warning: commands will be executed using /bin/sh
job 5842 at Sun Aug 16 00:15:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse40-150810/YutaMouse40-150810
ElecNo	5
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 20.64 and 30.96 GB of RAM.
Memory request: 10.32 GB would take us to total of 10.32 GB.
----------------------------------------------------------
Loaded 5746635 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 3.44 GB would take us to total of 13.76 GB.
------ Running on subset of 1915545 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 2 (5346 points): Lose 256.322788 but Gain 2350.645820
Iteration 0F (138.990000 sec): 19 clusters
  Score: Raw -209419128.227669 + Penalty 42311.624751 = -209376816.602918
  nChanged 1813179
Iteration 1F (193.050000 sec): 19 clusters
  Score: Raw -218492682.780376 + Penalty 42311.624751 = -218450371.155625
  nChanged 746680
Deleting Class 10 (2067 points): Lose 2295.039784 but Gain 2350.645820
Iteration 2F (245.140000 sec): 18 clusters
  Score: Raw -220531080.402774 + Penalty 39960.978932 = -220491119.423842
  nChanged 490709
Iteration 3F (295.580000 sec): 18 clusters
  Score: Raw -221524985.722075 + Penalty 39960.978932 = -221485024.743143
  nChanged 296797
Iteration 4F (342.340000 sec): 18 clusters
  Score: Raw -222088206.257723 + Penalty 39960.978932 = -222048245.278791
  nChanged 204724
Iteration 5F (389.370000 sec): 18 clusters
  Score: Raw -222421774.513713 + Penalty 39960.978932 = -222381813.534781
  nChanged 156719
Iteration 6F (437.110000 sec): 18 clusters
  Score: Raw -222601578.051686 + Penalty 39960.978932 = -222561617.072755
  nChanged 119090
Iteration 7F (486.650000 sec): 18 clusters
  Score: Raw -222707862.865281 + Penalty 39960.978932 = -222667901.886350
  nChanged 90543
Iteration 8Q (517.870000 sec): 18 clusters
  Score: Raw -222774712.426769 + Penalty 39960.978932 = -222734751.447837
  nChanged 69259
Iteration 9Q (553.030000 sec): 18 clusters
  Score: Raw -222819629.521240 + Penalty 39960.978932 = -222779668.542308
  nChanged 54679
Iteration 10Q (583.480000 sec): 18 clusters
  Score: Raw -222853063.998708 + Penalty 39960.978932 = -222813103.019777
  nChanged 45295
Iteration 11Q (614.680000 sec): 18 clusters
  Score: Raw -222877724.081914 + Penalty 39960.978932 = -222837763.102983
  nChanged 39058
Iteration 12Q (647.160000 sec): 18 clusters
  Score: Raw -222898553.656149 + Penalty 39960.978932 = -222858592.677218
  nChanged 34735
Iteration 13Q (675.630000 sec): 18 clusters
  Score: Raw -222918466.101748 + Penalty 39960.978932 = -222878505.122817
  nChanged 32414
Iteration 14Q (709.200000 sec): 18 clusters
  Score: Raw -222938670.595496 + Penalty 39960.978932 = -222898709.616564
  nChanged 29783
Iteration 15Q (743.640000 sec): 18 clusters
  Score: Raw -222954114.176375 + Penalty 39960.978932 = -222914153.197444
  nChanged 26500
Iteration 16Q (777.960000 sec): 18 clusters
  Score: Raw -222964045.552375 + Penalty 39960.978932 = -222924084.573443
  nChanged 22658
Iteration 17Q (814.750000 sec): 18 clusters
  Score: Raw -222971201.663994 + Penalty 39960.978932 = -222931240.685063
  nChanged 19372
Iteration 18Q (852.140000 sec): 18 clusters
  Score: Raw -222976401.281646 + Penalty 39960.978932 = -222936440.302715
  nChanged 16607
Iteration 19Q (890.680000 sec): 18 clusters
  Score: Raw -222980146.167713 + Penalty 39960.978932 = -222940185.188781
  nChanged 14413
Writing temp clu file 
Because OldScore, -222936440.302715, is greater than current (better) Score,-222940185.188781 
 Compute initial score before splitting:   Score: Raw -222980146.167713 + Penalty 39960.978932 = -222940185.188781
Memory request: 0.79 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (438036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (893.400000 sec): 2 clusters
  Score: Raw -52902264.568345 + Penalty 2110.884161 = -52900153.684184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (895.510000 sec): 3 clusters
  Score: Raw -52607693.034229 + Penalty 4221.768323 = -52603471.265906
  nChanged 214424
		SP:Iteration 1F (897.460000 sec): 3 clusters
  Score: Raw -52742194.982303 + Penalty 4221.768323 = -52737973.213981
  nChanged 20108
		SP:Iteration 2Q (899.550000 sec): 3 clusters
  Score: Raw -52751003.767700 + Penalty 4221.768323 = -52746781.999378
  nChanged 25948
		SP:Iteration 3F (901.390000 sec): 3 clusters
  Score: Raw -52764750.047468 + Penalty 4221.768323 = -52760528.279145
  nChanged 29930
		SP:Iteration 4F (903.450000 sec): 3 clusters
  Score: Raw -52781522.784312 + Penalty 4221.768323 = -52777301.015990
  nChanged 30074
		SP:Iteration 5F (905.410000 sec): 3 clusters
  Score: Raw -52797800.980674 + Penalty 4221.768323 = -52793579.212352
  nChanged 27004
		SP:Iteration 6F (907.230000 sec): 3 clusters
  Score: Raw -52810612.880882 + Penalty 4221.768323 = -52806391.112559
  nChanged 21888
		SP:Iteration 7Q (909.150000 sec): 3 clusters
  Score: Raw -52819207.747985 + Penalty 4221.768323 = -52814985.979662
  nChanged 16985
		SP:Iteration 8Q (911.060000 sec): 3 clusters
  Score: Raw -52824801.107652 + Penalty 4221.768323 = -52820579.339329
  nChanged 13245
		SP:Iteration 9Q (912.970000 sec): 3 clusters
  Score: Raw -52828711.713509 + Penalty 4221.768323 = -52824489.945187
  nChanged 10442
		SP:Iteration 10Q (914.930000 sec): 3 clusters
  Score: Raw -52831787.513683 + Penalty 4221.768323 = -52827565.745360
  nChanged 8866
		SP:Iteration 11Q (917.000000 sec): 3 clusters
  Score: Raw -52834568.511350 + Penalty 4221.768323 = -52830346.743028
  nChanged 8358
		SP:Iteration 12Q (919.030000 sec): 3 clusters
  Score: Raw -52837401.767772 + Penalty 4221.768323 = -52833179.999450
  nChanged 8643
		SP:Iteration 13Q (921.160000 sec): 3 clusters
  Score: Raw -52840385.976513 + Penalty 4221.768323 = -52836164.208190
  nChanged 9162
		SP:Iteration 14Q (923.140000 sec): 3 clusters
  Score: Raw -52843559.578756 + Penalty 4221.768323 = -52839337.810433
  nChanged 9948
		SP:Iteration 15Q (925.370000 sec): 3 clusters
  Score: Raw -52847062.578665 + Penalty 4221.768323 = -52842840.810343
  nChanged 10905
		SP:Iteration 16Q (927.610000 sec): 3 clusters
  Score: Raw -52851159.213112 + Penalty 4221.768323 = -52846937.444789
  nChanged 11801
		SP:Iteration 17Q (929.700000 sec): 3 clusters
  Score: Raw -52856059.530489 + Penalty 4221.768323 = -52851837.762166
  nChanged 12628
		SP:Iteration 18Q (931.650000 sec): 3 clusters
  Score: Raw -52861969.086576 + Penalty 4221.768323 = -52857747.318253
  nChanged 13094
		SP:Iteration 19Q (933.690000 sec): 3 clusters
  Score: Raw -52868773.023300 + Penalty 4221.768323 = -52864551.254977
  nChanged 12829
		SP:Iteration 20F (935.510000 sec): 3 clusters
  Score: Raw -52876104.444603 + Penalty 4221.768323 = -52871882.676280
  nChanged 11839
		SP:Iteration 21Q (937.500000 sec): 3 clusters
  Score: Raw -52883486.439931 + Penalty 4221.768323 = -52879264.671609
  nChanged 10104
		SP:Iteration 22Q (939.560000 sec): 3 clusters
  Score: Raw -52890306.422120 + Penalty 4221.768323 = -52886084.653797
  nChanged 7744
		SP:Iteration 23Q (941.560000 sec): 3 clusters
  Score: Raw -52895757.121108 + Penalty 4221.768323 = -52891535.352785
  nChanged 5130
		SP:Iteration 24Q (943.480000 sec): 3 clusters
  Score: Raw -52899396.112122 + Penalty 4221.768323 = -52895174.343799
  nChanged 2916
		SP:Iteration 25Q (945.400000 sec): 3 clusters
  Score: Raw -52901539.941689 + Penalty 4221.768323 = -52897318.173366
  nChanged 1621
		SP:Iteration 26Q (947.090000 sec): 3 clusters
  Score: Raw -52902790.470289 + Penalty 4221.768323 = -52898568.701966
  nChanged 954
		SP:Iteration 27Q (948.960000 sec): 3 clusters
  Score: Raw -52903467.375561 + Penalty 4221.768323 = -52899245.607239
  nChanged 622
		SP:Iteration 28Q (950.760000 sec): 3 clusters
  Score: Raw -52903846.316631 + Penalty 4221.768323 = -52899624.548309
  nChanged 509
		SP:Iteration 29Q (952.540000 sec): 3 clusters
  Score: Raw -52904098.049700 + Penalty 4221.768323 = -52899876.281378
  nChanged 404
		SP:Iteration 30Q (954.140000 sec): 3 clusters
  Score: Raw -52904268.309463 + Penalty 4221.768323 = -52900046.541140
  nChanged 346
		SP:Iteration 31Q (955.740000 sec): 3 clusters
  Score: Raw -52904395.819461 + Penalty 4221.768323 = -52900174.051138
  nChanged 287
		SP:Iteration 32Q (957.440000 sec): 3 clusters
  Score: Raw -52904484.947055 + Penalty 4221.768323 = -52900263.178732
  nChanged 206
		SP:Iteration 33Q (959.160000 sec): 3 clusters
  Score: Raw -52904531.367310 + Penalty 4221.768323 = -52900309.598987
  nChanged 148
		SP:Iteration 34Q (960.990000 sec): 3 clusters
  Score: Raw -52904560.812659 + Penalty 4221.768323 = -52900339.044336
  nChanged 117
		SP:Iteration 35Q (963.060000 sec): 3 clusters
  Score: Raw -52904584.461866 + Penalty 4221.768323 = -52900362.693543
  nChanged 90
		SP:Iteration 36Q (964.870000 sec): 3 clusters
  Score: Raw -52904603.881979 + Penalty 4221.768323 = -52900382.113656
  nChanged 97
		SP:Iteration 37Q (966.570000 sec): 3 clusters
  Score: Raw -52904620.035292 + Penalty 4221.768323 = -52900398.266970
  nChanged 68
		SP:Iteration 38Q (968.380000 sec): 3 clusters
  Score: Raw -52904632.971317 + Penalty 4221.768323 = -52900411.202994
  nChanged 72
		SP:Iteration 39Q (970.170000 sec): 3 clusters
  Score: Raw -52904645.373786 + Penalty 4221.768323 = -52900423.605464
  nChanged 67
		SP:Iteration 40F (972.210000 sec): 3 clusters
  Score: Raw -52904655.981780 + Penalty 4221.768323 = -52900434.213457
  nChanged 56
		SP:Iteration 41Q (973.880000 sec): 3 clusters
  Score: Raw -52904662.988837 + Penalty 4221.768323 = -52900441.220515
  nChanged 48
		SP:Iteration 42Q (975.500000 sec): 3 clusters
  Score: Raw -52904668.206190 + Penalty 4221.768323 = -52900446.437867
  nChanged 39
		SP:Iteration 43Q (977.210000 sec): 3 clusters
  Score: Raw -52904672.495024 + Penalty 4221.768323 = -52900450.726702
  nChanged 33
		SP:Iteration 44Q (978.840000 sec): 3 clusters
  Score: Raw -52904676.597122 + Penalty 4221.768323 = -52900454.828800
  nChanged 28
		SP:Iteration 45Q (980.530000 sec): 3 clusters
  Score: Raw -52904680.745927 + Penalty 4221.768323 = -52900458.977604
  nChanged 30
		SP:Iteration 46Q (982.220000 sec): 3 clusters
  Score: Raw -52904684.936232 + Penalty 4221.768323 = -52900463.167909
  nChanged 31
		SP:Iteration 47Q (984.020000 sec): 3 clusters
  Score: Raw -52904689.213206 + Penalty 4221.768323 = -52900467.444883
  nChanged 31
		SP:Iteration 48Q (985.720000 sec): 3 clusters
  Score: Raw -52904692.559835 + Penalty 4221.768323 = -52900470.791513
  nChanged 24
		SP:Iteration 49Q (987.570000 sec): 3 clusters
  Score: Raw -52904695.248260 + Penalty 4221.768323 = -52900473.479937
  nChanged 26
		SP:Iteration 50Q (989.580000 sec): 3 clusters
  Score: Raw -52904698.438485 + Penalty 4221.768323 = -52900476.670163
  nChanged 31
		SP:Iteration 51Q (991.290000 sec): 3 clusters
  Score: Raw -52904703.232888 + Penalty 4221.768323 = -52900481.464565
  nChanged 23
		SP:Iteration 52Q (993.160000 sec): 3 clusters
  Score: Raw -52904706.471537 + Penalty 4221.768323 = -52900484.703214
  nChanged 27
		SP:Iteration 53Q (995.060000 sec): 3 clusters
  Score: Raw -52904709.980943 + Penalty 4221.768323 = -52900488.212620
  nChanged 30
		SP:Iteration 54Q (996.750000 sec): 3 clusters
  Score: Raw -52904713.259076 + Penalty 4221.768323 = -52900491.490754
  nChanged 35
		SP:Iteration 55Q (998.450000 sec): 3 clusters
  Score: Raw -52904718.572314 + Penalty 4221.768323 = -52900496.803991
  nChanged 33
		SP:Iteration 56Q (1000.050000 sec): 3 clusters
  Score: Raw -52904723.281512 + Penalty 4221.768323 = -52900501.513189
  nChanged 30
		SP:Iteration 57Q (1001.800000 sec): 3 clusters
  Score: Raw -52904728.055092 + Penalty 4221.768323 = -52900506.286770
  nChanged 29
		SP:Iteration 58Q (1003.470000 sec): 3 clusters
  Score: Raw -52904732.262840 + Penalty 4221.768323 = -52900510.494517
  nChanged 30
		SP:Iteration 59Q (1005.500000 sec): 3 clusters
  Score: Raw -52904735.904035 + Penalty 4221.768323 = -52900514.135713
  nChanged 26
		SP:Iteration 60F (1008.030000 sec): 3 clusters
  Score: Raw -52904738.661350 + Penalty 4221.768323 = -52900516.893027
  nChanged 23
		SP:Iteration 61Q (1009.950000 sec): 3 clusters
  Score: Raw -52904741.167107 + Penalty 4221.768323 = -52900519.398785
  nChanged 25
		SP:Iteration 62Q (1012.410000 sec): 3 clusters
  Score: Raw -52904744.011974 + Penalty 4221.768323 = -52900522.243651
  nChanged 19
		SP:Iteration 63Q (1014.340000 sec): 3 clusters
  Score: Raw -52904746.136838 + Penalty 4221.768323 = -52900524.368516
  nChanged 12
		SP:Iteration 64Q (1016.230000 sec): 3 clusters
  Score: Raw -52904747.511691 + Penalty 4221.768323 = -52900525.743369
  nChanged 14
		SP:Iteration 65Q (1018.150000 sec): 3 clusters
  Score: Raw -52904748.998552 + Penalty 4221.768323 = -52900527.230229
  nChanged 14
		SP:Iteration 66Q (1020.060000 sec): 3 clusters
  Score: Raw -52904750.532454 + Penalty 4221.768323 = -52900528.764132
  nChanged 13
		SP:Iteration 67Q (1021.850000 sec): 3 clusters
  Score: Raw -52904751.800387 + Penalty 4221.768323 = -52900530.032065
  nChanged 13
		SP:Iteration 68Q (1023.510000 sec): 3 clusters
  Score: Raw -52904753.158303 + Penalty 4221.768323 = -52900531.389980
  nChanged 15
		SP:Iteration 69Q (1025.240000 sec): 3 clusters
  Score: Raw -52904755.034093 + Penalty 4221.768323 = -52900533.265770
  nChanged 11
		SP:Iteration 70Q (1027.290000 sec): 3 clusters
  Score: Raw -52904756.850760 + Penalty 4221.768323 = -52900535.082437
  nChanged 19
		SP:Iteration 71Q (1029.270000 sec): 3 clusters
  Score: Raw -52904759.475133 + Penalty 4221.768323 = -52900537.706810
  nChanged 15
		SP:Iteration 72Q (1031.530000 sec): 3 clusters
  Score: Raw -52904761.088991 + Penalty 4221.768323 = -52900539.320668
  nChanged 15
		SP:Iteration 73Q (1033.920000 sec): 3 clusters
  Score: Raw -52904762.794903 + Penalty 4221.768323 = -52900541.026580
  nChanged 11
		SP:Iteration 74Q (1036.310000 sec): 3 clusters
  Score: Raw -52904763.769919 + Penalty 4221.768323 = -52900542.001596
  nChanged 11
		SP:Iteration 75Q (1038.300000 sec): 3 clusters
  Score: Raw -52904764.554225 + Penalty 4221.768323 = -52900542.785902
  nChanged 6
		SP:Iteration 76Q (1040.160000 sec): 3 clusters
  Score: Raw -52904765.150873 + Penalty 4221.768323 = -52900543.382551
  nChanged 5
		SP:Iteration 77Q (1041.840000 sec): 3 clusters
  Score: Raw -52904765.655320 + Penalty 4221.768323 = -52900543.886998
  nChanged 7
		SP:Iteration 78Q (1043.580000 sec): 3 clusters
  Score: Raw -52904766.414335 + Penalty 4221.768323 = -52900544.646012
  nChanged 5
		SP:Iteration 79Q (1045.200000 sec): 3 clusters
  Score: Raw -52904766.754267 + Penalty 4221.768323 = -52900544.985944
  nChanged 4
		SP:Iteration 80F (1047.140000 sec): 3 clusters
  Score: Raw -52904767.129338 + Penalty 4221.768323 = -52900545.361015
  nChanged 7
		SP:Iteration 81Q (1048.900000 sec): 3 clusters
  Score: Raw -52904767.887494 + Penalty 4221.768323 = -52900546.119171
  nChanged 5
		SP:Iteration 82Q (1050.600000 sec): 3 clusters
  Score: Raw -52904768.295631 + Penalty 4221.768323 = -52900546.527308
  nChanged 3
		SP:Iteration 83Q (1052.220000 sec): 3 clusters
  Score: Raw -52904768.655819 + Penalty 4221.768323 = -52900546.887496
  nChanged 8
		SP:Iteration 84Q (1054.090000 sec): 3 clusters
  Score: Raw -52904769.738867 + Penalty 4221.768323 = -52900547.970545
  nChanged 12
		SP:Iteration 85Q (1055.820000 sec): 3 clusters
  Score: Raw -52904770.821606 + Penalty 4221.768323 = -52900549.053284
  nChanged 9
		SP:Iteration 86Q (1057.560000 sec): 3 clusters
  Score: Raw -52904771.640109 + Penalty 4221.768323 = -52900549.871786
  nChanged 9
		SP:Iteration 87Q (1059.480000 sec): 3 clusters
  Score: Raw -52904772.250751 + Penalty 4221.768323 = -52900550.482428
  nChanged 12
		SP:Iteration 88Q (1061.290000 sec): 3 clusters
  Score: Raw -52904774.204564 + Penalty 4221.768323 = -52900552.436241
  nChanged 13
		SP:Iteration 89Q (1063.160000 sec): 3 clusters
  Score: Raw -52904775.684187 + Penalty 4221.768323 = -52900553.915865
  nChanged 6
		SP:Iteration 90Q (1064.940000 sec): 3 clusters
  Score: Raw -52904776.282219 + Penalty 4221.768323 = -52900554.513896
  nChanged 6
		SP:Iteration 91Q (1066.670000 sec): 3 clusters
  Score: Raw -52904776.703780 + Penalty 4221.768323 = -52900554.935457
  nChanged 10
		SP:Iteration 92Q (1068.420000 sec): 3 clusters
  Score: Raw -52904777.511522 + Penalty 4221.768323 = -52900555.743199
  nChanged 7
		SP:Iteration 93Q (1070.110000 sec): 3 clusters
  Score: Raw -52904778.027452 + Penalty 4221.768323 = -52900556.259129
  nChanged 7
		SP:Iteration 94Q (1071.860000 sec): 3 clusters
  Score: Raw -52904778.668270 + Penalty 4221.768323 = -52900556.899947
  nChanged 5
		SP:Iteration 95Q (1073.790000 sec): 3 clusters
  Score: Raw -52904778.969004 + Penalty 4221.768323 = -52900557.200681
  nChanged 4
		SP:Iteration 96Q (1075.800000 sec): 3 clusters
  Score: Raw -52904779.336129 + Penalty 4221.768323 = -52900557.567806
  nChanged 1
		SP:Iteration 97Q (1077.840000 sec): 3 clusters
  Score: Raw -52904779.379852 + Penalty 4221.768323 = -52900557.611529
  nChanged 1
		SP:Iteration 98Q (1079.990000 sec): 3 clusters
  Score: Raw -52904779.447320 + Penalty 4221.768323 = -52900557.678998
  nChanged 1
		SP:Iteration 99Q (1081.780000 sec): 3 clusters
  Score: Raw -52904779.462659 + Penalty 4221.768323 = -52900557.694336
  nChanged 1
		SP:Iteration 100F (1083.960000 sec): 3 clusters
  Score: Raw -52904779.541056 + Penalty 4221.768323 = -52900557.772733
  nChanged 3
		SP:Iteration 101Q (1085.920000 sec): 3 clusters
  Score: Raw -52904779.776304 + Penalty 4221.768323 = -52900558.007981
  nChanged 1
		SP:Iteration 102Q (1087.730000 sec): 3 clusters
  Score: Raw -52904779.933679 + Penalty 4221.768323 = -52900558.165356
  nChanged 3
		SP:Iteration 103Q (1089.550000 sec): 3 clusters
  Score: Raw -52904780.302151 + Penalty 4221.768323 = -52900558.533828
  nChanged 7
		SP:Iteration 104Q (1091.280000 sec): 3 clusters
  Score: Raw -52904780.886330 + Penalty 4221.768323 = -52900559.118008
  nChanged 10
		SP:Iteration 105Q (1093.290000 sec): 3 clusters
  Score: Raw -52904782.371221 + Penalty 4221.768323 = -52900560.602898
  nChanged 13
		SP:Iteration 106Q (1095.230000 sec): 3 clusters
  Score: Raw -52904783.578342 + Penalty 4221.768323 = -52900561.810020
  nChanged 17
		SP:Iteration 107Q (1097.030000 sec): 3 clusters
  Score: Raw -52904786.228309 + Penalty 4221.768323 = -52900564.459986
  nChanged 21
		SP:Iteration 108Q (1099.040000 sec): 3 clusters
  Score: Raw -52904789.688731 + Penalty 4221.768323 = -52900567.920408
  nChanged 21
		SP:Iteration 109Q (1100.960000 sec): 3 clusters
  Score: Raw -52904791.947451 + Penalty 4221.768323 = -52900570.179128
  nChanged 17
		SP:Iteration 110Q (1102.950000 sec): 3 clusters
  Score: Raw -52904793.538610 + Penalty 4221.768323 = -52900571.770287
  nChanged 10
		SP:Iteration 111Q (1104.900000 sec): 3 clusters
  Score: Raw -52904794.249430 + Penalty 4221.768323 = -52900572.481107
  nChanged 13
		SP:Iteration 112Q (1106.840000 sec): 3 clusters
  Score: Raw -52904795.669782 + Penalty 4221.768323 = -52900573.901460
  nChanged 19
		SP:Iteration 113Q (1108.660000 sec): 3 clusters
  Score: Raw -52904798.421592 + Penalty 4221.768323 = -52900576.653269
  nChanged 17
		SP:Iteration 114Q (1110.630000 sec): 3 clusters
  Score: Raw -52904800.655344 + Penalty 4221.768323 = -52900578.887021
  nChanged 17
		SP:Iteration 115Q (1112.600000 sec): 3 clusters
  Score: Raw -52904803.161970 + Penalty 4221.768323 = -52900581.393647
  nChanged 21
		SP:Iteration 116Q (1114.420000 sec): 3 clusters
  Score: Raw -52904805.479238 + Penalty 4221.768323 = -52900583.710915
  nChanged 21
		SP:Iteration 117Q (1116.260000 sec): 3 clusters
  Score: Raw -52904809.152187 + Penalty 4221.768323 = -52900587.383864
  nChanged 25
		SP:Iteration 118Q (1118.250000 sec): 3 clusters
  Score: Raw -52904812.361962 + Penalty 4221.768323 = -52900590.593639
  nChanged 24
		SP:Iteration 119Q (1120.640000 sec): 3 clusters
  Score: Raw -52904816.104579 + Penalty 4221.768323 = -52900594.336256
  nChanged 32
		SP:Iteration 120F (1122.680000 sec): 3 clusters
  Score: Raw -52904820.555549 + Penalty 4221.768323 = -52900598.787226
  nChanged 33
		SP:Iteration 121Q (1124.450000 sec): 3 clusters
  Score: Raw -52904827.473692 + Penalty 4221.768323 = -52900605.705370
  nChanged 40
		SP:Iteration 122Q (1126.370000 sec): 3 clusters
  Score: Raw -52904834.096011 + Penalty 4221.768323 = -52900612.327688
  nChanged 36
		SP:Iteration 123Q (1128.360000 sec): 3 clusters
  Score: Raw -52904840.150744 + Penalty 4221.768323 = -52900618.382421
  nChanged 28
		SP:Iteration 124Q (1130.220000 sec): 3 clusters
  Score: Raw -52904844.791636 + Penalty 4221.768323 = -52900623.023314
  nChanged 23
		SP:Iteration 125Q (1132.090000 sec): 3 clusters
  Score: Raw -52904847.767240 + Penalty 4221.768323 = -52900625.998917
  nChanged 17
		SP:Iteration 126Q (1133.700000 sec): 3 clusters
  Score: Raw -52904849.425177 + Penalty 4221.768323 = -52900627.656855
  nChanged 12
		SP:Iteration 127Q (1135.640000 sec): 3 clusters
  Score: Raw -52904850.551780 + Penalty 4221.768323 = -52900628.783457
  nChanged 10
		SP:Iteration 128Q (1137.370000 sec): 3 clusters
  Score: Raw -52904851.546058 + Penalty 4221.768323 = -52900629.777735
  nChanged 7
		SP:Iteration 129Q (1139.590000 sec): 3 clusters
  Score: Raw -52904852.980013 + Penalty 4221.768323 = -52900631.211691
  nChanged 9
		SP:Iteration 130Q (1141.210000 sec): 3 clusters
  Score: Raw -52904854.223236 + Penalty 4221.768323 = -52900632.454913
  nChanged 7
		SP:Iteration 131Q (1142.910000 sec): 3 clusters
  Score: Raw -52904855.602487 + Penalty 4221.768323 = -52900633.834165
  nChanged 13
		SP:Iteration 132Q (1144.690000 sec): 3 clusters
  Score: Raw -52904857.168137 + Penalty 4221.768323 = -52900635.399814
  nChanged 11
		SP:Iteration 133Q (1146.440000 sec): 3 clusters
  Score: Raw -52904858.418646 + Penalty 4221.768323 = -52900636.650324
  nChanged 10
		SP:Iteration 134Q (1148.290000 sec): 3 clusters
  Score: Raw -52904859.810142 + Penalty 4221.768323 = -52900638.041819
  nChanged 16
		SP:Iteration 135Q (1150.290000 sec): 3 clusters
  Score: Raw -52904862.182307 + Penalty 4221.768323 = -52900640.413984
  nChanged 24
		SP:Iteration 136Q (1152.360000 sec): 3 clusters
  Score: Raw -52904865.459827 + Penalty 4221.768323 = -52900643.691504
  nChanged 22
		SP:Iteration 137Q (1154.010000 sec): 3 clusters
  Score: Raw -52904868.874100 + Penalty 4221.768323 = -52900647.105777
  nChanged 27
		SP:Iteration 138Q (1156.050000 sec): 3 clusters
  Score: Raw -52904872.281595 + Penalty 4221.768323 = -52900650.513273
  nChanged 21
		SP:Iteration 139Q (1158.170000 sec): 3 clusters
  Score: Raw -52904874.847368 + Penalty 4221.768323 = -52900653.079045
  nChanged 14
		SP:Iteration 140F (1160.180000 sec): 3 clusters
  Score: Raw -52904876.521805 + Penalty 4221.768323 = -52900654.753482
  nChanged 14
		SP:Iteration 141Q (1162.010000 sec): 3 clusters
  Score: Raw -52904877.927722 + Penalty 4221.768323 = -52900656.159399
  nChanged 6
		SP:Iteration 142Q (1163.790000 sec): 3 clusters
  Score: Raw -52904878.443208 + Penalty 4221.768323 = -52900656.674886
  nChanged 6
		SP:Iteration 143Q (1165.420000 sec): 3 clusters
  Score: Raw -52904879.135288 + Penalty 4221.768323 = -52900657.366965
  nChanged 8
		SP:Iteration 144Q (1167.190000 sec): 3 clusters
  Score: Raw -52904880.112805 + Penalty 4221.768323 = -52900658.344482
  nChanged 4
		SP:Iteration 145Q (1169.540000 sec): 3 clusters
  Score: Raw -52904880.854469 + Penalty 4221.768323 = -52900659.086147
  nChanged 8
		SP:Iteration 146Q (1171.290000 sec): 3 clusters
  Score: Raw -52904881.847809 + Penalty 4221.768323 = -52900660.079486
  nChanged 12
		SP:Iteration 147Q (1173.400000 sec): 3 clusters
  Score: Raw -52904883.331119 + Penalty 4221.768323 = -52900661.562796
  nChanged 7
		SP:Iteration 148Q (1175.810000 sec): 3 clusters
  Score: Raw -52904884.003942 + Penalty 4221.768323 = -52900662.235619
  nChanged 7
		SP:Iteration 149Q (1178.100000 sec): 3 clusters
  Score: Raw -52904884.421351 + Penalty 4221.768323 = -52900662.653028
  nChanged 4
		SP:Iteration 150Q (1179.820000 sec): 3 clusters
  Score: Raw -52904884.610439 + Penalty 4221.768323 = -52900662.842116
  nChanged 1
		SP:Iteration 151Q (1181.510000 sec): 3 clusters
  Score: Raw -52904884.659292 + Penalty 4221.768323 = -52900662.890970
  nChanged 1
		SP:Iteration 152Q (1183.380000 sec): 3 clusters
  Score: Raw -52904884.792338 + Penalty 4221.768323 = -52900663.024016
  nChanged 0
		SP:Iteration 153F (1185.320000 sec): 3 clusters
  Score: Raw -52904884.792338 + Penalty 4221.768323 = -52900663.024016
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (24374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1185.760000 sec): 2 clusters
  Score: Raw -2878799.569380 + Penalty 1641.456744 = -2877158.112636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1185.980000 sec): 3 clusters
  Score: Raw -2863956.442480 + Penalty 3282.913488 = -2860673.528992
  nChanged 11045
		SP:Iteration 1F (1186.260000 sec): 3 clusters
  Score: Raw -2870677.973515 + Penalty 3282.913488 = -2867395.060027
  nChanged 1576
		SP:Iteration 2F (1186.580000 sec): 3 clusters
  Score: Raw -2871724.683328 + Penalty 3282.913488 = -2868441.769840
  nChanged 1667
		SP:Iteration 3F (1186.950000 sec): 3 clusters
  Score: Raw -2872940.803003 + Penalty 3282.913488 = -2869657.889515
  nChanged 1790
		SP:Iteration 4F (1187.220000 sec): 3 clusters
  Score: Raw -2874407.406812 + Penalty 3282.913488 = -2871124.493324
  nChanged 1784
		SP:Iteration 5F (1187.480000 sec): 3 clusters
  Score: Raw -2875856.036347 + Penalty 3282.913488 = -2872573.122860
  nChanged 1636
		SP:Iteration 6F (1187.750000 sec): 3 clusters
  Score: Raw -2877087.534674 + Penalty 3282.913488 = -2873804.621187
  nChanged 1332
		SP:Iteration 7F (1188.050000 sec): 3 clusters
  Score: Raw -2877963.878229 + Penalty 3282.913488 = -2874680.964742
  nChanged 1037
		SP:Iteration 8Q (1188.300000 sec): 3 clusters
  Score: Raw -2878633.493093 + Penalty 3282.913488 = -2875350.579606
  nChanged 829
		SP:Iteration 9Q (1188.550000 sec): 3 clusters
  Score: Raw -2879172.290841 + Penalty 3282.913488 = -2875889.377353
  nChanged 671
		SP:Iteration 10Q (1188.820000 sec): 3 clusters
  Score: Raw -2879615.113002 + Penalty 3282.913488 = -2876332.199515
  nChanged 544
		SP:Iteration 11Q (1189.050000 sec): 3 clusters
  Score: Raw -2879955.229393 + Penalty 3282.913488 = -2876672.315905
  nChanged 462
		SP:Iteration 12Q (1189.330000 sec): 3 clusters
  Score: Raw -2880199.573311 + Penalty 3282.913488 = -2876916.659823
  nChanged 392
		SP:Iteration 13Q (1189.630000 sec): 3 clusters
  Score: Raw -2880367.526268 + Penalty 3282.913488 = -2877084.612780
  nChanged 343
		SP:Iteration 14Q (1189.980000 sec): 3 clusters
  Score: Raw -2880498.517041 + Penalty 3282.913488 = -2877215.603553
  nChanged 333
		SP:Iteration 15Q (1190.210000 sec): 3 clusters
  Score: Raw -2880637.670924 + Penalty 3282.913488 = -2877354.757436
  nChanged 341
		SP:Iteration 16Q (1190.520000 sec): 3 clusters
  Score: Raw -2880807.505149 + Penalty 3282.913488 = -2877524.591661
  nChanged 415
		SP:Iteration 17Q (1190.790000 sec): 3 clusters
  Score: Raw -2881092.908877 + Penalty 3282.913488 = -2877809.995389
  nChanged 485
		SP:Iteration 18Q (1191.070000 sec): 3 clusters
  Score: Raw -2881493.544294 + Penalty 3282.913488 = -2878210.630806
  nChanged 593
		SP:Iteration 19Q (1191.320000 sec): 3 clusters
  Score: Raw -2882119.572336 + Penalty 3282.913488 = -2878836.658849
  nChanged 651
		SP:Iteration 20F (1191.580000 sec): 3 clusters
  Score: Raw -2882945.332659 + Penalty 3282.913488 = -2879662.419171
  nChanged 701
		SP:Iteration 21Q (1191.850000 sec): 3 clusters
  Score: Raw -2884025.628576 + Penalty 3282.913488 = -2880742.715088
  nChanged 716
		SP:Iteration 22Q (1192.120000 sec): 3 clusters
  Score: Raw -2884978.535953 + Penalty 3282.913488 = -2881695.622465
  nChanged 505
		SP:Iteration 23Q (1192.360000 sec): 3 clusters
  Score: Raw -2885394.217132 + Penalty 3282.913488 = -2882111.303644
  nChanged 271
		SP:Iteration 24Q (1192.640000 sec): 3 clusters
  Score: Raw -2885499.587502 + Penalty 3282.913488 = -2882216.674014
  nChanged 146
		SP:Iteration 25Q (1192.940000 sec): 3 clusters
  Score: Raw -2885529.048367 + Penalty 3282.913488 = -2882246.134879
  nChanged 77
		SP:Iteration 26Q (1193.160000 sec): 3 clusters
  Score: Raw -2885538.666589 + Penalty 3282.913488 = -2882255.753101
  nChanged 39
		SP:Iteration 27Q (1193.420000 sec): 3 clusters
  Score: Raw -2885542.110708 + Penalty 3282.913488 = -2882259.197221
  nChanged 22
		SP:Iteration 28Q (1193.710000 sec): 3 clusters
  Score: Raw -2885543.834890 + Penalty 3282.913488 = -2882260.921403
  nChanged 15
		SP:Iteration 29Q (1193.960000 sec): 3 clusters
  Score: Raw -2885544.847297 + Penalty 3282.913488 = -2882261.933810
  nChanged 10
		SP:Iteration 30Q (1194.270000 sec): 3 clusters
  Score: Raw -2885545.621367 + Penalty 3282.913488 = -2882262.707879
  nChanged 9
		SP:Iteration 31Q (1194.500000 sec): 3 clusters
  Score: Raw -2885546.327162 + Penalty 3282.913488 = -2882263.413675
  nChanged 9
		SP:Iteration 32Q (1194.760000 sec): 3 clusters
  Score: Raw -2885546.791989 + Penalty 3282.913488 = -2882263.878501
  nChanged 4
		SP:Iteration 33Q (1195.070000 sec): 3 clusters
  Score: Raw -2885546.947846 + Penalty 3282.913488 = -2882264.034359
  nChanged 3
		SP:Iteration 34Q (1195.320000 sec): 3 clusters
  Score: Raw -2885547.124687 + Penalty 3282.913488 = -2882264.211199
  nChanged 1
		SP:Iteration 35Q (1195.570000 sec): 3 clusters
  Score: Raw -2885547.156419 + Penalty 3282.913488 = -2882264.242932
  nChanged 2
		SP:Iteration 36Q (1195.860000 sec): 3 clusters
  Score: Raw -2885547.277863 + Penalty 3282.913488 = -2882264.364376
  nChanged 2
		SP:Iteration 37Q (1196.120000 sec): 3 clusters
  Score: Raw -2885547.359015 + Penalty 3282.913488 = -2882264.445527
  nChanged 1
		SP:Iteration 38Q (1196.340000 sec): 3 clusters
  Score: Raw -2885547.383418 + Penalty 3282.913488 = -2882264.469930
  nChanged 1
		SP:Iteration 39Q (1196.580000 sec): 3 clusters
  Score: Raw -2885547.415748 + Penalty 3282.913488 = -2882264.502260
  nChanged 0
		SP:Iteration 40F (1196.840000 sec): 3 clusters
  Score: Raw -2885547.415748 + Penalty 3282.913488 = -2882264.502260
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 10.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (49823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1197.110000 sec): 2 clusters
  Score: Raw -5526348.405960 + Penalty 1757.637701 = -5524590.768259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1197.510000 sec): 3 clusters
  Score: Raw -5494671.497906 + Penalty 3515.275401 = -5491156.222505
  nChanged 23549
		SP:Iteration 1F (1197.920000 sec): 3 clusters
  Score: Raw -5510477.387598 + Penalty 3515.275401 = -5506962.112197
  nChanged 4046
		SP:Iteration 2F (1198.270000 sec): 3 clusters
  Score: Raw -5514260.717944 + Penalty 3515.275401 = -5510745.442542
  nChanged 4684
		SP:Iteration 3F (1198.600000 sec): 3 clusters
  Score: Raw -5519368.652296 + Penalty 3515.275401 = -5515853.376894
  nChanged 4938
		SP:Iteration 4F (1199.020000 sec): 3 clusters
  Score: Raw -5524154.949068 + Penalty 3515.275401 = -5520639.673667
  nChanged 4039
		SP:Iteration 5F (1199.390000 sec): 3 clusters
  Score: Raw -5527470.559079 + Penalty 3515.275401 = -5523955.283678
  nChanged 3083
		SP:Iteration 6F (1199.750000 sec): 3 clusters
  Score: Raw -5529702.264130 + Penalty 3515.275401 = -5526186.988729
  nChanged 2280
		SP:Iteration 7Q (1200.080000 sec): 3 clusters
  Score: Raw -5531386.589554 + Penalty 3515.275401 = -5527871.314153
  nChanged 1911
		SP:Iteration 8Q (1200.530000 sec): 3 clusters
  Score: Raw -5533396.931824 + Penalty 3515.275401 = -5529881.656423
  nChanged 1886
		SP:Iteration 9Q (1200.910000 sec): 3 clusters
  Score: Raw -5535907.045154 + Penalty 3515.275401 = -5532391.769753
  nChanged 1641
		SP:Iteration 10Q (1201.330000 sec): 3 clusters
  Score: Raw -5537052.950144 + Penalty 3515.275401 = -5533537.674743
  nChanged 1056
		SP:Iteration 11Q (1201.740000 sec): 3 clusters
  Score: Raw -5537388.120772 + Penalty 3515.275401 = -5533872.845371
  nChanged 656
		SP:Iteration 12Q (1202.170000 sec): 3 clusters
  Score: Raw -5537518.542196 + Penalty 3515.275401 = -5534003.266795
  nChanged 402
		SP:Iteration 13Q (1202.550000 sec): 3 clusters
  Score: Raw -5537576.197981 + Penalty 3515.275401 = -5534060.922580
  nChanged 267
		SP:Iteration 14Q (1202.950000 sec): 3 clusters
  Score: Raw -5537610.573739 + Penalty 3515.275401 = -5534095.298337
  nChanged 200
		SP:Iteration 15Q (1203.360000 sec): 3 clusters
  Score: Raw -5537631.556112 + Penalty 3515.275401 = -5534116.280711
  nChanged 149
		SP:Iteration 16Q (1203.690000 sec): 3 clusters
  Score: Raw -5537645.200154 + Penalty 3515.275401 = -5534129.924753
  nChanged 129
		SP:Iteration 17Q (1204.130000 sec): 3 clusters
  Score: Raw -5537655.366357 + Penalty 3515.275401 = -5534140.090956
  nChanged 103
		SP:Iteration 18Q (1204.550000 sec): 3 clusters
  Score: Raw -5537664.657233 + Penalty 3515.275401 = -5534149.381832
  nChanged 100
		SP:Iteration 19Q (1204.890000 sec): 3 clusters
  Score: Raw -5537672.535409 + Penalty 3515.275401 = -5534157.260008
  nChanged 88
		SP:Iteration 20F (1205.270000 sec): 3 clusters
  Score: Raw -5537678.990399 + Penalty 3515.275401 = -5534163.714998
  nChanged 89
		SP:Iteration 21Q (1205.630000 sec): 3 clusters
  Score: Raw -5537686.740626 + Penalty 3515.275401 = -5534171.465225
  nChanged 80
		SP:Iteration 22Q (1206.010000 sec): 3 clusters
  Score: Raw -5537692.216555 + Penalty 3515.275401 = -5534176.941153
  nChanged 72
		SP:Iteration 23Q (1206.430000 sec): 3 clusters
  Score: Raw -5537696.378545 + Penalty 3515.275401 = -5534181.103144
  nChanged 59
		SP:Iteration 24Q (1206.880000 sec): 3 clusters
  Score: Raw -5537699.964300 + Penalty 3515.275401 = -5534184.688899
  nChanged 62
		SP:Iteration 25Q (1207.280000 sec): 3 clusters
  Score: Raw -5537702.945798 + Penalty 3515.275401 = -5534187.670397
  nChanged 62
		SP:Iteration 26Q (1207.700000 sec): 3 clusters
  Score: Raw -5537705.153323 + Penalty 3515.275401 = -5534189.877921
  nChanged 38
		SP:Iteration 27Q (1208.090000 sec): 3 clusters
  Score: Raw -5537706.757835 + Penalty 3515.275401 = -5534191.482434
  nChanged 33
		SP:Iteration 28Q (1208.470000 sec): 3 clusters
  Score: Raw -5537708.766177 + Penalty 3515.275401 = -5534193.490776
  nChanged 33
		SP:Iteration 29Q (1208.910000 sec): 3 clusters
  Score: Raw -5537709.746483 + Penalty 3515.275401 = -5534194.471082
  nChanged 23
		SP:Iteration 30Q (1209.290000 sec): 3 clusters
  Score: Raw -5537710.390738 + Penalty 3515.275401 = -5534195.115337
  nChanged 21
		SP:Iteration 31Q (1209.700000 sec): 3 clusters
  Score: Raw -5537710.919776 + Penalty 3515.275401 = -5534195.644375
  nChanged 14
		SP:Iteration 32Q (1210.070000 sec): 3 clusters
  Score: Raw -5537711.311855 + Penalty 3515.275401 = -5534196.036453
  nChanged 18
		SP:Iteration 33Q (1210.460000 sec): 3 clusters
  Score: Raw -5537711.747509 + Penalty 3515.275401 = -5534196.472107
  nChanged 17
		SP:Iteration 34Q (1210.840000 sec): 3 clusters
  Score: Raw -5537712.257918 + Penalty 3515.275401 = -5534196.982517
  nChanged 21
		SP:Iteration 35Q (1211.220000 sec): 3 clusters
  Score: Raw -5537712.924125 + Penalty 3515.275401 = -5534197.648724
  nChanged 23
		SP:Iteration 36Q (1211.550000 sec): 3 clusters
  Score: Raw -5537713.751645 + Penalty 3515.275401 = -5534198.476244
  nChanged 21
		SP:Iteration 37Q (1211.970000 sec): 3 clusters
  Score: Raw -5537714.314586 + Penalty 3515.275401 = -5534199.039184
  nChanged 19
		SP:Iteration 38Q (1212.390000 sec): 3 clusters
  Score: Raw -5537714.938605 + Penalty 3515.275401 = -5534199.663204
  nChanged 25
		SP:Iteration 39Q (1212.810000 sec): 3 clusters
  Score: Raw -5537715.924713 + Penalty 3515.275401 = -5534200.649312
  nChanged 21
		SP:Iteration 40F (1213.190000 sec): 3 clusters
  Score: Raw -5537716.516231 + Penalty 3515.275401 = -5534201.240830
  nChanged 16
		SP:Iteration 41Q (1213.650000 sec): 3 clusters
  Score: Raw -5537717.115652 + Penalty 3515.275401 = -5534201.840250
  nChanged 20
		SP:Iteration 42Q (1214.120000 sec): 3 clusters
  Score: Raw -5537717.893760 + Penalty 3515.275401 = -5534202.618359
  nChanged 17
		SP:Iteration 43Q (1214.570000 sec): 3 clusters
  Score: Raw -5537718.500867 + Penalty 3515.275401 = -5534203.225465
  nChanged 13
		SP:Iteration 44Q (1215.020000 sec): 3 clusters
  Score: Raw -5537719.009300 + Penalty 3515.275401 = -5534203.733899
  nChanged 14
		SP:Iteration 45Q (1215.410000 sec): 3 clusters
  Score: Raw -5537719.611956 + Penalty 3515.275401 = -5534204.336555
  nChanged 16
		SP:Iteration 46Q (1215.810000 sec): 3 clusters
  Score: Raw -5537720.296426 + Penalty 3515.275401 = -5534205.021025
  nChanged 18
		SP:Iteration 47Q (1216.260000 sec): 3 clusters
  Score: Raw -5537720.828981 + Penalty 3515.275401 = -5534205.553580
  nChanged 17
		SP:Iteration 48Q (1216.680000 sec): 3 clusters
  Score: Raw -5537721.350601 + Penalty 3515.275401 = -5534206.075200
  nChanged 16
		SP:Iteration 49Q (1217.110000 sec): 3 clusters
  Score: Raw -5537721.980126 + Penalty 3515.275401 = -5534206.704725
  nChanged 17
		SP:Iteration 50Q (1217.490000 sec): 3 clusters
  Score: Raw -5537722.455882 + Penalty 3515.275401 = -5534207.180481
  nChanged 12
		SP:Iteration 51Q (1217.940000 sec): 3 clusters
  Score: Raw -5537722.789327 + Penalty 3515.275401 = -5534207.513926
  nChanged 14
		SP:Iteration 52Q (1218.290000 sec): 3 clusters
  Score: Raw -5537723.090527 + Penalty 3515.275401 = -5534207.815126
  nChanged 12
		SP:Iteration 53Q (1218.670000 sec): 3 clusters
  Score: Raw -5537723.483551 + Penalty 3515.275401 = -5534208.208150
  nChanged 18
		SP:Iteration 54Q (1219.020000 sec): 3 clusters
  Score: Raw -5537724.183066 + Penalty 3515.275401 = -5534208.907665
  nChanged 16
		SP:Iteration 55Q (1219.390000 sec): 3 clusters
  Score: Raw -5537724.888438 + Penalty 3515.275401 = -5534209.613037
  nChanged 19
		SP:Iteration 56Q (1219.770000 sec): 3 clusters
  Score: Raw -5537725.569241 + Penalty 3515.275401 = -5534210.293840
  nChanged 15
		SP:Iteration 57Q (1220.140000 sec): 3 clusters
  Score: Raw -5537726.190188 + Penalty 3515.275401 = -5534210.914787
  nChanged 18
		SP:Iteration 58Q (1220.590000 sec): 3 clusters
  Score: Raw -5537726.748633 + Penalty 3515.275401 = -5534211.473232
  nChanged 12
		SP:Iteration 59Q (1220.990000 sec): 3 clusters
  Score: Raw -5537727.037837 + Penalty 3515.275401 = -5534211.762436
  nChanged 8
		SP:Iteration 60F (1221.390000 sec): 3 clusters
  Score: Raw -5537727.366589 + Penalty 3515.275401 = -5534212.091188
  nChanged 10
		SP:Iteration 61Q (1221.750000 sec): 3 clusters
  Score: Raw -5537727.633879 + Penalty 3515.275401 = -5534212.358478
  nChanged 11
		SP:Iteration 62Q (1222.160000 sec): 3 clusters
  Score: Raw -5537727.897657 + Penalty 3515.275401 = -5534212.622256
  nChanged 10
		SP:Iteration 63Q (1222.600000 sec): 3 clusters
  Score: Raw -5537728.262980 + Penalty 3515.275401 = -5534212.987579
  nChanged 15
		SP:Iteration 64Q (1222.960000 sec): 3 clusters
  Score: Raw -5537728.785051 + Penalty 3515.275401 = -5534213.509649
  nChanged 16
		SP:Iteration 65Q (1223.360000 sec): 3 clusters
  Score: Raw -5537729.238890 + Penalty 3515.275401 = -5534213.963489
  nChanged 13
		SP:Iteration 66Q (1223.790000 sec): 3 clusters
  Score: Raw -5537729.625325 + Penalty 3515.275401 = -5534214.349924
  nChanged 11
		SP:Iteration 67Q (1224.140000 sec): 3 clusters
  Score: Raw -5537730.026264 + Penalty 3515.275401 = -5534214.750863
  nChanged 17
		SP:Iteration 68Q (1224.550000 sec): 3 clusters
  Score: Raw -5537730.584923 + Penalty 3515.275401 = -5534215.309522
  nChanged 17
		SP:Iteration 69Q (1224.950000 sec): 3 clusters
  Score: Raw -5537731.038196 + Penalty 3515.275401 = -5534215.762794
  nChanged 15
		SP:Iteration 70Q (1225.310000 sec): 3 clusters
  Score: Raw -5537731.577696 + Penalty 3515.275401 = -5534216.302295
  nChanged 18
		SP:Iteration 71Q (1225.670000 sec): 3 clusters
  Score: Raw -5537732.148313 + Penalty 3515.275401 = -5534216.872912
  nChanged 23
		SP:Iteration 72Q (1226.010000 sec): 3 clusters
  Score: Raw -5537733.179465 + Penalty 3515.275401 = -5534217.904063
  nChanged 24
		SP:Iteration 73Q (1226.370000 sec): 3 clusters
  Score: Raw -5537733.783861 + Penalty 3515.275401 = -5534218.508460
  nChanged 9
		SP:Iteration 74Q (1226.770000 sec): 3 clusters
  Score: Raw -5537733.962474 + Penalty 3515.275401 = -5534218.687073
  nChanged 6
		SP:Iteration 75Q (1227.120000 sec): 3 clusters
  Score: Raw -5537734.121112 + Penalty 3515.275401 = -5534218.845711
  nChanged 9
		SP:Iteration 76Q (1227.520000 sec): 3 clusters
  Score: Raw -5537734.311719 + Penalty 3515.275401 = -5534219.036318
  nChanged 6
		SP:Iteration 77Q (1227.960000 sec): 3 clusters
  Score: Raw -5537734.502464 + Penalty 3515.275401 = -5534219.227063
  nChanged 4
		SP:Iteration 78Q (1228.390000 sec): 3 clusters
  Score: Raw -5537734.575065 + Penalty 3515.275401 = -5534219.299664
  nChanged 1
		SP:Iteration 79Q (1228.860000 sec): 3 clusters
  Score: Raw -5537734.585694 + Penalty 3515.275401 = -5534219.310293
  nChanged 0
		SP:Iteration 80F (1229.320000 sec): 3 clusters
  Score: Raw -5537734.585694 + Penalty 3515.275401 = -5534219.310293
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (20469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1229.460000 sec): 2 clusters
  Score: Raw -2233015.933796 + Penalty 1613.083359 = -2231402.850437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1229.720000 sec): 3 clusters
  Score: Raw -2220836.267939 + Penalty 3226.166718 = -2217610.101221
  nChanged 9257
		SP:Iteration 1F (1230.070000 sec): 3 clusters
  Score: Raw -2226891.779112 + Penalty 3226.166718 = -2223665.612393
  nChanged 1643
		SP:Iteration 2F (1230.330000 sec): 3 clusters
  Score: Raw -2228363.427163 + Penalty 3226.166718 = -2225137.260444
  nChanged 1837
		SP:Iteration 3F (1230.630000 sec): 3 clusters
  Score: Raw -2230676.203793 + Penalty 3226.166718 = -2227450.037075
  nChanged 2071
		SP:Iteration 4F (1230.880000 sec): 3 clusters
  Score: Raw -2233460.884406 + Penalty 3226.166718 = -2230234.717688
  nChanged 1905
		SP:Iteration 5F (1231.160000 sec): 3 clusters
  Score: Raw -2235518.722781 + Penalty 3226.166718 = -2232292.556063
  nChanged 1383
		SP:Iteration 6F (1231.480000 sec): 3 clusters
  Score: Raw -2236545.671612 + Penalty 3226.166718 = -2233319.504894
  nChanged 864
		SP:Iteration 7Q (1231.730000 sec): 3 clusters
  Score: Raw -2236980.049372 + Penalty 3226.166718 = -2233753.882654
  nChanged 584
		SP:Iteration 8Q (1231.970000 sec): 3 clusters
  Score: Raw -2237210.314123 + Penalty 3226.166718 = -2233984.147405
  nChanged 413
		SP:Iteration 9Q (1232.200000 sec): 3 clusters
  Score: Raw -2237341.373959 + Penalty 3226.166718 = -2234115.207241
  nChanged 291
		SP:Iteration 10Q (1232.450000 sec): 3 clusters
  Score: Raw -2237418.908389 + Penalty 3226.166718 = -2234192.741670
  nChanged 236
		SP:Iteration 11Q (1232.690000 sec): 3 clusters
  Score: Raw -2237470.257096 + Penalty 3226.166718 = -2234244.090377
  nChanged 148
		SP:Iteration 12Q (1232.960000 sec): 3 clusters
  Score: Raw -2237494.194564 + Penalty 3226.166718 = -2234268.027845
  nChanged 111
		SP:Iteration 13Q (1233.230000 sec): 3 clusters
  Score: Raw -2237510.108638 + Penalty 3226.166718 = -2234283.941920
  nChanged 94
		SP:Iteration 14Q (1233.480000 sec): 3 clusters
  Score: Raw -2237521.934956 + Penalty 3226.166718 = -2234295.768237
  nChanged 84
		SP:Iteration 15Q (1233.690000 sec): 3 clusters
  Score: Raw -2237531.961788 + Penalty 3226.166718 = -2234305.795070
  nChanged 74
		SP:Iteration 16Q (1233.920000 sec): 3 clusters
  Score: Raw -2237540.145492 + Penalty 3226.166718 = -2234313.978774
  nChanged 72
		SP:Iteration 17Q (1234.200000 sec): 3 clusters
  Score: Raw -2237548.640673 + Penalty 3226.166718 = -2234322.473955
  nChanged 62
		SP:Iteration 18Q (1234.440000 sec): 3 clusters
  Score: Raw -2237554.654385 + Penalty 3226.166718 = -2234328.487666
  nChanged 57
		SP:Iteration 19Q (1234.730000 sec): 3 clusters
  Score: Raw -2237559.225689 + Penalty 3226.166718 = -2234333.058971
  nChanged 37
		SP:Iteration 20F (1234.960000 sec): 3 clusters
  Score: Raw -2237562.067708 + Penalty 3226.166718 = -2234335.900989
  nChanged 33
		SP:Iteration 21Q (1235.190000 sec): 3 clusters
  Score: Raw -2237564.436539 + Penalty 3226.166718 = -2234338.269820
  nChanged 24
		SP:Iteration 22Q (1235.470000 sec): 3 clusters
  Score: Raw -2237566.108176 + Penalty 3226.166718 = -2234339.941458
  nChanged 14
		SP:Iteration 23Q (1235.730000 sec): 3 clusters
  Score: Raw -2237566.844690 + Penalty 3226.166718 = -2234340.677972
  nChanged 10
		SP:Iteration 24Q (1236.000000 sec): 3 clusters
  Score: Raw -2237567.607751 + Penalty 3226.166718 = -2234341.441033
  nChanged 12
		SP:Iteration 25Q (1236.290000 sec): 3 clusters
  Score: Raw -2237568.329716 + Penalty 3226.166718 = -2234342.162998
  nChanged 8
		SP:Iteration 26Q (1236.530000 sec): 3 clusters
  Score: Raw -2237568.895293 + Penalty 3226.166718 = -2234342.728575
  nChanged 13
		SP:Iteration 27Q (1236.800000 sec): 3 clusters
  Score: Raw -2237569.894480 + Penalty 3226.166718 = -2234343.727762
  nChanged 8
		SP:Iteration 28Q (1237.070000 sec): 3 clusters
  Score: Raw -2237570.628000 + Penalty 3226.166718 = -2234344.461282
  nChanged 11
		SP:Iteration 29Q (1237.360000 sec): 3 clusters
  Score: Raw -2237571.287362 + Penalty 3226.166718 = -2234345.120644
  nChanged 12
		SP:Iteration 30Q (1237.650000 sec): 3 clusters
  Score: Raw -2237571.864883 + Penalty 3226.166718 = -2234345.698164
  nChanged 6
		SP:Iteration 31Q (1237.880000 sec): 3 clusters
  Score: Raw -2237572.243523 + Penalty 3226.166718 = -2234346.076804
  nChanged 6
		SP:Iteration 32Q (1238.170000 sec): 3 clusters
  Score: Raw -2237572.709099 + Penalty 3226.166718 = -2234346.542381
  nChanged 11
		SP:Iteration 33Q (1238.410000 sec): 3 clusters
  Score: Raw -2237573.356522 + Penalty 3226.166718 = -2234347.189804
  nChanged 6
		SP:Iteration 34Q (1238.650000 sec): 3 clusters
  Score: Raw -2237573.642694 + Penalty 3226.166718 = -2234347.475976
  nChanged 4
		SP:Iteration 35Q (1238.890000 sec): 3 clusters
  Score: Raw -2237573.829548 + Penalty 3226.166718 = -2234347.662830
  nChanged 1
		SP:Iteration 36Q (1239.140000 sec): 3 clusters
  Score: Raw -2237573.876271 + Penalty 3226.166718 = -2234347.709552
  nChanged 2
		SP:Iteration 37Q (1239.400000 sec): 3 clusters
  Score: Raw -2237574.007020 + Penalty 3226.166718 = -2234347.840302
  nChanged 2
		SP:Iteration 38Q (1239.620000 sec): 3 clusters
  Score: Raw -2237574.100964 + Penalty 3226.166718 = -2234347.934246
  nChanged 0
		SP:Iteration 39F (1239.910000 sec): 3 clusters
  Score: Raw -2237574.100964 + Penalty 3226.166718 = -2234347.934246
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (87748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1240.390000 sec): 2 clusters
  Score: Raw -10076452.280777 + Penalty 1849.611457 = -10074602.669320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1240.950000 sec): 3 clusters
  Score: Raw -10019870.584488 + Penalty 3699.222913 = -10016171.361575
  nChanged 41685
		SP:Iteration 1F (1241.490000 sec): 3 clusters
  Score: Raw -10045584.096176 + Penalty 3699.222913 = -10041884.873262
  nChanged 4294
		SP:Iteration 2Q (1242.050000 sec): 3 clusters
  Score: Raw -10048160.832472 + Penalty 3699.222913 = -10044461.609559
  nChanged 5309
		SP:Iteration 3F (1242.580000 sec): 3 clusters
  Score: Raw -10051552.661252 + Penalty 3699.222913 = -10047853.438338
  nChanged 5941
		SP:Iteration 4F (1243.130000 sec): 3 clusters
  Score: Raw -10055060.298823 + Penalty 3699.222913 = -10051361.075910
  nChanged 6018
		SP:Iteration 5F (1243.680000 sec): 3 clusters
  Score: Raw -10058709.652660 + Penalty 3699.222913 = -10055010.429747
  nChanged 5751
		SP:Iteration 6F (1244.250000 sec): 3 clusters
  Score: Raw -10062306.445413 + Penalty 3699.222913 = -10058607.222499
  nChanged 4993
		SP:Iteration 7F (1244.850000 sec): 3 clusters
  Score: Raw -10065456.373484 + Penalty 3699.222913 = -10061757.150570
  nChanged 4274
		SP:Iteration 8Q (1245.400000 sec): 3 clusters
  Score: Raw -10068119.444634 + Penalty 3699.222913 = -10064420.221721
  nChanged 3538
		SP:Iteration 9Q (1246.000000 sec): 3 clusters
  Score: Raw -10070126.056279 + Penalty 3699.222913 = -10066426.833366
  nChanged 2640
		SP:Iteration 10Q (1246.630000 sec): 3 clusters
  Score: Raw -10071351.457066 + Penalty 3699.222913 = -10067652.234153
  nChanged 1974
		SP:Iteration 11Q (1247.320000 sec): 3 clusters
  Score: Raw -10072131.761849 + Penalty 3699.222913 = -10068432.538936
  nChanged 1625
		SP:Iteration 12Q (1247.940000 sec): 3 clusters
  Score: Raw -10072719.106622 + Penalty 3699.222913 = -10069019.883709
  nChanged 1483
		SP:Iteration 13Q (1248.560000 sec): 3 clusters
  Score: Raw -10073233.417420 + Penalty 3699.222913 = -10069534.194507
  nChanged 1413
		SP:Iteration 14Q (1249.140000 sec): 3 clusters
  Score: Raw -10073718.351858 + Penalty 3699.222913 = -10070019.128944
  nChanged 1413
		SP:Iteration 15Q (1249.720000 sec): 3 clusters
  Score: Raw -10074214.226064 + Penalty 3699.222913 = -10070515.003151
  nChanged 1369
		SP:Iteration 16Q (1250.230000 sec): 3 clusters
  Score: Raw -10074706.424613 + Penalty 3699.222913 = -10071007.201700
  nChanged 1361
		SP:Iteration 17Q (1250.780000 sec): 3 clusters
  Score: Raw -10075264.991292 + Penalty 3699.222913 = -10071565.768379
  nChanged 1364
		SP:Iteration 18Q (1251.250000 sec): 3 clusters
  Score: Raw -10075899.766846 + Penalty 3699.222913 = -10072200.543932
  nChanged 1353
		SP:Iteration 19Q (1251.770000 sec): 3 clusters
  Score: Raw -10076591.816250 + Penalty 3699.222913 = -10072892.593337
  nChanged 1316
		SP:Iteration 20F (1252.240000 sec): 3 clusters
  Score: Raw -10077377.925624 + Penalty 3699.222913 = -10073678.702711
  nChanged 1223
		SP:Iteration 21Q (1252.960000 sec): 3 clusters
  Score: Raw -10078155.863721 + Penalty 3699.222913 = -10074456.640808
  nChanged 1085
		SP:Iteration 22Q (1253.510000 sec): 3 clusters
  Score: Raw -10078819.060120 + Penalty 3699.222913 = -10075119.837206
  nChanged 997
		SP:Iteration 23Q (1254.060000 sec): 3 clusters
  Score: Raw -10079347.333451 + Penalty 3699.222913 = -10075648.110538
  nChanged 838
		SP:Iteration 24Q (1254.700000 sec): 3 clusters
  Score: Raw -10079727.557602 + Penalty 3699.222913 = -10076028.334689
  nChanged 758
		SP:Iteration 25Q (1255.260000 sec): 3 clusters
  Score: Raw -10080030.000560 + Penalty 3699.222913 = -10076330.777647
  nChanged 617
		SP:Iteration 26Q (1255.800000 sec): 3 clusters
  Score: Raw -10080282.614699 + Penalty 3699.222913 = -10076583.391786
  nChanged 609
		SP:Iteration 27Q (1256.380000 sec): 3 clusters
  Score: Raw -10080601.860782 + Penalty 3699.222913 = -10076902.637869
  nChanged 607
		SP:Iteration 28Q (1256.850000 sec): 3 clusters
  Score: Raw -10080996.684357 + Penalty 3699.222913 = -10077297.461444
  nChanged 581
		SP:Iteration 29Q (1257.330000 sec): 3 clusters
  Score: Raw -10081392.811205 + Penalty 3699.222913 = -10077693.588292
  nChanged 547
		SP:Iteration 30Q (1257.820000 sec): 3 clusters
  Score: Raw -10081697.705342 + Penalty 3699.222913 = -10077998.482429
  nChanged 476
		SP:Iteration 31Q (1258.380000 sec): 3 clusters
  Score: Raw -10081909.620718 + Penalty 3699.222913 = -10078210.397805
  nChanged 396
		SP:Iteration 32Q (1258.910000 sec): 3 clusters
  Score: Raw -10082068.078759 + Penalty 3699.222913 = -10078368.855846
  nChanged 347
		SP:Iteration 33Q (1259.410000 sec): 3 clusters
  Score: Raw -10082191.738856 + Penalty 3699.222913 = -10078492.515943
  nChanged 297
		SP:Iteration 34Q (1259.930000 sec): 3 clusters
  Score: Raw -10082283.098119 + Penalty 3699.222913 = -10078583.875206
  nChanged 247
		SP:Iteration 35Q (1260.470000 sec): 3 clusters
  Score: Raw -10082360.717500 + Penalty 3699.222913 = -10078661.494587
  nChanged 230
		SP:Iteration 36Q (1261.040000 sec): 3 clusters
  Score: Raw -10082431.341953 + Penalty 3699.222913 = -10078732.119040
  nChanged 222
		SP:Iteration 37Q (1261.620000 sec): 3 clusters
  Score: Raw -10082503.546155 + Penalty 3699.222913 = -10078804.323241
  nChanged 211
		SP:Iteration 38Q (1262.140000 sec): 3 clusters
  Score: Raw -10082574.138781 + Penalty 3699.222913 = -10078874.915868
  nChanged 204
		SP:Iteration 39Q (1262.590000 sec): 3 clusters
  Score: Raw -10082643.081844 + Penalty 3699.222913 = -10078943.858930
  nChanged 201
		SP:Iteration 40F (1263.090000 sec): 3 clusters
  Score: Raw -10082712.050401 + Penalty 3699.222913 = -10079012.827488
  nChanged 197
		SP:Iteration 41Q (1263.560000 sec): 3 clusters
  Score: Raw -10082770.031978 + Penalty 3699.222913 = -10079070.809064
  nChanged 160
		SP:Iteration 42Q (1264.050000 sec): 3 clusters
  Score: Raw -10082809.922535 + Penalty 3699.222913 = -10079110.699622
  nChanged 139
		SP:Iteration 43Q (1264.520000 sec): 3 clusters
  Score: Raw -10082845.750852 + Penalty 3699.222913 = -10079146.527938
  nChanged 128
		SP:Iteration 44Q (1265.010000 sec): 3 clusters
  Score: Raw -10082877.622162 + Penalty 3699.222913 = -10079178.399248
  nChanged 117
		SP:Iteration 45Q (1265.500000 sec): 3 clusters
  Score: Raw -10082903.462831 + Penalty 3699.222913 = -10079204.239917
  nChanged 105
		SP:Iteration 46Q (1265.960000 sec): 3 clusters
  Score: Raw -10082925.069550 + Penalty 3699.222913 = -10079225.846636
  nChanged 105
		SP:Iteration 47Q (1266.470000 sec): 3 clusters
  Score: Raw -10082945.817198 + Penalty 3699.222913 = -10079246.594284
  nChanged 84
		SP:Iteration 48Q (1267.030000 sec): 3 clusters
  Score: Raw -10082962.568325 + Penalty 3699.222913 = -10079263.345412
  nChanged 84
		SP:Iteration 49Q (1267.540000 sec): 3 clusters
  Score: Raw -10082980.506376 + Penalty 3699.222913 = -10079281.283462
  nChanged 81
		SP:Iteration 50Q (1268.030000 sec): 3 clusters
  Score: Raw -10082997.377081 + Penalty 3699.222913 = -10079298.154168
  nChanged 82
		SP:Iteration 51Q (1268.480000 sec): 3 clusters
  Score: Raw -10083012.652958 + Penalty 3699.222913 = -10079313.430044
  nChanged 78
		SP:Iteration 52Q (1269.030000 sec): 3 clusters
  Score: Raw -10083028.525882 + Penalty 3699.222913 = -10079329.302969
  nChanged 89
		SP:Iteration 53Q (1269.790000 sec): 3 clusters
  Score: Raw -10083050.304457 + Penalty 3699.222913 = -10079351.081544
  nChanged 91
		SP:Iteration 54Q (1270.350000 sec): 3 clusters
  Score: Raw -10083071.660302 + Penalty 3699.222913 = -10079372.437388
  nChanged 84
		SP:Iteration 55Q (1270.820000 sec): 3 clusters
  Score: Raw -10083087.254620 + Penalty 3699.222913 = -10079388.031706
  nChanged 74
		SP:Iteration 56Q (1271.300000 sec): 3 clusters
  Score: Raw -10083101.273967 + Penalty 3699.222913 = -10079402.051053
  nChanged 73
		SP:Iteration 57Q (1271.730000 sec): 3 clusters
  Score: Raw -10083116.512908 + Penalty 3699.222913 = -10079417.289995
  nChanged 73
		SP:Iteration 58Q (1272.240000 sec): 3 clusters
  Score: Raw -10083131.150276 + Penalty 3699.222913 = -10079431.927362
  nChanged 66
		SP:Iteration 59Q (1272.740000 sec): 3 clusters
  Score: Raw -10083144.328695 + Penalty 3699.222913 = -10079445.105782
  nChanged 59
		SP:Iteration 60F (1273.260000 sec): 3 clusters
  Score: Raw -10083155.304997 + Penalty 3699.222913 = -10079456.082084
  nChanged 55
		SP:Iteration 61Q (1273.690000 sec): 3 clusters
  Score: Raw -10083164.871051 + Penalty 3699.222913 = -10079465.648138
  nChanged 41
		SP:Iteration 62Q (1274.150000 sec): 3 clusters
  Score: Raw -10083170.615186 + Penalty 3699.222913 = -10079471.392273
  nChanged 28
		SP:Iteration 63Q (1274.590000 sec): 3 clusters
  Score: Raw -10083175.162737 + Penalty 3699.222913 = -10079475.939823
  nChanged 38
		SP:Iteration 64Q (1275.180000 sec): 3 clusters
  Score: Raw -10083182.700156 + Penalty 3699.222913 = -10079483.477243
  nChanged 45
		SP:Iteration 65Q (1275.810000 sec): 3 clusters
  Score: Raw -10083192.231486 + Penalty 3699.222913 = -10079493.008573
  nChanged 50
		SP:Iteration 66Q (1276.340000 sec): 3 clusters
  Score: Raw -10083200.992878 + Penalty 3699.222913 = -10079501.769965
  nChanged 41
		SP:Iteration 67Q (1276.870000 sec): 3 clusters
  Score: Raw -10083208.888615 + Penalty 3699.222913 = -10079509.665702
  nChanged 54
		SP:Iteration 68Q (1277.390000 sec): 3 clusters
  Score: Raw -10083221.689584 + Penalty 3699.222913 = -10079522.466671
  nChanged 54
		SP:Iteration 69Q (1278.010000 sec): 3 clusters
  Score: Raw -10083233.562332 + Penalty 3699.222913 = -10079534.339419
  nChanged 43
		SP:Iteration 70Q (1278.630000 sec): 3 clusters
  Score: Raw -10083242.602326 + Penalty 3699.222913 = -10079543.379413
  nChanged 44
		SP:Iteration 71Q (1279.120000 sec): 3 clusters
  Score: Raw -10083251.699971 + Penalty 3699.222913 = -10079552.477057
  nChanged 39
		SP:Iteration 72Q (1279.600000 sec): 3 clusters
  Score: Raw -10083260.881685 + Penalty 3699.222913 = -10079561.658772
  nChanged 38
		SP:Iteration 73Q (1280.090000 sec): 3 clusters
  Score: Raw -10083270.804706 + Penalty 3699.222913 = -10079571.581793
  nChanged 51
		SP:Iteration 74Q (1280.550000 sec): 3 clusters
  Score: Raw -10083288.358637 + Penalty 3699.222913 = -10079589.135723
  nChanged 73
		SP:Iteration 75Q (1281.010000 sec): 3 clusters
  Score: Raw -10083327.910066 + Penalty 3699.222913 = -10079628.687152
  nChanged 100
		SP:Iteration 76Q (1281.540000 sec): 3 clusters
  Score: Raw -10083391.316498 + Penalty 3699.222913 = -10079692.093584
  nChanged 98
		SP:Iteration 77Q (1282.040000 sec): 3 clusters
  Score: Raw -10083452.760287 + Penalty 3699.222913 = -10079753.537373
  nChanged 89
		SP:Iteration 78Q (1282.560000 sec): 3 clusters
  Score: Raw -10083524.764300 + Penalty 3699.222913 = -10079825.541386
  nChanged 98
		SP:Iteration 79Q (1283.050000 sec): 3 clusters
  Score: Raw -10083579.620699 + Penalty 3699.222913 = -10079880.397785
  nChanged 64
		SP:Iteration 80F (1283.680000 sec): 3 clusters
  Score: Raw -10083612.384123 + Penalty 3699.222913 = -10079913.161210
  nChanged 54
		SP:Iteration 81Q (1284.190000 sec): 3 clusters
  Score: Raw -10083635.959959 + Penalty 3699.222913 = -10079936.737045
  nChanged 42
		SP:Iteration 82Q (1284.680000 sec): 3 clusters
  Score: Raw -10083648.962922 + Penalty 3699.222913 = -10079949.740009
  nChanged 19
		SP:Iteration 83Q (1285.160000 sec): 3 clusters
  Score: Raw -10083652.737662 + Penalty 3699.222913 = -10079953.514749
  nChanged 12
		SP:Iteration 84Q (1285.740000 sec): 3 clusters
  Score: Raw -10083654.442440 + Penalty 3699.222913 = -10079955.219527
  nChanged 8
		SP:Iteration 85Q (1286.220000 sec): 3 clusters
  Score: Raw -10083655.226326 + Penalty 3699.222913 = -10079956.003412
  nChanged 2
		SP:Iteration 86Q (1286.810000 sec): 3 clusters
  Score: Raw -10083655.372448 + Penalty 3699.222913 = -10079956.149535
  nChanged 1
		SP:Iteration 87Q (1287.440000 sec): 3 clusters
  Score: Raw -10083655.507040 + Penalty 3699.222913 = -10079956.284126
  nChanged 0
		SP:Iteration 88F (1288.070000 sec): 3 clusters
  Score: Raw -10083655.507040 + Penalty 3699.222913 = -10079956.284126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (101047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1288.520000 sec): 2 clusters
  Score: Raw -11989435.872892 + Penalty 1872.542918 = -11987563.329974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1289.120000 sec): 3 clusters
  Score: Raw -11923849.409887 + Penalty 3745.085836 = -11920104.324051
  nChanged 48318
		SP:Iteration 1F (1289.630000 sec): 3 clusters
  Score: Raw -11957496.862824 + Penalty 3745.085836 = -11953751.776988
  nChanged 7968
		SP:Iteration 2F (1290.200000 sec): 3 clusters
  Score: Raw -11966609.034331 + Penalty 3745.085836 = -11962863.948495
  nChanged 9538
		SP:Iteration 3F (1290.750000 sec): 3 clusters
  Score: Raw -11977667.883912 + Penalty 3745.085836 = -11973922.798076
  nChanged 8797
		SP:Iteration 4F (1291.390000 sec): 3 clusters
  Score: Raw -11985723.842181 + Penalty 3745.085836 = -11981978.756345
  nChanged 6728
		SP:Iteration 5F (1292.160000 sec): 3 clusters
  Score: Raw -11990019.171918 + Penalty 3745.085836 = -11986274.086082
  nChanged 4616
		SP:Iteration 6Q (1292.810000 sec): 3 clusters
  Score: Raw -11992439.664002 + Penalty 3745.085836 = -11988694.578166
  nChanged 3500
		SP:Iteration 7Q (1293.420000 sec): 3 clusters
  Score: Raw -11994482.835132 + Penalty 3745.085836 = -11990737.749296
  nChanged 3238
		SP:Iteration 8Q (1293.990000 sec): 3 clusters
  Score: Raw -11997078.708328 + Penalty 3745.085836 = -11993333.622492
  nChanged 3543
		SP:Iteration 9Q (1294.550000 sec): 3 clusters
  Score: Raw -12001233.399673 + Penalty 3745.085836 = -11997488.313837
  nChanged 3654
		SP:Iteration 10Q (1295.100000 sec): 3 clusters
  Score: Raw -12006199.330878 + Penalty 3745.085836 = -12002454.245042
  nChanged 3061
		SP:Iteration 11Q (1295.630000 sec): 3 clusters
  Score: Raw -12008969.843071 + Penalty 3745.085836 = -12005224.757235
  nChanged 2104
		SP:Iteration 12Q (1296.190000 sec): 3 clusters
  Score: Raw -12009991.074355 + Penalty 3745.085836 = -12006245.988519
  nChanged 1317
		SP:Iteration 13Q (1296.760000 sec): 3 clusters
  Score: Raw -12010398.717872 + Penalty 3745.085836 = -12006653.632036
  nChanged 872
		SP:Iteration 14Q (1297.330000 sec): 3 clusters
  Score: Raw -12010618.855786 + Penalty 3745.085836 = -12006873.769950
  nChanged 660
		SP:Iteration 15Q (1297.880000 sec): 3 clusters
  Score: Raw -12010757.717731 + Penalty 3745.085836 = -12007012.631895
  nChanged 493
		SP:Iteration 16Q (1298.550000 sec): 3 clusters
  Score: Raw -12010842.863903 + Penalty 3745.085836 = -12007097.778067
  nChanged 453
		SP:Iteration 17Q (1299.210000 sec): 3 clusters
  Score: Raw -12010912.723072 + Penalty 3745.085836 = -12007167.637236
  nChanged 386
		SP:Iteration 18Q (1299.860000 sec): 3 clusters
  Score: Raw -12010962.463821 + Penalty 3745.085836 = -12007217.377985
  nChanged 346
		SP:Iteration 19Q (1300.540000 sec): 3 clusters
  Score: Raw -12011002.108077 + Penalty 3745.085836 = -12007257.022240
  nChanged 315
		SP:Iteration 20F (1301.160000 sec): 3 clusters
  Score: Raw -12011034.635990 + Penalty 3745.085836 = -12007289.550153
  nChanged 280
		SP:Iteration 21Q (1301.690000 sec): 3 clusters
  Score: Raw -12011062.749393 + Penalty 3745.085836 = -12007317.663557
  nChanged 292
		SP:Iteration 22Q (1302.280000 sec): 3 clusters
  Score: Raw -12011090.763023 + Penalty 3745.085836 = -12007345.677187
  nChanged 277
		SP:Iteration 23Q (1302.910000 sec): 3 clusters
  Score: Raw -12011115.963494 + Penalty 3745.085836 = -12007370.877658
  nChanged 247
		SP:Iteration 24Q (1303.490000 sec): 3 clusters
  Score: Raw -12011137.226469 + Penalty 3745.085836 = -12007392.140632
  nChanged 217
		SP:Iteration 25Q (1304.050000 sec): 3 clusters
  Score: Raw -12011154.666647 + Penalty 3745.085836 = -12007409.580811
  nChanged 191
		SP:Iteration 26Q (1304.630000 sec): 3 clusters
  Score: Raw -12011169.876412 + Penalty 3745.085836 = -12007424.790576
  nChanged 180
		SP:Iteration 27Q (1305.180000 sec): 3 clusters
  Score: Raw -12011182.834534 + Penalty 3745.085836 = -12007437.748698
  nChanged 169
		SP:Iteration 28Q (1305.720000 sec): 3 clusters
  Score: Raw -12011194.639546 + Penalty 3745.085836 = -12007449.553710
  nChanged 175
		SP:Iteration 29Q (1306.300000 sec): 3 clusters
  Score: Raw -12011206.147931 + Penalty 3745.085836 = -12007461.062095
  nChanged 159
		SP:Iteration 30Q (1306.920000 sec): 3 clusters
  Score: Raw -12011216.097020 + Penalty 3745.085836 = -12007471.011184
  nChanged 159
		SP:Iteration 31Q (1307.510000 sec): 3 clusters
  Score: Raw -12011226.528446 + Penalty 3745.085836 = -12007481.442610
  nChanged 152
		SP:Iteration 32Q (1308.100000 sec): 3 clusters
  Score: Raw -12011236.918365 + Penalty 3745.085836 = -12007491.832529
  nChanged 162
		SP:Iteration 33Q (1308.720000 sec): 3 clusters
  Score: Raw -12011249.872344 + Penalty 3745.085836 = -12007504.786508
  nChanged 167
		SP:Iteration 34Q (1309.390000 sec): 3 clusters
  Score: Raw -12011263.651822 + Penalty 3745.085836 = -12007518.565986
  nChanged 186
		SP:Iteration 35Q (1310.020000 sec): 3 clusters
  Score: Raw -12011279.705932 + Penalty 3745.085836 = -12007534.620096
  nChanged 186
		SP:Iteration 36Q (1310.640000 sec): 3 clusters
  Score: Raw -12011293.181618 + Penalty 3745.085836 = -12007548.095782
  nChanged 156
		SP:Iteration 37Q (1311.380000 sec): 3 clusters
  Score: Raw -12011304.316411 + Penalty 3745.085836 = -12007559.230575
  nChanged 147
		SP:Iteration 38Q (1311.980000 sec): 3 clusters
  Score: Raw -12011314.894371 + Penalty 3745.085836 = -12007569.808534
  nChanged 139
		SP:Iteration 39Q (1312.560000 sec): 3 clusters
  Score: Raw -12011324.279504 + Penalty 3745.085836 = -12007579.193668
  nChanged 150
		SP:Iteration 40F (1313.180000 sec): 3 clusters
  Score: Raw -12011335.073700 + Penalty 3745.085836 = -12007589.987864
  nChanged 156
		SP:Iteration 41Q (1313.760000 sec): 3 clusters
  Score: Raw -12011345.936642 + Penalty 3745.085836 = -12007600.850806
  nChanged 151
		SP:Iteration 42Q (1314.290000 sec): 3 clusters
  Score: Raw -12011357.644267 + Penalty 3745.085836 = -12007612.558431
  nChanged 159
		SP:Iteration 43Q (1315.080000 sec): 3 clusters
  Score: Raw -12011369.811019 + Penalty 3745.085836 = -12007624.725183
  nChanged 163
		SP:Iteration 44Q (1315.770000 sec): 3 clusters
  Score: Raw -12011382.743545 + Penalty 3745.085836 = -12007637.657709
  nChanged 161
		SP:Iteration 45Q (1316.470000 sec): 3 clusters
  Score: Raw -12011394.007821 + Penalty 3745.085836 = -12007648.921985
  nChanged 149
		SP:Iteration 46Q (1317.140000 sec): 3 clusters
  Score: Raw -12011404.703703 + Penalty 3745.085836 = -12007659.617867
  nChanged 152
		SP:Iteration 47Q (1317.850000 sec): 3 clusters
  Score: Raw -12011413.426732 + Penalty 3745.085836 = -12007668.340896
  nChanged 128
		SP:Iteration 48Q (1318.560000 sec): 3 clusters
  Score: Raw -12011421.191581 + Penalty 3745.085836 = -12007676.105745
  nChanged 130
		SP:Iteration 49Q (1319.140000 sec): 3 clusters
  Score: Raw -12011430.112737 + Penalty 3745.085836 = -12007685.026901
  nChanged 132
		SP:Iteration 50Q (1319.740000 sec): 3 clusters
  Score: Raw -12011438.881751 + Penalty 3745.085836 = -12007693.795915
  nChanged 131
		SP:Iteration 51Q (1320.300000 sec): 3 clusters
  Score: Raw -12011445.966857 + Penalty 3745.085836 = -12007700.881021
  nChanged 107
		SP:Iteration 52Q (1320.880000 sec): 3 clusters
  Score: Raw -12011451.113232 + Penalty 3745.085836 = -12007706.027396
  nChanged 88
		SP:Iteration 53Q (1321.480000 sec): 3 clusters
  Score: Raw -12011454.811203 + Penalty 3745.085836 = -12007709.725367
  nChanged 97
		SP:Iteration 54Q (1322.070000 sec): 3 clusters
  Score: Raw -12011458.584131 + Penalty 3745.085836 = -12007713.498295
  nChanged 92
		SP:Iteration 55Q (1322.720000 sec): 3 clusters
  Score: Raw -12011462.541252 + Penalty 3745.085836 = -12007717.455416
  nChanged 86
		SP:Iteration 56Q (1323.370000 sec): 3 clusters
  Score: Raw -12011466.313499 + Penalty 3745.085836 = -12007721.227663
  nChanged 86
		SP:Iteration 57Q (1324.030000 sec): 3 clusters
  Score: Raw -12011469.368619 + Penalty 3745.085836 = -12007724.282783
  nChanged 77
		SP:Iteration 58Q (1324.630000 sec): 3 clusters
  Score: Raw -12011472.339864 + Penalty 3745.085836 = -12007727.254028
  nChanged 94
		SP:Iteration 59Q (1325.280000 sec): 3 clusters
  Score: Raw -12011476.117881 + Penalty 3745.085836 = -12007731.032045
  nChanged 87
		SP:Iteration 60F (1326.030000 sec): 3 clusters
  Score: Raw -12011479.335084 + Penalty 3745.085836 = -12007734.249248
  nChanged 73
		SP:Iteration 61Q (1326.680000 sec): 3 clusters
  Score: Raw -12011481.950925 + Penalty 3745.085836 = -12007736.865089
  nChanged 66
		SP:Iteration 62Q (1327.280000 sec): 3 clusters
  Score: Raw -12011484.157919 + Penalty 3745.085836 = -12007739.072083
  nChanged 58
		SP:Iteration 63Q (1327.930000 sec): 3 clusters
  Score: Raw -12011485.723815 + Penalty 3745.085836 = -12007740.637979
  nChanged 54
		SP:Iteration 64Q (1328.550000 sec): 3 clusters
  Score: Raw -12011487.590270 + Penalty 3745.085836 = -12007742.504434
  nChanged 51
		SP:Iteration 65Q (1329.130000 sec): 3 clusters
  Score: Raw -12011489.273332 + Penalty 3745.085836 = -12007744.187496
  nChanged 61
		SP:Iteration 66Q (1329.700000 sec): 3 clusters
  Score: Raw -12011491.293393 + Penalty 3745.085836 = -12007746.207557
  nChanged 61
		SP:Iteration 67Q (1330.240000 sec): 3 clusters
  Score: Raw -12011493.350786 + Penalty 3745.085836 = -12007748.264950
  nChanged 62
		SP:Iteration 68Q (1330.780000 sec): 3 clusters
  Score: Raw -12011495.465842 + Penalty 3745.085836 = -12007750.380006
  nChanged 71
		SP:Iteration 69Q (1331.410000 sec): 3 clusters
  Score: Raw -12011498.280297 + Penalty 3745.085836 = -12007753.194461
  nChanged 72
		SP:Iteration 70Q (1332.050000 sec): 3 clusters
  Score: Raw -12011500.971058 + Penalty 3745.085836 = -12007755.885222
  nChanged 74
		SP:Iteration 71Q (1332.690000 sec): 3 clusters
  Score: Raw -12011503.918712 + Penalty 3745.085836 = -12007758.832876
  nChanged 71
		SP:Iteration 72Q (1333.360000 sec): 3 clusters
  Score: Raw -12011506.441275 + Penalty 3745.085836 = -12007761.355439
  nChanged 71
		SP:Iteration 73Q (1334.000000 sec): 3 clusters
  Score: Raw -12011509.099863 + Penalty 3745.085836 = -12007764.014027
  nChanged 62
		SP:Iteration 74Q (1334.620000 sec): 3 clusters
  Score: Raw -12011511.324900 + Penalty 3745.085836 = -12007766.239064
  nChanged 58
		SP:Iteration 75Q (1335.300000 sec): 3 clusters
  Score: Raw -12011513.258074 + Penalty 3745.085836 = -12007768.172238
  nChanged 58
		SP:Iteration 76Q (1335.900000 sec): 3 clusters
  Score: Raw -12011514.654377 + Penalty 3745.085836 = -12007769.568541
  nChanged 48
		SP:Iteration 77Q (1336.520000 sec): 3 clusters
  Score: Raw -12011515.962810 + Penalty 3745.085836 = -12007770.876974
  nChanged 51
		SP:Iteration 78Q (1337.110000 sec): 3 clusters
  Score: Raw -12011517.302351 + Penalty 3745.085836 = -12007772.216515
  nChanged 42
		SP:Iteration 79Q (1337.690000 sec): 3 clusters
  Score: Raw -12011518.519142 + Penalty 3745.085836 = -12007773.433306
  nChanged 41
		SP:Iteration 80F (1338.210000 sec): 3 clusters
  Score: Raw -12011519.879551 + Penalty 3745.085836 = -12007774.793715
  nChanged 44
		SP:Iteration 81Q (1338.740000 sec): 3 clusters
  Score: Raw -12011520.972426 + Penalty 3745.085836 = -12007775.886590
  nChanged 37
		SP:Iteration 82Q (1339.250000 sec): 3 clusters
  Score: Raw -12011522.048867 + Penalty 3745.085836 = -12007776.963031
  nChanged 40
		SP:Iteration 83Q (1339.910000 sec): 3 clusters
  Score: Raw -12011523.122747 + Penalty 3745.085836 = -12007778.036911
  nChanged 38
		SP:Iteration 84Q (1340.510000 sec): 3 clusters
  Score: Raw -12011524.044667 + Penalty 3745.085836 = -12007778.958831
  nChanged 38
		SP:Iteration 85Q (1341.170000 sec): 3 clusters
  Score: Raw -12011525.076385 + Penalty 3745.085836 = -12007779.990549
  nChanged 31
		SP:Iteration 86Q (1341.770000 sec): 3 clusters
  Score: Raw -12011525.614193 + Penalty 3745.085836 = -12007780.528357
  nChanged 28
		SP:Iteration 87Q (1342.320000 sec): 3 clusters
  Score: Raw -12011526.234530 + Penalty 3745.085836 = -12007781.148694
  nChanged 29
		SP:Iteration 88Q (1342.970000 sec): 3 clusters
  Score: Raw -12011526.981349 + Penalty 3745.085836 = -12007781.895513
  nChanged 33
		SP:Iteration 89Q (1343.510000 sec): 3 clusters
  Score: Raw -12011527.802470 + Penalty 3745.085836 = -12007782.716634
  nChanged 34
		SP:Iteration 90Q (1344.110000 sec): 3 clusters
  Score: Raw -12011528.660250 + Penalty 3745.085836 = -12007783.574414
  nChanged 37
		SP:Iteration 91Q (1344.660000 sec): 3 clusters
  Score: Raw -12011529.543579 + Penalty 3745.085836 = -12007784.457743
  nChanged 32
		SP:Iteration 92Q (1345.200000 sec): 3 clusters
  Score: Raw -12011530.259081 + Penalty 3745.085836 = -12007785.173245
  nChanged 22
		SP:Iteration 93Q (1345.760000 sec): 3 clusters
  Score: Raw -12011530.675118 + Penalty 3745.085836 = -12007785.589282
  nChanged 17
		SP:Iteration 94Q (1346.320000 sec): 3 clusters
  Score: Raw -12011531.001967 + Penalty 3745.085836 = -12007785.916131
  nChanged 14
		SP:Iteration 95Q (1346.860000 sec): 3 clusters
  Score: Raw -12011531.278708 + Penalty 3745.085836 = -12007786.192872
  nChanged 12
		SP:Iteration 96Q (1347.460000 sec): 3 clusters
  Score: Raw -12011531.530421 + Penalty 3745.085836 = -12007786.444585
  nChanged 13
		SP:Iteration 97Q (1348.060000 sec): 3 clusters
  Score: Raw -12011531.760206 + Penalty 3745.085836 = -12007786.674370
  nChanged 9
		SP:Iteration 98Q (1348.720000 sec): 3 clusters
  Score: Raw -12011532.011224 + Penalty 3745.085836 = -12007786.925388
  nChanged 15
		SP:Iteration 99Q (1349.270000 sec): 3 clusters
  Score: Raw -12011532.290725 + Penalty 3745.085836 = -12007787.204888
  nChanged 12
		SP:Iteration 100F (1349.960000 sec): 3 clusters
  Score: Raw -12011532.459027 + Penalty 3745.085836 = -12007787.373191
  nChanged 14
		SP:Iteration 101Q (1350.620000 sec): 3 clusters
  Score: Raw -12011532.679637 + Penalty 3745.085836 = -12007787.593801
  nChanged 10
		SP:Iteration 102Q (1351.320000 sec): 3 clusters
  Score: Raw -12011532.816158 + Penalty 3745.085836 = -12007787.730322
  nChanged 11
		SP:Iteration 103Q (1352.030000 sec): 3 clusters
  Score: Raw -12011532.966500 + Penalty 3745.085836 = -12007787.880664
  nChanged 9
		SP:Iteration 104Q (1352.640000 sec): 3 clusters
  Score: Raw -12011533.054875 + Penalty 3745.085836 = -12007787.969039
  nChanged 9
		SP:Iteration 105Q (1353.240000 sec): 3 clusters
  Score: Raw -12011533.164550 + Penalty 3745.085836 = -12007788.078714
  nChanged 9
		SP:Iteration 106Q (1353.810000 sec): 3 clusters
  Score: Raw -12011533.292782 + Penalty 3745.085836 = -12007788.206946
  nChanged 10
		SP:Iteration 107Q (1354.360000 sec): 3 clusters
  Score: Raw -12011533.427061 + Penalty 3745.085836 = -12007788.341225
  nChanged 9
		SP:Iteration 108Q (1354.890000 sec): 3 clusters
  Score: Raw -12011533.556502 + Penalty 3745.085836 = -12007788.470666
  nChanged 10
		SP:Iteration 109Q (1355.450000 sec): 3 clusters
  Score: Raw -12011533.662241 + Penalty 3745.085836 = -12007788.576405
  nChanged 3
		SP:Iteration 110Q (1356.110000 sec): 3 clusters
  Score: Raw -12011533.681566 + Penalty 3745.085836 = -12007788.595729
  nChanged 1
		SP:Iteration 111Q (1356.760000 sec): 3 clusters
  Score: Raw -12011533.685385 + Penalty 3745.085836 = -12007788.599549
  nChanged 1
		SP:Iteration 112Q (1357.410000 sec): 3 clusters
  Score: Raw -12011533.691691 + Penalty 3745.085836 = -12007788.605855
  nChanged 2
		SP:Iteration 113Q (1358.090000 sec): 3 clusters
  Score: Raw -12011533.699523 + Penalty 3745.085836 = -12007788.613687
  nChanged 2
		SP:Iteration 114Q (1358.650000 sec): 3 clusters
  Score: Raw -12011533.728422 + Penalty 3745.085836 = -12007788.642586
  nChanged 1
		SP:Iteration 115Q (1359.260000 sec): 3 clusters
  Score: Raw -12011533.734211 + Penalty 3745.085836 = -12007788.648375
  nChanged 1
		SP:Iteration 116Q (1359.840000 sec): 3 clusters
  Score: Raw -12011533.750627 + Penalty 3745.085836 = -12007788.664791
  nChanged 2
		SP:Iteration 117Q (1360.450000 sec): 3 clusters
  Score: Raw -12011533.772506 + Penalty 3745.085836 = -12007788.686670
  nChanged 2
		SP:Iteration 118Q (1361.050000 sec): 3 clusters
  Score: Raw -12011533.784184 + Penalty 3745.085836 = -12007788.698348
  nChanged 0
		SP:Iteration 119F (1361.680000 sec): 3 clusters
  Score: Raw -12011533.784184 + Penalty 3745.085836 = -12007788.698348
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (76048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1362.070000 sec): 2 clusters
  Score: Raw -8887666.595370 + Penalty 1826.357000 = -8885840.238370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1362.630000 sec): 3 clusters
  Score: Raw -8838750.312313 + Penalty 3652.714000 = -8835097.598313
  nChanged 36148
		SP:Iteration 1F (1363.140000 sec): 3 clusters
  Score: Raw -8860411.760171 + Penalty 3652.714000 = -8856759.046171
  nChanged 3845
		SP:Iteration 2F (1363.640000 sec): 3 clusters
  Score: Raw -8862272.408328 + Penalty 3652.714000 = -8858619.694328
  nChanged 4609
		SP:Iteration 3F (1364.190000 sec): 3 clusters
  Score: Raw -8865087.584049 + Penalty 3652.714000 = -8861434.870050
  nChanged 5407
		SP:Iteration 4F (1364.720000 sec): 3 clusters
  Score: Raw -8868881.886732 + Penalty 3652.714000 = -8865229.172733
  nChanged 5907
		SP:Iteration 5F (1365.280000 sec): 3 clusters
  Score: Raw -8873040.815645 + Penalty 3652.714000 = -8869388.101645
  nChanged 5687
		SP:Iteration 6F (1365.880000 sec): 3 clusters
  Score: Raw -8877045.900814 + Penalty 3652.714000 = -8873393.186815
  nChanged 4800
		SP:Iteration 7F (1366.470000 sec): 3 clusters
  Score: Raw -8880668.400554 + Penalty 3652.714000 = -8877015.686554
  nChanged 4115
		SP:Iteration 8F (1367.020000 sec): 3 clusters
  Score: Raw -8884117.093973 + Penalty 3652.714000 = -8880464.379973
  nChanged 3564
		SP:Iteration 9Q (1367.580000 sec): 3 clusters
  Score: Raw -8887456.159165 + Penalty 3652.714000 = -8883803.445166
  nChanged 3021
		SP:Iteration 10Q (1368.080000 sec): 3 clusters
  Score: Raw -8889953.471801 + Penalty 3652.714000 = -8886300.757802
  nChanged 2257
		SP:Iteration 11Q (1368.580000 sec): 3 clusters
  Score: Raw -8891260.958160 + Penalty 3652.714000 = -8887608.244160
  nChanged 1558
		SP:Iteration 12Q (1369.080000 sec): 3 clusters
  Score: Raw -8892017.313870 + Penalty 3652.714000 = -8888364.599871
  nChanged 1097
		SP:Iteration 13Q (1369.590000 sec): 3 clusters
  Score: Raw -8892576.613540 + Penalty 3652.714000 = -8888923.899540
  nChanged 883
		SP:Iteration 14Q (1370.140000 sec): 3 clusters
  Score: Raw -8893012.112554 + Penalty 3652.714000 = -8889359.398555
  nChanged 820
		SP:Iteration 15Q (1370.690000 sec): 3 clusters
  Score: Raw -8893328.915474 + Penalty 3652.714000 = -8889676.201475
  nChanged 766
		SP:Iteration 16Q (1371.230000 sec): 3 clusters
  Score: Raw -8893568.880317 + Penalty 3652.714000 = -8889916.166317
  nChanged 660
		SP:Iteration 17Q (1371.710000 sec): 3 clusters
  Score: Raw -8893739.200160 + Penalty 3652.714000 = -8890086.486160
  nChanged 565
		SP:Iteration 18Q (1372.220000 sec): 3 clusters
  Score: Raw -8893868.110632 + Penalty 3652.714000 = -8890215.396632
  nChanged 496
		SP:Iteration 19Q (1372.750000 sec): 3 clusters
  Score: Raw -8893963.795188 + Penalty 3652.714000 = -8890311.081188
  nChanged 434
		SP:Iteration 20F (1373.380000 sec): 3 clusters
  Score: Raw -8894038.323584 + Penalty 3652.714000 = -8890385.609585
  nChanged 377
		SP:Iteration 21Q (1373.920000 sec): 3 clusters
  Score: Raw -8894093.972102 + Penalty 3652.714000 = -8890441.258102
  nChanged 305
		SP:Iteration 22Q (1374.460000 sec): 3 clusters
  Score: Raw -8894128.731955 + Penalty 3652.714000 = -8890476.017956
  nChanged 230
		SP:Iteration 23Q (1374.970000 sec): 3 clusters
  Score: Raw -8894152.411901 + Penalty 3652.714000 = -8890499.697901
  nChanged 206
		SP:Iteration 24Q (1375.440000 sec): 3 clusters
  Score: Raw -8894171.641304 + Penalty 3652.714000 = -8890518.927305
  nChanged 172
		SP:Iteration 25Q (1375.850000 sec): 3 clusters
  Score: Raw -8894185.033724 + Penalty 3652.714000 = -8890532.319725
  nChanged 146
		SP:Iteration 26Q (1376.310000 sec): 3 clusters
  Score: Raw -8894195.598124 + Penalty 3652.714000 = -8890542.884124
  nChanged 138
		SP:Iteration 27Q (1376.720000 sec): 3 clusters
  Score: Raw -8894204.436352 + Penalty 3652.714000 = -8890551.722352
  nChanged 106
		SP:Iteration 28Q (1377.210000 sec): 3 clusters
  Score: Raw -8894211.348692 + Penalty 3652.714000 = -8890558.634693
  nChanged 105
		SP:Iteration 29Q (1377.720000 sec): 3 clusters
  Score: Raw -8894217.753320 + Penalty 3652.714000 = -8890565.039321
  nChanged 95
		SP:Iteration 30Q (1378.180000 sec): 3 clusters
  Score: Raw -8894223.311880 + Penalty 3652.714000 = -8890570.597880
  nChanged 79
		SP:Iteration 31Q (1378.690000 sec): 3 clusters
  Score: Raw -8894227.169361 + Penalty 3652.714000 = -8890574.455361
  nChanged 67
		SP:Iteration 32Q (1379.200000 sec): 3 clusters
  Score: Raw -8894231.184451 + Penalty 3652.714000 = -8890578.470452
  nChanged 58
		SP:Iteration 33Q (1379.720000 sec): 3 clusters
  Score: Raw -8894233.965232 + Penalty 3652.714000 = -8890581.251233
  nChanged 51
		SP:Iteration 34Q (1380.300000 sec): 3 clusters
  Score: Raw -8894236.304282 + Penalty 3652.714000 = -8890583.590282
  nChanged 48
		SP:Iteration 35Q (1380.730000 sec): 3 clusters
  Score: Raw -8894238.470452 + Penalty 3652.714000 = -8890585.756453
  nChanged 51
		SP:Iteration 36Q (1381.190000 sec): 3 clusters
  Score: Raw -8894240.666006 + Penalty 3652.714000 = -8890587.952007
  nChanged 47
		SP:Iteration 37Q (1381.720000 sec): 3 clusters
  Score: Raw -8894242.278416 + Penalty 3652.714000 = -8890589.564416
  nChanged 52
		SP:Iteration 38Q (1382.240000 sec): 3 clusters
  Score: Raw -8894244.682629 + Penalty 3652.714000 = -8890591.968630
  nChanged 50
		SP:Iteration 39Q (1382.830000 sec): 3 clusters
  Score: Raw -8894246.759155 + Penalty 3652.714000 = -8890594.045156
  nChanged 39
		SP:Iteration 40F (1383.340000 sec): 3 clusters
  Score: Raw -8894248.433040 + Penalty 3652.714000 = -8890595.719041
  nChanged 38
		SP:Iteration 41Q (1383.940000 sec): 3 clusters
  Score: Raw -8894250.277407 + Penalty 3652.714000 = -8890597.563408
  nChanged 32
		SP:Iteration 42Q (1384.430000 sec): 3 clusters
  Score: Raw -8894251.372463 + Penalty 3652.714000 = -8890598.658463
  nChanged 19
		SP:Iteration 43Q (1384.870000 sec): 3 clusters
  Score: Raw -8894251.965711 + Penalty 3652.714000 = -8890599.251711
  nChanged 14
		SP:Iteration 44Q (1385.340000 sec): 3 clusters
  Score: Raw -8894252.332566 + Penalty 3652.714000 = -8890599.618567
  nChanged 13
		SP:Iteration 45Q (1385.850000 sec): 3 clusters
  Score: Raw -8894252.691751 + Penalty 3652.714000 = -8890599.977752
  nChanged 15
		SP:Iteration 46Q (1386.340000 sec): 3 clusters
  Score: Raw -8894253.065485 + Penalty 3652.714000 = -8890600.351485
  nChanged 9
		SP:Iteration 47Q (1386.850000 sec): 3 clusters
  Score: Raw -8894253.326957 + Penalty 3652.714000 = -8890600.612957
  nChanged 11
		SP:Iteration 48Q (1387.350000 sec): 3 clusters
  Score: Raw -8894253.576769 + Penalty 3652.714000 = -8890600.862770
  nChanged 11
		SP:Iteration 49Q (1387.890000 sec): 3 clusters
  Score: Raw -8894253.983300 + Penalty 3652.714000 = -8890601.269300
  nChanged 17
		SP:Iteration 50Q (1388.400000 sec): 3 clusters
  Score: Raw -8894254.589209 + Penalty 3652.714000 = -8890601.875210
  nChanged 16
		SP:Iteration 51Q (1388.950000 sec): 3 clusters
  Score: Raw -8894255.012830 + Penalty 3652.714000 = -8890602.298830
  nChanged 10
		SP:Iteration 52Q (1389.390000 sec): 3 clusters
  Score: Raw -8894255.334580 + Penalty 3652.714000 = -8890602.620581
  nChanged 16
		SP:Iteration 53Q (1389.950000 sec): 3 clusters
  Score: Raw -8894255.859901 + Penalty 3652.714000 = -8890603.145901
  nChanged 18
		SP:Iteration 54Q (1390.470000 sec): 3 clusters
  Score: Raw -8894256.583306 + Penalty 3652.714000 = -8890603.869307
  nChanged 16
		SP:Iteration 55Q (1390.950000 sec): 3 clusters
  Score: Raw -8894257.119387 + Penalty 3652.714000 = -8890604.405388
  nChanged 18
		SP:Iteration 56Q (1391.490000 sec): 3 clusters
  Score: Raw -8894257.674380 + Penalty 3652.714000 = -8890604.960380
  nChanged 10
		SP:Iteration 57Q (1392.010000 sec): 3 clusters
  Score: Raw -8894257.843041 + Penalty 3652.714000 = -8890605.129042
  nChanged 8
		SP:Iteration 58Q (1392.500000 sec): 3 clusters
  Score: Raw -8894257.975432 + Penalty 3652.714000 = -8890605.261432
  nChanged 5
		SP:Iteration 59Q (1392.970000 sec): 3 clusters
  Score: Raw -8894258.040469 + Penalty 3652.714000 = -8890605.326469
  nChanged 3
		SP:Iteration 60F (1393.480000 sec): 3 clusters
  Score: Raw -8894258.083178 + Penalty 3652.714000 = -8890605.369178
  nChanged 2
		SP:Iteration 61Q (1393.990000 sec): 3 clusters
  Score: Raw -8894258.112619 + Penalty 3652.714000 = -8890605.398619
  nChanged 1
		SP:Iteration 62Q (1394.440000 sec): 3 clusters
  Score: Raw -8894258.117539 + Penalty 3652.714000 = -8890605.403540
  nChanged 1
		SP:Iteration 63Q (1394.900000 sec): 3 clusters
  Score: Raw -8894258.175450 + Penalty 3652.714000 = -8890605.461450
  nChanged 2
		SP:Iteration 64Q (1395.340000 sec): 3 clusters
  Score: Raw -8894258.205243 + Penalty 3652.714000 = -8890605.491243
  nChanged 1
		SP:Iteration 65Q (1395.840000 sec): 3 clusters
  Score: Raw -8894258.218098 + Penalty 3652.714000 = -8890605.504098
  nChanged 2
		SP:Iteration 66Q (1396.350000 sec): 3 clusters
  Score: Raw -8894258.261255 + Penalty 3652.714000 = -8890605.547255
  nChanged 1
		SP:Iteration 67Q (1396.930000 sec): 3 clusters
  Score: Raw -8894258.268560 + Penalty 3652.714000 = -8890605.554560
  nChanged 1
		SP:Iteration 68Q (1397.390000 sec): 3 clusters
  Score: Raw -8894258.278510 + Penalty 3652.714000 = -8890605.564511
  nChanged 1
		SP:Iteration 69Q (1397.890000 sec): 3 clusters
  Score: Raw -8894258.288131 + Penalty 3652.714000 = -8890605.574132
  nChanged 0
		SP:Iteration 70F (1398.370000 sec): 3 clusters
  Score: Raw -8894258.288131 + Penalty 3652.714000 = -8890605.574132
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (119503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.990000 sec): 2 clusters
  Score: Raw -13271284.166241 + Penalty 1899.803223 = -13269384.363018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1399.770000 sec): 3 clusters
  Score: Raw -13193216.196753 + Penalty 3799.606445 = -13189416.590307
  nChanged 57361
		SP:Iteration 1F (1400.520000 sec): 3 clusters
  Score: Raw -13230543.057259 + Penalty 3799.606445 = -13226743.450814
  nChanged 8092
		SP:Iteration 2F (1401.250000 sec): 3 clusters
  Score: Raw -13236192.097259 + Penalty 3799.606445 = -13232392.490814
  nChanged 9355
		SP:Iteration 3F (1401.990000 sec): 3 clusters
  Score: Raw -13243838.564738 + Penalty 3799.606445 = -13240038.958293
  nChanged 9865
		SP:Iteration 4F (1402.770000 sec): 3 clusters
  Score: Raw -13252735.447545 + Penalty 3799.606445 = -13248935.841099
  nChanged 8824
		SP:Iteration 5F (1403.410000 sec): 3 clusters
  Score: Raw -13260438.058283 + Penalty 3799.606445 = -13256638.451838
  nChanged 6649
		SP:Iteration 6F (1404.060000 sec): 3 clusters
  Score: Raw -13265276.882121 + Penalty 3799.606445 = -13261477.275676
  nChanged 4861
		SP:Iteration 7Q (1404.830000 sec): 3 clusters
  Score: Raw -13268188.822737 + Penalty 3799.606445 = -13264389.216291
  nChanged 3554
		SP:Iteration 8Q (1405.560000 sec): 3 clusters
  Score: Raw -13270199.241929 + Penalty 3799.606445 = -13266399.635483
  nChanged 2914
		SP:Iteration 9Q (1406.390000 sec): 3 clusters
  Score: Raw -13271895.688574 + Penalty 3799.606445 = -13268096.082129
  nChanged 2510
		SP:Iteration 10Q (1407.230000 sec): 3 clusters
  Score: Raw -13273366.272474 + Penalty 3799.606445 = -13269566.666029
  nChanged 2240
		SP:Iteration 11Q (1407.980000 sec): 3 clusters
  Score: Raw -13274626.475270 + Penalty 3799.606445 = -13270826.868824
  nChanged 2046
		SP:Iteration 12Q (1408.710000 sec): 3 clusters
  Score: Raw -13275731.473413 + Penalty 3799.606445 = -13271931.866967
  nChanged 1832
		SP:Iteration 13Q (1409.380000 sec): 3 clusters
  Score: Raw -13276644.370419 + Penalty 3799.606445 = -13272844.763974
  nChanged 1601
		SP:Iteration 14Q (1410.040000 sec): 3 clusters
  Score: Raw -13277417.451197 + Penalty 3799.606445 = -13273617.844752
  nChanged 1358
		SP:Iteration 15Q (1410.670000 sec): 3 clusters
  Score: Raw -13278050.075663 + Penalty 3799.606445 = -13274250.469218
  nChanged 1206
		SP:Iteration 16Q (1411.340000 sec): 3 clusters
  Score: Raw -13278607.963017 + Penalty 3799.606445 = -13274808.356572
  nChanged 1080
		SP:Iteration 17Q (1412.120000 sec): 3 clusters
  Score: Raw -13279110.743818 + Penalty 3799.606445 = -13275311.137373
  nChanged 958
		SP:Iteration 18Q (1412.880000 sec): 3 clusters
  Score: Raw -13279543.633745 + Penalty 3799.606445 = -13275744.027300
  nChanged 826
		SP:Iteration 19Q (1413.650000 sec): 3 clusters
  Score: Raw -13279879.212365 + Penalty 3799.606445 = -13276079.605920
  nChanged 742
		SP:Iteration 20F (1414.540000 sec): 3 clusters
  Score: Raw -13280205.685981 + Penalty 3799.606445 = -13276406.079536
  nChanged 678
		SP:Iteration 21Q (1415.220000 sec): 3 clusters
  Score: Raw -13280545.001281 + Penalty 3799.606445 = -13276745.394836
  nChanged 620
		SP:Iteration 22Q (1415.810000 sec): 3 clusters
  Score: Raw -13280857.188434 + Penalty 3799.606445 = -13277057.581988
  nChanged 556
		SP:Iteration 23Q (1416.500000 sec): 3 clusters
  Score: Raw -13281133.179767 + Penalty 3799.606445 = -13277333.573322
  nChanged 487
		SP:Iteration 24Q (1417.100000 sec): 3 clusters
  Score: Raw -13281375.915688 + Penalty 3799.606445 = -13277576.309242
  nChanged 458
		SP:Iteration 25Q (1417.760000 sec): 3 clusters
  Score: Raw -13281611.171946 + Penalty 3799.606445 = -13277811.565501
  nChanged 436
		SP:Iteration 26Q (1418.350000 sec): 3 clusters
  Score: Raw -13281839.134461 + Penalty 3799.606445 = -13278039.528016
  nChanged 415
		SP:Iteration 27Q (1418.940000 sec): 3 clusters
  Score: Raw -13282080.067114 + Penalty 3799.606445 = -13278280.460669
  nChanged 393
		SP:Iteration 28Q (1419.660000 sec): 3 clusters
  Score: Raw -13282316.555146 + Penalty 3799.606445 = -13278516.948700
  nChanged 341
		SP:Iteration 29Q (1420.260000 sec): 3 clusters
  Score: Raw -13282533.268689 + Penalty 3799.606445 = -13278733.662244
  nChanged 331
		SP:Iteration 30Q (1420.800000 sec): 3 clusters
  Score: Raw -13282698.895190 + Penalty 3799.606445 = -13278899.288744
  nChanged 267
		SP:Iteration 31Q (1421.400000 sec): 3 clusters
  Score: Raw -13282830.301525 + Penalty 3799.606445 = -13279030.695079
  nChanged 247
		SP:Iteration 32Q (1422.160000 sec): 3 clusters
  Score: Raw -13282949.170390 + Penalty 3799.606445 = -13279149.563945
  nChanged 241
		SP:Iteration 33Q (1422.880000 sec): 3 clusters
  Score: Raw -13283064.985517 + Penalty 3799.606445 = -13279265.379072
  nChanged 237
		SP:Iteration 34Q (1423.600000 sec): 3 clusters
  Score: Raw -13283191.002181 + Penalty 3799.606445 = -13279391.395736
  nChanged 237
		SP:Iteration 35Q (1424.210000 sec): 3 clusters
  Score: Raw -13283341.145154 + Penalty 3799.606445 = -13279541.538709
  nChanged 267
		SP:Iteration 36Q (1424.770000 sec): 3 clusters
  Score: Raw -13283556.747808 + Penalty 3799.606445 = -13279757.141363
  nChanged 293
		SP:Iteration 37Q (1425.370000 sec): 3 clusters
  Score: Raw -13283859.182749 + Penalty 3799.606445 = -13280059.576304
  nChanged 310
		SP:Iteration 38Q (1426.060000 sec): 3 clusters
  Score: Raw -13284378.284601 + Penalty 3799.606445 = -13280578.678155
  nChanged 340
		SP:Iteration 39Q (1426.840000 sec): 3 clusters
  Score: Raw -13285216.083895 + Penalty 3799.606445 = -13281416.477450
  nChanged 291
		SP:Iteration 40F (1427.690000 sec): 3 clusters
  Score: Raw -13285606.548870 + Penalty 3799.606445 = -13281806.942424
  nChanged 187
		SP:Iteration 41Q (1428.390000 sec): 3 clusters
  Score: Raw -13285713.691974 + Penalty 3799.606445 = -13281914.085528
  nChanged 94
		SP:Iteration 42Q (1429.120000 sec): 3 clusters
  Score: Raw -13285749.421373 + Penalty 3799.606445 = -13281949.814928
  nChanged 61
		SP:Iteration 43Q (1429.820000 sec): 3 clusters
  Score: Raw -13285767.912441 + Penalty 3799.606445 = -13281968.305996
  nChanged 36
		SP:Iteration 44Q (1430.510000 sec): 3 clusters
  Score: Raw -13285775.529211 + Penalty 3799.606445 = -13281975.922766
  nChanged 21
		SP:Iteration 45Q (1431.140000 sec): 3 clusters
  Score: Raw -13285778.842462 + Penalty 3799.606445 = -13281979.236016
  nChanged 14
		SP:Iteration 46Q (1431.680000 sec): 3 clusters
  Score: Raw -13285780.686832 + Penalty 3799.606445 = -13281981.080387
  nChanged 8
		SP:Iteration 47Q (1432.300000 sec): 3 clusters
  Score: Raw -13285781.840335 + Penalty 3799.606445 = -13281982.233890
  nChanged 7
		SP:Iteration 48Q (1432.860000 sec): 3 clusters
  Score: Raw -13285782.929472 + Penalty 3799.606445 = -13281983.323027
  nChanged 4
		SP:Iteration 49Q (1433.520000 sec): 3 clusters
  Score: Raw -13285783.287662 + Penalty 3799.606445 = -13281983.681217
  nChanged 1
		SP:Iteration 50Q (1434.210000 sec): 3 clusters
  Score: Raw -13285783.353327 + Penalty 3799.606445 = -13281983.746882
  nChanged 0
		SP:Iteration 51F (1435.050000 sec): 3 clusters
  Score: Raw -13285783.353327 + Penalty 3799.606445 = -13281983.746882
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (2724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1435.190000 sec): 2 clusters
  Score: Raw -271514.135794 + Penalty 1285.351708 = -270228.784085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1435.340000 sec): 3 clusters
  Score: Raw -270683.967159 + Penalty 2570.703417 = -268113.263742
  nChanged 1148
		SP:Iteration 1F (1435.490000 sec): 3 clusters
  Score: Raw -274388.115328 + Penalty 2570.703417 = -271817.411911
  nChanged 481
		SP:Iteration 2F (1435.690000 sec): 3 clusters
  Score: Raw -276018.506555 + Penalty 2570.703417 = -273447.803138
  nChanged 201
		SP:Iteration 3F (1435.850000 sec): 3 clusters
  Score: Raw -276588.410516 + Penalty 2570.703417 = -274017.707099
  nChanged 107
		SP:Iteration 4Q (1436.060000 sec): 3 clusters
  Score: Raw -277155.100897 + Penalty 2570.703417 = -274584.397480
  nChanged 82
		SP:Iteration 5Q (1436.220000 sec): 3 clusters
  Score: Raw -277888.155771 + Penalty 2570.703417 = -275317.452354
  nChanged 48
		SP:Iteration 6Q (1436.430000 sec): 3 clusters
  Score: Raw -278059.100070 + Penalty 2570.703417 = -275488.396653
  nChanged 29
		SP:Iteration 7Q (1436.650000 sec): 3 clusters
  Score: Raw -278095.489669 + Penalty 2570.703417 = -275524.786252
  nChanged 16
		SP:Iteration 8Q (1436.850000 sec): 3 clusters
  Score: Raw -278114.812212 + Penalty 2570.703417 = -275544.108795
  nChanged 11
		SP:Iteration 9Q (1436.980000 sec): 3 clusters
  Score: Raw -278132.838422 + Penalty 2570.703417 = -275562.135005
  nChanged 14
		SP:Iteration 10Q (1437.130000 sec): 3 clusters
  Score: Raw -278172.486849 + Penalty 2570.703417 = -275601.783433
  nChanged 17
		SP:Iteration 11Q (1437.340000 sec): 3 clusters
  Score: Raw -278244.815045 + Penalty 2570.703417 = -275674.111628
  nChanged 20
		SP:Iteration 12Q (1437.550000 sec): 3 clusters
  Score: Raw -278343.587771 + Penalty 2570.703417 = -275772.884355
  nChanged 19
		SP:Iteration 13Q (1437.710000 sec): 3 clusters
  Score: Raw -278380.176663 + Penalty 2570.703417 = -275809.473246
  nChanged 22
		SP:Iteration 14Q (1437.890000 sec): 3 clusters
  Score: Raw -278410.337093 + Penalty 2570.703417 = -275839.633676
  nChanged 21
		SP:Iteration 15Q (1438.050000 sec): 3 clusters
  Score: Raw -278442.498567 + Penalty 2570.703417 = -275871.795150
  nChanged 22
		SP:Iteration 16Q (1438.230000 sec): 3 clusters
  Score: Raw -278480.417654 + Penalty 2570.703417 = -275909.714237
  nChanged 29
		SP:Iteration 17Q (1438.410000 sec): 3 clusters
  Score: Raw -278557.759637 + Penalty 2570.703417 = -275987.056220
  nChanged 42
		SP:Iteration 18Q (1438.560000 sec): 3 clusters
  Score: Raw -278669.509319 + Penalty 2570.703417 = -276098.805902
  nChanged 34
		SP:Iteration 19Q (1438.700000 sec): 3 clusters
  Score: Raw -278769.021445 + Penalty 2570.703417 = -276198.318028
  nChanged 20
		SP:Iteration 20F (1438.930000 sec): 3 clusters
  Score: Raw -278897.851221 + Penalty 2570.703417 = -276327.147805
  nChanged 36
		SP:Iteration 21Q (1439.090000 sec): 3 clusters
  Score: Raw -279333.416255 + Penalty 2570.703417 = -276762.712839
  nChanged 18
		SP:Iteration 22Q (1439.310000 sec): 3 clusters
  Score: Raw -279769.701322 + Penalty 2570.703417 = -277198.997905
  nChanged 3
		SP:Iteration 23Q (1439.510000 sec): 3 clusters
  Score: Raw -279826.093206 + Penalty 2570.703417 = -277255.389790
  nChanged 2
		SP:Iteration 24Q (1439.690000 sec): 3 clusters
  Score: Raw -279852.677203 + Penalty 2570.703417 = -277281.973786
  nChanged 1
		SP:Iteration 25Q (1439.820000 sec): 3 clusters
  Score: Raw -279856.421316 + Penalty 2570.703417 = -277285.717899
  nChanged 1
		SP:Iteration 26Q (1439.980000 sec): 3 clusters
  Score: Raw -279857.534953 + Penalty 2570.703417 = -277286.831537
  nChanged 0
		SP:Iteration 27F (1440.170000 sec): 3 clusters
  Score: Raw -279857.534953 + Penalty 2570.703417 = -277286.831537
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (2909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1440.260000 sec): 2 clusters
  Score: Raw -283512.348080 + Penalty 1296.029257 = -282216.318823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.450000 sec): 3 clusters
  Score: Raw -282441.135413 + Penalty 2592.058514 = -279849.076899
  nChanged 1225
		SP:Iteration 1F (1440.660000 sec): 3 clusters
  Score: Raw -285058.843554 + Penalty 2592.058514 = -282466.785040
  nChanged 489
		SP:Iteration 2F (1440.840000 sec): 3 clusters
  Score: Raw -286925.376470 + Penalty 2592.058514 = -284333.317956
  nChanged 352
		SP:Iteration 3F (1440.990000 sec): 3 clusters
  Score: Raw -289311.225844 + Penalty 2592.058514 = -286719.167330
  nChanged 233
		SP:Iteration 4F (1441.150000 sec): 3 clusters
  Score: Raw -291004.549196 + Penalty 2592.058514 = -288412.490682
  nChanged 98
		SP:Iteration 5Q (1441.330000 sec): 3 clusters
  Score: Raw -291856.841732 + Penalty 2592.058514 = -289264.783218
  nChanged 85
		SP:Iteration 6Q (1441.490000 sec): 3 clusters
  Score: Raw -292585.426580 + Penalty 2592.058514 = -289993.368066
  nChanged 59
		SP:Iteration 7Q (1441.650000 sec): 3 clusters
  Score: Raw -292733.550755 + Penalty 2592.058514 = -290141.492241
  nChanged 49
		SP:Iteration 8Q (1441.820000 sec): 3 clusters
  Score: Raw -292856.295296 + Penalty 2592.058514 = -290264.236782
  nChanged 36
		SP:Iteration 9Q (1441.950000 sec): 3 clusters
  Score: Raw -292955.420162 + Penalty 2592.058514 = -290363.361648
  nChanged 36
		SP:Iteration 10Q (1442.130000 sec): 3 clusters
  Score: Raw -293108.229016 + Penalty 2592.058514 = -290516.170502
  nChanged 37
		SP:Iteration 11Q (1442.350000 sec): 3 clusters
  Score: Raw -293333.615540 + Penalty 2592.058514 = -290741.557026
  nChanged 49
		SP:Iteration 12Q (1442.540000 sec): 3 clusters
  Score: Raw -293589.280700 + Penalty 2592.058514 = -290997.222186
  nChanged 66
		SP:Iteration 13Q (1442.710000 sec): 3 clusters
  Score: Raw -293884.205462 + Penalty 2592.058514 = -291292.146948
  nChanged 63
		SP:Iteration 14Q (1442.920000 sec): 3 clusters
  Score: Raw -294142.454746 + Penalty 2592.058514 = -291550.396232
  nChanged 77
		SP:Iteration 15Q (1443.090000 sec): 3 clusters
  Score: Raw -294696.153191 + Penalty 2592.058514 = -292104.094677
  nChanged 60
		SP:Iteration 16Q (1443.300000 sec): 3 clusters
  Score: Raw -295166.444680 + Penalty 2592.058514 = -292574.386166
  nChanged 28
		SP:Iteration 17Q (1443.440000 sec): 3 clusters
  Score: Raw -295234.776003 + Penalty 2592.058514 = -292642.717489
  nChanged 18
		SP:Iteration 18Q (1443.610000 sec): 3 clusters
  Score: Raw -295256.159090 + Penalty 2592.058514 = -292664.100576
  nChanged 11
		SP:Iteration 19Q (1443.790000 sec): 3 clusters
  Score: Raw -295265.690231 + Penalty 2592.058514 = -292673.631717
  nChanged 6
		SP:Iteration 20F (1443.980000 sec): 3 clusters
  Score: Raw -295278.878557 + Penalty 2592.058514 = -292686.820043
  nChanged 11
		SP:Iteration 21Q (1444.150000 sec): 3 clusters
  Score: Raw -295297.443978 + Penalty 2592.058514 = -292705.385464
  nChanged 17
		SP:Iteration 22Q (1444.380000 sec): 3 clusters
  Score: Raw -295311.846654 + Penalty 2592.058514 = -292719.788140
  nChanged 12
		SP:Iteration 23Q (1444.520000 sec): 3 clusters
  Score: Raw -295326.087173 + Penalty 2592.058514 = -292734.028659
  nChanged 14
		SP:Iteration 24Q (1444.710000 sec): 3 clusters
  Score: Raw -295343.569421 + Penalty 2592.058514 = -292751.510907
  nChanged 9
		SP:Iteration 25Q (1444.900000 sec): 3 clusters
  Score: Raw -295350.347676 + Penalty 2592.058514 = -292758.289162
  nChanged 8
		SP:Iteration 26Q (1445.060000 sec): 3 clusters
  Score: Raw -295355.554269 + Penalty 2592.058514 = -292763.495755
  nChanged 8
		SP:Iteration 27Q (1445.200000 sec): 3 clusters
  Score: Raw -295360.506327 + Penalty 2592.058514 = -292768.447813
  nChanged 7
		SP:Iteration 28Q (1445.390000 sec): 3 clusters
  Score: Raw -295368.397224 + Penalty 2592.058514 = -292776.338710
  nChanged 18
		SP:Iteration 29Q (1445.520000 sec): 3 clusters
  Score: Raw -295387.989684 + Penalty 2592.058514 = -292795.931170
  nChanged 10
		SP:Iteration 30Q (1445.680000 sec): 3 clusters
  Score: Raw -295397.225643 + Penalty 2592.058514 = -292805.167129
  nChanged 10
		SP:Iteration 31Q (1445.800000 sec): 3 clusters
  Score: Raw -295407.695660 + Penalty 2592.058514 = -292815.637146
  nChanged 14
		SP:Iteration 32Q (1446.000000 sec): 3 clusters
  Score: Raw -295423.773347 + Penalty 2592.058514 = -292831.714833
  nChanged 7
		SP:Iteration 33Q (1446.190000 sec): 3 clusters
  Score: Raw -295429.462657 + Penalty 2592.058514 = -292837.404143
  nChanged 6
		SP:Iteration 34Q (1446.350000 sec): 3 clusters
  Score: Raw -295432.070401 + Penalty 2592.058514 = -292840.011887
  nChanged 1
		SP:Iteration 35Q (1446.520000 sec): 3 clusters
  Score: Raw -295432.533983 + Penalty 2592.058514 = -292840.475469
  nChanged 0
		SP:Iteration 36F (1446.730000 sec): 3 clusters
  Score: Raw -295432.533983 + Penalty 2592.058514 = -292840.475469
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (683287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1450.770000 sec): 2 clusters
  Score: Raw -81834618.802819 + Penalty 2183.133916 = -81832435.668903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1453.820000 sec): 3 clusters
  Score: Raw -81372794.953272 + Penalty 4366.267833 = -81368428.685439
  nChanged 336299
		SP:Iteration 1F (1456.950000 sec): 3 clusters
  Score: Raw -81599276.566141 + Penalty 4366.267833 = -81594910.298308
  nChanged 48568
		SP:Iteration 2F (1460.070000 sec): 3 clusters
  Score: Raw -81633916.613796 + Penalty 4366.267833 = -81629550.345963
  nChanged 56124
		SP:Iteration 3F (1463.870000 sec): 3 clusters
  Score: Raw -81679779.995413 + Penalty 4366.267833 = -81675413.727580
  nChanged 51563
		SP:Iteration 4F (1466.870000 sec): 3 clusters
  Score: Raw -81720167.118102 + Penalty 4366.267833 = -81715800.850269
  nChanged 40328
		SP:Iteration 5F (1470.670000 sec): 3 clusters
  Score: Raw -81750849.413589 + Penalty 4366.267833 = -81746483.145756
  nChanged 30680
		SP:Iteration 6Q (1473.890000 sec): 3 clusters
  Score: Raw -81776376.560268 + Penalty 4366.267833 = -81772010.292435
  nChanged 24788
		SP:Iteration 7Q (1477.540000 sec): 3 clusters
  Score: Raw -81799806.753482 + Penalty 4366.267833 = -81795440.485649
  nChanged 23989
		SP:Iteration 8Q (1481.100000 sec): 3 clusters
  Score: Raw -81821849.001023 + Penalty 4366.267833 = -81817482.733190
  nChanged 25283
		SP:Iteration 9Q (1484.080000 sec): 3 clusters
  Score: Raw -81840950.027766 + Penalty 4366.267833 = -81836583.759933
  nChanged 21411
		SP:Iteration 10Q (1487.860000 sec): 3 clusters
  Score: Raw -81851963.922899 + Penalty 4366.267833 = -81847597.655066
  nChanged 14375
		SP:Iteration 11Q (1490.660000 sec): 3 clusters
  Score: Raw -81857371.964861 + Penalty 4366.267833 = -81853005.697028
  nChanged 9689
		SP:Iteration 12Q (1494.180000 sec): 3 clusters
  Score: Raw -81860752.454287 + Penalty 4366.267833 = -81856386.186454
  nChanged 7892
		SP:Iteration 13Q (1497.100000 sec): 3 clusters
  Score: Raw -81863458.791325 + Penalty 4366.267833 = -81859092.523492
  nChanged 7101
		SP:Iteration 14Q (1500.010000 sec): 3 clusters
  Score: Raw -81865814.334209 + Penalty 4366.267833 = -81861448.066376
  nChanged 6797
		SP:Iteration 15Q (1502.900000 sec): 3 clusters
  Score: Raw -81867993.155551 + Penalty 4366.267833 = -81863626.887718
  nChanged 6667
		SP:Iteration 16Q (1506.800000 sec): 3 clusters
  Score: Raw -81869975.253921 + Penalty 4366.267833 = -81865608.986088
  nChanged 6425
		SP:Iteration 17Q (1509.890000 sec): 3 clusters
  Score: Raw -81871757.517996 + Penalty 4366.267833 = -81867391.250163
  nChanged 6190
		SP:Iteration 18Q (1513.460000 sec): 3 clusters
  Score: Raw -81873388.510873 + Penalty 4366.267833 = -81869022.243040
  nChanged 5978
		SP:Iteration 19Q (1516.600000 sec): 3 clusters
  Score: Raw -81874911.866012 + Penalty 4366.267833 = -81870545.598179
  nChanged 5840
		SP:Iteration 20F (1520.470000 sec): 3 clusters
  Score: Raw -81876413.455569 + Penalty 4366.267833 = -81872047.187736
  nChanged 5786
		SP:Iteration 21Q (1523.710000 sec): 3 clusters
  Score: Raw -81877961.311841 + Penalty 4366.267833 = -81873595.044008
  nChanged 5788
		SP:Iteration 22Q (1526.820000 sec): 3 clusters
  Score: Raw -81879547.564583 + Penalty 4366.267833 = -81875181.296750
  nChanged 5697
		SP:Iteration 23Q (1530.370000 sec): 3 clusters
  Score: Raw -81881147.234309 + Penalty 4366.267833 = -81876780.966476
  nChanged 5652
		SP:Iteration 24Q (1533.160000 sec): 3 clusters
  Score: Raw -81882780.743644 + Penalty 4366.267833 = -81878414.475811
  nChanged 5722
		SP:Iteration 25Q (1536.890000 sec): 3 clusters
  Score: Raw -81884483.453343 + Penalty 4366.267833 = -81880117.185510
  nChanged 5811
		SP:Iteration 26Q (1539.670000 sec): 3 clusters
  Score: Raw -81886202.921677 + Penalty 4366.267833 = -81881836.653844
  nChanged 5750
		SP:Iteration 27Q (1543.310000 sec): 3 clusters
  Score: Raw -81887845.612335 + Penalty 4366.267833 = -81883479.344502
  nChanged 5604
		SP:Iteration 28Q (1546.800000 sec): 3 clusters
  Score: Raw -81889404.432412 + Penalty 4366.267833 = -81885038.164579
  nChanged 5454
		SP:Iteration 29Q (1549.630000 sec): 3 clusters
  Score: Raw -81890859.962350 + Penalty 4366.267833 = -81886493.694517
  nChanged 5319
		SP:Iteration 30Q (1553.400000 sec): 3 clusters
  Score: Raw -81892233.617591 + Penalty 4366.267833 = -81887867.349758
  nChanged 5105
		SP:Iteration 31Q (1556.310000 sec): 3 clusters
  Score: Raw -81893457.532617 + Penalty 4366.267833 = -81889091.264784
  nChanged 4826
		SP:Iteration 32Q (1559.660000 sec): 3 clusters
  Score: Raw -81894523.600649 + Penalty 4366.267833 = -81890157.332816
  nChanged 4438
		SP:Iteration 33Q (1562.400000 sec): 3 clusters
  Score: Raw -81895395.935653 + Penalty 4366.267833 = -81891029.667820
  nChanged 4001
		SP:Iteration 34Q (1565.870000 sec): 3 clusters
  Score: Raw -81896102.970092 + Penalty 4366.267833 = -81891736.702259
  nChanged 3621
		SP:Iteration 35Q (1568.870000 sec): 3 clusters
  Score: Raw -81896669.860111 + Penalty 4366.267833 = -81892303.592278
  nChanged 3220
		SP:Iteration 36Q (1571.580000 sec): 3 clusters
  Score: Raw -81897113.468169 + Penalty 4366.267833 = -81892747.200336
  nChanged 2834
		SP:Iteration 37Q (1574.000000 sec): 3 clusters
  Score: Raw -81897458.176733 + Penalty 4366.267833 = -81893091.908900
  nChanged 2504
		SP:Iteration 38Q (1576.570000 sec): 3 clusters
  Score: Raw -81897720.122785 + Penalty 4366.267833 = -81893353.854952
  nChanged 2174
		SP:Iteration 39Q (1579.450000 sec): 3 clusters
  Score: Raw -81897919.275262 + Penalty 4366.267833 = -81893553.007429
  nChanged 1844
		SP:Iteration 40F (1582.210000 sec): 3 clusters
  Score: Raw -81898232.533154 + Penalty 4366.267833 = -81893866.265321
  nChanged 1884
		SP:Iteration 41Q (1585.050000 sec): 3 clusters
  Score: Raw -81898411.455273 + Penalty 4366.267833 = -81894045.187440
  nChanged 1729
		SP:Iteration 42Q (1587.790000 sec): 3 clusters
  Score: Raw -81898545.176691 + Penalty 4366.267833 = -81894178.908858
  nChanged 1539
		SP:Iteration 43Q (1590.920000 sec): 3 clusters
  Score: Raw -81898644.977038 + Penalty 4366.267833 = -81894278.709205
  nChanged 1303
		SP:Iteration 44Q (1594.050000 sec): 3 clusters
  Score: Raw -81898716.042094 + Penalty 4366.267833 = -81894349.774261
  nChanged 1099
		SP:Iteration 45Q (1596.870000 sec): 3 clusters
  Score: Raw -81898768.490136 + Penalty 4366.267833 = -81894402.222303
  nChanged 990
		SP:Iteration 46Q (1599.650000 sec): 3 clusters
  Score: Raw -81898808.755510 + Penalty 4366.267833 = -81894442.487677
  nChanged 841
		SP:Iteration 47Q (1602.680000 sec): 3 clusters
  Score: Raw -81898838.817318 + Penalty 4366.267833 = -81894472.549485
  nChanged 733
		SP:Iteration 48Q (1605.430000 sec): 3 clusters
  Score: Raw -81898860.871204 + Penalty 4366.267833 = -81894494.603371
  nChanged 588
		SP:Iteration 49Q (1608.320000 sec): 3 clusters
  Score: Raw -81898875.692555 + Penalty 4366.267833 = -81894509.424722
  nChanged 514
		SP:Iteration 50Q (1611.600000 sec): 3 clusters
  Score: Raw -81898886.857836 + Penalty 4366.267833 = -81894520.590003
  nChanged 433
		SP:Iteration 51Q (1614.570000 sec): 3 clusters
  Score: Raw -81898895.103246 + Penalty 4366.267833 = -81894528.835413
  nChanged 363
		SP:Iteration 52Q (1617.840000 sec): 3 clusters
  Score: Raw -81898900.890455 + Penalty 4366.267833 = -81894534.622622
  nChanged 315
		SP:Iteration 53Q (1620.460000 sec): 3 clusters
  Score: Raw -81898905.259178 + Penalty 4366.267833 = -81894538.991345
  nChanged 260
		SP:Iteration 54Q (1623.320000 sec): 3 clusters
  Score: Raw -81898908.439901 + Penalty 4366.267833 = -81894542.172068
  nChanged 227
		SP:Iteration 55Q (1625.930000 sec): 3 clusters
  Score: Raw -81898910.885044 + Penalty 4366.267833 = -81894544.617211
  nChanged 194
		SP:Iteration 56Q (1629.080000 sec): 3 clusters
  Score: Raw -81898912.904851 + Penalty 4366.267833 = -81894546.637018
  nChanged 191
		SP:Iteration 57Q (1631.680000 sec): 3 clusters
  Score: Raw -81898914.725726 + Penalty 4366.267833 = -81894548.457893
  nChanged 181
		SP:Iteration 58Q (1634.750000 sec): 3 clusters
  Score: Raw -81898916.266840 + Penalty 4366.267833 = -81894549.999007
  nChanged 143
		SP:Iteration 59Q (1637.560000 sec): 3 clusters
  Score: Raw -81898917.274960 + Penalty 4366.267833 = -81894551.007127
  nChanged 114
		SP:Iteration 60F (1640.510000 sec): 3 clusters
  Score: Raw -81898917.947882 + Penalty 4366.267833 = -81894551.680049
  nChanged 88
		SP:Iteration 61Q (1643.390000 sec): 3 clusters
  Score: Raw -81898918.413288 + Penalty 4366.267833 = -81894552.145455
  nChanged 72
		SP:Iteration 62Q (1646.210000 sec): 3 clusters
  Score: Raw -81898918.720013 + Penalty 4366.267833 = -81894552.452180
  nChanged 49
		SP:Iteration 63Q (1649.160000 sec): 3 clusters
  Score: Raw -81898918.904707 + Penalty 4366.267833 = -81894552.636874
  nChanged 43
		SP:Iteration 64Q (1651.960000 sec): 3 clusters
  Score: Raw -81898919.009236 + Penalty 4366.267833 = -81894552.741403
  nChanged 30
		SP:Iteration 65Q (1654.980000 sec): 3 clusters
  Score: Raw -81898919.078761 + Penalty 4366.267833 = -81894552.810928
  nChanged 19
		SP:Iteration 66Q (1657.870000 sec): 3 clusters
  Score: Raw -81898919.123892 + Penalty 4366.267833 = -81894552.856059
  nChanged 19
		SP:Iteration 67Q (1661.370000 sec): 3 clusters
  Score: Raw -81898919.170640 + Penalty 4366.267833 = -81894552.902807
  nChanged 17
		SP:Iteration 68Q (1664.060000 sec): 3 clusters
  Score: Raw -81898919.208183 + Penalty 4366.267833 = -81894552.940350
  nChanged 12
		SP:Iteration 69Q (1667.060000 sec): 3 clusters
  Score: Raw -81898919.245589 + Penalty 4366.267833 = -81894552.977756
  nChanged 17
		SP:Iteration 70Q (1669.910000 sec): 3 clusters
  Score: Raw -81898919.285757 + Penalty 4366.267833 = -81894553.017924
  nChanged 14
		SP:Iteration 71Q (1672.770000 sec): 3 clusters
  Score: Raw -81898919.315886 + Penalty 4366.267833 = -81894553.048053
  nChanged 15
		SP:Iteration 72Q (1675.680000 sec): 3 clusters
  Score: Raw -81898919.350052 + Penalty 4366.267833 = -81894553.082219
  nChanged 11
		SP:Iteration 73Q (1678.800000 sec): 3 clusters
  Score: Raw -81898919.371119 + Penalty 4366.267833 = -81894553.103286
  nChanged 10
		SP:Iteration 74Q (1681.820000 sec): 3 clusters
  Score: Raw -81898919.390475 + Penalty 4366.267833 = -81894553.122642
  nChanged 7
		SP:Iteration 75Q (1685.030000 sec): 3 clusters
  Score: Raw -81898919.409029 + Penalty 4366.267833 = -81894553.141197
  nChanged 9
		SP:Iteration 76Q (1688.060000 sec): 3 clusters
  Score: Raw -81898919.426646 + Penalty 4366.267833 = -81894553.158813
  nChanged 15
		SP:Iteration 77Q (1691.740000 sec): 3 clusters
  Score: Raw -81898919.450604 + Penalty 4366.267833 = -81894553.182771
  nChanged 8
		SP:Iteration 78Q (1695.410000 sec): 3 clusters
  Score: Raw -81898919.463147 + Penalty 4366.267833 = -81894553.195314
  nChanged 8
		SP:Iteration 79Q (1698.260000 sec): 3 clusters
  Score: Raw -81898919.481227 + Penalty 4366.267833 = -81894553.213394
  nChanged 6
		SP:Iteration 80F (1701.180000 sec): 3 clusters
  Score: Raw -81898919.494593 + Penalty 4366.267833 = -81894553.226760
  nChanged 6
		SP:Iteration 81Q (1703.940000 sec): 3 clusters
  Score: Raw -81898919.504190 + Penalty 4366.267833 = -81894553.236357
  nChanged 4
		SP:Iteration 82Q (1706.810000 sec): 3 clusters
  Score: Raw -81898919.513031 + Penalty 4366.267833 = -81894553.245198
  nChanged 3
		SP:Iteration 83Q (1709.610000 sec): 3 clusters
  Score: Raw -81898919.515329 + Penalty 4366.267833 = -81894553.247496
  nChanged 1
		SP:Iteration 84Q (1712.610000 sec): 3 clusters
  Score: Raw -81898919.517440 + Penalty 4366.267833 = -81894553.249607
  nChanged 1
		SP:Iteration 85Q (1715.360000 sec): 3 clusters
  Score: Raw -81898919.519884 + Penalty 4366.267833 = -81894553.252051
  nChanged 1
		SP:Iteration 86Q (1718.330000 sec): 3 clusters
  Score: Raw -81898919.522085 + Penalty 4366.267833 = -81894553.254252
  nChanged 0
		SP:Iteration 87F (1721.450000 sec): 3 clusters
  Score: Raw -81898919.522085 + Penalty 4366.267833 = -81894553.254252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (53578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1722.090000 sec): 2 clusters
  Score: Raw -6468350.827458 + Penalty 1769.445245 = -6466581.382213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1722.510000 sec): 3 clusters
  Score: Raw -6434119.994973 + Penalty 3538.890490 = -6430581.104483
  nChanged 25399
		SP:Iteration 1F (1722.930000 sec): 3 clusters
  Score: Raw -6449493.272200 + Penalty 3538.890490 = -6445954.381710
  nChanged 2660
		SP:Iteration 2Q (1723.420000 sec): 3 clusters
  Score: Raw -6451236.570911 + Penalty 3538.890490 = -6447697.680421
  nChanged 3161
		SP:Iteration 3F (1723.930000 sec): 3 clusters
  Score: Raw -6453667.666880 + Penalty 3538.890490 = -6450128.776390
  nChanged 3670
		SP:Iteration 4F (1724.380000 sec): 3 clusters
  Score: Raw -6456643.993784 + Penalty 3538.890490 = -6453105.103295
  nChanged 3986
		SP:Iteration 5F (1724.770000 sec): 3 clusters
  Score: Raw -6460106.749925 + Penalty 3538.890490 = -6456567.859435
  nChanged 3986
		SP:Iteration 6F (1725.190000 sec): 3 clusters
  Score: Raw -6463641.948594 + Penalty 3538.890490 = -6460103.058104
  nChanged 3613
		SP:Iteration 7F (1725.690000 sec): 3 clusters
  Score: Raw -6466460.529704 + Penalty 3538.890490 = -6462921.639214
  nChanged 2851
		SP:Iteration 8F (1726.080000 sec): 3 clusters
  Score: Raw -6468023.855049 + Penalty 3538.890490 = -6464484.964559
  nChanged 1874
		SP:Iteration 9Q (1726.520000 sec): 3 clusters
  Score: Raw -6468661.588763 + Penalty 3538.890490 = -6465122.698273
  nChanged 1175
		SP:Iteration 10Q (1727.030000 sec): 3 clusters
  Score: Raw -6468921.525509 + Penalty 3538.890490 = -6465382.635019
  nChanged 749
		SP:Iteration 11Q (1727.470000 sec): 3 clusters
  Score: Raw -6469046.382165 + Penalty 3538.890490 = -6465507.491675
  nChanged 498
		SP:Iteration 12Q (1727.910000 sec): 3 clusters
  Score: Raw -6469113.054316 + Penalty 3538.890490 = -6465574.163826
  nChanged 371
		SP:Iteration 13Q (1728.280000 sec): 3 clusters
  Score: Raw -6469156.293006 + Penalty 3538.890490 = -6465617.402516
  nChanged 264
		SP:Iteration 14Q (1728.720000 sec): 3 clusters
  Score: Raw -6469181.276221 + Penalty 3538.890490 = -6465642.385731
  nChanged 229
		SP:Iteration 15Q (1729.170000 sec): 3 clusters
  Score: Raw -6469202.852645 + Penalty 3538.890490 = -6465663.962155
  nChanged 206
		SP:Iteration 16Q (1729.510000 sec): 3 clusters
  Score: Raw -6469220.114885 + Penalty 3538.890490 = -6465681.224395
  nChanged 175
		SP:Iteration 17Q (1729.980000 sec): 3 clusters
  Score: Raw -6469233.214880 + Penalty 3538.890490 = -6465694.324390
  nChanged 149
		SP:Iteration 18Q (1730.390000 sec): 3 clusters
  Score: Raw -6469242.190145 + Penalty 3538.890490 = -6465703.299655
  nChanged 119
		SP:Iteration 19Q (1730.750000 sec): 3 clusters
  Score: Raw -6469248.557806 + Penalty 3538.890490 = -6465709.667316
  nChanged 115
		SP:Iteration 20F (1731.160000 sec): 3 clusters
  Score: Raw -6469255.666826 + Penalty 3538.890490 = -6465716.776336
  nChanged 107
		SP:Iteration 21Q (1731.600000 sec): 3 clusters
  Score: Raw -6469261.577226 + Penalty 3538.890490 = -6465722.686736
  nChanged 96
		SP:Iteration 22Q (1732.000000 sec): 3 clusters
  Score: Raw -6469267.510399 + Penalty 3538.890490 = -6465728.619909
  nChanged 104
		SP:Iteration 23Q (1732.420000 sec): 3 clusters
  Score: Raw -6469273.603917 + Penalty 3538.890490 = -6465734.713427
  nChanged 112
		SP:Iteration 24Q (1732.870000 sec): 3 clusters
  Score: Raw -6469280.391456 + Penalty 3538.890490 = -6465741.500966
  nChanged 108
		SP:Iteration 25Q (1733.310000 sec): 3 clusters
  Score: Raw -6469287.921704 + Penalty 3538.890490 = -6465749.031214
  nChanged 107
		SP:Iteration 26Q (1733.760000 sec): 3 clusters
  Score: Raw -6469293.595143 + Penalty 3538.890490 = -6465754.704653
  nChanged 97
		SP:Iteration 27Q (1734.140000 sec): 3 clusters
  Score: Raw -6469298.492315 + Penalty 3538.890490 = -6465759.601826
  nChanged 80
		SP:Iteration 28Q (1734.560000 sec): 3 clusters
  Score: Raw -6469302.508224 + Penalty 3538.890490 = -6465763.617734
  nChanged 80
		SP:Iteration 29Q (1735.010000 sec): 3 clusters
  Score: Raw -6469306.062533 + Penalty 3538.890490 = -6465767.172043
  nChanged 72
		SP:Iteration 30Q (1735.440000 sec): 3 clusters
  Score: Raw -6469309.514095 + Penalty 3538.890490 = -6465770.623605
  nChanged 76
		SP:Iteration 31Q (1735.830000 sec): 3 clusters
  Score: Raw -6469313.316577 + Penalty 3538.890490 = -6465774.426087
  nChanged 82
		SP:Iteration 32Q (1736.240000 sec): 3 clusters
  Score: Raw -6469316.888607 + Penalty 3538.890490 = -6465777.998117
  nChanged 77
		SP:Iteration 33Q (1736.670000 sec): 3 clusters
  Score: Raw -6469320.532433 + Penalty 3538.890490 = -6465781.641943
  nChanged 77
		SP:Iteration 34Q (1737.100000 sec): 3 clusters
  Score: Raw -6469323.715934 + Penalty 3538.890490 = -6465784.825444
  nChanged 73
		SP:Iteration 35Q (1737.520000 sec): 3 clusters
  Score: Raw -6469326.990757 + Penalty 3538.890490 = -6465788.100268
  nChanged 77
		SP:Iteration 36Q (1737.920000 sec): 3 clusters
  Score: Raw -6469330.465323 + Penalty 3538.890490 = -6465791.574833
  nChanged 77
		SP:Iteration 37Q (1738.310000 sec): 3 clusters
  Score: Raw -6469333.772252 + Penalty 3538.890490 = -6465794.881762
  nChanged 78
		SP:Iteration 38Q (1738.740000 sec): 3 clusters
  Score: Raw -6469337.102123 + Penalty 3538.890490 = -6465798.211634
  nChanged 81
		SP:Iteration 39Q (1739.160000 sec): 3 clusters
  Score: Raw -6469340.851467 + Penalty 3538.890490 = -6465801.960977
  nChanged 85
		SP:Iteration 40F (1739.620000 sec): 3 clusters
  Score: Raw -6469345.043887 + Penalty 3538.890490 = -6465806.153397
  nChanged 86
		SP:Iteration 41Q (1740.040000 sec): 3 clusters
  Score: Raw -6469349.379633 + Penalty 3538.890490 = -6465810.489143
  nChanged 93
		SP:Iteration 42Q (1740.480000 sec): 3 clusters
  Score: Raw -6469353.852855 + Penalty 3538.890490 = -6465814.962365
  nChanged 94
		SP:Iteration 43Q (1740.900000 sec): 3 clusters
  Score: Raw -6469359.024390 + Penalty 3538.890490 = -6465820.133900
  nChanged 100
		SP:Iteration 44Q (1741.400000 sec): 3 clusters
  Score: Raw -6469363.914051 + Penalty 3538.890490 = -6465825.023561
  nChanged 98
		SP:Iteration 45Q (1741.800000 sec): 3 clusters
  Score: Raw -6469369.460522 + Penalty 3538.890490 = -6465830.570032
  nChanged 91
		SP:Iteration 46Q (1742.290000 sec): 3 clusters
  Score: Raw -6469374.171398 + Penalty 3538.890490 = -6465835.280908
  nChanged 88
		SP:Iteration 47Q (1742.720000 sec): 3 clusters
  Score: Raw -6469378.258771 + Penalty 3538.890490 = -6465839.368281
  nChanged 83
		SP:Iteration 48Q (1743.180000 sec): 3 clusters
  Score: Raw -6469381.627971 + Penalty 3538.890490 = -6465842.737481
  nChanged 89
		SP:Iteration 49Q (1743.620000 sec): 3 clusters
  Score: Raw -6469386.031787 + Penalty 3538.890490 = -6465847.141297
  nChanged 98
		SP:Iteration 50Q (1744.040000 sec): 3 clusters
  Score: Raw -6469391.304290 + Penalty 3538.890490 = -6465852.413800
  nChanged 117
		SP:Iteration 51Q (1744.490000 sec): 3 clusters
  Score: Raw -6469397.774160 + Penalty 3538.890490 = -6465858.883670
  nChanged 109
		SP:Iteration 52Q (1744.920000 sec): 3 clusters
  Score: Raw -6469403.593439 + Penalty 3538.890490 = -6465864.702949
  nChanged 116
		SP:Iteration 53Q (1745.320000 sec): 3 clusters
  Score: Raw -6469409.875859 + Penalty 3538.890490 = -6465870.985369
  nChanged 95
		SP:Iteration 54Q (1745.760000 sec): 3 clusters
  Score: Raw -6469414.497048 + Penalty 3538.890490 = -6465875.606558
  nChanged 89
		SP:Iteration 55Q (1746.170000 sec): 3 clusters
  Score: Raw -6469418.981779 + Penalty 3538.890490 = -6465880.091290
  nChanged 100
		SP:Iteration 56Q (1746.540000 sec): 3 clusters
  Score: Raw -6469423.962967 + Penalty 3538.890490 = -6465885.072477
  nChanged 96
		SP:Iteration 57Q (1746.990000 sec): 3 clusters
  Score: Raw -6469428.516939 + Penalty 3538.890490 = -6465889.626449
  nChanged 75
		SP:Iteration 58Q (1747.420000 sec): 3 clusters
  Score: Raw -6469432.003612 + Penalty 3538.890490 = -6465893.113122
  nChanged 71
		SP:Iteration 59Q (1747.840000 sec): 3 clusters
  Score: Raw -6469435.074387 + Penalty 3538.890490 = -6465896.183897
  nChanged 64
		SP:Iteration 60F (1748.320000 sec): 3 clusters
  Score: Raw -6469438.146122 + Penalty 3538.890490 = -6465899.255632
  nChanged 72
		SP:Iteration 61Q (1748.730000 sec): 3 clusters
  Score: Raw -6469441.491376 + Penalty 3538.890490 = -6465902.600886
  nChanged 69
		SP:Iteration 62Q (1749.210000 sec): 3 clusters
  Score: Raw -6469444.011516 + Penalty 3538.890490 = -6465905.121026
  nChanged 55
		SP:Iteration 63Q (1749.640000 sec): 3 clusters
  Score: Raw -6469446.282606 + Penalty 3538.890490 = -6465907.392116
  nChanged 49
		SP:Iteration 64Q (1750.110000 sec): 3 clusters
  Score: Raw -6469448.088120 + Penalty 3538.890490 = -6465909.197630
  nChanged 42
		SP:Iteration 65Q (1750.480000 sec): 3 clusters
  Score: Raw -6469449.266069 + Penalty 3538.890490 = -6465910.375579
  nChanged 35
		SP:Iteration 66Q (1750.940000 sec): 3 clusters
  Score: Raw -6469450.632783 + Penalty 3538.890490 = -6465911.742293
  nChanged 49
		SP:Iteration 67Q (1751.350000 sec): 3 clusters
  Score: Raw -6469453.169859 + Penalty 3538.890490 = -6465914.279369
  nChanged 56
		SP:Iteration 68Q (1751.820000 sec): 3 clusters
  Score: Raw -6469455.465540 + Penalty 3538.890490 = -6465916.575050
  nChanged 49
		SP:Iteration 69Q (1752.250000 sec): 3 clusters
  Score: Raw -6469457.402554 + Penalty 3538.890490 = -6465918.512064
  nChanged 46
		SP:Iteration 70Q (1752.700000 sec): 3 clusters
  Score: Raw -6469458.820709 + Penalty 3538.890490 = -6465919.930219
  nChanged 32
		SP:Iteration 71Q (1753.120000 sec): 3 clusters
  Score: Raw -6469459.867544 + Penalty 3538.890490 = -6465920.977055
  nChanged 29
		SP:Iteration 72Q (1753.560000 sec): 3 clusters
  Score: Raw -6469460.672894 + Penalty 3538.890490 = -6465921.782404
  nChanged 29
		SP:Iteration 73Q (1753.980000 sec): 3 clusters
  Score: Raw -6469461.631820 + Penalty 3538.890490 = -6465922.741330
  nChanged 29
		SP:Iteration 74Q (1754.400000 sec): 3 clusters
  Score: Raw -6469462.351873 + Penalty 3538.890490 = -6465923.461383
  nChanged 34
		SP:Iteration 75Q (1754.870000 sec): 3 clusters
  Score: Raw -6469463.284432 + Penalty 3538.890490 = -6465924.393942
  nChanged 33
		SP:Iteration 76Q (1755.350000 sec): 3 clusters
  Score: Raw -6469464.163906 + Penalty 3538.890490 = -6465925.273416
  nChanged 25
		SP:Iteration 77Q (1755.810000 sec): 3 clusters
  Score: Raw -6469464.873037 + Penalty 3538.890490 = -6465925.982547
  nChanged 28
		SP:Iteration 78Q (1756.270000 sec): 3 clusters
  Score: Raw -6469465.893748 + Penalty 3538.890490 = -6465927.003258
  nChanged 32
		SP:Iteration 79Q (1756.700000 sec): 3 clusters
  Score: Raw -6469467.129953 + Penalty 3538.890490 = -6465928.239463
  nChanged 43
		SP:Iteration 80F (1757.160000 sec): 3 clusters
  Score: Raw -6469468.692382 + Penalty 3538.890490 = -6465929.801892
  nChanged 34
		SP:Iteration 81Q (1757.610000 sec): 3 clusters
  Score: Raw -6469469.750750 + Penalty 3538.890490 = -6465930.860261
  nChanged 29
		SP:Iteration 82Q (1758.080000 sec): 3 clusters
  Score: Raw -6469470.444891 + Penalty 3538.890490 = -6465931.554401
  nChanged 31
		SP:Iteration 83Q (1758.530000 sec): 3 clusters
  Score: Raw -6469471.305597 + Penalty 3538.890490 = -6465932.415107
  nChanged 28
		SP:Iteration 84Q (1758.940000 sec): 3 clusters
  Score: Raw -6469472.121889 + Penalty 3538.890490 = -6465933.231399
  nChanged 20
		SP:Iteration 85Q (1759.310000 sec): 3 clusters
  Score: Raw -6469472.886001 + Penalty 3538.890490 = -6465933.995511
  nChanged 29
		SP:Iteration 86Q (1759.730000 sec): 3 clusters
  Score: Raw -6469473.898425 + Penalty 3538.890490 = -6465935.007935
  nChanged 34
		SP:Iteration 87Q (1760.100000 sec): 3 clusters
  Score: Raw -6469475.349179 + Penalty 3538.890490 = -6465936.458689
  nChanged 43
		SP:Iteration 88Q (1760.480000 sec): 3 clusters
  Score: Raw -6469476.865268 + Penalty 3538.890490 = -6465937.974778
  nChanged 38
		SP:Iteration 89Q (1760.860000 sec): 3 clusters
  Score: Raw -6469478.262011 + Penalty 3538.890490 = -6465939.371521
  nChanged 48
		SP:Iteration 90Q (1761.290000 sec): 3 clusters
  Score: Raw -6469480.156298 + Penalty 3538.890490 = -6465941.265808
  nChanged 54
		SP:Iteration 91Q (1761.690000 sec): 3 clusters
  Score: Raw -6469482.541185 + Penalty 3538.890490 = -6465943.650695
  nChanged 50
		SP:Iteration 92Q (1762.070000 sec): 3 clusters
  Score: Raw -6469484.965831 + Penalty 3538.890490 = -6465946.075341
  nChanged 53
		SP:Iteration 93Q (1762.530000 sec): 3 clusters
  Score: Raw -6469487.151287 + Penalty 3538.890490 = -6465948.260797
  nChanged 54
		SP:Iteration 94Q (1762.880000 sec): 3 clusters
  Score: Raw -6469489.480762 + Penalty 3538.890490 = -6465950.590272
  nChanged 54
		SP:Iteration 95Q (1763.290000 sec): 3 clusters
  Score: Raw -6469491.758199 + Penalty 3538.890490 = -6465952.867709
  nChanged 56
		SP:Iteration 96Q (1763.690000 sec): 3 clusters
  Score: Raw -6469494.559064 + Penalty 3538.890490 = -6465955.668574
  nChanged 61
		SP:Iteration 97Q (1764.070000 sec): 3 clusters
  Score: Raw -6469497.593699 + Penalty 3538.890490 = -6465958.703209
  nChanged 61
		SP:Iteration 98Q (1764.460000 sec): 3 clusters
  Score: Raw -6469500.260716 + Penalty 3538.890490 = -6465961.370226
  nChanged 65
		SP:Iteration 99Q (1764.890000 sec): 3 clusters
  Score: Raw -6469503.550796 + Penalty 3538.890490 = -6465964.660306
  nChanged 72
		SP:Iteration 100F (1765.340000 sec): 3 clusters
  Score: Raw -6469507.100456 + Penalty 3538.890490 = -6465968.209966
  nChanged 75
		SP:Iteration 101Q (1765.740000 sec): 3 clusters
  Score: Raw -6469510.686541 + Penalty 3538.890490 = -6465971.796051
  nChanged 55
		SP:Iteration 102Q (1766.190000 sec): 3 clusters
  Score: Raw -6469513.346945 + Penalty 3538.890490 = -6465974.456455
  nChanged 53
		SP:Iteration 103Q (1766.570000 sec): 3 clusters
  Score: Raw -6469515.781948 + Penalty 3538.890490 = -6465976.891458
  nChanged 54
		SP:Iteration 104Q (1766.990000 sec): 3 clusters
  Score: Raw -6469518.214987 + Penalty 3538.890490 = -6465979.324498
  nChanged 58
		SP:Iteration 105Q (1767.410000 sec): 3 clusters
  Score: Raw -6469520.450821 + Penalty 3538.890490 = -6465981.560331
  nChanged 52
		SP:Iteration 106Q (1767.790000 sec): 3 clusters
  Score: Raw -6469522.146122 + Penalty 3538.890490 = -6465983.255632
  nChanged 40
		SP:Iteration 107Q (1768.190000 sec): 3 clusters
  Score: Raw -6469523.628045 + Penalty 3538.890490 = -6465984.737555
  nChanged 42
		SP:Iteration 108Q (1768.530000 sec): 3 clusters
  Score: Raw -6469525.396113 + Penalty 3538.890490 = -6465986.505623
  nChanged 46
		SP:Iteration 109Q (1768.950000 sec): 3 clusters
  Score: Raw -6469527.178804 + Penalty 3538.890490 = -6465988.288314
  nChanged 38
		SP:Iteration 110Q (1769.340000 sec): 3 clusters
  Score: Raw -6469528.402448 + Penalty 3538.890490 = -6465989.511958
  nChanged 29
		SP:Iteration 111Q (1769.750000 sec): 3 clusters
  Score: Raw -6469529.357478 + Penalty 3538.890490 = -6465990.466988
  nChanged 22
		SP:Iteration 112Q (1770.130000 sec): 3 clusters
  Score: Raw -6469530.158093 + Penalty 3538.890490 = -6465991.267603
  nChanged 25
		SP:Iteration 113Q (1770.560000 sec): 3 clusters
  Score: Raw -6469531.036131 + Penalty 3538.890490 = -6465992.145641
  nChanged 22
		SP:Iteration 114Q (1770.970000 sec): 3 clusters
  Score: Raw -6469531.737489 + Penalty 3538.890490 = -6465992.846999
  nChanged 23
		SP:Iteration 115Q (1771.430000 sec): 3 clusters
  Score: Raw -6469532.666880 + Penalty 3538.890490 = -6465993.776390
  nChanged 20
		SP:Iteration 116Q (1771.830000 sec): 3 clusters
  Score: Raw -6469533.217477 + Penalty 3538.890490 = -6465994.326987
  nChanged 17
		SP:Iteration 117Q (1772.210000 sec): 3 clusters
  Score: Raw -6469533.570656 + Penalty 3538.890490 = -6465994.680167
  nChanged 8
		SP:Iteration 118Q (1772.630000 sec): 3 clusters
  Score: Raw -6469533.809140 + Penalty 3538.890490 = -6465994.918650
  nChanged 13
		SP:Iteration 119Q (1773.020000 sec): 3 clusters
  Score: Raw -6469534.158471 + Penalty 3538.890490 = -6465995.267981
  nChanged 13
		SP:Iteration 120F (1773.470000 sec): 3 clusters
  Score: Raw -6469534.453166 + Penalty 3538.890490 = -6465995.562676
  nChanged 10
		SP:Iteration 121Q (1773.860000 sec): 3 clusters
  Score: Raw -6469534.651486 + Penalty 3538.890490 = -6465995.760996
  nChanged 11
		SP:Iteration 122Q (1774.270000 sec): 3 clusters
  Score: Raw -6469534.938975 + Penalty 3538.890490 = -6465996.048485
  nChanged 11
		SP:Iteration 123Q (1774.710000 sec): 3 clusters
  Score: Raw -6469535.214070 + Penalty 3538.890490 = -6465996.323580
  nChanged 11
		SP:Iteration 124Q (1775.090000 sec): 3 clusters
  Score: Raw -6469535.484922 + Penalty 3538.890490 = -6465996.594432
  nChanged 12
		SP:Iteration 125Q (1775.490000 sec): 3 clusters
  Score: Raw -6469535.806343 + Penalty 3538.890490 = -6465996.915853
  nChanged 10
		SP:Iteration 126Q (1775.920000 sec): 3 clusters
  Score: Raw -6469536.039491 + Penalty 3538.890490 = -6465997.149001
  nChanged 10
		SP:Iteration 127Q (1776.290000 sec): 3 clusters
  Score: Raw -6469536.294044 + Penalty 3538.890490 = -6465997.403554
  nChanged 7
		SP:Iteration 128Q (1776.680000 sec): 3 clusters
  Score: Raw -6469536.399536 + Penalty 3538.890490 = -6465997.509046
  nChanged 4
		SP:Iteration 129Q (1777.050000 sec): 3 clusters
  Score: Raw -6469536.451713 + Penalty 3538.890490 = -6465997.561223
  nChanged 4
		SP:Iteration 130Q (1777.480000 sec): 3 clusters
  Score: Raw -6469536.540520 + Penalty 3538.890490 = -6465997.650030
  nChanged 8
		SP:Iteration 131Q (1777.880000 sec): 3 clusters
  Score: Raw -6469536.688770 + Penalty 3538.890490 = -6465997.798280
  nChanged 2
		SP:Iteration 132Q (1778.280000 sec): 3 clusters
  Score: Raw -6469536.735484 + Penalty 3538.890490 = -6465997.844994
  nChanged 3
		SP:Iteration 133Q (1778.680000 sec): 3 clusters
  Score: Raw -6469536.844616 + Penalty 3538.890490 = -6465997.954126
  nChanged 6
		SP:Iteration 134Q (1779.060000 sec): 3 clusters
  Score: Raw -6469537.007546 + Penalty 3538.890490 = -6465998.117056
  nChanged 5
		SP:Iteration 135Q (1779.500000 sec): 3 clusters
  Score: Raw -6469537.158603 + Penalty 3538.890490 = -6465998.268113
  nChanged 4
		SP:Iteration 136Q (1779.880000 sec): 3 clusters
  Score: Raw -6469537.240593 + Penalty 3538.890490 = -6465998.350103
  nChanged 3
		SP:Iteration 137Q (1780.300000 sec): 3 clusters
  Score: Raw -6469537.317266 + Penalty 3538.890490 = -6465998.426776
  nChanged 4
		SP:Iteration 138Q (1780.680000 sec): 3 clusters
  Score: Raw -6469537.373558 + Penalty 3538.890490 = -6465998.483068
  nChanged 3
		SP:Iteration 139Q (1781.060000 sec): 3 clusters
  Score: Raw -6469537.406171 + Penalty 3538.890490 = -6465998.515681
  nChanged 2
		SP:Iteration 140F (1781.470000 sec): 3 clusters
  Score: Raw -6469537.458113 + Penalty 3538.890490 = -6465998.567623
  nChanged 2
		SP:Iteration 141Q (1781.860000 sec): 3 clusters
  Score: Raw -6469537.490732 + Penalty 3538.890490 = -6465998.600242
  nChanged 3
		SP:Iteration 142Q (1782.300000 sec): 3 clusters
  Score: Raw -6469537.520311 + Penalty 3538.890490 = -6465998.629821
  nChanged 1
		SP:Iteration 143Q (1782.670000 sec): 3 clusters
  Score: Raw -6469537.528802 + Penalty 3538.890490 = -6465998.638312
  nChanged 0
		SP:Iteration 144F (1783.100000 sec): 3 clusters
  Score: Raw -6469537.528802 + Penalty 3538.890490 = -6465998.638312
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (54788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1783.390000 sec): 2 clusters
  Score: Raw -6677165.398043 + Penalty 1773.074302 = -6675392.323741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1783.780000 sec): 3 clusters
  Score: Raw -6642354.616137 + Penalty 3546.148603 = -6638808.467534
  nChanged 25799
		SP:Iteration 1F (1784.220000 sec): 3 clusters
  Score: Raw -6657097.340562 + Penalty 3546.148603 = -6653551.191959
  nChanged 2389
		SP:Iteration 2Q (1784.630000 sec): 3 clusters
  Score: Raw -6657955.757402 + Penalty 3546.148603 = -6654409.608799
  nChanged 2851
		SP:Iteration 3F (1785.070000 sec): 3 clusters
  Score: Raw -6659266.052779 + Penalty 3546.148603 = -6655719.904176
  nChanged 3450
		SP:Iteration 4F (1785.520000 sec): 3 clusters
  Score: Raw -6661421.954483 + Penalty 3546.148603 = -6657875.805880
  nChanged 4194
		SP:Iteration 5F (1785.930000 sec): 3 clusters
  Score: Raw -6664619.196401 + Penalty 3546.148603 = -6661073.047798
  nChanged 4304
		SP:Iteration 6F (1786.330000 sec): 3 clusters
  Score: Raw -6668316.998100 + Penalty 3546.148603 = -6664770.849497
  nChanged 3670
		SP:Iteration 7F (1786.780000 sec): 3 clusters
  Score: Raw -6671561.739683 + Penalty 3546.148603 = -6668015.591080
  nChanged 2592
		SP:Iteration 8Q (1787.210000 sec): 3 clusters
  Score: Raw -6673851.609698 + Penalty 3546.148603 = -6670305.461095
  nChanged 1736
		SP:Iteration 9Q (1787.610000 sec): 3 clusters
  Score: Raw -6675404.624078 + Penalty 3546.148603 = -6671858.475475
  nChanged 997
		SP:Iteration 10Q (1787.990000 sec): 3 clusters
  Score: Raw -6676246.843010 + Penalty 3546.148603 = -6672700.694407
  nChanged 614
		SP:Iteration 11Q (1788.340000 sec): 3 clusters
  Score: Raw -6676758.255105 + Penalty 3546.148603 = -6673212.106502
  nChanged 366
		SP:Iteration 12Q (1788.760000 sec): 3 clusters
  Score: Raw -6677037.757538 + Penalty 3546.148603 = -6673491.608935
  nChanged 261
		SP:Iteration 13Q (1789.140000 sec): 3 clusters
  Score: Raw -6677253.208227 + Penalty 3546.148603 = -6673707.059624
  nChanged 155
		SP:Iteration 14Q (1789.490000 sec): 3 clusters
  Score: Raw -6677383.670141 + Penalty 3546.148603 = -6673837.521538
  nChanged 113
		SP:Iteration 15Q (1789.900000 sec): 3 clusters
  Score: Raw -6677475.346179 + Penalty 3546.148603 = -6673929.197576
  nChanged 89
		SP:Iteration 16Q (1790.260000 sec): 3 clusters
  Score: Raw -6677529.727129 + Penalty 3546.148603 = -6673983.578526
  nChanged 66
		SP:Iteration 17Q (1790.680000 sec): 3 clusters
  Score: Raw -6677562.001803 + Penalty 3546.148603 = -6674015.853200
  nChanged 49
		SP:Iteration 18Q (1791.040000 sec): 3 clusters
  Score: Raw -6677585.092039 + Penalty 3546.148603 = -6674038.943436
  nChanged 38
		SP:Iteration 19Q (1791.490000 sec): 3 clusters
  Score: Raw -6677600.253671 + Penalty 3546.148603 = -6674054.105068
  nChanged 30
		SP:Iteration 20F (1791.900000 sec): 3 clusters
  Score: Raw -6677612.596107 + Penalty 3546.148603 = -6674066.447504
  nChanged 19
		SP:Iteration 21Q (1792.300000 sec): 3 clusters
  Score: Raw -6677618.848709 + Penalty 3546.148603 = -6674072.700106
  nChanged 9
		SP:Iteration 22Q (1792.690000 sec): 3 clusters
  Score: Raw -6677622.362429 + Penalty 3546.148603 = -6674076.213826
  nChanged 5
		SP:Iteration 23Q (1793.120000 sec): 3 clusters
  Score: Raw -6677624.028528 + Penalty 3546.148603 = -6674077.879925
  nChanged 5
		SP:Iteration 24Q (1793.500000 sec): 3 clusters
  Score: Raw -6677624.961309 + Penalty 3546.148603 = -6674078.812706
  nChanged 3
		SP:Iteration 25Q (1793.860000 sec): 3 clusters
  Score: Raw -6677625.426622 + Penalty 3546.148603 = -6674079.278019
  nChanged 3
		SP:Iteration 26Q (1794.240000 sec): 3 clusters
  Score: Raw -6677626.235637 + Penalty 3546.148603 = -6674080.087034
  nChanged 2
		SP:Iteration 27Q (1794.640000 sec): 3 clusters
  Score: Raw -6677626.689889 + Penalty 3546.148603 = -6674080.541286
  nChanged 2
		SP:Iteration 28Q (1795.090000 sec): 3 clusters
  Score: Raw -6677627.728671 + Penalty 3546.148603 = -6674081.580068
  nChanged 5
		SP:Iteration 29Q (1795.530000 sec): 3 clusters
  Score: Raw -6677628.977043 + Penalty 3546.148603 = -6674082.828440
  nChanged 2
		SP:Iteration 30Q (1795.910000 sec): 3 clusters
  Score: Raw -6677629.992859 + Penalty 3546.148603 = -6674083.844256
  nChanged 1
		SP:Iteration 31Q (1796.320000 sec): 3 clusters
  Score: Raw -6677630.104450 + Penalty 3546.148603 = -6674083.955847
  nChanged 0
		SP:Iteration 32F (1796.730000 sec): 3 clusters
  Score: Raw -6677630.104450 + Penalty 3546.148603 = -6674083.955847
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (10538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1796.890000 sec): 2 clusters
  Score: Raw -1137203.309867 + Penalty 1505.195746 = -1135698.114122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1797.100000 sec): 3 clusters
  Score: Raw -1131491.282569 + Penalty 3010.391492 = -1128480.891077
  nChanged 4696
		SP:Iteration 1F (1797.310000 sec): 3 clusters
  Score: Raw -1138609.321978 + Penalty 3010.391492 = -1135598.930487
  nChanged 1695
		SP:Iteration 2F (1797.490000 sec): 3 clusters
  Score: Raw -1145872.791029 + Penalty 3010.391492 = -1142862.399537
  nChanged 1922
		SP:Iteration 3F (1797.710000 sec): 3 clusters
  Score: Raw -1150176.189507 + Penalty 3010.391492 = -1147165.798016
  nChanged 906
		SP:Iteration 4F (1797.920000 sec): 3 clusters
  Score: Raw -1151484.175638 + Penalty 3010.391492 = -1148473.784146
  nChanged 448
		SP:Iteration 5Q (1798.150000 sec): 3 clusters
  Score: Raw -1151974.838945 + Penalty 3010.391492 = -1148964.447453
  nChanged 266
		SP:Iteration 6Q (1798.340000 sec): 3 clusters
  Score: Raw -1152176.263956 + Penalty 3010.391492 = -1149165.872464
  nChanged 159
		SP:Iteration 7Q (1798.570000 sec): 3 clusters
  Score: Raw -1152300.231874 + Penalty 3010.391492 = -1149289.840383
  nChanged 120
		SP:Iteration 8Q (1798.770000 sec): 3 clusters
  Score: Raw -1152375.039255 + Penalty 3010.391492 = -1149364.647764
  nChanged 79
		SP:Iteration 9Q (1799.020000 sec): 3 clusters
  Score: Raw -1152416.580938 + Penalty 3010.391492 = -1149406.189446
  nChanged 65
		SP:Iteration 10Q (1799.240000 sec): 3 clusters
  Score: Raw -1152444.949904 + Penalty 3010.391492 = -1149434.558412
  nChanged 49
		SP:Iteration 11Q (1799.450000 sec): 3 clusters
  Score: Raw -1152463.060429 + Penalty 3010.391492 = -1149452.668937
  nChanged 38
		SP:Iteration 12Q (1799.680000 sec): 3 clusters
  Score: Raw -1152475.074103 + Penalty 3010.391492 = -1149464.682611
  nChanged 25
		SP:Iteration 13Q (1799.900000 sec): 3 clusters
  Score: Raw -1152481.702169 + Penalty 3010.391492 = -1149471.310677
  nChanged 28
		SP:Iteration 14Q (1800.140000 sec): 3 clusters
  Score: Raw -1152491.463278 + Penalty 3010.391492 = -1149481.071787
  nChanged 26
		SP:Iteration 15Q (1800.330000 sec): 3 clusters
  Score: Raw -1152500.251522 + Penalty 3010.391492 = -1149489.860031
  nChanged 26
		SP:Iteration 16Q (1800.490000 sec): 3 clusters
  Score: Raw -1152509.162566 + Penalty 3010.391492 = -1149498.771075
  nChanged 24
		SP:Iteration 17Q (1800.720000 sec): 3 clusters
  Score: Raw -1152517.632797 + Penalty 3010.391492 = -1149507.241306
  nChanged 18
		SP:Iteration 18Q (1800.900000 sec): 3 clusters
  Score: Raw -1152523.006196 + Penalty 3010.391492 = -1149512.614705
  nChanged 13
		SP:Iteration 19Q (1801.090000 sec): 3 clusters
  Score: Raw -1152532.049000 + Penalty 3010.391492 = -1149521.657508
  nChanged 11
		SP:Iteration 20F (1801.290000 sec): 3 clusters
  Score: Raw -1152548.179676 + Penalty 3010.391492 = -1149537.788184
  nChanged 20
		SP:Iteration 21Q (1801.500000 sec): 3 clusters
  Score: Raw -1152563.711658 + Penalty 3010.391492 = -1149553.320167
  nChanged 27
		SP:Iteration 22Q (1801.660000 sec): 3 clusters
  Score: Raw -1152571.647424 + Penalty 3010.391492 = -1149561.255932
  nChanged 25
		SP:Iteration 23Q (1801.880000 sec): 3 clusters
  Score: Raw -1152579.227385 + Penalty 3010.391492 = -1149568.835893
  nChanged 25
		SP:Iteration 24Q (1802.080000 sec): 3 clusters
  Score: Raw -1152585.902757 + Penalty 3010.391492 = -1149575.511266
  nChanged 22
		SP:Iteration 25Q (1802.260000 sec): 3 clusters
  Score: Raw -1152590.812678 + Penalty 3010.391492 = -1149580.421186
  nChanged 16
		SP:Iteration 26Q (1802.480000 sec): 3 clusters
  Score: Raw -1152594.354877 + Penalty 3010.391492 = -1149583.963386
  nChanged 20
		SP:Iteration 27Q (1802.700000 sec): 3 clusters
  Score: Raw -1152598.184276 + Penalty 3010.391492 = -1149587.792785
  nChanged 16
		SP:Iteration 28Q (1802.910000 sec): 3 clusters
  Score: Raw -1152601.974261 + Penalty 3010.391492 = -1149591.582769
  nChanged 23
		SP:Iteration 29Q (1803.130000 sec): 3 clusters
  Score: Raw -1152606.285036 + Penalty 3010.391492 = -1149595.893544
  nChanged 20
		SP:Iteration 30Q (1803.360000 sec): 3 clusters
  Score: Raw -1152610.517753 + Penalty 3010.391492 = -1149600.126261
  nChanged 19
		SP:Iteration 31Q (1803.550000 sec): 3 clusters
  Score: Raw -1152614.632700 + Penalty 3010.391492 = -1149604.241208
  nChanged 17
		SP:Iteration 32Q (1803.760000 sec): 3 clusters
  Score: Raw -1152617.907879 + Penalty 3010.391492 = -1149607.516387
  nChanged 12
		SP:Iteration 33Q (1803.940000 sec): 3 clusters
  Score: Raw -1152619.590066 + Penalty 3010.391492 = -1149609.198575
  nChanged 10
		SP:Iteration 34Q (1804.120000 sec): 3 clusters
  Score: Raw -1152620.894324 + Penalty 3010.391492 = -1149610.502832
  nChanged 10
		SP:Iteration 35Q (1804.320000 sec): 3 clusters
  Score: Raw -1152622.448668 + Penalty 3010.391492 = -1149612.057177
  nChanged 8
		SP:Iteration 36Q (1804.530000 sec): 3 clusters
  Score: Raw -1152623.425268 + Penalty 3010.391492 = -1149613.033776
  nChanged 6
		SP:Iteration 37Q (1804.800000 sec): 3 clusters
  Score: Raw -1152624.302362 + Penalty 3010.391492 = -1149613.910870
  nChanged 10
		SP:Iteration 38Q (1805.000000 sec): 3 clusters
  Score: Raw -1152626.221190 + Penalty 3010.391492 = -1149615.829698
  nChanged 15
		SP:Iteration 39Q (1805.200000 sec): 3 clusters
  Score: Raw -1152629.029697 + Penalty 3010.391492 = -1149618.638205
  nChanged 15
		SP:Iteration 40F (1805.410000 sec): 3 clusters
  Score: Raw -1152631.814411 + Penalty 3010.391492 = -1149621.422919
  nChanged 17
		SP:Iteration 41Q (1805.640000 sec): 3 clusters
  Score: Raw -1152634.474293 + Penalty 3010.391492 = -1149624.082802
  nChanged 15
		SP:Iteration 42Q (1805.870000 sec): 3 clusters
  Score: Raw -1152636.478155 + Penalty 3010.391492 = -1149626.086663
  nChanged 15
		SP:Iteration 43Q (1806.040000 sec): 3 clusters
  Score: Raw -1152638.769138 + Penalty 3010.391492 = -1149628.377647
  nChanged 18
		SP:Iteration 44Q (1806.250000 sec): 3 clusters
  Score: Raw -1152641.377676 + Penalty 3010.391492 = -1149630.986185
  nChanged 14
		SP:Iteration 45Q (1806.400000 sec): 3 clusters
  Score: Raw -1152643.047930 + Penalty 3010.391492 = -1149632.656439
  nChanged 11
		SP:Iteration 46Q (1806.600000 sec): 3 clusters
  Score: Raw -1152644.550726 + Penalty 3010.391492 = -1149634.159235
  nChanged 15
		SP:Iteration 47Q (1806.840000 sec): 3 clusters
  Score: Raw -1152646.594549 + Penalty 3010.391492 = -1149636.203058
  nChanged 9
		SP:Iteration 48Q (1807.020000 sec): 3 clusters
  Score: Raw -1152647.491873 + Penalty 3010.391492 = -1149637.100382
  nChanged 6
		SP:Iteration 49Q (1807.240000 sec): 3 clusters
  Score: Raw -1152648.134099 + Penalty 3010.391492 = -1149637.742607
  nChanged 5
		SP:Iteration 50Q (1807.450000 sec): 3 clusters
  Score: Raw -1152648.749142 + Penalty 3010.391492 = -1149638.357651
  nChanged 2
		SP:Iteration 51Q (1807.660000 sec): 3 clusters
  Score: Raw -1152649.211104 + Penalty 3010.391492 = -1149638.819613
  nChanged 6
		SP:Iteration 52Q (1807.870000 sec): 3 clusters
  Score: Raw -1152649.920981 + Penalty 3010.391492 = -1149639.529489
  nChanged 2
		SP:Iteration 53Q (1808.130000 sec): 3 clusters
  Score: Raw -1152650.187716 + Penalty 3010.391492 = -1149639.796225
  nChanged 5
		SP:Iteration 54Q (1808.360000 sec): 3 clusters
  Score: Raw -1152651.074160 + Penalty 3010.391492 = -1149640.682668
  nChanged 4
		SP:Iteration 55Q (1808.540000 sec): 3 clusters
  Score: Raw -1152651.468979 + Penalty 3010.391492 = -1149641.077487
  nChanged 2
		SP:Iteration 56Q (1808.780000 sec): 3 clusters
  Score: Raw -1152651.601050 + Penalty 3010.391492 = -1149641.209558
  nChanged 1
		SP:Iteration 57Q (1808.990000 sec): 3 clusters
  Score: Raw -1152651.651042 + Penalty 3010.391492 = -1149641.259550
  nChanged 0
		SP:Iteration 58F (1809.180000 sec): 3 clusters
  Score: Raw -1152651.651042 + Penalty 3010.391492 = -1149641.259550
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (20481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1809.350000 sec): 2 clusters
  Score: Raw -2356223.018975 + Penalty 1613.178597 = -2354609.840377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1809.620000 sec): 3 clusters
  Score: Raw -2343984.736213 + Penalty 3226.357194 = -2340758.379018
  nChanged 9210
		SP:Iteration 1F (1809.860000 sec): 3 clusters
  Score: Raw -2349349.381440 + Penalty 3226.357194 = -2346123.024246
  nChanged 1277
		SP:Iteration 2F (1810.130000 sec): 3 clusters
  Score: Raw -2350035.555990 + Penalty 3226.357194 = -2346809.198795
  nChanged 1304
		SP:Iteration 3F (1810.350000 sec): 3 clusters
  Score: Raw -2350850.042786 + Penalty 3226.357194 = -2347623.685591
  nChanged 1350
		SP:Iteration 4F (1810.590000 sec): 3 clusters
  Score: Raw -2351747.616281 + Penalty 3226.357194 = -2348521.259087
  nChanged 1267
		SP:Iteration 5F (1810.860000 sec): 3 clusters
  Score: Raw -2352591.774181 + Penalty 3226.357194 = -2349365.416986
  nChanged 1116
		SP:Iteration 6F (1811.100000 sec): 3 clusters
  Score: Raw -2353315.395783 + Penalty 3226.357194 = -2350089.038588
  nChanged 959
		SP:Iteration 7Q (1811.360000 sec): 3 clusters
  Score: Raw -2353865.637579 + Penalty 3226.357194 = -2350639.280384
  nChanged 761
		SP:Iteration 8Q (1811.620000 sec): 3 clusters
  Score: Raw -2354257.462482 + Penalty 3226.357194 = -2351031.105288
  nChanged 608
		SP:Iteration 9Q (1811.860000 sec): 3 clusters
  Score: Raw -2354497.785006 + Penalty 3226.357194 = -2351271.427811
  nChanged 430
		SP:Iteration 10Q (1812.140000 sec): 3 clusters
  Score: Raw -2354624.877460 + Penalty 3226.357194 = -2351398.520265
  nChanged 290
		SP:Iteration 11Q (1812.390000 sec): 3 clusters
  Score: Raw -2354694.807539 + Penalty 3226.357194 = -2351468.450345
  nChanged 223
		SP:Iteration 12Q (1812.620000 sec): 3 clusters
  Score: Raw -2354741.612156 + Penalty 3226.357194 = -2351515.254962
  nChanged 176
		SP:Iteration 13Q (1812.920000 sec): 3 clusters
  Score: Raw -2354773.962615 + Penalty 3226.357194 = -2351547.605421
  nChanged 138
		SP:Iteration 14Q (1813.230000 sec): 3 clusters
  Score: Raw -2354801.729876 + Penalty 3226.357194 = -2351575.372682
  nChanged 134
		SP:Iteration 15Q (1813.520000 sec): 3 clusters
  Score: Raw -2354825.749439 + Penalty 3226.357194 = -2351599.392244
  nChanged 122
		SP:Iteration 16Q (1813.830000 sec): 3 clusters
  Score: Raw -2354846.712154 + Penalty 3226.357194 = -2351620.354959
  nChanged 106
		SP:Iteration 17Q (1814.110000 sec): 3 clusters
  Score: Raw -2354865.751709 + Penalty 3226.357194 = -2351639.394515
  nChanged 115
		SP:Iteration 18Q (1814.420000 sec): 3 clusters
  Score: Raw -2354884.030831 + Penalty 3226.357194 = -2351657.673637
  nChanged 102
		SP:Iteration 19Q (1814.720000 sec): 3 clusters
  Score: Raw -2354901.708567 + Penalty 3226.357194 = -2351675.351372
  nChanged 106
		SP:Iteration 20F (1815.010000 sec): 3 clusters
  Score: Raw -2354921.142059 + Penalty 3226.357194 = -2351694.784864
  nChanged 127
		SP:Iteration 21Q (1815.280000 sec): 3 clusters
  Score: Raw -2354948.242579 + Penalty 3226.357194 = -2351721.885384
  nChanged 130
		SP:Iteration 22Q (1815.560000 sec): 3 clusters
  Score: Raw -2354972.952150 + Penalty 3226.357194 = -2351746.594955
  nChanged 121
		SP:Iteration 23Q (1815.840000 sec): 3 clusters
  Score: Raw -2354995.637254 + Penalty 3226.357194 = -2351769.280059
  nChanged 123
		SP:Iteration 24Q (1816.120000 sec): 3 clusters
  Score: Raw -2355017.681113 + Penalty 3226.357194 = -2351791.323918
  nChanged 117
		SP:Iteration 25Q (1816.400000 sec): 3 clusters
  Score: Raw -2355041.172610 + Penalty 3226.357194 = -2351814.815416
  nChanged 107
		SP:Iteration 26Q (1816.680000 sec): 3 clusters
  Score: Raw -2355060.684490 + Penalty 3226.357194 = -2351834.327295
  nChanged 112
		SP:Iteration 27Q (1816.970000 sec): 3 clusters
  Score: Raw -2355082.796482 + Penalty 3226.357194 = -2351856.439287
  nChanged 102
		SP:Iteration 28Q (1817.210000 sec): 3 clusters
  Score: Raw -2355101.519549 + Penalty 3226.357194 = -2351875.162354
  nChanged 83
		SP:Iteration 29Q (1817.500000 sec): 3 clusters
  Score: Raw -2355116.382471 + Penalty 3226.357194 = -2351890.025276
  nChanged 82
		SP:Iteration 30Q (1817.790000 sec): 3 clusters
  Score: Raw -2355131.539886 + Penalty 3226.357194 = -2351905.182691
  nChanged 99
		SP:Iteration 31Q (1818.010000 sec): 3 clusters
  Score: Raw -2355150.851655 + Penalty 3226.357194 = -2351924.494460
  nChanged 105
		SP:Iteration 32Q (1818.280000 sec): 3 clusters
  Score: Raw -2355172.817767 + Penalty 3226.357194 = -2351946.460572
  nChanged 109
		SP:Iteration 33Q (1818.560000 sec): 3 clusters
  Score: Raw -2355196.453974 + Penalty 3226.357194 = -2351970.096780
  nChanged 114
		SP:Iteration 34Q (1818.880000 sec): 3 clusters
  Score: Raw -2355221.517919 + Penalty 3226.357194 = -2351995.160725
  nChanged 110
		SP:Iteration 35Q (1819.130000 sec): 3 clusters
  Score: Raw -2355243.718331 + Penalty 3226.357194 = -2352017.361137
  nChanged 95
		SP:Iteration 36Q (1819.420000 sec): 3 clusters
  Score: Raw -2355260.449782 + Penalty 3226.357194 = -2352034.092587
  nChanged 89
		SP:Iteration 37Q (1819.720000 sec): 3 clusters
  Score: Raw -2355277.980080 + Penalty 3226.357194 = -2352051.622886
  nChanged 93
		SP:Iteration 38Q (1819.940000 sec): 3 clusters
  Score: Raw -2355296.758245 + Penalty 3226.357194 = -2352070.401051
  nChanged 109
		SP:Iteration 39Q (1820.300000 sec): 3 clusters
  Score: Raw -2355318.284449 + Penalty 3226.357194 = -2352091.927255
  nChanged 101
		SP:Iteration 40F (1820.560000 sec): 3 clusters
  Score: Raw -2355337.882713 + Penalty 3226.357194 = -2352111.525519
  nChanged 104
		SP:Iteration 41Q (1820.790000 sec): 3 clusters
  Score: Raw -2355360.793606 + Penalty 3226.357194 = -2352134.436411
  nChanged 105
		SP:Iteration 42Q (1821.150000 sec): 3 clusters
  Score: Raw -2355385.321496 + Penalty 3226.357194 = -2352158.964302
  nChanged 123
		SP:Iteration 43Q (1821.420000 sec): 3 clusters
  Score: Raw -2355418.394670 + Penalty 3226.357194 = -2352192.037476
  nChanged 146
		SP:Iteration 44Q (1821.680000 sec): 3 clusters
  Score: Raw -2355455.558133 + Penalty 3226.357194 = -2352229.200938
  nChanged 132
		SP:Iteration 45Q (1821.920000 sec): 3 clusters
  Score: Raw -2355494.701638 + Penalty 3226.357194 = -2352268.344443
  nChanged 138
		SP:Iteration 46Q (1822.200000 sec): 3 clusters
  Score: Raw -2355531.429412 + Penalty 3226.357194 = -2352305.072217
  nChanged 131
		SP:Iteration 47Q (1822.520000 sec): 3 clusters
  Score: Raw -2355565.422296 + Penalty 3226.357194 = -2352339.065102
  nChanged 106
		SP:Iteration 48Q (1822.790000 sec): 3 clusters
  Score: Raw -2355588.225380 + Penalty 3226.357194 = -2352361.868186
  nChanged 96
		SP:Iteration 49Q (1823.060000 sec): 3 clusters
  Score: Raw -2355610.231025 + Penalty 3226.357194 = -2352383.873831
  nChanged 114
		SP:Iteration 50Q (1823.350000 sec): 3 clusters
  Score: Raw -2355635.681108 + Penalty 3226.357194 = -2352409.323914
  nChanged 107
		SP:Iteration 51Q (1823.670000 sec): 3 clusters
  Score: Raw -2355659.756542 + Penalty 3226.357194 = -2352433.399348
  nChanged 96
		SP:Iteration 52Q (1823.960000 sec): 3 clusters
  Score: Raw -2355685.468189 + Penalty 3226.357194 = -2352459.110995
  nChanged 97
		SP:Iteration 53Q (1824.220000 sec): 3 clusters
  Score: Raw -2355713.883488 + Penalty 3226.357194 = -2352487.526294
  nChanged 103
		SP:Iteration 54Q (1824.480000 sec): 3 clusters
  Score: Raw -2355746.561887 + Penalty 3226.357194 = -2352520.204693
  nChanged 112
		SP:Iteration 55Q (1824.820000 sec): 3 clusters
  Score: Raw -2355780.640249 + Penalty 3226.357194 = -2352554.283054
  nChanged 130
		SP:Iteration 56Q (1825.120000 sec): 3 clusters
  Score: Raw -2355829.666961 + Penalty 3226.357194 = -2352603.309766
  nChanged 163
		SP:Iteration 57Q (1825.360000 sec): 3 clusters
  Score: Raw -2355887.846295 + Penalty 3226.357194 = -2352661.489100
  nChanged 140
		SP:Iteration 58Q (1825.660000 sec): 3 clusters
  Score: Raw -2355943.459555 + Penalty 3226.357194 = -2352717.102360
  nChanged 139
		SP:Iteration 59Q (1825.930000 sec): 3 clusters
  Score: Raw -2356001.066302 + Penalty 3226.357194 = -2352774.709108
  nChanged 131
		SP:Iteration 60F (1826.230000 sec): 3 clusters
  Score: Raw -2356060.663854 + Penalty 3226.357194 = -2352834.306659
  nChanged 122
		SP:Iteration 61Q (1826.520000 sec): 3 clusters
  Score: Raw -2356109.821163 + Penalty 3226.357194 = -2352883.463969
  nChanged 100
		SP:Iteration 62Q (1826.790000 sec): 3 clusters
  Score: Raw -2356151.972448 + Penalty 3226.357194 = -2352925.615253
  nChanged 100
		SP:Iteration 63Q (1827.100000 sec): 3 clusters
  Score: Raw -2356200.579570 + Penalty 3226.357194 = -2352974.222375
  nChanged 90
		SP:Iteration 64Q (1827.380000 sec): 3 clusters
  Score: Raw -2356243.210629 + Penalty 3226.357194 = -2353016.853434
  nChanged 65
		SP:Iteration 65Q (1827.630000 sec): 3 clusters
  Score: Raw -2356268.541752 + Penalty 3226.357194 = -2353042.184558
  nChanged 56
		SP:Iteration 66Q (1827.910000 sec): 3 clusters
  Score: Raw -2356293.810220 + Penalty 3226.357194 = -2353067.453025
  nChanged 50
		SP:Iteration 67Q (1828.150000 sec): 3 clusters
  Score: Raw -2356313.178960 + Penalty 3226.357194 = -2353086.821766
  nChanged 50
		SP:Iteration 68Q (1828.420000 sec): 3 clusters
  Score: Raw -2356334.042680 + Penalty 3226.357194 = -2353107.685486
  nChanged 56
		SP:Iteration 69Q (1828.690000 sec): 3 clusters
  Score: Raw -2356356.232734 + Penalty 3226.357194 = -2353129.875540
  nChanged 45
		SP:Iteration 70Q (1828.910000 sec): 3 clusters
  Score: Raw -2356379.355037 + Penalty 3226.357194 = -2353152.997843
  nChanged 43
		SP:Iteration 71Q (1829.170000 sec): 3 clusters
  Score: Raw -2356397.582566 + Penalty 3226.357194 = -2353171.225371
  nChanged 35
		SP:Iteration 72Q (1829.490000 sec): 3 clusters
  Score: Raw -2356411.347797 + Penalty 3226.357194 = -2353184.990603
  nChanged 35
		SP:Iteration 73Q (1829.750000 sec): 3 clusters
  Score: Raw -2356424.633130 + Penalty 3226.357194 = -2353198.275936
  nChanged 30
		SP:Iteration 74Q (1830.060000 sec): 3 clusters
  Score: Raw -2356436.831520 + Penalty 3226.357194 = -2353210.474326
  nChanged 25
		SP:Iteration 75Q (1830.350000 sec): 3 clusters
  Score: Raw -2356446.548221 + Penalty 3226.357194 = -2353220.191026
  nChanged 25
		SP:Iteration 76Q (1830.630000 sec): 3 clusters
  Score: Raw -2356455.539000 + Penalty 3226.357194 = -2353229.181806
  nChanged 19
		SP:Iteration 77Q (1831.010000 sec): 3 clusters
  Score: Raw -2356463.324297 + Penalty 3226.357194 = -2353236.967103
  nChanged 16
		SP:Iteration 78Q (1831.270000 sec): 3 clusters
  Score: Raw -2356473.153652 + Penalty 3226.357194 = -2353246.796458
  nChanged 21
		SP:Iteration 79Q (1831.550000 sec): 3 clusters
  Score: Raw -2356482.974458 + Penalty 3226.357194 = -2353256.617263
  nChanged 22
		SP:Iteration 80F (1831.800000 sec): 3 clusters
  Score: Raw -2356490.167940 + Penalty 3226.357194 = -2353263.810746
  nChanged 13
		SP:Iteration 81Q (1832.090000 sec): 3 clusters
  Score: Raw -2356496.690328 + Penalty 3226.357194 = -2353270.333134
  nChanged 12
		SP:Iteration 82Q (1832.290000 sec): 3 clusters
  Score: Raw -2356501.266416 + Penalty 3226.357194 = -2353274.909221
  nChanged 12
		SP:Iteration 83Q (1832.540000 sec): 3 clusters
  Score: Raw -2356503.915295 + Penalty 3226.357194 = -2353277.558101
  nChanged 7
		SP:Iteration 84Q (1832.790000 sec): 3 clusters
  Score: Raw -2356506.720865 + Penalty 3226.357194 = -2353280.363671
  nChanged 8
		SP:Iteration 85Q (1833.070000 sec): 3 clusters
  Score: Raw -2356510.387900 + Penalty 3226.357194 = -2353284.030706
  nChanged 8
		SP:Iteration 86Q (1833.310000 sec): 3 clusters
  Score: Raw -2356513.039253 + Penalty 3226.357194 = -2353286.682058
  nChanged 6
		SP:Iteration 87Q (1833.550000 sec): 3 clusters
  Score: Raw -2356517.276373 + Penalty 3226.357194 = -2353290.919179
  nChanged 6
		SP:Iteration 88Q (1833.800000 sec): 3 clusters
  Score: Raw -2356519.948025 + Penalty 3226.357194 = -2353293.590830
  nChanged 3
		SP:Iteration 89Q (1834.070000 sec): 3 clusters
  Score: Raw -2356521.427181 + Penalty 3226.357194 = -2353295.069987
  nChanged 4
		SP:Iteration 90Q (1834.360000 sec): 3 clusters
  Score: Raw -2356522.623700 + Penalty 3226.357194 = -2353296.266505
  nChanged 2
		SP:Iteration 91Q (1834.590000 sec): 3 clusters
  Score: Raw -2356523.105808 + Penalty 3226.357194 = -2353296.748614
  nChanged 2
		SP:Iteration 92Q (1834.860000 sec): 3 clusters
  Score: Raw -2356523.611238 + Penalty 3226.357194 = -2353297.254044
  nChanged 2
		SP:Iteration 93Q (1835.160000 sec): 3 clusters
  Score: Raw -2356525.197696 + Penalty 3226.357194 = -2353298.840502
  nChanged 5
		SP:Iteration 94Q (1835.420000 sec): 3 clusters
  Score: Raw -2356527.680001 + Penalty 3226.357194 = -2353301.322806
  nChanged 5
		SP:Iteration 95Q (1835.700000 sec): 3 clusters
  Score: Raw -2356529.211397 + Penalty 3226.357194 = -2353302.854203
  nChanged 4
		SP:Iteration 96Q (1835.950000 sec): 3 clusters
  Score: Raw -2356529.992004 + Penalty 3226.357194 = -2353303.634810
  nChanged 5
		SP:Iteration 97Q (1836.230000 sec): 3 clusters
  Score: Raw -2356531.407782 + Penalty 3226.357194 = -2353305.050587
  nChanged 4
		SP:Iteration 98Q (1836.450000 sec): 3 clusters
  Score: Raw -2356532.520613 + Penalty 3226.357194 = -2353306.163419
  nChanged 3
		SP:Iteration 99Q (1836.730000 sec): 3 clusters
  Score: Raw -2356533.923949 + Penalty 3226.357194 = -2353307.566755
  nChanged 5
		SP:Iteration 100F (1837.020000 sec): 3 clusters
  Score: Raw -2356535.556763 + Penalty 3226.357194 = -2353309.199568
  nChanged 8
		SP:Iteration 101Q (1837.280000 sec): 3 clusters
  Score: Raw -2356538.214060 + Penalty 3226.357194 = -2353311.856866
  nChanged 4
		SP:Iteration 102Q (1837.560000 sec): 3 clusters
  Score: Raw -2356540.239032 + Penalty 3226.357194 = -2353313.881838
  nChanged 4
		SP:Iteration 103Q (1837.810000 sec): 3 clusters
  Score: Raw -2356541.199109 + Penalty 3226.357194 = -2353314.841915
  nChanged 1
		SP:Iteration 104Q (1838.120000 sec): 3 clusters
  Score: Raw -2356541.411118 + Penalty 3226.357194 = -2353315.053924
  nChanged 0
		SP:Iteration 105F (1838.390000 sec): 3 clusters
  Score: Raw -2356541.411118 + Penalty 3226.357194 = -2353315.053924
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (138047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1839.200000 sec): 2 clusters
  Score: Raw -16562705.885468 + Penalty 1923.244291 = -16560782.641176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1839.950000 sec): 3 clusters
  Score: Raw -16472029.576323 + Penalty 3846.488583 = -16468183.087740
  nChanged 66417
		SP:Iteration 1F (1840.760000 sec): 3 clusters
  Score: Raw -16515197.201477 + Penalty 3846.488583 = -16511350.712894
  nChanged 8023
		SP:Iteration 2F (1841.570000 sec): 3 clusters
  Score: Raw -16522197.022965 + Penalty 3846.488583 = -16518350.534382
  nChanged 9892
		SP:Iteration 3F (1842.370000 sec): 3 clusters
  Score: Raw -16529779.780736 + Penalty 3846.488583 = -16525933.292153
  nChanged 10806
		SP:Iteration 4F (1843.200000 sec): 3 clusters
  Score: Raw -16538276.498109 + Penalty 3846.488583 = -16534430.009526
  nChanged 11032
		SP:Iteration 5F (1844.070000 sec): 3 clusters
  Score: Raw -16547004.251874 + Penalty 3846.488583 = -16543157.763291
  nChanged 10309
		SP:Iteration 6F (1844.790000 sec): 3 clusters
  Score: Raw -16555074.592200 + Penalty 3846.488583 = -16551228.103618
  nChanged 8993
		SP:Iteration 7F (1845.510000 sec): 3 clusters
  Score: Raw -16562192.204441 + Penalty 3846.488583 = -16558345.715858
  nChanged 7122
		SP:Iteration 8F (1846.270000 sec): 3 clusters
  Score: Raw -16567139.101363 + Penalty 3846.488583 = -16563292.612780
  nChanged 5073
		SP:Iteration 9Q (1847.100000 sec): 3 clusters
  Score: Raw -16569760.610917 + Penalty 3846.488583 = -16565914.122334
  nChanged 3308
		SP:Iteration 10Q (1847.920000 sec): 3 clusters
  Score: Raw -16570988.464358 + Penalty 3846.488583 = -16567141.975775
  nChanged 2236
		SP:Iteration 11Q (1848.690000 sec): 3 clusters
  Score: Raw -16571615.995874 + Penalty 3846.488583 = -16567769.507291
  nChanged 1479
		SP:Iteration 12Q (1849.490000 sec): 3 clusters
  Score: Raw -16571926.133545 + Penalty 3846.488583 = -16568079.644962
  nChanged 1133
		SP:Iteration 13Q (1850.210000 sec): 3 clusters
  Score: Raw -16572118.129558 + Penalty 3846.488583 = -16568271.640975
  nChanged 856
		SP:Iteration 14Q (1850.990000 sec): 3 clusters
  Score: Raw -16572233.109364 + Penalty 3846.488583 = -16568386.620781
  nChanged 686
		SP:Iteration 15Q (1851.700000 sec): 3 clusters
  Score: Raw -16572311.320150 + Penalty 3846.488583 = -16568464.831567
  nChanged 596
		SP:Iteration 16Q (1852.470000 sec): 3 clusters
  Score: Raw -16572375.024877 + Penalty 3846.488583 = -16568528.536294
  nChanged 518
		SP:Iteration 17Q (1853.230000 sec): 3 clusters
  Score: Raw -16572427.430900 + Penalty 3846.488583 = -16568580.942317
  nChanged 477
		SP:Iteration 18Q (1853.980000 sec): 3 clusters
  Score: Raw -16572471.703309 + Penalty 3846.488583 = -16568625.214726
  nChanged 410
		SP:Iteration 19Q (1854.790000 sec): 3 clusters
  Score: Raw -16572506.690231 + Penalty 3846.488583 = -16568660.201648
  nChanged 364
		SP:Iteration 20F (1855.530000 sec): 3 clusters
  Score: Raw -16572537.716635 + Penalty 3846.488583 = -16568691.228052
  nChanged 313
		SP:Iteration 21Q (1856.260000 sec): 3 clusters
  Score: Raw -16572562.750804 + Penalty 3846.488583 = -16568716.262221
  nChanged 313
		SP:Iteration 22Q (1856.940000 sec): 3 clusters
  Score: Raw -16572584.721686 + Penalty 3846.488583 = -16568738.233103
  nChanged 269
		SP:Iteration 23Q (1857.640000 sec): 3 clusters
  Score: Raw -16572600.074840 + Penalty 3846.488583 = -16568753.586258
  nChanged 226
		SP:Iteration 24Q (1858.340000 sec): 3 clusters
  Score: Raw -16572610.684786 + Penalty 3846.488583 = -16568764.196203
  nChanged 202
		SP:Iteration 25Q (1859.120000 sec): 3 clusters
  Score: Raw -16572618.889785 + Penalty 3846.488583 = -16568772.401202
  nChanged 158
		SP:Iteration 26Q (1859.840000 sec): 3 clusters
  Score: Raw -16572625.113169 + Penalty 3846.488583 = -16568778.624586
  nChanged 137
		SP:Iteration 27Q (1860.630000 sec): 3 clusters
  Score: Raw -16572630.313495 + Penalty 3846.488583 = -16568783.824912
  nChanged 140
		SP:Iteration 28Q (1861.410000 sec): 3 clusters
  Score: Raw -16572634.856989 + Penalty 3846.488583 = -16568788.368406
  nChanged 116
		SP:Iteration 29Q (1862.330000 sec): 3 clusters
  Score: Raw -16572638.058322 + Penalty 3846.488583 = -16568791.569739
  nChanged 107
		SP:Iteration 30Q (1863.200000 sec): 3 clusters
  Score: Raw -16572640.811864 + Penalty 3846.488583 = -16568794.323281
  nChanged 122
		SP:Iteration 31Q (1864.010000 sec): 3 clusters
  Score: Raw -16572644.565614 + Penalty 3846.488583 = -16568798.077031
  nChanged 126
		SP:Iteration 32Q (1864.760000 sec): 3 clusters
  Score: Raw -16572648.362553 + Penalty 3846.488583 = -16568801.873970
  nChanged 114
		SP:Iteration 33Q (1865.500000 sec): 3 clusters
  Score: Raw -16572651.288730 + Penalty 3846.488583 = -16568804.800147
  nChanged 91
		SP:Iteration 34Q (1866.230000 sec): 3 clusters
  Score: Raw -16572653.429273 + Penalty 3846.488583 = -16568806.940690
  nChanged 82
		SP:Iteration 35Q (1867.020000 sec): 3 clusters
  Score: Raw -16572655.350411 + Penalty 3846.488583 = -16568808.861828
  nChanged 73
		SP:Iteration 36Q (1867.780000 sec): 3 clusters
  Score: Raw -16572657.068421 + Penalty 3846.488583 = -16568810.579838
  nChanged 71
		SP:Iteration 37Q (1868.560000 sec): 3 clusters
  Score: Raw -16572658.575746 + Penalty 3846.488583 = -16568812.087163
  nChanged 66
		SP:Iteration 38Q (1869.350000 sec): 3 clusters
  Score: Raw -16572659.906478 + Penalty 3846.488583 = -16568813.417895
  nChanged 54
		SP:Iteration 39Q (1870.170000 sec): 3 clusters
  Score: Raw -16572661.272374 + Penalty 3846.488583 = -16568814.783791
  nChanged 67
		SP:Iteration 40F (1871.050000 sec): 3 clusters
  Score: Raw -16572662.550175 + Penalty 3846.488583 = -16568816.061592
  nChanged 52
		SP:Iteration 41Q (1871.830000 sec): 3 clusters
  Score: Raw -16572663.478915 + Penalty 3846.488583 = -16568816.990332
  nChanged 40
		SP:Iteration 42Q (1872.570000 sec): 3 clusters
  Score: Raw -16572664.182379 + Penalty 3846.488583 = -16568817.693797
  nChanged 28
		SP:Iteration 43Q (1873.300000 sec): 3 clusters
  Score: Raw -16572664.646463 + Penalty 3846.488583 = -16568818.157880
  nChanged 36
		SP:Iteration 44Q (1874.070000 sec): 3 clusters
  Score: Raw -16572665.240205 + Penalty 3846.488583 = -16568818.751622
  nChanged 37
		SP:Iteration 45Q (1874.840000 sec): 3 clusters
  Score: Raw -16572665.719895 + Penalty 3846.488583 = -16568819.231313
  nChanged 30
		SP:Iteration 46Q (1875.600000 sec): 3 clusters
  Score: Raw -16572666.073709 + Penalty 3846.488583 = -16568819.585126
  nChanged 24
		SP:Iteration 47Q (1876.360000 sec): 3 clusters
  Score: Raw -16572666.414962 + Penalty 3846.488583 = -16568819.926379
  nChanged 24
		SP:Iteration 48Q (1877.180000 sec): 3 clusters
  Score: Raw -16572666.746213 + Penalty 3846.488583 = -16568820.257630
  nChanged 27
		SP:Iteration 49Q (1878.110000 sec): 3 clusters
  Score: Raw -16572667.008677 + Penalty 3846.488583 = -16568820.520094
  nChanged 21
		SP:Iteration 50Q (1878.940000 sec): 3 clusters
  Score: Raw -16572667.188923 + Penalty 3846.488583 = -16568820.700340
  nChanged 12
		SP:Iteration 51Q (1879.730000 sec): 3 clusters
  Score: Raw -16572667.290741 + Penalty 3846.488583 = -16568820.802158
  nChanged 5
		SP:Iteration 52Q (1880.520000 sec): 3 clusters
  Score: Raw -16572667.334945 + Penalty 3846.488583 = -16568820.846362
  nChanged 2
		SP:Iteration 53Q (1881.360000 sec): 3 clusters
  Score: Raw -16572667.350029 + Penalty 3846.488583 = -16568820.861447
  nChanged 1
		SP:Iteration 54Q (1882.140000 sec): 3 clusters
  Score: Raw -16572667.353469 + Penalty 3846.488583 = -16568820.864886
  nChanged 0
		SP:Iteration 55F (1882.880000 sec): 3 clusters
  Score: Raw -16572667.353469 + Penalty 3846.488583 = -16568820.864886
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (31571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1883.150000 sec): 2 clusters
  Score: Raw -3569709.154188 + Penalty 1683.499067 = -3568025.655121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1883.410000 sec): 3 clusters
  Score: Raw -3550202.467385 + Penalty 3366.998133 = -3546835.469251
  nChanged 14600
		SP:Iteration 1F (1883.730000 sec): 3 clusters
  Score: Raw -3559089.649205 + Penalty 3366.998133 = -3555722.651071
  nChanged 2107
		SP:Iteration 2F (1884.060000 sec): 3 clusters
  Score: Raw -3560445.929278 + Penalty 3366.998133 = -3557078.931145
  nChanged 2192
		SP:Iteration 3F (1884.390000 sec): 3 clusters
  Score: Raw -3561955.934269 + Penalty 3366.998133 = -3558588.936135
  nChanged 2298
		SP:Iteration 4F (1884.720000 sec): 3 clusters
  Score: Raw -3563592.778502 + Penalty 3366.998133 = -3560225.780369
  nChanged 2220
		SP:Iteration 5F (1885.110000 sec): 3 clusters
  Score: Raw -3565202.209547 + Penalty 3366.998133 = -3561835.211413
  nChanged 2100
		SP:Iteration 6F (1885.420000 sec): 3 clusters
  Score: Raw -3566779.924861 + Penalty 3366.998133 = -3563412.926727
  nChanged 1863
		SP:Iteration 7F (1885.730000 sec): 3 clusters
  Score: Raw -3568306.562506 + Penalty 3366.998133 = -3564939.564372
  nChanged 1561
		SP:Iteration 8Q (1886.090000 sec): 3 clusters
  Score: Raw -3569638.287194 + Penalty 3366.998133 = -3566271.289061
  nChanged 1302
		SP:Iteration 9Q (1886.390000 sec): 3 clusters
  Score: Raw -3570718.501222 + Penalty 3366.998133 = -3567351.503088
  nChanged 1036
		SP:Iteration 10Q (1886.680000 sec): 3 clusters
  Score: Raw -3571472.779296 + Penalty 3366.998133 = -3568105.781162
  nChanged 752
		SP:Iteration 11Q (1887.020000 sec): 3 clusters
  Score: Raw -3571914.963967 + Penalty 3366.998133 = -3568547.965834
  nChanged 503
		SP:Iteration 12Q (1887.350000 sec): 3 clusters
  Score: Raw -3572155.491259 + Penalty 3366.998133 = -3568788.493125
  nChanged 379
		SP:Iteration 13Q (1887.640000 sec): 3 clusters
  Score: Raw -3572316.836084 + Penalty 3366.998133 = -3568949.837951
  nChanged 288
		SP:Iteration 14Q (1888.010000 sec): 3 clusters
  Score: Raw -3572420.665220 + Penalty 3366.998133 = -3569053.667086
  nChanged 195
		SP:Iteration 15Q (1888.320000 sec): 3 clusters
  Score: Raw -3572484.850482 + Penalty 3366.998133 = -3569117.852348
  nChanged 165
		SP:Iteration 16Q (1888.650000 sec): 3 clusters
  Score: Raw -3572544.452014 + Penalty 3366.998133 = -3569177.453881
  nChanged 134
		SP:Iteration 17Q (1888.970000 sec): 3 clusters
  Score: Raw -3572592.101878 + Penalty 3366.998133 = -3569225.103744
  nChanged 123
		SP:Iteration 18Q (1889.350000 sec): 3 clusters
  Score: Raw -3572625.719868 + Penalty 3366.998133 = -3569258.721735
  nChanged 86
		SP:Iteration 19Q (1889.670000 sec): 3 clusters
  Score: Raw -3572644.763448 + Penalty 3366.998133 = -3569277.765314
  nChanged 67
		SP:Iteration 20F (1890.040000 sec): 3 clusters
  Score: Raw -3572671.356065 + Penalty 3366.998133 = -3569304.357932
  nChanged 58
		SP:Iteration 21Q (1890.320000 sec): 3 clusters
  Score: Raw -3572683.487986 + Penalty 3366.998133 = -3569316.489853
  nChanged 49
		SP:Iteration 22Q (1890.650000 sec): 3 clusters
  Score: Raw -3572693.085835 + Penalty 3366.998133 = -3569326.087701
  nChanged 44
		SP:Iteration 23Q (1890.940000 sec): 3 clusters
  Score: Raw -3572700.713528 + Penalty 3366.998133 = -3569333.715395
  nChanged 40
		SP:Iteration 24Q (1891.270000 sec): 3 clusters
  Score: Raw -3572707.846193 + Penalty 3366.998133 = -3569340.848060
  nChanged 30
		SP:Iteration 25Q (1891.600000 sec): 3 clusters
  Score: Raw -3572712.632639 + Penalty 3366.998133 = -3569345.634506
  nChanged 25
		SP:Iteration 26Q (1891.960000 sec): 3 clusters
  Score: Raw -3572716.368587 + Penalty 3366.998133 = -3569349.370453
  nChanged 21
		SP:Iteration 27Q (1892.270000 sec): 3 clusters
  Score: Raw -3572719.656936 + Penalty 3366.998133 = -3569352.658803
  nChanged 24
		SP:Iteration 28Q (1892.610000 sec): 3 clusters
  Score: Raw -3572722.532176 + Penalty 3366.998133 = -3569355.534042
  nChanged 18
		SP:Iteration 29Q (1892.940000 sec): 3 clusters
  Score: Raw -3572724.314452 + Penalty 3366.998133 = -3569357.316319
  nChanged 15
		SP:Iteration 30Q (1893.260000 sec): 3 clusters
  Score: Raw -3572725.661049 + Penalty 3366.998133 = -3569358.662915
  nChanged 8
		SP:Iteration 31Q (1893.580000 sec): 3 clusters
  Score: Raw -3572726.294299 + Penalty 3366.998133 = -3569359.296166
  nChanged 3
		SP:Iteration 32Q (1893.880000 sec): 3 clusters
  Score: Raw -3572726.654810 + Penalty 3366.998133 = -3569359.656676
  nChanged 1
		SP:Iteration 33Q (1894.180000 sec): 3 clusters
  Score: Raw -3572726.730902 + Penalty 3366.998133 = -3569359.732769
  nChanged 0
		SP:Iteration 34F (1894.470000 sec): 3 clusters
  Score: Raw -3572726.730902 + Penalty 3366.998133 = -3569359.732769
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Iteration 20F (1984.590000 sec): 32 clusters
  Score: Raw -223260930.300496 + Penalty 72870.020405 = -223188060.280092
  nChanged 110962
Iteration 21F (2071.780000 sec): 32 clusters
  Score: Raw -223314124.548588 + Penalty 72870.020405 = -223241254.528184
  nChanged 54305
Iteration 22Q (2129.960000 sec): 32 clusters
  Score: Raw -223337876.573364 + Penalty 72870.020405 = -223265006.552959
  nChanged 39326
Iteration 23Q (2190.050000 sec): 32 clusters
  Score: Raw -223351249.304811 + Penalty 72870.020405 = -223278379.284406
  nChanged 31109
Iteration 24Q (2241.680000 sec): 32 clusters
  Score: Raw -223359388.768685 + Penalty 72870.020405 = -223286518.748281
  nChanged 24972
Iteration 25Q (2294.730000 sec): 32 clusters
  Score: Raw -223364752.878556 + Penalty 72870.020405 = -223291882.858151
  nChanged 20602
Iteration 26Q (2351.570000 sec): 32 clusters
  Score: Raw -223368382.169177 + Penalty 72870.020405 = -223295512.148773
  nChanged 16573
Iteration 27Q (2410.140000 sec): 32 clusters
  Score: Raw -223370833.429795 + Penalty 72870.020405 = -223297963.409391
  nChanged 13769
Iteration 28Q (2475.000000 sec): 32 clusters
  Score: Raw -223372605.833662 + Penalty 72870.020405 = -223299735.813257
  nChanged 11598
Iteration 29Q (2528.580000 sec): 32 clusters
  Score: Raw -223373961.163723 + Penalty 72870.020405 = -223301091.143319
  nChanged 9940
Iteration 30Q (2588.630000 sec): 32 clusters
  Score: Raw -223374956.957881 + Penalty 72870.020405 = -223302086.937476
  nChanged 8529
Iteration 31Q (2647.430000 sec): 32 clusters
  Score: Raw -223375747.310624 + Penalty 72870.020405 = -223302877.290220
  nChanged 7494
Iteration 32Q (2700.780000 sec): 32 clusters
  Score: Raw -223376420.245175 + Penalty 72870.020405 = -223303550.224770
  nChanged 6610
Iteration 33Q (2751.790000 sec): 32 clusters
  Score: Raw -223376957.048114 + Penalty 72870.020405 = -223304087.027709
  nChanged 5583
Iteration 34Q (2808.600000 sec): 32 clusters
  Score: Raw -223377382.740644 + Penalty 72870.020405 = -223304512.720239
  nChanged 4953
Iteration 35Q (2870.880000 sec): 32 clusters
  Score: Raw -223377752.507146 + Penalty 72870.020405 = -223304882.486742
  nChanged 4488
Iteration 36Q (2924.820000 sec): 32 clusters
  Score: Raw -223378111.858339 + Penalty 72870.020405 = -223305241.837934
  nChanged 4193
Iteration 37Q (2982.120000 sec): 32 clusters
  Score: Raw -223378479.004754 + Penalty 72870.020405 = -223305608.984349
  nChanged 4008
Iteration 38Q (3037.640000 sec): 32 clusters
  Score: Raw -223378892.911009 + Penalty 72870.020405 = -223306022.890604
  nChanged 3984
Iteration 39Q (3091.750000 sec): 32 clusters
  Score: Raw -223379413.761691 + Penalty 72870.020405 = -223306543.741286
  nChanged 4022
Iteration 40F (3179.210000 sec): 32 clusters
  Score: Raw -223381800.539577 + Penalty 72870.020405 = -223308930.519172
  nChanged 5328
Iteration 41Q (3231.120000 sec): 32 clusters
  Score: Raw -223383642.338102 + Penalty 72870.020405 = -223310772.317698
  nChanged 6269
Iteration 42Q (3293.510000 sec): 32 clusters
  Score: Raw -223385303.350470 + Penalty 72870.020405 = -223312433.330065
  nChanged 6739
Iteration 43Q (3355.080000 sec): 32 clusters
  Score: Raw -223387338.535784 + Penalty 72870.020405 = -223314468.515379
  nChanged 7156
Iteration 44Q (3410.110000 sec): 32 clusters
  Score: Raw -223389875.321091 + Penalty 72870.020405 = -223317005.300686
  nChanged 7229
Iteration 45Q (3467.240000 sec): 32 clusters
  Score: Raw -223392152.577965 + Penalty 72870.020405 = -223319282.557560
  nChanged 6931
Iteration 46Q (3524.730000 sec): 32 clusters
  Score: Raw -223393692.194648 + Penalty 72870.020405 = -223320822.174243
  nChanged 6348
Iteration 47Q (3592.160000 sec): 32 clusters
  Score: Raw -223394760.081237 + Penalty 72870.020405 = -223321890.060833
  nChanged 5748
Iteration 48Q (3646.000000 sec): 32 clusters
  Score: Raw -223395516.761132 + Penalty 72870.020405 = -223322646.740727
  nChanged 5167
Iteration 49Q (3696.960000 sec): 32 clusters
  Score: Raw -223396107.496166 + Penalty 72870.020405 = -223323237.475761
  nChanged 4625
Iteration 50Q (3764.150000 sec): 32 clusters
  Score: Raw -223396601.229149 + Penalty 72870.020405 = -223323731.208744
  nChanged 4291
Iteration 51Q (3826.210000 sec): 32 clusters
  Score: Raw -223397048.360335 + Penalty 72870.020405 = -223324178.339930
  nChanged 3942
Iteration 52Q (3892.100000 sec): 32 clusters
  Score: Raw -223397459.531451 + Penalty 72870.020405 = -223324589.511046
  nChanged 3702
Iteration 53Q (3954.950000 sec): 32 clusters
  Score: Raw -223397868.335649 + Penalty 72870.020405 = -223324998.315245
  nChanged 3532
Iteration 54Q (4021.780000 sec): 32 clusters
  Score: Raw -223398266.640478 + Penalty 72870.020405 = -223325396.620073
  nChanged 3271
Iteration 55Q (4086.850000 sec): 32 clusters
  Score: Raw -223398635.756358 + Penalty 72870.020405 = -223325765.735953
  nChanged 3116
Iteration 56Q (4138.690000 sec): 32 clusters
  Score: Raw -223399012.473900 + Penalty 72870.020405 = -223326142.453496
  nChanged 3086
Iteration 57Q (4190.340000 sec): 32 clusters
  Score: Raw -223399385.992637 + Penalty 72870.020405 = -223326515.972232
  nChanged 2929
Iteration 58Q (4253.800000 sec): 32 clusters
  Score: Raw -223399700.733621 + Penalty 72870.020405 = -223326830.713216
  nChanged 2720
Writing temp clu file 
Because OldScore, -223326515.972232, is greater than current (better) Score,-223326830.713216 
 Compute initial score before splitting:   Score: Raw -223399700.733621 + Penalty 72870.020405 = -223326830.713216
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (16805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4254.480000 sec): 2 clusters
  Score: Raw -1976359.373714 + Penalty 1581.032658 = -1974778.341056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4254.710000 sec): 3 clusters
  Score: Raw -1966414.129593 + Penalty 3162.065316 = -1963252.064278
  nChanged 7480
		SP:Iteration 1F (4255.000000 sec): 3 clusters
  Score: Raw -1970723.412227 + Penalty 3162.065316 = -1967561.346911
  nChanged 1119
		SP:Iteration 2F (4255.230000 sec): 3 clusters
  Score: Raw -1971381.195784 + Penalty 3162.065316 = -1968219.130469
  nChanged 1172
		SP:Iteration 3F (4255.530000 sec): 3 clusters
  Score: Raw -1972207.269059 + Penalty 3162.065316 = -1969045.203744
  nChanged 1300
		SP:Iteration 4F (4255.800000 sec): 3 clusters
  Score: Raw -1973298.408725 + Penalty 3162.065316 = -1970136.343409
  nChanged 1265
		SP:Iteration 5F (4256.090000 sec): 3 clusters
  Score: Raw -1974434.795040 + Penalty 3162.065316 = -1971272.729724
  nChanged 1135
		SP:Iteration 6F (4256.330000 sec): 3 clusters
  Score: Raw -1975504.890424 + Penalty 3162.065316 = -1972342.825108
  nChanged 915
		SP:Iteration 7F (4256.680000 sec): 3 clusters
  Score: Raw -1976298.360330 + Penalty 3162.065316 = -1973136.295015
  nChanged 619
		SP:Iteration 8Q (4256.960000 sec): 3 clusters
  Score: Raw -1976757.850766 + Penalty 3162.065316 = -1973595.785451
  nChanged 422
		SP:Iteration 9Q (4257.230000 sec): 3 clusters
  Score: Raw -1977024.004607 + Penalty 3162.065316 = -1973861.939291
  nChanged 310
		SP:Iteration 10Q (4257.490000 sec): 3 clusters
  Score: Raw -1977157.383935 + Penalty 3162.065316 = -1973995.318620
  nChanged 198
		SP:Iteration 11Q (4257.790000 sec): 3 clusters
  Score: Raw -1977230.790178 + Penalty 3162.065316 = -1974068.724862
  nChanged 143
		SP:Iteration 12Q (4258.040000 sec): 3 clusters
  Score: Raw -1977276.448098 + Penalty 3162.065316 = -1974114.382782
  nChanged 106
		SP:Iteration 13Q (4258.310000 sec): 3 clusters
  Score: Raw -1977309.913277 + Penalty 3162.065316 = -1974147.847962
  nChanged 90
		SP:Iteration 14Q (4258.570000 sec): 3 clusters
  Score: Raw -1977334.767138 + Penalty 3162.065316 = -1974172.701822
  nChanged 75
		SP:Iteration 15Q (4258.830000 sec): 3 clusters
  Score: Raw -1977349.690252 + Penalty 3162.065316 = -1974187.624937
  nChanged 65
		SP:Iteration 16Q (4259.120000 sec): 3 clusters
  Score: Raw -1977359.898154 + Penalty 3162.065316 = -1974197.832838
  nChanged 48
		SP:Iteration 17Q (4259.400000 sec): 3 clusters
  Score: Raw -1977367.391684 + Penalty 3162.065316 = -1974205.326368
  nChanged 42
		SP:Iteration 18Q (4259.690000 sec): 3 clusters
  Score: Raw -1977373.624906 + Penalty 3162.065316 = -1974211.559591
  nChanged 42
		SP:Iteration 19Q (4259.990000 sec): 3 clusters
  Score: Raw -1977379.596098 + Penalty 3162.065316 = -1974217.530782
  nChanged 32
		SP:Iteration 20F (4260.280000 sec): 3 clusters
  Score: Raw -1977383.123930 + Penalty 3162.065316 = -1974221.058615
  nChanged 22
		SP:Iteration 21Q (4260.520000 sec): 3 clusters
  Score: Raw -1977385.890880 + Penalty 3162.065316 = -1974223.825564
  nChanged 23
		SP:Iteration 22Q (4260.750000 sec): 3 clusters
  Score: Raw -1977389.195294 + Penalty 3162.065316 = -1974227.129979
  nChanged 22
		SP:Iteration 23Q (4261.010000 sec): 3 clusters
  Score: Raw -1977392.865846 + Penalty 3162.065316 = -1974230.800530
  nChanged 24
		SP:Iteration 24Q (4261.260000 sec): 3 clusters
  Score: Raw -1977397.094307 + Penalty 3162.065316 = -1974235.028992
  nChanged 32
		SP:Iteration 25Q (4261.520000 sec): 3 clusters
  Score: Raw -1977401.860171 + Penalty 3162.065316 = -1974239.794855
  nChanged 29
		SP:Iteration 26Q (4261.760000 sec): 3 clusters
  Score: Raw -1977405.370474 + Penalty 3162.065316 = -1974243.305159
  nChanged 21
		SP:Iteration 27Q (4262.000000 sec): 3 clusters
  Score: Raw -1977408.051255 + Penalty 3162.065316 = -1974245.985939
  nChanged 19
		SP:Iteration 28Q (4262.260000 sec): 3 clusters
  Score: Raw -1977410.407960 + Penalty 3162.065316 = -1974248.342644
  nChanged 21
		SP:Iteration 29Q (4262.490000 sec): 3 clusters
  Score: Raw -1977413.098652 + Penalty 3162.065316 = -1974251.033336
  nChanged 18
		SP:Iteration 30Q (4262.740000 sec): 3 clusters
  Score: Raw -1977416.410960 + Penalty 3162.065316 = -1974254.345644
  nChanged 17
		SP:Iteration 31Q (4262.960000 sec): 3 clusters
  Score: Raw -1977418.530327 + Penalty 3162.065316 = -1974256.465011
  nChanged 11
		SP:Iteration 32Q (4263.200000 sec): 3 clusters
  Score: Raw -1977420.136091 + Penalty 3162.065316 = -1974258.070776
  nChanged 10
		SP:Iteration 33Q (4263.460000 sec): 3 clusters
  Score: Raw -1977421.098407 + Penalty 3162.065316 = -1974259.033092
  nChanged 8
		SP:Iteration 34Q (4263.670000 sec): 3 clusters
  Score: Raw -1977421.697983 + Penalty 3162.065316 = -1974259.632667
  nChanged 4
		SP:Iteration 35Q (4263.870000 sec): 3 clusters
  Score: Raw -1977422.005896 + Penalty 3162.065316 = -1974259.940580
  nChanged 1
		SP:Iteration 36Q (4264.130000 sec): 3 clusters
  Score: Raw -1977422.061910 + Penalty 3162.065316 = -1974259.996594
  nChanged 1
		SP:Iteration 37Q (4264.370000 sec): 3 clusters
  Score: Raw -1977422.085349 + Penalty 3162.065316 = -1974260.020034
  nChanged 0
		SP:Iteration 38F (4264.620000 sec): 3 clusters
  Score: Raw -1977422.085349 + Penalty 3162.065316 = -1974260.020034
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (366143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4266.300000 sec): 2 clusters
  Score: Raw -44512075.900535 + Penalty 2081.751628 = -44509994.148908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4267.930000 sec): 3 clusters
  Score: Raw -44267049.822806 + Penalty 4163.503255 = -44262886.319551
  nChanged 178854
		SP:Iteration 1F (4269.490000 sec): 3 clusters
  Score: Raw -44372215.874626 + Penalty 4163.503255 = -44368052.371371
  nChanged 8109
		SP:Iteration 2Q (4271.280000 sec): 3 clusters
  Score: Raw -44373440.172170 + Penalty 4163.503255 = -44369276.668915
  nChanged 8674
		SP:Iteration 3Q (4273.130000 sec): 3 clusters
  Score: Raw -44374923.238459 + Penalty 4163.503255 = -44370759.735204
  nChanged 9364
		SP:Iteration 4Q (4274.810000 sec): 3 clusters
  Score: Raw -44376831.177071 + Penalty 4163.503255 = -44372667.673816
  nChanged 10943
		SP:Iteration 5Q (4276.890000 sec): 3 clusters
  Score: Raw -44379500.797599 + Penalty 4163.503255 = -44375337.294344
  nChanged 12729
		SP:Iteration 6Q (4278.690000 sec): 3 clusters
  Score: Raw -44383240.943243 + Penalty 4163.503255 = -44379077.439987
  nChanged 15177
		SP:Iteration 7Q (4280.370000 sec): 3 clusters
  Score: Raw -44388552.081364 + Penalty 4163.503255 = -44384388.578109
  nChanged 17478
		SP:Iteration 8Q (4282.200000 sec): 3 clusters
  Score: Raw -44395536.444483 + Penalty 4163.503255 = -44391372.941228
  nChanged 19411
		SP:Iteration 9F (4284.050000 sec): 3 clusters
  Score: Raw -44404275.556440 + Penalty 4163.503255 = -44400112.053185
  nChanged 20635
		SP:Iteration 10F (4285.860000 sec): 3 clusters
  Score: Raw -44414969.878169 + Penalty 4163.503255 = -44410806.374914
  nChanged 22079
		SP:Iteration 11F (4287.460000 sec): 3 clusters
  Score: Raw -44428469.303634 + Penalty 4163.503255 = -44424305.800379
  nChanged 23575
		SP:Iteration 12F (4289.140000 sec): 3 clusters
  Score: Raw -44445629.786763 + Penalty 4163.503255 = -44441466.283508
  nChanged 23678
		SP:Iteration 13F (4290.920000 sec): 3 clusters
  Score: Raw -44465472.509048 + Penalty 4163.503255 = -44461309.005793
  nChanged 21258
		SP:Iteration 14F (4292.580000 sec): 3 clusters
  Score: Raw -44485013.995555 + Penalty 4163.503255 = -44480850.492300
  nChanged 15108
		SP:Iteration 15Q (4294.330000 sec): 3 clusters
  Score: Raw -44499065.796771 + Penalty 4163.503255 = -44494902.293516
  nChanged 8475
		SP:Iteration 16Q (4295.980000 sec): 3 clusters
  Score: Raw -44506750.767287 + Penalty 4163.503255 = -44502587.264032
  nChanged 3956
		SP:Iteration 17Q (4297.530000 sec): 3 clusters
  Score: Raw -44510152.699351 + Penalty 4163.503255 = -44505989.196096
  nChanged 1559
		SP:Iteration 18Q (4298.920000 sec): 3 clusters
  Score: Raw -44511433.726975 + Penalty 4163.503255 = -44507270.223720
  nChanged 591
		SP:Iteration 19Q (4300.420000 sec): 3 clusters
  Score: Raw -44511901.776314 + Penalty 4163.503255 = -44507738.273059
  nChanged 228
		SP:Iteration 20F (4302.050000 sec): 3 clusters
  Score: Raw -44512102.060923 + Penalty 4163.503255 = -44507938.557668
  nChanged 145
		SP:Iteration 21Q (4303.370000 sec): 3 clusters
  Score: Raw -44512224.494520 + Penalty 4163.503255 = -44508060.991265
  nChanged 74
		SP:Iteration 22Q (4304.940000 sec): 3 clusters
  Score: Raw -44512290.572806 + Penalty 4163.503255 = -44508127.069551
  nChanged 55
		SP:Iteration 23Q (4306.390000 sec): 3 clusters
  Score: Raw -44512339.972376 + Penalty 4163.503255 = -44508176.469121
  nChanged 37
		SP:Iteration 24Q (4307.770000 sec): 3 clusters
  Score: Raw -44512369.579910 + Penalty 4163.503255 = -44508206.076655
  nChanged 30
		SP:Iteration 25Q (4309.270000 sec): 3 clusters
  Score: Raw -44512390.656167 + Penalty 4163.503255 = -44508227.152912
  nChanged 15
		SP:Iteration 26Q (4310.900000 sec): 3 clusters
  Score: Raw -44512402.084313 + Penalty 4163.503255 = -44508238.581058
  nChanged 7
		SP:Iteration 27Q (4312.820000 sec): 3 clusters
  Score: Raw -44512406.905455 + Penalty 4163.503255 = -44508243.402200
  nChanged 9
		SP:Iteration 28Q (4314.360000 sec): 3 clusters
  Score: Raw -44512413.968355 + Penalty 4163.503255 = -44508250.465100
  nChanged 7
		SP:Iteration 29Q (4316.130000 sec): 3 clusters
  Score: Raw -44512418.359309 + Penalty 4163.503255 = -44508254.856054
  nChanged 5
		SP:Iteration 30Q (4317.800000 sec): 3 clusters
  Score: Raw -44512422.083625 + Penalty 4163.503255 = -44508258.580370
  nChanged 4
		SP:Iteration 31Q (4319.370000 sec): 3 clusters
  Score: Raw -44512424.757866 + Penalty 4163.503255 = -44508261.254611
  nChanged 4
		SP:Iteration 32Q (4320.790000 sec): 3 clusters
  Score: Raw -44512426.539484 + Penalty 4163.503255 = -44508263.036229
  nChanged 2
		SP:Iteration 33Q (4322.280000 sec): 3 clusters
  Score: Raw -44512427.758921 + Penalty 4163.503255 = -44508264.255666
  nChanged 1
		SP:Iteration 34Q (4323.740000 sec): 3 clusters
  Score: Raw -44512427.959262 + Penalty 4163.503255 = -44508264.456007
  nChanged 0
		SP:Iteration 35F (4325.360000 sec): 3 clusters
  Score: Raw -44512427.959262 + Penalty 4163.503255 = -44508264.456007
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (14698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4325.640000 sec): 2 clusters
  Score: Raw -1765445.744482 + Penalty 1559.263340 = -1763886.481142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4325.860000 sec): 3 clusters
  Score: Raw -1756900.589133 + Penalty 3118.526680 = -1753782.062452
  nChanged 6447
		SP:Iteration 1F (4326.110000 sec): 3 clusters
  Score: Raw -1760394.627060 + Penalty 3118.526680 = -1757276.100380
  nChanged 827
		SP:Iteration 2F (4326.320000 sec): 3 clusters
  Score: Raw -1760724.325069 + Penalty 3118.526680 = -1757605.798388
  nChanged 738
		SP:Iteration 3F (4326.560000 sec): 3 clusters
  Score: Raw -1761044.452244 + Penalty 3118.526680 = -1757925.925563
  nChanged 764
		SP:Iteration 4F (4326.760000 sec): 3 clusters
  Score: Raw -1761437.799951 + Penalty 3118.526680 = -1758319.273270
  nChanged 818
		SP:Iteration 5F (4327.000000 sec): 3 clusters
  Score: Raw -1761937.103482 + Penalty 3118.526680 = -1758818.576801
  nChanged 912
		SP:Iteration 6F (4327.200000 sec): 3 clusters
  Score: Raw -1762560.784412 + Penalty 3118.526680 = -1759442.257732
  nChanged 952
		SP:Iteration 7F (4327.410000 sec): 3 clusters
  Score: Raw -1763279.782823 + Penalty 3118.526680 = -1760161.256143
  nChanged 874
		SP:Iteration 8F (4327.630000 sec): 3 clusters
  Score: Raw -1763937.146332 + Penalty 3118.526680 = -1760818.619651
  nChanged 654
		SP:Iteration 9Q (4327.860000 sec): 3 clusters
  Score: Raw -1764443.403359 + Penalty 3118.526680 = -1761324.876679
  nChanged 484
		SP:Iteration 10Q (4328.080000 sec): 3 clusters
  Score: Raw -1764837.053659 + Penalty 3118.526680 = -1761718.526978
  nChanged 360
		SP:Iteration 11Q (4328.320000 sec): 3 clusters
  Score: Raw -1765134.119317 + Penalty 3118.526680 = -1762015.592637
  nChanged 290
		SP:Iteration 12Q (4328.540000 sec): 3 clusters
  Score: Raw -1765361.491168 + Penalty 3118.526680 = -1762242.964487
  nChanged 223
		SP:Iteration 13Q (4328.750000 sec): 3 clusters
  Score: Raw -1765507.641542 + Penalty 3118.526680 = -1762389.114861
  nChanged 164
		SP:Iteration 14Q (4328.990000 sec): 3 clusters
  Score: Raw -1765602.208876 + Penalty 3118.526680 = -1762483.682196
  nChanged 114
		SP:Iteration 15Q (4329.180000 sec): 3 clusters
  Score: Raw -1765656.110957 + Penalty 3118.526680 = -1762537.584277
  nChanged 79
		SP:Iteration 16Q (4329.430000 sec): 3 clusters
  Score: Raw -1765690.834571 + Penalty 3118.526680 = -1762572.307890
  nChanged 73
		SP:Iteration 17Q (4329.590000 sec): 3 clusters
  Score: Raw -1765721.359264 + Penalty 3118.526680 = -1762602.832583
  nChanged 59
		SP:Iteration 18Q (4329.780000 sec): 3 clusters
  Score: Raw -1765742.932182 + Penalty 3118.526680 = -1762624.405501
  nChanged 48
		SP:Iteration 19Q (4330.030000 sec): 3 clusters
  Score: Raw -1765758.255435 + Penalty 3118.526680 = -1762639.728755
  nChanged 37
		SP:Iteration 20F (4330.240000 sec): 3 clusters
  Score: Raw -1765768.704318 + Penalty 3118.526680 = -1762650.177638
  nChanged 24
		SP:Iteration 21Q (4330.440000 sec): 3 clusters
  Score: Raw -1765775.088682 + Penalty 3118.526680 = -1762656.562001
  nChanged 21
		SP:Iteration 22Q (4330.660000 sec): 3 clusters
  Score: Raw -1765781.704731 + Penalty 3118.526680 = -1762663.178050
  nChanged 19
		SP:Iteration 23Q (4330.860000 sec): 3 clusters
  Score: Raw -1765787.514055 + Penalty 3118.526680 = -1762668.987375
  nChanged 19
		SP:Iteration 24Q (4331.090000 sec): 3 clusters
  Score: Raw -1765793.197231 + Penalty 3118.526680 = -1762674.670550
  nChanged 18
		SP:Iteration 25Q (4331.340000 sec): 3 clusters
  Score: Raw -1765798.576005 + Penalty 3118.526680 = -1762680.049324
  nChanged 14
		SP:Iteration 26Q (4331.580000 sec): 3 clusters
  Score: Raw -1765802.670950 + Penalty 3118.526680 = -1762684.144270
  nChanged 12
		SP:Iteration 27Q (4331.810000 sec): 3 clusters
  Score: Raw -1765805.791261 + Penalty 3118.526680 = -1762687.264580
  nChanged 13
		SP:Iteration 28Q (4332.010000 sec): 3 clusters
  Score: Raw -1765808.838341 + Penalty 3118.526680 = -1762690.311660
  nChanged 5
		SP:Iteration 29Q (4332.270000 sec): 3 clusters
  Score: Raw -1765809.753025 + Penalty 3118.526680 = -1762691.226344
  nChanged 3
		SP:Iteration 30Q (4332.470000 sec): 3 clusters
  Score: Raw -1765810.658621 + Penalty 3118.526680 = -1762692.131941
  nChanged 3
		SP:Iteration 31Q (4332.680000 sec): 3 clusters
  Score: Raw -1765811.103654 + Penalty 3118.526680 = -1762692.576973
  nChanged 4
		SP:Iteration 32Q (4332.860000 sec): 3 clusters
  Score: Raw -1765811.769700 + Penalty 3118.526680 = -1762693.243020
  nChanged 2
		SP:Iteration 33Q (4333.080000 sec): 3 clusters
  Score: Raw -1765812.508313 + Penalty 3118.526680 = -1762693.981633
  nChanged 0
		SP:Iteration 34F (4333.280000 sec): 3 clusters
  Score: Raw -1765812.508313 + Penalty 3118.526680 = -1762693.981633
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (40255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4333.510000 sec): 2 clusters
  Score: Raw -4560605.039573 + Penalty 1722.985794 = -4558882.053779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4333.860000 sec): 3 clusters
  Score: Raw -4535432.576203 + Penalty 3445.971587 = -4531986.604616
  nChanged 18740
		SP:Iteration 1F (4334.160000 sec): 3 clusters
  Score: Raw -4546764.439139 + Penalty 3445.971587 = -4543318.467552
  nChanged 2389
		SP:Iteration 2F (4334.540000 sec): 3 clusters
  Score: Raw -4548021.815979 + Penalty 3445.971587 = -4544575.844392
  nChanged 2523
		SP:Iteration 3F (4334.900000 sec): 3 clusters
  Score: Raw -4549576.137212 + Penalty 3445.971587 = -4546130.165625
  nChanged 2616
		SP:Iteration 4F (4335.310000 sec): 3 clusters
  Score: Raw -4551199.725202 + Penalty 3445.971587 = -4547753.753615
  nChanged 2586
		SP:Iteration 5F (4335.700000 sec): 3 clusters
  Score: Raw -4552767.484768 + Penalty 3445.971587 = -4549321.513181
  nChanged 2380
		SP:Iteration 6F (4336.030000 sec): 3 clusters
  Score: Raw -4554070.320983 + Penalty 3445.971587 = -4550624.349396
  nChanged 1943
		SP:Iteration 7Q (4336.390000 sec): 3 clusters
  Score: Raw -4555107.304296 + Penalty 3445.971587 = -4551661.332709
  nChanged 1661
		SP:Iteration 8Q (4336.750000 sec): 3 clusters
  Score: Raw -4555996.984888 + Penalty 3445.971587 = -4552551.013301
  nChanged 1386
		SP:Iteration 9Q (4337.120000 sec): 3 clusters
  Score: Raw -4556714.514279 + Penalty 3445.971587 = -4553268.542692
  nChanged 1197
		SP:Iteration 10Q (4337.470000 sec): 3 clusters
  Score: Raw -4557290.783652 + Penalty 3445.971587 = -4553844.812065
  nChanged 1052
		SP:Iteration 11Q (4337.810000 sec): 3 clusters
  Score: Raw -4557748.681804 + Penalty 3445.971587 = -4554302.710217
  nChanged 888
		SP:Iteration 12Q (4338.170000 sec): 3 clusters
  Score: Raw -4558098.599458 + Penalty 3445.971587 = -4554652.627871
  nChanged 755
		SP:Iteration 13Q (4338.510000 sec): 3 clusters
  Score: Raw -4558383.188404 + Penalty 3445.971587 = -4554937.216817
  nChanged 681
		SP:Iteration 14Q (4338.820000 sec): 3 clusters
  Score: Raw -4558616.510041 + Penalty 3445.971587 = -4555170.538454
  nChanged 637
		SP:Iteration 15Q (4339.170000 sec): 3 clusters
  Score: Raw -4558810.558540 + Penalty 3445.971587 = -4555364.586953
  nChanged 547
		SP:Iteration 16Q (4339.530000 sec): 3 clusters
  Score: Raw -4558957.860585 + Penalty 3445.971587 = -4555511.888998
  nChanged 483
		SP:Iteration 17Q (4339.890000 sec): 3 clusters
  Score: Raw -4559095.803908 + Penalty 3445.971587 = -4555649.832321
  nChanged 478
		SP:Iteration 18Q (4340.280000 sec): 3 clusters
  Score: Raw -4559232.355579 + Penalty 3445.971587 = -4555786.383991
  nChanged 429
		SP:Iteration 19Q (4340.630000 sec): 3 clusters
  Score: Raw -4559349.516865 + Penalty 3445.971587 = -4555903.545278
  nChanged 404
		SP:Iteration 20F (4340.970000 sec): 3 clusters
  Score: Raw -4559445.898715 + Penalty 3445.971587 = -4555999.927128
  nChanged 370
		SP:Iteration 21Q (4341.360000 sec): 3 clusters
  Score: Raw -4559544.199405 + Penalty 3445.971587 = -4556098.227818
  nChanged 378
		SP:Iteration 22Q (4341.670000 sec): 3 clusters
  Score: Raw -4559640.485526 + Penalty 3445.971587 = -4556194.513939
  nChanged 365
		SP:Iteration 23Q (4341.970000 sec): 3 clusters
  Score: Raw -4559725.932499 + Penalty 3445.971587 = -4556279.960912
  nChanged 323
		SP:Iteration 24Q (4342.330000 sec): 3 clusters
  Score: Raw -4559792.025048 + Penalty 3445.971587 = -4556346.053461
  nChanged 284
		SP:Iteration 25Q (4342.670000 sec): 3 clusters
  Score: Raw -4559841.104861 + Penalty 3445.971587 = -4556395.133274
  nChanged 271
		SP:Iteration 26Q (4343.050000 sec): 3 clusters
  Score: Raw -4559893.364262 + Penalty 3445.971587 = -4556447.392675
  nChanged 249
		SP:Iteration 27Q (4343.370000 sec): 3 clusters
  Score: Raw -4559943.005276 + Penalty 3445.971587 = -4556497.033689
  nChanged 246
		SP:Iteration 28Q (4343.750000 sec): 3 clusters
  Score: Raw -4559994.095938 + Penalty 3445.971587 = -4556548.124351
  nChanged 224
		SP:Iteration 29Q (4344.070000 sec): 3 clusters
  Score: Raw -4560030.675826 + Penalty 3445.971587 = -4556584.704239
  nChanged 198
		SP:Iteration 30Q (4344.430000 sec): 3 clusters
  Score: Raw -4560060.863776 + Penalty 3445.971587 = -4556614.892189
  nChanged 179
		SP:Iteration 31Q (4344.750000 sec): 3 clusters
  Score: Raw -4560087.009022 + Penalty 3445.971587 = -4556641.037435
  nChanged 172
		SP:Iteration 32Q (4345.110000 sec): 3 clusters
  Score: Raw -4560111.702580 + Penalty 3445.971587 = -4556665.730993
  nChanged 182
		SP:Iteration 33Q (4345.510000 sec): 3 clusters
  Score: Raw -4560137.275742 + Penalty 3445.971587 = -4556691.304155
  nChanged 178
		SP:Iteration 34Q (4345.890000 sec): 3 clusters
  Score: Raw -4560164.502482 + Penalty 3445.971587 = -4556718.530895
  nChanged 179
		SP:Iteration 35Q (4346.310000 sec): 3 clusters
  Score: Raw -4560192.064455 + Penalty 3445.971587 = -4556746.092868
  nChanged 177
		SP:Iteration 36Q (4346.660000 sec): 3 clusters
  Score: Raw -4560218.626210 + Penalty 3445.971587 = -4556772.654622
  nChanged 149
		SP:Iteration 37Q (4346.940000 sec): 3 clusters
  Score: Raw -4560239.371771 + Penalty 3445.971587 = -4556793.400184
  nChanged 158
		SP:Iteration 38Q (4347.320000 sec): 3 clusters
  Score: Raw -4560261.484265 + Penalty 3445.971587 = -4556815.512678
  nChanged 148
		SP:Iteration 39Q (4347.650000 sec): 3 clusters
  Score: Raw -4560286.457595 + Penalty 3445.971587 = -4556840.486008
  nChanged 172
		SP:Iteration 40F (4348.030000 sec): 3 clusters
  Score: Raw -4560317.004481 + Penalty 3445.971587 = -4556871.032893
  nChanged 183
		SP:Iteration 41Q (4348.350000 sec): 3 clusters
  Score: Raw -4560349.001457 + Penalty 3445.971587 = -4556903.029870
  nChanged 202
		SP:Iteration 42Q (4348.680000 sec): 3 clusters
  Score: Raw -4560384.706594 + Penalty 3445.971587 = -4556938.735007
  nChanged 196
		SP:Iteration 43Q (4349.030000 sec): 3 clusters
  Score: Raw -4560418.563510 + Penalty 3445.971587 = -4556972.591923
  nChanged 198
		SP:Iteration 44Q (4349.360000 sec): 3 clusters
  Score: Raw -4560454.554289 + Penalty 3445.971587 = -4557008.582702
  nChanged 181
		SP:Iteration 45Q (4349.670000 sec): 3 clusters
  Score: Raw -4560489.915939 + Penalty 3445.971587 = -4557043.944352
  nChanged 178
		SP:Iteration 46Q (4350.010000 sec): 3 clusters
  Score: Raw -4560530.653168 + Penalty 3445.971587 = -4557084.681581
  nChanged 170
		SP:Iteration 47Q (4350.350000 sec): 3 clusters
  Score: Raw -4560567.860755 + Penalty 3445.971587 = -4557121.889168
  nChanged 200
		SP:Iteration 48Q (4350.750000 sec): 3 clusters
  Score: Raw -4560617.779335 + Penalty 3445.971587 = -4557171.807748
  nChanged 202
		SP:Iteration 49Q (4351.110000 sec): 3 clusters
  Score: Raw -4560666.827660 + Penalty 3445.971587 = -4557220.856073
  nChanged 208
		SP:Iteration 50Q (4351.490000 sec): 3 clusters
  Score: Raw -4560720.540418 + Penalty 3445.971587 = -4557274.568831
  nChanged 219
		SP:Iteration 51Q (4351.830000 sec): 3 clusters
  Score: Raw -4560775.166122 + Penalty 3445.971587 = -4557329.194535
  nChanged 212
		SP:Iteration 52Q (4352.130000 sec): 3 clusters
  Score: Raw -4560823.686096 + Penalty 3445.971587 = -4557377.714509
  nChanged 187
		SP:Iteration 53Q (4352.530000 sec): 3 clusters
  Score: Raw -4560861.883392 + Penalty 3445.971587 = -4557415.911805
  nChanged 183
		SP:Iteration 54Q (4352.900000 sec): 3 clusters
  Score: Raw -4560899.689981 + Penalty 3445.971587 = -4557453.718394
  nChanged 149
		SP:Iteration 55Q (4353.270000 sec): 3 clusters
  Score: Raw -4560932.958288 + Penalty 3445.971587 = -4557486.986701
  nChanged 148
		SP:Iteration 56Q (4353.610000 sec): 3 clusters
  Score: Raw -4560965.010553 + Penalty 3445.971587 = -4557519.038966
  nChanged 157
		SP:Iteration 57Q (4353.970000 sec): 3 clusters
  Score: Raw -4561007.184366 + Penalty 3445.971587 = -4557561.212779
  nChanged 146
		SP:Iteration 58Q (4354.340000 sec): 3 clusters
  Score: Raw -4561052.547582 + Penalty 3445.971587 = -4557606.575995
  nChanged 142
		SP:Iteration 59Q (4354.670000 sec): 3 clusters
  Score: Raw -4561113.649376 + Penalty 3445.971587 = -4557667.677788
  nChanged 178
		SP:Iteration 60F (4355.040000 sec): 3 clusters
  Score: Raw -4561186.234919 + Penalty 3445.971587 = -4557740.263332
  nChanged 165
		SP:Iteration 61Q (4355.480000 sec): 3 clusters
  Score: Raw -4561265.612851 + Penalty 3445.971587 = -4557819.641264
  nChanged 180
		SP:Iteration 62Q (4355.820000 sec): 3 clusters
  Score: Raw -4561356.785450 + Penalty 3445.971587 = -4557910.813862
  nChanged 178
		SP:Iteration 63Q (4356.180000 sec): 3 clusters
  Score: Raw -4561446.639899 + Penalty 3445.971587 = -4558000.668312
  nChanged 179
		SP:Iteration 64Q (4356.540000 sec): 3 clusters
  Score: Raw -4561527.759392 + Penalty 3445.971587 = -4558081.787805
  nChanged 156
		SP:Iteration 65Q (4356.870000 sec): 3 clusters
  Score: Raw -4561573.900374 + Penalty 3445.971587 = -4558127.928787
  nChanged 118
		SP:Iteration 66Q (4357.220000 sec): 3 clusters
  Score: Raw -4561605.319867 + Penalty 3445.971587 = -4558159.348280
  nChanged 107
		SP:Iteration 67Q (4357.530000 sec): 3 clusters
  Score: Raw -4561632.320479 + Penalty 3445.971587 = -4558186.348892
  nChanged 91
		SP:Iteration 68Q (4357.890000 sec): 3 clusters
  Score: Raw -4561653.424504 + Penalty 3445.971587 = -4558207.452917
  nChanged 84
		SP:Iteration 69Q (4358.220000 sec): 3 clusters
  Score: Raw -4561670.050413 + Penalty 3445.971587 = -4558224.078825
  nChanged 71
		SP:Iteration 70Q (4358.600000 sec): 3 clusters
  Score: Raw -4561680.990216 + Penalty 3445.971587 = -4558235.018629
  nChanged 54
		SP:Iteration 71Q (4358.980000 sec): 3 clusters
  Score: Raw -4561687.988987 + Penalty 3445.971587 = -4558242.017400
  nChanged 34
		SP:Iteration 72Q (4359.420000 sec): 3 clusters
  Score: Raw -4561692.411170 + Penalty 3445.971587 = -4558246.439583
  nChanged 27
		SP:Iteration 73Q (4359.790000 sec): 3 clusters
  Score: Raw -4561696.189296 + Penalty 3445.971587 = -4558250.217709
  nChanged 25
		SP:Iteration 74Q (4360.090000 sec): 3 clusters
  Score: Raw -4561699.099771 + Penalty 3445.971587 = -4558253.128184
  nChanged 34
		SP:Iteration 75Q (4360.400000 sec): 3 clusters
  Score: Raw -4561702.247176 + Penalty 3445.971587 = -4558256.275589
  nChanged 23
		SP:Iteration 76Q (4360.800000 sec): 3 clusters
  Score: Raw -4561704.301493 + Penalty 3445.971587 = -4558258.329906
  nChanged 15
		SP:Iteration 77Q (4361.170000 sec): 3 clusters
  Score: Raw -4561705.585862 + Penalty 3445.971587 = -4558259.614275
  nChanged 12
		SP:Iteration 78Q (4361.540000 sec): 3 clusters
  Score: Raw -4561706.553841 + Penalty 3445.971587 = -4558260.582253
  nChanged 11
		SP:Iteration 79Q (4361.970000 sec): 3 clusters
  Score: Raw -4561707.328420 + Penalty 3445.971587 = -4558261.356833
  nChanged 6
		SP:Iteration 80F (4362.360000 sec): 3 clusters
  Score: Raw -4561707.702086 + Penalty 3445.971587 = -4558261.730499
  nChanged 4
		SP:Iteration 81Q (4362.710000 sec): 3 clusters
  Score: Raw -4561708.003142 + Penalty 3445.971587 = -4558262.031555
  nChanged 3
		SP:Iteration 82Q (4363.020000 sec): 3 clusters
  Score: Raw -4561708.150234 + Penalty 3445.971587 = -4558262.178647
  nChanged 3
		SP:Iteration 83Q (4363.450000 sec): 3 clusters
  Score: Raw -4561708.497781 + Penalty 3445.971587 = -4558262.526194
  nChanged 10
		SP:Iteration 84Q (4363.820000 sec): 3 clusters
  Score: Raw -4561709.513641 + Penalty 3445.971587 = -4558263.542054
  nChanged 9
		SP:Iteration 85Q (4364.170000 sec): 3 clusters
  Score: Raw -4561710.660884 + Penalty 3445.971587 = -4558264.689297
  nChanged 12
		SP:Iteration 86Q (4364.510000 sec): 3 clusters
  Score: Raw -4561712.184551 + Penalty 3445.971587 = -4558266.212964
  nChanged 16
		SP:Iteration 87Q (4364.850000 sec): 3 clusters
  Score: Raw -4561714.029528 + Penalty 3445.971587 = -4558268.057941
  nChanged 20
		SP:Iteration 88Q (4365.240000 sec): 3 clusters
  Score: Raw -4561715.971952 + Penalty 3445.971587 = -4558270.000365
  nChanged 18
		SP:Iteration 89Q (4365.620000 sec): 3 clusters
  Score: Raw -4561718.274459 + Penalty 3445.971587 = -4558272.302872
  nChanged 16
		SP:Iteration 90Q (4366.030000 sec): 3 clusters
  Score: Raw -4561719.975266 + Penalty 3445.971587 = -4558274.003679
  nChanged 18
		SP:Iteration 91Q (4366.390000 sec): 3 clusters
  Score: Raw -4561721.880111 + Penalty 3445.971587 = -4558275.908523
  nChanged 13
		SP:Iteration 92Q (4366.720000 sec): 3 clusters
  Score: Raw -4561723.299841 + Penalty 3445.971587 = -4558277.328254
  nChanged 13
		SP:Iteration 93Q (4367.090000 sec): 3 clusters
  Score: Raw -4561724.552309 + Penalty 3445.971587 = -4558278.580722
  nChanged 8
		SP:Iteration 94Q (4367.500000 sec): 3 clusters
  Score: Raw -4561725.131245 + Penalty 3445.971587 = -4558279.159658
  nChanged 7
		SP:Iteration 95Q (4367.880000 sec): 3 clusters
  Score: Raw -4561725.733558 + Penalty 3445.971587 = -4558279.761971
  nChanged 14
		SP:Iteration 96Q (4368.230000 sec): 3 clusters
  Score: Raw -4561727.177188 + Penalty 3445.971587 = -4558281.205601
  nChanged 17
		SP:Iteration 97Q (4368.580000 sec): 3 clusters
  Score: Raw -4561729.198267 + Penalty 3445.971587 = -4558283.226680
  nChanged 15
		SP:Iteration 98Q (4368.910000 sec): 3 clusters
  Score: Raw -4561730.892050 + Penalty 3445.971587 = -4558284.920463
  nChanged 15
		SP:Iteration 99Q (4369.270000 sec): 3 clusters
  Score: Raw -4561732.422233 + Penalty 3445.971587 = -4558286.450646
  nChanged 12
		SP:Iteration 100F (4369.660000 sec): 3 clusters
  Score: Raw -4561733.763706 + Penalty 3445.971587 = -4558287.792118
  nChanged 6
		SP:Iteration 101Q (4370.020000 sec): 3 clusters
  Score: Raw -4561734.290126 + Penalty 3445.971587 = -4558288.318539
  nChanged 8
		SP:Iteration 102Q (4370.430000 sec): 3 clusters
  Score: Raw -4561734.992788 + Penalty 3445.971587 = -4558289.021201
  nChanged 7
		SP:Iteration 103Q (4370.790000 sec): 3 clusters
  Score: Raw -4561735.511522 + Penalty 3445.971587 = -4558289.539935
  nChanged 8
		SP:Iteration 104Q (4371.210000 sec): 3 clusters
  Score: Raw -4561736.173636 + Penalty 3445.971587 = -4558290.202049
  nChanged 5
		SP:Iteration 105Q (4371.570000 sec): 3 clusters
  Score: Raw -4561736.520685 + Penalty 3445.971587 = -4558290.549098
  nChanged 3
		SP:Iteration 106Q (4371.890000 sec): 3 clusters
  Score: Raw -4561736.772930 + Penalty 3445.971587 = -4558290.801343
  nChanged 6
		SP:Iteration 107Q (4372.250000 sec): 3 clusters
  Score: Raw -4561737.775381 + Penalty 3445.971587 = -4558291.803794
  nChanged 6
		SP:Iteration 108Q (4372.540000 sec): 3 clusters
  Score: Raw -4561738.221113 + Penalty 3445.971587 = -4558292.249526
  nChanged 6
		SP:Iteration 109Q (4372.880000 sec): 3 clusters
  Score: Raw -4561738.767707 + Penalty 3445.971587 = -4558292.796120
  nChanged 2
		SP:Iteration 110Q (4373.280000 sec): 3 clusters
  Score: Raw -4561738.861964 + Penalty 3445.971587 = -4558292.890377
  nChanged 2
		SP:Iteration 111Q (4373.630000 sec): 3 clusters
  Score: Raw -4561738.998115 + Penalty 3445.971587 = -4558293.026528
  nChanged 0
		SP:Iteration 112F (4374.040000 sec): 3 clusters
  Score: Raw -4561738.998115 + Penalty 3445.971587 = -4558293.026528
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (20929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4374.200000 sec): 2 clusters
  Score: Raw -2373643.796217 + Penalty 1616.694793 = -2372027.101424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4374.430000 sec): 3 clusters
  Score: Raw -2360972.053231 + Penalty 3233.389587 = -2357738.663644
  nChanged 9444
		SP:Iteration 1F (4374.760000 sec): 3 clusters
  Score: Raw -2366605.340956 + Penalty 3233.389587 = -2363371.951369
  nChanged 1298
		SP:Iteration 2F (4375.000000 sec): 3 clusters
  Score: Raw -2367371.654735 + Penalty 3233.389587 = -2364138.265148
  nChanged 1374
		SP:Iteration 3F (4375.310000 sec): 3 clusters
  Score: Raw -2368317.578366 + Penalty 3233.389587 = -2365084.188780
  nChanged 1562
		SP:Iteration 4F (4375.560000 sec): 3 clusters
  Score: Raw -2369617.641849 + Penalty 3233.389587 = -2366384.252263
  nChanged 1589
		SP:Iteration 5F (4375.810000 sec): 3 clusters
  Score: Raw -2371012.473565 + Penalty 3233.389587 = -2367779.083978
  nChanged 1419
		SP:Iteration 6F (4376.070000 sec): 3 clusters
  Score: Raw -2372354.798556 + Penalty 3233.389587 = -2369121.408970
  nChanged 1107
		SP:Iteration 7F (4376.320000 sec): 3 clusters
  Score: Raw -2373357.591863 + Penalty 3233.389587 = -2370124.202277
  nChanged 768
		SP:Iteration 8Q (4376.580000 sec): 3 clusters
  Score: Raw -2373965.183008 + Penalty 3233.389587 = -2370731.793421
  nChanged 517
		SP:Iteration 9Q (4376.830000 sec): 3 clusters
  Score: Raw -2374308.394805 + Penalty 3233.389587 = -2371075.005218
  nChanged 348
		SP:Iteration 10Q (4377.130000 sec): 3 clusters
  Score: Raw -2374508.099921 + Penalty 3233.389587 = -2371274.710334
  nChanged 252
		SP:Iteration 11Q (4377.350000 sec): 3 clusters
  Score: Raw -2374647.224649 + Penalty 3233.389587 = -2371413.835063
  nChanged 214
		SP:Iteration 12Q (4377.640000 sec): 3 clusters
  Score: Raw -2374739.536083 + Penalty 3233.389587 = -2371506.146497
  nChanged 160
		SP:Iteration 13Q (4377.930000 sec): 3 clusters
  Score: Raw -2374805.347738 + Penalty 3233.389587 = -2371571.958151
  nChanged 117
		SP:Iteration 14Q (4378.110000 sec): 3 clusters
  Score: Raw -2374852.222332 + Penalty 3233.389587 = -2371618.832745
  nChanged 104
		SP:Iteration 15Q (4378.370000 sec): 3 clusters
  Score: Raw -2374895.874839 + Penalty 3233.389587 = -2371662.485252
  nChanged 90
		SP:Iteration 16Q (4378.630000 sec): 3 clusters
  Score: Raw -2374941.475471 + Penalty 3233.389587 = -2371708.085885
  nChanged 83
		SP:Iteration 17Q (4378.910000 sec): 3 clusters
  Score: Raw -2374987.698640 + Penalty 3233.389587 = -2371754.309053
  nChanged 77
		SP:Iteration 18Q (4379.130000 sec): 3 clusters
  Score: Raw -2375033.594185 + Penalty 3233.389587 = -2371800.204598
  nChanged 77
		SP:Iteration 19Q (4379.390000 sec): 3 clusters
  Score: Raw -2375084.267598 + Penalty 3233.389587 = -2371850.878011
  nChanged 68
		SP:Iteration 20F (4379.730000 sec): 3 clusters
  Score: Raw -2375115.383246 + Penalty 3233.389587 = -2371881.993659
  nChanged 54
		SP:Iteration 21Q (4379.970000 sec): 3 clusters
  Score: Raw -2375135.751505 + Penalty 3233.389587 = -2371902.361918
  nChanged 48
		SP:Iteration 22Q (4380.240000 sec): 3 clusters
  Score: Raw -2375150.457695 + Penalty 3233.389587 = -2371917.068108
  nChanged 45
		SP:Iteration 23Q (4380.530000 sec): 3 clusters
  Score: Raw -2375163.125509 + Penalty 3233.389587 = -2371929.735923
  nChanged 34
		SP:Iteration 24Q (4380.720000 sec): 3 clusters
  Score: Raw -2375173.635380 + Penalty 3233.389587 = -2371940.245793
  nChanged 28
		SP:Iteration 25Q (4381.010000 sec): 3 clusters
  Score: Raw -2375179.758587 + Penalty 3233.389587 = -2371946.369000
  nChanged 25
		SP:Iteration 26Q (4381.240000 sec): 3 clusters
  Score: Raw -2375185.466695 + Penalty 3233.389587 = -2371952.077109
  nChanged 20
		SP:Iteration 27Q (4381.470000 sec): 3 clusters
  Score: Raw -2375189.782223 + Penalty 3233.389587 = -2371956.392636
  nChanged 12
		SP:Iteration 28Q (4381.730000 sec): 3 clusters
  Score: Raw -2375192.366801 + Penalty 3233.389587 = -2371958.977214
  nChanged 9
		SP:Iteration 29Q (4382.020000 sec): 3 clusters
  Score: Raw -2375193.618670 + Penalty 3233.389587 = -2371960.229084
  nChanged 4
		SP:Iteration 30Q (4382.300000 sec): 3 clusters
  Score: Raw -2375194.280608 + Penalty 3233.389587 = -2371960.891021
  nChanged 1
		SP:Iteration 31Q (4382.550000 sec): 3 clusters
  Score: Raw -2375194.328502 + Penalty 3233.389587 = -2371960.938915
  nChanged 1
		SP:Iteration 32Q (4382.790000 sec): 3 clusters
  Score: Raw -2375194.370911 + Penalty 3233.389587 = -2371960.981324
  nChanged 0
		SP:Iteration 33F (4383.060000 sec): 3 clusters
  Score: Raw -2375194.370911 + Penalty 3233.389587 = -2371960.981324
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (94731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4383.540000 sec): 2 clusters
  Score: Raw -10975913.205362 + Penalty 1862.054443 = -10974051.150919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4384.250000 sec): 3 clusters
  Score: Raw -10914615.591593 + Penalty 3724.108887 = -10910891.482706
  nChanged 45316
		SP:Iteration 1F (4385.020000 sec): 3 clusters
  Score: Raw -10942219.007104 + Penalty 3724.108887 = -10938494.898217
  nChanged 4863
		SP:Iteration 2F (4385.640000 sec): 3 clusters
  Score: Raw -10944495.362675 + Penalty 3724.108887 = -10940771.253789
  nChanged 5959
		SP:Iteration 3F (4386.300000 sec): 3 clusters
  Score: Raw -10947945.035275 + Penalty 3724.108887 = -10944220.926388
  nChanged 6639
		SP:Iteration 4F (4387.010000 sec): 3 clusters
  Score: Raw -10952447.758993 + Penalty 3724.108887 = -10948723.650106
  nChanged 6787
		SP:Iteration 5F (4387.600000 sec): 3 clusters
  Score: Raw -10957466.342088 + Penalty 3724.108887 = -10953742.233201
  nChanged 6224
		SP:Iteration 6F (4388.210000 sec): 3 clusters
  Score: Raw -10961954.366224 + Penalty 3724.108887 = -10958230.257337
  nChanged 5021
		SP:Iteration 7F (4388.820000 sec): 3 clusters
  Score: Raw -10965145.364222 + Penalty 3724.108887 = -10961421.255335
  nChanged 3615
		SP:Iteration 8Q (4389.400000 sec): 3 clusters
  Score: Raw -10967176.025728 + Penalty 3724.108887 = -10963451.916841
  nChanged 2665
		SP:Iteration 9Q (4390.160000 sec): 3 clusters
  Score: Raw -10968401.546916 + Penalty 3724.108887 = -10964677.438029
  nChanged 1905
		SP:Iteration 10Q (4390.790000 sec): 3 clusters
  Score: Raw -10969154.638648 + Penalty 3724.108887 = -10965430.529761
  nChanged 1535
		SP:Iteration 11Q (4391.360000 sec): 3 clusters
  Score: Raw -10969745.575300 + Penalty 3724.108887 = -10966021.466413
  nChanged 1361
		SP:Iteration 12Q (4392.140000 sec): 3 clusters
  Score: Raw -10970251.077827 + Penalty 3724.108887 = -10966526.968940
  nChanged 1279
		SP:Iteration 13Q (4392.840000 sec): 3 clusters
  Score: Raw -10970742.018192 + Penalty 3724.108887 = -10967017.909305
  nChanged 1203
		SP:Iteration 14Q (4393.520000 sec): 3 clusters
  Score: Raw -10971192.861468 + Penalty 3724.108887 = -10967468.752581
  nChanged 1148
		SP:Iteration 15Q (4394.280000 sec): 3 clusters
  Score: Raw -10971635.378391 + Penalty 3724.108887 = -10967911.269504
  nChanged 1113
		SP:Iteration 16Q (4394.890000 sec): 3 clusters
  Score: Raw -10972061.728586 + Penalty 3724.108887 = -10968337.619699
  nChanged 1086
		SP:Iteration 17Q (4395.550000 sec): 3 clusters
  Score: Raw -10972505.474765 + Penalty 3724.108887 = -10968781.365878
  nChanged 1058
		SP:Iteration 18Q (4396.200000 sec): 3 clusters
  Score: Raw -10972940.680355 + Penalty 3724.108887 = -10969216.571468
  nChanged 1030
		SP:Iteration 19Q (4396.730000 sec): 3 clusters
  Score: Raw -10973344.109255 + Penalty 3724.108887 = -10969620.000368
  nChanged 944
		SP:Iteration 20F (4397.550000 sec): 3 clusters
  Score: Raw -10973693.213314 + Penalty 3724.108887 = -10969969.104427
  nChanged 860
		SP:Iteration 21Q (4398.290000 sec): 3 clusters
  Score: Raw -10973986.529156 + Penalty 3724.108887 = -10970262.420269
  nChanged 817
		SP:Iteration 22Q (4398.910000 sec): 3 clusters
  Score: Raw -10974265.335932 + Penalty 3724.108887 = -10970541.227045
  nChanged 758
		SP:Iteration 23Q (4399.540000 sec): 3 clusters
  Score: Raw -10974494.239834 + Penalty 3724.108887 = -10970770.130947
  nChanged 702
		SP:Iteration 24Q (4400.120000 sec): 3 clusters
  Score: Raw -10974672.771188 + Penalty 3724.108887 = -10970948.662301
  nChanged 563
		SP:Iteration 25Q (4400.670000 sec): 3 clusters
  Score: Raw -10974796.414589 + Penalty 3724.108887 = -10971072.305702
  nChanged 477
		SP:Iteration 26Q (4401.320000 sec): 3 clusters
  Score: Raw -10974899.726665 + Penalty 3724.108887 = -10971175.617778
  nChanged 465
		SP:Iteration 27Q (4401.900000 sec): 3 clusters
  Score: Raw -10974995.194809 + Penalty 3724.108887 = -10971271.085922
  nChanged 419
		SP:Iteration 28Q (4402.460000 sec): 3 clusters
  Score: Raw -10975080.422931 + Penalty 3724.108887 = -10971356.314045
  nChanged 421
		SP:Iteration 29Q (4403.120000 sec): 3 clusters
  Score: Raw -10975165.232270 + Penalty 3724.108887 = -10971441.123383
  nChanged 398
		SP:Iteration 30Q (4403.730000 sec): 3 clusters
  Score: Raw -10975247.307899 + Penalty 3724.108887 = -10971523.199012
  nChanged 390
		SP:Iteration 31Q (4404.420000 sec): 3 clusters
  Score: Raw -10975327.019035 + Penalty 3724.108887 = -10971602.910148
  nChanged 390
		SP:Iteration 32Q (4405.180000 sec): 3 clusters
  Score: Raw -10975414.677278 + Penalty 3724.108887 = -10971690.568391
  nChanged 428
		SP:Iteration 33Q (4405.750000 sec): 3 clusters
  Score: Raw -10975512.821215 + Penalty 3724.108887 = -10971788.712328
  nChanged 376
		SP:Iteration 34Q (4406.540000 sec): 3 clusters
  Score: Raw -10975595.175188 + Penalty 3724.108887 = -10971871.066301
  nChanged 396
		SP:Iteration 35Q (4407.320000 sec): 3 clusters
  Score: Raw -10975681.796045 + Penalty 3724.108887 = -10971957.687158
  nChanged 352
		SP:Iteration 36Q (4407.870000 sec): 3 clusters
  Score: Raw -10975760.041876 + Penalty 3724.108887 = -10972035.932989
  nChanged 341
		SP:Iteration 37Q (4408.580000 sec): 3 clusters
  Score: Raw -10975838.680306 + Penalty 3724.108887 = -10972114.571419
  nChanged 326
		SP:Iteration 38Q (4409.130000 sec): 3 clusters
  Score: Raw -10975915.210503 + Penalty 3724.108887 = -10972191.101616
  nChanged 328
		SP:Iteration 39Q (4409.700000 sec): 3 clusters
  Score: Raw -10975993.061648 + Penalty 3724.108887 = -10972268.952761
  nChanged 331
		SP:Iteration 40F (4410.320000 sec): 3 clusters
  Score: Raw -10976076.040187 + Penalty 3724.108887 = -10972351.931300
  nChanged 343
		SP:Iteration 41Q (4411.080000 sec): 3 clusters
  Score: Raw -10976168.315542 + Penalty 3724.108887 = -10972444.206655
  nChanged 340
		SP:Iteration 42Q (4411.690000 sec): 3 clusters
  Score: Raw -10976258.319505 + Penalty 3724.108887 = -10972534.210618
  nChanged 295
		SP:Iteration 43Q (4412.380000 sec): 3 clusters
  Score: Raw -10976338.172092 + Penalty 3724.108887 = -10972614.063205
  nChanged 310
		SP:Iteration 44Q (4412.940000 sec): 3 clusters
  Score: Raw -10976426.223155 + Penalty 3724.108887 = -10972702.114268
  nChanged 320
		SP:Iteration 45Q (4413.530000 sec): 3 clusters
  Score: Raw -10976525.613328 + Penalty 3724.108887 = -10972801.504441
  nChanged 326
		SP:Iteration 46Q (4414.320000 sec): 3 clusters
  Score: Raw -10976621.979329 + Penalty 3724.108887 = -10972897.870442
  nChanged 293
		SP:Iteration 47Q (4414.970000 sec): 3 clusters
  Score: Raw -10976710.679988 + Penalty 3724.108887 = -10972986.571101
  nChanged 268
		SP:Iteration 48Q (4415.620000 sec): 3 clusters
  Score: Raw -10976782.276586 + Penalty 3724.108887 = -10973058.167699
  nChanged 222
		SP:Iteration 49Q (4416.290000 sec): 3 clusters
  Score: Raw -10976845.313032 + Penalty 3724.108887 = -10973121.204145
  nChanged 221
		SP:Iteration 50Q (4416.940000 sec): 3 clusters
  Score: Raw -10976908.687866 + Penalty 3724.108887 = -10973184.578979
  nChanged 210
		SP:Iteration 51Q (4417.640000 sec): 3 clusters
  Score: Raw -10976964.403257 + Penalty 3724.108887 = -10973240.294370
  nChanged 181
		SP:Iteration 52Q (4418.370000 sec): 3 clusters
  Score: Raw -10977014.225420 + Penalty 3724.108887 = -10973290.116533
  nChanged 170
		SP:Iteration 53Q (4419.100000 sec): 3 clusters
  Score: Raw -10977051.006311 + Penalty 3724.108887 = -10973326.897424
  nChanged 142
		SP:Iteration 54Q (4419.810000 sec): 3 clusters
  Score: Raw -10977079.684912 + Penalty 3724.108887 = -10973355.576025
  nChanged 126
		SP:Iteration 55Q (4420.410000 sec): 3 clusters
  Score: Raw -10977104.871375 + Penalty 3724.108887 = -10973380.762488
  nChanged 110
		SP:Iteration 56Q (4421.140000 sec): 3 clusters
  Score: Raw -10977126.788027 + Penalty 3724.108887 = -10973402.679140
  nChanged 97
		SP:Iteration 57Q (4421.890000 sec): 3 clusters
  Score: Raw -10977146.687997 + Penalty 3724.108887 = -10973422.579110
  nChanged 87
		SP:Iteration 58Q (4422.480000 sec): 3 clusters
  Score: Raw -10977167.149735 + Penalty 3724.108887 = -10973443.040848
  nChanged 90
		SP:Iteration 59Q (4423.170000 sec): 3 clusters
  Score: Raw -10977185.226672 + Penalty 3724.108887 = -10973461.117785
  nChanged 90
		SP:Iteration 60F (4423.760000 sec): 3 clusters
  Score: Raw -10977203.320990 + Penalty 3724.108887 = -10973479.212103
  nChanged 92
		SP:Iteration 61Q (4424.320000 sec): 3 clusters
  Score: Raw -10977223.585252 + Penalty 3724.108887 = -10973499.476365
  nChanged 88
		SP:Iteration 62Q (4425.100000 sec): 3 clusters
  Score: Raw -10977240.120020 + Penalty 3724.108887 = -10973516.011134
  nChanged 82
		SP:Iteration 63Q (4425.750000 sec): 3 clusters
  Score: Raw -10977254.418926 + Penalty 3724.108887 = -10973530.310039
  nChanged 73
		SP:Iteration 64Q (4426.390000 sec): 3 clusters
  Score: Raw -10977268.867303 + Penalty 3724.108887 = -10973544.758416
  nChanged 66
		SP:Iteration 65Q (4427.050000 sec): 3 clusters
  Score: Raw -10977281.566713 + Penalty 3724.108887 = -10973557.457826
  nChanged 55
		SP:Iteration 66Q (4427.670000 sec): 3 clusters
  Score: Raw -10977291.482823 + Penalty 3724.108887 = -10973567.373936
  nChanged 49
		SP:Iteration 67Q (4428.490000 sec): 3 clusters
  Score: Raw -10977300.237851 + Penalty 3724.108887 = -10973576.128964
  nChanged 57
		SP:Iteration 68Q (4429.180000 sec): 3 clusters
  Score: Raw -10977309.411557 + Penalty 3724.108887 = -10973585.302670
  nChanged 45
		SP:Iteration 69Q (4429.800000 sec): 3 clusters
  Score: Raw -10977318.336552 + Penalty 3724.108887 = -10973594.227665
  nChanged 41
		SP:Iteration 70Q (4430.460000 sec): 3 clusters
  Score: Raw -10977328.556158 + Penalty 3724.108887 = -10973604.447272
  nChanged 49
		SP:Iteration 71Q (4431.060000 sec): 3 clusters
  Score: Raw -10977337.561581 + Penalty 3724.108887 = -10973613.452694
  nChanged 32
		SP:Iteration 72Q (4431.590000 sec): 3 clusters
  Score: Raw -10977341.865459 + Penalty 3724.108887 = -10973617.756572
  nChanged 33
		SP:Iteration 73Q (4432.300000 sec): 3 clusters
  Score: Raw -10977348.478022 + Penalty 3724.108887 = -10973624.369135
  nChanged 32
		SP:Iteration 74Q (4432.870000 sec): 3 clusters
  Score: Raw -10977354.594445 + Penalty 3724.108887 = -10973630.485558
  nChanged 32
		SP:Iteration 75Q (4433.420000 sec): 3 clusters
  Score: Raw -10977362.135903 + Penalty 3724.108887 = -10973638.027016
  nChanged 36
		SP:Iteration 76Q (4434.070000 sec): 3 clusters
  Score: Raw -10977368.731166 + Penalty 3724.108887 = -10973644.622279
  nChanged 29
		SP:Iteration 77Q (4434.720000 sec): 3 clusters
  Score: Raw -10977374.376021 + Penalty 3724.108887 = -10973650.267134
  nChanged 30
		SP:Iteration 78Q (4435.300000 sec): 3 clusters
  Score: Raw -10977379.281666 + Penalty 3724.108887 = -10973655.172779
  nChanged 32
		SP:Iteration 79Q (4435.980000 sec): 3 clusters
  Score: Raw -10977384.333990 + Penalty 3724.108887 = -10973660.225104
  nChanged 16
		SP:Iteration 80F (4436.590000 sec): 3 clusters
  Score: Raw -10977386.613594 + Penalty 3724.108887 = -10973662.504707
  nChanged 13
		SP:Iteration 81Q (4437.160000 sec): 3 clusters
  Score: Raw -10977388.252926 + Penalty 3724.108887 = -10973664.144039
  nChanged 10
		SP:Iteration 82Q (4437.700000 sec): 3 clusters
  Score: Raw -10977390.005980 + Penalty 3724.108887 = -10973665.897093
  nChanged 10
		SP:Iteration 83Q (4438.210000 sec): 3 clusters
  Score: Raw -10977391.201126 + Penalty 3724.108887 = -10973667.092239
  nChanged 7
		SP:Iteration 84Q (4438.830000 sec): 3 clusters
  Score: Raw -10977391.781452 + Penalty 3724.108887 = -10973667.672565
  nChanged 2
		SP:Iteration 85Q (4439.460000 sec): 3 clusters
  Score: Raw -10977391.930392 + Penalty 3724.108887 = -10973667.821505
  nChanged 7
		SP:Iteration 86Q (4440.000000 sec): 3 clusters
  Score: Raw -10977393.068835 + Penalty 3724.108887 = -10973668.959948
  nChanged 7
		SP:Iteration 87Q (4440.620000 sec): 3 clusters
  Score: Raw -10977393.863215 + Penalty 3724.108887 = -10973669.754328
  nChanged 8
		SP:Iteration 88Q (4441.240000 sec): 3 clusters
  Score: Raw -10977394.513504 + Penalty 3724.108887 = -10973670.404617
  nChanged 6
		SP:Iteration 89Q (4441.820000 sec): 3 clusters
  Score: Raw -10977395.145762 + Penalty 3724.108887 = -10973671.036875
  nChanged 4
		SP:Iteration 90Q (4442.430000 sec): 3 clusters
  Score: Raw -10977395.945448 + Penalty 3724.108887 = -10973671.836561
  nChanged 6
		SP:Iteration 91Q (4443.050000 sec): 3 clusters
  Score: Raw -10977396.845928 + Penalty 3724.108887 = -10973672.737041
  nChanged 3
		SP:Iteration 92Q (4443.580000 sec): 3 clusters
  Score: Raw -10977397.479442 + Penalty 3724.108887 = -10973673.370555
  nChanged 7
		SP:Iteration 93Q (4444.120000 sec): 3 clusters
  Score: Raw -10977398.317581 + Penalty 3724.108887 = -10973674.208694
  nChanged 5
		SP:Iteration 94Q (4444.660000 sec): 3 clusters
  Score: Raw -10977399.212336 + Penalty 3724.108887 = -10973675.103449
  nChanged 5
		SP:Iteration 95Q (4445.200000 sec): 3 clusters
  Score: Raw -10977400.084126 + Penalty 3724.108887 = -10973675.975239
  nChanged 5
		SP:Iteration 96Q (4445.760000 sec): 3 clusters
  Score: Raw -10977400.914949 + Penalty 3724.108887 = -10973676.806062
  nChanged 8
		SP:Iteration 97Q (4446.420000 sec): 3 clusters
  Score: Raw -10977401.652022 + Penalty 3724.108887 = -10973677.543135
  nChanged 4
		SP:Iteration 98Q (4447.180000 sec): 3 clusters
  Score: Raw -10977402.036627 + Penalty 3724.108887 = -10973677.927740
  nChanged 3
		SP:Iteration 99Q (4447.980000 sec): 3 clusters
  Score: Raw -10977402.476189 + Penalty 3724.108887 = -10973678.367302
  nChanged 4
		SP:Iteration 100F (4448.630000 sec): 3 clusters
  Score: Raw -10977403.152656 + Penalty 3724.108887 = -10973679.043769
  nChanged 9
		SP:Iteration 101Q (4449.210000 sec): 3 clusters
  Score: Raw -10977404.141746 + Penalty 3724.108887 = -10973680.032859
  nChanged 10
		SP:Iteration 102Q (4449.810000 sec): 3 clusters
  Score: Raw -10977405.591094 + Penalty 3724.108887 = -10973681.482207
  nChanged 11
		SP:Iteration 103Q (4450.450000 sec): 3 clusters
  Score: Raw -10977407.444369 + Penalty 3724.108887 = -10973683.335482
  nChanged 18
		SP:Iteration 104Q (4451.200000 sec): 3 clusters
  Score: Raw -10977410.369578 + Penalty 3724.108887 = -10973686.260691
  nChanged 18
		SP:Iteration 105Q (4451.840000 sec): 3 clusters
  Score: Raw -10977412.340035 + Penalty 3724.108887 = -10973688.231148
  nChanged 7
		SP:Iteration 106Q (4452.470000 sec): 3 clusters
  Score: Raw -10977413.027904 + Penalty 3724.108887 = -10973688.919017
  nChanged 6
		SP:Iteration 107Q (4453.140000 sec): 3 clusters
  Score: Raw -10977413.903441 + Penalty 3724.108887 = -10973689.794554
  nChanged 4
		SP:Iteration 108Q (4453.640000 sec): 3 clusters
  Score: Raw -10977414.711524 + Penalty 3724.108887 = -10973690.602637
  nChanged 5
		SP:Iteration 109Q (4454.120000 sec): 3 clusters
  Score: Raw -10977415.454957 + Penalty 3724.108887 = -10973691.346070
  nChanged 6
		SP:Iteration 110Q (4454.780000 sec): 3 clusters
  Score: Raw -10977416.501348 + Penalty 3724.108887 = -10973692.392461
  nChanged 3
		SP:Iteration 111Q (4455.450000 sec): 3 clusters
  Score: Raw -10977416.705357 + Penalty 3724.108887 = -10973692.596470
  nChanged 1
		SP:Iteration 112Q (4456.030000 sec): 3 clusters
  Score: Raw -10977416.901552 + Penalty 3724.108887 = -10973692.792665
  nChanged 4
		SP:Iteration 113Q (4456.740000 sec): 3 clusters
  Score: Raw -10977417.184997 + Penalty 3724.108887 = -10973693.076110
  nChanged 3
		SP:Iteration 114Q (4457.420000 sec): 3 clusters
  Score: Raw -10977417.381015 + Penalty 3724.108887 = -10973693.272129
  nChanged 0
		SP:Iteration 115F (4458.050000 sec): 3 clusters
  Score: Raw -10977417.381015 + Penalty 3724.108887 = -10973693.272129
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (39546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4458.320000 sec): 2 clusters
  Score: Raw -4755513.889290 + Penalty 1720.098222 = -4753793.791068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4458.690000 sec): 3 clusters
  Score: Raw -4730651.282544 + Penalty 3440.196445 = -4727211.086099
  nChanged 18449
		SP:Iteration 1F (4459.030000 sec): 3 clusters
  Score: Raw -4741827.476838 + Penalty 3440.196445 = -4738387.280393
  nChanged 2610
		SP:Iteration 2F (4459.440000 sec): 3 clusters
  Score: Raw -4743695.792904 + Penalty 3440.196445 = -4740255.596460
  nChanged 3203
		SP:Iteration 3F (4459.800000 sec): 3 clusters
  Score: Raw -4746514.219375 + Penalty 3440.196445 = -4743074.022930
  nChanged 3584
		SP:Iteration 4F (4460.120000 sec): 3 clusters
  Score: Raw -4749728.137908 + Penalty 3440.196445 = -4746287.941463
  nChanged 3197
		SP:Iteration 5F (4460.460000 sec): 3 clusters
  Score: Raw -4752208.103238 + Penalty 3440.196445 = -4748767.906793
  nChanged 2531
		SP:Iteration 6F (4460.810000 sec): 3 clusters
  Score: Raw -4754122.756782 + Penalty 3440.196445 = -4750682.560337
  nChanged 1960
		SP:Iteration 7Q (4461.130000 sec): 3 clusters
  Score: Raw -4755812.281285 + Penalty 3440.196445 = -4752372.084841
  nChanged 1668
		SP:Iteration 8Q (4461.510000 sec): 3 clusters
  Score: Raw -4757202.843051 + Penalty 3440.196445 = -4753762.646606
  nChanged 1286
		SP:Iteration 9Q (4461.870000 sec): 3 clusters
  Score: Raw -4757998.367103 + Penalty 3440.196445 = -4754558.170659
  nChanged 893
		SP:Iteration 10Q (4462.260000 sec): 3 clusters
  Score: Raw -4758358.987283 + Penalty 3440.196445 = -4754918.790838
  nChanged 658
		SP:Iteration 11Q (4462.610000 sec): 3 clusters
  Score: Raw -4758570.338164 + Penalty 3440.196445 = -4755130.141719
  nChanged 532
		SP:Iteration 12Q (4462.990000 sec): 3 clusters
  Score: Raw -4758732.986986 + Penalty 3440.196445 = -4755292.790541
  nChanged 481
		SP:Iteration 13Q (4463.420000 sec): 3 clusters
  Score: Raw -4758869.761894 + Penalty 3440.196445 = -4755429.565449
  nChanged 408
		SP:Iteration 14Q (4463.810000 sec): 3 clusters
  Score: Raw -4758971.711947 + Penalty 3440.196445 = -4755531.515502
  nChanged 393
		SP:Iteration 15Q (4464.160000 sec): 3 clusters
  Score: Raw -4759066.017323 + Penalty 3440.196445 = -4755625.820879
  nChanged 350
		SP:Iteration 16Q (4464.440000 sec): 3 clusters
  Score: Raw -4759142.837411 + Penalty 3440.196445 = -4755702.640966
  nChanged 323
		SP:Iteration 17Q (4464.790000 sec): 3 clusters
  Score: Raw -4759218.810576 + Penalty 3440.196445 = -4755778.614131
  nChanged 315
		SP:Iteration 18Q (4465.130000 sec): 3 clusters
  Score: Raw -4759291.099357 + Penalty 3440.196445 = -4755850.902912
  nChanged 302
		SP:Iteration 19Q (4465.550000 sec): 3 clusters
  Score: Raw -4759360.094065 + Penalty 3440.196445 = -4755919.897620
  nChanged 299
		SP:Iteration 20F (4465.970000 sec): 3 clusters
  Score: Raw -4759428.959866 + Penalty 3440.196445 = -4755988.763421
  nChanged 302
		SP:Iteration 21Q (4466.320000 sec): 3 clusters
  Score: Raw -4759495.665783 + Penalty 3440.196445 = -4756055.469338
  nChanged 278
		SP:Iteration 22Q (4466.660000 sec): 3 clusters
  Score: Raw -4759553.034885 + Penalty 3440.196445 = -4756112.838440
  nChanged 254
		SP:Iteration 23Q (4467.040000 sec): 3 clusters
  Score: Raw -4759605.088763 + Penalty 3440.196445 = -4756164.892318
  nChanged 267
		SP:Iteration 24Q (4467.410000 sec): 3 clusters
  Score: Raw -4759661.500662 + Penalty 3440.196445 = -4756221.304217
  nChanged 262
		SP:Iteration 25Q (4467.740000 sec): 3 clusters
  Score: Raw -4759713.382402 + Penalty 3440.196445 = -4756273.185957
  nChanged 251
		SP:Iteration 26Q (4468.100000 sec): 3 clusters
  Score: Raw -4759758.479139 + Penalty 3440.196445 = -4756318.282694
  nChanged 223
		SP:Iteration 27Q (4468.420000 sec): 3 clusters
  Score: Raw -4759796.058111 + Penalty 3440.196445 = -4756355.861666
  nChanged 207
		SP:Iteration 28Q (4468.730000 sec): 3 clusters
  Score: Raw -4759833.752138 + Penalty 3440.196445 = -4756393.555693
  nChanged 209
		SP:Iteration 29Q (4469.060000 sec): 3 clusters
  Score: Raw -4759869.725435 + Penalty 3440.196445 = -4756429.528990
  nChanged 183
		SP:Iteration 30Q (4469.440000 sec): 3 clusters
  Score: Raw -4759897.660206 + Penalty 3440.196445 = -4756457.463762
  nChanged 174
		SP:Iteration 31Q (4469.790000 sec): 3 clusters
  Score: Raw -4759922.641192 + Penalty 3440.196445 = -4756482.444747
  nChanged 171
		SP:Iteration 32Q (4470.120000 sec): 3 clusters
  Score: Raw -4759946.609507 + Penalty 3440.196445 = -4756506.413062
  nChanged 149
		SP:Iteration 33Q (4470.500000 sec): 3 clusters
  Score: Raw -4759965.865669 + Penalty 3440.196445 = -4756525.669224
  nChanged 135
		SP:Iteration 34Q (4470.920000 sec): 3 clusters
  Score: Raw -4759983.489971 + Penalty 3440.196445 = -4756543.293526
  nChanged 150
		SP:Iteration 35Q (4471.260000 sec): 3 clusters
  Score: Raw -4760004.751447 + Penalty 3440.196445 = -4756564.555002
  nChanged 156
		SP:Iteration 36Q (4471.630000 sec): 3 clusters
  Score: Raw -4760027.449905 + Penalty 3440.196445 = -4756587.253460
  nChanged 153
		SP:Iteration 37Q (4471.940000 sec): 3 clusters
  Score: Raw -4760050.844418 + Penalty 3440.196445 = -4756610.647973
  nChanged 152
		SP:Iteration 38Q (4472.310000 sec): 3 clusters
  Score: Raw -4760074.000494 + Penalty 3440.196445 = -4756633.804050
  nChanged 158
		SP:Iteration 39Q (4472.620000 sec): 3 clusters
  Score: Raw -4760100.389930 + Penalty 3440.196445 = -4756660.193485
  nChanged 156
		SP:Iteration 40F (4472.980000 sec): 3 clusters
  Score: Raw -4760123.588859 + Penalty 3440.196445 = -4756683.392414
  nChanged 145
		SP:Iteration 41Q (4473.290000 sec): 3 clusters
  Score: Raw -4760141.221611 + Penalty 3440.196445 = -4756701.025166
  nChanged 136
		SP:Iteration 42Q (4473.630000 sec): 3 clusters
  Score: Raw -4760156.743210 + Penalty 3440.196445 = -4756716.546765
  nChanged 136
		SP:Iteration 43Q (4473.980000 sec): 3 clusters
  Score: Raw -4760173.526509 + Penalty 3440.196445 = -4756733.330064
  nChanged 164
		SP:Iteration 44Q (4474.320000 sec): 3 clusters
  Score: Raw -4760193.354974 + Penalty 3440.196445 = -4756753.158529
  nChanged 151
		SP:Iteration 45Q (4474.620000 sec): 3 clusters
  Score: Raw -4760209.664875 + Penalty 3440.196445 = -4756769.468430
  nChanged 142
		SP:Iteration 46Q (4474.930000 sec): 3 clusters
  Score: Raw -4760223.821692 + Penalty 3440.196445 = -4756783.625247
  nChanged 124
		SP:Iteration 47Q (4475.250000 sec): 3 clusters
  Score: Raw -4760235.413605 + Penalty 3440.196445 = -4756795.217161
  nChanged 122
		SP:Iteration 48Q (4475.600000 sec): 3 clusters
  Score: Raw -4760249.910633 + Penalty 3440.196445 = -4756809.714188
  nChanged 133
		SP:Iteration 49Q (4475.960000 sec): 3 clusters
  Score: Raw -4760263.411350 + Penalty 3440.196445 = -4756823.214905
  nChanged 123
		SP:Iteration 50Q (4476.270000 sec): 3 clusters
  Score: Raw -4760276.866436 + Penalty 3440.196445 = -4756836.669991
  nChanged 116
		SP:Iteration 51Q (4476.650000 sec): 3 clusters
  Score: Raw -4760290.377468 + Penalty 3440.196445 = -4756850.181023
  nChanged 124
		SP:Iteration 52Q (4476.990000 sec): 3 clusters
  Score: Raw -4760303.299534 + Penalty 3440.196445 = -4756863.103089
  nChanged 104
		SP:Iteration 53Q (4477.350000 sec): 3 clusters
  Score: Raw -4760313.406430 + Penalty 3440.196445 = -4756873.209986
  nChanged 112
		SP:Iteration 54Q (4477.720000 sec): 3 clusters
  Score: Raw -4760324.916853 + Penalty 3440.196445 = -4756884.720409
  nChanged 109
		SP:Iteration 55Q (4478.110000 sec): 3 clusters
  Score: Raw -4760337.049223 + Penalty 3440.196445 = -4756896.852778
  nChanged 119
		SP:Iteration 56Q (4478.440000 sec): 3 clusters
  Score: Raw -4760351.491551 + Penalty 3440.196445 = -4756911.295106
  nChanged 117
		SP:Iteration 57Q (4478.770000 sec): 3 clusters
  Score: Raw -4760367.329571 + Penalty 3440.196445 = -4756927.133126
  nChanged 114
		SP:Iteration 58Q (4479.100000 sec): 3 clusters
  Score: Raw -4760386.420815 + Penalty 3440.196445 = -4756946.224370
  nChanged 156
		SP:Iteration 59Q (4479.450000 sec): 3 clusters
  Score: Raw -4760423.885234 + Penalty 3440.196445 = -4756983.688789
  nChanged 189
		SP:Iteration 60F (4479.790000 sec): 3 clusters
  Score: Raw -4760483.423107 + Penalty 3440.196445 = -4757043.226662
  nChanged 227
		SP:Iteration 61Q (4480.090000 sec): 3 clusters
  Score: Raw -4760612.907681 + Penalty 3440.196445 = -4757172.711237
  nChanged 328
		SP:Iteration 62Q (4480.430000 sec): 3 clusters
  Score: Raw -4760907.445847 + Penalty 3440.196445 = -4757467.249402
  nChanged 449
		SP:Iteration 63Q (4480.790000 sec): 3 clusters
  Score: Raw -4761387.253693 + Penalty 3440.196445 = -4757947.057248
  nChanged 482
		SP:Iteration 64Q (4481.160000 sec): 3 clusters
  Score: Raw -4761788.075879 + Penalty 3440.196445 = -4758347.879434
  nChanged 417
		SP:Iteration 65Q (4481.490000 sec): 3 clusters
  Score: Raw -4762009.569687 + Penalty 3440.196445 = -4758569.373242
  nChanged 310
		SP:Iteration 66Q (4481.820000 sec): 3 clusters
  Score: Raw -4762111.497185 + Penalty 3440.196445 = -4758671.300741
  nChanged 236
		SP:Iteration 67Q (4482.210000 sec): 3 clusters
  Score: Raw -4762159.119275 + Penalty 3440.196445 = -4758718.922831
  nChanged 170
		SP:Iteration 68Q (4482.590000 sec): 3 clusters
  Score: Raw -4762187.066488 + Penalty 3440.196445 = -4758746.870043
  nChanged 137
		SP:Iteration 69Q (4482.910000 sec): 3 clusters
  Score: Raw -4762205.812865 + Penalty 3440.196445 = -4758765.616420
  nChanged 117
		SP:Iteration 70Q (4483.290000 sec): 3 clusters
  Score: Raw -4762219.188121 + Penalty 3440.196445 = -4758778.991676
  nChanged 113
		SP:Iteration 71Q (4483.600000 sec): 3 clusters
  Score: Raw -4762231.592712 + Penalty 3440.196445 = -4758791.396267
  nChanged 107
		SP:Iteration 72Q (4483.950000 sec): 3 clusters
  Score: Raw -4762243.049925 + Penalty 3440.196445 = -4758802.853480
  nChanged 103
		SP:Iteration 73Q (4484.290000 sec): 3 clusters
  Score: Raw -4762253.733910 + Penalty 3440.196445 = -4758813.537465
  nChanged 96
		SP:Iteration 74Q (4484.600000 sec): 3 clusters
  Score: Raw -4762261.733028 + Penalty 3440.196445 = -4758821.536583
  nChanged 82
		SP:Iteration 75Q (4485.000000 sec): 3 clusters
  Score: Raw -4762268.458588 + Penalty 3440.196445 = -4758828.262143
  nChanged 60
		SP:Iteration 76Q (4485.330000 sec): 3 clusters
  Score: Raw -4762272.415384 + Penalty 3440.196445 = -4758832.218939
  nChanged 59
		SP:Iteration 77Q (4485.700000 sec): 3 clusters
  Score: Raw -4762276.198578 + Penalty 3440.196445 = -4758836.002133
  nChanged 46
		SP:Iteration 78Q (4486.030000 sec): 3 clusters
  Score: Raw -4762278.490806 + Penalty 3440.196445 = -4758838.294361
  nChanged 40
		SP:Iteration 79Q (4486.370000 sec): 3 clusters
  Score: Raw -4762280.239083 + Penalty 3440.196445 = -4758840.042638
  nChanged 26
		SP:Iteration 80F (4486.720000 sec): 3 clusters
  Score: Raw -4762281.642146 + Penalty 3440.196445 = -4758841.445702
  nChanged 31
		SP:Iteration 81Q (4487.070000 sec): 3 clusters
  Score: Raw -4762283.428484 + Penalty 3440.196445 = -4758843.232040
  nChanged 30
		SP:Iteration 82Q (4487.350000 sec): 3 clusters
  Score: Raw -4762285.260923 + Penalty 3440.196445 = -4758845.064478
  nChanged 33
		SP:Iteration 83Q (4487.690000 sec): 3 clusters
  Score: Raw -4762286.863300 + Penalty 3440.196445 = -4758846.666855
  nChanged 26
		SP:Iteration 84Q (4488.020000 sec): 3 clusters
  Score: Raw -4762287.933714 + Penalty 3440.196445 = -4758847.737269
  nChanged 23
		SP:Iteration 85Q (4488.330000 sec): 3 clusters
  Score: Raw -4762288.788892 + Penalty 3440.196445 = -4758848.592448
  nChanged 23
		SP:Iteration 86Q (4488.680000 sec): 3 clusters
  Score: Raw -4762289.469989 + Penalty 3440.196445 = -4758849.273545
  nChanged 20
		SP:Iteration 87Q (4489.030000 sec): 3 clusters
  Score: Raw -4762290.139585 + Penalty 3440.196445 = -4758849.943140
  nChanged 16
		SP:Iteration 88Q (4489.430000 sec): 3 clusters
  Score: Raw -4762290.686425 + Penalty 3440.196445 = -4758850.489980
  nChanged 16
		SP:Iteration 89Q (4489.770000 sec): 3 clusters
  Score: Raw -4762291.247494 + Penalty 3440.196445 = -4758851.051049
  nChanged 15
		SP:Iteration 90Q (4490.120000 sec): 3 clusters
  Score: Raw -4762291.748009 + Penalty 3440.196445 = -4758851.551564
  nChanged 18
		SP:Iteration 91Q (4490.450000 sec): 3 clusters
  Score: Raw -4762292.247467 + Penalty 3440.196445 = -4758852.051022
  nChanged 15
		SP:Iteration 92Q (4490.800000 sec): 3 clusters
  Score: Raw -4762292.696085 + Penalty 3440.196445 = -4758852.499640
  nChanged 12
		SP:Iteration 93Q (4491.180000 sec): 3 clusters
  Score: Raw -4762293.058738 + Penalty 3440.196445 = -4758852.862293
  nChanged 8
		SP:Iteration 94Q (4491.500000 sec): 3 clusters
  Score: Raw -4762293.299854 + Penalty 3440.196445 = -4758853.103409
  nChanged 6
		SP:Iteration 95Q (4491.900000 sec): 3 clusters
  Score: Raw -4762293.442029 + Penalty 3440.196445 = -4758853.245585
  nChanged 7
		SP:Iteration 96Q (4492.300000 sec): 3 clusters
  Score: Raw -4762293.753635 + Penalty 3440.196445 = -4758853.557190
  nChanged 8
		SP:Iteration 97Q (4492.680000 sec): 3 clusters
  Score: Raw -4762293.975720 + Penalty 3440.196445 = -4758853.779275
  nChanged 8
		SP:Iteration 98Q (4493.100000 sec): 3 clusters
  Score: Raw -4762294.181633 + Penalty 3440.196445 = -4758853.985188
  nChanged 11
		SP:Iteration 99Q (4493.390000 sec): 3 clusters
  Score: Raw -4762294.611050 + Penalty 3440.196445 = -4758854.414605
  nChanged 11
		SP:Iteration 100F (4493.730000 sec): 3 clusters
  Score: Raw -4762295.076109 + Penalty 3440.196445 = -4758854.879664
  nChanged 8
		SP:Iteration 101Q (4494.090000 sec): 3 clusters
  Score: Raw -4762295.502263 + Penalty 3440.196445 = -4758855.305818
  nChanged 17
		SP:Iteration 102Q (4494.410000 sec): 3 clusters
  Score: Raw -4762296.421062 + Penalty 3440.196445 = -4758856.224617
  nChanged 20
		SP:Iteration 103Q (4494.800000 sec): 3 clusters
  Score: Raw -4762297.459305 + Penalty 3440.196445 = -4758857.262860
  nChanged 23
		SP:Iteration 104Q (4495.120000 sec): 3 clusters
  Score: Raw -4762298.819807 + Penalty 3440.196445 = -4758858.623362
  nChanged 23
		SP:Iteration 105Q (4495.470000 sec): 3 clusters
  Score: Raw -4762299.933276 + Penalty 3440.196445 = -4758859.736831
  nChanged 20
		SP:Iteration 106Q (4495.770000 sec): 3 clusters
  Score: Raw -4762301.007744 + Penalty 3440.196445 = -4758860.811299
  nChanged 18
		SP:Iteration 107Q (4496.120000 sec): 3 clusters
  Score: Raw -4762301.803399 + Penalty 3440.196445 = -4758861.606955
  nChanged 20
		SP:Iteration 108Q (4496.500000 sec): 3 clusters
  Score: Raw -4762302.582603 + Penalty 3440.196445 = -4758862.386158
  nChanged 19
		SP:Iteration 109Q (4496.850000 sec): 3 clusters
  Score: Raw -4762303.406671 + Penalty 3440.196445 = -4758863.210226
  nChanged 21
		SP:Iteration 110Q (4497.170000 sec): 3 clusters
  Score: Raw -4762304.493748 + Penalty 3440.196445 = -4758864.297303
  nChanged 23
		SP:Iteration 111Q (4497.500000 sec): 3 clusters
  Score: Raw -4762305.661704 + Penalty 3440.196445 = -4758865.465259
  nChanged 19
		SP:Iteration 112Q (4497.840000 sec): 3 clusters
  Score: Raw -4762306.426696 + Penalty 3440.196445 = -4758866.230251
  nChanged 10
		SP:Iteration 113Q (4498.160000 sec): 3 clusters
  Score: Raw -4762306.796470 + Penalty 3440.196445 = -4758866.600025
  nChanged 9
		SP:Iteration 114Q (4498.480000 sec): 3 clusters
  Score: Raw -4762307.141354 + Penalty 3440.196445 = -4758866.944909
  nChanged 12
		SP:Iteration 115Q (4498.830000 sec): 3 clusters
  Score: Raw -4762307.677566 + Penalty 3440.196445 = -4758867.481121
  nChanged 10
		SP:Iteration 116Q (4499.170000 sec): 3 clusters
  Score: Raw -4762308.081947 + Penalty 3440.196445 = -4758867.885502
  nChanged 13
		SP:Iteration 117Q (4499.520000 sec): 3 clusters
  Score: Raw -4762308.527812 + Penalty 3440.196445 = -4758868.331367
  nChanged 14
		SP:Iteration 118Q (4499.830000 sec): 3 clusters
  Score: Raw -4762309.001080 + Penalty 3440.196445 = -4758868.804635
  nChanged 17
		SP:Iteration 119Q (4500.200000 sec): 3 clusters
  Score: Raw -4762309.378275 + Penalty 3440.196445 = -4758869.181830
  nChanged 10
		SP:Iteration 120F (4500.510000 sec): 3 clusters
  Score: Raw -4762309.639492 + Penalty 3440.196445 = -4758869.443048
  nChanged 7
		SP:Iteration 121Q (4500.810000 sec): 3 clusters
  Score: Raw -4762309.908032 + Penalty 3440.196445 = -4758869.711587
  nChanged 8
		SP:Iteration 122Q (4501.190000 sec): 3 clusters
  Score: Raw -4762310.234102 + Penalty 3440.196445 = -4758870.037657
  nChanged 4
		SP:Iteration 123Q (4501.580000 sec): 3 clusters
  Score: Raw -4762310.336197 + Penalty 3440.196445 = -4758870.139752
  nChanged 2
		SP:Iteration 124Q (4501.970000 sec): 3 clusters
  Score: Raw -4762310.392184 + Penalty 3440.196445 = -4758870.195739
  nChanged 1
		SP:Iteration 125Q (4502.310000 sec): 3 clusters
  Score: Raw -4762310.408198 + Penalty 3440.196445 = -4758870.211753
  nChanged 1
		SP:Iteration 126Q (4502.660000 sec): 3 clusters
  Score: Raw -4762310.451488 + Penalty 3440.196445 = -4758870.255043
  nChanged 1
		SP:Iteration 127Q (4502.960000 sec): 3 clusters
  Score: Raw -4762310.470475 + Penalty 3440.196445 = -4758870.274030
  nChanged 0
		SP:Iteration 128F (4503.320000 sec): 3 clusters
  Score: Raw -4762310.470475 + Penalty 3440.196445 = -4758870.274030
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (75079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4503.770000 sec): 2 clusters
  Score: Raw -8893142.542919 + Penalty 1824.273128 = -8891318.269791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4504.440000 sec): 3 clusters
  Score: Raw -8844669.584974 + Penalty 3648.546256 = -8841021.038718
  nChanged 35704
		SP:Iteration 1F (4505.070000 sec): 3 clusters
  Score: Raw -8865347.240015 + Penalty 3648.546256 = -8861698.693759
  nChanged 2646
		SP:Iteration 2Q (4505.590000 sec): 3 clusters
  Score: Raw -8866087.696577 + Penalty 3648.546256 = -8862439.150321
  nChanged 2789
		SP:Iteration 3Q (4506.170000 sec): 3 clusters
  Score: Raw -8867025.103791 + Penalty 3648.546256 = -8863376.557535
  nChanged 3043
		SP:Iteration 4Q (4506.670000 sec): 3 clusters
  Score: Raw -8868184.542310 + Penalty 3648.546256 = -8864535.996055
  nChanged 3316
		SP:Iteration 5Q (4507.110000 sec): 3 clusters
  Score: Raw -8869850.923090 + Penalty 3648.546256 = -8866202.376834
  nChanged 3997
		SP:Iteration 6F (4507.650000 sec): 3 clusters
  Score: Raw -8872300.013735 + Penalty 3648.546256 = -8868651.467479
  nChanged 4612
		SP:Iteration 7F (4508.170000 sec): 3 clusters
  Score: Raw -8875582.480883 + Penalty 3648.546256 = -8871933.934627
  nChanged 4929
		SP:Iteration 8F (4508.690000 sec): 3 clusters
  Score: Raw -8879081.715592 + Penalty 3648.546256 = -8875433.169336
  nChanged 4542
		SP:Iteration 9F (4509.190000 sec): 3 clusters
  Score: Raw -8881790.510496 + Penalty 3648.546256 = -8878141.964240
  nChanged 3303
		SP:Iteration 10Q (4509.710000 sec): 3 clusters
  Score: Raw -8883103.548466 + Penalty 3648.546256 = -8879455.002210
  nChanged 2091
		SP:Iteration 11Q (4510.270000 sec): 3 clusters
  Score: Raw -8883761.126476 + Penalty 3648.546256 = -8880112.580220
  nChanged 1560
		SP:Iteration 12Q (4510.750000 sec): 3 clusters
  Score: Raw -8884253.665152 + Penalty 3648.546256 = -8880605.118896
  nChanged 1481
		SP:Iteration 13Q (4511.220000 sec): 3 clusters
  Score: Raw -8884780.537222 + Penalty 3648.546256 = -8881131.990966
  nChanged 1569
		SP:Iteration 14Q (4511.750000 sec): 3 clusters
  Score: Raw -8885380.425951 + Penalty 3648.546256 = -8881731.879696
  nChanged 1675
		SP:Iteration 15Q (4512.240000 sec): 3 clusters
  Score: Raw -8886078.548653 + Penalty 3648.546256 = -8882430.002398
  nChanged 1746
		SP:Iteration 16Q (4512.730000 sec): 3 clusters
  Score: Raw -8886879.726111 + Penalty 3648.546256 = -8883231.179855
  nChanged 1787
		SP:Iteration 17Q (4513.200000 sec): 3 clusters
  Score: Raw -8887741.578644 + Penalty 3648.546256 = -8884093.032388
  nChanged 1685
		SP:Iteration 18Q (4513.710000 sec): 3 clusters
  Score: Raw -8888600.708703 + Penalty 3648.546256 = -8884952.162447
  nChanged 1634
		SP:Iteration 19Q (4514.190000 sec): 3 clusters
  Score: Raw -8889471.663172 + Penalty 3648.546256 = -8885823.116916
  nChanged 1487
		SP:Iteration 20F (4514.750000 sec): 3 clusters
  Score: Raw -8890284.410102 + Penalty 3648.546256 = -8886635.863846
  nChanged 1396
		SP:Iteration 21Q (4515.240000 sec): 3 clusters
  Score: Raw -8891087.185112 + Penalty 3648.546256 = -8887438.638856
  nChanged 1193
		SP:Iteration 22Q (4515.760000 sec): 3 clusters
  Score: Raw -8891747.681866 + Penalty 3648.546256 = -8888099.135610
  nChanged 1030
		SP:Iteration 23Q (4516.300000 sec): 3 clusters
  Score: Raw -8892285.910236 + Penalty 3648.546256 = -8888637.363980
  nChanged 863
		SP:Iteration 24Q (4516.810000 sec): 3 clusters
  Score: Raw -8892695.849192 + Penalty 3648.546256 = -8889047.302936
  nChanged 761
		SP:Iteration 25Q (4517.270000 sec): 3 clusters
  Score: Raw -8893050.682418 + Penalty 3648.546256 = -8889402.136163
  nChanged 656
		SP:Iteration 26Q (4517.760000 sec): 3 clusters
  Score: Raw -8893313.426080 + Penalty 3648.546256 = -8889664.879825
  nChanged 568
		SP:Iteration 27Q (4518.280000 sec): 3 clusters
  Score: Raw -8893515.599777 + Penalty 3648.546256 = -8889867.053521
  nChanged 515
		SP:Iteration 28Q (4518.810000 sec): 3 clusters
  Score: Raw -8893680.016692 + Penalty 3648.546256 = -8890031.470436
  nChanged 443
		SP:Iteration 29Q (4519.260000 sec): 3 clusters
  Score: Raw -8893805.324477 + Penalty 3648.546256 = -8890156.778222
  nChanged 402
		SP:Iteration 30Q (4519.730000 sec): 3 clusters
  Score: Raw -8893907.273096 + Penalty 3648.546256 = -8890258.726840
  nChanged 308
		SP:Iteration 31Q (4520.210000 sec): 3 clusters
  Score: Raw -8893984.441964 + Penalty 3648.546256 = -8890335.895708
  nChanged 308
		SP:Iteration 32Q (4520.710000 sec): 3 clusters
  Score: Raw -8894055.816523 + Penalty 3648.546256 = -8890407.270267
  nChanged 264
		SP:Iteration 33Q (4521.150000 sec): 3 clusters
  Score: Raw -8894111.812039 + Penalty 3648.546256 = -8890463.265783
  nChanged 215
		SP:Iteration 34Q (4521.590000 sec): 3 clusters
  Score: Raw -8894159.435992 + Penalty 3648.546256 = -8890510.889736
  nChanged 203
		SP:Iteration 35Q (4522.060000 sec): 3 clusters
  Score: Raw -8894201.101716 + Penalty 3648.546256 = -8890552.555460
  nChanged 170
		SP:Iteration 36Q (4522.560000 sec): 3 clusters
  Score: Raw -8894233.719395 + Penalty 3648.546256 = -8890585.173139
  nChanged 159
		SP:Iteration 37Q (4523.020000 sec): 3 clusters
  Score: Raw -8894262.498345 + Penalty 3648.546256 = -8890613.952089
  nChanged 146
		SP:Iteration 38Q (4523.410000 sec): 3 clusters
  Score: Raw -8894286.441339 + Penalty 3648.546256 = -8890637.895083
  nChanged 138
		SP:Iteration 39Q (4523.840000 sec): 3 clusters
  Score: Raw -8894309.304740 + Penalty 3648.546256 = -8890660.758484
  nChanged 137
		SP:Iteration 40F (4524.380000 sec): 3 clusters
  Score: Raw -8894332.193422 + Penalty 3648.546256 = -8890683.647166
  nChanged 127
		SP:Iteration 41Q (4524.800000 sec): 3 clusters
  Score: Raw -8894353.225103 + Penalty 3648.546256 = -8890704.678847
  nChanged 119
		SP:Iteration 42Q (4525.270000 sec): 3 clusters
  Score: Raw -8894371.216889 + Penalty 3648.546256 = -8890722.670633
  nChanged 110
		SP:Iteration 43Q (4525.750000 sec): 3 clusters
  Score: Raw -8894386.244786 + Penalty 3648.546256 = -8890737.698530
  nChanged 99
		SP:Iteration 44Q (4526.180000 sec): 3 clusters
  Score: Raw -8894399.926345 + Penalty 3648.546256 = -8890751.380089
  nChanged 92
		SP:Iteration 45Q (4526.600000 sec): 3 clusters
  Score: Raw -8894413.196754 + Penalty 3648.546256 = -8890764.650499
  nChanged 84
		SP:Iteration 46Q (4527.070000 sec): 3 clusters
  Score: Raw -8894424.073469 + Penalty 3648.546256 = -8890775.527213
  nChanged 71
		SP:Iteration 47Q (4527.520000 sec): 3 clusters
  Score: Raw -8894433.145263 + Penalty 3648.546256 = -8890784.599007
  nChanged 56
		SP:Iteration 48Q (4527.950000 sec): 3 clusters
  Score: Raw -8894438.598813 + Penalty 3648.546256 = -8890790.052558
  nChanged 49
		SP:Iteration 49Q (4528.430000 sec): 3 clusters
  Score: Raw -8894442.929163 + Penalty 3648.546256 = -8890794.382908
  nChanged 27
		SP:Iteration 50Q (4528.870000 sec): 3 clusters
  Score: Raw -8894445.396362 + Penalty 3648.546256 = -8890796.850106
  nChanged 36
		SP:Iteration 51Q (4529.310000 sec): 3 clusters
  Score: Raw -8894449.592009 + Penalty 3648.546256 = -8890801.045754
  nChanged 29
		SP:Iteration 52Q (4529.770000 sec): 3 clusters
  Score: Raw -8894452.898949 + Penalty 3648.546256 = -8890804.352693
  nChanged 36
		SP:Iteration 53Q (4530.290000 sec): 3 clusters
  Score: Raw -8894456.591401 + Penalty 3648.546256 = -8890808.045145
  nChanged 37
		SP:Iteration 54Q (4530.750000 sec): 3 clusters
  Score: Raw -8894459.814094 + Penalty 3648.546256 = -8890811.267838
  nChanged 24
		SP:Iteration 55Q (4531.210000 sec): 3 clusters
  Score: Raw -8894461.601354 + Penalty 3648.546256 = -8890813.055098
  nChanged 20
		SP:Iteration 56Q (4531.640000 sec): 3 clusters
  Score: Raw -8894463.291937 + Penalty 3648.546256 = -8890814.745681
  nChanged 30
		SP:Iteration 57Q (4532.090000 sec): 3 clusters
  Score: Raw -8894466.584476 + Penalty 3648.546256 = -8890818.038220
  nChanged 28
		SP:Iteration 58Q (4532.580000 sec): 3 clusters
  Score: Raw -8894469.160339 + Penalty 3648.546256 = -8890820.614083
  nChanged 31
		SP:Iteration 59Q (4533.050000 sec): 3 clusters
  Score: Raw -8894472.904071 + Penalty 3648.546256 = -8890824.357816
  nChanged 35
		SP:Iteration 60F (4533.630000 sec): 3 clusters
  Score: Raw -8894476.699892 + Penalty 3648.546256 = -8890828.153636
  nChanged 33
		SP:Iteration 61Q (4534.170000 sec): 3 clusters
  Score: Raw -8894480.195065 + Penalty 3648.546256 = -8890831.648809
  nChanged 28
		SP:Iteration 62Q (4534.620000 sec): 3 clusters
  Score: Raw -8894482.896946 + Penalty 3648.546256 = -8890834.350690
  nChanged 22
		SP:Iteration 63Q (4535.070000 sec): 3 clusters
  Score: Raw -8894484.801879 + Penalty 3648.546256 = -8890836.255623
  nChanged 23
		SP:Iteration 64Q (4535.580000 sec): 3 clusters
  Score: Raw -8894486.284054 + Penalty 3648.546256 = -8890837.737799
  nChanged 18
		SP:Iteration 65Q (4536.010000 sec): 3 clusters
  Score: Raw -8894487.793299 + Penalty 3648.546256 = -8890839.247043
  nChanged 17
		SP:Iteration 66Q (4536.470000 sec): 3 clusters
  Score: Raw -8894489.270670 + Penalty 3648.546256 = -8890840.724414
  nChanged 16
		SP:Iteration 67Q (4536.980000 sec): 3 clusters
  Score: Raw -8894490.539530 + Penalty 3648.546256 = -8890841.993275
  nChanged 12
		SP:Iteration 68Q (4537.450000 sec): 3 clusters
  Score: Raw -8894491.418582 + Penalty 3648.546256 = -8890842.872326
  nChanged 8
		SP:Iteration 69Q (4537.870000 sec): 3 clusters
  Score: Raw -8894491.955986 + Penalty 3648.546256 = -8890843.409730
  nChanged 10
		SP:Iteration 70Q (4538.320000 sec): 3 clusters
  Score: Raw -8894492.524861 + Penalty 3648.546256 = -8890843.978606
  nChanged 8
		SP:Iteration 71Q (4538.810000 sec): 3 clusters
  Score: Raw -8894492.986939 + Penalty 3648.546256 = -8890844.440683
  nChanged 6
		SP:Iteration 72Q (4539.290000 sec): 3 clusters
  Score: Raw -8894493.334598 + Penalty 3648.546256 = -8890844.788342
  nChanged 4
		SP:Iteration 73Q (4539.740000 sec): 3 clusters
  Score: Raw -8894493.550678 + Penalty 3648.546256 = -8890845.004422
  nChanged 5
		SP:Iteration 74Q (4540.230000 sec): 3 clusters
  Score: Raw -8894493.917732 + Penalty 3648.546256 = -8890845.371476
  nChanged 4
		SP:Iteration 75Q (4540.750000 sec): 3 clusters
  Score: Raw -8894494.077925 + Penalty 3648.546256 = -8890845.531669
  nChanged 1
		SP:Iteration 76Q (4541.280000 sec): 3 clusters
  Score: Raw -8894494.227355 + Penalty 3648.546256 = -8890845.681099
  nChanged 3
		SP:Iteration 77Q (4541.810000 sec): 3 clusters
  Score: Raw -8894494.386776 + Penalty 3648.546256 = -8890845.840520
  nChanged 4
		SP:Iteration 78Q (4542.330000 sec): 3 clusters
  Score: Raw -8894494.572606 + Penalty 3648.546256 = -8890846.026350
  nChanged 3
		SP:Iteration 79Q (4542.810000 sec): 3 clusters
  Score: Raw -8894494.787673 + Penalty 3648.546256 = -8890846.241417
  nChanged 3
		SP:Iteration 80F (4543.420000 sec): 3 clusters
  Score: Raw -8894494.920773 + Penalty 3648.546256 = -8890846.374517
  nChanged 4
		SP:Iteration 81Q (4543.930000 sec): 3 clusters
  Score: Raw -8894495.142349 + Penalty 3648.546256 = -8890846.596093
  nChanged 1
		SP:Iteration 82Q (4544.420000 sec): 3 clusters
  Score: Raw -8894495.273159 + Penalty 3648.546256 = -8890846.726904
  nChanged 1
		SP:Iteration 83Q (4545.020000 sec): 3 clusters
  Score: Raw -8894495.334410 + Penalty 3648.546256 = -8890846.788155
  nChanged 1
		SP:Iteration 84Q (4545.590000 sec): 3 clusters
  Score: Raw -8894495.382050 + Penalty 3648.546256 = -8890846.835794
  nChanged 2
		SP:Iteration 85Q (4546.160000 sec): 3 clusters
  Score: Raw -8894495.434639 + Penalty 3648.546256 = -8890846.888383
  nChanged 1
		SP:Iteration 86Q (4546.710000 sec): 3 clusters
  Score: Raw -8894495.461332 + Penalty 3648.546256 = -8890846.915076
  nChanged 1
		SP:Iteration 87Q (4547.300000 sec): 3 clusters
  Score: Raw -8894495.559702 + Penalty 3648.546256 = -8890847.013447
  nChanged 1
		SP:Iteration 88Q (4547.740000 sec): 3 clusters
  Score: Raw -8894495.572767 + Penalty 3648.546256 = -8890847.026511
  nChanged 1
		SP:Iteration 89Q (4548.270000 sec): 3 clusters
  Score: Raw -8894495.607612 + Penalty 3648.546256 = -8890847.061356
  nChanged 1
		SP:Iteration 90Q (4548.790000 sec): 3 clusters
  Score: Raw -8894495.635635 + Penalty 3648.546256 = -8890847.089380
  nChanged 1
		SP:Iteration 91Q (4549.310000 sec): 3 clusters
  Score: Raw -8894495.690876 + Penalty 3648.546256 = -8890847.144620
  nChanged 0
		SP:Iteration 92F (4549.790000 sec): 3 clusters
  Score: Raw -8894495.690876 + Penalty 3648.546256 = -8890847.144620
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (114217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4550.290000 sec): 2 clusters
  Score: Raw -12772688.549471 + Penalty 1892.451507 = -12770796.097964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4550.970000 sec): 3 clusters
  Score: Raw -12698110.366302 + Penalty 3784.903014 = -12694325.463288
  nChanged 54752
		SP:Iteration 1F (4551.700000 sec): 3 clusters
  Score: Raw -12731701.868052 + Penalty 3784.903014 = -12727916.965038
  nChanged 5889
		SP:Iteration 2F (4552.400000 sec): 3 clusters
  Score: Raw -12734464.588605 + Penalty 3784.903014 = -12730679.685592
  nChanged 6878
		SP:Iteration 3F (4553.100000 sec): 3 clusters
  Score: Raw -12738332.567489 + Penalty 3784.903014 = -12734547.664475
  nChanged 7722
		SP:Iteration 4F (4553.770000 sec): 3 clusters
  Score: Raw -12743502.866362 + Penalty 3784.903014 = -12739717.963348
  nChanged 8292
		SP:Iteration 5F (4554.440000 sec): 3 clusters
  Score: Raw -12749800.972027 + Penalty 3784.903014 = -12746016.069013
  nChanged 7974
		SP:Iteration 6F (4555.170000 sec): 3 clusters
  Score: Raw -12755867.522288 + Penalty 3784.903014 = -12752082.619274
  nChanged 6749
		SP:Iteration 7F (4555.840000 sec): 3 clusters
  Score: Raw -12760667.456631 + Penalty 3784.903014 = -12756882.553618
  nChanged 5259
		SP:Iteration 8Q (4556.520000 sec): 3 clusters
  Score: Raw -12764248.460080 + Penalty 3784.903014 = -12760463.557067
  nChanged 3950
		SP:Iteration 9Q (4557.140000 sec): 3 clusters
  Score: Raw -12766943.983300 + Penalty 3784.903014 = -12763159.080287
  nChanged 2983
		SP:Iteration 10Q (4557.780000 sec): 3 clusters
  Score: Raw -12769084.690113 + Penalty 3784.903014 = -12765299.787099
  nChanged 2243
		SP:Iteration 11Q (4558.490000 sec): 3 clusters
  Score: Raw -12770732.695368 + Penalty 3784.903014 = -12766947.792354
  nChanged 1778
		SP:Iteration 12Q (4559.170000 sec): 3 clusters
  Score: Raw -12772046.014926 + Penalty 3784.903014 = -12768261.111912
  nChanged 1438
		SP:Iteration 13Q (4559.780000 sec): 3 clusters
  Score: Raw -12773027.741688 + Penalty 3784.903014 = -12769242.838675
  nChanged 1095
		SP:Iteration 14Q (4560.420000 sec): 3 clusters
  Score: Raw -12773727.778037 + Penalty 3784.903014 = -12769942.875023
  nChanged 880
		SP:Iteration 15Q (4561.070000 sec): 3 clusters
  Score: Raw -12774201.728804 + Penalty 3784.903014 = -12770416.825791
  nChanged 720
		SP:Iteration 16Q (4561.670000 sec): 3 clusters
  Score: Raw -12774540.101920 + Penalty 3784.903014 = -12770755.198906
  nChanged 597
		SP:Iteration 17Q (4562.370000 sec): 3 clusters
  Score: Raw -12774817.225774 + Penalty 3784.903014 = -12771032.322760
  nChanged 491
		SP:Iteration 18Q (4562.980000 sec): 3 clusters
  Score: Raw -12775021.050082 + Penalty 3784.903014 = -12771236.147068
  nChanged 447
		SP:Iteration 19Q (4563.680000 sec): 3 clusters
  Score: Raw -12775201.039077 + Penalty 3784.903014 = -12771416.136063
  nChanged 380
		SP:Iteration 20F (4564.370000 sec): 3 clusters
  Score: Raw -12775332.167598 + Penalty 3784.903014 = -12771547.264584
  nChanged 301
		SP:Iteration 21Q (4565.080000 sec): 3 clusters
  Score: Raw -12775417.571450 + Penalty 3784.903014 = -12771632.668436
  nChanged 249
		SP:Iteration 22Q (4565.740000 sec): 3 clusters
  Score: Raw -12775487.093821 + Penalty 3784.903014 = -12771702.190808
  nChanged 211
		SP:Iteration 23Q (4566.450000 sec): 3 clusters
  Score: Raw -12775544.112279 + Penalty 3784.903014 = -12771759.209265
  nChanged 197
		SP:Iteration 24Q (4567.080000 sec): 3 clusters
  Score: Raw -12775598.118960 + Penalty 3784.903014 = -12771813.215946
  nChanged 177
		SP:Iteration 25Q (4567.770000 sec): 3 clusters
  Score: Raw -12775634.927752 + Penalty 3784.903014 = -12771850.024738
  nChanged 145
		SP:Iteration 26Q (4568.390000 sec): 3 clusters
  Score: Raw -12775666.862180 + Penalty 3784.903014 = -12771881.959166
  nChanged 143
		SP:Iteration 27Q (4569.100000 sec): 3 clusters
  Score: Raw -12775698.172747 + Penalty 3784.903014 = -12771913.269733
  nChanged 122
		SP:Iteration 28Q (4569.740000 sec): 3 clusters
  Score: Raw -12775719.265119 + Penalty 3784.903014 = -12771934.362105
  nChanged 87
		SP:Iteration 29Q (4570.390000 sec): 3 clusters
  Score: Raw -12775733.708974 + Penalty 3784.903014 = -12771948.805961
  nChanged 83
		SP:Iteration 30Q (4571.070000 sec): 3 clusters
  Score: Raw -12775745.142926 + Penalty 3784.903014 = -12771960.239912
  nChanged 59
		SP:Iteration 31Q (4571.690000 sec): 3 clusters
  Score: Raw -12775751.806117 + Penalty 3784.903014 = -12771966.903103
  nChanged 47
		SP:Iteration 32Q (4572.310000 sec): 3 clusters
  Score: Raw -12775757.185503 + Penalty 3784.903014 = -12771972.282490
  nChanged 42
		SP:Iteration 33Q (4573.000000 sec): 3 clusters
  Score: Raw -12775761.779589 + Penalty 3784.903014 = -12771976.876575
  nChanged 36
		SP:Iteration 34Q (4573.700000 sec): 3 clusters
  Score: Raw -12775765.734492 + Penalty 3784.903014 = -12771980.831479
  nChanged 29
		SP:Iteration 35Q (4574.400000 sec): 3 clusters
  Score: Raw -12775767.991520 + Penalty 3784.903014 = -12771983.088507
  nChanged 20
		SP:Iteration 36Q (4575.070000 sec): 3 clusters
  Score: Raw -12775770.189419 + Penalty 3784.903014 = -12771985.286405
  nChanged 15
		SP:Iteration 37Q (4575.730000 sec): 3 clusters
  Score: Raw -12775771.553299 + Penalty 3784.903014 = -12771986.650285
  nChanged 12
		SP:Iteration 38Q (4576.420000 sec): 3 clusters
  Score: Raw -12775772.851297 + Penalty 3784.903014 = -12771987.948284
  nChanged 16
		SP:Iteration 39Q (4577.080000 sec): 3 clusters
  Score: Raw -12775774.053742 + Penalty 3784.903014 = -12771989.150728
  nChanged 16
		SP:Iteration 40F (4577.810000 sec): 3 clusters
  Score: Raw -12775775.606990 + Penalty 3784.903014 = -12771990.703976
  nChanged 17
		SP:Iteration 41Q (4578.550000 sec): 3 clusters
  Score: Raw -12775777.383985 + Penalty 3784.903014 = -12771992.480971
  nChanged 16
		SP:Iteration 42Q (4579.240000 sec): 3 clusters
  Score: Raw -12775778.793418 + Penalty 3784.903014 = -12771993.890404
  nChanged 12
		SP:Iteration 43Q (4579.930000 sec): 3 clusters
  Score: Raw -12775779.649224 + Penalty 3784.903014 = -12771994.746210
  nChanged 13
		SP:Iteration 44Q (4580.580000 sec): 3 clusters
  Score: Raw -12775780.602104 + Penalty 3784.903014 = -12771995.699091
  nChanged 9
		SP:Iteration 45Q (4581.170000 sec): 3 clusters
  Score: Raw -12775781.257949 + Penalty 3784.903014 = -12771996.354935
  nChanged 5
		SP:Iteration 46Q (4581.860000 sec): 3 clusters
  Score: Raw -12775781.545277 + Penalty 3784.903014 = -12771996.642263
  nChanged 6
		SP:Iteration 47Q (4582.490000 sec): 3 clusters
  Score: Raw -12775781.884721 + Penalty 3784.903014 = -12771996.981707
  nChanged 4
		SP:Iteration 48Q (4583.170000 sec): 3 clusters
  Score: Raw -12775782.113966 + Penalty 3784.903014 = -12771997.210952
  nChanged 2
		SP:Iteration 49Q (4583.870000 sec): 3 clusters
  Score: Raw -12775782.181195 + Penalty 3784.903014 = -12771997.278182
  nChanged 2
		SP:Iteration 50Q (4584.510000 sec): 3 clusters
  Score: Raw -12775782.240267 + Penalty 3784.903014 = -12771997.337253
  nChanged 1
		SP:Iteration 51Q (4585.210000 sec): 3 clusters
  Score: Raw -12775782.276506 + Penalty 3784.903014 = -12771997.373493
  nChanged 0
		SP:Iteration 52F (4585.860000 sec): 3 clusters
  Score: Raw -12775782.276506 + Penalty 3784.903014 = -12771997.373493
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4586.040000 sec): 2 clusters
  Score: Raw -1874303.172403 + Penalty 1575.665306 = -1872727.507097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4586.280000 sec): 3 clusters
  Score: Raw -1864578.308289 + Penalty 3151.330611 = -1861426.977678
  nChanged 7344
		SP:Iteration 1F (4586.560000 sec): 3 clusters
  Score: Raw -1868681.843600 + Penalty 3151.330611 = -1865530.512988
  nChanged 1114
		SP:Iteration 2F (4586.770000 sec): 3 clusters
  Score: Raw -1869359.656343 + Penalty 3151.330611 = -1866208.325731
  nChanged 1248
		SP:Iteration 3F (4587.020000 sec): 3 clusters
  Score: Raw -1870340.290715 + Penalty 3151.330611 = -1867188.960104
  nChanged 1358
		SP:Iteration 4F (4587.240000 sec): 3 clusters
  Score: Raw -1871544.686680 + Penalty 3151.330611 = -1868393.356069
  nChanged 1315
		SP:Iteration 5F (4587.470000 sec): 3 clusters
  Score: Raw -1872684.840541 + Penalty 3151.330611 = -1869533.509930
  nChanged 1139
		SP:Iteration 6F (4587.720000 sec): 3 clusters
  Score: Raw -1873564.301882 + Penalty 3151.330611 = -1870412.971271
  nChanged 824
		SP:Iteration 7F (4587.940000 sec): 3 clusters
  Score: Raw -1874108.089159 + Penalty 3151.330611 = -1870956.758548
  nChanged 614
		SP:Iteration 8Q (4588.170000 sec): 3 clusters
  Score: Raw -1874488.229286 + Penalty 3151.330611 = -1871336.898674
  nChanged 477
		SP:Iteration 9Q (4588.390000 sec): 3 clusters
  Score: Raw -1874780.037302 + Penalty 3151.330611 = -1871628.706691
  nChanged 380
		SP:Iteration 10Q (4588.630000 sec): 3 clusters
  Score: Raw -1875022.751985 + Penalty 3151.330611 = -1871871.421373
  nChanged 305
		SP:Iteration 11Q (4588.850000 sec): 3 clusters
  Score: Raw -1875200.179816 + Penalty 3151.330611 = -1872048.849205
  nChanged 233
		SP:Iteration 12Q (4589.090000 sec): 3 clusters
  Score: Raw -1875334.144899 + Penalty 3151.330611 = -1872182.814287
  nChanged 177
		SP:Iteration 13Q (4589.310000 sec): 3 clusters
  Score: Raw -1875425.913213 + Penalty 3151.330611 = -1872274.582601
  nChanged 136
		SP:Iteration 14Q (4589.530000 sec): 3 clusters
  Score: Raw -1875496.283341 + Penalty 3151.330611 = -1872344.952730
  nChanged 114
		SP:Iteration 15Q (4589.790000 sec): 3 clusters
  Score: Raw -1875539.634789 + Penalty 3151.330611 = -1872388.304178
  nChanged 73
		SP:Iteration 16Q (4590.000000 sec): 3 clusters
  Score: Raw -1875561.889088 + Penalty 3151.330611 = -1872410.558477
  nChanged 53
		SP:Iteration 17Q (4590.240000 sec): 3 clusters
  Score: Raw -1875576.657089 + Penalty 3151.330611 = -1872425.326477
  nChanged 44
		SP:Iteration 18Q (4590.480000 sec): 3 clusters
  Score: Raw -1875587.012294 + Penalty 3151.330611 = -1872435.681683
  nChanged 32
		SP:Iteration 19Q (4590.720000 sec): 3 clusters
  Score: Raw -1875593.164567 + Penalty 3151.330611 = -1872441.833956
  nChanged 18
		SP:Iteration 20F (4590.990000 sec): 3 clusters
  Score: Raw -1875597.512505 + Penalty 3151.330611 = -1872446.181894
  nChanged 21
		SP:Iteration 21Q (4591.260000 sec): 3 clusters
  Score: Raw -1875601.606154 + Penalty 3151.330611 = -1872450.275543
  nChanged 14
		SP:Iteration 22Q (4591.520000 sec): 3 clusters
  Score: Raw -1875604.827675 + Penalty 3151.330611 = -1872453.497064
  nChanged 9
		SP:Iteration 23Q (4591.760000 sec): 3 clusters
  Score: Raw -1875606.734630 + Penalty 3151.330611 = -1872455.404019
  nChanged 13
		SP:Iteration 24Q (4592.000000 sec): 3 clusters
  Score: Raw -1875608.837019 + Penalty 3151.330611 = -1872457.506407
  nChanged 12
		SP:Iteration 25Q (4592.280000 sec): 3 clusters
  Score: Raw -1875611.510554 + Penalty 3151.330611 = -1872460.179943
  nChanged 20
		SP:Iteration 26Q (4592.480000 sec): 3 clusters
  Score: Raw -1875615.923313 + Penalty 3151.330611 = -1872464.592702
  nChanged 20
		SP:Iteration 27Q (4592.710000 sec): 3 clusters
  Score: Raw -1875619.229030 + Penalty 3151.330611 = -1872467.898418
  nChanged 14
		SP:Iteration 28Q (4592.950000 sec): 3 clusters
  Score: Raw -1875622.422345 + Penalty 3151.330611 = -1872471.091733
  nChanged 13
		SP:Iteration 29Q (4593.170000 sec): 3 clusters
  Score: Raw -1875624.930475 + Penalty 3151.330611 = -1872473.599863
  nChanged 9
		SP:Iteration 30Q (4593.380000 sec): 3 clusters
  Score: Raw -1875626.136800 + Penalty 3151.330611 = -1872474.806189
  nChanged 10
		SP:Iteration 31Q (4593.640000 sec): 3 clusters
  Score: Raw -1875627.312687 + Penalty 3151.330611 = -1872475.982076
  nChanged 10
		SP:Iteration 32Q (4593.860000 sec): 3 clusters
  Score: Raw -1875628.798393 + Penalty 3151.330611 = -1872477.467782
  nChanged 8
		SP:Iteration 33Q (4594.100000 sec): 3 clusters
  Score: Raw -1875629.817764 + Penalty 3151.330611 = -1872478.487153
  nChanged 6
		SP:Iteration 34Q (4594.340000 sec): 3 clusters
  Score: Raw -1875630.714742 + Penalty 3151.330611 = -1872479.384131
  nChanged 4
		SP:Iteration 35Q (4594.590000 sec): 3 clusters
  Score: Raw -1875631.162495 + Penalty 3151.330611 = -1872479.831884
  nChanged 3
		SP:Iteration 36Q (4594.800000 sec): 3 clusters
  Score: Raw -1875631.666887 + Penalty 3151.330611 = -1872480.336276
  nChanged 4
		SP:Iteration 37Q (4595.010000 sec): 3 clusters
  Score: Raw -1875632.400471 + Penalty 3151.330611 = -1872481.069860
  nChanged 6
		SP:Iteration 38Q (4595.240000 sec): 3 clusters
  Score: Raw -1875633.225517 + Penalty 3151.330611 = -1872481.894905
  nChanged 5
		SP:Iteration 39Q (4595.540000 sec): 3 clusters
  Score: Raw -1875633.958039 + Penalty 3151.330611 = -1872482.627428
  nChanged 2
		SP:Iteration 40F (4595.730000 sec): 3 clusters
  Score: Raw -1875634.089362 + Penalty 3151.330611 = -1872482.758751
  nChanged 2
		SP:Iteration 41Q (4595.960000 sec): 3 clusters
  Score: Raw -1875634.325559 + Penalty 3151.330611 = -1872482.994947
  nChanged 1
		SP:Iteration 42Q (4596.190000 sec): 3 clusters
  Score: Raw -1875634.764472 + Penalty 3151.330611 = -1872483.433860
  nChanged 2
		SP:Iteration 43Q (4596.390000 sec): 3 clusters
  Score: Raw -1875635.523116 + Penalty 3151.330611 = -1872484.192504
  nChanged 5
		SP:Iteration 44Q (4596.650000 sec): 3 clusters
  Score: Raw -1875636.321402 + Penalty 3151.330611 = -1872484.990790
  nChanged 2
		SP:Iteration 45Q (4596.880000 sec): 3 clusters
  Score: Raw -1875636.610669 + Penalty 3151.330611 = -1872485.280057
  nChanged 3
		SP:Iteration 46Q (4597.100000 sec): 3 clusters
  Score: Raw -1875637.117094 + Penalty 3151.330611 = -1872485.786483
  nChanged 3
		SP:Iteration 47Q (4597.310000 sec): 3 clusters
  Score: Raw -1875637.637950 + Penalty 3151.330611 = -1872486.307338
  nChanged 2
		SP:Iteration 48Q (4597.540000 sec): 3 clusters
  Score: Raw -1875638.282950 + Penalty 3151.330611 = -1872486.952339
  nChanged 1
		SP:Iteration 49Q (4597.780000 sec): 3 clusters
  Score: Raw -1875638.485370 + Penalty 3151.330611 = -1872487.154759
  nChanged 0
		SP:Iteration 50F (4598.040000 sec): 3 clusters
  Score: Raw -1875638.485370 + Penalty 3151.330611 = -1872487.154759
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (1265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4598.160000 sec): 2 clusters
  Score: Raw -130679.839970 + Penalty 1160.709453 = -129519.130517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4598.340000 sec): 3 clusters
  Score: Raw -130334.103709 + Penalty 2321.418905 = -128012.684803
  nChanged 449
		SP:Iteration 1F (4598.500000 sec): 3 clusters
  Score: Raw -131215.384733 + Penalty 2321.418905 = -128893.965827
  nChanged 239
		SP:Iteration 2F (4598.660000 sec): 3 clusters
  Score: Raw -132574.296979 + Penalty 2321.418905 = -130252.878074
  nChanged 195
		SP:Iteration 3F (4598.810000 sec): 3 clusters
  Score: Raw -134880.578696 + Penalty 2321.418905 = -132559.159791
  nChanged 77
		SP:Iteration 4F (4598.970000 sec): 3 clusters
  Score: Raw -135116.716953 + Penalty 2321.418905 = -132795.298047
  nChanged 27
		SP:Iteration 5Q (4599.190000 sec): 3 clusters
  Score: Raw -135181.090292 + Penalty 2321.418905 = -132859.671386
  nChanged 14
		SP:Iteration 6Q (4599.340000 sec): 3 clusters
  Score: Raw -135211.780615 + Penalty 2321.418905 = -132890.361710
  nChanged 5
		SP:Iteration 7Q (4599.520000 sec): 3 clusters
  Score: Raw -135218.662529 + Penalty 2321.418905 = -132897.243624
  nChanged 2
		SP:Iteration 8Q (4599.660000 sec): 3 clusters
  Score: Raw -135222.216824 + Penalty 2321.418905 = -132900.797919
  nChanged 2
		SP:Iteration 9Q (4599.840000 sec): 3 clusters
  Score: Raw -135223.852522 + Penalty 2321.418905 = -132902.433617
  nChanged 1
		SP:Iteration 10Q (4599.980000 sec): 3 clusters
  Score: Raw -135224.955677 + Penalty 2321.418905 = -132903.536772
  nChanged 2
		SP:Iteration 11Q (4600.140000 sec): 3 clusters
  Score: Raw -135228.588356 + Penalty 2321.418905 = -132907.169450
  nChanged 3
		SP:Iteration 12Q (4600.330000 sec): 3 clusters
  Score: Raw -135232.974270 + Penalty 2321.418905 = -132911.555365
  nChanged 3
		SP:Iteration 13Q (4600.450000 sec): 3 clusters
  Score: Raw -135237.593793 + Penalty 2321.418905 = -132916.174887
  nChanged 3
		SP:Iteration 14Q (4600.650000 sec): 3 clusters
  Score: Raw -135240.545146 + Penalty 2321.418905 = -132919.126240
  nChanged 0
		SP:Iteration 15F (4600.770000 sec): 3 clusters
  Score: Raw -135240.724690 + Penalty 2321.418905 = -132919.305784
  nChanged 1
		SP:Iteration 16Q (4600.940000 sec): 3 clusters
  Score: Raw -135244.229086 + Penalty 2321.418905 = -132922.810181
  nChanged 1
		SP:Iteration 17Q (4601.090000 sec): 3 clusters
  Score: Raw -135246.390216 + Penalty 2321.418905 = -132924.971311
  nChanged 0
		SP:Iteration 18F (4601.270000 sec): 3 clusters
  Score: Raw -135246.390216 + Penalty 2321.418905 = -132924.971311
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (1882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4601.430000 sec): 2 clusters
  Score: Raw -199403.229735 + Penalty 1225.264677 = -198177.965058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4601.550000 sec): 3 clusters
  Score: Raw -198808.708103 + Penalty 2450.529354 = -196358.178749
  nChanged 691
		SP:Iteration 1F (4601.690000 sec): 3 clusters
  Score: Raw -200425.872810 + Penalty 2450.529354 = -197975.343456
  nChanged 279
		SP:Iteration 2F (4601.870000 sec): 3 clusters
  Score: Raw -201527.336290 + Penalty 2450.529354 = -199076.806936
  nChanged 159
		SP:Iteration 3F (4602.030000 sec): 3 clusters
  Score: Raw -202410.246507 + Penalty 2450.529354 = -199959.717153
  nChanged 96
		SP:Iteration 4F (4602.190000 sec): 3 clusters
  Score: Raw -202711.149895 + Penalty 2450.529354 = -200260.620541
  nChanged 69
		SP:Iteration 5Q (4602.350000 sec): 3 clusters
  Score: Raw -202841.573383 + Penalty 2450.529354 = -200391.044029
  nChanged 44
		SP:Iteration 6Q (4602.520000 sec): 3 clusters
  Score: Raw -202923.030223 + Penalty 2450.529354 = -200472.500869
  nChanged 31
		SP:Iteration 7Q (4602.670000 sec): 3 clusters
  Score: Raw -202974.209765 + Penalty 2450.529354 = -200523.680411
  nChanged 24
		SP:Iteration 8Q (4602.820000 sec): 3 clusters
  Score: Raw -203024.017421 + Penalty 2450.529354 = -200573.488067
  nChanged 25
		SP:Iteration 9Q (4603.010000 sec): 3 clusters
  Score: Raw -203091.994466 + Penalty 2450.529354 = -200641.465112
  nChanged 21
		SP:Iteration 10Q (4603.170000 sec): 3 clusters
  Score: Raw -203133.353955 + Penalty 2450.529354 = -200682.824601
  nChanged 8
		SP:Iteration 11Q (4603.310000 sec): 3 clusters
  Score: Raw -203152.377919 + Penalty 2450.529354 = -200701.848564
  nChanged 6
		SP:Iteration 12Q (4603.480000 sec): 3 clusters
  Score: Raw -203165.156650 + Penalty 2450.529354 = -200714.627296
  nChanged 2
		SP:Iteration 13Q (4603.640000 sec): 3 clusters
  Score: Raw -203165.791296 + Penalty 2450.529354 = -200715.261942
  nChanged 0
		SP:Iteration 14F (4603.840000 sec): 3 clusters
  Score: Raw -203168.357555 + Penalty 2450.529354 = -200717.828201
  nChanged 2
		SP:Iteration 15Q (4603.990000 sec): 3 clusters
  Score: Raw -203179.032015 + Penalty 2450.529354 = -200728.502661
  nChanged 2
		SP:Iteration 16Q (4604.170000 sec): 3 clusters
  Score: Raw -203185.720835 + Penalty 2450.529354 = -200735.191481
  nChanged 3
		SP:Iteration 17Q (4604.340000 sec): 3 clusters
  Score: Raw -203194.176707 + Penalty 2450.529354 = -200743.647353
  nChanged 4
		SP:Iteration 18Q (4604.510000 sec): 3 clusters
  Score: Raw -203202.716293 + Penalty 2450.529354 = -200752.186939
  nChanged 1
		SP:Iteration 19Q (4604.670000 sec): 3 clusters
  Score: Raw -203202.831923 + Penalty 2450.529354 = -200752.302569
  nChanged 0
		SP:Iteration 20F (4604.860000 sec): 3 clusters
  Score: Raw -203202.831923 + Penalty 2450.529354 = -200752.302569
  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 14.55 GB.

 Trying to split cluster 13 (340186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4606.320000 sec): 2 clusters
  Score: Raw -41354167.018249 + Penalty 2069.802768 = -41352097.215480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4608.200000 sec): 3 clusters
  Score: Raw -41126184.914210 + Penalty 4139.605537 = -41122045.308673
  nChanged 166278
		SP:Iteration 1F (4609.680000 sec): 3 clusters
  Score: Raw -41228290.132959 + Penalty 4139.605537 = -41224150.527422
  nChanged 13876
		SP:Iteration 2Q (4611.240000 sec): 3 clusters
  Score: Raw -41235307.952612 + Penalty 4139.605537 = -41231168.347075
  nChanged 21969
		SP:Iteration 3F (4612.740000 sec): 3 clusters
  Score: Raw -41254825.525503 + Penalty 4139.605537 = -41250685.919966
  nChanged 33263
		SP:Iteration 4F (4614.200000 sec): 3 clusters
  Score: Raw -41294268.987955 + Penalty 4139.605537 = -41290129.382418
  nChanged 38620
		SP:Iteration 5F (4615.760000 sec): 3 clusters
  Score: Raw -41336972.219027 + Penalty 4139.605537 = -41332832.613491
  nChanged 29300
		SP:Iteration 6F (4617.280000 sec): 3 clusters
  Score: Raw -41366096.932493 + Penalty 4139.605537 = -41361957.326956
  nChanged 16218
		SP:Iteration 7Q (4618.890000 sec): 3 clusters
  Score: Raw -41383115.259437 + Penalty 4139.605537 = -41378975.653900
  nChanged 8519
		SP:Iteration 8Q (4620.370000 sec): 3 clusters
  Score: Raw -41391459.142916 + Penalty 4139.605537 = -41387319.537379
  nChanged 5590
		SP:Iteration 9Q (4621.790000 sec): 3 clusters
  Score: Raw -41396108.480925 + Penalty 4139.605537 = -41391968.875388
  nChanged 4304
		SP:Iteration 10Q (4623.170000 sec): 3 clusters
  Score: Raw -41399179.545726 + Penalty 4139.605537 = -41395039.940189
  nChanged 3422
		SP:Iteration 11Q (4624.560000 sec): 3 clusters
  Score: Raw -41401360.768755 + Penalty 4139.605537 = -41397221.163218
  nChanged 2550
		SP:Iteration 12Q (4625.930000 sec): 3 clusters
  Score: Raw -41402689.236892 + Penalty 4139.605537 = -41398549.631355
  nChanged 1851
		SP:Iteration 13Q (4627.290000 sec): 3 clusters
  Score: Raw -41403390.547726 + Penalty 4139.605537 = -41399250.942189
  nChanged 1312
		SP:Iteration 14Q (4628.670000 sec): 3 clusters
  Score: Raw -41403734.639018 + Penalty 4139.605537 = -41399595.033481
  nChanged 940
		SP:Iteration 15Q (4630.200000 sec): 3 clusters
  Score: Raw -41403913.428982 + Penalty 4139.605537 = -41399773.823445
  nChanged 658
		SP:Iteration 16Q (4631.600000 sec): 3 clusters
  Score: Raw -41404000.912548 + Penalty 4139.605537 = -41399861.307011
  nChanged 449
		SP:Iteration 17Q (4632.960000 sec): 3 clusters
  Score: Raw -41404043.434070 + Penalty 4139.605537 = -41399903.828533
  nChanged 316
		SP:Iteration 18Q (4634.330000 sec): 3 clusters
  Score: Raw -41404065.552709 + Penalty 4139.605537 = -41399925.947172
  nChanged 232
		SP:Iteration 19Q (4635.770000 sec): 3 clusters
  Score: Raw -41404076.724586 + Penalty 4139.605537 = -41399937.119049
  nChanged 135
		SP:Iteration 20F (4637.190000 sec): 3 clusters
  Score: Raw -41404080.804390 + Penalty 4139.605537 = -41399941.198853
  nChanged 79
		SP:Iteration 21Q (4638.820000 sec): 3 clusters
  Score: Raw -41404082.660567 + Penalty 4139.605537 = -41399943.055030
  nChanged 59
		SP:Iteration 22Q (4640.460000 sec): 3 clusters
  Score: Raw -41404083.787451 + Penalty 4139.605537 = -41399944.181914
  nChanged 44
		SP:Iteration 23Q (4642.020000 sec): 3 clusters
  Score: Raw -41404084.493641 + Penalty 4139.605537 = -41399944.888104
  nChanged 30
		SP:Iteration 24Q (4643.380000 sec): 3 clusters
  Score: Raw -41404084.846560 + Penalty 4139.605537 = -41399945.241023
  nChanged 16
		SP:Iteration 25Q (4644.750000 sec): 3 clusters
  Score: Raw -41404085.089255 + Penalty 4139.605537 = -41399945.483718
  nChanged 13
		SP:Iteration 26Q (4646.110000 sec): 3 clusters
  Score: Raw -41404085.225283 + Penalty 4139.605537 = -41399945.619746
  nChanged 3
		SP:Iteration 27Q (4647.450000 sec): 3 clusters
  Score: Raw -41404085.258148 + Penalty 4139.605537 = -41399945.652611
  nChanged 0
		SP:Iteration 28F (4648.940000 sec): 3 clusters
  Score: Raw -41404085.258148 + Penalty 4139.605537 = -41399945.652611
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (58753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4649.380000 sec): 2 clusters
  Score: Raw -7099624.625510 + Penalty 1784.428343 = -7097840.197168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4649.860000 sec): 3 clusters
  Score: Raw -7062060.088133 + Penalty 3568.856686 = -7058491.231447
  nChanged 27671
		SP:Iteration 1F (4650.270000 sec): 3 clusters
  Score: Raw -7078714.155119 + Penalty 3568.856686 = -7075145.298433
  nChanged 2900
		SP:Iteration 2Q (4650.700000 sec): 3 clusters
  Score: Raw -7080129.523157 + Penalty 3568.856686 = -7076560.666471
  nChanged 3512
		SP:Iteration 3F (4651.120000 sec): 3 clusters
  Score: Raw -7082234.409422 + Penalty 3568.856686 = -7078665.552736
  nChanged 4280
		SP:Iteration 4F (4651.570000 sec): 3 clusters
  Score: Raw -7085227.116725 + Penalty 3568.856686 = -7081658.260039
  nChanged 4771
		SP:Iteration 5F (4652.010000 sec): 3 clusters
  Score: Raw -7089082.223868 + Penalty 3568.856686 = -7085513.367182
  nChanged 4608
		SP:Iteration 6F (4652.410000 sec): 3 clusters
  Score: Raw -7093201.855025 + Penalty 3568.856686 = -7089632.998339
  nChanged 3479
		SP:Iteration 7F (4652.860000 sec): 3 clusters
  Score: Raw -7096061.048706 + Penalty 3568.856686 = -7092492.192020
  nChanged 2126
		SP:Iteration 8Q (4653.310000 sec): 3 clusters
  Score: Raw -7097085.532865 + Penalty 3568.856686 = -7093516.676179
  nChanged 1248
		SP:Iteration 9Q (4653.780000 sec): 3 clusters
  Score: Raw -7097487.354624 + Penalty 3568.856686 = -7093918.497938
  nChanged 864
		SP:Iteration 10Q (4654.250000 sec): 3 clusters
  Score: Raw -7097750.621555 + Penalty 3568.856686 = -7094181.764869
  nChanged 772
		SP:Iteration 11Q (4654.670000 sec): 3 clusters
  Score: Raw -7097977.890788 + Penalty 3568.856686 = -7094409.034102
  nChanged 668
		SP:Iteration 12Q (4655.120000 sec): 3 clusters
  Score: Raw -7098157.791883 + Penalty 3568.856686 = -7094588.935197
  nChanged 620
		SP:Iteration 13Q (4655.520000 sec): 3 clusters
  Score: Raw -7098323.364277 + Penalty 3568.856686 = -7094754.507591
  nChanged 614
		SP:Iteration 14Q (4655.940000 sec): 3 clusters
  Score: Raw -7098475.440437 + Penalty 3568.856686 = -7094906.583751
  nChanged 630
		SP:Iteration 15Q (4656.330000 sec): 3 clusters
  Score: Raw -7098638.607945 + Penalty 3568.856686 = -7095069.751260
  nChanged 608
		SP:Iteration 16Q (4656.750000 sec): 3 clusters
  Score: Raw -7098794.388530 + Penalty 3568.856686 = -7095225.531844
  nChanged 573
		SP:Iteration 17Q (4657.170000 sec): 3 clusters
  Score: Raw -7098949.274263 + Penalty 3568.856686 = -7095380.417578
  nChanged 540
		SP:Iteration 18Q (4657.570000 sec): 3 clusters
  Score: Raw -7099100.534407 + Penalty 3568.856686 = -7095531.677722
  nChanged 542
		SP:Iteration 19Q (4658.030000 sec): 3 clusters
  Score: Raw -7099248.975657 + Penalty 3568.856686 = -7095680.118971
  nChanged 498
		SP:Iteration 20F (4658.450000 sec): 3 clusters
  Score: Raw -7099387.400527 + Penalty 3568.856686 = -7095818.543841
  nChanged 476
		SP:Iteration 21Q (4658.850000 sec): 3 clusters
  Score: Raw -7099535.365094 + Penalty 3568.856686 = -7095966.508408
  nChanged 463
		SP:Iteration 22Q (4659.290000 sec): 3 clusters
  Score: Raw -7099694.302874 + Penalty 3568.856686 = -7096125.446188
  nChanged 463
		SP:Iteration 23Q (4659.680000 sec): 3 clusters
  Score: Raw -7099869.037650 + Penalty 3568.856686 = -7096300.180965
  nChanged 420
		SP:Iteration 24Q (4660.070000 sec): 3 clusters
  Score: Raw -7100026.989825 + Penalty 3568.856686 = -7096458.133140
  nChanged 401
		SP:Iteration 25Q (4660.460000 sec): 3 clusters
  Score: Raw -7100165.152161 + Penalty 3568.856686 = -7096596.295476
  nChanged 357
		SP:Iteration 26Q (4660.900000 sec): 3 clusters
  Score: Raw -7100289.018617 + Penalty 3568.856686 = -7096720.161931
  nChanged 366
		SP:Iteration 27Q (4661.310000 sec): 3 clusters
  Score: Raw -7100406.278630 + Penalty 3568.856686 = -7096837.421944
  nChanged 329
		SP:Iteration 28Q (4661.760000 sec): 3 clusters
  Score: Raw -7100511.812051 + Penalty 3568.856686 = -7096942.955366
  nChanged 279
		SP:Iteration 29Q (4662.210000 sec): 3 clusters
  Score: Raw -7100593.368912 + Penalty 3568.856686 = -7097024.512226
  nChanged 251
		SP:Iteration 30Q (4662.640000 sec): 3 clusters
  Score: Raw -7100661.971234 + Penalty 3568.856686 = -7097093.114549
  nChanged 226
		SP:Iteration 31Q (4663.090000 sec): 3 clusters
  Score: Raw -7100727.415208 + Penalty 3568.856686 = -7097158.558523
  nChanged 200
		SP:Iteration 32Q (4663.580000 sec): 3 clusters
  Score: Raw -7100785.475830 + Penalty 3568.856686 = -7097216.619145
  nChanged 178
		SP:Iteration 33Q (4664.060000 sec): 3 clusters
  Score: Raw -7100827.369489 + Penalty 3568.856686 = -7097258.512804
  nChanged 144
		SP:Iteration 34Q (4664.490000 sec): 3 clusters
  Score: Raw -7100856.346703 + Penalty 3568.856686 = -7097287.490017
  nChanged 136
		SP:Iteration 35Q (4664.900000 sec): 3 clusters
  Score: Raw -7100885.249042 + Penalty 3568.856686 = -7097316.392356
  nChanged 114
		SP:Iteration 36Q (4665.360000 sec): 3 clusters
  Score: Raw -7100903.999867 + Penalty 3568.856686 = -7097335.143182
  nChanged 81
		SP:Iteration 37Q (4665.790000 sec): 3 clusters
  Score: Raw -7100916.251159 + Penalty 3568.856686 = -7097347.394473
  nChanged 80
		SP:Iteration 38Q (4666.190000 sec): 3 clusters
  Score: Raw -7100926.856060 + Penalty 3568.856686 = -7097357.999374
  nChanged 66
		SP:Iteration 39Q (4666.640000 sec): 3 clusters
  Score: Raw -7100936.136500 + Penalty 3568.856686 = -7097367.279815
  nChanged 63
		SP:Iteration 40F (4667.090000 sec): 3 clusters
  Score: Raw -7100943.821109 + Penalty 3568.856686 = -7097374.964423
  nChanged 53
		SP:Iteration 41Q (4667.490000 sec): 3 clusters
  Score: Raw -7100951.705220 + Penalty 3568.856686 = -7097382.848534
  nChanged 68
		SP:Iteration 42Q (4667.930000 sec): 3 clusters
  Score: Raw -7100960.780009 + Penalty 3568.856686 = -7097391.923323
  nChanged 57
		SP:Iteration 43Q (4668.370000 sec): 3 clusters
  Score: Raw -7100968.883712 + Penalty 3568.856686 = -7097400.027026
  nChanged 51
		SP:Iteration 44Q (4668.830000 sec): 3 clusters
  Score: Raw -7100974.734913 + Penalty 3568.856686 = -7097405.878227
  nChanged 43
		SP:Iteration 45Q (4669.250000 sec): 3 clusters
  Score: Raw -7100978.834451 + Penalty 3568.856686 = -7097409.977765
  nChanged 35
		SP:Iteration 46Q (4669.700000 sec): 3 clusters
  Score: Raw -7100982.571339 + Penalty 3568.856686 = -7097413.714653
  nChanged 38
		SP:Iteration 47Q (4670.170000 sec): 3 clusters
  Score: Raw -7100987.567924 + Penalty 3568.856686 = -7097418.711238
  nChanged 32
		SP:Iteration 48Q (4670.640000 sec): 3 clusters
  Score: Raw -7100991.225727 + Penalty 3568.856686 = -7097422.369041
  nChanged 38
		SP:Iteration 49Q (4671.060000 sec): 3 clusters
  Score: Raw -7100996.620703 + Penalty 3568.856686 = -7097427.764018
  nChanged 41
		SP:Iteration 50Q (4671.470000 sec): 3 clusters
  Score: Raw -7101002.706358 + Penalty 3568.856686 = -7097433.849673
  nChanged 44
		SP:Iteration 51Q (4671.930000 sec): 3 clusters
  Score: Raw -7101008.642618 + Penalty 3568.856686 = -7097439.785932
  nChanged 37
		SP:Iteration 52Q (4672.350000 sec): 3 clusters
  Score: Raw -7101011.856019 + Penalty 3568.856686 = -7097442.999334
  nChanged 22
		SP:Iteration 53Q (4672.770000 sec): 3 clusters
  Score: Raw -7101013.572724 + Penalty 3568.856686 = -7097444.716038
  nChanged 12
		SP:Iteration 54Q (4673.210000 sec): 3 clusters
  Score: Raw -7101014.856345 + Penalty 3568.856686 = -7097445.999659
  nChanged 11
		SP:Iteration 55Q (4673.610000 sec): 3 clusters
  Score: Raw -7101015.705694 + Penalty 3568.856686 = -7097446.849009
  nChanged 10
		SP:Iteration 56Q (4674.020000 sec): 3 clusters
  Score: Raw -7101016.596875 + Penalty 3568.856686 = -7097447.740190
  nChanged 8
		SP:Iteration 57Q (4674.400000 sec): 3 clusters
  Score: Raw -7101016.992013 + Penalty 3568.856686 = -7097448.135327
  nChanged 3
		SP:Iteration 58Q (4674.850000 sec): 3 clusters
  Score: Raw -7101017.157186 + Penalty 3568.856686 = -7097448.300501
  nChanged 5
		SP:Iteration 59Q (4675.260000 sec): 3 clusters
  Score: Raw -7101017.380092 + Penalty 3568.856686 = -7097448.523406
  nChanged 7
		SP:Iteration 60F (4675.700000 sec): 3 clusters
  Score: Raw -7101017.895792 + Penalty 3568.856686 = -7097449.039107
  nChanged 4
		SP:Iteration 61Q (4676.150000 sec): 3 clusters
  Score: Raw -7101018.222564 + Penalty 3568.856686 = -7097449.365878
  nChanged 3
		SP:Iteration 62Q (4676.550000 sec): 3 clusters
  Score: Raw -7101018.596046 + Penalty 3568.856686 = -7097449.739360
  nChanged 4
		SP:Iteration 63Q (4677.000000 sec): 3 clusters
  Score: Raw -7101018.809486 + Penalty 3568.856686 = -7097449.952800
  nChanged 4
		SP:Iteration 64Q (4677.420000 sec): 3 clusters
  Score: Raw -7101019.129822 + Penalty 3568.856686 = -7097450.273136
  nChanged 1
		SP:Iteration 65Q (4677.860000 sec): 3 clusters
  Score: Raw -7101019.194769 + Penalty 3568.856686 = -7097450.338084
  nChanged 1
		SP:Iteration 66Q (4678.250000 sec): 3 clusters
  Score: Raw -7101019.260233 + Penalty 3568.856686 = -7097450.403547
  nChanged 1
		SP:Iteration 67Q (4678.650000 sec): 3 clusters
  Score: Raw -7101019.354504 + Penalty 3568.856686 = -7097450.497818
  nChanged 2
		SP:Iteration 68Q (4679.030000 sec): 3 clusters
  Score: Raw -7101019.441734 + Penalty 3568.856686 = -7097450.585048
  nChanged 1
		SP:Iteration 69Q (4679.420000 sec): 3 clusters
  Score: Raw -7101019.514370 + Penalty 3568.856686 = -7097450.657685
  nChanged 3
		SP:Iteration 70Q (4679.830000 sec): 3 clusters
  Score: Raw -7101019.627531 + Penalty 3568.856686 = -7097450.770846
  nChanged 1
		SP:Iteration 71Q (4680.240000 sec): 3 clusters
  Score: Raw -7101019.671570 + Penalty 3568.856686 = -7097450.814884
  nChanged 0
		SP:Iteration 72F (4680.650000 sec): 3 clusters
  Score: Raw -7101019.671570 + Penalty 3568.856686 = -7097450.814884
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (29182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4680.860000 sec): 2 clusters
  Score: Raw -3576005.018430 + Penalty 1670.712446 = -3574334.305984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4681.170000 sec): 3 clusters
  Score: Raw -3557938.769680 + Penalty 3341.424892 = -3554597.344788
  nChanged 13546
		SP:Iteration 1F (4681.530000 sec): 3 clusters
  Score: Raw -3565726.033029 + Penalty 3341.424892 = -3562384.608138
  nChanged 1885
		SP:Iteration 2F (4681.840000 sec): 3 clusters
  Score: Raw -3566808.824105 + Penalty 3341.424892 = -3563467.399213
  nChanged 2217
		SP:Iteration 3F (4682.170000 sec): 3 clusters
  Score: Raw -3568354.961950 + Penalty 3341.424892 = -3565013.537058
  nChanged 2376
		SP:Iteration 4F (4682.530000 sec): 3 clusters
  Score: Raw -3570187.344591 + Penalty 3341.424892 = -3566845.919699
  nChanged 2210
		SP:Iteration 5F (4682.840000 sec): 3 clusters
  Score: Raw -3571948.861732 + Penalty 3341.424892 = -3568607.436840
  nChanged 1738
		SP:Iteration 6F (4683.130000 sec): 3 clusters
  Score: Raw -3573281.252512 + Penalty 3341.424892 = -3569939.827620
  nChanged 1245
		SP:Iteration 7Q (4683.430000 sec): 3 clusters
  Score: Raw -3574209.644027 + Penalty 3341.424892 = -3570868.219135
  nChanged 904
		SP:Iteration 8Q (4683.760000 sec): 3 clusters
  Score: Raw -3574901.024606 + Penalty 3341.424892 = -3571559.599714
  nChanged 620
		SP:Iteration 9Q (4684.090000 sec): 3 clusters
  Score: Raw -3575392.098529 + Penalty 3341.424892 = -3572050.673637
  nChanged 416
		SP:Iteration 10Q (4684.390000 sec): 3 clusters
  Score: Raw -3575707.434250 + Penalty 3341.424892 = -3572366.009358
  nChanged 274
		SP:Iteration 11Q (4684.690000 sec): 3 clusters
  Score: Raw -3575911.574985 + Penalty 3341.424892 = -3572570.150093
  nChanged 185
		SP:Iteration 12Q (4684.970000 sec): 3 clusters
  Score: Raw -3576045.785570 + Penalty 3341.424892 = -3572704.360678
  nChanged 97
		SP:Iteration 13Q (4685.300000 sec): 3 clusters
  Score: Raw -3576111.828667 + Penalty 3341.424892 = -3572770.403775
  nChanged 66
		SP:Iteration 14Q (4685.630000 sec): 3 clusters
  Score: Raw -3576156.386291 + Penalty 3341.424892 = -3572814.961399
  nChanged 45
		SP:Iteration 15Q (4685.910000 sec): 3 clusters
  Score: Raw -3576187.502388 + Penalty 3341.424892 = -3572846.077496
  nChanged 29
		SP:Iteration 16Q (4686.250000 sec): 3 clusters
  Score: Raw -3576213.176377 + Penalty 3341.424892 = -3572871.751485
  nChanged 32
		SP:Iteration 17Q (4686.490000 sec): 3 clusters
  Score: Raw -3576235.265198 + Penalty 3341.424892 = -3572893.840306
  nChanged 16
		SP:Iteration 18Q (4686.810000 sec): 3 clusters
  Score: Raw -3576246.118778 + Penalty 3341.424892 = -3572904.693886
  nChanged 13
		SP:Iteration 19Q (4687.130000 sec): 3 clusters
  Score: Raw -3576254.392061 + Penalty 3341.424892 = -3572912.967169
  nChanged 10
		SP:Iteration 20F (4687.510000 sec): 3 clusters
  Score: Raw -3576260.158063 + Penalty 3341.424892 = -3572918.733171
  nChanged 7
		SP:Iteration 21Q (4687.870000 sec): 3 clusters
  Score: Raw -3576263.978099 + Penalty 3341.424892 = -3572922.553207
  nChanged 9
		SP:Iteration 22Q (4688.160000 sec): 3 clusters
  Score: Raw -3576268.631497 + Penalty 3341.424892 = -3572927.206605
  nChanged 8
		SP:Iteration 23Q (4688.520000 sec): 3 clusters
  Score: Raw -3576274.084805 + Penalty 3341.424892 = -3572932.659913
  nChanged 6
		SP:Iteration 24Q (4688.830000 sec): 3 clusters
  Score: Raw -3576276.795216 + Penalty 3341.424892 = -3572935.370324
  nChanged 2
		SP:Iteration 25Q (4689.090000 sec): 3 clusters
  Score: Raw -3576277.871204 + Penalty 3341.424892 = -3572936.446312
  nChanged 4
		SP:Iteration 26Q (4689.420000 sec): 3 clusters
  Score: Raw -3576278.842915 + Penalty 3341.424892 = -3572937.418023
  nChanged 1
		SP:Iteration 27Q (4689.720000 sec): 3 clusters
  Score: Raw -3576279.367598 + Penalty 3341.424892 = -3572937.942707
  nChanged 1
		SP:Iteration 28Q (4690.040000 sec): 3 clusters
  Score: Raw -3576279.657258 + Penalty 3341.424892 = -3572938.232366
  nChanged 1
		SP:Iteration 29Q (4690.360000 sec): 3 clusters
  Score: Raw -3576280.176369 + Penalty 3341.424892 = -3572938.751477
  nChanged 0
		SP:Iteration 30F (4690.660000 sec): 3 clusters
  Score: Raw -3576280.176369 + Penalty 3341.424892 = -3572938.751477
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4690.770000 sec): 2 clusters
  Score: Raw -113955.410032 + Penalty 1148.716307 = -112806.693725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4691.010000 sec): 3 clusters
  Score: Raw -113743.367722 + Penalty 2297.432614 = -111445.935108
  nChanged 423
		SP:Iteration 1F (4691.160000 sec): 3 clusters
  Score: Raw -114431.991527 + Penalty 2297.432614 = -112134.558914
  nChanged 177
		SP:Iteration 2F (4691.310000 sec): 3 clusters
  Score: Raw -115160.306111 + Penalty 2297.432614 = -112862.873497
  nChanged 110
		SP:Iteration 3F (4691.460000 sec): 3 clusters
  Score: Raw -116055.661097 + Penalty 2297.432614 = -113758.228484
  nChanged 88
		SP:Iteration 4F (4691.620000 sec): 3 clusters
  Score: Raw -116479.541489 + Penalty 2297.432614 = -114182.108875
  nChanged 55
		SP:Iteration 5Q (4691.730000 sec): 3 clusters
  Score: Raw -116773.928862 + Penalty 2297.432614 = -114476.496248
  nChanged 47
		SP:Iteration 6Q (4691.890000 sec): 3 clusters
  Score: Raw -116968.126215 + Penalty 2297.432614 = -114670.693601
  nChanged 37
		SP:Iteration 7Q (4692.040000 sec): 3 clusters
  Score: Raw -117049.468174 + Penalty 2297.432614 = -114752.035561
  nChanged 18
		SP:Iteration 8Q (4692.140000 sec): 3 clusters
  Score: Raw -117075.492188 + Penalty 2297.432614 = -114778.059574
  nChanged 12
		SP:Iteration 9Q (4692.290000 sec): 3 clusters
  Score: Raw -117089.591299 + Penalty 2297.432614 = -114792.158686
  nChanged 6
		SP:Iteration 10Q (4692.430000 sec): 3 clusters
  Score: Raw -117097.139593 + Penalty 2297.432614 = -114799.706979
  nChanged 4
		SP:Iteration 11Q (4692.590000 sec): 3 clusters
  Score: Raw -117102.465973 + Penalty 2297.432614 = -114805.033360
  nChanged 3
		SP:Iteration 12Q (4692.740000 sec): 3 clusters
  Score: Raw -117105.792959 + Penalty 2297.432614 = -114808.360345
  nChanged 1
		SP:Iteration 13Q (4692.930000 sec): 3 clusters
  Score: Raw -117106.444540 + Penalty 2297.432614 = -114809.011926
  nChanged 1
		SP:Iteration 14Q (4693.180000 sec): 3 clusters
  Score: Raw -117107.338922 + Penalty 2297.432614 = -114809.906309
  nChanged 1
		SP:Iteration 15Q (4693.420000 sec): 3 clusters
  Score: Raw -117108.190000 + Penalty 2297.432614 = -114810.757386
  nChanged 1
		SP:Iteration 16Q (4693.650000 sec): 3 clusters
  Score: Raw -117109.144664 + Penalty 2297.432614 = -114811.712051
  nChanged 0
		SP:Iteration 17F (4693.870000 sec): 3 clusters
  Score: Raw -117113.951493 + Penalty 2297.432614 = -114816.518879
  nChanged 2
		SP:Iteration 18Q (4694.120000 sec): 3 clusters
  Score: Raw -117117.173994 + Penalty 2297.432614 = -114819.741380
  nChanged 3
		SP:Iteration 19Q (4694.300000 sec): 3 clusters
  Score: Raw -117121.940930 + Penalty 2297.432614 = -114824.508316
  nChanged 0
		SP:Iteration 20F (4694.490000 sec): 3 clusters
  Score: Raw -117121.940930 + Penalty 2297.432614 = -114824.508316
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (11302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4694.700000 sec): 2 clusters
  Score: Raw -1305701.231889 + Penalty 1516.569434 = -1304184.662454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4694.990000 sec): 3 clusters
  Score: Raw -1299187.867158 + Penalty 3033.138869 = -1296154.728289
  nChanged 4945
		SP:Iteration 1F (4695.240000 sec): 3 clusters
  Score: Raw -1301811.077842 + Penalty 3033.138869 = -1298777.938973
  nChanged 641
		SP:Iteration 2F (4695.510000 sec): 3 clusters
  Score: Raw -1302078.857163 + Penalty 3033.138869 = -1299045.718294
  nChanged 537
		SP:Iteration 3Q (4695.750000 sec): 3 clusters
  Score: Raw -1302287.639689 + Penalty 3033.138869 = -1299254.500820
  nChanged 493
		SP:Iteration 4Q (4695.920000 sec): 3 clusters
  Score: Raw -1302513.803626 + Penalty 3033.138869 = -1299480.664758
  nChanged 506
		SP:Iteration 5Q (4696.140000 sec): 3 clusters
  Score: Raw -1302740.144863 + Penalty 3033.138869 = -1299707.005994
  nChanged 511
		SP:Iteration 6Q (4696.400000 sec): 3 clusters
  Score: Raw -1303008.379721 + Penalty 3033.138869 = -1299975.240852
  nChanged 557
		SP:Iteration 7Q (4696.660000 sec): 3 clusters
  Score: Raw -1303309.119178 + Penalty 3033.138869 = -1300275.980310
  nChanged 541
		SP:Iteration 8Q (4696.860000 sec): 3 clusters
  Score: Raw -1303608.215580 + Penalty 3033.138869 = -1300575.076711
  nChanged 517
		SP:Iteration 9Q (4697.160000 sec): 3 clusters
  Score: Raw -1303911.908205 + Penalty 3033.138869 = -1300878.769336
  nChanged 500
		SP:Iteration 10Q (4697.370000 sec): 3 clusters
  Score: Raw -1304204.390084 + Penalty 3033.138869 = -1301171.251215
  nChanged 472
		SP:Iteration 11Q (4697.600000 sec): 3 clusters
  Score: Raw -1304485.798014 + Penalty 3033.138869 = -1301452.659145
  nChanged 389
		SP:Iteration 12Q (4697.970000 sec): 3 clusters
  Score: Raw -1304695.486391 + Penalty 3033.138869 = -1301662.347522
  nChanged 338
		SP:Iteration 13Q (4698.180000 sec): 3 clusters
  Score: Raw -1304881.727659 + Penalty 3033.138869 = -1301848.588791
  nChanged 283
		SP:Iteration 14Q (4698.480000 sec): 3 clusters
  Score: Raw -1305047.130510 + Penalty 3033.138869 = -1302013.991641
  nChanged 246
		SP:Iteration 15Q (4698.780000 sec): 3 clusters
  Score: Raw -1305184.699479 + Penalty 3033.138869 = -1302151.560610
  nChanged 211
		SP:Iteration 16Q (4699.040000 sec): 3 clusters
  Score: Raw -1305313.827409 + Penalty 3033.138869 = -1302280.688540
  nChanged 203
		SP:Iteration 17Q (4699.250000 sec): 3 clusters
  Score: Raw -1305440.819433 + Penalty 3033.138869 = -1302407.680564
  nChanged 182
		SP:Iteration 18Q (4699.490000 sec): 3 clusters
  Score: Raw -1305536.657137 + Penalty 3033.138869 = -1302503.518268
  nChanged 148
		SP:Iteration 19Q (4699.720000 sec): 3 clusters
  Score: Raw -1305605.743264 + Penalty 3033.138869 = -1302572.604395
  nChanged 140
		SP:Iteration 20F (4699.930000 sec): 3 clusters
  Score: Raw -1305687.009616 + Penalty 3033.138869 = -1302653.870747
  nChanged 141
		SP:Iteration 21Q (4700.170000 sec): 3 clusters
  Score: Raw -1305766.165120 + Penalty 3033.138869 = -1302733.026251
  nChanged 128
		SP:Iteration 22Q (4700.420000 sec): 3 clusters
  Score: Raw -1305825.193683 + Penalty 3033.138869 = -1302792.054814
  nChanged 94
		SP:Iteration 23Q (4700.670000 sec): 3 clusters
  Score: Raw -1305861.584137 + Penalty 3033.138869 = -1302828.445268
  nChanged 79
		SP:Iteration 24Q (4700.880000 sec): 3 clusters
  Score: Raw -1305893.767370 + Penalty 3033.138869 = -1302860.628501
  nChanged 67
		SP:Iteration 25Q (4701.120000 sec): 3 clusters
  Score: Raw -1305918.023862 + Penalty 3033.138869 = -1302884.884994
  nChanged 56
		SP:Iteration 26Q (4701.360000 sec): 3 clusters
  Score: Raw -1305936.860400 + Penalty 3033.138869 = -1302903.721531
  nChanged 62
		SP:Iteration 27Q (4701.600000 sec): 3 clusters
  Score: Raw -1305956.378781 + Penalty 3033.138869 = -1302923.239913
  nChanged 48
		SP:Iteration 28Q (4701.820000 sec): 3 clusters
  Score: Raw -1305970.482805 + Penalty 3033.138869 = -1302937.343937
  nChanged 46
		SP:Iteration 29Q (4702.030000 sec): 3 clusters
  Score: Raw -1305980.632726 + Penalty 3033.138869 = -1302947.493857
  nChanged 30
		SP:Iteration 30Q (4702.220000 sec): 3 clusters
  Score: Raw -1305988.787051 + Penalty 3033.138869 = -1302955.648182
  nChanged 33
		SP:Iteration 31Q (4702.410000 sec): 3 clusters
  Score: Raw -1305997.203841 + Penalty 3033.138869 = -1302964.064973
  nChanged 28
		SP:Iteration 32Q (4702.620000 sec): 3 clusters
  Score: Raw -1306003.923801 + Penalty 3033.138869 = -1302970.784933
  nChanged 24
		SP:Iteration 33Q (4702.790000 sec): 3 clusters
  Score: Raw -1306008.206716 + Penalty 3033.138869 = -1302975.067847
  nChanged 23
		SP:Iteration 34Q (4703.010000 sec): 3 clusters
  Score: Raw -1306013.079830 + Penalty 3033.138869 = -1302979.940961
  nChanged 29
		SP:Iteration 35Q (4703.200000 sec): 3 clusters
  Score: Raw -1306018.382799 + Penalty 3033.138869 = -1302985.243930
  nChanged 20
		SP:Iteration 36Q (4703.420000 sec): 3 clusters
  Score: Raw -1306022.581134 + Penalty 3033.138869 = -1302989.442265
  nChanged 15
		SP:Iteration 37Q (4703.640000 sec): 3 clusters
  Score: Raw -1306025.570293 + Penalty 3033.138869 = -1302992.431424
  nChanged 16
		SP:Iteration 38Q (4703.880000 sec): 3 clusters
  Score: Raw -1306029.159248 + Penalty 3033.138869 = -1302996.020380
  nChanged 15
		SP:Iteration 39Q (4704.130000 sec): 3 clusters
  Score: Raw -1306031.654852 + Penalty 3033.138869 = -1302998.515983
  nChanged 14
		SP:Iteration 40F (4704.340000 sec): 3 clusters
  Score: Raw -1306034.191349 + Penalty 3033.138869 = -1303001.052481
  nChanged 13
		SP:Iteration 41Q (4704.600000 sec): 3 clusters
  Score: Raw -1306036.190155 + Penalty 3033.138869 = -1303003.051286
  nChanged 12
		SP:Iteration 42Q (4704.780000 sec): 3 clusters
  Score: Raw -1306038.174968 + Penalty 3033.138869 = -1303005.036099
  nChanged 11
		SP:Iteration 43Q (4705.040000 sec): 3 clusters
  Score: Raw -1306039.796399 + Penalty 3033.138869 = -1303006.657530
  nChanged 7
		SP:Iteration 44Q (4705.260000 sec): 3 clusters
  Score: Raw -1306041.201790 + Penalty 3033.138869 = -1303008.062921
  nChanged 10
		SP:Iteration 45Q (4705.500000 sec): 3 clusters
  Score: Raw -1306043.417257 + Penalty 3033.138869 = -1303010.278389
  nChanged 9
		SP:Iteration 46Q (4705.690000 sec): 3 clusters
  Score: Raw -1306047.191045 + Penalty 3033.138869 = -1303014.052177
  nChanged 9
		SP:Iteration 47Q (4705.910000 sec): 3 clusters
  Score: Raw -1306049.686810 + Penalty 3033.138869 = -1303016.547941
  nChanged 8
		SP:Iteration 48Q (4706.100000 sec): 3 clusters
  Score: Raw -1306050.733352 + Penalty 3033.138869 = -1303017.594483
  nChanged 3
		SP:Iteration 49Q (4706.330000 sec): 3 clusters
  Score: Raw -1306051.139183 + Penalty 3033.138869 = -1303018.000314
  nChanged 1
		SP:Iteration 50Q (4706.560000 sec): 3 clusters
  Score: Raw -1306051.236365 + Penalty 3033.138869 = -1303018.097497
  nChanged 4
		SP:Iteration 51Q (4706.750000 sec): 3 clusters
  Score: Raw -1306051.677859 + Penalty 3033.138869 = -1303018.538990
  nChanged 5
		SP:Iteration 52Q (4706.990000 sec): 3 clusters
  Score: Raw -1306052.778097 + Penalty 3033.138869 = -1303019.639228
  nChanged 6
		SP:Iteration 53Q (4707.220000 sec): 3 clusters
  Score: Raw -1306053.961647 + Penalty 3033.138869 = -1303020.822778
  nChanged 5
		SP:Iteration 54Q (4707.420000 sec): 3 clusters
  Score: Raw -1306055.003505 + Penalty 3033.138869 = -1303021.864636
  nChanged 6
		SP:Iteration 55Q (4707.630000 sec): 3 clusters
  Score: Raw -1306055.722173 + Penalty 3033.138869 = -1303022.583305
  nChanged 6
		SP:Iteration 56Q (4707.850000 sec): 3 clusters
  Score: Raw -1306056.759611 + Penalty 3033.138869 = -1303023.620743
  nChanged 9
		SP:Iteration 57Q (4708.020000 sec): 3 clusters
  Score: Raw -1306058.319770 + Penalty 3033.138869 = -1303025.180901
  nChanged 13
		SP:Iteration 58Q (4708.220000 sec): 3 clusters
  Score: Raw -1306060.745235 + Penalty 3033.138869 = -1303027.606366
  nChanged 16
		SP:Iteration 59Q (4708.450000 sec): 3 clusters
  Score: Raw -1306064.551054 + Penalty 3033.138869 = -1303031.412186
  nChanged 15
		SP:Iteration 60F (4708.660000 sec): 3 clusters
  Score: Raw -1306067.713651 + Penalty 3033.138869 = -1303034.574782
  nChanged 17
		SP:Iteration 61Q (4708.910000 sec): 3 clusters
  Score: Raw -1306071.503655 + Penalty 3033.138869 = -1303038.364786
  nChanged 11
		SP:Iteration 62Q (4709.130000 sec): 3 clusters
  Score: Raw -1306074.242418 + Penalty 3033.138869 = -1303041.103549
  nChanged 14
		SP:Iteration 63Q (4709.350000 sec): 3 clusters
  Score: Raw -1306077.061555 + Penalty 3033.138869 = -1303043.922686
  nChanged 15
		SP:Iteration 64Q (4709.540000 sec): 3 clusters
  Score: Raw -1306080.583228 + Penalty 3033.138869 = -1303047.444359
  nChanged 10
		SP:Iteration 65Q (4709.780000 sec): 3 clusters
  Score: Raw -1306082.573827 + Penalty 3033.138869 = -1303049.434959
  nChanged 10
		SP:Iteration 66Q (4710.000000 sec): 3 clusters
  Score: Raw -1306084.459275 + Penalty 3033.138869 = -1303051.320407
  nChanged 9
		SP:Iteration 67Q (4710.220000 sec): 3 clusters
  Score: Raw -1306086.153393 + Penalty 3033.138869 = -1303053.014525
  nChanged 7
		SP:Iteration 68Q (4710.460000 sec): 3 clusters
  Score: Raw -1306087.034961 + Penalty 3033.138869 = -1303053.896092
  nChanged 5
		SP:Iteration 69Q (4710.640000 sec): 3 clusters
  Score: Raw -1306087.718812 + Penalty 3033.138869 = -1303054.579943
  nChanged 2
		SP:Iteration 70Q (4710.850000 sec): 3 clusters
  Score: Raw -1306088.051855 + Penalty 3033.138869 = -1303054.912986
  nChanged 2
		SP:Iteration 71Q (4711.100000 sec): 3 clusters
  Score: Raw -1306088.352982 + Penalty 3033.138869 = -1303055.214113
  nChanged 1
		SP:Iteration 72Q (4711.270000 sec): 3 clusters
  Score: Raw -1306088.540415 + Penalty 3033.138869 = -1303055.401546
  nChanged 3
		SP:Iteration 73Q (4711.490000 sec): 3 clusters
  Score: Raw -1306089.009391 + Penalty 3033.138869 = -1303055.870523
  nChanged 1
		SP:Iteration 74Q (4711.680000 sec): 3 clusters
  Score: Raw -1306089.450970 + Penalty 3033.138869 = -1303056.312102
  nChanged 1
		SP:Iteration 75Q (4711.890000 sec): 3 clusters
  Score: Raw -1306089.612485 + Penalty 3033.138869 = -1303056.473617
  nChanged 3
		SP:Iteration 76Q (4712.130000 sec): 3 clusters
  Score: Raw -1306090.045704 + Penalty 3033.138869 = -1303056.906835
  nChanged 3
		SP:Iteration 77Q (4712.380000 sec): 3 clusters
  Score: Raw -1306090.430120 + Penalty 3033.138869 = -1303057.291252
  nChanged 1
		SP:Iteration 78Q (4712.600000 sec): 3 clusters
  Score: Raw -1306090.575016 + Penalty 3033.138869 = -1303057.436147
  nChanged 2
		SP:Iteration 79Q (4712.770000 sec): 3 clusters
  Score: Raw -1306091.072309 + Penalty 3033.138869 = -1303057.933440
  nChanged 1
		SP:Iteration 80F (4712.980000 sec): 3 clusters
  Score: Raw -1306091.309124 + Penalty 3033.138869 = -1303058.170255
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (81755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4713.500000 sec): 2 clusters
  Score: Raw -9912487.126577 + Penalty 1838.115865 = -9910649.010712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4714.080000 sec): 3 clusters
  Score: Raw -9859579.870655 + Penalty 3676.231731 = -9855903.638924
  nChanged 38943
		SP:Iteration 1F (4714.620000 sec): 3 clusters
  Score: Raw -9881915.029997 + Penalty 3676.231731 = -9878238.798266
  nChanged 2807
		SP:Iteration 2Q (4715.170000 sec): 3 clusters
  Score: Raw -9882730.716391 + Penalty 3676.231731 = -9879054.484660
  nChanged 3287
		SP:Iteration 3Q (4715.720000 sec): 3 clusters
  Score: Raw -9883930.779005 + Penalty 3676.231731 = -9880254.547274
  nChanged 3949
		SP:Iteration 4Q (4716.310000 sec): 3 clusters
  Score: Raw -9885759.717060 + Penalty 3676.231731 = -9882083.485329
  nChanged 4793
		SP:Iteration 5F (4716.840000 sec): 3 clusters
  Score: Raw -9888425.076639 + Penalty 3676.231731 = -9884748.844908
  nChanged 5488
		SP:Iteration 6F (4717.350000 sec): 3 clusters
  Score: Raw -9891942.165317 + Penalty 3676.231731 = -9888265.933586
  nChanged 5655
		SP:Iteration 7F (4717.870000 sec): 3 clusters
  Score: Raw -9896021.282584 + Penalty 3676.231731 = -9892345.050853
  nChanged 5240
		SP:Iteration 8F (4718.440000 sec): 3 clusters
  Score: Raw -9900102.966256 + Penalty 3676.231731 = -9896426.734525
  nChanged 4180
		SP:Iteration 9F (4719.010000 sec): 3 clusters
  Score: Raw -9903563.558229 + Penalty 3676.231731 = -9899887.326498
  nChanged 3148
		SP:Iteration 10Q (4719.600000 sec): 3 clusters
  Score: Raw -9906166.746885 + Penalty 3676.231731 = -9902490.515154
  nChanged 2234
		SP:Iteration 11Q (4720.140000 sec): 3 clusters
  Score: Raw -9907862.227200 + Penalty 3676.231731 = -9904185.995469
  nChanged 1630
		SP:Iteration 12Q (4720.640000 sec): 3 clusters
  Score: Raw -9908925.067345 + Penalty 3676.231731 = -9905248.835614
  nChanged 1292
		SP:Iteration 13Q (4721.160000 sec): 3 clusters
  Score: Raw -9909649.912833 + Penalty 3676.231731 = -9905973.681102
  nChanged 994
		SP:Iteration 14Q (4721.720000 sec): 3 clusters
  Score: Raw -9910146.007718 + Penalty 3676.231731 = -9906469.775987
  nChanged 898
		SP:Iteration 15Q (4722.250000 sec): 3 clusters
  Score: Raw -9910569.631283 + Penalty 3676.231731 = -9906893.399552
  nChanged 790
		SP:Iteration 16Q (4722.780000 sec): 3 clusters
  Score: Raw -9910923.293310 + Penalty 3676.231731 = -9907247.061579
  nChanged 677
		SP:Iteration 17Q (4723.260000 sec): 3 clusters
  Score: Raw -9911209.996973 + Penalty 3676.231731 = -9907533.765242
  nChanged 635
		SP:Iteration 18Q (4723.750000 sec): 3 clusters
  Score: Raw -9911479.020016 + Penalty 3676.231731 = -9907802.788285
  nChanged 553
		SP:Iteration 19Q (4724.230000 sec): 3 clusters
  Score: Raw -9911719.673674 + Penalty 3676.231731 = -9908043.441943
  nChanged 505
		SP:Iteration 20F (4724.740000 sec): 3 clusters
  Score: Raw -9911928.221733 + Penalty 3676.231731 = -9908251.990003
  nChanged 420
		SP:Iteration 21Q (4725.200000 sec): 3 clusters
  Score: Raw -9912100.332542 + Penalty 3676.231731 = -9908424.100811
  nChanged 375
		SP:Iteration 22Q (4725.670000 sec): 3 clusters
  Score: Raw -9912259.164109 + Penalty 3676.231731 = -9908582.932378
  nChanged 314
		SP:Iteration 23Q (4726.180000 sec): 3 clusters
  Score: Raw -9912387.388621 + Penalty 3676.231731 = -9908711.156890
  nChanged 269
		SP:Iteration 24Q (4726.650000 sec): 3 clusters
  Score: Raw -9912496.225725 + Penalty 3676.231731 = -9908819.993994
  nChanged 233
		SP:Iteration 25Q (4727.180000 sec): 3 clusters
  Score: Raw -9912586.828239 + Penalty 3676.231731 = -9908910.596508
  nChanged 203
		SP:Iteration 26Q (4727.730000 sec): 3 clusters
  Score: Raw -9912662.809554 + Penalty 3676.231731 = -9908986.577823
  nChanged 192
		SP:Iteration 27Q (4728.250000 sec): 3 clusters
  Score: Raw -9912740.454182 + Penalty 3676.231731 = -9909064.222451
  nChanged 189
		SP:Iteration 28Q (4728.760000 sec): 3 clusters
  Score: Raw -9912814.277045 + Penalty 3676.231731 = -9909138.045314
  nChanged 148
		SP:Iteration 29Q (4729.280000 sec): 3 clusters
  Score: Raw -9912864.272397 + Penalty 3676.231731 = -9909188.040666
  nChanged 135
		SP:Iteration 30Q (4729.760000 sec): 3 clusters
  Score: Raw -9912907.730680 + Penalty 3676.231731 = -9909231.498949
  nChanged 127
		SP:Iteration 31Q (4730.240000 sec): 3 clusters
  Score: Raw -9912951.617585 + Penalty 3676.231731 = -9909275.385854
  nChanged 127
		SP:Iteration 32Q (4730.750000 sec): 3 clusters
  Score: Raw -9912997.970158 + Penalty 3676.231731 = -9909321.738427
  nChanged 110
		SP:Iteration 33Q (4731.260000 sec): 3 clusters
  Score: Raw -9913040.254641 + Penalty 3676.231731 = -9909364.022911
  nChanged 107
		SP:Iteration 34Q (4731.760000 sec): 3 clusters
  Score: Raw -9913083.530444 + Penalty 3676.231731 = -9909407.298713
  nChanged 91
		SP:Iteration 35Q (4732.210000 sec): 3 clusters
  Score: Raw -9913120.754362 + Penalty 3676.231731 = -9909444.522631
  nChanged 87
		SP:Iteration 36Q (4732.710000 sec): 3 clusters
  Score: Raw -9913154.295225 + Penalty 3676.231731 = -9909478.063494
  nChanged 81
		SP:Iteration 37Q (4733.170000 sec): 3 clusters
  Score: Raw -9913188.621971 + Penalty 3676.231731 = -9909512.390240
  nChanged 75
		SP:Iteration 38Q (4733.680000 sec): 3 clusters
  Score: Raw -9913211.828185 + Penalty 3676.231731 = -9909535.596454
  nChanged 61
		SP:Iteration 39Q (4734.180000 sec): 3 clusters
  Score: Raw -9913229.179158 + Penalty 3676.231731 = -9909552.947427
  nChanged 39
		SP:Iteration 40F (4734.710000 sec): 3 clusters
  Score: Raw -9913239.801741 + Penalty 3676.231731 = -9909563.570011
  nChanged 39
		SP:Iteration 41Q (4735.190000 sec): 3 clusters
  Score: Raw -9913249.489284 + Penalty 3676.231731 = -9909573.257553
  nChanged 36
		SP:Iteration 42Q (4735.670000 sec): 3 clusters
  Score: Raw -9913259.099217 + Penalty 3676.231731 = -9909582.867486
  nChanged 29
		SP:Iteration 43Q (4736.150000 sec): 3 clusters
  Score: Raw -9913265.802863 + Penalty 3676.231731 = -9909589.571132
  nChanged 25
		SP:Iteration 44Q (4736.570000 sec): 3 clusters
  Score: Raw -9913273.534206 + Penalty 3676.231731 = -9909597.302475
  nChanged 29
		SP:Iteration 45Q (4737.030000 sec): 3 clusters
  Score: Raw -9913281.910515 + Penalty 3676.231731 = -9909605.678784
  nChanged 21
		SP:Iteration 46Q (4737.520000 sec): 3 clusters
  Score: Raw -9913286.283902 + Penalty 3676.231731 = -9909610.052171
  nChanged 18
		SP:Iteration 47Q (4738.010000 sec): 3 clusters
  Score: Raw -9913290.709673 + Penalty 3676.231731 = -9909614.477942
  nChanged 12
		SP:Iteration 48Q (4738.500000 sec): 3 clusters
  Score: Raw -9913294.023183 + Penalty 3676.231731 = -9909617.791453
  nChanged 9
		SP:Iteration 49Q (4738.970000 sec): 3 clusters
  Score: Raw -9913296.103107 + Penalty 3676.231731 = -9909619.871376
  nChanged 9
		SP:Iteration 50Q (4739.470000 sec): 3 clusters
  Score: Raw -9913298.044847 + Penalty 3676.231731 = -9909621.813116
  nChanged 5
		SP:Iteration 51Q (4740.020000 sec): 3 clusters
  Score: Raw -9913299.706801 + Penalty 3676.231731 = -9909623.475070
  nChanged 10
		SP:Iteration 52Q (4740.560000 sec): 3 clusters
  Score: Raw -9913301.575692 + Penalty 3676.231731 = -9909625.343961
  nChanged 5
		SP:Iteration 53Q (4741.050000 sec): 3 clusters
  Score: Raw -9913302.762122 + Penalty 3676.231731 = -9909626.530391
  nChanged 6
		SP:Iteration 54Q (4741.570000 sec): 3 clusters
  Score: Raw -9913304.019806 + Penalty 3676.231731 = -9909627.788076
  nChanged 6
		SP:Iteration 55Q (4742.090000 sec): 3 clusters
  Score: Raw -9913305.184635 + Penalty 3676.231731 = -9909628.952904
  nChanged 9
		SP:Iteration 56Q (4742.620000 sec): 3 clusters
  Score: Raw -9913306.855885 + Penalty 3676.231731 = -9909630.624154
  nChanged 4
		SP:Iteration 57Q (4743.170000 sec): 3 clusters
  Score: Raw -9913307.654712 + Penalty 3676.231731 = -9909631.422981
  nChanged 2
		SP:Iteration 58Q (4743.720000 sec): 3 clusters
  Score: Raw -9913308.164780 + Penalty 3676.231731 = -9909631.933049
  nChanged 7
		SP:Iteration 59Q (4744.190000 sec): 3 clusters
  Score: Raw -9913309.194752 + Penalty 3676.231731 = -9909632.963021
  nChanged 2
		SP:Iteration 60F (4744.720000 sec): 3 clusters
  Score: Raw -9913309.691004 + Penalty 3676.231731 = -9909633.459273
  nChanged 3
		SP:Iteration 61Q (4745.210000 sec): 3 clusters
  Score: Raw -9913310.257145 + Penalty 3676.231731 = -9909634.025414
  nChanged 0
		SP:Iteration 62F (4745.730000 sec): 3 clusters
  Score: Raw -9913310.257145 + Penalty 3676.231731 = -9909634.025414
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (26988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4745.980000 sec): 2 clusters
  Score: Raw -3086462.167010 + Penalty 1658.011485 = -3084804.155524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4746.260000 sec): 3 clusters
  Score: Raw -3069891.892417 + Penalty 3316.022971 = -3066575.869446
  nChanged 12387
		SP:Iteration 1F (4746.520000 sec): 3 clusters
  Score: Raw -3077215.688467 + Penalty 3316.022971 = -3073899.665497
  nChanged 1680
		SP:Iteration 2F (4746.830000 sec): 3 clusters
  Score: Raw -3078154.578532 + Penalty 3316.022971 = -3074838.555561
  nChanged 1768
		SP:Iteration 3F (4747.150000 sec): 3 clusters
  Score: Raw -3079466.029956 + Penalty 3316.022971 = -3076150.006986
  nChanged 1946
		SP:Iteration 4F (4747.440000 sec): 3 clusters
  Score: Raw -3081186.559944 + Penalty 3316.022971 = -3077870.536973
  nChanged 2018
		SP:Iteration 5F (4747.760000 sec): 3 clusters
  Score: Raw -3083051.690700 + Penalty 3316.022971 = -3079735.667729
  nChanged 1917
		SP:Iteration 6F (4748.080000 sec): 3 clusters
  Score: Raw -3084751.768886 + Penalty 3316.022971 = -3081435.745915
  nChanged 1476
		SP:Iteration 7F (4748.350000 sec): 3 clusters
  Score: Raw -3085859.045049 + Penalty 3316.022971 = -3082543.022079
  nChanged 1052
		SP:Iteration 8Q (4748.670000 sec): 3 clusters
  Score: Raw -3086522.245789 + Penalty 3316.022971 = -3083206.222819
  nChanged 814
		SP:Iteration 9Q (4748.970000 sec): 3 clusters
  Score: Raw -3086995.206237 + Penalty 3316.022971 = -3083679.183267
  nChanged 657
		SP:Iteration 10Q (4749.260000 sec): 3 clusters
  Score: Raw -3087351.265223 + Penalty 3316.022971 = -3084035.242253
  nChanged 570
		SP:Iteration 11Q (4749.580000 sec): 3 clusters
  Score: Raw -3087654.283458 + Penalty 3316.022971 = -3084338.260488
  nChanged 481
		SP:Iteration 12Q (4749.880000 sec): 3 clusters
  Score: Raw -3087903.642606 + Penalty 3316.022971 = -3084587.619636
  nChanged 401
		SP:Iteration 13Q (4750.200000 sec): 3 clusters
  Score: Raw -3088099.610898 + Penalty 3316.022971 = -3084783.587928
  nChanged 347
		SP:Iteration 14Q (4750.530000 sec): 3 clusters
  Score: Raw -3088249.298793 + Penalty 3316.022971 = -3084933.275822
  nChanged 275
		SP:Iteration 15Q (4750.810000 sec): 3 clusters
  Score: Raw -3088354.371327 + Penalty 3316.022971 = -3085038.348357
  nChanged 250
		SP:Iteration 16Q (4751.080000 sec): 3 clusters
  Score: Raw -3088429.304439 + Penalty 3316.022971 = -3085113.281469
  nChanged 202
		SP:Iteration 17Q (4751.360000 sec): 3 clusters
  Score: Raw -3088483.669718 + Penalty 3316.022971 = -3085167.646748
  nChanged 144
		SP:Iteration 18Q (4751.640000 sec): 3 clusters
  Score: Raw -3088514.094667 + Penalty 3316.022971 = -3085198.071696
  nChanged 126
		SP:Iteration 19Q (4751.930000 sec): 3 clusters
  Score: Raw -3088534.555931 + Penalty 3316.022971 = -3085218.532961
  nChanged 88
		SP:Iteration 20F (4752.270000 sec): 3 clusters
  Score: Raw -3088548.949657 + Penalty 3316.022971 = -3085232.926686
  nChanged 82
		SP:Iteration 21Q (4752.600000 sec): 3 clusters
  Score: Raw -3088564.949659 + Penalty 3316.022971 = -3085248.926689
  nChanged 89
		SP:Iteration 22Q (4752.920000 sec): 3 clusters
  Score: Raw -3088579.924182 + Penalty 3316.022971 = -3085263.901211
  nChanged 81
		SP:Iteration 23Q (4753.190000 sec): 3 clusters
  Score: Raw -3088589.390239 + Penalty 3316.022971 = -3085273.367268
  nChanged 52
		SP:Iteration 24Q (4753.520000 sec): 3 clusters
  Score: Raw -3088593.611613 + Penalty 3316.022971 = -3085277.588643
  nChanged 36
		SP:Iteration 25Q (4753.830000 sec): 3 clusters
  Score: Raw -3088596.235849 + Penalty 3316.022971 = -3085280.212878
  nChanged 29
		SP:Iteration 26Q (4754.120000 sec): 3 clusters
  Score: Raw -3088598.084186 + Penalty 3316.022971 = -3085282.061215
  nChanged 18
		SP:Iteration 27Q (4754.450000 sec): 3 clusters
  Score: Raw -3088599.239330 + Penalty 3316.022971 = -3085283.216359
  nChanged 16
		SP:Iteration 28Q (4754.730000 sec): 3 clusters
  Score: Raw -3088600.424093 + Penalty 3316.022971 = -3085284.401122
  nChanged 13
		SP:Iteration 29Q (4755.020000 sec): 3 clusters
  Score: Raw -3088601.297180 + Penalty 3316.022971 = -3085285.274210
  nChanged 10
		SP:Iteration 30Q (4755.270000 sec): 3 clusters
  Score: Raw -3088601.968587 + Penalty 3316.022971 = -3085285.945616
  nChanged 11
		SP:Iteration 31Q (4755.570000 sec): 3 clusters
  Score: Raw -3088602.459294 + Penalty 3316.022971 = -3085286.436323
  nChanged 6
		SP:Iteration 32Q (4755.840000 sec): 3 clusters
  Score: Raw -3088602.812492 + Penalty 3316.022971 = -3085286.789521
  nChanged 6
		SP:Iteration 33Q (4756.100000 sec): 3 clusters
  Score: Raw -3088603.077639 + Penalty 3316.022971 = -3085287.054668
  nChanged 8
		SP:Iteration 34Q (4756.400000 sec): 3 clusters
  Score: Raw -3088603.541869 + Penalty 3316.022971 = -3085287.518898
  nChanged 7
		SP:Iteration 35Q (4756.680000 sec): 3 clusters
  Score: Raw -3088603.897548 + Penalty 3316.022971 = -3085287.874578
  nChanged 3
		SP:Iteration 36Q (4756.970000 sec): 3 clusters
  Score: Raw -3088604.037040 + Penalty 3316.022971 = -3085288.014069
  nChanged 1
		SP:Iteration 37Q (4757.260000 sec): 3 clusters
  Score: Raw -3088604.078817 + Penalty 3316.022971 = -3085288.055847
  nChanged 2
		SP:Iteration 38Q (4757.550000 sec): 3 clusters
  Score: Raw -3088604.112689 + Penalty 3316.022971 = -3085288.089719
  nChanged 2
		SP:Iteration 39Q (4757.840000 sec): 3 clusters
  Score: Raw -3088604.175215 + Penalty 3316.022971 = -3085288.152244
  nChanged 1
		SP:Iteration 40F (4758.110000 sec): 3 clusters
  Score: Raw -3088604.203773 + Penalty 3316.022971 = -3085288.180802
  nChanged 1
		SP:Iteration 41Q (4758.390000 sec): 3 clusters
  Score: Raw -3088604.256159 + Penalty 3316.022971 = -3085288.233189
  nChanged 1
		SP:Iteration 42Q (4758.670000 sec): 3 clusters
  Score: Raw -3088604.295912 + Penalty 3316.022971 = -3085288.272942
  nChanged 1
		SP:Iteration 43Q (4758.970000 sec): 3 clusters
  Score: Raw -3088604.314579 + Penalty 3316.022971 = -3085288.291608
  nChanged 0
		SP:Iteration 44F (4759.250000 sec): 3 clusters
  Score: Raw -3088604.314579 + Penalty 3316.022971 = -3085288.291608
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (18644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4759.450000 sec): 2 clusters
  Score: Raw -2044461.432497 + Penalty 1597.907944 = -2042863.524552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4759.780000 sec): 3 clusters
  Score: Raw -2033292.633839 + Penalty 3195.815889 = -2030096.817950
  nChanged 8424
		SP:Iteration 1F (4760.020000 sec): 3 clusters
  Score: Raw -2038010.916524 + Penalty 3195.815889 = -2034815.100636
  nChanged 1255
		SP:Iteration 2F (4760.320000 sec): 3 clusters
  Score: Raw -2038845.691330 + Penalty 3195.815889 = -2035649.875441
  nChanged 1411
		SP:Iteration 3F (4760.550000 sec): 3 clusters
  Score: Raw -2039945.039218 + Penalty 3195.815889 = -2036749.223329
  nChanged 1519
		SP:Iteration 4F (4760.820000 sec): 3 clusters
  Score: Raw -2041295.841339 + Penalty 3195.815889 = -2038100.025451
  nChanged 1538
		SP:Iteration 5F (4761.070000 sec): 3 clusters
  Score: Raw -2042481.548612 + Penalty 3195.815889 = -2039285.732723
  nChanged 1278
		SP:Iteration 6F (4761.350000 sec): 3 clusters
  Score: Raw -2043268.619307 + Penalty 3195.815889 = -2040072.803419
  nChanged 922
		SP:Iteration 7Q (4761.600000 sec): 3 clusters
  Score: Raw -2043783.073026 + Penalty 3195.815889 = -2040587.257138
  nChanged 744
		SP:Iteration 8Q (4761.810000 sec): 3 clusters
  Score: Raw -2044156.388659 + Penalty 3195.815889 = -2040960.572770
  nChanged 602
		SP:Iteration 9Q (4762.110000 sec): 3 clusters
  Score: Raw -2044428.749096 + Penalty 3195.815889 = -2041232.933207
  nChanged 536
		SP:Iteration 10Q (4762.400000 sec): 3 clusters
  Score: Raw -2044647.980245 + Penalty 3195.815889 = -2041452.164356
  nChanged 481
		SP:Iteration 11Q (4762.700000 sec): 3 clusters
  Score: Raw -2044843.120878 + Penalty 3195.815889 = -2041647.304989
  nChanged 455
		SP:Iteration 12Q (4762.960000 sec): 3 clusters
  Score: Raw -2045033.435521 + Penalty 3195.815889 = -2041837.619633
  nChanged 439
		SP:Iteration 13Q (4763.230000 sec): 3 clusters
  Score: Raw -2045225.735195 + Penalty 3195.815889 = -2042029.919306
  nChanged 393
		SP:Iteration 14Q (4763.550000 sec): 3 clusters
  Score: Raw -2045432.123938 + Penalty 3195.815889 = -2042236.308049
  nChanged 381
		SP:Iteration 15Q (4763.770000 sec): 3 clusters
  Score: Raw -2045625.323941 + Penalty 3195.815889 = -2042429.508053
  nChanged 332
		SP:Iteration 16Q (4764.030000 sec): 3 clusters
  Score: Raw -2045797.949249 + Penalty 3195.815889 = -2042602.133360
  nChanged 297
		SP:Iteration 17Q (4764.290000 sec): 3 clusters
  Score: Raw -2045942.326536 + Penalty 3195.815889 = -2042746.510647
  nChanged 256
		SP:Iteration 18Q (4764.510000 sec): 3 clusters
  Score: Raw -2046050.656421 + Penalty 3195.815889 = -2042854.840532
  nChanged 203
		SP:Iteration 19Q (4764.800000 sec): 3 clusters
  Score: Raw -2046130.823628 + Penalty 3195.815889 = -2042935.007739
  nChanged 174
		SP:Iteration 20F (4765.020000 sec): 3 clusters
  Score: Raw -2046216.548428 + Penalty 3195.815889 = -2043020.732539
  nChanged 166
		SP:Iteration 21Q (4765.260000 sec): 3 clusters
  Score: Raw -2046288.218074 + Penalty 3195.815889 = -2043092.402185
  nChanged 137
		SP:Iteration 22Q (4765.520000 sec): 3 clusters
  Score: Raw -2046327.743897 + Penalty 3195.815889 = -2043131.928008
  nChanged 113
		SP:Iteration 23Q (4765.770000 sec): 3 clusters
  Score: Raw -2046362.992872 + Penalty 3195.815889 = -2043167.176983
  nChanged 103
		SP:Iteration 24Q (4766.030000 sec): 3 clusters
  Score: Raw -2046388.393008 + Penalty 3195.815889 = -2043192.577119
  nChanged 79
		SP:Iteration 25Q (4766.270000 sec): 3 clusters
  Score: Raw -2046403.966936 + Penalty 3195.815889 = -2043208.151048
  nChanged 70
		SP:Iteration 26Q (4766.550000 sec): 3 clusters
  Score: Raw -2046417.553266 + Penalty 3195.815889 = -2043221.737377
  nChanged 78
		SP:Iteration 27Q (4766.830000 sec): 3 clusters
  Score: Raw -2046435.392186 + Penalty 3195.815889 = -2043239.576297
  nChanged 72
		SP:Iteration 28Q (4767.020000 sec): 3 clusters
  Score: Raw -2046449.764920 + Penalty 3195.815889 = -2043253.949032
  nChanged 79
		SP:Iteration 29Q (4767.290000 sec): 3 clusters
  Score: Raw -2046464.006283 + Penalty 3195.815889 = -2043268.190394
  nChanged 70
		SP:Iteration 30Q (4767.580000 sec): 3 clusters
  Score: Raw -2046477.930641 + Penalty 3195.815889 = -2043282.114753
  nChanged 64
		SP:Iteration 31Q (4767.850000 sec): 3 clusters
  Score: Raw -2046498.540584 + Penalty 3195.815889 = -2043302.724695
  nChanged 58
		SP:Iteration 32Q (4768.110000 sec): 3 clusters
  Score: Raw -2046512.098898 + Penalty 3195.815889 = -2043316.283010
  nChanged 63
		SP:Iteration 33Q (4768.350000 sec): 3 clusters
  Score: Raw -2046526.630821 + Penalty 3195.815889 = -2043330.814932
  nChanged 66
		SP:Iteration 34Q (4768.650000 sec): 3 clusters
  Score: Raw -2046542.476828 + Penalty 3195.815889 = -2043346.660939
  nChanged 68
		SP:Iteration 35Q (4768.880000 sec): 3 clusters
  Score: Raw -2046555.368809 + Penalty 3195.815889 = -2043359.552921
  nChanged 51
		SP:Iteration 36Q (4769.190000 sec): 3 clusters
  Score: Raw -2046566.045336 + Penalty 3195.815889 = -2043370.229447
  nChanged 53
		SP:Iteration 37Q (4769.410000 sec): 3 clusters
  Score: Raw -2046574.324959 + Penalty 3195.815889 = -2043378.509070
  nChanged 35
		SP:Iteration 38Q (4769.730000 sec): 3 clusters
  Score: Raw -2046579.287970 + Penalty 3195.815889 = -2043383.472081
  nChanged 23
		SP:Iteration 39Q (4770.020000 sec): 3 clusters
  Score: Raw -2046582.242473 + Penalty 3195.815889 = -2043386.426584
  nChanged 23
		SP:Iteration 40F (4770.370000 sec): 3 clusters
  Score: Raw -2046585.329152 + Penalty 3195.815889 = -2043389.513264
  nChanged 17
		SP:Iteration 41Q (4770.700000 sec): 3 clusters
  Score: Raw -2046586.998872 + Penalty 3195.815889 = -2043391.182983
  nChanged 15
		SP:Iteration 42Q (4771.010000 sec): 3 clusters
  Score: Raw -2046588.302303 + Penalty 3195.815889 = -2043392.486414
  nChanged 11
		SP:Iteration 43Q (4771.280000 sec): 3 clusters
  Score: Raw -2046589.675622 + Penalty 3195.815889 = -2043393.859733
  nChanged 16
		SP:Iteration 44Q (4771.580000 sec): 3 clusters
  Score: Raw -2046592.961231 + Penalty 3195.815889 = -2043397.145343
  nChanged 13
		SP:Iteration 45Q (4771.910000 sec): 3 clusters
  Score: Raw -2046594.366620 + Penalty 3195.815889 = -2043398.550732
  nChanged 7
		SP:Iteration 46Q (4772.230000 sec): 3 clusters
  Score: Raw -2046594.925179 + Penalty 3195.815889 = -2043399.109290
  nChanged 10
		SP:Iteration 47Q (4772.450000 sec): 3 clusters
  Score: Raw -2046595.707440 + Penalty 3195.815889 = -2043399.891551
  nChanged 8
		SP:Iteration 48Q (4772.730000 sec): 3 clusters
  Score: Raw -2046596.290816 + Penalty 3195.815889 = -2043400.474927
  nChanged 2
		SP:Iteration 49Q (4773.020000 sec): 3 clusters
  Score: Raw -2046596.455227 + Penalty 3195.815889 = -2043400.639338
  nChanged 3
		SP:Iteration 50Q (4773.290000 sec): 3 clusters
  Score: Raw -2046596.683911 + Penalty 3195.815889 = -2043400.868022
  nChanged 2
		SP:Iteration 51Q (4773.540000 sec): 3 clusters
  Score: Raw -2046596.776031 + Penalty 3195.815889 = -2043400.960142
  nChanged 2
		SP:Iteration 52Q (4773.810000 sec): 3 clusters
  Score: Raw -2046596.879921 + Penalty 3195.815889 = -2043401.064032
  nChanged 2
		SP:Iteration 53Q (4774.080000 sec): 3 clusters
  Score: Raw -2046596.927327 + Penalty 3195.815889 = -2043401.111438
  nChanged 0
		SP:Iteration 54F (4774.290000 sec): 3 clusters
  Score: Raw -2046596.927327 + Penalty 3195.815889 = -2043401.111438
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (14803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4774.440000 sec): 2 clusters
  Score: Raw -1592959.086553 + Penalty 1560.420086 = -1591398.666467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4774.730000 sec): 3 clusters
  Score: Raw -1584456.810280 + Penalty 3120.840171 = -1581335.970109
  nChanged 6602
		SP:Iteration 1F (4774.920000 sec): 3 clusters
  Score: Raw -1589149.680516 + Penalty 3120.840171 = -1586028.840345
  nChanged 1356
		SP:Iteration 2F (4775.180000 sec): 3 clusters
  Score: Raw -1590440.377489 + Penalty 3120.840171 = -1587319.537318
  nChanged 1251
		SP:Iteration 3F (4775.450000 sec): 3 clusters
  Score: Raw -1591349.445433 + Penalty 3120.840171 = -1588228.605262
  nChanged 1056
		SP:Iteration 4F (4775.740000 sec): 3 clusters
  Score: Raw -1592026.203654 + Penalty 3120.840171 = -1588905.363482
  nChanged 894
		SP:Iteration 5F (4776.000000 sec): 3 clusters
  Score: Raw -1592600.224913 + Penalty 3120.840171 = -1589479.384742
  nChanged 719
		SP:Iteration 6Q (4776.260000 sec): 3 clusters
  Score: Raw -1593087.806689 + Penalty 3120.840171 = -1589966.966518
  nChanged 665
		SP:Iteration 7Q (4776.540000 sec): 3 clusters
  Score: Raw -1593518.555188 + Penalty 3120.840171 = -1590397.715017
  nChanged 603
		SP:Iteration 8Q (4776.750000 sec): 3 clusters
  Score: Raw -1593925.199529 + Penalty 3120.840171 = -1590804.359358
  nChanged 579
		SP:Iteration 9Q (4777.020000 sec): 3 clusters
  Score: Raw -1594278.318258 + Penalty 3120.840171 = -1591157.478087
  nChanged 457
		SP:Iteration 10Q (4777.270000 sec): 3 clusters
  Score: Raw -1594511.733125 + Penalty 3120.840171 = -1591390.892954
  nChanged 394
		SP:Iteration 11Q (4777.520000 sec): 3 clusters
  Score: Raw -1594695.004471 + Penalty 3120.840171 = -1591574.164300
  nChanged 308
		SP:Iteration 12Q (4777.760000 sec): 3 clusters
  Score: Raw -1594816.824720 + Penalty 3120.840171 = -1591695.984549
  nChanged 241
		SP:Iteration 13Q (4777.980000 sec): 3 clusters
  Score: Raw -1594893.967462 + Penalty 3120.840171 = -1591773.127291
  nChanged 192
		SP:Iteration 14Q (4778.270000 sec): 3 clusters
  Score: Raw -1594946.487866 + Penalty 3120.840171 = -1591825.647695
  nChanged 158
		SP:Iteration 15Q (4778.530000 sec): 3 clusters
  Score: Raw -1594985.922421 + Penalty 3120.840171 = -1591865.082250
  nChanged 149
		SP:Iteration 16Q (4778.750000 sec): 3 clusters
  Score: Raw -1595020.759220 + Penalty 3120.840171 = -1591899.919049
  nChanged 130
		SP:Iteration 17Q (4779.030000 sec): 3 clusters
  Score: Raw -1595050.958057 + Penalty 3120.840171 = -1591930.117886
  nChanged 130
		SP:Iteration 18Q (4779.230000 sec): 3 clusters
  Score: Raw -1595080.352385 + Penalty 3120.840171 = -1591959.512214
  nChanged 133
		SP:Iteration 19Q (4779.490000 sec): 3 clusters
  Score: Raw -1595113.540381 + Penalty 3120.840171 = -1591992.700210
  nChanged 134
		SP:Iteration 20F (4779.750000 sec): 3 clusters
  Score: Raw -1595160.882810 + Penalty 3120.840171 = -1592040.042639
  nChanged 167
		SP:Iteration 21Q (4779.950000 sec): 3 clusters
  Score: Raw -1595224.095026 + Penalty 3120.840171 = -1592103.254855
  nChanged 175
		SP:Iteration 22Q (4780.230000 sec): 3 clusters
  Score: Raw -1595292.490372 + Penalty 3120.840171 = -1592171.650201
  nChanged 173
		SP:Iteration 23Q (4780.450000 sec): 3 clusters
  Score: Raw -1595360.962675 + Penalty 3120.840171 = -1592240.122503
  nChanged 175
		SP:Iteration 24Q (4780.700000 sec): 3 clusters
  Score: Raw -1595439.081076 + Penalty 3120.840171 = -1592318.240905
  nChanged 196
		SP:Iteration 25Q (4780.920000 sec): 3 clusters
  Score: Raw -1595536.694952 + Penalty 3120.840171 = -1592415.854781
  nChanged 222
		SP:Iteration 26Q (4781.150000 sec): 3 clusters
  Score: Raw -1595664.651996 + Penalty 3120.840171 = -1592543.811825
  nChanged 238
		SP:Iteration 27Q (4781.390000 sec): 3 clusters
  Score: Raw -1595825.642859 + Penalty 3120.840171 = -1592704.802688
  nChanged 263
		SP:Iteration 28Q (4781.680000 sec): 3 clusters
  Score: Raw -1596016.285420 + Penalty 3120.840171 = -1592895.445249
  nChanged 227
		SP:Iteration 29Q (4781.890000 sec): 3 clusters
  Score: Raw -1596171.277120 + Penalty 3120.840171 = -1593050.436949
  nChanged 178
		SP:Iteration 30Q (4782.190000 sec): 3 clusters
  Score: Raw -1596289.225879 + Penalty 3120.840171 = -1593168.385708
  nChanged 135
		SP:Iteration 31Q (4782.430000 sec): 3 clusters
  Score: Raw -1596363.919208 + Penalty 3120.840171 = -1593243.079037
  nChanged 103
		SP:Iteration 32Q (4782.690000 sec): 3 clusters
  Score: Raw -1596407.861026 + Penalty 3120.840171 = -1593287.020855
  nChanged 72
		SP:Iteration 33Q (4782.920000 sec): 3 clusters
  Score: Raw -1596440.749790 + Penalty 3120.840171 = -1593319.909619
  nChanged 55
		SP:Iteration 34Q (4783.130000 sec): 3 clusters
  Score: Raw -1596461.632580 + Penalty 3120.840171 = -1593340.792409
  nChanged 44
		SP:Iteration 35Q (4783.360000 sec): 3 clusters
  Score: Raw -1596477.330444 + Penalty 3120.840171 = -1593356.490273
  nChanged 29
		SP:Iteration 36Q (4783.590000 sec): 3 clusters
  Score: Raw -1596486.772252 + Penalty 3120.840171 = -1593365.932081
  nChanged 24
		SP:Iteration 37Q (4783.810000 sec): 3 clusters
  Score: Raw -1596492.591371 + Penalty 3120.840171 = -1593371.751200
  nChanged 15
		SP:Iteration 38Q (4784.060000 sec): 3 clusters
  Score: Raw -1596495.658343 + Penalty 3120.840171 = -1593374.818172
  nChanged 9
		SP:Iteration 39Q (4784.330000 sec): 3 clusters
  Score: Raw -1596497.552292 + Penalty 3120.840171 = -1593376.712121
  nChanged 7
		SP:Iteration 40F (4784.610000 sec): 3 clusters
  Score: Raw -1596525.712580 + Penalty 3120.840171 = -1593404.872409
  nChanged 8
		SP:Iteration 41Q (4784.870000 sec): 3 clusters
  Score: Raw -1596531.735809 + Penalty 3120.840171 = -1593410.895638
  nChanged 13
		SP:Iteration 42Q (4785.100000 sec): 3 clusters
  Score: Raw -1596534.611904 + Penalty 3120.840171 = -1593413.771733
  nChanged 8
		SP:Iteration 43Q (4785.370000 sec): 3 clusters
  Score: Raw -1596536.172819 + Penalty 3120.840171 = -1593415.332648
  nChanged 8
		SP:Iteration 44Q (4785.570000 sec): 3 clusters
  Score: Raw -1596537.869276 + Penalty 3120.840171 = -1593417.029105
  nChanged 6
		SP:Iteration 45Q (4785.810000 sec): 3 clusters
  Score: Raw -1596539.460110 + Penalty 3120.840171 = -1593418.619939
  nChanged 8
		SP:Iteration 46Q (4786.070000 sec): 3 clusters
  Score: Raw -1596541.112781 + Penalty 3120.840171 = -1593420.272610
  nChanged 6
		SP:Iteration 47Q (4786.330000 sec): 3 clusters
  Score: Raw -1596542.321282 + Penalty 3120.840171 = -1593421.481111
  nChanged 3
		SP:Iteration 48Q (4786.580000 sec): 3 clusters
  Score: Raw -1596543.069138 + Penalty 3120.840171 = -1593422.228967
  nChanged 4
		SP:Iteration 49Q (4786.770000 sec): 3 clusters
  Score: Raw -1596543.504572 + Penalty 3120.840171 = -1593422.664401
  nChanged 5
		SP:Iteration 50Q (4786.990000 sec): 3 clusters
  Score: Raw -1596544.099708 + Penalty 3120.840171 = -1593423.259537
  nChanged 4
		SP:Iteration 51Q (4787.290000 sec): 3 clusters
  Score: Raw -1596544.524319 + Penalty 3120.840171 = -1593423.684148
  nChanged 1
		SP:Iteration 52Q (4787.490000 sec): 3 clusters
  Score: Raw -1596544.663447 + Penalty 3120.840171 = -1593423.823276
  nChanged 2
		SP:Iteration 53Q (4787.770000 sec): 3 clusters
  Score: Raw -1596546.001638 + Penalty 3120.840171 = -1593425.161467
  nChanged 3
		SP:Iteration 54Q (4788.010000 sec): 3 clusters
  Score: Raw -1596547.217274 + Penalty 3120.840171 = -1593426.377103
  nChanged 1
		SP:Iteration 55Q (4788.220000 sec): 3 clusters
  Score: Raw -1596547.465797 + Penalty 3120.840171 = -1593426.625625
  nChanged 0
		SP:Iteration 56F (4788.520000 sec): 3 clusters
  Score: Raw -1596547.465797 + Penalty 3120.840171 = -1593426.625625
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (10696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4788.620000 sec): 2 clusters
  Score: Raw -1288534.094080 + Penalty 1507.614082 = -1287026.479998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4788.900000 sec): 3 clusters
  Score: Raw -1282442.053779 + Penalty 3015.228164 = -1279426.825615
  nChanged 4662
		SP:Iteration 1F (4789.150000 sec): 3 clusters
  Score: Raw -1284897.880532 + Penalty 3015.228164 = -1281882.652368
  nChanged 660
		SP:Iteration 2F (4789.390000 sec): 3 clusters
  Score: Raw -1285193.926196 + Penalty 3015.228164 = -1282178.698033
  nChanged 598
		SP:Iteration 3F (4789.590000 sec): 3 clusters
  Score: Raw -1285518.152491 + Penalty 3015.228164 = -1282502.924327
  nChanged 601
		SP:Iteration 4F (4789.830000 sec): 3 clusters
  Score: Raw -1285844.036394 + Penalty 3015.228164 = -1282828.808231
  nChanged 593
		SP:Iteration 5F (4790.030000 sec): 3 clusters
  Score: Raw -1286154.045550 + Penalty 3015.228164 = -1283138.817387
  nChanged 565
		SP:Iteration 6F (4790.290000 sec): 3 clusters
  Score: Raw -1286455.673512 + Penalty 3015.228164 = -1283440.445349
  nChanged 515
		SP:Iteration 7Q (4790.550000 sec): 3 clusters
  Score: Raw -1286705.178070 + Penalty 3015.228164 = -1283689.949906
  nChanged 412
		SP:Iteration 8Q (4790.790000 sec): 3 clusters
  Score: Raw -1286882.166625 + Penalty 3015.228164 = -1283866.938461
  nChanged 346
		SP:Iteration 9Q (4791.010000 sec): 3 clusters
  Score: Raw -1287015.399760 + Penalty 3015.228164 = -1284000.171596
  nChanged 314
		SP:Iteration 10Q (4791.270000 sec): 3 clusters
  Score: Raw -1287149.402430 + Penalty 3015.228164 = -1284134.174266
  nChanged 281
		SP:Iteration 11Q (4791.470000 sec): 3 clusters
  Score: Raw -1287277.603118 + Penalty 3015.228164 = -1284262.374954
  nChanged 264
		SP:Iteration 12Q (4791.740000 sec): 3 clusters
  Score: Raw -1287416.907045 + Penalty 3015.228164 = -1284401.678881
  nChanged 233
		SP:Iteration 13Q (4791.950000 sec): 3 clusters
  Score: Raw -1287557.106095 + Penalty 3015.228164 = -1284541.877931
  nChanged 251
		SP:Iteration 14Q (4792.230000 sec): 3 clusters
  Score: Raw -1287713.984983 + Penalty 3015.228164 = -1284698.756820
  nChanged 244
		SP:Iteration 15Q (4792.440000 sec): 3 clusters
  Score: Raw -1287895.358985 + Penalty 3015.228164 = -1284880.130822
  nChanged 230
		SP:Iteration 16Q (4792.650000 sec): 3 clusters
  Score: Raw -1288064.137372 + Penalty 3015.228164 = -1285048.909208
  nChanged 214
		SP:Iteration 17Q (4792.860000 sec): 3 clusters
  Score: Raw -1288197.481529 + Penalty 3015.228164 = -1285182.253366
  nChanged 188
		SP:Iteration 18Q (4793.100000 sec): 3 clusters
  Score: Raw -1288297.357639 + Penalty 3015.228164 = -1285282.129475
  nChanged 151
		SP:Iteration 19Q (4793.350000 sec): 3 clusters
  Score: Raw -1288366.032644 + Penalty 3015.228164 = -1285350.804480
  nChanged 119
		SP:Iteration 20F (4793.590000 sec): 3 clusters
  Score: Raw -1288415.256928 + Penalty 3015.228164 = -1285400.028765
  nChanged 86
		SP:Iteration 21Q (4793.840000 sec): 3 clusters
  Score: Raw -1288447.234711 + Penalty 3015.228164 = -1285432.006547
  nChanged 76
		SP:Iteration 22Q (4794.070000 sec): 3 clusters
  Score: Raw -1288474.349312 + Penalty 3015.228164 = -1285459.121149
  nChanged 66
		SP:Iteration 23Q (4794.270000 sec): 3 clusters
  Score: Raw -1288499.116898 + Penalty 3015.228164 = -1285483.888734
  nChanged 61
		SP:Iteration 24Q (4794.470000 sec): 3 clusters
  Score: Raw -1288524.961398 + Penalty 3015.228164 = -1285509.733235
  nChanged 63
		SP:Iteration 25Q (4794.720000 sec): 3 clusters
  Score: Raw -1288546.593993 + Penalty 3015.228164 = -1285531.365829
  nChanged 50
		SP:Iteration 26Q (4794.940000 sec): 3 clusters
  Score: Raw -1288564.559623 + Penalty 3015.228164 = -1285549.331460
  nChanged 53
		SP:Iteration 27Q (4795.190000 sec): 3 clusters
  Score: Raw -1288583.961347 + Penalty 3015.228164 = -1285568.733183
  nChanged 60
		SP:Iteration 28Q (4795.390000 sec): 3 clusters
  Score: Raw -1288604.656134 + Penalty 3015.228164 = -1285589.427971
  nChanged 55
		SP:Iteration 29Q (4795.630000 sec): 3 clusters
  Score: Raw -1288621.310317 + Penalty 3015.228164 = -1285606.082153
  nChanged 47
		SP:Iteration 30Q (4795.910000 sec): 3 clusters
  Score: Raw -1288635.958699 + Penalty 3015.228164 = -1285620.730536
  nChanged 43
		SP:Iteration 31Q (4796.080000 sec): 3 clusters
  Score: Raw -1288652.866964 + Penalty 3015.228164 = -1285637.638801
  nChanged 50
		SP:Iteration 32Q (4796.310000 sec): 3 clusters
  Score: Raw -1288668.753595 + Penalty 3015.228164 = -1285653.525431
  nChanged 50
		SP:Iteration 33Q (4796.570000 sec): 3 clusters
  Score: Raw -1288688.085017 + Penalty 3015.228164 = -1285672.856854
  nChanged 52
		SP:Iteration 34Q (4796.830000 sec): 3 clusters
  Score: Raw -1288711.262709 + Penalty 3015.228164 = -1285696.034545
  nChanged 64
		SP:Iteration 35Q (4797.080000 sec): 3 clusters
  Score: Raw -1288741.467251 + Penalty 3015.228164 = -1285726.239088
  nChanged 58
		SP:Iteration 36Q (4797.310000 sec): 3 clusters
  Score: Raw -1288767.433243 + Penalty 3015.228164 = -1285752.205080
  nChanged 49
		SP:Iteration 37Q (4797.550000 sec): 3 clusters
  Score: Raw -1288793.813435 + Penalty 3015.228164 = -1285778.585271
  nChanged 37
		SP:Iteration 38Q (4797.790000 sec): 3 clusters
  Score: Raw -1288813.186976 + Penalty 3015.228164 = -1285797.958812
  nChanged 30
		SP:Iteration 39Q (4798.010000 sec): 3 clusters
  Score: Raw -1288826.542557 + Penalty 3015.228164 = -1285811.314394
  nChanged 29
		SP:Iteration 40F (4798.200000 sec): 3 clusters
  Score: Raw -1288839.428494 + Penalty 3015.228164 = -1285824.200331
  nChanged 25
		SP:Iteration 41Q (4798.450000 sec): 3 clusters
  Score: Raw -1288850.539746 + Penalty 3015.228164 = -1285835.311583
  nChanged 24
		SP:Iteration 42Q (4798.700000 sec): 3 clusters
  Score: Raw -1288858.577128 + Penalty 3015.228164 = -1285843.348964
  nChanged 17
		SP:Iteration 43Q (4798.890000 sec): 3 clusters
  Score: Raw -1288864.423198 + Penalty 3015.228164 = -1285849.195035
  nChanged 12
		SP:Iteration 44Q (4799.160000 sec): 3 clusters
  Score: Raw -1288868.842198 + Penalty 3015.228164 = -1285853.614035
  nChanged 8
		SP:Iteration 45Q (4799.420000 sec): 3 clusters
  Score: Raw -1288871.892076 + Penalty 3015.228164 = -1285856.663913
  nChanged 11
		SP:Iteration 46Q (4799.660000 sec): 3 clusters
  Score: Raw -1288876.197463 + Penalty 3015.228164 = -1285860.969299
  nChanged 10
		SP:Iteration 47Q (4799.890000 sec): 3 clusters
  Score: Raw -1288879.686564 + Penalty 3015.228164 = -1285864.458401
  nChanged 10
		SP:Iteration 48Q (4800.080000 sec): 3 clusters
  Score: Raw -1288882.721219 + Penalty 3015.228164 = -1285867.493056
  nChanged 5
		SP:Iteration 49Q (4800.300000 sec): 3 clusters
  Score: Raw -1288884.693039 + Penalty 3015.228164 = -1285869.464876
  nChanged 9
		SP:Iteration 50Q (4800.530000 sec): 3 clusters
  Score: Raw -1288889.339195 + Penalty 3015.228164 = -1285874.111031
  nChanged 11
		SP:Iteration 51Q (4800.740000 sec): 3 clusters
  Score: Raw -1288892.474166 + Penalty 3015.228164 = -1285877.246002
  nChanged 5
		SP:Iteration 52Q (4801.010000 sec): 3 clusters
  Score: Raw -1288893.720039 + Penalty 3015.228164 = -1285878.491875
  nChanged 2
		SP:Iteration 53Q (4801.210000 sec): 3 clusters
  Score: Raw -1288894.411144 + Penalty 3015.228164 = -1285879.182980
  nChanged 1
		SP:Iteration 54Q (4801.440000 sec): 3 clusters
  Score: Raw -1288894.496688 + Penalty 3015.228164 = -1285879.268525
  nChanged 1
		SP:Iteration 55Q (4801.720000 sec): 3 clusters
  Score: Raw -1288894.712232 + Penalty 3015.228164 = -1285879.484068
  nChanged 1
		SP:Iteration 56Q (4801.940000 sec): 3 clusters
  Score: Raw -1288895.281677 + Penalty 3015.228164 = -1285880.053513
  nChanged 1
		SP:Iteration 57Q (4802.200000 sec): 3 clusters
  Score: Raw -1288895.748586 + Penalty 3015.228164 = -1285880.520422
  nChanged 2
		SP:Iteration 58Q (4802.430000 sec): 3 clusters
  Score: Raw -1288896.218259 + Penalty 3015.228164 = -1285880.990095
  nChanged 1
		SP:Iteration 59Q (4802.640000 sec): 3 clusters
  Score: Raw -1288896.348581 + Penalty 3015.228164 = -1285881.120417
  nChanged 1
		SP:Iteration 60F (4802.860000 sec): 3 clusters
  Score: Raw -1288896.515796 + Penalty 3015.228164 = -1285881.287632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (58328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4803.280000 sec): 2 clusters
  Score: Raw -7004198.284117 + Penalty 1783.248599 = -7002415.035518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4803.720000 sec): 3 clusters
  Score: Raw -6966894.289058 + Penalty 3566.497198 = -6963327.791860
  nChanged 27715
		SP:Iteration 1F (4804.160000 sec): 3 clusters
  Score: Raw -6982763.447811 + Penalty 3566.497198 = -6979196.950613
  nChanged 2494
		SP:Iteration 2Q (4804.620000 sec): 3 clusters
  Score: Raw -6983695.969981 + Penalty 3566.497198 = -6980129.472783
  nChanged 2869
		SP:Iteration 3Q (4805.060000 sec): 3 clusters
  Score: Raw -6985025.525146 + Penalty 3566.497198 = -6981459.027948
  nChanged 3550
		SP:Iteration 4F (4805.530000 sec): 3 clusters
  Score: Raw -6987115.132947 + Penalty 3566.497198 = -6983548.635750
  nChanged 4183
		SP:Iteration 5F (4806.030000 sec): 3 clusters
  Score: Raw -6989879.020674 + Penalty 3566.497198 = -6986312.523476
  nChanged 4273
		SP:Iteration 6F (4806.490000 sec): 3 clusters
  Score: Raw -6992757.479200 + Penalty 3566.497198 = -6989190.982002
  nChanged 3805
		SP:Iteration 7F (4806.980000 sec): 3 clusters
  Score: Raw -6995190.369563 + Penalty 3566.497198 = -6991623.872365
  nChanged 3002
		SP:Iteration 8F (4807.480000 sec): 3 clusters
  Score: Raw -6997016.675270 + Penalty 3566.497198 = -6993450.178072
  nChanged 2352
		SP:Iteration 9Q (4807.970000 sec): 3 clusters
  Score: Raw -6998460.219167 + Penalty 3566.497198 = -6994893.721969
  nChanged 1911
		SP:Iteration 10Q (4808.390000 sec): 3 clusters
  Score: Raw -6999656.342658 + Penalty 3566.497198 = -6996089.845460
  nChanged 1587
		SP:Iteration 11Q (4808.850000 sec): 3 clusters
  Score: Raw -7000551.519544 + Penalty 3566.497198 = -6996985.022347
  nChanged 1278
		SP:Iteration 12Q (4809.300000 sec): 3 clusters
  Score: Raw -7001198.214670 + Penalty 3566.497198 = -6997631.717472
  nChanged 1007
		SP:Iteration 13Q (4809.760000 sec): 3 clusters
  Score: Raw -7001653.693023 + Penalty 3566.497198 = -6998087.195825
  nChanged 849
		SP:Iteration 14Q (4810.180000 sec): 3 clusters
  Score: Raw -7002001.029096 + Penalty 3566.497198 = -6998434.531898
  nChanged 745
		SP:Iteration 15Q (4810.680000 sec): 3 clusters
  Score: Raw -7002288.868914 + Penalty 3566.497198 = -6998722.371717
  nChanged 694
		SP:Iteration 16Q (4811.190000 sec): 3 clusters
  Score: Raw -7002566.535597 + Penalty 3566.497198 = -6999000.038399
  nChanged 647
		SP:Iteration 17Q (4811.650000 sec): 3 clusters
  Score: Raw -7002819.795100 + Penalty 3566.497198 = -6999253.297902
  nChanged 634
		SP:Iteration 18Q (4812.080000 sec): 3 clusters
  Score: Raw -7003081.165737 + Penalty 3566.497198 = -6999514.668539
  nChanged 655
		SP:Iteration 19Q (4812.520000 sec): 3 clusters
  Score: Raw -7003372.184032 + Penalty 3566.497198 = -6999805.686834
  nChanged 627
		SP:Iteration 20F (4813.010000 sec): 3 clusters
  Score: Raw -7003648.984954 + Penalty 3566.497198 = -7000082.487757
  nChanged 615
		SP:Iteration 21Q (4813.490000 sec): 3 clusters
  Score: Raw -7003930.250415 + Penalty 3566.497198 = -7000363.753217
  nChanged 566
		SP:Iteration 22Q (4813.930000 sec): 3 clusters
  Score: Raw -7004186.515007 + Penalty 3566.497198 = -7000620.017809
  nChanged 531
		SP:Iteration 23Q (4814.360000 sec): 3 clusters
  Score: Raw -7004420.787049 + Penalty 3566.497198 = -7000854.289851
  nChanged 452
		SP:Iteration 24Q (4814.780000 sec): 3 clusters
  Score: Raw -7004624.903628 + Penalty 3566.497198 = -7001058.406431
  nChanged 414
		SP:Iteration 25Q (4815.190000 sec): 3 clusters
  Score: Raw -7004812.064899 + Penalty 3566.497198 = -7001245.567701
  nChanged 319
		SP:Iteration 26Q (4815.610000 sec): 3 clusters
  Score: Raw -7004947.411827 + Penalty 3566.497198 = -7001380.914629
  nChanged 302
		SP:Iteration 27Q (4816.040000 sec): 3 clusters
  Score: Raw -7005078.009833 + Penalty 3566.497198 = -7001511.512635
  nChanged 254
		SP:Iteration 28Q (4816.490000 sec): 3 clusters
  Score: Raw -7005174.023715 + Penalty 3566.497198 = -7001607.526517
  nChanged 187
		SP:Iteration 29Q (4816.910000 sec): 3 clusters
  Score: Raw -7005240.442833 + Penalty 3566.497198 = -7001673.945636
  nChanged 159
		SP:Iteration 30Q (4817.330000 sec): 3 clusters
  Score: Raw -7005296.561169 + Penalty 3566.497198 = -7001730.063972
  nChanged 137
		SP:Iteration 31Q (4817.740000 sec): 3 clusters
  Score: Raw -7005339.764367 + Penalty 3566.497198 = -7001773.267169
  nChanged 117
		SP:Iteration 32Q (4818.210000 sec): 3 clusters
  Score: Raw -7005376.448477 + Penalty 3566.497198 = -7001809.951279
  nChanged 102
		SP:Iteration 33Q (4818.650000 sec): 3 clusters
  Score: Raw -7005408.725911 + Penalty 3566.497198 = -7001842.228713
  nChanged 76
		SP:Iteration 34Q (4819.070000 sec): 3 clusters
  Score: Raw -7005431.394908 + Penalty 3566.497198 = -7001864.897710
  nChanged 72
		SP:Iteration 35Q (4819.480000 sec): 3 clusters
  Score: Raw -7005457.215447 + Penalty 3566.497198 = -7001890.718250
  nChanged 78
		SP:Iteration 36Q (4819.920000 sec): 3 clusters
  Score: Raw -7005480.934931 + Penalty 3566.497198 = -7001914.437733
  nChanged 77
		SP:Iteration 37Q (4820.360000 sec): 3 clusters
  Score: Raw -7005505.286816 + Penalty 3566.497198 = -7001938.789619
  nChanged 77
		SP:Iteration 38Q (4820.830000 sec): 3 clusters
  Score: Raw -7005536.282607 + Penalty 3566.497198 = -7001969.785409
  nChanged 101
		SP:Iteration 39Q (4821.300000 sec): 3 clusters
  Score: Raw -7005581.756688 + Penalty 3566.497198 = -7002015.259491
  nChanged 121
		SP:Iteration 40F (4821.780000 sec): 3 clusters
  Score: Raw -7005647.048547 + Penalty 3566.497198 = -7002080.551350
  nChanged 148
		SP:Iteration 41Q (4822.260000 sec): 3 clusters
  Score: Raw -7005775.276321 + Penalty 3566.497198 = -7002208.779124
  nChanged 238
		SP:Iteration 42Q (4822.770000 sec): 3 clusters
  Score: Raw -7006139.519836 + Penalty 3566.497198 = -7002573.022638
  nChanged 327
		SP:Iteration 43Q (4823.220000 sec): 3 clusters
  Score: Raw -7007152.778781 + Penalty 3566.497198 = -7003586.281583
  nChanged 413
		SP:Iteration 44Q (4823.600000 sec): 3 clusters
  Score: Raw -7007839.362102 + Penalty 3566.497198 = -7004272.864904
  nChanged 443
		SP:Iteration 45Q (4824.000000 sec): 3 clusters
  Score: Raw -7008217.598732 + Penalty 3566.497198 = -7004651.101535
  nChanged 378
		SP:Iteration 46Q (4824.410000 sec): 3 clusters
  Score: Raw -7008515.584683 + Penalty 3566.497198 = -7004949.087485
  nChanged 314
		SP:Iteration 47Q (4824.830000 sec): 3 clusters
  Score: Raw -7008699.097643 + Penalty 3566.497198 = -7005132.600446
  nChanged 254
		SP:Iteration 48Q (4825.250000 sec): 3 clusters
  Score: Raw -7008813.505775 + Penalty 3566.497198 = -7005247.008577
  nChanged 193
		SP:Iteration 49Q (4825.680000 sec): 3 clusters
  Score: Raw -7008874.419193 + Penalty 3566.497198 = -7005307.921996
  nChanged 142
		SP:Iteration 50Q (4826.140000 sec): 3 clusters
  Score: Raw -7008924.738577 + Penalty 3566.497198 = -7005358.241379
  nChanged 138
		SP:Iteration 51Q (4826.550000 sec): 3 clusters
  Score: Raw -7008971.073660 + Penalty 3566.497198 = -7005404.576462
  nChanged 127
		SP:Iteration 52Q (4827.000000 sec): 3 clusters
  Score: Raw -7009006.077908 + Penalty 3566.497198 = -7005439.580710
  nChanged 114
		SP:Iteration 53Q (4827.440000 sec): 3 clusters
  Score: Raw -7009039.639349 + Penalty 3566.497198 = -7005473.142152
  nChanged 89
		SP:Iteration 54Q (4827.880000 sec): 3 clusters
  Score: Raw -7009060.882342 + Penalty 3566.497198 = -7005494.385144
  nChanged 65
		SP:Iteration 55Q (4828.300000 sec): 3 clusters
  Score: Raw -7009083.083271 + Penalty 3566.497198 = -7005516.586073
  nChanged 62
		SP:Iteration 56Q (4828.730000 sec): 3 clusters
  Score: Raw -7009099.919004 + Penalty 3566.497198 = -7005533.421807
  nChanged 58
		SP:Iteration 57Q (4829.140000 sec): 3 clusters
  Score: Raw -7009116.301151 + Penalty 3566.497198 = -7005549.803953
  nChanged 50
		SP:Iteration 58Q (4829.600000 sec): 3 clusters
  Score: Raw -7009130.533513 + Penalty 3566.497198 = -7005564.036316
  nChanged 57
		SP:Iteration 59Q (4830.040000 sec): 3 clusters
  Score: Raw -7009140.714189 + Penalty 3566.497198 = -7005574.216991
  nChanged 44
		SP:Iteration 60F (4830.580000 sec): 3 clusters
  Score: Raw -7009485.343818 + Penalty 3566.497198 = -7005918.846620
  nChanged 332
		SP:Iteration 61Q (4831.030000 sec): 3 clusters
  Score: Raw -7009895.303644 + Penalty 3566.497198 = -7006328.806446
  nChanged 414
		SP:Iteration 62Q (4831.450000 sec): 3 clusters
  Score: Raw -7010298.366460 + Penalty 3566.497198 = -7006731.869262
  nChanged 398
		SP:Iteration 63Q (4831.900000 sec): 3 clusters
  Score: Raw -7010613.656945 + Penalty 3566.497198 = -7007047.159747
  nChanged 331
		SP:Iteration 64Q (4832.310000 sec): 3 clusters
  Score: Raw -7010792.410268 + Penalty 3566.497198 = -7007225.913070
  nChanged 249
		SP:Iteration 65Q (4832.710000 sec): 3 clusters
  Score: Raw -7010879.233391 + Penalty 3566.497198 = -7007312.736194
  nChanged 189
		SP:Iteration 66Q (4833.150000 sec): 3 clusters
  Score: Raw -7010923.430714 + Penalty 3566.497198 = -7007356.933516
  nChanged 132
		SP:Iteration 67Q (4833.580000 sec): 3 clusters
  Score: Raw -7010947.771277 + Penalty 3566.497198 = -7007381.274079
  nChanged 93
		SP:Iteration 68Q (4834.030000 sec): 3 clusters
  Score: Raw -7010961.154750 + Penalty 3566.497198 = -7007394.657553
  nChanged 68
		SP:Iteration 69Q (4834.510000 sec): 3 clusters
  Score: Raw -7010968.843190 + Penalty 3566.497198 = -7007402.345992
  nChanged 53
		SP:Iteration 70Q (4834.940000 sec): 3 clusters
  Score: Raw -7010974.735628 + Penalty 3566.497198 = -7007408.238430
  nChanged 50
		SP:Iteration 71Q (4835.440000 sec): 3 clusters
  Score: Raw -7010979.267329 + Penalty 3566.497198 = -7007412.770131
  nChanged 29
		SP:Iteration 72Q (4835.910000 sec): 3 clusters
  Score: Raw -7010981.135396 + Penalty 3566.497198 = -7007414.638198
  nChanged 22
		SP:Iteration 73Q (4836.400000 sec): 3 clusters
  Score: Raw -7010982.539563 + Penalty 3566.497198 = -7007416.042365
  nChanged 21
		SP:Iteration 74Q (4836.840000 sec): 3 clusters
  Score: Raw -7010983.947674 + Penalty 3566.497198 = -7007417.450476
  nChanged 16
		SP:Iteration 75Q (4837.290000 sec): 3 clusters
  Score: Raw -7010985.117975 + Penalty 3566.497198 = -7007418.620777
  nChanged 15
		SP:Iteration 76Q (4837.770000 sec): 3 clusters
  Score: Raw -7010985.856682 + Penalty 3566.497198 = -7007419.359484
  nChanged 9
		SP:Iteration 77Q (4838.260000 sec): 3 clusters
  Score: Raw -7010986.324691 + Penalty 3566.497198 = -7007419.827494
  nChanged 10
		SP:Iteration 78Q (4838.720000 sec): 3 clusters
  Score: Raw -7010986.749755 + Penalty 3566.497198 = -7007420.252557
  nChanged 5
		SP:Iteration 79Q (4839.160000 sec): 3 clusters
  Score: Raw -7010987.002458 + Penalty 3566.497198 = -7007420.505260
  nChanged 11
		SP:Iteration 80F (4839.620000 sec): 3 clusters
  Score: Raw -7011005.478093 + Penalty 3566.497198 = -7007438.980896
  nChanged 40
		SP:Iteration 81Q (4840.090000 sec): 3 clusters
  Score: Raw -7011014.662450 + Penalty 3566.497198 = -7007448.165252
  nChanged 44
		SP:Iteration 82Q (4840.580000 sec): 3 clusters
  Score: Raw -7011020.888236 + Penalty 3566.497198 = -7007454.391038
  nChanged 36
		SP:Iteration 83Q (4841.040000 sec): 3 clusters
  Score: Raw -7011025.259803 + Penalty 3566.497198 = -7007458.762605
  nChanged 30
		SP:Iteration 84Q (4841.470000 sec): 3 clusters
  Score: Raw -7011027.757567 + Penalty 3566.497198 = -7007461.260369
  nChanged 27
		SP:Iteration 85Q (4841.870000 sec): 3 clusters
  Score: Raw -7011029.800577 + Penalty 3566.497198 = -7007463.303380
  nChanged 24
		SP:Iteration 86Q (4842.280000 sec): 3 clusters
  Score: Raw -7011031.895427 + Penalty 3566.497198 = -7007465.398229
  nChanged 25
		SP:Iteration 87Q (4842.660000 sec): 3 clusters
  Score: Raw -7011034.193111 + Penalty 3566.497198 = -7007467.695913
  nChanged 18
		SP:Iteration 88Q (4843.070000 sec): 3 clusters
  Score: Raw -7011035.753680 + Penalty 3566.497198 = -7007469.256482
  nChanged 16
		SP:Iteration 89Q (4843.490000 sec): 3 clusters
  Score: Raw -7011037.057476 + Penalty 3566.497198 = -7007470.560279
  nChanged 16
		SP:Iteration 90Q (4843.920000 sec): 3 clusters
  Score: Raw -7011038.502865 + Penalty 3566.497198 = -7007472.005667
  nChanged 21
		SP:Iteration 91Q (4844.430000 sec): 3 clusters
  Score: Raw -7011040.346281 + Penalty 3566.497198 = -7007473.849083
  nChanged 17
		SP:Iteration 92Q (4844.900000 sec): 3 clusters
  Score: Raw -7011041.557469 + Penalty 3566.497198 = -7007475.060271
  nChanged 14
		SP:Iteration 93Q (4845.350000 sec): 3 clusters
  Score: Raw -7011042.606038 + Penalty 3566.497198 = -7007476.108840
  nChanged 16
		SP:Iteration 94Q (4845.730000 sec): 3 clusters
  Score: Raw -7011043.972622 + Penalty 3566.497198 = -7007477.475424
  nChanged 16
		SP:Iteration 95Q (4846.140000 sec): 3 clusters
  Score: Raw -7011044.892369 + Penalty 3566.497198 = -7007478.395171
  nChanged 18
		SP:Iteration 96Q (4846.560000 sec): 3 clusters
  Score: Raw -7011046.183734 + Penalty 3566.497198 = -7007479.686536
  nChanged 21
		SP:Iteration 97Q (4847.020000 sec): 3 clusters
  Score: Raw -7011047.916770 + Penalty 3566.497198 = -7007481.419572
  nChanged 14
		SP:Iteration 98Q (4847.470000 sec): 3 clusters
  Score: Raw -7011048.955868 + Penalty 3566.497198 = -7007482.458670
  nChanged 18
		SP:Iteration 99Q (4847.970000 sec): 3 clusters
  Score: Raw -7011050.792606 + Penalty 3566.497198 = -7007484.295408
  nChanged 15
		SP:Iteration 100F (4848.500000 sec): 3 clusters
  Score: Raw -7011052.198852 + Penalty 3566.497198 = -7007485.701654
  nChanged 14
		SP:Iteration 101Q (4848.940000 sec): 3 clusters
  Score: Raw -7011053.026355 + Penalty 3566.497198 = -7007486.529157
  nChanged 10
		SP:Iteration 102Q (4849.340000 sec): 3 clusters
  Score: Raw -7011053.715271 + Penalty 3566.497198 = -7007487.218073
  nChanged 10
		SP:Iteration 103Q (4849.750000 sec): 3 clusters
  Score: Raw -7011054.283574 + Penalty 3566.497198 = -7007487.786376
  nChanged 6
		SP:Iteration 104Q (4850.150000 sec): 3 clusters
  Score: Raw -7011054.633148 + Penalty 3566.497198 = -7007488.135950
  nChanged 7
		SP:Iteration 105Q (4850.620000 sec): 3 clusters
  Score: Raw -7011054.965533 + Penalty 3566.497198 = -7007488.468335
  nChanged 10
		SP:Iteration 106Q (4851.070000 sec): 3 clusters
  Score: Raw -7011055.462064 + Penalty 3566.497198 = -7007488.964866
  nChanged 10
		SP:Iteration 107Q (4851.520000 sec): 3 clusters
  Score: Raw -7011056.051724 + Penalty 3566.497198 = -7007489.554526
  nChanged 9
		SP:Iteration 108Q (4851.930000 sec): 3 clusters
  Score: Raw -7011056.506239 + Penalty 3566.497198 = -7007490.009042
  nChanged 10
		SP:Iteration 109Q (4852.390000 sec): 3 clusters
  Score: Raw -7011057.045468 + Penalty 3566.497198 = -7007490.548271
  nChanged 12
		SP:Iteration 110Q (4852.840000 sec): 3 clusters
  Score: Raw -7011057.861702 + Penalty 3566.497198 = -7007491.364504
  nChanged 12
		SP:Iteration 111Q (4853.230000 sec): 3 clusters
  Score: Raw -7011058.684512 + Penalty 3566.497198 = -7007492.187314
  nChanged 13
		SP:Iteration 112Q (4853.630000 sec): 3 clusters
  Score: Raw -7011059.233160 + Penalty 3566.497198 = -7007492.735962
  nChanged 10
		SP:Iteration 113Q (4854.040000 sec): 3 clusters
  Score: Raw -7011059.680056 + Penalty 3566.497198 = -7007493.182858
  nChanged 6
		SP:Iteration 114Q (4854.470000 sec): 3 clusters
  Score: Raw -7011059.903093 + Penalty 3566.497198 = -7007493.405895
  nChanged 5
		SP:Iteration 115Q (4854.890000 sec): 3 clusters
  Score: Raw -7011060.034699 + Penalty 3566.497198 = -7007493.537502
  nChanged 3
		SP:Iteration 116Q (4855.330000 sec): 3 clusters
  Score: Raw -7011060.096987 + Penalty 3566.497198 = -7007493.599789
  nChanged 1
		SP:Iteration 117Q (4855.730000 sec): 3 clusters
  Score: Raw -7011060.110112 + Penalty 3566.497198 = -7007493.612914
  nChanged 0
		SP:Iteration 118F (4856.230000 sec): 3 clusters
  Score: Raw -7011060.110112 + Penalty 3566.497198 = -7007493.612914
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (25475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4856.490000 sec): 2 clusters
  Score: Raw -2986168.914399 + Penalty 1648.636089 = -2984520.278310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4856.840000 sec): 3 clusters
  Score: Raw -2970652.252789 + Penalty 3297.272179 = -2967354.980610
  nChanged 11620
		SP:Iteration 1F (4857.150000 sec): 3 clusters
  Score: Raw -2977031.336688 + Penalty 3297.272179 = -2973734.064509
  nChanged 1228
		SP:Iteration 2Q (4857.500000 sec): 3 clusters
  Score: Raw -2977446.622955 + Penalty 3297.272179 = -2974149.350776
  nChanged 1151
		SP:Iteration 3Q (4857.840000 sec): 3 clusters
  Score: Raw -2977854.122801 + Penalty 3297.272179 = -2974556.850622
  nChanged 1076
		SP:Iteration 4Q (4858.170000 sec): 3 clusters
  Score: Raw -2978285.917931 + Penalty 3297.272179 = -2974988.645752
  nChanged 1118
		SP:Iteration 5Q (4858.500000 sec): 3 clusters
  Score: Raw -2978801.993051 + Penalty 3297.272179 = -2975504.720872
  nChanged 1180
		SP:Iteration 6Q (4858.830000 sec): 3 clusters
  Score: Raw -2979440.956471 + Penalty 3297.272179 = -2976143.684292
  nChanged 1325
		SP:Iteration 7F (4859.160000 sec): 3 clusters
  Score: Raw -2980263.993127 + Penalty 3297.272179 = -2976966.720948
  nChanged 1420
		SP:Iteration 8F (4859.490000 sec): 3 clusters
  Score: Raw -2981197.777716 + Penalty 3297.272179 = -2977900.505538
  nChanged 1404
		SP:Iteration 9F (4859.820000 sec): 3 clusters
  Score: Raw -2982122.440022 + Penalty 3297.272179 = -2978825.167843
  nChanged 1319
		SP:Iteration 10F (4860.150000 sec): 3 clusters
  Score: Raw -2982879.209418 + Penalty 3297.272179 = -2979581.937239
  nChanged 1088
		SP:Iteration 11Q (4860.490000 sec): 3 clusters
  Score: Raw -2983409.217493 + Penalty 3297.272179 = -2980111.945314
  nChanged 794
		SP:Iteration 12Q (4860.810000 sec): 3 clusters
  Score: Raw -2983704.754587 + Penalty 3297.272179 = -2980407.482408
  nChanged 584
		SP:Iteration 13Q (4861.130000 sec): 3 clusters
  Score: Raw -2983892.364335 + Penalty 3297.272179 = -2980595.092156
  nChanged 408
		SP:Iteration 14Q (4861.420000 sec): 3 clusters
  Score: Raw -2984000.247014 + Penalty 3297.272179 = -2980702.974835
  nChanged 317
		SP:Iteration 15Q (4861.710000 sec): 3 clusters
  Score: Raw -2984069.860958 + Penalty 3297.272179 = -2980772.588779
  nChanged 267
		SP:Iteration 16Q (4862.020000 sec): 3 clusters
  Score: Raw -2984123.582657 + Penalty 3297.272179 = -2980826.310478
  nChanged 228
		SP:Iteration 17Q (4862.290000 sec): 3 clusters
  Score: Raw -2984173.969400 + Penalty 3297.272179 = -2980876.697221
  nChanged 216
		SP:Iteration 18Q (4862.620000 sec): 3 clusters
  Score: Raw -2984220.097997 + Penalty 3297.272179 = -2980922.825818
  nChanged 192
		SP:Iteration 19Q (4863.000000 sec): 3 clusters
  Score: Raw -2984260.918887 + Penalty 3297.272179 = -2980963.646709
  nChanged 198
		SP:Iteration 20F (4863.350000 sec): 3 clusters
  Score: Raw -2984302.590800 + Penalty 3297.272179 = -2981005.318622
  nChanged 197
		SP:Iteration 21Q (4863.680000 sec): 3 clusters
  Score: Raw -2984338.175114 + Penalty 3297.272179 = -2981040.902935
  nChanged 172
		SP:Iteration 22Q (4864.030000 sec): 3 clusters
  Score: Raw -2984371.304942 + Penalty 3297.272179 = -2981074.032763
  nChanged 177
		SP:Iteration 23Q (4864.360000 sec): 3 clusters
  Score: Raw -2984402.574756 + Penalty 3297.272179 = -2981105.302577
  nChanged 155
		SP:Iteration 24Q (4864.700000 sec): 3 clusters
  Score: Raw -2984432.151860 + Penalty 3297.272179 = -2981134.879681
  nChanged 158
		SP:Iteration 25Q (4865.010000 sec): 3 clusters
  Score: Raw -2984460.675074 + Penalty 3297.272179 = -2981163.402895
  nChanged 157
		SP:Iteration 26Q (4865.330000 sec): 3 clusters
  Score: Raw -2984485.193174 + Penalty 3297.272179 = -2981187.920995
  nChanged 150
		SP:Iteration 27Q (4865.690000 sec): 3 clusters
  Score: Raw -2984510.892931 + Penalty 3297.272179 = -2981213.620752
  nChanged 172
		SP:Iteration 28Q (4866.050000 sec): 3 clusters
  Score: Raw -2984543.224108 + Penalty 3297.272179 = -2981245.951929
  nChanged 166
		SP:Iteration 29Q (4866.380000 sec): 3 clusters
  Score: Raw -2984571.212154 + Penalty 3297.272179 = -2981273.939975
  nChanged 139
		SP:Iteration 30Q (4866.710000 sec): 3 clusters
  Score: Raw -2984595.940340 + Penalty 3297.272179 = -2981298.668161
  nChanged 131
		SP:Iteration 31Q (4867.070000 sec): 3 clusters
  Score: Raw -2984618.291504 + Penalty 3297.272179 = -2981321.019326
  nChanged 132
		SP:Iteration 32Q (4867.420000 sec): 3 clusters
  Score: Raw -2984642.203034 + Penalty 3297.272179 = -2981344.930855
  nChanged 141
		SP:Iteration 33Q (4867.750000 sec): 3 clusters
  Score: Raw -2984666.082289 + Penalty 3297.272179 = -2981368.810110
  nChanged 152
		SP:Iteration 34Q (4868.110000 sec): 3 clusters
  Score: Raw -2984693.328196 + Penalty 3297.272179 = -2981396.056017
  nChanged 136
		SP:Iteration 35Q (4868.470000 sec): 3 clusters
  Score: Raw -2984719.291214 + Penalty 3297.272179 = -2981422.019035
  nChanged 141
		SP:Iteration 36Q (4868.760000 sec): 3 clusters
  Score: Raw -2984746.554737 + Penalty 3297.272179 = -2981449.282559
  nChanged 130
		SP:Iteration 37Q (4869.090000 sec): 3 clusters
  Score: Raw -2984769.377977 + Penalty 3297.272179 = -2981472.105798
  nChanged 118
		SP:Iteration 38Q (4869.430000 sec): 3 clusters
  Score: Raw -2984793.009503 + Penalty 3297.272179 = -2981495.737324
  nChanged 144
		SP:Iteration 39Q (4869.830000 sec): 3 clusters
  Score: Raw -2984817.249173 + Penalty 3297.272179 = -2981519.976995
  nChanged 132
		SP:Iteration 40F (4870.150000 sec): 3 clusters
  Score: Raw -2984839.091647 + Penalty 3297.272179 = -2981541.819468
  nChanged 111
		SP:Iteration 41Q (4870.490000 sec): 3 clusters
  Score: Raw -2984854.472960 + Penalty 3297.272179 = -2981557.200782
  nChanged 98
		SP:Iteration 42Q (4870.850000 sec): 3 clusters
  Score: Raw -2984867.129264 + Penalty 3297.272179 = -2981569.857085
  nChanged 88
		SP:Iteration 43Q (4871.240000 sec): 3 clusters
  Score: Raw -2984879.424417 + Penalty 3297.272179 = -2981582.152238
  nChanged 86
		SP:Iteration 44Q (4871.630000 sec): 3 clusters
  Score: Raw -2984891.892408 + Penalty 3297.272179 = -2981594.620229
  nChanged 88
		SP:Iteration 45Q (4871.920000 sec): 3 clusters
  Score: Raw -2984906.130595 + Penalty 3297.272179 = -2981608.858417
  nChanged 90
		SP:Iteration 46Q (4872.230000 sec): 3 clusters
  Score: Raw -2984919.481400 + Penalty 3297.272179 = -2981622.209221
  nChanged 96
		SP:Iteration 47Q (4872.640000 sec): 3 clusters
  Score: Raw -2984934.893668 + Penalty 3297.272179 = -2981637.621489
  nChanged 92
		SP:Iteration 48Q (4872.920000 sec): 3 clusters
  Score: Raw -2984948.948841 + Penalty 3297.272179 = -2981651.676662
  nChanged 106
		SP:Iteration 49Q (4873.220000 sec): 3 clusters
  Score: Raw -2984967.396111 + Penalty 3297.272179 = -2981670.123932
  nChanged 128
		SP:Iteration 50Q (4873.550000 sec): 3 clusters
  Score: Raw -2984992.477895 + Penalty 3297.272179 = -2981695.205716
  nChanged 113
		SP:Iteration 51Q (4873.840000 sec): 3 clusters
  Score: Raw -2985011.807791 + Penalty 3297.272179 = -2981714.535612
  nChanged 106
		SP:Iteration 52Q (4874.170000 sec): 3 clusters
  Score: Raw -2985026.739011 + Penalty 3297.272179 = -2981729.466832
  nChanged 99
		SP:Iteration 53Q (4874.470000 sec): 3 clusters
  Score: Raw -2985041.714901 + Penalty 3297.272179 = -2981744.442722
  nChanged 103
		SP:Iteration 54Q (4874.740000 sec): 3 clusters
  Score: Raw -2985056.736314 + Penalty 3297.272179 = -2981759.464135
  nChanged 109
		SP:Iteration 55Q (4875.030000 sec): 3 clusters
  Score: Raw -2985074.028686 + Penalty 3297.272179 = -2981776.756507
  nChanged 105
		SP:Iteration 56Q (4875.310000 sec): 3 clusters
  Score: Raw -2985091.065783 + Penalty 3297.272179 = -2981793.793604
  nChanged 115
		SP:Iteration 57Q (4875.610000 sec): 3 clusters
  Score: Raw -2985108.691307 + Penalty 3297.272179 = -2981811.419128
  nChanged 106
		SP:Iteration 58Q (4875.890000 sec): 3 clusters
  Score: Raw -2985125.173769 + Penalty 3297.272179 = -2981827.901590
  nChanged 112
		SP:Iteration 59Q (4876.180000 sec): 3 clusters
  Score: Raw -2985142.900511 + Penalty 3297.272179 = -2981845.628332
  nChanged 123
		SP:Iteration 60F (4876.490000 sec): 3 clusters
  Score: Raw -2985164.821078 + Penalty 3297.272179 = -2981867.548899
  nChanged 128
		SP:Iteration 61Q (4876.820000 sec): 3 clusters
  Score: Raw -2985191.937670 + Penalty 3297.272179 = -2981894.665492
  nChanged 127
		SP:Iteration 62Q (4877.080000 sec): 3 clusters
  Score: Raw -2985215.003041 + Penalty 3297.272179 = -2981917.730862
  nChanged 135
		SP:Iteration 63Q (4877.350000 sec): 3 clusters
  Score: Raw -2985241.343292 + Penalty 3297.272179 = -2981944.071113
  nChanged 147
		SP:Iteration 64Q (4877.640000 sec): 3 clusters
  Score: Raw -2985275.338288 + Penalty 3297.272179 = -2981978.066109
  nChanged 148
		SP:Iteration 65Q (4877.920000 sec): 3 clusters
  Score: Raw -2985309.533166 + Penalty 3297.272179 = -2982012.260988
  nChanged 152
		SP:Iteration 66Q (4878.240000 sec): 3 clusters
  Score: Raw -2985342.667187 + Penalty 3297.272179 = -2982045.395008
  nChanged 136
		SP:Iteration 67Q (4878.490000 sec): 3 clusters
  Score: Raw -2985371.257794 + Penalty 3297.272179 = -2982073.985615
  nChanged 122
		SP:Iteration 68Q (4878.800000 sec): 3 clusters
  Score: Raw -2985396.831445 + Penalty 3297.272179 = -2982099.559266
  nChanged 109
		SP:Iteration 69Q (4879.200000 sec): 3 clusters
  Score: Raw -2985419.409572 + Penalty 3297.272179 = -2982122.137393
  nChanged 102
		SP:Iteration 70Q (4879.590000 sec): 3 clusters
  Score: Raw -2985438.962189 + Penalty 3297.272179 = -2982141.690010
  nChanged 107
		SP:Iteration 71Q (4879.860000 sec): 3 clusters
  Score: Raw -2985463.160452 + Penalty 3297.272179 = -2982165.888274
  nChanged 118
		SP:Iteration 72Q (4880.220000 sec): 3 clusters
  Score: Raw -2985490.681029 + Penalty 3297.272179 = -2982193.408850
  nChanged 109
		SP:Iteration 73Q (4880.550000 sec): 3 clusters
  Score: Raw -2985516.150651 + Penalty 3297.272179 = -2982218.878472
  nChanged 99
		SP:Iteration 74Q (4880.850000 sec): 3 clusters
  Score: Raw -2985537.424504 + Penalty 3297.272179 = -2982240.152325
  nChanged 108
		SP:Iteration 75Q (4881.170000 sec): 3 clusters
  Score: Raw -2985564.288274 + Penalty 3297.272179 = -2982267.016095
  nChanged 120
		SP:Iteration 76Q (4881.530000 sec): 3 clusters
  Score: Raw -2985591.982255 + Penalty 3297.272179 = -2982294.710076
  nChanged 119
		SP:Iteration 77Q (4881.840000 sec): 3 clusters
  Score: Raw -2985618.460717 + Penalty 3297.272179 = -2982321.188538
  nChanged 113
		SP:Iteration 78Q (4882.130000 sec): 3 clusters
  Score: Raw -2985649.339551 + Penalty 3297.272179 = -2982352.067373
  nChanged 127
		SP:Iteration 79Q (4882.440000 sec): 3 clusters
  Score: Raw -2985688.076808 + Penalty 3297.272179 = -2982390.804629
  nChanged 138
		SP:Iteration 80F (4882.730000 sec): 3 clusters
  Score: Raw -2985736.091716 + Penalty 3297.272179 = -2982438.819537
  nChanged 140
		SP:Iteration 81Q (4883.060000 sec): 3 clusters
  Score: Raw -2985786.169841 + Penalty 3297.272179 = -2982488.897663
  nChanged 150
		SP:Iteration 82Q (4883.360000 sec): 3 clusters
  Score: Raw -2985840.157245 + Penalty 3297.272179 = -2982542.885066
  nChanged 143
		SP:Iteration 83Q (4883.660000 sec): 3 clusters
  Score: Raw -2985893.250632 + Penalty 3297.272179 = -2982595.978453
  nChanged 137
		SP:Iteration 84Q (4883.940000 sec): 3 clusters
  Score: Raw -2985944.284297 + Penalty 3297.272179 = -2982647.012118
  nChanged 134
		SP:Iteration 85Q (4884.250000 sec): 3 clusters
  Score: Raw -2985998.386848 + Penalty 3297.272179 = -2982701.114669
  nChanged 128
		SP:Iteration 86Q (4884.560000 sec): 3 clusters
  Score: Raw -2986053.718706 + Penalty 3297.272179 = -2982756.446527
  nChanged 121
		SP:Iteration 87Q (4884.820000 sec): 3 clusters
  Score: Raw -2986103.803701 + Penalty 3297.272179 = -2982806.531522
  nChanged 108
		SP:Iteration 88Q (4885.070000 sec): 3 clusters
  Score: Raw -2986148.953451 + Penalty 3297.272179 = -2982851.681272
  nChanged 112
		SP:Iteration 89Q (4885.380000 sec): 3 clusters
  Score: Raw -2986199.048612 + Penalty 3297.272179 = -2982901.776433
  nChanged 92
		SP:Iteration 90Q (4885.680000 sec): 3 clusters
  Score: Raw -2986239.841572 + Penalty 3297.272179 = -2982942.569394
  nChanged 86
		SP:Iteration 91Q (4885.940000 sec): 3 clusters
  Score: Raw -2986280.102023 + Penalty 3297.272179 = -2982982.829844
  nChanged 68
		SP:Iteration 92Q (4886.270000 sec): 3 clusters
  Score: Raw -2986306.718727 + Penalty 3297.272179 = -2983009.446548
  nChanged 57
		SP:Iteration 93Q (4886.600000 sec): 3 clusters
  Score: Raw -2986329.517738 + Penalty 3297.272179 = -2983032.245559
  nChanged 52
		SP:Iteration 94Q (4886.870000 sec): 3 clusters
  Score: Raw -2986348.414008 + Penalty 3297.272179 = -2983051.141829
  nChanged 50
		SP:Iteration 95Q (4887.170000 sec): 3 clusters
  Score: Raw -2986372.303708 + Penalty 3297.272179 = -2983075.031530
  nChanged 54
		SP:Iteration 96Q (4887.470000 sec): 3 clusters
  Score: Raw -2986398.860084 + Penalty 3297.272179 = -2983101.587905
  nChanged 48
		SP:Iteration 97Q (4887.840000 sec): 3 clusters
  Score: Raw -2986421.841763 + Penalty 3297.272179 = -2983124.569584
  nChanged 43
		SP:Iteration 98Q (4888.130000 sec): 3 clusters
  Score: Raw -2986439.532443 + Penalty 3297.272179 = -2983142.260265
  nChanged 34
		SP:Iteration 99Q (4888.370000 sec): 3 clusters
  Score: Raw -2986452.930576 + Penalty 3297.272179 = -2983155.658397
  nChanged 35
		SP:Iteration 100F (4888.700000 sec): 3 clusters
  Score: Raw -2986467.437539 + Penalty 3297.272179 = -2983170.165361
  nChanged 35
		SP:Iteration 101Q (4888.980000 sec): 3 clusters
  Score: Raw -2986486.321497 + Penalty 3297.272179 = -2983189.049318
  nChanged 28
		SP:Iteration 102Q (4889.250000 sec): 3 clusters
  Score: Raw -2986499.928030 + Penalty 3297.272179 = -2983202.655851
  nChanged 26
		SP:Iteration 103Q (4889.530000 sec): 3 clusters
  Score: Raw -2986511.400738 + Penalty 3297.272179 = -2983214.128559
  nChanged 20
		SP:Iteration 104Q (4889.760000 sec): 3 clusters
  Score: Raw -2986520.909384 + Penalty 3297.272179 = -2983223.637205
  nChanged 20
		SP:Iteration 105Q (4890.020000 sec): 3 clusters
  Score: Raw -2986530.707197 + Penalty 3297.272179 = -2983233.435018
  nChanged 15
		SP:Iteration 106Q (4890.280000 sec): 3 clusters
  Score: Raw -2986536.882378 + Penalty 3297.272179 = -2983239.610200
  nChanged 14
		SP:Iteration 107Q (4890.530000 sec): 3 clusters
  Score: Raw -2986541.801047 + Penalty 3297.272179 = -2983244.528868
  nChanged 15
		SP:Iteration 108Q (4890.840000 sec): 3 clusters
  Score: Raw -2986549.779664 + Penalty 3297.272179 = -2983252.507486
  nChanged 19
		SP:Iteration 109Q (4891.080000 sec): 3 clusters
  Score: Raw -2986558.484893 + Penalty 3297.272179 = -2983261.212714
  nChanged 15
		SP:Iteration 110Q (4891.360000 sec): 3 clusters
  Score: Raw -2986564.731231 + Penalty 3297.272179 = -2983267.459052
  nChanged 9
		SP:Iteration 111Q (4891.690000 sec): 3 clusters
  Score: Raw -2986567.196965 + Penalty 3297.272179 = -2983269.924786
  nChanged 8
		SP:Iteration 112Q (4891.940000 sec): 3 clusters
  Score: Raw -2986569.498803 + Penalty 3297.272179 = -2983272.226625
  nChanged 2
		SP:Iteration 113Q (4892.200000 sec): 3 clusters
  Score: Raw -2986569.926628 + Penalty 3297.272179 = -2983272.654449
  nChanged 5
		SP:Iteration 114Q (4892.450000 sec): 3 clusters
  Score: Raw -2986570.890826 + Penalty 3297.272179 = -2983273.618647
  nChanged 0
		SP:Iteration 115F (4892.760000 sec): 3 clusters
  Score: Raw -2986570.890826 + Penalty 3297.272179 = -2983273.618647
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (12838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4892.890000 sec): 2 clusters
  Score: Raw -1539922.532714 + Penalty 1537.276780 = -1538385.255933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4893.150000 sec): 3 clusters
  Score: Raw -1532509.726118 + Penalty 3074.553561 = -1529435.172557
  nChanged 5639
		SP:Iteration 1F (4893.440000 sec): 3 clusters
  Score: Raw -1535594.622014 + Penalty 3074.553561 = -1532520.068453
  nChanged 827
		SP:Iteration 2F (4893.660000 sec): 3 clusters
  Score: Raw -1535976.729555 + Penalty 3074.553561 = -1532902.175994
  nChanged 714
		SP:Iteration 3F (4893.970000 sec): 3 clusters
  Score: Raw -1536338.624574 + Penalty 3074.553561 = -1533264.071013
  nChanged 725
		SP:Iteration 4F (4894.250000 sec): 3 clusters
  Score: Raw -1536762.784252 + Penalty 3074.553561 = -1533688.230691
  nChanged 766
		SP:Iteration 5F (4894.540000 sec): 3 clusters
  Score: Raw -1537271.984349 + Penalty 3074.553561 = -1534197.430788
  nChanged 816
		SP:Iteration 6F (4894.740000 sec): 3 clusters
  Score: Raw -1537864.577473 + Penalty 3074.553561 = -1534790.023912
  nChanged 796
		SP:Iteration 7F (4895.020000 sec): 3 clusters
  Score: Raw -1538484.088953 + Penalty 3074.553561 = -1535409.535392
  nChanged 702
		SP:Iteration 8F (4895.270000 sec): 3 clusters
  Score: Raw -1539023.708952 + Penalty 3074.553561 = -1535949.155391
  nChanged 547
		SP:Iteration 9Q (4895.490000 sec): 3 clusters
  Score: Raw -1539446.591615 + Penalty 3074.553561 = -1536372.038054
  nChanged 444
		SP:Iteration 10Q (4895.720000 sec): 3 clusters
  Score: Raw -1539732.945835 + Penalty 3074.553561 = -1536658.392275
  nChanged 338
		SP:Iteration 11Q (4895.940000 sec): 3 clusters
  Score: Raw -1539901.574262 + Penalty 3074.553561 = -1536827.020701
  nChanged 260
		SP:Iteration 12Q (4896.190000 sec): 3 clusters
  Score: Raw -1540013.554608 + Penalty 3074.553561 = -1536939.001048
  nChanged 215
		SP:Iteration 13Q (4896.440000 sec): 3 clusters
  Score: Raw -1540093.194688 + Penalty 3074.553561 = -1537018.641127
  nChanged 185
		SP:Iteration 14Q (4896.720000 sec): 3 clusters
  Score: Raw -1540154.435632 + Penalty 3074.553561 = -1537079.882071
  nChanged 152
		SP:Iteration 15Q (4896.970000 sec): 3 clusters
  Score: Raw -1540190.572990 + Penalty 3074.553561 = -1537116.019429
  nChanged 106
		SP:Iteration 16Q (4897.200000 sec): 3 clusters
  Score: Raw -1540214.958469 + Penalty 3074.553561 = -1537140.404908
  nChanged 83
		SP:Iteration 17Q (4897.390000 sec): 3 clusters
  Score: Raw -1540230.539139 + Penalty 3074.553561 = -1537155.985578
  nChanged 64
		SP:Iteration 18Q (4897.700000 sec): 3 clusters
  Score: Raw -1540241.185123 + Penalty 3074.553561 = -1537166.631563
  nChanged 53
		SP:Iteration 19Q (4897.960000 sec): 3 clusters
  Score: Raw -1540249.273213 + Penalty 3074.553561 = -1537174.719653
  nChanged 57
		SP:Iteration 20F (4898.160000 sec): 3 clusters
  Score: Raw -1540260.178595 + Penalty 3074.553561 = -1537185.625034
  nChanged 51
		SP:Iteration 21Q (4898.440000 sec): 3 clusters
  Score: Raw -1540270.409517 + Penalty 3074.553561 = -1537195.855956
  nChanged 48
		SP:Iteration 22Q (4898.640000 sec): 3 clusters
  Score: Raw -1540279.364293 + Penalty 3074.553561 = -1537204.810733
  nChanged 57
		SP:Iteration 23Q (4898.900000 sec): 3 clusters
  Score: Raw -1540291.774135 + Penalty 3074.553561 = -1537217.220574
  nChanged 66
		SP:Iteration 24Q (4899.220000 sec): 3 clusters
  Score: Raw -1540305.319288 + Penalty 3074.553561 = -1537230.765728
  nChanged 54
		SP:Iteration 25Q (4899.460000 sec): 3 clusters
  Score: Raw -1540315.974128 + Penalty 3074.553561 = -1537241.420568
  nChanged 51
		SP:Iteration 26Q (4899.710000 sec): 3 clusters
  Score: Raw -1540325.106435 + Penalty 3074.553561 = -1537250.552875
  nChanged 50
		SP:Iteration 27Q (4900.000000 sec): 3 clusters
  Score: Raw -1540334.031273 + Penalty 3074.553561 = -1537259.477713
  nChanged 43
		SP:Iteration 28Q (4900.210000 sec): 3 clusters
  Score: Raw -1540341.796527 + Penalty 3074.553561 = -1537267.242967
  nChanged 42
		SP:Iteration 29Q (4900.470000 sec): 3 clusters
  Score: Raw -1540349.504580 + Penalty 3074.553561 = -1537274.951019
  nChanged 45
		SP:Iteration 30Q (4900.690000 sec): 3 clusters
  Score: Raw -1540356.558056 + Penalty 3074.553561 = -1537282.004495
  nChanged 43
		SP:Iteration 31Q (4900.970000 sec): 3 clusters
  Score: Raw -1540362.880530 + Penalty 3074.553561 = -1537288.326969
  nChanged 34
		SP:Iteration 32Q (4901.190000 sec): 3 clusters
  Score: Raw -1540368.172382 + Penalty 3074.553561 = -1537293.618821
  nChanged 27
		SP:Iteration 33Q (4901.490000 sec): 3 clusters
  Score: Raw -1540371.923818 + Penalty 3074.553561 = -1537297.370258
  nChanged 28
		SP:Iteration 34Q (4901.720000 sec): 3 clusters
  Score: Raw -1540376.190528 + Penalty 3074.553561 = -1537301.636967
  nChanged 40
		SP:Iteration 35Q (4902.000000 sec): 3 clusters
  Score: Raw -1540382.953815 + Penalty 3074.553561 = -1537308.400254
  nChanged 51
		SP:Iteration 36Q (4902.190000 sec): 3 clusters
  Score: Raw -1540393.257432 + Penalty 3074.553561 = -1537318.703872
  nChanged 48
		SP:Iteration 37Q (4902.520000 sec): 3 clusters
  Score: Raw -1540402.576907 + Penalty 3074.553561 = -1537328.023346
  nChanged 51
		SP:Iteration 38Q (4902.740000 sec): 3 clusters
  Score: Raw -1540411.921708 + Penalty 3074.553561 = -1537337.368147
  nChanged 54
		SP:Iteration 39Q (4903.000000 sec): 3 clusters
  Score: Raw -1540421.056703 + Penalty 3074.553561 = -1537346.503142
  nChanged 57
		SP:Iteration 40F (4903.260000 sec): 3 clusters
  Score: Raw -1540433.130917 + Penalty 3074.553561 = -1537358.577357
  nChanged 61
		SP:Iteration 41Q (4903.520000 sec): 3 clusters
  Score: Raw -1540448.531312 + Penalty 3074.553561 = -1537373.977752
  nChanged 73
		SP:Iteration 42Q (4903.840000 sec): 3 clusters
  Score: Raw -1540464.064628 + Penalty 3074.553561 = -1537389.511068
  nChanged 81
		SP:Iteration 43Q (4904.080000 sec): 3 clusters
  Score: Raw -1540489.250143 + Penalty 3074.553561 = -1537414.696583
  nChanged 104
		SP:Iteration 44Q (4904.290000 sec): 3 clusters
  Score: Raw -1540529.010657 + Penalty 3074.553561 = -1537454.457096
  nChanged 133
		SP:Iteration 45Q (4904.560000 sec): 3 clusters
  Score: Raw -1540596.047857 + Penalty 3074.553561 = -1537521.494297
  nChanged 161
		SP:Iteration 46Q (4904.820000 sec): 3 clusters
  Score: Raw -1540686.732879 + Penalty 3074.553561 = -1537612.179318
  nChanged 186
		SP:Iteration 47Q (4905.040000 sec): 3 clusters
  Score: Raw -1540812.672673 + Penalty 3074.553561 = -1537738.119113
  nChanged 205
		SP:Iteration 48Q (4905.290000 sec): 3 clusters
  Score: Raw -1541028.750677 + Penalty 3074.553561 = -1537954.197116
  nChanged 285
		SP:Iteration 49Q (4905.530000 sec): 3 clusters
  Score: Raw -1541372.137748 + Penalty 3074.553561 = -1538297.584188
  nChanged 297
		SP:Iteration 50Q (4905.820000 sec): 3 clusters
  Score: Raw -1541700.653577 + Penalty 3074.553561 = -1538626.100016
  nChanged 289
		SP:Iteration 51Q (4906.080000 sec): 3 clusters
  Score: Raw -1541968.992346 + Penalty 3074.553561 = -1538894.438786
  nChanged 224
		SP:Iteration 52Q (4906.320000 sec): 3 clusters
  Score: Raw -1542131.829521 + Penalty 3074.553561 = -1539057.275961
  nChanged 190
		SP:Iteration 53Q (4906.640000 sec): 3 clusters
  Score: Raw -1542269.601635 + Penalty 3074.553561 = -1539195.048074
  nChanged 150
		SP:Iteration 54Q (4906.850000 sec): 3 clusters
  Score: Raw -1542356.554918 + Penalty 3074.553561 = -1539282.001357
  nChanged 133
		SP:Iteration 55Q (4907.120000 sec): 3 clusters
  Score: Raw -1542423.481753 + Penalty 3074.553561 = -1539348.928193
  nChanged 118
		SP:Iteration 56Q (4907.370000 sec): 3 clusters
  Score: Raw -1542472.542821 + Penalty 3074.553561 = -1539397.989260
  nChanged 78
		SP:Iteration 57Q (4907.630000 sec): 3 clusters
  Score: Raw -1542503.609013 + Penalty 3074.553561 = -1539429.055452
  nChanged 63
		SP:Iteration 58Q (4907.850000 sec): 3 clusters
  Score: Raw -1542532.467744 + Penalty 3074.553561 = -1539457.914183
  nChanged 47
		SP:Iteration 59Q (4908.100000 sec): 3 clusters
  Score: Raw -1542546.515114 + Penalty 3074.553561 = -1539471.961554
  nChanged 43
		SP:Iteration 60F (4908.350000 sec): 3 clusters
  Score: Raw -1542576.094581 + Penalty 3074.553561 = -1539501.541020
  nChanged 48
		SP:Iteration 61Q (4908.600000 sec): 3 clusters
  Score: Raw -1542589.331348 + Penalty 3074.553561 = -1539514.777787
  nChanged 47
		SP:Iteration 62Q (4908.870000 sec): 3 clusters
  Score: Raw -1542599.296372 + Penalty 3074.553561 = -1539524.742811
  nChanged 41
		SP:Iteration 63Q (4909.150000 sec): 3 clusters
  Score: Raw -1542606.389897 + Penalty 3074.553561 = -1539531.836336
  nChanged 31
		SP:Iteration 64Q (4909.400000 sec): 3 clusters
  Score: Raw -1542611.109720 + Penalty 3074.553561 = -1539536.556160
  nChanged 31
		SP:Iteration 65Q (4909.690000 sec): 3 clusters
  Score: Raw -1542616.834308 + Penalty 3074.553561 = -1539542.280747
  nChanged 24
		SP:Iteration 66Q (4909.990000 sec): 3 clusters
  Score: Raw -1542619.833611 + Penalty 3074.553561 = -1539545.280051
  nChanged 12
		SP:Iteration 67Q (4910.290000 sec): 3 clusters
  Score: Raw -1542621.003044 + Penalty 3074.553561 = -1539546.449484
  nChanged 12
		SP:Iteration 68Q (4910.510000 sec): 3 clusters
  Score: Raw -1542622.225734 + Penalty 3074.553561 = -1539547.672173
  nChanged 6
		SP:Iteration 69Q (4910.740000 sec): 3 clusters
  Score: Raw -1542622.677462 + Penalty 3074.553561 = -1539548.123901
  nChanged 2
		SP:Iteration 70Q (4911.000000 sec): 3 clusters
  Score: Raw -1542622.923132 + Penalty 3074.553561 = -1539548.369572
  nChanged 1
		SP:Iteration 71Q (4911.290000 sec): 3 clusters
  Score: Raw -1542622.964261 + Penalty 3074.553561 = -1539548.410701
  nChanged 2
		SP:Iteration 72Q (4911.520000 sec): 3 clusters
  Score: Raw -1542623.059879 + Penalty 3074.553561 = -1539548.506318
  nChanged 0
		SP:Iteration 73F (4911.790000 sec): 3 clusters
  Score: Raw -1542623.059879 + Penalty 3074.553561 = -1539548.506318
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (1436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4911.870000 sec): 2 clusters
  Score: Raw -151512.998620 + Penalty 1181.312722 = -150331.685898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4912.080000 sec): 3 clusters
  Score: Raw -151224.603049 + Penalty 2362.625444 = -148861.977605
  nChanged 566
		SP:Iteration 1F (4912.280000 sec): 3 clusters
  Score: Raw -153037.457467 + Penalty 2362.625444 = -150674.832024
  nChanged 255
		SP:Iteration 2F (4912.490000 sec): 3 clusters
  Score: Raw -155187.507479 + Penalty 2362.625444 = -152824.882036
  nChanged 204
		SP:Iteration 3F (4912.670000 sec): 3 clusters
  Score: Raw -155824.978418 + Penalty 2362.625444 = -153462.352974
  nChanged 55
		SP:Iteration 4Q (4912.910000 sec): 3 clusters
  Score: Raw -155932.025089 + Penalty 2362.625444 = -153569.399645
  nChanged 25
		SP:Iteration 5Q (4913.080000 sec): 3 clusters
  Score: Raw -155978.470186 + Penalty 2362.625444 = -153615.844742
  nChanged 10
		SP:Iteration 6Q (4913.300000 sec): 3 clusters
  Score: Raw -155994.866955 + Penalty 2362.625444 = -153632.241511
  nChanged 5
		SP:Iteration 7Q (4913.470000 sec): 3 clusters
  Score: Raw -155999.372027 + Penalty 2362.625444 = -153636.746584
  nChanged 2
		SP:Iteration 8Q (4913.610000 sec): 3 clusters
  Score: Raw -156003.115831 + Penalty 2362.625444 = -153640.490387
  nChanged 2
		SP:Iteration 9Q (4913.820000 sec): 3 clusters
  Score: Raw -156005.132211 + Penalty 2362.625444 = -153642.506767
  nChanged 1
		SP:Iteration 10Q (4913.970000 sec): 3 clusters
  Score: Raw -156005.832877 + Penalty 2362.625444 = -153643.207434
  nChanged 2
		SP:Iteration 11Q (4914.160000 sec): 3 clusters
  Score: Raw -156007.885328 + Penalty 2362.625444 = -153645.259884
  nChanged 4
		SP:Iteration 12Q (4914.340000 sec): 3 clusters
  Score: Raw -156012.160479 + Penalty 2362.625444 = -153649.535035
  nChanged 0
		SP:Iteration 13F (4914.520000 sec): 3 clusters
  Score: Raw -156012.160479 + Penalty 2362.625444 = -153649.535035
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (1181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4914.650000 sec): 2 clusters
  Score: Raw -110695.278445 + Penalty 1149.543983 = -109545.734462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4914.840000 sec): 3 clusters
  Score: Raw -110555.478303 + Penalty 2299.087965 = -108256.390338
  nChanged 441
		SP:Iteration 1F (4915.030000 sec): 3 clusters
  Score: Raw -112592.803247 + Penalty 2299.087965 = -110293.715282
  nChanged 234
		SP:Iteration 2F (4915.250000 sec): 3 clusters
  Score: Raw -114487.719787 + Penalty 2299.087965 = -112188.631821
  nChanged 50
		SP:Iteration 3Q (4915.420000 sec): 3 clusters
  Score: Raw -114788.915113 + Penalty 2299.087965 = -112489.827148
  nChanged 19
		SP:Iteration 4Q (4915.580000 sec): 3 clusters
  Score: Raw -114870.795961 + Penalty 2299.087965 = -112571.707996
  nChanged 9
		SP:Iteration 5Q (4915.740000 sec): 3 clusters
  Score: Raw -114909.440492 + Penalty 2299.087965 = -112610.352527
  nChanged 4
		SP:Iteration 6Q (4915.980000 sec): 3 clusters
  Score: Raw -114921.858419 + Penalty 2299.087965 = -112622.770454
  nChanged 3
		SP:Iteration 7Q (4916.200000 sec): 3 clusters
  Score: Raw -114949.530432 + Penalty 2299.087965 = -112650.442466
  nChanged 3
		SP:Iteration 8Q (4916.340000 sec): 3 clusters
  Score: Raw -114959.512012 + Penalty 2299.087965 = -112660.424047
  nChanged 2
		SP:Iteration 9Q (4916.570000 sec): 3 clusters
  Score: Raw -114964.461698 + Penalty 2299.087965 = -112665.373733
  nChanged 1
		SP:Iteration 10Q (4916.710000 sec): 3 clusters
  Score: Raw -114966.879309 + Penalty 2299.087965 = -112667.791344
  nChanged 1
		SP:Iteration 11Q (4916.920000 sec): 3 clusters
  Score: Raw -114972.393085 + Penalty 2299.087965 = -112673.305119
  nChanged 2
		SP:Iteration 12Q (4917.090000 sec): 3 clusters
  Score: Raw -114978.021727 + Penalty 2299.087965 = -112678.933762
  nChanged 1
		SP:Iteration 13Q (4917.280000 sec): 3 clusters
  Score: Raw -114979.959553 + Penalty 2299.087965 = -112680.871588
  nChanged 0
		SP:Iteration 14F (4917.480000 sec): 3 clusters
  Score: Raw -114979.959553 + Penalty 2299.087965 = -112680.871588
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (376943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4919.310000 sec): 2 clusters
  Score: Raw -45147330.862898 + Penalty 2086.475505 = -45145244.387393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4921.190000 sec): 3 clusters
  Score: Raw -44895153.087706 + Penalty 4172.951010 = -44890980.136696
  nChanged 183805
		SP:Iteration 1F (4923.020000 sec): 3 clusters
  Score: Raw -45005699.644543 + Penalty 4172.951010 = -45001526.693533
  nChanged 10820
		SP:Iteration 2Q (4925.200000 sec): 3 clusters
  Score: Raw -45008517.905396 + Penalty 4172.951010 = -45004344.954386
  nChanged 12065
		SP:Iteration 3Q (4927.170000 sec): 3 clusters
  Score: Raw -45011999.601527 + Penalty 4172.951010 = -45007826.650517
  nChanged 13100
		SP:Iteration 4Q (4929.220000 sec): 3 clusters
  Score: Raw -45016215.239748 + Penalty 4172.951010 = -45012042.288738
  nChanged 14594
		SP:Iteration 5Q (4931.370000 sec): 3 clusters
  Score: Raw -45021610.409099 + Penalty 4172.951010 = -45017437.458089
  nChanged 16634
		SP:Iteration 6Q (4933.180000 sec): 3 clusters
  Score: Raw -45028583.112317 + Penalty 4172.951010 = -45024410.161307
  nChanged 18574
		SP:Iteration 7Q (4934.950000 sec): 3 clusters
  Score: Raw -45037987.882392 + Penalty 4172.951010 = -45033814.931382
  nChanged 20849
		SP:Iteration 8F (4936.820000 sec): 3 clusters
  Score: Raw -45050454.680419 + Penalty 4172.951010 = -45046281.729409
  nChanged 21952
		SP:Iteration 9F (4938.620000 sec): 3 clusters
  Score: Raw -45064483.782846 + Penalty 4172.951010 = -45060310.831836
  nChanged 20676
		SP:Iteration 10F (4940.480000 sec): 3 clusters
  Score: Raw -45077314.898752 + Penalty 4172.951010 = -45073141.947742
  nChanged 17896
		SP:Iteration 11Q (4942.460000 sec): 3 clusters
  Score: Raw -45087270.315967 + Penalty 4172.951010 = -45083097.364957
  nChanged 14448
		SP:Iteration 12Q (4944.360000 sec): 3 clusters
  Score: Raw -45094315.228332 + Penalty 4172.951010 = -45090142.277322
  nChanged 11336
		SP:Iteration 13Q (4946.210000 sec): 3 clusters
  Score: Raw -45099445.954125 + Penalty 4172.951010 = -45095273.003115
  nChanged 9507
		SP:Iteration 14Q (4947.960000 sec): 3 clusters
  Score: Raw -45103422.285997 + Penalty 4172.951010 = -45099249.334987
  nChanged 7904
		SP:Iteration 15Q (4949.920000 sec): 3 clusters
  Score: Raw -45106627.053711 + Penalty 4172.951010 = -45102454.102702
  nChanged 7170
		SP:Iteration 16Q (4951.840000 sec): 3 clusters
  Score: Raw -45109294.586821 + Penalty 4172.951010 = -45105121.635811
  nChanged 6513
		SP:Iteration 17Q (4953.700000 sec): 3 clusters
  Score: Raw -45111474.471086 + Penalty 4172.951010 = -45107301.520076
  nChanged 5886
		SP:Iteration 18Q (4955.500000 sec): 3 clusters
  Score: Raw -45113232.067753 + Penalty 4172.951010 = -45109059.116743
  nChanged 5199
		SP:Iteration 19Q (4957.300000 sec): 3 clusters
  Score: Raw -45114679.807150 + Penalty 4172.951010 = -45110506.856140
  nChanged 4612
		SP:Iteration 20F (4959.120000 sec): 3 clusters
  Score: Raw -45115835.060094 + Penalty 4172.951010 = -45111662.109084
  nChanged 4098
		SP:Iteration 21Q (4960.780000 sec): 3 clusters
  Score: Raw -45116771.560967 + Penalty 4172.951010 = -45112598.609957
  nChanged 3658
		SP:Iteration 22Q (4962.540000 sec): 3 clusters
  Score: Raw -45117562.472842 + Penalty 4172.951010 = -45113389.521832
  nChanged 3514
		SP:Iteration 23Q (4964.550000 sec): 3 clusters
  Score: Raw -45118287.571608 + Penalty 4172.951010 = -45114114.620598
  nChanged 3277
		SP:Iteration 24Q (4966.670000 sec): 3 clusters
  Score: Raw -45118941.860447 + Penalty 4172.951010 = -45114768.909437
  nChanged 3233
		SP:Iteration 25Q (4968.950000 sec): 3 clusters
  Score: Raw -45119577.537483 + Penalty 4172.951010 = -45115404.586473
  nChanged 3264
		SP:Iteration 26Q (4970.780000 sec): 3 clusters
  Score: Raw -45120193.431518 + Penalty 4172.951010 = -45116020.480508
  nChanged 3223
		SP:Iteration 27Q (4972.430000 sec): 3 clusters
  Score: Raw -45120794.985171 + Penalty 4172.951010 = -45116622.034161
  nChanged 3268
		SP:Iteration 28Q (4974.190000 sec): 3 clusters
  Score: Raw -45121418.263182 + Penalty 4172.951010 = -45117245.312172
  nChanged 3414
		SP:Iteration 29Q (4975.970000 sec): 3 clusters
  Score: Raw -45122089.992098 + Penalty 4172.951010 = -45117917.041089
  nChanged 3556
		SP:Iteration 30Q (4977.620000 sec): 3 clusters
  Score: Raw -45122807.575501 + Penalty 4172.951010 = -45118634.624491
  nChanged 3778
		SP:Iteration 31Q (4979.270000 sec): 3 clusters
  Score: Raw -45123587.978512 + Penalty 4172.951010 = -45119415.027502
  nChanged 3868
		SP:Iteration 32Q (4980.960000 sec): 3 clusters
  Score: Raw -45124427.842951 + Penalty 4172.951010 = -45120254.891941
  nChanged 4096
		SP:Iteration 33Q (4982.680000 sec): 3 clusters
  Score: Raw -45125337.565847 + Penalty 4172.951010 = -45121164.614837
  nChanged 4210
		SP:Iteration 34Q (4984.490000 sec): 3 clusters
  Score: Raw -45126324.833150 + Penalty 4172.951010 = -45122151.882140
  nChanged 4362
		SP:Iteration 35Q (4986.180000 sec): 3 clusters
  Score: Raw -45127406.473007 + Penalty 4172.951010 = -45123233.521997
  nChanged 4491
		SP:Iteration 36Q (4988.020000 sec): 3 clusters
  Score: Raw -45128586.887649 + Penalty 4172.951010 = -45124413.936639
  nChanged 4524
		SP:Iteration 37Q (4989.800000 sec): 3 clusters
  Score: Raw -45129839.593422 + Penalty 4172.951010 = -45125666.642412
  nChanged 4639
		SP:Iteration 38Q (4991.390000 sec): 3 clusters
  Score: Raw -45131188.658332 + Penalty 4172.951010 = -45127015.707323
  nChanged 4671
		SP:Iteration 39Q (4992.880000 sec): 3 clusters
  Score: Raw -45132610.684399 + Penalty 4172.951010 = -45128437.733389
  nChanged 4655
		SP:Iteration 40F (4994.560000 sec): 3 clusters
  Score: Raw -45134105.091661 + Penalty 4172.951010 = -45129932.140652
  nChanged 4617
		SP:Iteration 41Q (4996.160000 sec): 3 clusters
  Score: Raw -45135643.349750 + Penalty 4172.951010 = -45131470.398740
  nChanged 4523
		SP:Iteration 42Q (4997.750000 sec): 3 clusters
  Score: Raw -45137215.127428 + Penalty 4172.951010 = -45133042.176418
  nChanged 4452
		SP:Iteration 43Q (4999.330000 sec): 3 clusters
  Score: Raw -45138851.308843 + Penalty 4172.951010 = -45134678.357833
  nChanged 4282
		SP:Iteration 44Q (5000.830000 sec): 3 clusters
  Score: Raw -45140505.641592 + Penalty 4172.951010 = -45136332.690582
  nChanged 4006
		SP:Iteration 45Q (5002.350000 sec): 3 clusters
  Score: Raw -45142069.663304 + Penalty 4172.951010 = -45137896.712294
  nChanged 3687
		SP:Iteration 46Q (5003.840000 sec): 3 clusters
  Score: Raw -45143549.383441 + Penalty 4172.951010 = -45139376.432431
  nChanged 3330
		SP:Iteration 47Q (5005.340000 sec): 3 clusters
  Score: Raw -45144906.828379 + Penalty 4172.951010 = -45140733.877369
  nChanged 3017
		SP:Iteration 48Q (5006.810000 sec): 3 clusters
  Score: Raw -45146150.937685 + Penalty 4172.951010 = -45141977.986675
  nChanged 2558
		SP:Iteration 49Q (5008.260000 sec): 3 clusters
  Score: Raw -45147168.888572 + Penalty 4172.951010 = -45142995.937562
  nChanged 2141
		SP:Iteration 50Q (5009.980000 sec): 3 clusters
  Score: Raw -45148009.595815 + Penalty 4172.951010 = -45143836.644805
  nChanged 1803
		SP:Iteration 51Q (5011.470000 sec): 3 clusters
  Score: Raw -45148715.044636 + Penalty 4172.951010 = -45144542.093626
  nChanged 1453
		SP:Iteration 52Q (5013.040000 sec): 3 clusters
  Score: Raw -45149271.482285 + Penalty 4172.951010 = -45145098.531275
  nChanged 1177
		SP:Iteration 53Q (5014.490000 sec): 3 clusters
  Score: Raw -45149739.521482 + Penalty 4172.951010 = -45145566.570472
  nChanged 986
		SP:Iteration 54Q (5015.880000 sec): 3 clusters
  Score: Raw -45150150.177663 + Penalty 4172.951010 = -45145977.226653
  nChanged 833
		SP:Iteration 55Q (5017.310000 sec): 3 clusters
  Score: Raw -45150499.366557 + Penalty 4172.951010 = -45146326.415547
  nChanged 694
		SP:Iteration 56Q (5018.710000 sec): 3 clusters
  Score: Raw -45150793.334424 + Penalty 4172.951010 = -45146620.383414
  nChanged 585
		SP:Iteration 57Q (5020.230000 sec): 3 clusters
  Score: Raw -45151069.823162 + Penalty 4172.951010 = -45146896.872152
  nChanged 517
		SP:Iteration 58Q (5021.770000 sec): 3 clusters
  Score: Raw -45151314.888622 + Penalty 4172.951010 = -45147141.937612
  nChanged 440
		SP:Iteration 59Q (5023.340000 sec): 3 clusters
  Score: Raw -45151484.746671 + Penalty 4172.951010 = -45147311.795661
  nChanged 349
		SP:Iteration 60F (5025.090000 sec): 3 clusters
  Score: Raw -45151585.285726 + Penalty 4172.951010 = -45147412.334716
  nChanged 255
		SP:Iteration 61Q (5026.590000 sec): 3 clusters
  Score: Raw -45151637.066025 + Penalty 4172.951010 = -45147464.115015
  nChanged 211
		SP:Iteration 62Q (5028.330000 sec): 3 clusters
  Score: Raw -45151675.038019 + Penalty 4172.951010 = -45147502.087009
  nChanged 159
		SP:Iteration 63Q (5029.860000 sec): 3 clusters
  Score: Raw -45151701.368069 + Penalty 4172.951010 = -45147528.417059
  nChanged 121
		SP:Iteration 64Q (5031.470000 sec): 3 clusters
  Score: Raw -45151721.189261 + Penalty 4172.951010 = -45147548.238251
  nChanged 111
		SP:Iteration 65Q (5033.020000 sec): 3 clusters
  Score: Raw -45151736.723143 + Penalty 4172.951010 = -45147563.772133
  nChanged 95
		SP:Iteration 66Q (5034.540000 sec): 3 clusters
  Score: Raw -45151748.137037 + Penalty 4172.951010 = -45147575.186027
  nChanged 79
		SP:Iteration 67Q (5036.260000 sec): 3 clusters
  Score: Raw -45151756.006623 + Penalty 4172.951010 = -45147583.055613
  nChanged 61
		SP:Iteration 68Q (5037.980000 sec): 3 clusters
  Score: Raw -45151761.843614 + Penalty 4172.951010 = -45147588.892604
  nChanged 46
		SP:Iteration 69Q (5039.490000 sec): 3 clusters
  Score: Raw -45151765.768125 + Penalty 4172.951010 = -45147592.817116
  nChanged 42
		SP:Iteration 70Q (5040.850000 sec): 3 clusters
  Score: Raw -45151769.591718 + Penalty 4172.951010 = -45147596.640708
  nChanged 38
		SP:Iteration 71Q (5042.300000 sec): 3 clusters
  Score: Raw -45151772.478660 + Penalty 4172.951010 = -45147599.527651
  nChanged 29
		SP:Iteration 72Q (5043.860000 sec): 3 clusters
  Score: Raw -45151774.373148 + Penalty 4172.951010 = -45147601.422138
  nChanged 29
		SP:Iteration 73Q (5045.370000 sec): 3 clusters
  Score: Raw -45151776.348192 + Penalty 4172.951010 = -45147603.397183
  nChanged 26
		SP:Iteration 74Q (5046.770000 sec): 3 clusters
  Score: Raw -45151778.106513 + Penalty 4172.951010 = -45147605.155503
  nChanged 20
		SP:Iteration 75Q (5048.190000 sec): 3 clusters
  Score: Raw -45151779.411801 + Penalty 4172.951010 = -45147606.460791
  nChanged 15
		SP:Iteration 76Q (5049.700000 sec): 3 clusters
  Score: Raw -45151780.588535 + Penalty 4172.951010 = -45147607.637525
  nChanged 15
		SP:Iteration 77Q (5051.050000 sec): 3 clusters
  Score: Raw -45151781.560526 + Penalty 4172.951010 = -45147608.609517
  nChanged 17
		SP:Iteration 78Q (5052.460000 sec): 3 clusters
  Score: Raw -45151782.825143 + Penalty 4172.951010 = -45147609.874134
  nChanged 14
		SP:Iteration 79Q (5053.880000 sec): 3 clusters
  Score: Raw -45151783.724006 + Penalty 4172.951010 = -45147610.772997
  nChanged 15
		SP:Iteration 80F (5055.550000 sec): 3 clusters
  Score: Raw -45151784.485438 + Penalty 4172.951010 = -45147611.534428
  nChanged 8
		SP:Iteration 81Q (5056.950000 sec): 3 clusters
  Score: Raw -45151784.942846 + Penalty 4172.951010 = -45147611.991836
  nChanged 10
		SP:Iteration 82Q (5058.380000 sec): 3 clusters
  Score: Raw -45151785.814815 + Penalty 4172.951010 = -45147612.863805
  nChanged 14
		SP:Iteration 83Q (5059.790000 sec): 3 clusters
  Score: Raw -45151786.656104 + Penalty 4172.951010 = -45147613.705094
  nChanged 14
		SP:Iteration 84Q (5061.270000 sec): 3 clusters
  Score: Raw -45151787.717057 + Penalty 4172.951010 = -45147614.766047
  nChanged 13
		SP:Iteration 85Q (5062.620000 sec): 3 clusters
  Score: Raw -45151788.551476 + Penalty 4172.951010 = -45147615.600466
  nChanged 7
		SP:Iteration 86Q (5063.950000 sec): 3 clusters
  Score: Raw -45151789.132968 + Penalty 4172.951010 = -45147616.181958
  nChanged 8
		SP:Iteration 87Q (5065.210000 sec): 3 clusters
  Score: Raw -45151789.542317 + Penalty 4172.951010 = -45147616.591307
  nChanged 5
		SP:Iteration 88Q (5066.470000 sec): 3 clusters
  Score: Raw -45151789.799335 + Penalty 4172.951010 = -45147616.848325
  nChanged 5
		SP:Iteration 89Q (5067.730000 sec): 3 clusters
  Score: Raw -45151790.009304 + Penalty 4172.951010 = -45147617.058294
  nChanged 4
		SP:Iteration 90Q (5069.050000 sec): 3 clusters
  Score: Raw -45151790.175318 + Penalty 4172.951010 = -45147617.224308
  nChanged 4
		SP:Iteration 91Q (5070.320000 sec): 3 clusters
  Score: Raw -45151790.313817 + Penalty 4172.951010 = -45147617.362807
  nChanged 1
		SP:Iteration 92Q (5071.630000 sec): 3 clusters
  Score: Raw -45151790.376691 + Penalty 4172.951010 = -45147617.425681
  nChanged 3
		SP:Iteration 93Q (5072.880000 sec): 3 clusters
  Score: Raw -45151790.475672 + Penalty 4172.951010 = -45147617.524663
  nChanged 0
		SP:Iteration 94F (5074.390000 sec): 3 clusters
  Score: Raw -45151790.475672 + Penalty 4172.951010 = -45147617.524663
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (6155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5074.700000 sec): 2 clusters
  Score: Raw -696645.703416 + Penalty 1417.815756 = -695227.887659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5074.890000 sec): 3 clusters
  Score: Raw -693404.481937 + Penalty 2835.631513 = -690568.850425
  nChanged 2553
		SP:Iteration 1F (5075.080000 sec): 3 clusters
  Score: Raw -695485.603190 + Penalty 2835.631513 = -692649.971677
  nChanged 657
		SP:Iteration 2F (5075.300000 sec): 3 clusters
  Score: Raw -696457.356513 + Penalty 2835.631513 = -693621.725000
  nChanged 581
		SP:Iteration 3F (5075.480000 sec): 3 clusters
  Score: Raw -697586.270822 + Penalty 2835.631513 = -694750.639309
  nChanged 642
		SP:Iteration 4F (5075.680000 sec): 3 clusters
  Score: Raw -698646.985200 + Penalty 2835.631513 = -695811.353687
  nChanged 624
		SP:Iteration 5F (5075.900000 sec): 3 clusters
  Score: Raw -699584.591448 + Penalty 2835.631513 = -696748.959935
  nChanged 494
		SP:Iteration 6F (5076.140000 sec): 3 clusters
  Score: Raw -700349.442320 + Penalty 2835.631513 = -697513.810808
  nChanged 301
		SP:Iteration 7Q (5076.340000 sec): 3 clusters
  Score: Raw -700975.317470 + Penalty 2835.631513 = -698139.685957
  nChanged 178
		SP:Iteration 8Q (5076.540000 sec): 3 clusters
  Score: Raw -701455.445139 + Penalty 2835.631513 = -698619.813627
  nChanged 90
		SP:Iteration 9Q (5076.700000 sec): 3 clusters
  Score: Raw -701742.685775 + Penalty 2835.631513 = -698907.054262
  nChanged 64
		SP:Iteration 10Q (5076.900000 sec): 3 clusters
  Score: Raw -701907.551538 + Penalty 2835.631513 = -699071.920025
  nChanged 47
		SP:Iteration 11Q (5077.120000 sec): 3 clusters
  Score: Raw -702015.322230 + Penalty 2835.631513 = -699179.690718
  nChanged 29
		SP:Iteration 12Q (5077.300000 sec): 3 clusters
  Score: Raw -702073.683657 + Penalty 2835.631513 = -699238.052145
  nChanged 28
		SP:Iteration 13Q (5077.540000 sec): 3 clusters
  Score: Raw -702123.169413 + Penalty 2835.631513 = -699287.537900
  nChanged 15
		SP:Iteration 14Q (5077.740000 sec): 3 clusters
  Score: Raw -702146.056126 + Penalty 2835.631513 = -699310.424614
  nChanged 19
		SP:Iteration 15Q (5077.910000 sec): 3 clusters
  Score: Raw -702166.814495 + Penalty 2835.631513 = -699331.182982
  nChanged 9
		SP:Iteration 16Q (5078.130000 sec): 3 clusters
  Score: Raw -702174.799294 + Penalty 2835.631513 = -699339.167782
  nChanged 7
		SP:Iteration 17Q (5078.320000 sec): 3 clusters
  Score: Raw -702181.988086 + Penalty 2835.631513 = -699346.356574
  nChanged 9
		SP:Iteration 18Q (5078.540000 sec): 3 clusters
  Score: Raw -702191.403243 + Penalty 2835.631513 = -699355.771731
  nChanged 9
		SP:Iteration 19Q (5078.710000 sec): 3 clusters
  Score: Raw -702202.943600 + Penalty 2835.631513 = -699367.312088
  nChanged 10
		SP:Iteration 20F (5078.870000 sec): 3 clusters
  Score: Raw -702216.376967 + Penalty 2835.631513 = -699380.745454
  nChanged 9
		SP:Iteration 21Q (5079.040000 sec): 3 clusters
  Score: Raw -702228.200663 + Penalty 2835.631513 = -699392.569150
  nChanged 13
		SP:Iteration 22Q (5079.220000 sec): 3 clusters
  Score: Raw -702264.032512 + Penalty 2835.631513 = -699428.401000
  nChanged 18
		SP:Iteration 23Q (5079.420000 sec): 3 clusters
  Score: Raw -702347.887175 + Penalty 2835.631513 = -699512.255662
  nChanged 27
		SP:Iteration 24Q (5079.590000 sec): 3 clusters
  Score: Raw -702505.392492 + Penalty 2835.631513 = -699669.760980
  nChanged 27
		SP:Iteration 25Q (5079.840000 sec): 3 clusters
  Score: Raw -702848.749519 + Penalty 2835.631513 = -700013.118007
  nChanged 13
		SP:Iteration 26Q (5080.020000 sec): 3 clusters
  Score: Raw -702950.901921 + Penalty 2835.631513 = -700115.270409
  nChanged 4
		SP:Iteration 27Q (5080.210000 sec): 3 clusters
  Score: Raw -702956.702763 + Penalty 2835.631513 = -700121.071251
  nChanged 1
		SP:Iteration 28Q (5080.380000 sec): 3 clusters
  Score: Raw -702957.217711 + Penalty 2835.631513 = -700121.586198
  nChanged 0
		SP:Iteration 29F (5080.600000 sec): 3 clusters
  Score: Raw -702957.217711 + Penalty 2835.631513 = -700121.586198
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (32633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5080.810000 sec): 2 clusters
  Score: Raw -3951371.453976 + Penalty 1688.875390 = -3949682.578585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5081.130000 sec): 3 clusters
  Score: Raw -3931170.550495 + Penalty 3377.750781 = -3927792.799714
  nChanged 15036
		SP:Iteration 1F (5081.470000 sec): 3 clusters
  Score: Raw -3939496.816999 + Penalty 3377.750781 = -3936119.066218
  nChanged 1601
		SP:Iteration 2Q (5081.760000 sec): 3 clusters
  Score: Raw -3940165.967602 + Penalty 3377.750781 = -3936788.216822
  nChanged 1888
		SP:Iteration 3F (5082.060000 sec): 3 clusters
  Score: Raw -3941174.055114 + Penalty 3377.750781 = -3937796.304333
  nChanged 2313
		SP:Iteration 4F (5082.370000 sec): 3 clusters
  Score: Raw -3942768.735213 + Penalty 3377.750781 = -3939390.984432
  nChanged 2732
		SP:Iteration 5F (5082.640000 sec): 3 clusters
  Score: Raw -3945024.387187 + Penalty 3377.750781 = -3941646.636407
  nChanged 2608
		SP:Iteration 6F (5082.960000 sec): 3 clusters
  Score: Raw -3947539.979115 + Penalty 3377.750781 = -3944162.228334
  nChanged 2105
		SP:Iteration 7F (5083.260000 sec): 3 clusters
  Score: Raw -3949790.162650 + Penalty 3377.750781 = -3946412.411869
  nChanged 1374
		SP:Iteration 8Q (5083.590000 sec): 3 clusters
  Score: Raw -3951242.809663 + Penalty 3377.750781 = -3947865.058882
  nChanged 789
		SP:Iteration 9Q (5083.870000 sec): 3 clusters
  Score: Raw -3952075.174718 + Penalty 3377.750781 = -3948697.423937
  nChanged 529
		SP:Iteration 10Q (5084.180000 sec): 3 clusters
  Score: Raw -3952788.362675 + Penalty 3377.750781 = -3949410.611894
  nChanged 539
		SP:Iteration 11Q (5084.480000 sec): 3 clusters
  Score: Raw -3953683.751292 + Penalty 3377.750781 = -3950306.000511
  nChanged 626
		SP:Iteration 12Q (5084.800000 sec): 3 clusters
  Score: Raw -3954758.225720 + Penalty 3377.750781 = -3951380.474939
  nChanged 684
		SP:Iteration 13Q (5085.110000 sec): 3 clusters
  Score: Raw -3956042.116044 + Penalty 3377.750781 = -3952664.365264
  nChanged 707
		SP:Iteration 14Q (5085.430000 sec): 3 clusters
  Score: Raw -3957359.607853 + Penalty 3377.750781 = -3953981.857073
  nChanged 576
		SP:Iteration 15Q (5085.710000 sec): 3 clusters
  Score: Raw -3958186.088853 + Penalty 3377.750781 = -3954808.338072
  nChanged 428
		SP:Iteration 16Q (5086.060000 sec): 3 clusters
  Score: Raw -3958641.471676 + Penalty 3377.750781 = -3955263.720895
  nChanged 301
		SP:Iteration 17Q (5086.380000 sec): 3 clusters
  Score: Raw -3958869.910175 + Penalty 3377.750781 = -3955492.159395
  nChanged 214
		SP:Iteration 18Q (5086.650000 sec): 3 clusters
  Score: Raw -3958978.601471 + Penalty 3377.750781 = -3955600.850690
  nChanged 140
		SP:Iteration 19Q (5086.980000 sec): 3 clusters
  Score: Raw -3959023.292597 + Penalty 3377.750781 = -3955645.541817
  nChanged 82
		SP:Iteration 20F (5087.340000 sec): 3 clusters
  Score: Raw -3959046.509214 + Penalty 3377.750781 = -3955668.758433
  nChanged 77
		SP:Iteration 21Q (5087.660000 sec): 3 clusters
  Score: Raw -3959067.092563 + Penalty 3377.750781 = -3955689.341782
  nChanged 57
		SP:Iteration 22Q (5087.970000 sec): 3 clusters
  Score: Raw -3959079.090440 + Penalty 3377.750781 = -3955701.339659
  nChanged 54
		SP:Iteration 23Q (5088.250000 sec): 3 clusters
  Score: Raw -3959089.789168 + Penalty 3377.750781 = -3955712.038387
  nChanged 45
		SP:Iteration 24Q (5088.560000 sec): 3 clusters
  Score: Raw -3959097.384889 + Penalty 3377.750781 = -3955719.634108
  nChanged 30
		SP:Iteration 25Q (5088.900000 sec): 3 clusters
  Score: Raw -3959101.193861 + Penalty 3377.750781 = -3955723.443081
  nChanged 26
		SP:Iteration 26Q (5089.250000 sec): 3 clusters
  Score: Raw -3959103.570910 + Penalty 3377.750781 = -3955725.820129
  nChanged 12
		SP:Iteration 27Q (5089.610000 sec): 3 clusters
  Score: Raw -3959104.429467 + Penalty 3377.750781 = -3955726.678686
  nChanged 11
		SP:Iteration 28Q (5089.940000 sec): 3 clusters
  Score: Raw -3959105.370013 + Penalty 3377.750781 = -3955727.619232
  nChanged 6
		SP:Iteration 29Q (5090.270000 sec): 3 clusters
  Score: Raw -3959105.632382 + Penalty 3377.750781 = -3955727.881602
  nChanged 5
		SP:Iteration 30Q (5090.580000 sec): 3 clusters
  Score: Raw -3959105.881962 + Penalty 3377.750781 = -3955728.131182
  nChanged 6
		SP:Iteration 31Q (5090.870000 sec): 3 clusters
  Score: Raw -3959106.242923 + Penalty 3377.750781 = -3955728.492142
  nChanged 3
		SP:Iteration 32Q (5091.210000 sec): 3 clusters
  Score: Raw -3959106.474863 + Penalty 3377.750781 = -3955728.724082
  nChanged 4
		SP:Iteration 33Q (5091.490000 sec): 3 clusters
  Score: Raw -3959106.638249 + Penalty 3377.750781 = -3955728.887468
  nChanged 0
		SP:Iteration 34F (5091.760000 sec): 3 clusters
  Score: Raw -3959106.638249 + Penalty 3377.750781 = -3955728.887468
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (5029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5091.900000 sec): 2 clusters
  Score: Raw -536489.457357 + Penalty 1384.983671 = -535104.473686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5092.110000 sec): 3 clusters
  Score: Raw -533941.852729 + Penalty 2769.967342 = -531171.885387
  nChanged 2032
		SP:Iteration 1F (5092.300000 sec): 3 clusters
  Score: Raw -535209.184598 + Penalty 2769.967342 = -532439.217256
  nChanged 433
		SP:Iteration 2F (5092.490000 sec): 3 clusters
  Score: Raw -535533.563537 + Penalty 2769.967342 = -532763.596195
  nChanged 354
		SP:Iteration 3F (5092.680000 sec): 3 clusters
  Score: Raw -535821.999095 + Penalty 2769.967342 = -533052.031754
  nChanged 317
		SP:Iteration 4F (5092.830000 sec): 3 clusters
  Score: Raw -536113.026738 + Penalty 2769.967342 = -533343.059397
  nChanged 288
		SP:Iteration 5F (5093.020000 sec): 3 clusters
  Score: Raw -536436.300588 + Penalty 2769.967342 = -533666.333246
  nChanged 278
		SP:Iteration 6F (5093.240000 sec): 3 clusters
  Score: Raw -536762.038489 + Penalty 2769.967342 = -533992.071147
  nChanged 266
		SP:Iteration 7F (5093.440000 sec): 3 clusters
  Score: Raw -537020.532032 + Penalty 2769.967342 = -534250.564690
  nChanged 203
		SP:Iteration 8Q (5093.670000 sec): 3 clusters
  Score: Raw -537185.137679 + Penalty 2769.967342 = -534415.170337
  nChanged 132
		SP:Iteration 9Q (5093.870000 sec): 3 clusters
  Score: Raw -537261.479077 + Penalty 2769.967342 = -534491.511735
  nChanged 107
		SP:Iteration 10Q (5094.100000 sec): 3 clusters
  Score: Raw -537321.589568 + Penalty 2769.967342 = -534551.622227
  nChanged 77
		SP:Iteration 11Q (5094.250000 sec): 3 clusters
  Score: Raw -537371.684930 + Penalty 2769.967342 = -534601.717588
  nChanged 64
		SP:Iteration 12Q (5094.430000 sec): 3 clusters
  Score: Raw -537407.812619 + Penalty 2769.967342 = -534637.845277
  nChanged 55
		SP:Iteration 13Q (5094.590000 sec): 3 clusters
  Score: Raw -537433.234628 + Penalty 2769.967342 = -534663.267286
  nChanged 45
		SP:Iteration 14Q (5094.780000 sec): 3 clusters
  Score: Raw -537448.218224 + Penalty 2769.967342 = -534678.250882
  nChanged 32
		SP:Iteration 15Q (5094.990000 sec): 3 clusters
  Score: Raw -537463.271186 + Penalty 2769.967342 = -534693.303844
  nChanged 35
		SP:Iteration 16Q (5095.200000 sec): 3 clusters
  Score: Raw -537475.424700 + Penalty 2769.967342 = -534705.457359
  nChanged 20
		SP:Iteration 17Q (5095.450000 sec): 3 clusters
  Score: Raw -537481.134820 + Penalty 2769.967342 = -534711.167478
  nChanged 16
		SP:Iteration 18Q (5095.670000 sec): 3 clusters
  Score: Raw -537484.628083 + Penalty 2769.967342 = -534714.660741
  nChanged 10
		SP:Iteration 19Q (5095.850000 sec): 3 clusters
  Score: Raw -537486.783761 + Penalty 2769.967342 = -534716.816419
  nChanged 10
		SP:Iteration 20F (5096.050000 sec): 3 clusters
  Score: Raw -537489.230414 + Penalty 2769.967342 = -534719.263072
  nChanged 11
		SP:Iteration 21Q (5096.240000 sec): 3 clusters
  Score: Raw -537491.642766 + Penalty 2769.967342 = -534721.675424
  nChanged 8
		SP:Iteration 22Q (5096.370000 sec): 3 clusters
  Score: Raw -537493.563776 + Penalty 2769.967342 = -534723.596434
  nChanged 6
		SP:Iteration 23Q (5096.560000 sec): 3 clusters
  Score: Raw -537495.562919 + Penalty 2769.967342 = -534725.595577
  nChanged 6
		SP:Iteration 24Q (5096.770000 sec): 3 clusters
  Score: Raw -537497.634475 + Penalty 2769.967342 = -534727.667133
  nChanged 4
		SP:Iteration 25Q (5097.010000 sec): 3 clusters
  Score: Raw -537498.563090 + Penalty 2769.967342 = -534728.595748
  nChanged 3
		SP:Iteration 26Q (5097.230000 sec): 3 clusters
  Score: Raw -537498.997926 + Penalty 2769.967342 = -534729.030584
  nChanged 1
		SP:Iteration 27Q (5097.370000 sec): 3 clusters
  Score: Raw -537499.611710 + Penalty 2769.967342 = -534729.644368
  nChanged 4
		SP:Iteration 28Q (5097.560000 sec): 3 clusters
  Score: Raw -537500.089354 + Penalty 2769.967342 = -534730.122012
  nChanged 1
		SP:Iteration 29Q (5097.720000 sec): 3 clusters
  Score: Raw -537500.246048 + Penalty 2769.967342 = -534730.278706
  nChanged 1
		SP:Iteration 30Q (5097.890000 sec): 3 clusters
  Score: Raw -537500.623264 + Penalty 2769.967342 = -534730.655922
  nChanged 0
		SP:Iteration 31F (5098.070000 sec): 3 clusters
  Score: Raw -537500.623264 + Penalty 2769.967342 = -534730.655922
  nChanged 0
Iteration 59Q (5188.390000 sec): 48 clusters
  Score: Raw -223535691.731317 + Penalty 110480.353517 = -223425211.377800
  nChanged 37921
Iteration 60F (5326.450000 sec): 48 clusters
  Score: Raw -223551283.823535 + Penalty 110480.353517 = -223440803.470018
  nChanged 26740
Iteration 61Q (5409.130000 sec): 48 clusters
  Score: Raw -223556778.083174 + Penalty 110480.353517 = -223446297.729657
  nChanged 15429
Iteration 62Q (5492.360000 sec): 48 clusters
  Score: Raw -223559432.116803 + Penalty 110480.353517 = -223448951.763286
  nChanged 11837
Iteration 63Q (5577.730000 sec): 48 clusters
  Score: Raw -223561276.500585 + Penalty 110480.353517 = -223450796.147068
  nChanged 9865
Iteration 64Q (5657.480000 sec): 48 clusters
  Score: Raw -223562723.955370 + Penalty 110480.353517 = -223452243.601853
  nChanged 8553
Iteration 65Q (5733.330000 sec): 48 clusters
  Score: Raw -223563927.007837 + Penalty 110480.353517 = -223453446.654321
  nChanged 7601
Iteration 66Q (5817.200000 sec): 48 clusters
  Score: Raw -223564857.234698 + Penalty 110480.353517 = -223454376.881181
  nChanged 6796
Iteration 67Q (5900.560000 sec): 48 clusters
  Score: Raw -223565652.499166 + Penalty 110480.353517 = -223455172.145649
  nChanged 6151
Iteration 68Q (5978.750000 sec): 48 clusters
  Score: Raw -223566308.858633 + Penalty 110480.353517 = -223455828.505116
  nChanged 5622
Iteration 69Q (6055.770000 sec): 48 clusters
  Score: Raw -223566835.043451 + Penalty 110480.353517 = -223456354.689935
  nChanged 5394
Iteration 70Q (6135.410000 sec): 48 clusters
  Score: Raw -223567309.692106 + Penalty 110480.353517 = -223456829.338589
  nChanged 4894
Iteration 71Q (6220.500000 sec): 48 clusters
  Score: Raw -223567707.269460 + Penalty 110480.353517 = -223457226.915944
  nChanged 4558
Iteration 72Q (6307.900000 sec): 48 clusters
  Score: Raw -223568094.939887 + Penalty 110480.353517 = -223457614.586370
  nChanged 4277
Iteration 73Q (6393.040000 sec): 48 clusters
  Score: Raw -223568413.117635 + Penalty 110480.353517 = -223457932.764119
  nChanged 3901
Iteration 74Q (6484.600000 sec): 48 clusters
  Score: Raw -223568693.271525 + Penalty 110480.353517 = -223458212.918008
  nChanged 3686
Iteration 75Q (6564.760000 sec): 48 clusters
  Score: Raw -223568957.166786 + Penalty 110480.353517 = -223458476.813270
  nChanged 3443
Iteration 76Q (6646.150000 sec): 48 clusters
  Score: Raw -223569204.213052 + Penalty 110480.353517 = -223458723.859535
  nChanged 3259
Iteration 77Q (6731.420000 sec): 48 clusters
  Score: Raw -223569440.881052 + Penalty 110480.353517 = -223458960.527535
  nChanged 3120
Iteration 78Q (6811.010000 sec): 48 clusters
  Score: Raw -223569650.412814 + Penalty 110480.353517 = -223459170.059297
  nChanged 2893
Iteration 79Q (6891.770000 sec): 48 clusters
  Score: Raw -223569846.962735 + Penalty 110480.353517 = -223459366.609218
  nChanged 2879
Iteration 80F (7030.790000 sec): 48 clusters
  Score: Raw -223570260.125431 + Penalty 110480.353517 = -223459779.771914
  nChanged 2827
Iteration 81Q (7112.780000 sec): 48 clusters
  Score: Raw -223570613.828400 + Penalty 110480.353517 = -223460133.474883
  nChanged 2939
Iteration 82Q (7195.590000 sec): 48 clusters
  Score: Raw -223570862.402149 + Penalty 110480.353517 = -223460382.048633
  nChanged 2811
Iteration 83Q (7269.400000 sec): 48 clusters
  Score: Raw -223571065.001383 + Penalty 110480.353517 = -223460584.647866
  nChanged 2659
Iteration 84Q (7354.220000 sec): 48 clusters
  Score: Raw -223571250.690026 + Penalty 110480.353517 = -223460770.336509
  nChanged 2515
Iteration 85Q (7444.020000 sec): 48 clusters
  Score: Raw -223571420.157879 + Penalty 110480.353517 = -223460939.804362
  nChanged 2419
Iteration 86Q (7536.990000 sec): 48 clusters
  Score: Raw -223571586.324609 + Penalty 110480.353517 = -223461105.971092
  nChanged 2340
Iteration 87Q (7631.310000 sec): 48 clusters
  Score: Raw -223571742.472411 + Penalty 110480.353517 = -223461262.118894
  nChanged 2320
Iteration 88Q (7725.720000 sec): 48 clusters
  Score: Raw -223571886.429111 + Penalty 110480.353517 = -223461406.075594
  nChanged 2174
Iteration 89Q (7816.940000 sec): 48 clusters
  Score: Raw -223572020.469276 + Penalty 110480.353517 = -223461540.115759
  nChanged 2154
Iteration 90Q (7899.750000 sec): 48 clusters
  Score: Raw -223572152.579310 + Penalty 110480.353517 = -223461672.225793
  nChanged 2009
Iteration 91Q (7981.990000 sec): 48 clusters
  Score: Raw -223572275.294354 + Penalty 110480.353517 = -223461794.940837
  nChanged 2038
Iteration 92Q (8070.840000 sec): 48 clusters
  Score: Raw -223572403.758433 + Penalty 110480.353517 = -223461923.404916
  nChanged 1995
Iteration 93Q (8141.860000 sec): 48 clusters
  Score: Raw -223572531.364189 + Penalty 110480.353517 = -223462051.010672
  nChanged 1892
Iteration 94Q (8218.800000 sec): 48 clusters
  Score: Raw -223572661.409273 + Penalty 110480.353517 = -223462181.055756
  nChanged 1916
Iteration 95Q (8299.140000 sec): 48 clusters
  Score: Raw -223572791.839718 + Penalty 110480.353517 = -223462311.486201
  nChanged 1849
Iteration 96Q (8384.070000 sec): 48 clusters
  Score: Raw -223572921.394053 + Penalty 110480.353517 = -223462441.040537
  nChanged 1815
Iteration 97Q (8463.780000 sec): 48 clusters
  Score: Raw -223573054.369039 + Penalty 110480.353517 = -223462574.015522
  nChanged 1878
Iteration 98Q (8543.840000 sec): 48 clusters
  Score: Raw -223573198.184566 + Penalty 110480.353517 = -223462717.831050
  nChanged 1884
Writing temp clu file 
Because OldScore, -223462574.015522, is greater than current (better) Score,-223462717.831050 
 Compute initial score before splitting:   Score: Raw -223573198.184566 + Penalty 110480.353517 = -223462717.831050
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (18221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8544.740000 sec): 2 clusters
  Score: Raw -2140177.313747 + Penalty 1594.178634 = -2138583.135113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8545.040000 sec): 3 clusters
  Score: Raw -2129289.508606 + Penalty 3188.357268 = -2126101.151339
  nChanged 8179
		SP:Iteration 1F (8545.360000 sec): 3 clusters
  Score: Raw -2134064.035135 + Penalty 3188.357268 = -2130875.677867
  nChanged 1202
		SP:Iteration 2F (8545.620000 sec): 3 clusters
  Score: Raw -2134688.028698 + Penalty 3188.357268 = -2131499.671431
  nChanged 1146
		SP:Iteration 3F (8545.930000 sec): 3 clusters
  Score: Raw -2135311.251133 + Penalty 3188.357268 = -2132122.893866
  nChanged 1134
		SP:Iteration 4F (8546.260000 sec): 3 clusters
  Score: Raw -2135901.650323 + Penalty 3188.357268 = -2132713.293055
  nChanged 1038
		SP:Iteration 5F (8546.620000 sec): 3 clusters
  Score: Raw -2136429.625932 + Penalty 3188.357268 = -2133241.268664
  nChanged 908
		SP:Iteration 6Q (8546.920000 sec): 3 clusters
  Score: Raw -2136890.407686 + Penalty 3188.357268 = -2133702.050419
  nChanged 788
		SP:Iteration 7Q (8547.290000 sec): 3 clusters
  Score: Raw -2137319.630723 + Penalty 3188.357268 = -2134131.273456
  nChanged 691
		SP:Iteration 8Q (8547.550000 sec): 3 clusters
  Score: Raw -2137676.749154 + Penalty 3188.357268 = -2134488.391886
  nChanged 623
		SP:Iteration 9Q (8547.860000 sec): 3 clusters
  Score: Raw -2137985.062323 + Penalty 3188.357268 = -2134796.705055
  nChanged 552
		SP:Iteration 10Q (8548.170000 sec): 3 clusters
  Score: Raw -2138247.716075 + Penalty 3188.357268 = -2135059.358808
  nChanged 509
		SP:Iteration 11Q (8548.460000 sec): 3 clusters
  Score: Raw -2138481.261848 + Penalty 3188.357268 = -2135292.904581
  nChanged 425
		SP:Iteration 12Q (8548.750000 sec): 3 clusters
  Score: Raw -2138662.301611 + Penalty 3188.357268 = -2135473.944343
  nChanged 372
		SP:Iteration 13Q (8549.040000 sec): 3 clusters
  Score: Raw -2138809.036763 + Penalty 3188.357268 = -2135620.679496
  nChanged 327
		SP:Iteration 14Q (8549.370000 sec): 3 clusters
  Score: Raw -2138923.481258 + Penalty 3188.357268 = -2135735.123990
  nChanged 269
		SP:Iteration 15Q (8549.640000 sec): 3 clusters
  Score: Raw -2139016.460221 + Penalty 3188.357268 = -2135828.102953
  nChanged 278
		SP:Iteration 16Q (8549.960000 sec): 3 clusters
  Score: Raw -2139118.142639 + Penalty 3188.357268 = -2135929.785372
  nChanged 251
		SP:Iteration 17Q (8550.230000 sec): 3 clusters
  Score: Raw -2139199.569105 + Penalty 3188.357268 = -2136011.211837
  nChanged 236
		SP:Iteration 18Q (8550.470000 sec): 3 clusters
  Score: Raw -2139274.402048 + Penalty 3188.357268 = -2136086.044780
  nChanged 206
		SP:Iteration 19Q (8550.790000 sec): 3 clusters
  Score: Raw -2139341.511057 + Penalty 3188.357268 = -2136153.153790
  nChanged 188
		SP:Iteration 20F (8551.050000 sec): 3 clusters
  Score: Raw -2139405.180451 + Penalty 3188.357268 = -2136216.823183
  nChanged 188
		SP:Iteration 21Q (8551.330000 sec): 3 clusters
  Score: Raw -2139467.816794 + Penalty 3188.357268 = -2136279.459526
  nChanged 184
		SP:Iteration 22Q (8551.690000 sec): 3 clusters
  Score: Raw -2139529.242908 + Penalty 3188.357268 = -2136340.885641
  nChanged 177
		SP:Iteration 23Q (8551.930000 sec): 3 clusters
  Score: Raw -2139586.140908 + Penalty 3188.357268 = -2136397.783641
  nChanged 163
		SP:Iteration 24Q (8552.190000 sec): 3 clusters
  Score: Raw -2139634.141190 + Penalty 3188.357268 = -2136445.783923
  nChanged 149
		SP:Iteration 25Q (8552.420000 sec): 3 clusters
  Score: Raw -2139666.947802 + Penalty 3188.357268 = -2136478.590534
  nChanged 129
		SP:Iteration 26Q (8552.750000 sec): 3 clusters
  Score: Raw -2139702.294916 + Penalty 3188.357268 = -2136513.937649
  nChanged 133
		SP:Iteration 27Q (8553.000000 sec): 3 clusters
  Score: Raw -2139739.962225 + Penalty 3188.357268 = -2136551.604957
  nChanged 145
		SP:Iteration 28Q (8553.340000 sec): 3 clusters
  Score: Raw -2139778.162747 + Penalty 3188.357268 = -2136589.805480
  nChanged 147
		SP:Iteration 29Q (8553.580000 sec): 3 clusters
  Score: Raw -2139816.541872 + Penalty 3188.357268 = -2136628.184605
  nChanged 147
		SP:Iteration 30Q (8553.850000 sec): 3 clusters
  Score: Raw -2139855.336319 + Penalty 3188.357268 = -2136666.979051
  nChanged 141
		SP:Iteration 31Q (8554.140000 sec): 3 clusters
  Score: Raw -2139898.828157 + Penalty 3188.357268 = -2136710.470889
  nChanged 144
		SP:Iteration 32Q (8554.350000 sec): 3 clusters
  Score: Raw -2139941.753369 + Penalty 3188.357268 = -2136753.396102
  nChanged 138
		SP:Iteration 33Q (8554.630000 sec): 3 clusters
  Score: Raw -2139992.479839 + Penalty 3188.357268 = -2136804.122572
  nChanged 141
		SP:Iteration 34Q (8555.000000 sec): 3 clusters
  Score: Raw -2140042.066803 + Penalty 3188.357268 = -2136853.709535
  nChanged 152
		SP:Iteration 35Q (8555.320000 sec): 3 clusters
  Score: Raw -2140106.480381 + Penalty 3188.357268 = -2136918.123113
  nChanged 145
		SP:Iteration 36Q (8555.640000 sec): 3 clusters
  Score: Raw -2140169.205749 + Penalty 3188.357268 = -2136980.848481
  nChanged 138
		SP:Iteration 37Q (8555.900000 sec): 3 clusters
  Score: Raw -2140227.017946 + Penalty 3188.357268 = -2137038.660679
  nChanged 132
		SP:Iteration 38Q (8556.160000 sec): 3 clusters
  Score: Raw -2140285.380117 + Penalty 3188.357268 = -2137097.022849
  nChanged 115
		SP:Iteration 39Q (8556.460000 sec): 3 clusters
  Score: Raw -2140327.131673 + Penalty 3188.357268 = -2137138.774406
  nChanged 136
		SP:Iteration 40F (8556.730000 sec): 3 clusters
  Score: Raw -2140380.157990 + Penalty 3188.357268 = -2137191.800722
  nChanged 123
		SP:Iteration 41Q (8557.060000 sec): 3 clusters
  Score: Raw -2140422.753792 + Penalty 3188.357268 = -2137234.396524
  nChanged 114
		SP:Iteration 42Q (8557.390000 sec): 3 clusters
  Score: Raw -2140456.929642 + Penalty 3188.357268 = -2137268.572374
  nChanged 93
		SP:Iteration 43Q (8557.700000 sec): 3 clusters
  Score: Raw -2140482.756750 + Penalty 3188.357268 = -2137294.399483
  nChanged 85
		SP:Iteration 44Q (8558.030000 sec): 3 clusters
  Score: Raw -2140502.709814 + Penalty 3188.357268 = -2137314.352547
  nChanged 68
		SP:Iteration 45Q (8558.300000 sec): 3 clusters
  Score: Raw -2140520.777721 + Penalty 3188.357268 = -2137332.420454
  nChanged 64
		SP:Iteration 46Q (8558.580000 sec): 3 clusters
  Score: Raw -2140539.960791 + Penalty 3188.357268 = -2137351.603523
  nChanged 74
		SP:Iteration 47Q (8558.860000 sec): 3 clusters
  Score: Raw -2140562.061722 + Penalty 3188.357268 = -2137373.704454
  nChanged 65
		SP:Iteration 48Q (8559.140000 sec): 3 clusters
  Score: Raw -2140581.744499 + Penalty 3188.357268 = -2137393.387231
  nChanged 57
		SP:Iteration 49Q (8559.450000 sec): 3 clusters
  Score: Raw -2140607.696785 + Penalty 3188.357268 = -2137419.339518
  nChanged 77
		SP:Iteration 50Q (8559.780000 sec): 3 clusters
  Score: Raw -2140641.349280 + Penalty 3188.357268 = -2137452.992013
  nChanged 76
		SP:Iteration 51Q (8560.050000 sec): 3 clusters
  Score: Raw -2140672.800862 + Penalty 3188.357268 = -2137484.443595
  nChanged 72
		SP:Iteration 52Q (8560.330000 sec): 3 clusters
  Score: Raw -2140700.968484 + Penalty 3188.357268 = -2137512.611217
  nChanged 72
		SP:Iteration 53Q (8560.690000 sec): 3 clusters
  Score: Raw -2140727.489816 + Penalty 3188.357268 = -2137539.132548
  nChanged 72
		SP:Iteration 54Q (8560.970000 sec): 3 clusters
  Score: Raw -2140757.140558 + Penalty 3188.357268 = -2137568.783291
  nChanged 72
		SP:Iteration 55Q (8561.300000 sec): 3 clusters
  Score: Raw -2140780.622099 + Penalty 3188.357268 = -2137592.264831
  nChanged 61
		SP:Iteration 56Q (8561.560000 sec): 3 clusters
  Score: Raw -2140797.093004 + Penalty 3188.357268 = -2137608.735736
  nChanged 45
		SP:Iteration 57Q (8561.820000 sec): 3 clusters
  Score: Raw -2140809.072066 + Penalty 3188.357268 = -2137620.714798
  nChanged 36
		SP:Iteration 58Q (8562.080000 sec): 3 clusters
  Score: Raw -2140814.971205 + Penalty 3188.357268 = -2137626.613938
  nChanged 24
		SP:Iteration 59Q (8562.390000 sec): 3 clusters
  Score: Raw -2140819.891044 + Penalty 3188.357268 = -2137631.533776
  nChanged 23
		SP:Iteration 60F (8562.680000 sec): 3 clusters
  Score: Raw -2140824.551076 + Penalty 3188.357268 = -2137636.193808
  nChanged 20
		SP:Iteration 61Q (8562.920000 sec): 3 clusters
  Score: Raw -2140828.146264 + Penalty 3188.357268 = -2137639.788997
  nChanged 12
		SP:Iteration 62Q (8563.250000 sec): 3 clusters
  Score: Raw -2140830.230072 + Penalty 3188.357268 = -2137641.872804
  nChanged 19
		SP:Iteration 63Q (8563.530000 sec): 3 clusters
  Score: Raw -2140834.787551 + Penalty 3188.357268 = -2137646.430283
  nChanged 20
		SP:Iteration 64Q (8563.790000 sec): 3 clusters
  Score: Raw -2140838.384175 + Penalty 3188.357268 = -2137650.026907
  nChanged 14
		SP:Iteration 65Q (8564.090000 sec): 3 clusters
  Score: Raw -2140840.793070 + Penalty 3188.357268 = -2137652.435802
  nChanged 9
		SP:Iteration 66Q (8564.330000 sec): 3 clusters
  Score: Raw -2140842.201315 + Penalty 3188.357268 = -2137653.844048
  nChanged 8
		SP:Iteration 67Q (8564.600000 sec): 3 clusters
  Score: Raw -2140843.281187 + Penalty 3188.357268 = -2137654.923919
  nChanged 5
		SP:Iteration 68Q (8564.850000 sec): 3 clusters
  Score: Raw -2140843.652352 + Penalty 3188.357268 = -2137655.295085
  nChanged 2
		SP:Iteration 69Q (8565.100000 sec): 3 clusters
  Score: Raw -2140843.815292 + Penalty 3188.357268 = -2137655.458024
  nChanged 3
		SP:Iteration 70Q (8565.360000 sec): 3 clusters
  Score: Raw -2140844.119005 + Penalty 3188.357268 = -2137655.761737
  nChanged 1
		SP:Iteration 71Q (8565.620000 sec): 3 clusters
  Score: Raw -2140844.149019 + Penalty 3188.357268 = -2137655.791751
  nChanged 1
		SP:Iteration 72Q (8565.940000 sec): 3 clusters
  Score: Raw -2140844.297447 + Penalty 3188.357268 = -2137655.940180
  nChanged 0
		SP:Iteration 73F (8566.200000 sec): 3 clusters
  Score: Raw -2140844.297447 + Penalty 3188.357268 = -2137655.940180
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (359296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8567.720000 sec): 2 clusters
  Score: Raw -43704808.821083 + Penalty 2078.684049 = -43702730.137034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8569.430000 sec): 3 clusters
  Score: Raw -43463546.913671 + Penalty 4157.368098 = -43459389.545573
  nChanged 175561
		SP:Iteration 1F (8571.190000 sec): 3 clusters
  Score: Raw -43567563.548631 + Penalty 4157.368098 = -43563406.180533
  nChanged 7875
		SP:Iteration 2Q (8572.870000 sec): 3 clusters
  Score: Raw -43568820.697144 + Penalty 4157.368098 = -43564663.329046
  nChanged 8786
		SP:Iteration 3Q (8574.700000 sec): 3 clusters
  Score: Raw -43570523.259506 + Penalty 4157.368098 = -43566365.891408
  nChanged 10608
		SP:Iteration 4Q (8576.460000 sec): 3 clusters
  Score: Raw -43573265.849564 + Penalty 4157.368098 = -43569108.481465
  nChanged 13868
		SP:Iteration 5Q (8578.240000 sec): 3 clusters
  Score: Raw -43578257.687616 + Penalty 4157.368098 = -43574100.319518
  nChanged 19360
		SP:Iteration 6F (8579.960000 sec): 3 clusters
  Score: Raw -43588117.317274 + Penalty 4157.368098 = -43583959.949176
  nChanged 26689
		SP:Iteration 7F (8581.770000 sec): 3 clusters
  Score: Raw -43606704.221162 + Penalty 4157.368098 = -43602546.853064
  nChanged 32604
		SP:Iteration 8F (8583.390000 sec): 3 clusters
  Score: Raw -43635301.628294 + Penalty 4157.368098 = -43631144.260196
  nChanged 31772
		SP:Iteration 9F (8585.070000 sec): 3 clusters
  Score: Raw -43666884.586247 + Penalty 4157.368098 = -43662727.218149
  nChanged 22285
		SP:Iteration 10F (8586.770000 sec): 3 clusters
  Score: Raw -43689394.340412 + Penalty 4157.368098 = -43685236.972314
  nChanged 11003
		SP:Iteration 11Q (8588.520000 sec): 3 clusters
  Score: Raw -43699936.054506 + Penalty 4157.368098 = -43695778.686408
  nChanged 3909
		SP:Iteration 12Q (8590.200000 sec): 3 clusters
  Score: Raw -43703393.887565 + Penalty 4157.368098 = -43699236.519467
  nChanged 1220
		SP:Iteration 13Q (8591.630000 sec): 3 clusters
  Score: Raw -43704416.725753 + Penalty 4157.368098 = -43700259.357655
  nChanged 385
		SP:Iteration 14Q (8593.190000 sec): 3 clusters
  Score: Raw -43704770.674416 + Penalty 4157.368098 = -43700613.306318
  nChanged 123
		SP:Iteration 15Q (8594.720000 sec): 3 clusters
  Score: Raw -43704902.707539 + Penalty 4157.368098 = -43700745.339441
  nChanged 57
		SP:Iteration 16Q (8596.310000 sec): 3 clusters
  Score: Raw -43704965.307265 + Penalty 4157.368098 = -43700807.939167
  nChanged 30
		SP:Iteration 17Q (8597.770000 sec): 3 clusters
  Score: Raw -43704999.382105 + Penalty 4157.368098 = -43700842.014007
  nChanged 13
		SP:Iteration 18Q (8599.260000 sec): 3 clusters
  Score: Raw -43705013.041011 + Penalty 4157.368098 = -43700855.672913
  nChanged 8
		SP:Iteration 19Q (8600.850000 sec): 3 clusters
  Score: Raw -43705024.362588 + Penalty 4157.368098 = -43700866.994490
  nChanged 9
		SP:Iteration 20F (8602.630000 sec): 3 clusters
  Score: Raw -43705034.434932 + Penalty 4157.368098 = -43700877.066834
  nChanged 3
		SP:Iteration 21Q (8604.260000 sec): 3 clusters
  Score: Raw -43705038.048956 + Penalty 4157.368098 = -43700880.680858
  nChanged 6
		SP:Iteration 22Q (8605.880000 sec): 3 clusters
  Score: Raw -43705042.617309 + Penalty 4157.368098 = -43700885.249211
  nChanged 2
		SP:Iteration 23Q (8607.320000 sec): 3 clusters
  Score: Raw -43705045.132584 + Penalty 4157.368098 = -43700887.764486
  nChanged 1
		SP:Iteration 24Q (8608.820000 sec): 3 clusters
  Score: Raw -43705045.391310 + Penalty 4157.368098 = -43700888.023211
  nChanged 0
		SP:Iteration 25F (8610.610000 sec): 3 clusters
  Score: Raw -43705045.391310 + Penalty 4157.368098 = -43700888.023211
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8610.900000 sec): 2 clusters
  Score: Raw -1609462.309030 + Penalty 1543.972112 = -1607918.336917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8611.170000 sec): 3 clusters
  Score: Raw -1601698.923363 + Penalty 3087.944225 = -1598610.979138
  nChanged 5892
		SP:Iteration 1F (8611.360000 sec): 3 clusters
  Score: Raw -1604991.576553 + Penalty 3087.944225 = -1601903.632329
  nChanged 830
		SP:Iteration 2F (8611.610000 sec): 3 clusters
  Score: Raw -1605397.538989 + Penalty 3087.944225 = -1602309.594764
  nChanged 836
		SP:Iteration 3F (8611.880000 sec): 3 clusters
  Score: Raw -1605854.218890 + Penalty 3087.944225 = -1602766.274665
  nChanged 853
		SP:Iteration 4F (8612.110000 sec): 3 clusters
  Score: Raw -1606356.153670 + Penalty 3087.944225 = -1603268.209445
  nChanged 852
		SP:Iteration 5F (8612.490000 sec): 3 clusters
  Score: Raw -1606918.966464 + Penalty 3087.944225 = -1603831.022239
  nChanged 803
		SP:Iteration 6F (8612.760000 sec): 3 clusters
  Score: Raw -1607485.215458 + Penalty 3087.944225 = -1604397.271233
  nChanged 710
		SP:Iteration 7F (8613.050000 sec): 3 clusters
  Score: Raw -1608019.138811 + Penalty 3087.944225 = -1604931.194586
  nChanged 596
		SP:Iteration 8Q (8613.290000 sec): 3 clusters
  Score: Raw -1608477.870072 + Penalty 3087.944225 = -1605389.925847
  nChanged 457
		SP:Iteration 9Q (8613.550000 sec): 3 clusters
  Score: Raw -1608825.498248 + Penalty 3087.944225 = -1605737.554023
  nChanged 352
		SP:Iteration 10Q (8613.810000 sec): 3 clusters
  Score: Raw -1609077.309720 + Penalty 3087.944225 = -1605989.365495
  nChanged 242
		SP:Iteration 11Q (8614.120000 sec): 3 clusters
  Score: Raw -1609245.605097 + Penalty 3087.944225 = -1606157.660872
  nChanged 184
		SP:Iteration 12Q (8614.330000 sec): 3 clusters
  Score: Raw -1609365.520735 + Penalty 3087.944225 = -1606277.576511
  nChanged 147
		SP:Iteration 13Q (8614.570000 sec): 3 clusters
  Score: Raw -1609468.262502 + Penalty 3087.944225 = -1606380.318278
  nChanged 114
		SP:Iteration 14Q (8614.840000 sec): 3 clusters
  Score: Raw -1609537.620839 + Penalty 3087.944225 = -1606449.676614
  nChanged 76
		SP:Iteration 15Q (8615.100000 sec): 3 clusters
  Score: Raw -1609581.282761 + Penalty 3087.944225 = -1606493.338536
  nChanged 63
		SP:Iteration 16Q (8615.370000 sec): 3 clusters
  Score: Raw -1609620.255123 + Penalty 3087.944225 = -1606532.310898
  nChanged 50
		SP:Iteration 17Q (8615.600000 sec): 3 clusters
  Score: Raw -1609644.879394 + Penalty 3087.944225 = -1606556.935169
  nChanged 38
		SP:Iteration 18Q (8615.770000 sec): 3 clusters
  Score: Raw -1609663.219323 + Penalty 3087.944225 = -1606575.275098
  nChanged 32
		SP:Iteration 19Q (8616.020000 sec): 3 clusters
  Score: Raw -1609679.335096 + Penalty 3087.944225 = -1606591.390871
  nChanged 26
		SP:Iteration 20F (8616.290000 sec): 3 clusters
  Score: Raw -1609688.923941 + Penalty 3087.944225 = -1606600.979717
  nChanged 13
		SP:Iteration 21Q (8616.530000 sec): 3 clusters
  Score: Raw -1609692.442074 + Penalty 3087.944225 = -1606604.497849
  nChanged 4
		SP:Iteration 22Q (8616.770000 sec): 3 clusters
  Score: Raw -1609694.128181 + Penalty 3087.944225 = -1606606.183956
  nChanged 7
		SP:Iteration 23Q (8616.980000 sec): 3 clusters
  Score: Raw -1609697.178059 + Penalty 3087.944225 = -1606609.233834
  nChanged 6
		SP:Iteration 24Q (8617.220000 sec): 3 clusters
  Score: Raw -1609699.533481 + Penalty 3087.944225 = -1606611.589256
  nChanged 8
		SP:Iteration 25Q (8617.490000 sec): 3 clusters
  Score: Raw -1609701.964016 + Penalty 3087.944225 = -1606614.019791
  nChanged 3
		SP:Iteration 26Q (8617.710000 sec): 3 clusters
  Score: Raw -1609702.801057 + Penalty 3087.944225 = -1606614.856832
  nChanged 2
		SP:Iteration 27Q (8617.940000 sec): 3 clusters
  Score: Raw -1609703.613832 + Penalty 3087.944225 = -1606615.669607
  nChanged 2
		SP:Iteration 28Q (8618.260000 sec): 3 clusters
  Score: Raw -1609704.398569 + Penalty 3087.944225 = -1606616.454345
  nChanged 2
		SP:Iteration 29Q (8618.510000 sec): 3 clusters
  Score: Raw -1609704.821843 + Penalty 3087.944225 = -1606616.877618
  nChanged 3
		SP:Iteration 30Q (8618.820000 sec): 3 clusters
  Score: Raw -1609706.184171 + Penalty 3087.944225 = -1606618.239946
  nChanged 2
		SP:Iteration 31Q (8619.140000 sec): 3 clusters
  Score: Raw -1609706.947074 + Penalty 3087.944225 = -1606619.002849
  nChanged 0
		SP:Iteration 32F (8619.380000 sec): 3 clusters
  Score: Raw -1609706.947074 + Penalty 3087.944225 = -1606619.002849
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (41107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.670000 sec): 2 clusters
  Score: Raw -4665385.687974 + Penalty 1726.389227 = -4663659.298747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8620.110000 sec): 3 clusters
  Score: Raw -4639656.052201 + Penalty 3452.778453 = -4636203.273748
  nChanged 19225
		SP:Iteration 1F (8620.570000 sec): 3 clusters
  Score: Raw -4651210.254607 + Penalty 3452.778453 = -4647757.476153
  nChanged 2230
		SP:Iteration 2F (8620.960000 sec): 3 clusters
  Score: Raw -4652165.093742 + Penalty 3452.778453 = -4648712.315289
  nChanged 2250
		SP:Iteration 3F (8621.340000 sec): 3 clusters
  Score: Raw -4653301.852784 + Penalty 3452.778453 = -4649849.074330
  nChanged 2358
		SP:Iteration 4F (8621.730000 sec): 3 clusters
  Score: Raw -4654635.415444 + Penalty 3452.778453 = -4651182.636991
  nChanged 2401
		SP:Iteration 5F (8622.240000 sec): 3 clusters
  Score: Raw -4655978.818690 + Penalty 3452.778453 = -4652526.040237
  nChanged 2269
		SP:Iteration 6F (8622.710000 sec): 3 clusters
  Score: Raw -4657212.331789 + Penalty 3452.778453 = -4653759.553336
  nChanged 2102
		SP:Iteration 7F (8623.170000 sec): 3 clusters
  Score: Raw -4658407.903187 + Penalty 3452.778453 = -4654955.124734
  nChanged 1993
		SP:Iteration 8Q (8623.580000 sec): 3 clusters
  Score: Raw -4659551.370443 + Penalty 3452.778453 = -4656098.591990
  nChanged 1806
		SP:Iteration 9Q (8623.960000 sec): 3 clusters
  Score: Raw -4660515.472604 + Penalty 3452.778453 = -4657062.694151
  nChanged 1569
		SP:Iteration 10Q (8624.350000 sec): 3 clusters
  Score: Raw -4661334.217928 + Penalty 3452.778453 = -4657881.439475
  nChanged 1385
		SP:Iteration 11Q (8624.730000 sec): 3 clusters
  Score: Raw -4662075.746319 + Penalty 3452.778453 = -4658622.967866
  nChanged 1214
		SP:Iteration 12Q (8625.120000 sec): 3 clusters
  Score: Raw -4662664.494727 + Penalty 3452.778453 = -4659211.716274
  nChanged 1082
		SP:Iteration 13Q (8625.550000 sec): 3 clusters
  Score: Raw -4663154.025584 + Penalty 3452.778453 = -4659701.247130
  nChanged 905
		SP:Iteration 14Q (8625.970000 sec): 3 clusters
  Score: Raw -4663491.033176 + Penalty 3452.778453 = -4660038.254723
  nChanged 698
		SP:Iteration 15Q (8626.380000 sec): 3 clusters
  Score: Raw -4663715.127703 + Penalty 3452.778453 = -4660262.349250
  nChanged 547
		SP:Iteration 16Q (8626.800000 sec): 3 clusters
  Score: Raw -4663854.924162 + Penalty 3452.778453 = -4660402.145709
  nChanged 462
		SP:Iteration 17Q (8627.210000 sec): 3 clusters
  Score: Raw -4663966.225662 + Penalty 3452.778453 = -4660513.447209
  nChanged 377
		SP:Iteration 18Q (8627.590000 sec): 3 clusters
  Score: Raw -4664040.210458 + Penalty 3452.778453 = -4660587.432005
  nChanged 286
		SP:Iteration 19Q (8627.950000 sec): 3 clusters
  Score: Raw -4664088.035162 + Penalty 3452.778453 = -4660635.256709
  nChanged 241
		SP:Iteration 20F (8628.300000 sec): 3 clusters
  Score: Raw -4664123.198527 + Penalty 3452.778453 = -4660670.420074
  nChanged 214
		SP:Iteration 21Q (8628.650000 sec): 3 clusters
  Score: Raw -4664155.940624 + Penalty 3452.778453 = -4660703.162171
  nChanged 211
		SP:Iteration 22Q (8629.000000 sec): 3 clusters
  Score: Raw -4664187.274620 + Penalty 3452.778453 = -4660734.496167
  nChanged 194
		SP:Iteration 23Q (8629.380000 sec): 3 clusters
  Score: Raw -4664218.591350 + Penalty 3452.778453 = -4660765.812897
  nChanged 206
		SP:Iteration 24Q (8629.770000 sec): 3 clusters
  Score: Raw -4664253.476101 + Penalty 3452.778453 = -4660800.697648
  nChanged 202
		SP:Iteration 25Q (8630.180000 sec): 3 clusters
  Score: Raw -4664288.013923 + Penalty 3452.778453 = -4660835.235470
  nChanged 208
		SP:Iteration 26Q (8630.560000 sec): 3 clusters
  Score: Raw -4664324.539492 + Penalty 3452.778453 = -4660871.761039
  nChanged 226
		SP:Iteration 27Q (8630.960000 sec): 3 clusters
  Score: Raw -4664364.956902 + Penalty 3452.778453 = -4660912.178449
  nChanged 232
		SP:Iteration 28Q (8631.370000 sec): 3 clusters
  Score: Raw -4664411.028831 + Penalty 3452.778453 = -4660958.250378
  nChanged 231
		SP:Iteration 29Q (8631.700000 sec): 3 clusters
  Score: Raw -4664453.256199 + Penalty 3452.778453 = -4661000.477746
  nChanged 225
		SP:Iteration 30Q (8632.090000 sec): 3 clusters
  Score: Raw -4664493.106383 + Penalty 3452.778453 = -4661040.327930
  nChanged 217
		SP:Iteration 31Q (8632.490000 sec): 3 clusters
  Score: Raw -4664530.982131 + Penalty 3452.778453 = -4661078.203678
  nChanged 223
		SP:Iteration 32Q (8632.810000 sec): 3 clusters
  Score: Raw -4664570.884373 + Penalty 3452.778453 = -4661118.105919
  nChanged 204
		SP:Iteration 33Q (8633.180000 sec): 3 clusters
  Score: Raw -4664605.550386 + Penalty 3452.778453 = -4661152.771933
  nChanged 209
		SP:Iteration 34Q (8633.550000 sec): 3 clusters
  Score: Raw -4664642.336767 + Penalty 3452.778453 = -4661189.558314
  nChanged 190
		SP:Iteration 35Q (8633.900000 sec): 3 clusters
  Score: Raw -4664674.440492 + Penalty 3452.778453 = -4661221.662039
  nChanged 198
		SP:Iteration 36Q (8634.230000 sec): 3 clusters
  Score: Raw -4664710.268942 + Penalty 3452.778453 = -4661257.490488
  nChanged 212
		SP:Iteration 37Q (8634.570000 sec): 3 clusters
  Score: Raw -4664756.305342 + Penalty 3452.778453 = -4661303.526889
  nChanged 209
		SP:Iteration 38Q (8634.950000 sec): 3 clusters
  Score: Raw -4664803.754151 + Penalty 3452.778453 = -4661350.975698
  nChanged 226
		SP:Iteration 39Q (8635.270000 sec): 3 clusters
  Score: Raw -4664858.584287 + Penalty 3452.778453 = -4661405.805833
  nChanged 239
		SP:Iteration 40F (8635.640000 sec): 3 clusters
  Score: Raw -4664916.101457 + Penalty 3452.778453 = -4661463.323004
  nChanged 256
		SP:Iteration 41Q (8636.020000 sec): 3 clusters
  Score: Raw -4664974.892104 + Penalty 3452.778453 = -4661522.113651
  nChanged 238
		SP:Iteration 42Q (8636.390000 sec): 3 clusters
  Score: Raw -4665037.379713 + Penalty 3452.778453 = -4661584.601260
  nChanged 268
		SP:Iteration 43Q (8636.760000 sec): 3 clusters
  Score: Raw -4665115.382556 + Penalty 3452.778453 = -4661662.604103
  nChanged 292
		SP:Iteration 44Q (8637.130000 sec): 3 clusters
  Score: Raw -4665190.131936 + Penalty 3452.778453 = -4661737.353483
  nChanged 258
		SP:Iteration 45Q (8637.460000 sec): 3 clusters
  Score: Raw -4665255.558453 + Penalty 3452.778453 = -4661802.780000
  nChanged 255
		SP:Iteration 46Q (8637.830000 sec): 3 clusters
  Score: Raw -4665321.990619 + Penalty 3452.778453 = -4661869.212166
  nChanged 247
		SP:Iteration 47Q (8638.210000 sec): 3 clusters
  Score: Raw -4665386.616879 + Penalty 3452.778453 = -4661933.838426
  nChanged 240
		SP:Iteration 48Q (8638.520000 sec): 3 clusters
  Score: Raw -4665446.247705 + Penalty 3452.778453 = -4661993.469252
  nChanged 213
		SP:Iteration 49Q (8638.880000 sec): 3 clusters
  Score: Raw -4665490.463325 + Penalty 3452.778453 = -4662037.684872
  nChanged 190
		SP:Iteration 50Q (8639.250000 sec): 3 clusters
  Score: Raw -4665535.276413 + Penalty 3452.778453 = -4662082.497959
  nChanged 188
		SP:Iteration 51Q (8639.600000 sec): 3 clusters
  Score: Raw -4665579.797510 + Penalty 3452.778453 = -4662127.019057
  nChanged 178
		SP:Iteration 52Q (8639.950000 sec): 3 clusters
  Score: Raw -4665620.064740 + Penalty 3452.778453 = -4662167.286287
  nChanged 155
		SP:Iteration 53Q (8640.330000 sec): 3 clusters
  Score: Raw -4665655.779742 + Penalty 3452.778453 = -4662203.001289
  nChanged 161
		SP:Iteration 54Q (8640.710000 sec): 3 clusters
  Score: Raw -4665689.403675 + Penalty 3452.778453 = -4662236.625222
  nChanged 135
		SP:Iteration 55Q (8641.040000 sec): 3 clusters
  Score: Raw -4665714.478656 + Penalty 3452.778453 = -4662261.700203
  nChanged 133
		SP:Iteration 56Q (8641.460000 sec): 3 clusters
  Score: Raw -4665739.815282 + Penalty 3452.778453 = -4662287.036829
  nChanged 134
		SP:Iteration 57Q (8641.790000 sec): 3 clusters
  Score: Raw -4665766.952398 + Penalty 3452.778453 = -4662314.173945
  nChanged 129
		SP:Iteration 58Q (8642.130000 sec): 3 clusters
  Score: Raw -4665796.612096 + Penalty 3452.778453 = -4662343.833642
  nChanged 124
		SP:Iteration 59Q (8642.500000 sec): 3 clusters
  Score: Raw -4665822.402921 + Penalty 3452.778453 = -4662369.624467
  nChanged 117
		SP:Iteration 60F (8642.910000 sec): 3 clusters
  Score: Raw -4665842.718231 + Penalty 3452.778453 = -4662389.939778
  nChanged 98
		SP:Iteration 61Q (8643.300000 sec): 3 clusters
  Score: Raw -4665861.749200 + Penalty 3452.778453 = -4662408.970747
  nChanged 100
		SP:Iteration 62Q (8643.670000 sec): 3 clusters
  Score: Raw -4665878.936167 + Penalty 3452.778453 = -4662426.157714
  nChanged 77
		SP:Iteration 63Q (8643.990000 sec): 3 clusters
  Score: Raw -4665891.677310 + Penalty 3452.778453 = -4662438.898857
  nChanged 82
		SP:Iteration 64Q (8644.410000 sec): 3 clusters
  Score: Raw -4665906.316270 + Penalty 3452.778453 = -4662453.537817
  nChanged 78
		SP:Iteration 65Q (8644.760000 sec): 3 clusters
  Score: Raw -4665919.467239 + Penalty 3452.778453 = -4662466.688786
  nChanged 78
		SP:Iteration 66Q (8645.110000 sec): 3 clusters
  Score: Raw -4665931.499113 + Penalty 3452.778453 = -4662478.720659
  nChanged 67
		SP:Iteration 67Q (8645.490000 sec): 3 clusters
  Score: Raw -4665943.128742 + Penalty 3452.778453 = -4662490.350289
  nChanged 73
		SP:Iteration 68Q (8645.840000 sec): 3 clusters
  Score: Raw -4665959.494071 + Penalty 3452.778453 = -4662506.715618
  nChanged 86
		SP:Iteration 69Q (8646.170000 sec): 3 clusters
  Score: Raw -4665976.183831 + Penalty 3452.778453 = -4662523.405378
  nChanged 92
		SP:Iteration 70Q (8646.550000 sec): 3 clusters
  Score: Raw -4665994.329808 + Penalty 3452.778453 = -4662541.551355
  nChanged 80
		SP:Iteration 71Q (8646.970000 sec): 3 clusters
  Score: Raw -4666009.991021 + Penalty 3452.778453 = -4662557.212568
  nChanged 86
		SP:Iteration 72Q (8647.410000 sec): 3 clusters
  Score: Raw -4666026.593441 + Penalty 3452.778453 = -4662573.814988
  nChanged 84
		SP:Iteration 73Q (8647.780000 sec): 3 clusters
  Score: Raw -4666041.967170 + Penalty 3452.778453 = -4662589.188716
  nChanged 74
		SP:Iteration 74Q (8648.150000 sec): 3 clusters
  Score: Raw -4666054.218782 + Penalty 3452.778453 = -4662601.440328
  nChanged 69
		SP:Iteration 75Q (8648.440000 sec): 3 clusters
  Score: Raw -4666063.833018 + Penalty 3452.778453 = -4662611.054564
  nChanged 41
		SP:Iteration 76Q (8648.810000 sec): 3 clusters
  Score: Raw -4666068.584429 + Penalty 3452.778453 = -4662615.805975
  nChanged 40
		SP:Iteration 77Q (8649.140000 sec): 3 clusters
  Score: Raw -4666073.607678 + Penalty 3452.778453 = -4662620.829225
  nChanged 43
		SP:Iteration 78Q (8649.570000 sec): 3 clusters
  Score: Raw -4666078.083518 + Penalty 3452.778453 = -4662625.305064
  nChanged 37
		SP:Iteration 79Q (8649.950000 sec): 3 clusters
  Score: Raw -4666082.336214 + Penalty 3452.778453 = -4662629.557760
  nChanged 35
		SP:Iteration 80F (8650.390000 sec): 3 clusters
  Score: Raw -4666086.894834 + Penalty 3452.778453 = -4662634.116381
  nChanged 37
		SP:Iteration 81Q (8650.760000 sec): 3 clusters
  Score: Raw -4666092.934191 + Penalty 3452.778453 = -4662640.155738
  nChanged 42
		SP:Iteration 82Q (8651.140000 sec): 3 clusters
  Score: Raw -4666098.905684 + Penalty 3452.778453 = -4662646.127231
  nChanged 39
		SP:Iteration 83Q (8651.510000 sec): 3 clusters
  Score: Raw -4666104.612232 + Penalty 3452.778453 = -4662651.833779
  nChanged 35
		SP:Iteration 84Q (8651.880000 sec): 3 clusters
  Score: Raw -4666110.032355 + Penalty 3452.778453 = -4662657.253901
  nChanged 42
		SP:Iteration 85Q (8652.210000 sec): 3 clusters
  Score: Raw -4666117.003021 + Penalty 3452.778453 = -4662664.224568
  nChanged 49
		SP:Iteration 86Q (8652.550000 sec): 3 clusters
  Score: Raw -4666124.754566 + Penalty 3452.778453 = -4662671.976113
  nChanged 35
		SP:Iteration 87Q (8652.970000 sec): 3 clusters
  Score: Raw -4666130.711860 + Penalty 3452.778453 = -4662677.933406
  nChanged 35
		SP:Iteration 88Q (8653.320000 sec): 3 clusters
  Score: Raw -4666135.850128 + Penalty 3452.778453 = -4662683.071674
  nChanged 42
		SP:Iteration 89Q (8653.680000 sec): 3 clusters
  Score: Raw -4666142.686540 + Penalty 3452.778453 = -4662689.908087
  nChanged 45
		SP:Iteration 90Q (8654.000000 sec): 3 clusters
  Score: Raw -4666150.199777 + Penalty 3452.778453 = -4662697.421324
  nChanged 52
		SP:Iteration 91Q (8654.320000 sec): 3 clusters
  Score: Raw -4666158.955020 + Penalty 3452.778453 = -4662706.176567
  nChanged 41
		SP:Iteration 92Q (8654.730000 sec): 3 clusters
  Score: Raw -4666167.451609 + Penalty 3452.778453 = -4662714.673155
  nChanged 39
		SP:Iteration 93Q (8655.030000 sec): 3 clusters
  Score: Raw -4666175.400428 + Penalty 3452.778453 = -4662722.621975
  nChanged 46
		SP:Iteration 94Q (8655.380000 sec): 3 clusters
  Score: Raw -4666183.620912 + Penalty 3452.778453 = -4662730.842459
  nChanged 41
		SP:Iteration 95Q (8655.690000 sec): 3 clusters
  Score: Raw -4666189.852349 + Penalty 3452.778453 = -4662737.073896
  nChanged 33
		SP:Iteration 96Q (8656.030000 sec): 3 clusters
  Score: Raw -4666194.342130 + Penalty 3452.778453 = -4662741.563677
  nChanged 32
		SP:Iteration 97Q (8656.360000 sec): 3 clusters
  Score: Raw -4666199.572688 + Penalty 3452.778453 = -4662746.794234
  nChanged 36
		SP:Iteration 98Q (8656.710000 sec): 3 clusters
  Score: Raw -4666204.508619 + Penalty 3452.778453 = -4662751.730166
  nChanged 26
		SP:Iteration 99Q (8657.070000 sec): 3 clusters
  Score: Raw -4666207.594654 + Penalty 3452.778453 = -4662754.816201
  nChanged 21
		SP:Iteration 100F (8657.380000 sec): 3 clusters
  Score: Raw -4666210.639717 + Penalty 3452.778453 = -4662757.861264
  nChanged 26
		SP:Iteration 101Q (8657.750000 sec): 3 clusters
  Score: Raw -4666214.415222 + Penalty 3452.778453 = -4662761.636769
  nChanged 24
		SP:Iteration 102Q (8658.070000 sec): 3 clusters
  Score: Raw -4666218.043030 + Penalty 3452.778453 = -4662765.264577
  nChanged 31
		SP:Iteration 103Q (8658.430000 sec): 3 clusters
  Score: Raw -4666222.861794 + Penalty 3452.778453 = -4662770.083341
  nChanged 33
		SP:Iteration 104Q (8658.860000 sec): 3 clusters
  Score: Raw -4666228.539039 + Penalty 3452.778453 = -4662775.760586
  nChanged 23
		SP:Iteration 105Q (8659.260000 sec): 3 clusters
  Score: Raw -4666232.269339 + Penalty 3452.778453 = -4662779.490885
  nChanged 27
		SP:Iteration 106Q (8659.630000 sec): 3 clusters
  Score: Raw -4666236.239553 + Penalty 3452.778453 = -4662783.461100
  nChanged 31
		SP:Iteration 107Q (8660.010000 sec): 3 clusters
  Score: Raw -4666240.889059 + Penalty 3452.778453 = -4662788.110606
  nChanged 22
		SP:Iteration 108Q (8660.330000 sec): 3 clusters
  Score: Raw -4666243.193106 + Penalty 3452.778453 = -4662790.414653
  nChanged 16
		SP:Iteration 109Q (8660.700000 sec): 3 clusters
  Score: Raw -4666244.969299 + Penalty 3452.778453 = -4662792.190846
  nChanged 13
		SP:Iteration 110Q (8661.130000 sec): 3 clusters
  Score: Raw -4666246.811205 + Penalty 3452.778453 = -4662794.032752
  nChanged 16
		SP:Iteration 111Q (8661.460000 sec): 3 clusters
  Score: Raw -4666249.114252 + Penalty 3452.778453 = -4662796.335799
  nChanged 16
		SP:Iteration 112Q (8661.880000 sec): 3 clusters
  Score: Raw -4666252.015190 + Penalty 3452.778453 = -4662799.236737
  nChanged 16
		SP:Iteration 113Q (8662.260000 sec): 3 clusters
  Score: Raw -4666254.543103 + Penalty 3452.778453 = -4662801.764649
  nChanged 13
		SP:Iteration 114Q (8662.590000 sec): 3 clusters
  Score: Raw -4666255.727365 + Penalty 3452.778453 = -4662802.948912
  nChanged 10
		SP:Iteration 115Q (8662.980000 sec): 3 clusters
  Score: Raw -4666256.802063 + Penalty 3452.778453 = -4662804.023610
  nChanged 7
		SP:Iteration 116Q (8663.340000 sec): 3 clusters
  Score: Raw -4666257.652591 + Penalty 3452.778453 = -4662804.874138
  nChanged 7
		SP:Iteration 117Q (8663.750000 sec): 3 clusters
  Score: Raw -4666259.022756 + Penalty 3452.778453 = -4662806.244303
  nChanged 19
		SP:Iteration 118Q (8664.190000 sec): 3 clusters
  Score: Raw -4666261.823547 + Penalty 3452.778453 = -4662809.045094
  nChanged 19
		SP:Iteration 119Q (8664.570000 sec): 3 clusters
  Score: Raw -4666264.024540 + Penalty 3452.778453 = -4662811.246087
  nChanged 18
		SP:Iteration 120F (8664.990000 sec): 3 clusters
  Score: Raw -4666266.074492 + Penalty 3452.778453 = -4662813.296039
  nChanged 14
		SP:Iteration 121Q (8665.400000 sec): 3 clusters
  Score: Raw -4666267.905300 + Penalty 3452.778453 = -4662815.126847
  nChanged 17
		SP:Iteration 122Q (8665.760000 sec): 3 clusters
  Score: Raw -4666270.322269 + Penalty 3452.778453 = -4662817.543816
  nChanged 17
		SP:Iteration 123Q (8666.140000 sec): 3 clusters
  Score: Raw -4666272.668841 + Penalty 3452.778453 = -4662819.890388
  nChanged 10
		SP:Iteration 124Q (8666.560000 sec): 3 clusters
  Score: Raw -4666274.422176 + Penalty 3452.778453 = -4662821.643722
  nChanged 14
		SP:Iteration 125Q (8666.900000 sec): 3 clusters
  Score: Raw -4666276.690368 + Penalty 3452.778453 = -4662823.911915
  nChanged 11
		SP:Iteration 126Q (8667.230000 sec): 3 clusters
  Score: Raw -4666278.402960 + Penalty 3452.778453 = -4662825.624507
  nChanged 17
		SP:Iteration 127Q (8667.580000 sec): 3 clusters
  Score: Raw -4666280.274351 + Penalty 3452.778453 = -4662827.495898
  nChanged 13
		SP:Iteration 128Q (8667.970000 sec): 3 clusters
  Score: Raw -4666281.591475 + Penalty 3452.778453 = -4662828.813022
  nChanged 11
		SP:Iteration 129Q (8668.280000 sec): 3 clusters
  Score: Raw -4666283.286656 + Penalty 3452.778453 = -4662830.508202
  nChanged 22
		SP:Iteration 130Q (8668.620000 sec): 3 clusters
  Score: Raw -4666286.236234 + Penalty 3452.778453 = -4662833.457781
  nChanged 20
		SP:Iteration 131Q (8668.970000 sec): 3 clusters
  Score: Raw -4666289.620963 + Penalty 3452.778453 = -4662836.842509
  nChanged 23
		SP:Iteration 132Q (8669.350000 sec): 3 clusters
  Score: Raw -4666292.807576 + Penalty 3452.778453 = -4662840.029122
  nChanged 18
		SP:Iteration 133Q (8669.710000 sec): 3 clusters
  Score: Raw -4666295.515991 + Penalty 3452.778453 = -4662842.737538
  nChanged 20
		SP:Iteration 134Q (8670.090000 sec): 3 clusters
  Score: Raw -4666298.450998 + Penalty 3452.778453 = -4662845.672544
  nChanged 18
		SP:Iteration 135Q (8670.410000 sec): 3 clusters
  Score: Raw -4666301.455173 + Penalty 3452.778453 = -4662848.676720
  nChanged 19
		SP:Iteration 136Q (8670.760000 sec): 3 clusters
  Score: Raw -4666304.060503 + Penalty 3452.778453 = -4662851.282050
  nChanged 20
		SP:Iteration 137Q (8671.130000 sec): 3 clusters
  Score: Raw -4666307.347468 + Penalty 3452.778453 = -4662854.569014
  nChanged 21
		SP:Iteration 138Q (8671.500000 sec): 3 clusters
  Score: Raw -4666311.372927 + Penalty 3452.778453 = -4662858.594474
  nChanged 25
		SP:Iteration 139Q (8671.810000 sec): 3 clusters
  Score: Raw -4666315.832598 + Penalty 3452.778453 = -4662863.054145
  nChanged 19
		SP:Iteration 140F (8672.190000 sec): 3 clusters
  Score: Raw -4666320.526985 + Penalty 3452.778453 = -4662867.748532
  nChanged 14
		SP:Iteration 141Q (8672.530000 sec): 3 clusters
  Score: Raw -4666323.590516 + Penalty 3452.778453 = -4662870.812063
  nChanged 20
		SP:Iteration 142Q (8672.870000 sec): 3 clusters
  Score: Raw -4666327.963332 + Penalty 3452.778453 = -4662875.184879
  nChanged 18
		SP:Iteration 143Q (8673.120000 sec): 3 clusters
  Score: Raw -4666330.138929 + Penalty 3452.778453 = -4662877.360475
  nChanged 11
		SP:Iteration 144Q (8673.420000 sec): 3 clusters
  Score: Raw -4666332.228745 + Penalty 3452.778453 = -4662879.450292
  nChanged 16
		SP:Iteration 145Q (8673.760000 sec): 3 clusters
  Score: Raw -4666334.698666 + Penalty 3452.778453 = -4662881.920213
  nChanged 12
		SP:Iteration 146Q (8674.100000 sec): 3 clusters
  Score: Raw -4666335.913364 + Penalty 3452.778453 = -4662883.134911
  nChanged 3
		SP:Iteration 147Q (8674.440000 sec): 3 clusters
  Score: Raw -4666336.476582 + Penalty 3452.778453 = -4662883.698129
  nChanged 3
		SP:Iteration 148Q (8674.810000 sec): 3 clusters
  Score: Raw -4666336.993259 + Penalty 3452.778453 = -4662884.214806
  nChanged 6
		SP:Iteration 149Q (8675.120000 sec): 3 clusters
  Score: Raw -4666337.817631 + Penalty 3452.778453 = -4662885.039178
  nChanged 7
		SP:Iteration 150Q (8675.480000 sec): 3 clusters
  Score: Raw -4666339.034822 + Penalty 3452.778453 = -4662886.256369
  nChanged 10
		SP:Iteration 151Q (8675.770000 sec): 3 clusters
  Score: Raw -4666340.462777 + Penalty 3452.778453 = -4662887.684324
  nChanged 13
		SP:Iteration 152Q (8676.130000 sec): 3 clusters
  Score: Raw -4666341.927858 + Penalty 3452.778453 = -4662889.149405
  nChanged 13
		SP:Iteration 153Q (8676.480000 sec): 3 clusters
  Score: Raw -4666343.786710 + Penalty 3452.778453 = -4662891.008256
  nChanged 12
		SP:Iteration 154Q (8676.860000 sec): 3 clusters
  Score: Raw -4666345.519003 + Penalty 3452.778453 = -4662892.740550
  nChanged 11
		SP:Iteration 155Q (8677.260000 sec): 3 clusters
  Score: Raw -4666346.664728 + Penalty 3452.778453 = -4662893.886275
  nChanged 5
		SP:Iteration 156Q (8677.590000 sec): 3 clusters
  Score: Raw -4666347.448592 + Penalty 3452.778453 = -4662894.670138
  nChanged 8
		SP:Iteration 157Q (8678.000000 sec): 3 clusters
  Score: Raw -4666348.445913 + Penalty 3452.778453 = -4662895.667460
  nChanged 7
		SP:Iteration 158Q (8678.370000 sec): 3 clusters
  Score: Raw -4666348.998629 + Penalty 3452.778453 = -4662896.220176
  nChanged 3
		SP:Iteration 159Q (8678.790000 sec): 3 clusters
  Score: Raw -4666349.276533 + Penalty 3452.778453 = -4662896.498079
  nChanged 2
		SP:Iteration 160F (8679.190000 sec): 3 clusters
  Score: Raw -4666349.737227 + Penalty 3452.778453 = -4662896.958774
  nChanged 3
		SP:Iteration 161Q (8679.520000 sec): 3 clusters
  Score: Raw -4666350.039777 + Penalty 3452.778453 = -4662897.261324
  nChanged 3
		SP:Iteration 162Q (8679.950000 sec): 3 clusters
  Score: Raw -4666350.419989 + Penalty 3452.778453 = -4662897.641536
  nChanged 0
		SP:Iteration 163F (8680.380000 sec): 3 clusters
  Score: Raw -4666350.419989 + Penalty 3452.778453 = -4662897.641536
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (18217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8680.580000 sec): 2 clusters
  Score: Raw -2070781.959406 + Penalty 1594.142957 = -2069187.816450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8680.880000 sec): 3 clusters
  Score: Raw -2059903.798855 + Penalty 3188.285913 = -2056715.512941
  nChanged 8103
		SP:Iteration 1F (8681.160000 sec): 3 clusters
  Score: Raw -2064368.476796 + Penalty 3188.285913 = -2061180.190883
  nChanged 1054
		SP:Iteration 2F (8681.470000 sec): 3 clusters
  Score: Raw -2064813.402059 + Penalty 3188.285913 = -2061625.116146
  nChanged 987
		SP:Iteration 3F (8681.760000 sec): 3 clusters
  Score: Raw -2065272.497989 + Penalty 3188.285913 = -2062084.212076
  nChanged 1016
		SP:Iteration 4F (8681.980000 sec): 3 clusters
  Score: Raw -2065850.335535 + Penalty 3188.285913 = -2062662.049622
  nChanged 1012
		SP:Iteration 5F (8682.280000 sec): 3 clusters
  Score: Raw -2066532.444897 + Penalty 3188.285913 = -2063344.158984
  nChanged 1125
		SP:Iteration 6F (8682.590000 sec): 3 clusters
  Score: Raw -2067355.327192 + Penalty 3188.285913 = -2064167.041278
  nChanged 1124
		SP:Iteration 7F (8682.900000 sec): 3 clusters
  Score: Raw -2068220.193059 + Penalty 3188.285913 = -2065031.907146
  nChanged 1032
		SP:Iteration 8F (8683.220000 sec): 3 clusters
  Score: Raw -2069107.279921 + Penalty 3188.285913 = -2065918.994007
  nChanged 964
		SP:Iteration 9F (8683.520000 sec): 3 clusters
  Score: Raw -2069868.485040 + Penalty 3188.285913 = -2066680.199126
  nChanged 785
		SP:Iteration 10Q (8683.810000 sec): 3 clusters
  Score: Raw -2070412.920036 + Penalty 3188.285913 = -2067224.634122
  nChanged 581
		SP:Iteration 11Q (8684.080000 sec): 3 clusters
  Score: Raw -2070734.620033 + Penalty 3188.285913 = -2067546.334120
  nChanged 440
		SP:Iteration 12Q (8684.380000 sec): 3 clusters
  Score: Raw -2070944.617443 + Penalty 3188.285913 = -2067756.331529
  nChanged 349
		SP:Iteration 13Q (8684.630000 sec): 3 clusters
  Score: Raw -2071093.398848 + Penalty 3188.285913 = -2067905.112934
  nChanged 279
		SP:Iteration 14Q (8684.890000 sec): 3 clusters
  Score: Raw -2071185.339723 + Penalty 3188.285913 = -2067997.053810
  nChanged 219
		SP:Iteration 15Q (8685.160000 sec): 3 clusters
  Score: Raw -2071250.374010 + Penalty 3188.285913 = -2068062.088096
  nChanged 173
		SP:Iteration 16Q (8685.460000 sec): 3 clusters
  Score: Raw -2071293.862256 + Penalty 3188.285913 = -2068105.576343
  nChanged 131
		SP:Iteration 17Q (8685.740000 sec): 3 clusters
  Score: Raw -2071320.771378 + Penalty 3188.285913 = -2068132.485465
  nChanged 106
		SP:Iteration 18Q (8686.050000 sec): 3 clusters
  Score: Raw -2071339.109730 + Penalty 3188.285913 = -2068150.823817
  nChanged 90
		SP:Iteration 19Q (8686.340000 sec): 3 clusters
  Score: Raw -2071355.638887 + Penalty 3188.285913 = -2068167.352974
  nChanged 85
		SP:Iteration 20F (8686.610000 sec): 3 clusters
  Score: Raw -2071371.538740 + Penalty 3188.285913 = -2068183.252827
  nChanged 74
		SP:Iteration 21Q (8686.910000 sec): 3 clusters
  Score: Raw -2071384.931358 + Penalty 3188.285913 = -2068196.645444
  nChanged 69
		SP:Iteration 22Q (8687.190000 sec): 3 clusters
  Score: Raw -2071395.223614 + Penalty 3188.285913 = -2068206.937700
  nChanged 73
		SP:Iteration 23Q (8687.450000 sec): 3 clusters
  Score: Raw -2071408.334094 + Penalty 3188.285913 = -2068220.048180
  nChanged 69
		SP:Iteration 24Q (8687.740000 sec): 3 clusters
  Score: Raw -2071420.770609 + Penalty 3188.285913 = -2068232.484696
  nChanged 67
		SP:Iteration 25Q (8688.010000 sec): 3 clusters
  Score: Raw -2071430.612716 + Penalty 3188.285913 = -2068242.326803
  nChanged 58
		SP:Iteration 26Q (8688.290000 sec): 3 clusters
  Score: Raw -2071439.298456 + Penalty 3188.285913 = -2068251.012542
  nChanged 38
		SP:Iteration 27Q (8688.550000 sec): 3 clusters
  Score: Raw -2071443.058821 + Penalty 3188.285913 = -2068254.772907
  nChanged 29
		SP:Iteration 28Q (8688.830000 sec): 3 clusters
  Score: Raw -2071445.470974 + Penalty 3188.285913 = -2068257.185060
  nChanged 23
		SP:Iteration 29Q (8689.110000 sec): 3 clusters
  Score: Raw -2071447.275174 + Penalty 3188.285913 = -2068258.989261
  nChanged 21
		SP:Iteration 30Q (8689.380000 sec): 3 clusters
  Score: Raw -2071448.946582 + Penalty 3188.285913 = -2068260.660668
  nChanged 11
		SP:Iteration 31Q (8689.610000 sec): 3 clusters
  Score: Raw -2071449.455501 + Penalty 3188.285913 = -2068261.169587
  nChanged 9
		SP:Iteration 32Q (8689.900000 sec): 3 clusters
  Score: Raw -2071450.023585 + Penalty 3188.285913 = -2068261.737671
  nChanged 7
		SP:Iteration 33Q (8690.190000 sec): 3 clusters
  Score: Raw -2071450.534313 + Penalty 3188.285913 = -2068262.248400
  nChanged 11
		SP:Iteration 34Q (8690.470000 sec): 3 clusters
  Score: Raw -2071451.226141 + Penalty 3188.285913 = -2068262.940227
  nChanged 7
		SP:Iteration 35Q (8690.760000 sec): 3 clusters
  Score: Raw -2071451.720669 + Penalty 3188.285913 = -2068263.434755
  nChanged 12
		SP:Iteration 36Q (8691.010000 sec): 3 clusters
  Score: Raw -2071452.745624 + Penalty 3188.285913 = -2068264.459711
  nChanged 10
		SP:Iteration 37Q (8691.310000 sec): 3 clusters
  Score: Raw -2071453.280151 + Penalty 3188.285913 = -2068264.994238
  nChanged 7
		SP:Iteration 38Q (8691.610000 sec): 3 clusters
  Score: Raw -2071453.821129 + Penalty 3188.285913 = -2068265.535216
  nChanged 7
		SP:Iteration 39Q (8691.950000 sec): 3 clusters
  Score: Raw -2071454.160075 + Penalty 3188.285913 = -2068265.874162
  nChanged 8
		SP:Iteration 40F (8692.210000 sec): 3 clusters
  Score: Raw -2071454.630425 + Penalty 3188.285913 = -2068266.344512
  nChanged 4
		SP:Iteration 41Q (8692.450000 sec): 3 clusters
  Score: Raw -2071454.888097 + Penalty 3188.285913 = -2068266.602183
  nChanged 4
		SP:Iteration 42Q (8692.720000 sec): 3 clusters
  Score: Raw -2071455.124431 + Penalty 3188.285913 = -2068266.838518
  nChanged 4
		SP:Iteration 43Q (8692.970000 sec): 3 clusters
  Score: Raw -2071455.337540 + Penalty 3188.285913 = -2068267.051627
  nChanged 3
		SP:Iteration 44Q (8693.240000 sec): 3 clusters
  Score: Raw -2071455.706765 + Penalty 3188.285913 = -2068267.420851
  nChanged 4
		SP:Iteration 45Q (8693.490000 sec): 3 clusters
  Score: Raw -2071455.968963 + Penalty 3188.285913 = -2068267.683050
  nChanged 2
		SP:Iteration 46Q (8693.790000 sec): 3 clusters
  Score: Raw -2071456.096840 + Penalty 3188.285913 = -2068267.810926
  nChanged 5
		SP:Iteration 47Q (8694.070000 sec): 3 clusters
  Score: Raw -2071456.263851 + Penalty 3188.285913 = -2068267.977938
  nChanged 3
		SP:Iteration 48Q (8694.290000 sec): 3 clusters
  Score: Raw -2071456.578475 + Penalty 3188.285913 = -2068268.292561
  nChanged 2
		SP:Iteration 49Q (8694.520000 sec): 3 clusters
  Score: Raw -2071456.636241 + Penalty 3188.285913 = -2068268.350328
  nChanged 2
		SP:Iteration 50Q (8694.830000 sec): 3 clusters
  Score: Raw -2071456.770950 + Penalty 3188.285913 = -2068268.485036
  nChanged 3
		SP:Iteration 51Q (8695.140000 sec): 3 clusters
  Score: Raw -2071457.044138 + Penalty 3188.285913 = -2068268.758224
  nChanged 4
		SP:Iteration 52Q (8695.500000 sec): 3 clusters
  Score: Raw -2071457.204781 + Penalty 3188.285913 = -2068268.918868
  nChanged 3
		SP:Iteration 53Q (8695.710000 sec): 3 clusters
  Score: Raw -2071457.406035 + Penalty 3188.285913 = -2068269.120122
  nChanged 2
		SP:Iteration 54Q (8696.000000 sec): 3 clusters
  Score: Raw -2071457.584670 + Penalty 3188.285913 = -2068269.298756
  nChanged 3
		SP:Iteration 55Q (8696.320000 sec): 3 clusters
  Score: Raw -2071457.676380 + Penalty 3188.285913 = -2068269.390467
  nChanged 2
		SP:Iteration 56Q (8696.590000 sec): 3 clusters
  Score: Raw -2071457.857829 + Penalty 3188.285913 = -2068269.571916
  nChanged 4
		SP:Iteration 57Q (8696.880000 sec): 3 clusters
  Score: Raw -2071458.170386 + Penalty 3188.285913 = -2068269.884473
  nChanged 5
		SP:Iteration 58Q (8697.130000 sec): 3 clusters
  Score: Raw -2071458.619153 + Penalty 3188.285913 = -2068270.333240
  nChanged 6
		SP:Iteration 59Q (8697.420000 sec): 3 clusters
  Score: Raw -2071458.985751 + Penalty 3188.285913 = -2068270.699838
  nChanged 2
		SP:Iteration 60F (8697.710000 sec): 3 clusters
  Score: Raw -2071459.068892 + Penalty 3188.285913 = -2068270.782979
  nChanged 1
		SP:Iteration 61Q (8697.990000 sec): 3 clusters
  Score: Raw -2071459.126637 + Penalty 3188.285913 = -2068270.840724
  nChanged 0
		SP:Iteration 62F (8698.260000 sec): 3 clusters
  Score: Raw -2071459.126637 + Penalty 3188.285913 = -2068270.840724
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (83600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8698.840000 sec): 2 clusters
  Score: Raw -9719955.029023 + Penalty 1841.742305 = -9718113.286718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8699.590000 sec): 3 clusters
  Score: Raw -9665921.725733 + Penalty 3683.484610 = -9662238.241123
  nChanged 39689
		SP:Iteration 1F (8700.230000 sec): 3 clusters
  Score: Raw -9689577.707204 + Penalty 3683.484610 = -9685894.222594
  nChanged 3864
		SP:Iteration 2Q (8700.890000 sec): 3 clusters
  Score: Raw -9691333.763726 + Penalty 3683.484610 = -9687650.279116
  nChanged 4503
		SP:Iteration 3F (8701.490000 sec): 3 clusters
  Score: Raw -9693811.895689 + Penalty 3683.484610 = -9690128.411080
  nChanged 5210
		SP:Iteration 4F (8702.110000 sec): 3 clusters
  Score: Raw -9697079.806465 + Penalty 3683.484610 = -9693396.321856
  nChanged 5375
		SP:Iteration 5F (8702.740000 sec): 3 clusters
  Score: Raw -9700627.568044 + Penalty 3683.484610 = -9696944.083434
  nChanged 5382
		SP:Iteration 6F (8703.350000 sec): 3 clusters
  Score: Raw -9704338.876696 + Penalty 3683.484610 = -9700655.392086
  nChanged 5123
		SP:Iteration 7F (8703.930000 sec): 3 clusters
  Score: Raw -9707907.744803 + Penalty 3683.484610 = -9704224.260193
  nChanged 4348
		SP:Iteration 8F (8704.560000 sec): 3 clusters
  Score: Raw -9710633.606283 + Penalty 3683.484610 = -9706950.121674
  nChanged 3287
		SP:Iteration 9Q (8705.180000 sec): 3 clusters
  Score: Raw -9712239.348504 + Penalty 3683.484610 = -9708555.863894
  nChanged 2281
		SP:Iteration 10Q (8705.710000 sec): 3 clusters
  Score: Raw -9713082.116378 + Penalty 3683.484610 = -9709398.631769
  nChanged 1642
		SP:Iteration 11Q (8706.220000 sec): 3 clusters
  Score: Raw -9713610.206521 + Penalty 3683.484610 = -9709926.721911
  nChanged 1305
		SP:Iteration 12Q (8706.770000 sec): 3 clusters
  Score: Raw -9714037.224770 + Penalty 3683.484610 = -9710353.740161
  nChanged 1187
		SP:Iteration 13Q (8707.330000 sec): 3 clusters
  Score: Raw -9714413.537591 + Penalty 3683.484610 = -9710730.052982
  nChanged 1053
		SP:Iteration 14Q (8707.890000 sec): 3 clusters
  Score: Raw -9714739.371773 + Penalty 3683.484610 = -9711055.887163
  nChanged 1039
		SP:Iteration 15Q (8708.480000 sec): 3 clusters
  Score: Raw -9715045.733187 + Penalty 3683.484610 = -9711362.248578
  nChanged 949
		SP:Iteration 16Q (8709.100000 sec): 3 clusters
  Score: Raw -9715305.924125 + Penalty 3683.484610 = -9711622.439515
  nChanged 945
		SP:Iteration 17Q (8709.720000 sec): 3 clusters
  Score: Raw -9715573.900253 + Penalty 3683.484610 = -9711890.415643
  nChanged 895
		SP:Iteration 18Q (8710.330000 sec): 3 clusters
  Score: Raw -9715822.155623 + Penalty 3683.484610 = -9712138.671013
  nChanged 881
		SP:Iteration 19Q (8710.970000 sec): 3 clusters
  Score: Raw -9716062.903060 + Penalty 3683.484610 = -9712379.418450
  nChanged 866
		SP:Iteration 20F (8711.550000 sec): 3 clusters
  Score: Raw -9716294.815448 + Penalty 3683.484610 = -9712611.330838
  nChanged 890
		SP:Iteration 21Q (8712.110000 sec): 3 clusters
  Score: Raw -9716536.122849 + Penalty 3683.484610 = -9712852.638239
  nChanged 846
		SP:Iteration 22Q (8712.680000 sec): 3 clusters
  Score: Raw -9716758.188088 + Penalty 3683.484610 = -9713074.703478
  nChanged 881
		SP:Iteration 23Q (8713.240000 sec): 3 clusters
  Score: Raw -9716984.380178 + Penalty 3683.484610 = -9713300.895568
  nChanged 839
		SP:Iteration 24Q (8713.810000 sec): 3 clusters
  Score: Raw -9717194.972434 + Penalty 3683.484610 = -9713511.487824
  nChanged 879
		SP:Iteration 25Q (8714.380000 sec): 3 clusters
  Score: Raw -9717423.735187 + Penalty 3683.484610 = -9713740.250577
  nChanged 853
		SP:Iteration 26Q (8714.950000 sec): 3 clusters
  Score: Raw -9717635.622963 + Penalty 3683.484610 = -9713952.138353
  nChanged 807
		SP:Iteration 27Q (8715.520000 sec): 3 clusters
  Score: Raw -9717840.222617 + Penalty 3683.484610 = -9714156.738007
  nChanged 799
		SP:Iteration 28Q (8716.120000 sec): 3 clusters
  Score: Raw -9718055.221426 + Penalty 3683.484610 = -9714371.736817
  nChanged 760
		SP:Iteration 29Q (8716.650000 sec): 3 clusters
  Score: Raw -9718270.313572 + Penalty 3683.484610 = -9714586.828963
  nChanged 761
		SP:Iteration 30Q (8717.200000 sec): 3 clusters
  Score: Raw -9718490.577560 + Penalty 3683.484610 = -9714807.092951
  nChanged 746
		SP:Iteration 31Q (8717.770000 sec): 3 clusters
  Score: Raw -9718704.876391 + Penalty 3683.484610 = -9715021.391781
  nChanged 682
		SP:Iteration 32Q (8718.330000 sec): 3 clusters
  Score: Raw -9718911.714482 + Penalty 3683.484610 = -9715228.229872
  nChanged 676
		SP:Iteration 33Q (8718.840000 sec): 3 clusters
  Score: Raw -9719114.960807 + Penalty 3683.484610 = -9715431.476197
  nChanged 615
		SP:Iteration 34Q (8719.380000 sec): 3 clusters
  Score: Raw -9719301.960692 + Penalty 3683.484610 = -9715618.476082
  nChanged 593
		SP:Iteration 35Q (8719.850000 sec): 3 clusters
  Score: Raw -9719495.657817 + Penalty 3683.484610 = -9715812.173207
  nChanged 564
		SP:Iteration 36Q (8720.350000 sec): 3 clusters
  Score: Raw -9719702.225003 + Penalty 3683.484610 = -9716018.740393
  nChanged 577
		SP:Iteration 37Q (8720.850000 sec): 3 clusters
  Score: Raw -9719930.890661 + Penalty 3683.484610 = -9716247.406051
  nChanged 560
		SP:Iteration 38Q (8721.340000 sec): 3 clusters
  Score: Raw -9720174.557955 + Penalty 3683.484610 = -9716491.073345
  nChanged 507
		SP:Iteration 39Q (8721.910000 sec): 3 clusters
  Score: Raw -9720425.524911 + Penalty 3683.484610 = -9716742.040301
  nChanged 407
		SP:Iteration 40F (8722.440000 sec): 3 clusters
  Score: Raw -9720652.094079 + Penalty 3683.484610 = -9716968.609469
  nChanged 348
		SP:Iteration 41Q (8722.970000 sec): 3 clusters
  Score: Raw -9720883.992198 + Penalty 3683.484610 = -9717200.507589
  nChanged 276
		SP:Iteration 42Q (8723.510000 sec): 3 clusters
  Score: Raw -9721056.759271 + Penalty 3683.484610 = -9717373.274661
  nChanged 259
		SP:Iteration 43Q (8723.990000 sec): 3 clusters
  Score: Raw -9721185.500317 + Penalty 3683.484610 = -9717502.015708
  nChanged 208
		SP:Iteration 44Q (8724.480000 sec): 3 clusters
  Score: Raw -9721261.681185 + Penalty 3683.484610 = -9717578.196576
  nChanged 158
		SP:Iteration 45Q (8724.970000 sec): 3 clusters
  Score: Raw -9721315.969153 + Penalty 3683.484610 = -9717632.484543
  nChanged 131
		SP:Iteration 46Q (8725.450000 sec): 3 clusters
  Score: Raw -9721352.948990 + Penalty 3683.484610 = -9717669.464380
  nChanged 97
		SP:Iteration 47Q (8725.930000 sec): 3 clusters
  Score: Raw -9721377.702225 + Penalty 3683.484610 = -9717694.217615
  nChanged 70
		SP:Iteration 48Q (8726.470000 sec): 3 clusters
  Score: Raw -9721395.488901 + Penalty 3683.484610 = -9717712.004291
  nChanged 63
		SP:Iteration 49Q (8726.990000 sec): 3 clusters
  Score: Raw -9721409.374244 + Penalty 3683.484610 = -9717725.889634
  nChanged 48
		SP:Iteration 50Q (8727.510000 sec): 3 clusters
  Score: Raw -9721420.843960 + Penalty 3683.484610 = -9717737.359351
  nChanged 39
		SP:Iteration 51Q (8728.030000 sec): 3 clusters
  Score: Raw -9721428.753927 + Penalty 3683.484610 = -9717745.269317
  nChanged 44
		SP:Iteration 52Q (8728.470000 sec): 3 clusters
  Score: Raw -9721439.674967 + Penalty 3683.484610 = -9717756.190357
  nChanged 33
		SP:Iteration 53Q (8728.910000 sec): 3 clusters
  Score: Raw -9721451.840571 + Penalty 3683.484610 = -9717768.355961
  nChanged 41
		SP:Iteration 54Q (8729.370000 sec): 3 clusters
  Score: Raw -9721463.524352 + Penalty 3683.484610 = -9717780.039742
  nChanged 31
		SP:Iteration 55Q (8729.830000 sec): 3 clusters
  Score: Raw -9721472.054490 + Penalty 3683.484610 = -9717788.569880
  nChanged 37
		SP:Iteration 56Q (8730.310000 sec): 3 clusters
  Score: Raw -9721486.192832 + Penalty 3683.484610 = -9717802.708222
  nChanged 29
		SP:Iteration 57Q (8730.820000 sec): 3 clusters
  Score: Raw -9721495.516871 + Penalty 3683.484610 = -9717812.032262
  nChanged 29
		SP:Iteration 58Q (8731.320000 sec): 3 clusters
  Score: Raw -9721503.611821 + Penalty 3683.484610 = -9717820.127211
  nChanged 28
		SP:Iteration 59Q (8731.830000 sec): 3 clusters
  Score: Raw -9721514.371381 + Penalty 3683.484610 = -9717830.886771
  nChanged 36
		SP:Iteration 60F (8732.450000 sec): 3 clusters
  Score: Raw -9721529.336124 + Penalty 3683.484610 = -9717845.851515
  nChanged 49
		SP:Iteration 61Q (8732.950000 sec): 3 clusters
  Score: Raw -9721541.524267 + Penalty 3683.484610 = -9717858.039657
  nChanged 34
		SP:Iteration 62Q (8733.480000 sec): 3 clusters
  Score: Raw -9721549.430256 + Penalty 3683.484610 = -9717865.945646
  nChanged 31
		SP:Iteration 63Q (8733.990000 sec): 3 clusters
  Score: Raw -9721555.477149 + Penalty 3683.484610 = -9717871.992539
  nChanged 17
		SP:Iteration 64Q (8734.460000 sec): 3 clusters
  Score: Raw -9721557.563178 + Penalty 3683.484610 = -9717874.078569
  nChanged 13
		SP:Iteration 65Q (8734.980000 sec): 3 clusters
  Score: Raw -9721559.414972 + Penalty 3683.484610 = -9717875.930362
  nChanged 14
		SP:Iteration 66Q (8735.480000 sec): 3 clusters
  Score: Raw -9721561.205116 + Penalty 3683.484610 = -9717877.720506
  nChanged 9
		SP:Iteration 67Q (8735.960000 sec): 3 clusters
  Score: Raw -9721562.460823 + Penalty 3683.484610 = -9717878.976213
  nChanged 10
		SP:Iteration 68Q (8736.460000 sec): 3 clusters
  Score: Raw -9721563.757034 + Penalty 3683.484610 = -9717880.272424
  nChanged 6
		SP:Iteration 69Q (8736.960000 sec): 3 clusters
  Score: Raw -9721564.551555 + Penalty 3683.484610 = -9717881.066945
  nChanged 6
		SP:Iteration 70Q (8737.500000 sec): 3 clusters
  Score: Raw -9721565.358938 + Penalty 3683.484610 = -9717881.874328
  nChanged 7
		SP:Iteration 71Q (8737.990000 sec): 3 clusters
  Score: Raw -9721566.213858 + Penalty 3683.484610 = -9717882.729248
  nChanged 8
		SP:Iteration 72Q (8738.490000 sec): 3 clusters
  Score: Raw -9721567.133118 + Penalty 3683.484610 = -9717883.648508
  nChanged 7
		SP:Iteration 73Q (8738.990000 sec): 3 clusters
  Score: Raw -9721567.829024 + Penalty 3683.484610 = -9717884.344415
  nChanged 3
		SP:Iteration 74Q (8739.480000 sec): 3 clusters
  Score: Raw -9721568.080570 + Penalty 3683.484610 = -9717884.595960
  nChanged 0
		SP:Iteration 75F (8740.060000 sec): 3 clusters
  Score: Raw -9721568.080570 + Penalty 3683.484610 = -9717884.595960
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (18318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8740.290000 sec): 2 clusters
  Score: Raw -2199250.400812 + Penalty 1595.041413 = -2197655.359400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8740.530000 sec): 3 clusters
  Score: Raw -2188375.865937 + Penalty 3190.082825 = -2185185.783112
  nChanged 8218
		SP:Iteration 1F (8740.840000 sec): 3 clusters
  Score: Raw -2192986.401925 + Penalty 3190.082825 = -2189796.319100
  nChanged 1174
		SP:Iteration 2F (8741.150000 sec): 3 clusters
  Score: Raw -2193600.638931 + Penalty 3190.082825 = -2190410.556106
  nChanged 1181
		SP:Iteration 3F (8741.470000 sec): 3 clusters
  Score: Raw -2194348.381320 + Penalty 3190.082825 = -2191158.298495
  nChanged 1281
		SP:Iteration 4F (8741.720000 sec): 3 clusters
  Score: Raw -2195187.244711 + Penalty 3190.082825 = -2191997.161886
  nChanged 1238
		SP:Iteration 5F (8742.000000 sec): 3 clusters
  Score: Raw -2195931.476447 + Penalty 3190.082825 = -2192741.393622
  nChanged 1031
		SP:Iteration 6F (8742.270000 sec): 3 clusters
  Score: Raw -2196461.091057 + Penalty 3190.082825 = -2193271.008232
  nChanged 810
		SP:Iteration 7Q (8742.520000 sec): 3 clusters
  Score: Raw -2196800.626880 + Penalty 3190.082825 = -2193610.544055
  nChanged 588
		SP:Iteration 8Q (8742.750000 sec): 3 clusters
  Score: Raw -2196972.695324 + Penalty 3190.082825 = -2193782.612498
  nChanged 402
		SP:Iteration 9Q (8743.010000 sec): 3 clusters
  Score: Raw -2197074.482287 + Penalty 3190.082825 = -2193884.399462
  nChanged 332
		SP:Iteration 10Q (8743.280000 sec): 3 clusters
  Score: Raw -2197151.117209 + Penalty 3190.082825 = -2193961.034384
  nChanged 290
		SP:Iteration 11Q (8743.560000 sec): 3 clusters
  Score: Raw -2197209.464745 + Penalty 3190.082825 = -2194019.381920
  nChanged 215
		SP:Iteration 12Q (8743.810000 sec): 3 clusters
  Score: Raw -2197249.657534 + Penalty 3190.082825 = -2194059.574708
  nChanged 201
		SP:Iteration 13Q (8744.100000 sec): 3 clusters
  Score: Raw -2197288.223127 + Penalty 3190.082825 = -2194098.140302
  nChanged 195
		SP:Iteration 14Q (8744.370000 sec): 3 clusters
  Score: Raw -2197328.168966 + Penalty 3190.082825 = -2194138.086141
  nChanged 230
		SP:Iteration 15Q (8744.570000 sec): 3 clusters
  Score: Raw -2197379.941404 + Penalty 3190.082825 = -2194189.858579
  nChanged 260
		SP:Iteration 16Q (8744.780000 sec): 3 clusters
  Score: Raw -2197445.876340 + Penalty 3190.082825 = -2194255.793515
  nChanged 297
		SP:Iteration 17Q (8745.010000 sec): 3 clusters
  Score: Raw -2197524.621758 + Penalty 3190.082825 = -2194334.538933
  nChanged 312
		SP:Iteration 18Q (8745.250000 sec): 3 clusters
  Score: Raw -2197616.761355 + Penalty 3190.082825 = -2194426.678530
  nChanged 381
		SP:Iteration 19Q (8745.500000 sec): 3 clusters
  Score: Raw -2197741.441511 + Penalty 3190.082825 = -2194551.358686
  nChanged 430
		SP:Iteration 20F (8745.740000 sec): 3 clusters
  Score: Raw -2197900.784128 + Penalty 3190.082825 = -2194710.701303
  nChanged 474
		SP:Iteration 21Q (8746.020000 sec): 3 clusters
  Score: Raw -2198082.225872 + Penalty 3190.082825 = -2194892.143047
  nChanged 498
		SP:Iteration 22Q (8746.270000 sec): 3 clusters
  Score: Raw -2198284.996287 + Penalty 3190.082825 = -2195094.913462
  nChanged 538
		SP:Iteration 23Q (8746.500000 sec): 3 clusters
  Score: Raw -2198519.804612 + Penalty 3190.082825 = -2195329.721787
  nChanged 534
		SP:Iteration 24Q (8746.720000 sec): 3 clusters
  Score: Raw -2198757.998935 + Penalty 3190.082825 = -2195567.916110
  nChanged 527
		SP:Iteration 25Q (8746.990000 sec): 3 clusters
  Score: Raw -2199007.780874 + Penalty 3190.082825 = -2195817.698049
  nChanged 504
		SP:Iteration 26Q (8747.220000 sec): 3 clusters
  Score: Raw -2199239.674380 + Penalty 3190.082825 = -2196049.591555
  nChanged 467
		SP:Iteration 27Q (8747.450000 sec): 3 clusters
  Score: Raw -2199446.346625 + Penalty 3190.082825 = -2196256.263800
  nChanged 416
		SP:Iteration 28Q (8747.660000 sec): 3 clusters
  Score: Raw -2199613.853820 + Penalty 3190.082825 = -2196423.770995
  nChanged 332
		SP:Iteration 29Q (8747.970000 sec): 3 clusters
  Score: Raw -2199729.737261 + Penalty 3190.082825 = -2196539.654436
  nChanged 258
		SP:Iteration 30Q (8748.200000 sec): 3 clusters
  Score: Raw -2199813.010800 + Penalty 3190.082825 = -2196622.927975
  nChanged 223
		SP:Iteration 31Q (8748.480000 sec): 3 clusters
  Score: Raw -2199886.966556 + Penalty 3190.082825 = -2196696.883731
  nChanged 208
		SP:Iteration 32Q (8748.750000 sec): 3 clusters
  Score: Raw -2199946.833335 + Penalty 3190.082825 = -2196756.750510
  nChanged 155
		SP:Iteration 33Q (8748.990000 sec): 3 clusters
  Score: Raw -2199991.434347 + Penalty 3190.082825 = -2196801.351522
  nChanged 127
		SP:Iteration 34Q (8749.270000 sec): 3 clusters
  Score: Raw -2200029.927344 + Penalty 3190.082825 = -2196839.844519
  nChanged 114
		SP:Iteration 35Q (8749.570000 sec): 3 clusters
  Score: Raw -2200062.912402 + Penalty 3190.082825 = -2196872.829577
  nChanged 116
		SP:Iteration 36Q (8749.790000 sec): 3 clusters
  Score: Raw -2200096.191608 + Penalty 3190.082825 = -2196906.108783
  nChanged 97
		SP:Iteration 37Q (8750.050000 sec): 3 clusters
  Score: Raw -2200119.782521 + Penalty 3190.082825 = -2196929.699696
  nChanged 64
		SP:Iteration 38Q (8750.320000 sec): 3 clusters
  Score: Raw -2200135.551820 + Penalty 3190.082825 = -2196945.468994
  nChanged 45
		SP:Iteration 39Q (8750.630000 sec): 3 clusters
  Score: Raw -2200145.116321 + Penalty 3190.082825 = -2196955.033496
  nChanged 42
		SP:Iteration 40F (8750.920000 sec): 3 clusters
  Score: Raw -2200154.559676 + Penalty 3190.082825 = -2196964.476850
  nChanged 41
		SP:Iteration 41Q (8751.170000 sec): 3 clusters
  Score: Raw -2200163.096830 + Penalty 3190.082825 = -2196973.014005
  nChanged 36
		SP:Iteration 42Q (8751.460000 sec): 3 clusters
  Score: Raw -2200170.109504 + Penalty 3190.082825 = -2196980.026678
  nChanged 36
		SP:Iteration 43Q (8751.720000 sec): 3 clusters
  Score: Raw -2200177.553212 + Penalty 3190.082825 = -2196987.470387
  nChanged 35
		SP:Iteration 44Q (8751.980000 sec): 3 clusters
  Score: Raw -2200186.088549 + Penalty 3190.082825 = -2196996.005724
  nChanged 40
		SP:Iteration 45Q (8752.270000 sec): 3 clusters
  Score: Raw -2200194.979145 + Penalty 3190.082825 = -2197004.896320
  nChanged 38
		SP:Iteration 46Q (8752.510000 sec): 3 clusters
  Score: Raw -2200201.531768 + Penalty 3190.082825 = -2197011.448943
  nChanged 28
		SP:Iteration 47Q (8752.800000 sec): 3 clusters
  Score: Raw -2200208.343292 + Penalty 3190.082825 = -2197018.260466
  nChanged 24
		SP:Iteration 48Q (8753.070000 sec): 3 clusters
  Score: Raw -2200212.837431 + Penalty 3190.082825 = -2197022.754605
  nChanged 25
		SP:Iteration 49Q (8753.310000 sec): 3 clusters
  Score: Raw -2200217.016359 + Penalty 3190.082825 = -2197026.933533
  nChanged 17
		SP:Iteration 50Q (8753.540000 sec): 3 clusters
  Score: Raw -2200219.670973 + Penalty 3190.082825 = -2197029.588148
  nChanged 15
		SP:Iteration 51Q (8753.820000 sec): 3 clusters
  Score: Raw -2200222.837743 + Penalty 3190.082825 = -2197032.754918
  nChanged 15
		SP:Iteration 52Q (8754.060000 sec): 3 clusters
  Score: Raw -2200226.181506 + Penalty 3190.082825 = -2197036.098681
  nChanged 16
		SP:Iteration 53Q (8754.290000 sec): 3 clusters
  Score: Raw -2200229.694312 + Penalty 3190.082825 = -2197039.611487
  nChanged 15
		SP:Iteration 54Q (8754.520000 sec): 3 clusters
  Score: Raw -2200233.315388 + Penalty 3190.082825 = -2197043.232563
  nChanged 16
		SP:Iteration 55Q (8754.750000 sec): 3 clusters
  Score: Raw -2200236.165965 + Penalty 3190.082825 = -2197046.083139
  nChanged 10
		SP:Iteration 56Q (8755.030000 sec): 3 clusters
  Score: Raw -2200238.395864 + Penalty 3190.082825 = -2197048.313039
  nChanged 17
		SP:Iteration 57Q (8755.290000 sec): 3 clusters
  Score: Raw -2200242.339736 + Penalty 3190.082825 = -2197052.256911
  nChanged 20
		SP:Iteration 58Q (8755.590000 sec): 3 clusters
  Score: Raw -2200246.189851 + Penalty 3190.082825 = -2197056.107026
  nChanged 13
		SP:Iteration 59Q (8755.850000 sec): 3 clusters
  Score: Raw -2200248.561825 + Penalty 3190.082825 = -2197058.479000
  nChanged 14
		SP:Iteration 60F (8756.160000 sec): 3 clusters
  Score: Raw -2200251.477947 + Penalty 3190.082825 = -2197061.395122
  nChanged 12
		SP:Iteration 61Q (8756.400000 sec): 3 clusters
  Score: Raw -2200253.166895 + Penalty 3190.082825 = -2197063.084070
  nChanged 8
		SP:Iteration 62Q (8756.640000 sec): 3 clusters
  Score: Raw -2200254.497161 + Penalty 3190.082825 = -2197064.414336
  nChanged 9
		SP:Iteration 63Q (8756.920000 sec): 3 clusters
  Score: Raw -2200256.418873 + Penalty 3190.082825 = -2197066.336048
  nChanged 10
		SP:Iteration 64Q (8757.230000 sec): 3 clusters
  Score: Raw -2200258.249252 + Penalty 3190.082825 = -2197068.166427
  nChanged 9
		SP:Iteration 65Q (8757.450000 sec): 3 clusters
  Score: Raw -2200259.429740 + Penalty 3190.082825 = -2197069.346915
  nChanged 4
		SP:Iteration 66Q (8757.710000 sec): 3 clusters
  Score: Raw -2200260.169523 + Penalty 3190.082825 = -2197070.086698
  nChanged 5
		SP:Iteration 67Q (8757.980000 sec): 3 clusters
  Score: Raw -2200260.914834 + Penalty 3190.082825 = -2197070.832008
  nChanged 3
		SP:Iteration 68Q (8758.210000 sec): 3 clusters
  Score: Raw -2200261.342922 + Penalty 3190.082825 = -2197071.260096
  nChanged 4
		SP:Iteration 69Q (8758.510000 sec): 3 clusters
  Score: Raw -2200262.036821 + Penalty 3190.082825 = -2197071.953996
  nChanged 2
		SP:Iteration 70Q (8758.740000 sec): 3 clusters
  Score: Raw -2200262.282992 + Penalty 3190.082825 = -2197072.200167
  nChanged 1
		SP:Iteration 71Q (8759.000000 sec): 3 clusters
  Score: Raw -2200262.424098 + Penalty 3190.082825 = -2197072.341273
  nChanged 1
		SP:Iteration 72Q (8759.210000 sec): 3 clusters
  Score: Raw -2200262.479616 + Penalty 3190.082825 = -2197072.396791
  nChanged 0
		SP:Iteration 73F (8759.470000 sec): 3 clusters
  Score: Raw -2200262.479616 + Penalty 3190.082825 = -2197072.396791
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (75472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8759.990000 sec): 2 clusters
  Score: Raw -8984702.802789 + Penalty 1825.121513 = -8982877.681275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8760.540000 sec): 3 clusters
  Score: Raw -8936100.610696 + Penalty 3650.243027 = -8932450.367669
  nChanged 35896
		SP:Iteration 1F (8761.080000 sec): 3 clusters
  Score: Raw -8957305.760648 + Penalty 3650.243027 = -8953655.517621
  nChanged 3160
		SP:Iteration 2Q (8761.630000 sec): 3 clusters
  Score: Raw -8958570.869701 + Penalty 3650.243027 = -8954920.626674
  nChanged 3482
		SP:Iteration 3Q (8762.200000 sec): 3 clusters
  Score: Raw -8960288.480342 + Penalty 3650.243027 = -8956638.237316
  nChanged 3974
		SP:Iteration 4F (8762.770000 sec): 3 clusters
  Score: Raw -8962751.593007 + Penalty 3650.243027 = -8959101.349980
  nChanged 4668
		SP:Iteration 5F (8763.270000 sec): 3 clusters
  Score: Raw -8966177.142443 + Penalty 3650.243027 = -8962526.899416
  nChanged 5114
		SP:Iteration 6F (8763.780000 sec): 3 clusters
  Score: Raw -8970258.703230 + Penalty 3650.243027 = -8966608.460203
  nChanged 4996
		SP:Iteration 7F (8764.310000 sec): 3 clusters
  Score: Raw -8973514.096339 + Penalty 3650.243027 = -8969863.853312
  nChanged 3749
		SP:Iteration 8Q (8764.830000 sec): 3 clusters
  Score: Raw -8975126.994222 + Penalty 3650.243027 = -8971476.751195
  nChanged 2403
		SP:Iteration 9Q (8765.340000 sec): 3 clusters
  Score: Raw -8975788.630046 + Penalty 3650.243027 = -8972138.387019
  nChanged 1536
		SP:Iteration 10Q (8765.810000 sec): 3 clusters
  Score: Raw -8976146.389679 + Penalty 3650.243027 = -8972496.146652
  nChanged 1185
		SP:Iteration 11Q (8766.310000 sec): 3 clusters
  Score: Raw -8976402.812438 + Penalty 3650.243027 = -8972752.569411
  nChanged 1079
		SP:Iteration 12Q (8766.810000 sec): 3 clusters
  Score: Raw -8976617.689466 + Penalty 3650.243027 = -8972967.446439
  nChanged 940
		SP:Iteration 13Q (8767.290000 sec): 3 clusters
  Score: Raw -8976790.942737 + Penalty 3650.243027 = -8973140.699710
  nChanged 887
		SP:Iteration 14Q (8767.780000 sec): 3 clusters
  Score: Raw -8976948.197591 + Penalty 3650.243027 = -8973297.954564
  nChanged 837
		SP:Iteration 15Q (8768.270000 sec): 3 clusters
  Score: Raw -8977085.518920 + Penalty 3650.243027 = -8973435.275893
  nChanged 812
		SP:Iteration 16Q (8768.780000 sec): 3 clusters
  Score: Raw -8977213.749476 + Penalty 3650.243027 = -8973563.506450
  nChanged 854
		SP:Iteration 17Q (8769.260000 sec): 3 clusters
  Score: Raw -8977359.494618 + Penalty 3650.243027 = -8973709.251591
  nChanged 866
		SP:Iteration 18Q (8769.760000 sec): 3 clusters
  Score: Raw -8977519.002592 + Penalty 3650.243027 = -8973868.759565
  nChanged 913
		SP:Iteration 19Q (8770.270000 sec): 3 clusters
  Score: Raw -8977704.279912 + Penalty 3650.243027 = -8974054.036886
  nChanged 979
		SP:Iteration 20F (8770.810000 sec): 3 clusters
  Score: Raw -8977914.918013 + Penalty 3650.243027 = -8974264.674986
  nChanged 1047
		SP:Iteration 21Q (8771.290000 sec): 3 clusters
  Score: Raw -8978154.446679 + Penalty 3650.243027 = -8974504.203652
  nChanged 1093
		SP:Iteration 22Q (8771.810000 sec): 3 clusters
  Score: Raw -8978439.806684 + Penalty 3650.243027 = -8974789.563657
  nChanged 1189
		SP:Iteration 23Q (8772.330000 sec): 3 clusters
  Score: Raw -8978764.611023 + Penalty 3650.243027 = -8975114.367996
  nChanged 1251
		SP:Iteration 24Q (8772.830000 sec): 3 clusters
  Score: Raw -8979129.748801 + Penalty 3650.243027 = -8975479.505775
  nChanged 1269
		SP:Iteration 25Q (8773.400000 sec): 3 clusters
  Score: Raw -8979511.162656 + Penalty 3650.243027 = -8975860.919629
  nChanged 1317
		SP:Iteration 26Q (8773.900000 sec): 3 clusters
  Score: Raw -8979936.876641 + Penalty 3650.243027 = -8976286.633614
  nChanged 1347
		SP:Iteration 27Q (8774.390000 sec): 3 clusters
  Score: Raw -8980395.248842 + Penalty 3650.243027 = -8976745.005815
  nChanged 1335
		SP:Iteration 28Q (8774.870000 sec): 3 clusters
  Score: Raw -8980895.179302 + Penalty 3650.243027 = -8977244.936276
  nChanged 1305
		SP:Iteration 29Q (8775.380000 sec): 3 clusters
  Score: Raw -8981418.481281 + Penalty 3650.243027 = -8977768.238254
  nChanged 1241
		SP:Iteration 30Q (8775.850000 sec): 3 clusters
  Score: Raw -8981923.540545 + Penalty 3650.243027 = -8978273.297518
  nChanged 1082
		SP:Iteration 31Q (8776.310000 sec): 3 clusters
  Score: Raw -8982405.649078 + Penalty 3650.243027 = -8978755.406052
  nChanged 1028
		SP:Iteration 32Q (8776.790000 sec): 3 clusters
  Score: Raw -8982879.697838 + Penalty 3650.243027 = -8979229.454811
  nChanged 908
		SP:Iteration 33Q (8777.290000 sec): 3 clusters
  Score: Raw -8983307.902334 + Penalty 3650.243027 = -8979657.659307
  nChanged 778
		SP:Iteration 34Q (8777.770000 sec): 3 clusters
  Score: Raw -8983677.045329 + Penalty 3650.243027 = -8980026.802302
  nChanged 643
		SP:Iteration 35Q (8778.210000 sec): 3 clusters
  Score: Raw -8983996.004129 + Penalty 3650.243027 = -8980345.761103
  nChanged 528
		SP:Iteration 36Q (8778.630000 sec): 3 clusters
  Score: Raw -8984272.392744 + Penalty 3650.243027 = -8980622.149718
  nChanged 423
		SP:Iteration 37Q (8779.040000 sec): 3 clusters
  Score: Raw -8984481.106921 + Penalty 3650.243027 = -8980830.863894
  nChanged 328
		SP:Iteration 38Q (8779.470000 sec): 3 clusters
  Score: Raw -8984644.326491 + Penalty 3650.243027 = -8980994.083464
  nChanged 276
		SP:Iteration 39Q (8779.910000 sec): 3 clusters
  Score: Raw -8984776.180796 + Penalty 3650.243027 = -8981125.937769
  nChanged 226
		SP:Iteration 40F (8780.350000 sec): 3 clusters
  Score: Raw -8984883.097736 + Penalty 3650.243027 = -8981232.854709
  nChanged 196
		SP:Iteration 41Q (8780.760000 sec): 3 clusters
  Score: Raw -8984965.629395 + Penalty 3650.243027 = -8981315.386368
  nChanged 157
		SP:Iteration 42Q (8781.200000 sec): 3 clusters
  Score: Raw -8985024.702039 + Penalty 3650.243027 = -8981374.459012
  nChanged 138
		SP:Iteration 43Q (8781.590000 sec): 3 clusters
  Score: Raw -8985076.462637 + Penalty 3650.243027 = -8981426.219610
  nChanged 109
		SP:Iteration 44Q (8782.000000 sec): 3 clusters
  Score: Raw -8985109.884232 + Penalty 3650.243027 = -8981459.641205
  nChanged 86
		SP:Iteration 45Q (8782.400000 sec): 3 clusters
  Score: Raw -8985128.280169 + Penalty 3650.243027 = -8981478.037142
  nChanged 52
		SP:Iteration 46Q (8782.800000 sec): 3 clusters
  Score: Raw -8985139.842950 + Penalty 3650.243027 = -8981489.599923
  nChanged 44
		SP:Iteration 47Q (8783.240000 sec): 3 clusters
  Score: Raw -8985149.528770 + Penalty 3650.243027 = -8981499.285743
  nChanged 44
		SP:Iteration 48Q (8783.700000 sec): 3 clusters
  Score: Raw -8985158.301136 + Penalty 3650.243027 = -8981508.058109
  nChanged 34
		SP:Iteration 49Q (8784.220000 sec): 3 clusters
  Score: Raw -8985164.775207 + Penalty 3650.243027 = -8981514.532180
  nChanged 35
		SP:Iteration 50Q (8784.820000 sec): 3 clusters
  Score: Raw -8985170.789787 + Penalty 3650.243027 = -8981520.546760
  nChanged 26
		SP:Iteration 51Q (8785.390000 sec): 3 clusters
  Score: Raw -8985175.664505 + Penalty 3650.243027 = -8981525.421478
  nChanged 28
		SP:Iteration 52Q (8785.930000 sec): 3 clusters
  Score: Raw -8985180.844874 + Penalty 3650.243027 = -8981530.601847
  nChanged 36
		SP:Iteration 53Q (8786.440000 sec): 3 clusters
  Score: Raw -8985187.664606 + Penalty 3650.243027 = -8981537.421579
  nChanged 28
		SP:Iteration 54Q (8786.940000 sec): 3 clusters
  Score: Raw -8985194.362481 + Penalty 3650.243027 = -8981544.119454
  nChanged 24
		SP:Iteration 55Q (8787.530000 sec): 3 clusters
  Score: Raw -8985199.848746 + Penalty 3650.243027 = -8981549.605719
  nChanged 26
		SP:Iteration 56Q (8788.040000 sec): 3 clusters
  Score: Raw -8985205.376692 + Penalty 3650.243027 = -8981555.133665
  nChanged 23
		SP:Iteration 57Q (8788.540000 sec): 3 clusters
  Score: Raw -8985210.193950 + Penalty 3650.243027 = -8981559.950923
  nChanged 25
		SP:Iteration 58Q (8789.060000 sec): 3 clusters
  Score: Raw -8985214.907340 + Penalty 3650.243027 = -8981564.664314
  nChanged 18
		SP:Iteration 59Q (8789.580000 sec): 3 clusters
  Score: Raw -8985218.584411 + Penalty 3650.243027 = -8981568.341384
  nChanged 12
		SP:Iteration 60F (8790.140000 sec): 3 clusters
  Score: Raw -8985221.440964 + Penalty 3650.243027 = -8981571.197937
  nChanged 8
		SP:Iteration 61Q (8790.630000 sec): 3 clusters
  Score: Raw -8985222.785139 + Penalty 3650.243027 = -8981572.542113
  nChanged 6
		SP:Iteration 62Q (8791.120000 sec): 3 clusters
  Score: Raw -8985223.493458 + Penalty 3650.243027 = -8981573.250432
  nChanged 9
		SP:Iteration 63Q (8791.620000 sec): 3 clusters
  Score: Raw -8985225.311265 + Penalty 3650.243027 = -8981575.068238
  nChanged 10
		SP:Iteration 64Q (8792.130000 sec): 3 clusters
  Score: Raw -8985226.959770 + Penalty 3650.243027 = -8981576.716743
  nChanged 8
		SP:Iteration 65Q (8792.600000 sec): 3 clusters
  Score: Raw -8985228.190231 + Penalty 3650.243027 = -8981577.947204
  nChanged 10
		SP:Iteration 66Q (8793.150000 sec): 3 clusters
  Score: Raw -8985229.753249 + Penalty 3650.243027 = -8981579.510222
  nChanged 11
		SP:Iteration 67Q (8793.690000 sec): 3 clusters
  Score: Raw -8985232.079236 + Penalty 3650.243027 = -8981581.836209
  nChanged 13
		SP:Iteration 68Q (8794.190000 sec): 3 clusters
  Score: Raw -8985234.604322 + Penalty 3650.243027 = -8981584.361295
  nChanged 12
		SP:Iteration 69Q (8794.680000 sec): 3 clusters
  Score: Raw -8985236.375799 + Penalty 3650.243027 = -8981586.132773
  nChanged 6
		SP:Iteration 70Q (8795.150000 sec): 3 clusters
  Score: Raw -8985237.470083 + Penalty 3650.243027 = -8981587.227057
  nChanged 5
		SP:Iteration 71Q (8795.700000 sec): 3 clusters
  Score: Raw -8985238.107562 + Penalty 3650.243027 = -8981587.864535
  nChanged 5
		SP:Iteration 72Q (8796.160000 sec): 3 clusters
  Score: Raw -8985238.784394 + Penalty 3650.243027 = -8981588.541367
  nChanged 2
		SP:Iteration 73Q (8796.640000 sec): 3 clusters
  Score: Raw -8985239.085924 + Penalty 3650.243027 = -8981588.842897
  nChanged 0
		SP:Iteration 74F (8797.240000 sec): 3 clusters
  Score: Raw -8985239.085924 + Penalty 3650.243027 = -8981588.842897
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (13021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.380000 sec): 2 clusters
  Score: Raw -1488071.705208 + Penalty 1539.576792 = -1486532.128416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.660000 sec): 3 clusters
  Score: Raw -1480428.502404 + Penalty 3079.153583 = -1477349.348821
  nChanged 5763
		SP:Iteration 1F (8797.890000 sec): 3 clusters
  Score: Raw -1483637.200005 + Penalty 3079.153583 = -1480558.046422
  nChanged 767
		SP:Iteration 2F (8798.170000 sec): 3 clusters
  Score: Raw -1483982.303744 + Penalty 3079.153583 = -1480903.150161
  nChanged 721
		SP:Iteration 3F (8798.500000 sec): 3 clusters
  Score: Raw -1484325.298442 + Penalty 3079.153583 = -1481246.144859
  nChanged 658
		SP:Iteration 4F (8798.730000 sec): 3 clusters
  Score: Raw -1484671.613748 + Penalty 3079.153583 = -1481592.460165
  nChanged 686
		SP:Iteration 5F (8799.010000 sec): 3 clusters
  Score: Raw -1485070.091918 + Penalty 3079.153583 = -1481990.938335
  nChanged 683
		SP:Iteration 6F (8799.300000 sec): 3 clusters
  Score: Raw -1485526.830366 + Penalty 3079.153583 = -1482447.676783
  nChanged 714
		SP:Iteration 7F (8799.540000 sec): 3 clusters
  Score: Raw -1486071.454635 + Penalty 3079.153583 = -1482992.301051
  nChanged 690
		SP:Iteration 8F (8799.810000 sec): 3 clusters
  Score: Raw -1486625.831914 + Penalty 3079.153583 = -1483546.678331
  nChanged 602
		SP:Iteration 9Q (8800.040000 sec): 3 clusters
  Score: Raw -1487158.678427 + Penalty 3079.153583 = -1484079.524844
  nChanged 503
		SP:Iteration 10Q (8800.270000 sec): 3 clusters
  Score: Raw -1487593.199094 + Penalty 3079.153583 = -1484514.045511
  nChanged 402
		SP:Iteration 11Q (8800.530000 sec): 3 clusters
  Score: Raw -1487893.572731 + Penalty 3079.153583 = -1484814.419148
  nChanged 278
		SP:Iteration 12Q (8800.770000 sec): 3 clusters
  Score: Raw -1488070.556152 + Penalty 3079.153583 = -1484991.402569
  nChanged 195
		SP:Iteration 13Q (8801.040000 sec): 3 clusters
  Score: Raw -1488166.650423 + Penalty 3079.153583 = -1485087.496840
  nChanged 151
		SP:Iteration 14Q (8801.250000 sec): 3 clusters
  Score: Raw -1488232.120706 + Penalty 3079.153583 = -1485152.967122
  nChanged 124
		SP:Iteration 15Q (8801.540000 sec): 3 clusters
  Score: Raw -1488289.061193 + Penalty 3079.153583 = -1485209.907610
  nChanged 105
		SP:Iteration 16Q (8801.730000 sec): 3 clusters
  Score: Raw -1488343.275381 + Penalty 3079.153583 = -1485264.121798
  nChanged 96
		SP:Iteration 17Q (8802.010000 sec): 3 clusters
  Score: Raw -1488392.454275 + Penalty 3079.153583 = -1485313.300691
  nChanged 79
		SP:Iteration 18Q (8802.290000 sec): 3 clusters
  Score: Raw -1488435.670727 + Penalty 3079.153583 = -1485356.517144
  nChanged 69
		SP:Iteration 19Q (8802.510000 sec): 3 clusters
  Score: Raw -1488474.958761 + Penalty 3079.153583 = -1485395.805178
  nChanged 71
		SP:Iteration 20F (8802.800000 sec): 3 clusters
  Score: Raw -1488516.381436 + Penalty 3079.153583 = -1485437.227853
  nChanged 75
		SP:Iteration 21Q (8803.010000 sec): 3 clusters
  Score: Raw -1488552.728725 + Penalty 3079.153583 = -1485473.575142
  nChanged 58
		SP:Iteration 22Q (8803.320000 sec): 3 clusters
  Score: Raw -1488578.346645 + Penalty 3079.153583 = -1485499.193062
  nChanged 50
		SP:Iteration 23Q (8803.560000 sec): 3 clusters
  Score: Raw -1488595.902761 + Penalty 3079.153583 = -1485516.749177
  nChanged 43
		SP:Iteration 24Q (8803.760000 sec): 3 clusters
  Score: Raw -1488608.698291 + Penalty 3079.153583 = -1485529.544708
  nChanged 31
		SP:Iteration 25Q (8804.050000 sec): 3 clusters
  Score: Raw -1488615.449965 + Penalty 3079.153583 = -1485536.296382
  nChanged 17
		SP:Iteration 26Q (8804.280000 sec): 3 clusters
  Score: Raw -1488620.502204 + Penalty 3079.153583 = -1485541.348621
  nChanged 14
		SP:Iteration 27Q (8804.510000 sec): 3 clusters
  Score: Raw -1488626.529266 + Penalty 3079.153583 = -1485547.375683
  nChanged 16
		SP:Iteration 28Q (8804.720000 sec): 3 clusters
  Score: Raw -1488631.201735 + Penalty 3079.153583 = -1485552.048152
  nChanged 11
		SP:Iteration 29Q (8804.940000 sec): 3 clusters
  Score: Raw -1488633.509388 + Penalty 3079.153583 = -1485554.355804
  nChanged 9
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -1488636.328091 + Penalty 3079.153583 = -1485557.174508
  nChanged 5
		SP:Iteration 31Q (8805.380000 sec): 3 clusters
  Score: Raw -1488637.557959 + Penalty 3079.153583 = -1485558.404376
  nChanged 3
		SP:Iteration 32Q (8805.620000 sec): 3 clusters
  Score: Raw -1488638.203484 + Penalty 3079.153583 = -1485559.049901
  nChanged 2
		SP:Iteration 33Q (8805.860000 sec): 3 clusters
  Score: Raw -1488638.881016 + Penalty 3079.153583 = -1485559.727433
  nChanged 2
		SP:Iteration 34Q (8806.060000 sec): 3 clusters
  Score: Raw -1488639.529872 + Penalty 3079.153583 = -1485560.376289
  nChanged 2
		SP:Iteration 35Q (8806.320000 sec): 3 clusters
  Score: Raw -1488639.917331 + Penalty 3079.153583 = -1485560.763748
  nChanged 1
		SP:Iteration 36Q (8806.600000 sec): 3 clusters
  Score: Raw -1488639.976287 + Penalty 3079.153583 = -1485560.822704
  nChanged 1
		SP:Iteration 37Q (8806.780000 sec): 3 clusters
  Score: Raw -1488640.085093 + Penalty 3079.153583 = -1485560.931510
  nChanged 1
		SP:Iteration 38Q (8807.050000 sec): 3 clusters
  Score: Raw -1488640.297785 + Penalty 3079.153583 = -1485561.144202
  nChanged 0
		SP:Iteration 39F (8807.270000 sec): 3 clusters
  Score: Raw -1488640.297785 + Penalty 3079.153583 = -1485561.144202
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (17319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.450000 sec): 2 clusters
  Score: Raw -1996614.568104 + Penalty 1585.928410 = -1995028.639695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8807.690000 sec): 3 clusters
  Score: Raw -1986398.481483 + Penalty 3171.856819 = -1983226.624664
  nChanged 7707
		SP:Iteration 1F (8807.980000 sec): 3 clusters
  Score: Raw -1990625.613321 + Penalty 3171.856819 = -1987453.756502
  nChanged 990
		SP:Iteration 2F (8808.250000 sec): 3 clusters
  Score: Raw -1991098.950059 + Penalty 3171.856819 = -1987927.093240
  nChanged 1023
		SP:Iteration 3F (8808.540000 sec): 3 clusters
  Score: Raw -1991654.604682 + Penalty 3171.856819 = -1988482.747863
  nChanged 1044
		SP:Iteration 4F (8808.790000 sec): 3 clusters
  Score: Raw -1992311.933881 + Penalty 3171.856819 = -1989140.077062
  nChanged 1067
		SP:Iteration 5F (8809.070000 sec): 3 clusters
  Score: Raw -1992991.191871 + Penalty 3171.856819 = -1989819.335052
  nChanged 1081
		SP:Iteration 6F (8809.340000 sec): 3 clusters
  Score: Raw -1993669.322302 + Penalty 3171.856819 = -1990497.465482
  nChanged 978
		SP:Iteration 7F (8809.660000 sec): 3 clusters
  Score: Raw -1994221.464257 + Penalty 3171.856819 = -1991049.607438
  nChanged 872
		SP:Iteration 8F (8809.910000 sec): 3 clusters
  Score: Raw -1994644.002287 + Penalty 3171.856819 = -1991472.145468
  nChanged 696
		SP:Iteration 9Q (8810.220000 sec): 3 clusters
  Score: Raw -1994926.287666 + Penalty 3171.856819 = -1991754.430846
  nChanged 537
		SP:Iteration 10Q (8810.470000 sec): 3 clusters
  Score: Raw -1995111.797777 + Penalty 3171.856819 = -1991939.940958
  nChanged 425
		SP:Iteration 11Q (8810.700000 sec): 3 clusters
  Score: Raw -1995239.741980 + Penalty 3171.856819 = -1992067.885160
  nChanged 362
		SP:Iteration 12Q (8810.920000 sec): 3 clusters
  Score: Raw -1995347.329667 + Penalty 3171.856819 = -1992175.472848
  nChanged 336
		SP:Iteration 13Q (8811.210000 sec): 3 clusters
  Score: Raw -1995453.137716 + Penalty 3171.856819 = -1992281.280897
  nChanged 329
		SP:Iteration 14Q (8811.440000 sec): 3 clusters
  Score: Raw -1995566.181859 + Penalty 3171.856819 = -1992394.325040
  nChanged 334
		SP:Iteration 15Q (8811.680000 sec): 3 clusters
  Score: Raw -1995691.714240 + Penalty 3171.856819 = -1992519.857421
  nChanged 366
		SP:Iteration 16Q (8811.950000 sec): 3 clusters
  Score: Raw -1995854.372003 + Penalty 3171.856819 = -1992682.515184
  nChanged 404
		SP:Iteration 17Q (8812.240000 sec): 3 clusters
  Score: Raw -1996053.674860 + Penalty 3171.856819 = -1992881.818041
  nChanged 365
		SP:Iteration 18Q (8812.540000 sec): 3 clusters
  Score: Raw -1996235.559938 + Penalty 3171.856819 = -1993063.703119
  nChanged 362
		SP:Iteration 19Q (8812.870000 sec): 3 clusters
  Score: Raw -1996422.675381 + Penalty 3171.856819 = -1993250.818562
  nChanged 343
		SP:Iteration 20F (8813.150000 sec): 3 clusters
  Score: Raw -1996587.446705 + Penalty 3171.856819 = -1993415.589886
  nChanged 303
		SP:Iteration 21Q (8813.400000 sec): 3 clusters
  Score: Raw -1996737.549035 + Penalty 3171.856819 = -1993565.692216
  nChanged 292
		SP:Iteration 22Q (8813.660000 sec): 3 clusters
  Score: Raw -1996898.295160 + Penalty 3171.856819 = -1993726.438341
  nChanged 294
		SP:Iteration 23Q (8813.970000 sec): 3 clusters
  Score: Raw -1997078.335464 + Penalty 3171.856819 = -1993906.478645
  nChanged 322
		SP:Iteration 24Q (8814.260000 sec): 3 clusters
  Score: Raw -1997272.594946 + Penalty 3171.856819 = -1994100.738127
  nChanged 272
		SP:Iteration 25Q (8814.560000 sec): 3 clusters
  Score: Raw -1997434.981598 + Penalty 3171.856819 = -1994263.124779
  nChanged 238
		SP:Iteration 26Q (8814.810000 sec): 3 clusters
  Score: Raw -1997570.164070 + Penalty 3171.856819 = -1994398.307251
  nChanged 215
		SP:Iteration 27Q (8815.070000 sec): 3 clusters
  Score: Raw -1997669.457717 + Penalty 3171.856819 = -1994497.600897
  nChanged 170
		SP:Iteration 28Q (8815.330000 sec): 3 clusters
  Score: Raw -1997729.927691 + Penalty 3171.856819 = -1994558.070872
  nChanged 155
		SP:Iteration 29Q (8815.600000 sec): 3 clusters
  Score: Raw -1997784.287825 + Penalty 3171.856819 = -1994612.431006
  nChanged 127
		SP:Iteration 30Q (8815.870000 sec): 3 clusters
  Score: Raw -1997817.352041 + Penalty 3171.856819 = -1994645.495222
  nChanged 101
		SP:Iteration 31Q (8816.170000 sec): 3 clusters
  Score: Raw -1997842.262204 + Penalty 3171.856819 = -1994670.405385
  nChanged 104
		SP:Iteration 32Q (8816.420000 sec): 3 clusters
  Score: Raw -1997867.527119 + Penalty 3171.856819 = -1994695.670300
  nChanged 85
		SP:Iteration 33Q (8816.670000 sec): 3 clusters
  Score: Raw -1997887.022031 + Penalty 3171.856819 = -1994715.165211
  nChanged 62
		SP:Iteration 34Q (8816.930000 sec): 3 clusters
  Score: Raw -1997898.504770 + Penalty 3171.856819 = -1994726.647951
  nChanged 55
		SP:Iteration 35Q (8817.190000 sec): 3 clusters
  Score: Raw -1997907.072011 + Penalty 3171.856819 = -1994735.215192
  nChanged 43
		SP:Iteration 36Q (8817.480000 sec): 3 clusters
  Score: Raw -1997912.640425 + Penalty 3171.856819 = -1994740.783606
  nChanged 40
		SP:Iteration 37Q (8817.770000 sec): 3 clusters
  Score: Raw -1997917.902792 + Penalty 3171.856819 = -1994746.045973
  nChanged 30
		SP:Iteration 38Q (8818.040000 sec): 3 clusters
  Score: Raw -1997920.906511 + Penalty 3171.856819 = -1994749.049692
  nChanged 19
		SP:Iteration 39Q (8818.290000 sec): 3 clusters
  Score: Raw -1997922.454096 + Penalty 3171.856819 = -1994750.597277
  nChanged 17
		SP:Iteration 40F (8818.570000 sec): 3 clusters
  Score: Raw -1997926.509731 + Penalty 3171.856819 = -1994754.652912
  nChanged 17
		SP:Iteration 41Q (8818.800000 sec): 3 clusters
  Score: Raw -1997927.927556 + Penalty 3171.856819 = -1994756.070737
  nChanged 13
		SP:Iteration 42Q (8819.080000 sec): 3 clusters
  Score: Raw -1997928.945928 + Penalty 3171.856819 = -1994757.089108
  nChanged 17
		SP:Iteration 43Q (8819.320000 sec): 3 clusters
  Score: Raw -1997930.167032 + Penalty 3171.856819 = -1994758.310213
  nChanged 21
		SP:Iteration 44Q (8819.580000 sec): 3 clusters
  Score: Raw -1997932.407672 + Penalty 3171.856819 = -1994760.550853
  nChanged 22
		SP:Iteration 45Q (8819.820000 sec): 3 clusters
  Score: Raw -1997934.102333 + Penalty 3171.856819 = -1994762.245513
  nChanged 11
		SP:Iteration 46Q (8820.110000 sec): 3 clusters
  Score: Raw -1997935.055593 + Penalty 3171.856819 = -1994763.198774
  nChanged 10
		SP:Iteration 47Q (8820.390000 sec): 3 clusters
  Score: Raw -1997935.875347 + Penalty 3171.856819 = -1994764.018528
  nChanged 13
		SP:Iteration 48Q (8820.610000 sec): 3 clusters
  Score: Raw -1997936.674222 + Penalty 3171.856819 = -1994764.817403
  nChanged 7
		SP:Iteration 49Q (8820.880000 sec): 3 clusters
  Score: Raw -1997937.211203 + Penalty 3171.856819 = -1994765.354384
  nChanged 12
		SP:Iteration 50Q (8821.190000 sec): 3 clusters
  Score: Raw -1997938.173495 + Penalty 3171.856819 = -1994766.316675
  nChanged 9
		SP:Iteration 51Q (8821.410000 sec): 3 clusters
  Score: Raw -1997938.684495 + Penalty 3171.856819 = -1994766.827675
  nChanged 4
		SP:Iteration 52Q (8821.660000 sec): 3 clusters
  Score: Raw -1997939.010779 + Penalty 3171.856819 = -1994767.153960
  nChanged 5
		SP:Iteration 53Q (8821.920000 sec): 3 clusters
  Score: Raw -1997939.198355 + Penalty 3171.856819 = -1994767.341536
  nChanged 4
		SP:Iteration 54Q (8822.210000 sec): 3 clusters
  Score: Raw -1997939.413565 + Penalty 3171.856819 = -1994767.556745
  nChanged 3
		SP:Iteration 55Q (8822.460000 sec): 3 clusters
  Score: Raw -1997939.596246 + Penalty 3171.856819 = -1994767.739427
  nChanged 1
		SP:Iteration 56Q (8822.690000 sec): 3 clusters
  Score: Raw -1997939.621416 + Penalty 3171.856819 = -1994767.764597
  nChanged 1
		SP:Iteration 57Q (8822.960000 sec): 3 clusters
  Score: Raw -1997939.665111 + Penalty 3171.856819 = -1994767.808292
  nChanged 0
		SP:Iteration 58F (8823.230000 sec): 3 clusters
  Score: Raw -1997939.665111 + Penalty 3171.856819 = -1994767.808292
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8823.350000 sec): 2 clusters
  Score: Raw -15734.839529 + Penalty 826.734404 = -14908.105124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8823.550000 sec): 3 clusters
  Score: Raw -15944.269650 + Penalty 1653.468809 = -14290.800841
  nChanged 32
		SP:Iteration 1F (8823.700000 sec): 3 clusters
  Score: Raw -16129.626092 + Penalty 1653.468809 = -14476.157283
  nChanged 7
		SP:Iteration 2Q (8823.920000 sec): 3 clusters
  Score: Raw -16160.777637 + Penalty 1653.468809 = -14507.308829
  nChanged 0
		SP:Iteration 3F (8824.080000 sec): 3 clusters
  Score: Raw -16160.777637 + Penalty 1653.468809 = -14507.308829
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (1014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8824.200000 sec): 2 clusters
  Score: Raw -111249.565922 + Penalty 1124.769455 = -110124.796467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8824.400000 sec): 3 clusters
  Score: Raw -111017.968779 + Penalty 2249.538910 = -108768.429869
  nChanged 310
		SP:Iteration 1F (8824.580000 sec): 3 clusters
  Score: Raw -111547.335414 + Penalty 2249.538910 = -109297.796504
  nChanged 142
		SP:Iteration 2F (8824.790000 sec): 3 clusters
  Score: Raw -111965.728644 + Penalty 2249.538910 = -109716.189734
  nChanged 124
		SP:Iteration 3F (8824.960000 sec): 3 clusters
  Score: Raw -112326.607631 + Penalty 2249.538910 = -110077.068721
  nChanged 55
		SP:Iteration 4F (8825.150000 sec): 3 clusters
  Score: Raw -112465.012363 + Penalty 2249.538910 = -110215.473453
  nChanged 27
		SP:Iteration 5Q (8825.350000 sec): 3 clusters
  Score: Raw -112550.074903 + Penalty 2249.538910 = -110300.535993
  nChanged 24
		SP:Iteration 6Q (8825.550000 sec): 3 clusters
  Score: Raw -112644.975901 + Penalty 2249.538910 = -110395.436991
  nChanged 18
		SP:Iteration 7Q (8825.740000 sec): 3 clusters
  Score: Raw -112724.430543 + Penalty 2249.538910 = -110474.891633
  nChanged 24
		SP:Iteration 8Q (8825.910000 sec): 3 clusters
  Score: Raw -112796.218838 + Penalty 2249.538910 = -110546.679928
  nChanged 21
		SP:Iteration 9Q (8826.110000 sec): 3 clusters
  Score: Raw -112856.675030 + Penalty 2249.538910 = -110607.136120
  nChanged 26
		SP:Iteration 10Q (8826.260000 sec): 3 clusters
  Score: Raw -112976.328548 + Penalty 2249.538910 = -110726.789638
  nChanged 19
		SP:Iteration 11Q (8826.410000 sec): 3 clusters
  Score: Raw -113036.381803 + Penalty 2249.538910 = -110786.842893
  nChanged 21
		SP:Iteration 12Q (8826.590000 sec): 3 clusters
  Score: Raw -113140.744203 + Penalty 2249.538910 = -110891.205294
  nChanged 31
		SP:Iteration 13Q (8826.730000 sec): 3 clusters
  Score: Raw -113389.140860 + Penalty 2249.538910 = -111139.601951
  nChanged 69
		SP:Iteration 14F (8826.940000 sec): 3 clusters
  Score: Raw -113637.674421 + Penalty 2249.538910 = -111388.135511
  nChanged 85
		SP:Iteration 15F (8827.140000 sec): 3 clusters
  Score: Raw -113999.614347 + Penalty 2249.538910 = -111750.075438
  nChanged 34
		SP:Iteration 16Q (8827.370000 sec): 3 clusters
  Score: Raw -114302.766486 + Penalty 2249.538910 = -112053.227576
  nChanged 6
		SP:Iteration 17Q (8827.570000 sec): 3 clusters
  Score: Raw -114494.682058 + Penalty 2249.538910 = -112245.143148
  nChanged 5
		SP:Iteration 18Q (8827.770000 sec): 3 clusters
  Score: Raw -114552.369323 + Penalty 2249.538910 = -112302.830413
  nChanged 2
		SP:Iteration 19Q (8827.950000 sec): 3 clusters
  Score: Raw -114562.606384 + Penalty 2249.538910 = -112313.067474
  nChanged 0
		SP:Iteration 20F (8828.150000 sec): 3 clusters
  Score: Raw -114562.606384 + Penalty 2249.538910 = -112313.067474
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (312539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8829.660000 sec): 2 clusters
  Score: Raw -38094333.848182 + Penalty 2056.028738 = -38092277.819444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.060000 sec): 3 clusters
  Score: Raw -37884929.321403 + Penalty 4112.057476 = -37880817.263927
  nChanged 152639
		SP:Iteration 1F (8832.470000 sec): 3 clusters
  Score: Raw -37978390.666408 + Penalty 4112.057476 = -37974278.608932
  nChanged 12248
		SP:Iteration 2Q (8833.810000 sec): 3 clusters
  Score: Raw -37982706.146691 + Penalty 4112.057476 = -37978594.089215
  nChanged 16900
		SP:Iteration 3F (8835.170000 sec): 3 clusters
  Score: Raw -37991002.358637 + Penalty 4112.057476 = -37986890.301162
  nChanged 21944
		SP:Iteration 4F (8836.860000 sec): 3 clusters
  Score: Raw -38004904.724180 + Penalty 4112.057476 = -38000792.666704
  nChanged 25387
		SP:Iteration 5F (8838.430000 sec): 3 clusters
  Score: Raw -38024042.936602 + Penalty 4112.057476 = -38019930.879127
  nChanged 24968
		SP:Iteration 6F (8840.110000 sec): 3 clusters
  Score: Raw -38045036.422660 + Penalty 4112.057476 = -38040924.365184
  nChanged 21363
		SP:Iteration 7F (8842.340000 sec): 3 clusters
  Score: Raw -38064757.352210 + Penalty 4112.057476 = -38060645.294735
  nChanged 15682
		SP:Iteration 8F (8844.290000 sec): 3 clusters
  Score: Raw -38080164.419508 + Penalty 4112.057476 = -38076052.362033
  nChanged 9161
		SP:Iteration 9Q (8846.150000 sec): 3 clusters
  Score: Raw -38089036.290473 + Penalty 4112.057476 = -38084924.232998
  nChanged 3930
		SP:Iteration 10Q (8847.790000 sec): 3 clusters
  Score: Raw -38092573.631059 + Penalty 4112.057476 = -38088461.573584
  nChanged 1435
		SP:Iteration 11Q (8849.290000 sec): 3 clusters
  Score: Raw -38093784.247402 + Penalty 4112.057476 = -38089672.189927
  nChanged 499
		SP:Iteration 12Q (8850.670000 sec): 3 clusters
  Score: Raw -38094210.451835 + Penalty 4112.057476 = -38090098.394360
  nChanged 175
		SP:Iteration 13Q (8852.000000 sec): 3 clusters
  Score: Raw -38094364.454716 + Penalty 4112.057476 = -38090252.397241
  nChanged 74
		SP:Iteration 14Q (8853.310000 sec): 3 clusters
  Score: Raw -38094435.393562 + Penalty 4112.057476 = -38090323.336086
  nChanged 46
		SP:Iteration 15Q (8854.800000 sec): 3 clusters
  Score: Raw -38094477.744438 + Penalty 4112.057476 = -38090365.686963
  nChanged 25
		SP:Iteration 16Q (8856.180000 sec): 3 clusters
  Score: Raw -38094507.604443 + Penalty 4112.057476 = -38090395.546967
  nChanged 24
		SP:Iteration 17Q (8857.650000 sec): 3 clusters
  Score: Raw -38094529.462310 + Penalty 4112.057476 = -38090417.404835
  nChanged 19
		SP:Iteration 18Q (8859.110000 sec): 3 clusters
  Score: Raw -38094542.478062 + Penalty 4112.057476 = -38090430.420586
  nChanged 9
		SP:Iteration 19Q (8860.480000 sec): 3 clusters
  Score: Raw -38094549.870011 + Penalty 4112.057476 = -38090437.812536
  nChanged 11
		SP:Iteration 20F (8861.960000 sec): 3 clusters
  Score: Raw -38094558.888342 + Penalty 4112.057476 = -38090446.830867
  nChanged 11
		SP:Iteration 21Q (8863.410000 sec): 3 clusters
  Score: Raw -38094568.250935 + Penalty 4112.057476 = -38090456.193459
  nChanged 4
		SP:Iteration 22Q (8864.970000 sec): 3 clusters
  Score: Raw -38094572.266617 + Penalty 4112.057476 = -38090460.209142
  nChanged 4
		SP:Iteration 23Q (8866.440000 sec): 3 clusters
  Score: Raw -38094576.245702 + Penalty 4112.057476 = -38090464.188227
  nChanged 4
		SP:Iteration 24Q (8867.790000 sec): 3 clusters
  Score: Raw -38094579.348621 + Penalty 4112.057476 = -38090467.291145
  nChanged 4
		SP:Iteration 25Q (8869.170000 sec): 3 clusters
  Score: Raw -38094583.974599 + Penalty 4112.057476 = -38090471.917123
  nChanged 7
		SP:Iteration 26Q (8870.580000 sec): 3 clusters
  Score: Raw -38094591.681871 + Penalty 4112.057476 = -38090479.624395
  nChanged 9
		SP:Iteration 27Q (8872.040000 sec): 3 clusters
  Score: Raw -38094597.745355 + Penalty 4112.057476 = -38090485.687880
  nChanged 1
		SP:Iteration 28Q (8873.490000 sec): 3 clusters
  Score: Raw -38094598.760560 + Penalty 4112.057476 = -38090486.703084
  nChanged 2
		SP:Iteration 29Q (8875.070000 sec): 3 clusters
  Score: Raw -38094600.191566 + Penalty 4112.057476 = -38090488.134090
  nChanged 0
		SP:Iteration 30F (8876.570000 sec): 3 clusters
  Score: Raw -38094600.191566 + Penalty 4112.057476 = -38090488.134090
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (37216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8876.970000 sec): 2 clusters
  Score: Raw -4522284.144862 + Penalty 1710.230284 = -4520573.914578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8877.320000 sec): 3 clusters
  Score: Raw -4498994.273976 + Penalty 3420.460568 = -4495573.813408
  nChanged 17396
		SP:Iteration 1F (8877.670000 sec): 3 clusters
  Score: Raw -4509010.314862 + Penalty 3420.460568 = -4505589.854294
  nChanged 1845
		SP:Iteration 2Q (8877.990000 sec): 3 clusters
  Score: Raw -4509820.740854 + Penalty 3420.460568 = -4506400.280286
  nChanged 2008
		SP:Iteration 3F (8878.380000 sec): 3 clusters
  Score: Raw -4510841.067436 + Penalty 3420.460568 = -4507420.606868
  nChanged 2072
		SP:Iteration 4F (8878.740000 sec): 3 clusters
  Score: Raw -4511983.872538 + Penalty 3420.460568 = -4508563.411970
  nChanged 2108
		SP:Iteration 5F (8879.140000 sec): 3 clusters
  Score: Raw -4513293.248270 + Penalty 3420.460568 = -4509872.787702
  nChanged 2243
		SP:Iteration 6F (8879.500000 sec): 3 clusters
  Score: Raw -4514770.570305 + Penalty 3420.460568 = -4511350.109737
  nChanged 2162
		SP:Iteration 7F (8879.910000 sec): 3 clusters
  Score: Raw -4516141.959422 + Penalty 3420.460568 = -4512721.498854
  nChanged 2047
		SP:Iteration 8F (8880.230000 sec): 3 clusters
  Score: Raw -4517354.626791 + Penalty 3420.460568 = -4513934.166223
  nChanged 1791
		SP:Iteration 9Q (8880.580000 sec): 3 clusters
  Score: Raw -4518379.621047 + Penalty 3420.460568 = -4514959.160479
  nChanged 1562
		SP:Iteration 10Q (8880.920000 sec): 3 clusters
  Score: Raw -4519243.138425 + Penalty 3420.460568 = -4515822.677857
  nChanged 1269
		SP:Iteration 11Q (8881.260000 sec): 3 clusters
  Score: Raw -4519956.786086 + Penalty 3420.460568 = -4516536.325518
  nChanged 1037
		SP:Iteration 12Q (8881.620000 sec): 3 clusters
  Score: Raw -4520519.114619 + Penalty 3420.460568 = -4517098.654051
  nChanged 861
		SP:Iteration 13Q (8881.920000 sec): 3 clusters
  Score: Raw -4520950.959651 + Penalty 3420.460568 = -4517530.499083
  nChanged 701
		SP:Iteration 14Q (8882.320000 sec): 3 clusters
  Score: Raw -4521281.134008 + Penalty 3420.460568 = -4517860.673440
  nChanged 565
		SP:Iteration 15Q (8882.680000 sec): 3 clusters
  Score: Raw -4521550.640307 + Penalty 3420.460568 = -4518130.179739
  nChanged 506
		SP:Iteration 16Q (8883.000000 sec): 3 clusters
  Score: Raw -4521821.229399 + Penalty 3420.460568 = -4518400.768831
  nChanged 417
		SP:Iteration 17Q (8883.370000 sec): 3 clusters
  Score: Raw -4522035.598946 + Penalty 3420.460568 = -4518615.138378
  nChanged 353
		SP:Iteration 18Q (8883.680000 sec): 3 clusters
  Score: Raw -4522222.744497 + Penalty 3420.460568 = -4518802.283929
  nChanged 295
		SP:Iteration 19Q (8884.050000 sec): 3 clusters
  Score: Raw -4522373.065948 + Penalty 3420.460568 = -4518952.605380
  nChanged 262
		SP:Iteration 20F (8884.360000 sec): 3 clusters
  Score: Raw -4522499.395866 + Penalty 3420.460568 = -4519078.935298
  nChanged 253
		SP:Iteration 21Q (8884.710000 sec): 3 clusters
  Score: Raw -4522609.446082 + Penalty 3420.460568 = -4519188.985514
  nChanged 205
		SP:Iteration 22Q (8885.020000 sec): 3 clusters
  Score: Raw -4522694.920205 + Penalty 3420.460568 = -4519274.459637
  nChanged 184
		SP:Iteration 23Q (8885.330000 sec): 3 clusters
  Score: Raw -4522763.817003 + Penalty 3420.460568 = -4519343.356435
  nChanged 157
		SP:Iteration 24Q (8885.620000 sec): 3 clusters
  Score: Raw -4522822.953983 + Penalty 3420.460568 = -4519402.493415
  nChanged 127
		SP:Iteration 25Q (8885.960000 sec): 3 clusters
  Score: Raw -4522871.011972 + Penalty 3420.460568 = -4519450.551404
  nChanged 113
		SP:Iteration 26Q (8886.250000 sec): 3 clusters
  Score: Raw -4522902.631046 + Penalty 3420.460568 = -4519482.170478
  nChanged 88
		SP:Iteration 27Q (8886.560000 sec): 3 clusters
  Score: Raw -4522928.085211 + Penalty 3420.460568 = -4519507.624643
  nChanged 76
		SP:Iteration 28Q (8886.960000 sec): 3 clusters
  Score: Raw -4522947.652778 + Penalty 3420.460568 = -4519527.192210
  nChanged 59
		SP:Iteration 29Q (8887.270000 sec): 3 clusters
  Score: Raw -4522959.462200 + Penalty 3420.460568 = -4519539.001632
  nChanged 44
		SP:Iteration 30Q (8887.620000 sec): 3 clusters
  Score: Raw -4522966.598525 + Penalty 3420.460568 = -4519546.137957
  nChanged 32
		SP:Iteration 31Q (8887.940000 sec): 3 clusters
  Score: Raw -4522971.947832 + Penalty 3420.460568 = -4519551.487264
  nChanged 34
		SP:Iteration 32Q (8888.250000 sec): 3 clusters
  Score: Raw -4522977.274112 + Penalty 3420.460568 = -4519556.813544
  nChanged 29
		SP:Iteration 33Q (8888.610000 sec): 3 clusters
  Score: Raw -4522982.975673 + Penalty 3420.460568 = -4519562.515106
  nChanged 33
		SP:Iteration 34Q (8888.980000 sec): 3 clusters
  Score: Raw -4522988.482221 + Penalty 3420.460568 = -4519568.021653
  nChanged 30
		SP:Iteration 35Q (8889.240000 sec): 3 clusters
  Score: Raw -4522994.342945 + Penalty 3420.460568 = -4519573.882377
  nChanged 30
		SP:Iteration 36Q (8889.590000 sec): 3 clusters
  Score: Raw -4522999.980125 + Penalty 3420.460568 = -4519579.519557
  nChanged 25
		SP:Iteration 37Q (8889.860000 sec): 3 clusters
  Score: Raw -4523003.985216 + Penalty 3420.460568 = -4519583.524648
  nChanged 19
		SP:Iteration 38Q (8890.170000 sec): 3 clusters
  Score: Raw -4523006.251588 + Penalty 3420.460568 = -4519585.791020
  nChanged 13
		SP:Iteration 39Q (8890.460000 sec): 3 clusters
  Score: Raw -4523007.706984 + Penalty 3420.460568 = -4519587.246416
  nChanged 9
		SP:Iteration 40F (8890.810000 sec): 3 clusters
  Score: Raw -4523008.668737 + Penalty 3420.460568 = -4519588.208169
  nChanged 7
		SP:Iteration 41Q (8891.120000 sec): 3 clusters
  Score: Raw -4523009.928139 + Penalty 3420.460568 = -4519589.467571
  nChanged 6
		SP:Iteration 42Q (8891.520000 sec): 3 clusters
  Score: Raw -4523010.520438 + Penalty 3420.460568 = -4519590.059870
  nChanged 9
		SP:Iteration 43Q (8891.800000 sec): 3 clusters
  Score: Raw -4523011.606422 + Penalty 3420.460568 = -4519591.145854
  nChanged 5
		SP:Iteration 44Q (8892.160000 sec): 3 clusters
  Score: Raw -4523012.307793 + Penalty 3420.460568 = -4519591.847225
  nChanged 8
		SP:Iteration 45Q (8892.500000 sec): 3 clusters
  Score: Raw -4523013.765306 + Penalty 3420.460568 = -4519593.304738
  nChanged 7
		SP:Iteration 46Q (8892.820000 sec): 3 clusters
  Score: Raw -4523014.759490 + Penalty 3420.460568 = -4519594.298922
  nChanged 6
		SP:Iteration 47Q (8893.150000 sec): 3 clusters
  Score: Raw -4523015.482915 + Penalty 3420.460568 = -4519595.022347
  nChanged 7
		SP:Iteration 48Q (8893.500000 sec): 3 clusters
  Score: Raw -4523016.341094 + Penalty 3420.460568 = -4519595.880526
  nChanged 3
		SP:Iteration 49Q (8893.840000 sec): 3 clusters
  Score: Raw -4523016.927254 + Penalty 3420.460568 = -4519596.466686
  nChanged 1
		SP:Iteration 50Q (8894.160000 sec): 3 clusters
  Score: Raw -4523016.962943 + Penalty 3420.460568 = -4519596.502375
  nChanged 1
		SP:Iteration 51Q (8894.510000 sec): 3 clusters
  Score: Raw -4523017.067864 + Penalty 3420.460568 = -4519596.607296
  nChanged 1
		SP:Iteration 52Q (8894.870000 sec): 3 clusters
  Score: Raw -4523017.154025 + Penalty 3420.460568 = -4519596.693457
  nChanged 1
		SP:Iteration 53Q (8895.250000 sec): 3 clusters
  Score: Raw -4523017.277549 + Penalty 3420.460568 = -4519596.816981
  nChanged 2
		SP:Iteration 54Q (8895.590000 sec): 3 clusters
  Score: Raw -4523017.566170 + Penalty 3420.460568 = -4519597.105602
  nChanged 2
		SP:Iteration 55Q (8895.950000 sec): 3 clusters
  Score: Raw -4523017.682221 + Penalty 3420.460568 = -4519597.221653
  nChanged 0
		SP:Iteration 56F (8896.310000 sec): 3 clusters
  Score: Raw -4523017.682221 + Penalty 3420.460568 = -4519597.221653
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8896.570000 sec): 2 clusters
  Score: Raw -3724834.257099 + Penalty 1677.714904 = -3723156.542195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8896.940000 sec): 3 clusters
  Score: Raw -3706085.788335 + Penalty 3355.429808 = -3702730.358527
  nChanged 14054
		SP:Iteration 1F (8897.300000 sec): 3 clusters
  Score: Raw -3713799.566134 + Penalty 3355.429808 = -3710444.136326
  nChanged 1399
		SP:Iteration 2Q (8897.670000 sec): 3 clusters
  Score: Raw -3714265.743489 + Penalty 3355.429808 = -3710910.313681
  nChanged 1345
		SP:Iteration 3Q (8898.010000 sec): 3 clusters
  Score: Raw -3714716.184875 + Penalty 3355.429808 = -3711360.755066
  nChanged 1251
		SP:Iteration 4Q (8898.370000 sec): 3 clusters
  Score: Raw -3715135.499368 + Penalty 3355.429808 = -3711780.069560
  nChanged 1204
		SP:Iteration 5Q (8898.690000 sec): 3 clusters
  Score: Raw -3715568.725568 + Penalty 3355.429808 = -3712213.295760
  nChanged 1225
		SP:Iteration 6Q (8899.030000 sec): 3 clusters
  Score: Raw -3716047.807217 + Penalty 3355.429808 = -3712692.377409
  nChanged 1328
		SP:Iteration 7Q (8899.360000 sec): 3 clusters
  Score: Raw -3716602.895617 + Penalty 3355.429808 = -3713247.465808
  nChanged 1402
		SP:Iteration 8Q (8899.730000 sec): 3 clusters
  Score: Raw -3717256.844842 + Penalty 3355.429808 = -3713901.415034
  nChanged 1433
		SP:Iteration 9Q (8900.130000 sec): 3 clusters
  Score: Raw -3718003.556843 + Penalty 3355.429808 = -3714648.127035
  nChanged 1444
		SP:Iteration 10Q (8900.510000 sec): 3 clusters
  Score: Raw -3718819.207200 + Penalty 3355.429808 = -3715463.777392
  nChanged 1414
		SP:Iteration 11Q (8900.900000 sec): 3 clusters
  Score: Raw -3719668.493422 + Penalty 3355.429808 = -3716313.063614
  nChanged 1417
		SP:Iteration 12Q (8901.290000 sec): 3 clusters
  Score: Raw -3720631.184799 + Penalty 3355.429808 = -3717275.754991
  nChanged 1366
		SP:Iteration 13Q (8901.710000 sec): 3 clusters
  Score: Raw -3721611.201212 + Penalty 3355.429808 = -3718255.771404
  nChanged 1135
		SP:Iteration 14Q (8902.070000 sec): 3 clusters
  Score: Raw -3722414.704140 + Penalty 3355.429808 = -3719059.274332
  nChanged 926
		SP:Iteration 15Q (8902.530000 sec): 3 clusters
  Score: Raw -3723058.907553 + Penalty 3355.429808 = -3719703.477745
  nChanged 747
		SP:Iteration 16Q (8902.870000 sec): 3 clusters
  Score: Raw -3723554.725831 + Penalty 3355.429808 = -3720199.296023
  nChanged 598
		SP:Iteration 17Q (8903.150000 sec): 3 clusters
  Score: Raw -3723931.589655 + Penalty 3355.429808 = -3720576.159847
  nChanged 466
		SP:Iteration 18Q (8903.500000 sec): 3 clusters
  Score: Raw -3724217.512069 + Penalty 3355.429808 = -3720862.082261
  nChanged 373
		SP:Iteration 19Q (8903.810000 sec): 3 clusters
  Score: Raw -3724436.642590 + Penalty 3355.429808 = -3721081.212782
  nChanged 320
		SP:Iteration 20F (8904.170000 sec): 3 clusters
  Score: Raw -3724630.150342 + Penalty 3355.429808 = -3721274.720534
  nChanged 241
		SP:Iteration 21Q (8904.570000 sec): 3 clusters
  Score: Raw -3724772.366073 + Penalty 3355.429808 = -3721416.936265
  nChanged 175
		SP:Iteration 22Q (8904.910000 sec): 3 clusters
  Score: Raw -3724871.381734 + Penalty 3355.429808 = -3721515.951925
  nChanged 115
		SP:Iteration 23Q (8905.290000 sec): 3 clusters
  Score: Raw -3724936.541058 + Penalty 3355.429808 = -3721581.111250
  nChanged 94
		SP:Iteration 24Q (8905.670000 sec): 3 clusters
  Score: Raw -3724990.142011 + Penalty 3355.429808 = -3721634.712203
  nChanged 63
		SP:Iteration 25Q (8905.980000 sec): 3 clusters
  Score: Raw -3725026.029837 + Penalty 3355.429808 = -3721670.600029
  nChanged 49
		SP:Iteration 26Q (8906.350000 sec): 3 clusters
  Score: Raw -3725052.032897 + Penalty 3355.429808 = -3721696.603089
  nChanged 42
		SP:Iteration 27Q (8906.690000 sec): 3 clusters
  Score: Raw -3725077.851256 + Penalty 3355.429808 = -3721722.421448
  nChanged 30
		SP:Iteration 28Q (8906.990000 sec): 3 clusters
  Score: Raw -3725098.605706 + Penalty 3355.429808 = -3721743.175898
  nChanged 31
		SP:Iteration 29Q (8907.320000 sec): 3 clusters
  Score: Raw -3725117.699672 + Penalty 3355.429808 = -3721762.269864
  nChanged 29
		SP:Iteration 30Q (8907.670000 sec): 3 clusters
  Score: Raw -3725134.286285 + Penalty 3355.429808 = -3721778.856477
  nChanged 18
		SP:Iteration 31Q (8907.990000 sec): 3 clusters
  Score: Raw -3725144.838902 + Penalty 3355.429808 = -3721789.409094
  nChanged 10
		SP:Iteration 32Q (8908.320000 sec): 3 clusters
  Score: Raw -3725150.817912 + Penalty 3355.429808 = -3721795.388104
  nChanged 6
		SP:Iteration 33Q (8908.620000 sec): 3 clusters
  Score: Raw -3725153.813269 + Penalty 3355.429808 = -3721798.383461
  nChanged 10
		SP:Iteration 34Q (8908.930000 sec): 3 clusters
  Score: Raw -3725158.831208 + Penalty 3355.429808 = -3721803.401400
  nChanged 5
		SP:Iteration 35Q (8909.220000 sec): 3 clusters
  Score: Raw -3725160.820029 + Penalty 3355.429808 = -3721805.390220
  nChanged 4
		SP:Iteration 36Q (8909.520000 sec): 3 clusters
  Score: Raw -3725163.495417 + Penalty 3355.429808 = -3721808.065609
  nChanged 8
		SP:Iteration 37Q (8909.770000 sec): 3 clusters
  Score: Raw -3725167.563959 + Penalty 3355.429808 = -3721812.134151
  nChanged 8
		SP:Iteration 38Q (8910.080000 sec): 3 clusters
  Score: Raw -3725171.336715 + Penalty 3355.429808 = -3721815.906907
  nChanged 5
		SP:Iteration 39Q (8910.340000 sec): 3 clusters
  Score: Raw -3725174.697538 + Penalty 3355.429808 = -3721819.267730
  nChanged 3
		SP:Iteration 40F (8910.660000 sec): 3 clusters
  Score: Raw -3725176.401942 + Penalty 3355.429808 = -3721820.972134
  nChanged 1
		SP:Iteration 41Q (8910.940000 sec): 3 clusters
  Score: Raw -3725177.077007 + Penalty 3355.429808 = -3721821.647199
  nChanged 3
		SP:Iteration 42Q (8911.200000 sec): 3 clusters
  Score: Raw -3725178.542424 + Penalty 3355.429808 = -3721823.112616
  nChanged 5
		SP:Iteration 43Q (8911.560000 sec): 3 clusters
  Score: Raw -3725180.228628 + Penalty 3355.429808 = -3721824.798820
  nChanged 3
		SP:Iteration 44Q (8911.800000 sec): 3 clusters
  Score: Raw -3725182.172170 + Penalty 3355.429808 = -3721826.742361
  nChanged 3
		SP:Iteration 45Q (8912.170000 sec): 3 clusters
  Score: Raw -3725183.537371 + Penalty 3355.429808 = -3721828.107563
  nChanged 0
		SP:Iteration 46F (8912.540000 sec): 3 clusters
  Score: Raw -3725183.537371 + Penalty 3355.429808 = -3721828.107563
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8912.640000 sec): 2 clusters
  Score: Raw -31201.074416 + Penalty 956.942668 = -30244.131748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8912.820000 sec): 3 clusters
  Score: Raw -31335.785445 + Penalty 1913.885336 = -29421.900109
  nChanged 89
		SP:Iteration 1F (8913.050000 sec): 3 clusters
  Score: Raw -31485.922247 + Penalty 1913.885336 = -29572.036911
  nChanged 28
		SP:Iteration 2F (8913.240000 sec): 3 clusters
  Score: Raw -31582.031497 + Penalty 1913.885336 = -29668.146160
  nChanged 26
		SP:Iteration 3F (8913.450000 sec): 3 clusters
  Score: Raw -31661.968575 + Penalty 1913.885336 = -29748.083239
  nChanged 18
		SP:Iteration 4Q (8913.660000 sec): 3 clusters
  Score: Raw -31723.651985 + Penalty 1913.885336 = -29809.766648
  nChanged 13
		SP:Iteration 5Q (8913.920000 sec): 3 clusters
  Score: Raw -31780.500579 + Penalty 1913.885336 = -29866.615242
  nChanged 14
		SP:Iteration 6Q (8914.100000 sec): 3 clusters
  Score: Raw -31885.895652 + Penalty 1913.885336 = -29972.010316
  nChanged 11
		SP:Iteration 7Q (8914.260000 sec): 3 clusters
  Score: Raw -31944.522545 + Penalty 1913.885336 = -30030.637209
  nChanged 9
		SP:Iteration 8Q (8914.440000 sec): 3 clusters
  Score: Raw -31971.630844 + Penalty 1913.885336 = -30057.745507
  nChanged 7
		SP:Iteration 9Q (8914.660000 sec): 3 clusters
  Score: Raw -31987.434609 + Penalty 1913.885336 = -30073.549272
  nChanged 1
		SP:Iteration 10Q (8914.860000 sec): 3 clusters
  Score: Raw -31988.936267 + Penalty 1913.885336 = -30075.050931
  nChanged 2
		SP:Iteration 11Q (8915.080000 sec): 3 clusters
  Score: Raw -31991.676742 + Penalty 1913.885336 = -30077.791406
  nChanged 0
		SP:Iteration 12F (8915.250000 sec): 3 clusters
  Score: Raw -31991.676742 + Penalty 1913.885336 = -30077.791406
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (8983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8915.390000 sec): 2 clusters
  Score: Raw -1038058.519619 + Penalty 1479.251992 = -1036579.267627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8915.650000 sec): 3 clusters
  Score: Raw -1033006.144485 + Penalty 2958.503984 = -1030047.640501
  nChanged 3857
		SP:Iteration 1F (8915.840000 sec): 3 clusters
  Score: Raw -1035121.306525 + Penalty 2958.503984 = -1032162.802541
  nChanged 620
		SP:Iteration 2F (8916.080000 sec): 3 clusters
  Score: Raw -1035466.714161 + Penalty 2958.503984 = -1032508.210178
  nChanged 579
		SP:Iteration 3F (8916.290000 sec): 3 clusters
  Score: Raw -1035832.759315 + Penalty 2958.503984 = -1032874.255331
  nChanged 577
		SP:Iteration 4F (8916.520000 sec): 3 clusters
  Score: Raw -1036247.134510 + Penalty 2958.503984 = -1033288.630526
  nChanged 580
		SP:Iteration 5F (8916.790000 sec): 3 clusters
  Score: Raw -1036668.672216 + Penalty 2958.503984 = -1033710.168232
  nChanged 544
		SP:Iteration 6F (8917.000000 sec): 3 clusters
  Score: Raw -1037086.584856 + Penalty 2958.503984 = -1034128.080872
  nChanged 443
		SP:Iteration 7Q (8917.220000 sec): 3 clusters
  Score: Raw -1037430.660969 + Penalty 2958.503984 = -1034472.156986
  nChanged 353
		SP:Iteration 8Q (8917.460000 sec): 3 clusters
  Score: Raw -1037714.742552 + Penalty 2958.503984 = -1034756.238568
  nChanged 293
		SP:Iteration 9Q (8917.700000 sec): 3 clusters
  Score: Raw -1037932.866726 + Penalty 2958.503984 = -1034974.362742
  nChanged 208
		SP:Iteration 10Q (8917.940000 sec): 3 clusters
  Score: Raw -1038068.421459 + Penalty 2958.503984 = -1035109.917475
  nChanged 142
		SP:Iteration 11Q (8918.180000 sec): 3 clusters
  Score: Raw -1038155.164294 + Penalty 2958.503984 = -1035196.660310
  nChanged 113
		SP:Iteration 12Q (8918.410000 sec): 3 clusters
  Score: Raw -1038233.373031 + Penalty 2958.503984 = -1035274.869048
  nChanged 86
		SP:Iteration 13Q (8918.640000 sec): 3 clusters
  Score: Raw -1038310.841886 + Penalty 2958.503984 = -1035352.337902
  nChanged 96
		SP:Iteration 14Q (8918.900000 sec): 3 clusters
  Score: Raw -1038399.497791 + Penalty 2958.503984 = -1035440.993807
  nChanged 77
		SP:Iteration 15Q (8919.140000 sec): 3 clusters
  Score: Raw -1038461.214053 + Penalty 2958.503984 = -1035502.710069
  nChanged 70
		SP:Iteration 16Q (8919.390000 sec): 3 clusters
  Score: Raw -1038500.089120 + Penalty 2958.503984 = -1035541.585136
  nChanged 56
		SP:Iteration 17Q (8919.600000 sec): 3 clusters
  Score: Raw -1038522.707715 + Penalty 2958.503984 = -1035564.203732
  nChanged 30
		SP:Iteration 18Q (8919.810000 sec): 3 clusters
  Score: Raw -1038537.056295 + Penalty 2958.503984 = -1035578.552311
  nChanged 25
		SP:Iteration 19Q (8920.070000 sec): 3 clusters
  Score: Raw -1038547.376754 + Penalty 2958.503984 = -1035588.872770
  nChanged 19
		SP:Iteration 20F (8920.310000 sec): 3 clusters
  Score: Raw -1038554.604335 + Penalty 2958.503984 = -1035596.100351
  nChanged 13
		SP:Iteration 21Q (8920.560000 sec): 3 clusters
  Score: Raw -1038559.527747 + Penalty 2958.503984 = -1035601.023763
  nChanged 12
		SP:Iteration 22Q (8920.740000 sec): 3 clusters
  Score: Raw -1038563.506165 + Penalty 2958.503984 = -1035605.002181
  nChanged 8
		SP:Iteration 23Q (8920.990000 sec): 3 clusters
  Score: Raw -1038566.338676 + Penalty 2958.503984 = -1035607.834692
  nChanged 7
		SP:Iteration 24Q (8921.260000 sec): 3 clusters
  Score: Raw -1038568.153663 + Penalty 2958.503984 = -1035609.649679
  nChanged 5
		SP:Iteration 25Q (8921.530000 sec): 3 clusters
  Score: Raw -1038570.270733 + Penalty 2958.503984 = -1035611.766749
  nChanged 7
		SP:Iteration 26Q (8921.740000 sec): 3 clusters
  Score: Raw -1038573.239211 + Penalty 2958.503984 = -1035614.735227
  nChanged 3
		SP:Iteration 27Q (8921.970000 sec): 3 clusters
  Score: Raw -1038574.380373 + Penalty 2958.503984 = -1035615.876390
  nChanged 2
		SP:Iteration 28Q (8922.220000 sec): 3 clusters
  Score: Raw -1038574.602282 + Penalty 2958.503984 = -1035616.098299
  nChanged 3
		SP:Iteration 29Q (8922.460000 sec): 3 clusters
  Score: Raw -1038575.340426 + Penalty 2958.503984 = -1035616.836442
  nChanged 1
		SP:Iteration 30Q (8922.700000 sec): 3 clusters
  Score: Raw -1038575.417448 + Penalty 2958.503984 = -1035616.913464
  nChanged 0
		SP:Iteration 31F (8922.960000 sec): 3 clusters
  Score: Raw -1038575.417448 + Penalty 2958.503984 = -1035616.913464
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8923.400000 sec): 2 clusters
  Score: Raw -9320348.449779 + Penalty 1827.773919 = -9318520.675861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8923.900000 sec): 3 clusters
  Score: Raw -9271005.903705 + Penalty 3655.547838 = -9267350.355868
  nChanged 36242
		SP:Iteration 1F (8924.390000 sec): 3 clusters
  Score: Raw -9292653.005148 + Penalty 3655.547838 = -9288997.457311
  nChanged 4140
		SP:Iteration 2F (8925.020000 sec): 3 clusters
  Score: Raw -9294498.831111 + Penalty 3655.547838 = -9290843.283274
  nChanged 4817
		SP:Iteration 3F (8925.570000 sec): 3 clusters
  Score: Raw -9296984.662457 + Penalty 3655.547838 = -9293329.114619
  nChanged 5079
		SP:Iteration 4F (8926.080000 sec): 3 clusters
  Score: Raw -9299673.172209 + Penalty 3655.547838 = -9296017.624372
  nChanged 4868
		SP:Iteration 5F (8926.640000 sec): 3 clusters
  Score: Raw -9302176.288435 + Penalty 3655.547838 = -9298520.740597
  nChanged 4276
		SP:Iteration 6F (8927.200000 sec): 3 clusters
  Score: Raw -9304216.355286 + Penalty 3655.547838 = -9300560.807449
  nChanged 3661
		SP:Iteration 7Q (8927.700000 sec): 3 clusters
  Score: Raw -9306053.681552 + Penalty 3655.547838 = -9302398.133714
  nChanged 3362
		SP:Iteration 8Q (8928.200000 sec): 3 clusters
  Score: Raw -9308046.799916 + Penalty 3655.547838 = -9304391.252078
  nChanged 3367
		SP:Iteration 9Q (8928.730000 sec): 3 clusters
  Score: Raw -9310450.597423 + Penalty 3655.547838 = -9306795.049586
  nChanged 3240
		SP:Iteration 10Q (8929.270000 sec): 3 clusters
  Score: Raw -9313090.146545 + Penalty 3655.547838 = -9309434.598707
  nChanged 2831
		SP:Iteration 11Q (8929.810000 sec): 3 clusters
  Score: Raw -9315559.384917 + Penalty 3655.547838 = -9311903.837080
  nChanged 2151
		SP:Iteration 12Q (8930.310000 sec): 3 clusters
  Score: Raw -9317477.259722 + Penalty 3655.547838 = -9313821.711885
  nChanged 1454
		SP:Iteration 13Q (8930.910000 sec): 3 clusters
  Score: Raw -9318685.828507 + Penalty 3655.547838 = -9315030.280669
  nChanged 919
		SP:Iteration 14Q (8931.460000 sec): 3 clusters
  Score: Raw -9319343.914631 + Penalty 3655.547838 = -9315688.366794
  nChanged 624
		SP:Iteration 15Q (8931.980000 sec): 3 clusters
  Score: Raw -9319733.418786 + Penalty 3655.547838 = -9316077.870949
  nChanged 463
		SP:Iteration 16Q (8932.520000 sec): 3 clusters
  Score: Raw -9320005.415005 + Penalty 3655.547838 = -9316349.867168
  nChanged 350
		SP:Iteration 17Q (8933.050000 sec): 3 clusters
  Score: Raw -9320190.438213 + Penalty 3655.547838 = -9316534.890375
  nChanged 239
		SP:Iteration 18Q (8933.550000 sec): 3 clusters
  Score: Raw -9320311.780844 + Penalty 3655.547838 = -9316656.233006
  nChanged 198
		SP:Iteration 19Q (8934.050000 sec): 3 clusters
  Score: Raw -9320398.390059 + Penalty 3655.547838 = -9316742.842221
  nChanged 164
		SP:Iteration 20F (8934.550000 sec): 3 clusters
  Score: Raw -9320468.343794 + Penalty 3655.547838 = -9316812.795957
  nChanged 152
		SP:Iteration 21Q (8935.010000 sec): 3 clusters
  Score: Raw -9320538.747476 + Penalty 3655.547838 = -9316883.199638
  nChanged 123
		SP:Iteration 22Q (8935.460000 sec): 3 clusters
  Score: Raw -9320598.405456 + Penalty 3655.547838 = -9316942.857619
  nChanged 112
		SP:Iteration 23Q (8935.910000 sec): 3 clusters
  Score: Raw -9320653.041548 + Penalty 3655.547838 = -9316997.493711
  nChanged 89
		SP:Iteration 24Q (8936.360000 sec): 3 clusters
  Score: Raw -9320685.403041 + Penalty 3655.547838 = -9317029.855203
  nChanged 71
		SP:Iteration 25Q (8936.850000 sec): 3 clusters
  Score: Raw -9320712.721364 + Penalty 3655.547838 = -9317057.173526
  nChanged 72
		SP:Iteration 26Q (8937.320000 sec): 3 clusters
  Score: Raw -9320739.573071 + Penalty 3655.547838 = -9317084.025233
  nChanged 50
		SP:Iteration 27Q (8937.800000 sec): 3 clusters
  Score: Raw -9320758.789291 + Penalty 3655.547838 = -9317103.241454
  nChanged 40
		SP:Iteration 28Q (8938.300000 sec): 3 clusters
  Score: Raw -9320771.905424 + Penalty 3655.547838 = -9317116.357587
  nChanged 32
		SP:Iteration 29Q (8938.790000 sec): 3 clusters
  Score: Raw -9320782.192374 + Penalty 3655.547838 = -9317126.644536
  nChanged 28
		SP:Iteration 30Q (8939.320000 sec): 3 clusters
  Score: Raw -9320789.966640 + Penalty 3655.547838 = -9317134.418802
  nChanged 28
		SP:Iteration 31Q (8939.830000 sec): 3 clusters
  Score: Raw -9320798.253051 + Penalty 3655.547838 = -9317142.705213
  nChanged 28
		SP:Iteration 32Q (8940.270000 sec): 3 clusters
  Score: Raw -9320805.508719 + Penalty 3655.547838 = -9317149.960882
  nChanged 21
		SP:Iteration 33Q (8940.710000 sec): 3 clusters
  Score: Raw -9320811.418904 + Penalty 3655.547838 = -9317155.871066
  nChanged 10
		SP:Iteration 34Q (8941.180000 sec): 3 clusters
  Score: Raw -9320814.017886 + Penalty 3655.547838 = -9317158.470048
  nChanged 15
		SP:Iteration 35Q (8941.640000 sec): 3 clusters
  Score: Raw -9320818.225450 + Penalty 3655.547838 = -9317162.677612
  nChanged 13
		SP:Iteration 36Q (8942.080000 sec): 3 clusters
  Score: Raw -9320822.271554 + Penalty 3655.547838 = -9317166.723716
  nChanged 11
		SP:Iteration 37Q (8942.530000 sec): 3 clusters
  Score: Raw -9320825.800269 + Penalty 3655.547838 = -9317170.252431
  nChanged 13
		SP:Iteration 38Q (8943.020000 sec): 3 clusters
  Score: Raw -9320828.420672 + Penalty 3655.547838 = -9317172.872835
  nChanged 13
		SP:Iteration 39Q (8943.540000 sec): 3 clusters
  Score: Raw -9320832.405964 + Penalty 3655.547838 = -9317176.858126
  nChanged 13
		SP:Iteration 40F (8944.020000 sec): 3 clusters
  Score: Raw -9320836.913335 + Penalty 3655.547838 = -9317181.365497
  nChanged 13
		SP:Iteration 41Q (8944.510000 sec): 3 clusters
  Score: Raw -9320839.967962 + Penalty 3655.547838 = -9317184.420124
  nChanged 6
		SP:Iteration 42Q (8945.010000 sec): 3 clusters
  Score: Raw -9320841.632766 + Penalty 3655.547838 = -9317186.084929
  nChanged 9
		SP:Iteration 43Q (8945.550000 sec): 3 clusters
  Score: Raw -9320844.409166 + Penalty 3655.547838 = -9317188.861328
  nChanged 7
		SP:Iteration 44Q (8946.060000 sec): 3 clusters
  Score: Raw -9320845.988668 + Penalty 3655.547838 = -9317190.440830
  nChanged 7
		SP:Iteration 45Q (8946.570000 sec): 3 clusters
  Score: Raw -9320848.220256 + Penalty 3655.547838 = -9317192.672418
  nChanged 6
		SP:Iteration 46Q (8947.050000 sec): 3 clusters
  Score: Raw -9320849.787657 + Penalty 3655.547838 = -9317194.239819
  nChanged 7
		SP:Iteration 47Q (8947.510000 sec): 3 clusters
  Score: Raw -9320851.115030 + Penalty 3655.547838 = -9317195.567192
  nChanged 6
		SP:Iteration 48Q (8947.930000 sec): 3 clusters
  Score: Raw -9320853.482465 + Penalty 3655.547838 = -9317197.934628
  nChanged 10
		SP:Iteration 49Q (8948.340000 sec): 3 clusters
  Score: Raw -9320857.307362 + Penalty 3655.547838 = -9317201.759525
  nChanged 15
		SP:Iteration 50Q (8948.790000 sec): 3 clusters
  Score: Raw -9320862.072413 + Penalty 3655.547838 = -9317206.524575
  nChanged 9
		SP:Iteration 51Q (8949.280000 sec): 3 clusters
  Score: Raw -9320864.481259 + Penalty 3655.547838 = -9317208.933422
  nChanged 5
		SP:Iteration 52Q (8949.760000 sec): 3 clusters
  Score: Raw -9320866.325567 + Penalty 3655.547838 = -9317210.777730
  nChanged 5
		SP:Iteration 53Q (8950.260000 sec): 3 clusters
  Score: Raw -9320867.390103 + Penalty 3655.547838 = -9317211.842265
  nChanged 0
		SP:Iteration 54F (8950.810000 sec): 3 clusters
  Score: Raw -9320867.390103 + Penalty 3655.547838 = -9317211.842265
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (15304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8950.980000 sec): 2 clusters
  Score: Raw -1774444.091595 + Penalty 1565.828796 = -1772878.262799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8951.270000 sec): 3 clusters
  Score: Raw -1765376.728977 + Penalty 3131.657591 = -1762245.071386
  nChanged 6878
		SP:Iteration 1F (8951.530000 sec): 3 clusters
  Score: Raw -1769260.887127 + Penalty 3131.657591 = -1766129.229536
  nChanged 862
		SP:Iteration 2F (8951.770000 sec): 3 clusters
  Score: Raw -1769641.842624 + Penalty 3131.657591 = -1766510.185033
  nChanged 772
		SP:Iteration 3F (8952.000000 sec): 3 clusters
  Score: Raw -1770032.004860 + Penalty 3131.657591 = -1766900.347269
  nChanged 763
		SP:Iteration 4Q (8952.240000 sec): 3 clusters
  Score: Raw -1770442.806136 + Penalty 3131.657591 = -1767311.148545
  nChanged 758
		SP:Iteration 5Q (8952.480000 sec): 3 clusters
  Score: Raw -1770799.210029 + Penalty 3131.657591 = -1767667.552437
  nChanged 702
		SP:Iteration 6Q (8952.710000 sec): 3 clusters
  Score: Raw -1771131.300159 + Penalty 3131.657591 = -1767999.642568
  nChanged 649
		SP:Iteration 7Q (8952.970000 sec): 3 clusters
  Score: Raw -1771426.457862 + Penalty 3131.657591 = -1768294.800271
  nChanged 619
		SP:Iteration 8Q (8953.250000 sec): 3 clusters
  Score: Raw -1771728.874497 + Penalty 3131.657591 = -1768597.216906
  nChanged 616
		SP:Iteration 9Q (8953.490000 sec): 3 clusters
  Score: Raw -1772019.430873 + Penalty 3131.657591 = -1768887.773282
  nChanged 557
		SP:Iteration 10Q (8953.740000 sec): 3 clusters
  Score: Raw -1772276.057192 + Penalty 3131.657591 = -1769144.399601
  nChanged 482
		SP:Iteration 11Q (8954.020000 sec): 3 clusters
  Score: Raw -1772468.549278 + Penalty 3131.657591 = -1769336.891687
  nChanged 403
		SP:Iteration 12Q (8954.310000 sec): 3 clusters
  Score: Raw -1772612.177265 + Penalty 3131.657591 = -1769480.519674
  nChanged 338
		SP:Iteration 13Q (8954.560000 sec): 3 clusters
  Score: Raw -1772707.778044 + Penalty 3131.657591 = -1769576.120453
  nChanged 240
		SP:Iteration 14Q (8954.860000 sec): 3 clusters
  Score: Raw -1772769.054891 + Penalty 3131.657591 = -1769637.397300
  nChanged 194
		SP:Iteration 15Q (8955.140000 sec): 3 clusters
  Score: Raw -1772817.839168 + Penalty 3131.657591 = -1769686.181577
  nChanged 190
		SP:Iteration 16Q (8955.420000 sec): 3 clusters
  Score: Raw -1772868.533588 + Penalty 3131.657591 = -1769736.875997
  nChanged 181
		SP:Iteration 17Q (8955.690000 sec): 3 clusters
  Score: Raw -1772913.001773 + Penalty 3131.657591 = -1769781.344182
  nChanged 177
		SP:Iteration 18Q (8955.900000 sec): 3 clusters
  Score: Raw -1772959.179219 + Penalty 3131.657591 = -1769827.521628
  nChanged 182
		SP:Iteration 19Q (8956.120000 sec): 3 clusters
  Score: Raw -1773009.127018 + Penalty 3131.657591 = -1769877.469427
  nChanged 175
		SP:Iteration 20F (8956.370000 sec): 3 clusters
  Score: Raw -1773060.073160 + Penalty 3131.657591 = -1769928.415569
  nChanged 174
		SP:Iteration 21Q (8956.660000 sec): 3 clusters
  Score: Raw -1773108.303167 + Penalty 3131.657591 = -1769976.645576
  nChanged 169
		SP:Iteration 22Q (8956.910000 sec): 3 clusters
  Score: Raw -1773154.422348 + Penalty 3131.657591 = -1770022.764757
  nChanged 151
		SP:Iteration 23Q (8957.180000 sec): 3 clusters
  Score: Raw -1773195.731439 + Penalty 3131.657591 = -1770064.073848
  nChanged 154
		SP:Iteration 24Q (8957.450000 sec): 3 clusters
  Score: Raw -1773235.041185 + Penalty 3131.657591 = -1770103.383594
  nChanged 128
		SP:Iteration 25Q (8957.680000 sec): 3 clusters
  Score: Raw -1773264.635171 + Penalty 3131.657591 = -1770132.977580
  nChanged 124
		SP:Iteration 26Q (8957.950000 sec): 3 clusters
  Score: Raw -1773295.008988 + Penalty 3131.657591 = -1770163.351397
  nChanged 129
		SP:Iteration 27Q (8958.210000 sec): 3 clusters
  Score: Raw -1773326.611773 + Penalty 3131.657591 = -1770194.954182
  nChanged 112
		SP:Iteration 28Q (8958.470000 sec): 3 clusters
  Score: Raw -1773352.764447 + Penalty 3131.657591 = -1770221.106856
  nChanged 107
		SP:Iteration 29Q (8958.740000 sec): 3 clusters
  Score: Raw -1773379.656289 + Penalty 3131.657591 = -1770247.998698
  nChanged 125
		SP:Iteration 30Q (8958.970000 sec): 3 clusters
  Score: Raw -1773407.610506 + Penalty 3131.657591 = -1770275.952915
  nChanged 115
		SP:Iteration 31Q (8959.250000 sec): 3 clusters
  Score: Raw -1773436.184551 + Penalty 3131.657591 = -1770304.526960
  nChanged 122
		SP:Iteration 32Q (8959.540000 sec): 3 clusters
  Score: Raw -1773466.581173 + Penalty 3131.657591 = -1770334.923582
  nChanged 122
		SP:Iteration 33Q (8959.750000 sec): 3 clusters
  Score: Raw -1773496.671374 + Penalty 3131.657591 = -1770365.013782
  nChanged 113
		SP:Iteration 34Q (8960.060000 sec): 3 clusters
  Score: Raw -1773526.493521 + Penalty 3131.657591 = -1770394.835930
  nChanged 121
		SP:Iteration 35Q (8960.340000 sec): 3 clusters
  Score: Raw -1773560.153749 + Penalty 3131.657591 = -1770428.496158
  nChanged 131
		SP:Iteration 36Q (8960.550000 sec): 3 clusters
  Score: Raw -1773595.343756 + Penalty 3131.657591 = -1770463.686165
  nChanged 137
		SP:Iteration 37Q (8960.780000 sec): 3 clusters
  Score: Raw -1773637.526340 + Penalty 3131.657591 = -1770505.868748
  nChanged 157
		SP:Iteration 38Q (8961.030000 sec): 3 clusters
  Score: Raw -1773687.655899 + Penalty 3131.657591 = -1770555.998308
  nChanged 139
		SP:Iteration 39Q (8961.290000 sec): 3 clusters
  Score: Raw -1773736.643098 + Penalty 3131.657591 = -1770604.985507
  nChanged 161
		SP:Iteration 40F (8961.530000 sec): 3 clusters
  Score: Raw -1773796.365178 + Penalty 3131.657591 = -1770664.707587
  nChanged 153
		SP:Iteration 41Q (8961.820000 sec): 3 clusters
  Score: Raw -1773855.699931 + Penalty 3131.657591 = -1770724.042340
  nChanged 143
		SP:Iteration 42Q (8962.090000 sec): 3 clusters
  Score: Raw -1773905.918634 + Penalty 3131.657591 = -1770774.261043
  nChanged 147
		SP:Iteration 43Q (8962.330000 sec): 3 clusters
  Score: Raw -1773954.811924 + Penalty 3131.657591 = -1770823.154333
  nChanged 150
		SP:Iteration 44Q (8962.530000 sec): 3 clusters
  Score: Raw -1774005.241464 + Penalty 3131.657591 = -1770873.583872
  nChanged 136
		SP:Iteration 45Q (8962.800000 sec): 3 clusters
  Score: Raw -1774044.484559 + Penalty 3131.657591 = -1770912.826967
  nChanged 108
		SP:Iteration 46Q (8963.110000 sec): 3 clusters
  Score: Raw -1774070.614542 + Penalty 3131.657591 = -1770938.956950
  nChanged 100
		SP:Iteration 47Q (8963.380000 sec): 3 clusters
  Score: Raw -1774092.685538 + Penalty 3131.657591 = -1770961.027947
  nChanged 98
		SP:Iteration 48Q (8963.660000 sec): 3 clusters
  Score: Raw -1774116.181750 + Penalty 3131.657591 = -1770984.524159
  nChanged 91
		SP:Iteration 49Q (8963.950000 sec): 3 clusters
  Score: Raw -1774136.564818 + Penalty 3131.657591 = -1771004.907227
  nChanged 70
		SP:Iteration 50Q (8964.200000 sec): 3 clusters
  Score: Raw -1774149.945695 + Penalty 3131.657591 = -1771018.288104
  nChanged 73
		SP:Iteration 51Q (8964.510000 sec): 3 clusters
  Score: Raw -1774164.100224 + Penalty 3131.657591 = -1771032.442633
  nChanged 65
		SP:Iteration 52Q (8964.830000 sec): 3 clusters
  Score: Raw -1774177.480460 + Penalty 3131.657591 = -1771045.822869
  nChanged 66
		SP:Iteration 53Q (8965.100000 sec): 3 clusters
  Score: Raw -1774190.385169 + Penalty 3131.657591 = -1771058.727578
  nChanged 62
		SP:Iteration 54Q (8965.310000 sec): 3 clusters
  Score: Raw -1774204.146010 + Penalty 3131.657591 = -1771072.488419
  nChanged 67
		SP:Iteration 55Q (8965.610000 sec): 3 clusters
  Score: Raw -1774218.620274 + Penalty 3131.657591 = -1771086.962683
  nChanged 57
		SP:Iteration 56Q (8965.940000 sec): 3 clusters
  Score: Raw -1774229.153835 + Penalty 3131.657591 = -1771097.496243
  nChanged 55
		SP:Iteration 57Q (8966.210000 sec): 3 clusters
  Score: Raw -1774240.595208 + Penalty 3131.657591 = -1771108.937617
  nChanged 62
		SP:Iteration 58Q (8966.480000 sec): 3 clusters
  Score: Raw -1774251.922945 + Penalty 3131.657591 = -1771120.265354
  nChanged 52
		SP:Iteration 59Q (8966.730000 sec): 3 clusters
  Score: Raw -1774261.731103 + Penalty 3131.657591 = -1771130.073512
  nChanged 54
		SP:Iteration 60F (8967.010000 sec): 3 clusters
  Score: Raw -1774270.800784 + Penalty 3131.657591 = -1771139.143193
  nChanged 53
		SP:Iteration 61Q (8967.290000 sec): 3 clusters
  Score: Raw -1774281.759368 + Penalty 3131.657591 = -1771150.101777
  nChanged 63
		SP:Iteration 62Q (8967.510000 sec): 3 clusters
  Score: Raw -1774293.660254 + Penalty 3131.657591 = -1771162.002663
  nChanged 59
		SP:Iteration 63Q (8967.780000 sec): 3 clusters
  Score: Raw -1774304.510869 + Penalty 3131.657591 = -1771172.853278
  nChanged 59
		SP:Iteration 64Q (8968.040000 sec): 3 clusters
  Score: Raw -1774315.144255 + Penalty 3131.657591 = -1771183.486664
  nChanged 54
		SP:Iteration 65Q (8968.270000 sec): 3 clusters
  Score: Raw -1774325.954297 + Penalty 3131.657591 = -1771194.296706
  nChanged 52
		SP:Iteration 66Q (8968.500000 sec): 3 clusters
  Score: Raw -1774336.359663 + Penalty 3131.657591 = -1771204.702072
  nChanged 56
		SP:Iteration 67Q (8968.750000 sec): 3 clusters
  Score: Raw -1774349.022458 + Penalty 3131.657591 = -1771217.364867
  nChanged 64
		SP:Iteration 68Q (8968.970000 sec): 3 clusters
  Score: Raw -1774366.104977 + Penalty 3131.657591 = -1771234.447386
  nChanged 69
		SP:Iteration 69Q (8969.230000 sec): 3 clusters
  Score: Raw -1774382.146234 + Penalty 3131.657591 = -1771250.488643
  nChanged 66
		SP:Iteration 70Q (8969.430000 sec): 3 clusters
  Score: Raw -1774398.446441 + Penalty 3131.657591 = -1771266.788850
  nChanged 86
		SP:Iteration 71Q (8969.650000 sec): 3 clusters
  Score: Raw -1774421.760591 + Penalty 3131.657591 = -1771290.102999
  nChanged 93
		SP:Iteration 72Q (8969.930000 sec): 3 clusters
  Score: Raw -1774450.858215 + Penalty 3131.657591 = -1771319.200624
  nChanged 102
		SP:Iteration 73Q (8970.130000 sec): 3 clusters
  Score: Raw -1774484.483936 + Penalty 3131.657591 = -1771352.826345
  nChanged 98
		SP:Iteration 74Q (8970.370000 sec): 3 clusters
  Score: Raw -1774515.413693 + Penalty 3131.657591 = -1771383.756102
  nChanged 85
		SP:Iteration 75Q (8970.600000 sec): 3 clusters
  Score: Raw -1774542.870316 + Penalty 3131.657591 = -1771411.212725
  nChanged 100
		SP:Iteration 76Q (8970.850000 sec): 3 clusters
  Score: Raw -1774581.557330 + Penalty 3131.657591 = -1771449.899739
  nChanged 90
		SP:Iteration 77Q (8971.130000 sec): 3 clusters
  Score: Raw -1774615.451572 + Penalty 3131.657591 = -1771483.793981
  nChanged 87
		SP:Iteration 78Q (8971.370000 sec): 3 clusters
  Score: Raw -1774646.801748 + Penalty 3131.657591 = -1771515.144157
  nChanged 79
		SP:Iteration 79Q (8971.660000 sec): 3 clusters
  Score: Raw -1774674.987726 + Penalty 3131.657591 = -1771543.330134
  nChanged 78
		SP:Iteration 80F (8971.950000 sec): 3 clusters
  Score: Raw -1774701.639900 + Penalty 3131.657591 = -1771569.982309
  nChanged 75
		SP:Iteration 81Q (8972.190000 sec): 3 clusters
  Score: Raw -1774725.920661 + Penalty 3131.657591 = -1771594.263070
  nChanged 58
		SP:Iteration 82Q (8972.420000 sec): 3 clusters
  Score: Raw -1774743.035387 + Penalty 3131.657591 = -1771611.377796
  nChanged 47
		SP:Iteration 83Q (8972.640000 sec): 3 clusters
  Score: Raw -1774755.620920 + Penalty 3131.657591 = -1771623.963329
  nChanged 46
		SP:Iteration 84Q (8972.870000 sec): 3 clusters
  Score: Raw -1774771.838905 + Penalty 3131.657591 = -1771640.181314
  nChanged 48
		SP:Iteration 85Q (8973.130000 sec): 3 clusters
  Score: Raw -1774789.464511 + Penalty 3131.657591 = -1771657.806920
  nChanged 45
		SP:Iteration 86Q (8973.340000 sec): 3 clusters
  Score: Raw -1774802.968118 + Penalty 3131.657591 = -1771671.310527
  nChanged 44
		SP:Iteration 87Q (8973.600000 sec): 3 clusters
  Score: Raw -1774817.354566 + Penalty 3131.657591 = -1771685.696975
  nChanged 50
		SP:Iteration 88Q (8973.840000 sec): 3 clusters
  Score: Raw -1774837.257545 + Penalty 3131.657591 = -1771705.599954
  nChanged 42
		SP:Iteration 89Q (8974.060000 sec): 3 clusters
  Score: Raw -1774857.165274 + Penalty 3131.657591 = -1771725.507683
  nChanged 55
		SP:Iteration 90Q (8974.330000 sec): 3 clusters
  Score: Raw -1774886.068633 + Penalty 3131.657591 = -1771754.411042
  nChanged 66
		SP:Iteration 91Q (8974.580000 sec): 3 clusters
  Score: Raw -1774930.712448 + Penalty 3131.657591 = -1771799.054857
  nChanged 74
		SP:Iteration 92Q (8974.810000 sec): 3 clusters
  Score: Raw -1774979.912611 + Penalty 3131.657591 = -1771848.255019
  nChanged 59
		SP:Iteration 93Q (8975.080000 sec): 3 clusters
  Score: Raw -1775014.715355 + Penalty 3131.657591 = -1771883.057764
  nChanged 41
		SP:Iteration 94Q (8975.400000 sec): 3 clusters
  Score: Raw -1775032.517240 + Penalty 3131.657591 = -1771900.859649
  nChanged 37
		SP:Iteration 95Q (8975.660000 sec): 3 clusters
  Score: Raw -1775047.750547 + Penalty 3131.657591 = -1771916.092956
  nChanged 26
		SP:Iteration 96Q (8975.900000 sec): 3 clusters
  Score: Raw -1775057.790830 + Penalty 3131.657591 = -1771926.133239
  nChanged 26
		SP:Iteration 97Q (8976.170000 sec): 3 clusters
  Score: Raw -1775066.886874 + Penalty 3131.657591 = -1771935.229283
  nChanged 22
		SP:Iteration 98Q (8976.440000 sec): 3 clusters
  Score: Raw -1775074.123424 + Penalty 3131.657591 = -1771942.465833
  nChanged 13
		SP:Iteration 99Q (8976.650000 sec): 3 clusters
  Score: Raw -1775078.238239 + Penalty 3131.657591 = -1771946.580648
  nChanged 11
		SP:Iteration 100F (8976.890000 sec): 3 clusters
  Score: Raw -1775080.624054 + Penalty 3131.657591 = -1771948.966463
  nChanged 5
		SP:Iteration 101Q (8977.160000 sec): 3 clusters
  Score: Raw -1775082.125236 + Penalty 3131.657591 = -1771950.467645
  nChanged 6
		SP:Iteration 102Q (8977.370000 sec): 3 clusters
  Score: Raw -1775083.658757 + Penalty 3131.657591 = -1771952.001166
  nChanged 8
		SP:Iteration 103Q (8977.680000 sec): 3 clusters
  Score: Raw -1775085.314305 + Penalty 3131.657591 = -1771953.656714
  nChanged 7
		SP:Iteration 104Q (8977.880000 sec): 3 clusters
  Score: Raw -1775086.932738 + Penalty 3131.657591 = -1771955.275147
  nChanged 7
		SP:Iteration 105Q (8978.100000 sec): 3 clusters
  Score: Raw -1775089.033085 + Penalty 3131.657591 = -1771957.375494
  nChanged 6
		SP:Iteration 106Q (8978.390000 sec): 3 clusters
  Score: Raw -1775090.719298 + Penalty 3131.657591 = -1771959.061707
  nChanged 7
		SP:Iteration 107Q (8978.610000 sec): 3 clusters
  Score: Raw -1775092.797286 + Penalty 3131.657591 = -1771961.139695
  nChanged 2
		SP:Iteration 108Q (8978.850000 sec): 3 clusters
  Score: Raw -1775093.290561 + Penalty 3131.657591 = -1771961.632970
  nChanged 3
		SP:Iteration 109Q (8979.080000 sec): 3 clusters
  Score: Raw -1775093.515738 + Penalty 3131.657591 = -1771961.858147
  nChanged 0
		SP:Iteration 110F (8979.300000 sec): 3 clusters
  Score: Raw -1775093.515738 + Penalty 3131.657591 = -1771961.858147
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (19167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8979.490000 sec): 2 clusters
  Score: Raw -2136486.850556 + Penalty 1602.403616 = -2134884.446940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8979.780000 sec): 3 clusters
  Score: Raw -2125069.628337 + Penalty 3204.807232 = -2121864.821105
  nChanged 8646
		SP:Iteration 1F (8980.010000 sec): 3 clusters
  Score: Raw -2130325.460484 + Penalty 3204.807232 = -2127120.653252
  nChanged 1353
		SP:Iteration 2F (8980.320000 sec): 3 clusters
  Score: Raw -2131208.743771 + Penalty 3204.807232 = -2128003.936539
  nChanged 1388
		SP:Iteration 3F (8980.540000 sec): 3 clusters
  Score: Raw -2132122.611417 + Penalty 3204.807232 = -2128917.804185
  nChanged 1310
		SP:Iteration 4F (8980.820000 sec): 3 clusters
  Score: Raw -2132996.700136 + Penalty 3204.807232 = -2129791.892904
  nChanged 1209
		SP:Iteration 5F (8981.090000 sec): 3 clusters
  Score: Raw -2133772.080949 + Penalty 3204.807232 = -2130567.273717
  nChanged 1086
		SP:Iteration 6F (8981.330000 sec): 3 clusters
  Score: Raw -2134405.047490 + Penalty 3204.807232 = -2131200.240258
  nChanged 951
		SP:Iteration 7Q (8981.590000 sec): 3 clusters
  Score: Raw -2134916.092220 + Penalty 3204.807232 = -2131711.284988
  nChanged 827
		SP:Iteration 8Q (8981.880000 sec): 3 clusters
  Score: Raw -2135323.651887 + Penalty 3204.807232 = -2132118.844655
  nChanged 694
		SP:Iteration 9Q (8982.190000 sec): 3 clusters
  Score: Raw -2135660.785958 + Penalty 3204.807232 = -2132455.978725
  nChanged 627
		SP:Iteration 10Q (8982.430000 sec): 3 clusters
  Score: Raw -2135972.753932 + Penalty 3204.807232 = -2132767.946700
  nChanged 502
		SP:Iteration 11Q (8982.690000 sec): 3 clusters
  Score: Raw -2136213.281834 + Penalty 3204.807232 = -2133008.474602
  nChanged 468
		SP:Iteration 12Q (8983.020000 sec): 3 clusters
  Score: Raw -2136424.729680 + Penalty 3204.807232 = -2133219.922448
  nChanged 437
		SP:Iteration 13Q (8983.280000 sec): 3 clusters
  Score: Raw -2136616.336997 + Penalty 3204.807232 = -2133411.529765
  nChanged 413
		SP:Iteration 14Q (8983.550000 sec): 3 clusters
  Score: Raw -2136810.530407 + Penalty 3204.807232 = -2133605.723175
  nChanged 390
		SP:Iteration 15Q (8983.840000 sec): 3 clusters
  Score: Raw -2137001.169171 + Penalty 3204.807232 = -2133796.361938
  nChanged 389
		SP:Iteration 16Q (8984.050000 sec): 3 clusters
  Score: Raw -2137168.059372 + Penalty 3204.807232 = -2133963.252140
  nChanged 329
		SP:Iteration 17Q (8984.280000 sec): 3 clusters
  Score: Raw -2137304.919107 + Penalty 3204.807232 = -2134100.111875
  nChanged 318
		SP:Iteration 18Q (8984.580000 sec): 3 clusters
  Score: Raw -2137435.795971 + Penalty 3204.807232 = -2134230.988739
  nChanged 271
		SP:Iteration 19Q (8984.820000 sec): 3 clusters
  Score: Raw -2137553.535274 + Penalty 3204.807232 = -2134348.728042
  nChanged 240
		SP:Iteration 20F (8985.090000 sec): 3 clusters
  Score: Raw -2137662.671239 + Penalty 3204.807232 = -2134457.864007
  nChanged 227
		SP:Iteration 21Q (8985.360000 sec): 3 clusters
  Score: Raw -2137762.882678 + Penalty 3204.807232 = -2134558.075446
  nChanged 213
		SP:Iteration 22Q (8985.640000 sec): 3 clusters
  Score: Raw -2137853.238776 + Penalty 3204.807232 = -2134648.431544
  nChanged 199
		SP:Iteration 23Q (8985.920000 sec): 3 clusters
  Score: Raw -2137951.529989 + Penalty 3204.807232 = -2134746.722757
  nChanged 200
		SP:Iteration 24Q (8986.180000 sec): 3 clusters
  Score: Raw -2138068.151246 + Penalty 3204.807232 = -2134863.344014
  nChanged 190
		SP:Iteration 25Q (8986.450000 sec): 3 clusters
  Score: Raw -2138177.899342 + Penalty 3204.807232 = -2134973.092110
  nChanged 201
		SP:Iteration 26Q (8986.710000 sec): 3 clusters
  Score: Raw -2138284.210295 + Penalty 3204.807232 = -2135079.403063
  nChanged 168
		SP:Iteration 27Q (8986.950000 sec): 3 clusters
  Score: Raw -2138372.135820 + Penalty 3204.807232 = -2135167.328588
  nChanged 132
		SP:Iteration 28Q (8987.260000 sec): 3 clusters
  Score: Raw -2138438.941884 + Penalty 3204.807232 = -2135234.134652
  nChanged 112
		SP:Iteration 29Q (8987.490000 sec): 3 clusters
  Score: Raw -2138488.298239 + Penalty 3204.807232 = -2135283.491007
  nChanged 106
		SP:Iteration 30Q (8987.710000 sec): 3 clusters
  Score: Raw -2138533.477588 + Penalty 3204.807232 = -2135328.670356
  nChanged 92
		SP:Iteration 31Q (8987.950000 sec): 3 clusters
  Score: Raw -2138566.582425 + Penalty 3204.807232 = -2135361.775193
  nChanged 68
		SP:Iteration 32Q (8988.200000 sec): 3 clusters
  Score: Raw -2138589.428272 + Penalty 3204.807232 = -2135384.621040
  nChanged 61
		SP:Iteration 33Q (8988.450000 sec): 3 clusters
  Score: Raw -2138609.136721 + Penalty 3204.807232 = -2135404.329489
  nChanged 49
		SP:Iteration 34Q (8988.750000 sec): 3 clusters
  Score: Raw -2138624.078044 + Penalty 3204.807232 = -2135419.270812
  nChanged 33
		SP:Iteration 35Q (8989.010000 sec): 3 clusters
  Score: Raw -2138634.182805 + Penalty 3204.807232 = -2135429.375573
  nChanged 24
		SP:Iteration 36Q (8989.250000 sec): 3 clusters
  Score: Raw -2138640.736839 + Penalty 3204.807232 = -2135435.929607
  nChanged 17
		SP:Iteration 37Q (8989.520000 sec): 3 clusters
  Score: Raw -2138645.497204 + Penalty 3204.807232 = -2135440.689972
  nChanged 23
		SP:Iteration 38Q (8989.770000 sec): 3 clusters
  Score: Raw -2138652.502844 + Penalty 3204.807232 = -2135447.695612
  nChanged 20
		SP:Iteration 39Q (8990.020000 sec): 3 clusters
  Score: Raw -2138658.006730 + Penalty 3204.807232 = -2135453.199498
  nChanged 13
		SP:Iteration 40F (8990.310000 sec): 3 clusters
  Score: Raw -2138661.997551 + Penalty 3204.807232 = -2135457.190319
  nChanged 18
		SP:Iteration 41Q (8990.580000 sec): 3 clusters
  Score: Raw -2138668.607400 + Penalty 3204.807232 = -2135463.800168
  nChanged 25
		SP:Iteration 42Q (8990.850000 sec): 3 clusters
  Score: Raw -2138677.861192 + Penalty 3204.807232 = -2135473.053960
  nChanged 27
		SP:Iteration 43Q (8991.120000 sec): 3 clusters
  Score: Raw -2138694.862635 + Penalty 3204.807232 = -2135490.055403
  nChanged 31
		SP:Iteration 44Q (8991.380000 sec): 3 clusters
  Score: Raw -2138713.273229 + Penalty 3204.807232 = -2135508.465997
  nChanged 38
		SP:Iteration 45Q (8991.640000 sec): 3 clusters
  Score: Raw -2138736.550878 + Penalty 3204.807232 = -2135531.743646
  nChanged 41
		SP:Iteration 46Q (8991.900000 sec): 3 clusters
  Score: Raw -2138757.384306 + Penalty 3204.807232 = -2135552.577074
  nChanged 39
		SP:Iteration 47Q (8992.210000 sec): 3 clusters
  Score: Raw -2138773.699059 + Penalty 3204.807232 = -2135568.891827
  nChanged 26
		SP:Iteration 48Q (8992.450000 sec): 3 clusters
  Score: Raw -2138783.124285 + Penalty 3204.807232 = -2135578.317053
  nChanged 21
		SP:Iteration 49Q (8992.730000 sec): 3 clusters
  Score: Raw -2138788.489012 + Penalty 3204.807232 = -2135583.681780
  nChanged 14
		SP:Iteration 50Q (8992.990000 sec): 3 clusters
  Score: Raw -2138793.523548 + Penalty 3204.807232 = -2135588.716316
  nChanged 15
		SP:Iteration 51Q (8993.270000 sec): 3 clusters
  Score: Raw -2138801.455067 + Penalty 3204.807232 = -2135596.647835
  nChanged 21
		SP:Iteration 52Q (8993.550000 sec): 3 clusters
  Score: Raw -2138811.136294 + Penalty 3204.807232 = -2135606.329062
  nChanged 21
		SP:Iteration 53Q (8993.790000 sec): 3 clusters
  Score: Raw -2138818.721146 + Penalty 3204.807232 = -2135613.913914
  nChanged 20
		SP:Iteration 54Q (8994.040000 sec): 3 clusters
  Score: Raw -2138825.041412 + Penalty 3204.807232 = -2135620.234180
  nChanged 16
		SP:Iteration 55Q (8994.270000 sec): 3 clusters
  Score: Raw -2138831.242653 + Penalty 3204.807232 = -2135626.435421
  nChanged 19
		SP:Iteration 56Q (8994.530000 sec): 3 clusters
  Score: Raw -2138838.951953 + Penalty 3204.807232 = -2135634.144721
  nChanged 18
		SP:Iteration 57Q (8994.780000 sec): 3 clusters
  Score: Raw -2138843.928934 + Penalty 3204.807232 = -2135639.121702
  nChanged 9
		SP:Iteration 58Q (8995.030000 sec): 3 clusters
  Score: Raw -2138845.711593 + Penalty 3204.807232 = -2135640.904361
  nChanged 3
		SP:Iteration 59Q (8995.320000 sec): 3 clusters
  Score: Raw -2138845.994176 + Penalty 3204.807232 = -2135641.186944
  nChanged 5
		SP:Iteration 60F (8995.630000 sec): 3 clusters
  Score: Raw -2138847.676588 + Penalty 3204.807232 = -2135642.869356
  nChanged 3
		SP:Iteration 61Q (8995.920000 sec): 3 clusters
  Score: Raw -2138848.378580 + Penalty 3204.807232 = -2135643.571348
  nChanged 2
		SP:Iteration 62Q (8996.130000 sec): 3 clusters
  Score: Raw -2138849.298188 + Penalty 3204.807232 = -2135644.490956
  nChanged 3
		SP:Iteration 63Q (8996.460000 sec): 3 clusters
  Score: Raw -2138850.106980 + Penalty 3204.807232 = -2135645.299748
  nChanged 2
		SP:Iteration 64Q (8996.690000 sec): 3 clusters
  Score: Raw -2138850.346940 + Penalty 3204.807232 = -2135645.539708
  nChanged 0
		SP:Iteration 65F (8996.990000 sec): 3 clusters
  Score: Raw -2138850.346940 + Penalty 3204.807232 = -2135645.539708
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (16252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8997.120000 sec): 2 clusters
  Score: Raw -1783086.844608 + Penalty 1575.595329 = -1781511.249279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8997.380000 sec): 3 clusters
  Score: Raw -1773524.673262 + Penalty 3151.190659 = -1770373.482604
  nChanged 7179
		SP:Iteration 1F (8997.660000 sec): 3 clusters
  Score: Raw -1777634.103573 + Penalty 3151.190659 = -1774482.912915
  nChanged 1156
		SP:Iteration 2F (8997.900000 sec): 3 clusters
  Score: Raw -1778371.616385 + Penalty 3151.190659 = -1775220.425726
  nChanged 1112
		SP:Iteration 3F (8998.150000 sec): 3 clusters
  Score: Raw -1779136.316128 + Penalty 3151.190659 = -1775985.125469
  nChanged 1112
		SP:Iteration 4F (8998.480000 sec): 3 clusters
  Score: Raw -1779953.845890 + Penalty 3151.190659 = -1776802.655231
  nChanged 1060
		SP:Iteration 5F (8998.730000 sec): 3 clusters
  Score: Raw -1780682.324110 + Penalty 3151.190659 = -1777531.133452
  nChanged 917
		SP:Iteration 6F (8998.980000 sec): 3 clusters
  Score: Raw -1781244.045431 + Penalty 3151.190659 = -1778092.854773
  nChanged 735
		SP:Iteration 7Q (8999.260000 sec): 3 clusters
  Score: Raw -1781639.195704 + Penalty 3151.190659 = -1778488.005046
  nChanged 573
		SP:Iteration 8Q (8999.530000 sec): 3 clusters
  Score: Raw -1781922.288235 + Penalty 3151.190659 = -1778771.097576
  nChanged 467
		SP:Iteration 9Q (8999.810000 sec): 3 clusters
  Score: Raw -1782146.131029 + Penalty 3151.190659 = -1778994.940370
  nChanged 426
		SP:Iteration 10Q (9000.100000 sec): 3 clusters
  Score: Raw -1782332.805590 + Penalty 3151.190659 = -1779181.614931
  nChanged 364
		SP:Iteration 11Q (9000.360000 sec): 3 clusters
  Score: Raw -1782460.145394 + Penalty 3151.190659 = -1779308.954735
  nChanged 278
		SP:Iteration 12Q (9000.650000 sec): 3 clusters
  Score: Raw -1782566.558758 + Penalty 3151.190659 = -1779415.368100
  nChanged 234
		SP:Iteration 13Q (9000.920000 sec): 3 clusters
  Score: Raw -1782650.863016 + Penalty 3151.190659 = -1779499.672358
  nChanged 226
		SP:Iteration 14Q (9001.130000 sec): 3 clusters
  Score: Raw -1782726.585421 + Penalty 3151.190659 = -1779575.394762
  nChanged 214
		SP:Iteration 15Q (9001.400000 sec): 3 clusters
  Score: Raw -1782800.898514 + Penalty 3151.190659 = -1779649.707855
  nChanged 198
		SP:Iteration 16Q (9001.740000 sec): 3 clusters
  Score: Raw -1782875.998574 + Penalty 3151.190659 = -1779724.807915
  nChanged 195
		SP:Iteration 17Q (9002.020000 sec): 3 clusters
  Score: Raw -1782947.817531 + Penalty 3151.190659 = -1779796.626872
  nChanged 169
		SP:Iteration 18Q (9002.360000 sec): 3 clusters
  Score: Raw -1783011.355563 + Penalty 3151.190659 = -1779860.164904
  nChanged 165
		SP:Iteration 19Q (9002.650000 sec): 3 clusters
  Score: Raw -1783077.192179 + Penalty 3151.190659 = -1779926.001520
  nChanged 149
		SP:Iteration 20F (9002.990000 sec): 3 clusters
  Score: Raw -1783134.226241 + Penalty 3151.190659 = -1779983.035583
  nChanged 140
		SP:Iteration 21Q (9003.240000 sec): 3 clusters
  Score: Raw -1783183.971594 + Penalty 3151.190659 = -1780032.780935
  nChanged 120
		SP:Iteration 22Q (9003.490000 sec): 3 clusters
  Score: Raw -1783227.464722 + Penalty 3151.190659 = -1780076.274063
  nChanged 121
		SP:Iteration 23Q (9003.780000 sec): 3 clusters
  Score: Raw -1783266.625874 + Penalty 3151.190659 = -1780115.435215
  nChanged 116
		SP:Iteration 24Q (9004.050000 sec): 3 clusters
  Score: Raw -1783298.553519 + Penalty 3151.190659 = -1780147.362860
  nChanged 96
		SP:Iteration 25Q (9004.270000 sec): 3 clusters
  Score: Raw -1783330.358346 + Penalty 3151.190659 = -1780179.167687
  nChanged 99
		SP:Iteration 26Q (9004.550000 sec): 3 clusters
  Score: Raw -1783363.435988 + Penalty 3151.190659 = -1780212.245330
  nChanged 86
		SP:Iteration 27Q (9004.870000 sec): 3 clusters
  Score: Raw -1783396.122523 + Penalty 3151.190659 = -1780244.931865
  nChanged 88
		SP:Iteration 28Q (9005.090000 sec): 3 clusters
  Score: Raw -1783424.494475 + Penalty 3151.190659 = -1780273.303817
  nChanged 93
		SP:Iteration 29Q (9005.380000 sec): 3 clusters
  Score: Raw -1783458.140353 + Penalty 3151.190659 = -1780306.949694
  nChanged 98
		SP:Iteration 30Q (9005.640000 sec): 3 clusters
  Score: Raw -1783489.527019 + Penalty 3151.190659 = -1780338.336360
  nChanged 83
		SP:Iteration 31Q (9005.930000 sec): 3 clusters
  Score: Raw -1783508.807328 + Penalty 3151.190659 = -1780357.616669
  nChanged 70
		SP:Iteration 32Q (9006.130000 sec): 3 clusters
  Score: Raw -1783526.701702 + Penalty 3151.190659 = -1780375.511043
  nChanged 51
		SP:Iteration 33Q (9006.400000 sec): 3 clusters
  Score: Raw -1783541.486949 + Penalty 3151.190659 = -1780390.296290
  nChanged 45
		SP:Iteration 34Q (9006.640000 sec): 3 clusters
  Score: Raw -1783551.731340 + Penalty 3151.190659 = -1780400.540681
  nChanged 35
		SP:Iteration 35Q (9006.870000 sec): 3 clusters
  Score: Raw -1783559.291059 + Penalty 3151.190659 = -1780408.100400
  nChanged 21
		SP:Iteration 36Q (9007.120000 sec): 3 clusters
  Score: Raw -1783563.613012 + Penalty 3151.190659 = -1780412.422354
  nChanged 19
		SP:Iteration 37Q (9007.390000 sec): 3 clusters
  Score: Raw -1783566.993418 + Penalty 3151.190659 = -1780415.802760
  nChanged 16
		SP:Iteration 38Q (9007.650000 sec): 3 clusters
  Score: Raw -1783569.426746 + Penalty 3151.190659 = -1780418.236087
  nChanged 19
		SP:Iteration 39Q (9007.850000 sec): 3 clusters
  Score: Raw -1783572.252234 + Penalty 3151.190659 = -1780421.061575
  nChanged 12
		SP:Iteration 40F (9008.080000 sec): 3 clusters
  Score: Raw -1783574.389019 + Penalty 3151.190659 = -1780423.198361
  nChanged 12
		SP:Iteration 41Q (9008.370000 sec): 3 clusters
  Score: Raw -1783576.550259 + Penalty 3151.190659 = -1780425.359601
  nChanged 10
		SP:Iteration 42Q (9008.600000 sec): 3 clusters
  Score: Raw -1783578.251778 + Penalty 3151.190659 = -1780427.061119
  nChanged 12
		SP:Iteration 43Q (9008.850000 sec): 3 clusters
  Score: Raw -1783580.119449 + Penalty 3151.190659 = -1780428.928790
  nChanged 13
		SP:Iteration 44Q (9009.150000 sec): 3 clusters
  Score: Raw -1783582.847912 + Penalty 3151.190659 = -1780431.657253
  nChanged 13
		SP:Iteration 45Q (9009.380000 sec): 3 clusters
  Score: Raw -1783584.371562 + Penalty 3151.190659 = -1780433.180903
  nChanged 9
		SP:Iteration 46Q (9009.670000 sec): 3 clusters
  Score: Raw -1783585.948486 + Penalty 3151.190659 = -1780434.757828
  nChanged 13
		SP:Iteration 47Q (9009.920000 sec): 3 clusters
  Score: Raw -1783588.200877 + Penalty 3151.190659 = -1780437.010218
  nChanged 16
		SP:Iteration 48Q (9010.150000 sec): 3 clusters
  Score: Raw -1783591.975676 + Penalty 3151.190659 = -1780440.785017
  nChanged 17
		SP:Iteration 49Q (9010.380000 sec): 3 clusters
  Score: Raw -1783595.006793 + Penalty 3151.190659 = -1780443.816134
  nChanged 13
		SP:Iteration 50Q (9010.590000 sec): 3 clusters
  Score: Raw -1783596.311958 + Penalty 3151.190659 = -1780445.121299
  nChanged 10
		SP:Iteration 51Q (9010.830000 sec): 3 clusters
  Score: Raw -1783597.491856 + Penalty 3151.190659 = -1780446.301197
  nChanged 7
		SP:Iteration 52Q (9011.070000 sec): 3 clusters
  Score: Raw -1783598.533910 + Penalty 3151.190659 = -1780447.343251
  nChanged 6
		SP:Iteration 53Q (9011.270000 sec): 3 clusters
  Score: Raw -1783599.757775 + Penalty 3151.190659 = -1780448.567116
  nChanged 8
		SP:Iteration 54Q (9011.500000 sec): 3 clusters
  Score: Raw -1783602.568831 + Penalty 3151.190659 = -1780451.378172
  nChanged 12
		SP:Iteration 55Q (9011.780000 sec): 3 clusters
  Score: Raw -1783604.922522 + Penalty 3151.190659 = -1780453.731864
  nChanged 14
		SP:Iteration 56Q (9012.000000 sec): 3 clusters
  Score: Raw -1783608.868369 + Penalty 3151.190659 = -1780457.677710
  nChanged 16
		SP:Iteration 57Q (9012.210000 sec): 3 clusters
  Score: Raw -1783614.393305 + Penalty 3151.190659 = -1780463.202647
  nChanged 17
		SP:Iteration 58Q (9012.450000 sec): 3 clusters
  Score: Raw -1783618.346834 + Penalty 3151.190659 = -1780467.156175
  nChanged 19
		SP:Iteration 59Q (9012.690000 sec): 3 clusters
  Score: Raw -1783623.141446 + Penalty 3151.190659 = -1780471.950788
  nChanged 22
		SP:Iteration 60F (9012.910000 sec): 3 clusters
  Score: Raw -1783627.483685 + Penalty 3151.190659 = -1780476.293026
  nChanged 21
		SP:Iteration 61Q (9013.220000 sec): 3 clusters
  Score: Raw -1783630.639483 + Penalty 3151.190659 = -1780479.448824
  nChanged 12
		SP:Iteration 62Q (9013.460000 sec): 3 clusters
  Score: Raw -1783633.254210 + Penalty 3151.190659 = -1780482.063552
  nChanged 18
		SP:Iteration 63Q (9013.670000 sec): 3 clusters
  Score: Raw -1783638.715023 + Penalty 3151.190659 = -1780487.524365
  nChanged 20
		SP:Iteration 64Q (9013.940000 sec): 3 clusters
  Score: Raw -1783643.874981 + Penalty 3151.190659 = -1780492.684323
  nChanged 22
		SP:Iteration 65Q (9014.190000 sec): 3 clusters
  Score: Raw -1783649.746854 + Penalty 3151.190659 = -1780498.556196
  nChanged 19
		SP:Iteration 66Q (9014.410000 sec): 3 clusters
  Score: Raw -1783654.648139 + Penalty 3151.190659 = -1780503.457480
  nChanged 15
		SP:Iteration 67Q (9014.670000 sec): 3 clusters
  Score: Raw -1783658.752261 + Penalty 3151.190659 = -1780507.561603
  nChanged 9
		SP:Iteration 68Q (9014.910000 sec): 3 clusters
  Score: Raw -1783660.170185 + Penalty 3151.190659 = -1780508.979526
  nChanged 4
		SP:Iteration 69Q (9015.170000 sec): 3 clusters
  Score: Raw -1783660.751352 + Penalty 3151.190659 = -1780509.560693
  nChanged 2
		SP:Iteration 70Q (9015.460000 sec): 3 clusters
  Score: Raw -1783661.053414 + Penalty 3151.190659 = -1780509.862755
  nChanged 2
		SP:Iteration 71Q (9015.690000 sec): 3 clusters
  Score: Raw -1783661.463456 + Penalty 3151.190659 = -1780510.272797
  nChanged 3
		SP:Iteration 72Q (9015.980000 sec): 3 clusters
  Score: Raw -1783662.031184 + Penalty 3151.190659 = -1780510.840526
  nChanged 3
		SP:Iteration 73Q (9016.190000 sec): 3 clusters
  Score: Raw -1783662.629715 + Penalty 3151.190659 = -1780511.439056
  nChanged 3
		SP:Iteration 74Q (9016.480000 sec): 3 clusters
  Score: Raw -1783662.863419 + Penalty 3151.190659 = -1780511.672761
  nChanged 0
		SP:Iteration 75F (9016.770000 sec): 3 clusters
  Score: Raw -1783662.863419 + Penalty 3151.190659 = -1780511.672761
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9016.930000 sec): 2 clusters
  Score: Raw -1141431.577820 + Penalty 1488.225369 = -1139943.352451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9017.190000 sec): 3 clusters
  Score: Raw -1136096.063458 + Penalty 2976.450738 = -1133119.612720
  nChanged 4105
		SP:Iteration 1F (9017.430000 sec): 3 clusters
  Score: Raw -1138581.109913 + Penalty 2976.450738 = -1135604.659175
  nChanged 731
		SP:Iteration 2F (9017.620000 sec): 3 clusters
  Score: Raw -1139085.208775 + Penalty 2976.450738 = -1136108.758036
  nChanged 698
		SP:Iteration 3F (9017.860000 sec): 3 clusters
  Score: Raw -1139570.912823 + Penalty 2976.450738 = -1136594.462085
  nChanged 642
		SP:Iteration 4F (9018.130000 sec): 3 clusters
  Score: Raw -1140014.435417 + Penalty 2976.450738 = -1137037.984679
  nChanged 584
		SP:Iteration 5F (9018.380000 sec): 3 clusters
  Score: Raw -1140409.302444 + Penalty 2976.450738 = -1137432.851706
  nChanged 472
		SP:Iteration 6Q (9018.590000 sec): 3 clusters
  Score: Raw -1140752.876368 + Penalty 2976.450738 = -1137776.425630
  nChanged 384
		SP:Iteration 7Q (9018.800000 sec): 3 clusters
  Score: Raw -1141057.222554 + Penalty 2976.450738 = -1138080.771816
  nChanged 312
		SP:Iteration 8Q (9019.030000 sec): 3 clusters
  Score: Raw -1141346.343235 + Penalty 2976.450738 = -1138369.892496
  nChanged 236
		SP:Iteration 9Q (9019.200000 sec): 3 clusters
  Score: Raw -1141531.627192 + Penalty 2976.450738 = -1138555.176454
  nChanged 173
		SP:Iteration 10Q (9019.350000 sec): 3 clusters
  Score: Raw -1141631.233904 + Penalty 2976.450738 = -1138654.783165
  nChanged 125
		SP:Iteration 11Q (9019.560000 sec): 3 clusters
  Score: Raw -1141692.204813 + Penalty 2976.450738 = -1138715.754075
  nChanged 91
		SP:Iteration 12Q (9019.780000 sec): 3 clusters
  Score: Raw -1141733.238061 + Penalty 2976.450738 = -1138756.787323
  nChanged 75
		SP:Iteration 13Q (9020.060000 sec): 3 clusters
  Score: Raw -1141764.676019 + Penalty 2976.450738 = -1138788.225281
  nChanged 65
		SP:Iteration 14Q (9020.310000 sec): 3 clusters
  Score: Raw -1141791.375907 + Penalty 2976.450738 = -1138814.925169
  nChanged 46
		SP:Iteration 15Q (9020.590000 sec): 3 clusters
  Score: Raw -1141809.503309 + Penalty 2976.450738 = -1138833.052571
  nChanged 44
		SP:Iteration 16Q (9020.810000 sec): 3 clusters
  Score: Raw -1141824.553299 + Penalty 2976.450738 = -1138848.102561
  nChanged 29
		SP:Iteration 17Q (9021.070000 sec): 3 clusters
  Score: Raw -1141831.412241 + Penalty 2976.450738 = -1138854.961503
  nChanged 17
		SP:Iteration 18Q (9021.320000 sec): 3 clusters
  Score: Raw -1141835.119137 + Penalty 2976.450738 = -1138858.668398
  nChanged 16
		SP:Iteration 19Q (9021.560000 sec): 3 clusters
  Score: Raw -1141838.155291 + Penalty 2976.450738 = -1138861.704552
  nChanged 11
		SP:Iteration 20F (9021.780000 sec): 3 clusters
  Score: Raw -1141841.566630 + Penalty 2976.450738 = -1138865.115891
  nChanged 7
		SP:Iteration 21Q (9022.030000 sec): 3 clusters
  Score: Raw -1141843.426170 + Penalty 2976.450738 = -1138866.975432
  nChanged 9
		SP:Iteration 22Q (9022.290000 sec): 3 clusters
  Score: Raw -1141846.498109 + Penalty 2976.450738 = -1138870.047371
  nChanged 6
		SP:Iteration 23Q (9022.470000 sec): 3 clusters
  Score: Raw -1141847.361115 + Penalty 2976.450738 = -1138870.910376
  nChanged 3
		SP:Iteration 24Q (9022.680000 sec): 3 clusters
  Score: Raw -1141848.062425 + Penalty 2976.450738 = -1138871.611687
  nChanged 5
		SP:Iteration 25Q (9022.920000 sec): 3 clusters
  Score: Raw -1141849.042535 + Penalty 2976.450738 = -1138872.591797
  nChanged 2
		SP:Iteration 26Q (9023.180000 sec): 3 clusters
  Score: Raw -1141849.186849 + Penalty 2976.450738 = -1138872.736111
  nChanged 2
		SP:Iteration 27Q (9023.410000 sec): 3 clusters
  Score: Raw -1141849.461814 + Penalty 2976.450738 = -1138873.011076
  nChanged 0
		SP:Iteration 28F (9023.720000 sec): 3 clusters
  Score: Raw -1141849.461814 + Penalty 2976.450738 = -1138873.011076
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (9826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9023.810000 sec): 2 clusters
  Score: Raw -1188558.656399 + Penalty 1493.827922 = -1187064.828477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9024.070000 sec): 3 clusters
  Score: Raw -1183091.175653 + Penalty 2987.655844 = -1180103.519809
  nChanged 4181
		SP:Iteration 1F (9024.300000 sec): 3 clusters
  Score: Raw -1185472.674870 + Penalty 2987.655844 = -1182485.019026
  nChanged 649
		SP:Iteration 2F (9024.520000 sec): 3 clusters
  Score: Raw -1185854.979999 + Penalty 2987.655844 = -1182867.324155
  nChanged 587
		SP:Iteration 3F (9024.790000 sec): 3 clusters
  Score: Raw -1186218.222251 + Penalty 2987.655844 = -1183230.566407
  nChanged 572
		SP:Iteration 4F (9025.060000 sec): 3 clusters
  Score: Raw -1186608.409995 + Penalty 2987.655844 = -1183620.754151
  nChanged 613
		SP:Iteration 5F (9025.280000 sec): 3 clusters
  Score: Raw -1187012.998803 + Penalty 2987.655844 = -1184025.342959
  nChanged 552
		SP:Iteration 6F (9025.520000 sec): 3 clusters
  Score: Raw -1187460.513995 + Penalty 2987.655844 = -1184472.858150
  nChanged 532
		SP:Iteration 7F (9025.710000 sec): 3 clusters
  Score: Raw -1187924.010119 + Penalty 2987.655844 = -1184936.354275
  nChanged 468
		SP:Iteration 8Q (9025.950000 sec): 3 clusters
  Score: Raw -1188345.974342 + Penalty 2987.655844 = -1185358.318497
  nChanged 342
		SP:Iteration 9Q (9026.210000 sec): 3 clusters
  Score: Raw -1188602.374416 + Penalty 2987.655844 = -1185614.718572
  nChanged 252
		SP:Iteration 10Q (9026.450000 sec): 3 clusters
  Score: Raw -1188765.487527 + Penalty 2987.655844 = -1185777.831683
  nChanged 180
		SP:Iteration 11Q (9026.760000 sec): 3 clusters
  Score: Raw -1188868.211964 + Penalty 2987.655844 = -1185880.556120
  nChanged 133
		SP:Iteration 12Q (9026.970000 sec): 3 clusters
  Score: Raw -1188932.668792 + Penalty 2987.655844 = -1185945.012948
  nChanged 98
		SP:Iteration 13Q (9027.200000 sec): 3 clusters
  Score: Raw -1188975.717608 + Penalty 2987.655844 = -1185988.061764
  nChanged 95
		SP:Iteration 14Q (9027.410000 sec): 3 clusters
  Score: Raw -1189019.771899 + Penalty 2987.655844 = -1186032.116055
  nChanged 81
		SP:Iteration 15Q (9027.610000 sec): 3 clusters
  Score: Raw -1189064.331137 + Penalty 2987.655844 = -1186076.675292
  nChanged 89
		SP:Iteration 16Q (9027.850000 sec): 3 clusters
  Score: Raw -1189121.793300 + Penalty 2987.655844 = -1186134.137455
  nChanged 94
		SP:Iteration 17Q (9028.020000 sec): 3 clusters
  Score: Raw -1189170.841311 + Penalty 2987.655844 = -1186183.185467
  nChanged 75
		SP:Iteration 18Q (9028.260000 sec): 3 clusters
  Score: Raw -1189214.871552 + Penalty 2987.655844 = -1186227.215708
  nChanged 65
		SP:Iteration 19Q (9028.460000 sec): 3 clusters
  Score: Raw -1189242.512959 + Penalty 2987.655844 = -1186254.857115
  nChanged 53
		SP:Iteration 20F (9028.700000 sec): 3 clusters
  Score: Raw -1189265.964394 + Penalty 2987.655844 = -1186278.308550
  nChanged 57
		SP:Iteration 21Q (9028.930000 sec): 3 clusters
  Score: Raw -1189284.573588 + Penalty 2987.655844 = -1186296.917744
  nChanged 51
		SP:Iteration 22Q (9029.160000 sec): 3 clusters
  Score: Raw -1189303.313738 + Penalty 2987.655844 = -1186315.657894
  nChanged 41
		SP:Iteration 23Q (9029.350000 sec): 3 clusters
  Score: Raw -1189320.922279 + Penalty 2987.655844 = -1186333.266434
  nChanged 43
		SP:Iteration 24Q (9029.570000 sec): 3 clusters
  Score: Raw -1189337.341561 + Penalty 2987.655844 = -1186349.685717
  nChanged 39
		SP:Iteration 25Q (9029.790000 sec): 3 clusters
  Score: Raw -1189355.638966 + Penalty 2987.655844 = -1186367.983121
  nChanged 42
		SP:Iteration 26Q (9029.990000 sec): 3 clusters
  Score: Raw -1189372.619070 + Penalty 2987.655844 = -1186384.963226
  nChanged 36
		SP:Iteration 27Q (9030.220000 sec): 3 clusters
  Score: Raw -1189389.989568 + Penalty 2987.655844 = -1186402.333724
  nChanged 36
		SP:Iteration 28Q (9030.430000 sec): 3 clusters
  Score: Raw -1189400.798414 + Penalty 2987.655844 = -1186413.142570
  nChanged 26
		SP:Iteration 29Q (9030.650000 sec): 3 clusters
  Score: Raw -1189408.460343 + Penalty 2987.655844 = -1186420.804499
  nChanged 24
		SP:Iteration 30Q (9030.860000 sec): 3 clusters
  Score: Raw -1189415.450088 + Penalty 2987.655844 = -1186427.794244
  nChanged 16
		SP:Iteration 31Q (9031.060000 sec): 3 clusters
  Score: Raw -1189419.630428 + Penalty 2987.655844 = -1186431.974584
  nChanged 20
		SP:Iteration 32Q (9031.260000 sec): 3 clusters
  Score: Raw -1189426.064851 + Penalty 2987.655844 = -1186438.409007
  nChanged 21
		SP:Iteration 33Q (9031.470000 sec): 3 clusters
  Score: Raw -1189431.711133 + Penalty 2987.655844 = -1186444.055288
  nChanged 20
		SP:Iteration 34Q (9031.680000 sec): 3 clusters
  Score: Raw -1189439.695133 + Penalty 2987.655844 = -1186452.039289
  nChanged 25
		SP:Iteration 35Q (9031.870000 sec): 3 clusters
  Score: Raw -1189446.466582 + Penalty 2987.655844 = -1186458.810738
  nChanged 18
		SP:Iteration 36Q (9032.090000 sec): 3 clusters
  Score: Raw -1189451.040481 + Penalty 2987.655844 = -1186463.384637
  nChanged 20
		SP:Iteration 37Q (9032.340000 sec): 3 clusters
  Score: Raw -1189455.590648 + Penalty 2987.655844 = -1186467.934804
  nChanged 16
		SP:Iteration 38Q (9032.600000 sec): 3 clusters
  Score: Raw -1189459.095936 + Penalty 2987.655844 = -1186471.440092
  nChanged 5
		SP:Iteration 39Q (9032.860000 sec): 3 clusters
  Score: Raw -1189460.047254 + Penalty 2987.655844 = -1186472.391410
  nChanged 2
		SP:Iteration 40F (9033.100000 sec): 3 clusters
  Score: Raw -1189460.475101 + Penalty 2987.655844 = -1186472.819257
  nChanged 3
		SP:Iteration 41Q (9033.360000 sec): 3 clusters
  Score: Raw -1189461.036633 + Penalty 2987.655844 = -1186473.380789
  nChanged 1
		SP:Iteration 42Q (9033.580000 sec): 3 clusters
  Score: Raw -1189461.214439 + Penalty 2987.655844 = -1186473.558595
  nChanged 1
		SP:Iteration 43Q (9033.800000 sec): 3 clusters
  Score: Raw -1189461.325956 + Penalty 2987.655844 = -1186473.670112
  nChanged 1
		SP:Iteration 44Q (9034.030000 sec): 3 clusters
  Score: Raw -1189461.489773 + Penalty 2987.655844 = -1186473.833929
  nChanged 2
		SP:Iteration 45Q (9034.310000 sec): 3 clusters
  Score: Raw -1189461.819907 + Penalty 2987.655844 = -1186474.164063
  nChanged 4
		SP:Iteration 46Q (9034.540000 sec): 3 clusters
  Score: Raw -1189462.572943 + Penalty 2987.655844 = -1186474.917099
  nChanged 1
		SP:Iteration 47Q (9034.780000 sec): 3 clusters
  Score: Raw -1189462.723681 + Penalty 2987.655844 = -1186475.067837
  nChanged 0
		SP:Iteration 48F (9035.020000 sec): 3 clusters
  Score: Raw -1189462.723681 + Penalty 2987.655844 = -1186475.067837
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (25274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9035.240000 sec): 2 clusters
  Score: Raw -2963712.545861 + Penalty 1647.348865 = -2962065.196996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9035.540000 sec): 3 clusters
  Score: Raw -2948136.457979 + Penalty 3294.697730 = -2944841.760248
  nChanged 11631
		SP:Iteration 1F (9035.870000 sec): 3 clusters
  Score: Raw -2954653.530423 + Penalty 3294.697730 = -2951358.832693
  nChanged 1204
		SP:Iteration 2Q (9036.180000 sec): 3 clusters
  Score: Raw -2955093.094465 + Penalty 3294.697730 = -2951798.396734
  nChanged 1185
		SP:Iteration 3Q (9036.550000 sec): 3 clusters
  Score: Raw -2955584.428337 + Penalty 3294.697730 = -2952289.730606
  nChanged 1243
		SP:Iteration 4Q (9036.870000 sec): 3 clusters
  Score: Raw -2956203.257358 + Penalty 3294.697730 = -2952908.559628
  nChanged 1427
		SP:Iteration 5F (9037.120000 sec): 3 clusters
  Score: Raw -2957045.379946 + Penalty 3294.697730 = -2953750.682215
  nChanged 1554
		SP:Iteration 6F (9037.440000 sec): 3 clusters
  Score: Raw -2958125.187542 + Penalty 3294.697730 = -2954830.489811
  nChanged 1701
		SP:Iteration 7F (9037.790000 sec): 3 clusters
  Score: Raw -2959435.780450 + Penalty 3294.697730 = -2956141.082720
  nChanged 1575
		SP:Iteration 8F (9038.110000 sec): 3 clusters
  Score: Raw -2960759.037921 + Penalty 3294.697730 = -2957464.340190
  nChanged 1300
		SP:Iteration 9F (9038.410000 sec): 3 clusters
  Score: Raw -2961881.754114 + Penalty 3294.697730 = -2958587.056383
  nChanged 947
		SP:Iteration 10Q (9038.690000 sec): 3 clusters
  Score: Raw -2962663.140813 + Penalty 3294.697730 = -2959368.443083
  nChanged 629
		SP:Iteration 11Q (9039.010000 sec): 3 clusters
  Score: Raw -2963179.200255 + Penalty 3294.697730 = -2959884.502525
  nChanged 355
		SP:Iteration 12Q (9039.370000 sec): 3 clusters
  Score: Raw -2963459.657531 + Penalty 3294.697730 = -2960164.959801
  nChanged 252
		SP:Iteration 13Q (9039.630000 sec): 3 clusters
  Score: Raw -2963646.407882 + Penalty 3294.697730 = -2960351.710152
  nChanged 170
		SP:Iteration 14Q (9039.940000 sec): 3 clusters
  Score: Raw -2963775.259414 + Penalty 3294.697730 = -2960480.561683
  nChanged 100
		SP:Iteration 15Q (9040.280000 sec): 3 clusters
  Score: Raw -2963843.378986 + Penalty 3294.697730 = -2960548.681256
  nChanged 59
		SP:Iteration 16Q (9040.640000 sec): 3 clusters
  Score: Raw -2963885.160902 + Penalty 3294.697730 = -2960590.463172
  nChanged 46
		SP:Iteration 17Q (9040.920000 sec): 3 clusters
  Score: Raw -2963923.511145 + Penalty 3294.697730 = -2960628.813414
  nChanged 40
		SP:Iteration 18Q (9041.190000 sec): 3 clusters
  Score: Raw -2963954.933191 + Penalty 3294.697730 = -2960660.235461
  nChanged 34
		SP:Iteration 19Q (9041.520000 sec): 3 clusters
  Score: Raw -2963984.064449 + Penalty 3294.697730 = -2960689.366719
  nChanged 32
		SP:Iteration 20F (9041.800000 sec): 3 clusters
  Score: Raw -2964009.764616 + Penalty 3294.697730 = -2960715.066886
  nChanged 21
		SP:Iteration 21Q (9042.070000 sec): 3 clusters
  Score: Raw -2964024.708346 + Penalty 3294.697730 = -2960730.010615
  nChanged 16
		SP:Iteration 22Q (9042.300000 sec): 3 clusters
  Score: Raw -2964030.655857 + Penalty 3294.697730 = -2960735.958126
  nChanged 9
		SP:Iteration 23Q (9042.610000 sec): 3 clusters
  Score: Raw -2964033.745675 + Penalty 3294.697730 = -2960739.047945
  nChanged 0
		SP:Iteration 24F (9042.940000 sec): 3 clusters
  Score: Raw -2964033.745675 + Penalty 3294.697730 = -2960739.047945
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (7525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9043.070000 sec): 2 clusters
  Score: Raw -902115.950031 + Penalty 1450.472740 = -900665.477292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9043.250000 sec): 3 clusters
  Score: Raw -897987.310857 + Penalty 2900.945479 = -895086.365377
  nChanged 3166
		SP:Iteration 1F (9043.470000 sec): 3 clusters
  Score: Raw -899896.953302 + Penalty 2900.945479 = -896996.007823
  nChanged 576
		SP:Iteration 2F (9043.670000 sec): 3 clusters
  Score: Raw -900210.935875 + Penalty 2900.945479 = -897309.990396
  nChanged 433
		SP:Iteration 3F (9043.920000 sec): 3 clusters
  Score: Raw -900482.546505 + Penalty 2900.945479 = -897581.601026
  nChanged 434
		SP:Iteration 4F (9044.180000 sec): 3 clusters
  Score: Raw -900779.589448 + Penalty 2900.945479 = -897878.643969
  nChanged 428
		SP:Iteration 5F (9044.440000 sec): 3 clusters
  Score: Raw -901106.551890 + Penalty 2900.945479 = -898205.606411
  nChanged 417
		SP:Iteration 6F (9044.670000 sec): 3 clusters
  Score: Raw -901370.229146 + Penalty 2900.945479 = -898469.283667
  nChanged 365
		SP:Iteration 7Q (9044.870000 sec): 3 clusters
  Score: Raw -901586.085842 + Penalty 2900.945479 = -898685.140363
  nChanged 286
		SP:Iteration 8Q (9045.080000 sec): 3 clusters
  Score: Raw -901737.715034 + Penalty 2900.945479 = -898836.769555
  nChanged 216
		SP:Iteration 9Q (9045.300000 sec): 3 clusters
  Score: Raw -901839.321174 + Penalty 2900.945479 = -898938.375695
  nChanged 199
		SP:Iteration 10Q (9045.460000 sec): 3 clusters
  Score: Raw -901925.350345 + Penalty 2900.945479 = -899024.404866
  nChanged 180
		SP:Iteration 11Q (9045.690000 sec): 3 clusters
  Score: Raw -902001.735627 + Penalty 2900.945479 = -899100.790148
  nChanged 146
		SP:Iteration 12Q (9045.910000 sec): 3 clusters
  Score: Raw -902052.696199 + Penalty 2900.945479 = -899151.750720
  nChanged 106
		SP:Iteration 13Q (9046.110000 sec): 3 clusters
  Score: Raw -902088.538316 + Penalty 2900.945479 = -899187.592837
  nChanged 88
		SP:Iteration 14Q (9046.330000 sec): 3 clusters
  Score: Raw -902113.273073 + Penalty 2900.945479 = -899212.327594
  nChanged 70
		SP:Iteration 15Q (9046.540000 sec): 3 clusters
  Score: Raw -902132.454434 + Penalty 2900.945479 = -899231.508955
  nChanged 55
		SP:Iteration 16Q (9046.730000 sec): 3 clusters
  Score: Raw -902146.737242 + Penalty 2900.945479 = -899245.791762
  nChanged 52
		SP:Iteration 17Q (9046.960000 sec): 3 clusters
  Score: Raw -902161.051349 + Penalty 2900.945479 = -899260.105870
  nChanged 68
		SP:Iteration 18Q (9047.170000 sec): 3 clusters
  Score: Raw -902178.726460 + Penalty 2900.945479 = -899277.780981
  nChanged 54
		SP:Iteration 19Q (9047.390000 sec): 3 clusters
  Score: Raw -902190.168059 + Penalty 2900.945479 = -899289.222580
  nChanged 47
		SP:Iteration 20F (9047.600000 sec): 3 clusters
  Score: Raw -902199.687092 + Penalty 2900.945479 = -899298.741613
  nChanged 44
		SP:Iteration 21Q (9047.860000 sec): 3 clusters
  Score: Raw -902208.527309 + Penalty 2900.945479 = -899307.581830
  nChanged 36
		SP:Iteration 22Q (9048.110000 sec): 3 clusters
  Score: Raw -902215.532245 + Penalty 2900.945479 = -899314.586766
  nChanged 35
		SP:Iteration 23Q (9048.320000 sec): 3 clusters
  Score: Raw -902222.066474 + Penalty 2900.945479 = -899321.120995
  nChanged 30
		SP:Iteration 24Q (9048.540000 sec): 3 clusters
  Score: Raw -902227.911756 + Penalty 2900.945479 = -899326.966277
  nChanged 27
		SP:Iteration 25Q (9048.820000 sec): 3 clusters
  Score: Raw -902232.598665 + Penalty 2900.945479 = -899331.653186
  nChanged 24
		SP:Iteration 26Q (9049.100000 sec): 3 clusters
  Score: Raw -902236.883784 + Penalty 2900.945479 = -899335.938305
  nChanged 17
		SP:Iteration 27Q (9049.300000 sec): 3 clusters
  Score: Raw -902239.247900 + Penalty 2900.945479 = -899338.302421
  nChanged 16
		SP:Iteration 28Q (9049.510000 sec): 3 clusters
  Score: Raw -902241.944875 + Penalty 2900.945479 = -899340.999396
  nChanged 16
		SP:Iteration 29Q (9049.750000 sec): 3 clusters
  Score: Raw -902243.962505 + Penalty 2900.945479 = -899343.017026
  nChanged 12
		SP:Iteration 30Q (9049.940000 sec): 3 clusters
  Score: Raw -902245.859137 + Penalty 2900.945479 = -899344.913658
  nChanged 14
		SP:Iteration 31Q (9050.220000 sec): 3 clusters
  Score: Raw -902247.877006 + Penalty 2900.945479 = -899346.931526
  nChanged 13
		SP:Iteration 32Q (9050.450000 sec): 3 clusters
  Score: Raw -902249.772588 + Penalty 2900.945479 = -899348.827109
  nChanged 12
		SP:Iteration 33Q (9050.650000 sec): 3 clusters
  Score: Raw -902251.883563 + Penalty 2900.945479 = -899350.938084
  nChanged 11
		SP:Iteration 34Q (9050.850000 sec): 3 clusters
  Score: Raw -902253.468110 + Penalty 2900.945479 = -899352.522631
  nChanged 8
		SP:Iteration 35Q (9051.130000 sec): 3 clusters
  Score: Raw -902254.450292 + Penalty 2900.945479 = -899353.504813
  nChanged 5
		SP:Iteration 36Q (9051.320000 sec): 3 clusters
  Score: Raw -902255.029206 + Penalty 2900.945479 = -899354.083727
  nChanged 3
		SP:Iteration 37Q (9051.530000 sec): 3 clusters
  Score: Raw -902255.352366 + Penalty 2900.945479 = -899354.406887
  nChanged 5
		SP:Iteration 38Q (9051.750000 sec): 3 clusters
  Score: Raw -902255.818729 + Penalty 2900.945479 = -899354.873250
  nChanged 4
		SP:Iteration 39Q (9051.950000 sec): 3 clusters
  Score: Raw -902256.580795 + Penalty 2900.945479 = -899355.635316
  nChanged 8
		SP:Iteration 40F (9052.180000 sec): 3 clusters
  Score: Raw -902257.376512 + Penalty 2900.945479 = -899356.431033
  nChanged 6
		SP:Iteration 41Q (9052.370000 sec): 3 clusters
  Score: Raw -902257.898790 + Penalty 2900.945479 = -899356.953311
  nChanged 1
		SP:Iteration 42Q (9052.650000 sec): 3 clusters
  Score: Raw -902258.104164 + Penalty 2900.945479 = -899357.158685
  nChanged 1
		SP:Iteration 43Q (9052.880000 sec): 3 clusters
  Score: Raw -902258.148933 + Penalty 2900.945479 = -899357.203453
  nChanged 0
		SP:Iteration 44F (9053.090000 sec): 3 clusters
  Score: Raw -902258.148933 + Penalty 2900.945479 = -899357.203453
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (1268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9053.200000 sec): 2 clusters
  Score: Raw -139870.684711 + Penalty 1161.094372 = -138709.590339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9053.380000 sec): 3 clusters
  Score: Raw -139493.658178 + Penalty 2322.188744 = -137171.469434
  nChanged 424
		SP:Iteration 1F (9053.540000 sec): 3 clusters
  Score: Raw -140347.178852 + Penalty 2322.188744 = -138024.990108
  nChanged 182
		SP:Iteration 2F (9053.710000 sec): 3 clusters
  Score: Raw -141353.946439 + Penalty 2322.188744 = -139031.757695
  nChanged 143
		SP:Iteration 3F (9053.870000 sec): 3 clusters
  Score: Raw -141812.346157 + Penalty 2322.188744 = -139490.157413
  nChanged 78
		SP:Iteration 4F (9054.010000 sec): 3 clusters
  Score: Raw -141967.664211 + Penalty 2322.188744 = -139645.475468
  nChanged 38
		SP:Iteration 5Q (9054.200000 sec): 3 clusters
  Score: Raw -142046.615442 + Penalty 2322.188744 = -139724.426698
  nChanged 18
		SP:Iteration 6Q (9054.340000 sec): 3 clusters
  Score: Raw -142097.252857 + Penalty 2322.188744 = -139775.064113
  nChanged 8
		SP:Iteration 7Q (9054.530000 sec): 3 clusters
  Score: Raw -142115.020318 + Penalty 2322.188744 = -139792.831574
  nChanged 5
		SP:Iteration 8Q (9054.670000 sec): 3 clusters
  Score: Raw -142125.357084 + Penalty 2322.188744 = -139803.168340
  nChanged 3
		SP:Iteration 9Q (9054.850000 sec): 3 clusters
  Score: Raw -142129.792663 + Penalty 2322.188744 = -139807.603919
  nChanged 3
		SP:Iteration 10Q (9055.110000 sec): 3 clusters
  Score: Raw -142139.500787 + Penalty 2322.188744 = -139817.312044
  nChanged 3
		SP:Iteration 11Q (9055.270000 sec): 3 clusters
  Score: Raw -142144.283146 + Penalty 2322.188744 = -139822.094402
  nChanged 0
		SP:Iteration 12F (9055.470000 sec): 3 clusters
  Score: Raw -142144.283146 + Penalty 2322.188744 = -139822.094402
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9055.610000 sec): 2 clusters
  Score: Raw -97198.777902 + Penalty 1119.393025 = -96079.384877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9055.790000 sec): 3 clusters
  Score: Raw -97063.592477 + Penalty 2238.786049 = -94824.806427
  nChanged 339
		SP:Iteration 1F (9055.980000 sec): 3 clusters
  Score: Raw -98115.227565 + Penalty 2238.786049 = -95876.441516
  nChanged 213
		SP:Iteration 2F (9056.150000 sec): 3 clusters
  Score: Raw -99630.225417 + Penalty 2238.786049 = -97391.439367
  nChanged 128
		SP:Iteration 3F (9056.330000 sec): 3 clusters
  Score: Raw -101062.727067 + Penalty 2238.786049 = -98823.941018
  nChanged 23
		SP:Iteration 4Q (9056.490000 sec): 3 clusters
  Score: Raw -101222.565020 + Penalty 2238.786049 = -98983.778971
  nChanged 5
		SP:Iteration 5Q (9056.680000 sec): 3 clusters
  Score: Raw -101244.946039 + Penalty 2238.786049 = -99006.159990
  nChanged 1
		SP:Iteration 6Q (9056.840000 sec): 3 clusters
  Score: Raw -101246.228039 + Penalty 2238.786049 = -99007.441989
  nChanged 0
		SP:Iteration 7F (9057.030000 sec): 3 clusters
  Score: Raw -101246.228039 + Penalty 2238.786049 = -99007.441989
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (361838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9058.750000 sec): 2 clusters
  Score: Raw -43325800.103805 + Penalty 2079.829680 = -43323720.274125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9060.510000 sec): 3 clusters
  Score: Raw -43084050.092806 + Penalty 4159.659360 = -43079890.433446
  nChanged 176541
		SP:Iteration 1F (9062.310000 sec): 3 clusters
  Score: Raw -43192580.057762 + Penalty 4159.659360 = -43188420.398402
  nChanged 14182
		SP:Iteration 2Q (9064.140000 sec): 3 clusters
  Score: Raw -43197515.538424 + Penalty 4159.659360 = -43193355.879064
  nChanged 18495
		SP:Iteration 3F (9065.820000 sec): 3 clusters
  Score: Raw -43205704.624730 + Penalty 4159.659360 = -43201544.965370
  nChanged 22952
		SP:Iteration 4F (9067.630000 sec): 3 clusters
  Score: Raw -43218155.862124 + Penalty 4159.659360 = -43213996.202764
  nChanged 25942
		SP:Iteration 5F (9069.300000 sec): 3 clusters
  Score: Raw -43234537.031718 + Penalty 4159.659360 = -43230377.372358
  nChanged 26325
		SP:Iteration 6F (9071.120000 sec): 3 clusters
  Score: Raw -43253159.324549 + Penalty 4159.659360 = -43248999.665189
  nChanged 23946
		SP:Iteration 7F (9073.000000 sec): 3 clusters
  Score: Raw -43272334.577290 + Penalty 4159.659360 = -43268174.917930
  nChanged 20431
		SP:Iteration 8F (9074.730000 sec): 3 clusters
  Score: Raw -43290522.681114 + Penalty 4159.659360 = -43286363.021754
  nChanged 15231
		SP:Iteration 9Q (9076.730000 sec): 3 clusters
  Score: Raw -43304919.409571 + Penalty 4159.659360 = -43300759.750211
  nChanged 9786
		SP:Iteration 10Q (9078.860000 sec): 3 clusters
  Score: Raw -43314520.162230 + Penalty 4159.659360 = -43310360.502870
  nChanged 5513
		SP:Iteration 11Q (9080.560000 sec): 3 clusters
  Score: Raw -43319736.674981 + Penalty 4159.659360 = -43315577.015621
  nChanged 3172
		SP:Iteration 12Q (9082.160000 sec): 3 clusters
  Score: Raw -43322253.390745 + Penalty 4159.659360 = -43318093.731385
  nChanged 2000
		SP:Iteration 13Q (9083.910000 sec): 3 clusters
  Score: Raw -43323595.722653 + Penalty 4159.659360 = -43319436.063293
  nChanged 1413
		SP:Iteration 14Q (9085.520000 sec): 3 clusters
  Score: Raw -43324399.774528 + Penalty 4159.659360 = -43320240.115168
  nChanged 1130
		SP:Iteration 15Q (9087.140000 sec): 3 clusters
  Score: Raw -43324961.121544 + Penalty 4159.659360 = -43320801.462184
  nChanged 852
		SP:Iteration 16Q (9088.780000 sec): 3 clusters
  Score: Raw -43325317.735087 + Penalty 4159.659360 = -43321158.075727
  nChanged 686
		SP:Iteration 17Q (9090.480000 sec): 3 clusters
  Score: Raw -43325564.553359 + Penalty 4159.659360 = -43321404.893999
  nChanged 607
		SP:Iteration 18Q (9091.900000 sec): 3 clusters
  Score: Raw -43325763.540900 + Penalty 4159.659360 = -43321603.881540
  nChanged 493
		SP:Iteration 19Q (9093.470000 sec): 3 clusters
  Score: Raw -43325914.912554 + Penalty 4159.659360 = -43321755.253194
  nChanged 406
		SP:Iteration 20F (9095.280000 sec): 3 clusters
  Score: Raw -43326023.074205 + Penalty 4159.659360 = -43321863.414845
  nChanged 322
		SP:Iteration 21Q (9096.740000 sec): 3 clusters
  Score: Raw -43326102.953408 + Penalty 4159.659360 = -43321943.294048
  nChanged 283
		SP:Iteration 22Q (9098.340000 sec): 3 clusters
  Score: Raw -43326168.598701 + Penalty 4159.659360 = -43322008.939341
  nChanged 244
		SP:Iteration 23Q (9099.880000 sec): 3 clusters
  Score: Raw -43326221.127135 + Penalty 4159.659360 = -43322061.467775
  nChanged 220
		SP:Iteration 24Q (9101.330000 sec): 3 clusters
  Score: Raw -43326267.676241 + Penalty 4159.659360 = -43322108.016881
  nChanged 207
		SP:Iteration 25Q (9102.970000 sec): 3 clusters
  Score: Raw -43326306.902643 + Penalty 4159.659360 = -43322147.243283
  nChanged 179
		SP:Iteration 26Q (9104.360000 sec): 3 clusters
  Score: Raw -43326341.892724 + Penalty 4159.659360 = -43322182.233364
  nChanged 167
		SP:Iteration 27Q (9105.890000 sec): 3 clusters
  Score: Raw -43326371.509099 + Penalty 4159.659360 = -43322211.849739
  nChanged 140
		SP:Iteration 28Q (9107.450000 sec): 3 clusters
  Score: Raw -43326399.607775 + Penalty 4159.659360 = -43322239.948415
  nChanged 139
		SP:Iteration 29Q (9108.860000 sec): 3 clusters
  Score: Raw -43326428.922331 + Penalty 4159.659360 = -43322269.262971
  nChanged 128
		SP:Iteration 30Q (9110.340000 sec): 3 clusters
  Score: Raw -43326451.331529 + Penalty 4159.659360 = -43322291.672169
  nChanged 115
		SP:Iteration 31Q (9111.860000 sec): 3 clusters
  Score: Raw -43326472.933547 + Penalty 4159.659360 = -43322313.274187
  nChanged 109
		SP:Iteration 32Q (9113.280000 sec): 3 clusters
  Score: Raw -43326491.636329 + Penalty 4159.659360 = -43322331.976969
  nChanged 89
		SP:Iteration 33Q (9114.910000 sec): 3 clusters
  Score: Raw -43326506.541670 + Penalty 4159.659360 = -43322346.882310
  nChanged 67
		SP:Iteration 34Q (9116.490000 sec): 3 clusters
  Score: Raw -43326516.411889 + Penalty 4159.659360 = -43322356.752529
  nChanged 62
		SP:Iteration 35Q (9117.930000 sec): 3 clusters
  Score: Raw -43326525.347851 + Penalty 4159.659360 = -43322365.688491
  nChanged 53
		SP:Iteration 36Q (9119.460000 sec): 3 clusters
  Score: Raw -43326533.464492 + Penalty 4159.659360 = -43322373.805132
  nChanged 40
		SP:Iteration 37Q (9120.910000 sec): 3 clusters
  Score: Raw -43326539.278150 + Penalty 4159.659360 = -43322379.618790
  nChanged 39
		SP:Iteration 38Q (9122.360000 sec): 3 clusters
  Score: Raw -43326545.384411 + Penalty 4159.659360 = -43322385.725051
  nChanged 45
		SP:Iteration 39Q (9124.110000 sec): 3 clusters
  Score: Raw -43326551.881924 + Penalty 4159.659360 = -43322392.222564
  nChanged 32
		SP:Iteration 40F (9126.040000 sec): 3 clusters
  Score: Raw -43326555.629946 + Penalty 4159.659360 = -43322395.970586
  nChanged 17
		SP:Iteration 41Q (9127.570000 sec): 3 clusters
  Score: Raw -43326557.075901 + Penalty 4159.659360 = -43322397.416541
  nChanged 17
		SP:Iteration 42Q (9129.090000 sec): 3 clusters
  Score: Raw -43326558.840636 + Penalty 4159.659360 = -43322399.181276
  nChanged 17
		SP:Iteration 43Q (9130.730000 sec): 3 clusters
  Score: Raw -43326560.990496 + Penalty 4159.659360 = -43322401.331136
  nChanged 19
		SP:Iteration 44Q (9132.110000 sec): 3 clusters
  Score: Raw -43326563.582664 + Penalty 4159.659360 = -43322403.923304
  nChanged 18
		SP:Iteration 45Q (9133.600000 sec): 3 clusters
  Score: Raw -43326565.361568 + Penalty 4159.659360 = -43322405.702208
  nChanged 11
		SP:Iteration 46Q (9135.040000 sec): 3 clusters
  Score: Raw -43326566.477257 + Penalty 4159.659360 = -43322406.817897
  nChanged 6
		SP:Iteration 47Q (9136.590000 sec): 3 clusters
  Score: Raw -43326567.014160 + Penalty 4159.659360 = -43322407.354800
  nChanged 8
		SP:Iteration 48Q (9138.160000 sec): 3 clusters
  Score: Raw -43326568.033393 + Penalty 4159.659360 = -43322408.374033
  nChanged 12
		SP:Iteration 49Q (9139.640000 sec): 3 clusters
  Score: Raw -43326568.939829 + Penalty 4159.659360 = -43322409.280469
  nChanged 5
		SP:Iteration 50Q (9141.070000 sec): 3 clusters
  Score: Raw -43326569.425735 + Penalty 4159.659360 = -43322409.766375
  nChanged 3
		SP:Iteration 51Q (9142.550000 sec): 3 clusters
  Score: Raw -43326569.713106 + Penalty 4159.659360 = -43322410.053746
  nChanged 4
		SP:Iteration 52Q (9144.000000 sec): 3 clusters
  Score: Raw -43326570.521142 + Penalty 4159.659360 = -43322410.861782
  nChanged 10
		SP:Iteration 53Q (9145.410000 sec): 3 clusters
  Score: Raw -43326572.125966 + Penalty 4159.659360 = -43322412.466607
  nChanged 10
		SP:Iteration 54Q (9147.010000 sec): 3 clusters
  Score: Raw -43326573.587761 + Penalty 4159.659360 = -43322413.928401
  nChanged 13
		SP:Iteration 55Q (9148.580000 sec): 3 clusters
  Score: Raw -43326575.848917 + Penalty 4159.659360 = -43322416.189557
  nChanged 18
		SP:Iteration 56Q (9149.960000 sec): 3 clusters
  Score: Raw -43326579.169356 + Penalty 4159.659360 = -43322419.509996
  nChanged 20
		SP:Iteration 57Q (9151.560000 sec): 3 clusters
  Score: Raw -43326581.912345 + Penalty 4159.659360 = -43322422.252985
  nChanged 24
		SP:Iteration 58Q (9152.980000 sec): 3 clusters
  Score: Raw -43326585.919200 + Penalty 4159.659360 = -43322426.259840
  nChanged 25
		SP:Iteration 59Q (9154.460000 sec): 3 clusters
  Score: Raw -43326589.508892 + Penalty 4159.659360 = -43322429.849532
  nChanged 21
		SP:Iteration 60F (9156.330000 sec): 3 clusters
  Score: Raw -43326591.902856 + Penalty 4159.659360 = -43322432.243496
  nChanged 14
		SP:Iteration 61Q (9157.920000 sec): 3 clusters
  Score: Raw -43326593.132509 + Penalty 4159.659360 = -43322433.473149
  nChanged 8
		SP:Iteration 62Q (9159.310000 sec): 3 clusters
  Score: Raw -43326593.901722 + Penalty 4159.659360 = -43322434.242362
  nChanged 10
		SP:Iteration 63Q (9160.950000 sec): 3 clusters
  Score: Raw -43326594.970211 + Penalty 4159.659360 = -43322435.310851
  nChanged 12
		SP:Iteration 64Q (9162.430000 sec): 3 clusters
  Score: Raw -43326596.321417 + Penalty 4159.659360 = -43322436.662057
  nChanged 11
		SP:Iteration 65Q (9163.850000 sec): 3 clusters
  Score: Raw -43326597.415615 + Penalty 4159.659360 = -43322437.756255
  nChanged 8
		SP:Iteration 66Q (9165.350000 sec): 3 clusters
  Score: Raw -43326598.233312 + Penalty 4159.659360 = -43322438.573952
  nChanged 6
		SP:Iteration 67Q (9166.750000 sec): 3 clusters
  Score: Raw -43326598.787209 + Penalty 4159.659360 = -43322439.127849
  nChanged 7
		SP:Iteration 68Q (9168.050000 sec): 3 clusters
  Score: Raw -43326599.537286 + Penalty 4159.659360 = -43322439.877926
  nChanged 9
		SP:Iteration 69Q (9169.380000 sec): 3 clusters
  Score: Raw -43326600.739026 + Penalty 4159.659360 = -43322441.079666
  nChanged 12
		SP:Iteration 70Q (9170.670000 sec): 3 clusters
  Score: Raw -43326602.430352 + Penalty 4159.659360 = -43322442.770992
  nChanged 9
		SP:Iteration 71Q (9171.980000 sec): 3 clusters
  Score: Raw -43326603.778229 + Penalty 4159.659360 = -43322444.118869
  nChanged 11
		SP:Iteration 72Q (9173.780000 sec): 3 clusters
  Score: Raw -43326605.247634 + Penalty 4159.659360 = -43322445.588275
  nChanged 10
		SP:Iteration 73Q (9175.560000 sec): 3 clusters
  Score: Raw -43326606.134592 + Penalty 4159.659360 = -43322446.475232
  nChanged 9
		SP:Iteration 74Q (9177.200000 sec): 3 clusters
  Score: Raw -43326607.132309 + Penalty 4159.659360 = -43322447.472949
  nChanged 8
		SP:Iteration 75Q (9178.900000 sec): 3 clusters
  Score: Raw -43326607.991281 + Penalty 4159.659360 = -43322448.331921
  nChanged 4
		SP:Iteration 76Q (9180.340000 sec): 3 clusters
  Score: Raw -43326608.598331 + Penalty 4159.659360 = -43322448.938971
  nChanged 5
		SP:Iteration 77Q (9181.700000 sec): 3 clusters
  Score: Raw -43326609.383544 + Penalty 4159.659360 = -43322449.724184
  nChanged 5
		SP:Iteration 78Q (9183.260000 sec): 3 clusters
  Score: Raw -43326609.948171 + Penalty 4159.659360 = -43322450.288811
  nChanged 2
		SP:Iteration 79Q (9184.720000 sec): 3 clusters
  Score: Raw -43326610.012027 + Penalty 4159.659360 = -43322450.352667
  nChanged 0
		SP:Iteration 80F (9186.380000 sec): 3 clusters
  Score: Raw -43326610.012027 + Penalty 4159.659360 = -43322450.352667
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9186.640000 sec): 2 clusters
  Score: Raw -123231.757862 + Penalty 1126.205399 = -122105.552462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9186.800000 sec): 3 clusters
  Score: Raw -122920.091968 + Penalty 2252.410799 = -120667.681169
  nChanged 318
		SP:Iteration 1F (9186.960000 sec): 3 clusters
  Score: Raw -123226.354112 + Penalty 2252.410799 = -120973.943313
  nChanged 94
		SP:Iteration 2F (9187.120000 sec): 3 clusters
  Score: Raw -123363.307133 + Penalty 2252.410799 = -121110.896334
  nChanged 62
		SP:Iteration 3F (9187.280000 sec): 3 clusters
  Score: Raw -123484.006819 + Penalty 2252.410799 = -121231.596020
  nChanged 60
		SP:Iteration 4F (9187.400000 sec): 3 clusters
  Score: Raw -123571.479702 + Penalty 2252.410799 = -121319.068903
  nChanged 42
		SP:Iteration 5Q (9187.560000 sec): 3 clusters
  Score: Raw -123653.988098 + Penalty 2252.410799 = -121401.577299
  nChanged 47
		SP:Iteration 6Q (9187.720000 sec): 3 clusters
  Score: Raw -123729.368242 + Penalty 2252.410799 = -121476.957443
  nChanged 38
		SP:Iteration 7Q (9187.830000 sec): 3 clusters
  Score: Raw -123771.958022 + Penalty 2252.410799 = -121519.547223
  nChanged 21
		SP:Iteration 8Q (9187.990000 sec): 3 clusters
  Score: Raw -123799.871793 + Penalty 2252.410799 = -121547.460995
  nChanged 15
		SP:Iteration 9Q (9188.170000 sec): 3 clusters
  Score: Raw -123820.055003 + Penalty 2252.410799 = -121567.644204
  nChanged 14
		SP:Iteration 10Q (9188.340000 sec): 3 clusters
  Score: Raw -123840.691533 + Penalty 2252.410799 = -121588.280734
  nChanged 7
		SP:Iteration 11Q (9188.540000 sec): 3 clusters
  Score: Raw -123849.512523 + Penalty 2252.410799 = -121597.101724
  nChanged 9
		SP:Iteration 12Q (9188.700000 sec): 3 clusters
  Score: Raw -123865.180578 + Penalty 2252.410799 = -121612.769780
  nChanged 6
		SP:Iteration 13Q (9188.870000 sec): 3 clusters
  Score: Raw -123878.976985 + Penalty 2252.410799 = -121626.566186
  nChanged 6
		SP:Iteration 14Q (9189.020000 sec): 3 clusters
  Score: Raw -123892.047007 + Penalty 2252.410799 = -121639.636208
  nChanged 3
		SP:Iteration 15Q (9189.180000 sec): 3 clusters
  Score: Raw -123895.030895 + Penalty 2252.410799 = -121642.620096
  nChanged 1
		SP:Iteration 16Q (9189.290000 sec): 3 clusters
  Score: Raw -123896.471243 + Penalty 2252.410799 = -121644.060444
  nChanged 0
		SP:Iteration 17F (9189.480000 sec): 3 clusters
  Score: Raw -123898.651006 + Penalty 2252.410799 = -121646.240207
  nChanged 1
		SP:Iteration 18Q (9189.670000 sec): 3 clusters
  Score: Raw -123901.819175 + Penalty 2252.410799 = -121649.408376
  nChanged 3
		SP:Iteration 19Q (9189.800000 sec): 3 clusters
  Score: Raw -123905.245094 + Penalty 2252.410799 = -121652.834295
  nChanged 1
		SP:Iteration 20F (9189.930000 sec): 3 clusters
  Score: Raw -123906.335427 + Penalty 2252.410799 = -121653.924629
  nChanged 1
		SP:Iteration 21Q (9190.060000 sec): 3 clusters
  Score: Raw -123907.059682 + Penalty 2252.410799 = -121654.648883
  nChanged 1
		SP:Iteration 22Q (9190.240000 sec): 3 clusters
  Score: Raw -123908.120156 + Penalty 2252.410799 = -121655.709358
  nChanged 1
		SP:Iteration 23Q (9190.360000 sec): 3 clusters
  Score: Raw -123908.866772 + Penalty 2252.410799 = -121656.455973
  nChanged 1
		SP:Iteration 24Q (9190.490000 sec): 3 clusters
  Score: Raw -123909.614351 + Penalty 2252.410799 = -121657.203552
  nChanged 1
		SP:Iteration 25Q (9190.640000 sec): 3 clusters
  Score: Raw -123911.344007 + Penalty 2252.410799 = -121658.933208
  nChanged 2
		SP:Iteration 26Q (9190.780000 sec): 3 clusters
  Score: Raw -123912.780745 + Penalty 2252.410799 = -121660.369946
  nChanged 2
		SP:Iteration 27Q (9190.900000 sec): 3 clusters
  Score: Raw -123914.817013 + Penalty 2252.410799 = -121662.406214
  nChanged 3
		SP:Iteration 28Q (9191.070000 sec): 3 clusters
  Score: Raw -123916.621129 + Penalty 2252.410799 = -121664.210330
  nChanged 0
		SP:Iteration 29F (9191.260000 sec): 3 clusters
  Score: Raw -123916.621129 + Penalty 2252.410799 = -121664.210330
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9191.540000 sec): 2 clusters
  Score: Raw -3631364.623089 + Penalty 1674.041487 = -3629690.581602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9191.890000 sec): 3 clusters
  Score: Raw -3613102.881125 + Penalty 3348.082973 = -3609754.798151
  nChanged 13673
		SP:Iteration 1F (9192.240000 sec): 3 clusters
  Score: Raw -3620935.898673 + Penalty 3348.082973 = -3617587.815700
  nChanged 1445
		SP:Iteration 2Q (9192.550000 sec): 3 clusters
  Score: Raw -3621453.022223 + Penalty 3348.082973 = -3618104.939250
  nChanged 1372
		SP:Iteration 3Q (9192.950000 sec): 3 clusters
  Score: Raw -3622004.702785 + Penalty 3348.082973 = -3618656.619812
  nChanged 1401
		SP:Iteration 4Q (9193.260000 sec): 3 clusters
  Score: Raw -3622674.901399 + Penalty 3348.082973 = -3619326.818426
  nChanged 1469
		SP:Iteration 5Q (9193.550000 sec): 3 clusters
  Score: Raw -3623491.644280 + Penalty 3348.082973 = -3620143.561307
  nChanged 1531
		SP:Iteration 6F (9194.000000 sec): 3 clusters
  Score: Raw -3624464.573970 + Penalty 3348.082973 = -3621116.490997
  nChanged 1593
		SP:Iteration 7F (9194.360000 sec): 3 clusters
  Score: Raw -3625498.810621 + Penalty 3348.082973 = -3622150.727648
  nChanged 1510
		SP:Iteration 8F (9194.700000 sec): 3 clusters
  Score: Raw -3626534.727534 + Penalty 3348.082973 = -3623186.644561
  nChanged 1478
		SP:Iteration 9Q (9195.060000 sec): 3 clusters
  Score: Raw -3627588.189969 + Penalty 3348.082973 = -3624240.106995
  nChanged 1389
		SP:Iteration 10Q (9195.420000 sec): 3 clusters
  Score: Raw -3628510.733798 + Penalty 3348.082973 = -3625162.650825
  nChanged 1268
		SP:Iteration 11Q (9195.740000 sec): 3 clusters
  Score: Raw -3629318.527401 + Penalty 3348.082973 = -3625970.444427
  nChanged 1091
		SP:Iteration 12Q (9196.010000 sec): 3 clusters
  Score: Raw -3629957.143473 + Penalty 3348.082973 = -3626609.060500
  nChanged 901
		SP:Iteration 13Q (9196.350000 sec): 3 clusters
  Score: Raw -3630409.948436 + Penalty 3348.082973 = -3627061.865463
  nChanged 700
		SP:Iteration 14Q (9196.720000 sec): 3 clusters
  Score: Raw -3630725.811411 + Penalty 3348.082973 = -3627377.728438
  nChanged 560
		SP:Iteration 15Q (9197.030000 sec): 3 clusters
  Score: Raw -3630961.738926 + Penalty 3348.082973 = -3627613.655953
  nChanged 435
		SP:Iteration 16Q (9197.390000 sec): 3 clusters
  Score: Raw -3631139.198119 + Penalty 3348.082973 = -3627791.115146
  nChanged 370
		SP:Iteration 17Q (9197.730000 sec): 3 clusters
  Score: Raw -3631290.273933 + Penalty 3348.082973 = -3627942.190960
  nChanged 283
		SP:Iteration 18Q (9198.070000 sec): 3 clusters
  Score: Raw -3631386.932427 + Penalty 3348.082973 = -3628038.849454
  nChanged 189
		SP:Iteration 19Q (9198.370000 sec): 3 clusters
  Score: Raw -3631447.016478 + Penalty 3348.082973 = -3628098.933505
  nChanged 169
		SP:Iteration 20F (9198.700000 sec): 3 clusters
  Score: Raw -3631502.046591 + Penalty 3348.082973 = -3628153.963617
  nChanged 147
		SP:Iteration 21Q (9199.020000 sec): 3 clusters
  Score: Raw -3631553.010150 + Penalty 3348.082973 = -3628204.927177
  nChanged 125
		SP:Iteration 22Q (9199.420000 sec): 3 clusters
  Score: Raw -3631596.974441 + Penalty 3348.082973 = -3628248.891468
  nChanged 105
		SP:Iteration 23Q (9199.750000 sec): 3 clusters
  Score: Raw -3631627.895757 + Penalty 3348.082973 = -3628279.812784
  nChanged 95
		SP:Iteration 24Q (9200.080000 sec): 3 clusters
  Score: Raw -3631656.211918 + Penalty 3348.082973 = -3628308.128945
  nChanged 66
		SP:Iteration 25Q (9200.450000 sec): 3 clusters
  Score: Raw -3631675.043393 + Penalty 3348.082973 = -3628326.960420
  nChanged 56
		SP:Iteration 26Q (9200.790000 sec): 3 clusters
  Score: Raw -3631690.314610 + Penalty 3348.082973 = -3628342.231637
  nChanged 39
		SP:Iteration 27Q (9201.060000 sec): 3 clusters
  Score: Raw -3631700.506459 + Penalty 3348.082973 = -3628352.423486
  nChanged 33
		SP:Iteration 28Q (9201.380000 sec): 3 clusters
  Score: Raw -3631708.856966 + Penalty 3348.082973 = -3628360.773993
  nChanged 26
		SP:Iteration 29Q (9201.680000 sec): 3 clusters
  Score: Raw -3631716.309041 + Penalty 3348.082973 = -3628368.226068
  nChanged 24
		SP:Iteration 30Q (9202.020000 sec): 3 clusters
  Score: Raw -3631721.429641 + Penalty 3348.082973 = -3628373.346668
  nChanged 17
		SP:Iteration 31Q (9202.360000 sec): 3 clusters
  Score: Raw -3631724.991097 + Penalty 3348.082973 = -3628376.908124
  nChanged 14
		SP:Iteration 32Q (9202.750000 sec): 3 clusters
  Score: Raw -3631727.243214 + Penalty 3348.082973 = -3628379.160241
  nChanged 12
		SP:Iteration 33Q (9203.060000 sec): 3 clusters
  Score: Raw -3631729.334025 + Penalty 3348.082973 = -3628381.251052
  nChanged 4
		SP:Iteration 34Q (9203.390000 sec): 3 clusters
  Score: Raw -3631729.964807 + Penalty 3348.082973 = -3628381.881833
  nChanged 3
		SP:Iteration 35Q (9203.740000 sec): 3 clusters
  Score: Raw -3631730.538884 + Penalty 3348.082973 = -3628382.455911
  nChanged 4
		SP:Iteration 36Q (9204.060000 sec): 3 clusters
  Score: Raw -3631731.507379 + Penalty 3348.082973 = -3628383.424406
  nChanged 4
		SP:Iteration 37Q (9204.410000 sec): 3 clusters
  Score: Raw -3631732.364720 + Penalty 3348.082973 = -3628384.281746
  nChanged 6
		SP:Iteration 38Q (9204.750000 sec): 3 clusters
  Score: Raw -3631733.321025 + Penalty 3348.082973 = -3628385.238052
  nChanged 7
		SP:Iteration 39Q (9205.100000 sec): 3 clusters
  Score: Raw -3631734.900946 + Penalty 3348.082973 = -3628386.817973
  nChanged 6
		SP:Iteration 40F (9205.450000 sec): 3 clusters
  Score: Raw -3631736.314142 + Penalty 3348.082973 = -3628388.231168
  nChanged 7
		SP:Iteration 41Q (9205.760000 sec): 3 clusters
  Score: Raw -3631737.726059 + Penalty 3348.082973 = -3628389.643086
  nChanged 5
		SP:Iteration 42Q (9206.070000 sec): 3 clusters
  Score: Raw -3631738.766308 + Penalty 3348.082973 = -3628390.683335
  nChanged 3
		SP:Iteration 43Q (9206.390000 sec): 3 clusters
  Score: Raw -3631739.245441 + Penalty 3348.082973 = -3628391.162468
  nChanged 3
		SP:Iteration 44Q (9206.730000 sec): 3 clusters
  Score: Raw -3631739.678091 + Penalty 3348.082973 = -3628391.595118
  nChanged 4
		SP:Iteration 45Q (9207.100000 sec): 3 clusters
  Score: Raw -3631740.270350 + Penalty 3348.082973 = -3628392.187377
  nChanged 5
		SP:Iteration 46Q (9207.430000 sec): 3 clusters
  Score: Raw -3631741.143480 + Penalty 3348.082973 = -3628393.060507
  nChanged 7
		SP:Iteration 47Q (9207.750000 sec): 3 clusters
  Score: Raw -3631742.485837 + Penalty 3348.082973 = -3628394.402864
  nChanged 9
		SP:Iteration 48Q (9208.100000 sec): 3 clusters
  Score: Raw -3631744.731213 + Penalty 3348.082973 = -3628396.648240
  nChanged 8
		SP:Iteration 49Q (9208.430000 sec): 3 clusters
  Score: Raw -3631746.278328 + Penalty 3348.082973 = -3628398.195354
  nChanged 4
		SP:Iteration 50Q (9208.760000 sec): 3 clusters
  Score: Raw -3631746.799176 + Penalty 3348.082973 = -3628398.716202
  nChanged 2
		SP:Iteration 51Q (9209.170000 sec): 3 clusters
  Score: Raw -3631747.502245 + Penalty 3348.082973 = -3628399.419272
  nChanged 2
		SP:Iteration 52Q (9209.510000 sec): 3 clusters
  Score: Raw -3631748.114172 + Penalty 3348.082973 = -3628400.031199
  nChanged 0
		SP:Iteration 53F (9209.870000 sec): 3 clusters
  Score: Raw -3631748.114172 + Penalty 3348.082973 = -3628400.031199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (5198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9209.980000 sec): 2 clusters
  Score: Raw -558527.902131 + Penalty 1390.354747 = -557137.547384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9210.210000 sec): 3 clusters
  Score: Raw -555786.421626 + Penalty 2780.709495 = -553005.712131
  nChanged 2091
		SP:Iteration 1F (9210.400000 sec): 3 clusters
  Score: Raw -557074.485535 + Penalty 2780.709495 = -554293.776040
  nChanged 498
		SP:Iteration 2F (9210.580000 sec): 3 clusters
  Score: Raw -557594.197241 + Penalty 2780.709495 = -554813.487746
  nChanged 461
		SP:Iteration 3F (9210.830000 sec): 3 clusters
  Score: Raw -558076.482551 + Penalty 2780.709495 = -555295.773056
  nChanged 390
		SP:Iteration 4F (9211.010000 sec): 3 clusters
  Score: Raw -558452.984400 + Penalty 2780.709495 = -555672.274905
  nChanged 317
		SP:Iteration 5F (9211.240000 sec): 3 clusters
  Score: Raw -558737.724148 + Penalty 2780.709495 = -555957.014653
  nChanged 241
		SP:Iteration 6Q (9211.450000 sec): 3 clusters
  Score: Raw -558924.142195 + Penalty 2780.709495 = -556143.432700
  nChanged 180
		SP:Iteration 7Q (9211.700000 sec): 3 clusters
  Score: Raw -559048.996623 + Penalty 2780.709495 = -556268.287128
  nChanged 146
		SP:Iteration 8Q (9211.920000 sec): 3 clusters
  Score: Raw -559130.546034 + Penalty 2780.709495 = -556349.836539
  nChanged 119
		SP:Iteration 9Q (9212.170000 sec): 3 clusters
  Score: Raw -559192.238648 + Penalty 2780.709495 = -556411.529153
  nChanged 104
		SP:Iteration 10Q (9212.390000 sec): 3 clusters
  Score: Raw -559245.952279 + Penalty 2780.709495 = -556465.242784
  nChanged 78
		SP:Iteration 11Q (9212.650000 sec): 3 clusters
  Score: Raw -559285.840829 + Penalty 2780.709495 = -556505.131334
  nChanged 72
		SP:Iteration 12Q (9212.870000 sec): 3 clusters
  Score: Raw -559322.103342 + Penalty 2780.709495 = -556541.393847
  nChanged 61
		SP:Iteration 13Q (9213.070000 sec): 3 clusters
  Score: Raw -559344.660594 + Penalty 2780.709495 = -556563.951099
  nChanged 44
		SP:Iteration 14Q (9213.300000 sec): 3 clusters
  Score: Raw -559359.555366 + Penalty 2780.709495 = -556578.845871
  nChanged 31
		SP:Iteration 15Q (9213.490000 sec): 3 clusters
  Score: Raw -559368.020388 + Penalty 2780.709495 = -556587.310894
  nChanged 25
		SP:Iteration 16Q (9213.650000 sec): 3 clusters
  Score: Raw -559376.150869 + Penalty 2780.709495 = -556595.441374
  nChanged 32
		SP:Iteration 17Q (9213.850000 sec): 3 clusters
  Score: Raw -559387.912013 + Penalty 2780.709495 = -556607.202518
  nChanged 24
		SP:Iteration 18Q (9214.070000 sec): 3 clusters
  Score: Raw -559396.425151 + Penalty 2780.709495 = -556615.715656
  nChanged 28
		SP:Iteration 19Q (9214.300000 sec): 3 clusters
  Score: Raw -559406.515074 + Penalty 2780.709495 = -556625.805580
  nChanged 28
		SP:Iteration 20F (9214.550000 sec): 3 clusters
  Score: Raw -559414.336654 + Penalty 2780.709495 = -556633.627159
  nChanged 29
		SP:Iteration 21Q (9214.810000 sec): 3 clusters
  Score: Raw -559426.598990 + Penalty 2780.709495 = -556645.889495
  nChanged 25
		SP:Iteration 22Q (9215.040000 sec): 3 clusters
  Score: Raw -559441.860601 + Penalty 2780.709495 = -556661.151106
  nChanged 34
		SP:Iteration 23Q (9215.250000 sec): 3 clusters
  Score: Raw -559460.220371 + Penalty 2780.709495 = -556679.510876
  nChanged 32
		SP:Iteration 24Q (9215.450000 sec): 3 clusters
  Score: Raw -559470.929750 + Penalty 2780.709495 = -556690.220255
  nChanged 23
		SP:Iteration 25Q (9215.620000 sec): 3 clusters
  Score: Raw -559477.169771 + Penalty 2780.709495 = -556696.460276
  nChanged 24
		SP:Iteration 26Q (9215.820000 sec): 3 clusters
  Score: Raw -559484.222170 + Penalty 2780.709495 = -556703.512675
  nChanged 22
		SP:Iteration 27Q (9216.000000 sec): 3 clusters
  Score: Raw -559493.045906 + Penalty 2780.709495 = -556712.336411
  nChanged 18
		SP:Iteration 28Q (9216.190000 sec): 3 clusters
  Score: Raw -559497.669730 + Penalty 2780.709495 = -556716.960235
  nChanged 16
		SP:Iteration 29Q (9216.390000 sec): 3 clusters
  Score: Raw -559501.840643 + Penalty 2780.709495 = -556721.131148
  nChanged 14
		SP:Iteration 30Q (9216.590000 sec): 3 clusters
  Score: Raw -559505.361506 + Penalty 2780.709495 = -556724.652011
  nChanged 16
		SP:Iteration 31Q (9216.750000 sec): 3 clusters
  Score: Raw -559508.740848 + Penalty 2780.709495 = -556728.031353
  nChanged 10
		SP:Iteration 32Q (9216.960000 sec): 3 clusters
  Score: Raw -559511.262747 + Penalty 2780.709495 = -556730.553252
  nChanged 9
		SP:Iteration 33Q (9217.150000 sec): 3 clusters
  Score: Raw -559514.664972 + Penalty 2780.709495 = -556733.955477
  nChanged 14
		SP:Iteration 34Q (9217.310000 sec): 3 clusters
  Score: Raw -559517.831677 + Penalty 2780.709495 = -556737.122183
  nChanged 15
		SP:Iteration 35Q (9217.500000 sec): 3 clusters
  Score: Raw -559520.984704 + Penalty 2780.709495 = -556740.275209
  nChanged 12
		SP:Iteration 36Q (9217.700000 sec): 3 clusters
  Score: Raw -559523.622549 + Penalty 2780.709495 = -556742.913054
  nChanged 11
		SP:Iteration 37Q (9217.910000 sec): 3 clusters
  Score: Raw -559525.529130 + Penalty 2780.709495 = -556744.819635
  nChanged 10
		SP:Iteration 38Q (9218.140000 sec): 3 clusters
  Score: Raw -559528.766529 + Penalty 2780.709495 = -556748.057034
  nChanged 14
		SP:Iteration 39Q (9218.360000 sec): 3 clusters
  Score: Raw -559531.488212 + Penalty 2780.709495 = -556750.778717
  nChanged 8
		SP:Iteration 40F (9218.570000 sec): 3 clusters
  Score: Raw -559532.529920 + Penalty 2780.709495 = -556751.820425
  nChanged 5
		SP:Iteration 41Q (9218.790000 sec): 3 clusters
  Score: Raw -559533.720652 + Penalty 2780.709495 = -556753.011157
  nChanged 4
		SP:Iteration 42Q (9219.050000 sec): 3 clusters
  Score: Raw -559534.499298 + Penalty 2780.709495 = -556753.789803
  nChanged 5
		SP:Iteration 43Q (9219.280000 sec): 3 clusters
  Score: Raw -559535.383638 + Penalty 2780.709495 = -556754.674143
  nChanged 4
		SP:Iteration 44Q (9219.540000 sec): 3 clusters
  Score: Raw -559536.060273 + Penalty 2780.709495 = -556755.350778
  nChanged 1
		SP:Iteration 45Q (9219.730000 sec): 3 clusters
  Score: Raw -559536.318903 + Penalty 2780.709495 = -556755.609408
  nChanged 4
		SP:Iteration 46Q (9219.970000 sec): 3 clusters
  Score: Raw -559537.288864 + Penalty 2780.709495 = -556756.579369
  nChanged 2
		SP:Iteration 47Q (9220.180000 sec): 3 clusters
  Score: Raw -559537.601459 + Penalty 2780.709495 = -556756.891965
  nChanged 4
		SP:Iteration 48Q (9220.370000 sec): 3 clusters
  Score: Raw -559539.351409 + Penalty 2780.709495 = -556758.641914
  nChanged 5
		SP:Iteration 49Q (9220.580000 sec): 3 clusters
  Score: Raw -559540.207014 + Penalty 2780.709495 = -556759.497519
  nChanged 8
		SP:Iteration 50Q (9220.800000 sec): 3 clusters
  Score: Raw -559541.966065 + Penalty 2780.709495 = -556761.256570
  nChanged 6
		SP:Iteration 51Q (9220.980000 sec): 3 clusters
  Score: Raw -559543.506248 + Penalty 2780.709495 = -556762.796753
  nChanged 4
		SP:Iteration 52Q (9221.150000 sec): 3 clusters
  Score: Raw -559545.829773 + Penalty 2780.709495 = -556765.120278
  nChanged 9
		SP:Iteration 53Q (9221.370000 sec): 3 clusters
  Score: Raw -559548.114596 + Penalty 2780.709495 = -556767.405101
  nChanged 9
		SP:Iteration 54Q (9221.620000 sec): 3 clusters
  Score: Raw -559550.268493 + Penalty 2780.709495 = -556769.558998
  nChanged 7
		SP:Iteration 55Q (9221.830000 sec): 3 clusters
  Score: Raw -559552.321179 + Penalty 2780.709495 = -556771.611684
  nChanged 12
		SP:Iteration 56Q (9222.020000 sec): 3 clusters
  Score: Raw -559555.894802 + Penalty 2780.709495 = -556775.185307
  nChanged 8
		SP:Iteration 57Q (9222.220000 sec): 3 clusters
  Score: Raw -559558.537946 + Penalty 2780.709495 = -556777.828451
  nChanged 10
		SP:Iteration 58Q (9222.430000 sec): 3 clusters
  Score: Raw -559561.925109 + Penalty 2780.709495 = -556781.215614
  nChanged 10
		SP:Iteration 59Q (9222.610000 sec): 3 clusters
  Score: Raw -559564.972636 + Penalty 2780.709495 = -556784.263141
  nChanged 9
		SP:Iteration 60F (9222.790000 sec): 3 clusters
  Score: Raw -559566.763361 + Penalty 2780.709495 = -556786.053866
  nChanged 5
		SP:Iteration 61Q (9223.000000 sec): 3 clusters
  Score: Raw -559567.534462 + Penalty 2780.709495 = -556786.824967
  nChanged 2
		SP:Iteration 62Q (9223.180000 sec): 3 clusters
  Score: Raw -559567.776151 + Penalty 2780.709495 = -556787.066657
  nChanged 0
		SP:Iteration 63F (9223.370000 sec): 3 clusters
  Score: Raw -559567.776151 + Penalty 2780.709495 = -556787.066657
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (22382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9223.550000 sec): 2 clusters
  Score: Raw -2729034.897951 + Penalty 1627.602006 = -2727407.295945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9223.830000 sec): 3 clusters
  Score: Raw -2715541.368004 + Penalty 3255.204012 = -2712286.163993
  nChanged 10202
		SP:Iteration 1F (9224.170000 sec): 3 clusters
  Score: Raw -2721422.672210 + Penalty 3255.204012 = -2718167.468199
  nChanged 1731
		SP:Iteration 2F (9224.530000 sec): 3 clusters
  Score: Raw -2722901.597057 + Penalty 3255.204012 = -2719646.393046
  nChanged 2102
		SP:Iteration 3F (9224.870000 sec): 3 clusters
  Score: Raw -2725167.789110 + Penalty 3255.204012 = -2721912.585098
  nChanged 2239
		SP:Iteration 4F (9225.140000 sec): 3 clusters
  Score: Raw -2727450.120206 + Penalty 3255.204012 = -2724194.916194
  nChanged 1801
		SP:Iteration 5F (9225.510000 sec): 3 clusters
  Score: Raw -2728973.635574 + Penalty 3255.204012 = -2725718.431563
  nChanged 1217
		SP:Iteration 6F (9225.840000 sec): 3 clusters
  Score: Raw -2729722.301853 + Penalty 3255.204012 = -2726467.097842
  nChanged 755
		SP:Iteration 7Q (9226.190000 sec): 3 clusters
  Score: Raw -2730079.222992 + Penalty 3255.204012 = -2726824.018981
  nChanged 515
		SP:Iteration 8Q (9226.430000 sec): 3 clusters
  Score: Raw -2730281.318931 + Penalty 3255.204012 = -2727026.114920
  nChanged 394
		SP:Iteration 9Q (9226.770000 sec): 3 clusters
  Score: Raw -2730433.018301 + Penalty 3255.204012 = -2727177.814289
  nChanged 303
		SP:Iteration 10Q (9227.050000 sec): 3 clusters
  Score: Raw -2730536.788463 + Penalty 3255.204012 = -2727281.584451
  nChanged 232
		SP:Iteration 11Q (9227.400000 sec): 3 clusters
  Score: Raw -2730604.950473 + Penalty 3255.204012 = -2727349.746461
  nChanged 190
		SP:Iteration 12Q (9227.660000 sec): 3 clusters
  Score: Raw -2730674.969236 + Penalty 3255.204012 = -2727419.765225
  nChanged 212
		SP:Iteration 13Q (9227.990000 sec): 3 clusters
  Score: Raw -2730758.567497 + Penalty 3255.204012 = -2727503.363486
  nChanged 238
		SP:Iteration 14Q (9228.240000 sec): 3 clusters
  Score: Raw -2730839.481688 + Penalty 3255.204012 = -2727584.277677
  nChanged 203
		SP:Iteration 15Q (9228.530000 sec): 3 clusters
  Score: Raw -2730912.947364 + Penalty 3255.204012 = -2727657.743352
  nChanged 183
		SP:Iteration 16Q (9228.760000 sec): 3 clusters
  Score: Raw -2730979.737690 + Penalty 3255.204012 = -2727724.533679
  nChanged 183
		SP:Iteration 17Q (9229.040000 sec): 3 clusters
  Score: Raw -2731046.441138 + Penalty 3255.204012 = -2727791.237127
  nChanged 165
		SP:Iteration 18Q (9229.270000 sec): 3 clusters
  Score: Raw -2731111.164013 + Penalty 3255.204012 = -2727855.960002
  nChanged 169
		SP:Iteration 19Q (9229.570000 sec): 3 clusters
  Score: Raw -2731185.635605 + Penalty 3255.204012 = -2727930.431594
  nChanged 169
		SP:Iteration 20F (9229.850000 sec): 3 clusters
  Score: Raw -2731255.820132 + Penalty 3255.204012 = -2728000.616121
  nChanged 171
		SP:Iteration 21Q (9230.120000 sec): 3 clusters
  Score: Raw -2731331.862618 + Penalty 3255.204012 = -2728076.658606
  nChanged 176
		SP:Iteration 22Q (9230.370000 sec): 3 clusters
  Score: Raw -2731398.729337 + Penalty 3255.204012 = -2728143.525325
  nChanged 161
		SP:Iteration 23Q (9230.630000 sec): 3 clusters
  Score: Raw -2731456.326115 + Penalty 3255.204012 = -2728201.122103
  nChanged 166
		SP:Iteration 24Q (9230.910000 sec): 3 clusters
  Score: Raw -2731512.030337 + Penalty 3255.204012 = -2728256.826326
  nChanged 125
		SP:Iteration 25Q (9231.200000 sec): 3 clusters
  Score: Raw -2731552.115409 + Penalty 3255.204012 = -2728296.911397
  nChanged 118
		SP:Iteration 26Q (9231.390000 sec): 3 clusters
  Score: Raw -2731585.155941 + Penalty 3255.204012 = -2728329.951930
  nChanged 109
		SP:Iteration 27Q (9231.710000 sec): 3 clusters
  Score: Raw -2731612.834495 + Penalty 3255.204012 = -2728357.630483
  nChanged 87
		SP:Iteration 28Q (9232.020000 sec): 3 clusters
  Score: Raw -2731634.107928 + Penalty 3255.204012 = -2728378.903917
  nChanged 82
		SP:Iteration 29Q (9232.270000 sec): 3 clusters
  Score: Raw -2731650.927478 + Penalty 3255.204012 = -2728395.723467
  nChanged 69
		SP:Iteration 30Q (9232.620000 sec): 3 clusters
  Score: Raw -2731663.459414 + Penalty 3255.204012 = -2728408.255403
  nChanged 58
		SP:Iteration 31Q (9232.950000 sec): 3 clusters
  Score: Raw -2731672.886070 + Penalty 3255.204012 = -2728417.682058
  nChanged 51
		SP:Iteration 32Q (9233.310000 sec): 3 clusters
  Score: Raw -2731681.435908 + Penalty 3255.204012 = -2728426.231897
  nChanged 46
		SP:Iteration 33Q (9233.600000 sec): 3 clusters
  Score: Raw -2731689.590871 + Penalty 3255.204012 = -2728434.386860
  nChanged 35
		SP:Iteration 34Q (9233.880000 sec): 3 clusters
  Score: Raw -2731694.178778 + Penalty 3255.204012 = -2728438.974767
  nChanged 29
		SP:Iteration 35Q (9234.140000 sec): 3 clusters
  Score: Raw -2731697.916554 + Penalty 3255.204012 = -2728442.712542
  nChanged 22
		SP:Iteration 36Q (9234.440000 sec): 3 clusters
  Score: Raw -2731700.443120 + Penalty 3255.204012 = -2728445.239109
  nChanged 22
		SP:Iteration 37Q (9234.670000 sec): 3 clusters
  Score: Raw -2731703.572206 + Penalty 3255.204012 = -2728448.368195
  nChanged 22
		SP:Iteration 38Q (9234.970000 sec): 3 clusters
  Score: Raw -2731706.615251 + Penalty 3255.204012 = -2728451.411239
  nChanged 22
		SP:Iteration 39Q (9235.280000 sec): 3 clusters
  Score: Raw -2731709.469978 + Penalty 3255.204012 = -2728454.265966
  nChanged 18
		SP:Iteration 40F (9235.560000 sec): 3 clusters
  Score: Raw -2731711.761664 + Penalty 3255.204012 = -2728456.557652
  nChanged 18
		SP:Iteration 41Q (9235.910000 sec): 3 clusters
  Score: Raw -2731713.633361 + Penalty 3255.204012 = -2728458.429349
  nChanged 16
		SP:Iteration 42Q (9236.270000 sec): 3 clusters
  Score: Raw -2731716.065497 + Penalty 3255.204012 = -2728460.861486
  nChanged 22
		SP:Iteration 43Q (9236.550000 sec): 3 clusters
  Score: Raw -2731719.058898 + Penalty 3255.204012 = -2728463.854886
  nChanged 23
		SP:Iteration 44Q (9236.870000 sec): 3 clusters
  Score: Raw -2731722.498795 + Penalty 3255.204012 = -2728467.294783
  nChanged 30
		SP:Iteration 45Q (9237.110000 sec): 3 clusters
  Score: Raw -2731727.733492 + Penalty 3255.204012 = -2728472.529480
  nChanged 28
		SP:Iteration 46Q (9237.410000 sec): 3 clusters
  Score: Raw -2731732.506574 + Penalty 3255.204012 = -2728477.302563
  nChanged 28
		SP:Iteration 47Q (9237.690000 sec): 3 clusters
  Score: Raw -2731736.969368 + Penalty 3255.204012 = -2728481.765356
  nChanged 23
		SP:Iteration 48Q (9237.930000 sec): 3 clusters
  Score: Raw -2731739.529900 + Penalty 3255.204012 = -2728484.325888
  nChanged 10
		SP:Iteration 49Q (9238.180000 sec): 3 clusters
  Score: Raw -2731740.566669 + Penalty 3255.204012 = -2728485.362658
  nChanged 9
		SP:Iteration 50Q (9238.550000 sec): 3 clusters
  Score: Raw -2731741.239967 + Penalty 3255.204012 = -2728486.035956
  nChanged 9
		SP:Iteration 51Q (9238.870000 sec): 3 clusters
  Score: Raw -2731742.194124 + Penalty 3255.204012 = -2728486.990112
  nChanged 4
		SP:Iteration 52Q (9239.170000 sec): 3 clusters
  Score: Raw -2731742.556459 + Penalty 3255.204012 = -2728487.352447
  nChanged 4
		SP:Iteration 53Q (9239.470000 sec): 3 clusters
  Score: Raw -2731742.947926 + Penalty 3255.204012 = -2728487.743914
  nChanged 5
		SP:Iteration 54Q (9239.750000 sec): 3 clusters
  Score: Raw -2731743.429935 + Penalty 3255.204012 = -2728488.225923
  nChanged 3
		SP:Iteration 55Q (9240.090000 sec): 3 clusters
  Score: Raw -2731743.580661 + Penalty 3255.204012 = -2728488.376650
  nChanged 2
		SP:Iteration 56Q (9240.380000 sec): 3 clusters
  Score: Raw -2731743.667686 + Penalty 3255.204012 = -2728488.463675
  nChanged 2
		SP:Iteration 57Q (9240.630000 sec): 3 clusters
  Score: Raw -2731743.768332 + Penalty 3255.204012 = -2728488.564320
  nChanged 0
		SP:Iteration 58F (9240.940000 sec): 3 clusters
  Score: Raw -2731743.768332 + Penalty 3255.204012 = -2728488.564320
  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 14.55 GB.

 Trying to split cluster 33 (113990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9241.590000 sec): 2 clusters
  Score: Raw -12897884.345561 + Penalty 1892.128226 = -12895992.217336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9242.270000 sec): 3 clusters
  Score: Raw -12823403.258855 + Penalty 3784.256451 = -12819619.002404
  nChanged 54915
		SP:Iteration 1F (9242.960000 sec): 3 clusters
  Score: Raw -12856363.843835 + Penalty 3784.256451 = -12852579.587383
  nChanged 4780
		SP:Iteration 2Q (9243.650000 sec): 3 clusters
  Score: Raw -12858184.761765 + Penalty 3784.256451 = -12854400.505313
  nChanged 5585
		SP:Iteration 3Q (9244.360000 sec): 3 clusters
  Score: Raw -12860767.326159 + Penalty 3784.256451 = -12856983.069708
  nChanged 6335
		SP:Iteration 4F (9245.000000 sec): 3 clusters
  Score: Raw -12864053.656381 + Penalty 3784.256451 = -12860269.399929
  nChanged 6833
		SP:Iteration 5F (9245.690000 sec): 3 clusters
  Score: Raw -12867839.356092 + Penalty 3784.256451 = -12864055.099641
  nChanged 6913
		SP:Iteration 6F (9246.400000 sec): 3 clusters
  Score: Raw -12871718.487633 + Penalty 3784.256451 = -12867934.231181
  nChanged 6644
		SP:Iteration 7F (9247.130000 sec): 3 clusters
  Score: Raw -12875567.869623 + Penalty 3784.256451 = -12871783.613172
  nChanged 6163
		SP:Iteration 8F (9247.860000 sec): 3 clusters
  Score: Raw -12879203.668327 + Penalty 3784.256451 = -12875419.411876
  nChanged 5572
		SP:Iteration 9Q (9248.600000 sec): 3 clusters
  Score: Raw -12882259.264393 + Penalty 3784.256451 = -12878475.007941
  nChanged 4643
		SP:Iteration 10Q (9249.280000 sec): 3 clusters
  Score: Raw -12884467.765188 + Penalty 3784.256451 = -12880683.508736
  nChanged 3533
		SP:Iteration 11Q (9250.020000 sec): 3 clusters
  Score: Raw -12885760.408593 + Penalty 3784.256451 = -12881976.152142
  nChanged 2674
		SP:Iteration 12Q (9250.820000 sec): 3 clusters
  Score: Raw -12886572.349619 + Penalty 3784.256451 = -12882788.093167
  nChanged 2124
		SP:Iteration 13Q (9251.580000 sec): 3 clusters
  Score: Raw -12887167.450445 + Penalty 3784.256451 = -12883383.193993
  nChanged 1804
		SP:Iteration 14Q (9252.320000 sec): 3 clusters
  Score: Raw -12887615.550027 + Penalty 3784.256451 = -12883831.293576
  nChanged 1535
		SP:Iteration 15Q (9253.100000 sec): 3 clusters
  Score: Raw -12887975.743290 + Penalty 3784.256451 = -12884191.486838
  nChanged 1376
		SP:Iteration 16Q (9253.840000 sec): 3 clusters
  Score: Raw -12888283.176961 + Penalty 3784.256451 = -12884498.920510
  nChanged 1230
		SP:Iteration 17Q (9254.590000 sec): 3 clusters
  Score: Raw -12888530.943748 + Penalty 3784.256451 = -12884746.687297
  nChanged 1171
		SP:Iteration 18Q (9255.260000 sec): 3 clusters
  Score: Raw -12888752.257728 + Penalty 3784.256451 = -12884968.001276
  nChanged 1087
		SP:Iteration 19Q (9256.000000 sec): 3 clusters
  Score: Raw -12888947.218124 + Penalty 3784.256451 = -12885162.961673
  nChanged 1038
		SP:Iteration 20F (9256.670000 sec): 3 clusters
  Score: Raw -12889132.363921 + Penalty 3784.256451 = -12885348.107470
  nChanged 1052
		SP:Iteration 21Q (9257.340000 sec): 3 clusters
  Score: Raw -12889313.945645 + Penalty 3784.256451 = -12885529.689194
  nChanged 1030
		SP:Iteration 22Q (9258.030000 sec): 3 clusters
  Score: Raw -12889483.903901 + Penalty 3784.256451 = -12885699.647450
  nChanged 984
		SP:Iteration 23Q (9258.740000 sec): 3 clusters
  Score: Raw -12889647.294315 + Penalty 3784.256451 = -12885863.037863
  nChanged 999
		SP:Iteration 24Q (9259.490000 sec): 3 clusters
  Score: Raw -12889809.691190 + Penalty 3784.256451 = -12886025.434738
  nChanged 1007
		SP:Iteration 25Q (9260.210000 sec): 3 clusters
  Score: Raw -12889980.266880 + Penalty 3784.256451 = -12886196.010429
  nChanged 1015
		SP:Iteration 26Q (9260.850000 sec): 3 clusters
  Score: Raw -12890151.602035 + Penalty 3784.256451 = -12886367.345583
  nChanged 997
		SP:Iteration 27Q (9261.520000 sec): 3 clusters
  Score: Raw -12890315.612676 + Penalty 3784.256451 = -12886531.356225
  nChanged 1051
		SP:Iteration 28Q (9262.200000 sec): 3 clusters
  Score: Raw -12890494.082616 + Penalty 3784.256451 = -12886709.826165
  nChanged 1051
		SP:Iteration 29Q (9262.850000 sec): 3 clusters
  Score: Raw -12890673.073723 + Penalty 3784.256451 = -12886888.817271
  nChanged 1062
		SP:Iteration 30Q (9263.520000 sec): 3 clusters
  Score: Raw -12890852.159434 + Penalty 3784.256451 = -12887067.902983
  nChanged 1062
		SP:Iteration 31Q (9264.200000 sec): 3 clusters
  Score: Raw -12891039.583765 + Penalty 3784.256451 = -12887255.327314
  nChanged 1048
		SP:Iteration 32Q (9264.870000 sec): 3 clusters
  Score: Raw -12891234.450181 + Penalty 3784.256451 = -12887450.193729
  nChanged 1098
		SP:Iteration 33Q (9265.560000 sec): 3 clusters
  Score: Raw -12891448.041682 + Penalty 3784.256451 = -12887663.785230
  nChanged 1101
		SP:Iteration 34Q (9266.260000 sec): 3 clusters
  Score: Raw -12891666.049767 + Penalty 3784.256451 = -12887881.793316
  nChanged 1095
		SP:Iteration 35Q (9266.940000 sec): 3 clusters
  Score: Raw -12891888.426373 + Penalty 3784.256451 = -12888104.169921
  nChanged 1076
		SP:Iteration 36Q (9267.650000 sec): 3 clusters
  Score: Raw -12892107.124053 + Penalty 3784.256451 = -12888322.867601
  nChanged 1066
		SP:Iteration 37Q (9268.380000 sec): 3 clusters
  Score: Raw -12892323.285201 + Penalty 3784.256451 = -12888539.028750
  nChanged 1084
		SP:Iteration 38Q (9269.130000 sec): 3 clusters
  Score: Raw -12892549.345911 + Penalty 3784.256451 = -12888765.089460
  nChanged 1110
		SP:Iteration 39Q (9269.880000 sec): 3 clusters
  Score: Raw -12892780.657322 + Penalty 3784.256451 = -12888996.400871
  nChanged 1122
		SP:Iteration 40F (9270.560000 sec): 3 clusters
  Score: Raw -12893027.482116 + Penalty 3784.256451 = -12889243.225665
  nChanged 1104
		SP:Iteration 41Q (9271.260000 sec): 3 clusters
  Score: Raw -12893284.700521 + Penalty 3784.256451 = -12889500.444070
  nChanged 1130
		SP:Iteration 42Q (9271.900000 sec): 3 clusters
  Score: Raw -12893553.216772 + Penalty 3784.256451 = -12889768.960320
  nChanged 1127
		SP:Iteration 43Q (9272.500000 sec): 3 clusters
  Score: Raw -12893833.723398 + Penalty 3784.256451 = -12890049.466947
  nChanged 1113
		SP:Iteration 44Q (9273.080000 sec): 3 clusters
  Score: Raw -12894117.763491 + Penalty 3784.256451 = -12890333.507040
  nChanged 1077
		SP:Iteration 45Q (9273.700000 sec): 3 clusters
  Score: Raw -12894411.677619 + Penalty 3784.256451 = -12890627.421168
  nChanged 1099
		SP:Iteration 46Q (9274.390000 sec): 3 clusters
  Score: Raw -12894730.465634 + Penalty 3784.256451 = -12890946.209182
  nChanged 1033
		SP:Iteration 47Q (9275.060000 sec): 3 clusters
  Score: Raw -12895023.844286 + Penalty 3784.256451 = -12891239.587835
  nChanged 966
		SP:Iteration 48Q (9275.740000 sec): 3 clusters
  Score: Raw -12895308.918976 + Penalty 3784.256451 = -12891524.662525
  nChanged 961
		SP:Iteration 49Q (9276.370000 sec): 3 clusters
  Score: Raw -12895605.380886 + Penalty 3784.256451 = -12891821.124435
  nChanged 960
		SP:Iteration 50Q (9277.010000 sec): 3 clusters
  Score: Raw -12895919.124172 + Penalty 3784.256451 = -12892134.867721
  nChanged 974
		SP:Iteration 51Q (9277.690000 sec): 3 clusters
  Score: Raw -12896271.052902 + Penalty 3784.256451 = -12892486.796451
  nChanged 931
		SP:Iteration 52Q (9278.350000 sec): 3 clusters
  Score: Raw -12896594.042662 + Penalty 3784.256451 = -12892809.786211
  nChanged 826
		SP:Iteration 53Q (9279.040000 sec): 3 clusters
  Score: Raw -12896863.282939 + Penalty 3784.256451 = -12893079.026487
  nChanged 785
		SP:Iteration 54Q (9279.720000 sec): 3 clusters
  Score: Raw -12897116.945731 + Penalty 3784.256451 = -12893332.689279
  nChanged 725
		SP:Iteration 55Q (9280.380000 sec): 3 clusters
  Score: Raw -12897358.417183 + Penalty 3784.256451 = -12893574.160732
  nChanged 664
		SP:Iteration 56Q (9281.020000 sec): 3 clusters
  Score: Raw -12897582.986773 + Penalty 3784.256451 = -12893798.730322
  nChanged 636
		SP:Iteration 57Q (9281.620000 sec): 3 clusters
  Score: Raw -12897787.988996 + Penalty 3784.256451 = -12894003.732544
  nChanged 555
		SP:Iteration 58Q (9282.310000 sec): 3 clusters
  Score: Raw -12897971.961419 + Penalty 3784.256451 = -12894187.704968
  nChanged 496
		SP:Iteration 59Q (9283.010000 sec): 3 clusters
  Score: Raw -12898132.178173 + Penalty 3784.256451 = -12894347.921722
  nChanged 432
		SP:Iteration 60F (9283.670000 sec): 3 clusters
  Score: Raw -12898265.234136 + Penalty 3784.256451 = -12894480.977685
  nChanged 369
		SP:Iteration 61Q (9284.380000 sec): 3 clusters
  Score: Raw -12898380.113696 + Penalty 3784.256451 = -12894595.857245
  nChanged 319
		SP:Iteration 62Q (9285.050000 sec): 3 clusters
  Score: Raw -12898482.333570 + Penalty 3784.256451 = -12894698.077118
  nChanged 285
		SP:Iteration 63Q (9285.720000 sec): 3 clusters
  Score: Raw -12898564.301938 + Penalty 3784.256451 = -12894780.045487
  nChanged 239
		SP:Iteration 64Q (9286.320000 sec): 3 clusters
  Score: Raw -12898637.295052 + Penalty 3784.256451 = -12894853.038601
  nChanged 211
		SP:Iteration 65Q (9286.940000 sec): 3 clusters
  Score: Raw -12898697.936258 + Penalty 3784.256451 = -12894913.679807
  nChanged 173
		SP:Iteration 66Q (9287.580000 sec): 3 clusters
  Score: Raw -12898739.903346 + Penalty 3784.256451 = -12894955.646895
  nChanged 145
		SP:Iteration 67Q (9288.200000 sec): 3 clusters
  Score: Raw -12898768.959798 + Penalty 3784.256451 = -12894984.703347
  nChanged 122
		SP:Iteration 68Q (9288.850000 sec): 3 clusters
  Score: Raw -12898798.982658 + Penalty 3784.256451 = -12895014.726207
  nChanged 118
		SP:Iteration 69Q (9289.560000 sec): 3 clusters
  Score: Raw -12898830.285417 + Penalty 3784.256451 = -12895046.028965
  nChanged 115
		SP:Iteration 70Q (9290.270000 sec): 3 clusters
  Score: Raw -12898859.117387 + Penalty 3784.256451 = -12895074.860936
  nChanged 96
		SP:Iteration 71Q (9290.940000 sec): 3 clusters
  Score: Raw -12898882.662124 + Penalty 3784.256451 = -12895098.405672
  nChanged 91
		SP:Iteration 72Q (9291.570000 sec): 3 clusters
  Score: Raw -12898906.455544 + Penalty 3784.256451 = -12895122.199093
  nChanged 83
		SP:Iteration 73Q (9292.230000 sec): 3 clusters
  Score: Raw -12898923.070160 + Penalty 3784.256451 = -12895138.813708
  nChanged 60
		SP:Iteration 74Q (9292.950000 sec): 3 clusters
  Score: Raw -12898938.135911 + Penalty 3784.256451 = -12895153.879460
  nChanged 75
		SP:Iteration 75Q (9293.660000 sec): 3 clusters
  Score: Raw -12898954.881714 + Penalty 3784.256451 = -12895170.625263
  nChanged 56
		SP:Iteration 76Q (9294.290000 sec): 3 clusters
  Score: Raw -12898964.756989 + Penalty 3784.256451 = -12895180.500537
  nChanged 47
		SP:Iteration 77Q (9294.970000 sec): 3 clusters
  Score: Raw -12898973.844160 + Penalty 3784.256451 = -12895189.587709
  nChanged 49
		SP:Iteration 78Q (9295.630000 sec): 3 clusters
  Score: Raw -12898982.872004 + Penalty 3784.256451 = -12895198.615552
  nChanged 40
		SP:Iteration 79Q (9296.270000 sec): 3 clusters
  Score: Raw -12898990.859474 + Penalty 3784.256451 = -12895206.603022
  nChanged 30
		SP:Iteration 80F (9296.940000 sec): 3 clusters
  Score: Raw -12898996.185817 + Penalty 3784.256451 = -12895211.929366
  nChanged 28
		SP:Iteration 81Q (9297.550000 sec): 3 clusters
  Score: Raw -12899001.391774 + Penalty 3784.256451 = -12895217.135323
  nChanged 26
		SP:Iteration 82Q (9298.230000 sec): 3 clusters
  Score: Raw -12899006.557107 + Penalty 3784.256451 = -12895222.300656
  nChanged 30
		SP:Iteration 83Q (9298.850000 sec): 3 clusters
  Score: Raw -12899011.954404 + Penalty 3784.256451 = -12895227.697953
  nChanged 21
		SP:Iteration 84Q (9299.440000 sec): 3 clusters
  Score: Raw -12899015.168163 + Penalty 3784.256451 = -12895230.911711
  nChanged 17
		SP:Iteration 85Q (9300.070000 sec): 3 clusters
  Score: Raw -12899017.520460 + Penalty 3784.256451 = -12895233.264009
  nChanged 13
		SP:Iteration 86Q (9300.690000 sec): 3 clusters
  Score: Raw -12899019.305200 + Penalty 3784.256451 = -12895235.048749
  nChanged 10
		SP:Iteration 87Q (9301.290000 sec): 3 clusters
  Score: Raw -12899020.814653 + Penalty 3784.256451 = -12895236.558202
  nChanged 14
		SP:Iteration 88Q (9301.860000 sec): 3 clusters
  Score: Raw -12899022.715622 + Penalty 3784.256451 = -12895238.459170
  nChanged 9
		SP:Iteration 89Q (9302.440000 sec): 3 clusters
  Score: Raw -12899024.028813 + Penalty 3784.256451 = -12895239.772361
  nChanged 7
		SP:Iteration 90Q (9303.020000 sec): 3 clusters
  Score: Raw -12899025.308318 + Penalty 3784.256451 = -12895241.051866
  nChanged 10
		SP:Iteration 91Q (9303.570000 sec): 3 clusters
  Score: Raw -12899027.426761 + Penalty 3784.256451 = -12895243.170310
  nChanged 13
		SP:Iteration 92Q (9304.150000 sec): 3 clusters
  Score: Raw -12899030.245318 + Penalty 3784.256451 = -12895245.988867
  nChanged 14
		SP:Iteration 93Q (9304.770000 sec): 3 clusters
  Score: Raw -12899035.285722 + Penalty 3784.256451 = -12895251.029271
  nChanged 27
		SP:Iteration 94Q (9305.340000 sec): 3 clusters
  Score: Raw -12899043.849024 + Penalty 3784.256451 = -12895259.592572
  nChanged 29
		SP:Iteration 95Q (9305.920000 sec): 3 clusters
  Score: Raw -12899053.309042 + Penalty 3784.256451 = -12895269.052591
  nChanged 42
		SP:Iteration 96Q (9306.530000 sec): 3 clusters
  Score: Raw -12899067.624179 + Penalty 3784.256451 = -12895283.367727
  nChanged 39
		SP:Iteration 97Q (9307.210000 sec): 3 clusters
  Score: Raw -12899077.019515 + Penalty 3784.256451 = -12895292.763063
  nChanged 38
		SP:Iteration 98Q (9307.890000 sec): 3 clusters
  Score: Raw -12899086.580681 + Penalty 3784.256451 = -12895302.324230
  nChanged 32
		SP:Iteration 99Q (9308.560000 sec): 3 clusters
  Score: Raw -12899093.152967 + Penalty 3784.256451 = -12895308.896515
  nChanged 19
		SP:Iteration 100F (9309.300000 sec): 3 clusters
  Score: Raw -12899096.636351 + Penalty 3784.256451 = -12895312.379900
  nChanged 14
		SP:Iteration 101Q (9309.960000 sec): 3 clusters
  Score: Raw -12899099.040317 + Penalty 3784.256451 = -12895314.783865
  nChanged 14
		SP:Iteration 102Q (9310.570000 sec): 3 clusters
  Score: Raw -12899101.908599 + Penalty 3784.256451 = -12895317.652148
  nChanged 15
		SP:Iteration 103Q (9311.160000 sec): 3 clusters
  Score: Raw -12899104.687665 + Penalty 3784.256451 = -12895320.431214
  nChanged 16
		SP:Iteration 104Q (9311.710000 sec): 3 clusters
  Score: Raw -12899107.283124 + Penalty 3784.256451 = -12895323.026673
  nChanged 8
		SP:Iteration 105Q (9312.430000 sec): 3 clusters
  Score: Raw -12899108.725095 + Penalty 3784.256451 = -12895324.468644
  nChanged 6
		SP:Iteration 106Q (9313.150000 sec): 3 clusters
  Score: Raw -12899109.598471 + Penalty 3784.256451 = -12895325.342020
  nChanged 6
		SP:Iteration 107Q (9313.840000 sec): 3 clusters
  Score: Raw -12899110.241422 + Penalty 3784.256451 = -12895325.984971
  nChanged 4
		SP:Iteration 108Q (9314.560000 sec): 3 clusters
  Score: Raw -12899110.563386 + Penalty 3784.256451 = -12895326.306934
  nChanged 2
		SP:Iteration 109Q (9315.160000 sec): 3 clusters
  Score: Raw -12899110.926593 + Penalty 3784.256451 = -12895326.670142
  nChanged 2
		SP:Iteration 110Q (9315.830000 sec): 3 clusters
  Score: Raw -12899111.171142 + Penalty 3784.256451 = -12895326.914690
  nChanged 1
		SP:Iteration 111Q (9316.450000 sec): 3 clusters
  Score: Raw -12899111.232423 + Penalty 3784.256451 = -12895326.975971
  nChanged 1
		SP:Iteration 112Q (9317.110000 sec): 3 clusters
  Score: Raw -12899111.306767 + Penalty 3784.256451 = -12895327.050315
  nChanged 1
		SP:Iteration 113Q (9317.730000 sec): 3 clusters
  Score: Raw -12899111.396794 + Penalty 3784.256451 = -12895327.140343
  nChanged 1
		SP:Iteration 114Q (9318.380000 sec): 3 clusters
  Score: Raw -12899111.490848 + Penalty 3784.256451 = -12895327.234396
  nChanged 1
		SP:Iteration 115Q (9319.100000 sec): 3 clusters
  Score: Raw -12899111.628258 + Penalty 3784.256451 = -12895327.371807
  nChanged 0
		SP:Iteration 116F (9319.830000 sec): 3 clusters
  Score: Raw -12899111.628258 + Penalty 3784.256451 = -12895327.371807
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9320.000000 sec): 2 clusters
  Score: Raw -120270.869680 + Penalty 1138.882092 = -119131.987588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9320.180000 sec): 3 clusters
  Score: Raw -119894.306259 + Penalty 2277.764184 = -117616.542075
  nChanged 356
		SP:Iteration 1F (9320.410000 sec): 3 clusters
  Score: Raw -120217.722631 + Penalty 2277.764184 = -117939.958447
  nChanged 113
		SP:Iteration 2F (9320.650000 sec): 3 clusters
  Score: Raw -120476.680616 + Penalty 2277.764184 = -118198.916432
  nChanged 104
		SP:Iteration 3F (9320.820000 sec): 3 clusters
  Score: Raw -120742.739382 + Penalty 2277.764184 = -118464.975198
  nChanged 93
		SP:Iteration 4F (9321.000000 sec): 3 clusters
  Score: Raw -121007.458503 + Penalty 2277.764184 = -118729.694319
  nChanged 63
		SP:Iteration 5F (9321.230000 sec): 3 clusters
  Score: Raw -121223.596132 + Penalty 2277.764184 = -118945.831948
  nChanged 62
		SP:Iteration 6F (9321.440000 sec): 3 clusters
  Score: Raw -121449.064807 + Penalty 2277.764184 = -119171.300622
  nChanged 76
		SP:Iteration 7F (9321.600000 sec): 3 clusters
  Score: Raw -121808.846993 + Penalty 2277.764184 = -119531.082809
  nChanged 69
		SP:Iteration 8F (9321.750000 sec): 3 clusters
  Score: Raw -122344.085349 + Penalty 2277.764184 = -120066.321165
  nChanged 53
		SP:Iteration 9Q (9321.950000 sec): 3 clusters
  Score: Raw -122934.022919 + Penalty 2277.764184 = -120656.258735
  nChanged 9
		SP:Iteration 10Q (9322.140000 sec): 3 clusters
  Score: Raw -123025.412980 + Penalty 2277.764184 = -120747.648796
  nChanged 2
		SP:Iteration 11Q (9322.320000 sec): 3 clusters
  Score: Raw -123035.670129 + Penalty 2277.764184 = -120757.905945
  nChanged 0
		SP:Iteration 12F (9322.470000 sec): 3 clusters
  Score: Raw -123035.670129 + Penalty 2277.764184 = -120757.905945
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9322.590000 sec): 2 clusters
  Score: Raw -88364.521576 + Penalty 1086.857641 = -87277.663935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9322.770000 sec): 3 clusters
  Score: Raw -88244.941161 + Penalty 2173.715282 = -86071.225879
  nChanged 246
		SP:Iteration 1F (9322.920000 sec): 3 clusters
  Score: Raw -89375.682698 + Penalty 2173.715282 = -87201.967416
  nChanged 119
		SP:Iteration 2F (9323.020000 sec): 3 clusters
  Score: Raw -89962.613567 + Penalty 2173.715282 = -87788.898285
  nChanged 56
		SP:Iteration 3F (9323.160000 sec): 3 clusters
  Score: Raw -90098.356667 + Penalty 2173.715282 = -87924.641385
  nChanged 22
		SP:Iteration 4Q (9323.310000 sec): 3 clusters
  Score: Raw -90156.205323 + Penalty 2173.715282 = -87982.490041
  nChanged 10
		SP:Iteration 5Q (9323.450000 sec): 3 clusters
  Score: Raw -90178.296238 + Penalty 2173.715282 = -88004.580955
  nChanged 5
		SP:Iteration 6Q (9323.590000 sec): 3 clusters
  Score: Raw -90198.744564 + Penalty 2173.715282 = -88025.029282
  nChanged 3
		SP:Iteration 7Q (9323.730000 sec): 3 clusters
  Score: Raw -90211.798493 + Penalty 2173.715282 = -88038.083211
  nChanged 2
		SP:Iteration 8Q (9323.860000 sec): 3 clusters
  Score: Raw -90216.927113 + Penalty 2173.715282 = -88043.211830
  nChanged 1
		SP:Iteration 9Q (9324.000000 sec): 3 clusters
  Score: Raw -90218.846574 + Penalty 2173.715282 = -88045.131292
  nChanged 0
		SP:Iteration 10F (9324.180000 sec): 3 clusters
  Score: Raw -90218.846574 + Penalty 2173.715282 = -88045.131292
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (42764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9324.550000 sec): 2 clusters
  Score: Raw -5288784.937809 + Penalty 1732.810935 = -5287052.126874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9324.950000 sec): 3 clusters
  Score: Raw -5261890.590147 + Penalty 3465.621869 = -5258424.968278
  nChanged 19979
		SP:Iteration 1F (9325.310000 sec): 3 clusters
  Score: Raw -5273017.312746 + Penalty 3465.621869 = -5269551.690877
  nChanged 1624
		SP:Iteration 2Q (9325.760000 sec): 3 clusters
  Score: Raw -5273467.098531 + Penalty 3465.621869 = -5270001.476662
  nChanged 1657
		SP:Iteration 3Q (9326.150000 sec): 3 clusters
  Score: Raw -5274000.366218 + Penalty 3465.621869 = -5270534.744348
  nChanged 1782
		SP:Iteration 4Q (9326.590000 sec): 3 clusters
  Score: Raw -5274690.411537 + Penalty 3465.621869 = -5271224.789667
  nChanged 1933
		SP:Iteration 5Q (9327.000000 sec): 3 clusters
  Score: Raw -5275574.494204 + Penalty 3465.621869 = -5272108.872335
  nChanged 2214
		SP:Iteration 6F (9327.420000 sec): 3 clusters
  Score: Raw -5276835.210304 + Penalty 3465.621869 = -5273369.588435
  nChanged 2520
		SP:Iteration 7F (9327.780000 sec): 3 clusters
  Score: Raw -5278550.932517 + Penalty 3465.621869 = -5275085.310648
  nChanged 2747
		SP:Iteration 8F (9328.160000 sec): 3 clusters
  Score: Raw -5280714.162051 + Penalty 3465.621869 = -5277248.540181
  nChanged 2568
		SP:Iteration 9F (9328.610000 sec): 3 clusters
  Score: Raw -5282835.376826 + Penalty 3465.621869 = -5279369.754956
  nChanged 2153
		SP:Iteration 10F (9329.060000 sec): 3 clusters
  Score: Raw -5284541.450190 + Penalty 3465.621869 = -5281075.828320
  nChanged 1771
		SP:Iteration 11Q (9329.460000 sec): 3 clusters
  Score: Raw -5285803.541938 + Penalty 3465.621869 = -5282337.920069
  nChanged 1346
		SP:Iteration 12Q (9329.860000 sec): 3 clusters
  Score: Raw -5286714.458517 + Penalty 3465.621869 = -5283248.836647
  nChanged 1082
		SP:Iteration 13Q (9330.220000 sec): 3 clusters
  Score: Raw -5287441.467890 + Penalty 3465.621869 = -5283975.846020
  nChanged 832
		SP:Iteration 14Q (9330.540000 sec): 3 clusters
  Score: Raw -5287996.938410 + Penalty 3465.621869 = -5284531.316540
  nChanged 618
		SP:Iteration 15Q (9330.920000 sec): 3 clusters
  Score: Raw -5288395.683106 + Penalty 3465.621869 = -5284930.061236
  nChanged 425
		SP:Iteration 16Q (9331.280000 sec): 3 clusters
  Score: Raw -5288662.751702 + Penalty 3465.621869 = -5285197.129832
  nChanged 294
		SP:Iteration 17Q (9331.680000 sec): 3 clusters
  Score: Raw -5288816.757399 + Penalty 3465.621869 = -5285351.135530
  nChanged 213
		SP:Iteration 18Q (9332.050000 sec): 3 clusters
  Score: Raw -5288924.520862 + Penalty 3465.621869 = -5285458.898993
  nChanged 173
		SP:Iteration 19Q (9332.410000 sec): 3 clusters
  Score: Raw -5288997.545527 + Penalty 3465.621869 = -5285531.923657
  nChanged 123
		SP:Iteration 20F (9332.830000 sec): 3 clusters
  Score: Raw -5289044.749135 + Penalty 3465.621869 = -5285579.127265
  nChanged 94
		SP:Iteration 21Q (9333.200000 sec): 3 clusters
  Score: Raw -5289081.331606 + Penalty 3465.621869 = -5285615.709737
  nChanged 80
		SP:Iteration 22Q (9333.570000 sec): 3 clusters
  Score: Raw -5289110.589056 + Penalty 3465.621869 = -5285644.967187
  nChanged 73
		SP:Iteration 23Q (9333.950000 sec): 3 clusters
  Score: Raw -5289139.864961 + Penalty 3465.621869 = -5285674.243091
  nChanged 67
		SP:Iteration 24Q (9334.310000 sec): 3 clusters
  Score: Raw -5289163.879705 + Penalty 3465.621869 = -5285698.257835
  nChanged 61
		SP:Iteration 25Q (9334.700000 sec): 3 clusters
  Score: Raw -5289189.300260 + Penalty 3465.621869 = -5285723.678391
  nChanged 63
		SP:Iteration 26Q (9335.040000 sec): 3 clusters
  Score: Raw -5289213.722666 + Penalty 3465.621869 = -5285748.100797
  nChanged 48
		SP:Iteration 27Q (9335.340000 sec): 3 clusters
  Score: Raw -5289230.925753 + Penalty 3465.621869 = -5285765.303883
  nChanged 32
		SP:Iteration 28Q (9335.700000 sec): 3 clusters
  Score: Raw -5289239.843665 + Penalty 3465.621869 = -5285774.221795
  nChanged 20
		SP:Iteration 29Q (9336.110000 sec): 3 clusters
  Score: Raw -5289245.667414 + Penalty 3465.621869 = -5285780.045544
  nChanged 19
		SP:Iteration 30Q (9336.470000 sec): 3 clusters
  Score: Raw -5289251.756637 + Penalty 3465.621869 = -5285786.134767
  nChanged 19
		SP:Iteration 31Q (9336.810000 sec): 3 clusters
  Score: Raw -5289256.102367 + Penalty 3465.621869 = -5285790.480498
  nChanged 13
		SP:Iteration 32Q (9337.150000 sec): 3 clusters
  Score: Raw -5289261.004612 + Penalty 3465.621869 = -5285795.382743
  nChanged 13
		SP:Iteration 33Q (9337.510000 sec): 3 clusters
  Score: Raw -5289264.420906 + Penalty 3465.621869 = -5285798.799037
  nChanged 13
		SP:Iteration 34Q (9337.880000 sec): 3 clusters
  Score: Raw -5289267.048444 + Penalty 3465.621869 = -5285801.426574
  nChanged 5
		SP:Iteration 35Q (9338.250000 sec): 3 clusters
  Score: Raw -5289268.147323 + Penalty 3465.621869 = -5285802.525454
  nChanged 5
		SP:Iteration 36Q (9338.590000 sec): 3 clusters
  Score: Raw -5289270.014070 + Penalty 3465.621869 = -5285804.392201
  nChanged 2
		SP:Iteration 37Q (9338.960000 sec): 3 clusters
  Score: Raw -5289270.477444 + Penalty 3465.621869 = -5285804.855575
  nChanged 0
		SP:Iteration 38F (9339.390000 sec): 3 clusters
  Score: Raw -5289270.477444 + Penalty 3465.621869 = -5285804.855575
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9339.480000 sec): 2 clusters
  Score: Raw -162133.692586 + Penalty 1191.616240 = -160942.076346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9339.700000 sec): 3 clusters
  Score: Raw -161553.904063 + Penalty 2383.232480 = -159170.671584
  nChanged 515
		SP:Iteration 1F (9339.910000 sec): 3 clusters
  Score: Raw -162026.552565 + Penalty 2383.232480 = -159643.320085
  nChanged 155
		SP:Iteration 2F (9340.120000 sec): 3 clusters
  Score: Raw -162222.730124 + Penalty 2383.232480 = -159839.497645
  nChanged 110
		SP:Iteration 3F (9340.290000 sec): 3 clusters
  Score: Raw -162359.275420 + Penalty 2383.232480 = -159976.042941
  nChanged 91
		SP:Iteration 4F (9340.440000 sec): 3 clusters
  Score: Raw -162453.860320 + Penalty 2383.232480 = -160070.627840
  nChanged 72
		SP:Iteration 5Q (9340.610000 sec): 3 clusters
  Score: Raw -162523.139805 + Penalty 2383.232480 = -160139.907325
  nChanged 40
		SP:Iteration 6Q (9340.810000 sec): 3 clusters
  Score: Raw -162569.398426 + Penalty 2383.232480 = -160186.165947
  nChanged 39
		SP:Iteration 7Q (9340.990000 sec): 3 clusters
  Score: Raw -162604.561113 + Penalty 2383.232480 = -160221.328633
  nChanged 32
		SP:Iteration 8Q (9341.140000 sec): 3 clusters
  Score: Raw -162637.699879 + Penalty 2383.232480 = -160254.467399
  nChanged 25
		SP:Iteration 9Q (9341.330000 sec): 3 clusters
  Score: Raw -162668.329301 + Penalty 2383.232480 = -160285.096821
  nChanged 17
		SP:Iteration 10Q (9341.510000 sec): 3 clusters
  Score: Raw -162683.763499 + Penalty 2383.232480 = -160300.531019
  nChanged 19
		SP:Iteration 11Q (9341.690000 sec): 3 clusters
  Score: Raw -162698.410769 + Penalty 2383.232480 = -160315.178290
  nChanged 14
		SP:Iteration 12Q (9341.870000 sec): 3 clusters
  Score: Raw -162713.487796 + Penalty 2383.232480 = -160330.255316
  nChanged 17
		SP:Iteration 13Q (9342.060000 sec): 3 clusters
  Score: Raw -162730.908097 + Penalty 2383.232480 = -160347.675617
  nChanged 18
		SP:Iteration 14Q (9342.250000 sec): 3 clusters
  Score: Raw -162746.588552 + Penalty 2383.232480 = -160363.356072
  nChanged 17
		SP:Iteration 15Q (9342.380000 sec): 3 clusters
  Score: Raw -162776.795707 + Penalty 2383.232480 = -160393.563227
  nChanged 16
		SP:Iteration 16Q (9342.590000 sec): 3 clusters
  Score: Raw -162812.078044 + Penalty 2383.232480 = -160428.845565
  nChanged 22
		SP:Iteration 17Q (9342.780000 sec): 3 clusters
  Score: Raw -162871.637151 + Penalty 2383.232480 = -160488.404672
  nChanged 22
		SP:Iteration 18Q (9342.940000 sec): 3 clusters
  Score: Raw -162922.345247 + Penalty 2383.232480 = -160539.112767
  nChanged 26
		SP:Iteration 19Q (9343.100000 sec): 3 clusters
  Score: Raw -162992.079179 + Penalty 2383.232480 = -160608.846699
  nChanged 25
		SP:Iteration 20F (9343.280000 sec): 3 clusters
  Score: Raw -163038.849826 + Penalty 2383.232480 = -160655.617346
  nChanged 24
		SP:Iteration 21Q (9343.410000 sec): 3 clusters
  Score: Raw -163068.552134 + Penalty 2383.232480 = -160685.319655
  nChanged 20
		SP:Iteration 22Q (9343.570000 sec): 3 clusters
  Score: Raw -163087.628951 + Penalty 2383.232480 = -160704.396471
  nChanged 12
		SP:Iteration 23Q (9343.760000 sec): 3 clusters
  Score: Raw -163097.589644 + Penalty 2383.232480 = -160714.357164
  nChanged 7
		SP:Iteration 24Q (9343.920000 sec): 3 clusters
  Score: Raw -163103.842773 + Penalty 2383.232480 = -160720.610294
  nChanged 5
		SP:Iteration 25Q (9344.110000 sec): 3 clusters
  Score: Raw -163106.714878 + Penalty 2383.232480 = -160723.482398
  nChanged 4
		SP:Iteration 26Q (9344.330000 sec): 3 clusters
  Score: Raw -163108.995513 + Penalty 2383.232480 = -160725.763033
  nChanged 2
		SP:Iteration 27Q (9344.460000 sec): 3 clusters
  Score: Raw -163110.214461 + Penalty 2383.232480 = -160726.981982
  nChanged 2
		SP:Iteration 28Q (9344.710000 sec): 3 clusters
  Score: Raw -163111.222999 + Penalty 2383.232480 = -160727.990519
  nChanged 1
		SP:Iteration 29Q (9344.910000 sec): 3 clusters
  Score: Raw -163111.728401 + Penalty 2383.232480 = -160728.495921
  nChanged 0
		SP:Iteration 30F (9345.100000 sec): 3 clusters
  Score: Raw -163111.728401 + Penalty 2383.232480 = -160728.495921
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (21995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9345.350000 sec): 2 clusters
  Score: Raw -2522300.162939 + Penalty 1624.767695 = -2520675.395244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9345.640000 sec): 3 clusters
  Score: Raw -2508951.730772 + Penalty 3249.535391 = -2505702.195381
  nChanged 9912
		SP:Iteration 1F (9345.980000 sec): 3 clusters
  Score: Raw -2514520.484394 + Penalty 3249.535391 = -2511270.949003
  nChanged 1076
		SP:Iteration 2Q (9346.310000 sec): 3 clusters
  Score: Raw -2514945.539566 + Penalty 3249.535391 = -2511696.004175
  nChanged 1068
		SP:Iteration 3Q (9346.600000 sec): 3 clusters
  Score: Raw -2515435.730202 + Penalty 3249.535391 = -2512186.194811
  nChanged 1145
		SP:Iteration 4F (9346.930000 sec): 3 clusters
  Score: Raw -2516034.279075 + Penalty 3249.535391 = -2512784.743684
  nChanged 1140
		SP:Iteration 5F (9347.210000 sec): 3 clusters
  Score: Raw -2516695.214324 + Penalty 3249.535391 = -2513445.678933
  nChanged 1168
		SP:Iteration 6F (9347.470000 sec): 3 clusters
  Score: Raw -2517381.437425 + Penalty 3249.535391 = -2514131.902034
  nChanged 1163
		SP:Iteration 7F (9347.770000 sec): 3 clusters
  Score: Raw -2518100.090463 + Penalty 3249.535391 = -2514850.555072
  nChanged 1105
		SP:Iteration 8F (9348.140000 sec): 3 clusters
  Score: Raw -2518867.605941 + Penalty 3249.535391 = -2515618.070550
  nChanged 1088
		SP:Iteration 9Q (9348.410000 sec): 3 clusters
  Score: Raw -2519649.745421 + Penalty 3249.535391 = -2516400.210030
  nChanged 975
		SP:Iteration 10Q (9348.750000 sec): 3 clusters
  Score: Raw -2520276.232158 + Penalty 3249.535391 = -2517026.696767
  nChanged 798
		SP:Iteration 11Q (9349.050000 sec): 3 clusters
  Score: Raw -2520714.130499 + Penalty 3249.535391 = -2517464.595108
  nChanged 629
		SP:Iteration 12Q (9349.370000 sec): 3 clusters
  Score: Raw -2521028.279142 + Penalty 3249.535391 = -2517778.743751
  nChanged 522
		SP:Iteration 13Q (9349.640000 sec): 3 clusters
  Score: Raw -2521272.280892 + Penalty 3249.535391 = -2518022.745501
  nChanged 458
		SP:Iteration 14Q (9349.940000 sec): 3 clusters
  Score: Raw -2521468.456547 + Penalty 3249.535391 = -2518218.921157
  nChanged 383
		SP:Iteration 15Q (9350.220000 sec): 3 clusters
  Score: Raw -2521612.827425 + Penalty 3249.535391 = -2518363.292034
  nChanged 342
		SP:Iteration 16Q (9350.490000 sec): 3 clusters
  Score: Raw -2521733.760279 + Penalty 3249.535391 = -2518484.224888
  nChanged 294
		SP:Iteration 17Q (9350.740000 sec): 3 clusters
  Score: Raw -2521810.172908 + Penalty 3249.535391 = -2518560.637517
  nChanged 242
		SP:Iteration 18Q (9351.070000 sec): 3 clusters
  Score: Raw -2521868.647292 + Penalty 3249.535391 = -2518619.111901
  nChanged 210
		SP:Iteration 19Q (9351.420000 sec): 3 clusters
  Score: Raw -2521918.091915 + Penalty 3249.535391 = -2518668.556524
  nChanged 187
		SP:Iteration 20F (9351.710000 sec): 3 clusters
  Score: Raw -2521958.001410 + Penalty 3249.535391 = -2518708.466019
  nChanged 188
		SP:Iteration 21Q (9352.040000 sec): 3 clusters
  Score: Raw -2521997.186330 + Penalty 3249.535391 = -2518747.650939
  nChanged 153
		SP:Iteration 22Q (9352.420000 sec): 3 clusters
  Score: Raw -2522024.874194 + Penalty 3249.535391 = -2518775.338803
  nChanged 125
		SP:Iteration 23Q (9352.710000 sec): 3 clusters
  Score: Raw -2522041.790429 + Penalty 3249.535391 = -2518792.255038
  nChanged 106
		SP:Iteration 24Q (9353.070000 sec): 3 clusters
  Score: Raw -2522055.447893 + Penalty 3249.535391 = -2518805.912502
  nChanged 85
		SP:Iteration 25Q (9353.400000 sec): 3 clusters
  Score: Raw -2522064.193631 + Penalty 3249.535391 = -2518814.658240
  nChanged 57
		SP:Iteration 26Q (9353.740000 sec): 3 clusters
  Score: Raw -2522068.865992 + Penalty 3249.535391 = -2518819.330601
  nChanged 46
		SP:Iteration 27Q (9354.050000 sec): 3 clusters
  Score: Raw -2522073.758697 + Penalty 3249.535391 = -2518824.223306
  nChanged 51
		SP:Iteration 28Q (9354.380000 sec): 3 clusters
  Score: Raw -2522077.888747 + Penalty 3249.535391 = -2518828.353356
  nChanged 36
		SP:Iteration 29Q (9354.710000 sec): 3 clusters
  Score: Raw -2522080.554148 + Penalty 3249.535391 = -2518831.018758
  nChanged 28
		SP:Iteration 30Q (9355.040000 sec): 3 clusters
  Score: Raw -2522082.585054 + Penalty 3249.535391 = -2518833.049663
  nChanged 30
		SP:Iteration 31Q (9355.350000 sec): 3 clusters
  Score: Raw -2522084.423669 + Penalty 3249.535391 = -2518834.888278
  nChanged 20
		SP:Iteration 32Q (9355.640000 sec): 3 clusters
  Score: Raw -2522085.444411 + Penalty 3249.535391 = -2518835.909020
  nChanged 13
		SP:Iteration 33Q (9356.000000 sec): 3 clusters
  Score: Raw -2522086.312141 + Penalty 3249.535391 = -2518836.776750
  nChanged 14
		SP:Iteration 34Q (9356.260000 sec): 3 clusters
  Score: Raw -2522087.076786 + Penalty 3249.535391 = -2518837.541395
  nChanged 8
		SP:Iteration 35Q (9356.630000 sec): 3 clusters
  Score: Raw -2522087.464166 + Penalty 3249.535391 = -2518837.928775
  nChanged 12
		SP:Iteration 36Q (9356.910000 sec): 3 clusters
  Score: Raw -2522087.984263 + Penalty 3249.535391 = -2518838.448872
  nChanged 7
		SP:Iteration 37Q (9357.190000 sec): 3 clusters
  Score: Raw -2522088.249953 + Penalty 3249.535391 = -2518838.714562
  nChanged 4
		SP:Iteration 38Q (9357.500000 sec): 3 clusters
  Score: Raw -2522088.420763 + Penalty 3249.535391 = -2518838.885372
  nChanged 10
		SP:Iteration 39Q (9357.840000 sec): 3 clusters
  Score: Raw -2522088.988555 + Penalty 3249.535391 = -2518839.453164
  nChanged 7
		SP:Iteration 40F (9358.160000 sec): 3 clusters
  Score: Raw -2522089.344071 + Penalty 3249.535391 = -2518839.808680
  nChanged 8
		SP:Iteration 41Q (9358.580000 sec): 3 clusters
  Score: Raw -2522089.734209 + Penalty 3249.535391 = -2518840.198818
  nChanged 12
		SP:Iteration 42Q (9358.910000 sec): 3 clusters
  Score: Raw -2522090.719478 + Penalty 3249.535391 = -2518841.184087
  nChanged 14
		SP:Iteration 43Q (9359.260000 sec): 3 clusters
  Score: Raw -2522091.680928 + Penalty 3249.535391 = -2518842.145537
  nChanged 9
		SP:Iteration 44Q (9359.530000 sec): 3 clusters
  Score: Raw -2522092.098875 + Penalty 3249.535391 = -2518842.563484
  nChanged 12
		SP:Iteration 45Q (9359.850000 sec): 3 clusters
  Score: Raw -2522092.650637 + Penalty 3249.535391 = -2518843.115246
  nChanged 5
		SP:Iteration 46Q (9360.090000 sec): 3 clusters
  Score: Raw -2522092.826921 + Penalty 3249.535391 = -2518843.291530
  nChanged 3
		SP:Iteration 47Q (9360.350000 sec): 3 clusters
  Score: Raw -2522092.950308 + Penalty 3249.535391 = -2518843.414917
  nChanged 2
		SP:Iteration 48Q (9360.650000 sec): 3 clusters
  Score: Raw -2522093.038153 + Penalty 3249.535391 = -2518843.502762
  nChanged 0
		SP:Iteration 49F (9360.970000 sec): 3 clusters
  Score: Raw -2522093.038153 + Penalty 3249.535391 = -2518843.502762
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9361.110000 sec): 2 clusters
  Score: Raw -544003.807291 + Penalty 1384.173842 = -542619.633449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9361.360000 sec): 3 clusters
  Score: Raw -541481.991496 + Penalty 2768.347683 = -538713.643813
  nChanged 2035
		SP:Iteration 1F (9361.540000 sec): 3 clusters
  Score: Raw -542700.061339 + Penalty 2768.347683 = -539931.713656
  nChanged 419
		SP:Iteration 2F (9361.730000 sec): 3 clusters
  Score: Raw -543016.843654 + Penalty 2768.347683 = -540248.495970
  nChanged 362
		SP:Iteration 3F (9361.930000 sec): 3 clusters
  Score: Raw -543283.841064 + Penalty 2768.347683 = -540515.493381
  nChanged 320
		SP:Iteration 4F (9362.110000 sec): 3 clusters
  Score: Raw -543531.325620 + Penalty 2768.347683 = -540762.977937
  nChanged 293
		SP:Iteration 5F (9362.310000 sec): 3 clusters
  Score: Raw -543751.735900 + Penalty 2768.347683 = -540983.388217
  nChanged 262
		SP:Iteration 6F (9362.510000 sec): 3 clusters
  Score: Raw -543966.092715 + Penalty 2768.347683 = -541197.745031
  nChanged 243
		SP:Iteration 7Q (9362.700000 sec): 3 clusters
  Score: Raw -544140.943486 + Penalty 2768.347683 = -541372.595803
  nChanged 183
		SP:Iteration 8Q (9362.880000 sec): 3 clusters
  Score: Raw -544251.160906 + Penalty 2768.347683 = -541482.813223
  nChanged 129
		SP:Iteration 9Q (9363.120000 sec): 3 clusters
  Score: Raw -544324.165721 + Penalty 2768.347683 = -541555.818038
  nChanged 117
		SP:Iteration 10Q (9363.290000 sec): 3 clusters
  Score: Raw -544387.614617 + Penalty 2768.347683 = -541619.266934
  nChanged 88
		SP:Iteration 11Q (9363.470000 sec): 3 clusters
  Score: Raw -544431.033423 + Penalty 2768.347683 = -541662.685740
  nChanged 80
		SP:Iteration 12Q (9363.640000 sec): 3 clusters
  Score: Raw -544466.236919 + Penalty 2768.347683 = -541697.889236
  nChanged 74
		SP:Iteration 13Q (9363.930000 sec): 3 clusters
  Score: Raw -544500.040169 + Penalty 2768.347683 = -541731.692486
  nChanged 71
		SP:Iteration 14Q (9364.140000 sec): 3 clusters
  Score: Raw -544536.246395 + Penalty 2768.347683 = -541767.898712
  nChanged 70
		SP:Iteration 15Q (9364.410000 sec): 3 clusters
  Score: Raw -544568.693809 + Penalty 2768.347683 = -541800.346126
  nChanged 70
		SP:Iteration 16Q (9364.610000 sec): 3 clusters
  Score: Raw -544604.033819 + Penalty 2768.347683 = -541835.686136
  nChanged 73
		SP:Iteration 17Q (9364.790000 sec): 3 clusters
  Score: Raw -544639.086600 + Penalty 2768.347683 = -541870.738916
  nChanged 50
		SP:Iteration 18Q (9365.010000 sec): 3 clusters
  Score: Raw -544662.152231 + Penalty 2768.347683 = -541893.804548
  nChanged 41
		SP:Iteration 19Q (9365.210000 sec): 3 clusters
  Score: Raw -544677.683239 + Penalty 2768.347683 = -541909.335556
  nChanged 26
		SP:Iteration 20F (9365.420000 sec): 3 clusters
  Score: Raw -544687.243547 + Penalty 2768.347683 = -541918.895864
  nChanged 28
		SP:Iteration 21Q (9365.640000 sec): 3 clusters
  Score: Raw -544700.379466 + Penalty 2768.347683 = -541932.031782
  nChanged 25
		SP:Iteration 22Q (9365.900000 sec): 3 clusters
  Score: Raw -544712.991803 + Penalty 2768.347683 = -541944.644119
  nChanged 29
		SP:Iteration 23Q (9366.100000 sec): 3 clusters
  Score: Raw -544726.662362 + Penalty 2768.347683 = -541958.314679
  nChanged 24
		SP:Iteration 24Q (9366.320000 sec): 3 clusters
  Score: Raw -544738.703084 + Penalty 2768.347683 = -541970.355401
  nChanged 18
		SP:Iteration 25Q (9366.560000 sec): 3 clusters
  Score: Raw -544745.610248 + Penalty 2768.347683 = -541977.262565
  nChanged 13
		SP:Iteration 26Q (9366.770000 sec): 3 clusters
  Score: Raw -544749.914919 + Penalty 2768.347683 = -541981.567236
  nChanged 12
		SP:Iteration 27Q (9366.920000 sec): 3 clusters
  Score: Raw -544754.749111 + Penalty 2768.347683 = -541986.401428
  nChanged 10
		SP:Iteration 28Q (9367.080000 sec): 3 clusters
  Score: Raw -544757.294492 + Penalty 2768.347683 = -541988.946809
  nChanged 8
		SP:Iteration 29Q (9367.300000 sec): 3 clusters
  Score: Raw -544760.015773 + Penalty 2768.347683 = -541991.668090
  nChanged 10
		SP:Iteration 30Q (9367.500000 sec): 3 clusters
  Score: Raw -544763.429275 + Penalty 2768.347683 = -541995.081592
  nChanged 10
		SP:Iteration 31Q (9367.730000 sec): 3 clusters
  Score: Raw -544767.906390 + Penalty 2768.347683 = -541999.558706
  nChanged 8
		SP:Iteration 32Q (9367.940000 sec): 3 clusters
  Score: Raw -544772.685289 + Penalty 2768.347683 = -542004.337606
  nChanged 10
		SP:Iteration 33Q (9368.150000 sec): 3 clusters
  Score: Raw -544778.279445 + Penalty 2768.347683 = -542009.931762
  nChanged 8
		SP:Iteration 34Q (9368.360000 sec): 3 clusters
  Score: Raw -544781.405417 + Penalty 2768.347683 = -542013.057734
  nChanged 4
		SP:Iteration 35Q (9368.560000 sec): 3 clusters
  Score: Raw -544782.861361 + Penalty 2768.347683 = -542014.513678
  nChanged 2
		SP:Iteration 36Q (9368.760000 sec): 3 clusters
  Score: Raw -544783.344208 + Penalty 2768.347683 = -542014.996525
  nChanged 1
		SP:Iteration 37Q (9368.960000 sec): 3 clusters
  Score: Raw -544783.597478 + Penalty 2768.347683 = -542015.249794
  nChanged 0
		SP:Iteration 38F (9369.170000 sec): 3 clusters
  Score: Raw -544783.597478 + Penalty 2768.347683 = -542015.249794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9369.270000 sec): 2 clusters
  Score: Raw -570839.271446 + Penalty 1399.620410 = -569439.651036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9369.470000 sec): 3 clusters
  Score: Raw -567975.739751 + Penalty 2799.240820 = -565176.498931
  nChanged 2262
		SP:Iteration 1F (9369.640000 sec): 3 clusters
  Score: Raw -569315.202870 + Penalty 2799.240820 = -566515.962050
  nChanged 453
		SP:Iteration 2F (9369.840000 sec): 3 clusters
  Score: Raw -569623.055350 + Penalty 2799.240820 = -566823.814530
  nChanged 397
		SP:Iteration 3F (9370.000000 sec): 3 clusters
  Score: Raw -569882.826434 + Penalty 2799.240820 = -567083.585614
  nChanged 310
		SP:Iteration 4F (9370.170000 sec): 3 clusters
  Score: Raw -570105.959680 + Penalty 2799.240820 = -567306.718860
  nChanged 282
		SP:Iteration 5F (9370.330000 sec): 3 clusters
  Score: Raw -570311.892888 + Penalty 2799.240820 = -567512.652068
  nChanged 263
		SP:Iteration 6Q (9370.490000 sec): 3 clusters
  Score: Raw -570485.079731 + Penalty 2799.240820 = -567685.838911
  nChanged 218
		SP:Iteration 7Q (9370.690000 sec): 3 clusters
  Score: Raw -570620.301576 + Penalty 2799.240820 = -567821.060756
  nChanged 202
		SP:Iteration 8Q (9370.850000 sec): 3 clusters
  Score: Raw -570739.400716 + Penalty 2799.240820 = -567940.159896
  nChanged 163
		SP:Iteration 9Q (9371.130000 sec): 3 clusters
  Score: Raw -570835.297129 + Penalty 2799.240820 = -568036.056309
  nChanged 142
		SP:Iteration 10Q (9371.370000 sec): 3 clusters
  Score: Raw -570913.895165 + Penalty 2799.240820 = -568114.654345
  nChanged 128
		SP:Iteration 11Q (9371.580000 sec): 3 clusters
  Score: Raw -571001.143769 + Penalty 2799.240820 = -568201.902949
  nChanged 103
		SP:Iteration 12Q (9371.800000 sec): 3 clusters
  Score: Raw -571084.542728 + Penalty 2799.240820 = -568285.301908
  nChanged 96
		SP:Iteration 13Q (9372.000000 sec): 3 clusters
  Score: Raw -571140.455483 + Penalty 2799.240820 = -568341.214663
  nChanged 96
		SP:Iteration 14Q (9372.220000 sec): 3 clusters
  Score: Raw -571186.095718 + Penalty 2799.240820 = -568386.854898
  nChanged 65
		SP:Iteration 15Q (9372.420000 sec): 3 clusters
  Score: Raw -571214.775601 + Penalty 2799.240820 = -568415.534781
  nChanged 56
		SP:Iteration 16Q (9372.640000 sec): 3 clusters
  Score: Raw -571237.611876 + Penalty 2799.240820 = -568438.371056
  nChanged 45
		SP:Iteration 17Q (9372.900000 sec): 3 clusters
  Score: Raw -571249.155471 + Penalty 2799.240820 = -568449.914651
  nChanged 35
		SP:Iteration 18Q (9373.130000 sec): 3 clusters
  Score: Raw -571263.240872 + Penalty 2799.240820 = -568464.000051
  nChanged 34
		SP:Iteration 19Q (9373.330000 sec): 3 clusters
  Score: Raw -571270.567238 + Penalty 2799.240820 = -568471.326418
  nChanged 15
		SP:Iteration 20F (9373.510000 sec): 3 clusters
  Score: Raw -571274.234978 + Penalty 2799.240820 = -568474.994158
  nChanged 8
		SP:Iteration 21Q (9373.760000 sec): 3 clusters
  Score: Raw -571275.301177 + Penalty 2799.240820 = -568476.060357
  nChanged 8
		SP:Iteration 22Q (9373.950000 sec): 3 clusters
  Score: Raw -571276.668620 + Penalty 2799.240820 = -568477.427800
  nChanged 5
		SP:Iteration 23Q (9374.120000 sec): 3 clusters
  Score: Raw -571277.685345 + Penalty 2799.240820 = -568478.444524
  nChanged 6
		SP:Iteration 24Q (9374.310000 sec): 3 clusters
  Score: Raw -571278.676064 + Penalty 2799.240820 = -568479.435244
  nChanged 5
		SP:Iteration 25Q (9374.520000 sec): 3 clusters
  Score: Raw -571279.965721 + Penalty 2799.240820 = -568480.724901
  nChanged 5
		SP:Iteration 26Q (9374.730000 sec): 3 clusters
  Score: Raw -571280.870314 + Penalty 2799.240820 = -568481.629494
  nChanged 3
		SP:Iteration 27Q (9374.980000 sec): 3 clusters
  Score: Raw -571281.395678 + Penalty 2799.240820 = -568482.154858
  nChanged 2
		SP:Iteration 28Q (9375.160000 sec): 3 clusters
  Score: Raw -571281.807753 + Penalty 2799.240820 = -568482.566933
  nChanged 1
		SP:Iteration 29Q (9375.330000 sec): 3 clusters
  Score: Raw -571282.177162 + Penalty 2799.240820 = -568482.936342
  nChanged 0
		SP:Iteration 30F (9375.570000 sec): 3 clusters
  Score: Raw -571282.177162 + Penalty 2799.240820 = -568482.936342
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (45151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9375.960000 sec): 2 clusters
  Score: Raw -5466996.806625 + Penalty 1741.637252 = -5465255.169373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9376.390000 sec): 3 clusters
  Score: Raw -5438547.357421 + Penalty 3483.274505 = -5435064.082916
  nChanged 21117
		SP:Iteration 1F (9376.790000 sec): 3 clusters
  Score: Raw -5450913.678404 + Penalty 3483.274505 = -5447430.403899
  nChanged 2072
		SP:Iteration 2Q (9377.200000 sec): 3 clusters
  Score: Raw -5451777.190122 + Penalty 3483.274505 = -5448293.915617
  nChanged 2319
		SP:Iteration 3F (9377.620000 sec): 3 clusters
  Score: Raw -5452966.774469 + Penalty 3483.274505 = -5449483.499964
  nChanged 2669
		SP:Iteration 4F (9378.040000 sec): 3 clusters
  Score: Raw -5454454.778642 + Penalty 3483.274505 = -5450971.504138
  nChanged 2843
		SP:Iteration 5F (9378.480000 sec): 3 clusters
  Score: Raw -5456005.198342 + Penalty 3483.274505 = -5452521.923837
  nChanged 2795
		SP:Iteration 6F (9378.840000 sec): 3 clusters
  Score: Raw -5457473.665888 + Penalty 3483.274505 = -5453990.391383
  nChanged 2462
		SP:Iteration 7F (9379.250000 sec): 3 clusters
  Score: Raw -5458678.971559 + Penalty 3483.274505 = -5455195.697054
  nChanged 2167
		SP:Iteration 8Q (9379.670000 sec): 3 clusters
  Score: Raw -5459703.148509 + Penalty 3483.274505 = -5456219.874004
  nChanged 1841
		SP:Iteration 9Q (9380.070000 sec): 3 clusters
  Score: Raw -5460604.417215 + Penalty 3483.274505 = -5457121.142710
  nChanged 1580
		SP:Iteration 10Q (9380.520000 sec): 3 clusters
  Score: Raw -5461505.333708 + Penalty 3483.274505 = -5458022.059203
  nChanged 1422
		SP:Iteration 11Q (9380.860000 sec): 3 clusters
  Score: Raw -5462521.780577 + Penalty 3483.274505 = -5459038.506072
  nChanged 1418
		SP:Iteration 12Q (9381.310000 sec): 3 clusters
  Score: Raw -5463608.881043 + Penalty 3483.274505 = -5460125.606538
  nChanged 1261
		SP:Iteration 13Q (9381.700000 sec): 3 clusters
  Score: Raw -5464538.813570 + Penalty 3483.274505 = -5461055.539065
  nChanged 1123
		SP:Iteration 14Q (9382.100000 sec): 3 clusters
  Score: Raw -5465185.694073 + Penalty 3483.274505 = -5461702.419568
  nChanged 902
		SP:Iteration 15Q (9382.470000 sec): 3 clusters
  Score: Raw -5465635.854222 + Penalty 3483.274505 = -5462152.579717
  nChanged 774
		SP:Iteration 16Q (9382.800000 sec): 3 clusters
  Score: Raw -5465978.728497 + Penalty 3483.274505 = -5462495.453992
  nChanged 684
		SP:Iteration 17Q (9383.230000 sec): 3 clusters
  Score: Raw -5466256.237256 + Penalty 3483.274505 = -5462772.962751
  nChanged 607
		SP:Iteration 18Q (9383.630000 sec): 3 clusters
  Score: Raw -5466485.252869 + Penalty 3483.274505 = -5463001.978364
  nChanged 586
		SP:Iteration 19Q (9384.060000 sec): 3 clusters
  Score: Raw -5466712.886119 + Penalty 3483.274505 = -5463229.611614
  nChanged 551
		SP:Iteration 20F (9384.390000 sec): 3 clusters
  Score: Raw -5466936.982692 + Penalty 3483.274505 = -5463453.708187
  nChanged 517
		SP:Iteration 21Q (9384.740000 sec): 3 clusters
  Score: Raw -5467138.725954 + Penalty 3483.274505 = -5463655.451449
  nChanged 491
		SP:Iteration 22Q (9385.120000 sec): 3 clusters
  Score: Raw -5467335.495479 + Penalty 3483.274505 = -5463852.220974
  nChanged 428
		SP:Iteration 23Q (9385.580000 sec): 3 clusters
  Score: Raw -5467496.938595 + Penalty 3483.274505 = -5464013.664090
  nChanged 389
		SP:Iteration 24Q (9385.970000 sec): 3 clusters
  Score: Raw -5467651.919685 + Penalty 3483.274505 = -5464168.645180
  nChanged 375
		SP:Iteration 25Q (9386.410000 sec): 3 clusters
  Score: Raw -5467817.552383 + Penalty 3483.274505 = -5464334.277878
  nChanged 344
		SP:Iteration 26Q (9386.780000 sec): 3 clusters
  Score: Raw -5467962.331978 + Penalty 3483.274505 = -5464479.057473
  nChanged 304
		SP:Iteration 27Q (9387.170000 sec): 3 clusters
  Score: Raw -5468096.414792 + Penalty 3483.274505 = -5464613.140287
  nChanged 257
		SP:Iteration 28Q (9387.520000 sec): 3 clusters
  Score: Raw -5468200.341251 + Penalty 3483.274505 = -5464717.066746
  nChanged 225
		SP:Iteration 29Q (9387.980000 sec): 3 clusters
  Score: Raw -5468283.287216 + Penalty 3483.274505 = -5464800.012711
  nChanged 181
		SP:Iteration 30Q (9388.320000 sec): 3 clusters
  Score: Raw -5468355.390709 + Penalty 3483.274505 = -5464872.116204
  nChanged 180
		SP:Iteration 31Q (9388.710000 sec): 3 clusters
  Score: Raw -5468427.187547 + Penalty 3483.274505 = -5464943.913042
  nChanged 153
		SP:Iteration 32Q (9389.150000 sec): 3 clusters
  Score: Raw -5468487.055113 + Penalty 3483.274505 = -5465003.780608
  nChanged 135
		SP:Iteration 33Q (9389.570000 sec): 3 clusters
  Score: Raw -5468534.560408 + Penalty 3483.274505 = -5465051.285903
  nChanged 108
		SP:Iteration 34Q (9389.950000 sec): 3 clusters
  Score: Raw -5468569.617862 + Penalty 3483.274505 = -5465086.343357
  nChanged 79
		SP:Iteration 35Q (9390.330000 sec): 3 clusters
  Score: Raw -5468593.630038 + Penalty 3483.274505 = -5465110.355533
  nChanged 88
		SP:Iteration 36Q (9390.710000 sec): 3 clusters
  Score: Raw -5468618.315943 + Penalty 3483.274505 = -5465135.041438
  nChanged 81
		SP:Iteration 37Q (9391.130000 sec): 3 clusters
  Score: Raw -5468639.701140 + Penalty 3483.274505 = -5465156.426635
  nChanged 65
		SP:Iteration 38Q (9391.510000 sec): 3 clusters
  Score: Raw -5468657.425242 + Penalty 3483.274505 = -5465174.150737
  nChanged 51
		SP:Iteration 39Q (9391.950000 sec): 3 clusters
  Score: Raw -5468670.381709 + Penalty 3483.274505 = -5465187.107204
  nChanged 39
		SP:Iteration 40F (9392.360000 sec): 3 clusters
  Score: Raw -5468680.990755 + Penalty 3483.274505 = -5465197.716250
  nChanged 41
		SP:Iteration 41Q (9392.750000 sec): 3 clusters
  Score: Raw -5468691.168356 + Penalty 3483.274505 = -5465207.893851
  nChanged 37
		SP:Iteration 42Q (9393.190000 sec): 3 clusters
  Score: Raw -5468700.485603 + Penalty 3483.274505 = -5465217.211098
  nChanged 32
		SP:Iteration 43Q (9393.580000 sec): 3 clusters
  Score: Raw -5468708.097166 + Penalty 3483.274505 = -5465224.822661
  nChanged 32
		SP:Iteration 44Q (9393.980000 sec): 3 clusters
  Score: Raw -5468717.015274 + Penalty 3483.274505 = -5465233.740769
  nChanged 30
		SP:Iteration 45Q (9394.350000 sec): 3 clusters
  Score: Raw -5468725.799590 + Penalty 3483.274505 = -5465242.525086
  nChanged 27
		SP:Iteration 46Q (9394.800000 sec): 3 clusters
  Score: Raw -5468732.074930 + Penalty 3483.274505 = -5465248.800425
  nChanged 19
		SP:Iteration 47Q (9395.200000 sec): 3 clusters
  Score: Raw -5468735.990087 + Penalty 3483.274505 = -5465252.715582
  nChanged 15
		SP:Iteration 48Q (9395.630000 sec): 3 clusters
  Score: Raw -5468738.646800 + Penalty 3483.274505 = -5465255.372295
  nChanged 8
		SP:Iteration 49Q (9396.010000 sec): 3 clusters
  Score: Raw -5468739.850846 + Penalty 3483.274505 = -5465256.576341
  nChanged 8
		SP:Iteration 50Q (9396.390000 sec): 3 clusters
  Score: Raw -5468741.136902 + Penalty 3483.274505 = -5465257.862397
  nChanged 7
		SP:Iteration 51Q (9396.790000 sec): 3 clusters
  Score: Raw -5468742.065185 + Penalty 3483.274505 = -5465258.790680
  nChanged 2
		SP:Iteration 52Q (9397.180000 sec): 3 clusters
  Score: Raw -5468742.458363 + Penalty 3483.274505 = -5465259.183858
  nChanged 1
		SP:Iteration 53Q (9397.570000 sec): 3 clusters
  Score: Raw -5468742.750359 + Penalty 3483.274505 = -5465259.475855
  nChanged 3
		SP:Iteration 54Q (9397.930000 sec): 3 clusters
  Score: Raw -5468743.234197 + Penalty 3483.274505 = -5465259.959692
  nChanged 6
		SP:Iteration 55Q (9398.320000 sec): 3 clusters
  Score: Raw -5468744.564258 + Penalty 3483.274505 = -5465261.289753
  nChanged 2
		SP:Iteration 56Q (9398.730000 sec): 3 clusters
  Score: Raw -5468744.797136 + Penalty 3483.274505 = -5465261.522632
  nChanged 1
		SP:Iteration 57Q (9399.090000 sec): 3 clusters
  Score: Raw -5468745.029851 + Penalty 3483.274505 = -5465261.755347
  nChanged 1
		SP:Iteration 58Q (9399.510000 sec): 3 clusters
  Score: Raw -5468745.164251 + Penalty 3483.274505 = -5465261.889746
  nChanged 0
		SP:Iteration 59F (9399.910000 sec): 3 clusters
  Score: Raw -5468745.164251 + Penalty 3483.274505 = -5465261.889746
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (6077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9400.080000 sec): 2 clusters
  Score: Raw -739189.652289 + Penalty 1415.743295 = -737773.908994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9400.330000 sec): 3 clusters
  Score: Raw -736048.890690 + Penalty 2831.486590 = -733217.404100
  nChanged 2459
		SP:Iteration 1F (9400.520000 sec): 3 clusters
  Score: Raw -737592.848274 + Penalty 2831.486590 = -734761.361683
  nChanged 565
		SP:Iteration 2F (9400.720000 sec): 3 clusters
  Score: Raw -738071.311251 + Penalty 2831.486590 = -735239.824661
  nChanged 468
		SP:Iteration 3F (9400.890000 sec): 3 clusters
  Score: Raw -738450.755500 + Penalty 2831.486590 = -735619.268909
  nChanged 396
		SP:Iteration 4F (9401.100000 sec): 3 clusters
  Score: Raw -738720.213203 + Penalty 2831.486590 = -735888.726613
  nChanged 290
		SP:Iteration 5Q (9401.280000 sec): 3 clusters
  Score: Raw -738893.626550 + Penalty 2831.486590 = -736062.139960
  nChanged 219
		SP:Iteration 6Q (9401.440000 sec): 3 clusters
  Score: Raw -739000.426536 + Penalty 2831.486590 = -736168.939946
  nChanged 138
		SP:Iteration 7Q (9401.620000 sec): 3 clusters
  Score: Raw -739057.957771 + Penalty 2831.486590 = -736226.471180
  nChanged 98
		SP:Iteration 8Q (9401.860000 sec): 3 clusters
  Score: Raw -739094.773734 + Penalty 2831.486590 = -736263.287143
  nChanged 82
		SP:Iteration 9Q (9402.040000 sec): 3 clusters
  Score: Raw -739118.464109 + Penalty 2831.486590 = -736286.977519
  nChanged 56
		SP:Iteration 10Q (9402.250000 sec): 3 clusters
  Score: Raw -739135.482947 + Penalty 2831.486590 = -736303.996357
  nChanged 54
		SP:Iteration 11Q (9402.400000 sec): 3 clusters
  Score: Raw -739149.032687 + Penalty 2831.486590 = -736317.546097
  nChanged 41
		SP:Iteration 12Q (9402.590000 sec): 3 clusters
  Score: Raw -739159.631334 + Penalty 2831.486590 = -736328.144743
  nChanged 33
		SP:Iteration 13Q (9402.830000 sec): 3 clusters
  Score: Raw -739167.039001 + Penalty 2831.486590 = -736335.552411
  nChanged 20
		SP:Iteration 14Q (9403.030000 sec): 3 clusters
  Score: Raw -739171.987746 + Penalty 2831.486590 = -736340.501156
  nChanged 17
		SP:Iteration 15Q (9403.240000 sec): 3 clusters
  Score: Raw -739176.554193 + Penalty 2831.486590 = -736345.067603
  nChanged 16
		SP:Iteration 16Q (9403.440000 sec): 3 clusters
  Score: Raw -739179.717659 + Penalty 2831.486590 = -736348.231068
  nChanged 10
		SP:Iteration 17Q (9403.640000 sec): 3 clusters
  Score: Raw -739182.140259 + Penalty 2831.486590 = -736350.653668
  nChanged 9
		SP:Iteration 18Q (9403.820000 sec): 3 clusters
  Score: Raw -739183.811106 + Penalty 2831.486590 = -736352.324516
  nChanged 9
		SP:Iteration 19Q (9404.050000 sec): 3 clusters
  Score: Raw -739185.502071 + Penalty 2831.486590 = -736354.015481
  nChanged 9
		SP:Iteration 20F (9404.320000 sec): 3 clusters
  Score: Raw -739187.624981 + Penalty 2831.486590 = -736356.138391
  nChanged 8
		SP:Iteration 21Q (9404.480000 sec): 3 clusters
  Score: Raw -739189.082373 + Penalty 2831.486590 = -736357.595782
  nChanged 3
		SP:Iteration 22Q (9404.700000 sec): 3 clusters
  Score: Raw -739189.518222 + Penalty 2831.486590 = -736358.031632
  nChanged 2
		SP:Iteration 23Q (9404.940000 sec): 3 clusters
  Score: Raw -739189.854575 + Penalty 2831.486590 = -736358.367984
  nChanged 4
		SP:Iteration 24Q (9405.180000 sec): 3 clusters
  Score: Raw -739190.235685 + Penalty 2831.486590 = -736358.749095
  nChanged 2
		SP:Iteration 25Q (9405.350000 sec): 3 clusters
  Score: Raw -739190.661984 + Penalty 2831.486590 = -736359.175393
  nChanged 0
		SP:Iteration 26F (9405.620000 sec): 3 clusters
  Score: Raw -739190.661984 + Penalty 2831.486590 = -736359.175393
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9405.730000 sec): 2 clusters
  Score: Raw -17334.908124 + Penalty 841.124332 = -16493.783793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9405.880000 sec): 3 clusters
  Score: Raw -17491.396203 + Penalty 1682.248663 = -15809.147540
  nChanged 27
		SP:Iteration 1F (9406.100000 sec): 3 clusters
  Score: Raw -17624.492997 + Penalty 1682.248663 = -15942.244334
  nChanged 7
		SP:Iteration 2Q (9406.250000 sec): 3 clusters
  Score: Raw -17674.368476 + Penalty 1682.248663 = -15992.119813
  nChanged 6
		SP:Iteration 3Q (9406.450000 sec): 3 clusters
  Score: Raw -17726.370976 + Penalty 1682.248663 = -16044.122313
  nChanged 10
		SP:Iteration 4F (9406.640000 sec): 3 clusters
  Score: Raw -17870.101368 + Penalty 1682.248663 = -16187.852705
  nChanged 5
		SP:Iteration 5Q (9406.820000 sec): 3 clusters
  Score: Raw -17921.562512 + Penalty 1682.248663 = -16239.313849
  nChanged 4
		SP:Iteration 6Q (9406.960000 sec): 3 clusters
  Score: Raw -17973.542860 + Penalty 1682.248663 = -16291.294197
  nChanged 3
		SP:Iteration 7Q (9407.200000 sec): 3 clusters
  Score: Raw -18006.123708 + Penalty 1682.248663 = -16323.875045
  nChanged 1
		SP:Iteration 8Q (9407.340000 sec): 3 clusters
  Score: Raw -18010.074356 + Penalty 1682.248663 = -16327.825693
  nChanged 1
		SP:Iteration 9Q (9407.560000 sec): 3 clusters
  Score: Raw -18012.101112 + Penalty 1682.248663 = -16329.852449
  nChanged 2
		SP:Iteration 10Q (9407.730000 sec): 3 clusters
  Score: Raw -18017.592093 + Penalty 1682.248663 = -16335.343430
  nChanged 1
		SP:Iteration 11Q (9407.920000 sec): 3 clusters
  Score: Raw -18020.177014 + Penalty 1682.248663 = -16337.928351
  nChanged 1
		SP:Iteration 12Q (9408.120000 sec): 3 clusters
  Score: Raw -18071.211274 + Penalty 1682.248663 = -16388.962611
  nChanged 4
		SP:Iteration 13Q (9408.320000 sec): 3 clusters
  Score: Raw -18130.934324 + Penalty 1682.248663 = -16448.685661
  nChanged 2
		SP:Iteration 14Q (9408.580000 sec): 3 clusters
  Score: Raw -18138.719510 + Penalty 1682.248663 = -16456.470847
  nChanged 0
		SP:Iteration 15F (9408.780000 sec): 3 clusters
  Score: Raw -18140.020164 + Penalty 1682.248663 = -16457.771501
  nChanged 1
		SP:Iteration 16Q (9408.960000 sec): 3 clusters
  Score: Raw -18152.110596 + Penalty 1682.248663 = -16469.861933
  nChanged 1
		SP:Iteration 17Q (9409.120000 sec): 3 clusters
  Score: Raw -18161.013107 + Penalty 1682.248663 = -16478.764444
  nChanged 0
		SP:Iteration 18F (9409.310000 sec): 3 clusters
  Score: Raw -18161.013107 + Penalty 1682.248663 = -16478.764444
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9409.450000 sec): 2 clusters
  Score: Raw -30574.818425 + Penalty 937.859183 = -29636.959243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9409.650000 sec): 3 clusters
  Score: Raw -30685.044879 + Penalty 1875.718365 = -28809.326514
  nChanged 91
		SP:Iteration 1F (9409.850000 sec): 3 clusters
  Score: Raw -30891.549317 + Penalty 1875.718365 = -29015.830952
  nChanged 23
		SP:Iteration 2F (9410.080000 sec): 3 clusters
  Score: Raw -31031.160252 + Penalty 1875.718365 = -29155.441887
  nChanged 26
		SP:Iteration 3F (9410.320000 sec): 3 clusters
  Score: Raw -31124.310027 + Penalty 1875.718365 = -29248.591662
  nChanged 22
		SP:Iteration 4F (9410.500000 sec): 3 clusters
  Score: Raw -31218.471735 + Penalty 1875.718365 = -29342.753370
  nChanged 10
		SP:Iteration 5Q (9410.680000 sec): 3 clusters
  Score: Raw -31272.468678 + Penalty 1875.718365 = -29396.750313
  nChanged 10
		SP:Iteration 6Q (9410.860000 sec): 3 clusters
  Score: Raw -31377.143486 + Penalty 1875.718365 = -29501.425121
  nChanged 9
		SP:Iteration 7Q (9411.050000 sec): 3 clusters
  Score: Raw -31516.142067 + Penalty 1875.718365 = -29640.423702
  nChanged 5
		SP:Iteration 8Q (9411.260000 sec): 3 clusters
  Score: Raw -31563.310583 + Penalty 1875.718365 = -29687.592218
  nChanged 1
		SP:Iteration 9Q (9411.420000 sec): 3 clusters
  Score: Raw -31570.528449 + Penalty 1875.718365 = -29694.810084
  nChanged 1
		SP:Iteration 10Q (9411.580000 sec): 3 clusters
  Score: Raw -31576.978003 + Penalty 1875.718365 = -29701.259638
  nChanged 0
		SP:Iteration 11F (9411.760000 sec): 3 clusters
  Score: Raw -31576.978003 + Penalty 1875.718365 = -29701.259638
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9411.870000 sec): 2 clusters
  Score: Raw -753539.499322 + Penalty 1411.736762 = -752127.762560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9412.090000 sec): 3 clusters
  Score: Raw -750311.327735 + Penalty 2823.473524 = -747487.854210
  nChanged 2482
		SP:Iteration 1F (9412.260000 sec): 3 clusters
  Score: Raw -751622.132467 + Penalty 2823.473524 = -748798.658943
  nChanged 402
		SP:Iteration 2F (9412.480000 sec): 3 clusters
  Score: Raw -751807.074617 + Penalty 2823.473524 = -748983.601093
  nChanged 308
		SP:Iteration 3F (9412.700000 sec): 3 clusters
  Score: Raw -751941.264236 + Penalty 2823.473524 = -749117.790712
  nChanged 248
		SP:Iteration 4Q (9412.890000 sec): 3 clusters
  Score: Raw -752050.982332 + Penalty 2823.473524 = -749227.508807
  nChanged 221
		SP:Iteration 5Q (9413.100000 sec): 3 clusters
  Score: Raw -752145.795322 + Penalty 2823.473524 = -749322.321798
  nChanged 184
		SP:Iteration 6Q (9413.320000 sec): 3 clusters
  Score: Raw -752226.046639 + Penalty 2823.473524 = -749402.573115
  nChanged 188
		SP:Iteration 7Q (9413.520000 sec): 3 clusters
  Score: Raw -752317.207699 + Penalty 2823.473524 = -749493.734174
  nChanged 223
		SP:Iteration 8Q (9413.750000 sec): 3 clusters
  Score: Raw -752440.824736 + Penalty 2823.473524 = -749617.351211
  nChanged 225
		SP:Iteration 9Q (9413.940000 sec): 3 clusters
  Score: Raw -752565.171973 + Penalty 2823.473524 = -749741.698449
  nChanged 219
		SP:Iteration 10Q (9414.170000 sec): 3 clusters
  Score: Raw -752687.766792 + Penalty 2823.473524 = -749864.293268
  nChanged 221
		SP:Iteration 11Q (9414.320000 sec): 3 clusters
  Score: Raw -752812.612597 + Penalty 2823.473524 = -749989.139073
  nChanged 202
		SP:Iteration 12Q (9414.520000 sec): 3 clusters
  Score: Raw -752932.728145 + Penalty 2823.473524 = -750109.254621
  nChanged 181
		SP:Iteration 13Q (9414.720000 sec): 3 clusters
  Score: Raw -753046.004370 + Penalty 2823.473524 = -750222.530846
  nChanged 173
		SP:Iteration 14Q (9414.910000 sec): 3 clusters
  Score: Raw -753175.045985 + Penalty 2823.473524 = -750351.572460
  nChanged 154
		SP:Iteration 15Q (9415.090000 sec): 3 clusters
  Score: Raw -753283.761002 + Penalty 2823.473524 = -750460.287478
  nChanged 122
		SP:Iteration 16Q (9415.280000 sec): 3 clusters
  Score: Raw -753370.167228 + Penalty 2823.473524 = -750546.693704
  nChanged 116
		SP:Iteration 17Q (9415.500000 sec): 3 clusters
  Score: Raw -753463.880695 + Penalty 2823.473524 = -750640.407171
  nChanged 92
		SP:Iteration 18Q (9415.750000 sec): 3 clusters
  Score: Raw -753537.328275 + Penalty 2823.473524 = -750713.854750
  nChanged 75
		SP:Iteration 19Q (9415.900000 sec): 3 clusters
  Score: Raw -753597.797252 + Penalty 2823.473524 = -750774.323728
  nChanged 60
		SP:Iteration 20F (9416.110000 sec): 3 clusters
  Score: Raw -753640.061385 + Penalty 2823.473524 = -750816.587861
  nChanged 41
		SP:Iteration 21Q (9416.320000 sec): 3 clusters
  Score: Raw -753663.204739 + Penalty 2823.473524 = -750839.731215
  nChanged 23
		SP:Iteration 22Q (9416.510000 sec): 3 clusters
  Score: Raw -753674.281739 + Penalty 2823.473524 = -750850.808215
  nChanged 22
		SP:Iteration 23Q (9416.740000 sec): 3 clusters
  Score: Raw -753683.714874 + Penalty 2823.473524 = -750860.241350
  nChanged 19
		SP:Iteration 24Q (9416.920000 sec): 3 clusters
  Score: Raw -753693.170149 + Penalty 2823.473524 = -750869.696625
  nChanged 13
		SP:Iteration 25Q (9417.140000 sec): 3 clusters
  Score: Raw -753699.212103 + Penalty 2823.473524 = -750875.738578
  nChanged 16
		SP:Iteration 26Q (9417.310000 sec): 3 clusters
  Score: Raw -753705.395478 + Penalty 2823.473524 = -750881.921954
  nChanged 10
		SP:Iteration 27Q (9417.530000 sec): 3 clusters
  Score: Raw -753711.535660 + Penalty 2823.473524 = -750888.062135
  nChanged 8
		SP:Iteration 28Q (9417.700000 sec): 3 clusters
  Score: Raw -753715.573797 + Penalty 2823.473524 = -750892.100273
  nChanged 2
		SP:Iteration 29Q (9417.920000 sec): 3 clusters
  Score: Raw -753716.302699 + Penalty 2823.473524 = -750892.829175
  nChanged 4
		SP:Iteration 30Q (9418.100000 sec): 3 clusters
  Score: Raw -753718.568849 + Penalty 2823.473524 = -750895.095325
  nChanged 2
		SP:Iteration 31Q (9418.320000 sec): 3 clusters
  Score: Raw -753719.508534 + Penalty 2823.473524 = -750896.035010
  nChanged 2
		SP:Iteration 32Q (9418.520000 sec): 3 clusters
  Score: Raw -753720.033775 + Penalty 2823.473524 = -750896.560250
  nChanged 0
		SP:Iteration 33F (9418.700000 sec): 3 clusters
  Score: Raw -753720.033775 + Penalty 2823.473524 = -750896.560250
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (8513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9418.820000 sec): 2 clusters
  Score: Raw -988591.498293 + Penalty 1470.519324 = -987120.978969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9419.000000 sec): 3 clusters
  Score: Raw -983849.431808 + Penalty 2941.038648 = -980908.393160
  nChanged 3665
		SP:Iteration 1F (9419.220000 sec): 3 clusters
  Score: Raw -985806.342814 + Penalty 2941.038648 = -982865.304166
  nChanged 629
		SP:Iteration 2F (9419.420000 sec): 3 clusters
  Score: Raw -986259.016555 + Penalty 2941.038648 = -983317.977907
  nChanged 626
		SP:Iteration 3F (9419.610000 sec): 3 clusters
  Score: Raw -986820.272321 + Penalty 2941.038648 = -983879.233673
  nChanged 637
		SP:Iteration 4F (9419.850000 sec): 3 clusters
  Score: Raw -987438.201878 + Penalty 2941.038648 = -984497.163230
  nChanged 649
		SP:Iteration 5F (9420.060000 sec): 3 clusters
  Score: Raw -987999.228420 + Penalty 2941.038648 = -985058.189773
  nChanged 572
		SP:Iteration 6F (9420.270000 sec): 3 clusters
  Score: Raw -988407.016951 + Penalty 2941.038648 = -985465.978303
  nChanged 446
		SP:Iteration 7F (9420.440000 sec): 3 clusters
  Score: Raw -988665.020908 + Penalty 2941.038648 = -985723.982260
  nChanged 316
		SP:Iteration 8Q (9420.680000 sec): 3 clusters
  Score: Raw -988808.179794 + Penalty 2941.038648 = -985867.141146
  nChanged 233
		SP:Iteration 9Q (9420.910000 sec): 3 clusters
  Score: Raw -988906.020766 + Penalty 2941.038648 = -985964.982118
  nChanged 172
		SP:Iteration 10Q (9421.120000 sec): 3 clusters
  Score: Raw -988967.869532 + Penalty 2941.038648 = -986026.830884
  nChanged 123
		SP:Iteration 11Q (9421.330000 sec): 3 clusters
  Score: Raw -989005.113997 + Penalty 2941.038648 = -986064.075349
  nChanged 90
		SP:Iteration 12Q (9421.530000 sec): 3 clusters
  Score: Raw -989031.967122 + Penalty 2941.038648 = -986090.928474
  nChanged 75
		SP:Iteration 13Q (9421.720000 sec): 3 clusters
  Score: Raw -989052.069668 + Penalty 2941.038648 = -986111.031020
  nChanged 64
		SP:Iteration 14Q (9421.950000 sec): 3 clusters
  Score: Raw -989069.790810 + Penalty 2941.038648 = -986128.752162
  nChanged 70
		SP:Iteration 15Q (9422.160000 sec): 3 clusters
  Score: Raw -989090.493941 + Penalty 2941.038648 = -986149.455293
  nChanged 51
		SP:Iteration 16Q (9422.360000 sec): 3 clusters
  Score: Raw -989104.952002 + Penalty 2941.038648 = -986163.913354
  nChanged 47
		SP:Iteration 17Q (9422.570000 sec): 3 clusters
  Score: Raw -989116.655374 + Penalty 2941.038648 = -986175.616726
  nChanged 41
		SP:Iteration 18Q (9422.780000 sec): 3 clusters
  Score: Raw -989128.403961 + Penalty 2941.038648 = -986187.365313
  nChanged 50
		SP:Iteration 19Q (9423.030000 sec): 3 clusters
  Score: Raw -989142.211261 + Penalty 2941.038648 = -986201.172613
  nChanged 52
		SP:Iteration 20F (9423.230000 sec): 3 clusters
  Score: Raw -989161.438840 + Penalty 2941.038648 = -986220.400192
  nChanged 48
		SP:Iteration 21Q (9423.470000 sec): 3 clusters
  Score: Raw -989175.994232 + Penalty 2941.038648 = -986234.955584
  nChanged 39
		SP:Iteration 22Q (9423.670000 sec): 3 clusters
  Score: Raw -989187.483787 + Penalty 2941.038648 = -986246.445139
  nChanged 55
		SP:Iteration 23Q (9423.900000 sec): 3 clusters
  Score: Raw -989206.796810 + Penalty 2941.038648 = -986265.758162
  nChanged 61
		SP:Iteration 24Q (9424.130000 sec): 3 clusters
  Score: Raw -989232.122657 + Penalty 2941.038648 = -986291.084010
  nChanged 73
		SP:Iteration 25Q (9424.360000 sec): 3 clusters
  Score: Raw -989267.875997 + Penalty 2941.038648 = -986326.837349
  nChanged 77
		SP:Iteration 26Q (9424.600000 sec): 3 clusters
  Score: Raw -989309.888438 + Penalty 2941.038648 = -986368.849790
  nChanged 81
		SP:Iteration 27Q (9424.760000 sec): 3 clusters
  Score: Raw -989347.552934 + Penalty 2941.038648 = -986406.514286
  nChanged 66
		SP:Iteration 28Q (9424.990000 sec): 3 clusters
  Score: Raw -989376.298991 + Penalty 2941.038648 = -986435.260343
  nChanged 57
		SP:Iteration 29Q (9425.230000 sec): 3 clusters
  Score: Raw -989402.975852 + Penalty 2941.038648 = -986461.937204
  nChanged 43
		SP:Iteration 30Q (9425.440000 sec): 3 clusters
  Score: Raw -989427.284310 + Penalty 2941.038648 = -986486.245662
  nChanged 44
		SP:Iteration 31Q (9425.660000 sec): 3 clusters
  Score: Raw -989449.188933 + Penalty 2941.038648 = -986508.150285
  nChanged 38
		SP:Iteration 32Q (9425.910000 sec): 3 clusters
  Score: Raw -989462.161060 + Penalty 2941.038648 = -986521.122412
  nChanged 34
		SP:Iteration 33Q (9426.080000 sec): 3 clusters
  Score: Raw -989473.079434 + Penalty 2941.038648 = -986532.040787
  nChanged 45
		SP:Iteration 34Q (9426.290000 sec): 3 clusters
  Score: Raw -989485.800590 + Penalty 2941.038648 = -986544.761942
  nChanged 28
		SP:Iteration 35Q (9426.510000 sec): 3 clusters
  Score: Raw -989492.102204 + Penalty 2941.038648 = -986551.063556
  nChanged 26
		SP:Iteration 36Q (9426.690000 sec): 3 clusters
  Score: Raw -989498.443592 + Penalty 2941.038648 = -986557.404944
  nChanged 28
		SP:Iteration 37Q (9426.910000 sec): 3 clusters
  Score: Raw -989506.783047 + Penalty 2941.038648 = -986565.744399
  nChanged 33
		SP:Iteration 38Q (9427.120000 sec): 3 clusters
  Score: Raw -989516.325380 + Penalty 2941.038648 = -986575.286732
  nChanged 28
		SP:Iteration 39Q (9427.280000 sec): 3 clusters
  Score: Raw -989523.426364 + Penalty 2941.038648 = -986582.387716
  nChanged 25
		SP:Iteration 40F (9427.520000 sec): 3 clusters
  Score: Raw -989528.120230 + Penalty 2941.038648 = -986587.081582
  nChanged 18
		SP:Iteration 41Q (9427.710000 sec): 3 clusters
  Score: Raw -989531.194673 + Penalty 2941.038648 = -986590.156025
  nChanged 20
		SP:Iteration 42Q (9427.950000 sec): 3 clusters
  Score: Raw -989535.010302 + Penalty 2941.038648 = -986593.971654
  nChanged 11
		SP:Iteration 43Q (9428.170000 sec): 3 clusters
  Score: Raw -989536.623069 + Penalty 2941.038648 = -986595.584421
  nChanged 7
		SP:Iteration 44Q (9428.350000 sec): 3 clusters
  Score: Raw -989538.002596 + Penalty 2941.038648 = -986596.963948
  nChanged 6
		SP:Iteration 45Q (9428.530000 sec): 3 clusters
  Score: Raw -989539.613773 + Penalty 2941.038648 = -986598.575125
  nChanged 8
		SP:Iteration 46Q (9428.750000 sec): 3 clusters
  Score: Raw -989541.257701 + Penalty 2941.038648 = -986600.219053
  nChanged 7
		SP:Iteration 47Q (9428.930000 sec): 3 clusters
  Score: Raw -989542.278882 + Penalty 2941.038648 = -986601.240235
  nChanged 7
		SP:Iteration 48Q (9429.130000 sec): 3 clusters
  Score: Raw -989543.188061 + Penalty 2941.038648 = -986602.149413
  nChanged 5
		SP:Iteration 49Q (9429.350000 sec): 3 clusters
  Score: Raw -989544.167107 + Penalty 2941.038648 = -986603.128459
  nChanged 4
		SP:Iteration 50Q (9429.520000 sec): 3 clusters
  Score: Raw -989544.762230 + Penalty 2941.038648 = -986603.723582
  nChanged 3
		SP:Iteration 51Q (9429.720000 sec): 3 clusters
  Score: Raw -989545.537463 + Penalty 2941.038648 = -986604.498815
  nChanged 2
		SP:Iteration 52Q (9429.900000 sec): 3 clusters
  Score: Raw -989545.768287 + Penalty 2941.038648 = -986604.729639
  nChanged 1
		SP:Iteration 53Q (9430.150000 sec): 3 clusters
  Score: Raw -989545.825108 + Penalty 2941.038648 = -986604.786460
  nChanged 1
		SP:Iteration 54Q (9430.320000 sec): 3 clusters
  Score: Raw -989545.919797 + Penalty 2941.038648 = -986604.881150
  nChanged 0
		SP:Iteration 55F (9430.520000 sec): 3 clusters
  Score: Raw -989545.919797 + Penalty 2941.038648 = -986604.881150
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9430.670000 sec): 2 clusters
  Score: Raw -698739.979203 + Penalty 1406.952915 = -697333.026288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9430.830000 sec): 3 clusters
  Score: Raw -695621.424312 + Penalty 2813.905830 = -692807.518482
  nChanged 2406
		SP:Iteration 1F (9430.980000 sec): 3 clusters
  Score: Raw -696941.570891 + Penalty 2813.905830 = -694127.665061
  nChanged 448
		SP:Iteration 2F (9431.170000 sec): 3 clusters
  Score: Raw -697213.628753 + Penalty 2813.905830 = -694399.722923
  nChanged 391
		SP:Iteration 3F (9431.410000 sec): 3 clusters
  Score: Raw -697522.066332 + Penalty 2813.905830 = -694708.160502
  nChanged 413
		SP:Iteration 4F (9431.580000 sec): 3 clusters
  Score: Raw -697929.318586 + Penalty 2813.905830 = -695115.412756
  nChanged 470
		SP:Iteration 5F (9431.790000 sec): 3 clusters
  Score: Raw -698398.317737 + Penalty 2813.905830 = -695584.411907
  nChanged 397
		SP:Iteration 6F (9431.960000 sec): 3 clusters
  Score: Raw -698760.345768 + Penalty 2813.905830 = -695946.439938
  nChanged 312
		SP:Iteration 7F (9432.160000 sec): 3 clusters
  Score: Raw -698993.924364 + Penalty 2813.905830 = -696180.018534
  nChanged 213
		SP:Iteration 8Q (9432.350000 sec): 3 clusters
  Score: Raw -699131.160071 + Penalty 2813.905830 = -696317.254241
  nChanged 150
		SP:Iteration 9Q (9432.540000 sec): 3 clusters
  Score: Raw -699205.284613 + Penalty 2813.905830 = -696391.378783
  nChanged 100
		SP:Iteration 10Q (9432.730000 sec): 3 clusters
  Score: Raw -699245.703703 + Penalty 2813.905830 = -696431.797873
  nChanged 90
		SP:Iteration 11Q (9432.950000 sec): 3 clusters
  Score: Raw -699283.362908 + Penalty 2813.905830 = -696469.457078
  nChanged 68
		SP:Iteration 12Q (9433.130000 sec): 3 clusters
  Score: Raw -699311.780293 + Penalty 2813.905830 = -696497.874463
  nChanged 68
		SP:Iteration 13Q (9433.330000 sec): 3 clusters
  Score: Raw -699338.310066 + Penalty 2813.905830 = -696524.404236
  nChanged 62
		SP:Iteration 14Q (9433.570000 sec): 3 clusters
  Score: Raw -699361.096618 + Penalty 2813.905830 = -696547.190788
  nChanged 69
		SP:Iteration 15Q (9433.760000 sec): 3 clusters
  Score: Raw -699388.029837 + Penalty 2813.905830 = -696574.124007
  nChanged 58
		SP:Iteration 16Q (9433.940000 sec): 3 clusters
  Score: Raw -699409.967347 + Penalty 2813.905830 = -696596.061517
  nChanged 71
		SP:Iteration 17Q (9434.180000 sec): 3 clusters
  Score: Raw -699436.573067 + Penalty 2813.905830 = -696622.667237
  nChanged 69
		SP:Iteration 18Q (9434.360000 sec): 3 clusters
  Score: Raw -699459.242435 + Penalty 2813.905830 = -696645.336605
  nChanged 55
		SP:Iteration 19Q (9434.600000 sec): 3 clusters
  Score: Raw -699476.872350 + Penalty 2813.905830 = -696662.966520
  nChanged 47
		SP:Iteration 20F (9434.790000 sec): 3 clusters
  Score: Raw -699492.020013 + Penalty 2813.905830 = -696678.114183
  nChanged 62
		SP:Iteration 21Q (9434.990000 sec): 3 clusters
  Score: Raw -699514.348513 + Penalty 2813.905830 = -696700.442683
  nChanged 61
		SP:Iteration 22Q (9435.160000 sec): 3 clusters
  Score: Raw -699533.835153 + Penalty 2813.905830 = -696719.929323
  nChanged 54
		SP:Iteration 23Q (9435.320000 sec): 3 clusters
  Score: Raw -699550.613969 + Penalty 2813.905830 = -696736.708139
  nChanged 53
		SP:Iteration 24Q (9435.580000 sec): 3 clusters
  Score: Raw -699566.446764 + Penalty 2813.905830 = -696752.540934
  nChanged 40
		SP:Iteration 25Q (9435.790000 sec): 3 clusters
  Score: Raw -699579.241986 + Penalty 2813.905830 = -696765.336156
  nChanged 45
		SP:Iteration 26Q (9435.980000 sec): 3 clusters
  Score: Raw -699591.901931 + Penalty 2813.905830 = -696777.996101
  nChanged 37
		SP:Iteration 27Q (9436.180000 sec): 3 clusters
  Score: Raw -699602.456588 + Penalty 2813.905830 = -696788.550758
  nChanged 35
		SP:Iteration 28Q (9436.420000 sec): 3 clusters
  Score: Raw -699611.821109 + Penalty 2813.905830 = -696797.915279
  nChanged 34
		SP:Iteration 29Q (9436.570000 sec): 3 clusters
  Score: Raw -699620.059742 + Penalty 2813.905830 = -696806.153912
  nChanged 32
		SP:Iteration 30Q (9436.790000 sec): 3 clusters
  Score: Raw -699631.017554 + Penalty 2813.905830 = -696817.111724
  nChanged 36
		SP:Iteration 31Q (9436.980000 sec): 3 clusters
  Score: Raw -699641.023582 + Penalty 2813.905830 = -696827.117752
  nChanged 30
		SP:Iteration 32Q (9437.170000 sec): 3 clusters
  Score: Raw -699649.037008 + Penalty 2813.905830 = -696835.131178
  nChanged 25
		SP:Iteration 33Q (9437.340000 sec): 3 clusters
  Score: Raw -699656.173244 + Penalty 2813.905830 = -696842.267414
  nChanged 29
		SP:Iteration 34Q (9437.520000 sec): 3 clusters
  Score: Raw -699664.500489 + Penalty 2813.905830 = -696850.594659
  nChanged 25
		SP:Iteration 35Q (9437.750000 sec): 3 clusters
  Score: Raw -699671.800872 + Penalty 2813.905830 = -696857.895042
  nChanged 29
		SP:Iteration 36Q (9437.920000 sec): 3 clusters
  Score: Raw -699679.597980 + Penalty 2813.905830 = -696865.692150
  nChanged 24
		SP:Iteration 37Q (9438.100000 sec): 3 clusters
  Score: Raw -699686.857097 + Penalty 2813.905830 = -696872.951267
  nChanged 32
		SP:Iteration 38Q (9438.300000 sec): 3 clusters
  Score: Raw -699698.191039 + Penalty 2813.905830 = -696884.285209
  nChanged 34
		SP:Iteration 39Q (9438.460000 sec): 3 clusters
  Score: Raw -699709.899824 + Penalty 2813.905830 = -696895.993994
  nChanged 31
		SP:Iteration 40F (9438.670000 sec): 3 clusters
  Score: Raw -699720.913315 + Penalty 2813.905830 = -696907.007485
  nChanged 43
		SP:Iteration 41Q (9438.900000 sec): 3 clusters
  Score: Raw -699736.464407 + Penalty 2813.905830 = -696922.558577
  nChanged 36
		SP:Iteration 42Q (9439.070000 sec): 3 clusters
  Score: Raw -699748.177640 + Penalty 2813.905830 = -696934.271810
  nChanged 32
		SP:Iteration 43Q (9439.290000 sec): 3 clusters
  Score: Raw -699758.151391 + Penalty 2813.905830 = -696944.245561
  nChanged 20
		SP:Iteration 44Q (9439.500000 sec): 3 clusters
  Score: Raw -699763.498426 + Penalty 2813.905830 = -696949.592596
  nChanged 14
		SP:Iteration 45Q (9439.750000 sec): 3 clusters
  Score: Raw -699767.042664 + Penalty 2813.905830 = -696953.136834
  nChanged 12
		SP:Iteration 46Q (9439.900000 sec): 3 clusters
  Score: Raw -699770.489702 + Penalty 2813.905830 = -696956.583872
  nChanged 13
		SP:Iteration 47Q (9440.120000 sec): 3 clusters
  Score: Raw -699773.791026 + Penalty 2813.905830 = -696959.885196
  nChanged 14
		SP:Iteration 48Q (9440.280000 sec): 3 clusters
  Score: Raw -699776.823935 + Penalty 2813.905830 = -696962.918105
  nChanged 10
		SP:Iteration 49Q (9440.490000 sec): 3 clusters
  Score: Raw -699779.519152 + Penalty 2813.905830 = -696965.613322
  nChanged 7
		SP:Iteration 50Q (9440.710000 sec): 3 clusters
  Score: Raw -699781.513427 + Penalty 2813.905830 = -696967.607597
  nChanged 6
		SP:Iteration 51Q (9440.900000 sec): 3 clusters
  Score: Raw -699782.880287 + Penalty 2813.905830 = -696968.974457
  nChanged 4
		SP:Iteration 52Q (9441.110000 sec): 3 clusters
  Score: Raw -699784.017956 + Penalty 2813.905830 = -696970.112126
  nChanged 5
		SP:Iteration 53Q (9441.320000 sec): 3 clusters
  Score: Raw -699784.978240 + Penalty 2813.905830 = -696971.072410
  nChanged 4
		SP:Iteration 54Q (9441.480000 sec): 3 clusters
  Score: Raw -699785.794366 + Penalty 2813.905830 = -696971.888536
  nChanged 3
		SP:Iteration 55Q (9441.680000 sec): 3 clusters
  Score: Raw -699786.352371 + Penalty 2813.905830 = -696972.446541
  nChanged 1
		SP:Iteration 56Q (9441.880000 sec): 3 clusters
  Score: Raw -699786.491936 + Penalty 2813.905830 = -696972.586106
  nChanged 1
		SP:Iteration 57Q (9442.060000 sec): 3 clusters
  Score: Raw -699786.637770 + Penalty 2813.905830 = -696972.731940
  nChanged 0
		SP:Iteration 58F (9442.270000 sec): 3 clusters
  Score: Raw -699786.637770 + Penalty 2813.905830 = -696972.731940
  nChanged 0
Deleting Class 35 (122 points): Lose 1829.223244 but Gain 2350.645820
Iteration 99Q (9531.660000 sec): 56 clusters
  Score: Raw -223595552.569162 + Penalty 129285.520073 = -223466267.049089
  nChanged 5184
Iteration 100F (9698.310000 sec): 56 clusters
  Score: Raw -223598093.584898 + Penalty 129285.520073 = -223468808.064825
  nChanged 5046
Iteration 101Q (9787.170000 sec): 56 clusters
  Score: Raw -223599759.102726 + Penalty 129285.520073 = -223470473.582654
  nChanged 3693
Iteration 102Q (9881.660000 sec): 56 clusters
  Score: Raw -223602255.523875 + Penalty 129285.520073 = -223472970.003803
  nChanged 3230
Iteration 103Q (9965.660000 sec): 56 clusters
  Score: Raw -223603358.142703 + Penalty 129285.520073 = -223474072.622630
  nChanged 2899
Iteration 104Q (10056.930000 sec): 56 clusters
  Score: Raw -223604122.057894 + Penalty 129285.520073 = -223474836.537822
  nChanged 2709
Iteration 105Q (10142.890000 sec): 56 clusters
  Score: Raw -223604868.836294 + Penalty 129285.520073 = -223475583.316221
  nChanged 2413
Iteration 106Q (10242.560000 sec): 56 clusters
  Score: Raw -223605251.115955 + Penalty 129285.520073 = -223475965.595882
  nChanged 2315
Iteration 107Q (10339.170000 sec): 56 clusters
  Score: Raw -223605522.016598 + Penalty 129285.520073 = -223476236.496525
  nChanged 2198
Iteration 108Q (10432.870000 sec): 56 clusters
  Score: Raw -223605761.356971 + Penalty 129285.520073 = -223476475.836899
  nChanged 2045
Iteration 109Q (10528.140000 sec): 56 clusters
  Score: Raw -223605960.077739 + Penalty 129285.520073 = -223476674.557666
  nChanged 1940
Iteration 110Q (10624.620000 sec): 56 clusters
  Score: Raw -223606156.262563 + Penalty 129285.520073 = -223476870.742490
  nChanged 1782
Iteration 111Q (10723.390000 sec): 56 clusters
  Score: Raw -223606333.582876 + Penalty 129285.520073 = -223477048.062804
  nChanged 1629
Iteration 112Q (10817.760000 sec): 56 clusters
  Score: Raw -223606635.507857 + Penalty 129285.520073 = -223477349.987785
  nChanged 1474
Iteration 113Q (10913.690000 sec): 56 clusters
  Score: Raw -223607797.449242 + Penalty 129285.520073 = -223478511.929169
  nChanged 1367
Iteration 114Q (11013.920000 sec): 56 clusters
  Score: Raw -223607887.921689 + Penalty 129285.520073 = -223478602.401617
  nChanged 1307
Iteration 115Q (11105.820000 sec): 56 clusters
  Score: Raw -223607968.607615 + Penalty 129285.520073 = -223478683.087543
  nChanged 1182
Iteration 116Q (11204.800000 sec): 56 clusters
  Score: Raw -223608035.630229 + Penalty 129285.520073 = -223478750.110156
  nChanged 1095
Iteration 117Q (11294.770000 sec): 56 clusters
  Score: Raw -223608087.233523 + Penalty 129285.520073 = -223478801.713450
  nChanged 1085
Iteration 118Q (11383.670000 sec): 56 clusters
  Score: Raw -223608131.494406 + Penalty 129285.520073 = -223478845.974333
  nChanged 937
Iteration 119Q (11472.610000 sec): 56 clusters
  Score: Raw -223608168.928397 + Penalty 129285.520073 = -223478883.408325
  nChanged 848
Iteration 120F (11639.860000 sec): 56 clusters
  Score: Raw -223608235.319072 + Penalty 129285.520073 = -223478949.798999
  nChanged 783
Iteration 121Q (11742.420000 sec): 56 clusters
  Score: Raw -223608299.053221 + Penalty 129285.520073 = -223479013.533148
  nChanged 755
Iteration 122Q (11837.340000 sec): 56 clusters
  Score: Raw -223608327.966261 + Penalty 129285.520073 = -223479042.446188
  nChanged 712
Iteration 123Q (11943.710000 sec): 56 clusters
  Score: Raw -223608360.753533 + Penalty 129285.520073 = -223479075.233460
  nChanged 716
Iteration 124Q (12036.030000 sec): 56 clusters
  Score: Raw -223608390.071866 + Penalty 129285.520073 = -223479104.551794
  nChanged 724
Iteration 125Q (12123.120000 sec): 56 clusters
  Score: Raw -223608421.755815 + Penalty 129285.520073 = -223479136.235742
  nChanged 708
Iteration 126Q (12199.190000 sec): 56 clusters
  Score: Raw -223608452.683455 + Penalty 129285.520073 = -223479167.163382
  nChanged 720
Iteration 127Q (12292.400000 sec): 56 clusters
  Score: Raw -223608479.419907 + Penalty 129285.520073 = -223479193.899834
  nChanged 677
Iteration 128Q (12392.560000 sec): 56 clusters
  Score: Raw -223608506.765684 + Penalty 129285.520073 = -223479221.245611
  nChanged 688
Iteration 129Q (12490.680000 sec): 56 clusters
  Score: Raw -223608533.173567 + Penalty 129285.520073 = -223479247.653494
  nChanged 679
Iteration 130Q (12585.200000 sec): 56 clusters
  Score: Raw -223608558.414686 + Penalty 129285.520073 = -223479272.894613
  nChanged 642
Iteration 131Q (12684.950000 sec): 56 clusters
  Score: Raw -223608584.484029 + Penalty 129285.520073 = -223479298.963957
  nChanged 662
Iteration 132Q (12780.730000 sec): 56 clusters
  Score: Raw -223608608.683943 + Penalty 129285.520073 = -223479323.163870
  nChanged 636
Iteration 133Q (12877.910000 sec): 56 clusters
  Score: Raw -223608631.899427 + Penalty 129285.520073 = -223479346.379354
  nChanged 612
Iteration 134Q (12972.050000 sec): 56 clusters
  Score: Raw -223608653.738768 + Penalty 129285.520073 = -223479368.218695
  nChanged 570
Iteration 135Q (13062.500000 sec): 56 clusters
  Score: Raw -223608674.641877 + Penalty 129285.520073 = -223479389.121805
  nChanged 553
Iteration 136Q (13147.730000 sec): 56 clusters
  Score: Raw -223608694.979113 + Penalty 129285.520073 = -223479409.459040
  nChanged 577
Iteration 137Q (13235.300000 sec): 56 clusters
  Score: Raw -223608718.615212 + Penalty 129285.520073 = -223479433.095139
  nChanged 653
Iteration 138Q (13333.280000 sec): 56 clusters
  Score: Raw -223608744.983018 + Penalty 129285.520073 = -223479459.462946
  nChanged 685
Writing temp clu file 
Because OldScore, -223479433.095139, is greater than current (better) Score,-223479459.462946 
 Compute initial score before splitting:   Score: Raw -223608744.983018 + Penalty 129285.520073 = -223479459.462946
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (18494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13333.990000 sec): 2 clusters
  Score: Raw -2174351.132642 + Penalty 1596.595266 = -2172754.537376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13334.270000 sec): 3 clusters
  Score: Raw -2163271.045254 + Penalty 3193.190531 = -2160077.854723
  nChanged 8355
		SP:Iteration 1F (13334.530000 sec): 3 clusters
  Score: Raw -2168121.946780 + Penalty 3193.190531 = -2164928.756249
  nChanged 1230
		SP:Iteration 2F (13334.820000 sec): 3 clusters
  Score: Raw -2168884.079511 + Penalty 3193.190531 = -2165690.888980
  nChanged 1242
		SP:Iteration 3F (13335.090000 sec): 3 clusters
  Score: Raw -2169704.366901 + Penalty 3193.190531 = -2166511.176370
  nChanged 1164
		SP:Iteration 4F (13335.390000 sec): 3 clusters
  Score: Raw -2170434.450340 + Penalty 3193.190531 = -2167241.259809
  nChanged 1106
		SP:Iteration 5F (13335.690000 sec): 3 clusters
  Score: Raw -2171105.823159 + Penalty 3193.190531 = -2167912.632628
  nChanged 1033
		SP:Iteration 6F (13335.900000 sec): 3 clusters
  Score: Raw -2171727.510266 + Penalty 3193.190531 = -2168534.319735
  nChanged 846
		SP:Iteration 7Q (13336.150000 sec): 3 clusters
  Score: Raw -2172181.219998 + Penalty 3193.190531 = -2168988.029467
  nChanged 739
		SP:Iteration 8Q (13336.430000 sec): 3 clusters
  Score: Raw -2172555.918518 + Penalty 3193.190531 = -2169362.727987
  nChanged 614
		SP:Iteration 9Q (13336.690000 sec): 3 clusters
  Score: Raw -2172813.303954 + Penalty 3193.190531 = -2169620.113423
  nChanged 467
		SP:Iteration 10Q (13336.970000 sec): 3 clusters
  Score: Raw -2172979.962123 + Penalty 3193.190531 = -2169786.771592
  nChanged 411
		SP:Iteration 11Q (13337.260000 sec): 3 clusters
  Score: Raw -2173101.251908 + Penalty 3193.190531 = -2169908.061377
  nChanged 333
		SP:Iteration 12Q (13337.490000 sec): 3 clusters
  Score: Raw -2173191.105978 + Penalty 3193.190531 = -2169997.915447
  nChanged 278
		SP:Iteration 13Q (13337.740000 sec): 3 clusters
  Score: Raw -2173265.944454 + Penalty 3193.190531 = -2170072.753923
  nChanged 249
		SP:Iteration 14Q (13338.040000 sec): 3 clusters
  Score: Raw -2173323.151615 + Penalty 3193.190531 = -2170129.961084
  nChanged 198
		SP:Iteration 15Q (13338.340000 sec): 3 clusters
  Score: Raw -2173363.767927 + Penalty 3193.190531 = -2170170.577396
  nChanged 176
		SP:Iteration 16Q (13338.630000 sec): 3 clusters
  Score: Raw -2173392.767674 + Penalty 3193.190531 = -2170199.577143
  nChanged 122
		SP:Iteration 17Q (13338.900000 sec): 3 clusters
  Score: Raw -2173411.601194 + Penalty 3193.190531 = -2170218.410663
  nChanged 102
		SP:Iteration 18Q (13339.250000 sec): 3 clusters
  Score: Raw -2173426.504657 + Penalty 3193.190531 = -2170233.314126
  nChanged 93
		SP:Iteration 19Q (13339.510000 sec): 3 clusters
  Score: Raw -2173438.871652 + Penalty 3193.190531 = -2170245.681121
  nChanged 80
		SP:Iteration 20F (13339.750000 sec): 3 clusters
  Score: Raw -2173448.263444 + Penalty 3193.190531 = -2170255.072913
  nChanged 68
		SP:Iteration 21Q (13340.040000 sec): 3 clusters
  Score: Raw -2173456.670589 + Penalty 3193.190531 = -2170263.480058
  nChanged 67
		SP:Iteration 22Q (13340.310000 sec): 3 clusters
  Score: Raw -2173465.850701 + Penalty 3193.190531 = -2170272.660170
  nChanged 69
		SP:Iteration 23Q (13340.590000 sec): 3 clusters
  Score: Raw -2173475.369473 + Penalty 3193.190531 = -2170282.178942
  nChanged 73
		SP:Iteration 24Q (13340.850000 sec): 3 clusters
  Score: Raw -2173483.889964 + Penalty 3193.190531 = -2170290.699433
  nChanged 54
		SP:Iteration 25Q (13341.190000 sec): 3 clusters
  Score: Raw -2173489.815815 + Penalty 3193.190531 = -2170296.625284
  nChanged 61
		SP:Iteration 26Q (13341.450000 sec): 3 clusters
  Score: Raw -2173495.904578 + Penalty 3193.190531 = -2170302.714047
  nChanged 55
		SP:Iteration 27Q (13341.740000 sec): 3 clusters
  Score: Raw -2173500.910834 + Penalty 3193.190531 = -2170307.720303
  nChanged 48
		SP:Iteration 28Q (13342.000000 sec): 3 clusters
  Score: Raw -2173505.662118 + Penalty 3193.190531 = -2170312.471587
  nChanged 43
		SP:Iteration 29Q (13342.250000 sec): 3 clusters
  Score: Raw -2173509.857448 + Penalty 3193.190531 = -2170316.666917
  nChanged 42
		SP:Iteration 30Q (13342.560000 sec): 3 clusters
  Score: Raw -2173514.188631 + Penalty 3193.190531 = -2170320.998100
  nChanged 41
		SP:Iteration 31Q (13342.830000 sec): 3 clusters
  Score: Raw -2173518.105249 + Penalty 3193.190531 = -2170324.914718
  nChanged 39
		SP:Iteration 32Q (13343.110000 sec): 3 clusters
  Score: Raw -2173521.354492 + Penalty 3193.190531 = -2170328.163961
  nChanged 35
		SP:Iteration 33Q (13343.370000 sec): 3 clusters
  Score: Raw -2173524.036479 + Penalty 3193.190531 = -2170330.845948
  nChanged 26
		SP:Iteration 34Q (13343.650000 sec): 3 clusters
  Score: Raw -2173526.061787 + Penalty 3193.190531 = -2170332.871256
  nChanged 29
		SP:Iteration 35Q (13343.950000 sec): 3 clusters
  Score: Raw -2173528.824351 + Penalty 3193.190531 = -2170335.633820
  nChanged 24
		SP:Iteration 36Q (13344.250000 sec): 3 clusters
  Score: Raw -2173531.088781 + Penalty 3193.190531 = -2170337.898250
  nChanged 26
		SP:Iteration 37Q (13344.570000 sec): 3 clusters
  Score: Raw -2173533.246006 + Penalty 3193.190531 = -2170340.055475
  nChanged 19
		SP:Iteration 38Q (13344.850000 sec): 3 clusters
  Score: Raw -2173534.656948 + Penalty 3193.190531 = -2170341.466417
  nChanged 21
		SP:Iteration 39Q (13345.150000 sec): 3 clusters
  Score: Raw -2173536.091479 + Penalty 3193.190531 = -2170342.900948
  nChanged 16
		SP:Iteration 40F (13345.420000 sec): 3 clusters
  Score: Raw -2173537.192743 + Penalty 3193.190531 = -2170344.002212
  nChanged 17
		SP:Iteration 41Q (13345.720000 sec): 3 clusters
  Score: Raw -2173538.160581 + Penalty 3193.190531 = -2170344.970050
  nChanged 13
		SP:Iteration 42Q (13345.990000 sec): 3 clusters
  Score: Raw -2173538.973687 + Penalty 3193.190531 = -2170345.783156
  nChanged 12
		SP:Iteration 43Q (13346.280000 sec): 3 clusters
  Score: Raw -2173539.694055 + Penalty 3193.190531 = -2170346.503524
  nChanged 13
		SP:Iteration 44Q (13346.520000 sec): 3 clusters
  Score: Raw -2173540.536134 + Penalty 3193.190531 = -2170347.345603
  nChanged 9
		SP:Iteration 45Q (13346.820000 sec): 3 clusters
  Score: Raw -2173541.055039 + Penalty 3193.190531 = -2170347.864508
  nChanged 5
		SP:Iteration 46Q (13347.050000 sec): 3 clusters
  Score: Raw -2173541.340064 + Penalty 3193.190531 = -2170348.149533
  nChanged 5
		SP:Iteration 47Q (13347.340000 sec): 3 clusters
  Score: Raw -2173541.553520 + Penalty 3193.190531 = -2170348.362989
  nChanged 2
		SP:Iteration 48Q (13347.640000 sec): 3 clusters
  Score: Raw -2173541.662367 + Penalty 3193.190531 = -2170348.471835
  nChanged 3
		SP:Iteration 49Q (13347.920000 sec): 3 clusters
  Score: Raw -2173541.771106 + Penalty 3193.190531 = -2170348.580575
  nChanged 2
		SP:Iteration 50Q (13348.170000 sec): 3 clusters
  Score: Raw -2173541.911507 + Penalty 3193.190531 = -2170348.720975
  nChanged 5
		SP:Iteration 51Q (13348.420000 sec): 3 clusters
  Score: Raw -2173542.251963 + Penalty 3193.190531 = -2170349.061432
  nChanged 4
		SP:Iteration 52Q (13348.680000 sec): 3 clusters
  Score: Raw -2173542.463200 + Penalty 3193.190531 = -2170349.272669
  nChanged 8
		SP:Iteration 53Q (13348.930000 sec): 3 clusters
  Score: Raw -2173542.857502 + Penalty 3193.190531 = -2170349.666971
  nChanged 5
		SP:Iteration 54Q (13349.140000 sec): 3 clusters
  Score: Raw -2173543.120149 + Penalty 3193.190531 = -2170349.929618
  nChanged 6
		SP:Iteration 55Q (13349.400000 sec): 3 clusters
  Score: Raw -2173543.395122 + Penalty 3193.190531 = -2170350.204591
  nChanged 3
		SP:Iteration 56Q (13349.640000 sec): 3 clusters
  Score: Raw -2173543.601396 + Penalty 3193.190531 = -2170350.410865
  nChanged 5
		SP:Iteration 57Q (13349.900000 sec): 3 clusters
  Score: Raw -2173543.828486 + Penalty 3193.190531 = -2170350.637955
  nChanged 10
		SP:Iteration 58Q (13350.130000 sec): 3 clusters
  Score: Raw -2173544.465074 + Penalty 3193.190531 = -2170351.274543
  nChanged 7
		SP:Iteration 59Q (13350.410000 sec): 3 clusters
  Score: Raw -2173544.876428 + Penalty 3193.190531 = -2170351.685897
  nChanged 11
		SP:Iteration 60F (13350.690000 sec): 3 clusters
  Score: Raw -2173545.424550 + Penalty 3193.190531 = -2170352.234019
  nChanged 17
		SP:Iteration 61Q (13350.950000 sec): 3 clusters
  Score: Raw -2173546.435809 + Penalty 3193.190531 = -2170353.245278
  nChanged 14
		SP:Iteration 62Q (13351.210000 sec): 3 clusters
  Score: Raw -2173547.204885 + Penalty 3193.190531 = -2170354.014354
  nChanged 12
		SP:Iteration 63Q (13351.450000 sec): 3 clusters
  Score: Raw -2173547.889782 + Penalty 3193.190531 = -2170354.699251
  nChanged 8
		SP:Iteration 64Q (13351.750000 sec): 3 clusters
  Score: Raw -2173548.231947 + Penalty 3193.190531 = -2170355.041415
  nChanged 5
		SP:Iteration 65Q (13352.020000 sec): 3 clusters
  Score: Raw -2173548.505821 + Penalty 3193.190531 = -2170355.315290
  nChanged 4
		SP:Iteration 66Q (13352.250000 sec): 3 clusters
  Score: Raw -2173548.676232 + Penalty 3193.190531 = -2170355.485701
  nChanged 2
		SP:Iteration 67Q (13352.510000 sec): 3 clusters
  Score: Raw -2173548.770938 + Penalty 3193.190531 = -2170355.580407
  nChanged 4
		SP:Iteration 68Q (13352.750000 sec): 3 clusters
  Score: Raw -2173549.009778 + Penalty 3193.190531 = -2170355.819247
  nChanged 3
		SP:Iteration 69Q (13352.990000 sec): 3 clusters
  Score: Raw -2173549.221488 + Penalty 3193.190531 = -2170356.030957
  nChanged 7
		SP:Iteration 70Q (13353.320000 sec): 3 clusters
  Score: Raw -2173549.797427 + Penalty 3193.190531 = -2170356.606896
  nChanged 4
		SP:Iteration 71Q (13353.630000 sec): 3 clusters
  Score: Raw -2173550.064077 + Penalty 3193.190531 = -2170356.873546
  nChanged 5
		SP:Iteration 72Q (13353.900000 sec): 3 clusters
  Score: Raw -2173550.379421 + Penalty 3193.190531 = -2170357.188890
  nChanged 5
		SP:Iteration 73Q (13354.190000 sec): 3 clusters
  Score: Raw -2173550.586160 + Penalty 3193.190531 = -2170357.395628
  nChanged 1
		SP:Iteration 74Q (13354.450000 sec): 3 clusters
  Score: Raw -2173550.632814 + Penalty 3193.190531 = -2170357.442283
  nChanged 3
		SP:Iteration 75Q (13354.730000 sec): 3 clusters
  Score: Raw -2173550.764333 + Penalty 3193.190531 = -2170357.573802
  nChanged 3
		SP:Iteration 76Q (13355.100000 sec): 3 clusters
  Score: Raw -2173550.936297 + Penalty 3193.190531 = -2170357.745766
  nChanged 5
		SP:Iteration 77Q (13355.300000 sec): 3 clusters
  Score: Raw -2173551.185508 + Penalty 3193.190531 = -2170357.994977
  nChanged 8
		SP:Iteration 78Q (13355.590000 sec): 3 clusters
  Score: Raw -2173551.839179 + Penalty 3193.190531 = -2170358.648648
  nChanged 16
		SP:Iteration 79Q (13355.830000 sec): 3 clusters
  Score: Raw -2173553.231060 + Penalty 3193.190531 = -2170360.040529
  nChanged 22
		SP:Iteration 80F (13356.170000 sec): 3 clusters
  Score: Raw -2173555.039689 + Penalty 3193.190531 = -2170361.849158
  nChanged 22
		SP:Iteration 81Q (13356.410000 sec): 3 clusters
  Score: Raw -2173556.729211 + Penalty 3193.190531 = -2170363.538680
  nChanged 21
		SP:Iteration 82Q (13356.640000 sec): 3 clusters
  Score: Raw -2173557.968898 + Penalty 3193.190531 = -2170364.778367
  nChanged 15
		SP:Iteration 83Q (13356.930000 sec): 3 clusters
  Score: Raw -2173558.924678 + Penalty 3193.190531 = -2170365.734147
  nChanged 16
		SP:Iteration 84Q (13357.230000 sec): 3 clusters
  Score: Raw -2173559.806654 + Penalty 3193.190531 = -2170366.616123
  nChanged 12
		SP:Iteration 85Q (13357.490000 sec): 3 clusters
  Score: Raw -2173560.635399 + Penalty 3193.190531 = -2170367.444868
  nChanged 14
		SP:Iteration 86Q (13357.740000 sec): 3 clusters
  Score: Raw -2173561.495318 + Penalty 3193.190531 = -2170368.304787
  nChanged 12
		SP:Iteration 87Q (13358.050000 sec): 3 clusters
  Score: Raw -2173562.464022 + Penalty 3193.190531 = -2170369.273491
  nChanged 14
		SP:Iteration 88Q (13358.260000 sec): 3 clusters
  Score: Raw -2173563.175486 + Penalty 3193.190531 = -2170369.984955
  nChanged 14
		SP:Iteration 89Q (13358.560000 sec): 3 clusters
  Score: Raw -2173564.206817 + Penalty 3193.190531 = -2170371.016286
  nChanged 15
		SP:Iteration 90Q (13358.810000 sec): 3 clusters
  Score: Raw -2173565.887035 + Penalty 3193.190531 = -2170372.696503
  nChanged 21
		SP:Iteration 91Q (13359.060000 sec): 3 clusters
  Score: Raw -2173568.001567 + Penalty 3193.190531 = -2170374.811036
  nChanged 31
		SP:Iteration 92Q (13359.340000 sec): 3 clusters
  Score: Raw -2173569.741327 + Penalty 3193.190531 = -2170376.550796
  nChanged 14
		SP:Iteration 93Q (13359.630000 sec): 3 clusters
  Score: Raw -2173570.856674 + Penalty 3193.190531 = -2170377.666142
  nChanged 11
		SP:Iteration 94Q (13359.960000 sec): 3 clusters
  Score: Raw -2173571.529839 + Penalty 3193.190531 = -2170378.339308
  nChanged 12
		SP:Iteration 95Q (13360.230000 sec): 3 clusters
  Score: Raw -2173572.380260 + Penalty 3193.190531 = -2170379.189729
  nChanged 10
		SP:Iteration 96Q (13360.580000 sec): 3 clusters
  Score: Raw -2173573.467107 + Penalty 3193.190531 = -2170380.276576
  nChanged 17
		SP:Iteration 97Q (13360.830000 sec): 3 clusters
  Score: Raw -2173574.722360 + Penalty 3193.190531 = -2170381.531829
  nChanged 15
		SP:Iteration 98Q (13361.090000 sec): 3 clusters
  Score: Raw -2173575.653545 + Penalty 3193.190531 = -2170382.463013
  nChanged 13
		SP:Iteration 99Q (13361.350000 sec): 3 clusters
  Score: Raw -2173576.484854 + Penalty 3193.190531 = -2170383.294323
  nChanged 11
		SP:Iteration 100F (13361.650000 sec): 3 clusters
  Score: Raw -2173577.387255 + Penalty 3193.190531 = -2170384.196724
  nChanged 10
		SP:Iteration 101Q (13361.950000 sec): 3 clusters
  Score: Raw -2173577.922730 + Penalty 3193.190531 = -2170384.732199
  nChanged 8
		SP:Iteration 102Q (13362.240000 sec): 3 clusters
  Score: Raw -2173578.278605 + Penalty 3193.190531 = -2170385.088074
  nChanged 6
		SP:Iteration 103Q (13362.520000 sec): 3 clusters
  Score: Raw -2173578.642302 + Penalty 3193.190531 = -2170385.451770
  nChanged 7
		SP:Iteration 104Q (13362.820000 sec): 3 clusters
  Score: Raw -2173579.228329 + Penalty 3193.190531 = -2170386.037798
  nChanged 8
		SP:Iteration 105Q (13363.030000 sec): 3 clusters
  Score: Raw -2173579.926787 + Penalty 3193.190531 = -2170386.736256
  nChanged 11
		SP:Iteration 106Q (13363.370000 sec): 3 clusters
  Score: Raw -2173580.640282 + Penalty 3193.190531 = -2170387.449751
  nChanged 9
		SP:Iteration 107Q (13363.590000 sec): 3 clusters
  Score: Raw -2173581.296796 + Penalty 3193.190531 = -2170388.106264
  nChanged 7
		SP:Iteration 108Q (13363.880000 sec): 3 clusters
  Score: Raw -2173581.709090 + Penalty 3193.190531 = -2170388.518559
  nChanged 12
		SP:Iteration 109Q (13364.110000 sec): 3 clusters
  Score: Raw -2173582.467059 + Penalty 3193.190531 = -2170389.276528
  nChanged 11
		SP:Iteration 110Q (13364.340000 sec): 3 clusters
  Score: Raw -2173583.311447 + Penalty 3193.190531 = -2170390.120916
  nChanged 12
		SP:Iteration 111Q (13364.660000 sec): 3 clusters
  Score: Raw -2173583.963195 + Penalty 3193.190531 = -2170390.772664
  nChanged 10
		SP:Iteration 112Q (13364.970000 sec): 3 clusters
  Score: Raw -2173584.335747 + Penalty 3193.190531 = -2170391.145216
  nChanged 5
		SP:Iteration 113Q (13365.250000 sec): 3 clusters
  Score: Raw -2173584.539112 + Penalty 3193.190531 = -2170391.348581
  nChanged 5
		SP:Iteration 114Q (13365.490000 sec): 3 clusters
  Score: Raw -2173584.767860 + Penalty 3193.190531 = -2170391.577329
  nChanged 5
		SP:Iteration 115Q (13365.770000 sec): 3 clusters
  Score: Raw -2173585.033496 + Penalty 3193.190531 = -2170391.842965
  nChanged 5
		SP:Iteration 116Q (13365.990000 sec): 3 clusters
  Score: Raw -2173585.464423 + Penalty 3193.190531 = -2170392.273892
  nChanged 3
		SP:Iteration 117Q (13366.340000 sec): 3 clusters
  Score: Raw -2173585.610633 + Penalty 3193.190531 = -2170392.420102
  nChanged 4
		SP:Iteration 118Q (13366.590000 sec): 3 clusters
  Score: Raw -2173585.816535 + Penalty 3193.190531 = -2170392.626004
  nChanged 5
		SP:Iteration 119Q (13366.870000 sec): 3 clusters
  Score: Raw -2173586.285395 + Penalty 3193.190531 = -2170393.094864
  nChanged 8
		SP:Iteration 120F (13367.170000 sec): 3 clusters
  Score: Raw -2173586.658576 + Penalty 3193.190531 = -2170393.468045
  nChanged 5
		SP:Iteration 121Q (13367.470000 sec): 3 clusters
  Score: Raw -2173586.994022 + Penalty 3193.190531 = -2170393.803491
  nChanged 11
		SP:Iteration 122Q (13367.710000 sec): 3 clusters
  Score: Raw -2173587.650521 + Penalty 3193.190531 = -2170394.459990
  nChanged 8
		SP:Iteration 123Q (13367.990000 sec): 3 clusters
  Score: Raw -2173588.010662 + Penalty 3193.190531 = -2170394.820131
  nChanged 8
		SP:Iteration 124Q (13368.290000 sec): 3 clusters
  Score: Raw -2173588.446984 + Penalty 3193.190531 = -2170395.256453
  nChanged 6
		SP:Iteration 125Q (13368.540000 sec): 3 clusters
  Score: Raw -2173588.694082 + Penalty 3193.190531 = -2170395.503551
  nChanged 1
		SP:Iteration 126Q (13368.830000 sec): 3 clusters
  Score: Raw -2173588.713622 + Penalty 3193.190531 = -2170395.523091
  nChanged 0
		SP:Iteration 127F (13369.040000 sec): 3 clusters
  Score: Raw -2173588.713622 + Penalty 3193.190531 = -2170395.523091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (359283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13370.530000 sec): 2 clusters
  Score: Raw -43704582.006075 + Penalty 2078.678169 = -43702503.327906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13372.100000 sec): 3 clusters
  Score: Raw -43463325.679670 + Penalty 4157.356339 = -43459168.323331
  nChanged 175401
		SP:Iteration 1F (13373.630000 sec): 3 clusters
  Score: Raw -43568776.657586 + Penalty 4157.356339 = -43564619.301248
  nChanged 9716
		SP:Iteration 2Q (13375.310000 sec): 3 clusters
  Score: Raw -43571033.073353 + Penalty 4157.356339 = -43566875.717014
  nChanged 11289
		SP:Iteration 3Q (13376.970000 sec): 3 clusters
  Score: Raw -43574344.047669 + Penalty 4157.356339 = -43570186.691330
  nChanged 13341
		SP:Iteration 4Q (13378.680000 sec): 3 clusters
  Score: Raw -43579530.763237 + Penalty 4157.356339 = -43575373.406898
  nChanged 16342
		SP:Iteration 5Q (13380.430000 sec): 3 clusters
  Score: Raw -43587565.051457 + Penalty 4157.356339 = -43583407.695119
  nChanged 19858
		SP:Iteration 6F (13382.280000 sec): 3 clusters
  Score: Raw -43599856.198939 + Penalty 4157.356339 = -43595698.842601
  nChanged 23721
		SP:Iteration 7F (13384.010000 sec): 3 clusters
  Score: Raw -43617232.947499 + Penalty 4157.356339 = -43613075.591160
  nChanged 26349
		SP:Iteration 8F (13385.750000 sec): 3 clusters
  Score: Raw -43638638.398867 + Penalty 4157.356339 = -43634481.042528
  nChanged 25817
		SP:Iteration 9F (13387.520000 sec): 3 clusters
  Score: Raw -43660659.657656 + Penalty 4157.356339 = -43656502.301317
  nChanged 21814
		SP:Iteration 10F (13389.400000 sec): 3 clusters
  Score: Raw -43679197.592910 + Penalty 4157.356339 = -43675040.236571
  nChanged 15160
		SP:Iteration 11Q (13391.220000 sec): 3 clusters
  Score: Raw -43691577.863117 + Penalty 4157.356339 = -43687420.506778
  nChanged 9022
		SP:Iteration 12Q (13392.860000 sec): 3 clusters
  Score: Raw -43698509.533159 + Penalty 4157.356339 = -43694352.176821
  nChanged 4802
		SP:Iteration 13Q (13394.300000 sec): 3 clusters
  Score: Raw -43701954.545612 + Penalty 4157.356339 = -43697797.189273
  nChanged 2237
		SP:Iteration 14Q (13395.670000 sec): 3 clusters
  Score: Raw -43703451.719302 + Penalty 4157.356339 = -43699294.362963
  nChanged 1014
		SP:Iteration 15Q (13397.210000 sec): 3 clusters
  Score: Raw -43704116.845084 + Penalty 4157.356339 = -43699959.488745
  nChanged 509
		SP:Iteration 16Q (13398.680000 sec): 3 clusters
  Score: Raw -43704450.484290 + Penalty 4157.356339 = -43700293.127952
  nChanged 277
		SP:Iteration 17Q (13400.110000 sec): 3 clusters
  Score: Raw -43704626.975078 + Penalty 4157.356339 = -43700469.618739
  nChanged 165
		SP:Iteration 18Q (13401.540000 sec): 3 clusters
  Score: Raw -43704722.675726 + Penalty 4157.356339 = -43700565.319387
  nChanged 109
		SP:Iteration 19Q (13402.910000 sec): 3 clusters
  Score: Raw -43704787.351271 + Penalty 4157.356339 = -43700629.994932
  nChanged 83
		SP:Iteration 20F (13404.660000 sec): 3 clusters
  Score: Raw -43704836.022149 + Penalty 4157.356339 = -43700678.665811
  nChanged 53
		SP:Iteration 21Q (13406.150000 sec): 3 clusters
  Score: Raw -43704865.633873 + Penalty 4157.356339 = -43700708.277534
  nChanged 41
		SP:Iteration 22Q (13407.630000 sec): 3 clusters
  Score: Raw -43704891.158505 + Penalty 4157.356339 = -43700733.802166
  nChanged 22
		SP:Iteration 23Q (13409.020000 sec): 3 clusters
  Score: Raw -43704907.088358 + Penalty 4157.356339 = -43700749.732020
  nChanged 16
		SP:Iteration 24Q (13410.350000 sec): 3 clusters
  Score: Raw -43704916.899800 + Penalty 4157.356339 = -43700759.543461
  nChanged 17
		SP:Iteration 25Q (13411.740000 sec): 3 clusters
  Score: Raw -43704925.404232 + Penalty 4157.356339 = -43700768.047893
  nChanged 14
		SP:Iteration 26Q (13413.090000 sec): 3 clusters
  Score: Raw -43704932.266032 + Penalty 4157.356339 = -43700774.909693
  nChanged 12
		SP:Iteration 27Q (13414.440000 sec): 3 clusters
  Score: Raw -43704937.868274 + Penalty 4157.356339 = -43700780.511935
  nChanged 7
		SP:Iteration 28Q (13415.840000 sec): 3 clusters
  Score: Raw -43704940.912993 + Penalty 4157.356339 = -43700783.556654
  nChanged 8
		SP:Iteration 29Q (13417.200000 sec): 3 clusters
  Score: Raw -43704944.702682 + Penalty 4157.356339 = -43700787.346344
  nChanged 5
		SP:Iteration 30Q (13418.670000 sec): 3 clusters
  Score: Raw -43704946.446670 + Penalty 4157.356339 = -43700789.090331
  nChanged 3
		SP:Iteration 31Q (13420.060000 sec): 3 clusters
  Score: Raw -43704947.826682 + Penalty 4157.356339 = -43700790.470343
  nChanged 2
		SP:Iteration 32Q (13421.430000 sec): 3 clusters
  Score: Raw -43704948.494834 + Penalty 4157.356339 = -43700791.138495
  nChanged 1
		SP:Iteration 33Q (13422.880000 sec): 3 clusters
  Score: Raw -43704948.860808 + Penalty 4157.356339 = -43700791.504470
  nChanged 2
		SP:Iteration 34Q (13424.370000 sec): 3 clusters
  Score: Raw -43704949.989024 + Penalty 4157.356339 = -43700792.632685
  nChanged 4
		SP:Iteration 35Q (13425.710000 sec): 3 clusters
  Score: Raw -43704952.196835 + Penalty 4157.356339 = -43700794.840496
  nChanged 2
		SP:Iteration 36Q (13427.090000 sec): 3 clusters
  Score: Raw -43704952.911832 + Penalty 4157.356339 = -43700795.555494
  nChanged 2
		SP:Iteration 37Q (13428.530000 sec): 3 clusters
  Score: Raw -43704953.394394 + Penalty 4157.356339 = -43700796.038055
  nChanged 0
		SP:Iteration 38F (13430.190000 sec): 3 clusters
  Score: Raw -43704953.394394 + Penalty 4157.356339 = -43700796.038055
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13430.470000 sec): 2 clusters
  Score: Raw -1617813.552510 + Penalty 1544.892658 = -1616268.659853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13430.720000 sec): 3 clusters
  Score: Raw -1610029.361870 + Penalty 3089.785315 = -1606939.576555
  nChanged 5914
		SP:Iteration 1F (13430.980000 sec): 3 clusters
  Score: Raw -1613418.457309 + Penalty 3089.785315 = -1610328.671994
  nChanged 882
		SP:Iteration 2F (13431.210000 sec): 3 clusters
  Score: Raw -1613909.105061 + Penalty 3089.785315 = -1610819.319746
  nChanged 910
		SP:Iteration 3F (13431.470000 sec): 3 clusters
  Score: Raw -1614459.815400 + Penalty 3089.785315 = -1611370.030085
  nChanged 890
		SP:Iteration 4F (13431.720000 sec): 3 clusters
  Score: Raw -1615083.959470 + Penalty 3089.785315 = -1611994.174155
  nChanged 900
		SP:Iteration 5F (13431.910000 sec): 3 clusters
  Score: Raw -1615793.782221 + Penalty 3089.785315 = -1612703.996905
  nChanged 806
		SP:Iteration 6F (13432.160000 sec): 3 clusters
  Score: Raw -1616469.503757 + Penalty 3089.785315 = -1613379.718442
  nChanged 595
		SP:Iteration 7Q (13432.370000 sec): 3 clusters
  Score: Raw -1616984.578282 + Penalty 3089.785315 = -1613894.792967
  nChanged 465
		SP:Iteration 8Q (13432.630000 sec): 3 clusters
  Score: Raw -1617374.128559 + Penalty 3089.785315 = -1614284.343244
  nChanged 317
		SP:Iteration 9Q (13432.850000 sec): 3 clusters
  Score: Raw -1617627.701580 + Penalty 3089.785315 = -1614537.916265
  nChanged 196
		SP:Iteration 10Q (13433.140000 sec): 3 clusters
  Score: Raw -1617764.400994 + Penalty 3089.785315 = -1614674.615679
  nChanged 144
		SP:Iteration 11Q (13433.380000 sec): 3 clusters
  Score: Raw -1617843.196357 + Penalty 3089.785315 = -1614753.411042
  nChanged 112
		SP:Iteration 12Q (13433.730000 sec): 3 clusters
  Score: Raw -1617897.290766 + Penalty 3089.785315 = -1614807.505451
  nChanged 79
		SP:Iteration 13Q (13433.930000 sec): 3 clusters
  Score: Raw -1617930.511851 + Penalty 3089.785315 = -1614840.726536
  nChanged 64
		SP:Iteration 14Q (13434.200000 sec): 3 clusters
  Score: Raw -1617957.168491 + Penalty 3089.785315 = -1614867.383176
  nChanged 52
		SP:Iteration 15Q (13434.420000 sec): 3 clusters
  Score: Raw -1617977.030464 + Penalty 3089.785315 = -1614887.245149
  nChanged 41
		SP:Iteration 16Q (13434.630000 sec): 3 clusters
  Score: Raw -1617991.151638 + Penalty 3089.785315 = -1614901.366323
  nChanged 35
		SP:Iteration 17Q (13434.900000 sec): 3 clusters
  Score: Raw -1618001.734220 + Penalty 3089.785315 = -1614911.948905
  nChanged 27
		SP:Iteration 18Q (13435.160000 sec): 3 clusters
  Score: Raw -1618008.100428 + Penalty 3089.785315 = -1614918.315112
  nChanged 22
		SP:Iteration 19Q (13435.380000 sec): 3 clusters
  Score: Raw -1618013.225796 + Penalty 3089.785315 = -1614923.440481
  nChanged 24
		SP:Iteration 20F (13435.630000 sec): 3 clusters
  Score: Raw -1618020.408180 + Penalty 3089.785315 = -1614930.622865
  nChanged 28
		SP:Iteration 21Q (13435.900000 sec): 3 clusters
  Score: Raw -1618026.865594 + Penalty 3089.785315 = -1614937.080279
  nChanged 20
		SP:Iteration 22Q (13436.140000 sec): 3 clusters
  Score: Raw -1618031.072188 + Penalty 3089.785315 = -1614941.286873
  nChanged 13
		SP:Iteration 23Q (13436.380000 sec): 3 clusters
  Score: Raw -1618034.375204 + Penalty 3089.785315 = -1614944.589889
  nChanged 8
		SP:Iteration 24Q (13436.630000 sec): 3 clusters
  Score: Raw -1618036.652247 + Penalty 3089.785315 = -1614946.866932
  nChanged 13
		SP:Iteration 25Q (13436.890000 sec): 3 clusters
  Score: Raw -1618039.431925 + Penalty 3089.785315 = -1614949.646610
  nChanged 12
		SP:Iteration 26Q (13437.120000 sec): 3 clusters
  Score: Raw -1618041.939208 + Penalty 3089.785315 = -1614952.153893
  nChanged 11
		SP:Iteration 27Q (13437.340000 sec): 3 clusters
  Score: Raw -1618044.312888 + Penalty 3089.785315 = -1614954.527573
  nChanged 11
		SP:Iteration 28Q (13437.560000 sec): 3 clusters
  Score: Raw -1618046.467136 + Penalty 3089.785315 = -1614956.681821
  nChanged 11
		SP:Iteration 29Q (13437.840000 sec): 3 clusters
  Score: Raw -1618049.564630 + Penalty 3089.785315 = -1614959.779315
  nChanged 13
		SP:Iteration 30Q (13438.060000 sec): 3 clusters
  Score: Raw -1618052.087106 + Penalty 3089.785315 = -1614962.301791
  nChanged 13
		SP:Iteration 31Q (13438.300000 sec): 3 clusters
  Score: Raw -1618054.295007 + Penalty 3089.785315 = -1614964.509692
  nChanged 12
		SP:Iteration 32Q (13438.550000 sec): 3 clusters
  Score: Raw -1618056.014319 + Penalty 3089.785315 = -1614966.229004
  nChanged 8
		SP:Iteration 33Q (13438.770000 sec): 3 clusters
  Score: Raw -1618057.199003 + Penalty 3089.785315 = -1614967.413688
  nChanged 9
		SP:Iteration 34Q (13438.980000 sec): 3 clusters
  Score: Raw -1618058.720463 + Penalty 3089.785315 = -1614968.935148
  nChanged 6
		SP:Iteration 35Q (13439.250000 sec): 3 clusters
  Score: Raw -1618059.386018 + Penalty 3089.785315 = -1614969.600703
  nChanged 3
		SP:Iteration 36Q (13439.490000 sec): 3 clusters
  Score: Raw -1618060.097953 + Penalty 3089.785315 = -1614970.312638
  nChanged 3
		SP:Iteration 37Q (13439.760000 sec): 3 clusters
  Score: Raw -1618060.860175 + Penalty 3089.785315 = -1614971.074860
  nChanged 2
		SP:Iteration 38Q (13440.040000 sec): 3 clusters
  Score: Raw -1618061.366512 + Penalty 3089.785315 = -1614971.581197
  nChanged 5
		SP:Iteration 39Q (13440.230000 sec): 3 clusters
  Score: Raw -1618062.561519 + Penalty 3089.785315 = -1614972.776204
  nChanged 10
		SP:Iteration 40F (13440.430000 sec): 3 clusters
  Score: Raw -1618065.387390 + Penalty 3089.785315 = -1614975.602075
  nChanged 12
		SP:Iteration 41Q (13440.700000 sec): 3 clusters
  Score: Raw -1618068.279289 + Penalty 3089.785315 = -1614978.493974
  nChanged 9
		SP:Iteration 42Q (13440.900000 sec): 3 clusters
  Score: Raw -1618071.110865 + Penalty 3089.785315 = -1614981.325550
  nChanged 12
		SP:Iteration 43Q (13441.130000 sec): 3 clusters
  Score: Raw -1618074.492110 + Penalty 3089.785315 = -1614984.706795
  nChanged 14
		SP:Iteration 44Q (13441.340000 sec): 3 clusters
  Score: Raw -1618078.024466 + Penalty 3089.785315 = -1614988.239151
  nChanged 6
		SP:Iteration 45Q (13441.630000 sec): 3 clusters
  Score: Raw -1618079.547368 + Penalty 3089.785315 = -1614989.762053
  nChanged 10
		SP:Iteration 46Q (13441.880000 sec): 3 clusters
  Score: Raw -1618081.491135 + Penalty 3089.785315 = -1614991.705820
  nChanged 14
		SP:Iteration 47Q (13442.110000 sec): 3 clusters
  Score: Raw -1618084.527930 + Penalty 3089.785315 = -1614994.742615
  nChanged 13
		SP:Iteration 48Q (13442.300000 sec): 3 clusters
  Score: Raw -1618087.779130 + Penalty 3089.785315 = -1614997.993815
  nChanged 16
		SP:Iteration 49Q (13442.550000 sec): 3 clusters
  Score: Raw -1618093.070407 + Penalty 3089.785315 = -1615003.285092
  nChanged 14
		SP:Iteration 50Q (13442.810000 sec): 3 clusters
  Score: Raw -1618097.648290 + Penalty 3089.785315 = -1615007.862975
  nChanged 8
		SP:Iteration 51Q (13443.110000 sec): 3 clusters
  Score: Raw -1618098.808645 + Penalty 3089.785315 = -1615009.023330
  nChanged 7
		SP:Iteration 52Q (13443.320000 sec): 3 clusters
  Score: Raw -1618099.886873 + Penalty 3089.785315 = -1615010.101558
  nChanged 7
		SP:Iteration 53Q (13443.570000 sec): 3 clusters
  Score: Raw -1618101.099428 + Penalty 3089.785315 = -1615011.314113
  nChanged 4
		SP:Iteration 54Q (13443.820000 sec): 3 clusters
  Score: Raw -1618101.588221 + Penalty 3089.785315 = -1615011.802906
  nChanged 2
		SP:Iteration 55Q (13444.060000 sec): 3 clusters
  Score: Raw -1618101.993146 + Penalty 3089.785315 = -1615012.207831
  nChanged 1
		SP:Iteration 56Q (13444.340000 sec): 3 clusters
  Score: Raw -1618102.217090 + Penalty 3089.785315 = -1615012.431775
  nChanged 1
		SP:Iteration 57Q (13444.570000 sec): 3 clusters
  Score: Raw -1618102.450422 + Penalty 3089.785315 = -1615012.665107
  nChanged 1
		SP:Iteration 58Q (13444.770000 sec): 3 clusters
  Score: Raw -1618102.595520 + Penalty 3089.785315 = -1615012.810205
  nChanged 0
		SP:Iteration 59F (13445.060000 sec): 3 clusters
  Score: Raw -1618102.595520 + Penalty 3089.785315 = -1615012.810205
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (40938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13445.330000 sec): 2 clusters
  Score: Raw -4647424.759646 + Penalty 1725.719776 = -4645699.039870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13445.700000 sec): 3 clusters
  Score: Raw -4621671.129977 + Penalty 3451.439552 = -4618219.690425
  nChanged 19227
		SP:Iteration 1F (13446.100000 sec): 3 clusters
  Score: Raw -4632894.367689 + Penalty 3451.439552 = -4629442.928137
  nChanged 1963
		SP:Iteration 2Q (13446.490000 sec): 3 clusters
  Score: Raw -4633701.761936 + Penalty 3451.439552 = -4630250.322384
  nChanged 2071
		SP:Iteration 3F (13446.890000 sec): 3 clusters
  Score: Raw -4634763.458474 + Penalty 3451.439552 = -4631312.018922
  nChanged 2365
		SP:Iteration 4F (13447.290000 sec): 3 clusters
  Score: Raw -4636061.578235 + Penalty 3451.439552 = -4632610.138684
  nChanged 2345
		SP:Iteration 5F (13447.650000 sec): 3 clusters
  Score: Raw -4637454.534198 + Penalty 3451.439552 = -4634003.094646
  nChanged 2432
		SP:Iteration 6F (13448.120000 sec): 3 clusters
  Score: Raw -4638999.598120 + Penalty 3451.439552 = -4635548.158568
  nChanged 2336
		SP:Iteration 7F (13448.470000 sec): 3 clusters
  Score: Raw -4640562.489067 + Penalty 3451.439552 = -4637111.049515
  nChanged 2297
		SP:Iteration 8F (13448.850000 sec): 3 clusters
  Score: Raw -4642213.932323 + Penalty 3451.439552 = -4638762.492771
  nChanged 2070
		SP:Iteration 9F (13449.210000 sec): 3 clusters
  Score: Raw -4643782.808148 + Penalty 3451.439552 = -4640331.368596
  nChanged 1701
		SP:Iteration 10Q (13449.640000 sec): 3 clusters
  Score: Raw -4645073.428359 + Penalty 3451.439552 = -4641621.988807
  nChanged 1316
		SP:Iteration 11Q (13450.100000 sec): 3 clusters
  Score: Raw -4646013.745334 + Penalty 3451.439552 = -4642562.305782
  nChanged 959
		SP:Iteration 12Q (13450.510000 sec): 3 clusters
  Score: Raw -4646689.454903 + Penalty 3451.439552 = -4643238.015352
  nChanged 646
		SP:Iteration 13Q (13450.880000 sec): 3 clusters
  Score: Raw -4647136.454623 + Penalty 3451.439552 = -4643685.015071
  nChanged 389
		SP:Iteration 14Q (13451.210000 sec): 3 clusters
  Score: Raw -4647400.587657 + Penalty 3451.439552 = -4643949.148105
  nChanged 223
		SP:Iteration 15Q (13451.600000 sec): 3 clusters
  Score: Raw -4647539.181042 + Penalty 3451.439552 = -4644087.741490
  nChanged 160
		SP:Iteration 16Q (13451.970000 sec): 3 clusters
  Score: Raw -4647631.716471 + Penalty 3451.439552 = -4644180.276919
  nChanged 93
		SP:Iteration 17Q (13452.320000 sec): 3 clusters
  Score: Raw -4647681.914261 + Penalty 3451.439552 = -4644230.474709
  nChanged 70
		SP:Iteration 18Q (13452.650000 sec): 3 clusters
  Score: Raw -4647729.310445 + Penalty 3451.439552 = -4644277.870893
  nChanged 50
		SP:Iteration 19Q (13453.100000 sec): 3 clusters
  Score: Raw -4647759.125940 + Penalty 3451.439552 = -4644307.686388
  nChanged 41
		SP:Iteration 20F (13453.510000 sec): 3 clusters
  Score: Raw -4647784.745894 + Penalty 3451.439552 = -4644333.306342
  nChanged 30
		SP:Iteration 21Q (13453.910000 sec): 3 clusters
  Score: Raw -4647802.431736 + Penalty 3451.439552 = -4644350.992184
  nChanged 20
		SP:Iteration 22Q (13454.280000 sec): 3 clusters
  Score: Raw -4647812.036753 + Penalty 3451.439552 = -4644360.597201
  nChanged 15
		SP:Iteration 23Q (13454.680000 sec): 3 clusters
  Score: Raw -4647819.709906 + Penalty 3451.439552 = -4644368.270354
  nChanged 18
		SP:Iteration 24Q (13455.090000 sec): 3 clusters
  Score: Raw -4647828.310801 + Penalty 3451.439552 = -4644376.871249
  nChanged 14
		SP:Iteration 25Q (13455.430000 sec): 3 clusters
  Score: Raw -4647836.805688 + Penalty 3451.439552 = -4644385.366136
  nChanged 13
		SP:Iteration 26Q (13455.840000 sec): 3 clusters
  Score: Raw -4647845.171755 + Penalty 3451.439552 = -4644393.732203
  nChanged 12
		SP:Iteration 27Q (13456.200000 sec): 3 clusters
  Score: Raw -4647851.622406 + Penalty 3451.439552 = -4644400.182854
  nChanged 10
		SP:Iteration 28Q (13456.620000 sec): 3 clusters
  Score: Raw -4647857.672444 + Penalty 3451.439552 = -4644406.232892
  nChanged 10
		SP:Iteration 29Q (13457.020000 sec): 3 clusters
  Score: Raw -4647863.230662 + Penalty 3451.439552 = -4644411.791110
  nChanged 11
		SP:Iteration 30Q (13457.410000 sec): 3 clusters
  Score: Raw -4647870.763360 + Penalty 3451.439552 = -4644419.323808
  nChanged 11
		SP:Iteration 31Q (13457.740000 sec): 3 clusters
  Score: Raw -4647878.323141 + Penalty 3451.439552 = -4644426.883589
  nChanged 9
		SP:Iteration 32Q (13458.160000 sec): 3 clusters
  Score: Raw -4647885.486428 + Penalty 3451.439552 = -4644434.046876
  nChanged 12
		SP:Iteration 33Q (13458.540000 sec): 3 clusters
  Score: Raw -4647893.305420 + Penalty 3451.439552 = -4644441.865868
  nChanged 9
		SP:Iteration 34Q (13458.940000 sec): 3 clusters
  Score: Raw -4647900.190163 + Penalty 3451.439552 = -4644448.750611
  nChanged 9
		SP:Iteration 35Q (13459.330000 sec): 3 clusters
  Score: Raw -4647908.953266 + Penalty 3451.439552 = -4644457.513714
  nChanged 13
		SP:Iteration 36Q (13459.680000 sec): 3 clusters
  Score: Raw -4647917.451041 + Penalty 3451.439552 = -4644466.011490
  nChanged 8
		SP:Iteration 37Q (13460.050000 sec): 3 clusters
  Score: Raw -4647920.915337 + Penalty 3451.439552 = -4644469.475785
  nChanged 3
		SP:Iteration 38Q (13460.450000 sec): 3 clusters
  Score: Raw -4647921.509611 + Penalty 3451.439552 = -4644470.070059
  nChanged 0
		SP:Iteration 39F (13460.890000 sec): 3 clusters
  Score: Raw -4647921.509611 + Penalty 3451.439552 = -4644470.070059
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (17025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13461.010000 sec): 2 clusters
  Score: Raw -1938872.558469 + Penalty 1583.146196 = -1937289.412273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13461.290000 sec): 3 clusters
  Score: Raw -1928788.519966 + Penalty 3166.292393 = -1925622.227573
  nChanged 7629
		SP:Iteration 1F (13461.590000 sec): 3 clusters
  Score: Raw -1933185.349833 + Penalty 3166.292393 = -1930019.057441
  nChanged 1077
		SP:Iteration 2F (13461.790000 sec): 3 clusters
  Score: Raw -1933923.809441 + Penalty 3166.292393 = -1930757.517048
  nChanged 1169
		SP:Iteration 3F (13462.080000 sec): 3 clusters
  Score: Raw -1934701.306806 + Penalty 3166.292393 = -1931535.014413
  nChanged 1163
		SP:Iteration 4F (13462.320000 sec): 3 clusters
  Score: Raw -1935469.397875 + Penalty 3166.292393 = -1932303.105482
  nChanged 1075
		SP:Iteration 5F (13462.620000 sec): 3 clusters
  Score: Raw -1936217.189111 + Penalty 3166.292393 = -1933050.896719
  nChanged 1011
		SP:Iteration 6F (13462.890000 sec): 3 clusters
  Score: Raw -1936904.137800 + Penalty 3166.292393 = -1933737.845408
  nChanged 900
		SP:Iteration 7F (13463.180000 sec): 3 clusters
  Score: Raw -1937450.915076 + Penalty 3166.292393 = -1934284.622684
  nChanged 727
		SP:Iteration 8Q (13463.530000 sec): 3 clusters
  Score: Raw -1937846.221018 + Penalty 3166.292393 = -1934679.928625
  nChanged 595
		SP:Iteration 9Q (13463.770000 sec): 3 clusters
  Score: Raw -1938166.968846 + Penalty 3166.292393 = -1935000.676453
  nChanged 528
		SP:Iteration 10Q (13464.030000 sec): 3 clusters
  Score: Raw -1938416.122031 + Penalty 3166.292393 = -1935249.829638
  nChanged 422
		SP:Iteration 11Q (13464.350000 sec): 3 clusters
  Score: Raw -1938587.000241 + Penalty 3166.292393 = -1935420.707848
  nChanged 335
		SP:Iteration 12Q (13464.650000 sec): 3 clusters
  Score: Raw -1938714.896212 + Penalty 3166.292393 = -1935548.603819
  nChanged 291
		SP:Iteration 13Q (13464.900000 sec): 3 clusters
  Score: Raw -1938842.909310 + Penalty 3166.292393 = -1935676.616918
  nChanged 277
		SP:Iteration 14Q (13465.150000 sec): 3 clusters
  Score: Raw -1938968.655216 + Penalty 3166.292393 = -1935802.362824
  nChanged 268
		SP:Iteration 15Q (13465.410000 sec): 3 clusters
  Score: Raw -1939094.385537 + Penalty 3166.292393 = -1935928.093145
  nChanged 260
		SP:Iteration 16Q (13465.700000 sec): 3 clusters
  Score: Raw -1939193.545858 + Penalty 3166.292393 = -1936027.253466
  nChanged 216
		SP:Iteration 17Q (13465.920000 sec): 3 clusters
  Score: Raw -1939267.637617 + Penalty 3166.292393 = -1936101.345224
  nChanged 185
		SP:Iteration 18Q (13466.170000 sec): 3 clusters
  Score: Raw -1939321.984602 + Penalty 3166.292393 = -1936155.692210
  nChanged 149
		SP:Iteration 19Q (13466.430000 sec): 3 clusters
  Score: Raw -1939359.173428 + Penalty 3166.292393 = -1936192.881035
  nChanged 117
		SP:Iteration 20F (13466.700000 sec): 3 clusters
  Score: Raw -1939384.984304 + Penalty 3166.292393 = -1936218.691911
  nChanged 109
		SP:Iteration 21Q (13466.980000 sec): 3 clusters
  Score: Raw -1939410.060515 + Penalty 3166.292393 = -1936243.768122
  nChanged 105
		SP:Iteration 22Q (13467.290000 sec): 3 clusters
  Score: Raw -1939428.567927 + Penalty 3166.292393 = -1936262.275534
  nChanged 82
		SP:Iteration 23Q (13467.560000 sec): 3 clusters
  Score: Raw -1939439.754507 + Penalty 3166.292393 = -1936273.462114
  nChanged 71
		SP:Iteration 24Q (13467.860000 sec): 3 clusters
  Score: Raw -1939449.320820 + Penalty 3166.292393 = -1936283.028428
  nChanged 68
		SP:Iteration 25Q (13468.120000 sec): 3 clusters
  Score: Raw -1939460.007625 + Penalty 3166.292393 = -1936293.715232
  nChanged 66
		SP:Iteration 26Q (13468.350000 sec): 3 clusters
  Score: Raw -1939470.081603 + Penalty 3166.292393 = -1936303.789210
  nChanged 57
		SP:Iteration 27Q (13468.680000 sec): 3 clusters
  Score: Raw -1939478.099522 + Penalty 3166.292393 = -1936311.807129
  nChanged 52
		SP:Iteration 28Q (13469.000000 sec): 3 clusters
  Score: Raw -1939484.266294 + Penalty 3166.292393 = -1936317.973901
  nChanged 46
		SP:Iteration 29Q (13469.320000 sec): 3 clusters
  Score: Raw -1939488.578587 + Penalty 3166.292393 = -1936322.286194
  nChanged 31
		SP:Iteration 30Q (13469.630000 sec): 3 clusters
  Score: Raw -1939491.682175 + Penalty 3166.292393 = -1936325.389782
  nChanged 38
		SP:Iteration 31Q (13469.870000 sec): 3 clusters
  Score: Raw -1939496.049273 + Penalty 3166.292393 = -1936329.756881
  nChanged 39
		SP:Iteration 32Q (13470.160000 sec): 3 clusters
  Score: Raw -1939499.793343 + Penalty 3166.292393 = -1936333.500951
  nChanged 34
		SP:Iteration 33Q (13470.440000 sec): 3 clusters
  Score: Raw -1939502.671765 + Penalty 3166.292393 = -1936336.379372
  nChanged 19
		SP:Iteration 34Q (13470.730000 sec): 3 clusters
  Score: Raw -1939504.386592 + Penalty 3166.292393 = -1936338.094200
  nChanged 16
		SP:Iteration 35Q (13470.940000 sec): 3 clusters
  Score: Raw -1939505.395561 + Penalty 3166.292393 = -1936339.103168
  nChanged 10
		SP:Iteration 36Q (13471.230000 sec): 3 clusters
  Score: Raw -1939505.970406 + Penalty 3166.292393 = -1936339.678014
  nChanged 9
		SP:Iteration 37Q (13471.440000 sec): 3 clusters
  Score: Raw -1939506.679982 + Penalty 3166.292393 = -1936340.387589
  nChanged 16
		SP:Iteration 38Q (13471.730000 sec): 3 clusters
  Score: Raw -1939508.234349 + Penalty 3166.292393 = -1936341.941956
  nChanged 21
		SP:Iteration 39Q (13472.000000 sec): 3 clusters
  Score: Raw -1939510.321782 + Penalty 3166.292393 = -1936344.029390
  nChanged 18
		SP:Iteration 40F (13472.280000 sec): 3 clusters
  Score: Raw -1939511.731936 + Penalty 3166.292393 = -1936345.439543
  nChanged 20
		SP:Iteration 41Q (13472.570000 sec): 3 clusters
  Score: Raw -1939513.082885 + Penalty 3166.292393 = -1936346.790492
  nChanged 12
		SP:Iteration 42Q (13472.850000 sec): 3 clusters
  Score: Raw -1939513.765888 + Penalty 3166.292393 = -1936347.473495
  nChanged 12
		SP:Iteration 43Q (13473.110000 sec): 3 clusters
  Score: Raw -1939514.621092 + Penalty 3166.292393 = -1936348.328699
  nChanged 10
		SP:Iteration 44Q (13473.390000 sec): 3 clusters
  Score: Raw -1939515.379260 + Penalty 3166.292393 = -1936349.086867
  nChanged 7
		SP:Iteration 45Q (13473.710000 sec): 3 clusters
  Score: Raw -1939515.734900 + Penalty 3166.292393 = -1936349.442508
  nChanged 5
		SP:Iteration 46Q (13474.010000 sec): 3 clusters
  Score: Raw -1939515.978664 + Penalty 3166.292393 = -1936349.686272
  nChanged 3
		SP:Iteration 47Q (13474.310000 sec): 3 clusters
  Score: Raw -1939516.121887 + Penalty 3166.292393 = -1936349.829495
  nChanged 3
		SP:Iteration 48Q (13474.570000 sec): 3 clusters
  Score: Raw -1939516.242159 + Penalty 3166.292393 = -1936349.949766
  nChanged 2
		SP:Iteration 49Q (13474.820000 sec): 3 clusters
  Score: Raw -1939516.280431 + Penalty 3166.292393 = -1936349.988039
  nChanged 1
		SP:Iteration 50Q (13475.170000 sec): 3 clusters
  Score: Raw -1939516.299202 + Penalty 3166.292393 = -1936350.006809
  nChanged 1
		SP:Iteration 51Q (13475.500000 sec): 3 clusters
  Score: Raw -1939516.325202 + Penalty 3166.292393 = -1936350.032809
  nChanged 1
		SP:Iteration 52Q (13475.720000 sec): 3 clusters
  Score: Raw -1939516.360400 + Penalty 3166.292393 = -1936350.068007
  nChanged 1
		SP:Iteration 53Q (13475.970000 sec): 3 clusters
  Score: Raw -1939516.408309 + Penalty 3166.292393 = -1936350.115916
  nChanged 1
		SP:Iteration 54Q (13476.260000 sec): 3 clusters
  Score: Raw -1939516.425099 + Penalty 3166.292393 = -1936350.132707
  nChanged 0
		SP:Iteration 55F (13476.540000 sec): 3 clusters
  Score: Raw -1939516.425099 + Penalty 3166.292393 = -1936350.132707
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (79006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13477.200000 sec): 2 clusters
  Score: Raw -9200693.489400 + Penalty 1832.557850 = -9198860.931550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13477.810000 sec): 3 clusters
  Score: Raw -9149322.170292 + Penalty 3665.115700 = -9145657.054591
  nChanged 37746
		SP:Iteration 1F (13478.550000 sec): 3 clusters
  Score: Raw -9171630.598127 + Penalty 3665.115700 = -9167965.482427
  nChanged 3234
		SP:Iteration 2Q (13479.210000 sec): 3 clusters
  Score: Raw -9172788.314913 + Penalty 3665.115700 = -9169123.199212
  nChanged 3647
		SP:Iteration 3Q (13479.910000 sec): 3 clusters
  Score: Raw -9174506.214946 + Penalty 3665.115700 = -9170841.099245
  nChanged 4248
		SP:Iteration 4F (13480.470000 sec): 3 clusters
  Score: Raw -9176980.368948 + Penalty 3665.115700 = -9173315.253248
  nChanged 4882
		SP:Iteration 5F (13481.040000 sec): 3 clusters
  Score: Raw -9180251.799025 + Penalty 3665.115700 = -9176586.683325
  nChanged 5279
		SP:Iteration 6F (13481.610000 sec): 3 clusters
  Score: Raw -9184064.597158 + Penalty 3665.115700 = -9180399.481458
  nChanged 5142
		SP:Iteration 7F (13482.130000 sec): 3 clusters
  Score: Raw -9187655.336272 + Penalty 3665.115700 = -9183990.220571
  nChanged 4251
		SP:Iteration 8F (13482.730000 sec): 3 clusters
  Score: Raw -9189968.683472 + Penalty 3665.115700 = -9186303.567772
  nChanged 2984
		SP:Iteration 9Q (13483.330000 sec): 3 clusters
  Score: Raw -9191264.635113 + Penalty 3665.115700 = -9187599.519413
  nChanged 2008
		SP:Iteration 10Q (13483.920000 sec): 3 clusters
  Score: Raw -9192138.532428 + Penalty 3665.115700 = -9188473.416728
  nChanged 1742
		SP:Iteration 11Q (13484.560000 sec): 3 clusters
  Score: Raw -9193037.571935 + Penalty 3665.115700 = -9189372.456234
  nChanged 1723
		SP:Iteration 12Q (13485.160000 sec): 3 clusters
  Score: Raw -9194007.196973 + Penalty 3665.115700 = -9190342.081273
  nChanged 1770
		SP:Iteration 13Q (13485.750000 sec): 3 clusters
  Score: Raw -9195005.070273 + Penalty 3665.115700 = -9191339.954572
  nChanged 1719
		SP:Iteration 14Q (13486.280000 sec): 3 clusters
  Score: Raw -9195945.668165 + Penalty 3665.115700 = -9192280.552465
  nChanged 1603
		SP:Iteration 15Q (13486.860000 sec): 3 clusters
  Score: Raw -9196734.804663 + Penalty 3665.115700 = -9193069.688962
  nChanged 1369
		SP:Iteration 16Q (13487.440000 sec): 3 clusters
  Score: Raw -9197324.160681 + Penalty 3665.115700 = -9193659.044981
  nChanged 1193
		SP:Iteration 17Q (13487.970000 sec): 3 clusters
  Score: Raw -9197755.419793 + Penalty 3665.115700 = -9194090.304093
  nChanged 1004
		SP:Iteration 18Q (13488.520000 sec): 3 clusters
  Score: Raw -9198078.763461 + Penalty 3665.115700 = -9194413.647761
  nChanged 869
		SP:Iteration 19Q (13489.020000 sec): 3 clusters
  Score: Raw -9198332.615847 + Penalty 3665.115700 = -9194667.500147
  nChanged 769
		SP:Iteration 20F (13489.550000 sec): 3 clusters
  Score: Raw -9198538.777803 + Penalty 3665.115700 = -9194873.662103
  nChanged 693
		SP:Iteration 21Q (13490.070000 sec): 3 clusters
  Score: Raw -9198697.259149 + Penalty 3665.115700 = -9195032.143449
  nChanged 621
		SP:Iteration 22Q (13490.600000 sec): 3 clusters
  Score: Raw -9198823.072534 + Penalty 3665.115700 = -9195157.956833
  nChanged 573
		SP:Iteration 23Q (13491.170000 sec): 3 clusters
  Score: Raw -9198929.975576 + Penalty 3665.115700 = -9195264.859876
  nChanged 536
		SP:Iteration 24Q (13491.740000 sec): 3 clusters
  Score: Raw -9199019.896035 + Penalty 3665.115700 = -9195354.780334
  nChanged 471
		SP:Iteration 25Q (13492.400000 sec): 3 clusters
  Score: Raw -9199096.404746 + Penalty 3665.115700 = -9195431.289046
  nChanged 448
		SP:Iteration 26Q (13492.970000 sec): 3 clusters
  Score: Raw -9199167.534576 + Penalty 3665.115700 = -9195502.418875
  nChanged 406
		SP:Iteration 27Q (13493.560000 sec): 3 clusters
  Score: Raw -9199226.700446 + Penalty 3665.115700 = -9195561.584746
  nChanged 395
		SP:Iteration 28Q (13494.120000 sec): 3 clusters
  Score: Raw -9199282.992202 + Penalty 3665.115700 = -9195617.876502
  nChanged 399
		SP:Iteration 29Q (13494.700000 sec): 3 clusters
  Score: Raw -9199338.765814 + Penalty 3665.115700 = -9195673.650113
  nChanged 375
		SP:Iteration 30Q (13495.240000 sec): 3 clusters
  Score: Raw -9199389.225267 + Penalty 3665.115700 = -9195724.109566
  nChanged 352
		SP:Iteration 31Q (13495.800000 sec): 3 clusters
  Score: Raw -9199436.940939 + Penalty 3665.115700 = -9195771.825239
  nChanged 361
		SP:Iteration 32Q (13496.360000 sec): 3 clusters
  Score: Raw -9199490.827690 + Penalty 3665.115700 = -9195825.711990
  nChanged 373
		SP:Iteration 33Q (13496.920000 sec): 3 clusters
  Score: Raw -9199545.258073 + Penalty 3665.115700 = -9195880.142372
  nChanged 348
		SP:Iteration 34Q (13497.540000 sec): 3 clusters
  Score: Raw -9199595.547744 + Penalty 3665.115700 = -9195930.432044
  nChanged 353
		SP:Iteration 35Q (13498.120000 sec): 3 clusters
  Score: Raw -9199643.497287 + Penalty 3665.115700 = -9195978.381587
  nChanged 294
		SP:Iteration 36Q (13498.680000 sec): 3 clusters
  Score: Raw -9199682.973063 + Penalty 3665.115700 = -9196017.857363
  nChanged 330
		SP:Iteration 37Q (13499.190000 sec): 3 clusters
  Score: Raw -9199727.119163 + Penalty 3665.115700 = -9196062.003462
  nChanged 299
		SP:Iteration 38Q (13499.750000 sec): 3 clusters
  Score: Raw -9199766.153937 + Penalty 3665.115700 = -9196101.038237
  nChanged 299
		SP:Iteration 39Q (13500.240000 sec): 3 clusters
  Score: Raw -9199805.060968 + Penalty 3665.115700 = -9196139.945268
  nChanged 286
		SP:Iteration 40F (13500.840000 sec): 3 clusters
  Score: Raw -9199841.372535 + Penalty 3665.115700 = -9196176.256834
  nChanged 281
		SP:Iteration 41Q (13501.340000 sec): 3 clusters
  Score: Raw -9199875.308140 + Penalty 3665.115700 = -9196210.192440
  nChanged 258
		SP:Iteration 42Q (13501.900000 sec): 3 clusters
  Score: Raw -9199905.776291 + Penalty 3665.115700 = -9196240.660591
  nChanged 240
		SP:Iteration 43Q (13502.480000 sec): 3 clusters
  Score: Raw -9199938.164557 + Penalty 3665.115700 = -9196273.048857
  nChanged 253
		SP:Iteration 44Q (13503.040000 sec): 3 clusters
  Score: Raw -9199969.022319 + Penalty 3665.115700 = -9196303.906619
  nChanged 217
		SP:Iteration 45Q (13503.560000 sec): 3 clusters
  Score: Raw -9199995.159698 + Penalty 3665.115700 = -9196330.043998
  nChanged 252
		SP:Iteration 46Q (13504.100000 sec): 3 clusters
  Score: Raw -9200027.658248 + Penalty 3665.115700 = -9196362.542547
  nChanged 243
		SP:Iteration 47Q (13504.580000 sec): 3 clusters
  Score: Raw -9200058.669536 + Penalty 3665.115700 = -9196393.553835
  nChanged 236
		SP:Iteration 48Q (13505.130000 sec): 3 clusters
  Score: Raw -9200085.553143 + Penalty 3665.115700 = -9196420.437443
  nChanged 217
		SP:Iteration 49Q (13505.620000 sec): 3 clusters
  Score: Raw -9200112.442444 + Penalty 3665.115700 = -9196447.326744
  nChanged 230
		SP:Iteration 50Q (13506.160000 sec): 3 clusters
  Score: Raw -9200141.149922 + Penalty 3665.115700 = -9196476.034222
  nChanged 235
		SP:Iteration 51Q (13506.680000 sec): 3 clusters
  Score: Raw -9200170.427934 + Penalty 3665.115700 = -9196505.312234
  nChanged 222
		SP:Iteration 52Q (13507.200000 sec): 3 clusters
  Score: Raw -9200200.166081 + Penalty 3665.115700 = -9196535.050380
  nChanged 225
		SP:Iteration 53Q (13507.690000 sec): 3 clusters
  Score: Raw -9200231.347624 + Penalty 3665.115700 = -9196566.231924
  nChanged 212
		SP:Iteration 54Q (13508.220000 sec): 3 clusters
  Score: Raw -9200261.390332 + Penalty 3665.115700 = -9196596.274632
  nChanged 198
		SP:Iteration 55Q (13508.730000 sec): 3 clusters
  Score: Raw -9200288.810711 + Penalty 3665.115700 = -9196623.695011
  nChanged 213
		SP:Iteration 56Q (13509.230000 sec): 3 clusters
  Score: Raw -9200317.463969 + Penalty 3665.115700 = -9196652.348268
  nChanged 202
		SP:Iteration 57Q (13509.840000 sec): 3 clusters
  Score: Raw -9200344.389766 + Penalty 3665.115700 = -9196679.274066
  nChanged 182
		SP:Iteration 58Q (13510.350000 sec): 3 clusters
  Score: Raw -9200366.690993 + Penalty 3665.115700 = -9196701.575293
  nChanged 179
		SP:Iteration 59Q (13510.890000 sec): 3 clusters
  Score: Raw -9200388.876318 + Penalty 3665.115700 = -9196723.760618
  nChanged 171
		SP:Iteration 60F (13511.410000 sec): 3 clusters
  Score: Raw -9200411.154170 + Penalty 3665.115700 = -9196746.038470
  nChanged 179
		SP:Iteration 61Q (13511.950000 sec): 3 clusters
  Score: Raw -9200434.488192 + Penalty 3665.115700 = -9196769.372492
  nChanged 171
		SP:Iteration 62Q (13512.490000 sec): 3 clusters
  Score: Raw -9200453.339635 + Penalty 3665.115700 = -9196788.223935
  nChanged 163
		SP:Iteration 63Q (13513.110000 sec): 3 clusters
  Score: Raw -9200474.498230 + Penalty 3665.115700 = -9196809.382529
  nChanged 180
		SP:Iteration 64Q (13513.650000 sec): 3 clusters
  Score: Raw -9200499.336255 + Penalty 3665.115700 = -9196834.220554
  nChanged 193
		SP:Iteration 65Q (13514.170000 sec): 3 clusters
  Score: Raw -9200526.955799 + Penalty 3665.115700 = -9196861.840099
  nChanged 185
		SP:Iteration 66Q (13514.670000 sec): 3 clusters
  Score: Raw -9200551.022945 + Penalty 3665.115700 = -9196885.907245
  nChanged 164
		SP:Iteration 67Q (13515.230000 sec): 3 clusters
  Score: Raw -9200571.522283 + Penalty 3665.115700 = -9196906.406583
  nChanged 143
		SP:Iteration 68Q (13515.740000 sec): 3 clusters
  Score: Raw -9200588.521789 + Penalty 3665.115700 = -9196923.406088
  nChanged 165
		SP:Iteration 69Q (13516.270000 sec): 3 clusters
  Score: Raw -9200612.626868 + Penalty 3665.115700 = -9196947.511168
  nChanged 166
		SP:Iteration 70Q (13516.800000 sec): 3 clusters
  Score: Raw -9200636.872901 + Penalty 3665.115700 = -9196971.757201
  nChanged 160
		SP:Iteration 71Q (13517.310000 sec): 3 clusters
  Score: Raw -9200660.840374 + Penalty 3665.115700 = -9196995.724674
  nChanged 152
		SP:Iteration 72Q (13517.800000 sec): 3 clusters
  Score: Raw -9200684.350074 + Penalty 3665.115700 = -9197019.234374
  nChanged 165
		SP:Iteration 73Q (13518.310000 sec): 3 clusters
  Score: Raw -9200708.117655 + Penalty 3665.115700 = -9197043.001954
  nChanged 145
		SP:Iteration 74Q (13518.880000 sec): 3 clusters
  Score: Raw -9200729.192502 + Penalty 3665.115700 = -9197064.076802
  nChanged 135
		SP:Iteration 75Q (13519.420000 sec): 3 clusters
  Score: Raw -9200750.113171 + Penalty 3665.115700 = -9197084.997471
  nChanged 126
		SP:Iteration 76Q (13519.930000 sec): 3 clusters
  Score: Raw -9200767.185891 + Penalty 3665.115700 = -9197102.070191
  nChanged 128
		SP:Iteration 77Q (13520.440000 sec): 3 clusters
  Score: Raw -9200785.162424 + Penalty 3665.115700 = -9197120.046724
  nChanged 118
		SP:Iteration 78Q (13520.920000 sec): 3 clusters
  Score: Raw -9200802.878478 + Penalty 3665.115700 = -9197137.762778
  nChanged 135
		SP:Iteration 79Q (13521.370000 sec): 3 clusters
  Score: Raw -9200830.673031 + Penalty 3665.115700 = -9197165.557331
  nChanged 141
		SP:Iteration 80F (13521.880000 sec): 3 clusters
  Score: Raw -9200864.435993 + Penalty 3665.115700 = -9197199.320292
  nChanged 155
		SP:Iteration 81Q (13522.380000 sec): 3 clusters
  Score: Raw -9200910.916218 + Penalty 3665.115700 = -9197245.800517
  nChanged 190
		SP:Iteration 82Q (13522.840000 sec): 3 clusters
  Score: Raw -9200961.701939 + Penalty 3665.115700 = -9197296.586239
  nChanged 166
		SP:Iteration 83Q (13523.320000 sec): 3 clusters
  Score: Raw -9201013.759803 + Penalty 3665.115700 = -9197348.644103
  nChanged 181
		SP:Iteration 84Q (13523.800000 sec): 3 clusters
  Score: Raw -9201071.710422 + Penalty 3665.115700 = -9197406.594722
  nChanged 176
		SP:Iteration 85Q (13524.290000 sec): 3 clusters
  Score: Raw -9201119.763294 + Penalty 3665.115700 = -9197454.647594
  nChanged 146
		SP:Iteration 86Q (13524.820000 sec): 3 clusters
  Score: Raw -9201156.790470 + Penalty 3665.115700 = -9197491.674770
  nChanged 128
		SP:Iteration 87Q (13525.350000 sec): 3 clusters
  Score: Raw -9201194.687569 + Penalty 3665.115700 = -9197529.571868
  nChanged 122
		SP:Iteration 88Q (13525.830000 sec): 3 clusters
  Score: Raw -9201231.392264 + Penalty 3665.115700 = -9197566.276564
  nChanged 121
		SP:Iteration 89Q (13526.360000 sec): 3 clusters
  Score: Raw -9201270.069918 + Penalty 3665.115700 = -9197604.954218
  nChanged 131
		SP:Iteration 90Q (13526.890000 sec): 3 clusters
  Score: Raw -9201307.341423 + Penalty 3665.115700 = -9197642.225723
  nChanged 135
		SP:Iteration 91Q (13527.420000 sec): 3 clusters
  Score: Raw -9201344.201607 + Penalty 3665.115700 = -9197679.085907
  nChanged 116
		SP:Iteration 92Q (13527.930000 sec): 3 clusters
  Score: Raw -9201375.923174 + Penalty 3665.115700 = -9197710.807474
  nChanged 143
		SP:Iteration 93Q (13528.420000 sec): 3 clusters
  Score: Raw -9201412.419789 + Penalty 3665.115700 = -9197747.304089
  nChanged 123
		SP:Iteration 94Q (13528.980000 sec): 3 clusters
  Score: Raw -9201440.445511 + Penalty 3665.115700 = -9197775.329811
  nChanged 136
		SP:Iteration 95Q (13529.420000 sec): 3 clusters
  Score: Raw -9201471.311605 + Penalty 3665.115700 = -9197806.195905
  nChanged 113
		SP:Iteration 96Q (13529.990000 sec): 3 clusters
  Score: Raw -9201496.213981 + Penalty 3665.115700 = -9197831.098281
  nChanged 90
		SP:Iteration 97Q (13530.460000 sec): 3 clusters
  Score: Raw -9201514.525664 + Penalty 3665.115700 = -9197849.409964
  nChanged 73
		SP:Iteration 98Q (13530.960000 sec): 3 clusters
  Score: Raw -9201528.079139 + Penalty 3665.115700 = -9197862.963439
  nChanged 59
		SP:Iteration 99Q (13531.470000 sec): 3 clusters
  Score: Raw -9201539.015706 + Penalty 3665.115700 = -9197873.900006
  nChanged 64
		SP:Iteration 100F (13532.020000 sec): 3 clusters
  Score: Raw -9201550.861168 + Penalty 3665.115700 = -9197885.745467
  nChanged 60
		SP:Iteration 101Q (13532.560000 sec): 3 clusters
  Score: Raw -9201562.304881 + Penalty 3665.115700 = -9197897.189180
  nChanged 52
		SP:Iteration 102Q (13533.040000 sec): 3 clusters
  Score: Raw -9201572.272124 + Penalty 3665.115700 = -9197907.156423
  nChanged 48
		SP:Iteration 103Q (13533.500000 sec): 3 clusters
  Score: Raw -9201582.154805 + Penalty 3665.115700 = -9197917.039105
  nChanged 42
		SP:Iteration 104Q (13534.000000 sec): 3 clusters
  Score: Raw -9201588.835843 + Penalty 3665.115700 = -9197923.720142
  nChanged 50
		SP:Iteration 105Q (13534.480000 sec): 3 clusters
  Score: Raw -9201597.654534 + Penalty 3665.115700 = -9197932.538833
  nChanged 50
		SP:Iteration 106Q (13534.920000 sec): 3 clusters
  Score: Raw -9201606.150325 + Penalty 3665.115700 = -9197941.034625
  nChanged 46
		SP:Iteration 107Q (13535.400000 sec): 3 clusters
  Score: Raw -9201613.387199 + Penalty 3665.115700 = -9197948.271499
  nChanged 44
		SP:Iteration 108Q (13535.900000 sec): 3 clusters
  Score: Raw -9201620.339048 + Penalty 3665.115700 = -9197955.223348
  nChanged 40
		SP:Iteration 109Q (13536.370000 sec): 3 clusters
  Score: Raw -9201625.385968 + Penalty 3665.115700 = -9197960.270268
  nChanged 32
		SP:Iteration 110Q (13536.870000 sec): 3 clusters
  Score: Raw -9201629.402341 + Penalty 3665.115700 = -9197964.286640
  nChanged 26
		SP:Iteration 111Q (13537.330000 sec): 3 clusters
  Score: Raw -9201632.645206 + Penalty 3665.115700 = -9197967.529505
  nChanged 25
		SP:Iteration 112Q (13537.810000 sec): 3 clusters
  Score: Raw -9201635.842612 + Penalty 3665.115700 = -9197970.726912
  nChanged 28
		SP:Iteration 113Q (13538.340000 sec): 3 clusters
  Score: Raw -9201639.887070 + Penalty 3665.115700 = -9197974.771369
  nChanged 18
		SP:Iteration 114Q (13538.930000 sec): 3 clusters
  Score: Raw -9201642.171849 + Penalty 3665.115700 = -9197977.056149
  nChanged 17
		SP:Iteration 115Q (13539.540000 sec): 3 clusters
  Score: Raw -9201644.690141 + Penalty 3665.115700 = -9197979.574441
  nChanged 21
		SP:Iteration 116Q (13540.080000 sec): 3 clusters
  Score: Raw -9201647.729936 + Penalty 3665.115700 = -9197982.614235
  nChanged 23
		SP:Iteration 117Q (13540.610000 sec): 3 clusters
  Score: Raw -9201651.086280 + Penalty 3665.115700 = -9197985.970580
  nChanged 22
		SP:Iteration 118Q (13541.070000 sec): 3 clusters
  Score: Raw -9201654.112428 + Penalty 3665.115700 = -9197988.996728
  nChanged 20
		SP:Iteration 119Q (13541.530000 sec): 3 clusters
  Score: Raw -9201657.326328 + Penalty 3665.115700 = -9197992.210628
  nChanged 20
		SP:Iteration 120F (13542.080000 sec): 3 clusters
  Score: Raw -9201661.749570 + Penalty 3665.115700 = -9197996.633869
  nChanged 24
		SP:Iteration 121Q (13542.620000 sec): 3 clusters
  Score: Raw -9201666.989306 + Penalty 3665.115700 = -9198001.873606
  nChanged 25
		SP:Iteration 122Q (13543.170000 sec): 3 clusters
  Score: Raw -9201671.210737 + Penalty 3665.115700 = -9198006.095037
  nChanged 22
		SP:Iteration 123Q (13543.700000 sec): 3 clusters
  Score: Raw -9201673.857325 + Penalty 3665.115700 = -9198008.741625
  nChanged 22
		SP:Iteration 124Q (13544.220000 sec): 3 clusters
  Score: Raw -9201676.651535 + Penalty 3665.115700 = -9198011.535835
  nChanged 21
		SP:Iteration 125Q (13544.770000 sec): 3 clusters
  Score: Raw -9201679.237270 + Penalty 3665.115700 = -9198014.121570
  nChanged 12
		SP:Iteration 126Q (13545.270000 sec): 3 clusters
  Score: Raw -9201681.289545 + Penalty 3665.115700 = -9198016.173845
  nChanged 17
		SP:Iteration 127Q (13545.860000 sec): 3 clusters
  Score: Raw -9201684.665072 + Penalty 3665.115700 = -9198019.549372
  nChanged 25
		SP:Iteration 128Q (13546.450000 sec): 3 clusters
  Score: Raw -9201687.998883 + Penalty 3665.115700 = -9198022.883183
  nChanged 16
		SP:Iteration 129Q (13546.950000 sec): 3 clusters
  Score: Raw -9201689.534664 + Penalty 3665.115700 = -9198024.418963
  nChanged 14
		SP:Iteration 130Q (13547.470000 sec): 3 clusters
  Score: Raw -9201691.085057 + Penalty 3665.115700 = -9198025.969357
  nChanged 11
		SP:Iteration 131Q (13547.940000 sec): 3 clusters
  Score: Raw -9201692.536657 + Penalty 3665.115700 = -9198027.420957
  nChanged 15
		SP:Iteration 132Q (13548.450000 sec): 3 clusters
  Score: Raw -9201694.361603 + Penalty 3665.115700 = -9198029.245903
  nChanged 14
		SP:Iteration 133Q (13548.910000 sec): 3 clusters
  Score: Raw -9201695.948672 + Penalty 3665.115700 = -9198030.832971
  nChanged 6
		SP:Iteration 134Q (13549.460000 sec): 3 clusters
  Score: Raw -9201696.545860 + Penalty 3665.115700 = -9198031.430160
  nChanged 7
		SP:Iteration 135Q (13550.010000 sec): 3 clusters
  Score: Raw -9201697.233739 + Penalty 3665.115700 = -9198032.118039
  nChanged 4
		SP:Iteration 136Q (13550.470000 sec): 3 clusters
  Score: Raw -9201697.575651 + Penalty 3665.115700 = -9198032.459951
  nChanged 2
		SP:Iteration 137Q (13551.030000 sec): 3 clusters
  Score: Raw -9201697.781829 + Penalty 3665.115700 = -9198032.666129
  nChanged 2
		SP:Iteration 138Q (13551.580000 sec): 3 clusters
  Score: Raw -9201698.070045 + Penalty 3665.115700 = -9198032.954344
  nChanged 1
		SP:Iteration 139Q (13552.060000 sec): 3 clusters
  Score: Raw -9201698.211114 + Penalty 3665.115700 = -9198033.095414
  nChanged 1
		SP:Iteration 140F (13552.650000 sec): 3 clusters
  Score: Raw -9201698.341118 + Penalty 3665.115700 = -9198033.225418
  nChanged 2
		SP:Iteration 141Q (13553.190000 sec): 3 clusters
  Score: Raw -9201698.458403 + Penalty 3665.115700 = -9198033.342703
  nChanged 0
		SP:Iteration 142F (13553.770000 sec): 3 clusters
  Score: Raw -9201698.458403 + Penalty 3665.115700 = -9198033.342703
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (17435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13553.960000 sec): 2 clusters
  Score: Raw -2092401.281300 + Penalty 1587.013181 = -2090814.268119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13554.270000 sec): 3 clusters
  Score: Raw -2082095.983797 + Penalty 3174.026362 = -2078921.957435
  nChanged 7776
		SP:Iteration 1F (13554.580000 sec): 3 clusters
  Score: Raw -2086199.792390 + Penalty 3174.026362 = -2083025.766029
  nChanged 883
		SP:Iteration 2F (13554.850000 sec): 3 clusters
  Score: Raw -2086473.948596 + Penalty 3174.026362 = -2083299.922234
  nChanged 724
		SP:Iteration 3Q (13555.110000 sec): 3 clusters
  Score: Raw -2086715.410831 + Penalty 3174.026362 = -2083541.384469
  nChanged 705
		SP:Iteration 4Q (13555.430000 sec): 3 clusters
  Score: Raw -2086947.122331 + Penalty 3174.026362 = -2083773.095969
  nChanged 631
		SP:Iteration 5Q (13555.700000 sec): 3 clusters
  Score: Raw -2087154.904742 + Penalty 3174.026362 = -2083980.878380
  nChanged 626
		SP:Iteration 6Q (13555.970000 sec): 3 clusters
  Score: Raw -2087383.154953 + Penalty 3174.026362 = -2084209.128591
  nChanged 644
		SP:Iteration 7Q (13556.240000 sec): 3 clusters
  Score: Raw -2087636.468845 + Penalty 3174.026362 = -2084462.442483
  nChanged 675
		SP:Iteration 8Q (13556.510000 sec): 3 clusters
  Score: Raw -2087926.857293 + Penalty 3174.026362 = -2084752.830932
  nChanged 716
		SP:Iteration 9Q (13556.780000 sec): 3 clusters
  Score: Raw -2088278.388782 + Penalty 3174.026362 = -2085104.362421
  nChanged 766
		SP:Iteration 10Q (13557.080000 sec): 3 clusters
  Score: Raw -2088715.878681 + Penalty 3174.026362 = -2085541.852319
  nChanged 820
		SP:Iteration 11Q (13557.340000 sec): 3 clusters
  Score: Raw -2089214.093882 + Penalty 3174.026362 = -2086040.067520
  nChanged 811
		SP:Iteration 12Q (13557.560000 sec): 3 clusters
  Score: Raw -2089699.124842 + Penalty 3174.026362 = -2086525.098480
  nChanged 719
		SP:Iteration 13Q (13557.850000 sec): 3 clusters
  Score: Raw -2090132.767203 + Penalty 3174.026362 = -2086958.740841
  nChanged 668
		SP:Iteration 14Q (13558.120000 sec): 3 clusters
  Score: Raw -2090519.525076 + Penalty 3174.026362 = -2087345.498714
  nChanged 637
		SP:Iteration 15Q (13558.370000 sec): 3 clusters
  Score: Raw -2090887.795368 + Penalty 3174.026362 = -2087713.769007
  nChanged 589
		SP:Iteration 16Q (13558.640000 sec): 3 clusters
  Score: Raw -2091236.168072 + Penalty 3174.026362 = -2088062.141710
  nChanged 560
		SP:Iteration 17Q (13558.920000 sec): 3 clusters
  Score: Raw -2091568.529603 + Penalty 3174.026362 = -2088394.503241
  nChanged 539
		SP:Iteration 18Q (13559.200000 sec): 3 clusters
  Score: Raw -2091893.516337 + Penalty 3174.026362 = -2088719.489975
  nChanged 514
		SP:Iteration 19Q (13559.430000 sec): 3 clusters
  Score: Raw -2092208.987001 + Penalty 3174.026362 = -2089034.960639
  nChanged 444
		SP:Iteration 20F (13559.710000 sec): 3 clusters
  Score: Raw -2092480.162514 + Penalty 3174.026362 = -2089306.136153
  nChanged 405
		SP:Iteration 21Q (13559.950000 sec): 3 clusters
  Score: Raw -2092705.192872 + Penalty 3174.026362 = -2089531.166510
  nChanged 339
		SP:Iteration 22Q (13560.240000 sec): 3 clusters
  Score: Raw -2092877.732988 + Penalty 3174.026362 = -2089703.706626
  nChanged 286
		SP:Iteration 23Q (13560.450000 sec): 3 clusters
  Score: Raw -2093004.418582 + Penalty 3174.026362 = -2089830.392220
  nChanged 231
		SP:Iteration 24Q (13560.720000 sec): 3 clusters
  Score: Raw -2093084.287249 + Penalty 3174.026362 = -2089910.260887
  nChanged 162
		SP:Iteration 25Q (13560.980000 sec): 3 clusters
  Score: Raw -2093142.987074 + Penalty 3174.026362 = -2089968.960713
  nChanged 149
		SP:Iteration 26Q (13561.270000 sec): 3 clusters
  Score: Raw -2093193.387556 + Penalty 3174.026362 = -2090019.361194
  nChanged 122
		SP:Iteration 27Q (13561.540000 sec): 3 clusters
  Score: Raw -2093228.199618 + Penalty 3174.026362 = -2090054.173257
  nChanged 91
		SP:Iteration 28Q (13561.820000 sec): 3 clusters
  Score: Raw -2093256.185365 + Penalty 3174.026362 = -2090082.159003
  nChanged 83
		SP:Iteration 29Q (13562.120000 sec): 3 clusters
  Score: Raw -2093281.648489 + Penalty 3174.026362 = -2090107.622127
  nChanged 65
		SP:Iteration 30Q (13562.380000 sec): 3 clusters
  Score: Raw -2093301.646156 + Penalty 3174.026362 = -2090127.619794
  nChanged 54
		SP:Iteration 31Q (13562.610000 sec): 3 clusters
  Score: Raw -2093314.076462 + Penalty 3174.026362 = -2090140.050100
  nChanged 41
		SP:Iteration 32Q (13562.900000 sec): 3 clusters
  Score: Raw -2093323.975623 + Penalty 3174.026362 = -2090149.949261
  nChanged 34
		SP:Iteration 33Q (13563.140000 sec): 3 clusters
  Score: Raw -2093331.925008 + Penalty 3174.026362 = -2090157.898646
  nChanged 29
		SP:Iteration 34Q (13563.440000 sec): 3 clusters
  Score: Raw -2093338.202109 + Penalty 3174.026362 = -2090164.175747
  nChanged 20
		SP:Iteration 35Q (13563.740000 sec): 3 clusters
  Score: Raw -2093342.575241 + Penalty 3174.026362 = -2090168.548880
  nChanged 19
		SP:Iteration 36Q (13563.990000 sec): 3 clusters
  Score: Raw -2093346.509115 + Penalty 3174.026362 = -2090172.482754
  nChanged 13
		SP:Iteration 37Q (13564.300000 sec): 3 clusters
  Score: Raw -2093348.597026 + Penalty 3174.026362 = -2090174.570665
  nChanged 12
		SP:Iteration 38Q (13564.560000 sec): 3 clusters
  Score: Raw -2093350.587184 + Penalty 3174.026362 = -2090176.560822
  nChanged 15
		SP:Iteration 39Q (13564.800000 sec): 3 clusters
  Score: Raw -2093353.115597 + Penalty 3174.026362 = -2090179.089235
  nChanged 11
		SP:Iteration 40F (13565.090000 sec): 3 clusters
  Score: Raw -2093355.110936 + Penalty 3174.026362 = -2090181.084574
  nChanged 12
		SP:Iteration 41Q (13565.380000 sec): 3 clusters
  Score: Raw -2093357.500715 + Penalty 3174.026362 = -2090183.474353
  nChanged 11
		SP:Iteration 42Q (13565.620000 sec): 3 clusters
  Score: Raw -2093358.969518 + Penalty 3174.026362 = -2090184.943156
  nChanged 7
		SP:Iteration 43Q (13565.870000 sec): 3 clusters
  Score: Raw -2093360.239833 + Penalty 3174.026362 = -2090186.213471
  nChanged 7
		SP:Iteration 44Q (13566.170000 sec): 3 clusters
  Score: Raw -2093361.387257 + Penalty 3174.026362 = -2090187.360895
  nChanged 3
		SP:Iteration 45Q (13566.420000 sec): 3 clusters
  Score: Raw -2093362.138811 + Penalty 3174.026362 = -2090188.112449
  nChanged 5
		SP:Iteration 46Q (13566.720000 sec): 3 clusters
  Score: Raw -2093362.860235 + Penalty 3174.026362 = -2090188.833873
  nChanged 4
		SP:Iteration 47Q (13567.000000 sec): 3 clusters
  Score: Raw -2093363.660578 + Penalty 3174.026362 = -2090189.634216
  nChanged 3
		SP:Iteration 48Q (13567.310000 sec): 3 clusters
  Score: Raw -2093364.024013 + Penalty 3174.026362 = -2090189.997651
  nChanged 1
		SP:Iteration 49Q (13567.610000 sec): 3 clusters
  Score: Raw -2093364.292742 + Penalty 3174.026362 = -2090190.266380
  nChanged 3
		SP:Iteration 50Q (13567.860000 sec): 3 clusters
  Score: Raw -2093364.775031 + Penalty 3174.026362 = -2090190.748669
  nChanged 5
		SP:Iteration 51Q (13568.140000 sec): 3 clusters
  Score: Raw -2093365.588574 + Penalty 3174.026362 = -2090191.562212
  nChanged 4
		SP:Iteration 52Q (13568.420000 sec): 3 clusters
  Score: Raw -2093366.124496 + Penalty 3174.026362 = -2090192.098134
  nChanged 1
		SP:Iteration 53Q (13568.690000 sec): 3 clusters
  Score: Raw -2093366.336346 + Penalty 3174.026362 = -2090192.309984
  nChanged 1
		SP:Iteration 54Q (13568.990000 sec): 3 clusters
  Score: Raw -2093366.444325 + Penalty 3174.026362 = -2090192.417963
  nChanged 0
		SP:Iteration 55F (13569.270000 sec): 3 clusters
  Score: Raw -2093366.444325 + Penalty 3174.026362 = -2090192.417963
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (74941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13569.710000 sec): 2 clusters
  Score: Raw -8927758.901563 + Penalty 1823.974168 = -8925934.927396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13570.300000 sec): 3 clusters
  Score: Raw -8879444.795959 + Penalty 3647.948335 = -8875796.847624
  nChanged 35544
		SP:Iteration 1F (13570.880000 sec): 3 clusters
  Score: Raw -8900467.216168 + Penalty 3647.948335 = -8896819.267833
  nChanged 3695
		SP:Iteration 2Q (13571.460000 sec): 3 clusters
  Score: Raw -8902166.177809 + Penalty 3647.948335 = -8898518.229474
  nChanged 4695
		SP:Iteration 3F (13572.030000 sec): 3 clusters
  Score: Raw -8904972.726940 + Penalty 3647.948335 = -8901324.778605
  nChanged 5785
		SP:Iteration 4F (13572.590000 sec): 3 clusters
  Score: Raw -8909187.509464 + Penalty 3647.948335 = -8905539.561128
  nChanged 6138
		SP:Iteration 5F (13573.120000 sec): 3 clusters
  Score: Raw -8913945.322304 + Penalty 3647.948335 = -8910297.373969
  nChanged 5110
		SP:Iteration 6F (13573.670000 sec): 3 clusters
  Score: Raw -8917503.183253 + Penalty 3647.948335 = -8913855.234918
  nChanged 3616
		SP:Iteration 7Q (13574.190000 sec): 3 clusters
  Score: Raw -8919723.432638 + Penalty 3647.948335 = -8916075.484303
  nChanged 2471
		SP:Iteration 8Q (13574.730000 sec): 3 clusters
  Score: Raw -8921120.957336 + Penalty 3647.948335 = -8917473.009001
  nChanged 1815
		SP:Iteration 9Q (13575.270000 sec): 3 clusters
  Score: Raw -8922149.626815 + Penalty 3647.948335 = -8918501.678480
  nChanged 1617
		SP:Iteration 10Q (13575.810000 sec): 3 clusters
  Score: Raw -8923175.465888 + Penalty 3647.948335 = -8919527.517553
  nChanged 1480
		SP:Iteration 11Q (13576.350000 sec): 3 clusters
  Score: Raw -8924266.895554 + Penalty 3647.948335 = -8920618.947219
  nChanged 1399
		SP:Iteration 12Q (13576.890000 sec): 3 clusters
  Score: Raw -8925472.114538 + Penalty 3647.948335 = -8921824.166203
  nChanged 1188
		SP:Iteration 13Q (13577.430000 sec): 3 clusters
  Score: Raw -8926704.711126 + Penalty 3647.948335 = -8923056.762791
  nChanged 835
		SP:Iteration 14Q (13577.940000 sec): 3 clusters
  Score: Raw -8927684.926138 + Penalty 3647.948335 = -8924036.977802
  nChanged 502
		SP:Iteration 15Q (13578.410000 sec): 3 clusters
  Score: Raw -8928287.141926 + Penalty 3647.948335 = -8924639.193590
  nChanged 384
		SP:Iteration 16Q (13578.880000 sec): 3 clusters
  Score: Raw -8928628.640770 + Penalty 3647.948335 = -8924980.692435
  nChanged 317
		SP:Iteration 17Q (13579.370000 sec): 3 clusters
  Score: Raw -8928836.847386 + Penalty 3647.948335 = -8925188.899051
  nChanged 203
		SP:Iteration 18Q (13579.840000 sec): 3 clusters
  Score: Raw -8928964.603697 + Penalty 3647.948335 = -8925316.655362
  nChanged 169
		SP:Iteration 19Q (13580.320000 sec): 3 clusters
  Score: Raw -8929042.262365 + Penalty 3647.948335 = -8925394.314030
  nChanged 125
		SP:Iteration 20F (13580.840000 sec): 3 clusters
  Score: Raw -8929079.943240 + Penalty 3647.948335 = -8925431.994904
  nChanged 87
		SP:Iteration 21Q (13581.300000 sec): 3 clusters
  Score: Raw -8929098.854320 + Penalty 3647.948335 = -8925450.905984
  nChanged 54
		SP:Iteration 22Q (13581.710000 sec): 3 clusters
  Score: Raw -8929107.444625 + Penalty 3647.948335 = -8925459.496289
  nChanged 33
		SP:Iteration 23Q (13582.250000 sec): 3 clusters
  Score: Raw -8929113.838435 + Penalty 3647.948335 = -8925465.890099
  nChanged 36
		SP:Iteration 24Q (13582.710000 sec): 3 clusters
  Score: Raw -8929118.245695 + Penalty 3647.948335 = -8925470.297359
  nChanged 18
		SP:Iteration 25Q (13583.130000 sec): 3 clusters
  Score: Raw -8929120.321016 + Penalty 3647.948335 = -8925472.372681
  nChanged 13
		SP:Iteration 26Q (13583.600000 sec): 3 clusters
  Score: Raw -8929122.160901 + Penalty 3647.948335 = -8925474.212566
  nChanged 13
		SP:Iteration 27Q (13584.060000 sec): 3 clusters
  Score: Raw -8929123.903767 + Penalty 3647.948335 = -8925475.955432
  nChanged 8
		SP:Iteration 28Q (13584.510000 sec): 3 clusters
  Score: Raw -8929125.015625 + Penalty 3647.948335 = -8925477.067290
  nChanged 6
		SP:Iteration 29Q (13585.020000 sec): 3 clusters
  Score: Raw -8929125.539527 + Penalty 3647.948335 = -8925477.591192
  nChanged 2
		SP:Iteration 30Q (13585.420000 sec): 3 clusters
  Score: Raw -8929125.667558 + Penalty 3647.948335 = -8925477.719223
  nChanged 3
		SP:Iteration 31Q (13585.880000 sec): 3 clusters
  Score: Raw -8929126.132762 + Penalty 3647.948335 = -8925478.184426
  nChanged 6
		SP:Iteration 32Q (13586.340000 sec): 3 clusters
  Score: Raw -8929127.078179 + Penalty 3647.948335 = -8925479.129844
  nChanged 14
		SP:Iteration 33Q (13586.840000 sec): 3 clusters
  Score: Raw -8929129.259016 + Penalty 3647.948335 = -8925481.310680
  nChanged 16
		SP:Iteration 34Q (13587.380000 sec): 3 clusters
  Score: Raw -8929131.648406 + Penalty 3647.948335 = -8925483.700070
  nChanged 12
		SP:Iteration 35Q (13587.860000 sec): 3 clusters
  Score: Raw -8929133.829536 + Penalty 3647.948335 = -8925485.881201
  nChanged 14
		SP:Iteration 36Q (13588.470000 sec): 3 clusters
  Score: Raw -8929135.847045 + Penalty 3647.948335 = -8925487.898710
  nChanged 6
		SP:Iteration 37Q (13589.000000 sec): 3 clusters
  Score: Raw -8929136.442327 + Penalty 3647.948335 = -8925488.493992
  nChanged 2
		SP:Iteration 38Q (13589.500000 sec): 3 clusters
  Score: Raw -8929136.590074 + Penalty 3647.948335 = -8925488.641738
  nChanged 0
		SP:Iteration 39F (13590.070000 sec): 3 clusters
  Score: Raw -8929136.590074 + Penalty 3647.948335 = -8925488.641738
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (14482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13590.280000 sec): 2 clusters
  Score: Raw -1652757.125800 + Penalty 1556.857539 = -1651200.268261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13590.520000 sec): 3 clusters
  Score: Raw -1644233.743134 + Penalty 3113.715078 = -1641120.028056
  nChanged 6500
		SP:Iteration 1F (13590.840000 sec): 3 clusters
  Score: Raw -1647911.758172 + Penalty 3113.715078 = -1644798.043094
  nChanged 855
		SP:Iteration 2F (13591.140000 sec): 3 clusters
  Score: Raw -1648298.583160 + Penalty 3113.715078 = -1645184.868083
  nChanged 761
		SP:Iteration 3F (13591.410000 sec): 3 clusters
  Score: Raw -1648650.710938 + Penalty 3113.715078 = -1645536.995860
  nChanged 712
		SP:Iteration 4Q (13591.650000 sec): 3 clusters
  Score: Raw -1649023.665041 + Penalty 3113.715078 = -1645909.949964
  nChanged 709
		SP:Iteration 5Q (13591.920000 sec): 3 clusters
  Score: Raw -1649457.674710 + Penalty 3113.715078 = -1646343.959632
  nChanged 767
		SP:Iteration 6F (13592.200000 sec): 3 clusters
  Score: Raw -1649972.933656 + Penalty 3113.715078 = -1646859.218578
  nChanged 793
		SP:Iteration 7F (13592.520000 sec): 3 clusters
  Score: Raw -1650510.904132 + Penalty 3113.715078 = -1647397.189054
  nChanged 727
		SP:Iteration 8F (13592.820000 sec): 3 clusters
  Score: Raw -1651029.757678 + Penalty 3113.715078 = -1647916.042601
  nChanged 670
		SP:Iteration 9Q (13593.070000 sec): 3 clusters
  Score: Raw -1651522.487120 + Penalty 3113.715078 = -1648408.772042
  nChanged 636
		SP:Iteration 10Q (13593.380000 sec): 3 clusters
  Score: Raw -1651915.265782 + Penalty 3113.715078 = -1648801.550704
  nChanged 490
		SP:Iteration 11Q (13593.680000 sec): 3 clusters
  Score: Raw -1652197.346777 + Penalty 3113.715078 = -1649083.631699
  nChanged 416
		SP:Iteration 12Q (13593.920000 sec): 3 clusters
  Score: Raw -1652428.069183 + Penalty 3113.715078 = -1649314.354106
  nChanged 337
		SP:Iteration 13Q (13594.160000 sec): 3 clusters
  Score: Raw -1652609.726378 + Penalty 3113.715078 = -1649496.011301
  nChanged 285
		SP:Iteration 14Q (13594.480000 sec): 3 clusters
  Score: Raw -1652767.016653 + Penalty 3113.715078 = -1649653.301575
  nChanged 261
		SP:Iteration 15Q (13594.730000 sec): 3 clusters
  Score: Raw -1652889.209379 + Penalty 3113.715078 = -1649775.494301
  nChanged 204
		SP:Iteration 16Q (13595.020000 sec): 3 clusters
  Score: Raw -1652969.376801 + Penalty 3113.715078 = -1649855.661724
  nChanged 195
		SP:Iteration 17Q (13595.280000 sec): 3 clusters
  Score: Raw -1653046.736238 + Penalty 3113.715078 = -1649933.021160
  nChanged 168
		SP:Iteration 18Q (13595.580000 sec): 3 clusters
  Score: Raw -1653113.981766 + Penalty 3113.715078 = -1650000.266688
  nChanged 139
		SP:Iteration 19Q (13595.820000 sec): 3 clusters
  Score: Raw -1653168.301313 + Penalty 3113.715078 = -1650054.586235
  nChanged 133
		SP:Iteration 20F (13596.150000 sec): 3 clusters
  Score: Raw -1653226.168306 + Penalty 3113.715078 = -1650112.453228
  nChanged 127
		SP:Iteration 21Q (13596.350000 sec): 3 clusters
  Score: Raw -1653296.336446 + Penalty 3113.715078 = -1650182.621368
  nChanged 116
		SP:Iteration 22Q (13596.580000 sec): 3 clusters
  Score: Raw -1653361.547566 + Penalty 3113.715078 = -1650247.832488
  nChanged 128
		SP:Iteration 23Q (13596.820000 sec): 3 clusters
  Score: Raw -1653441.934804 + Penalty 3113.715078 = -1650328.219726
  nChanged 129
		SP:Iteration 24Q (13597.080000 sec): 3 clusters
  Score: Raw -1653504.384912 + Penalty 3113.715078 = -1650390.669835
  nChanged 98
		SP:Iteration 25Q (13597.330000 sec): 3 clusters
  Score: Raw -1653536.792457 + Penalty 3113.715078 = -1650423.077379
  nChanged 76
		SP:Iteration 26Q (13597.560000 sec): 3 clusters
  Score: Raw -1653556.698666 + Penalty 3113.715078 = -1650442.983588
  nChanged 56
		SP:Iteration 27Q (13597.820000 sec): 3 clusters
  Score: Raw -1653569.977937 + Penalty 3113.715078 = -1650456.262859
  nChanged 45
		SP:Iteration 28Q (13598.040000 sec): 3 clusters
  Score: Raw -1653581.630405 + Penalty 3113.715078 = -1650467.915327
  nChanged 48
		SP:Iteration 29Q (13598.310000 sec): 3 clusters
  Score: Raw -1653593.529460 + Penalty 3113.715078 = -1650479.814382
  nChanged 37
		SP:Iteration 30Q (13598.630000 sec): 3 clusters
  Score: Raw -1653601.585393 + Penalty 3113.715078 = -1650487.870315
  nChanged 34
		SP:Iteration 31Q (13598.880000 sec): 3 clusters
  Score: Raw -1653606.692482 + Penalty 3113.715078 = -1650492.977404
  nChanged 21
		SP:Iteration 32Q (13599.120000 sec): 3 clusters
  Score: Raw -1653609.527638 + Penalty 3113.715078 = -1650495.812560
  nChanged 14
		SP:Iteration 33Q (13599.380000 sec): 3 clusters
  Score: Raw -1653610.953591 + Penalty 3113.715078 = -1650497.238513
  nChanged 15
		SP:Iteration 34Q (13599.690000 sec): 3 clusters
  Score: Raw -1653612.866112 + Penalty 3113.715078 = -1650499.151034
  nChanged 10
		SP:Iteration 35Q (13599.980000 sec): 3 clusters
  Score: Raw -1653613.593527 + Penalty 3113.715078 = -1650499.878449
  nChanged 7
		SP:Iteration 36Q (13600.320000 sec): 3 clusters
  Score: Raw -1653614.398878 + Penalty 3113.715078 = -1650500.683800
  nChanged 12
		SP:Iteration 37Q (13600.560000 sec): 3 clusters
  Score: Raw -1653615.695487 + Penalty 3113.715078 = -1650501.980410
  nChanged 4
		SP:Iteration 38Q (13600.830000 sec): 3 clusters
  Score: Raw -1653616.056720 + Penalty 3113.715078 = -1650502.341642
  nChanged 6
		SP:Iteration 39Q (13601.050000 sec): 3 clusters
  Score: Raw -1653617.007128 + Penalty 3113.715078 = -1650503.292050
  nChanged 5
		SP:Iteration 40F (13601.310000 sec): 3 clusters
  Score: Raw -1653617.504100 + Penalty 3113.715078 = -1650503.789022
  nChanged 8
		SP:Iteration 41Q (13601.560000 sec): 3 clusters
  Score: Raw -1653618.901651 + Penalty 3113.715078 = -1650505.186573
  nChanged 7
		SP:Iteration 42Q (13601.860000 sec): 3 clusters
  Score: Raw -1653619.684151 + Penalty 3113.715078 = -1650505.969073
  nChanged 7
		SP:Iteration 43Q (13602.140000 sec): 3 clusters
  Score: Raw -1653620.913556 + Penalty 3113.715078 = -1650507.198478
  nChanged 9
		SP:Iteration 44Q (13602.410000 sec): 3 clusters
  Score: Raw -1653622.089440 + Penalty 3113.715078 = -1650508.374362
  nChanged 5
		SP:Iteration 45Q (13602.730000 sec): 3 clusters
  Score: Raw -1653622.734965 + Penalty 3113.715078 = -1650509.019887
  nChanged 2
		SP:Iteration 46Q (13602.990000 sec): 3 clusters
  Score: Raw -1653622.957820 + Penalty 3113.715078 = -1650509.242742
  nChanged 3
		SP:Iteration 47Q (13603.330000 sec): 3 clusters
  Score: Raw -1653623.083634 + Penalty 3113.715078 = -1650509.368556
  nChanged 1
		SP:Iteration 48Q (13603.590000 sec): 3 clusters
  Score: Raw -1653623.355657 + Penalty 3113.715078 = -1650509.640579
  nChanged 2
		SP:Iteration 49Q (13603.870000 sec): 3 clusters
  Score: Raw -1653623.512026 + Penalty 3113.715078 = -1650509.796948
  nChanged 1
		SP:Iteration 50Q (13604.140000 sec): 3 clusters
  Score: Raw -1653623.580468 + Penalty 3113.715078 = -1650509.865390
  nChanged 0
		SP:Iteration 51F (13604.400000 sec): 3 clusters
  Score: Raw -1653623.580468 + Penalty 3113.715078 = -1650509.865390
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13604.560000 sec): 2 clusters
  Score: Raw -1923796.154497 + Penalty 1579.926551 = -1922216.227945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13604.820000 sec): 3 clusters
  Score: Raw -1913934.799436 + Penalty 3159.853103 = -1910774.946333
  nChanged 7465
		SP:Iteration 1F (13605.090000 sec): 3 clusters
  Score: Raw -1918056.890511 + Penalty 3159.853103 = -1914897.037409
  nChanged 979
		SP:Iteration 2F (13605.420000 sec): 3 clusters
  Score: Raw -1918507.035590 + Penalty 3159.853103 = -1915347.182487
  nChanged 942
		SP:Iteration 3F (13605.680000 sec): 3 clusters
  Score: Raw -1919036.246863 + Penalty 3159.853103 = -1915876.393761
  nChanged 1027
		SP:Iteration 4F (13605.940000 sec): 3 clusters
  Score: Raw -1919693.275613 + Penalty 3159.853103 = -1916533.422510
  nChanged 1074
		SP:Iteration 5F (13606.210000 sec): 3 clusters
  Score: Raw -1920461.355906 + Penalty 3159.853103 = -1917301.502804
  nChanged 1114
		SP:Iteration 6F (13606.460000 sec): 3 clusters
  Score: Raw -1921336.191397 + Penalty 3159.853103 = -1918176.338294
  nChanged 1040
		SP:Iteration 7F (13606.700000 sec): 3 clusters
  Score: Raw -1922154.809407 + Penalty 3159.853103 = -1918994.956304
  nChanged 874
		SP:Iteration 8F (13607.020000 sec): 3 clusters
  Score: Raw -1922796.539933 + Penalty 3159.853103 = -1919636.686830
  nChanged 657
		SP:Iteration 9Q (13607.310000 sec): 3 clusters
  Score: Raw -1923223.344224 + Penalty 3159.853103 = -1920063.491121
  nChanged 511
		SP:Iteration 10Q (13607.580000 sec): 3 clusters
  Score: Raw -1923552.243099 + Penalty 3159.853103 = -1920392.389997
  nChanged 413
		SP:Iteration 11Q (13607.860000 sec): 3 clusters
  Score: Raw -1923804.920254 + Penalty 3159.853103 = -1920645.067152
  nChanged 295
		SP:Iteration 12Q (13608.160000 sec): 3 clusters
  Score: Raw -1923976.299334 + Penalty 3159.853103 = -1920816.446231
  nChanged 243
		SP:Iteration 13Q (13608.440000 sec): 3 clusters
  Score: Raw -1924107.562235 + Penalty 3159.853103 = -1920947.709133
  nChanged 208
		SP:Iteration 14Q (13608.720000 sec): 3 clusters
  Score: Raw -1924216.624025 + Penalty 3159.853103 = -1921056.770923
  nChanged 172
		SP:Iteration 15Q (13609.040000 sec): 3 clusters
  Score: Raw -1924303.582355 + Penalty 3159.853103 = -1921143.729252
  nChanged 153
		SP:Iteration 16Q (13609.320000 sec): 3 clusters
  Score: Raw -1924372.967781 + Penalty 3159.853103 = -1921213.114678
  nChanged 120
		SP:Iteration 17Q (13609.660000 sec): 3 clusters
  Score: Raw -1924423.558092 + Penalty 3159.853103 = -1921263.704989
  nChanged 107
		SP:Iteration 18Q (13609.950000 sec): 3 clusters
  Score: Raw -1924462.520114 + Penalty 3159.853103 = -1921302.667012
  nChanged 88
		SP:Iteration 19Q (13610.260000 sec): 3 clusters
  Score: Raw -1924488.834811 + Penalty 3159.853103 = -1921328.981709
  nChanged 56
		SP:Iteration 20F (13610.640000 sec): 3 clusters
  Score: Raw -1924500.760217 + Penalty 3159.853103 = -1921340.907114
  nChanged 37
		SP:Iteration 21Q (13610.970000 sec): 3 clusters
  Score: Raw -1924510.243302 + Penalty 3159.853103 = -1921350.390200
  nChanged 29
		SP:Iteration 22Q (13611.250000 sec): 3 clusters
  Score: Raw -1924516.282360 + Penalty 3159.853103 = -1921356.429257
  nChanged 29
		SP:Iteration 23Q (13611.600000 sec): 3 clusters
  Score: Raw -1924522.424791 + Penalty 3159.853103 = -1921362.571688
  nChanged 29
		SP:Iteration 24Q (13611.880000 sec): 3 clusters
  Score: Raw -1924527.992588 + Penalty 3159.853103 = -1921368.139485
  nChanged 23
		SP:Iteration 25Q (13612.160000 sec): 3 clusters
  Score: Raw -1924533.117995 + Penalty 3159.853103 = -1921373.264892
  nChanged 25
		SP:Iteration 26Q (13612.390000 sec): 3 clusters
  Score: Raw -1924538.594662 + Penalty 3159.853103 = -1921378.741559
  nChanged 27
		SP:Iteration 27Q (13612.730000 sec): 3 clusters
  Score: Raw -1924544.624097 + Penalty 3159.853103 = -1921384.770995
  nChanged 20
		SP:Iteration 28Q (13613.030000 sec): 3 clusters
  Score: Raw -1924549.061576 + Penalty 3159.853103 = -1921389.208473
  nChanged 18
		SP:Iteration 29Q (13613.350000 sec): 3 clusters
  Score: Raw -1924553.284636 + Penalty 3159.853103 = -1921393.431534
  nChanged 10
		SP:Iteration 30Q (13613.610000 sec): 3 clusters
  Score: Raw -1924555.916088 + Penalty 3159.853103 = -1921396.062986
  nChanged 9
		SP:Iteration 31Q (13613.880000 sec): 3 clusters
  Score: Raw -1924557.719269 + Penalty 3159.853103 = -1921397.866166
  nChanged 8
		SP:Iteration 32Q (13614.210000 sec): 3 clusters
  Score: Raw -1924559.688460 + Penalty 3159.853103 = -1921399.835358
  nChanged 12
		SP:Iteration 33Q (13614.440000 sec): 3 clusters
  Score: Raw -1924563.254530 + Penalty 3159.853103 = -1921403.401428
  nChanged 13
		SP:Iteration 34Q (13614.730000 sec): 3 clusters
  Score: Raw -1924566.879256 + Penalty 3159.853103 = -1921407.026154
  nChanged 8
		SP:Iteration 35Q (13614.980000 sec): 3 clusters
  Score: Raw -1924568.805427 + Penalty 3159.853103 = -1921408.952325
  nChanged 9
		SP:Iteration 36Q (13615.270000 sec): 3 clusters
  Score: Raw -1924571.180290 + Penalty 3159.853103 = -1921411.327187
  nChanged 10
		SP:Iteration 37Q (13615.560000 sec): 3 clusters
  Score: Raw -1924573.541121 + Penalty 3159.853103 = -1921413.688019
  nChanged 10
		SP:Iteration 38Q (13615.830000 sec): 3 clusters
  Score: Raw -1924575.672940 + Penalty 3159.853103 = -1921415.819838
  nChanged 11
		SP:Iteration 39Q (13616.100000 sec): 3 clusters
  Score: Raw -1924577.671675 + Penalty 3159.853103 = -1921417.818573
  nChanged 7
		SP:Iteration 40F (13616.330000 sec): 3 clusters
  Score: Raw -1924579.334367 + Penalty 3159.853103 = -1921419.481264
  nChanged 8
		SP:Iteration 41Q (13616.600000 sec): 3 clusters
  Score: Raw -1924580.533538 + Penalty 3159.853103 = -1921420.680436
  nChanged 4
		SP:Iteration 42Q (13616.840000 sec): 3 clusters
  Score: Raw -1924581.084707 + Penalty 3159.853103 = -1921421.231604
  nChanged 2
		SP:Iteration 43Q (13617.100000 sec): 3 clusters
  Score: Raw -1924581.406651 + Penalty 3159.853103 = -1921421.553548
  nChanged 4
		SP:Iteration 44Q (13617.350000 sec): 3 clusters
  Score: Raw -1924582.625114 + Penalty 3159.853103 = -1921422.772012
  nChanged 7
		SP:Iteration 45Q (13617.650000 sec): 3 clusters
  Score: Raw -1924584.259986 + Penalty 3159.853103 = -1921424.406883
  nChanged 7
		SP:Iteration 46Q (13617.960000 sec): 3 clusters
  Score: Raw -1924585.722140 + Penalty 3159.853103 = -1921425.869038
  nChanged 5
		SP:Iteration 47Q (13618.230000 sec): 3 clusters
  Score: Raw -1924586.503620 + Penalty 3159.853103 = -1921426.650517
  nChanged 4
		SP:Iteration 48Q (13618.500000 sec): 3 clusters
  Score: Raw -1924587.243763 + Penalty 3159.853103 = -1921427.390660
  nChanged 4
		SP:Iteration 49Q (13618.810000 sec): 3 clusters
  Score: Raw -1924587.851697 + Penalty 3159.853103 = -1921427.998594
  nChanged 1
		SP:Iteration 50Q (13619.120000 sec): 3 clusters
  Score: Raw -1924588.000075 + Penalty 3159.853103 = -1921428.146973
  nChanged 2
		SP:Iteration 51Q (13619.420000 sec): 3 clusters
  Score: Raw -1924588.698505 + Penalty 3159.853103 = -1921428.845402
  nChanged 2
		SP:Iteration 52Q (13619.670000 sec): 3 clusters
  Score: Raw -1924589.144939 + Penalty 3159.853103 = -1921429.291836
  nChanged 0
		SP:Iteration 53F (13619.970000 sec): 3 clusters
  Score: Raw -1924589.144939 + Penalty 3159.853103 = -1921429.291836
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13620.110000 sec): 2 clusters
  Score: Raw -14202.422542 + Penalty 810.945295 = -13391.477246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13620.290000 sec): 3 clusters
  Score: Raw -14372.533736 + Penalty 1621.890591 = -12750.643145
  nChanged 22
		SP:Iteration 1F (13620.480000 sec): 3 clusters
  Score: Raw -14510.410210 + Penalty 1621.890591 = -12888.519620
  nChanged 8
		SP:Iteration 2F (13620.650000 sec): 3 clusters
  Score: Raw -14608.568437 + Penalty 1621.890591 = -12986.677847
  nChanged 2
		SP:Iteration 3Q (13620.830000 sec): 3 clusters
  Score: Raw -14646.204629 + Penalty 1621.890591 = -13024.314038
  nChanged 0
		SP:Iteration 4F (13621.010000 sec): 3 clusters
  Score: Raw -14646.204629 + Penalty 1621.890591 = -13024.314038
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13621.160000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13621.320000 sec): 3 clusters
  Score: Raw -56157.714822 + Penalty 2010.517803 = -54147.197019
  nChanged 107
		SP:Iteration 1F (13621.480000 sec): 3 clusters
  Score: Raw -56293.911748 + Penalty 2010.517803 = -54283.393946
  nChanged 24
		SP:Iteration 2Q (13621.630000 sec): 3 clusters
  Score: Raw -56351.677392 + Penalty 2010.517803 = -54341.159589
  nChanged 15
		SP:Iteration 3Q (13621.830000 sec): 3 clusters
  Score: Raw -56372.418262 + Penalty 2010.517803 = -54361.900460
  nChanged 7
		SP:Iteration 4Q (13621.970000 sec): 3 clusters
  Score: Raw -56386.756862 + Penalty 2010.517803 = -54376.239059
  nChanged 4
		SP:Iteration 5Q (13622.150000 sec): 3 clusters
  Score: Raw -56393.535150 + Penalty 2010.517803 = -54383.017347
  nChanged 4
		SP:Iteration 6Q (13622.310000 sec): 3 clusters
  Score: Raw -56399.322961 + Penalty 2010.517803 = -54388.805159
  nChanged 2
		SP:Iteration 7Q (13622.450000 sec): 3 clusters
  Score: Raw -56403.267549 + Penalty 2010.517803 = -54392.749746
  nChanged 2
		SP:Iteration 8Q (13622.630000 sec): 3 clusters
  Score: Raw -56406.501481 + Penalty 2010.517803 = -54395.983678
  nChanged 1
		SP:Iteration 9Q (13622.780000 sec): 3 clusters
  Score: Raw -56408.253982 + Penalty 2010.517803 = -54397.736179
  nChanged 2
		SP:Iteration 10Q (13622.920000 sec): 3 clusters
  Score: Raw -56411.730330 + Penalty 2010.517803 = -54401.212527
  nChanged 0
		SP:Iteration 11F (13623.060000 sec): 3 clusters
  Score: Raw -56411.730330 + Penalty 2010.517803 = -54401.212527
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (313721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13624.530000 sec): 2 clusters
  Score: Raw -38234681.188053 + Penalty 2056.642142 = -38232624.545911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13626.120000 sec): 3 clusters
  Score: Raw -38024710.880110 + Penalty 4113.284284 = -38020597.595826
  nChanged 153302
		SP:Iteration 1F (13627.700000 sec): 3 clusters
  Score: Raw -38117722.302626 + Penalty 4113.284284 = -38113609.018342
  nChanged 12202
		SP:Iteration 2Q (13629.220000 sec): 3 clusters
  Score: Raw -38122318.443443 + Penalty 4113.284284 = -38118205.159159
  nChanged 17136
		SP:Iteration 3F (13630.730000 sec): 3 clusters
  Score: Raw -38131431.166073 + Penalty 4113.284284 = -38127317.881789
  nChanged 23041
		SP:Iteration 4F (13632.310000 sec): 3 clusters
  Score: Raw -38147459.335074 + Penalty 4113.284284 = -38143346.050791
  nChanged 27161
		SP:Iteration 5F (13633.860000 sec): 3 clusters
  Score: Raw -38170015.143449 + Penalty 4113.284284 = -38165901.859165
  nChanged 25798
		SP:Iteration 6F (13635.450000 sec): 3 clusters
  Score: Raw -38193291.110384 + Penalty 4113.284284 = -38189177.826100
  nChanged 19711
		SP:Iteration 7F (13636.990000 sec): 3 clusters
  Score: Raw -38211473.708792 + Penalty 4113.284284 = -38207360.424508
  nChanged 12605
		SP:Iteration 8Q (13638.410000 sec): 3 clusters
  Score: Raw -38223110.122231 + Penalty 4113.284284 = -38218996.837947
  nChanged 6880
		SP:Iteration 9Q (13639.740000 sec): 3 clusters
  Score: Raw -38229334.899318 + Penalty 4113.284284 = -38225221.615035
  nChanged 3425
		SP:Iteration 10Q (13641.160000 sec): 3 clusters
  Score: Raw -38232319.810268 + Penalty 4113.284284 = -38228206.525984
  nChanged 1668
		SP:Iteration 11Q (13642.460000 sec): 3 clusters
  Score: Raw -38233775.939219 + Penalty 4113.284284 = -38229662.654935
  nChanged 882
		SP:Iteration 12Q (13643.780000 sec): 3 clusters
  Score: Raw -38234461.445013 + Penalty 4113.284284 = -38230348.160729
  nChanged 529
		SP:Iteration 13Q (13644.950000 sec): 3 clusters
  Score: Raw -38234897.738687 + Penalty 4113.284284 = -38230784.454403
  nChanged 374
		SP:Iteration 14Q (13646.200000 sec): 3 clusters
  Score: Raw -38235158.438433 + Penalty 4113.284284 = -38231045.154150
  nChanged 247
		SP:Iteration 15Q (13647.580000 sec): 3 clusters
  Score: Raw -38235311.403686 + Penalty 4113.284284 = -38231198.119402
  nChanged 192
		SP:Iteration 16Q (13649.160000 sec): 3 clusters
  Score: Raw -38235406.897909 + Penalty 4113.284284 = -38231293.613625
  nChanged 149
		SP:Iteration 17Q (13650.750000 sec): 3 clusters
  Score: Raw -38235475.380633 + Penalty 4113.284284 = -38231362.096349
  nChanged 126
		SP:Iteration 18Q (13652.300000 sec): 3 clusters
  Score: Raw -38235523.829424 + Penalty 4113.284284 = -38231410.545140
  nChanged 107
		SP:Iteration 19Q (13653.820000 sec): 3 clusters
  Score: Raw -38235563.682264 + Penalty 4113.284284 = -38231450.397980
  nChanged 104
		SP:Iteration 20F (13655.510000 sec): 3 clusters
  Score: Raw -38235596.015095 + Penalty 4113.284284 = -38231482.730811
  nChanged 81
		SP:Iteration 21Q (13656.870000 sec): 3 clusters
  Score: Raw -38235624.612138 + Penalty 4113.284284 = -38231511.327854
  nChanged 66
		SP:Iteration 22Q (13658.050000 sec): 3 clusters
  Score: Raw -38235647.864604 + Penalty 4113.284284 = -38231534.580320
  nChanged 65
		SP:Iteration 23Q (13659.260000 sec): 3 clusters
  Score: Raw -38235667.249633 + Penalty 4113.284284 = -38231553.965349
  nChanged 66
		SP:Iteration 24Q (13660.570000 sec): 3 clusters
  Score: Raw -38235685.796311 + Penalty 4113.284284 = -38231572.512028
  nChanged 53
		SP:Iteration 25Q (13661.740000 sec): 3 clusters
  Score: Raw -38235700.320320 + Penalty 4113.284284 = -38231587.036037
  nChanged 53
		SP:Iteration 26Q (13663.080000 sec): 3 clusters
  Score: Raw -38235714.996411 + Penalty 4113.284284 = -38231601.712127
  nChanged 43
		SP:Iteration 27Q (13664.350000 sec): 3 clusters
  Score: Raw -38235725.584418 + Penalty 4113.284284 = -38231612.300134
  nChanged 34
		SP:Iteration 28Q (13665.700000 sec): 3 clusters
  Score: Raw -38235733.327806 + Penalty 4113.284284 = -38231620.043522
  nChanged 30
		SP:Iteration 29Q (13667.050000 sec): 3 clusters
  Score: Raw -38235738.719036 + Penalty 4113.284284 = -38231625.434752
  nChanged 18
		SP:Iteration 30Q (13668.390000 sec): 3 clusters
  Score: Raw -38235743.009302 + Penalty 4113.284284 = -38231629.725018
  nChanged 23
		SP:Iteration 31Q (13669.690000 sec): 3 clusters
  Score: Raw -38235746.712970 + Penalty 4113.284284 = -38231633.428686
  nChanged 14
		SP:Iteration 32Q (13671.080000 sec): 3 clusters
  Score: Raw -38235749.441888 + Penalty 4113.284284 = -38231636.157604
  nChanged 16
		SP:Iteration 33Q (13672.420000 sec): 3 clusters
  Score: Raw -38235753.145895 + Penalty 4113.284284 = -38231639.861611
  nChanged 16
		SP:Iteration 34Q (13673.810000 sec): 3 clusters
  Score: Raw -38235755.550973 + Penalty 4113.284284 = -38231642.266689
  nChanged 7
		SP:Iteration 35Q (13675.110000 sec): 3 clusters
  Score: Raw -38235756.445614 + Penalty 4113.284284 = -38231643.161330
  nChanged 4
		SP:Iteration 36Q (13676.550000 sec): 3 clusters
  Score: Raw -38235757.483843 + Penalty 4113.284284 = -38231644.199560
  nChanged 6
		SP:Iteration 37Q (13678.020000 sec): 3 clusters
  Score: Raw -38235759.026255 + Penalty 4113.284284 = -38231645.741971
  nChanged 12
		SP:Iteration 38Q (13679.300000 sec): 3 clusters
  Score: Raw -38235760.856136 + Penalty 4113.284284 = -38231647.571852
  nChanged 8
		SP:Iteration 39Q (13680.610000 sec): 3 clusters
  Score: Raw -38235762.203013 + Penalty 4113.284284 = -38231648.918729
  nChanged 3
		SP:Iteration 40F (13682.190000 sec): 3 clusters
  Score: Raw -38235762.711691 + Penalty 4113.284284 = -38231649.427407
  nChanged 3
		SP:Iteration 41Q (13683.560000 sec): 3 clusters
  Score: Raw -38235763.215032 + Penalty 4113.284284 = -38231649.930748
  nChanged 3
		SP:Iteration 42Q (13684.880000 sec): 3 clusters
  Score: Raw -38235764.182883 + Penalty 4113.284284 = -38231650.898600
  nChanged 3
		SP:Iteration 43Q (13686.180000 sec): 3 clusters
  Score: Raw -38235764.618325 + Penalty 4113.284284 = -38231651.334041
  nChanged 3
		SP:Iteration 44Q (13687.540000 sec): 3 clusters
  Score: Raw -38235765.110121 + Penalty 4113.284284 = -38231651.825837
  nChanged 3
		SP:Iteration 45Q (13688.810000 sec): 3 clusters
  Score: Raw -38235765.693585 + Penalty 4113.284284 = -38231652.409301
  nChanged 5
		SP:Iteration 46Q (13690.010000 sec): 3 clusters
  Score: Raw -38235766.597046 + Penalty 4113.284284 = -38231653.312762
  nChanged 8
		SP:Iteration 47Q (13691.180000 sec): 3 clusters
  Score: Raw -38235767.677988 + Penalty 4113.284284 = -38231654.393704
  nChanged 6
		SP:Iteration 48Q (13692.370000 sec): 3 clusters
  Score: Raw -38235768.445391 + Penalty 4113.284284 = -38231655.161107
  nChanged 5
		SP:Iteration 49Q (13693.560000 sec): 3 clusters
  Score: Raw -38235769.389216 + Penalty 4113.284284 = -38231656.104932
  nChanged 7
		SP:Iteration 50Q (13694.870000 sec): 3 clusters
  Score: Raw -38235770.687506 + Penalty 4113.284284 = -38231657.403222
  nChanged 11
		SP:Iteration 51Q (13696.170000 sec): 3 clusters
  Score: Raw -38235772.713951 + Penalty 4113.284284 = -38231659.429667
  nChanged 8
		SP:Iteration 52Q (13697.450000 sec): 3 clusters
  Score: Raw -38235773.905131 + Penalty 4113.284284 = -38231660.620847
  nChanged 7
		SP:Iteration 53Q (13698.820000 sec): 3 clusters
  Score: Raw -38235775.200690 + Penalty 4113.284284 = -38231661.916407
  nChanged 7
		SP:Iteration 54Q (13700.040000 sec): 3 clusters
  Score: Raw -38235776.059431 + Penalty 4113.284284 = -38231662.775147
  nChanged 5
		SP:Iteration 55Q (13701.450000 sec): 3 clusters
  Score: Raw -38235776.626920 + Penalty 4113.284284 = -38231663.342636
  nChanged 6
		SP:Iteration 56Q (13702.840000 sec): 3 clusters
  Score: Raw -38235777.131066 + Penalty 4113.284284 = -38231663.846783
  nChanged 5
		SP:Iteration 57Q (13704.220000 sec): 3 clusters
  Score: Raw -38235777.783038 + Penalty 4113.284284 = -38231664.498755
  nChanged 2
		SP:Iteration 58Q (13705.620000 sec): 3 clusters
  Score: Raw -38235778.054061 + Penalty 4113.284284 = -38231664.769778
  nChanged 1
		SP:Iteration 59Q (13707.000000 sec): 3 clusters
  Score: Raw -38235778.268609 + Penalty 4113.284284 = -38231664.984326
  nChanged 1
		SP:Iteration 60F (13708.580000 sec): 3 clusters
  Score: Raw -38235778.512076 + Penalty 4113.284284 = -38231665.227792
  nChanged 3
		SP:Iteration 61Q (13709.930000 sec): 3 clusters
  Score: Raw -38235778.853306 + Penalty 4113.284284 = -38231665.569022
  nChanged 3
		SP:Iteration 62Q (13711.140000 sec): 3 clusters
  Score: Raw -38235779.326228 + Penalty 4113.284284 = -38231666.041944
  nChanged 3
		SP:Iteration 63Q (13712.280000 sec): 3 clusters
  Score: Raw -38235779.786698 + Penalty 4113.284284 = -38231666.502414
  nChanged 3
		SP:Iteration 64Q (13713.400000 sec): 3 clusters
  Score: Raw -38235780.494231 + Penalty 4113.284284 = -38231667.209947
  nChanged 4
		SP:Iteration 65Q (13714.550000 sec): 3 clusters
  Score: Raw -38235781.365943 + Penalty 4113.284284 = -38231668.081659
  nChanged 8
		SP:Iteration 66Q (13715.710000 sec): 3 clusters
  Score: Raw -38235783.357262 + Penalty 4113.284284 = -38231670.072979
  nChanged 14
		SP:Iteration 67Q (13716.860000 sec): 3 clusters
  Score: Raw -38235785.832877 + Penalty 4113.284284 = -38231672.548593
  nChanged 16
		SP:Iteration 68Q (13717.980000 sec): 3 clusters
  Score: Raw -38235788.694733 + Penalty 4113.284284 = -38231675.410449
  nChanged 14
		SP:Iteration 69Q (13719.210000 sec): 3 clusters
  Score: Raw -38235791.601949 + Penalty 4113.284284 = -38231678.317665
  nChanged 15
		SP:Iteration 70Q (13720.380000 sec): 3 clusters
  Score: Raw -38235793.964185 + Penalty 4113.284284 = -38231680.679902
  nChanged 8
		SP:Iteration 71Q (13721.610000 sec): 3 clusters
  Score: Raw -38235795.379008 + Penalty 4113.284284 = -38231682.094724
  nChanged 7
		SP:Iteration 72Q (13722.900000 sec): 3 clusters
  Score: Raw -38235796.614859 + Penalty 4113.284284 = -38231683.330575
  nChanged 9
		SP:Iteration 73Q (13724.160000 sec): 3 clusters
  Score: Raw -38235797.918272 + Penalty 4113.284284 = -38231684.633988
  nChanged 6
		SP:Iteration 74Q (13725.400000 sec): 3 clusters
  Score: Raw -38235798.944212 + Penalty 4113.284284 = -38231685.659928
  nChanged 9
		SP:Iteration 75Q (13726.670000 sec): 3 clusters
  Score: Raw -38235800.230222 + Penalty 4113.284284 = -38231686.945939
  nChanged 7
		SP:Iteration 76Q (13727.960000 sec): 3 clusters
  Score: Raw -38235800.902130 + Penalty 4113.284284 = -38231687.617847
  nChanged 2
		SP:Iteration 77Q (13729.090000 sec): 3 clusters
  Score: Raw -38235801.158963 + Penalty 4113.284284 = -38231687.874679
  nChanged 3
		SP:Iteration 78Q (13730.260000 sec): 3 clusters
  Score: Raw -38235801.681910 + Penalty 4113.284284 = -38231688.397626
  nChanged 5
		SP:Iteration 79Q (13731.460000 sec): 3 clusters
  Score: Raw -38235802.584572 + Penalty 4113.284284 = -38231689.300288
  nChanged 5
		SP:Iteration 80F (13732.920000 sec): 3 clusters
  Score: Raw -38235803.562581 + Penalty 4113.284284 = -38231690.278297
  nChanged 4
		SP:Iteration 81Q (13734.120000 sec): 3 clusters
  Score: Raw -38235804.237251 + Penalty 4113.284284 = -38231690.952967
  nChanged 2
		SP:Iteration 82Q (13735.380000 sec): 3 clusters
  Score: Raw -38235804.540115 + Penalty 4113.284284 = -38231691.255832
  nChanged 4
		SP:Iteration 83Q (13736.610000 sec): 3 clusters
  Score: Raw -38235804.985190 + Penalty 4113.284284 = -38231691.700906
  nChanged 5
		SP:Iteration 84Q (13737.760000 sec): 3 clusters
  Score: Raw -38235805.932802 + Penalty 4113.284284 = -38231692.648519
  nChanged 6
		SP:Iteration 85Q (13738.940000 sec): 3 clusters
  Score: Raw -38235806.744955 + Penalty 4113.284284 = -38231693.460672
  nChanged 4
		SP:Iteration 86Q (13740.170000 sec): 3 clusters
  Score: Raw -38235807.603521 + Penalty 4113.284284 = -38231694.319237
  nChanged 6
		SP:Iteration 87Q (13741.350000 sec): 3 clusters
  Score: Raw -38235808.459502 + Penalty 4113.284284 = -38231695.175218
  nChanged 7
		SP:Iteration 88Q (13742.550000 sec): 3 clusters
  Score: Raw -38235809.298378 + Penalty 4113.284284 = -38231696.014094
  nChanged 2
		SP:Iteration 89Q (13743.870000 sec): 3 clusters
  Score: Raw -38235809.540739 + Penalty 4113.284284 = -38231696.256455
  nChanged 2
		SP:Iteration 90Q (13745.130000 sec): 3 clusters
  Score: Raw -38235809.973382 + Penalty 4113.284284 = -38231696.689098
  nChanged 6
		SP:Iteration 91Q (13746.450000 sec): 3 clusters
  Score: Raw -38235811.059734 + Penalty 4113.284284 = -38231697.775450
  nChanged 5
		SP:Iteration 92Q (13747.700000 sec): 3 clusters
  Score: Raw -38235811.691089 + Penalty 4113.284284 = -38231698.406806
  nChanged 3
		SP:Iteration 93Q (13748.950000 sec): 3 clusters
  Score: Raw -38235812.033962 + Penalty 4113.284284 = -38231698.749679
  nChanged 3
		SP:Iteration 94Q (13750.270000 sec): 3 clusters
  Score: Raw -38235812.442589 + Penalty 4113.284284 = -38231699.158306
  nChanged 4
		SP:Iteration 95Q (13751.620000 sec): 3 clusters
  Score: Raw -38235812.797483 + Penalty 4113.284284 = -38231699.513200
  nChanged 2
		SP:Iteration 96Q (13752.880000 sec): 3 clusters
  Score: Raw -38235812.964014 + Penalty 4113.284284 = -38231699.679731
  nChanged 1
		SP:Iteration 97Q (13754.140000 sec): 3 clusters
  Score: Raw -38235813.067047 + Penalty 4113.284284 = -38231699.782763
  nChanged 1
		SP:Iteration 98Q (13755.410000 sec): 3 clusters
  Score: Raw -38235813.110482 + Penalty 4113.284284 = -38231699.826198
  nChanged 0
		SP:Iteration 99F (13756.930000 sec): 3 clusters
  Score: Raw -38235813.110482 + Penalty 4113.284284 = -38231699.826198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (34947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13757.340000 sec): 2 clusters
  Score: Raw -4252643.754175 + Penalty 1700.008035 = -4250943.746140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13757.690000 sec): 3 clusters
  Score: Raw -4230963.215654 + Penalty 3400.016070 = -4227563.199584
  nChanged 16200
		SP:Iteration 1F (13758.050000 sec): 3 clusters
  Score: Raw -4240346.957806 + Penalty 3400.016070 = -4236946.941736
  nChanged 2013
		SP:Iteration 2F (13758.410000 sec): 3 clusters
  Score: Raw -4241461.276729 + Penalty 3400.016070 = -4238061.260659
  nChanged 2351
		SP:Iteration 3F (13758.770000 sec): 3 clusters
  Score: Raw -4243030.616376 + Penalty 3400.016070 = -4239630.600306
  nChanged 2609
		SP:Iteration 4F (13759.140000 sec): 3 clusters
  Score: Raw -4245012.140459 + Penalty 3400.016070 = -4241612.124389
  nChanged 2747
		SP:Iteration 5F (13759.530000 sec): 3 clusters
  Score: Raw -4247220.817018 + Penalty 3400.016070 = -4243820.800948
  nChanged 2397
		SP:Iteration 6F (13759.910000 sec): 3 clusters
  Score: Raw -4249078.398986 + Penalty 3400.016070 = -4245678.382916
  nChanged 1802
		SP:Iteration 7F (13760.260000 sec): 3 clusters
  Score: Raw -4250216.211248 + Penalty 3400.016070 = -4246816.195178
  nChanged 1146
		SP:Iteration 8Q (13760.610000 sec): 3 clusters
  Score: Raw -4250721.809935 + Penalty 3400.016070 = -4247321.793865
  nChanged 721
		SP:Iteration 9Q (13760.930000 sec): 3 clusters
  Score: Raw -4250970.754970 + Penalty 3400.016070 = -4247570.738900
  nChanged 496
		SP:Iteration 10Q (13761.270000 sec): 3 clusters
  Score: Raw -4251130.605127 + Penalty 3400.016070 = -4247730.589057
  nChanged 394
		SP:Iteration 11Q (13761.660000 sec): 3 clusters
  Score: Raw -4251251.009372 + Penalty 3400.016070 = -4247850.993302
  nChanged 377
		SP:Iteration 12Q (13762.020000 sec): 3 clusters
  Score: Raw -4251356.024390 + Penalty 3400.016070 = -4247956.008320
  nChanged 330
		SP:Iteration 13Q (13762.370000 sec): 3 clusters
  Score: Raw -4251449.571850 + Penalty 3400.016070 = -4248049.555780
  nChanged 319
		SP:Iteration 14Q (13762.700000 sec): 3 clusters
  Score: Raw -4251544.978897 + Penalty 3400.016070 = -4248144.962827
  nChanged 320
		SP:Iteration 15Q (13763.090000 sec): 3 clusters
  Score: Raw -4251644.907030 + Penalty 3400.016070 = -4248244.890960
  nChanged 366
		SP:Iteration 16Q (13763.390000 sec): 3 clusters
  Score: Raw -4251758.589258 + Penalty 3400.016070 = -4248358.573188
  nChanged 356
		SP:Iteration 17Q (13763.770000 sec): 3 clusters
  Score: Raw -4251868.602049 + Penalty 3400.016070 = -4248468.585980
  nChanged 354
		SP:Iteration 18Q (13764.100000 sec): 3 clusters
  Score: Raw -4251992.456234 + Penalty 3400.016070 = -4248592.440164
  nChanged 352
		SP:Iteration 19Q (13764.400000 sec): 3 clusters
  Score: Raw -4252125.443771 + Penalty 3400.016070 = -4248725.427701
  nChanged 360
		SP:Iteration 20F (13764.780000 sec): 3 clusters
  Score: Raw -4252274.092716 + Penalty 3400.016070 = -4248874.076646
  nChanged 346
		SP:Iteration 21Q (13765.160000 sec): 3 clusters
  Score: Raw -4252401.106020 + Penalty 3400.016070 = -4249001.089950
  nChanged 334
		SP:Iteration 22Q (13765.520000 sec): 3 clusters
  Score: Raw -4252518.338474 + Penalty 3400.016070 = -4249118.322404
  nChanged 287
		SP:Iteration 23Q (13765.840000 sec): 3 clusters
  Score: Raw -4252616.338970 + Penalty 3400.016070 = -4249216.322900
  nChanged 282
		SP:Iteration 24Q (13766.200000 sec): 3 clusters
  Score: Raw -4252702.609063 + Penalty 3400.016070 = -4249302.592993
  nChanged 234
		SP:Iteration 25Q (13766.510000 sec): 3 clusters
  Score: Raw -4252770.092688 + Penalty 3400.016070 = -4249370.076619
  nChanged 225
		SP:Iteration 26Q (13766.870000 sec): 3 clusters
  Score: Raw -4252827.587667 + Penalty 3400.016070 = -4249427.571597
  nChanged 198
		SP:Iteration 27Q (13767.180000 sec): 3 clusters
  Score: Raw -4252879.136960 + Penalty 3400.016070 = -4249479.120890
  nChanged 203
		SP:Iteration 28Q (13767.550000 sec): 3 clusters
  Score: Raw -4252930.684536 + Penalty 3400.016070 = -4249530.668466
  nChanged 181
		SP:Iteration 29Q (13767.850000 sec): 3 clusters
  Score: Raw -4252976.864222 + Penalty 3400.016070 = -4249576.848152
  nChanged 156
		SP:Iteration 30Q (13768.210000 sec): 3 clusters
  Score: Raw -4253016.758842 + Penalty 3400.016070 = -4249616.742772
  nChanged 145
		SP:Iteration 31Q (13768.580000 sec): 3 clusters
  Score: Raw -4253048.614379 + Penalty 3400.016070 = -4249648.598309
  nChanged 117
		SP:Iteration 32Q (13768.940000 sec): 3 clusters
  Score: Raw -4253074.450371 + Penalty 3400.016070 = -4249674.434301
  nChanged 113
		SP:Iteration 33Q (13769.270000 sec): 3 clusters
  Score: Raw -4253099.946370 + Penalty 3400.016070 = -4249699.930301
  nChanged 106
		SP:Iteration 34Q (13769.590000 sec): 3 clusters
  Score: Raw -4253120.540035 + Penalty 3400.016070 = -4249720.523965
  nChanged 89
		SP:Iteration 35Q (13769.960000 sec): 3 clusters
  Score: Raw -4253135.809240 + Penalty 3400.016070 = -4249735.793170
  nChanged 73
		SP:Iteration 36Q (13770.320000 sec): 3 clusters
  Score: Raw -4253147.893302 + Penalty 3400.016070 = -4249747.877232
  nChanged 71
		SP:Iteration 37Q (13770.670000 sec): 3 clusters
  Score: Raw -4253158.778909 + Penalty 3400.016070 = -4249758.762839
  nChanged 67
		SP:Iteration 38Q (13771.010000 sec): 3 clusters
  Score: Raw -4253169.420933 + Penalty 3400.016070 = -4249769.404864
  nChanged 56
		SP:Iteration 39Q (13771.320000 sec): 3 clusters
  Score: Raw -4253178.668952 + Penalty 3400.016070 = -4249778.652882
  nChanged 60
		SP:Iteration 40F (13771.620000 sec): 3 clusters
  Score: Raw -4253188.048358 + Penalty 3400.016070 = -4249788.032288
  nChanged 61
		SP:Iteration 41Q (13771.980000 sec): 3 clusters
  Score: Raw -4253197.544365 + Penalty 3400.016070 = -4249797.528296
  nChanged 55
		SP:Iteration 42Q (13772.350000 sec): 3 clusters
  Score: Raw -4253205.775086 + Penalty 3400.016070 = -4249805.759016
  nChanged 49
		SP:Iteration 43Q (13772.640000 sec): 3 clusters
  Score: Raw -4253212.673418 + Penalty 3400.016070 = -4249812.657349
  nChanged 39
		SP:Iteration 44Q (13773.020000 sec): 3 clusters
  Score: Raw -4253217.888467 + Penalty 3400.016070 = -4249817.872397
  nChanged 36
		SP:Iteration 45Q (13773.370000 sec): 3 clusters
  Score: Raw -4253222.819122 + Penalty 3400.016070 = -4249822.803052
  nChanged 36
		SP:Iteration 46Q (13773.700000 sec): 3 clusters
  Score: Raw -4253226.931641 + Penalty 3400.016070 = -4249826.915571
  nChanged 26
		SP:Iteration 47Q (13774.060000 sec): 3 clusters
  Score: Raw -4253230.310544 + Penalty 3400.016070 = -4249830.294474
  nChanged 24
		SP:Iteration 48Q (13774.390000 sec): 3 clusters
  Score: Raw -4253233.084904 + Penalty 3400.016070 = -4249833.068834
  nChanged 18
		SP:Iteration 49Q (13774.720000 sec): 3 clusters
  Score: Raw -4253234.893467 + Penalty 3400.016070 = -4249834.877397
  nChanged 13
		SP:Iteration 50Q (13775.070000 sec): 3 clusters
  Score: Raw -4253235.674290 + Penalty 3400.016070 = -4249835.658220
  nChanged 4
		SP:Iteration 51Q (13775.380000 sec): 3 clusters
  Score: Raw -4253235.939210 + Penalty 3400.016070 = -4249835.923140
  nChanged 0
		SP:Iteration 52F (13775.760000 sec): 3 clusters
  Score: Raw -4253235.939210 + Penalty 3400.016070 = -4249835.923140
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13775.950000 sec): 2 clusters
  Score: Raw -3738212.324347 + Penalty 1678.343058 = -3736533.981289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13776.260000 sec): 3 clusters
  Score: Raw -3719359.663289 + Penalty 3356.686116 = -3716002.977173
  nChanged 14029
		SP:Iteration 1F (13776.590000 sec): 3 clusters
  Score: Raw -3726961.123256 + Penalty 3356.686116 = -3723604.437140
  nChanged 1291
		SP:Iteration 2Q (13776.890000 sec): 3 clusters
  Score: Raw -3727346.633255 + Penalty 3356.686116 = -3723989.947139
  nChanged 1293
		SP:Iteration 3Q (13777.210000 sec): 3 clusters
  Score: Raw -3727760.409727 + Penalty 3356.686116 = -3724403.723611
  nChanged 1390
		SP:Iteration 4Q (13777.560000 sec): 3 clusters
  Score: Raw -3728320.303248 + Penalty 3356.686116 = -3724963.617132
  nChanged 1642
		SP:Iteration 5F (13777.920000 sec): 3 clusters
  Score: Raw -3729154.928366 + Penalty 3356.686116 = -3725798.242250
  nChanged 2007
		SP:Iteration 6F (13778.250000 sec): 3 clusters
  Score: Raw -3730455.506040 + Penalty 3356.686116 = -3727098.819924
  nChanged 2281
		SP:Iteration 7F (13778.570000 sec): 3 clusters
  Score: Raw -3732211.347831 + Penalty 3356.686116 = -3728854.661715
  nChanged 2310
		SP:Iteration 8F (13778.940000 sec): 3 clusters
  Score: Raw -3734228.031957 + Penalty 3356.686116 = -3730871.345841
  nChanged 1922
		SP:Iteration 9F (13779.210000 sec): 3 clusters
  Score: Raw -3736018.146490 + Penalty 3356.686116 = -3732661.460375
  nChanged 1286
		SP:Iteration 10Q (13779.580000 sec): 3 clusters
  Score: Raw -3737230.248569 + Penalty 3356.686116 = -3733873.562453
  nChanged 678
		SP:Iteration 11Q (13779.880000 sec): 3 clusters
  Score: Raw -3737828.583449 + Penalty 3356.686116 = -3734471.897333
  nChanged 333
		SP:Iteration 12Q (13780.170000 sec): 3 clusters
  Score: Raw -3738128.865217 + Penalty 3356.686116 = -3734772.179102
  nChanged 167
		SP:Iteration 13Q (13780.470000 sec): 3 clusters
  Score: Raw -3738283.359483 + Penalty 3356.686116 = -3734926.673367
  nChanged 85
		SP:Iteration 14Q (13780.790000 sec): 3 clusters
  Score: Raw -3738355.799656 + Penalty 3356.686116 = -3734999.113540
  nChanged 44
		SP:Iteration 15Q (13781.050000 sec): 3 clusters
  Score: Raw -3738393.096616 + Penalty 3356.686116 = -3735036.410500
  nChanged 29
		SP:Iteration 16Q (13781.360000 sec): 3 clusters
  Score: Raw -3738418.476647 + Penalty 3356.686116 = -3735061.790531
  nChanged 25
		SP:Iteration 17Q (13781.660000 sec): 3 clusters
  Score: Raw -3738438.670461 + Penalty 3356.686116 = -3735081.984346
  nChanged 15
		SP:Iteration 18Q (13781.940000 sec): 3 clusters
  Score: Raw -3738453.787918 + Penalty 3356.686116 = -3735097.101802
  nChanged 16
		SP:Iteration 19Q (13782.210000 sec): 3 clusters
  Score: Raw -3738466.674491 + Penalty 3356.686116 = -3735109.988375
  nChanged 11
		SP:Iteration 20F (13782.520000 sec): 3 clusters
  Score: Raw -3738476.075012 + Penalty 3356.686116 = -3735119.388896
  nChanged 6
		SP:Iteration 21Q (13782.790000 sec): 3 clusters
  Score: Raw -3738481.082759 + Penalty 3356.686116 = -3735124.396643
  nChanged 3
		SP:Iteration 22Q (13783.080000 sec): 3 clusters
  Score: Raw -3738483.101461 + Penalty 3356.686116 = -3735126.415346
  nChanged 5
		SP:Iteration 23Q (13783.400000 sec): 3 clusters
  Score: Raw -3738487.798113 + Penalty 3356.686116 = -3735131.111998
  nChanged 9
		SP:Iteration 24Q (13783.720000 sec): 3 clusters
  Score: Raw -3738493.201037 + Penalty 3356.686116 = -3735136.514921
  nChanged 4
		SP:Iteration 25Q (13784.010000 sec): 3 clusters
  Score: Raw -3738496.956327 + Penalty 3356.686116 = -3735140.270212
  nChanged 3
		SP:Iteration 26Q (13784.320000 sec): 3 clusters
  Score: Raw -3738500.074377 + Penalty 3356.686116 = -3735143.388261
  nChanged 7
		SP:Iteration 27Q (13784.640000 sec): 3 clusters
  Score: Raw -3738507.096010 + Penalty 3356.686116 = -3735150.409895
  nChanged 6
		SP:Iteration 28Q (13784.890000 sec): 3 clusters
  Score: Raw -3738510.874757 + Penalty 3356.686116 = -3735154.188641
  nChanged 4
		SP:Iteration 29Q (13785.230000 sec): 3 clusters
  Score: Raw -3738515.394901 + Penalty 3356.686116 = -3735158.708785
  nChanged 4
		SP:Iteration 30Q (13785.530000 sec): 3 clusters
  Score: Raw -3738518.783877 + Penalty 3356.686116 = -3735162.097761
  nChanged 4
		SP:Iteration 31Q (13785.860000 sec): 3 clusters
  Score: Raw -3738521.877689 + Penalty 3356.686116 = -3735165.191574
  nChanged 6
		SP:Iteration 32Q (13786.150000 sec): 3 clusters
  Score: Raw -3738524.546668 + Penalty 3356.686116 = -3735167.860552
  nChanged 3
		SP:Iteration 33Q (13786.480000 sec): 3 clusters
  Score: Raw -3738526.054457 + Penalty 3356.686116 = -3735169.368341
  nChanged 1
		SP:Iteration 34Q (13786.780000 sec): 3 clusters
  Score: Raw -3738526.880077 + Penalty 3356.686116 = -3735170.193961
  nChanged 2
		SP:Iteration 35Q (13787.090000 sec): 3 clusters
  Score: Raw -3738528.263592 + Penalty 3356.686116 = -3735171.577476
  nChanged 1
		SP:Iteration 36Q (13787.370000 sec): 3 clusters
  Score: Raw -3738528.918371 + Penalty 3356.686116 = -3735172.232255
  nChanged 1
		SP:Iteration 37Q (13787.600000 sec): 3 clusters
  Score: Raw -3738529.680541 + Penalty 3356.686116 = -3735172.994425
  nChanged 3
		SP:Iteration 38Q (13787.930000 sec): 3 clusters
  Score: Raw -3738531.253632 + Penalty 3356.686116 = -3735174.567516
  nChanged 1
		SP:Iteration 39Q (13788.210000 sec): 3 clusters
  Score: Raw -3738531.821065 + Penalty 3356.686116 = -3735175.134949
  nChanged 0
		SP:Iteration 40F (13788.510000 sec): 3 clusters
  Score: Raw -3738531.821065 + Penalty 3356.686116 = -3735175.134949
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13788.640000 sec): 2 clusters
  Score: Raw -31735.423825 + Penalty 960.063477 = -30775.360347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13788.790000 sec): 3 clusters
  Score: Raw -31881.577210 + Penalty 1920.126955 = -29961.450255
  nChanged 103
		SP:Iteration 1F (13788.980000 sec): 3 clusters
  Score: Raw -32159.922420 + Penalty 1920.126955 = -30239.795465
  nChanged 38
		SP:Iteration 2F (13789.200000 sec): 3 clusters
  Score: Raw -32324.469564 + Penalty 1920.126955 = -30404.342609
  nChanged 23
		SP:Iteration 3F (13789.360000 sec): 3 clusters
  Score: Raw -32430.457982 + Penalty 1920.126955 = -30510.331027
  nChanged 11
		SP:Iteration 4Q (13789.550000 sec): 3 clusters
  Score: Raw -32493.913942 + Penalty 1920.126955 = -30573.786987
  nChanged 5
		SP:Iteration 5Q (13789.720000 sec): 3 clusters
  Score: Raw -32509.598033 + Penalty 1920.126955 = -30589.471078
  nChanged 5
		SP:Iteration 6Q (13789.910000 sec): 3 clusters
  Score: Raw -32520.473803 + Penalty 1920.126955 = -30600.346849
  nChanged 3
		SP:Iteration 7Q (13790.100000 sec): 3 clusters
  Score: Raw -32526.813043 + Penalty 1920.126955 = -30606.686088
  nChanged 4
		SP:Iteration 8Q (13790.250000 sec): 3 clusters
  Score: Raw -32543.649355 + Penalty 1920.126955 = -30623.522400
  nChanged 7
		SP:Iteration 9Q (13790.380000 sec): 3 clusters
  Score: Raw -32577.803556 + Penalty 1920.126955 = -30657.676601
  nChanged 5
		SP:Iteration 10Q (13790.570000 sec): 3 clusters
  Score: Raw -32649.513275 + Penalty 1920.126955 = -30729.386320
  nChanged 6
		SP:Iteration 11Q (13790.750000 sec): 3 clusters
  Score: Raw -32679.117467 + Penalty 1920.126955 = -30758.990512
  nChanged 3
		SP:Iteration 12Q (13790.900000 sec): 3 clusters
  Score: Raw -32687.504202 + Penalty 1920.126955 = -30767.377247
  nChanged 3
		SP:Iteration 13Q (13791.060000 sec): 3 clusters
  Score: Raw -32694.612554 + Penalty 1920.126955 = -30774.485599
  nChanged 2
		SP:Iteration 14Q (13791.240000 sec): 3 clusters
  Score: Raw -32720.100457 + Penalty 1920.126955 = -30799.973502
  nChanged 0
		SP:Iteration 15F (13791.410000 sec): 3 clusters
  Score: Raw -32720.100457 + Penalty 1920.126955 = -30799.973502
  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 14.55 GB.

 Trying to split cluster 17 (8571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13791.600000 sec): 2 clusters
  Score: Raw -989868.927659 + Penalty 1471.622700 = -988397.304960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13791.820000 sec): 3 clusters
  Score: Raw -985028.955381 + Penalty 2943.245400 = -982085.709982
  nChanged 3699
		SP:Iteration 1F (13792.040000 sec): 3 clusters
  Score: Raw -986942.861899 + Penalty 2943.245400 = -983999.616499
  nChanged 521
		SP:Iteration 2F (13792.290000 sec): 3 clusters
  Score: Raw -987158.079225 + Penalty 2943.245400 = -984214.833825
  nChanged 410
		SP:Iteration 3Q (13792.510000 sec): 3 clusters
  Score: Raw -987326.871698 + Penalty 2943.245400 = -984383.626298
  nChanged 389
		SP:Iteration 4Q (13792.750000 sec): 3 clusters
  Score: Raw -987524.806849 + Penalty 2943.245400 = -984581.561450
  nChanged 418
		SP:Iteration 5Q (13792.970000 sec): 3 clusters
  Score: Raw -987749.321986 + Penalty 2943.245400 = -984806.076587
  nChanged 415
		SP:Iteration 6Q (13793.200000 sec): 3 clusters
  Score: Raw -987995.903468 + Penalty 2943.245400 = -985052.658068
  nChanged 441
		SP:Iteration 7F (13793.420000 sec): 3 clusters
  Score: Raw -988277.012896 + Penalty 2943.245400 = -985333.767497
  nChanged 460
		SP:Iteration 8F (13793.630000 sec): 3 clusters
  Score: Raw -988565.609338 + Penalty 2943.245400 = -985622.363938
  nChanged 392
		SP:Iteration 9Q (13793.840000 sec): 3 clusters
  Score: Raw -988804.648888 + Penalty 2943.245400 = -985861.403489
  nChanged 359
		SP:Iteration 10Q (13794.060000 sec): 3 clusters
  Score: Raw -989031.882529 + Penalty 2943.245400 = -986088.637129
  nChanged 328
		SP:Iteration 11Q (13794.260000 sec): 3 clusters
  Score: Raw -989265.742092 + Penalty 2943.245400 = -986322.496692
  nChanged 306
		SP:Iteration 12Q (13794.450000 sec): 3 clusters
  Score: Raw -989473.681193 + Penalty 2943.245400 = -986530.435794
  nChanged 256
		SP:Iteration 13Q (13794.640000 sec): 3 clusters
  Score: Raw -989663.500609 + Penalty 2943.245400 = -986720.255209
  nChanged 218
		SP:Iteration 14Q (13794.900000 sec): 3 clusters
  Score: Raw -989818.630730 + Penalty 2943.245400 = -986875.385331
  nChanged 171
		SP:Iteration 15Q (13795.080000 sec): 3 clusters
  Score: Raw -989944.901715 + Penalty 2943.245400 = -987001.656316
  nChanged 122
		SP:Iteration 16Q (13795.290000 sec): 3 clusters
  Score: Raw -990010.960045 + Penalty 2943.245400 = -987067.714646
  nChanged 88
		SP:Iteration 17Q (13795.500000 sec): 3 clusters
  Score: Raw -990062.935443 + Penalty 2943.245400 = -987119.690044
  nChanged 58
		SP:Iteration 18Q (13795.740000 sec): 3 clusters
  Score: Raw -990097.218259 + Penalty 2943.245400 = -987153.972859
  nChanged 65
		SP:Iteration 19Q (13795.950000 sec): 3 clusters
  Score: Raw -990151.664619 + Penalty 2943.245400 = -987208.419219
  nChanged 72
		SP:Iteration 20F (13796.170000 sec): 3 clusters
  Score: Raw -990219.511902 + Penalty 2943.245400 = -987276.266502
  nChanged 61
		SP:Iteration 21Q (13796.420000 sec): 3 clusters
  Score: Raw -990308.425224 + Penalty 2943.245400 = -987365.179825
  nChanged 52
		SP:Iteration 22Q (13796.580000 sec): 3 clusters
  Score: Raw -990360.575196 + Penalty 2943.245400 = -987417.329796
  nChanged 45
		SP:Iteration 23Q (13796.780000 sec): 3 clusters
  Score: Raw -990402.681034 + Penalty 2943.245400 = -987459.435635
  nChanged 34
		SP:Iteration 24Q (13796.980000 sec): 3 clusters
  Score: Raw -990434.593819 + Penalty 2943.245400 = -987491.348419
  nChanged 31
		SP:Iteration 25Q (13797.200000 sec): 3 clusters
  Score: Raw -990457.369016 + Penalty 2943.245400 = -987514.123616
  nChanged 26
		SP:Iteration 26Q (13797.400000 sec): 3 clusters
  Score: Raw -990474.408715 + Penalty 2943.245400 = -987531.163315
  nChanged 22
		SP:Iteration 27Q (13797.640000 sec): 3 clusters
  Score: Raw -990488.908091 + Penalty 2943.245400 = -987545.662692
  nChanged 18
		SP:Iteration 28Q (13797.860000 sec): 3 clusters
  Score: Raw -990498.976405 + Penalty 2943.245400 = -987555.731005
  nChanged 12
		SP:Iteration 29Q (13798.030000 sec): 3 clusters
  Score: Raw -990504.825624 + Penalty 2943.245400 = -987561.580224
  nChanged 7
		SP:Iteration 30Q (13798.290000 sec): 3 clusters
  Score: Raw -990508.553622 + Penalty 2943.245400 = -987565.308223
  nChanged 7
		SP:Iteration 31Q (13798.470000 sec): 3 clusters
  Score: Raw -990511.862486 + Penalty 2943.245400 = -987568.617086
  nChanged 10
		SP:Iteration 32Q (13798.690000 sec): 3 clusters
  Score: Raw -990519.115325 + Penalty 2943.245400 = -987575.869926
  nChanged 13
		SP:Iteration 33Q (13798.890000 sec): 3 clusters
  Score: Raw -990525.656075 + Penalty 2943.245400 = -987582.410676
  nChanged 9
		SP:Iteration 34Q (13799.100000 sec): 3 clusters
  Score: Raw -990530.093164 + Penalty 2943.245400 = -987586.847764
  nChanged 9
		SP:Iteration 35Q (13799.300000 sec): 3 clusters
  Score: Raw -990533.224579 + Penalty 2943.245400 = -987589.979180
  nChanged 5
		SP:Iteration 36Q (13799.530000 sec): 3 clusters
  Score: Raw -990535.189045 + Penalty 2943.245400 = -987591.943645
  nChanged 1
		SP:Iteration 37Q (13799.760000 sec): 3 clusters
  Score: Raw -990535.510235 + Penalty 2943.245400 = -987592.264835
  nChanged 2
		SP:Iteration 38Q (13799.950000 sec): 3 clusters
  Score: Raw -990536.058686 + Penalty 2943.245400 = -987592.813287
  nChanged 1
		SP:Iteration 39Q (13800.210000 sec): 3 clusters
  Score: Raw -990536.299045 + Penalty 2943.245400 = -987593.053645
  nChanged 1
		SP:Iteration 40F (13800.430000 sec): 3 clusters
  Score: Raw -990536.589968 + Penalty 2943.245400 = -987593.344569
  nChanged 2
		SP:Iteration 41Q (13800.600000 sec): 3 clusters
  Score: Raw -990537.580174 + Penalty 2943.245400 = -987594.334775
  nChanged 2
		SP:Iteration 42Q (13800.830000 sec): 3 clusters
  Score: Raw -990538.393897 + Penalty 2943.245400 = -987595.148498
  nChanged 2
		SP:Iteration 43Q (13801.050000 sec): 3 clusters
  Score: Raw -990539.122264 + Penalty 2943.245400 = -987595.876864
  nChanged 3
		SP:Iteration 44Q (13801.280000 sec): 3 clusters
  Score: Raw -990540.154318 + Penalty 2943.245400 = -987596.908918
  nChanged 1
		SP:Iteration 45Q (13801.470000 sec): 3 clusters
  Score: Raw -990540.356373 + Penalty 2943.245400 = -987597.110973
  nChanged 1
		SP:Iteration 46Q (13801.700000 sec): 3 clusters
  Score: Raw -990540.835996 + Penalty 2943.245400 = -987597.590597
  nChanged 2
		SP:Iteration 47Q (13801.920000 sec): 3 clusters
  Score: Raw -990541.505016 + Penalty 2943.245400 = -987598.259617
  nChanged 3
		SP:Iteration 48Q (13802.100000 sec): 3 clusters
  Score: Raw -990541.875993 + Penalty 2943.245400 = -987598.630593
  nChanged 2
		SP:Iteration 49Q (13802.270000 sec): 3 clusters
  Score: Raw -990542.449313 + Penalty 2943.245400 = -987599.203913
  nChanged 0
		SP:Iteration 50F (13802.480000 sec): 3 clusters
  Score: Raw -990542.449313 + Penalty 2943.245400 = -987599.203913
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13802.990000 sec): 2 clusters
  Score: Raw -9328533.065776 + Penalty 1827.943291 = -9326705.122485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13803.560000 sec): 3 clusters
  Score: Raw -9278948.883370 + Penalty 3655.886582 = -9275292.996788
  nChanged 36547
		SP:Iteration 1F (13804.140000 sec): 3 clusters
  Score: Raw -9299991.582284 + Penalty 3655.886582 = -9296335.695702
  nChanged 2686
		SP:Iteration 2Q (13804.760000 sec): 3 clusters
  Score: Raw -9300655.192787 + Penalty 3655.886582 = -9296999.306205
  nChanged 2806
		SP:Iteration 3Q (13805.360000 sec): 3 clusters
  Score: Raw -9301515.438309 + Penalty 3655.886582 = -9297859.551727
  nChanged 3248
		SP:Iteration 4Q (13806.010000 sec): 3 clusters
  Score: Raw -9302708.221431 + Penalty 3655.886582 = -9299052.334849
  nChanged 3807
		SP:Iteration 5Q (13806.560000 sec): 3 clusters
  Score: Raw -9304408.515142 + Penalty 3655.886582 = -9300752.628560
  nChanged 4320
		SP:Iteration 6F (13807.170000 sec): 3 clusters
  Score: Raw -9306535.439161 + Penalty 3655.886582 = -9302879.552579
  nChanged 4567
		SP:Iteration 7F (13807.710000 sec): 3 clusters
  Score: Raw -9308790.283037 + Penalty 3655.886582 = -9305134.396455
  nChanged 4213
		SP:Iteration 8F (13808.260000 sec): 3 clusters
  Score: Raw -9310649.045258 + Penalty 3655.886582 = -9306993.158676
  nChanged 3620
		SP:Iteration 9Q (13808.770000 sec): 3 clusters
  Score: Raw -9312038.082474 + Penalty 3655.886582 = -9308382.195891
  nChanged 2968
		SP:Iteration 10Q (13809.370000 sec): 3 clusters
  Score: Raw -9313050.351478 + Penalty 3655.886582 = -9309394.464896
  nChanged 2481
		SP:Iteration 11Q (13809.910000 sec): 3 clusters
  Score: Raw -9313819.952531 + Penalty 3655.886582 = -9310164.065949
  nChanged 2077
		SP:Iteration 12Q (13810.450000 sec): 3 clusters
  Score: Raw -9314479.482944 + Penalty 3655.886582 = -9310823.596362
  nChanged 1921
		SP:Iteration 13Q (13811.000000 sec): 3 clusters
  Score: Raw -9315158.301326 + Penalty 3655.886582 = -9311502.414744
  nChanged 1917
		SP:Iteration 14Q (13811.580000 sec): 3 clusters
  Score: Raw -9315997.427143 + Penalty 3655.886582 = -9312341.540561
  nChanged 2129
		SP:Iteration 15Q (13812.160000 sec): 3 clusters
  Score: Raw -9317104.581924 + Penalty 3655.886582 = -9313448.695342
  nChanged 2329
		SP:Iteration 16Q (13812.730000 sec): 3 clusters
  Score: Raw -9318547.635218 + Penalty 3655.886582 = -9314891.748636
  nChanged 2340
		SP:Iteration 17Q (13813.320000 sec): 3 clusters
  Score: Raw -9320199.221926 + Penalty 3655.886582 = -9316543.335344
  nChanged 2245
		SP:Iteration 18Q (13813.870000 sec): 3 clusters
  Score: Raw -9321878.525130 + Penalty 3655.886582 = -9318222.638548
  nChanged 2003
		SP:Iteration 19Q (13814.430000 sec): 3 clusters
  Score: Raw -9323349.363999 + Penalty 3655.886582 = -9319693.477417
  nChanged 1664
		SP:Iteration 20F (13814.950000 sec): 3 clusters
  Score: Raw -9324495.256728 + Penalty 3655.886582 = -9320839.370146
  nChanged 1337
		SP:Iteration 21Q (13815.540000 sec): 3 clusters
  Score: Raw -9325322.017661 + Penalty 3655.886582 = -9321666.131079
  nChanged 1106
		SP:Iteration 22Q (13816.100000 sec): 3 clusters
  Score: Raw -9325909.975274 + Penalty 3655.886582 = -9322254.088691
  nChanged 949
		SP:Iteration 23Q (13816.650000 sec): 3 clusters
  Score: Raw -9326361.432528 + Penalty 3655.886582 = -9322705.545946
  nChanged 813
		SP:Iteration 24Q (13817.140000 sec): 3 clusters
  Score: Raw -9326737.383681 + Penalty 3655.886582 = -9323081.497099
  nChanged 768
		SP:Iteration 25Q (13817.600000 sec): 3 clusters
  Score: Raw -9327070.184565 + Penalty 3655.886582 = -9323414.297983
  nChanged 670
		SP:Iteration 26Q (13818.080000 sec): 3 clusters
  Score: Raw -9327354.106155 + Penalty 3655.886582 = -9323698.219572
  nChanged 605
		SP:Iteration 27Q (13818.580000 sec): 3 clusters
  Score: Raw -9327634.860186 + Penalty 3655.886582 = -9323978.973604
  nChanged 539
		SP:Iteration 28Q (13819.080000 sec): 3 clusters
  Score: Raw -9327872.206713 + Penalty 3655.886582 = -9324216.320131
  nChanged 462
		SP:Iteration 29Q (13819.590000 sec): 3 clusters
  Score: Raw -9328072.470915 + Penalty 3655.886582 = -9324416.584332
  nChanged 415
		SP:Iteration 30Q (13820.110000 sec): 3 clusters
  Score: Raw -9328248.246829 + Penalty 3655.886582 = -9324592.360247
  nChanged 343
		SP:Iteration 31Q (13820.610000 sec): 3 clusters
  Score: Raw -9328397.559264 + Penalty 3655.886582 = -9324741.672681
  nChanged 312
		SP:Iteration 32Q (13821.080000 sec): 3 clusters
  Score: Raw -9328531.981394 + Penalty 3655.886582 = -9324876.094812
  nChanged 276
		SP:Iteration 33Q (13821.580000 sec): 3 clusters
  Score: Raw -9328659.544844 + Penalty 3655.886582 = -9325003.658262
  nChanged 240
		SP:Iteration 34Q (13822.140000 sec): 3 clusters
  Score: Raw -9328763.489563 + Penalty 3655.886582 = -9325107.602981
  nChanged 205
		SP:Iteration 35Q (13822.650000 sec): 3 clusters
  Score: Raw -9328841.126122 + Penalty 3655.886582 = -9325185.239540
  nChanged 180
		SP:Iteration 36Q (13823.130000 sec): 3 clusters
  Score: Raw -9328916.075184 + Penalty 3655.886582 = -9325260.188602
  nChanged 188
		SP:Iteration 37Q (13823.620000 sec): 3 clusters
  Score: Raw -9328989.201432 + Penalty 3655.886582 = -9325333.314850
  nChanged 136
		SP:Iteration 38Q (13824.100000 sec): 3 clusters
  Score: Raw -9329038.355304 + Penalty 3655.886582 = -9325382.468722
  nChanged 120
		SP:Iteration 39Q (13824.560000 sec): 3 clusters
  Score: Raw -9329078.542570 + Penalty 3655.886582 = -9325422.655988
  nChanged 92
		SP:Iteration 40F (13825.080000 sec): 3 clusters
  Score: Raw -9329105.588942 + Penalty 3655.886582 = -9325449.702359
  nChanged 78
		SP:Iteration 41Q (13825.580000 sec): 3 clusters
  Score: Raw -9329129.628039 + Penalty 3655.886582 = -9325473.741456
  nChanged 87
		SP:Iteration 42Q (13826.110000 sec): 3 clusters
  Score: Raw -9329155.170367 + Penalty 3655.886582 = -9325499.283785
  nChanged 74
		SP:Iteration 43Q (13826.610000 sec): 3 clusters
  Score: Raw -9329180.804954 + Penalty 3655.886582 = -9325524.918372
  nChanged 71
		SP:Iteration 44Q (13827.110000 sec): 3 clusters
  Score: Raw -9329202.695231 + Penalty 3655.886582 = -9325546.808649
  nChanged 68
		SP:Iteration 45Q (13827.610000 sec): 3 clusters
  Score: Raw -9329226.240554 + Penalty 3655.886582 = -9325570.353972
  nChanged 64
		SP:Iteration 46Q (13828.090000 sec): 3 clusters
  Score: Raw -9329248.628180 + Penalty 3655.886582 = -9325592.741598
  nChanged 52
		SP:Iteration 47Q (13828.560000 sec): 3 clusters
  Score: Raw -9329266.786223 + Penalty 3655.886582 = -9325610.899641
  nChanged 42
		SP:Iteration 48Q (13829.060000 sec): 3 clusters
  Score: Raw -9329278.022115 + Penalty 3655.886582 = -9325622.135533
  nChanged 39
		SP:Iteration 49Q (13829.550000 sec): 3 clusters
  Score: Raw -9329289.201479 + Penalty 3655.886582 = -9325633.314896
  nChanged 35
		SP:Iteration 50Q (13830.050000 sec): 3 clusters
  Score: Raw -9329298.917522 + Penalty 3655.886582 = -9325643.030940
  nChanged 32
		SP:Iteration 51Q (13830.560000 sec): 3 clusters
  Score: Raw -9329307.742389 + Penalty 3655.886582 = -9325651.855807
  nChanged 31
		SP:Iteration 52Q (13831.000000 sec): 3 clusters
  Score: Raw -9329316.223648 + Penalty 3655.886582 = -9325660.337066
  nChanged 32
		SP:Iteration 53Q (13831.500000 sec): 3 clusters
  Score: Raw -9329326.424668 + Penalty 3655.886582 = -9325670.538086
  nChanged 39
		SP:Iteration 54Q (13831.940000 sec): 3 clusters
  Score: Raw -9329336.628697 + Penalty 3655.886582 = -9325680.742115
  nChanged 29
		SP:Iteration 55Q (13832.410000 sec): 3 clusters
  Score: Raw -9329343.808871 + Penalty 3655.886582 = -9325687.922289
  nChanged 20
		SP:Iteration 56Q (13832.910000 sec): 3 clusters
  Score: Raw -9329348.645501 + Penalty 3655.886582 = -9325692.758919
  nChanged 16
		SP:Iteration 57Q (13833.370000 sec): 3 clusters
  Score: Raw -9329352.635105 + Penalty 3655.886582 = -9325696.748523
  nChanged 17
		SP:Iteration 58Q (13833.840000 sec): 3 clusters
  Score: Raw -9329357.305010 + Penalty 3655.886582 = -9325701.418428
  nChanged 14
		SP:Iteration 59Q (13834.300000 sec): 3 clusters
  Score: Raw -9329359.739956 + Penalty 3655.886582 = -9325703.853374
  nChanged 9
		SP:Iteration 60F (13834.820000 sec): 3 clusters
  Score: Raw -9329361.570114 + Penalty 3655.886582 = -9325705.683532
  nChanged 12
		SP:Iteration 61Q (13835.260000 sec): 3 clusters
  Score: Raw -9329363.255195 + Penalty 3655.886582 = -9325707.368613
  nChanged 7
		SP:Iteration 62Q (13835.730000 sec): 3 clusters
  Score: Raw -9329364.098374 + Penalty 3655.886582 = -9325708.211792
  nChanged 4
		SP:Iteration 63Q (13836.190000 sec): 3 clusters
  Score: Raw -9329364.956413 + Penalty 3655.886582 = -9325709.069830
  nChanged 6
		SP:Iteration 64Q (13836.690000 sec): 3 clusters
  Score: Raw -9329367.029472 + Penalty 3655.886582 = -9325711.142889
  nChanged 4
		SP:Iteration 65Q (13837.190000 sec): 3 clusters
  Score: Raw -9329367.756723 + Penalty 3655.886582 = -9325711.870141
  nChanged 2
		SP:Iteration 66Q (13837.700000 sec): 3 clusters
  Score: Raw -9329368.077379 + Penalty 3655.886582 = -9325712.190797
  nChanged 1
		SP:Iteration 67Q (13838.170000 sec): 3 clusters
  Score: Raw -9329368.325962 + Penalty 3655.886582 = -9325712.439380
  nChanged 5
		SP:Iteration 68Q (13838.670000 sec): 3 clusters
  Score: Raw -9329369.019013 + Penalty 3655.886582 = -9325713.132431
  nChanged 1
		SP:Iteration 69Q (13839.210000 sec): 3 clusters
  Score: Raw -9329369.164170 + Penalty 3655.886582 = -9325713.277588
  nChanged 3
		SP:Iteration 70Q (13839.710000 sec): 3 clusters
  Score: Raw -9329369.874873 + Penalty 3655.886582 = -9325713.988291
  nChanged 2
		SP:Iteration 71Q (13840.230000 sec): 3 clusters
  Score: Raw -9329370.459223 + Penalty 3655.886582 = -9325714.572641
  nChanged 3
		SP:Iteration 72Q (13840.710000 sec): 3 clusters
  Score: Raw -9329371.216611 + Penalty 3655.886582 = -9325715.330029
  nChanged 3
		SP:Iteration 73Q (13841.170000 sec): 3 clusters
  Score: Raw -9329371.680623 + Penalty 3655.886582 = -9325715.794041
  nChanged 3
		SP:Iteration 74Q (13841.620000 sec): 3 clusters
  Score: Raw -9329372.054176 + Penalty 3655.886582 = -9325716.167594
  nChanged 4
		SP:Iteration 75Q (13842.110000 sec): 3 clusters
  Score: Raw -9329372.567481 + Penalty 3655.886582 = -9325716.680899
  nChanged 3
		SP:Iteration 76Q (13842.630000 sec): 3 clusters
  Score: Raw -9329373.160692 + Penalty 3655.886582 = -9325717.274110
  nChanged 5
		SP:Iteration 77Q (13843.150000 sec): 3 clusters
  Score: Raw -9329374.087617 + Penalty 3655.886582 = -9325718.201035
  nChanged 3
		SP:Iteration 78Q (13843.590000 sec): 3 clusters
  Score: Raw -9329375.091059 + Penalty 3655.886582 = -9325719.204476
  nChanged 4
		SP:Iteration 79Q (13844.100000 sec): 3 clusters
  Score: Raw -9329375.893023 + Penalty 3655.886582 = -9325720.006441
  nChanged 7
		SP:Iteration 80F (13844.680000 sec): 3 clusters
  Score: Raw -9329377.400236 + Penalty 3655.886582 = -9325721.513654
  nChanged 7
		SP:Iteration 81Q (13845.170000 sec): 3 clusters
  Score: Raw -9329378.921480 + Penalty 3655.886582 = -9325723.034898
  nChanged 5
		SP:Iteration 82Q (13845.670000 sec): 3 clusters
  Score: Raw -9329380.559184 + Penalty 3655.886582 = -9325724.672601
  nChanged 7
		SP:Iteration 83Q (13846.150000 sec): 3 clusters
  Score: Raw -9329382.707968 + Penalty 3655.886582 = -9325726.821386
  nChanged 5
		SP:Iteration 84Q (13846.620000 sec): 3 clusters
  Score: Raw -9329383.337550 + Penalty 3655.886582 = -9325727.450968
  nChanged 4
		SP:Iteration 85Q (13847.080000 sec): 3 clusters
  Score: Raw -9329384.028757 + Penalty 3655.886582 = -9325728.142174
  nChanged 3
		SP:Iteration 86Q (13847.550000 sec): 3 clusters
  Score: Raw -9329384.461251 + Penalty 3655.886582 = -9325728.574669
  nChanged 3
		SP:Iteration 87Q (13848.050000 sec): 3 clusters
  Score: Raw -9329385.222427 + Penalty 3655.886582 = -9325729.335844
  nChanged 2
		SP:Iteration 88Q (13848.530000 sec): 3 clusters
  Score: Raw -9329385.800476 + Penalty 3655.886582 = -9325729.913894
  nChanged 4
		SP:Iteration 89Q (13849.100000 sec): 3 clusters
  Score: Raw -9329386.836874 + Penalty 3655.886582 = -9325730.950292
  nChanged 4
		SP:Iteration 90Q (13849.650000 sec): 3 clusters
  Score: Raw -9329387.694566 + Penalty 3655.886582 = -9325731.807984
  nChanged 3
		SP:Iteration 91Q (13850.090000 sec): 3 clusters
  Score: Raw -9329388.411875 + Penalty 3655.886582 = -9325732.525293
  nChanged 5
		SP:Iteration 92Q (13850.600000 sec): 3 clusters
  Score: Raw -9329389.480766 + Penalty 3655.886582 = -9325733.594184
  nChanged 3
		SP:Iteration 93Q (13851.150000 sec): 3 clusters
  Score: Raw -9329390.110546 + Penalty 3655.886582 = -9325734.223964
  nChanged 4
		SP:Iteration 94Q (13851.690000 sec): 3 clusters
  Score: Raw -9329390.637498 + Penalty 3655.886582 = -9325734.750915
  nChanged 2
		SP:Iteration 95Q (13852.150000 sec): 3 clusters
  Score: Raw -9329391.059637 + Penalty 3655.886582 = -9325735.173055
  nChanged 5
		SP:Iteration 96Q (13852.710000 sec): 3 clusters
  Score: Raw -9329392.306759 + Penalty 3655.886582 = -9325736.420177
  nChanged 3
		SP:Iteration 97Q (13853.200000 sec): 3 clusters
  Score: Raw -9329393.102868 + Penalty 3655.886582 = -9325737.216286
  nChanged 1
		SP:Iteration 98Q (13853.680000 sec): 3 clusters
  Score: Raw -9329393.193539 + Penalty 3655.886582 = -9325737.306957
  nChanged 0
		SP:Iteration 99F (13854.150000 sec): 3 clusters
  Score: Raw -9329393.193539 + Penalty 3655.886582 = -9325737.306957
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (18130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13854.370000 sec): 2 clusters
  Score: Raw -2096183.653932 + Penalty 1593.365037 = -2094590.288895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13854.670000 sec): 3 clusters
  Score: Raw -2085366.462178 + Penalty 3186.730074 = -2082179.732104
  nChanged 8124
		SP:Iteration 1F (13854.950000 sec): 3 clusters
  Score: Raw -2089809.695593 + Penalty 3186.730074 = -2086622.965519
  nChanged 1017
		SP:Iteration 2F (13855.260000 sec): 3 clusters
  Score: Raw -2090271.149206 + Penalty 3186.730074 = -2087084.419132
  nChanged 983
		SP:Iteration 3F (13855.570000 sec): 3 clusters
  Score: Raw -2090741.025289 + Penalty 3186.730074 = -2087554.295215
  nChanged 934
		SP:Iteration 4F (13855.780000 sec): 3 clusters
  Score: Raw -2091255.049079 + Penalty 3186.730074 = -2088068.319005
  nChanged 950
		SP:Iteration 5F (13856.040000 sec): 3 clusters
  Score: Raw -2091822.521847 + Penalty 3186.730074 = -2088635.791773
  nChanged 1040
		SP:Iteration 6F (13856.330000 sec): 3 clusters
  Score: Raw -2092474.866583 + Penalty 3186.730074 = -2089288.136509
  nChanged 1104
		SP:Iteration 7F (13856.660000 sec): 3 clusters
  Score: Raw -2093153.549601 + Penalty 3186.730074 = -2089966.819527
  nChanged 1004
		SP:Iteration 8F (13856.930000 sec): 3 clusters
  Score: Raw -2093786.046027 + Penalty 3186.730074 = -2090599.315953
  nChanged 944
		SP:Iteration 9F (13857.220000 sec): 3 clusters
  Score: Raw -2094384.850272 + Penalty 3186.730074 = -2091198.120198
  nChanged 820
		SP:Iteration 10Q (13857.520000 sec): 3 clusters
  Score: Raw -2094897.500783 + Penalty 3186.730074 = -2091710.770709
  nChanged 670
		SP:Iteration 11Q (13857.800000 sec): 3 clusters
  Score: Raw -2095280.545608 + Penalty 3186.730074 = -2092093.815535
  nChanged 535
		SP:Iteration 12Q (13858.100000 sec): 3 clusters
  Score: Raw -2095571.291843 + Penalty 3186.730074 = -2092384.561769
  nChanged 443
		SP:Iteration 13Q (13858.350000 sec): 3 clusters
  Score: Raw -2095812.173747 + Penalty 3186.730074 = -2092625.443673
  nChanged 387
		SP:Iteration 14Q (13858.620000 sec): 3 clusters
  Score: Raw -2096033.079941 + Penalty 3186.730074 = -2092846.349867
  nChanged 364
		SP:Iteration 15Q (13858.910000 sec): 3 clusters
  Score: Raw -2096245.170108 + Penalty 3186.730074 = -2093058.440035
  nChanged 293
		SP:Iteration 16Q (13859.160000 sec): 3 clusters
  Score: Raw -2096408.408817 + Penalty 3186.730074 = -2093221.678744
  nChanged 258
		SP:Iteration 17Q (13859.380000 sec): 3 clusters
  Score: Raw -2096535.126398 + Penalty 3186.730074 = -2093348.396324
  nChanged 221
		SP:Iteration 18Q (13859.650000 sec): 3 clusters
  Score: Raw -2096631.455442 + Penalty 3186.730074 = -2093444.725369
  nChanged 161
		SP:Iteration 19Q (13859.920000 sec): 3 clusters
  Score: Raw -2096685.836842 + Penalty 3186.730074 = -2093499.106768
  nChanged 132
		SP:Iteration 20F (13860.210000 sec): 3 clusters
  Score: Raw -2096722.629981 + Penalty 3186.730074 = -2093535.899907
  nChanged 109
		SP:Iteration 21Q (13860.480000 sec): 3 clusters
  Score: Raw -2096749.483384 + Penalty 3186.730074 = -2093562.753310
  nChanged 81
		SP:Iteration 22Q (13860.800000 sec): 3 clusters
  Score: Raw -2096766.347221 + Penalty 3186.730074 = -2093579.617148
  nChanged 64
		SP:Iteration 23Q (13861.060000 sec): 3 clusters
  Score: Raw -2096778.321767 + Penalty 3186.730074 = -2093591.591694
  nChanged 58
		SP:Iteration 24Q (13861.340000 sec): 3 clusters
  Score: Raw -2096787.826519 + Penalty 3186.730074 = -2093601.096445
  nChanged 55
		SP:Iteration 25Q (13861.620000 sec): 3 clusters
  Score: Raw -2096797.206563 + Penalty 3186.730074 = -2093610.476489
  nChanged 55
		SP:Iteration 26Q (13861.930000 sec): 3 clusters
  Score: Raw -2096806.271864 + Penalty 3186.730074 = -2093619.541790
  nChanged 52
		SP:Iteration 27Q (13862.190000 sec): 3 clusters
  Score: Raw -2096814.493603 + Penalty 3186.730074 = -2093627.763529
  nChanged 55
		SP:Iteration 28Q (13862.510000 sec): 3 clusters
  Score: Raw -2096821.944804 + Penalty 3186.730074 = -2093635.214730
  nChanged 38
		SP:Iteration 29Q (13862.780000 sec): 3 clusters
  Score: Raw -2096827.506469 + Penalty 3186.730074 = -2093640.776396
  nChanged 41
		SP:Iteration 30Q (13863.060000 sec): 3 clusters
  Score: Raw -2096832.890823 + Penalty 3186.730074 = -2093646.160749
  nChanged 35
		SP:Iteration 31Q (13863.360000 sec): 3 clusters
  Score: Raw -2096837.901055 + Penalty 3186.730074 = -2093651.170981
  nChanged 34
		SP:Iteration 32Q (13863.640000 sec): 3 clusters
  Score: Raw -2096842.854127 + Penalty 3186.730074 = -2093656.124053
  nChanged 32
		SP:Iteration 33Q (13863.920000 sec): 3 clusters
  Score: Raw -2096846.353129 + Penalty 3186.730074 = -2093659.623056
  nChanged 21
		SP:Iteration 34Q (13864.220000 sec): 3 clusters
  Score: Raw -2096848.428183 + Penalty 3186.730074 = -2093661.698109
  nChanged 16
		SP:Iteration 35Q (13864.480000 sec): 3 clusters
  Score: Raw -2096850.312620 + Penalty 3186.730074 = -2093663.582546
  nChanged 18
		SP:Iteration 36Q (13864.730000 sec): 3 clusters
  Score: Raw -2096852.593254 + Penalty 3186.730074 = -2093665.863181
  nChanged 22
		SP:Iteration 37Q (13864.930000 sec): 3 clusters
  Score: Raw -2096856.006932 + Penalty 3186.730074 = -2093669.276859
  nChanged 27
		SP:Iteration 38Q (13865.160000 sec): 3 clusters
  Score: Raw -2096859.529091 + Penalty 3186.730074 = -2093672.799018
  nChanged 20
		SP:Iteration 39Q (13865.360000 sec): 3 clusters
  Score: Raw -2096862.062844 + Penalty 3186.730074 = -2093675.332770
  nChanged 13
		SP:Iteration 40F (13865.670000 sec): 3 clusters
  Score: Raw -2096863.046440 + Penalty 3186.730074 = -2093676.316367
  nChanged 14
		SP:Iteration 41Q (13865.900000 sec): 3 clusters
  Score: Raw -2096864.397205 + Penalty 3186.730074 = -2093677.667131
  nChanged 14
		SP:Iteration 42Q (13866.180000 sec): 3 clusters
  Score: Raw -2096865.625826 + Penalty 3186.730074 = -2093678.895752
  nChanged 9
		SP:Iteration 43Q (13866.440000 sec): 3 clusters
  Score: Raw -2096866.441035 + Penalty 3186.730074 = -2093679.710961
  nChanged 15
		SP:Iteration 44Q (13866.700000 sec): 3 clusters
  Score: Raw -2096868.032165 + Penalty 3186.730074 = -2093681.302091
  nChanged 15
		SP:Iteration 45Q (13866.980000 sec): 3 clusters
  Score: Raw -2096870.261407 + Penalty 3186.730074 = -2093683.531334
  nChanged 22
		SP:Iteration 46Q (13867.240000 sec): 3 clusters
  Score: Raw -2096872.751435 + Penalty 3186.730074 = -2093686.021361
  nChanged 20
		SP:Iteration 47Q (13867.520000 sec): 3 clusters
  Score: Raw -2096874.842295 + Penalty 3186.730074 = -2093688.112222
  nChanged 24
		SP:Iteration 48Q (13867.800000 sec): 3 clusters
  Score: Raw -2096877.702187 + Penalty 3186.730074 = -2093690.972114
  nChanged 31
		SP:Iteration 49Q (13868.120000 sec): 3 clusters
  Score: Raw -2096882.562188 + Penalty 3186.730074 = -2093695.832114
  nChanged 33
		SP:Iteration 50Q (13868.340000 sec): 3 clusters
  Score: Raw -2096887.177008 + Penalty 3186.730074 = -2093700.446934
  nChanged 34
		SP:Iteration 51Q (13868.650000 sec): 3 clusters
  Score: Raw -2096892.702398 + Penalty 3186.730074 = -2093705.972325
  nChanged 35
		SP:Iteration 52Q (13868.890000 sec): 3 clusters
  Score: Raw -2096898.246394 + Penalty 3186.730074 = -2093711.516321
  nChanged 36
		SP:Iteration 53Q (13869.190000 sec): 3 clusters
  Score: Raw -2096902.679974 + Penalty 3186.730074 = -2093715.949900
  nChanged 29
		SP:Iteration 54Q (13869.480000 sec): 3 clusters
  Score: Raw -2096907.275243 + Penalty 3186.730074 = -2093720.545169
  nChanged 31
		SP:Iteration 55Q (13869.750000 sec): 3 clusters
  Score: Raw -2096912.072002 + Penalty 3186.730074 = -2093725.341928
  nChanged 28
		SP:Iteration 56Q (13870.050000 sec): 3 clusters
  Score: Raw -2096915.889801 + Penalty 3186.730074 = -2093729.159728
  nChanged 20
		SP:Iteration 57Q (13870.290000 sec): 3 clusters
  Score: Raw -2096918.803162 + Penalty 3186.730074 = -2093732.073088
  nChanged 16
		SP:Iteration 58Q (13870.590000 sec): 3 clusters
  Score: Raw -2096921.056681 + Penalty 3186.730074 = -2093734.326607
  nChanged 13
		SP:Iteration 59Q (13870.810000 sec): 3 clusters
  Score: Raw -2096923.114120 + Penalty 3186.730074 = -2093736.384046
  nChanged 10
		SP:Iteration 60F (13871.110000 sec): 3 clusters
  Score: Raw -2096924.466517 + Penalty 3186.730074 = -2093737.736443
  nChanged 9
		SP:Iteration 61Q (13871.380000 sec): 3 clusters
  Score: Raw -2096925.713325 + Penalty 3186.730074 = -2093738.983251
  nChanged 12
		SP:Iteration 62Q (13871.650000 sec): 3 clusters
  Score: Raw -2096927.239267 + Penalty 3186.730074 = -2093740.509194
  nChanged 14
		SP:Iteration 63Q (13871.890000 sec): 3 clusters
  Score: Raw -2096929.053240 + Penalty 3186.730074 = -2093742.323166
  nChanged 12
		SP:Iteration 64Q (13872.190000 sec): 3 clusters
  Score: Raw -2096930.416197 + Penalty 3186.730074 = -2093743.686123
  nChanged 11
		SP:Iteration 65Q (13872.480000 sec): 3 clusters
  Score: Raw -2096931.590968 + Penalty 3186.730074 = -2093744.860894
  nChanged 7
		SP:Iteration 66Q (13872.700000 sec): 3 clusters
  Score: Raw -2096932.307681 + Penalty 3186.730074 = -2093745.577607
  nChanged 6
		SP:Iteration 67Q (13873.010000 sec): 3 clusters
  Score: Raw -2096932.900299 + Penalty 3186.730074 = -2093746.170226
  nChanged 6
		SP:Iteration 68Q (13873.260000 sec): 3 clusters
  Score: Raw -2096933.299304 + Penalty 3186.730074 = -2093746.569230
  nChanged 0
		SP:Iteration 69F (13873.500000 sec): 3 clusters
  Score: Raw -2096933.299304 + Penalty 3186.730074 = -2093746.569230
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13873.590000 sec): 2 clusters
  Score: Raw -240324.098463 + Penalty 1242.610101 = -239081.488362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13873.780000 sec): 3 clusters
  Score: Raw -239431.638061 + Penalty 2485.220202 = -236946.417858
  nChanged 759
		SP:Iteration 1F (13873.950000 sec): 3 clusters
  Score: Raw -239962.020925 + Penalty 2485.220202 = -237476.800723
  nChanged 208
		SP:Iteration 2F (13874.140000 sec): 3 clusters
  Score: Raw -240238.146786 + Penalty 2485.220202 = -237752.926584
  nChanged 187
		SP:Iteration 3F (13874.280000 sec): 3 clusters
  Score: Raw -240506.738323 + Penalty 2485.220202 = -238021.518121
  nChanged 156
		SP:Iteration 4F (13874.470000 sec): 3 clusters
  Score: Raw -240716.671484 + Penalty 2485.220202 = -238231.451282
  nChanged 119
		SP:Iteration 5F (13874.660000 sec): 3 clusters
  Score: Raw -240838.338129 + Penalty 2485.220202 = -238353.117926
  nChanged 69
		SP:Iteration 6Q (13874.860000 sec): 3 clusters
  Score: Raw -240902.122773 + Penalty 2485.220202 = -238416.902571
  nChanged 49
		SP:Iteration 7Q (13875.080000 sec): 3 clusters
  Score: Raw -240937.811578 + Penalty 2485.220202 = -238452.591376
  nChanged 31
		SP:Iteration 8Q (13875.280000 sec): 3 clusters
  Score: Raw -240955.665183 + Penalty 2485.220202 = -238470.444981
  nChanged 17
		SP:Iteration 9Q (13875.460000 sec): 3 clusters
  Score: Raw -240967.438044 + Penalty 2485.220202 = -238482.217842
  nChanged 15
		SP:Iteration 10Q (13875.650000 sec): 3 clusters
  Score: Raw -240976.505979 + Penalty 2485.220202 = -238491.285777
  nChanged 6
		SP:Iteration 11Q (13875.800000 sec): 3 clusters
  Score: Raw -240979.325728 + Penalty 2485.220202 = -238494.105525
  nChanged 1
		SP:Iteration 12Q (13875.960000 sec): 3 clusters
  Score: Raw -240979.983293 + Penalty 2485.220202 = -238494.763091
  nChanged 2
		SP:Iteration 13Q (13876.160000 sec): 3 clusters
  Score: Raw -240981.224899 + Penalty 2485.220202 = -238496.004697
  nChanged 1
		SP:Iteration 14Q (13876.340000 sec): 3 clusters
  Score: Raw -240981.560927 + Penalty 2485.220202 = -238496.340724
  nChanged 1
		SP:Iteration 15Q (13876.470000 sec): 3 clusters
  Score: Raw -240982.099827 + Penalty 2485.220202 = -238496.879625
  nChanged 3
		SP:Iteration 16Q (13876.730000 sec): 3 clusters
  Score: Raw -240983.756580 + Penalty 2485.220202 = -238498.536378
  nChanged 3
		SP:Iteration 17Q (13876.970000 sec): 3 clusters
  Score: Raw -240984.786907 + Penalty 2485.220202 = -238499.566705
  nChanged 1
		SP:Iteration 18Q (13877.170000 sec): 3 clusters
  Score: Raw -240984.918622 + Penalty 2485.220202 = -238499.698420
  nChanged 0
		SP:Iteration 19F (13877.370000 sec): 3 clusters
  Score: Raw -240984.918622 + Penalty 2485.220202 = -238499.698420
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (16221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13877.600000 sec): 2 clusters
  Score: Raw -1781828.752124 + Penalty 1575.285071 = -1780253.467053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13877.870000 sec): 3 clusters
  Score: Raw -1772228.494930 + Penalty 3150.570143 = -1769077.924787
  nChanged 7230
		SP:Iteration 1F (13878.130000 sec): 3 clusters
  Score: Raw -1776520.709618 + Penalty 3150.570143 = -1773370.139475
  nChanged 987
		SP:Iteration 2F (13878.410000 sec): 3 clusters
  Score: Raw -1776989.670508 + Penalty 3150.570143 = -1773839.100365
  nChanged 930
		SP:Iteration 3F (13878.650000 sec): 3 clusters
  Score: Raw -1777447.445830 + Penalty 3150.570143 = -1774296.875687
  nChanged 880
		SP:Iteration 4F (13878.970000 sec): 3 clusters
  Score: Raw -1777890.393737 + Penalty 3150.570143 = -1774739.823594
  nChanged 824
		SP:Iteration 5F (13879.210000 sec): 3 clusters
  Score: Raw -1778336.613383 + Penalty 3150.570143 = -1775186.043240
  nChanged 820
		SP:Iteration 6F (13879.500000 sec): 3 clusters
  Score: Raw -1778807.442570 + Penalty 3150.570143 = -1775656.872427
  nChanged 835
		SP:Iteration 7F (13879.770000 sec): 3 clusters
  Score: Raw -1779313.361188 + Penalty 3150.570143 = -1776162.791046
  nChanged 761
		SP:Iteration 8Q (13880.080000 sec): 3 clusters
  Score: Raw -1779719.919377 + Penalty 3150.570143 = -1776569.349234
  nChanged 653
		SP:Iteration 9Q (13880.330000 sec): 3 clusters
  Score: Raw -1780042.328620 + Penalty 3150.570143 = -1776891.758477
  nChanged 626
		SP:Iteration 10Q (13880.580000 sec): 3 clusters
  Score: Raw -1780373.065590 + Penalty 3150.570143 = -1777222.495447
  nChanged 580
		SP:Iteration 11Q (13880.880000 sec): 3 clusters
  Score: Raw -1780682.567787 + Penalty 3150.570143 = -1777531.997644
  nChanged 535
		SP:Iteration 12Q (13881.140000 sec): 3 clusters
  Score: Raw -1780987.355803 + Penalty 3150.570143 = -1777836.785660
  nChanged 492
		SP:Iteration 13Q (13881.460000 sec): 3 clusters
  Score: Raw -1781269.014105 + Penalty 3150.570143 = -1778118.443962
  nChanged 457
		SP:Iteration 14Q (13881.690000 sec): 3 clusters
  Score: Raw -1781513.889299 + Penalty 3150.570143 = -1778363.319156
  nChanged 397
		SP:Iteration 15Q (13881.980000 sec): 3 clusters
  Score: Raw -1781699.388767 + Penalty 3150.570143 = -1778548.818624
  nChanged 367
		SP:Iteration 16Q (13882.260000 sec): 3 clusters
  Score: Raw -1781859.550391 + Penalty 3150.570143 = -1778708.980248
  nChanged 315
		SP:Iteration 17Q (13882.590000 sec): 3 clusters
  Score: Raw -1781990.817428 + Penalty 3150.570143 = -1778840.247285
  nChanged 269
		SP:Iteration 18Q (13882.900000 sec): 3 clusters
  Score: Raw -1782099.994217 + Penalty 3150.570143 = -1778949.424074
  nChanged 250
		SP:Iteration 19Q (13883.110000 sec): 3 clusters
  Score: Raw -1782197.712810 + Penalty 3150.570143 = -1779047.142667
  nChanged 233
		SP:Iteration 20F (13883.400000 sec): 3 clusters
  Score: Raw -1782287.635847 + Penalty 3150.570143 = -1779137.065704
  nChanged 219
		SP:Iteration 21Q (13883.690000 sec): 3 clusters
  Score: Raw -1782362.193249 + Penalty 3150.570143 = -1779211.623106
  nChanged 202
		SP:Iteration 22Q (13883.920000 sec): 3 clusters
  Score: Raw -1782430.903150 + Penalty 3150.570143 = -1779280.333007
  nChanged 185
		SP:Iteration 23Q (13884.200000 sec): 3 clusters
  Score: Raw -1782492.559935 + Penalty 3150.570143 = -1779341.989792
  nChanged 160
		SP:Iteration 24Q (13884.420000 sec): 3 clusters
  Score: Raw -1782547.441079 + Penalty 3150.570143 = -1779396.870936
  nChanged 148
		SP:Iteration 25Q (13884.700000 sec): 3 clusters
  Score: Raw -1782586.987219 + Penalty 3150.570143 = -1779436.417076
  nChanged 121
		SP:Iteration 26Q (13884.950000 sec): 3 clusters
  Score: Raw -1782620.126837 + Penalty 3150.570143 = -1779469.556694
  nChanged 113
		SP:Iteration 27Q (13885.220000 sec): 3 clusters
  Score: Raw -1782650.670688 + Penalty 3150.570143 = -1779500.100545
  nChanged 113
		SP:Iteration 28Q (13885.480000 sec): 3 clusters
  Score: Raw -1782681.933259 + Penalty 3150.570143 = -1779531.363116
  nChanged 101
		SP:Iteration 29Q (13885.730000 sec): 3 clusters
  Score: Raw -1782710.993871 + Penalty 3150.570143 = -1779560.423728
  nChanged 97
		SP:Iteration 30Q (13886.040000 sec): 3 clusters
  Score: Raw -1782739.143300 + Penalty 3150.570143 = -1779588.573158
  nChanged 96
		SP:Iteration 31Q (13886.280000 sec): 3 clusters
  Score: Raw -1782767.434813 + Penalty 3150.570143 = -1779616.864671
  nChanged 94
		SP:Iteration 32Q (13886.570000 sec): 3 clusters
  Score: Raw -1782796.433248 + Penalty 3150.570143 = -1779645.863105
  nChanged 88
		SP:Iteration 33Q (13886.820000 sec): 3 clusters
  Score: Raw -1782822.069708 + Penalty 3150.570143 = -1779671.499565
  nChanged 87
		SP:Iteration 34Q (13887.130000 sec): 3 clusters
  Score: Raw -1782847.293899 + Penalty 3150.570143 = -1779696.723756
  nChanged 67
		SP:Iteration 35Q (13887.330000 sec): 3 clusters
  Score: Raw -1782869.167768 + Penalty 3150.570143 = -1779718.597625
  nChanged 75
		SP:Iteration 36Q (13887.600000 sec): 3 clusters
  Score: Raw -1782891.380201 + Penalty 3150.570143 = -1779740.810058
  nChanged 68
		SP:Iteration 37Q (13887.830000 sec): 3 clusters
  Score: Raw -1782909.739675 + Penalty 3150.570143 = -1779759.169532
  nChanged 50
		SP:Iteration 38Q (13888.110000 sec): 3 clusters
  Score: Raw -1782921.109249 + Penalty 3150.570143 = -1779770.539106
  nChanged 41
		SP:Iteration 39Q (13888.340000 sec): 3 clusters
  Score: Raw -1782931.049370 + Penalty 3150.570143 = -1779780.479227
  nChanged 49
		SP:Iteration 40F (13888.650000 sec): 3 clusters
  Score: Raw -1782944.056424 + Penalty 3150.570143 = -1779793.486281
  nChanged 43
		SP:Iteration 41Q (13888.940000 sec): 3 clusters
  Score: Raw -1782953.283930 + Penalty 3150.570143 = -1779802.713787
  nChanged 34
		SP:Iteration 42Q (13889.240000 sec): 3 clusters
  Score: Raw -1782959.733436 + Penalty 3150.570143 = -1779809.163293
  nChanged 30
		SP:Iteration 43Q (13889.500000 sec): 3 clusters
  Score: Raw -1782966.495986 + Penalty 3150.570143 = -1779815.925843
  nChanged 28
		SP:Iteration 44Q (13889.760000 sec): 3 clusters
  Score: Raw -1782973.389489 + Penalty 3150.570143 = -1779822.819346
  nChanged 37
		SP:Iteration 45Q (13890.050000 sec): 3 clusters
  Score: Raw -1782984.135536 + Penalty 3150.570143 = -1779833.565393
  nChanged 38
		SP:Iteration 46Q (13890.270000 sec): 3 clusters
  Score: Raw -1782993.328961 + Penalty 3150.570143 = -1779842.758818
  nChanged 34
		SP:Iteration 47Q (13890.530000 sec): 3 clusters
  Score: Raw -1783002.700077 + Penalty 3150.570143 = -1779852.129935
  nChanged 34
		SP:Iteration 48Q (13890.810000 sec): 3 clusters
  Score: Raw -1783010.528809 + Penalty 3150.570143 = -1779859.958666
  nChanged 24
		SP:Iteration 49Q (13891.000000 sec): 3 clusters
  Score: Raw -1783014.785257 + Penalty 3150.570143 = -1779864.215114
  nChanged 19
		SP:Iteration 50Q (13891.280000 sec): 3 clusters
  Score: Raw -1783017.615095 + Penalty 3150.570143 = -1779867.044953
  nChanged 23
		SP:Iteration 51Q (13891.570000 sec): 3 clusters
  Score: Raw -1783023.226972 + Penalty 3150.570143 = -1779872.656829
  nChanged 22
		SP:Iteration 52Q (13891.810000 sec): 3 clusters
  Score: Raw -1783029.203253 + Penalty 3150.570143 = -1779878.633110
  nChanged 20
		SP:Iteration 53Q (13892.060000 sec): 3 clusters
  Score: Raw -1783033.165589 + Penalty 3150.570143 = -1779882.595446
  nChanged 16
		SP:Iteration 54Q (13892.350000 sec): 3 clusters
  Score: Raw -1783035.351331 + Penalty 3150.570143 = -1779884.781188
  nChanged 13
		SP:Iteration 55Q (13892.660000 sec): 3 clusters
  Score: Raw -1783037.130046 + Penalty 3150.570143 = -1779886.559903
  nChanged 9
		SP:Iteration 56Q (13892.930000 sec): 3 clusters
  Score: Raw -1783039.134021 + Penalty 3150.570143 = -1779888.563878
  nChanged 12
		SP:Iteration 57Q (13893.240000 sec): 3 clusters
  Score: Raw -1783042.796148 + Penalty 3150.570143 = -1779892.226005
  nChanged 16
		SP:Iteration 58Q (13893.510000 sec): 3 clusters
  Score: Raw -1783047.147791 + Penalty 3150.570143 = -1779896.577648
  nChanged 20
		SP:Iteration 59Q (13893.750000 sec): 3 clusters
  Score: Raw -1783052.437555 + Penalty 3150.570143 = -1779901.867412
  nChanged 21
		SP:Iteration 60F (13894.000000 sec): 3 clusters
  Score: Raw -1783056.664751 + Penalty 3150.570143 = -1779906.094608
  nChanged 16
		SP:Iteration 61Q (13894.200000 sec): 3 clusters
  Score: Raw -1783060.858004 + Penalty 3150.570143 = -1779910.287861
  nChanged 25
		SP:Iteration 62Q (13894.440000 sec): 3 clusters
  Score: Raw -1783066.801284 + Penalty 3150.570143 = -1779916.231141
  nChanged 19
		SP:Iteration 63Q (13894.690000 sec): 3 clusters
  Score: Raw -1783072.593238 + Penalty 3150.570143 = -1779922.023096
  nChanged 22
		SP:Iteration 64Q (13894.950000 sec): 3 clusters
  Score: Raw -1783079.374368 + Penalty 3150.570143 = -1779928.804226
  nChanged 30
		SP:Iteration 65Q (13895.240000 sec): 3 clusters
  Score: Raw -1783089.386667 + Penalty 3150.570143 = -1779938.816524
  nChanged 27
		SP:Iteration 66Q (13895.510000 sec): 3 clusters
  Score: Raw -1783097.183420 + Penalty 3150.570143 = -1779946.613277
  nChanged 28
		SP:Iteration 67Q (13895.750000 sec): 3 clusters
  Score: Raw -1783105.045977 + Penalty 3150.570143 = -1779954.475834
  nChanged 31
		SP:Iteration 68Q (13896.010000 sec): 3 clusters
  Score: Raw -1783116.129055 + Penalty 3150.570143 = -1779965.558912
  nChanged 33
		SP:Iteration 69Q (13896.210000 sec): 3 clusters
  Score: Raw -1783128.257330 + Penalty 3150.570143 = -1779977.687187
  nChanged 34
		SP:Iteration 70Q (13896.490000 sec): 3 clusters
  Score: Raw -1783142.535674 + Penalty 3150.570143 = -1779991.965531
  nChanged 29
		SP:Iteration 71Q (13896.700000 sec): 3 clusters
  Score: Raw -1783154.268216 + Penalty 3150.570143 = -1780003.698073
  nChanged 32
		SP:Iteration 72Q (13897.000000 sec): 3 clusters
  Score: Raw -1783168.584932 + Penalty 3150.570143 = -1780018.014789
  nChanged 35
		SP:Iteration 73Q (13897.290000 sec): 3 clusters
  Score: Raw -1783184.917419 + Penalty 3150.570143 = -1780034.347277
  nChanged 42
		SP:Iteration 74Q (13897.570000 sec): 3 clusters
  Score: Raw -1783203.209305 + Penalty 3150.570143 = -1780052.639162
  nChanged 36
		SP:Iteration 75Q (13897.780000 sec): 3 clusters
  Score: Raw -1783214.434977 + Penalty 3150.570143 = -1780063.864834
  nChanged 35
		SP:Iteration 76Q (13898.070000 sec): 3 clusters
  Score: Raw -1783228.820810 + Penalty 3150.570143 = -1780078.250667
  nChanged 24
		SP:Iteration 77Q (13898.310000 sec): 3 clusters
  Score: Raw -1783240.972174 + Penalty 3150.570143 = -1780090.402031
  nChanged 28
		SP:Iteration 78Q (13898.570000 sec): 3 clusters
  Score: Raw -1783255.963763 + Penalty 3150.570143 = -1780105.393620
  nChanged 31
		SP:Iteration 79Q (13898.810000 sec): 3 clusters
  Score: Raw -1783267.113232 + Penalty 3150.570143 = -1780116.543089
  nChanged 27
		SP:Iteration 80F (13899.040000 sec): 3 clusters
  Score: Raw -1783281.718355 + Penalty 3150.570143 = -1780131.148212
  nChanged 35
		SP:Iteration 81Q (13899.320000 sec): 3 clusters
  Score: Raw -1783302.399209 + Penalty 3150.570143 = -1780151.829067
  nChanged 36
		SP:Iteration 82Q (13899.580000 sec): 3 clusters
  Score: Raw -1783326.717596 + Penalty 3150.570143 = -1780176.147453
  nChanged 45
		SP:Iteration 83Q (13899.820000 sec): 3 clusters
  Score: Raw -1783358.641708 + Penalty 3150.570143 = -1780208.071565
  nChanged 40
		SP:Iteration 84Q (13900.160000 sec): 3 clusters
  Score: Raw -1783389.847121 + Penalty 3150.570143 = -1780239.276978
  nChanged 40
		SP:Iteration 85Q (13900.400000 sec): 3 clusters
  Score: Raw -1783418.093641 + Penalty 3150.570143 = -1780267.523498
  nChanged 40
		SP:Iteration 86Q (13900.690000 sec): 3 clusters
  Score: Raw -1783448.993057 + Penalty 3150.570143 = -1780298.422914
  nChanged 40
		SP:Iteration 87Q (13900.940000 sec): 3 clusters
  Score: Raw -1783478.364547 + Penalty 3150.570143 = -1780327.794404
  nChanged 31
		SP:Iteration 88Q (13901.190000 sec): 3 clusters
  Score: Raw -1783496.083057 + Penalty 3150.570143 = -1780345.512914
  nChanged 27
		SP:Iteration 89Q (13901.530000 sec): 3 clusters
  Score: Raw -1783510.364101 + Penalty 3150.570143 = -1780359.793958
  nChanged 23
		SP:Iteration 90Q (13901.760000 sec): 3 clusters
  Score: Raw -1783524.783181 + Penalty 3150.570143 = -1780374.213038
  nChanged 21
		SP:Iteration 91Q (13902.020000 sec): 3 clusters
  Score: Raw -1783534.836877 + Penalty 3150.570143 = -1780384.266734
  nChanged 18
		SP:Iteration 92Q (13902.260000 sec): 3 clusters
  Score: Raw -1783544.584179 + Penalty 3150.570143 = -1780394.014036
  nChanged 8
		SP:Iteration 93Q (13902.540000 sec): 3 clusters
  Score: Raw -1783547.388756 + Penalty 3150.570143 = -1780396.818613
  nChanged 6
		SP:Iteration 94Q (13902.820000 sec): 3 clusters
  Score: Raw -1783549.580060 + Penalty 3150.570143 = -1780399.009917
  nChanged 4
		SP:Iteration 95Q (13903.050000 sec): 3 clusters
  Score: Raw -1783550.835636 + Penalty 3150.570143 = -1780400.265494
  nChanged 2
		SP:Iteration 96Q (13903.320000 sec): 3 clusters
  Score: Raw -1783551.401234 + Penalty 3150.570143 = -1780400.831092
  nChanged 2
		SP:Iteration 97Q (13903.610000 sec): 3 clusters
  Score: Raw -1783552.047605 + Penalty 3150.570143 = -1780401.477462
  nChanged 1
		SP:Iteration 98Q (13903.890000 sec): 3 clusters
  Score: Raw -1783552.232091 + Penalty 3150.570143 = -1780401.661949
  nChanged 0
		SP:Iteration 99F (13904.140000 sec): 3 clusters
  Score: Raw -1783552.232091 + Penalty 3150.570143 = -1780401.661949
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13904.300000 sec): 2 clusters
  Score: Raw -1128282.757353 + Penalty 1486.348726 = -1126796.408627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13904.580000 sec): 3 clusters
  Score: Raw -1123082.797534 + Penalty 2972.697452 = -1120110.100082
  nChanged 3990
		SP:Iteration 1F (13904.780000 sec): 3 clusters
  Score: Raw -1125297.335023 + Penalty 2972.697452 = -1122324.637571
  nChanged 699
		SP:Iteration 2F (13905.020000 sec): 3 clusters
  Score: Raw -1125757.173974 + Penalty 2972.697452 = -1122784.476522
  nChanged 641
		SP:Iteration 3F (13905.280000 sec): 3 clusters
  Score: Raw -1126202.952737 + Penalty 2972.697452 = -1123230.255285
  nChanged 606
		SP:Iteration 4F (13905.540000 sec): 3 clusters
  Score: Raw -1126660.106066 + Penalty 2972.697452 = -1123687.408614
  nChanged 562
		SP:Iteration 5F (13905.740000 sec): 3 clusters
  Score: Raw -1127105.446962 + Penalty 2972.697452 = -1124132.749510
  nChanged 516
		SP:Iteration 6F (13905.990000 sec): 3 clusters
  Score: Raw -1127467.163948 + Penalty 2972.697452 = -1124494.466496
  nChanged 401
		SP:Iteration 7Q (13906.230000 sec): 3 clusters
  Score: Raw -1127724.066600 + Penalty 2972.697452 = -1124751.369148
  nChanged 369
		SP:Iteration 8Q (13906.480000 sec): 3 clusters
  Score: Raw -1127951.080132 + Penalty 2972.697452 = -1124978.382680
  nChanged 310
		SP:Iteration 9Q (13906.640000 sec): 3 clusters
  Score: Raw -1128141.153748 + Penalty 2972.697452 = -1125168.456297
  nChanged 243
		SP:Iteration 10Q (13906.880000 sec): 3 clusters
  Score: Raw -1128263.927350 + Penalty 2972.697452 = -1125291.229898
  nChanged 194
		SP:Iteration 11Q (13907.110000 sec): 3 clusters
  Score: Raw -1128346.725943 + Penalty 2972.697452 = -1125374.028491
  nChanged 163
		SP:Iteration 12Q (13907.340000 sec): 3 clusters
  Score: Raw -1128410.841086 + Penalty 2972.697452 = -1125438.143635
  nChanged 158
		SP:Iteration 13Q (13907.610000 sec): 3 clusters
  Score: Raw -1128472.347860 + Penalty 2972.697452 = -1125499.650409
  nChanged 143
		SP:Iteration 14Q (13907.850000 sec): 3 clusters
  Score: Raw -1128524.266945 + Penalty 2972.697452 = -1125551.569493
  nChanged 114
		SP:Iteration 15Q (13908.100000 sec): 3 clusters
  Score: Raw -1128564.577403 + Penalty 2972.697452 = -1125591.879951
  nChanged 107
		SP:Iteration 16Q (13908.350000 sec): 3 clusters
  Score: Raw -1128600.711967 + Penalty 2972.697452 = -1125628.014515
  nChanged 98
		SP:Iteration 17Q (13908.650000 sec): 3 clusters
  Score: Raw -1128633.430540 + Penalty 2972.697452 = -1125660.733088
  nChanged 106
		SP:Iteration 18Q (13908.880000 sec): 3 clusters
  Score: Raw -1128668.106730 + Penalty 2972.697452 = -1125695.409278
  nChanged 82
		SP:Iteration 19Q (13909.130000 sec): 3 clusters
  Score: Raw -1128696.183236 + Penalty 2972.697452 = -1125723.485784
  nChanged 85
		SP:Iteration 20F (13909.370000 sec): 3 clusters
  Score: Raw -1128725.540890 + Penalty 2972.697452 = -1125752.843438
  nChanged 87
		SP:Iteration 21Q (13909.590000 sec): 3 clusters
  Score: Raw -1128753.677152 + Penalty 2972.697452 = -1125780.979700
  nChanged 56
		SP:Iteration 22Q (13909.810000 sec): 3 clusters
  Score: Raw -1128769.769228 + Penalty 2972.697452 = -1125797.071777
  nChanged 51
		SP:Iteration 23Q (13910.030000 sec): 3 clusters
  Score: Raw -1128785.032652 + Penalty 2972.697452 = -1125812.335200
  nChanged 52
		SP:Iteration 24Q (13910.270000 sec): 3 clusters
  Score: Raw -1128800.378051 + Penalty 2972.697452 = -1125827.680599
  nChanged 45
		SP:Iteration 25Q (13910.480000 sec): 3 clusters
  Score: Raw -1128815.973039 + Penalty 2972.697452 = -1125843.275587
  nChanged 44
		SP:Iteration 26Q (13910.720000 sec): 3 clusters
  Score: Raw -1128830.485876 + Penalty 2972.697452 = -1125857.788424
  nChanged 37
		SP:Iteration 27Q (13910.950000 sec): 3 clusters
  Score: Raw -1128839.956336 + Penalty 2972.697452 = -1125867.258884
  nChanged 25
		SP:Iteration 28Q (13911.160000 sec): 3 clusters
  Score: Raw -1128846.892113 + Penalty 2972.697452 = -1125874.194661
  nChanged 30
		SP:Iteration 29Q (13911.370000 sec): 3 clusters
  Score: Raw -1128855.047282 + Penalty 2972.697452 = -1125882.349830
  nChanged 27
		SP:Iteration 30Q (13911.660000 sec): 3 clusters
  Score: Raw -1128862.333387 + Penalty 2972.697452 = -1125889.635936
  nChanged 21
		SP:Iteration 31Q (13911.870000 sec): 3 clusters
  Score: Raw -1128868.653449 + Penalty 2972.697452 = -1125895.955997
  nChanged 19
		SP:Iteration 32Q (13912.090000 sec): 3 clusters
  Score: Raw -1128873.407362 + Penalty 2972.697452 = -1125900.709910
  nChanged 15
		SP:Iteration 33Q (13912.300000 sec): 3 clusters
  Score: Raw -1128876.790371 + Penalty 2972.697452 = -1125904.092919
  nChanged 11
		SP:Iteration 34Q (13912.600000 sec): 3 clusters
  Score: Raw -1128879.100045 + Penalty 2972.697452 = -1125906.402593
  nChanged 13
		SP:Iteration 35Q (13912.800000 sec): 3 clusters
  Score: Raw -1128881.332373 + Penalty 2972.697452 = -1125908.634921
  nChanged 7
		SP:Iteration 36Q (13912.980000 sec): 3 clusters
  Score: Raw -1128883.284448 + Penalty 2972.697452 = -1125910.586996
  nChanged 5
		SP:Iteration 37Q (13913.270000 sec): 3 clusters
  Score: Raw -1128884.373721 + Penalty 2972.697452 = -1125911.676269
  nChanged 4
		SP:Iteration 38Q (13913.490000 sec): 3 clusters
  Score: Raw -1128884.789543 + Penalty 2972.697452 = -1125912.092091
  nChanged 0
		SP:Iteration 39F (13913.700000 sec): 3 clusters
  Score: Raw -1128884.789543 + Penalty 2972.697452 = -1125912.092091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13913.860000 sec): 2 clusters
  Score: Raw -1225058.082676 + Penalty 1498.891448 = -1223559.191228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13914.160000 sec): 3 clusters
  Score: Raw -1219330.641129 + Penalty 2997.782897 = -1216332.858232
  nChanged 4298
		SP:Iteration 1F (13914.390000 sec): 3 clusters
  Score: Raw -1221631.541879 + Penalty 2997.782897 = -1218633.758982
  nChanged 658
		SP:Iteration 2F (13914.620000 sec): 3 clusters
  Score: Raw -1221933.936125 + Penalty 2997.782897 = -1218936.153228
  nChanged 551
		SP:Iteration 3F (13914.880000 sec): 3 clusters
  Score: Raw -1222190.053308 + Penalty 2997.782897 = -1219192.270411
  nChanged 489
		SP:Iteration 4Q (13915.100000 sec): 3 clusters
  Score: Raw -1222411.063728 + Penalty 2997.782897 = -1219413.280831
  nChanged 422
		SP:Iteration 5Q (13915.360000 sec): 3 clusters
  Score: Raw -1222609.240387 + Penalty 2997.782897 = -1219611.457490
  nChanged 421
		SP:Iteration 6Q (13915.640000 sec): 3 clusters
  Score: Raw -1222813.093193 + Penalty 2997.782897 = -1219815.310296
  nChanged 408
		SP:Iteration 7Q (13915.910000 sec): 3 clusters
  Score: Raw -1222995.205923 + Penalty 2997.782897 = -1219997.423026
  nChanged 374
		SP:Iteration 8Q (13916.140000 sec): 3 clusters
  Score: Raw -1223164.434148 + Penalty 2997.782897 = -1220166.651251
  nChanged 349
		SP:Iteration 9Q (13916.380000 sec): 3 clusters
  Score: Raw -1223319.067400 + Penalty 2997.782897 = -1220321.284503
  nChanged 281
		SP:Iteration 10Q (13916.620000 sec): 3 clusters
  Score: Raw -1223446.234835 + Penalty 2997.782897 = -1220448.451938
  nChanged 283
		SP:Iteration 11Q (13916.890000 sec): 3 clusters
  Score: Raw -1223572.079335 + Penalty 2997.782897 = -1220574.296438
  nChanged 289
		SP:Iteration 12Q (13917.160000 sec): 3 clusters
  Score: Raw -1223704.203539 + Penalty 2997.782897 = -1220706.420642
  nChanged 249
		SP:Iteration 13Q (13917.370000 sec): 3 clusters
  Score: Raw -1223824.084462 + Penalty 2997.782897 = -1220826.301565
  nChanged 253
		SP:Iteration 14Q (13917.630000 sec): 3 clusters
  Score: Raw -1223937.099178 + Penalty 2997.782897 = -1220939.316281
  nChanged 226
		SP:Iteration 15Q (13917.850000 sec): 3 clusters
  Score: Raw -1224034.896934 + Penalty 2997.782897 = -1221037.114037
  nChanged 191
		SP:Iteration 16Q (13918.160000 sec): 3 clusters
  Score: Raw -1224097.391294 + Penalty 2997.782897 = -1221099.608397
  nChanged 120
		SP:Iteration 17Q (13918.390000 sec): 3 clusters
  Score: Raw -1224127.690570 + Penalty 2997.782897 = -1221129.907673
  nChanged 87
		SP:Iteration 18Q (13918.620000 sec): 3 clusters
  Score: Raw -1224147.655775 + Penalty 2997.782897 = -1221149.872878
  nChanged 71
		SP:Iteration 19Q (13918.810000 sec): 3 clusters
  Score: Raw -1224163.357845 + Penalty 2997.782897 = -1221165.574948
  nChanged 64
		SP:Iteration 20F (13919.060000 sec): 3 clusters
  Score: Raw -1224176.290230 + Penalty 2997.782897 = -1221178.507333
  nChanged 57
		SP:Iteration 21Q (13919.240000 sec): 3 clusters
  Score: Raw -1224186.927990 + Penalty 2997.782897 = -1221189.145093
  nChanged 52
		SP:Iteration 22Q (13919.450000 sec): 3 clusters
  Score: Raw -1224197.233837 + Penalty 2997.782897 = -1221199.450940
  nChanged 65
		SP:Iteration 23Q (13919.660000 sec): 3 clusters
  Score: Raw -1224211.382003 + Penalty 2997.782897 = -1221213.599106
  nChanged 69
		SP:Iteration 24Q (13919.880000 sec): 3 clusters
  Score: Raw -1224227.804082 + Penalty 2997.782897 = -1221230.021185
  nChanged 72
		SP:Iteration 25Q (13920.070000 sec): 3 clusters
  Score: Raw -1224243.888550 + Penalty 2997.782897 = -1221246.105653
  nChanged 77
		SP:Iteration 26Q (13920.290000 sec): 3 clusters
  Score: Raw -1224262.792103 + Penalty 2997.782897 = -1221265.009206
  nChanged 78
		SP:Iteration 27Q (13920.490000 sec): 3 clusters
  Score: Raw -1224284.267283 + Penalty 2997.782897 = -1221286.484386
  nChanged 79
		SP:Iteration 28Q (13920.720000 sec): 3 clusters
  Score: Raw -1224307.984764 + Penalty 2997.782897 = -1221310.201867
  nChanged 91
		SP:Iteration 29Q (13920.940000 sec): 3 clusters
  Score: Raw -1224334.818187 + Penalty 2997.782897 = -1221337.035290
  nChanged 92
		SP:Iteration 30Q (13921.120000 sec): 3 clusters
  Score: Raw -1224360.541616 + Penalty 2997.782897 = -1221362.758719
  nChanged 83
		SP:Iteration 31Q (13921.390000 sec): 3 clusters
  Score: Raw -1224384.184335 + Penalty 2997.782897 = -1221386.401438
  nChanged 89
		SP:Iteration 32Q (13921.620000 sec): 3 clusters
  Score: Raw -1224412.257483 + Penalty 2997.782897 = -1221414.474586
  nChanged 88
		SP:Iteration 33Q (13921.840000 sec): 3 clusters
  Score: Raw -1224441.757198 + Penalty 2997.782897 = -1221443.974301
  nChanged 97
		SP:Iteration 34Q (13922.040000 sec): 3 clusters
  Score: Raw -1224473.272084 + Penalty 2997.782897 = -1221475.489187
  nChanged 95
		SP:Iteration 35Q (13922.310000 sec): 3 clusters
  Score: Raw -1224505.836317 + Penalty 2997.782897 = -1221508.053420
  nChanged 93
		SP:Iteration 36Q (13922.530000 sec): 3 clusters
  Score: Raw -1224539.083777 + Penalty 2997.782897 = -1221541.300880
  nChanged 98
		SP:Iteration 37Q (13922.730000 sec): 3 clusters
  Score: Raw -1224571.939393 + Penalty 2997.782897 = -1221574.156496
  nChanged 89
		SP:Iteration 38Q (13923.000000 sec): 3 clusters
  Score: Raw -1224600.359687 + Penalty 2997.782897 = -1221602.576790
  nChanged 87
		SP:Iteration 39Q (13923.210000 sec): 3 clusters
  Score: Raw -1224630.195737 + Penalty 2997.782897 = -1221632.412840
  nChanged 89
		SP:Iteration 40F (13923.460000 sec): 3 clusters
  Score: Raw -1224657.802295 + Penalty 2997.782897 = -1221660.019398
  nChanged 83
		SP:Iteration 41Q (13923.690000 sec): 3 clusters
  Score: Raw -1224688.186824 + Penalty 2997.782897 = -1221690.403927
  nChanged 78
		SP:Iteration 42Q (13923.960000 sec): 3 clusters
  Score: Raw -1224713.182335 + Penalty 2997.782897 = -1221715.399438
  nChanged 66
		SP:Iteration 43Q (13924.220000 sec): 3 clusters
  Score: Raw -1224735.625991 + Penalty 2997.782897 = -1221737.843094
  nChanged 83
		SP:Iteration 44Q (13924.470000 sec): 3 clusters
  Score: Raw -1224762.560954 + Penalty 2997.782897 = -1221764.778057
  nChanged 74
		SP:Iteration 45Q (13924.760000 sec): 3 clusters
  Score: Raw -1224788.138157 + Penalty 2997.782897 = -1221790.355260
  nChanged 67
		SP:Iteration 46Q (13924.980000 sec): 3 clusters
  Score: Raw -1224816.091732 + Penalty 2997.782897 = -1221818.308835
  nChanged 76
		SP:Iteration 47Q (13925.140000 sec): 3 clusters
  Score: Raw -1224851.639297 + Penalty 2997.782897 = -1221853.856400
  nChanged 88
		SP:Iteration 48Q (13925.380000 sec): 3 clusters
  Score: Raw -1224896.835840 + Penalty 2997.782897 = -1221899.052943
  nChanged 77
		SP:Iteration 49Q (13925.610000 sec): 3 clusters
  Score: Raw -1224938.189541 + Penalty 2997.782897 = -1221940.406644
  nChanged 87
		SP:Iteration 50Q (13925.850000 sec): 3 clusters
  Score: Raw -1224979.392284 + Penalty 2997.782897 = -1221981.609387
  nChanged 76
		SP:Iteration 51Q (13926.080000 sec): 3 clusters
  Score: Raw -1225013.997275 + Penalty 2997.782897 = -1222016.214378
  nChanged 68
		SP:Iteration 52Q (13926.290000 sec): 3 clusters
  Score: Raw -1225047.289595 + Penalty 2997.782897 = -1222049.506698
  nChanged 65
		SP:Iteration 53Q (13926.510000 sec): 3 clusters
  Score: Raw -1225072.200557 + Penalty 2997.782897 = -1222074.417660
  nChanged 60
		SP:Iteration 54Q (13926.770000 sec): 3 clusters
  Score: Raw -1225102.376072 + Penalty 2997.782897 = -1222104.593175
  nChanged 61
		SP:Iteration 55Q (13927.040000 sec): 3 clusters
  Score: Raw -1225130.490057 + Penalty 2997.782897 = -1222132.707160
  nChanged 53
		SP:Iteration 56Q (13927.220000 sec): 3 clusters
  Score: Raw -1225150.943428 + Penalty 2997.782897 = -1222153.160531
  nChanged 42
		SP:Iteration 57Q (13927.440000 sec): 3 clusters
  Score: Raw -1225168.670030 + Penalty 2997.782897 = -1222170.887133
  nChanged 42
		SP:Iteration 58Q (13927.650000 sec): 3 clusters
  Score: Raw -1225189.145435 + Penalty 2997.782897 = -1222191.362538
  nChanged 35
		SP:Iteration 59Q (13927.910000 sec): 3 clusters
  Score: Raw -1225206.674185 + Penalty 2997.782897 = -1222208.891288
  nChanged 35
		SP:Iteration 60F (13928.180000 sec): 3 clusters
  Score: Raw -1225217.640275 + Penalty 2997.782897 = -1222219.857378
  nChanged 22
		SP:Iteration 61Q (13928.420000 sec): 3 clusters
  Score: Raw -1225224.476806 + Penalty 2997.782897 = -1222226.693909
  nChanged 23
		SP:Iteration 62Q (13928.640000 sec): 3 clusters
  Score: Raw -1225231.728270 + Penalty 2997.782897 = -1222233.945373
  nChanged 18
		SP:Iteration 63Q (13928.870000 sec): 3 clusters
  Score: Raw -1225238.307892 + Penalty 2997.782897 = -1222240.524995
  nChanged 18
		SP:Iteration 64Q (13929.080000 sec): 3 clusters
  Score: Raw -1225244.308798 + Penalty 2997.782897 = -1222246.525901
  nChanged 14
		SP:Iteration 65Q (13929.290000 sec): 3 clusters
  Score: Raw -1225247.929781 + Penalty 2997.782897 = -1222250.146884
  nChanged 10
		SP:Iteration 66Q (13929.490000 sec): 3 clusters
  Score: Raw -1225252.334828 + Penalty 2997.782897 = -1222254.551931
  nChanged 6
		SP:Iteration 67Q (13929.730000 sec): 3 clusters
  Score: Raw -1225255.024141 + Penalty 2997.782897 = -1222257.241244
  nChanged 12
		SP:Iteration 68Q (13929.950000 sec): 3 clusters
  Score: Raw -1225258.981856 + Penalty 2997.782897 = -1222261.198959
  nChanged 10
		SP:Iteration 69Q (13930.160000 sec): 3 clusters
  Score: Raw -1225262.509321 + Penalty 2997.782897 = -1222264.726424
  nChanged 7
		SP:Iteration 70Q (13930.370000 sec): 3 clusters
  Score: Raw -1225265.507853 + Penalty 2997.782897 = -1222267.724956
  nChanged 8
		SP:Iteration 71Q (13930.590000 sec): 3 clusters
  Score: Raw -1225267.722288 + Penalty 2997.782897 = -1222269.939391
  nChanged 6
		SP:Iteration 72Q (13930.800000 sec): 3 clusters
  Score: Raw -1225269.388503 + Penalty 2997.782897 = -1222271.605606
  nChanged 10
		SP:Iteration 73Q (13931.010000 sec): 3 clusters
  Score: Raw -1225271.793488 + Penalty 2997.782897 = -1222274.010591
  nChanged 11
		SP:Iteration 74Q (13931.230000 sec): 3 clusters
  Score: Raw -1225276.221169 + Penalty 2997.782897 = -1222278.438272
  nChanged 15
		SP:Iteration 75Q (13931.410000 sec): 3 clusters
  Score: Raw -1225281.869455 + Penalty 2997.782897 = -1222284.086558
  nChanged 19
		SP:Iteration 76Q (13931.670000 sec): 3 clusters
  Score: Raw -1225287.751822 + Penalty 2997.782897 = -1222289.968925
  nChanged 17
		SP:Iteration 77Q (13931.890000 sec): 3 clusters
  Score: Raw -1225293.145768 + Penalty 2997.782897 = -1222295.362871
  nChanged 12
		SP:Iteration 78Q (13932.140000 sec): 3 clusters
  Score: Raw -1225297.836914 + Penalty 2997.782897 = -1222300.054017
  nChanged 21
		SP:Iteration 79Q (13932.320000 sec): 3 clusters
  Score: Raw -1225313.307999 + Penalty 2997.782897 = -1222315.525102
  nChanged 28
		SP:Iteration 80F (13932.560000 sec): 3 clusters
  Score: Raw -1225331.000075 + Penalty 2997.782897 = -1222333.217178
  nChanged 25
		SP:Iteration 81Q (13932.770000 sec): 3 clusters
  Score: Raw -1225344.382572 + Penalty 2997.782897 = -1222346.599675
  nChanged 22
		SP:Iteration 82Q (13933.020000 sec): 3 clusters
  Score: Raw -1225354.905357 + Penalty 2997.782897 = -1222357.122460
  nChanged 18
		SP:Iteration 83Q (13933.230000 sec): 3 clusters
  Score: Raw -1225362.464780 + Penalty 2997.782897 = -1222364.681883
  nChanged 16
		SP:Iteration 84Q (13933.460000 sec): 3 clusters
  Score: Raw -1225371.334793 + Penalty 2997.782897 = -1222373.551896
  nChanged 13
		SP:Iteration 85Q (13933.710000 sec): 3 clusters
  Score: Raw -1225378.339435 + Penalty 2997.782897 = -1222380.556538
  nChanged 22
		SP:Iteration 86Q (13933.970000 sec): 3 clusters
  Score: Raw -1225392.371874 + Penalty 2997.782897 = -1222394.588977
  nChanged 23
		SP:Iteration 87Q (13934.180000 sec): 3 clusters
  Score: Raw -1225406.459095 + Penalty 2997.782897 = -1222408.676198
  nChanged 27
		SP:Iteration 88Q (13934.410000 sec): 3 clusters
  Score: Raw -1225420.523922 + Penalty 2997.782897 = -1222422.741025
  nChanged 26
		SP:Iteration 89Q (13934.640000 sec): 3 clusters
  Score: Raw -1225430.624226 + Penalty 2997.782897 = -1222432.841329
  nChanged 16
		SP:Iteration 90Q (13934.880000 sec): 3 clusters
  Score: Raw -1225436.799373 + Penalty 2997.782897 = -1222439.016476
  nChanged 17
		SP:Iteration 91Q (13935.150000 sec): 3 clusters
  Score: Raw -1225442.225804 + Penalty 2997.782897 = -1222444.442907
  nChanged 12
		SP:Iteration 92Q (13935.400000 sec): 3 clusters
  Score: Raw -1225446.241101 + Penalty 2997.782897 = -1222448.458204
  nChanged 13
		SP:Iteration 93Q (13935.620000 sec): 3 clusters
  Score: Raw -1225451.793248 + Penalty 2997.782897 = -1222454.010351
  nChanged 13
		SP:Iteration 94Q (13935.870000 sec): 3 clusters
  Score: Raw -1225456.180749 + Penalty 2997.782897 = -1222458.397852
  nChanged 8
		SP:Iteration 95Q (13936.070000 sec): 3 clusters
  Score: Raw -1225459.044816 + Penalty 2997.782897 = -1222461.261919
  nChanged 7
		SP:Iteration 96Q (13936.280000 sec): 3 clusters
  Score: Raw -1225462.720394 + Penalty 2997.782897 = -1222464.937497
  nChanged 8
		SP:Iteration 97Q (13936.470000 sec): 3 clusters
  Score: Raw -1225466.667224 + Penalty 2997.782897 = -1222468.884327
  nChanged 11
		SP:Iteration 98Q (13936.700000 sec): 3 clusters
  Score: Raw -1225470.365557 + Penalty 2997.782897 = -1222472.582660
  nChanged 5
		SP:Iteration 99Q (13936.870000 sec): 3 clusters
  Score: Raw -1225472.149080 + Penalty 2997.782897 = -1222474.366183
  nChanged 3
		SP:Iteration 100F (13937.080000 sec): 3 clusters
  Score: Raw -1225473.233651 + Penalty 2997.782897 = -1222475.450754
  nChanged 3
		SP:Iteration 101Q (13937.290000 sec): 3 clusters
  Score: Raw -1225474.313053 + Penalty 2997.782897 = -1222476.530156
  nChanged 5
		SP:Iteration 102Q (13937.510000 sec): 3 clusters
  Score: Raw -1225477.110388 + Penalty 2997.782897 = -1222479.327491
  nChanged 8
		SP:Iteration 103Q (13937.730000 sec): 3 clusters
  Score: Raw -1225480.860850 + Penalty 2997.782897 = -1222483.077953
  nChanged 11
		SP:Iteration 104Q (13938.030000 sec): 3 clusters
  Score: Raw -1225485.569525 + Penalty 2997.782897 = -1222487.786628
  nChanged 12
		SP:Iteration 105Q (13938.270000 sec): 3 clusters
  Score: Raw -1225492.318763 + Penalty 2997.782897 = -1222494.535866
  nChanged 9
		SP:Iteration 106Q (13938.450000 sec): 3 clusters
  Score: Raw -1225496.509795 + Penalty 2997.782897 = -1222498.726898
  nChanged 14
		SP:Iteration 107Q (13938.670000 sec): 3 clusters
  Score: Raw -1225502.579413 + Penalty 2997.782897 = -1222504.796516
  nChanged 5
		SP:Iteration 108Q (13938.890000 sec): 3 clusters
  Score: Raw -1225504.904765 + Penalty 2997.782897 = -1222507.121868
  nChanged 5
		SP:Iteration 109Q (13939.080000 sec): 3 clusters
  Score: Raw -1225509.263228 + Penalty 2997.782897 = -1222511.480331
  nChanged 8
		SP:Iteration 110Q (13939.300000 sec): 3 clusters
  Score: Raw -1225512.513052 + Penalty 2997.782897 = -1222514.730155
  nChanged 6
		SP:Iteration 111Q (13939.520000 sec): 3 clusters
  Score: Raw -1225515.503941 + Penalty 2997.782897 = -1222517.721044
  nChanged 5
		SP:Iteration 112Q (13939.760000 sec): 3 clusters
  Score: Raw -1225516.965934 + Penalty 2997.782897 = -1222519.183037
  nChanged 5
		SP:Iteration 113Q (13939.950000 sec): 3 clusters
  Score: Raw -1225519.431311 + Penalty 2997.782897 = -1222521.648414
  nChanged 5
		SP:Iteration 114Q (13940.170000 sec): 3 clusters
  Score: Raw -1225520.854345 + Penalty 2997.782897 = -1222523.071448
  nChanged 2
		SP:Iteration 115Q (13940.370000 sec): 3 clusters
  Score: Raw -1225521.304272 + Penalty 2997.782897 = -1222523.521375
  nChanged 1
		SP:Iteration 116Q (13940.600000 sec): 3 clusters
  Score: Raw -1225521.589254 + Penalty 2997.782897 = -1222523.806357
  nChanged 0
		SP:Iteration 117F (13940.830000 sec): 3 clusters
  Score: Raw -1225521.589254 + Penalty 2997.782897 = -1222523.806357
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (24651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13941.080000 sec): 2 clusters
  Score: Raw -2892807.846368 + Penalty 1643.293071 = -2891164.553296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13941.400000 sec): 3 clusters
  Score: Raw -2877849.007012 + Penalty 3286.586143 = -2874562.420869
  nChanged 11196
		SP:Iteration 1F (13941.700000 sec): 3 clusters
  Score: Raw -2884117.726285 + Penalty 3286.586143 = -2880831.140143
  nChanged 1152
		SP:Iteration 2Q (13942.080000 sec): 3 clusters
  Score: Raw -2884573.038107 + Penalty 3286.586143 = -2881286.451964
  nChanged 1189
		SP:Iteration 3Q (13942.420000 sec): 3 clusters
  Score: Raw -2885110.847218 + Penalty 3286.586143 = -2881824.261075
  nChanged 1255
		SP:Iteration 4F (13942.690000 sec): 3 clusters
  Score: Raw -2885824.254255 + Penalty 3286.586143 = -2882537.668113
  nChanged 1445
		SP:Iteration 5F (13942.990000 sec): 3 clusters
  Score: Raw -2886714.675508 + Penalty 3286.586143 = -2883428.089365
  nChanged 1514
		SP:Iteration 6F (13943.350000 sec): 3 clusters
  Score: Raw -2887685.233993 + Penalty 3286.586143 = -2884398.647850
  nChanged 1482
		SP:Iteration 7F (13943.640000 sec): 3 clusters
  Score: Raw -2888684.307733 + Penalty 3286.586143 = -2885397.721590
  nChanged 1276
		SP:Iteration 8F (13943.950000 sec): 3 clusters
  Score: Raw -2889504.670359 + Penalty 3286.586143 = -2886218.084217
  nChanged 1057
		SP:Iteration 9Q (13944.180000 sec): 3 clusters
  Score: Raw -2890110.910012 + Penalty 3286.586143 = -2886824.323869
  nChanged 831
		SP:Iteration 10Q (13944.490000 sec): 3 clusters
  Score: Raw -2890571.104130 + Penalty 3286.586143 = -2887284.517987
  nChanged 666
		SP:Iteration 11Q (13944.820000 sec): 3 clusters
  Score: Raw -2890922.598864 + Penalty 3286.586143 = -2887636.012721
  nChanged 639
		SP:Iteration 12Q (13945.120000 sec): 3 clusters
  Score: Raw -2891254.603729 + Penalty 3286.586143 = -2887968.017587
  nChanged 599
		SP:Iteration 13Q (13945.470000 sec): 3 clusters
  Score: Raw -2891566.658220 + Penalty 3286.586143 = -2888280.072077
  nChanged 559
		SP:Iteration 14Q (13945.720000 sec): 3 clusters
  Score: Raw -2891892.213800 + Penalty 3286.586143 = -2888605.627658
  nChanged 546
		SP:Iteration 15Q (13946.030000 sec): 3 clusters
  Score: Raw -2892210.163364 + Penalty 3286.586143 = -2888923.577221
  nChanged 477
		SP:Iteration 16Q (13946.380000 sec): 3 clusters
  Score: Raw -2892488.496855 + Penalty 3286.586143 = -2889201.910713
  nChanged 410
		SP:Iteration 17Q (13946.700000 sec): 3 clusters
  Score: Raw -2892713.330596 + Penalty 3286.586143 = -2889426.744454
  nChanged 330
		SP:Iteration 18Q (13947.090000 sec): 3 clusters
  Score: Raw -2892878.526381 + Penalty 3286.586143 = -2889591.940239
  nChanged 247
		SP:Iteration 19Q (13947.360000 sec): 3 clusters
  Score: Raw -2892979.840266 + Penalty 3286.586143 = -2889693.254123
  nChanged 203
		SP:Iteration 20F (13947.650000 sec): 3 clusters
  Score: Raw -2893058.680394 + Penalty 3286.586143 = -2889772.094252
  nChanged 190
		SP:Iteration 21Q (13947.970000 sec): 3 clusters
  Score: Raw -2893129.873251 + Penalty 3286.586143 = -2889843.287109
  nChanged 152
		SP:Iteration 22Q (13948.300000 sec): 3 clusters
  Score: Raw -2893188.268233 + Penalty 3286.586143 = -2889901.682090
  nChanged 147
		SP:Iteration 23Q (13948.580000 sec): 3 clusters
  Score: Raw -2893241.309674 + Penalty 3286.586143 = -2889954.723531
  nChanged 121
		SP:Iteration 24Q (13948.890000 sec): 3 clusters
  Score: Raw -2893280.657191 + Penalty 3286.586143 = -2889994.071048
  nChanged 100
		SP:Iteration 25Q (13949.240000 sec): 3 clusters
  Score: Raw -2893306.548017 + Penalty 3286.586143 = -2890019.961874
  nChanged 74
		SP:Iteration 26Q (13949.520000 sec): 3 clusters
  Score: Raw -2893323.942496 + Penalty 3286.586143 = -2890037.356353
  nChanged 51
		SP:Iteration 27Q (13949.790000 sec): 3 clusters
  Score: Raw -2893334.732260 + Penalty 3286.586143 = -2890048.146118
  nChanged 51
		SP:Iteration 28Q (13950.100000 sec): 3 clusters
  Score: Raw -2893346.202400 + Penalty 3286.586143 = -2890059.616257
  nChanged 45
		SP:Iteration 29Q (13950.400000 sec): 3 clusters
  Score: Raw -2893355.832856 + Penalty 3286.586143 = -2890069.246713
  nChanged 40
		SP:Iteration 30Q (13950.710000 sec): 3 clusters
  Score: Raw -2893363.078436 + Penalty 3286.586143 = -2890076.492294
  nChanged 33
		SP:Iteration 31Q (13951.050000 sec): 3 clusters
  Score: Raw -2893370.462106 + Penalty 3286.586143 = -2890083.875963
  nChanged 29
		SP:Iteration 32Q (13951.400000 sec): 3 clusters
  Score: Raw -2893375.298112 + Penalty 3286.586143 = -2890088.711970
  nChanged 23
		SP:Iteration 33Q (13951.700000 sec): 3 clusters
  Score: Raw -2893379.377510 + Penalty 3286.586143 = -2890092.791368
  nChanged 17
		SP:Iteration 34Q (13952.040000 sec): 3 clusters
  Score: Raw -2893382.032428 + Penalty 3286.586143 = -2890095.446286
  nChanged 20
		SP:Iteration 35Q (13952.350000 sec): 3 clusters
  Score: Raw -2893385.845868 + Penalty 3286.586143 = -2890099.259725
  nChanged 16
		SP:Iteration 36Q (13952.640000 sec): 3 clusters
  Score: Raw -2893388.105034 + Penalty 3286.586143 = -2890101.518891
  nChanged 14
		SP:Iteration 37Q (13952.910000 sec): 3 clusters
  Score: Raw -2893390.127989 + Penalty 3286.586143 = -2890103.541846
  nChanged 8
		SP:Iteration 38Q (13953.220000 sec): 3 clusters
  Score: Raw -2893391.307898 + Penalty 3286.586143 = -2890104.721755
  nChanged 4
		SP:Iteration 39Q (13953.560000 sec): 3 clusters
  Score: Raw -2893392.120193 + Penalty 3286.586143 = -2890105.534051
  nChanged 3
		SP:Iteration 40F (13953.880000 sec): 3 clusters
  Score: Raw -2893392.508118 + Penalty 3286.586143 = -2890105.921975
  nChanged 1
		SP:Iteration 41Q (13954.200000 sec): 3 clusters
  Score: Raw -2893392.572088 + Penalty 3286.586143 = -2890105.985946
  nChanged 3
		SP:Iteration 42Q (13954.520000 sec): 3 clusters
  Score: Raw -2893392.856441 + Penalty 3286.586143 = -2890106.270298
  nChanged 2
		SP:Iteration 43Q (13954.820000 sec): 3 clusters
  Score: Raw -2893392.991460 + Penalty 3286.586143 = -2890106.405317
  nChanged 1
		SP:Iteration 44Q (13955.160000 sec): 3 clusters
  Score: Raw -2893393.206986 + Penalty 3286.586143 = -2890106.620844
  nChanged 1
		SP:Iteration 45Q (13955.500000 sec): 3 clusters
  Score: Raw -2893393.268202 + Penalty 3286.586143 = -2890106.682059
  nChanged 1
		SP:Iteration 46Q (13955.810000 sec): 3 clusters
  Score: Raw -2893393.313492 + Penalty 3286.586143 = -2890106.727350
  nChanged 0
		SP:Iteration 47F (13956.140000 sec): 3 clusters
  Score: Raw -2893393.313492 + Penalty 3286.586143 = -2890106.727350
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (7141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13956.300000 sec): 2 clusters
  Score: Raw -857680.945915 + Penalty 1441.961317 = -856238.984599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13956.520000 sec): 3 clusters
  Score: Raw -853777.289631 + Penalty 2883.922633 = -850893.366998
  nChanged 3023
		SP:Iteration 1F (13956.700000 sec): 3 clusters
  Score: Raw -855453.446039 + Penalty 2883.922633 = -852569.523406
  nChanged 534
		SP:Iteration 2F (13956.910000 sec): 3 clusters
  Score: Raw -855779.864045 + Penalty 2883.922633 = -852895.941412
  nChanged 505
		SP:Iteration 3F (13957.170000 sec): 3 clusters
  Score: Raw -856134.135681 + Penalty 2883.922633 = -853250.213048
  nChanged 478
		SP:Iteration 4F (13957.410000 sec): 3 clusters
  Score: Raw -856471.471919 + Penalty 2883.922633 = -853587.549286
  nChanged 419
		SP:Iteration 5F (13957.610000 sec): 3 clusters
  Score: Raw -856767.693056 + Penalty 2883.922633 = -853883.770423
  nChanged 373
		SP:Iteration 6F (13957.850000 sec): 3 clusters
  Score: Raw -857040.505018 + Penalty 2883.922633 = -854156.582385
  nChanged 321
		SP:Iteration 7Q (13958.060000 sec): 3 clusters
  Score: Raw -857248.960820 + Penalty 2883.922633 = -854365.038187
  nChanged 290
		SP:Iteration 8Q (13958.250000 sec): 3 clusters
  Score: Raw -857450.724911 + Penalty 2883.922633 = -854566.802278
  nChanged 240
		SP:Iteration 9Q (13958.490000 sec): 3 clusters
  Score: Raw -857592.802882 + Penalty 2883.922633 = -854708.880249
  nChanged 186
		SP:Iteration 10Q (13958.690000 sec): 3 clusters
  Score: Raw -857699.045007 + Penalty 2883.922633 = -854815.122374
  nChanged 167
		SP:Iteration 11Q (13958.910000 sec): 3 clusters
  Score: Raw -857789.499372 + Penalty 2883.922633 = -854905.576739
  nChanged 155
		SP:Iteration 12Q (13959.120000 sec): 3 clusters
  Score: Raw -857870.462445 + Penalty 2883.922633 = -854986.539812
  nChanged 145
		SP:Iteration 13Q (13959.310000 sec): 3 clusters
  Score: Raw -857939.430877 + Penalty 2883.922633 = -855055.508244
  nChanged 130
		SP:Iteration 14Q (13959.530000 sec): 3 clusters
  Score: Raw -857996.120635 + Penalty 2883.922633 = -855112.198002
  nChanged 120
		SP:Iteration 15Q (13959.770000 sec): 3 clusters
  Score: Raw -858046.055149 + Penalty 2883.922633 = -855162.132516
  nChanged 118
		SP:Iteration 16Q (13959.980000 sec): 3 clusters
  Score: Raw -858091.618275 + Penalty 2883.922633 = -855207.695642
  nChanged 101
		SP:Iteration 17Q (13960.180000 sec): 3 clusters
  Score: Raw -858136.520258 + Penalty 2883.922633 = -855252.597625
  nChanged 105
		SP:Iteration 18Q (13960.390000 sec): 3 clusters
  Score: Raw -858180.575880 + Penalty 2883.922633 = -855296.653247
  nChanged 109
		SP:Iteration 19Q (13960.610000 sec): 3 clusters
  Score: Raw -858226.833300 + Penalty 2883.922633 = -855342.910667
  nChanged 104
		SP:Iteration 20F (13960.780000 sec): 3 clusters
  Score: Raw -858275.193425 + Penalty 2883.922633 = -855391.270792
  nChanged 104
		SP:Iteration 21Q (13960.970000 sec): 3 clusters
  Score: Raw -858318.716200 + Penalty 2883.922633 = -855434.793567
  nChanged 80
		SP:Iteration 22Q (13961.200000 sec): 3 clusters
  Score: Raw -858350.250115 + Penalty 2883.922633 = -855466.327482
  nChanged 76
		SP:Iteration 23Q (13961.400000 sec): 3 clusters
  Score: Raw -858377.683853 + Penalty 2883.922633 = -855493.761220
  nChanged 65
		SP:Iteration 24Q (13961.580000 sec): 3 clusters
  Score: Raw -858402.133211 + Penalty 2883.922633 = -855518.210578
  nChanged 67
		SP:Iteration 25Q (13961.770000 sec): 3 clusters
  Score: Raw -858427.725700 + Penalty 2883.922633 = -855543.803067
  nChanged 57
		SP:Iteration 26Q (13961.990000 sec): 3 clusters
  Score: Raw -858448.468171 + Penalty 2883.922633 = -855564.545538
  nChanged 51
		SP:Iteration 27Q (13962.220000 sec): 3 clusters
  Score: Raw -858465.170418 + Penalty 2883.922633 = -855581.247785
  nChanged 46
		SP:Iteration 28Q (13962.380000 sec): 3 clusters
  Score: Raw -858480.792209 + Penalty 2883.922633 = -855596.869576
  nChanged 44
		SP:Iteration 29Q (13962.580000 sec): 3 clusters
  Score: Raw -858498.444765 + Penalty 2883.922633 = -855614.522132
  nChanged 51
		SP:Iteration 30Q (13962.790000 sec): 3 clusters
  Score: Raw -858517.564010 + Penalty 2883.922633 = -855633.641377
  nChanged 33
		SP:Iteration 31Q (13962.960000 sec): 3 clusters
  Score: Raw -858530.081047 + Penalty 2883.922633 = -855646.158414
  nChanged 29
		SP:Iteration 32Q (13963.170000 sec): 3 clusters
  Score: Raw -858540.407463 + Penalty 2883.922633 = -855656.484830
  nChanged 25
		SP:Iteration 33Q (13963.380000 sec): 3 clusters
  Score: Raw -858547.055293 + Penalty 2883.922633 = -855663.132660
  nChanged 19
		SP:Iteration 34Q (13963.600000 sec): 3 clusters
  Score: Raw -858551.398897 + Penalty 2883.922633 = -855667.476264
  nChanged 15
		SP:Iteration 35Q (13963.820000 sec): 3 clusters
  Score: Raw -858557.011643 + Penalty 2883.922633 = -855673.089010
  nChanged 18
		SP:Iteration 36Q (13964.020000 sec): 3 clusters
  Score: Raw -858563.500600 + Penalty 2883.922633 = -855679.577967
  nChanged 15
		SP:Iteration 37Q (13964.220000 sec): 3 clusters
  Score: Raw -858567.578615 + Penalty 2883.922633 = -855683.655982
  nChanged 9
		SP:Iteration 38Q (13964.400000 sec): 3 clusters
  Score: Raw -858570.182827 + Penalty 2883.922633 = -855686.260194
  nChanged 3
		SP:Iteration 39Q (13964.600000 sec): 3 clusters
  Score: Raw -858570.672613 + Penalty 2883.922633 = -855686.749980
  nChanged 2
		SP:Iteration 40F (13964.830000 sec): 3 clusters
  Score: Raw -858570.984196 + Penalty 2883.922633 = -855687.061563
  nChanged 1
		SP:Iteration 41Q (13965.030000 sec): 3 clusters
  Score: Raw -858571.127696 + Penalty 2883.922633 = -855687.205063
  nChanged 1
		SP:Iteration 42Q (13965.300000 sec): 3 clusters
  Score: Raw -858571.304056 + Penalty 2883.922633 = -855687.381423
  nChanged 1
		SP:Iteration 43Q (13965.520000 sec): 3 clusters
  Score: Raw -858571.510795 + Penalty 2883.922633 = -855687.588162
  nChanged 0
		SP:Iteration 44F (13965.670000 sec): 3 clusters
  Score: Raw -858571.510795 + Penalty 2883.922633 = -855687.588162
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (1046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13965.830000 sec): 2 clusters
  Score: Raw -118446.104488 + Penalty 1129.818405 = -117316.286083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13965.980000 sec): 3 clusters
  Score: Raw -118159.572392 + Penalty 2259.636810 = -115899.935582
  nChanged 319
		SP:Iteration 1F (13966.120000 sec): 3 clusters
  Score: Raw -118573.132318 + Penalty 2259.636810 = -116313.495508
  nChanged 101
		SP:Iteration 2F (13966.290000 sec): 3 clusters
  Score: Raw -118853.386190 + Penalty 2259.636810 = -116593.749381
  nChanged 91
		SP:Iteration 3F (13966.460000 sec): 3 clusters
  Score: Raw -119187.340241 + Penalty 2259.636810 = -116927.703431
  nChanged 79
		SP:Iteration 4F (13966.600000 sec): 3 clusters
  Score: Raw -119497.339167 + Penalty 2259.636810 = -117237.702357
  nChanged 77
		SP:Iteration 5F (13966.740000 sec): 3 clusters
  Score: Raw -119816.107931 + Penalty 2259.636810 = -117556.471121
  nChanged 70
		SP:Iteration 6F (13966.930000 sec): 3 clusters
  Score: Raw -120319.922785 + Penalty 2259.636810 = -118060.285975
  nChanged 55
		SP:Iteration 7F (13967.070000 sec): 3 clusters
  Score: Raw -121531.061164 + Penalty 2259.636810 = -119271.424355
  nChanged 6
		SP:Iteration 8Q (13967.220000 sec): 3 clusters
  Score: Raw -122435.037710 + Penalty 2259.636810 = -120175.400901
  nChanged 0
		SP:Iteration 9F (13967.400000 sec): 3 clusters
  Score: Raw -122435.037710 + Penalty 2259.636810 = -120175.400901
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (1078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13967.530000 sec): 2 clusters
  Score: Raw -113526.818179 + Penalty 1134.715197 = -112392.102982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13967.690000 sec): 3 clusters
  Score: Raw -113240.832981 + Penalty 2269.430394 = -110971.402587
  nChanged 341
		SP:Iteration 1F (13967.840000 sec): 3 clusters
  Score: Raw -113796.754748 + Penalty 2269.430394 = -111527.324354
  nChanged 137
		SP:Iteration 2F (13967.980000 sec): 3 clusters
  Score: Raw -114242.711461 + Penalty 2269.430394 = -111973.281066
  nChanged 101
		SP:Iteration 3F (13968.180000 sec): 3 clusters
  Score: Raw -114702.960905 + Penalty 2269.430394 = -112433.530511
  nChanged 67
		SP:Iteration 4F (13968.330000 sec): 3 clusters
  Score: Raw -114933.738751 + Penalty 2269.430394 = -112664.308357
  nChanged 30
		SP:Iteration 5Q (13968.470000 sec): 3 clusters
  Score: Raw -114991.640556 + Penalty 2269.430394 = -112722.210162
  nChanged 16
		SP:Iteration 6Q (13968.610000 sec): 3 clusters
  Score: Raw -115011.917555 + Penalty 2269.430394 = -112742.487161
  nChanged 14
		SP:Iteration 7Q (13968.760000 sec): 3 clusters
  Score: Raw -115027.388411 + Penalty 2269.430394 = -112757.958017
  nChanged 6
		SP:Iteration 8Q (13968.960000 sec): 3 clusters
  Score: Raw -115032.916199 + Penalty 2269.430394 = -112763.485805
  nChanged 1
		SP:Iteration 9Q (13969.170000 sec): 3 clusters
  Score: Raw -115033.694996 + Penalty 2269.430394 = -112764.264602
  nChanged 0
		SP:Iteration 10F (13969.340000 sec): 3 clusters
  Score: Raw -115033.694996 + Penalty 2269.430394 = -112764.264602
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (362208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13970.970000 sec): 2 clusters
  Score: Raw -43364729.596203 + Penalty 2079.995761 = -43362649.600442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13972.730000 sec): 3 clusters
  Score: Raw -43121814.181444 + Penalty 4159.991521 = -43117654.189923
  nChanged 177147
		SP:Iteration 1F (13974.380000 sec): 3 clusters
  Score: Raw -43229548.895527 + Penalty 4159.991521 = -43225388.904006
  nChanged 12274
		SP:Iteration 2Q (13976.150000 sec): 3 clusters
  Score: Raw -43233088.746014 + Penalty 4159.991521 = -43228928.754492
  nChanged 16185
		SP:Iteration 3Q (13977.920000 sec): 3 clusters
  Score: Raw -43239669.481994 + Penalty 4159.991521 = -43235509.490473
  nChanged 22492
		SP:Iteration 4F (13979.650000 sec): 3 clusters
  Score: Raw -43252460.391979 + Penalty 4159.991521 = -43248300.400457
  nChanged 29851
		SP:Iteration 5F (13981.260000 sec): 3 clusters
  Score: Raw -43274901.252799 + Penalty 4159.991521 = -43270741.261278
  nChanged 33399
		SP:Iteration 6F (13982.990000 sec): 3 clusters
  Score: Raw -43305128.201619 + Penalty 4159.991521 = -43300968.210097
  nChanged 29422
		SP:Iteration 7F (13984.870000 sec): 3 clusters
  Score: Raw -43334248.171727 + Penalty 4159.991521 = -43330088.180206
  nChanged 18793
		SP:Iteration 8F (13986.610000 sec): 3 clusters
  Score: Raw -43352818.797956 + Penalty 4159.991521 = -43348658.806435
  nChanged 8615
		SP:Iteration 9Q (13988.390000 sec): 3 clusters
  Score: Raw -43360996.855940 + Penalty 4159.991521 = -43356836.864419
  nChanged 3049
		SP:Iteration 10Q (13989.950000 sec): 3 clusters
  Score: Raw -43363743.844381 + Penalty 4159.991521 = -43359583.852860
  nChanged 878
		SP:Iteration 11Q (13991.360000 sec): 3 clusters
  Score: Raw -43364519.574988 + Penalty 4159.991521 = -43360359.583467
  nChanged 249
		SP:Iteration 12Q (13992.590000 sec): 3 clusters
  Score: Raw -43364771.868109 + Penalty 4159.991521 = -43360611.876587
  nChanged 82
		SP:Iteration 13Q (13993.960000 sec): 3 clusters
  Score: Raw -43364858.033808 + Penalty 4159.991521 = -43360698.042287
  nChanged 47
		SP:Iteration 14Q (13995.630000 sec): 3 clusters
  Score: Raw -43364902.527484 + Penalty 4159.991521 = -43360742.535963
  nChanged 18
		SP:Iteration 15Q (13997.290000 sec): 3 clusters
  Score: Raw -43364918.543951 + Penalty 4159.991521 = -43360758.552430
  nChanged 10
		SP:Iteration 16Q (13998.840000 sec): 3 clusters
  Score: Raw -43364925.202060 + Penalty 4159.991521 = -43360765.210539
  nChanged 6
		SP:Iteration 17Q (14000.210000 sec): 3 clusters
  Score: Raw -43364930.373482 + Penalty 4159.991521 = -43360770.381961
  nChanged 5
		SP:Iteration 18Q (14002.060000 sec): 3 clusters
  Score: Raw -43364933.718064 + Penalty 4159.991521 = -43360773.726543
  nChanged 2
		SP:Iteration 19Q (14004.240000 sec): 3 clusters
  Score: Raw -43364935.181221 + Penalty 4159.991521 = -43360775.189700
  nChanged 4
		SP:Iteration 20F (14006.100000 sec): 3 clusters
  Score: Raw -43364939.740248 + Penalty 4159.991521 = -43360779.748727
  nChanged 6
		SP:Iteration 21Q (14007.850000 sec): 3 clusters
  Score: Raw -43364948.396364 + Penalty 4159.991521 = -43360788.404843
  nChanged 4
		SP:Iteration 22Q (14009.500000 sec): 3 clusters
  Score: Raw -43364950.850518 + Penalty 4159.991521 = -43360790.858997
  nChanged 0
		SP:Iteration 23F (14011.270000 sec): 3 clusters
  Score: Raw -43364950.850518 + Penalty 4159.991521 = -43360790.858997
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14011.560000 sec): 2 clusters
  Score: Raw -123349.139582 + Penalty 1126.364168 = -122222.775414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14011.740000 sec): 3 clusters
  Score: Raw -123038.219295 + Penalty 2252.728337 = -120785.490958
  nChanged 318
		SP:Iteration 1F (14011.910000 sec): 3 clusters
  Score: Raw -123304.996561 + Penalty 2252.728337 = -121052.268225
  nChanged 82
		SP:Iteration 2F (14012.120000 sec): 3 clusters
  Score: Raw -123387.531974 + Penalty 2252.728337 = -121134.803637
  nChanged 49
		SP:Iteration 3Q (14012.270000 sec): 3 clusters
  Score: Raw -123448.523192 + Penalty 2252.728337 = -121195.794856
  nChanged 27
		SP:Iteration 4Q (14012.460000 sec): 3 clusters
  Score: Raw -123482.775325 + Penalty 2252.728337 = -121230.046989
  nChanged 25
		SP:Iteration 5Q (14012.670000 sec): 3 clusters
  Score: Raw -123515.694894 + Penalty 2252.728337 = -121262.966558
  nChanged 16
		SP:Iteration 6Q (14012.880000 sec): 3 clusters
  Score: Raw -123531.737518 + Penalty 2252.728337 = -121279.009181
  nChanged 20
		SP:Iteration 7Q (14013.010000 sec): 3 clusters
  Score: Raw -123572.699032 + Penalty 2252.728337 = -121319.970695
  nChanged 21
		SP:Iteration 8Q (14013.240000 sec): 3 clusters
  Score: Raw -123628.140626 + Penalty 2252.728337 = -121375.412289
  nChanged 32
		SP:Iteration 9Q (14013.410000 sec): 3 clusters
  Score: Raw -123697.943939 + Penalty 2252.728337 = -121445.215602
  nChanged 21
		SP:Iteration 10Q (14013.590000 sec): 3 clusters
  Score: Raw -123726.652707 + Penalty 2252.728337 = -121473.924370
  nChanged 22
		SP:Iteration 11Q (14013.730000 sec): 3 clusters
  Score: Raw -123749.870983 + Penalty 2252.728337 = -121497.142646
  nChanged 15
		SP:Iteration 12Q (14013.880000 sec): 3 clusters
  Score: Raw -123769.655683 + Penalty 2252.728337 = -121516.927346
  nChanged 20
		SP:Iteration 13Q (14014.030000 sec): 3 clusters
  Score: Raw -123791.577583 + Penalty 2252.728337 = -121538.849246
  nChanged 18
		SP:Iteration 14Q (14014.250000 sec): 3 clusters
  Score: Raw -123829.058457 + Penalty 2252.728337 = -121576.330120
  nChanged 29
		SP:Iteration 15Q (14014.420000 sec): 3 clusters
  Score: Raw -123872.810905 + Penalty 2252.728337 = -121620.082569
  nChanged 30
		SP:Iteration 16Q (14014.630000 sec): 3 clusters
  Score: Raw -123911.400630 + Penalty 2252.728337 = -121658.672293
  nChanged 24
		SP:Iteration 17Q (14014.780000 sec): 3 clusters
  Score: Raw -123939.816533 + Penalty 2252.728337 = -121687.088196
  nChanged 26
		SP:Iteration 18Q (14015.000000 sec): 3 clusters
  Score: Raw -123972.989601 + Penalty 2252.728337 = -121720.261264
  nChanged 12
		SP:Iteration 19Q (14015.210000 sec): 3 clusters
  Score: Raw -123996.867436 + Penalty 2252.728337 = -121744.139100
  nChanged 10
		SP:Iteration 20F (14015.440000 sec): 3 clusters
  Score: Raw -124013.726122 + Penalty 2252.728337 = -121760.997785
  nChanged 11
		SP:Iteration 21Q (14015.630000 sec): 3 clusters
  Score: Raw -124028.724334 + Penalty 2252.728337 = -121775.995998
  nChanged 8
		SP:Iteration 22Q (14015.830000 sec): 3 clusters
  Score: Raw -124040.041550 + Penalty 2252.728337 = -121787.313213
  nChanged 4
		SP:Iteration 23Q (14015.970000 sec): 3 clusters
  Score: Raw -124041.882204 + Penalty 2252.728337 = -121789.153867
  nChanged 6
		SP:Iteration 24Q (14016.140000 sec): 3 clusters
  Score: Raw -124048.571379 + Penalty 2252.728337 = -121795.843042
  nChanged 9
		SP:Iteration 25Q (14016.330000 sec): 3 clusters
  Score: Raw -124056.157416 + Penalty 2252.728337 = -121803.429079
  nChanged 8
		SP:Iteration 26Q (14016.490000 sec): 3 clusters
  Score: Raw -124064.480440 + Penalty 2252.728337 = -121811.752103
  nChanged 4
		SP:Iteration 27Q (14016.700000 sec): 3 clusters
  Score: Raw -124068.320503 + Penalty 2252.728337 = -121815.592166
  nChanged 3
		SP:Iteration 28Q (14016.870000 sec): 3 clusters
  Score: Raw -124070.390597 + Penalty 2252.728337 = -121817.662260
  nChanged 5
		SP:Iteration 29Q (14017.070000 sec): 3 clusters
  Score: Raw -124073.609312 + Penalty 2252.728337 = -121820.880975
  nChanged 4
		SP:Iteration 30Q (14017.250000 sec): 3 clusters
  Score: Raw -124083.558084 + Penalty 2252.728337 = -121830.829747
  nChanged 6
		SP:Iteration 31Q (14017.450000 sec): 3 clusters
  Score: Raw -124088.797015 + Penalty 2252.728337 = -121836.068679
  nChanged 3
		SP:Iteration 32Q (14017.690000 sec): 3 clusters
  Score: Raw -124094.047055 + Penalty 2252.728337 = -121841.318719
  nChanged 2
		SP:Iteration 33Q (14017.870000 sec): 3 clusters
  Score: Raw -124097.157257 + Penalty 2252.728337 = -121844.428920
  nChanged 6
		SP:Iteration 34Q (14018.000000 sec): 3 clusters
  Score: Raw -124106.471038 + Penalty 2252.728337 = -121853.742701
  nChanged 6
		SP:Iteration 35Q (14018.190000 sec): 3 clusters
  Score: Raw -124114.918476 + Penalty 2252.728337 = -121862.190139
  nChanged 9
		SP:Iteration 36Q (14018.350000 sec): 3 clusters
  Score: Raw -124128.696389 + Penalty 2252.728337 = -121875.968052
  nChanged 5
		SP:Iteration 37Q (14018.550000 sec): 3 clusters
  Score: Raw -124136.083357 + Penalty 2252.728337 = -121883.355020
  nChanged 6
		SP:Iteration 38Q (14018.770000 sec): 3 clusters
  Score: Raw -124141.699157 + Penalty 2252.728337 = -121888.970821
  nChanged 7
		SP:Iteration 39Q (14018.940000 sec): 3 clusters
  Score: Raw -124148.601044 + Penalty 2252.728337 = -121895.872708
  nChanged 4
		SP:Iteration 40F (14019.150000 sec): 3 clusters
  Score: Raw -124153.978729 + Penalty 2252.728337 = -121901.250392
  nChanged 2
		SP:Iteration 41Q (14019.360000 sec): 3 clusters
  Score: Raw -124155.640032 + Penalty 2252.728337 = -121902.911695
  nChanged 0
		SP:Iteration 42F (14019.600000 sec): 3 clusters
  Score: Raw -124155.640032 + Penalty 2252.728337 = -121902.911695
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14019.850000 sec): 2 clusters
  Score: Raw -3622251.139577 + Penalty 1673.637271 = -3620577.502306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14020.180000 sec): 3 clusters
  Score: Raw -3604012.821965 + Penalty 3347.274542 = -3600665.547423
  nChanged 13726
		SP:Iteration 1F (14020.540000 sec): 3 clusters
  Score: Raw -3611474.701530 + Penalty 3347.274542 = -3608127.426988
  nChanged 1277
		SP:Iteration 2Q (14020.850000 sec): 3 clusters
  Score: Raw -3611860.389638 + Penalty 3347.274542 = -3608513.115096
  nChanged 1216
		SP:Iteration 3Q (14021.190000 sec): 3 clusters
  Score: Raw -3612212.100102 + Penalty 3347.274542 = -3608864.825560
  nChanged 1118
		SP:Iteration 4Q (14021.460000 sec): 3 clusters
  Score: Raw -3612541.136628 + Penalty 3347.274542 = -3609193.862086
  nChanged 1113
		SP:Iteration 5Q (14021.810000 sec): 3 clusters
  Score: Raw -3612890.692279 + Penalty 3347.274542 = -3609543.417737
  nChanged 1124
		SP:Iteration 6Q (14022.190000 sec): 3 clusters
  Score: Raw -3613241.840068 + Penalty 3347.274542 = -3609894.565526
  nChanged 1125
		SP:Iteration 7Q (14022.530000 sec): 3 clusters
  Score: Raw -3613643.747575 + Penalty 3347.274542 = -3610296.473033
  nChanged 1287
		SP:Iteration 8Q (14022.880000 sec): 3 clusters
  Score: Raw -3614166.403424 + Penalty 3347.274542 = -3610819.128881
  nChanged 1371
		SP:Iteration 9Q (14023.190000 sec): 3 clusters
  Score: Raw -3614794.165489 + Penalty 3347.274542 = -3611446.890947
  nChanged 1513
		SP:Iteration 10F (14023.540000 sec): 3 clusters
  Score: Raw -3615548.481963 + Penalty 3347.274542 = -3612201.207421
  nChanged 1529
		SP:Iteration 11F (14023.890000 sec): 3 clusters
  Score: Raw -3616395.436490 + Penalty 3347.274542 = -3613048.161948
  nChanged 1543
		SP:Iteration 12F (14024.190000 sec): 3 clusters
  Score: Raw -3617272.529645 + Penalty 3347.274542 = -3613925.255103
  nChanged 1411
		SP:Iteration 13Q (14024.580000 sec): 3 clusters
  Score: Raw -3618142.647413 + Penalty 3347.274542 = -3614795.372871
  nChanged 1355
		SP:Iteration 14Q (14024.960000 sec): 3 clusters
  Score: Raw -3619078.870419 + Penalty 3347.274542 = -3615731.595877
  nChanged 1228
		SP:Iteration 15Q (14025.400000 sec): 3 clusters
  Score: Raw -3620043.285385 + Penalty 3347.274542 = -3616696.010843
  nChanged 1048
		SP:Iteration 16Q (14025.650000 sec): 3 clusters
  Score: Raw -3620906.763699 + Penalty 3347.274542 = -3617559.489157
  nChanged 721
		SP:Iteration 17Q (14025.980000 sec): 3 clusters
  Score: Raw -3621519.240962 + Penalty 3347.274542 = -3618171.966419
  nChanged 453
		SP:Iteration 18Q (14026.290000 sec): 3 clusters
  Score: Raw -3621903.640596 + Penalty 3347.274542 = -3618556.366054
  nChanged 283
		SP:Iteration 19Q (14026.620000 sec): 3 clusters
  Score: Raw -3622148.635716 + Penalty 3347.274542 = -3618801.361174
  nChanged 134
		SP:Iteration 20F (14026.910000 sec): 3 clusters
  Score: Raw -3622272.583377 + Penalty 3347.274542 = -3618925.308835
  nChanged 64
		SP:Iteration 21Q (14027.230000 sec): 3 clusters
  Score: Raw -3622332.499312 + Penalty 3347.274542 = -3618985.224770
  nChanged 45
		SP:Iteration 22Q (14027.520000 sec): 3 clusters
  Score: Raw -3622374.926737 + Penalty 3347.274542 = -3619027.652195
  nChanged 26
		SP:Iteration 23Q (14027.770000 sec): 3 clusters
  Score: Raw -3622397.601080 + Penalty 3347.274542 = -3619050.326538
  nChanged 18
		SP:Iteration 24Q (14028.070000 sec): 3 clusters
  Score: Raw -3622414.131365 + Penalty 3347.274542 = -3619066.856823
  nChanged 16
		SP:Iteration 25Q (14028.390000 sec): 3 clusters
  Score: Raw -3622427.943411 + Penalty 3347.274542 = -3619080.668869
  nChanged 8
		SP:Iteration 26Q (14028.690000 sec): 3 clusters
  Score: Raw -3622436.181291 + Penalty 3347.274542 = -3619088.906749
  nChanged 5
		SP:Iteration 27Q (14029.010000 sec): 3 clusters
  Score: Raw -3622440.054635 + Penalty 3347.274542 = -3619092.780093
  nChanged 2
		SP:Iteration 28Q (14029.300000 sec): 3 clusters
  Score: Raw -3622441.452054 + Penalty 3347.274542 = -3619094.177511
  nChanged 3
		SP:Iteration 29Q (14029.620000 sec): 3 clusters
  Score: Raw -3622443.640079 + Penalty 3347.274542 = -3619096.365537
  nChanged 3
		SP:Iteration 30Q (14029.940000 sec): 3 clusters
  Score: Raw -3622448.874696 + Penalty 3347.274542 = -3619101.600154
  nChanged 3
		SP:Iteration 31Q (14030.240000 sec): 3 clusters
  Score: Raw -3622452.238864 + Penalty 3347.274542 = -3619104.964322
  nChanged 4
		SP:Iteration 32Q (14030.560000 sec): 3 clusters
  Score: Raw -3622455.063892 + Penalty 3347.274542 = -3619107.789350
  nChanged 1
		SP:Iteration 33Q (14030.840000 sec): 3 clusters
  Score: Raw -3622455.779703 + Penalty 3347.274542 = -3619108.505161
  nChanged 0
		SP:Iteration 34F (14031.180000 sec): 3 clusters
  Score: Raw -3622455.779703 + Penalty 3347.274542 = -3619108.505161
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (5072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14031.330000 sec): 2 clusters
  Score: Raw -544558.824701 + Penalty 1386.367206 = -543172.457495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14031.510000 sec): 3 clusters
  Score: Raw -541931.114805 + Penalty 2772.734411 = -539158.380393
  nChanged 2100
		SP:Iteration 1F (14031.730000 sec): 3 clusters
  Score: Raw -543349.715833 + Penalty 2772.734411 = -540576.981421
  nChanged 482
		SP:Iteration 2F (14031.920000 sec): 3 clusters
  Score: Raw -543815.098653 + Penalty 2772.734411 = -541042.364241
  nChanged 413
		SP:Iteration 3F (14032.110000 sec): 3 clusters
  Score: Raw -544177.286991 + Penalty 2772.734411 = -541404.552580
  nChanged 324
		SP:Iteration 4F (14032.290000 sec): 3 clusters
  Score: Raw -544433.716545 + Penalty 2772.734411 = -541660.982134
  nChanged 258
		SP:Iteration 5F (14032.460000 sec): 3 clusters
  Score: Raw -544603.866369 + Penalty 2772.734411 = -541831.131958
  nChanged 215
		SP:Iteration 6Q (14032.640000 sec): 3 clusters
  Score: Raw -544747.478138 + Penalty 2772.734411 = -541974.743727
  nChanged 170
		SP:Iteration 7Q (14032.830000 sec): 3 clusters
  Score: Raw -544874.735733 + Penalty 2772.734411 = -542102.001321
  nChanged 163
		SP:Iteration 8Q (14033.040000 sec): 3 clusters
  Score: Raw -545003.819304 + Penalty 2772.734411 = -542231.084893
  nChanged 140
		SP:Iteration 9Q (14033.230000 sec): 3 clusters
  Score: Raw -545125.970182 + Penalty 2772.734411 = -542353.235771
  nChanged 131
		SP:Iteration 10Q (14033.380000 sec): 3 clusters
  Score: Raw -545241.426985 + Penalty 2772.734411 = -542468.692574
  nChanged 115
		SP:Iteration 11Q (14033.530000 sec): 3 clusters
  Score: Raw -545343.604849 + Penalty 2772.734411 = -542570.870438
  nChanged 125
		SP:Iteration 12Q (14033.700000 sec): 3 clusters
  Score: Raw -545456.654317 + Penalty 2772.734411 = -542683.919906
  nChanged 117
		SP:Iteration 13Q (14033.910000 sec): 3 clusters
  Score: Raw -545545.482909 + Penalty 2772.734411 = -542772.748498
  nChanged 96
		SP:Iteration 14Q (14034.100000 sec): 3 clusters
  Score: Raw -545605.817919 + Penalty 2772.734411 = -542833.083507
  nChanged 77
		SP:Iteration 15Q (14034.270000 sec): 3 clusters
  Score: Raw -545651.872033 + Penalty 2772.734411 = -542879.137622
  nChanged 72
		SP:Iteration 16Q (14034.490000 sec): 3 clusters
  Score: Raw -545687.142987 + Penalty 2772.734411 = -542914.408576
  nChanged 53
		SP:Iteration 17Q (14034.700000 sec): 3 clusters
  Score: Raw -545714.152440 + Penalty 2772.734411 = -542941.418029
  nChanged 60
		SP:Iteration 18Q (14034.930000 sec): 3 clusters
  Score: Raw -545746.141342 + Penalty 2772.734411 = -542973.406930
  nChanged 58
		SP:Iteration 19Q (14035.100000 sec): 3 clusters
  Score: Raw -545775.634818 + Penalty 2772.734411 = -543002.900407
  nChanged 56
		SP:Iteration 20F (14035.300000 sec): 3 clusters
  Score: Raw -545806.915952 + Penalty 2772.734411 = -543034.181540
  nChanged 49
		SP:Iteration 21Q (14035.500000 sec): 3 clusters
  Score: Raw -545830.002141 + Penalty 2772.734411 = -543057.267729
  nChanged 43
		SP:Iteration 22Q (14035.730000 sec): 3 clusters
  Score: Raw -545846.000772 + Penalty 2772.734411 = -543073.266361
  nChanged 36
		SP:Iteration 23Q (14035.930000 sec): 3 clusters
  Score: Raw -545860.855112 + Penalty 2772.734411 = -543088.120701
  nChanged 29
		SP:Iteration 24Q (14036.170000 sec): 3 clusters
  Score: Raw -545868.953621 + Penalty 2772.734411 = -543096.219209
  nChanged 24
		SP:Iteration 25Q (14036.400000 sec): 3 clusters
  Score: Raw -545877.426200 + Penalty 2772.734411 = -543104.691788
  nChanged 27
		SP:Iteration 26Q (14036.630000 sec): 3 clusters
  Score: Raw -545891.708271 + Penalty 2772.734411 = -543118.973859
  nChanged 31
		SP:Iteration 27Q (14036.860000 sec): 3 clusters
  Score: Raw -545903.732768 + Penalty 2772.734411 = -543130.998356
  nChanged 28
		SP:Iteration 28Q (14037.060000 sec): 3 clusters
  Score: Raw -545915.440026 + Penalty 2772.734411 = -543142.705614
  nChanged 14
		SP:Iteration 29Q (14037.290000 sec): 3 clusters
  Score: Raw -545926.498978 + Penalty 2772.734411 = -543153.764567
  nChanged 27
		SP:Iteration 30Q (14037.450000 sec): 3 clusters
  Score: Raw -545950.194725 + Penalty 2772.734411 = -543177.460314
  nChanged 34
		SP:Iteration 31Q (14037.690000 sec): 3 clusters
  Score: Raw -545970.290902 + Penalty 2772.734411 = -543197.556491
  nChanged 32
		SP:Iteration 32Q (14037.880000 sec): 3 clusters
  Score: Raw -545986.471571 + Penalty 2772.734411 = -543213.737160
  nChanged 36
		SP:Iteration 33Q (14038.060000 sec): 3 clusters
  Score: Raw -546007.151710 + Penalty 2772.734411 = -543234.417298
  nChanged 31
		SP:Iteration 34Q (14038.240000 sec): 3 clusters
  Score: Raw -546018.695345 + Penalty 2772.734411 = -543245.960934
  nChanged 14
		SP:Iteration 35Q (14038.420000 sec): 3 clusters
  Score: Raw -546022.825973 + Penalty 2772.734411 = -543250.091561
  nChanged 14
		SP:Iteration 36Q (14038.630000 sec): 3 clusters
  Score: Raw -546026.750409 + Penalty 2772.734411 = -543254.015998
  nChanged 15
		SP:Iteration 37Q (14038.880000 sec): 3 clusters
  Score: Raw -546031.461549 + Penalty 2772.734411 = -543258.727138
  nChanged 14
		SP:Iteration 38Q (14039.130000 sec): 3 clusters
  Score: Raw -546034.637707 + Penalty 2772.734411 = -543261.903296
  nChanged 7
		SP:Iteration 39Q (14039.360000 sec): 3 clusters
  Score: Raw -546036.300766 + Penalty 2772.734411 = -543263.566355
  nChanged 4
		SP:Iteration 40F (14039.570000 sec): 3 clusters
  Score: Raw -546038.659024 + Penalty 2772.734411 = -543265.924613
  nChanged 5
		SP:Iteration 41Q (14039.800000 sec): 3 clusters
  Score: Raw -546040.550421 + Penalty 2772.734411 = -543267.816010
  nChanged 5
		SP:Iteration 42Q (14040.040000 sec): 3 clusters
  Score: Raw -546041.681708 + Penalty 2772.734411 = -543268.947297
  nChanged 2
		SP:Iteration 43Q (14040.230000 sec): 3 clusters
  Score: Raw -546041.956093 + Penalty 2772.734411 = -543269.221682
  nChanged 3
		SP:Iteration 44Q (14040.460000 sec): 3 clusters
  Score: Raw -546042.393926 + Penalty 2772.734411 = -543269.659514
  nChanged 2
		SP:Iteration 45Q (14040.660000 sec): 3 clusters
  Score: Raw -546042.747567 + Penalty 2772.734411 = -543270.013155
  nChanged 1
		SP:Iteration 46Q (14040.870000 sec): 3 clusters
  Score: Raw -546042.965221 + Penalty 2772.734411 = -543270.230810
  nChanged 0
		SP:Iteration 47F (14041.040000 sec): 3 clusters
  Score: Raw -546042.965221 + Penalty 2772.734411 = -543270.230810
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14041.220000 sec): 2 clusters
  Score: Raw -609220.645075 + Penalty 1385.467638 = -607835.177437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14041.380000 sec): 3 clusters
  Score: Raw -606686.090136 + Penalty 2770.935277 = -603915.154860
  nChanged 2010
		SP:Iteration 1F (14041.600000 sec): 3 clusters
  Score: Raw -607836.814739 + Penalty 2770.935277 = -605065.879463
  nChanged 349
		SP:Iteration 2F (14041.840000 sec): 3 clusters
  Score: Raw -608016.260607 + Penalty 2770.935277 = -605245.325330
  nChanged 251
		SP:Iteration 3Q (14042.040000 sec): 3 clusters
  Score: Raw -608151.885380 + Penalty 2770.935277 = -605380.950103
  nChanged 233
		SP:Iteration 4Q (14042.290000 sec): 3 clusters
  Score: Raw -608290.554039 + Penalty 2770.935277 = -605519.618763
  nChanged 208
		SP:Iteration 5Q (14042.510000 sec): 3 clusters
  Score: Raw -608425.822559 + Penalty 2770.935277 = -605654.887282
  nChanged 231
		SP:Iteration 6Q (14042.740000 sec): 3 clusters
  Score: Raw -608570.041640 + Penalty 2770.935277 = -605799.106363
  nChanged 185
		SP:Iteration 7Q (14042.970000 sec): 3 clusters
  Score: Raw -608681.877198 + Penalty 2770.935277 = -605910.941921
  nChanged 181
		SP:Iteration 8Q (14043.200000 sec): 3 clusters
  Score: Raw -608787.165141 + Penalty 2770.935277 = -606016.229864
  nChanged 155
		SP:Iteration 9Q (14043.390000 sec): 3 clusters
  Score: Raw -608894.022518 + Penalty 2770.935277 = -606123.087242
  nChanged 152
		SP:Iteration 10Q (14043.620000 sec): 3 clusters
  Score: Raw -609003.167553 + Penalty 2770.935277 = -606232.232277
  nChanged 131
		SP:Iteration 11Q (14043.860000 sec): 3 clusters
  Score: Raw -609092.339712 + Penalty 2770.935277 = -606321.404435
  nChanged 108
		SP:Iteration 12Q (14044.070000 sec): 3 clusters
  Score: Raw -609161.825615 + Penalty 2770.935277 = -606390.890338
  nChanged 95
		SP:Iteration 13Q (14044.370000 sec): 3 clusters
  Score: Raw -609220.426920 + Penalty 2770.935277 = -606449.491644
  nChanged 86
		SP:Iteration 14Q (14044.560000 sec): 3 clusters
  Score: Raw -609258.771944 + Penalty 2770.935277 = -606487.836667
  nChanged 55
		SP:Iteration 15Q (14044.730000 sec): 3 clusters
  Score: Raw -609287.909900 + Penalty 2770.935277 = -606516.974623
  nChanged 46
		SP:Iteration 16Q (14044.930000 sec): 3 clusters
  Score: Raw -609304.663088 + Penalty 2770.935277 = -606533.727811
  nChanged 30
		SP:Iteration 17Q (14045.120000 sec): 3 clusters
  Score: Raw -609315.111876 + Penalty 2770.935277 = -606544.176599
  nChanged 29
		SP:Iteration 18Q (14045.370000 sec): 3 clusters
  Score: Raw -609327.519527 + Penalty 2770.935277 = -606556.584251
  nChanged 27
		SP:Iteration 19Q (14045.600000 sec): 3 clusters
  Score: Raw -609338.299147 + Penalty 2770.935277 = -606567.363870
  nChanged 25
		SP:Iteration 20F (14045.730000 sec): 3 clusters
  Score: Raw -609347.376454 + Penalty 2770.935277 = -606576.441177
  nChanged 20
		SP:Iteration 21Q (14045.970000 sec): 3 clusters
  Score: Raw -609354.247990 + Penalty 2770.935277 = -606583.312714
  nChanged 17
		SP:Iteration 22Q (14046.210000 sec): 3 clusters
  Score: Raw -609358.440094 + Penalty 2770.935277 = -606587.504817
  nChanged 11
		SP:Iteration 23Q (14046.430000 sec): 3 clusters
  Score: Raw -609362.025640 + Penalty 2770.935277 = -606591.090364
  nChanged 10
		SP:Iteration 24Q (14046.620000 sec): 3 clusters
  Score: Raw -609365.761488 + Penalty 2770.935277 = -606594.826212
  nChanged 15
		SP:Iteration 25Q (14046.850000 sec): 3 clusters
  Score: Raw -609371.861877 + Penalty 2770.935277 = -606600.926600
  nChanged 17
		SP:Iteration 26Q (14047.070000 sec): 3 clusters
  Score: Raw -609378.453776 + Penalty 2770.935277 = -606607.518500
  nChanged 16
		SP:Iteration 27Q (14047.260000 sec): 3 clusters
  Score: Raw -609382.895618 + Penalty 2770.935277 = -606611.960342
  nChanged 9
		SP:Iteration 28Q (14047.460000 sec): 3 clusters
  Score: Raw -609385.102689 + Penalty 2770.935277 = -606614.167412
  nChanged 4
		SP:Iteration 29Q (14047.710000 sec): 3 clusters
  Score: Raw -609386.085643 + Penalty 2770.935277 = -606615.150367
  nChanged 2
		SP:Iteration 30Q (14047.920000 sec): 3 clusters
  Score: Raw -609386.429608 + Penalty 2770.935277 = -606615.494332
  nChanged 0
		SP:Iteration 31F (14048.150000 sec): 3 clusters
  Score: Raw -609386.429608 + Penalty 2770.935277 = -606615.494332
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (112394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14048.720000 sec): 2 clusters
  Score: Raw -12733954.225156 + Penalty 1889.836948 = -12732064.388208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14049.370000 sec): 3 clusters
  Score: Raw -12660363.926515 + Penalty 3779.673896 = -12656584.252619
  nChanged 54177
		SP:Iteration 1F (14050.000000 sec): 3 clusters
  Score: Raw -12693069.077265 + Penalty 3779.673896 = -12689289.403369
  nChanged 4628
		SP:Iteration 2Q (14050.740000 sec): 3 clusters
  Score: Raw -12694759.143795 + Penalty 3779.673896 = -12690979.469898
  nChanged 5047
		SP:Iteration 3Q (14051.480000 sec): 3 clusters
  Score: Raw -12696823.168930 + Penalty 3779.673896 = -12693043.495033
  nChanged 5402
		SP:Iteration 4Q (14052.210000 sec): 3 clusters
  Score: Raw -12699099.363709 + Penalty 3779.673896 = -12695319.689813
  nChanged 5470
		SP:Iteration 5Q (14052.930000 sec): 3 clusters
  Score: Raw -12701386.665791 + Penalty 3779.673896 = -12697606.991895
  nChanged 5375
		SP:Iteration 6Q (14053.650000 sec): 3 clusters
  Score: Raw -12703701.193558 + Penalty 3779.673896 = -12699921.519662
  nChanged 5225
		SP:Iteration 7Q (14054.370000 sec): 3 clusters
  Score: Raw -12706007.737691 + Penalty 3779.673896 = -12702228.063794
  nChanged 5092
		SP:Iteration 8Q (14055.110000 sec): 3 clusters
  Score: Raw -12708289.675538 + Penalty 3779.673896 = -12704510.001642
  nChanged 4770
		SP:Iteration 9Q (14055.860000 sec): 3 clusters
  Score: Raw -12710478.018968 + Penalty 3779.673896 = -12706698.345072
  nChanged 4465
		SP:Iteration 10Q (14056.600000 sec): 3 clusters
  Score: Raw -12712545.177774 + Penalty 3779.673896 = -12708765.503878
  nChanged 4203
		SP:Iteration 11Q (14057.310000 sec): 3 clusters
  Score: Raw -12714373.625566 + Penalty 3779.673896 = -12710593.951670
  nChanged 3792
		SP:Iteration 12Q (14057.980000 sec): 3 clusters
  Score: Raw -12715876.627323 + Penalty 3779.673896 = -12712096.953427
  nChanged 3214
		SP:Iteration 13Q (14058.630000 sec): 3 clusters
  Score: Raw -12717017.663077 + Penalty 3779.673896 = -12713237.989180
  nChanged 2684
		SP:Iteration 14Q (14059.380000 sec): 3 clusters
  Score: Raw -12717793.435009 + Penalty 3779.673896 = -12714013.761113
  nChanged 2143
		SP:Iteration 15Q (14060.130000 sec): 3 clusters
  Score: Raw -12718269.855689 + Penalty 3779.673896 = -12714490.181793
  nChanged 1621
		SP:Iteration 16Q (14060.840000 sec): 3 clusters
  Score: Raw -12718574.369864 + Penalty 3779.673896 = -12714794.695968
  nChanged 1331
		SP:Iteration 17Q (14061.670000 sec): 3 clusters
  Score: Raw -12718816.677351 + Penalty 3779.673896 = -12715037.003455
  nChanged 1214
		SP:Iteration 18Q (14062.430000 sec): 3 clusters
  Score: Raw -12719043.470357 + Penalty 3779.673896 = -12715263.796461
  nChanged 1199
		SP:Iteration 19Q (14063.080000 sec): 3 clusters
  Score: Raw -12719284.975368 + Penalty 3779.673896 = -12715505.301472
  nChanged 1276
		SP:Iteration 20F (14063.770000 sec): 3 clusters
  Score: Raw -12719551.357604 + Penalty 3779.673896 = -12715771.683708
  nChanged 1294
		SP:Iteration 21Q (14064.460000 sec): 3 clusters
  Score: Raw -12719825.585670 + Penalty 3779.673896 = -12716045.911774
  nChanged 1302
		SP:Iteration 22Q (14065.290000 sec): 3 clusters
  Score: Raw -12720110.530547 + Penalty 3779.673896 = -12716330.856651
  nChanged 1356
		SP:Iteration 23Q (14066.110000 sec): 3 clusters
  Score: Raw -12720422.380872 + Penalty 3779.673896 = -12716642.706976
  nChanged 1436
		SP:Iteration 24Q (14066.900000 sec): 3 clusters
  Score: Raw -12720769.572895 + Penalty 3779.673896 = -12716989.898999
  nChanged 1471
		SP:Iteration 25Q (14067.700000 sec): 3 clusters
  Score: Raw -12721149.780926 + Penalty 3779.673896 = -12717370.107030
  nChanged 1549
		SP:Iteration 26Q (14068.540000 sec): 3 clusters
  Score: Raw -12721574.049494 + Penalty 3779.673896 = -12717794.375598
  nChanged 1614
		SP:Iteration 27Q (14069.300000 sec): 3 clusters
  Score: Raw -12722031.854822 + Penalty 3779.673896 = -12718252.180925
  nChanged 1704
		SP:Iteration 28Q (14070.040000 sec): 3 clusters
  Score: Raw -12722550.501061 + Penalty 3779.673896 = -12718770.827165
  nChanged 1763
		SP:Iteration 29Q (14070.760000 sec): 3 clusters
  Score: Raw -12723131.346387 + Penalty 3779.673896 = -12719351.672491
  nChanged 1846
		SP:Iteration 30Q (14071.480000 sec): 3 clusters
  Score: Raw -12723815.707866 + Penalty 3779.673896 = -12720036.033970
  nChanged 1957
		SP:Iteration 31Q (14072.140000 sec): 3 clusters
  Score: Raw -12724634.401270 + Penalty 3779.673896 = -12720854.727374
  nChanged 2084
		SP:Iteration 32Q (14072.810000 sec): 3 clusters
  Score: Raw -12725576.874029 + Penalty 3779.673896 = -12721797.200133
  nChanged 2139
		SP:Iteration 33Q (14073.510000 sec): 3 clusters
  Score: Raw -12726584.621635 + Penalty 3779.673896 = -12722804.947739
  nChanged 2062
		SP:Iteration 34Q (14074.130000 sec): 3 clusters
  Score: Raw -12727599.117578 + Penalty 3779.673896 = -12723819.443682
  nChanged 1995
		SP:Iteration 35Q (14074.800000 sec): 3 clusters
  Score: Raw -12728615.228491 + Penalty 3779.673896 = -12724835.554595
  nChanged 1942
		SP:Iteration 36Q (14075.490000 sec): 3 clusters
  Score: Raw -12729679.529708 + Penalty 3779.673896 = -12725899.855812
  nChanged 1802
		SP:Iteration 37Q (14076.140000 sec): 3 clusters
  Score: Raw -12730705.910825 + Penalty 3779.673896 = -12726926.236929
  nChanged 1631
		SP:Iteration 38Q (14076.830000 sec): 3 clusters
  Score: Raw -12731681.386080 + Penalty 3779.673896 = -12727901.712184
  nChanged 1335
		SP:Iteration 39Q (14077.630000 sec): 3 clusters
  Score: Raw -12732464.729378 + Penalty 3779.673896 = -12728685.055482
  nChanged 1020
		SP:Iteration 40F (14078.370000 sec): 3 clusters
  Score: Raw -12733052.603810 + Penalty 3779.673896 = -12729272.929914
  nChanged 769
		SP:Iteration 41Q (14079.050000 sec): 3 clusters
  Score: Raw -12733479.925905 + Penalty 3779.673896 = -12729700.252008
  nChanged 558
		SP:Iteration 42Q (14079.710000 sec): 3 clusters
  Score: Raw -12733787.396754 + Penalty 3779.673896 = -12730007.722858
  nChanged 413
		SP:Iteration 43Q (14080.350000 sec): 3 clusters
  Score: Raw -12734007.281958 + Penalty 3779.673896 = -12730227.608062
  nChanged 334
		SP:Iteration 44Q (14080.950000 sec): 3 clusters
  Score: Raw -12734215.658338 + Penalty 3779.673896 = -12730435.984441
  nChanged 278
		SP:Iteration 45Q (14081.570000 sec): 3 clusters
  Score: Raw -12734409.027909 + Penalty 3779.673896 = -12730629.354013
  nChanged 228
		SP:Iteration 46Q (14082.340000 sec): 3 clusters
  Score: Raw -12734573.013953 + Penalty 3779.673896 = -12730793.340057
  nChanged 206
		SP:Iteration 47Q (14083.050000 sec): 3 clusters
  Score: Raw -12734715.585021 + Penalty 3779.673896 = -12730935.911125
  nChanged 185
		SP:Iteration 48Q (14083.720000 sec): 3 clusters
  Score: Raw -12734827.149459 + Penalty 3779.673896 = -12731047.475563
  nChanged 170
		SP:Iteration 49Q (14084.370000 sec): 3 clusters
  Score: Raw -12734923.544606 + Penalty 3779.673896 = -12731143.870710
  nChanged 141
		SP:Iteration 50Q (14085.080000 sec): 3 clusters
  Score: Raw -12734996.548996 + Penalty 3779.673896 = -12731216.875100
  nChanged 118
		SP:Iteration 51Q (14085.720000 sec): 3 clusters
  Score: Raw -12735059.066065 + Penalty 3779.673896 = -12731279.392169
  nChanged 115
		SP:Iteration 52Q (14086.340000 sec): 3 clusters
  Score: Raw -12735122.993565 + Penalty 3779.673896 = -12731343.319669
  nChanged 105
		SP:Iteration 53Q (14087.070000 sec): 3 clusters
  Score: Raw -12735191.182929 + Penalty 3779.673896 = -12731411.509032
  nChanged 128
		SP:Iteration 54Q (14087.680000 sec): 3 clusters
  Score: Raw -12735265.628211 + Penalty 3779.673896 = -12731485.954315
  nChanged 111
		SP:Iteration 55Q (14088.310000 sec): 3 clusters
  Score: Raw -12735322.283881 + Penalty 3779.673896 = -12731542.609985
  nChanged 75
		SP:Iteration 56Q (14088.970000 sec): 3 clusters
  Score: Raw -12735356.883169 + Penalty 3779.673896 = -12731577.209273
  nChanged 57
		SP:Iteration 57Q (14089.630000 sec): 3 clusters
  Score: Raw -12735378.199019 + Penalty 3779.673896 = -12731598.525123
  nChanged 43
		SP:Iteration 58Q (14090.320000 sec): 3 clusters
  Score: Raw -12735394.005411 + Penalty 3779.673896 = -12731614.331515
  nChanged 31
		SP:Iteration 59Q (14090.980000 sec): 3 clusters
  Score: Raw -12735406.533118 + Penalty 3779.673896 = -12731626.859222
  nChanged 32
		SP:Iteration 60F (14091.660000 sec): 3 clusters
  Score: Raw -12735531.882101 + Penalty 3779.673896 = -12731752.208204
  nChanged 128
		SP:Iteration 61Q (14092.280000 sec): 3 clusters
  Score: Raw -12735652.745441 + Penalty 3779.673896 = -12731873.071545
  nChanged 127
		SP:Iteration 62Q (14092.920000 sec): 3 clusters
  Score: Raw -12735728.715208 + Penalty 3779.673896 = -12731949.041312
  nChanged 105
		SP:Iteration 63Q (14093.500000 sec): 3 clusters
  Score: Raw -12735783.817346 + Penalty 3779.673896 = -12732004.143450
  nChanged 89
		SP:Iteration 64Q (14094.140000 sec): 3 clusters
  Score: Raw -12735825.724229 + Penalty 3779.673896 = -12732046.050333
  nChanged 82
		SP:Iteration 65Q (14094.770000 sec): 3 clusters
  Score: Raw -12735858.922682 + Penalty 3779.673896 = -12732079.248786
  nChanged 66
		SP:Iteration 66Q (14095.410000 sec): 3 clusters
  Score: Raw -12735882.115885 + Penalty 3779.673896 = -12732102.441989
  nChanged 53
		SP:Iteration 67Q (14096.040000 sec): 3 clusters
  Score: Raw -12735900.642350 + Penalty 3779.673896 = -12732120.968454
  nChanged 43
		SP:Iteration 68Q (14096.670000 sec): 3 clusters
  Score: Raw -12735913.350635 + Penalty 3779.673896 = -12732133.676739
  nChanged 34
		SP:Iteration 69Q (14097.350000 sec): 3 clusters
  Score: Raw -12735925.448246 + Penalty 3779.673896 = -12732145.774350
  nChanged 30
		SP:Iteration 70Q (14098.080000 sec): 3 clusters
  Score: Raw -12735939.678813 + Penalty 3779.673896 = -12732160.004917
  nChanged 36
		SP:Iteration 71Q (14098.690000 sec): 3 clusters
  Score: Raw -12735955.910336 + Penalty 3779.673896 = -12732176.236440
  nChanged 27
		SP:Iteration 72Q (14099.370000 sec): 3 clusters
  Score: Raw -12735966.338919 + Penalty 3779.673896 = -12732186.665023
  nChanged 21
		SP:Iteration 73Q (14100.030000 sec): 3 clusters
  Score: Raw -12735972.089622 + Penalty 3779.673896 = -12732192.415726
  nChanged 16
		SP:Iteration 74Q (14100.660000 sec): 3 clusters
  Score: Raw -12735975.956556 + Penalty 3779.673896 = -12732196.282660
  nChanged 12
		SP:Iteration 75Q (14101.260000 sec): 3 clusters
  Score: Raw -12735978.623253 + Penalty 3779.673896 = -12732198.949357
  nChanged 6
		SP:Iteration 76Q (14101.890000 sec): 3 clusters
  Score: Raw -12735980.217786 + Penalty 3779.673896 = -12732200.543890
  nChanged 8
		SP:Iteration 77Q (14102.530000 sec): 3 clusters
  Score: Raw -12735981.503420 + Penalty 3779.673896 = -12732201.829524
  nChanged 5
		SP:Iteration 78Q (14103.180000 sec): 3 clusters
  Score: Raw -12735982.272852 + Penalty 3779.673896 = -12732202.598956
  nChanged 3
		SP:Iteration 79Q (14103.860000 sec): 3 clusters
  Score: Raw -12735982.567933 + Penalty 3779.673896 = -12732202.894037
  nChanged 2
		SP:Iteration 80F (14104.470000 sec): 3 clusters
  Score: Raw -12735984.464862 + Penalty 3779.673896 = -12732204.790966
  nChanged 3
		SP:Iteration 81Q (14105.050000 sec): 3 clusters
  Score: Raw -12735984.865680 + Penalty 3779.673896 = -12732205.191784
  nChanged 1
		SP:Iteration 82Q (14105.710000 sec): 3 clusters
  Score: Raw -12735985.140250 + Penalty 3779.673896 = -12732205.466353
  nChanged 2
		SP:Iteration 83Q (14106.330000 sec): 3 clusters
  Score: Raw -12735985.573244 + Penalty 3779.673896 = -12732205.899348
  nChanged 6
		SP:Iteration 84Q (14106.950000 sec): 3 clusters
  Score: Raw -12735986.625682 + Penalty 3779.673896 = -12732206.951786
  nChanged 3
		SP:Iteration 85Q (14107.590000 sec): 3 clusters
  Score: Raw -12735987.165942 + Penalty 3779.673896 = -12732207.492046
  nChanged 5
		SP:Iteration 86Q (14108.260000 sec): 3 clusters
  Score: Raw -12735987.864954 + Penalty 3779.673896 = -12732208.191058
  nChanged 4
		SP:Iteration 87Q (14108.780000 sec): 3 clusters
  Score: Raw -12735988.632919 + Penalty 3779.673896 = -12732208.959023
  nChanged 5
		SP:Iteration 88Q (14109.440000 sec): 3 clusters
  Score: Raw -12735989.454051 + Penalty 3779.673896 = -12732209.780155
  nChanged 6
		SP:Iteration 89Q (14110.080000 sec): 3 clusters
  Score: Raw -12735990.372503 + Penalty 3779.673896 = -12732210.698607
  nChanged 5
		SP:Iteration 90Q (14110.810000 sec): 3 clusters
  Score: Raw -12735991.732661 + Penalty 3779.673896 = -12732212.058765
  nChanged 5
		SP:Iteration 91Q (14111.450000 sec): 3 clusters
  Score: Raw -12735992.505902 + Penalty 3779.673896 = -12732212.832006
  nChanged 1
		SP:Iteration 92Q (14112.120000 sec): 3 clusters
  Score: Raw -12735992.762872 + Penalty 3779.673896 = -12732213.088976
  nChanged 4
		SP:Iteration 93Q (14112.720000 sec): 3 clusters
  Score: Raw -12735994.200935 + Penalty 3779.673896 = -12732214.527039
  nChanged 6
		SP:Iteration 94Q (14113.340000 sec): 3 clusters
  Score: Raw -12735995.694975 + Penalty 3779.673896 = -12732216.021079
  nChanged 5
		SP:Iteration 95Q (14114.020000 sec): 3 clusters
  Score: Raw -12735996.679129 + Penalty 3779.673896 = -12732217.005233
  nChanged 4
		SP:Iteration 96Q (14114.670000 sec): 3 clusters
  Score: Raw -12735997.463925 + Penalty 3779.673896 = -12732217.790029
  nChanged 2
		SP:Iteration 97Q (14115.280000 sec): 3 clusters
  Score: Raw -12735997.694285 + Penalty 3779.673896 = -12732218.020388
  nChanged 1
		SP:Iteration 98Q (14115.880000 sec): 3 clusters
  Score: Raw -12735997.898002 + Penalty 3779.673896 = -12732218.224106
  nChanged 1
		SP:Iteration 99Q (14116.490000 sec): 3 clusters
  Score: Raw -12735998.001374 + Penalty 3779.673896 = -12732218.327478
  nChanged 3
		SP:Iteration 100F (14117.160000 sec): 3 clusters
  Score: Raw -12735998.485392 + Penalty 3779.673896 = -12732218.811496
  nChanged 1
		SP:Iteration 101Q (14117.800000 sec): 3 clusters
  Score: Raw -12735998.628241 + Penalty 3779.673896 = -12732218.954344
  nChanged 1
		SP:Iteration 102Q (14118.420000 sec): 3 clusters
  Score: Raw -12735998.785818 + Penalty 3779.673896 = -12732219.111922
  nChanged 1
		SP:Iteration 103Q (14119.040000 sec): 3 clusters
  Score: Raw -12735999.008718 + Penalty 3779.673896 = -12732219.334822
  nChanged 1
		SP:Iteration 104Q (14119.660000 sec): 3 clusters
  Score: Raw -12735999.146352 + Penalty 3779.673896 = -12732219.472456
  nChanged 0
		SP:Iteration 105F (14120.310000 sec): 3 clusters
  Score: Raw -12735999.146352 + Penalty 3779.673896 = -12732219.472456
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14120.420000 sec): 2 clusters
  Score: Raw -66207.918465 + Penalty 1034.551448 = -65173.367017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14120.580000 sec): 3 clusters
  Score: Raw -66150.336426 + Penalty 2069.102896 = -64081.233530
  nChanged 143
		SP:Iteration 1F (14120.740000 sec): 3 clusters
  Score: Raw -66367.522034 + Penalty 2069.102896 = -64298.419138
  nChanged 47
		SP:Iteration 2F (14120.920000 sec): 3 clusters
  Score: Raw -66446.196546 + Penalty 2069.102896 = -64377.093650
  nChanged 21
		SP:Iteration 3Q (14121.050000 sec): 3 clusters
  Score: Raw -66474.899658 + Penalty 2069.102896 = -64405.796762
  nChanged 14
		SP:Iteration 4Q (14121.180000 sec): 3 clusters
  Score: Raw -66495.819982 + Penalty 2069.102896 = -64426.717086
  nChanged 11
		SP:Iteration 5Q (14121.360000 sec): 3 clusters
  Score: Raw -66516.177447 + Penalty 2069.102896 = -64447.074552
  nChanged 10
		SP:Iteration 6Q (14121.530000 sec): 3 clusters
  Score: Raw -66536.764941 + Penalty 2069.102896 = -64467.662046
  nChanged 7
		SP:Iteration 7Q (14121.670000 sec): 3 clusters
  Score: Raw -66554.722372 + Penalty 2069.102896 = -64485.619476
  nChanged 10
		SP:Iteration 8Q (14121.850000 sec): 3 clusters
  Score: Raw -66585.686456 + Penalty 2069.102896 = -64516.583561
  nChanged 15
		SP:Iteration 9Q (14121.980000 sec): 3 clusters
  Score: Raw -66621.156139 + Penalty 2069.102896 = -64552.053243
  nChanged 12
		SP:Iteration 10Q (14122.160000 sec): 3 clusters
  Score: Raw -66649.760733 + Penalty 2069.102896 = -64580.657838
  nChanged 9
		SP:Iteration 11Q (14122.310000 sec): 3 clusters
  Score: Raw -66667.414638 + Penalty 2069.102896 = -64598.311743
  nChanged 7
		SP:Iteration 12Q (14122.450000 sec): 3 clusters
  Score: Raw -66684.837908 + Penalty 2069.102896 = -64615.735013
  nChanged 5
		SP:Iteration 13Q (14122.610000 sec): 3 clusters
  Score: Raw -66695.067422 + Penalty 2069.102896 = -64625.964527
  nChanged 3
		SP:Iteration 14Q (14122.780000 sec): 3 clusters
  Score: Raw -66699.336822 + Penalty 2069.102896 = -64630.233927
  nChanged 3
		SP:Iteration 15Q (14122.900000 sec): 3 clusters
  Score: Raw -66709.983874 + Penalty 2069.102896 = -64640.880978
  nChanged 4
		SP:Iteration 16Q (14123.050000 sec): 3 clusters
  Score: Raw -66718.873316 + Penalty 2069.102896 = -64649.770421
  nChanged 2
		SP:Iteration 17Q (14123.250000 sec): 3 clusters
  Score: Raw -66722.150983 + Penalty 2069.102896 = -64653.048087
  nChanged 2
		SP:Iteration 18Q (14123.400000 sec): 3 clusters
  Score: Raw -66723.358250 + Penalty 2069.102896 = -64654.255355
  nChanged 0
		SP:Iteration 19F (14123.520000 sec): 3 clusters
  Score: Raw -66723.679548 + Penalty 2069.102896 = -64654.576652
  nChanged 1
		SP:Iteration 20F (14123.710000 sec): 3 clusters
  Score: Raw -66740.090900 + Penalty 2069.102896 = -64670.988005
  nChanged 3
		SP:Iteration 21Q (14123.830000 sec): 3 clusters
  Score: Raw -66742.884365 + Penalty 2069.102896 = -64673.781470
  nChanged 0
		SP:Iteration 22F (14123.990000 sec): 3 clusters
  Score: Raw -66742.884365 + Penalty 2069.102896 = -64673.781470
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (42477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14124.320000 sec): 2 clusters
  Score: Raw -5255005.727575 + Penalty 1731.716680 = -5253274.010895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14124.740000 sec): 3 clusters
  Score: Raw -5228409.394374 + Penalty 3463.433360 = -5224945.961014
  nChanged 19746
		SP:Iteration 1F (14125.120000 sec): 3 clusters
  Score: Raw -5239707.748298 + Penalty 3463.433360 = -5236244.314937
  nChanged 2032
		SP:Iteration 2Q (14125.550000 sec): 3 clusters
  Score: Raw -5240490.777103 + Penalty 3463.433360 = -5237027.343742
  nChanged 2320
		SP:Iteration 3F (14125.930000 sec): 3 clusters
  Score: Raw -5241605.196417 + Penalty 3463.433360 = -5238141.763056
  nChanged 2624
		SP:Iteration 4F (14126.290000 sec): 3 clusters
  Score: Raw -5243103.190505 + Penalty 3463.433360 = -5239639.757144
  nChanged 2885
		SP:Iteration 5F (14126.680000 sec): 3 clusters
  Score: Raw -5244896.777700 + Penalty 3463.433360 = -5241433.344340
  nChanged 2857
		SP:Iteration 6F (14127.070000 sec): 3 clusters
  Score: Raw -5246590.388200 + Penalty 3463.433360 = -5243126.954840
  nChanged 2492
		SP:Iteration 7F (14127.410000 sec): 3 clusters
  Score: Raw -5247970.723565 + Penalty 3463.433360 = -5244507.290205
  nChanged 2067
		SP:Iteration 8Q (14127.800000 sec): 3 clusters
  Score: Raw -5249010.135164 + Penalty 3463.433360 = -5245546.701803
  nChanged 1607
		SP:Iteration 9Q (14128.210000 sec): 3 clusters
  Score: Raw -5249782.210719 + Penalty 3463.433360 = -5246318.777359
  nChanged 1358
		SP:Iteration 10Q (14128.590000 sec): 3 clusters
  Score: Raw -5250437.277766 + Penalty 3463.433360 = -5246973.844405
  nChanged 1323
		SP:Iteration 11Q (14128.930000 sec): 3 clusters
  Score: Raw -5251115.094524 + Penalty 3463.433360 = -5247651.661163
  nChanged 1293
		SP:Iteration 12Q (14129.360000 sec): 3 clusters
  Score: Raw -5251806.463190 + Penalty 3463.433360 = -5248343.029830
  nChanged 1210
		SP:Iteration 13Q (14129.740000 sec): 3 clusters
  Score: Raw -5252496.312165 + Penalty 3463.433360 = -5249032.878804
  nChanged 1098
		SP:Iteration 14Q (14130.190000 sec): 3 clusters
  Score: Raw -5253129.627978 + Penalty 3463.433360 = -5249666.194617
  nChanged 962
		SP:Iteration 15Q (14130.590000 sec): 3 clusters
  Score: Raw -5253713.444800 + Penalty 3463.433360 = -5250250.011439
  nChanged 763
		SP:Iteration 16Q (14130.990000 sec): 3 clusters
  Score: Raw -5254172.882930 + Penalty 3463.433360 = -5250709.449570
  nChanged 570
		SP:Iteration 17Q (14131.410000 sec): 3 clusters
  Score: Raw -5254545.618381 + Penalty 3463.433360 = -5251082.185021
  nChanged 461
		SP:Iteration 18Q (14131.800000 sec): 3 clusters
  Score: Raw -5254849.020789 + Penalty 3463.433360 = -5251385.587429
  nChanged 291
		SP:Iteration 19Q (14132.160000 sec): 3 clusters
  Score: Raw -5255039.724419 + Penalty 3463.433360 = -5251576.291059
  nChanged 193
		SP:Iteration 20F (14132.550000 sec): 3 clusters
  Score: Raw -5255172.667688 + Penalty 3463.433360 = -5251709.234327
  nChanged 126
		SP:Iteration 21Q (14132.940000 sec): 3 clusters
  Score: Raw -5255254.370738 + Penalty 3463.433360 = -5251790.937378
  nChanged 80
		SP:Iteration 22Q (14133.290000 sec): 3 clusters
  Score: Raw -5255293.587442 + Penalty 3463.433360 = -5251830.154082
  nChanged 54
		SP:Iteration 23Q (14133.690000 sec): 3 clusters
  Score: Raw -5255318.387107 + Penalty 3463.433360 = -5251854.953747
  nChanged 37
		SP:Iteration 24Q (14134.060000 sec): 3 clusters
  Score: Raw -5255335.728231 + Penalty 3463.433360 = -5251872.294871
  nChanged 20
		SP:Iteration 25Q (14134.430000 sec): 3 clusters
  Score: Raw -5255345.740833 + Penalty 3463.433360 = -5251882.307473
  nChanged 19
		SP:Iteration 26Q (14134.890000 sec): 3 clusters
  Score: Raw -5255353.979296 + Penalty 3463.433360 = -5251890.545936
  nChanged 19
		SP:Iteration 27Q (14135.230000 sec): 3 clusters
  Score: Raw -5255360.379390 + Penalty 3463.433360 = -5251896.946030
  nChanged 9
		SP:Iteration 28Q (14135.620000 sec): 3 clusters
  Score: Raw -5255364.303589 + Penalty 3463.433360 = -5251900.870229
  nChanged 8
		SP:Iteration 29Q (14136.010000 sec): 3 clusters
  Score: Raw -5255368.673136 + Penalty 3463.433360 = -5251905.239776
  nChanged 9
		SP:Iteration 30Q (14136.370000 sec): 3 clusters
  Score: Raw -5255372.662611 + Penalty 3463.433360 = -5251909.229251
  nChanged 10
		SP:Iteration 31Q (14136.790000 sec): 3 clusters
  Score: Raw -5255376.510069 + Penalty 3463.433360 = -5251913.076709
  nChanged 9
		SP:Iteration 32Q (14137.150000 sec): 3 clusters
  Score: Raw -5255379.628692 + Penalty 3463.433360 = -5251916.195331
  nChanged 6
		SP:Iteration 33Q (14137.580000 sec): 3 clusters
  Score: Raw -5255381.921938 + Penalty 3463.433360 = -5251918.488577
  nChanged 1
		SP:Iteration 34Q (14137.890000 sec): 3 clusters
  Score: Raw -5255382.277168 + Penalty 3463.433360 = -5251918.843807
  nChanged 2
		SP:Iteration 35Q (14138.230000 sec): 3 clusters
  Score: Raw -5255382.913299 + Penalty 3463.433360 = -5251919.479938
  nChanged 4
		SP:Iteration 36Q (14138.610000 sec): 3 clusters
  Score: Raw -5255384.536789 + Penalty 3463.433360 = -5251921.103429
  nChanged 6
		SP:Iteration 37Q (14138.940000 sec): 3 clusters
  Score: Raw -5255387.225582 + Penalty 3463.433360 = -5251923.792222
  nChanged 4
		SP:Iteration 38Q (14139.290000 sec): 3 clusters
  Score: Raw -5255389.338339 + Penalty 3463.433360 = -5251925.904978
  nChanged 5
		SP:Iteration 39Q (14139.640000 sec): 3 clusters
  Score: Raw -5255391.583111 + Penalty 3463.433360 = -5251928.149750
  nChanged 6
		SP:Iteration 40F (14140.040000 sec): 3 clusters
  Score: Raw -5255394.487937 + Penalty 3463.433360 = -5251931.054577
  nChanged 6
		SP:Iteration 41Q (14140.400000 sec): 3 clusters
  Score: Raw -5255398.470155 + Penalty 3463.433360 = -5251935.036795
  nChanged 9
		SP:Iteration 42Q (14140.740000 sec): 3 clusters
  Score: Raw -5255403.023142 + Penalty 3463.433360 = -5251939.589782
  nChanged 4
		SP:Iteration 43Q (14141.090000 sec): 3 clusters
  Score: Raw -5255404.702314 + Penalty 3463.433360 = -5251941.268954
  nChanged 5
		SP:Iteration 44Q (14141.460000 sec): 3 clusters
  Score: Raw -5255406.683565 + Penalty 3463.433360 = -5251943.250205
  nChanged 4
		SP:Iteration 45Q (14141.790000 sec): 3 clusters
  Score: Raw -5255408.001562 + Penalty 3463.433360 = -5251944.568202
  nChanged 1
		SP:Iteration 46Q (14142.230000 sec): 3 clusters
  Score: Raw -5255408.611429 + Penalty 3463.433360 = -5251945.178069
  nChanged 1
		SP:Iteration 47Q (14142.570000 sec): 3 clusters
  Score: Raw -5255408.938377 + Penalty 3463.433360 = -5251945.505017
  nChanged 1
		SP:Iteration 48Q (14142.980000 sec): 3 clusters
  Score: Raw -5255409.250759 + Penalty 3463.433360 = -5251945.817399
  nChanged 1
		SP:Iteration 49Q (14143.410000 sec): 3 clusters
  Score: Raw -5255409.530496 + Penalty 3463.433360 = -5251946.097136
  nChanged 1
		SP:Iteration 50Q (14143.730000 sec): 3 clusters
  Score: Raw -5255410.050008 + Penalty 3463.433360 = -5251946.616647
  nChanged 1
		SP:Iteration 51Q (14144.120000 sec): 3 clusters
  Score: Raw -5255410.393724 + Penalty 3463.433360 = -5251946.960364
  nChanged 0
		SP:Iteration 52F (14144.510000 sec): 3 clusters
  Score: Raw -5255410.393724 + Penalty 3463.433360 = -5251946.960364
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14144.630000 sec): 2 clusters
  Score: Raw -167132.461150 + Penalty 1196.532933 = -165935.928217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14144.870000 sec): 3 clusters
  Score: Raw -166582.553359 + Penalty 2393.065866 = -164189.487493
  nChanged 526
		SP:Iteration 1F (14145.070000 sec): 3 clusters
  Score: Raw -167098.344306 + Penalty 2393.065866 = -164705.278440
  nChanged 165
		SP:Iteration 2F (14145.220000 sec): 3 clusters
  Score: Raw -167339.206061 + Penalty 2393.065866 = -164946.140195
  nChanged 114
		SP:Iteration 3F (14145.420000 sec): 3 clusters
  Score: Raw -167503.054613 + Penalty 2393.065866 = -165109.988748
  nChanged 79
		SP:Iteration 4F (14145.580000 sec): 3 clusters
  Score: Raw -167603.500715 + Penalty 2393.065866 = -165210.434850
  nChanged 51
		SP:Iteration 5Q (14145.750000 sec): 3 clusters
  Score: Raw -167658.372433 + Penalty 2393.065866 = -165265.306567
  nChanged 32
		SP:Iteration 6Q (14145.970000 sec): 3 clusters
  Score: Raw -167683.577168 + Penalty 2393.065866 = -165290.511302
  nChanged 26
		SP:Iteration 7Q (14146.180000 sec): 3 clusters
  Score: Raw -167699.125290 + Penalty 2393.065866 = -165306.059424
  nChanged 17
		SP:Iteration 8Q (14146.360000 sec): 3 clusters
  Score: Raw -167708.272191 + Penalty 2393.065866 = -165315.206325
  nChanged 14
		SP:Iteration 9Q (14146.570000 sec): 3 clusters
  Score: Raw -167715.505241 + Penalty 2393.065866 = -165322.439375
  nChanged 10
		SP:Iteration 10Q (14146.760000 sec): 3 clusters
  Score: Raw -167720.126260 + Penalty 2393.065866 = -165327.060394
  nChanged 4
		SP:Iteration 11Q (14146.980000 sec): 3 clusters
  Score: Raw -167721.323403 + Penalty 2393.065866 = -165328.257537
  nChanged 4
		SP:Iteration 12Q (14147.140000 sec): 3 clusters
  Score: Raw -167722.025810 + Penalty 2393.065866 = -165328.959944
  nChanged 5
		SP:Iteration 13Q (14147.320000 sec): 3 clusters
  Score: Raw -167723.363934 + Penalty 2393.065866 = -165330.298068
  nChanged 3
		SP:Iteration 14Q (14147.490000 sec): 3 clusters
  Score: Raw -167723.850807 + Penalty 2393.065866 = -165330.784941
  nChanged 2
		SP:Iteration 15Q (14147.730000 sec): 3 clusters
  Score: Raw -167724.869624 + Penalty 2393.065866 = -165331.803758
  nChanged 4
		SP:Iteration 16Q (14147.860000 sec): 3 clusters
  Score: Raw -167725.881313 + Penalty 2393.065866 = -165332.815448
  nChanged 1
		SP:Iteration 17Q (14148.070000 sec): 3 clusters
  Score: Raw -167726.873874 + Penalty 2393.065866 = -165333.808008
  nChanged 1
		SP:Iteration 18Q (14148.290000 sec): 3 clusters
  Score: Raw -167727.213049 + Penalty 2393.065866 = -165334.147183
  nChanged 0
		SP:Iteration 19F (14148.510000 sec): 3 clusters
  Score: Raw -167727.213049 + Penalty 2393.065866 = -165334.147183
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (27153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14148.750000 sec): 2 clusters
  Score: Raw -3108686.225644 + Penalty 1659.001958 = -3107027.223686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14149.080000 sec): 3 clusters
  Score: Raw -3092004.000341 + Penalty 3318.003915 = -3088685.996426
  nChanged 12410
		SP:Iteration 1F (14149.380000 sec): 3 clusters
  Score: Raw -3099027.872661 + Penalty 3318.003915 = -3095709.868745
  nChanged 1309
		SP:Iteration 2Q (14149.770000 sec): 3 clusters
  Score: Raw -3099541.593036 + Penalty 3318.003915 = -3096223.589121
  nChanged 1317
		SP:Iteration 3Q (14150.090000 sec): 3 clusters
  Score: Raw -3100106.861576 + Penalty 3318.003915 = -3096788.857661
  nChanged 1360
		SP:Iteration 4F (14150.410000 sec): 3 clusters
  Score: Raw -3100755.128637 + Penalty 3318.003915 = -3097437.124721
  nChanged 1337
		SP:Iteration 5Q (14150.700000 sec): 3 clusters
  Score: Raw -3101416.743542 + Penalty 3318.003915 = -3098098.739626
  nChanged 1346
		SP:Iteration 6Q (14151.060000 sec): 3 clusters
  Score: Raw -3102104.096620 + Penalty 3318.003915 = -3098786.092705
  nChanged 1313
		SP:Iteration 7Q (14151.400000 sec): 3 clusters
  Score: Raw -3102787.908896 + Penalty 3318.003915 = -3099469.904981
  nChanged 1291
		SP:Iteration 8Q (14151.740000 sec): 3 clusters
  Score: Raw -3103434.054268 + Penalty 3318.003915 = -3100116.050352
  nChanged 1198
		SP:Iteration 9Q (14152.020000 sec): 3 clusters
  Score: Raw -3104017.633405 + Penalty 3318.003915 = -3100699.629490
  nChanged 1159
		SP:Iteration 10Q (14152.320000 sec): 3 clusters
  Score: Raw -3104593.332331 + Penalty 3318.003915 = -3101275.328416
  nChanged 997
		SP:Iteration 11Q (14152.590000 sec): 3 clusters
  Score: Raw -3105072.649694 + Penalty 3318.003915 = -3101754.645779
  nChanged 852
		SP:Iteration 12Q (14152.880000 sec): 3 clusters
  Score: Raw -3105469.409489 + Penalty 3318.003915 = -3102151.405573
  nChanged 736
		SP:Iteration 13Q (14153.220000 sec): 3 clusters
  Score: Raw -3105747.315718 + Penalty 3318.003915 = -3102429.311803
  nChanged 586
		SP:Iteration 14Q (14153.490000 sec): 3 clusters
  Score: Raw -3105916.517852 + Penalty 3318.003915 = -3102598.513937
  nChanged 465
		SP:Iteration 15Q (14153.780000 sec): 3 clusters
  Score: Raw -3106043.483935 + Penalty 3318.003915 = -3102725.480020
  nChanged 378
		SP:Iteration 16Q (14154.120000 sec): 3 clusters
  Score: Raw -3106134.284637 + Penalty 3318.003915 = -3102816.280722
  nChanged 327
		SP:Iteration 17Q (14154.430000 sec): 3 clusters
  Score: Raw -3106213.988433 + Penalty 3318.003915 = -3102895.984517
  nChanged 306
		SP:Iteration 18Q (14154.710000 sec): 3 clusters
  Score: Raw -3106286.892533 + Penalty 3318.003915 = -3102968.888618
  nChanged 311
		SP:Iteration 19Q (14155.060000 sec): 3 clusters
  Score: Raw -3106365.696056 + Penalty 3318.003915 = -3103047.692141
  nChanged 302
		SP:Iteration 20F (14155.320000 sec): 3 clusters
  Score: Raw -3106439.370257 + Penalty 3318.003915 = -3103121.366341
  nChanged 308
		SP:Iteration 21Q (14155.680000 sec): 3 clusters
  Score: Raw -3106516.967209 + Penalty 3318.003915 = -3103198.963294
  nChanged 309
		SP:Iteration 22Q (14156.010000 sec): 3 clusters
  Score: Raw -3106602.656105 + Penalty 3318.003915 = -3103284.652189
  nChanged 338
		SP:Iteration 23Q (14156.390000 sec): 3 clusters
  Score: Raw -3106709.802077 + Penalty 3318.003915 = -3103391.798161
  nChanged 383
		SP:Iteration 24Q (14156.720000 sec): 3 clusters
  Score: Raw -3106836.469492 + Penalty 3318.003915 = -3103518.465577
  nChanged 362
		SP:Iteration 25Q (14157.040000 sec): 3 clusters
  Score: Raw -3106958.052882 + Penalty 3318.003915 = -3103640.048967
  nChanged 409
		SP:Iteration 26Q (14157.450000 sec): 3 clusters
  Score: Raw -3107121.031336 + Penalty 3318.003915 = -3103803.027421
  nChanged 434
		SP:Iteration 27Q (14157.740000 sec): 3 clusters
  Score: Raw -3107288.695375 + Penalty 3318.003915 = -3103970.691460
  nChanged 430
		SP:Iteration 28Q (14158.060000 sec): 3 clusters
  Score: Raw -3107471.766864 + Penalty 3318.003915 = -3104153.762948
  nChanged 423
		SP:Iteration 29Q (14158.370000 sec): 3 clusters
  Score: Raw -3107674.000502 + Penalty 3318.003915 = -3104355.996587
  nChanged 419
		SP:Iteration 30Q (14158.610000 sec): 3 clusters
  Score: Raw -3107874.762290 + Penalty 3318.003915 = -3104556.758375
  nChanged 429
		SP:Iteration 31Q (14158.930000 sec): 3 clusters
  Score: Raw -3108110.790263 + Penalty 3318.003915 = -3104792.786348
  nChanged 416
		SP:Iteration 32Q (14159.270000 sec): 3 clusters
  Score: Raw -3108387.807601 + Penalty 3318.003915 = -3105069.803685
  nChanged 397
		SP:Iteration 33Q (14159.620000 sec): 3 clusters
  Score: Raw -3108707.025716 + Penalty 3318.003915 = -3105389.021801
  nChanged 389
		SP:Iteration 34Q (14159.890000 sec): 3 clusters
  Score: Raw -3109110.407808 + Penalty 3318.003915 = -3105792.403893
  nChanged 320
		SP:Iteration 35Q (14160.210000 sec): 3 clusters
  Score: Raw -3109468.159670 + Penalty 3318.003915 = -3106150.155755
  nChanged 247
		SP:Iteration 36Q (14160.540000 sec): 3 clusters
  Score: Raw -3109662.414589 + Penalty 3318.003915 = -3106344.410674
  nChanged 199
		SP:Iteration 37Q (14160.830000 sec): 3 clusters
  Score: Raw -3109748.352972 + Penalty 3318.003915 = -3106430.349056
  nChanged 156
		SP:Iteration 38Q (14161.090000 sec): 3 clusters
  Score: Raw -3109798.651872 + Penalty 3318.003915 = -3106480.647957
  nChanged 112
		SP:Iteration 39Q (14161.440000 sec): 3 clusters
  Score: Raw -3109828.485015 + Penalty 3318.003915 = -3106510.481100
  nChanged 96
		SP:Iteration 40F (14161.670000 sec): 3 clusters
  Score: Raw -3109854.761181 + Penalty 3318.003915 = -3106536.757265
  nChanged 75
		SP:Iteration 41Q (14162.010000 sec): 3 clusters
  Score: Raw -3109877.986392 + Penalty 3318.003915 = -3106559.982476
  nChanged 74
		SP:Iteration 42Q (14162.340000 sec): 3 clusters
  Score: Raw -3109900.965328 + Penalty 3318.003915 = -3106582.961413
  nChanged 74
		SP:Iteration 43Q (14162.670000 sec): 3 clusters
  Score: Raw -3109921.534252 + Penalty 3318.003915 = -3106603.530336
  nChanged 76
		SP:Iteration 44Q (14162.990000 sec): 3 clusters
  Score: Raw -3109944.090632 + Penalty 3318.003915 = -3106626.086717
  nChanged 86
		SP:Iteration 45Q (14163.270000 sec): 3 clusters
  Score: Raw -3109974.234345 + Penalty 3318.003915 = -3106656.230430
  nChanged 89
		SP:Iteration 46Q (14163.570000 sec): 3 clusters
  Score: Raw -3110000.514886 + Penalty 3318.003915 = -3106682.510971
  nChanged 78
		SP:Iteration 47Q (14163.900000 sec): 3 clusters
  Score: Raw -3110019.166628 + Penalty 3318.003915 = -3106701.162713
  nChanged 66
		SP:Iteration 48Q (14164.220000 sec): 3 clusters
  Score: Raw -3110035.711863 + Penalty 3318.003915 = -3106717.707948
  nChanged 81
		SP:Iteration 49Q (14164.550000 sec): 3 clusters
  Score: Raw -3110056.651046 + Penalty 3318.003915 = -3106738.647131
  nChanged 79
		SP:Iteration 50Q (14164.830000 sec): 3 clusters
  Score: Raw -3110073.513783 + Penalty 3318.003915 = -3106755.509868
  nChanged 53
		SP:Iteration 51Q (14165.140000 sec): 3 clusters
  Score: Raw -3110083.667658 + Penalty 3318.003915 = -3106765.663743
  nChanged 55
		SP:Iteration 52Q (14165.460000 sec): 3 clusters
  Score: Raw -3110092.328106 + Penalty 3318.003915 = -3106774.324191
  nChanged 40
		SP:Iteration 53Q (14165.770000 sec): 3 clusters
  Score: Raw -3110098.511061 + Penalty 3318.003915 = -3106780.507145
  nChanged 38
		SP:Iteration 54Q (14166.140000 sec): 3 clusters
  Score: Raw -3110102.730333 + Penalty 3318.003915 = -3106784.726418
  nChanged 23
		SP:Iteration 55Q (14166.470000 sec): 3 clusters
  Score: Raw -3110106.310830 + Penalty 3318.003915 = -3106788.306915
  nChanged 24
		SP:Iteration 56Q (14166.800000 sec): 3 clusters
  Score: Raw -3110109.811357 + Penalty 3318.003915 = -3106791.807441
  nChanged 25
		SP:Iteration 57Q (14167.140000 sec): 3 clusters
  Score: Raw -3110113.328400 + Penalty 3318.003915 = -3106795.324485
  nChanged 22
		SP:Iteration 58Q (14167.480000 sec): 3 clusters
  Score: Raw -3110115.810246 + Penalty 3318.003915 = -3106797.806330
  nChanged 15
		SP:Iteration 59Q (14167.810000 sec): 3 clusters
  Score: Raw -3110117.660030 + Penalty 3318.003915 = -3106799.656114
  nChanged 17
		SP:Iteration 60F (14168.150000 sec): 3 clusters
  Score: Raw -3110119.191157 + Penalty 3318.003915 = -3106801.187241
  nChanged 14
		SP:Iteration 61Q (14168.430000 sec): 3 clusters
  Score: Raw -3110120.641858 + Penalty 3318.003915 = -3106802.637943
  nChanged 16
		SP:Iteration 62Q (14168.790000 sec): 3 clusters
  Score: Raw -3110122.035219 + Penalty 3318.003915 = -3106804.031303
  nChanged 15
		SP:Iteration 63Q (14169.060000 sec): 3 clusters
  Score: Raw -3110123.293002 + Penalty 3318.003915 = -3106805.289086
  nChanged 9
		SP:Iteration 64Q (14169.390000 sec): 3 clusters
  Score: Raw -3110124.038409 + Penalty 3318.003915 = -3106806.034494
  nChanged 5
		SP:Iteration 65Q (14169.720000 sec): 3 clusters
  Score: Raw -3110124.579489 + Penalty 3318.003915 = -3106806.575573
  nChanged 4
		SP:Iteration 66Q (14170.060000 sec): 3 clusters
  Score: Raw -3110124.815007 + Penalty 3318.003915 = -3106806.811092
  nChanged 2
		SP:Iteration 67Q (14170.350000 sec): 3 clusters
  Score: Raw -3110124.925329 + Penalty 3318.003915 = -3106806.921414
  nChanged 2
		SP:Iteration 68Q (14170.630000 sec): 3 clusters
  Score: Raw -3110125.105223 + Penalty 3318.003915 = -3106807.101308
  nChanged 4
		SP:Iteration 69Q (14170.920000 sec): 3 clusters
  Score: Raw -3110125.321297 + Penalty 3318.003915 = -3106807.317382
  nChanged 0
		SP:Iteration 70F (14171.240000 sec): 3 clusters
  Score: Raw -3110125.321297 + Penalty 3318.003915 = -3106807.317382
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14171.430000 sec): 2 clusters
  Score: Raw -553821.230026 + Penalty 1386.879017 = -552434.351009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14171.620000 sec): 3 clusters
  Score: Raw -551178.475363 + Penalty 2773.758034 = -548404.717328
  nChanged 2061
		SP:Iteration 1F (14171.800000 sec): 3 clusters
  Score: Raw -552411.447653 + Penalty 2773.758034 = -549637.689619
  nChanged 431
		SP:Iteration 2F (14171.960000 sec): 3 clusters
  Score: Raw -552693.691225 + Penalty 2773.758034 = -549919.933191
  nChanged 303
		SP:Iteration 3F (14172.150000 sec): 3 clusters
  Score: Raw -552887.695864 + Penalty 2773.758034 = -550113.937830
  nChanged 243
		SP:Iteration 4Q (14172.330000 sec): 3 clusters
  Score: Raw -553024.460015 + Penalty 2773.758034 = -550250.701981
  nChanged 215
		SP:Iteration 5Q (14172.530000 sec): 3 clusters
  Score: Raw -553155.547738 + Penalty 2773.758034 = -550381.789704
  nChanged 184
		SP:Iteration 6Q (14172.720000 sec): 3 clusters
  Score: Raw -553254.399540 + Penalty 2773.758034 = -550480.641506
  nChanged 155
		SP:Iteration 7Q (14172.900000 sec): 3 clusters
  Score: Raw -553332.497480 + Penalty 2773.758034 = -550558.739446
  nChanged 132
		SP:Iteration 8Q (14173.100000 sec): 3 clusters
  Score: Raw -553410.689513 + Penalty 2773.758034 = -550636.931479
  nChanged 122
		SP:Iteration 9Q (14173.290000 sec): 3 clusters
  Score: Raw -553490.835283 + Penalty 2773.758034 = -550717.077249
  nChanged 131
		SP:Iteration 10Q (14173.510000 sec): 3 clusters
  Score: Raw -553574.877563 + Penalty 2773.758034 = -550801.119529
  nChanged 124
		SP:Iteration 11Q (14173.710000 sec): 3 clusters
  Score: Raw -553645.702779 + Penalty 2773.758034 = -550871.944745
  nChanged 114
		SP:Iteration 12Q (14173.920000 sec): 3 clusters
  Score: Raw -553704.157671 + Penalty 2773.758034 = -550930.399637
  nChanged 109
		SP:Iteration 13Q (14174.130000 sec): 3 clusters
  Score: Raw -553757.421069 + Penalty 2773.758034 = -550983.663035
  nChanged 100
		SP:Iteration 14Q (14174.340000 sec): 3 clusters
  Score: Raw -553809.945325 + Penalty 2773.758034 = -551036.187291
  nChanged 111
		SP:Iteration 15Q (14174.540000 sec): 3 clusters
  Score: Raw -553869.319187 + Penalty 2773.758034 = -551095.561153
  nChanged 110
		SP:Iteration 16Q (14174.780000 sec): 3 clusters
  Score: Raw -553935.551624 + Penalty 2773.758034 = -551161.793589
  nChanged 103
		SP:Iteration 17Q (14174.970000 sec): 3 clusters
  Score: Raw -553991.305431 + Penalty 2773.758034 = -551217.547396
  nChanged 92
		SP:Iteration 18Q (14175.190000 sec): 3 clusters
  Score: Raw -554035.352899 + Penalty 2773.758034 = -551261.594865
  nChanged 82
		SP:Iteration 19Q (14175.400000 sec): 3 clusters
  Score: Raw -554076.537661 + Penalty 2773.758034 = -551302.779626
  nChanged 77
		SP:Iteration 20F (14175.680000 sec): 3 clusters
  Score: Raw -554108.848618 + Penalty 2773.758034 = -551335.090584
  nChanged 54
		SP:Iteration 21Q (14175.850000 sec): 3 clusters
  Score: Raw -554128.144287 + Penalty 2773.758034 = -551354.386253
  nChanged 41
		SP:Iteration 22Q (14176.120000 sec): 3 clusters
  Score: Raw -554141.655959 + Penalty 2773.758034 = -551367.897925
  nChanged 34
		SP:Iteration 23Q (14176.350000 sec): 3 clusters
  Score: Raw -554152.034229 + Penalty 2773.758034 = -551378.276194
  nChanged 27
		SP:Iteration 24Q (14176.580000 sec): 3 clusters
  Score: Raw -554162.043031 + Penalty 2773.758034 = -551388.284997
  nChanged 27
		SP:Iteration 25Q (14176.750000 sec): 3 clusters
  Score: Raw -554171.453153 + Penalty 2773.758034 = -551397.695119
  nChanged 17
		SP:Iteration 26Q (14176.990000 sec): 3 clusters
  Score: Raw -554175.460454 + Penalty 2773.758034 = -551401.702420
  nChanged 13
		SP:Iteration 27Q (14177.220000 sec): 3 clusters
  Score: Raw -554179.905232 + Penalty 2773.758034 = -551406.147198
  nChanged 20
		SP:Iteration 28Q (14177.450000 sec): 3 clusters
  Score: Raw -554185.785914 + Penalty 2773.758034 = -551412.027880
  nChanged 10
		SP:Iteration 29Q (14177.660000 sec): 3 clusters
  Score: Raw -554188.011028 + Penalty 2773.758034 = -551414.252994
  nChanged 9
		SP:Iteration 30Q (14177.880000 sec): 3 clusters
  Score: Raw -554190.371459 + Penalty 2773.758034 = -551416.613425
  nChanged 6
		SP:Iteration 31Q (14178.110000 sec): 3 clusters
  Score: Raw -554191.629160 + Penalty 2773.758034 = -551417.871126
  nChanged 2
		SP:Iteration 32Q (14178.340000 sec): 3 clusters
  Score: Raw -554191.941496 + Penalty 2773.758034 = -551418.183462
  nChanged 1
		SP:Iteration 33Q (14178.600000 sec): 3 clusters
  Score: Raw -554192.370505 + Penalty 2773.758034 = -551418.612471
  nChanged 2
		SP:Iteration 34Q (14178.790000 sec): 3 clusters
  Score: Raw -554192.797360 + Penalty 2773.758034 = -551419.039326
  nChanged 5
		SP:Iteration 35Q (14179.010000 sec): 3 clusters
  Score: Raw -554193.649460 + Penalty 2773.758034 = -551419.891426
  nChanged 4
		SP:Iteration 36Q (14179.220000 sec): 3 clusters
  Score: Raw -554194.156740 + Penalty 2773.758034 = -551420.398706
  nChanged 2
		SP:Iteration 37Q (14179.480000 sec): 3 clusters
  Score: Raw -554194.420356 + Penalty 2773.758034 = -551420.662321
  nChanged 3
		SP:Iteration 38Q (14179.670000 sec): 3 clusters
  Score: Raw -554194.826567 + Penalty 2773.758034 = -551421.068533
  nChanged 2
		SP:Iteration 39Q (14179.840000 sec): 3 clusters
  Score: Raw -554195.145109 + Penalty 2773.758034 = -551421.387074
  nChanged 2
		SP:Iteration 40F (14180.000000 sec): 3 clusters
  Score: Raw -554195.424279 + Penalty 2773.758034 = -551421.666245
  nChanged 1
		SP:Iteration 41Q (14180.200000 sec): 3 clusters
  Score: Raw -554195.679352 + Penalty 2773.758034 = -551421.921318
  nChanged 0
		SP:Iteration 42F (14180.380000 sec): 3 clusters
  Score: Raw -554195.679352 + Penalty 2773.758034 = -551421.921318
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14180.500000 sec): 2 clusters
  Score: Raw -599053.002530 + Penalty 1407.516467 = -597645.486063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14180.730000 sec): 3 clusters
  Score: Raw -595970.460574 + Penalty 2815.032934 = -593155.427640
  nChanged 2417
		SP:Iteration 1F (14180.900000 sec): 3 clusters
  Score: Raw -597447.277693 + Penalty 2815.032934 = -594632.244759
  nChanged 513
		SP:Iteration 2F (14181.090000 sec): 3 clusters
  Score: Raw -597791.578286 + Penalty 2815.032934 = -594976.545352
  nChanged 380
		SP:Iteration 3F (14181.320000 sec): 3 clusters
  Score: Raw -598064.786568 + Penalty 2815.032934 = -595249.753635
  nChanged 354
		SP:Iteration 4F (14181.520000 sec): 3 clusters
  Score: Raw -598341.357391 + Penalty 2815.032934 = -595526.324458
  nChanged 328
		SP:Iteration 5F (14181.700000 sec): 3 clusters
  Score: Raw -598599.714738 + Penalty 2815.032934 = -595784.681805
  nChanged 302
		SP:Iteration 6F (14181.930000 sec): 3 clusters
  Score: Raw -598821.521743 + Penalty 2815.032934 = -596006.488809
  nChanged 269
		SP:Iteration 7Q (14182.150000 sec): 3 clusters
  Score: Raw -598997.370002 + Penalty 2815.032934 = -596182.337068
  nChanged 257
		SP:Iteration 8Q (14182.380000 sec): 3 clusters
  Score: Raw -599153.718685 + Penalty 2815.032934 = -596338.685751
  nChanged 204
		SP:Iteration 9Q (14182.540000 sec): 3 clusters
  Score: Raw -599270.202583 + Penalty 2815.032934 = -596455.169649
  nChanged 163
		SP:Iteration 10Q (14182.720000 sec): 3 clusters
  Score: Raw -599344.726520 + Penalty 2815.032934 = -596529.693586
  nChanged 126
		SP:Iteration 11Q (14182.910000 sec): 3 clusters
  Score: Raw -599411.323191 + Penalty 2815.032934 = -596596.290257
  nChanged 101
		SP:Iteration 12Q (14183.080000 sec): 3 clusters
  Score: Raw -599460.233117 + Penalty 2815.032934 = -596645.200184
  nChanged 98
		SP:Iteration 13Q (14183.270000 sec): 3 clusters
  Score: Raw -599500.366677 + Penalty 2815.032934 = -596685.333743
  nChanged 86
		SP:Iteration 14Q (14183.440000 sec): 3 clusters
  Score: Raw -599533.444959 + Penalty 2815.032934 = -596718.412025
  nChanged 86
		SP:Iteration 15Q (14183.640000 sec): 3 clusters
  Score: Raw -599569.633902 + Penalty 2815.032934 = -596754.600968
  nChanged 74
		SP:Iteration 16Q (14183.800000 sec): 3 clusters
  Score: Raw -599596.768413 + Penalty 2815.032934 = -596781.735479
  nChanged 70
		SP:Iteration 17Q (14183.990000 sec): 3 clusters
  Score: Raw -599622.873188 + Penalty 2815.032934 = -596807.840254
  nChanged 57
		SP:Iteration 18Q (14184.180000 sec): 3 clusters
  Score: Raw -599641.094116 + Penalty 2815.032934 = -596826.061183
  nChanged 45
		SP:Iteration 19Q (14184.360000 sec): 3 clusters
  Score: Raw -599656.676800 + Penalty 2815.032934 = -596841.643867
  nChanged 40
		SP:Iteration 20F (14184.550000 sec): 3 clusters
  Score: Raw -599667.463930 + Penalty 2815.032934 = -596852.430996
  nChanged 35
		SP:Iteration 21Q (14184.720000 sec): 3 clusters
  Score: Raw -599676.127255 + Penalty 2815.032934 = -596861.094321
  nChanged 27
		SP:Iteration 22Q (14184.910000 sec): 3 clusters
  Score: Raw -599684.889213 + Penalty 2815.032934 = -596869.856279
  nChanged 36
		SP:Iteration 23Q (14185.090000 sec): 3 clusters
  Score: Raw -599695.396454 + Penalty 2815.032934 = -596880.363520
  nChanged 25
		SP:Iteration 24Q (14185.290000 sec): 3 clusters
  Score: Raw -599705.499380 + Penalty 2815.032934 = -596890.466446
  nChanged 26
		SP:Iteration 25Q (14185.460000 sec): 3 clusters
  Score: Raw -599711.647784 + Penalty 2815.032934 = -596896.614850
  nChanged 18
		SP:Iteration 26Q (14185.660000 sec): 3 clusters
  Score: Raw -599715.310726 + Penalty 2815.032934 = -596900.277793
  nChanged 12
		SP:Iteration 27Q (14185.870000 sec): 3 clusters
  Score: Raw -599717.789106 + Penalty 2815.032934 = -596902.756173
  nChanged 13
		SP:Iteration 28Q (14186.010000 sec): 3 clusters
  Score: Raw -599720.742121 + Penalty 2815.032934 = -596905.709187
  nChanged 15
		SP:Iteration 29Q (14186.180000 sec): 3 clusters
  Score: Raw -599724.382299 + Penalty 2815.032934 = -596909.349366
  nChanged 13
		SP:Iteration 30Q (14186.380000 sec): 3 clusters
  Score: Raw -599727.233780 + Penalty 2815.032934 = -596912.200847
  nChanged 9
		SP:Iteration 31Q (14186.520000 sec): 3 clusters
  Score: Raw -599729.398510 + Penalty 2815.032934 = -596914.365577
  nChanged 9
		SP:Iteration 32Q (14186.720000 sec): 3 clusters
  Score: Raw -599731.690172 + Penalty 2815.032934 = -596916.657239
  nChanged 20
		SP:Iteration 33Q (14186.890000 sec): 3 clusters
  Score: Raw -599737.458582 + Penalty 2815.032934 = -596922.425649
  nChanged 13
		SP:Iteration 34Q (14187.080000 sec): 3 clusters
  Score: Raw -599740.184181 + Penalty 2815.032934 = -596925.151248
  nChanged 15
		SP:Iteration 35Q (14187.210000 sec): 3 clusters
  Score: Raw -599743.075796 + Penalty 2815.032934 = -596928.042863
  nChanged 9
		SP:Iteration 36Q (14187.360000 sec): 3 clusters
  Score: Raw -599744.908348 + Penalty 2815.032934 = -596929.875414
  nChanged 4
		SP:Iteration 37Q (14187.600000 sec): 3 clusters
  Score: Raw -599745.301351 + Penalty 2815.032934 = -596930.268417
  nChanged 2
		SP:Iteration 38Q (14187.760000 sec): 3 clusters
  Score: Raw -599745.579082 + Penalty 2815.032934 = -596930.546148
  nChanged 1
		SP:Iteration 39Q (14187.950000 sec): 3 clusters
  Score: Raw -599745.711033 + Penalty 2815.032934 = -596930.678100
  nChanged 0
		SP:Iteration 40F (14188.140000 sec): 3 clusters
  Score: Raw -599745.711033 + Penalty 2815.032934 = -596930.678100
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (3883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14188.180000 sec): 2 clusters
  Score: Raw -472133.674493 + Penalty 1342.959041 = -470790.715452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14188.370000 sec): 3 clusters
  Score: Raw -470230.614422 + Penalty 2685.918082 = -467544.696340
  nChanged 1467
		SP:Iteration 1F (14188.510000 sec): 3 clusters
  Score: Raw -471091.776897 + Penalty 2685.918082 = -468405.858815
  nChanged 275
		SP:Iteration 2F (14188.660000 sec): 3 clusters
  Score: Raw -471264.303841 + Penalty 2685.918082 = -468578.385758
  nChanged 201
		SP:Iteration 3F (14188.850000 sec): 3 clusters
  Score: Raw -471390.996070 + Penalty 2685.918082 = -468705.077988
  nChanged 166
		SP:Iteration 4Q (14188.980000 sec): 3 clusters
  Score: Raw -471493.404788 + Penalty 2685.918082 = -468807.486706
  nChanged 141
		SP:Iteration 5Q (14189.170000 sec): 3 clusters
  Score: Raw -471573.396886 + Penalty 2685.918082 = -468887.478803
  nChanged 119
		SP:Iteration 6Q (14189.320000 sec): 3 clusters
  Score: Raw -471638.456113 + Penalty 2685.918082 = -468952.538031
  nChanged 103
		SP:Iteration 7Q (14189.500000 sec): 3 clusters
  Score: Raw -471694.052947 + Penalty 2685.918082 = -469008.134864
  nChanged 86
		SP:Iteration 8Q (14189.660000 sec): 3 clusters
  Score: Raw -471739.103315 + Penalty 2685.918082 = -469053.185232
  nChanged 75
		SP:Iteration 9Q (14189.800000 sec): 3 clusters
  Score: Raw -471776.177446 + Penalty 2685.918082 = -469090.259363
  nChanged 74
		SP:Iteration 10Q (14189.980000 sec): 3 clusters
  Score: Raw -471810.663522 + Penalty 2685.918082 = -469124.745440
  nChanged 60
		SP:Iteration 11Q (14190.160000 sec): 3 clusters
  Score: Raw -471839.860027 + Penalty 2685.918082 = -469153.941945
  nChanged 51
		SP:Iteration 12Q (14190.310000 sec): 3 clusters
  Score: Raw -471868.012299 + Penalty 2685.918082 = -469182.094217
  nChanged 60
		SP:Iteration 13Q (14190.470000 sec): 3 clusters
  Score: Raw -471908.385765 + Penalty 2685.918082 = -469222.467683
  nChanged 74
		SP:Iteration 14Q (14190.650000 sec): 3 clusters
  Score: Raw -471952.960419 + Penalty 2685.918082 = -469267.042337
  nChanged 62
		SP:Iteration 15Q (14190.770000 sec): 3 clusters
  Score: Raw -471989.783682 + Penalty 2685.918082 = -469303.865600
  nChanged 59
		SP:Iteration 16Q (14190.890000 sec): 3 clusters
  Score: Raw -472035.918358 + Penalty 2685.918082 = -469350.000276
  nChanged 55
		SP:Iteration 17Q (14191.030000 sec): 3 clusters
  Score: Raw -472079.281467 + Penalty 2685.918082 = -469393.363385
  nChanged 60
		SP:Iteration 18Q (14191.190000 sec): 3 clusters
  Score: Raw -472119.251579 + Penalty 2685.918082 = -469433.333497
  nChanged 51
		SP:Iteration 19Q (14191.300000 sec): 3 clusters
  Score: Raw -472159.451982 + Penalty 2685.918082 = -469473.533900
  nChanged 48
		SP:Iteration 20F (14191.420000 sec): 3 clusters
  Score: Raw -472195.613420 + Penalty 2685.918082 = -469509.695337
  nChanged 42
		SP:Iteration 21Q (14191.610000 sec): 3 clusters
  Score: Raw -472225.083402 + Penalty 2685.918082 = -469539.165319
  nChanged 40
		SP:Iteration 22Q (14191.780000 sec): 3 clusters
  Score: Raw -472255.999624 + Penalty 2685.918082 = -469570.081542
  nChanged 21
		SP:Iteration 23Q (14191.960000 sec): 3 clusters
  Score: Raw -472274.809890 + Penalty 2685.918082 = -469588.891808
  nChanged 17
		SP:Iteration 24Q (14192.110000 sec): 3 clusters
  Score: Raw -472290.201980 + Penalty 2685.918082 = -469604.283897
  nChanged 14
		SP:Iteration 25Q (14192.280000 sec): 3 clusters
  Score: Raw -472300.995159 + Penalty 2685.918082 = -469615.077077
  nChanged 11
		SP:Iteration 26Q (14192.400000 sec): 3 clusters
  Score: Raw -472309.826343 + Penalty 2685.918082 = -469623.908261
  nChanged 11
		SP:Iteration 27Q (14192.600000 sec): 3 clusters
  Score: Raw -472318.493144 + Penalty 2685.918082 = -469632.575061
  nChanged 14
		SP:Iteration 28Q (14192.760000 sec): 3 clusters
  Score: Raw -472329.328654 + Penalty 2685.918082 = -469643.410572
  nChanged 8
		SP:Iteration 29Q (14192.870000 sec): 3 clusters
  Score: Raw -472336.669500 + Penalty 2685.918082 = -469650.751418
  nChanged 10
		SP:Iteration 30Q (14193.040000 sec): 3 clusters
  Score: Raw -472342.174544 + Penalty 2685.918082 = -469656.256462
  nChanged 5
		SP:Iteration 31Q (14193.190000 sec): 3 clusters
  Score: Raw -472345.867095 + Penalty 2685.918082 = -469659.949013
  nChanged 3
		SP:Iteration 32Q (14193.310000 sec): 3 clusters
  Score: Raw -472349.614652 + Penalty 2685.918082 = -469663.696570
  nChanged 4
		SP:Iteration 33Q (14193.450000 sec): 3 clusters
  Score: Raw -472352.814676 + Penalty 2685.918082 = -469666.896593
  nChanged 2
		SP:Iteration 34Q (14193.650000 sec): 3 clusters
  Score: Raw -472354.074534 + Penalty 2685.918082 = -469668.156452
  nChanged 1
		SP:Iteration 35Q (14193.810000 sec): 3 clusters
  Score: Raw -472354.537659 + Penalty 2685.918082 = -469668.619577
  nChanged 1
		SP:Iteration 36Q (14193.930000 sec): 3 clusters
  Score: Raw -472355.051589 + Penalty 2685.918082 = -469669.133507
  nChanged 2
		SP:Iteration 37Q (14194.120000 sec): 3 clusters
  Score: Raw -472356.627485 + Penalty 2685.918082 = -469670.709402
  nChanged 6
		SP:Iteration 38Q (14194.250000 sec): 3 clusters
  Score: Raw -472360.386741 + Penalty 2685.918082 = -469674.468659
  nChanged 4
		SP:Iteration 39Q (14194.410000 sec): 3 clusters
  Score: Raw -472365.072667 + Penalty 2685.918082 = -469679.154585
  nChanged 6
		SP:Iteration 40F (14194.590000 sec): 3 clusters
  Score: Raw -472372.496858 + Penalty 2685.918082 = -469686.578776
  nChanged 6
		SP:Iteration 41Q (14194.750000 sec): 3 clusters
  Score: Raw -472378.769231 + Penalty 2685.918082 = -469692.851149
  nChanged 6
		SP:Iteration 42Q (14194.890000 sec): 3 clusters
  Score: Raw -472383.347682 + Penalty 2685.918082 = -469697.429600
  nChanged 7
		SP:Iteration 43Q (14195.070000 sec): 3 clusters
  Score: Raw -472389.162540 + Penalty 2685.918082 = -469703.244457
  nChanged 6
		SP:Iteration 44Q (14195.220000 sec): 3 clusters
  Score: Raw -472394.360039 + Penalty 2685.918082 = -469708.441957
  nChanged 4
		SP:Iteration 45Q (14195.330000 sec): 3 clusters
  Score: Raw -472397.324718 + Penalty 2685.918082 = -469711.406636
  nChanged 4
		SP:Iteration 46Q (14195.460000 sec): 3 clusters
  Score: Raw -472399.573860 + Penalty 2685.918082 = -469713.655777
  nChanged 1
		SP:Iteration 47Q (14195.670000 sec): 3 clusters
  Score: Raw -472400.050927 + Penalty 2685.918082 = -469714.132845
  nChanged 0
		SP:Iteration 48F (14195.830000 sec): 3 clusters
  Score: Raw -472400.050927 + Penalty 2685.918082 = -469714.132845
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (6064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14195.950000 sec): 2 clusters
  Score: Raw -737457.146164 + Penalty 1415.395301 = -736041.750864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14196.090000 sec): 3 clusters
  Score: Raw -734172.826164 + Penalty 2830.790601 = -731342.035563
  nChanged 2555
		SP:Iteration 1F (14196.300000 sec): 3 clusters
  Score: Raw -735667.372412 + Penalty 2830.790601 = -732836.581810
  nChanged 473
		SP:Iteration 2F (14196.470000 sec): 3 clusters
  Score: Raw -735990.042998 + Penalty 2830.790601 = -733159.252397
  nChanged 393
		SP:Iteration 3F (14196.660000 sec): 3 clusters
  Score: Raw -736244.634624 + Penalty 2830.790601 = -733413.844023
  nChanged 336
		SP:Iteration 4F (14196.870000 sec): 3 clusters
  Score: Raw -736482.636135 + Penalty 2830.790601 = -733651.845534
  nChanged 317
		SP:Iteration 5F (14197.080000 sec): 3 clusters
  Score: Raw -736682.374577 + Penalty 2830.790601 = -733851.583975
  nChanged 265
		SP:Iteration 6Q (14197.300000 sec): 3 clusters
  Score: Raw -736830.074244 + Penalty 2830.790601 = -733999.283643
  nChanged 237
		SP:Iteration 7Q (14197.530000 sec): 3 clusters
  Score: Raw -736952.527377 + Penalty 2830.790601 = -734121.736776
  nChanged 208
		SP:Iteration 8Q (14197.740000 sec): 3 clusters
  Score: Raw -737065.013735 + Penalty 2830.790601 = -734234.223134
  nChanged 192
		SP:Iteration 9Q (14197.930000 sec): 3 clusters
  Score: Raw -737159.536237 + Penalty 2830.790601 = -734328.745636
  nChanged 153
		SP:Iteration 10Q (14198.190000 sec): 3 clusters
  Score: Raw -737225.621703 + Penalty 2830.790601 = -734394.831102
  nChanged 115
		SP:Iteration 11Q (14198.390000 sec): 3 clusters
  Score: Raw -737268.161694 + Penalty 2830.790601 = -734437.371092
  nChanged 79
		SP:Iteration 12Q (14198.550000 sec): 3 clusters
  Score: Raw -737297.827357 + Penalty 2830.790601 = -734467.036756
  nChanged 86
		SP:Iteration 13Q (14198.760000 sec): 3 clusters
  Score: Raw -737325.330012 + Penalty 2830.790601 = -734494.539410
  nChanged 74
		SP:Iteration 14Q (14198.950000 sec): 3 clusters
  Score: Raw -737348.928130 + Penalty 2830.790601 = -734518.137528
  nChanged 65
		SP:Iteration 15Q (14199.130000 sec): 3 clusters
  Score: Raw -737369.424692 + Penalty 2830.790601 = -734538.634091
  nChanged 60
		SP:Iteration 16Q (14199.330000 sec): 3 clusters
  Score: Raw -737388.133450 + Penalty 2830.790601 = -734557.342849
  nChanged 58
		SP:Iteration 17Q (14199.560000 sec): 3 clusters
  Score: Raw -737401.191137 + Penalty 2830.790601 = -734570.400536
  nChanged 45
		SP:Iteration 18Q (14199.770000 sec): 3 clusters
  Score: Raw -737412.094016 + Penalty 2830.790601 = -734581.303415
  nChanged 38
		SP:Iteration 19Q (14199.970000 sec): 3 clusters
  Score: Raw -737419.782925 + Penalty 2830.790601 = -734588.992324
  nChanged 35
		SP:Iteration 20F (14200.170000 sec): 3 clusters
  Score: Raw -737427.601876 + Penalty 2830.790601 = -734596.811274
  nChanged 22
		SP:Iteration 21Q (14200.390000 sec): 3 clusters
  Score: Raw -737431.764152 + Penalty 2830.790601 = -734600.973550
  nChanged 20
		SP:Iteration 22Q (14200.590000 sec): 3 clusters
  Score: Raw -737437.580261 + Penalty 2830.790601 = -734606.789659
  nChanged 23
		SP:Iteration 23Q (14200.780000 sec): 3 clusters
  Score: Raw -737443.799027 + Penalty 2830.790601 = -734613.008426
  nChanged 19
		SP:Iteration 24Q (14200.980000 sec): 3 clusters
  Score: Raw -737448.424463 + Penalty 2830.790601 = -734617.633861
  nChanged 22
		SP:Iteration 25Q (14201.200000 sec): 3 clusters
  Score: Raw -737453.990060 + Penalty 2830.790601 = -734623.199458
  nChanged 26
		SP:Iteration 26Q (14201.440000 sec): 3 clusters
  Score: Raw -737459.774834 + Penalty 2830.790601 = -734628.984233
  nChanged 24
		SP:Iteration 27Q (14201.650000 sec): 3 clusters
  Score: Raw -737466.792313 + Penalty 2830.790601 = -734636.001711
  nChanged 24
		SP:Iteration 28Q (14201.850000 sec): 3 clusters
  Score: Raw -737472.812910 + Penalty 2830.790601 = -734642.022309
  nChanged 27
		SP:Iteration 29Q (14202.060000 sec): 3 clusters
  Score: Raw -737479.511928 + Penalty 2830.790601 = -734648.721326
  nChanged 23
		SP:Iteration 30Q (14202.230000 sec): 3 clusters
  Score: Raw -737484.188114 + Penalty 2830.790601 = -734653.397512
  nChanged 14
		SP:Iteration 31Q (14202.460000 sec): 3 clusters
  Score: Raw -737487.725944 + Penalty 2830.790601 = -734656.935343
  nChanged 20
		SP:Iteration 32Q (14202.650000 sec): 3 clusters
  Score: Raw -737491.685477 + Penalty 2830.790601 = -734660.894876
  nChanged 23
		SP:Iteration 33Q (14202.850000 sec): 3 clusters
  Score: Raw -737498.246901 + Penalty 2830.790601 = -734667.456300
  nChanged 26
		SP:Iteration 34Q (14203.060000 sec): 3 clusters
  Score: Raw -737506.564553 + Penalty 2830.790601 = -734675.773952
  nChanged 29
		SP:Iteration 35Q (14203.290000 sec): 3 clusters
  Score: Raw -737514.947285 + Penalty 2830.790601 = -734684.156684
  nChanged 25
		SP:Iteration 36Q (14203.480000 sec): 3 clusters
  Score: Raw -737521.433409 + Penalty 2830.790601 = -734690.642807
  nChanged 29
		SP:Iteration 37Q (14203.680000 sec): 3 clusters
  Score: Raw -737530.319152 + Penalty 2830.790601 = -734699.528551
  nChanged 34
		SP:Iteration 38Q (14203.960000 sec): 3 clusters
  Score: Raw -737542.807703 + Penalty 2830.790601 = -734712.017101
  nChanged 44
		SP:Iteration 39Q (14204.190000 sec): 3 clusters
  Score: Raw -737557.146638 + Penalty 2830.790601 = -734726.356037
  nChanged 37
		SP:Iteration 40F (14204.410000 sec): 3 clusters
  Score: Raw -737567.108372 + Penalty 2830.790601 = -734736.317770
  nChanged 37
		SP:Iteration 41Q (14204.690000 sec): 3 clusters
  Score: Raw -737576.883756 + Penalty 2830.790601 = -734746.093154
  nChanged 33
		SP:Iteration 42Q (14204.910000 sec): 3 clusters
  Score: Raw -737587.447666 + Penalty 2830.790601 = -734756.657064
  nChanged 42
		SP:Iteration 43Q (14205.150000 sec): 3 clusters
  Score: Raw -737600.993349 + Penalty 2830.790601 = -734770.202748
  nChanged 42
		SP:Iteration 44Q (14205.400000 sec): 3 clusters
  Score: Raw -737612.120076 + Penalty 2830.790601 = -734781.329474
  nChanged 35
		SP:Iteration 45Q (14205.610000 sec): 3 clusters
  Score: Raw -737620.909441 + Penalty 2830.790601 = -734790.118839
  nChanged 38
		SP:Iteration 46Q (14205.790000 sec): 3 clusters
  Score: Raw -737632.670424 + Penalty 2830.790601 = -734801.879823
  nChanged 40
		SP:Iteration 47Q (14206.010000 sec): 3 clusters
  Score: Raw -737644.830926 + Penalty 2830.790601 = -734814.040325
  nChanged 36
		SP:Iteration 48Q (14206.220000 sec): 3 clusters
  Score: Raw -737655.500800 + Penalty 2830.790601 = -734824.710198
  nChanged 41
		SP:Iteration 49Q (14206.430000 sec): 3 clusters
  Score: Raw -737666.669578 + Penalty 2830.790601 = -734835.878977
  nChanged 49
		SP:Iteration 50Q (14206.600000 sec): 3 clusters
  Score: Raw -737683.211189 + Penalty 2830.790601 = -734852.420587
  nChanged 57
		SP:Iteration 51Q (14206.760000 sec): 3 clusters
  Score: Raw -737702.301825 + Penalty 2830.790601 = -734871.511224
  nChanged 50
		SP:Iteration 52Q (14206.960000 sec): 3 clusters
  Score: Raw -737719.699372 + Penalty 2830.790601 = -734888.908770
  nChanged 46
		SP:Iteration 53Q (14207.130000 sec): 3 clusters
  Score: Raw -737732.534479 + Penalty 2830.790601 = -734901.743878
  nChanged 37
		SP:Iteration 54Q (14207.360000 sec): 3 clusters
  Score: Raw -737741.835473 + Penalty 2830.790601 = -734911.044872
  nChanged 46
		SP:Iteration 55Q (14207.550000 sec): 3 clusters
  Score: Raw -737754.472773 + Penalty 2830.790601 = -734923.682171
  nChanged 44
		SP:Iteration 56Q (14207.750000 sec): 3 clusters
  Score: Raw -737772.092429 + Penalty 2830.790601 = -734941.301828
  nChanged 49
		SP:Iteration 57Q (14207.950000 sec): 3 clusters
  Score: Raw -737791.464792 + Penalty 2830.790601 = -734960.674190
  nChanged 58
		SP:Iteration 58Q (14208.170000 sec): 3 clusters
  Score: Raw -737815.359722 + Penalty 2830.790601 = -734984.569120
  nChanged 53
		SP:Iteration 59Q (14208.360000 sec): 3 clusters
  Score: Raw -737839.016952 + Penalty 2830.790601 = -735008.226351
  nChanged 51
		SP:Iteration 60F (14208.570000 sec): 3 clusters
  Score: Raw -737868.030074 + Penalty 2830.790601 = -735037.239472
  nChanged 50
		SP:Iteration 61Q (14208.780000 sec): 3 clusters
  Score: Raw -737899.752262 + Penalty 2830.790601 = -735068.961660
  nChanged 59
		SP:Iteration 62Q (14208.980000 sec): 3 clusters
  Score: Raw -737943.322322 + Penalty 2830.790601 = -735112.531720
  nChanged 59
		SP:Iteration 63Q (14209.200000 sec): 3 clusters
  Score: Raw -737977.373494 + Penalty 2830.790601 = -735146.582892
  nChanged 50
		SP:Iteration 64Q (14209.390000 sec): 3 clusters
  Score: Raw -737996.147522 + Penalty 2830.790601 = -735165.356920
  nChanged 38
		SP:Iteration 65Q (14209.620000 sec): 3 clusters
  Score: Raw -738007.454184 + Penalty 2830.790601 = -735176.663583
  nChanged 25
		SP:Iteration 66Q (14209.870000 sec): 3 clusters
  Score: Raw -738013.653826 + Penalty 2830.790601 = -735182.863225
  nChanged 19
		SP:Iteration 67Q (14210.040000 sec): 3 clusters
  Score: Raw -738018.045962 + Penalty 2830.790601 = -735187.255361
  nChanged 14
		SP:Iteration 68Q (14210.290000 sec): 3 clusters
  Score: Raw -738020.966556 + Penalty 2830.790601 = -735190.175955
  nChanged 16
		SP:Iteration 69Q (14210.530000 sec): 3 clusters
  Score: Raw -738025.913542 + Penalty 2830.790601 = -735195.122941
  nChanged 21
		SP:Iteration 70Q (14210.720000 sec): 3 clusters
  Score: Raw -738030.923409 + Penalty 2830.790601 = -735200.132807
  nChanged 19
		SP:Iteration 71Q (14210.960000 sec): 3 clusters
  Score: Raw -738036.251818 + Penalty 2830.790601 = -735205.461217
  nChanged 17
		SP:Iteration 72Q (14211.170000 sec): 3 clusters
  Score: Raw -738040.073196 + Penalty 2830.790601 = -735209.282595
  nChanged 7
		SP:Iteration 73Q (14211.420000 sec): 3 clusters
  Score: Raw -738041.512131 + Penalty 2830.790601 = -735210.721529
  nChanged 4
		SP:Iteration 74Q (14211.620000 sec): 3 clusters
  Score: Raw -738042.199907 + Penalty 2830.790601 = -735211.409305
  nChanged 0
		SP:Iteration 75F (14211.770000 sec): 3 clusters
  Score: Raw -738042.199907 + Penalty 2830.790601 = -735211.409305
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14211.890000 sec): 2 clusters
  Score: Raw -12108.529017 + Penalty 785.895810 = -11322.633207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14212.070000 sec): 3 clusters
  Score: Raw -12277.236483 + Penalty 1571.791620 = -10705.444864
  nChanged 11
		SP:Iteration 1F (14212.200000 sec): 3 clusters
  Score: Raw -12319.236823 + Penalty 1571.791620 = -10747.445203
  nChanged 2
		SP:Iteration 2Q (14212.400000 sec): 3 clusters
  Score: Raw -12338.425290 + Penalty 1571.791620 = -10766.633671
  nChanged 1
		SP:Iteration 3Q (14212.620000 sec): 3 clusters
  Score: Raw -12342.832062 + Penalty 1571.791620 = -10771.040443
  nChanged 1
		SP:Iteration 4Q (14212.780000 sec): 3 clusters
  Score: Raw -12349.402563 + Penalty 1571.791620 = -10777.610943
  nChanged 1
		SP:Iteration 5Q (14213.000000 sec): 3 clusters
  Score: Raw -12354.231875 + Penalty 1571.791620 = -10782.440255
  nChanged 1
		SP:Iteration 6Q (14213.170000 sec): 3 clusters
  Score: Raw -12362.456042 + Penalty 1571.791620 = -10790.664422
  nChanged 1
		SP:Iteration 7Q (14213.390000 sec): 3 clusters
  Score: Raw -12366.800681 + Penalty 1571.791620 = -10795.009061
  nChanged 0
		SP:Iteration 8F (14213.570000 sec): 3 clusters
  Score: Raw -12366.800681 + Penalty 1571.791620 = -10795.009061
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14213.710000 sec): 2 clusters
  Score: Raw -36518.085968 + Penalty 948.631198 = -35569.454770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14213.870000 sec): 3 clusters
  Score: Raw -36554.825262 + Penalty 1897.262395 = -34657.562867
  nChanged 63
		SP:Iteration 1F (14214.050000 sec): 3 clusters
  Score: Raw -36699.445792 + Penalty 1897.262395 = -34802.183397
  nChanged 23
		SP:Iteration 2F (14214.250000 sec): 3 clusters
  Score: Raw -36806.591233 + Penalty 1897.262395 = -34909.328838
  nChanged 15
		SP:Iteration 3Q (14214.470000 sec): 3 clusters
  Score: Raw -36874.786537 + Penalty 1897.262395 = -34977.524141
  nChanged 17
		SP:Iteration 4Q (14214.630000 sec): 3 clusters
  Score: Raw -36932.711536 + Penalty 1897.262395 = -35035.449140
  nChanged 10
		SP:Iteration 5Q (14214.780000 sec): 3 clusters
  Score: Raw -36959.047833 + Penalty 1897.262395 = -35061.785437
  nChanged 8
		SP:Iteration 6Q (14214.980000 sec): 3 clusters
  Score: Raw -37003.085387 + Penalty 1897.262395 = -35105.822991
  nChanged 7
		SP:Iteration 7Q (14215.140000 sec): 3 clusters
  Score: Raw -37022.820669 + Penalty 1897.262395 = -35125.558274
  nChanged 3
		SP:Iteration 8Q (14215.300000 sec): 3 clusters
  Score: Raw -37048.190534 + Penalty 1897.262395 = -35150.928138
  nChanged 4
		SP:Iteration 9Q (14215.450000 sec): 3 clusters
  Score: Raw -37071.697494 + Penalty 1897.262395 = -35174.435099
  nChanged 7
		SP:Iteration 10Q (14215.680000 sec): 3 clusters
  Score: Raw -37094.410441 + Penalty 1897.262395 = -35197.148046
  nChanged 4
		SP:Iteration 11Q (14215.820000 sec): 3 clusters
  Score: Raw -37106.730457 + Penalty 1897.262395 = -35209.468062
  nChanged 3
		SP:Iteration 12Q (14216.070000 sec): 3 clusters
  Score: Raw -37115.557212 + Penalty 1897.262395 = -35218.294817
  nChanged 4
		SP:Iteration 13Q (14216.230000 sec): 3 clusters
  Score: Raw -37128.505000 + Penalty 1897.262395 = -35231.242605
  nChanged 2
		SP:Iteration 14Q (14216.440000 sec): 3 clusters
  Score: Raw -37183.514907 + Penalty 1897.262395 = -35286.252511
  nChanged 5
		SP:Iteration 15Q (14216.600000 sec): 3 clusters
  Score: Raw -37214.456530 + Penalty 1897.262395 = -35317.194134
  nChanged 1
		SP:Iteration 16Q (14216.760000 sec): 3 clusters
  Score: Raw -37223.048455 + Penalty 1897.262395 = -35325.786059
  nChanged 1
		SP:Iteration 17Q (14216.980000 sec): 3 clusters
  Score: Raw -37232.156514 + Penalty 1897.262395 = -35334.894119
  nChanged 0
		SP:Iteration 18F (14217.130000 sec): 3 clusters
  Score: Raw -37233.695310 + Penalty 1897.262395 = -35336.432915
  nChanged 1
		SP:Iteration 19Q (14217.320000 sec): 3 clusters
  Score: Raw -37246.115052 + Penalty 1897.262395 = -35348.852656
  nChanged 3
		SP:Iteration 20F (14217.520000 sec): 3 clusters
  Score: Raw -37261.728387 + Penalty 1897.262395 = -35364.465991
  nChanged 4
		SP:Iteration 21Q (14217.700000 sec): 3 clusters
  Score: Raw -37279.367281 + Penalty 1897.262395 = -35382.104886
  nChanged 4
		SP:Iteration 22Q (14217.870000 sec): 3 clusters
  Score: Raw -37311.642634 + Penalty 1897.262395 = -35414.380239
  nChanged 3
		SP:Iteration 23Q (14218.030000 sec): 3 clusters
  Score: Raw -37326.988395 + Penalty 1897.262395 = -35429.725999
  nChanged 1
		SP:Iteration 24Q (14218.230000 sec): 3 clusters
  Score: Raw -37329.542180 + Penalty 1897.262395 = -35432.279785
  nChanged 1
		SP:Iteration 25Q (14218.390000 sec): 3 clusters
  Score: Raw -37332.125353 + Penalty 1897.262395 = -35434.862958
  nChanged 2
		SP:Iteration 26Q (14218.580000 sec): 3 clusters
  Score: Raw -37341.161165 + Penalty 1897.262395 = -35443.898769
  nChanged 1
		SP:Iteration 27Q (14218.800000 sec): 3 clusters
  Score: Raw -37344.007896 + Penalty 1897.262395 = -35446.745501
  nChanged 0
		SP:Iteration 28F (14219.020000 sec): 3 clusters
  Score: Raw -37344.007896 + Penalty 1897.262395 = -35446.745501
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14219.130000 sec): 2 clusters
  Score: Raw -754537.153263 + Penalty 1411.955876 = -753125.197387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14219.360000 sec): 3 clusters
  Score: Raw -751329.903742 + Penalty 2823.911751 = -748505.991991
  nChanged 2495
		SP:Iteration 1F (14219.570000 sec): 3 clusters
  Score: Raw -752645.259718 + Penalty 2823.911751 = -749821.347967
  nChanged 391
		SP:Iteration 2F (14219.820000 sec): 3 clusters
  Score: Raw -752837.592961 + Penalty 2823.911751 = -750013.681210
  nChanged 325
		SP:Iteration 3F (14219.990000 sec): 3 clusters
  Score: Raw -752984.147695 + Penalty 2823.911751 = -750160.235944
  nChanged 250
		SP:Iteration 4Q (14220.240000 sec): 3 clusters
  Score: Raw -753100.010777 + Penalty 2823.911751 = -750276.099026
  nChanged 204
		SP:Iteration 5Q (14220.450000 sec): 3 clusters
  Score: Raw -753187.997516 + Penalty 2823.911751 = -750364.085764
  nChanged 204
		SP:Iteration 6Q (14220.650000 sec): 3 clusters
  Score: Raw -753287.774247 + Penalty 2823.911751 = -750463.862496
  nChanged 196
		SP:Iteration 7Q (14220.920000 sec): 3 clusters
  Score: Raw -753392.092551 + Penalty 2823.911751 = -750568.180800
  nChanged 215
		SP:Iteration 8Q (14221.120000 sec): 3 clusters
  Score: Raw -753498.635603 + Penalty 2823.911751 = -750674.723852
  nChanged 190
		SP:Iteration 9Q (14221.300000 sec): 3 clusters
  Score: Raw -753595.565781 + Penalty 2823.911751 = -750771.654030
  nChanged 199
		SP:Iteration 10Q (14221.500000 sec): 3 clusters
  Score: Raw -753717.623016 + Penalty 2823.911751 = -750893.711265
  nChanged 200
		SP:Iteration 11Q (14221.750000 sec): 3 clusters
  Score: Raw -753860.159718 + Penalty 2823.911751 = -751036.247967
  nChanged 201
		SP:Iteration 12Q (14221.960000 sec): 3 clusters
  Score: Raw -754017.789752 + Penalty 2823.911751 = -751193.878001
  nChanged 173
		SP:Iteration 13Q (14222.160000 sec): 3 clusters
  Score: Raw -754153.463513 + Penalty 2823.911751 = -751329.551762
  nChanged 148
		SP:Iteration 14Q (14222.390000 sec): 3 clusters
  Score: Raw -754264.103337 + Penalty 2823.911751 = -751440.191586
  nChanged 103
		SP:Iteration 15Q (14222.570000 sec): 3 clusters
  Score: Raw -754335.491923 + Penalty 2823.911751 = -751511.580172
  nChanged 88
		SP:Iteration 16Q (14222.770000 sec): 3 clusters
  Score: Raw -754398.569934 + Penalty 2823.911751 = -751574.658183
  nChanged 73
		SP:Iteration 17Q (14222.970000 sec): 3 clusters
  Score: Raw -754459.804385 + Penalty 2823.911751 = -751635.892634
  nChanged 67
		SP:Iteration 18Q (14223.220000 sec): 3 clusters
  Score: Raw -754503.891595 + Penalty 2823.911751 = -751679.979844
  nChanged 51
		SP:Iteration 19Q (14223.410000 sec): 3 clusters
  Score: Raw -754539.659054 + Penalty 2823.911751 = -751715.747303
  nChanged 43
		SP:Iteration 20F (14223.650000 sec): 3 clusters
  Score: Raw -754572.875711 + Penalty 2823.911751 = -751748.963960
  nChanged 36
		SP:Iteration 21Q (14223.930000 sec): 3 clusters
  Score: Raw -754599.429234 + Penalty 2823.911751 = -751775.517483
  nChanged 25
		SP:Iteration 22Q (14224.150000 sec): 3 clusters
  Score: Raw -754615.628240 + Penalty 2823.911751 = -751791.716489
  nChanged 18
		SP:Iteration 23Q (14224.350000 sec): 3 clusters
  Score: Raw -754627.885062 + Penalty 2823.911751 = -751803.973311
  nChanged 8
		SP:Iteration 24Q (14224.590000 sec): 3 clusters
  Score: Raw -754632.220137 + Penalty 2823.911751 = -751808.308386
  nChanged 8
		SP:Iteration 25Q (14224.800000 sec): 3 clusters
  Score: Raw -754636.425011 + Penalty 2823.911751 = -751812.513259
  nChanged 3
		SP:Iteration 26Q (14225.030000 sec): 3 clusters
  Score: Raw -754638.729030 + Penalty 2823.911751 = -751814.817279
  nChanged 6
		SP:Iteration 27Q (14225.250000 sec): 3 clusters
  Score: Raw -754643.728634 + Penalty 2823.911751 = -751819.816883
  nChanged 12
		SP:Iteration 28Q (14225.460000 sec): 3 clusters
  Score: Raw -754653.895441 + Penalty 2823.911751 = -751829.983690
  nChanged 11
		SP:Iteration 29Q (14225.660000 sec): 3 clusters
  Score: Raw -754662.253282 + Penalty 2823.911751 = -751838.341530
  nChanged 10
		SP:Iteration 30Q (14225.870000 sec): 3 clusters
  Score: Raw -754670.032275 + Penalty 2823.911751 = -751846.120524
  nChanged 8
		SP:Iteration 31Q (14226.110000 sec): 3 clusters
  Score: Raw -754674.879856 + Penalty 2823.911751 = -751850.968105
  nChanged 6
		SP:Iteration 32Q (14226.330000 sec): 3 clusters
  Score: Raw -754679.116819 + Penalty 2823.911751 = -751855.205068
  nChanged 5
		SP:Iteration 33Q (14226.530000 sec): 3 clusters
  Score: Raw -754683.389594 + Penalty 2823.911751 = -751859.477842
  nChanged 4
		SP:Iteration 34Q (14226.730000 sec): 3 clusters
  Score: Raw -754688.349483 + Penalty 2823.911751 = -751864.437732
  nChanged 6
		SP:Iteration 35Q (14226.890000 sec): 3 clusters
  Score: Raw -754692.661865 + Penalty 2823.911751 = -751868.750113
  nChanged 3
		SP:Iteration 36Q (14227.110000 sec): 3 clusters
  Score: Raw -754696.413347 + Penalty 2823.911751 = -751872.501596
  nChanged 6
		SP:Iteration 37Q (14227.330000 sec): 3 clusters
  Score: Raw -754705.047239 + Penalty 2823.911751 = -751881.135488
  nChanged 9
		SP:Iteration 38Q (14227.500000 sec): 3 clusters
  Score: Raw -754713.519665 + Penalty 2823.911751 = -751889.607913
  nChanged 5
		SP:Iteration 39Q (14227.700000 sec): 3 clusters
  Score: Raw -754717.866519 + Penalty 2823.911751 = -751893.954768
  nChanged 5
		SP:Iteration 40F (14227.870000 sec): 3 clusters
  Score: Raw -754721.939460 + Penalty 2823.911751 = -751898.027709
  nChanged 4
		SP:Iteration 41Q (14228.060000 sec): 3 clusters
  Score: Raw -754725.188259 + Penalty 2823.911751 = -751901.276508
  nChanged 6
		SP:Iteration 42Q (14228.280000 sec): 3 clusters
  Score: Raw -754730.660435 + Penalty 2823.911751 = -751906.748684
  nChanged 5
		SP:Iteration 43Q (14228.510000 sec): 3 clusters
  Score: Raw -754734.383424 + Penalty 2823.911751 = -751910.471673
  nChanged 2
		SP:Iteration 44Q (14228.710000 sec): 3 clusters
  Score: Raw -754735.615526 + Penalty 2823.911751 = -751911.703775
  nChanged 3
		SP:Iteration 45Q (14228.930000 sec): 3 clusters
  Score: Raw -754737.990239 + Penalty 2823.911751 = -751914.078488
  nChanged 3
		SP:Iteration 46Q (14229.170000 sec): 3 clusters
  Score: Raw -754741.614176 + Penalty 2823.911751 = -751917.702424
  nChanged 2
		SP:Iteration 47Q (14229.360000 sec): 3 clusters
  Score: Raw -754743.006977 + Penalty 2823.911751 = -751919.095226
  nChanged 1
		SP:Iteration 48Q (14229.610000 sec): 3 clusters
  Score: Raw -754744.039629 + Penalty 2823.911751 = -751920.127878
  nChanged 1
		SP:Iteration 49Q (14229.800000 sec): 3 clusters
  Score: Raw -754744.816949 + Penalty 2823.911751 = -751920.905198
  nChanged 0
		SP:Iteration 50F (14230.020000 sec): 3 clusters
  Score: Raw -754744.816949 + Penalty 2823.911751 = -751920.905198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (8809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14230.130000 sec): 2 clusters
  Score: Raw -1023576.570765 + Penalty 1476.073496 = -1022100.497269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14230.360000 sec): 3 clusters
  Score: Raw -1018608.157580 + Penalty 2952.146992 = -1015656.010588
  nChanged 3778
		SP:Iteration 1F (14230.610000 sec): 3 clusters
  Score: Raw -1020672.491325 + Penalty 2952.146992 = -1017720.344334
  nChanged 585
		SP:Iteration 2F (14230.850000 sec): 3 clusters
  Score: Raw -1020988.320435 + Penalty 2952.146992 = -1018036.173443
  nChanged 498
		SP:Iteration 3F (14231.090000 sec): 3 clusters
  Score: Raw -1021282.233344 + Penalty 2952.146992 = -1018330.086352
  nChanged 443
		SP:Iteration 4F (14231.360000 sec): 3 clusters
  Score: Raw -1021552.884631 + Penalty 2952.146992 = -1018600.737639
  nChanged 467
		SP:Iteration 5F (14231.550000 sec): 3 clusters
  Score: Raw -1021844.769776 + Penalty 2952.146992 = -1018892.622784
  nChanged 502
		SP:Iteration 6F (14231.810000 sec): 3 clusters
  Score: Raw -1022193.556211 + Penalty 2952.146992 = -1019241.409219
  nChanged 563
		SP:Iteration 7F (14232.050000 sec): 3 clusters
  Score: Raw -1022630.266654 + Penalty 2952.146992 = -1019678.119663
  nChanged 620
		SP:Iteration 8F (14232.330000 sec): 3 clusters
  Score: Raw -1023138.004669 + Penalty 2952.146992 = -1020185.857677
  nChanged 529
		SP:Iteration 9F (14232.550000 sec): 3 clusters
  Score: Raw -1023589.517629 + Penalty 2952.146992 = -1020637.370637
  nChanged 446
		SP:Iteration 10F (14232.780000 sec): 3 clusters
  Score: Raw -1023925.601822 + Penalty 2952.146992 = -1020973.454831
  nChanged 313
		SP:Iteration 11Q (14232.960000 sec): 3 clusters
  Score: Raw -1024129.803099 + Penalty 2952.146992 = -1021177.656107
  nChanged 190
		SP:Iteration 12Q (14233.210000 sec): 3 clusters
  Score: Raw -1024243.508400 + Penalty 2952.146992 = -1021291.361408
  nChanged 124
		SP:Iteration 13Q (14233.480000 sec): 3 clusters
  Score: Raw -1024310.757395 + Penalty 2952.146992 = -1021358.610403
  nChanged 109
		SP:Iteration 14Q (14233.680000 sec): 3 clusters
  Score: Raw -1024365.685285 + Penalty 2952.146992 = -1021413.538293
  nChanged 79
		SP:Iteration 15Q (14233.940000 sec): 3 clusters
  Score: Raw -1024409.062378 + Penalty 2952.146992 = -1021456.915386
  nChanged 68
		SP:Iteration 16Q (14234.140000 sec): 3 clusters
  Score: Raw -1024454.737115 + Penalty 2952.146992 = -1021502.590123
  nChanged 68
		SP:Iteration 17Q (14234.400000 sec): 3 clusters
  Score: Raw -1024495.378757 + Penalty 2952.146992 = -1021543.231765
  nChanged 41
		SP:Iteration 18Q (14234.680000 sec): 3 clusters
  Score: Raw -1024510.851979 + Penalty 2952.146992 = -1021558.704987
  nChanged 25
		SP:Iteration 19Q (14234.920000 sec): 3 clusters
  Score: Raw -1024518.822214 + Penalty 2952.146992 = -1021566.675223
  nChanged 14
		SP:Iteration 20F (14235.210000 sec): 3 clusters
  Score: Raw -1024522.016220 + Penalty 2952.146992 = -1021569.869228
  nChanged 9
		SP:Iteration 21Q (14235.420000 sec): 3 clusters
  Score: Raw -1024523.410670 + Penalty 2952.146992 = -1021571.263679
  nChanged 5
		SP:Iteration 22Q (14235.650000 sec): 3 clusters
  Score: Raw -1024524.403024 + Penalty 2952.146992 = -1021572.256032
  nChanged 6
		SP:Iteration 23Q (14235.890000 sec): 3 clusters
  Score: Raw -1024525.594433 + Penalty 2952.146992 = -1021573.447441
  nChanged 7
		SP:Iteration 24Q (14236.130000 sec): 3 clusters
  Score: Raw -1024526.607598 + Penalty 2952.146992 = -1021574.460606
  nChanged 8
		SP:Iteration 25Q (14236.340000 sec): 3 clusters
  Score: Raw -1024528.374150 + Penalty 2952.146992 = -1021576.227158
  nChanged 10
		SP:Iteration 26Q (14236.610000 sec): 3 clusters
  Score: Raw -1024529.944968 + Penalty 2952.146992 = -1021577.797976
  nChanged 6
		SP:Iteration 27Q (14236.880000 sec): 3 clusters
  Score: Raw -1024530.676081 + Penalty 2952.146992 = -1021578.529089
  nChanged 2
		SP:Iteration 28Q (14237.110000 sec): 3 clusters
  Score: Raw -1024531.526553 + Penalty 2952.146992 = -1021579.379561
  nChanged 5
		SP:Iteration 29Q (14237.310000 sec): 3 clusters
  Score: Raw -1024532.670353 + Penalty 2952.146992 = -1021580.523361
  nChanged 4
		SP:Iteration 30Q (14237.540000 sec): 3 clusters
  Score: Raw -1024533.941331 + Penalty 2952.146992 = -1021581.794340
  nChanged 3
		SP:Iteration 31Q (14237.770000 sec): 3 clusters
  Score: Raw -1024534.523267 + Penalty 2952.146992 = -1021582.376275
  nChanged 6
		SP:Iteration 32Q (14237.960000 sec): 3 clusters
  Score: Raw -1024536.148387 + Penalty 2952.146992 = -1021584.001395
  nChanged 10
		SP:Iteration 33Q (14238.160000 sec): 3 clusters
  Score: Raw -1024539.289525 + Penalty 2952.146992 = -1021587.142533
  nChanged 8
		SP:Iteration 34Q (14238.380000 sec): 3 clusters
  Score: Raw -1024540.493534 + Penalty 2952.146992 = -1021588.346542
  nChanged 2
		SP:Iteration 35Q (14238.640000 sec): 3 clusters
  Score: Raw -1024541.357779 + Penalty 2952.146992 = -1021589.210788
  nChanged 7
		SP:Iteration 36Q (14238.840000 sec): 3 clusters
  Score: Raw -1024542.923784 + Penalty 2952.146992 = -1021590.776792
  nChanged 9
		SP:Iteration 37Q (14239.090000 sec): 3 clusters
  Score: Raw -1024545.472255 + Penalty 2952.146992 = -1021593.325264
  nChanged 7
		SP:Iteration 38Q (14239.300000 sec): 3 clusters
  Score: Raw -1024546.778945 + Penalty 2952.146992 = -1021594.631954
  nChanged 5
		SP:Iteration 39Q (14239.520000 sec): 3 clusters
  Score: Raw -1024548.129331 + Penalty 2952.146992 = -1021595.982340
  nChanged 6
		SP:Iteration 40F (14239.760000 sec): 3 clusters
  Score: Raw -1024549.351433 + Penalty 2952.146992 = -1021597.204441
  nChanged 6
		SP:Iteration 41Q (14239.980000 sec): 3 clusters
  Score: Raw -1024550.346297 + Penalty 2952.146992 = -1021598.199305
  nChanged 4
		SP:Iteration 42Q (14240.220000 sec): 3 clusters
  Score: Raw -1024551.148645 + Penalty 2952.146992 = -1021599.001653
  nChanged 4
		SP:Iteration 43Q (14240.490000 sec): 3 clusters
  Score: Raw -1024551.872249 + Penalty 2952.146992 = -1021599.725257
  nChanged 1
		SP:Iteration 44Q (14240.700000 sec): 3 clusters
  Score: Raw -1024552.041260 + Penalty 2952.146992 = -1021599.894269
  nChanged 2
		SP:Iteration 45Q (14240.930000 sec): 3 clusters
  Score: Raw -1024552.247312 + Penalty 2952.146992 = -1021600.100321
  nChanged 1
		SP:Iteration 46Q (14241.150000 sec): 3 clusters
  Score: Raw -1024552.421667 + Penalty 2952.146992 = -1021600.274675
  nChanged 1
		SP:Iteration 47Q (14241.390000 sec): 3 clusters
  Score: Raw -1024552.565987 + Penalty 2952.146992 = -1021600.418995
  nChanged 1
		SP:Iteration 48Q (14241.570000 sec): 3 clusters
  Score: Raw -1024553.014344 + Penalty 2952.146992 = -1021600.867352
  nChanged 2
		SP:Iteration 49Q (14241.770000 sec): 3 clusters
  Score: Raw -1024553.165535 + Penalty 2952.146992 = -1021601.018543
  nChanged 0
		SP:Iteration 50F (14241.990000 sec): 3 clusters
  Score: Raw -1024553.165535 + Penalty 2952.146992 = -1021601.018543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14242.170000 sec): 2 clusters
  Score: Raw -693192.120001 + Penalty 1405.535425 = -691786.584575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14242.400000 sec): 3 clusters
  Score: Raw -690221.002631 + Penalty 2811.070850 = -687409.931780
  nChanged 2281
		SP:Iteration 1F (14242.590000 sec): 3 clusters
  Score: Raw -691521.005080 + Penalty 2811.070850 = -688709.934230
  nChanged 437
		SP:Iteration 2F (14242.780000 sec): 3 clusters
  Score: Raw -691809.684577 + Penalty 2811.070850 = -688998.613726
  nChanged 398
		SP:Iteration 3F (14243.050000 sec): 3 clusters
  Score: Raw -692100.449835 + Penalty 2811.070850 = -689289.378984
  nChanged 387
		SP:Iteration 4F (14243.280000 sec): 3 clusters
  Score: Raw -692406.822898 + Penalty 2811.070850 = -689595.752048
  nChanged 370
		SP:Iteration 5F (14243.480000 sec): 3 clusters
  Score: Raw -692745.174462 + Penalty 2811.070850 = -689934.103612
  nChanged 349
		SP:Iteration 6F (14243.680000 sec): 3 clusters
  Score: Raw -693044.284843 + Penalty 2811.070850 = -690233.213992
  nChanged 311
		SP:Iteration 7F (14243.870000 sec): 3 clusters
  Score: Raw -693290.687057 + Penalty 2811.070850 = -690479.616207
  nChanged 230
		SP:Iteration 8Q (14244.060000 sec): 3 clusters
  Score: Raw -693431.770148 + Penalty 2811.070850 = -690620.699298
  nChanged 150
		SP:Iteration 9Q (14244.300000 sec): 3 clusters
  Score: Raw -693506.366843 + Penalty 2811.070850 = -690695.295992
  nChanged 121
		SP:Iteration 10Q (14244.500000 sec): 3 clusters
  Score: Raw -693559.634566 + Penalty 2811.070850 = -690748.563716
  nChanged 88
		SP:Iteration 11Q (14244.700000 sec): 3 clusters
  Score: Raw -693598.003647 + Penalty 2811.070850 = -690786.932797
  nChanged 84
		SP:Iteration 12Q (14244.880000 sec): 3 clusters
  Score: Raw -693636.148585 + Penalty 2811.070850 = -690825.077734
  nChanged 73
		SP:Iteration 13Q (14245.120000 sec): 3 clusters
  Score: Raw -693665.086940 + Penalty 2811.070850 = -690854.016090
  nChanged 65
		SP:Iteration 14Q (14245.310000 sec): 3 clusters
  Score: Raw -693683.633676 + Penalty 2811.070850 = -690872.562826
  nChanged 50
		SP:Iteration 15Q (14245.500000 sec): 3 clusters
  Score: Raw -693700.296093 + Penalty 2811.070850 = -690889.225242
  nChanged 57
		SP:Iteration 16Q (14245.670000 sec): 3 clusters
  Score: Raw -693721.401023 + Penalty 2811.070850 = -690910.330172
  nChanged 51
		SP:Iteration 17Q (14245.870000 sec): 3 clusters
  Score: Raw -693738.401930 + Penalty 2811.070850 = -690927.331080
  nChanged 54
		SP:Iteration 18Q (14246.120000 sec): 3 clusters
  Score: Raw -693753.974441 + Penalty 2811.070850 = -690942.903591
  nChanged 57
		SP:Iteration 19Q (14246.310000 sec): 3 clusters
  Score: Raw -693774.203520 + Penalty 2811.070850 = -690963.132669
  nChanged 51
		SP:Iteration 20F (14246.520000 sec): 3 clusters
  Score: Raw -693788.957056 + Penalty 2811.070850 = -690977.886205
  nChanged 44
		SP:Iteration 21Q (14246.690000 sec): 3 clusters
  Score: Raw -693800.692740 + Penalty 2811.070850 = -690989.621890
  nChanged 41
		SP:Iteration 22Q (14246.910000 sec): 3 clusters
  Score: Raw -693812.881287 + Penalty 2811.070850 = -691001.810436
  nChanged 38
		SP:Iteration 23Q (14247.100000 sec): 3 clusters
  Score: Raw -693824.512837 + Penalty 2811.070850 = -691013.441987
  nChanged 47
		SP:Iteration 24Q (14247.300000 sec): 3 clusters
  Score: Raw -693839.298337 + Penalty 2811.070850 = -691028.227487
  nChanged 47
		SP:Iteration 25Q (14247.480000 sec): 3 clusters
  Score: Raw -693857.388404 + Penalty 2811.070850 = -691046.317553
  nChanged 56
		SP:Iteration 26Q (14247.700000 sec): 3 clusters
  Score: Raw -693880.094752 + Penalty 2811.070850 = -691069.023901
  nChanged 67
		SP:Iteration 27Q (14247.910000 sec): 3 clusters
  Score: Raw -693904.922824 + Penalty 2811.070850 = -691093.851973
  nChanged 54
		SP:Iteration 28Q (14248.080000 sec): 3 clusters
  Score: Raw -693924.057968 + Penalty 2811.070850 = -691112.987117
  nChanged 50
		SP:Iteration 29Q (14248.340000 sec): 3 clusters
  Score: Raw -693942.079754 + Penalty 2811.070850 = -691131.008903
  nChanged 53
		SP:Iteration 30Q (14248.540000 sec): 3 clusters
  Score: Raw -693956.747901 + Penalty 2811.070850 = -691145.677051
  nChanged 37
		SP:Iteration 31Q (14248.760000 sec): 3 clusters
  Score: Raw -693966.748715 + Penalty 2811.070850 = -691155.677864
  nChanged 31
		SP:Iteration 32Q (14249.000000 sec): 3 clusters
  Score: Raw -693976.497325 + Penalty 2811.070850 = -691165.426474
  nChanged 31
		SP:Iteration 33Q (14249.150000 sec): 3 clusters
  Score: Raw -693985.459135 + Penalty 2811.070850 = -691174.388284
  nChanged 32
		SP:Iteration 34Q (14249.390000 sec): 3 clusters
  Score: Raw -693994.761462 + Penalty 2811.070850 = -691183.690612
  nChanged 32
		SP:Iteration 35Q (14249.600000 sec): 3 clusters
  Score: Raw -694004.826651 + Penalty 2811.070850 = -691193.755800
  nChanged 40
		SP:Iteration 36Q (14249.850000 sec): 3 clusters
  Score: Raw -694019.978617 + Penalty 2811.070850 = -691208.907767
  nChanged 45
		SP:Iteration 37Q (14250.050000 sec): 3 clusters
  Score: Raw -694034.190222 + Penalty 2811.070850 = -691223.119371
  nChanged 36
		SP:Iteration 38Q (14250.270000 sec): 3 clusters
  Score: Raw -694046.209408 + Penalty 2811.070850 = -691235.138558
  nChanged 32
		SP:Iteration 39Q (14250.470000 sec): 3 clusters
  Score: Raw -694056.353082 + Penalty 2811.070850 = -691245.282232
  nChanged 39
		SP:Iteration 40F (14250.680000 sec): 3 clusters
  Score: Raw -694070.462411 + Penalty 2811.070850 = -691259.391561
  nChanged 37
		SP:Iteration 41Q (14250.870000 sec): 3 clusters
  Score: Raw -694084.858711 + Penalty 2811.070850 = -691273.787861
  nChanged 46
		SP:Iteration 42Q (14251.120000 sec): 3 clusters
  Score: Raw -694102.313521 + Penalty 2811.070850 = -691291.242670
  nChanged 37
		SP:Iteration 43Q (14251.320000 sec): 3 clusters
  Score: Raw -694115.532007 + Penalty 2811.070850 = -691304.461157
  nChanged 34
		SP:Iteration 44Q (14251.540000 sec): 3 clusters
  Score: Raw -694126.202881 + Penalty 2811.070850 = -691315.132031
  nChanged 31
		SP:Iteration 45Q (14251.790000 sec): 3 clusters
  Score: Raw -694135.920733 + Penalty 2811.070850 = -691324.849883
  nChanged 24
		SP:Iteration 46Q (14251.990000 sec): 3 clusters
  Score: Raw -694142.298291 + Penalty 2811.070850 = -691331.227440
  nChanged 15
		SP:Iteration 47Q (14252.240000 sec): 3 clusters
  Score: Raw -694146.927168 + Penalty 2811.070850 = -691335.856317
  nChanged 20
		SP:Iteration 48Q (14252.440000 sec): 3 clusters
  Score: Raw -694151.617727 + Penalty 2811.070850 = -691340.546877
  nChanged 16
		SP:Iteration 49Q (14252.620000 sec): 3 clusters
  Score: Raw -694155.534755 + Penalty 2811.070850 = -691344.463905
  nChanged 16
		SP:Iteration 50Q (14252.820000 sec): 3 clusters
  Score: Raw -694159.443979 + Penalty 2811.070850 = -691348.373129
  nChanged 11
		SP:Iteration 51Q (14253.000000 sec): 3 clusters
  Score: Raw -694161.947016 + Penalty 2811.070850 = -691350.876165
  nChanged 10
		SP:Iteration 52Q (14253.210000 sec): 3 clusters
  Score: Raw -694163.797896 + Penalty 2811.070850 = -691352.727045
  nChanged 7
		SP:Iteration 53Q (14253.390000 sec): 3 clusters
  Score: Raw -694165.279300 + Penalty 2811.070850 = -691354.208450
  nChanged 6
		SP:Iteration 54Q (14253.600000 sec): 3 clusters
  Score: Raw -694166.413658 + Penalty 2811.070850 = -691355.342807
  nChanged 3
		SP:Iteration 55Q (14253.800000 sec): 3 clusters
  Score: Raw -694166.915463 + Penalty 2811.070850 = -691355.844613
  nChanged 0
		SP:Iteration 56F (14254.010000 sec): 3 clusters
  Score: Raw -694166.915463 + Penalty 2811.070850 = -691355.844613
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14254.100000 sec): 2 clusters
  Score: Raw -66560.995671 + Penalty 1027.708331 = -65533.287339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14254.290000 sec): 3 clusters
  Score: Raw -66487.152729 + Penalty 2055.416663 = -64431.736066
  nChanged 160
		SP:Iteration 1F (14254.440000 sec): 3 clusters
  Score: Raw -66668.814924 + Penalty 2055.416663 = -64613.398261
  nChanged 40
		SP:Iteration 2F (14254.600000 sec): 3 clusters
  Score: Raw -66801.042185 + Penalty 2055.416663 = -64745.625522
  nChanged 48
		SP:Iteration 3F (14254.760000 sec): 3 clusters
  Score: Raw -66997.365618 + Penalty 2055.416663 = -64941.948955
  nChanged 60
		SP:Iteration 4F (14254.930000 sec): 3 clusters
  Score: Raw -67173.393330 + Penalty 2055.416663 = -65117.976668
  nChanged 52
		SP:Iteration 5F (14255.110000 sec): 3 clusters
  Score: Raw -67324.433662 + Penalty 2055.416663 = -65269.016999
  nChanged 31
		SP:Iteration 6F (14255.270000 sec): 3 clusters
  Score: Raw -67429.905932 + Penalty 2055.416663 = -65374.489269
  nChanged 13
		SP:Iteration 7Q (14255.430000 sec): 3 clusters
  Score: Raw -67473.978042 + Penalty 2055.416663 = -65418.561379
  nChanged 5
		SP:Iteration 8Q (14255.670000 sec): 3 clusters
  Score: Raw -67498.915476 + Penalty 2055.416663 = -65443.498813
  nChanged 4
		SP:Iteration 9Q (14255.830000 sec): 3 clusters
  Score: Raw -67508.724214 + Penalty 2055.416663 = -65453.307551
  nChanged 3
		SP:Iteration 10Q (14255.990000 sec): 3 clusters
  Score: Raw -67517.909026 + Penalty 2055.416663 = -65462.492364
  nChanged 1
		SP:Iteration 11Q (14256.150000 sec): 3 clusters
  Score: Raw -67520.579060 + Penalty 2055.416663 = -65465.162398
  nChanged 1
		SP:Iteration 12Q (14256.340000 sec): 3 clusters
  Score: Raw -67525.629990 + Penalty 2055.416663 = -65470.213327
  nChanged 2
		SP:Iteration 13Q (14256.550000 sec): 3 clusters
  Score: Raw -67532.807908 + Penalty 2055.416663 = -65477.391245
  nChanged 1
		SP:Iteration 14Q (14256.660000 sec): 3 clusters
  Score: Raw -67534.202004 + Penalty 2055.416663 = -65478.785341
  nChanged 1
		SP:Iteration 15Q (14256.790000 sec): 3 clusters
  Score: Raw -67541.260853 + Penalty 2055.416663 = -65485.844190
  nChanged 3
		SP:Iteration 16Q (14256.910000 sec): 3 clusters
  Score: Raw -67561.846985 + Penalty 2055.416663 = -65506.430322
  nChanged 3
		SP:Iteration 17Q (14257.040000 sec): 3 clusters
  Score: Raw -67572.711463 + Penalty 2055.416663 = -65517.294800
  nChanged 0
		SP:Iteration 18F (14257.190000 sec): 3 clusters
  Score: Raw -67572.711463 + Penalty 2055.416663 = -65517.294800
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14257.390000 sec): 2 clusters
  Score: Raw -2127524.579837 + Penalty 1601.237944 = -2125923.341893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14257.660000 sec): 3 clusters
  Score: Raw -2116074.442569 + Penalty 3202.475887 = -2112871.966682
  nChanged 8546
		SP:Iteration 1F (14257.920000 sec): 3 clusters
  Score: Raw -2120879.662129 + Penalty 3202.475887 = -2117677.186242
  nChanged 1075
		SP:Iteration 2F (14258.100000 sec): 3 clusters
  Score: Raw -2121359.739289 + Penalty 3202.475887 = -2118157.263402
  nChanged 1088
		SP:Iteration 3F (14258.340000 sec): 3 clusters
  Score: Raw -2121913.943590 + Penalty 3202.475887 = -2118711.467703
  nChanged 1137
		SP:Iteration 4F (14258.600000 sec): 3 clusters
  Score: Raw -2122616.991894 + Penalty 3202.475887 = -2119414.516007
  nChanged 1180
		SP:Iteration 5F (14258.850000 sec): 3 clusters
  Score: Raw -2123451.998939 + Penalty 3202.475887 = -2120249.523052
  nChanged 1105
		SP:Iteration 6F (14259.140000 sec): 3 clusters
  Score: Raw -2124306.911427 + Penalty 3202.475887 = -2121104.435540
  nChanged 1067
		SP:Iteration 7F (14259.360000 sec): 3 clusters
  Score: Raw -2125131.752756 + Penalty 3202.475887 = -2121929.276869
  nChanged 917
		SP:Iteration 8Q (14259.670000 sec): 3 clusters
  Score: Raw -2125848.978496 + Penalty 3202.475887 = -2122646.502609
  nChanged 776
		SP:Iteration 9Q (14259.900000 sec): 3 clusters
  Score: Raw -2126440.409309 + Penalty 3202.475887 = -2123237.933422
  nChanged 578
		SP:Iteration 10Q (14260.180000 sec): 3 clusters
  Score: Raw -2126874.402947 + Penalty 3202.475887 = -2123671.927060
  nChanged 454
		SP:Iteration 11Q (14260.400000 sec): 3 clusters
  Score: Raw -2127203.559448 + Penalty 3202.475887 = -2124001.083561
  nChanged 372
		SP:Iteration 12Q (14260.650000 sec): 3 clusters
  Score: Raw -2127460.980270 + Penalty 3202.475887 = -2124258.504383
  nChanged 292
		SP:Iteration 13Q (14260.930000 sec): 3 clusters
  Score: Raw -2127652.350531 + Penalty 3202.475887 = -2124449.874644
  nChanged 227
		SP:Iteration 14Q (14261.240000 sec): 3 clusters
  Score: Raw -2127795.588326 + Penalty 3202.475887 = -2124593.112439
  nChanged 183
		SP:Iteration 15Q (14261.480000 sec): 3 clusters
  Score: Raw -2127917.127218 + Penalty 3202.475887 = -2124714.651331
  nChanged 151
		SP:Iteration 16Q (14261.720000 sec): 3 clusters
  Score: Raw -2128004.801549 + Penalty 3202.475887 = -2124802.325662
  nChanged 134
		SP:Iteration 17Q (14262.010000 sec): 3 clusters
  Score: Raw -2128077.389782 + Penalty 3202.475887 = -2124874.913895
  nChanged 120
		SP:Iteration 18Q (14262.240000 sec): 3 clusters
  Score: Raw -2128128.785914 + Penalty 3202.475887 = -2124926.310027
  nChanged 64
		SP:Iteration 19Q (14262.520000 sec): 3 clusters
  Score: Raw -2128153.253177 + Penalty 3202.475887 = -2124950.777290
  nChanged 50
		SP:Iteration 20F (14262.740000 sec): 3 clusters
  Score: Raw -2128168.760460 + Penalty 3202.475887 = -2124966.284573
  nChanged 36
		SP:Iteration 21Q (14262.970000 sec): 3 clusters
  Score: Raw -2128180.402702 + Penalty 3202.475887 = -2124977.926815
  nChanged 29
		SP:Iteration 22Q (14263.270000 sec): 3 clusters
  Score: Raw -2128189.166166 + Penalty 3202.475887 = -2124986.690279
  nChanged 23
		SP:Iteration 23Q (14263.490000 sec): 3 clusters
  Score: Raw -2128196.670618 + Penalty 3202.475887 = -2124994.194731
  nChanged 22
		SP:Iteration 24Q (14263.730000 sec): 3 clusters
  Score: Raw -2128202.849388 + Penalty 3202.475887 = -2125000.373501
  nChanged 18
		SP:Iteration 25Q (14263.950000 sec): 3 clusters
  Score: Raw -2128207.498687 + Penalty 3202.475887 = -2125005.022800
  nChanged 17
		SP:Iteration 26Q (14264.210000 sec): 3 clusters
  Score: Raw -2128213.821541 + Penalty 3202.475887 = -2125011.345654
  nChanged 20
		SP:Iteration 27Q (14264.430000 sec): 3 clusters
  Score: Raw -2128218.653541 + Penalty 3202.475887 = -2125016.177654
  nChanged 15
		SP:Iteration 28Q (14264.660000 sec): 3 clusters
  Score: Raw -2128222.916888 + Penalty 3202.475887 = -2125020.441000
  nChanged 16
		SP:Iteration 29Q (14264.910000 sec): 3 clusters
  Score: Raw -2128227.206810 + Penalty 3202.475887 = -2125024.730923
  nChanged 6
		SP:Iteration 30Q (14265.190000 sec): 3 clusters
  Score: Raw -2128228.486411 + Penalty 3202.475887 = -2125026.010524
  nChanged 9
		SP:Iteration 31Q (14265.460000 sec): 3 clusters
  Score: Raw -2128230.753512 + Penalty 3202.475887 = -2125028.277625
  nChanged 10
		SP:Iteration 32Q (14265.750000 sec): 3 clusters
  Score: Raw -2128234.538033 + Penalty 3202.475887 = -2125032.062145
  nChanged 9
		SP:Iteration 33Q (14265.990000 sec): 3 clusters
  Score: Raw -2128236.994328 + Penalty 3202.475887 = -2125034.518441
  nChanged 5
		SP:Iteration 34Q (14266.240000 sec): 3 clusters
  Score: Raw -2128237.882756 + Penalty 3202.475887 = -2125035.406869
  nChanged 2
		SP:Iteration 35Q (14266.470000 sec): 3 clusters
  Score: Raw -2128238.106896 + Penalty 3202.475887 = -2125035.631009
  nChanged 2
		SP:Iteration 36Q (14266.740000 sec): 3 clusters
  Score: Raw -2128238.341931 + Penalty 3202.475887 = -2125035.866044
  nChanged 3
		SP:Iteration 37Q (14266.970000 sec): 3 clusters
  Score: Raw -2128238.908717 + Penalty 3202.475887 = -2125036.432830
  nChanged 0
		SP:Iteration 38F (14267.220000 sec): 3 clusters
  Score: Raw -2128238.908717 + Penalty 3202.475887 = -2125036.432830
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14267.320000 sec): 2 clusters
  Score: Raw -31440.162291 + Penalty 921.355650 = -30518.806641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14267.540000 sec): 3 clusters
  Score: Raw -31501.495242 + Penalty 1842.711300 = -29658.783942
  nChanged 38
		SP:Iteration 1F (14267.710000 sec): 3 clusters
  Score: Raw -31584.244804 + Penalty 1842.711300 = -29741.533504
  nChanged 14
		SP:Iteration 2Q (14267.910000 sec): 3 clusters
  Score: Raw -31630.662226 + Penalty 1842.711300 = -29787.950926
  nChanged 5
		SP:Iteration 3Q (14268.010000 sec): 3 clusters
  Score: Raw -31644.951431 + Penalty 1842.711300 = -29802.240131
  nChanged 5
		SP:Iteration 4Q (14268.200000 sec): 3 clusters
  Score: Raw -31661.524796 + Penalty 1842.711300 = -29818.813496
  nChanged 8
		SP:Iteration 5Q (14268.410000 sec): 3 clusters
  Score: Raw -31680.922967 + Penalty 1842.711300 = -29838.211667
  nChanged 3
		SP:Iteration 6Q (14268.610000 sec): 3 clusters
  Score: Raw -31687.984587 + Penalty 1842.711300 = -29845.273287
  nChanged 2
		SP:Iteration 7Q (14268.810000 sec): 3 clusters
  Score: Raw -31690.515524 + Penalty 1842.711300 = -29847.804224
  nChanged 0
		SP:Iteration 8F (14268.990000 sec): 3 clusters
  Score: Raw -31690.515524 + Penalty 1842.711300 = -29847.804224
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14269.120000 sec): 2 clusters
  Score: Raw -15289.423663 + Penalty 824.715745 = -14464.707918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14269.310000 sec): 3 clusters
  Score: Raw -15443.621963 + Penalty 1649.431490 = -13794.190473
  nChanged 21
		SP:Iteration 1F (14269.510000 sec): 3 clusters
  Score: Raw -15521.756542 + Penalty 1649.431490 = -13872.325052
  nChanged 4
		SP:Iteration 2Q (14269.700000 sec): 3 clusters
  Score: Raw -15540.587761 + Penalty 1649.431490 = -13891.156271
  nChanged 3
		SP:Iteration 3Q (14269.880000 sec): 3 clusters
  Score: Raw -15553.193084 + Penalty 1649.431490 = -13903.761595
  nChanged 1
		SP:Iteration 4Q (14270.070000 sec): 3 clusters
  Score: Raw -15558.474612 + Penalty 1649.431490 = -13909.043122
  nChanged 1
		SP:Iteration 5Q (14270.280000 sec): 3 clusters
  Score: Raw -15562.838125 + Penalty 1649.431490 = -13913.406635
  nChanged 0
		SP:Iteration 6F (14270.480000 sec): 3 clusters
  Score: Raw -15562.838125 + Penalty 1649.431490 = -13913.406635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (17423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14270.700000 sec): 2 clusters
  Score: Raw -2145210.674649 + Penalty 1586.901298 = -2143623.773351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14270.910000 sec): 3 clusters
  Score: Raw -2134801.194653 + Penalty 3173.802597 = -2131627.392056
  nChanged 7827
		SP:Iteration 1F (14271.230000 sec): 3 clusters
  Score: Raw -2139196.543570 + Penalty 3173.802597 = -2136022.740973
  nChanged 914
		SP:Iteration 2F (14271.530000 sec): 3 clusters
  Score: Raw -2139546.648815 + Penalty 3173.802597 = -2136372.846218
  nChanged 810
		SP:Iteration 3Q (14271.870000 sec): 3 clusters
  Score: Raw -2139889.332869 + Penalty 3173.802597 = -2136715.530272
  nChanged 834
		SP:Iteration 4Q (14272.130000 sec): 3 clusters
  Score: Raw -2140284.164690 + Penalty 3173.802597 = -2137110.362094
  nChanged 925
		SP:Iteration 5F (14272.350000 sec): 3 clusters
  Score: Raw -2140759.922627 + Penalty 3173.802597 = -2137586.120031
  nChanged 976
		SP:Iteration 6F (14272.590000 sec): 3 clusters
  Score: Raw -2141322.109709 + Penalty 3173.802597 = -2138148.307113
  nChanged 1043
		SP:Iteration 7F (14272.880000 sec): 3 clusters
  Score: Raw -2141938.018642 + Penalty 3173.802597 = -2138764.216045
  nChanged 1029
		SP:Iteration 8F (14273.140000 sec): 3 clusters
  Score: Raw -2142564.867120 + Penalty 3173.802597 = -2139391.064523
  nChanged 915
		SP:Iteration 9F (14273.380000 sec): 3 clusters
  Score: Raw -2143088.151181 + Penalty 3173.802597 = -2139914.348584
  nChanged 706
		SP:Iteration 10Q (14273.660000 sec): 3 clusters
  Score: Raw -2143423.684485 + Penalty 3173.802597 = -2140249.881888
  nChanged 553
		SP:Iteration 11Q (14273.920000 sec): 3 clusters
  Score: Raw -2143672.994093 + Penalty 3173.802597 = -2140499.191496
  nChanged 448
		SP:Iteration 12Q (14274.160000 sec): 3 clusters
  Score: Raw -2143858.120828 + Penalty 3173.802597 = -2140684.318231
  nChanged 388
		SP:Iteration 13Q (14274.420000 sec): 3 clusters
  Score: Raw -2144019.746542 + Penalty 3173.802597 = -2140845.943946
  nChanged 362
		SP:Iteration 14Q (14274.630000 sec): 3 clusters
  Score: Raw -2144175.210281 + Penalty 3173.802597 = -2141001.407685
  nChanged 339
		SP:Iteration 15Q (14274.890000 sec): 3 clusters
  Score: Raw -2144317.663430 + Penalty 3173.802597 = -2141143.860833
  nChanged 303
		SP:Iteration 16Q (14275.170000 sec): 3 clusters
  Score: Raw -2144456.500895 + Penalty 3173.802597 = -2141282.698299
  nChanged 301
		SP:Iteration 17Q (14275.410000 sec): 3 clusters
  Score: Raw -2144604.231178 + Penalty 3173.802597 = -2141430.428581
  nChanged 297
		SP:Iteration 18Q (14275.760000 sec): 3 clusters
  Score: Raw -2144767.056600 + Penalty 3173.802597 = -2141593.254003
  nChanged 249
		SP:Iteration 19Q (14275.990000 sec): 3 clusters
  Score: Raw -2144897.257549 + Penalty 3173.802597 = -2141723.454953
  nChanged 206
		SP:Iteration 20F (14276.290000 sec): 3 clusters
  Score: Raw -2145007.034107 + Penalty 3173.802597 = -2141833.231510
  nChanged 185
		SP:Iteration 21Q (14276.580000 sec): 3 clusters
  Score: Raw -2145102.045727 + Penalty 3173.802597 = -2141928.243130
  nChanged 152
		SP:Iteration 22Q (14276.840000 sec): 3 clusters
  Score: Raw -2145177.959855 + Penalty 3173.802597 = -2142004.157258
  nChanged 124
		SP:Iteration 23Q (14277.080000 sec): 3 clusters
  Score: Raw -2145240.910397 + Penalty 3173.802597 = -2142067.107800
  nChanged 105
		SP:Iteration 24Q (14277.300000 sec): 3 clusters
  Score: Raw -2145298.297552 + Penalty 3173.802597 = -2142124.494955
  nChanged 89
		SP:Iteration 25Q (14277.590000 sec): 3 clusters
  Score: Raw -2145349.091134 + Penalty 3173.802597 = -2142175.288537
  nChanged 77
		SP:Iteration 26Q (14277.840000 sec): 3 clusters
  Score: Raw -2145392.772580 + Penalty 3173.802597 = -2142218.969983
  nChanged 65
		SP:Iteration 27Q (14278.150000 sec): 3 clusters
  Score: Raw -2145429.308586 + Penalty 3173.802597 = -2142255.505989
  nChanged 50
		SP:Iteration 28Q (14278.450000 sec): 3 clusters
  Score: Raw -2145454.899353 + Penalty 3173.802597 = -2142281.096756
  nChanged 47
		SP:Iteration 29Q (14278.750000 sec): 3 clusters
  Score: Raw -2145477.992458 + Penalty 3173.802597 = -2142304.189861
  nChanged 45
		SP:Iteration 30Q (14278.980000 sec): 3 clusters
  Score: Raw -2145502.718656 + Penalty 3173.802597 = -2142328.916060
  nChanged 29
		SP:Iteration 31Q (14279.250000 sec): 3 clusters
  Score: Raw -2145519.610122 + Penalty 3173.802597 = -2142345.807525
  nChanged 23
		SP:Iteration 32Q (14279.540000 sec): 3 clusters
  Score: Raw -2145533.100095 + Penalty 3173.802597 = -2142359.297498
  nChanged 21
		SP:Iteration 33Q (14279.830000 sec): 3 clusters
  Score: Raw -2145544.220765 + Penalty 3173.802597 = -2142370.418168
  nChanged 14
		SP:Iteration 34Q (14280.040000 sec): 3 clusters
  Score: Raw -2145552.359613 + Penalty 3173.802597 = -2142378.557016
  nChanged 14
		SP:Iteration 35Q (14280.330000 sec): 3 clusters
  Score: Raw -2145562.109932 + Penalty 3173.802597 = -2142388.307335
  nChanged 10
		SP:Iteration 36Q (14280.630000 sec): 3 clusters
  Score: Raw -2145567.593741 + Penalty 3173.802597 = -2142393.791144
  nChanged 11
		SP:Iteration 37Q (14280.870000 sec): 3 clusters
  Score: Raw -2145572.572332 + Penalty 3173.802597 = -2142398.769736
  nChanged 9
		SP:Iteration 38Q (14281.160000 sec): 3 clusters
  Score: Raw -2145577.447334 + Penalty 3173.802597 = -2142403.644737
  nChanged 7
		SP:Iteration 39Q (14281.390000 sec): 3 clusters
  Score: Raw -2145579.901531 + Penalty 3173.802597 = -2142406.098935
  nChanged 3
		SP:Iteration 40F (14281.660000 sec): 3 clusters
  Score: Raw -2145580.775428 + Penalty 3173.802597 = -2142406.972831
  nChanged 2
		SP:Iteration 41Q (14281.920000 sec): 3 clusters
  Score: Raw -2145581.463068 + Penalty 3173.802597 = -2142407.660472
  nChanged 0
		SP:Iteration 42F (14282.150000 sec): 3 clusters
  Score: Raw -2145581.463068 + Penalty 3173.802597 = -2142407.660472
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14282.260000 sec): 2 clusters
  Score: Raw -59374.036154 + Penalty 1022.078780 = -58351.957374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14282.470000 sec): 3 clusters
  Score: Raw -59299.064298 + Penalty 2044.157561 = -57254.906738
  nChanged 123
		SP:Iteration 1F (14282.630000 sec): 3 clusters
  Score: Raw -59456.488011 + Penalty 2044.157561 = -57412.330450
  nChanged 35
		SP:Iteration 2F (14282.810000 sec): 3 clusters
  Score: Raw -59521.135362 + Penalty 2044.157561 = -57476.977802
  nChanged 22
		SP:Iteration 3Q (14282.960000 sec): 3 clusters
  Score: Raw -59554.155317 + Penalty 2044.157561 = -57509.997756
  nChanged 10
		SP:Iteration 4Q (14283.190000 sec): 3 clusters
  Score: Raw -59572.778751 + Penalty 2044.157561 = -57528.621191
  nChanged 10
		SP:Iteration 5Q (14283.400000 sec): 3 clusters
  Score: Raw -59587.499377 + Penalty 2044.157561 = -57543.341816
  nChanged 7
		SP:Iteration 6Q (14283.610000 sec): 3 clusters
  Score: Raw -59608.810963 + Penalty 2044.157561 = -57564.653403
  nChanged 10
		SP:Iteration 7Q (14283.820000 sec): 3 clusters
  Score: Raw -59627.766460 + Penalty 2044.157561 = -57583.608899
  nChanged 8
		SP:Iteration 8Q (14283.980000 sec): 3 clusters
  Score: Raw -59639.113329 + Penalty 2044.157561 = -57594.955768
  nChanged 9
		SP:Iteration 9Q (14284.170000 sec): 3 clusters
  Score: Raw -59656.247383 + Penalty 2044.157561 = -57612.089823
  nChanged 8
		SP:Iteration 10Q (14284.400000 sec): 3 clusters
  Score: Raw -59670.832862 + Penalty 2044.157561 = -57626.675301
  nChanged 9
		SP:Iteration 11Q (14284.560000 sec): 3 clusters
  Score: Raw -59685.036164 + Penalty 2044.157561 = -57640.878603
  nChanged 5
		SP:Iteration 12Q (14284.760000 sec): 3 clusters
  Score: Raw -59692.616940 + Penalty 2044.157561 = -57648.459379
  nChanged 3
		SP:Iteration 13Q (14284.930000 sec): 3 clusters
  Score: Raw -59696.174802 + Penalty 2044.157561 = -57652.017242
  nChanged 2
		SP:Iteration 14Q (14285.160000 sec): 3 clusters
  Score: Raw -59697.724949 + Penalty 2044.157561 = -57653.567389
  nChanged 2
		SP:Iteration 15Q (14285.350000 sec): 3 clusters
  Score: Raw -59703.497680 + Penalty 2044.157561 = -57659.340120
  nChanged 4
		SP:Iteration 16Q (14285.570000 sec): 3 clusters
  Score: Raw -59711.179344 + Penalty 2044.157561 = -57667.021783
  nChanged 3
		SP:Iteration 17Q (14285.760000 sec): 3 clusters
  Score: Raw -59716.339070 + Penalty 2044.157561 = -57672.181510
  nChanged 6
		SP:Iteration 18Q (14285.960000 sec): 3 clusters
  Score: Raw -59724.963683 + Penalty 2044.157561 = -57680.806122
  nChanged 3
		SP:Iteration 19Q (14286.150000 sec): 3 clusters
  Score: Raw -59734.691517 + Penalty 2044.157561 = -57690.533956
  nChanged 7
		SP:Iteration 20F (14286.400000 sec): 3 clusters
  Score: Raw -59753.129263 + Penalty 2044.157561 = -57708.971702
  nChanged 5
		SP:Iteration 21Q (14286.610000 sec): 3 clusters
  Score: Raw -59763.886023 + Penalty 2044.157561 = -57719.728463
  nChanged 2
		SP:Iteration 22Q (14286.850000 sec): 3 clusters
  Score: Raw -59766.662176 + Penalty 2044.157561 = -57722.504615
  nChanged 1
		SP:Iteration 23Q (14287.050000 sec): 3 clusters
  Score: Raw -59767.389662 + Penalty 2044.157561 = -57723.232101
  nChanged 0
		SP:Iteration 24F (14287.290000 sec): 3 clusters
  Score: Raw -59767.389662 + Penalty 2044.157561 = -57723.232101
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14287.400000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14287.620000 sec): 3 clusters
  Score: Raw -61022.289930 + Penalty 2026.820117 = -58995.469813
  nChanged 118
		SP:Iteration 1F (14287.820000 sec): 3 clusters
  Score: Raw -61168.522176 + Penalty 2026.820117 = -59141.702060
  nChanged 27
		SP:Iteration 2F (14288.000000 sec): 3 clusters
  Score: Raw -61217.457802 + Penalty 2026.820117 = -59190.637685
  nChanged 17
		SP:Iteration 3Q (14288.180000 sec): 3 clusters
  Score: Raw -61250.257965 + Penalty 2026.820117 = -59223.437848
  nChanged 11
		SP:Iteration 4Q (14288.390000 sec): 3 clusters
  Score: Raw -61270.763740 + Penalty 2026.820117 = -59243.943623
  nChanged 6
		SP:Iteration 5Q (14288.570000 sec): 3 clusters
  Score: Raw -61279.177109 + Penalty 2026.820117 = -59252.356992
  nChanged 1
		SP:Iteration 6Q (14288.760000 sec): 3 clusters
  Score: Raw -61280.231390 + Penalty 2026.820117 = -59253.411273
  nChanged 1
		SP:Iteration 7Q (14288.980000 sec): 3 clusters
  Score: Raw -61280.543368 + Penalty 2026.820117 = -59253.723251
  nChanged 0
		SP:Iteration 8F (14289.160000 sec): 3 clusters
  Score: Raw -61280.543368 + Penalty 2026.820117 = -59253.723251
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (40496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14289.450000 sec): 2 clusters
  Score: Raw -4924335.060048 + Penalty 1723.955753 = -4922611.104295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14289.860000 sec): 3 clusters
  Score: Raw -4898904.797190 + Penalty 3447.911507 = -4895456.885683
  nChanged 18853
		SP:Iteration 1F (14290.210000 sec): 3 clusters
  Score: Raw -4910225.501981 + Penalty 3447.911507 = -4906777.590474
  nChanged 2101
		SP:Iteration 2F (14290.640000 sec): 3 clusters
  Score: Raw -4911095.042887 + Penalty 3447.911507 = -4907647.131380
  nChanged 2141
		SP:Iteration 3F (14290.980000 sec): 3 clusters
  Score: Raw -4912060.431990 + Penalty 3447.911507 = -4908612.520483
  nChanged 2235
		SP:Iteration 4F (14291.380000 sec): 3 clusters
  Score: Raw -4913104.190801 + Penalty 3447.911507 = -4909656.279294
  nChanged 2158
		SP:Iteration 5F (14291.750000 sec): 3 clusters
  Score: Raw -4914090.915177 + Penalty 3447.911507 = -4910643.003670
  nChanged 2018
		SP:Iteration 6Q (14292.200000 sec): 3 clusters
  Score: Raw -4914951.342074 + Penalty 3447.911507 = -4911503.430567
  nChanged 1789
		SP:Iteration 7Q (14292.640000 sec): 3 clusters
  Score: Raw -4915656.623491 + Penalty 3447.911507 = -4912208.711984
  nChanged 1478
		SP:Iteration 8Q (14293.040000 sec): 3 clusters
  Score: Raw -4916180.137949 + Penalty 3447.911507 = -4912732.226442
  nChanged 1270
		SP:Iteration 9Q (14293.480000 sec): 3 clusters
  Score: Raw -4916582.010271 + Penalty 3447.911507 = -4913134.098764
  nChanged 1119
		SP:Iteration 10Q (14293.910000 sec): 3 clusters
  Score: Raw -4916925.977903 + Penalty 3447.911507 = -4913478.066396
  nChanged 1051
		SP:Iteration 11Q (14294.270000 sec): 3 clusters
  Score: Raw -4917270.943299 + Penalty 3447.911507 = -4913823.031792
  nChanged 1056
		SP:Iteration 12Q (14294.720000 sec): 3 clusters
  Score: Raw -4917650.125203 + Penalty 3447.911507 = -4914202.213696
  nChanged 1105
		SP:Iteration 13Q (14295.160000 sec): 3 clusters
  Score: Raw -4918088.841125 + Penalty 3447.911507 = -4914640.929618
  nChanged 1227
		SP:Iteration 14Q (14295.540000 sec): 3 clusters
  Score: Raw -4918616.802415 + Penalty 3447.911507 = -4915168.890908
  nChanged 1350
		SP:Iteration 15Q (14295.970000 sec): 3 clusters
  Score: Raw -4919236.390946 + Penalty 3447.911507 = -4915788.479439
  nChanged 1471
		SP:Iteration 16Q (14296.390000 sec): 3 clusters
  Score: Raw -4919923.514320 + Penalty 3447.911507 = -4916475.602813
  nChanged 1545
		SP:Iteration 17Q (14296.810000 sec): 3 clusters
  Score: Raw -4920675.250846 + Penalty 3447.911507 = -4917227.339339
  nChanged 1553
		SP:Iteration 18Q (14297.270000 sec): 3 clusters
  Score: Raw -4921439.443633 + Penalty 3447.911507 = -4917991.532126
  nChanged 1417
		SP:Iteration 19Q (14297.650000 sec): 3 clusters
  Score: Raw -4922121.992645 + Penalty 3447.911507 = -4918674.081138
  nChanged 1259
		SP:Iteration 20F (14298.050000 sec): 3 clusters
  Score: Raw -4922725.967556 + Penalty 3447.911507 = -4919278.056049
  nChanged 1078
		SP:Iteration 21Q (14298.470000 sec): 3 clusters
  Score: Raw -4923228.865763 + Penalty 3447.911507 = -4919780.954256
  nChanged 878
		SP:Iteration 22Q (14298.850000 sec): 3 clusters
  Score: Raw -4923616.242414 + Penalty 3447.911507 = -4920168.330907
  nChanged 689
		SP:Iteration 23Q (14299.320000 sec): 3 clusters
  Score: Raw -4923907.089360 + Penalty 3447.911507 = -4920459.177853
  nChanged 547
		SP:Iteration 24Q (14299.690000 sec): 3 clusters
  Score: Raw -4924120.532613 + Penalty 3447.911507 = -4920672.621106
  nChanged 422
		SP:Iteration 25Q (14300.060000 sec): 3 clusters
  Score: Raw -4924284.073488 + Penalty 3447.911507 = -4920836.161981
  nChanged 325
		SP:Iteration 26Q (14300.480000 sec): 3 clusters
  Score: Raw -4924398.154614 + Penalty 3447.911507 = -4920950.243107
  nChanged 238
		SP:Iteration 27Q (14300.880000 sec): 3 clusters
  Score: Raw -4924477.810245 + Penalty 3447.911507 = -4921029.898738
  nChanged 184
		SP:Iteration 28Q (14301.260000 sec): 3 clusters
  Score: Raw -4924536.838383 + Penalty 3447.911507 = -4921088.926876
  nChanged 152
		SP:Iteration 29Q (14301.600000 sec): 3 clusters
  Score: Raw -4924585.346713 + Penalty 3447.911507 = -4921137.435207
  nChanged 119
		SP:Iteration 30Q (14302.000000 sec): 3 clusters
  Score: Raw -4924622.574157 + Penalty 3447.911507 = -4921174.662650
  nChanged 93
		SP:Iteration 31Q (14302.380000 sec): 3 clusters
  Score: Raw -4924651.355962 + Penalty 3447.911507 = -4921203.444455
  nChanged 89
		SP:Iteration 32Q (14302.780000 sec): 3 clusters
  Score: Raw -4924677.573299 + Penalty 3447.911507 = -4921229.661792
  nChanged 65
		SP:Iteration 33Q (14303.110000 sec): 3 clusters
  Score: Raw -4924699.837029 + Penalty 3447.911507 = -4921251.925522
  nChanged 64
		SP:Iteration 34Q (14303.570000 sec): 3 clusters
  Score: Raw -4924719.101620 + Penalty 3447.911507 = -4921271.190113
  nChanged 52
		SP:Iteration 35Q (14303.940000 sec): 3 clusters
  Score: Raw -4924736.350473 + Penalty 3447.911507 = -4921288.438967
  nChanged 49
		SP:Iteration 36Q (14304.300000 sec): 3 clusters
  Score: Raw -4924750.737676 + Penalty 3447.911507 = -4921302.826169
  nChanged 31
		SP:Iteration 37Q (14304.700000 sec): 3 clusters
  Score: Raw -4924759.010085 + Penalty 3447.911507 = -4921311.098578
  nChanged 25
		SP:Iteration 38Q (14305.120000 sec): 3 clusters
  Score: Raw -4924765.288374 + Penalty 3447.911507 = -4921317.376867
  nChanged 24
		SP:Iteration 39Q (14305.480000 sec): 3 clusters
  Score: Raw -4924772.009653 + Penalty 3447.911507 = -4921324.098146
  nChanged 32
		SP:Iteration 40F (14305.880000 sec): 3 clusters
  Score: Raw -4924779.134750 + Penalty 3447.911507 = -4921331.223243
  nChanged 22
		SP:Iteration 41Q (14306.180000 sec): 3 clusters
  Score: Raw -4924784.476480 + Penalty 3447.911507 = -4921336.564973
  nChanged 25
		SP:Iteration 42Q (14306.530000 sec): 3 clusters
  Score: Raw -4924794.142043 + Penalty 3447.911507 = -4921346.230536
  nChanged 29
		SP:Iteration 43Q (14306.910000 sec): 3 clusters
  Score: Raw -4924802.575342 + Penalty 3447.911507 = -4921354.663836
  nChanged 25
		SP:Iteration 44Q (14307.280000 sec): 3 clusters
  Score: Raw -4924808.921276 + Penalty 3447.911507 = -4921361.009770
  nChanged 12
		SP:Iteration 45Q (14307.620000 sec): 3 clusters
  Score: Raw -4924812.820367 + Penalty 3447.911507 = -4921364.908860
  nChanged 20
		SP:Iteration 46Q (14307.930000 sec): 3 clusters
  Score: Raw -4924817.865988 + Penalty 3447.911507 = -4921369.954482
  nChanged 13
		SP:Iteration 47Q (14308.310000 sec): 3 clusters
  Score: Raw -4924820.947956 + Penalty 3447.911507 = -4921373.036449
  nChanged 10
		SP:Iteration 48Q (14308.700000 sec): 3 clusters
  Score: Raw -4924823.141076 + Penalty 3447.911507 = -4921375.229569
  nChanged 10
		SP:Iteration 49Q (14309.030000 sec): 3 clusters
  Score: Raw -4924826.094280 + Penalty 3447.911507 = -4921378.182773
  nChanged 11
		SP:Iteration 50Q (14309.410000 sec): 3 clusters
  Score: Raw -4924829.016065 + Penalty 3447.911507 = -4921381.104558
  nChanged 16
		SP:Iteration 51Q (14309.730000 sec): 3 clusters
  Score: Raw -4924834.692776 + Penalty 3447.911507 = -4921386.781269
  nChanged 18
		SP:Iteration 52Q (14310.100000 sec): 3 clusters
  Score: Raw -4924839.960866 + Penalty 3447.911507 = -4921392.049359
  nChanged 13
		SP:Iteration 53Q (14310.520000 sec): 3 clusters
  Score: Raw -4924844.187135 + Penalty 3447.911507 = -4921396.275629
  nChanged 15
		SP:Iteration 54Q (14310.890000 sec): 3 clusters
  Score: Raw -4924848.725819 + Penalty 3447.911507 = -4921400.814312
  nChanged 16
		SP:Iteration 55Q (14311.190000 sec): 3 clusters
  Score: Raw -4924853.944567 + Penalty 3447.911507 = -4921406.033060
  nChanged 15
		SP:Iteration 56Q (14311.540000 sec): 3 clusters
  Score: Raw -4924858.105347 + Penalty 3447.911507 = -4921410.193841
  nChanged 16
		SP:Iteration 57Q (14311.890000 sec): 3 clusters
  Score: Raw -4924861.448576 + Penalty 3447.911507 = -4921413.537069
  nChanged 11
		SP:Iteration 58Q (14312.270000 sec): 3 clusters
  Score: Raw -4924863.883943 + Penalty 3447.911507 = -4921415.972436
  nChanged 7
		SP:Iteration 59Q (14312.610000 sec): 3 clusters
  Score: Raw -4924865.089128 + Penalty 3447.911507 = -4921417.177621
  nChanged 3
		SP:Iteration 60F (14313.000000 sec): 3 clusters
  Score: Raw -4924865.708399 + Penalty 3447.911507 = -4921417.796892
  nChanged 2
		SP:Iteration 61Q (14313.470000 sec): 3 clusters
  Score: Raw -4924866.007809 + Penalty 3447.911507 = -4921418.096302
  nChanged 3
		SP:Iteration 62Q (14313.810000 sec): 3 clusters
  Score: Raw -4924866.451788 + Penalty 3447.911507 = -4921418.540282
  nChanged 2
		SP:Iteration 63Q (14314.180000 sec): 3 clusters
  Score: Raw -4924866.812995 + Penalty 3447.911507 = -4921418.901488
  nChanged 0
		SP:Iteration 64F (14314.580000 sec): 3 clusters
  Score: Raw -4924866.812995 + Penalty 3447.911507 = -4921418.901488
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14314.670000 sec): 2 clusters
  Score: Raw -10922.002838 + Penalty 771.051471 = -10150.951367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14314.880000 sec): 3 clusters
  Score: Raw -11098.291442 + Penalty 1542.102942 = -9556.188500
  nChanged 14
		SP:Iteration 1F (14315.110000 sec): 3 clusters
  Score: Raw -11180.033568 + Penalty 1542.102942 = -9637.930626
  nChanged 2
		SP:Iteration 2Q (14315.270000 sec): 3 clusters
  Score: Raw -11211.521665 + Penalty 1542.102942 = -9669.418724
  nChanged 0
		SP:Iteration 3F (14315.450000 sec): 3 clusters
  Score: Raw -11211.521665 + Penalty 1542.102942 = -9669.418724
  nChanged 0
Iteration 139Q (14431.450000 sec): 62 clusters
  Score: Raw -223622529.939260 + Penalty 143389.394990 = -223479140.544271
  nChanged 3379
Iteration 140F (14612.280000 sec): 62 clusters
  Score: Raw -223624461.790875 + Penalty 143389.394990 = -223481072.395885
  nChanged 3597
Iteration 141Q (14715.010000 sec): 62 clusters
  Score: Raw -223625633.191557 + Penalty 143389.394990 = -223482243.796567
  nChanged 2783
Iteration 142Q (14815.820000 sec): 62 clusters
  Score: Raw -223626325.096375 + Penalty 143389.394990 = -223482935.701385
  nChanged 2315
Iteration 143Q (14915.250000 sec): 62 clusters
  Score: Raw -223626820.630459 + Penalty 143389.394990 = -223483431.235470
  nChanged 2033
Iteration 144Q (15021.520000 sec): 62 clusters
  Score: Raw -223627212.601718 + Penalty 143389.394990 = -223483823.206728
  nChanged 1882
Iteration 145Q (15126.510000 sec): 62 clusters
  Score: Raw -223627492.261477 + Penalty 143389.394990 = -223484102.866487
  nChanged 1780
Iteration 146Q (15230.300000 sec): 62 clusters
  Score: Raw -223627873.673852 + Penalty 143389.394990 = -223484484.278862
  nChanged 1697
Iteration 147Q (15336.340000 sec): 62 clusters
  Score: Raw -223628150.641901 + Penalty 143389.394990 = -223484761.246911
  nChanged 1701
Iteration 148Q (15433.640000 sec): 62 clusters
  Score: Raw -223628367.826156 + Penalty 143389.394990 = -223484978.431167
  nChanged 1624
Iteration 149Q (15536.880000 sec): 62 clusters
  Score: Raw -223628530.823577 + Penalty 143389.394990 = -223485141.428587
  nChanged 1624
Iteration 150Q (15639.440000 sec): 62 clusters
  Score: Raw -223628690.077353 + Penalty 143389.394990 = -223485300.682363
  nChanged 1610
Iteration 151Q (15747.320000 sec): 62 clusters
  Score: Raw -223628843.559000 + Penalty 143389.394990 = -223485454.164011
  nChanged 1526
Iteration 152Q (15855.410000 sec): 62 clusters
  Score: Raw -223628967.675954 + Penalty 143389.394990 = -223485578.280965
  nChanged 1414
Iteration 153Q (15956.960000 sec): 62 clusters
  Score: Raw -223629076.800338 + Penalty 143389.394990 = -223485687.405348
  nChanged 1326
Iteration 154Q (16054.050000 sec): 62 clusters
  Score: Raw -223629214.093568 + Penalty 143389.394990 = -223485824.698578
  nChanged 1222
Iteration 155Q (16146.390000 sec): 62 clusters
  Score: Raw -223629291.725714 + Penalty 143389.394990 = -223485902.330724
  nChanged 1170
Iteration 156Q (16245.720000 sec): 62 clusters
  Score: Raw -223629356.686613 + Penalty 143389.394990 = -223485967.291624
  nChanged 1041
Iteration 157Q (16350.940000 sec): 62 clusters
  Score: Raw -223629417.103881 + Penalty 143389.394990 = -223486027.708891
  nChanged 1027
Iteration 158Q (16460.010000 sec): 62 clusters
  Score: Raw -223629465.677161 + Penalty 143389.394990 = -223486076.282171
  nChanged 895
Iteration 159Q (16562.170000 sec): 62 clusters
  Score: Raw -223629504.921001 + Penalty 143389.394990 = -223486115.526011
  nChanged 819
Iteration 160F (16739.010000 sec): 62 clusters
  Score: Raw -223630467.260354 + Penalty 143389.394990 = -223487077.865365
  nChanged 859
Iteration 161Q (16841.440000 sec): 62 clusters
  Score: Raw -223631919.636579 + Penalty 143389.394990 = -223488530.241589
  nChanged 781
Iteration 162Q (16953.100000 sec): 62 clusters
  Score: Raw -223632006.537050 + Penalty 143389.394990 = -223488617.142061
  nChanged 727
Iteration 163Q (17060.300000 sec): 62 clusters
  Score: Raw -223632052.912575 + Penalty 143389.394990 = -223488663.517585
  nChanged 709
Iteration 164Q (17165.570000 sec): 62 clusters
  Score: Raw -223632083.961820 + Penalty 143389.394990 = -223488694.566830
  nChanged 602
Iteration 165Q (17270.880000 sec): 62 clusters
  Score: Raw -223632114.604691 + Penalty 143389.394990 = -223488725.209701
  nChanged 569
Iteration 166Q (17363.960000 sec): 62 clusters
  Score: Raw -223632145.549728 + Penalty 143389.394990 = -223488756.154738
  nChanged 559
Iteration 167Q (17463.230000 sec): 62 clusters
  Score: Raw -223632182.289990 + Penalty 143389.394990 = -223488792.895000
  nChanged 539
Iteration 168Q (17567.880000 sec): 62 clusters
  Score: Raw -223632216.459624 + Penalty 143389.394990 = -223488827.064635
  nChanged 482
Iteration 169Q (17661.290000 sec): 62 clusters
  Score: Raw -223632254.761841 + Penalty 143389.394990 = -223488865.366851
  nChanged 474
Iteration 170Q (17758.550000 sec): 62 clusters
  Score: Raw -223632295.140997 + Penalty 143389.394990 = -223488905.746007
  nChanged 510
Iteration 171Q (17860.030000 sec): 62 clusters
  Score: Raw -223632353.906261 + Penalty 143389.394990 = -223488964.511271
  nChanged 488
Iteration 172Q (17956.820000 sec): 62 clusters
  Score: Raw -223632420.091155 + Penalty 143389.394990 = -223489030.696165
  nChanged 563
Iteration 173Q (18060.710000 sec): 62 clusters
  Score: Raw -223632483.622325 + Penalty 143389.394990 = -223489094.227336
  nChanged 536
Iteration 174Q (18163.460000 sec): 62 clusters
  Score: Raw -223632537.594430 + Penalty 143389.394990 = -223489148.199441
  nChanged 569
Iteration 175Q (18268.190000 sec): 62 clusters
  Score: Raw -223632582.008535 + Penalty 143389.394990 = -223489192.613545
  nChanged 487
Iteration 176Q (18374.380000 sec): 62 clusters
  Score: Raw -223632617.274913 + Penalty 143389.394990 = -223489227.879923
  nChanged 482
Iteration 177Q (18482.350000 sec): 62 clusters
  Score: Raw -223632646.435429 + Penalty 143389.394990 = -223489257.040439
  nChanged 446
Iteration 178Q (18585.860000 sec): 62 clusters
  Score: Raw -223632672.306523 + Penalty 143389.394990 = -223489282.911533
  nChanged 428
Writing temp clu file 
Because OldScore, -223489257.040439, is greater than current (better) Score,-223489282.911533 
 Compute initial score before splitting:   Score: Raw -223632672.306523 + Penalty 143389.394990 = -223489282.911533
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (18468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18586.540000 sec): 2 clusters
  Score: Raw -2175699.083347 + Penalty 1596.366652 = -2174102.716695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18586.830000 sec): 3 clusters
  Score: Raw -2164594.266583 + Penalty 3192.733305 = -2161401.533279
  nChanged 8286
		SP:Iteration 1F (18587.080000 sec): 3 clusters
  Score: Raw -2169258.867626 + Penalty 3192.733305 = -2166066.134321
  nChanged 1080
		SP:Iteration 2F (18587.370000 sec): 3 clusters
  Score: Raw -2169691.379695 + Penalty 3192.733305 = -2166498.646391
  nChanged 995
		SP:Iteration 3F (18587.670000 sec): 3 clusters
  Score: Raw -2170122.421531 + Penalty 3192.733305 = -2166929.688226
  nChanged 1001
		SP:Iteration 4F (18587.940000 sec): 3 clusters
  Score: Raw -2170659.455259 + Penalty 3192.733305 = -2167466.721954
  nChanged 1118
		SP:Iteration 5F (18588.180000 sec): 3 clusters
  Score: Raw -2171366.531555 + Penalty 3192.733305 = -2168173.798250
  nChanged 1197
		SP:Iteration 6F (18588.420000 sec): 3 clusters
  Score: Raw -2172285.368868 + Penalty 3192.733305 = -2169092.635563
  nChanged 1226
		SP:Iteration 7F (18588.740000 sec): 3 clusters
  Score: Raw -2173271.526716 + Penalty 3192.733305 = -2170078.793411
  nChanged 1051
		SP:Iteration 8F (18588.960000 sec): 3 clusters
  Score: Raw -2174137.027233 + Penalty 3192.733305 = -2170944.293928
  nChanged 840
		SP:Iteration 9Q (18589.260000 sec): 3 clusters
  Score: Raw -2174814.493463 + Penalty 3192.733305 = -2171621.760158
  nChanged 597
		SP:Iteration 10Q (18589.560000 sec): 3 clusters
  Score: Raw -2175306.130104 + Penalty 3192.733305 = -2172113.396800
  nChanged 395
		SP:Iteration 11Q (18589.810000 sec): 3 clusters
  Score: Raw -2175631.871606 + Penalty 3192.733305 = -2172439.138301
  nChanged 266
		SP:Iteration 12Q (18590.020000 sec): 3 clusters
  Score: Raw -2175836.552113 + Penalty 3192.733305 = -2172643.818808
  nChanged 161
		SP:Iteration 13Q (18590.330000 sec): 3 clusters
  Score: Raw -2175965.160635 + Penalty 3192.733305 = -2172772.427331
  nChanged 110
		SP:Iteration 14Q (18590.580000 sec): 3 clusters
  Score: Raw -2176051.223572 + Penalty 3192.733305 = -2172858.490268
  nChanged 76
		SP:Iteration 15Q (18590.900000 sec): 3 clusters
  Score: Raw -2176110.396402 + Penalty 3192.733305 = -2172917.663097
  nChanged 59
		SP:Iteration 16Q (18591.170000 sec): 3 clusters
  Score: Raw -2176156.968361 + Penalty 3192.733305 = -2172964.235056
  nChanged 50
		SP:Iteration 17Q (18591.460000 sec): 3 clusters
  Score: Raw -2176192.271412 + Penalty 3192.733305 = -2172999.538108
  nChanged 32
		SP:Iteration 18Q (18591.700000 sec): 3 clusters
  Score: Raw -2176209.783466 + Penalty 3192.733305 = -2173017.050162
  nChanged 20
		SP:Iteration 19Q (18591.980000 sec): 3 clusters
  Score: Raw -2176219.672632 + Penalty 3192.733305 = -2173026.939327
  nChanged 13
		SP:Iteration 20F (18592.260000 sec): 3 clusters
  Score: Raw -2176224.248420 + Penalty 3192.733305 = -2173031.515116
  nChanged 8
		SP:Iteration 21Q (18592.570000 sec): 3 clusters
  Score: Raw -2176227.373821 + Penalty 3192.733305 = -2173034.640516
  nChanged 5
		SP:Iteration 22Q (18592.860000 sec): 3 clusters
  Score: Raw -2176229.589001 + Penalty 3192.733305 = -2173036.855697
  nChanged 5
		SP:Iteration 23Q (18593.180000 sec): 3 clusters
  Score: Raw -2176230.920604 + Penalty 3192.733305 = -2173038.187300
  nChanged 4
		SP:Iteration 24Q (18593.440000 sec): 3 clusters
  Score: Raw -2176231.684784 + Penalty 3192.733305 = -2173038.951479
  nChanged 1
		SP:Iteration 25Q (18593.770000 sec): 3 clusters
  Score: Raw -2176231.861936 + Penalty 3192.733305 = -2173039.128631
  nChanged 0
		SP:Iteration 26F (18594.050000 sec): 3 clusters
  Score: Raw -2176231.861936 + Penalty 3192.733305 = -2173039.128631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (359336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18595.670000 sec): 2 clusters
  Score: Raw -43710981.009927 + Penalty 2078.702139 = -43708902.307788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18597.350000 sec): 3 clusters
  Score: Raw -43470218.820590 + Penalty 4157.404278 = -43466061.416312
  nChanged 175452
		SP:Iteration 1F (18598.980000 sec): 3 clusters
  Score: Raw -43574792.155653 + Penalty 4157.404278 = -43570634.751375
  nChanged 9222
		SP:Iteration 2Q (18600.680000 sec): 3 clusters
  Score: Raw -43577040.630241 + Penalty 4157.404278 = -43572883.225963
  nChanged 12129
		SP:Iteration 3Q (18602.340000 sec): 3 clusters
  Score: Raw -43581224.751224 + Penalty 4157.404278 = -43577067.346946
  nChanged 17470
		SP:Iteration 4Q (18604.080000 sec): 3 clusters
  Score: Raw -43589684.603881 + Penalty 4157.404278 = -43585527.199603
  nChanged 25608
		SP:Iteration 5F (18605.640000 sec): 3 clusters
  Score: Raw -43606817.204446 + Penalty 4157.404278 = -43602659.800168
  nChanged 34144
		SP:Iteration 6F (18607.220000 sec): 3 clusters
  Score: Raw -43636502.705142 + Penalty 4157.404278 = -43632345.300865
  nChanged 35805
		SP:Iteration 7F (18609.010000 sec): 3 clusters
  Score: Raw -43672533.600350 + Penalty 4157.404278 = -43668376.196072
  nChanged 24933
		SP:Iteration 8F (18610.600000 sec): 3 clusters
  Score: Raw -43698236.151958 + Penalty 4157.404278 = -43694078.747680
  nChanged 10212
		SP:Iteration 9Q (18612.170000 sec): 3 clusters
  Score: Raw -43708127.685103 + Penalty 4157.404278 = -43703970.280825
  nChanged 2563
		SP:Iteration 10Q (18613.650000 sec): 3 clusters
  Score: Raw -43710443.529215 + Penalty 4157.404278 = -43706286.124937
  nChanged 521
		SP:Iteration 11Q (18615.080000 sec): 3 clusters
  Score: Raw -43710945.964814 + Penalty 4157.404278 = -43706788.560536
  nChanged 87
		SP:Iteration 12Q (18616.530000 sec): 3 clusters
  Score: Raw -43711065.746684 + Penalty 4157.404278 = -43706908.342406
  nChanged 29
		SP:Iteration 13Q (18617.990000 sec): 3 clusters
  Score: Raw -43711110.408558 + Penalty 4157.404278 = -43706953.004280
  nChanged 13
		SP:Iteration 14Q (18619.350000 sec): 3 clusters
  Score: Raw -43711124.186720 + Penalty 4157.404278 = -43706966.782442
  nChanged 10
		SP:Iteration 15Q (18620.720000 sec): 3 clusters
  Score: Raw -43711140.954650 + Penalty 4157.404278 = -43706983.550372
  nChanged 6
		SP:Iteration 16Q (18622.110000 sec): 3 clusters
  Score: Raw -43711154.088509 + Penalty 4157.404278 = -43706996.684231
  nChanged 4
		SP:Iteration 17Q (18623.460000 sec): 3 clusters
  Score: Raw -43711157.777543 + Penalty 4157.404278 = -43707000.373265
  nChanged 3
		SP:Iteration 18Q (18624.850000 sec): 3 clusters
  Score: Raw -43711165.438770 + Penalty 4157.404278 = -43707008.034492
  nChanged 2
		SP:Iteration 19Q (18626.350000 sec): 3 clusters
  Score: Raw -43711171.727672 + Penalty 4157.404278 = -43707014.323394
  nChanged 5
		SP:Iteration 20F (18628.090000 sec): 3 clusters
  Score: Raw -43711180.926287 + Penalty 4157.404278 = -43707023.522009
  nChanged 6
		SP:Iteration 21Q (18629.650000 sec): 3 clusters
  Score: Raw -43711192.921118 + Penalty 4157.404278 = -43707035.516840
  nChanged 3
		SP:Iteration 22Q (18631.170000 sec): 3 clusters
  Score: Raw -43711198.975323 + Penalty 4157.404278 = -43707041.571045
  nChanged 3
		SP:Iteration 23Q (18632.520000 sec): 3 clusters
  Score: Raw -43711204.144859 + Penalty 4157.404278 = -43707046.740581
  nChanged 4
		SP:Iteration 24Q (18633.860000 sec): 3 clusters
  Score: Raw -43711212.750042 + Penalty 4157.404278 = -43707055.345764
  nChanged 1
		SP:Iteration 25Q (18635.240000 sec): 3 clusters
  Score: Raw -43711213.872236 + Penalty 4157.404278 = -43707056.467958
  nChanged 1
		SP:Iteration 26Q (18636.510000 sec): 3 clusters
  Score: Raw -43711215.103964 + Penalty 4157.404278 = -43707057.699686
  nChanged 0
		SP:Iteration 27F (18638.120000 sec): 3 clusters
  Score: Raw -43711215.103964 + Penalty 4157.404278 = -43707057.699686
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18638.430000 sec): 2 clusters
  Score: Raw -1624529.632194 + Penalty 1545.543574 = -1622984.088619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18638.680000 sec): 3 clusters
  Score: Raw -1616632.485314 + Penalty 3091.087149 = -1613541.398165
  nChanged 5998
		SP:Iteration 1F (18638.990000 sec): 3 clusters
  Score: Raw -1619895.594254 + Penalty 3091.087149 = -1616804.507105
  nChanged 829
		SP:Iteration 2F (18639.270000 sec): 3 clusters
  Score: Raw -1620271.844168 + Penalty 3091.087149 = -1617180.757019
  nChanged 698
		SP:Iteration 3F (18639.560000 sec): 3 clusters
  Score: Raw -1620589.587771 + Penalty 3091.087149 = -1617498.500622
  nChanged 648
		SP:Iteration 4Q (18639.800000 sec): 3 clusters
  Score: Raw -1620912.884731 + Penalty 3091.087149 = -1617821.797582
  nChanged 640
		SP:Iteration 5Q (18640.100000 sec): 3 clusters
  Score: Raw -1621219.685408 + Penalty 3091.087149 = -1618128.598259
  nChanged 589
		SP:Iteration 6Q (18640.360000 sec): 3 clusters
  Score: Raw -1621513.015674 + Penalty 3091.087149 = -1618421.928525
  nChanged 577
		SP:Iteration 7Q (18640.690000 sec): 3 clusters
  Score: Raw -1621799.647300 + Penalty 3091.087149 = -1618708.560151
  nChanged 542
		SP:Iteration 8Q (18640.970000 sec): 3 clusters
  Score: Raw -1622044.964254 + Penalty 3091.087149 = -1618953.877105
  nChanged 465
		SP:Iteration 9Q (18641.230000 sec): 3 clusters
  Score: Raw -1622246.463673 + Penalty 3091.087149 = -1619155.376524
  nChanged 417
		SP:Iteration 10Q (18641.500000 sec): 3 clusters
  Score: Raw -1622411.444512 + Penalty 3091.087149 = -1619320.357363
  nChanged 404
		SP:Iteration 11Q (18641.800000 sec): 3 clusters
  Score: Raw -1622575.896754 + Penalty 3091.087149 = -1619484.809605
  nChanged 378
		SP:Iteration 12Q (18642.040000 sec): 3 clusters
  Score: Raw -1622738.683844 + Penalty 3091.087149 = -1619647.596695
  nChanged 412
		SP:Iteration 13Q (18642.280000 sec): 3 clusters
  Score: Raw -1622902.747104 + Penalty 3091.087149 = -1619811.659955
  nChanged 362
		SP:Iteration 14Q (18642.530000 sec): 3 clusters
  Score: Raw -1623054.696639 + Penalty 3091.087149 = -1619963.609490
  nChanged 337
		SP:Iteration 15Q (18642.800000 sec): 3 clusters
  Score: Raw -1623183.687417 + Penalty 3091.087149 = -1620092.600268
  nChanged 290
		SP:Iteration 16Q (18643.080000 sec): 3 clusters
  Score: Raw -1623292.441888 + Penalty 3091.087149 = -1620201.354739
  nChanged 248
		SP:Iteration 17Q (18643.410000 sec): 3 clusters
  Score: Raw -1623381.382570 + Penalty 3091.087149 = -1620290.295421
  nChanged 227
		SP:Iteration 18Q (18643.670000 sec): 3 clusters
  Score: Raw -1623454.033608 + Penalty 3091.087149 = -1620362.946459
  nChanged 196
		SP:Iteration 19Q (18643.910000 sec): 3 clusters
  Score: Raw -1623520.336600 + Penalty 3091.087149 = -1620429.249451
  nChanged 180
		SP:Iteration 20F (18644.200000 sec): 3 clusters
  Score: Raw -1623589.451318 + Penalty 3091.087149 = -1620498.364169
  nChanged 178
		SP:Iteration 21Q (18644.400000 sec): 3 clusters
  Score: Raw -1623658.419517 + Penalty 3091.087149 = -1620567.332368
  nChanged 184
		SP:Iteration 22Q (18644.700000 sec): 3 clusters
  Score: Raw -1623739.395536 + Penalty 3091.087149 = -1620648.308387
  nChanged 181
		SP:Iteration 23Q (18644.940000 sec): 3 clusters
  Score: Raw -1623813.136224 + Penalty 3091.087149 = -1620722.049075
  nChanged 144
		SP:Iteration 24Q (18645.160000 sec): 3 clusters
  Score: Raw -1623867.158351 + Penalty 3091.087149 = -1620776.071202
  nChanged 140
		SP:Iteration 25Q (18645.430000 sec): 3 clusters
  Score: Raw -1623917.410387 + Penalty 3091.087149 = -1620826.323238
  nChanged 140
		SP:Iteration 26Q (18645.670000 sec): 3 clusters
  Score: Raw -1623969.380685 + Penalty 3091.087149 = -1620878.293536
  nChanged 135
		SP:Iteration 27Q (18645.910000 sec): 3 clusters
  Score: Raw -1624014.766760 + Penalty 3091.087149 = -1620923.679611
  nChanged 116
		SP:Iteration 28Q (18646.180000 sec): 3 clusters
  Score: Raw -1624050.464437 + Penalty 3091.087149 = -1620959.377288
  nChanged 111
		SP:Iteration 29Q (18646.430000 sec): 3 clusters
  Score: Raw -1624084.914307 + Penalty 3091.087149 = -1620993.827158
  nChanged 106
		SP:Iteration 30Q (18646.710000 sec): 3 clusters
  Score: Raw -1624120.450547 + Penalty 3091.087149 = -1621029.363398
  nChanged 122
		SP:Iteration 31Q (18646.970000 sec): 3 clusters
  Score: Raw -1624160.306798 + Penalty 3091.087149 = -1621069.219649
  nChanged 121
		SP:Iteration 32Q (18647.250000 sec): 3 clusters
  Score: Raw -1624197.741529 + Penalty 3091.087149 = -1621106.654380
  nChanged 115
		SP:Iteration 33Q (18647.590000 sec): 3 clusters
  Score: Raw -1624231.842992 + Penalty 3091.087149 = -1621140.755843
  nChanged 103
		SP:Iteration 34Q (18647.750000 sec): 3 clusters
  Score: Raw -1624259.470284 + Penalty 3091.087149 = -1621168.383135
  nChanged 93
		SP:Iteration 35Q (18647.980000 sec): 3 clusters
  Score: Raw -1624282.887212 + Penalty 3091.087149 = -1621191.800063
  nChanged 75
		SP:Iteration 36Q (18648.210000 sec): 3 clusters
  Score: Raw -1624302.162745 + Penalty 3091.087149 = -1621211.075596
  nChanged 68
		SP:Iteration 37Q (18648.440000 sec): 3 clusters
  Score: Raw -1624323.334704 + Penalty 3091.087149 = -1621232.247555
  nChanged 75
		SP:Iteration 38Q (18648.690000 sec): 3 clusters
  Score: Raw -1624343.084542 + Penalty 3091.087149 = -1621251.997393
  nChanged 63
		SP:Iteration 39Q (18648.900000 sec): 3 clusters
  Score: Raw -1624359.412263 + Penalty 3091.087149 = -1621268.325114
  nChanged 58
		SP:Iteration 40F (18649.180000 sec): 3 clusters
  Score: Raw -1624372.106898 + Penalty 3091.087149 = -1621281.019749
  nChanged 48
		SP:Iteration 41Q (18649.470000 sec): 3 clusters
  Score: Raw -1624383.584561 + Penalty 3091.087149 = -1621292.497412
  nChanged 40
		SP:Iteration 42Q (18649.710000 sec): 3 clusters
  Score: Raw -1624392.213400 + Penalty 3091.087149 = -1621301.126251
  nChanged 41
		SP:Iteration 43Q (18649.960000 sec): 3 clusters
  Score: Raw -1624401.131740 + Penalty 3091.087149 = -1621310.044591
  nChanged 44
		SP:Iteration 44Q (18650.170000 sec): 3 clusters
  Score: Raw -1624411.507246 + Penalty 3091.087149 = -1621320.420097
  nChanged 47
		SP:Iteration 45Q (18650.520000 sec): 3 clusters
  Score: Raw -1624421.660595 + Penalty 3091.087149 = -1621330.573446
  nChanged 50
		SP:Iteration 46Q (18650.830000 sec): 3 clusters
  Score: Raw -1624433.781977 + Penalty 3091.087149 = -1621342.694828
  nChanged 44
		SP:Iteration 47Q (18651.040000 sec): 3 clusters
  Score: Raw -1624447.020223 + Penalty 3091.087149 = -1621355.933074
  nChanged 44
		SP:Iteration 48Q (18651.270000 sec): 3 clusters
  Score: Raw -1624459.296764 + Penalty 3091.087149 = -1621368.209615
  nChanged 40
		SP:Iteration 49Q (18651.530000 sec): 3 clusters
  Score: Raw -1624469.603459 + Penalty 3091.087149 = -1621378.516310
  nChanged 41
		SP:Iteration 50Q (18651.750000 sec): 3 clusters
  Score: Raw -1624477.102529 + Penalty 3091.087149 = -1621386.015380
  nChanged 35
		SP:Iteration 51Q (18651.980000 sec): 3 clusters
  Score: Raw -1624484.727294 + Penalty 3091.087149 = -1621393.640145
  nChanged 31
		SP:Iteration 52Q (18652.220000 sec): 3 clusters
  Score: Raw -1624492.158582 + Penalty 3091.087149 = -1621401.071433
  nChanged 24
		SP:Iteration 53Q (18652.450000 sec): 3 clusters
  Score: Raw -1624499.239470 + Penalty 3091.087149 = -1621408.152321
  nChanged 27
		SP:Iteration 54Q (18652.660000 sec): 3 clusters
  Score: Raw -1624506.468748 + Penalty 3091.087149 = -1621415.381599
  nChanged 23
		SP:Iteration 55Q (18652.930000 sec): 3 clusters
  Score: Raw -1624512.210803 + Penalty 3091.087149 = -1621421.123654
  nChanged 25
		SP:Iteration 56Q (18653.180000 sec): 3 clusters
  Score: Raw -1624519.796886 + Penalty 3091.087149 = -1621428.709737
  nChanged 23
		SP:Iteration 57Q (18653.410000 sec): 3 clusters
  Score: Raw -1624525.608022 + Penalty 3091.087149 = -1621434.520873
  nChanged 25
		SP:Iteration 58Q (18653.660000 sec): 3 clusters
  Score: Raw -1624531.661597 + Penalty 3091.087149 = -1621440.574448
  nChanged 27
		SP:Iteration 59Q (18653.880000 sec): 3 clusters
  Score: Raw -1624537.736123 + Penalty 3091.087149 = -1621446.648974
  nChanged 24
		SP:Iteration 60F (18654.190000 sec): 3 clusters
  Score: Raw -1624544.472194 + Penalty 3091.087149 = -1621453.385045
  nChanged 24
		SP:Iteration 61Q (18654.450000 sec): 3 clusters
  Score: Raw -1624550.367121 + Penalty 3091.087149 = -1621459.279972
  nChanged 21
		SP:Iteration 62Q (18654.690000 sec): 3 clusters
  Score: Raw -1624554.767721 + Penalty 3091.087149 = -1621463.680572
  nChanged 18
		SP:Iteration 63Q (18654.960000 sec): 3 clusters
  Score: Raw -1624559.466236 + Penalty 3091.087149 = -1621468.379087
  nChanged 20
		SP:Iteration 64Q (18655.220000 sec): 3 clusters
  Score: Raw -1624564.866720 + Penalty 3091.087149 = -1621473.779571
  nChanged 23
		SP:Iteration 65Q (18655.460000 sec): 3 clusters
  Score: Raw -1624570.169828 + Penalty 3091.087149 = -1621479.082679
  nChanged 23
		SP:Iteration 66Q (18655.720000 sec): 3 clusters
  Score: Raw -1624575.113171 + Penalty 3091.087149 = -1621484.026022
  nChanged 21
		SP:Iteration 67Q (18655.910000 sec): 3 clusters
  Score: Raw -1624580.303409 + Penalty 3091.087149 = -1621489.216260
  nChanged 18
		SP:Iteration 68Q (18656.200000 sec): 3 clusters
  Score: Raw -1624583.897633 + Penalty 3091.087149 = -1621492.810484
  nChanged 19
		SP:Iteration 69Q (18656.440000 sec): 3 clusters
  Score: Raw -1624587.850936 + Penalty 3091.087149 = -1621496.763787
  nChanged 12
		SP:Iteration 70Q (18656.670000 sec): 3 clusters
  Score: Raw -1624590.580603 + Penalty 3091.087149 = -1621499.493454
  nChanged 13
		SP:Iteration 71Q (18656.910000 sec): 3 clusters
  Score: Raw -1624593.840288 + Penalty 3091.087149 = -1621502.753139
  nChanged 15
		SP:Iteration 72Q (18657.140000 sec): 3 clusters
  Score: Raw -1624597.123529 + Penalty 3091.087149 = -1621506.036380
  nChanged 12
		SP:Iteration 73Q (18657.390000 sec): 3 clusters
  Score: Raw -1624599.829858 + Penalty 3091.087149 = -1621508.742709
  nChanged 13
		SP:Iteration 74Q (18657.620000 sec): 3 clusters
  Score: Raw -1624602.698434 + Penalty 3091.087149 = -1621511.611285
  nChanged 17
		SP:Iteration 75Q (18657.870000 sec): 3 clusters
  Score: Raw -1624606.767109 + Penalty 3091.087149 = -1621515.679960
  nChanged 17
		SP:Iteration 76Q (18658.090000 sec): 3 clusters
  Score: Raw -1624609.984421 + Penalty 3091.087149 = -1621518.897272
  nChanged 13
		SP:Iteration 77Q (18658.320000 sec): 3 clusters
  Score: Raw -1624612.645632 + Penalty 3091.087149 = -1621521.558483
  nChanged 16
		SP:Iteration 78Q (18658.550000 sec): 3 clusters
  Score: Raw -1624615.745632 + Penalty 3091.087149 = -1621524.658483
  nChanged 8
		SP:Iteration 79Q (18658.730000 sec): 3 clusters
  Score: Raw -1624617.113661 + Penalty 3091.087149 = -1621526.026512
  nChanged 10
		SP:Iteration 80F (18658.960000 sec): 3 clusters
  Score: Raw -1624619.859841 + Penalty 3091.087149 = -1621528.772692
  nChanged 10
		SP:Iteration 81Q (18659.190000 sec): 3 clusters
  Score: Raw -1624622.069940 + Penalty 3091.087149 = -1621530.982791
  nChanged 10
		SP:Iteration 82Q (18659.420000 sec): 3 clusters
  Score: Raw -1624624.428705 + Penalty 3091.087149 = -1621533.341556
  nChanged 8
		SP:Iteration 83Q (18659.660000 sec): 3 clusters
  Score: Raw -1624626.023487 + Penalty 3091.087149 = -1621534.936338
  nChanged 8
		SP:Iteration 84Q (18659.930000 sec): 3 clusters
  Score: Raw -1624627.591333 + Penalty 3091.087149 = -1621536.504184
  nChanged 9
		SP:Iteration 85Q (18660.150000 sec): 3 clusters
  Score: Raw -1624629.438079 + Penalty 3091.087149 = -1621538.350930
  nChanged 6
		SP:Iteration 86Q (18660.360000 sec): 3 clusters
  Score: Raw -1624631.029593 + Penalty 3091.087149 = -1621539.942444
  nChanged 2
		SP:Iteration 87Q (18660.560000 sec): 3 clusters
  Score: Raw -1624631.694361 + Penalty 3091.087149 = -1621540.607212
  nChanged 6
		SP:Iteration 88Q (18660.790000 sec): 3 clusters
  Score: Raw -1624633.982009 + Penalty 3091.087149 = -1621542.894860
  nChanged 12
		SP:Iteration 89Q (18661.090000 sec): 3 clusters
  Score: Raw -1624638.060810 + Penalty 3091.087149 = -1621546.973661
  nChanged 13
		SP:Iteration 90Q (18661.400000 sec): 3 clusters
  Score: Raw -1624642.544824 + Penalty 3091.087149 = -1621551.457675
  nChanged 13
		SP:Iteration 91Q (18661.640000 sec): 3 clusters
  Score: Raw -1624647.665989 + Penalty 3091.087149 = -1621556.578840
  nChanged 12
		SP:Iteration 92Q (18661.820000 sec): 3 clusters
  Score: Raw -1624652.590957 + Penalty 3091.087149 = -1621561.503808
  nChanged 21
		SP:Iteration 93Q (18662.080000 sec): 3 clusters
  Score: Raw -1624663.493840 + Penalty 3091.087149 = -1621572.406691
  nChanged 27
		SP:Iteration 94Q (18662.300000 sec): 3 clusters
  Score: Raw -1624675.310282 + Penalty 3091.087149 = -1621584.223133
  nChanged 28
		SP:Iteration 95Q (18662.520000 sec): 3 clusters
  Score: Raw -1624685.025147 + Penalty 3091.087149 = -1621593.937998
  nChanged 20
		SP:Iteration 96Q (18662.800000 sec): 3 clusters
  Score: Raw -1624691.691019 + Penalty 3091.087149 = -1621600.603870
  nChanged 11
		SP:Iteration 97Q (18663.030000 sec): 3 clusters
  Score: Raw -1624694.959108 + Penalty 3091.087149 = -1621603.871959
  nChanged 9
		SP:Iteration 98Q (18663.300000 sec): 3 clusters
  Score: Raw -1624697.394275 + Penalty 3091.087149 = -1621606.307126
  nChanged 7
		SP:Iteration 99Q (18663.560000 sec): 3 clusters
  Score: Raw -1624699.086936 + Penalty 3091.087149 = -1621607.999787
  nChanged 14
		SP:Iteration 100F (18663.830000 sec): 3 clusters
  Score: Raw -1624702.792961 + Penalty 3091.087149 = -1621611.705812
  nChanged 12
		SP:Iteration 101Q (18664.040000 sec): 3 clusters
  Score: Raw -1624705.639610 + Penalty 3091.087149 = -1621614.552461
  nChanged 13
		SP:Iteration 102Q (18664.330000 sec): 3 clusters
  Score: Raw -1624708.021830 + Penalty 3091.087149 = -1621616.934681
  nChanged 8
		SP:Iteration 103Q (18664.590000 sec): 3 clusters
  Score: Raw -1624709.603767 + Penalty 3091.087149 = -1621618.516618
  nChanged 10
		SP:Iteration 104Q (18664.790000 sec): 3 clusters
  Score: Raw -1624712.216525 + Penalty 3091.087149 = -1621621.129376
  nChanged 7
		SP:Iteration 105Q (18665.100000 sec): 3 clusters
  Score: Raw -1624714.243053 + Penalty 3091.087149 = -1621623.155904
  nChanged 11
		SP:Iteration 106Q (18665.300000 sec): 3 clusters
  Score: Raw -1624716.945025 + Penalty 3091.087149 = -1621625.857876
  nChanged 6
		SP:Iteration 107Q (18665.520000 sec): 3 clusters
  Score: Raw -1624718.010208 + Penalty 3091.087149 = -1621626.923059
  nChanged 6
		SP:Iteration 108Q (18665.740000 sec): 3 clusters
  Score: Raw -1624719.628105 + Penalty 3091.087149 = -1621628.540956
  nChanged 5
		SP:Iteration 109Q (18665.960000 sec): 3 clusters
  Score: Raw -1624720.708988 + Penalty 3091.087149 = -1621629.621839
  nChanged 4
		SP:Iteration 110Q (18666.180000 sec): 3 clusters
  Score: Raw -1624721.719997 + Penalty 3091.087149 = -1621630.632848
  nChanged 2
		SP:Iteration 111Q (18666.420000 sec): 3 clusters
  Score: Raw -1624722.031859 + Penalty 3091.087149 = -1621630.944710
  nChanged 3
		SP:Iteration 112Q (18666.620000 sec): 3 clusters
  Score: Raw -1624722.368380 + Penalty 3091.087149 = -1621631.281231
  nChanged 3
		SP:Iteration 113Q (18666.870000 sec): 3 clusters
  Score: Raw -1624722.842139 + Penalty 3091.087149 = -1621631.754990
  nChanged 4
		SP:Iteration 114Q (18667.120000 sec): 3 clusters
  Score: Raw -1624723.917993 + Penalty 3091.087149 = -1621632.830844
  nChanged 6
		SP:Iteration 115Q (18667.350000 sec): 3 clusters
  Score: Raw -1624725.453022 + Penalty 3091.087149 = -1621634.365873
  nChanged 8
		SP:Iteration 116Q (18667.580000 sec): 3 clusters
  Score: Raw -1624727.554511 + Penalty 3091.087149 = -1621636.467362
  nChanged 7
		SP:Iteration 117Q (18667.800000 sec): 3 clusters
  Score: Raw -1624730.067793 + Penalty 3091.087149 = -1621638.980644
  nChanged 11
		SP:Iteration 118Q (18668.060000 sec): 3 clusters
  Score: Raw -1624733.841573 + Penalty 3091.087149 = -1621642.754424
  nChanged 12
		SP:Iteration 119Q (18668.240000 sec): 3 clusters
  Score: Raw -1624739.370475 + Penalty 3091.087149 = -1621648.283326
  nChanged 14
		SP:Iteration 120F (18668.480000 sec): 3 clusters
  Score: Raw -1624744.408165 + Penalty 3091.087149 = -1621653.321016
  nChanged 16
		SP:Iteration 121Q (18668.750000 sec): 3 clusters
  Score: Raw -1624748.996360 + Penalty 3091.087149 = -1621657.909211
  nChanged 12
		SP:Iteration 122Q (18669.010000 sec): 3 clusters
  Score: Raw -1624752.725617 + Penalty 3091.087149 = -1621661.638468
  nChanged 14
		SP:Iteration 123Q (18669.320000 sec): 3 clusters
  Score: Raw -1624757.575988 + Penalty 3091.087149 = -1621666.488839
  nChanged 10
		SP:Iteration 124Q (18669.650000 sec): 3 clusters
  Score: Raw -1624761.500677 + Penalty 3091.087149 = -1621670.413528
  nChanged 16
		SP:Iteration 125Q (18669.850000 sec): 3 clusters
  Score: Raw -1624766.235810 + Penalty 3091.087149 = -1621675.148661
  nChanged 7
		SP:Iteration 126Q (18670.090000 sec): 3 clusters
  Score: Raw -1624769.710253 + Penalty 3091.087149 = -1621678.623104
  nChanged 10
		SP:Iteration 127Q (18670.350000 sec): 3 clusters
  Score: Raw -1624773.253465 + Penalty 3091.087149 = -1621682.166316
  nChanged 13
		SP:Iteration 128Q (18670.590000 sec): 3 clusters
  Score: Raw -1624778.724582 + Penalty 3091.087149 = -1621687.637433
  nChanged 10
		SP:Iteration 129Q (18670.810000 sec): 3 clusters
  Score: Raw -1624783.477174 + Penalty 3091.087149 = -1621692.390025
  nChanged 6
		SP:Iteration 130Q (18671.030000 sec): 3 clusters
  Score: Raw -1624785.046276 + Penalty 3091.087149 = -1621693.959127
  nChanged 7
		SP:Iteration 131Q (18671.290000 sec): 3 clusters
  Score: Raw -1624787.107162 + Penalty 3091.087149 = -1621696.020013
  nChanged 6
		SP:Iteration 132Q (18671.520000 sec): 3 clusters
  Score: Raw -1624789.338911 + Penalty 3091.087149 = -1621698.251762
  nChanged 4
		SP:Iteration 133Q (18671.820000 sec): 3 clusters
  Score: Raw -1624791.106854 + Penalty 3091.087149 = -1621700.019706
  nChanged 5
		SP:Iteration 134Q (18672.070000 sec): 3 clusters
  Score: Raw -1624793.090608 + Penalty 3091.087149 = -1621702.003459
  nChanged 3
		SP:Iteration 135Q (18672.380000 sec): 3 clusters
  Score: Raw -1624794.490820 + Penalty 3091.087149 = -1621703.403671
  nChanged 2
		SP:Iteration 136Q (18672.610000 sec): 3 clusters
  Score: Raw -1624794.773475 + Penalty 3091.087149 = -1621703.686326
  nChanged 1
		SP:Iteration 137Q (18672.870000 sec): 3 clusters
  Score: Raw -1624794.934389 + Penalty 3091.087149 = -1621703.847240
  nChanged 1
		SP:Iteration 138Q (18673.080000 sec): 3 clusters
  Score: Raw -1624795.287646 + Penalty 3091.087149 = -1621704.200497
  nChanged 1
		SP:Iteration 139Q (18673.290000 sec): 3 clusters
  Score: Raw -1624795.624614 + Penalty 3091.087149 = -1621704.537465
  nChanged 1
		SP:Iteration 140F (18673.530000 sec): 3 clusters
  Score: Raw -1624795.922764 + Penalty 3091.087149 = -1621704.835615
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (40783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18673.820000 sec): 2 clusters
  Score: Raw -4630451.180789 + Penalty 1725.103349 = -4628726.077440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18674.210000 sec): 3 clusters
  Score: Raw -4604792.975484 + Penalty 3450.206697 = -4601342.768787
  nChanged 19093
		SP:Iteration 1F (18674.520000 sec): 3 clusters
  Score: Raw -4615762.714718 + Penalty 3450.206697 = -4612312.508021
  nChanged 2040
		SP:Iteration 2F (18674.910000 sec): 3 clusters
  Score: Raw -4616711.269709 + Penalty 3450.206697 = -4613261.063012
  nChanged 2390
		SP:Iteration 3F (18675.260000 sec): 3 clusters
  Score: Raw -4618171.109417 + Penalty 3450.206697 = -4614720.902720
  nChanged 2791
		SP:Iteration 4F (18675.610000 sec): 3 clusters
  Score: Raw -4620179.859176 + Penalty 3450.206697 = -4616729.652479
  nChanged 2922
		SP:Iteration 5F (18675.960000 sec): 3 clusters
  Score: Raw -4622232.522859 + Penalty 3450.206697 = -4618782.316162
  nChanged 2700
		SP:Iteration 6F (18676.350000 sec): 3 clusters
  Score: Raw -4623856.496389 + Penalty 3450.206697 = -4620406.289692
  nChanged 2211
		SP:Iteration 7F (18676.710000 sec): 3 clusters
  Score: Raw -4624945.909546 + Penalty 3450.206697 = -4621495.702849
  nChanged 1657
		SP:Iteration 8Q (18677.070000 sec): 3 clusters
  Score: Raw -4625639.416397 + Penalty 3450.206697 = -4622189.209700
  nChanged 1255
		SP:Iteration 9Q (18677.490000 sec): 3 clusters
  Score: Raw -4626074.333960 + Penalty 3450.206697 = -4622624.127262
  nChanged 965
		SP:Iteration 10Q (18677.850000 sec): 3 clusters
  Score: Raw -4626360.306068 + Penalty 3450.206697 = -4622910.099371
  nChanged 745
		SP:Iteration 11Q (18678.260000 sec): 3 clusters
  Score: Raw -4626546.717989 + Penalty 3450.206697 = -4623096.511292
  nChanged 657
		SP:Iteration 12Q (18678.640000 sec): 3 clusters
  Score: Raw -4626690.739040 + Penalty 3450.206697 = -4623240.532342
  nChanged 536
		SP:Iteration 13Q (18678.980000 sec): 3 clusters
  Score: Raw -4626795.010701 + Penalty 3450.206697 = -4623344.804003
  nChanged 434
		SP:Iteration 14Q (18679.350000 sec): 3 clusters
  Score: Raw -4626872.200442 + Penalty 3450.206697 = -4623421.993745
  nChanged 408
		SP:Iteration 15Q (18679.800000 sec): 3 clusters
  Score: Raw -4626942.065100 + Penalty 3450.206697 = -4623491.858403
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		SP:Iteration 16Q (18680.210000 sec): 3 clusters
  Score: Raw -4627002.010806 + Penalty 3450.206697 = -4623551.804109
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		SP:Iteration 17Q (18680.640000 sec): 3 clusters
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		SP:Iteration 18Q (18681.010000 sec): 3 clusters
  Score: Raw -4627115.456031 + Penalty 3450.206697 = -4623665.249334
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		SP:Iteration 19Q (18681.430000 sec): 3 clusters
  Score: Raw -4627162.781678 + Penalty 3450.206697 = -4623712.574981
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		SP:Iteration 20F (18681.790000 sec): 3 clusters
  Score: Raw -4627202.442517 + Penalty 3450.206697 = -4623752.235819
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		SP:Iteration 21Q (18682.170000 sec): 3 clusters
  Score: Raw -4627242.206053 + Penalty 3450.206697 = -4623791.999356
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		SP:Iteration 22Q (18682.520000 sec): 3 clusters
  Score: Raw -4627280.827798 + Penalty 3450.206697 = -4623830.621101
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		SP:Iteration 23Q (18682.900000 sec): 3 clusters
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		SP:Iteration 24Q (18683.270000 sec): 3 clusters
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		SP:Iteration 25Q (18683.620000 sec): 3 clusters
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		SP:Iteration 26Q (18683.990000 sec): 3 clusters
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		SP:Iteration 27Q (18684.360000 sec): 3 clusters
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		SP:Iteration 28Q (18684.780000 sec): 3 clusters
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		SP:Iteration 29Q (18685.150000 sec): 3 clusters
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		SP:Iteration 30Q (18685.570000 sec): 3 clusters
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		SP:Iteration 31Q (18685.940000 sec): 3 clusters
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		SP:Iteration 32Q (18686.300000 sec): 3 clusters
  Score: Raw -4627754.754156 + Penalty 3450.206697 = -4624304.547459
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		SP:Iteration 33Q (18686.640000 sec): 3 clusters
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		SP:Iteration 34Q (18687.050000 sec): 3 clusters
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		SP:Iteration 35Q (18687.400000 sec): 3 clusters
  Score: Raw -4627933.755656 + Penalty 3450.206697 = -4624483.548958
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		SP:Iteration 36Q (18687.820000 sec): 3 clusters
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		SP:Iteration 37Q (18688.210000 sec): 3 clusters
  Score: Raw -4628057.729842 + Penalty 3450.206697 = -4624607.523145
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		SP:Iteration 38Q (18688.600000 sec): 3 clusters
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		SP:Iteration 39Q (18688.960000 sec): 3 clusters
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		SP:Iteration 40F (18689.360000 sec): 3 clusters
  Score: Raw -4628250.219232 + Penalty 3450.206697 = -4624800.012535
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		SP:Iteration 41Q (18689.660000 sec): 3 clusters
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		SP:Iteration 42Q (18690.070000 sec): 3 clusters
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		SP:Iteration 43Q (18690.410000 sec): 3 clusters
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		SP:Iteration 44Q (18690.790000 sec): 3 clusters
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		SP:Iteration 45Q (18691.150000 sec): 3 clusters
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		SP:Iteration 46Q (18691.550000 sec): 3 clusters
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		SP:Iteration 48Q (18692.210000 sec): 3 clusters
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		SP:Iteration 49Q (18692.580000 sec): 3 clusters
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		SP:Iteration 50Q (18692.950000 sec): 3 clusters
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		SP:Iteration 51Q (18693.300000 sec): 3 clusters
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		SP:Iteration 52Q (18693.650000 sec): 3 clusters
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		SP:Iteration 53Q (18694.020000 sec): 3 clusters
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		SP:Iteration 54Q (18694.390000 sec): 3 clusters
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		SP:Iteration 60F (18696.470000 sec): 3 clusters
  Score: Raw -4629043.545554 + Penalty 3450.206697 = -4625593.338856
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		SP:Iteration 61Q (18696.880000 sec): 3 clusters
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		SP:Iteration 65Q (18698.270000 sec): 3 clusters
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  nChanged 59
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  nChanged 53
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  nChanged 51
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  Score: Raw -4631188.210984 + Penalty 3450.206697 = -4627738.004287
  nChanged 55
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  nChanged 59
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  Score: Raw -4631220.945130 + Penalty 3450.206697 = -4627770.738433
  nChanged 53
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  Score: Raw -4631235.339282 + Penalty 3450.206697 = -4627785.132585
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  Score: Raw -4631256.086015 + Penalty 3450.206697 = -4627805.879317
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  Score: Raw -4631265.377911 + Penalty 3450.206697 = -4627815.171214
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  Score: Raw -4631271.159003 + Penalty 3450.206697 = -4627820.952306
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  Score: Raw -4631281.144450 + Penalty 3450.206697 = -4627830.937752
  nChanged 20
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  nChanged 14
		SP:Iteration 160F (18734.350000 sec): 3 clusters
  Score: Raw -4631286.952971 + Penalty 3450.206697 = -4627836.746274
  nChanged 12
		SP:Iteration 161Q (18734.700000 sec): 3 clusters
  Score: Raw -4631288.372703 + Penalty 3450.206697 = -4627838.166006
  nChanged 8
		SP:Iteration 162Q (18735.040000 sec): 3 clusters
  Score: Raw -4631289.329551 + Penalty 3450.206697 = -4627839.122854
  nChanged 6
		SP:Iteration 163Q (18735.400000 sec): 3 clusters
  Score: Raw -4631290.130794 + Penalty 3450.206697 = -4627839.924097
  nChanged 5
		SP:Iteration 164Q (18735.720000 sec): 3 clusters
  Score: Raw -4631290.611477 + Penalty 3450.206697 = -4627840.404780
  nChanged 4
		SP:Iteration 165Q (18736.050000 sec): 3 clusters
  Score: Raw -4631291.428199 + Penalty 3450.206697 = -4627841.221502
  nChanged 6
		SP:Iteration 166Q (18736.400000 sec): 3 clusters
  Score: Raw -4631292.352646 + Penalty 3450.206697 = -4627842.145949
  nChanged 8
		SP:Iteration 167Q (18736.700000 sec): 3 clusters
  Score: Raw -4631293.643685 + Penalty 3450.206697 = -4627843.436987
  nChanged 6
		SP:Iteration 168Q (18737.010000 sec): 3 clusters
  Score: Raw -4631294.325822 + Penalty 3450.206697 = -4627844.119125
  nChanged 1
		SP:Iteration 169Q (18737.350000 sec): 3 clusters
  Score: Raw -4631294.431565 + Penalty 3450.206697 = -4627844.224868
  nChanged 1
		SP:Iteration 170Q (18737.700000 sec): 3 clusters
  Score: Raw -4631294.522996 + Penalty 3450.206697 = -4627844.316299
  nChanged 1
		SP:Iteration 171Q (18738.060000 sec): 3 clusters
  Score: Raw -4631294.635166 + Penalty 3450.206697 = -4627844.428469
  nChanged 1
		SP:Iteration 172Q (18738.420000 sec): 3 clusters
  Score: Raw -4631294.775583 + Penalty 3450.206697 = -4627844.568885
  nChanged 0
		SP:Iteration 173F (18738.740000 sec): 3 clusters
  Score: Raw -4631294.775583 + Penalty 3450.206697 = -4627844.568885
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (17349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18738.910000 sec): 2 clusters
  Score: Raw -1984799.795796 + Penalty 1586.209649 = -1983213.586147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18739.190000 sec): 3 clusters
  Score: Raw -1974498.566387 + Penalty 3172.419298 = -1971326.147089
  nChanged 7740
		SP:Iteration 1F (18739.450000 sec): 3 clusters
  Score: Raw -1978684.126922 + Penalty 3172.419298 = -1975511.707624
  nChanged 964
		SP:Iteration 2F (18739.700000 sec): 3 clusters
  Score: Raw -1979078.656341 + Penalty 3172.419298 = -1975906.237043
  nChanged 914
		SP:Iteration 3F (18739.970000 sec): 3 clusters
  Score: Raw -1979521.902911 + Penalty 3172.419298 = -1976349.483613
  nChanged 982
		SP:Iteration 4F (18740.280000 sec): 3 clusters
  Score: Raw -1980063.463749 + Penalty 3172.419298 = -1976891.044451
  nChanged 1000
		SP:Iteration 5F (18740.520000 sec): 3 clusters
  Score: Raw -1980713.097543 + Penalty 3172.419298 = -1977540.678246
  nChanged 1109
		SP:Iteration 6F (18740.790000 sec): 3 clusters
  Score: Raw -1981541.155519 + Penalty 3172.419298 = -1978368.736221
  nChanged 1086
		SP:Iteration 7F (18741.110000 sec): 3 clusters
  Score: Raw -1982415.149139 + Penalty 3172.419298 = -1979242.729841
  nChanged 957
		SP:Iteration 8F (18741.350000 sec): 3 clusters
  Score: Raw -1983255.437597 + Penalty 3172.419298 = -1980083.018299
  nChanged 744
		SP:Iteration 9Q (18741.650000 sec): 3 clusters
  Score: Raw -1983898.395525 + Penalty 3172.419298 = -1980725.976227
  nChanged 503
		SP:Iteration 10Q (18741.970000 sec): 3 clusters
  Score: Raw -1984324.226541 + Penalty 3172.419298 = -1981151.807243
  nChanged 343
		SP:Iteration 11Q (18742.210000 sec): 3 clusters
  Score: Raw -1984571.257760 + Penalty 3172.419298 = -1981398.838462
  nChanged 204
		SP:Iteration 12Q (18742.510000 sec): 3 clusters
  Score: Raw -1984716.715847 + Penalty 3172.419298 = -1981544.296549
  nChanged 140
		SP:Iteration 13Q (18742.810000 sec): 3 clusters
  Score: Raw -1984815.084156 + Penalty 3172.419298 = -1981642.664859
  nChanged 92
		SP:Iteration 14Q (18743.080000 sec): 3 clusters
  Score: Raw -1984885.628633 + Penalty 3172.419298 = -1981713.209335
  nChanged 57
		SP:Iteration 15Q (18743.370000 sec): 3 clusters
  Score: Raw -1984937.770691 + Penalty 3172.419298 = -1981765.351393
  nChanged 49
		SP:Iteration 16Q (18743.650000 sec): 3 clusters
  Score: Raw -1984977.932310 + Penalty 3172.419298 = -1981805.513012
  nChanged 27
		SP:Iteration 17Q (18743.910000 sec): 3 clusters
  Score: Raw -1984998.132429 + Penalty 3172.419298 = -1981825.713131
  nChanged 15
		SP:Iteration 18Q (18744.170000 sec): 3 clusters
  Score: Raw -1985011.266127 + Penalty 3172.419298 = -1981838.846830
  nChanged 19
		SP:Iteration 19Q (18744.530000 sec): 3 clusters
  Score: Raw -1985023.530642 + Penalty 3172.419298 = -1981851.111344
  nChanged 17
		SP:Iteration 20F (18744.850000 sec): 3 clusters
  Score: Raw -1985036.754218 + Penalty 3172.419298 = -1981864.334920
  nChanged 19
		SP:Iteration 21Q (18745.110000 sec): 3 clusters
  Score: Raw -1985049.242869 + Penalty 3172.419298 = -1981876.823571
  nChanged 13
		SP:Iteration 22Q (18745.400000 sec): 3 clusters
  Score: Raw -1985059.269153 + Penalty 3172.419298 = -1981886.849855
  nChanged 13
		SP:Iteration 23Q (18745.740000 sec): 3 clusters
  Score: Raw -1985067.223740 + Penalty 3172.419298 = -1981894.804442
  nChanged 12
		SP:Iteration 24Q (18746.010000 sec): 3 clusters
  Score: Raw -1985075.243566 + Penalty 3172.419298 = -1981902.824268
  nChanged 6
		SP:Iteration 25Q (18746.260000 sec): 3 clusters
  Score: Raw -1985078.118667 + Penalty 3172.419298 = -1981905.699369
  nChanged 2
		SP:Iteration 26Q (18746.510000 sec): 3 clusters
  Score: Raw -1985079.088613 + Penalty 3172.419298 = -1981906.669315
  nChanged 1
		SP:Iteration 27Q (18746.770000 sec): 3 clusters
  Score: Raw -1985079.777768 + Penalty 3172.419298 = -1981907.358470
  nChanged 2
		SP:Iteration 28Q (18747.100000 sec): 3 clusters
  Score: Raw -1985081.556042 + Penalty 3172.419298 = -1981909.136744
  nChanged 4
		SP:Iteration 29Q (18747.370000 sec): 3 clusters
  Score: Raw -1985084.242875 + Penalty 3172.419298 = -1981911.823577
  nChanged 3
		SP:Iteration 30Q (18747.650000 sec): 3 clusters
  Score: Raw -1985086.075433 + Penalty 3172.419298 = -1981913.656135
  nChanged 0
		SP:Iteration 31F (18747.990000 sec): 3 clusters
  Score: Raw -1985086.075433 + Penalty 3172.419298 = -1981913.656135
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (72996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18748.460000 sec): 2 clusters
  Score: Raw -8519729.417685 + Penalty 1819.700988 = -8517909.716697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18749.050000 sec): 3 clusters
  Score: Raw -8472715.113740 + Penalty 3639.401975 = -8469075.711765
  nChanged 34573
		SP:Iteration 1F (18749.600000 sec): 3 clusters
  Score: Raw -8492588.409647 + Penalty 3639.401975 = -8488949.007672
  nChanged 2765
		SP:Iteration 2Q (18750.190000 sec): 3 clusters
  Score: Raw -8493455.481040 + Penalty 3639.401975 = -8489816.079064
  nChanged 3134
		SP:Iteration 3Q (18750.780000 sec): 3 clusters
  Score: Raw -8494699.980579 + Penalty 3639.401975 = -8491060.578604
  nChanged 3766
		SP:Iteration 4F (18751.350000 sec): 3 clusters
  Score: Raw -8496734.071565 + Penalty 3639.401975 = -8493094.669590
  nChanged 4588
		SP:Iteration 5F (18751.900000 sec): 3 clusters
  Score: Raw -8499819.237848 + Penalty 3639.401975 = -8496179.835872
  nChanged 5398
		SP:Iteration 6F (18752.440000 sec): 3 clusters
  Score: Raw -8504248.704215 + Penalty 3639.401975 = -8500609.302240
  nChanged 5407
		SP:Iteration 7F (18752.940000 sec): 3 clusters
  Score: Raw -8509362.665172 + Penalty 3639.401975 = -8505723.263197
  nChanged 4511
		SP:Iteration 8F (18753.490000 sec): 3 clusters
  Score: Raw -8513725.176134 + Penalty 3639.401975 = -8510085.774159
  nChanged 3069
		SP:Iteration 9Q (18754.080000 sec): 3 clusters
  Score: Raw -8516089.594106 + Penalty 3639.401975 = -8512450.192131
  nChanged 1906
		SP:Iteration 10Q (18754.660000 sec): 3 clusters
  Score: Raw -8517251.064311 + Penalty 3639.401975 = -8513611.662336
  nChanged 1303
		SP:Iteration 11Q (18755.160000 sec): 3 clusters
  Score: Raw -8517981.582999 + Penalty 3639.401975 = -8514342.181024
  nChanged 1011
		SP:Iteration 12Q (18755.690000 sec): 3 clusters
  Score: Raw -8518460.933325 + Penalty 3639.401975 = -8514821.531349
  nChanged 783
		SP:Iteration 13Q (18756.230000 sec): 3 clusters
  Score: Raw -8518766.540841 + Penalty 3639.401975 = -8515127.138865
  nChanged 664
		SP:Iteration 14Q (18756.820000 sec): 3 clusters
  Score: Raw -8518977.806801 + Penalty 3639.401975 = -8515338.404826
  nChanged 549
		SP:Iteration 15Q (18757.290000 sec): 3 clusters
  Score: Raw -8519127.346599 + Penalty 3639.401975 = -8515487.944624
  nChanged 483
		SP:Iteration 16Q (18757.880000 sec): 3 clusters
  Score: Raw -8519247.862612 + Penalty 3639.401975 = -8515608.460637
  nChanged 405
		SP:Iteration 17Q (18758.400000 sec): 3 clusters
  Score: Raw -8519334.047040 + Penalty 3639.401975 = -8515694.645065
  nChanged 335
		SP:Iteration 18Q (18758.890000 sec): 3 clusters
  Score: Raw -8519399.619788 + Penalty 3639.401975 = -8515760.217813
  nChanged 309
		SP:Iteration 19Q (18759.460000 sec): 3 clusters
  Score: Raw -8519451.381524 + Penalty 3639.401975 = -8515811.979549
  nChanged 254
		SP:Iteration 20F (18760.070000 sec): 3 clusters
  Score: Raw -8519490.561737 + Penalty 3639.401975 = -8515851.159761
  nChanged 235
		SP:Iteration 21Q (18760.640000 sec): 3 clusters
  Score: Raw -8519522.792719 + Penalty 3639.401975 = -8515883.390743
  nChanged 206
		SP:Iteration 22Q (18761.200000 sec): 3 clusters
  Score: Raw -8519550.956997 + Penalty 3639.401975 = -8515911.555022
  nChanged 213
		SP:Iteration 23Q (18761.730000 sec): 3 clusters
  Score: Raw -8519579.471198 + Penalty 3639.401975 = -8515940.069223
  nChanged 204
		SP:Iteration 24Q (18762.290000 sec): 3 clusters
  Score: Raw -8519607.655668 + Penalty 3639.401975 = -8515968.253693
  nChanged 193
		SP:Iteration 25Q (18762.770000 sec): 3 clusters
  Score: Raw -8519631.690745 + Penalty 3639.401975 = -8515992.288769
  nChanged 194
		SP:Iteration 26Q (18763.250000 sec): 3 clusters
  Score: Raw -8519653.523064 + Penalty 3639.401975 = -8516014.121089
  nChanged 170
		SP:Iteration 27Q (18763.700000 sec): 3 clusters
  Score: Raw -8519674.288233 + Penalty 3639.401975 = -8516034.886258
  nChanged 165
		SP:Iteration 28Q (18764.200000 sec): 3 clusters
  Score: Raw -8519695.674955 + Penalty 3639.401975 = -8516056.272980
  nChanged 179
		SP:Iteration 29Q (18764.680000 sec): 3 clusters
  Score: Raw -8519717.822944 + Penalty 3639.401975 = -8516078.420968
  nChanged 159
		SP:Iteration 30Q (18765.210000 sec): 3 clusters
  Score: Raw -8519736.069841 + Penalty 3639.401975 = -8516096.667866
  nChanged 148
		SP:Iteration 31Q (18765.710000 sec): 3 clusters
  Score: Raw -8519753.536392 + Penalty 3639.401975 = -8516114.134417
  nChanged 154
		SP:Iteration 32Q (18766.240000 sec): 3 clusters
  Score: Raw -8519772.133071 + Penalty 3639.401975 = -8516132.731096
  nChanged 162
		SP:Iteration 33Q (18766.780000 sec): 3 clusters
  Score: Raw -8519789.776680 + Penalty 3639.401975 = -8516150.374705
  nChanged 140
		SP:Iteration 34Q (18767.300000 sec): 3 clusters
  Score: Raw -8519804.061117 + Penalty 3639.401975 = -8516164.659142
  nChanged 117
		SP:Iteration 35Q (18767.850000 sec): 3 clusters
  Score: Raw -8519815.157472 + Penalty 3639.401975 = -8516175.755497
  nChanged 100
		SP:Iteration 36Q (18768.360000 sec): 3 clusters
  Score: Raw -8519824.044591 + Penalty 3639.401975 = -8516184.642616
  nChanged 86
		SP:Iteration 37Q (18768.890000 sec): 3 clusters
  Score: Raw -8519831.050602 + Penalty 3639.401975 = -8516191.648627
  nChanged 86
		SP:Iteration 38Q (18769.380000 sec): 3 clusters
  Score: Raw -8519837.926573 + Penalty 3639.401975 = -8516198.524597
  nChanged 64
		SP:Iteration 39Q (18769.870000 sec): 3 clusters
  Score: Raw -8519842.860710 + Penalty 3639.401975 = -8516203.458734
  nChanged 67
		SP:Iteration 40F (18770.450000 sec): 3 clusters
  Score: Raw -8519848.357984 + Penalty 3639.401975 = -8516208.956009
  nChanged 72
		SP:Iteration 41Q (18771.010000 sec): 3 clusters
  Score: Raw -8519855.988323 + Penalty 3639.401975 = -8516216.586348
  nChanged 82
		SP:Iteration 42Q (18771.550000 sec): 3 clusters
  Score: Raw -8519865.223212 + Penalty 3639.401975 = -8516225.821237
  nChanged 89
		SP:Iteration 43Q (18772.080000 sec): 3 clusters
  Score: Raw -8519874.168230 + Penalty 3639.401975 = -8516234.766254
  nChanged 86
		SP:Iteration 44Q (18772.580000 sec): 3 clusters
  Score: Raw -8519883.324361 + Penalty 3639.401975 = -8516243.922385
  nChanged 96
		SP:Iteration 45Q (18773.160000 sec): 3 clusters
  Score: Raw -8519893.874493 + Penalty 3639.401975 = -8516254.472518
  nChanged 79
		SP:Iteration 46Q (18773.740000 sec): 3 clusters
  Score: Raw -8519902.016325 + Penalty 3639.401975 = -8516262.614350
  nChanged 98
		SP:Iteration 47Q (18774.280000 sec): 3 clusters
  Score: Raw -8519911.664677 + Penalty 3639.401975 = -8516272.262702
  nChanged 96
		SP:Iteration 48Q (18774.790000 sec): 3 clusters
  Score: Raw -8519921.147519 + Penalty 3639.401975 = -8516281.745544
  nChanged 91
		SP:Iteration 49Q (18775.310000 sec): 3 clusters
  Score: Raw -8519931.217098 + Penalty 3639.401975 = -8516291.815122
  nChanged 110
		SP:Iteration 50Q (18775.850000 sec): 3 clusters
  Score: Raw -8519944.477044 + Penalty 3639.401975 = -8516305.075069
  nChanged 113
		SP:Iteration 51Q (18776.450000 sec): 3 clusters
  Score: Raw -8519956.633167 + Penalty 3639.401975 = -8516317.231191
  nChanged 101
		SP:Iteration 52Q (18776.990000 sec): 3 clusters
  Score: Raw -8519967.595457 + Penalty 3639.401975 = -8516328.193481
  nChanged 101
		SP:Iteration 53Q (18777.540000 sec): 3 clusters
  Score: Raw -8519980.011485 + Penalty 3639.401975 = -8516340.609510
  nChanged 107
		SP:Iteration 54Q (18778.040000 sec): 3 clusters
  Score: Raw -8519993.572890 + Penalty 3639.401975 = -8516354.170915
  nChanged 105
		SP:Iteration 55Q (18778.590000 sec): 3 clusters
  Score: Raw -8520008.240268 + Penalty 3639.401975 = -8516368.838293
  nChanged 118
		SP:Iteration 56Q (18779.130000 sec): 3 clusters
  Score: Raw -8520025.793523 + Penalty 3639.401975 = -8516386.391548
  nChanged 130
		SP:Iteration 57Q (18779.700000 sec): 3 clusters
  Score: Raw -8520047.004507 + Penalty 3639.401975 = -8516407.602531
  nChanged 112
		SP:Iteration 58Q (18780.260000 sec): 3 clusters
  Score: Raw -8520065.929017 + Penalty 3639.401975 = -8516426.527042
  nChanged 113
		SP:Iteration 59Q (18780.820000 sec): 3 clusters
  Score: Raw -8520084.360457 + Penalty 3639.401975 = -8516444.958481
  nChanged 115
		SP:Iteration 60F (18781.250000 sec): 3 clusters
  Score: Raw -8520106.168763 + Penalty 3639.401975 = -8516466.766788
  nChanged 135
		SP:Iteration 61Q (18781.710000 sec): 3 clusters
  Score: Raw -8520132.498971 + Penalty 3639.401975 = -8516493.096995
  nChanged 121
		SP:Iteration 62Q (18782.180000 sec): 3 clusters
  Score: Raw -8520157.029968 + Penalty 3639.401975 = -8516517.627992
  nChanged 125
		SP:Iteration 63Q (18782.620000 sec): 3 clusters
  Score: Raw -8520181.603639 + Penalty 3639.401975 = -8516542.201664
  nChanged 139
		SP:Iteration 64Q (18783.090000 sec): 3 clusters
  Score: Raw -8520212.548965 + Penalty 3639.401975 = -8516573.146989
  nChanged 151
		SP:Iteration 65Q (18783.660000 sec): 3 clusters
  Score: Raw -8520251.049292 + Penalty 3639.401975 = -8516611.647316
  nChanged 160
		SP:Iteration 66Q (18784.130000 sec): 3 clusters
  Score: Raw -8520290.863015 + Penalty 3639.401975 = -8516651.461040
  nChanged 144
		SP:Iteration 67Q (18784.600000 sec): 3 clusters
  Score: Raw -8520336.346670 + Penalty 3639.401975 = -8516696.944695
  nChanged 169
		SP:Iteration 68Q (18785.090000 sec): 3 clusters
  Score: Raw -8520395.839740 + Penalty 3639.401975 = -8516756.437765
  nChanged 178
		SP:Iteration 69Q (18785.550000 sec): 3 clusters
  Score: Raw -8520463.789283 + Penalty 3639.401975 = -8516824.387308
  nChanged 174
		SP:Iteration 70Q (18786.060000 sec): 3 clusters
  Score: Raw -8520524.351406 + Penalty 3639.401975 = -8516884.949431
  nChanged 159
		SP:Iteration 71Q (18786.520000 sec): 3 clusters
  Score: Raw -8520573.016311 + Penalty 3639.401975 = -8516933.614335
  nChanged 153
		SP:Iteration 72Q (18786.980000 sec): 3 clusters
  Score: Raw -8520621.644510 + Penalty 3639.401975 = -8516982.242534
  nChanged 144
		SP:Iteration 73Q (18787.490000 sec): 3 clusters
  Score: Raw -8520662.947421 + Penalty 3639.401975 = -8517023.545446
  nChanged 106
		SP:Iteration 74Q (18788.010000 sec): 3 clusters
  Score: Raw -8520692.015757 + Penalty 3639.401975 = -8517052.613782
  nChanged 91
		SP:Iteration 75Q (18788.490000 sec): 3 clusters
  Score: Raw -8520717.145207 + Penalty 3639.401975 = -8517077.743232
  nChanged 92
		SP:Iteration 76Q (18789.010000 sec): 3 clusters
  Score: Raw -8520737.764177 + Penalty 3639.401975 = -8517098.362202
  nChanged 87
		SP:Iteration 77Q (18789.540000 sec): 3 clusters
  Score: Raw -8520755.637620 + Penalty 3639.401975 = -8517116.235645
  nChanged 75
		SP:Iteration 78Q (18790.070000 sec): 3 clusters
  Score: Raw -8520771.869699 + Penalty 3639.401975 = -8517132.467723
  nChanged 73
		SP:Iteration 79Q (18790.590000 sec): 3 clusters
  Score: Raw -8520783.852683 + Penalty 3639.401975 = -8517144.450708
  nChanged 63
		SP:Iteration 80F (18791.190000 sec): 3 clusters
  Score: Raw -8520791.762945 + Penalty 3639.401975 = -8517152.360970
  nChanged 35
		SP:Iteration 81Q (18791.770000 sec): 3 clusters
  Score: Raw -8520796.477190 + Penalty 3639.401975 = -8517157.075214
  nChanged 34
		SP:Iteration 82Q (18792.340000 sec): 3 clusters
  Score: Raw -8520800.685258 + Penalty 3639.401975 = -8517161.283283
  nChanged 31
		SP:Iteration 83Q (18792.890000 sec): 3 clusters
  Score: Raw -8520804.438500 + Penalty 3639.401975 = -8517165.036525
  nChanged 34
		SP:Iteration 84Q (18793.440000 sec): 3 clusters
  Score: Raw -8520808.237223 + Penalty 3639.401975 = -8517168.835248
  nChanged 33
		SP:Iteration 85Q (18794.030000 sec): 3 clusters
  Score: Raw -8520811.797018 + Penalty 3639.401975 = -8517172.395043
  nChanged 26
		SP:Iteration 86Q (18794.570000 sec): 3 clusters
  Score: Raw -8520814.746482 + Penalty 3639.401975 = -8517175.344507
  nChanged 23
		SP:Iteration 87Q (18795.100000 sec): 3 clusters
  Score: Raw -8520817.313264 + Penalty 3639.401975 = -8517177.911288
  nChanged 19
		SP:Iteration 88Q (18795.640000 sec): 3 clusters
  Score: Raw -8520819.536093 + Penalty 3639.401975 = -8517180.134117
  nChanged 20
		SP:Iteration 89Q (18796.110000 sec): 3 clusters
  Score: Raw -8520822.062428 + Penalty 3639.401975 = -8517182.660453
  nChanged 22
		SP:Iteration 90Q (18796.540000 sec): 3 clusters
  Score: Raw -8520824.282869 + Penalty 3639.401975 = -8517184.880894
  nChanged 13
		SP:Iteration 91Q (18796.980000 sec): 3 clusters
  Score: Raw -8520825.939006 + Penalty 3639.401975 = -8517186.537031
  nChanged 13
		SP:Iteration 92Q (18797.480000 sec): 3 clusters
  Score: Raw -8520827.554636 + Penalty 3639.401975 = -8517188.152660
  nChanged 11
		SP:Iteration 93Q (18798.000000 sec): 3 clusters
  Score: Raw -8520829.020560 + Penalty 3639.401975 = -8517189.618585
  nChanged 17
		SP:Iteration 94Q (18798.470000 sec): 3 clusters
  Score: Raw -8520831.323591 + Penalty 3639.401975 = -8517191.921615
  nChanged 18
		SP:Iteration 95Q (18799.010000 sec): 3 clusters
  Score: Raw -8520833.484899 + Penalty 3639.401975 = -8517194.082923
  nChanged 18
		SP:Iteration 96Q (18799.490000 sec): 3 clusters
  Score: Raw -8520835.669127 + Penalty 3639.401975 = -8517196.267152
  nChanged 14
		SP:Iteration 97Q (18799.970000 sec): 3 clusters
  Score: Raw -8520836.907190 + Penalty 3639.401975 = -8517197.505214
  nChanged 9
		SP:Iteration 98Q (18800.420000 sec): 3 clusters
  Score: Raw -8520837.636283 + Penalty 3639.401975 = -8517198.234307
  nChanged 6
		SP:Iteration 99Q (18800.890000 sec): 3 clusters
  Score: Raw -8520838.301972 + Penalty 3639.401975 = -8517198.899997
  nChanged 6
		SP:Iteration 100F (18801.360000 sec): 3 clusters
  Score: Raw -8520839.042780 + Penalty 3639.401975 = -8517199.640805
  nChanged 6
		SP:Iteration 101Q (18801.810000 sec): 3 clusters
  Score: Raw -8520839.657433 + Penalty 3639.401975 = -8517200.255457
  nChanged 3
		SP:Iteration 102Q (18802.210000 sec): 3 clusters
  Score: Raw -8520840.017686 + Penalty 3639.401975 = -8517200.615711
  nChanged 4
		SP:Iteration 103Q (18802.630000 sec): 3 clusters
  Score: Raw -8520840.428589 + Penalty 3639.401975 = -8517201.026614
  nChanged 2
		SP:Iteration 104Q (18803.090000 sec): 3 clusters
  Score: Raw -8520840.604427 + Penalty 3639.401975 = -8517201.202452
  nChanged 5
		SP:Iteration 105Q (18803.560000 sec): 3 clusters
  Score: Raw -8520841.262303 + Penalty 3639.401975 = -8517201.860328
  nChanged 5
		SP:Iteration 106Q (18803.980000 sec): 3 clusters
  Score: Raw -8520841.707375 + Penalty 3639.401975 = -8517202.305399
  nChanged 8
		SP:Iteration 107Q (18804.490000 sec): 3 clusters
  Score: Raw -8520842.261164 + Penalty 3639.401975 = -8517202.859189
  nChanged 6
		SP:Iteration 108Q (18805.000000 sec): 3 clusters
  Score: Raw -8520842.649628 + Penalty 3639.401975 = -8517203.247652
  nChanged 6
		SP:Iteration 109Q (18805.440000 sec): 3 clusters
  Score: Raw -8520843.272009 + Penalty 3639.401975 = -8517203.870034
  nChanged 6
		SP:Iteration 110Q (18805.940000 sec): 3 clusters
  Score: Raw -8520843.911959 + Penalty 3639.401975 = -8517204.509984
  nChanged 7
		SP:Iteration 111Q (18806.410000 sec): 3 clusters
  Score: Raw -8520844.470794 + Penalty 3639.401975 = -8517205.068819
  nChanged 7
		SP:Iteration 112Q (18806.870000 sec): 3 clusters
  Score: Raw -8520844.975094 + Penalty 3639.401975 = -8517205.573119
  nChanged 7
		SP:Iteration 113Q (18807.390000 sec): 3 clusters
  Score: Raw -8520845.534240 + Penalty 3639.401975 = -8517206.132264
  nChanged 6
		SP:Iteration 114Q (18807.840000 sec): 3 clusters
  Score: Raw -8520846.062119 + Penalty 3639.401975 = -8517206.660144
  nChanged 9
		SP:Iteration 115Q (18808.310000 sec): 3 clusters
  Score: Raw -8520846.636825 + Penalty 3639.401975 = -8517207.234849
  nChanged 4
		SP:Iteration 116Q (18808.740000 sec): 3 clusters
  Score: Raw -8520846.953272 + Penalty 3639.401975 = -8517207.551296
  nChanged 3
		SP:Iteration 117Q (18809.280000 sec): 3 clusters
  Score: Raw -8520847.128986 + Penalty 3639.401975 = -8517207.727011
  nChanged 3
		SP:Iteration 118Q (18809.790000 sec): 3 clusters
  Score: Raw -8520847.423220 + Penalty 3639.401975 = -8517208.021245
  nChanged 2
		SP:Iteration 119Q (18810.310000 sec): 3 clusters
  Score: Raw -8520847.743066 + Penalty 3639.401975 = -8517208.341090
  nChanged 3
		SP:Iteration 120F (18810.830000 sec): 3 clusters
  Score: Raw -8520847.932596 + Penalty 3639.401975 = -8517208.530621
  nChanged 1
		SP:Iteration 121Q (18811.480000 sec): 3 clusters
  Score: Raw -8520848.032487 + Penalty 3639.401975 = -8517208.630512
  nChanged 0
		SP:Iteration 122F (18811.990000 sec): 3 clusters
  Score: Raw -8520848.032487 + Penalty 3639.401975 = -8517208.630512
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (16330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18812.160000 sec): 2 clusters
  Score: Raw -1961708.456860 + Penalty 1576.373368 = -1960132.083492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18812.450000 sec): 3 clusters
  Score: Raw -1951973.580947 + Penalty 3152.746735 = -1948820.834212
  nChanged 7399
		SP:Iteration 1F (18812.740000 sec): 3 clusters
  Score: Raw -1956242.676576 + Penalty 3152.746735 = -1953089.929841
  nChanged 1085
		SP:Iteration 2F (18813.080000 sec): 3 clusters
  Score: Raw -1956802.686332 + Penalty 3152.746735 = -1953649.939596
  nChanged 1049
		SP:Iteration 3F (18813.390000 sec): 3 clusters
  Score: Raw -1957359.863324 + Penalty 3152.746735 = -1954207.116588
  nChanged 1052
		SP:Iteration 4F (18813.700000 sec): 3 clusters
  Score: Raw -1957975.426374 + Penalty 3152.746735 = -1954822.679638
  nChanged 1021
		SP:Iteration 5F (18813.970000 sec): 3 clusters
  Score: Raw -1958599.676702 + Penalty 3152.746735 = -1955446.929967
  nChanged 932
		SP:Iteration 6F (18814.250000 sec): 3 clusters
  Score: Raw -1959161.998231 + Penalty 3152.746735 = -1956009.251495
  nChanged 833
		SP:Iteration 7F (18814.540000 sec): 3 clusters
  Score: Raw -1959680.957366 + Penalty 3152.746735 = -1956528.210631
  nChanged 730
		SP:Iteration 8Q (18814.820000 sec): 3 clusters
  Score: Raw -1960158.555317 + Penalty 3152.746735 = -1957005.808581
  nChanged 653
		SP:Iteration 9Q (18815.120000 sec): 3 clusters
  Score: Raw -1960592.806729 + Penalty 3152.746735 = -1957440.059994
  nChanged 568
		SP:Iteration 10Q (18815.400000 sec): 3 clusters
  Score: Raw -1960989.029215 + Penalty 3152.746735 = -1957836.282480
  nChanged 463
		SP:Iteration 11Q (18815.700000 sec): 3 clusters
  Score: Raw -1961286.980074 + Penalty 3152.746735 = -1958134.233338
  nChanged 378
		SP:Iteration 12Q (18815.930000 sec): 3 clusters
  Score: Raw -1961518.711789 + Penalty 3152.746735 = -1958365.965054
  nChanged 275
		SP:Iteration 13Q (18816.200000 sec): 3 clusters
  Score: Raw -1961683.107176 + Penalty 3152.746735 = -1958530.360440
  nChanged 185
		SP:Iteration 14Q (18816.520000 sec): 3 clusters
  Score: Raw -1961781.149814 + Penalty 3152.746735 = -1958628.403079
  nChanged 122
		SP:Iteration 15Q (18816.790000 sec): 3 clusters
  Score: Raw -1961838.635277 + Penalty 3152.746735 = -1958685.888542
  nChanged 91
		SP:Iteration 16Q (18817.080000 sec): 3 clusters
  Score: Raw -1961880.664864 + Penalty 3152.746735 = -1958727.918128
  nChanged 77
		SP:Iteration 17Q (18817.300000 sec): 3 clusters
  Score: Raw -1961921.134855 + Penalty 3152.746735 = -1958768.388119
  nChanged 61
		SP:Iteration 18Q (18817.570000 sec): 3 clusters
  Score: Raw -1961953.287951 + Penalty 3152.746735 = -1958800.541215
  nChanged 38
		SP:Iteration 19Q (18817.800000 sec): 3 clusters
  Score: Raw -1961969.944728 + Penalty 3152.746735 = -1958817.197992
  nChanged 23
		SP:Iteration 20F (18818.060000 sec): 3 clusters
  Score: Raw -1961978.464169 + Penalty 3152.746735 = -1958825.717434
  nChanged 18
		SP:Iteration 21Q (18818.320000 sec): 3 clusters
  Score: Raw -1961984.329339 + Penalty 3152.746735 = -1958831.582604
  nChanged 16
		SP:Iteration 22Q (18818.610000 sec): 3 clusters
  Score: Raw -1961990.616589 + Penalty 3152.746735 = -1958837.869854
  nChanged 15
		SP:Iteration 23Q (18818.840000 sec): 3 clusters
  Score: Raw -1961997.311978 + Penalty 3152.746735 = -1958844.565243
  nChanged 12
		SP:Iteration 24Q (18819.160000 sec): 3 clusters
  Score: Raw -1962004.240017 + Penalty 3152.746735 = -1958851.493282
  nChanged 14
		SP:Iteration 25Q (18819.430000 sec): 3 clusters
  Score: Raw -1962010.746558 + Penalty 3152.746735 = -1958857.999822
  nChanged 10
		SP:Iteration 26Q (18819.690000 sec): 3 clusters
  Score: Raw -1962014.450716 + Penalty 3152.746735 = -1958861.703981
  nChanged 8
		SP:Iteration 27Q (18819.900000 sec): 3 clusters
  Score: Raw -1962018.122530 + Penalty 3152.746735 = -1958865.375794
  nChanged 8
		SP:Iteration 28Q (18820.200000 sec): 3 clusters
  Score: Raw -1962021.282093 + Penalty 3152.746735 = -1958868.535357
  nChanged 7
		SP:Iteration 29Q (18820.420000 sec): 3 clusters
  Score: Raw -1962023.855875 + Penalty 3152.746735 = -1958871.109140
  nChanged 3
		SP:Iteration 30Q (18820.710000 sec): 3 clusters
  Score: Raw -1962024.842252 + Penalty 3152.746735 = -1958872.095517
  nChanged 2
		SP:Iteration 31Q (18820.950000 sec): 3 clusters
  Score: Raw -1962025.393095 + Penalty 3152.746735 = -1958872.646359
  nChanged 1
		SP:Iteration 32Q (18821.210000 sec): 3 clusters
  Score: Raw -1962025.874545 + Penalty 3152.746735 = -1958873.127810
  nChanged 3
		SP:Iteration 33Q (18821.520000 sec): 3 clusters
  Score: Raw -1962026.890865 + Penalty 3152.746735 = -1958874.144129
  nChanged 1
		SP:Iteration 34Q (18821.780000 sec): 3 clusters
  Score: Raw -1962027.459973 + Penalty 3152.746735 = -1958874.713238
  nChanged 2
		SP:Iteration 35Q (18822.040000 sec): 3 clusters
  Score: Raw -1962028.233390 + Penalty 3152.746735 = -1958875.486654
  nChanged 3
		SP:Iteration 36Q (18822.350000 sec): 3 clusters
  Score: Raw -1962029.197473 + Penalty 3152.746735 = -1958876.450737
  nChanged 2
		SP:Iteration 37Q (18822.660000 sec): 3 clusters
  Score: Raw -1962030.979656 + Penalty 3152.746735 = -1958878.232920
  nChanged 5
		SP:Iteration 38Q (18822.910000 sec): 3 clusters
  Score: Raw -1962032.973769 + Penalty 3152.746735 = -1958880.227033
  nChanged 5
		SP:Iteration 39Q (18823.140000 sec): 3 clusters
  Score: Raw -1962034.878199 + Penalty 3152.746735 = -1958882.131463
  nChanged 1
		SP:Iteration 40F (18823.410000 sec): 3 clusters
  Score: Raw -1962035.299424 + Penalty 3152.746735 = -1958882.552689
  nChanged 1
		SP:Iteration 41Q (18823.680000 sec): 3 clusters
  Score: Raw -1962035.637009 + Penalty 3152.746735 = -1958882.890274
  nChanged 2
		SP:Iteration 42Q (18823.980000 sec): 3 clusters
  Score: Raw -1962036.958753 + Penalty 3152.746735 = -1958884.212017
  nChanged 2
		SP:Iteration 43Q (18824.290000 sec): 3 clusters
  Score: Raw -1962037.646368 + Penalty 3152.746735 = -1958884.899632
  nChanged 1
		SP:Iteration 44Q (18824.530000 sec): 3 clusters
  Score: Raw -1962038.317619 + Penalty 3152.746735 = -1958885.570884
  nChanged 4
		SP:Iteration 45Q (18824.780000 sec): 3 clusters
  Score: Raw -1962040.356788 + Penalty 3152.746735 = -1958887.610053
  nChanged 6
		SP:Iteration 46Q (18825.040000 sec): 3 clusters
  Score: Raw -1962042.600650 + Penalty 3152.746735 = -1958889.853915
  nChanged 6
		SP:Iteration 47Q (18825.370000 sec): 3 clusters
  Score: Raw -1962044.928917 + Penalty 3152.746735 = -1958892.182182
  nChanged 6
		SP:Iteration 48Q (18825.560000 sec): 3 clusters
  Score: Raw -1962047.190672 + Penalty 3152.746735 = -1958894.443936
  nChanged 8
		SP:Iteration 49Q (18825.870000 sec): 3 clusters
  Score: Raw -1962051.244727 + Penalty 3152.746735 = -1958898.497991
  nChanged 3
		SP:Iteration 50Q (18826.100000 sec): 3 clusters
  Score: Raw -1962052.751558 + Penalty 3152.746735 = -1958900.004823
  nChanged 4
		SP:Iteration 51Q (18826.360000 sec): 3 clusters
  Score: Raw -1962053.875997 + Penalty 3152.746735 = -1958901.129261
  nChanged 3
		SP:Iteration 52Q (18826.660000 sec): 3 clusters
  Score: Raw -1962055.019139 + Penalty 3152.746735 = -1958902.272404
  nChanged 1
		SP:Iteration 53Q (18826.930000 sec): 3 clusters
  Score: Raw -1962055.337504 + Penalty 3152.746735 = -1958902.590769
  nChanged 0
		SP:Iteration 54F (18827.210000 sec): 3 clusters
  Score: Raw -1962055.337504 + Penalty 3152.746735 = -1958902.590769
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (74729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18827.690000 sec): 2 clusters
  Score: Raw -8906229.463178 + Penalty 1823.513821 = -8904405.949357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18828.220000 sec): 3 clusters
  Score: Raw -8858371.333242 + Penalty 3647.027642 = -8854724.305599
  nChanged 35378
		SP:Iteration 1F (18828.750000 sec): 3 clusters
  Score: Raw -8879021.068383 + Penalty 3647.027642 = -8875374.040741
  nChanged 3282
		SP:Iteration 2Q (18829.320000 sec): 3 clusters
  Score: Raw -8880338.222894 + Penalty 3647.027642 = -8876691.195251
  nChanged 3893
		SP:Iteration 3F (18829.790000 sec): 3 clusters
  Score: Raw -8882309.886740 + Penalty 3647.027642 = -8878662.859098
  nChanged 4527
		SP:Iteration 4F (18830.370000 sec): 3 clusters
  Score: Raw -8884953.105074 + Penalty 3647.027642 = -8881306.077432
  nChanged 4835
		SP:Iteration 5F (18830.930000 sec): 3 clusters
  Score: Raw -8888105.922658 + Penalty 3647.027642 = -8884458.895015
  nChanged 4897
		SP:Iteration 6F (18831.430000 sec): 3 clusters
  Score: Raw -8891383.523076 + Penalty 3647.027642 = -8887736.495433
  nChanged 4344
		SP:Iteration 7F (18831.970000 sec): 3 clusters
  Score: Raw -8893942.924869 + Penalty 3647.027642 = -8890295.897227
  nChanged 3350
		SP:Iteration 8Q (18832.540000 sec): 3 clusters
  Score: Raw -8895478.188294 + Penalty 3647.027642 = -8891831.160652
  nChanged 2392
		SP:Iteration 9Q (18833.140000 sec): 3 clusters
  Score: Raw -8896247.190947 + Penalty 3647.027642 = -8892600.163304
  nChanged 1611
		SP:Iteration 10Q (18833.650000 sec): 3 clusters
  Score: Raw -8896599.731872 + Penalty 3647.027642 = -8892952.704229
  nChanged 1050
		SP:Iteration 11Q (18834.200000 sec): 3 clusters
  Score: Raw -8896780.096262 + Penalty 3647.027642 = -8893133.068620
  nChanged 735
		SP:Iteration 12Q (18834.720000 sec): 3 clusters
  Score: Raw -8896880.235261 + Penalty 3647.027642 = -8893233.207619
  nChanged 530
		SP:Iteration 13Q (18835.260000 sec): 3 clusters
  Score: Raw -8896939.459772 + Penalty 3647.027642 = -8893292.432129
  nChanged 464
		SP:Iteration 14Q (18835.860000 sec): 3 clusters
  Score: Raw -8896989.826946 + Penalty 3647.027642 = -8893342.799304
  nChanged 420
		SP:Iteration 15Q (18836.440000 sec): 3 clusters
  Score: Raw -8897030.638607 + Penalty 3647.027642 = -8893383.610964
  nChanged 373
		SP:Iteration 16Q (18837.010000 sec): 3 clusters
  Score: Raw -8897060.185418 + Penalty 3647.027642 = -8893413.157775
  nChanged 319
		SP:Iteration 17Q (18837.520000 sec): 3 clusters
  Score: Raw -8897088.260788 + Penalty 3647.027642 = -8893441.233145
  nChanged 287
		SP:Iteration 18Q (18838.100000 sec): 3 clusters
  Score: Raw -8897110.055412 + Penalty 3647.027642 = -8893463.027770
  nChanged 264
		SP:Iteration 19Q (18838.690000 sec): 3 clusters
  Score: Raw -8897126.236797 + Penalty 3647.027642 = -8893479.209154
  nChanged 231
		SP:Iteration 20F (18839.200000 sec): 3 clusters
  Score: Raw -8897140.528194 + Penalty 3647.027642 = -8893493.500552
  nChanged 199
		SP:Iteration 21Q (18839.730000 sec): 3 clusters
  Score: Raw -8897153.094724 + Penalty 3647.027642 = -8893506.067082
  nChanged 197
		SP:Iteration 22Q (18840.270000 sec): 3 clusters
  Score: Raw -8897165.053873 + Penalty 3647.027642 = -8893518.026231
  nChanged 195
		SP:Iteration 23Q (18840.870000 sec): 3 clusters
  Score: Raw -8897179.991626 + Penalty 3647.027642 = -8893532.963983
  nChanged 193
		SP:Iteration 24Q (18841.460000 sec): 3 clusters
  Score: Raw -8897194.011515 + Penalty 3647.027642 = -8893546.983872
  nChanged 193
		SP:Iteration 25Q (18842.070000 sec): 3 clusters
  Score: Raw -8897207.606881 + Penalty 3647.027642 = -8893560.579238
  nChanged 195
		SP:Iteration 26Q (18842.660000 sec): 3 clusters
  Score: Raw -8897222.403052 + Penalty 3647.027642 = -8893575.375410
  nChanged 187
		SP:Iteration 27Q (18843.230000 sec): 3 clusters
  Score: Raw -8897236.123826 + Penalty 3647.027642 = -8893589.096183
  nChanged 211
		SP:Iteration 28Q (18843.740000 sec): 3 clusters
  Score: Raw -8897250.794229 + Penalty 3647.027642 = -8893603.766586
  nChanged 220
		SP:Iteration 29Q (18844.240000 sec): 3 clusters
  Score: Raw -8897264.012985 + Penalty 3647.027642 = -8893616.985342
  nChanged 208
		SP:Iteration 30Q (18844.760000 sec): 3 clusters
  Score: Raw -8897278.106675 + Penalty 3647.027642 = -8893631.079033
  nChanged 226
		SP:Iteration 31Q (18845.300000 sec): 3 clusters
  Score: Raw -8897294.200312 + Penalty 3647.027642 = -8893647.172669
  nChanged 235
		SP:Iteration 32Q (18845.830000 sec): 3 clusters
  Score: Raw -8897313.746029 + Penalty 3647.027642 = -8893666.718386
  nChanged 248
		SP:Iteration 33Q (18846.430000 sec): 3 clusters
  Score: Raw -8897336.528941 + Penalty 3647.027642 = -8893689.501299
  nChanged 277
		SP:Iteration 34Q (18846.990000 sec): 3 clusters
  Score: Raw -8897363.343676 + Penalty 3647.027642 = -8893716.316034
  nChanged 298
		SP:Iteration 35Q (18847.510000 sec): 3 clusters
  Score: Raw -8897391.633288 + Penalty 3647.027642 = -8893744.605645
  nChanged 335
		SP:Iteration 36Q (18848.010000 sec): 3 clusters
  Score: Raw -8897428.797414 + Penalty 3647.027642 = -8893781.769772
  nChanged 367
		SP:Iteration 37Q (18848.520000 sec): 3 clusters
  Score: Raw -8897472.929114 + Penalty 3647.027642 = -8893825.901472
  nChanged 391
		SP:Iteration 38Q (18849.070000 sec): 3 clusters
  Score: Raw -8897523.076336 + Penalty 3647.027642 = -8893876.048694
  nChanged 423
		SP:Iteration 39Q (18849.600000 sec): 3 clusters
  Score: Raw -8897578.939879 + Penalty 3647.027642 = -8893931.912236
  nChanged 432
		SP:Iteration 40F (18850.170000 sec): 3 clusters
  Score: Raw -8897640.049736 + Penalty 3647.027642 = -8893993.022094
  nChanged 439
		SP:Iteration 41Q (18850.720000 sec): 3 clusters
  Score: Raw -8897710.260423 + Penalty 3647.027642 = -8894063.232780
  nChanged 463
		SP:Iteration 42Q (18851.280000 sec): 3 clusters
  Score: Raw -8897787.804574 + Penalty 3647.027642 = -8894140.776932
  nChanged 516
		SP:Iteration 43Q (18851.850000 sec): 3 clusters
  Score: Raw -8897885.013752 + Penalty 3647.027642 = -8894237.986109
  nChanged 602
		SP:Iteration 44Q (18852.330000 sec): 3 clusters
  Score: Raw -8898008.963014 + Penalty 3647.027642 = -8894361.935372
  nChanged 659
		SP:Iteration 45Q (18852.860000 sec): 3 clusters
  Score: Raw -8898155.610455 + Penalty 3647.027642 = -8894508.582813
  nChanged 699
		SP:Iteration 46Q (18853.370000 sec): 3 clusters
  Score: Raw -8898340.257933 + Penalty 3647.027642 = -8894693.230290
  nChanged 770
		SP:Iteration 47Q (18853.880000 sec): 3 clusters
  Score: Raw -8898569.659732 + Penalty 3647.027642 = -8894922.632090
  nChanged 801
		SP:Iteration 48Q (18854.360000 sec): 3 clusters
  Score: Raw -8898843.010432 + Penalty 3647.027642 = -8895195.982790
  nChanged 836
		SP:Iteration 49Q (18854.890000 sec): 3 clusters
  Score: Raw -8899158.602747 + Penalty 3647.027642 = -8895511.575104
  nChanged 924
		SP:Iteration 50Q (18855.440000 sec): 3 clusters
  Score: Raw -8899587.831877 + Penalty 3647.027642 = -8895940.804234
  nChanged 1033
		SP:Iteration 51Q (18856.010000 sec): 3 clusters
  Score: Raw -8900127.656484 + Penalty 3647.027642 = -8896480.628842
  nChanged 1105
		SP:Iteration 52Q (18856.520000 sec): 3 clusters
  Score: Raw -8900746.145171 + Penalty 3647.027642 = -8897099.117529
  nChanged 1105
		SP:Iteration 53Q (18857.120000 sec): 3 clusters
  Score: Raw -8901377.849804 + Penalty 3647.027642 = -8897730.822161
  nChanged 1049
		SP:Iteration 54Q (18857.680000 sec): 3 clusters
  Score: Raw -8901972.853454 + Penalty 3647.027642 = -8898325.825811
  nChanged 1013
		SP:Iteration 55Q (18858.200000 sec): 3 clusters
  Score: Raw -8902530.705906 + Penalty 3647.027642 = -8898883.678263
  nChanged 978
		SP:Iteration 56Q (18858.780000 sec): 3 clusters
  Score: Raw -8903092.648094 + Penalty 3647.027642 = -8899445.620452
  nChanged 936
		SP:Iteration 57Q (18859.280000 sec): 3 clusters
  Score: Raw -8903624.138390 + Penalty 3647.027642 = -8899977.110748
  nChanged 787
		SP:Iteration 58Q (18859.780000 sec): 3 clusters
  Score: Raw -8904044.046382 + Penalty 3647.027642 = -8900397.018740
  nChanged 666
		SP:Iteration 59Q (18860.350000 sec): 3 clusters
  Score: Raw -8904360.411561 + Penalty 3647.027642 = -8900713.383918
  nChanged 594
		SP:Iteration 60F (18860.900000 sec): 3 clusters
  Score: Raw -8904619.361726 + Penalty 3647.027642 = -8900972.334084
  nChanged 521
		SP:Iteration 61Q (18861.440000 sec): 3 clusters
  Score: Raw -8904823.724831 + Penalty 3647.027642 = -8901176.697188
  nChanged 478
		SP:Iteration 62Q (18861.960000 sec): 3 clusters
  Score: Raw -8905007.780088 + Penalty 3647.027642 = -8901360.752445
  nChanged 439
		SP:Iteration 63Q (18862.480000 sec): 3 clusters
  Score: Raw -8905174.349205 + Penalty 3647.027642 = -8901527.321563
  nChanged 407
		SP:Iteration 64Q (18862.950000 sec): 3 clusters
  Score: Raw -8905314.978803 + Penalty 3647.027642 = -8901667.951160
  nChanged 360
		SP:Iteration 65Q (18863.460000 sec): 3 clusters
  Score: Raw -8905426.773703 + Penalty 3647.027642 = -8901779.746061
  nChanged 322
		SP:Iteration 66Q (18863.950000 sec): 3 clusters
  Score: Raw -8905531.657985 + Penalty 3647.027642 = -8901884.630342
  nChanged 303
		SP:Iteration 67Q (18864.530000 sec): 3 clusters
  Score: Raw -8905626.490697 + Penalty 3647.027642 = -8901979.463055
  nChanged 287
		SP:Iteration 68Q (18864.980000 sec): 3 clusters
  Score: Raw -8905716.081984 + Penalty 3647.027642 = -8902069.054342
  nChanged 266
		SP:Iteration 69Q (18865.480000 sec): 3 clusters
  Score: Raw -8905802.615228 + Penalty 3647.027642 = -8902155.587585
  nChanged 239
		SP:Iteration 70Q (18865.950000 sec): 3 clusters
  Score: Raw -8905893.064181 + Penalty 3647.027642 = -8902246.036538
  nChanged 221
		SP:Iteration 71Q (18866.430000 sec): 3 clusters
  Score: Raw -8905990.711740 + Penalty 3647.027642 = -8902343.684098
  nChanged 216
		SP:Iteration 72Q (18866.930000 sec): 3 clusters
  Score: Raw -8906088.048252 + Penalty 3647.027642 = -8902441.020609
  nChanged 205
		SP:Iteration 73Q (18867.380000 sec): 3 clusters
  Score: Raw -8906185.712511 + Penalty 3647.027642 = -8902538.684868
  nChanged 185
		SP:Iteration 74Q (18867.920000 sec): 3 clusters
  Score: Raw -8906278.848576 + Penalty 3647.027642 = -8902631.820934
  nChanged 169
		SP:Iteration 75Q (18868.390000 sec): 3 clusters
  Score: Raw -8906361.328331 + Penalty 3647.027642 = -8902714.300689
  nChanged 147
		SP:Iteration 76Q (18868.880000 sec): 3 clusters
  Score: Raw -8906436.458307 + Penalty 3647.027642 = -8902789.430665
  nChanged 137
		SP:Iteration 77Q (18869.380000 sec): 3 clusters
  Score: Raw -8906499.592613 + Penalty 3647.027642 = -8902852.564970
  nChanged 124
		SP:Iteration 78Q (18869.860000 sec): 3 clusters
  Score: Raw -8906549.573912 + Penalty 3647.027642 = -8902902.546270
  nChanged 112
		SP:Iteration 79Q (18870.280000 sec): 3 clusters
  Score: Raw -8906597.416039 + Penalty 3647.027642 = -8902950.388397
  nChanged 108
		SP:Iteration 80F (18870.800000 sec): 3 clusters
  Score: Raw -8906639.656102 + Penalty 3647.027642 = -8902992.628460
  nChanged 87
		SP:Iteration 81Q (18871.280000 sec): 3 clusters
  Score: Raw -8906670.103447 + Penalty 3647.027642 = -8903023.075805
  nChanged 76
		SP:Iteration 82Q (18871.770000 sec): 3 clusters
  Score: Raw -8906694.253564 + Penalty 3647.027642 = -8903047.225922
  nChanged 67
		SP:Iteration 83Q (18872.230000 sec): 3 clusters
  Score: Raw -8906714.320630 + Penalty 3647.027642 = -8903067.292987
  nChanged 51
		SP:Iteration 84Q (18872.740000 sec): 3 clusters
  Score: Raw -8906728.185949 + Penalty 3647.027642 = -8903081.158306
  nChanged 44
		SP:Iteration 85Q (18873.240000 sec): 3 clusters
  Score: Raw -8906738.133186 + Penalty 3647.027642 = -8903091.105543
  nChanged 33
		SP:Iteration 86Q (18873.780000 sec): 3 clusters
  Score: Raw -8906744.884249 + Penalty 3647.027642 = -8903097.856607
  nChanged 27
		SP:Iteration 87Q (18874.290000 sec): 3 clusters
  Score: Raw -8906750.049416 + Penalty 3647.027642 = -8903103.021774
  nChanged 24
		SP:Iteration 88Q (18874.820000 sec): 3 clusters
  Score: Raw -8906755.411608 + Penalty 3647.027642 = -8903108.383965
  nChanged 22
		SP:Iteration 89Q (18875.280000 sec): 3 clusters
  Score: Raw -8906759.278905 + Penalty 3647.027642 = -8903112.251263
  nChanged 23
		SP:Iteration 90Q (18875.780000 sec): 3 clusters
  Score: Raw -8906763.697860 + Penalty 3647.027642 = -8903116.670217
  nChanged 19
		SP:Iteration 91Q (18876.240000 sec): 3 clusters
  Score: Raw -8906767.166235 + Penalty 3647.027642 = -8903120.138592
  nChanged 28
		SP:Iteration 92Q (18876.750000 sec): 3 clusters
  Score: Raw -8906773.055967 + Penalty 3647.027642 = -8903126.028324
  nChanged 26
		SP:Iteration 93Q (18877.180000 sec): 3 clusters
  Score: Raw -8906778.900260 + Penalty 3647.027642 = -8903131.872617
  nChanged 32
		SP:Iteration 94Q (18877.680000 sec): 3 clusters
  Score: Raw -8906785.199111 + Penalty 3647.027642 = -8903138.171468
  nChanged 22
		SP:Iteration 95Q (18878.200000 sec): 3 clusters
  Score: Raw -8906788.383090 + Penalty 3647.027642 = -8903141.355448
  nChanged 19
		SP:Iteration 96Q (18878.710000 sec): 3 clusters
  Score: Raw -8906791.613263 + Penalty 3647.027642 = -8903144.585621
  nChanged 16
		SP:Iteration 97Q (18879.250000 sec): 3 clusters
  Score: Raw -8906794.094530 + Penalty 3647.027642 = -8903147.066888
  nChanged 10
		SP:Iteration 98Q (18879.780000 sec): 3 clusters
  Score: Raw -8906795.518652 + Penalty 3647.027642 = -8903148.491009
  nChanged 11
		SP:Iteration 99Q (18880.290000 sec): 3 clusters
  Score: Raw -8906797.318482 + Penalty 3647.027642 = -8903150.290840
  nChanged 11
		SP:Iteration 100F (18880.810000 sec): 3 clusters
  Score: Raw -8906799.254519 + Penalty 3647.027642 = -8903152.226877
  nChanged 12
		SP:Iteration 101Q (18881.340000 sec): 3 clusters
  Score: Raw -8906800.823288 + Penalty 3647.027642 = -8903153.795645
  nChanged 8
		SP:Iteration 102Q (18881.830000 sec): 3 clusters
  Score: Raw -8906802.156291 + Penalty 3647.027642 = -8903155.128648
  nChanged 10
		SP:Iteration 103Q (18882.360000 sec): 3 clusters
  Score: Raw -8906803.782570 + Penalty 3647.027642 = -8903156.754928
  nChanged 7
		SP:Iteration 104Q (18882.940000 sec): 3 clusters
  Score: Raw -8906805.272206 + Penalty 3647.027642 = -8903158.244564
  nChanged 10
		SP:Iteration 105Q (18883.550000 sec): 3 clusters
  Score: Raw -8906807.430543 + Penalty 3647.027642 = -8903160.402901
  nChanged 13
		SP:Iteration 106Q (18884.100000 sec): 3 clusters
  Score: Raw -8906810.106660 + Penalty 3647.027642 = -8903163.079018
  nChanged 12
		SP:Iteration 107Q (18884.620000 sec): 3 clusters
  Score: Raw -8906811.892752 + Penalty 3647.027642 = -8903164.865110
  nChanged 5
		SP:Iteration 108Q (18885.160000 sec): 3 clusters
  Score: Raw -8906812.963013 + Penalty 3647.027642 = -8903165.935371
  nChanged 5
		SP:Iteration 109Q (18885.690000 sec): 3 clusters
  Score: Raw -8906813.611163 + Penalty 3647.027642 = -8903166.583520
  nChanged 2
		SP:Iteration 110Q (18886.270000 sec): 3 clusters
  Score: Raw -8906813.761520 + Penalty 3647.027642 = -8903166.733877
  nChanged 1
		SP:Iteration 111Q (18886.800000 sec): 3 clusters
  Score: Raw -8906813.942668 + Penalty 3647.027642 = -8903166.915025
  nChanged 2
		SP:Iteration 112Q (18887.300000 sec): 3 clusters
  Score: Raw -8906814.224580 + Penalty 3647.027642 = -8903167.196937
  nChanged 4
		SP:Iteration 113Q (18887.730000 sec): 3 clusters
  Score: Raw -8906814.806390 + Penalty 3647.027642 = -8903167.778748
  nChanged 5
		SP:Iteration 114Q (18888.230000 sec): 3 clusters
  Score: Raw -8906815.850572 + Penalty 3647.027642 = -8903168.822929
  nChanged 3
		SP:Iteration 115Q (18888.740000 sec): 3 clusters
  Score: Raw -8906816.137987 + Penalty 3647.027642 = -8903169.110345
  nChanged 2
		SP:Iteration 116Q (18889.280000 sec): 3 clusters
  Score: Raw -8906816.321419 + Penalty 3647.027642 = -8903169.293776
  nChanged 0
		SP:Iteration 117F (18889.820000 sec): 3 clusters
  Score: Raw -8906816.321419 + Penalty 3647.027642 = -8903169.293776
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (14855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18889.960000 sec): 2 clusters
  Score: Raw -1694947.322978 + Penalty 1560.989916 = -1693386.333062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18890.220000 sec): 3 clusters
  Score: Raw -1686222.798466 + Penalty 3121.979831 = -1683100.818635
  nChanged 6564
		SP:Iteration 1F (18890.430000 sec): 3 clusters
  Score: Raw -1689930.105645 + Penalty 3121.979831 = -1686808.125814
  nChanged 956
		SP:Iteration 2F (18890.750000 sec): 3 clusters
  Score: Raw -1690413.732315 + Penalty 3121.979831 = -1687291.752484
  nChanged 954
		SP:Iteration 3F (18891.040000 sec): 3 clusters
  Score: Raw -1690944.475174 + Penalty 3121.979831 = -1687822.495343
  nChanged 906
		SP:Iteration 4F (18891.300000 sec): 3 clusters
  Score: Raw -1691484.484835 + Penalty 3121.979831 = -1688362.505004
  nChanged 864
		SP:Iteration 5F (18891.520000 sec): 3 clusters
  Score: Raw -1692020.958651 + Penalty 3121.979831 = -1688898.978820
  nChanged 816
		SP:Iteration 6F (18891.790000 sec): 3 clusters
  Score: Raw -1692566.931679 + Penalty 3121.979831 = -1689444.951848
  nChanged 723
		SP:Iteration 7Q (18892.040000 sec): 3 clusters
  Score: Raw -1693104.681879 + Penalty 3121.979831 = -1689982.702048
  nChanged 599
		SP:Iteration 8Q (18892.310000 sec): 3 clusters
  Score: Raw -1693572.645181 + Penalty 3121.979831 = -1690450.665350
  nChanged 528
		SP:Iteration 9Q (18892.530000 sec): 3 clusters
  Score: Raw -1693983.004103 + Penalty 3121.979831 = -1690861.024272
  nChanged 422
		SP:Iteration 10Q (18892.770000 sec): 3 clusters
  Score: Raw -1694331.029666 + Penalty 3121.979831 = -1691209.049835
  nChanged 355
		SP:Iteration 11Q (18892.960000 sec): 3 clusters
  Score: Raw -1694607.786605 + Penalty 3121.979831 = -1691485.806774
  nChanged 262
		SP:Iteration 12Q (18893.200000 sec): 3 clusters
  Score: Raw -1694780.057826 + Penalty 3121.979831 = -1691658.077995
  nChanged 180
		SP:Iteration 13Q (18893.470000 sec): 3 clusters
  Score: Raw -1694863.339606 + Penalty 3121.979831 = -1691741.359775
  nChanged 129
		SP:Iteration 14Q (18893.700000 sec): 3 clusters
  Score: Raw -1694924.806078 + Penalty 3121.979831 = -1691802.826247
  nChanged 117
		SP:Iteration 15Q (18893.910000 sec): 3 clusters
  Score: Raw -1694967.358025 + Penalty 3121.979831 = -1691845.378194
  nChanged 82
		SP:Iteration 16Q (18894.170000 sec): 3 clusters
  Score: Raw -1694995.080100 + Penalty 3121.979831 = -1691873.100269
  nChanged 81
		SP:Iteration 17Q (18894.370000 sec): 3 clusters
  Score: Raw -1695027.968888 + Penalty 3121.979831 = -1691905.989056
  nChanged 81
		SP:Iteration 18Q (18894.640000 sec): 3 clusters
  Score: Raw -1695060.127023 + Penalty 3121.979831 = -1691938.147192
  nChanged 77
		SP:Iteration 19Q (18894.840000 sec): 3 clusters
  Score: Raw -1695092.045346 + Penalty 3121.979831 = -1691970.065515
  nChanged 67
		SP:Iteration 20F (18895.060000 sec): 3 clusters
  Score: Raw -1695114.676695 + Penalty 3121.979831 = -1691992.696864
  nChanged 60
		SP:Iteration 21Q (18895.330000 sec): 3 clusters
  Score: Raw -1695132.763585 + Penalty 3121.979831 = -1692010.783753
  nChanged 48
		SP:Iteration 22Q (18895.580000 sec): 3 clusters
  Score: Raw -1695147.305676 + Penalty 3121.979831 = -1692025.325845
  nChanged 50
		SP:Iteration 23Q (18895.850000 sec): 3 clusters
  Score: Raw -1695163.092349 + Penalty 3121.979831 = -1692041.112518
  nChanged 33
		SP:Iteration 24Q (18896.090000 sec): 3 clusters
  Score: Raw -1695171.828166 + Penalty 3121.979831 = -1692049.848335
  nChanged 24
		SP:Iteration 25Q (18896.350000 sec): 3 clusters
  Score: Raw -1695176.851669 + Penalty 3121.979831 = -1692054.871837
  nChanged 19
		SP:Iteration 26Q (18896.630000 sec): 3 clusters
  Score: Raw -1695180.105065 + Penalty 3121.979831 = -1692058.125234
  nChanged 14
		SP:Iteration 27Q (18896.870000 sec): 3 clusters
  Score: Raw -1695182.504539 + Penalty 3121.979831 = -1692060.524708
  nChanged 9
		SP:Iteration 28Q (18897.160000 sec): 3 clusters
  Score: Raw -1695184.131697 + Penalty 3121.979831 = -1692062.151866
  nChanged 4
		SP:Iteration 29Q (18897.400000 sec): 3 clusters
  Score: Raw -1695184.908559 + Penalty 3121.979831 = -1692062.928728
  nChanged 6
		SP:Iteration 30Q (18897.670000 sec): 3 clusters
  Score: Raw -1695186.239951 + Penalty 3121.979831 = -1692064.260120
  nChanged 9
		SP:Iteration 31Q (18897.990000 sec): 3 clusters
  Score: Raw -1695187.953296 + Penalty 3121.979831 = -1692065.973465
  nChanged 9
		SP:Iteration 32Q (18898.220000 sec): 3 clusters
  Score: Raw -1695189.022530 + Penalty 3121.979831 = -1692067.042699
  nChanged 6
		SP:Iteration 33Q (18898.450000 sec): 3 clusters
  Score: Raw -1695190.127063 + Penalty 3121.979831 = -1692068.147232
  nChanged 5
		SP:Iteration 34Q (18898.720000 sec): 3 clusters
  Score: Raw -1695191.170172 + Penalty 3121.979831 = -1692069.190341
  nChanged 4
		SP:Iteration 35Q (18898.960000 sec): 3 clusters
  Score: Raw -1695191.755979 + Penalty 3121.979831 = -1692069.776148
  nChanged 3
		SP:Iteration 36Q (18899.220000 sec): 3 clusters
  Score: Raw -1695192.323191 + Penalty 3121.979831 = -1692070.343360
  nChanged 2
		SP:Iteration 37Q (18899.460000 sec): 3 clusters
  Score: Raw -1695192.540427 + Penalty 3121.979831 = -1692070.560595
  nChanged 1
		SP:Iteration 38Q (18899.660000 sec): 3 clusters
  Score: Raw -1695192.661063 + Penalty 3121.979831 = -1692070.681232
  nChanged 2
		SP:Iteration 39Q (18899.980000 sec): 3 clusters
  Score: Raw -1695192.811938 + Penalty 3121.979831 = -1692070.832107
  nChanged 2
		SP:Iteration 40F (18900.190000 sec): 3 clusters
  Score: Raw -1695193.159838 + Penalty 3121.979831 = -1692071.180007
  nChanged 3
		SP:Iteration 41Q (18900.470000 sec): 3 clusters
  Score: Raw -1695193.793568 + Penalty 3121.979831 = -1692071.813736
  nChanged 4
		SP:Iteration 42Q (18900.810000 sec): 3 clusters
  Score: Raw -1695194.374518 + Penalty 3121.979831 = -1692072.394686
  nChanged 5
		SP:Iteration 43Q (18901.050000 sec): 3 clusters
  Score: Raw -1695195.224784 + Penalty 3121.979831 = -1692073.244953
  nChanged 7
		SP:Iteration 44Q (18901.330000 sec): 3 clusters
  Score: Raw -1695196.278398 + Penalty 3121.979831 = -1692074.298567
  nChanged 6
		SP:Iteration 45Q (18901.630000 sec): 3 clusters
  Score: Raw -1695196.928674 + Penalty 3121.979831 = -1692074.948843
  nChanged 3
		SP:Iteration 46Q (18901.930000 sec): 3 clusters
  Score: Raw -1695197.239879 + Penalty 3121.979831 = -1692075.260048
  nChanged 3
		SP:Iteration 47Q (18902.200000 sec): 3 clusters
  Score: Raw -1695197.595696 + Penalty 3121.979831 = -1692075.615865
  nChanged 2
		SP:Iteration 48Q (18902.440000 sec): 3 clusters
  Score: Raw -1695197.824504 + Penalty 3121.979831 = -1692075.844673
  nChanged 4
		SP:Iteration 49Q (18902.650000 sec): 3 clusters
  Score: Raw -1695198.497216 + Penalty 3121.979831 = -1692076.517385
  nChanged 1
		SP:Iteration 50Q (18902.940000 sec): 3 clusters
  Score: Raw -1695198.778755 + Penalty 3121.979831 = -1692076.798924
  nChanged 3
		SP:Iteration 51Q (18903.190000 sec): 3 clusters
  Score: Raw -1695199.258020 + Penalty 3121.979831 = -1692077.278189
  nChanged 2
		SP:Iteration 52Q (18903.390000 sec): 3 clusters
  Score: Raw -1695199.653923 + Penalty 3121.979831 = -1692077.674092
  nChanged 4
		SP:Iteration 53Q (18903.690000 sec): 3 clusters
  Score: Raw -1695200.228724 + Penalty 3121.979831 = -1692078.248893
  nChanged 4
		SP:Iteration 54Q (18903.940000 sec): 3 clusters
  Score: Raw -1695200.810851 + Penalty 3121.979831 = -1692078.831020
  nChanged 5
		SP:Iteration 55Q (18904.190000 sec): 3 clusters
  Score: Raw -1695201.362666 + Penalty 3121.979831 = -1692079.382835
  nChanged 5
		SP:Iteration 56Q (18904.430000 sec): 3 clusters
  Score: Raw -1695202.282295 + Penalty 3121.979831 = -1692080.302464
  nChanged 3
		SP:Iteration 57Q (18904.720000 sec): 3 clusters
  Score: Raw -1695202.641707 + Penalty 3121.979831 = -1692080.661876
  nChanged 1
		SP:Iteration 58Q (18904.990000 sec): 3 clusters
  Score: Raw -1695202.731402 + Penalty 3121.979831 = -1692080.751571
  nChanged 0
		SP:Iteration 59F (18905.250000 sec): 3 clusters
  Score: Raw -1695202.731402 + Penalty 3121.979831 = -1692080.751571
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18905.360000 sec): 2 clusters
  Score: Raw -1908646.722790 + Penalty 1578.449757 = -1907068.273032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18905.670000 sec): 3 clusters
  Score: Raw -1898873.998663 + Penalty 3156.899515 = -1895717.099148
  nChanged 7340
		SP:Iteration 1F (18905.940000 sec): 3 clusters
  Score: Raw -1903223.075176 + Penalty 3156.899515 = -1900066.175661
  nChanged 1118
		SP:Iteration 2F (18906.190000 sec): 3 clusters
  Score: Raw -1903868.441643 + Penalty 3156.899515 = -1900711.542128
  nChanged 1035
		SP:Iteration 3F (18906.480000 sec): 3 clusters
  Score: Raw -1904510.247928 + Penalty 3156.899515 = -1901353.348414
  nChanged 997
		SP:Iteration 4F (18906.800000 sec): 3 clusters
  Score: Raw -1905070.378764 + Penalty 3156.899515 = -1901913.479249
  nChanged 971
		SP:Iteration 5F (18907.070000 sec): 3 clusters
  Score: Raw -1905582.313378 + Penalty 3156.899515 = -1902425.413864
  nChanged 851
		SP:Iteration 6F (18907.360000 sec): 3 clusters
  Score: Raw -1906018.923994 + Penalty 3156.899515 = -1902862.024479
  nChanged 756
		SP:Iteration 7Q (18907.700000 sec): 3 clusters
  Score: Raw -1906433.444571 + Penalty 3156.899515 = -1903276.545056
  nChanged 711
		SP:Iteration 8Q (18907.980000 sec): 3 clusters
  Score: Raw -1906884.410980 + Penalty 3156.899515 = -1903727.511466
  nChanged 703
		SP:Iteration 9Q (18908.260000 sec): 3 clusters
  Score: Raw -1907377.041929 + Penalty 3156.899515 = -1904220.142414
  nChanged 673
		SP:Iteration 10Q (18908.570000 sec): 3 clusters
  Score: Raw -1907901.419706 + Penalty 3156.899515 = -1904744.520192
  nChanged 556
		SP:Iteration 11Q (18908.840000 sec): 3 clusters
  Score: Raw -1908311.908261 + Penalty 3156.899515 = -1905155.008746
  nChanged 408
		SP:Iteration 12Q (18909.100000 sec): 3 clusters
  Score: Raw -1908557.277290 + Penalty 3156.899515 = -1905400.377775
  nChanged 319
		SP:Iteration 13Q (18909.380000 sec): 3 clusters
  Score: Raw -1908724.685717 + Penalty 3156.899515 = -1905567.786203
  nChanged 262
		SP:Iteration 14Q (18909.660000 sec): 3 clusters
  Score: Raw -1908868.572189 + Penalty 3156.899515 = -1905711.672674
  nChanged 223
		SP:Iteration 15Q (18909.970000 sec): 3 clusters
  Score: Raw -1908996.571648 + Penalty 3156.899515 = -1905839.672133
  nChanged 202
		SP:Iteration 16Q (18910.290000 sec): 3 clusters
  Score: Raw -1909097.414222 + Penalty 3156.899515 = -1905940.514708
  nChanged 158
		SP:Iteration 17Q (18910.520000 sec): 3 clusters
  Score: Raw -1909165.897320 + Penalty 3156.899515 = -1906008.997805
  nChanged 135
		SP:Iteration 18Q (18910.850000 sec): 3 clusters
  Score: Raw -1909215.508987 + Penalty 3156.899515 = -1906058.609472
  nChanged 103
		SP:Iteration 19Q (18911.050000 sec): 3 clusters
  Score: Raw -1909246.979199 + Penalty 3156.899515 = -1906090.079684
  nChanged 78
		SP:Iteration 20F (18911.290000 sec): 3 clusters
  Score: Raw -1909268.912174 + Penalty 3156.899515 = -1906112.012660
  nChanged 66
		SP:Iteration 21Q (18911.550000 sec): 3 clusters
  Score: Raw -1909283.426836 + Penalty 3156.899515 = -1906126.527322
  nChanged 46
		SP:Iteration 22Q (18911.830000 sec): 3 clusters
  Score: Raw -1909292.000743 + Penalty 3156.899515 = -1906135.101229
  nChanged 43
		SP:Iteration 23Q (18912.100000 sec): 3 clusters
  Score: Raw -1909300.274223 + Penalty 3156.899515 = -1906143.374709
  nChanged 32
		SP:Iteration 24Q (18912.330000 sec): 3 clusters
  Score: Raw -1909306.557187 + Penalty 3156.899515 = -1906149.657672
  nChanged 31
		SP:Iteration 25Q (18912.580000 sec): 3 clusters
  Score: Raw -1909313.049928 + Penalty 3156.899515 = -1906156.150413
  nChanged 32
		SP:Iteration 26Q (18912.850000 sec): 3 clusters
  Score: Raw -1909320.728117 + Penalty 3156.899515 = -1906163.828603
  nChanged 26
		SP:Iteration 27Q (18913.120000 sec): 3 clusters
  Score: Raw -1909326.373902 + Penalty 3156.899515 = -1906169.474387
  nChanged 26
		SP:Iteration 28Q (18913.390000 sec): 3 clusters
  Score: Raw -1909333.217775 + Penalty 3156.899515 = -1906176.318260
  nChanged 30
		SP:Iteration 29Q (18913.660000 sec): 3 clusters
  Score: Raw -1909340.813032 + Penalty 3156.899515 = -1906183.913517
  nChanged 28
		SP:Iteration 30Q (18913.960000 sec): 3 clusters
  Score: Raw -1909345.850849 + Penalty 3156.899515 = -1906188.951334
  nChanged 19
		SP:Iteration 31Q (18914.230000 sec): 3 clusters
  Score: Raw -1909349.795583 + Penalty 3156.899515 = -1906192.896068
  nChanged 17
		SP:Iteration 32Q (18914.500000 sec): 3 clusters
  Score: Raw -1909353.499191 + Penalty 3156.899515 = -1906196.599676
  nChanged 19
		SP:Iteration 33Q (18914.780000 sec): 3 clusters
  Score: Raw -1909357.472444 + Penalty 3156.899515 = -1906200.572929
  nChanged 19
		SP:Iteration 34Q (18915.050000 sec): 3 clusters
  Score: Raw -1909362.152359 + Penalty 3156.899515 = -1906205.252845
  nChanged 17
		SP:Iteration 35Q (18915.340000 sec): 3 clusters
  Score: Raw -1909365.504126 + Penalty 3156.899515 = -1906208.604611
  nChanged 9
		SP:Iteration 36Q (18915.610000 sec): 3 clusters
  Score: Raw -1909367.247710 + Penalty 3156.899515 = -1906210.348195
  nChanged 6
		SP:Iteration 37Q (18915.900000 sec): 3 clusters
  Score: Raw -1909368.227652 + Penalty 3156.899515 = -1906211.328137
  nChanged 4
		SP:Iteration 38Q (18916.170000 sec): 3 clusters
  Score: Raw -1909368.721381 + Penalty 3156.899515 = -1906211.821866
  nChanged 3
		SP:Iteration 39Q (18916.410000 sec): 3 clusters
  Score: Raw -1909369.078379 + Penalty 3156.899515 = -1906212.178864
  nChanged 2
		SP:Iteration 40F (18916.710000 sec): 3 clusters
  Score: Raw -1909369.350209 + Penalty 3156.899515 = -1906212.450694
  nChanged 1
		SP:Iteration 41Q (18916.990000 sec): 3 clusters
  Score: Raw -1909369.689563 + Penalty 3156.899515 = -1906212.790048
  nChanged 2
		SP:Iteration 42Q (18917.300000 sec): 3 clusters
  Score: Raw -1909370.358732 + Penalty 3156.899515 = -1906213.459217
  nChanged 5
		SP:Iteration 43Q (18917.520000 sec): 3 clusters
  Score: Raw -1909371.059668 + Penalty 3156.899515 = -1906214.160153
  nChanged 2
		SP:Iteration 44Q (18917.780000 sec): 3 clusters
  Score: Raw -1909371.299274 + Penalty 3156.899515 = -1906214.399759
  nChanged 1
		SP:Iteration 45Q (18918.050000 sec): 3 clusters
  Score: Raw -1909371.396184 + Penalty 3156.899515 = -1906214.496669
  nChanged 1
		SP:Iteration 46Q (18918.320000 sec): 3 clusters
  Score: Raw -1909371.444106 + Penalty 3156.899515 = -1906214.544591
  nChanged 0
		SP:Iteration 47F (18918.580000 sec): 3 clusters
  Score: Raw -1909371.444106 + Penalty 3156.899515 = -1906214.544591
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18918.680000 sec): 2 clusters
  Score: Raw -16356.379563 + Penalty 840.203649 = -15516.175913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18918.910000 sec): 3 clusters
  Score: Raw -16503.257891 + Penalty 1680.407298 = -14822.850592
  nChanged 23
		SP:Iteration 1F (18919.110000 sec): 3 clusters
  Score: Raw -16577.129302 + Penalty 1680.407298 = -14896.722004
  nChanged 5
		SP:Iteration 2Q (18919.330000 sec): 3 clusters
  Score: Raw -16599.882888 + Penalty 1680.407298 = -14919.475590
  nChanged 2
		SP:Iteration 3Q (18919.490000 sec): 3 clusters
  Score: Raw -16607.782642 + Penalty 1680.407298 = -14927.375343
  nChanged 0
		SP:Iteration 4F (18919.690000 sec): 3 clusters
  Score: Raw -16607.782642 + Penalty 1680.407298 = -14927.375343
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18919.780000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18920.000000 sec): 3 clusters
  Score: Raw -56175.037072 + Penalty 2010.517803 = -54164.519269
  nChanged 119
		SP:Iteration 1F (18920.180000 sec): 3 clusters
  Score: Raw -56335.493463 + Penalty 2010.517803 = -54324.975660
  nChanged 26
		SP:Iteration 2F (18920.450000 sec): 3 clusters
  Score: Raw -56373.367185 + Penalty 2010.517803 = -54362.849382
  nChanged 17
		SP:Iteration 3Q (18920.640000 sec): 3 clusters
  Score: Raw -56396.646376 + Penalty 2010.517803 = -54386.128573
  nChanged 8
		SP:Iteration 4Q (18920.830000 sec): 3 clusters
  Score: Raw -56411.197678 + Penalty 2010.517803 = -54400.679875
  nChanged 5
		SP:Iteration 5Q (18921.020000 sec): 3 clusters
  Score: Raw -56420.879243 + Penalty 2010.517803 = -54410.361440
  nChanged 4
		SP:Iteration 6Q (18921.220000 sec): 3 clusters
  Score: Raw -56429.029212 + Penalty 2010.517803 = -54418.511409
  nChanged 2
		SP:Iteration 7Q (18921.430000 sec): 3 clusters
  Score: Raw -56431.829763 + Penalty 2010.517803 = -54421.311961
  nChanged 2
		SP:Iteration 8Q (18921.620000 sec): 3 clusters
  Score: Raw -56442.615722 + Penalty 2010.517803 = -54432.097919
  nChanged 2
		SP:Iteration 9Q (18921.800000 sec): 3 clusters
  Score: Raw -56445.962007 + Penalty 2010.517803 = -54435.444204
  nChanged 2
		SP:Iteration 10Q (18922.000000 sec): 3 clusters
  Score: Raw -56447.659542 + Penalty 2010.517803 = -54437.141739
  nChanged 0
		SP:Iteration 11F (18922.160000 sec): 3 clusters
  Score: Raw -56447.659542 + Penalty 2010.517803 = -54437.141739
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (313236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18923.830000 sec): 2 clusters
  Score: Raw -38177740.779361 + Penalty 2056.390729 = -38175684.388632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18925.430000 sec): 3 clusters
  Score: Raw -37968473.617972 + Penalty 4112.781458 = -37964360.836513
  nChanged 152640
		SP:Iteration 1F (18926.990000 sec): 3 clusters
  Score: Raw -38060088.807276 + Penalty 4112.781458 = -38055976.025818
  nChanged 9459
		SP:Iteration 2Q (18928.480000 sec): 3 clusters
  Score: Raw -38062647.701303 + Penalty 4112.781458 = -38058534.919844
  nChanged 12337
		SP:Iteration 3Q (18929.950000 sec): 3 clusters
  Score: Raw -38067330.697871 + Penalty 4112.781458 = -38063217.916413
  nChanged 17345
		SP:Iteration 4F (18931.450000 sec): 3 clusters
  Score: Raw -38076557.508316 + Penalty 4112.781458 = -38072444.726858
  nChanged 23860
		SP:Iteration 5F (18932.990000 sec): 3 clusters
  Score: Raw -38093682.301081 + Penalty 4112.781458 = -38089569.519623
  nChanged 29020
		SP:Iteration 6F (18934.550000 sec): 3 clusters
  Score: Raw -38119641.831396 + Penalty 4112.781458 = -38115529.049938
  nChanged 27065
		SP:Iteration 7F (18936.040000 sec): 3 clusters
  Score: Raw -38146511.374789 + Penalty 4112.781458 = -38142398.593331
  nChanged 17904
		SP:Iteration 8F (18937.610000 sec): 3 clusters
  Score: Raw -38164549.003339 + Penalty 4112.781458 = -38160436.221881
  nChanged 8541
		SP:Iteration 9Q (18939.040000 sec): 3 clusters
  Score: Raw -38173125.246928 + Penalty 4112.781458 = -38169012.465470
  nChanged 3200
		SP:Iteration 10Q (18940.340000 sec): 3 clusters
  Score: Raw -38176598.425658 + Penalty 4112.781458 = -38172485.644200
  nChanged 1301
		SP:Iteration 11Q (18941.590000 sec): 3 clusters
  Score: Raw -38177900.011786 + Penalty 4112.781458 = -38173787.230328
  nChanged 717
		SP:Iteration 12Q (18942.840000 sec): 3 clusters
  Score: Raw -38178378.696575 + Penalty 4112.781458 = -38174265.915116
  nChanged 468
		SP:Iteration 13Q (18944.130000 sec): 3 clusters
  Score: Raw -38178594.551353 + Penalty 4112.781458 = -38174481.769895
  nChanged 298
		SP:Iteration 14Q (18945.400000 sec): 3 clusters
  Score: Raw -38178697.320883 + Penalty 4112.781458 = -38174584.539425
  nChanged 210
		SP:Iteration 15Q (18946.710000 sec): 3 clusters
  Score: Raw -38178754.225834 + Penalty 4112.781458 = -38174641.444376
  nChanged 137
		SP:Iteration 16Q (18947.990000 sec): 3 clusters
  Score: Raw -38178785.927518 + Penalty 4112.781458 = -38174673.146060
  nChanged 105
		SP:Iteration 17Q (18949.330000 sec): 3 clusters
  Score: Raw -38178807.932262 + Penalty 4112.781458 = -38174695.150803
  nChanged 76
		SP:Iteration 18Q (18950.590000 sec): 3 clusters
  Score: Raw -38178821.997637 + Penalty 4112.781458 = -38174709.216179
  nChanged 59
		SP:Iteration 19Q (18951.900000 sec): 3 clusters
  Score: Raw -38178829.953392 + Penalty 4112.781458 = -38174717.171934
  nChanged 44
		SP:Iteration 20F (18953.370000 sec): 3 clusters
  Score: Raw -38178838.189853 + Penalty 4112.781458 = -38174725.408395
  nChanged 40
		SP:Iteration 21Q (18954.620000 sec): 3 clusters
  Score: Raw -38178844.055146 + Penalty 4112.781458 = -38174731.273688
  nChanged 40
		SP:Iteration 22Q (18955.930000 sec): 3 clusters
  Score: Raw -38178849.492002 + Penalty 4112.781458 = -38174736.710543
  nChanged 28
		SP:Iteration 23Q (18957.380000 sec): 3 clusters
  Score: Raw -38178853.022125 + Penalty 4112.781458 = -38174740.240667
  nChanged 28
		SP:Iteration 24Q (18958.860000 sec): 3 clusters
  Score: Raw -38178856.370749 + Penalty 4112.781458 = -38174743.589291
  nChanged 20
		SP:Iteration 25Q (18960.240000 sec): 3 clusters
  Score: Raw -38178858.969272 + Penalty 4112.781458 = -38174746.187814
  nChanged 16
		SP:Iteration 26Q (18961.660000 sec): 3 clusters
  Score: Raw -38178861.354150 + Penalty 4112.781458 = -38174748.572692
  nChanged 11
		SP:Iteration 27Q (18963.040000 sec): 3 clusters
  Score: Raw -38178862.854675 + Penalty 4112.781458 = -38174750.073217
  nChanged 17
		SP:Iteration 28Q (18964.430000 sec): 3 clusters
  Score: Raw -38178865.300973 + Penalty 4112.781458 = -38174752.519514
  nChanged 12
		SP:Iteration 29Q (18965.640000 sec): 3 clusters
  Score: Raw -38178866.504107 + Penalty 4112.781458 = -38174753.722648
  nChanged 9
		SP:Iteration 30Q (18966.940000 sec): 3 clusters
  Score: Raw -38178867.352743 + Penalty 4112.781458 = -38174754.571285
  nChanged 4
		SP:Iteration 31Q (18968.300000 sec): 3 clusters
  Score: Raw -38178867.723897 + Penalty 4112.781458 = -38174754.942438
  nChanged 2
		SP:Iteration 32Q (18969.610000 sec): 3 clusters
  Score: Raw -38178867.876670 + Penalty 4112.781458 = -38174755.095212
  nChanged 3
		SP:Iteration 33Q (18970.890000 sec): 3 clusters
  Score: Raw -38178868.191230 + Penalty 4112.781458 = -38174755.409772
  nChanged 0
		SP:Iteration 34F (18972.340000 sec): 3 clusters
  Score: Raw -38178868.191230 + Penalty 4112.781458 = -38174755.409772
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (34163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18972.740000 sec): 2 clusters
  Score: Raw -4160683.286390 + Penalty 1696.321001 = -4158986.965390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18973.050000 sec): 3 clusters
  Score: Raw -4139432.946656 + Penalty 3392.642001 = -4136040.304655
  nChanged 15801
		SP:Iteration 1F (18973.430000 sec): 3 clusters
  Score: Raw -4148000.413634 + Penalty 3392.642001 = -4144607.771633
  nChanged 1556
		SP:Iteration 2Q (18973.820000 sec): 3 clusters
  Score: Raw -4148694.671383 + Penalty 3392.642001 = -4145302.029381
  nChanged 1772
		SP:Iteration 3F (18974.160000 sec): 3 clusters
  Score: Raw -4149664.691358 + Penalty 3392.642001 = -4146272.049356
  nChanged 1931
		SP:Iteration 4F (18974.490000 sec): 3 clusters
  Score: Raw -4150901.297189 + Penalty 3392.642001 = -4147508.655188
  nChanged 2097
		SP:Iteration 5F (18974.800000 sec): 3 clusters
  Score: Raw -4152385.644168 + Penalty 3392.642001 = -4148993.002166
  nChanged 2088
		SP:Iteration 6F (18975.170000 sec): 3 clusters
  Score: Raw -4153917.180166 + Penalty 3392.642001 = -4150524.538164
  nChanged 2018
		SP:Iteration 7F (18975.480000 sec): 3 clusters
  Score: Raw -4155289.195769 + Penalty 3392.642001 = -4151896.553768
  nChanged 1750
		SP:Iteration 8F (18975.830000 sec): 3 clusters
  Score: Raw -4156271.691655 + Penalty 3392.642001 = -4152879.049653
  nChanged 1418
		SP:Iteration 9Q (18976.180000 sec): 3 clusters
  Score: Raw -4156960.826996 + Penalty 3392.642001 = -4153568.184995
  nChanged 1115
		SP:Iteration 10Q (18976.570000 sec): 3 clusters
  Score: Raw -4157463.638871 + Penalty 3392.642001 = -4154070.996869
  nChanged 1009
		SP:Iteration 11Q (18976.890000 sec): 3 clusters
  Score: Raw -4157902.080412 + Penalty 3392.642001 = -4154509.438410
  nChanged 945
		SP:Iteration 12Q (18977.270000 sec): 3 clusters
  Score: Raw -4158314.971528 + Penalty 3392.642001 = -4154922.329527
  nChanged 899
		SP:Iteration 13Q (18977.610000 sec): 3 clusters
  Score: Raw -4158695.806768 + Penalty 3392.642001 = -4155303.164767
  nChanged 801
		SP:Iteration 14Q (18977.950000 sec): 3 clusters
  Score: Raw -4159020.552027 + Penalty 3392.642001 = -4155627.910025
  nChanged 708
		SP:Iteration 15Q (18978.270000 sec): 3 clusters
  Score: Raw -4159305.515965 + Penalty 3392.642001 = -4155912.873964
  nChanged 702
		SP:Iteration 16Q (18978.620000 sec): 3 clusters
  Score: Raw -4159596.668385 + Penalty 3392.642001 = -4156204.026383
  nChanged 648
		SP:Iteration 17Q (18978.900000 sec): 3 clusters
  Score: Raw -4159862.571144 + Penalty 3392.642001 = -4156469.929142
  nChanged 570
		SP:Iteration 18Q (18979.240000 sec): 3 clusters
  Score: Raw -4160095.628171 + Penalty 3392.642001 = -4156702.986170
  nChanged 494
		SP:Iteration 19Q (18979.580000 sec): 3 clusters
  Score: Raw -4160291.617873 + Penalty 3392.642001 = -4156898.975872
  nChanged 411
		SP:Iteration 20F (18979.880000 sec): 3 clusters
  Score: Raw -4160455.205009 + Penalty 3392.642001 = -4157062.563007
  nChanged 338
		SP:Iteration 21Q (18980.170000 sec): 3 clusters
  Score: Raw -4160591.562203 + Penalty 3392.642001 = -4157198.920201
  nChanged 287
		SP:Iteration 22Q (18980.460000 sec): 3 clusters
  Score: Raw -4160708.182949 + Penalty 3392.642001 = -4157315.540947
  nChanged 229
		SP:Iteration 23Q (18980.850000 sec): 3 clusters
  Score: Raw -4160795.168682 + Penalty 3392.642001 = -4157402.526681
  nChanged 186
		SP:Iteration 24Q (18981.150000 sec): 3 clusters
  Score: Raw -4160865.835474 + Penalty 3392.642001 = -4157473.193473
  nChanged 148
		SP:Iteration 25Q (18981.510000 sec): 3 clusters
  Score: Raw -4160916.514265 + Penalty 3392.642001 = -4157523.872263
  nChanged 129
		SP:Iteration 26Q (18981.880000 sec): 3 clusters
  Score: Raw -4160969.841872 + Penalty 3392.642001 = -4157577.199871
  nChanged 123
		SP:Iteration 27Q (18982.230000 sec): 3 clusters
  Score: Raw -4161013.151831 + Penalty 3392.642001 = -4157620.509830
  nChanged 96
		SP:Iteration 28Q (18982.560000 sec): 3 clusters
  Score: Raw -4161048.185718 + Penalty 3392.642001 = -4157655.543716
  nChanged 104
		SP:Iteration 29Q (18982.930000 sec): 3 clusters
  Score: Raw -4161084.979998 + Penalty 3392.642001 = -4157692.337997
  nChanged 76
		SP:Iteration 30Q (18983.290000 sec): 3 clusters
  Score: Raw -4161111.053906 + Penalty 3392.642001 = -4157718.411905
  nChanged 59
		SP:Iteration 31Q (18983.660000 sec): 3 clusters
  Score: Raw -4161127.534103 + Penalty 3392.642001 = -4157734.892101
  nChanged 54
		SP:Iteration 32Q (18984.020000 sec): 3 clusters
  Score: Raw -4161143.611886 + Penalty 3392.642001 = -4157750.969884
  nChanged 44
		SP:Iteration 33Q (18984.400000 sec): 3 clusters
  Score: Raw -4161156.238744 + Penalty 3392.642001 = -4157763.596742
  nChanged 40
		SP:Iteration 34Q (18984.700000 sec): 3 clusters
  Score: Raw -4161168.848209 + Penalty 3392.642001 = -4157776.206208
  nChanged 39
		SP:Iteration 35Q (18985.020000 sec): 3 clusters
  Score: Raw -4161180.418353 + Penalty 3392.642001 = -4157787.776351
  nChanged 30
		SP:Iteration 36Q (18985.320000 sec): 3 clusters
  Score: Raw -4161189.111792 + Penalty 3392.642001 = -4157796.469790
  nChanged 28
		SP:Iteration 37Q (18985.610000 sec): 3 clusters
  Score: Raw -4161196.358764 + Penalty 3392.642001 = -4157803.716763
  nChanged 21
		SP:Iteration 38Q (18985.950000 sec): 3 clusters
  Score: Raw -4161202.659460 + Penalty 3392.642001 = -4157810.017458
  nChanged 19
		SP:Iteration 39Q (18986.290000 sec): 3 clusters
  Score: Raw -4161208.802790 + Penalty 3392.642001 = -4157816.160789
  nChanged 17
		SP:Iteration 40F (18986.600000 sec): 3 clusters
  Score: Raw -4161212.890233 + Penalty 3392.642001 = -4157820.248232
  nChanged 15
		SP:Iteration 41Q (18986.920000 sec): 3 clusters
  Score: Raw -4161216.773967 + Penalty 3392.642001 = -4157824.131965
  nChanged 13
		SP:Iteration 42Q (18987.220000 sec): 3 clusters
  Score: Raw -4161219.459882 + Penalty 3392.642001 = -4157826.817881
  nChanged 6
		SP:Iteration 43Q (18987.530000 sec): 3 clusters
  Score: Raw -4161220.881713 + Penalty 3392.642001 = -4157828.239711
  nChanged 8
		SP:Iteration 44Q (18987.870000 sec): 3 clusters
  Score: Raw -4161222.708187 + Penalty 3392.642001 = -4157830.066186
  nChanged 8
		SP:Iteration 45Q (18988.220000 sec): 3 clusters
  Score: Raw -4161224.539222 + Penalty 3392.642001 = -4157831.897220
  nChanged 5
		SP:Iteration 46Q (18988.510000 sec): 3 clusters
  Score: Raw -4161225.598432 + Penalty 3392.642001 = -4157832.956431
  nChanged 3
		SP:Iteration 47Q (18988.840000 sec): 3 clusters
  Score: Raw -4161226.371708 + Penalty 3392.642001 = -4157833.729707
  nChanged 3
		SP:Iteration 48Q (18989.160000 sec): 3 clusters
  Score: Raw -4161227.079454 + Penalty 3392.642001 = -4157834.437452
  nChanged 4
		SP:Iteration 49Q (18989.470000 sec): 3 clusters
  Score: Raw -4161228.035194 + Penalty 3392.642001 = -4157835.393192
  nChanged 9
		SP:Iteration 50Q (18989.750000 sec): 3 clusters
  Score: Raw -4161230.389874 + Penalty 3392.642001 = -4157837.747873
  nChanged 7
		SP:Iteration 51Q (18990.100000 sec): 3 clusters
  Score: Raw -4161232.086723 + Penalty 3392.642001 = -4157839.444721
  nChanged 13
		SP:Iteration 52Q (18990.480000 sec): 3 clusters
  Score: Raw -4161235.277667 + Penalty 3392.642001 = -4157842.635666
  nChanged 14
		SP:Iteration 53Q (18990.770000 sec): 3 clusters
  Score: Raw -4161238.584148 + Penalty 3392.642001 = -4157845.942146
  nChanged 8
		SP:Iteration 54Q (18991.110000 sec): 3 clusters
  Score: Raw -4161240.886972 + Penalty 3392.642001 = -4157848.244971
  nChanged 6
		SP:Iteration 55Q (18991.380000 sec): 3 clusters
  Score: Raw -4161243.074456 + Penalty 3392.642001 = -4157850.432454
  nChanged 10
		SP:Iteration 56Q (18991.720000 sec): 3 clusters
  Score: Raw -4161245.421677 + Penalty 3392.642001 = -4157852.779676
  nChanged 6
		SP:Iteration 57Q (18991.980000 sec): 3 clusters
  Score: Raw -4161246.713897 + Penalty 3392.642001 = -4157854.071895
  nChanged 3
		SP:Iteration 58Q (18992.320000 sec): 3 clusters
  Score: Raw -4161247.697709 + Penalty 3392.642001 = -4157855.055707
  nChanged 5
		SP:Iteration 59Q (18992.660000 sec): 3 clusters
  Score: Raw -4161248.649935 + Penalty 3392.642001 = -4157856.007933
  nChanged 0
		SP:Iteration 60F (18993.040000 sec): 3 clusters
  Score: Raw -4161248.649935 + Penalty 3392.642001 = -4157856.007933
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18993.270000 sec): 2 clusters
  Score: Raw -3735323.052778 + Penalty 1678.226128 = -3733644.826650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18993.590000 sec): 3 clusters
  Score: Raw -3716480.479189 + Penalty 3356.452257 = -3713124.026933
  nChanged 14021
		SP:Iteration 1F (18993.920000 sec): 3 clusters
  Score: Raw -3724305.812506 + Penalty 3356.452257 = -3720949.360249
  nChanged 1681
		SP:Iteration 2F (18994.270000 sec): 3 clusters
  Score: Raw -3725069.324448 + Penalty 3356.452257 = -3721712.872191
  nChanged 1930
		SP:Iteration 3F (18994.620000 sec): 3 clusters
  Score: Raw -3726167.469300 + Penalty 3356.452257 = -3722811.017043
  nChanged 2230
		SP:Iteration 4F (18994.940000 sec): 3 clusters
  Score: Raw -3727691.310826 + Penalty 3356.452257 = -3724334.858569
  nChanged 2325
		SP:Iteration 5F (18995.300000 sec): 3 clusters
  Score: Raw -3729374.847370 + Penalty 3356.452257 = -3726018.395113
  nChanged 2150
		SP:Iteration 6F (18995.620000 sec): 3 clusters
  Score: Raw -3730739.277200 + Penalty 3356.452257 = -3727382.824943
  nChanged 1638
		SP:Iteration 7F (18995.980000 sec): 3 clusters
  Score: Raw -3731632.735262 + Penalty 3356.452257 = -3728276.283005
  nChanged 1264
		SP:Iteration 8Q (18996.360000 sec): 3 clusters
  Score: Raw -3732241.694571 + Penalty 3356.452257 = -3728885.242314
  nChanged 936
		SP:Iteration 9Q (18996.690000 sec): 3 clusters
  Score: Raw -3732613.709237 + Penalty 3356.452257 = -3729257.256980
  nChanged 766
		SP:Iteration 10Q (18997.080000 sec): 3 clusters
  Score: Raw -3732930.725240 + Penalty 3356.452257 = -3729574.272983
  nChanged 669
		SP:Iteration 11Q (18997.470000 sec): 3 clusters
  Score: Raw -3733205.968456 + Penalty 3356.452257 = -3729849.516199
  nChanged 600
		SP:Iteration 12Q (18997.760000 sec): 3 clusters
  Score: Raw -3733484.686088 + Penalty 3356.452257 = -3730128.233831
  nChanged 605
		SP:Iteration 13Q (18998.100000 sec): 3 clusters
  Score: Raw -3733785.098801 + Penalty 3356.452257 = -3730428.646544
  nChanged 548
		SP:Iteration 14Q (18998.470000 sec): 3 clusters
  Score: Raw -3734083.446401 + Penalty 3356.452257 = -3730726.994144
  nChanged 540
		SP:Iteration 15Q (18998.770000 sec): 3 clusters
  Score: Raw -3734358.742242 + Penalty 3356.452257 = -3731002.289985
  nChanged 498
		SP:Iteration 16Q (18999.150000 sec): 3 clusters
  Score: Raw -3734630.836640 + Penalty 3356.452257 = -3731274.384383
  nChanged 435
		SP:Iteration 17Q (18999.530000 sec): 3 clusters
  Score: Raw -3734859.286672 + Penalty 3356.452257 = -3731502.834415
  nChanged 360
		SP:Iteration 18Q (18999.860000 sec): 3 clusters
  Score: Raw -3735058.608198 + Penalty 3356.452257 = -3731702.155941
  nChanged 289
		SP:Iteration 19Q (19000.240000 sec): 3 clusters
  Score: Raw -3735200.957947 + Penalty 3356.452257 = -3731844.505690
  nChanged 231
		SP:Iteration 20F (19000.550000 sec): 3 clusters
  Score: Raw -3735298.980420 + Penalty 3356.452257 = -3731942.528163
  nChanged 180
		SP:Iteration 21Q (19000.830000 sec): 3 clusters
  Score: Raw -3735377.703163 + Penalty 3356.452257 = -3732021.250906
  nChanged 134
		SP:Iteration 22Q (19001.140000 sec): 3 clusters
  Score: Raw -3735423.961472 + Penalty 3356.452257 = -3732067.509215
  nChanged 113
		SP:Iteration 23Q (19001.480000 sec): 3 clusters
  Score: Raw -3735464.435527 + Penalty 3356.452257 = -3732107.983270
  nChanged 104
		SP:Iteration 24Q (19001.850000 sec): 3 clusters
  Score: Raw -3735505.517088 + Penalty 3356.452257 = -3732149.064831
  nChanged 94
		SP:Iteration 25Q (19002.200000 sec): 3 clusters
  Score: Raw -3735535.770619 + Penalty 3356.452257 = -3732179.318362
  nChanged 65
		SP:Iteration 26Q (19002.520000 sec): 3 clusters
  Score: Raw -3735556.891800 + Penalty 3356.452257 = -3732200.439543
  nChanged 72
		SP:Iteration 27Q (19002.930000 sec): 3 clusters
  Score: Raw -3735577.868337 + Penalty 3356.452257 = -3732221.416080
  nChanged 65
		SP:Iteration 28Q (19003.260000 sec): 3 clusters
  Score: Raw -3735596.335781 + Penalty 3356.452257 = -3732239.883524
  nChanged 45
		SP:Iteration 29Q (19003.630000 sec): 3 clusters
  Score: Raw -3735608.990721 + Penalty 3356.452257 = -3732252.538464
  nChanged 48
		SP:Iteration 30Q (19004.050000 sec): 3 clusters
  Score: Raw -3735623.257984 + Penalty 3356.452257 = -3732266.805727
  nChanged 50
		SP:Iteration 31Q (19004.450000 sec): 3 clusters
  Score: Raw -3735642.115434 + Penalty 3356.452257 = -3732285.663177
  nChanged 39
		SP:Iteration 32Q (19004.750000 sec): 3 clusters
  Score: Raw -3735654.827470 + Penalty 3356.452257 = -3732298.375213
  nChanged 33
		SP:Iteration 33Q (19005.070000 sec): 3 clusters
  Score: Raw -3735663.510297 + Penalty 3356.452257 = -3732307.058040
  nChanged 29
		SP:Iteration 34Q (19005.430000 sec): 3 clusters
  Score: Raw -3735671.108536 + Penalty 3356.452257 = -3732314.656279
  nChanged 18
		SP:Iteration 35Q (19005.720000 sec): 3 clusters
  Score: Raw -3735675.987901 + Penalty 3356.452257 = -3732319.535644
  nChanged 15
		SP:Iteration 36Q (19006.080000 sec): 3 clusters
  Score: Raw -3735679.269689 + Penalty 3356.452257 = -3732322.817432
  nChanged 11
		SP:Iteration 37Q (19006.390000 sec): 3 clusters
  Score: Raw -3735681.665065 + Penalty 3356.452257 = -3732325.212808
  nChanged 11
		SP:Iteration 38Q (19006.780000 sec): 3 clusters
  Score: Raw -3735685.135925 + Penalty 3356.452257 = -3732328.683668
  nChanged 10
		SP:Iteration 39Q (19007.070000 sec): 3 clusters
  Score: Raw -3735687.479573 + Penalty 3356.452257 = -3732331.027316
  nChanged 10
		SP:Iteration 40F (19007.390000 sec): 3 clusters
  Score: Raw -3735690.156754 + Penalty 3356.452257 = -3732333.704497
  nChanged 7
		SP:Iteration 41Q (19007.690000 sec): 3 clusters
  Score: Raw -3735691.907581 + Penalty 3356.452257 = -3732335.455324
  nChanged 12
		SP:Iteration 42Q (19008.010000 sec): 3 clusters
  Score: Raw -3735694.721992 + Penalty 3356.452257 = -3732338.269735
  nChanged 9
		SP:Iteration 43Q (19008.300000 sec): 3 clusters
  Score: Raw -3735696.669838 + Penalty 3356.452257 = -3732340.217581
  nChanged 7
		SP:Iteration 44Q (19008.630000 sec): 3 clusters
  Score: Raw -3735697.954906 + Penalty 3356.452257 = -3732341.502650
  nChanged 7
		SP:Iteration 45Q (19008.920000 sec): 3 clusters
  Score: Raw -3735700.206867 + Penalty 3356.452257 = -3732343.754610
  nChanged 8
		SP:Iteration 46Q (19009.210000 sec): 3 clusters
  Score: Raw -3735702.198268 + Penalty 3356.452257 = -3732345.746011
  nChanged 11
		SP:Iteration 47Q (19009.500000 sec): 3 clusters
  Score: Raw -3735704.205013 + Penalty 3356.452257 = -3732347.752756
  nChanged 8
		SP:Iteration 48Q (19009.800000 sec): 3 clusters
  Score: Raw -3735705.583053 + Penalty 3356.452257 = -3732349.130796
  nChanged 9
		SP:Iteration 49Q (19010.100000 sec): 3 clusters
  Score: Raw -3735707.930224 + Penalty 3356.452257 = -3732351.477967
  nChanged 9
		SP:Iteration 50Q (19010.390000 sec): 3 clusters
  Score: Raw -3735710.929087 + Penalty 3356.452257 = -3732354.476830
  nChanged 9
		SP:Iteration 51Q (19010.680000 sec): 3 clusters
  Score: Raw -3735713.766084 + Penalty 3356.452257 = -3732357.313827
  nChanged 5
		SP:Iteration 52Q (19010.990000 sec): 3 clusters
  Score: Raw -3735714.663174 + Penalty 3356.452257 = -3732358.210917
  nChanged 3
		SP:Iteration 53Q (19011.260000 sec): 3 clusters
  Score: Raw -3735715.285153 + Penalty 3356.452257 = -3732358.832896
  nChanged 6
		SP:Iteration 54Q (19011.630000 sec): 3 clusters
  Score: Raw -3735716.363246 + Penalty 3356.452257 = -3732359.910989
  nChanged 2
		SP:Iteration 55Q (19011.960000 sec): 3 clusters
  Score: Raw -3735716.692602 + Penalty 3356.452257 = -3732360.240345
  nChanged 2
		SP:Iteration 56Q (19012.290000 sec): 3 clusters
  Score: Raw -3735716.939485 + Penalty 3356.452257 = -3732360.487228
  nChanged 2
		SP:Iteration 57Q (19012.650000 sec): 3 clusters
  Score: Raw -3735717.336618 + Penalty 3356.452257 = -3732360.884361
  nChanged 2
		SP:Iteration 58Q (19012.950000 sec): 3 clusters
  Score: Raw -3735717.704760 + Penalty 3356.452257 = -3732361.252503
  nChanged 0
		SP:Iteration 59F (19013.280000 sec): 3 clusters
  Score: Raw -3735717.704760 + Penalty 3356.452257 = -3732361.252503
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19013.450000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19013.610000 sec): 3 clusters
  Score: Raw -9165.401575 + Penalty 1530.597315 = -7634.804259
  nChanged 9
		SP:Iteration 1F (19013.790000 sec): 3 clusters
  Score: Raw -9211.292162 + Penalty 1530.597315 = -7680.694846
  nChanged 4
		SP:Iteration 2Q (19014.020000 sec): 3 clusters
  Score: Raw -9230.595071 + Penalty 1530.597315 = -7699.997756
  nChanged 1
		SP:Iteration 3Q (19014.270000 sec): 3 clusters
  Score: Raw -9232.076718 + Penalty 1530.597315 = -7701.479403
  nChanged 0
		SP:Iteration 4F (19014.450000 sec): 3 clusters
  Score: Raw -9232.076718 + Penalty 1530.597315 = -7701.479403
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (8036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19014.630000 sec): 2 clusters
  Score: Raw -931793.470988 + Penalty 1461.149093 = -930332.321895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19014.870000 sec): 3 clusters
  Score: Raw -927347.110940 + Penalty 2922.298186 = -924424.812755
  nChanged 3426
		SP:Iteration 1F (19015.130000 sec): 3 clusters
  Score: Raw -929143.052344 + Penalty 2922.298186 = -926220.754158
  nChanged 503
		SP:Iteration 2F (19015.340000 sec): 3 clusters
  Score: Raw -929382.901219 + Penalty 2922.298186 = -926460.603033
  nChanged 412
		SP:Iteration 3F (19015.610000 sec): 3 clusters
  Score: Raw -929557.794605 + Penalty 2922.298186 = -926635.496419
  nChanged 334
		SP:Iteration 4Q (19015.870000 sec): 3 clusters
  Score: Raw -929688.250678 + Penalty 2922.298186 = -926765.952492
  nChanged 292
		SP:Iteration 5Q (19016.110000 sec): 3 clusters
  Score: Raw -929822.899776 + Penalty 2922.298186 = -926900.601590
  nChanged 310
		SP:Iteration 6Q (19016.370000 sec): 3 clusters
  Score: Raw -929977.533300 + Penalty 2922.298186 = -927055.235114
  nChanged 322
		SP:Iteration 7Q (19016.630000 sec): 3 clusters
  Score: Raw -930151.184632 + Penalty 2922.298186 = -927228.886446
  nChanged 302
		SP:Iteration 8Q (19016.790000 sec): 3 clusters
  Score: Raw -930328.605179 + Penalty 2922.298186 = -927406.306993
  nChanged 296
		SP:Iteration 9Q (19016.980000 sec): 3 clusters
  Score: Raw -930515.795793 + Penalty 2922.298186 = -927593.497607
  nChanged 318
		SP:Iteration 10Q (19017.200000 sec): 3 clusters
  Score: Raw -930717.727774 + Penalty 2922.298186 = -927795.429588
  nChanged 306
		SP:Iteration 11Q (19017.450000 sec): 3 clusters
  Score: Raw -930915.794971 + Penalty 2922.298186 = -927993.496786
  nChanged 276
		SP:Iteration 12Q (19017.650000 sec): 3 clusters
  Score: Raw -931114.305376 + Penalty 2922.298186 = -928192.007190
  nChanged 277
		SP:Iteration 13Q (19017.850000 sec): 3 clusters
  Score: Raw -931320.023176 + Penalty 2922.298186 = -928397.724990
  nChanged 211
		SP:Iteration 14Q (19018.010000 sec): 3 clusters
  Score: Raw -931477.577784 + Penalty 2922.298186 = -928555.279598
  nChanged 182
		SP:Iteration 15Q (19018.200000 sec): 3 clusters
  Score: Raw -931617.464437 + Penalty 2922.298186 = -928695.166251
  nChanged 160
		SP:Iteration 16Q (19018.400000 sec): 3 clusters
  Score: Raw -931733.186164 + Penalty 2922.298186 = -928810.887978
  nChanged 114
		SP:Iteration 17Q (19018.650000 sec): 3 clusters
  Score: Raw -931807.855158 + Penalty 2922.298186 = -928885.556972
  nChanged 89
		SP:Iteration 18Q (19018.850000 sec): 3 clusters
  Score: Raw -931868.511766 + Penalty 2922.298186 = -928946.213580
  nChanged 64
		SP:Iteration 19Q (19019.050000 sec): 3 clusters
  Score: Raw -931908.180084 + Penalty 2922.298186 = -928985.881898
  nChanged 47
		SP:Iteration 20F (19019.280000 sec): 3 clusters
  Score: Raw -931940.104536 + Penalty 2922.298186 = -929017.806350
  nChanged 35
		SP:Iteration 21Q (19019.490000 sec): 3 clusters
  Score: Raw -931964.699414 + Penalty 2922.298186 = -929042.401229
  nChanged 35
		SP:Iteration 22Q (19019.710000 sec): 3 clusters
  Score: Raw -931984.879894 + Penalty 2922.298186 = -929062.581708
  nChanged 22
		SP:Iteration 23Q (19019.900000 sec): 3 clusters
  Score: Raw -931999.186396 + Penalty 2922.298186 = -929076.888211
  nChanged 17
		SP:Iteration 24Q (19020.170000 sec): 3 clusters
  Score: Raw -932007.417447 + Penalty 2922.298186 = -929085.119261
  nChanged 9
		SP:Iteration 25Q (19020.390000 sec): 3 clusters
  Score: Raw -932011.399572 + Penalty 2922.298186 = -929089.101387
  nChanged 11
		SP:Iteration 26Q (19020.630000 sec): 3 clusters
  Score: Raw -932019.922230 + Penalty 2922.298186 = -929097.624044
  nChanged 8
		SP:Iteration 27Q (19020.800000 sec): 3 clusters
  Score: Raw -932025.851018 + Penalty 2922.298186 = -929103.552832
  nChanged 9
		SP:Iteration 28Q (19021.070000 sec): 3 clusters
  Score: Raw -932031.199284 + Penalty 2922.298186 = -929108.901098
  nChanged 7
		SP:Iteration 29Q (19021.270000 sec): 3 clusters
  Score: Raw -932037.308305 + Penalty 2922.298186 = -929115.010119
  nChanged 7
		SP:Iteration 30Q (19021.490000 sec): 3 clusters
  Score: Raw -932041.993190 + Penalty 2922.298186 = -929119.695004
  nChanged 5
		SP:Iteration 31Q (19021.750000 sec): 3 clusters
  Score: Raw -932044.940851 + Penalty 2922.298186 = -929122.642665
  nChanged 4
		SP:Iteration 32Q (19022.000000 sec): 3 clusters
  Score: Raw -932047.498226 + Penalty 2922.298186 = -929125.200040
  nChanged 3
		SP:Iteration 33Q (19022.260000 sec): 3 clusters
  Score: Raw -932049.643458 + Penalty 2922.298186 = -929127.345272
  nChanged 2
		SP:Iteration 34Q (19022.530000 sec): 3 clusters
  Score: Raw -932050.069910 + Penalty 2922.298186 = -929127.771724
  nChanged 1
		SP:Iteration 35Q (19022.770000 sec): 3 clusters
  Score: Raw -932050.339059 + Penalty 2922.298186 = -929128.040873
  nChanged 0
		SP:Iteration 36F (19022.980000 sec): 3 clusters
  Score: Raw -932050.339059 + Penalty 2922.298186 = -929128.040873
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19023.470000 sec): 2 clusters
  Score: Raw -9312994.935385 + Penalty 1827.661612 = -9311167.273773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19024.010000 sec): 3 clusters
  Score: Raw -9263642.737613 + Penalty 3655.323225 = -9259987.414388
  nChanged 36273
		SP:Iteration 1F (19024.520000 sec): 3 clusters
  Score: Raw -9284238.874266 + Penalty 3655.323225 = -9280583.551041
  nChanged 2887
		SP:Iteration 2Q (19025.000000 sec): 3 clusters
  Score: Raw -9285030.491426 + Penalty 3655.323225 = -9281375.168201
  nChanged 3310
		SP:Iteration 3Q (19025.490000 sec): 3 clusters
  Score: Raw -9286192.837238 + Penalty 3655.323225 = -9282537.514014
  nChanged 4211
		SP:Iteration 4F (19025.970000 sec): 3 clusters
  Score: Raw -9288234.265585 + Penalty 3655.323225 = -9284578.942360
  nChanged 5372
		SP:Iteration 5F (19026.450000 sec): 3 clusters
  Score: Raw -9291668.092054 + Penalty 3655.323225 = -9288012.768830
  nChanged 6458
		SP:Iteration 6F (19026.950000 sec): 3 clusters
  Score: Raw -9296906.401772 + Penalty 3655.323225 = -9293251.078547
  nChanged 6451
		SP:Iteration 7F (19027.470000 sec): 3 clusters
  Score: Raw -9302766.669693 + Penalty 3655.323225 = -9299111.346469
  nChanged 5102
		SP:Iteration 8F (19028.010000 sec): 3 clusters
  Score: Raw -9307621.687242 + Penalty 3655.323225 = -9303966.364017
  nChanged 3212
		SP:Iteration 9Q (19028.560000 sec): 3 clusters
  Score: Raw -9310710.047372 + Penalty 3655.323225 = -9307054.724148
  nChanged 1617
		SP:Iteration 10Q (19029.120000 sec): 3 clusters
  Score: Raw -9312218.288753 + Penalty 3655.323225 = -9308562.965528
  nChanged 598
		SP:Iteration 11Q (19029.680000 sec): 3 clusters
  Score: Raw -9312748.481676 + Penalty 3655.323225 = -9309093.158451
  nChanged 230
		SP:Iteration 12Q (19030.190000 sec): 3 clusters
  Score: Raw -9312964.689246 + Penalty 3655.323225 = -9309309.366021
  nChanged 96
		SP:Iteration 13Q (19030.740000 sec): 3 clusters
  Score: Raw -9313067.631555 + Penalty 3655.323225 = -9309412.308330
  nChanged 58
		SP:Iteration 14Q (19031.240000 sec): 3 clusters
  Score: Raw -9313134.197622 + Penalty 3655.323225 = -9309478.874398
  nChanged 45
		SP:Iteration 15Q (19031.750000 sec): 3 clusters
  Score: Raw -9313190.700415 + Penalty 3655.323225 = -9309535.377190
  nChanged 25
		SP:Iteration 16Q (19032.270000 sec): 3 clusters
  Score: Raw -9313219.029025 + Penalty 3655.323225 = -9309563.705801
  nChanged 18
		SP:Iteration 17Q (19032.740000 sec): 3 clusters
  Score: Raw -9313239.032282 + Penalty 3655.323225 = -9309583.709058
  nChanged 11
		SP:Iteration 18Q (19033.240000 sec): 3 clusters
  Score: Raw -9313247.607532 + Penalty 3655.323225 = -9309592.284307
  nChanged 11
		SP:Iteration 19Q (19033.750000 sec): 3 clusters
  Score: Raw -9313256.434591 + Penalty 3655.323225 = -9309601.111366
  nChanged 8
		SP:Iteration 20F (19034.260000 sec): 3 clusters
  Score: Raw -9313262.063107 + Penalty 3655.323225 = -9309606.739883
  nChanged 7
		SP:Iteration 21Q (19034.740000 sec): 3 clusters
  Score: Raw -9313269.361866 + Penalty 3655.323225 = -9309614.038642
  nChanged 7
		SP:Iteration 22Q (19035.280000 sec): 3 clusters
  Score: Raw -9313276.659403 + Penalty 3655.323225 = -9309621.336178
  nChanged 7
		SP:Iteration 23Q (19035.760000 sec): 3 clusters
  Score: Raw -9313282.366626 + Penalty 3655.323225 = -9309627.043402
  nChanged 3
		SP:Iteration 24Q (19036.250000 sec): 3 clusters
  Score: Raw -9313284.344823 + Penalty 3655.323225 = -9309629.021598
  nChanged 1
		SP:Iteration 25Q (19036.740000 sec): 3 clusters
  Score: Raw -9313285.876546 + Penalty 3655.323225 = -9309630.553321
  nChanged 2
		SP:Iteration 26Q (19037.250000 sec): 3 clusters
  Score: Raw -9313286.871299 + Penalty 3655.323225 = -9309631.548074
  nChanged 1
		SP:Iteration 27Q (19037.780000 sec): 3 clusters
  Score: Raw -9313287.093801 + Penalty 3655.323225 = -9309631.770577
  nChanged 0
		SP:Iteration 28F (19038.340000 sec): 3 clusters
  Score: Raw -9313287.093801 + Penalty 3655.323225 = -9309631.770577
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (18069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19038.540000 sec): 2 clusters
  Score: Raw -2092543.070767 + Penalty 1592.817369 = -2090950.253398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19038.780000 sec): 3 clusters
  Score: Raw -2081852.340833 + Penalty 3185.634739 = -2078666.706095
  nChanged 8076
		SP:Iteration 1F (19039.040000 sec): 3 clusters
  Score: Raw -2086452.916761 + Penalty 3185.634739 = -2083267.282023
  nChanged 1123
		SP:Iteration 2F (19039.320000 sec): 3 clusters
  Score: Raw -2087071.609896 + Penalty 3185.634739 = -2083885.975158
  nChanged 1089
		SP:Iteration 3F (19039.580000 sec): 3 clusters
  Score: Raw -2087640.107953 + Penalty 3185.634739 = -2084454.473214
  nChanged 972
		SP:Iteration 4F (19039.880000 sec): 3 clusters
  Score: Raw -2088144.120741 + Penalty 3185.634739 = -2084958.486002
  nChanged 957
		SP:Iteration 5F (19040.190000 sec): 3 clusters
  Score: Raw -2088697.935599 + Penalty 3185.634739 = -2085512.300861
  nChanged 873
		SP:Iteration 6Q (19040.450000 sec): 3 clusters
  Score: Raw -2089173.185601 + Penalty 3185.634739 = -2085987.550862
  nChanged 832
		SP:Iteration 7Q (19040.760000 sec): 3 clusters
  Score: Raw -2089627.948767 + Penalty 3185.634739 = -2086442.314029
  nChanged 727
		SP:Iteration 8Q (19041.070000 sec): 3 clusters
  Score: Raw -2089985.525711 + Penalty 3185.634739 = -2086799.890973
  nChanged 651
		SP:Iteration 9Q (19041.300000 sec): 3 clusters
  Score: Raw -2090283.039342 + Penalty 3185.634739 = -2087097.404603
  nChanged 550
		SP:Iteration 10Q (19041.590000 sec): 3 clusters
  Score: Raw -2090498.248372 + Penalty 3185.634739 = -2087312.613633
  nChanged 461
		SP:Iteration 11Q (19041.860000 sec): 3 clusters
  Score: Raw -2090661.852236 + Penalty 3185.634739 = -2087476.217498
  nChanged 394
		SP:Iteration 12Q (19042.110000 sec): 3 clusters
  Score: Raw -2090794.191850 + Penalty 3185.634739 = -2087608.557111
  nChanged 362
		SP:Iteration 13Q (19042.370000 sec): 3 clusters
  Score: Raw -2090914.128392 + Penalty 3185.634739 = -2087728.493654
  nChanged 323
		SP:Iteration 14Q (19042.650000 sec): 3 clusters
  Score: Raw -2091022.910817 + Penalty 3185.634739 = -2087837.276079
  nChanged 320
		SP:Iteration 15Q (19042.880000 sec): 3 clusters
  Score: Raw -2091133.161145 + Penalty 3185.634739 = -2087947.526406
  nChanged 305
		SP:Iteration 16Q (19043.140000 sec): 3 clusters
  Score: Raw -2091249.399453 + Penalty 3185.634739 = -2088063.764715
  nChanged 299
		SP:Iteration 17Q (19043.390000 sec): 3 clusters
  Score: Raw -2091363.887562 + Penalty 3185.634739 = -2088178.252824
  nChanged 269
		SP:Iteration 18Q (19043.650000 sec): 3 clusters
  Score: Raw -2091475.859832 + Penalty 3185.634739 = -2088290.225094
  nChanged 260
		SP:Iteration 19Q (19043.900000 sec): 3 clusters
  Score: Raw -2091584.354193 + Penalty 3185.634739 = -2088398.719454
  nChanged 263
		SP:Iteration 20F (19044.210000 sec): 3 clusters
  Score: Raw -2091675.440847 + Penalty 3185.634739 = -2088489.806108
  nChanged 228
		SP:Iteration 21Q (19044.460000 sec): 3 clusters
  Score: Raw -2091758.385403 + Penalty 3185.634739 = -2088572.750664
  nChanged 213
		SP:Iteration 22Q (19044.680000 sec): 3 clusters
  Score: Raw -2091843.138472 + Penalty 3185.634739 = -2088657.503733
  nChanged 212
		SP:Iteration 23Q (19044.940000 sec): 3 clusters
  Score: Raw -2091936.768901 + Penalty 3185.634739 = -2088751.134163
  nChanged 221
		SP:Iteration 24Q (19045.250000 sec): 3 clusters
  Score: Raw -2092030.833344 + Penalty 3185.634739 = -2088845.198606
  nChanged 192
		SP:Iteration 25Q (19045.520000 sec): 3 clusters
  Score: Raw -2092102.069453 + Penalty 3185.634739 = -2088916.434715
  nChanged 190
		SP:Iteration 26Q (19045.740000 sec): 3 clusters
  Score: Raw -2092165.402617 + Penalty 3185.634739 = -2088979.767878
  nChanged 143
		SP:Iteration 27Q (19046.050000 sec): 3 clusters
  Score: Raw -2092209.891837 + Penalty 3185.634739 = -2089024.257098
  nChanged 137
		SP:Iteration 28Q (19046.290000 sec): 3 clusters
  Score: Raw -2092251.943180 + Penalty 3185.634739 = -2089066.308441
  nChanged 114
		SP:Iteration 29Q (19046.550000 sec): 3 clusters
  Score: Raw -2092283.884651 + Penalty 3185.634739 = -2089098.249912
  nChanged 115
		SP:Iteration 30Q (19046.830000 sec): 3 clusters
  Score: Raw -2092322.585302 + Penalty 3185.634739 = -2089136.950563
  nChanged 111
		SP:Iteration 31Q (19047.130000 sec): 3 clusters
  Score: Raw -2092361.958512 + Penalty 3185.634739 = -2089176.323774
  nChanged 95
		SP:Iteration 32Q (19047.380000 sec): 3 clusters
  Score: Raw -2092394.834070 + Penalty 3185.634739 = -2089209.199332
  nChanged 104
		SP:Iteration 33Q (19047.570000 sec): 3 clusters
  Score: Raw -2092425.845470 + Penalty 3185.634739 = -2089240.210731
  nChanged 90
		SP:Iteration 34Q (19047.840000 sec): 3 clusters
  Score: Raw -2092451.160218 + Penalty 3185.634739 = -2089265.525479
  nChanged 67
		SP:Iteration 35Q (19048.160000 sec): 3 clusters
  Score: Raw -2092470.176381 + Penalty 3185.634739 = -2089284.541643
  nChanged 66
		SP:Iteration 36Q (19048.390000 sec): 3 clusters
  Score: Raw -2092488.167277 + Penalty 3185.634739 = -2089302.532539
  nChanged 50
		SP:Iteration 37Q (19048.710000 sec): 3 clusters
  Score: Raw -2092500.953827 + Penalty 3185.634739 = -2089315.319088
  nChanged 43
		SP:Iteration 38Q (19048.960000 sec): 3 clusters
  Score: Raw -2092509.214462 + Penalty 3185.634739 = -2089323.579723
  nChanged 40
		SP:Iteration 39Q (19049.220000 sec): 3 clusters
  Score: Raw -2092517.588010 + Penalty 3185.634739 = -2089331.953271
  nChanged 42
		SP:Iteration 40F (19049.440000 sec): 3 clusters
  Score: Raw -2092528.253899 + Penalty 3185.634739 = -2089342.619161
  nChanged 38
		SP:Iteration 41Q (19049.760000 sec): 3 clusters
  Score: Raw -2092536.938990 + Penalty 3185.634739 = -2089351.304252
  nChanged 35
		SP:Iteration 42Q (19050.040000 sec): 3 clusters
  Score: Raw -2092544.760483 + Penalty 3185.634739 = -2089359.125744
  nChanged 30
		SP:Iteration 43Q (19050.320000 sec): 3 clusters
  Score: Raw -2092551.522225 + Penalty 3185.634739 = -2089365.887486
  nChanged 20
		SP:Iteration 44Q (19050.620000 sec): 3 clusters
  Score: Raw -2092558.631270 + Penalty 3185.634739 = -2089372.996532
  nChanged 36
		SP:Iteration 45Q (19050.880000 sec): 3 clusters
  Score: Raw -2092570.573607 + Penalty 3185.634739 = -2089384.938868
  nChanged 41
		SP:Iteration 46Q (19051.130000 sec): 3 clusters
  Score: Raw -2092581.253720 + Penalty 3185.634739 = -2089395.618982
  nChanged 36
		SP:Iteration 47Q (19051.460000 sec): 3 clusters
  Score: Raw -2092589.472381 + Penalty 3185.634739 = -2089403.837642
  nChanged 31
		SP:Iteration 48Q (19051.690000 sec): 3 clusters
  Score: Raw -2092596.224507 + Penalty 3185.634739 = -2089410.589769
  nChanged 26
		SP:Iteration 49Q (19051.960000 sec): 3 clusters
  Score: Raw -2092603.033207 + Penalty 3185.634739 = -2089417.398469
  nChanged 31
		SP:Iteration 50Q (19052.220000 sec): 3 clusters
  Score: Raw -2092611.291494 + Penalty 3185.634739 = -2089425.656756
  nChanged 29
		SP:Iteration 51Q (19052.450000 sec): 3 clusters
  Score: Raw -2092621.808210 + Penalty 3185.634739 = -2089436.173472
  nChanged 32
		SP:Iteration 52Q (19052.780000 sec): 3 clusters
  Score: Raw -2092629.876845 + Penalty 3185.634739 = -2089444.242106
  nChanged 29
		SP:Iteration 53Q (19053.020000 sec): 3 clusters
  Score: Raw -2092638.761890 + Penalty 3185.634739 = -2089453.127152
  nChanged 34
		SP:Iteration 54Q (19053.250000 sec): 3 clusters
  Score: Raw -2092647.257478 + Penalty 3185.634739 = -2089461.622739
  nChanged 31
		SP:Iteration 55Q (19053.500000 sec): 3 clusters
  Score: Raw -2092655.874529 + Penalty 3185.634739 = -2089470.239791
  nChanged 26
		SP:Iteration 56Q (19053.780000 sec): 3 clusters
  Score: Raw -2092662.753827 + Penalty 3185.634739 = -2089477.119088
  nChanged 29
		SP:Iteration 57Q (19054.140000 sec): 3 clusters
  Score: Raw -2092670.923431 + Penalty 3185.634739 = -2089485.288693
  nChanged 32
		SP:Iteration 58Q (19054.460000 sec): 3 clusters
  Score: Raw -2092679.543237 + Penalty 3185.634739 = -2089493.908498
  nChanged 32
		SP:Iteration 59Q (19054.740000 sec): 3 clusters
  Score: Raw -2092688.091572 + Penalty 3185.634739 = -2089502.456834
  nChanged 31
		SP:Iteration 60F (19054.990000 sec): 3 clusters
  Score: Raw -2092696.677686 + Penalty 3185.634739 = -2089511.042948
  nChanged 23
		SP:Iteration 61Q (19055.290000 sec): 3 clusters
  Score: Raw -2092704.500548 + Penalty 3185.634739 = -2089518.865809
  nChanged 23
		SP:Iteration 62Q (19055.580000 sec): 3 clusters
  Score: Raw -2092711.177318 + Penalty 3185.634739 = -2089525.542579
  nChanged 15
		SP:Iteration 63Q (19055.890000 sec): 3 clusters
  Score: Raw -2092714.841197 + Penalty 3185.634739 = -2089529.206458
  nChanged 18
		SP:Iteration 64Q (19056.230000 sec): 3 clusters
  Score: Raw -2092719.418124 + Penalty 3185.634739 = -2089533.783385
  nChanged 19
		SP:Iteration 65Q (19056.490000 sec): 3 clusters
  Score: Raw -2092724.033784 + Penalty 3185.634739 = -2089538.399045
  nChanged 17
		SP:Iteration 66Q (19056.770000 sec): 3 clusters
  Score: Raw -2092728.454807 + Penalty 3185.634739 = -2089542.820068
  nChanged 15
		SP:Iteration 67Q (19057.050000 sec): 3 clusters
  Score: Raw -2092732.720184 + Penalty 3185.634739 = -2089547.085445
  nChanged 16
		SP:Iteration 68Q (19057.340000 sec): 3 clusters
  Score: Raw -2092738.240934 + Penalty 3185.634739 = -2089552.606195
  nChanged 16
		SP:Iteration 69Q (19057.620000 sec): 3 clusters
  Score: Raw -2092743.315216 + Penalty 3185.634739 = -2089557.680478
  nChanged 16
		SP:Iteration 70Q (19057.910000 sec): 3 clusters
  Score: Raw -2092748.697599 + Penalty 3185.634739 = -2089563.062860
  nChanged 14
		SP:Iteration 71Q (19058.190000 sec): 3 clusters
  Score: Raw -2092752.767684 + Penalty 3185.634739 = -2089567.132945
  nChanged 14
		SP:Iteration 72Q (19058.450000 sec): 3 clusters
  Score: Raw -2092756.463472 + Penalty 3185.634739 = -2089570.828734
  nChanged 11
		SP:Iteration 73Q (19058.770000 sec): 3 clusters
  Score: Raw -2092760.579637 + Penalty 3185.634739 = -2089574.944899
  nChanged 9
		SP:Iteration 74Q (19059.120000 sec): 3 clusters
  Score: Raw -2092763.736286 + Penalty 3185.634739 = -2089578.101548
  nChanged 11
		SP:Iteration 75Q (19059.430000 sec): 3 clusters
  Score: Raw -2092767.396814 + Penalty 3185.634739 = -2089581.762076
  nChanged 15
		SP:Iteration 76Q (19059.710000 sec): 3 clusters
  Score: Raw -2092771.528480 + Penalty 3185.634739 = -2089585.893742
  nChanged 10
		SP:Iteration 77Q (19060.010000 sec): 3 clusters
  Score: Raw -2092773.746113 + Penalty 3185.634739 = -2089588.111375
  nChanged 10
		SP:Iteration 78Q (19060.320000 sec): 3 clusters
  Score: Raw -2092777.266853 + Penalty 3185.634739 = -2089591.632115
  nChanged 9
		SP:Iteration 79Q (19060.550000 sec): 3 clusters
  Score: Raw -2092779.926537 + Penalty 3185.634739 = -2089594.291798
  nChanged 7
		SP:Iteration 80F (19060.830000 sec): 3 clusters
  Score: Raw -2092781.885624 + Penalty 3185.634739 = -2089596.250886
  nChanged 10
		SP:Iteration 81Q (19061.090000 sec): 3 clusters
  Score: Raw -2092784.893950 + Penalty 3185.634739 = -2089599.259212
  nChanged 11
		SP:Iteration 82Q (19061.370000 sec): 3 clusters
  Score: Raw -2092789.323661 + Penalty 3185.634739 = -2089603.688923
  nChanged 11
		SP:Iteration 83Q (19061.650000 sec): 3 clusters
  Score: Raw -2092791.405799 + Penalty 3185.634739 = -2089605.771060
  nChanged 10
		SP:Iteration 84Q (19061.880000 sec): 3 clusters
  Score: Raw -2092794.263260 + Penalty 3185.634739 = -2089608.628521
  nChanged 5
		SP:Iteration 85Q (19062.170000 sec): 3 clusters
  Score: Raw -2092795.575426 + Penalty 3185.634739 = -2089609.940687
  nChanged 5
		SP:Iteration 86Q (19062.410000 sec): 3 clusters
  Score: Raw -2092797.385769 + Penalty 3185.634739 = -2089611.751030
  nChanged 7
		SP:Iteration 87Q (19062.690000 sec): 3 clusters
  Score: Raw -2092800.831250 + Penalty 3185.634739 = -2089615.196512
  nChanged 12
		SP:Iteration 88Q (19062.950000 sec): 3 clusters
  Score: Raw -2092805.082799 + Penalty 3185.634739 = -2089619.448061
  nChanged 10
		SP:Iteration 89Q (19063.230000 sec): 3 clusters
  Score: Raw -2092807.833709 + Penalty 3185.634739 = -2089622.198970
  nChanged 9
		SP:Iteration 90Q (19063.490000 sec): 3 clusters
  Score: Raw -2092811.056820 + Penalty 3185.634739 = -2089625.422082
  nChanged 10
		SP:Iteration 91Q (19063.810000 sec): 3 clusters
  Score: Raw -2092813.948029 + Penalty 3185.634739 = -2089628.313290
  nChanged 8
		SP:Iteration 92Q (19064.040000 sec): 3 clusters
  Score: Raw -2092816.407787 + Penalty 3185.634739 = -2089630.773048
  nChanged 10
		SP:Iteration 93Q (19064.300000 sec): 3 clusters
  Score: Raw -2092819.475131 + Penalty 3185.634739 = -2089633.840392
  nChanged 7
		SP:Iteration 94Q (19064.540000 sec): 3 clusters
  Score: Raw -2092821.998967 + Penalty 3185.634739 = -2089636.364228
  nChanged 6
		SP:Iteration 95Q (19064.780000 sec): 3 clusters
  Score: Raw -2092823.849909 + Penalty 3185.634739 = -2089638.215170
  nChanged 3
		SP:Iteration 96Q (19065.020000 sec): 3 clusters
  Score: Raw -2092824.827793 + Penalty 3185.634739 = -2089639.193054
  nChanged 5
		SP:Iteration 97Q (19065.230000 sec): 3 clusters
  Score: Raw -2092825.597538 + Penalty 3185.634739 = -2089639.962799
  nChanged 1
		SP:Iteration 98Q (19065.480000 sec): 3 clusters
  Score: Raw -2092826.265027 + Penalty 3185.634739 = -2089640.630289
  nChanged 3
		SP:Iteration 99Q (19065.690000 sec): 3 clusters
  Score: Raw -2092827.621621 + Penalty 3185.634739 = -2089641.986883
  nChanged 2
		SP:Iteration 100F (19065.960000 sec): 3 clusters
  Score: Raw -2092828.299196 + Penalty 3185.634739 = -2089642.664458
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19066.120000 sec): 2 clusters
  Score: Raw -248125.053416 + Penalty 1247.878357 = -246877.175060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19066.340000 sec): 3 clusters
  Score: Raw -247236.139616 + Penalty 2495.756713 = -244740.382903
  nChanged 776
		SP:Iteration 1F (19066.550000 sec): 3 clusters
  Score: Raw -248000.468377 + Penalty 2495.756713 = -245504.711664
  nChanged 261
		SP:Iteration 2F (19066.700000 sec): 3 clusters
  Score: Raw -248364.690749 + Penalty 2495.756713 = -245868.934036
  nChanged 165
		SP:Iteration 3F (19066.900000 sec): 3 clusters
  Score: Raw -248548.403020 + Penalty 2495.756713 = -246052.646306
  nChanged 94
		SP:Iteration 4Q (19067.120000 sec): 3 clusters
  Score: Raw -248635.224786 + Penalty 2495.756713 = -246139.468073
  nChanged 55
		SP:Iteration 5Q (19067.300000 sec): 3 clusters
  Score: Raw -248673.704942 + Penalty 2495.756713 = -246177.948229
  nChanged 30
		SP:Iteration 6Q (19067.480000 sec): 3 clusters
  Score: Raw -248701.066977 + Penalty 2495.756713 = -246205.310264
  nChanged 26
		SP:Iteration 7Q (19067.610000 sec): 3 clusters
  Score: Raw -248721.353651 + Penalty 2495.756713 = -246225.596937
  nChanged 27
		SP:Iteration 8Q (19067.870000 sec): 3 clusters
  Score: Raw -248743.996343 + Penalty 2495.756713 = -246248.239630
  nChanged 22
		SP:Iteration 9Q (19068.020000 sec): 3 clusters
  Score: Raw -248762.039794 + Penalty 2495.756713 = -246266.283080
  nChanged 17
		SP:Iteration 10Q (19068.170000 sec): 3 clusters
  Score: Raw -248772.878205 + Penalty 2495.756713 = -246277.121492
  nChanged 12
		SP:Iteration 11Q (19068.400000 sec): 3 clusters
  Score: Raw -248779.404995 + Penalty 2495.756713 = -246283.648282
  nChanged 10
		SP:Iteration 12Q (19068.600000 sec): 3 clusters
  Score: Raw -248782.644109 + Penalty 2495.756713 = -246286.887395
  nChanged 4
		SP:Iteration 13Q (19068.740000 sec): 3 clusters
  Score: Raw -248783.831806 + Penalty 2495.756713 = -246288.075093
  nChanged 1
		SP:Iteration 14Q (19068.950000 sec): 3 clusters
  Score: Raw -248784.109352 + Penalty 2495.756713 = -246288.352639
  nChanged 2
		SP:Iteration 15Q (19069.140000 sec): 3 clusters
  Score: Raw -248784.773042 + Penalty 2495.756713 = -246289.016329
  nChanged 1
		SP:Iteration 16Q (19069.340000 sec): 3 clusters
  Score: Raw -248785.127107 + Penalty 2495.756713 = -246289.370394
  nChanged 1
		SP:Iteration 17Q (19069.560000 sec): 3 clusters
  Score: Raw -248785.589740 + Penalty 2495.756713 = -246289.833026
  nChanged 0
		SP:Iteration 18F (19069.730000 sec): 3 clusters
  Score: Raw -248785.589740 + Penalty 2495.756713 = -246289.833026
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (2419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19069.930000 sec): 2 clusters
  Score: Raw -275103.157294 + Penalty 1266.055295 = -273837.101998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19070.130000 sec): 3 clusters
  Score: Raw -274026.450509 + Penalty 2532.110591 = -271494.339918
  nChanged 869
		SP:Iteration 1F (19070.340000 sec): 3 clusters
  Score: Raw -274562.786416 + Penalty 2532.110591 = -272030.675825
  nChanged 194
		SP:Iteration 2F (19070.530000 sec): 3 clusters
  Score: Raw -274715.570417 + Penalty 2532.110591 = -272183.459826
  nChanged 128
		SP:Iteration 3F (19070.650000 sec): 3 clusters
  Score: Raw -274808.632167 + Penalty 2532.110591 = -272276.521576
  nChanged 106
		SP:Iteration 4Q (19070.850000 sec): 3 clusters
  Score: Raw -274892.260118 + Penalty 2532.110591 = -272360.149528
  nChanged 97
		SP:Iteration 5Q (19070.990000 sec): 3 clusters
  Score: Raw -274979.721068 + Penalty 2532.110591 = -272447.610477
  nChanged 90
		SP:Iteration 6Q (19071.130000 sec): 3 clusters
  Score: Raw -275067.481724 + Penalty 2532.110591 = -272535.371133
  nChanged 89
		SP:Iteration 7Q (19071.280000 sec): 3 clusters
  Score: Raw -275152.571440 + Penalty 2532.110591 = -272620.460849
  nChanged 83
		SP:Iteration 8Q (19071.420000 sec): 3 clusters
  Score: Raw -275238.293291 + Penalty 2532.110591 = -272706.182700
  nChanged 79
		SP:Iteration 9Q (19071.570000 sec): 3 clusters
  Score: Raw -275325.682041 + Penalty 2532.110591 = -272793.571450
  nChanged 71
		SP:Iteration 10Q (19071.710000 sec): 3 clusters
  Score: Raw -275398.313992 + Penalty 2532.110591 = -272866.203401
  nChanged 63
		SP:Iteration 11Q (19071.900000 sec): 3 clusters
  Score: Raw -275458.465622 + Penalty 2532.110591 = -272926.355032
  nChanged 40
		SP:Iteration 12Q (19072.050000 sec): 3 clusters
  Score: Raw -275496.507929 + Penalty 2532.110591 = -272964.397338
  nChanged 37
		SP:Iteration 13Q (19072.190000 sec): 3 clusters
  Score: Raw -275529.547208 + Penalty 2532.110591 = -272997.436617
  nChanged 34
		SP:Iteration 14Q (19072.330000 sec): 3 clusters
  Score: Raw -275558.403802 + Penalty 2532.110591 = -273026.293211
  nChanged 17
		SP:Iteration 15Q (19072.480000 sec): 3 clusters
  Score: Raw -275569.326732 + Penalty 2532.110591 = -273037.216141
  nChanged 20
		SP:Iteration 16Q (19072.620000 sec): 3 clusters
  Score: Raw -275580.372112 + Penalty 2532.110591 = -273048.261521
  nChanged 15
		SP:Iteration 17Q (19072.770000 sec): 3 clusters
  Score: Raw -275587.527974 + Penalty 2532.110591 = -273055.417383
  nChanged 7
		SP:Iteration 18Q (19072.910000 sec): 3 clusters
  Score: Raw -275591.341552 + Penalty 2532.110591 = -273059.230961
  nChanged 10
		SP:Iteration 19Q (19073.050000 sec): 3 clusters
  Score: Raw -275596.792222 + Penalty 2532.110591 = -273064.681631
  nChanged 6
		SP:Iteration 20F (19073.220000 sec): 3 clusters
  Score: Raw -275599.910323 + Penalty 2532.110591 = -273067.799732
  nChanged 7
		SP:Iteration 21Q (19073.460000 sec): 3 clusters
  Score: Raw -275603.777626 + Penalty 2532.110591 = -273071.667035
  nChanged 4
		SP:Iteration 22Q (19073.650000 sec): 3 clusters
  Score: Raw -275606.118833 + Penalty 2532.110591 = -273074.008242
  nChanged 3
		SP:Iteration 23Q (19073.860000 sec): 3 clusters
  Score: Raw -275607.267901 + Penalty 2532.110591 = -273075.157310
  nChanged 1
		SP:Iteration 24Q (19074.090000 sec): 3 clusters
  Score: Raw -275607.411957 + Penalty 2532.110591 = -273075.301366
  nChanged 0
		SP:Iteration 25F (19074.350000 sec): 3 clusters
  Score: Raw -275607.411957 + Penalty 2532.110591 = -273075.301366
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19074.510000 sec): 2 clusters
  Score: Raw -1130195.784080 + Penalty 1486.642844 = -1128709.141237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19074.700000 sec): 3 clusters
  Score: Raw -1124968.160262 + Penalty 2973.285687 = -1121994.874575
  nChanged 4014
		SP:Iteration 1F (19074.970000 sec): 3 clusters
  Score: Raw -1127285.106041 + Penalty 2973.285687 = -1124311.820354
  nChanged 684
		SP:Iteration 2F (19075.210000 sec): 3 clusters
  Score: Raw -1127729.211419 + Penalty 2973.285687 = -1124755.925732
  nChanged 680
		SP:Iteration 3F (19075.470000 sec): 3 clusters
  Score: Raw -1128272.238289 + Penalty 2973.285687 = -1125298.952602
  nChanged 731
		SP:Iteration 4F (19075.710000 sec): 3 clusters
  Score: Raw -1128913.186265 + Penalty 2973.285687 = -1125939.900578
  nChanged 669
		SP:Iteration 5F (19075.960000 sec): 3 clusters
  Score: Raw -1129495.113490 + Penalty 2973.285687 = -1126521.827802
  nChanged 482
		SP:Iteration 6F (19076.190000 sec): 3 clusters
  Score: Raw -1129869.660189 + Penalty 2973.285687 = -1126896.374502
  nChanged 307
		SP:Iteration 7Q (19076.470000 sec): 3 clusters
  Score: Raw -1130100.380274 + Penalty 2973.285687 = -1127127.094586
  nChanged 193
		SP:Iteration 8Q (19076.730000 sec): 3 clusters
  Score: Raw -1130224.637345 + Penalty 2973.285687 = -1127251.351657
  nChanged 136
		SP:Iteration 9Q (19076.980000 sec): 3 clusters
  Score: Raw -1130294.385343 + Penalty 2973.285687 = -1127321.099656
  nChanged 98
		SP:Iteration 10Q (19077.260000 sec): 3 clusters
  Score: Raw -1130341.530144 + Penalty 2973.285687 = -1127368.244456
  nChanged 66
		SP:Iteration 11Q (19077.480000 sec): 3 clusters
  Score: Raw -1130373.951832 + Penalty 2973.285687 = -1127400.666145
  nChanged 58
		SP:Iteration 12Q (19077.700000 sec): 3 clusters
  Score: Raw -1130400.089977 + Penalty 2973.285687 = -1127426.804290
  nChanged 42
		SP:Iteration 13Q (19077.950000 sec): 3 clusters
  Score: Raw -1130415.109889 + Penalty 2973.285687 = -1127441.824202
  nChanged 31
		SP:Iteration 14Q (19078.180000 sec): 3 clusters
  Score: Raw -1130427.986997 + Penalty 2973.285687 = -1127454.701310
  nChanged 26
		SP:Iteration 15Q (19078.390000 sec): 3 clusters
  Score: Raw -1130437.655058 + Penalty 2973.285687 = -1127464.369370
  nChanged 19
		SP:Iteration 16Q (19078.650000 sec): 3 clusters
  Score: Raw -1130446.665433 + Penalty 2973.285687 = -1127473.379746
  nChanged 27
		SP:Iteration 17Q (19078.890000 sec): 3 clusters
  Score: Raw -1130459.872150 + Penalty 2973.285687 = -1127486.586463
  nChanged 29
		SP:Iteration 18Q (19079.140000 sec): 3 clusters
  Score: Raw -1130474.380733 + Penalty 2973.285687 = -1127501.095046
  nChanged 22
		SP:Iteration 19Q (19079.380000 sec): 3 clusters
  Score: Raw -1130481.825665 + Penalty 2973.285687 = -1127508.539978
  nChanged 14
		SP:Iteration 20F (19079.610000 sec): 3 clusters
  Score: Raw -1130487.450256 + Penalty 2973.285687 = -1127514.164568
  nChanged 13
		SP:Iteration 21Q (19079.850000 sec): 3 clusters
  Score: Raw -1130491.503972 + Penalty 2973.285687 = -1127518.218284
  nChanged 11
		SP:Iteration 22Q (19080.120000 sec): 3 clusters
  Score: Raw -1130495.109984 + Penalty 2973.285687 = -1127521.824297
  nChanged 10
		SP:Iteration 23Q (19080.360000 sec): 3 clusters
  Score: Raw -1130498.200941 + Penalty 2973.285687 = -1127524.915253
  nChanged 9
		SP:Iteration 24Q (19080.600000 sec): 3 clusters
  Score: Raw -1130501.127237 + Penalty 2973.285687 = -1127527.841550
  nChanged 9
		SP:Iteration 25Q (19080.780000 sec): 3 clusters
  Score: Raw -1130503.464479 + Penalty 2973.285687 = -1127530.178792
  nChanged 4
		SP:Iteration 26Q (19081.020000 sec): 3 clusters
  Score: Raw -1130505.046813 + Penalty 2973.285687 = -1127531.761126
  nChanged 5
		SP:Iteration 27Q (19081.220000 sec): 3 clusters
  Score: Raw -1130506.611974 + Penalty 2973.285687 = -1127533.326287
  nChanged 3
		SP:Iteration 28Q (19081.490000 sec): 3 clusters
  Score: Raw -1130507.010254 + Penalty 2973.285687 = -1127533.724567
  nChanged 0
		SP:Iteration 29F (19081.740000 sec): 3 clusters
  Score: Raw -1130507.010254 + Penalty 2973.285687 = -1127533.724567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19081.910000 sec): 2 clusters
  Score: Raw -1233983.716875 + Penalty 1500.137032 = -1232483.579843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19082.180000 sec): 3 clusters
  Score: Raw -1228243.172888 + Penalty 3000.274065 = -1225242.898823
  nChanged 4338
		SP:Iteration 1F (19082.410000 sec): 3 clusters
  Score: Raw -1230529.680744 + Penalty 3000.274065 = -1227529.406679
  nChanged 598
		SP:Iteration 2F (19082.660000 sec): 3 clusters
  Score: Raw -1230809.632318 + Penalty 3000.274065 = -1227809.358253
  nChanged 536
		SP:Iteration 3F (19082.900000 sec): 3 clusters
  Score: Raw -1231057.199970 + Penalty 3000.274065 = -1228056.925905
  nChanged 522
		SP:Iteration 4F (19083.150000 sec): 3 clusters
  Score: Raw -1231353.542751 + Penalty 3000.274065 = -1228353.268686
  nChanged 556
		SP:Iteration 5F (19083.400000 sec): 3 clusters
  Score: Raw -1231677.123889 + Penalty 3000.274065 = -1228676.849824
  nChanged 536
		SP:Iteration 6F (19083.640000 sec): 3 clusters
  Score: Raw -1231991.343756 + Penalty 3000.274065 = -1228991.069691
  nChanged 519
		SP:Iteration 7F (19083.960000 sec): 3 clusters
  Score: Raw -1232294.300462 + Penalty 3000.274065 = -1229294.026397
  nChanged 479
		SP:Iteration 8Q (19084.180000 sec): 3 clusters
  Score: Raw -1232568.173533 + Penalty 3000.274065 = -1229567.899469
  nChanged 393
		SP:Iteration 9Q (19084.450000 sec): 3 clusters
  Score: Raw -1232781.819195 + Penalty 3000.274065 = -1229781.545130
  nChanged 315
		SP:Iteration 10Q (19084.730000 sec): 3 clusters
  Score: Raw -1232953.912691 + Penalty 3000.274065 = -1229953.638626
  nChanged 294
		SP:Iteration 11Q (19085.070000 sec): 3 clusters
  Score: Raw -1233099.763631 + Penalty 3000.274065 = -1230099.489567
  nChanged 252
		SP:Iteration 12Q (19085.360000 sec): 3 clusters
  Score: Raw -1233229.678334 + Penalty 3000.274065 = -1230229.404269
  nChanged 208
		SP:Iteration 13Q (19085.620000 sec): 3 clusters
  Score: Raw -1233341.683368 + Penalty 3000.274065 = -1230341.409303
  nChanged 187
		SP:Iteration 14Q (19085.880000 sec): 3 clusters
  Score: Raw -1233436.933910 + Penalty 3000.274065 = -1230436.659846
  nChanged 158
		SP:Iteration 15Q (19086.150000 sec): 3 clusters
  Score: Raw -1233516.225480 + Penalty 3000.274065 = -1230515.951415
  nChanged 133
		SP:Iteration 16Q (19086.390000 sec): 3 clusters
  Score: Raw -1233575.709797 + Penalty 3000.274065 = -1230575.435732
  nChanged 121
		SP:Iteration 17Q (19086.640000 sec): 3 clusters
  Score: Raw -1233634.507082 + Penalty 3000.274065 = -1230634.233017
  nChanged 128
		SP:Iteration 18Q (19086.930000 sec): 3 clusters
  Score: Raw -1233697.625848 + Penalty 3000.274065 = -1230697.351783
  nChanged 116
		SP:Iteration 19Q (19087.110000 sec): 3 clusters
  Score: Raw -1233746.807632 + Penalty 3000.274065 = -1230746.533567
  nChanged 99
		SP:Iteration 20F (19087.350000 sec): 3 clusters
  Score: Raw -1233790.839381 + Penalty 3000.274065 = -1230790.565316
  nChanged 89
		SP:Iteration 21Q (19087.590000 sec): 3 clusters
  Score: Raw -1233833.047820 + Penalty 3000.274065 = -1230832.773755
  nChanged 88
		SP:Iteration 22Q (19087.830000 sec): 3 clusters
  Score: Raw -1233871.781862 + Penalty 3000.274065 = -1230871.507797
  nChanged 76
		SP:Iteration 23Q (19088.040000 sec): 3 clusters
  Score: Raw -1233909.776911 + Penalty 3000.274065 = -1230909.502847
  nChanged 90
		SP:Iteration 24Q (19088.290000 sec): 3 clusters
  Score: Raw -1233953.395870 + Penalty 3000.274065 = -1230953.121805
  nChanged 90
		SP:Iteration 25Q (19088.550000 sec): 3 clusters
  Score: Raw -1233996.351646 + Penalty 3000.274065 = -1230996.077581
  nChanged 68
		SP:Iteration 26Q (19088.730000 sec): 3 clusters
  Score: Raw -1234022.560522 + Penalty 3000.274065 = -1231022.286457
  nChanged 65
		SP:Iteration 27Q (19089.010000 sec): 3 clusters
  Score: Raw -1234052.365077 + Penalty 3000.274065 = -1231052.091012
  nChanged 70
		SP:Iteration 28Q (19089.270000 sec): 3 clusters
  Score: Raw -1234084.799842 + Penalty 3000.274065 = -1231084.525777
  nChanged 62
		SP:Iteration 29Q (19089.510000 sec): 3 clusters
  Score: Raw -1234117.268701 + Penalty 3000.274065 = -1231116.994636
  nChanged 69
		SP:Iteration 30Q (19089.750000 sec): 3 clusters
  Score: Raw -1234147.002019 + Penalty 3000.274065 = -1231146.727954
  nChanged 62
		SP:Iteration 31Q (19090.010000 sec): 3 clusters
  Score: Raw -1234177.110129 + Penalty 3000.274065 = -1231176.836064
  nChanged 52
		SP:Iteration 32Q (19090.230000 sec): 3 clusters
  Score: Raw -1234204.320218 + Penalty 3000.274065 = -1231204.046153
  nChanged 62
		SP:Iteration 33Q (19090.460000 sec): 3 clusters
  Score: Raw -1234236.829705 + Penalty 3000.274065 = -1231236.555640
  nChanged 61
		SP:Iteration 34Q (19090.690000 sec): 3 clusters
  Score: Raw -1234265.466561 + Penalty 3000.274065 = -1231265.192496
  nChanged 50
		SP:Iteration 35Q (19090.920000 sec): 3 clusters
  Score: Raw -1234284.646656 + Penalty 3000.274065 = -1231284.372592
  nChanged 41
		SP:Iteration 36Q (19091.170000 sec): 3 clusters
  Score: Raw -1234299.730167 + Penalty 3000.274065 = -1231299.456102
  nChanged 36
		SP:Iteration 37Q (19091.390000 sec): 3 clusters
  Score: Raw -1234311.746152 + Penalty 3000.274065 = -1231311.472087
  nChanged 33
		SP:Iteration 38Q (19091.590000 sec): 3 clusters
  Score: Raw -1234325.789879 + Penalty 3000.274065 = -1231325.515814
  nChanged 34
		SP:Iteration 39Q (19091.840000 sec): 3 clusters
  Score: Raw -1234335.532434 + Penalty 3000.274065 = -1231335.258369
  nChanged 21
		SP:Iteration 40F (19092.070000 sec): 3 clusters
  Score: Raw -1234343.222526 + Penalty 3000.274065 = -1231342.948461
  nChanged 18
		SP:Iteration 41Q (19092.260000 sec): 3 clusters
  Score: Raw -1234348.729923 + Penalty 3000.274065 = -1231348.455858
  nChanged 13
		SP:Iteration 42Q (19092.480000 sec): 3 clusters
  Score: Raw -1234354.017886 + Penalty 3000.274065 = -1231353.743821
  nChanged 15
		SP:Iteration 43Q (19092.720000 sec): 3 clusters
  Score: Raw -1234360.138399 + Penalty 3000.274065 = -1231359.864335
  nChanged 20
		SP:Iteration 44Q (19092.940000 sec): 3 clusters
  Score: Raw -1234366.041621 + Penalty 3000.274065 = -1231365.767556
  nChanged 16
		SP:Iteration 45Q (19093.100000 sec): 3 clusters
  Score: Raw -1234371.603007 + Penalty 3000.274065 = -1231371.328942
  nChanged 12
		SP:Iteration 46Q (19093.340000 sec): 3 clusters
  Score: Raw -1234375.630489 + Penalty 3000.274065 = -1231375.356424
  nChanged 16
		SP:Iteration 47Q (19093.530000 sec): 3 clusters
  Score: Raw -1234379.126172 + Penalty 3000.274065 = -1231378.852107
  nChanged 5
		SP:Iteration 48Q (19093.730000 sec): 3 clusters
  Score: Raw -1234379.944484 + Penalty 3000.274065 = -1231379.670419
  nChanged 5
		SP:Iteration 49Q (19093.970000 sec): 3 clusters
  Score: Raw -1234381.070712 + Penalty 3000.274065 = -1231380.796647
  nChanged 5
		SP:Iteration 50Q (19094.180000 sec): 3 clusters
  Score: Raw -1234382.382090 + Penalty 3000.274065 = -1231382.108025
  nChanged 6
		SP:Iteration 51Q (19094.410000 sec): 3 clusters
  Score: Raw -1234384.667077 + Penalty 3000.274065 = -1231384.393012
  nChanged 6
		SP:Iteration 52Q (19094.580000 sec): 3 clusters
  Score: Raw -1234386.444456 + Penalty 3000.274065 = -1231386.170391
  nChanged 4
		SP:Iteration 53Q (19094.810000 sec): 3 clusters
  Score: Raw -1234387.907501 + Penalty 3000.274065 = -1231387.633436
  nChanged 4
		SP:Iteration 54Q (19095.070000 sec): 3 clusters
  Score: Raw -1234388.740488 + Penalty 3000.274065 = -1231388.466423
  nChanged 2
		SP:Iteration 55Q (19095.320000 sec): 3 clusters
  Score: Raw -1234389.317311 + Penalty 3000.274065 = -1231389.043246
  nChanged 1
		SP:Iteration 56Q (19095.550000 sec): 3 clusters
  Score: Raw -1234389.721578 + Penalty 3000.274065 = -1231389.447513
  nChanged 1
		SP:Iteration 57Q (19095.750000 sec): 3 clusters
  Score: Raw -1234390.458785 + Penalty 3000.274065 = -1231390.184721
  nChanged 4
		SP:Iteration 58Q (19095.960000 sec): 3 clusters
  Score: Raw -1234391.209854 + Penalty 3000.274065 = -1231390.935789
  nChanged 3
		SP:Iteration 59Q (19096.190000 sec): 3 clusters
  Score: Raw -1234391.873225 + Penalty 3000.274065 = -1231391.599160
  nChanged 1
		SP:Iteration 60F (19096.400000 sec): 3 clusters
  Score: Raw -1234392.134831 + Penalty 3000.274065 = -1231391.860766
  nChanged 1
		SP:Iteration 61Q (19096.660000 sec): 3 clusters
  Score: Raw -1234392.272530 + Penalty 3000.274065 = -1231391.998465
  nChanged 0
		SP:Iteration 62F (19096.910000 sec): 3 clusters
  Score: Raw -1234392.272530 + Penalty 3000.274065 = -1231391.998465
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (24218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19097.110000 sec): 2 clusters
  Score: Raw -2842581.477136 + Penalty 1640.413359 = -2840941.063778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19097.510000 sec): 3 clusters
  Score: Raw -2827788.776806 + Penalty 3280.826717 = -2824507.950089
  nChanged 11000
		SP:Iteration 1F (19097.860000 sec): 3 clusters
  Score: Raw -2834322.883152 + Penalty 3280.826717 = -2831042.056435
  nChanged 1451
		SP:Iteration 2F (19098.140000 sec): 3 clusters
  Score: Raw -2835090.576203 + Penalty 3280.826717 = -2831809.749486
  nChanged 1460
		SP:Iteration 3F (19098.500000 sec): 3 clusters
  Score: Raw -2835959.049709 + Penalty 3280.826717 = -2832678.222992
  nChanged 1565
		SP:Iteration 4F (19098.840000 sec): 3 clusters
  Score: Raw -2836915.953633 + Penalty 3280.826717 = -2833635.126916
  nChanged 1527
		SP:Iteration 5F (19099.090000 sec): 3 clusters
  Score: Raw -2837793.345779 + Penalty 3280.826717 = -2834512.519062
  nChanged 1365
		SP:Iteration 6F (19099.380000 sec): 3 clusters
  Score: Raw -2838527.660019 + Penalty 3280.826717 = -2835246.833301
  nChanged 1130
		SP:Iteration 7Q (19099.680000 sec): 3 clusters
  Score: Raw -2839096.953188 + Penalty 3280.826717 = -2835816.126471
  nChanged 891
		SP:Iteration 8Q (19099.960000 sec): 3 clusters
  Score: Raw -2839520.699137 + Penalty 3280.826717 = -2836239.872420
  nChanged 729
		SP:Iteration 9Q (19100.250000 sec): 3 clusters
  Score: Raw -2839849.432475 + Penalty 3280.826717 = -2836568.605758
  nChanged 603
		SP:Iteration 10Q (19100.560000 sec): 3 clusters
  Score: Raw -2840104.626637 + Penalty 3280.826717 = -2836823.799920
  nChanged 539
		SP:Iteration 11Q (19100.890000 sec): 3 clusters
  Score: Raw -2840320.330571 + Penalty 3280.826717 = -2837039.503854
  nChanged 492
		SP:Iteration 12Q (19101.270000 sec): 3 clusters
  Score: Raw -2840518.391015 + Penalty 3280.826717 = -2837237.564298
  nChanged 482
		SP:Iteration 13Q (19101.580000 sec): 3 clusters
  Score: Raw -2840726.822160 + Penalty 3280.826717 = -2837445.995443
  nChanged 497
		SP:Iteration 14Q (19101.890000 sec): 3 clusters
  Score: Raw -2840946.658319 + Penalty 3280.826717 = -2837665.831601
  nChanged 495
		SP:Iteration 15Q (19102.220000 sec): 3 clusters
  Score: Raw -2841216.934158 + Penalty 3280.826717 = -2837936.107440
  nChanged 535
		SP:Iteration 16Q (19102.540000 sec): 3 clusters
  Score: Raw -2841566.499803 + Penalty 3280.826717 = -2838285.673086
  nChanged 506
		SP:Iteration 17Q (19102.880000 sec): 3 clusters
  Score: Raw -2841911.298123 + Penalty 3280.826717 = -2838630.471406
  nChanged 454
		SP:Iteration 18Q (19103.170000 sec): 3 clusters
  Score: Raw -2842237.151972 + Penalty 3280.826717 = -2838956.325255
  nChanged 390
		SP:Iteration 19Q (19103.480000 sec): 3 clusters
  Score: Raw -2842487.617562 + Penalty 3280.826717 = -2839206.790845
  nChanged 312
		SP:Iteration 20F (19103.760000 sec): 3 clusters
  Score: Raw -2842658.296000 + Penalty 3280.826717 = -2839377.469283
  nChanged 258
		SP:Iteration 21Q (19104.140000 sec): 3 clusters
  Score: Raw -2842776.865322 + Penalty 3280.826717 = -2839496.038605
  nChanged 192
		SP:Iteration 22Q (19104.420000 sec): 3 clusters
  Score: Raw -2842852.963447 + Penalty 3280.826717 = -2839572.136730
  nChanged 163
		SP:Iteration 23Q (19104.710000 sec): 3 clusters
  Score: Raw -2842908.235288 + Penalty 3280.826717 = -2839627.408571
  nChanged 125
		SP:Iteration 24Q (19105.070000 sec): 3 clusters
  Score: Raw -2842951.532419 + Penalty 3280.826717 = -2839670.705702
  nChanged 109
		SP:Iteration 25Q (19105.310000 sec): 3 clusters
  Score: Raw -2842984.564506 + Penalty 3280.826717 = -2839703.737789
  nChanged 79
		SP:Iteration 26Q (19105.580000 sec): 3 clusters
  Score: Raw -2843007.215274 + Penalty 3280.826717 = -2839726.388557
  nChanged 81
		SP:Iteration 27Q (19105.870000 sec): 3 clusters
  Score: Raw -2843029.589743 + Penalty 3280.826717 = -2839748.763026
  nChanged 67
		SP:Iteration 28Q (19106.220000 sec): 3 clusters
  Score: Raw -2843045.539596 + Penalty 3280.826717 = -2839764.712879
  nChanged 56
		SP:Iteration 29Q (19106.540000 sec): 3 clusters
  Score: Raw -2843058.191244 + Penalty 3280.826717 = -2839777.364527
  nChanged 45
		SP:Iteration 30Q (19106.810000 sec): 3 clusters
  Score: Raw -2843068.312183 + Penalty 3280.826717 = -2839787.485466
  nChanged 44
		SP:Iteration 31Q (19107.140000 sec): 3 clusters
  Score: Raw -2843076.674369 + Penalty 3280.826717 = -2839795.847651
  nChanged 36
		SP:Iteration 32Q (19107.410000 sec): 3 clusters
  Score: Raw -2843083.384602 + Penalty 3280.826717 = -2839802.557885
  nChanged 39
		SP:Iteration 33Q (19107.720000 sec): 3 clusters
  Score: Raw -2843090.995613 + Penalty 3280.826717 = -2839810.168896
  nChanged 37
		SP:Iteration 34Q (19108.030000 sec): 3 clusters
  Score: Raw -2843099.793520 + Penalty 3280.826717 = -2839818.966803
  nChanged 42
		SP:Iteration 35Q (19108.340000 sec): 3 clusters
  Score: Raw -2843108.079324 + Penalty 3280.826717 = -2839827.252607
  nChanged 41
		SP:Iteration 36Q (19108.620000 sec): 3 clusters
  Score: Raw -2843116.251955 + Penalty 3280.826717 = -2839835.425238
  nChanged 38
		SP:Iteration 37Q (19108.920000 sec): 3 clusters
  Score: Raw -2843122.596957 + Penalty 3280.826717 = -2839841.770240
  nChanged 19
		SP:Iteration 38Q (19109.220000 sec): 3 clusters
  Score: Raw -2843126.441777 + Penalty 3280.826717 = -2839845.615060
  nChanged 18
		SP:Iteration 39Q (19109.490000 sec): 3 clusters
  Score: Raw -2843130.025810 + Penalty 3280.826717 = -2839849.199093
  nChanged 19
		SP:Iteration 40F (19109.760000 sec): 3 clusters
  Score: Raw -2843133.368024 + Penalty 3280.826717 = -2839852.541307
  nChanged 16
		SP:Iteration 41Q (19110.060000 sec): 3 clusters
  Score: Raw -2843136.018811 + Penalty 3280.826717 = -2839855.192094
  nChanged 14
		SP:Iteration 42Q (19110.320000 sec): 3 clusters
  Score: Raw -2843138.160348 + Penalty 3280.826717 = -2839857.333630
  nChanged 14
		SP:Iteration 43Q (19110.620000 sec): 3 clusters
  Score: Raw -2843141.033314 + Penalty 3280.826717 = -2839860.206597
  nChanged 20
		SP:Iteration 44Q (19111.000000 sec): 3 clusters
  Score: Raw -2843144.943891 + Penalty 3280.826717 = -2839864.117174
  nChanged 21
		SP:Iteration 45Q (19111.240000 sec): 3 clusters
  Score: Raw -2843148.647264 + Penalty 3280.826717 = -2839867.820547
  nChanged 24
		SP:Iteration 46Q (19111.550000 sec): 3 clusters
  Score: Raw -2843153.154819 + Penalty 3280.826717 = -2839872.328102
  nChanged 23
		SP:Iteration 47Q (19111.850000 sec): 3 clusters
  Score: Raw -2843157.454682 + Penalty 3280.826717 = -2839876.627965
  nChanged 25
		SP:Iteration 48Q (19112.130000 sec): 3 clusters
  Score: Raw -2843163.317769 + Penalty 3280.826717 = -2839882.491052
  nChanged 22
		SP:Iteration 49Q (19112.450000 sec): 3 clusters
  Score: Raw -2843168.237850 + Penalty 3280.826717 = -2839887.411133
  nChanged 17
		SP:Iteration 50Q (19112.740000 sec): 3 clusters
  Score: Raw -2843171.745062 + Penalty 3280.826717 = -2839890.918345
  nChanged 17
		SP:Iteration 51Q (19113.040000 sec): 3 clusters
  Score: Raw -2843174.796865 + Penalty 3280.826717 = -2839893.970148
  nChanged 15
		SP:Iteration 52Q (19113.370000 sec): 3 clusters
  Score: Raw -2843177.880979 + Penalty 3280.826717 = -2839897.054262
  nChanged 16
		SP:Iteration 53Q (19113.650000 sec): 3 clusters
  Score: Raw -2843181.782701 + Penalty 3280.826717 = -2839900.955984
  nChanged 21
		SP:Iteration 54Q (19113.990000 sec): 3 clusters
  Score: Raw -2843185.875110 + Penalty 3280.826717 = -2839905.048393
  nChanged 10
		SP:Iteration 55Q (19114.280000 sec): 3 clusters
  Score: Raw -2843187.609503 + Penalty 3280.826717 = -2839906.782786
  nChanged 9
		SP:Iteration 56Q (19114.580000 sec): 3 clusters
  Score: Raw -2843188.853851 + Penalty 3280.826717 = -2839908.027134
  nChanged 10
		SP:Iteration 57Q (19114.830000 sec): 3 clusters
  Score: Raw -2843190.422145 + Penalty 3280.826717 = -2839909.595428
  nChanged 10
		SP:Iteration 58Q (19115.110000 sec): 3 clusters
  Score: Raw -2843191.975635 + Penalty 3280.826717 = -2839911.148918
  nChanged 10
		SP:Iteration 59Q (19115.390000 sec): 3 clusters
  Score: Raw -2843193.471695 + Penalty 3280.826717 = -2839912.644978
  nChanged 7
		SP:Iteration 60F (19115.660000 sec): 3 clusters
  Score: Raw -2843194.398849 + Penalty 3280.826717 = -2839913.572132
  nChanged 7
		SP:Iteration 61Q (19116.000000 sec): 3 clusters
  Score: Raw -2843195.559665 + Penalty 3280.826717 = -2839914.732948
  nChanged 7
		SP:Iteration 62Q (19116.270000 sec): 3 clusters
  Score: Raw -2843196.710961 + Penalty 3280.826717 = -2839915.884244
  nChanged 6
		SP:Iteration 63Q (19116.580000 sec): 3 clusters
  Score: Raw -2843197.434137 + Penalty 3280.826717 = -2839916.607420
  nChanged 4
		SP:Iteration 64Q (19116.860000 sec): 3 clusters
  Score: Raw -2843198.137100 + Penalty 3280.826717 = -2839917.310383
  nChanged 4
		SP:Iteration 65Q (19117.150000 sec): 3 clusters
  Score: Raw -2843198.573701 + Penalty 3280.826717 = -2839917.746983
  nChanged 3
		SP:Iteration 66Q (19117.430000 sec): 3 clusters
  Score: Raw -2843198.876043 + Penalty 3280.826717 = -2839918.049325
  nChanged 2
		SP:Iteration 67Q (19117.740000 sec): 3 clusters
  Score: Raw -2843199.203306 + Penalty 3280.826717 = -2839918.376589
  nChanged 2
		SP:Iteration 68Q (19117.990000 sec): 3 clusters
  Score: Raw -2843199.450740 + Penalty 3280.826717 = -2839918.624023
  nChanged 2
		SP:Iteration 69Q (19118.330000 sec): 3 clusters
  Score: Raw -2843199.953105 + Penalty 3280.826717 = -2839919.126388
  nChanged 4
		SP:Iteration 70Q (19118.600000 sec): 3 clusters
  Score: Raw -2843200.691807 + Penalty 3280.826717 = -2839919.865090
  nChanged 6
		SP:Iteration 71Q (19118.830000 sec): 3 clusters
  Score: Raw -2843201.511015 + Penalty 3280.826717 = -2839920.684298
  nChanged 3
		SP:Iteration 72Q (19119.120000 sec): 3 clusters
  Score: Raw -2843201.919707 + Penalty 3280.826717 = -2839921.092990
  nChanged 4
		SP:Iteration 73Q (19119.370000 sec): 3 clusters
  Score: Raw -2843202.350618 + Penalty 3280.826717 = -2839921.523901
  nChanged 4
		SP:Iteration 74Q (19119.650000 sec): 3 clusters
  Score: Raw -2843202.907490 + Penalty 3280.826717 = -2839922.080773
  nChanged 4
		SP:Iteration 75Q (19119.940000 sec): 3 clusters
  Score: Raw -2843203.325212 + Penalty 3280.826717 = -2839922.498495
  nChanged 5
		SP:Iteration 76Q (19120.250000 sec): 3 clusters
  Score: Raw -2843204.146534 + Penalty 3280.826717 = -2839923.319817
  nChanged 3
		SP:Iteration 77Q (19120.490000 sec): 3 clusters
  Score: Raw -2843204.473197 + Penalty 3280.826717 = -2839923.646480
  nChanged 1
		SP:Iteration 78Q (19120.750000 sec): 3 clusters
  Score: Raw -2843204.543200 + Penalty 3280.826717 = -2839923.716483
  nChanged 2
		SP:Iteration 79Q (19121.010000 sec): 3 clusters
  Score: Raw -2843204.884827 + Penalty 3280.826717 = -2839924.058110
  nChanged 2
		SP:Iteration 80F (19121.280000 sec): 3 clusters
  Score: Raw -2843205.214487 + Penalty 3280.826717 = -2839924.387770
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19121.440000 sec): 2 clusters
  Score: Raw -834525.569283 + Penalty 1437.040548 = -833088.528735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19121.700000 sec): 3 clusters
  Score: Raw -830792.536419 + Penalty 2874.081096 = -827918.455323
  nChanged 2852
		SP:Iteration 1F (19121.910000 sec): 3 clusters
  Score: Raw -832415.972486 + Penalty 2874.081096 = -829541.891389
  nChanged 491
		SP:Iteration 2F (19122.130000 sec): 3 clusters
  Score: Raw -832679.011933 + Penalty 2874.081096 = -829804.930836
  nChanged 402
		SP:Iteration 3F (19122.390000 sec): 3 clusters
  Score: Raw -832903.717188 + Penalty 2874.081096 = -830029.636092
  nChanged 369
		SP:Iteration 4F (19122.610000 sec): 3 clusters
  Score: Raw -833123.202477 + Penalty 2874.081096 = -830249.121380
  nChanged 365
		SP:Iteration 5F (19122.900000 sec): 3 clusters
  Score: Raw -833359.303605 + Penalty 2874.081096 = -830485.222508
  nChanged 338
		SP:Iteration 6Q (19123.120000 sec): 3 clusters
  Score: Raw -833561.933062 + Penalty 2874.081096 = -830687.851966
  nChanged 298
		SP:Iteration 7Q (19123.310000 sec): 3 clusters
  Score: Raw -833731.385734 + Penalty 2874.081096 = -830857.304638
  nChanged 255
		SP:Iteration 8Q (19123.510000 sec): 3 clusters
  Score: Raw -833877.429527 + Penalty 2874.081096 = -831003.348431
  nChanged 219
		SP:Iteration 9Q (19123.760000 sec): 3 clusters
  Score: Raw -834004.008146 + Penalty 2874.081096 = -831129.927050
  nChanged 207
		SP:Iteration 10Q (19123.940000 sec): 3 clusters
  Score: Raw -834123.868417 + Penalty 2874.081096 = -831249.787320
  nChanged 158
		SP:Iteration 11Q (19124.100000 sec): 3 clusters
  Score: Raw -834211.479593 + Penalty 2874.081096 = -831337.398496
  nChanged 129
		SP:Iteration 12Q (19124.320000 sec): 3 clusters
  Score: Raw -834284.365089 + Penalty 2874.081096 = -831410.283992
  nChanged 107
		SP:Iteration 13Q (19124.570000 sec): 3 clusters
  Score: Raw -834340.088358 + Penalty 2874.081096 = -831466.007262
  nChanged 91
		SP:Iteration 14Q (19124.820000 sec): 3 clusters
  Score: Raw -834387.239528 + Penalty 2874.081096 = -831513.158432
  nChanged 90
		SP:Iteration 15Q (19125.060000 sec): 3 clusters
  Score: Raw -834434.863484 + Penalty 2874.081096 = -831560.782388
  nChanged 91
		SP:Iteration 16Q (19125.270000 sec): 3 clusters
  Score: Raw -834491.442751 + Penalty 2874.081096 = -831617.361655
  nChanged 84
		SP:Iteration 17Q (19125.460000 sec): 3 clusters
  Score: Raw -834537.801895 + Penalty 2874.081096 = -831663.720799
  nChanged 77
		SP:Iteration 18Q (19125.690000 sec): 3 clusters
  Score: Raw -834575.129563 + Penalty 2874.081096 = -831701.048467
  nChanged 49
		SP:Iteration 19Q (19125.890000 sec): 3 clusters
  Score: Raw -834598.069286 + Penalty 2874.081096 = -831723.988190
  nChanged 44
		SP:Iteration 20F (19126.100000 sec): 3 clusters
  Score: Raw -834621.061014 + Penalty 2874.081096 = -831746.979918
  nChanged 39
		SP:Iteration 21Q (19126.280000 sec): 3 clusters
  Score: Raw -834642.182356 + Penalty 2874.081096 = -831768.101259
  nChanged 42
		SP:Iteration 22Q (19126.520000 sec): 3 clusters
  Score: Raw -834665.209622 + Penalty 2874.081096 = -831791.128525
  nChanged 41
		SP:Iteration 23Q (19126.740000 sec): 3 clusters
  Score: Raw -834688.741143 + Penalty 2874.081096 = -831814.660047
  nChanged 40
		SP:Iteration 24Q (19126.970000 sec): 3 clusters
  Score: Raw -834709.132060 + Penalty 2874.081096 = -831835.050964
  nChanged 32
		SP:Iteration 25Q (19127.230000 sec): 3 clusters
  Score: Raw -834724.404581 + Penalty 2874.081096 = -831850.323485
  nChanged 27
		SP:Iteration 26Q (19127.470000 sec): 3 clusters
  Score: Raw -834741.096732 + Penalty 2874.081096 = -831867.015636
  nChanged 26
		SP:Iteration 27Q (19127.700000 sec): 3 clusters
  Score: Raw -834756.531168 + Penalty 2874.081096 = -831882.450072
  nChanged 25
		SP:Iteration 28Q (19127.930000 sec): 3 clusters
  Score: Raw -834772.427560 + Penalty 2874.081096 = -831898.346463
  nChanged 23
		SP:Iteration 29Q (19128.180000 sec): 3 clusters
  Score: Raw -834784.687804 + Penalty 2874.081096 = -831910.606707
  nChanged 18
		SP:Iteration 30Q (19128.460000 sec): 3 clusters
  Score: Raw -834794.458127 + Penalty 2874.081096 = -831920.377030
  nChanged 15
		SP:Iteration 31Q (19128.640000 sec): 3 clusters
  Score: Raw -834802.101175 + Penalty 2874.081096 = -831928.020078
  nChanged 16
		SP:Iteration 32Q (19128.920000 sec): 3 clusters
  Score: Raw -834809.909175 + Penalty 2874.081096 = -831935.828078
  nChanged 12
		SP:Iteration 33Q (19129.120000 sec): 3 clusters
  Score: Raw -834816.215426 + Penalty 2874.081096 = -831942.134330
  nChanged 11
		SP:Iteration 34Q (19129.360000 sec): 3 clusters
  Score: Raw -834820.831662 + Penalty 2874.081096 = -831946.750565
  nChanged 3
		SP:Iteration 35Q (19129.600000 sec): 3 clusters
  Score: Raw -834822.283385 + Penalty 2874.081096 = -831948.202289
  nChanged 4
		SP:Iteration 36Q (19129.790000 sec): 3 clusters
  Score: Raw -834823.769431 + Penalty 2874.081096 = -831949.688334
  nChanged 1
		SP:Iteration 37Q (19130.000000 sec): 3 clusters
  Score: Raw -834824.222742 + Penalty 2874.081096 = -831950.141645
  nChanged 0
		SP:Iteration 38F (19130.230000 sec): 3 clusters
  Score: Raw -834824.222742 + Penalty 2874.081096 = -831950.141645
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19130.370000 sec): 2 clusters
  Score: Raw -62403.489868 + Penalty 1022.078780 = -61381.411088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19130.560000 sec): 3 clusters
  Score: Raw -62330.924664 + Penalty 2044.157561 = -60286.767103
  nChanged 135
		SP:Iteration 1F (19130.780000 sec): 3 clusters
  Score: Raw -62502.813287 + Penalty 2044.157561 = -60458.655726
  nChanged 31
		SP:Iteration 2F (19130.980000 sec): 3 clusters
  Score: Raw -62542.834023 + Penalty 2044.157561 = -60498.676463
  nChanged 18
		SP:Iteration 3Q (19131.150000 sec): 3 clusters
  Score: Raw -62571.747431 + Penalty 2044.157561 = -60527.589870
  nChanged 4
		SP:Iteration 4Q (19131.380000 sec): 3 clusters
  Score: Raw -62578.463831 + Penalty 2044.157561 = -60534.306270
  nChanged 6
		SP:Iteration 5Q (19131.590000 sec): 3 clusters
  Score: Raw -62587.312897 + Penalty 2044.157561 = -60543.155337
  nChanged 5
		SP:Iteration 6Q (19131.810000 sec): 3 clusters
  Score: Raw -62591.737904 + Penalty 2044.157561 = -60547.580343
  nChanged 4
		SP:Iteration 7Q (19131.960000 sec): 3 clusters
  Score: Raw -62601.266642 + Penalty 2044.157561 = -60557.109081
  nChanged 2
		SP:Iteration 8Q (19132.160000 sec): 3 clusters
  Score: Raw -62604.449035 + Penalty 2044.157561 = -60560.291474
  nChanged 1
		SP:Iteration 9Q (19132.340000 sec): 3 clusters
  Score: Raw -62605.641703 + Penalty 2044.157561 = -60561.484142
  nChanged 2
		SP:Iteration 10Q (19132.560000 sec): 3 clusters
  Score: Raw -62608.386345 + Penalty 2044.157561 = -60564.228785
  nChanged 3
		SP:Iteration 11Q (19132.760000 sec): 3 clusters
  Score: Raw -62611.288300 + Penalty 2044.157561 = -60567.130739
  nChanged 3
		SP:Iteration 12Q (19132.890000 sec): 3 clusters
  Score: Raw -62613.752027 + Penalty 2044.157561 = -60569.594466
  nChanged 1
		SP:Iteration 13Q (19133.060000 sec): 3 clusters
  Score: Raw -62614.090286 + Penalty 2044.157561 = -60569.932725
  nChanged 0
		SP:Iteration 14F (19133.220000 sec): 3 clusters
  Score: Raw -62614.090286 + Penalty 2044.157561 = -60569.932725
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19133.360000 sec): 2 clusters
  Score: Raw -35675.618111 + Penalty 951.914138 = -34723.703974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19133.560000 sec): 3 clusters
  Score: Raw -35698.254530 + Penalty 1903.828275 = -33794.426255
  nChanged 60
		SP:Iteration 1F (19133.700000 sec): 3 clusters
  Score: Raw -35804.889784 + Penalty 1903.828275 = -33901.061509
  nChanged 19
		SP:Iteration 2F (19133.930000 sec): 3 clusters
  Score: Raw -35865.850188 + Penalty 1903.828275 = -33962.021913
  nChanged 11
		SP:Iteration 3Q (19134.110000 sec): 3 clusters
  Score: Raw -35897.020728 + Penalty 1903.828275 = -33993.192453
  nChanged 5
		SP:Iteration 4Q (19134.280000 sec): 3 clusters
  Score: Raw -35910.159723 + Penalty 1903.828275 = -34006.331448
  nChanged 0
		SP:Iteration 5F (19134.490000 sec): 3 clusters
  Score: Raw -35910.159723 + Penalty 1903.828275 = -34006.331448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (362375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19136.230000 sec): 2 clusters
  Score: Raw -43383656.481501 + Penalty 2080.070666 = -43381576.410835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19138.060000 sec): 3 clusters
  Score: Raw -43140882.681502 + Penalty 4160.141332 = -43136722.540170
  nChanged 176978
		SP:Iteration 1F (19139.880000 sec): 3 clusters
  Score: Raw -43246976.283400 + Penalty 4160.141332 = -43242816.142068
  nChanged 9563
		SP:Iteration 2Q (19141.750000 sec): 3 clusters
  Score: Raw -43249077.917622 + Penalty 4160.141332 = -43244917.776291
  nChanged 11010
		SP:Iteration 3Q (19143.580000 sec): 3 clusters
  Score: Raw -43251947.044351 + Penalty 4160.141332 = -43247786.903020
  nChanged 12705
		SP:Iteration 4Q (19145.400000 sec): 3 clusters
  Score: Raw -43256043.669961 + Penalty 4160.141332 = -43251883.528629
  nChanged 15090
		SP:Iteration 5Q (19147.240000 sec): 3 clusters
  Score: Raw -43261975.824239 + Penalty 4160.141332 = -43257815.682907
  nChanged 18055
		SP:Iteration 6Q (19149.170000 sec): 3 clusters
  Score: Raw -43270765.121650 + Penalty 4160.141332 = -43266604.980319
  nChanged 21136
		SP:Iteration 7F (19151.180000 sec): 3 clusters
  Score: Raw -43283123.199560 + Penalty 4160.141332 = -43278963.058228
  nChanged 23209
		SP:Iteration 8F (19153.060000 sec): 3 clusters
  Score: Raw -43298796.926262 + Penalty 4160.141332 = -43294636.784931
  nChanged 22992
		SP:Iteration 9F (19155.000000 sec): 3 clusters
  Score: Raw -43315429.493107 + Penalty 4160.141332 = -43311269.351776
  nChanged 20095
		SP:Iteration 10F (19156.920000 sec): 3 clusters
  Score: Raw -43329549.658409 + Penalty 4160.141332 = -43325389.517077
  nChanged 15352
		SP:Iteration 11Q (19158.770000 sec): 3 clusters
  Score: Raw -43339286.896431 + Penalty 4160.141332 = -43335126.755099
  nChanged 11204
		SP:Iteration 12Q (19160.440000 sec): 3 clusters
  Score: Raw -43345604.093232 + Penalty 4160.141332 = -43341443.951901
  nChanged 8391
		SP:Iteration 13Q (19162.130000 sec): 3 clusters
  Score: Raw -43350016.641514 + Penalty 4160.141332 = -43345856.500183
  nChanged 6929
		SP:Iteration 14Q (19163.830000 sec): 3 clusters
  Score: Raw -43353458.705651 + Penalty 4160.141332 = -43349298.564320
  nChanged 6116
		SP:Iteration 15Q (19165.550000 sec): 3 clusters
  Score: Raw -43356192.033614 + Penalty 4160.141332 = -43352031.892282
  nChanged 5321
		SP:Iteration 16Q (19167.140000 sec): 3 clusters
  Score: Raw -43358372.787103 + Penalty 4160.141332 = -43354212.645772
  nChanged 4801
		SP:Iteration 17Q (19168.760000 sec): 3 clusters
  Score: Raw -43360123.676088 + Penalty 4160.141332 = -43355963.534756
  nChanged 4327
		SP:Iteration 18Q (19170.500000 sec): 3 clusters
  Score: Raw -43361554.809392 + Penalty 4160.141332 = -43357394.668060
  nChanged 3951
		SP:Iteration 19Q (19172.270000 sec): 3 clusters
  Score: Raw -43362757.087346 + Penalty 4160.141332 = -43358596.946015
  nChanged 3663
		SP:Iteration 20F (19174.170000 sec): 3 clusters
  Score: Raw -43363839.961120 + Penalty 4160.141332 = -43359679.819788
  nChanged 3555
		SP:Iteration 21Q (19175.820000 sec): 3 clusters
  Score: Raw -43364887.788309 + Penalty 4160.141332 = -43360727.646978
  nChanged 3511
		SP:Iteration 22Q (19177.450000 sec): 3 clusters
  Score: Raw -43365962.184488 + Penalty 4160.141332 = -43361802.043156
  nChanged 3481
		SP:Iteration 23Q (19179.180000 sec): 3 clusters
  Score: Raw -43367052.246641 + Penalty 4160.141332 = -43362892.105309
  nChanged 3460
		SP:Iteration 24Q (19180.830000 sec): 3 clusters
  Score: Raw -43368171.507362 + Penalty 4160.141332 = -43364011.366031
  nChanged 3473
		SP:Iteration 25Q (19182.530000 sec): 3 clusters
  Score: Raw -43369375.882810 + Penalty 4160.141332 = -43365215.741479
  nChanged 3498
		SP:Iteration 26Q (19184.250000 sec): 3 clusters
  Score: Raw -43370700.997679 + Penalty 4160.141332 = -43366540.856348
  nChanged 3505
		SP:Iteration 27Q (19185.880000 sec): 3 clusters
  Score: Raw -43372109.962907 + Penalty 4160.141332 = -43367949.821576
  nChanged 3384
		SP:Iteration 28Q (19187.500000 sec): 3 clusters
  Score: Raw -43373540.930761 + Penalty 4160.141332 = -43369380.789430
  nChanged 3247
		SP:Iteration 29Q (19189.210000 sec): 3 clusters
  Score: Raw -43375062.248121 + Penalty 4160.141332 = -43370902.106789
  nChanged 3086
		SP:Iteration 30Q (19190.780000 sec): 3 clusters
  Score: Raw -43376600.462210 + Penalty 4160.141332 = -43372440.320878
  nChanged 2782
		SP:Iteration 31Q (19192.300000 sec): 3 clusters
  Score: Raw -43378053.149529 + Penalty 4160.141332 = -43373893.008198
  nChanged 2432
		SP:Iteration 32Q (19193.800000 sec): 3 clusters
  Score: Raw -43379370.408610 + Penalty 4160.141332 = -43375210.267279
  nChanged 2082
		SP:Iteration 33Q (19195.440000 sec): 3 clusters
  Score: Raw -43380495.366622 + Penalty 4160.141332 = -43376335.225290
  nChanged 1794
		SP:Iteration 34Q (19196.950000 sec): 3 clusters
  Score: Raw -43381442.028498 + Penalty 4160.141332 = -43377281.887167
  nChanged 1477
		SP:Iteration 35Q (19198.540000 sec): 3 clusters
  Score: Raw -43382176.554163 + Penalty 4160.141332 = -43378016.412832
  nChanged 1161
		SP:Iteration 36Q (19200.140000 sec): 3 clusters
  Score: Raw -43382693.365567 + Penalty 4160.141332 = -43378533.224235
  nChanged 942
		SP:Iteration 37Q (19201.650000 sec): 3 clusters
  Score: Raw -43383046.495942 + Penalty 4160.141332 = -43378886.354610
  nChanged 747
		SP:Iteration 38Q (19203.140000 sec): 3 clusters
  Score: Raw -43383305.088072 + Penalty 4160.141332 = -43379144.946741
  nChanged 661
		SP:Iteration 39Q (19204.630000 sec): 3 clusters
  Score: Raw -43383505.431059 + Penalty 4160.141332 = -43379345.289727
  nChanged 555
		SP:Iteration 40F (19206.300000 sec): 3 clusters
  Score: Raw -43383661.468463 + Penalty 4160.141332 = -43379501.327131
  nChanged 510
		SP:Iteration 41Q (19207.820000 sec): 3 clusters
  Score: Raw -43383797.729761 + Penalty 4160.141332 = -43379637.588430
  nChanged 427
		SP:Iteration 42Q (19209.180000 sec): 3 clusters
  Score: Raw -43383900.979570 + Penalty 4160.141332 = -43379740.838238
  nChanged 364
		SP:Iteration 43Q (19210.670000 sec): 3 clusters
  Score: Raw -43383986.856043 + Penalty 4160.141332 = -43379826.714712
  nChanged 313
		SP:Iteration 44Q (19212.180000 sec): 3 clusters
  Score: Raw -43384053.001927 + Penalty 4160.141332 = -43379892.860596
  nChanged 262
		SP:Iteration 45Q (19213.760000 sec): 3 clusters
  Score: Raw -43384108.558240 + Penalty 4160.141332 = -43379948.416908
  nChanged 234
		SP:Iteration 46Q (19215.410000 sec): 3 clusters
  Score: Raw -43384154.026768 + Penalty 4160.141332 = -43379993.885436
  nChanged 204
		SP:Iteration 47Q (19217.290000 sec): 3 clusters
  Score: Raw -43384192.946268 + Penalty 4160.141332 = -43380032.804937
  nChanged 179
		SP:Iteration 48Q (19218.990000 sec): 3 clusters
  Score: Raw -43384226.147162 + Penalty 4160.141332 = -43380066.005830
  nChanged 152
		SP:Iteration 49Q (19220.680000 sec): 3 clusters
  Score: Raw -43384250.799576 + Penalty 4160.141332 = -43380090.658244
  nChanged 116
		SP:Iteration 50Q (19222.230000 sec): 3 clusters
  Score: Raw -43384267.924953 + Penalty 4160.141332 = -43380107.783622
  nChanged 110
		SP:Iteration 51Q (19223.670000 sec): 3 clusters
  Score: Raw -43384283.450671 + Penalty 4160.141332 = -43380123.309339
  nChanged 89
		SP:Iteration 52Q (19225.230000 sec): 3 clusters
  Score: Raw -43384296.101331 + Penalty 4160.141332 = -43380135.960000
  nChanged 86
		SP:Iteration 53Q (19226.710000 sec): 3 clusters
  Score: Raw -43384308.166528 + Penalty 4160.141332 = -43380148.025196
  nChanged 86
		SP:Iteration 54Q (19228.110000 sec): 3 clusters
  Score: Raw -43384320.508837 + Penalty 4160.141332 = -43380160.367505
  nChanged 90
		SP:Iteration 55Q (19229.530000 sec): 3 clusters
  Score: Raw -43384334.878874 + Penalty 4160.141332 = -43380174.737543
  nChanged 89
		SP:Iteration 56Q (19230.950000 sec): 3 clusters
  Score: Raw -43384347.758725 + Penalty 4160.141332 = -43380187.617394
  nChanged 67
		SP:Iteration 57Q (19232.340000 sec): 3 clusters
  Score: Raw -43384357.661176 + Penalty 4160.141332 = -43380197.519845
  nChanged 73
		SP:Iteration 58Q (19233.850000 sec): 3 clusters
  Score: Raw -43384367.072865 + Penalty 4160.141332 = -43380206.931534
  nChanged 48
		SP:Iteration 59Q (19235.280000 sec): 3 clusters
  Score: Raw -43384373.291249 + Penalty 4160.141332 = -43380213.149918
  nChanged 50
		SP:Iteration 60F (19237.130000 sec): 3 clusters
  Score: Raw -43384379.614083 + Penalty 4160.141332 = -43380219.472752
  nChanged 41
		SP:Iteration 61Q (19238.580000 sec): 3 clusters
  Score: Raw -43384384.880529 + Penalty 4160.141332 = -43380224.739197
  nChanged 38
		SP:Iteration 62Q (19240.030000 sec): 3 clusters
  Score: Raw -43384390.215175 + Penalty 4160.141332 = -43380230.073844
  nChanged 38
		SP:Iteration 63Q (19241.500000 sec): 3 clusters
  Score: Raw -43384394.230155 + Penalty 4160.141332 = -43380234.088824
  nChanged 35
		SP:Iteration 64Q (19242.940000 sec): 3 clusters
  Score: Raw -43384398.216429 + Penalty 4160.141332 = -43380238.075097
  nChanged 38
		SP:Iteration 65Q (19244.440000 sec): 3 clusters
  Score: Raw -43384403.341752 + Penalty 4160.141332 = -43380243.200421
  nChanged 40
		SP:Iteration 66Q (19246.070000 sec): 3 clusters
  Score: Raw -43384408.312033 + Penalty 4160.141332 = -43380248.170702
  nChanged 39
		SP:Iteration 67Q (19247.600000 sec): 3 clusters
  Score: Raw -43384414.739505 + Penalty 4160.141332 = -43380254.598173
  nChanged 41
		SP:Iteration 68Q (19248.990000 sec): 3 clusters
  Score: Raw -43384422.035871 + Penalty 4160.141332 = -43380261.894540
  nChanged 40
		SP:Iteration 69Q (19250.460000 sec): 3 clusters
  Score: Raw -43384427.809550 + Penalty 4160.141332 = -43380267.668219
  nChanged 32
		SP:Iteration 70Q (19251.870000 sec): 3 clusters
  Score: Raw -43384431.811102 + Penalty 4160.141332 = -43380271.669770
  nChanged 27
		SP:Iteration 71Q (19253.310000 sec): 3 clusters
  Score: Raw -43384436.310507 + Penalty 4160.141332 = -43380276.169176
  nChanged 29
		SP:Iteration 72Q (19254.730000 sec): 3 clusters
  Score: Raw -43384441.357129 + Penalty 4160.141332 = -43380281.215797
  nChanged 30
		SP:Iteration 73Q (19256.130000 sec): 3 clusters
  Score: Raw -43384445.404708 + Penalty 4160.141332 = -43380285.263376
  nChanged 30
		SP:Iteration 74Q (19257.480000 sec): 3 clusters
  Score: Raw -43384449.728301 + Penalty 4160.141332 = -43380289.586970
  nChanged 27
		SP:Iteration 75Q (19258.930000 sec): 3 clusters
  Score: Raw -43384452.581316 + Penalty 4160.141332 = -43380292.439985
  nChanged 15
		SP:Iteration 76Q (19260.330000 sec): 3 clusters
  Score: Raw -43384454.365789 + Penalty 4160.141332 = -43380294.224457
  nChanged 14
		SP:Iteration 77Q (19261.800000 sec): 3 clusters
  Score: Raw -43384455.853042 + Penalty 4160.141332 = -43380295.711711
  nChanged 11
		SP:Iteration 78Q (19263.320000 sec): 3 clusters
  Score: Raw -43384456.981477 + Penalty 4160.141332 = -43380296.840146
  nChanged 10
		SP:Iteration 79Q (19264.900000 sec): 3 clusters
  Score: Raw -43384458.322797 + Penalty 4160.141332 = -43380298.181466
  nChanged 10
		SP:Iteration 80F (19266.760000 sec): 3 clusters
  Score: Raw -43384459.339275 + Penalty 4160.141332 = -43380299.197944
  nChanged 7
		SP:Iteration 81Q (19268.210000 sec): 3 clusters
  Score: Raw -43384459.965909 + Penalty 4160.141332 = -43380299.824577
  nChanged 11
		SP:Iteration 82Q (19269.800000 sec): 3 clusters
  Score: Raw -43384461.233703 + Penalty 4160.141332 = -43380301.092371
  nChanged 12
		SP:Iteration 83Q (19271.240000 sec): 3 clusters
  Score: Raw -43384462.931217 + Penalty 4160.141332 = -43380302.789886
  nChanged 11
		SP:Iteration 84Q (19272.660000 sec): 3 clusters
  Score: Raw -43384464.252078 + Penalty 4160.141332 = -43380304.110747
  nChanged 8
		SP:Iteration 85Q (19274.170000 sec): 3 clusters
  Score: Raw -43384465.589027 + Penalty 4160.141332 = -43380305.447696
  nChanged 10
		SP:Iteration 86Q (19275.720000 sec): 3 clusters
  Score: Raw -43384466.715862 + Penalty 4160.141332 = -43380306.574530
  nChanged 11
		SP:Iteration 87Q (19277.220000 sec): 3 clusters
  Score: Raw -43384468.006703 + Penalty 4160.141332 = -43380307.865371
  nChanged 9
		SP:Iteration 88Q (19278.820000 sec): 3 clusters
  Score: Raw -43384468.863943 + Penalty 4160.141332 = -43380308.722612
  nChanged 5
		SP:Iteration 89Q (19280.500000 sec): 3 clusters
  Score: Raw -43384469.494048 + Penalty 4160.141332 = -43380309.352716
  nChanged 6
		SP:Iteration 90Q (19282.030000 sec): 3 clusters
  Score: Raw -43384470.454923 + Penalty 4160.141332 = -43380310.313592
  nChanged 7
		SP:Iteration 91Q (19283.610000 sec): 3 clusters
  Score: Raw -43384471.252751 + Penalty 4160.141332 = -43380311.111420
  nChanged 11
		SP:Iteration 92Q (19285.000000 sec): 3 clusters
  Score: Raw -43384472.329329 + Penalty 4160.141332 = -43380312.187997
  nChanged 9
		SP:Iteration 93Q (19286.470000 sec): 3 clusters
  Score: Raw -43384473.018716 + Penalty 4160.141332 = -43380312.877384
  nChanged 5
		SP:Iteration 94Q (19287.960000 sec): 3 clusters
  Score: Raw -43384473.386525 + Penalty 4160.141332 = -43380313.245193
  nChanged 5
		SP:Iteration 95Q (19289.310000 sec): 3 clusters
  Score: Raw -43384473.835793 + Penalty 4160.141332 = -43380313.694461
  nChanged 4
		SP:Iteration 96Q (19290.670000 sec): 3 clusters
  Score: Raw -43384474.151759 + Penalty 4160.141332 = -43380314.010427
  nChanged 4
		SP:Iteration 97Q (19292.170000 sec): 3 clusters
  Score: Raw -43384474.527088 + Penalty 4160.141332 = -43380314.385756
  nChanged 4
		SP:Iteration 98Q (19293.640000 sec): 3 clusters
  Score: Raw -43384474.843854 + Penalty 4160.141332 = -43380314.702523
  nChanged 3
		SP:Iteration 99Q (19295.130000 sec): 3 clusters
  Score: Raw -43384475.336331 + Penalty 4160.141332 = -43380315.194999
  nChanged 4
		SP:Iteration 100F (19297.030000 sec): 3 clusters
  Score: Raw -43384475.688203 + Penalty 4160.141332 = -43380315.546872
  nChanged 3
		SP:Iteration 101Q (19298.500000 sec): 3 clusters
  Score: Raw -43384475.806903 + Penalty 4160.141332 = -43380315.665572
  nChanged 0
		SP:Iteration 102F (19300.170000 sec): 3 clusters
  Score: Raw -43384475.806903 + Penalty 4160.141332 = -43380315.665572
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19300.490000 sec): 2 clusters
  Score: Raw -123442.451633 + Penalty 1126.522782 = -122315.928851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19300.660000 sec): 3 clusters
  Score: Raw -123162.278844 + Penalty 2253.045565 = -120909.233279
  nChanged 325
		SP:Iteration 1F (19300.840000 sec): 3 clusters
  Score: Raw -123504.119240 + Penalty 2253.045565 = -121251.073675
  nChanged 96
		SP:Iteration 2F (19300.980000 sec): 3 clusters
  Score: Raw -123657.593391 + Penalty 2253.045565 = -121404.547826
  nChanged 57
		SP:Iteration 3F (19301.170000 sec): 3 clusters
  Score: Raw -123748.926289 + Penalty 2253.045565 = -121495.880724
  nChanged 46
		SP:Iteration 4Q (19301.320000 sec): 3 clusters
  Score: Raw -123838.750157 + Penalty 2253.045565 = -121585.704593
  nChanged 43
		SP:Iteration 5Q (19301.500000 sec): 3 clusters
  Score: Raw -123917.152382 + Penalty 2253.045565 = -121664.106817
  nChanged 37
		SP:Iteration 6Q (19301.690000 sec): 3 clusters
  Score: Raw -123969.761926 + Penalty 2253.045565 = -121716.716361
  nChanged 27
		SP:Iteration 7Q (19301.880000 sec): 3 clusters
  Score: Raw -124038.922935 + Penalty 2253.045565 = -121785.877370
  nChanged 34
		SP:Iteration 8Q (19302.020000 sec): 3 clusters
  Score: Raw -124114.956869 + Penalty 2253.045565 = -121861.911304
  nChanged 21
		SP:Iteration 9Q (19302.210000 sec): 3 clusters
  Score: Raw -124139.053166 + Penalty 2253.045565 = -121886.007601
  nChanged 12
		SP:Iteration 10Q (19302.370000 sec): 3 clusters
  Score: Raw -124151.975876 + Penalty 2253.045565 = -121898.930311
  nChanged 9
		SP:Iteration 11Q (19302.580000 sec): 3 clusters
  Score: Raw -124159.869266 + Penalty 2253.045565 = -121906.823702
  nChanged 0
		SP:Iteration 12F (19302.740000 sec): 3 clusters
  Score: Raw -124159.869266 + Penalty 2253.045565 = -121906.823702
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19302.990000 sec): 2 clusters
  Score: Raw -3607123.877678 + Penalty 1672.935705 = -3605450.941973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19303.250000 sec): 3 clusters
  Score: Raw -3588950.381591 + Penalty 3345.871410 = -3585604.510181
  nChanged 13576
		SP:Iteration 1F (19303.570000 sec): 3 clusters
  Score: Raw -3596515.502552 + Penalty 3345.871410 = -3593169.631142
  nChanged 1301
		SP:Iteration 2Q (19303.830000 sec): 3 clusters
  Score: Raw -3596925.949814 + Penalty 3345.871410 = -3593580.078404
  nChanged 1227
		SP:Iteration 3Q (19304.150000 sec): 3 clusters
  Score: Raw -3597323.138189 + Penalty 3345.871410 = -3593977.266779
  nChanged 1242
		SP:Iteration 4Q (19304.460000 sec): 3 clusters
  Score: Raw -3597781.735211 + Penalty 3345.871410 = -3594435.863801
  nChanged 1273
		SP:Iteration 5Q (19304.750000 sec): 3 clusters
  Score: Raw -3598319.186795 + Penalty 3345.871410 = -3594973.315385
  nChanged 1387
		SP:Iteration 6Q (19305.070000 sec): 3 clusters
  Score: Raw -3599001.106055 + Penalty 3345.871410 = -3595655.234645
  nChanged 1546
		SP:Iteration 7F (19305.380000 sec): 3 clusters
  Score: Raw -3599949.571436 + Penalty 3345.871410 = -3596603.700026
  nChanged 1605
		SP:Iteration 8F (19305.640000 sec): 3 clusters
  Score: Raw -3601090.290541 + Penalty 3345.871410 = -3597744.419131
  nChanged 1512
		SP:Iteration 9F (19305.970000 sec): 3 clusters
  Score: Raw -3602190.647786 + Penalty 3345.871410 = -3598844.776377
  nChanged 1267
		SP:Iteration 10Q (19306.270000 sec): 3 clusters
  Score: Raw -3602998.485380 + Penalty 3345.871410 = -3599652.613970
  nChanged 964
		SP:Iteration 11Q (19306.600000 sec): 3 clusters
  Score: Raw -3603540.623602 + Penalty 3345.871410 = -3600194.752192
  nChanged 739
		SP:Iteration 12Q (19306.930000 sec): 3 clusters
  Score: Raw -3603886.302969 + Penalty 3345.871410 = -3600540.431559
  nChanged 590
		SP:Iteration 13Q (19307.290000 sec): 3 clusters
  Score: Raw -3604149.080180 + Penalty 3345.871410 = -3600803.208770
  nChanged 545
		SP:Iteration 14Q (19307.620000 sec): 3 clusters
  Score: Raw -3604395.441415 + Penalty 3345.871410 = -3601049.570005
  nChanged 484
		SP:Iteration 15Q (19307.920000 sec): 3 clusters
  Score: Raw -3604618.275437 + Penalty 3345.871410 = -3601272.404027
  nChanged 485
		SP:Iteration 16Q (19308.200000 sec): 3 clusters
  Score: Raw -3604847.254846 + Penalty 3345.871410 = -3601501.383436
  nChanged 448
		SP:Iteration 17Q (19308.530000 sec): 3 clusters
  Score: Raw -3605036.194858 + Penalty 3345.871410 = -3601690.323448
  nChanged 387
		SP:Iteration 18Q (19308.790000 sec): 3 clusters
  Score: Raw -3605185.768280 + Penalty 3345.871410 = -3601839.896870
  nChanged 340
		SP:Iteration 19Q (19309.110000 sec): 3 clusters
  Score: Raw -3605322.832200 + Penalty 3345.871410 = -3601976.960791
  nChanged 357
		SP:Iteration 20F (19309.380000 sec): 3 clusters
  Score: Raw -3605465.466420 + Penalty 3345.871410 = -3602119.595010
  nChanged 321
		SP:Iteration 21Q (19309.710000 sec): 3 clusters
  Score: Raw -3605593.194978 + Penalty 3345.871410 = -3602247.323569
  nChanged 316
		SP:Iteration 22Q (19309.980000 sec): 3 clusters
  Score: Raw -3605723.258729 + Penalty 3345.871410 = -3602377.387319
  nChanged 284
		SP:Iteration 23Q (19310.320000 sec): 3 clusters
  Score: Raw -3605847.056780 + Penalty 3345.871410 = -3602501.185370
  nChanged 306
		SP:Iteration 24Q (19310.590000 sec): 3 clusters
  Score: Raw -3605994.965100 + Penalty 3345.871410 = -3602649.093690
  nChanged 294
		SP:Iteration 25Q (19310.920000 sec): 3 clusters
  Score: Raw -3606147.968204 + Penalty 3345.871410 = -3602802.096794
  nChanged 282
		SP:Iteration 26Q (19311.150000 sec): 3 clusters
  Score: Raw -3606302.880159 + Penalty 3345.871410 = -3602957.008749
  nChanged 260
		SP:Iteration 27Q (19311.470000 sec): 3 clusters
  Score: Raw -3606464.798504 + Penalty 3345.871410 = -3603118.927094
  nChanged 257
		SP:Iteration 28Q (19311.700000 sec): 3 clusters
  Score: Raw -3606621.509746 + Penalty 3345.871410 = -3603275.638336
  nChanged 210
		SP:Iteration 29Q (19311.940000 sec): 3 clusters
  Score: Raw -3606740.209741 + Penalty 3345.871410 = -3603394.338332
  nChanged 174
		SP:Iteration 30Q (19312.190000 sec): 3 clusters
  Score: Raw -3606850.485872 + Penalty 3345.871410 = -3603504.614462
  nChanged 154
		SP:Iteration 31Q (19312.490000 sec): 3 clusters
  Score: Raw -3606947.618448 + Penalty 3345.871410 = -3603601.747038
  nChanged 106
		SP:Iteration 32Q (19312.750000 sec): 3 clusters
  Score: Raw -3607013.465149 + Penalty 3345.871410 = -3603667.593739
  nChanged 86
		SP:Iteration 33Q (19313.030000 sec): 3 clusters
  Score: Raw -3607073.705340 + Penalty 3345.871410 = -3603727.833930
  nChanged 64
		SP:Iteration 34Q (19313.290000 sec): 3 clusters
  Score: Raw -3607120.089557 + Penalty 3345.871410 = -3603774.218147
  nChanged 58
		SP:Iteration 35Q (19313.600000 sec): 3 clusters
  Score: Raw -3607164.902831 + Penalty 3345.871410 = -3603819.031421
  nChanged 40
		SP:Iteration 36Q (19313.880000 sec): 3 clusters
  Score: Raw -3607200.946038 + Penalty 3345.871410 = -3603855.074628
  nChanged 37
		SP:Iteration 37Q (19314.190000 sec): 3 clusters
  Score: Raw -3607230.274988 + Penalty 3345.871410 = -3603884.403578
  nChanged 25
		SP:Iteration 38Q (19314.480000 sec): 3 clusters
  Score: Raw -3607250.646279 + Penalty 3345.871410 = -3603904.774869
  nChanged 18
		SP:Iteration 39Q (19314.750000 sec): 3 clusters
  Score: Raw -3607266.469330 + Penalty 3345.871410 = -3603920.597920
  nChanged 20
		SP:Iteration 40F (19315.120000 sec): 3 clusters
  Score: Raw -3607282.195513 + Penalty 3345.871410 = -3603936.324103
  nChanged 9
		SP:Iteration 41Q (19315.340000 sec): 3 clusters
  Score: Raw -3607289.126683 + Penalty 3345.871410 = -3603943.255273
  nChanged 13
		SP:Iteration 42Q (19315.670000 sec): 3 clusters
  Score: Raw -3607297.907838 + Penalty 3345.871410 = -3603952.036429
  nChanged 9
		SP:Iteration 43Q (19315.920000 sec): 3 clusters
  Score: Raw -3607306.885883 + Penalty 3345.871410 = -3603961.014473
  nChanged 10
		SP:Iteration 44Q (19316.170000 sec): 3 clusters
  Score: Raw -3607317.651346 + Penalty 3345.871410 = -3603971.779936
  nChanged 10
		SP:Iteration 45Q (19316.510000 sec): 3 clusters
  Score: Raw -3607325.420966 + Penalty 3345.871410 = -3603979.549556
  nChanged 6
		SP:Iteration 46Q (19316.820000 sec): 3 clusters
  Score: Raw -3607330.607391 + Penalty 3345.871410 = -3603984.735981
  nChanged 3
		SP:Iteration 47Q (19317.090000 sec): 3 clusters
  Score: Raw -3607332.656380 + Penalty 3345.871410 = -3603986.784970
  nChanged 2
		SP:Iteration 48Q (19317.390000 sec): 3 clusters
  Score: Raw -3607335.081110 + Penalty 3345.871410 = -3603989.209700
  nChanged 6
		SP:Iteration 49Q (19317.680000 sec): 3 clusters
  Score: Raw -3607340.372037 + Penalty 3345.871410 = -3603994.500627
  nChanged 4
		SP:Iteration 50Q (19318.040000 sec): 3 clusters
  Score: Raw -3607344.282475 + Penalty 3345.871410 = -3603998.411065
  nChanged 5
		SP:Iteration 51Q (19318.330000 sec): 3 clusters
  Score: Raw -3607349.371588 + Penalty 3345.871410 = -3604003.500178
  nChanged 3
		SP:Iteration 52Q (19318.610000 sec): 3 clusters
  Score: Raw -3607352.281554 + Penalty 3345.871410 = -3604006.410144
  nChanged 2
		SP:Iteration 53Q (19318.960000 sec): 3 clusters
  Score: Raw -3607353.794134 + Penalty 3345.871410 = -3604007.922724
  nChanged 2
		SP:Iteration 54Q (19319.200000 sec): 3 clusters
  Score: Raw -3607355.403182 + Penalty 3345.871410 = -3604009.531772
  nChanged 1
		SP:Iteration 55Q (19319.510000 sec): 3 clusters
  Score: Raw -3607356.041142 + Penalty 3345.871410 = -3604010.169732
  nChanged 0
		SP:Iteration 56F (19319.820000 sec): 3 clusters
  Score: Raw -3607356.041142 + Penalty 3345.871410 = -3604010.169732
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19319.980000 sec): 2 clusters
  Score: Raw -443350.687359 + Penalty 1351.239788 = -441999.447571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19320.190000 sec): 3 clusters
  Score: Raw -441335.710238 + Penalty 2702.479577 = -438633.230661
  nChanged 1596
		SP:Iteration 1F (19320.410000 sec): 3 clusters
  Score: Raw -442328.155152 + Penalty 2702.479577 = -439625.675575
  nChanged 329
		SP:Iteration 2F (19320.620000 sec): 3 clusters
  Score: Raw -442626.848178 + Penalty 2702.479577 = -439924.368601
  nChanged 293
		SP:Iteration 3F (19320.820000 sec): 3 clusters
  Score: Raw -442887.729243 + Penalty 2702.479577 = -440185.249666
  nChanged 265
		SP:Iteration 4F (19321.040000 sec): 3 clusters
  Score: Raw -443118.160923 + Penalty 2702.479577 = -440415.681346
  nChanged 229
		SP:Iteration 5F (19321.220000 sec): 3 clusters
  Score: Raw -443307.030917 + Penalty 2702.479577 = -440604.551340
  nChanged 191
		SP:Iteration 6Q (19321.400000 sec): 3 clusters
  Score: Raw -443453.468279 + Penalty 2702.479577 = -440750.988702
  nChanged 154
		SP:Iteration 7Q (19321.580000 sec): 3 clusters
  Score: Raw -443584.671581 + Penalty 2702.479577 = -440882.192004
  nChanged 138
		SP:Iteration 8Q (19321.720000 sec): 3 clusters
  Score: Raw -443688.622859 + Penalty 2702.479577 = -440986.143282
  nChanged 124
		SP:Iteration 9Q (19321.910000 sec): 3 clusters
  Score: Raw -443769.016346 + Penalty 2702.479577 = -441066.536769
  nChanged 96
		SP:Iteration 10Q (19322.080000 sec): 3 clusters
  Score: Raw -443823.801781 + Penalty 2702.479577 = -441121.322204
  nChanged 71
		SP:Iteration 11Q (19322.250000 sec): 3 clusters
  Score: Raw -443857.757711 + Penalty 2702.479577 = -441155.278134
  nChanged 43
		SP:Iteration 12Q (19322.420000 sec): 3 clusters
  Score: Raw -443875.399354 + Penalty 2702.479577 = -441172.919777
  nChanged 39
		SP:Iteration 13Q (19322.590000 sec): 3 clusters
  Score: Raw -443889.735461 + Penalty 2702.479577 = -441187.255884
  nChanged 33
		SP:Iteration 14Q (19322.780000 sec): 3 clusters
  Score: Raw -443903.105254 + Penalty 2702.479577 = -441200.625677
  nChanged 39
		SP:Iteration 15Q (19322.940000 sec): 3 clusters
  Score: Raw -443921.060863 + Penalty 2702.479577 = -441218.581286
  nChanged 29
		SP:Iteration 16Q (19323.120000 sec): 3 clusters
  Score: Raw -443930.976078 + Penalty 2702.479577 = -441228.496501
  nChanged 15
		SP:Iteration 17Q (19323.300000 sec): 3 clusters
  Score: Raw -443936.519222 + Penalty 2702.479577 = -441234.039645
  nChanged 20
		SP:Iteration 18Q (19323.490000 sec): 3 clusters
  Score: Raw -443942.373395 + Penalty 2702.479577 = -441239.893818
  nChanged 13
		SP:Iteration 19Q (19323.650000 sec): 3 clusters
  Score: Raw -443944.797008 + Penalty 2702.479577 = -441242.317431
  nChanged 8
		SP:Iteration 20F (19323.820000 sec): 3 clusters
  Score: Raw -443946.556977 + Penalty 2702.479577 = -441244.077400
  nChanged 6
		SP:Iteration 21Q (19323.970000 sec): 3 clusters
  Score: Raw -443947.452494 + Penalty 2702.479577 = -441244.972917
  nChanged 2
		SP:Iteration 22Q (19324.150000 sec): 3 clusters
  Score: Raw -443947.961482 + Penalty 2702.479577 = -441245.481905
  nChanged 5
		SP:Iteration 23Q (19324.340000 sec): 3 clusters
  Score: Raw -443948.960260 + Penalty 2702.479577 = -441246.480683
  nChanged 5
		SP:Iteration 24Q (19324.500000 sec): 3 clusters
  Score: Raw -443950.305894 + Penalty 2702.479577 = -441247.826317
  nChanged 5
		SP:Iteration 25Q (19324.660000 sec): 3 clusters
  Score: Raw -443951.418414 + Penalty 2702.479577 = -441248.938837
  nChanged 4
		SP:Iteration 26Q (19324.850000 sec): 3 clusters
  Score: Raw -443952.654251 + Penalty 2702.479577 = -441250.174674
  nChanged 7
		SP:Iteration 27Q (19325.050000 sec): 3 clusters
  Score: Raw -443954.390269 + Penalty 2702.479577 = -441251.910692
  nChanged 6
		SP:Iteration 28Q (19325.260000 sec): 3 clusters
  Score: Raw -443955.472505 + Penalty 2702.479577 = -441252.992928
  nChanged 5
		SP:Iteration 29Q (19325.440000 sec): 3 clusters
  Score: Raw -443956.590507 + Penalty 2702.479577 = -441254.110930
  nChanged 4
		SP:Iteration 30Q (19325.680000 sec): 3 clusters
  Score: Raw -443957.117150 + Penalty 2702.479577 = -441254.637573
  nChanged 6
		SP:Iteration 31Q (19325.840000 sec): 3 clusters
  Score: Raw -443958.392674 + Penalty 2702.479577 = -441255.913097
  nChanged 5
		SP:Iteration 32Q (19326.010000 sec): 3 clusters
  Score: Raw -443960.400161 + Penalty 2702.479577 = -441257.920584
  nChanged 4
		SP:Iteration 33Q (19326.170000 sec): 3 clusters
  Score: Raw -443961.145402 + Penalty 2702.479577 = -441258.665825
  nChanged 3
		SP:Iteration 34Q (19326.340000 sec): 3 clusters
  Score: Raw -443961.910751 + Penalty 2702.479577 = -441259.431174
  nChanged 5
		SP:Iteration 35Q (19326.530000 sec): 3 clusters
  Score: Raw -443962.795626 + Penalty 2702.479577 = -441260.316049
  nChanged 3
		SP:Iteration 36Q (19326.690000 sec): 3 clusters
  Score: Raw -443963.599620 + Penalty 2702.479577 = -441261.120043
  nChanged 3
		SP:Iteration 37Q (19326.880000 sec): 3 clusters
  Score: Raw -443964.178331 + Penalty 2702.479577 = -441261.698754
  nChanged 4
		SP:Iteration 38Q (19327.080000 sec): 3 clusters
  Score: Raw -443964.853795 + Penalty 2702.479577 = -441262.374218
  nChanged 1
		SP:Iteration 39Q (19327.280000 sec): 3 clusters
  Score: Raw -443965.015432 + Penalty 2702.479577 = -441262.535855
  nChanged 1
		SP:Iteration 40F (19327.490000 sec): 3 clusters
  Score: Raw -443965.291246 + Penalty 2702.479577 = -441262.811669
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19327.600000 sec): 2 clusters
  Score: Raw -604341.857294 + Penalty 1384.141364 = -602957.715930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19327.820000 sec): 3 clusters
  Score: Raw -601776.046339 + Penalty 2768.282729 = -599007.763610
  nChanged 1955
		SP:Iteration 1F (19328.030000 sec): 3 clusters
  Score: Raw -602849.293563 + Penalty 2768.282729 = -600081.010835
  nChanged 413
		SP:Iteration 2F (19328.230000 sec): 3 clusters
  Score: Raw -603102.214181 + Penalty 2768.282729 = -600333.931453
  nChanged 337
		SP:Iteration 3F (19328.420000 sec): 3 clusters
  Score: Raw -603302.641482 + Penalty 2768.282729 = -600534.358753
  nChanged 290
		SP:Iteration 4F (19328.600000 sec): 3 clusters
  Score: Raw -603465.229450 + Penalty 2768.282729 = -600696.946721
  nChanged 235
		SP:Iteration 5Q (19328.810000 sec): 3 clusters
  Score: Raw -603591.692786 + Penalty 2768.282729 = -600823.410057
  nChanged 198
		SP:Iteration 6Q (19328.990000 sec): 3 clusters
  Score: Raw -603717.358673 + Penalty 2768.282729 = -600949.075945
  nChanged 188
		SP:Iteration 7Q (19329.230000 sec): 3 clusters
  Score: Raw -603833.203091 + Penalty 2768.282729 = -601064.920362
  nChanged 173
		SP:Iteration 8Q (19329.450000 sec): 3 clusters
  Score: Raw -603943.617928 + Penalty 2768.282729 = -601175.335199
  nChanged 153
		SP:Iteration 9Q (19329.640000 sec): 3 clusters
  Score: Raw -604043.413981 + Penalty 2768.282729 = -601275.131253
  nChanged 145
		SP:Iteration 10Q (19329.800000 sec): 3 clusters
  Score: Raw -604143.696086 + Penalty 2768.282729 = -601375.413358
  nChanged 131
		SP:Iteration 11Q (19330.020000 sec): 3 clusters
  Score: Raw -604238.042253 + Penalty 2768.282729 = -601469.759524
  nChanged 119
		SP:Iteration 12Q (19330.190000 sec): 3 clusters
  Score: Raw -604312.197967 + Penalty 2768.282729 = -601543.915238
  nChanged 90
		SP:Iteration 13Q (19330.380000 sec): 3 clusters
  Score: Raw -604357.436026 + Penalty 2768.282729 = -601589.153297
  nChanged 64
		SP:Iteration 14Q (19330.560000 sec): 3 clusters
  Score: Raw -604388.835123 + Penalty 2768.282729 = -601620.552394
  nChanged 60
		SP:Iteration 15Q (19330.730000 sec): 3 clusters
  Score: Raw -604414.703717 + Penalty 2768.282729 = -601646.420988
  nChanged 40
		SP:Iteration 16Q (19330.920000 sec): 3 clusters
  Score: Raw -604427.354385 + Penalty 2768.282729 = -601659.071656
  nChanged 24
		SP:Iteration 17Q (19331.080000 sec): 3 clusters
  Score: Raw -604434.665196 + Penalty 2768.282729 = -601666.382468
  nChanged 35
		SP:Iteration 18Q (19331.270000 sec): 3 clusters
  Score: Raw -604447.833878 + Penalty 2768.282729 = -601679.551149
  nChanged 26
		SP:Iteration 19Q (19331.490000 sec): 3 clusters
  Score: Raw -604457.961266 + Penalty 2768.282729 = -601689.678537
  nChanged 25
		SP:Iteration 20F (19331.690000 sec): 3 clusters
  Score: Raw -604470.871937 + Penalty 2768.282729 = -601702.589208
  nChanged 31
		SP:Iteration 21Q (19331.840000 sec): 3 clusters
  Score: Raw -604486.963210 + Penalty 2768.282729 = -601718.680481
  nChanged 31
		SP:Iteration 22Q (19332.000000 sec): 3 clusters
  Score: Raw -604500.856909 + Penalty 2768.282729 = -601732.574181
  nChanged 36
		SP:Iteration 23Q (19332.190000 sec): 3 clusters
  Score: Raw -604520.681038 + Penalty 2768.282729 = -601752.398309
  nChanged 32
		SP:Iteration 24Q (19332.380000 sec): 3 clusters
  Score: Raw -604536.212802 + Penalty 2768.282729 = -601767.930073
  nChanged 27
		SP:Iteration 25Q (19332.580000 sec): 3 clusters
  Score: Raw -604549.717152 + Penalty 2768.282729 = -601781.434424
  nChanged 28
		SP:Iteration 26Q (19332.770000 sec): 3 clusters
  Score: Raw -604561.898335 + Penalty 2768.282729 = -601793.615607
  nChanged 16
		SP:Iteration 27Q (19332.990000 sec): 3 clusters
  Score: Raw -604567.892446 + Penalty 2768.282729 = -601799.609717
  nChanged 16
		SP:Iteration 28Q (19333.190000 sec): 3 clusters
  Score: Raw -604571.822215 + Penalty 2768.282729 = -601803.539486
  nChanged 11
		SP:Iteration 29Q (19333.400000 sec): 3 clusters
  Score: Raw -604573.831982 + Penalty 2768.282729 = -601805.549254
  nChanged 1
		SP:Iteration 30Q (19333.580000 sec): 3 clusters
  Score: Raw -604574.524738 + Penalty 2768.282729 = -601806.242009
  nChanged 1
		SP:Iteration 31Q (19333.780000 sec): 3 clusters
  Score: Raw -604574.761676 + Penalty 2768.282729 = -601806.478948
  nChanged 0
		SP:Iteration 32F (19334.000000 sec): 3 clusters
  Score: Raw -604574.761676 + Penalty 2768.282729 = -601806.478948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19334.110000 sec): 2 clusters
  Score: Raw -508516.760840 + Penalty 1357.060024 = -507159.700816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19334.310000 sec): 3 clusters
  Score: Raw -506367.891647 + Penalty 2714.120047 = -503653.771600
  nChanged 1677
		SP:Iteration 1F (19334.540000 sec): 3 clusters
  Score: Raw -507298.336554 + Penalty 2714.120047 = -504584.216507
  nChanged 286
		SP:Iteration 2F (19334.750000 sec): 3 clusters
  Score: Raw -507465.415638 + Penalty 2714.120047 = -504751.295590
  nChanged 215
		SP:Iteration 3F (19334.900000 sec): 3 clusters
  Score: Raw -507574.853137 + Penalty 2714.120047 = -504860.733090
  nChanged 155
		SP:Iteration 4Q (19335.130000 sec): 3 clusters
  Score: Raw -507647.782399 + Penalty 2714.120047 = -504933.662352
  nChanged 109
		SP:Iteration 5Q (19335.330000 sec): 3 clusters
  Score: Raw -507697.462296 + Penalty 2714.120047 = -504983.342248
  nChanged 95
		SP:Iteration 6Q (19335.500000 sec): 3 clusters
  Score: Raw -507730.684197 + Penalty 2714.120047 = -505016.564149
  nChanged 65
		SP:Iteration 7Q (19335.690000 sec): 3 clusters
  Score: Raw -507753.148108 + Penalty 2714.120047 = -505039.028060
  nChanged 74
		SP:Iteration 8Q (19335.910000 sec): 3 clusters
  Score: Raw -507783.153790 + Penalty 2714.120047 = -505069.033743
  nChanged 65
		SP:Iteration 9Q (19336.080000 sec): 3 clusters
  Score: Raw -507815.220918 + Penalty 2714.120047 = -505101.100871
  nChanged 73
		SP:Iteration 10Q (19336.280000 sec): 3 clusters
  Score: Raw -507838.277813 + Penalty 2714.120047 = -505124.157766
  nChanged 54
		SP:Iteration 11Q (19336.470000 sec): 3 clusters
  Score: Raw -507854.394642 + Penalty 2714.120047 = -505140.274594
  nChanged 36
		SP:Iteration 12Q (19336.650000 sec): 3 clusters
  Score: Raw -507865.569247 + Penalty 2714.120047 = -505151.449200
  nChanged 43
		SP:Iteration 13Q (19336.850000 sec): 3 clusters
  Score: Raw -507878.939019 + Penalty 2714.120047 = -505164.818971
  nChanged 30
		SP:Iteration 14Q (19337.060000 sec): 3 clusters
  Score: Raw -507887.029522 + Penalty 2714.120047 = -505172.909475
  nChanged 26
		SP:Iteration 15Q (19337.280000 sec): 3 clusters
  Score: Raw -507893.339217 + Penalty 2714.120047 = -505179.219170
  nChanged 14
		SP:Iteration 16Q (19337.500000 sec): 3 clusters
  Score: Raw -507897.980201 + Penalty 2714.120047 = -505183.860154
  nChanged 21
		SP:Iteration 17Q (19337.710000 sec): 3 clusters
  Score: Raw -507902.668415 + Penalty 2714.120047 = -505188.548368
  nChanged 18
		SP:Iteration 18Q (19337.900000 sec): 3 clusters
  Score: Raw -507906.261146 + Penalty 2714.120047 = -505192.141099
  nChanged 9
		SP:Iteration 19Q (19338.140000 sec): 3 clusters
  Score: Raw -507909.194082 + Penalty 2714.120047 = -505195.074034
  nChanged 10
		SP:Iteration 20F (19338.330000 sec): 3 clusters
  Score: Raw -507911.399624 + Penalty 2714.120047 = -505197.279577
  nChanged 9
		SP:Iteration 21Q (19338.480000 sec): 3 clusters
  Score: Raw -507913.796296 + Penalty 2714.120047 = -505199.676248
  nChanged 10
		SP:Iteration 22Q (19338.720000 sec): 3 clusters
  Score: Raw -507915.825241 + Penalty 2714.120047 = -505201.705194
  nChanged 13
		SP:Iteration 23Q (19338.910000 sec): 3 clusters
  Score: Raw -507919.450501 + Penalty 2714.120047 = -505205.330454
  nChanged 12
		SP:Iteration 24Q (19339.090000 sec): 3 clusters
  Score: Raw -507923.587057 + Penalty 2714.120047 = -505209.467010
  nChanged 17
		SP:Iteration 25Q (19339.290000 sec): 3 clusters
  Score: Raw -507927.994738 + Penalty 2714.120047 = -505213.874690
  nChanged 12
		SP:Iteration 26Q (19339.440000 sec): 3 clusters
  Score: Raw -507932.189378 + Penalty 2714.120047 = -505218.069330
  nChanged 18
		SP:Iteration 27Q (19339.660000 sec): 3 clusters
  Score: Raw -507935.691943 + Penalty 2714.120047 = -505221.571895
  nChanged 11
		SP:Iteration 28Q (19339.820000 sec): 3 clusters
  Score: Raw -507939.207775 + Penalty 2714.120047 = -505225.087728
  nChanged 12
		SP:Iteration 29Q (19339.990000 sec): 3 clusters
  Score: Raw -507942.749249 + Penalty 2714.120047 = -505228.629202
  nChanged 14
		SP:Iteration 30Q (19340.150000 sec): 3 clusters
  Score: Raw -507946.653598 + Penalty 2714.120047 = -505232.533551
  nChanged 14
		SP:Iteration 31Q (19340.350000 sec): 3 clusters
  Score: Raw -507950.309008 + Penalty 2714.120047 = -505236.188960
  nChanged 19
		SP:Iteration 32Q (19340.560000 sec): 3 clusters
  Score: Raw -507954.924207 + Penalty 2714.120047 = -505240.804160
  nChanged 22
		SP:Iteration 33Q (19340.740000 sec): 3 clusters
  Score: Raw -507959.306941 + Penalty 2714.120047 = -505245.186893
  nChanged 26
		SP:Iteration 34Q (19340.930000 sec): 3 clusters
  Score: Raw -507965.710816 + Penalty 2714.120047 = -505251.590768
  nChanged 21
		SP:Iteration 35Q (19341.120000 sec): 3 clusters
  Score: Raw -507970.894278 + Penalty 2714.120047 = -505256.774231
  nChanged 15
		SP:Iteration 36Q (19341.280000 sec): 3 clusters
  Score: Raw -507974.017098 + Penalty 2714.120047 = -505259.897051
  nChanged 13
		SP:Iteration 37Q (19341.490000 sec): 3 clusters
  Score: Raw -507976.663626 + Penalty 2714.120047 = -505262.543578
  nChanged 10
		SP:Iteration 38Q (19341.660000 sec): 3 clusters
  Score: Raw -507979.291944 + Penalty 2714.120047 = -505265.171897
  nChanged 12
		SP:Iteration 39Q (19341.870000 sec): 3 clusters
  Score: Raw -507983.047430 + Penalty 2714.120047 = -505268.927382
  nChanged 15
		SP:Iteration 40F (19342.030000 sec): 3 clusters
  Score: Raw -507987.205146 + Penalty 2714.120047 = -505273.085099
  nChanged 13
		SP:Iteration 41Q (19342.240000 sec): 3 clusters
  Score: Raw -507989.981346 + Penalty 2714.120047 = -505275.861298
  nChanged 10
		SP:Iteration 42Q (19342.410000 sec): 3 clusters
  Score: Raw -507992.242282 + Penalty 2714.120047 = -505278.122235
  nChanged 16
		SP:Iteration 43Q (19342.590000 sec): 3 clusters
  Score: Raw -507996.692700 + Penalty 2714.120047 = -505282.572652
  nChanged 14
		SP:Iteration 44Q (19342.760000 sec): 3 clusters
  Score: Raw -507999.509784 + Penalty 2714.120047 = -505285.389736
  nChanged 16
		SP:Iteration 45Q (19342.960000 sec): 3 clusters
  Score: Raw -508003.842244 + Penalty 2714.120047 = -505289.722196
  nChanged 19
		SP:Iteration 46Q (19343.170000 sec): 3 clusters
  Score: Raw -508008.040784 + Penalty 2714.120047 = -505293.920737
  nChanged 15
		SP:Iteration 47Q (19343.350000 sec): 3 clusters
  Score: Raw -508012.229864 + Penalty 2714.120047 = -505298.109816
  nChanged 16
		SP:Iteration 48Q (19343.580000 sec): 3 clusters
  Score: Raw -508016.325897 + Penalty 2714.120047 = -505302.205849
  nChanged 16
		SP:Iteration 49Q (19343.750000 sec): 3 clusters
  Score: Raw -508021.373663 + Penalty 2714.120047 = -505307.253616
  nChanged 14
		SP:Iteration 50Q (19343.940000 sec): 3 clusters
  Score: Raw -508025.698348 + Penalty 2714.120047 = -505311.578301
  nChanged 21
		SP:Iteration 51Q (19344.140000 sec): 3 clusters
  Score: Raw -508031.717061 + Penalty 2714.120047 = -505317.597014
  nChanged 18
		SP:Iteration 52Q (19344.370000 sec): 3 clusters
  Score: Raw -508037.551969 + Penalty 2714.120047 = -505323.431922
  nChanged 20
		SP:Iteration 53Q (19344.590000 sec): 3 clusters
  Score: Raw -508043.362706 + Penalty 2714.120047 = -505329.242658
  nChanged 21
		SP:Iteration 54Q (19344.750000 sec): 3 clusters
  Score: Raw -508049.894627 + Penalty 2714.120047 = -505335.774580
  nChanged 32
		SP:Iteration 55Q (19344.960000 sec): 3 clusters
  Score: Raw -508060.840962 + Penalty 2714.120047 = -505346.720914
  nChanged 44
		SP:Iteration 56Q (19345.150000 sec): 3 clusters
  Score: Raw -508078.723776 + Penalty 2714.120047 = -505364.603729
  nChanged 40
		SP:Iteration 57Q (19345.350000 sec): 3 clusters
  Score: Raw -508097.349826 + Penalty 2714.120047 = -505383.229778
  nChanged 55
		SP:Iteration 58Q (19345.550000 sec): 3 clusters
  Score: Raw -508121.272784 + Penalty 2714.120047 = -505407.152736
  nChanged 54
		SP:Iteration 59Q (19345.730000 sec): 3 clusters
  Score: Raw -508141.020973 + Penalty 2714.120047 = -505426.900926
  nChanged 51
		SP:Iteration 60F (19345.940000 sec): 3 clusters
  Score: Raw -508160.064449 + Penalty 2714.120047 = -505445.944402
  nChanged 42
		SP:Iteration 61Q (19346.150000 sec): 3 clusters
  Score: Raw -508176.229912 + Penalty 2714.120047 = -505462.109865
  nChanged 39
		SP:Iteration 62Q (19346.350000 sec): 3 clusters
  Score: Raw -508190.300876 + Penalty 2714.120047 = -505476.180829
  nChanged 40
		SP:Iteration 63Q (19346.510000 sec): 3 clusters
  Score: Raw -508205.052958 + Penalty 2714.120047 = -505490.932911
  nChanged 38
		SP:Iteration 64Q (19346.660000 sec): 3 clusters
  Score: Raw -508218.707019 + Penalty 2714.120047 = -505504.586972
  nChanged 31
		SP:Iteration 65Q (19346.840000 sec): 3 clusters
  Score: Raw -508230.884338 + Penalty 2714.120047 = -505516.764291
  nChanged 33
		SP:Iteration 66Q (19347.010000 sec): 3 clusters
  Score: Raw -508241.555395 + Penalty 2714.120047 = -505527.435348
  nChanged 35
		SP:Iteration 67Q (19347.200000 sec): 3 clusters
  Score: Raw -508252.615418 + Penalty 2714.120047 = -505538.495371
  nChanged 31
		SP:Iteration 68Q (19347.430000 sec): 3 clusters
  Score: Raw -508263.877449 + Penalty 2714.120047 = -505549.757401
  nChanged 22
		SP:Iteration 69Q (19347.610000 sec): 3 clusters
  Score: Raw -508271.316486 + Penalty 2714.120047 = -505557.196439
  nChanged 18
		SP:Iteration 70Q (19347.840000 sec): 3 clusters
  Score: Raw -508276.339667 + Penalty 2714.120047 = -505562.219620
  nChanged 13
		SP:Iteration 71Q (19348.030000 sec): 3 clusters
  Score: Raw -508281.272319 + Penalty 2714.120047 = -505567.152272
  nChanged 17
		SP:Iteration 72Q (19348.270000 sec): 3 clusters
  Score: Raw -508286.255323 + Penalty 2714.120047 = -505572.135276
  nChanged 22
		SP:Iteration 73Q (19348.470000 sec): 3 clusters
  Score: Raw -508292.580590 + Penalty 2714.120047 = -505578.460543
  nChanged 15
		SP:Iteration 74Q (19348.610000 sec): 3 clusters
  Score: Raw -508296.629343 + Penalty 2714.120047 = -505582.509296
  nChanged 16
		SP:Iteration 75Q (19348.810000 sec): 3 clusters
  Score: Raw -508300.854912 + Penalty 2714.120047 = -505586.734865
  nChanged 10
		SP:Iteration 76Q (19349.050000 sec): 3 clusters
  Score: Raw -508303.114605 + Penalty 2714.120047 = -505588.994557
  nChanged 5
		SP:Iteration 77Q (19349.260000 sec): 3 clusters
  Score: Raw -508304.292617 + Penalty 2714.120047 = -505590.172569
  nChanged 5
		SP:Iteration 78Q (19349.430000 sec): 3 clusters
  Score: Raw -508305.387895 + Penalty 2714.120047 = -505591.267848
  nChanged 6
		SP:Iteration 79Q (19349.610000 sec): 3 clusters
  Score: Raw -508306.241648 + Penalty 2714.120047 = -505592.121600
  nChanged 3
		SP:Iteration 80F (19349.780000 sec): 3 clusters
  Score: Raw -508307.545025 + Penalty 2714.120047 = -505593.424978
  nChanged 4
		SP:Iteration 81Q (19349.970000 sec): 3 clusters
  Score: Raw -508308.220178 + Penalty 2714.120047 = -505594.100131
  nChanged 0
		SP:Iteration 82F (19350.170000 sec): 3 clusters
  Score: Raw -508308.220178 + Penalty 2714.120047 = -505594.100131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19350.310000 sec): 2 clusters
  Score: Raw -66327.183088 + Penalty 1034.830418 = -65292.352670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19350.450000 sec): 3 clusters
  Score: Raw -66258.829123 + Penalty 2069.660836 = -64189.168288
  nChanged 154
		SP:Iteration 1F (19350.600000 sec): 3 clusters
  Score: Raw -66456.684470 + Penalty 2069.660836 = -64387.023634
  nChanged 46
		SP:Iteration 2F (19350.790000 sec): 3 clusters
  Score: Raw -66522.253431 + Penalty 2069.660836 = -64452.592596
  nChanged 23
		SP:Iteration 3Q (19351.000000 sec): 3 clusters
  Score: Raw -66558.144996 + Penalty 2069.660836 = -64488.484161
  nChanged 11
		SP:Iteration 4Q (19351.170000 sec): 3 clusters
  Score: Raw -66570.568835 + Penalty 2069.660836 = -64500.908000
  nChanged 9
		SP:Iteration 5Q (19351.350000 sec): 3 clusters
  Score: Raw -66580.925584 + Penalty 2069.660836 = -64511.264748
  nChanged 7
		SP:Iteration 6Q (19351.570000 sec): 3 clusters
  Score: Raw -66587.382525 + Penalty 2069.660836 = -64517.721690
  nChanged 4
		SP:Iteration 7Q (19351.740000 sec): 3 clusters
  Score: Raw -66599.388594 + Penalty 2069.660836 = -64529.727759
  nChanged 5
		SP:Iteration 8Q (19351.940000 sec): 3 clusters
  Score: Raw -66604.082793 + Penalty 2069.660836 = -64534.421957
  nChanged 5
		SP:Iteration 9Q (19352.070000 sec): 3 clusters
  Score: Raw -66613.022814 + Penalty 2069.660836 = -64543.361979
  nChanged 2
		SP:Iteration 10Q (19352.270000 sec): 3 clusters
  Score: Raw -66616.287471 + Penalty 2069.660836 = -64546.626636
  nChanged 3
		SP:Iteration 11Q (19352.430000 sec): 3 clusters
  Score: Raw -66622.309475 + Penalty 2069.660836 = -64552.648639
  nChanged 6
		SP:Iteration 12Q (19352.670000 sec): 3 clusters
  Score: Raw -66629.025350 + Penalty 2069.660836 = -64559.364515
  nChanged 2
		SP:Iteration 13Q (19352.850000 sec): 3 clusters
  Score: Raw -66631.495823 + Penalty 2069.660836 = -64561.834988
  nChanged 3
		SP:Iteration 14Q (19353.090000 sec): 3 clusters
  Score: Raw -66635.972158 + Penalty 2069.660836 = -64566.311323
  nChanged 7
		SP:Iteration 15Q (19353.280000 sec): 3 clusters
  Score: Raw -66646.449507 + Penalty 2069.660836 = -64576.788672
  nChanged 4
		SP:Iteration 16Q (19353.430000 sec): 3 clusters
  Score: Raw -66650.919400 + Penalty 2069.660836 = -64581.258565
  nChanged 1
		SP:Iteration 17Q (19353.580000 sec): 3 clusters
  Score: Raw -66651.159907 + Penalty 2069.660836 = -64581.499072
  nChanged 1
		SP:Iteration 18Q (19353.730000 sec): 3 clusters
  Score: Raw -66652.914571 + Penalty 2069.660836 = -64583.253735
  nChanged 1
		SP:Iteration 19Q (19353.920000 sec): 3 clusters
  Score: Raw -66654.242760 + Penalty 2069.660836 = -64584.581925
  nChanged 1
		SP:Iteration 20F (19354.100000 sec): 3 clusters
  Score: Raw -66655.030419 + Penalty 2069.660836 = -64585.369583
  nChanged 1
		SP:Iteration 21Q (19354.250000 sec): 3 clusters
  Score: Raw -66657.257333 + Penalty 2069.660836 = -64587.596498
  nChanged 2
		SP:Iteration 22Q (19354.390000 sec): 3 clusters
  Score: Raw -66660.049245 + Penalty 2069.660836 = -64590.388409
  nChanged 2
		SP:Iteration 23Q (19354.540000 sec): 3 clusters
  Score: Raw -66667.385601 + Penalty 2069.660836 = -64597.724765
  nChanged 3
		SP:Iteration 24Q (19354.690000 sec): 3 clusters
  Score: Raw -66670.088919 + Penalty 2069.660836 = -64600.428083
  nChanged 3
		SP:Iteration 25Q (19354.890000 sec): 3 clusters
  Score: Raw -66672.954694 + Penalty 2069.660836 = -64603.293859
  nChanged 2
		SP:Iteration 26Q (19355.010000 sec): 3 clusters
  Score: Raw -66676.619696 + Penalty 2069.660836 = -64606.958860
  nChanged 0
		SP:Iteration 27F (19355.150000 sec): 3 clusters
  Score: Raw -66676.619696 + Penalty 2069.660836 = -64606.958860
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19355.250000 sec): 2 clusters
  Score: Raw -39407.178447 + Penalty 978.810234 = -38428.368213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19355.390000 sec): 3 clusters
  Score: Raw -39446.162975 + Penalty 1957.620468 = -37488.542507
  nChanged 104
		SP:Iteration 1F (19355.540000 sec): 3 clusters
  Score: Raw -39675.046967 + Penalty 1957.620468 = -37717.426499
  nChanged 39
		SP:Iteration 2F (19355.690000 sec): 3 clusters
  Score: Raw -39792.323391 + Penalty 1957.620468 = -37834.702923
  nChanged 26
		SP:Iteration 3F (19355.880000 sec): 3 clusters
  Score: Raw -39943.639682 + Penalty 1957.620468 = -37986.019214
  nChanged 20
		SP:Iteration 4Q (19356.020000 sec): 3 clusters
  Score: Raw -39982.023045 + Penalty 1957.620468 = -38024.402578
  nChanged 6
		SP:Iteration 5Q (19356.160000 sec): 3 clusters
  Score: Raw -39996.477290 + Penalty 1957.620468 = -38038.856822
  nChanged 2
		SP:Iteration 6Q (19356.310000 sec): 3 clusters
  Score: Raw -39998.950364 + Penalty 1957.620468 = -38041.329896
  nChanged 0
		SP:Iteration 7F (19356.500000 sec): 3 clusters
  Score: Raw -39998.950364 + Penalty 1957.620468 = -38041.329896
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19356.760000 sec): 2 clusters
  Score: Raw -5104187.357544 + Penalty 1726.776169 = -5102460.581375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19357.100000 sec): 3 clusters
  Score: Raw -5078130.505481 + Penalty 3453.552338 = -5074676.953143
  nChanged 19305
		SP:Iteration 1F (19357.440000 sec): 3 clusters
  Score: Raw -5088961.706765 + Penalty 3453.552338 = -5085508.154427
  nChanged 1671
		SP:Iteration 2Q (19357.700000 sec): 3 clusters
  Score: Raw -5089451.825252 + Penalty 3453.552338 = -5085998.272914
  nChanged 1718
		SP:Iteration 3Q (19358.050000 sec): 3 clusters
  Score: Raw -5090057.783050 + Penalty 3453.552338 = -5086604.230712
  nChanged 1993
		SP:Iteration 4Q (19358.370000 sec): 3 clusters
  Score: Raw -5090918.091812 + Penalty 3453.552338 = -5087464.539474
  nChanged 2382
		SP:Iteration 5F (19358.690000 sec): 3 clusters
  Score: Raw -5092160.623890 + Penalty 3453.552338 = -5088707.071551
  nChanged 2756
		SP:Iteration 6F (19359.030000 sec): 3 clusters
  Score: Raw -5093952.861787 + Penalty 3453.552338 = -5090499.309449
  nChanged 3050
		SP:Iteration 7F (19359.390000 sec): 3 clusters
  Score: Raw -5096325.371168 + Penalty 3453.552338 = -5092871.818829
  nChanged 2962
		SP:Iteration 8F (19359.780000 sec): 3 clusters
  Score: Raw -5098923.580693 + Penalty 3453.552338 = -5095470.028354
  nChanged 2327
		SP:Iteration 9F (19360.150000 sec): 3 clusters
  Score: Raw -5101159.241623 + Penalty 3453.552338 = -5097705.689285
  nChanged 1497
		SP:Iteration 10Q (19360.490000 sec): 3 clusters
  Score: Raw -5102735.914286 + Penalty 3453.552338 = -5099282.361948
  nChanged 798
		SP:Iteration 11Q (19360.810000 sec): 3 clusters
  Score: Raw -5103575.221420 + Penalty 3453.552338 = -5100121.669081
  nChanged 478
		SP:Iteration 12Q (19361.150000 sec): 3 clusters
  Score: Raw -5103977.762054 + Penalty 3453.552338 = -5100524.209716
  nChanged 324
		SP:Iteration 13Q (19361.520000 sec): 3 clusters
  Score: Raw -5104190.428521 + Penalty 3453.552338 = -5100736.876182
  nChanged 215
		SP:Iteration 14Q (19361.900000 sec): 3 clusters
  Score: Raw -5104313.903914 + Penalty 3453.552338 = -5100860.351576
  nChanged 153
		SP:Iteration 15Q (19362.220000 sec): 3 clusters
  Score: Raw -5104383.359934 + Penalty 3453.552338 = -5100929.807596
  nChanged 119
		SP:Iteration 16Q (19362.550000 sec): 3 clusters
  Score: Raw -5104431.246744 + Penalty 3453.552338 = -5100977.694405
  nChanged 71
		SP:Iteration 17Q (19362.920000 sec): 3 clusters
  Score: Raw -5104455.055838 + Penalty 3453.552338 = -5101001.503500
  nChanged 59
		SP:Iteration 18Q (19363.250000 sec): 3 clusters
  Score: Raw -5104478.511557 + Penalty 3453.552338 = -5101024.959218
  nChanged 52
		SP:Iteration 19Q (19363.600000 sec): 3 clusters
  Score: Raw -5104497.535205 + Penalty 3453.552338 = -5101043.982866
  nChanged 50
		SP:Iteration 20F (19363.920000 sec): 3 clusters
  Score: Raw -5104514.180914 + Penalty 3453.552338 = -5101060.628575
  nChanged 32
		SP:Iteration 21Q (19364.270000 sec): 3 clusters
  Score: Raw -5104525.694595 + Penalty 3453.552338 = -5101072.142257
  nChanged 39
		SP:Iteration 22Q (19364.680000 sec): 3 clusters
  Score: Raw -5104540.895663 + Penalty 3453.552338 = -5101087.343325
  nChanged 33
		SP:Iteration 23Q (19365.040000 sec): 3 clusters
  Score: Raw -5104552.466367 + Penalty 3453.552338 = -5101098.914029
  nChanged 28
		SP:Iteration 24Q (19365.400000 sec): 3 clusters
  Score: Raw -5104564.653854 + Penalty 3453.552338 = -5101111.101515
  nChanged 19
		SP:Iteration 25Q (19365.760000 sec): 3 clusters
  Score: Raw -5104572.044599 + Penalty 3453.552338 = -5101118.492260
  nChanged 19
		SP:Iteration 26Q (19366.100000 sec): 3 clusters
  Score: Raw -5104578.884266 + Penalty 3453.552338 = -5101125.331928
  nChanged 16
		SP:Iteration 27Q (19366.460000 sec): 3 clusters
  Score: Raw -5104585.292118 + Penalty 3453.552338 = -5101131.739780
  nChanged 15
		SP:Iteration 28Q (19366.780000 sec): 3 clusters
  Score: Raw -5104589.634624 + Penalty 3453.552338 = -5101136.082285
  nChanged 8
		SP:Iteration 29Q (19367.110000 sec): 3 clusters
  Score: Raw -5104592.049317 + Penalty 3453.552338 = -5101138.496979
  nChanged 6
		SP:Iteration 30Q (19367.500000 sec): 3 clusters
  Score: Raw -5104594.068582 + Penalty 3453.552338 = -5101140.516243
  nChanged 7
		SP:Iteration 31Q (19367.810000 sec): 3 clusters
  Score: Raw -5104596.422413 + Penalty 3453.552338 = -5101142.870075
  nChanged 8
		SP:Iteration 32Q (19368.120000 sec): 3 clusters
  Score: Raw -5104598.538714 + Penalty 3453.552338 = -5101144.986376
  nChanged 7
		SP:Iteration 33Q (19368.440000 sec): 3 clusters
  Score: Raw -5104601.347743 + Penalty 3453.552338 = -5101147.795404
  nChanged 9
		SP:Iteration 34Q (19368.780000 sec): 3 clusters
  Score: Raw -5104605.237903 + Penalty 3453.552338 = -5101151.685565
  nChanged 8
		SP:Iteration 35Q (19369.120000 sec): 3 clusters
  Score: Raw -5104608.487778 + Penalty 3453.552338 = -5101154.935439
  nChanged 10
		SP:Iteration 36Q (19369.440000 sec): 3 clusters
  Score: Raw -5104612.182541 + Penalty 3453.552338 = -5101158.630203
  nChanged 9
		SP:Iteration 37Q (19369.830000 sec): 3 clusters
  Score: Raw -5104614.846076 + Penalty 3453.552338 = -5101161.293738
  nChanged 7
		SP:Iteration 38Q (19370.140000 sec): 3 clusters
  Score: Raw -5104616.611470 + Penalty 3453.552338 = -5101163.059132
  nChanged 8
		SP:Iteration 39Q (19370.510000 sec): 3 clusters
  Score: Raw -5104619.911320 + Penalty 3453.552338 = -5101166.358981
  nChanged 8
		SP:Iteration 40F (19370.870000 sec): 3 clusters
  Score: Raw -5104622.587497 + Penalty 3453.552338 = -5101169.035159
  nChanged 6
		SP:Iteration 41Q (19371.170000 sec): 3 clusters
  Score: Raw -5104624.221094 + Penalty 3453.552338 = -5101170.668756
  nChanged 5
		SP:Iteration 42Q (19371.480000 sec): 3 clusters
  Score: Raw -5104625.308270 + Penalty 3453.552338 = -5101171.755932
  nChanged 4
		SP:Iteration 43Q (19371.800000 sec): 3 clusters
  Score: Raw -5104626.480756 + Penalty 3453.552338 = -5101172.928418
  nChanged 2
		SP:Iteration 44Q (19372.160000 sec): 3 clusters
  Score: Raw -5104627.267148 + Penalty 3453.552338 = -5101173.714810
  nChanged 3
		SP:Iteration 45Q (19372.550000 sec): 3 clusters
  Score: Raw -5104628.347979 + Penalty 3453.552338 = -5101174.795641
  nChanged 6
		SP:Iteration 46Q (19372.850000 sec): 3 clusters
  Score: Raw -5104630.260159 + Penalty 3453.552338 = -5101176.707820
  nChanged 6
		SP:Iteration 47Q (19373.220000 sec): 3 clusters
  Score: Raw -5104632.183853 + Penalty 3453.552338 = -5101178.631514
  nChanged 6
		SP:Iteration 48Q (19373.600000 sec): 3 clusters
  Score: Raw -5104633.728599 + Penalty 3453.552338 = -5101180.176261
  nChanged 6
		SP:Iteration 49Q (19373.930000 sec): 3 clusters
  Score: Raw -5104635.582780 + Penalty 3453.552338 = -5101182.030442
  nChanged 6
		SP:Iteration 50Q (19374.270000 sec): 3 clusters
  Score: Raw -5104636.898883 + Penalty 3453.552338 = -5101183.346545
  nChanged 1
		SP:Iteration 51Q (19374.620000 sec): 3 clusters
  Score: Raw -5104637.562965 + Penalty 3453.552338 = -5101184.010627
  nChanged 1
		SP:Iteration 52Q (19374.950000 sec): 3 clusters
  Score: Raw -5104637.811959 + Penalty 3453.552338 = -5101184.259621
  nChanged 3
		SP:Iteration 53Q (19375.270000 sec): 3 clusters
  Score: Raw -5104638.939628 + Penalty 3453.552338 = -5101185.387290
  nChanged 4
		SP:Iteration 54Q (19375.620000 sec): 3 clusters
  Score: Raw -5104640.393898 + Penalty 3453.552338 = -5101186.841560
  nChanged 6
		SP:Iteration 55Q (19375.980000 sec): 3 clusters
  Score: Raw -5104642.132104 + Penalty 3453.552338 = -5101188.579765
  nChanged 4
		SP:Iteration 56Q (19376.390000 sec): 3 clusters
  Score: Raw -5104643.649594 + Penalty 3453.552338 = -5101190.097256
  nChanged 3
		SP:Iteration 57Q (19376.750000 sec): 3 clusters
  Score: Raw -5104644.474616 + Penalty 3453.552338 = -5101190.922278
  nChanged 3
		SP:Iteration 58Q (19377.090000 sec): 3 clusters
  Score: Raw -5104645.098764 + Penalty 3453.552338 = -5101191.546425
  nChanged 2
		SP:Iteration 59Q (19377.490000 sec): 3 clusters
  Score: Raw -5104645.400408 + Penalty 3453.552338 = -5101191.848070
  nChanged 4
		SP:Iteration 60F (19377.870000 sec): 3 clusters
  Score: Raw -5104647.091019 + Penalty 3453.552338 = -5101193.538681
  nChanged 4
		SP:Iteration 61Q (19378.170000 sec): 3 clusters
  Score: Raw -5104648.848142 + Penalty 3453.552338 = -5101195.295803
  nChanged 3
		SP:Iteration 62Q (19378.530000 sec): 3 clusters
  Score: Raw -5104649.620810 + Penalty 3453.552338 = -5101196.068472
  nChanged 3
		SP:Iteration 63Q (19378.840000 sec): 3 clusters
  Score: Raw -5104650.363875 + Penalty 3453.552338 = -5101196.811537
  nChanged 2
		SP:Iteration 64Q (19379.180000 sec): 3 clusters
  Score: Raw -5104651.288548 + Penalty 3453.552338 = -5101197.736209
  nChanged 1
		SP:Iteration 65Q (19379.500000 sec): 3 clusters
  Score: Raw -5104651.475080 + Penalty 3453.552338 = -5101197.922741
  nChanged 0
		SP:Iteration 66F (19379.890000 sec): 3 clusters
  Score: Raw -5104651.475080 + Penalty 3453.552338 = -5101197.922741
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19379.990000 sec): 2 clusters
  Score: Raw -185654.127510 + Penalty 1211.673865 = -184442.453645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19380.210000 sec): 3 clusters
  Score: Raw -184961.533409 + Penalty 2423.347730 = -182538.185678
  nChanged 623
		SP:Iteration 1F (19380.410000 sec): 3 clusters
  Score: Raw -185605.283189 + Penalty 2423.347730 = -183181.935459
  nChanged 185
		SP:Iteration 2F (19380.580000 sec): 3 clusters
  Score: Raw -185819.910816 + Penalty 2423.347730 = -183396.563086
  nChanged 109
		SP:Iteration 3F (19380.790000 sec): 3 clusters
  Score: Raw -185921.929464 + Penalty 2423.347730 = -183498.581734
  nChanged 84
		SP:Iteration 4Q (19380.940000 sec): 3 clusters
  Score: Raw -186017.403333 + Penalty 2423.347730 = -183594.055602
  nChanged 71
		SP:Iteration 5Q (19381.150000 sec): 3 clusters
  Score: Raw -186088.274078 + Penalty 2423.347730 = -183664.926348
  nChanged 63
		SP:Iteration 6Q (19381.310000 sec): 3 clusters
  Score: Raw -186153.918650 + Penalty 2423.347730 = -183730.570920
  nChanged 47
		SP:Iteration 7Q (19381.480000 sec): 3 clusters
  Score: Raw -186206.657289 + Penalty 2423.347730 = -183783.309558
  nChanged 48
		SP:Iteration 8Q (19381.670000 sec): 3 clusters
  Score: Raw -186262.397645 + Penalty 2423.347730 = -183839.049915
  nChanged 41
		SP:Iteration 9Q (19381.840000 sec): 3 clusters
  Score: Raw -186313.704583 + Penalty 2423.347730 = -183890.356852
  nChanged 41
		SP:Iteration 10Q (19381.990000 sec): 3 clusters
  Score: Raw -186373.455778 + Penalty 2423.347730 = -183950.108047
  nChanged 44
		SP:Iteration 11Q (19382.160000 sec): 3 clusters
  Score: Raw -186452.351757 + Penalty 2423.347730 = -184029.004026
  nChanged 44
		SP:Iteration 12Q (19382.290000 sec): 3 clusters
  Score: Raw -186518.000991 + Penalty 2423.347730 = -184094.653260
  nChanged 44
		SP:Iteration 13Q (19382.440000 sec): 3 clusters
  Score: Raw -186584.402411 + Penalty 2423.347730 = -184161.054680
  nChanged 38
		SP:Iteration 14Q (19382.580000 sec): 3 clusters
  Score: Raw -186620.778091 + Penalty 2423.347730 = -184197.430360
  nChanged 21
		SP:Iteration 15Q (19382.740000 sec): 3 clusters
  Score: Raw -186633.191860 + Penalty 2423.347730 = -184209.844130
  nChanged 12
		SP:Iteration 16Q (19382.880000 sec): 3 clusters
  Score: Raw -186641.475012 + Penalty 2423.347730 = -184218.127282
  nChanged 6
		SP:Iteration 17Q (19383.080000 sec): 3 clusters
  Score: Raw -186643.538333 + Penalty 2423.347730 = -184220.190603
  nChanged 1
		SP:Iteration 18Q (19383.260000 sec): 3 clusters
  Score: Raw -186644.246444 + Penalty 2423.347730 = -184220.898714
  nChanged 1
		SP:Iteration 19Q (19383.410000 sec): 3 clusters
  Score: Raw -186644.526608 + Penalty 2423.347730 = -184221.178878
  nChanged 0
		SP:Iteration 20F (19383.560000 sec): 3 clusters
  Score: Raw -186644.526608 + Penalty 2423.347730 = -184221.178878
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (32140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19383.770000 sec): 2 clusters
  Score: Raw -3678387.210511 + Penalty 1686.401704 = -3676700.808807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19384.100000 sec): 3 clusters
  Score: Raw -3658336.173335 + Penalty 3372.803408 = -3654963.369927
  nChanged 14918
		SP:Iteration 1F (19384.370000 sec): 3 clusters
  Score: Raw -3666734.433791 + Penalty 3372.803408 = -3663361.630383
  nChanged 1529
		SP:Iteration 2Q (19384.730000 sec): 3 clusters
  Score: Raw -3667349.790322 + Penalty 3372.803408 = -3663976.986914
  nChanged 1604
		SP:Iteration 3Q (19385.030000 sec): 3 clusters
  Score: Raw -3668064.766976 + Penalty 3372.803408 = -3664691.963568
  nChanged 1638
		SP:Iteration 4F (19385.310000 sec): 3 clusters
  Score: Raw -3668852.503616 + Penalty 3372.803408 = -3665479.700208
  nChanged 1619
		SP:Iteration 5F (19385.630000 sec): 3 clusters
  Score: Raw -3669719.854203 + Penalty 3372.803408 = -3666347.050795
  nChanged 1727
		SP:Iteration 6F (19385.900000 sec): 3 clusters
  Score: Raw -3670660.618707 + Penalty 3372.803408 = -3667287.815299
  nChanged 1674
		SP:Iteration 7F (19386.190000 sec): 3 clusters
  Score: Raw -3671571.958095 + Penalty 3372.803408 = -3668199.154687
  nChanged 1620
		SP:Iteration 8F (19386.530000 sec): 3 clusters
  Score: Raw -3672497.544348 + Penalty 3372.803408 = -3669124.740940
  nChanged 1554
		SP:Iteration 9Q (19386.850000 sec): 3 clusters
  Score: Raw -3673395.457682 + Penalty 3372.803408 = -3670022.654274
  nChanged 1397
		SP:Iteration 10Q (19387.160000 sec): 3 clusters
  Score: Raw -3674195.643799 + Penalty 3372.803408 = -3670822.840391
  nChanged 1234
		SP:Iteration 11Q (19387.450000 sec): 3 clusters
  Score: Raw -3674889.487949 + Penalty 3372.803408 = -3671516.684541
  nChanged 1055
		SP:Iteration 12Q (19387.740000 sec): 3 clusters
  Score: Raw -3675435.972952 + Penalty 3372.803408 = -3672063.169544
  nChanged 864
		SP:Iteration 13Q (19388.040000 sec): 3 clusters
  Score: Raw -3675869.930661 + Penalty 3372.803408 = -3672497.127253
  nChanged 739
		SP:Iteration 14Q (19388.310000 sec): 3 clusters
  Score: Raw -3676229.906740 + Penalty 3372.803408 = -3672857.103332
  nChanged 665
		SP:Iteration 15Q (19388.650000 sec): 3 clusters
  Score: Raw -3676560.960895 + Penalty 3372.803408 = -3673188.157488
  nChanged 610
		SP:Iteration 16Q (19388.970000 sec): 3 clusters
  Score: Raw -3676898.336760 + Penalty 3372.803408 = -3673525.533352
  nChanged 607
		SP:Iteration 17Q (19389.230000 sec): 3 clusters
  Score: Raw -3677244.546553 + Penalty 3372.803408 = -3673871.743145
  nChanged 552
		SP:Iteration 18Q (19389.570000 sec): 3 clusters
  Score: Raw -3677540.746969 + Penalty 3372.803408 = -3674167.943561
  nChanged 469
		SP:Iteration 19Q (19389.890000 sec): 3 clusters
  Score: Raw -3677758.915041 + Penalty 3372.803408 = -3674386.111634
  nChanged 400
		SP:Iteration 20F (19390.250000 sec): 3 clusters
  Score: Raw -3677930.199511 + Penalty 3372.803408 = -3674557.396103
  nChanged 329
		SP:Iteration 21Q (19390.630000 sec): 3 clusters
  Score: Raw -3678046.606336 + Penalty 3372.803408 = -3674673.802928
  nChanged 278
		SP:Iteration 22Q (19390.980000 sec): 3 clusters
  Score: Raw -3678132.510325 + Penalty 3372.803408 = -3674759.706917
  nChanged 261
		SP:Iteration 23Q (19391.300000 sec): 3 clusters
  Score: Raw -3678213.309544 + Penalty 3372.803408 = -3674840.506136
  nChanged 230
		SP:Iteration 24Q (19391.570000 sec): 3 clusters
  Score: Raw -3678276.075904 + Penalty 3372.803408 = -3674903.272496
  nChanged 195
		SP:Iteration 25Q (19391.910000 sec): 3 clusters
  Score: Raw -3678323.144120 + Penalty 3372.803408 = -3674950.340713
  nChanged 163
		SP:Iteration 26Q (19392.180000 sec): 3 clusters
  Score: Raw -3678361.663558 + Penalty 3372.803408 = -3674988.860151
  nChanged 172
		SP:Iteration 27Q (19392.480000 sec): 3 clusters
  Score: Raw -3678406.102561 + Penalty 3372.803408 = -3675033.299153
  nChanged 165
		SP:Iteration 28Q (19392.810000 sec): 3 clusters
  Score: Raw -3678444.507147 + Penalty 3372.803408 = -3675071.703739
  nChanged 150
		SP:Iteration 29Q (19393.100000 sec): 3 clusters
  Score: Raw -3678478.982597 + Penalty 3372.803408 = -3675106.179189
  nChanged 134
		SP:Iteration 30Q (19393.380000 sec): 3 clusters
  Score: Raw -3678509.107854 + Penalty 3372.803408 = -3675136.304446
  nChanged 115
		SP:Iteration 31Q (19393.650000 sec): 3 clusters
  Score: Raw -3678536.288035 + Penalty 3372.803408 = -3675163.484627
  nChanged 113
		SP:Iteration 32Q (19393.960000 sec): 3 clusters
  Score: Raw -3678558.635019 + Penalty 3372.803408 = -3675185.831611
  nChanged 95
		SP:Iteration 33Q (19394.250000 sec): 3 clusters
  Score: Raw -3678578.259210 + Penalty 3372.803408 = -3675205.455802
  nChanged 85
		SP:Iteration 34Q (19394.540000 sec): 3 clusters
  Score: Raw -3678594.588287 + Penalty 3372.803408 = -3675221.784879
  nChanged 79
		SP:Iteration 35Q (19394.860000 sec): 3 clusters
  Score: Raw -3678612.094384 + Penalty 3372.803408 = -3675239.290976
  nChanged 95
		SP:Iteration 36Q (19395.160000 sec): 3 clusters
  Score: Raw -3678632.192025 + Penalty 3372.803408 = -3675259.388617
  nChanged 92
		SP:Iteration 37Q (19395.520000 sec): 3 clusters
  Score: Raw -3678648.960057 + Penalty 3372.803408 = -3675276.156649
  nChanged 87
		SP:Iteration 38Q (19395.800000 sec): 3 clusters
  Score: Raw -3678665.380754 + Penalty 3372.803408 = -3675292.577346
  nChanged 77
		SP:Iteration 39Q (19396.140000 sec): 3 clusters
  Score: Raw -3678679.449927 + Penalty 3372.803408 = -3675306.646519
  nChanged 62
		SP:Iteration 40F (19396.490000 sec): 3 clusters
  Score: Raw -3678691.064116 + Penalty 3372.803408 = -3675318.260708
  nChanged 55
		SP:Iteration 41Q (19396.780000 sec): 3 clusters
  Score: Raw -3678700.198248 + Penalty 3372.803408 = -3675327.394840
  nChanged 54
		SP:Iteration 42Q (19397.100000 sec): 3 clusters
  Score: Raw -3678710.067066 + Penalty 3372.803408 = -3675337.263658
  nChanged 46
		SP:Iteration 43Q (19397.440000 sec): 3 clusters
  Score: Raw -3678718.436479 + Penalty 3372.803408 = -3675345.633071
  nChanged 57
		SP:Iteration 44Q (19397.740000 sec): 3 clusters
  Score: Raw -3678729.760935 + Penalty 3372.803408 = -3675356.957528
  nChanged 49
		SP:Iteration 45Q (19398.100000 sec): 3 clusters
  Score: Raw -3678738.186883 + Penalty 3372.803408 = -3675365.383475
  nChanged 39
		SP:Iteration 46Q (19398.430000 sec): 3 clusters
  Score: Raw -3678744.245528 + Penalty 3372.803408 = -3675371.442121
  nChanged 38
		SP:Iteration 47Q (19398.720000 sec): 3 clusters
  Score: Raw -3678750.849717 + Penalty 3372.803408 = -3675378.046309
  nChanged 31
		SP:Iteration 48Q (19399.050000 sec): 3 clusters
  Score: Raw -3678756.194917 + Penalty 3372.803408 = -3675383.391509
  nChanged 36
		SP:Iteration 49Q (19399.360000 sec): 3 clusters
  Score: Raw -3678762.760585 + Penalty 3372.803408 = -3675389.957177
  nChanged 37
		SP:Iteration 50Q (19399.640000 sec): 3 clusters
  Score: Raw -3678770.164208 + Penalty 3372.803408 = -3675397.360800
  nChanged 39
		SP:Iteration 51Q (19399.980000 sec): 3 clusters
  Score: Raw -3678776.605885 + Penalty 3372.803408 = -3675403.802477
  nChanged 33
		SP:Iteration 52Q (19400.230000 sec): 3 clusters
  Score: Raw -3678781.851322 + Penalty 3372.803408 = -3675409.047914
  nChanged 25
		SP:Iteration 53Q (19400.580000 sec): 3 clusters
  Score: Raw -3678785.560346 + Penalty 3372.803408 = -3675412.756938
  nChanged 23
		SP:Iteration 54Q (19400.880000 sec): 3 clusters
  Score: Raw -3678789.118809 + Penalty 3372.803408 = -3675416.315402
  nChanged 24
		SP:Iteration 55Q (19401.190000 sec): 3 clusters
  Score: Raw -3678792.036320 + Penalty 3372.803408 = -3675419.232912
  nChanged 22
		SP:Iteration 56Q (19401.500000 sec): 3 clusters
  Score: Raw -3678796.185090 + Penalty 3372.803408 = -3675423.381682
  nChanged 28
		SP:Iteration 57Q (19401.760000 sec): 3 clusters
  Score: Raw -3678801.830547 + Penalty 3372.803408 = -3675429.027139
  nChanged 24
		SP:Iteration 58Q (19402.080000 sec): 3 clusters
  Score: Raw -3678805.081409 + Penalty 3372.803408 = -3675432.278001
  nChanged 20
		SP:Iteration 59Q (19402.370000 sec): 3 clusters
  Score: Raw -3678807.783938 + Penalty 3372.803408 = -3675434.980531
  nChanged 18
		SP:Iteration 60F (19402.660000 sec): 3 clusters
  Score: Raw -3678810.448643 + Penalty 3372.803408 = -3675437.645236
  nChanged 15
		SP:Iteration 61Q (19402.990000 sec): 3 clusters
  Score: Raw -3678812.424529 + Penalty 3372.803408 = -3675439.621121
  nChanged 16
		SP:Iteration 62Q (19403.280000 sec): 3 clusters
  Score: Raw -3678814.920101 + Penalty 3372.803408 = -3675442.116693
  nChanged 24
		SP:Iteration 63Q (19403.540000 sec): 3 clusters
  Score: Raw -3678819.485683 + Penalty 3372.803408 = -3675446.682275
  nChanged 22
		SP:Iteration 64Q (19403.890000 sec): 3 clusters
  Score: Raw -3678823.704787 + Penalty 3372.803408 = -3675450.901379
  nChanged 21
		SP:Iteration 65Q (19404.210000 sec): 3 clusters
  Score: Raw -3678826.855792 + Penalty 3372.803408 = -3675454.052384
  nChanged 20
		SP:Iteration 66Q (19404.540000 sec): 3 clusters
  Score: Raw -3678829.408832 + Penalty 3372.803408 = -3675456.605424
  nChanged 19
		SP:Iteration 67Q (19404.850000 sec): 3 clusters
  Score: Raw -3678833.073198 + Penalty 3372.803408 = -3675460.269790
  nChanged 26
		SP:Iteration 68Q (19405.130000 sec): 3 clusters
  Score: Raw -3678837.816394 + Penalty 3372.803408 = -3675465.012986
  nChanged 23
		SP:Iteration 69Q (19405.420000 sec): 3 clusters
  Score: Raw -3678841.417790 + Penalty 3372.803408 = -3675468.614382
  nChanged 22
		SP:Iteration 70Q (19405.750000 sec): 3 clusters
  Score: Raw -3678845.222408 + Penalty 3372.803408 = -3675472.419000
  nChanged 24
		SP:Iteration 71Q (19406.030000 sec): 3 clusters
  Score: Raw -3678848.939389 + Penalty 3372.803408 = -3675476.135981
  nChanged 20
		SP:Iteration 72Q (19406.350000 sec): 3 clusters
  Score: Raw -3678852.112334 + Penalty 3372.803408 = -3675479.308926
  nChanged 27
		SP:Iteration 73Q (19406.600000 sec): 3 clusters
  Score: Raw -3678856.394194 + Penalty 3372.803408 = -3675483.590786
  nChanged 23
		SP:Iteration 74Q (19406.940000 sec): 3 clusters
  Score: Raw -3678859.280031 + Penalty 3372.803408 = -3675486.476623
  nChanged 17
		SP:Iteration 75Q (19407.280000 sec): 3 clusters
  Score: Raw -3678861.876724 + Penalty 3372.803408 = -3675489.073316
  nChanged 19
		SP:Iteration 76Q (19407.660000 sec): 3 clusters
  Score: Raw -3678864.840791 + Penalty 3372.803408 = -3675492.037383
  nChanged 11
		SP:Iteration 77Q (19407.960000 sec): 3 clusters
  Score: Raw -3678866.186403 + Penalty 3372.803408 = -3675493.382996
  nChanged 12
		SP:Iteration 78Q (19408.290000 sec): 3 clusters
  Score: Raw -3678868.137942 + Penalty 3372.803408 = -3675495.334534
  nChanged 8
		SP:Iteration 79Q (19408.630000 sec): 3 clusters
  Score: Raw -3678869.131327 + Penalty 3372.803408 = -3675496.327919
  nChanged 7
		SP:Iteration 80F (19408.960000 sec): 3 clusters
  Score: Raw -3678870.113681 + Penalty 3372.803408 = -3675497.310273
  nChanged 10
		SP:Iteration 81Q (19409.280000 sec): 3 clusters
  Score: Raw -3678872.425848 + Penalty 3372.803408 = -3675499.622441
  nChanged 17
		SP:Iteration 82Q (19409.600000 sec): 3 clusters
  Score: Raw -3678875.852862 + Penalty 3372.803408 = -3675503.049454
  nChanged 19
		SP:Iteration 83Q (19409.940000 sec): 3 clusters
  Score: Raw -3678879.656166 + Penalty 3372.803408 = -3675506.852758
  nChanged 23
		SP:Iteration 84Q (19410.220000 sec): 3 clusters
  Score: Raw -3678884.055807 + Penalty 3372.803408 = -3675511.252399
  nChanged 23
		SP:Iteration 85Q (19410.520000 sec): 3 clusters
  Score: Raw -3678888.350088 + Penalty 3372.803408 = -3675515.546680
  nChanged 24
		SP:Iteration 86Q (19410.830000 sec): 3 clusters
  Score: Raw -3678892.534319 + Penalty 3372.803408 = -3675519.730911
  nChanged 18
		SP:Iteration 87Q (19411.170000 sec): 3 clusters
  Score: Raw -3678895.141512 + Penalty 3372.803408 = -3675522.338104
  nChanged 17
		SP:Iteration 88Q (19411.460000 sec): 3 clusters
  Score: Raw -3678897.454470 + Penalty 3372.803408 = -3675524.651062
  nChanged 11
		SP:Iteration 89Q (19411.790000 sec): 3 clusters
  Score: Raw -3678899.047577 + Penalty 3372.803408 = -3675526.244169
  nChanged 7
		SP:Iteration 90Q (19412.140000 sec): 3 clusters
  Score: Raw -3678899.910483 + Penalty 3372.803408 = -3675527.107075
  nChanged 6
		SP:Iteration 91Q (19412.460000 sec): 3 clusters
  Score: Raw -3678900.633970 + Penalty 3372.803408 = -3675527.830562
  nChanged 4
		SP:Iteration 92Q (19412.740000 sec): 3 clusters
  Score: Raw -3678901.135364 + Penalty 3372.803408 = -3675528.331956
  nChanged 5
		SP:Iteration 93Q (19413.060000 sec): 3 clusters
  Score: Raw -3678901.613487 + Penalty 3372.803408 = -3675528.810079
  nChanged 1
		SP:Iteration 94Q (19413.360000 sec): 3 clusters
  Score: Raw -3678901.689144 + Penalty 3372.803408 = -3675528.885736
  nChanged 0
		SP:Iteration 95F (19413.720000 sec): 3 clusters
  Score: Raw -3678901.689144 + Penalty 3372.803408 = -3675528.885736
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19413.830000 sec): 2 clusters
  Score: Raw -573913.892100 + Penalty 1392.559329 = -572521.332771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19414.050000 sec): 3 clusters
  Score: Raw -571175.547120 + Penalty 2785.118658 = -568390.428462
  nChanged 2192
		SP:Iteration 1F (19414.250000 sec): 3 clusters
  Score: Raw -572500.657717 + Penalty 2785.118658 = -569715.539060
  nChanged 419
		SP:Iteration 2F (19414.460000 sec): 3 clusters
  Score: Raw -572796.526924 + Penalty 2785.118658 = -570011.408266
  nChanged 353
		SP:Iteration 3F (19414.670000 sec): 3 clusters
  Score: Raw -573048.510277 + Penalty 2785.118658 = -570263.391619
  nChanged 307
		SP:Iteration 4F (19414.870000 sec): 3 clusters
  Score: Raw -573287.593697 + Penalty 2785.118658 = -570502.475039
  nChanged 292
		SP:Iteration 5F (19415.050000 sec): 3 clusters
  Score: Raw -573518.941030 + Penalty 2785.118658 = -570733.822372
  nChanged 264
		SP:Iteration 6F (19415.280000 sec): 3 clusters
  Score: Raw -573707.843708 + Penalty 2785.118658 = -570922.725051
  nChanged 246
		SP:Iteration 7Q (19415.490000 sec): 3 clusters
  Score: Raw -573890.137982 + Penalty 2785.118658 = -571105.019324
  nChanged 205
		SP:Iteration 8Q (19415.670000 sec): 3 clusters
  Score: Raw -574047.603522 + Penalty 2785.118658 = -571262.484865
  nChanged 176
		SP:Iteration 9Q (19415.900000 sec): 3 clusters
  Score: Raw -574186.793627 + Penalty 2785.118658 = -571401.674969
  nChanged 151
		SP:Iteration 10Q (19416.120000 sec): 3 clusters
  Score: Raw -574303.991588 + Penalty 2785.118658 = -571518.872930
  nChanged 138
		SP:Iteration 11Q (19416.280000 sec): 3 clusters
  Score: Raw -574404.511670 + Penalty 2785.118658 = -571619.393013
  nChanged 103
		SP:Iteration 12Q (19416.550000 sec): 3 clusters
  Score: Raw -574462.875168 + Penalty 2785.118658 = -571677.756510
  nChanged 71
		SP:Iteration 13Q (19416.720000 sec): 3 clusters
  Score: Raw -574501.185634 + Penalty 2785.118658 = -571716.066976
  nChanged 52
		SP:Iteration 14Q (19416.900000 sec): 3 clusters
  Score: Raw -574528.060903 + Penalty 2785.118658 = -571742.942246
  nChanged 55
		SP:Iteration 15Q (19417.060000 sec): 3 clusters
  Score: Raw -574554.379516 + Penalty 2785.118658 = -571769.260858
  nChanged 36
		SP:Iteration 16Q (19417.220000 sec): 3 clusters
  Score: Raw -574571.317464 + Penalty 2785.118658 = -571786.198806
  nChanged 31
		SP:Iteration 17Q (19417.430000 sec): 3 clusters
  Score: Raw -574590.709595 + Penalty 2785.118658 = -571805.590937
  nChanged 32
		SP:Iteration 18Q (19417.630000 sec): 3 clusters
  Score: Raw -574607.482003 + Penalty 2785.118658 = -571822.363345
  nChanged 20
		SP:Iteration 19Q (19417.820000 sec): 3 clusters
  Score: Raw -574615.263882 + Penalty 2785.118658 = -571830.145224
  nChanged 13
		SP:Iteration 20F (19418.040000 sec): 3 clusters
  Score: Raw -574619.997613 + Penalty 2785.118658 = -571834.878955
  nChanged 15
		SP:Iteration 21Q (19418.210000 sec): 3 clusters
  Score: Raw -574624.723668 + Penalty 2785.118658 = -571839.605010
  nChanged 7
		SP:Iteration 22Q (19418.340000 sec): 3 clusters
  Score: Raw -574626.472176 + Penalty 2785.118658 = -571841.353519
  nChanged 4
		SP:Iteration 23Q (19418.590000 sec): 3 clusters
  Score: Raw -574627.136981 + Penalty 2785.118658 = -571842.018323
  nChanged 3
		SP:Iteration 24Q (19418.750000 sec): 3 clusters
  Score: Raw -574627.677049 + Penalty 2785.118658 = -571842.558391
  nChanged 3
		SP:Iteration 25Q (19418.980000 sec): 3 clusters
  Score: Raw -574628.444388 + Penalty 2785.118658 = -571843.325730
  nChanged 1
		SP:Iteration 26Q (19419.180000 sec): 3 clusters
  Score: Raw -574628.872267 + Penalty 2785.118658 = -571843.753609
  nChanged 5
		SP:Iteration 27Q (19419.360000 sec): 3 clusters
  Score: Raw -574630.330556 + Penalty 2785.118658 = -571845.211898
  nChanged 5
		SP:Iteration 28Q (19419.570000 sec): 3 clusters
  Score: Raw -574631.349376 + Penalty 2785.118658 = -571846.230719
  nChanged 2
		SP:Iteration 29Q (19419.780000 sec): 3 clusters
  Score: Raw -574631.694996 + Penalty 2785.118658 = -571846.576338
  nChanged 0
		SP:Iteration 30F (19419.950000 sec): 3 clusters
  Score: Raw -574631.694996 + Penalty 2785.118658 = -571846.576338
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19420.060000 sec): 2 clusters
  Score: Raw -594958.489296 + Penalty 1406.557263 = -593551.932034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19420.260000 sec): 3 clusters
  Score: Raw -591944.500924 + Penalty 2813.114525 = -589131.386399
  nChanged 2346
		SP:Iteration 1F (19420.440000 sec): 3 clusters
  Score: Raw -593459.058548 + Penalty 2813.114525 = -590645.944023
  nChanged 521
		SP:Iteration 2F (19420.700000 sec): 3 clusters
  Score: Raw -593896.299956 + Penalty 2813.114525 = -591083.185430
  nChanged 454
		SP:Iteration 3F (19420.860000 sec): 3 clusters
  Score: Raw -594300.497524 + Penalty 2813.114525 = -591487.382998
  nChanged 377
		SP:Iteration 4F (19421.080000 sec): 3 clusters
  Score: Raw -594615.084852 + Penalty 2813.114525 = -591801.970327
  nChanged 310
		SP:Iteration 5F (19421.290000 sec): 3 clusters
  Score: Raw -594844.205902 + Penalty 2813.114525 = -592031.091377
  nChanged 243
		SP:Iteration 6Q (19421.530000 sec): 3 clusters
  Score: Raw -595001.682794 + Penalty 2813.114525 = -592188.568269
  nChanged 175
		SP:Iteration 7Q (19421.720000 sec): 3 clusters
  Score: Raw -595110.176990 + Penalty 2813.114525 = -592297.062465
  nChanged 143
		SP:Iteration 8Q (19421.910000 sec): 3 clusters
  Score: Raw -595211.012143 + Penalty 2813.114525 = -592397.897618
  nChanged 157
		SP:Iteration 9Q (19422.120000 sec): 3 clusters
  Score: Raw -595309.333546 + Penalty 2813.114525 = -592496.219021
  nChanged 150
		SP:Iteration 10Q (19422.370000 sec): 3 clusters
  Score: Raw -595388.100194 + Penalty 2813.114525 = -592574.985669
  nChanged 129
		SP:Iteration 11Q (19422.530000 sec): 3 clusters
  Score: Raw -595451.490402 + Penalty 2813.114525 = -592638.375877
  nChanged 86
		SP:Iteration 12Q (19422.780000 sec): 3 clusters
  Score: Raw -595486.813405 + Penalty 2813.114525 = -592673.698880
  nChanged 65
		SP:Iteration 13Q (19422.970000 sec): 3 clusters
  Score: Raw -595508.566346 + Penalty 2813.114525 = -592695.451820
  nChanged 41
		SP:Iteration 14Q (19423.120000 sec): 3 clusters
  Score: Raw -595522.604854 + Penalty 2813.114525 = -592709.490328
  nChanged 40
		SP:Iteration 15Q (19423.340000 sec): 3 clusters
  Score: Raw -595533.907490 + Penalty 2813.114525 = -592720.792965
  nChanged 25
		SP:Iteration 16Q (19423.530000 sec): 3 clusters
  Score: Raw -595540.598552 + Penalty 2813.114525 = -592727.484027
  nChanged 24
		SP:Iteration 17Q (19423.740000 sec): 3 clusters
  Score: Raw -595545.959582 + Penalty 2813.114525 = -592732.845057
  nChanged 17
		SP:Iteration 18Q (19423.940000 sec): 3 clusters
  Score: Raw -595552.102018 + Penalty 2813.114525 = -592738.987493
  nChanged 17
		SP:Iteration 19Q (19424.110000 sec): 3 clusters
  Score: Raw -595557.116171 + Penalty 2813.114525 = -592744.001646
  nChanged 25
		SP:Iteration 20F (19424.320000 sec): 3 clusters
  Score: Raw -595562.489908 + Penalty 2813.114525 = -592749.375382
  nChanged 15
		SP:Iteration 21Q (19424.520000 sec): 3 clusters
  Score: Raw -595566.214479 + Penalty 2813.114525 = -592753.099954
  nChanged 14
		SP:Iteration 22Q (19424.700000 sec): 3 clusters
  Score: Raw -595570.590105 + Penalty 2813.114525 = -592757.475580
  nChanged 22
		SP:Iteration 23Q (19424.900000 sec): 3 clusters
  Score: Raw -595577.810752 + Penalty 2813.114525 = -592764.696227
  nChanged 21
		SP:Iteration 24Q (19425.090000 sec): 3 clusters
  Score: Raw -595584.655472 + Penalty 2813.114525 = -592771.540947
  nChanged 22
		SP:Iteration 25Q (19425.310000 sec): 3 clusters
  Score: Raw -595590.797282 + Penalty 2813.114525 = -592777.682757
  nChanged 22
		SP:Iteration 26Q (19425.550000 sec): 3 clusters
  Score: Raw -595598.222141 + Penalty 2813.114525 = -592785.107615
  nChanged 28
		SP:Iteration 27Q (19425.710000 sec): 3 clusters
  Score: Raw -595606.991431 + Penalty 2813.114525 = -592793.876906
  nChanged 24
		SP:Iteration 28Q (19425.910000 sec): 3 clusters
  Score: Raw -595617.192160 + Penalty 2813.114525 = -592804.077635
  nChanged 34
		SP:Iteration 29Q (19426.110000 sec): 3 clusters
  Score: Raw -595630.471482 + Penalty 2813.114525 = -592817.356956
  nChanged 35
		SP:Iteration 30Q (19426.340000 sec): 3 clusters
  Score: Raw -595639.523182 + Penalty 2813.114525 = -592826.408657
  nChanged 28
		SP:Iteration 31Q (19426.540000 sec): 3 clusters
  Score: Raw -595649.647494 + Penalty 2813.114525 = -592836.532968
  nChanged 25
		SP:Iteration 32Q (19426.730000 sec): 3 clusters
  Score: Raw -595657.857715 + Penalty 2813.114525 = -592844.743190
  nChanged 22
		SP:Iteration 33Q (19426.910000 sec): 3 clusters
  Score: Raw -595667.357263 + Penalty 2813.114525 = -592854.242737
  nChanged 24
		SP:Iteration 34Q (19427.080000 sec): 3 clusters
  Score: Raw -595674.312002 + Penalty 2813.114525 = -592861.197476
  nChanged 16
		SP:Iteration 35Q (19427.240000 sec): 3 clusters
  Score: Raw -595677.899980 + Penalty 2813.114525 = -592864.785455
  nChanged 13
		SP:Iteration 36Q (19427.440000 sec): 3 clusters
  Score: Raw -595680.932098 + Penalty 2813.114525 = -592867.817573
  nChanged 12
		SP:Iteration 37Q (19427.610000 sec): 3 clusters
  Score: Raw -595684.310936 + Penalty 2813.114525 = -592871.196411
  nChanged 16
		SP:Iteration 38Q (19427.860000 sec): 3 clusters
  Score: Raw -595687.268096 + Penalty 2813.114525 = -592874.153571
  nChanged 11
		SP:Iteration 39Q (19428.020000 sec): 3 clusters
  Score: Raw -595689.534771 + Penalty 2813.114525 = -592876.420246
  nChanged 7
		SP:Iteration 40F (19428.210000 sec): 3 clusters
  Score: Raw -595690.579204 + Penalty 2813.114525 = -592877.464678
  nChanged 4
		SP:Iteration 41Q (19428.430000 sec): 3 clusters
  Score: Raw -595691.292542 + Penalty 2813.114525 = -592878.178017
  nChanged 2
		SP:Iteration 42Q (19428.640000 sec): 3 clusters
  Score: Raw -595691.723831 + Penalty 2813.114525 = -592878.609306
  nChanged 3
		SP:Iteration 43Q (19428.810000 sec): 3 clusters
  Score: Raw -595692.130066 + Penalty 2813.114525 = -592879.015540
  nChanged 2
		SP:Iteration 44Q (19429.030000 sec): 3 clusters
  Score: Raw -595692.385263 + Penalty 2813.114525 = -592879.270738
  nChanged 2
		SP:Iteration 45Q (19429.230000 sec): 3 clusters
  Score: Raw -595692.819858 + Penalty 2813.114525 = -592879.705333
  nChanged 2
		SP:Iteration 46Q (19429.410000 sec): 3 clusters
  Score: Raw -595693.124490 + Penalty 2813.114525 = -592880.009965
  nChanged 1
		SP:Iteration 47Q (19429.630000 sec): 3 clusters
  Score: Raw -595693.242168 + Penalty 2813.114525 = -592880.127643
  nChanged 1
		SP:Iteration 48Q (19429.790000 sec): 3 clusters
  Score: Raw -595693.427686 + Penalty 2813.114525 = -592880.313161
  nChanged 0
		SP:Iteration 49F (19429.980000 sec): 3 clusters
  Score: Raw -595693.427686 + Penalty 2813.114525 = -592880.313161
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19430.100000 sec): 2 clusters
  Score: Raw -497237.614335 + Penalty 1351.517940 = -495886.096396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19430.340000 sec): 3 clusters
  Score: Raw -495169.089237 + Penalty 2703.035880 = -492466.053357
  nChanged 1574
		SP:Iteration 1F (19430.500000 sec): 3 clusters
  Score: Raw -496016.284888 + Penalty 2703.035880 = -493313.249008
  nChanged 309
		SP:Iteration 2F (19430.720000 sec): 3 clusters
  Score: Raw -496195.494331 + Penalty 2703.035880 = -493492.458451
  nChanged 213
		SP:Iteration 3F (19430.920000 sec): 3 clusters
  Score: Raw -496319.245627 + Penalty 2703.035880 = -493616.209747
  nChanged 180
		SP:Iteration 4Q (19431.080000 sec): 3 clusters
  Score: Raw -496423.629214 + Penalty 2703.035880 = -493720.593334
  nChanged 162
		SP:Iteration 5Q (19431.260000 sec): 3 clusters
  Score: Raw -496526.467299 + Penalty 2703.035880 = -493823.431419
  nChanged 162
		SP:Iteration 6Q (19431.440000 sec): 3 clusters
  Score: Raw -496621.697129 + Penalty 2703.035880 = -493918.661249
  nChanged 153
		SP:Iteration 7Q (19431.640000 sec): 3 clusters
  Score: Raw -496706.955860 + Penalty 2703.035880 = -494003.919980
  nChanged 126
		SP:Iteration 8Q (19431.860000 sec): 3 clusters
  Score: Raw -496770.715760 + Penalty 2703.035880 = -494067.679880
  nChanged 112
		SP:Iteration 9Q (19432.050000 sec): 3 clusters
  Score: Raw -496836.456227 + Penalty 2703.035880 = -494133.420348
  nChanged 115
		SP:Iteration 10Q (19432.200000 sec): 3 clusters
  Score: Raw -496897.936287 + Penalty 2703.035880 = -494194.900407
  nChanged 93
		SP:Iteration 11Q (19432.380000 sec): 3 clusters
  Score: Raw -496948.110417 + Penalty 2703.035880 = -494245.074538
  nChanged 73
		SP:Iteration 12Q (19432.570000 sec): 3 clusters
  Score: Raw -496995.615048 + Penalty 2703.035880 = -494292.579168
  nChanged 72
		SP:Iteration 13Q (19432.780000 sec): 3 clusters
  Score: Raw -497040.132257 + Penalty 2703.035880 = -494337.096377
  nChanged 71
		SP:Iteration 14Q (19432.940000 sec): 3 clusters
  Score: Raw -497083.283625 + Penalty 2703.035880 = -494380.247745
  nChanged 75
		SP:Iteration 15Q (19433.140000 sec): 3 clusters
  Score: Raw -497126.420127 + Penalty 2703.035880 = -494423.384247
  nChanged 72
		SP:Iteration 16Q (19433.340000 sec): 3 clusters
  Score: Raw -497171.220695 + Penalty 2703.035880 = -494468.184815
  nChanged 59
		SP:Iteration 17Q (19433.530000 sec): 3 clusters
  Score: Raw -497211.081149 + Penalty 2703.035880 = -494508.045269
  nChanged 61
		SP:Iteration 18Q (19433.750000 sec): 3 clusters
  Score: Raw -497257.009240 + Penalty 2703.035880 = -494553.973360
  nChanged 55
		SP:Iteration 19Q (19433.970000 sec): 3 clusters
  Score: Raw -497295.134704 + Penalty 2703.035880 = -494592.098825
  nChanged 41
		SP:Iteration 20F (19434.200000 sec): 3 clusters
  Score: Raw -497318.540613 + Penalty 2703.035880 = -494615.504733
  nChanged 32
		SP:Iteration 21Q (19434.400000 sec): 3 clusters
  Score: Raw -497341.643715 + Penalty 2703.035880 = -494638.607835
  nChanged 33
		SP:Iteration 22Q (19434.610000 sec): 3 clusters
  Score: Raw -497358.282198 + Penalty 2703.035880 = -494655.246318
  nChanged 30
		SP:Iteration 23Q (19434.800000 sec): 3 clusters
  Score: Raw -497378.160921 + Penalty 2703.035880 = -494675.125041
  nChanged 36
		SP:Iteration 24Q (19434.990000 sec): 3 clusters
  Score: Raw -497400.262107 + Penalty 2703.035880 = -494697.226227
  nChanged 28
		SP:Iteration 25Q (19435.190000 sec): 3 clusters
  Score: Raw -497417.256751 + Penalty 2703.035880 = -494714.220871
  nChanged 17
		SP:Iteration 26Q (19435.430000 sec): 3 clusters
  Score: Raw -497427.342676 + Penalty 2703.035880 = -494724.306796
  nChanged 14
		SP:Iteration 27Q (19435.660000 sec): 3 clusters
  Score: Raw -497434.430238 + Penalty 2703.035880 = -494731.394358
  nChanged 14
		SP:Iteration 28Q (19435.870000 sec): 3 clusters
  Score: Raw -497442.887429 + Penalty 2703.035880 = -494739.851549
  nChanged 12
		SP:Iteration 29Q (19436.050000 sec): 3 clusters
  Score: Raw -497449.333099 + Penalty 2703.035880 = -494746.297219
  nChanged 9
		SP:Iteration 30Q (19436.320000 sec): 3 clusters
  Score: Raw -497453.756789 + Penalty 2703.035880 = -494750.720909
  nChanged 5
		SP:Iteration 31Q (19436.500000 sec): 3 clusters
  Score: Raw -497455.503924 + Penalty 2703.035880 = -494752.468044
  nChanged 2
		SP:Iteration 32Q (19436.690000 sec): 3 clusters
  Score: Raw -497456.301076 + Penalty 2703.035880 = -494753.265196
  nChanged 0
		SP:Iteration 33F (19436.910000 sec): 3 clusters
  Score: Raw -497456.301076 + Penalty 2703.035880 = -494753.265196
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19437.050000 sec): 2 clusters
  Score: Raw -723699.852148 + Penalty 1412.202026 = -722287.650122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19437.250000 sec): 3 clusters
  Score: Raw -720527.178111 + Penalty 2824.404051 = -717702.774060
  nChanged 2483
		SP:Iteration 1F (19437.480000 sec): 3 clusters
  Score: Raw -721859.626731 + Penalty 2824.404051 = -719035.222680
  nChanged 427
		SP:Iteration 2F (19437.700000 sec): 3 clusters
  Score: Raw -722114.171552 + Penalty 2824.404051 = -719289.767501
  nChanged 358
		SP:Iteration 3F (19437.910000 sec): 3 clusters
  Score: Raw -722363.890321 + Penalty 2824.404051 = -719539.486270
  nChanged 351
		SP:Iteration 4F (19438.140000 sec): 3 clusters
  Score: Raw -722622.086126 + Penalty 2824.404051 = -719797.682075
  nChanged 360
		SP:Iteration 5F (19438.320000 sec): 3 clusters
  Score: Raw -722870.705039 + Penalty 2824.404051 = -720046.300988
  nChanged 346
		SP:Iteration 6F (19438.530000 sec): 3 clusters
  Score: Raw -723106.510293 + Penalty 2824.404051 = -720282.106242
  nChanged 293
		SP:Iteration 7Q (19438.750000 sec): 3 clusters
  Score: Raw -723305.569548 + Penalty 2824.404051 = -720481.165497
  nChanged 243
		SP:Iteration 8Q (19439.000000 sec): 3 clusters
  Score: Raw -723476.007349 + Penalty 2824.404051 = -720651.603298
  nChanged 219
		SP:Iteration 9Q (19439.190000 sec): 3 clusters
  Score: Raw -723663.191148 + Penalty 2824.404051 = -720838.787097
  nChanged 154
		SP:Iteration 10Q (19439.460000 sec): 3 clusters
  Score: Raw -723804.470156 + Penalty 2824.404051 = -720980.066105
  nChanged 126
		SP:Iteration 11Q (19439.670000 sec): 3 clusters
  Score: Raw -723939.968269 + Penalty 2824.404051 = -721115.564218
  nChanged 107
		SP:Iteration 12Q (19439.920000 sec): 3 clusters
  Score: Raw -724060.539713 + Penalty 2824.404051 = -721236.135661
  nChanged 86
		SP:Iteration 13Q (19440.080000 sec): 3 clusters
  Score: Raw -724147.951564 + Penalty 2824.404051 = -721323.547513
  nChanged 61
		SP:Iteration 14Q (19440.310000 sec): 3 clusters
  Score: Raw -724204.179293 + Penalty 2824.404051 = -721379.775242
  nChanged 48
		SP:Iteration 15Q (19440.510000 sec): 3 clusters
  Score: Raw -724230.487019 + Penalty 2824.404051 = -721406.082968
  nChanged 31
		SP:Iteration 16Q (19440.730000 sec): 3 clusters
  Score: Raw -724248.817260 + Penalty 2824.404051 = -721424.413209
  nChanged 29
		SP:Iteration 17Q (19440.940000 sec): 3 clusters
  Score: Raw -724265.580319 + Penalty 2824.404051 = -721441.176268
  nChanged 21
		SP:Iteration 18Q (19441.170000 sec): 3 clusters
  Score: Raw -724276.557995 + Penalty 2824.404051 = -721452.153944
  nChanged 15
		SP:Iteration 19Q (19441.360000 sec): 3 clusters
  Score: Raw -724284.383064 + Penalty 2824.404051 = -721459.979012
  nChanged 9
		SP:Iteration 20F (19441.550000 sec): 3 clusters
  Score: Raw -724289.658329 + Penalty 2824.404051 = -721465.254278
  nChanged 10
		SP:Iteration 21Q (19441.740000 sec): 3 clusters
  Score: Raw -724294.463379 + Penalty 2824.404051 = -721470.059328
  nChanged 7
		SP:Iteration 22Q (19441.940000 sec): 3 clusters
  Score: Raw -724298.114085 + Penalty 2824.404051 = -721473.710034
  nChanged 8
		SP:Iteration 23Q (19442.180000 sec): 3 clusters
  Score: Raw -724300.980346 + Penalty 2824.404051 = -721476.576294
  nChanged 9
		SP:Iteration 24Q (19442.390000 sec): 3 clusters
  Score: Raw -724306.344272 + Penalty 2824.404051 = -721481.940221
  nChanged 6
		SP:Iteration 25Q (19442.590000 sec): 3 clusters
  Score: Raw -724307.818399 + Penalty 2824.404051 = -721483.414348
  nChanged 1
		SP:Iteration 26Q (19442.790000 sec): 3 clusters
  Score: Raw -724308.174875 + Penalty 2824.404051 = -721483.770824
  nChanged 3
		SP:Iteration 27Q (19443.010000 sec): 3 clusters
  Score: Raw -724309.362968 + Penalty 2824.404051 = -721484.958917
  nChanged 4
		SP:Iteration 28Q (19443.220000 sec): 3 clusters
  Score: Raw -724311.248478 + Penalty 2824.404051 = -721486.844427
  nChanged 7
		SP:Iteration 29Q (19443.440000 sec): 3 clusters
  Score: Raw -724313.710116 + Penalty 2824.404051 = -721489.306064
  nChanged 4
		SP:Iteration 30Q (19443.630000 sec): 3 clusters
  Score: Raw -724315.066151 + Penalty 2824.404051 = -721490.662100
  nChanged 4
		SP:Iteration 31Q (19443.820000 sec): 3 clusters
  Score: Raw -724316.697158 + Penalty 2824.404051 = -721492.293107
  nChanged 2
		SP:Iteration 32Q (19444.030000 sec): 3 clusters
  Score: Raw -724317.805375 + Penalty 2824.404051 = -721493.401324
  nChanged 1
		SP:Iteration 33Q (19444.210000 sec): 3 clusters
  Score: Raw -724318.164816 + Penalty 2824.404051 = -721493.760764
  nChanged 2
		SP:Iteration 34Q (19444.360000 sec): 3 clusters
  Score: Raw -724319.311280 + Penalty 2824.404051 = -721494.907229
  nChanged 0
		SP:Iteration 35F (19444.560000 sec): 3 clusters
  Score: Raw -724319.311280 + Penalty 2824.404051 = -721494.907229
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19444.690000 sec): 2 clusters
  Score: Raw -11189.419687 + Penalty 772.458406 = -10416.961281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19444.870000 sec): 3 clusters
  Score: Raw -11416.171304 + Penalty 1544.916812 = -9871.254492
  nChanged 7
		SP:Iteration 1F (19445.070000 sec): 3 clusters
  Score: Raw -11478.064842 + Penalty 1544.916812 = -9933.148030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19445.150000 sec): 2 clusters
  Score: Raw -36727.393251 + Penalty 949.575968 = -35777.817284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19445.340000 sec): 3 clusters
  Score: Raw -36773.880301 + Penalty 1899.151936 = -34874.728366
  nChanged 88
		SP:Iteration 1F (19445.550000 sec): 3 clusters
  Score: Raw -36965.897117 + Penalty 1899.151936 = -35066.745181
  nChanged 20
		SP:Iteration 2F (19445.710000 sec): 3 clusters
  Score: Raw -37027.566541 + Penalty 1899.151936 = -35128.414606
  nChanged 12
		SP:Iteration 3Q (19445.960000 sec): 3 clusters
  Score: Raw -37075.985908 + Penalty 1899.151936 = -35176.833973
  nChanged 12
		SP:Iteration 4Q (19446.120000 sec): 3 clusters
  Score: Raw -37132.854790 + Penalty 1899.151936 = -35233.702854
  nChanged 8
		SP:Iteration 5Q (19446.330000 sec): 3 clusters
  Score: Raw -37186.191596 + Penalty 1899.151936 = -35287.039661
  nChanged 11
		SP:Iteration 6Q (19446.520000 sec): 3 clusters
  Score: Raw -37219.813654 + Penalty 1899.151936 = -35320.661718
  nChanged 9
		SP:Iteration 7Q (19446.730000 sec): 3 clusters
  Score: Raw -37244.651149 + Penalty 1899.151936 = -35345.499213
  nChanged 2
		SP:Iteration 8Q (19446.870000 sec): 3 clusters
  Score: Raw -37247.364317 + Penalty 1899.151936 = -35348.212382
  nChanged 1
		SP:Iteration 9Q (19447.050000 sec): 3 clusters
  Score: Raw -37249.258351 + Penalty 1899.151936 = -35350.106415
  nChanged 3
		SP:Iteration 10Q (19447.170000 sec): 3 clusters
  Score: Raw -37260.557668 + Penalty 1899.151936 = -35361.405732
  nChanged 2
		SP:Iteration 11Q (19447.370000 sec): 3 clusters
  Score: Raw -37263.931491 + Penalty 1899.151936 = -35364.779556
  nChanged 0
		SP:Iteration 12F (19447.610000 sec): 3 clusters
  Score: Raw -37263.931491 + Penalty 1899.151936 = -35364.779556
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19447.690000 sec): 2 clusters
  Score: Raw -754411.535678 + Penalty 1411.928503 = -752999.607175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19447.920000 sec): 3 clusters
  Score: Raw -751191.374292 + Penalty 2823.857005 = -748367.517287
  nChanged 2378
		SP:Iteration 1F (19448.150000 sec): 3 clusters
  Score: Raw -752454.036866 + Penalty 2823.857005 = -749630.179860
  nChanged 403
		SP:Iteration 2F (19448.370000 sec): 3 clusters
  Score: Raw -752652.422107 + Penalty 2823.857005 = -749828.565102
  nChanged 324
		SP:Iteration 3F (19448.590000 sec): 3 clusters
  Score: Raw -752797.205913 + Penalty 2823.857005 = -749973.348908
  nChanged 240
		SP:Iteration 4Q (19448.800000 sec): 3 clusters
  Score: Raw -752897.461145 + Penalty 2823.857005 = -750073.604140
  nChanged 203
		SP:Iteration 5Q (19449.000000 sec): 3 clusters
  Score: Raw -752978.451955 + Penalty 2823.857005 = -750154.594950
  nChanged 190
		SP:Iteration 6Q (19449.160000 sec): 3 clusters
  Score: Raw -753061.567858 + Penalty 2823.857005 = -750237.710853
  nChanged 164
		SP:Iteration 7Q (19449.340000 sec): 3 clusters
  Score: Raw -753127.991677 + Penalty 2823.857005 = -750304.134672
  nChanged 149
		SP:Iteration 8Q (19449.530000 sec): 3 clusters
  Score: Raw -753194.223792 + Penalty 2823.857005 = -750370.366787
  nChanged 145
		SP:Iteration 9Q (19449.730000 sec): 3 clusters
  Score: Raw -753260.234808 + Penalty 2823.857005 = -750436.377803
  nChanged 157
		SP:Iteration 10Q (19449.930000 sec): 3 clusters
  Score: Raw -753335.516838 + Penalty 2823.857005 = -750511.659833
  nChanged 155
		SP:Iteration 11Q (19450.100000 sec): 3 clusters
  Score: Raw -753418.690864 + Penalty 2823.857005 = -750594.833859
  nChanged 186
		SP:Iteration 12Q (19450.320000 sec): 3 clusters
  Score: Raw -753522.330372 + Penalty 2823.857005 = -750698.473367
  nChanged 193
		SP:Iteration 13Q (19450.510000 sec): 3 clusters
  Score: Raw -753642.946657 + Penalty 2823.857005 = -750819.089652
  nChanged 202
		SP:Iteration 14Q (19450.670000 sec): 3 clusters
  Score: Raw -753777.262410 + Penalty 2823.857005 = -750953.405405
  nChanged 178
		SP:Iteration 15Q (19450.880000 sec): 3 clusters
  Score: Raw -753913.014762 + Penalty 2823.857005 = -751089.157756
  nChanged 179
		SP:Iteration 16Q (19451.090000 sec): 3 clusters
  Score: Raw -754048.199899 + Penalty 2823.857005 = -751224.342894
  nChanged 145
		SP:Iteration 17Q (19451.250000 sec): 3 clusters
  Score: Raw -754158.781526 + Penalty 2823.857005 = -751334.924521
  nChanged 130
		SP:Iteration 18Q (19451.480000 sec): 3 clusters
  Score: Raw -754261.352531 + Penalty 2823.857005 = -751437.495526
  nChanged 102
		SP:Iteration 19Q (19451.670000 sec): 3 clusters
  Score: Raw -754336.836527 + Penalty 2823.857005 = -751512.979522
  nChanged 68
		SP:Iteration 20F (19451.890000 sec): 3 clusters
  Score: Raw -754390.808900 + Penalty 2823.857005 = -751566.951894
  nChanged 53
		SP:Iteration 21Q (19452.090000 sec): 3 clusters
  Score: Raw -754438.101122 + Penalty 2823.857005 = -751614.244117
  nChanged 47
		SP:Iteration 22Q (19452.310000 sec): 3 clusters
  Score: Raw -754476.730779 + Penalty 2823.857005 = -751652.873774
  nChanged 34
		SP:Iteration 23Q (19452.470000 sec): 3 clusters
  Score: Raw -754505.359235 + Penalty 2823.857005 = -751681.502230
  nChanged 17
		SP:Iteration 24Q (19452.670000 sec): 3 clusters
  Score: Raw -754525.673062 + Penalty 2823.857005 = -751701.816057
  nChanged 14
		SP:Iteration 25Q (19452.870000 sec): 3 clusters
  Score: Raw -754538.494283 + Penalty 2823.857005 = -751714.637278
  nChanged 18
		SP:Iteration 26Q (19453.080000 sec): 3 clusters
  Score: Raw -754553.835861 + Penalty 2823.857005 = -751729.978856
  nChanged 10
		SP:Iteration 27Q (19453.290000 sec): 3 clusters
  Score: Raw -754561.880009 + Penalty 2823.857005 = -751738.023004
  nChanged 6
		SP:Iteration 28Q (19453.490000 sec): 3 clusters
  Score: Raw -754567.204766 + Penalty 2823.857005 = -751743.347761
  nChanged 6
		SP:Iteration 29Q (19453.730000 sec): 3 clusters
  Score: Raw -754573.376258 + Penalty 2823.857005 = -751749.519253
  nChanged 4
		SP:Iteration 30Q (19453.950000 sec): 3 clusters
  Score: Raw -754577.750437 + Penalty 2823.857005 = -751753.893432
  nChanged 3
		SP:Iteration 31Q (19454.150000 sec): 3 clusters
  Score: Raw -754581.263487 + Penalty 2823.857005 = -751757.406482
  nChanged 4
		SP:Iteration 32Q (19454.350000 sec): 3 clusters
  Score: Raw -754586.607022 + Penalty 2823.857005 = -751762.750017
  nChanged 1
		SP:Iteration 33Q (19454.560000 sec): 3 clusters
  Score: Raw -754587.374003 + Penalty 2823.857005 = -751763.516998
  nChanged 0
		SP:Iteration 34F (19454.750000 sec): 3 clusters
  Score: Raw -754587.374003 + Penalty 2823.857005 = -751763.516998
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (8988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19454.890000 sec): 2 clusters
  Score: Raw -1047140.063787 + Penalty 1479.342415 = -1045660.721371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19455.180000 sec): 3 clusters
  Score: Raw -1042057.111890 + Penalty 2958.684831 = -1039098.427059
  nChanged 3869
		SP:Iteration 1F (19455.410000 sec): 3 clusters
  Score: Raw -1044219.041867 + Penalty 2958.684831 = -1041260.357036
  nChanged 649
		SP:Iteration 2F (19455.630000 sec): 3 clusters
  Score: Raw -1044619.753534 + Penalty 2958.684831 = -1041661.068703
  nChanged 620
		SP:Iteration 3F (19455.870000 sec): 3 clusters
  Score: Raw -1045059.689068 + Penalty 2958.684831 = -1042101.004237
  nChanged 603
		SP:Iteration 4F (19456.070000 sec): 3 clusters
  Score: Raw -1045536.133742 + Penalty 2958.684831 = -1042577.448911
  nChanged 646
		SP:Iteration 5F (19456.260000 sec): 3 clusters
  Score: Raw -1046106.337802 + Penalty 2958.684831 = -1043147.652971
  nChanged 634
		SP:Iteration 6F (19456.450000 sec): 3 clusters
  Score: Raw -1046651.838206 + Penalty 2958.684831 = -1043693.153375
  nChanged 521
		SP:Iteration 7F (19456.610000 sec): 3 clusters
  Score: Raw -1047026.463270 + Penalty 2958.684831 = -1044067.778439
  nChanged 388
		SP:Iteration 8Q (19456.790000 sec): 3 clusters
  Score: Raw -1047281.438096 + Penalty 2958.684831 = -1044322.753265
  nChanged 263
		SP:Iteration 9Q (19457.010000 sec): 3 clusters
  Score: Raw -1047449.270268 + Penalty 2958.684831 = -1044490.585437
  nChanged 195
		SP:Iteration 10Q (19457.200000 sec): 3 clusters
  Score: Raw -1047587.441013 + Penalty 2958.684831 = -1044628.756182
  nChanged 152
		SP:Iteration 11Q (19457.430000 sec): 3 clusters
  Score: Raw -1047712.495289 + Penalty 2958.684831 = -1044753.810458
  nChanged 133
		SP:Iteration 12Q (19457.600000 sec): 3 clusters
  Score: Raw -1047809.761258 + Penalty 2958.684831 = -1044851.076427
  nChanged 105
		SP:Iteration 13Q (19457.830000 sec): 3 clusters
  Score: Raw -1047868.049116 + Penalty 2958.684831 = -1044909.364286
  nChanged 79
		SP:Iteration 14Q (19458.030000 sec): 3 clusters
  Score: Raw -1047905.230347 + Penalty 2958.684831 = -1044946.545516
  nChanged 74
		SP:Iteration 15Q (19458.230000 sec): 3 clusters
  Score: Raw -1047933.723239 + Penalty 2958.684831 = -1044975.038408
  nChanged 42
		SP:Iteration 16Q (19458.430000 sec): 3 clusters
  Score: Raw -1047944.960151 + Penalty 2958.684831 = -1044986.275321
  nChanged 28
		SP:Iteration 17Q (19458.660000 sec): 3 clusters
  Score: Raw -1047952.440733 + Penalty 2958.684831 = -1044993.755902
  nChanged 29
		SP:Iteration 18Q (19458.860000 sec): 3 clusters
  Score: Raw -1047959.549766 + Penalty 2958.684831 = -1045000.864935
  nChanged 19
		SP:Iteration 19Q (19459.080000 sec): 3 clusters
  Score: Raw -1047963.906956 + Penalty 2958.684831 = -1045005.222125
  nChanged 12
		SP:Iteration 20F (19459.270000 sec): 3 clusters
  Score: Raw -1047966.754284 + Penalty 2958.684831 = -1045008.069453
  nChanged 13
		SP:Iteration 21Q (19459.440000 sec): 3 clusters
  Score: Raw -1047970.827521 + Penalty 2958.684831 = -1045012.142690
  nChanged 11
		SP:Iteration 22Q (19459.640000 sec): 3 clusters
  Score: Raw -1047973.983372 + Penalty 2958.684831 = -1045015.298541
  nChanged 12
		SP:Iteration 23Q (19459.810000 sec): 3 clusters
  Score: Raw -1047976.232140 + Penalty 2958.684831 = -1045017.547309
  nChanged 9
		SP:Iteration 24Q (19460.010000 sec): 3 clusters
  Score: Raw -1047977.345237 + Penalty 2958.684831 = -1045018.660406
  nChanged 5
		SP:Iteration 25Q (19460.190000 sec): 3 clusters
  Score: Raw -1047977.978653 + Penalty 2958.684831 = -1045019.293822
  nChanged 2
		SP:Iteration 26Q (19460.390000 sec): 3 clusters
  Score: Raw -1047978.407135 + Penalty 2958.684831 = -1045019.722304
  nChanged 3
		SP:Iteration 27Q (19460.570000 sec): 3 clusters
  Score: Raw -1047978.942696 + Penalty 2958.684831 = -1045020.257865
  nChanged 4
		SP:Iteration 28Q (19460.730000 sec): 3 clusters
  Score: Raw -1047979.380126 + Penalty 2958.684831 = -1045020.695295
  nChanged 1
		SP:Iteration 29Q (19460.930000 sec): 3 clusters
  Score: Raw -1047979.553725 + Penalty 2958.684831 = -1045020.868894
  nChanged 3
		SP:Iteration 30Q (19461.120000 sec): 3 clusters
  Score: Raw -1047980.079255 + Penalty 2958.684831 = -1045021.394424
  nChanged 2
		SP:Iteration 31Q (19461.320000 sec): 3 clusters
  Score: Raw -1047980.368713 + Penalty 2958.684831 = -1045021.683882
  nChanged 0
		SP:Iteration 32F (19461.490000 sec): 3 clusters
  Score: Raw -1047980.368713 + Penalty 2958.684831 = -1045021.683882
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19461.610000 sec): 2 clusters
  Score: Raw -695184.315131 + Penalty 1406.018760 = -693778.296370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19461.810000 sec): 3 clusters
  Score: Raw -692177.054468 + Penalty 2812.037521 = -689365.016947
  nChanged 2341
		SP:Iteration 1F (19461.990000 sec): 3 clusters
  Score: Raw -693603.862619 + Penalty 2812.037521 = -690791.825098
  nChanged 477
		SP:Iteration 2F (19462.160000 sec): 3 clusters
  Score: Raw -693965.919561 + Penalty 2812.037521 = -691153.882040
  nChanged 414
		SP:Iteration 3F (19462.300000 sec): 3 clusters
  Score: Raw -694265.859152 + Penalty 2812.037521 = -691453.821631
  nChanged 403
		SP:Iteration 4F (19462.530000 sec): 3 clusters
  Score: Raw -694593.043125 + Penalty 2812.037521 = -691781.005604
  nChanged 352
		SP:Iteration 5F (19462.660000 sec): 3 clusters
  Score: Raw -694885.575657 + Penalty 2812.037521 = -692073.538136
  nChanged 315
		SP:Iteration 6F (19462.810000 sec): 3 clusters
  Score: Raw -695104.647619 + Penalty 2812.037521 = -692292.610098
  nChanged 231
		SP:Iteration 7Q (19462.970000 sec): 3 clusters
  Score: Raw -695253.747467 + Penalty 2812.037521 = -692441.709946
  nChanged 196
		SP:Iteration 8Q (19463.140000 sec): 3 clusters
  Score: Raw -695400.106292 + Penalty 2812.037521 = -692588.068771
  nChanged 169
		SP:Iteration 9Q (19463.320000 sec): 3 clusters
  Score: Raw -695518.289960 + Penalty 2812.037521 = -692706.252439
  nChanged 138
		SP:Iteration 10Q (19463.480000 sec): 3 clusters
  Score: Raw -695604.535705 + Penalty 2812.037521 = -692792.498184
  nChanged 111
		SP:Iteration 11Q (19463.690000 sec): 3 clusters
  Score: Raw -695659.224794 + Penalty 2812.037521 = -692847.187273
  nChanged 88
		SP:Iteration 12Q (19463.890000 sec): 3 clusters
  Score: Raw -695699.440299 + Penalty 2812.037521 = -692887.402779
  nChanged 85
		SP:Iteration 13Q (19464.100000 sec): 3 clusters
  Score: Raw -695729.777788 + Penalty 2812.037521 = -692917.740267
  nChanged 76
		SP:Iteration 14Q (19464.290000 sec): 3 clusters
  Score: Raw -695758.409941 + Penalty 2812.037521 = -692946.372420
  nChanged 73
		SP:Iteration 15Q (19464.500000 sec): 3 clusters
  Score: Raw -695785.093641 + Penalty 2812.037521 = -692973.056120
  nChanged 66
		SP:Iteration 16Q (19464.660000 sec): 3 clusters
  Score: Raw -695805.907889 + Penalty 2812.037521 = -692993.870368
  nChanged 57
		SP:Iteration 17Q (19464.850000 sec): 3 clusters
  Score: Raw -695822.308258 + Penalty 2812.037521 = -693010.270737
  nChanged 51
		SP:Iteration 18Q (19465.020000 sec): 3 clusters
  Score: Raw -695835.007409 + Penalty 2812.037521 = -693022.969888
  nChanged 42
		SP:Iteration 19Q (19465.260000 sec): 3 clusters
  Score: Raw -695845.925782 + Penalty 2812.037521 = -693033.888262
  nChanged 41
		SP:Iteration 20F (19465.440000 sec): 3 clusters
  Score: Raw -695861.460676 + Penalty 2812.037521 = -693049.423156
  nChanged 58
		SP:Iteration 21Q (19465.690000 sec): 3 clusters
  Score: Raw -695882.767651 + Penalty 2812.037521 = -693070.730130
  nChanged 64
		SP:Iteration 22Q (19465.920000 sec): 3 clusters
  Score: Raw -695905.500896 + Penalty 2812.037521 = -693093.463376
  nChanged 62
		SP:Iteration 23Q (19466.120000 sec): 3 clusters
  Score: Raw -695926.095281 + Penalty 2812.037521 = -693114.057761
  nChanged 61
		SP:Iteration 24Q (19466.310000 sec): 3 clusters
  Score: Raw -695946.102838 + Penalty 2812.037521 = -693134.065317
  nChanged 50
		SP:Iteration 25Q (19466.510000 sec): 3 clusters
  Score: Raw -695960.829422 + Penalty 2812.037521 = -693148.791902
  nChanged 48
		SP:Iteration 26Q (19466.710000 sec): 3 clusters
  Score: Raw -695976.053534 + Penalty 2812.037521 = -693164.016014
  nChanged 40
		SP:Iteration 27Q (19466.900000 sec): 3 clusters
  Score: Raw -695987.011160 + Penalty 2812.037521 = -693174.973639
  nChanged 35
		SP:Iteration 28Q (19467.100000 sec): 3 clusters
  Score: Raw -695995.830594 + Penalty 2812.037521 = -693183.793073
  nChanged 34
		SP:Iteration 29Q (19467.340000 sec): 3 clusters
  Score: Raw -696006.554140 + Penalty 2812.037521 = -693194.516620
  nChanged 37
		SP:Iteration 30Q (19467.520000 sec): 3 clusters
  Score: Raw -696017.696748 + Penalty 2812.037521 = -693205.659228
  nChanged 33
		SP:Iteration 31Q (19467.690000 sec): 3 clusters
  Score: Raw -696028.474521 + Penalty 2812.037521 = -693216.437001
  nChanged 31
		SP:Iteration 32Q (19467.920000 sec): 3 clusters
  Score: Raw -696038.305441 + Penalty 2812.037521 = -693226.267920
  nChanged 31
		SP:Iteration 33Q (19468.160000 sec): 3 clusters
  Score: Raw -696049.929387 + Penalty 2812.037521 = -693237.891866
  nChanged 39
		SP:Iteration 34Q (19468.380000 sec): 3 clusters
  Score: Raw -696063.608575 + Penalty 2812.037521 = -693251.571054
  nChanged 36
		SP:Iteration 35Q (19468.550000 sec): 3 clusters
  Score: Raw -696077.170650 + Penalty 2812.037521 = -693265.133129
  nChanged 41
		SP:Iteration 36Q (19468.770000 sec): 3 clusters
  Score: Raw -696090.317238 + Penalty 2812.037521 = -693278.279717
  nChanged 35
		SP:Iteration 37Q (19468.970000 sec): 3 clusters
  Score: Raw -696103.796607 + Penalty 2812.037521 = -693291.759086
  nChanged 49
		SP:Iteration 38Q (19469.190000 sec): 3 clusters
  Score: Raw -696120.503184 + Penalty 2812.037521 = -693308.465664
  nChanged 40
		SP:Iteration 39Q (19469.410000 sec): 3 clusters
  Score: Raw -696134.455156 + Penalty 2812.037521 = -693322.417635
  nChanged 33
		SP:Iteration 40F (19469.600000 sec): 3 clusters
  Score: Raw -696144.388810 + Penalty 2812.037521 = -693332.351289
  nChanged 24
		SP:Iteration 41Q (19469.810000 sec): 3 clusters
  Score: Raw -696150.313041 + Penalty 2812.037521 = -693338.275520
  nChanged 22
		SP:Iteration 42Q (19469.970000 sec): 3 clusters
  Score: Raw -696155.677323 + Penalty 2812.037521 = -693343.639802
  nChanged 16
		SP:Iteration 43Q (19470.170000 sec): 3 clusters
  Score: Raw -696160.640548 + Penalty 2812.037521 = -693348.603027
  nChanged 13
		SP:Iteration 44Q (19470.360000 sec): 3 clusters
  Score: Raw -696163.655855 + Penalty 2812.037521 = -693351.618335
  nChanged 13
		SP:Iteration 45Q (19470.540000 sec): 3 clusters
  Score: Raw -696167.450572 + Penalty 2812.037521 = -693355.413051
  nChanged 10
		SP:Iteration 46Q (19470.760000 sec): 3 clusters
  Score: Raw -696169.575362 + Penalty 2812.037521 = -693357.537841
  nChanged 9
		SP:Iteration 47Q (19471.000000 sec): 3 clusters
  Score: Raw -696171.690111 + Penalty 2812.037521 = -693359.652591
  nChanged 8
		SP:Iteration 48Q (19471.210000 sec): 3 clusters
  Score: Raw -696173.299171 + Penalty 2812.037521 = -693361.261650
  nChanged 5
		SP:Iteration 49Q (19471.390000 sec): 3 clusters
  Score: Raw -696174.823044 + Penalty 2812.037521 = -693362.785523
  nChanged 4
		SP:Iteration 50Q (19471.590000 sec): 3 clusters
  Score: Raw -696175.742091 + Penalty 2812.037521 = -693363.704570
  nChanged 1
		SP:Iteration 51Q (19471.760000 sec): 3 clusters
  Score: Raw -696175.901643 + Penalty 2812.037521 = -693363.864122
  nChanged 2
		SP:Iteration 52Q (19471.960000 sec): 3 clusters
  Score: Raw -696176.224528 + Penalty 2812.037521 = -693364.187008
  nChanged 2
		SP:Iteration 53Q (19472.190000 sec): 3 clusters
  Score: Raw -696176.594417 + Penalty 2812.037521 = -693364.556896
  nChanged 1
		SP:Iteration 54Q (19472.400000 sec): 3 clusters
  Score: Raw -696176.777092 + Penalty 2812.037521 = -693364.739571
  nChanged 0
		SP:Iteration 55F (19472.600000 sec): 3 clusters
  Score: Raw -696176.777092 + Penalty 2812.037521 = -693364.739571
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19472.740000 sec): 2 clusters
  Score: Raw -66624.713607 + Penalty 1027.708331 = -65597.005276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19472.880000 sec): 3 clusters
  Score: Raw -66580.120883 + Penalty 2055.416663 = -64524.704220
  nChanged 120
		SP:Iteration 1F (19473.060000 sec): 3 clusters
  Score: Raw -66745.913001 + Penalty 2055.416663 = -64690.496338
  nChanged 43
		SP:Iteration 2F (19473.250000 sec): 3 clusters
  Score: Raw -66839.989398 + Penalty 2055.416663 = -64784.572735
  nChanged 41
		SP:Iteration 3F (19473.440000 sec): 3 clusters
  Score: Raw -66931.783568 + Penalty 2055.416663 = -64876.366905
  nChanged 37
		SP:Iteration 4F (19473.620000 sec): 3 clusters
  Score: Raw -67095.050815 + Penalty 2055.416663 = -65039.634152
  nChanged 39
		SP:Iteration 5F (19473.790000 sec): 3 clusters
  Score: Raw -67271.493811 + Penalty 2055.416663 = -65216.077148
  nChanged 26
		SP:Iteration 6Q (19473.990000 sec): 3 clusters
  Score: Raw -67420.218509 + Penalty 2055.416663 = -65364.801846
  nChanged 11
		SP:Iteration 7Q (19474.160000 sec): 3 clusters
  Score: Raw -67467.521395 + Penalty 2055.416663 = -65412.104732
  nChanged 7
		SP:Iteration 8Q (19474.340000 sec): 3 clusters
  Score: Raw -67489.707410 + Penalty 2055.416663 = -65434.290748
  nChanged 7
		SP:Iteration 9Q (19474.540000 sec): 3 clusters
  Score: Raw -67515.017997 + Penalty 2055.416663 = -65459.601334
  nChanged 5
		SP:Iteration 10Q (19474.700000 sec): 3 clusters
  Score: Raw -67551.683230 + Penalty 2055.416663 = -65496.266567
  nChanged 9
		SP:Iteration 11Q (19474.890000 sec): 3 clusters
  Score: Raw -67581.158054 + Penalty 2055.416663 = -65525.741391
  nChanged 2
		SP:Iteration 12Q (19475.070000 sec): 3 clusters
  Score: Raw -67585.567819 + Penalty 2055.416663 = -65530.151156
  nChanged 1
		SP:Iteration 13Q (19475.280000 sec): 3 clusters
  Score: Raw -67587.236363 + Penalty 2055.416663 = -65531.819700
  nChanged 1
		SP:Iteration 14Q (19475.470000 sec): 3 clusters
  Score: Raw -67589.208813 + Penalty 2055.416663 = -65533.792151
  nChanged 1
		SP:Iteration 15Q (19475.650000 sec): 3 clusters
  Score: Raw -67591.025176 + Penalty 2055.416663 = -65535.608513
  nChanged 0
		SP:Iteration 16F (19475.820000 sec): 3 clusters
  Score: Raw -67591.025176 + Penalty 2055.416663 = -65535.608513
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19476.040000 sec): 2 clusters
  Score: Raw -2178262.927515 + Penalty 1604.885608 = -2176658.041907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19476.310000 sec): 3 clusters
  Score: Raw -2166672.646247 + Penalty 3209.771216 = -2163462.875031
  nChanged 8731
		SP:Iteration 1F (19476.640000 sec): 3 clusters
  Score: Raw -2171719.579795 + Penalty 3209.771216 = -2168509.808580
  nChanged 1154
		SP:Iteration 2F (19476.920000 sec): 3 clusters
  Score: Raw -2172334.124128 + Penalty 3209.771216 = -2169124.352912
  nChanged 1115
		SP:Iteration 3F (19477.180000 sec): 3 clusters
  Score: Raw -2172998.424174 + Penalty 3209.771216 = -2169788.652959
  nChanged 1139
		SP:Iteration 4F (19477.510000 sec): 3 clusters
  Score: Raw -2173657.621578 + Penalty 3209.771216 = -2170447.850362
  nChanged 1079
		SP:Iteration 5F (19477.770000 sec): 3 clusters
  Score: Raw -2174250.892247 + Penalty 3209.771216 = -2171041.121031
  nChanged 979
		SP:Iteration 6F (19478.070000 sec): 3 clusters
  Score: Raw -2174751.292085 + Penalty 3209.771216 = -2171541.520869
  nChanged 874
		SP:Iteration 7Q (19478.350000 sec): 3 clusters
  Score: Raw -2175166.856791 + Penalty 3209.771216 = -2171957.085575
  nChanged 790
		SP:Iteration 8Q (19478.650000 sec): 3 clusters
  Score: Raw -2175553.079460 + Penalty 3209.771216 = -2172343.308244
  nChanged 714
		SP:Iteration 9Q (19478.990000 sec): 3 clusters
  Score: Raw -2175866.045823 + Penalty 3209.771216 = -2172656.274607
  nChanged 602
		SP:Iteration 10Q (19479.270000 sec): 3 clusters
  Score: Raw -2176104.363929 + Penalty 3209.771216 = -2172894.592713
  nChanged 501
		SP:Iteration 11Q (19479.510000 sec): 3 clusters
  Score: Raw -2176277.022594 + Penalty 3209.771216 = -2173067.251378
  nChanged 418
		SP:Iteration 12Q (19479.770000 sec): 3 clusters
  Score: Raw -2176409.464475 + Penalty 3209.771216 = -2173199.693259
  nChanged 332
		SP:Iteration 13Q (19480.090000 sec): 3 clusters
  Score: Raw -2176505.214301 + Penalty 3209.771216 = -2173295.443085
  nChanged 273
		SP:Iteration 14Q (19480.430000 sec): 3 clusters
  Score: Raw -2176572.199415 + Penalty 3209.771216 = -2173362.428199
  nChanged 206
		SP:Iteration 15Q (19480.690000 sec): 3 clusters
  Score: Raw -2176616.148578 + Penalty 3209.771216 = -2173406.377362
  nChanged 173
		SP:Iteration 16Q (19480.960000 sec): 3 clusters
  Score: Raw -2176644.035256 + Penalty 3209.771216 = -2173434.264040
  nChanged 135
		SP:Iteration 17Q (19481.250000 sec): 3 clusters
  Score: Raw -2176662.923353 + Penalty 3209.771216 = -2173453.152137
  nChanged 107
		SP:Iteration 18Q (19481.500000 sec): 3 clusters
  Score: Raw -2176677.787039 + Penalty 3209.771216 = -2173468.015823
  nChanged 92
		SP:Iteration 19Q (19481.760000 sec): 3 clusters
  Score: Raw -2176689.198554 + Penalty 3209.771216 = -2173479.427338
  nChanged 93
		SP:Iteration 20F (19482.030000 sec): 3 clusters
  Score: Raw -2176701.404422 + Penalty 3209.771216 = -2173491.633206
  nChanged 87
		SP:Iteration 21Q (19482.360000 sec): 3 clusters
  Score: Raw -2176713.364430 + Penalty 3209.771216 = -2173503.593214
  nChanged 86
		SP:Iteration 22Q (19482.590000 sec): 3 clusters
  Score: Raw -2176724.618981 + Penalty 3209.771216 = -2173514.847766
  nChanged 91
		SP:Iteration 23Q (19482.940000 sec): 3 clusters
  Score: Raw -2176739.041010 + Penalty 3209.771216 = -2173529.269794
  nChanged 88
		SP:Iteration 24Q (19483.170000 sec): 3 clusters
  Score: Raw -2176749.495022 + Penalty 3209.771216 = -2173539.723806
  nChanged 84
		SP:Iteration 25Q (19483.450000 sec): 3 clusters
  Score: Raw -2176760.895701 + Penalty 3209.771216 = -2173551.124485
  nChanged 93
		SP:Iteration 26Q (19483.730000 sec): 3 clusters
  Score: Raw -2176773.922143 + Penalty 3209.771216 = -2173564.150927
  nChanged 88
		SP:Iteration 27Q (19483.970000 sec): 3 clusters
  Score: Raw -2176786.640087 + Penalty 3209.771216 = -2173576.868872
  nChanged 82
		SP:Iteration 28Q (19484.250000 sec): 3 clusters
  Score: Raw -2176798.291603 + Penalty 3209.771216 = -2173588.520387
  nChanged 85
		SP:Iteration 29Q (19484.460000 sec): 3 clusters
  Score: Raw -2176809.269883 + Penalty 3209.771216 = -2173599.498667
  nChanged 68
		SP:Iteration 30Q (19484.720000 sec): 3 clusters
  Score: Raw -2176816.747419 + Penalty 3209.771216 = -2173606.976204
  nChanged 69
		SP:Iteration 31Q (19484.970000 sec): 3 clusters
  Score: Raw -2176824.847689 + Penalty 3209.771216 = -2173615.076473
  nChanged 61
		SP:Iteration 32Q (19485.250000 sec): 3 clusters
  Score: Raw -2176831.119393 + Penalty 3209.771216 = -2173621.348178
  nChanged 49
		SP:Iteration 33Q (19485.490000 sec): 3 clusters
  Score: Raw -2176837.395608 + Penalty 3209.771216 = -2173627.624392
  nChanged 62
		SP:Iteration 34Q (19485.750000 sec): 3 clusters
  Score: Raw -2176845.321992 + Penalty 3209.771216 = -2173635.550777
  nChanged 77
		SP:Iteration 35Q (19486.000000 sec): 3 clusters
  Score: Raw -2176856.772405 + Penalty 3209.771216 = -2173647.001189
  nChanged 83
		SP:Iteration 36Q (19486.270000 sec): 3 clusters
  Score: Raw -2176866.722553 + Penalty 3209.771216 = -2173656.951337
  nChanged 73
		SP:Iteration 37Q (19486.510000 sec): 3 clusters
  Score: Raw -2176874.455384 + Penalty 3209.771216 = -2173664.684169
  nChanged 59
		SP:Iteration 38Q (19486.800000 sec): 3 clusters
  Score: Raw -2176880.244887 + Penalty 3209.771216 = -2173670.473672
  nChanged 50
		SP:Iteration 39Q (19487.070000 sec): 3 clusters
  Score: Raw -2176885.605909 + Penalty 3209.771216 = -2173675.834694
  nChanged 39
		SP:Iteration 40F (19487.310000 sec): 3 clusters
  Score: Raw -2176890.061123 + Penalty 3209.771216 = -2173680.289907
  nChanged 43
		SP:Iteration 41Q (19487.590000 sec): 3 clusters
  Score: Raw -2176894.333576 + Penalty 3209.771216 = -2173684.562360
  nChanged 45
		SP:Iteration 42Q (19487.860000 sec): 3 clusters
  Score: Raw -2176899.300423 + Penalty 3209.771216 = -2173689.529207
  nChanged 45
		SP:Iteration 43Q (19488.150000 sec): 3 clusters
  Score: Raw -2176903.692512 + Penalty 3209.771216 = -2173693.921296
  nChanged 47
		SP:Iteration 44Q (19488.380000 sec): 3 clusters
  Score: Raw -2176908.892027 + Penalty 3209.771216 = -2173699.120811
  nChanged 50
		SP:Iteration 45Q (19488.630000 sec): 3 clusters
  Score: Raw -2176913.845784 + Penalty 3209.771216 = -2173704.074568
  nChanged 44
		SP:Iteration 46Q (19488.910000 sec): 3 clusters
  Score: Raw -2176918.698895 + Penalty 3209.771216 = -2173708.927680
  nChanged 51
		SP:Iteration 47Q (19489.210000 sec): 3 clusters
  Score: Raw -2176924.672437 + Penalty 3209.771216 = -2173714.901222
  nChanged 59
		SP:Iteration 48Q (19489.460000 sec): 3 clusters
  Score: Raw -2176932.042138 + Penalty 3209.771216 = -2173722.270922
  nChanged 69
		SP:Iteration 49Q (19489.720000 sec): 3 clusters
  Score: Raw -2176941.356696 + Penalty 3209.771216 = -2173731.585480
  nChanged 70
		SP:Iteration 50Q (19489.990000 sec): 3 clusters
  Score: Raw -2176953.176254 + Penalty 3209.771216 = -2173743.405038
  nChanged 73
		SP:Iteration 51Q (19490.310000 sec): 3 clusters
  Score: Raw -2176964.365014 + Penalty 3209.771216 = -2173754.593799
  nChanged 64
		SP:Iteration 52Q (19490.570000 sec): 3 clusters
  Score: Raw -2176972.901002 + Penalty 3209.771216 = -2173763.129786
  nChanged 76
		SP:Iteration 53Q (19490.860000 sec): 3 clusters
  Score: Raw -2176982.753872 + Penalty 3209.771216 = -2173772.982656
  nChanged 70
		SP:Iteration 54Q (19491.180000 sec): 3 clusters
  Score: Raw -2176991.336334 + Penalty 3209.771216 = -2173781.565118
  nChanged 55
		SP:Iteration 55Q (19491.440000 sec): 3 clusters
  Score: Raw -2176998.469685 + Penalty 3209.771216 = -2173788.698469
  nChanged 56
		SP:Iteration 56Q (19491.690000 sec): 3 clusters
  Score: Raw -2177007.323357 + Penalty 3209.771216 = -2173797.552141
  nChanged 63
		SP:Iteration 57Q (19491.950000 sec): 3 clusters
  Score: Raw -2177016.706649 + Penalty 3209.771216 = -2173806.935433
  nChanged 72
		SP:Iteration 58Q (19492.170000 sec): 3 clusters
  Score: Raw -2177028.600751 + Penalty 3209.771216 = -2173818.829535
  nChanged 75
		SP:Iteration 59Q (19492.470000 sec): 3 clusters
  Score: Raw -2177039.704618 + Penalty 3209.771216 = -2173829.933403
  nChanged 75
		SP:Iteration 60F (19492.740000 sec): 3 clusters
  Score: Raw -2177051.688135 + Penalty 3209.771216 = -2173841.916919
  nChanged 80
		SP:Iteration 61Q (19493.050000 sec): 3 clusters
  Score: Raw -2177065.980813 + Penalty 3209.771216 = -2173856.209597
  nChanged 90
		SP:Iteration 62Q (19493.270000 sec): 3 clusters
  Score: Raw -2177083.493208 + Penalty 3209.771216 = -2173873.721992
  nChanged 93
		SP:Iteration 63Q (19493.550000 sec): 3 clusters
  Score: Raw -2177099.295294 + Penalty 3209.771216 = -2173889.524078
  nChanged 83
		SP:Iteration 64Q (19493.820000 sec): 3 clusters
  Score: Raw -2177113.125114 + Penalty 3209.771216 = -2173903.353898
  nChanged 78
		SP:Iteration 65Q (19494.050000 sec): 3 clusters
  Score: Raw -2177125.876911 + Penalty 3209.771216 = -2173916.105695
  nChanged 84
		SP:Iteration 66Q (19494.280000 sec): 3 clusters
  Score: Raw -2177141.465149 + Penalty 3209.771216 = -2173931.693934
  nChanged 99
		SP:Iteration 67Q (19494.570000 sec): 3 clusters
  Score: Raw -2177161.039826 + Penalty 3209.771216 = -2173951.268610
  nChanged 93
		SP:Iteration 68Q (19494.810000 sec): 3 clusters
  Score: Raw -2177177.519830 + Penalty 3209.771216 = -2173967.748614
  nChanged 95
		SP:Iteration 69Q (19495.110000 sec): 3 clusters
  Score: Raw -2177197.431093 + Penalty 3209.771216 = -2173987.659878
  nChanged 125
		SP:Iteration 70Q (19495.330000 sec): 3 clusters
  Score: Raw -2177229.091721 + Penalty 3209.771216 = -2174019.320505
  nChanged 125
		SP:Iteration 71Q (19495.610000 sec): 3 clusters
  Score: Raw -2177262.092818 + Penalty 3209.771216 = -2174052.321603
  nChanged 137
		SP:Iteration 72Q (19495.850000 sec): 3 clusters
  Score: Raw -2177302.478454 + Penalty 3209.771216 = -2174092.707238
  nChanged 160
		SP:Iteration 73Q (19496.120000 sec): 3 clusters
  Score: Raw -2177353.787403 + Penalty 3209.771216 = -2174144.016188
  nChanged 167
		SP:Iteration 74Q (19496.340000 sec): 3 clusters
  Score: Raw -2177416.050649 + Penalty 3209.771216 = -2174206.279433
  nChanged 177
		SP:Iteration 75Q (19496.610000 sec): 3 clusters
  Score: Raw -2177485.027705 + Penalty 3209.771216 = -2174275.256489
  nChanged 195
		SP:Iteration 76Q (19496.870000 sec): 3 clusters
  Score: Raw -2177574.708889 + Penalty 3209.771216 = -2174364.937674
  nChanged 200
		SP:Iteration 77Q (19497.150000 sec): 3 clusters
  Score: Raw -2177663.106210 + Penalty 3209.771216 = -2174453.334994
  nChanged 210
		SP:Iteration 78Q (19497.410000 sec): 3 clusters
  Score: Raw -2177752.028219 + Penalty 3209.771216 = -2174542.257003
  nChanged 213
		SP:Iteration 79Q (19497.630000 sec): 3 clusters
  Score: Raw -2177839.833137 + Penalty 3209.771216 = -2174630.061921
  nChanged 202
		SP:Iteration 80F (19497.950000 sec): 3 clusters
  Score: Raw -2177927.225190 + Penalty 3209.771216 = -2174717.453975
  nChanged 194
		SP:Iteration 81Q (19498.200000 sec): 3 clusters
  Score: Raw -2178005.107434 + Penalty 3209.771216 = -2174795.336219
  nChanged 192
		SP:Iteration 82Q (19498.470000 sec): 3 clusters
  Score: Raw -2178083.732622 + Penalty 3209.771216 = -2174873.961406
  nChanged 158
		SP:Iteration 83Q (19498.700000 sec): 3 clusters
  Score: Raw -2178142.374774 + Penalty 3209.771216 = -2174932.603558
  nChanged 139
		SP:Iteration 84Q (19498.970000 sec): 3 clusters
  Score: Raw -2178195.212642 + Penalty 3209.771216 = -2174985.441427
  nChanged 140
		SP:Iteration 85Q (19499.250000 sec): 3 clusters
  Score: Raw -2178251.473100 + Penalty 3209.771216 = -2175041.701884
  nChanged 132
		SP:Iteration 86Q (19499.470000 sec): 3 clusters
  Score: Raw -2178298.336843 + Penalty 3209.771216 = -2175088.565628
  nChanged 116
		SP:Iteration 87Q (19499.750000 sec): 3 clusters
  Score: Raw -2178343.196922 + Penalty 3209.771216 = -2175133.425707
  nChanged 112
		SP:Iteration 88Q (19500.000000 sec): 3 clusters
  Score: Raw -2178390.648625 + Penalty 3209.771216 = -2175180.877409
  nChanged 106
		SP:Iteration 89Q (19500.250000 sec): 3 clusters
  Score: Raw -2178436.576914 + Penalty 3209.771216 = -2175226.805698
  nChanged 99
		SP:Iteration 90Q (19500.510000 sec): 3 clusters
  Score: Raw -2178487.408847 + Penalty 3209.771216 = -2175277.637631
  nChanged 97
		SP:Iteration 91Q (19500.750000 sec): 3 clusters
  Score: Raw -2178541.744105 + Penalty 3209.771216 = -2175331.972890
  nChanged 102
		SP:Iteration 92Q (19501.040000 sec): 3 clusters
  Score: Raw -2178600.190828 + Penalty 3209.771216 = -2175390.419612
  nChanged 91
		SP:Iteration 93Q (19501.260000 sec): 3 clusters
  Score: Raw -2178644.301825 + Penalty 3209.771216 = -2175434.530609
  nChanged 70
		SP:Iteration 94Q (19501.530000 sec): 3 clusters
  Score: Raw -2178674.833144 + Penalty 3209.771216 = -2175465.061928
  nChanged 65
		SP:Iteration 95Q (19501.790000 sec): 3 clusters
  Score: Raw -2178701.893549 + Penalty 3209.771216 = -2175492.122334
  nChanged 51
		SP:Iteration 96Q (19502.030000 sec): 3 clusters
  Score: Raw -2178721.832966 + Penalty 3209.771216 = -2175512.061750
  nChanged 48
		SP:Iteration 97Q (19502.330000 sec): 3 clusters
  Score: Raw -2178739.502803 + Penalty 3209.771216 = -2175529.731587
  nChanged 41
		SP:Iteration 98Q (19502.580000 sec): 3 clusters
  Score: Raw -2178754.806063 + Penalty 3209.771216 = -2175545.034847
  nChanged 32
		SP:Iteration 99Q (19502.850000 sec): 3 clusters
  Score: Raw -2178767.613860 + Penalty 3209.771216 = -2175557.842645
  nChanged 21
		SP:Iteration 100F (19503.060000 sec): 3 clusters
  Score: Raw -2178775.798931 + Penalty 3209.771216 = -2175566.027715
  nChanged 17
		SP:Iteration 101Q (19503.310000 sec): 3 clusters
  Score: Raw -2178782.966286 + Penalty 3209.771216 = -2175573.195070
  nChanged 24
		SP:Iteration 102Q (19503.620000 sec): 3 clusters
  Score: Raw -2178790.442213 + Penalty 3209.771216 = -2175580.670997
  nChanged 17
		SP:Iteration 103Q (19503.870000 sec): 3 clusters
  Score: Raw -2178798.112479 + Penalty 3209.771216 = -2175588.341263
  nChanged 19
		SP:Iteration 104Q (19504.160000 sec): 3 clusters
  Score: Raw -2178804.374921 + Penalty 3209.771216 = -2175594.603705
  nChanged 9
		SP:Iteration 105Q (19504.460000 sec): 3 clusters
  Score: Raw -2178806.596793 + Penalty 3209.771216 = -2175596.825578
  nChanged 7
		SP:Iteration 106Q (19504.730000 sec): 3 clusters
  Score: Raw -2178808.758539 + Penalty 3209.771216 = -2175598.987323
  nChanged 5
		SP:Iteration 107Q (19504.970000 sec): 3 clusters
  Score: Raw -2178810.047426 + Penalty 3209.771216 = -2175600.276211
  nChanged 5
		SP:Iteration 108Q (19505.270000 sec): 3 clusters
  Score: Raw -2178812.697806 + Penalty 3209.771216 = -2175602.926591
  nChanged 4
		SP:Iteration 109Q (19505.510000 sec): 3 clusters
  Score: Raw -2178814.613247 + Penalty 3209.771216 = -2175604.842032
  nChanged 3
		SP:Iteration 110Q (19505.760000 sec): 3 clusters
  Score: Raw -2178815.401673 + Penalty 3209.771216 = -2175605.630457
  nChanged 2
		SP:Iteration 111Q (19506.000000 sec): 3 clusters
  Score: Raw -2178815.677758 + Penalty 3209.771216 = -2175605.906543
  nChanged 0
		SP:Iteration 112F (19506.260000 sec): 3 clusters
  Score: Raw -2178815.677758 + Penalty 3209.771216 = -2175605.906543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19506.360000 sec): 2 clusters
  Score: Raw -24918.227355 + Penalty 880.836937 = -24037.390417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19506.510000 sec): 3 clusters
  Score: Raw -25010.724515 + Penalty 1761.673875 = -23249.050641
  nChanged 27
		SP:Iteration 1F (19506.720000 sec): 3 clusters
  Score: Raw -25114.463523 + Penalty 1761.673875 = -23352.789648
  nChanged 9
		SP:Iteration 2Q (19506.900000 sec): 3 clusters
  Score: Raw -25148.145096 + Penalty 1761.673875 = -23386.471221
  nChanged 2
		SP:Iteration 3Q (19507.090000 sec): 3 clusters
  Score: Raw -25154.373728 + Penalty 1761.673875 = -23392.699854
  nChanged 1
		SP:Iteration 4Q (19507.270000 sec): 3 clusters
  Score: Raw -25156.973507 + Penalty 1761.673875 = -23395.299632
  nChanged 0
		SP:Iteration 5F (19507.470000 sec): 3 clusters
  Score: Raw -25156.973507 + Penalty 1761.673875 = -23395.299632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19507.560000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19507.770000 sec): 3 clusters
  Score: Raw -15014.263020 + Penalty 1641.203202 = -13373.059817
  nChanged 11
		SP:Iteration 1F (19507.950000 sec): 3 clusters
  Score: Raw -15062.339796 + Penalty 1641.203202 = -13421.136593
  nChanged 5
		SP:Iteration 2Q (19508.100000 sec): 3 clusters
  Score: Raw -15091.869298 + Penalty 1641.203202 = -13450.666096
  nChanged 3
		SP:Iteration 3Q (19508.280000 sec): 3 clusters
  Score: Raw -15106.607665 + Penalty 1641.203202 = -13465.404462
  nChanged 3
		SP:Iteration 4Q (19508.470000 sec): 3 clusters
  Score: Raw -15124.164889 + Penalty 1641.203202 = -13482.961687
  nChanged 2
		SP:Iteration 5Q (19508.670000 sec): 3 clusters
  Score: Raw -15141.673466 + Penalty 1641.203202 = -13500.470264
  nChanged 1
		SP:Iteration 6Q (19508.850000 sec): 3 clusters
  Score: Raw -15145.788980 + Penalty 1641.203202 = -13504.585777
  nChanged 1
		SP:Iteration 7Q (19509.070000 sec): 3 clusters
  Score: Raw -15149.419483 + Penalty 1641.203202 = -13508.216281
  nChanged 0
		SP:Iteration 8F (19509.240000 sec): 3 clusters
  Score: Raw -15149.419483 + Penalty 1641.203202 = -13508.216281
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (17466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19509.480000 sec): 2 clusters
  Score: Raw -2150953.829418 + Penalty 1587.301855 = -2149366.527564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19509.720000 sec): 3 clusters
  Score: Raw -2140615.218430 + Penalty 3174.603709 = -2137440.614721
  nChanged 7795
		SP:Iteration 1F (19509.960000 sec): 3 clusters
  Score: Raw -2144909.652414 + Penalty 3174.603709 = -2141735.048705
  nChanged 959
		SP:Iteration 2F (19510.200000 sec): 3 clusters
  Score: Raw -2145313.639593 + Penalty 3174.603709 = -2142139.035884
  nChanged 897
		SP:Iteration 3F (19510.490000 sec): 3 clusters
  Score: Raw -2145698.641334 + Penalty 3174.603709 = -2142524.037625
  nChanged 886
		SP:Iteration 4F (19510.720000 sec): 3 clusters
  Score: Raw -2146096.628089 + Penalty 3174.603709 = -2142922.024380
  nChanged 894
		SP:Iteration 5F (19510.950000 sec): 3 clusters
  Score: Raw -2146551.066876 + Penalty 3174.603709 = -2143376.463166
  nChanged 889
		SP:Iteration 6F (19511.270000 sec): 3 clusters
  Score: Raw -2147020.100592 + Penalty 3174.603709 = -2143845.496883
  nChanged 852
		SP:Iteration 7Q (19511.510000 sec): 3 clusters
  Score: Raw -2147475.903888 + Penalty 3174.603709 = -2144301.300179
  nChanged 792
		SP:Iteration 8Q (19511.790000 sec): 3 clusters
  Score: Raw -2147906.190539 + Penalty 3174.603709 = -2144731.586830
  nChanged 716
		SP:Iteration 9Q (19512.040000 sec): 3 clusters
  Score: Raw -2148322.808801 + Penalty 3174.603709 = -2145148.205092
  nChanged 625
		SP:Iteration 10Q (19512.380000 sec): 3 clusters
  Score: Raw -2148664.315574 + Penalty 3174.603709 = -2145489.711864
  nChanged 605
		SP:Iteration 11Q (19512.620000 sec): 3 clusters
  Score: Raw -2148996.322099 + Penalty 3174.603709 = -2145821.718390
  nChanged 555
		SP:Iteration 12Q (19512.870000 sec): 3 clusters
  Score: Raw -2149306.242227 + Penalty 3174.603709 = -2146131.638518
  nChanged 463
		SP:Iteration 13Q (19513.170000 sec): 3 clusters
  Score: Raw -2149534.107863 + Penalty 3174.603709 = -2146359.504154
  nChanged 390
		SP:Iteration 14Q (19513.440000 sec): 3 clusters
  Score: Raw -2149724.792751 + Penalty 3174.603709 = -2146550.189042
  nChanged 359
		SP:Iteration 15Q (19513.670000 sec): 3 clusters
  Score: Raw -2149898.804371 + Penalty 3174.603709 = -2146724.200661
  nChanged 334
		SP:Iteration 16Q (19513.920000 sec): 3 clusters
  Score: Raw -2150064.986823 + Penalty 3174.603709 = -2146890.383114
  nChanged 331
		SP:Iteration 17Q (19514.170000 sec): 3 clusters
  Score: Raw -2150240.091153 + Penalty 3174.603709 = -2147065.487444
  nChanged 308
		SP:Iteration 18Q (19514.390000 sec): 3 clusters
  Score: Raw -2150407.257267 + Penalty 3174.603709 = -2147232.653558
  nChanged 267
		SP:Iteration 19Q (19514.640000 sec): 3 clusters
  Score: Raw -2150558.009348 + Penalty 3174.603709 = -2147383.405639
  nChanged 236
		SP:Iteration 20F (19514.910000 sec): 3 clusters
  Score: Raw -2150690.515832 + Penalty 3174.603709 = -2147515.912123
  nChanged 202
		SP:Iteration 21Q (19515.130000 sec): 3 clusters
  Score: Raw -2150797.130465 + Penalty 3174.603709 = -2147622.526756
  nChanged 166
		SP:Iteration 22Q (19515.410000 sec): 3 clusters
  Score: Raw -2150881.029628 + Penalty 3174.603709 = -2147706.425919
  nChanged 148
		SP:Iteration 23Q (19515.610000 sec): 3 clusters
  Score: Raw -2150964.534833 + Penalty 3174.603709 = -2147789.931123
  nChanged 135
		SP:Iteration 24Q (19515.880000 sec): 3 clusters
  Score: Raw -2151037.331411 + Penalty 3174.603709 = -2147862.727701
  nChanged 96
		SP:Iteration 25Q (19516.130000 sec): 3 clusters
  Score: Raw -2151093.948209 + Penalty 3174.603709 = -2147919.344500
  nChanged 82
		SP:Iteration 26Q (19516.370000 sec): 3 clusters
  Score: Raw -2151143.465321 + Penalty 3174.603709 = -2147968.861612
  nChanged 78
		SP:Iteration 27Q (19516.620000 sec): 3 clusters
  Score: Raw -2151192.277763 + Penalty 3174.603709 = -2148017.674054
  nChanged 56
		SP:Iteration 28Q (19516.950000 sec): 3 clusters
  Score: Raw -2151225.713256 + Penalty 3174.603709 = -2148051.109547
  nChanged 40
		SP:Iteration 29Q (19517.170000 sec): 3 clusters
  Score: Raw -2151247.473962 + Penalty 3174.603709 = -2148072.870252
  nChanged 37
		SP:Iteration 30Q (19517.440000 sec): 3 clusters
  Score: Raw -2151267.100443 + Penalty 3174.603709 = -2148092.496734
  nChanged 31
		SP:Iteration 31Q (19517.650000 sec): 3 clusters
  Score: Raw -2151284.365125 + Penalty 3174.603709 = -2148109.761416
  nChanged 26
		SP:Iteration 32Q (19517.870000 sec): 3 clusters
  Score: Raw -2151297.360982 + Penalty 3174.603709 = -2148122.757273
  nChanged 21
		SP:Iteration 33Q (19518.130000 sec): 3 clusters
  Score: Raw -2151308.690439 + Penalty 3174.603709 = -2148134.086730
  nChanged 18
		SP:Iteration 34Q (19518.430000 sec): 3 clusters
  Score: Raw -2151318.786838 + Penalty 3174.603709 = -2148144.183128
  nChanged 17
		SP:Iteration 35Q (19518.670000 sec): 3 clusters
  Score: Raw -2151327.867768 + Penalty 3174.603709 = -2148153.264058
  nChanged 10
		SP:Iteration 36Q (19518.890000 sec): 3 clusters
  Score: Raw -2151333.624879 + Penalty 3174.603709 = -2148159.021169
  nChanged 5
		SP:Iteration 37Q (19519.200000 sec): 3 clusters
  Score: Raw -2151338.833300 + Penalty 3174.603709 = -2148164.229590
  nChanged 7
		SP:Iteration 38Q (19519.450000 sec): 3 clusters
  Score: Raw -2151341.176645 + Penalty 3174.603709 = -2148166.572935
  nChanged 2
		SP:Iteration 39Q (19519.720000 sec): 3 clusters
  Score: Raw -2151342.187718 + Penalty 3174.603709 = -2148167.584008
  nChanged 4
		SP:Iteration 40F (19519.990000 sec): 3 clusters
  Score: Raw -2151344.540739 + Penalty 3174.603709 = -2148169.937029
  nChanged 9
		SP:Iteration 41Q (19520.220000 sec): 3 clusters
  Score: Raw -2151348.998849 + Penalty 3174.603709 = -2148174.395140
  nChanged 2
		SP:Iteration 42Q (19520.470000 sec): 3 clusters
  Score: Raw -2151349.694705 + Penalty 3174.603709 = -2148175.090996
  nChanged 2
		SP:Iteration 43Q (19520.700000 sec): 3 clusters
  Score: Raw -2151350.894212 + Penalty 3174.603709 = -2148176.290503
  nChanged 1
		SP:Iteration 44Q (19520.930000 sec): 3 clusters
  Score: Raw -2151351.104257 + Penalty 3174.603709 = -2148176.500548
  nChanged 1
		SP:Iteration 45Q (19521.190000 sec): 3 clusters
  Score: Raw -2151351.879073 + Penalty 3174.603709 = -2148177.275364
  nChanged 0
		SP:Iteration 46F (19521.480000 sec): 3 clusters
  Score: Raw -2151351.879073 + Penalty 3174.603709 = -2148177.275364
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19521.570000 sec): 2 clusters
  Score: Raw -59650.290963 + Penalty 1022.980725 = -58627.310238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19521.730000 sec): 3 clusters
  Score: Raw -59591.015525 + Penalty 2045.961450 = -57545.054075
  nChanged 130
		SP:Iteration 1F (19521.910000 sec): 3 clusters
  Score: Raw -59767.183942 + Penalty 2045.961450 = -57721.222492
  nChanged 34
		SP:Iteration 2F (19522.050000 sec): 3 clusters
  Score: Raw -59830.642462 + Penalty 2045.961450 = -57784.681011
  nChanged 12
		SP:Iteration 3Q (19522.230000 sec): 3 clusters
  Score: Raw -59846.780618 + Penalty 2045.961450 = -57800.819167
  nChanged 10
		SP:Iteration 4Q (19522.420000 sec): 3 clusters
  Score: Raw -59866.258728 + Penalty 2045.961450 = -57820.297277
  nChanged 7
		SP:Iteration 5Q (19522.580000 sec): 3 clusters
  Score: Raw -59875.908314 + Penalty 2045.961450 = -57829.946863
  nChanged 11
		SP:Iteration 6Q (19522.770000 sec): 3 clusters
  Score: Raw -59898.981320 + Penalty 2045.961450 = -57853.019870
  nChanged 11
		SP:Iteration 7Q (19522.930000 sec): 3 clusters
  Score: Raw -59919.569577 + Penalty 2045.961450 = -57873.608127
  nChanged 9
		SP:Iteration 8Q (19523.070000 sec): 3 clusters
  Score: Raw -59934.779398 + Penalty 2045.961450 = -57888.817948
  nChanged 7
		SP:Iteration 9Q (19523.240000 sec): 3 clusters
  Score: Raw -59946.712986 + Penalty 2045.961450 = -57900.751536
  nChanged 5
		SP:Iteration 10Q (19523.440000 sec): 3 clusters
  Score: Raw -59957.488857 + Penalty 2045.961450 = -57911.527406
  nChanged 7
		SP:Iteration 11Q (19523.600000 sec): 3 clusters
  Score: Raw -59968.988029 + Penalty 2045.961450 = -57923.026579
  nChanged 4
		SP:Iteration 12Q (19523.760000 sec): 3 clusters
  Score: Raw -59976.006703 + Penalty 2045.961450 = -57930.045252
  nChanged 3
		SP:Iteration 13Q (19523.950000 sec): 3 clusters
  Score: Raw -59980.480057 + Penalty 2045.961450 = -57934.518607
  nChanged 2
		SP:Iteration 14Q (19524.060000 sec): 3 clusters
  Score: Raw -59983.426678 + Penalty 2045.961450 = -57937.465228
  nChanged 2
		SP:Iteration 15Q (19524.250000 sec): 3 clusters
  Score: Raw -59987.165377 + Penalty 2045.961450 = -57941.203926
  nChanged 2
		SP:Iteration 16Q (19524.430000 sec): 3 clusters
  Score: Raw -59991.351448 + Penalty 2045.961450 = -57945.389997
  nChanged 0
		SP:Iteration 17F (19524.610000 sec): 3 clusters
  Score: Raw -59991.351448 + Penalty 2045.961450 = -57945.389997
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19524.680000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19524.860000 sec): 3 clusters
  Score: Raw -61054.505774 + Penalty 2026.820117 = -59027.685657
  nChanged 120
		SP:Iteration 1F (19524.990000 sec): 3 clusters
  Score: Raw -61203.676636 + Penalty 2026.820117 = -59176.856519
  nChanged 33
		SP:Iteration 2F (19525.200000 sec): 3 clusters
  Score: Raw -61257.487260 + Penalty 2026.820117 = -59230.667143
  nChanged 12
		SP:Iteration 3Q (19525.320000 sec): 3 clusters
  Score: Raw -61278.860349 + Penalty 2026.820117 = -59252.040232
  nChanged 6
		SP:Iteration 4Q (19525.500000 sec): 3 clusters
  Score: Raw -61285.000441 + Penalty 2026.820117 = -59258.180324
  nChanged 2
		SP:Iteration 5Q (19525.660000 sec): 3 clusters
  Score: Raw -61287.307518 + Penalty 2026.820117 = -59260.487401
  nChanged 3
		SP:Iteration 6Q (19525.850000 sec): 3 clusters
  Score: Raw -61291.763006 + Penalty 2026.820117 = -59264.942889
  nChanged 2
		SP:Iteration 7Q (19526.010000 sec): 3 clusters
  Score: Raw -61293.128739 + Penalty 2026.820117 = -59266.308622
  nChanged 1
		SP:Iteration 8Q (19526.150000 sec): 3 clusters
  Score: Raw -61295.339160 + Penalty 2026.820117 = -59268.519043
  nChanged 0
		SP:Iteration 9F (19526.360000 sec): 3 clusters
  Score: Raw -61295.339160 + Penalty 2026.820117 = -59268.519043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19526.580000 sec): 2 clusters
  Score: Raw -4853165.413522 + Penalty 1721.501580 = -4851443.911942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19526.970000 sec): 3 clusters
  Score: Raw -4828090.541153 + Penalty 3443.003160 = -4824647.537993
  nChanged 18658
		SP:Iteration 1F (19527.380000 sec): 3 clusters
  Score: Raw -4838813.311492 + Penalty 3443.003160 = -4835370.308333
  nChanged 1891
		SP:Iteration 2Q (19527.710000 sec): 3 clusters
  Score: Raw -4839544.747562 + Penalty 3443.003160 = -4836101.744402
  nChanged 1958
		SP:Iteration 3Q (19528.140000 sec): 3 clusters
  Score: Raw -4840384.205088 + Penalty 3443.003160 = -4836941.201929
  nChanged 2028
		SP:Iteration 4F (19528.490000 sec): 3 clusters
  Score: Raw -4841350.533292 + Penalty 3443.003160 = -4837907.530132
  nChanged 2165
		SP:Iteration 5F (19528.800000 sec): 3 clusters
  Score: Raw -4842429.988064 + Penalty 3443.003160 = -4838986.984904
  nChanged 2220
		SP:Iteration 6F (19529.180000 sec): 3 clusters
  Score: Raw -4843623.205907 + Penalty 3443.003160 = -4840180.202747
  nChanged 2235
		SP:Iteration 7F (19529.540000 sec): 3 clusters
  Score: Raw -4844863.207638 + Penalty 3443.003160 = -4841420.204478
  nChanged 2123
		SP:Iteration 8F (19529.890000 sec): 3 clusters
  Score: Raw -4846078.268612 + Penalty 3443.003160 = -4842635.265452
  nChanged 2016
		SP:Iteration 9F (19530.210000 sec): 3 clusters
  Score: Raw -4847313.014051 + Penalty 3443.003160 = -4843870.010891
  nChanged 1671
		SP:Iteration 10Q (19530.570000 sec): 3 clusters
  Score: Raw -4848327.309189 + Penalty 3443.003160 = -4844884.306029
  nChanged 1328
		SP:Iteration 11Q (19530.900000 sec): 3 clusters
  Score: Raw -4849058.502436 + Penalty 3443.003160 = -4845615.499276
  nChanged 996
		SP:Iteration 12Q (19531.240000 sec): 3 clusters
  Score: Raw -4849495.514788 + Penalty 3443.003160 = -4846052.511628
  nChanged 719
		SP:Iteration 13Q (19531.590000 sec): 3 clusters
  Score: Raw -4849797.120409 + Penalty 3443.003160 = -4846354.117249
  nChanged 662
		SP:Iteration 14Q (19531.920000 sec): 3 clusters
  Score: Raw -4850064.426190 + Penalty 3443.003160 = -4846621.423030
  nChanged 648
		SP:Iteration 15Q (19532.300000 sec): 3 clusters
  Score: Raw -4850330.469582 + Penalty 3443.003160 = -4846887.466422
  nChanged 670
		SP:Iteration 16Q (19532.610000 sec): 3 clusters
  Score: Raw -4850608.155537 + Penalty 3443.003160 = -4847165.152378
  nChanged 647
		SP:Iteration 17Q (19532.940000 sec): 3 clusters
  Score: Raw -4850886.512822 + Penalty 3443.003160 = -4847443.509662
  nChanged 633
		SP:Iteration 18Q (19533.290000 sec): 3 clusters
  Score: Raw -4851147.131771 + Penalty 3443.003160 = -4847704.128612
  nChanged 594
		SP:Iteration 19Q (19533.650000 sec): 3 clusters
  Score: Raw -4851380.349153 + Penalty 3443.003160 = -4847937.345993
  nChanged 550
		SP:Iteration 20F (19533.980000 sec): 3 clusters
  Score: Raw -4851594.517938 + Penalty 3443.003160 = -4848151.514779
  nChanged 558
		SP:Iteration 21Q (19534.360000 sec): 3 clusters
  Score: Raw -4851800.037827 + Penalty 3443.003160 = -4848357.034668
  nChanged 494
		SP:Iteration 22Q (19534.680000 sec): 3 clusters
  Score: Raw -4851972.972053 + Penalty 3443.003160 = -4848529.968893
  nChanged 445
		SP:Iteration 23Q (19535.070000 sec): 3 clusters
  Score: Raw -4852118.571499 + Penalty 3443.003160 = -4848675.568339
  nChanged 428
		SP:Iteration 24Q (19535.420000 sec): 3 clusters
  Score: Raw -4852248.133308 + Penalty 3443.003160 = -4848805.130148
  nChanged 411
		SP:Iteration 25Q (19535.760000 sec): 3 clusters
  Score: Raw -4852377.454623 + Penalty 3443.003160 = -4848934.451463
  nChanged 409
		SP:Iteration 26Q (19536.150000 sec): 3 clusters
  Score: Raw -4852502.301174 + Penalty 3443.003160 = -4849059.298014
  nChanged 378
		SP:Iteration 27Q (19536.510000 sec): 3 clusters
  Score: Raw -4852616.296156 + Penalty 3443.003160 = -4849173.292997
  nChanged 346
		SP:Iteration 28Q (19536.820000 sec): 3 clusters
  Score: Raw -4852718.982323 + Penalty 3443.003160 = -4849275.979163
  nChanged 326
		SP:Iteration 29Q (19537.190000 sec): 3 clusters
  Score: Raw -4852815.343954 + Penalty 3443.003160 = -4849372.340794
  nChanged 322
		SP:Iteration 30Q (19537.600000 sec): 3 clusters
  Score: Raw -4852916.595887 + Penalty 3443.003160 = -4849473.592727
  nChanged 307
		SP:Iteration 31Q (19537.960000 sec): 3 clusters
  Score: Raw -4853010.730284 + Penalty 3443.003160 = -4849567.727124
  nChanged 279
		SP:Iteration 32Q (19538.320000 sec): 3 clusters
  Score: Raw -4853094.339253 + Penalty 3443.003160 = -4849651.336094
  nChanged 243
		SP:Iteration 33Q (19538.690000 sec): 3 clusters
  Score: Raw -4853162.074817 + Penalty 3443.003160 = -4849719.071657
  nChanged 209
		SP:Iteration 34Q (19539.040000 sec): 3 clusters
  Score: Raw -4853215.229030 + Penalty 3443.003160 = -4849772.225871
  nChanged 195
		SP:Iteration 35Q (19539.410000 sec): 3 clusters
  Score: Raw -4853262.701832 + Penalty 3443.003160 = -4849819.698672
  nChanged 176
		SP:Iteration 36Q (19539.770000 sec): 3 clusters
  Score: Raw -4853308.851406 + Penalty 3443.003160 = -4849865.848247
  nChanged 173
		SP:Iteration 37Q (19540.090000 sec): 3 clusters
  Score: Raw -4853355.692029 + Penalty 3443.003160 = -4849912.688869
  nChanged 181
		SP:Iteration 38Q (19540.430000 sec): 3 clusters
  Score: Raw -4853417.535931 + Penalty 3443.003160 = -4849974.532771
  nChanged 196
		SP:Iteration 39Q (19540.730000 sec): 3 clusters
  Score: Raw -4853485.777335 + Penalty 3443.003160 = -4850042.774175
  nChanged 181
		SP:Iteration 40F (19541.100000 sec): 3 clusters
  Score: Raw -4853545.565367 + Penalty 3443.003160 = -4850102.562207
  nChanged 157
		SP:Iteration 41Q (19541.450000 sec): 3 clusters
  Score: Raw -4853590.075010 + Penalty 3443.003160 = -4850147.071850
  nChanged 142
		SP:Iteration 42Q (19541.770000 sec): 3 clusters
  Score: Raw -4853638.180292 + Penalty 3443.003160 = -4850195.177132
  nChanged 136
		SP:Iteration 43Q (19542.120000 sec): 3 clusters
  Score: Raw -4853681.009860 + Penalty 3443.003160 = -4850238.006700
  nChanged 140
		SP:Iteration 44Q (19542.500000 sec): 3 clusters
  Score: Raw -4853724.715186 + Penalty 3443.003160 = -4850281.712026
  nChanged 127
		SP:Iteration 45Q (19542.920000 sec): 3 clusters
  Score: Raw -4853762.076383 + Penalty 3443.003160 = -4850319.073224
  nChanged 105
		SP:Iteration 46Q (19543.300000 sec): 3 clusters
  Score: Raw -4853792.338805 + Penalty 3443.003160 = -4850349.335645
  nChanged 92
		SP:Iteration 47Q (19543.580000 sec): 3 clusters
  Score: Raw -4853817.060562 + Penalty 3443.003160 = -4850374.057402
  nChanged 85
		SP:Iteration 48Q (19543.900000 sec): 3 clusters
  Score: Raw -4853838.433249 + Penalty 3443.003160 = -4850395.430089
  nChanged 77
		SP:Iteration 49Q (19544.240000 sec): 3 clusters
  Score: Raw -4853856.339073 + Penalty 3443.003160 = -4850413.335914
  nChanged 66
		SP:Iteration 50Q (19544.560000 sec): 3 clusters
  Score: Raw -4853871.158762 + Penalty 3443.003160 = -4850428.155602
  nChanged 66
		SP:Iteration 51Q (19544.880000 sec): 3 clusters
  Score: Raw -4853886.692967 + Penalty 3443.003160 = -4850443.689807
  nChanged 62
		SP:Iteration 52Q (19545.180000 sec): 3 clusters
  Score: Raw -4853901.261202 + Penalty 3443.003160 = -4850458.258043
  nChanged 53
		SP:Iteration 53Q (19545.540000 sec): 3 clusters
  Score: Raw -4853911.928637 + Penalty 3443.003160 = -4850468.925477
  nChanged 39
		SP:Iteration 54Q (19545.850000 sec): 3 clusters
  Score: Raw -4853920.324439 + Penalty 3443.003160 = -4850477.321279
  nChanged 36
		SP:Iteration 55Q (19546.190000 sec): 3 clusters
  Score: Raw -4853926.546925 + Penalty 3443.003160 = -4850483.543766
  nChanged 34
		SP:Iteration 56Q (19546.540000 sec): 3 clusters
  Score: Raw -4853932.614461 + Penalty 3443.003160 = -4850489.611301
  nChanged 27
		SP:Iteration 57Q (19546.820000 sec): 3 clusters
  Score: Raw -4853936.094287 + Penalty 3443.003160 = -4850493.091128
  nChanged 19
		SP:Iteration 58Q (19547.170000 sec): 3 clusters
  Score: Raw -4853939.398608 + Penalty 3443.003160 = -4850496.395449
  nChanged 20
		SP:Iteration 59Q (19547.530000 sec): 3 clusters
  Score: Raw -4853942.656253 + Penalty 3443.003160 = -4850499.653093
  nChanged 25
		SP:Iteration 60F (19547.880000 sec): 3 clusters
  Score: Raw -4853946.795793 + Penalty 3443.003160 = -4850503.792633
  nChanged 29
		SP:Iteration 61Q (19548.220000 sec): 3 clusters
  Score: Raw -4853951.180199 + Penalty 3443.003160 = -4850508.177040
  nChanged 21
		SP:Iteration 62Q (19548.520000 sec): 3 clusters
  Score: Raw -4853954.722228 + Penalty 3443.003160 = -4850511.719068
  nChanged 26
		SP:Iteration 63Q (19548.910000 sec): 3 clusters
  Score: Raw -4853958.881114 + Penalty 3443.003160 = -4850515.877955
  nChanged 19
		SP:Iteration 64Q (19549.310000 sec): 3 clusters
  Score: Raw -4853961.377232 + Penalty 3443.003160 = -4850518.374072
  nChanged 16
		SP:Iteration 65Q (19549.680000 sec): 3 clusters
  Score: Raw -4853962.958624 + Penalty 3443.003160 = -4850519.955464
  nChanged 13
		SP:Iteration 66Q (19550.000000 sec): 3 clusters
  Score: Raw -4853965.081342 + Penalty 3443.003160 = -4850522.078182
  nChanged 12
		SP:Iteration 67Q (19550.380000 sec): 3 clusters
  Score: Raw -4853966.998948 + Penalty 3443.003160 = -4850523.995789
  nChanged 14
		SP:Iteration 68Q (19550.670000 sec): 3 clusters
  Score: Raw -4853969.245013 + Penalty 3443.003160 = -4850526.241853
  nChanged 12
		SP:Iteration 69Q (19551.030000 sec): 3 clusters
  Score: Raw -4853970.703894 + Penalty 3443.003160 = -4850527.700734
  nChanged 9
		SP:Iteration 70Q (19551.350000 sec): 3 clusters
  Score: Raw -4853972.008964 + Penalty 3443.003160 = -4850529.005804
  nChanged 7
		SP:Iteration 71Q (19551.670000 sec): 3 clusters
  Score: Raw -4853972.888057 + Penalty 3443.003160 = -4850529.884897
  nChanged 5
		SP:Iteration 72Q (19551.960000 sec): 3 clusters
  Score: Raw -4853973.599507 + Penalty 3443.003160 = -4850530.596348
  nChanged 4
		SP:Iteration 73Q (19552.330000 sec): 3 clusters
  Score: Raw -4853974.144265 + Penalty 3443.003160 = -4850531.141106
  nChanged 2
		SP:Iteration 74Q (19552.620000 sec): 3 clusters
  Score: Raw -4853974.407139 + Penalty 3443.003160 = -4850531.403979
  nChanged 2
		SP:Iteration 75Q (19553.000000 sec): 3 clusters
  Score: Raw -4853974.577579 + Penalty 3443.003160 = -4850531.574419
  nChanged 3
		SP:Iteration 76Q (19553.370000 sec): 3 clusters
  Score: Raw -4853974.996004 + Penalty 3443.003160 = -4850531.992845
  nChanged 6
		SP:Iteration 77Q (19553.700000 sec): 3 clusters
  Score: Raw -4853975.930423 + Penalty 3443.003160 = -4850532.927264
  nChanged 4
		SP:Iteration 78Q (19554.030000 sec): 3 clusters
  Score: Raw -4853976.519433 + Penalty 3443.003160 = -4850533.516274
  nChanged 4
		SP:Iteration 79Q (19554.390000 sec): 3 clusters
  Score: Raw -4853976.957329 + Penalty 3443.003160 = -4850533.954169
  nChanged 1
		SP:Iteration 80F (19554.750000 sec): 3 clusters
  Score: Raw -4853977.087563 + Penalty 3443.003160 = -4850534.084404
  nChanged 1
		SP:Iteration 81Q (19555.080000 sec): 3 clusters
  Score: Raw -4853977.247300 + Penalty 3443.003160 = -4850534.244140
  nChanged 2
		SP:Iteration 82Q (19555.470000 sec): 3 clusters
  Score: Raw -4853977.639490 + Penalty 3443.003160 = -4850534.636331
  nChanged 1
		SP:Iteration 83Q (19555.770000 sec): 3 clusters
  Score: Raw -4853977.690434 + Penalty 3443.003160 = -4850534.687274
  nChanged 0
		SP:Iteration 84F (19556.130000 sec): 3 clusters
  Score: Raw -4853977.690434 + Penalty 3443.003160 = -4850534.687274
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19556.250000 sec): 2 clusters
  Score: Raw -10945.340000 + Penalty 771.051471 = -10174.288529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19556.480000 sec): 3 clusters
  Score: Raw -11185.457742 + Penalty 1542.102942 = -9643.354800
  nChanged 12
		SP:Iteration 1F (19556.640000 sec): 3 clusters
  Score: Raw -11243.698439 + Penalty 1542.102942 = -9701.595497
  nChanged 1
		SP:Iteration 2Q (19556.900000 sec): 3 clusters
  Score: Raw -11249.938541 + Penalty 1542.102942 = -9707.835599
  nChanged 0
		SP:Iteration 3F (19557.060000 sec): 3 clusters
  Score: Raw -11249.938541 + Penalty 1542.102942 = -9707.835599
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19557.270000 sec): 2 clusters
  Score: Raw -1658194.058454 + Penalty 1563.378866 = -1656630.679588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19557.550000 sec): 3 clusters
  Score: Raw -1649385.447491 + Penalty 3126.757732 = -1646258.689759
  nChanged 6645
		SP:Iteration 1F (19557.760000 sec): 3 clusters
  Score: Raw -1652999.163014 + Penalty 3126.757732 = -1649872.405282
  nChanged 919
		SP:Iteration 2F (19558.040000 sec): 3 clusters
  Score: Raw -1653439.778161 + Penalty 3126.757732 = -1650313.020429
  nChanged 867
		SP:Iteration 3F (19558.270000 sec): 3 clusters
  Score: Raw -1653886.880726 + Penalty 3126.757732 = -1650760.122994
  nChanged 880
		SP:Iteration 4F (19558.550000 sec): 3 clusters
  Score: Raw -1654321.326233 + Penalty 3126.757732 = -1651194.568501
  nChanged 835
		SP:Iteration 5F (19558.820000 sec): 3 clusters
  Score: Raw -1654753.449802 + Penalty 3126.757732 = -1651626.692070
  nChanged 782
		SP:Iteration 6F (19559.050000 sec): 3 clusters
  Score: Raw -1655160.364653 + Penalty 3126.757732 = -1652033.606921
  nChanged 725
		SP:Iteration 7Q (19559.300000 sec): 3 clusters
  Score: Raw -1655518.999915 + Penalty 3126.757732 = -1652392.242183
  nChanged 620
		SP:Iteration 8Q (19559.560000 sec): 3 clusters
  Score: Raw -1655816.074803 + Penalty 3126.757732 = -1652689.317071
  nChanged 594
		SP:Iteration 9Q (19559.810000 sec): 3 clusters
  Score: Raw -1656108.797081 + Penalty 3126.757732 = -1652982.039349
  nChanged 529
		SP:Iteration 10Q (19560.100000 sec): 3 clusters
  Score: Raw -1656364.575828 + Penalty 3126.757732 = -1653237.818096
  nChanged 454
		SP:Iteration 11Q (19560.340000 sec): 3 clusters
  Score: Raw -1656571.876477 + Penalty 3126.757732 = -1653445.118745
  nChanged 403
		SP:Iteration 12Q (19560.620000 sec): 3 clusters
  Score: Raw -1656749.153430 + Penalty 3126.757732 = -1653622.395698
  nChanged 341
		SP:Iteration 13Q (19560.850000 sec): 3 clusters
  Score: Raw -1656873.808950 + Penalty 3126.757732 = -1653747.051218
  nChanged 281
		SP:Iteration 14Q (19561.110000 sec): 3 clusters
  Score: Raw -1656971.099551 + Penalty 3126.757732 = -1653844.341819
  nChanged 274
		SP:Iteration 15Q (19561.390000 sec): 3 clusters
  Score: Raw -1657063.544791 + Penalty 3126.757732 = -1653936.787059
  nChanged 208
		SP:Iteration 16Q (19561.620000 sec): 3 clusters
  Score: Raw -1657132.358253 + Penalty 3126.757732 = -1654005.600521
  nChanged 192
		SP:Iteration 17Q (19561.900000 sec): 3 clusters
  Score: Raw -1657195.020225 + Penalty 3126.757732 = -1654068.262493
  nChanged 199
		SP:Iteration 18Q (19562.160000 sec): 3 clusters
  Score: Raw -1657261.687117 + Penalty 3126.757732 = -1654134.929385
  nChanged 186
		SP:Iteration 19Q (19562.430000 sec): 3 clusters
  Score: Raw -1657323.656491 + Penalty 3126.757732 = -1654196.898759
  nChanged 178
		SP:Iteration 20F (19562.720000 sec): 3 clusters
  Score: Raw -1657387.284208 + Penalty 3126.757732 = -1654260.526476
  nChanged 181
		SP:Iteration 21Q (19562.940000 sec): 3 clusters
  Score: Raw -1657450.491994 + Penalty 3126.757732 = -1654323.734262
  nChanged 175
		SP:Iteration 22Q (19563.210000 sec): 3 clusters
  Score: Raw -1657514.250534 + Penalty 3126.757732 = -1654387.492802
  nChanged 171
		SP:Iteration 23Q (19563.440000 sec): 3 clusters
  Score: Raw -1657575.479200 + Penalty 3126.757732 = -1654448.721468
  nChanged 173
		SP:Iteration 24Q (19563.750000 sec): 3 clusters
  Score: Raw -1657631.852711 + Penalty 3126.757732 = -1654505.094979
  nChanged 167
		SP:Iteration 25Q (19563.970000 sec): 3 clusters
  Score: Raw -1657685.823590 + Penalty 3126.757732 = -1654559.065858
  nChanged 162
		SP:Iteration 26Q (19564.200000 sec): 3 clusters
  Score: Raw -1657736.686513 + Penalty 3126.757732 = -1654609.928781
  nChanged 155
		SP:Iteration 27Q (19564.510000 sec): 3 clusters
  Score: Raw -1657790.504725 + Penalty 3126.757732 = -1654663.746993
  nChanged 150
		SP:Iteration 28Q (19564.750000 sec): 3 clusters
  Score: Raw -1657840.801270 + Penalty 3126.757732 = -1654714.043537
  nChanged 157
		SP:Iteration 29Q (19565.010000 sec): 3 clusters
  Score: Raw -1657903.615392 + Penalty 3126.757732 = -1654776.857660
  nChanged 174
		SP:Iteration 30Q (19565.280000 sec): 3 clusters
  Score: Raw -1657982.475562 + Penalty 3126.757732 = -1654855.717830
  nChanged 174
		SP:Iteration 31Q (19565.490000 sec): 3 clusters
  Score: Raw -1658060.545785 + Penalty 3126.757732 = -1654933.788052
  nChanged 179
		SP:Iteration 32Q (19565.770000 sec): 3 clusters
  Score: Raw -1658151.012655 + Penalty 3126.757732 = -1655024.254923
  nChanged 161
		SP:Iteration 33Q (19565.990000 sec): 3 clusters
  Score: Raw -1658222.252416 + Penalty 3126.757732 = -1655095.494684
  nChanged 148
		SP:Iteration 34Q (19566.250000 sec): 3 clusters
  Score: Raw -1658292.957495 + Penalty 3126.757732 = -1655166.199763
  nChanged 121
		SP:Iteration 35Q (19566.520000 sec): 3 clusters
  Score: Raw -1658346.759772 + Penalty 3126.757732 = -1655220.002039
  nChanged 120
		SP:Iteration 36Q (19566.740000 sec): 3 clusters
  Score: Raw -1658391.929222 + Penalty 3126.757732 = -1655265.171490
  nChanged 96
		SP:Iteration 37Q (19567.040000 sec): 3 clusters
  Score: Raw -1658428.483642 + Penalty 3126.757732 = -1655301.725910
  nChanged 86
		SP:Iteration 38Q (19567.310000 sec): 3 clusters
  Score: Raw -1658464.405869 + Penalty 3126.757732 = -1655337.648137
  nChanged 74
		SP:Iteration 39Q (19567.540000 sec): 3 clusters
  Score: Raw -1658490.754892 + Penalty 3126.757732 = -1655363.997160
  nChanged 64
		SP:Iteration 40F (19567.800000 sec): 3 clusters
  Score: Raw -1658513.338526 + Penalty 3126.757732 = -1655386.580794
  nChanged 62
		SP:Iteration 41Q (19568.100000 sec): 3 clusters
  Score: Raw -1658537.203718 + Penalty 3126.757732 = -1655410.445986
  nChanged 61
		SP:Iteration 42Q (19568.310000 sec): 3 clusters
  Score: Raw -1658567.759955 + Penalty 3126.757732 = -1655441.002223
  nChanged 57
		SP:Iteration 43Q (19568.580000 sec): 3 clusters
  Score: Raw -1658595.007501 + Penalty 3126.757732 = -1655468.249769
  nChanged 52
		SP:Iteration 44Q (19568.810000 sec): 3 clusters
  Score: Raw -1658613.737356 + Penalty 3126.757732 = -1655486.979624
  nChanged 46
		SP:Iteration 45Q (19569.060000 sec): 3 clusters
  Score: Raw -1658629.178861 + Penalty 3126.757732 = -1655502.421129
  nChanged 35
		SP:Iteration 46Q (19569.280000 sec): 3 clusters
  Score: Raw -1658641.328193 + Penalty 3126.757732 = -1655514.570461
  nChanged 25
		SP:Iteration 47Q (19569.510000 sec): 3 clusters
  Score: Raw -1658649.238901 + Penalty 3126.757732 = -1655522.481169
  nChanged 23
		SP:Iteration 48Q (19569.810000 sec): 3 clusters
  Score: Raw -1658657.973085 + Penalty 3126.757732 = -1655531.215353
  nChanged 29
		SP:Iteration 49Q (19570.010000 sec): 3 clusters
  Score: Raw -1658671.544094 + Penalty 3126.757732 = -1655544.786362
  nChanged 27
		SP:Iteration 50Q (19570.270000 sec): 3 clusters
  Score: Raw -1658685.442706 + Penalty 3126.757732 = -1655558.684974
  nChanged 29
		SP:Iteration 51Q (19570.470000 sec): 3 clusters
  Score: Raw -1658698.509491 + Penalty 3126.757732 = -1655571.751759
  nChanged 28
		SP:Iteration 52Q (19570.740000 sec): 3 clusters
  Score: Raw -1658707.680182 + Penalty 3126.757732 = -1655580.922450
  nChanged 19
		SP:Iteration 53Q (19571.040000 sec): 3 clusters
  Score: Raw -1658714.032323 + Penalty 3126.757732 = -1655587.274591
  nChanged 15
		SP:Iteration 54Q (19571.310000 sec): 3 clusters
  Score: Raw -1658719.000152 + Penalty 3126.757732 = -1655592.242420
  nChanged 15
		SP:Iteration 55Q (19571.580000 sec): 3 clusters
  Score: Raw -1658723.227625 + Penalty 3126.757732 = -1655596.469893
  nChanged 6
		SP:Iteration 56Q (19571.860000 sec): 3 clusters
  Score: Raw -1658724.706250 + Penalty 3126.757732 = -1655597.948518
  nChanged 2
		SP:Iteration 57Q (19572.090000 sec): 3 clusters
  Score: Raw -1658725.838079 + Penalty 3126.757732 = -1655599.080347
  nChanged 4
		SP:Iteration 58Q (19572.390000 sec): 3 clusters
  Score: Raw -1658726.883796 + Penalty 3126.757732 = -1655600.126064
  nChanged 5
		SP:Iteration 59Q (19572.630000 sec): 3 clusters
  Score: Raw -1658728.691793 + Penalty 3126.757732 = -1655601.934061
  nChanged 4
		SP:Iteration 60F (19572.890000 sec): 3 clusters
  Score: Raw -1658729.778772 + Penalty 3126.757732 = -1655603.021040
  nChanged 4
		SP:Iteration 61Q (19573.130000 sec): 3 clusters
  Score: Raw -1658730.762466 + Penalty 3126.757732 = -1655604.004734
  nChanged 1
		SP:Iteration 62Q (19573.330000 sec): 3 clusters
  Score: Raw -1658730.812836 + Penalty 3126.757732 = -1655604.055104
  nChanged 0
		SP:Iteration 63F (19573.590000 sec): 3 clusters
  Score: Raw -1658730.812836 + Penalty 3126.757732 = -1655604.055104
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19573.670000 sec): 2 clusters
  Score: Raw -68808.367307 + Penalty 1033.992067 = -67774.375240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19573.880000 sec): 3 clusters
  Score: Raw -68695.999941 + Penalty 2067.984134 = -66628.015807
  nChanged 137
		SP:Iteration 1F (19574.030000 sec): 3 clusters
  Score: Raw -68894.575420 + Penalty 2067.984134 = -66826.591286
  nChanged 37
		SP:Iteration 2F (19574.230000 sec): 3 clusters
  Score: Raw -69065.455040 + Penalty 2067.984134 = -66997.470906
  nChanged 47
		SP:Iteration 3F (19574.380000 sec): 3 clusters
  Score: Raw -69283.424029 + Penalty 2067.984134 = -67215.439895
  nChanged 38
		SP:Iteration 4F (19574.570000 sec): 3 clusters
  Score: Raw -69368.056528 + Penalty 2067.984134 = -67300.072395
  nChanged 26
		SP:Iteration 5Q (19574.790000 sec): 3 clusters
  Score: Raw -69415.562478 + Penalty 2067.984134 = -67347.578345
  nChanged 19
		SP:Iteration 6Q (19574.970000 sec): 3 clusters
  Score: Raw -69458.097948 + Penalty 2067.984134 = -67390.113814
  nChanged 15
		SP:Iteration 7Q (19575.160000 sec): 3 clusters
  Score: Raw -69485.817660 + Penalty 2067.984134 = -67417.833526
  nChanged 8
		SP:Iteration 8Q (19575.330000 sec): 3 clusters
  Score: Raw -69503.208748 + Penalty 2067.984134 = -67435.224614
  nChanged 7
		SP:Iteration 9Q (19575.540000 sec): 3 clusters
  Score: Raw -69519.322665 + Penalty 2067.984134 = -67451.338531
  nChanged 2
		SP:Iteration 10Q (19575.720000 sec): 3 clusters
  Score: Raw -69525.554429 + Penalty 2067.984134 = -67457.570295
  nChanged 1
		SP:Iteration 11Q (19575.890000 sec): 3 clusters
  Score: Raw -69527.133721 + Penalty 2067.984134 = -67459.149587
  nChanged 1
		SP:Iteration 12Q (19576.050000 sec): 3 clusters
  Score: Raw -69529.754327 + Penalty 2067.984134 = -67461.770194
  nChanged 2
		SP:Iteration 13Q (19576.250000 sec): 3 clusters
  Score: Raw -69533.056870 + Penalty 2067.984134 = -67465.072736
  nChanged 0
		SP:Iteration 14F (19576.460000 sec): 3 clusters
  Score: Raw -69533.056870 + Penalty 2067.984134 = -67465.072736
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 59 (732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19576.570000 sec): 2 clusters
  Score: Raw -80437.206198 + Penalty 1071.814334 = -79365.391865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19576.740000 sec): 3 clusters
  Score: Raw -80253.417854 + Penalty 2143.628667 = -78109.789187
  nChanged 192
		SP:Iteration 1F (19576.950000 sec): 3 clusters
  Score: Raw -80494.720262 + Penalty 2143.628667 = -78351.091595
  nChanged 49
		SP:Iteration 2F (19577.130000 sec): 3 clusters
  Score: Raw -80576.828497 + Penalty 2143.628667 = -78433.199830
  nChanged 31
		SP:Iteration 3Q (19577.310000 sec): 3 clusters
  Score: Raw -80625.795435 + Penalty 2143.628667 = -78482.166768
  nChanged 18
		SP:Iteration 4Q (19577.510000 sec): 3 clusters
  Score: Raw -80654.341811 + Penalty 2143.628667 = -78510.713144
  nChanged 21
		SP:Iteration 5Q (19577.710000 sec): 3 clusters
  Score: Raw -80678.870485 + Penalty 2143.628667 = -78535.241818
  nChanged 12
		SP:Iteration 6Q (19577.900000 sec): 3 clusters
  Score: Raw -80699.493142 + Penalty 2143.628667 = -78555.864475
  nChanged 12
		SP:Iteration 7Q (19578.110000 sec): 3 clusters
  Score: Raw -80722.486233 + Penalty 2143.628667 = -78578.857566
  nChanged 10
		SP:Iteration 8Q (19578.280000 sec): 3 clusters
  Score: Raw -80739.197458 + Penalty 2143.628667 = -78595.568791
  nChanged 7
		SP:Iteration 9Q (19578.400000 sec): 3 clusters
  Score: Raw -80750.224020 + Penalty 2143.628667 = -78606.595353
  nChanged 5
		SP:Iteration 10Q (19578.580000 sec): 3 clusters
  Score: Raw -80761.448908 + Penalty 2143.628667 = -78617.820241
  nChanged 7
		SP:Iteration 11Q (19578.730000 sec): 3 clusters
  Score: Raw -80771.509840 + Penalty 2143.628667 = -78627.881173
  nChanged 9
		SP:Iteration 12Q (19578.940000 sec): 3 clusters
  Score: Raw -80791.635320 + Penalty 2143.628667 = -78648.006653
  nChanged 15
		SP:Iteration 13Q (19579.140000 sec): 3 clusters
  Score: Raw -80852.327037 + Penalty 2143.628667 = -78708.698370
  nChanged 23
		SP:Iteration 14Q (19579.270000 sec): 3 clusters
  Score: Raw -80940.743122 + Penalty 2143.628667 = -78797.114455
  nChanged 25
		SP:Iteration 15Q (19579.500000 sec): 3 clusters
  Score: Raw -81007.491091 + Penalty 2143.628667 = -78863.862424
  nChanged 19
		SP:Iteration 16Q (19579.650000 sec): 3 clusters
  Score: Raw -81098.861566 + Penalty 2143.628667 = -78955.232899
  nChanged 23
		SP:Iteration 17Q (19579.870000 sec): 3 clusters
  Score: Raw -81187.426078 + Penalty 2143.628667 = -79043.797411
  nChanged 26
		SP:Iteration 18Q (19579.990000 sec): 3 clusters
  Score: Raw -81262.847140 + Penalty 2143.628667 = -79119.218473
  nChanged 25
		SP:Iteration 19Q (19580.130000 sec): 3 clusters
  Score: Raw -81325.434848 + Penalty 2143.628667 = -79181.806181
  nChanged 19
		SP:Iteration 20F (19580.320000 sec): 3 clusters
  Score: Raw -81367.151106 + Penalty 2143.628667 = -79223.522439
  nChanged 12
		SP:Iteration 21Q (19580.450000 sec): 3 clusters
  Score: Raw -81397.269461 + Penalty 2143.628667 = -79253.640794
  nChanged 9
		SP:Iteration 22Q (19580.580000 sec): 3 clusters
  Score: Raw -81427.211031 + Penalty 2143.628667 = -79283.582364
  nChanged 10
		SP:Iteration 23Q (19580.710000 sec): 3 clusters
  Score: Raw -81465.380407 + Penalty 2143.628667 = -79321.751740
  nChanged 9
		SP:Iteration 24Q (19580.830000 sec): 3 clusters
  Score: Raw -81511.227323 + Penalty 2143.628667 = -79367.598655
  nChanged 7
		SP:Iteration 25Q (19580.960000 sec): 3 clusters
  Score: Raw -81553.759211 + Penalty 2143.628667 = -79410.130544
  nChanged 4
		SP:Iteration 26Q (19581.100000 sec): 3 clusters
  Score: Raw -81572.857789 + Penalty 2143.628667 = -79429.229122
  nChanged 1
		SP:Iteration 27Q (19581.290000 sec): 3 clusters
  Score: Raw -81575.665246 + Penalty 2143.628667 = -79432.036579
  nChanged 0
		SP:Iteration 28F (19581.470000 sec): 3 clusters
  Score: Raw -81575.665246 + Penalty 2143.628667 = -79432.036579
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (3579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19581.570000 sec): 2 clusters
  Score: Raw -397124.250138 + Penalty 1329.711290 = -395794.538847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19581.740000 sec): 3 clusters
  Score: Raw -395432.904150 + Penalty 2659.422581 = -392773.481569
  nChanged 1378
		SP:Iteration 1F (19581.920000 sec): 3 clusters
  Score: Raw -396247.414821 + Penalty 2659.422581 = -393587.992240
  nChanged 267
		SP:Iteration 2F (19582.090000 sec): 3 clusters
  Score: Raw -396419.049499 + Penalty 2659.422581 = -393759.626918
  nChanged 193
		SP:Iteration 3F (19582.230000 sec): 3 clusters
  Score: Raw -396546.170777 + Penalty 2659.422581 = -393886.748196
  nChanged 166
		SP:Iteration 4Q (19582.360000 sec): 3 clusters
  Score: Raw -396671.465357 + Penalty 2659.422581 = -394012.042776
  nChanged 162
		SP:Iteration 5Q (19582.500000 sec): 3 clusters
  Score: Raw -396799.156856 + Penalty 2659.422581 = -394139.734275
  nChanged 168
		SP:Iteration 6Q (19582.710000 sec): 3 clusters
  Score: Raw -396920.020319 + Penalty 2659.422581 = -394260.597738
  nChanged 136
		SP:Iteration 7Q (19582.900000 sec): 3 clusters
  Score: Raw -397006.512278 + Penalty 2659.422581 = -394347.089697
  nChanged 129
		SP:Iteration 8Q (19583.070000 sec): 3 clusters
  Score: Raw -397093.798721 + Penalty 2659.422581 = -394434.376140
  nChanged 119
		SP:Iteration 9Q (19583.190000 sec): 3 clusters
  Score: Raw -397161.880400 + Penalty 2659.422581 = -394502.457819
  nChanged 98
		SP:Iteration 10Q (19583.320000 sec): 3 clusters
  Score: Raw -397219.726276 + Penalty 2659.422581 = -394560.303695
  nChanged 80
		SP:Iteration 11Q (19583.440000 sec): 3 clusters
  Score: Raw -397260.533744 + Penalty 2659.422581 = -394601.111163
  nChanged 76
		SP:Iteration 12Q (19583.660000 sec): 3 clusters
  Score: Raw -397305.787389 + Penalty 2659.422581 = -394646.364808
  nChanged 52
		SP:Iteration 13Q (19583.850000 sec): 3 clusters
  Score: Raw -397327.607018 + Penalty 2659.422581 = -394668.184437
  nChanged 50
		SP:Iteration 14Q (19584.040000 sec): 3 clusters
  Score: Raw -397356.781979 + Penalty 2659.422581 = -394697.359398
  nChanged 50
		SP:Iteration 15Q (19584.200000 sec): 3 clusters
  Score: Raw -397385.061802 + Penalty 2659.422581 = -394725.639221
  nChanged 47
		SP:Iteration 16Q (19584.380000 sec): 3 clusters
  Score: Raw -397414.644589 + Penalty 2659.422581 = -394755.222008
  nChanged 43
		SP:Iteration 17Q (19584.550000 sec): 3 clusters
  Score: Raw -397436.627166 + Penalty 2659.422581 = -394777.204585
  nChanged 36
		SP:Iteration 18Q (19584.710000 sec): 3 clusters
  Score: Raw -397455.537986 + Penalty 2659.422581 = -394796.115405
  nChanged 38
		SP:Iteration 19Q (19584.880000 sec): 3 clusters
  Score: Raw -397473.216857 + Penalty 2659.422581 = -394813.794276
  nChanged 24
		SP:Iteration 20F (19585.030000 sec): 3 clusters
  Score: Raw -397482.809389 + Penalty 2659.422581 = -394823.386808
  nChanged 16
		SP:Iteration 21Q (19585.200000 sec): 3 clusters
  Score: Raw -397489.287492 + Penalty 2659.422581 = -394829.864911
  nChanged 17
		SP:Iteration 22Q (19585.370000 sec): 3 clusters
  Score: Raw -397496.198220 + Penalty 2659.422581 = -394836.775639
  nChanged 15
		SP:Iteration 23Q (19585.620000 sec): 3 clusters
  Score: Raw -397503.296812 + Penalty 2659.422581 = -394843.874231
  nChanged 10
		SP:Iteration 24Q (19585.800000 sec): 3 clusters
  Score: Raw -397514.196883 + Penalty 2659.422581 = -394854.774302
  nChanged 14
		SP:Iteration 25Q (19585.990000 sec): 3 clusters
  Score: Raw -397523.549075 + Penalty 2659.422581 = -394864.126494
  nChanged 14
		SP:Iteration 26Q (19586.190000 sec): 3 clusters
  Score: Raw -397533.874256 + Penalty 2659.422581 = -394874.451675
  nChanged 18
		SP:Iteration 27Q (19586.310000 sec): 3 clusters
  Score: Raw -397542.821205 + Penalty 2659.422581 = -394883.398624
  nChanged 14
		SP:Iteration 28Q (19586.500000 sec): 3 clusters
  Score: Raw -397550.489296 + Penalty 2659.422581 = -394891.066715
  nChanged 15
		SP:Iteration 29Q (19586.680000 sec): 3 clusters
  Score: Raw -397559.240144 + Penalty 2659.422581 = -394899.817563
  nChanged 9
		SP:Iteration 30Q (19586.850000 sec): 3 clusters
  Score: Raw -397563.835595 + Penalty 2659.422581 = -394904.413014
  nChanged 8
		SP:Iteration 31Q (19587.060000 sec): 3 clusters
  Score: Raw -397567.959318 + Penalty 2659.422581 = -394908.536737
  nChanged 9
		SP:Iteration 32Q (19587.210000 sec): 3 clusters
  Score: Raw -397575.745590 + Penalty 2659.422581 = -394916.323009
  nChanged 9
		SP:Iteration 33Q (19587.340000 sec): 3 clusters
  Score: Raw -397585.480974 + Penalty 2659.422581 = -394926.058393
  nChanged 12
		SP:Iteration 34Q (19587.540000 sec): 3 clusters
  Score: Raw -397593.566699 + Penalty 2659.422581 = -394934.144118
  nChanged 16
		SP:Iteration 35Q (19587.710000 sec): 3 clusters
  Score: Raw -397601.736497 + Penalty 2659.422581 = -394942.313916
  nChanged 12
		SP:Iteration 36Q (19587.860000 sec): 3 clusters
  Score: Raw -397609.948430 + Penalty 2659.422581 = -394950.525849
  nChanged 10
		SP:Iteration 37Q (19588.020000 sec): 3 clusters
  Score: Raw -397615.915957 + Penalty 2659.422581 = -394956.493376
  nChanged 10
		SP:Iteration 38Q (19588.170000 sec): 3 clusters
  Score: Raw -397620.419946 + Penalty 2659.422581 = -394960.997365
  nChanged 10
		SP:Iteration 39Q (19588.330000 sec): 3 clusters
  Score: Raw -397633.900921 + Penalty 2659.422581 = -394974.478340
  nChanged 8
		SP:Iteration 40F (19588.520000 sec): 3 clusters
  Score: Raw -397654.312085 + Penalty 2659.422581 = -394994.889504
  nChanged 15
		SP:Iteration 41Q (19588.700000 sec): 3 clusters
  Score: Raw -397679.181319 + Penalty 2659.422581 = -395019.758738
  nChanged 25
		SP:Iteration 42Q (19588.840000 sec): 3 clusters
  Score: Raw -397699.521273 + Penalty 2659.422581 = -395040.098692
  nChanged 31
		SP:Iteration 43Q (19589.020000 sec): 3 clusters
  Score: Raw -397726.043464 + Penalty 2659.422581 = -395066.620883
  nChanged 34
		SP:Iteration 44Q (19589.210000 sec): 3 clusters
  Score: Raw -397753.098113 + Penalty 2659.422581 = -395093.675532
  nChanged 38
		SP:Iteration 45Q (19589.400000 sec): 3 clusters
  Score: Raw -397782.756174 + Penalty 2659.422581 = -395123.333593
  nChanged 32
		SP:Iteration 46Q (19589.530000 sec): 3 clusters
  Score: Raw -397801.374581 + Penalty 2659.422581 = -395141.952000
  nChanged 18
		SP:Iteration 47Q (19589.720000 sec): 3 clusters
  Score: Raw -397809.817888 + Penalty 2659.422581 = -395150.395307
  nChanged 15
		SP:Iteration 48Q (19589.920000 sec): 3 clusters
  Score: Raw -397820.523113 + Penalty 2659.422581 = -395161.100532
  nChanged 15
		SP:Iteration 49Q (19590.060000 sec): 3 clusters
  Score: Raw -397827.388966 + Penalty 2659.422581 = -395167.966385
  nChanged 14
		SP:Iteration 50Q (19590.300000 sec): 3 clusters
  Score: Raw -397837.221465 + Penalty 2659.422581 = -395177.798884
  nChanged 14
		SP:Iteration 51Q (19590.410000 sec): 3 clusters
  Score: Raw -397845.273021 + Penalty 2659.422581 = -395185.850440
  nChanged 11
		SP:Iteration 52Q (19590.580000 sec): 3 clusters
  Score: Raw -397850.619636 + Penalty 2659.422581 = -395191.197055
  nChanged 5
		SP:Iteration 53Q (19590.770000 sec): 3 clusters
  Score: Raw -397851.913617 + Penalty 2659.422581 = -395192.491036
  nChanged 4
		SP:Iteration 54Q (19590.930000 sec): 3 clusters
  Score: Raw -397853.514137 + Penalty 2659.422581 = -395194.091556
  nChanged 5
		SP:Iteration 55Q (19591.110000 sec): 3 clusters
  Score: Raw -397856.927310 + Penalty 2659.422581 = -395197.504729
  nChanged 8
		SP:Iteration 56Q (19591.310000 sec): 3 clusters
  Score: Raw -397860.075680 + Penalty 2659.422581 = -395200.653099
  nChanged 5
		SP:Iteration 57Q (19591.500000 sec): 3 clusters
  Score: Raw -397863.028029 + Penalty 2659.422581 = -395203.605448
  nChanged 3
		SP:Iteration 58Q (19591.700000 sec): 3 clusters
  Score: Raw -397865.079520 + Penalty 2659.422581 = -395205.656939
  nChanged 5
		SP:Iteration 59Q (19591.880000 sec): 3 clusters
  Score: Raw -397869.169615 + Penalty 2659.422581 = -395209.747034
  nChanged 6
		SP:Iteration 60F (19592.100000 sec): 3 clusters
  Score: Raw -397871.236072 + Penalty 2659.422581 = -395211.813491
  nChanged 2
		SP:Iteration 61Q (19592.310000 sec): 3 clusters
  Score: Raw -397872.089549 + Penalty 2659.422581 = -395212.666968
  nChanged 1
		SP:Iteration 62Q (19592.460000 sec): 3 clusters
  Score: Raw -397872.335229 + Penalty 2659.422581 = -395212.912648
  nChanged 0
		SP:Iteration 63F (19592.670000 sec): 3 clusters
  Score: Raw -397872.335229 + Penalty 2659.422581 = -395212.912648
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (109326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19593.220000 sec): 2 clusters
  Score: Raw -12390432.861678 + Penalty 1885.339548 = -12388547.522131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19593.840000 sec): 3 clusters
  Score: Raw -12319042.780242 + Penalty 3770.679095 = -12315272.101147
  nChanged 52382
		SP:Iteration 1F (19594.420000 sec): 3 clusters
  Score: Raw -12350331.659716 + Penalty 3770.679095 = -12346560.980621
  nChanged 4495
		SP:Iteration 2Q (19595.040000 sec): 3 clusters
  Score: Raw -12351913.363222 + Penalty 3770.679095 = -12348142.684127
  nChanged 4974
		SP:Iteration 3Q (19595.670000 sec): 3 clusters
  Score: Raw -12353989.994467 + Penalty 3770.679095 = -12350219.315372
  nChanged 5707
		SP:Iteration 4F (19596.360000 sec): 3 clusters
  Score: Raw -12356835.838216 + Penalty 3770.679095 = -12353065.159121
  nChanged 6494
		SP:Iteration 5F (19597.140000 sec): 3 clusters
  Score: Raw -12360750.217176 + Penalty 3770.679095 = -12356979.538081
  nChanged 7164
		SP:Iteration 6F (19597.880000 sec): 3 clusters
  Score: Raw -12365786.024877 + Penalty 3770.679095 = -12362015.345782
  nChanged 7198
		SP:Iteration 7F (19598.610000 sec): 3 clusters
  Score: Raw -12371550.331506 + Penalty 3770.679095 = -12367779.652411
  nChanged 6328
		SP:Iteration 8F (19599.350000 sec): 3 clusters
  Score: Raw -12376801.895514 + Penalty 3770.679095 = -12373031.216419
  nChanged 5122
		SP:Iteration 9Q (19600.100000 sec): 3 clusters
  Score: Raw -12380829.459979 + Penalty 3770.679095 = -12377058.780884
  nChanged 3726
		SP:Iteration 10Q (19600.930000 sec): 3 clusters
  Score: Raw -12383565.658482 + Penalty 3770.679095 = -12379794.979387
  nChanged 2739
		SP:Iteration 11Q (19601.620000 sec): 3 clusters
  Score: Raw -12385422.241305 + Penalty 3770.679095 = -12381651.562210
  nChanged 2174
		SP:Iteration 12Q (19602.330000 sec): 3 clusters
  Score: Raw -12386818.542152 + Penalty 3770.679095 = -12383047.863057
  nChanged 1803
		SP:Iteration 13Q (19603.030000 sec): 3 clusters
  Score: Raw -12387929.587721 + Penalty 3770.679095 = -12384158.908626
  nChanged 1435
		SP:Iteration 14Q (19603.670000 sec): 3 clusters
  Score: Raw -12388826.815941 + Penalty 3770.679095 = -12385056.136846
  nChanged 1168
		SP:Iteration 15Q (19604.410000 sec): 3 clusters
  Score: Raw -12389553.849998 + Penalty 3770.679095 = -12385783.170902
  nChanged 857
		SP:Iteration 16Q (19605.120000 sec): 3 clusters
  Score: Raw -12390053.485486 + Penalty 3770.679095 = -12386282.806391
  nChanged 607
		SP:Iteration 17Q (19605.770000 sec): 3 clusters
  Score: Raw -12390387.159224 + Penalty 3770.679095 = -12386616.480129
  nChanged 484
		SP:Iteration 18Q (19606.400000 sec): 3 clusters
  Score: Raw -12390654.382641 + Penalty 3770.679095 = -12386883.703546
  nChanged 355
		SP:Iteration 19Q (19607.100000 sec): 3 clusters
  Score: Raw -12390852.835068 + Penalty 3770.679095 = -12387082.155973
  nChanged 279
		SP:Iteration 20F (19607.860000 sec): 3 clusters
  Score: Raw -12390995.221211 + Penalty 3770.679095 = -12387224.542116
  nChanged 209
		SP:Iteration 21Q (19608.430000 sec): 3 clusters
  Score: Raw -12391084.340652 + Penalty 3770.679095 = -12387313.661556
  nChanged 192
		SP:Iteration 22Q (19609.040000 sec): 3 clusters
  Score: Raw -12391163.397620 + Penalty 3770.679095 = -12387392.718525
  nChanged 160
		SP:Iteration 23Q (19609.720000 sec): 3 clusters
  Score: Raw -12391224.807094 + Penalty 3770.679095 = -12387454.127999
  nChanged 131
		SP:Iteration 24Q (19610.230000 sec): 3 clusters
  Score: Raw -12391273.163907 + Penalty 3770.679095 = -12387502.484811
  nChanged 123
		SP:Iteration 25Q (19610.870000 sec): 3 clusters
  Score: Raw -12391320.800141 + Penalty 3770.679095 = -12387550.121046
  nChanged 104
		SP:Iteration 26Q (19611.530000 sec): 3 clusters
  Score: Raw -12391360.084183 + Penalty 3770.679095 = -12387589.405087
  nChanged 91
		SP:Iteration 27Q (19612.140000 sec): 3 clusters
  Score: Raw -12391386.093269 + Penalty 3770.679095 = -12387615.414174
  nChanged 56
		SP:Iteration 28Q (19612.840000 sec): 3 clusters
  Score: Raw -12391399.973623 + Penalty 3770.679095 = -12387629.294527
  nChanged 44
		SP:Iteration 29Q (19613.490000 sec): 3 clusters
  Score: Raw -12391410.085121 + Penalty 3770.679095 = -12387639.406026
  nChanged 33
		SP:Iteration 30Q (19614.140000 sec): 3 clusters
  Score: Raw -12391418.877463 + Penalty 3770.679095 = -12387648.198367
  nChanged 40
		SP:Iteration 31Q (19614.780000 sec): 3 clusters
  Score: Raw -12391430.165722 + Penalty 3770.679095 = -12387659.486627
  nChanged 45
		SP:Iteration 32Q (19615.400000 sec): 3 clusters
  Score: Raw -12391440.972460 + Penalty 3770.679095 = -12387670.293365
  nChanged 33
		SP:Iteration 33Q (19616.070000 sec): 3 clusters
  Score: Raw -12391447.677994 + Penalty 3770.679095 = -12387676.998899
  nChanged 21
		SP:Iteration 34Q (19616.630000 sec): 3 clusters
  Score: Raw -12391452.016282 + Penalty 3770.679095 = -12387681.337187
  nChanged 25
		SP:Iteration 35Q (19617.260000 sec): 3 clusters
  Score: Raw -12391457.941444 + Penalty 3770.679095 = -12387687.262349
  nChanged 31
		SP:Iteration 36Q (19617.920000 sec): 3 clusters
  Score: Raw -12391463.687026 + Penalty 3770.679095 = -12387693.007931
  nChanged 21
		SP:Iteration 37Q (19618.540000 sec): 3 clusters
  Score: Raw -12391467.778825 + Penalty 3770.679095 = -12387697.099730
  nChanged 17
		SP:Iteration 38Q (19619.210000 sec): 3 clusters
  Score: Raw -12391471.154752 + Penalty 3770.679095 = -12387700.475657
  nChanged 14
		SP:Iteration 39Q (19619.800000 sec): 3 clusters
  Score: Raw -12391473.462828 + Penalty 3770.679095 = -12387702.783732
  nChanged 8
		SP:Iteration 40F (19620.410000 sec): 3 clusters
  Score: Raw -12391480.908000 + Penalty 3770.679095 = -12387710.228904
  nChanged 16
		SP:Iteration 41Q (19621.090000 sec): 3 clusters
  Score: Raw -12391485.055532 + Penalty 3770.679095 = -12387714.376437
  nChanged 13
		SP:Iteration 42Q (19621.740000 sec): 3 clusters
  Score: Raw -12391488.669048 + Penalty 3770.679095 = -12387717.989953
  nChanged 17
		SP:Iteration 43Q (19622.340000 sec): 3 clusters
  Score: Raw -12391492.645575 + Penalty 3770.679095 = -12387721.966480
  nChanged 14
		SP:Iteration 44Q (19622.970000 sec): 3 clusters
  Score: Raw -12391495.505616 + Penalty 3770.679095 = -12387724.826521
  nChanged 17
		SP:Iteration 45Q (19623.580000 sec): 3 clusters
  Score: Raw -12391499.339744 + Penalty 3770.679095 = -12387728.660649
  nChanged 22
		SP:Iteration 46Q (19624.230000 sec): 3 clusters
  Score: Raw -12391504.221709 + Penalty 3770.679095 = -12387733.542614
  nChanged 19
		SP:Iteration 47Q (19624.840000 sec): 3 clusters
  Score: Raw -12391508.498999 + Penalty 3770.679095 = -12387737.819904
  nChanged 20
		SP:Iteration 48Q (19625.430000 sec): 3 clusters
  Score: Raw -12391511.874753 + Penalty 3770.679095 = -12387741.195658
  nChanged 14
		SP:Iteration 49Q (19626.080000 sec): 3 clusters
  Score: Raw -12391514.402779 + Penalty 3770.679095 = -12387743.723684
  nChanged 10
		SP:Iteration 50Q (19626.740000 sec): 3 clusters
  Score: Raw -12391515.742619 + Penalty 3770.679095 = -12387745.063524
  nChanged 9
		SP:Iteration 51Q (19627.450000 sec): 3 clusters
  Score: Raw -12391517.855332 + Penalty 3770.679095 = -12387747.176237
  nChanged 14
		SP:Iteration 52Q (19628.040000 sec): 3 clusters
  Score: Raw -12391521.811919 + Penalty 3770.679095 = -12387751.132824
  nChanged 24
		SP:Iteration 53Q (19628.670000 sec): 3 clusters
  Score: Raw -12391528.111333 + Penalty 3770.679095 = -12387757.432238
  nChanged 20
		SP:Iteration 54Q (19629.340000 sec): 3 clusters
  Score: Raw -12391532.052471 + Penalty 3770.679095 = -12387761.373376
  nChanged 20
		SP:Iteration 55Q (19629.980000 sec): 3 clusters
  Score: Raw -12391535.573325 + Penalty 3770.679095 = -12387764.894230
  nChanged 13
		SP:Iteration 56Q (19630.610000 sec): 3 clusters
  Score: Raw -12391537.744284 + Penalty 3770.679095 = -12387767.065189
  nChanged 12
		SP:Iteration 57Q (19631.190000 sec): 3 clusters
  Score: Raw -12391540.041140 + Penalty 3770.679095 = -12387769.362045
  nChanged 11
		SP:Iteration 58Q (19631.770000 sec): 3 clusters
  Score: Raw -12391543.083879 + Penalty 3770.679095 = -12387772.404784
  nChanged 12
		SP:Iteration 59Q (19632.400000 sec): 3 clusters
  Score: Raw -12391545.101982 + Penalty 3770.679095 = -12387774.422887
  nChanged 9
		SP:Iteration 60F (19633.180000 sec): 3 clusters
  Score: Raw -12391546.529331 + Penalty 3770.679095 = -12387775.850236
  nChanged 5
		SP:Iteration 61Q (19633.910000 sec): 3 clusters
  Score: Raw -12391547.282560 + Penalty 3770.679095 = -12387776.603465
  nChanged 7
		SP:Iteration 62Q (19634.570000 sec): 3 clusters
  Score: Raw -12391548.773028 + Penalty 3770.679095 = -12387778.093933
  nChanged 5
		SP:Iteration 63Q (19635.130000 sec): 3 clusters
  Score: Raw -12391549.651270 + Penalty 3770.679095 = -12387778.972174
  nChanged 4
		SP:Iteration 64Q (19635.600000 sec): 3 clusters
  Score: Raw -12391550.601107 + Penalty 3770.679095 = -12387779.922012
  nChanged 7
		SP:Iteration 65Q (19636.160000 sec): 3 clusters
  Score: Raw -12391552.147184 + Penalty 3770.679095 = -12387781.468089
  nChanged 6
		SP:Iteration 66Q (19636.760000 sec): 3 clusters
  Score: Raw -12391552.869400 + Penalty 3770.679095 = -12387782.190305
  nChanged 5
		SP:Iteration 67Q (19637.460000 sec): 3 clusters
  Score: Raw -12391553.878600 + Penalty 3770.679095 = -12387783.199505
  nChanged 5
		SP:Iteration 68Q (19638.050000 sec): 3 clusters
  Score: Raw -12391554.475504 + Penalty 3770.679095 = -12387783.796409
  nChanged 1
		SP:Iteration 69Q (19638.650000 sec): 3 clusters
  Score: Raw -12391554.583340 + Penalty 3770.679095 = -12387783.904245
  nChanged 1
		SP:Iteration 70Q (19639.230000 sec): 3 clusters
  Score: Raw -12391554.698421 + Penalty 3770.679095 = -12387784.019326
  nChanged 1
		SP:Iteration 71Q (19639.810000 sec): 3 clusters
  Score: Raw -12391554.925531 + Penalty 3770.679095 = -12387784.246436
  nChanged 2
		SP:Iteration 72Q (19640.420000 sec): 3 clusters
  Score: Raw -12391555.253901 + Penalty 3770.679095 = -12387784.574806
  nChanged 3
		SP:Iteration 73Q (19641.130000 sec): 3 clusters
  Score: Raw -12391555.644392 + Penalty 3770.679095 = -12387784.965297
  nChanged 4
		SP:Iteration 74Q (19641.770000 sec): 3 clusters
  Score: Raw -12391556.224274 + Penalty 3770.679095 = -12387785.545179
  nChanged 4
		SP:Iteration 75Q (19642.360000 sec): 3 clusters
  Score: Raw -12391556.728447 + Penalty 3770.679095 = -12387786.049352
  nChanged 3
		SP:Iteration 76Q (19642.990000 sec): 3 clusters
  Score: Raw -12391557.130060 + Penalty 3770.679095 = -12387786.450965
  nChanged 6
		SP:Iteration 77Q (19643.630000 sec): 3 clusters
  Score: Raw -12391557.843016 + Penalty 3770.679095 = -12387787.163921
  nChanged 6
		SP:Iteration 78Q (19644.250000 sec): 3 clusters
  Score: Raw -12391558.411026 + Penalty 3770.679095 = -12387787.731931
  nChanged 4
		SP:Iteration 79Q (19644.920000 sec): 3 clusters
  Score: Raw -12391558.823217 + Penalty 3770.679095 = -12387788.144122
  nChanged 2
		SP:Iteration 80F (19645.760000 sec): 3 clusters
  Score: Raw -12391559.178190 + Penalty 3770.679095 = -12387788.499095
  nChanged 4
		SP:Iteration 81Q (19646.470000 sec): 3 clusters
  Score: Raw -12391559.586502 + Penalty 3770.679095 = -12387788.907407
  nChanged 1
		SP:Iteration 82Q (19647.130000 sec): 3 clusters
  Score: Raw -12391559.820587 + Penalty 3770.679095 = -12387789.141492
  nChanged 4
		SP:Iteration 83Q (19647.760000 sec): 3 clusters
  Score: Raw -12391560.140938 + Penalty 3770.679095 = -12387789.461843
  nChanged 3
		SP:Iteration 84Q (19648.450000 sec): 3 clusters
  Score: Raw -12391560.520121 + Penalty 3770.679095 = -12387789.841026
  nChanged 6
		SP:Iteration 85Q (19649.110000 sec): 3 clusters
  Score: Raw -12391561.560488 + Penalty 3770.679095 = -12387790.881393
  nChanged 6
		SP:Iteration 86Q (19649.720000 sec): 3 clusters
  Score: Raw -12391562.361212 + Penalty 3770.679095 = -12387791.682117
  nChanged 5
		SP:Iteration 87Q (19650.290000 sec): 3 clusters
  Score: Raw -12391563.140028 + Penalty 3770.679095 = -12387792.460933
  nChanged 6
		SP:Iteration 88Q (19650.840000 sec): 3 clusters
  Score: Raw -12391564.096594 + Penalty 3770.679095 = -12387793.417499
  nChanged 2
		SP:Iteration 89Q (19651.470000 sec): 3 clusters
  Score: Raw -12391564.370712 + Penalty 3770.679095 = -12387793.691617
  nChanged 3
		SP:Iteration 90Q (19652.110000 sec): 3 clusters
  Score: Raw -12391564.849770 + Penalty 3770.679095 = -12387794.170675
  nChanged 4
		SP:Iteration 91Q (19652.790000 sec): 3 clusters
  Score: Raw -12391565.262802 + Penalty 3770.679095 = -12387794.583707
  nChanged 6
		SP:Iteration 92Q (19653.510000 sec): 3 clusters
  Score: Raw -12391565.733201 + Penalty 3770.679095 = -12387795.054106
  nChanged 3
		SP:Iteration 93Q (19654.140000 sec): 3 clusters
  Score: Raw -12391565.909017 + Penalty 3770.679095 = -12387795.229922
  nChanged 2
		SP:Iteration 94Q (19654.740000 sec): 3 clusters
  Score: Raw -12391566.359583 + Penalty 3770.679095 = -12387795.680488
  nChanged 4
		SP:Iteration 95Q (19655.360000 sec): 3 clusters
  Score: Raw -12391566.922101 + Penalty 3770.679095 = -12387796.243006
  nChanged 3
		SP:Iteration 96Q (19655.940000 sec): 3 clusters
  Score: Raw -12391567.590805 + Penalty 3770.679095 = -12387796.911710
  nChanged 9
		SP:Iteration 97Q (19656.600000 sec): 3 clusters
  Score: Raw -12391569.189405 + Penalty 3770.679095 = -12387798.510309
  nChanged 9
		SP:Iteration 98Q (19657.280000 sec): 3 clusters
  Score: Raw -12391570.288582 + Penalty 3770.679095 = -12387799.609487
  nChanged 6
		SP:Iteration 99Q (19657.900000 sec): 3 clusters
  Score: Raw -12391570.992381 + Penalty 3770.679095 = -12387800.313286
  nChanged 5
		SP:Iteration 100F (19658.520000 sec): 3 clusters
  Score: Raw -12391571.500181 + Penalty 3770.679095 = -12387800.821086
  nChanged 3
		SP:Iteration 101Q (19659.120000 sec): 3 clusters
  Score: Raw -12391571.716295 + Penalty 3770.679095 = -12387801.037200
  nChanged 0
		SP:Iteration 102F (19659.790000 sec): 3 clusters
  Score: Raw -12391571.716295 + Penalty 3770.679095 = -12387801.037200
  nChanged 0
Deleting Class 59 (309 points): Lose 1679.647641 but Gain 2350.645820
Iteration 179Q (19766.910000 sec): 62 clusters
  Score: Raw -223632212.111366 + Penalty 143389.394990 = -223488822.716376
  nChanged 704
Iteration 180F (19953.430000 sec): 62 clusters
  Score: Raw -223636123.823029 + Penalty 143389.394990 = -223492734.428039
  nChanged 523
Iteration 181Q (20068.740000 sec): 62 clusters
  Score: Raw -223639535.718799 + Penalty 143389.394990 = -223496146.323810
  nChanged 465
Iteration 182Q (20186.670000 sec): 62 clusters
  Score: Raw -223639637.327228 + Penalty 143389.394990 = -223496247.932238
  nChanged 473
Iteration 183Q (20299.270000 sec): 62 clusters
  Score: Raw -223639707.044415 + Penalty 143389.394990 = -223496317.649425
  nChanged 500
Iteration 184Q (20399.360000 sec): 62 clusters
  Score: Raw -223639759.812758 + Penalty 143389.394990 = -223496370.417768
  nChanged 534
Iteration 185Q (20491.310000 sec): 62 clusters
  Score: Raw -223639819.874891 + Penalty 143389.394990 = -223496430.479901
  nChanged 564
Iteration 186Q (20578.910000 sec): 62 clusters
  Score: Raw -223639889.430435 + Penalty 143389.394990 = -223496500.035445
  nChanged 579
Iteration 187Q (20673.780000 sec): 62 clusters
  Score: Raw -223639960.782910 + Penalty 143389.394990 = -223496571.387920
  nChanged 581
Iteration 188Q (20778.460000 sec): 62 clusters
  Score: Raw -223640031.735862 + Penalty 143389.394990 = -223496642.340873
  nChanged 570
Iteration 189Q (20880.980000 sec): 62 clusters
  Score: Raw -223640107.517777 + Penalty 143389.394990 = -223496718.122787
  nChanged 571
Iteration 190Q (20978.950000 sec): 62 clusters
  Score: Raw -223640165.885679 + Penalty 143389.394990 = -223496776.490689
  nChanged 585
Iteration 191Q (21080.830000 sec): 62 clusters
  Score: Raw -223640218.702546 + Penalty 143389.394990 = -223496829.307556
  nChanged 572
Iteration 192Q (21189.750000 sec): 62 clusters
  Score: Raw -223640258.063520 + Penalty 143389.394990 = -223496868.668531
  nChanged 529
Iteration 193Q (21297.940000 sec): 62 clusters
  Score: Raw -223640289.043007 + Penalty 143389.394990 = -223496899.648017
  nChanged 535
Iteration 194Q (21396.640000 sec): 62 clusters
  Score: Raw -223640312.050992 + Penalty 143389.394990 = -223496922.656002
  nChanged 451
Iteration 195Q (21496.800000 sec): 62 clusters
  Score: Raw -223640333.018918 + Penalty 143389.394990 = -223496943.623928
  nChanged 419
Iteration 196Q (21599.700000 sec): 62 clusters
  Score: Raw -223640351.003897 + Penalty 143389.394990 = -223496961.608908
  nChanged 402
Iteration 197Q (21706.040000 sec): 62 clusters
  Score: Raw -223640368.538585 + Penalty 143389.394990 = -223496979.143595
  nChanged 391
Iteration 198Q (21809.780000 sec): 62 clusters
  Score: Raw -223640384.413221 + Penalty 143389.394990 = -223496995.018231
  nChanged 334
Iteration 199Q (21916.430000 sec): 62 clusters
  Score: Raw -223640396.361342 + Penalty 143389.394990 = -223497006.966352
  nChanged 342
Iteration 200F (22094.330000 sec): 62 clusters
  Score: Raw -223641425.487386 + Penalty 143389.394990 = -223498036.092396
  nChanged 349
Iteration 201Q (22209.080000 sec): 62 clusters
  Score: Raw -223641642.703810 + Penalty 143389.394990 = -223498253.308820
  nChanged 309
Iteration 202Q (22317.340000 sec): 62 clusters
  Score: Raw -223641664.569574 + Penalty 143389.394990 = -223498275.174585
  nChanged 282
Iteration 203Q (22415.430000 sec): 62 clusters
  Score: Raw -223641691.835651 + Penalty 143389.394990 = -223498302.440661
  nChanged 257
Iteration 204Q (22509.860000 sec): 62 clusters
  Score: Raw -223641708.798794 + Penalty 143389.394990 = -223498319.403804
  nChanged 276
Iteration 205Q (22605.540000 sec): 62 clusters
  Score: Raw -223641724.093812 + Penalty 143389.394990 = -223498334.698822
  nChanged 289
Iteration 206Q (22711.290000 sec): 62 clusters
  Score: Raw -223641734.605072 + Penalty 143389.394990 = -223498345.210082
  nChanged 265
Iteration 207Q (22821.990000 sec): 62 clusters
  Score: Raw -223641744.839351 + Penalty 143389.394990 = -223498355.444361
  nChanged 267
Iteration 208Q (22926.400000 sec): 62 clusters
  Score: Raw -223641755.553314 + Penalty 143389.394990 = -223498366.158324
  nChanged 283
Iteration 209Q (23029.250000 sec): 62 clusters
  Score: Raw -223641767.670022 + Penalty 143389.394990 = -223498378.275032
  nChanged 337
Iteration 210Q (23123.590000 sec): 62 clusters
  Score: Raw -223641781.497827 + Penalty 143389.394990 = -223498392.102837
  nChanged 314
Iteration 211Q (23224.180000 sec): 62 clusters
  Score: Raw -223641793.680844 + Penalty 143389.394990 = -223498404.285854
  nChanged 305
Iteration 212Q (23323.640000 sec): 62 clusters
  Score: Raw -223641805.418102 + Penalty 143389.394990 = -223498416.023112
  nChanged 321
Iteration 213Q (23427.980000 sec): 62 clusters
  Score: Raw -223641816.984489 + Penalty 143389.394990 = -223498427.589499
  nChanged 288
Iteration 214Q (23534.720000 sec): 62 clusters
  Score: Raw -223641826.325400 + Penalty 143389.394990 = -223498436.930410
  nChanged 301
Iteration 215Q (23643.700000 sec): 62 clusters
  Score: Raw -223641834.498768 + Penalty 143389.394990 = -223498445.103779
  nChanged 276
Iteration 216Q (23753.410000 sec): 62 clusters
  Score: Raw -223641841.753193 + Penalty 143389.394990 = -223498452.358204
  nChanged 227
Iteration 217Q (23854.980000 sec): 62 clusters
  Score: Raw -223641848.744236 + Penalty 143389.394990 = -223498459.349246
  nChanged 219
Iteration 218Q (23956.500000 sec): 62 clusters
  Score: Raw -223641855.495712 + Penalty 143389.394990 = -223498466.100722
  nChanged 235
Writing temp clu file 
Because OldScore, -223498459.349246, is greater than current (better) Score,-223498466.100722 
 Compute initial score before splitting:   Score: Raw -223641855.495712 + Penalty 143389.394990 = -223498466.100722
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (19713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23957.370000 sec): 2 clusters
  Score: Raw -2323712.309897 + Penalty 1606.967959 = -2322105.341938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23957.660000 sec): 3 clusters
  Score: Raw -2311905.951997 + Penalty 3213.935919 = -2308692.016079
  nChanged 8837
		SP:Iteration 1F (23957.990000 sec): 3 clusters
  Score: Raw -2316811.230358 + Penalty 3213.935919 = -2313597.294440
  nChanged 1104
		SP:Iteration 2F (23958.320000 sec): 3 clusters
  Score: Raw -2317292.957935 + Penalty 3213.935919 = -2314079.022017
  nChanged 1099
		SP:Iteration 3F (23958.640000 sec): 3 clusters
  Score: Raw -2317830.946919 + Penalty 3213.935919 = -2314617.011001
  nChanged 1135
		SP:Iteration 4F (23958.920000 sec): 3 clusters
  Score: Raw -2318440.541894 + Penalty 3213.935919 = -2315226.605975
  nChanged 1143
		SP:Iteration 5F (23959.300000 sec): 3 clusters
  Score: Raw -2319096.059359 + Penalty 3213.935919 = -2315882.123440
  nChanged 1091
		SP:Iteration 6F (23959.580000 sec): 3 clusters
  Score: Raw -2319789.978360 + Penalty 3213.935919 = -2316576.042442
  nChanged 997
		SP:Iteration 7F (23959.900000 sec): 3 clusters
  Score: Raw -2320477.233772 + Penalty 3213.935919 = -2317263.297853
  nChanged 880
		SP:Iteration 8Q (23960.170000 sec): 3 clusters
  Score: Raw -2321131.899180 + Penalty 3213.935919 = -2317917.963262
  nChanged 790
		SP:Iteration 9Q (23960.450000 sec): 3 clusters
  Score: Raw -2321731.314693 + Penalty 3213.935919 = -2318517.378774
  nChanged 640
		SP:Iteration 10Q (23960.740000 sec): 3 clusters
  Score: Raw -2322214.881339 + Penalty 3213.935919 = -2319000.945420
  nChanged 565
		SP:Iteration 11Q (23961.060000 sec): 3 clusters
  Score: Raw -2322580.579769 + Penalty 3213.935919 = -2319366.643851
  nChanged 422
		SP:Iteration 12Q (23961.390000 sec): 3 clusters
  Score: Raw -2322841.596942 + Penalty 3213.935919 = -2319627.661024
  nChanged 359
		SP:Iteration 13Q (23961.680000 sec): 3 clusters
  Score: Raw -2323031.182118 + Penalty 3213.935919 = -2319817.246200
  nChanged 288
		SP:Iteration 14Q (23962.000000 sec): 3 clusters
  Score: Raw -2323160.391336 + Penalty 3213.935919 = -2319946.455417
  nChanged 239
		SP:Iteration 15Q (23962.300000 sec): 3 clusters
  Score: Raw -2323268.668258 + Penalty 3213.935919 = -2320054.732339
  nChanged 208
		SP:Iteration 16Q (23962.600000 sec): 3 clusters
  Score: Raw -2323363.910144 + Penalty 3213.935919 = -2320149.974226
  nChanged 178
		SP:Iteration 17Q (23962.860000 sec): 3 clusters
  Score: Raw -2323443.231804 + Penalty 3213.935919 = -2320229.295885
  nChanged 157
		SP:Iteration 18Q (23963.140000 sec): 3 clusters
  Score: Raw -2323500.226020 + Penalty 3213.935919 = -2320286.290101
  nChanged 138
		SP:Iteration 19Q (23963.420000 sec): 3 clusters
  Score: Raw -2323555.679067 + Penalty 3213.935919 = -2320341.743148
  nChanged 130
		SP:Iteration 20F (23963.650000 sec): 3 clusters
  Score: Raw -2323610.171782 + Penalty 3213.935919 = -2320396.235864
  nChanged 114
		SP:Iteration 21Q (23963.980000 sec): 3 clusters
  Score: Raw -2323662.857081 + Penalty 3213.935919 = -2320448.921162
  nChanged 118
		SP:Iteration 22Q (23964.310000 sec): 3 clusters
  Score: Raw -2323731.424599 + Penalty 3213.935919 = -2320517.488680
  nChanged 101
		SP:Iteration 23Q (23964.620000 sec): 3 clusters
  Score: Raw -2323774.720429 + Penalty 3213.935919 = -2320560.784510
  nChanged 65
		SP:Iteration 24Q (23964.880000 sec): 3 clusters
  Score: Raw -2323798.294421 + Penalty 3213.935919 = -2320584.358502
  nChanged 51
		SP:Iteration 25Q (23965.190000 sec): 3 clusters
  Score: Raw -2323818.407396 + Penalty 3213.935919 = -2320604.471477
  nChanged 45
		SP:Iteration 26Q (23965.390000 sec): 3 clusters
  Score: Raw -2323836.926640 + Penalty 3213.935919 = -2320622.990721
  nChanged 50
		SP:Iteration 27Q (23965.690000 sec): 3 clusters
  Score: Raw -2323855.830375 + Penalty 3213.935919 = -2320641.894457
  nChanged 44
		SP:Iteration 28Q (23966.000000 sec): 3 clusters
  Score: Raw -2323874.432130 + Penalty 3213.935919 = -2320660.496211
  nChanged 35
		SP:Iteration 29Q (23966.230000 sec): 3 clusters
  Score: Raw -2323887.607677 + Penalty 3213.935919 = -2320673.671759
  nChanged 31
		SP:Iteration 30Q (23966.520000 sec): 3 clusters
  Score: Raw -2323898.416660 + Penalty 3213.935919 = -2320684.480742
  nChanged 29
		SP:Iteration 31Q (23966.840000 sec): 3 clusters
  Score: Raw -2323907.066648 + Penalty 3213.935919 = -2320693.130730
  nChanged 24
		SP:Iteration 32Q (23967.090000 sec): 3 clusters
  Score: Raw -2323915.203902 + Penalty 3213.935919 = -2320701.267983
  nChanged 24
		SP:Iteration 33Q (23967.320000 sec): 3 clusters
  Score: Raw -2323925.505866 + Penalty 3213.935919 = -2320711.569948
  nChanged 26
		SP:Iteration 34Q (23967.580000 sec): 3 clusters
  Score: Raw -2323937.539254 + Penalty 3213.935919 = -2320723.603335
  nChanged 33
		SP:Iteration 35Q (23967.850000 sec): 3 clusters
  Score: Raw -2323954.373642 + Penalty 3213.935919 = -2320740.437723
  nChanged 26
		SP:Iteration 36Q (23968.090000 sec): 3 clusters
  Score: Raw -2323967.657728 + Penalty 3213.935919 = -2320753.721810
  nChanged 25
		SP:Iteration 37Q (23968.340000 sec): 3 clusters
  Score: Raw -2323978.135479 + Penalty 3213.935919 = -2320764.199560
  nChanged 23
		SP:Iteration 38Q (23968.580000 sec): 3 clusters
  Score: Raw -2323989.961853 + Penalty 3213.935919 = -2320776.025934
  nChanged 28
		SP:Iteration 39Q (23968.900000 sec): 3 clusters
  Score: Raw -2324000.239959 + Penalty 3213.935919 = -2320786.304040
  nChanged 22
		SP:Iteration 40F (23969.160000 sec): 3 clusters
  Score: Raw -2324008.758754 + Penalty 3213.935919 = -2320794.822836
  nChanged 22
		SP:Iteration 41Q (23969.420000 sec): 3 clusters
  Score: Raw -2324018.853892 + Penalty 3213.935919 = -2320804.917973
  nChanged 17
		SP:Iteration 42Q (23969.700000 sec): 3 clusters
  Score: Raw -2324026.036505 + Penalty 3213.935919 = -2320812.100586
  nChanged 11
		SP:Iteration 43Q (23970.000000 sec): 3 clusters
  Score: Raw -2324030.362293 + Penalty 3213.935919 = -2320816.426375
  nChanged 11
		SP:Iteration 44Q (23970.300000 sec): 3 clusters
  Score: Raw -2324034.656052 + Penalty 3213.935919 = -2320820.720134
  nChanged 14
		SP:Iteration 45Q (23970.560000 sec): 3 clusters
  Score: Raw -2324039.358843 + Penalty 3213.935919 = -2320825.422925
  nChanged 7
		SP:Iteration 46Q (23970.880000 sec): 3 clusters
  Score: Raw -2324042.524711 + Penalty 3213.935919 = -2320828.588792
  nChanged 8
		SP:Iteration 47Q (23971.140000 sec): 3 clusters
  Score: Raw -2324045.707085 + Penalty 3213.935919 = -2320831.771167
  nChanged 5
		SP:Iteration 48Q (23971.430000 sec): 3 clusters
  Score: Raw -2324048.707478 + Penalty 3213.935919 = -2320834.771559
  nChanged 7
		SP:Iteration 49Q (23971.730000 sec): 3 clusters
  Score: Raw -2324050.900973 + Penalty 3213.935919 = -2320836.965054
  nChanged 4
		SP:Iteration 50Q (23971.960000 sec): 3 clusters
  Score: Raw -2324052.496654 + Penalty 3213.935919 = -2320838.560735
  nChanged 4
		SP:Iteration 51Q (23972.240000 sec): 3 clusters
  Score: Raw -2324053.748316 + Penalty 3213.935919 = -2320839.812397
  nChanged 2
		SP:Iteration 52Q (23972.500000 sec): 3 clusters
  Score: Raw -2324054.790492 + Penalty 3213.935919 = -2320840.854573
  nChanged 3
		SP:Iteration 53Q (23972.810000 sec): 3 clusters
  Score: Raw -2324056.590614 + Penalty 3213.935919 = -2320842.654695
  nChanged 6
		SP:Iteration 54Q (23973.100000 sec): 3 clusters
  Score: Raw -2324058.660865 + Penalty 3213.935919 = -2320844.724947
  nChanged 5
		SP:Iteration 55Q (23973.450000 sec): 3 clusters
  Score: Raw -2324062.487482 + Penalty 3213.935919 = -2320848.551563
  nChanged 8
		SP:Iteration 56Q (23973.750000 sec): 3 clusters
  Score: Raw -2324065.601822 + Penalty 3213.935919 = -2320851.665903
  nChanged 5
		SP:Iteration 57Q (23974.020000 sec): 3 clusters
  Score: Raw -2324067.106707 + Penalty 3213.935919 = -2320853.170789
  nChanged 2
		SP:Iteration 58Q (23974.300000 sec): 3 clusters
  Score: Raw -2324068.035823 + Penalty 3213.935919 = -2320854.099905
  nChanged 5
		SP:Iteration 59Q (23974.560000 sec): 3 clusters
  Score: Raw -2324071.685683 + Penalty 3213.935919 = -2320857.749764
  nChanged 7
		SP:Iteration 60F (23974.860000 sec): 3 clusters
  Score: Raw -2324075.938793 + Penalty 3213.935919 = -2320862.002874
  nChanged 12
		SP:Iteration 61Q (23975.120000 sec): 3 clusters
  Score: Raw -2324080.715875 + Penalty 3213.935919 = -2320866.779957
  nChanged 5
		SP:Iteration 62Q (23975.390000 sec): 3 clusters
  Score: Raw -2324082.143153 + Penalty 3213.935919 = -2320868.207234
  nChanged 4
		SP:Iteration 63Q (23975.660000 sec): 3 clusters
  Score: Raw -2324084.134838 + Penalty 3213.935919 = -2320870.198919
  nChanged 4
		SP:Iteration 64Q (23975.930000 sec): 3 clusters
  Score: Raw -2324085.346201 + Penalty 3213.935919 = -2320871.410283
  nChanged 2
		SP:Iteration 65Q (23976.240000 sec): 3 clusters
  Score: Raw -2324085.739101 + Penalty 3213.935919 = -2320871.803182
  nChanged 1
		SP:Iteration 66Q (23976.540000 sec): 3 clusters
  Score: Raw -2324086.137054 + Penalty 3213.935919 = -2320872.201136
  nChanged 1
		SP:Iteration 67Q (23976.880000 sec): 3 clusters
  Score: Raw -2324086.293904 + Penalty 3213.935919 = -2320872.357985
  nChanged 0
		SP:Iteration 68F (23977.160000 sec): 3 clusters
  Score: Raw -2324086.293904 + Penalty 3213.935919 = -2320872.357985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (359621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23978.750000 sec): 2 clusters
  Score: Raw -43744291.095941 + Penalty 2078.830971 = -43742212.264970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23980.510000 sec): 3 clusters
  Score: Raw -43502901.727454 + Penalty 4157.661943 = -43498744.065511
  nChanged 175927
		SP:Iteration 1F (23982.200000 sec): 3 clusters
  Score: Raw -43609309.513703 + Penalty 4157.661943 = -43605151.851760
  nChanged 9767
		SP:Iteration 2Q (23984.070000 sec): 3 clusters
  Score: Raw -43611849.068940 + Penalty 4157.661943 = -43607691.406997
  nChanged 12296
		SP:Iteration 3Q (23985.770000 sec): 3 clusters
  Score: Raw -43616208.268701 + Penalty 4157.661943 = -43612050.606758
  nChanged 16249
		SP:Iteration 4Q (23987.450000 sec): 3 clusters
  Score: Raw -43623999.838982 + Penalty 4157.661943 = -43619842.177039
  nChanged 21359
		SP:Iteration 5F (23989.120000 sec): 3 clusters
  Score: Raw -43637617.879292 + Penalty 4157.661943 = -43633460.217349
  nChanged 26679
		SP:Iteration 6F (23990.770000 sec): 3 clusters
  Score: Raw -43658740.872688 + Penalty 4157.661943 = -43654583.210745
  nChanged 28752
		SP:Iteration 7F (23992.510000 sec): 3 clusters
  Score: Raw -43684360.623913 + Penalty 4157.661943 = -43680202.961970
  nChanged 25248
		SP:Iteration 8F (23994.120000 sec): 3 clusters
  Score: Raw -43707466.374770 + Penalty 4157.661943 = -43703308.712827
  nChanged 18340
		SP:Iteration 9F (23995.800000 sec): 3 clusters
  Score: Raw -43724071.250739 + Penalty 4157.661943 = -43719913.588796
  nChanged 11698
		SP:Iteration 10Q (23997.480000 sec): 3 clusters
  Score: Raw -43734287.826850 + Penalty 4157.661943 = -43730130.164907
  nChanged 6589
		SP:Iteration 11Q (23999.150000 sec): 3 clusters
  Score: Raw -43739740.298147 + Penalty 4157.661943 = -43735582.636204
  nChanged 3267
		SP:Iteration 12Q (24000.630000 sec): 3 clusters
  Score: Raw -43742273.710593 + Penalty 4157.661943 = -43738116.048650
  nChanged 1549
		SP:Iteration 13Q (24002.050000 sec): 3 clusters
  Score: Raw -43743439.518340 + Penalty 4157.661943 = -43739281.856397
  nChanged 728
		SP:Iteration 14Q (24003.350000 sec): 3 clusters
  Score: Raw -43743956.545173 + Penalty 4157.661943 = -43739798.883230
  nChanged 372
		SP:Iteration 15Q (24004.770000 sec): 3 clusters
  Score: Raw -43744221.918858 + Penalty 4157.661943 = -43740064.256915
  nChanged 212
		SP:Iteration 16Q (24006.430000 sec): 3 clusters
  Score: Raw -43744365.111871 + Penalty 4157.661943 = -43740207.449928
  nChanged 116
		SP:Iteration 17Q (24007.970000 sec): 3 clusters
  Score: Raw -43744446.155926 + Penalty 4157.661943 = -43740288.493983
  nChanged 94
		SP:Iteration 18Q (24009.520000 sec): 3 clusters
  Score: Raw -43744514.710607 + Penalty 4157.661943 = -43740357.048664
  nChanged 53
		SP:Iteration 19Q (24010.950000 sec): 3 clusters
  Score: Raw -43744560.047775 + Penalty 4157.661943 = -43740402.385832
  nChanged 46
		SP:Iteration 20F (24012.560000 sec): 3 clusters
  Score: Raw -43744595.848302 + Penalty 4157.661943 = -43740438.186359
  nChanged 37
		SP:Iteration 21Q (24013.990000 sec): 3 clusters
  Score: Raw -43744619.779963 + Penalty 4157.661943 = -43740462.118020
  nChanged 28
		SP:Iteration 22Q (24015.490000 sec): 3 clusters
  Score: Raw -43744633.499311 + Penalty 4157.661943 = -43740475.837368
  nChanged 21
		SP:Iteration 23Q (24016.920000 sec): 3 clusters
  Score: Raw -43744647.625731 + Penalty 4157.661943 = -43740489.963788
  nChanged 18
		SP:Iteration 24Q (24018.430000 sec): 3 clusters
  Score: Raw -43744656.617752 + Penalty 4157.661943 = -43740498.955809
  nChanged 13
		SP:Iteration 25Q (24019.890000 sec): 3 clusters
  Score: Raw -43744667.009807 + Penalty 4157.661943 = -43740509.347864
  nChanged 16
		SP:Iteration 26Q (24021.330000 sec): 3 clusters
  Score: Raw -43744676.512582 + Penalty 4157.661943 = -43740518.850639
  nChanged 6
		SP:Iteration 27Q (24022.910000 sec): 3 clusters
  Score: Raw -43744679.892620 + Penalty 4157.661943 = -43740522.230677
  nChanged 6
		SP:Iteration 28Q (24024.390000 sec): 3 clusters
  Score: Raw -43744682.744085 + Penalty 4157.661943 = -43740525.082142
  nChanged 7
		SP:Iteration 29Q (24026.000000 sec): 3 clusters
  Score: Raw -43744686.305567 + Penalty 4157.661943 = -43740528.643625
  nChanged 4
		SP:Iteration 30Q (24027.590000 sec): 3 clusters
  Score: Raw -43744689.230406 + Penalty 4157.661943 = -43740531.568463
  nChanged 6
		SP:Iteration 31Q (24029.220000 sec): 3 clusters
  Score: Raw -43744692.863346 + Penalty 4157.661943 = -43740535.201403
  nChanged 4
		SP:Iteration 32Q (24030.760000 sec): 3 clusters
  Score: Raw -43744695.443511 + Penalty 4157.661943 = -43740537.781568
  nChanged 3
		SP:Iteration 33Q (24032.220000 sec): 3 clusters
  Score: Raw -43744697.091427 + Penalty 4157.661943 = -43740539.429484
  nChanged 2
		SP:Iteration 34Q (24033.750000 sec): 3 clusters
  Score: Raw -43744697.773476 + Penalty 4157.661943 = -43740540.111533
  nChanged 0
		SP:Iteration 35F (24035.400000 sec): 3 clusters
  Score: Raw -43744697.773476 + Penalty 4157.661943 = -43740540.111533
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24035.740000 sec): 2 clusters
  Score: Raw -1637692.434657 + Penalty 1546.801831 = -1636145.632827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24035.970000 sec): 3 clusters
  Score: Raw -1629768.205394 + Penalty 3093.603662 = -1626674.601732
  nChanged 5991
		SP:Iteration 1F (24036.200000 sec): 3 clusters
  Score: Raw -1632978.391310 + Penalty 3093.603662 = -1629884.787649
  nChanged 759
		SP:Iteration 2F (24036.440000 sec): 3 clusters
  Score: Raw -1633302.784198 + Penalty 3093.603662 = -1630209.180537
  nChanged 726
		SP:Iteration 3F (24036.720000 sec): 3 clusters
  Score: Raw -1633613.192445 + Penalty 3093.603662 = -1630519.588783
  nChanged 651
		SP:Iteration 4Q (24036.970000 sec): 3 clusters
  Score: Raw -1633901.723705 + Penalty 3093.603662 = -1630808.120043
  nChanged 603
		SP:Iteration 5Q (24037.170000 sec): 3 clusters
  Score: Raw -1634190.162455 + Penalty 3093.603662 = -1631096.558794
  nChanged 609
		SP:Iteration 6Q (24037.450000 sec): 3 clusters
  Score: Raw -1634515.102112 + Penalty 3093.603662 = -1631421.498450
  nChanged 629
		SP:Iteration 7Q (24037.700000 sec): 3 clusters
  Score: Raw -1634881.166900 + Penalty 3093.603662 = -1631787.563238
  nChanged 667
		SP:Iteration 8Q (24037.910000 sec): 3 clusters
  Score: Raw -1635307.948457 + Penalty 3093.603662 = -1632214.344795
  nChanged 679
		SP:Iteration 9Q (24038.180000 sec): 3 clusters
  Score: Raw -1635770.984479 + Penalty 3093.603662 = -1632677.380817
  nChanged 631
		SP:Iteration 10Q (24038.420000 sec): 3 clusters
  Score: Raw -1636239.886310 + Penalty 3093.603662 = -1633146.282648
  nChanged 585
		SP:Iteration 11Q (24038.620000 sec): 3 clusters
  Score: Raw -1636693.200712 + Penalty 3093.603662 = -1633599.597051
  nChanged 503
		SP:Iteration 12Q (24038.900000 sec): 3 clusters
  Score: Raw -1637057.120679 + Penalty 3093.603662 = -1633963.517017
  nChanged 416
		SP:Iteration 13Q (24039.160000 sec): 3 clusters
  Score: Raw -1637322.389429 + Penalty 3093.603662 = -1634228.785767
  nChanged 282
		SP:Iteration 14Q (24039.420000 sec): 3 clusters
  Score: Raw -1637472.073509 + Penalty 3093.603662 = -1634378.469847
  nChanged 226
		SP:Iteration 15Q (24039.650000 sec): 3 clusters
  Score: Raw -1637564.283985 + Penalty 3093.603662 = -1634470.680323
  nChanged 161
		SP:Iteration 16Q (24039.920000 sec): 3 clusters
  Score: Raw -1637621.876881 + Penalty 3093.603662 = -1634528.273220
  nChanged 125
		SP:Iteration 17Q (24040.170000 sec): 3 clusters
  Score: Raw -1637662.419210 + Penalty 3093.603662 = -1634568.815548
  nChanged 116
		SP:Iteration 18Q (24040.440000 sec): 3 clusters
  Score: Raw -1637697.021064 + Penalty 3093.603662 = -1634603.417403
  nChanged 98
		SP:Iteration 19Q (24040.700000 sec): 3 clusters
  Score: Raw -1637727.831200 + Penalty 3093.603662 = -1634634.227538
  nChanged 123
		SP:Iteration 20F (24040.940000 sec): 3 clusters
  Score: Raw -1637766.052682 + Penalty 3093.603662 = -1634672.449021
  nChanged 98
		SP:Iteration 21Q (24041.180000 sec): 3 clusters
  Score: Raw -1637791.875355 + Penalty 3093.603662 = -1634698.271693
  nChanged 75
		SP:Iteration 22Q (24041.400000 sec): 3 clusters
  Score: Raw -1637811.863883 + Penalty 3093.603662 = -1634718.260222
  nChanged 67
		SP:Iteration 23Q (24041.660000 sec): 3 clusters
  Score: Raw -1637832.527000 + Penalty 3093.603662 = -1634738.923339
  nChanged 72
		SP:Iteration 24Q (24041.880000 sec): 3 clusters
  Score: Raw -1637853.265793 + Penalty 3093.603662 = -1634759.662131
  nChanged 68
		SP:Iteration 25Q (24042.130000 sec): 3 clusters
  Score: Raw -1637870.912445 + Penalty 3093.603662 = -1634777.308784
  nChanged 52
		SP:Iteration 26Q (24042.380000 sec): 3 clusters
  Score: Raw -1637882.002208 + Penalty 3093.603662 = -1634788.398546
  nChanged 45
		SP:Iteration 27Q (24042.700000 sec): 3 clusters
  Score: Raw -1637892.542865 + Penalty 3093.603662 = -1634798.939203
  nChanged 42
		SP:Iteration 28Q (24042.980000 sec): 3 clusters
  Score: Raw -1637901.927877 + Penalty 3093.603662 = -1634808.324215
  nChanged 42
		SP:Iteration 29Q (24043.250000 sec): 3 clusters
  Score: Raw -1637912.049764 + Penalty 3093.603662 = -1634818.446102
  nChanged 42
		SP:Iteration 30Q (24043.480000 sec): 3 clusters
  Score: Raw -1637922.446233 + Penalty 3093.603662 = -1634828.842571
  nChanged 40
		SP:Iteration 31Q (24043.700000 sec): 3 clusters
  Score: Raw -1637931.184732 + Penalty 3093.603662 = -1634837.581071
  nChanged 37
		SP:Iteration 32Q (24043.940000 sec): 3 clusters
  Score: Raw -1637939.073171 + Penalty 3093.603662 = -1634845.469510
  nChanged 36
		SP:Iteration 33Q (24044.170000 sec): 3 clusters
  Score: Raw -1637947.276985 + Penalty 3093.603662 = -1634853.673323
  nChanged 50
		SP:Iteration 34Q (24044.380000 sec): 3 clusters
  Score: Raw -1637957.344938 + Penalty 3093.603662 = -1634863.741276
  nChanged 40
		SP:Iteration 35Q (24044.580000 sec): 3 clusters
  Score: Raw -1637964.561346 + Penalty 3093.603662 = -1634870.957684
  nChanged 30
		SP:Iteration 36Q (24044.800000 sec): 3 clusters
  Score: Raw -1637969.988326 + Penalty 3093.603662 = -1634876.384664
  nChanged 28
		SP:Iteration 37Q (24045.030000 sec): 3 clusters
  Score: Raw -1637975.038824 + Penalty 3093.603662 = -1634881.435162
  nChanged 24
		SP:Iteration 38Q (24045.310000 sec): 3 clusters
  Score: Raw -1637980.273361 + Penalty 3093.603662 = -1634886.669699
  nChanged 31
		SP:Iteration 39Q (24045.520000 sec): 3 clusters
  Score: Raw -1637986.287830 + Penalty 3093.603662 = -1634892.684169
  nChanged 32
		SP:Iteration 40F (24045.730000 sec): 3 clusters
  Score: Raw -1637992.459908 + Penalty 3093.603662 = -1634898.856246
  nChanged 28
		SP:Iteration 41Q (24045.980000 sec): 3 clusters
  Score: Raw -1637997.854175 + Penalty 3093.603662 = -1634904.250513
  nChanged 27
		SP:Iteration 42Q (24046.180000 sec): 3 clusters
  Score: Raw -1638003.198474 + Penalty 3093.603662 = -1634909.594812
  nChanged 32
		SP:Iteration 43Q (24046.420000 sec): 3 clusters
  Score: Raw -1638007.809668 + Penalty 3093.603662 = -1634914.206007
  nChanged 20
		SP:Iteration 44Q (24046.680000 sec): 3 clusters
  Score: Raw -1638011.858950 + Penalty 3093.603662 = -1634918.255288
  nChanged 20
		SP:Iteration 45Q (24046.880000 sec): 3 clusters
  Score: Raw -1638015.048328 + Penalty 3093.603662 = -1634921.444666
  nChanged 19
		SP:Iteration 46Q (24047.160000 sec): 3 clusters
  Score: Raw -1638018.641484 + Penalty 3093.603662 = -1634925.037823
  nChanged 16
		SP:Iteration 47Q (24047.430000 sec): 3 clusters
  Score: Raw -1638020.707233 + Penalty 3093.603662 = -1634927.103571
  nChanged 14
		SP:Iteration 48Q (24047.770000 sec): 3 clusters
  Score: Raw -1638023.208806 + Penalty 3093.603662 = -1634929.605144
  nChanged 20
		SP:Iteration 49Q (24048.010000 sec): 3 clusters
  Score: Raw -1638027.305327 + Penalty 3093.603662 = -1634933.701665
  nChanged 21
		SP:Iteration 50Q (24048.280000 sec): 3 clusters
  Score: Raw -1638031.890251 + Penalty 3093.603662 = -1634938.286589
  nChanged 14
		SP:Iteration 51Q (24048.570000 sec): 3 clusters
  Score: Raw -1638034.976562 + Penalty 3093.603662 = -1634941.372901
  nChanged 14
		SP:Iteration 52Q (24048.880000 sec): 3 clusters
  Score: Raw -1638038.759703 + Penalty 3093.603662 = -1634945.156042
  nChanged 22
		SP:Iteration 53Q (24049.110000 sec): 3 clusters
  Score: Raw -1638043.501840 + Penalty 3093.603662 = -1634949.898178
  nChanged 24
		SP:Iteration 54Q (24049.320000 sec): 3 clusters
  Score: Raw -1638048.777732 + Penalty 3093.603662 = -1634955.174070
  nChanged 21
		SP:Iteration 55Q (24049.590000 sec): 3 clusters
  Score: Raw -1638052.317154 + Penalty 3093.603662 = -1634958.713493
  nChanged 23
		SP:Iteration 56Q (24049.820000 sec): 3 clusters
  Score: Raw -1638056.090065 + Penalty 3093.603662 = -1634962.486404
  nChanged 20
		SP:Iteration 57Q (24050.110000 sec): 3 clusters
  Score: Raw -1638060.030422 + Penalty 3093.603662 = -1634966.426760
  nChanged 22
		SP:Iteration 58Q (24050.390000 sec): 3 clusters
  Score: Raw -1638064.310142 + Penalty 3093.603662 = -1634970.706480
  nChanged 14
		SP:Iteration 59Q (24050.610000 sec): 3 clusters
  Score: Raw -1638066.610471 + Penalty 3093.603662 = -1634973.006809
  nChanged 13
		SP:Iteration 60F (24050.880000 sec): 3 clusters
  Score: Raw -1638068.570449 + Penalty 3093.603662 = -1634974.966788
  nChanged 13
		SP:Iteration 61Q (24051.160000 sec): 3 clusters
  Score: Raw -1638070.925768 + Penalty 3093.603662 = -1634977.322106
  nChanged 13
		SP:Iteration 62Q (24051.390000 sec): 3 clusters
  Score: Raw -1638074.040225 + Penalty 3093.603662 = -1634980.436563
  nChanged 20
		SP:Iteration 63Q (24051.690000 sec): 3 clusters
  Score: Raw -1638077.801738 + Penalty 3093.603662 = -1634984.198077
  nChanged 20
		SP:Iteration 64Q (24051.940000 sec): 3 clusters
  Score: Raw -1638082.753564 + Penalty 3093.603662 = -1634989.149902
  nChanged 20
		SP:Iteration 65Q (24052.200000 sec): 3 clusters
  Score: Raw -1638087.730469 + Penalty 3093.603662 = -1634994.126807
  nChanged 23
		SP:Iteration 66Q (24052.490000 sec): 3 clusters
  Score: Raw -1638092.957730 + Penalty 3093.603662 = -1634999.354069
  nChanged 18
		SP:Iteration 67Q (24052.760000 sec): 3 clusters
  Score: Raw -1638096.381855 + Penalty 3093.603662 = -1635002.778194
  nChanged 11
		SP:Iteration 68Q (24053.020000 sec): 3 clusters
  Score: Raw -1638099.153878 + Penalty 3093.603662 = -1635005.550216
  nChanged 14
		SP:Iteration 69Q (24053.280000 sec): 3 clusters
  Score: Raw -1638102.922646 + Penalty 3093.603662 = -1635009.318984
  nChanged 9
		SP:Iteration 70Q (24053.620000 sec): 3 clusters
  Score: Raw -1638105.201315 + Penalty 3093.603662 = -1635011.597653
  nChanged 9
		SP:Iteration 71Q (24053.810000 sec): 3 clusters
  Score: Raw -1638108.396770 + Penalty 3093.603662 = -1635014.793108
  nChanged 15
		SP:Iteration 72Q (24054.080000 sec): 3 clusters
  Score: Raw -1638111.684373 + Penalty 3093.603662 = -1635018.080711
  nChanged 9
		SP:Iteration 73Q (24054.300000 sec): 3 clusters
  Score: Raw -1638113.626260 + Penalty 3093.603662 = -1635020.022598
  nChanged 7
		SP:Iteration 74Q (24054.600000 sec): 3 clusters
  Score: Raw -1638114.862582 + Penalty 3093.603662 = -1635021.258920
  nChanged 6
		SP:Iteration 75Q (24054.820000 sec): 3 clusters
  Score: Raw -1638116.793743 + Penalty 3093.603662 = -1635023.190081
  nChanged 5
		SP:Iteration 76Q (24055.100000 sec): 3 clusters
  Score: Raw -1638118.083702 + Penalty 3093.603662 = -1635024.480040
  nChanged 7
		SP:Iteration 77Q (24055.360000 sec): 3 clusters
  Score: Raw -1638119.427745 + Penalty 3093.603662 = -1635025.824084
  nChanged 4
		SP:Iteration 78Q (24055.540000 sec): 3 clusters
  Score: Raw -1638120.229356 + Penalty 3093.603662 = -1635026.625694
  nChanged 5
		SP:Iteration 79Q (24055.790000 sec): 3 clusters
  Score: Raw -1638121.046699 + Penalty 3093.603662 = -1635027.443038
  nChanged 4
		SP:Iteration 80F (24056.050000 sec): 3 clusters
  Score: Raw -1638121.642297 + Penalty 3093.603662 = -1635028.038635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (40824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24056.360000 sec): 2 clusters
  Score: Raw -4635082.340803 + Penalty 1725.266631 = -4633357.074172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24056.750000 sec): 3 clusters
  Score: Raw -4609570.741078 + Penalty 3450.533262 = -4606120.207815
  nChanged 18927
		SP:Iteration 1F (24057.090000 sec): 3 clusters
  Score: Raw -4620674.181781 + Penalty 3450.533262 = -4617223.648519
  nChanged 2154
		SP:Iteration 2F (24057.490000 sec): 3 clusters
  Score: Raw -4621538.841929 + Penalty 3450.533262 = -4618088.308666
  nChanged 2178
		SP:Iteration 3F (24057.900000 sec): 3 clusters
  Score: Raw -4622540.709501 + Penalty 3450.533262 = -4619090.176239
  nChanged 2280
		SP:Iteration 4F (24058.390000 sec): 3 clusters
  Score: Raw -4623631.017411 + Penalty 3450.533262 = -4620180.484148
  nChanged 2283
		SP:Iteration 5F (24058.770000 sec): 3 clusters
  Score: Raw -4624757.267418 + Penalty 3450.533262 = -4621306.734156
  nChanged 2205
		SP:Iteration 6F (24059.160000 sec): 3 clusters
  Score: Raw -4625926.583303 + Penalty 3450.533262 = -4622476.050040
  nChanged 2136
		SP:Iteration 7F (24059.490000 sec): 3 clusters
  Score: Raw -4627144.663868 + Penalty 3450.533262 = -4623694.130605
  nChanged 2012
		SP:Iteration 8Q (24059.910000 sec): 3 clusters
  Score: Raw -4628307.889106 + Penalty 3450.533262 = -4624857.355844
  nChanged 1821
		SP:Iteration 9Q (24060.340000 sec): 3 clusters
  Score: Raw -4629402.991996 + Penalty 3450.533262 = -4625952.458734
  nChanged 1675
		SP:Iteration 10Q (24060.720000 sec): 3 clusters
  Score: Raw -4630471.588486 + Penalty 3450.533262 = -4627021.055224
  nChanged 1470
		SP:Iteration 11Q (24061.100000 sec): 3 clusters
  Score: Raw -4631419.269485 + Penalty 3450.533262 = -4627968.736223
  nChanged 1332
		SP:Iteration 12Q (24061.500000 sec): 3 clusters
  Score: Raw -4632188.741720 + Penalty 3450.533262 = -4628738.208458
  nChanged 1089
		SP:Iteration 13Q (24061.890000 sec): 3 clusters
  Score: Raw -4632778.987274 + Penalty 3450.533262 = -4629328.454011
  nChanged 880
		SP:Iteration 14Q (24062.310000 sec): 3 clusters
  Score: Raw -4633218.704279 + Penalty 3450.533262 = -4629768.171016
  nChanged 743
		SP:Iteration 15Q (24062.680000 sec): 3 clusters
  Score: Raw -4633564.676534 + Penalty 3450.533262 = -4630114.143271
  nChanged 696
		SP:Iteration 16Q (24063.070000 sec): 3 clusters
  Score: Raw -4633880.689622 + Penalty 3450.533262 = -4630430.156360
  nChanged 648
		SP:Iteration 17Q (24063.380000 sec): 3 clusters
  Score: Raw -4634162.698894 + Penalty 3450.533262 = -4630712.165631
  nChanged 582
		SP:Iteration 18Q (24063.760000 sec): 3 clusters
  Score: Raw -4634415.657021 + Penalty 3450.533262 = -4630965.123758
  nChanged 537
		SP:Iteration 19Q (24064.140000 sec): 3 clusters
  Score: Raw -4634627.324079 + Penalty 3450.533262 = -4631176.790817
  nChanged 459
		SP:Iteration 20F (24064.510000 sec): 3 clusters
  Score: Raw -4634798.512364 + Penalty 3450.533262 = -4631347.979102
  nChanged 390
		SP:Iteration 21Q (24064.910000 sec): 3 clusters
  Score: Raw -4634928.348587 + Penalty 3450.533262 = -4631477.815325
  nChanged 354
		SP:Iteration 22Q (24065.310000 sec): 3 clusters
  Score: Raw -4635032.841849 + Penalty 3450.533262 = -4631582.308587
  nChanged 286
		SP:Iteration 23Q (24065.680000 sec): 3 clusters
  Score: Raw -4635108.373590 + Penalty 3450.533262 = -4631657.840327
  nChanged 271
		SP:Iteration 24Q (24066.070000 sec): 3 clusters
  Score: Raw -4635174.754068 + Penalty 3450.533262 = -4631724.220806
  nChanged 230
		SP:Iteration 25Q (24066.460000 sec): 3 clusters
  Score: Raw -4635224.921074 + Penalty 3450.533262 = -4631774.387812
  nChanged 206
		SP:Iteration 26Q (24066.810000 sec): 3 clusters
  Score: Raw -4635266.903021 + Penalty 3450.533262 = -4631816.369759
  nChanged 184
		SP:Iteration 27Q (24067.160000 sec): 3 clusters
  Score: Raw -4635301.752422 + Penalty 3450.533262 = -4631851.219160
  nChanged 181
		SP:Iteration 28Q (24067.530000 sec): 3 clusters
  Score: Raw -4635338.364436 + Penalty 3450.533262 = -4631887.831174
  nChanged 200
		SP:Iteration 29Q (24067.880000 sec): 3 clusters
  Score: Raw -4635374.698953 + Penalty 3450.533262 = -4631924.165691
  nChanged 162
		SP:Iteration 30Q (24068.260000 sec): 3 clusters
  Score: Raw -4635404.060828 + Penalty 3450.533262 = -4631953.527566
  nChanged 155
		SP:Iteration 31Q (24068.590000 sec): 3 clusters
  Score: Raw -4635430.718036 + Penalty 3450.533262 = -4631980.184774
  nChanged 136
		SP:Iteration 32Q (24068.950000 sec): 3 clusters
  Score: Raw -4635452.927444 + Penalty 3450.533262 = -4632002.394181
  nChanged 123
		SP:Iteration 33Q (24069.330000 sec): 3 clusters
  Score: Raw -4635471.137547 + Penalty 3450.533262 = -4632020.604284
  nChanged 110
		SP:Iteration 34Q (24069.720000 sec): 3 clusters
  Score: Raw -4635486.405821 + Penalty 3450.533262 = -4632035.872559
  nChanged 108
		SP:Iteration 35Q (24070.060000 sec): 3 clusters
  Score: Raw -4635503.065164 + Penalty 3450.533262 = -4632052.531902
  nChanged 83
		SP:Iteration 36Q (24070.410000 sec): 3 clusters
  Score: Raw -4635513.511320 + Penalty 3450.533262 = -4632062.978058
  nChanged 91
		SP:Iteration 37Q (24070.840000 sec): 3 clusters
  Score: Raw -4635524.720481 + Penalty 3450.533262 = -4632074.187219
  nChanged 88
		SP:Iteration 38Q (24071.160000 sec): 3 clusters
  Score: Raw -4635534.644035 + Penalty 3450.533262 = -4632084.110773
  nChanged 86
		SP:Iteration 39Q (24071.590000 sec): 3 clusters
  Score: Raw -4635544.075357 + Penalty 3450.533262 = -4632093.542095
  nChanged 75
		SP:Iteration 40F (24071.940000 sec): 3 clusters
  Score: Raw -4635551.273612 + Penalty 3450.533262 = -4632100.740350
  nChanged 65
		SP:Iteration 41Q (24072.320000 sec): 3 clusters
  Score: Raw -4635558.073120 + Penalty 3450.533262 = -4632107.539858
  nChanged 52
		SP:Iteration 42Q (24072.770000 sec): 3 clusters
  Score: Raw -4635562.960653 + Penalty 3450.533262 = -4632112.427390
  nChanged 55
		SP:Iteration 43Q (24073.210000 sec): 3 clusters
  Score: Raw -4635569.341498 + Penalty 3450.533262 = -4632118.808235
  nChanged 63
		SP:Iteration 44Q (24073.690000 sec): 3 clusters
  Score: Raw -4635577.101082 + Penalty 3450.533262 = -4632126.567820
  nChanged 68
		SP:Iteration 45Q (24074.130000 sec): 3 clusters
  Score: Raw -4635584.270266 + Penalty 3450.533262 = -4632133.737003
  nChanged 70
		SP:Iteration 46Q (24074.530000 sec): 3 clusters
  Score: Raw -4635592.362433 + Penalty 3450.533262 = -4632141.829171
  nChanged 63
		SP:Iteration 47Q (24074.890000 sec): 3 clusters
  Score: Raw -4635599.669584 + Penalty 3450.533262 = -4632149.136322
  nChanged 59
		SP:Iteration 48Q (24075.280000 sec): 3 clusters
  Score: Raw -4635606.446337 + Penalty 3450.533262 = -4632155.913074
  nChanged 53
		SP:Iteration 49Q (24075.660000 sec): 3 clusters
  Score: Raw -4635612.744262 + Penalty 3450.533262 = -4632162.211000
  nChanged 53
		SP:Iteration 50Q (24076.100000 sec): 3 clusters
  Score: Raw -4635618.704204 + Penalty 3450.533262 = -4632168.170941
  nChanged 49
		SP:Iteration 51Q (24076.460000 sec): 3 clusters
  Score: Raw -4635624.450727 + Penalty 3450.533262 = -4632173.917464
  nChanged 46
		SP:Iteration 52Q (24076.830000 sec): 3 clusters
  Score: Raw -4635628.621328 + Penalty 3450.533262 = -4632178.088065
  nChanged 38
		SP:Iteration 53Q (24077.120000 sec): 3 clusters
  Score: Raw -4635631.783266 + Penalty 3450.533262 = -4632181.250004
  nChanged 37
		SP:Iteration 54Q (24077.520000 sec): 3 clusters
  Score: Raw -4635635.509739 + Penalty 3450.533262 = -4632184.976477
  nChanged 39
		SP:Iteration 55Q (24077.900000 sec): 3 clusters
  Score: Raw -4635638.725522 + Penalty 3450.533262 = -4632188.192259
  nChanged 35
		SP:Iteration 56Q (24078.240000 sec): 3 clusters
  Score: Raw -4635641.771178 + Penalty 3450.533262 = -4632191.237915
  nChanged 30
		SP:Iteration 57Q (24078.620000 sec): 3 clusters
  Score: Raw -4635644.681080 + Penalty 3450.533262 = -4632194.147817
  nChanged 38
		SP:Iteration 58Q (24078.960000 sec): 3 clusters
  Score: Raw -4635648.683279 + Penalty 3450.533262 = -4632198.150017
  nChanged 46
		SP:Iteration 59Q (24079.350000 sec): 3 clusters
  Score: Raw -4635654.117346 + Penalty 3450.533262 = -4632203.584083
  nChanged 46
		SP:Iteration 60F (24079.740000 sec): 3 clusters
  Score: Raw -4635658.402905 + Penalty 3450.533262 = -4632207.869642
  nChanged 33
		SP:Iteration 61Q (24080.140000 sec): 3 clusters
  Score: Raw -4635660.767820 + Penalty 3450.533262 = -4632210.234558
  nChanged 30
		SP:Iteration 62Q (24080.510000 sec): 3 clusters
  Score: Raw -4635663.325138 + Penalty 3450.533262 = -4632212.791875
  nChanged 27
		SP:Iteration 63Q (24080.870000 sec): 3 clusters
  Score: Raw -4635665.721023 + Penalty 3450.533262 = -4632215.187760
  nChanged 34
		SP:Iteration 64Q (24081.290000 sec): 3 clusters
  Score: Raw -4635668.734368 + Penalty 3450.533262 = -4632218.201106
  nChanged 33
		SP:Iteration 65Q (24081.680000 sec): 3 clusters
  Score: Raw -4635671.418582 + Penalty 3450.533262 = -4632220.885320
  nChanged 35
		SP:Iteration 66Q (24082.060000 sec): 3 clusters
  Score: Raw -4635675.294243 + Penalty 3450.533262 = -4632224.760981
  nChanged 46
		SP:Iteration 67Q (24082.400000 sec): 3 clusters
  Score: Raw -4635679.684002 + Penalty 3450.533262 = -4632229.150739
  nChanged 43
		SP:Iteration 68Q (24082.730000 sec): 3 clusters
  Score: Raw -4635685.144684 + Penalty 3450.533262 = -4632234.611421
  nChanged 46
		SP:Iteration 69Q (24083.160000 sec): 3 clusters
  Score: Raw -4635690.606225 + Penalty 3450.533262 = -4632240.072962
  nChanged 39
		SP:Iteration 70Q (24083.490000 sec): 3 clusters
  Score: Raw -4635694.792355 + Penalty 3450.533262 = -4632244.259093
  nChanged 39
		SP:Iteration 71Q (24083.830000 sec): 3 clusters
  Score: Raw -4635698.492896 + Penalty 3450.533262 = -4632247.959634
  nChanged 28
		SP:Iteration 72Q (24084.190000 sec): 3 clusters
  Score: Raw -4635700.555106 + Penalty 3450.533262 = -4632250.021843
  nChanged 20
		SP:Iteration 73Q (24084.570000 sec): 3 clusters
  Score: Raw -4635702.451553 + Penalty 3450.533262 = -4632251.918291
  nChanged 27
		SP:Iteration 74Q (24084.950000 sec): 3 clusters
  Score: Raw -4635705.474723 + Penalty 3450.533262 = -4632254.941460
  nChanged 30
		SP:Iteration 75Q (24085.260000 sec): 3 clusters
  Score: Raw -4635708.183525 + Penalty 3450.533262 = -4632257.650262
  nChanged 32
		SP:Iteration 76Q (24085.620000 sec): 3 clusters
  Score: Raw -4635711.386843 + Penalty 3450.533262 = -4632260.853580
  nChanged 37
		SP:Iteration 77Q (24085.950000 sec): 3 clusters
  Score: Raw -4635714.997070 + Penalty 3450.533262 = -4632264.463808
  nChanged 31
		SP:Iteration 78Q (24086.330000 sec): 3 clusters
  Score: Raw -4635718.050370 + Penalty 3450.533262 = -4632267.517107
  nChanged 25
		SP:Iteration 79Q (24086.700000 sec): 3 clusters
  Score: Raw -4635720.553364 + Penalty 3450.533262 = -4632270.020102
  nChanged 27
		SP:Iteration 80F (24087.050000 sec): 3 clusters
  Score: Raw -4635723.127614 + Penalty 3450.533262 = -4632272.594352
  nChanged 30
		SP:Iteration 81Q (24087.390000 sec): 3 clusters
  Score: Raw -4635726.245751 + Penalty 3450.533262 = -4632275.712489
  nChanged 40
		SP:Iteration 82Q (24087.770000 sec): 3 clusters
  Score: Raw -4635729.870877 + Penalty 3450.533262 = -4632279.337615
  nChanged 33
		SP:Iteration 83Q (24088.130000 sec): 3 clusters
  Score: Raw -4635733.312876 + Penalty 3450.533262 = -4632282.779613
  nChanged 39
		SP:Iteration 84Q (24088.510000 sec): 3 clusters
  Score: Raw -4635737.383729 + Penalty 3450.533262 = -4632286.850466
  nChanged 27
		SP:Iteration 85Q (24088.810000 sec): 3 clusters
  Score: Raw -4635740.100854 + Penalty 3450.533262 = -4632289.567592
  nChanged 30
		SP:Iteration 86Q (24089.230000 sec): 3 clusters
  Score: Raw -4635743.421307 + Penalty 3450.533262 = -4632292.888045
  nChanged 25
		SP:Iteration 87Q (24089.570000 sec): 3 clusters
  Score: Raw -4635745.548685 + Penalty 3450.533262 = -4632295.015422
  nChanged 24
		SP:Iteration 88Q (24089.890000 sec): 3 clusters
  Score: Raw -4635747.932448 + Penalty 3450.533262 = -4632297.399185
  nChanged 20
		SP:Iteration 89Q (24090.270000 sec): 3 clusters
  Score: Raw -4635750.013066 + Penalty 3450.533262 = -4632299.479804
  nChanged 30
		SP:Iteration 90Q (24090.640000 sec): 3 clusters
  Score: Raw -4635753.255318 + Penalty 3450.533262 = -4632302.722056
  nChanged 20
		SP:Iteration 91Q (24090.990000 sec): 3 clusters
  Score: Raw -4635755.743576 + Penalty 3450.533262 = -4632305.210314
  nChanged 24
		SP:Iteration 92Q (24091.370000 sec): 3 clusters
  Score: Raw -4635758.268625 + Penalty 3450.533262 = -4632307.735362
  nChanged 24
		SP:Iteration 93Q (24091.750000 sec): 3 clusters
  Score: Raw -4635760.075015 + Penalty 3450.533262 = -4632309.541752
  nChanged 14
		SP:Iteration 94Q (24092.070000 sec): 3 clusters
  Score: Raw -4635761.295928 + Penalty 3450.533262 = -4632310.762666
  nChanged 16
		SP:Iteration 95Q (24092.440000 sec): 3 clusters
  Score: Raw -4635762.985947 + Penalty 3450.533262 = -4632312.452685
  nChanged 19
		SP:Iteration 96Q (24092.810000 sec): 3 clusters
  Score: Raw -4635765.200599 + Penalty 3450.533262 = -4632314.667336
  nChanged 21
		SP:Iteration 97Q (24093.170000 sec): 3 clusters
  Score: Raw -4635767.268503 + Penalty 3450.533262 = -4632316.735240
  nChanged 25
		SP:Iteration 98Q (24093.520000 sec): 3 clusters
  Score: Raw -4635770.253681 + Penalty 3450.533262 = -4632319.720418
  nChanged 18
		SP:Iteration 99Q (24093.920000 sec): 3 clusters
  Score: Raw -4635771.896105 + Penalty 3450.533262 = -4632321.362842
  nChanged 17
		SP:Iteration 100F (24094.230000 sec): 3 clusters
  Score: Raw -4635773.242576 + Penalty 3450.533262 = -4632322.709314
  nChanged 11
		SP:Iteration 101Q (24094.580000 sec): 3 clusters
  Score: Raw -4635773.924620 + Penalty 3450.533262 = -4632323.391358
  nChanged 9
		SP:Iteration 102Q (24094.930000 sec): 3 clusters
  Score: Raw -4635774.494422 + Penalty 3450.533262 = -4632323.961159
  nChanged 8
		SP:Iteration 103Q (24095.310000 sec): 3 clusters
  Score: Raw -4635774.992603 + Penalty 3450.533262 = -4632324.459341
  nChanged 10
		SP:Iteration 104Q (24095.660000 sec): 3 clusters
  Score: Raw -4635775.904436 + Penalty 3450.533262 = -4632325.371174
  nChanged 9
		SP:Iteration 105Q (24096.050000 sec): 3 clusters
  Score: Raw -4635776.729058 + Penalty 3450.533262 = -4632326.195796
  nChanged 12
		SP:Iteration 106Q (24096.410000 sec): 3 clusters
  Score: Raw -4635777.763432 + Penalty 3450.533262 = -4632327.230170
  nChanged 14
		SP:Iteration 107Q (24096.800000 sec): 3 clusters
  Score: Raw -4635778.915995 + Penalty 3450.533262 = -4632328.382733
  nChanged 14
		SP:Iteration 108Q (24097.180000 sec): 3 clusters
  Score: Raw -4635780.018067 + Penalty 3450.533262 = -4632329.484805
  nChanged 11
		SP:Iteration 109Q (24097.620000 sec): 3 clusters
  Score: Raw -4635781.081730 + Penalty 3450.533262 = -4632330.548468
  nChanged 13
		SP:Iteration 110Q (24098.010000 sec): 3 clusters
  Score: Raw -4635782.402026 + Penalty 3450.533262 = -4632331.868764
  nChanged 12
		SP:Iteration 111Q (24098.430000 sec): 3 clusters
  Score: Raw -4635783.558165 + Penalty 3450.533262 = -4632333.024902
  nChanged 21
		SP:Iteration 112Q (24098.820000 sec): 3 clusters
  Score: Raw -4635785.529187 + Penalty 3450.533262 = -4632334.995924
  nChanged 20
		SP:Iteration 113Q (24099.200000 sec): 3 clusters
  Score: Raw -4635787.384730 + Penalty 3450.533262 = -4632336.851468
  nChanged 22
		SP:Iteration 114Q (24099.580000 sec): 3 clusters
  Score: Raw -4635789.377141 + Penalty 3450.533262 = -4632338.843878
  nChanged 20
		SP:Iteration 115Q (24099.960000 sec): 3 clusters
  Score: Raw -4635791.534845 + Penalty 3450.533262 = -4632341.001582
  nChanged 17
		SP:Iteration 116Q (24100.370000 sec): 3 clusters
  Score: Raw -4635792.863895 + Penalty 3450.533262 = -4632342.330633
  nChanged 10
		SP:Iteration 117Q (24100.770000 sec): 3 clusters
  Score: Raw -4635794.156113 + Penalty 3450.533262 = -4632343.622851
  nChanged 20
		SP:Iteration 118Q (24101.130000 sec): 3 clusters
  Score: Raw -4635797.371162 + Penalty 3450.533262 = -4632346.837899
  nChanged 24
		SP:Iteration 119Q (24101.510000 sec): 3 clusters
  Score: Raw -4635800.021118 + Penalty 3450.533262 = -4632349.487856
  nChanged 20
		SP:Iteration 120F (24101.860000 sec): 3 clusters
  Score: Raw -4635803.079061 + Penalty 3450.533262 = -4632352.545799
  nChanged 29
		SP:Iteration 121Q (24102.260000 sec): 3 clusters
  Score: Raw -4635807.226282 + Penalty 3450.533262 = -4632356.693019
  nChanged 36
		SP:Iteration 122Q (24102.700000 sec): 3 clusters
  Score: Raw -4635812.763579 + Penalty 3450.533262 = -4632362.230316
  nChanged 44
		SP:Iteration 123Q (24103.030000 sec): 3 clusters
  Score: Raw -4635818.850801 + Penalty 3450.533262 = -4632368.317539
  nChanged 39
		SP:Iteration 124Q (24103.380000 sec): 3 clusters
  Score: Raw -4635825.976236 + Penalty 3450.533262 = -4632375.442974
  nChanged 39
		SP:Iteration 125Q (24103.690000 sec): 3 clusters
  Score: Raw -4635832.303903 + Penalty 3450.533262 = -4632381.770641
  nChanged 52
		SP:Iteration 126Q (24104.090000 sec): 3 clusters
  Score: Raw -4635839.959783 + Penalty 3450.533262 = -4632389.426520
  nChanged 45
		SP:Iteration 127Q (24104.410000 sec): 3 clusters
  Score: Raw -4635846.669863 + Penalty 3450.533262 = -4632396.136601
  nChanged 47
		SP:Iteration 128Q (24104.790000 sec): 3 clusters
  Score: Raw -4635854.225669 + Penalty 3450.533262 = -4632403.692407
  nChanged 44
		SP:Iteration 129Q (24105.120000 sec): 3 clusters
  Score: Raw -4635860.580808 + Penalty 3450.533262 = -4632410.047545
  nChanged 43
		SP:Iteration 130Q (24105.480000 sec): 3 clusters
  Score: Raw -4635867.156032 + Penalty 3450.533262 = -4632416.622770
  nChanged 46
		SP:Iteration 131Q (24105.840000 sec): 3 clusters
  Score: Raw -4635874.097434 + Penalty 3450.533262 = -4632423.564171
  nChanged 37
		SP:Iteration 132Q (24106.210000 sec): 3 clusters
  Score: Raw -4635879.626467 + Penalty 3450.533262 = -4632429.093205
  nChanged 35
		SP:Iteration 133Q (24106.520000 sec): 3 clusters
  Score: Raw -4635884.442836 + Penalty 3450.533262 = -4632433.909574
  nChanged 43
		SP:Iteration 134Q (24106.880000 sec): 3 clusters
  Score: Raw -4635889.907877 + Penalty 3450.533262 = -4632439.374614
  nChanged 37
		SP:Iteration 135Q (24107.240000 sec): 3 clusters
  Score: Raw -4635893.841416 + Penalty 3450.533262 = -4632443.308154
  nChanged 29
		SP:Iteration 136Q (24107.610000 sec): 3 clusters
  Score: Raw -4635897.600579 + Penalty 3450.533262 = -4632447.067317
  nChanged 26
		SP:Iteration 137Q (24107.960000 sec): 3 clusters
  Score: Raw -4635901.279295 + Penalty 3450.533262 = -4632450.746033
  nChanged 26
		SP:Iteration 138Q (24108.250000 sec): 3 clusters
  Score: Raw -4635903.702800 + Penalty 3450.533262 = -4632453.169538
  nChanged 23
		SP:Iteration 139Q (24108.630000 sec): 3 clusters
  Score: Raw -4635906.069997 + Penalty 3450.533262 = -4632455.536734
  nChanged 20
		SP:Iteration 140F (24109.020000 sec): 3 clusters
  Score: Raw -4635907.671671 + Penalty 3450.533262 = -4632457.138409
  nChanged 9
		SP:Iteration 141Q (24109.360000 sec): 3 clusters
  Score: Raw -4635908.475763 + Penalty 3450.533262 = -4632457.942501
  nChanged 8
		SP:Iteration 142Q (24109.720000 sec): 3 clusters
  Score: Raw -4635909.116778 + Penalty 3450.533262 = -4632458.583516
  nChanged 8
		SP:Iteration 143Q (24110.130000 sec): 3 clusters
  Score: Raw -4635909.780489 + Penalty 3450.533262 = -4632459.247227
  nChanged 7
		SP:Iteration 144Q (24110.510000 sec): 3 clusters
  Score: Raw -4635910.199465 + Penalty 3450.533262 = -4632459.666202
  nChanged 2
		SP:Iteration 145Q (24110.860000 sec): 3 clusters
  Score: Raw -4635910.315672 + Penalty 3450.533262 = -4632459.782410
  nChanged 3
		SP:Iteration 146Q (24111.220000 sec): 3 clusters
  Score: Raw -4635910.553082 + Penalty 3450.533262 = -4632460.019820
  nChanged 2
		SP:Iteration 147Q (24111.560000 sec): 3 clusters
  Score: Raw -4635910.722714 + Penalty 3450.533262 = -4632460.189451
  nChanged 0
		SP:Iteration 148F (24111.970000 sec): 3 clusters
  Score: Raw -4635910.722714 + Penalty 3450.533262 = -4632460.189451
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (17114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24112.160000 sec): 2 clusters
  Score: Raw -1960098.072315 + Penalty 1583.993470 = -1958514.078846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24112.490000 sec): 3 clusters
  Score: Raw -1950014.015173 + Penalty 3167.986939 = -1946846.028234
  nChanged 7692
		SP:Iteration 1F (24112.780000 sec): 3 clusters
  Score: Raw -1954253.542945 + Penalty 3167.986939 = -1951085.556006
  nChanged 1012
		SP:Iteration 2F (24113.010000 sec): 3 clusters
  Score: Raw -1954721.856206 + Penalty 3167.986939 = -1951553.869266
  nChanged 948
		SP:Iteration 3F (24113.340000 sec): 3 clusters
  Score: Raw -1955154.417010 + Penalty 3167.986939 = -1951986.430071
  nChanged 911
		SP:Iteration 4F (24113.660000 sec): 3 clusters
  Score: Raw -1955636.536353 + Penalty 3167.986939 = -1952468.549413
  nChanged 913
		SP:Iteration 5F (24113.920000 sec): 3 clusters
  Score: Raw -1956195.119415 + Penalty 3167.986939 = -1953027.132475
  nChanged 900
		SP:Iteration 6F (24114.220000 sec): 3 clusters
  Score: Raw -1956762.336915 + Penalty 3167.986939 = -1953594.349976
  nChanged 849
		SP:Iteration 7Q (24114.530000 sec): 3 clusters
  Score: Raw -1957311.887965 + Penalty 3167.986939 = -1954143.901026
  nChanged 835
		SP:Iteration 8Q (24114.820000 sec): 3 clusters
  Score: Raw -1957834.284863 + Penalty 3167.986939 = -1954666.297924
  nChanged 743
		SP:Iteration 9Q (24115.100000 sec): 3 clusters
  Score: Raw -1958277.875004 + Penalty 3167.986939 = -1955109.888065
  nChanged 606
		SP:Iteration 10Q (24115.430000 sec): 3 clusters
  Score: Raw -1958578.939190 + Penalty 3167.986939 = -1955410.952251
  nChanged 455
		SP:Iteration 11Q (24115.740000 sec): 3 clusters
  Score: Raw -1958759.583395 + Penalty 3167.986939 = -1955591.596455
  nChanged 355
		SP:Iteration 12Q (24116.020000 sec): 3 clusters
  Score: Raw -1958878.144736 + Penalty 3167.986939 = -1955710.157796
  nChanged 278
		SP:Iteration 13Q (24116.280000 sec): 3 clusters
  Score: Raw -1958968.261018 + Penalty 3167.986939 = -1955800.274079
  nChanged 225
		SP:Iteration 14Q (24116.610000 sec): 3 clusters
  Score: Raw -1959042.837797 + Penalty 3167.986939 = -1955874.850858
  nChanged 210
		SP:Iteration 15Q (24116.920000 sec): 3 clusters
  Score: Raw -1959110.986381 + Penalty 3167.986939 = -1955942.999441
  nChanged 188
		SP:Iteration 16Q (24117.180000 sec): 3 clusters
  Score: Raw -1959161.467307 + Penalty 3167.986939 = -1955993.480368
  nChanged 158
		SP:Iteration 17Q (24117.510000 sec): 3 clusters
  Score: Raw -1959201.116476 + Penalty 3167.986939 = -1956033.129537
  nChanged 171
		SP:Iteration 18Q (24117.770000 sec): 3 clusters
  Score: Raw -1959248.793506 + Penalty 3167.986939 = -1956080.806566
  nChanged 159
		SP:Iteration 19Q (24118.040000 sec): 3 clusters
  Score: Raw -1959288.128066 + Penalty 3167.986939 = -1956120.141127
  nChanged 141
		SP:Iteration 20F (24118.290000 sec): 3 clusters
  Score: Raw -1959315.265244 + Penalty 3167.986939 = -1956147.278305
  nChanged 108
		SP:Iteration 21Q (24118.580000 sec): 3 clusters
  Score: Raw -1959334.627797 + Penalty 3167.986939 = -1956166.640857
  nChanged 106
		SP:Iteration 22Q (24118.820000 sec): 3 clusters
  Score: Raw -1959355.241651 + Penalty 3167.986939 = -1956187.254711
  nChanged 99
		SP:Iteration 23Q (24119.100000 sec): 3 clusters
  Score: Raw -1959375.098788 + Penalty 3167.986939 = -1956207.111849
  nChanged 105
		SP:Iteration 24Q (24119.350000 sec): 3 clusters
  Score: Raw -1959393.841385 + Penalty 3167.986939 = -1956225.854445
  nChanged 104
		SP:Iteration 25Q (24119.670000 sec): 3 clusters
  Score: Raw -1959411.029589 + Penalty 3167.986939 = -1956243.042650
  nChanged 86
		SP:Iteration 26Q (24119.980000 sec): 3 clusters
  Score: Raw -1959424.438086 + Penalty 3167.986939 = -1956256.451146
  nChanged 63
		SP:Iteration 27Q (24120.270000 sec): 3 clusters
  Score: Raw -1959432.802477 + Penalty 3167.986939 = -1956264.815537
  nChanged 61
		SP:Iteration 28Q (24120.550000 sec): 3 clusters
  Score: Raw -1959440.688163 + Penalty 3167.986939 = -1956272.701224
  nChanged 49
		SP:Iteration 29Q (24120.810000 sec): 3 clusters
  Score: Raw -1959447.195007 + Penalty 3167.986939 = -1956279.208068
  nChanged 52
		SP:Iteration 30Q (24121.080000 sec): 3 clusters
  Score: Raw -1959453.249074 + Penalty 3167.986939 = -1956285.262134
  nChanged 40
		SP:Iteration 31Q (24121.350000 sec): 3 clusters
  Score: Raw -1959458.977391 + Penalty 3167.986939 = -1956290.990451
  nChanged 48
		SP:Iteration 32Q (24121.630000 sec): 3 clusters
  Score: Raw -1959464.741141 + Penalty 3167.986939 = -1956296.754201
  nChanged 40
		SP:Iteration 33Q (24121.870000 sec): 3 clusters
  Score: Raw -1959469.312340 + Penalty 3167.986939 = -1956301.325401
  nChanged 38
		SP:Iteration 34Q (24122.200000 sec): 3 clusters
  Score: Raw -1959474.053097 + Penalty 3167.986939 = -1956306.066158
  nChanged 42
		SP:Iteration 35Q (24122.430000 sec): 3 clusters
  Score: Raw -1959480.564995 + Penalty 3167.986939 = -1956312.578056
  nChanged 52
		SP:Iteration 36Q (24122.710000 sec): 3 clusters
  Score: Raw -1959489.491843 + Penalty 3167.986939 = -1956321.504904
  nChanged 59
		SP:Iteration 37Q (24122.990000 sec): 3 clusters
  Score: Raw -1959500.917970 + Penalty 3167.986939 = -1956332.931031
  nChanged 78
		SP:Iteration 38Q (24123.250000 sec): 3 clusters
  Score: Raw -1959516.030167 + Penalty 3167.986939 = -1956348.043227
  nChanged 78
		SP:Iteration 39Q (24123.520000 sec): 3 clusters
  Score: Raw -1959531.550211 + Penalty 3167.986939 = -1956363.563271
  nChanged 72
		SP:Iteration 40F (24123.770000 sec): 3 clusters
  Score: Raw -1959544.064105 + Penalty 3167.986939 = -1956376.077166
  nChanged 77
		SP:Iteration 41Q (24124.060000 sec): 3 clusters
  Score: Raw -1959558.415241 + Penalty 3167.986939 = -1956390.428302
  nChanged 78
		SP:Iteration 42Q (24124.320000 sec): 3 clusters
  Score: Raw -1959570.018612 + Penalty 3167.986939 = -1956402.031672
  nChanged 67
		SP:Iteration 43Q (24124.590000 sec): 3 clusters
  Score: Raw -1959580.431102 + Penalty 3167.986939 = -1956412.444163
  nChanged 62
		SP:Iteration 44Q (24124.870000 sec): 3 clusters
  Score: Raw -1959589.685094 + Penalty 3167.986939 = -1956421.698155
  nChanged 67
		SP:Iteration 45Q (24125.170000 sec): 3 clusters
  Score: Raw -1959600.481139 + Penalty 3167.986939 = -1956432.494200
  nChanged 67
		SP:Iteration 46Q (24125.430000 sec): 3 clusters
  Score: Raw -1959611.098415 + Penalty 3167.986939 = -1956443.111476
  nChanged 67
		SP:Iteration 47Q (24125.670000 sec): 3 clusters
  Score: Raw -1959621.394116 + Penalty 3167.986939 = -1956453.407177
  nChanged 62
		SP:Iteration 48Q (24125.930000 sec): 3 clusters
  Score: Raw -1959632.640130 + Penalty 3167.986939 = -1956464.653191
  nChanged 61
		SP:Iteration 49Q (24126.170000 sec): 3 clusters
  Score: Raw -1959643.574156 + Penalty 3167.986939 = -1956475.587217
  nChanged 65
		SP:Iteration 50Q (24126.470000 sec): 3 clusters
  Score: Raw -1959654.059923 + Penalty 3167.986939 = -1956486.072984
  nChanged 68
		SP:Iteration 51Q (24126.730000 sec): 3 clusters
  Score: Raw -1959664.344636 + Penalty 3167.986939 = -1956496.357697
  nChanged 71
		SP:Iteration 52Q (24127.010000 sec): 3 clusters
  Score: Raw -1959676.103640 + Penalty 3167.986939 = -1956508.116701
  nChanged 81
		SP:Iteration 53Q (24127.290000 sec): 3 clusters
  Score: Raw -1959694.150945 + Penalty 3167.986939 = -1956526.164005
  nChanged 81
		SP:Iteration 54Q (24127.550000 sec): 3 clusters
  Score: Raw -1959711.728785 + Penalty 3167.986939 = -1956543.741845
  nChanged 93
		SP:Iteration 55Q (24127.810000 sec): 3 clusters
  Score: Raw -1959732.855974 + Penalty 3167.986939 = -1956564.869035
  nChanged 94
		SP:Iteration 56Q (24128.020000 sec): 3 clusters
  Score: Raw -1959754.238193 + Penalty 3167.986939 = -1956586.251253
  nChanged 96
		SP:Iteration 57Q (24128.260000 sec): 3 clusters
  Score: Raw -1959772.433283 + Penalty 3167.986939 = -1956604.446343
  nChanged 92
		SP:Iteration 58Q (24128.570000 sec): 3 clusters
  Score: Raw -1959789.209055 + Penalty 3167.986939 = -1956621.222116
  nChanged 94
		SP:Iteration 59Q (24128.800000 sec): 3 clusters
  Score: Raw -1959806.435352 + Penalty 3167.986939 = -1956638.448413
  nChanged 86
		SP:Iteration 60F (24129.090000 sec): 3 clusters
  Score: Raw -1959821.194055 + Penalty 3167.986939 = -1956653.207115
  nChanged 69
		SP:Iteration 61Q (24129.350000 sec): 3 clusters
  Score: Raw -1959831.652096 + Penalty 3167.986939 = -1956663.665157
  nChanged 76
		SP:Iteration 62Q (24129.610000 sec): 3 clusters
  Score: Raw -1959842.262427 + Penalty 3167.986939 = -1956674.275488
  nChanged 58
		SP:Iteration 63Q (24129.880000 sec): 3 clusters
  Score: Raw -1959849.262655 + Penalty 3167.986939 = -1956681.275716
  nChanged 61
		SP:Iteration 64Q (24130.130000 sec): 3 clusters
  Score: Raw -1959857.373485 + Penalty 3167.986939 = -1956689.386545
  nChanged 49
		SP:Iteration 65Q (24130.420000 sec): 3 clusters
  Score: Raw -1959864.504180 + Penalty 3167.986939 = -1956696.517241
  nChanged 50
		SP:Iteration 66Q (24130.710000 sec): 3 clusters
  Score: Raw -1959870.438725 + Penalty 3167.986939 = -1956702.451786
  nChanged 54
		SP:Iteration 67Q (24131.020000 sec): 3 clusters
  Score: Raw -1959877.275520 + Penalty 3167.986939 = -1956709.288581
  nChanged 58
		SP:Iteration 68Q (24131.270000 sec): 3 clusters
  Score: Raw -1959885.112792 + Penalty 3167.986939 = -1956717.125853
  nChanged 56
		SP:Iteration 69Q (24131.590000 sec): 3 clusters
  Score: Raw -1959891.337421 + Penalty 3167.986939 = -1956723.350482
  nChanged 51
		SP:Iteration 70Q (24131.790000 sec): 3 clusters
  Score: Raw -1959897.342329 + Penalty 3167.986939 = -1956729.355389
  nChanged 43
		SP:Iteration 71Q (24132.040000 sec): 3 clusters
  Score: Raw -1959902.278863 + Penalty 3167.986939 = -1956734.291923
  nChanged 30
		SP:Iteration 72Q (24132.290000 sec): 3 clusters
  Score: Raw -1959905.331589 + Penalty 3167.986939 = -1956737.344650
  nChanged 26
		SP:Iteration 73Q (24132.510000 sec): 3 clusters
  Score: Raw -1959907.543793 + Penalty 3167.986939 = -1956739.556853
  nChanged 22
		SP:Iteration 74Q (24132.770000 sec): 3 clusters
  Score: Raw -1959909.211132 + Penalty 3167.986939 = -1956741.224192
  nChanged 14
		SP:Iteration 75Q (24133.060000 sec): 3 clusters
  Score: Raw -1959910.359509 + Penalty 3167.986939 = -1956742.372570
  nChanged 17
		SP:Iteration 76Q (24133.270000 sec): 3 clusters
  Score: Raw -1959911.968016 + Penalty 3167.986939 = -1956743.981076
  nChanged 17
		SP:Iteration 77Q (24133.510000 sec): 3 clusters
  Score: Raw -1959913.495253 + Penalty 3167.986939 = -1956745.508313
  nChanged 9
		SP:Iteration 78Q (24133.780000 sec): 3 clusters
  Score: Raw -1959914.171883 + Penalty 3167.986939 = -1956746.184944
  nChanged 10
		SP:Iteration 79Q (24134.050000 sec): 3 clusters
  Score: Raw -1959915.193856 + Penalty 3167.986939 = -1956747.206917
  nChanged 9
		SP:Iteration 80F (24134.350000 sec): 3 clusters
  Score: Raw -1959915.801580 + Penalty 3167.986939 = -1956747.814641
  nChanged 5
		SP:Iteration 81Q (24134.620000 sec): 3 clusters
  Score: Raw -1959916.036559 + Penalty 3167.986939 = -1956748.049619
  nChanged 5
		SP:Iteration 82Q (24134.900000 sec): 3 clusters
  Score: Raw -1959916.427446 + Penalty 3167.986939 = -1956748.440507
  nChanged 10
		SP:Iteration 83Q (24135.150000 sec): 3 clusters
  Score: Raw -1959917.070935 + Penalty 3167.986939 = -1956749.083996
  nChanged 7
		SP:Iteration 84Q (24135.420000 sec): 3 clusters
  Score: Raw -1959917.632459 + Penalty 3167.986939 = -1956749.645520
  nChanged 5
		SP:Iteration 85Q (24135.670000 sec): 3 clusters
  Score: Raw -1959918.040650 + Penalty 3167.986939 = -1956750.053710
  nChanged 3
		SP:Iteration 86Q (24135.930000 sec): 3 clusters
  Score: Raw -1959918.256172 + Penalty 3167.986939 = -1956750.269232
  nChanged 6
		SP:Iteration 87Q (24136.210000 sec): 3 clusters
  Score: Raw -1959918.599434 + Penalty 3167.986939 = -1956750.612494
  nChanged 6
		SP:Iteration 88Q (24136.450000 sec): 3 clusters
  Score: Raw -1959919.004542 + Penalty 3167.986939 = -1956751.017603
  nChanged 6
		SP:Iteration 89Q (24136.740000 sec): 3 clusters
  Score: Raw -1959919.329850 + Penalty 3167.986939 = -1956751.342911
  nChanged 2
		SP:Iteration 90Q (24136.990000 sec): 3 clusters
  Score: Raw -1959919.388613 + Penalty 3167.986939 = -1956751.401673
  nChanged 1
		SP:Iteration 91Q (24137.250000 sec): 3 clusters
  Score: Raw -1959919.517990 + Penalty 3167.986939 = -1956751.531051
  nChanged 3
		SP:Iteration 92Q (24137.530000 sec): 3 clusters
  Score: Raw -1959919.725185 + Penalty 3167.986939 = -1956751.738246
  nChanged 3
		SP:Iteration 93Q (24137.820000 sec): 3 clusters
  Score: Raw -1959919.893529 + Penalty 3167.986939 = -1956751.906589
  nChanged 5
		SP:Iteration 94Q (24138.040000 sec): 3 clusters
  Score: Raw -1959920.081838 + Penalty 3167.986939 = -1956752.094898
  nChanged 4
		SP:Iteration 95Q (24138.330000 sec): 3 clusters
  Score: Raw -1959920.247361 + Penalty 3167.986939 = -1956752.260422
  nChanged 4
		SP:Iteration 96Q (24138.590000 sec): 3 clusters
  Score: Raw -1959920.461425 + Penalty 3167.986939 = -1956752.474485
  nChanged 3
		SP:Iteration 97Q (24138.830000 sec): 3 clusters
  Score: Raw -1959920.653915 + Penalty 3167.986939 = -1956752.666976
  nChanged 2
		SP:Iteration 98Q (24139.100000 sec): 3 clusters
  Score: Raw -1959920.751511 + Penalty 3167.986939 = -1956752.764571
  nChanged 1
		SP:Iteration 99Q (24139.380000 sec): 3 clusters
  Score: Raw -1959920.774196 + Penalty 3167.986939 = -1956752.787256
  nChanged 1
		SP:Iteration 100F (24139.640000 sec): 3 clusters
  Score: Raw -1959920.818786 + Penalty 3167.986939 = -1956752.831847
  nChanged 1
		SP:Iteration 101Q (24139.980000 sec): 3 clusters
  Score: Raw -1959920.858647 + Penalty 3167.986939 = -1956752.871708
  nChanged 1
		SP:Iteration 102Q (24140.270000 sec): 3 clusters
  Score: Raw -1959920.911278 + Penalty 3167.986939 = -1956752.924339
  nChanged 0
		SP:Iteration 103F (24140.570000 sec): 3 clusters
  Score: Raw -1959920.911278 + Penalty 3167.986939 = -1956752.924339
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (71391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24140.970000 sec): 2 clusters
  Score: Raw -8336415.511623 + Penalty 1816.088152 = -8334599.423471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24141.580000 sec): 3 clusters
  Score: Raw -8290472.516615 + Penalty 3632.176304 = -8286840.340311
  nChanged 33962
		SP:Iteration 1F (24142.130000 sec): 3 clusters
  Score: Raw -8309942.540787 + Penalty 3632.176304 = -8306310.364483
  nChanged 2632
		SP:Iteration 2Q (24142.620000 sec): 3 clusters
  Score: Raw -8310765.237570 + Penalty 3632.176304 = -8307133.061266
  nChanged 2875
		SP:Iteration 3Q (24143.120000 sec): 3 clusters
  Score: Raw -8311786.893835 + Penalty 3632.176304 = -8308154.717530
  nChanged 3214
		SP:Iteration 4Q (24143.630000 sec): 3 clusters
  Score: Raw -8313025.823871 + Penalty 3632.176304 = -8309393.647567
  nChanged 3516
		SP:Iteration 5Q (24144.130000 sec): 3 clusters
  Score: Raw -8314484.962571 + Penalty 3632.176304 = -8310852.786267
  nChanged 3659
		SP:Iteration 6F (24144.620000 sec): 3 clusters
  Score: Raw -8316130.961930 + Penalty 3632.176304 = -8312498.785626
  nChanged 3940
		SP:Iteration 7F (24145.130000 sec): 3 clusters
  Score: Raw -8318162.018747 + Penalty 3632.176304 = -8314529.842443
  nChanged 4049
		SP:Iteration 8F (24145.720000 sec): 3 clusters
  Score: Raw -8320641.014248 + Penalty 3632.176304 = -8317008.837944
  nChanged 4004
		SP:Iteration 9F (24146.210000 sec): 3 clusters
  Score: Raw -8323560.622840 + Penalty 3632.176304 = -8319928.446536
  nChanged 3731
		SP:Iteration 10F (24146.760000 sec): 3 clusters
  Score: Raw -8326588.331804 + Penalty 3632.176304 = -8322956.155500
  nChanged 3021
		SP:Iteration 11Q (24147.380000 sec): 3 clusters
  Score: Raw -8328657.221233 + Penalty 3632.176304 = -8325025.044929
  nChanged 2301
		SP:Iteration 12Q (24147.920000 sec): 3 clusters
  Score: Raw -8330036.019358 + Penalty 3632.176304 = -8326403.843054
  nChanged 1792
		SP:Iteration 13Q (24148.570000 sec): 3 clusters
  Score: Raw -8331046.276037 + Penalty 3632.176304 = -8327414.099733
  nChanged 1538
		SP:Iteration 14Q (24149.110000 sec): 3 clusters
  Score: Raw -8331886.098494 + Penalty 3632.176304 = -8328253.922190
  nChanged 1402
		SP:Iteration 15Q (24149.710000 sec): 3 clusters
  Score: Raw -8332720.307271 + Penalty 3632.176304 = -8329088.130966
  nChanged 1295
		SP:Iteration 16Q (24150.180000 sec): 3 clusters
  Score: Raw -8333532.582252 + Penalty 3632.176304 = -8329900.405948
  nChanged 1152
		SP:Iteration 17Q (24150.700000 sec): 3 clusters
  Score: Raw -8334197.490009 + Penalty 3632.176304 = -8330565.313705
  nChanged 1024
		SP:Iteration 18Q (24151.190000 sec): 3 clusters
  Score: Raw -8334740.626984 + Penalty 3632.176304 = -8331108.450680
  nChanged 875
		SP:Iteration 19Q (24151.720000 sec): 3 clusters
  Score: Raw -8335110.483153 + Penalty 3632.176304 = -8331478.306849
  nChanged 682
		SP:Iteration 20F (24152.240000 sec): 3 clusters
  Score: Raw -8335359.595404 + Penalty 3632.176304 = -8331727.419099
  nChanged 557
		SP:Iteration 21Q (24152.720000 sec): 3 clusters
  Score: Raw -8335538.794561 + Penalty 3632.176304 = -8331906.618257
  nChanged 497
		SP:Iteration 22Q (24153.180000 sec): 3 clusters
  Score: Raw -8335687.954852 + Penalty 3632.176304 = -8332055.778548
  nChanged 421
		SP:Iteration 23Q (24153.670000 sec): 3 clusters
  Score: Raw -8335793.404701 + Penalty 3632.176304 = -8332161.228397
  nChanged 386
		SP:Iteration 24Q (24154.180000 sec): 3 clusters
  Score: Raw -8335881.307359 + Penalty 3632.176304 = -8332249.131055
  nChanged 354
		SP:Iteration 25Q (24154.660000 sec): 3 clusters
  Score: Raw -8335953.638325 + Penalty 3632.176304 = -8332321.462021
  nChanged 335
		SP:Iteration 26Q (24155.170000 sec): 3 clusters
  Score: Raw -8336016.709932 + Penalty 3632.176304 = -8332384.533627
  nChanged 338
		SP:Iteration 27Q (24155.640000 sec): 3 clusters
  Score: Raw -8336078.742839 + Penalty 3632.176304 = -8332446.566535
  nChanged 326
		SP:Iteration 28Q (24156.100000 sec): 3 clusters
  Score: Raw -8336135.562887 + Penalty 3632.176304 = -8332503.386582
  nChanged 294
		SP:Iteration 29Q (24156.620000 sec): 3 clusters
  Score: Raw -8336181.171504 + Penalty 3632.176304 = -8332548.995199
  nChanged 251
		SP:Iteration 30Q (24157.120000 sec): 3 clusters
  Score: Raw -8336220.017095 + Penalty 3632.176304 = -8332587.840790
  nChanged 230
		SP:Iteration 31Q (24157.630000 sec): 3 clusters
  Score: Raw -8336255.004286 + Penalty 3632.176304 = -8332622.827982
  nChanged 233
		SP:Iteration 32Q (24158.170000 sec): 3 clusters
  Score: Raw -8336288.907929 + Penalty 3632.176304 = -8332656.731625
  nChanged 229
		SP:Iteration 33Q (24158.640000 sec): 3 clusters
  Score: Raw -8336321.958215 + Penalty 3632.176304 = -8332689.781911
  nChanged 237
		SP:Iteration 34Q (24159.100000 sec): 3 clusters
  Score: Raw -8336355.661942 + Penalty 3632.176304 = -8332723.485637
  nChanged 237
		SP:Iteration 35Q (24159.600000 sec): 3 clusters
  Score: Raw -8336390.480712 + Penalty 3632.176304 = -8332758.304408
  nChanged 208
		SP:Iteration 36Q (24160.200000 sec): 3 clusters
  Score: Raw -8336417.871622 + Penalty 3632.176304 = -8332785.695317
  nChanged 199
		SP:Iteration 37Q (24160.720000 sec): 3 clusters
  Score: Raw -8336445.362868 + Penalty 3632.176304 = -8332813.186564
  nChanged 194
		SP:Iteration 38Q (24161.230000 sec): 3 clusters
  Score: Raw -8336473.874783 + Penalty 3632.176304 = -8332841.698479
  nChanged 192
		SP:Iteration 39Q (24161.720000 sec): 3 clusters
  Score: Raw -8336501.173153 + Penalty 3632.176304 = -8332868.996849
  nChanged 169
		SP:Iteration 40F (24162.260000 sec): 3 clusters
  Score: Raw -8336521.500925 + Penalty 3632.176304 = -8332889.324620
  nChanged 146
		SP:Iteration 41Q (24162.770000 sec): 3 clusters
  Score: Raw -8336538.748058 + Penalty 3632.176304 = -8332906.571754
  nChanged 150
		SP:Iteration 42Q (24163.240000 sec): 3 clusters
  Score: Raw -8336557.516662 + Penalty 3632.176304 = -8332925.340357
  nChanged 139
		SP:Iteration 43Q (24163.790000 sec): 3 clusters
  Score: Raw -8336574.328864 + Penalty 3632.176304 = -8332942.152560
  nChanged 118
		SP:Iteration 44Q (24164.330000 sec): 3 clusters
  Score: Raw -8336586.590771 + Penalty 3632.176304 = -8332954.414466
  nChanged 100
		SP:Iteration 45Q (24164.860000 sec): 3 clusters
  Score: Raw -8336595.754754 + Penalty 3632.176304 = -8332963.578450
  nChanged 83
		SP:Iteration 46Q (24165.370000 sec): 3 clusters
  Score: Raw -8336603.278113 + Penalty 3632.176304 = -8332971.101809
  nChanged 81
		SP:Iteration 47Q (24165.900000 sec): 3 clusters
  Score: Raw -8336610.332252 + Penalty 3632.176304 = -8332978.155947
  nChanged 76
		SP:Iteration 48Q (24166.410000 sec): 3 clusters
  Score: Raw -8336617.004886 + Penalty 3632.176304 = -8332984.828582
  nChanged 71
		SP:Iteration 49Q (24166.900000 sec): 3 clusters
  Score: Raw -8336623.934268 + Penalty 3632.176304 = -8332991.757964
  nChanged 77
		SP:Iteration 50Q (24167.380000 sec): 3 clusters
  Score: Raw -8336631.799854 + Penalty 3632.176304 = -8332999.623549
  nChanged 89
		SP:Iteration 51Q (24167.850000 sec): 3 clusters
  Score: Raw -8336640.502642 + Penalty 3632.176304 = -8333008.326338
  nChanged 82
		SP:Iteration 52Q (24168.320000 sec): 3 clusters
  Score: Raw -8336647.542359 + Penalty 3632.176304 = -8333015.366055
  nChanged 66
		SP:Iteration 53Q (24168.760000 sec): 3 clusters
  Score: Raw -8336653.486149 + Penalty 3632.176304 = -8333021.309845
  nChanged 76
		SP:Iteration 54Q (24169.200000 sec): 3 clusters
  Score: Raw -8336660.563692 + Penalty 3632.176304 = -8333028.387387
  nChanged 80
		SP:Iteration 55Q (24169.680000 sec): 3 clusters
  Score: Raw -8336668.212321 + Penalty 3632.176304 = -8333036.036017
  nChanged 82
		SP:Iteration 56Q (24170.120000 sec): 3 clusters
  Score: Raw -8336677.637738 + Penalty 3632.176304 = -8333045.461434
  nChanged 84
		SP:Iteration 57Q (24170.560000 sec): 3 clusters
  Score: Raw -8336686.687117 + Penalty 3632.176304 = -8333054.510813
  nChanged 86
		SP:Iteration 58Q (24171.060000 sec): 3 clusters
  Score: Raw -8336696.175943 + Penalty 3632.176304 = -8333063.999639
  nChanged 82
		SP:Iteration 59Q (24171.580000 sec): 3 clusters
  Score: Raw -8336704.305659 + Penalty 3632.176304 = -8333072.129355
  nChanged 78
		SP:Iteration 60F (24172.090000 sec): 3 clusters
  Score: Raw -8336711.806398 + Penalty 3632.176304 = -8333079.630093
  nChanged 73
		SP:Iteration 61Q (24172.590000 sec): 3 clusters
  Score: Raw -8336718.988006 + Penalty 3632.176304 = -8333086.811702
  nChanged 70
		SP:Iteration 62Q (24173.100000 sec): 3 clusters
  Score: Raw -8336725.668176 + Penalty 3632.176304 = -8333093.491871
  nChanged 82
		SP:Iteration 63Q (24173.630000 sec): 3 clusters
  Score: Raw -8336735.478356 + Penalty 3632.176304 = -8333103.302052
  nChanged 82
		SP:Iteration 64Q (24174.130000 sec): 3 clusters
  Score: Raw -8336744.836713 + Penalty 3632.176304 = -8333112.660409
  nChanged 81
		SP:Iteration 65Q (24174.660000 sec): 3 clusters
  Score: Raw -8336754.020104 + Penalty 3632.176304 = -8333121.843800
  nChanged 91
		SP:Iteration 66Q (24175.180000 sec): 3 clusters
  Score: Raw -8336763.973661 + Penalty 3632.176304 = -8333131.797357
  nChanged 90
		SP:Iteration 67Q (24175.670000 sec): 3 clusters
  Score: Raw -8336774.292783 + Penalty 3632.176304 = -8333142.116478
  nChanged 71
		SP:Iteration 68Q (24176.140000 sec): 3 clusters
  Score: Raw -8336782.363241 + Penalty 3632.176304 = -8333150.186936
  nChanged 83
		SP:Iteration 69Q (24176.660000 sec): 3 clusters
  Score: Raw -8336793.038881 + Penalty 3632.176304 = -8333160.862576
  nChanged 75
		SP:Iteration 70Q (24177.210000 sec): 3 clusters
  Score: Raw -8336803.514674 + Penalty 3632.176304 = -8333171.338370
  nChanged 78
		SP:Iteration 71Q (24177.740000 sec): 3 clusters
  Score: Raw -8336815.158639 + Penalty 3632.176304 = -8333182.982335
  nChanged 98
		SP:Iteration 72Q (24178.200000 sec): 3 clusters
  Score: Raw -8336828.300745 + Penalty 3632.176304 = -8333196.124441
  nChanged 88
		SP:Iteration 73Q (24178.700000 sec): 3 clusters
  Score: Raw -8336839.982270 + Penalty 3632.176304 = -8333207.805966
  nChanged 87
		SP:Iteration 74Q (24179.140000 sec): 3 clusters
  Score: Raw -8336852.685708 + Penalty 3632.176304 = -8333220.509404
  nChanged 96
		SP:Iteration 75Q (24179.630000 sec): 3 clusters
  Score: Raw -8336866.533040 + Penalty 3632.176304 = -8333234.356735
  nChanged 91
		SP:Iteration 76Q (24180.100000 sec): 3 clusters
  Score: Raw -8336877.930940 + Penalty 3632.176304 = -8333245.754636
  nChanged 88
		SP:Iteration 77Q (24180.510000 sec): 3 clusters
  Score: Raw -8336889.882388 + Penalty 3632.176304 = -8333257.706083
  nChanged 96
		SP:Iteration 78Q (24180.990000 sec): 3 clusters
  Score: Raw -8336904.902285 + Penalty 3632.176304 = -8333272.725981
  nChanged 91
		SP:Iteration 79Q (24181.410000 sec): 3 clusters
  Score: Raw -8336917.877220 + Penalty 3632.176304 = -8333285.700916
  nChanged 78
		SP:Iteration 80F (24181.920000 sec): 3 clusters
  Score: Raw -8336930.197665 + Penalty 3632.176304 = -8333298.021361
  nChanged 91
		SP:Iteration 81Q (24182.410000 sec): 3 clusters
  Score: Raw -8336946.928585 + Penalty 3632.176304 = -8333314.752281
  nChanged 99
		SP:Iteration 82Q (24182.910000 sec): 3 clusters
  Score: Raw -8336965.824168 + Penalty 3632.176304 = -8333333.647864
  nChanged 96
		SP:Iteration 83Q (24183.360000 sec): 3 clusters
  Score: Raw -8336986.103670 + Penalty 3632.176304 = -8333353.927366
  nChanged 116
		SP:Iteration 84Q (24183.850000 sec): 3 clusters
  Score: Raw -8337006.694940 + Penalty 3632.176304 = -8333374.518636
  nChanged 96
		SP:Iteration 85Q (24184.310000 sec): 3 clusters
  Score: Raw -8337023.786909 + Penalty 3632.176304 = -8333391.610605
  nChanged 85
		SP:Iteration 86Q (24184.800000 sec): 3 clusters
  Score: Raw -8337041.791829 + Penalty 3632.176304 = -8333409.615525
  nChanged 75
		SP:Iteration 87Q (24185.250000 sec): 3 clusters
  Score: Raw -8337058.618075 + Penalty 3632.176304 = -8333426.441771
  nChanged 89
		SP:Iteration 88Q (24185.720000 sec): 3 clusters
  Score: Raw -8337083.265230 + Penalty 3632.176304 = -8333451.088925
  nChanged 99
		SP:Iteration 89Q (24186.190000 sec): 3 clusters
  Score: Raw -8337108.896249 + Penalty 3632.176304 = -8333476.719945
  nChanged 94
		SP:Iteration 90Q (24186.630000 sec): 3 clusters
  Score: Raw -8337132.598274 + Penalty 3632.176304 = -8333500.421970
  nChanged 86
		SP:Iteration 91Q (24187.090000 sec): 3 clusters
  Score: Raw -8337154.657928 + Penalty 3632.176304 = -8333522.481624
  nChanged 77
		SP:Iteration 92Q (24187.530000 sec): 3 clusters
  Score: Raw -8337178.007243 + Penalty 3632.176304 = -8333545.830938
  nChanged 87
		SP:Iteration 93Q (24188.030000 sec): 3 clusters
  Score: Raw -8337210.040491 + Penalty 3632.176304 = -8333577.864186
  nChanged 87
		SP:Iteration 94Q (24188.530000 sec): 3 clusters
  Score: Raw -8337240.868741 + Penalty 3632.176304 = -8333608.692436
  nChanged 77
		SP:Iteration 95Q (24189.020000 sec): 3 clusters
  Score: Raw -8337271.364713 + Penalty 3632.176304 = -8333639.188408
  nChanged 80
		SP:Iteration 96Q (24189.570000 sec): 3 clusters
  Score: Raw -8337295.565077 + Penalty 3632.176304 = -8333663.388773
  nChanged 77
		SP:Iteration 97Q (24190.070000 sec): 3 clusters
  Score: Raw -8337321.634059 + Penalty 3632.176304 = -8333689.457755
  nChanged 78
		SP:Iteration 98Q (24190.560000 sec): 3 clusters
  Score: Raw -8337348.908349 + Penalty 3632.176304 = -8333716.732045
  nChanged 83
		SP:Iteration 99Q (24191.090000 sec): 3 clusters
  Score: Raw -8337377.106435 + Penalty 3632.176304 = -8333744.930131
  nChanged 81
		SP:Iteration 100F (24191.610000 sec): 3 clusters
  Score: Raw -8337405.160734 + Penalty 3632.176304 = -8333772.984430
  nChanged 90
		SP:Iteration 101Q (24192.100000 sec): 3 clusters
  Score: Raw -8337432.076422 + Penalty 3632.176304 = -8333799.900118
  nChanged 80
		SP:Iteration 102Q (24192.630000 sec): 3 clusters
  Score: Raw -8337450.450574 + Penalty 3632.176304 = -8333818.274270
  nChanged 66
		SP:Iteration 103Q (24193.080000 sec): 3 clusters
  Score: Raw -8337465.616228 + Penalty 3632.176304 = -8333833.439924
  nChanged 52
		SP:Iteration 104Q (24193.560000 sec): 3 clusters
  Score: Raw -8337475.362689 + Penalty 3632.176304 = -8333843.186384
  nChanged 42
		SP:Iteration 105Q (24193.980000 sec): 3 clusters
  Score: Raw -8337482.345936 + Penalty 3632.176304 = -8333850.169631
  nChanged 32
		SP:Iteration 106Q (24194.490000 sec): 3 clusters
  Score: Raw -8337487.441897 + Penalty 3632.176304 = -8333855.265592
  nChanged 24
		SP:Iteration 107Q (24195.040000 sec): 3 clusters
  Score: Raw -8337490.701761 + Penalty 3632.176304 = -8333858.525457
  nChanged 21
		SP:Iteration 108Q (24195.480000 sec): 3 clusters
  Score: Raw -8337493.959382 + Penalty 3632.176304 = -8333861.783078
  nChanged 17
		SP:Iteration 109Q (24195.950000 sec): 3 clusters
  Score: Raw -8337496.320931 + Penalty 3632.176304 = -8333864.144627
  nChanged 19
		SP:Iteration 110Q (24196.430000 sec): 3 clusters
  Score: Raw -8337499.379986 + Penalty 3632.176304 = -8333867.203681
  nChanged 19
		SP:Iteration 111Q (24196.920000 sec): 3 clusters
  Score: Raw -8337501.663943 + Penalty 3632.176304 = -8333869.487639
  nChanged 12
		SP:Iteration 112Q (24197.360000 sec): 3 clusters
  Score: Raw -8337502.863291 + Penalty 3632.176304 = -8333870.686987
  nChanged 4
		SP:Iteration 113Q (24197.820000 sec): 3 clusters
  Score: Raw -8337503.329138 + Penalty 3632.176304 = -8333871.152834
  nChanged 6
		SP:Iteration 114Q (24198.250000 sec): 3 clusters
  Score: Raw -8337504.109798 + Penalty 3632.176304 = -8333871.933494
  nChanged 6
		SP:Iteration 115Q (24198.740000 sec): 3 clusters
  Score: Raw -8337504.928468 + Penalty 3632.176304 = -8333872.752164
  nChanged 7
		SP:Iteration 116Q (24199.200000 sec): 3 clusters
  Score: Raw -8337505.591179 + Penalty 3632.176304 = -8333873.414875
  nChanged 4
		SP:Iteration 117Q (24199.640000 sec): 3 clusters
  Score: Raw -8337505.897024 + Penalty 3632.176304 = -8333873.720719
  nChanged 3
		SP:Iteration 118Q (24200.080000 sec): 3 clusters
  Score: Raw -8337506.143182 + Penalty 3632.176304 = -8333873.966877
  nChanged 1
		SP:Iteration 119Q (24200.500000 sec): 3 clusters
  Score: Raw -8337506.284541 + Penalty 3632.176304 = -8333874.108237
  nChanged 3
		SP:Iteration 120F (24200.950000 sec): 3 clusters
  Score: Raw -8337506.449169 + Penalty 3632.176304 = -8333874.272865
  nChanged 2
		SP:Iteration 121Q (24201.420000 sec): 3 clusters
  Score: Raw -8337506.731170 + Penalty 3632.176304 = -8333874.554866
  nChanged 3
		SP:Iteration 122Q (24201.770000 sec): 3 clusters
  Score: Raw -8337507.163077 + Penalty 3632.176304 = -8333874.986772
  nChanged 4
		SP:Iteration 123Q (24202.200000 sec): 3 clusters
  Score: Raw -8337507.744082 + Penalty 3632.176304 = -8333875.567777
  nChanged 5
		SP:Iteration 124Q (24202.650000 sec): 3 clusters
  Score: Raw -8337508.193233 + Penalty 3632.176304 = -8333876.016929
  nChanged 4
		SP:Iteration 125Q (24203.070000 sec): 3 clusters
  Score: Raw -8337508.542676 + Penalty 3632.176304 = -8333876.366372
  nChanged 6
		SP:Iteration 126Q (24203.510000 sec): 3 clusters
  Score: Raw -8337509.219114 + Penalty 3632.176304 = -8333877.042810
  nChanged 5
		SP:Iteration 127Q (24203.970000 sec): 3 clusters
  Score: Raw -8337509.761821 + Penalty 3632.176304 = -8333877.585517
  nChanged 6
		SP:Iteration 128Q (24204.430000 sec): 3 clusters
  Score: Raw -8337510.507149 + Penalty 3632.176304 = -8333878.330845
  nChanged 6
		SP:Iteration 129Q (24204.830000 sec): 3 clusters
  Score: Raw -8337511.155185 + Penalty 3632.176304 = -8333878.978881
  nChanged 6
		SP:Iteration 130Q (24205.270000 sec): 3 clusters
  Score: Raw -8337511.696208 + Penalty 3632.176304 = -8333879.519904
  nChanged 4
		SP:Iteration 131Q (24205.700000 sec): 3 clusters
  Score: Raw -8337512.464154 + Penalty 3632.176304 = -8333880.287849
  nChanged 10
		SP:Iteration 132Q (24206.170000 sec): 3 clusters
  Score: Raw -8337513.689162 + Penalty 3632.176304 = -8333881.512858
  nChanged 12
		SP:Iteration 133Q (24206.620000 sec): 3 clusters
  Score: Raw -8337515.433723 + Penalty 3632.176304 = -8333883.257419
  nChanged 9
		SP:Iteration 134Q (24207.120000 sec): 3 clusters
  Score: Raw -8337516.741439 + Penalty 3632.176304 = -8333884.565135
  nChanged 7
		SP:Iteration 135Q (24207.590000 sec): 3 clusters
  Score: Raw -8337517.778381 + Penalty 3632.176304 = -8333885.602077
  nChanged 10
		SP:Iteration 136Q (24208.070000 sec): 3 clusters
  Score: Raw -8337519.370805 + Penalty 3632.176304 = -8333887.194500
  nChanged 10
		SP:Iteration 137Q (24208.540000 sec): 3 clusters
  Score: Raw -8337520.748334 + Penalty 3632.176304 = -8333888.572030
  nChanged 5
		SP:Iteration 138Q (24209.030000 sec): 3 clusters
  Score: Raw -8337521.252612 + Penalty 3632.176304 = -8333889.076307
  nChanged 4
		SP:Iteration 139Q (24209.510000 sec): 3 clusters
  Score: Raw -8337521.480457 + Penalty 3632.176304 = -8333889.304153
  nChanged 5
		SP:Iteration 140F (24210.000000 sec): 3 clusters
  Score: Raw -8337522.010448 + Penalty 3632.176304 = -8333889.834143
  nChanged 5
		SP:Iteration 141Q (24210.500000 sec): 3 clusters
  Score: Raw -8337522.524945 + Penalty 3632.176304 = -8333890.348641
  nChanged 6
		SP:Iteration 142Q (24210.980000 sec): 3 clusters
  Score: Raw -8337523.141648 + Penalty 3632.176304 = -8333890.965344
  nChanged 7
		SP:Iteration 143Q (24211.450000 sec): 3 clusters
  Score: Raw -8337524.018764 + Penalty 3632.176304 = -8333891.842460
  nChanged 5
		SP:Iteration 144Q (24211.940000 sec): 3 clusters
  Score: Raw -8337524.357864 + Penalty 3632.176304 = -8333892.181560
  nChanged 2
		SP:Iteration 145Q (24212.440000 sec): 3 clusters
  Score: Raw -8337524.479580 + Penalty 3632.176304 = -8333892.303276
  nChanged 1
		SP:Iteration 146Q (24212.910000 sec): 3 clusters
  Score: Raw -8337524.607022 + Penalty 3632.176304 = -8333892.430718
  nChanged 1
		SP:Iteration 147Q (24213.410000 sec): 3 clusters
  Score: Raw -8337524.651914 + Penalty 3632.176304 = -8333892.475609
  nChanged 0
		SP:Iteration 148F (24213.910000 sec): 3 clusters
  Score: Raw -8337524.651914 + Penalty 3632.176304 = -8333892.475609
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (15183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24214.110000 sec): 2 clusters
  Score: Raw -1825512.545205 + Penalty 1564.538895 = -1823948.006310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24214.380000 sec): 3 clusters
  Score: Raw -1816639.295268 + Penalty 3129.077789 = -1813510.217479
  nChanged 6733
		SP:Iteration 1F (24214.570000 sec): 3 clusters
  Score: Raw -1820390.140174 + Penalty 3129.077789 = -1817261.062384
  nChanged 901
		SP:Iteration 2F (24214.850000 sec): 3 clusters
  Score: Raw -1820800.125572 + Penalty 3129.077789 = -1817671.047782
  nChanged 900
		SP:Iteration 3F (24215.100000 sec): 3 clusters
  Score: Raw -1821278.717059 + Penalty 3129.077789 = -1818149.639269
  nChanged 940
		SP:Iteration 4F (24215.370000 sec): 3 clusters
  Score: Raw -1821858.311456 + Penalty 3129.077789 = -1818729.233667
  nChanged 980
		SP:Iteration 5F (24215.620000 sec): 3 clusters
  Score: Raw -1822509.187356 + Penalty 3129.077789 = -1819380.109567
  nChanged 986
		SP:Iteration 6F (24215.830000 sec): 3 clusters
  Score: Raw -1823185.219410 + Penalty 3129.077789 = -1820056.141620
  nChanged 909
		SP:Iteration 7F (24216.070000 sec): 3 clusters
  Score: Raw -1823768.202003 + Penalty 3129.077789 = -1820639.124213
  nChanged 724
		SP:Iteration 8Q (24216.330000 sec): 3 clusters
  Score: Raw -1824186.996181 + Penalty 3129.077789 = -1821057.918391
  nChanged 558
		SP:Iteration 9Q (24216.580000 sec): 3 clusters
  Score: Raw -1824507.408993 + Penalty 3129.077789 = -1821378.331203
  nChanged 461
		SP:Iteration 10Q (24216.850000 sec): 3 clusters
  Score: Raw -1824760.940810 + Penalty 3129.077789 = -1821631.863021
  nChanged 358
		SP:Iteration 11Q (24217.120000 sec): 3 clusters
  Score: Raw -1824964.287152 + Penalty 3129.077789 = -1821835.209363
  nChanged 316
		SP:Iteration 12Q (24217.390000 sec): 3 clusters
  Score: Raw -1825141.917307 + Penalty 3129.077789 = -1822012.839518
  nChanged 244
		SP:Iteration 13Q (24217.680000 sec): 3 clusters
  Score: Raw -1825280.038350 + Penalty 3129.077789 = -1822150.960560
  nChanged 228
		SP:Iteration 14Q (24217.920000 sec): 3 clusters
  Score: Raw -1825410.275994 + Penalty 3129.077789 = -1822281.198204
  nChanged 174
		SP:Iteration 15Q (24218.140000 sec): 3 clusters
  Score: Raw -1825494.900747 + Penalty 3129.077789 = -1822365.822958
  nChanged 121
		SP:Iteration 16Q (24218.410000 sec): 3 clusters
  Score: Raw -1825551.478477 + Penalty 3129.077789 = -1822422.400688
  nChanged 118
		SP:Iteration 17Q (24218.630000 sec): 3 clusters
  Score: Raw -1825608.028592 + Penalty 3129.077789 = -1822478.950803
  nChanged 93
		SP:Iteration 18Q (24218.920000 sec): 3 clusters
  Score: Raw -1825649.375425 + Penalty 3129.077789 = -1822520.297635
  nChanged 67
		SP:Iteration 19Q (24219.150000 sec): 3 clusters
  Score: Raw -1825677.136967 + Penalty 3129.077789 = -1822548.059178
  nChanged 51
		SP:Iteration 20F (24219.390000 sec): 3 clusters
  Score: Raw -1825701.266591 + Penalty 3129.077789 = -1822572.188802
  nChanged 53
		SP:Iteration 21Q (24219.600000 sec): 3 clusters
  Score: Raw -1825723.218362 + Penalty 3129.077789 = -1822594.140572
  nChanged 39
		SP:Iteration 22Q (24219.830000 sec): 3 clusters
  Score: Raw -1825743.103685 + Penalty 3129.077789 = -1822614.025896
  nChanged 35
		SP:Iteration 23Q (24220.070000 sec): 3 clusters
  Score: Raw -1825762.511906 + Penalty 3129.077789 = -1822633.434116
  nChanged 34
		SP:Iteration 24Q (24220.320000 sec): 3 clusters
  Score: Raw -1825782.901827 + Penalty 3129.077789 = -1822653.824037
  nChanged 34
		SP:Iteration 25Q (24220.610000 sec): 3 clusters
  Score: Raw -1825798.565486 + Penalty 3129.077789 = -1822669.487697
  nChanged 20
		SP:Iteration 26Q (24220.860000 sec): 3 clusters
  Score: Raw -1825808.464339 + Penalty 3129.077789 = -1822679.386550
  nChanged 16
		SP:Iteration 27Q (24221.140000 sec): 3 clusters
  Score: Raw -1825815.503549 + Penalty 3129.077789 = -1822686.425760
  nChanged 14
		SP:Iteration 28Q (24221.380000 sec): 3 clusters
  Score: Raw -1825821.052316 + Penalty 3129.077789 = -1822691.974526
  nChanged 9
		SP:Iteration 29Q (24221.660000 sec): 3 clusters
  Score: Raw -1825823.827557 + Penalty 3129.077789 = -1822694.749767
  nChanged 5
		SP:Iteration 30Q (24221.910000 sec): 3 clusters
  Score: Raw -1825825.351577 + Penalty 3129.077789 = -1822696.273787
  nChanged 3
		SP:Iteration 31Q (24222.120000 sec): 3 clusters
  Score: Raw -1825826.158937 + Penalty 3129.077789 = -1822697.081147
  nChanged 2
		SP:Iteration 32Q (24222.420000 sec): 3 clusters
  Score: Raw -1825826.792248 + Penalty 3129.077789 = -1822697.714459
  nChanged 1
		SP:Iteration 33Q (24222.660000 sec): 3 clusters
  Score: Raw -1825827.197484 + Penalty 3129.077789 = -1822698.119694
  nChanged 2
		SP:Iteration 34Q (24222.920000 sec): 3 clusters
  Score: Raw -1825828.167223 + Penalty 3129.077789 = -1822699.089433
  nChanged 1
		SP:Iteration 35Q (24223.160000 sec): 3 clusters
  Score: Raw -1825828.390873 + Penalty 3129.077789 = -1822699.313084
  nChanged 0
		SP:Iteration 36F (24223.380000 sec): 3 clusters
  Score: Raw -1825828.390873 + Penalty 3129.077789 = -1822699.313084
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (74726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24223.780000 sec): 2 clusters
  Score: Raw -8905838.537380 + Penalty 1823.507298 = -8904015.030082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24224.320000 sec): 3 clusters
  Score: Raw -8857460.145495 + Penalty 3647.014595 = -8853813.130899
  nChanged 35522
		SP:Iteration 1F (24224.800000 sec): 3 clusters
  Score: Raw -8877957.234105 + Penalty 3647.014595 = -8874310.219510
  nChanged 2604
		SP:Iteration 2Q (24225.350000 sec): 3 clusters
  Score: Raw -8878762.509251 + Penalty 3647.014595 = -8875115.494655
  nChanged 3097
		SP:Iteration 3Q (24225.890000 sec): 3 clusters
  Score: Raw -8880051.091757 + Penalty 3647.014595 = -8876404.077162
  nChanged 4082
		SP:Iteration 4F (24226.380000 sec): 3 clusters
  Score: Raw -8882314.893278 + Penalty 3647.014595 = -8878667.878683
  nChanged 5558
		SP:Iteration 5F (24226.900000 sec): 3 clusters
  Score: Raw -8886278.957758 + Penalty 3647.014595 = -8882631.943163
  nChanged 6583
		SP:Iteration 6F (24227.370000 sec): 3 clusters
  Score: Raw -8891882.467193 + Penalty 3647.014595 = -8888235.452598
  nChanged 6354
		SP:Iteration 7F (24227.900000 sec): 3 clusters
  Score: Raw -8897815.294796 + Penalty 3647.014595 = -8894168.280201
  nChanged 4612
		SP:Iteration 8F (24228.420000 sec): 3 clusters
  Score: Raw -8902246.123793 + Penalty 3647.014595 = -8898599.109198
  nChanged 2464
		SP:Iteration 9Q (24228.960000 sec): 3 clusters
  Score: Raw -8904913.208063 + Penalty 3647.014595 = -8901266.193468
  nChanged 971
		SP:Iteration 10Q (24229.420000 sec): 3 clusters
  Score: Raw -8906485.102543 + Penalty 3647.014595 = -8902838.087948
  nChanged 469
		SP:Iteration 11Q (24229.880000 sec): 3 clusters
  Score: Raw -8906974.762884 + Penalty 3647.014595 = -8903327.748289
  nChanged 305
		SP:Iteration 12Q (24230.340000 sec): 3 clusters
  Score: Raw -8907133.620737 + Penalty 3647.014595 = -8903486.606142
  nChanged 173
		SP:Iteration 13Q (24230.830000 sec): 3 clusters
  Score: Raw -8907201.157922 + Penalty 3647.014595 = -8903554.143327
  nChanged 102
		SP:Iteration 14Q (24231.350000 sec): 3 clusters
  Score: Raw -8907223.959223 + Penalty 3647.014595 = -8903576.944628
  nChanged 54
		SP:Iteration 15Q (24231.830000 sec): 3 clusters
  Score: Raw -8907235.724133 + Penalty 3647.014595 = -8903588.709538
  nChanged 44
		SP:Iteration 16Q (24232.280000 sec): 3 clusters
  Score: Raw -8907244.005737 + Penalty 3647.014595 = -8903596.991142
  nChanged 30
		SP:Iteration 17Q (24232.760000 sec): 3 clusters
  Score: Raw -8907248.088896 + Penalty 3647.014595 = -8903601.074301
  nChanged 19
		SP:Iteration 18Q (24233.220000 sec): 3 clusters
  Score: Raw -8907250.665022 + Penalty 3647.014595 = -8903603.650427
  nChanged 11
		SP:Iteration 19Q (24233.700000 sec): 3 clusters
  Score: Raw -8907252.692346 + Penalty 3647.014595 = -8903605.677751
  nChanged 12
		SP:Iteration 20F (24234.180000 sec): 3 clusters
  Score: Raw -8907254.244449 + Penalty 3647.014595 = -8903607.229854
  nChanged 6
		SP:Iteration 21Q (24234.700000 sec): 3 clusters
  Score: Raw -8907255.084467 + Penalty 3647.014595 = -8903608.069872
  nChanged 10
		SP:Iteration 22Q (24235.120000 sec): 3 clusters
  Score: Raw -8907256.718063 + Penalty 3647.014595 = -8903609.703468
  nChanged 9
		SP:Iteration 23Q (24235.590000 sec): 3 clusters
  Score: Raw -8907257.677315 + Penalty 3647.014595 = -8903610.662720
  nChanged 8
		SP:Iteration 24Q (24236.060000 sec): 3 clusters
  Score: Raw -8907258.312703 + Penalty 3647.014595 = -8903611.298108
  nChanged 3
		SP:Iteration 25Q (24236.490000 sec): 3 clusters
  Score: Raw -8907258.536999 + Penalty 3647.014595 = -8903611.522404
  nChanged 1
		SP:Iteration 26Q (24236.900000 sec): 3 clusters
  Score: Raw -8907258.731066 + Penalty 3647.014595 = -8903611.716471
  nChanged 4
		SP:Iteration 27Q (24237.340000 sec): 3 clusters
  Score: Raw -8907259.307129 + Penalty 3647.014595 = -8903612.292534
  nChanged 1
		SP:Iteration 28Q (24237.780000 sec): 3 clusters
  Score: Raw -8907259.331487 + Penalty 3647.014595 = -8903612.316892
  nChanged 0
		SP:Iteration 29F (24238.260000 sec): 3 clusters
  Score: Raw -8907259.331487 + Penalty 3647.014595 = -8903612.316892
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (15262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24238.480000 sec): 2 clusters
  Score: Raw -1740864.732921 + Penalty 1565.382221 = -1739299.350700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24238.680000 sec): 3 clusters
  Score: Raw -1732052.327147 + Penalty 3130.764441 = -1728921.562706
  nChanged 6818
		SP:Iteration 1F (24238.960000 sec): 3 clusters
  Score: Raw -1736152.887921 + Penalty 3130.764441 = -1733022.123480
  nChanged 1014
		SP:Iteration 2F (24239.170000 sec): 3 clusters
  Score: Raw -1736671.888851 + Penalty 3130.764441 = -1733541.124409
  nChanged 859
		SP:Iteration 3F (24239.410000 sec): 3 clusters
  Score: Raw -1737134.010554 + Penalty 3130.764441 = -1734003.246113
  nChanged 819
		SP:Iteration 4F (24239.660000 sec): 3 clusters
  Score: Raw -1737589.711593 + Penalty 3130.764441 = -1734458.947152
  nChanged 781
		SP:Iteration 5F (24239.900000 sec): 3 clusters
  Score: Raw -1738013.328261 + Penalty 3130.764441 = -1734882.563819
  nChanged 717
		SP:Iteration 6Q (24240.180000 sec): 3 clusters
  Score: Raw -1738374.745226 + Penalty 3130.764441 = -1735243.980785
  nChanged 637
		SP:Iteration 7Q (24240.450000 sec): 3 clusters
  Score: Raw -1738698.578577 + Penalty 3130.764441 = -1735567.814136
  nChanged 586
		SP:Iteration 8Q (24240.730000 sec): 3 clusters
  Score: Raw -1739014.298523 + Penalty 3130.764441 = -1735883.534081
  nChanged 487
		SP:Iteration 9Q (24240.990000 sec): 3 clusters
  Score: Raw -1739276.119751 + Penalty 3130.764441 = -1736145.355310
  nChanged 445
		SP:Iteration 10Q (24241.290000 sec): 3 clusters
  Score: Raw -1739542.958552 + Penalty 3130.764441 = -1736412.194111
  nChanged 420
		SP:Iteration 11Q (24241.530000 sec): 3 clusters
  Score: Raw -1739807.053933 + Penalty 3130.764441 = -1736676.289492
  nChanged 356
		SP:Iteration 12Q (24241.810000 sec): 3 clusters
  Score: Raw -1740013.169971 + Penalty 3130.764441 = -1736882.405530
  nChanged 294
		SP:Iteration 13Q (24242.130000 sec): 3 clusters
  Score: Raw -1740169.454752 + Penalty 3130.764441 = -1737038.690310
  nChanged 253
		SP:Iteration 14Q (24242.310000 sec): 3 clusters
  Score: Raw -1740286.965585 + Penalty 3130.764441 = -1737156.201144
  nChanged 216
		SP:Iteration 15Q (24242.620000 sec): 3 clusters
  Score: Raw -1740375.071304 + Penalty 3130.764441 = -1737244.306862
  nChanged 165
		SP:Iteration 16Q (24242.900000 sec): 3 clusters
  Score: Raw -1740431.595462 + Penalty 3130.764441 = -1737300.831020
  nChanged 120
		SP:Iteration 17Q (24243.150000 sec): 3 clusters
  Score: Raw -1740469.019141 + Penalty 3130.764441 = -1737338.254700
  nChanged 105
		SP:Iteration 18Q (24243.420000 sec): 3 clusters
  Score: Raw -1740506.228439 + Penalty 3130.764441 = -1737375.463998
  nChanged 121
		SP:Iteration 19Q (24243.630000 sec): 3 clusters
  Score: Raw -1740544.368158 + Penalty 3130.764441 = -1737413.603716
  nChanged 110
		SP:Iteration 20F (24243.910000 sec): 3 clusters
  Score: Raw -1740577.360577 + Penalty 3130.764441 = -1737446.596136
  nChanged 80
		SP:Iteration 21Q (24244.160000 sec): 3 clusters
  Score: Raw -1740600.386606 + Penalty 3130.764441 = -1737469.622164
  nChanged 76
		SP:Iteration 22Q (24244.390000 sec): 3 clusters
  Score: Raw -1740620.619500 + Penalty 3130.764441 = -1737489.855058
  nChanged 80
		SP:Iteration 23Q (24244.640000 sec): 3 clusters
  Score: Raw -1740641.056741 + Penalty 3130.764441 = -1737510.292300
  nChanged 77
		SP:Iteration 24Q (24244.900000 sec): 3 clusters
  Score: Raw -1740663.735824 + Penalty 3130.764441 = -1737532.971383
  nChanged 71
		SP:Iteration 25Q (24245.130000 sec): 3 clusters
  Score: Raw -1740682.475358 + Penalty 3130.764441 = -1737551.710916
  nChanged 65
		SP:Iteration 26Q (24245.340000 sec): 3 clusters
  Score: Raw -1740698.483119 + Penalty 3130.764441 = -1737567.718678
  nChanged 63
		SP:Iteration 27Q (24245.600000 sec): 3 clusters
  Score: Raw -1740716.681250 + Penalty 3130.764441 = -1737585.916809
  nChanged 76
		SP:Iteration 28Q (24245.840000 sec): 3 clusters
  Score: Raw -1740736.014480 + Penalty 3130.764441 = -1737605.250039
  nChanged 67
		SP:Iteration 29Q (24246.100000 sec): 3 clusters
  Score: Raw -1740755.549445 + Penalty 3130.764441 = -1737624.785004
  nChanged 68
		SP:Iteration 30Q (24246.380000 sec): 3 clusters
  Score: Raw -1740774.962780 + Penalty 3130.764441 = -1737644.198339
  nChanged 64
		SP:Iteration 31Q (24246.620000 sec): 3 clusters
  Score: Raw -1740791.641631 + Penalty 3130.764441 = -1737660.877189
  nChanged 65
		SP:Iteration 32Q (24246.860000 sec): 3 clusters
  Score: Raw -1740811.885587 + Penalty 3130.764441 = -1737681.121145
  nChanged 65
		SP:Iteration 33Q (24247.080000 sec): 3 clusters
  Score: Raw -1740834.903193 + Penalty 3130.764441 = -1737704.138752
  nChanged 64
		SP:Iteration 34Q (24247.330000 sec): 3 clusters
  Score: Raw -1740862.172407 + Penalty 3130.764441 = -1737731.407965
  nChanged 64
		SP:Iteration 35Q (24247.600000 sec): 3 clusters
  Score: Raw -1740890.567991 + Penalty 3130.764441 = -1737759.803550
  nChanged 58
		SP:Iteration 36Q (24247.830000 sec): 3 clusters
  Score: Raw -1740912.495146 + Penalty 3130.764441 = -1737781.730704
  nChanged 47
		SP:Iteration 37Q (24248.050000 sec): 3 clusters
  Score: Raw -1740928.773440 + Penalty 3130.764441 = -1737798.008999
  nChanged 45
		SP:Iteration 38Q (24248.320000 sec): 3 clusters
  Score: Raw -1740943.658516 + Penalty 3130.764441 = -1737812.894074
  nChanged 40
		SP:Iteration 39Q (24248.500000 sec): 3 clusters
  Score: Raw -1740956.034495 + Penalty 3130.764441 = -1737825.270053
  nChanged 42
		SP:Iteration 40F (24248.700000 sec): 3 clusters
  Score: Raw -1740968.869526 + Penalty 3130.764441 = -1737838.105085
  nChanged 39
		SP:Iteration 41Q (24248.910000 sec): 3 clusters
  Score: Raw -1740981.274780 + Penalty 3130.764441 = -1737850.510339
  nChanged 36
		SP:Iteration 42Q (24249.220000 sec): 3 clusters
  Score: Raw -1740993.010091 + Penalty 3130.764441 = -1737862.245649
  nChanged 34
		SP:Iteration 43Q (24249.460000 sec): 3 clusters
  Score: Raw -1741005.918530 + Penalty 3130.764441 = -1737875.154089
  nChanged 30
		SP:Iteration 44Q (24249.640000 sec): 3 clusters
  Score: Raw -1741016.722256 + Penalty 3130.764441 = -1737885.957815
  nChanged 30
		SP:Iteration 45Q (24249.890000 sec): 3 clusters
  Score: Raw -1741024.727748 + Penalty 3130.764441 = -1737893.963307
  nChanged 21
		SP:Iteration 46Q (24250.170000 sec): 3 clusters
  Score: Raw -1741029.291338 + Penalty 3130.764441 = -1737898.526897
  nChanged 17
		SP:Iteration 47Q (24250.380000 sec): 3 clusters
  Score: Raw -1741033.602838 + Penalty 3130.764441 = -1737902.838397
  nChanged 15
		SP:Iteration 48Q (24250.600000 sec): 3 clusters
  Score: Raw -1741037.536535 + Penalty 3130.764441 = -1737906.772094
  nChanged 12
		SP:Iteration 49Q (24250.800000 sec): 3 clusters
  Score: Raw -1741040.684905 + Penalty 3130.764441 = -1737909.920464
  nChanged 15
		SP:Iteration 50Q (24251.050000 sec): 3 clusters
  Score: Raw -1741045.088352 + Penalty 3130.764441 = -1737914.323911
  nChanged 28
		SP:Iteration 51Q (24251.260000 sec): 3 clusters
  Score: Raw -1741055.563117 + Penalty 3130.764441 = -1737924.798676
  nChanged 35
		SP:Iteration 52Q (24251.480000 sec): 3 clusters
  Score: Raw -1741070.302869 + Penalty 3130.764441 = -1737939.538428
  nChanged 40
		SP:Iteration 53Q (24251.720000 sec): 3 clusters
  Score: Raw -1741085.241652 + Penalty 3130.764441 = -1737954.477210
  nChanged 34
		SP:Iteration 54Q (24251.990000 sec): 3 clusters
  Score: Raw -1741098.546965 + Penalty 3130.764441 = -1737967.782524
  nChanged 44
		SP:Iteration 55Q (24252.210000 sec): 3 clusters
  Score: Raw -1741115.733671 + Penalty 3130.764441 = -1737984.969230
  nChanged 30
		SP:Iteration 56Q (24252.420000 sec): 3 clusters
  Score: Raw -1741125.810473 + Penalty 3130.764441 = -1737995.046032
  nChanged 27
		SP:Iteration 57Q (24252.670000 sec): 3 clusters
  Score: Raw -1741137.989387 + Penalty 3130.764441 = -1738007.224946
  nChanged 30
		SP:Iteration 58Q (24252.940000 sec): 3 clusters
  Score: Raw -1741148.781670 + Penalty 3130.764441 = -1738018.017229
  nChanged 25
		SP:Iteration 59Q (24253.120000 sec): 3 clusters
  Score: Raw -1741159.017087 + Penalty 3130.764441 = -1738028.252645
  nChanged 24
		SP:Iteration 60F (24253.360000 sec): 3 clusters
  Score: Raw -1741167.173710 + Penalty 3130.764441 = -1738036.409269
  nChanged 20
		SP:Iteration 61Q (24253.610000 sec): 3 clusters
  Score: Raw -1741173.369636 + Penalty 3130.764441 = -1738042.605195
  nChanged 13
		SP:Iteration 62Q (24253.840000 sec): 3 clusters
  Score: Raw -1741178.298974 + Penalty 3130.764441 = -1738047.534533
  nChanged 14
		SP:Iteration 63Q (24254.070000 sec): 3 clusters
  Score: Raw -1741183.077929 + Penalty 3130.764441 = -1738052.313487
  nChanged 9
		SP:Iteration 64Q (24254.310000 sec): 3 clusters
  Score: Raw -1741187.224991 + Penalty 3130.764441 = -1738056.460550
  nChanged 12
		SP:Iteration 65Q (24254.540000 sec): 3 clusters
  Score: Raw -1741191.575067 + Penalty 3130.764441 = -1738060.810626
  nChanged 11
		SP:Iteration 66Q (24254.790000 sec): 3 clusters
  Score: Raw -1741196.853664 + Penalty 3130.764441 = -1738066.089223
  nChanged 11
		SP:Iteration 67Q (24254.990000 sec): 3 clusters
  Score: Raw -1741201.439665 + Penalty 3130.764441 = -1738070.675223
  nChanged 13
		SP:Iteration 68Q (24255.190000 sec): 3 clusters
  Score: Raw -1741208.612982 + Penalty 3130.764441 = -1738077.848541
  nChanged 17
		SP:Iteration 69Q (24255.450000 sec): 3 clusters
  Score: Raw -1741219.080823 + Penalty 3130.764441 = -1738088.316382
  nChanged 20
		SP:Iteration 70Q (24255.690000 sec): 3 clusters
  Score: Raw -1741236.660194 + Penalty 3130.764441 = -1738105.895753
  nChanged 19
		SP:Iteration 71Q (24255.910000 sec): 3 clusters
  Score: Raw -1741245.607201 + Penalty 3130.764441 = -1738114.842759
  nChanged 19
		SP:Iteration 72Q (24256.100000 sec): 3 clusters
  Score: Raw -1741254.741929 + Penalty 3130.764441 = -1738123.977488
  nChanged 15
		SP:Iteration 73Q (24256.310000 sec): 3 clusters
  Score: Raw -1741264.133484 + Penalty 3130.764441 = -1738133.369043
  nChanged 14
		SP:Iteration 74Q (24256.570000 sec): 3 clusters
  Score: Raw -1741272.273050 + Penalty 3130.764441 = -1738141.508608
  nChanged 16
		SP:Iteration 75Q (24256.790000 sec): 3 clusters
  Score: Raw -1741279.281072 + Penalty 3130.764441 = -1738148.516631
  nChanged 13
		SP:Iteration 76Q (24256.990000 sec): 3 clusters
  Score: Raw -1741285.377682 + Penalty 3130.764441 = -1738154.613241
  nChanged 10
		SP:Iteration 77Q (24257.220000 sec): 3 clusters
  Score: Raw -1741289.442277 + Penalty 3130.764441 = -1738158.677835
  nChanged 9
		SP:Iteration 78Q (24257.450000 sec): 3 clusters
  Score: Raw -1741294.467176 + Penalty 3130.764441 = -1738163.702735
  nChanged 10
		SP:Iteration 79Q (24257.640000 sec): 3 clusters
  Score: Raw -1741299.803879 + Penalty 3130.764441 = -1738169.039438
  nChanged 14
		SP:Iteration 80F (24257.920000 sec): 3 clusters
  Score: Raw -1741307.895316 + Penalty 3130.764441 = -1738177.130875
  nChanged 13
		SP:Iteration 81Q (24258.150000 sec): 3 clusters
  Score: Raw -1741313.323854 + Penalty 3130.764441 = -1738182.559413
  nChanged 8
		SP:Iteration 82Q (24258.410000 sec): 3 clusters
  Score: Raw -1741315.759252 + Penalty 3130.764441 = -1738184.994811
  nChanged 12
		SP:Iteration 83Q (24258.640000 sec): 3 clusters
  Score: Raw -1741319.849563 + Penalty 3130.764441 = -1738189.085121
  nChanged 6
		SP:Iteration 84Q (24258.860000 sec): 3 clusters
  Score: Raw -1741323.016672 + Penalty 3130.764441 = -1738192.252231
  nChanged 8
		SP:Iteration 85Q (24259.130000 sec): 3 clusters
  Score: Raw -1741328.859983 + Penalty 3130.764441 = -1738198.095542
  nChanged 17
		SP:Iteration 86Q (24259.350000 sec): 3 clusters
  Score: Raw -1741336.469308 + Penalty 3130.764441 = -1738205.704867
  nChanged 14
		SP:Iteration 87Q (24259.590000 sec): 3 clusters
  Score: Raw -1741342.648279 + Penalty 3130.764441 = -1738211.883837
  nChanged 11
		SP:Iteration 88Q (24259.830000 sec): 3 clusters
  Score: Raw -1741346.096925 + Penalty 3130.764441 = -1738215.332484
  nChanged 6
		SP:Iteration 89Q (24260.090000 sec): 3 clusters
  Score: Raw -1741348.279905 + Penalty 3130.764441 = -1738217.515463
  nChanged 3
		SP:Iteration 90Q (24260.280000 sec): 3 clusters
  Score: Raw -1741349.262714 + Penalty 3130.764441 = -1738218.498273
  nChanged 2
		SP:Iteration 91Q (24260.540000 sec): 3 clusters
  Score: Raw -1741350.219834 + Penalty 3130.764441 = -1738219.455393
  nChanged 1
		SP:Iteration 92Q (24260.740000 sec): 3 clusters
  Score: Raw -1741350.542563 + Penalty 3130.764441 = -1738219.778122
  nChanged 2
		SP:Iteration 93Q (24260.990000 sec): 3 clusters
  Score: Raw -1741351.368996 + Penalty 3130.764441 = -1738220.604554
  nChanged 2
		SP:Iteration 94Q (24261.170000 sec): 3 clusters
  Score: Raw -1741352.270183 + Penalty 3130.764441 = -1738221.505741
  nChanged 1
		SP:Iteration 95Q (24261.400000 sec): 3 clusters
  Score: Raw -1741352.736587 + Penalty 3130.764441 = -1738221.972146
  nChanged 2
		SP:Iteration 96Q (24261.590000 sec): 3 clusters
  Score: Raw -1741353.399055 + Penalty 3130.764441 = -1738222.634614
  nChanged 2
		SP:Iteration 97Q (24261.830000 sec): 3 clusters
  Score: Raw -1741353.655003 + Penalty 3130.764441 = -1738222.890562
  nChanged 1
		SP:Iteration 98Q (24262.050000 sec): 3 clusters
  Score: Raw -1741354.106853 + Penalty 3130.764441 = -1738223.342412
  nChanged 0
		SP:Iteration 99F (24262.270000 sec): 3 clusters
  Score: Raw -1741354.106853 + Penalty 3130.764441 = -1738223.342412
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24262.400000 sec): 2 clusters
  Score: Raw -1915316.826492 + Penalty 1579.008801 = -1913737.817691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24262.610000 sec): 3 clusters
  Score: Raw -1905545.953415 + Penalty 3158.017601 = -1902387.935813
  nChanged 7345
		SP:Iteration 1F (24262.860000 sec): 3 clusters
  Score: Raw -1909556.837087 + Penalty 3158.017601 = -1906398.819486
  nChanged 924
		SP:Iteration 2F (24263.150000 sec): 3 clusters
  Score: Raw -1909946.373892 + Penalty 3158.017601 = -1906788.356291
  nChanged 859
		SP:Iteration 3F (24263.410000 sec): 3 clusters
  Score: Raw -1910338.202767 + Penalty 3158.017601 = -1907180.185166
  nChanged 854
		SP:Iteration 4F (24263.610000 sec): 3 clusters
  Score: Raw -1910813.296928 + Penalty 3158.017601 = -1907655.279327
  nChanged 918
		SP:Iteration 5F (24263.910000 sec): 3 clusters
  Score: Raw -1911420.060626 + Penalty 3158.017601 = -1908262.043025
  nChanged 995
		SP:Iteration 6F (24264.120000 sec): 3 clusters
  Score: Raw -1912085.927782 + Penalty 3158.017601 = -1908927.910180
  nChanged 924
		SP:Iteration 7F (24264.360000 sec): 3 clusters
  Score: Raw -1912702.214996 + Penalty 3158.017601 = -1909544.197395
  nChanged 884
		SP:Iteration 8F (24264.580000 sec): 3 clusters
  Score: Raw -1913267.235720 + Penalty 3158.017601 = -1910109.218118
  nChanged 796
		SP:Iteration 9Q (24264.830000 sec): 3 clusters
  Score: Raw -1913779.020904 + Penalty 3158.017601 = -1910621.003303
  nChanged 775
		SP:Iteration 10Q (24265.070000 sec): 3 clusters
  Score: Raw -1914212.767397 + Penalty 3158.017601 = -1911054.749796
  nChanged 604
		SP:Iteration 11Q (24265.300000 sec): 3 clusters
  Score: Raw -1914531.493798 + Penalty 3158.017601 = -1911373.476197
  nChanged 502
		SP:Iteration 12Q (24265.580000 sec): 3 clusters
  Score: Raw -1914757.035625 + Penalty 3158.017601 = -1911599.018023
  nChanged 421
		SP:Iteration 13Q (24265.910000 sec): 3 clusters
  Score: Raw -1914928.292326 + Penalty 3158.017601 = -1911770.274725
  nChanged 335
		SP:Iteration 14Q (24266.110000 sec): 3 clusters
  Score: Raw -1915055.737429 + Penalty 3158.017601 = -1911897.719828
  nChanged 266
		SP:Iteration 15Q (24266.320000 sec): 3 clusters
  Score: Raw -1915142.179850 + Penalty 3158.017601 = -1911984.162249
  nChanged 264
		SP:Iteration 16Q (24266.570000 sec): 3 clusters
  Score: Raw -1915226.452051 + Penalty 3158.017601 = -1912068.434450
  nChanged 227
		SP:Iteration 17Q (24266.860000 sec): 3 clusters
  Score: Raw -1915291.604373 + Penalty 3158.017601 = -1912133.586772
  nChanged 202
		SP:Iteration 18Q (24267.080000 sec): 3 clusters
  Score: Raw -1915350.871118 + Penalty 3158.017601 = -1912192.853516
  nChanged 194
		SP:Iteration 19Q (24267.330000 sec): 3 clusters
  Score: Raw -1915408.578131 + Penalty 3158.017601 = -1912250.560529
  nChanged 191
		SP:Iteration 20F (24267.590000 sec): 3 clusters
  Score: Raw -1915462.902097 + Penalty 3158.017601 = -1912304.884496
  nChanged 173
		SP:Iteration 21Q (24267.870000 sec): 3 clusters
  Score: Raw -1915511.376102 + Penalty 3158.017601 = -1912353.358501
  nChanged 161
		SP:Iteration 22Q (24268.170000 sec): 3 clusters
  Score: Raw -1915553.394727 + Penalty 3158.017601 = -1912395.377126
  nChanged 150
		SP:Iteration 23Q (24268.380000 sec): 3 clusters
  Score: Raw -1915593.335963 + Penalty 3158.017601 = -1912435.318361
  nChanged 155
		SP:Iteration 24Q (24268.660000 sec): 3 clusters
  Score: Raw -1915627.748991 + Penalty 3158.017601 = -1912469.731390
  nChanged 134
		SP:Iteration 25Q (24268.960000 sec): 3 clusters
  Score: Raw -1915656.671964 + Penalty 3158.017601 = -1912498.654363
  nChanged 130
		SP:Iteration 26Q (24269.180000 sec): 3 clusters
  Score: Raw -1915680.937038 + Penalty 3158.017601 = -1912522.919437
  nChanged 120
		SP:Iteration 27Q (24269.480000 sec): 3 clusters
  Score: Raw -1915710.263942 + Penalty 3158.017601 = -1912552.246341
  nChanged 126
		SP:Iteration 28Q (24269.700000 sec): 3 clusters
  Score: Raw -1915741.872940 + Penalty 3158.017601 = -1912583.855338
  nChanged 111
		SP:Iteration 29Q (24269.940000 sec): 3 clusters
  Score: Raw -1915766.040915 + Penalty 3158.017601 = -1912608.023314
  nChanged 83
		SP:Iteration 30Q (24270.220000 sec): 3 clusters
  Score: Raw -1915783.775329 + Penalty 3158.017601 = -1912625.757727
  nChanged 81
		SP:Iteration 31Q (24270.470000 sec): 3 clusters
  Score: Raw -1915796.534995 + Penalty 3158.017601 = -1912638.517394
  nChanged 68
		SP:Iteration 32Q (24270.740000 sec): 3 clusters
  Score: Raw -1915807.084509 + Penalty 3158.017601 = -1912649.066907
  nChanged 69
		SP:Iteration 33Q (24270.960000 sec): 3 clusters
  Score: Raw -1915818.462378 + Penalty 3158.017601 = -1912660.444776
  nChanged 74
		SP:Iteration 34Q (24271.230000 sec): 3 clusters
  Score: Raw -1915830.443175 + Penalty 3158.017601 = -1912672.425574
  nChanged 57
		SP:Iteration 35Q (24271.500000 sec): 3 clusters
  Score: Raw -1915838.180007 + Penalty 3158.017601 = -1912680.162406
  nChanged 49
		SP:Iteration 36Q (24271.770000 sec): 3 clusters
  Score: Raw -1915843.998966 + Penalty 3158.017601 = -1912685.981364
  nChanged 48
		SP:Iteration 37Q (24272.070000 sec): 3 clusters
  Score: Raw -1915852.191490 + Penalty 3158.017601 = -1912694.173889
  nChanged 59
		SP:Iteration 38Q (24272.350000 sec): 3 clusters
  Score: Raw -1915861.173306 + Penalty 3158.017601 = -1912703.155705
  nChanged 47
		SP:Iteration 39Q (24272.590000 sec): 3 clusters
  Score: Raw -1915867.472728 + Penalty 3158.017601 = -1912709.455127
  nChanged 52
		SP:Iteration 40F (24272.850000 sec): 3 clusters
  Score: Raw -1915874.606344 + Penalty 3158.017601 = -1912716.588743
  nChanged 50
		SP:Iteration 41Q (24273.100000 sec): 3 clusters
  Score: Raw -1915881.296325 + Penalty 3158.017601 = -1912723.278723
  nChanged 42
		SP:Iteration 42Q (24273.350000 sec): 3 clusters
  Score: Raw -1915885.186895 + Penalty 3158.017601 = -1912727.169293
  nChanged 25
		SP:Iteration 43Q (24273.560000 sec): 3 clusters
  Score: Raw -1915887.357266 + Penalty 3158.017601 = -1912729.339664
  nChanged 20
		SP:Iteration 44Q (24273.790000 sec): 3 clusters
  Score: Raw -1915889.262571 + Penalty 3158.017601 = -1912731.244970
  nChanged 25
		SP:Iteration 45Q (24274.090000 sec): 3 clusters
  Score: Raw -1915891.413105 + Penalty 3158.017601 = -1912733.395503
  nChanged 26
		SP:Iteration 46Q (24274.300000 sec): 3 clusters
  Score: Raw -1915893.742798 + Penalty 3158.017601 = -1912735.725196
  nChanged 20
		SP:Iteration 47Q (24274.580000 sec): 3 clusters
  Score: Raw -1915895.707797 + Penalty 3158.017601 = -1912737.690195
  nChanged 24
		SP:Iteration 48Q (24274.840000 sec): 3 clusters
  Score: Raw -1915898.217255 + Penalty 3158.017601 = -1912740.199654
  nChanged 39
		SP:Iteration 49Q (24275.060000 sec): 3 clusters
  Score: Raw -1915902.139240 + Penalty 3158.017601 = -1912744.121638
  nChanged 31
		SP:Iteration 50Q (24275.300000 sec): 3 clusters
  Score: Raw -1915905.109914 + Penalty 3158.017601 = -1912747.092313
  nChanged 24
		SP:Iteration 51Q (24275.520000 sec): 3 clusters
  Score: Raw -1915907.111359 + Penalty 3158.017601 = -1912749.093758
  nChanged 21
		SP:Iteration 52Q (24275.770000 sec): 3 clusters
  Score: Raw -1915908.710712 + Penalty 3158.017601 = -1912750.693110
  nChanged 18
		SP:Iteration 53Q (24276.010000 sec): 3 clusters
  Score: Raw -1915910.886183 + Penalty 3158.017601 = -1912752.868582
  nChanged 23
		SP:Iteration 54Q (24276.280000 sec): 3 clusters
  Score: Raw -1915913.323166 + Penalty 3158.017601 = -1912755.305565
  nChanged 25
		SP:Iteration 55Q (24276.510000 sec): 3 clusters
  Score: Raw -1915916.152250 + Penalty 3158.017601 = -1912758.134649
  nChanged 31
		SP:Iteration 56Q (24276.780000 sec): 3 clusters
  Score: Raw -1915919.521391 + Penalty 3158.017601 = -1912761.503789
  nChanged 28
		SP:Iteration 57Q (24277.050000 sec): 3 clusters
  Score: Raw -1915922.401404 + Penalty 3158.017601 = -1912764.383803
  nChanged 23
		SP:Iteration 58Q (24277.270000 sec): 3 clusters
  Score: Raw -1915924.759642 + Penalty 3158.017601 = -1912766.742040
  nChanged 20
		SP:Iteration 59Q (24277.480000 sec): 3 clusters
  Score: Raw -1915927.228915 + Penalty 3158.017601 = -1912769.211314
  nChanged 17
		SP:Iteration 60F (24277.730000 sec): 3 clusters
  Score: Raw -1915928.437575 + Penalty 3158.017601 = -1912770.419973
  nChanged 11
		SP:Iteration 61Q (24277.980000 sec): 3 clusters
  Score: Raw -1915929.229732 + Penalty 3158.017601 = -1912771.212130
  nChanged 4
		SP:Iteration 62Q (24278.280000 sec): 3 clusters
  Score: Raw -1915929.570603 + Penalty 3158.017601 = -1912771.553001
  nChanged 7
		SP:Iteration 63Q (24278.550000 sec): 3 clusters
  Score: Raw -1915930.150382 + Penalty 3158.017601 = -1912772.132781
  nChanged 11
		SP:Iteration 64Q (24278.810000 sec): 3 clusters
  Score: Raw -1915930.906523 + Penalty 3158.017601 = -1912772.888921
  nChanged 6
		SP:Iteration 65Q (24279.100000 sec): 3 clusters
  Score: Raw -1915931.273893 + Penalty 3158.017601 = -1912773.256291
  nChanged 7
		SP:Iteration 66Q (24279.350000 sec): 3 clusters
  Score: Raw -1915931.845522 + Penalty 3158.017601 = -1912773.827920
  nChanged 7
		SP:Iteration 67Q (24279.590000 sec): 3 clusters
  Score: Raw -1915932.358621 + Penalty 3158.017601 = -1912774.341019
  nChanged 9
		SP:Iteration 68Q (24279.790000 sec): 3 clusters
  Score: Raw -1915932.876827 + Penalty 3158.017601 = -1912774.859226
  nChanged 8
		SP:Iteration 69Q (24280.040000 sec): 3 clusters
  Score: Raw -1915933.715243 + Penalty 3158.017601 = -1912775.697642
  nChanged 15
		SP:Iteration 70Q (24280.270000 sec): 3 clusters
  Score: Raw -1915934.934088 + Penalty 3158.017601 = -1912776.916486
  nChanged 10
		SP:Iteration 71Q (24280.530000 sec): 3 clusters
  Score: Raw -1915935.538937 + Penalty 3158.017601 = -1912777.521335
  nChanged 11
		SP:Iteration 72Q (24280.810000 sec): 3 clusters
  Score: Raw -1915936.367711 + Penalty 3158.017601 = -1912778.350109
  nChanged 8
		SP:Iteration 73Q (24281.060000 sec): 3 clusters
  Score: Raw -1915937.024036 + Penalty 3158.017601 = -1912779.006435
  nChanged 8
		SP:Iteration 74Q (24281.310000 sec): 3 clusters
  Score: Raw -1915937.639478 + Penalty 3158.017601 = -1912779.621877
  nChanged 9
		SP:Iteration 75Q (24281.580000 sec): 3 clusters
  Score: Raw -1915938.671643 + Penalty 3158.017601 = -1912780.654041
  nChanged 11
		SP:Iteration 76Q (24281.850000 sec): 3 clusters
  Score: Raw -1915939.635855 + Penalty 3158.017601 = -1912781.618254
  nChanged 11
		SP:Iteration 77Q (24282.120000 sec): 3 clusters
  Score: Raw -1915940.378598 + Penalty 3158.017601 = -1912782.360997
  nChanged 8
		SP:Iteration 78Q (24282.320000 sec): 3 clusters
  Score: Raw -1915940.792078 + Penalty 3158.017601 = -1912782.774477
  nChanged 8
		SP:Iteration 79Q (24282.600000 sec): 3 clusters
  Score: Raw -1915941.179515 + Penalty 3158.017601 = -1912783.161913
  nChanged 4
		SP:Iteration 80F (24282.820000 sec): 3 clusters
  Score: Raw -1915941.548888 + Penalty 3158.017601 = -1912783.531286
  nChanged 8
		SP:Iteration 81Q (24283.060000 sec): 3 clusters
  Score: Raw -1915942.102297 + Penalty 3158.017601 = -1912784.084695
  nChanged 4
		SP:Iteration 82Q (24283.360000 sec): 3 clusters
  Score: Raw -1915942.429895 + Penalty 3158.017601 = -1912784.412294
  nChanged 5
		SP:Iteration 83Q (24283.570000 sec): 3 clusters
  Score: Raw -1915942.771096 + Penalty 3158.017601 = -1912784.753495
  nChanged 6
		SP:Iteration 84Q (24283.870000 sec): 3 clusters
  Score: Raw -1915943.138089 + Penalty 3158.017601 = -1912785.120488
  nChanged 3
		SP:Iteration 85Q (24284.070000 sec): 3 clusters
  Score: Raw -1915943.360534 + Penalty 3158.017601 = -1912785.342933
  nChanged 1
		SP:Iteration 86Q (24284.320000 sec): 3 clusters
  Score: Raw -1915943.395864 + Penalty 3158.017601 = -1912785.378263
  nChanged 0
		SP:Iteration 87F (24284.590000 sec): 3 clusters
  Score: Raw -1915943.395864 + Penalty 3158.017601 = -1912785.378263
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24284.700000 sec): 2 clusters
  Score: Raw -21397.700953 + Penalty 891.952381 = -20505.748572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24284.860000 sec): 3 clusters
  Score: Raw -21563.457127 + Penalty 1783.904761 = -19779.552366
  nChanged 50
		SP:Iteration 1F (24285.080000 sec): 3 clusters
  Score: Raw -21808.617623 + Penalty 1783.904761 = -20024.712862
  nChanged 16
		SP:Iteration 2F (24285.310000 sec): 3 clusters
  Score: Raw -21903.954217 + Penalty 1783.904761 = -20120.049456
  nChanged 8
		SP:Iteration 3Q (24285.460000 sec): 3 clusters
  Score: Raw -21956.211178 + Penalty 1783.904761 = -20172.306417
  nChanged 4
		SP:Iteration 4Q (24285.680000 sec): 3 clusters
  Score: Raw -21988.647118 + Penalty 1783.904761 = -20204.742357
  nChanged 1
		SP:Iteration 5Q (24285.880000 sec): 3 clusters
  Score: Raw -22002.087560 + Penalty 1783.904761 = -20218.182799
  nChanged 0
		SP:Iteration 6F (24286.040000 sec): 3 clusters
  Score: Raw -22002.087560 + Penalty 1783.904761 = -20218.182799
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24286.150000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24286.330000 sec): 3 clusters
  Score: Raw -56152.101199 + Penalty 2010.517803 = -54141.583396
  nChanged 101
		SP:Iteration 1F (24286.560000 sec): 3 clusters
  Score: Raw -56330.738574 + Penalty 2010.517803 = -54320.220771
  nChanged 29
		SP:Iteration 2F (24286.760000 sec): 3 clusters
  Score: Raw -56377.783356 + Penalty 2010.517803 = -54367.265554
  nChanged 10
		SP:Iteration 3Q (24286.970000 sec): 3 clusters
  Score: Raw -56396.309587 + Penalty 2010.517803 = -54385.791784
  nChanged 10
		SP:Iteration 4Q (24287.210000 sec): 3 clusters
  Score: Raw -56410.926742 + Penalty 2010.517803 = -54400.408939
  nChanged 5
		SP:Iteration 5Q (24287.410000 sec): 3 clusters
  Score: Raw -56417.876243 + Penalty 2010.517803 = -54407.358441
  nChanged 2
		SP:Iteration 6Q (24287.650000 sec): 3 clusters
  Score: Raw -56422.593521 + Penalty 2010.517803 = -54412.075718
  nChanged 2
		SP:Iteration 7Q (24287.860000 sec): 3 clusters
  Score: Raw -56424.051021 + Penalty 2010.517803 = -54413.533218
  nChanged 1
		SP:Iteration 8Q (24288.060000 sec): 3 clusters
  Score: Raw -56425.006530 + Penalty 2010.517803 = -54414.488727
  nChanged 2
		SP:Iteration 9Q (24288.270000 sec): 3 clusters
  Score: Raw -56426.648215 + Penalty 2010.517803 = -54416.130413
  nChanged 1
		SP:Iteration 10Q (24288.440000 sec): 3 clusters
  Score: Raw -56435.382108 + Penalty 2010.517803 = -54424.864305
  nChanged 2
		SP:Iteration 11Q (24288.670000 sec): 3 clusters
  Score: Raw -56437.707067 + Penalty 2010.517803 = -54427.189264
  nChanged 0
		SP:Iteration 12F (24288.870000 sec): 3 clusters
  Score: Raw -56437.707067 + Penalty 2010.517803 = -54427.189264
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (313194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24290.300000 sec): 2 clusters
  Score: Raw -38173124.214051 + Penalty 2056.368939 = -38171067.845112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24291.830000 sec): 3 clusters
  Score: Raw -37963620.747269 + Penalty 4112.737878 = -37959508.009391
  nChanged 152704
		SP:Iteration 1F (24293.280000 sec): 3 clusters
  Score: Raw -38054932.866100 + Penalty 4112.737878 = -38050820.128223
  nChanged 8294
		SP:Iteration 2Q (24294.760000 sec): 3 clusters
  Score: Raw -38056620.230031 + Penalty 4112.737878 = -38052507.492153
  nChanged 9328
		SP:Iteration 3Q (24296.280000 sec): 3 clusters
  Score: Raw -38058876.126288 + Penalty 4112.737878 = -38054763.388410
  nChanged 11047
		SP:Iteration 4Q (24297.700000 sec): 3 clusters
  Score: Raw -38062155.744261 + Penalty 4112.737878 = -38058043.006383
  nChanged 13576
		SP:Iteration 5Q (24299.090000 sec): 3 clusters
  Score: Raw -38067259.853298 + Penalty 4112.737878 = -38063147.115420
  nChanged 16957
		SP:Iteration 6F (24300.520000 sec): 3 clusters
  Score: Raw -38075490.544938 + Penalty 4112.737878 = -38071377.807060
  nChanged 20627
		SP:Iteration 7F (24302.090000 sec): 3 clusters
  Score: Raw -38087926.855398 + Penalty 4112.737878 = -38083814.117521
  nChanged 22311
		SP:Iteration 8F (24303.550000 sec): 3 clusters
  Score: Raw -38104100.625717 + Penalty 4112.737878 = -38099987.887840
  nChanged 20911
		SP:Iteration 9F (24305.010000 sec): 3 clusters
  Score: Raw -38121486.296104 + Penalty 4112.737878 = -38117373.558226
  nChanged 16683
		SP:Iteration 10F (24306.500000 sec): 3 clusters
  Score: Raw -38136305.133602 + Penalty 4112.737878 = -38132192.395724
  nChanged 11919
		SP:Iteration 11Q (24308.060000 sec): 3 clusters
  Score: Raw -38146183.049039 + Penalty 4112.737878 = -38142070.311161
  nChanged 8319
		SP:Iteration 12Q (24309.730000 sec): 3 clusters
  Score: Raw -38151903.610356 + Penalty 4112.737878 = -38147790.872479
  nChanged 6072
		SP:Iteration 13Q (24311.270000 sec): 3 clusters
  Score: Raw -38155608.290498 + Penalty 4112.737878 = -38151495.552620
  nChanged 5167
		SP:Iteration 14Q (24312.750000 sec): 3 clusters
  Score: Raw -38158445.702626 + Penalty 4112.737878 = -38154332.964748
  nChanged 4480
		SP:Iteration 15Q (24314.370000 sec): 3 clusters
  Score: Raw -38160791.060864 + Penalty 4112.737878 = -38156678.322986
  nChanged 3980
		SP:Iteration 16Q (24316.040000 sec): 3 clusters
  Score: Raw -38162893.798115 + Penalty 4112.737878 = -38158781.060237
  nChanged 3423
		SP:Iteration 17Q (24317.500000 sec): 3 clusters
  Score: Raw -38164741.133762 + Penalty 4112.737878 = -38160628.395884
  nChanged 3053
		SP:Iteration 18Q (24318.910000 sec): 3 clusters
  Score: Raw -38166389.287455 + Penalty 4112.737878 = -38162276.549577
  nChanged 2579
		SP:Iteration 19Q (24320.390000 sec): 3 clusters
  Score: Raw -38167760.684320 + Penalty 4112.737878 = -38163647.946442
  nChanged 2188
		SP:Iteration 20F (24322.090000 sec): 3 clusters
  Score: Raw -38168916.172630 + Penalty 4112.737878 = -38164803.434752
  nChanged 1843
		SP:Iteration 21Q (24323.620000 sec): 3 clusters
  Score: Raw -38169854.325826 + Penalty 4112.737878 = -38165741.587948
  nChanged 1463
		SP:Iteration 22Q (24325.280000 sec): 3 clusters
  Score: Raw -38170577.757749 + Penalty 4112.737878 = -38166465.019871
  nChanged 1184
		SP:Iteration 23Q (24326.890000 sec): 3 clusters
  Score: Raw -38171134.302085 + Penalty 4112.737878 = -38167021.564207
  nChanged 1019
		SP:Iteration 24Q (24328.350000 sec): 3 clusters
  Score: Raw -38171587.653271 + Penalty 4112.737878 = -38167474.915393
  nChanged 837
		SP:Iteration 25Q (24329.800000 sec): 3 clusters
  Score: Raw -38171949.824926 + Penalty 4112.737878 = -38167837.087048
  nChanged 737
		SP:Iteration 26Q (24331.140000 sec): 3 clusters
  Score: Raw -38172279.858873 + Penalty 4112.737878 = -38168167.120995
  nChanged 599
		SP:Iteration 27Q (24332.420000 sec): 3 clusters
  Score: Raw -38172546.496170 + Penalty 4112.737878 = -38168433.758292
  nChanged 505
		SP:Iteration 28Q (24333.670000 sec): 3 clusters
  Score: Raw -38172757.949193 + Penalty 4112.737878 = -38168645.211315
  nChanged 423
		SP:Iteration 29Q (24334.900000 sec): 3 clusters
  Score: Raw -38172916.162656 + Penalty 4112.737878 = -38168803.424778
  nChanged 353
		SP:Iteration 30Q (24336.170000 sec): 3 clusters
  Score: Raw -38173036.251769 + Penalty 4112.737878 = -38168923.513891
  nChanged 275
		SP:Iteration 31Q (24337.490000 sec): 3 clusters
  Score: Raw -38173126.782999 + Penalty 4112.737878 = -38169014.045121
  nChanged 244
		SP:Iteration 32Q (24338.940000 sec): 3 clusters
  Score: Raw -38173202.643727 + Penalty 4112.737878 = -38169089.905849
  nChanged 215
		SP:Iteration 33Q (24340.400000 sec): 3 clusters
  Score: Raw -38173265.875442 + Penalty 4112.737878 = -38169153.137564
  nChanged 191
		SP:Iteration 34Q (24341.820000 sec): 3 clusters
  Score: Raw -38173331.927673 + Penalty 4112.737878 = -38169219.189795
  nChanged 188
		SP:Iteration 35Q (24343.260000 sec): 3 clusters
  Score: Raw -38173394.011547 + Penalty 4112.737878 = -38169281.273669
  nChanged 150
		SP:Iteration 36Q (24344.640000 sec): 3 clusters
  Score: Raw -38173439.333473 + Penalty 4112.737878 = -38169326.595595
  nChanged 146
		SP:Iteration 37Q (24346.000000 sec): 3 clusters
  Score: Raw -38173483.169998 + Penalty 4112.737878 = -38169370.432120
  nChanged 128
		SP:Iteration 38Q (24347.380000 sec): 3 clusters
  Score: Raw -38173519.058022 + Penalty 4112.737878 = -38169406.320144
  nChanged 101
		SP:Iteration 39Q (24348.660000 sec): 3 clusters
  Score: Raw -38173549.139531 + Penalty 4112.737878 = -38169436.401653
  nChanged 96
		SP:Iteration 40F (24350.370000 sec): 3 clusters
  Score: Raw -38173575.103926 + Penalty 4112.737878 = -38169462.366049
  nChanged 87
		SP:Iteration 41Q (24351.680000 sec): 3 clusters
  Score: Raw -38173599.058294 + Penalty 4112.737878 = -38169486.320416
  nChanged 68
		SP:Iteration 42Q (24353.080000 sec): 3 clusters
  Score: Raw -38173617.156517 + Penalty 4112.737878 = -38169504.418639
  nChanged 71
		SP:Iteration 43Q (24354.500000 sec): 3 clusters
  Score: Raw -38173634.612882 + Penalty 4112.737878 = -38169521.875004
  nChanged 58
		SP:Iteration 44Q (24355.900000 sec): 3 clusters
  Score: Raw -38173649.705154 + Penalty 4112.737878 = -38169536.967276
  nChanged 56
		SP:Iteration 45Q (24357.080000 sec): 3 clusters
  Score: Raw -38173665.108848 + Penalty 4112.737878 = -38169552.370970
  nChanged 48
		SP:Iteration 46Q (24358.480000 sec): 3 clusters
  Score: Raw -38173676.711822 + Penalty 4112.737878 = -38169563.973944
  nChanged 39
		SP:Iteration 47Q (24359.930000 sec): 3 clusters
  Score: Raw -38173686.598759 + Penalty 4112.737878 = -38169573.860881
  nChanged 43
		SP:Iteration 48Q (24361.360000 sec): 3 clusters
  Score: Raw -38173697.942659 + Penalty 4112.737878 = -38169585.204781
  nChanged 35
		SP:Iteration 49Q (24362.690000 sec): 3 clusters
  Score: Raw -38173707.042250 + Penalty 4112.737878 = -38169594.304372
  nChanged 37
		SP:Iteration 50Q (24364.000000 sec): 3 clusters
  Score: Raw -38173716.288311 + Penalty 4112.737878 = -38169603.550433
  nChanged 31
		SP:Iteration 51Q (24365.430000 sec): 3 clusters
  Score: Raw -38173722.666683 + Penalty 4112.737878 = -38169609.928805
  nChanged 25
		SP:Iteration 52Q (24366.800000 sec): 3 clusters
  Score: Raw -38173727.616747 + Penalty 4112.737878 = -38169614.878869
  nChanged 14
		SP:Iteration 53Q (24368.100000 sec): 3 clusters
  Score: Raw -38173730.644561 + Penalty 4112.737878 = -38169617.906683
  nChanged 15
		SP:Iteration 54Q (24369.350000 sec): 3 clusters
  Score: Raw -38173733.672528 + Penalty 4112.737878 = -38169620.934650
  nChanged 20
		SP:Iteration 55Q (24370.640000 sec): 3 clusters
  Score: Raw -38173737.579423 + Penalty 4112.737878 = -38169624.841545
  nChanged 15
		SP:Iteration 56Q (24371.920000 sec): 3 clusters
  Score: Raw -38173740.349450 + Penalty 4112.737878 = -38169627.611572
  nChanged 12
		SP:Iteration 57Q (24373.220000 sec): 3 clusters
  Score: Raw -38173742.298822 + Penalty 4112.737878 = -38169629.560944
  nChanged 7
		SP:Iteration 58Q (24374.590000 sec): 3 clusters
  Score: Raw -38173743.217835 + Penalty 4112.737878 = -38169630.479957
  nChanged 8
		SP:Iteration 59Q (24375.980000 sec): 3 clusters
  Score: Raw -38173744.159679 + Penalty 4112.737878 = -38169631.421801
  nChanged 5
		SP:Iteration 60F (24377.490000 sec): 3 clusters
  Score: Raw -38173744.877912 + Penalty 4112.737878 = -38169632.140034
  nChanged 2
		SP:Iteration 61Q (24378.820000 sec): 3 clusters
  Score: Raw -38173745.124480 + Penalty 4112.737878 = -38169632.386602
  nChanged 1
		SP:Iteration 62Q (24380.060000 sec): 3 clusters
  Score: Raw -38173745.216746 + Penalty 4112.737878 = -38169632.478868
  nChanged 2
		SP:Iteration 63Q (24381.320000 sec): 3 clusters
  Score: Raw -38173745.428600 + Penalty 4112.737878 = -38169632.690722
  nChanged 3
		SP:Iteration 64Q (24382.700000 sec): 3 clusters
  Score: Raw -38173745.691611 + Penalty 4112.737878 = -38169632.953734
  nChanged 1
		SP:Iteration 65Q (24384.090000 sec): 3 clusters
  Score: Raw -38173745.881365 + Penalty 4112.737878 = -38169633.143487
  nChanged 1
		SP:Iteration 66Q (24385.540000 sec): 3 clusters
  Score: Raw -38173745.980809 + Penalty 4112.737878 = -38169633.242932
  nChanged 3
		SP:Iteration 67Q (24387.120000 sec): 3 clusters
  Score: Raw -38173746.604586 + Penalty 4112.737878 = -38169633.866708
  nChanged 4
		SP:Iteration 68Q (24388.760000 sec): 3 clusters
  Score: Raw -38173746.943552 + Penalty 4112.737878 = -38169634.205674
  nChanged 1
		SP:Iteration 69Q (24390.460000 sec): 3 clusters
  Score: Raw -38173747.079011 + Penalty 4112.737878 = -38169634.341133
  nChanged 0
		SP:Iteration 70F (24391.990000 sec): 3 clusters
  Score: Raw -38173747.079011 + Penalty 4112.737878 = -38169634.341133
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (34082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24392.350000 sec): 2 clusters
  Score: Raw -4151243.214574 + Penalty 1695.935258 = -4149547.279316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24392.700000 sec): 3 clusters
  Score: Raw -4130016.374583 + Penalty 3391.870516 = -4126624.504067
  nChanged 15862
		SP:Iteration 1F (24392.980000 sec): 3 clusters
  Score: Raw -4138778.443640 + Penalty 3391.870516 = -4135386.573124
  nChanged 1451
		SP:Iteration 2Q (24393.360000 sec): 3 clusters
  Score: Raw -4139260.108738 + Penalty 3391.870516 = -4135868.238222
  nChanged 1503
		SP:Iteration 3Q (24393.740000 sec): 3 clusters
  Score: Raw -4139891.248713 + Penalty 3391.870516 = -4136499.378197
  nChanged 1655
		SP:Iteration 4Q (24394.030000 sec): 3 clusters
  Score: Raw -4140749.736113 + Penalty 3391.870516 = -4137357.865597
  nChanged 1894
		SP:Iteration 5F (24394.350000 sec): 3 clusters
  Score: Raw -4141930.274844 + Penalty 3391.870516 = -4138538.404328
  nChanged 2210
		SP:Iteration 6F (24394.710000 sec): 3 clusters
  Score: Raw -4143391.628713 + Penalty 3391.870516 = -4139999.758196
  nChanged 2341
		SP:Iteration 7F (24395.060000 sec): 3 clusters
  Score: Raw -4145053.029679 + Penalty 3391.870516 = -4141661.159163
  nChanged 2306
		SP:Iteration 8F (24395.350000 sec): 3 clusters
  Score: Raw -4146674.759499 + Penalty 3391.870516 = -4143282.888983
  nChanged 1971
		SP:Iteration 9F (24395.720000 sec): 3 clusters
  Score: Raw -4147873.017142 + Penalty 3391.870516 = -4144481.146626
  nChanged 1436
		SP:Iteration 10Q (24396.080000 sec): 3 clusters
  Score: Raw -4148558.783156 + Penalty 3391.870516 = -4145166.912640
  nChanged 996
		SP:Iteration 11Q (24396.360000 sec): 3 clusters
  Score: Raw -4148939.477332 + Penalty 3391.870516 = -4145547.606816
  nChanged 707
		SP:Iteration 12Q (24396.700000 sec): 3 clusters
  Score: Raw -4149167.394564 + Penalty 3391.870516 = -4145775.524048
  nChanged 529
		SP:Iteration 13Q (24397.040000 sec): 3 clusters
  Score: Raw -4149322.685570 + Penalty 3391.870516 = -4145930.815054
  nChanged 423
		SP:Iteration 14Q (24397.400000 sec): 3 clusters
  Score: Raw -4149439.816191 + Penalty 3391.870516 = -4146047.945675
  nChanged 399
		SP:Iteration 15Q (24397.720000 sec): 3 clusters
  Score: Raw -4149551.931959 + Penalty 3391.870516 = -4146160.061443
  nChanged 388
		SP:Iteration 16Q (24398.080000 sec): 3 clusters
  Score: Raw -4149659.659948 + Penalty 3391.870516 = -4146267.789432
  nChanged 374
		SP:Iteration 17Q (24398.400000 sec): 3 clusters
  Score: Raw -4149758.478994 + Penalty 3391.870516 = -4146366.608478
  nChanged 332
		SP:Iteration 18Q (24398.720000 sec): 3 clusters
  Score: Raw -4149840.311620 + Penalty 3391.870516 = -4146448.441104
  nChanged 315
		SP:Iteration 19Q (24399.050000 sec): 3 clusters
  Score: Raw -4149919.687283 + Penalty 3391.870516 = -4146527.816767
  nChanged 313
		SP:Iteration 20F (24399.380000 sec): 3 clusters
  Score: Raw -4150000.913593 + Penalty 3391.870516 = -4146609.043077
  nChanged 300
		SP:Iteration 21Q (24399.690000 sec): 3 clusters
  Score: Raw -4150078.812936 + Penalty 3391.870516 = -4146686.942420
  nChanged 308
		SP:Iteration 22Q (24400.020000 sec): 3 clusters
  Score: Raw -4150162.136696 + Penalty 3391.870516 = -4146770.266180
  nChanged 311
		SP:Iteration 23Q (24400.340000 sec): 3 clusters
  Score: Raw -4150248.031025 + Penalty 3391.870516 = -4146856.160509
  nChanged 310
		SP:Iteration 24Q (24400.640000 sec): 3 clusters
  Score: Raw -4150348.024902 + Penalty 3391.870516 = -4146956.154386
  nChanged 334
		SP:Iteration 25Q (24401.000000 sec): 3 clusters
  Score: Raw -4150458.219423 + Penalty 3391.870516 = -4147066.348907
  nChanged 340
		SP:Iteration 26Q (24401.370000 sec): 3 clusters
  Score: Raw -4150573.780270 + Penalty 3391.870516 = -4147181.909754
  nChanged 317
		SP:Iteration 27Q (24401.690000 sec): 3 clusters
  Score: Raw -4150687.650885 + Penalty 3391.870516 = -4147295.780369
  nChanged 305
		SP:Iteration 28Q (24402.090000 sec): 3 clusters
  Score: Raw -4150813.938813 + Penalty 3391.870516 = -4147422.068297
  nChanged 304
		SP:Iteration 29Q (24402.470000 sec): 3 clusters
  Score: Raw -4150935.544917 + Penalty 3391.870516 = -4147543.674400
  nChanged 293
		SP:Iteration 30Q (24402.810000 sec): 3 clusters
  Score: Raw -4151048.550781 + Penalty 3391.870516 = -4147656.680265
  nChanged 295
		SP:Iteration 31Q (24403.180000 sec): 3 clusters
  Score: Raw -4151156.189154 + Penalty 3391.870516 = -4147764.318638
  nChanged 259
		SP:Iteration 32Q (24403.520000 sec): 3 clusters
  Score: Raw -4151248.777222 + Penalty 3391.870516 = -4147856.906706
  nChanged 261
		SP:Iteration 33Q (24403.870000 sec): 3 clusters
  Score: Raw -4151332.824811 + Penalty 3391.870516 = -4147940.954294
  nChanged 222
		SP:Iteration 34Q (24404.170000 sec): 3 clusters
  Score: Raw -4151392.407767 + Penalty 3391.870516 = -4148000.537251
  nChanged 194
		SP:Iteration 35Q (24404.520000 sec): 3 clusters
  Score: Raw -4151447.717224 + Penalty 3391.870516 = -4148055.846708
  nChanged 177
		SP:Iteration 36Q (24404.870000 sec): 3 clusters
  Score: Raw -4151497.123348 + Penalty 3391.870516 = -4148105.252832
  nChanged 150
		SP:Iteration 37Q (24405.200000 sec): 3 clusters
  Score: Raw -4151539.106135 + Penalty 3391.870516 = -4148147.235619
  nChanged 137
		SP:Iteration 38Q (24405.480000 sec): 3 clusters
  Score: Raw -4151572.960046 + Penalty 3391.870516 = -4148181.089530
  nChanged 130
		SP:Iteration 39Q (24405.850000 sec): 3 clusters
  Score: Raw -4151602.672236 + Penalty 3391.870516 = -4148210.801720
  nChanged 115
		SP:Iteration 40F (24406.160000 sec): 3 clusters
  Score: Raw -4151627.751657 + Penalty 3391.870516 = -4148235.881141
  nChanged 93
		SP:Iteration 41Q (24406.520000 sec): 3 clusters
  Score: Raw -4151648.359980 + Penalty 3391.870516 = -4148256.489464
  nChanged 93
		SP:Iteration 42Q (24406.830000 sec): 3 clusters
  Score: Raw -4151664.971317 + Penalty 3391.870516 = -4148273.100801
  nChanged 80
		SP:Iteration 43Q (24407.190000 sec): 3 clusters
  Score: Raw -4151679.313663 + Penalty 3391.870516 = -4148287.443147
  nChanged 74
		SP:Iteration 44Q (24407.510000 sec): 3 clusters
  Score: Raw -4151693.264970 + Penalty 3391.870516 = -4148301.394454
  nChanged 73
		SP:Iteration 45Q (24407.890000 sec): 3 clusters
  Score: Raw -4151704.888312 + Penalty 3391.870516 = -4148313.017796
  nChanged 59
		SP:Iteration 46Q (24408.200000 sec): 3 clusters
  Score: Raw -4151715.778385 + Penalty 3391.870516 = -4148323.907869
  nChanged 53
		SP:Iteration 47Q (24408.480000 sec): 3 clusters
  Score: Raw -4151723.759572 + Penalty 3391.870516 = -4148331.889056
  nChanged 49
		SP:Iteration 48Q (24408.830000 sec): 3 clusters
  Score: Raw -4151730.311449 + Penalty 3391.870516 = -4148338.440933
  nChanged 41
		SP:Iteration 49Q (24409.120000 sec): 3 clusters
  Score: Raw -4151735.967667 + Penalty 3391.870516 = -4148344.097151
  nChanged 42
		SP:Iteration 50Q (24409.450000 sec): 3 clusters
  Score: Raw -4151741.548337 + Penalty 3391.870516 = -4148349.677821
  nChanged 36
		SP:Iteration 51Q (24409.750000 sec): 3 clusters
  Score: Raw -4151747.646847 + Penalty 3391.870516 = -4148355.776331
  nChanged 35
		SP:Iteration 52Q (24410.080000 sec): 3 clusters
  Score: Raw -4151752.465172 + Penalty 3391.870516 = -4148360.594656
  nChanged 23
		SP:Iteration 53Q (24410.370000 sec): 3 clusters
  Score: Raw -4151755.405797 + Penalty 3391.870516 = -4148363.535281
  nChanged 19
		SP:Iteration 54Q (24410.730000 sec): 3 clusters
  Score: Raw -4151757.822543 + Penalty 3391.870516 = -4148365.952027
  nChanged 20
		SP:Iteration 55Q (24411.040000 sec): 3 clusters
  Score: Raw -4151759.909127 + Penalty 3391.870516 = -4148368.038611
  nChanged 12
		SP:Iteration 56Q (24411.410000 sec): 3 clusters
  Score: Raw -4151761.213072 + Penalty 3391.870516 = -4148369.342556
  nChanged 7
		SP:Iteration 57Q (24411.780000 sec): 3 clusters
  Score: Raw -4151761.952870 + Penalty 3391.870516 = -4148370.082354
  nChanged 12
		SP:Iteration 58Q (24412.100000 sec): 3 clusters
  Score: Raw -4151762.963975 + Penalty 3391.870516 = -4148371.093459
  nChanged 11
		SP:Iteration 59Q (24412.420000 sec): 3 clusters
  Score: Raw -4151764.199782 + Penalty 3391.870516 = -4148372.329266
  nChanged 11
		SP:Iteration 60F (24412.750000 sec): 3 clusters
  Score: Raw -4151765.421565 + Penalty 3391.870516 = -4148373.551049
  nChanged 15
		SP:Iteration 61Q (24413.120000 sec): 3 clusters
  Score: Raw -4151767.768183 + Penalty 3391.870516 = -4148375.897667
  nChanged 18
		SP:Iteration 62Q (24413.440000 sec): 3 clusters
  Score: Raw -4151770.582700 + Penalty 3391.870516 = -4148378.712184
  nChanged 28
		SP:Iteration 63Q (24413.760000 sec): 3 clusters
  Score: Raw -4151774.801483 + Penalty 3391.870516 = -4148382.930967
  nChanged 23
		SP:Iteration 64Q (24414.100000 sec): 3 clusters
  Score: Raw -4151777.559499 + Penalty 3391.870516 = -4148385.688983
  nChanged 13
		SP:Iteration 65Q (24414.480000 sec): 3 clusters
  Score: Raw -4151778.991561 + Penalty 3391.870516 = -4148387.121045
  nChanged 14
		SP:Iteration 66Q (24414.820000 sec): 3 clusters
  Score: Raw -4151780.560952 + Penalty 3391.870516 = -4148388.690436
  nChanged 18
		SP:Iteration 67Q (24415.240000 sec): 3 clusters
  Score: Raw -4151782.967950 + Penalty 3391.870516 = -4148391.097434
  nChanged 16
		SP:Iteration 68Q (24415.540000 sec): 3 clusters
  Score: Raw -4151784.487760 + Penalty 3391.870516 = -4148392.617243
  nChanged 10
		SP:Iteration 69Q (24415.900000 sec): 3 clusters
  Score: Raw -4151785.169329 + Penalty 3391.870516 = -4148393.298813
  nChanged 8
		SP:Iteration 70Q (24416.260000 sec): 3 clusters
  Score: Raw -4151785.885470 + Penalty 3391.870516 = -4148394.014954
  nChanged 5
		SP:Iteration 71Q (24416.640000 sec): 3 clusters
  Score: Raw -4151786.268426 + Penalty 3391.870516 = -4148394.397910
  nChanged 1
		SP:Iteration 72Q (24416.940000 sec): 3 clusters
  Score: Raw -4151786.352219 + Penalty 3391.870516 = -4148394.481703
  nChanged 0
		SP:Iteration 73F (24417.300000 sec): 3 clusters
  Score: Raw -4151786.352219 + Penalty 3391.870516 = -4148394.481703
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24417.520000 sec): 2 clusters
  Score: Raw -3744753.489281 + Penalty 1678.650924 = -3743074.838358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24417.850000 sec): 3 clusters
  Score: Raw -3725819.058224 + Penalty 3357.301847 = -3722461.756377
  nChanged 14149
		SP:Iteration 1F (24418.180000 sec): 3 clusters
  Score: Raw -3733813.056843 + Penalty 3357.301847 = -3730455.754996
  nChanged 1402
		SP:Iteration 2Q (24418.480000 sec): 3 clusters
  Score: Raw -3734283.270584 + Penalty 3357.301847 = -3730925.968737
  nChanged 1294
		SP:Iteration 3Q (24418.810000 sec): 3 clusters
  Score: Raw -3734814.434692 + Penalty 3357.301847 = -3731457.132845
  nChanged 1400
		SP:Iteration 4Q (24419.170000 sec): 3 clusters
  Score: Raw -3735507.473565 + Penalty 3357.301847 = -3732150.171718
  nChanged 1628
		SP:Iteration 5F (24419.480000 sec): 3 clusters
  Score: Raw -3736499.498618 + Penalty 3357.301847 = -3733142.196770
  nChanged 1913
		SP:Iteration 6F (24419.810000 sec): 3 clusters
  Score: Raw -3737809.436350 + Penalty 3357.301847 = -3734452.134502
  nChanged 2042
		SP:Iteration 7F (24420.080000 sec): 3 clusters
  Score: Raw -3739286.195338 + Penalty 3357.301847 = -3735928.893491
  nChanged 1984
		SP:Iteration 8F (24420.410000 sec): 3 clusters
  Score: Raw -3740599.951651 + Penalty 3357.301847 = -3737242.649804
  nChanged 1649
		SP:Iteration 9F (24420.750000 sec): 3 clusters
  Score: Raw -3741512.597196 + Penalty 3357.301847 = -3738155.295348
  nChanged 1300
		SP:Iteration 10Q (24421.090000 sec): 3 clusters
  Score: Raw -3742099.384288 + Penalty 3357.301847 = -3738742.082441
  nChanged 1001
		SP:Iteration 11Q (24421.420000 sec): 3 clusters
  Score: Raw -3742483.728767 + Penalty 3357.301847 = -3739126.426919
  nChanged 796
		SP:Iteration 12Q (24421.730000 sec): 3 clusters
  Score: Raw -3742765.239529 + Penalty 3357.301847 = -3739407.937681
  nChanged 767
		SP:Iteration 13Q (24422.020000 sec): 3 clusters
  Score: Raw -3743026.581982 + Penalty 3357.301847 = -3739669.280135
  nChanged 750
		SP:Iteration 14Q (24422.320000 sec): 3 clusters
  Score: Raw -3743267.764052 + Penalty 3357.301847 = -3739910.462205
  nChanged 700
		SP:Iteration 15Q (24422.650000 sec): 3 clusters
  Score: Raw -3743488.132613 + Penalty 3357.301847 = -3740130.830766
  nChanged 705
		SP:Iteration 16Q (24423.040000 sec): 3 clusters
  Score: Raw -3743716.112274 + Penalty 3357.301847 = -3740358.810426
  nChanged 724
		SP:Iteration 17Q (24423.380000 sec): 3 clusters
  Score: Raw -3743951.028753 + Penalty 3357.301847 = -3740593.726906
  nChanged 681
		SP:Iteration 18Q (24423.720000 sec): 3 clusters
  Score: Raw -3744163.312967 + Penalty 3357.301847 = -3740806.011120
  nChanged 597
		SP:Iteration 19Q (24424.010000 sec): 3 clusters
  Score: Raw -3744334.388066 + Penalty 3357.301847 = -3740977.086219
  nChanged 515
		SP:Iteration 20F (24424.340000 sec): 3 clusters
  Score: Raw -3744470.696939 + Penalty 3357.301847 = -3741113.395091
  nChanged 478
		SP:Iteration 21Q (24424.690000 sec): 3 clusters
  Score: Raw -3744599.247267 + Penalty 3357.301847 = -3741241.945420
  nChanged 450
		SP:Iteration 22Q (24424.980000 sec): 3 clusters
  Score: Raw -3744711.584651 + Penalty 3357.301847 = -3741354.282804
  nChanged 392
		SP:Iteration 23Q (24425.290000 sec): 3 clusters
  Score: Raw -3744809.888709 + Penalty 3357.301847 = -3741452.586861
  nChanged 356
		SP:Iteration 24Q (24425.640000 sec): 3 clusters
  Score: Raw -3744898.165537 + Penalty 3357.301847 = -3741540.863689
  nChanged 309
		SP:Iteration 25Q (24425.990000 sec): 3 clusters
  Score: Raw -3744973.822283 + Penalty 3357.301847 = -3741616.520436
  nChanged 269
		SP:Iteration 26Q (24426.340000 sec): 3 clusters
  Score: Raw -3745035.573835 + Penalty 3357.301847 = -3741678.271987
  nChanged 244
		SP:Iteration 27Q (24426.700000 sec): 3 clusters
  Score: Raw -3745096.079150 + Penalty 3357.301847 = -3741738.777302
  nChanged 230
		SP:Iteration 28Q (24426.990000 sec): 3 clusters
  Score: Raw -3745149.449937 + Penalty 3357.301847 = -3741792.148090
  nChanged 189
		SP:Iteration 29Q (24427.300000 sec): 3 clusters
  Score: Raw -3745188.288520 + Penalty 3357.301847 = -3741830.986673
  nChanged 155
		SP:Iteration 30Q (24427.660000 sec): 3 clusters
  Score: Raw -3745219.091370 + Penalty 3357.301847 = -3741861.789523
  nChanged 144
		SP:Iteration 31Q (24427.910000 sec): 3 clusters
  Score: Raw -3745251.166461 + Penalty 3357.301847 = -3741893.864613
  nChanged 120
		SP:Iteration 32Q (24428.350000 sec): 3 clusters
  Score: Raw -3745274.399065 + Penalty 3357.301847 = -3741917.097218
  nChanged 117
		SP:Iteration 33Q (24428.670000 sec): 3 clusters
  Score: Raw -3745296.939181 + Penalty 3357.301847 = -3741939.637334
  nChanged 103
		SP:Iteration 34Q (24428.990000 sec): 3 clusters
  Score: Raw -3745315.416420 + Penalty 3357.301847 = -3741958.114572
  nChanged 94
		SP:Iteration 35Q (24429.260000 sec): 3 clusters
  Score: Raw -3745335.608557 + Penalty 3357.301847 = -3741978.306710
  nChanged 97
		SP:Iteration 36Q (24429.650000 sec): 3 clusters
  Score: Raw -3745356.202360 + Penalty 3357.301847 = -3741998.900512
  nChanged 76
		SP:Iteration 37Q (24430.020000 sec): 3 clusters
  Score: Raw -3745373.137681 + Penalty 3357.301847 = -3742015.835833
  nChanged 75
		SP:Iteration 38Q (24430.300000 sec): 3 clusters
  Score: Raw -3745392.194282 + Penalty 3357.301847 = -3742034.892435
  nChanged 73
		SP:Iteration 39Q (24430.620000 sec): 3 clusters
  Score: Raw -3745408.658402 + Penalty 3357.301847 = -3742051.356554
  nChanged 64
		SP:Iteration 40F (24430.980000 sec): 3 clusters
  Score: Raw -3745421.116629 + Penalty 3357.301847 = -3742063.814782
  nChanged 66
		SP:Iteration 41Q (24431.350000 sec): 3 clusters
  Score: Raw -3745435.293734 + Penalty 3357.301847 = -3742077.991887
  nChanged 63
		SP:Iteration 42Q (24431.650000 sec): 3 clusters
  Score: Raw -3745454.034232 + Penalty 3357.301847 = -3742096.732385
  nChanged 64
		SP:Iteration 43Q (24431.990000 sec): 3 clusters
  Score: Raw -3745473.187655 + Penalty 3357.301847 = -3742115.885808
  nChanged 73
		SP:Iteration 44Q (24432.290000 sec): 3 clusters
  Score: Raw -3745491.575344 + Penalty 3357.301847 = -3742134.273497
  nChanged 67
		SP:Iteration 45Q (24432.650000 sec): 3 clusters
  Score: Raw -3745507.388491 + Penalty 3357.301847 = -3742150.086644
  nChanged 55
		SP:Iteration 46Q (24433.020000 sec): 3 clusters
  Score: Raw -3745520.322080 + Penalty 3357.301847 = -3742163.020233
  nChanged 45
		SP:Iteration 47Q (24433.350000 sec): 3 clusters
  Score: Raw -3745529.573466 + Penalty 3357.301847 = -3742172.271619
  nChanged 45
		SP:Iteration 48Q (24433.630000 sec): 3 clusters
  Score: Raw -3745537.818479 + Penalty 3357.301847 = -3742180.516632
  nChanged 36
		SP:Iteration 49Q (24433.930000 sec): 3 clusters
  Score: Raw -3745545.256029 + Penalty 3357.301847 = -3742187.954181
  nChanged 34
		SP:Iteration 50Q (24434.230000 sec): 3 clusters
  Score: Raw -3745551.338844 + Penalty 3357.301847 = -3742194.036997
  nChanged 28
		SP:Iteration 51Q (24434.510000 sec): 3 clusters
  Score: Raw -3745555.993067 + Penalty 3357.301847 = -3742198.691219
  nChanged 23
		SP:Iteration 52Q (24434.880000 sec): 3 clusters
  Score: Raw -3745560.985089 + Penalty 3357.301847 = -3742203.683242
  nChanged 22
		SP:Iteration 53Q (24435.200000 sec): 3 clusters
  Score: Raw -3745565.901489 + Penalty 3357.301847 = -3742208.599642
  nChanged 30
		SP:Iteration 54Q (24435.530000 sec): 3 clusters
  Score: Raw -3745572.134540 + Penalty 3357.301847 = -3742214.832692
  nChanged 30
		SP:Iteration 55Q (24435.810000 sec): 3 clusters
  Score: Raw -3745579.247610 + Penalty 3357.301847 = -3742221.945763
  nChanged 37
		SP:Iteration 56Q (24436.110000 sec): 3 clusters
  Score: Raw -3745586.576116 + Penalty 3357.301847 = -3742229.274268
  nChanged 30
		SP:Iteration 57Q (24436.420000 sec): 3 clusters
  Score: Raw -3745592.433905 + Penalty 3357.301847 = -3742235.132058
  nChanged 25
		SP:Iteration 58Q (24436.800000 sec): 3 clusters
  Score: Raw -3745596.980826 + Penalty 3357.301847 = -3742239.678978
  nChanged 22
		SP:Iteration 59Q (24437.170000 sec): 3 clusters
  Score: Raw -3745600.881398 + Penalty 3357.301847 = -3742243.579550
  nChanged 18
		SP:Iteration 60F (24437.520000 sec): 3 clusters
  Score: Raw -3745604.465068 + Penalty 3357.301847 = -3742247.163221
  nChanged 19
		SP:Iteration 61Q (24437.840000 sec): 3 clusters
  Score: Raw -3745608.389201 + Penalty 3357.301847 = -3742251.087354
  nChanged 20
		SP:Iteration 62Q (24438.180000 sec): 3 clusters
  Score: Raw -3745611.936394 + Penalty 3357.301847 = -3742254.634546
  nChanged 18
		SP:Iteration 63Q (24438.470000 sec): 3 clusters
  Score: Raw -3745614.184364 + Penalty 3357.301847 = -3742256.882517
  nChanged 7
		SP:Iteration 64Q (24438.790000 sec): 3 clusters
  Score: Raw -3745615.169428 + Penalty 3357.301847 = -3742257.867580
  nChanged 6
		SP:Iteration 65Q (24439.150000 sec): 3 clusters
  Score: Raw -3745616.066037 + Penalty 3357.301847 = -3742258.764190
  nChanged 8
		SP:Iteration 66Q (24439.500000 sec): 3 clusters
  Score: Raw -3745617.214686 + Penalty 3357.301847 = -3742259.912839
  nChanged 8
		SP:Iteration 67Q (24439.860000 sec): 3 clusters
  Score: Raw -3745618.443251 + Penalty 3357.301847 = -3742261.141403
  nChanged 5
		SP:Iteration 68Q (24440.190000 sec): 3 clusters
  Score: Raw -3745619.256582 + Penalty 3357.301847 = -3742261.954735
  nChanged 7
		SP:Iteration 69Q (24440.540000 sec): 3 clusters
  Score: Raw -3745620.707759 + Penalty 3357.301847 = -3742263.405912
  nChanged 11
		SP:Iteration 70Q (24440.880000 sec): 3 clusters
  Score: Raw -3745622.790129 + Penalty 3357.301847 = -3742265.488282
  nChanged 12
		SP:Iteration 71Q (24441.190000 sec): 3 clusters
  Score: Raw -3745624.491823 + Penalty 3357.301847 = -3742267.189976
  nChanged 15
		SP:Iteration 72Q (24441.500000 sec): 3 clusters
  Score: Raw -3745627.339218 + Penalty 3357.301847 = -3742270.037371
  nChanged 16
		SP:Iteration 73Q (24441.780000 sec): 3 clusters
  Score: Raw -3745630.404168 + Penalty 3357.301847 = -3742273.102321
  nChanged 17
		SP:Iteration 74Q (24442.080000 sec): 3 clusters
  Score: Raw -3745633.537994 + Penalty 3357.301847 = -3742276.236147
  nChanged 13
		SP:Iteration 75Q (24442.360000 sec): 3 clusters
  Score: Raw -3745635.405816 + Penalty 3357.301847 = -3742278.103968
  nChanged 9
		SP:Iteration 76Q (24442.640000 sec): 3 clusters
  Score: Raw -3745636.580565 + Penalty 3357.301847 = -3742279.278718
  nChanged 10
		SP:Iteration 77Q (24442.920000 sec): 3 clusters
  Score: Raw -3745638.003774 + Penalty 3357.301847 = -3742280.701927
  nChanged 15
		SP:Iteration 78Q (24443.240000 sec): 3 clusters
  Score: Raw -3745641.120449 + Penalty 3357.301847 = -3742283.818602
  nChanged 18
		SP:Iteration 79Q (24443.530000 sec): 3 clusters
  Score: Raw -3745644.252334 + Penalty 3357.301847 = -3742286.950487
  nChanged 12
		SP:Iteration 80F (24443.870000 sec): 3 clusters
  Score: Raw -3745646.418603 + Penalty 3357.301847 = -3742289.116755
  nChanged 17
		SP:Iteration 81Q (24444.170000 sec): 3 clusters
  Score: Raw -3745648.966773 + Penalty 3357.301847 = -3742291.664926
  nChanged 14
		SP:Iteration 82Q (24444.570000 sec): 3 clusters
  Score: Raw -3745651.762139 + Penalty 3357.301847 = -3742294.460292
  nChanged 10
		SP:Iteration 83Q (24444.840000 sec): 3 clusters
  Score: Raw -3745653.294120 + Penalty 3357.301847 = -3742295.992272
  nChanged 7
		SP:Iteration 84Q (24445.200000 sec): 3 clusters
  Score: Raw -3745654.519064 + Penalty 3357.301847 = -3742297.217217
  nChanged 10
		SP:Iteration 85Q (24445.510000 sec): 3 clusters
  Score: Raw -3745656.020611 + Penalty 3357.301847 = -3742298.718764
  nChanged 10
		SP:Iteration 86Q (24445.850000 sec): 3 clusters
  Score: Raw -3745657.621015 + Penalty 3357.301847 = -3742300.319167
  nChanged 6
		SP:Iteration 87Q (24446.200000 sec): 3 clusters
  Score: Raw -3745658.549439 + Penalty 3357.301847 = -3742301.247592
  nChanged 7
		SP:Iteration 88Q (24446.570000 sec): 3 clusters
  Score: Raw -3745659.547688 + Penalty 3357.301847 = -3742302.245840
  nChanged 6
		SP:Iteration 89Q (24446.900000 sec): 3 clusters
  Score: Raw -3745660.306663 + Penalty 3357.301847 = -3742303.004816
  nChanged 3
		SP:Iteration 90Q (24447.210000 sec): 3 clusters
  Score: Raw -3745660.781116 + Penalty 3357.301847 = -3742303.479269
  nChanged 3
		SP:Iteration 91Q (24447.570000 sec): 3 clusters
  Score: Raw -3745661.105514 + Penalty 3357.301847 = -3742303.803667
  nChanged 1
		SP:Iteration 92Q (24447.910000 sec): 3 clusters
  Score: Raw -3745661.191921 + Penalty 3357.301847 = -3742303.890074
  nChanged 0
		SP:Iteration 93F (24448.310000 sec): 3 clusters
  Score: Raw -3745661.191921 + Penalty 3357.301847 = -3742303.890074
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24448.400000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24448.600000 sec): 3 clusters
  Score: Raw -9182.808419 + Penalty 1530.597315 = -7652.211103
  nChanged 8
		SP:Iteration 1F (24448.810000 sec): 3 clusters
  Score: Raw -9226.186759 + Penalty 1530.597315 = -7695.589444
  nChanged 3
		SP:Iteration 2Q (24448.990000 sec): 3 clusters
  Score: Raw -9255.383684 + Penalty 1530.597315 = -7724.786368
  nChanged 1
		SP:Iteration 3Q (24449.190000 sec): 3 clusters
  Score: Raw -9261.358513 + Penalty 1530.597315 = -7730.761197
  nChanged 0
		SP:Iteration 4F (24449.420000 sec): 3 clusters
  Score: Raw -9261.358513 + Penalty 1530.597315 = -7730.761197
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (7767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24449.560000 sec): 2 clusters
  Score: Raw -901130.952696 + Penalty 1455.616381 = -899675.336315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24449.810000 sec): 3 clusters
  Score: Raw -896850.125362 + Penalty 2911.232762 = -893938.892599
  nChanged 3267
		SP:Iteration 1F (24450.040000 sec): 3 clusters
  Score: Raw -898573.697182 + Penalty 2911.232762 = -895662.464420
  nChanged 504
		SP:Iteration 2F (24450.250000 sec): 3 clusters
  Score: Raw -898809.580300 + Penalty 2911.232762 = -895898.347538
  nChanged 426
		SP:Iteration 3F (24450.450000 sec): 3 clusters
  Score: Raw -899009.594950 + Penalty 2911.232762 = -896098.362188
  nChanged 367
		SP:Iteration 4Q (24450.680000 sec): 3 clusters
  Score: Raw -899195.714887 + Penalty 2911.232762 = -896284.482125
  nChanged 371
		SP:Iteration 5Q (24450.930000 sec): 3 clusters
  Score: Raw -899381.633382 + Penalty 2911.232762 = -896470.400620
  nChanged 342
		SP:Iteration 6Q (24451.190000 sec): 3 clusters
  Score: Raw -899549.028063 + Penalty 2911.232762 = -896637.795300
  nChanged 338
		SP:Iteration 7Q (24451.430000 sec): 3 clusters
  Score: Raw -899739.996973 + Penalty 2911.232762 = -896828.764211
  nChanged 347
		SP:Iteration 8Q (24451.630000 sec): 3 clusters
  Score: Raw -899945.604035 + Penalty 2911.232762 = -897034.371272
  nChanged 310
		SP:Iteration 9Q (24451.870000 sec): 3 clusters
  Score: Raw -900137.196259 + Penalty 2911.232762 = -897225.963497
  nChanged 282
		SP:Iteration 10Q (24452.080000 sec): 3 clusters
  Score: Raw -900310.209465 + Penalty 2911.232762 = -897398.976703
  nChanged 271
		SP:Iteration 11Q (24452.310000 sec): 3 clusters
  Score: Raw -900486.153924 + Penalty 2911.232762 = -897574.921161
  nChanged 236
		SP:Iteration 12Q (24452.580000 sec): 3 clusters
  Score: Raw -900635.121242 + Penalty 2911.232762 = -897723.888480
  nChanged 192
		SP:Iteration 13Q (24452.800000 sec): 3 clusters
  Score: Raw -900751.760807 + Penalty 2911.232762 = -897840.528045
  nChanged 168
		SP:Iteration 14Q (24453.040000 sec): 3 clusters
  Score: Raw -900876.080849 + Penalty 2911.232762 = -897964.848086
  nChanged 149
		SP:Iteration 15Q (24453.250000 sec): 3 clusters
  Score: Raw -900978.202607 + Penalty 2911.232762 = -898066.969844
  nChanged 97
		SP:Iteration 16Q (24453.470000 sec): 3 clusters
  Score: Raw -901044.545395 + Penalty 2911.232762 = -898133.312633
  nChanged 85
		SP:Iteration 17Q (24453.670000 sec): 3 clusters
  Score: Raw -901110.093834 + Penalty 2911.232762 = -898198.861072
  nChanged 68
		SP:Iteration 18Q (24453.920000 sec): 3 clusters
  Score: Raw -901163.586053 + Penalty 2911.232762 = -898252.353291
  nChanged 53
		SP:Iteration 19Q (24454.120000 sec): 3 clusters
  Score: Raw -901204.452042 + Penalty 2911.232762 = -898293.219279
  nChanged 42
		SP:Iteration 20F (24454.320000 sec): 3 clusters
  Score: Raw -901229.999444 + Penalty 2911.232762 = -898318.766682
  nChanged 32
		SP:Iteration 21Q (24454.560000 sec): 3 clusters
  Score: Raw -901253.169336 + Penalty 2911.232762 = -898341.936574
  nChanged 21
		SP:Iteration 22Q (24454.750000 sec): 3 clusters
  Score: Raw -901267.797821 + Penalty 2911.232762 = -898356.565059
  nChanged 21
		SP:Iteration 23Q (24454.970000 sec): 3 clusters
  Score: Raw -901287.000462 + Penalty 2911.232762 = -898375.767700
  nChanged 18
		SP:Iteration 24Q (24455.170000 sec): 3 clusters
  Score: Raw -901305.352212 + Penalty 2911.232762 = -898394.119450
  nChanged 11
		SP:Iteration 25Q (24455.370000 sec): 3 clusters
  Score: Raw -901313.546656 + Penalty 2911.232762 = -898402.313894
  nChanged 6
		SP:Iteration 26Q (24455.630000 sec): 3 clusters
  Score: Raw -901317.385812 + Penalty 2911.232762 = -898406.153050
  nChanged 3
		SP:Iteration 27Q (24455.840000 sec): 3 clusters
  Score: Raw -901319.361952 + Penalty 2911.232762 = -898408.129190
  nChanged 1
		SP:Iteration 28Q (24456.020000 sec): 3 clusters
  Score: Raw -901319.796148 + Penalty 2911.232762 = -898408.563386
  nChanged 2
		SP:Iteration 29Q (24456.230000 sec): 3 clusters
  Score: Raw -901321.172768 + Penalty 2911.232762 = -898409.940005
  nChanged 2
		SP:Iteration 30Q (24456.490000 sec): 3 clusters
  Score: Raw -901322.493746 + Penalty 2911.232762 = -898411.260984
  nChanged 0
		SP:Iteration 31F (24456.670000 sec): 3 clusters
  Score: Raw -901322.493746 + Penalty 2911.232762 = -898411.260984
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24457.120000 sec): 2 clusters
  Score: Raw -9302505.653657 + Penalty 1827.470725 = -9300678.182931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24457.600000 sec): 3 clusters
  Score: Raw -9253154.644213 + Penalty 3654.941451 = -9249499.702762
  nChanged 36327
		SP:Iteration 1F (24458.050000 sec): 3 clusters
  Score: Raw -9274353.906789 + Penalty 3654.941451 = -9270698.965338
  nChanged 3108
		SP:Iteration 2Q (24458.660000 sec): 3 clusters
  Score: Raw -9275397.667030 + Penalty 3654.941451 = -9271742.725579
  nChanged 3509
		SP:Iteration 3Q (24459.160000 sec): 3 clusters
  Score: Raw -9276890.931453 + Penalty 3654.941451 = -9273235.990002
  nChanged 4290
		SP:Iteration 4F (24459.730000 sec): 3 clusters
  Score: Raw -9279257.088008 + Penalty 3654.941451 = -9275602.146558
  nChanged 5253
		SP:Iteration 5F (24460.230000 sec): 3 clusters
  Score: Raw -9282779.953148 + Penalty 3654.941451 = -9279125.011698
  nChanged 5833
		SP:Iteration 6F (24460.710000 sec): 3 clusters
  Score: Raw -9287437.938806 + Penalty 3654.941451 = -9283782.997356
  nChanged 5578
		SP:Iteration 7F (24461.190000 sec): 3 clusters
  Score: Raw -9292387.336883 + Penalty 3654.941451 = -9288732.395433
  nChanged 4323
		SP:Iteration 8F (24461.720000 sec): 3 clusters
  Score: Raw -9296499.960986 + Penalty 3654.941451 = -9292845.019535
  nChanged 2875
		SP:Iteration 9Q (24462.200000 sec): 3 clusters
  Score: Raw -9299357.102815 + Penalty 3654.941451 = -9295702.161365
  nChanged 1615
		SP:Iteration 10Q (24462.720000 sec): 3 clusters
  Score: Raw -9300939.302274 + Penalty 3654.941451 = -9297284.360823
  nChanged 1031
		SP:Iteration 11Q (24463.240000 sec): 3 clusters
  Score: Raw -9301777.514374 + Penalty 3654.941451 = -9298122.572923
  nChanged 698
		SP:Iteration 12Q (24463.690000 sec): 3 clusters
  Score: Raw -9302257.656289 + Penalty 3654.941451 = -9298602.714838
  nChanged 480
		SP:Iteration 13Q (24464.160000 sec): 3 clusters
  Score: Raw -9302537.591232 + Penalty 3654.941451 = -9298882.649781
  nChanged 339
		SP:Iteration 14Q (24464.660000 sec): 3 clusters
  Score: Raw -9302713.727207 + Penalty 3654.941451 = -9299058.785757
  nChanged 267
		SP:Iteration 15Q (24465.110000 sec): 3 clusters
  Score: Raw -9302838.651236 + Penalty 3654.941451 = -9299183.709785
  nChanged 229
		SP:Iteration 16Q (24465.660000 sec): 3 clusters
  Score: Raw -9302927.331187 + Penalty 3654.941451 = -9299272.389737
  nChanged 187
		SP:Iteration 17Q (24466.110000 sec): 3 clusters
  Score: Raw -9302992.948404 + Penalty 3654.941451 = -9299338.006953
  nChanged 127
		SP:Iteration 18Q (24466.630000 sec): 3 clusters
  Score: Raw -9303031.821994 + Penalty 3654.941451 = -9299376.880543
  nChanged 132
		SP:Iteration 19Q (24467.130000 sec): 3 clusters
  Score: Raw -9303073.361617 + Penalty 3654.941451 = -9299418.420167
  nChanged 122
		SP:Iteration 20F (24467.600000 sec): 3 clusters
  Score: Raw -9303109.614074 + Penalty 3654.941451 = -9299454.672623
  nChanged 105
		SP:Iteration 21Q (24468.080000 sec): 3 clusters
  Score: Raw -9303137.838844 + Penalty 3654.941451 = -9299482.897393
  nChanged 76
		SP:Iteration 22Q (24468.540000 sec): 3 clusters
  Score: Raw -9303158.101904 + Penalty 3654.941451 = -9299503.160454
  nChanged 76
		SP:Iteration 23Q (24469.070000 sec): 3 clusters
  Score: Raw -9303176.755785 + Penalty 3654.941451 = -9299521.814335
  nChanged 58
		SP:Iteration 24Q (24469.490000 sec): 3 clusters
  Score: Raw -9303191.295035 + Penalty 3654.941451 = -9299536.353585
  nChanged 56
		SP:Iteration 25Q (24469.880000 sec): 3 clusters
  Score: Raw -9303203.744520 + Penalty 3654.941451 = -9299548.803070
  nChanged 54
		SP:Iteration 26Q (24470.330000 sec): 3 clusters
  Score: Raw -9303217.346545 + Penalty 3654.941451 = -9299562.405094
  nChanged 40
		SP:Iteration 27Q (24470.780000 sec): 3 clusters
  Score: Raw -9303227.581042 + Penalty 3654.941451 = -9299572.639591
  nChanged 34
		SP:Iteration 28Q (24471.190000 sec): 3 clusters
  Score: Raw -9303235.839886 + Penalty 3654.941451 = -9299580.898436
  nChanged 32
		SP:Iteration 29Q (24471.680000 sec): 3 clusters
  Score: Raw -9303245.195509 + Penalty 3654.941451 = -9299590.254059
  nChanged 30
		SP:Iteration 30Q (24472.130000 sec): 3 clusters
  Score: Raw -9303254.100796 + Penalty 3654.941451 = -9299599.159345
  nChanged 31
		SP:Iteration 31Q (24472.600000 sec): 3 clusters
  Score: Raw -9303263.136707 + Penalty 3654.941451 = -9299608.195256
  nChanged 31
		SP:Iteration 32Q (24473.080000 sec): 3 clusters
  Score: Raw -9303269.759999 + Penalty 3654.941451 = -9299614.818548
  nChanged 20
		SP:Iteration 33Q (24473.540000 sec): 3 clusters
  Score: Raw -9303274.182391 + Penalty 3654.941451 = -9299619.240941
  nChanged 15
		SP:Iteration 34Q (24473.990000 sec): 3 clusters
  Score: Raw -9303277.113401 + Penalty 3654.941451 = -9299622.171950
  nChanged 12
		SP:Iteration 35Q (24474.460000 sec): 3 clusters
  Score: Raw -9303279.549919 + Penalty 3654.941451 = -9299624.608469
  nChanged 8
		SP:Iteration 36Q (24474.890000 sec): 3 clusters
  Score: Raw -9303281.174889 + Penalty 3654.941451 = -9299626.233439
  nChanged 10
		SP:Iteration 37Q (24475.320000 sec): 3 clusters
  Score: Raw -9303283.814780 + Penalty 3654.941451 = -9299628.873330
  nChanged 10
		SP:Iteration 38Q (24475.800000 sec): 3 clusters
  Score: Raw -9303285.429523 + Penalty 3654.941451 = -9299630.488073
  nChanged 9
		SP:Iteration 39Q (24476.250000 sec): 3 clusters
  Score: Raw -9303287.038594 + Penalty 3654.941451 = -9299632.097144
  nChanged 3
		SP:Iteration 40F (24476.740000 sec): 3 clusters
  Score: Raw -9303287.379436 + Penalty 3654.941451 = -9299632.437985
  nChanged 3
		SP:Iteration 41Q (24477.250000 sec): 3 clusters
  Score: Raw -9303287.668973 + Penalty 3654.941451 = -9299632.727522
  nChanged 3
		SP:Iteration 42Q (24477.760000 sec): 3 clusters
  Score: Raw -9303288.161670 + Penalty 3654.941451 = -9299633.220220
  nChanged 3
		SP:Iteration 43Q (24478.230000 sec): 3 clusters
  Score: Raw -9303288.923389 + Penalty 3654.941451 = -9299633.981938
  nChanged 4
		SP:Iteration 44Q (24478.710000 sec): 3 clusters
  Score: Raw -9303289.363897 + Penalty 3654.941451 = -9299634.422447
  nChanged 2
		SP:Iteration 45Q (24479.270000 sec): 3 clusters
  Score: Raw -9303289.578988 + Penalty 3654.941451 = -9299634.637538
  nChanged 6
		SP:Iteration 46Q (24479.740000 sec): 3 clusters
  Score: Raw -9303290.360322 + Penalty 3654.941451 = -9299635.418871
  nChanged 4
		SP:Iteration 47Q (24480.240000 sec): 3 clusters
  Score: Raw -9303290.742850 + Penalty 3654.941451 = -9299635.801400
  nChanged 1
		SP:Iteration 48Q (24480.710000 sec): 3 clusters
  Score: Raw -9303290.933957 + Penalty 3654.941451 = -9299635.992507
  nChanged 0
		SP:Iteration 49F (24481.230000 sec): 3 clusters
  Score: Raw -9303290.933957 + Penalty 3654.941451 = -9299635.992507
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (18143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24481.410000 sec): 2 clusters
  Score: Raw -2101480.076446 + Penalty 1593.481515 = -2099886.594931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24481.710000 sec): 3 clusters
  Score: Raw -2090623.532504 + Penalty 3186.963029 = -2087436.569475
  nChanged 8145
		SP:Iteration 1F (24481.970000 sec): 3 clusters
  Score: Raw -2095047.270942 + Penalty 3186.963029 = -2091860.307913
  nChanged 944
		SP:Iteration 2F (24482.270000 sec): 3 clusters
  Score: Raw -2095378.964222 + Penalty 3186.963029 = -2092192.001193
  nChanged 855
		SP:Iteration 3Q (24482.500000 sec): 3 clusters
  Score: Raw -2095690.215104 + Penalty 3186.963029 = -2092503.252075
  nChanged 809
		SP:Iteration 4Q (24482.770000 sec): 3 clusters
  Score: Raw -2096019.608899 + Penalty 3186.963029 = -2092832.645869
  nChanged 803
		SP:Iteration 5Q (24483.000000 sec): 3 clusters
  Score: Raw -2096409.354559 + Penalty 3186.963029 = -2093222.391529
  nChanged 911
		SP:Iteration 6F (24483.260000 sec): 3 clusters
  Score: Raw -2096911.599204 + Penalty 3186.963029 = -2093724.636174
  nChanged 968
		SP:Iteration 7F (24483.510000 sec): 3 clusters
  Score: Raw -2097537.208915 + Penalty 3186.963029 = -2094350.245885
  nChanged 1023
		SP:Iteration 8F (24483.750000 sec): 3 clusters
  Score: Raw -2098204.616789 + Penalty 3186.963029 = -2095017.653760
  nChanged 977
		SP:Iteration 9F (24484.080000 sec): 3 clusters
  Score: Raw -2098862.921790 + Penalty 3186.963029 = -2095675.958760
  nChanged 876
		SP:Iteration 10Q (24484.330000 sec): 3 clusters
  Score: Raw -2099481.093515 + Penalty 3186.963029 = -2096294.130486
  nChanged 797
		SP:Iteration 11Q (24484.580000 sec): 3 clusters
  Score: Raw -2100045.131055 + Penalty 3186.963029 = -2096858.168026
  nChanged 647
		SP:Iteration 12Q (24484.860000 sec): 3 clusters
  Score: Raw -2100476.253491 + Penalty 3186.963029 = -2097289.290461
  nChanged 511
		SP:Iteration 13Q (24485.110000 sec): 3 clusters
  Score: Raw -2100791.795316 + Penalty 3186.963029 = -2097604.832287
  nChanged 398
		SP:Iteration 14Q (24485.360000 sec): 3 clusters
  Score: Raw -2101007.728915 + Penalty 3186.963029 = -2097820.765885
  nChanged 321
		SP:Iteration 15Q (24485.650000 sec): 3 clusters
  Score: Raw -2101184.952704 + Penalty 3186.963029 = -2097997.989675
  nChanged 270
		SP:Iteration 16Q (24485.910000 sec): 3 clusters
  Score: Raw -2101331.081222 + Penalty 3186.963029 = -2098144.118193
  nChanged 209
		SP:Iteration 17Q (24486.190000 sec): 3 clusters
  Score: Raw -2101453.512358 + Penalty 3186.963029 = -2098266.549329
  nChanged 202
		SP:Iteration 18Q (24486.490000 sec): 3 clusters
  Score: Raw -2101575.067978 + Penalty 3186.963029 = -2098388.104949
  nChanged 146
		SP:Iteration 19Q (24486.770000 sec): 3 clusters
  Score: Raw -2101678.227026 + Penalty 3186.963029 = -2098491.263996
  nChanged 139
		SP:Iteration 20F (24487.010000 sec): 3 clusters
  Score: Raw -2101773.222286 + Penalty 3186.963029 = -2098586.259257
  nChanged 111
		SP:Iteration 21Q (24487.280000 sec): 3 clusters
  Score: Raw -2101837.303732 + Penalty 3186.963029 = -2098650.340703
  nChanged 87
		SP:Iteration 22Q (24487.510000 sec): 3 clusters
  Score: Raw -2101880.464518 + Penalty 3186.963029 = -2098693.501488
  nChanged 65
		SP:Iteration 23Q (24487.780000 sec): 3 clusters
  Score: Raw -2101903.215529 + Penalty 3186.963029 = -2098716.252500
  nChanged 47
		SP:Iteration 24Q (24488.040000 sec): 3 clusters
  Score: Raw -2101917.821108 + Penalty 3186.963029 = -2098730.858079
  nChanged 31
		SP:Iteration 25Q (24488.250000 sec): 3 clusters
  Score: Raw -2101928.052944 + Penalty 3186.963029 = -2098741.089915
  nChanged 33
		SP:Iteration 26Q (24488.510000 sec): 3 clusters
  Score: Raw -2101937.226613 + Penalty 3186.963029 = -2098750.263584
  nChanged 24
		SP:Iteration 27Q (24488.790000 sec): 3 clusters
  Score: Raw -2101942.900905 + Penalty 3186.963029 = -2098755.937876
  nChanged 20
		SP:Iteration 28Q (24489.000000 sec): 3 clusters
  Score: Raw -2101947.647477 + Penalty 3186.963029 = -2098760.684448
  nChanged 18
		SP:Iteration 29Q (24489.270000 sec): 3 clusters
  Score: Raw -2101952.297315 + Penalty 3186.963029 = -2098765.334286
  nChanged 14
		SP:Iteration 30Q (24489.530000 sec): 3 clusters
  Score: Raw -2101955.700808 + Penalty 3186.963029 = -2098768.737779
  nChanged 11
		SP:Iteration 31Q (24489.760000 sec): 3 clusters
  Score: Raw -2101958.200906 + Penalty 3186.963029 = -2098771.237877
  nChanged 7
		SP:Iteration 32Q (24490.010000 sec): 3 clusters
  Score: Raw -2101960.353099 + Penalty 3186.963029 = -2098773.390070
  nChanged 11
		SP:Iteration 33Q (24490.260000 sec): 3 clusters
  Score: Raw -2101962.823426 + Penalty 3186.963029 = -2098775.860396
  nChanged 7
		SP:Iteration 34Q (24490.570000 sec): 3 clusters
  Score: Raw -2101964.115061 + Penalty 3186.963029 = -2098777.152032
  nChanged 5
		SP:Iteration 35Q (24490.810000 sec): 3 clusters
  Score: Raw -2101965.281416 + Penalty 3186.963029 = -2098778.318387
  nChanged 5
		SP:Iteration 36Q (24491.050000 sec): 3 clusters
  Score: Raw -2101966.430245 + Penalty 3186.963029 = -2098779.467216
  nChanged 4
		SP:Iteration 37Q (24491.270000 sec): 3 clusters
  Score: Raw -2101967.367223 + Penalty 3186.963029 = -2098780.404194
  nChanged 2
		SP:Iteration 38Q (24491.560000 sec): 3 clusters
  Score: Raw -2101967.874687 + Penalty 3186.963029 = -2098780.911658
  nChanged 2
		SP:Iteration 39Q (24491.770000 sec): 3 clusters
  Score: Raw -2101968.435383 + Penalty 3186.963029 = -2098781.472354
  nChanged 5
		SP:Iteration 40F (24492.030000 sec): 3 clusters
  Score: Raw -2101969.902889 + Penalty 3186.963029 = -2098782.939859
  nChanged 2
		SP:Iteration 41Q (24492.300000 sec): 3 clusters
  Score: Raw -2101970.318778 + Penalty 3186.963029 = -2098783.355749
  nChanged 1
		SP:Iteration 42Q (24492.570000 sec): 3 clusters
  Score: Raw -2101970.607258 + Penalty 3186.963029 = -2098783.644229
  nChanged 2
		SP:Iteration 43Q (24492.850000 sec): 3 clusters
  Score: Raw -2101971.081030 + Penalty 3186.963029 = -2098784.118001
  nChanged 1
		SP:Iteration 44Q (24493.080000 sec): 3 clusters
  Score: Raw -2101971.169386 + Penalty 3186.963029 = -2098784.206357
  nChanged 1
		SP:Iteration 45Q (24493.430000 sec): 3 clusters
  Score: Raw -2101971.433290 + Penalty 3186.963029 = -2098784.470260
  nChanged 1
		SP:Iteration 46Q (24493.680000 sec): 3 clusters
  Score: Raw -2101971.614693 + Penalty 3186.963029 = -2098784.651664
  nChanged 1
		SP:Iteration 47Q (24493.960000 sec): 3 clusters
  Score: Raw -2101971.915833 + Penalty 3186.963029 = -2098784.952804
  nChanged 0
		SP:Iteration 48F (24494.180000 sec): 3 clusters
  Score: Raw -2101971.915833 + Penalty 3186.963029 = -2098784.952804
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24494.320000 sec): 2 clusters
  Score: Raw -250144.715891 + Penalty 1249.299540 = -248895.416352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24494.520000 sec): 3 clusters
  Score: Raw -249173.466034 + Penalty 2498.599079 = -246674.866955
  nChanged 791
		SP:Iteration 1F (24494.730000 sec): 3 clusters
  Score: Raw -249707.521428 + Penalty 2498.599079 = -247208.922349
  nChanged 188
		SP:Iteration 2F (24494.930000 sec): 3 clusters
  Score: Raw -249884.142678 + Penalty 2498.599079 = -247385.543599
  nChanged 145
		SP:Iteration 3F (24495.110000 sec): 3 clusters
  Score: Raw -250022.466905 + Penalty 2498.599079 = -247523.867826
  nChanged 121
		SP:Iteration 4F (24495.250000 sec): 3 clusters
  Score: Raw -250118.892386 + Penalty 2498.599079 = -247620.293307
  nChanged 117
		SP:Iteration 5F (24495.430000 sec): 3 clusters
  Score: Raw -250221.147433 + Penalty 2498.599079 = -247722.548354
  nChanged 99
		SP:Iteration 6Q (24495.590000 sec): 3 clusters
  Score: Raw -250298.840688 + Penalty 2498.599079 = -247800.241609
  nChanged 97
		SP:Iteration 7Q (24495.760000 sec): 3 clusters
  Score: Raw -250391.986347 + Penalty 2498.599079 = -247893.387268
  nChanged 91
		SP:Iteration 8Q (24495.930000 sec): 3 clusters
  Score: Raw -250489.605009 + Penalty 2498.599079 = -247991.005930
  nChanged 80
		SP:Iteration 9Q (24496.070000 sec): 3 clusters
  Score: Raw -250579.371549 + Penalty 2498.599079 = -248080.772470
  nChanged 61
		SP:Iteration 10Q (24496.250000 sec): 3 clusters
  Score: Raw -250630.263760 + Penalty 2498.599079 = -248131.664681
  nChanged 44
		SP:Iteration 11Q (24496.350000 sec): 3 clusters
  Score: Raw -250656.006729 + Penalty 2498.599079 = -248157.407650
  nChanged 20
		SP:Iteration 12Q (24496.540000 sec): 3 clusters
  Score: Raw -250667.263103 + Penalty 2498.599079 = -248168.664023
  nChanged 20
		SP:Iteration 13Q (24496.680000 sec): 3 clusters
  Score: Raw -250679.400195 + Penalty 2498.599079 = -248180.801116
  nChanged 18
		SP:Iteration 14Q (24496.840000 sec): 3 clusters
  Score: Raw -250692.248690 + Penalty 2498.599079 = -248193.649611
  nChanged 12
		SP:Iteration 15Q (24497.000000 sec): 3 clusters
  Score: Raw -250702.772655 + Penalty 2498.599079 = -248204.173576
  nChanged 9
		SP:Iteration 16Q (24497.140000 sec): 3 clusters
  Score: Raw -250710.460351 + Penalty 2498.599079 = -248211.861272
  nChanged 13
		SP:Iteration 17Q (24497.290000 sec): 3 clusters
  Score: Raw -250717.600286 + Penalty 2498.599079 = -248219.001207
  nChanged 6
		SP:Iteration 18Q (24497.480000 sec): 3 clusters
  Score: Raw -250720.746406 + Penalty 2498.599079 = -248222.147327
  nChanged 7
		SP:Iteration 19Q (24497.620000 sec): 3 clusters
  Score: Raw -250724.870662 + Penalty 2498.599079 = -248226.271583
  nChanged 5
		SP:Iteration 20F (24497.750000 sec): 3 clusters
  Score: Raw -250727.828110 + Penalty 2498.599079 = -248229.229031
  nChanged 1
		SP:Iteration 21Q (24497.900000 sec): 3 clusters
  Score: Raw -250728.321408 + Penalty 2498.599079 = -248229.722329
  nChanged 0
		SP:Iteration 22F (24498.090000 sec): 3 clusters
  Score: Raw -250728.321408 + Penalty 2498.599079 = -248229.722329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24498.190000 sec): 2 clusters
  Score: Raw -364117.257671 + Penalty 1310.247723 = -362807.009948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24498.400000 sec): 3 clusters
  Score: Raw -362552.007733 + Penalty 2620.495446 = -359931.512287
  nChanged 1242
		SP:Iteration 1F (24498.530000 sec): 3 clusters
  Score: Raw -363270.181299 + Penalty 2620.495446 = -360649.685853
  nChanged 252
		SP:Iteration 2F (24498.740000 sec): 3 clusters
  Score: Raw -363435.161028 + Penalty 2620.495446 = -360814.665582
  nChanged 172
		SP:Iteration 3F (24498.880000 sec): 3 clusters
  Score: Raw -363527.166372 + Penalty 2620.495446 = -360906.670925
  nChanged 118
		SP:Iteration 4Q (24499.090000 sec): 3 clusters
  Score: Raw -363597.812879 + Penalty 2620.495446 = -360977.317433
  nChanged 106
		SP:Iteration 5Q (24499.280000 sec): 3 clusters
  Score: Raw -363647.971373 + Penalty 2620.495446 = -361027.475927
  nChanged 83
		SP:Iteration 6Q (24499.470000 sec): 3 clusters
  Score: Raw -363685.114135 + Penalty 2620.495446 = -361064.618689
  nChanged 61
		SP:Iteration 7Q (24499.630000 sec): 3 clusters
  Score: Raw -363714.409985 + Penalty 2620.495446 = -361093.914539
  nChanged 54
		SP:Iteration 8Q (24499.770000 sec): 3 clusters
  Score: Raw -363736.430803 + Penalty 2620.495446 = -361115.935357
  nChanged 41
		SP:Iteration 9Q (24499.970000 sec): 3 clusters
  Score: Raw -363751.266985 + Penalty 2620.495446 = -361130.771539
  nChanged 36
		SP:Iteration 10Q (24500.110000 sec): 3 clusters
  Score: Raw -363767.375782 + Penalty 2620.495446 = -361146.880336
  nChanged 41
		SP:Iteration 11Q (24500.260000 sec): 3 clusters
  Score: Raw -363784.575547 + Penalty 2620.495446 = -361164.080101
  nChanged 43
		SP:Iteration 12Q (24500.450000 sec): 3 clusters
  Score: Raw -363801.059315 + Penalty 2620.495446 = -361180.563869
  nChanged 44
		SP:Iteration 13Q (24500.590000 sec): 3 clusters
  Score: Raw -363816.890339 + Penalty 2620.495446 = -361196.394893
  nChanged 36
		SP:Iteration 14Q (24500.740000 sec): 3 clusters
  Score: Raw -363829.134660 + Penalty 2620.495446 = -361208.639214
  nChanged 28
		SP:Iteration 15Q (24500.910000 sec): 3 clusters
  Score: Raw -363840.562862 + Penalty 2620.495446 = -361220.067416
  nChanged 20
		SP:Iteration 16Q (24501.070000 sec): 3 clusters
  Score: Raw -363847.849454 + Penalty 2620.495446 = -361227.354008
  nChanged 22
		SP:Iteration 17Q (24501.240000 sec): 3 clusters
  Score: Raw -363855.312246 + Penalty 2620.495446 = -361234.816799
  nChanged 28
		SP:Iteration 18Q (24501.410000 sec): 3 clusters
  Score: Raw -363866.787506 + Penalty 2620.495446 = -361246.292060
  nChanged 27
		SP:Iteration 19Q (24501.580000 sec): 3 clusters
  Score: Raw -363876.322722 + Penalty 2620.495446 = -361255.827276
  nChanged 31
		SP:Iteration 20F (24501.760000 sec): 3 clusters
  Score: Raw -363888.293178 + Penalty 2620.495446 = -361267.797732
  nChanged 31
		SP:Iteration 21Q (24501.920000 sec): 3 clusters
  Score: Raw -363900.547887 + Penalty 2620.495446 = -361280.052441
  nChanged 28
		SP:Iteration 22Q (24502.090000 sec): 3 clusters
  Score: Raw -363915.095542 + Penalty 2620.495446 = -361294.600096
  nChanged 32
		SP:Iteration 23Q (24502.240000 sec): 3 clusters
  Score: Raw -363929.575493 + Penalty 2620.495446 = -361309.080047
  nChanged 31
		SP:Iteration 24Q (24502.380000 sec): 3 clusters
  Score: Raw -363941.658365 + Penalty 2620.495446 = -361321.162919
  nChanged 24
		SP:Iteration 25Q (24502.590000 sec): 3 clusters
  Score: Raw -363949.425390 + Penalty 2620.495446 = -361328.929944
  nChanged 23
		SP:Iteration 26Q (24502.750000 sec): 3 clusters
  Score: Raw -363960.336942 + Penalty 2620.495446 = -361339.841496
  nChanged 20
		SP:Iteration 27Q (24502.970000 sec): 3 clusters
  Score: Raw -363968.792535 + Penalty 2620.495446 = -361348.297089
  nChanged 17
		SP:Iteration 28Q (24503.200000 sec): 3 clusters
  Score: Raw -363976.369930 + Penalty 2620.495446 = -361355.874484
  nChanged 24
		SP:Iteration 29Q (24503.390000 sec): 3 clusters
  Score: Raw -363985.764511 + Penalty 2620.495446 = -361365.269064
  nChanged 23
		SP:Iteration 30Q (24503.630000 sec): 3 clusters
  Score: Raw -363996.994695 + Penalty 2620.495446 = -361376.499249
  nChanged 21
		SP:Iteration 31Q (24503.780000 sec): 3 clusters
  Score: Raw -364004.880509 + Penalty 2620.495446 = -361384.385063
  nChanged 20
		SP:Iteration 32Q (24503.930000 sec): 3 clusters
  Score: Raw -364011.615309 + Penalty 2620.495446 = -361391.119863
  nChanged 15
		SP:Iteration 33Q (24504.100000 sec): 3 clusters
  Score: Raw -364015.026751 + Penalty 2620.495446 = -361394.531305
  nChanged 14
		SP:Iteration 34Q (24504.250000 sec): 3 clusters
  Score: Raw -364021.407627 + Penalty 2620.495446 = -361400.912181
  nChanged 13
		SP:Iteration 35Q (24504.410000 sec): 3 clusters
  Score: Raw -364026.305039 + Penalty 2620.495446 = -361405.809593
  nChanged 17
		SP:Iteration 36Q (24504.590000 sec): 3 clusters
  Score: Raw -364033.270061 + Penalty 2620.495446 = -361412.774614
  nChanged 14
		SP:Iteration 37Q (24504.740000 sec): 3 clusters
  Score: Raw -364039.096784 + Penalty 2620.495446 = -361418.601338
  nChanged 19
		SP:Iteration 38Q (24504.930000 sec): 3 clusters
  Score: Raw -364048.375824 + Penalty 2620.495446 = -361427.880378
  nChanged 20
		SP:Iteration 39Q (24505.150000 sec): 3 clusters
  Score: Raw -364058.377541 + Penalty 2620.495446 = -361437.882095
  nChanged 22
		SP:Iteration 40F (24505.330000 sec): 3 clusters
  Score: Raw -364068.019040 + Penalty 2620.495446 = -361447.523593
  nChanged 21
		SP:Iteration 41Q (24505.510000 sec): 3 clusters
  Score: Raw -364073.999717 + Penalty 2620.495446 = -361453.504271
  nChanged 16
		SP:Iteration 42Q (24505.680000 sec): 3 clusters
  Score: Raw -364079.940436 + Penalty 2620.495446 = -361459.444990
  nChanged 12
		SP:Iteration 43Q (24505.850000 sec): 3 clusters
  Score: Raw -364087.077099 + Penalty 2620.495446 = -361466.581652
  nChanged 19
		SP:Iteration 44Q (24506.090000 sec): 3 clusters
  Score: Raw -364096.699302 + Penalty 2620.495446 = -361476.203856
  nChanged 26
		SP:Iteration 45Q (24506.230000 sec): 3 clusters
  Score: Raw -364107.616577 + Penalty 2620.495446 = -361487.121131
  nChanged 24
		SP:Iteration 46Q (24506.430000 sec): 3 clusters
  Score: Raw -364119.089294 + Penalty 2620.495446 = -361498.593848
  nChanged 30
		SP:Iteration 47Q (24506.630000 sec): 3 clusters
  Score: Raw -364133.255763 + Penalty 2620.495446 = -361512.760317
  nChanged 18
		SP:Iteration 48Q (24506.850000 sec): 3 clusters
  Score: Raw -364141.042430 + Penalty 2620.495446 = -361520.546983
  nChanged 21
		SP:Iteration 49Q (24507.080000 sec): 3 clusters
  Score: Raw -364151.235312 + Penalty 2620.495446 = -361530.739866
  nChanged 20
		SP:Iteration 50Q (24507.280000 sec): 3 clusters
  Score: Raw -364161.475229 + Penalty 2620.495446 = -361540.979783
  nChanged 25
		SP:Iteration 51Q (24507.480000 sec): 3 clusters
  Score: Raw -364174.399237 + Penalty 2620.495446 = -361553.903791
  nChanged 21
		SP:Iteration 52Q (24507.660000 sec): 3 clusters
  Score: Raw -364189.900418 + Penalty 2620.495446 = -361569.404972
  nChanged 26
		SP:Iteration 53Q (24507.840000 sec): 3 clusters
  Score: Raw -364202.919108 + Penalty 2620.495446 = -361582.423662
  nChanged 24
		SP:Iteration 54Q (24508.010000 sec): 3 clusters
  Score: Raw -364217.790624 + Penalty 2620.495446 = -361597.295177
  nChanged 27
		SP:Iteration 55Q (24508.190000 sec): 3 clusters
  Score: Raw -364233.222454 + Penalty 2620.495446 = -361612.727008
  nChanged 18
		SP:Iteration 56Q (24508.320000 sec): 3 clusters
  Score: Raw -364244.703538 + Penalty 2620.495446 = -361624.208092
  nChanged 21
		SP:Iteration 57Q (24508.560000 sec): 3 clusters
  Score: Raw -364258.176161 + Penalty 2620.495446 = -361637.680715
  nChanged 32
		SP:Iteration 58Q (24508.730000 sec): 3 clusters
  Score: Raw -364279.164052 + Penalty 2620.495446 = -361658.668606
  nChanged 26
		SP:Iteration 59Q (24508.900000 sec): 3 clusters
  Score: Raw -364295.970839 + Penalty 2620.495446 = -361675.475393
  nChanged 15
		SP:Iteration 60F (24509.080000 sec): 3 clusters
  Score: Raw -364306.195341 + Penalty 2620.495446 = -361685.699895
  nChanged 13
		SP:Iteration 61Q (24509.280000 sec): 3 clusters
  Score: Raw -364317.103522 + Penalty 2620.495446 = -361696.608076
  nChanged 16
		SP:Iteration 62Q (24509.500000 sec): 3 clusters
  Score: Raw -364330.069398 + Penalty 2620.495446 = -361709.573952
  nChanged 19
		SP:Iteration 63Q (24509.730000 sec): 3 clusters
  Score: Raw -364343.084240 + Penalty 2620.495446 = -361722.588794
  nChanged 15
		SP:Iteration 64Q (24509.880000 sec): 3 clusters
  Score: Raw -364356.026502 + Penalty 2620.495446 = -361735.531056
  nChanged 25
		SP:Iteration 65Q (24510.070000 sec): 3 clusters
  Score: Raw -364368.720441 + Penalty 2620.495446 = -361748.224995
  nChanged 11
		SP:Iteration 66Q (24510.290000 sec): 3 clusters
  Score: Raw -364378.312677 + Penalty 2620.495446 = -361757.817231
  nChanged 12
		SP:Iteration 67Q (24510.470000 sec): 3 clusters
  Score: Raw -364385.916888 + Penalty 2620.495446 = -361765.421442
  nChanged 11
		SP:Iteration 68Q (24510.690000 sec): 3 clusters
  Score: Raw -364392.640925 + Penalty 2620.495446 = -361772.145479
  nChanged 7
		SP:Iteration 69Q (24510.870000 sec): 3 clusters
  Score: Raw -364397.083800 + Penalty 2620.495446 = -361776.588354
  nChanged 4
		SP:Iteration 70Q (24511.070000 sec): 3 clusters
  Score: Raw -364399.987259 + Penalty 2620.495446 = -361779.491813
  nChanged 5
		SP:Iteration 71Q (24511.320000 sec): 3 clusters
  Score: Raw -364403.006839 + Penalty 2620.495446 = -361782.511393
  nChanged 4
		SP:Iteration 72Q (24511.500000 sec): 3 clusters
  Score: Raw -364404.977778 + Penalty 2620.495446 = -361784.482331
  nChanged 7
		SP:Iteration 73Q (24511.720000 sec): 3 clusters
  Score: Raw -364410.549132 + Penalty 2620.495446 = -361790.053686
  nChanged 8
		SP:Iteration 74Q (24511.880000 sec): 3 clusters
  Score: Raw -364415.618409 + Penalty 2620.495446 = -361795.122963
  nChanged 8
		SP:Iteration 75Q (24512.080000 sec): 3 clusters
  Score: Raw -364420.965631 + Penalty 2620.495446 = -361800.470185
  nChanged 9
		SP:Iteration 76Q (24512.270000 sec): 3 clusters
  Score: Raw -364427.174200 + Penalty 2620.495446 = -361806.678754
  nChanged 11
		SP:Iteration 77Q (24512.440000 sec): 3 clusters
  Score: Raw -364434.892847 + Penalty 2620.495446 = -361814.397401
  nChanged 12
		SP:Iteration 78Q (24512.700000 sec): 3 clusters
  Score: Raw -364440.740008 + Penalty 2620.495446 = -361820.244562
  nChanged 10
		SP:Iteration 79Q (24512.870000 sec): 3 clusters
  Score: Raw -364449.605424 + Penalty 2620.495446 = -361829.109978
  nChanged 5
		SP:Iteration 80F (24513.090000 sec): 3 clusters
  Score: Raw -364455.570473 + Penalty 2620.495446 = -361835.075026
  nChanged 10
		SP:Iteration 81Q (24513.260000 sec): 3 clusters
  Score: Raw -364461.452851 + Penalty 2620.495446 = -361840.957405
  nChanged 7
		SP:Iteration 82Q (24513.430000 sec): 3 clusters
  Score: Raw -364465.936838 + Penalty 2620.495446 = -361845.441392
  nChanged 5
		SP:Iteration 83Q (24513.580000 sec): 3 clusters
  Score: Raw -364467.571519 + Penalty 2620.495446 = -361847.076073
  nChanged 3
		SP:Iteration 84Q (24513.740000 sec): 3 clusters
  Score: Raw -364468.703529 + Penalty 2620.495446 = -361848.208082
  nChanged 1
		SP:Iteration 85Q (24513.960000 sec): 3 clusters
  Score: Raw -364468.918864 + Penalty 2620.495446 = -361848.423418
  nChanged 0
		SP:Iteration 86F (24514.160000 sec): 3 clusters
  Score: Raw -364468.918864 + Penalty 2620.495446 = -361848.423418
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24514.310000 sec): 2 clusters
  Score: Raw -1128623.551299 + Penalty 1486.417978 = -1127137.133321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24514.540000 sec): 3 clusters
  Score: Raw -1123361.078250 + Penalty 2972.835956 = -1120388.242294
  nChanged 4049
		SP:Iteration 1F (24514.740000 sec): 3 clusters
  Score: Raw -1125540.354491 + Penalty 2972.835956 = -1122567.518535
  nChanged 612
		SP:Iteration 2F (24514.970000 sec): 3 clusters
  Score: Raw -1125842.044701 + Penalty 2972.835956 = -1122869.208745
  nChanged 593
		SP:Iteration 3F (24515.200000 sec): 3 clusters
  Score: Raw -1126184.111756 + Penalty 2972.835956 = -1123211.275800
  nChanged 596
		SP:Iteration 4F (24515.420000 sec): 3 clusters
  Score: Raw -1126565.015875 + Penalty 2972.835956 = -1123592.179919
  nChanged 619
		SP:Iteration 5F (24515.700000 sec): 3 clusters
  Score: Raw -1126975.698644 + Penalty 2972.835956 = -1124002.862688
  nChanged 574
		SP:Iteration 6F (24515.970000 sec): 3 clusters
  Score: Raw -1127342.618963 + Penalty 2972.835956 = -1124369.783007
  nChanged 461
		SP:Iteration 7Q (24516.180000 sec): 3 clusters
  Score: Raw -1127622.883602 + Penalty 2972.835956 = -1124650.047646
  nChanged 366
		SP:Iteration 8Q (24516.420000 sec): 3 clusters
  Score: Raw -1127846.070677 + Penalty 2972.835956 = -1124873.234721
  nChanged 314
		SP:Iteration 9Q (24516.630000 sec): 3 clusters
  Score: Raw -1128007.808297 + Penalty 2972.835956 = -1125034.972341
  nChanged 246
		SP:Iteration 10Q (24516.880000 sec): 3 clusters
  Score: Raw -1128120.555607 + Penalty 2972.835956 = -1125147.719651
  nChanged 210
		SP:Iteration 11Q (24517.130000 sec): 3 clusters
  Score: Raw -1128233.309872 + Penalty 2972.835956 = -1125260.473916
  nChanged 196
		SP:Iteration 12Q (24517.400000 sec): 3 clusters
  Score: Raw -1128337.769986 + Penalty 2972.835956 = -1125364.934030
  nChanged 166
		SP:Iteration 13Q (24517.700000 sec): 3 clusters
  Score: Raw -1128410.253943 + Penalty 2972.835956 = -1125437.417987
  nChanged 137
		SP:Iteration 14Q (24517.960000 sec): 3 clusters
  Score: Raw -1128475.292063 + Penalty 2972.835956 = -1125502.456107
  nChanged 116
		SP:Iteration 15Q (24518.180000 sec): 3 clusters
  Score: Raw -1128521.884517 + Penalty 2972.835956 = -1125549.048561
  nChanged 90
		SP:Iteration 16Q (24518.370000 sec): 3 clusters
  Score: Raw -1128561.093991 + Penalty 2972.835956 = -1125588.258035
  nChanged 90
		SP:Iteration 17Q (24518.620000 sec): 3 clusters
  Score: Raw -1128603.140366 + Penalty 2972.835956 = -1125630.304410
  nChanged 83
		SP:Iteration 18Q (24518.860000 sec): 3 clusters
  Score: Raw -1128641.975505 + Penalty 2972.835956 = -1125669.139549
  nChanged 83
		SP:Iteration 19Q (24519.060000 sec): 3 clusters
  Score: Raw -1128680.383516 + Penalty 2972.835956 = -1125707.547560
  nChanged 72
		SP:Iteration 20F (24519.300000 sec): 3 clusters
  Score: Raw -1128707.324853 + Penalty 2972.835956 = -1125734.488897
  nChanged 52
		SP:Iteration 21Q (24519.560000 sec): 3 clusters
  Score: Raw -1128725.183815 + Penalty 2972.835956 = -1125752.347859
  nChanged 48
		SP:Iteration 22Q (24519.820000 sec): 3 clusters
  Score: Raw -1128745.532770 + Penalty 2972.835956 = -1125772.696814
  nChanged 41
		SP:Iteration 23Q (24520.030000 sec): 3 clusters
  Score: Raw -1128762.354642 + Penalty 2972.835956 = -1125789.518686
  nChanged 40
		SP:Iteration 24Q (24520.290000 sec): 3 clusters
  Score: Raw -1128777.172773 + Penalty 2972.835956 = -1125804.336817
  nChanged 34
		SP:Iteration 25Q (24520.540000 sec): 3 clusters
  Score: Raw -1128789.842335 + Penalty 2972.835956 = -1125817.006379
  nChanged 45
		SP:Iteration 26Q (24520.770000 sec): 3 clusters
  Score: Raw -1128807.605079 + Penalty 2972.835956 = -1125834.769123
  nChanged 42
		SP:Iteration 27Q (24520.990000 sec): 3 clusters
  Score: Raw -1128827.610704 + Penalty 2972.835956 = -1125854.774748
  nChanged 35
		SP:Iteration 28Q (24521.190000 sec): 3 clusters
  Score: Raw -1128841.373618 + Penalty 2972.835956 = -1125868.537662
  nChanged 33
		SP:Iteration 29Q (24521.410000 sec): 3 clusters
  Score: Raw -1128851.573617 + Penalty 2972.835956 = -1125878.737661
  nChanged 26
		SP:Iteration 30Q (24521.630000 sec): 3 clusters
  Score: Raw -1128860.411997 + Penalty 2972.835956 = -1125887.576041
  nChanged 33
		SP:Iteration 31Q (24521.850000 sec): 3 clusters
  Score: Raw -1128873.160278 + Penalty 2972.835956 = -1125900.324322
  nChanged 26
		SP:Iteration 32Q (24522.070000 sec): 3 clusters
  Score: Raw -1128882.464277 + Penalty 2972.835956 = -1125909.628321
  nChanged 24
		SP:Iteration 33Q (24522.290000 sec): 3 clusters
  Score: Raw -1128890.406908 + Penalty 2972.835956 = -1125917.570952
  nChanged 13
		SP:Iteration 34Q (24522.510000 sec): 3 clusters
  Score: Raw -1128894.888517 + Penalty 2972.835956 = -1125922.052561
  nChanged 10
		SP:Iteration 35Q (24522.750000 sec): 3 clusters
  Score: Raw -1128898.730374 + Penalty 2972.835956 = -1125925.894418
  nChanged 12
		SP:Iteration 36Q (24522.950000 sec): 3 clusters
  Score: Raw -1128902.707670 + Penalty 2972.835956 = -1125929.871713
  nChanged 8
		SP:Iteration 37Q (24523.200000 sec): 3 clusters
  Score: Raw -1128905.709563 + Penalty 2972.835956 = -1125932.873607
  nChanged 7
		SP:Iteration 38Q (24523.480000 sec): 3 clusters
  Score: Raw -1128907.940362 + Penalty 2972.835956 = -1125935.104406
  nChanged 5
		SP:Iteration 39Q (24523.740000 sec): 3 clusters
  Score: Raw -1128908.892403 + Penalty 2972.835956 = -1125936.056447
  nChanged 3
		SP:Iteration 40F (24523.960000 sec): 3 clusters
  Score: Raw -1128909.748726 + Penalty 2972.835956 = -1125936.912770
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24524.090000 sec): 2 clusters
  Score: Raw -1237391.612062 + Penalty 1500.613572 = -1235890.998490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24524.290000 sec): 3 clusters
  Score: Raw -1231511.477640 + Penalty 3001.227145 = -1228510.250495
  nChanged 4445
		SP:Iteration 1F (24524.510000 sec): 3 clusters
  Score: Raw -1233995.480295 + Penalty 3001.227145 = -1230994.253150
  nChanged 637
		SP:Iteration 2F (24524.750000 sec): 3 clusters
  Score: Raw -1234310.377735 + Penalty 3001.227145 = -1231309.150590
  nChanged 580
		SP:Iteration 3F (24524.990000 sec): 3 clusters
  Score: Raw -1234607.330568 + Penalty 3001.227145 = -1231606.103423
  nChanged 536
		SP:Iteration 4F (24525.240000 sec): 3 clusters
  Score: Raw -1234919.063196 + Penalty 3001.227145 = -1231917.836051
  nChanged 527
		SP:Iteration 5F (24525.450000 sec): 3 clusters
  Score: Raw -1235247.789742 + Penalty 3001.227145 = -1232246.562597
  nChanged 529
		SP:Iteration 6F (24525.730000 sec): 3 clusters
  Score: Raw -1235591.949900 + Penalty 3001.227145 = -1232590.722756
  nChanged 572
		SP:Iteration 7F (24525.950000 sec): 3 clusters
  Score: Raw -1235976.290881 + Penalty 3001.227145 = -1232975.063736
  nChanged 478
		SP:Iteration 8Q (24526.190000 sec): 3 clusters
  Score: Raw -1236294.181844 + Penalty 3001.227145 = -1233292.954699
  nChanged 439
		SP:Iteration 9Q (24526.400000 sec): 3 clusters
  Score: Raw -1236591.546173 + Penalty 3001.227145 = -1233590.319028
  nChanged 373
		SP:Iteration 10Q (24526.710000 sec): 3 clusters
  Score: Raw -1236827.540485 + Penalty 3001.227145 = -1233826.313340
  nChanged 345
		SP:Iteration 11Q (24526.920000 sec): 3 clusters
  Score: Raw -1237016.577674 + Penalty 3001.227145 = -1234015.350529
  nChanged 251
		SP:Iteration 12Q (24527.190000 sec): 3 clusters
  Score: Raw -1237120.519540 + Penalty 3001.227145 = -1234119.292395
  nChanged 192
		SP:Iteration 13Q (24527.440000 sec): 3 clusters
  Score: Raw -1237178.695885 + Penalty 3001.227145 = -1234177.468741
  nChanged 125
		SP:Iteration 14Q (24527.620000 sec): 3 clusters
  Score: Raw -1237213.003550 + Penalty 3001.227145 = -1234211.776405
  nChanged 90
		SP:Iteration 15Q (24527.900000 sec): 3 clusters
  Score: Raw -1237234.758275 + Penalty 3001.227145 = -1234233.531130
  nChanged 66
		SP:Iteration 16Q (24528.180000 sec): 3 clusters
  Score: Raw -1237249.845653 + Penalty 3001.227145 = -1234248.618508
  nChanged 53
		SP:Iteration 17Q (24528.400000 sec): 3 clusters
  Score: Raw -1237258.310537 + Penalty 3001.227145 = -1234257.083392
  nChanged 34
		SP:Iteration 18Q (24528.620000 sec): 3 clusters
  Score: Raw -1237262.827441 + Penalty 3001.227145 = -1234261.600297
  nChanged 22
		SP:Iteration 19Q (24528.860000 sec): 3 clusters
  Score: Raw -1237265.890236 + Penalty 3001.227145 = -1234264.663091
  nChanged 25
		SP:Iteration 20F (24529.020000 sec): 3 clusters
  Score: Raw -1237269.512896 + Penalty 3001.227145 = -1234268.285751
  nChanged 20
		SP:Iteration 21Q (24529.260000 sec): 3 clusters
  Score: Raw -1237272.664714 + Penalty 3001.227145 = -1234271.437570
  nChanged 14
		SP:Iteration 22Q (24529.480000 sec): 3 clusters
  Score: Raw -1237274.522088 + Penalty 3001.227145 = -1234273.294944
  nChanged 19
		SP:Iteration 23Q (24529.710000 sec): 3 clusters
  Score: Raw -1237277.158158 + Penalty 3001.227145 = -1234275.931013
  nChanged 12
		SP:Iteration 24Q (24529.920000 sec): 3 clusters
  Score: Raw -1237278.762810 + Penalty 3001.227145 = -1234277.535665
  nChanged 11
		SP:Iteration 25Q (24530.130000 sec): 3 clusters
  Score: Raw -1237279.815659 + Penalty 3001.227145 = -1234278.588514
  nChanged 4
		SP:Iteration 26Q (24530.380000 sec): 3 clusters
  Score: Raw -1237280.271243 + Penalty 3001.227145 = -1234279.044098
  nChanged 3
		SP:Iteration 27Q (24530.650000 sec): 3 clusters
  Score: Raw -1237280.564514 + Penalty 3001.227145 = -1234279.337369
  nChanged 1
		SP:Iteration 28Q (24530.900000 sec): 3 clusters
  Score: Raw -1237280.691492 + Penalty 3001.227145 = -1234279.464347
  nChanged 2
		SP:Iteration 29Q (24531.110000 sec): 3 clusters
  Score: Raw -1237280.823112 + Penalty 3001.227145 = -1234279.595967
  nChanged 2
		SP:Iteration 30Q (24531.350000 sec): 3 clusters
  Score: Raw -1237281.015583 + Penalty 3001.227145 = -1234279.788438
  nChanged 10
		SP:Iteration 31Q (24531.570000 sec): 3 clusters
  Score: Raw -1237282.170115 + Penalty 3001.227145 = -1234280.942971
  nChanged 6
		SP:Iteration 32Q (24531.800000 sec): 3 clusters
  Score: Raw -1237282.591221 + Penalty 3001.227145 = -1234281.364076
  nChanged 4
		SP:Iteration 33Q (24532.020000 sec): 3 clusters
  Score: Raw -1237283.051151 + Penalty 3001.227145 = -1234281.824006
  nChanged 4
		SP:Iteration 34Q (24532.280000 sec): 3 clusters
  Score: Raw -1237283.420703 + Penalty 3001.227145 = -1234282.193559
  nChanged 4
		SP:Iteration 35Q (24532.490000 sec): 3 clusters
  Score: Raw -1237283.737885 + Penalty 3001.227145 = -1234282.510740
  nChanged 2
		SP:Iteration 36Q (24532.740000 sec): 3 clusters
  Score: Raw -1237283.946429 + Penalty 3001.227145 = -1234282.719285
  nChanged 0
		SP:Iteration 37F (24532.940000 sec): 3 clusters
  Score: Raw -1237283.946429 + Penalty 3001.227145 = -1234282.719285
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (24046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24533.160000 sec): 2 clusters
  Score: Raw -2822947.605615 + Penalty 1639.255140 = -2821308.350474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24533.480000 sec): 3 clusters
  Score: Raw -2808344.932774 + Penalty 3278.510281 = -2805066.422493
  nChanged 10955
		SP:Iteration 1F (24533.740000 sec): 3 clusters
  Score: Raw -2814448.966869 + Penalty 3278.510281 = -2811170.456588
  nChanged 1134
		SP:Iteration 2Q (24534.090000 sec): 3 clusters
  Score: Raw -2814873.390167 + Penalty 3278.510281 = -2811594.879886
  nChanged 1050
		SP:Iteration 3Q (24534.370000 sec): 3 clusters
  Score: Raw -2815282.888722 + Penalty 3278.510281 = -2812004.378441
  nChanged 1040
		SP:Iteration 4Q (24534.700000 sec): 3 clusters
  Score: Raw -2815753.214802 + Penalty 3278.510281 = -2812474.704521
  nChanged 1050
		SP:Iteration 5Q (24535.020000 sec): 3 clusters
  Score: Raw -2816283.595479 + Penalty 3278.510281 = -2813005.085198
  nChanged 1088
		SP:Iteration 6Q (24535.340000 sec): 3 clusters
  Score: Raw -2816802.030799 + Penalty 3278.510281 = -2813523.520518
  nChanged 1097
		SP:Iteration 7Q (24535.600000 sec): 3 clusters
  Score: Raw -2817287.279788 + Penalty 3278.510281 = -2814008.769507
  nChanged 1033
		SP:Iteration 8Q (24535.930000 sec): 3 clusters
  Score: Raw -2817710.685474 + Penalty 3278.510281 = -2814432.175193
  nChanged 918
		SP:Iteration 9Q (24536.220000 sec): 3 clusters
  Score: Raw -2818099.422863 + Penalty 3278.510281 = -2814820.912582
  nChanged 874
		SP:Iteration 10Q (24536.500000 sec): 3 clusters
  Score: Raw -2818416.728545 + Penalty 3278.510281 = -2815138.218264
  nChanged 743
		SP:Iteration 11Q (24536.860000 sec): 3 clusters
  Score: Raw -2818663.676457 + Penalty 3278.510281 = -2815385.166176
  nChanged 677
		SP:Iteration 12Q (24537.180000 sec): 3 clusters
  Score: Raw -2818861.171057 + Penalty 3278.510281 = -2815582.660776
  nChanged 618
		SP:Iteration 13Q (24537.450000 sec): 3 clusters
  Score: Raw -2819029.218026 + Penalty 3278.510281 = -2815750.707745
  nChanged 543
		SP:Iteration 14Q (24537.700000 sec): 3 clusters
  Score: Raw -2819173.834859 + Penalty 3278.510281 = -2815895.324578
  nChanged 514
		SP:Iteration 15Q (24538.080000 sec): 3 clusters
  Score: Raw -2819297.541659 + Penalty 3278.510281 = -2816019.031378
  nChanged 444
		SP:Iteration 16Q (24538.320000 sec): 3 clusters
  Score: Raw -2819406.951656 + Penalty 3278.510281 = -2816128.441375
  nChanged 422
		SP:Iteration 17Q (24538.660000 sec): 3 clusters
  Score: Raw -2819496.993019 + Penalty 3278.510281 = -2816218.482738
  nChanged 370
		SP:Iteration 18Q (24538.890000 sec): 3 clusters
  Score: Raw -2819570.528367 + Penalty 3278.510281 = -2816292.018086
  nChanged 330
		SP:Iteration 19Q (24539.220000 sec): 3 clusters
  Score: Raw -2819633.524991 + Penalty 3278.510281 = -2816355.014710
  nChanged 322
		SP:Iteration 20F (24539.500000 sec): 3 clusters
  Score: Raw -2819693.181535 + Penalty 3278.510281 = -2816414.671254
  nChanged 315
		SP:Iteration 21Q (24539.810000 sec): 3 clusters
  Score: Raw -2819754.560159 + Penalty 3278.510281 = -2816476.049878
  nChanged 340
		SP:Iteration 22Q (24540.080000 sec): 3 clusters
  Score: Raw -2819822.635325 + Penalty 3278.510281 = -2816544.125044
  nChanged 324
		SP:Iteration 23Q (24540.370000 sec): 3 clusters
  Score: Raw -2819886.829939 + Penalty 3278.510281 = -2816608.319658
  nChanged 340
		SP:Iteration 24Q (24540.600000 sec): 3 clusters
  Score: Raw -2819961.534700 + Penalty 3278.510281 = -2816683.024419
  nChanged 369
		SP:Iteration 25Q (24540.950000 sec): 3 clusters
  Score: Raw -2820051.496989 + Penalty 3278.510281 = -2816772.986708
  nChanged 394
		SP:Iteration 26Q (24541.240000 sec): 3 clusters
  Score: Raw -2820152.312697 + Penalty 3278.510281 = -2816873.802416
  nChanged 442
		SP:Iteration 27Q (24541.580000 sec): 3 clusters
  Score: Raw -2820275.771185 + Penalty 3278.510281 = -2816997.260904
  nChanged 453
		SP:Iteration 28Q (24541.900000 sec): 3 clusters
  Score: Raw -2820412.609209 + Penalty 3278.510281 = -2817134.098928
  nChanged 517
		SP:Iteration 29Q (24542.230000 sec): 3 clusters
  Score: Raw -2820600.791707 + Penalty 3278.510281 = -2817322.281426
  nChanged 574
		SP:Iteration 30Q (24542.550000 sec): 3 clusters
  Score: Raw -2820833.079268 + Penalty 3278.510281 = -2817554.568987
  nChanged 576
		SP:Iteration 31Q (24542.880000 sec): 3 clusters
  Score: Raw -2821073.440171 + Penalty 3278.510281 = -2817794.929890
  nChanged 566
		SP:Iteration 32Q (24543.180000 sec): 3 clusters
  Score: Raw -2821326.340307 + Penalty 3278.510281 = -2818047.830026
  nChanged 550
		SP:Iteration 33Q (24543.500000 sec): 3 clusters
  Score: Raw -2821574.904560 + Penalty 3278.510281 = -2818296.394279
  nChanged 507
		SP:Iteration 34Q (24543.760000 sec): 3 clusters
  Score: Raw -2821812.965078 + Penalty 3278.510281 = -2818534.454797
  nChanged 457
		SP:Iteration 35Q (24544.110000 sec): 3 clusters
  Score: Raw -2822034.803087 + Penalty 3278.510281 = -2818756.292806
  nChanged 385
		SP:Iteration 36Q (24544.430000 sec): 3 clusters
  Score: Raw -2822225.298713 + Penalty 3278.510281 = -2818946.788432
  nChanged 325
		SP:Iteration 37Q (24544.760000 sec): 3 clusters
  Score: Raw -2822395.951653 + Penalty 3278.510281 = -2819117.441372
  nChanged 315
		SP:Iteration 38Q (24545.080000 sec): 3 clusters
  Score: Raw -2822575.092436 + Penalty 3278.510281 = -2819296.582155
  nChanged 252
		SP:Iteration 39Q (24545.330000 sec): 3 clusters
  Score: Raw -2822702.754739 + Penalty 3278.510281 = -2819424.244458
  nChanged 187
		SP:Iteration 40F (24545.600000 sec): 3 clusters
  Score: Raw -2822797.664688 + Penalty 3278.510281 = -2819519.154407
  nChanged 139
		SP:Iteration 41Q (24545.940000 sec): 3 clusters
  Score: Raw -2822862.366834 + Penalty 3278.510281 = -2819583.856553
  nChanged 107
		SP:Iteration 42Q (24546.240000 sec): 3 clusters
  Score: Raw -2822909.900977 + Penalty 3278.510281 = -2819631.390696
  nChanged 90
		SP:Iteration 43Q (24546.450000 sec): 3 clusters
  Score: Raw -2822948.398933 + Penalty 3278.510281 = -2819669.888652
  nChanged 75
		SP:Iteration 44Q (24546.800000 sec): 3 clusters
  Score: Raw -2822982.892956 + Penalty 3278.510281 = -2819704.382675
  nChanged 59
		SP:Iteration 45Q (24547.100000 sec): 3 clusters
  Score: Raw -2823008.124075 + Penalty 3278.510281 = -2819729.613794
  nChanged 38
		SP:Iteration 46Q (24547.380000 sec): 3 clusters
  Score: Raw -2823025.285286 + Penalty 3278.510281 = -2819746.775005
  nChanged 38
		SP:Iteration 47Q (24547.670000 sec): 3 clusters
  Score: Raw -2823044.305635 + Penalty 3278.510281 = -2819765.795354
  nChanged 35
		SP:Iteration 48Q (24547.970000 sec): 3 clusters
  Score: Raw -2823059.626826 + Penalty 3278.510281 = -2819781.116545
  nChanged 26
		SP:Iteration 49Q (24548.280000 sec): 3 clusters
  Score: Raw -2823071.413172 + Penalty 3278.510281 = -2819792.902891
  nChanged 20
		SP:Iteration 50Q (24548.560000 sec): 3 clusters
  Score: Raw -2823081.639263 + Penalty 3278.510281 = -2819803.128982
  nChanged 18
		SP:Iteration 51Q (24548.810000 sec): 3 clusters
  Score: Raw -2823092.086666 + Penalty 3278.510281 = -2819813.576385
  nChanged 14
		SP:Iteration 52Q (24549.120000 sec): 3 clusters
  Score: Raw -2823098.844166 + Penalty 3278.510281 = -2819820.333885
  nChanged 14
		SP:Iteration 53Q (24549.370000 sec): 3 clusters
  Score: Raw -2823105.583818 + Penalty 3278.510281 = -2819827.073537
  nChanged 16
		SP:Iteration 54Q (24549.680000 sec): 3 clusters
  Score: Raw -2823113.218963 + Penalty 3278.510281 = -2819834.708682
  nChanged 18
		SP:Iteration 55Q (24549.930000 sec): 3 clusters
  Score: Raw -2823121.741848 + Penalty 3278.510281 = -2819843.231567
  nChanged 22
		SP:Iteration 56Q (24550.240000 sec): 3 clusters
  Score: Raw -2823131.059829 + Penalty 3278.510281 = -2819852.549548
  nChanged 14
		SP:Iteration 57Q (24550.500000 sec): 3 clusters
  Score: Raw -2823136.937821 + Penalty 3278.510281 = -2819858.427540
  nChanged 12
		SP:Iteration 58Q (24550.800000 sec): 3 clusters
  Score: Raw -2823142.897025 + Penalty 3278.510281 = -2819864.386744
  nChanged 10
		SP:Iteration 59Q (24551.100000 sec): 3 clusters
  Score: Raw -2823146.637948 + Penalty 3278.510281 = -2819868.127667
  nChanged 7
		SP:Iteration 60F (24551.380000 sec): 3 clusters
  Score: Raw -2823150.278642 + Penalty 3278.510281 = -2819871.768361
  nChanged 7
		SP:Iteration 61Q (24551.640000 sec): 3 clusters
  Score: Raw -2823153.593147 + Penalty 3278.510281 = -2819875.082866
  nChanged 12
		SP:Iteration 62Q (24551.950000 sec): 3 clusters
  Score: Raw -2823158.015894 + Penalty 3278.510281 = -2819879.505613
  nChanged 5
		SP:Iteration 63Q (24552.240000 sec): 3 clusters
  Score: Raw -2823160.279843 + Penalty 3278.510281 = -2819881.769562
  nChanged 4
		SP:Iteration 64Q (24552.540000 sec): 3 clusters
  Score: Raw -2823162.230839 + Penalty 3278.510281 = -2819883.720558
  nChanged 3
		SP:Iteration 65Q (24552.870000 sec): 3 clusters
  Score: Raw -2823163.359811 + Penalty 3278.510281 = -2819884.849530
  nChanged 2
		SP:Iteration 66Q (24553.170000 sec): 3 clusters
  Score: Raw -2823164.453129 + Penalty 3278.510281 = -2819885.942848
  nChanged 2
		SP:Iteration 67Q (24553.410000 sec): 3 clusters
  Score: Raw -2823164.772260 + Penalty 3278.510281 = -2819886.261979
  nChanged 0
		SP:Iteration 68F (24553.710000 sec): 3 clusters
  Score: Raw -2823164.772260 + Penalty 3278.510281 = -2819886.261979
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24553.870000 sec): 2 clusters
  Score: Raw -822261.909352 + Penalty 1434.487397 = -820827.421955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24554.140000 sec): 3 clusters
  Score: Raw -818532.547352 + Penalty 2868.974794 = -815663.572558
  nChanged 2854
		SP:Iteration 1F (24554.380000 sec): 3 clusters
  Score: Raw -820061.836060 + Penalty 2868.974794 = -817192.861266
  nChanged 429
		SP:Iteration 2F (24554.650000 sec): 3 clusters
  Score: Raw -820272.414196 + Penalty 2868.974794 = -817403.439402
  nChanged 367
		SP:Iteration 3F (24554.840000 sec): 3 clusters
  Score: Raw -820479.010604 + Penalty 2868.974794 = -817610.035810
  nChanged 357
		SP:Iteration 4F (24555.050000 sec): 3 clusters
  Score: Raw -820689.835431 + Penalty 2868.974794 = -817820.860637
  nChanged 339
		SP:Iteration 5Q (24555.270000 sec): 3 clusters
  Score: Raw -820895.321763 + Penalty 2868.974794 = -818026.346969
  nChanged 337
		SP:Iteration 6Q (24555.510000 sec): 3 clusters
  Score: Raw -821117.572191 + Penalty 2868.974794 = -818248.597397
  nChanged 328
		SP:Iteration 7Q (24555.730000 sec): 3 clusters
  Score: Raw -821329.269191 + Penalty 2868.974794 = -818460.294397
  nChanged 283
		SP:Iteration 8Q (24555.910000 sec): 3 clusters
  Score: Raw -821537.149019 + Penalty 2868.974794 = -818668.174225
  nChanged 289
		SP:Iteration 9Q (24556.140000 sec): 3 clusters
  Score: Raw -821764.952072 + Penalty 2868.974794 = -818895.977278
  nChanged 251
		SP:Iteration 10Q (24556.350000 sec): 3 clusters
  Score: Raw -821967.089778 + Penalty 2868.974794 = -819098.114984
  nChanged 219
		SP:Iteration 11Q (24556.560000 sec): 3 clusters
  Score: Raw -822133.093776 + Penalty 2868.974794 = -819264.118982
  nChanged 168
		SP:Iteration 12Q (24556.780000 sec): 3 clusters
  Score: Raw -822244.174126 + Penalty 2868.974794 = -819375.199332
  nChanged 130
		SP:Iteration 13Q (24556.980000 sec): 3 clusters
  Score: Raw -822306.453628 + Penalty 2868.974794 = -819437.478834
  nChanged 82
		SP:Iteration 14Q (24557.200000 sec): 3 clusters
  Score: Raw -822337.983056 + Penalty 2868.974794 = -819469.008262
  nChanged 64
		SP:Iteration 15Q (24557.340000 sec): 3 clusters
  Score: Raw -822362.108216 + Penalty 2868.974794 = -819493.133422
  nChanged 54
		SP:Iteration 16Q (24557.520000 sec): 3 clusters
  Score: Raw -822381.504795 + Penalty 2868.974794 = -819512.530001
  nChanged 41
		SP:Iteration 17Q (24557.740000 sec): 3 clusters
  Score: Raw -822391.145881 + Penalty 2868.974794 = -819522.171087
  nChanged 20
		SP:Iteration 18Q (24557.950000 sec): 3 clusters
  Score: Raw -822395.851075 + Penalty 2868.974794 = -819526.876281
  nChanged 10
		SP:Iteration 19Q (24558.150000 sec): 3 clusters
  Score: Raw -822398.367307 + Penalty 2868.974794 = -819529.392513
  nChanged 14
		SP:Iteration 20F (24558.400000 sec): 3 clusters
  Score: Raw -822401.452627 + Penalty 2868.974794 = -819532.477833
  nChanged 13
		SP:Iteration 21Q (24558.570000 sec): 3 clusters
  Score: Raw -822404.896506 + Penalty 2868.974794 = -819535.921712
  nChanged 11
		SP:Iteration 22Q (24558.760000 sec): 3 clusters
  Score: Raw -822406.601255 + Penalty 2868.974794 = -819537.626461
  nChanged 5
		SP:Iteration 23Q (24558.970000 sec): 3 clusters
  Score: Raw -822407.905140 + Penalty 2868.974794 = -819538.930346
  nChanged 5
		SP:Iteration 24Q (24559.190000 sec): 3 clusters
  Score: Raw -822409.039935 + Penalty 2868.974794 = -819540.065141
  nChanged 5
		SP:Iteration 25Q (24559.400000 sec): 3 clusters
  Score: Raw -822410.324251 + Penalty 2868.974794 = -819541.349457
  nChanged 6
		SP:Iteration 26Q (24559.650000 sec): 3 clusters
  Score: Raw -822411.735938 + Penalty 2868.974794 = -819542.761144
  nChanged 8
		SP:Iteration 27Q (24559.880000 sec): 3 clusters
  Score: Raw -822413.593898 + Penalty 2868.974794 = -819544.619104
  nChanged 13
		SP:Iteration 28Q (24560.090000 sec): 3 clusters
  Score: Raw -822416.715332 + Penalty 2868.974794 = -819547.740538
  nChanged 11
		SP:Iteration 29Q (24560.300000 sec): 3 clusters
  Score: Raw -822419.938346 + Penalty 2868.974794 = -819550.963552
  nChanged 9
		SP:Iteration 30Q (24560.530000 sec): 3 clusters
  Score: Raw -822422.125188 + Penalty 2868.974794 = -819553.150394
  nChanged 8
		SP:Iteration 31Q (24560.740000 sec): 3 clusters
  Score: Raw -822423.347929 + Penalty 2868.974794 = -819554.373135
  nChanged 10
		SP:Iteration 32Q (24560.940000 sec): 3 clusters
  Score: Raw -822424.787927 + Penalty 2868.974794 = -819555.813133
  nChanged 6
		SP:Iteration 33Q (24561.200000 sec): 3 clusters
  Score: Raw -822425.697134 + Penalty 2868.974794 = -819556.722340
  nChanged 3
		SP:Iteration 34Q (24561.380000 sec): 3 clusters
  Score: Raw -822426.358602 + Penalty 2868.974794 = -819557.383808
  nChanged 5
		SP:Iteration 35Q (24561.600000 sec): 3 clusters
  Score: Raw -822427.172859 + Penalty 2868.974794 = -819558.198065
  nChanged 2
		SP:Iteration 36Q (24561.830000 sec): 3 clusters
  Score: Raw -822427.458661 + Penalty 2868.974794 = -819558.483867
  nChanged 2
		SP:Iteration 37Q (24562.020000 sec): 3 clusters
  Score: Raw -822427.841269 + Penalty 2868.974794 = -819558.866475
  nChanged 2
		SP:Iteration 38Q (24562.270000 sec): 3 clusters
  Score: Raw -822428.099326 + Penalty 2868.974794 = -819559.124532
  nChanged 0
		SP:Iteration 39F (24562.450000 sec): 3 clusters
  Score: Raw -822428.099326 + Penalty 2868.974794 = -819559.124532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24562.580000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24562.770000 sec): 3 clusters
  Score: Raw -62442.168999 + Penalty 2044.759970 = -60397.409028
  nChanged 136
		SP:Iteration 1F (24562.980000 sec): 3 clusters
  Score: Raw -62662.523823 + Penalty 2044.759970 = -60617.763853
  nChanged 33
		SP:Iteration 2F (24563.130000 sec): 3 clusters
  Score: Raw -62740.721183 + Penalty 2044.759970 = -60695.961213
  nChanged 23
		SP:Iteration 3Q (24563.340000 sec): 3 clusters
  Score: Raw -62782.887497 + Penalty 2044.759970 = -60738.127527
  nChanged 13
		SP:Iteration 4Q (24563.580000 sec): 3 clusters
  Score: Raw -62801.393853 + Penalty 2044.759970 = -60756.633883
  nChanged 6
		SP:Iteration 5Q (24563.780000 sec): 3 clusters
  Score: Raw -62810.352093 + Penalty 2044.759970 = -60765.592123
  nChanged 2
		SP:Iteration 6Q (24563.960000 sec): 3 clusters
  Score: Raw -62812.798349 + Penalty 2044.759970 = -60768.038378
  nChanged 0
		SP:Iteration 7F (24564.110000 sec): 3 clusters
  Score: Raw -62812.798349 + Penalty 2044.759970 = -60768.038378
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24564.210000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24564.380000 sec): 3 clusters
  Score: Raw -65365.416859 + Penalty 2093.307626 = -63272.109233
  nChanged 180
		SP:Iteration 1F (24564.580000 sec): 3 clusters
  Score: Raw -65739.415719 + Penalty 2093.307626 = -63646.108093
  nChanged 60
		SP:Iteration 2F (24564.750000 sec): 3 clusters
  Score: Raw -65923.620644 + Penalty 2093.307626 = -63830.313018
  nChanged 31
		SP:Iteration 3Q (24564.950000 sec): 3 clusters
  Score: Raw -66026.296786 + Penalty 2093.307626 = -63932.989161
  nChanged 19
		SP:Iteration 4Q (24565.080000 sec): 3 clusters
  Score: Raw -66074.451511 + Penalty 2093.307626 = -63981.143886
  nChanged 14
		SP:Iteration 5Q (24565.290000 sec): 3 clusters
  Score: Raw -66108.106090 + Penalty 2093.307626 = -64014.798464
  nChanged 7
		SP:Iteration 6Q (24565.490000 sec): 3 clusters
  Score: Raw -66120.976891 + Penalty 2093.307626 = -64027.669265
  nChanged 4
		SP:Iteration 7Q (24565.680000 sec): 3 clusters
  Score: Raw -66125.920850 + Penalty 2093.307626 = -64032.613225
  nChanged 3
		SP:Iteration 8Q (24565.870000 sec): 3 clusters
  Score: Raw -66133.532196 + Penalty 2093.307626 = -64040.224571
  nChanged 5
		SP:Iteration 9Q (24566.060000 sec): 3 clusters
  Score: Raw -66142.913798 + Penalty 2093.307626 = -64049.606172
  nChanged 4
		SP:Iteration 10Q (24566.270000 sec): 3 clusters
  Score: Raw -66151.492618 + Penalty 2093.307626 = -64058.184992
  nChanged 4
		SP:Iteration 11Q (24566.480000 sec): 3 clusters
  Score: Raw -66164.645153 + Penalty 2093.307626 = -64071.337528
  nChanged 3
		SP:Iteration 12Q (24566.680000 sec): 3 clusters
  Score: Raw -66172.016060 + Penalty 2093.307626 = -64078.708434
  nChanged 2
		SP:Iteration 13Q (24566.880000 sec): 3 clusters
  Score: Raw -66176.943402 + Penalty 2093.307626 = -64083.635777
  nChanged 1
		SP:Iteration 14Q (24567.070000 sec): 3 clusters
  Score: Raw -66177.989734 + Penalty 2093.307626 = -64084.682109
  nChanged 0
		SP:Iteration 15F (24567.280000 sec): 3 clusters
  Score: Raw -66178.591501 + Penalty 2093.307626 = -64085.283875
  nChanged 1
		SP:Iteration 16Q (24567.460000 sec): 3 clusters
  Score: Raw -66180.857829 + Penalty 2093.307626 = -64087.550203
  nChanged 0
		SP:Iteration 17F (24567.640000 sec): 3 clusters
  Score: Raw -66180.857829 + Penalty 2093.307626 = -64087.550203
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (362130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24569.440000 sec): 2 clusters
  Score: Raw -43353469.262229 + Penalty 2079.960763 = -43351389.301466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24571.320000 sec): 3 clusters
  Score: Raw -43110450.655398 + Penalty 4159.921526 = -43106290.733871
  nChanged 177041
		SP:Iteration 1F (24573.180000 sec): 3 clusters
  Score: Raw -43218378.858058 + Penalty 4159.921526 = -43214218.936532
  nChanged 12627
		SP:Iteration 2Q (24575.020000 sec): 3 clusters
  Score: Raw -43222359.604407 + Penalty 4159.921526 = -43218199.682881
  nChanged 16958
		SP:Iteration 3Q (24576.980000 sec): 3 clusters
  Score: Raw -43229888.016177 + Penalty 4159.921526 = -43225728.094651
  nChanged 23695
		SP:Iteration 4F (24578.740000 sec): 3 clusters
  Score: Raw -43244469.923861 + Penalty 4159.921526 = -43240310.002335
  nChanged 30633
		SP:Iteration 5F (24580.380000 sec): 3 clusters
  Score: Raw -43269026.670198 + Penalty 4159.921526 = -43264866.748672
  nChanged 33171
		SP:Iteration 6F (24582.000000 sec): 3 clusters
  Score: Raw -43300313.030759 + Penalty 4159.921526 = -43296153.109233
  nChanged 27447
		SP:Iteration 7F (24583.700000 sec): 3 clusters
  Score: Raw -43327652.549571 + Penalty 4159.921526 = -43323492.628045
  nChanged 16409
		SP:Iteration 8Q (24585.530000 sec): 3 clusters
  Score: Raw -43343702.248327 + Penalty 4159.921526 = -43339542.326801
  nChanged 7208
		SP:Iteration 9Q (24587.280000 sec): 3 clusters
  Score: Raw -43350286.275021 + Penalty 4159.921526 = -43346126.353495
  nChanged 2578
		SP:Iteration 10Q (24588.980000 sec): 3 clusters
  Score: Raw -43352470.975443 + Penalty 4159.921526 = -43348311.053917
  nChanged 874
		SP:Iteration 11Q (24590.650000 sec): 3 clusters
  Score: Raw -43353236.226377 + Penalty 4159.921526 = -43349076.304851
  nChanged 350
		SP:Iteration 12Q (24592.360000 sec): 3 clusters
  Score: Raw -43353572.763168 + Penalty 4159.921526 = -43349412.841642
  nChanged 193
		SP:Iteration 13Q (24594.100000 sec): 3 clusters
  Score: Raw -43353760.870076 + Penalty 4159.921526 = -43349600.948550
  nChanged 107
		SP:Iteration 14Q (24595.760000 sec): 3 clusters
  Score: Raw -43353849.431510 + Penalty 4159.921526 = -43349689.509984
  nChanged 79
		SP:Iteration 15Q (24597.370000 sec): 3 clusters
  Score: Raw -43353916.756003 + Penalty 4159.921526 = -43349756.834476
  nChanged 81
		SP:Iteration 16Q (24599.060000 sec): 3 clusters
  Score: Raw -43353975.377204 + Penalty 4159.921526 = -43349815.455678
  nChanged 56
		SP:Iteration 17Q (24600.680000 sec): 3 clusters
  Score: Raw -43354012.327138 + Penalty 4159.921526 = -43349852.405611
  nChanged 42
		SP:Iteration 18Q (24602.350000 sec): 3 clusters
  Score: Raw -43354040.177898 + Penalty 4159.921526 = -43349880.256372
  nChanged 38
		SP:Iteration 19Q (24603.910000 sec): 3 clusters
  Score: Raw -43354061.550193 + Penalty 4159.921526 = -43349901.628667
  nChanged 31
		SP:Iteration 20F (24605.700000 sec): 3 clusters
  Score: Raw -43354081.691063 + Penalty 4159.921526 = -43349921.769537
  nChanged 35
		SP:Iteration 21Q (24607.270000 sec): 3 clusters
  Score: Raw -43354099.217931 + Penalty 4159.921526 = -43349939.296405
  nChanged 25
		SP:Iteration 22Q (24608.690000 sec): 3 clusters
  Score: Raw -43354110.440164 + Penalty 4159.921526 = -43349950.518638
  nChanged 26
		SP:Iteration 23Q (24610.170000 sec): 3 clusters
  Score: Raw -43354123.538207 + Penalty 4159.921526 = -43349963.616681
  nChanged 25
		SP:Iteration 24Q (24611.860000 sec): 3 clusters
  Score: Raw -43354135.704841 + Penalty 4159.921526 = -43349975.783315
  nChanged 31
		SP:Iteration 25Q (24613.480000 sec): 3 clusters
  Score: Raw -43354147.738101 + Penalty 4159.921526 = -43349987.816575
  nChanged 22
		SP:Iteration 26Q (24615.060000 sec): 3 clusters
  Score: Raw -43354154.742467 + Penalty 4159.921526 = -43349994.820941
  nChanged 17
		SP:Iteration 27Q (24616.490000 sec): 3 clusters
  Score: Raw -43354161.232941 + Penalty 4159.921526 = -43350001.311415
  nChanged 17
		SP:Iteration 28Q (24617.960000 sec): 3 clusters
  Score: Raw -43354166.519064 + Penalty 4159.921526 = -43350006.597537
  nChanged 9
		SP:Iteration 29Q (24619.420000 sec): 3 clusters
  Score: Raw -43354168.686471 + Penalty 4159.921526 = -43350008.764944
  nChanged 8
		SP:Iteration 30Q (24620.920000 sec): 3 clusters
  Score: Raw -43354170.208368 + Penalty 4159.921526 = -43350010.286842
  nChanged 8
		SP:Iteration 31Q (24622.490000 sec): 3 clusters
  Score: Raw -43354172.486245 + Penalty 4159.921526 = -43350012.564719
  nChanged 7
		SP:Iteration 32Q (24624.170000 sec): 3 clusters
  Score: Raw -43354174.024543 + Penalty 4159.921526 = -43350014.103016
  nChanged 6
		SP:Iteration 33Q (24625.720000 sec): 3 clusters
  Score: Raw -43354175.868902 + Penalty 4159.921526 = -43350015.947376
  nChanged 5
		SP:Iteration 34Q (24627.350000 sec): 3 clusters
  Score: Raw -43354178.202820 + Penalty 4159.921526 = -43350018.281294
  nChanged 5
		SP:Iteration 35Q (24629.090000 sec): 3 clusters
  Score: Raw -43354181.040168 + Penalty 4159.921526 = -43350021.118642
  nChanged 7
		SP:Iteration 36Q (24631.060000 sec): 3 clusters
  Score: Raw -43354183.082910 + Penalty 4159.921526 = -43350023.161383
  nChanged 7
		SP:Iteration 37Q (24632.840000 sec): 3 clusters
  Score: Raw -43354185.480997 + Penalty 4159.921526 = -43350025.559471
  nChanged 8
		SP:Iteration 38Q (24634.540000 sec): 3 clusters
  Score: Raw -43354187.936879 + Penalty 4159.921526 = -43350028.015353
  nChanged 6
		SP:Iteration 39Q (24636.090000 sec): 3 clusters
  Score: Raw -43354190.809024 + Penalty 4159.921526 = -43350030.887498
  nChanged 7
		SP:Iteration 40F (24637.910000 sec): 3 clusters
  Score: Raw -43354192.899027 + Penalty 4159.921526 = -43350032.977500
  nChanged 9
		SP:Iteration 41Q (24639.470000 sec): 3 clusters
  Score: Raw -43354195.605488 + Penalty 4159.921526 = -43350035.683962
  nChanged 4
		SP:Iteration 42Q (24641.000000 sec): 3 clusters
  Score: Raw -43354196.507591 + Penalty 4159.921526 = -43350036.586065
  nChanged 2
		SP:Iteration 43Q (24642.500000 sec): 3 clusters
  Score: Raw -43354197.577669 + Penalty 4159.921526 = -43350037.656143
  nChanged 3
		SP:Iteration 44Q (24644.080000 sec): 3 clusters
  Score: Raw -43354198.499015 + Penalty 4159.921526 = -43350038.577489
  nChanged 2
		SP:Iteration 45Q (24645.690000 sec): 3 clusters
  Score: Raw -43354199.474971 + Penalty 4159.921526 = -43350039.553445
  nChanged 4
		SP:Iteration 46Q (24647.350000 sec): 3 clusters
  Score: Raw -43354201.298638 + Penalty 4159.921526 = -43350041.377112
  nChanged 11
		SP:Iteration 47Q (24648.880000 sec): 3 clusters
  Score: Raw -43354205.548858 + Penalty 4159.921526 = -43350045.627332
  nChanged 10
		SP:Iteration 48Q (24650.320000 sec): 3 clusters
  Score: Raw -43354209.031224 + Penalty 4159.921526 = -43350049.109698
  nChanged 14
		SP:Iteration 49Q (24651.830000 sec): 3 clusters
  Score: Raw -43354213.106837 + Penalty 4159.921526 = -43350053.185310
  nChanged 9
		SP:Iteration 50Q (24653.560000 sec): 3 clusters
  Score: Raw -43354216.959943 + Penalty 4159.921526 = -43350057.038417
  nChanged 8
		SP:Iteration 51Q (24655.320000 sec): 3 clusters
  Score: Raw -43354219.946279 + Penalty 4159.921526 = -43350060.024753
  nChanged 14
		SP:Iteration 52Q (24656.930000 sec): 3 clusters
  Score: Raw -43354226.251477 + Penalty 4159.921526 = -43350066.329951
  nChanged 26
		SP:Iteration 53Q (24658.600000 sec): 3 clusters
  Score: Raw -43354235.594443 + Penalty 4159.921526 = -43350075.672917
  nChanged 14
		SP:Iteration 54Q (24660.000000 sec): 3 clusters
  Score: Raw -43354242.193737 + Penalty 4159.921526 = -43350082.272211
  nChanged 10
		SP:Iteration 55Q (24661.480000 sec): 3 clusters
  Score: Raw -43354245.361925 + Penalty 4159.921526 = -43350085.440399
  nChanged 11
		SP:Iteration 56Q (24662.990000 sec): 3 clusters
  Score: Raw -43354248.466413 + Penalty 4159.921526 = -43350088.544887
  nChanged 5
		SP:Iteration 57Q (24664.430000 sec): 3 clusters
  Score: Raw -43354249.613041 + Penalty 4159.921526 = -43350089.691515
  nChanged 4
		SP:Iteration 58Q (24665.940000 sec): 3 clusters
  Score: Raw -43354250.760906 + Penalty 4159.921526 = -43350090.839380
  nChanged 8
		SP:Iteration 59Q (24667.500000 sec): 3 clusters
  Score: Raw -43354253.953437 + Penalty 4159.921526 = -43350094.031911
  nChanged 9
		SP:Iteration 60F (24669.210000 sec): 3 clusters
  Score: Raw -43354257.301792 + Penalty 4159.921526 = -43350097.380266
  nChanged 11
		SP:Iteration 61Q (24670.620000 sec): 3 clusters
  Score: Raw -43354261.489684 + Penalty 4159.921526 = -43350101.568157
  nChanged 10
		SP:Iteration 62Q (24671.980000 sec): 3 clusters
  Score: Raw -43354263.486328 + Penalty 4159.921526 = -43350103.564802
  nChanged 10
		SP:Iteration 63Q (24673.500000 sec): 3 clusters
  Score: Raw -43354267.036617 + Penalty 4159.921526 = -43350107.115091
  nChanged 7
		SP:Iteration 64Q (24674.920000 sec): 3 clusters
  Score: Raw -43354268.507733 + Penalty 4159.921526 = -43350108.586207
  nChanged 7
		SP:Iteration 65Q (24676.340000 sec): 3 clusters
  Score: Raw -43354270.146833 + Penalty 4159.921526 = -43350110.225307
  nChanged 6
		SP:Iteration 66Q (24677.830000 sec): 3 clusters
  Score: Raw -43354272.317769 + Penalty 4159.921526 = -43350112.396242
  nChanged 7
		SP:Iteration 67Q (24679.420000 sec): 3 clusters
  Score: Raw -43354274.923599 + Penalty 4159.921526 = -43350115.002073
  nChanged 6
		SP:Iteration 68Q (24680.960000 sec): 3 clusters
  Score: Raw -43354276.770296 + Penalty 4159.921526 = -43350116.848770
  nChanged 3
		SP:Iteration 69Q (24682.570000 sec): 3 clusters
  Score: Raw -43354277.624897 + Penalty 4159.921526 = -43350117.703371
  nChanged 1
		SP:Iteration 70Q (24684.010000 sec): 3 clusters
  Score: Raw -43354277.826107 + Penalty 4159.921526 = -43350117.904581
  nChanged 1
		SP:Iteration 71Q (24685.550000 sec): 3 clusters
  Score: Raw -43354278.169131 + Penalty 4159.921526 = -43350118.247604
  nChanged 0
		SP:Iteration 72F (24687.400000 sec): 3 clusters
  Score: Raw -43354278.169131 + Penalty 4159.921526 = -43350118.247604
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24687.690000 sec): 2 clusters
  Score: Raw -123442.451633 + Penalty 1126.522782 = -122315.928851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24687.850000 sec): 3 clusters
  Score: Raw -123135.459604 + Penalty 2253.045565 = -120882.414039
  nChanged 304
		SP:Iteration 1F (24688.020000 sec): 3 clusters
  Score: Raw -123398.645688 + Penalty 2253.045565 = -121145.600123
  nChanged 96
		SP:Iteration 2F (24688.200000 sec): 3 clusters
  Score: Raw -123520.945876 + Penalty 2253.045565 = -121267.900311
  nChanged 75
		SP:Iteration 3F (24688.370000 sec): 3 clusters
  Score: Raw -123651.787044 + Penalty 2253.045565 = -121398.741479
  nChanged 65
		SP:Iteration 4F (24688.550000 sec): 3 clusters
  Score: Raw -123810.837898 + Penalty 2253.045565 = -121557.792334
  nChanged 58
		SP:Iteration 5F (24688.760000 sec): 3 clusters
  Score: Raw -123926.658756 + Penalty 2253.045565 = -121673.613191
  nChanged 52
		SP:Iteration 6F (24688.980000 sec): 3 clusters
  Score: Raw -124032.777350 + Penalty 2253.045565 = -121779.731786
  nChanged 44
		SP:Iteration 7Q (24689.190000 sec): 3 clusters
  Score: Raw -124101.008574 + Penalty 2253.045565 = -121847.963009
  nChanged 25
		SP:Iteration 8Q (24689.370000 sec): 3 clusters
  Score: Raw -124130.840326 + Penalty 2253.045565 = -121877.794761
  nChanged 12
		SP:Iteration 9Q (24689.580000 sec): 3 clusters
  Score: Raw -124149.270361 + Penalty 2253.045565 = -121896.224796
  nChanged 7
		SP:Iteration 10Q (24689.730000 sec): 3 clusters
  Score: Raw -124157.168410 + Penalty 2253.045565 = -121904.122845
  nChanged 7
		SP:Iteration 11Q (24689.910000 sec): 3 clusters
  Score: Raw -124163.952607 + Penalty 2253.045565 = -121910.907042
  nChanged 3
		SP:Iteration 12Q (24690.070000 sec): 3 clusters
  Score: Raw -124166.305954 + Penalty 2253.045565 = -121913.260389
  nChanged 4
		SP:Iteration 13Q (24690.270000 sec): 3 clusters
  Score: Raw -124169.532140 + Penalty 2253.045565 = -121916.486575
  nChanged 1
		SP:Iteration 14Q (24690.500000 sec): 3 clusters
  Score: Raw -124170.012296 + Penalty 2253.045565 = -121916.966731
  nChanged 0
		SP:Iteration 15F (24690.700000 sec): 3 clusters
  Score: Raw -124170.012296 + Penalty 2253.045565 = -121916.966731
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24690.950000 sec): 2 clusters
  Score: Raw -3602015.788741 + Penalty 1672.693840 = -3600343.094901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24691.270000 sec): 3 clusters
  Score: Raw -3583756.561055 + Penalty 3345.387681 = -3580411.173375
  nChanged 13597
		SP:Iteration 1F (24691.610000 sec): 3 clusters
  Score: Raw -3591183.729256 + Penalty 3345.387681 = -3587838.341575
  nChanged 1282
		SP:Iteration 2Q (24691.910000 sec): 3 clusters
  Score: Raw -3591598.234427 + Penalty 3345.387681 = -3588252.846747
  nChanged 1310
		SP:Iteration 3Q (24692.250000 sec): 3 clusters
  Score: Raw -3592015.011116 + Penalty 3345.387681 = -3588669.623436
  nChanged 1286
		SP:Iteration 4Q (24692.610000 sec): 3 clusters
  Score: Raw -3592431.658425 + Penalty 3345.387681 = -3589086.270744
  nChanged 1235
		SP:Iteration 5Q (24692.920000 sec): 3 clusters
  Score: Raw -3592888.532996 + Penalty 3345.387681 = -3589543.145315
  nChanged 1375
		SP:Iteration 6Q (24693.350000 sec): 3 clusters
  Score: Raw -3593452.778834 + Penalty 3345.387681 = -3590107.391153
  nChanged 1452
		SP:Iteration 7Q (24693.690000 sec): 3 clusters
  Score: Raw -3594097.731655 + Penalty 3345.387681 = -3590752.343975
  nChanged 1545
		SP:Iteration 8F (24694.050000 sec): 3 clusters
  Score: Raw -3594825.379532 + Penalty 3345.387681 = -3591479.991851
  nChanged 1488
		SP:Iteration 9F (24694.450000 sec): 3 clusters
  Score: Raw -3595583.839539 + Penalty 3345.387681 = -3592238.451858
  nChanged 1478
		SP:Iteration 10F (24694.720000 sec): 3 clusters
  Score: Raw -3596388.115212 + Penalty 3345.387681 = -3593042.727531
  nChanged 1436
		SP:Iteration 11Q (24695.050000 sec): 3 clusters
  Score: Raw -3597227.426640 + Penalty 3345.387681 = -3593882.038959
  nChanged 1347
		SP:Iteration 12Q (24695.290000 sec): 3 clusters
  Score: Raw -3598072.985055 + Penalty 3345.387681 = -3594727.597374
  nChanged 1353
		SP:Iteration 13Q (24695.600000 sec): 3 clusters
  Score: Raw -3599050.243469 + Penalty 3345.387681 = -3595704.855788
  nChanged 1247
		SP:Iteration 14Q (24695.890000 sec): 3 clusters
  Score: Raw -3600068.649527 + Penalty 3345.387681 = -3596723.261846
  nChanged 1015
		SP:Iteration 15Q (24696.220000 sec): 3 clusters
  Score: Raw -3600992.620652 + Penalty 3345.387681 = -3597647.232971
  nChanged 694
		SP:Iteration 16Q (24696.560000 sec): 3 clusters
  Score: Raw -3601630.485168 + Penalty 3345.387681 = -3598285.097487
  nChanged 352
		SP:Iteration 17Q (24696.860000 sec): 3 clusters
  Score: Raw -3601951.918710 + Penalty 3345.387681 = -3598606.531030
  nChanged 145
		SP:Iteration 18Q (24697.200000 sec): 3 clusters
  Score: Raw -3602095.020767 + Penalty 3345.387681 = -3598749.633086
  nChanged 57
		SP:Iteration 19Q (24697.540000 sec): 3 clusters
  Score: Raw -3602156.299046 + Penalty 3345.387681 = -3598810.911365
  nChanged 28
		SP:Iteration 20F (24697.920000 sec): 3 clusters
  Score: Raw -3602187.411588 + Penalty 3345.387681 = -3598842.023907
  nChanged 15
		SP:Iteration 21Q (24698.220000 sec): 3 clusters
  Score: Raw -3602204.035959 + Penalty 3345.387681 = -3598858.648278
  nChanged 7
		SP:Iteration 22Q (24698.470000 sec): 3 clusters
  Score: Raw -3602212.249294 + Penalty 3345.387681 = -3598866.861613
  nChanged 8
		SP:Iteration 23Q (24698.810000 sec): 3 clusters
  Score: Raw -3602222.031978 + Penalty 3345.387681 = -3598876.644297
  nChanged 7
		SP:Iteration 24Q (24699.180000 sec): 3 clusters
  Score: Raw -3602229.856239 + Penalty 3345.387681 = -3598884.468558
  nChanged 1
		SP:Iteration 25Q (24699.480000 sec): 3 clusters
  Score: Raw -3602230.301766 + Penalty 3345.387681 = -3598884.914086
  nChanged 1
		SP:Iteration 26Q (24699.810000 sec): 3 clusters
  Score: Raw -3602231.716043 + Penalty 3345.387681 = -3598886.328362
  nChanged 2
		SP:Iteration 27Q (24700.110000 sec): 3 clusters
  Score: Raw -3602233.777049 + Penalty 3345.387681 = -3598888.389368
  nChanged 2
		SP:Iteration 28Q (24700.450000 sec): 3 clusters
  Score: Raw -3602237.073074 + Penalty 3345.387681 = -3598891.685393
  nChanged 3
		SP:Iteration 29Q (24700.760000 sec): 3 clusters
  Score: Raw -3602241.205220 + Penalty 3345.387681 = -3598895.817540
  nChanged 3
		SP:Iteration 30Q (24701.090000 sec): 3 clusters
  Score: Raw -3602246.076158 + Penalty 3345.387681 = -3598900.688477
  nChanged 0
		SP:Iteration 31F (24701.410000 sec): 3 clusters
  Score: Raw -3602246.076158 + Penalty 3345.387681 = -3598900.688477
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24701.550000 sec): 2 clusters
  Score: Raw -455389.313119 + Penalty 1355.517901 = -454033.795219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24701.790000 sec): 3 clusters
  Score: Raw -453291.113864 + Penalty 2711.035801 = -450580.078063
  nChanged 1646
		SP:Iteration 1F (24701.950000 sec): 3 clusters
  Score: Raw -454294.190805 + Penalty 2711.035801 = -451583.155004
  nChanged 344
		SP:Iteration 2F (24702.220000 sec): 3 clusters
  Score: Raw -454524.173148 + Penalty 2711.035801 = -451813.137347
  nChanged 292
		SP:Iteration 3F (24702.410000 sec): 3 clusters
  Score: Raw -454711.762061 + Penalty 2711.035801 = -452000.726259
  nChanged 221
		SP:Iteration 4F (24702.620000 sec): 3 clusters
  Score: Raw -454849.464237 + Penalty 2711.035801 = -452138.428436
  nChanged 175
		SP:Iteration 5Q (24702.830000 sec): 3 clusters
  Score: Raw -454952.393319 + Penalty 2711.035801 = -452241.357518
  nChanged 145
		SP:Iteration 6Q (24703.070000 sec): 3 clusters
  Score: Raw -455041.392901 + Penalty 2711.035801 = -452330.357099
  nChanged 132
		SP:Iteration 7Q (24703.290000 sec): 3 clusters
  Score: Raw -455109.351678 + Penalty 2711.035801 = -452398.315877
  nChanged 108
		SP:Iteration 8Q (24703.510000 sec): 3 clusters
  Score: Raw -455159.035365 + Penalty 2711.035801 = -452447.999564
  nChanged 87
		SP:Iteration 9Q (24703.670000 sec): 3 clusters
  Score: Raw -455201.908683 + Penalty 2711.035801 = -452490.872882
  nChanged 82
		SP:Iteration 10Q (24703.860000 sec): 3 clusters
  Score: Raw -455242.717397 + Penalty 2711.035801 = -452531.681596
  nChanged 85
		SP:Iteration 11Q (24704.070000 sec): 3 clusters
  Score: Raw -455289.673209 + Penalty 2711.035801 = -452578.637408
  nChanged 81
		SP:Iteration 12Q (24704.270000 sec): 3 clusters
  Score: Raw -455335.966039 + Penalty 2711.035801 = -452624.930238
  nChanged 85
		SP:Iteration 13Q (24704.430000 sec): 3 clusters
  Score: Raw -455397.652377 + Penalty 2711.035801 = -452686.616576
  nChanged 95
		SP:Iteration 14Q (24704.670000 sec): 3 clusters
  Score: Raw -455465.132296 + Penalty 2711.035801 = -452754.096495
  nChanged 91
		SP:Iteration 15Q (24704.870000 sec): 3 clusters
  Score: Raw -455520.313039 + Penalty 2711.035801 = -452809.277237
  nChanged 77
		SP:Iteration 16Q (24705.050000 sec): 3 clusters
  Score: Raw -455557.148945 + Penalty 2711.035801 = -452846.113144
  nChanged 70
		SP:Iteration 17Q (24705.290000 sec): 3 clusters
  Score: Raw -455587.209248 + Penalty 2711.035801 = -452876.173447
  nChanged 64
		SP:Iteration 18Q (24705.490000 sec): 3 clusters
  Score: Raw -455620.416539 + Penalty 2711.035801 = -452909.380738
  nChanged 69
		SP:Iteration 19Q (24705.680000 sec): 3 clusters
  Score: Raw -455651.801045 + Penalty 2711.035801 = -452940.765244
  nChanged 54
		SP:Iteration 20F (24705.920000 sec): 3 clusters
  Score: Raw -455676.346843 + Penalty 2711.035801 = -452965.311042
  nChanged 44
		SP:Iteration 21Q (24706.100000 sec): 3 clusters
  Score: Raw -455693.731122 + Penalty 2711.035801 = -452982.695321
  nChanged 35
		SP:Iteration 22Q (24706.360000 sec): 3 clusters
  Score: Raw -455704.161655 + Penalty 2711.035801 = -452993.125854
  nChanged 20
		SP:Iteration 23Q (24706.590000 sec): 3 clusters
  Score: Raw -455710.128061 + Penalty 2711.035801 = -452999.092260
  nChanged 17
		SP:Iteration 24Q (24706.790000 sec): 3 clusters
  Score: Raw -455715.083450 + Penalty 2711.035801 = -453004.047649
  nChanged 12
		SP:Iteration 25Q (24707.000000 sec): 3 clusters
  Score: Raw -455719.116161 + Penalty 2711.035801 = -453008.080359
  nChanged 12
		SP:Iteration 26Q (24707.240000 sec): 3 clusters
  Score: Raw -455721.979504 + Penalty 2711.035801 = -453010.943703
  nChanged 9
		SP:Iteration 27Q (24707.460000 sec): 3 clusters
  Score: Raw -455723.862516 + Penalty 2711.035801 = -453012.826714
  nChanged 4
		SP:Iteration 28Q (24707.660000 sec): 3 clusters
  Score: Raw -455724.448577 + Penalty 2711.035801 = -453013.412776
  nChanged 3
		SP:Iteration 29Q (24707.850000 sec): 3 clusters
  Score: Raw -455725.082832 + Penalty 2711.035801 = -453014.047031
  nChanged 4
		SP:Iteration 30Q (24708.050000 sec): 3 clusters
  Score: Raw -455726.430283 + Penalty 2711.035801 = -453015.394482
  nChanged 5
		SP:Iteration 31Q (24708.240000 sec): 3 clusters
  Score: Raw -455727.161338 + Penalty 2711.035801 = -453016.125537
  nChanged 3
		SP:Iteration 32Q (24708.490000 sec): 3 clusters
  Score: Raw -455727.630341 + Penalty 2711.035801 = -453016.594539
  nChanged 2
		SP:Iteration 33Q (24708.660000 sec): 3 clusters
  Score: Raw -455728.157210 + Penalty 2711.035801 = -453017.121409
  nChanged 2
		SP:Iteration 34Q (24708.870000 sec): 3 clusters
  Score: Raw -455728.708294 + Penalty 2711.035801 = -453017.672493
  nChanged 3
		SP:Iteration 35Q (24709.080000 sec): 3 clusters
  Score: Raw -455729.485398 + Penalty 2711.035801 = -453018.449597
  nChanged 1
		SP:Iteration 36Q (24709.260000 sec): 3 clusters
  Score: Raw -455729.618008 + Penalty 2711.035801 = -453018.582207
  nChanged 3
		SP:Iteration 37Q (24709.470000 sec): 3 clusters
  Score: Raw -455730.372476 + Penalty 2711.035801 = -453019.336675
  nChanged 4
		SP:Iteration 38Q (24709.640000 sec): 3 clusters
  Score: Raw -455731.639515 + Penalty 2711.035801 = -453020.603713
  nChanged 4
		SP:Iteration 39Q (24709.830000 sec): 3 clusters
  Score: Raw -455732.629518 + Penalty 2711.035801 = -453021.593717
  nChanged 6
		SP:Iteration 40F (24710.010000 sec): 3 clusters
  Score: Raw -455734.046407 + Penalty 2711.035801 = -453023.010606
  nChanged 7
		SP:Iteration 41Q (24710.180000 sec): 3 clusters
  Score: Raw -455735.797781 + Penalty 2711.035801 = -453024.761979
  nChanged 2
		SP:Iteration 42Q (24710.380000 sec): 3 clusters
  Score: Raw -455736.035055 + Penalty 2711.035801 = -453024.999254
  nChanged 5
		SP:Iteration 43Q (24710.580000 sec): 3 clusters
  Score: Raw -455737.003671 + Penalty 2711.035801 = -453025.967870
  nChanged 3
		SP:Iteration 44Q (24710.780000 sec): 3 clusters
  Score: Raw -455738.339369 + Penalty 2711.035801 = -453027.303568
  nChanged 3
		SP:Iteration 45Q (24710.960000 sec): 3 clusters
  Score: Raw -455739.517555 + Penalty 2711.035801 = -453028.481754
  nChanged 1
		SP:Iteration 46Q (24711.150000 sec): 3 clusters
  Score: Raw -455739.607749 + Penalty 2711.035801 = -453028.571948
  nChanged 0
		SP:Iteration 47F (24711.340000 sec): 3 clusters
  Score: Raw -455739.607749 + Penalty 2711.035801 = -453028.571948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (4986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24711.530000 sec): 2 clusters
  Score: Raw -602356.555086 + Penalty 1383.588255 = -600972.966831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24711.700000 sec): 3 clusters
  Score: Raw -599752.115435 + Penalty 2767.176511 = -596984.938924
  nChanged 2012
		SP:Iteration 1F (24711.890000 sec): 3 clusters
  Score: Raw -600867.425215 + Penalty 2767.176511 = -598100.248704
  nChanged 416
		SP:Iteration 2F (24712.090000 sec): 3 clusters
  Score: Raw -601148.339132 + Penalty 2767.176511 = -598381.162621
  nChanged 333
		SP:Iteration 3F (24712.290000 sec): 3 clusters
  Score: Raw -601378.967607 + Penalty 2767.176511 = -598611.791096
  nChanged 304
		SP:Iteration 4F (24712.500000 sec): 3 clusters
  Score: Raw -601592.785310 + Penalty 2767.176511 = -598825.608799
  nChanged 257
		SP:Iteration 5F (24712.760000 sec): 3 clusters
  Score: Raw -601752.930189 + Penalty 2767.176511 = -598985.753678
  nChanged 216
		SP:Iteration 6Q (24712.990000 sec): 3 clusters
  Score: Raw -601880.812302 + Penalty 2767.176511 = -599113.635791
  nChanged 182
		SP:Iteration 7Q (24713.240000 sec): 3 clusters
  Score: Raw -601986.704851 + Penalty 2767.176511 = -599219.528340
  nChanged 145
		SP:Iteration 8Q (24713.460000 sec): 3 clusters
  Score: Raw -602067.177135 + Penalty 2767.176511 = -599300.000624
  nChanged 130
		SP:Iteration 9Q (24713.640000 sec): 3 clusters
  Score: Raw -602138.272485 + Penalty 2767.176511 = -599371.095974
  nChanged 127
		SP:Iteration 10Q (24713.900000 sec): 3 clusters
  Score: Raw -602205.735820 + Penalty 2767.176511 = -599438.559309
  nChanged 108
		SP:Iteration 11Q (24714.110000 sec): 3 clusters
  Score: Raw -602265.612861 + Penalty 2767.176511 = -599498.436350
  nChanged 89
		SP:Iteration 12Q (24714.330000 sec): 3 clusters
  Score: Raw -602310.312687 + Penalty 2767.176511 = -599543.136176
  nChanged 73
		SP:Iteration 13Q (24714.580000 sec): 3 clusters
  Score: Raw -602344.697266 + Penalty 2767.176511 = -599577.520755
  nChanged 65
		SP:Iteration 14Q (24714.780000 sec): 3 clusters
  Score: Raw -602371.309681 + Penalty 2767.176511 = -599604.133171
  nChanged 53
		SP:Iteration 15Q (24714.990000 sec): 3 clusters
  Score: Raw -602389.745654 + Penalty 2767.176511 = -599622.569143
  nChanged 34
		SP:Iteration 16Q (24715.190000 sec): 3 clusters
  Score: Raw -602399.869595 + Penalty 2767.176511 = -599632.693084
  nChanged 24
		SP:Iteration 17Q (24715.400000 sec): 3 clusters
  Score: Raw -602406.381494 + Penalty 2767.176511 = -599639.204984
  nChanged 17
		SP:Iteration 18Q (24715.570000 sec): 3 clusters
  Score: Raw -602411.011953 + Penalty 2767.176511 = -599643.835442
  nChanged 15
		SP:Iteration 19Q (24715.740000 sec): 3 clusters
  Score: Raw -602414.679936 + Penalty 2767.176511 = -599647.503425
  nChanged 11
		SP:Iteration 20F (24715.930000 sec): 3 clusters
  Score: Raw -602418.064572 + Penalty 2767.176511 = -599650.888062
  nChanged 14
		SP:Iteration 21Q (24716.110000 sec): 3 clusters
  Score: Raw -602421.637387 + Penalty 2767.176511 = -599654.460876
  nChanged 8
		SP:Iteration 22Q (24716.270000 sec): 3 clusters
  Score: Raw -602423.433737 + Penalty 2767.176511 = -599656.257226
  nChanged 12
		SP:Iteration 23Q (24716.490000 sec): 3 clusters
  Score: Raw -602426.355899 + Penalty 2767.176511 = -599659.179388
  nChanged 6
		SP:Iteration 24Q (24716.720000 sec): 3 clusters
  Score: Raw -602428.234740 + Penalty 2767.176511 = -599661.058229
  nChanged 7
		SP:Iteration 25Q (24716.950000 sec): 3 clusters
  Score: Raw -602430.297554 + Penalty 2767.176511 = -599663.121043
  nChanged 12
		SP:Iteration 26Q (24717.130000 sec): 3 clusters
  Score: Raw -602432.803991 + Penalty 2767.176511 = -599665.627480
  nChanged 5
		SP:Iteration 27Q (24717.380000 sec): 3 clusters
  Score: Raw -602433.956117 + Penalty 2767.176511 = -599666.779606
  nChanged 7
		SP:Iteration 28Q (24717.560000 sec): 3 clusters
  Score: Raw -602435.807831 + Penalty 2767.176511 = -599668.631320
  nChanged 7
		SP:Iteration 29Q (24717.780000 sec): 3 clusters
  Score: Raw -602437.974877 + Penalty 2767.176511 = -599670.798366
  nChanged 6
		SP:Iteration 30Q (24717.970000 sec): 3 clusters
  Score: Raw -602439.289310 + Penalty 2767.176511 = -599672.112799
  nChanged 4
		SP:Iteration 31Q (24718.200000 sec): 3 clusters
  Score: Raw -602440.194789 + Penalty 2767.176511 = -599673.018278
  nChanged 7
		SP:Iteration 32Q (24718.350000 sec): 3 clusters
  Score: Raw -602441.907378 + Penalty 2767.176511 = -599674.730868
  nChanged 9
		SP:Iteration 33Q (24718.530000 sec): 3 clusters
  Score: Raw -602444.305714 + Penalty 2767.176511 = -599677.129203
  nChanged 7
		SP:Iteration 34Q (24718.690000 sec): 3 clusters
  Score: Raw -602446.200122 + Penalty 2767.176511 = -599679.023611
  nChanged 8
		SP:Iteration 35Q (24718.910000 sec): 3 clusters
  Score: Raw -602447.767473 + Penalty 2767.176511 = -599680.590963
  nChanged 8
		SP:Iteration 36Q (24719.100000 sec): 3 clusters
  Score: Raw -602449.519496 + Penalty 2767.176511 = -599682.342985
  nChanged 5
		SP:Iteration 37Q (24719.310000 sec): 3 clusters
  Score: Raw -602450.545689 + Penalty 2767.176511 = -599683.369178
  nChanged 6
		SP:Iteration 38Q (24719.450000 sec): 3 clusters
  Score: Raw -602451.631478 + Penalty 2767.176511 = -599684.454967
  nChanged 2
		SP:Iteration 39Q (24719.650000 sec): 3 clusters
  Score: Raw -602452.277126 + Penalty 2767.176511 = -599685.100616
  nChanged 2
		SP:Iteration 40F (24719.840000 sec): 3 clusters
  Score: Raw -602453.008393 + Penalty 2767.176511 = -599685.831882
  nChanged 5
		SP:Iteration 41Q (24720.010000 sec): 3 clusters
  Score: Raw -602453.706885 + Penalty 2767.176511 = -599686.530374
  nChanged 2
		SP:Iteration 42Q (24720.170000 sec): 3 clusters
  Score: Raw -602453.931470 + Penalty 2767.176511 = -599686.754960
  nChanged 2
		SP:Iteration 43Q (24720.400000 sec): 3 clusters
  Score: Raw -602454.311877 + Penalty 2767.176511 = -599687.135366
  nChanged 3
		SP:Iteration 44Q (24720.540000 sec): 3 clusters
  Score: Raw -602454.998588 + Penalty 2767.176511 = -599687.822077
  nChanged 4
		SP:Iteration 45Q (24720.730000 sec): 3 clusters
  Score: Raw -602455.931098 + Penalty 2767.176511 = -599688.754587
  nChanged 5
		SP:Iteration 46Q (24720.910000 sec): 3 clusters
  Score: Raw -602457.776480 + Penalty 2767.176511 = -599690.599969
  nChanged 5
		SP:Iteration 47Q (24721.090000 sec): 3 clusters
  Score: Raw -602459.242628 + Penalty 2767.176511 = -599692.066118
  nChanged 8
		SP:Iteration 48Q (24721.300000 sec): 3 clusters
  Score: Raw -602460.467174 + Penalty 2767.176511 = -599693.290663
  nChanged 3
		SP:Iteration 49Q (24721.450000 sec): 3 clusters
  Score: Raw -602460.958647 + Penalty 2767.176511 = -599693.782137
  nChanged 2
		SP:Iteration 50Q (24721.630000 sec): 3 clusters
  Score: Raw -602461.133112 + Penalty 2767.176511 = -599693.956601
  nChanged 0
		SP:Iteration 51F (24721.820000 sec): 3 clusters
  Score: Raw -602461.133112 + Penalty 2767.176511 = -599693.956601
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24721.920000 sec): 2 clusters
  Score: Raw -541959.558006 + Penalty 1368.002548 = -540591.555458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24722.110000 sec): 3 clusters
  Score: Raw -539662.394981 + Penalty 2736.005096 = -536926.389885
  nChanged 1801
		SP:Iteration 1F (24722.310000 sec): 3 clusters
  Score: Raw -540659.586718 + Penalty 2736.005096 = -537923.581622
  nChanged 349
		SP:Iteration 2F (24722.430000 sec): 3 clusters
  Score: Raw -540837.213414 + Penalty 2736.005096 = -538101.208318
  nChanged 223
		SP:Iteration 3Q (24722.560000 sec): 3 clusters
  Score: Raw -540942.291802 + Penalty 2736.005096 = -538206.286706
  nChanged 169
		SP:Iteration 4Q (24722.690000 sec): 3 clusters
  Score: Raw -541010.069901 + Penalty 2736.005096 = -538274.064805
  nChanged 123
		SP:Iteration 5Q (24722.820000 sec): 3 clusters
  Score: Raw -541066.907629 + Penalty 2736.005096 = -538330.902533
  nChanged 123
		SP:Iteration 6Q (24722.950000 sec): 3 clusters
  Score: Raw -541117.075475 + Penalty 2736.005096 = -538381.070379
  nChanged 105
		SP:Iteration 7Q (24723.120000 sec): 3 clusters
  Score: Raw -541154.637999 + Penalty 2736.005096 = -538418.632903
  nChanged 83
		SP:Iteration 8Q (24723.240000 sec): 3 clusters
  Score: Raw -541178.378011 + Penalty 2736.005096 = -538442.372915
  nChanged 72
		SP:Iteration 9Q (24723.410000 sec): 3 clusters
  Score: Raw -541203.879550 + Penalty 2736.005096 = -538467.874454
  nChanged 72
		SP:Iteration 10Q (24723.530000 sec): 3 clusters
  Score: Raw -541232.952324 + Penalty 2736.005096 = -538496.947228
  nChanged 75
		SP:Iteration 11Q (24723.690000 sec): 3 clusters
  Score: Raw -541260.495722 + Penalty 2736.005096 = -538524.490626
  nChanged 71
		SP:Iteration 12Q (24723.810000 sec): 3 clusters
  Score: Raw -541282.247665 + Penalty 2736.005096 = -538546.242569
  nChanged 47
		SP:Iteration 13Q (24723.980000 sec): 3 clusters
  Score: Raw -541298.291701 + Penalty 2736.005096 = -538562.286605
  nChanged 43
		SP:Iteration 14Q (24724.090000 sec): 3 clusters
  Score: Raw -541315.145423 + Penalty 2736.005096 = -538579.140327
  nChanged 53
		SP:Iteration 15Q (24724.220000 sec): 3 clusters
  Score: Raw -541335.011562 + Penalty 2736.005096 = -538599.006466
  nChanged 56
		SP:Iteration 16Q (24724.350000 sec): 3 clusters
  Score: Raw -541361.977300 + Penalty 2736.005096 = -538625.972204
  nChanged 65
		SP:Iteration 17Q (24724.480000 sec): 3 clusters
  Score: Raw -541385.914223 + Penalty 2736.005096 = -538649.909127
  nChanged 70
		SP:Iteration 18Q (24724.610000 sec): 3 clusters
  Score: Raw -541416.635964 + Penalty 2736.005096 = -538680.630868
  nChanged 76
		SP:Iteration 19Q (24724.730000 sec): 3 clusters
  Score: Raw -541449.028429 + Penalty 2736.005096 = -538713.023333
  nChanged 86
		SP:Iteration 20F (24724.860000 sec): 3 clusters
  Score: Raw -541485.176109 + Penalty 2736.005096 = -538749.171013
  nChanged 73
		SP:Iteration 21Q (24724.990000 sec): 3 clusters
  Score: Raw -541518.709047 + Penalty 2736.005096 = -538782.703951
  nChanged 86
		SP:Iteration 22Q (24725.110000 sec): 3 clusters
  Score: Raw -541567.923186 + Penalty 2736.005096 = -538831.918090
  nChanged 88
		SP:Iteration 23Q (24725.240000 sec): 3 clusters
  Score: Raw -541617.568440 + Penalty 2736.005096 = -538881.563344
  nChanged 86
		SP:Iteration 24Q (24725.370000 sec): 3 clusters
  Score: Raw -541665.764920 + Penalty 2736.005096 = -538929.759824
  nChanged 76
		SP:Iteration 25Q (24725.500000 sec): 3 clusters
  Score: Raw -541716.380093 + Penalty 2736.005096 = -538980.374997
  nChanged 85
		SP:Iteration 26Q (24725.630000 sec): 3 clusters
  Score: Raw -541776.014660 + Penalty 2736.005096 = -539040.009564
  nChanged 64
		SP:Iteration 27Q (24725.750000 sec): 3 clusters
  Score: Raw -541812.997946 + Penalty 2736.005096 = -539076.992850
  nChanged 54
		SP:Iteration 28Q (24725.880000 sec): 3 clusters
  Score: Raw -541838.212196 + Penalty 2736.005096 = -539102.207100
  nChanged 47
		SP:Iteration 29Q (24726.010000 sec): 3 clusters
  Score: Raw -541862.652048 + Penalty 2736.005096 = -539126.646952
  nChanged 31
		SP:Iteration 30Q (24726.140000 sec): 3 clusters
  Score: Raw -541879.850841 + Penalty 2736.005096 = -539143.845745
  nChanged 31
		SP:Iteration 31Q (24726.270000 sec): 3 clusters
  Score: Raw -541894.097071 + Penalty 2736.005096 = -539158.091975
  nChanged 21
		SP:Iteration 32Q (24726.390000 sec): 3 clusters
  Score: Raw -541901.709097 + Penalty 2736.005096 = -539165.704001
  nChanged 20
		SP:Iteration 33Q (24726.520000 sec): 3 clusters
  Score: Raw -541912.205791 + Penalty 2736.005096 = -539176.200695
  nChanged 18
		SP:Iteration 34Q (24726.650000 sec): 3 clusters
  Score: Raw -541920.107428 + Penalty 2736.005096 = -539184.102332
  nChanged 14
		SP:Iteration 35Q (24726.780000 sec): 3 clusters
  Score: Raw -541926.255352 + Penalty 2736.005096 = -539190.250256
  nChanged 16
		SP:Iteration 36Q (24726.900000 sec): 3 clusters
  Score: Raw -541932.869851 + Penalty 2736.005096 = -539196.864755
  nChanged 12
		SP:Iteration 37Q (24727.030000 sec): 3 clusters
  Score: Raw -541937.454524 + Penalty 2736.005096 = -539201.449428
  nChanged 14
		SP:Iteration 38Q (24727.160000 sec): 3 clusters
  Score: Raw -541943.385761 + Penalty 2736.005096 = -539207.380665
  nChanged 12
		SP:Iteration 39Q (24727.290000 sec): 3 clusters
  Score: Raw -541947.882647 + Penalty 2736.005096 = -539211.877551
  nChanged 12
		SP:Iteration 40F (24727.410000 sec): 3 clusters
  Score: Raw -541952.443996 + Penalty 2736.005096 = -539216.438900
  nChanged 13
		SP:Iteration 41Q (24727.540000 sec): 3 clusters
  Score: Raw -541958.032618 + Penalty 2736.005096 = -539222.027522
  nChanged 11
		SP:Iteration 42Q (24727.670000 sec): 3 clusters
  Score: Raw -541962.723648 + Penalty 2736.005096 = -539226.718552
  nChanged 14
		SP:Iteration 43Q (24727.800000 sec): 3 clusters
  Score: Raw -541968.923982 + Penalty 2736.005096 = -539232.918886
  nChanged 15
		SP:Iteration 44Q (24727.930000 sec): 3 clusters
  Score: Raw -541977.395368 + Penalty 2736.005096 = -539241.390272
  nChanged 21
		SP:Iteration 45Q (24728.050000 sec): 3 clusters
  Score: Raw -541985.089668 + Penalty 2736.005096 = -539249.084572
  nChanged 15
		SP:Iteration 46Q (24728.180000 sec): 3 clusters
  Score: Raw -541995.570633 + Penalty 2736.005096 = -539259.565537
  nChanged 19
		SP:Iteration 47Q (24728.310000 sec): 3 clusters
  Score: Raw -542004.009377 + Penalty 2736.005096 = -539268.004281
  nChanged 17
		SP:Iteration 48Q (24728.440000 sec): 3 clusters
  Score: Raw -542011.224280 + Penalty 2736.005096 = -539275.219184
  nChanged 17
		SP:Iteration 49Q (24728.570000 sec): 3 clusters
  Score: Raw -542020.253889 + Penalty 2736.005096 = -539284.248793
  nChanged 15
		SP:Iteration 50Q (24728.690000 sec): 3 clusters
  Score: Raw -542028.196220 + Penalty 2736.005096 = -539292.191124
  nChanged 13
		SP:Iteration 51Q (24728.930000 sec): 3 clusters
  Score: Raw -542035.399487 + Penalty 2736.005096 = -539299.394391
  nChanged 14
		SP:Iteration 52Q (24729.130000 sec): 3 clusters
  Score: Raw -542045.219927 + Penalty 2736.005096 = -539309.214831
  nChanged 14
		SP:Iteration 53Q (24729.310000 sec): 3 clusters
  Score: Raw -542051.283781 + Penalty 2736.005096 = -539315.278685
  nChanged 9
		SP:Iteration 54Q (24729.530000 sec): 3 clusters
  Score: Raw -542054.008578 + Penalty 2736.005096 = -539318.003482
  nChanged 11
		SP:Iteration 55Q (24729.720000 sec): 3 clusters
  Score: Raw -542059.869266 + Penalty 2736.005096 = -539323.864170
  nChanged 8
		SP:Iteration 56Q (24729.920000 sec): 3 clusters
  Score: Raw -542064.294176 + Penalty 2736.005096 = -539328.289080
  nChanged 7
		SP:Iteration 57Q (24730.130000 sec): 3 clusters
  Score: Raw -542067.506498 + Penalty 2736.005096 = -539331.501402
  nChanged 9
		SP:Iteration 58Q (24730.300000 sec): 3 clusters
  Score: Raw -542072.563691 + Penalty 2736.005096 = -539336.558595
  nChanged 9
		SP:Iteration 59Q (24730.540000 sec): 3 clusters
  Score: Raw -542078.121135 + Penalty 2736.005096 = -539342.116039
  nChanged 7
		SP:Iteration 60F (24730.700000 sec): 3 clusters
  Score: Raw -542083.084551 + Penalty 2736.005096 = -539347.079455
  nChanged 7
		SP:Iteration 61Q (24730.920000 sec): 3 clusters
  Score: Raw -542086.768151 + Penalty 2736.005096 = -539350.763055
  nChanged 6
		SP:Iteration 62Q (24731.070000 sec): 3 clusters
  Score: Raw -542090.766148 + Penalty 2736.005096 = -539354.761052
  nChanged 11
		SP:Iteration 63Q (24731.320000 sec): 3 clusters
  Score: Raw -542098.047771 + Penalty 2736.005096 = -539362.042675
  nChanged 11
		SP:Iteration 64Q (24731.480000 sec): 3 clusters
  Score: Raw -542103.396127 + Penalty 2736.005096 = -539367.391031
  nChanged 8
		SP:Iteration 65Q (24731.680000 sec): 3 clusters
  Score: Raw -542106.422804 + Penalty 2736.005096 = -539370.417708
  nChanged 8
		SP:Iteration 66Q (24731.870000 sec): 3 clusters
  Score: Raw -542110.528161 + Penalty 2736.005096 = -539374.523065
  nChanged 6
		SP:Iteration 67Q (24732.040000 sec): 3 clusters
  Score: Raw -542114.329627 + Penalty 2736.005096 = -539378.324531
  nChanged 5
		SP:Iteration 68Q (24732.260000 sec): 3 clusters
  Score: Raw -542116.220690 + Penalty 2736.005096 = -539380.215594
  nChanged 1
		SP:Iteration 69Q (24732.420000 sec): 3 clusters
  Score: Raw -542116.651869 + Penalty 2736.005096 = -539380.646773
  nChanged 3
		SP:Iteration 70Q (24732.650000 sec): 3 clusters
  Score: Raw -542118.218126 + Penalty 2736.005096 = -539382.213030
  nChanged 2
		SP:Iteration 71Q (24732.910000 sec): 3 clusters
  Score: Raw -542119.134027 + Penalty 2736.005096 = -539383.128931
  nChanged 1
		SP:Iteration 72Q (24733.110000 sec): 3 clusters
  Score: Raw -542119.526534 + Penalty 2736.005096 = -539383.521438
  nChanged 2
		SP:Iteration 73Q (24733.320000 sec): 3 clusters
  Score: Raw -542120.068171 + Penalty 2736.005096 = -539384.063075
  nChanged 2
		SP:Iteration 74Q (24733.560000 sec): 3 clusters
  Score: Raw -542120.790077 + Penalty 2736.005096 = -539384.784981
  nChanged 0
		SP:Iteration 75F (24733.770000 sec): 3 clusters
  Score: Raw -542120.790077 + Penalty 2736.005096 = -539384.784981
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24733.870000 sec): 2 clusters
  Score: Raw -67549.001382 + Penalty 1038.414108 = -66510.587274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24734.080000 sec): 3 clusters
  Score: Raw -67483.615025 + Penalty 2076.828217 = -65406.786808
  nChanged 144
		SP:Iteration 1F (24734.290000 sec): 3 clusters
  Score: Raw -67694.748727 + Penalty 2076.828217 = -65617.920510
  nChanged 46
		SP:Iteration 2F (24734.480000 sec): 3 clusters
  Score: Raw -67778.418948 + Penalty 2076.828217 = -65701.590731
  nChanged 31
		SP:Iteration 3F (24734.650000 sec): 3 clusters
  Score: Raw -67831.817232 + Penalty 2076.828217 = -65754.989015
  nChanged 22
		SP:Iteration 4Q (24734.830000 sec): 3 clusters
  Score: Raw -67876.429826 + Penalty 2076.828217 = -65799.601609
  nChanged 18
		SP:Iteration 5Q (24735.040000 sec): 3 clusters
  Score: Raw -67917.218713 + Penalty 2076.828217 = -65840.390497
  nChanged 11
		SP:Iteration 6Q (24735.230000 sec): 3 clusters
  Score: Raw -67941.024869 + Penalty 2076.828217 = -65864.196652
  nChanged 9
		SP:Iteration 7Q (24735.370000 sec): 3 clusters
  Score: Raw -67950.003064 + Penalty 2076.828217 = -65873.174847
  nChanged 3
		SP:Iteration 8Q (24735.560000 sec): 3 clusters
  Score: Raw -67952.414884 + Penalty 2076.828217 = -65875.586668
  nChanged 2
		SP:Iteration 9Q (24735.750000 sec): 3 clusters
  Score: Raw -67954.280813 + Penalty 2076.828217 = -65877.452596
  nChanged 6
		SP:Iteration 10Q (24735.890000 sec): 3 clusters
  Score: Raw -67969.865909 + Penalty 2076.828217 = -65893.037692
  nChanged 9
		SP:Iteration 11Q (24736.060000 sec): 3 clusters
  Score: Raw -67986.050848 + Penalty 2076.828217 = -65909.222631
  nChanged 8
		SP:Iteration 12Q (24736.190000 sec): 3 clusters
  Score: Raw -68009.288758 + Penalty 2076.828217 = -65932.460541
  nChanged 5
		SP:Iteration 13Q (24736.330000 sec): 3 clusters
  Score: Raw -68013.751055 + Penalty 2076.828217 = -65936.922838
  nChanged 3
		SP:Iteration 14Q (24736.490000 sec): 3 clusters
  Score: Raw -68017.236391 + Penalty 2076.828217 = -65940.408174
  nChanged 1
		SP:Iteration 15Q (24736.680000 sec): 3 clusters
  Score: Raw -68028.691520 + Penalty 2076.828217 = -65951.863303
  nChanged 2
		SP:Iteration 16Q (24736.850000 sec): 3 clusters
  Score: Raw -68037.471856 + Penalty 2076.828217 = -65960.643640
  nChanged 3
		SP:Iteration 17Q (24737.010000 sec): 3 clusters
  Score: Raw -68040.647586 + Penalty 2076.828217 = -65963.819369
  nChanged 1
		SP:Iteration 18Q (24737.180000 sec): 3 clusters
  Score: Raw -68041.672565 + Penalty 2076.828217 = -65964.844348
  nChanged 1
		SP:Iteration 19Q (24737.360000 sec): 3 clusters
  Score: Raw -68043.245700 + Penalty 2076.828217 = -65966.417483
  nChanged 0
		SP:Iteration 20F (24737.560000 sec): 3 clusters
  Score: Raw -68043.245700 + Penalty 2076.828217 = -65966.417483
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24737.700000 sec): 2 clusters
  Score: Raw -39506.134091 + Penalty 979.203221 = -38526.930870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24737.860000 sec): 3 clusters
  Score: Raw -39565.216230 + Penalty 1958.406441 = -37606.809788
  nChanged 99
		SP:Iteration 1F (24738.050000 sec): 3 clusters
  Score: Raw -39723.670831 + Penalty 1958.406441 = -37765.264390
  nChanged 24
		SP:Iteration 2F (24738.210000 sec): 3 clusters
  Score: Raw -39786.266403 + Penalty 1958.406441 = -37827.859961
  nChanged 19
		SP:Iteration 3Q (24738.410000 sec): 3 clusters
  Score: Raw -39826.418977 + Penalty 1958.406441 = -37868.012536
  nChanged 12
		SP:Iteration 4Q (24738.590000 sec): 3 clusters
  Score: Raw -39851.874982 + Penalty 1958.406441 = -37893.468541
  nChanged 12
		SP:Iteration 5Q (24738.780000 sec): 3 clusters
  Score: Raw -39876.643972 + Penalty 1958.406441 = -37918.237530
  nChanged 9
		SP:Iteration 6Q (24738.970000 sec): 3 clusters
  Score: Raw -39891.713219 + Penalty 1958.406441 = -37933.306777
  nChanged 5
		SP:Iteration 7Q (24739.180000 sec): 3 clusters
  Score: Raw -39899.508229 + Penalty 1958.406441 = -37941.101787
  nChanged 7
		SP:Iteration 8Q (24739.330000 sec): 3 clusters
  Score: Raw -39915.184301 + Penalty 1958.406441 = -37956.777860
  nChanged 5
		SP:Iteration 9Q (24739.520000 sec): 3 clusters
  Score: Raw -39951.075675 + Penalty 1958.406441 = -37992.669234
  nChanged 9
		SP:Iteration 10Q (24739.720000 sec): 3 clusters
  Score: Raw -39991.600312 + Penalty 1958.406441 = -38033.193870
  nChanged 8
		SP:Iteration 11Q (24739.880000 sec): 3 clusters
  Score: Raw -40013.631274 + Penalty 1958.406441 = -38055.224832
  nChanged 3
		SP:Iteration 12Q (24740.060000 sec): 3 clusters
  Score: Raw -40031.462453 + Penalty 1958.406441 = -38073.056011
  nChanged 4
		SP:Iteration 13Q (24740.220000 sec): 3 clusters
  Score: Raw -40041.980858 + Penalty 1958.406441 = -38083.574416
  nChanged 1
		SP:Iteration 14Q (24740.440000 sec): 3 clusters
  Score: Raw -40043.322957 + Penalty 1958.406441 = -38084.916515
  nChanged 1
		SP:Iteration 15Q (24740.620000 sec): 3 clusters
  Score: Raw -40045.137545 + Penalty 1958.406441 = -38086.731104
  nChanged 0
		SP:Iteration 16F (24740.770000 sec): 3 clusters
  Score: Raw -40045.137545 + Penalty 1958.406441 = -38086.731104
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24741.070000 sec): 2 clusters
  Score: Raw -5101647.543790 + Penalty 1726.689385 = -5099920.854405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24741.440000 sec): 3 clusters
  Score: Raw -5075799.548327 + Penalty 3453.378769 = -5072346.169558
  nChanged 19114
		SP:Iteration 1F (24741.780000 sec): 3 clusters
  Score: Raw -5086318.171393 + Penalty 3453.378769 = -5082864.792624
  nChanged 1623
		SP:Iteration 2Q (24742.180000 sec): 3 clusters
  Score: Raw -5086807.722682 + Penalty 3453.378769 = -5083354.343913
  nChanged 1622
		SP:Iteration 3Q (24742.530000 sec): 3 clusters
  Score: Raw -5087348.346952 + Penalty 3453.378769 = -5083894.968183
  nChanged 1766
		SP:Iteration 4Q (24742.950000 sec): 3 clusters
  Score: Raw -5088033.877306 + Penalty 3453.378769 = -5084580.498537
  nChanged 1938
		SP:Iteration 5Q (24743.360000 sec): 3 clusters
  Score: Raw -5088909.581190 + Penalty 3453.378769 = -5085456.202421
  nChanged 2169
		SP:Iteration 6F (24743.750000 sec): 3 clusters
  Score: Raw -5090049.811700 + Penalty 3453.378769 = -5086596.432931
  nChanged 2323
		SP:Iteration 7F (24744.130000 sec): 3 clusters
  Score: Raw -5091525.328670 + Penalty 3453.378769 = -5088071.949900
  nChanged 2540
		SP:Iteration 8F (24744.510000 sec): 3 clusters
  Score: Raw -5093325.202691 + Penalty 3453.378769 = -5089871.823922
  nChanged 2443
		SP:Iteration 9F (24744.860000 sec): 3 clusters
  Score: Raw -5095143.320118 + Penalty 3453.378769 = -5091689.941349
  nChanged 2106
		SP:Iteration 10F (24745.230000 sec): 3 clusters
  Score: Raw -5096640.800451 + Penalty 3453.378769 = -5093187.421682
  nChanged 1605
		SP:Iteration 11Q (24745.600000 sec): 3 clusters
  Score: Raw -5097705.687352 + Penalty 3453.378769 = -5094252.308583
  nChanged 1202
		SP:Iteration 12Q (24746.010000 sec): 3 clusters
  Score: Raw -5098444.186228 + Penalty 3453.378769 = -5094990.807459
  nChanged 922
		SP:Iteration 13Q (24746.390000 sec): 3 clusters
  Score: Raw -5098986.305405 + Penalty 3453.378769 = -5095532.926636
  nChanged 761
		SP:Iteration 14Q (24746.720000 sec): 3 clusters
  Score: Raw -5099390.689316 + Penalty 3453.378769 = -5095937.310547
  nChanged 680
		SP:Iteration 15Q (24747.090000 sec): 3 clusters
  Score: Raw -5099748.080082 + Penalty 3453.378769 = -5096294.701313
  nChanged 612
		SP:Iteration 16Q (24747.460000 sec): 3 clusters
  Score: Raw -5100042.544558 + Penalty 3453.378769 = -5096589.165789
  nChanged 551
		SP:Iteration 17Q (24747.810000 sec): 3 clusters
  Score: Raw -5100297.693596 + Penalty 3453.378769 = -5096844.314827
  nChanged 485
		SP:Iteration 18Q (24748.150000 sec): 3 clusters
  Score: Raw -5100510.719604 + Penalty 3453.378769 = -5097057.340835
  nChanged 415
		SP:Iteration 19Q (24748.480000 sec): 3 clusters
  Score: Raw -5100661.371552 + Penalty 3453.378769 = -5097207.992783
  nChanged 339
		SP:Iteration 20F (24748.830000 sec): 3 clusters
  Score: Raw -5100773.768049 + Penalty 3453.378769 = -5097320.389280
  nChanged 305
		SP:Iteration 21Q (24749.200000 sec): 3 clusters
  Score: Raw -5100881.507497 + Penalty 3453.378769 = -5097428.128728
  nChanged 302
		SP:Iteration 22Q (24749.570000 sec): 3 clusters
  Score: Raw -5100980.266746 + Penalty 3453.378769 = -5097526.887976
  nChanged 297
		SP:Iteration 23Q (24749.990000 sec): 3 clusters
  Score: Raw -5101080.866470 + Penalty 3453.378769 = -5097627.487700
  nChanged 294
		SP:Iteration 24Q (24750.290000 sec): 3 clusters
  Score: Raw -5101185.885086 + Penalty 3453.378769 = -5097732.506316
  nChanged 272
		SP:Iteration 25Q (24750.700000 sec): 3 clusters
  Score: Raw -5101277.326547 + Penalty 3453.378769 = -5097823.947778
  nChanged 256
		SP:Iteration 26Q (24751.100000 sec): 3 clusters
  Score: Raw -5101362.441726 + Penalty 3453.378769 = -5097909.062956
  nChanged 221
		SP:Iteration 27Q (24751.440000 sec): 3 clusters
  Score: Raw -5101435.598196 + Penalty 3453.378769 = -5097982.219427
  nChanged 192
		SP:Iteration 28Q (24751.760000 sec): 3 clusters
  Score: Raw -5101494.329239 + Penalty 3453.378769 = -5098040.950470
  nChanged 199
		SP:Iteration 29Q (24752.170000 sec): 3 clusters
  Score: Raw -5101561.128034 + Penalty 3453.378769 = -5098107.749264
  nChanged 194
		SP:Iteration 30Q (24752.510000 sec): 3 clusters
  Score: Raw -5101628.013656 + Penalty 3453.378769 = -5098174.634887
  nChanged 170
		SP:Iteration 31Q (24752.830000 sec): 3 clusters
  Score: Raw -5101688.333650 + Penalty 3453.378769 = -5098234.954881
  nChanged 143
		SP:Iteration 32Q (24753.180000 sec): 3 clusters
  Score: Raw -5101736.103547 + Penalty 3453.378769 = -5098282.724778
  nChanged 118
		SP:Iteration 33Q (24753.540000 sec): 3 clusters
  Score: Raw -5101772.146481 + Penalty 3453.378769 = -5098318.767711
  nChanged 93
		SP:Iteration 34Q (24753.870000 sec): 3 clusters
  Score: Raw -5101801.542206 + Penalty 3453.378769 = -5098348.163437
  nChanged 79
		SP:Iteration 35Q (24754.300000 sec): 3 clusters
  Score: Raw -5101826.446713 + Penalty 3453.378769 = -5098373.067944
  nChanged 83
		SP:Iteration 36Q (24754.660000 sec): 3 clusters
  Score: Raw -5101853.025296 + Penalty 3453.378769 = -5098399.646527
  nChanged 73
		SP:Iteration 37Q (24755.010000 sec): 3 clusters
  Score: Raw -5101874.127299 + Penalty 3453.378769 = -5098420.748530
  nChanged 68
		SP:Iteration 38Q (24755.370000 sec): 3 clusters
  Score: Raw -5101893.706391 + Penalty 3453.378769 = -5098440.327622
  nChanged 51
		SP:Iteration 39Q (24755.650000 sec): 3 clusters
  Score: Raw -5101907.036906 + Penalty 3453.378769 = -5098453.658137
  nChanged 51
		SP:Iteration 40F (24756.050000 sec): 3 clusters
  Score: Raw -5101922.035791 + Penalty 3453.378769 = -5098468.657021
  nChanged 48
		SP:Iteration 41Q (24756.340000 sec): 3 clusters
  Score: Raw -5101935.818224 + Penalty 3453.378769 = -5098482.439454
  nChanged 41
		SP:Iteration 42Q (24756.670000 sec): 3 clusters
  Score: Raw -5101947.176888 + Penalty 3453.378769 = -5098493.798119
  nChanged 43
		SP:Iteration 43Q (24757.020000 sec): 3 clusters
  Score: Raw -5101959.507396 + Penalty 3453.378769 = -5098506.128627
  nChanged 34
		SP:Iteration 44Q (24757.400000 sec): 3 clusters
  Score: Raw -5101968.486117 + Penalty 3453.378769 = -5098515.107347
  nChanged 26
		SP:Iteration 45Q (24757.760000 sec): 3 clusters
  Score: Raw -5101974.289719 + Penalty 3453.378769 = -5098520.910950
  nChanged 19
		SP:Iteration 46Q (24758.100000 sec): 3 clusters
  Score: Raw -5101979.122492 + Penalty 3453.378769 = -5098525.743723
  nChanged 13
		SP:Iteration 47Q (24758.390000 sec): 3 clusters
  Score: Raw -5101983.315096 + Penalty 3453.378769 = -5098529.936327
  nChanged 16
		SP:Iteration 48Q (24758.750000 sec): 3 clusters
  Score: Raw -5101987.116023 + Penalty 3453.378769 = -5098533.737254
  nChanged 14
		SP:Iteration 49Q (24759.090000 sec): 3 clusters
  Score: Raw -5101992.315815 + Penalty 3453.378769 = -5098538.937046
  nChanged 22
		SP:Iteration 50Q (24759.410000 sec): 3 clusters
  Score: Raw -5101999.320145 + Penalty 3453.378769 = -5098545.941375
  nChanged 20
		SP:Iteration 51Q (24759.770000 sec): 3 clusters
  Score: Raw -5102005.572705 + Penalty 3453.378769 = -5098552.193936
  nChanged 13
		SP:Iteration 52Q (24760.120000 sec): 3 clusters
  Score: Raw -5102010.021842 + Penalty 3453.378769 = -5098556.643072
  nChanged 13
		SP:Iteration 53Q (24760.520000 sec): 3 clusters
  Score: Raw -5102014.136576 + Penalty 3453.378769 = -5098560.757807
  nChanged 8
		SP:Iteration 54Q (24760.870000 sec): 3 clusters
  Score: Raw -5102016.243198 + Penalty 3453.378769 = -5098562.864429
  nChanged 12
		SP:Iteration 55Q (24761.260000 sec): 3 clusters
  Score: Raw -5102020.066501 + Penalty 3453.378769 = -5098566.687731
  nChanged 12
		SP:Iteration 56Q (24761.640000 sec): 3 clusters
  Score: Raw -5102024.315282 + Penalty 3453.378769 = -5098570.936512
  nChanged 15
		SP:Iteration 57Q (24762.000000 sec): 3 clusters
  Score: Raw -5102030.429797 + Penalty 3453.378769 = -5098577.051028
  nChanged 16
		SP:Iteration 58Q (24762.350000 sec): 3 clusters
  Score: Raw -5102034.538973 + Penalty 3453.378769 = -5098581.160204
  nChanged 11
		SP:Iteration 59Q (24762.620000 sec): 3 clusters
  Score: Raw -5102037.508367 + Penalty 3453.378769 = -5098584.129598
  nChanged 6
		SP:Iteration 60F (24763.010000 sec): 3 clusters
  Score: Raw -5102038.812336 + Penalty 3453.378769 = -5098585.433567
  nChanged 7
		SP:Iteration 61Q (24763.370000 sec): 3 clusters
  Score: Raw -5102041.041689 + Penalty 3453.378769 = -5098587.662920
  nChanged 11
		SP:Iteration 62Q (24763.690000 sec): 3 clusters
  Score: Raw -5102044.811717 + Penalty 3453.378769 = -5098591.432948
  nChanged 10
		SP:Iteration 63Q (24764.010000 sec): 3 clusters
  Score: Raw -5102048.989296 + Penalty 3453.378769 = -5098595.610526
  nChanged 11
		SP:Iteration 64Q (24764.340000 sec): 3 clusters
  Score: Raw -5102052.310098 + Penalty 3453.378769 = -5098598.931329
  nChanged 8
		SP:Iteration 65Q (24764.650000 sec): 3 clusters
  Score: Raw -5102054.905363 + Penalty 3453.378769 = -5098601.526594
  nChanged 9
		SP:Iteration 66Q (24765.050000 sec): 3 clusters
  Score: Raw -5102057.430154 + Penalty 3453.378769 = -5098604.051385
  nChanged 9
		SP:Iteration 67Q (24765.370000 sec): 3 clusters
  Score: Raw -5102060.318045 + Penalty 3453.378769 = -5098606.939276
  nChanged 11
		SP:Iteration 68Q (24765.750000 sec): 3 clusters
  Score: Raw -5102063.831507 + Penalty 3453.378769 = -5098610.452738
  nChanged 10
		SP:Iteration 69Q (24766.100000 sec): 3 clusters
  Score: Raw -5102067.374009 + Penalty 3453.378769 = -5098613.995240
  nChanged 13
		SP:Iteration 70Q (24766.500000 sec): 3 clusters
  Score: Raw -5102071.858596 + Penalty 3453.378769 = -5098618.479827
  nChanged 12
		SP:Iteration 71Q (24766.880000 sec): 3 clusters
  Score: Raw -5102076.205078 + Penalty 3453.378769 = -5098622.826309
  nChanged 14
		SP:Iteration 72Q (24767.230000 sec): 3 clusters
  Score: Raw -5102082.352905 + Penalty 3453.378769 = -5098628.974136
  nChanged 7
		SP:Iteration 73Q (24767.550000 sec): 3 clusters
  Score: Raw -5102084.335775 + Penalty 3453.378769 = -5098630.957005
  nChanged 4
		SP:Iteration 74Q (24767.940000 sec): 3 clusters
  Score: Raw -5102085.956936 + Penalty 3453.378769 = -5098632.578166
  nChanged 10
		SP:Iteration 75Q (24768.290000 sec): 3 clusters
  Score: Raw -5102088.607295 + Penalty 3453.378769 = -5098635.228525
  nChanged 3
		SP:Iteration 76Q (24768.610000 sec): 3 clusters
  Score: Raw -5102089.181398 + Penalty 3453.378769 = -5098635.802629
  nChanged 3
		SP:Iteration 77Q (24769.000000 sec): 3 clusters
  Score: Raw -5102090.123438 + Penalty 3453.378769 = -5098636.744668
  nChanged 4
		SP:Iteration 78Q (24769.340000 sec): 3 clusters
  Score: Raw -5102091.051729 + Penalty 3453.378769 = -5098637.672960
  nChanged 2
		SP:Iteration 79Q (24769.680000 sec): 3 clusters
  Score: Raw -5102091.591543 + Penalty 3453.378769 = -5098638.212773
  nChanged 1
		SP:Iteration 80F (24770.080000 sec): 3 clusters
  Score: Raw -5102091.946109 + Penalty 3453.378769 = -5098638.567340
  nChanged 1
		SP:Iteration 81Q (24770.490000 sec): 3 clusters
  Score: Raw -5102092.105932 + Penalty 3453.378769 = -5098638.727162
  nChanged 0
		SP:Iteration 82F (24770.860000 sec): 3 clusters
  Score: Raw -5102092.105932 + Penalty 3453.378769 = -5098638.727162
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24771.010000 sec): 2 clusters
  Score: Raw -186318.578194 + Penalty 1212.236150 = -185106.342045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24771.200000 sec): 3 clusters
  Score: Raw -185652.988541 + Penalty 2424.472299 = -183228.516242
  nChanged 611
		SP:Iteration 1F (24771.430000 sec): 3 clusters
  Score: Raw -186265.110673 + Penalty 2424.472299 = -183840.638374
  nChanged 206
		SP:Iteration 2F (24771.650000 sec): 3 clusters
  Score: Raw -186607.929111 + Penalty 2424.472299 = -184183.456812
  nChanged 140
		SP:Iteration 3F (24771.830000 sec): 3 clusters
  Score: Raw -186811.832666 + Penalty 2424.472299 = -184387.360367
  nChanged 97
		SP:Iteration 4F (24772.030000 sec): 3 clusters
  Score: Raw -186940.425601 + Penalty 2424.472299 = -184515.953302
  nChanged 72
		SP:Iteration 5Q (24772.240000 sec): 3 clusters
  Score: Raw -187033.174216 + Penalty 2424.472299 = -184608.701917
  nChanged 55
		SP:Iteration 6Q (24772.420000 sec): 3 clusters
  Score: Raw -187087.252108 + Penalty 2424.472299 = -184662.779808
  nChanged 37
		SP:Iteration 7Q (24772.600000 sec): 3 clusters
  Score: Raw -187134.258882 + Penalty 2424.472299 = -184709.786583
  nChanged 29
		SP:Iteration 8Q (24772.770000 sec): 3 clusters
  Score: Raw -187154.827039 + Penalty 2424.472299 = -184730.354740
  nChanged 24
		SP:Iteration 9Q (24772.950000 sec): 3 clusters
  Score: Raw -187175.353646 + Penalty 2424.472299 = -184750.881347
  nChanged 18
		SP:Iteration 10Q (24773.140000 sec): 3 clusters
  Score: Raw -187199.357359 + Penalty 2424.472299 = -184774.885060
  nChanged 22
		SP:Iteration 11Q (24773.330000 sec): 3 clusters
  Score: Raw -187220.194464 + Penalty 2424.472299 = -184795.722165
  nChanged 16
		SP:Iteration 12Q (24773.540000 sec): 3 clusters
  Score: Raw -187235.301748 + Penalty 2424.472299 = -184810.829449
  nChanged 19
		SP:Iteration 13Q (24773.710000 sec): 3 clusters
  Score: Raw -187250.513457 + Penalty 2424.472299 = -184826.041158
  nChanged 15
		SP:Iteration 14Q (24773.900000 sec): 3 clusters
  Score: Raw -187269.210356 + Penalty 2424.472299 = -184844.738057
  nChanged 23
		SP:Iteration 15Q (24774.080000 sec): 3 clusters
  Score: Raw -187294.228103 + Penalty 2424.472299 = -184869.755804
  nChanged 22
		SP:Iteration 16Q (24774.230000 sec): 3 clusters
  Score: Raw -187313.155383 + Penalty 2424.472299 = -184888.683084
  nChanged 20
		SP:Iteration 17Q (24774.430000 sec): 3 clusters
  Score: Raw -187325.543630 + Penalty 2424.472299 = -184901.071331
  nChanged 15
		SP:Iteration 18Q (24774.570000 sec): 3 clusters
  Score: Raw -187340.562443 + Penalty 2424.472299 = -184916.090144
  nChanged 9
		SP:Iteration 19Q (24774.720000 sec): 3 clusters
  Score: Raw -187345.474451 + Penalty 2424.472299 = -184921.002152
  nChanged 4
		SP:Iteration 20F (24774.900000 sec): 3 clusters
  Score: Raw -187347.497329 + Penalty 2424.472299 = -184923.025030
  nChanged 4
		SP:Iteration 21Q (24775.120000 sec): 3 clusters
  Score: Raw -187348.660740 + Penalty 2424.472299 = -184924.188441
  nChanged 4
		SP:Iteration 22Q (24775.270000 sec): 3 clusters
  Score: Raw -187351.708660 + Penalty 2424.472299 = -184927.236361
  nChanged 5
		SP:Iteration 23Q (24775.470000 sec): 3 clusters
  Score: Raw -187353.975425 + Penalty 2424.472299 = -184929.503126
  nChanged 2
		SP:Iteration 24Q (24775.630000 sec): 3 clusters
  Score: Raw -187355.080953 + Penalty 2424.472299 = -184930.608654
  nChanged 0
		SP:Iteration 25F (24775.830000 sec): 3 clusters
  Score: Raw -187355.080953 + Penalty 2424.472299 = -184930.608654
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (32772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24776.100000 sec): 2 clusters
  Score: Raw -3750933.859832 + Penalty 1689.566088 = -3749244.293744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24776.450000 sec): 3 clusters
  Score: Raw -3730549.916875 + Penalty 3379.132176 = -3727170.784700
  nChanged 15120
		SP:Iteration 1F (24776.810000 sec): 3 clusters
  Score: Raw -3739345.238264 + Penalty 3379.132176 = -3735966.106088
  nChanged 1807
		SP:Iteration 2F (24777.160000 sec): 3 clusters
  Score: Raw -3740210.642466 + Penalty 3379.132176 = -3736831.510290
  nChanged 1904
		SP:Iteration 3F (24777.550000 sec): 3 clusters
  Score: Raw -3741327.387285 + Penalty 3379.132176 = -3737948.255110
  nChanged 2037
		SP:Iteration 4F (24777.910000 sec): 3 clusters
  Score: Raw -3742653.890509 + Penalty 3379.132176 = -3739274.758333
  nChanged 2091
		SP:Iteration 5F (24778.260000 sec): 3 clusters
  Score: Raw -3744045.081981 + Penalty 3379.132176 = -3740665.949806
  nChanged 2053
		SP:Iteration 6F (24778.620000 sec): 3 clusters
  Score: Raw -3745429.736414 + Penalty 3379.132176 = -3742050.604238
  nChanged 1917
		SP:Iteration 7F (24778.990000 sec): 3 clusters
  Score: Raw -3746858.592907 + Penalty 3379.132176 = -3743479.460731
  nChanged 1722
		SP:Iteration 8F (24779.380000 sec): 3 clusters
  Score: Raw -3748149.325227 + Penalty 3379.132176 = -3744770.193051
  nChanged 1415
		SP:Iteration 9Q (24779.780000 sec): 3 clusters
  Score: Raw -3749027.225245 + Penalty 3379.132176 = -3745648.093070
  nChanged 1038
		SP:Iteration 10Q (24780.130000 sec): 3 clusters
  Score: Raw -3749530.460982 + Penalty 3379.132176 = -3746151.328806
  nChanged 768
		SP:Iteration 11Q (24780.500000 sec): 3 clusters
  Score: Raw -3749834.526670 + Penalty 3379.132176 = -3746455.394494
  nChanged 614
		SP:Iteration 12Q (24780.780000 sec): 3 clusters
  Score: Raw -3750051.494402 + Penalty 3379.132176 = -3746672.362226
  nChanged 472
		SP:Iteration 13Q (24781.110000 sec): 3 clusters
  Score: Raw -3750209.224850 + Penalty 3379.132176 = -3746830.092675
  nChanged 397
		SP:Iteration 14Q (24781.490000 sec): 3 clusters
  Score: Raw -3750329.880483 + Penalty 3379.132176 = -3746950.748308
  nChanged 341
		SP:Iteration 15Q (24781.810000 sec): 3 clusters
  Score: Raw -3750415.641524 + Penalty 3379.132176 = -3747036.509349
  nChanged 309
		SP:Iteration 16Q (24782.190000 sec): 3 clusters
  Score: Raw -3750490.816183 + Penalty 3379.132176 = -3747111.684007
  nChanged 278
		SP:Iteration 17Q (24782.600000 sec): 3 clusters
  Score: Raw -3750553.295302 + Penalty 3379.132176 = -3747174.163126
  nChanged 244
		SP:Iteration 18Q (24782.940000 sec): 3 clusters
  Score: Raw -3750603.427327 + Penalty 3379.132176 = -3747224.295151
  nChanged 222
		SP:Iteration 19Q (24783.340000 sec): 3 clusters
  Score: Raw -3750646.222684 + Penalty 3379.132176 = -3747267.090508
  nChanged 214
		SP:Iteration 20F (24783.720000 sec): 3 clusters
  Score: Raw -3750690.283781 + Penalty 3379.132176 = -3747311.151605
  nChanged 209
		SP:Iteration 21Q (24784.100000 sec): 3 clusters
  Score: Raw -3750729.480168 + Penalty 3379.132176 = -3747350.347992
  nChanged 211
		SP:Iteration 22Q (24784.470000 sec): 3 clusters
  Score: Raw -3750763.935816 + Penalty 3379.132176 = -3747384.803640
  nChanged 171
		SP:Iteration 23Q (24784.800000 sec): 3 clusters
  Score: Raw -3750786.043037 + Penalty 3379.132176 = -3747406.910862
  nChanged 126
		SP:Iteration 24Q (24785.110000 sec): 3 clusters
  Score: Raw -3750800.713929 + Penalty 3379.132176 = -3747421.581753
  nChanged 122
		SP:Iteration 25Q (24785.450000 sec): 3 clusters
  Score: Raw -3750814.873126 + Penalty 3379.132176 = -3747435.740951
  nChanged 121
		SP:Iteration 26Q (24785.780000 sec): 3 clusters
  Score: Raw -3750828.177349 + Penalty 3379.132176 = -3747449.045173
  nChanged 113
		SP:Iteration 27Q (24786.140000 sec): 3 clusters
  Score: Raw -3750841.646101 + Penalty 3379.132176 = -3747462.513925
  nChanged 120
		SP:Iteration 28Q (24786.500000 sec): 3 clusters
  Score: Raw -3750856.449647 + Penalty 3379.132176 = -3747477.317471
  nChanged 101
		SP:Iteration 29Q (24786.850000 sec): 3 clusters
  Score: Raw -3750868.311852 + Penalty 3379.132176 = -3747489.179676
  nChanged 102
		SP:Iteration 30Q (24787.160000 sec): 3 clusters
  Score: Raw -3750880.864259 + Penalty 3379.132176 = -3747501.732083
  nChanged 94
		SP:Iteration 31Q (24787.520000 sec): 3 clusters
  Score: Raw -3750891.403306 + Penalty 3379.132176 = -3747512.271130
  nChanged 77
		SP:Iteration 32Q (24787.820000 sec): 3 clusters
  Score: Raw -3750899.029337 + Penalty 3379.132176 = -3747519.897162
  nChanged 65
		SP:Iteration 33Q (24788.170000 sec): 3 clusters
  Score: Raw -3750904.517490 + Penalty 3379.132176 = -3747525.385315
  nChanged 64
		SP:Iteration 34Q (24788.580000 sec): 3 clusters
  Score: Raw -3750910.841792 + Penalty 3379.132176 = -3747531.709616
  nChanged 82
		SP:Iteration 35Q (24788.900000 sec): 3 clusters
  Score: Raw -3750922.009622 + Penalty 3379.132176 = -3747542.877447
  nChanged 86
		SP:Iteration 36Q (24789.250000 sec): 3 clusters
  Score: Raw -3750932.487685 + Penalty 3379.132176 = -3747553.355509
  nChanged 88
		SP:Iteration 37Q (24789.570000 sec): 3 clusters
  Score: Raw -3750943.750504 + Penalty 3379.132176 = -3747564.618328
  nChanged 94
		SP:Iteration 38Q (24789.940000 sec): 3 clusters
  Score: Raw -3750955.556642 + Penalty 3379.132176 = -3747576.424466
  nChanged 97
		SP:Iteration 39Q (24790.340000 sec): 3 clusters
  Score: Raw -3750966.519940 + Penalty 3379.132176 = -3747587.387764
  nChanged 93
		SP:Iteration 40F (24790.720000 sec): 3 clusters
  Score: Raw -3750977.528655 + Penalty 3379.132176 = -3747598.396479
  nChanged 82
		SP:Iteration 41Q (24791.130000 sec): 3 clusters
  Score: Raw -3750986.761704 + Penalty 3379.132176 = -3747607.629528
  nChanged 79
		SP:Iteration 42Q (24791.450000 sec): 3 clusters
  Score: Raw -3750998.268190 + Penalty 3379.132176 = -3747619.136015
  nChanged 79
		SP:Iteration 43Q (24791.790000 sec): 3 clusters
  Score: Raw -3751011.661053 + Penalty 3379.132176 = -3747632.528877
  nChanged 74
		SP:Iteration 44Q (24792.170000 sec): 3 clusters
  Score: Raw -3751022.373932 + Penalty 3379.132176 = -3747643.241757
  nChanged 83
		SP:Iteration 45Q (24792.460000 sec): 3 clusters
  Score: Raw -3751038.962105 + Penalty 3379.132176 = -3747659.829929
  nChanged 85
		SP:Iteration 46Q (24792.770000 sec): 3 clusters
  Score: Raw -3751054.456200 + Penalty 3379.132176 = -3747675.324024
  nChanged 87
		SP:Iteration 47Q (24793.110000 sec): 3 clusters
  Score: Raw -3751066.929120 + Penalty 3379.132176 = -3747687.796944
  nChanged 75
		SP:Iteration 48Q (24793.480000 sec): 3 clusters
  Score: Raw -3751075.083586 + Penalty 3379.132176 = -3747695.951411
  nChanged 78
		SP:Iteration 49Q (24793.850000 sec): 3 clusters
  Score: Raw -3751085.391564 + Penalty 3379.132176 = -3747706.259388
  nChanged 89
		SP:Iteration 50Q (24794.180000 sec): 3 clusters
  Score: Raw -3751099.162970 + Penalty 3379.132176 = -3747720.030794
  nChanged 101
		SP:Iteration 51Q (24794.520000 sec): 3 clusters
  Score: Raw -3751116.082965 + Penalty 3379.132176 = -3747736.950789
  nChanged 105
		SP:Iteration 52Q (24794.900000 sec): 3 clusters
  Score: Raw -3751137.427325 + Penalty 3379.132176 = -3747758.295149
  nChanged 125
		SP:Iteration 53Q (24795.230000 sec): 3 clusters
  Score: Raw -3751168.957534 + Penalty 3379.132176 = -3747789.825358
  nChanged 150
		SP:Iteration 54Q (24795.560000 sec): 3 clusters
  Score: Raw -3751212.075213 + Penalty 3379.132176 = -3747832.943037
  nChanged 172
		SP:Iteration 55Q (24795.930000 sec): 3 clusters
  Score: Raw -3751265.045053 + Penalty 3379.132176 = -3747885.912877
  nChanged 166
		SP:Iteration 56Q (24796.230000 sec): 3 clusters
  Score: Raw -3751315.081108 + Penalty 3379.132176 = -3747935.948932
  nChanged 169
		SP:Iteration 57Q (24796.580000 sec): 3 clusters
  Score: Raw -3751365.127623 + Penalty 3379.132176 = -3747985.995447
  nChanged 187
		SP:Iteration 58Q (24796.870000 sec): 3 clusters
  Score: Raw -3751418.118380 + Penalty 3379.132176 = -3748038.986204
  nChanged 189
		SP:Iteration 59Q (24797.190000 sec): 3 clusters
  Score: Raw -3751470.935755 + Penalty 3379.132176 = -3748091.803579
  nChanged 190
		SP:Iteration 60F (24797.530000 sec): 3 clusters
  Score: Raw -3751522.798667 + Penalty 3379.132176 = -3748143.666492
  nChanged 176
		SP:Iteration 61Q (24797.870000 sec): 3 clusters
  Score: Raw -3751565.221178 + Penalty 3379.132176 = -3748186.089002
  nChanged 170
		SP:Iteration 62Q (24798.170000 sec): 3 clusters
  Score: Raw -3751608.399916 + Penalty 3379.132176 = -3748229.267740
  nChanged 163
		SP:Iteration 63Q (24798.500000 sec): 3 clusters
  Score: Raw -3751643.698479 + Penalty 3379.132176 = -3748264.566304
  nChanged 159
		SP:Iteration 64Q (24798.790000 sec): 3 clusters
  Score: Raw -3751674.866720 + Penalty 3379.132176 = -3748295.734544
  nChanged 134
		SP:Iteration 65Q (24799.140000 sec): 3 clusters
  Score: Raw -3751696.259033 + Penalty 3379.132176 = -3748317.126857
  nChanged 101
		SP:Iteration 66Q (24799.480000 sec): 3 clusters
  Score: Raw -3751710.628790 + Penalty 3379.132176 = -3748331.496614
  nChanged 84
		SP:Iteration 67Q (24799.870000 sec): 3 clusters
  Score: Raw -3751722.380539 + Penalty 3379.132176 = -3748343.248364
  nChanged 79
		SP:Iteration 68Q (24800.270000 sec): 3 clusters
  Score: Raw -3751734.261071 + Penalty 3379.132176 = -3748355.128895
  nChanged 80
		SP:Iteration 69Q (24800.610000 sec): 3 clusters
  Score: Raw -3751748.018665 + Penalty 3379.132176 = -3748368.886489
  nChanged 78
		SP:Iteration 70Q (24800.970000 sec): 3 clusters
  Score: Raw -3751759.039159 + Penalty 3379.132176 = -3748379.906983
  nChanged 73
		SP:Iteration 71Q (24801.300000 sec): 3 clusters
  Score: Raw -3751771.758119 + Penalty 3379.132176 = -3748392.625944
  nChanged 76
		SP:Iteration 72Q (24801.590000 sec): 3 clusters
  Score: Raw -3751788.032740 + Penalty 3379.132176 = -3748408.900564
  nChanged 72
		SP:Iteration 73Q (24801.930000 sec): 3 clusters
  Score: Raw -3751798.948784 + Penalty 3379.132176 = -3748419.816609
  nChanged 53
		SP:Iteration 74Q (24802.230000 sec): 3 clusters
  Score: Raw -3751804.827918 + Penalty 3379.132176 = -3748425.695742
  nChanged 39
		SP:Iteration 75Q (24802.550000 sec): 3 clusters
  Score: Raw -3751810.243621 + Penalty 3379.132176 = -3748431.111445
  nChanged 52
		SP:Iteration 76Q (24802.850000 sec): 3 clusters
  Score: Raw -3751819.775963 + Penalty 3379.132176 = -3748440.643787
  nChanged 53
		SP:Iteration 77Q (24803.130000 sec): 3 clusters
  Score: Raw -3751826.959228 + Penalty 3379.132176 = -3748447.827052
  nChanged 48
		SP:Iteration 78Q (24803.390000 sec): 3 clusters
  Score: Raw -3751833.404133 + Penalty 3379.132176 = -3748454.271957
  nChanged 53
		SP:Iteration 79Q (24803.730000 sec): 3 clusters
  Score: Raw -3751840.713993 + Penalty 3379.132176 = -3748461.581818
  nChanged 44
		SP:Iteration 80F (24804.010000 sec): 3 clusters
  Score: Raw -3751845.340938 + Penalty 3379.132176 = -3748466.208762
  nChanged 40
		SP:Iteration 81Q (24804.290000 sec): 3 clusters
  Score: Raw -3751850.471766 + Penalty 3379.132176 = -3748471.339590
  nChanged 43
		SP:Iteration 82Q (24804.610000 sec): 3 clusters
  Score: Raw -3751857.517949 + Penalty 3379.132176 = -3748478.385774
  nChanged 53
		SP:Iteration 83Q (24804.930000 sec): 3 clusters
  Score: Raw -3751866.387868 + Penalty 3379.132176 = -3748487.255693
  nChanged 46
		SP:Iteration 84Q (24805.280000 sec): 3 clusters
  Score: Raw -3751874.551700 + Penalty 3379.132176 = -3748495.419525
  nChanged 46
		SP:Iteration 85Q (24805.580000 sec): 3 clusters
  Score: Raw -3751880.384073 + Penalty 3379.132176 = -3748501.251897
  nChanged 37
		SP:Iteration 86Q (24805.900000 sec): 3 clusters
  Score: Raw -3751884.424189 + Penalty 3379.132176 = -3748505.292013
  nChanged 30
		SP:Iteration 87Q (24806.210000 sec): 3 clusters
  Score: Raw -3751887.820804 + Penalty 3379.132176 = -3748508.688629
  nChanged 26
		SP:Iteration 88Q (24806.510000 sec): 3 clusters
  Score: Raw -3751890.795329 + Penalty 3379.132176 = -3748511.663154
  nChanged 28
		SP:Iteration 89Q (24806.810000 sec): 3 clusters
  Score: Raw -3751894.309736 + Penalty 3379.132176 = -3748515.177561
  nChanged 32
		SP:Iteration 90Q (24807.140000 sec): 3 clusters
  Score: Raw -3751897.755359 + Penalty 3379.132176 = -3748518.623183
  nChanged 20
		SP:Iteration 91Q (24807.480000 sec): 3 clusters
  Score: Raw -3751899.504278 + Penalty 3379.132176 = -3748520.372102
  nChanged 20
		SP:Iteration 92Q (24807.780000 sec): 3 clusters
  Score: Raw -3751901.207287 + Penalty 3379.132176 = -3748522.075111
  nChanged 16
		SP:Iteration 93Q (24808.130000 sec): 3 clusters
  Score: Raw -3751902.160473 + Penalty 3379.132176 = -3748523.028298
  nChanged 9
		SP:Iteration 94Q (24808.480000 sec): 3 clusters
  Score: Raw -3751902.762752 + Penalty 3379.132176 = -3748523.630576
  nChanged 5
		SP:Iteration 95Q (24808.800000 sec): 3 clusters
  Score: Raw -3751903.210194 + Penalty 3379.132176 = -3748524.078019
  nChanged 4
		SP:Iteration 96Q (24809.160000 sec): 3 clusters
  Score: Raw -3751903.341354 + Penalty 3379.132176 = -3748524.209179
  nChanged 1
		SP:Iteration 97Q (24809.570000 sec): 3 clusters
  Score: Raw -3751903.369515 + Penalty 3379.132176 = -3748524.237340
  nChanged 1
		SP:Iteration 98Q (24809.930000 sec): 3 clusters
  Score: Raw -3751903.407929 + Penalty 3379.132176 = -3748524.275753
  nChanged 2
		SP:Iteration 99Q (24810.240000 sec): 3 clusters
  Score: Raw -3751903.551663 + Penalty 3379.132176 = -3748524.419487
  nChanged 3
		SP:Iteration 100F (24810.560000 sec): 3 clusters
  Score: Raw -3751903.787111 + Penalty 3379.132176 = -3748524.654935
  nChanged 5
		SP:Iteration 101Q (24810.910000 sec): 3 clusters
  Score: Raw -3751904.390959 + Penalty 3379.132176 = -3748525.258783
  nChanged 9
		SP:Iteration 102Q (24811.190000 sec): 3 clusters
  Score: Raw -3751905.388865 + Penalty 3379.132176 = -3748526.256689
  nChanged 14
		SP:Iteration 103Q (24811.550000 sec): 3 clusters
  Score: Raw -3751906.482538 + Penalty 3379.132176 = -3748527.350362
  nChanged 9
		SP:Iteration 104Q (24811.850000 sec): 3 clusters
  Score: Raw -3751907.147180 + Penalty 3379.132176 = -3748528.015004
  nChanged 8
		SP:Iteration 105Q (24812.210000 sec): 3 clusters
  Score: Raw -3751907.747504 + Penalty 3379.132176 = -3748528.615328
  nChanged 9
		SP:Iteration 106Q (24812.600000 sec): 3 clusters
  Score: Raw -3751908.623598 + Penalty 3379.132176 = -3748529.491422
  nChanged 8
		SP:Iteration 107Q (24812.980000 sec): 3 clusters
  Score: Raw -3751909.273290 + Penalty 3379.132176 = -3748530.141114
  nChanged 5
		SP:Iteration 108Q (24813.320000 sec): 3 clusters
  Score: Raw -3751909.821003 + Penalty 3379.132176 = -3748530.688828
  nChanged 11
		SP:Iteration 109Q (24813.650000 sec): 3 clusters
  Score: Raw -3751910.840849 + Penalty 3379.132176 = -3748531.708673
  nChanged 17
		SP:Iteration 110Q (24813.980000 sec): 3 clusters
  Score: Raw -3751912.224019 + Penalty 3379.132176 = -3748533.091843
  nChanged 15
		SP:Iteration 111Q (24814.390000 sec): 3 clusters
  Score: Raw -3751913.401739 + Penalty 3379.132176 = -3748534.269563
  nChanged 15
		SP:Iteration 112Q (24814.680000 sec): 3 clusters
  Score: Raw -3751914.827406 + Penalty 3379.132176 = -3748535.695231
  nChanged 15
		SP:Iteration 113Q (24815.000000 sec): 3 clusters
  Score: Raw -3751916.398383 + Penalty 3379.132176 = -3748537.266207
  nChanged 18
		SP:Iteration 114Q (24815.370000 sec): 3 clusters
  Score: Raw -3751918.382720 + Penalty 3379.132176 = -3748539.250544
  nChanged 18
		SP:Iteration 115Q (24815.670000 sec): 3 clusters
  Score: Raw -3751920.532111 + Penalty 3379.132176 = -3748541.399935
  nChanged 20
		SP:Iteration 116Q (24815.960000 sec): 3 clusters
  Score: Raw -3751923.131144 + Penalty 3379.132176 = -3748543.998968
  nChanged 19
		SP:Iteration 117Q (24816.290000 sec): 3 clusters
  Score: Raw -3751925.492661 + Penalty 3379.132176 = -3748546.360486
  nChanged 18
		SP:Iteration 118Q (24816.590000 sec): 3 clusters
  Score: Raw -3751927.512193 + Penalty 3379.132176 = -3748548.380018
  nChanged 19
		SP:Iteration 119Q (24816.830000 sec): 3 clusters
  Score: Raw -3751929.627604 + Penalty 3379.132176 = -3748550.495428
  nChanged 20
		SP:Iteration 120F (24817.150000 sec): 3 clusters
  Score: Raw -3751931.117706 + Penalty 3379.132176 = -3748551.985531
  nChanged 14
		SP:Iteration 121Q (24817.460000 sec): 3 clusters
  Score: Raw -3751932.386898 + Penalty 3379.132176 = -3748553.254722
  nChanged 8
		SP:Iteration 122Q (24817.800000 sec): 3 clusters
  Score: Raw -3751932.979919 + Penalty 3379.132176 = -3748553.847744
  nChanged 7
		SP:Iteration 123Q (24818.090000 sec): 3 clusters
  Score: Raw -3751933.594533 + Penalty 3379.132176 = -3748554.462357
  nChanged 8
		SP:Iteration 124Q (24818.490000 sec): 3 clusters
  Score: Raw -3751934.459499 + Penalty 3379.132176 = -3748555.327324
  nChanged 3
		SP:Iteration 125Q (24818.820000 sec): 3 clusters
  Score: Raw -3751934.689612 + Penalty 3379.132176 = -3748555.557437
  nChanged 5
		SP:Iteration 126Q (24819.150000 sec): 3 clusters
  Score: Raw -3751935.335099 + Penalty 3379.132176 = -3748556.202923
  nChanged 4
		SP:Iteration 127Q (24819.410000 sec): 3 clusters
  Score: Raw -3751935.691673 + Penalty 3379.132176 = -3748556.559497
  nChanged 6
		SP:Iteration 128Q (24819.710000 sec): 3 clusters
  Score: Raw -3751936.024748 + Penalty 3379.132176 = -3748556.892572
  nChanged 3
		SP:Iteration 129Q (24820.070000 sec): 3 clusters
  Score: Raw -3751936.140311 + Penalty 3379.132176 = -3748557.008136
  nChanged 2
		SP:Iteration 130Q (24820.440000 sec): 3 clusters
  Score: Raw -3751936.231443 + Penalty 3379.132176 = -3748557.099268
  nChanged 1
		SP:Iteration 131Q (24820.790000 sec): 3 clusters
  Score: Raw -3751936.295090 + Penalty 3379.132176 = -3748557.162914
  nChanged 0
		SP:Iteration 132F (24821.200000 sec): 3 clusters
  Score: Raw -3751936.295090 + Penalty 3379.132176 = -3748557.162914
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24821.290000 sec): 2 clusters
  Score: Raw -578871.042639 + Penalty 1393.818906 = -577477.223733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24821.530000 sec): 3 clusters
  Score: Raw -576105.161708 + Penalty 2787.637812 = -573317.523896
  nChanged 2194
		SP:Iteration 1F (24821.740000 sec): 3 clusters
  Score: Raw -577528.034725 + Penalty 2787.637812 = -574740.396913
  nChanged 465
		SP:Iteration 2F (24821.920000 sec): 3 clusters
  Score: Raw -577859.691012 + Penalty 2787.637812 = -575072.053200
  nChanged 366
		SP:Iteration 3F (24822.150000 sec): 3 clusters
  Score: Raw -578151.476957 + Penalty 2787.637812 = -575363.839145
  nChanged 338
		SP:Iteration 4F (24822.340000 sec): 3 clusters
  Score: Raw -578415.586281 + Penalty 2787.637812 = -575627.948469
  nChanged 340
		SP:Iteration 5F (24822.530000 sec): 3 clusters
  Score: Raw -578671.281330 + Penalty 2787.637812 = -575883.643518
  nChanged 281
		SP:Iteration 6F (24822.670000 sec): 3 clusters
  Score: Raw -578889.960131 + Penalty 2787.637812 = -576102.322319
  nChanged 241
		SP:Iteration 7Q (24822.860000 sec): 3 clusters
  Score: Raw -579076.373674 + Penalty 2787.637812 = -576288.735861
  nChanged 195
		SP:Iteration 8Q (24823.020000 sec): 3 clusters
  Score: Raw -579230.341232 + Penalty 2787.637812 = -576442.703420
  nChanged 175
		SP:Iteration 9Q (24823.210000 sec): 3 clusters
  Score: Raw -579367.145873 + Penalty 2787.637812 = -576579.508060
  nChanged 126
		SP:Iteration 10Q (24823.390000 sec): 3 clusters
  Score: Raw -579449.480593 + Penalty 2787.637812 = -576661.842781
  nChanged 86
		SP:Iteration 11Q (24823.550000 sec): 3 clusters
  Score: Raw -579503.901821 + Penalty 2787.637812 = -576716.264009
  nChanged 65
		SP:Iteration 12Q (24823.730000 sec): 3 clusters
  Score: Raw -579543.706038 + Penalty 2787.637812 = -576756.068226
  nChanged 49
		SP:Iteration 13Q (24823.930000 sec): 3 clusters
  Score: Raw -579572.071284 + Penalty 2787.637812 = -576784.433472
  nChanged 35
		SP:Iteration 14Q (24824.130000 sec): 3 clusters
  Score: Raw -579592.900289 + Penalty 2787.637812 = -576805.262477
  nChanged 42
		SP:Iteration 15Q (24824.320000 sec): 3 clusters
  Score: Raw -579617.609211 + Penalty 2787.637812 = -576829.971399
  nChanged 35
		SP:Iteration 16Q (24824.510000 sec): 3 clusters
  Score: Raw -579636.342438 + Penalty 2787.637812 = -576848.704626
  nChanged 24
		SP:Iteration 17Q (24824.730000 sec): 3 clusters
  Score: Raw -579648.365032 + Penalty 2787.637812 = -576860.727220
  nChanged 21
		SP:Iteration 18Q (24824.900000 sec): 3 clusters
  Score: Raw -579657.751320 + Penalty 2787.637812 = -576870.113508
  nChanged 15
		SP:Iteration 19Q (24825.110000 sec): 3 clusters
  Score: Raw -579663.903713 + Penalty 2787.637812 = -576876.265901
  nChanged 12
		SP:Iteration 20F (24825.320000 sec): 3 clusters
  Score: Raw -579669.321937 + Penalty 2787.637812 = -576881.684125
  nChanged 3
		SP:Iteration 21Q (24825.550000 sec): 3 clusters
  Score: Raw -579670.190551 + Penalty 2787.637812 = -576882.552739
  nChanged 1
		SP:Iteration 22Q (24825.800000 sec): 3 clusters
  Score: Raw -579670.369140 + Penalty 2787.637812 = -576882.731328
  nChanged 1
		SP:Iteration 23Q (24826.000000 sec): 3 clusters
  Score: Raw -579670.419001 + Penalty 2787.637812 = -576882.781189
  nChanged 0
		SP:Iteration 24F (24826.190000 sec): 3 clusters
  Score: Raw -579670.419001 + Penalty 2787.637812 = -576882.781189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24826.330000 sec): 2 clusters
  Score: Raw -597798.043457 + Penalty 1407.403913 = -596390.639544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24826.530000 sec): 3 clusters
  Score: Raw -594756.535101 + Penalty 2814.807825 = -591941.727276
  nChanged 2402
		SP:Iteration 1F (24826.740000 sec): 3 clusters
  Score: Raw -596176.877154 + Penalty 2814.807825 = -593362.069328
  nChanged 454
		SP:Iteration 2F (24826.960000 sec): 3 clusters
  Score: Raw -596480.534224 + Penalty 2814.807825 = -593665.726399
  nChanged 346
		SP:Iteration 3F (24827.160000 sec): 3 clusters
  Score: Raw -596737.187512 + Penalty 2814.807825 = -593922.379687
  nChanged 320
		SP:Iteration 4F (24827.350000 sec): 3 clusters
  Score: Raw -596989.787216 + Penalty 2814.807825 = -594174.979391
  nChanged 293
		SP:Iteration 5F (24827.570000 sec): 3 clusters
  Score: Raw -597194.261221 + Penalty 2814.807825 = -594379.453396
  nChanged 245
		SP:Iteration 6Q (24827.740000 sec): 3 clusters
  Score: Raw -597343.334922 + Penalty 2814.807825 = -594528.527096
  nChanged 224
		SP:Iteration 7Q (24827.940000 sec): 3 clusters
  Score: Raw -597457.327348 + Penalty 2814.807825 = -594642.519523
  nChanged 168
		SP:Iteration 8Q (24828.140000 sec): 3 clusters
  Score: Raw -597531.381746 + Penalty 2814.807825 = -594716.573920
  nChanged 136
		SP:Iteration 9Q (24828.350000 sec): 3 clusters
  Score: Raw -597595.640729 + Penalty 2814.807825 = -594780.832904
  nChanged 107
		SP:Iteration 10Q (24828.550000 sec): 3 clusters
  Score: Raw -597646.143208 + Penalty 2814.807825 = -594831.335382
  nChanged 93
		SP:Iteration 11Q (24828.770000 sec): 3 clusters
  Score: Raw -597687.311223 + Penalty 2814.807825 = -594872.503398
  nChanged 81
		SP:Iteration 12Q (24828.950000 sec): 3 clusters
  Score: Raw -597721.431362 + Penalty 2814.807825 = -594906.623537
  nChanged 78
		SP:Iteration 13Q (24829.180000 sec): 3 clusters
  Score: Raw -597746.449361 + Penalty 2814.807825 = -594931.641536
  nChanged 54
		SP:Iteration 14Q (24829.350000 sec): 3 clusters
  Score: Raw -597765.212981 + Penalty 2814.807825 = -594950.405156
  nChanged 53
		SP:Iteration 15Q (24829.550000 sec): 3 clusters
  Score: Raw -597784.799289 + Penalty 2814.807825 = -594969.991464
  nChanged 60
		SP:Iteration 16Q (24829.720000 sec): 3 clusters
  Score: Raw -597810.312767 + Penalty 2814.807825 = -594995.504942
  nChanged 71
		SP:Iteration 17Q (24829.910000 sec): 3 clusters
  Score: Raw -597837.181396 + Penalty 2814.807825 = -595022.373570
  nChanged 56
		SP:Iteration 18Q (24830.090000 sec): 3 clusters
  Score: Raw -597856.492993 + Penalty 2814.807825 = -595041.685168
  nChanged 54
		SP:Iteration 19Q (24830.300000 sec): 3 clusters
  Score: Raw -597877.836984 + Penalty 2814.807825 = -595063.029159
  nChanged 60
		SP:Iteration 20F (24830.470000 sec): 3 clusters
  Score: Raw -597900.788333 + Penalty 2814.807825 = -595085.980507
  nChanged 68
		SP:Iteration 21Q (24830.680000 sec): 3 clusters
  Score: Raw -597925.544700 + Penalty 2814.807825 = -595110.736875
  nChanged 54
		SP:Iteration 22Q (24830.850000 sec): 3 clusters
  Score: Raw -597942.628523 + Penalty 2814.807825 = -595127.820697
  nChanged 48
		SP:Iteration 23Q (24831.020000 sec): 3 clusters
  Score: Raw -597958.314973 + Penalty 2814.807825 = -595143.507148
  nChanged 47
		SP:Iteration 24Q (24831.260000 sec): 3 clusters
  Score: Raw -597973.596450 + Penalty 2814.807825 = -595158.788624
  nChanged 39
		SP:Iteration 25Q (24831.480000 sec): 3 clusters
  Score: Raw -597987.542459 + Penalty 2814.807825 = -595172.734634
  nChanged 46
		SP:Iteration 26Q (24831.650000 sec): 3 clusters
  Score: Raw -598002.102596 + Penalty 2814.807825 = -595187.294771
  nChanged 46
		SP:Iteration 27Q (24831.890000 sec): 3 clusters
  Score: Raw -598016.223335 + Penalty 2814.807825 = -595201.415510
  nChanged 33
		SP:Iteration 28Q (24832.090000 sec): 3 clusters
  Score: Raw -598029.430207 + Penalty 2814.807825 = -595214.622381
  nChanged 36
		SP:Iteration 29Q (24832.260000 sec): 3 clusters
  Score: Raw -598038.849817 + Penalty 2814.807825 = -595224.041991
  nChanged 24
		SP:Iteration 30Q (24832.460000 sec): 3 clusters
  Score: Raw -598047.225580 + Penalty 2814.807825 = -595232.417754
  nChanged 34
		SP:Iteration 31Q (24832.660000 sec): 3 clusters
  Score: Raw -598059.745502 + Penalty 2814.807825 = -595244.937676
  nChanged 30
		SP:Iteration 32Q (24832.820000 sec): 3 clusters
  Score: Raw -598067.380187 + Penalty 2814.807825 = -595252.572362
  nChanged 22
		SP:Iteration 33Q (24833.040000 sec): 3 clusters
  Score: Raw -598074.116998 + Penalty 2814.807825 = -595259.309172
  nChanged 17
		SP:Iteration 34Q (24833.240000 sec): 3 clusters
  Score: Raw -598079.143956 + Penalty 2814.807825 = -595264.336130
  nChanged 18
		SP:Iteration 35Q (24833.440000 sec): 3 clusters
  Score: Raw -598082.742042 + Penalty 2814.807825 = -595267.934217
  nChanged 15
		SP:Iteration 36Q (24833.610000 sec): 3 clusters
  Score: Raw -598085.988225 + Penalty 2814.807825 = -595271.180399
  nChanged 9
		SP:Iteration 37Q (24833.810000 sec): 3 clusters
  Score: Raw -598087.770078 + Penalty 2814.807825 = -595272.962253
  nChanged 9
		SP:Iteration 38Q (24834.010000 sec): 3 clusters
  Score: Raw -598089.745562 + Penalty 2814.807825 = -595274.937737
  nChanged 9
		SP:Iteration 39Q (24834.170000 sec): 3 clusters
  Score: Raw -598091.867856 + Penalty 2814.807825 = -595277.060031
  nChanged 5
		SP:Iteration 40F (24834.370000 sec): 3 clusters
  Score: Raw -598093.092611 + Penalty 2814.807825 = -595278.284786
  nChanged 6
		SP:Iteration 41Q (24834.510000 sec): 3 clusters
  Score: Raw -598094.430310 + Penalty 2814.807825 = -595279.622485
  nChanged 7
		SP:Iteration 42Q (24834.710000 sec): 3 clusters
  Score: Raw -598096.065849 + Penalty 2814.807825 = -595281.258023
  nChanged 8
		SP:Iteration 43Q (24834.920000 sec): 3 clusters
  Score: Raw -598097.694588 + Penalty 2814.807825 = -595282.886763
  nChanged 5
		SP:Iteration 44Q (24835.070000 sec): 3 clusters
  Score: Raw -598098.552579 + Penalty 2814.807825 = -595283.744753
  nChanged 6
		SP:Iteration 45Q (24835.270000 sec): 3 clusters
  Score: Raw -598099.752073 + Penalty 2814.807825 = -595284.944248
  nChanged 6
		SP:Iteration 46Q (24835.400000 sec): 3 clusters
  Score: Raw -598101.029989 + Penalty 2814.807825 = -595286.222164
  nChanged 5
		SP:Iteration 47Q (24835.580000 sec): 3 clusters
  Score: Raw -598103.967373 + Penalty 2814.807825 = -595289.159548
  nChanged 10
		SP:Iteration 48Q (24835.810000 sec): 3 clusters
  Score: Raw -598106.403072 + Penalty 2814.807825 = -595291.595246
  nChanged 17
		SP:Iteration 49Q (24836.030000 sec): 3 clusters
  Score: Raw -598112.527548 + Penalty 2814.807825 = -595297.719722
  nChanged 17
		SP:Iteration 50Q (24836.240000 sec): 3 clusters
  Score: Raw -598118.017638 + Penalty 2814.807825 = -595303.209812
  nChanged 13
		SP:Iteration 51Q (24836.470000 sec): 3 clusters
  Score: Raw -598121.437917 + Penalty 2814.807825 = -595306.630091
  nChanged 14
		SP:Iteration 52Q (24836.670000 sec): 3 clusters
  Score: Raw -598124.800285 + Penalty 2814.807825 = -595309.992459
  nChanged 14
		SP:Iteration 53Q (24836.880000 sec): 3 clusters
  Score: Raw -598127.843434 + Penalty 2814.807825 = -595313.035609
  nChanged 11
		SP:Iteration 54Q (24837.080000 sec): 3 clusters
  Score: Raw -598130.796058 + Penalty 2814.807825 = -595315.988232
  nChanged 13
		SP:Iteration 55Q (24837.290000 sec): 3 clusters
  Score: Raw -598133.825196 + Penalty 2814.807825 = -595319.017370
  nChanged 16
		SP:Iteration 56Q (24837.510000 sec): 3 clusters
  Score: Raw -598137.471503 + Penalty 2814.807825 = -595322.663678
  nChanged 11
		SP:Iteration 57Q (24837.720000 sec): 3 clusters
  Score: Raw -598140.722743 + Penalty 2814.807825 = -595325.914917
  nChanged 12
		SP:Iteration 58Q (24837.920000 sec): 3 clusters
  Score: Raw -598142.651541 + Penalty 2814.807825 = -595327.843716
  nChanged 12
		SP:Iteration 59Q (24838.150000 sec): 3 clusters
  Score: Raw -598145.742365 + Penalty 2814.807825 = -595330.934540
  nChanged 13
		SP:Iteration 60F (24838.320000 sec): 3 clusters
  Score: Raw -598149.431154 + Penalty 2814.807825 = -595334.623329
  nChanged 11
		SP:Iteration 61Q (24838.520000 sec): 3 clusters
  Score: Raw -598151.590516 + Penalty 2814.807825 = -595336.782691
  nChanged 8
		SP:Iteration 62Q (24838.710000 sec): 3 clusters
  Score: Raw -598153.608203 + Penalty 2814.807825 = -595338.800378
  nChanged 11
		SP:Iteration 63Q (24838.910000 sec): 3 clusters
  Score: Raw -598156.240750 + Penalty 2814.807825 = -595341.432924
  nChanged 9
		SP:Iteration 64Q (24839.110000 sec): 3 clusters
  Score: Raw -598158.557467 + Penalty 2814.807825 = -595343.749642
  nChanged 10
		SP:Iteration 65Q (24839.290000 sec): 3 clusters
  Score: Raw -598161.077716 + Penalty 2814.807825 = -595346.269891
  nChanged 9
		SP:Iteration 66Q (24839.510000 sec): 3 clusters
  Score: Raw -598162.698238 + Penalty 2814.807825 = -595347.890413
  nChanged 5
		SP:Iteration 67Q (24839.720000 sec): 3 clusters
  Score: Raw -598163.691964 + Penalty 2814.807825 = -595348.884138
  nChanged 4
		SP:Iteration 68Q (24839.910000 sec): 3 clusters
  Score: Raw -598164.178153 + Penalty 2814.807825 = -595349.370328
  nChanged 2
		SP:Iteration 69Q (24840.130000 sec): 3 clusters
  Score: Raw -598164.554838 + Penalty 2814.807825 = -595349.747012
  nChanged 1
		SP:Iteration 70Q (24840.320000 sec): 3 clusters
  Score: Raw -598164.826931 + Penalty 2814.807825 = -595350.019105
  nChanged 3
		SP:Iteration 71Q (24840.480000 sec): 3 clusters
  Score: Raw -598165.501767 + Penalty 2814.807825 = -595350.693942
  nChanged 5
		SP:Iteration 72Q (24840.670000 sec): 3 clusters
  Score: Raw -598168.012724 + Penalty 2814.807825 = -595353.204899
  nChanged 11
		SP:Iteration 73Q (24840.870000 sec): 3 clusters
  Score: Raw -598172.233127 + Penalty 2814.807825 = -595357.425301
  nChanged 10
		SP:Iteration 74Q (24841.040000 sec): 3 clusters
  Score: Raw -598175.729561 + Penalty 2814.807825 = -595360.921735
  nChanged 11
		SP:Iteration 75Q (24841.240000 sec): 3 clusters
  Score: Raw -598178.149646 + Penalty 2814.807825 = -595363.341820
  nChanged 8
		SP:Iteration 76Q (24841.440000 sec): 3 clusters
  Score: Raw -598179.189565 + Penalty 2814.807825 = -595364.381740
  nChanged 3
		SP:Iteration 77Q (24841.670000 sec): 3 clusters
  Score: Raw -598179.553898 + Penalty 2814.807825 = -595364.746072
  nChanged 1
		SP:Iteration 78Q (24841.840000 sec): 3 clusters
  Score: Raw -598179.629643 + Penalty 2814.807825 = -595364.821818
  nChanged 0
		SP:Iteration 79F (24842.090000 sec): 3 clusters
  Score: Raw -598179.629643 + Penalty 2814.807825 = -595364.821818
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24842.180000 sec): 2 clusters
  Score: Raw -501790.428596 + Penalty 1353.019653 = -500437.408943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24842.390000 sec): 3 clusters
  Score: Raw -499727.108937 + Penalty 2706.039306 = -497021.069631
  nChanged 1621
		SP:Iteration 1F (24842.570000 sec): 3 clusters
  Score: Raw -500606.337273 + Penalty 2706.039306 = -497900.297967
  nChanged 304
		SP:Iteration 2F (24842.750000 sec): 3 clusters
  Score: Raw -500759.832550 + Penalty 2706.039306 = -498053.793244
  nChanged 186
		SP:Iteration 3Q (24842.990000 sec): 3 clusters
  Score: Raw -500847.057768 + Penalty 2706.039306 = -498141.018462
  nChanged 145
		SP:Iteration 4Q (24843.140000 sec): 3 clusters
  Score: Raw -500909.526303 + Penalty 2706.039306 = -498203.486997
  nChanged 123
		SP:Iteration 5Q (24843.320000 sec): 3 clusters
  Score: Raw -500963.440387 + Penalty 2706.039306 = -498257.401081
  nChanged 102
		SP:Iteration 6Q (24843.480000 sec): 3 clusters
  Score: Raw -501003.243716 + Penalty 2706.039306 = -498297.204410
  nChanged 93
		SP:Iteration 7Q (24843.670000 sec): 3 clusters
  Score: Raw -501047.214307 + Penalty 2706.039306 = -498341.175001
  nChanged 100
		SP:Iteration 8Q (24843.880000 sec): 3 clusters
  Score: Raw -501092.384526 + Penalty 2706.039306 = -498386.345220
  nChanged 84
		SP:Iteration 9Q (24844.050000 sec): 3 clusters
  Score: Raw -501130.042018 + Penalty 2706.039306 = -498424.002712
  nChanged 82
		SP:Iteration 10Q (24844.260000 sec): 3 clusters
  Score: Raw -501174.479957 + Penalty 2706.039306 = -498468.440651
  nChanged 86
		SP:Iteration 11Q (24844.470000 sec): 3 clusters
  Score: Raw -501214.574523 + Penalty 2706.039306 = -498508.535218
  nChanged 76
		SP:Iteration 12Q (24844.690000 sec): 3 clusters
  Score: Raw -501249.056283 + Penalty 2706.039306 = -498543.016977
  nChanged 76
		SP:Iteration 13Q (24844.890000 sec): 3 clusters
  Score: Raw -501279.935458 + Penalty 2706.039306 = -498573.896152
  nChanged 60
		SP:Iteration 14Q (24845.070000 sec): 3 clusters
  Score: Raw -501302.682555 + Penalty 2706.039306 = -498596.643249
  nChanged 51
		SP:Iteration 15Q (24845.300000 sec): 3 clusters
  Score: Raw -501324.958978 + Penalty 2706.039306 = -498618.919672
  nChanged 55
		SP:Iteration 16Q (24845.500000 sec): 3 clusters
  Score: Raw -501351.701369 + Penalty 2706.039306 = -498645.662063
  nChanged 53
		SP:Iteration 17Q (24845.710000 sec): 3 clusters
  Score: Raw -501380.018880 + Penalty 2706.039306 = -498673.979574
  nChanged 59
		SP:Iteration 18Q (24845.880000 sec): 3 clusters
  Score: Raw -501402.446576 + Penalty 2706.039306 = -498696.407271
  nChanged 63
		SP:Iteration 19Q (24846.110000 sec): 3 clusters
  Score: Raw -501425.675957 + Penalty 2706.039306 = -498719.636651
  nChanged 47
		SP:Iteration 20F (24846.270000 sec): 3 clusters
  Score: Raw -501443.708552 + Penalty 2706.039306 = -498737.669246
  nChanged 38
		SP:Iteration 21Q (24846.470000 sec): 3 clusters
  Score: Raw -501455.295460 + Penalty 2706.039306 = -498749.256154
  nChanged 33
		SP:Iteration 22Q (24846.660000 sec): 3 clusters
  Score: Raw -501467.226020 + Penalty 2706.039306 = -498761.186714
  nChanged 32
		SP:Iteration 23Q (24846.850000 sec): 3 clusters
  Score: Raw -501478.246421 + Penalty 2706.039306 = -498772.207115
  nChanged 32
		SP:Iteration 24Q (24847.030000 sec): 3 clusters
  Score: Raw -501490.170888 + Penalty 2706.039306 = -498784.131582
  nChanged 32
		SP:Iteration 25Q (24847.240000 sec): 3 clusters
  Score: Raw -501499.317517 + Penalty 2706.039306 = -498793.278212
  nChanged 25
		SP:Iteration 26Q (24847.440000 sec): 3 clusters
  Score: Raw -501506.662736 + Penalty 2706.039306 = -498800.623431
  nChanged 31
		SP:Iteration 27Q (24847.680000 sec): 3 clusters
  Score: Raw -501516.914124 + Penalty 2706.039306 = -498810.874818
  nChanged 29
		SP:Iteration 28Q (24847.870000 sec): 3 clusters
  Score: Raw -501526.419437 + Penalty 2706.039306 = -498820.380131
  nChanged 28
		SP:Iteration 29Q (24848.100000 sec): 3 clusters
  Score: Raw -501537.864553 + Penalty 2706.039306 = -498831.825247
  nChanged 26
		SP:Iteration 30Q (24848.270000 sec): 3 clusters
  Score: Raw -501549.678652 + Penalty 2706.039306 = -498843.639346
  nChanged 33
		SP:Iteration 31Q (24848.420000 sec): 3 clusters
  Score: Raw -501563.292608 + Penalty 2706.039306 = -498857.253302
  nChanged 28
		SP:Iteration 32Q (24848.640000 sec): 3 clusters
  Score: Raw -501576.543223 + Penalty 2706.039306 = -498870.503917
  nChanged 40
		SP:Iteration 33Q (24848.790000 sec): 3 clusters
  Score: Raw -501593.020109 + Penalty 2706.039306 = -498886.980803
  nChanged 33
		SP:Iteration 34Q (24848.980000 sec): 3 clusters
  Score: Raw -501608.248280 + Penalty 2706.039306 = -498902.208974
  nChanged 37
		SP:Iteration 35Q (24849.160000 sec): 3 clusters
  Score: Raw -501621.659663 + Penalty 2706.039306 = -498915.620357
  nChanged 27
		SP:Iteration 36Q (24849.360000 sec): 3 clusters
  Score: Raw -501630.876303 + Penalty 2706.039306 = -498924.836997
  nChanged 20
		SP:Iteration 37Q (24849.520000 sec): 3 clusters
  Score: Raw -501636.862140 + Penalty 2706.039306 = -498930.822834
  nChanged 13
		SP:Iteration 38Q (24849.680000 sec): 3 clusters
  Score: Raw -501640.546542 + Penalty 2706.039306 = -498934.507236
  nChanged 10
		SP:Iteration 39Q (24849.850000 sec): 3 clusters
  Score: Raw -501643.669393 + Penalty 2706.039306 = -498937.630087
  nChanged 10
		SP:Iteration 40F (24850.020000 sec): 3 clusters
  Score: Raw -501647.557836 + Penalty 2706.039306 = -498941.518530
  nChanged 12
		SP:Iteration 41Q (24850.190000 sec): 3 clusters
  Score: Raw -501652.964115 + Penalty 2706.039306 = -498946.924809
  nChanged 23
		SP:Iteration 42Q (24850.360000 sec): 3 clusters
  Score: Raw -501661.174190 + Penalty 2706.039306 = -498955.134884
  nChanged 22
		SP:Iteration 43Q (24850.520000 sec): 3 clusters
  Score: Raw -501669.150255 + Penalty 2706.039306 = -498963.110949
  nChanged 22
		SP:Iteration 44Q (24850.700000 sec): 3 clusters
  Score: Raw -501678.231963 + Penalty 2706.039306 = -498972.192657
  nChanged 19
		SP:Iteration 45Q (24850.870000 sec): 3 clusters
  Score: Raw -501684.553994 + Penalty 2706.039306 = -498978.514688
  nChanged 16
		SP:Iteration 46Q (24851.040000 sec): 3 clusters
  Score: Raw -501689.654783 + Penalty 2706.039306 = -498983.615477
  nChanged 12
		SP:Iteration 47Q (24851.220000 sec): 3 clusters
  Score: Raw -501693.054438 + Penalty 2706.039306 = -498987.015132
  nChanged 9
		SP:Iteration 48Q (24851.380000 sec): 3 clusters
  Score: Raw -501696.317699 + Penalty 2706.039306 = -498990.278393
  nChanged 11
		SP:Iteration 49Q (24851.600000 sec): 3 clusters
  Score: Raw -501700.457080 + Penalty 2706.039306 = -498994.417774
  nChanged 13
		SP:Iteration 50Q (24851.760000 sec): 3 clusters
  Score: Raw -501705.384015 + Penalty 2706.039306 = -498999.344709
  nChanged 17
		SP:Iteration 51Q (24851.950000 sec): 3 clusters
  Score: Raw -501711.936977 + Penalty 2706.039306 = -499005.897672
  nChanged 12
		SP:Iteration 52Q (24852.100000 sec): 3 clusters
  Score: Raw -501716.443459 + Penalty 2706.039306 = -499010.404153
  nChanged 19
		SP:Iteration 53Q (24852.290000 sec): 3 clusters
  Score: Raw -501724.719991 + Penalty 2706.039306 = -499018.680685
  nChanged 21
		SP:Iteration 54Q (24852.460000 sec): 3 clusters
  Score: Raw -501734.309143 + Penalty 2706.039306 = -499028.269837
  nChanged 17
		SP:Iteration 55Q (24852.630000 sec): 3 clusters
  Score: Raw -501741.255132 + Penalty 2706.039306 = -499035.215827
  nChanged 14
		SP:Iteration 56Q (24852.820000 sec): 3 clusters
  Score: Raw -501748.694335 + Penalty 2706.039306 = -499042.655029
  nChanged 21
		SP:Iteration 57Q (24853.040000 sec): 3 clusters
  Score: Raw -501756.682676 + Penalty 2706.039306 = -499050.643370
  nChanged 14
		SP:Iteration 58Q (24853.210000 sec): 3 clusters
  Score: Raw -501762.591744 + Penalty 2706.039306 = -499056.552439
  nChanged 16
		SP:Iteration 59Q (24853.430000 sec): 3 clusters
  Score: Raw -501768.404359 + Penalty 2706.039306 = -499062.365053
  nChanged 14
		SP:Iteration 60F (24853.670000 sec): 3 clusters
  Score: Raw -501772.974044 + Penalty 2706.039306 = -499066.934738
  nChanged 10
		SP:Iteration 61Q (24853.840000 sec): 3 clusters
  Score: Raw -501777.139411 + Penalty 2706.039306 = -499071.100105
  nChanged 14
		SP:Iteration 62Q (24854.040000 sec): 3 clusters
  Score: Raw -501783.181519 + Penalty 2706.039306 = -499077.142214
  nChanged 18
		SP:Iteration 63Q (24854.250000 sec): 3 clusters
  Score: Raw -501790.000740 + Penalty 2706.039306 = -499083.961434
  nChanged 20
		SP:Iteration 64Q (24854.430000 sec): 3 clusters
  Score: Raw -501799.138178 + Penalty 2706.039306 = -499093.098872
  nChanged 15
		SP:Iteration 65Q (24854.680000 sec): 3 clusters
  Score: Raw -501805.217740 + Penalty 2706.039306 = -499099.178434
  nChanged 12
		SP:Iteration 66Q (24854.880000 sec): 3 clusters
  Score: Raw -501808.583607 + Penalty 2706.039306 = -499102.544301
  nChanged 9
		SP:Iteration 67Q (24855.110000 sec): 3 clusters
  Score: Raw -501811.673423 + Penalty 2706.039306 = -499105.634117
  nChanged 8
		SP:Iteration 68Q (24855.310000 sec): 3 clusters
  Score: Raw -501815.107867 + Penalty 2706.039306 = -499109.068561
  nChanged 12
		SP:Iteration 69Q (24855.520000 sec): 3 clusters
  Score: Raw -501819.767463 + Penalty 2706.039306 = -499113.728157
  nChanged 12
		SP:Iteration 70Q (24855.750000 sec): 3 clusters
  Score: Raw -501823.593330 + Penalty 2706.039306 = -499117.554024
  nChanged 11
		SP:Iteration 71Q (24855.940000 sec): 3 clusters
  Score: Raw -501826.735119 + Penalty 2706.039306 = -499120.695813
  nChanged 8
		SP:Iteration 72Q (24856.140000 sec): 3 clusters
  Score: Raw -501829.958202 + Penalty 2706.039306 = -499123.918896
  nChanged 6
		SP:Iteration 73Q (24856.350000 sec): 3 clusters
  Score: Raw -501832.537374 + Penalty 2706.039306 = -499126.498068
  nChanged 6
		SP:Iteration 74Q (24856.550000 sec): 3 clusters
  Score: Raw -501834.419733 + Penalty 2706.039306 = -499128.380427
  nChanged 6
		SP:Iteration 75Q (24856.740000 sec): 3 clusters
  Score: Raw -501836.591676 + Penalty 2706.039306 = -499130.552370
  nChanged 8
		SP:Iteration 76Q (24856.940000 sec): 3 clusters
  Score: Raw -501839.543041 + Penalty 2706.039306 = -499133.503735
  nChanged 12
		SP:Iteration 77Q (24857.110000 sec): 3 clusters
  Score: Raw -501844.593136 + Penalty 2706.039306 = -499138.553830
  nChanged 9
		SP:Iteration 78Q (24857.270000 sec): 3 clusters
  Score: Raw -501847.490747 + Penalty 2706.039306 = -499141.451441
  nChanged 10
		SP:Iteration 79Q (24857.440000 sec): 3 clusters
  Score: Raw -501851.815858 + Penalty 2706.039306 = -499145.776552
  nChanged 6
		SP:Iteration 80F (24857.630000 sec): 3 clusters
  Score: Raw -501853.766445 + Penalty 2706.039306 = -499147.727139
  nChanged 6
		SP:Iteration 81Q (24857.770000 sec): 3 clusters
  Score: Raw -501855.692735 + Penalty 2706.039306 = -499149.653429
  nChanged 7
		SP:Iteration 82Q (24858.000000 sec): 3 clusters
  Score: Raw -501858.923764 + Penalty 2706.039306 = -499152.884458
  nChanged 7
		SP:Iteration 83Q (24858.210000 sec): 3 clusters
  Score: Raw -501861.347920 + Penalty 2706.039306 = -499155.308615
  nChanged 7
		SP:Iteration 84Q (24858.360000 sec): 3 clusters
  Score: Raw -501864.268545 + Penalty 2706.039306 = -499158.229239
  nChanged 7
		SP:Iteration 85Q (24858.580000 sec): 3 clusters
  Score: Raw -501867.282443 + Penalty 2706.039306 = -499161.243138
  nChanged 4
		SP:Iteration 86Q (24858.740000 sec): 3 clusters
  Score: Raw -501870.017490 + Penalty 2706.039306 = -499163.978184
  nChanged 8
		SP:Iteration 87Q (24858.920000 sec): 3 clusters
  Score: Raw -501874.714004 + Penalty 2706.039306 = -499168.674698
  nChanged 9
		SP:Iteration 88Q (24859.080000 sec): 3 clusters
  Score: Raw -501878.929817 + Penalty 2706.039306 = -499172.890511
  nChanged 8
		SP:Iteration 89Q (24859.260000 sec): 3 clusters
  Score: Raw -501881.870415 + Penalty 2706.039306 = -499175.831109
  nChanged 5
		SP:Iteration 90Q (24859.410000 sec): 3 clusters
  Score: Raw -501882.675257 + Penalty 2706.039306 = -499176.635951
  nChanged 1
		SP:Iteration 91Q (24859.600000 sec): 3 clusters
  Score: Raw -501882.762745 + Penalty 2706.039306 = -499176.723439
  nChanged 0
		SP:Iteration 92F (24859.770000 sec): 3 clusters
  Score: Raw -501882.762745 + Penalty 2706.039306 = -499176.723439
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24859.920000 sec): 2 clusters
  Score: Raw -711123.723868 + Penalty 1409.278987 = -709714.444880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24860.160000 sec): 3 clusters
  Score: Raw -707986.911478 + Penalty 2818.557975 = -705168.353504
  nChanged 2421
		SP:Iteration 1F (24860.490000 sec): 3 clusters
  Score: Raw -709319.710975 + Penalty 2818.557975 = -706501.153000
  nChanged 412
		SP:Iteration 2F (24860.720000 sec): 3 clusters
  Score: Raw -709514.337061 + Penalty 2818.557975 = -706695.779087
  nChanged 324
		SP:Iteration 3F (24860.880000 sec): 3 clusters
  Score: Raw -709669.853845 + Penalty 2818.557975 = -706851.295870
  nChanged 282
		SP:Iteration 4Q (24861.120000 sec): 3 clusters
  Score: Raw -709815.172335 + Penalty 2818.557975 = -706996.614361
  nChanged 247
		SP:Iteration 5Q (24861.350000 sec): 3 clusters
  Score: Raw -709953.031587 + Penalty 2818.557975 = -707134.473613
  nChanged 261
		SP:Iteration 6Q (24861.580000 sec): 3 clusters
  Score: Raw -710107.067081 + Penalty 2818.557975 = -707288.509106
  nChanged 266
		SP:Iteration 7Q (24861.820000 sec): 3 clusters
  Score: Raw -710290.338225 + Penalty 2818.557975 = -707471.780250
  nChanged 266
		SP:Iteration 8Q (24862.030000 sec): 3 clusters
  Score: Raw -710472.418283 + Penalty 2818.557975 = -707653.860308
  nChanged 234
		SP:Iteration 9Q (24862.250000 sec): 3 clusters
  Score: Raw -710648.163584 + Penalty 2818.557975 = -707829.605610
  nChanged 224
		SP:Iteration 10Q (24862.420000 sec): 3 clusters
  Score: Raw -710831.089318 + Penalty 2818.557975 = -708012.531343
  nChanged 182
		SP:Iteration 11Q (24862.690000 sec): 3 clusters
  Score: Raw -710980.727053 + Penalty 2818.557975 = -708162.169078
  nChanged 141
		SP:Iteration 12Q (24862.880000 sec): 3 clusters
  Score: Raw -711092.985231 + Penalty 2818.557975 = -708274.427257
  nChanged 95
		SP:Iteration 13Q (24863.080000 sec): 3 clusters
  Score: Raw -711163.429264 + Penalty 2818.557975 = -708344.871289
  nChanged 67
		SP:Iteration 14Q (24863.240000 sec): 3 clusters
  Score: Raw -711209.796056 + Penalty 2818.557975 = -708391.238081
  nChanged 44
		SP:Iteration 15Q (24863.460000 sec): 3 clusters
  Score: Raw -711244.143617 + Penalty 2818.557975 = -708425.585642
  nChanged 31
		SP:Iteration 16Q (24863.700000 sec): 3 clusters
  Score: Raw -711267.035040 + Penalty 2818.557975 = -708448.477065
  nChanged 25
		SP:Iteration 17Q (24863.900000 sec): 3 clusters
  Score: Raw -711282.817613 + Penalty 2818.557975 = -708464.259639
  nChanged 20
		SP:Iteration 18Q (24864.150000 sec): 3 clusters
  Score: Raw -711294.926776 + Penalty 2818.557975 = -708476.368801
  nChanged 8
		SP:Iteration 19Q (24864.330000 sec): 3 clusters
  Score: Raw -711299.189930 + Penalty 2818.557975 = -708480.631955
  nChanged 8
		SP:Iteration 20F (24864.500000 sec): 3 clusters
  Score: Raw -711303.785889 + Penalty 2818.557975 = -708485.227915
  nChanged 4
		SP:Iteration 21Q (24864.670000 sec): 3 clusters
  Score: Raw -711305.944247 + Penalty 2818.557975 = -708487.386272
  nChanged 5
		SP:Iteration 22Q (24864.870000 sec): 3 clusters
  Score: Raw -711309.810914 + Penalty 2818.557975 = -708491.252939
  nChanged 6
		SP:Iteration 23Q (24865.060000 sec): 3 clusters
  Score: Raw -711314.039263 + Penalty 2818.557975 = -708495.481289
  nChanged 10
		SP:Iteration 24Q (24865.260000 sec): 3 clusters
  Score: Raw -711322.572300 + Penalty 2818.557975 = -708504.014325
  nChanged 7
		SP:Iteration 25Q (24865.450000 sec): 3 clusters
  Score: Raw -711328.530985 + Penalty 2818.557975 = -708509.973011
  nChanged 7
		SP:Iteration 26Q (24865.630000 sec): 3 clusters
  Score: Raw -711333.474664 + Penalty 2818.557975 = -708514.916689
  nChanged 3
		SP:Iteration 27Q (24865.790000 sec): 3 clusters
  Score: Raw -711335.287246 + Penalty 2818.557975 = -708516.729272
  nChanged 2
		SP:Iteration 28Q (24866.000000 sec): 3 clusters
  Score: Raw -711336.882859 + Penalty 2818.557975 = -708518.324885
  nChanged 4
		SP:Iteration 29Q (24866.240000 sec): 3 clusters
  Score: Raw -711340.372174 + Penalty 2818.557975 = -708521.814199
  nChanged 3
		SP:Iteration 30Q (24866.420000 sec): 3 clusters
  Score: Raw -711342.120936 + Penalty 2818.557975 = -708523.562961
  nChanged 1
		SP:Iteration 31Q (24866.590000 sec): 3 clusters
  Score: Raw -711343.044625 + Penalty 2818.557975 = -708524.486650
  nChanged 0
		SP:Iteration 32F (24866.780000 sec): 3 clusters
  Score: Raw -711343.044625 + Penalty 2818.557975 = -708524.486650
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24866.890000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24867.100000 sec): 3 clusters
  Score: Raw -11676.279366 + Penalty 1553.215135 = -10123.064231
  nChanged 10
		SP:Iteration 1F (24867.270000 sec): 3 clusters
  Score: Raw -11725.900782 + Penalty 1553.215135 = -10172.685647
  nChanged 2
		SP:Iteration 2Q (24867.460000 sec): 3 clusters
  Score: Raw -11737.757133 + Penalty 1553.215135 = -10184.541998
  nChanged 0
		SP:Iteration 3F (24867.630000 sec): 3 clusters
  Score: Raw -11737.757133 + Penalty 1553.215135 = -10184.541998
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24867.740000 sec): 2 clusters
  Score: Raw -36727.393251 + Penalty 949.575968 = -35777.817284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24867.990000 sec): 3 clusters
  Score: Raw -36749.266548 + Penalty 1899.151936 = -34850.114613
  nChanged 80
		SP:Iteration 1F (24868.190000 sec): 3 clusters
  Score: Raw -36910.318995 + Penalty 1899.151936 = -35011.167059
  nChanged 26
		SP:Iteration 2F (24868.390000 sec): 3 clusters
  Score: Raw -36997.805214 + Penalty 1899.151936 = -35098.653279
  nChanged 20
		SP:Iteration 3F (24868.620000 sec): 3 clusters
  Score: Raw -37070.016547 + Penalty 1899.151936 = -35170.864612
  nChanged 22
		SP:Iteration 4F (24868.780000 sec): 3 clusters
  Score: Raw -37154.879776 + Penalty 1899.151936 = -35255.727840
  nChanged 11
		SP:Iteration 5Q (24868.940000 sec): 3 clusters
  Score: Raw -37194.084252 + Penalty 1899.151936 = -35294.932317
  nChanged 2
		SP:Iteration 6Q (24869.120000 sec): 3 clusters
  Score: Raw -37200.284013 + Penalty 1899.151936 = -35301.132077
  nChanged 4
		SP:Iteration 7Q (24869.270000 sec): 3 clusters
  Score: Raw -37211.960441 + Penalty 1899.151936 = -35312.808506
  nChanged 3
		SP:Iteration 8Q (24869.420000 sec): 3 clusters
  Score: Raw -37218.978093 + Penalty 1899.151936 = -35319.826157
  nChanged 3
		SP:Iteration 9Q (24869.580000 sec): 3 clusters
  Score: Raw -37230.820396 + Penalty 1899.151936 = -35331.668460
  nChanged 2
		SP:Iteration 10Q (24869.730000 sec): 3 clusters
  Score: Raw -37251.992010 + Penalty 1899.151936 = -35352.840075
  nChanged 2
		SP:Iteration 11Q (24869.910000 sec): 3 clusters
  Score: Raw -37256.175688 + Penalty 1899.151936 = -35357.023753
  nChanged 1
		SP:Iteration 12Q (24870.070000 sec): 3 clusters
  Score: Raw -37258.291580 + Penalty 1899.151936 = -35359.139644
  nChanged 1
		SP:Iteration 13Q (24870.330000 sec): 3 clusters
  Score: Raw -37261.437683 + Penalty 1899.151936 = -35362.285747
  nChanged 0
		SP:Iteration 14F (24870.540000 sec): 3 clusters
  Score: Raw -37261.437683 + Penalty 1899.151936 = -35362.285747
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24870.680000 sec): 2 clusters
  Score: Raw -754289.711660 + Penalty 1411.901125 = -752877.810535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24870.840000 sec): 3 clusters
  Score: Raw -751203.063601 + Penalty 2823.802250 = -748379.261351
  nChanged 2430
		SP:Iteration 1F (24871.050000 sec): 3 clusters
  Score: Raw -752422.589809 + Penalty 2823.802250 = -749598.787560
  nChanged 385
		SP:Iteration 2F (24871.240000 sec): 3 clusters
  Score: Raw -752602.386100 + Penalty 2823.802250 = -749778.583851
  nChanged 262
		SP:Iteration 3Q (24871.490000 sec): 3 clusters
  Score: Raw -752708.257065 + Penalty 2823.802250 = -749884.454815
  nChanged 199
		SP:Iteration 4Q (24871.740000 sec): 3 clusters
  Score: Raw -752776.594538 + Penalty 2823.802250 = -749952.792288
  nChanged 162
		SP:Iteration 5Q (24871.970000 sec): 3 clusters
  Score: Raw -752828.795319 + Penalty 2823.802250 = -750004.993069
  nChanged 134
		SP:Iteration 6Q (24872.200000 sec): 3 clusters
  Score: Raw -752876.509733 + Penalty 2823.802250 = -750052.707483
  nChanged 126
		SP:Iteration 7Q (24872.340000 sec): 3 clusters
  Score: Raw -752924.339781 + Penalty 2823.802250 = -750100.537531
  nChanged 122
		SP:Iteration 8Q (24872.540000 sec): 3 clusters
  Score: Raw -752965.779027 + Penalty 2823.802250 = -750141.976777
  nChanged 102
		SP:Iteration 9Q (24872.730000 sec): 3 clusters
  Score: Raw -752997.372590 + Penalty 2823.802250 = -750173.570340
  nChanged 99
		SP:Iteration 10Q (24872.900000 sec): 3 clusters
  Score: Raw -753030.297885 + Penalty 2823.802250 = -750206.495635
  nChanged 87
		SP:Iteration 11Q (24873.110000 sec): 3 clusters
  Score: Raw -753056.307037 + Penalty 2823.802250 = -750232.504787
  nChanged 88
		SP:Iteration 12Q (24873.300000 sec): 3 clusters
  Score: Raw -753090.129049 + Penalty 2823.802250 = -750266.326799
  nChanged 93
		SP:Iteration 13Q (24873.470000 sec): 3 clusters
  Score: Raw -753124.894782 + Penalty 2823.802250 = -750301.092532
  nChanged 91
		SP:Iteration 14Q (24873.640000 sec): 3 clusters
  Score: Raw -753160.060001 + Penalty 2823.802250 = -750336.257751
  nChanged 99
		SP:Iteration 15Q (24873.830000 sec): 3 clusters
  Score: Raw -753195.233715 + Penalty 2823.802250 = -750371.431465
  nChanged 97
		SP:Iteration 16Q (24874.030000 sec): 3 clusters
  Score: Raw -753230.834307 + Penalty 2823.802250 = -750407.032058
  nChanged 97
		SP:Iteration 17Q (24874.240000 sec): 3 clusters
  Score: Raw -753275.605943 + Penalty 2823.802250 = -750451.803693
  nChanged 105
		SP:Iteration 18Q (24874.460000 sec): 3 clusters
  Score: Raw -753315.579534 + Penalty 2823.802250 = -750491.777284
  nChanged 105
		SP:Iteration 19Q (24874.660000 sec): 3 clusters
  Score: Raw -753350.200576 + Penalty 2823.802250 = -750526.398327
  nChanged 89
		SP:Iteration 20F (24874.900000 sec): 3 clusters
  Score: Raw -753388.482223 + Penalty 2823.802250 = -750564.679973
  nChanged 95
		SP:Iteration 21Q (24875.150000 sec): 3 clusters
  Score: Raw -753426.897693 + Penalty 2823.802250 = -750603.095443
  nChanged 102
		SP:Iteration 22Q (24875.310000 sec): 3 clusters
  Score: Raw -753472.894048 + Penalty 2823.802250 = -750649.091798
  nChanged 116
		SP:Iteration 23Q (24875.500000 sec): 3 clusters
  Score: Raw -753530.886887 + Penalty 2823.802250 = -750707.084637
  nChanged 121
		SP:Iteration 24Q (24875.710000 sec): 3 clusters
  Score: Raw -753597.695672 + Penalty 2823.802250 = -750773.893422
  nChanged 133
		SP:Iteration 25Q (24875.890000 sec): 3 clusters
  Score: Raw -753678.169528 + Penalty 2823.802250 = -750854.367278
  nChanged 142
		SP:Iteration 26Q (24876.090000 sec): 3 clusters
  Score: Raw -753784.676788 + Penalty 2823.802250 = -750960.874539
  nChanged 160
		SP:Iteration 27Q (24876.320000 sec): 3 clusters
  Score: Raw -753889.437575 + Penalty 2823.802250 = -751065.635326
  nChanged 160
		SP:Iteration 28Q (24876.520000 sec): 3 clusters
  Score: Raw -753990.397590 + Penalty 2823.802250 = -751166.595340
  nChanged 135
		SP:Iteration 29Q (24876.720000 sec): 3 clusters
  Score: Raw -754072.822792 + Penalty 2823.802250 = -751249.020543
  nChanged 109
		SP:Iteration 30Q (24876.930000 sec): 3 clusters
  Score: Raw -754128.740672 + Penalty 2823.802250 = -751304.938422
  nChanged 85
		SP:Iteration 31Q (24877.100000 sec): 3 clusters
  Score: Raw -754169.234622 + Penalty 2823.802250 = -751345.432372
  nChanged 68
		SP:Iteration 32Q (24877.280000 sec): 3 clusters
  Score: Raw -754192.568803 + Penalty 2823.802250 = -751368.766553
  nChanged 49
		SP:Iteration 33Q (24877.520000 sec): 3 clusters
  Score: Raw -754209.508911 + Penalty 2823.802250 = -751385.706661
  nChanged 43
		SP:Iteration 34Q (24877.720000 sec): 3 clusters
  Score: Raw -754226.598223 + Penalty 2823.802250 = -751402.795974
  nChanged 43
		SP:Iteration 35Q (24877.960000 sec): 3 clusters
  Score: Raw -754241.320160 + Penalty 2823.802250 = -751417.517910
  nChanged 41
		SP:Iteration 36Q (24878.140000 sec): 3 clusters
  Score: Raw -754256.517032 + Penalty 2823.802250 = -751432.714782
  nChanged 42
		SP:Iteration 37Q (24878.360000 sec): 3 clusters
  Score: Raw -754275.365615 + Penalty 2823.802250 = -751451.563365
  nChanged 35
		SP:Iteration 38Q (24878.560000 sec): 3 clusters
  Score: Raw -754289.935596 + Penalty 2823.802250 = -751466.133346
  nChanged 39
		SP:Iteration 39Q (24878.730000 sec): 3 clusters
  Score: Raw -754302.836493 + Penalty 2823.802250 = -751479.034243
  nChanged 27
		SP:Iteration 40F (24878.970000 sec): 3 clusters
  Score: Raw -754310.324797 + Penalty 2823.802250 = -751486.522548
  nChanged 18
		SP:Iteration 41Q (24879.200000 sec): 3 clusters
  Score: Raw -754315.302969 + Penalty 2823.802250 = -751491.500720
  nChanged 17
		SP:Iteration 42Q (24879.430000 sec): 3 clusters
  Score: Raw -754319.932137 + Penalty 2823.802250 = -751496.129888
  nChanged 19
		SP:Iteration 43Q (24879.630000 sec): 3 clusters
  Score: Raw -754326.842840 + Penalty 2823.802250 = -751503.040591
  nChanged 17
		SP:Iteration 44Q (24879.810000 sec): 3 clusters
  Score: Raw -754332.694859 + Penalty 2823.802250 = -751508.892609
  nChanged 14
		SP:Iteration 45Q (24880.020000 sec): 3 clusters
  Score: Raw -754338.590894 + Penalty 2823.802250 = -751514.788644
  nChanged 13
		SP:Iteration 46Q (24880.200000 sec): 3 clusters
  Score: Raw -754341.696700 + Penalty 2823.802250 = -751517.894450
  nChanged 12
		SP:Iteration 47Q (24880.370000 sec): 3 clusters
  Score: Raw -754344.859255 + Penalty 2823.802250 = -751521.057006
  nChanged 6
		SP:Iteration 48Q (24880.520000 sec): 3 clusters
  Score: Raw -754346.449147 + Penalty 2823.802250 = -751522.646898
  nChanged 7
		SP:Iteration 49Q (24880.690000 sec): 3 clusters
  Score: Raw -754348.014856 + Penalty 2823.802250 = -751524.212606
  nChanged 7
		SP:Iteration 50Q (24880.880000 sec): 3 clusters
  Score: Raw -754349.951681 + Penalty 2823.802250 = -751526.149431
  nChanged 10
		SP:Iteration 51Q (24881.110000 sec): 3 clusters
  Score: Raw -754353.027075 + Penalty 2823.802250 = -751529.224826
  nChanged 5
		SP:Iteration 52Q (24881.310000 sec): 3 clusters
  Score: Raw -754353.960349 + Penalty 2823.802250 = -751530.158099
  nChanged 2
		SP:Iteration 53Q (24881.530000 sec): 3 clusters
  Score: Raw -754354.489226 + Penalty 2823.802250 = -751530.686976
  nChanged 4
		SP:Iteration 54Q (24881.770000 sec): 3 clusters
  Score: Raw -754355.238722 + Penalty 2823.802250 = -751531.436473
  nChanged 4
		SP:Iteration 55Q (24882.000000 sec): 3 clusters
  Score: Raw -754356.078735 + Penalty 2823.802250 = -751532.276485
  nChanged 6
		SP:Iteration 56Q (24882.250000 sec): 3 clusters
  Score: Raw -754357.514448 + Penalty 2823.802250 = -751533.712198
  nChanged 4
		SP:Iteration 57Q (24882.490000 sec): 3 clusters
  Score: Raw -754358.387490 + Penalty 2823.802250 = -751534.585241
  nChanged 3
		SP:Iteration 58Q (24882.730000 sec): 3 clusters
  Score: Raw -754358.967595 + Penalty 2823.802250 = -751535.165345
  nChanged 4
		SP:Iteration 59Q (24882.940000 sec): 3 clusters
  Score: Raw -754359.761722 + Penalty 2823.802250 = -751535.959472
  nChanged 4
		SP:Iteration 60F (24883.150000 sec): 3 clusters
  Score: Raw -754360.551727 + Penalty 2823.802250 = -751536.749477
  nChanged 3
		SP:Iteration 61Q (24883.380000 sec): 3 clusters
  Score: Raw -754361.116860 + Penalty 2823.802250 = -751537.314610
  nChanged 5
		SP:Iteration 62Q (24883.540000 sec): 3 clusters
  Score: Raw -754362.020649 + Penalty 2823.802250 = -751538.218400
  nChanged 5
		SP:Iteration 63Q (24883.750000 sec): 3 clusters
  Score: Raw -754363.028548 + Penalty 2823.802250 = -751539.226298
  nChanged 2
		SP:Iteration 64Q (24883.940000 sec): 3 clusters
  Score: Raw -754363.585917 + Penalty 2823.802250 = -751539.783667
  nChanged 1
		SP:Iteration 65Q (24884.150000 sec): 3 clusters
  Score: Raw -754363.903613 + Penalty 2823.802250 = -751540.101363
  nChanged 1
		SP:Iteration 66Q (24884.290000 sec): 3 clusters
  Score: Raw -754364.029851 + Penalty 2823.802250 = -751540.227601
  nChanged 0
		SP:Iteration 67F (24884.480000 sec): 3 clusters
  Score: Raw -754364.029851 + Penalty 2823.802250 = -751540.227601
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24884.650000 sec): 2 clusters
  Score: Raw -1051424.884380 + Penalty 1479.991983 = -1049944.892397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24884.850000 sec): 3 clusters
  Score: Raw -1046419.101052 + Penalty 2959.983966 = -1043459.117086
  nChanged 3849
		SP:Iteration 1F (24885.020000 sec): 3 clusters
  Score: Raw -1048525.612496 + Penalty 2959.983966 = -1045565.628529
  nChanged 571
		SP:Iteration 2F (24885.240000 sec): 3 clusters
  Score: Raw -1048937.427300 + Penalty 2959.983966 = -1045977.443334
  nChanged 572
		SP:Iteration 3F (24885.420000 sec): 3 clusters
  Score: Raw -1049402.811830 + Penalty 2959.983966 = -1046442.827863
  nChanged 595
		SP:Iteration 4F (24885.630000 sec): 3 clusters
  Score: Raw -1049908.117498 + Penalty 2959.983966 = -1046948.133531
  nChanged 604
		SP:Iteration 5F (24885.840000 sec): 3 clusters
  Score: Raw -1050383.458704 + Penalty 2959.983966 = -1047423.474738
  nChanged 580
		SP:Iteration 6F (24886.110000 sec): 3 clusters
  Score: Raw -1050850.353917 + Penalty 2959.983966 = -1047890.369950
  nChanged 535
		SP:Iteration 7F (24886.320000 sec): 3 clusters
  Score: Raw -1051203.938681 + Penalty 2959.983966 = -1048243.954714
  nChanged 407
		SP:Iteration 8Q (24886.620000 sec): 3 clusters
  Score: Raw -1051421.570002 + Penalty 2959.983966 = -1048461.586036
  nChanged 314
		SP:Iteration 9Q (24886.880000 sec): 3 clusters
  Score: Raw -1051569.436759 + Penalty 2959.983966 = -1048609.452793
  nChanged 249
		SP:Iteration 10Q (24887.090000 sec): 3 clusters
  Score: Raw -1051678.807571 + Penalty 2959.983966 = -1048718.823605
  nChanged 183
		SP:Iteration 11Q (24887.300000 sec): 3 clusters
  Score: Raw -1051756.302818 + Penalty 2959.983966 = -1048796.318852
  nChanged 148
		SP:Iteration 12Q (24887.510000 sec): 3 clusters
  Score: Raw -1051820.914382 + Penalty 2959.983966 = -1048860.930416
  nChanged 117
		SP:Iteration 13Q (24887.740000 sec): 3 clusters
  Score: Raw -1051883.202289 + Penalty 2959.983966 = -1048923.218323
  nChanged 106
		SP:Iteration 14Q (24887.970000 sec): 3 clusters
  Score: Raw -1051928.802147 + Penalty 2959.983966 = -1048968.818180
  nChanged 81
		SP:Iteration 15Q (24888.230000 sec): 3 clusters
  Score: Raw -1051955.255910 + Penalty 2959.983966 = -1048995.271943
  nChanged 71
		SP:Iteration 16Q (24888.530000 sec): 3 clusters
  Score: Raw -1051974.730497 + Penalty 2959.983966 = -1049014.746530
  nChanged 65
		SP:Iteration 17Q (24888.770000 sec): 3 clusters
  Score: Raw -1051992.693944 + Penalty 2959.983966 = -1049032.709978
  nChanged 57
		SP:Iteration 18Q (24888.990000 sec): 3 clusters
  Score: Raw -1052008.307917 + Penalty 2959.983966 = -1049048.323951
  nChanged 57
		SP:Iteration 19Q (24889.200000 sec): 3 clusters
  Score: Raw -1052023.712684 + Penalty 2959.983966 = -1049063.728717
  nChanged 56
		SP:Iteration 20F (24889.410000 sec): 3 clusters
  Score: Raw -1052040.407389 + Penalty 2959.983966 = -1049080.423423
  nChanged 66
		SP:Iteration 21Q (24889.630000 sec): 3 clusters
  Score: Raw -1052056.555509 + Penalty 2959.983966 = -1049096.571542
  nChanged 54
		SP:Iteration 22Q (24889.920000 sec): 3 clusters
  Score: Raw -1052068.814441 + Penalty 2959.983966 = -1049108.830474
  nChanged 51
		SP:Iteration 23Q (24890.110000 sec): 3 clusters
  Score: Raw -1052081.015407 + Penalty 2959.983966 = -1049121.031441
  nChanged 46
		SP:Iteration 24Q (24890.320000 sec): 3 clusters
  Score: Raw -1052090.056502 + Penalty 2959.983966 = -1049130.072536
  nChanged 40
		SP:Iteration 25Q (24890.500000 sec): 3 clusters
  Score: Raw -1052099.047367 + Penalty 2959.983966 = -1049139.063400
  nChanged 44
		SP:Iteration 26Q (24890.730000 sec): 3 clusters
  Score: Raw -1052107.640588 + Penalty 2959.983966 = -1049147.656621
  nChanged 36
		SP:Iteration 27Q (24890.960000 sec): 3 clusters
  Score: Raw -1052114.018965 + Penalty 2959.983966 = -1049154.034998
  nChanged 26
		SP:Iteration 28Q (24891.150000 sec): 3 clusters
  Score: Raw -1052118.238959 + Penalty 2959.983966 = -1049158.254993
  nChanged 28
		SP:Iteration 29Q (24891.360000 sec): 3 clusters
  Score: Raw -1052122.241271 + Penalty 2959.983966 = -1049162.257305
  nChanged 18
		SP:Iteration 30Q (24891.620000 sec): 3 clusters
  Score: Raw -1052124.863686 + Penalty 2959.983966 = -1049164.879719
  nChanged 20
		SP:Iteration 31Q (24891.830000 sec): 3 clusters
  Score: Raw -1052127.694306 + Penalty 2959.983966 = -1049167.710340
  nChanged 13
		SP:Iteration 32Q (24892.060000 sec): 3 clusters
  Score: Raw -1052129.189366 + Penalty 2959.983966 = -1049169.205399
  nChanged 9
		SP:Iteration 33Q (24892.310000 sec): 3 clusters
  Score: Raw -1052130.124191 + Penalty 2959.983966 = -1049170.140225
  nChanged 7
		SP:Iteration 34Q (24892.530000 sec): 3 clusters
  Score: Raw -1052130.727008 + Penalty 2959.983966 = -1049170.743042
  nChanged 4
		SP:Iteration 35Q (24892.810000 sec): 3 clusters
  Score: Raw -1052131.330442 + Penalty 2959.983966 = -1049171.346475
  nChanged 6
		SP:Iteration 36Q (24892.990000 sec): 3 clusters
  Score: Raw -1052132.157972 + Penalty 2959.983966 = -1049172.174005
  nChanged 5
		SP:Iteration 37Q (24893.210000 sec): 3 clusters
  Score: Raw -1052132.598272 + Penalty 2959.983966 = -1049172.614306
  nChanged 7
		SP:Iteration 38Q (24893.450000 sec): 3 clusters
  Score: Raw -1052133.354751 + Penalty 2959.983966 = -1049173.370784
  nChanged 8
		SP:Iteration 39Q (24893.690000 sec): 3 clusters
  Score: Raw -1052134.317732 + Penalty 2959.983966 = -1049174.333765
  nChanged 10
		SP:Iteration 40F (24893.920000 sec): 3 clusters
  Score: Raw -1052135.743280 + Penalty 2959.983966 = -1049175.759314
  nChanged 5
		SP:Iteration 41Q (24894.150000 sec): 3 clusters
  Score: Raw -1052136.446965 + Penalty 2959.983966 = -1049176.462999
  nChanged 6
		SP:Iteration 42Q (24894.370000 sec): 3 clusters
  Score: Raw -1052137.692052 + Penalty 2959.983966 = -1049177.708086
  nChanged 6
		SP:Iteration 43Q (24894.620000 sec): 3 clusters
  Score: Raw -1052138.475811 + Penalty 2959.983966 = -1049178.491845
  nChanged 5
		SP:Iteration 44Q (24894.790000 sec): 3 clusters
  Score: Raw -1052139.053903 + Penalty 2959.983966 = -1049179.069937
  nChanged 5
		SP:Iteration 45Q (24895.000000 sec): 3 clusters
  Score: Raw -1052139.774011 + Penalty 2959.983966 = -1049179.790045
  nChanged 5
		SP:Iteration 46Q (24895.240000 sec): 3 clusters
  Score: Raw -1052140.447589 + Penalty 2959.983966 = -1049180.463623
  nChanged 2
		SP:Iteration 47Q (24895.530000 sec): 3 clusters
  Score: Raw -1052140.552514 + Penalty 2959.983966 = -1049180.568548
  nChanged 1
		SP:Iteration 48Q (24895.740000 sec): 3 clusters
  Score: Raw -1052140.633572 + Penalty 2959.983966 = -1049180.649605
  nChanged 1
		SP:Iteration 49Q (24895.990000 sec): 3 clusters
  Score: Raw -1052140.778884 + Penalty 2959.983966 = -1049180.794918
  nChanged 1
		SP:Iteration 50Q (24896.260000 sec): 3 clusters
  Score: Raw -1052140.879068 + Penalty 2959.983966 = -1049180.895102
  nChanged 1
		SP:Iteration 51Q (24896.480000 sec): 3 clusters
  Score: Raw -1052141.192120 + Penalty 2959.983966 = -1049181.208154
  nChanged 2
		SP:Iteration 52Q (24896.730000 sec): 3 clusters
  Score: Raw -1052141.386925 + Penalty 2959.983966 = -1049181.402958
  nChanged 4
		SP:Iteration 53Q (24897.020000 sec): 3 clusters
  Score: Raw -1052141.826095 + Penalty 2959.983966 = -1049181.842129
  nChanged 2
		SP:Iteration 54Q (24897.220000 sec): 3 clusters
  Score: Raw -1052142.338635 + Penalty 2959.983966 = -1049182.354669
  nChanged 6
		SP:Iteration 55Q (24897.470000 sec): 3 clusters
  Score: Raw -1052143.191994 + Penalty 2959.983966 = -1049183.208027
  nChanged 6
		SP:Iteration 56Q (24897.680000 sec): 3 clusters
  Score: Raw -1052144.598231 + Penalty 2959.983966 = -1049184.614264
  nChanged 9
		SP:Iteration 57Q (24897.910000 sec): 3 clusters
  Score: Raw -1052146.135374 + Penalty 2959.983966 = -1049186.151408
  nChanged 9
		SP:Iteration 58Q (24898.180000 sec): 3 clusters
  Score: Raw -1052147.478454 + Penalty 2959.983966 = -1049187.494487
  nChanged 4
		SP:Iteration 59Q (24898.380000 sec): 3 clusters
  Score: Raw -1052147.955802 + Penalty 2959.983966 = -1049187.971835
  nChanged 4
		SP:Iteration 60F (24898.620000 sec): 3 clusters
  Score: Raw -1052148.631229 + Penalty 2959.983966 = -1049188.647263
  nChanged 3
		SP:Iteration 61Q (24898.910000 sec): 3 clusters
  Score: Raw -1052148.894387 + Penalty 2959.983966 = -1049188.910421
  nChanged 2
		SP:Iteration 62Q (24899.110000 sec): 3 clusters
  Score: Raw -1052149.158422 + Penalty 2959.983966 = -1049189.174455
  nChanged 2
		SP:Iteration 63Q (24899.350000 sec): 3 clusters
  Score: Raw -1052149.406152 + Penalty 2959.983966 = -1049189.422185
  nChanged 3
		SP:Iteration 64Q (24899.590000 sec): 3 clusters
  Score: Raw -1052149.773852 + Penalty 2959.983966 = -1049189.789886
  nChanged 2
		SP:Iteration 65Q (24899.880000 sec): 3 clusters
  Score: Raw -1052150.067403 + Penalty 2959.983966 = -1049190.083437
  nChanged 2
		SP:Iteration 66Q (24900.100000 sec): 3 clusters
  Score: Raw -1052150.228642 + Penalty 2959.983966 = -1049190.244675
  nChanged 1
		SP:Iteration 67Q (24900.370000 sec): 3 clusters
  Score: Raw -1052150.289329 + Penalty 2959.983966 = -1049190.305363
  nChanged 0
		SP:Iteration 68F (24900.570000 sec): 3 clusters
  Score: Raw -1052150.289329 + Penalty 2959.983966 = -1049190.305363
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24900.670000 sec): 2 clusters
  Score: Raw -695366.231977 + Penalty 1406.075529 = -693960.156448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24900.950000 sec): 3 clusters
  Score: Raw -692302.144193 + Penalty 2812.151058 = -689489.993136
  nChanged 2417
		SP:Iteration 1F (24901.170000 sec): 3 clusters
  Score: Raw -693732.043722 + Penalty 2812.151058 = -690919.892664
  nChanged 413
		SP:Iteration 2F (24901.360000 sec): 3 clusters
  Score: Raw -693945.096897 + Penalty 2812.151058 = -691132.945839
  nChanged 296
		SP:Iteration 3F (24901.560000 sec): 3 clusters
  Score: Raw -694088.538975 + Penalty 2812.151058 = -691276.387917
  nChanged 208
		SP:Iteration 4Q (24901.790000 sec): 3 clusters
  Score: Raw -694174.102527 + Penalty 2812.151058 = -691361.951469
  nChanged 176
		SP:Iteration 5Q (24901.960000 sec): 3 clusters
  Score: Raw -694248.334009 + Penalty 2812.151058 = -691436.182951
  nChanged 164
		SP:Iteration 6Q (24902.140000 sec): 3 clusters
  Score: Raw -694314.472727 + Penalty 2812.151058 = -691502.321669
  nChanged 168
		SP:Iteration 7Q (24902.360000 sec): 3 clusters
  Score: Raw -694391.760959 + Penalty 2812.151058 = -691579.609901
  nChanged 169
		SP:Iteration 8Q (24902.560000 sec): 3 clusters
  Score: Raw -694467.057484 + Penalty 2812.151058 = -691654.906426
  nChanged 170
		SP:Iteration 9Q (24902.780000 sec): 3 clusters
  Score: Raw -694551.113717 + Penalty 2812.151058 = -691738.962659
  nChanged 175
		SP:Iteration 10Q (24902.940000 sec): 3 clusters
  Score: Raw -694645.215534 + Penalty 2812.151058 = -691833.064476
  nChanged 193
		SP:Iteration 11Q (24903.170000 sec): 3 clusters
  Score: Raw -694752.859366 + Penalty 2812.151058 = -691940.708308
  nChanged 198
		SP:Iteration 12Q (24903.350000 sec): 3 clusters
  Score: Raw -694859.019192 + Penalty 2812.151058 = -692046.868134
  nChanged 193
		SP:Iteration 13Q (24903.590000 sec): 3 clusters
  Score: Raw -694972.544972 + Penalty 2812.151058 = -692160.393914
  nChanged 194
		SP:Iteration 14Q (24903.810000 sec): 3 clusters
  Score: Raw -695089.152260 + Penalty 2812.151058 = -692277.001202
  nChanged 175
		SP:Iteration 15Q (24904.020000 sec): 3 clusters
  Score: Raw -695178.413817 + Penalty 2812.151058 = -692366.262759
  nChanged 153
		SP:Iteration 16Q (24904.190000 sec): 3 clusters
  Score: Raw -695258.413604 + Penalty 2812.151058 = -692446.262546
  nChanged 132
		SP:Iteration 17Q (24904.460000 sec): 3 clusters
  Score: Raw -695322.268270 + Penalty 2812.151058 = -692510.117212
  nChanged 120
		SP:Iteration 18Q (24904.670000 sec): 3 clusters
  Score: Raw -695385.324887 + Penalty 2812.151058 = -692573.173829
  nChanged 122
		SP:Iteration 19Q (24904.850000 sec): 3 clusters
  Score: Raw -695451.511500 + Penalty 2812.151058 = -692639.360442
  nChanged 98
		SP:Iteration 20F (24905.050000 sec): 3 clusters
  Score: Raw -695494.470104 + Penalty 2812.151058 = -692682.319046
  nChanged 68
		SP:Iteration 21Q (24905.240000 sec): 3 clusters
  Score: Raw -695522.242755 + Penalty 2812.151058 = -692710.091697
  nChanged 50
		SP:Iteration 22Q (24905.440000 sec): 3 clusters
  Score: Raw -695545.424126 + Penalty 2812.151058 = -692733.273068
  nChanged 54
		SP:Iteration 23Q (24905.650000 sec): 3 clusters
  Score: Raw -695569.958909 + Penalty 2812.151058 = -692757.807851
  nChanged 49
		SP:Iteration 24Q (24905.830000 sec): 3 clusters
  Score: Raw -695593.831993 + Penalty 2812.151058 = -692781.680935
  nChanged 46
		SP:Iteration 25Q (24906.050000 sec): 3 clusters
  Score: Raw -695612.465646 + Penalty 2812.151058 = -692800.314589
  nChanged 42
		SP:Iteration 26Q (24906.250000 sec): 3 clusters
  Score: Raw -695628.401894 + Penalty 2812.151058 = -692816.250836
  nChanged 36
		SP:Iteration 27Q (24906.450000 sec): 3 clusters
  Score: Raw -695640.846603 + Penalty 2812.151058 = -692828.695545
  nChanged 26
		SP:Iteration 28Q (24906.660000 sec): 3 clusters
  Score: Raw -695650.764960 + Penalty 2812.151058 = -692838.613902
  nChanged 19
		SP:Iteration 29Q (24906.870000 sec): 3 clusters
  Score: Raw -695658.245190 + Penalty 2812.151058 = -692846.094132
  nChanged 24
		SP:Iteration 30Q (24907.100000 sec): 3 clusters
  Score: Raw -695666.415613 + Penalty 2812.151058 = -692854.264556
  nChanged 22
		SP:Iteration 31Q (24907.300000 sec): 3 clusters
  Score: Raw -695672.038721 + Penalty 2812.151058 = -692859.887663
  nChanged 14
		SP:Iteration 32Q (24907.480000 sec): 3 clusters
  Score: Raw -695676.113384 + Penalty 2812.151058 = -692863.962327
  nChanged 15
		SP:Iteration 33Q (24907.680000 sec): 3 clusters
  Score: Raw -695680.987770 + Penalty 2812.151058 = -692868.836712
  nChanged 12
		SP:Iteration 34Q (24907.810000 sec): 3 clusters
  Score: Raw -695684.140344 + Penalty 2812.151058 = -692871.989286
  nChanged 15
		SP:Iteration 35Q (24907.990000 sec): 3 clusters
  Score: Raw -695688.304139 + Penalty 2812.151058 = -692876.153081
  nChanged 12
		SP:Iteration 36Q (24908.220000 sec): 3 clusters
  Score: Raw -695691.180146 + Penalty 2812.151058 = -692879.029088
  nChanged 11
		SP:Iteration 37Q (24908.410000 sec): 3 clusters
  Score: Raw -695694.532299 + Penalty 2812.151058 = -692882.381241
  nChanged 8
		SP:Iteration 38Q (24908.590000 sec): 3 clusters
  Score: Raw -695696.385456 + Penalty 2812.151058 = -692884.234398
  nChanged 6
		SP:Iteration 39Q (24908.780000 sec): 3 clusters
  Score: Raw -695697.431096 + Penalty 2812.151058 = -692885.280038
  nChanged 4
		SP:Iteration 40F (24908.970000 sec): 3 clusters
  Score: Raw -695698.081681 + Penalty 2812.151058 = -692885.930623
  nChanged 1
		SP:Iteration 41Q (24909.120000 sec): 3 clusters
  Score: Raw -695698.293160 + Penalty 2812.151058 = -692886.142102
  nChanged 2
		SP:Iteration 42Q (24909.330000 sec): 3 clusters
  Score: Raw -695698.571116 + Penalty 2812.151058 = -692886.420058
  nChanged 0
		SP:Iteration 43F (24909.560000 sec): 3 clusters
  Score: Raw -695698.571116 + Penalty 2812.151058 = -692886.420058
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24909.680000 sec): 2 clusters
  Score: Raw -66624.713607 + Penalty 1027.708331 = -65597.005276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24909.860000 sec): 3 clusters
  Score: Raw -66585.669008 + Penalty 2055.416663 = -64530.252346
  nChanged 143
		SP:Iteration 1F (24910.020000 sec): 3 clusters
  Score: Raw -66808.636587 + Penalty 2055.416663 = -64753.219925
  nChanged 44
		SP:Iteration 2F (24910.220000 sec): 3 clusters
  Score: Raw -66882.279460 + Penalty 2055.416663 = -64826.862797
  nChanged 29
		SP:Iteration 3F (24910.420000 sec): 3 clusters
  Score: Raw -66968.828779 + Penalty 2055.416663 = -64913.412116
  nChanged 31
		SP:Iteration 4F (24910.640000 sec): 3 clusters
  Score: Raw -67148.844291 + Penalty 2055.416663 = -65093.427628
  nChanged 40
		SP:Iteration 5F (24910.830000 sec): 3 clusters
  Score: Raw -67257.433452 + Penalty 2055.416663 = -65202.016789
  nChanged 31
		SP:Iteration 6F (24910.980000 sec): 3 clusters
  Score: Raw -67389.148448 + Penalty 2055.416663 = -65333.731785
  nChanged 24
		SP:Iteration 7Q (24911.170000 sec): 3 clusters
  Score: Raw -67487.039252 + Penalty 2055.416663 = -65431.622589
  nChanged 16
		SP:Iteration 8Q (24911.310000 sec): 3 clusters
  Score: Raw -67552.489280 + Penalty 2055.416663 = -65497.072617
  nChanged 12
		SP:Iteration 9Q (24911.490000 sec): 3 clusters
  Score: Raw -67580.621973 + Penalty 2055.416663 = -65525.205311
  nChanged 5
		SP:Iteration 10Q (24911.650000 sec): 3 clusters
  Score: Raw -67592.579645 + Penalty 2055.416663 = -65537.162982
  nChanged 2
		SP:Iteration 11Q (24911.820000 sec): 3 clusters
  Score: Raw -67595.363497 + Penalty 2055.416663 = -65539.946834
  nChanged 0
		SP:Iteration 12F (24912.020000 sec): 3 clusters
  Score: Raw -67595.363497 + Penalty 2055.416663 = -65539.946834
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24912.270000 sec): 2 clusters
  Score: Raw -2182068.272256 + Penalty 1605.127566 = -2180463.144690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24912.590000 sec): 3 clusters
  Score: Raw -2170349.494343 + Penalty 3210.255132 = -2167139.239211
  nChanged 8775
		SP:Iteration 1F (24912.880000 sec): 3 clusters
  Score: Raw -2175213.118378 + Penalty 3210.255132 = -2172002.863245
  nChanged 1168
		SP:Iteration 2F (24913.210000 sec): 3 clusters
  Score: Raw -2175753.822971 + Penalty 3210.255132 = -2172543.567839
  nChanged 1096
		SP:Iteration 3F (24913.500000 sec): 3 clusters
  Score: Raw -2176294.212174 + Penalty 3210.255132 = -2173083.957041
  nChanged 1095
		SP:Iteration 4F (24913.790000 sec): 3 clusters
  Score: Raw -2176814.135530 + Penalty 3210.255132 = -2173603.880398
  nChanged 987
		SP:Iteration 5F (24914.060000 sec): 3 clusters
  Score: Raw -2177302.008900 + Penalty 3210.255132 = -2174091.753768
  nChanged 1021
		SP:Iteration 6F (24914.320000 sec): 3 clusters
  Score: Raw -2177822.441385 + Penalty 3210.255132 = -2174612.186253
  nChanged 967
		SP:Iteration 7Q (24914.590000 sec): 3 clusters
  Score: Raw -2178320.406941 + Penalty 3210.255132 = -2175110.151809
  nChanged 891
		SP:Iteration 8Q (24914.880000 sec): 3 clusters
  Score: Raw -2178778.511722 + Penalty 3210.255132 = -2175568.256590
  nChanged 796
		SP:Iteration 9Q (24915.200000 sec): 3 clusters
  Score: Raw -2179166.662195 + Penalty 3210.255132 = -2175956.407063
  nChanged 717
		SP:Iteration 10Q (24915.510000 sec): 3 clusters
  Score: Raw -2179560.599921 + Penalty 3210.255132 = -2176350.344789
  nChanged 651
		SP:Iteration 11Q (24915.810000 sec): 3 clusters
  Score: Raw -2179914.990588 + Penalty 3210.255132 = -2176704.735455
  nChanged 610
		SP:Iteration 12Q (24916.110000 sec): 3 clusters
  Score: Raw -2180223.342838 + Penalty 3210.255132 = -2177013.087706
  nChanged 531
		SP:Iteration 13Q (24916.360000 sec): 3 clusters
  Score: Raw -2180471.792013 + Penalty 3210.255132 = -2177261.536881
  nChanged 451
		SP:Iteration 14Q (24916.620000 sec): 3 clusters
  Score: Raw -2180679.470488 + Penalty 3210.255132 = -2177469.215355
  nChanged 386
		SP:Iteration 15Q (24916.920000 sec): 3 clusters
  Score: Raw -2180833.629532 + Penalty 3210.255132 = -2177623.374400
  nChanged 329
		SP:Iteration 16Q (24917.220000 sec): 3 clusters
  Score: Raw -2180964.426427 + Penalty 3210.255132 = -2177754.171294
  nChanged 293
		SP:Iteration 17Q (24917.560000 sec): 3 clusters
  Score: Raw -2181076.208072 + Penalty 3210.255132 = -2177865.952939
  nChanged 279
		SP:Iteration 18Q (24917.850000 sec): 3 clusters
  Score: Raw -2181172.382625 + Penalty 3210.255132 = -2177962.127492
  nChanged 234
		SP:Iteration 19Q (24918.210000 sec): 3 clusters
  Score: Raw -2181256.436096 + Penalty 3210.255132 = -2178046.180964
  nChanged 227
		SP:Iteration 20F (24918.480000 sec): 3 clusters
  Score: Raw -2181343.824718 + Penalty 3210.255132 = -2178133.569586
  nChanged 231
		SP:Iteration 21Q (24918.730000 sec): 3 clusters
  Score: Raw -2181434.309574 + Penalty 3210.255132 = -2178224.054442
  nChanged 209
		SP:Iteration 22Q (24919.020000 sec): 3 clusters
  Score: Raw -2181517.367289 + Penalty 3210.255132 = -2178307.112156
  nChanged 198
		SP:Iteration 23Q (24919.330000 sec): 3 clusters
  Score: Raw -2181588.054421 + Penalty 3210.255132 = -2178377.799289
  nChanged 165
		SP:Iteration 24Q (24919.620000 sec): 3 clusters
  Score: Raw -2181645.560104 + Penalty 3210.255132 = -2178435.304971
  nChanged 164
		SP:Iteration 25Q (24919.860000 sec): 3 clusters
  Score: Raw -2181703.819296 + Penalty 3210.255132 = -2178493.564164
  nChanged 158
		SP:Iteration 26Q (24920.160000 sec): 3 clusters
  Score: Raw -2181752.997980 + Penalty 3210.255132 = -2178542.742848
  nChanged 151
		SP:Iteration 27Q (24920.450000 sec): 3 clusters
  Score: Raw -2181801.743606 + Penalty 3210.255132 = -2178591.488474
  nChanged 150
		SP:Iteration 28Q (24920.750000 sec): 3 clusters
  Score: Raw -2181855.378337 + Penalty 3210.255132 = -2178645.123205
  nChanged 140
		SP:Iteration 29Q (24921.040000 sec): 3 clusters
  Score: Raw -2181904.707685 + Penalty 3210.255132 = -2178694.452553
  nChanged 133
		SP:Iteration 30Q (24921.370000 sec): 3 clusters
  Score: Raw -2181956.218095 + Penalty 3210.255132 = -2178745.962962
  nChanged 124
		SP:Iteration 31Q (24921.630000 sec): 3 clusters
  Score: Raw -2182004.633550 + Penalty 3210.255132 = -2178794.378418
  nChanged 120
		SP:Iteration 32Q (24921.920000 sec): 3 clusters
  Score: Raw -2182051.550047 + Penalty 3210.255132 = -2178841.294915
  nChanged 109
		SP:Iteration 33Q (24922.220000 sec): 3 clusters
  Score: Raw -2182093.774369 + Penalty 3210.255132 = -2178883.519237
  nChanged 102
		SP:Iteration 34Q (24922.460000 sec): 3 clusters
  Score: Raw -2182139.076852 + Penalty 3210.255132 = -2178928.821720
  nChanged 106
		SP:Iteration 35Q (24922.740000 sec): 3 clusters
  Score: Raw -2182182.532886 + Penalty 3210.255132 = -2178972.277754
  nChanged 84
		SP:Iteration 36Q (24922.990000 sec): 3 clusters
  Score: Raw -2182213.440752 + Penalty 3210.255132 = -2179003.185620
  nChanged 72
		SP:Iteration 37Q (24923.310000 sec): 3 clusters
  Score: Raw -2182242.834042 + Penalty 3210.255132 = -2179032.578909
  nChanged 67
		SP:Iteration 38Q (24923.600000 sec): 3 clusters
  Score: Raw -2182264.670339 + Penalty 3210.255132 = -2179054.415207
  nChanged 50
		SP:Iteration 39Q (24923.860000 sec): 3 clusters
  Score: Raw -2182281.554142 + Penalty 3210.255132 = -2179071.299009
  nChanged 42
		SP:Iteration 40F (24924.080000 sec): 3 clusters
  Score: Raw -2182296.030472 + Penalty 3210.255132 = -2179085.775340
  nChanged 36
		SP:Iteration 41Q (24924.370000 sec): 3 clusters
  Score: Raw -2182312.362577 + Penalty 3210.255132 = -2179102.107444
  nChanged 38
		SP:Iteration 42Q (24924.600000 sec): 3 clusters
  Score: Raw -2182325.964257 + Penalty 3210.255132 = -2179115.709125
  nChanged 26
		SP:Iteration 43Q (24924.900000 sec): 3 clusters
  Score: Raw -2182335.480392 + Penalty 3210.255132 = -2179125.225260
  nChanged 17
		SP:Iteration 44Q (24925.170000 sec): 3 clusters
  Score: Raw -2182341.052695 + Penalty 3210.255132 = -2179130.797563
  nChanged 15
		SP:Iteration 45Q (24925.450000 sec): 3 clusters
  Score: Raw -2182346.669005 + Penalty 3210.255132 = -2179136.413873
  nChanged 11
		SP:Iteration 46Q (24925.700000 sec): 3 clusters
  Score: Raw -2182349.832745 + Penalty 3210.255132 = -2179139.577613
  nChanged 6
		SP:Iteration 47Q (24926.040000 sec): 3 clusters
  Score: Raw -2182351.813148 + Penalty 3210.255132 = -2179141.558015
  nChanged 11
		SP:Iteration 48Q (24926.320000 sec): 3 clusters
  Score: Raw -2182355.098073 + Penalty 3210.255132 = -2179144.842941
  nChanged 12
		SP:Iteration 49Q (24926.600000 sec): 3 clusters
  Score: Raw -2182358.999497 + Penalty 3210.255132 = -2179148.744365
  nChanged 11
		SP:Iteration 50Q (24926.900000 sec): 3 clusters
  Score: Raw -2182361.862252 + Penalty 3210.255132 = -2179151.607120
  nChanged 5
		SP:Iteration 51Q (24927.130000 sec): 3 clusters
  Score: Raw -2182363.811084 + Penalty 3210.255132 = -2179153.555952
  nChanged 7
		SP:Iteration 52Q (24927.380000 sec): 3 clusters
  Score: Raw -2182366.332613 + Penalty 3210.255132 = -2179156.077480
  nChanged 7
		SP:Iteration 53Q (24927.620000 sec): 3 clusters
  Score: Raw -2182369.765486 + Penalty 3210.255132 = -2179159.510354
  nChanged 14
		SP:Iteration 54Q (24927.930000 sec): 3 clusters
  Score: Raw -2182374.465580 + Penalty 3210.255132 = -2179164.210447
  nChanged 11
		SP:Iteration 55Q (24928.150000 sec): 3 clusters
  Score: Raw -2182379.057543 + Penalty 3210.255132 = -2179168.802410
  nChanged 14
		SP:Iteration 56Q (24928.420000 sec): 3 clusters
  Score: Raw -2182385.538503 + Penalty 3210.255132 = -2179175.283371
  nChanged 13
		SP:Iteration 57Q (24928.700000 sec): 3 clusters
  Score: Raw -2182390.119056 + Penalty 3210.255132 = -2179179.863924
  nChanged 8
		SP:Iteration 58Q (24929.020000 sec): 3 clusters
  Score: Raw -2182392.847426 + Penalty 3210.255132 = -2179182.592293
  nChanged 8
		SP:Iteration 59Q (24929.260000 sec): 3 clusters
  Score: Raw -2182396.226425 + Penalty 3210.255132 = -2179185.971293
  nChanged 11
		SP:Iteration 60F (24929.600000 sec): 3 clusters
  Score: Raw -2182399.502162 + Penalty 3210.255132 = -2179189.247029
  nChanged 4
		SP:Iteration 61Q (24929.860000 sec): 3 clusters
  Score: Raw -2182400.438311 + Penalty 3210.255132 = -2179190.183179
  nChanged 3
		SP:Iteration 62Q (24930.160000 sec): 3 clusters
  Score: Raw -2182402.330192 + Penalty 3210.255132 = -2179192.075060
  nChanged 8
		SP:Iteration 63Q (24930.450000 sec): 3 clusters
  Score: Raw -2182406.749809 + Penalty 3210.255132 = -2179196.494677
  nChanged 9
		SP:Iteration 64Q (24930.690000 sec): 3 clusters
  Score: Raw -2182411.317710 + Penalty 3210.255132 = -2179201.062578
  nChanged 10
		SP:Iteration 65Q (24931.040000 sec): 3 clusters
  Score: Raw -2182415.397579 + Penalty 3210.255132 = -2179205.142446
  nChanged 7
		SP:Iteration 66Q (24931.320000 sec): 3 clusters
  Score: Raw -2182418.352418 + Penalty 3210.255132 = -2179208.097285
  nChanged 5
		SP:Iteration 67Q (24931.610000 sec): 3 clusters
  Score: Raw -2182419.724126 + Penalty 3210.255132 = -2179209.468993
  nChanged 4
		SP:Iteration 68Q (24931.860000 sec): 3 clusters
  Score: Raw -2182421.168472 + Penalty 3210.255132 = -2179210.913340
  nChanged 3
		SP:Iteration 69Q (24932.140000 sec): 3 clusters
  Score: Raw -2182423.029906 + Penalty 3210.255132 = -2179212.774774
  nChanged 5
		SP:Iteration 70Q (24932.410000 sec): 3 clusters
  Score: Raw -2182425.208567 + Penalty 3210.255132 = -2179214.953435
  nChanged 5
		SP:Iteration 71Q (24932.630000 sec): 3 clusters
  Score: Raw -2182426.026835 + Penalty 3210.255132 = -2179215.771702
  nChanged 2
		SP:Iteration 72Q (24932.860000 sec): 3 clusters
  Score: Raw -2182426.823186 + Penalty 3210.255132 = -2179216.568054
  nChanged 0
		SP:Iteration 73F (24933.100000 sec): 3 clusters
  Score: Raw -2182426.823186 + Penalty 3210.255132 = -2179216.568054
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24933.240000 sec): 2 clusters
  Score: Raw -25110.109508 + Penalty 882.268665 = -24227.840843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24933.440000 sec): 3 clusters
  Score: Raw -25204.293914 + Penalty 1764.537329 = -23439.756584
  nChanged 33
		SP:Iteration 1F (24933.620000 sec): 3 clusters
  Score: Raw -25302.469237 + Penalty 1764.537329 = -23537.931908
  nChanged 10
		SP:Iteration 2Q (24933.850000 sec): 3 clusters
  Score: Raw -25339.141912 + Penalty 1764.537329 = -23574.604583
  nChanged 4
		SP:Iteration 3Q (24933.990000 sec): 3 clusters
  Score: Raw -25353.574650 + Penalty 1764.537329 = -23589.037321
  nChanged 2
		SP:Iteration 4Q (24934.190000 sec): 3 clusters
  Score: Raw -25366.218679 + Penalty 1764.537329 = -23601.681350
  nChanged 1
		SP:Iteration 5Q (24934.380000 sec): 3 clusters
  Score: Raw -25368.634482 + Penalty 1764.537329 = -23604.097153
  nChanged 0
		SP:Iteration 6F (24934.580000 sec): 3 clusters
  Score: Raw -25368.634482 + Penalty 1764.537329 = -23604.097153
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24934.680000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24934.880000 sec): 3 clusters
  Score: Raw -15039.414062 + Penalty 1641.203202 = -13398.210860
  nChanged 21
		SP:Iteration 1F (24935.070000 sec): 3 clusters
  Score: Raw -15139.988239 + Penalty 1641.203202 = -13498.785036
  nChanged 5
		SP:Iteration 2Q (24935.270000 sec): 3 clusters
  Score: Raw -15162.137859 + Penalty 1641.203202 = -13520.934657
  nChanged 2
		SP:Iteration 3Q (24935.500000 sec): 3 clusters
  Score: Raw -15171.864797 + Penalty 1641.203202 = -13530.661595
  nChanged 4
		SP:Iteration 4Q (24935.670000 sec): 3 clusters
  Score: Raw -15191.106180 + Penalty 1641.203202 = -13549.902977
  nChanged 3
		SP:Iteration 5Q (24935.840000 sec): 3 clusters
  Score: Raw -15205.226757 + Penalty 1641.203202 = -13564.023555
  nChanged 1
		SP:Iteration 6Q (24936.040000 sec): 3 clusters
  Score: Raw -15215.041151 + Penalty 1641.203202 = -13573.837949
  nChanged 1
		SP:Iteration 7Q (24936.250000 sec): 3 clusters
  Score: Raw -15228.370580 + Penalty 1641.203202 = -13587.167377
  nChanged 2
		SP:Iteration 8Q (24936.430000 sec): 3 clusters
  Score: Raw -15252.565841 + Penalty 1641.203202 = -13611.362639
  nChanged 1
		SP:Iteration 9Q (24936.620000 sec): 3 clusters
  Score: Raw -15277.929634 + Penalty 1641.203202 = -13636.726432
  nChanged 0
		SP:Iteration 10F (24936.780000 sec): 3 clusters
  Score: Raw -15277.929634 + Penalty 1641.203202 = -13636.726432
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (17613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24936.970000 sec): 2 clusters
  Score: Raw -2169000.089908 + Penalty 1588.663789 = -2167411.426119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24937.220000 sec): 3 clusters
  Score: Raw -2158413.699060 + Penalty 3177.327577 = -2155236.371483
  nChanged 7961
		SP:Iteration 1F (24937.500000 sec): 3 clusters
  Score: Raw -2162759.936507 + Penalty 3177.327577 = -2159582.608930
  nChanged 986
		SP:Iteration 2F (24937.780000 sec): 3 clusters
  Score: Raw -2163127.763346 + Penalty 3177.327577 = -2159950.435769
  nChanged 897
		SP:Iteration 3F (24938.000000 sec): 3 clusters
  Score: Raw -2163476.196130 + Penalty 3177.327577 = -2160298.868553
  nChanged 854
		SP:Iteration 4Q (24938.290000 sec): 3 clusters
  Score: Raw -2163827.422643 + Penalty 3177.327577 = -2160650.095066
  nChanged 855
		SP:Iteration 5Q (24938.590000 sec): 3 clusters
  Score: Raw -2164197.545619 + Penalty 3177.327577 = -2161020.218042
  nChanged 865
		SP:Iteration 6Q (24938.810000 sec): 3 clusters
  Score: Raw -2164593.249767 + Penalty 3177.327577 = -2161415.922190
  nChanged 856
		SP:Iteration 7Q (24939.110000 sec): 3 clusters
  Score: Raw -2165039.641602 + Penalty 3177.327577 = -2161862.314025
  nChanged 879
		SP:Iteration 8Q (24939.360000 sec): 3 clusters
  Score: Raw -2165544.351976 + Penalty 3177.327577 = -2162367.024399
  nChanged 873
		SP:Iteration 9Q (24939.610000 sec): 3 clusters
  Score: Raw -2166102.906790 + Penalty 3177.327577 = -2162925.579213
  nChanged 845
		SP:Iteration 10Q (24939.880000 sec): 3 clusters
  Score: Raw -2166707.907725 + Penalty 3177.327577 = -2163530.580148
  nChanged 812
		SP:Iteration 11Q (24940.170000 sec): 3 clusters
  Score: Raw -2167339.826614 + Penalty 3177.327577 = -2164162.499037
  nChanged 704
		SP:Iteration 12Q (24940.460000 sec): 3 clusters
  Score: Raw -2167894.736618 + Penalty 3177.327577 = -2164717.409041
  nChanged 579
		SP:Iteration 13Q (24940.720000 sec): 3 clusters
  Score: Raw -2168348.654679 + Penalty 3177.327577 = -2165171.327102
  nChanged 419
		SP:Iteration 14Q (24940.940000 sec): 3 clusters
  Score: Raw -2168658.672545 + Penalty 3177.327577 = -2165481.344968
  nChanged 300
		SP:Iteration 15Q (24941.190000 sec): 3 clusters
  Score: Raw -2168881.155711 + Penalty 3177.327577 = -2165703.828134
  nChanged 220
		SP:Iteration 16Q (24941.480000 sec): 3 clusters
  Score: Raw -2169027.011315 + Penalty 3177.327577 = -2165849.683738
  nChanged 132
		SP:Iteration 17Q (24941.730000 sec): 3 clusters
  Score: Raw -2169121.754061 + Penalty 3177.327577 = -2165944.426484
  nChanged 100
		SP:Iteration 18Q (24942.040000 sec): 3 clusters
  Score: Raw -2169185.256329 + Penalty 3177.327577 = -2166007.928752
  nChanged 61
		SP:Iteration 19Q (24942.300000 sec): 3 clusters
  Score: Raw -2169235.234502 + Penalty 3177.327577 = -2166057.906925
  nChanged 48
		SP:Iteration 20F (24942.640000 sec): 3 clusters
  Score: Raw -2169271.511811 + Penalty 3177.327577 = -2166094.184234
  nChanged 37
		SP:Iteration 21Q (24942.900000 sec): 3 clusters
  Score: Raw -2169289.784524 + Penalty 3177.327577 = -2166112.456947
  nChanged 29
		SP:Iteration 22Q (24943.170000 sec): 3 clusters
  Score: Raw -2169306.033003 + Penalty 3177.327577 = -2166128.705426
  nChanged 31
		SP:Iteration 23Q (24943.460000 sec): 3 clusters
  Score: Raw -2169323.966288 + Penalty 3177.327577 = -2166146.638711
  nChanged 30
		SP:Iteration 24Q (24943.770000 sec): 3 clusters
  Score: Raw -2169341.747965 + Penalty 3177.327577 = -2166164.420388
  nChanged 22
		SP:Iteration 25Q (24944.030000 sec): 3 clusters
  Score: Raw -2169354.226610 + Penalty 3177.327577 = -2166176.899033
  nChanged 23
		SP:Iteration 26Q (24944.320000 sec): 3 clusters
  Score: Raw -2169365.502088 + Penalty 3177.327577 = -2166188.174511
  nChanged 15
		SP:Iteration 27Q (24944.540000 sec): 3 clusters
  Score: Raw -2169370.589210 + Penalty 3177.327577 = -2166193.261633
  nChanged 7
		SP:Iteration 28Q (24944.750000 sec): 3 clusters
  Score: Raw -2169374.450229 + Penalty 3177.327577 = -2166197.122652
  nChanged 5
		SP:Iteration 29Q (24945.040000 sec): 3 clusters
  Score: Raw -2169377.074779 + Penalty 3177.327577 = -2166199.747202
  nChanged 8
		SP:Iteration 30Q (24945.220000 sec): 3 clusters
  Score: Raw -2169380.590836 + Penalty 3177.327577 = -2166203.263259
  nChanged 6
		SP:Iteration 31Q (24945.470000 sec): 3 clusters
  Score: Raw -2169382.806973 + Penalty 3177.327577 = -2166205.479396
  nChanged 5
		SP:Iteration 32Q (24945.700000 sec): 3 clusters
  Score: Raw -2169384.112332 + Penalty 3177.327577 = -2166206.784755
  nChanged 1
		SP:Iteration 33Q (24945.980000 sec): 3 clusters
  Score: Raw -2169384.436089 + Penalty 3177.327577 = -2166207.108512
  nChanged 0
		SP:Iteration 34F (24946.220000 sec): 3 clusters
  Score: Raw -2169384.436089 + Penalty 3177.327577 = -2166207.108512
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24946.330000 sec): 2 clusters
  Score: Raw -60382.625808 + Penalty 1025.361720 = -59357.264088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24946.510000 sec): 3 clusters
  Score: Raw -60319.633698 + Penalty 2050.723440 = -58268.910257
  nChanged 137
		SP:Iteration 1F (24946.750000 sec): 3 clusters
  Score: Raw -60530.160791 + Penalty 2050.723440 = -58479.437350
  nChanged 40
		SP:Iteration 2F (24946.920000 sec): 3 clusters
  Score: Raw -60595.185293 + Penalty 2050.723440 = -58544.461853
  nChanged 21
		SP:Iteration 3Q (24947.120000 sec): 3 clusters
  Score: Raw -60640.063190 + Penalty 2050.723440 = -58589.339750
  nChanged 14
		SP:Iteration 4Q (24947.360000 sec): 3 clusters
  Score: Raw -60666.920574 + Penalty 2050.723440 = -58616.197134
  nChanged 16
		SP:Iteration 5Q (24947.530000 sec): 3 clusters
  Score: Raw -60706.469732 + Penalty 2050.723440 = -58655.746292
  nChanged 13
		SP:Iteration 6Q (24947.700000 sec): 3 clusters
  Score: Raw -60749.677864 + Penalty 2050.723440 = -58698.954423
  nChanged 11
		SP:Iteration 7Q (24947.880000 sec): 3 clusters
  Score: Raw -60786.557270 + Penalty 2050.723440 = -58735.833830
  nChanged 9
		SP:Iteration 8Q (24948.070000 sec): 3 clusters
  Score: Raw -60805.944859 + Penalty 2050.723440 = -58755.221419
  nChanged 4
		SP:Iteration 9Q (24948.280000 sec): 3 clusters
  Score: Raw -60823.861063 + Penalty 2050.723440 = -58773.137623
  nChanged 6
		SP:Iteration 10Q (24948.460000 sec): 3 clusters
  Score: Raw -60858.071558 + Penalty 2050.723440 = -58807.348117
  nChanged 7
		SP:Iteration 11Q (24948.660000 sec): 3 clusters
  Score: Raw -60872.369739 + Penalty 2050.723440 = -58821.646299
  nChanged 5
		SP:Iteration 12Q (24948.890000 sec): 3 clusters
  Score: Raw -60882.870220 + Penalty 2050.723440 = -58832.146779
  nChanged 1
		SP:Iteration 13Q (24949.090000 sec): 3 clusters
  Score: Raw -60883.644116 + Penalty 2050.723440 = -58832.920675
  nChanged 1
		SP:Iteration 14Q (24949.270000 sec): 3 clusters
  Score: Raw -60884.230085 + Penalty 2050.723440 = -58833.506644
  nChanged 2
		SP:Iteration 15Q (24949.470000 sec): 3 clusters
  Score: Raw -60886.987047 + Penalty 2050.723440 = -58836.263606
  nChanged 2
		SP:Iteration 16Q (24949.670000 sec): 3 clusters
  Score: Raw -60889.577013 + Penalty 2050.723440 = -58838.853573
  nChanged 1
		SP:Iteration 17Q (24949.830000 sec): 3 clusters
  Score: Raw -60890.219831 + Penalty 2050.723440 = -58839.496391
  nChanged 0
		SP:Iteration 18F (24949.980000 sec): 3 clusters
  Score: Raw -60890.219831 + Penalty 2050.723440 = -58839.496391
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24950.110000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24950.310000 sec): 3 clusters
  Score: Raw -61017.800915 + Penalty 2026.820117 = -58990.980799
  nChanged 130
		SP:Iteration 1F (24950.490000 sec): 3 clusters
  Score: Raw -61204.373766 + Penalty 2026.820117 = -59177.553649
  nChanged 33
		SP:Iteration 2F (24950.660000 sec): 3 clusters
  Score: Raw -61261.113869 + Penalty 2026.820117 = -59234.293753
  nChanged 13
		SP:Iteration 3Q (24950.850000 sec): 3 clusters
  Score: Raw -61277.558694 + Penalty 2026.820117 = -59250.738577
  nChanged 8
		SP:Iteration 4Q (24951.080000 sec): 3 clusters
  Score: Raw -61285.898682 + Penalty 2026.820117 = -59259.078565
  nChanged 7
		SP:Iteration 5Q (24951.280000 sec): 3 clusters
  Score: Raw -61298.727009 + Penalty 2026.820117 = -59271.906893
  nChanged 5
		SP:Iteration 6Q (24951.460000 sec): 3 clusters
  Score: Raw -61308.717258 + Penalty 2026.820117 = -59281.897141
  nChanged 6
		SP:Iteration 7Q (24951.630000 sec): 3 clusters
  Score: Raw -61320.378839 + Penalty 2026.820117 = -59293.558722
  nChanged 7
		SP:Iteration 8Q (24951.820000 sec): 3 clusters
  Score: Raw -61330.164364 + Penalty 2026.820117 = -59303.344247
  nChanged 5
		SP:Iteration 9Q (24952.030000 sec): 3 clusters
  Score: Raw -61337.147655 + Penalty 2026.820117 = -59310.327538
  nChanged 4
		SP:Iteration 10Q (24952.240000 sec): 3 clusters
  Score: Raw -61341.543730 + Penalty 2026.820117 = -59314.723613
  nChanged 1
		SP:Iteration 11Q (24952.400000 sec): 3 clusters
  Score: Raw -61342.983316 + Penalty 2026.820117 = -59316.163200
  nChanged 0
		SP:Iteration 12F (24952.570000 sec): 3 clusters
  Score: Raw -61342.983316 + Penalty 2026.820117 = -59316.163200
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24952.890000 sec): 2 clusters
  Score: Raw -4841397.180847 + Penalty 1721.085520 = -4839676.095328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24953.310000 sec): 3 clusters
  Score: Raw -4816532.107815 + Penalty 3442.171039 = -4813089.936776
  nChanged 18439
		SP:Iteration 1F (24953.690000 sec): 3 clusters
  Score: Raw -4827045.738925 + Penalty 3442.171039 = -4823603.567886
  nChanged 1766
		SP:Iteration 2Q (24954.090000 sec): 3 clusters
  Score: Raw -4827647.795699 + Penalty 3442.171039 = -4824205.624660
  nChanged 1788
		SP:Iteration 3Q (24954.480000 sec): 3 clusters
  Score: Raw -4828323.527014 + Penalty 3442.171039 = -4824881.355975
  nChanged 1871
		SP:Iteration 4Q (24954.870000 sec): 3 clusters
  Score: Raw -4829114.320717 + Penalty 3442.171039 = -4825672.149677
  nChanged 1989
		SP:Iteration 5Q (24955.280000 sec): 3 clusters
  Score: Raw -4830147.914714 + Penalty 3442.171039 = -4826705.743675
  nChanged 2259
		SP:Iteration 6F (24955.600000 sec): 3 clusters
  Score: Raw -4831497.223533 + Penalty 3442.171039 = -4828055.052494
  nChanged 2412
		SP:Iteration 7F (24955.980000 sec): 3 clusters
  Score: Raw -4833147.381397 + Penalty 3442.171039 = -4829705.210358
  nChanged 2420
		SP:Iteration 8F (24956.350000 sec): 3 clusters
  Score: Raw -4834856.505488 + Penalty 3442.171039 = -4831414.334449
  nChanged 2145
		SP:Iteration 9F (24956.730000 sec): 3 clusters
  Score: Raw -4836379.482092 + Penalty 3442.171039 = -4832937.311053
  nChanged 1732
		SP:Iteration 10Q (24957.150000 sec): 3 clusters
  Score: Raw -4837558.630683 + Penalty 3442.171039 = -4834116.459644
  nChanged 1407
		SP:Iteration 11Q (24957.580000 sec): 3 clusters
  Score: Raw -4838441.056656 + Penalty 3442.171039 = -4834998.885617
  nChanged 1094
		SP:Iteration 12Q (24958.000000 sec): 3 clusters
  Score: Raw -4839114.561522 + Penalty 3442.171039 = -4835672.390483
  nChanged 878
		SP:Iteration 13Q (24958.400000 sec): 3 clusters
  Score: Raw -4839679.790800 + Penalty 3442.171039 = -4836237.619761
  nChanged 707
		SP:Iteration 14Q (24958.790000 sec): 3 clusters
  Score: Raw -4840156.582696 + Penalty 3442.171039 = -4836714.411657
  nChanged 541
		SP:Iteration 15Q (24959.230000 sec): 3 clusters
  Score: Raw -4840542.123838 + Penalty 3442.171039 = -4837099.952799
  nChanged 458
		SP:Iteration 16Q (24959.580000 sec): 3 clusters
  Score: Raw -4840876.585922 + Penalty 3442.171039 = -4837434.414883
  nChanged 396
		SP:Iteration 17Q (24959.950000 sec): 3 clusters
  Score: Raw -4841167.388497 + Penalty 3442.171039 = -4837725.217458
  nChanged 372
		SP:Iteration 18Q (24960.330000 sec): 3 clusters
  Score: Raw -4841444.814078 + Penalty 3442.171039 = -4838002.643039
  nChanged 319
		SP:Iteration 19Q (24960.720000 sec): 3 clusters
  Score: Raw -4841698.624521 + Penalty 3442.171039 = -4838256.453482
  nChanged 246
		SP:Iteration 20F (24961.120000 sec): 3 clusters
  Score: Raw -4841875.839344 + Penalty 3442.171039 = -4838433.668305
  nChanged 204
		SP:Iteration 21Q (24961.520000 sec): 3 clusters
  Score: Raw -4841979.607281 + Penalty 3442.171039 = -4838537.436242
  nChanged 154
		SP:Iteration 22Q (24961.880000 sec): 3 clusters
  Score: Raw -4842037.908952 + Penalty 3442.171039 = -4838595.737913
  nChanged 114
		SP:Iteration 23Q (24962.280000 sec): 3 clusters
  Score: Raw -4842076.515012 + Penalty 3442.171039 = -4838634.343973
  nChanged 95
		SP:Iteration 24Q (24962.670000 sec): 3 clusters
  Score: Raw -4842106.053617 + Penalty 3442.171039 = -4838663.882578
  nChanged 77
		SP:Iteration 25Q (24963.030000 sec): 3 clusters
  Score: Raw -4842128.732518 + Penalty 3442.171039 = -4838686.561479
  nChanged 63
		SP:Iteration 26Q (24963.460000 sec): 3 clusters
  Score: Raw -4842146.448963 + Penalty 3442.171039 = -4838704.277924
  nChanged 51
		SP:Iteration 27Q (24963.800000 sec): 3 clusters
  Score: Raw -4842160.671221 + Penalty 3442.171039 = -4838718.500182
  nChanged 34
		SP:Iteration 28Q (24964.230000 sec): 3 clusters
  Score: Raw -4842166.282909 + Penalty 3442.171039 = -4838724.111870
  nChanged 27
		SP:Iteration 29Q (24964.620000 sec): 3 clusters
  Score: Raw -4842170.328963 + Penalty 3442.171039 = -4838728.157924
  nChanged 22
		SP:Iteration 30Q (24964.990000 sec): 3 clusters
  Score: Raw -4842174.610554 + Penalty 3442.171039 = -4838732.439515
  nChanged 22
		SP:Iteration 31Q (24965.310000 sec): 3 clusters
  Score: Raw -4842178.812663 + Penalty 3442.171039 = -4838736.641624
  nChanged 23
		SP:Iteration 32Q (24965.660000 sec): 3 clusters
  Score: Raw -4842182.652744 + Penalty 3442.171039 = -4838740.481705
  nChanged 26
		SP:Iteration 33Q (24966.030000 sec): 3 clusters
  Score: Raw -4842187.135648 + Penalty 3442.171039 = -4838744.964609
  nChanged 21
		SP:Iteration 34Q (24966.370000 sec): 3 clusters
  Score: Raw -4842190.468246 + Penalty 3442.171039 = -4838748.297206
  nChanged 12
		SP:Iteration 35Q (24966.740000 sec): 3 clusters
  Score: Raw -4842192.081955 + Penalty 3442.171039 = -4838749.910916
  nChanged 11
		SP:Iteration 36Q (24967.140000 sec): 3 clusters
  Score: Raw -4842193.638237 + Penalty 3442.171039 = -4838751.467198
  nChanged 14
		SP:Iteration 37Q (24967.540000 sec): 3 clusters
  Score: Raw -4842195.412578 + Penalty 3442.171039 = -4838753.241539
  nChanged 11
		SP:Iteration 38Q (24967.930000 sec): 3 clusters
  Score: Raw -4842197.015727 + Penalty 3442.171039 = -4838754.844688
  nChanged 11
		SP:Iteration 39Q (24968.310000 sec): 3 clusters
  Score: Raw -4842198.798505 + Penalty 3442.171039 = -4838756.627465
  nChanged 12
		SP:Iteration 40F (24968.740000 sec): 3 clusters
  Score: Raw -4842200.901413 + Penalty 3442.171039 = -4838758.730374
  nChanged 14
		SP:Iteration 41Q (24969.100000 sec): 3 clusters
  Score: Raw -4842202.963577 + Penalty 3442.171039 = -4838760.792538
  nChanged 13
		SP:Iteration 42Q (24969.470000 sec): 3 clusters
  Score: Raw -4842205.222430 + Penalty 3442.171039 = -4838763.051391
  nChanged 13
		SP:Iteration 43Q (24969.800000 sec): 3 clusters
  Score: Raw -4842207.253752 + Penalty 3442.171039 = -4838765.082713
  nChanged 9
		SP:Iteration 44Q (24970.130000 sec): 3 clusters
  Score: Raw -4842208.644021 + Penalty 3442.171039 = -4838766.472982
  nChanged 4
		SP:Iteration 45Q (24970.470000 sec): 3 clusters
  Score: Raw -4842209.065412 + Penalty 3442.171039 = -4838766.894373
  nChanged 5
		SP:Iteration 46Q (24970.840000 sec): 3 clusters
  Score: Raw -4842209.455092 + Penalty 3442.171039 = -4838767.284053
  nChanged 4
		SP:Iteration 47Q (24971.150000 sec): 3 clusters
  Score: Raw -4842209.970431 + Penalty 3442.171039 = -4838767.799392
  nChanged 3
		SP:Iteration 48Q (24971.550000 sec): 3 clusters
  Score: Raw -4842210.497129 + Penalty 3442.171039 = -4838768.326090
  nChanged 5
		SP:Iteration 49Q (24971.890000 sec): 3 clusters
  Score: Raw -4842210.978330 + Penalty 3442.171039 = -4838768.807291
  nChanged 8
		SP:Iteration 50Q (24972.260000 sec): 3 clusters
  Score: Raw -4842212.305672 + Penalty 3442.171039 = -4838770.134633
  nChanged 10
		SP:Iteration 51Q (24972.630000 sec): 3 clusters
  Score: Raw -4842213.395386 + Penalty 3442.171039 = -4838771.224347
  nChanged 5
		SP:Iteration 52Q (24973.030000 sec): 3 clusters
  Score: Raw -4842214.241989 + Penalty 3442.171039 = -4838772.070950
  nChanged 4
		SP:Iteration 53Q (24973.450000 sec): 3 clusters
  Score: Raw -4842214.649100 + Penalty 3442.171039 = -4838772.478061
  nChanged 6
		SP:Iteration 54Q (24973.830000 sec): 3 clusters
  Score: Raw -4842215.616761 + Penalty 3442.171039 = -4838773.445722
  nChanged 5
		SP:Iteration 55Q (24974.170000 sec): 3 clusters
  Score: Raw -4842216.540496 + Penalty 3442.171039 = -4838774.369457
  nChanged 12
		SP:Iteration 56Q (24974.560000 sec): 3 clusters
  Score: Raw -4842218.539115 + Penalty 3442.171039 = -4838776.368076
  nChanged 7
		SP:Iteration 57Q (24974.930000 sec): 3 clusters
  Score: Raw -4842219.496514 + Penalty 3442.171039 = -4838777.325475
  nChanged 7
		SP:Iteration 58Q (24975.280000 sec): 3 clusters
  Score: Raw -4842220.647886 + Penalty 3442.171039 = -4838778.476847
  nChanged 9
		SP:Iteration 59Q (24975.660000 sec): 3 clusters
  Score: Raw -4842221.907331 + Penalty 3442.171039 = -4838779.736292
  nChanged 4
		SP:Iteration 60F (24976.080000 sec): 3 clusters
  Score: Raw -4842222.558592 + Penalty 3442.171039 = -4838780.387553
  nChanged 4
		SP:Iteration 61Q (24976.430000 sec): 3 clusters
  Score: Raw -4842223.056608 + Penalty 3442.171039 = -4838780.885569
  nChanged 2
		SP:Iteration 62Q (24976.800000 sec): 3 clusters
  Score: Raw -4842223.373639 + Penalty 3442.171039 = -4838781.202600
  nChanged 3
		SP:Iteration 63Q (24977.180000 sec): 3 clusters
  Score: Raw -4842223.851645 + Penalty 3442.171039 = -4838781.680606
  nChanged 2
		SP:Iteration 64Q (24977.520000 sec): 3 clusters
  Score: Raw -4842223.959858 + Penalty 3442.171039 = -4838781.788819
  nChanged 1
		SP:Iteration 65Q (24977.900000 sec): 3 clusters
  Score: Raw -4842224.137970 + Penalty 3442.171039 = -4838781.966931
  nChanged 1
		SP:Iteration 66Q (24978.250000 sec): 3 clusters
  Score: Raw -4842224.332153 + Penalty 3442.171039 = -4838782.161114
  nChanged 2
		SP:Iteration 67Q (24978.590000 sec): 3 clusters
  Score: Raw -4842224.703087 + Penalty 3442.171039 = -4838782.532048
  nChanged 3
		SP:Iteration 68Q (24978.940000 sec): 3 clusters
  Score: Raw -4842225.146215 + Penalty 3442.171039 = -4838782.975176
  nChanged 2
		SP:Iteration 69Q (24979.350000 sec): 3 clusters
  Score: Raw -4842225.450792 + Penalty 3442.171039 = -4838783.279753
  nChanged 1
		SP:Iteration 70Q (24979.720000 sec): 3 clusters
  Score: Raw -4842225.788977 + Penalty 3442.171039 = -4838783.617938
  nChanged 1
		SP:Iteration 71Q (24980.070000 sec): 3 clusters
  Score: Raw -4842225.855382 + Penalty 3442.171039 = -4838783.684343
  nChanged 0
		SP:Iteration 72F (24980.500000 sec): 3 clusters
  Score: Raw -4842225.855382 + Penalty 3442.171039 = -4838783.684343
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24980.640000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24980.800000 sec): 3 clusters
  Score: Raw -11356.640957 + Penalty 1547.706529 = -9808.934428
  nChanged 11
		SP:Iteration 1F (24980.970000 sec): 3 clusters
  Score: Raw -11395.518093 + Penalty 1547.706529 = -9847.811565
  nChanged 1
		SP:Iteration 2Q (24981.210000 sec): 3 clusters
  Score: Raw -11399.370523 + Penalty 1547.706529 = -9851.663994
  nChanged 0
		SP:Iteration 3F (24981.390000 sec): 3 clusters
  Score: Raw -11399.370523 + Penalty 1547.706529 = -9851.663994
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24981.580000 sec): 2 clusters
  Score: Raw -1690998.772997 + Penalty 1566.570371 = -1689432.202626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24981.860000 sec): 3 clusters
  Score: Raw -1681952.280542 + Penalty 3133.140741 = -1678819.139801
  nChanged 6896
		SP:Iteration 1F (24982.150000 sec): 3 clusters
  Score: Raw -1685820.825265 + Penalty 3133.140741 = -1682687.684524
  nChanged 989
		SP:Iteration 2F (24982.400000 sec): 3 clusters
  Score: Raw -1686374.187494 + Penalty 3133.140741 = -1683241.046753
  nChanged 964
		SP:Iteration 3F (24982.730000 sec): 3 clusters
  Score: Raw -1686957.103351 + Penalty 3133.140741 = -1683823.962610
  nChanged 918
		SP:Iteration 4F (24983.000000 sec): 3 clusters
  Score: Raw -1687490.609562 + Penalty 3133.140741 = -1684357.468821
  nChanged 876
		SP:Iteration 5F (24983.240000 sec): 3 clusters
  Score: Raw -1687955.061392 + Penalty 3133.140741 = -1684821.920651
  nChanged 758
		SP:Iteration 6Q (24983.520000 sec): 3 clusters
  Score: Raw -1688350.544961 + Penalty 3133.140741 = -1685217.404220
  nChanged 709
		SP:Iteration 7Q (24983.830000 sec): 3 clusters
  Score: Raw -1688684.874141 + Penalty 3133.140741 = -1685551.733399
  nChanged 628
		SP:Iteration 8Q (24984.150000 sec): 3 clusters
  Score: Raw -1689001.127243 + Penalty 3133.140741 = -1685867.986502
  nChanged 590
		SP:Iteration 9Q (24984.410000 sec): 3 clusters
  Score: Raw -1689364.392695 + Penalty 3133.140741 = -1686231.251954
  nChanged 586
		SP:Iteration 10Q (24984.650000 sec): 3 clusters
  Score: Raw -1689722.349468 + Penalty 3133.140741 = -1686589.208727
  nChanged 523
		SP:Iteration 11Q (24984.880000 sec): 3 clusters
  Score: Raw -1690028.616050 + Penalty 3133.140741 = -1686895.475309
  nChanged 439
		SP:Iteration 12Q (24985.150000 sec): 3 clusters
  Score: Raw -1690252.167402 + Penalty 3133.140741 = -1687119.026661
  nChanged 345
		SP:Iteration 13Q (24985.430000 sec): 3 clusters
  Score: Raw -1690413.339094 + Penalty 3133.140741 = -1687280.198353
  nChanged 332
		SP:Iteration 14Q (24985.730000 sec): 3 clusters
  Score: Raw -1690561.436166 + Penalty 3133.140741 = -1687428.295424
  nChanged 261
		SP:Iteration 15Q (24986.060000 sec): 3 clusters
  Score: Raw -1690669.716923 + Penalty 3133.140741 = -1687536.576182
  nChanged 221
		SP:Iteration 16Q (24986.300000 sec): 3 clusters
  Score: Raw -1690751.864953 + Penalty 3133.140741 = -1687618.724212
  nChanged 195
		SP:Iteration 17Q (24986.610000 sec): 3 clusters
  Score: Raw -1690818.357707 + Penalty 3133.140741 = -1687685.216966
  nChanged 172
		SP:Iteration 18Q (24986.890000 sec): 3 clusters
  Score: Raw -1690878.365700 + Penalty 3133.140741 = -1687745.224959
  nChanged 159
		SP:Iteration 19Q (24987.140000 sec): 3 clusters
  Score: Raw -1690931.715630 + Penalty 3133.140741 = -1687798.574889
  nChanged 147
		SP:Iteration 20F (24987.420000 sec): 3 clusters
  Score: Raw -1690977.813270 + Penalty 3133.140741 = -1687844.672528
  nChanged 134
		SP:Iteration 21Q (24987.670000 sec): 3 clusters
  Score: Raw -1691013.537243 + Penalty 3133.140741 = -1687880.396501
  nChanged 97
		SP:Iteration 22Q (24987.900000 sec): 3 clusters
  Score: Raw -1691035.882531 + Penalty 3133.140741 = -1687902.741789
  nChanged 84
		SP:Iteration 23Q (24988.190000 sec): 3 clusters
  Score: Raw -1691056.211777 + Penalty 3133.140741 = -1687923.071036
  nChanged 78
		SP:Iteration 24Q (24988.430000 sec): 3 clusters
  Score: Raw -1691077.909075 + Penalty 3133.140741 = -1687944.768334
  nChanged 75
		SP:Iteration 25Q (24988.690000 sec): 3 clusters
  Score: Raw -1691096.606644 + Penalty 3133.140741 = -1687963.465903
  nChanged 67
		SP:Iteration 26Q (24988.980000 sec): 3 clusters
  Score: Raw -1691111.853622 + Penalty 3133.140741 = -1687978.712880
  nChanged 51
		SP:Iteration 27Q (24989.210000 sec): 3 clusters
  Score: Raw -1691123.820841 + Penalty 3133.140741 = -1687990.680100
  nChanged 51
		SP:Iteration 28Q (24989.440000 sec): 3 clusters
  Score: Raw -1691139.470363 + Penalty 3133.140741 = -1688006.329621
  nChanged 71
		SP:Iteration 29Q (24989.700000 sec): 3 clusters
  Score: Raw -1691163.565940 + Penalty 3133.140741 = -1688030.425199
  nChanged 71
		SP:Iteration 30Q (24989.930000 sec): 3 clusters
  Score: Raw -1691179.448000 + Penalty 3133.140741 = -1688046.307259
  nChanged 49
		SP:Iteration 31Q (24990.180000 sec): 3 clusters
  Score: Raw -1691189.165875 + Penalty 3133.140741 = -1688056.025134
  nChanged 42
		SP:Iteration 32Q (24990.460000 sec): 3 clusters
  Score: Raw -1691197.804251 + Penalty 3133.140741 = -1688064.663510
  nChanged 50
		SP:Iteration 33Q (24990.670000 sec): 3 clusters
  Score: Raw -1691206.300875 + Penalty 3133.140741 = -1688073.160133
  nChanged 40
		SP:Iteration 34Q (24990.950000 sec): 3 clusters
  Score: Raw -1691214.506741 + Penalty 3133.140741 = -1688081.366000
  nChanged 33
		SP:Iteration 35Q (24991.180000 sec): 3 clusters
  Score: Raw -1691220.446924 + Penalty 3133.140741 = -1688087.306183
  nChanged 34
		SP:Iteration 36Q (24991.460000 sec): 3 clusters
  Score: Raw -1691226.513165 + Penalty 3133.140741 = -1688093.372424
  nChanged 29
		SP:Iteration 37Q (24991.680000 sec): 3 clusters
  Score: Raw -1691232.406041 + Penalty 3133.140741 = -1688099.265300
  nChanged 25
		SP:Iteration 38Q (24991.910000 sec): 3 clusters
  Score: Raw -1691237.304658 + Penalty 3133.140741 = -1688104.163917
  nChanged 27
		SP:Iteration 39Q (24992.190000 sec): 3 clusters
  Score: Raw -1691243.024189 + Penalty 3133.140741 = -1688109.883448
  nChanged 26
		SP:Iteration 40F (24992.430000 sec): 3 clusters
  Score: Raw -1691249.030300 + Penalty 3133.140741 = -1688115.889559
  nChanged 28
		SP:Iteration 41Q (24992.710000 sec): 3 clusters
  Score: Raw -1691256.078349 + Penalty 3133.140741 = -1688122.937608
  nChanged 30
		SP:Iteration 42Q (24992.940000 sec): 3 clusters
  Score: Raw -1691263.755433 + Penalty 3133.140741 = -1688130.614692
  nChanged 32
		SP:Iteration 43Q (24993.150000 sec): 3 clusters
  Score: Raw -1691273.355418 + Penalty 3133.140741 = -1688140.214677
  nChanged 34
		SP:Iteration 44Q (24993.400000 sec): 3 clusters
  Score: Raw -1691281.062463 + Penalty 3133.140741 = -1688147.921721
  nChanged 28
		SP:Iteration 45Q (24993.710000 sec): 3 clusters
  Score: Raw -1691287.740656 + Penalty 3133.140741 = -1688154.599915
  nChanged 28
		SP:Iteration 46Q (24993.950000 sec): 3 clusters
  Score: Raw -1691294.298432 + Penalty 3133.140741 = -1688161.157690
  nChanged 31
		SP:Iteration 47Q (24994.180000 sec): 3 clusters
  Score: Raw -1691302.814135 + Penalty 3133.140741 = -1688169.673394
  nChanged 47
		SP:Iteration 48Q (24994.460000 sec): 3 clusters
  Score: Raw -1691314.472210 + Penalty 3133.140741 = -1688181.331469
  nChanged 43
		SP:Iteration 49Q (24994.730000 sec): 3 clusters
  Score: Raw -1691326.381177 + Penalty 3133.140741 = -1688193.240436
  nChanged 49
		SP:Iteration 50Q (24995.020000 sec): 3 clusters
  Score: Raw -1691340.770109 + Penalty 3133.140741 = -1688207.629367
  nChanged 53
		SP:Iteration 51Q (24995.240000 sec): 3 clusters
  Score: Raw -1691357.781890 + Penalty 3133.140741 = -1688224.641149
  nChanged 49
		SP:Iteration 52Q (24995.470000 sec): 3 clusters
  Score: Raw -1691373.895870 + Penalty 3133.140741 = -1688240.755129
  nChanged 49
		SP:Iteration 53Q (24995.740000 sec): 3 clusters
  Score: Raw -1691392.988970 + Penalty 3133.140741 = -1688259.848228
  nChanged 51
		SP:Iteration 54Q (24995.960000 sec): 3 clusters
  Score: Raw -1691405.938134 + Penalty 3133.140741 = -1688272.797392
  nChanged 40
		SP:Iteration 55Q (24996.220000 sec): 3 clusters
  Score: Raw -1691414.193459 + Penalty 3133.140741 = -1688281.052718
  nChanged 27
		SP:Iteration 56Q (24996.480000 sec): 3 clusters
  Score: Raw -1691419.545592 + Penalty 3133.140741 = -1688286.404851
  nChanged 23
		SP:Iteration 57Q (24996.670000 sec): 3 clusters
  Score: Raw -1691424.705482 + Penalty 3133.140741 = -1688291.564741
  nChanged 26
		SP:Iteration 58Q (24996.940000 sec): 3 clusters
  Score: Raw -1691430.495512 + Penalty 3133.140741 = -1688297.354771
  nChanged 20
		SP:Iteration 59Q (24997.200000 sec): 3 clusters
  Score: Raw -1691435.291738 + Penalty 3133.140741 = -1688302.150997
  nChanged 23
		SP:Iteration 60F (24997.440000 sec): 3 clusters
  Score: Raw -1691439.695548 + Penalty 3133.140741 = -1688306.554806
  nChanged 18
		SP:Iteration 61Q (24997.620000 sec): 3 clusters
  Score: Raw -1691443.103393 + Penalty 3133.140741 = -1688309.962652
  nChanged 19
		SP:Iteration 62Q (24997.840000 sec): 3 clusters
  Score: Raw -1691448.009852 + Penalty 3133.140741 = -1688314.869110
  nChanged 25
		SP:Iteration 63Q (24998.150000 sec): 3 clusters
  Score: Raw -1691453.635147 + Penalty 3133.140741 = -1688320.494406
  nChanged 29
		SP:Iteration 64Q (24998.420000 sec): 3 clusters
  Score: Raw -1691461.636663 + Penalty 3133.140741 = -1688328.495922
  nChanged 27
		SP:Iteration 65Q (24998.630000 sec): 3 clusters
  Score: Raw -1691468.162956 + Penalty 3133.140741 = -1688335.022215
  nChanged 32
		SP:Iteration 66Q (24998.890000 sec): 3 clusters
  Score: Raw -1691474.940325 + Penalty 3133.140741 = -1688341.799584
  nChanged 22
		SP:Iteration 67Q (24999.170000 sec): 3 clusters
  Score: Raw -1691478.360128 + Penalty 3133.140741 = -1688345.219387
  nChanged 17
		SP:Iteration 68Q (24999.420000 sec): 3 clusters
  Score: Raw -1691482.021849 + Penalty 3133.140741 = -1688348.881107
  nChanged 10
		SP:Iteration 69Q (24999.690000 sec): 3 clusters
  Score: Raw -1691483.164689 + Penalty 3133.140741 = -1688350.023948
  nChanged 3
		SP:Iteration 70Q (24999.950000 sec): 3 clusters
  Score: Raw -1691483.547214 + Penalty 3133.140741 = -1688350.406473
  nChanged 2
		SP:Iteration 71Q (25000.200000 sec): 3 clusters
  Score: Raw -1691483.924704 + Penalty 3133.140741 = -1688350.783963
  nChanged 3
		SP:Iteration 72Q (25000.400000 sec): 3 clusters
  Score: Raw -1691484.250890 + Penalty 3133.140741 = -1688351.110149
  nChanged 2
		SP:Iteration 73Q (25000.640000 sec): 3 clusters
  Score: Raw -1691484.596858 + Penalty 3133.140741 = -1688351.456117
  nChanged 2
		SP:Iteration 74Q (25000.880000 sec): 3 clusters
  Score: Raw -1691485.099293 + Penalty 3133.140741 = -1688351.958552
  nChanged 3
		SP:Iteration 75Q (25001.080000 sec): 3 clusters
  Score: Raw -1691486.012396 + Penalty 3133.140741 = -1688352.871655
  nChanged 7
		SP:Iteration 76Q (25001.360000 sec): 3 clusters
  Score: Raw -1691487.595338 + Penalty 3133.140741 = -1688354.454596
  nChanged 7
		SP:Iteration 77Q (25001.610000 sec): 3 clusters
  Score: Raw -1691488.518590 + Penalty 3133.140741 = -1688355.377849
  nChanged 4
		SP:Iteration 78Q (25001.890000 sec): 3 clusters
  Score: Raw -1691489.362035 + Penalty 3133.140741 = -1688356.221294
  nChanged 3
		SP:Iteration 79Q (25002.130000 sec): 3 clusters
  Score: Raw -1691489.617998 + Penalty 3133.140741 = -1688356.477257
  nChanged 3
		SP:Iteration 80F (25002.400000 sec): 3 clusters
  Score: Raw -1691489.958514 + Penalty 3133.140741 = -1688356.817773
  nChanged 3
		SP:Iteration 81Q (25002.650000 sec): 3 clusters
  Score: Raw -1691490.666953 + Penalty 3133.140741 = -1688357.526211
  nChanged 4
		SP:Iteration 82Q (25002.950000 sec): 3 clusters
  Score: Raw -1691491.494811 + Penalty 3133.140741 = -1688358.354070
  nChanged 4
		SP:Iteration 83Q (25003.230000 sec): 3 clusters
  Score: Raw -1691491.927114 + Penalty 3133.140741 = -1688358.786373
  nChanged 2
		SP:Iteration 84Q (25003.480000 sec): 3 clusters
  Score: Raw -1691492.048067 + Penalty 3133.140741 = -1688358.907326
  nChanged 3
		SP:Iteration 85Q (25003.720000 sec): 3 clusters
  Score: Raw -1691492.463688 + Penalty 3133.140741 = -1688359.322947
  nChanged 3
		SP:Iteration 86Q (25003.960000 sec): 3 clusters
  Score: Raw -1691492.949630 + Penalty 3133.140741 = -1688359.808889
  nChanged 2
		SP:Iteration 87Q (25004.190000 sec): 3 clusters
  Score: Raw -1691493.178456 + Penalty 3133.140741 = -1688360.037715
  nChanged 3
		SP:Iteration 88Q (25004.550000 sec): 3 clusters
  Score: Raw -1691493.580072 + Penalty 3133.140741 = -1688360.439331
  nChanged 3
		SP:Iteration 89Q (25004.810000 sec): 3 clusters
  Score: Raw -1691493.898640 + Penalty 3133.140741 = -1688360.757899
  nChanged 4
		SP:Iteration 90Q (25005.030000 sec): 3 clusters
  Score: Raw -1691494.577933 + Penalty 3133.140741 = -1688361.437192
  nChanged 5
		SP:Iteration 91Q (25005.300000 sec): 3 clusters
  Score: Raw -1691495.105550 + Penalty 3133.140741 = -1688361.964809
  nChanged 6
		SP:Iteration 92Q (25005.570000 sec): 3 clusters
  Score: Raw -1691496.243719 + Penalty 3133.140741 = -1688363.102977
  nChanged 9
		SP:Iteration 93Q (25005.800000 sec): 3 clusters
  Score: Raw -1691497.593182 + Penalty 3133.140741 = -1688364.452441
  nChanged 7
		SP:Iteration 94Q (25006.070000 sec): 3 clusters
  Score: Raw -1691498.509885 + Penalty 3133.140741 = -1688365.369144
  nChanged 7
		SP:Iteration 95Q (25006.340000 sec): 3 clusters
  Score: Raw -1691499.419515 + Penalty 3133.140741 = -1688366.278773
  nChanged 7
		SP:Iteration 96Q (25006.570000 sec): 3 clusters
  Score: Raw -1691500.295442 + Penalty 3133.140741 = -1688367.154701
  nChanged 5
		SP:Iteration 97Q (25006.870000 sec): 3 clusters
  Score: Raw -1691501.084427 + Penalty 3133.140741 = -1688367.943686
  nChanged 4
		SP:Iteration 98Q (25007.100000 sec): 3 clusters
  Score: Raw -1691501.558251 + Penalty 3133.140741 = -1688368.417510
  nChanged 2
		SP:Iteration 99Q (25007.340000 sec): 3 clusters
  Score: Raw -1691501.813103 + Penalty 3133.140741 = -1688368.672362
  nChanged 4
		SP:Iteration 100F (25007.580000 sec): 3 clusters
  Score: Raw -1691502.467869 + Penalty 3133.140741 = -1688369.327127
  nChanged 3
		SP:Iteration 101Q (25007.850000 sec): 3 clusters
  Score: Raw -1691502.819565 + Penalty 3133.140741 = -1688369.678824
  nChanged 2
		SP:Iteration 102Q (25008.150000 sec): 3 clusters
  Score: Raw -1691503.166944 + Penalty 3133.140741 = -1688370.026203
  nChanged 2
		SP:Iteration 103Q (25008.390000 sec): 3 clusters
  Score: Raw -1691503.633739 + Penalty 3133.140741 = -1688370.492998
  nChanged 5
		SP:Iteration 104Q (25008.640000 sec): 3 clusters
  Score: Raw -1691504.412826 + Penalty 3133.140741 = -1688371.272085
  nChanged 4
		SP:Iteration 105Q (25008.910000 sec): 3 clusters
  Score: Raw -1691504.786873 + Penalty 3133.140741 = -1688371.646132
  nChanged 2
		SP:Iteration 106Q (25009.250000 sec): 3 clusters
  Score: Raw -1691504.943092 + Penalty 3133.140741 = -1688371.802351
  nChanged 2
		SP:Iteration 107Q (25009.520000 sec): 3 clusters
  Score: Raw -1691505.374716 + Penalty 3133.140741 = -1688372.233975
  nChanged 3
		SP:Iteration 108Q (25009.770000 sec): 3 clusters
  Score: Raw -1691505.727090 + Penalty 3133.140741 = -1688372.586349
  nChanged 4
		SP:Iteration 109Q (25009.990000 sec): 3 clusters
  Score: Raw -1691506.250822 + Penalty 3133.140741 = -1688373.110081
  nChanged 4
		SP:Iteration 110Q (25010.260000 sec): 3 clusters
  Score: Raw -1691506.782541 + Penalty 3133.140741 = -1688373.641800
  nChanged 2
		SP:Iteration 111Q (25010.490000 sec): 3 clusters
  Score: Raw -1691506.888429 + Penalty 3133.140741 = -1688373.747688
  nChanged 1
		SP:Iteration 112Q (25010.700000 sec): 3 clusters
  Score: Raw -1691506.994578 + Penalty 3133.140741 = -1688373.853836
  nChanged 2
		SP:Iteration 113Q (25011.000000 sec): 3 clusters
  Score: Raw -1691507.370311 + Penalty 3133.140741 = -1688374.229569
  nChanged 5
		SP:Iteration 114Q (25011.230000 sec): 3 clusters
  Score: Raw -1691508.017907 + Penalty 3133.140741 = -1688374.877166
  nChanged 4
		SP:Iteration 115Q (25011.510000 sec): 3 clusters
  Score: Raw -1691508.572060 + Penalty 3133.140741 = -1688375.431319
  nChanged 4
		SP:Iteration 116Q (25011.680000 sec): 3 clusters
  Score: Raw -1691509.061018 + Penalty 3133.140741 = -1688375.920277
  nChanged 5
		SP:Iteration 117Q (25011.950000 sec): 3 clusters
  Score: Raw -1691509.559474 + Penalty 3133.140741 = -1688376.418732
  nChanged 4
		SP:Iteration 118Q (25012.220000 sec): 3 clusters
  Score: Raw -1691509.948211 + Penalty 3133.140741 = -1688376.807470
  nChanged 2
		SP:Iteration 119Q (25012.510000 sec): 3 clusters
  Score: Raw -1691510.323264 + Penalty 3133.140741 = -1688377.182522
  nChanged 1
		SP:Iteration 120F (25012.780000 sec): 3 clusters
  Score: Raw -1691510.387217 + Penalty 3133.140741 = -1688377.246476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25012.890000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25013.050000 sec): 3 clusters
  Score: Raw -68825.918453 + Penalty 2068.543996 = -66757.374457
  nChanged 150
		SP:Iteration 1F (25013.210000 sec): 3 clusters
  Score: Raw -69092.650598 + Penalty 2068.543996 = -67024.106602
  nChanged 40
		SP:Iteration 2F (25013.380000 sec): 3 clusters
  Score: Raw -69220.867764 + Penalty 2068.543996 = -67152.323768
  nChanged 29
		SP:Iteration 3Q (25013.550000 sec): 3 clusters
  Score: Raw -69279.143019 + Penalty 2068.543996 = -67210.599023
  nChanged 21
		SP:Iteration 4Q (25013.720000 sec): 3 clusters
  Score: Raw -69314.648918 + Penalty 2068.543996 = -67246.104922
  nChanged 13
		SP:Iteration 5Q (25013.870000 sec): 3 clusters
  Score: Raw -69336.537110 + Penalty 2068.543996 = -67267.993114
  nChanged 10
		SP:Iteration 6Q (25014.070000 sec): 3 clusters
  Score: Raw -69354.214017 + Penalty 2068.543996 = -67285.670021
  nChanged 13
		SP:Iteration 7Q (25014.240000 sec): 3 clusters
  Score: Raw -69395.255007 + Penalty 2068.543996 = -67326.711011
  nChanged 7
		SP:Iteration 8Q (25014.410000 sec): 3 clusters
  Score: Raw -69414.466111 + Penalty 2068.543996 = -67345.922115
  nChanged 9
		SP:Iteration 9Q (25014.580000 sec): 3 clusters
  Score: Raw -69444.885128 + Penalty 2068.543996 = -67376.341132
  nChanged 10
		SP:Iteration 10Q (25014.750000 sec): 3 clusters
  Score: Raw -69543.153121 + Penalty 2068.543996 = -67474.609125
  nChanged 14
		SP:Iteration 11Q (25014.920000 sec): 3 clusters
  Score: Raw -69639.540173 + Penalty 2068.543996 = -67570.996177
  nChanged 3
		SP:Iteration 12Q (25015.100000 sec): 3 clusters
  Score: Raw -69643.183663 + Penalty 2068.543996 = -67574.639667
  nChanged 1
		SP:Iteration 13Q (25015.240000 sec): 3 clusters
  Score: Raw -69644.445721 + Penalty 2068.543996 = -67575.901725
  nChanged 0
		SP:Iteration 14F (25015.400000 sec): 3 clusters
  Score: Raw -69644.445721 + Penalty 2068.543996 = -67575.901725
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (3676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25015.520000 sec): 2 clusters
  Score: Raw -407968.475934 + Penalty 1334.056829 = -406634.419105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25015.750000 sec): 3 clusters
  Score: Raw -406161.595281 + Penalty 2668.113657 = -403493.481624
  nChanged 1473
		SP:Iteration 1F (25015.900000 sec): 3 clusters
  Score: Raw -407035.361099 + Penalty 2668.113657 = -404367.247442
  nChanged 282
		SP:Iteration 2F (25016.100000 sec): 3 clusters
  Score: Raw -407235.552498 + Penalty 2668.113657 = -404567.438841
  nChanged 207
		SP:Iteration 3F (25016.260000 sec): 3 clusters
  Score: Raw -407362.615709 + Penalty 2668.113657 = -404694.502052
  nChanged 165
		SP:Iteration 4Q (25016.420000 sec): 3 clusters
  Score: Raw -407454.884653 + Penalty 2668.113657 = -404786.770996
  nChanged 125
		SP:Iteration 5Q (25016.660000 sec): 3 clusters
  Score: Raw -407523.448967 + Penalty 2668.113657 = -404855.335310
  nChanged 91
		SP:Iteration 6Q (25016.860000 sec): 3 clusters
  Score: Raw -407564.963057 + Penalty 2668.113657 = -404896.849399
  nChanged 86
		SP:Iteration 7Q (25017.120000 sec): 3 clusters
  Score: Raw -407607.272735 + Penalty 2668.113657 = -404939.159077
  nChanged 91
		SP:Iteration 8Q (25017.280000 sec): 3 clusters
  Score: Raw -407651.277069 + Penalty 2668.113657 = -404983.163412
  nChanged 88
		SP:Iteration 9Q (25017.450000 sec): 3 clusters
  Score: Raw -407693.591043 + Penalty 2668.113657 = -405025.477386
  nChanged 100
		SP:Iteration 10Q (25017.640000 sec): 3 clusters
  Score: Raw -407746.827952 + Penalty 2668.113657 = -405078.714295
  nChanged 93
		SP:Iteration 11Q (25017.880000 sec): 3 clusters
  Score: Raw -407796.629605 + Penalty 2668.113657 = -405128.515948
  nChanged 99
		SP:Iteration 12Q (25018.080000 sec): 3 clusters
  Score: Raw -407853.296584 + Penalty 2668.113657 = -405185.182927
  nChanged 96
		SP:Iteration 13Q (25018.300000 sec): 3 clusters
  Score: Raw -407911.052375 + Penalty 2668.113657 = -405242.938718
  nChanged 89
		SP:Iteration 14Q (25018.480000 sec): 3 clusters
  Score: Raw -407967.662529 + Penalty 2668.113657 = -405299.548871
  nChanged 73
		SP:Iteration 15Q (25018.660000 sec): 3 clusters
  Score: Raw -408021.527583 + Penalty 2668.113657 = -405353.413926
  nChanged 60
		SP:Iteration 16Q (25018.840000 sec): 3 clusters
  Score: Raw -408060.742923 + Penalty 2668.113657 = -405392.629265
  nChanged 54
		SP:Iteration 17Q (25019.030000 sec): 3 clusters
  Score: Raw -408091.844845 + Penalty 2668.113657 = -405423.731188
  nChanged 38
		SP:Iteration 18Q (25019.180000 sec): 3 clusters
  Score: Raw -408114.901127 + Penalty 2668.113657 = -405446.787470
  nChanged 36
		SP:Iteration 19Q (25019.380000 sec): 3 clusters
  Score: Raw -408134.412504 + Penalty 2668.113657 = -405466.298847
  nChanged 18
		SP:Iteration 20F (25019.570000 sec): 3 clusters
  Score: Raw -408143.936922 + Penalty 2668.113657 = -405475.823265
  nChanged 24
		SP:Iteration 21Q (25019.720000 sec): 3 clusters
  Score: Raw -408154.555812 + Penalty 2668.113657 = -405486.442155
  nChanged 14
		SP:Iteration 22Q (25019.890000 sec): 3 clusters
  Score: Raw -408161.564112 + Penalty 2668.113657 = -405493.450455
  nChanged 20
		SP:Iteration 23Q (25020.050000 sec): 3 clusters
  Score: Raw -408174.456213 + Penalty 2668.113657 = -405506.342556
  nChanged 21
		SP:Iteration 24Q (25020.210000 sec): 3 clusters
  Score: Raw -408184.170072 + Penalty 2668.113657 = -405516.056415
  nChanged 13
		SP:Iteration 25Q (25020.410000 sec): 3 clusters
  Score: Raw -408190.128547 + Penalty 2668.113657 = -405522.014890
  nChanged 12
		SP:Iteration 26Q (25020.560000 sec): 3 clusters
  Score: Raw -408196.303658 + Penalty 2668.113657 = -405528.190001
  nChanged 14
		SP:Iteration 27Q (25020.760000 sec): 3 clusters
  Score: Raw -408201.576246 + Penalty 2668.113657 = -405533.462588
  nChanged 9
		SP:Iteration 28Q (25020.920000 sec): 3 clusters
  Score: Raw -408208.364611 + Penalty 2668.113657 = -405540.250954
  nChanged 11
		SP:Iteration 29Q (25021.110000 sec): 3 clusters
  Score: Raw -408213.494798 + Penalty 2668.113657 = -405545.381141
  nChanged 14
		SP:Iteration 30Q (25021.260000 sec): 3 clusters
  Score: Raw -408221.984857 + Penalty 2668.113657 = -405553.871200
  nChanged 8
		SP:Iteration 31Q (25021.460000 sec): 3 clusters
  Score: Raw -408225.089338 + Penalty 2668.113657 = -405556.975680
  nChanged 8
		SP:Iteration 32Q (25021.620000 sec): 3 clusters
  Score: Raw -408227.988806 + Penalty 2668.113657 = -405559.875148
  nChanged 8
		SP:Iteration 33Q (25021.780000 sec): 3 clusters
  Score: Raw -408231.368685 + Penalty 2668.113657 = -405563.255028
  nChanged 3
		SP:Iteration 34Q (25022.030000 sec): 3 clusters
  Score: Raw -408232.870184 + Penalty 2668.113657 = -405564.756527
  nChanged 2
		SP:Iteration 35Q (25022.230000 sec): 3 clusters
  Score: Raw -408233.841813 + Penalty 2668.113657 = -405565.728156
  nChanged 4
		SP:Iteration 36Q (25022.370000 sec): 3 clusters
  Score: Raw -408235.080291 + Penalty 2668.113657 = -405566.966634
  nChanged 3
		SP:Iteration 37Q (25022.590000 sec): 3 clusters
  Score: Raw -408235.800923 + Penalty 2668.113657 = -405567.687266
  nChanged 2
		SP:Iteration 38Q (25022.760000 sec): 3 clusters
  Score: Raw -408236.908723 + Penalty 2668.113657 = -405568.795066
  nChanged 3
		SP:Iteration 39Q (25022.950000 sec): 3 clusters
  Score: Raw -408238.642224 + Penalty 2668.113657 = -405570.528567
  nChanged 4
		SP:Iteration 40F (25023.170000 sec): 3 clusters
  Score: Raw -408240.685952 + Penalty 2668.113657 = -405572.572295
  nChanged 6
		SP:Iteration 41Q (25023.360000 sec): 3 clusters
  Score: Raw -408244.530217 + Penalty 2668.113657 = -405576.416560
  nChanged 4
		SP:Iteration 42Q (25023.540000 sec): 3 clusters
  Score: Raw -408246.598050 + Penalty 2668.113657 = -405578.484393
  nChanged 4
		SP:Iteration 43Q (25023.810000 sec): 3 clusters
  Score: Raw -408248.426678 + Penalty 2668.113657 = -405580.313020
  nChanged 6
		SP:Iteration 44Q (25024.050000 sec): 3 clusters
  Score: Raw -408252.836941 + Penalty 2668.113657 = -405584.723284
  nChanged 4
		SP:Iteration 45Q (25024.220000 sec): 3 clusters
  Score: Raw -408256.206015 + Penalty 2668.113657 = -405588.092357
  nChanged 5
		SP:Iteration 46Q (25024.440000 sec): 3 clusters
  Score: Raw -408259.455132 + Penalty 2668.113657 = -405591.341475
  nChanged 7
		SP:Iteration 47Q (25024.660000 sec): 3 clusters
  Score: Raw -408265.776863 + Penalty 2668.113657 = -405597.663206
  nChanged 6
		SP:Iteration 48Q (25024.840000 sec): 3 clusters
  Score: Raw -408269.251869 + Penalty 2668.113657 = -405601.138212
  nChanged 2
		SP:Iteration 49Q (25025.020000 sec): 3 clusters
  Score: Raw -408270.636363 + Penalty 2668.113657 = -405602.522706
  nChanged 3
		SP:Iteration 50Q (25025.250000 sec): 3 clusters
  Score: Raw -408272.203683 + Penalty 2668.113657 = -405604.090026
  nChanged 6
		SP:Iteration 51Q (25025.450000 sec): 3 clusters
  Score: Raw -408275.127934 + Penalty 2668.113657 = -405607.014276
  nChanged 5
		SP:Iteration 52Q (25025.660000 sec): 3 clusters
  Score: Raw -408279.237923 + Penalty 2668.113657 = -405611.124266
  nChanged 2
		SP:Iteration 53Q (25025.850000 sec): 3 clusters
  Score: Raw -408279.957142 + Penalty 2668.113657 = -405611.843484
  nChanged 0
		SP:Iteration 54F (25026.050000 sec): 3 clusters
  Score: Raw -408279.957142 + Penalty 2668.113657 = -405611.843484
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (108767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25026.750000 sec): 2 clusters
  Score: Raw -12328434.570221 + Penalty 1884.506530 = -12326550.063691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25027.550000 sec): 3 clusters
  Score: Raw -12257467.074559 + Penalty 3769.013059 = -12253698.061500
  nChanged 51944
		SP:Iteration 1F (25028.250000 sec): 3 clusters
  Score: Raw -12288352.339252 + Penalty 3769.013059 = -12284583.326193
  nChanged 4410
		SP:Iteration 2Q (25028.980000 sec): 3 clusters
  Score: Raw -12289741.892017 + Penalty 3769.013059 = -12285972.878958
  nChanged 4571
		SP:Iteration 3Q (25029.690000 sec): 3 clusters
  Score: Raw -12291443.375423 + Penalty 3769.013059 = -12287674.362364
  nChanged 4986
		SP:Iteration 4Q (25030.460000 sec): 3 clusters
  Score: Raw -12293591.912280 + Penalty 3769.013059 = -12289822.899221
  nChanged 5641
		SP:Iteration 5F (25031.170000 sec): 3 clusters
  Score: Raw -12296377.677844 + Penalty 3769.013059 = -12292608.664785
  nChanged 6141
		SP:Iteration 6F (25031.880000 sec): 3 clusters
  Score: Raw -12299906.054357 + Penalty 3769.013059 = -12296137.041298
  nChanged 6577
		SP:Iteration 7F (25032.530000 sec): 3 clusters
  Score: Raw -12304179.234885 + Penalty 3769.013059 = -12300410.221826
  nChanged 6417
		SP:Iteration 8F (25033.320000 sec): 3 clusters
  Score: Raw -12308667.221713 + Penalty 3769.013059 = -12304898.208654
  nChanged 5837
		SP:Iteration 9F (25034.090000 sec): 3 clusters
  Score: Raw -12312550.990074 + Penalty 3769.013059 = -12308781.977015
  nChanged 4644
		SP:Iteration 10Q (25034.840000 sec): 3 clusters
  Score: Raw -12314956.930387 + Penalty 3769.013059 = -12311187.917328
  nChanged 3236
		SP:Iteration 11Q (25035.590000 sec): 3 clusters
  Score: Raw -12316267.316927 + Penalty 3769.013059 = -12312498.303868
  nChanged 2472
		SP:Iteration 12Q (25036.330000 sec): 3 clusters
  Score: Raw -12317116.753662 + Penalty 3769.013059 = -12313347.740603
  nChanged 2076
		SP:Iteration 13Q (25037.050000 sec): 3 clusters
  Score: Raw -12317823.370628 + Penalty 3769.013059 = -12314054.357569
  nChanged 1985
		SP:Iteration 14Q (25037.750000 sec): 3 clusters
  Score: Raw -12318539.995312 + Penalty 3769.013059 = -12314770.982253
  nChanged 1948
		SP:Iteration 15Q (25038.440000 sec): 3 clusters
  Score: Raw -12319232.064283 + Penalty 3769.013059 = -12315463.051224
  nChanged 1897
		SP:Iteration 16Q (25039.100000 sec): 3 clusters
  Score: Raw -12319909.483981 + Penalty 3769.013059 = -12316140.470922
  nChanged 1831
		SP:Iteration 17Q (25039.770000 sec): 3 clusters
  Score: Raw -12320608.901920 + Penalty 3769.013059 = -12316839.888861
  nChanged 1886
		SP:Iteration 18Q (25040.450000 sec): 3 clusters
  Score: Raw -12321389.720612 + Penalty 3769.013059 = -12317620.707553
  nChanged 1869
		SP:Iteration 19Q (25041.020000 sec): 3 clusters
  Score: Raw -12322211.157958 + Penalty 3769.013059 = -12318442.144899
  nChanged 1818
		SP:Iteration 20F (25041.670000 sec): 3 clusters
  Score: Raw -12323071.413915 + Penalty 3769.013059 = -12319302.400856
  nChanged 1763
		SP:Iteration 21Q (25042.320000 sec): 3 clusters
  Score: Raw -12323972.205425 + Penalty 3769.013059 = -12320203.192366
  nChanged 1651
		SP:Iteration 22Q (25042.960000 sec): 3 clusters
  Score: Raw -12324820.760714 + Penalty 3769.013059 = -12321051.747654
  nChanged 1454
		SP:Iteration 23Q (25043.600000 sec): 3 clusters
  Score: Raw -12325590.389638 + Penalty 3769.013059 = -12321821.376579
  nChanged 1262
		SP:Iteration 24Q (25044.160000 sec): 3 clusters
  Score: Raw -12326257.414134 + Penalty 3769.013059 = -12322488.401075
  nChanged 1088
		SP:Iteration 25Q (25044.770000 sec): 3 clusters
  Score: Raw -12326841.978311 + Penalty 3769.013059 = -12323072.965252
  nChanged 940
		SP:Iteration 26Q (25045.450000 sec): 3 clusters
  Score: Raw -12327375.701263 + Penalty 3769.013059 = -12323606.688204
  nChanged 783
		SP:Iteration 27Q (25046.070000 sec): 3 clusters
  Score: Raw -12327815.739006 + Penalty 3769.013059 = -12324046.725947
  nChanged 559
		SP:Iteration 28Q (25046.710000 sec): 3 clusters
  Score: Raw -12328098.092643 + Penalty 3769.013059 = -12324329.079584
  nChanged 428
		SP:Iteration 29Q (25047.400000 sec): 3 clusters
  Score: Raw -12328286.458716 + Penalty 3769.013059 = -12324517.445657
  nChanged 350
		SP:Iteration 30Q (25047.980000 sec): 3 clusters
  Score: Raw -12328440.754493 + Penalty 3769.013059 = -12324671.741434
  nChanged 296
		SP:Iteration 31Q (25048.580000 sec): 3 clusters
  Score: Raw -12328574.070544 + Penalty 3769.013059 = -12324805.057485
  nChanged 217
		SP:Iteration 32Q (25049.160000 sec): 3 clusters
  Score: Raw -12328664.310379 + Penalty 3769.013059 = -12324895.297320
  nChanged 204
		SP:Iteration 33Q (25049.750000 sec): 3 clusters
  Score: Raw -12328756.877436 + Penalty 3769.013059 = -12324987.864377
  nChanged 168
		SP:Iteration 34Q (25050.360000 sec): 3 clusters
  Score: Raw -12328822.865078 + Penalty 3769.013059 = -12325053.852019
  nChanged 130
		SP:Iteration 35Q (25050.960000 sec): 3 clusters
  Score: Raw -12328875.099252 + Penalty 3769.013059 = -12325106.086193
  nChanged 92
		SP:Iteration 36Q (25051.580000 sec): 3 clusters
  Score: Raw -12328906.898919 + Penalty 3769.013059 = -12325137.885860
  nChanged 74
		SP:Iteration 37Q (25052.200000 sec): 3 clusters
  Score: Raw -12328930.330018 + Penalty 3769.013059 = -12325161.316958
  nChanged 47
		SP:Iteration 38Q (25052.770000 sec): 3 clusters
  Score: Raw -12328946.582602 + Penalty 3769.013059 = -12325177.569543
  nChanged 50
		SP:Iteration 39Q (25053.330000 sec): 3 clusters
  Score: Raw -12328964.864402 + Penalty 3769.013059 = -12325195.851343
  nChanged 50
		SP:Iteration 40F (25054.000000 sec): 3 clusters
  Score: Raw -12328981.215509 + Penalty 3769.013059 = -12325212.202450
  nChanged 38
		SP:Iteration 41Q (25054.580000 sec): 3 clusters
  Score: Raw -12328991.413867 + Penalty 3769.013059 = -12325222.400808
  nChanged 36
		SP:Iteration 42Q (25055.210000 sec): 3 clusters
  Score: Raw -12329000.705199 + Penalty 3769.013059 = -12325231.692140
  nChanged 23
		SP:Iteration 43Q (25055.810000 sec): 3 clusters
  Score: Raw -12329006.571951 + Penalty 3769.013059 = -12325237.558892
  nChanged 21
		SP:Iteration 44Q (25056.410000 sec): 3 clusters
  Score: Raw -12329012.400694 + Penalty 3769.013059 = -12325243.387635
  nChanged 29
		SP:Iteration 45Q (25057.000000 sec): 3 clusters
  Score: Raw -12329022.444002 + Penalty 3769.013059 = -12325253.430943
  nChanged 31
		SP:Iteration 46Q (25057.590000 sec): 3 clusters
  Score: Raw -12329031.063800 + Penalty 3769.013059 = -12325262.050741
  nChanged 31
		SP:Iteration 47Q (25058.170000 sec): 3 clusters
  Score: Raw -12329039.172783 + Penalty 3769.013059 = -12325270.159724
  nChanged 22
		SP:Iteration 48Q (25058.790000 sec): 3 clusters
  Score: Raw -12329044.473432 + Penalty 3769.013059 = -12325275.460373
  nChanged 12
		SP:Iteration 49Q (25059.440000 sec): 3 clusters
  Score: Raw -12329047.127747 + Penalty 3769.013059 = -12325278.114688
  nChanged 10
		SP:Iteration 50Q (25060.080000 sec): 3 clusters
  Score: Raw -12329049.339647 + Penalty 3769.013059 = -12325280.326588
  nChanged 5
		SP:Iteration 51Q (25060.680000 sec): 3 clusters
  Score: Raw -12329050.262401 + Penalty 3769.013059 = -12325281.249342
  nChanged 3
		SP:Iteration 52Q (25061.350000 sec): 3 clusters
  Score: Raw -12329050.732552 + Penalty 3769.013059 = -12325281.719493
  nChanged 1
		SP:Iteration 53Q (25061.960000 sec): 3 clusters
  Score: Raw -12329051.075419 + Penalty 3769.013059 = -12325282.062360
  nChanged 2
		SP:Iteration 54Q (25062.580000 sec): 3 clusters
  Score: Raw -12329051.461455 + Penalty 3769.013059 = -12325282.448396
  nChanged 1
		SP:Iteration 55Q (25063.140000 sec): 3 clusters
  Score: Raw -12329051.615040 + Penalty 3769.013059 = -12325282.601981
  nChanged 1
		SP:Iteration 56Q (25063.730000 sec): 3 clusters
  Score: Raw -12329051.806916 + Penalty 3769.013059 = -12325282.793857
  nChanged 1
		SP:Iteration 57Q (25064.310000 sec): 3 clusters
  Score: Raw -12329052.164023 + Penalty 3769.013059 = -12325283.150964
  nChanged 2
		SP:Iteration 58Q (25064.880000 sec): 3 clusters
  Score: Raw -12329052.596266 + Penalty 3769.013059 = -12325283.583207
  nChanged 3
		SP:Iteration 59Q (25065.500000 sec): 3 clusters
  Score: Raw -12329053.253934 + Penalty 3769.013059 = -12325284.240875
  nChanged 2
		SP:Iteration 60F (25066.140000 sec): 3 clusters
  Score: Raw -12329053.875564 + Penalty 3769.013059 = -12325284.862505
  nChanged 2
		SP:Iteration 61Q (25066.690000 sec): 3 clusters
  Score: Raw -12329054.626442 + Penalty 3769.013059 = -12325285.613383
  nChanged 1
		SP:Iteration 62Q (25067.240000 sec): 3 clusters
  Score: Raw -12329054.938120 + Penalty 3769.013059 = -12325285.925061
  nChanged 0
		SP:Iteration 63F (25067.880000 sec): 3 clusters
  Score: Raw -12329054.938120 + Penalty 3769.013059 = -12325285.925061
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25067.980000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25068.160000 sec): 3 clusters
  Score: Raw -50946.544329 + Penalty 1987.664941 = -48958.879388
  nChanged 96
		SP:Iteration 1F (25068.340000 sec): 3 clusters
  Score: Raw -51075.984154 + Penalty 1987.664941 = -49088.319213
  nChanged 20
		SP:Iteration 2Q (25068.560000 sec): 3 clusters
  Score: Raw -51107.575436 + Penalty 1987.664941 = -49119.910495
  nChanged 5
		SP:Iteration 3Q (25068.690000 sec): 3 clusters
  Score: Raw -51113.649788 + Penalty 1987.664941 = -49125.984848
  nChanged 3
		SP:Iteration 4Q (25068.850000 sec): 3 clusters
  Score: Raw -51118.230224 + Penalty 1987.664941 = -49130.565283
  nChanged 2
		SP:Iteration 5Q (25069.090000 sec): 3 clusters
  Score: Raw -51121.338211 + Penalty 1987.664941 = -49133.673271
  nChanged 0
		SP:Iteration 6F (25069.240000 sec): 3 clusters
  Score: Raw -51121.338211 + Penalty 1987.664941 = -49133.673271
  nChanged 0
Iteration 219Q (25162.200000 sec): 62 clusters
  Score: Raw -223641862.697889 + Penalty 143389.394990 = -223498473.302899
  nChanged 250
Iteration 220F (25342.210000 sec): 62 clusters
  Score: Raw -223641886.657315 + Penalty 143389.394990 = -223498497.262326
  nChanged 243
Iteration 221Q (25446.820000 sec): 62 clusters
  Score: Raw -223641919.008364 + Penalty 143389.394990 = -223498529.613374
  nChanged 241
Iteration 222Q (25551.450000 sec): 62 clusters
  Score: Raw -223641933.812581 + Penalty 143389.394990 = -223498544.417591
  nChanged 246
Iteration 223Q (25653.960000 sec): 62 clusters
  Score: Raw -223641942.156066 + Penalty 143389.394990 = -223498552.761076
  nChanged 247
Iteration 224Q (25761.310000 sec): 62 clusters
  Score: Raw -223641950.792968 + Penalty 143389.394990 = -223498561.397979
  nChanged 258
Iteration 225Q (25877.530000 sec): 62 clusters
  Score: Raw -223641961.375562 + Penalty 143389.394990 = -223498571.980572
  nChanged 318
Iteration 226Q (25990.990000 sec): 62 clusters
  Score: Raw -223641974.117894 + Penalty 143389.394990 = -223498584.722905
  nChanged 302
Iteration 227Q (26096.090000 sec): 62 clusters
  Score: Raw -223641985.070140 + Penalty 143389.394990 = -223498595.675150
  nChanged 296
Iteration 228Q (26189.710000 sec): 62 clusters
  Score: Raw -223641995.942966 + Penalty 143389.394990 = -223498606.547976
  nChanged 305
Iteration 229Q (26289.770000 sec): 62 clusters
  Score: Raw -223642007.844368 + Penalty 143389.394990 = -223498618.449378
  nChanged 341
Iteration 230Q (26383.250000 sec): 62 clusters
  Score: Raw -223642019.997932 + Penalty 143389.394990 = -223498630.602942
  nChanged 327
Iteration 231Q (26491.070000 sec): 62 clusters
  Score: Raw -223642032.886512 + Penalty 143389.394990 = -223498643.491522
  nChanged 328
Iteration 232Q (26598.850000 sec): 62 clusters
  Score: Raw -223642046.761654 + Penalty 143389.394990 = -223498657.366664
  nChanged 391
Iteration 233Q (26696.880000 sec): 62 clusters
  Score: Raw -223642061.701602 + Penalty 143389.394990 = -223498672.306613
  nChanged 372
Iteration 234Q (26803.180000 sec): 62 clusters
  Score: Raw -223642076.688540 + Penalty 143389.394990 = -223498687.293550
  nChanged 376
Iteration 235Q (26907.210000 sec): 62 clusters
  Score: Raw -223642093.043287 + Penalty 143389.394990 = -223498703.648297
  nChanged 406
Iteration 236Q (27008.910000 sec): 62 clusters
  Score: Raw -223642108.086433 + Penalty 143389.394990 = -223498718.691443
  nChanged 413
Iteration 237Q (27101.910000 sec): 62 clusters
  Score: Raw -223642122.078343 + Penalty 143389.394990 = -223498732.683354
  nChanged 374
Iteration 238Q (27192.610000 sec): 62 clusters
  Score: Raw -223642135.058049 + Penalty 143389.394990 = -223498745.663059
  nChanged 348
Iteration 239Q (27289.030000 sec): 62 clusters
  Score: Raw -223642145.186029 + Penalty 143389.394990 = -223498755.791039
  nChanged 297
Iteration 240F (27467.800000 sec): 62 clusters
  Score: Raw -223642154.113657 + Penalty 143389.394990 = -223498764.718667
  nChanged 274
Iteration 241Q (27575.080000 sec): 62 clusters
  Score: Raw -223642162.037200 + Penalty 143389.394990 = -223498772.642210
  nChanged 283
Iteration 242Q (27680.330000 sec): 62 clusters
  Score: Raw -223642171.140798 + Penalty 143389.394990 = -223498781.745809
  nChanged 266
Iteration 243Q (27784.670000 sec): 62 clusters
  Score: Raw -223642180.065623 + Penalty 143389.394990 = -223498790.670633
  nChanged 273
Iteration 244Q (27879.530000 sec): 62 clusters
  Score: Raw -223642188.705498 + Penalty 143389.394990 = -223498799.310508
  nChanged 264
Iteration 245Q (27981.600000 sec): 62 clusters
  Score: Raw -223642195.946136 + Penalty 143389.394990 = -223498806.551146
  nChanged 229
Iteration 246Q (28087.800000 sec): 62 clusters
  Score: Raw -223642202.325132 + Penalty 143389.394990 = -223498812.930143
  nChanged 242
Iteration 247Q (28193.340000 sec): 62 clusters
  Score: Raw -223642209.042735 + Penalty 143389.394990 = -223498819.647745
  nChanged 232
Iteration 248Q (28295.280000 sec): 62 clusters
  Score: Raw -223642215.254399 + Penalty 143389.394990 = -223498825.859409
  nChanged 225
Iteration 249Q (28394.280000 sec): 62 clusters
  Score: Raw -223642220.472074 + Penalty 143389.394990 = -223498831.077084
  nChanged 226
Iteration 250Q (28495.970000 sec): 62 clusters
  Score: Raw -223642226.271217 + Penalty 143389.394990 = -223498836.876228
  nChanged 233
Iteration 251Q (28602.710000 sec): 62 clusters
  Score: Raw -223642232.573558 + Penalty 143389.394990 = -223498843.178568
  nChanged 220
Iteration 252Q (28710.190000 sec): 62 clusters
  Score: Raw -223642238.252200 + Penalty 143389.394990 = -223498848.857210
  nChanged 206
Iteration 253Q (28819.470000 sec): 62 clusters
  Score: Raw -223642242.848536 + Penalty 143389.394990 = -223498853.453546
  nChanged 191
Iteration 254Q (28913.110000 sec): 62 clusters
  Score: Raw -223642247.699729 + Penalty 143389.394990 = -223498858.304739
  nChanged 214
Iteration 255Q (29007.230000 sec): 62 clusters
  Score: Raw -223642252.618252 + Penalty 143389.394990 = -223498863.223262
  nChanged 185
Iteration 256Q (29106.290000 sec): 62 clusters
  Score: Raw -223642256.681078 + Penalty 143389.394990 = -223498867.286088
  nChanged 164
Iteration 257Q (29208.560000 sec): 62 clusters
  Score: Raw -223642259.868145 + Penalty 143389.394990 = -223498870.473156
  nChanged 166
Iteration 258Q (29317.730000 sec): 62 clusters
  Score: Raw -223642263.658312 + Penalty 143389.394990 = -223498874.263322
  nChanged 168
Writing temp clu file 
Because OldScore, -223498870.473156, is greater than current (better) Score,-223498874.263322 
 Compute initial score before splitting:   Score: Raw -223642263.658312 + Penalty 143389.394990 = -223498874.263322
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (20570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29318.530000 sec): 2 clusters
  Score: Raw -2426805.875026 + Penalty 1613.883210 = -2425191.991816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29318.820000 sec): 3 clusters
  Score: Raw -2414365.114006 + Penalty 3227.766419 = -2411137.347586
  nChanged 9374
		SP:Iteration 1F (29319.140000 sec): 3 clusters
  Score: Raw -2419500.706161 + Penalty 3227.766419 = -2416272.939742
  nChanged 1063
		SP:Iteration 2F (29319.460000 sec): 3 clusters
  Score: Raw -2419923.167798 + Penalty 3227.766419 = -2416695.401378
  nChanged 1059
		SP:Iteration 3F (29319.770000 sec): 3 clusters
  Score: Raw -2420407.334139 + Penalty 3227.766419 = -2417179.567719
  nChanged 1098
		SP:Iteration 4F (29320.140000 sec): 3 clusters
  Score: Raw -2420963.766617 + Penalty 3227.766419 = -2417736.000198
  nChanged 1146
		SP:Iteration 5F (29320.430000 sec): 3 clusters
  Score: Raw -2421628.903012 + Penalty 3227.766419 = -2418401.136592
  nChanged 1194
		SP:Iteration 6F (29320.690000 sec): 3 clusters
  Score: Raw -2422434.654834 + Penalty 3227.766419 = -2419206.888415
  nChanged 1308
		SP:Iteration 7F (29320.930000 sec): 3 clusters
  Score: Raw -2423351.805063 + Penalty 3227.766419 = -2420124.038643
  nChanged 1203
		SP:Iteration 8F (29321.210000 sec): 3 clusters
  Score: Raw -2424191.552170 + Penalty 3227.766419 = -2420963.785751
  nChanged 1022
		SP:Iteration 9Q (29321.470000 sec): 3 clusters
  Score: Raw -2424845.370031 + Penalty 3227.766419 = -2421617.603612
  nChanged 767
		SP:Iteration 10Q (29321.730000 sec): 3 clusters
  Score: Raw -2425262.002984 + Penalty 3227.766419 = -2422034.236565
  nChanged 587
		SP:Iteration 11Q (29322.040000 sec): 3 clusters
  Score: Raw -2425524.522675 + Penalty 3227.766419 = -2422296.756256
  nChanged 473
		SP:Iteration 12Q (29322.350000 sec): 3 clusters
  Score: Raw -2425737.517749 + Penalty 3227.766419 = -2422509.751330
  nChanged 431
		SP:Iteration 13Q (29322.660000 sec): 3 clusters
  Score: Raw -2425934.565315 + Penalty 3227.766419 = -2422706.798896
  nChanged 351
		SP:Iteration 14Q (29323.000000 sec): 3 clusters
  Score: Raw -2426086.477285 + Penalty 3227.766419 = -2422858.710866
  nChanged 322
		SP:Iteration 15Q (29323.310000 sec): 3 clusters
  Score: Raw -2426239.670698 + Penalty 3227.766419 = -2423011.904279
  nChanged 296
		SP:Iteration 16Q (29323.660000 sec): 3 clusters
  Score: Raw -2426365.546948 + Penalty 3227.766419 = -2423137.780529
  nChanged 275
		SP:Iteration 17Q (29323.920000 sec): 3 clusters
  Score: Raw -2426490.127984 + Penalty 3227.766419 = -2423262.361564
  nChanged 282
		SP:Iteration 18Q (29324.170000 sec): 3 clusters
  Score: Raw -2426613.910629 + Penalty 3227.766419 = -2423386.144210
  nChanged 240
		SP:Iteration 19Q (29324.480000 sec): 3 clusters
  Score: Raw -2426716.453619 + Penalty 3227.766419 = -2423488.687199
  nChanged 226
		SP:Iteration 20F (29324.790000 sec): 3 clusters
  Score: Raw -2426804.689373 + Penalty 3227.766419 = -2423576.922953
  nChanged 208
		SP:Iteration 21Q (29325.070000 sec): 3 clusters
  Score: Raw -2426886.422705 + Penalty 3227.766419 = -2423658.656285
  nChanged 205
		SP:Iteration 22Q (29325.380000 sec): 3 clusters
  Score: Raw -2426983.773816 + Penalty 3227.766419 = -2423756.007397
  nChanged 165
		SP:Iteration 23Q (29325.660000 sec): 3 clusters
  Score: Raw -2427051.161449 + Penalty 3227.766419 = -2423823.395029
  nChanged 153
		SP:Iteration 24Q (29325.920000 sec): 3 clusters
  Score: Raw -2427113.844240 + Penalty 3227.766419 = -2423886.077821
  nChanged 151
		SP:Iteration 25Q (29326.230000 sec): 3 clusters
  Score: Raw -2427168.603100 + Penalty 3227.766419 = -2423940.836680
  nChanged 114
		SP:Iteration 26Q (29326.480000 sec): 3 clusters
  Score: Raw -2427216.037854 + Penalty 3227.766419 = -2423988.271434
  nChanged 109
		SP:Iteration 27Q (29326.780000 sec): 3 clusters
  Score: Raw -2427261.616253 + Penalty 3227.766419 = -2424033.849834
  nChanged 107
		SP:Iteration 28Q (29327.060000 sec): 3 clusters
  Score: Raw -2427297.719419 + Penalty 3227.766419 = -2424069.953000
  nChanged 95
		SP:Iteration 29Q (29327.320000 sec): 3 clusters
  Score: Raw -2427334.329219 + Penalty 3227.766419 = -2424106.562799
  nChanged 86
		SP:Iteration 30Q (29327.590000 sec): 3 clusters
  Score: Raw -2427371.211653 + Penalty 3227.766419 = -2424143.445234
  nChanged 87
		SP:Iteration 31Q (29327.870000 sec): 3 clusters
  Score: Raw -2427404.983421 + Penalty 3227.766419 = -2424177.217002
  nChanged 77
		SP:Iteration 32Q (29328.110000 sec): 3 clusters
  Score: Raw -2427431.556703 + Penalty 3227.766419 = -2424203.790284
  nChanged 70
		SP:Iteration 33Q (29328.390000 sec): 3 clusters
  Score: Raw -2427455.592672 + Penalty 3227.766419 = -2424227.826252
  nChanged 53
		SP:Iteration 34Q (29328.670000 sec): 3 clusters
  Score: Raw -2427471.016569 + Penalty 3227.766419 = -2424243.250150
  nChanged 42
		SP:Iteration 35Q (29328.890000 sec): 3 clusters
  Score: Raw -2427483.046855 + Penalty 3227.766419 = -2424255.280435
  nChanged 41
		SP:Iteration 36Q (29329.130000 sec): 3 clusters
  Score: Raw -2427500.405998 + Penalty 3227.766419 = -2424272.639579
  nChanged 29
		SP:Iteration 37Q (29329.410000 sec): 3 clusters
  Score: Raw -2427509.969867 + Penalty 3227.766419 = -2424282.203447
  nChanged 28
		SP:Iteration 38Q (29329.700000 sec): 3 clusters
  Score: Raw -2427520.519020 + Penalty 3227.766419 = -2424292.752601
  nChanged 29
		SP:Iteration 39Q (29329.960000 sec): 3 clusters
  Score: Raw -2427527.829016 + Penalty 3227.766419 = -2424300.062597
  nChanged 23
		SP:Iteration 40F (29330.290000 sec): 3 clusters
  Score: Raw -2427533.920674 + Penalty 3227.766419 = -2424306.154255
  nChanged 20
		SP:Iteration 41Q (29330.610000 sec): 3 clusters
  Score: Raw -2427538.789203 + Penalty 3227.766419 = -2424311.022784
  nChanged 19
		SP:Iteration 42Q (29330.910000 sec): 3 clusters
  Score: Raw -2427544.520407 + Penalty 3227.766419 = -2424316.753987
  nChanged 22
		SP:Iteration 43Q (29331.170000 sec): 3 clusters
  Score: Raw -2427552.501000 + Penalty 3227.766419 = -2424324.734581
  nChanged 24
		SP:Iteration 44Q (29331.490000 sec): 3 clusters
  Score: Raw -2427558.869545 + Penalty 3227.766419 = -2424331.103125
  nChanged 18
		SP:Iteration 45Q (29331.740000 sec): 3 clusters
  Score: Raw -2427562.712620 + Penalty 3227.766419 = -2424334.946201
  nChanged 15
		SP:Iteration 46Q (29332.020000 sec): 3 clusters
  Score: Raw -2427565.830848 + Penalty 3227.766419 = -2424338.064429
  nChanged 10
		SP:Iteration 47Q (29332.320000 sec): 3 clusters
  Score: Raw -2427568.071680 + Penalty 3227.766419 = -2424340.305261
  nChanged 4
		SP:Iteration 48Q (29332.580000 sec): 3 clusters
  Score: Raw -2427569.609058 + Penalty 3227.766419 = -2424341.842639
  nChanged 7
		SP:Iteration 49Q (29332.880000 sec): 3 clusters
  Score: Raw -2427571.945478 + Penalty 3227.766419 = -2424344.179059
  nChanged 9
		SP:Iteration 50Q (29333.190000 sec): 3 clusters
  Score: Raw -2427574.720266 + Penalty 3227.766419 = -2424346.953846
  nChanged 13
		SP:Iteration 51Q (29333.480000 sec): 3 clusters
  Score: Raw -2427577.125091 + Penalty 3227.766419 = -2424349.358672
  nChanged 9
		SP:Iteration 52Q (29333.790000 sec): 3 clusters
  Score: Raw -2427580.633017 + Penalty 3227.766419 = -2424352.866598
  nChanged 13
		SP:Iteration 53Q (29334.040000 sec): 3 clusters
  Score: Raw -2427584.877774 + Penalty 3227.766419 = -2424357.111355
  nChanged 9
		SP:Iteration 54Q (29334.340000 sec): 3 clusters
  Score: Raw -2427587.572405 + Penalty 3227.766419 = -2424359.805986
  nChanged 12
		SP:Iteration 55Q (29334.590000 sec): 3 clusters
  Score: Raw -2427591.002741 + Penalty 3227.766419 = -2424363.236322
  nChanged 7
		SP:Iteration 56Q (29334.880000 sec): 3 clusters
  Score: Raw -2427592.854973 + Penalty 3227.766419 = -2424365.088554
  nChanged 8
		SP:Iteration 57Q (29335.140000 sec): 3 clusters
  Score: Raw -2427594.231509 + Penalty 3227.766419 = -2424366.465090
  nChanged 8
		SP:Iteration 58Q (29335.460000 sec): 3 clusters
  Score: Raw -2427596.512214 + Penalty 3227.766419 = -2424368.745795
  nChanged 10
		SP:Iteration 59Q (29335.750000 sec): 3 clusters
  Score: Raw -2427598.665616 + Penalty 3227.766419 = -2424370.899197
  nChanged 4
		SP:Iteration 60F (29336.000000 sec): 3 clusters
  Score: Raw -2427600.294506 + Penalty 3227.766419 = -2424372.528087
  nChanged 10
		SP:Iteration 61Q (29336.300000 sec): 3 clusters
  Score: Raw -2427603.661502 + Penalty 3227.766419 = -2424375.895083
  nChanged 14
		SP:Iteration 62Q (29336.620000 sec): 3 clusters
  Score: Raw -2427608.052833 + Penalty 3227.766419 = -2424380.286414
  nChanged 11
		SP:Iteration 63Q (29336.930000 sec): 3 clusters
  Score: Raw -2427611.346390 + Penalty 3227.766419 = -2424383.579971
  nChanged 2
		SP:Iteration 64Q (29337.210000 sec): 3 clusters
  Score: Raw -2427611.754825 + Penalty 3227.766419 = -2424383.988405
  nChanged 3
		SP:Iteration 65Q (29337.480000 sec): 3 clusters
  Score: Raw -2427612.511537 + Penalty 3227.766419 = -2424384.745117
  nChanged 3
		SP:Iteration 66Q (29337.730000 sec): 3 clusters
  Score: Raw -2427613.153511 + Penalty 3227.766419 = -2424385.387091
  nChanged 2
		SP:Iteration 67Q (29338.030000 sec): 3 clusters
  Score: Raw -2427613.662766 + Penalty 3227.766419 = -2424385.896347
  nChanged 2
		SP:Iteration 68Q (29338.330000 sec): 3 clusters
  Score: Raw -2427613.877441 + Penalty 3227.766419 = -2424386.111022
  nChanged 0
		SP:Iteration 69F (29338.610000 sec): 3 clusters
  Score: Raw -2427613.877441 + Penalty 3227.766419 = -2424386.111022
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (360221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29340.020000 sec): 2 clusters
  Score: Raw -43814073.197422 + Penalty 2079.101864 = -43811994.095557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29341.720000 sec): 3 clusters
  Score: Raw -43573053.900280 + Penalty 4158.203729 = -43568895.696552
  nChanged 175536
		SP:Iteration 1F (29343.370000 sec): 3 clusters
  Score: Raw -43678446.268680 + Penalty 4158.203729 = -43674288.064952
  nChanged 7398
		SP:Iteration 2Q (29345.060000 sec): 3 clusters
  Score: Raw -43679637.809358 + Penalty 4158.203729 = -43675479.605630
  nChanged 8118
		SP:Iteration 3Q (29346.770000 sec): 3 clusters
  Score: Raw -43681166.296524 + Penalty 4158.203729 = -43677008.092795
  nChanged 9195
		SP:Iteration 4Q (29348.500000 sec): 3 clusters
  Score: Raw -43683268.594383 + Penalty 4158.203729 = -43679110.390654
  nChanged 10552
		SP:Iteration 5Q (29350.200000 sec): 3 clusters
  Score: Raw -43686204.672985 + Penalty 4158.203729 = -43682046.469257
  nChanged 12088
		SP:Iteration 6Q (29351.920000 sec): 3 clusters
  Score: Raw -43690286.989276 + Penalty 4158.203729 = -43686128.785548
  nChanged 13964
		SP:Iteration 7Q (29353.510000 sec): 3 clusters
  Score: Raw -43695963.506004 + Penalty 4158.203729 = -43691805.302275
  nChanged 15956
		SP:Iteration 8Q (29355.300000 sec): 3 clusters
  Score: Raw -43703778.583648 + Penalty 4158.203729 = -43699620.379919
  nChanged 18263
		SP:Iteration 9F (29357.040000 sec): 3 clusters
  Score: Raw -43714173.200323 + Penalty 4158.203729 = -43710014.996594
  nChanged 20367
		SP:Iteration 10F (29358.860000 sec): 3 clusters
  Score: Raw -43727545.595253 + Penalty 4158.203729 = -43723387.391524
  nChanged 22163
		SP:Iteration 11F (29360.540000 sec): 3 clusters
  Score: Raw -43743289.061732 + Penalty 4158.203729 = -43739130.858004
  nChanged 23002
		SP:Iteration 12F (29362.120000 sec): 3 clusters
  Score: Raw -43760210.459828 + Penalty 4158.203729 = -43756052.256099
  nChanged 22040
		SP:Iteration 13F (29363.770000 sec): 3 clusters
  Score: Raw -43776701.492095 + Penalty 4158.203729 = -43772543.288366
  nChanged 18684
		SP:Iteration 14F (29365.340000 sec): 3 clusters
  Score: Raw -43790609.122323 + Penalty 4158.203729 = -43786450.918595
  nChanged 13889
		SP:Iteration 15Q (29366.860000 sec): 3 clusters
  Score: Raw -43800644.906301 + Penalty 4158.203729 = -43796486.702572
  nChanged 9080
		SP:Iteration 16Q (29368.430000 sec): 3 clusters
  Score: Raw -43806872.554802 + Penalty 4158.203729 = -43802714.351074
  nChanged 5456
		SP:Iteration 17Q (29369.900000 sec): 3 clusters
  Score: Raw -43810384.689612 + Penalty 4158.203729 = -43806226.485884
  nChanged 2937
		SP:Iteration 18Q (29371.450000 sec): 3 clusters
  Score: Raw -43812122.603369 + Penalty 4158.203729 = -43807964.399641
  nChanged 1591
		SP:Iteration 19Q (29372.950000 sec): 3 clusters
  Score: Raw -43813013.160909 + Penalty 4158.203729 = -43808854.957181
  nChanged 939
		SP:Iteration 20F (29374.570000 sec): 3 clusters
  Score: Raw -43813545.048677 + Penalty 4158.203729 = -43809386.844949
  nChanged 535
		SP:Iteration 21Q (29376.080000 sec): 3 clusters
  Score: Raw -43813864.894483 + Penalty 4158.203729 = -43809706.690755
  nChanged 299
		SP:Iteration 22Q (29377.430000 sec): 3 clusters
  Score: Raw -43814036.666603 + Penalty 4158.203729 = -43809878.462874
  nChanged 181
		SP:Iteration 23Q (29378.820000 sec): 3 clusters
  Score: Raw -43814134.721752 + Penalty 4158.203729 = -43809976.518024
  nChanged 120
		SP:Iteration 24Q (29380.460000 sec): 3 clusters
  Score: Raw -43814200.729816 + Penalty 4158.203729 = -43810042.526087
  nChanged 84
		SP:Iteration 25Q (29381.990000 sec): 3 clusters
  Score: Raw -43814247.905039 + Penalty 4158.203729 = -43810089.701310
  nChanged 61
		SP:Iteration 26Q (29383.410000 sec): 3 clusters
  Score: Raw -43814278.864801 + Penalty 4158.203729 = -43810120.661073
  nChanged 43
		SP:Iteration 27Q (29384.830000 sec): 3 clusters
  Score: Raw -43814306.757205 + Penalty 4158.203729 = -43810148.553477
  nChanged 47
		SP:Iteration 28Q (29386.300000 sec): 3 clusters
  Score: Raw -43814334.341785 + Penalty 4158.203729 = -43810176.138057
  nChanged 37
		SP:Iteration 29Q (29387.650000 sec): 3 clusters
  Score: Raw -43814354.190414 + Penalty 4158.203729 = -43810195.986685
  nChanged 32
		SP:Iteration 30Q (29389.110000 sec): 3 clusters
  Score: Raw -43814369.354632 + Penalty 4158.203729 = -43810211.150903
  nChanged 22
		SP:Iteration 31Q (29390.560000 sec): 3 clusters
  Score: Raw -43814378.907354 + Penalty 4158.203729 = -43810220.703626
  nChanged 20
		SP:Iteration 32Q (29392.000000 sec): 3 clusters
  Score: Raw -43814388.991047 + Penalty 4158.203729 = -43810230.787319
  nChanged 16
		SP:Iteration 33Q (29393.380000 sec): 3 clusters
  Score: Raw -43814396.515400 + Penalty 4158.203729 = -43810238.311671
  nChanged 11
		SP:Iteration 34Q (29394.860000 sec): 3 clusters
  Score: Raw -43814402.329319 + Penalty 4158.203729 = -43810244.125590
  nChanged 14
		SP:Iteration 35Q (29396.230000 sec): 3 clusters
  Score: Raw -43814410.097038 + Penalty 4158.203729 = -43810251.893310
  nChanged 11
		SP:Iteration 36Q (29397.880000 sec): 3 clusters
  Score: Raw -43814414.475904 + Penalty 4158.203729 = -43810256.272176
  nChanged 5
		SP:Iteration 37Q (29399.580000 sec): 3 clusters
  Score: Raw -43814418.445810 + Penalty 4158.203729 = -43810260.242081
  nChanged 5
		SP:Iteration 38Q (29400.990000 sec): 3 clusters
  Score: Raw -43814421.754954 + Penalty 4158.203729 = -43810263.551225
  nChanged 2
		SP:Iteration 39Q (29402.400000 sec): 3 clusters
  Score: Raw -43814422.805501 + Penalty 4158.203729 = -43810264.601772
  nChanged 2
		SP:Iteration 40F (29404.010000 sec): 3 clusters
  Score: Raw -43814423.556241 + Penalty 4158.203729 = -43810265.352512
  nChanged 3
		SP:Iteration 41Q (29405.420000 sec): 3 clusters
  Score: Raw -43814424.716241 + Penalty 4158.203729 = -43810266.512513
  nChanged 3
		SP:Iteration 42Q (29406.930000 sec): 3 clusters
  Score: Raw -43814427.171837 + Penalty 4158.203729 = -43810268.968109
  nChanged 5
		SP:Iteration 43Q (29408.320000 sec): 3 clusters
  Score: Raw -43814429.740296 + Penalty 4158.203729 = -43810271.536567
  nChanged 3
		SP:Iteration 44Q (29409.590000 sec): 3 clusters
  Score: Raw -43814430.635416 + Penalty 4158.203729 = -43810272.431687
  nChanged 1
		SP:Iteration 45Q (29410.900000 sec): 3 clusters
  Score: Raw -43814431.122220 + Penalty 4158.203729 = -43810272.918492
  nChanged 0
		SP:Iteration 46F (29412.350000 sec): 3 clusters
  Score: Raw -43814431.122220 + Penalty 4158.203729 = -43810272.918492
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29412.690000 sec): 2 clusters
  Score: Raw -1638979.012805 + Penalty 1546.933086 = -1637432.079719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29412.980000 sec): 3 clusters
  Score: Raw -1630949.046970 + Penalty 3093.866172 = -1627855.180798
  nChanged 6085
		SP:Iteration 1F (29413.230000 sec): 3 clusters
  Score: Raw -1634231.944805 + Penalty 3093.866172 = -1631138.078633
  nChanged 811
		SP:Iteration 2F (29413.540000 sec): 3 clusters
  Score: Raw -1634608.093524 + Penalty 3093.866172 = -1631514.227352
  nChanged 772
		SP:Iteration 3F (29413.790000 sec): 3 clusters
  Score: Raw -1635023.027023 + Penalty 3093.866172 = -1631929.160851
  nChanged 771
		SP:Iteration 4F (29414.040000 sec): 3 clusters
  Score: Raw -1635470.273561 + Penalty 3093.866172 = -1632376.407389
  nChanged 833
		SP:Iteration 5F (29414.310000 sec): 3 clusters
  Score: Raw -1636041.309295 + Penalty 3093.866172 = -1632947.443123
  nChanged 929
		SP:Iteration 6F (29414.560000 sec): 3 clusters
  Score: Raw -1636750.160550 + Penalty 3093.866172 = -1633656.294378
  nChanged 836
		SP:Iteration 7F (29414.820000 sec): 3 clusters
  Score: Raw -1637476.707878 + Penalty 3093.866172 = -1634382.841705
  nChanged 722
		SP:Iteration 8F (29415.020000 sec): 3 clusters
  Score: Raw -1638116.494168 + Penalty 3093.866172 = -1635022.627996
  nChanged 491
		SP:Iteration 9Q (29415.260000 sec): 3 clusters
  Score: Raw -1638575.600566 + Penalty 3093.866172 = -1635481.734394
  nChanged 333
		SP:Iteration 10Q (29415.490000 sec): 3 clusters
  Score: Raw -1638897.581270 + Penalty 3093.866172 = -1635803.715098
  nChanged 168
		SP:Iteration 11Q (29415.750000 sec): 3 clusters
  Score: Raw -1639057.820550 + Penalty 3093.866172 = -1635963.954378
  nChanged 86
		SP:Iteration 12Q (29415.970000 sec): 3 clusters
  Score: Raw -1639150.108683 + Penalty 3093.866172 = -1636056.242511
  nChanged 58
		SP:Iteration 13Q (29416.190000 sec): 3 clusters
  Score: Raw -1639206.572255 + Penalty 3093.866172 = -1636112.706083
  nChanged 23
		SP:Iteration 14Q (29416.480000 sec): 3 clusters
  Score: Raw -1639226.429513 + Penalty 3093.866172 = -1636132.563341
  nChanged 13
		SP:Iteration 15Q (29416.740000 sec): 3 clusters
  Score: Raw -1639236.936553 + Penalty 3093.866172 = -1636143.070381
  nChanged 9
		SP:Iteration 16Q (29417.010000 sec): 3 clusters
  Score: Raw -1639244.703528 + Penalty 3093.866172 = -1636150.837356
  nChanged 6
		SP:Iteration 17Q (29417.250000 sec): 3 clusters
  Score: Raw -1639249.344093 + Penalty 3093.866172 = -1636155.477920
  nChanged 1
		SP:Iteration 18Q (29417.490000 sec): 3 clusters
  Score: Raw -1639250.008437 + Penalty 3093.866172 = -1636156.142265
  nChanged 0
		SP:Iteration 19F (29417.710000 sec): 3 clusters
  Score: Raw -1639250.008437 + Penalty 3093.866172 = -1636156.142265
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (40876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29418.030000 sec): 2 clusters
  Score: Raw -4640963.663428 + Penalty 1725.473486 = -4639238.189942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29418.390000 sec): 3 clusters
  Score: Raw -4615553.527627 + Penalty 3450.946971 = -4612102.580656
  nChanged 19018
		SP:Iteration 1F (29418.740000 sec): 3 clusters
  Score: Raw -4626613.717364 + Penalty 3450.946971 = -4623162.770393
  nChanged 2293
		SP:Iteration 2F (29419.150000 sec): 3 clusters
  Score: Raw -4627753.114505 + Penalty 3450.946971 = -4624302.167534
  nChanged 2473
		SP:Iteration 3F (29419.530000 sec): 3 clusters
  Score: Raw -4629228.653626 + Penalty 3450.946971 = -4625777.706655
  nChanged 2607
		SP:Iteration 4F (29419.900000 sec): 3 clusters
  Score: Raw -4630939.397712 + Penalty 3450.946971 = -4627488.450741
  nChanged 2613
		SP:Iteration 5F (29420.270000 sec): 3 clusters
  Score: Raw -4632661.782999 + Penalty 3450.946971 = -4629210.836028
  nChanged 2353
		SP:Iteration 6F (29420.620000 sec): 3 clusters
  Score: Raw -4634246.814498 + Penalty 3450.946971 = -4630795.867527
  nChanged 2081
		SP:Iteration 7F (29420.990000 sec): 3 clusters
  Score: Raw -4635494.099814 + Penalty 3450.946971 = -4632043.152843
  nChanged 1722
		SP:Iteration 8Q (29421.370000 sec): 3 clusters
  Score: Raw -4636449.859775 + Penalty 3450.946971 = -4632998.912804
  nChanged 1391
		SP:Iteration 9Q (29421.740000 sec): 3 clusters
  Score: Raw -4637103.205714 + Penalty 3450.946971 = -4633652.258743
  nChanged 1137
		SP:Iteration 10Q (29422.100000 sec): 3 clusters
  Score: Raw -4637594.868965 + Penalty 3450.946971 = -4634143.921993
  nChanged 975
		SP:Iteration 11Q (29422.470000 sec): 3 clusters
  Score: Raw -4638012.059277 + Penalty 3450.946971 = -4634561.112305
  nChanged 888
		SP:Iteration 12Q (29422.880000 sec): 3 clusters
  Score: Raw -4638405.141704 + Penalty 3450.946971 = -4634954.194733
  nChanged 808
		SP:Iteration 13Q (29423.200000 sec): 3 clusters
  Score: Raw -4638749.003127 + Penalty 3450.946971 = -4635298.056156
  nChanged 727
		SP:Iteration 14Q (29423.570000 sec): 3 clusters
  Score: Raw -4639062.528126 + Penalty 3450.946971 = -4635611.581155
  nChanged 645
		SP:Iteration 15Q (29423.870000 sec): 3 clusters
  Score: Raw -4639315.272068 + Penalty 3450.946971 = -4635864.325096
  nChanged 589
		SP:Iteration 16Q (29424.220000 sec): 3 clusters
  Score: Raw -4639555.611456 + Penalty 3450.946971 = -4636104.664485
  nChanged 565
		SP:Iteration 17Q (29424.540000 sec): 3 clusters
  Score: Raw -4639795.287875 + Penalty 3450.946971 = -4636344.340904
  nChanged 550
		SP:Iteration 18Q (29424.910000 sec): 3 clusters
  Score: Raw -4640018.295593 + Penalty 3450.946971 = -4636567.348622
  nChanged 489
		SP:Iteration 19Q (29425.260000 sec): 3 clusters
  Score: Raw -4640197.553999 + Penalty 3450.946971 = -4636746.607028
  nChanged 417
		SP:Iteration 20F (29425.640000 sec): 3 clusters
  Score: Raw -4640342.055450 + Penalty 3450.946971 = -4636891.108479
  nChanged 375
		SP:Iteration 21Q (29426.040000 sec): 3 clusters
  Score: Raw -4640458.531804 + Penalty 3450.946971 = -4637007.584832
  nChanged 338
		SP:Iteration 22Q (29426.340000 sec): 3 clusters
  Score: Raw -4640566.155302 + Penalty 3450.946971 = -4637115.208331
  nChanged 330
		SP:Iteration 23Q (29426.690000 sec): 3 clusters
  Score: Raw -4640672.551466 + Penalty 3450.946971 = -4637221.604494
  nChanged 311
		SP:Iteration 24Q (29427.030000 sec): 3 clusters
  Score: Raw -4640779.771193 + Penalty 3450.946971 = -4637328.824221
  nChanged 315
		SP:Iteration 25Q (29427.390000 sec): 3 clusters
  Score: Raw -4640895.854456 + Penalty 3450.946971 = -4637444.907485
  nChanged 307
		SP:Iteration 26Q (29427.730000 sec): 3 clusters
  Score: Raw -4641011.763190 + Penalty 3450.946971 = -4637560.816218
  nChanged 290
		SP:Iteration 27Q (29428.020000 sec): 3 clusters
  Score: Raw -4641125.394340 + Penalty 3450.946971 = -4637674.447369
  nChanged 286
		SP:Iteration 28Q (29428.400000 sec): 3 clusters
  Score: Raw -4641244.642167 + Penalty 3450.946971 = -4637793.695196
  nChanged 234
		SP:Iteration 29Q (29428.750000 sec): 3 clusters
  Score: Raw -4641341.962100 + Penalty 3450.946971 = -4637891.015129
  nChanged 224
		SP:Iteration 30Q (29429.120000 sec): 3 clusters
  Score: Raw -4641425.112276 + Penalty 3450.946971 = -4637974.165305
  nChanged 183
		SP:Iteration 31Q (29429.530000 sec): 3 clusters
  Score: Raw -4641491.180035 + Penalty 3450.946971 = -4638040.233064
  nChanged 170
		SP:Iteration 32Q (29429.880000 sec): 3 clusters
  Score: Raw -4641548.196647 + Penalty 3450.946971 = -4638097.249676
  nChanged 138
		SP:Iteration 33Q (29430.240000 sec): 3 clusters
  Score: Raw -4641591.867584 + Penalty 3450.946971 = -4638140.920612
  nChanged 125
		SP:Iteration 34Q (29430.660000 sec): 3 clusters
  Score: Raw -4641624.826572 + Penalty 3450.946971 = -4638173.879601
  nChanged 108
		SP:Iteration 35Q (29431.030000 sec): 3 clusters
  Score: Raw -4641649.898872 + Penalty 3450.946971 = -4638198.951901
  nChanged 89
		SP:Iteration 36Q (29431.460000 sec): 3 clusters
  Score: Raw -4641667.685373 + Penalty 3450.946971 = -4638216.738402
  nChanged 77
		SP:Iteration 37Q (29431.860000 sec): 3 clusters
  Score: Raw -4641682.896164 + Penalty 3450.946971 = -4638231.949192
  nChanged 71
		SP:Iteration 38Q (29432.230000 sec): 3 clusters
  Score: Raw -4641693.493292 + Penalty 3450.946971 = -4638242.546321
  nChanged 69
		SP:Iteration 39Q (29432.570000 sec): 3 clusters
  Score: Raw -4641705.150181 + Penalty 3450.946971 = -4638254.203210
  nChanged 63
		SP:Iteration 40F (29432.940000 sec): 3 clusters
  Score: Raw -4641714.624374 + Penalty 3450.946971 = -4638263.677403
  nChanged 55
		SP:Iteration 41Q (29433.310000 sec): 3 clusters
  Score: Raw -4641723.046596 + Penalty 3450.946971 = -4638272.099625
  nChanged 62
		SP:Iteration 42Q (29433.710000 sec): 3 clusters
  Score: Raw -4641732.165576 + Penalty 3450.946971 = -4638281.218605
  nChanged 58
		SP:Iteration 43Q (29434.110000 sec): 3 clusters
  Score: Raw -4641743.649875 + Penalty 3450.946971 = -4638292.702904
  nChanged 57
		SP:Iteration 44Q (29434.410000 sec): 3 clusters
  Score: Raw -4641754.911474 + Penalty 3450.946971 = -4638303.964503
  nChanged 57
		SP:Iteration 45Q (29434.800000 sec): 3 clusters
  Score: Raw -4641765.625968 + Penalty 3450.946971 = -4638314.678996
  nChanged 50
		SP:Iteration 46Q (29435.220000 sec): 3 clusters
  Score: Raw -4641773.198939 + Penalty 3450.946971 = -4638322.251968
  nChanged 47
		SP:Iteration 47Q (29435.570000 sec): 3 clusters
  Score: Raw -4641781.748471 + Penalty 3450.946971 = -4638330.801500
  nChanged 65
		SP:Iteration 48Q (29435.980000 sec): 3 clusters
  Score: Raw -4641797.841134 + Penalty 3450.946971 = -4638346.894163
  nChanged 54
		SP:Iteration 49Q (29436.350000 sec): 3 clusters
  Score: Raw -4641812.897590 + Penalty 3450.946971 = -4638361.950619
  nChanged 64
		SP:Iteration 50Q (29436.720000 sec): 3 clusters
  Score: Raw -4641827.488171 + Penalty 3450.946971 = -4638376.541200
  nChanged 72
		SP:Iteration 51Q (29437.100000 sec): 3 clusters
  Score: Raw -4641848.687298 + Penalty 3450.946971 = -4638397.740327
  nChanged 82
		SP:Iteration 52Q (29437.450000 sec): 3 clusters
  Score: Raw -4641870.805611 + Penalty 3450.946971 = -4638419.858640
  nChanged 75
		SP:Iteration 53Q (29437.870000 sec): 3 clusters
  Score: Raw -4641892.895960 + Penalty 3450.946971 = -4638441.948989
  nChanged 77
		SP:Iteration 54Q (29438.180000 sec): 3 clusters
  Score: Raw -4641913.676264 + Penalty 3450.946971 = -4638462.729292
  nChanged 63
		SP:Iteration 55Q (29438.500000 sec): 3 clusters
  Score: Raw -4641927.265832 + Penalty 3450.946971 = -4638476.318861
  nChanged 50
		SP:Iteration 56Q (29438.810000 sec): 3 clusters
  Score: Raw -4641936.721971 + Penalty 3450.946971 = -4638485.775000
  nChanged 39
		SP:Iteration 57Q (29439.190000 sec): 3 clusters
  Score: Raw -4641943.124605 + Penalty 3450.946971 = -4638492.177634
  nChanged 25
		SP:Iteration 58Q (29439.530000 sec): 3 clusters
  Score: Raw -4641947.018757 + Penalty 3450.946971 = -4638496.071786
  nChanged 18
		SP:Iteration 59Q (29439.920000 sec): 3 clusters
  Score: Raw -4641948.836191 + Penalty 3450.946971 = -4638497.889220
  nChanged 20
		SP:Iteration 60F (29440.290000 sec): 3 clusters
  Score: Raw -4641952.206613 + Penalty 3450.946971 = -4638501.259642
  nChanged 18
		SP:Iteration 61Q (29440.710000 sec): 3 clusters
  Score: Raw -4641954.700733 + Penalty 3450.946971 = -4638503.753761
  nChanged 16
		SP:Iteration 62Q (29441.010000 sec): 3 clusters
  Score: Raw -4641956.477020 + Penalty 3450.946971 = -4638505.530049
  nChanged 13
		SP:Iteration 63Q (29441.390000 sec): 3 clusters
  Score: Raw -4641958.522848 + Penalty 3450.946971 = -4638507.575877
  nChanged 17
		SP:Iteration 64Q (29441.770000 sec): 3 clusters
  Score: Raw -4641961.329168 + Penalty 3450.946971 = -4638510.382197
  nChanged 18
		SP:Iteration 65Q (29442.130000 sec): 3 clusters
  Score: Raw -4641963.841987 + Penalty 3450.946971 = -4638512.895016
  nChanged 15
		SP:Iteration 66Q (29442.440000 sec): 3 clusters
  Score: Raw -4641965.517095 + Penalty 3450.946971 = -4638514.570123
  nChanged 10
		SP:Iteration 67Q (29442.790000 sec): 3 clusters
  Score: Raw -4641966.351325 + Penalty 3450.946971 = -4638515.404354
  nChanged 8
		SP:Iteration 68Q (29443.110000 sec): 3 clusters
  Score: Raw -4641967.420990 + Penalty 3450.946971 = -4638516.474019
  nChanged 10
		SP:Iteration 69Q (29443.420000 sec): 3 clusters
  Score: Raw -4641968.645696 + Penalty 3450.946971 = -4638517.698724
  nChanged 6
		SP:Iteration 70Q (29443.810000 sec): 3 clusters
  Score: Raw -4641969.072859 + Penalty 3450.946971 = -4638518.125888
  nChanged 3
		SP:Iteration 71Q (29444.160000 sec): 3 clusters
  Score: Raw -4641969.402259 + Penalty 3450.946971 = -4638518.455288
  nChanged 5
		SP:Iteration 72Q (29444.580000 sec): 3 clusters
  Score: Raw -4641970.467214 + Penalty 3450.946971 = -4638519.520243
  nChanged 11
		SP:Iteration 73Q (29444.950000 sec): 3 clusters
  Score: Raw -4641971.710305 + Penalty 3450.946971 = -4638520.763334
  nChanged 8
		SP:Iteration 74Q (29445.370000 sec): 3 clusters
  Score: Raw -4641972.171777 + Penalty 3450.946971 = -4638521.224806
  nChanged 3
		SP:Iteration 75Q (29445.740000 sec): 3 clusters
  Score: Raw -4641972.545344 + Penalty 3450.946971 = -4638521.598372
  nChanged 1
		SP:Iteration 76Q (29446.150000 sec): 3 clusters
  Score: Raw -4641972.691288 + Penalty 3450.946971 = -4638521.744317
  nChanged 3
		SP:Iteration 77Q (29446.510000 sec): 3 clusters
  Score: Raw -4641972.911561 + Penalty 3450.946971 = -4638521.964590
  nChanged 2
		SP:Iteration 78Q (29446.900000 sec): 3 clusters
  Score: Raw -4641973.026442 + Penalty 3450.946971 = -4638522.079471
  nChanged 0
		SP:Iteration 79F (29447.320000 sec): 3 clusters
  Score: Raw -4641973.026442 + Penalty 3450.946971 = -4638522.079471
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (17491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29447.520000 sec): 2 clusters
  Score: Raw -2003924.239138 + Penalty 1587.534283 = -2002336.704855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29447.800000 sec): 3 clusters
  Score: Raw -1993448.230470 + Penalty 3175.068566 = -1990273.161904
  nChanged 7861
		SP:Iteration 1F (29448.040000 sec): 3 clusters
  Score: Raw -1997998.236546 + Penalty 3175.068566 = -1994823.167980
  nChanged 916
		SP:Iteration 2F (29448.290000 sec): 3 clusters
  Score: Raw -1998350.166445 + Penalty 3175.068566 = -1995175.097879
  nChanged 819
		SP:Iteration 3Q (29448.540000 sec): 3 clusters
  Score: Raw -1998654.866140 + Penalty 3175.068566 = -1995479.797573
  nChanged 721
		SP:Iteration 4Q (29448.870000 sec): 3 clusters
  Score: Raw -1998892.529301 + Penalty 3175.068566 = -1995717.460735
  nChanged 623
		SP:Iteration 5Q (29449.130000 sec): 3 clusters
  Score: Raw -1999103.940159 + Penalty 3175.068566 = -1995928.871593
  nChanged 594
		SP:Iteration 6Q (29449.410000 sec): 3 clusters
  Score: Raw -1999292.404196 + Penalty 3175.068566 = -1996117.335630
  nChanged 544
		SP:Iteration 7Q (29449.660000 sec): 3 clusters
  Score: Raw -1999472.642137 + Penalty 3175.068566 = -1996297.573571
  nChanged 558
		SP:Iteration 8Q (29449.870000 sec): 3 clusters
  Score: Raw -1999698.807868 + Penalty 3175.068566 = -1996523.739302
  nChanged 641
		SP:Iteration 9Q (29450.170000 sec): 3 clusters
  Score: Raw -2000022.715177 + Penalty 3175.068566 = -1996847.646611
  nChanged 731
		SP:Iteration 10Q (29450.440000 sec): 3 clusters
  Score: Raw -2000456.980303 + Penalty 3175.068566 = -1997281.911736
  nChanged 783
		SP:Iteration 11Q (29450.760000 sec): 3 clusters
  Score: Raw -2001027.999668 + Penalty 3175.068566 = -1997852.931102
  nChanged 883
		SP:Iteration 12F (29451.050000 sec): 3 clusters
  Score: Raw -2001723.386915 + Penalty 3175.068566 = -1998548.318349
  nChanged 878
		SP:Iteration 13F (29451.300000 sec): 3 clusters
  Score: Raw -2002359.834478 + Penalty 3175.068566 = -1999184.765912
  nChanged 761
		SP:Iteration 14Q (29451.560000 sec): 3 clusters
  Score: Raw -2002839.727169 + Penalty 3175.068566 = -1999664.658602
  nChanged 558
		SP:Iteration 15Q (29451.810000 sec): 3 clusters
  Score: Raw -2003128.922904 + Penalty 3175.068566 = -1999953.854338
  nChanged 437
		SP:Iteration 16Q (29452.040000 sec): 3 clusters
  Score: Raw -2003339.774055 + Penalty 3175.068566 = -2000164.705489
  nChanged 367
		SP:Iteration 17Q (29452.340000 sec): 3 clusters
  Score: Raw -2003515.890222 + Penalty 3175.068566 = -2000340.821656
  nChanged 324
		SP:Iteration 18Q (29452.590000 sec): 3 clusters
  Score: Raw -2003669.323998 + Penalty 3175.068566 = -2000494.255432
  nChanged 288
		SP:Iteration 19Q (29452.850000 sec): 3 clusters
  Score: Raw -2003780.089194 + Penalty 3175.068566 = -2000605.020628
  nChanged 243
		SP:Iteration 20F (29453.140000 sec): 3 clusters
  Score: Raw -2003854.673268 + Penalty 3175.068566 = -2000679.604702
  nChanged 190
		SP:Iteration 21Q (29453.390000 sec): 3 clusters
  Score: Raw -2003906.331969 + Penalty 3175.068566 = -2000731.263403
  nChanged 160
		SP:Iteration 22Q (29453.650000 sec): 3 clusters
  Score: Raw -2003948.899429 + Penalty 3175.068566 = -2000773.830863
  nChanged 135
		SP:Iteration 23Q (29453.930000 sec): 3 clusters
  Score: Raw -2003980.893333 + Penalty 3175.068566 = -2000805.824767
  nChanged 115
		SP:Iteration 24Q (29454.220000 sec): 3 clusters
  Score: Raw -2004005.469031 + Penalty 3175.068566 = -2000830.400465
  nChanged 107
		SP:Iteration 25Q (29454.490000 sec): 3 clusters
  Score: Raw -2004023.459318 + Penalty 3175.068566 = -2000848.390752
  nChanged 84
		SP:Iteration 26Q (29454.760000 sec): 3 clusters
  Score: Raw -2004038.004719 + Penalty 3175.068566 = -2000862.936153
  nChanged 67
		SP:Iteration 27Q (29454.970000 sec): 3 clusters
  Score: Raw -2004048.038146 + Penalty 3175.068566 = -2000872.969580
  nChanged 51
		SP:Iteration 28Q (29455.280000 sec): 3 clusters
  Score: Raw -2004053.209558 + Penalty 3175.068566 = -2000878.140992
  nChanged 34
		SP:Iteration 29Q (29455.560000 sec): 3 clusters
  Score: Raw -2004056.284012 + Penalty 3175.068566 = -2000881.215446
  nChanged 28
		SP:Iteration 30Q (29455.860000 sec): 3 clusters
  Score: Raw -2004059.370146 + Penalty 3175.068566 = -2000884.301580
  nChanged 23
		SP:Iteration 31Q (29456.110000 sec): 3 clusters
  Score: Raw -2004061.262582 + Penalty 3175.068566 = -2000886.194016
  nChanged 24
		SP:Iteration 32Q (29456.430000 sec): 3 clusters
  Score: Raw -2004064.031552 + Penalty 3175.068566 = -2000888.962985
  nChanged 31
		SP:Iteration 33Q (29456.710000 sec): 3 clusters
  Score: Raw -2004068.277377 + Penalty 3175.068566 = -2000893.208811
  nChanged 42
		SP:Iteration 34Q (29457.050000 sec): 3 clusters
  Score: Raw -2004073.384867 + Penalty 3175.068566 = -2000898.316301
  nChanged 42
		SP:Iteration 35Q (29457.340000 sec): 3 clusters
  Score: Raw -2004078.264532 + Penalty 3175.068566 = -2000903.195966
  nChanged 38
		SP:Iteration 36Q (29457.620000 sec): 3 clusters
  Score: Raw -2004082.912063 + Penalty 3175.068566 = -2000907.843497
  nChanged 35
		SP:Iteration 37Q (29457.860000 sec): 3 clusters
  Score: Raw -2004087.257458 + Penalty 3175.068566 = -2000912.188892
  nChanged 31
		SP:Iteration 38Q (29458.150000 sec): 3 clusters
  Score: Raw -2004090.546690 + Penalty 3175.068566 = -2000915.478124
  nChanged 30
		SP:Iteration 39Q (29458.410000 sec): 3 clusters
  Score: Raw -2004093.756535 + Penalty 3175.068566 = -2000918.687969
  nChanged 33
		SP:Iteration 40F (29458.630000 sec): 3 clusters
  Score: Raw -2004097.182854 + Penalty 3175.068566 = -2000922.114288
  nChanged 29
		SP:Iteration 41Q (29458.870000 sec): 3 clusters
  Score: Raw -2004099.491985 + Penalty 3175.068566 = -2000924.423418
  nChanged 23
		SP:Iteration 42Q (29459.140000 sec): 3 clusters
  Score: Raw -2004101.349106 + Penalty 3175.068566 = -2000926.280540
  nChanged 23
		SP:Iteration 43Q (29459.350000 sec): 3 clusters
  Score: Raw -2004103.349810 + Penalty 3175.068566 = -2000928.281244
  nChanged 24
		SP:Iteration 44Q (29459.610000 sec): 3 clusters
  Score: Raw -2004105.273218 + Penalty 3175.068566 = -2000930.204651
  nChanged 18
		SP:Iteration 45Q (29459.890000 sec): 3 clusters
  Score: Raw -2004106.896213 + Penalty 3175.068566 = -2000931.827647
  nChanged 19
		SP:Iteration 46Q (29460.100000 sec): 3 clusters
  Score: Raw -2004108.380657 + Penalty 3175.068566 = -2000933.312091
  nChanged 21
		SP:Iteration 47Q (29460.340000 sec): 3 clusters
  Score: Raw -2004110.490388 + Penalty 3175.068566 = -2000935.421822
  nChanged 16
		SP:Iteration 48Q (29460.620000 sec): 3 clusters
  Score: Raw -2004111.904122 + Penalty 3175.068566 = -2000936.835556
  nChanged 12
		SP:Iteration 49Q (29460.880000 sec): 3 clusters
  Score: Raw -2004112.961524 + Penalty 3175.068566 = -2000937.892958
  nChanged 6
		SP:Iteration 50Q (29461.100000 sec): 3 clusters
  Score: Raw -2004113.345752 + Penalty 3175.068566 = -2000938.277186
  nChanged 7
		SP:Iteration 51Q (29461.410000 sec): 3 clusters
  Score: Raw -2004113.642702 + Penalty 3175.068566 = -2000938.574136
  nChanged 5
		SP:Iteration 52Q (29461.670000 sec): 3 clusters
  Score: Raw -2004113.887712 + Penalty 3175.068566 = -2000938.819146
  nChanged 5
		SP:Iteration 53Q (29461.910000 sec): 3 clusters
  Score: Raw -2004114.262136 + Penalty 3175.068566 = -2000939.193570
  nChanged 4
		SP:Iteration 54Q (29462.180000 sec): 3 clusters
  Score: Raw -2004114.437396 + Penalty 3175.068566 = -2000939.368830
  nChanged 3
		SP:Iteration 55Q (29462.460000 sec): 3 clusters
  Score: Raw -2004114.655678 + Penalty 3175.068566 = -2000939.587112
  nChanged 7
		SP:Iteration 56Q (29462.700000 sec): 3 clusters
  Score: Raw -2004115.217336 + Penalty 3175.068566 = -2000940.148770
  nChanged 11
		SP:Iteration 57Q (29463.010000 sec): 3 clusters
  Score: Raw -2004116.188546 + Penalty 3175.068566 = -2000941.119980
  nChanged 12
		SP:Iteration 58Q (29463.240000 sec): 3 clusters
  Score: Raw -2004117.185490 + Penalty 3175.068566 = -2000942.116924
  nChanged 8
		SP:Iteration 59Q (29463.490000 sec): 3 clusters
  Score: Raw -2004117.710845 + Penalty 3175.068566 = -2000942.642279
  nChanged 5
		SP:Iteration 60F (29463.760000 sec): 3 clusters
  Score: Raw -2004118.044793 + Penalty 3175.068566 = -2000942.976227
  nChanged 7
		SP:Iteration 61Q (29464.040000 sec): 3 clusters
  Score: Raw -2004118.318630 + Penalty 3175.068566 = -2000943.250064
  nChanged 4
		SP:Iteration 62Q (29464.340000 sec): 3 clusters
  Score: Raw -2004118.583334 + Penalty 3175.068566 = -2000943.514768
  nChanged 4
		SP:Iteration 63Q (29464.660000 sec): 3 clusters
  Score: Raw -2004118.894378 + Penalty 3175.068566 = -2000943.825812
  nChanged 5
		SP:Iteration 64Q (29464.900000 sec): 3 clusters
  Score: Raw -2004119.230154 + Penalty 3175.068566 = -2000944.161588
  nChanged 4
		SP:Iteration 65Q (29465.140000 sec): 3 clusters
  Score: Raw -2004119.539284 + Penalty 3175.068566 = -2000944.470718
  nChanged 5
		SP:Iteration 66Q (29465.440000 sec): 3 clusters
  Score: Raw -2004119.993864 + Penalty 3175.068566 = -2000944.925298
  nChanged 5
		SP:Iteration 67Q (29465.700000 sec): 3 clusters
  Score: Raw -2004120.421053 + Penalty 3175.068566 = -2000945.352487
  nChanged 2
		SP:Iteration 68Q (29465.940000 sec): 3 clusters
  Score: Raw -2004120.676381 + Penalty 3175.068566 = -2000945.607815
  nChanged 3
		SP:Iteration 69Q (29466.190000 sec): 3 clusters
  Score: Raw -2004120.852950 + Penalty 3175.068566 = -2000945.784384
  nChanged 3
		SP:Iteration 70Q (29466.440000 sec): 3 clusters
  Score: Raw -2004121.032824 + Penalty 3175.068566 = -2000945.964258
  nChanged 6
		SP:Iteration 71Q (29466.710000 sec): 3 clusters
  Score: Raw -2004121.615817 + Penalty 3175.068566 = -2000946.547251
  nChanged 4
		SP:Iteration 72Q (29466.940000 sec): 3 clusters
  Score: Raw -2004121.944016 + Penalty 3175.068566 = -2000946.875450
  nChanged 4
		SP:Iteration 73Q (29467.200000 sec): 3 clusters
  Score: Raw -2004122.100747 + Penalty 3175.068566 = -2000947.032181
  nChanged 1
		SP:Iteration 74Q (29467.480000 sec): 3 clusters
  Score: Raw -2004122.156279 + Penalty 3175.068566 = -2000947.087713
  nChanged 2
		SP:Iteration 75Q (29467.740000 sec): 3 clusters
  Score: Raw -2004122.206436 + Penalty 3175.068566 = -2000947.137870
  nChanged 0
		SP:Iteration 76F (29468.000000 sec): 3 clusters
  Score: Raw -2004122.206436 + Penalty 3175.068566 = -2000947.137870
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (70049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29468.440000 sec): 2 clusters
  Score: Raw -8182151.531951 + Penalty 1813.004420 = -8180338.527531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29468.960000 sec): 3 clusters
  Score: Raw -8137301.923149 + Penalty 3626.008840 = -8133675.914309
  nChanged 33103
		SP:Iteration 1F (29469.420000 sec): 3 clusters
  Score: Raw -8156412.458341 + Penalty 3626.008840 = -8152786.449501
  nChanged 2828
		SP:Iteration 2Q (29469.900000 sec): 3 clusters
  Score: Raw -8157405.868737 + Penalty 3626.008840 = -8153779.859897
  nChanged 3100
		SP:Iteration 3Q (29470.370000 sec): 3 clusters
  Score: Raw -8158711.219616 + Penalty 3626.008840 = -8155085.210776
  nChanged 3512
		SP:Iteration 4F (29470.820000 sec): 3 clusters
  Score: Raw -8160375.995668 + Penalty 3626.008840 = -8156749.986829
  nChanged 4037
		SP:Iteration 5F (29471.300000 sec): 3 clusters
  Score: Raw -8162586.816239 + Penalty 3626.008840 = -8158960.807399
  nChanged 4641
		SP:Iteration 6F (29471.780000 sec): 3 clusters
  Score: Raw -8165621.062211 + Penalty 3626.008840 = -8161995.053371
  nChanged 4907
		SP:Iteration 7F (29472.190000 sec): 3 clusters
  Score: Raw -8169504.238236 + Penalty 3626.008840 = -8165878.229396
  nChanged 4635
		SP:Iteration 8F (29472.630000 sec): 3 clusters
  Score: Raw -8173614.599325 + Penalty 3626.008840 = -8169988.590486
  nChanged 3641
		SP:Iteration 9F (29473.050000 sec): 3 clusters
  Score: Raw -8176985.422166 + Penalty 3626.008840 = -8173359.413326
  nChanged 2487
		SP:Iteration 10Q (29473.530000 sec): 3 clusters
  Score: Raw -8179070.753428 + Penalty 3626.008840 = -8175444.744588
  nChanged 1668
		SP:Iteration 11Q (29473.960000 sec): 3 clusters
  Score: Raw -8180190.227707 + Penalty 3626.008840 = -8176564.218868
  nChanged 1167
		SP:Iteration 12Q (29474.370000 sec): 3 clusters
  Score: Raw -8180862.965512 + Penalty 3626.008840 = -8177236.956672
  nChanged 878
		SP:Iteration 13Q (29474.790000 sec): 3 clusters
  Score: Raw -8181336.103903 + Penalty 3626.008840 = -8177710.095063
  nChanged 715
		SP:Iteration 14Q (29475.260000 sec): 3 clusters
  Score: Raw -8181741.358982 + Penalty 3626.008840 = -8178115.350142
  nChanged 585
		SP:Iteration 15Q (29475.720000 sec): 3 clusters
  Score: Raw -8182114.904646 + Penalty 3626.008840 = -8178488.895806
  nChanged 495
		SP:Iteration 16Q (29476.170000 sec): 3 clusters
  Score: Raw -8182462.717707 + Penalty 3626.008840 = -8178836.708867
  nChanged 392
		SP:Iteration 17Q (29476.620000 sec): 3 clusters
  Score: Raw -8182717.682306 + Penalty 3626.008840 = -8179091.673467
  nChanged 300
		SP:Iteration 18Q (29477.110000 sec): 3 clusters
  Score: Raw -8182886.454416 + Penalty 3626.008840 = -8179260.445577
  nChanged 245
		SP:Iteration 19Q (29477.630000 sec): 3 clusters
  Score: Raw -8183003.694084 + Penalty 3626.008840 = -8179377.685244
  nChanged 191
		SP:Iteration 20F (29478.140000 sec): 3 clusters
  Score: Raw -8183088.065121 + Penalty 3626.008840 = -8179462.056282
  nChanged 166
		SP:Iteration 21Q (29478.630000 sec): 3 clusters
  Score: Raw -8183147.896932 + Penalty 3626.008840 = -8179521.888092
  nChanged 128
		SP:Iteration 22Q (29479.100000 sec): 3 clusters
  Score: Raw -8183186.416244 + Penalty 3626.008840 = -8179560.407404
  nChanged 90
		SP:Iteration 23Q (29479.610000 sec): 3 clusters
  Score: Raw -8183210.301519 + Penalty 3626.008840 = -8179584.292679
  nChanged 68
		SP:Iteration 24Q (29480.140000 sec): 3 clusters
  Score: Raw -8183223.774196 + Penalty 3626.008840 = -8179597.765356
  nChanged 47
		SP:Iteration 25Q (29480.610000 sec): 3 clusters
  Score: Raw -8183232.094229 + Penalty 3626.008840 = -8179606.085389
  nChanged 34
		SP:Iteration 26Q (29481.130000 sec): 3 clusters
  Score: Raw -8183238.188061 + Penalty 3626.008840 = -8179612.179221
  nChanged 30
		SP:Iteration 27Q (29481.630000 sec): 3 clusters
  Score: Raw -8183241.994658 + Penalty 3626.008840 = -8179615.985818
  nChanged 12
		SP:Iteration 28Q (29482.070000 sec): 3 clusters
  Score: Raw -8183243.356682 + Penalty 3626.008840 = -8179617.347843
  nChanged 9
		SP:Iteration 29Q (29482.550000 sec): 3 clusters
  Score: Raw -8183244.847815 + Penalty 3626.008840 = -8179618.838975
  nChanged 11
		SP:Iteration 30Q (29483.020000 sec): 3 clusters
  Score: Raw -8183246.320036 + Penalty 3626.008840 = -8179620.311196
  nChanged 5
		SP:Iteration 31Q (29483.520000 sec): 3 clusters
  Score: Raw -8183247.034517 + Penalty 3626.008840 = -8179621.025677
  nChanged 4
		SP:Iteration 32Q (29483.970000 sec): 3 clusters
  Score: Raw -8183247.443469 + Penalty 3626.008840 = -8179621.434629
  nChanged 3
		SP:Iteration 33Q (29484.410000 sec): 3 clusters
  Score: Raw -8183247.964297 + Penalty 3626.008840 = -8179621.955458
  nChanged 3
		SP:Iteration 34Q (29484.870000 sec): 3 clusters
  Score: Raw -8183248.266542 + Penalty 3626.008840 = -8179622.257702
  nChanged 3
		SP:Iteration 35Q (29485.330000 sec): 3 clusters
  Score: Raw -8183248.716840 + Penalty 3626.008840 = -8179622.708000
  nChanged 6
		SP:Iteration 36Q (29485.810000 sec): 3 clusters
  Score: Raw -8183249.665641 + Penalty 3626.008840 = -8179623.656801
  nChanged 5
		SP:Iteration 37Q (29486.280000 sec): 3 clusters
  Score: Raw -8183250.056218 + Penalty 3626.008840 = -8179624.047379
  nChanged 3
		SP:Iteration 38Q (29486.780000 sec): 3 clusters
  Score: Raw -8183250.247651 + Penalty 3626.008840 = -8179624.238811
  nChanged 2
		SP:Iteration 39Q (29487.260000 sec): 3 clusters
  Score: Raw -8183250.370370 + Penalty 3626.008840 = -8179624.361530
  nChanged 2
		SP:Iteration 40F (29487.770000 sec): 3 clusters
  Score: Raw -8183250.595826 + Penalty 3626.008840 = -8179624.586987
  nChanged 1
		SP:Iteration 41Q (29488.240000 sec): 3 clusters
  Score: Raw -8183250.711431 + Penalty 3626.008840 = -8179624.702591
  nChanged 0
		SP:Iteration 42F (29488.760000 sec): 3 clusters
  Score: Raw -8183250.711431 + Penalty 3626.008840 = -8179624.702591
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (14443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29488.910000 sec): 2 clusters
  Score: Raw -1738325.903019 + Penalty 1556.419336 = -1736769.483683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29489.200000 sec): 3 clusters
  Score: Raw -1729910.409778 + Penalty 3112.838673 = -1726797.571105
  nChanged 6398
		SP:Iteration 1F (29489.400000 sec): 3 clusters
  Score: Raw -1733354.307051 + Penalty 3112.838673 = -1730241.468378
  nChanged 775
		SP:Iteration 2F (29489.630000 sec): 3 clusters
  Score: Raw -1733650.116183 + Penalty 3112.838673 = -1730537.277510
  nChanged 690
		SP:Iteration 3Q (29489.910000 sec): 3 clusters
  Score: Raw -1733923.748270 + Penalty 3112.838673 = -1730810.909597
  nChanged 707
		SP:Iteration 4Q (29490.140000 sec): 3 clusters
  Score: Raw -1734236.796270 + Penalty 3112.838673 = -1731123.957597
  nChanged 785
		SP:Iteration 5F (29490.450000 sec): 3 clusters
  Score: Raw -1734628.803707 + Penalty 3112.838673 = -1731515.965034
  nChanged 811
		SP:Iteration 6F (29490.650000 sec): 3 clusters
  Score: Raw -1735079.455671 + Penalty 3112.838673 = -1731966.616998
  nChanged 824
		SP:Iteration 7F (29490.880000 sec): 3 clusters
  Score: Raw -1735590.080252 + Penalty 3112.838673 = -1732477.241579
  nChanged 849
		SP:Iteration 8F (29491.180000 sec): 3 clusters
  Score: Raw -1736149.274882 + Penalty 3112.838673 = -1733036.436209
  nChanged 805
		SP:Iteration 9F (29491.410000 sec): 3 clusters
  Score: Raw -1736673.251533 + Penalty 3112.838673 = -1733560.412860
  nChanged 684
		SP:Iteration 10Q (29491.690000 sec): 3 clusters
  Score: Raw -1737078.022250 + Penalty 3112.838673 = -1733965.183578
  nChanged 559
		SP:Iteration 11Q (29491.930000 sec): 3 clusters
  Score: Raw -1737386.642721 + Penalty 3112.838673 = -1734273.804048
  nChanged 412
		SP:Iteration 12Q (29492.180000 sec): 3 clusters
  Score: Raw -1737612.469288 + Penalty 3112.838673 = -1734499.630615
  nChanged 349
		SP:Iteration 13Q (29492.420000 sec): 3 clusters
  Score: Raw -1737789.371965 + Penalty 3112.838673 = -1734676.533292
  nChanged 297
		SP:Iteration 14Q (29492.680000 sec): 3 clusters
  Score: Raw -1737943.211110 + Penalty 3112.838673 = -1734830.372437
  nChanged 254
		SP:Iteration 15Q (29492.910000 sec): 3 clusters
  Score: Raw -1738076.375879 + Penalty 3112.838673 = -1734963.537206
  nChanged 214
		SP:Iteration 16Q (29493.190000 sec): 3 clusters
  Score: Raw -1738195.586261 + Penalty 3112.838673 = -1735082.747589
  nChanged 198
		SP:Iteration 17Q (29493.430000 sec): 3 clusters
  Score: Raw -1738313.127508 + Penalty 3112.838673 = -1735200.288835
  nChanged 165
		SP:Iteration 18Q (29493.720000 sec): 3 clusters
  Score: Raw -1738413.523178 + Penalty 3112.838673 = -1735300.684506
  nChanged 126
		SP:Iteration 19Q (29493.940000 sec): 3 clusters
  Score: Raw -1738484.918158 + Penalty 3112.838673 = -1735372.079485
  nChanged 98
		SP:Iteration 20F (29494.200000 sec): 3 clusters
  Score: Raw -1738533.433811 + Penalty 3112.838673 = -1735420.595138
  nChanged 67
		SP:Iteration 21Q (29494.440000 sec): 3 clusters
  Score: Raw -1738569.123063 + Penalty 3112.838673 = -1735456.284390
  nChanged 51
		SP:Iteration 22Q (29494.750000 sec): 3 clusters
  Score: Raw -1738595.818201 + Penalty 3112.838673 = -1735482.979528
  nChanged 42
		SP:Iteration 23Q (29494.960000 sec): 3 clusters
  Score: Raw -1738612.687601 + Penalty 3112.838673 = -1735499.848928
  nChanged 26
		SP:Iteration 24Q (29495.200000 sec): 3 clusters
  Score: Raw -1738623.672525 + Penalty 3112.838673 = -1735510.833853
  nChanged 22
		SP:Iteration 25Q (29495.390000 sec): 3 clusters
  Score: Raw -1738635.050381 + Penalty 3112.838673 = -1735522.211708
  nChanged 17
		SP:Iteration 26Q (29495.620000 sec): 3 clusters
  Score: Raw -1738641.416813 + Penalty 3112.838673 = -1735528.578140
  nChanged 19
		SP:Iteration 27Q (29495.840000 sec): 3 clusters
  Score: Raw -1738647.739289 + Penalty 3112.838673 = -1735534.900616
  nChanged 13
		SP:Iteration 28Q (29496.120000 sec): 3 clusters
  Score: Raw -1738652.864455 + Penalty 3112.838673 = -1735540.025782
  nChanged 14
		SP:Iteration 29Q (29496.360000 sec): 3 clusters
  Score: Raw -1738658.161810 + Penalty 3112.838673 = -1735545.323137
  nChanged 13
		SP:Iteration 30Q (29496.570000 sec): 3 clusters
  Score: Raw -1738663.241413 + Penalty 3112.838673 = -1735550.402740
  nChanged 11
		SP:Iteration 31Q (29496.840000 sec): 3 clusters
  Score: Raw -1738665.669415 + Penalty 3112.838673 = -1735552.830742
  nChanged 5
		SP:Iteration 32Q (29497.080000 sec): 3 clusters
  Score: Raw -1738666.872316 + Penalty 3112.838673 = -1735554.033644
  nChanged 3
		SP:Iteration 33Q (29497.320000 sec): 3 clusters
  Score: Raw -1738667.709495 + Penalty 3112.838673 = -1735554.870823
  nChanged 1
		SP:Iteration 34Q (29497.600000 sec): 3 clusters
  Score: Raw -1738667.948879 + Penalty 3112.838673 = -1735555.110206
  nChanged 2
		SP:Iteration 35Q (29497.820000 sec): 3 clusters
  Score: Raw -1738668.683878 + Penalty 3112.838673 = -1735555.845205
  nChanged 2
		SP:Iteration 36Q (29498.090000 sec): 3 clusters
  Score: Raw -1738669.166001 + Penalty 3112.838673 = -1735556.327328
  nChanged 1
		SP:Iteration 37Q (29498.360000 sec): 3 clusters
  Score: Raw -1738669.360064 + Penalty 3112.838673 = -1735556.521391
  nChanged 1
		SP:Iteration 38Q (29498.630000 sec): 3 clusters
  Score: Raw -1738669.620075 + Penalty 3112.838673 = -1735556.781402
  nChanged 1
		SP:Iteration 39Q (29498.850000 sec): 3 clusters
  Score: Raw -1738669.752688 + Penalty 3112.838673 = -1735556.914015
  nChanged 0
		SP:Iteration 40F (29499.090000 sec): 3 clusters
  Score: Raw -1738669.752688 + Penalty 3112.838673 = -1735556.914015
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (74700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29499.620000 sec): 2 clusters
  Score: Raw -8902741.710032 + Penalty 1823.450748 = -8900918.259284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29500.200000 sec): 3 clusters
  Score: Raw -8854459.259994 + Penalty 3646.901496 = -8850812.358499
  nChanged 35541
		SP:Iteration 1F (29500.760000 sec): 3 clusters
  Score: Raw -8874870.363776 + Penalty 3646.901496 = -8871223.462280
  nChanged 2855
		SP:Iteration 2Q (29501.300000 sec): 3 clusters
  Score: Raw -8875861.997720 + Penalty 3646.901496 = -8872215.096224
  nChanged 3636
		SP:Iteration 3Q (29501.890000 sec): 3 clusters
  Score: Raw -8877604.840458 + Penalty 3646.901496 = -8873957.938963
  nChanged 4908
		SP:Iteration 4F (29502.440000 sec): 3 clusters
  Score: Raw -8880799.187226 + Penalty 3646.901496 = -8877152.285730
  nChanged 6228
		SP:Iteration 5F (29502.970000 sec): 3 clusters
  Score: Raw -8885744.855273 + Penalty 3646.901496 = -8882097.953777
  nChanged 6549
		SP:Iteration 6F (29503.510000 sec): 3 clusters
  Score: Raw -8891414.283586 + Penalty 3646.901496 = -8887767.382091
  nChanged 5365
		SP:Iteration 7F (29504.030000 sec): 3 clusters
  Score: Raw -8896071.081672 + Penalty 3646.901496 = -8892424.180177
  nChanged 3477
		SP:Iteration 8Q (29504.580000 sec): 3 clusters
  Score: Raw -8899294.806470 + Penalty 3646.901496 = -8895647.904975
  nChanged 2085
		SP:Iteration 9Q (29505.080000 sec): 3 clusters
  Score: Raw -8901714.287933 + Penalty 3646.901496 = -8898067.386437
  nChanged 1071
		SP:Iteration 10Q (29505.590000 sec): 3 clusters
  Score: Raw -8903096.949041 + Penalty 3646.901496 = -8899450.047545
  nChanged 604
		SP:Iteration 11Q (29506.100000 sec): 3 clusters
  Score: Raw -8903643.803365 + Penalty 3646.901496 = -8899996.901869
  nChanged 366
		SP:Iteration 12Q (29506.560000 sec): 3 clusters
  Score: Raw -8903844.250443 + Penalty 3646.901496 = -8900197.348947
  nChanged 230
		SP:Iteration 13Q (29506.950000 sec): 3 clusters
  Score: Raw -8903942.012607 + Penalty 3646.901496 = -8900295.111111
  nChanged 169
		SP:Iteration 14Q (29507.440000 sec): 3 clusters
  Score: Raw -8904005.254154 + Penalty 3646.901496 = -8900358.352658
  nChanged 135
		SP:Iteration 15Q (29507.890000 sec): 3 clusters
  Score: Raw -8904052.608579 + Penalty 3646.901496 = -8900405.707084
  nChanged 128
		SP:Iteration 16Q (29508.290000 sec): 3 clusters
  Score: Raw -8904091.977993 + Penalty 3646.901496 = -8900445.076497
  nChanged 85
		SP:Iteration 17Q (29508.790000 sec): 3 clusters
  Score: Raw -8904112.357396 + Penalty 3646.901496 = -8900465.455900
  nChanged 68
		SP:Iteration 18Q (29509.240000 sec): 3 clusters
  Score: Raw -8904124.256037 + Penalty 3646.901496 = -8900477.354542
  nChanged 45
		SP:Iteration 19Q (29509.750000 sec): 3 clusters
  Score: Raw -8904131.848249 + Penalty 3646.901496 = -8900484.946753
  nChanged 38
		SP:Iteration 20F (29510.280000 sec): 3 clusters
  Score: Raw -8904137.752546 + Penalty 3646.901496 = -8900490.851050
  nChanged 31
		SP:Iteration 21Q (29510.790000 sec): 3 clusters
  Score: Raw -8904142.287024 + Penalty 3646.901496 = -8900495.385528
  nChanged 22
		SP:Iteration 22Q (29511.160000 sec): 3 clusters
  Score: Raw -8904144.927755 + Penalty 3646.901496 = -8900498.026259
  nChanged 19
		SP:Iteration 23Q (29511.630000 sec): 3 clusters
  Score: Raw -8904146.772618 + Penalty 3646.901496 = -8900499.871122
  nChanged 12
		SP:Iteration 24Q (29512.100000 sec): 3 clusters
  Score: Raw -8904148.305381 + Penalty 3646.901496 = -8900501.403885
  nChanged 11
		SP:Iteration 25Q (29512.600000 sec): 3 clusters
  Score: Raw -8904150.126080 + Penalty 3646.901496 = -8900503.224585
  nChanged 12
		SP:Iteration 26Q (29513.100000 sec): 3 clusters
  Score: Raw -8904151.854042 + Penalty 3646.901496 = -8900504.952547
  nChanged 7
		SP:Iteration 27Q (29513.580000 sec): 3 clusters
  Score: Raw -8904152.772591 + Penalty 3646.901496 = -8900505.871095
  nChanged 8
		SP:Iteration 28Q (29514.040000 sec): 3 clusters
  Score: Raw -8904153.912818 + Penalty 3646.901496 = -8900507.011322
  nChanged 12
		SP:Iteration 29Q (29514.470000 sec): 3 clusters
  Score: Raw -8904155.309191 + Penalty 3646.901496 = -8900508.407696
  nChanged 9
		SP:Iteration 30Q (29515.040000 sec): 3 clusters
  Score: Raw -8904156.161706 + Penalty 3646.901496 = -8900509.260211
  nChanged 5
		SP:Iteration 31Q (29515.510000 sec): 3 clusters
  Score: Raw -8904156.804479 + Penalty 3646.901496 = -8900509.902983
  nChanged 7
		SP:Iteration 32Q (29516.000000 sec): 3 clusters
  Score: Raw -8904157.610415 + Penalty 3646.901496 = -8900510.708920
  nChanged 7
		SP:Iteration 33Q (29516.430000 sec): 3 clusters
  Score: Raw -8904158.172447 + Penalty 3646.901496 = -8900511.270951
  nChanged 4
		SP:Iteration 34Q (29516.900000 sec): 3 clusters
  Score: Raw -8904158.619256 + Penalty 3646.901496 = -8900511.717760
  nChanged 1
		SP:Iteration 35Q (29517.420000 sec): 3 clusters
  Score: Raw -8904158.673867 + Penalty 3646.901496 = -8900511.772372
  nChanged 0
		SP:Iteration 36F (29517.970000 sec): 3 clusters
  Score: Raw -8904158.673867 + Penalty 3646.901496 = -8900511.772372
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (15798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29518.140000 sec): 2 clusters
  Score: Raw -1801711.578406 + Penalty 1570.991277 = -1800140.587129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29518.410000 sec): 3 clusters
  Score: Raw -1792305.715121 + Penalty 3141.982554 = -1789163.732567
  nChanged 7048
		SP:Iteration 1F (29518.700000 sec): 3 clusters
  Score: Raw -1796277.753185 + Penalty 3141.982554 = -1793135.770631
  nChanged 1063
		SP:Iteration 2F (29518.970000 sec): 3 clusters
  Score: Raw -1796815.415366 + Penalty 3141.982554 = -1793673.432812
  nChanged 943
		SP:Iteration 3F (29519.210000 sec): 3 clusters
  Score: Raw -1797306.817384 + Penalty 3141.982554 = -1794164.834830
  nChanged 912
		SP:Iteration 4F (29519.490000 sec): 3 clusters
  Score: Raw -1797825.337874 + Penalty 3141.982554 = -1794683.355320
  nChanged 912
		SP:Iteration 5F (29519.810000 sec): 3 clusters
  Score: Raw -1798385.205955 + Penalty 3141.982554 = -1795243.223401
  nChanged 889
		SP:Iteration 6F (29520.110000 sec): 3 clusters
  Score: Raw -1799015.115884 + Penalty 3141.982554 = -1795873.133330
  nChanged 862
		SP:Iteration 7F (29520.370000 sec): 3 clusters
  Score: Raw -1799660.257055 + Penalty 3141.982554 = -1796518.274501
  nChanged 805
		SP:Iteration 8F (29520.640000 sec): 3 clusters
  Score: Raw -1800307.674472 + Penalty 3141.982554 = -1797165.691918
  nChanged 667
		SP:Iteration 9Q (29520.870000 sec): 3 clusters
  Score: Raw -1800813.866138 + Penalty 3141.982554 = -1797671.883583
  nChanged 473
		SP:Iteration 10Q (29521.170000 sec): 3 clusters
  Score: Raw -1801135.542024 + Penalty 3141.982554 = -1797993.559470
  nChanged 347
		SP:Iteration 11Q (29521.480000 sec): 3 clusters
  Score: Raw -1801376.954146 + Penalty 3141.982554 = -1798234.971591
  nChanged 282
		SP:Iteration 12Q (29521.720000 sec): 3 clusters
  Score: Raw -1801570.347286 + Penalty 3141.982554 = -1798428.364732
  nChanged 235
		SP:Iteration 13Q (29521.970000 sec): 3 clusters
  Score: Raw -1801721.479620 + Penalty 3141.982554 = -1798579.497066
  nChanged 207
		SP:Iteration 14Q (29522.220000 sec): 3 clusters
  Score: Raw -1801839.552834 + Penalty 3141.982554 = -1798697.570280
  nChanged 167
		SP:Iteration 15Q (29522.490000 sec): 3 clusters
  Score: Raw -1801932.464928 + Penalty 3141.982554 = -1798790.482373
  nChanged 149
		SP:Iteration 16Q (29522.780000 sec): 3 clusters
  Score: Raw -1802005.994935 + Penalty 3141.982554 = -1798864.012380
  nChanged 131
		SP:Iteration 17Q (29523.030000 sec): 3 clusters
  Score: Raw -1802074.319006 + Penalty 3141.982554 = -1798932.336452
  nChanged 109
		SP:Iteration 18Q (29523.260000 sec): 3 clusters
  Score: Raw -1802123.874568 + Penalty 3141.982554 = -1798981.892013
  nChanged 85
		SP:Iteration 19Q (29523.530000 sec): 3 clusters
  Score: Raw -1802158.786055 + Penalty 3141.982554 = -1799016.803501
  nChanged 82
		SP:Iteration 20F (29523.810000 sec): 3 clusters
  Score: Raw -1802188.448435 + Penalty 3141.982554 = -1799046.465880
  nChanged 58
		SP:Iteration 21Q (29524.080000 sec): 3 clusters
  Score: Raw -1802208.793269 + Penalty 3141.982554 = -1799066.810715
  nChanged 54
		SP:Iteration 22Q (29524.340000 sec): 3 clusters
  Score: Raw -1802229.150998 + Penalty 3141.982554 = -1799087.168444
  nChanged 55
		SP:Iteration 23Q (29524.600000 sec): 3 clusters
  Score: Raw -1802249.844082 + Penalty 3141.982554 = -1799107.861528
  nChanged 43
		SP:Iteration 24Q (29524.880000 sec): 3 clusters
  Score: Raw -1802265.412343 + Penalty 3141.982554 = -1799123.429789
  nChanged 45
		SP:Iteration 25Q (29525.170000 sec): 3 clusters
  Score: Raw -1802281.876782 + Penalty 3141.982554 = -1799139.894228
  nChanged 42
		SP:Iteration 26Q (29525.410000 sec): 3 clusters
  Score: Raw -1802295.681730 + Penalty 3141.982554 = -1799153.699176
  nChanged 34
		SP:Iteration 27Q (29525.680000 sec): 3 clusters
  Score: Raw -1802304.260862 + Penalty 3141.982554 = -1799162.278308
  nChanged 32
		SP:Iteration 28Q (29525.960000 sec): 3 clusters
  Score: Raw -1802315.177404 + Penalty 3141.982554 = -1799173.194849
  nChanged 28
		SP:Iteration 29Q (29526.240000 sec): 3 clusters
  Score: Raw -1802326.281545 + Penalty 3141.982554 = -1799184.298991
  nChanged 29
		SP:Iteration 30Q (29526.510000 sec): 3 clusters
  Score: Raw -1802336.890591 + Penalty 3141.982554 = -1799194.908037
  nChanged 23
		SP:Iteration 31Q (29526.780000 sec): 3 clusters
  Score: Raw -1802349.630748 + Penalty 3141.982554 = -1799207.648194
  nChanged 35
		SP:Iteration 32Q (29527.050000 sec): 3 clusters
  Score: Raw -1802366.666848 + Penalty 3141.982554 = -1799224.684294
  nChanged 38
		SP:Iteration 33Q (29527.250000 sec): 3 clusters
  Score: Raw -1802384.472364 + Penalty 3141.982554 = -1799242.489810
  nChanged 42
		SP:Iteration 34Q (29527.510000 sec): 3 clusters
  Score: Raw -1802405.862624 + Penalty 3141.982554 = -1799263.880070
  nChanged 46
		SP:Iteration 35Q (29527.750000 sec): 3 clusters
  Score: Raw -1802426.655813 + Penalty 3141.982554 = -1799284.673259
  nChanged 33
		SP:Iteration 36Q (29527.960000 sec): 3 clusters
  Score: Raw -1802446.024532 + Penalty 3141.982554 = -1799304.041977
  nChanged 43
		SP:Iteration 37Q (29528.240000 sec): 3 clusters
  Score: Raw -1802473.030554 + Penalty 3141.982554 = -1799331.048000
  nChanged 54
		SP:Iteration 38Q (29528.500000 sec): 3 clusters
  Score: Raw -1802507.096131 + Penalty 3141.982554 = -1799365.113576
  nChanged 54
		SP:Iteration 39Q (29528.730000 sec): 3 clusters
  Score: Raw -1802541.256151 + Penalty 3141.982554 = -1799399.273597
  nChanged 54
		SP:Iteration 40F (29528.950000 sec): 3 clusters
  Score: Raw -1802576.424550 + Penalty 3141.982554 = -1799434.441996
  nChanged 34
		SP:Iteration 41Q (29529.260000 sec): 3 clusters
  Score: Raw -1802595.779123 + Penalty 3141.982554 = -1799453.796569
  nChanged 32
		SP:Iteration 42Q (29529.520000 sec): 3 clusters
  Score: Raw -1802613.985281 + Penalty 3141.982554 = -1799472.002727
  nChanged 33
		SP:Iteration 43Q (29529.770000 sec): 3 clusters
  Score: Raw -1802631.032409 + Penalty 3141.982554 = -1799489.049854
  nChanged 25
		SP:Iteration 44Q (29530.010000 sec): 3 clusters
  Score: Raw -1802640.409344 + Penalty 3141.982554 = -1799498.426790
  nChanged 11
		SP:Iteration 45Q (29530.250000 sec): 3 clusters
  Score: Raw -1802643.509519 + Penalty 3141.982554 = -1799501.526964
  nChanged 7
		SP:Iteration 46Q (29530.450000 sec): 3 clusters
  Score: Raw -1802645.325923 + Penalty 3141.982554 = -1799503.343369
  nChanged 3
		SP:Iteration 47Q (29530.680000 sec): 3 clusters
  Score: Raw -1802646.265010 + Penalty 3141.982554 = -1799504.282456
  nChanged 5
		SP:Iteration 48Q (29530.960000 sec): 3 clusters
  Score: Raw -1802647.611537 + Penalty 3141.982554 = -1799505.628982
  nChanged 7
		SP:Iteration 49Q (29531.200000 sec): 3 clusters
  Score: Raw -1802649.537087 + Penalty 3141.982554 = -1799507.554533
  nChanged 4
		SP:Iteration 50Q (29531.390000 sec): 3 clusters
  Score: Raw -1802650.626468 + Penalty 3141.982554 = -1799508.643913
  nChanged 3
		SP:Iteration 51Q (29531.720000 sec): 3 clusters
  Score: Raw -1802651.240957 + Penalty 3141.982554 = -1799509.258402
  nChanged 3
		SP:Iteration 52Q (29531.960000 sec): 3 clusters
  Score: Raw -1802651.935175 + Penalty 3141.982554 = -1799509.952621
  nChanged 5
		SP:Iteration 53Q (29532.180000 sec): 3 clusters
  Score: Raw -1802653.434466 + Penalty 3141.982554 = -1799511.451911
  nChanged 1
		SP:Iteration 54Q (29532.400000 sec): 3 clusters
  Score: Raw -1802653.795487 + Penalty 3141.982554 = -1799511.812933
  nChanged 1
		SP:Iteration 55Q (29532.660000 sec): 3 clusters
  Score: Raw -1802653.995204 + Penalty 3141.982554 = -1799512.012650
  nChanged 0
		SP:Iteration 56F (29532.910000 sec): 3 clusters
  Score: Raw -1802653.995204 + Penalty 3141.982554 = -1799512.012650
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29533.160000 sec): 2 clusters
  Score: Raw -1913170.197072 + Penalty 1578.822667 = -1911591.374405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29533.430000 sec): 3 clusters
  Score: Raw -1903411.498590 + Penalty 3157.645333 = -1900253.853257
  nChanged 7439
		SP:Iteration 1F (29533.780000 sec): 3 clusters
  Score: Raw -1907637.848859 + Penalty 3157.645333 = -1904480.203526
  nChanged 1126
		SP:Iteration 2F (29534.020000 sec): 3 clusters
  Score: Raw -1908302.205297 + Penalty 3157.645333 = -1905144.559964
  nChanged 1098
		SP:Iteration 3F (29534.350000 sec): 3 clusters
  Score: Raw -1908998.239453 + Penalty 3157.645333 = -1905840.594120
  nChanged 1085
		SP:Iteration 4F (29534.660000 sec): 3 clusters
  Score: Raw -1909668.829515 + Penalty 3157.645333 = -1906511.184182
  nChanged 1045
		SP:Iteration 5F (29534.920000 sec): 3 clusters
  Score: Raw -1910359.563896 + Penalty 3157.645333 = -1907201.918563
  nChanged 975
		SP:Iteration 6F (29535.140000 sec): 3 clusters
  Score: Raw -1911062.097889 + Penalty 3157.645333 = -1907904.452555
  nChanged 836
		SP:Iteration 7F (29535.440000 sec): 3 clusters
  Score: Raw -1911692.263433 + Penalty 3157.645333 = -1908534.618100
  nChanged 692
		SP:Iteration 8Q (29535.700000 sec): 3 clusters
  Score: Raw -1912179.855182 + Penalty 3157.645333 = -1909022.209848
  nChanged 525
		SP:Iteration 9Q (29535.940000 sec): 3 clusters
  Score: Raw -1912469.580425 + Penalty 3157.645333 = -1909311.935092
  nChanged 387
		SP:Iteration 10Q (29536.240000 sec): 3 clusters
  Score: Raw -1912634.288511 + Penalty 3157.645333 = -1909476.643177
  nChanged 290
		SP:Iteration 11Q (29536.490000 sec): 3 clusters
  Score: Raw -1912740.459917 + Penalty 3157.645333 = -1909582.814583
  nChanged 226
		SP:Iteration 12Q (29536.760000 sec): 3 clusters
  Score: Raw -1912821.314570 + Penalty 3157.645333 = -1909663.669237
  nChanged 198
		SP:Iteration 13Q (29537.090000 sec): 3 clusters
  Score: Raw -1912896.184072 + Penalty 3157.645333 = -1909738.538739
  nChanged 182
		SP:Iteration 14Q (29537.340000 sec): 3 clusters
  Score: Raw -1912966.214471 + Penalty 3157.645333 = -1909808.569138
  nChanged 173
		SP:Iteration 15Q (29537.600000 sec): 3 clusters
  Score: Raw -1913028.762789 + Penalty 3157.645333 = -1909871.117456
  nChanged 161
		SP:Iteration 16Q (29537.910000 sec): 3 clusters
  Score: Raw -1913077.562437 + Penalty 3157.645333 = -1909919.917103
  nChanged 142
		SP:Iteration 17Q (29538.190000 sec): 3 clusters
  Score: Raw -1913117.781871 + Penalty 3157.645333 = -1909960.136538
  nChanged 144
		SP:Iteration 18Q (29538.450000 sec): 3 clusters
  Score: Raw -1913156.200153 + Penalty 3157.645333 = -1909998.554820
  nChanged 125
		SP:Iteration 19Q (29538.770000 sec): 3 clusters
  Score: Raw -1913185.723778 + Penalty 3157.645333 = -1910028.078445
  nChanged 123
		SP:Iteration 20F (29539.000000 sec): 3 clusters
  Score: Raw -1913216.871632 + Penalty 3157.645333 = -1910059.226299
  nChanged 121
		SP:Iteration 21Q (29539.310000 sec): 3 clusters
  Score: Raw -1913250.843272 + Penalty 3157.645333 = -1910093.197939
  nChanged 118
		SP:Iteration 22Q (29539.540000 sec): 3 clusters
  Score: Raw -1913279.087876 + Penalty 3157.645333 = -1910121.442543
  nChanged 120
		SP:Iteration 23Q (29539.800000 sec): 3 clusters
  Score: Raw -1913309.666493 + Penalty 3157.645333 = -1910152.021160
  nChanged 122
		SP:Iteration 24Q (29540.050000 sec): 3 clusters
  Score: Raw -1913338.708777 + Penalty 3157.645333 = -1910181.063444
  nChanged 87
		SP:Iteration 25Q (29540.300000 sec): 3 clusters
  Score: Raw -1913356.344894 + Penalty 3157.645333 = -1910198.699560
  nChanged 88
		SP:Iteration 26Q (29540.530000 sec): 3 clusters
  Score: Raw -1913377.307196 + Penalty 3157.645333 = -1910219.661863
  nChanged 89
		SP:Iteration 27Q (29540.800000 sec): 3 clusters
  Score: Raw -1913399.366650 + Penalty 3157.645333 = -1910241.721317
  nChanged 88
		SP:Iteration 28Q (29541.030000 sec): 3 clusters
  Score: Raw -1913419.880385 + Penalty 3157.645333 = -1910262.235052
  nChanged 91
		SP:Iteration 29Q (29541.300000 sec): 3 clusters
  Score: Raw -1913442.681152 + Penalty 3157.645333 = -1910285.035819
  nChanged 89
		SP:Iteration 30Q (29541.560000 sec): 3 clusters
  Score: Raw -1913466.972816 + Penalty 3157.645333 = -1910309.327483
  nChanged 106
		SP:Iteration 31Q (29541.780000 sec): 3 clusters
  Score: Raw -1913494.131764 + Penalty 3157.645333 = -1910336.486430
  nChanged 95
		SP:Iteration 32Q (29542.020000 sec): 3 clusters
  Score: Raw -1913520.030972 + Penalty 3157.645333 = -1910362.385639
  nChanged 93
		SP:Iteration 33Q (29542.270000 sec): 3 clusters
  Score: Raw -1913543.960174 + Penalty 3157.645333 = -1910386.314841
  nChanged 95
		SP:Iteration 34Q (29542.550000 sec): 3 clusters
  Score: Raw -1913569.099848 + Penalty 3157.645333 = -1910411.454515
  nChanged 89
		SP:Iteration 35Q (29542.790000 sec): 3 clusters
  Score: Raw -1913592.252762 + Penalty 3157.645333 = -1910434.607429
  nChanged 69
		SP:Iteration 36Q (29543.100000 sec): 3 clusters
  Score: Raw -1913610.150204 + Penalty 3157.645333 = -1910452.504871
  nChanged 66
		SP:Iteration 37Q (29543.320000 sec): 3 clusters
  Score: Raw -1913631.603302 + Penalty 3157.645333 = -1910473.957969
  nChanged 73
		SP:Iteration 38Q (29543.600000 sec): 3 clusters
  Score: Raw -1913652.526812 + Penalty 3157.645333 = -1910494.881479
  nChanged 61
		SP:Iteration 39Q (29543.800000 sec): 3 clusters
  Score: Raw -1913668.077549 + Penalty 3157.645333 = -1910510.432216
  nChanged 56
		SP:Iteration 40F (29544.060000 sec): 3 clusters
  Score: Raw -1913682.458191 + Penalty 3157.645333 = -1910524.812858
  nChanged 53
		SP:Iteration 41Q (29544.350000 sec): 3 clusters
  Score: Raw -1913695.091305 + Penalty 3157.645333 = -1910537.445971
  nChanged 36
		SP:Iteration 42Q (29544.580000 sec): 3 clusters
  Score: Raw -1913705.236219 + Penalty 3157.645333 = -1910547.590886
  nChanged 46
		SP:Iteration 43Q (29544.840000 sec): 3 clusters
  Score: Raw -1913717.903692 + Penalty 3157.645333 = -1910560.258359
  nChanged 48
		SP:Iteration 44Q (29545.070000 sec): 3 clusters
  Score: Raw -1913727.350434 + Penalty 3157.645333 = -1910569.705101
  nChanged 30
		SP:Iteration 45Q (29545.320000 sec): 3 clusters
  Score: Raw -1913734.556748 + Penalty 3157.645333 = -1910576.911415
  nChanged 35
		SP:Iteration 46Q (29545.530000 sec): 3 clusters
  Score: Raw -1913744.222349 + Penalty 3157.645333 = -1910586.577016
  nChanged 31
		SP:Iteration 47Q (29545.790000 sec): 3 clusters
  Score: Raw -1913751.677429 + Penalty 3157.645333 = -1910594.032096
  nChanged 33
		SP:Iteration 48Q (29546.020000 sec): 3 clusters
  Score: Raw -1913759.338430 + Penalty 3157.645333 = -1910601.693097
  nChanged 30
		SP:Iteration 49Q (29546.260000 sec): 3 clusters
  Score: Raw -1913767.605890 + Penalty 3157.645333 = -1910609.960557
  nChanged 32
		SP:Iteration 50Q (29546.510000 sec): 3 clusters
  Score: Raw -1913775.017744 + Penalty 3157.645333 = -1910617.372411
  nChanged 26
		SP:Iteration 51Q (29546.730000 sec): 3 clusters
  Score: Raw -1913782.918694 + Penalty 3157.645333 = -1910625.273361
  nChanged 34
		SP:Iteration 52Q (29547.010000 sec): 3 clusters
  Score: Raw -1913791.596133 + Penalty 3157.645333 = -1910633.950800
  nChanged 34
		SP:Iteration 53Q (29547.250000 sec): 3 clusters
  Score: Raw -1913801.224187 + Penalty 3157.645333 = -1910643.578854
  nChanged 31
		SP:Iteration 54Q (29547.480000 sec): 3 clusters
  Score: Raw -1913808.963030 + Penalty 3157.645333 = -1910651.317697
  nChanged 23
		SP:Iteration 55Q (29547.790000 sec): 3 clusters
  Score: Raw -1913814.526269 + Penalty 3157.645333 = -1910656.880935
  nChanged 18
		SP:Iteration 56Q (29548.040000 sec): 3 clusters
  Score: Raw -1913820.129858 + Penalty 3157.645333 = -1910662.484525
  nChanged 19
		SP:Iteration 57Q (29548.340000 sec): 3 clusters
  Score: Raw -1913823.968839 + Penalty 3157.645333 = -1910666.323506
  nChanged 20
		SP:Iteration 58Q (29548.550000 sec): 3 clusters
  Score: Raw -1913828.099921 + Penalty 3157.645333 = -1910670.454588
  nChanged 19
		SP:Iteration 59Q (29548.830000 sec): 3 clusters
  Score: Raw -1913831.913759 + Penalty 3157.645333 = -1910674.268426
  nChanged 16
		SP:Iteration 60F (29549.060000 sec): 3 clusters
  Score: Raw -1913835.545326 + Penalty 3157.645333 = -1910677.899993
  nChanged 20
		SP:Iteration 61Q (29549.290000 sec): 3 clusters
  Score: Raw -1913840.477375 + Penalty 3157.645333 = -1910682.832041
  nChanged 15
		SP:Iteration 62Q (29549.540000 sec): 3 clusters
  Score: Raw -1913844.533539 + Penalty 3157.645333 = -1910686.888206
  nChanged 18
		SP:Iteration 63Q (29549.780000 sec): 3 clusters
  Score: Raw -1913849.222549 + Penalty 3157.645333 = -1910691.577216
  nChanged 21
		SP:Iteration 64Q (29550.050000 sec): 3 clusters
  Score: Raw -1913854.705245 + Penalty 3157.645333 = -1910697.059912
  nChanged 11
		SP:Iteration 65Q (29550.310000 sec): 3 clusters
  Score: Raw -1913857.256098 + Penalty 3157.645333 = -1910699.610765
  nChanged 8
		SP:Iteration 66Q (29550.550000 sec): 3 clusters
  Score: Raw -1913858.689245 + Penalty 3157.645333 = -1910701.043912
  nChanged 8
		SP:Iteration 67Q (29550.780000 sec): 3 clusters
  Score: Raw -1913860.330395 + Penalty 3157.645333 = -1910702.685062
  nChanged 11
		SP:Iteration 68Q (29551.030000 sec): 3 clusters
  Score: Raw -1913861.948560 + Penalty 3157.645333 = -1910704.303227
  nChanged 8
		SP:Iteration 69Q (29551.340000 sec): 3 clusters
  Score: Raw -1913863.602226 + Penalty 3157.645333 = -1910705.956893
  nChanged 8
		SP:Iteration 70Q (29551.600000 sec): 3 clusters
  Score: Raw -1913865.444509 + Penalty 3157.645333 = -1910707.799176
  nChanged 6
		SP:Iteration 71Q (29551.830000 sec): 3 clusters
  Score: Raw -1913866.350548 + Penalty 3157.645333 = -1910708.705215
  nChanged 4
		SP:Iteration 72Q (29552.090000 sec): 3 clusters
  Score: Raw -1913867.183126 + Penalty 3157.645333 = -1910709.537793
  nChanged 2
		SP:Iteration 73Q (29552.360000 sec): 3 clusters
  Score: Raw -1913867.604416 + Penalty 3157.645333 = -1910709.959083
  nChanged 3
		SP:Iteration 74Q (29552.620000 sec): 3 clusters
  Score: Raw -1913867.999855 + Penalty 3157.645333 = -1910710.354522
  nChanged 1
		SP:Iteration 75Q (29552.820000 sec): 3 clusters
  Score: Raw -1913868.088079 + Penalty 3157.645333 = -1910710.442746
  nChanged 1
		SP:Iteration 76Q (29553.090000 sec): 3 clusters
  Score: Raw -1913868.171370 + Penalty 3157.645333 = -1910710.526037
  nChanged 1
		SP:Iteration 77Q (29553.310000 sec): 3 clusters
  Score: Raw -1913868.216551 + Penalty 3157.645333 = -1910710.571217
  nChanged 1
		SP:Iteration 78Q (29553.590000 sec): 3 clusters
  Score: Raw -1913868.383066 + Penalty 3157.645333 = -1910710.737733
  nChanged 1
		SP:Iteration 79Q (29553.810000 sec): 3 clusters
  Score: Raw -1913868.458827 + Penalty 3157.645333 = -1910710.813494
  nChanged 1
		SP:Iteration 80F (29554.050000 sec): 3 clusters
  Score: Raw -1913868.686429 + Penalty 3157.645333 = -1910711.041096
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29554.130000 sec): 2 clusters
  Score: Raw -21171.387100 + Penalty 890.603825 = -20280.783275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29554.370000 sec): 3 clusters
  Score: Raw -21322.502823 + Penalty 1781.207650 = -19541.295173
  nChanged 39
		SP:Iteration 1F (29554.600000 sec): 3 clusters
  Score: Raw -21432.449164 + Penalty 1781.207650 = -19651.241514
  nChanged 16
		SP:Iteration 2F (29554.780000 sec): 3 clusters
  Score: Raw -21505.653880 + Penalty 1781.207650 = -19724.446229
  nChanged 11
		SP:Iteration 3Q (29554.950000 sec): 3 clusters
  Score: Raw -21598.146638 + Penalty 1781.207650 = -19816.938987
  nChanged 9
		SP:Iteration 4Q (29555.170000 sec): 3 clusters
  Score: Raw -21654.235209 + Penalty 1781.207650 = -19873.027559
  nChanged 3
		SP:Iteration 5Q (29555.330000 sec): 3 clusters
  Score: Raw -21663.144328 + Penalty 1781.207650 = -19881.936678
  nChanged 1
		SP:Iteration 6Q (29555.540000 sec): 3 clusters
  Score: Raw -21669.630621 + Penalty 1781.207650 = -19888.422971
  nChanged 3
		SP:Iteration 7Q (29555.770000 sec): 3 clusters
  Score: Raw -21681.900727 + Penalty 1781.207650 = -19900.693077
  nChanged 2
		SP:Iteration 8Q (29555.940000 sec): 3 clusters
  Score: Raw -21691.883281 + Penalty 1781.207650 = -19910.675631
  nChanged 2
		SP:Iteration 9Q (29556.140000 sec): 3 clusters
  Score: Raw -21702.932091 + Penalty 1781.207650 = -19921.724441
  nChanged 1
		SP:Iteration 10Q (29556.310000 sec): 3 clusters
  Score: Raw -21705.380021 + Penalty 1781.207650 = -19924.172371
  nChanged 0
		SP:Iteration 11F (29556.510000 sec): 3 clusters
  Score: Raw -21705.380021 + Penalty 1781.207650 = -19924.172371
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29556.630000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29556.800000 sec): 3 clusters
  Score: Raw -56174.756240 + Penalty 2010.517803 = -54164.238437
  nChanged 111
		SP:Iteration 1F (29557.020000 sec): 3 clusters
  Score: Raw -56311.529502 + Penalty 2010.517803 = -54301.011699
  nChanged 28
		SP:Iteration 2F (29557.240000 sec): 3 clusters
  Score: Raw -56364.520908 + Penalty 2010.517803 = -54354.003106
  nChanged 17
		SP:Iteration 3Q (29557.450000 sec): 3 clusters
  Score: Raw -56390.904474 + Penalty 2010.517803 = -54380.386671
  nChanged 11
		SP:Iteration 4Q (29557.620000 sec): 3 clusters
  Score: Raw -56414.855121 + Penalty 2010.517803 = -54404.337318
  nChanged 7
		SP:Iteration 5Q (29557.790000 sec): 3 clusters
  Score: Raw -56428.922877 + Penalty 2010.517803 = -54418.405074
  nChanged 12
		SP:Iteration 6Q (29557.990000 sec): 3 clusters
  Score: Raw -56461.845828 + Penalty 2010.517803 = -54451.328025
  nChanged 9
		SP:Iteration 7Q (29558.270000 sec): 3 clusters
  Score: Raw -56481.767099 + Penalty 2010.517803 = -54471.249296
  nChanged 5
		SP:Iteration 8Q (29558.410000 sec): 3 clusters
  Score: Raw -56493.152332 + Penalty 2010.517803 = -54482.634529
  nChanged 6
		SP:Iteration 9Q (29558.630000 sec): 3 clusters
  Score: Raw -56504.210574 + Penalty 2010.517803 = -54493.692771
  nChanged 4
		SP:Iteration 10Q (29558.810000 sec): 3 clusters
  Score: Raw -56512.282749 + Penalty 2010.517803 = -54501.764946
  nChanged 3
		SP:Iteration 11Q (29558.990000 sec): 3 clusters
  Score: Raw -56516.678481 + Penalty 2010.517803 = -54506.160678
  nChanged 2
		SP:Iteration 12Q (29559.170000 sec): 3 clusters
  Score: Raw -56521.626486 + Penalty 2010.517803 = -54511.108683
  nChanged 1
		SP:Iteration 13Q (29559.370000 sec): 3 clusters
  Score: Raw -56523.743042 + Penalty 2010.517803 = -54513.225239
  nChanged 1
		SP:Iteration 14Q (29559.550000 sec): 3 clusters
  Score: Raw -56524.005414 + Penalty 2010.517803 = -54513.487611
  nChanged 0
		SP:Iteration 15F (29559.760000 sec): 3 clusters
  Score: Raw -56524.005414 + Penalty 2010.517803 = -54513.487611
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (313176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29561.160000 sec): 2 clusters
  Score: Raw -38171246.007798 + Penalty 2056.359599 = -38169189.648198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29562.740000 sec): 3 clusters
  Score: Raw -37961824.676784 + Penalty 4112.719199 = -37957711.957585
  nChanged 152862
		SP:Iteration 1F (29564.340000 sec): 3 clusters
  Score: Raw -38053391.723525 + Penalty 4112.719199 = -38049279.004326
  nChanged 10397
		SP:Iteration 2Q (29566.050000 sec): 3 clusters
  Score: Raw -38056370.255196 + Penalty 4112.719199 = -38052257.535997
  nChanged 14307
		SP:Iteration 3Q (29567.830000 sec): 3 clusters
  Score: Raw -38062375.904800 + Penalty 4112.719199 = -38058263.185601
  nChanged 20544
		SP:Iteration 4F (29569.500000 sec): 3 clusters
  Score: Raw -38074747.881181 + Penalty 4112.719199 = -38070635.161983
  nChanged 27282
		SP:Iteration 5F (29571.070000 sec): 3 clusters
  Score: Raw -38096524.878868 + Penalty 4112.719199 = -38092412.159669
  nChanged 29612
		SP:Iteration 6F (29572.540000 sec): 3 clusters
  Score: Raw -38124932.646016 + Penalty 4112.719199 = -38120819.926817
  nChanged 24538
		SP:Iteration 7F (29574.290000 sec): 3 clusters
  Score: Raw -38150502.305342 + Penalty 4112.719199 = -38146389.586143
  nChanged 13937
		SP:Iteration 8Q (29575.980000 sec): 3 clusters
  Score: Raw -38165001.036969 + Penalty 4112.719199 = -38160888.317770
  nChanged 5020
		SP:Iteration 9Q (29577.470000 sec): 3 clusters
  Score: Raw -38169894.998818 + Penalty 4112.719199 = -38165782.279619
  nChanged 1184
		SP:Iteration 10Q (29578.850000 sec): 3 clusters
  Score: Raw -38171038.039668 + Penalty 4112.719199 = -38166925.320469
  nChanged 240
		SP:Iteration 11Q (29580.240000 sec): 3 clusters
  Score: Raw -38171321.122594 + Penalty 4112.719199 = -38167208.403395
  nChanged 87
		SP:Iteration 12Q (29581.710000 sec): 3 clusters
  Score: Raw -38171427.906407 + Penalty 4112.719199 = -38167315.187208
  nChanged 51
		SP:Iteration 13Q (29583.040000 sec): 3 clusters
  Score: Raw -38171481.889516 + Penalty 4112.719199 = -38167369.170317
  nChanged 34
		SP:Iteration 14Q (29584.380000 sec): 3 clusters
  Score: Raw -38171518.188477 + Penalty 4112.719199 = -38167405.469278
  nChanged 36
		SP:Iteration 15Q (29585.780000 sec): 3 clusters
  Score: Raw -38171563.227509 + Penalty 4112.719199 = -38167450.508310
  nChanged 32
		SP:Iteration 16Q (29587.100000 sec): 3 clusters
  Score: Raw -38171598.944199 + Penalty 4112.719199 = -38167486.225000
  nChanged 15
		SP:Iteration 17Q (29588.390000 sec): 3 clusters
  Score: Raw -38171616.346555 + Penalty 4112.719199 = -38167503.627356
  nChanged 11
		SP:Iteration 18Q (29589.600000 sec): 3 clusters
  Score: Raw -38171626.124316 + Penalty 4112.719199 = -38167513.405117
  nChanged 7
		SP:Iteration 19Q (29591.070000 sec): 3 clusters
  Score: Raw -38171635.076698 + Penalty 4112.719199 = -38167522.357499
  nChanged 10
		SP:Iteration 20F (29592.540000 sec): 3 clusters
  Score: Raw -38171650.733472 + Penalty 4112.719199 = -38167538.014273
  nChanged 10
		SP:Iteration 21Q (29593.960000 sec): 3 clusters
  Score: Raw -38171659.709678 + Penalty 4112.719199 = -38167546.990479
  nChanged 7
		SP:Iteration 22Q (29595.300000 sec): 3 clusters
  Score: Raw -38171666.049070 + Penalty 4112.719199 = -38167553.329871
  nChanged 5
		SP:Iteration 23Q (29596.830000 sec): 3 clusters
  Score: Raw -38171671.903747 + Penalty 4112.719199 = -38167559.184548
  nChanged 0
		SP:Iteration 24F (29598.450000 sec): 3 clusters
  Score: Raw -38171671.903747 + Penalty 4112.719199 = -38167559.184548
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (33992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29598.840000 sec): 2 clusters
  Score: Raw -4140837.060206 + Penalty 1695.505578 = -4139141.554628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29599.220000 sec): 3 clusters
  Score: Raw -4119724.228626 + Penalty 3391.011157 = -4116333.217469
  nChanged 15576
		SP:Iteration 1F (29599.530000 sec): 3 clusters
  Score: Raw -4128415.999951 + Penalty 3391.011157 = -4125024.988794
  nChanged 1452
		SP:Iteration 2Q (29599.820000 sec): 3 clusters
  Score: Raw -4128895.706887 + Penalty 3391.011157 = -4125504.695731
  nChanged 1485
		SP:Iteration 3Q (29600.220000 sec): 3 clusters
  Score: Raw -4129492.828626 + Penalty 3391.011157 = -4126101.817470
  nChanged 1622
		SP:Iteration 4Q (29600.560000 sec): 3 clusters
  Score: Raw -4130282.224764 + Penalty 3391.011157 = -4126891.213607
  nChanged 1823
		SP:Iteration 5F (29600.870000 sec): 3 clusters
  Score: Raw -4131291.504707 + Penalty 3391.011157 = -4127900.493551
  nChanged 1981
		SP:Iteration 6F (29601.180000 sec): 3 clusters
  Score: Raw -4132505.905240 + Penalty 3391.011157 = -4129114.894083
  nChanged 1983
		SP:Iteration 7F (29601.560000 sec): 3 clusters
  Score: Raw -4133689.467912 + Penalty 3391.011157 = -4130298.456756
  nChanged 1908
		SP:Iteration 8F (29601.880000 sec): 3 clusters
  Score: Raw -4134733.126858 + Penalty 3391.011157 = -4131342.115701
  nChanged 1688
		SP:Iteration 9Q (29602.190000 sec): 3 clusters
  Score: Raw -4135516.464402 + Penalty 3391.011157 = -4132125.453245
  nChanged 1303
		SP:Iteration 10Q (29602.490000 sec): 3 clusters
  Score: Raw -4136006.470597 + Penalty 3391.011157 = -4132615.459440
  nChanged 1102
		SP:Iteration 11Q (29602.810000 sec): 3 clusters
  Score: Raw -4136375.734354 + Penalty 3391.011157 = -4132984.723197
  nChanged 914
		SP:Iteration 12Q (29603.100000 sec): 3 clusters
  Score: Raw -4136636.759725 + Penalty 3391.011157 = -4133245.748569
  nChanged 746
		SP:Iteration 13Q (29603.410000 sec): 3 clusters
  Score: Raw -4136826.380552 + Penalty 3391.011157 = -4133435.369395
  nChanged 649
		SP:Iteration 14Q (29603.710000 sec): 3 clusters
  Score: Raw -4136983.309901 + Penalty 3391.011157 = -4133592.298745
  nChanged 576
		SP:Iteration 15Q (29604.070000 sec): 3 clusters
  Score: Raw -4137118.541663 + Penalty 3391.011157 = -4133727.530507
  nChanged 505
		SP:Iteration 16Q (29604.440000 sec): 3 clusters
  Score: Raw -4137230.279187 + Penalty 3391.011157 = -4133839.268030
  nChanged 472
		SP:Iteration 17Q (29604.760000 sec): 3 clusters
  Score: Raw -4137321.336052 + Penalty 3391.011157 = -4133930.324896
  nChanged 406
		SP:Iteration 18Q (29605.120000 sec): 3 clusters
  Score: Raw -4137394.353486 + Penalty 3391.011157 = -4134003.342329
  nChanged 384
		SP:Iteration 19Q (29605.490000 sec): 3 clusters
  Score: Raw -4137462.716010 + Penalty 3391.011157 = -4134071.704854
  nChanged 340
		SP:Iteration 20F (29605.820000 sec): 3 clusters
  Score: Raw -4137524.847130 + Penalty 3391.011157 = -4134133.835973
  nChanged 356
		SP:Iteration 21Q (29606.200000 sec): 3 clusters
  Score: Raw -4137588.950947 + Penalty 3391.011157 = -4134197.939791
  nChanged 348
		SP:Iteration 22Q (29606.510000 sec): 3 clusters
  Score: Raw -4137649.537737 + Penalty 3391.011157 = -4134258.526581
  nChanged 293
		SP:Iteration 23Q (29606.820000 sec): 3 clusters
  Score: Raw -4137694.509925 + Penalty 3391.011157 = -4134303.498769
  nChanged 279
		SP:Iteration 24Q (29607.150000 sec): 3 clusters
  Score: Raw -4137738.866736 + Penalty 3391.011157 = -4134347.855580
  nChanged 301
		SP:Iteration 25Q (29607.480000 sec): 3 clusters
  Score: Raw -4137789.257421 + Penalty 3391.011157 = -4134398.246264
  nChanged 293
		SP:Iteration 26Q (29607.840000 sec): 3 clusters
  Score: Raw -4137838.810604 + Penalty 3391.011157 = -4134447.799447
  nChanged 301
		SP:Iteration 27Q (29608.120000 sec): 3 clusters
  Score: Raw -4137891.038573 + Penalty 3391.011157 = -4134500.027416
  nChanged 333
		SP:Iteration 28Q (29608.450000 sec): 3 clusters
  Score: Raw -4137956.364804 + Penalty 3391.011157 = -4134565.353647
  nChanged 369
		SP:Iteration 29Q (29608.780000 sec): 3 clusters
  Score: Raw -4138032.193274 + Penalty 3391.011157 = -4134641.182118
  nChanged 353
		SP:Iteration 30Q (29609.130000 sec): 3 clusters
  Score: Raw -4138114.077112 + Penalty 3391.011157 = -4134723.065955
  nChanged 428
		SP:Iteration 31Q (29609.450000 sec): 3 clusters
  Score: Raw -4138232.433183 + Penalty 3391.011157 = -4134841.422026
  nChanged 494
		SP:Iteration 32Q (29609.840000 sec): 3 clusters
  Score: Raw -4138381.550796 + Penalty 3391.011157 = -4134990.539639
  nChanged 515
		SP:Iteration 33Q (29610.210000 sec): 3 clusters
  Score: Raw -4138546.539019 + Penalty 3391.011157 = -4135155.527863
  nChanged 553
		SP:Iteration 34Q (29610.520000 sec): 3 clusters
  Score: Raw -4138742.591041 + Penalty 3391.011157 = -4135351.579885
  nChanged 591
		SP:Iteration 35Q (29610.840000 sec): 3 clusters
  Score: Raw -4138969.490853 + Penalty 3391.011157 = -4135578.479697
  nChanged 627
		SP:Iteration 36Q (29611.200000 sec): 3 clusters
  Score: Raw -4139235.436918 + Penalty 3391.011157 = -4135844.425761
  nChanged 636
		SP:Iteration 37Q (29611.550000 sec): 3 clusters
  Score: Raw -4139531.115419 + Penalty 3391.011157 = -4136140.104262
  nChanged 619
		SP:Iteration 38Q (29611.910000 sec): 3 clusters
  Score: Raw -4139826.080461 + Penalty 3391.011157 = -4136435.069305
  nChanged 558
		SP:Iteration 39Q (29612.280000 sec): 3 clusters
  Score: Raw -4140091.104369 + Penalty 3391.011157 = -4136700.093212
  nChanged 481
		SP:Iteration 40F (29612.590000 sec): 3 clusters
  Score: Raw -4140319.202129 + Penalty 3391.011157 = -4136928.190972
  nChanged 419
		SP:Iteration 41Q (29612.930000 sec): 3 clusters
  Score: Raw -4140509.596536 + Penalty 3391.011157 = -4137118.585379
  nChanged 378
		SP:Iteration 42Q (29613.290000 sec): 3 clusters
  Score: Raw -4140673.808656 + Penalty 3391.011157 = -4137282.797500
  nChanged 298
		SP:Iteration 43Q (29613.670000 sec): 3 clusters
  Score: Raw -4140801.236096 + Penalty 3391.011157 = -4137410.224940
  nChanged 254
		SP:Iteration 44Q (29613.950000 sec): 3 clusters
  Score: Raw -4140906.635461 + Penalty 3391.011157 = -4137515.624304
  nChanged 232
		SP:Iteration 45Q (29614.270000 sec): 3 clusters
  Score: Raw -4141001.302468 + Penalty 3391.011157 = -4137610.291312
  nChanged 190
		SP:Iteration 46Q (29614.620000 sec): 3 clusters
  Score: Raw -4141064.882976 + Penalty 3391.011157 = -4137673.871819
  nChanged 147
		SP:Iteration 47Q (29614.980000 sec): 3 clusters
  Score: Raw -4141110.188193 + Penalty 3391.011157 = -4137719.177037
  nChanged 106
		SP:Iteration 48Q (29615.290000 sec): 3 clusters
  Score: Raw -4141146.082915 + Penalty 3391.011157 = -4137755.071759
  nChanged 92
		SP:Iteration 49Q (29615.640000 sec): 3 clusters
  Score: Raw -4141178.737221 + Penalty 3391.011157 = -4137787.726065
  nChanged 89
		SP:Iteration 50Q (29615.940000 sec): 3 clusters
  Score: Raw -4141208.901466 + Penalty 3391.011157 = -4137817.890309
  nChanged 70
		SP:Iteration 51Q (29616.260000 sec): 3 clusters
  Score: Raw -4141229.890851 + Penalty 3391.011157 = -4137838.879694
  nChanged 47
		SP:Iteration 52Q (29616.590000 sec): 3 clusters
  Score: Raw -4141243.357547 + Penalty 3391.011157 = -4137852.346390
  nChanged 43
		SP:Iteration 53Q (29616.910000 sec): 3 clusters
  Score: Raw -4141255.836179 + Penalty 3391.011157 = -4137864.825022
  nChanged 42
		SP:Iteration 54Q (29617.230000 sec): 3 clusters
  Score: Raw -4141268.301762 + Penalty 3391.011157 = -4137877.290606
  nChanged 39
		SP:Iteration 55Q (29617.580000 sec): 3 clusters
  Score: Raw -4141278.719004 + Penalty 3391.011157 = -4137887.707847
  nChanged 39
		SP:Iteration 56Q (29617.910000 sec): 3 clusters
  Score: Raw -4141287.667561 + Penalty 3391.011157 = -4137896.656404
  nChanged 30
		SP:Iteration 57Q (29618.260000 sec): 3 clusters
  Score: Raw -4141296.233641 + Penalty 3391.011157 = -4137905.222484
  nChanged 38
		SP:Iteration 58Q (29618.530000 sec): 3 clusters
  Score: Raw -4141306.119664 + Penalty 3391.011157 = -4137915.108507
  nChanged 32
		SP:Iteration 59Q (29618.790000 sec): 3 clusters
  Score: Raw -4141316.729665 + Penalty 3391.011157 = -4137925.718509
  nChanged 25
		SP:Iteration 60F (29619.080000 sec): 3 clusters
  Score: Raw -4141323.502800 + Penalty 3391.011157 = -4137932.491644
  nChanged 17
		SP:Iteration 61Q (29619.420000 sec): 3 clusters
  Score: Raw -4141327.919586 + Penalty 3391.011157 = -4137936.908430
  nChanged 21
		SP:Iteration 62Q (29619.810000 sec): 3 clusters
  Score: Raw -4141334.278968 + Penalty 3391.011157 = -4137943.267811
  nChanged 17
		SP:Iteration 63Q (29620.150000 sec): 3 clusters
  Score: Raw -4141339.977699 + Penalty 3391.011157 = -4137948.966542
  nChanged 18
		SP:Iteration 64Q (29620.450000 sec): 3 clusters
  Score: Raw -4141344.028368 + Penalty 3391.011157 = -4137953.017211
  nChanged 14
		SP:Iteration 65Q (29620.790000 sec): 3 clusters
  Score: Raw -4141346.883734 + Penalty 3391.011157 = -4137955.872577
  nChanged 5
		SP:Iteration 66Q (29621.110000 sec): 3 clusters
  Score: Raw -4141347.922241 + Penalty 3391.011157 = -4137956.911085
  nChanged 10
		SP:Iteration 67Q (29621.430000 sec): 3 clusters
  Score: Raw -4141350.181475 + Penalty 3391.011157 = -4137959.170318
  nChanged 7
		SP:Iteration 68Q (29621.760000 sec): 3 clusters
  Score: Raw -4141351.427463 + Penalty 3391.011157 = -4137960.416306
  nChanged 5
		SP:Iteration 69Q (29622.140000 sec): 3 clusters
  Score: Raw -4141352.392224 + Penalty 3391.011157 = -4137961.381067
  nChanged 5
		SP:Iteration 70Q (29622.450000 sec): 3 clusters
  Score: Raw -4141353.695934 + Penalty 3391.011157 = -4137962.684777
  nChanged 7
		SP:Iteration 71Q (29622.780000 sec): 3 clusters
  Score: Raw -4141355.087244 + Penalty 3391.011157 = -4137964.076088
  nChanged 8
		SP:Iteration 72Q (29623.090000 sec): 3 clusters
  Score: Raw -4141356.564160 + Penalty 3391.011157 = -4137965.553003
  nChanged 4
		SP:Iteration 73Q (29623.410000 sec): 3 clusters
  Score: Raw -4141357.612152 + Penalty 3391.011157 = -4137966.600996
  nChanged 5
		SP:Iteration 74Q (29623.780000 sec): 3 clusters
  Score: Raw -4141358.997397 + Penalty 3391.011157 = -4137967.986240
  nChanged 6
		SP:Iteration 75Q (29624.150000 sec): 3 clusters
  Score: Raw -4141360.978184 + Penalty 3391.011157 = -4137969.967028
  nChanged 10
		SP:Iteration 76Q (29624.470000 sec): 3 clusters
  Score: Raw -4141362.894110 + Penalty 3391.011157 = -4137971.882954
  nChanged 5
		SP:Iteration 77Q (29624.810000 sec): 3 clusters
  Score: Raw -4141364.200504 + Penalty 3391.011157 = -4137973.189347
  nChanged 5
		SP:Iteration 78Q (29625.140000 sec): 3 clusters
  Score: Raw -4141365.453424 + Penalty 3391.011157 = -4137974.442268
  nChanged 6
		SP:Iteration 79Q (29625.520000 sec): 3 clusters
  Score: Raw -4141366.574897 + Penalty 3391.011157 = -4137975.563741
  nChanged 7
		SP:Iteration 80F (29625.910000 sec): 3 clusters
  Score: Raw -4141368.664064 + Penalty 3391.011157 = -4137977.652908
  nChanged 9
		SP:Iteration 81Q (29626.250000 sec): 3 clusters
  Score: Raw -4141370.878278 + Penalty 3391.011157 = -4137979.867121
  nChanged 6
		SP:Iteration 82Q (29626.610000 sec): 3 clusters
  Score: Raw -4141372.716817 + Penalty 3391.011157 = -4137981.705661
  nChanged 11
		SP:Iteration 83Q (29626.950000 sec): 3 clusters
  Score: Raw -4141375.633672 + Penalty 3391.011157 = -4137984.622515
  nChanged 14
		SP:Iteration 84Q (29627.290000 sec): 3 clusters
  Score: Raw -4141379.704854 + Penalty 3391.011157 = -4137988.693698
  nChanged 15
		SP:Iteration 85Q (29627.600000 sec): 3 clusters
  Score: Raw -4141383.377054 + Penalty 3391.011157 = -4137992.365897
  nChanged 6
		SP:Iteration 86Q (29627.950000 sec): 3 clusters
  Score: Raw -4141384.664328 + Penalty 3391.011157 = -4137993.653172
  nChanged 8
		SP:Iteration 87Q (29628.250000 sec): 3 clusters
  Score: Raw -4141386.531666 + Penalty 3391.011157 = -4137995.520509
  nChanged 3
		SP:Iteration 88Q (29628.550000 sec): 3 clusters
  Score: Raw -4141387.160039 + Penalty 3391.011157 = -4137996.148882
  nChanged 1
		SP:Iteration 89Q (29628.860000 sec): 3 clusters
  Score: Raw -4141387.372157 + Penalty 3391.011157 = -4137996.361000
  nChanged 0
		SP:Iteration 90F (29629.200000 sec): 3 clusters
  Score: Raw -4141387.372157 + Penalty 3391.011157 = -4137996.361000
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29629.400000 sec): 2 clusters
  Score: Raw -3747144.358062 + Penalty 1678.756949 = -3745465.601113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29629.800000 sec): 3 clusters
  Score: Raw -3728346.325715 + Penalty 3357.513898 = -3724988.811816
  nChanged 13988
		SP:Iteration 1F (29630.110000 sec): 3 clusters
  Score: Raw -3736587.848129 + Penalty 3357.513898 = -3733230.334231
  nChanged 2037
		SP:Iteration 2F (29630.550000 sec): 3 clusters
  Score: Raw -3737789.820191 + Penalty 3357.513898 = -3734432.306293
  nChanged 2378
		SP:Iteration 3F (29630.840000 sec): 3 clusters
  Score: Raw -3739468.427594 + Penalty 3357.513898 = -3736110.913696
  nChanged 2465
		SP:Iteration 4F (29631.170000 sec): 3 clusters
  Score: Raw -3741310.046248 + Penalty 3357.513898 = -3737952.532350
  nChanged 2231
		SP:Iteration 5F (29631.470000 sec): 3 clusters
  Score: Raw -3742860.846413 + Penalty 3357.513898 = -3739503.332515
  nChanged 1729
		SP:Iteration 6F (29631.810000 sec): 3 clusters
  Score: Raw -3743898.844092 + Penalty 3357.513898 = -3740541.330193
  nChanged 1313
		SP:Iteration 7Q (29632.150000 sec): 3 clusters
  Score: Raw -3744599.635839 + Penalty 3357.513898 = -3741242.121940
  nChanged 952
		SP:Iteration 8Q (29632.490000 sec): 3 clusters
  Score: Raw -3745077.475518 + Penalty 3357.513898 = -3741719.961619
  nChanged 797
		SP:Iteration 9Q (29632.900000 sec): 3 clusters
  Score: Raw -3745501.989894 + Penalty 3357.513898 = -3742144.475995
  nChanged 726
		SP:Iteration 10Q (29633.180000 sec): 3 clusters
  Score: Raw -3745907.703523 + Penalty 3357.513898 = -3742550.189625
  nChanged 651
		SP:Iteration 11Q (29633.590000 sec): 3 clusters
  Score: Raw -3746294.627920 + Penalty 3357.513898 = -3742937.114022
  nChanged 518
		SP:Iteration 12Q (29633.960000 sec): 3 clusters
  Score: Raw -3746595.447324 + Penalty 3357.513898 = -3743237.933426
  nChanged 398
		SP:Iteration 13Q (29634.310000 sec): 3 clusters
  Score: Raw -3746828.067221 + Penalty 3357.513898 = -3743470.553323
  nChanged 326
		SP:Iteration 14Q (29634.630000 sec): 3 clusters
  Score: Raw -3747035.161896 + Penalty 3357.513898 = -3743677.647998
  nChanged 260
		SP:Iteration 15Q (29634.930000 sec): 3 clusters
  Score: Raw -3747202.355854 + Penalty 3357.513898 = -3743844.841956
  nChanged 201
		SP:Iteration 16Q (29635.240000 sec): 3 clusters
  Score: Raw -3747315.408620 + Penalty 3357.513898 = -3743957.894721
  nChanged 147
		SP:Iteration 17Q (29635.540000 sec): 3 clusters
  Score: Raw -3747388.011780 + Penalty 3357.513898 = -3744030.497882
  nChanged 96
		SP:Iteration 18Q (29635.840000 sec): 3 clusters
  Score: Raw -3747428.663392 + Penalty 3357.513898 = -3744071.149494
  nChanged 67
		SP:Iteration 19Q (29636.130000 sec): 3 clusters
  Score: Raw -3747459.066350 + Penalty 3357.513898 = -3744101.552452
  nChanged 62
		SP:Iteration 20F (29636.460000 sec): 3 clusters
  Score: Raw -3747486.146879 + Penalty 3357.513898 = -3744128.632981
  nChanged 49
		SP:Iteration 21Q (29636.800000 sec): 3 clusters
  Score: Raw -3747507.533826 + Penalty 3357.513898 = -3744150.019927
  nChanged 40
		SP:Iteration 22Q (29637.090000 sec): 3 clusters
  Score: Raw -3747521.420103 + Penalty 3357.513898 = -3744163.906205
  nChanged 32
		SP:Iteration 23Q (29637.430000 sec): 3 clusters
  Score: Raw -3747532.780230 + Penalty 3357.513898 = -3744175.266332
  nChanged 18
		SP:Iteration 24Q (29637.690000 sec): 3 clusters
  Score: Raw -3747539.213983 + Penalty 3357.513898 = -3744181.700084
  nChanged 16
		SP:Iteration 25Q (29637.970000 sec): 3 clusters
  Score: Raw -3747544.678915 + Penalty 3357.513898 = -3744187.165016
  nChanged 18
		SP:Iteration 26Q (29638.260000 sec): 3 clusters
  Score: Raw -3747549.864959 + Penalty 3357.513898 = -3744192.351060
  nChanged 12
		SP:Iteration 27Q (29638.590000 sec): 3 clusters
  Score: Raw -3747553.318617 + Penalty 3357.513898 = -3744195.804719
  nChanged 10
		SP:Iteration 28Q (29638.890000 sec): 3 clusters
  Score: Raw -3747556.508190 + Penalty 3357.513898 = -3744198.994292
  nChanged 15
		SP:Iteration 29Q (29639.200000 sec): 3 clusters
  Score: Raw -3747561.332428 + Penalty 3357.513898 = -3744203.818529
  nChanged 10
		SP:Iteration 30Q (29639.520000 sec): 3 clusters
  Score: Raw -3747563.990825 + Penalty 3357.513898 = -3744206.476926
  nChanged 8
		SP:Iteration 31Q (29639.810000 sec): 3 clusters
  Score: Raw -3747566.833533 + Penalty 3357.513898 = -3744209.319635
  nChanged 5
		SP:Iteration 32Q (29640.150000 sec): 3 clusters
  Score: Raw -3747568.370030 + Penalty 3357.513898 = -3744210.856131
  nChanged 4
		SP:Iteration 33Q (29640.390000 sec): 3 clusters
  Score: Raw -3747569.841941 + Penalty 3357.513898 = -3744212.328043
  nChanged 5
		SP:Iteration 34Q (29640.690000 sec): 3 clusters
  Score: Raw -3747571.324744 + Penalty 3357.513898 = -3744213.810846
  nChanged 3
		SP:Iteration 35Q (29641.010000 sec): 3 clusters
  Score: Raw -3747571.903759 + Penalty 3357.513898 = -3744214.389861
  nChanged 3
		SP:Iteration 36Q (29641.360000 sec): 3 clusters
  Score: Raw -3747572.914585 + Penalty 3357.513898 = -3744215.400686
  nChanged 6
		SP:Iteration 37Q (29641.630000 sec): 3 clusters
  Score: Raw -3747574.439026 + Penalty 3357.513898 = -3744216.925128
  nChanged 4
		SP:Iteration 38Q (29641.930000 sec): 3 clusters
  Score: Raw -3747575.175053 + Penalty 3357.513898 = -3744217.661155
  nChanged 2
		SP:Iteration 39Q (29642.190000 sec): 3 clusters
  Score: Raw -3747575.516886 + Penalty 3357.513898 = -3744218.002987
  nChanged 1
		SP:Iteration 40F (29642.500000 sec): 3 clusters
  Score: Raw -3747575.857828 + Penalty 3357.513898 = -3744218.343929
  nChanged 2
		SP:Iteration 41Q (29642.810000 sec): 3 clusters
  Score: Raw -3747576.307821 + Penalty 3357.513898 = -3744218.793923
  nChanged 0
		SP:Iteration 42F (29643.180000 sec): 3 clusters
  Score: Raw -3747576.307821 + Penalty 3357.513898 = -3744218.793923
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29643.290000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29643.460000 sec): 3 clusters
  Score: Raw -9195.626877 + Penalty 1530.597315 = -7665.029562
  nChanged 6
		SP:Iteration 1F (29643.670000 sec): 3 clusters
  Score: Raw -9239.396738 + Penalty 1530.597315 = -7708.799422
  nChanged 1
		SP:Iteration 2Q (29643.850000 sec): 3 clusters
  Score: Raw -9240.576641 + Penalty 1530.597315 = -7709.979326
  nChanged 0
		SP:Iteration 3F (29644.030000 sec): 3 clusters
  Score: Raw -9240.576641 + Penalty 1530.597315 = -7709.979326
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (7727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29644.140000 sec): 2 clusters
  Score: Raw -896598.693802 + Penalty 1454.777345 = -895143.916457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29644.350000 sec): 3 clusters
  Score: Raw -892408.250169 + Penalty 2909.554690 = -889498.695480
  nChanged 3194
		SP:Iteration 1F (29644.610000 sec): 3 clusters
  Score: Raw -894168.720037 + Penalty 2909.554690 = -891259.165347
  nChanged 483
		SP:Iteration 2F (29644.810000 sec): 3 clusters
  Score: Raw -894406.881059 + Penalty 2909.554690 = -891497.326369
  nChanged 396
		SP:Iteration 3F (29645.070000 sec): 3 clusters
  Score: Raw -894594.076068 + Penalty 2909.554690 = -891684.521378
  nChanged 344
		SP:Iteration 4Q (29645.300000 sec): 3 clusters
  Score: Raw -894748.646863 + Penalty 2909.554690 = -891839.092173
  nChanged 271
		SP:Iteration 5Q (29645.580000 sec): 3 clusters
  Score: Raw -894860.163152 + Penalty 2909.554690 = -891950.608463
  nChanged 237
		SP:Iteration 6Q (29645.790000 sec): 3 clusters
  Score: Raw -894957.998220 + Penalty 2909.554690 = -892048.443531
  nChanged 205
		SP:Iteration 7Q (29646.030000 sec): 3 clusters
  Score: Raw -895030.186547 + Penalty 2909.554690 = -892120.631858
  nChanged 185
		SP:Iteration 8Q (29646.270000 sec): 3 clusters
  Score: Raw -895090.717524 + Penalty 2909.554690 = -892181.162835
  nChanged 180
		SP:Iteration 9Q (29646.530000 sec): 3 clusters
  Score: Raw -895159.157117 + Penalty 2909.554690 = -892249.602428
  nChanged 184
		SP:Iteration 10Q (29646.720000 sec): 3 clusters
  Score: Raw -895237.288961 + Penalty 2909.554690 = -892327.734272
  nChanged 208
		SP:Iteration 11Q (29646.910000 sec): 3 clusters
  Score: Raw -895342.569381 + Penalty 2909.554690 = -892433.014692
  nChanged 213
		SP:Iteration 12Q (29647.120000 sec): 3 clusters
  Score: Raw -895467.741937 + Penalty 2909.554690 = -892558.187248
  nChanged 256
		SP:Iteration 13Q (29647.330000 sec): 3 clusters
  Score: Raw -895615.985721 + Penalty 2909.554690 = -892706.431032
  nChanged 243
		SP:Iteration 14Q (29647.550000 sec): 3 clusters
  Score: Raw -895788.911832 + Penalty 2909.554690 = -892879.357143
  nChanged 234
		SP:Iteration 15Q (29647.740000 sec): 3 clusters
  Score: Raw -895951.954166 + Penalty 2909.554690 = -893042.399476
  nChanged 213
		SP:Iteration 16Q (29647.940000 sec): 3 clusters
  Score: Raw -896128.018625 + Penalty 2909.554690 = -893218.463936
  nChanged 205
		SP:Iteration 17Q (29648.170000 sec): 3 clusters
  Score: Raw -896290.621063 + Penalty 2909.554690 = -893381.066373
  nChanged 159
		SP:Iteration 18Q (29648.420000 sec): 3 clusters
  Score: Raw -896439.144652 + Penalty 2909.554690 = -893529.589963
  nChanged 146
		SP:Iteration 19Q (29648.650000 sec): 3 clusters
  Score: Raw -896580.400386 + Penalty 2909.554690 = -893670.845697
  nChanged 134
		SP:Iteration 20F (29648.830000 sec): 3 clusters
  Score: Raw -896753.642513 + Penalty 2909.554690 = -893844.087824
  nChanged 118
		SP:Iteration 21Q (29649.050000 sec): 3 clusters
  Score: Raw -896925.699202 + Penalty 2909.554690 = -894016.144512
  nChanged 119
		SP:Iteration 22Q (29649.320000 sec): 3 clusters
  Score: Raw -897034.893109 + Penalty 2909.554690 = -894125.338419
  nChanged 106
		SP:Iteration 23Q (29649.550000 sec): 3 clusters
  Score: Raw -897103.552219 + Penalty 2909.554690 = -894193.997529
  nChanged 88
		SP:Iteration 24Q (29649.700000 sec): 3 clusters
  Score: Raw -897154.819689 + Penalty 2909.554690 = -894245.264999
  nChanged 76
		SP:Iteration 25Q (29649.960000 sec): 3 clusters
  Score: Raw -897192.429704 + Penalty 2909.554690 = -894282.875014
  nChanged 54
		SP:Iteration 26Q (29650.180000 sec): 3 clusters
  Score: Raw -897214.998981 + Penalty 2909.554690 = -894305.444291
  nChanged 53
		SP:Iteration 27Q (29650.380000 sec): 3 clusters
  Score: Raw -897237.650983 + Penalty 2909.554690 = -894328.096293
  nChanged 46
		SP:Iteration 28Q (29650.540000 sec): 3 clusters
  Score: Raw -897263.159580 + Penalty 2909.554690 = -894353.604891
  nChanged 55
		SP:Iteration 29Q (29650.750000 sec): 3 clusters
  Score: Raw -897287.772915 + Penalty 2909.554690 = -894378.218226
  nChanged 55
		SP:Iteration 30Q (29650.970000 sec): 3 clusters
  Score: Raw -897312.301641 + Penalty 2909.554690 = -894402.746951
  nChanged 48
		SP:Iteration 31Q (29651.170000 sec): 3 clusters
  Score: Raw -897328.590388 + Penalty 2909.554690 = -894419.035699
  nChanged 42
		SP:Iteration 32Q (29651.330000 sec): 3 clusters
  Score: Raw -897343.028525 + Penalty 2909.554690 = -894433.473835
  nChanged 38
		SP:Iteration 33Q (29651.510000 sec): 3 clusters
  Score: Raw -897357.803338 + Penalty 2909.554690 = -894448.248649
  nChanged 41
		SP:Iteration 34Q (29651.730000 sec): 3 clusters
  Score: Raw -897371.213371 + Penalty 2909.554690 = -894461.658681
  nChanged 47
		SP:Iteration 35Q (29651.910000 sec): 3 clusters
  Score: Raw -897385.157392 + Penalty 2909.554690 = -894475.602702
  nChanged 35
		SP:Iteration 36Q (29652.130000 sec): 3 clusters
  Score: Raw -897393.456609 + Penalty 2909.554690 = -894483.901919
  nChanged 32
		SP:Iteration 37Q (29652.340000 sec): 3 clusters
  Score: Raw -897400.895391 + Penalty 2909.554690 = -894491.340701
  nChanged 29
		SP:Iteration 38Q (29652.590000 sec): 3 clusters
  Score: Raw -897408.807622 + Penalty 2909.554690 = -894499.252932
  nChanged 37
		SP:Iteration 39Q (29652.810000 sec): 3 clusters
  Score: Raw -897418.756732 + Penalty 2909.554690 = -894509.202043
  nChanged 31
		SP:Iteration 40F (29653.000000 sec): 3 clusters
  Score: Raw -897430.920589 + Penalty 2909.554690 = -894521.365900
  nChanged 48
		SP:Iteration 41Q (29653.260000 sec): 3 clusters
  Score: Raw -897454.177657 + Penalty 2909.554690 = -894544.622967
  nChanged 74
		SP:Iteration 42Q (29653.450000 sec): 3 clusters
  Score: Raw -897489.406624 + Penalty 2909.554690 = -894579.851934
  nChanged 84
		SP:Iteration 43Q (29653.620000 sec): 3 clusters
  Score: Raw -897540.615466 + Penalty 2909.554690 = -894631.060776
  nChanged 106
		SP:Iteration 44Q (29653.830000 sec): 3 clusters
  Score: Raw -897628.029123 + Penalty 2909.554690 = -894718.474434
  nChanged 155
		SP:Iteration 45Q (29654.020000 sec): 3 clusters
  Score: Raw -897776.932183 + Penalty 2909.554690 = -894867.377493
  nChanged 174
		SP:Iteration 46Q (29654.190000 sec): 3 clusters
  Score: Raw -897962.094971 + Penalty 2909.554690 = -895052.540281
  nChanged 139
		SP:Iteration 47Q (29654.380000 sec): 3 clusters
  Score: Raw -898091.380791 + Penalty 2909.554690 = -895181.826101
  nChanged 112
		SP:Iteration 48Q (29654.580000 sec): 3 clusters
  Score: Raw -898174.474136 + Penalty 2909.554690 = -895264.919446
  nChanged 97
		SP:Iteration 49Q (29654.840000 sec): 3 clusters
  Score: Raw -898239.363741 + Penalty 2909.554690 = -895329.809051
  nChanged 62
		SP:Iteration 50Q (29655.030000 sec): 3 clusters
  Score: Raw -898269.393176 + Penalty 2909.554690 = -895359.838487
  nChanged 36
		SP:Iteration 51Q (29655.250000 sec): 3 clusters
  Score: Raw -898281.173857 + Penalty 2909.554690 = -895371.619168
  nChanged 22
		SP:Iteration 52Q (29655.440000 sec): 3 clusters
  Score: Raw -898288.831943 + Penalty 2909.554690 = -895379.277253
  nChanged 16
		SP:Iteration 53Q (29655.700000 sec): 3 clusters
  Score: Raw -898293.305336 + Penalty 2909.554690 = -895383.750647
  nChanged 11
		SP:Iteration 54Q (29655.870000 sec): 3 clusters
  Score: Raw -898298.194891 + Penalty 2909.554690 = -895388.640201
  nChanged 7
		SP:Iteration 55Q (29656.050000 sec): 3 clusters
  Score: Raw -898300.459546 + Penalty 2909.554690 = -895390.904857
  nChanged 8
		SP:Iteration 56Q (29656.250000 sec): 3 clusters
  Score: Raw -898301.844689 + Penalty 2909.554690 = -895392.290000
  nChanged 4
		SP:Iteration 57Q (29656.480000 sec): 3 clusters
  Score: Raw -898302.992453 + Penalty 2909.554690 = -895393.437763
  nChanged 2
		SP:Iteration 58Q (29656.730000 sec): 3 clusters
  Score: Raw -898303.113671 + Penalty 2909.554690 = -895393.558982
  nChanged 0
		SP:Iteration 59F (29656.910000 sec): 3 clusters
  Score: Raw -898319.467839 + Penalty 2909.554690 = -895409.913149
  nChanged 20
		SP:Iteration 60F (29657.110000 sec): 3 clusters
  Score: Raw -898332.567985 + Penalty 2909.554690 = -895423.013295
  nChanged 20
		SP:Iteration 61Q (29657.390000 sec): 3 clusters
  Score: Raw -898338.920380 + Penalty 2909.554690 = -895429.365691
  nChanged 18
		SP:Iteration 62Q (29657.620000 sec): 3 clusters
  Score: Raw -898342.654609 + Penalty 2909.554690 = -895433.099919
  nChanged 9
		SP:Iteration 63Q (29657.830000 sec): 3 clusters
  Score: Raw -898344.117333 + Penalty 2909.554690 = -895434.562643
  nChanged 6
		SP:Iteration 64Q (29658.020000 sec): 3 clusters
  Score: Raw -898345.213232 + Penalty 2909.554690 = -895435.658543
  nChanged 4
		SP:Iteration 65Q (29658.230000 sec): 3 clusters
  Score: Raw -898345.802405 + Penalty 2909.554690 = -895436.247715
  nChanged 2
		SP:Iteration 66Q (29658.430000 sec): 3 clusters
  Score: Raw -898346.007768 + Penalty 2909.554690 = -895436.453078
  nChanged 1
		SP:Iteration 67Q (29658.610000 sec): 3 clusters
  Score: Raw -898346.094885 + Penalty 2909.554690 = -895436.540195
  nChanged 1
		SP:Iteration 68Q (29658.840000 sec): 3 clusters
  Score: Raw -898346.217809 + Penalty 2909.554690 = -895436.663119
  nChanged 0
		SP:Iteration 69F (29659.040000 sec): 3 clusters
  Score: Raw -898346.217809 + Penalty 2909.554690 = -895436.663119
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29659.480000 sec): 2 clusters
  Score: Raw -9298324.920429 + Penalty 1827.394308 = -9296497.526121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29660.150000 sec): 3 clusters
  Score: Raw -9249119.869171 + Penalty 3654.788615 = -9245465.080556
  nChanged 36180
		SP:Iteration 1F (29660.710000 sec): 3 clusters
  Score: Raw -9270130.773837 + Penalty 3654.788615 = -9266475.985222
  nChanged 3181
		SP:Iteration 2Q (29661.300000 sec): 3 clusters
  Score: Raw -9271241.843538 + Penalty 3654.788615 = -9267587.054923
  nChanged 3869
		SP:Iteration 3F (29661.860000 sec): 3 clusters
  Score: Raw -9273036.571898 + Penalty 3654.788615 = -9269381.783282
  nChanged 4905
		SP:Iteration 4F (29662.320000 sec): 3 clusters
  Score: Raw -9275945.986422 + Penalty 3654.788615 = -9272291.197807
  nChanged 5983
		SP:Iteration 5F (29662.850000 sec): 3 clusters
  Score: Raw -9280356.512773 + Penalty 3654.788615 = -9276701.724158
  nChanged 6371
		SP:Iteration 6F (29663.390000 sec): 3 clusters
  Score: Raw -9285818.644689 + Penalty 3654.788615 = -9282163.856073
  nChanged 5534
		SP:Iteration 7F (29663.910000 sec): 3 clusters
  Score: Raw -9290849.289907 + Penalty 3654.788615 = -9287194.501292
  nChanged 3970
		SP:Iteration 8F (29664.470000 sec): 3 clusters
  Score: Raw -9294567.249436 + Penalty 3654.788615 = -9290912.460821
  nChanged 2328
		SP:Iteration 9Q (29664.960000 sec): 3 clusters
  Score: Raw -9296705.601583 + Penalty 3654.788615 = -9293050.812968
  nChanged 1136
		SP:Iteration 10Q (29665.450000 sec): 3 clusters
  Score: Raw -9297725.843097 + Penalty 3654.788615 = -9294071.054482
  nChanged 494
		SP:Iteration 11Q (29665.980000 sec): 3 clusters
  Score: Raw -9298171.986485 + Penalty 3654.788615 = -9294517.197870
  nChanged 202
		SP:Iteration 12Q (29666.480000 sec): 3 clusters
  Score: Raw -9298355.459103 + Penalty 3654.788615 = -9294700.670488
  nChanged 109
		SP:Iteration 13Q (29667.030000 sec): 3 clusters
  Score: Raw -9298457.306209 + Penalty 3654.788615 = -9294802.517594
  nChanged 64
		SP:Iteration 14Q (29667.570000 sec): 3 clusters
  Score: Raw -9298513.707382 + Penalty 3654.788615 = -9294858.918766
  nChanged 37
		SP:Iteration 15Q (29668.120000 sec): 3 clusters
  Score: Raw -9298547.271419 + Penalty 3654.788615 = -9294892.482804
  nChanged 29
		SP:Iteration 16Q (29668.640000 sec): 3 clusters
  Score: Raw -9298569.760158 + Penalty 3654.788615 = -9294914.971543
  nChanged 25
		SP:Iteration 17Q (29669.180000 sec): 3 clusters
  Score: Raw -9298591.076166 + Penalty 3654.788615 = -9294936.287551
  nChanged 26
		SP:Iteration 18Q (29669.690000 sec): 3 clusters
  Score: Raw -9298613.546768 + Penalty 3654.788615 = -9294958.758152
  nChanged 17
		SP:Iteration 19Q (29670.160000 sec): 3 clusters
  Score: Raw -9298622.687801 + Penalty 3654.788615 = -9294967.899186
  nChanged 11
		SP:Iteration 20F (29670.700000 sec): 3 clusters
  Score: Raw -9298631.662778 + Penalty 3654.788615 = -9294976.874162
  nChanged 14
		SP:Iteration 21Q (29671.170000 sec): 3 clusters
  Score: Raw -9298641.181540 + Penalty 3654.788615 = -9294986.392925
  nChanged 7
		SP:Iteration 22Q (29671.630000 sec): 3 clusters
  Score: Raw -9298645.217054 + Penalty 3654.788615 = -9294990.428439
  nChanged 4
		SP:Iteration 23Q (29672.100000 sec): 3 clusters
  Score: Raw -9298646.880854 + Penalty 3654.788615 = -9294992.092239
  nChanged 3
		SP:Iteration 24Q (29672.520000 sec): 3 clusters
  Score: Raw -9298647.851823 + Penalty 3654.788615 = -9294993.063207
  nChanged 1
		SP:Iteration 25Q (29672.960000 sec): 3 clusters
  Score: Raw -9298648.637705 + Penalty 3654.788615 = -9294993.849090
  nChanged 1
		SP:Iteration 26Q (29673.450000 sec): 3 clusters
  Score: Raw -9298649.417153 + Penalty 3654.788615 = -9294994.628538
  nChanged 3
		SP:Iteration 27Q (29673.970000 sec): 3 clusters
  Score: Raw -9298650.828622 + Penalty 3654.788615 = -9294996.040006
  nChanged 2
		SP:Iteration 28Q (29674.400000 sec): 3 clusters
  Score: Raw -9298652.422127 + Penalty 3654.788615 = -9294997.633511
  nChanged 2
		SP:Iteration 29Q (29674.870000 sec): 3 clusters
  Score: Raw -9298653.883983 + Penalty 3654.788615 = -9294999.095367
  nChanged 1
		SP:Iteration 30Q (29675.290000 sec): 3 clusters
  Score: Raw -9298654.345724 + Penalty 3654.788615 = -9294999.557109
  nChanged 0
		SP:Iteration 31F (29675.790000 sec): 3 clusters
  Score: Raw -9298654.345724 + Penalty 3654.788615 = -9294999.557109
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (18189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29675.950000 sec): 2 clusters
  Score: Raw -2106908.408923 + Penalty 1593.892998 = -2105314.515925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29676.190000 sec): 3 clusters
  Score: Raw -2095976.310851 + Penalty 3187.785996 = -2092788.524855
  nChanged 8185
		SP:Iteration 1F (29676.460000 sec): 3 clusters
  Score: Raw -2100460.824728 + Penalty 3187.785996 = -2097273.038732
  nChanged 862
		SP:Iteration 2Q (29676.730000 sec): 3 clusters
  Score: Raw -2100741.192327 + Penalty 3187.785996 = -2097553.406331
  nChanged 723
		SP:Iteration 3Q (29677.020000 sec): 3 clusters
  Score: Raw -2100979.413593 + Penalty 3187.785996 = -2097791.627598
  nChanged 698
		SP:Iteration 4Q (29677.300000 sec): 3 clusters
  Score: Raw -2101208.186389 + Penalty 3187.785996 = -2098020.400393
  nChanged 645
		SP:Iteration 5Q (29677.560000 sec): 3 clusters
  Score: Raw -2101429.917528 + Penalty 3187.785996 = -2098242.131532
  nChanged 649
		SP:Iteration 6Q (29677.820000 sec): 3 clusters
  Score: Raw -2101669.694104 + Penalty 3187.785996 = -2098481.908108
  nChanged 699
		SP:Iteration 7Q (29678.110000 sec): 3 clusters
  Score: Raw -2101991.262066 + Penalty 3187.785996 = -2098803.476071
  nChanged 787
		SP:Iteration 8Q (29678.420000 sec): 3 clusters
  Score: Raw -2102388.186167 + Penalty 3187.785996 = -2099200.400171
  nChanged 842
		SP:Iteration 9Q (29678.730000 sec): 3 clusters
  Score: Raw -2102933.043800 + Penalty 3187.785996 = -2099745.257805
  nChanged 909
		SP:Iteration 10Q (29679.000000 sec): 3 clusters
  Score: Raw -2103627.446380 + Penalty 3187.785996 = -2100439.660384
  nChanged 897
		SP:Iteration 11Q (29679.280000 sec): 3 clusters
  Score: Raw -2104391.236928 + Penalty 3187.785996 = -2101203.450932
  nChanged 755
		SP:Iteration 12Q (29679.510000 sec): 3 clusters
  Score: Raw -2104934.659348 + Penalty 3187.785996 = -2101746.873353
  nChanged 611
		SP:Iteration 13Q (29679.800000 sec): 3 clusters
  Score: Raw -2105279.480483 + Penalty 3187.785996 = -2102091.694488
  nChanged 465
		SP:Iteration 14Q (29680.080000 sec): 3 clusters
  Score: Raw -2105526.381201 + Penalty 3187.785996 = -2102338.595205
  nChanged 389
		SP:Iteration 15Q (29680.390000 sec): 3 clusters
  Score: Raw -2105701.253389 + Penalty 3187.785996 = -2102513.467393
  nChanged 314
		SP:Iteration 16Q (29680.640000 sec): 3 clusters
  Score: Raw -2105836.930522 + Penalty 3187.785996 = -2102649.144527
  nChanged 284
		SP:Iteration 17Q (29680.930000 sec): 3 clusters
  Score: Raw -2105958.401455 + Penalty 3187.785996 = -2102770.615459
  nChanged 256
		SP:Iteration 18Q (29681.220000 sec): 3 clusters
  Score: Raw -2106068.086469 + Penalty 3187.785996 = -2102880.300473
  nChanged 212
		SP:Iteration 19Q (29681.450000 sec): 3 clusters
  Score: Raw -2106157.911358 + Penalty 3187.785996 = -2102970.125362
  nChanged 195
		SP:Iteration 20F (29681.750000 sec): 3 clusters
  Score: Raw -2106234.473085 + Penalty 3187.785996 = -2103046.687089
  nChanged 182
		SP:Iteration 21Q (29681.970000 sec): 3 clusters
  Score: Raw -2106309.107857 + Penalty 3187.785996 = -2103121.321861
  nChanged 162
		SP:Iteration 22Q (29682.210000 sec): 3 clusters
  Score: Raw -2106382.781877 + Penalty 3187.785996 = -2103194.995881
  nChanged 162
		SP:Iteration 23Q (29682.500000 sec): 3 clusters
  Score: Raw -2106459.369922 + Penalty 3187.785996 = -2103271.583926
  nChanged 153
		SP:Iteration 24Q (29682.760000 sec): 3 clusters
  Score: Raw -2106529.549185 + Penalty 3187.785996 = -2103341.763190
  nChanged 139
		SP:Iteration 25Q (29683.020000 sec): 3 clusters
  Score: Raw -2106598.547040 + Penalty 3187.785996 = -2103410.761044
  nChanged 124
		SP:Iteration 26Q (29683.310000 sec): 3 clusters
  Score: Raw -2106663.440962 + Penalty 3187.785996 = -2103475.654966
  nChanged 124
		SP:Iteration 27Q (29683.530000 sec): 3 clusters
  Score: Raw -2106732.519828 + Penalty 3187.785996 = -2103544.733832
  nChanged 101
		SP:Iteration 28Q (29683.800000 sec): 3 clusters
  Score: Raw -2106786.285887 + Penalty 3187.785996 = -2103598.499891
  nChanged 88
		SP:Iteration 29Q (29684.060000 sec): 3 clusters
  Score: Raw -2106834.014386 + Penalty 3187.785996 = -2103646.228390
  nChanged 67
		SP:Iteration 30Q (29684.320000 sec): 3 clusters
  Score: Raw -2106872.985391 + Penalty 3187.785996 = -2103685.199395
  nChanged 67
		SP:Iteration 31Q (29684.590000 sec): 3 clusters
  Score: Raw -2106915.432507 + Penalty 3187.785996 = -2103727.646511
  nChanged 70
		SP:Iteration 32Q (29684.820000 sec): 3 clusters
  Score: Raw -2106960.256532 + Penalty 3187.785996 = -2103772.470536
  nChanged 51
		SP:Iteration 33Q (29685.110000 sec): 3 clusters
  Score: Raw -2106999.327083 + Penalty 3187.785996 = -2103811.541087
  nChanged 59
		SP:Iteration 34Q (29685.400000 sec): 3 clusters
  Score: Raw -2107035.764702 + Penalty 3187.785996 = -2103847.978706
  nChanged 31
		SP:Iteration 35Q (29685.690000 sec): 3 clusters
  Score: Raw -2107053.053750 + Penalty 3187.785996 = -2103865.267754
  nChanged 27
		SP:Iteration 36Q (29685.950000 sec): 3 clusters
  Score: Raw -2107069.768618 + Penalty 3187.785996 = -2103881.982623
  nChanged 21
		SP:Iteration 37Q (29686.190000 sec): 3 clusters
  Score: Raw -2107082.131517 + Penalty 3187.785996 = -2103894.345521
  nChanged 14
		SP:Iteration 38Q (29686.490000 sec): 3 clusters
  Score: Raw -2107090.536426 + Penalty 3187.785996 = -2103902.750430
  nChanged 14
		SP:Iteration 39Q (29686.780000 sec): 3 clusters
  Score: Raw -2107097.957015 + Penalty 3187.785996 = -2103910.171019
  nChanged 12
		SP:Iteration 40F (29687.060000 sec): 3 clusters
  Score: Raw -2107104.472641 + Penalty 3187.785996 = -2103916.686645
  nChanged 6
		SP:Iteration 41Q (29687.360000 sec): 3 clusters
  Score: Raw -2107107.145541 + Penalty 3187.785996 = -2103919.359545
  nChanged 10
		SP:Iteration 42Q (29687.640000 sec): 3 clusters
  Score: Raw -2107112.019015 + Penalty 3187.785996 = -2103924.233020
  nChanged 6
		SP:Iteration 43Q (29687.890000 sec): 3 clusters
  Score: Raw -2107115.307287 + Penalty 3187.785996 = -2103927.521292
  nChanged 4
		SP:Iteration 44Q (29688.200000 sec): 3 clusters
  Score: Raw -2107117.485432 + Penalty 3187.785996 = -2103929.699437
  nChanged 5
		SP:Iteration 45Q (29688.470000 sec): 3 clusters
  Score: Raw -2107121.054360 + Penalty 3187.785996 = -2103933.268365
  nChanged 7
		SP:Iteration 46Q (29688.700000 sec): 3 clusters
  Score: Raw -2107124.237199 + Penalty 3187.785996 = -2103936.451203
  nChanged 6
		SP:Iteration 47Q (29688.910000 sec): 3 clusters
  Score: Raw -2107126.320373 + Penalty 3187.785996 = -2103938.534377
  nChanged 2
		SP:Iteration 48Q (29689.140000 sec): 3 clusters
  Score: Raw -2107127.612107 + Penalty 3187.785996 = -2103939.826111
  nChanged 3
		SP:Iteration 49Q (29689.380000 sec): 3 clusters
  Score: Raw -2107128.921167 + Penalty 3187.785996 = -2103941.135171
  nChanged 1
		SP:Iteration 50Q (29689.620000 sec): 3 clusters
  Score: Raw -2107129.212482 + Penalty 3187.785996 = -2103941.426486
  nChanged 0
		SP:Iteration 51F (29689.820000 sec): 3 clusters
  Score: Raw -2107129.212482 + Penalty 3187.785996 = -2103941.426486
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29689.940000 sec): 2 clusters
  Score: Raw -250475.727575 + Penalty 1249.522805 = -249226.204770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29690.110000 sec): 3 clusters
  Score: Raw -249519.515734 + Penalty 2499.045610 = -247020.470124
  nChanged 789
		SP:Iteration 1F (29690.300000 sec): 3 clusters
  Score: Raw -250129.841840 + Penalty 2499.045610 = -247630.796230
  nChanged 243
		SP:Iteration 2F (29690.490000 sec): 3 clusters
  Score: Raw -250418.549325 + Penalty 2499.045610 = -247919.503715
  nChanged 185
		SP:Iteration 3F (29690.660000 sec): 3 clusters
  Score: Raw -250648.831851 + Penalty 2499.045610 = -248149.786241
  nChanged 129
		SP:Iteration 4F (29690.870000 sec): 3 clusters
  Score: Raw -250788.973180 + Penalty 2499.045610 = -248289.927570
  nChanged 111
		SP:Iteration 5F (29691.060000 sec): 3 clusters
  Score: Raw -250910.538595 + Penalty 2499.045610 = -248411.492985
  nChanged 86
		SP:Iteration 6Q (29691.260000 sec): 3 clusters
  Score: Raw -250994.664560 + Penalty 2499.045610 = -248495.618950
  nChanged 66
		SP:Iteration 7Q (29691.440000 sec): 3 clusters
  Score: Raw -251047.630496 + Penalty 2499.045610 = -248548.584886
  nChanged 41
		SP:Iteration 8Q (29691.640000 sec): 3 clusters
  Score: Raw -251072.764253 + Penalty 2499.045610 = -248573.718643
  nChanged 26
		SP:Iteration 9Q (29691.880000 sec): 3 clusters
  Score: Raw -251086.629118 + Penalty 2499.045610 = -248587.583508
  nChanged 17
		SP:Iteration 10Q (29692.140000 sec): 3 clusters
  Score: Raw -251095.817240 + Penalty 2499.045610 = -248596.771630
  nChanged 11
		SP:Iteration 11Q (29692.280000 sec): 3 clusters
  Score: Raw -251100.371277 + Penalty 2499.045610 = -248601.325667
  nChanged 6
		SP:Iteration 12Q (29692.460000 sec): 3 clusters
  Score: Raw -251103.055223 + Penalty 2499.045610 = -248604.009613
  nChanged 3
		SP:Iteration 13Q (29692.590000 sec): 3 clusters
  Score: Raw -251104.087262 + Penalty 2499.045610 = -248605.041652
  nChanged 1
		SP:Iteration 14Q (29692.770000 sec): 3 clusters
  Score: Raw -251104.851617 + Penalty 2499.045610 = -248605.806007
  nChanged 3
		SP:Iteration 15Q (29692.930000 sec): 3 clusters
  Score: Raw -251105.613530 + Penalty 2499.045610 = -248606.567920
  nChanged 0
		SP:Iteration 16F (29693.100000 sec): 3 clusters
  Score: Raw -251105.613530 + Penalty 2499.045610 = -248606.567920
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29693.210000 sec): 2 clusters
  Score: Raw -385712.894036 + Penalty 1319.402271 = -384393.491765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29693.410000 sec): 3 clusters
  Score: Raw -384066.697646 + Penalty 2638.804542 = -381427.893104
  nChanged 1288
		SP:Iteration 1F (29693.580000 sec): 3 clusters
  Score: Raw -384837.389273 + Penalty 2638.804542 = -382198.584731
  nChanged 260
		SP:Iteration 2F (29693.780000 sec): 3 clusters
  Score: Raw -385004.052495 + Penalty 2638.804542 = -382365.247953
  nChanged 168
		SP:Iteration 3F (29693.910000 sec): 3 clusters
  Score: Raw -385102.506644 + Penalty 2638.804542 = -382463.702102
  nChanged 127
		SP:Iteration 4Q (29694.120000 sec): 3 clusters
  Score: Raw -385174.679636 + Penalty 2638.804542 = -382535.875094
  nChanged 104
		SP:Iteration 5Q (29694.300000 sec): 3 clusters
  Score: Raw -385220.936557 + Penalty 2638.804542 = -382582.132016
  nChanged 79
		SP:Iteration 6Q (29694.480000 sec): 3 clusters
  Score: Raw -385266.202263 + Penalty 2638.804542 = -382627.397721
  nChanged 81
		SP:Iteration 7Q (29694.710000 sec): 3 clusters
  Score: Raw -385314.358225 + Penalty 2638.804542 = -382675.553683
  nChanged 83
		SP:Iteration 8Q (29694.880000 sec): 3 clusters
  Score: Raw -385366.521487 + Penalty 2638.804542 = -382727.716945
  nChanged 103
		SP:Iteration 9Q (29695.150000 sec): 3 clusters
  Score: Raw -385439.401587 + Penalty 2638.804542 = -382800.597045
  nChanged 91
		SP:Iteration 10Q (29695.360000 sec): 3 clusters
  Score: Raw -385491.837569 + Penalty 2638.804542 = -382853.033027
  nChanged 76
		SP:Iteration 11Q (29695.590000 sec): 3 clusters
  Score: Raw -385524.623178 + Penalty 2638.804542 = -382885.818637
  nChanged 55
		SP:Iteration 12Q (29695.740000 sec): 3 clusters
  Score: Raw -385552.670792 + Penalty 2638.804542 = -382913.866251
  nChanged 49
		SP:Iteration 13Q (29695.930000 sec): 3 clusters
  Score: Raw -385569.707181 + Penalty 2638.804542 = -382930.902639
  nChanged 35
		SP:Iteration 14Q (29696.110000 sec): 3 clusters
  Score: Raw -385582.840053 + Penalty 2638.804542 = -382944.035512
  nChanged 30
		SP:Iteration 15Q (29696.300000 sec): 3 clusters
  Score: Raw -385591.712799 + Penalty 2638.804542 = -382952.908258
  nChanged 21
		SP:Iteration 16Q (29696.460000 sec): 3 clusters
  Score: Raw -385597.968794 + Penalty 2638.804542 = -382959.164253
  nChanged 18
		SP:Iteration 17Q (29696.650000 sec): 3 clusters
  Score: Raw -385603.801292 + Penalty 2638.804542 = -382964.996750
  nChanged 21
		SP:Iteration 18Q (29696.820000 sec): 3 clusters
  Score: Raw -385610.711219 + Penalty 2638.804542 = -382971.906677
  nChanged 23
		SP:Iteration 19Q (29697.040000 sec): 3 clusters
  Score: Raw -385618.787885 + Penalty 2638.804542 = -382979.983343
  nChanged 21
		SP:Iteration 20F (29697.220000 sec): 3 clusters
  Score: Raw -385627.204028 + Penalty 2638.804542 = -382988.399486
  nChanged 23
		SP:Iteration 21Q (29697.410000 sec): 3 clusters
  Score: Raw -385634.720016 + Penalty 2638.804542 = -382995.915474
  nChanged 13
		SP:Iteration 22Q (29697.570000 sec): 3 clusters
  Score: Raw -385639.687050 + Penalty 2638.804542 = -383000.882508
  nChanged 18
		SP:Iteration 23Q (29697.780000 sec): 3 clusters
  Score: Raw -385647.848289 + Penalty 2638.804542 = -383009.043747
  nChanged 18
		SP:Iteration 24Q (29697.950000 sec): 3 clusters
  Score: Raw -385655.379433 + Penalty 2638.804542 = -383016.574892
  nChanged 20
		SP:Iteration 25Q (29698.120000 sec): 3 clusters
  Score: Raw -385663.874537 + Penalty 2638.804542 = -383025.069995
  nChanged 20
		SP:Iteration 26Q (29698.280000 sec): 3 clusters
  Score: Raw -385670.572326 + Penalty 2638.804542 = -383031.767784
  nChanged 18
		SP:Iteration 27Q (29698.500000 sec): 3 clusters
  Score: Raw -385675.641423 + Penalty 2638.804542 = -383036.836881
  nChanged 13
		SP:Iteration 28Q (29698.660000 sec): 3 clusters
  Score: Raw -385678.922309 + Penalty 2638.804542 = -383040.117767
  nChanged 6
		SP:Iteration 29Q (29698.820000 sec): 3 clusters
  Score: Raw -385680.236054 + Penalty 2638.804542 = -383041.431512
  nChanged 5
		SP:Iteration 30Q (29698.990000 sec): 3 clusters
  Score: Raw -385682.198267 + Penalty 2638.804542 = -383043.393725
  nChanged 14
		SP:Iteration 31Q (29699.160000 sec): 3 clusters
  Score: Raw -385686.968007 + Penalty 2638.804542 = -383048.163465
  nChanged 12
		SP:Iteration 32Q (29699.360000 sec): 3 clusters
  Score: Raw -385691.206525 + Penalty 2638.804542 = -383052.401983
  nChanged 9
		SP:Iteration 33Q (29699.610000 sec): 3 clusters
  Score: Raw -385694.309628 + Penalty 2638.804542 = -383055.505086
  nChanged 12
		SP:Iteration 34Q (29699.800000 sec): 3 clusters
  Score: Raw -385697.883590 + Penalty 2638.804542 = -383059.079048
  nChanged 9
		SP:Iteration 35Q (29699.960000 sec): 3 clusters
  Score: Raw -385700.256424 + Penalty 2638.804542 = -383061.451882
  nChanged 13
		SP:Iteration 36Q (29700.160000 sec): 3 clusters
  Score: Raw -385704.196725 + Penalty 2638.804542 = -383065.392184
  nChanged 17
		SP:Iteration 37Q (29700.320000 sec): 3 clusters
  Score: Raw -385710.342545 + Penalty 2638.804542 = -383071.538003
  nChanged 11
		SP:Iteration 38Q (29700.480000 sec): 3 clusters
  Score: Raw -385714.068495 + Penalty 2638.804542 = -383075.263953
  nChanged 13
		SP:Iteration 39Q (29700.670000 sec): 3 clusters
  Score: Raw -385717.990649 + Penalty 2638.804542 = -383079.186108
  nChanged 9
		SP:Iteration 40F (29700.840000 sec): 3 clusters
  Score: Raw -385720.293617 + Penalty 2638.804542 = -383081.489076
  nChanged 7
		SP:Iteration 41Q (29701.030000 sec): 3 clusters
  Score: Raw -385722.011665 + Penalty 2638.804542 = -383083.207124
  nChanged 3
		SP:Iteration 42Q (29701.220000 sec): 3 clusters
  Score: Raw -385722.668658 + Penalty 2638.804542 = -383083.864117
  nChanged 1
		SP:Iteration 43Q (29701.420000 sec): 3 clusters
  Score: Raw -385722.797038 + Penalty 2638.804542 = -383083.992496
  nChanged 0
		SP:Iteration 44F (29701.580000 sec): 3 clusters
  Score: Raw -385722.797038 + Penalty 2638.804542 = -383083.992496
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29701.780000 sec): 2 clusters
  Score: Raw -1129599.009917 + Penalty 1486.556394 = -1128112.453523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29702.040000 sec): 3 clusters
  Score: Raw -1124281.551407 + Penalty 2973.112787 = -1121308.438619
  nChanged 4052
		SP:Iteration 1F (29702.270000 sec): 3 clusters
  Score: Raw -1126479.441533 + Penalty 2973.112787 = -1123506.328746
  nChanged 592
		SP:Iteration 2F (29702.510000 sec): 3 clusters
  Score: Raw -1126834.843061 + Penalty 2973.112787 = -1123861.730274
  nChanged 597
		SP:Iteration 3F (29702.730000 sec): 3 clusters
  Score: Raw -1127202.833274 + Penalty 2973.112787 = -1124229.720487
  nChanged 559
		SP:Iteration 4F (29702.980000 sec): 3 clusters
  Score: Raw -1127560.390721 + Penalty 2973.112787 = -1124587.277934
  nChanged 531
		SP:Iteration 5F (29703.190000 sec): 3 clusters
  Score: Raw -1127879.821854 + Penalty 2973.112787 = -1124906.709067
  nChanged 449
		SP:Iteration 6Q (29703.420000 sec): 3 clusters
  Score: Raw -1128137.071276 + Penalty 2973.112787 = -1125163.958489
  nChanged 407
		SP:Iteration 7Q (29703.640000 sec): 3 clusters
  Score: Raw -1128357.008808 + Penalty 2973.112787 = -1125383.896021
  nChanged 350
		SP:Iteration 8Q (29703.890000 sec): 3 clusters
  Score: Raw -1128539.749455 + Penalty 2973.112787 = -1125566.636668
  nChanged 299
		SP:Iteration 9Q (29704.070000 sec): 3 clusters
  Score: Raw -1128705.094638 + Penalty 2973.112787 = -1125731.981850
  nChanged 255
		SP:Iteration 10Q (29704.330000 sec): 3 clusters
  Score: Raw -1128841.078303 + Penalty 2973.112787 = -1125867.965515
  nChanged 235
		SP:Iteration 11Q (29704.570000 sec): 3 clusters
  Score: Raw -1128960.298308 + Penalty 2973.112787 = -1125987.185521
  nChanged 197
		SP:Iteration 12Q (29704.770000 sec): 3 clusters
  Score: Raw -1129049.320843 + Penalty 2973.112787 = -1126076.208056
  nChanged 163
		SP:Iteration 13Q (29704.990000 sec): 3 clusters
  Score: Raw -1129119.775923 + Penalty 2973.112787 = -1126146.663136
  nChanged 138
		SP:Iteration 14Q (29705.220000 sec): 3 clusters
  Score: Raw -1129175.727907 + Penalty 2973.112787 = -1126202.615120
  nChanged 136
		SP:Iteration 15Q (29705.430000 sec): 3 clusters
  Score: Raw -1129229.905269 + Penalty 2973.112787 = -1126256.792482
  nChanged 133
		SP:Iteration 16Q (29705.680000 sec): 3 clusters
  Score: Raw -1129291.904533 + Penalty 2973.112787 = -1126318.791746
  nChanged 135
		SP:Iteration 17Q (29705.930000 sec): 3 clusters
  Score: Raw -1129362.983013 + Penalty 2973.112787 = -1126389.870226
  nChanged 114
		SP:Iteration 18Q (29706.150000 sec): 3 clusters
  Score: Raw -1129417.194636 + Penalty 2973.112787 = -1126444.081849
  nChanged 114
		SP:Iteration 19Q (29706.350000 sec): 3 clusters
  Score: Raw -1129479.656453 + Penalty 2973.112787 = -1126506.543666
  nChanged 111
		SP:Iteration 20F (29706.600000 sec): 3 clusters
  Score: Raw -1129543.114792 + Penalty 2973.112787 = -1126570.002004
  nChanged 89
		SP:Iteration 21Q (29706.850000 sec): 3 clusters
  Score: Raw -1129589.315282 + Penalty 2973.112787 = -1126616.202495
  nChanged 86
		SP:Iteration 22Q (29707.080000 sec): 3 clusters
  Score: Raw -1129632.881789 + Penalty 2973.112787 = -1126659.769002
  nChanged 71
		SP:Iteration 23Q (29707.340000 sec): 3 clusters
  Score: Raw -1129668.762067 + Penalty 2973.112787 = -1126695.649279
  nChanged 82
		SP:Iteration 24Q (29707.610000 sec): 3 clusters
  Score: Raw -1129711.867091 + Penalty 2973.112787 = -1126738.754304
  nChanged 74
		SP:Iteration 25Q (29707.850000 sec): 3 clusters
  Score: Raw -1129747.374257 + Penalty 2973.112787 = -1126774.261469
  nChanged 81
		SP:Iteration 26Q (29708.090000 sec): 3 clusters
  Score: Raw -1129789.952693 + Penalty 2973.112787 = -1126816.839906
  nChanged 66
		SP:Iteration 27Q (29708.350000 sec): 3 clusters
  Score: Raw -1129824.513034 + Penalty 2973.112787 = -1126851.400247
  nChanged 67
		SP:Iteration 28Q (29708.620000 sec): 3 clusters
  Score: Raw -1129860.507668 + Penalty 2973.112787 = -1126887.394880
  nChanged 69
		SP:Iteration 29Q (29708.810000 sec): 3 clusters
  Score: Raw -1129905.635376 + Penalty 2973.112787 = -1126932.522588
  nChanged 64
		SP:Iteration 30Q (29709.040000 sec): 3 clusters
  Score: Raw -1129951.269980 + Penalty 2973.112787 = -1126978.157192
  nChanged 60
		SP:Iteration 31Q (29709.310000 sec): 3 clusters
  Score: Raw -1129986.549322 + Penalty 2973.112787 = -1127013.436535
  nChanged 39
		SP:Iteration 32Q (29709.570000 sec): 3 clusters
  Score: Raw -1130011.888748 + Penalty 2973.112787 = -1127038.775961
  nChanged 33
		SP:Iteration 33Q (29709.750000 sec): 3 clusters
  Score: Raw -1130033.530050 + Penalty 2973.112787 = -1127060.417263
  nChanged 41
		SP:Iteration 34Q (29710.020000 sec): 3 clusters
  Score: Raw -1130059.212715 + Penalty 2973.112787 = -1127086.099927
  nChanged 31
		SP:Iteration 35Q (29710.210000 sec): 3 clusters
  Score: Raw -1130075.571875 + Penalty 2973.112787 = -1127102.459088
  nChanged 23
		SP:Iteration 36Q (29710.470000 sec): 3 clusters
  Score: Raw -1130087.795926 + Penalty 2973.112787 = -1127114.683139
  nChanged 18
		SP:Iteration 37Q (29710.680000 sec): 3 clusters
  Score: Raw -1130096.253901 + Penalty 2973.112787 = -1127123.141114
  nChanged 15
		SP:Iteration 38Q (29710.920000 sec): 3 clusters
  Score: Raw -1130104.915553 + Penalty 2973.112787 = -1127131.802766
  nChanged 13
		SP:Iteration 39Q (29711.140000 sec): 3 clusters
  Score: Raw -1130110.541073 + Penalty 2973.112787 = -1127137.428285
  nChanged 8
		SP:Iteration 40F (29711.340000 sec): 3 clusters
  Score: Raw -1130114.047892 + Penalty 2973.112787 = -1127140.935105
  nChanged 11
		SP:Iteration 41Q (29711.570000 sec): 3 clusters
  Score: Raw -1130118.373114 + Penalty 2973.112787 = -1127145.260327
  nChanged 10
		SP:Iteration 42Q (29711.780000 sec): 3 clusters
  Score: Raw -1130122.652308 + Penalty 2973.112787 = -1127149.539521
  nChanged 8
		SP:Iteration 43Q (29712.010000 sec): 3 clusters
  Score: Raw -1130125.821270 + Penalty 2973.112787 = -1127152.708482
  nChanged 10
		SP:Iteration 44Q (29712.290000 sec): 3 clusters
  Score: Raw -1130129.117721 + Penalty 2973.112787 = -1127156.004933
  nChanged 6
		SP:Iteration 45Q (29712.490000 sec): 3 clusters
  Score: Raw -1130131.194227 + Penalty 2973.112787 = -1127158.081439
  nChanged 4
		SP:Iteration 46Q (29712.750000 sec): 3 clusters
  Score: Raw -1130133.336963 + Penalty 2973.112787 = -1127160.224176
  nChanged 2
		SP:Iteration 47Q (29712.940000 sec): 3 clusters
  Score: Raw -1130133.901760 + Penalty 2973.112787 = -1127160.788973
  nChanged 0
		SP:Iteration 48F (29713.150000 sec): 3 clusters
  Score: Raw -1130133.901760 + Penalty 2973.112787 = -1127160.788973
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29713.290000 sec): 2 clusters
  Score: Raw -1238773.356248 + Penalty 1500.803798 = -1237272.552450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29713.530000 sec): 3 clusters
  Score: Raw -1232937.815878 + Penalty 3001.607595 = -1229936.208283
  nChanged 4461
		SP:Iteration 1F (29713.700000 sec): 3 clusters
  Score: Raw -1235456.571448 + Penalty 3001.607595 = -1232454.963852
  nChanged 694
		SP:Iteration 2F (29713.940000 sec): 3 clusters
  Score: Raw -1235815.839136 + Penalty 3001.607595 = -1232814.231541
  nChanged 611
		SP:Iteration 3F (29714.180000 sec): 3 clusters
  Score: Raw -1236206.550876 + Penalty 3001.607595 = -1233204.943280
  nChanged 602
		SP:Iteration 4F (29714.460000 sec): 3 clusters
  Score: Raw -1236580.908105 + Penalty 3001.607595 = -1233579.300510
  nChanged 559
		SP:Iteration 5F (29714.690000 sec): 3 clusters
  Score: Raw -1236926.279384 + Penalty 3001.607595 = -1233924.671789
  nChanged 487
		SP:Iteration 6Q (29714.940000 sec): 3 clusters
  Score: Raw -1237227.947538 + Penalty 3001.607595 = -1234226.339942
  nChanged 485
		SP:Iteration 7Q (29715.180000 sec): 3 clusters
  Score: Raw -1237581.347770 + Penalty 3001.607595 = -1234579.740175
  nChanged 482
		SP:Iteration 8Q (29715.440000 sec): 3 clusters
  Score: Raw -1237930.235813 + Penalty 3001.607595 = -1234928.628217
  nChanged 464
		SP:Iteration 9Q (29715.700000 sec): 3 clusters
  Score: Raw -1238284.898787 + Penalty 3001.607595 = -1235283.291191
  nChanged 393
		SP:Iteration 10Q (29715.910000 sec): 3 clusters
  Score: Raw -1238569.680051 + Penalty 3001.607595 = -1235568.072456
  nChanged 334
		SP:Iteration 11Q (29716.150000 sec): 3 clusters
  Score: Raw -1238827.834361 + Penalty 3001.607595 = -1235826.226765
  nChanged 272
		SP:Iteration 12Q (29716.380000 sec): 3 clusters
  Score: Raw -1239056.893970 + Penalty 3001.607595 = -1236055.286374
  nChanged 232
		SP:Iteration 13Q (29716.590000 sec): 3 clusters
  Score: Raw -1239255.033770 + Penalty 3001.607595 = -1236253.426174
  nChanged 167
		SP:Iteration 14Q (29716.880000 sec): 3 clusters
  Score: Raw -1239424.126599 + Penalty 3001.607595 = -1236422.519004
  nChanged 127
		SP:Iteration 15Q (29717.140000 sec): 3 clusters
  Score: Raw -1239563.540780 + Penalty 3001.607595 = -1236561.933185
  nChanged 104
		SP:Iteration 16Q (29717.360000 sec): 3 clusters
  Score: Raw -1239636.645300 + Penalty 3001.607595 = -1236635.037705
  nChanged 68
		SP:Iteration 17Q (29717.610000 sec): 3 clusters
  Score: Raw -1239667.870901 + Penalty 3001.607595 = -1236666.263305
  nChanged 51
		SP:Iteration 18Q (29717.810000 sec): 3 clusters
  Score: Raw -1239687.739756 + Penalty 3001.607595 = -1236686.132160
  nChanged 36
		SP:Iteration 19Q (29718.040000 sec): 3 clusters
  Score: Raw -1239699.267078 + Penalty 3001.607595 = -1236697.659483
  nChanged 23
		SP:Iteration 20F (29718.240000 sec): 3 clusters
  Score: Raw -1239705.317411 + Penalty 3001.607595 = -1236703.709816
  nChanged 19
		SP:Iteration 21Q (29718.490000 sec): 3 clusters
  Score: Raw -1239710.551308 + Penalty 3001.607595 = -1236708.943712
  nChanged 17
		SP:Iteration 22Q (29718.730000 sec): 3 clusters
  Score: Raw -1239714.647837 + Penalty 3001.607595 = -1236713.040242
  nChanged 10
		SP:Iteration 23Q (29718.900000 sec): 3 clusters
  Score: Raw -1239716.858156 + Penalty 3001.607595 = -1236715.250561
  nChanged 10
		SP:Iteration 24Q (29719.200000 sec): 3 clusters
  Score: Raw -1239718.434214 + Penalty 3001.607595 = -1236716.826619
  nChanged 5
		SP:Iteration 25Q (29719.440000 sec): 3 clusters
  Score: Raw -1239719.524672 + Penalty 3001.607595 = -1236717.917077
  nChanged 6
		SP:Iteration 26Q (29719.660000 sec): 3 clusters
  Score: Raw -1239720.676062 + Penalty 3001.607595 = -1236719.068467
  nChanged 3
		SP:Iteration 27Q (29719.900000 sec): 3 clusters
  Score: Raw -1239721.706933 + Penalty 3001.607595 = -1236720.099337
  nChanged 5
		SP:Iteration 28Q (29720.090000 sec): 3 clusters
  Score: Raw -1239723.251293 + Penalty 3001.607595 = -1236721.643697
  nChanged 4
		SP:Iteration 29Q (29720.300000 sec): 3 clusters
  Score: Raw -1239724.103319 + Penalty 3001.607595 = -1236722.495724
  nChanged 5
		SP:Iteration 30Q (29720.520000 sec): 3 clusters
  Score: Raw -1239725.380180 + Penalty 3001.607595 = -1236723.772584
  nChanged 3
		SP:Iteration 31Q (29720.750000 sec): 3 clusters
  Score: Raw -1239725.804527 + Penalty 3001.607595 = -1236724.196931
  nChanged 1
		SP:Iteration 32Q (29720.960000 sec): 3 clusters
  Score: Raw -1239725.856669 + Penalty 3001.607595 = -1236724.249073
  nChanged 1
		SP:Iteration 33Q (29721.190000 sec): 3 clusters
  Score: Raw -1239726.345417 + Penalty 3001.607595 = -1236724.737822
  nChanged 6
		SP:Iteration 34Q (29721.380000 sec): 3 clusters
  Score: Raw -1239727.615819 + Penalty 3001.607595 = -1236726.008224
  nChanged 6
		SP:Iteration 35Q (29721.640000 sec): 3 clusters
  Score: Raw -1239729.555337 + Penalty 3001.607595 = -1236727.947742
  nChanged 5
		SP:Iteration 36Q (29721.920000 sec): 3 clusters
  Score: Raw -1239730.534179 + Penalty 3001.607595 = -1236728.926583
  nChanged 5
		SP:Iteration 37Q (29722.170000 sec): 3 clusters
  Score: Raw -1239731.602147 + Penalty 3001.607595 = -1236729.994552
  nChanged 2
		SP:Iteration 38Q (29722.370000 sec): 3 clusters
  Score: Raw -1239731.846700 + Penalty 3001.607595 = -1236730.239104
  nChanged 2
		SP:Iteration 39Q (29722.570000 sec): 3 clusters
  Score: Raw -1239732.092358 + Penalty 3001.607595 = -1236730.484763
  nChanged 2
		SP:Iteration 40F (29722.810000 sec): 3 clusters
  Score: Raw -1239732.263892 + Penalty 3001.607595 = -1236730.656296
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (23836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29723.060000 sec): 2 clusters
  Score: Raw -2798494.881950 + Penalty 1637.829752 = -2796857.052197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29723.350000 sec): 3 clusters
  Score: Raw -2784028.632852 + Penalty 3275.659505 = -2780752.973347
  nChanged 10864
		SP:Iteration 1F (29723.660000 sec): 3 clusters
  Score: Raw -2790184.441324 + Penalty 3275.659505 = -2786908.781819
  nChanged 1375
		SP:Iteration 2F (29723.970000 sec): 3 clusters
  Score: Raw -2790893.463999 + Penalty 3275.659505 = -2787617.804494
  nChanged 1412
		SP:Iteration 3F (29724.240000 sec): 3 clusters
  Score: Raw -2791711.705348 + Penalty 3275.659505 = -2788436.045844
  nChanged 1432
		SP:Iteration 4F (29724.600000 sec): 3 clusters
  Score: Raw -2792522.723658 + Penalty 3275.659505 = -2789247.064154
  nChanged 1386
		SP:Iteration 5F (29724.880000 sec): 3 clusters
  Score: Raw -2793249.042875 + Penalty 3275.659505 = -2789973.383371
  nChanged 1319
		SP:Iteration 6F (29725.270000 sec): 3 clusters
  Score: Raw -2793944.373717 + Penalty 3275.659505 = -2790668.714212
  nChanged 1236
		SP:Iteration 7F (29725.590000 sec): 3 clusters
  Score: Raw -2794653.090440 + Penalty 3275.659505 = -2791377.430936
  nChanged 1114
		SP:Iteration 8Q (29725.910000 sec): 3 clusters
  Score: Raw -2795349.380943 + Penalty 3275.659505 = -2792073.721438
  nChanged 1001
		SP:Iteration 9Q (29726.220000 sec): 3 clusters
  Score: Raw -2796070.276836 + Penalty 3275.659505 = -2792794.617332
  nChanged 860
		SP:Iteration 10Q (29726.480000 sec): 3 clusters
  Score: Raw -2796733.132376 + Penalty 3275.659505 = -2793457.472871
  nChanged 720
		SP:Iteration 11Q (29726.790000 sec): 3 clusters
  Score: Raw -2797302.912156 + Penalty 3275.659505 = -2794027.252652
  nChanged 598
		SP:Iteration 12Q (29727.070000 sec): 3 clusters
  Score: Raw -2797662.701532 + Penalty 3275.659505 = -2794387.042027
  nChanged 464
		SP:Iteration 13Q (29727.370000 sec): 3 clusters
  Score: Raw -2797887.268217 + Penalty 3275.659505 = -2794611.608713
  nChanged 378
		SP:Iteration 14Q (29727.680000 sec): 3 clusters
  Score: Raw -2798049.524804 + Penalty 3275.659505 = -2794773.865300
  nChanged 314
		SP:Iteration 15Q (29727.990000 sec): 3 clusters
  Score: Raw -2798181.173498 + Penalty 3275.659505 = -2794905.513993
  nChanged 284
		SP:Iteration 16Q (29728.230000 sec): 3 clusters
  Score: Raw -2798288.626359 + Penalty 3275.659505 = -2795012.966854
  nChanged 240
		SP:Iteration 17Q (29728.510000 sec): 3 clusters
  Score: Raw -2798370.800508 + Penalty 3275.659505 = -2795095.141003
  nChanged 231
		SP:Iteration 18Q (29728.800000 sec): 3 clusters
  Score: Raw -2798444.082464 + Penalty 3275.659505 = -2795168.422959
  nChanged 201
		SP:Iteration 19Q (29729.120000 sec): 3 clusters
  Score: Raw -2798502.490456 + Penalty 3275.659505 = -2795226.830952
  nChanged 177
		SP:Iteration 20F (29729.480000 sec): 3 clusters
  Score: Raw -2798554.808517 + Penalty 3275.659505 = -2795279.149013
  nChanged 177
		SP:Iteration 21Q (29729.770000 sec): 3 clusters
  Score: Raw -2798603.387556 + Penalty 3275.659505 = -2795327.728052
  nChanged 155
		SP:Iteration 22Q (29730.050000 sec): 3 clusters
  Score: Raw -2798645.311023 + Penalty 3275.659505 = -2795369.651519
  nChanged 132
		SP:Iteration 23Q (29730.310000 sec): 3 clusters
  Score: Raw -2798680.698221 + Penalty 3275.659505 = -2795405.038716
  nChanged 126
		SP:Iteration 24Q (29730.600000 sec): 3 clusters
  Score: Raw -2798711.261349 + Penalty 3275.659505 = -2795435.601845
  nChanged 99
		SP:Iteration 25Q (29730.850000 sec): 3 clusters
  Score: Raw -2798732.584122 + Penalty 3275.659505 = -2795456.924618
  nChanged 88
		SP:Iteration 26Q (29731.100000 sec): 3 clusters
  Score: Raw -2798752.437985 + Penalty 3275.659505 = -2795476.778480
  nChanged 87
		SP:Iteration 27Q (29731.430000 sec): 3 clusters
  Score: Raw -2798773.139915 + Penalty 3275.659505 = -2795497.480410
  nChanged 81
		SP:Iteration 28Q (29731.690000 sec): 3 clusters
  Score: Raw -2798791.583083 + Penalty 3275.659505 = -2795515.923578
  nChanged 75
		SP:Iteration 29Q (29732.050000 sec): 3 clusters
  Score: Raw -2798809.599497 + Penalty 3275.659505 = -2795533.939992
  nChanged 79
		SP:Iteration 30Q (29732.300000 sec): 3 clusters
  Score: Raw -2798830.152032 + Penalty 3275.659505 = -2795554.492527
  nChanged 74
		SP:Iteration 31Q (29732.580000 sec): 3 clusters
  Score: Raw -2798847.723457 + Penalty 3275.659505 = -2795572.063952
  nChanged 64
		SP:Iteration 32Q (29732.920000 sec): 3 clusters
  Score: Raw -2798863.258336 + Penalty 3275.659505 = -2795587.598831
  nChanged 61
		SP:Iteration 33Q (29733.180000 sec): 3 clusters
  Score: Raw -2798876.944165 + Penalty 3275.659505 = -2795601.284661
  nChanged 50
		SP:Iteration 34Q (29733.480000 sec): 3 clusters
  Score: Raw -2798887.612778 + Penalty 3275.659505 = -2795611.953273
  nChanged 52
		SP:Iteration 35Q (29733.790000 sec): 3 clusters
  Score: Raw -2798900.759145 + Penalty 3275.659505 = -2795625.099640
  nChanged 46
		SP:Iteration 36Q (29734.040000 sec): 3 clusters
  Score: Raw -2798910.945044 + Penalty 3275.659505 = -2795635.285540
  nChanged 40
		SP:Iteration 37Q (29734.320000 sec): 3 clusters
  Score: Raw -2798920.187427 + Penalty 3275.659505 = -2795644.527922
  nChanged 36
		SP:Iteration 38Q (29734.590000 sec): 3 clusters
  Score: Raw -2798928.949612 + Penalty 3275.659505 = -2795653.290108
  nChanged 29
		SP:Iteration 39Q (29734.900000 sec): 3 clusters
  Score: Raw -2798935.626509 + Penalty 3275.659505 = -2795659.967004
  nChanged 31
		SP:Iteration 40F (29735.190000 sec): 3 clusters
  Score: Raw -2798941.985067 + Penalty 3275.659505 = -2795666.325562
  nChanged 36
		SP:Iteration 41Q (29735.500000 sec): 3 clusters
  Score: Raw -2798950.065951 + Penalty 3275.659505 = -2795674.406447
  nChanged 37
		SP:Iteration 42Q (29735.760000 sec): 3 clusters
  Score: Raw -2798957.174794 + Penalty 3275.659505 = -2795681.515289
  nChanged 28
		SP:Iteration 43Q (29736.040000 sec): 3 clusters
  Score: Raw -2798962.713428 + Penalty 3275.659505 = -2795687.053923
  nChanged 28
		SP:Iteration 44Q (29736.320000 sec): 3 clusters
  Score: Raw -2798968.799845 + Penalty 3275.659505 = -2795693.140340
  nChanged 26
		SP:Iteration 45Q (29736.520000 sec): 3 clusters
  Score: Raw -2798974.565538 + Penalty 3275.659505 = -2795698.906033
  nChanged 21
		SP:Iteration 46Q (29736.810000 sec): 3 clusters
  Score: Raw -2798978.096930 + Penalty 3275.659505 = -2795702.437425
  nChanged 19
		SP:Iteration 47Q (29737.100000 sec): 3 clusters
  Score: Raw -2798981.183450 + Penalty 3275.659505 = -2795705.523945
  nChanged 15
		SP:Iteration 48Q (29737.340000 sec): 3 clusters
  Score: Raw -2798984.012730 + Penalty 3275.659505 = -2795708.353226
  nChanged 13
		SP:Iteration 49Q (29737.620000 sec): 3 clusters
  Score: Raw -2798985.898068 + Penalty 3275.659505 = -2795710.238563
  nChanged 11
		SP:Iteration 50Q (29737.920000 sec): 3 clusters
  Score: Raw -2798987.781231 + Penalty 3275.659505 = -2795712.121726
  nChanged 15
		SP:Iteration 51Q (29738.220000 sec): 3 clusters
  Score: Raw -2798990.549053 + Penalty 3275.659505 = -2795714.889548
  nChanged 7
		SP:Iteration 52Q (29738.480000 sec): 3 clusters
  Score: Raw -2798991.362620 + Penalty 3275.659505 = -2795715.703116
  nChanged 7
		SP:Iteration 53Q (29738.790000 sec): 3 clusters
  Score: Raw -2798992.380316 + Penalty 3275.659505 = -2795716.720811
  nChanged 6
		SP:Iteration 54Q (29739.130000 sec): 3 clusters
  Score: Raw -2798993.344807 + Penalty 3275.659505 = -2795717.685302
  nChanged 7
		SP:Iteration 55Q (29739.380000 sec): 3 clusters
  Score: Raw -2798994.422893 + Penalty 3275.659505 = -2795718.763388
  nChanged 8
		SP:Iteration 56Q (29739.720000 sec): 3 clusters
  Score: Raw -2798996.525808 + Penalty 3275.659505 = -2795720.866304
  nChanged 11
		SP:Iteration 57Q (29740.000000 sec): 3 clusters
  Score: Raw -2798998.910379 + Penalty 3275.659505 = -2795723.250875
  nChanged 12
		SP:Iteration 58Q (29740.330000 sec): 3 clusters
  Score: Raw -2799000.831504 + Penalty 3275.659505 = -2795725.171999
  nChanged 10
		SP:Iteration 59Q (29740.660000 sec): 3 clusters
  Score: Raw -2799002.919898 + Penalty 3275.659505 = -2795727.260393
  nChanged 11
		SP:Iteration 60F (29740.970000 sec): 3 clusters
  Score: Raw -2799004.534069 + Penalty 3275.659505 = -2795728.874565
  nChanged 9
		SP:Iteration 61Q (29741.280000 sec): 3 clusters
  Score: Raw -2799006.369091 + Penalty 3275.659505 = -2795730.709587
  nChanged 14
		SP:Iteration 62Q (29741.540000 sec): 3 clusters
  Score: Raw -2799009.649125 + Penalty 3275.659505 = -2795733.989621
  nChanged 11
		SP:Iteration 63Q (29741.830000 sec): 3 clusters
  Score: Raw -2799011.653175 + Penalty 3275.659505 = -2795735.993670
  nChanged 14
		SP:Iteration 64Q (29742.180000 sec): 3 clusters
  Score: Raw -2799013.433529 + Penalty 3275.659505 = -2795737.774025
  nChanged 10
		SP:Iteration 65Q (29742.480000 sec): 3 clusters
  Score: Raw -2799014.596630 + Penalty 3275.659505 = -2795738.937126
  nChanged 7
		SP:Iteration 66Q (29742.790000 sec): 3 clusters
  Score: Raw -2799016.516699 + Penalty 3275.659505 = -2795740.857194
  nChanged 19
		SP:Iteration 67Q (29743.030000 sec): 3 clusters
  Score: Raw -2799022.042236 + Penalty 3275.659505 = -2795746.382731
  nChanged 17
		SP:Iteration 68Q (29743.300000 sec): 3 clusters
  Score: Raw -2799027.248943 + Penalty 3275.659505 = -2795751.589438
  nChanged 24
		SP:Iteration 69Q (29743.570000 sec): 3 clusters
  Score: Raw -2799033.621948 + Penalty 3275.659505 = -2795757.962443
  nChanged 25
		SP:Iteration 70Q (29743.860000 sec): 3 clusters
  Score: Raw -2799040.933519 + Penalty 3275.659505 = -2795765.274015
  nChanged 17
		SP:Iteration 71Q (29744.200000 sec): 3 clusters
  Score: Raw -2799044.624436 + Penalty 3275.659505 = -2795768.964931
  nChanged 11
		SP:Iteration 72Q (29744.470000 sec): 3 clusters
  Score: Raw -2799046.848781 + Penalty 3275.659505 = -2795771.189277
  nChanged 9
		SP:Iteration 73Q (29744.750000 sec): 3 clusters
  Score: Raw -2799048.968850 + Penalty 3275.659505 = -2795773.309346
  nChanged 10
		SP:Iteration 74Q (29744.990000 sec): 3 clusters
  Score: Raw -2799051.491657 + Penalty 3275.659505 = -2795775.832152
  nChanged 8
		SP:Iteration 75Q (29745.340000 sec): 3 clusters
  Score: Raw -2799053.397652 + Penalty 3275.659505 = -2795777.738148
  nChanged 5
		SP:Iteration 76Q (29745.660000 sec): 3 clusters
  Score: Raw -2799054.141548 + Penalty 3275.659505 = -2795778.482044
  nChanged 4
		SP:Iteration 77Q (29745.960000 sec): 3 clusters
  Score: Raw -2799054.652031 + Penalty 3275.659505 = -2795778.992526
  nChanged 2
		SP:Iteration 78Q (29746.210000 sec): 3 clusters
  Score: Raw -2799055.031975 + Penalty 3275.659505 = -2795779.372470
  nChanged 1
		SP:Iteration 79Q (29746.460000 sec): 3 clusters
  Score: Raw -2799055.132175 + Penalty 3275.659505 = -2795779.472671
  nChanged 0
		SP:Iteration 80F (29746.790000 sec): 3 clusters
  Score: Raw -2799055.132175 + Penalty 3275.659505 = -2795779.472671
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29746.930000 sec): 2 clusters
  Score: Raw -813117.200148 + Penalty 1432.618183 = -811684.581965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29747.150000 sec): 3 clusters
  Score: Raw -809408.944936 + Penalty 2865.236366 = -806543.708570
  nChanged 2796
		SP:Iteration 1F (29747.380000 sec): 3 clusters
  Score: Raw -810889.310542 + Penalty 2865.236366 = -808024.074176
  nChanged 474
		SP:Iteration 2F (29747.630000 sec): 3 clusters
  Score: Raw -811144.584978 + Penalty 2865.236366 = -808279.348612
  nChanged 381
		SP:Iteration 3F (29747.880000 sec): 3 clusters
  Score: Raw -811362.875021 + Penalty 2865.236366 = -808497.638655
  nChanged 351
		SP:Iteration 4F (29748.110000 sec): 3 clusters
  Score: Raw -811616.087158 + Penalty 2865.236366 = -808750.850792
  nChanged 360
		SP:Iteration 5F (29748.350000 sec): 3 clusters
  Score: Raw -811876.082316 + Penalty 2865.236366 = -809010.845950
  nChanged 375
		SP:Iteration 6F (29748.570000 sec): 3 clusters
  Score: Raw -812162.714859 + Penalty 2865.236366 = -809297.478493
  nChanged 356
		SP:Iteration 7F (29748.820000 sec): 3 clusters
  Score: Raw -812381.654578 + Penalty 2865.236366 = -809516.418212
  nChanged 268
		SP:Iteration 8Q (29748.980000 sec): 3 clusters
  Score: Raw -812532.450865 + Penalty 2865.236366 = -809667.214499
  nChanged 238
		SP:Iteration 9Q (29749.220000 sec): 3 clusters
  Score: Raw -812657.881913 + Penalty 2865.236366 = -809792.645547
  nChanged 207
		SP:Iteration 10Q (29749.390000 sec): 3 clusters
  Score: Raw -812766.541612 + Penalty 2865.236366 = -809901.305246
  nChanged 181
		SP:Iteration 11Q (29749.580000 sec): 3 clusters
  Score: Raw -812867.415412 + Penalty 2865.236366 = -810002.179046
  nChanged 173
		SP:Iteration 12Q (29749.820000 sec): 3 clusters
  Score: Raw -812958.595987 + Penalty 2865.236366 = -810093.359621
  nChanged 149
		SP:Iteration 13Q (29750.020000 sec): 3 clusters
  Score: Raw -813022.113696 + Penalty 2865.236366 = -810156.877330
  nChanged 126
		SP:Iteration 14Q (29750.150000 sec): 3 clusters
  Score: Raw -813078.117211 + Penalty 2865.236366 = -810212.880844
  nChanged 134
		SP:Iteration 15Q (29750.380000 sec): 3 clusters
  Score: Raw -813143.941314 + Penalty 2865.236366 = -810278.704948
  nChanged 131
		SP:Iteration 16Q (29750.520000 sec): 3 clusters
  Score: Raw -813218.472225 + Penalty 2865.236366 = -810353.235859
  nChanged 133
		SP:Iteration 17Q (29750.730000 sec): 3 clusters
  Score: Raw -813293.432861 + Penalty 2865.236366 = -810428.196495
  nChanged 141
		SP:Iteration 18Q (29750.990000 sec): 3 clusters
  Score: Raw -813364.390541 + Penalty 2865.236366 = -810499.154175
  nChanged 117
		SP:Iteration 19Q (29751.180000 sec): 3 clusters
  Score: Raw -813423.653071 + Penalty 2865.236366 = -810558.416705
  nChanged 100
		SP:Iteration 20F (29751.400000 sec): 3 clusters
  Score: Raw -813476.128871 + Penalty 2865.236366 = -810610.892504
  nChanged 95
		SP:Iteration 21Q (29751.650000 sec): 3 clusters
  Score: Raw -813523.950729 + Penalty 2865.236366 = -810658.714363
  nChanged 94
		SP:Iteration 22Q (29751.860000 sec): 3 clusters
  Score: Raw -813568.250412 + Penalty 2865.236366 = -810703.014045
  nChanged 84
		SP:Iteration 23Q (29752.030000 sec): 3 clusters
  Score: Raw -813605.463577 + Penalty 2865.236366 = -810740.227210
  nChanged 59
		SP:Iteration 24Q (29752.240000 sec): 3 clusters
  Score: Raw -813631.314441 + Penalty 2865.236366 = -810766.078075
  nChanged 65
		SP:Iteration 25Q (29752.460000 sec): 3 clusters
  Score: Raw -813659.878088 + Penalty 2865.236366 = -810794.641722
  nChanged 51
		SP:Iteration 26Q (29752.700000 sec): 3 clusters
  Score: Raw -813681.658785 + Penalty 2865.236366 = -810816.422419
  nChanged 48
		SP:Iteration 27Q (29752.910000 sec): 3 clusters
  Score: Raw -813702.922208 + Penalty 2865.236366 = -810837.685842
  nChanged 38
		SP:Iteration 28Q (29753.100000 sec): 3 clusters
  Score: Raw -813717.029326 + Penalty 2865.236366 = -810851.792960
  nChanged 36
		SP:Iteration 29Q (29753.300000 sec): 3 clusters
  Score: Raw -813731.636014 + Penalty 2865.236366 = -810866.399648
  nChanged 27
		SP:Iteration 30Q (29753.480000 sec): 3 clusters
  Score: Raw -813740.251499 + Penalty 2865.236366 = -810875.015133
  nChanged 19
		SP:Iteration 31Q (29753.700000 sec): 3 clusters
  Score: Raw -813746.320083 + Penalty 2865.236366 = -810881.083717
  nChanged 13
		SP:Iteration 32Q (29753.860000 sec): 3 clusters
  Score: Raw -813751.259802 + Penalty 2865.236366 = -810886.023436
  nChanged 19
		SP:Iteration 33Q (29754.100000 sec): 3 clusters
  Score: Raw -813756.291671 + Penalty 2865.236366 = -810891.055305
  nChanged 13
		SP:Iteration 34Q (29754.240000 sec): 3 clusters
  Score: Raw -813760.395916 + Penalty 2865.236366 = -810895.159550
  nChanged 10
		SP:Iteration 35Q (29754.460000 sec): 3 clusters
  Score: Raw -813763.440860 + Penalty 2865.236366 = -810898.204494
  nChanged 9
		SP:Iteration 36Q (29754.660000 sec): 3 clusters
  Score: Raw -813766.320869 + Penalty 2865.236366 = -810901.084503
  nChanged 6
		SP:Iteration 37Q (29754.830000 sec): 3 clusters
  Score: Raw -813767.467090 + Penalty 2865.236366 = -810902.230724
  nChanged 6
		SP:Iteration 38Q (29755.000000 sec): 3 clusters
  Score: Raw -813769.130373 + Penalty 2865.236366 = -810903.894007
  nChanged 8
		SP:Iteration 39Q (29755.220000 sec): 3 clusters
  Score: Raw -813772.212385 + Penalty 2865.236366 = -810906.976019
  nChanged 9
		SP:Iteration 40F (29755.430000 sec): 3 clusters
  Score: Raw -813775.655461 + Penalty 2865.236366 = -810910.419094
  nChanged 7
		SP:Iteration 41Q (29755.640000 sec): 3 clusters
  Score: Raw -813779.371377 + Penalty 2865.236366 = -810914.135011
  nChanged 6
		SP:Iteration 42Q (29755.810000 sec): 3 clusters
  Score: Raw -813781.699563 + Penalty 2865.236366 = -810916.463197
  nChanged 7
		SP:Iteration 43Q (29756.020000 sec): 3 clusters
  Score: Raw -813784.166672 + Penalty 2865.236366 = -810918.930306
  nChanged 2
		SP:Iteration 44Q (29756.220000 sec): 3 clusters
  Score: Raw -813784.594736 + Penalty 2865.236366 = -810919.358370
  nChanged 0
		SP:Iteration 45F (29756.390000 sec): 3 clusters
  Score: Raw -813784.594736 + Penalty 2865.236366 = -810919.358370
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29756.460000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29756.660000 sec): 3 clusters
  Score: Raw -62396.542159 + Penalty 2044.759970 = -60351.782189
  nChanged 122
		SP:Iteration 1F (29756.840000 sec): 3 clusters
  Score: Raw -62560.017285 + Penalty 2044.759970 = -60515.257315
  nChanged 36
		SP:Iteration 2F (29757.000000 sec): 3 clusters
  Score: Raw -62619.430864 + Penalty 2044.759970 = -60574.670894
  nChanged 20
		SP:Iteration 3Q (29757.180000 sec): 3 clusters
  Score: Raw -62653.689524 + Penalty 2044.759970 = -60608.929554
  nChanged 16
		SP:Iteration 4Q (29757.340000 sec): 3 clusters
  Score: Raw -62676.452104 + Penalty 2044.759970 = -60631.692133
  nChanged 7
		SP:Iteration 5Q (29757.560000 sec): 3 clusters
  Score: Raw -62691.056530 + Penalty 2044.759970 = -60646.296560
  nChanged 5
		SP:Iteration 6Q (29757.690000 sec): 3 clusters
  Score: Raw -62699.854277 + Penalty 2044.759970 = -60655.094307
  nChanged 1
		SP:Iteration 7Q (29757.870000 sec): 3 clusters
  Score: Raw -62700.681359 + Penalty 2044.759970 = -60655.921388
  nChanged 0
		SP:Iteration 8F (29758.080000 sec): 3 clusters
  Score: Raw -62700.681359 + Penalty 2044.759970 = -60655.921388
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29758.140000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29758.350000 sec): 3 clusters
  Score: Raw -65297.324457 + Penalty 2093.307626 = -63204.016831
  nChanged 167
		SP:Iteration 1F (29758.500000 sec): 3 clusters
  Score: Raw -65525.752708 + Penalty 2093.307626 = -63432.445082
  nChanged 54
		SP:Iteration 2F (29758.690000 sec): 3 clusters
  Score: Raw -65608.065344 + Penalty 2093.307626 = -63514.757718
  nChanged 32
		SP:Iteration 3F (29758.820000 sec): 3 clusters
  Score: Raw -65675.685045 + Penalty 2093.307626 = -63582.377420
  nChanged 34
		SP:Iteration 4F (29758.990000 sec): 3 clusters
  Score: Raw -65764.858579 + Penalty 2093.307626 = -63671.550953
  nChanged 37
		SP:Iteration 5F (29759.160000 sec): 3 clusters
  Score: Raw -65849.366391 + Penalty 2093.307626 = -63756.058765
  nChanged 30
		SP:Iteration 6Q (29759.300000 sec): 3 clusters
  Score: Raw -65932.967422 + Penalty 2093.307626 = -63839.659797
  nChanged 28
		SP:Iteration 7Q (29759.450000 sec): 3 clusters
  Score: Raw -66029.361039 + Penalty 2093.307626 = -63936.053413
  nChanged 27
		SP:Iteration 8Q (29759.600000 sec): 3 clusters
  Score: Raw -66149.923074 + Penalty 2093.307626 = -64056.615448
  nChanged 21
		SP:Iteration 9Q (29759.740000 sec): 3 clusters
  Score: Raw -66217.891888 + Penalty 2093.307626 = -64124.584262
  nChanged 11
		SP:Iteration 10Q (29759.920000 sec): 3 clusters
  Score: Raw -66242.256403 + Penalty 2093.307626 = -64148.948778
  nChanged 3
		SP:Iteration 11Q (29760.130000 sec): 3 clusters
  Score: Raw -66247.349626 + Penalty 2093.307626 = -64154.042000
  nChanged 3
		SP:Iteration 12Q (29760.250000 sec): 3 clusters
  Score: Raw -66251.202114 + Penalty 2093.307626 = -64157.894489
  nChanged 2
		SP:Iteration 13Q (29760.420000 sec): 3 clusters
  Score: Raw -66254.344300 + Penalty 2093.307626 = -64161.036674
  nChanged 3
		SP:Iteration 14Q (29760.580000 sec): 3 clusters
  Score: Raw -66260.493152 + Penalty 2093.307626 = -64167.185527
  nChanged 1
		SP:Iteration 15Q (29760.740000 sec): 3 clusters
  Score: Raw -66263.343766 + Penalty 2093.307626 = -64170.036140
  nChanged 0
		SP:Iteration 16F (29760.920000 sec): 3 clusters
  Score: Raw -66263.343766 + Penalty 2093.307626 = -64170.036140
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (361925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29762.500000 sec): 2 clusters
  Score: Raw -43328550.039828 + Penalty 2079.868747 = -43326470.171081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29764.200000 sec): 3 clusters
  Score: Raw -43086133.282822 + Penalty 4159.737493 = -43081973.545329
  nChanged 176554
		SP:Iteration 1F (29765.880000 sec): 3 clusters
  Score: Raw -43193110.354887 + Penalty 4159.737493 = -43188950.617393
  nChanged 10424
		SP:Iteration 2Q (29767.640000 sec): 3 clusters
  Score: Raw -43195689.842133 + Penalty 4159.737493 = -43191530.104639
  nChanged 12522
		SP:Iteration 3Q (29769.420000 sec): 3 clusters
  Score: Raw -43199628.169436 + Penalty 4159.737493 = -43195468.431943
  nChanged 15346
		SP:Iteration 4Q (29771.360000 sec): 3 clusters
  Score: Raw -43205643.721774 + Penalty 4159.737493 = -43201483.984281
  nChanged 18397
		SP:Iteration 5F (29773.130000 sec): 3 clusters
  Score: Raw -43214163.693425 + Penalty 4159.737493 = -43210003.955932
  nChanged 20470
		SP:Iteration 6F (29774.970000 sec): 3 clusters
  Score: Raw -43224596.125614 + Penalty 4159.737493 = -43220436.388121
  nChanged 20523
		SP:Iteration 7F (29776.790000 sec): 3 clusters
  Score: Raw -43235645.012120 + Penalty 4159.737493 = -43231485.274626
  nChanged 19729
		SP:Iteration 8F (29778.580000 sec): 3 clusters
  Score: Raw -43247096.130702 + Penalty 4159.737493 = -43242936.393208
  nChanged 18955
		SP:Iteration 9F (29780.340000 sec): 3 clusters
  Score: Raw -43258887.423572 + Penalty 4159.737493 = -43254727.686079
  nChanged 18163
		SP:Iteration 10F (29782.260000 sec): 3 clusters
  Score: Raw -43270434.747931 + Penalty 4159.737493 = -43266275.010438
  nChanged 15922
		SP:Iteration 11Q (29784.060000 sec): 3 clusters
  Score: Raw -43279195.550685 + Penalty 4159.737493 = -43275035.813192
  nChanged 12226
		SP:Iteration 12Q (29785.900000 sec): 3 clusters
  Score: Raw -43284452.590353 + Penalty 4159.737493 = -43280292.852860
  nChanged 8799
		SP:Iteration 13Q (29787.740000 sec): 3 clusters
  Score: Raw -43287657.821232 + Penalty 4159.737493 = -43283498.083739
  nChanged 6799
		SP:Iteration 14Q (29789.470000 sec): 3 clusters
  Score: Raw -43289947.908401 + Penalty 4159.737493 = -43285788.170908
  nChanged 5816
		SP:Iteration 15Q (29791.350000 sec): 3 clusters
  Score: Raw -43291729.197209 + Penalty 4159.737493 = -43287569.459715
  nChanged 4967
		SP:Iteration 16Q (29793.130000 sec): 3 clusters
  Score: Raw -43293081.854840 + Penalty 4159.737493 = -43288922.117347
  nChanged 4430
		SP:Iteration 17Q (29794.740000 sec): 3 clusters
  Score: Raw -43294171.671394 + Penalty 4159.737493 = -43290011.933901
  nChanged 3894
		SP:Iteration 18Q (29796.650000 sec): 3 clusters
  Score: Raw -43294995.726360 + Penalty 4159.737493 = -43290835.988866
  nChanged 3264
		SP:Iteration 19Q (29798.460000 sec): 3 clusters
  Score: Raw -43295614.347548 + Penalty 4159.737493 = -43291454.610055
  nChanged 2872
		SP:Iteration 20F (29800.180000 sec): 3 clusters
  Score: Raw -43296093.058046 + Penalty 4159.737493 = -43291933.320553
  nChanged 2535
		SP:Iteration 21Q (29801.920000 sec): 3 clusters
  Score: Raw -43296483.446589 + Penalty 4159.737493 = -43292323.709096
  nChanged 2235
		SP:Iteration 22Q (29803.650000 sec): 3 clusters
  Score: Raw -43296810.827507 + Penalty 4159.737493 = -43292651.090014
  nChanged 2085
		SP:Iteration 23Q (29805.290000 sec): 3 clusters
  Score: Raw -43297103.111175 + Penalty 4159.737493 = -43292943.373682
  nChanged 1892
		SP:Iteration 24Q (29807.020000 sec): 3 clusters
  Score: Raw -43297356.445253 + Penalty 4159.737493 = -43293196.707759
  nChanged 1866
		SP:Iteration 25Q (29808.780000 sec): 3 clusters
  Score: Raw -43297601.936113 + Penalty 4159.737493 = -43293442.198620
  nChanged 1809
		SP:Iteration 26Q (29810.660000 sec): 3 clusters
  Score: Raw -43297820.389704 + Penalty 4159.737493 = -43293660.652211
  nChanged 1694
		SP:Iteration 27Q (29812.550000 sec): 3 clusters
  Score: Raw -43298012.136995 + Penalty 4159.737493 = -43293852.399502
  nChanged 1697
		SP:Iteration 28Q (29814.300000 sec): 3 clusters
  Score: Raw -43298200.262736 + Penalty 4159.737493 = -43294040.525243
  nChanged 1704
		SP:Iteration 29Q (29816.150000 sec): 3 clusters
  Score: Raw -43298391.969584 + Penalty 4159.737493 = -43294232.232090
  nChanged 1777
		SP:Iteration 30Q (29818.020000 sec): 3 clusters
  Score: Raw -43298594.918711 + Penalty 4159.737493 = -43294435.181218
  nChanged 1809
		SP:Iteration 31Q (29819.860000 sec): 3 clusters
  Score: Raw -43298806.052698 + Penalty 4159.737493 = -43294646.315205
  nChanged 1837
		SP:Iteration 32Q (29821.500000 sec): 3 clusters
  Score: Raw -43299008.853363 + Penalty 4159.737493 = -43294849.115870
  nChanged 1767
		SP:Iteration 33Q (29823.210000 sec): 3 clusters
  Score: Raw -43299198.281022 + Penalty 4159.737493 = -43295038.543529
  nChanged 1722
		SP:Iteration 34Q (29824.920000 sec): 3 clusters
  Score: Raw -43299368.365959 + Penalty 4159.737493 = -43295208.628466
  nChanged 1651
		SP:Iteration 35Q (29826.800000 sec): 3 clusters
  Score: Raw -43299522.755651 + Penalty 4159.737493 = -43295363.018158
  nChanged 1599
		SP:Iteration 36Q (29828.610000 sec): 3 clusters
  Score: Raw -43299669.436768 + Penalty 4159.737493 = -43295509.699274
  nChanged 1600
		SP:Iteration 37Q (29830.350000 sec): 3 clusters
  Score: Raw -43299810.603449 + Penalty 4159.737493 = -43295650.865955
  nChanged 1554
		SP:Iteration 38Q (29832.130000 sec): 3 clusters
  Score: Raw -43299952.475354 + Penalty 4159.737493 = -43295792.737861
  nChanged 1642
		SP:Iteration 39Q (29833.960000 sec): 3 clusters
  Score: Raw -43300097.042217 + Penalty 4159.737493 = -43295937.304724
  nChanged 1523
		SP:Iteration 40F (29835.790000 sec): 3 clusters
  Score: Raw -43300224.200781 + Penalty 4159.737493 = -43296064.463287
  nChanged 1490
		SP:Iteration 41Q (29837.630000 sec): 3 clusters
  Score: Raw -43300348.654095 + Penalty 4159.737493 = -43296188.916602
  nChanged 1460
		SP:Iteration 42Q (29839.500000 sec): 3 clusters
  Score: Raw -43300468.489472 + Penalty 4159.737493 = -43296308.751979
  nChanged 1454
		SP:Iteration 43Q (29841.230000 sec): 3 clusters
  Score: Raw -43300587.142170 + Penalty 4159.737493 = -43296427.404677
  nChanged 1443
		SP:Iteration 44Q (29842.980000 sec): 3 clusters
  Score: Raw -43300700.788587 + Penalty 4159.737493 = -43296541.051093
  nChanged 1350
		SP:Iteration 45Q (29844.650000 sec): 3 clusters
  Score: Raw -43300805.433944 + Penalty 4159.737493 = -43296645.696450
  nChanged 1336
		SP:Iteration 46Q (29846.350000 sec): 3 clusters
  Score: Raw -43300909.386777 + Penalty 4159.737493 = -43296749.649284
  nChanged 1295
		SP:Iteration 47Q (29848.030000 sec): 3 clusters
  Score: Raw -43301006.698246 + Penalty 4159.737493 = -43296846.960753
  nChanged 1257
		SP:Iteration 48Q (29849.930000 sec): 3 clusters
  Score: Raw -43301099.377232 + Penalty 4159.737493 = -43296939.639738
  nChanged 1197
		SP:Iteration 49Q (29851.710000 sec): 3 clusters
  Score: Raw -43301183.034140 + Penalty 4159.737493 = -43297023.296647
  nChanged 1190
		SP:Iteration 50Q (29853.470000 sec): 3 clusters
  Score: Raw -43301269.168747 + Penalty 4159.737493 = -43297109.431254
  nChanged 1211
		SP:Iteration 51Q (29855.130000 sec): 3 clusters
  Score: Raw -43301357.891189 + Penalty 4159.737493 = -43297198.153695
  nChanged 1196
		SP:Iteration 52Q (29856.770000 sec): 3 clusters
  Score: Raw -43301442.332737 + Penalty 4159.737493 = -43297282.595244
  nChanged 1173
		SP:Iteration 53Q (29858.420000 sec): 3 clusters
  Score: Raw -43301523.552112 + Penalty 4159.737493 = -43297363.814619
  nChanged 1146
		SP:Iteration 54Q (29860.070000 sec): 3 clusters
  Score: Raw -43301599.813365 + Penalty 4159.737493 = -43297440.075871
  nChanged 1162
		SP:Iteration 55Q (29861.800000 sec): 3 clusters
  Score: Raw -43301676.712678 + Penalty 4159.737493 = -43297516.975185
  nChanged 1171
		SP:Iteration 56Q (29863.460000 sec): 3 clusters
  Score: Raw -43301757.479738 + Penalty 4159.737493 = -43297597.742245
  nChanged 1190
		SP:Iteration 57Q (29865.220000 sec): 3 clusters
  Score: Raw -43301843.730834 + Penalty 4159.737493 = -43297683.993341
  nChanged 1223
		SP:Iteration 58Q (29866.970000 sec): 3 clusters
  Score: Raw -43301930.784917 + Penalty 4159.737493 = -43297771.047424
  nChanged 1210
		SP:Iteration 59Q (29868.740000 sec): 3 clusters
  Score: Raw -43302016.692242 + Penalty 4159.737493 = -43297856.954748
  nChanged 1197
		SP:Iteration 60F (29870.510000 sec): 3 clusters
  Score: Raw -43302100.381349 + Penalty 4159.737493 = -43297940.643855
  nChanged 1207
		SP:Iteration 61Q (29872.290000 sec): 3 clusters
  Score: Raw -43302184.325479 + Penalty 4159.737493 = -43298024.587986
  nChanged 1205
		SP:Iteration 62Q (29873.960000 sec): 3 clusters
  Score: Raw -43302267.899013 + Penalty 4159.737493 = -43298108.161520
  nChanged 1124
		SP:Iteration 63Q (29875.640000 sec): 3 clusters
  Score: Raw -43302343.111408 + Penalty 4159.737493 = -43298183.373915
  nChanged 1073
		SP:Iteration 64Q (29877.390000 sec): 3 clusters
  Score: Raw -43302413.289667 + Penalty 4159.737493 = -43298253.552174
  nChanged 1120
		SP:Iteration 65Q (29879.220000 sec): 3 clusters
  Score: Raw -43302489.409463 + Penalty 4159.737493 = -43298329.671970
  nChanged 1134
		SP:Iteration 66Q (29881.100000 sec): 3 clusters
  Score: Raw -43302565.213469 + Penalty 4159.737493 = -43298405.475975
  nChanged 1117
		SP:Iteration 67Q (29883.100000 sec): 3 clusters
  Score: Raw -43302642.794178 + Penalty 4159.737493 = -43298483.056684
  nChanged 1155
		SP:Iteration 68Q (29885.020000 sec): 3 clusters
  Score: Raw -43302726.955010 + Penalty 4159.737493 = -43298567.217517
  nChanged 1257
		SP:Iteration 69Q (29886.620000 sec): 3 clusters
  Score: Raw -43302821.774279 + Penalty 4159.737493 = -43298662.036786
  nChanged 1260
		SP:Iteration 70Q (29888.210000 sec): 3 clusters
  Score: Raw -43302920.136730 + Penalty 4159.737493 = -43298760.399237
  nChanged 1291
		SP:Iteration 71Q (29889.760000 sec): 3 clusters
  Score: Raw -43303021.507672 + Penalty 4159.737493 = -43298861.770179
  nChanged 1296
		SP:Iteration 72Q (29891.330000 sec): 3 clusters
  Score: Raw -43303123.378815 + Penalty 4159.737493 = -43298963.641322
  nChanged 1343
		SP:Iteration 73Q (29892.900000 sec): 3 clusters
  Score: Raw -43303235.126414 + Penalty 4159.737493 = -43299075.388921
  nChanged 1405
		SP:Iteration 74Q (29894.540000 sec): 3 clusters
  Score: Raw -43303361.146899 + Penalty 4159.737493 = -43299201.409405
  nChanged 1505
		SP:Iteration 75Q (29896.210000 sec): 3 clusters
  Score: Raw -43303508.327789 + Penalty 4159.737493 = -43299348.590296
  nChanged 1624
		SP:Iteration 76Q (29897.940000 sec): 3 clusters
  Score: Raw -43303679.205382 + Penalty 4159.737493 = -43299519.467889
  nChanged 1660
		SP:Iteration 77Q (29899.660000 sec): 3 clusters
  Score: Raw -43303857.964416 + Penalty 4159.737493 = -43299698.226923
  nChanged 1721
		SP:Iteration 78Q (29901.320000 sec): 3 clusters
  Score: Raw -43304053.682817 + Penalty 4159.737493 = -43299893.945324
  nChanged 1742
		SP:Iteration 79Q (29902.890000 sec): 3 clusters
  Score: Raw -43304259.281179 + Penalty 4159.737493 = -43300099.543686
  nChanged 1798
		SP:Iteration 80F (29904.550000 sec): 3 clusters
  Score: Raw -43304486.700735 + Penalty 4159.737493 = -43300326.963241
  nChanged 1891
		SP:Iteration 81Q (29906.290000 sec): 3 clusters
  Score: Raw -43304731.592756 + Penalty 4159.737493 = -43300571.855263
  nChanged 1926
		SP:Iteration 82Q (29907.830000 sec): 3 clusters
  Score: Raw -43304987.243614 + Penalty 4159.737493 = -43300827.506121
  nChanged 1990
		SP:Iteration 83Q (29909.460000 sec): 3 clusters
  Score: Raw -43305268.168195 + Penalty 4159.737493 = -43301108.430702
  nChanged 2091
		SP:Iteration 84Q (29911.010000 sec): 3 clusters
  Score: Raw -43305582.557138 + Penalty 4159.737493 = -43301422.819645
  nChanged 2210
		SP:Iteration 85Q (29912.580000 sec): 3 clusters
  Score: Raw -43305933.110317 + Penalty 4159.737493 = -43301773.372824
  nChanged 2333
		SP:Iteration 86Q (29914.170000 sec): 3 clusters
  Score: Raw -43306334.639900 + Penalty 4159.737493 = -43302174.902407
  nChanged 2479
		SP:Iteration 87Q (29915.810000 sec): 3 clusters
  Score: Raw -43306782.290164 + Penalty 4159.737493 = -43302622.552671
  nChanged 2550
		SP:Iteration 88Q (29917.390000 sec): 3 clusters
  Score: Raw -43307261.806735 + Penalty 4159.737493 = -43303102.069242
  nChanged 2661
		SP:Iteration 89Q (29919.090000 sec): 3 clusters
  Score: Raw -43307789.331084 + Penalty 4159.737493 = -43303629.593591
  nChanged 2778
		SP:Iteration 90Q (29920.700000 sec): 3 clusters
  Score: Raw -43308375.453608 + Penalty 4159.737493 = -43304215.716114
  nChanged 2884
		SP:Iteration 91Q (29922.290000 sec): 3 clusters
  Score: Raw -43309032.378374 + Penalty 4159.737493 = -43304872.640880
  nChanged 3050
		SP:Iteration 92Q (29923.850000 sec): 3 clusters
  Score: Raw -43309772.567870 + Penalty 4159.737493 = -43305612.830376
  nChanged 3160
		SP:Iteration 93Q (29925.400000 sec): 3 clusters
  Score: Raw -43310601.054368 + Penalty 4159.737493 = -43306441.316874
  nChanged 3232
		SP:Iteration 94Q (29926.960000 sec): 3 clusters
  Score: Raw -43311500.530023 + Penalty 4159.737493 = -43307340.792530
  nChanged 3241
		SP:Iteration 95Q (29928.510000 sec): 3 clusters
  Score: Raw -43312444.936630 + Penalty 4159.737493 = -43308285.199137
  nChanged 3284
		SP:Iteration 96Q (29930.090000 sec): 3 clusters
  Score: Raw -43313469.721884 + Penalty 4159.737493 = -43309309.984391
  nChanged 3314
		SP:Iteration 97Q (29931.660000 sec): 3 clusters
  Score: Raw -43314584.859900 + Penalty 4159.737493 = -43310425.122406
  nChanged 3455
		SP:Iteration 98Q (29933.210000 sec): 3 clusters
  Score: Raw -43315850.203569 + Penalty 4159.737493 = -43311690.466076
  nChanged 3357
		SP:Iteration 99Q (29934.610000 sec): 3 clusters
  Score: Raw -43317133.497815 + Penalty 4159.737493 = -43312973.760322
  nChanged 3313
		SP:Iteration 100F (29936.240000 sec): 3 clusters
  Score: Raw -43318510.958782 + Penalty 4159.737493 = -43314351.221289
  nChanged 3275
		SP:Iteration 101Q (29937.630000 sec): 3 clusters
  Score: Raw -43319961.266135 + Penalty 4159.737493 = -43315801.528642
  nChanged 3048
		SP:Iteration 102Q (29939.160000 sec): 3 clusters
  Score: Raw -43321414.523069 + Penalty 4159.737493 = -43317254.785575
  nChanged 2785
		SP:Iteration 103Q (29940.690000 sec): 3 clusters
  Score: Raw -43322805.006113 + Penalty 4159.737493 = -43318645.268619
  nChanged 2472
		SP:Iteration 104Q (29942.300000 sec): 3 clusters
  Score: Raw -43324088.657804 + Penalty 4159.737493 = -43319928.920311
  nChanged 2127
		SP:Iteration 105Q (29943.780000 sec): 3 clusters
  Score: Raw -43325251.264248 + Penalty 4159.737493 = -43321091.526754
  nChanged 1805
		SP:Iteration 106Q (29945.330000 sec): 3 clusters
  Score: Raw -43326218.884704 + Penalty 4159.737493 = -43322059.147211
  nChanged 1444
		SP:Iteration 107Q (29946.820000 sec): 3 clusters
  Score: Raw -43326969.602484 + Penalty 4159.737493 = -43322809.864991
  nChanged 1177
		SP:Iteration 108Q (29948.340000 sec): 3 clusters
  Score: Raw -43327541.083000 + Penalty 4159.737493 = -43323381.345507
  nChanged 957
		SP:Iteration 109Q (29949.730000 sec): 3 clusters
  Score: Raw -43327953.290499 + Penalty 4159.737493 = -43323793.553005
  nChanged 769
		SP:Iteration 110Q (29951.230000 sec): 3 clusters
  Score: Raw -43328249.398099 + Penalty 4159.737493 = -43324089.660606
  nChanged 649
		SP:Iteration 111Q (29952.650000 sec): 3 clusters
  Score: Raw -43328459.230232 + Penalty 4159.737493 = -43324299.492738
  nChanged 536
		SP:Iteration 112Q (29954.050000 sec): 3 clusters
  Score: Raw -43328624.279265 + Penalty 4159.737493 = -43324464.541772
  nChanged 474
		SP:Iteration 113Q (29955.400000 sec): 3 clusters
  Score: Raw -43328760.305805 + Penalty 4159.737493 = -43324600.568312
  nChanged 382
		SP:Iteration 114Q (29956.770000 sec): 3 clusters
  Score: Raw -43328856.093053 + Penalty 4159.737493 = -43324696.355560
  nChanged 330
		SP:Iteration 115Q (29958.230000 sec): 3 clusters
  Score: Raw -43328934.975693 + Penalty 4159.737493 = -43324775.238200
  nChanged 283
		SP:Iteration 116Q (29959.670000 sec): 3 clusters
  Score: Raw -43328996.627496 + Penalty 4159.737493 = -43324836.890002
  nChanged 236
		SP:Iteration 117Q (29961.150000 sec): 3 clusters
  Score: Raw -43329044.881449 + Penalty 4159.737493 = -43324885.143956
  nChanged 178
		SP:Iteration 118Q (29962.660000 sec): 3 clusters
  Score: Raw -43329077.236556 + Penalty 4159.737493 = -43324917.499063
  nChanged 165
		SP:Iteration 119Q (29964.130000 sec): 3 clusters
  Score: Raw -43329108.733159 + Penalty 4159.737493 = -43324948.995666
  nChanged 139
		SP:Iteration 120F (29965.770000 sec): 3 clusters
  Score: Raw -43329130.594163 + Penalty 4159.737493 = -43324970.856670
  nChanged 116
		SP:Iteration 121Q (29967.210000 sec): 3 clusters
  Score: Raw -43329147.198266 + Penalty 4159.737493 = -43324987.460772
  nChanged 100
		SP:Iteration 122Q (29968.600000 sec): 3 clusters
  Score: Raw -43329161.468175 + Penalty 4159.737493 = -43325001.730681
  nChanged 87
		SP:Iteration 123Q (29970.000000 sec): 3 clusters
  Score: Raw -43329173.576550 + Penalty 4159.737493 = -43325013.839057
  nChanged 84
		SP:Iteration 124Q (29971.310000 sec): 3 clusters
  Score: Raw -43329186.531648 + Penalty 4159.737493 = -43325026.794155
  nChanged 87
		SP:Iteration 125Q (29972.790000 sec): 3 clusters
  Score: Raw -43329200.294884 + Penalty 4159.737493 = -43325040.557391
  nChanged 85
		SP:Iteration 126Q (29974.270000 sec): 3 clusters
  Score: Raw -43329212.823831 + Penalty 4159.737493 = -43325053.086338
  nChanged 71
		SP:Iteration 127Q (29975.640000 sec): 3 clusters
  Score: Raw -43329221.448553 + Penalty 4159.737493 = -43325061.711059
  nChanged 68
		SP:Iteration 128Q (29977.160000 sec): 3 clusters
  Score: Raw -43329231.013009 + Penalty 4159.737493 = -43325071.275515
  nChanged 63
		SP:Iteration 129Q (29978.750000 sec): 3 clusters
  Score: Raw -43329240.596089 + Penalty 4159.737493 = -43325080.858596
  nChanged 53
		SP:Iteration 130Q (29980.300000 sec): 3 clusters
  Score: Raw -43329249.475480 + Penalty 4159.737493 = -43325089.737987
  nChanged 55
		SP:Iteration 131Q (29981.840000 sec): 3 clusters
  Score: Raw -43329257.907643 + Penalty 4159.737493 = -43325098.170149
  nChanged 57
		SP:Iteration 132Q (29983.320000 sec): 3 clusters
  Score: Raw -43329265.816051 + Penalty 4159.737493 = -43325106.078558
  nChanged 65
		SP:Iteration 133Q (29984.850000 sec): 3 clusters
  Score: Raw -43329275.840185 + Penalty 4159.737493 = -43325116.102692
  nChanged 57
		SP:Iteration 134Q (29986.440000 sec): 3 clusters
  Score: Raw -43329285.713955 + Penalty 4159.737493 = -43325125.976462
  nChanged 63
		SP:Iteration 135Q (29988.000000 sec): 3 clusters
  Score: Raw -43329295.919265 + Penalty 4159.737493 = -43325136.181771
  nChanged 48
		SP:Iteration 136Q (29989.500000 sec): 3 clusters
  Score: Raw -43329304.445195 + Penalty 4159.737493 = -43325144.707701
  nChanged 45
		SP:Iteration 137Q (29990.900000 sec): 3 clusters
  Score: Raw -43329312.143823 + Penalty 4159.737493 = -43325152.406330
  nChanged 38
		SP:Iteration 138Q (29992.460000 sec): 3 clusters
  Score: Raw -43329318.417978 + Penalty 4159.737493 = -43325158.680484
  nChanged 40
		SP:Iteration 139Q (29993.860000 sec): 3 clusters
  Score: Raw -43329325.078984 + Penalty 4159.737493 = -43325165.341490
  nChanged 36
		SP:Iteration 140F (29995.540000 sec): 3 clusters
  Score: Raw -43329330.218665 + Penalty 4159.737493 = -43325170.481172
  nChanged 39
		SP:Iteration 141Q (29997.200000 sec): 3 clusters
  Score: Raw -43329335.827159 + Penalty 4159.737493 = -43325176.089666
  nChanged 27
		SP:Iteration 142Q (29998.920000 sec): 3 clusters
  Score: Raw -43329339.121302 + Penalty 4159.737493 = -43325179.383809
  nChanged 22
		SP:Iteration 143Q (30000.400000 sec): 3 clusters
  Score: Raw -43329341.606495 + Penalty 4159.737493 = -43325181.869002
  nChanged 21
		SP:Iteration 144Q (30001.910000 sec): 3 clusters
  Score: Raw -43329344.349778 + Penalty 4159.737493 = -43325184.612285
  nChanged 20
		SP:Iteration 145Q (30003.620000 sec): 3 clusters
  Score: Raw -43329346.725784 + Penalty 4159.737493 = -43325186.988291
  nChanged 14
		SP:Iteration 146Q (30005.210000 sec): 3 clusters
  Score: Raw -43329347.958925 + Penalty 4159.737493 = -43325188.221432
  nChanged 10
		SP:Iteration 147Q (30006.780000 sec): 3 clusters
  Score: Raw -43329348.770629 + Penalty 4159.737493 = -43325189.033136
  nChanged 8
		SP:Iteration 148Q (30008.330000 sec): 3 clusters
  Score: Raw -43329349.662153 + Penalty 4159.737493 = -43325189.924660
  nChanged 7
		SP:Iteration 149Q (30009.860000 sec): 3 clusters
  Score: Raw -43329350.284947 + Penalty 4159.737493 = -43325190.547454
  nChanged 7
		SP:Iteration 150Q (30011.390000 sec): 3 clusters
  Score: Raw -43329350.817740 + Penalty 4159.737493 = -43325191.080246
  nChanged 5
		SP:Iteration 151Q (30012.960000 sec): 3 clusters
  Score: Raw -43329351.283356 + Penalty 4159.737493 = -43325191.545863
  nChanged 3
		SP:Iteration 152Q (30014.450000 sec): 3 clusters
  Score: Raw -43329351.576729 + Penalty 4159.737493 = -43325191.839236
  nChanged 3
		SP:Iteration 153Q (30015.930000 sec): 3 clusters
  Score: Raw -43329351.895018 + Penalty 4159.737493 = -43325192.157524
  nChanged 4
		SP:Iteration 154Q (30017.440000 sec): 3 clusters
  Score: Raw -43329352.421756 + Penalty 4159.737493 = -43325192.684262
  nChanged 6
		SP:Iteration 155Q (30018.930000 sec): 3 clusters
  Score: Raw -43329352.943595 + Penalty 4159.737493 = -43325193.206102
  nChanged 6
		SP:Iteration 156Q (30020.440000 sec): 3 clusters
  Score: Raw -43329353.729374 + Penalty 4159.737493 = -43325193.991881
  nChanged 8
		SP:Iteration 157Q (30022.030000 sec): 3 clusters
  Score: Raw -43329354.535239 + Penalty 4159.737493 = -43325194.797745
  nChanged 7
		SP:Iteration 158Q (30023.720000 sec): 3 clusters
  Score: Raw -43329355.077681 + Penalty 4159.737493 = -43325195.340187
  nChanged 7
		SP:Iteration 159Q (30025.440000 sec): 3 clusters
  Score: Raw -43329355.708982 + Penalty 4159.737493 = -43325195.971489
  nChanged 8
		SP:Iteration 160F (30027.330000 sec): 3 clusters
  Score: Raw -43329356.362468 + Penalty 4159.737493 = -43325196.624975
  nChanged 4
		SP:Iteration 161Q (30028.980000 sec): 3 clusters
  Score: Raw -43329356.697173 + Penalty 4159.737493 = -43325196.959680
  nChanged 2
		SP:Iteration 162Q (30030.530000 sec): 3 clusters
  Score: Raw -43329356.788669 + Penalty 4159.737493 = -43325197.051176
  nChanged 2
		SP:Iteration 163Q (30032.170000 sec): 3 clusters
  Score: Raw -43329357.080065 + Penalty 4159.737493 = -43325197.342572
  nChanged 3
		SP:Iteration 164Q (30033.700000 sec): 3 clusters
  Score: Raw -43329357.428742 + Penalty 4159.737493 = -43325197.691249
  nChanged 3
		SP:Iteration 165Q (30035.170000 sec): 3 clusters
  Score: Raw -43329357.573883 + Penalty 4159.737493 = -43325197.836390
  nChanged 1
		SP:Iteration 166Q (30036.640000 sec): 3 clusters
  Score: Raw -43329357.626678 + Penalty 4159.737493 = -43325197.889184
  nChanged 0
		SP:Iteration 167F (30038.200000 sec): 3 clusters
  Score: Raw -43329357.626678 + Penalty 4159.737493 = -43325197.889184
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30038.510000 sec): 2 clusters
  Score: Raw -123442.451633 + Penalty 1126.522782 = -122315.928851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30038.660000 sec): 3 clusters
  Score: Raw -123198.282323 + Penalty 2253.045565 = -120945.236758
  nChanged 311
		SP:Iteration 1F (30038.830000 sec): 3 clusters
  Score: Raw -123530.050628 + Penalty 2253.045565 = -121277.005064
  nChanged 79
		SP:Iteration 2F (30039.060000 sec): 3 clusters
  Score: Raw -123660.232707 + Penalty 2253.045565 = -121407.187142
  nChanged 68
		SP:Iteration 3F (30039.230000 sec): 3 clusters
  Score: Raw -123826.472578 + Penalty 2253.045565 = -121573.427013
  nChanged 61
		SP:Iteration 4F (30039.430000 sec): 3 clusters
  Score: Raw -123981.226275 + Penalty 2253.045565 = -121728.180710
  nChanged 54
		SP:Iteration 5F (30039.600000 sec): 3 clusters
  Score: Raw -124187.249684 + Penalty 2253.045565 = -121934.204119
  nChanged 51
		SP:Iteration 6Q (30039.800000 sec): 3 clusters
  Score: Raw -124296.226753 + Penalty 2253.045565 = -122043.181189
  nChanged 31
		SP:Iteration 7Q (30040.030000 sec): 3 clusters
  Score: Raw -124372.815920 + Penalty 2253.045565 = -122119.770355
  nChanged 14
		SP:Iteration 8Q (30040.250000 sec): 3 clusters
  Score: Raw -124400.579031 + Penalty 2253.045565 = -122147.533467
  nChanged 4
		SP:Iteration 9Q (30040.450000 sec): 3 clusters
  Score: Raw -124404.338502 + Penalty 2253.045565 = -122151.292938
  nChanged 0
		SP:Iteration 10F (30040.650000 sec): 3 clusters
  Score: Raw -124404.338502 + Penalty 2253.045565 = -122151.292938
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30040.890000 sec): 2 clusters
  Score: Raw -3601691.395792 + Penalty 1672.677336 = -3600018.718456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30041.250000 sec): 3 clusters
  Score: Raw -3583543.724896 + Penalty 3345.354673 = -3580198.370223
  nChanged 13622
		SP:Iteration 1F (30041.610000 sec): 3 clusters
  Score: Raw -3591256.507527 + Penalty 3345.354673 = -3587911.152854
  nChanged 1696
		SP:Iteration 2F (30041.960000 sec): 3 clusters
  Score: Raw -3592020.566497 + Penalty 3345.354673 = -3588675.211824
  nChanged 1839
		SP:Iteration 3F (30042.270000 sec): 3 clusters
  Score: Raw -3593027.784301 + Penalty 3345.354673 = -3589682.429628
  nChanged 1959
		SP:Iteration 4F (30042.610000 sec): 3 clusters
  Score: Raw -3594165.610089 + Penalty 3345.354673 = -3590820.255416
  nChanged 1929
		SP:Iteration 5F (30042.990000 sec): 3 clusters
  Score: Raw -3595320.166070 + Penalty 3345.354673 = -3591974.811397
  nChanged 1771
		SP:Iteration 6F (30043.290000 sec): 3 clusters
  Score: Raw -3596413.651697 + Penalty 3345.354673 = -3593068.297024
  nChanged 1572
		SP:Iteration 7F (30043.600000 sec): 3 clusters
  Score: Raw -3597438.747718 + Penalty 3345.354673 = -3594093.393046
  nChanged 1379
		SP:Iteration 8Q (30043.950000 sec): 3 clusters
  Score: Raw -3598421.872462 + Penalty 3345.354673 = -3595076.517789
  nChanged 1252
		SP:Iteration 9Q (30044.280000 sec): 3 clusters
  Score: Raw -3599390.661623 + Penalty 3345.354673 = -3596045.306950
  nChanged 1002
		SP:Iteration 10Q (30044.610000 sec): 3 clusters
  Score: Raw -3600194.659719 + Penalty 3345.354673 = -3596849.305046
  nChanged 768
		SP:Iteration 11Q (30044.940000 sec): 3 clusters
  Score: Raw -3600813.291018 + Penalty 3345.354673 = -3597467.936345
  nChanged 495
		SP:Iteration 12Q (30045.300000 sec): 3 clusters
  Score: Raw -3601185.344407 + Penalty 3345.354673 = -3597839.989734
  nChanged 305
		SP:Iteration 13Q (30045.570000 sec): 3 clusters
  Score: Raw -3601418.382262 + Penalty 3345.354673 = -3598073.027589
  nChanged 191
		SP:Iteration 14Q (30045.880000 sec): 3 clusters
  Score: Raw -3601569.981225 + Penalty 3345.354673 = -3598224.626552
  nChanged 114
		SP:Iteration 15Q (30046.270000 sec): 3 clusters
  Score: Raw -3601648.986311 + Penalty 3345.354673 = -3598303.631638
  nChanged 77
		SP:Iteration 16Q (30046.590000 sec): 3 clusters
  Score: Raw -3601714.682935 + Penalty 3345.354673 = -3598369.328262
  nChanged 59
		SP:Iteration 17Q (30046.950000 sec): 3 clusters
  Score: Raw -3601762.172334 + Penalty 3345.354673 = -3598416.817661
  nChanged 36
		SP:Iteration 18Q (30047.230000 sec): 3 clusters
  Score: Raw -3601792.902506 + Penalty 3345.354673 = -3598447.547833
  nChanged 28
		SP:Iteration 19Q (30047.590000 sec): 3 clusters
  Score: Raw -3601815.391499 + Penalty 3345.354673 = -3598470.036826
  nChanged 13
		SP:Iteration 20F (30047.930000 sec): 3 clusters
  Score: Raw -3601827.559042 + Penalty 3345.354673 = -3598482.204369
  nChanged 12
		SP:Iteration 21Q (30048.230000 sec): 3 clusters
  Score: Raw -3601836.756143 + Penalty 3345.354673 = -3598491.401470
  nChanged 6
		SP:Iteration 22Q (30048.480000 sec): 3 clusters
  Score: Raw -3601841.965820 + Penalty 3345.354673 = -3598496.611147
  nChanged 11
		SP:Iteration 23Q (30048.830000 sec): 3 clusters
  Score: Raw -3601849.106734 + Penalty 3345.354673 = -3598503.752061
  nChanged 5
		SP:Iteration 24Q (30049.110000 sec): 3 clusters
  Score: Raw -3601852.923165 + Penalty 3345.354673 = -3598507.568492
  nChanged 3
		SP:Iteration 25Q (30049.460000 sec): 3 clusters
  Score: Raw -3601854.802305 + Penalty 3345.354673 = -3598509.447632
  nChanged 5
		SP:Iteration 26Q (30049.770000 sec): 3 clusters
  Score: Raw -3601859.435017 + Penalty 3345.354673 = -3598514.080344
  nChanged 2
		SP:Iteration 27Q (30050.080000 sec): 3 clusters
  Score: Raw -3601860.960727 + Penalty 3345.354673 = -3598515.606055
  nChanged 2
		SP:Iteration 28Q (30050.450000 sec): 3 clusters
  Score: Raw -3601862.126844 + Penalty 3345.354673 = -3598516.772171
  nChanged 3
		SP:Iteration 29Q (30050.790000 sec): 3 clusters
  Score: Raw -3601865.168848 + Penalty 3345.354673 = -3598519.814175
  nChanged 3
		SP:Iteration 30Q (30051.070000 sec): 3 clusters
  Score: Raw -3601867.793149 + Penalty 3345.354673 = -3598522.438476
  nChanged 3
		SP:Iteration 31Q (30051.450000 sec): 3 clusters
  Score: Raw -3601869.801895 + Penalty 3345.354673 = -3598524.447222
  nChanged 4
		SP:Iteration 32Q (30051.770000 sec): 3 clusters
  Score: Raw -3601872.521044 + Penalty 3345.354673 = -3598527.166371
  nChanged 3
		SP:Iteration 33Q (30052.110000 sec): 3 clusters
  Score: Raw -3601877.458642 + Penalty 3345.354673 = -3598532.103969
  nChanged 3
		SP:Iteration 34Q (30052.470000 sec): 3 clusters
  Score: Raw -3601878.866177 + Penalty 3345.354673 = -3598533.511504
  nChanged 0
		SP:Iteration 35F (30052.770000 sec): 3 clusters
  Score: Raw -3601878.866177 + Penalty 3345.354673 = -3598533.511504
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30052.930000 sec): 2 clusters
  Score: Raw -456673.930530 + Penalty 1355.982076 = -455317.948454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30053.150000 sec): 3 clusters
  Score: Raw -454559.442988 + Penalty 2711.964152 = -451847.478836
  nChanged 1646
		SP:Iteration 1F (30053.410000 sec): 3 clusters
  Score: Raw -455505.508761 + Penalty 2711.964152 = -452793.544609
  nChanged 323
		SP:Iteration 2F (30053.570000 sec): 3 clusters
  Score: Raw -455691.529629 + Penalty 2711.964152 = -452979.565477
  nChanged 212
		SP:Iteration 3F (30053.760000 sec): 3 clusters
  Score: Raw -455826.850087 + Penalty 2711.964152 = -453114.885935
  nChanged 208
		SP:Iteration 4Q (30053.950000 sec): 3 clusters
  Score: Raw -455984.547106 + Penalty 2711.964152 = -453272.582954
  nChanged 205
		SP:Iteration 5Q (30054.160000 sec): 3 clusters
  Score: Raw -456159.342345 + Penalty 2711.964152 = -453447.378193
  nChanged 225
		SP:Iteration 6F (30054.420000 sec): 3 clusters
  Score: Raw -456404.141752 + Penalty 2711.964152 = -453692.177600
  nChanged 248
		SP:Iteration 7F (30054.650000 sec): 3 clusters
  Score: Raw -456686.430901 + Penalty 2711.964152 = -453974.466749
  nChanged 247
		SP:Iteration 8F (30054.840000 sec): 3 clusters
  Score: Raw -456960.616945 + Penalty 2711.964152 = -454248.652792
  nChanged 194
		SP:Iteration 9Q (30055.010000 sec): 3 clusters
  Score: Raw -457132.280226 + Penalty 2711.964152 = -454420.316074
  nChanged 134
		SP:Iteration 10Q (30055.270000 sec): 3 clusters
  Score: Raw -457219.352400 + Penalty 2711.964152 = -454507.388247
  nChanged 84
		SP:Iteration 11Q (30055.470000 sec): 3 clusters
  Score: Raw -457268.450866 + Penalty 2711.964152 = -454556.486714
  nChanged 61
		SP:Iteration 12Q (30055.660000 sec): 3 clusters
  Score: Raw -457299.697447 + Penalty 2711.964152 = -454587.733294
  nChanged 50
		SP:Iteration 13Q (30055.840000 sec): 3 clusters
  Score: Raw -457323.644822 + Penalty 2711.964152 = -454611.680670
  nChanged 45
		SP:Iteration 14Q (30056.010000 sec): 3 clusters
  Score: Raw -457341.467330 + Penalty 2711.964152 = -454629.503178
  nChanged 27
		SP:Iteration 15Q (30056.200000 sec): 3 clusters
  Score: Raw -457354.255255 + Penalty 2711.964152 = -454642.291103
  nChanged 28
		SP:Iteration 16Q (30056.390000 sec): 3 clusters
  Score: Raw -457364.831632 + Penalty 2711.964152 = -454652.867479
  nChanged 14
		SP:Iteration 17Q (30056.570000 sec): 3 clusters
  Score: Raw -457370.530575 + Penalty 2711.964152 = -454658.566423
  nChanged 11
		SP:Iteration 18Q (30056.760000 sec): 3 clusters
  Score: Raw -457374.120304 + Penalty 2711.964152 = -454662.156152
  nChanged 9
		SP:Iteration 19Q (30056.950000 sec): 3 clusters
  Score: Raw -457376.722601 + Penalty 2711.964152 = -454664.758449
  nChanged 6
		SP:Iteration 20F (30057.130000 sec): 3 clusters
  Score: Raw -457378.885095 + Penalty 2711.964152 = -454666.920943
  nChanged 9
		SP:Iteration 21Q (30057.310000 sec): 3 clusters
  Score: Raw -457383.611201 + Penalty 2711.964152 = -454671.647049
  nChanged 12
		SP:Iteration 22Q (30057.500000 sec): 3 clusters
  Score: Raw -457386.679140 + Penalty 2711.964152 = -454674.714988
  nChanged 10
		SP:Iteration 23Q (30057.690000 sec): 3 clusters
  Score: Raw -457389.524850 + Penalty 2711.964152 = -454677.560697
  nChanged 7
		SP:Iteration 24Q (30057.870000 sec): 3 clusters
  Score: Raw -457391.542408 + Penalty 2711.964152 = -454679.578256
  nChanged 5
		SP:Iteration 25Q (30058.060000 sec): 3 clusters
  Score: Raw -457393.487167 + Penalty 2711.964152 = -454681.523015
  nChanged 5
		SP:Iteration 26Q (30058.290000 sec): 3 clusters
  Score: Raw -457394.545636 + Penalty 2711.964152 = -454682.581484
  nChanged 4
		SP:Iteration 27Q (30058.470000 sec): 3 clusters
  Score: Raw -457395.597976 + Penalty 2711.964152 = -454683.633824
  nChanged 3
		SP:Iteration 28Q (30058.650000 sec): 3 clusters
  Score: Raw -457395.928571 + Penalty 2711.964152 = -454683.964419
  nChanged 0
		SP:Iteration 29F (30058.830000 sec): 3 clusters
  Score: Raw -457395.928571 + Penalty 2711.964152 = -454683.964419
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30058.970000 sec): 2 clusters
  Score: Raw -607654.880149 + Penalty 1385.048283 = -606269.831866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30059.150000 sec): 3 clusters
  Score: Raw -605034.588453 + Penalty 2770.096566 = -602264.491886
  nChanged 2023
		SP:Iteration 1F (30059.300000 sec): 3 clusters
  Score: Raw -606160.943776 + Penalty 2770.096566 = -603390.847210
  nChanged 365
		SP:Iteration 2F (30059.500000 sec): 3 clusters
  Score: Raw -606357.785452 + Penalty 2770.096566 = -603587.688886
  nChanged 265
		SP:Iteration 3F (30059.660000 sec): 3 clusters
  Score: Raw -606493.766172 + Penalty 2770.096566 = -603723.669606
  nChanged 199
		SP:Iteration 4Q (30059.850000 sec): 3 clusters
  Score: Raw -606593.013721 + Penalty 2770.096566 = -603822.917154
  nChanged 179
		SP:Iteration 5Q (30060.060000 sec): 3 clusters
  Score: Raw -606677.937073 + Penalty 2770.096566 = -603907.840506
  nChanged 162
		SP:Iteration 6Q (30060.220000 sec): 3 clusters
  Score: Raw -606756.489654 + Penalty 2770.096566 = -603986.393088
  nChanged 142
		SP:Iteration 7Q (30060.370000 sec): 3 clusters
  Score: Raw -606825.588922 + Penalty 2770.096566 = -604055.492356
  nChanged 133
		SP:Iteration 8Q (30060.590000 sec): 3 clusters
  Score: Raw -606890.817307 + Penalty 2770.096566 = -604120.720741
  nChanged 132
		SP:Iteration 9Q (30060.740000 sec): 3 clusters
  Score: Raw -606956.417824 + Penalty 2770.096566 = -604186.321258
  nChanged 130
		SP:Iteration 10Q (30060.970000 sec): 3 clusters
  Score: Raw -607023.180301 + Penalty 2770.096566 = -604253.083735
  nChanged 142
		SP:Iteration 11Q (30061.180000 sec): 3 clusters
  Score: Raw -607094.255816 + Penalty 2770.096566 = -604324.159250
  nChanged 130
		SP:Iteration 12Q (30061.450000 sec): 3 clusters
  Score: Raw -607163.235108 + Penalty 2770.096566 = -604393.138541
  nChanged 131
		SP:Iteration 13Q (30061.670000 sec): 3 clusters
  Score: Raw -607240.060010 + Penalty 2770.096566 = -604469.963443
  nChanged 146
		SP:Iteration 14Q (30061.860000 sec): 3 clusters
  Score: Raw -607324.510452 + Penalty 2770.096566 = -604554.413885
  nChanged 130
		SP:Iteration 15Q (30062.090000 sec): 3 clusters
  Score: Raw -607397.207731 + Penalty 2770.096566 = -604627.111164
  nChanged 132
		SP:Iteration 16Q (30062.330000 sec): 3 clusters
  Score: Raw -607473.230900 + Penalty 2770.096566 = -604703.134333
  nChanged 119
		SP:Iteration 17Q (30062.550000 sec): 3 clusters
  Score: Raw -607527.985484 + Penalty 2770.096566 = -604757.888918
  nChanged 91
		SP:Iteration 18Q (30062.720000 sec): 3 clusters
  Score: Raw -607569.733784 + Penalty 2770.096566 = -604799.637218
  nChanged 78
		SP:Iteration 19Q (30062.960000 sec): 3 clusters
  Score: Raw -607602.946175 + Penalty 2770.096566 = -604832.849608
  nChanged 72
		SP:Iteration 20F (30063.130000 sec): 3 clusters
  Score: Raw -607632.624410 + Penalty 2770.096566 = -604862.527844
  nChanged 62
		SP:Iteration 21Q (30063.320000 sec): 3 clusters
  Score: Raw -607661.444040 + Penalty 2770.096566 = -604891.347473
  nChanged 55
		SP:Iteration 22Q (30063.510000 sec): 3 clusters
  Score: Raw -607681.700431 + Penalty 2770.096566 = -604911.603865
  nChanged 42
		SP:Iteration 23Q (30063.690000 sec): 3 clusters
  Score: Raw -607697.539223 + Penalty 2770.096566 = -604927.442657
  nChanged 29
		SP:Iteration 24Q (30063.830000 sec): 3 clusters
  Score: Raw -607705.209443 + Penalty 2770.096566 = -604935.112876
  nChanged 27
		SP:Iteration 25Q (30064.030000 sec): 3 clusters
  Score: Raw -607712.364541 + Penalty 2770.096566 = -604942.267974
  nChanged 17
		SP:Iteration 26Q (30064.230000 sec): 3 clusters
  Score: Raw -607716.495823 + Penalty 2770.096566 = -604946.399257
  nChanged 14
		SP:Iteration 27Q (30064.410000 sec): 3 clusters
  Score: Raw -607720.163882 + Penalty 2770.096566 = -604950.067316
  nChanged 15
		SP:Iteration 28Q (30064.590000 sec): 3 clusters
  Score: Raw -607725.866048 + Penalty 2770.096566 = -604955.769481
  nChanged 24
		SP:Iteration 29Q (30064.820000 sec): 3 clusters
  Score: Raw -607732.918476 + Penalty 2770.096566 = -604962.821909
  nChanged 24
		SP:Iteration 30Q (30064.990000 sec): 3 clusters
  Score: Raw -607739.385065 + Penalty 2770.096566 = -604969.288499
  nChanged 25
		SP:Iteration 31Q (30065.250000 sec): 3 clusters
  Score: Raw -607744.995944 + Penalty 2770.096566 = -604974.899377
  nChanged 10
		SP:Iteration 32Q (30065.460000 sec): 3 clusters
  Score: Raw -607747.235992 + Penalty 2770.096566 = -604977.139426
  nChanged 11
		SP:Iteration 33Q (30065.660000 sec): 3 clusters
  Score: Raw -607749.810683 + Penalty 2770.096566 = -604979.714116
  nChanged 12
		SP:Iteration 34Q (30065.880000 sec): 3 clusters
  Score: Raw -607752.584749 + Penalty 2770.096566 = -604982.488183
  nChanged 15
		SP:Iteration 35Q (30066.070000 sec): 3 clusters
  Score: Raw -607755.930629 + Penalty 2770.096566 = -604985.834063
  nChanged 16
		SP:Iteration 36Q (30066.270000 sec): 3 clusters
  Score: Raw -607760.680327 + Penalty 2770.096566 = -604990.583760
  nChanged 17
		SP:Iteration 37Q (30066.470000 sec): 3 clusters
  Score: Raw -607764.759917 + Penalty 2770.096566 = -604994.663350
  nChanged 11
		SP:Iteration 38Q (30066.690000 sec): 3 clusters
  Score: Raw -607767.329470 + Penalty 2770.096566 = -604997.232903
  nChanged 14
		SP:Iteration 39Q (30066.880000 sec): 3 clusters
  Score: Raw -607770.764019 + Penalty 2770.096566 = -605000.667453
  nChanged 10
		SP:Iteration 40F (30067.150000 sec): 3 clusters
  Score: Raw -607773.010426 + Penalty 2770.096566 = -605002.913860
  nChanged 9
		SP:Iteration 41Q (30067.300000 sec): 3 clusters
  Score: Raw -607774.944380 + Penalty 2770.096566 = -605004.847814
  nChanged 1
		SP:Iteration 42Q (30067.520000 sec): 3 clusters
  Score: Raw -607775.144296 + Penalty 2770.096566 = -605005.047729
  nChanged 1
		SP:Iteration 43Q (30067.700000 sec): 3 clusters
  Score: Raw -607775.253326 + Penalty 2770.096566 = -605005.156760
  nChanged 3
		SP:Iteration 44Q (30067.920000 sec): 3 clusters
  Score: Raw -607775.888852 + Penalty 2770.096566 = -605005.792285
  nChanged 1
		SP:Iteration 45Q (30068.110000 sec): 3 clusters
  Score: Raw -607776.154432 + Penalty 2770.096566 = -605006.057866
  nChanged 0
		SP:Iteration 46F (30068.290000 sec): 3 clusters
  Score: Raw -607776.154432 + Penalty 2770.096566 = -605006.057866
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30068.380000 sec): 2 clusters
  Score: Raw -542972.377431 + Penalty 1368.325075 = -541604.052356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30068.580000 sec): 3 clusters
  Score: Raw -540648.943124 + Penalty 2736.650151 = -537912.292974
  nChanged 1771
		SP:Iteration 1F (30068.780000 sec): 3 clusters
  Score: Raw -541621.039017 + Penalty 2736.650151 = -538884.388866
  nChanged 326
		SP:Iteration 2F (30068.950000 sec): 3 clusters
  Score: Raw -541784.013819 + Penalty 2736.650151 = -539047.363668
  nChanged 210
		SP:Iteration 3Q (30069.220000 sec): 3 clusters
  Score: Raw -541890.364064 + Penalty 2736.650151 = -539153.713913
  nChanged 164
		SP:Iteration 4Q (30069.450000 sec): 3 clusters
  Score: Raw -541968.885336 + Penalty 2736.650151 = -539232.235185
  nChanged 147
		SP:Iteration 5Q (30069.650000 sec): 3 clusters
  Score: Raw -542028.939801 + Penalty 2736.650151 = -539292.289651
  nChanged 111
		SP:Iteration 6Q (30069.880000 sec): 3 clusters
  Score: Raw -542084.589119 + Penalty 2736.650151 = -539347.938968
  nChanged 117
		SP:Iteration 7Q (30070.130000 sec): 3 clusters
  Score: Raw -542135.353723 + Penalty 2736.650151 = -539398.703572
  nChanged 115
		SP:Iteration 8Q (30070.390000 sec): 3 clusters
  Score: Raw -542178.123052 + Penalty 2736.650151 = -539441.472901
  nChanged 91
		SP:Iteration 9Q (30070.570000 sec): 3 clusters
  Score: Raw -542215.526576 + Penalty 2736.650151 = -539478.876425
  nChanged 80
		SP:Iteration 10Q (30070.770000 sec): 3 clusters
  Score: Raw -542252.336032 + Penalty 2736.650151 = -539515.685881
  nChanged 85
		SP:Iteration 11Q (30070.950000 sec): 3 clusters
  Score: Raw -542294.804712 + Penalty 2736.650151 = -539558.154561
  nChanged 89
		SP:Iteration 12Q (30071.140000 sec): 3 clusters
  Score: Raw -542332.809963 + Penalty 2736.650151 = -539596.159812
  nChanged 81
		SP:Iteration 13Q (30071.370000 sec): 3 clusters
  Score: Raw -542374.191023 + Penalty 2736.650151 = -539637.540872
  nChanged 79
		SP:Iteration 14Q (30071.570000 sec): 3 clusters
  Score: Raw -542407.343009 + Penalty 2736.650151 = -539670.692859
  nChanged 74
		SP:Iteration 15Q (30071.770000 sec): 3 clusters
  Score: Raw -542442.835075 + Penalty 2736.650151 = -539706.184924
  nChanged 89
		SP:Iteration 16Q (30071.950000 sec): 3 clusters
  Score: Raw -542480.218621 + Penalty 2736.650151 = -539743.568470
  nChanged 72
		SP:Iteration 17Q (30072.150000 sec): 3 clusters
  Score: Raw -542513.485393 + Penalty 2736.650151 = -539776.835242
  nChanged 71
		SP:Iteration 18Q (30072.350000 sec): 3 clusters
  Score: Raw -542552.296741 + Penalty 2736.650151 = -539815.646591
  nChanged 83
		SP:Iteration 19Q (30072.500000 sec): 3 clusters
  Score: Raw -542587.283701 + Penalty 2736.650151 = -539850.633550
  nChanged 63
		SP:Iteration 20F (30072.650000 sec): 3 clusters
  Score: Raw -542610.239718 + Penalty 2736.650151 = -539873.589567
  nChanged 54
		SP:Iteration 21Q (30072.810000 sec): 3 clusters
  Score: Raw -542630.191936 + Penalty 2736.650151 = -539893.541785
  nChanged 45
		SP:Iteration 22Q (30072.970000 sec): 3 clusters
  Score: Raw -542647.143561 + Penalty 2736.650151 = -539910.493410
  nChanged 39
		SP:Iteration 23Q (30073.120000 sec): 3 clusters
  Score: Raw -542662.360848 + Penalty 2736.650151 = -539925.710697
  nChanged 37
		SP:Iteration 24Q (30073.310000 sec): 3 clusters
  Score: Raw -542676.077537 + Penalty 2736.650151 = -539939.427386
  nChanged 30
		SP:Iteration 25Q (30073.570000 sec): 3 clusters
  Score: Raw -542684.071398 + Penalty 2736.650151 = -539947.421248
  nChanged 23
		SP:Iteration 26Q (30073.710000 sec): 3 clusters
  Score: Raw -542690.374266 + Penalty 2736.650151 = -539953.724115
  nChanged 19
		SP:Iteration 27Q (30073.920000 sec): 3 clusters
  Score: Raw -542694.310547 + Penalty 2736.650151 = -539957.660397
  nChanged 15
		SP:Iteration 28Q (30074.090000 sec): 3 clusters
  Score: Raw -542697.694774 + Penalty 2736.650151 = -539961.044623
  nChanged 13
		SP:Iteration 29Q (30074.310000 sec): 3 clusters
  Score: Raw -542700.615274 + Penalty 2736.650151 = -539963.965123
  nChanged 9
		SP:Iteration 30Q (30074.510000 sec): 3 clusters
  Score: Raw -542702.838635 + Penalty 2736.650151 = -539966.188484
  nChanged 10
		SP:Iteration 31Q (30074.710000 sec): 3 clusters
  Score: Raw -542705.678579 + Penalty 2736.650151 = -539969.028428
  nChanged 11
		SP:Iteration 32Q (30074.920000 sec): 3 clusters
  Score: Raw -542707.854050 + Penalty 2736.650151 = -539971.203900
  nChanged 8
		SP:Iteration 33Q (30075.150000 sec): 3 clusters
  Score: Raw -542709.698840 + Penalty 2736.650151 = -539973.048689
  nChanged 9
		SP:Iteration 34Q (30075.350000 sec): 3 clusters
  Score: Raw -542711.557968 + Penalty 2736.650151 = -539974.907818
  nChanged 6
		SP:Iteration 35Q (30075.550000 sec): 3 clusters
  Score: Raw -542712.659978 + Penalty 2736.650151 = -539976.009828
  nChanged 4
		SP:Iteration 36Q (30075.740000 sec): 3 clusters
  Score: Raw -542714.085945 + Penalty 2736.650151 = -539977.435794
  nChanged 3
		SP:Iteration 37Q (30075.930000 sec): 3 clusters
  Score: Raw -542714.590594 + Penalty 2736.650151 = -539977.940443
  nChanged 3
		SP:Iteration 38Q (30076.170000 sec): 3 clusters
  Score: Raw -542715.168199 + Penalty 2736.650151 = -539978.518049
  nChanged 3
		SP:Iteration 39Q (30076.370000 sec): 3 clusters
  Score: Raw -542715.496577 + Penalty 2736.650151 = -539978.846426
  nChanged 3
		SP:Iteration 40F (30076.580000 sec): 3 clusters
  Score: Raw -542715.840748 + Penalty 2736.650151 = -539979.190597
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30076.700000 sec): 2 clusters
  Score: Raw -67729.759559 + Penalty 1038.958498 = -66690.801062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30076.890000 sec): 3 clusters
  Score: Raw -67654.653770 + Penalty 2077.916995 = -65576.736775
  nChanged 175
		SP:Iteration 1F (30077.080000 sec): 3 clusters
  Score: Raw -67903.008586 + Penalty 2077.916995 = -65825.091591
  nChanged 39
		SP:Iteration 2F (30077.290000 sec): 3 clusters
  Score: Raw -67955.717967 + Penalty 2077.916995 = -65877.800972
  nChanged 23
		SP:Iteration 3Q (30077.490000 sec): 3 clusters
  Score: Raw -67988.997357 + Penalty 2077.916995 = -65911.080362
  nChanged 22
		SP:Iteration 4Q (30077.670000 sec): 3 clusters
  Score: Raw -68028.896929 + Penalty 2077.916995 = -65950.979934
  nChanged 17
		SP:Iteration 5Q (30077.880000 sec): 3 clusters
  Score: Raw -68060.173956 + Penalty 2077.916995 = -65982.256961
  nChanged 15
		SP:Iteration 6Q (30078.130000 sec): 3 clusters
  Score: Raw -68092.142223 + Penalty 2077.916995 = -66014.225228
  nChanged 12
		SP:Iteration 7Q (30078.310000 sec): 3 clusters
  Score: Raw -68117.650754 + Penalty 2077.916995 = -66039.733759
  nChanged 11
		SP:Iteration 8Q (30078.490000 sec): 3 clusters
  Score: Raw -68130.517021 + Penalty 2077.916995 = -66052.600026
  nChanged 9
		SP:Iteration 9Q (30078.760000 sec): 3 clusters
  Score: Raw -68140.304252 + Penalty 2077.916995 = -66062.387257
  nChanged 5
		SP:Iteration 10Q (30078.920000 sec): 3 clusters
  Score: Raw -68145.817785 + Penalty 2077.916995 = -66067.900790
  nChanged 4
		SP:Iteration 11Q (30079.100000 sec): 3 clusters
  Score: Raw -68151.176292 + Penalty 2077.916995 = -66073.259297
  nChanged 5
		SP:Iteration 12Q (30079.280000 sec): 3 clusters
  Score: Raw -68155.523276 + Penalty 2077.916995 = -66077.606281
  nChanged 8
		SP:Iteration 13Q (30079.480000 sec): 3 clusters
  Score: Raw -68176.430953 + Penalty 2077.916995 = -66098.513958
  nChanged 5
		SP:Iteration 14Q (30079.650000 sec): 3 clusters
  Score: Raw -68191.350003 + Penalty 2077.916995 = -66113.433008
  nChanged 7
		SP:Iteration 15Q (30079.890000 sec): 3 clusters
  Score: Raw -68198.657077 + Penalty 2077.916995 = -66120.740082
  nChanged 1
		SP:Iteration 16Q (30080.070000 sec): 3 clusters
  Score: Raw -68200.161352 + Penalty 2077.916995 = -66122.244357
  nChanged 1
		SP:Iteration 17Q (30080.250000 sec): 3 clusters
  Score: Raw -68211.430510 + Penalty 2077.916995 = -66133.513515
  nChanged 2
		SP:Iteration 18Q (30080.410000 sec): 3 clusters
  Score: Raw -68225.408773 + Penalty 2077.916995 = -66147.491778
  nChanged 2
		SP:Iteration 19Q (30080.600000 sec): 3 clusters
  Score: Raw -68231.082238 + Penalty 2077.916995 = -66153.165243
  nChanged 2
		SP:Iteration 20F (30080.770000 sec): 3 clusters
  Score: Raw -68233.107092 + Penalty 2077.916995 = -66155.190096
  nChanged 2
		SP:Iteration 21Q (30080.920000 sec): 3 clusters
  Score: Raw -68246.124253 + Penalty 2077.916995 = -66168.207258
  nChanged 4
		SP:Iteration 22Q (30081.110000 sec): 3 clusters
  Score: Raw -68257.271676 + Penalty 2077.916995 = -66179.354681
  nChanged 4
		SP:Iteration 23Q (30081.280000 sec): 3 clusters
  Score: Raw -68274.069962 + Penalty 2077.916995 = -66196.152967
  nChanged 5
		SP:Iteration 24Q (30081.460000 sec): 3 clusters
  Score: Raw -68288.404840 + Penalty 2077.916995 = -66210.487845
  nChanged 3
		SP:Iteration 25Q (30081.710000 sec): 3 clusters
  Score: Raw -68297.399782 + Penalty 2077.916995 = -66219.482787
  nChanged 4
		SP:Iteration 26Q (30081.880000 sec): 3 clusters
  Score: Raw -68305.307655 + Penalty 2077.916995 = -66227.390660
  nChanged 1
		SP:Iteration 27Q (30082.100000 sec): 3 clusters
  Score: Raw -68307.826046 + Penalty 2077.916995 = -66229.909051
  nChanged 3
		SP:Iteration 28Q (30082.260000 sec): 3 clusters
  Score: Raw -68311.988832 + Penalty 2077.916995 = -66234.071837
  nChanged 3
		SP:Iteration 29Q (30082.400000 sec): 3 clusters
  Score: Raw -68317.488486 + Penalty 2077.916995 = -66239.571491
  nChanged 1
		SP:Iteration 30Q (30082.610000 sec): 3 clusters
  Score: Raw -68318.466063 + Penalty 2077.916995 = -66240.549068
  nChanged 0
		SP:Iteration 31F (30082.780000 sec): 3 clusters
  Score: Raw -68318.466063 + Penalty 2077.916995 = -66240.549068
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30082.900000 sec): 2 clusters
  Score: Raw -39506.134091 + Penalty 979.203221 = -38526.930870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30083.070000 sec): 3 clusters
  Score: Raw -39574.837072 + Penalty 1958.406441 = -37616.430630
  nChanged 102
		SP:Iteration 1F (30083.280000 sec): 3 clusters
  Score: Raw -39768.577368 + Penalty 1958.406441 = -37810.170926
  nChanged 33
		SP:Iteration 2F (30083.440000 sec): 3 clusters
  Score: Raw -39835.162741 + Penalty 1958.406441 = -37876.756299
  nChanged 25
		SP:Iteration 3F (30083.590000 sec): 3 clusters
  Score: Raw -39929.865694 + Penalty 1958.406441 = -37971.459252
  nChanged 17
		SP:Iteration 4Q (30083.750000 sec): 3 clusters
  Score: Raw -39959.057787 + Penalty 1958.406441 = -38000.651345
  nChanged 5
		SP:Iteration 5Q (30083.940000 sec): 3 clusters
  Score: Raw -39967.617399 + Penalty 1958.406441 = -38009.210957
  nChanged 1
		SP:Iteration 6Q (30084.120000 sec): 3 clusters
  Score: Raw -39968.160110 + Penalty 1958.406441 = -38009.753668
  nChanged 2
		SP:Iteration 7Q (30084.300000 sec): 3 clusters
  Score: Raw -39970.811443 + Penalty 1958.406441 = -38012.405001
  nChanged 4
		SP:Iteration 8Q (30084.490000 sec): 3 clusters
  Score: Raw -39978.500166 + Penalty 1958.406441 = -38020.093724
  nChanged 3
		SP:Iteration 9Q (30084.670000 sec): 3 clusters
  Score: Raw -39983.048236 + Penalty 1958.406441 = -38024.641795
  nChanged 2
		SP:Iteration 10Q (30084.840000 sec): 3 clusters
  Score: Raw -39985.329884 + Penalty 1958.406441 = -38026.923442
  nChanged 2
		SP:Iteration 11Q (30084.990000 sec): 3 clusters
  Score: Raw -39988.809033 + Penalty 1958.406441 = -38030.402591
  nChanged 1
		SP:Iteration 12Q (30085.170000 sec): 3 clusters
  Score: Raw -39989.564632 + Penalty 1958.406441 = -38031.158191
  nChanged 2
		SP:Iteration 13Q (30085.360000 sec): 3 clusters
  Score: Raw -39991.805055 + Penalty 1958.406441 = -38033.398614
  nChanged 1
		SP:Iteration 14Q (30085.500000 sec): 3 clusters
  Score: Raw -39993.322383 + Penalty 1958.406441 = -38034.915941
  nChanged 1
		SP:Iteration 15Q (30085.700000 sec): 3 clusters
  Score: Raw -39998.652999 + Penalty 1958.406441 = -38040.246558
  nChanged 1
		SP:Iteration 16Q (30085.900000 sec): 3 clusters
  Score: Raw -39999.320826 + Penalty 1958.406441 = -38040.914385
  nChanged 2
		SP:Iteration 17Q (30086.130000 sec): 3 clusters
  Score: Raw -40004.447341 + Penalty 1958.406441 = -38046.040900
  nChanged 1
		SP:Iteration 18Q (30086.290000 sec): 3 clusters
  Score: Raw -40005.284625 + Penalty 1958.406441 = -38046.878183
  nChanged 0
		SP:Iteration 19F (30086.460000 sec): 3 clusters
  Score: Raw -40005.284625 + Penalty 1958.406441 = -38046.878183
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30086.780000 sec): 2 clusters
  Score: Raw -5100474.029895 + Penalty 1726.649922 = -5098747.379973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30087.150000 sec): 3 clusters
  Score: Raw -5074625.445345 + Penalty 3453.299844 = -5071172.145501
  nChanged 19260
		SP:Iteration 1F (30087.500000 sec): 3 clusters
  Score: Raw -5085586.916450 + Penalty 3453.299844 = -5082133.616606
  nChanged 1679
		SP:Iteration 2Q (30087.860000 sec): 3 clusters
  Score: Raw -5086134.777283 + Penalty 3453.299844 = -5082681.477439
  nChanged 1654
		SP:Iteration 3Q (30088.320000 sec): 3 clusters
  Score: Raw -5086694.190151 + Penalty 3453.299844 = -5083240.890307
  nChanged 1679
		SP:Iteration 4Q (30088.690000 sec): 3 clusters
  Score: Raw -5087333.217890 + Penalty 3453.299844 = -5083879.918047
  nChanged 1841
		SP:Iteration 5Q (30089.110000 sec): 3 clusters
  Score: Raw -5088109.903966 + Penalty 3453.299844 = -5084656.604122
  nChanged 1985
		SP:Iteration 6Q (30089.570000 sec): 3 clusters
  Score: Raw -5089049.360038 + Penalty 3453.299844 = -5085596.060195
  nChanged 2133
		SP:Iteration 7F (30090.000000 sec): 3 clusters
  Score: Raw -5090222.461086 + Penalty 3453.299844 = -5086769.161242
  nChanged 2284
		SP:Iteration 8F (30090.380000 sec): 3 clusters
  Score: Raw -5091632.033155 + Penalty 3453.299844 = -5088178.733311
  nChanged 2316
		SP:Iteration 9F (30090.770000 sec): 3 clusters
  Score: Raw -5093311.750321 + Penalty 3453.299844 = -5089858.450477
  nChanged 2175
		SP:Iteration 10F (30091.130000 sec): 3 clusters
  Score: Raw -5095026.814859 + Penalty 3453.299844 = -5091573.515015
  nChanged 1821
		SP:Iteration 11Q (30091.520000 sec): 3 clusters
  Score: Raw -5096493.657652 + Penalty 3453.299844 = -5093040.357809
  nChanged 1420
		SP:Iteration 12Q (30091.920000 sec): 3 clusters
  Score: Raw -5097519.668458 + Penalty 3453.299844 = -5094066.368614
  nChanged 1073
		SP:Iteration 13Q (30092.310000 sec): 3 clusters
  Score: Raw -5098212.128806 + Penalty 3453.299844 = -5094758.828962
  nChanged 834
		SP:Iteration 14Q (30092.650000 sec): 3 clusters
  Score: Raw -5098710.384487 + Penalty 3453.299844 = -5095257.084643
  nChanged 673
		SP:Iteration 15Q (30093.000000 sec): 3 clusters
  Score: Raw -5099067.435137 + Penalty 3453.299844 = -5095614.135293
  nChanged 553
		SP:Iteration 16Q (30093.390000 sec): 3 clusters
  Score: Raw -5099338.493774 + Penalty 3453.299844 = -5095885.193931
  nChanged 454
		SP:Iteration 17Q (30093.760000 sec): 3 clusters
  Score: Raw -5099535.639018 + Penalty 3453.299844 = -5096082.339174
  nChanged 380
		SP:Iteration 18Q (30094.100000 sec): 3 clusters
  Score: Raw -5099684.353934 + Penalty 3453.299844 = -5096231.054091
  nChanged 337
		SP:Iteration 19Q (30094.450000 sec): 3 clusters
  Score: Raw -5099806.089943 + Penalty 3453.299844 = -5096352.790100
  nChanged 297
		SP:Iteration 20F (30094.800000 sec): 3 clusters
  Score: Raw -5099899.052860 + Penalty 3453.299844 = -5096445.753016
  nChanged 246
		SP:Iteration 21Q (30095.200000 sec): 3 clusters
  Score: Raw -5099971.714436 + Penalty 3453.299844 = -5096518.414592
  nChanged 245
		SP:Iteration 22Q (30095.540000 sec): 3 clusters
  Score: Raw -5100048.158998 + Penalty 3453.299844 = -5096594.859154
  nChanged 218
		SP:Iteration 23Q (30095.890000 sec): 3 clusters
  Score: Raw -5100117.684018 + Penalty 3453.299844 = -5096664.384174
  nChanged 214
		SP:Iteration 24Q (30096.270000 sec): 3 clusters
  Score: Raw -5100184.222466 + Penalty 3453.299844 = -5096730.922622
  nChanged 198
		SP:Iteration 25Q (30096.630000 sec): 3 clusters
  Score: Raw -5100247.067316 + Penalty 3453.299844 = -5096793.767473
  nChanged 190
		SP:Iteration 26Q (30097.080000 sec): 3 clusters
  Score: Raw -5100314.828197 + Penalty 3453.299844 = -5096861.528353
  nChanged 182
		SP:Iteration 27Q (30097.420000 sec): 3 clusters
  Score: Raw -5100381.484180 + Penalty 3453.299844 = -5096928.184336
  nChanged 181
		SP:Iteration 28Q (30097.840000 sec): 3 clusters
  Score: Raw -5100450.861433 + Penalty 3453.299844 = -5096997.561590
  nChanged 175
		SP:Iteration 29Q (30098.210000 sec): 3 clusters
  Score: Raw -5100515.342558 + Penalty 3453.299844 = -5097062.042714
  nChanged 143
		SP:Iteration 30Q (30098.600000 sec): 3 clusters
  Score: Raw -5100563.930062 + Penalty 3453.299844 = -5097110.630218
  nChanged 116
		SP:Iteration 31Q (30098.980000 sec): 3 clusters
  Score: Raw -5100602.101756 + Penalty 3453.299844 = -5097148.801912
  nChanged 99
		SP:Iteration 32Q (30099.320000 sec): 3 clusters
  Score: Raw -5100636.246718 + Penalty 3453.299844 = -5097182.946874
  nChanged 91
		SP:Iteration 33Q (30099.660000 sec): 3 clusters
  Score: Raw -5100662.736610 + Penalty 3453.299844 = -5097209.436766
  nChanged 73
		SP:Iteration 34Q (30100.010000 sec): 3 clusters
  Score: Raw -5100683.092028 + Penalty 3453.299844 = -5097229.792184
  nChanged 59
		SP:Iteration 35Q (30100.390000 sec): 3 clusters
  Score: Raw -5100699.591783 + Penalty 3453.299844 = -5097246.291940
  nChanged 48
		SP:Iteration 36Q (30100.720000 sec): 3 clusters
  Score: Raw -5100711.396452 + Penalty 3453.299844 = -5097258.096608
  nChanged 54
		SP:Iteration 37Q (30101.080000 sec): 3 clusters
  Score: Raw -5100726.506432 + Penalty 3453.299844 = -5097273.206588
  nChanged 50
		SP:Iteration 38Q (30101.450000 sec): 3 clusters
  Score: Raw -5100740.680141 + Penalty 3453.299844 = -5097287.380297
  nChanged 42
		SP:Iteration 39Q (30101.840000 sec): 3 clusters
  Score: Raw -5100753.847691 + Penalty 3453.299844 = -5097300.547847
  nChanged 37
		SP:Iteration 40F (30102.210000 sec): 3 clusters
  Score: Raw -5100763.884998 + Penalty 3453.299844 = -5097310.585154
  nChanged 33
		SP:Iteration 41Q (30102.610000 sec): 3 clusters
  Score: Raw -5100773.321280 + Penalty 3453.299844 = -5097320.021436
  nChanged 28
		SP:Iteration 42Q (30102.960000 sec): 3 clusters
  Score: Raw -5100780.073692 + Penalty 3453.299844 = -5097326.773848
  nChanged 23
		SP:Iteration 43Q (30103.320000 sec): 3 clusters
  Score: Raw -5100785.906094 + Penalty 3453.299844 = -5097332.606250
  nChanged 21
		SP:Iteration 44Q (30103.770000 sec): 3 clusters
  Score: Raw -5100791.472419 + Penalty 3453.299844 = -5097338.172576
  nChanged 17
		SP:Iteration 45Q (30104.230000 sec): 3 clusters
  Score: Raw -5100794.672919 + Penalty 3453.299844 = -5097341.373076
  nChanged 11
		SP:Iteration 46Q (30104.570000 sec): 3 clusters
  Score: Raw -5100797.391557 + Penalty 3453.299844 = -5097344.091714
  nChanged 12
		SP:Iteration 47Q (30104.970000 sec): 3 clusters
  Score: Raw -5100800.188181 + Penalty 3453.299844 = -5097346.888337
  nChanged 13
		SP:Iteration 48Q (30105.330000 sec): 3 clusters
  Score: Raw -5100802.466324 + Penalty 3453.299844 = -5097349.166480
  nChanged 13
		SP:Iteration 49Q (30105.710000 sec): 3 clusters
  Score: Raw -5100806.021403 + Penalty 3453.299844 = -5097352.721559
  nChanged 17
		SP:Iteration 50Q (30106.090000 sec): 3 clusters
  Score: Raw -5100810.934013 + Penalty 3453.299844 = -5097357.634170
  nChanged 18
		SP:Iteration 51Q (30106.430000 sec): 3 clusters
  Score: Raw -5100816.253619 + Penalty 3453.299844 = -5097362.953775
  nChanged 17
		SP:Iteration 52Q (30106.770000 sec): 3 clusters
  Score: Raw -5100820.844583 + Penalty 3453.299844 = -5097367.544739
  nChanged 14
		SP:Iteration 53Q (30107.100000 sec): 3 clusters
  Score: Raw -5100824.189381 + Penalty 3453.299844 = -5097370.889537
  nChanged 7
		SP:Iteration 54Q (30107.480000 sec): 3 clusters
  Score: Raw -5100825.488826 + Penalty 3453.299844 = -5097372.188983
  nChanged 7
		SP:Iteration 55Q (30107.840000 sec): 3 clusters
  Score: Raw -5100827.554549 + Penalty 3453.299844 = -5097374.254705
  nChanged 8
		SP:Iteration 56Q (30108.230000 sec): 3 clusters
  Score: Raw -5100829.705879 + Penalty 3453.299844 = -5097376.406035
  nChanged 6
		SP:Iteration 57Q (30108.630000 sec): 3 clusters
  Score: Raw -5100831.367793 + Penalty 3453.299844 = -5097378.067949
  nChanged 6
		SP:Iteration 58Q (30108.920000 sec): 3 clusters
  Score: Raw -5100833.412955 + Penalty 3453.299844 = -5097380.113111
  nChanged 9
		SP:Iteration 59Q (30109.320000 sec): 3 clusters
  Score: Raw -5100835.896066 + Penalty 3453.299844 = -5097382.596222
  nChanged 12
		SP:Iteration 60F (30109.690000 sec): 3 clusters
  Score: Raw -5100839.969191 + Penalty 3453.299844 = -5097386.669347
  nChanged 11
		SP:Iteration 61Q (30110.080000 sec): 3 clusters
  Score: Raw -5100842.669819 + Penalty 3453.299844 = -5097389.369975
  nChanged 9
		SP:Iteration 62Q (30110.470000 sec): 3 clusters
  Score: Raw -5100845.041336 + Penalty 3453.299844 = -5097391.741492
  nChanged 8
		SP:Iteration 63Q (30110.750000 sec): 3 clusters
  Score: Raw -5100847.012826 + Penalty 3453.299844 = -5097393.712982
  nChanged 4
		SP:Iteration 64Q (30111.170000 sec): 3 clusters
  Score: Raw -5100848.166607 + Penalty 3453.299844 = -5097394.866764
  nChanged 5
		SP:Iteration 65Q (30111.480000 sec): 3 clusters
  Score: Raw -5100849.433900 + Penalty 3453.299844 = -5097396.134056
  nChanged 6
		SP:Iteration 66Q (30111.970000 sec): 3 clusters
  Score: Raw -5100850.745790 + Penalty 3453.299844 = -5097397.445947
  nChanged 6
		SP:Iteration 67Q (30112.360000 sec): 3 clusters
  Score: Raw -5100852.822984 + Penalty 3453.299844 = -5097399.523141
  nChanged 5
		SP:Iteration 68Q (30112.720000 sec): 3 clusters
  Score: Raw -5100854.390638 + Penalty 3453.299844 = -5097401.090794
  nChanged 4
		SP:Iteration 69Q (30113.110000 sec): 3 clusters
  Score: Raw -5100855.643801 + Penalty 3453.299844 = -5097402.343957
  nChanged 5
		SP:Iteration 70Q (30113.440000 sec): 3 clusters
  Score: Raw -5100857.169324 + Penalty 3453.299844 = -5097403.869480
  nChanged 5
		SP:Iteration 71Q (30113.830000 sec): 3 clusters
  Score: Raw -5100858.523371 + Penalty 3453.299844 = -5097405.223528
  nChanged 3
		SP:Iteration 72Q (30114.220000 sec): 3 clusters
  Score: Raw -5100860.030159 + Penalty 3453.299844 = -5097406.730316
  nChanged 6
		SP:Iteration 73Q (30114.640000 sec): 3 clusters
  Score: Raw -5100862.191441 + Penalty 3453.299844 = -5097408.891597
  nChanged 8
		SP:Iteration 74Q (30115.020000 sec): 3 clusters
  Score: Raw -5100864.092980 + Penalty 3453.299844 = -5097410.793136
  nChanged 13
		SP:Iteration 75Q (30115.380000 sec): 3 clusters
  Score: Raw -5100868.665283 + Penalty 3453.299844 = -5097415.365439
  nChanged 14
		SP:Iteration 76Q (30115.740000 sec): 3 clusters
  Score: Raw -5100872.886703 + Penalty 3453.299844 = -5097419.586859
  nChanged 14
		SP:Iteration 77Q (30116.160000 sec): 3 clusters
  Score: Raw -5100877.002913 + Penalty 3453.299844 = -5097423.703070
  nChanged 12
		SP:Iteration 78Q (30116.500000 sec): 3 clusters
  Score: Raw -5100882.021242 + Penalty 3453.299844 = -5097428.721399
  nChanged 15
		SP:Iteration 79Q (30116.880000 sec): 3 clusters
  Score: Raw -5100887.799325 + Penalty 3453.299844 = -5097434.499481
  nChanged 23
		SP:Iteration 80F (30117.290000 sec): 3 clusters
  Score: Raw -5100897.714649 + Penalty 3453.299844 = -5097444.414805
  nChanged 24
		SP:Iteration 81Q (30117.620000 sec): 3 clusters
  Score: Raw -5100904.935060 + Penalty 3453.299844 = -5097451.635216
  nChanged 7
		SP:Iteration 82Q (30117.960000 sec): 3 clusters
  Score: Raw -5100906.834492 + Penalty 3453.299844 = -5097453.534648
  nChanged 6
		SP:Iteration 83Q (30118.360000 sec): 3 clusters
  Score: Raw -5100908.931480 + Penalty 3453.299844 = -5097455.631637
  nChanged 6
		SP:Iteration 84Q (30118.820000 sec): 3 clusters
  Score: Raw -5100911.605175 + Penalty 3453.299844 = -5097458.305331
  nChanged 9
		SP:Iteration 85Q (30119.160000 sec): 3 clusters
  Score: Raw -5100914.186212 + Penalty 3453.299844 = -5097460.886368
  nChanged 11
		SP:Iteration 86Q (30119.510000 sec): 3 clusters
  Score: Raw -5100916.766277 + Penalty 3453.299844 = -5097463.466433
  nChanged 11
		SP:Iteration 87Q (30119.900000 sec): 3 clusters
  Score: Raw -5100921.111644 + Penalty 3453.299844 = -5097467.811800
  nChanged 8
		SP:Iteration 88Q (30120.240000 sec): 3 clusters
  Score: Raw -5100923.775764 + Penalty 3453.299844 = -5097470.475920
  nChanged 5
		SP:Iteration 89Q (30120.640000 sec): 3 clusters
  Score: Raw -5100925.514715 + Penalty 3453.299844 = -5097472.214872
  nChanged 5
		SP:Iteration 90Q (30120.970000 sec): 3 clusters
  Score: Raw -5100927.505573 + Penalty 3453.299844 = -5097474.205729
  nChanged 6
		SP:Iteration 91Q (30121.330000 sec): 3 clusters
  Score: Raw -5100928.989016 + Penalty 3453.299844 = -5097475.689173
  nChanged 4
		SP:Iteration 92Q (30121.690000 sec): 3 clusters
  Score: Raw -5100930.239414 + Penalty 3453.299844 = -5097476.939571
  nChanged 5
		SP:Iteration 93Q (30122.090000 sec): 3 clusters
  Score: Raw -5100931.383768 + Penalty 3453.299844 = -5097478.083924
  nChanged 2
		SP:Iteration 94Q (30122.460000 sec): 3 clusters
  Score: Raw -5100931.838126 + Penalty 3453.299844 = -5097478.538282
  nChanged 2
		SP:Iteration 95Q (30122.850000 sec): 3 clusters
  Score: Raw -5100932.300467 + Penalty 3453.299844 = -5097479.000623
  nChanged 1
		SP:Iteration 96Q (30123.190000 sec): 3 clusters
  Score: Raw -5100932.606140 + Penalty 3453.299844 = -5097479.306296
  nChanged 1
		SP:Iteration 97Q (30123.500000 sec): 3 clusters
  Score: Raw -5100932.837510 + Penalty 3453.299844 = -5097479.537667
  nChanged 1
		SP:Iteration 98Q (30123.850000 sec): 3 clusters
  Score: Raw -5100932.971395 + Penalty 3453.299844 = -5097479.671551
  nChanged 1
		SP:Iteration 99Q (30124.270000 sec): 3 clusters
  Score: Raw -5100933.234260 + Penalty 3453.299844 = -5097479.934417
  nChanged 1
		SP:Iteration 100F (30124.630000 sec): 3 clusters
  Score: Raw -5100933.487365 + Penalty 3453.299844 = -5097480.187521
  nChanged 2
		SP:Iteration 101Q (30125.040000 sec): 3 clusters
  Score: Raw -5100934.235945 + Penalty 3453.299844 = -5097480.936102
  nChanged 1
		SP:Iteration 102Q (30125.440000 sec): 3 clusters
  Score: Raw -5100934.384060 + Penalty 3453.299844 = -5097481.084216
  nChanged 3
		SP:Iteration 103Q (30125.750000 sec): 3 clusters
  Score: Raw -5100934.928734 + Penalty 3453.299844 = -5097481.628891
  nChanged 1
		SP:Iteration 104Q (30126.100000 sec): 3 clusters
  Score: Raw -5100935.282217 + Penalty 3453.299844 = -5097481.982373
  nChanged 2
		SP:Iteration 105Q (30126.470000 sec): 3 clusters
  Score: Raw -5100935.926971 + Penalty 3453.299844 = -5097482.627127
  nChanged 1
		SP:Iteration 106Q (30126.820000 sec): 3 clusters
  Score: Raw -5100936.314235 + Penalty 3453.299844 = -5097483.014391
  nChanged 2
		SP:Iteration 107Q (30127.150000 sec): 3 clusters
  Score: Raw -5100936.698758 + Penalty 3453.299844 = -5097483.398915
  nChanged 4
		SP:Iteration 108Q (30127.510000 sec): 3 clusters
  Score: Raw -5100937.972419 + Penalty 3453.299844 = -5097484.672575
  nChanged 4
		SP:Iteration 109Q (30127.910000 sec): 3 clusters
  Score: Raw -5100939.462560 + Penalty 3453.299844 = -5097486.162716
  nChanged 2
		SP:Iteration 110Q (30128.190000 sec): 3 clusters
  Score: Raw -5100939.790784 + Penalty 3453.299844 = -5097486.490940
  nChanged 1
		SP:Iteration 111Q (30128.550000 sec): 3 clusters
  Score: Raw -5100940.278895 + Penalty 3453.299844 = -5097486.979051
  nChanged 1
		SP:Iteration 112Q (30128.880000 sec): 3 clusters
  Score: Raw -5100940.677813 + Penalty 3453.299844 = -5097487.377969
  nChanged 1
		SP:Iteration 113Q (30129.260000 sec): 3 clusters
  Score: Raw -5100940.815710 + Penalty 3453.299844 = -5097487.515866
  nChanged 1
		SP:Iteration 114Q (30129.590000 sec): 3 clusters
  Score: Raw -5100941.229478 + Penalty 3453.299844 = -5097487.929635
  nChanged 1
		SP:Iteration 115Q (30129.990000 sec): 3 clusters
  Score: Raw -5100941.458391 + Penalty 3453.299844 = -5097488.158547
  nChanged 0
		SP:Iteration 116F (30130.380000 sec): 3 clusters
  Score: Raw -5100941.458391 + Penalty 3453.299844 = -5097488.158547
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30130.540000 sec): 2 clusters
  Score: Raw -186540.286263 + Penalty 1212.423146 = -185327.863117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30130.730000 sec): 3 clusters
  Score: Raw -185870.849449 + Penalty 2424.846292 = -183446.003157
  nChanged 598
		SP:Iteration 1F (30130.900000 sec): 3 clusters
  Score: Raw -186391.413073 + Penalty 2424.846292 = -183966.566781
  nChanged 181
		SP:Iteration 2F (30131.100000 sec): 3 clusters
  Score: Raw -186593.551887 + Penalty 2424.846292 = -184168.705595
  nChanged 121
		SP:Iteration 3F (30131.280000 sec): 3 clusters
  Score: Raw -186745.749733 + Penalty 2424.846292 = -184320.903441
  nChanged 102
		SP:Iteration 4F (30131.470000 sec): 3 clusters
  Score: Raw -186913.198362 + Penalty 2424.846292 = -184488.352070
  nChanged 106
		SP:Iteration 5F (30131.630000 sec): 3 clusters
  Score: Raw -187083.044513 + Penalty 2424.846292 = -184658.198221
  nChanged 91
		SP:Iteration 6F (30131.800000 sec): 3 clusters
  Score: Raw -187193.537355 + Penalty 2424.846292 = -184768.691063
  nChanged 73
		SP:Iteration 7Q (30131.940000 sec): 3 clusters
  Score: Raw -187285.034775 + Penalty 2424.846292 = -184860.188483
  nChanged 51
		SP:Iteration 8Q (30132.080000 sec): 3 clusters
  Score: Raw -187345.454815 + Penalty 2424.846292 = -184920.608522
  nChanged 47
		SP:Iteration 9Q (30132.260000 sec): 3 clusters
  Score: Raw -187392.209671 + Penalty 2424.846292 = -184967.363379
  nChanged 37
		SP:Iteration 10Q (30132.400000 sec): 3 clusters
  Score: Raw -187432.000880 + Penalty 2424.846292 = -185007.154588
  nChanged 21
		SP:Iteration 11Q (30132.570000 sec): 3 clusters
  Score: Raw -187455.331332 + Penalty 2424.846292 = -185030.485040
  nChanged 21
		SP:Iteration 12Q (30132.810000 sec): 3 clusters
  Score: Raw -187472.890888 + Penalty 2424.846292 = -185048.044595
  nChanged 16
		SP:Iteration 13Q (30132.950000 sec): 3 clusters
  Score: Raw -187481.706677 + Penalty 2424.846292 = -185056.860385
  nChanged 9
		SP:Iteration 14Q (30133.200000 sec): 3 clusters
  Score: Raw -187491.181530 + Penalty 2424.846292 = -185066.335238
  nChanged 9
		SP:Iteration 15Q (30133.390000 sec): 3 clusters
  Score: Raw -187497.430196 + Penalty 2424.846292 = -185072.583904
  nChanged 4
		SP:Iteration 16Q (30133.540000 sec): 3 clusters
  Score: Raw -187498.934438 + Penalty 2424.846292 = -185074.088146
  nChanged 2
		SP:Iteration 17Q (30133.750000 sec): 3 clusters
  Score: Raw -187499.982727 + Penalty 2424.846292 = -185075.136435
  nChanged 3
		SP:Iteration 18Q (30133.950000 sec): 3 clusters
  Score: Raw -187501.135601 + Penalty 2424.846292 = -185076.289309
  nChanged 3
		SP:Iteration 19Q (30134.150000 sec): 3 clusters
  Score: Raw -187502.012488 + Penalty 2424.846292 = -185077.166196
  nChanged 2
		SP:Iteration 20F (30134.340000 sec): 3 clusters
  Score: Raw -187502.419843 + Penalty 2424.846292 = -185077.573551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (33238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30134.620000 sec): 2 clusters
  Score: Raw -3804043.894311 + Penalty 1691.860475 = -3802352.033836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30134.960000 sec): 3 clusters
  Score: Raw -3783364.013078 + Penalty 3383.720951 = -3779980.292128
  nChanged 15581
		SP:Iteration 1F (30135.330000 sec): 3 clusters
  Score: Raw -3792399.620701 + Penalty 3383.720951 = -3789015.899751
  nChanged 1862
		SP:Iteration 2F (30135.650000 sec): 3 clusters
  Score: Raw -3793307.500744 + Penalty 3383.720951 = -3789923.779793
  nChanged 2064
		SP:Iteration 3F (30135.970000 sec): 3 clusters
  Score: Raw -3794439.815215 + Penalty 3383.720951 = -3791056.094264
  nChanged 2150
		SP:Iteration 4F (30136.300000 sec): 3 clusters
  Score: Raw -3795791.059644 + Penalty 3383.720951 = -3792407.338694
  nChanged 2149
		SP:Iteration 5F (30136.590000 sec): 3 clusters
  Score: Raw -3797294.351921 + Penalty 3383.720951 = -3793910.630970
  nChanged 2131
		SP:Iteration 6F (30136.890000 sec): 3 clusters
  Score: Raw -3798960.954856 + Penalty 3383.720951 = -3795577.233906
  nChanged 2014
		SP:Iteration 7F (30137.210000 sec): 3 clusters
  Score: Raw -3800618.477658 + Penalty 3383.720951 = -3797234.756707
  nChanged 1563
		SP:Iteration 8Q (30137.550000 sec): 3 clusters
  Score: Raw -3801965.243834 + Penalty 3383.720951 = -3798581.522884
  nChanged 1151
		SP:Iteration 9Q (30137.870000 sec): 3 clusters
  Score: Raw -3803115.997808 + Penalty 3383.720951 = -3799732.276857
  nChanged 828
		SP:Iteration 10Q (30138.230000 sec): 3 clusters
  Score: Raw -3804072.735871 + Penalty 3383.720951 = -3800689.014921
  nChanged 546
		SP:Iteration 11Q (30138.630000 sec): 3 clusters
  Score: Raw -3804697.954811 + Penalty 3383.720951 = -3801314.233860
  nChanged 369
		SP:Iteration 12Q (30138.980000 sec): 3 clusters
  Score: Raw -3804975.433737 + Penalty 3383.720951 = -3801591.712786
  nChanged 278
		SP:Iteration 13Q (30139.310000 sec): 3 clusters
  Score: Raw -3805135.510761 + Penalty 3383.720951 = -3801751.789810
  nChanged 171
		SP:Iteration 14Q (30139.690000 sec): 3 clusters
  Score: Raw -3805205.242288 + Penalty 3383.720951 = -3801821.521337
  nChanged 124
		SP:Iteration 15Q (30140.010000 sec): 3 clusters
  Score: Raw -3805248.007839 + Penalty 3383.720951 = -3801864.286889
  nChanged 83
		SP:Iteration 16Q (30140.370000 sec): 3 clusters
  Score: Raw -3805275.336308 + Penalty 3383.720951 = -3801891.615357
  nChanged 81
		SP:Iteration 17Q (30140.690000 sec): 3 clusters
  Score: Raw -3805307.430205 + Penalty 3383.720951 = -3801923.709254
  nChanged 69
		SP:Iteration 18Q (30141.070000 sec): 3 clusters
  Score: Raw -3805334.943153 + Penalty 3383.720951 = -3801951.222203
  nChanged 68
		SP:Iteration 19Q (30141.400000 sec): 3 clusters
  Score: Raw -3805361.763404 + Penalty 3383.720951 = -3801978.042454
  nChanged 72
		SP:Iteration 20F (30141.680000 sec): 3 clusters
  Score: Raw -3805386.682830 + Penalty 3383.720951 = -3802002.961879
  nChanged 63
		SP:Iteration 21Q (30142.030000 sec): 3 clusters
  Score: Raw -3805407.435797 + Penalty 3383.720951 = -3802023.714847
  nChanged 52
		SP:Iteration 22Q (30142.370000 sec): 3 clusters
  Score: Raw -3805421.653577 + Penalty 3383.720951 = -3802037.932627
  nChanged 52
		SP:Iteration 23Q (30142.720000 sec): 3 clusters
  Score: Raw -3805435.805336 + Penalty 3383.720951 = -3802052.084385
  nChanged 56
		SP:Iteration 24Q (30143.050000 sec): 3 clusters
  Score: Raw -3805451.707184 + Penalty 3383.720951 = -3802067.986234
  nChanged 59
		SP:Iteration 25Q (30143.420000 sec): 3 clusters
  Score: Raw -3805469.676122 + Penalty 3383.720951 = -3802085.955172
  nChanged 62
		SP:Iteration 26Q (30143.750000 sec): 3 clusters
  Score: Raw -3805488.059157 + Penalty 3383.720951 = -3802104.338206
  nChanged 47
		SP:Iteration 27Q (30144.040000 sec): 3 clusters
  Score: Raw -3805498.688207 + Penalty 3383.720951 = -3802114.967256
  nChanged 38
		SP:Iteration 28Q (30144.410000 sec): 3 clusters
  Score: Raw -3805506.684842 + Penalty 3383.720951 = -3802122.963892
  nChanged 34
		SP:Iteration 29Q (30144.710000 sec): 3 clusters
  Score: Raw -3805514.406322 + Penalty 3383.720951 = -3802130.685371
  nChanged 32
		SP:Iteration 30Q (30145.030000 sec): 3 clusters
  Score: Raw -3805519.797154 + Penalty 3383.720951 = -3802136.076203
  nChanged 23
		SP:Iteration 31Q (30145.340000 sec): 3 clusters
  Score: Raw -3805523.288228 + Penalty 3383.720951 = -3802139.567278
  nChanged 15
		SP:Iteration 32Q (30145.680000 sec): 3 clusters
  Score: Raw -3805525.384659 + Penalty 3383.720951 = -3802141.663708
  nChanged 10
		SP:Iteration 33Q (30146.000000 sec): 3 clusters
  Score: Raw -3805526.846642 + Penalty 3383.720951 = -3802143.125691
  nChanged 7
		SP:Iteration 34Q (30146.290000 sec): 3 clusters
  Score: Raw -3805527.805543 + Penalty 3383.720951 = -3802144.084592
  nChanged 4
		SP:Iteration 35Q (30146.570000 sec): 3 clusters
  Score: Raw -3805528.421695 + Penalty 3383.720951 = -3802144.700745
  nChanged 4
		SP:Iteration 36Q (30146.920000 sec): 3 clusters
  Score: Raw -3805528.900863 + Penalty 3383.720951 = -3802145.179913
  nChanged 2
		SP:Iteration 37Q (30147.260000 sec): 3 clusters
  Score: Raw -3805529.078747 + Penalty 3383.720951 = -3802145.357796
  nChanged 5
		SP:Iteration 38Q (30147.620000 sec): 3 clusters
  Score: Raw -3805530.017176 + Penalty 3383.720951 = -3802146.296225
  nChanged 7
		SP:Iteration 39Q (30147.970000 sec): 3 clusters
  Score: Raw -3805531.290010 + Penalty 3383.720951 = -3802147.569059
  nChanged 6
		SP:Iteration 40F (30148.330000 sec): 3 clusters
  Score: Raw -3805532.703386 + Penalty 3383.720951 = -3802148.982436
  nChanged 9
		SP:Iteration 41Q (30148.640000 sec): 3 clusters
  Score: Raw -3805533.335422 + Penalty 3383.720951 = -3802149.614472
  nChanged 4
		SP:Iteration 42Q (30148.980000 sec): 3 clusters
  Score: Raw -3805533.637332 + Penalty 3383.720951 = -3802149.916382
  nChanged 1
		SP:Iteration 43Q (30149.270000 sec): 3 clusters
  Score: Raw -3805533.870180 + Penalty 3383.720951 = -3802150.149230
  nChanged 2
		SP:Iteration 44Q (30149.550000 sec): 3 clusters
  Score: Raw -3805534.275717 + Penalty 3383.720951 = -3802150.554766
  nChanged 4
		SP:Iteration 45Q (30149.870000 sec): 3 clusters
  Score: Raw -3805534.778769 + Penalty 3383.720951 = -3802151.057818
  nChanged 5
		SP:Iteration 46Q (30150.200000 sec): 3 clusters
  Score: Raw -3805535.301172 + Penalty 3383.720951 = -3802151.580222
  nChanged 7
		SP:Iteration 47Q (30150.550000 sec): 3 clusters
  Score: Raw -3805536.307069 + Penalty 3383.720951 = -3802152.586118
  nChanged 14
		SP:Iteration 48Q (30150.920000 sec): 3 clusters
  Score: Raw -3805538.082252 + Penalty 3383.720951 = -3802154.361302
  nChanged 9
		SP:Iteration 49Q (30151.300000 sec): 3 clusters
  Score: Raw -3805539.211472 + Penalty 3383.720951 = -3802155.490521
  nChanged 16
		SP:Iteration 50Q (30151.700000 sec): 3 clusters
  Score: Raw -3805541.534171 + Penalty 3383.720951 = -3802157.813221
  nChanged 13
		SP:Iteration 51Q (30152.070000 sec): 3 clusters
  Score: Raw -3805543.010894 + Penalty 3383.720951 = -3802159.289943
  nChanged 14
		SP:Iteration 52Q (30152.430000 sec): 3 clusters
  Score: Raw -3805545.654941 + Penalty 3383.720951 = -3802161.933990
  nChanged 16
		SP:Iteration 53Q (30152.780000 sec): 3 clusters
  Score: Raw -3805548.252372 + Penalty 3383.720951 = -3802164.531421
  nChanged 20
		SP:Iteration 54Q (30153.140000 sec): 3 clusters
  Score: Raw -3805551.170693 + Penalty 3383.720951 = -3802167.449743
  nChanged 19
		SP:Iteration 55Q (30153.470000 sec): 3 clusters
  Score: Raw -3805554.173699 + Penalty 3383.720951 = -3802170.452749
  nChanged 14
		SP:Iteration 56Q (30153.850000 sec): 3 clusters
  Score: Raw -3805556.567371 + Penalty 3383.720951 = -3802172.846420
  nChanged 16
		SP:Iteration 57Q (30154.200000 sec): 3 clusters
  Score: Raw -3805558.858979 + Penalty 3383.720951 = -3802175.138029
  nChanged 14
		SP:Iteration 58Q (30154.550000 sec): 3 clusters
  Score: Raw -3805561.240052 + Penalty 3383.720951 = -3802177.519101
  nChanged 9
		SP:Iteration 59Q (30154.860000 sec): 3 clusters
  Score: Raw -3805562.817014 + Penalty 3383.720951 = -3802179.096063
  nChanged 13
		SP:Iteration 60F (30155.240000 sec): 3 clusters
  Score: Raw -3805565.009751 + Penalty 3383.720951 = -3802181.288801
  nChanged 18
		SP:Iteration 61Q (30155.650000 sec): 3 clusters
  Score: Raw -3805567.824958 + Penalty 3383.720951 = -3802184.104007
  nChanged 16
		SP:Iteration 62Q (30156.000000 sec): 3 clusters
  Score: Raw -3805570.107950 + Penalty 3383.720951 = -3802186.387000
  nChanged 14
		SP:Iteration 63Q (30156.350000 sec): 3 clusters
  Score: Raw -3805572.103440 + Penalty 3383.720951 = -3802188.382489
  nChanged 18
		SP:Iteration 64Q (30156.660000 sec): 3 clusters
  Score: Raw -3805574.630532 + Penalty 3383.720951 = -3802190.909581
  nChanged 21
		SP:Iteration 65Q (30157.020000 sec): 3 clusters
  Score: Raw -3805578.443948 + Penalty 3383.720951 = -3802194.722997
  nChanged 24
		SP:Iteration 66Q (30157.370000 sec): 3 clusters
  Score: Raw -3805582.075922 + Penalty 3383.720951 = -3802198.354971
  nChanged 20
		SP:Iteration 67Q (30157.690000 sec): 3 clusters
  Score: Raw -3805585.332267 + Penalty 3383.720951 = -3802201.611317
  nChanged 20
		SP:Iteration 68Q (30158.040000 sec): 3 clusters
  Score: Raw -3805587.846345 + Penalty 3383.720951 = -3802204.125394
  nChanged 12
		SP:Iteration 69Q (30158.330000 sec): 3 clusters
  Score: Raw -3805589.463781 + Penalty 3383.720951 = -3802205.742830
  nChanged 9
		SP:Iteration 70Q (30158.630000 sec): 3 clusters
  Score: Raw -3805590.952495 + Penalty 3383.720951 = -3802207.231544
  nChanged 11
		SP:Iteration 71Q (30158.970000 sec): 3 clusters
  Score: Raw -3805592.516546 + Penalty 3383.720951 = -3802208.795595
  nChanged 14
		SP:Iteration 72Q (30159.260000 sec): 3 clusters
  Score: Raw -3805594.265527 + Penalty 3383.720951 = -3802210.544576
  nChanged 12
		SP:Iteration 73Q (30159.620000 sec): 3 clusters
  Score: Raw -3805595.627512 + Penalty 3383.720951 = -3802211.906562
  nChanged 7
		SP:Iteration 74Q (30159.940000 sec): 3 clusters
  Score: Raw -3805596.502747 + Penalty 3383.720951 = -3802212.781796
  nChanged 6
		SP:Iteration 75Q (30160.320000 sec): 3 clusters
  Score: Raw -3805597.242309 + Penalty 3383.720951 = -3802213.521359
  nChanged 6
		SP:Iteration 76Q (30160.710000 sec): 3 clusters
  Score: Raw -3805597.858671 + Penalty 3383.720951 = -3802214.137721
  nChanged 5
		SP:Iteration 77Q (30161.040000 sec): 3 clusters
  Score: Raw -3805598.280817 + Penalty 3383.720951 = -3802214.559867
  nChanged 8
		SP:Iteration 78Q (30161.350000 sec): 3 clusters
  Score: Raw -3805599.011916 + Penalty 3383.720951 = -3802215.290965
  nChanged 1
		SP:Iteration 79Q (30161.690000 sec): 3 clusters
  Score: Raw -3805599.142210 + Penalty 3383.720951 = -3802215.421259
  nChanged 1
		SP:Iteration 80F (30162.060000 sec): 3 clusters
  Score: Raw -3805599.363259 + Penalty 3383.720951 = -3802215.642309
  nChanged 2
		SP:Iteration 81Q (30162.430000 sec): 3 clusters
  Score: Raw -3805599.492733 + Penalty 3383.720951 = -3802215.771783
  nChanged 0
		SP:Iteration 82F (30162.770000 sec): 3 clusters
  Score: Raw -3805599.492733 + Penalty 3383.720951 = -3802215.771783
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30162.920000 sec): 2 clusters
  Score: Raw -579669.437303 + Penalty 1394.032983 = -578275.404319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30163.130000 sec): 3 clusters
  Score: Raw -576889.807722 + Penalty 2788.065967 = -574101.741755
  nChanged 2212
		SP:Iteration 1F (30163.300000 sec): 3 clusters
  Score: Raw -578285.665801 + Penalty 2788.065967 = -575497.599834
  nChanged 447
		SP:Iteration 2F (30163.460000 sec): 3 clusters
  Score: Raw -578627.373813 + Penalty 2788.065967 = -575839.307847
  nChanged 342
		SP:Iteration 3F (30163.640000 sec): 3 clusters
  Score: Raw -578866.368411 + Penalty 2788.065967 = -576078.302444
  nChanged 305
		SP:Iteration 4F (30163.850000 sec): 3 clusters
  Score: Raw -579044.665669 + Penalty 2788.065967 = -576256.599702
  nChanged 233
		SP:Iteration 5Q (30164.000000 sec): 3 clusters
  Score: Raw -579179.514184 + Penalty 2788.065967 = -576391.448217
  nChanged 210
		SP:Iteration 6Q (30164.200000 sec): 3 clusters
  Score: Raw -579297.789413 + Penalty 2788.065967 = -576509.723446
  nChanged 183
		SP:Iteration 7Q (30164.340000 sec): 3 clusters
  Score: Raw -579389.760854 + Penalty 2788.065967 = -576601.694887
  nChanged 145
		SP:Iteration 8Q (30164.510000 sec): 3 clusters
  Score: Raw -579466.931340 + Penalty 2788.065967 = -576678.865373
  nChanged 134
		SP:Iteration 9Q (30164.670000 sec): 3 clusters
  Score: Raw -579550.313361 + Penalty 2788.065967 = -576762.247394
  nChanged 145
		SP:Iteration 10Q (30164.870000 sec): 3 clusters
  Score: Raw -579621.176931 + Penalty 2788.065967 = -576833.110964
  nChanged 117
		SP:Iteration 11Q (30165.080000 sec): 3 clusters
  Score: Raw -579671.977612 + Penalty 2788.065967 = -576883.911645
  nChanged 112
		SP:Iteration 12Q (30165.280000 sec): 3 clusters
  Score: Raw -579720.806150 + Penalty 2788.065967 = -576932.740183
  nChanged 97
		SP:Iteration 13Q (30165.470000 sec): 3 clusters
  Score: Raw -579766.110572 + Penalty 2788.065967 = -576978.044605
  nChanged 85
		SP:Iteration 14Q (30165.660000 sec): 3 clusters
  Score: Raw -579803.578434 + Penalty 2788.065967 = -577015.512467
  nChanged 72
		SP:Iteration 15Q (30165.880000 sec): 3 clusters
  Score: Raw -579843.347229 + Penalty 2788.065967 = -577055.281262
  nChanged 84
		SP:Iteration 16Q (30166.060000 sec): 3 clusters
  Score: Raw -579890.785754 + Penalty 2788.065967 = -577102.719788
  nChanged 75
		SP:Iteration 17Q (30166.250000 sec): 3 clusters
  Score: Raw -579932.196780 + Penalty 2788.065967 = -577144.130813
  nChanged 79
		SP:Iteration 18Q (30166.440000 sec): 3 clusters
  Score: Raw -579970.095794 + Penalty 2788.065967 = -577182.029828
  nChanged 60
		SP:Iteration 19Q (30166.660000 sec): 3 clusters
  Score: Raw -580007.747451 + Penalty 2788.065967 = -577219.681485
  nChanged 65
		SP:Iteration 20F (30166.880000 sec): 3 clusters
  Score: Raw -580039.606703 + Penalty 2788.065967 = -577251.540736
  nChanged 43
		SP:Iteration 21Q (30167.070000 sec): 3 clusters
  Score: Raw -580052.655131 + Penalty 2788.065967 = -577264.589164
  nChanged 26
		SP:Iteration 22Q (30167.270000 sec): 3 clusters
  Score: Raw -580060.540512 + Penalty 2788.065967 = -577272.474545
  nChanged 24
		SP:Iteration 23Q (30167.450000 sec): 3 clusters
  Score: Raw -580074.240699 + Penalty 2788.065967 = -577286.174732
  nChanged 29
		SP:Iteration 24Q (30167.720000 sec): 3 clusters
  Score: Raw -580089.772691 + Penalty 2788.065967 = -577301.706724
  nChanged 25
		SP:Iteration 25Q (30167.940000 sec): 3 clusters
  Score: Raw -580096.759477 + Penalty 2788.065967 = -577308.693510
  nChanged 22
		SP:Iteration 26Q (30168.170000 sec): 3 clusters
  Score: Raw -580103.202977 + Penalty 2788.065967 = -577315.137010
  nChanged 19
		SP:Iteration 27Q (30168.340000 sec): 3 clusters
  Score: Raw -580109.791659 + Penalty 2788.065967 = -577321.725692
  nChanged 23
		SP:Iteration 28Q (30168.560000 sec): 3 clusters
  Score: Raw -580117.937786 + Penalty 2788.065967 = -577329.871819
  nChanged 20
		SP:Iteration 29Q (30168.800000 sec): 3 clusters
  Score: Raw -580124.653065 + Penalty 2788.065967 = -577336.587098
  nChanged 16
		SP:Iteration 30Q (30169.000000 sec): 3 clusters
  Score: Raw -580128.577988 + Penalty 2788.065967 = -577340.512021
  nChanged 14
		SP:Iteration 31Q (30169.200000 sec): 3 clusters
  Score: Raw -580131.571699 + Penalty 2788.065967 = -577343.505732
  nChanged 15
		SP:Iteration 32Q (30169.370000 sec): 3 clusters
  Score: Raw -580134.999564 + Penalty 2788.065967 = -577346.933597
  nChanged 12
		SP:Iteration 33Q (30169.590000 sec): 3 clusters
  Score: Raw -580137.925563 + Penalty 2788.065967 = -577349.859596
  nChanged 5
		SP:Iteration 34Q (30169.760000 sec): 3 clusters
  Score: Raw -580138.335493 + Penalty 2788.065967 = -577350.269527
  nChanged 2
		SP:Iteration 35Q (30169.960000 sec): 3 clusters
  Score: Raw -580138.520061 + Penalty 2788.065967 = -577350.454094
  nChanged 1
		SP:Iteration 36Q (30170.110000 sec): 3 clusters
  Score: Raw -580138.922666 + Penalty 2788.065967 = -577350.856700
  nChanged 3
		SP:Iteration 37Q (30170.300000 sec): 3 clusters
  Score: Raw -580139.341242 + Penalty 2788.065967 = -577351.275275
  nChanged 5
		SP:Iteration 38Q (30170.500000 sec): 3 clusters
  Score: Raw -580140.208998 + Penalty 2788.065967 = -577352.143031
  nChanged 4
		SP:Iteration 39Q (30170.700000 sec): 3 clusters
  Score: Raw -580140.707977 + Penalty 2788.065967 = -577352.642011
  nChanged 3
		SP:Iteration 40F (30170.910000 sec): 3 clusters
  Score: Raw -580141.361477 + Penalty 2788.065967 = -577353.295510
  nChanged 2
		SP:Iteration 41Q (30171.130000 sec): 3 clusters
  Score: Raw -580141.913415 + Penalty 2788.065967 = -577353.847449
  nChanged 2
		SP:Iteration 42Q (30171.320000 sec): 3 clusters
  Score: Raw -580142.444295 + Penalty 2788.065967 = -577354.378328
  nChanged 2
		SP:Iteration 43Q (30171.600000 sec): 3 clusters
  Score: Raw -580142.837211 + Penalty 2788.065967 = -577354.771244
  nChanged 4
		SP:Iteration 44Q (30171.790000 sec): 3 clusters
  Score: Raw -580143.708703 + Penalty 2788.065967 = -577355.642736
  nChanged 3
		SP:Iteration 45Q (30171.980000 sec): 3 clusters
  Score: Raw -580144.340825 + Penalty 2788.065967 = -577356.274858
  nChanged 3
		SP:Iteration 46Q (30172.170000 sec): 3 clusters
  Score: Raw -580144.892213 + Penalty 2788.065967 = -577356.826246
  nChanged 4
		SP:Iteration 47Q (30172.400000 sec): 3 clusters
  Score: Raw -580145.551749 + Penalty 2788.065967 = -577357.485782
  nChanged 5
		SP:Iteration 48Q (30172.610000 sec): 3 clusters
  Score: Raw -580146.498022 + Penalty 2788.065967 = -577358.432055
  nChanged 1
		SP:Iteration 49Q (30172.840000 sec): 3 clusters
  Score: Raw -580146.551417 + Penalty 2788.065967 = -577358.485450
  nChanged 0
		SP:Iteration 50F (30173.000000 sec): 3 clusters
  Score: Raw -580146.551417 + Penalty 2788.065967 = -577358.485450
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30173.150000 sec): 2 clusters
  Score: Raw -598888.203425 + Penalty 1407.713249 = -597480.490176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30173.340000 sec): 3 clusters
  Score: Raw -595877.971724 + Penalty 2815.426498 = -593062.545225
  nChanged 2414
		SP:Iteration 1F (30173.540000 sec): 3 clusters
  Score: Raw -597439.222146 + Penalty 2815.426498 = -594623.795648
  nChanged 444
		SP:Iteration 2F (30173.780000 sec): 3 clusters
  Score: Raw -597702.694449 + Penalty 2815.426498 = -594887.267951
  nChanged 331
		SP:Iteration 3F (30174.020000 sec): 3 clusters
  Score: Raw -597894.444770 + Penalty 2815.426498 = -595079.018272
  nChanged 262
		SP:Iteration 4Q (30174.250000 sec): 3 clusters
  Score: Raw -598034.019035 + Penalty 2815.426498 = -595218.592537
  nChanged 215
		SP:Iteration 5Q (30174.420000 sec): 3 clusters
  Score: Raw -598139.958573 + Penalty 2815.426498 = -595324.532075
  nChanged 186
		SP:Iteration 6Q (30174.630000 sec): 3 clusters
  Score: Raw -598239.475013 + Penalty 2815.426498 = -595424.048515
  nChanged 181
		SP:Iteration 7Q (30174.820000 sec): 3 clusters
  Score: Raw -598338.690911 + Penalty 2815.426498 = -595523.264412
  nChanged 165
		SP:Iteration 8Q (30175.020000 sec): 3 clusters
  Score: Raw -598424.319707 + Penalty 2815.426498 = -595608.893209
  nChanged 153
		SP:Iteration 9Q (30175.190000 sec): 3 clusters
  Score: Raw -598494.972466 + Penalty 2815.426498 = -595679.545968
  nChanged 146
		SP:Iteration 10Q (30175.400000 sec): 3 clusters
  Score: Raw -598565.053232 + Penalty 2815.426498 = -595749.626734
  nChanged 136
		SP:Iteration 11Q (30175.600000 sec): 3 clusters
  Score: Raw -598634.038325 + Penalty 2815.426498 = -595818.611827
  nChanged 143
		SP:Iteration 12Q (30175.840000 sec): 3 clusters
  Score: Raw -598693.496471 + Penalty 2815.426498 = -595878.069973
  nChanged 119
		SP:Iteration 13Q (30176.070000 sec): 3 clusters
  Score: Raw -598750.716310 + Penalty 2815.426498 = -595935.289812
  nChanged 122
		SP:Iteration 14Q (30176.250000 sec): 3 clusters
  Score: Raw -598805.275030 + Penalty 2815.426498 = -595989.848532
  nChanged 90
		SP:Iteration 15Q (30176.440000 sec): 3 clusters
  Score: Raw -598850.863012 + Penalty 2815.426498 = -596035.436514
  nChanged 100
		SP:Iteration 16Q (30176.720000 sec): 3 clusters
  Score: Raw -598895.819799 + Penalty 2815.426498 = -596080.393301
  nChanged 101
		SP:Iteration 17Q (30176.900000 sec): 3 clusters
  Score: Raw -598936.321043 + Penalty 2815.426498 = -596120.894544
  nChanged 90
		SP:Iteration 18Q (30177.200000 sec): 3 clusters
  Score: Raw -598967.783451 + Penalty 2815.426498 = -596152.356953
  nChanged 67
		SP:Iteration 19Q (30177.370000 sec): 3 clusters
  Score: Raw -598997.062712 + Penalty 2815.426498 = -596181.636214
  nChanged 61
		SP:Iteration 20F (30177.630000 sec): 3 clusters
  Score: Raw -599016.436681 + Penalty 2815.426498 = -596201.010183
  nChanged 55
		SP:Iteration 21Q (30177.820000 sec): 3 clusters
  Score: Raw -599031.704527 + Penalty 2815.426498 = -596216.278028
  nChanged 46
		SP:Iteration 22Q (30178.020000 sec): 3 clusters
  Score: Raw -599045.262762 + Penalty 2815.426498 = -596229.836264
  nChanged 40
		SP:Iteration 23Q (30178.240000 sec): 3 clusters
  Score: Raw -599055.008885 + Penalty 2815.426498 = -596239.582387
  nChanged 27
		SP:Iteration 24Q (30178.400000 sec): 3 clusters
  Score: Raw -599063.510937 + Penalty 2815.426498 = -596248.084439
  nChanged 28
		SP:Iteration 25Q (30178.620000 sec): 3 clusters
  Score: Raw -599070.455904 + Penalty 2815.426498 = -596255.029405
  nChanged 25
		SP:Iteration 26Q (30178.870000 sec): 3 clusters
  Score: Raw -599076.607125 + Penalty 2815.426498 = -596261.180627
  nChanged 18
		SP:Iteration 27Q (30179.140000 sec): 3 clusters
  Score: Raw -599079.596327 + Penalty 2815.426498 = -596264.169829
  nChanged 10
		SP:Iteration 28Q (30179.340000 sec): 3 clusters
  Score: Raw -599081.399714 + Penalty 2815.426498 = -596265.973216
  nChanged 12
		SP:Iteration 29Q (30179.580000 sec): 3 clusters
  Score: Raw -599083.216698 + Penalty 2815.426498 = -596267.790199
  nChanged 9
		SP:Iteration 30Q (30179.790000 sec): 3 clusters
  Score: Raw -599084.682113 + Penalty 2815.426498 = -596269.255614
  nChanged 8
		SP:Iteration 31Q (30180.000000 sec): 3 clusters
  Score: Raw -599085.923616 + Penalty 2815.426498 = -596270.497118
  nChanged 6
		SP:Iteration 32Q (30180.220000 sec): 3 clusters
  Score: Raw -599086.916654 + Penalty 2815.426498 = -596271.490156
  nChanged 4
		SP:Iteration 33Q (30180.460000 sec): 3 clusters
  Score: Raw -599088.070015 + Penalty 2815.426498 = -596272.643517
  nChanged 4
		SP:Iteration 34Q (30180.700000 sec): 3 clusters
  Score: Raw -599088.631373 + Penalty 2815.426498 = -596273.204875
  nChanged 4
		SP:Iteration 35Q (30180.920000 sec): 3 clusters
  Score: Raw -599089.498887 + Penalty 2815.426498 = -596274.072389
  nChanged 4
		SP:Iteration 36Q (30181.110000 sec): 3 clusters
  Score: Raw -599090.701303 + Penalty 2815.426498 = -596275.274804
  nChanged 8
		SP:Iteration 37Q (30181.290000 sec): 3 clusters
  Score: Raw -599092.526916 + Penalty 2815.426498 = -596277.100418
  nChanged 6
		SP:Iteration 38Q (30181.510000 sec): 3 clusters
  Score: Raw -599093.479759 + Penalty 2815.426498 = -596278.053260
  nChanged 7
		SP:Iteration 39Q (30181.740000 sec): 3 clusters
  Score: Raw -599095.077614 + Penalty 2815.426498 = -596279.651116
  nChanged 4
		SP:Iteration 40F (30181.940000 sec): 3 clusters
  Score: Raw -599096.966403 + Penalty 2815.426498 = -596281.539905
  nChanged 8
		SP:Iteration 41Q (30182.140000 sec): 3 clusters
  Score: Raw -599098.335136 + Penalty 2815.426498 = -596282.908637
  nChanged 5
		SP:Iteration 42Q (30182.330000 sec): 3 clusters
  Score: Raw -599099.482744 + Penalty 2815.426498 = -596284.056246
  nChanged 9
		SP:Iteration 43Q (30182.520000 sec): 3 clusters
  Score: Raw -599101.600908 + Penalty 2815.426498 = -596286.174410
  nChanged 9
		SP:Iteration 44Q (30182.740000 sec): 3 clusters
  Score: Raw -599103.870410 + Penalty 2815.426498 = -596288.443912
  nChanged 9
		SP:Iteration 45Q (30183.000000 sec): 3 clusters
  Score: Raw -599105.807854 + Penalty 2815.426498 = -596290.381356
  nChanged 11
		SP:Iteration 46Q (30183.210000 sec): 3 clusters
  Score: Raw -599107.538795 + Penalty 2815.426498 = -596292.112297
  nChanged 5
		SP:Iteration 47Q (30183.400000 sec): 3 clusters
  Score: Raw -599108.771350 + Penalty 2815.426498 = -596293.344852
  nChanged 8
		SP:Iteration 48Q (30183.610000 sec): 3 clusters
  Score: Raw -599109.759453 + Penalty 2815.426498 = -596294.332954
  nChanged 4
		SP:Iteration 49Q (30183.830000 sec): 3 clusters
  Score: Raw -599110.277412 + Penalty 2815.426498 = -596294.850913
  nChanged 1
		SP:Iteration 50Q (30184.000000 sec): 3 clusters
  Score: Raw -599110.359934 + Penalty 2815.426498 = -596294.933436
  nChanged 2
		SP:Iteration 51Q (30184.200000 sec): 3 clusters
  Score: Raw -599110.659992 + Penalty 2815.426498 = -596295.233493
  nChanged 2
		SP:Iteration 52Q (30184.390000 sec): 3 clusters
  Score: Raw -599111.537387 + Penalty 2815.426498 = -596296.110889
  nChanged 5
		SP:Iteration 53Q (30184.590000 sec): 3 clusters
  Score: Raw -599112.520213 + Penalty 2815.426498 = -596297.093715
  nChanged 6
		SP:Iteration 54Q (30184.770000 sec): 3 clusters
  Score: Raw -599113.799109 + Penalty 2815.426498 = -596298.372611
  nChanged 7
		SP:Iteration 55Q (30184.970000 sec): 3 clusters
  Score: Raw -599115.179800 + Penalty 2815.426498 = -596299.753302
  nChanged 5
		SP:Iteration 56Q (30185.170000 sec): 3 clusters
  Score: Raw -599116.885469 + Penalty 2815.426498 = -596301.458970
  nChanged 12
		SP:Iteration 57Q (30185.400000 sec): 3 clusters
  Score: Raw -599119.813324 + Penalty 2815.426498 = -596304.386826
  nChanged 13
		SP:Iteration 58Q (30185.590000 sec): 3 clusters
  Score: Raw -599122.661510 + Penalty 2815.426498 = -596307.235012
  nChanged 11
		SP:Iteration 59Q (30185.790000 sec): 3 clusters
  Score: Raw -599125.266808 + Penalty 2815.426498 = -596309.840309
  nChanged 11
		SP:Iteration 60F (30186.000000 sec): 3 clusters
  Score: Raw -599127.668252 + Penalty 2815.426498 = -596312.241753
  nChanged 18
		SP:Iteration 61Q (30186.210000 sec): 3 clusters
  Score: Raw -599131.011331 + Penalty 2815.426498 = -596315.584833
  nChanged 11
		SP:Iteration 62Q (30186.390000 sec): 3 clusters
  Score: Raw -599133.058802 + Penalty 2815.426498 = -596317.632303
  nChanged 10
		SP:Iteration 63Q (30186.600000 sec): 3 clusters
  Score: Raw -599135.209041 + Penalty 2815.426498 = -596319.782543
  nChanged 10
		SP:Iteration 64Q (30186.780000 sec): 3 clusters
  Score: Raw -599137.550268 + Penalty 2815.426498 = -596322.123770
  nChanged 9
		SP:Iteration 65Q (30186.950000 sec): 3 clusters
  Score: Raw -599139.272834 + Penalty 2815.426498 = -596323.846336
  nChanged 11
		SP:Iteration 66Q (30187.180000 sec): 3 clusters
  Score: Raw -599143.433657 + Penalty 2815.426498 = -596328.007159
  nChanged 18
		SP:Iteration 67Q (30187.370000 sec): 3 clusters
  Score: Raw -599148.162906 + Penalty 2815.426498 = -596332.736408
  nChanged 11
		SP:Iteration 68Q (30187.590000 sec): 3 clusters
  Score: Raw -599150.613776 + Penalty 2815.426498 = -596335.187278
  nChanged 11
		SP:Iteration 69Q (30187.820000 sec): 3 clusters
  Score: Raw -599153.430417 + Penalty 2815.426498 = -596338.003919
  nChanged 14
		SP:Iteration 70Q (30188.030000 sec): 3 clusters
  Score: Raw -599155.845327 + Penalty 2815.426498 = -596340.418829
  nChanged 15
		SP:Iteration 71Q (30188.240000 sec): 3 clusters
  Score: Raw -599159.605166 + Penalty 2815.426498 = -596344.178667
  nChanged 17
		SP:Iteration 72Q (30188.400000 sec): 3 clusters
  Score: Raw -599163.366644 + Penalty 2815.426498 = -596347.940146
  nChanged 21
		SP:Iteration 73Q (30188.600000 sec): 3 clusters
  Score: Raw -599168.108523 + Penalty 2815.426498 = -596352.682025
  nChanged 13
		SP:Iteration 74Q (30188.770000 sec): 3 clusters
  Score: Raw -599171.097892 + Penalty 2815.426498 = -596355.671394
  nChanged 12
		SP:Iteration 75Q (30188.960000 sec): 3 clusters
  Score: Raw -599173.755368 + Penalty 2815.426498 = -596358.328870
  nChanged 15
		SP:Iteration 76Q (30189.140000 sec): 3 clusters
  Score: Raw -599176.969535 + Penalty 2815.426498 = -596361.543036
  nChanged 10
		SP:Iteration 77Q (30189.320000 sec): 3 clusters
  Score: Raw -599178.630725 + Penalty 2815.426498 = -596363.204227
  nChanged 10
		SP:Iteration 78Q (30189.480000 sec): 3 clusters
  Score: Raw -599180.626388 + Penalty 2815.426498 = -596365.199890
  nChanged 10
		SP:Iteration 79Q (30189.680000 sec): 3 clusters
  Score: Raw -599182.838485 + Penalty 2815.426498 = -596367.411987
  nChanged 10
		SP:Iteration 80F (30189.920000 sec): 3 clusters
  Score: Raw -599184.873304 + Penalty 2815.426498 = -596369.446805
  nChanged 7
		SP:Iteration 81Q (30190.130000 sec): 3 clusters
  Score: Raw -599186.318465 + Penalty 2815.426498 = -596370.891966
  nChanged 9
		SP:Iteration 82Q (30190.360000 sec): 3 clusters
  Score: Raw -599187.931844 + Penalty 2815.426498 = -596372.505346
  nChanged 6
		SP:Iteration 83Q (30190.590000 sec): 3 clusters
  Score: Raw -599189.059190 + Penalty 2815.426498 = -596373.632692
  nChanged 9
		SP:Iteration 84Q (30190.760000 sec): 3 clusters
  Score: Raw -599190.817416 + Penalty 2815.426498 = -596375.390918
  nChanged 8
		SP:Iteration 85Q (30190.940000 sec): 3 clusters
  Score: Raw -599192.283040 + Penalty 2815.426498 = -596376.856541
  nChanged 6
		SP:Iteration 86Q (30191.120000 sec): 3 clusters
  Score: Raw -599193.025292 + Penalty 2815.426498 = -596377.598794
  nChanged 5
		SP:Iteration 87Q (30191.300000 sec): 3 clusters
  Score: Raw -599193.739996 + Penalty 2815.426498 = -596378.313498
  nChanged 5
		SP:Iteration 88Q (30191.480000 sec): 3 clusters
  Score: Raw -599194.749165 + Penalty 2815.426498 = -596379.322667
  nChanged 8
		SP:Iteration 89Q (30191.650000 sec): 3 clusters
  Score: Raw -599196.249528 + Penalty 2815.426498 = -596380.823029
  nChanged 7
		SP:Iteration 90Q (30191.830000 sec): 3 clusters
  Score: Raw -599197.932062 + Penalty 2815.426498 = -596382.505563
  nChanged 8
		SP:Iteration 91Q (30192.060000 sec): 3 clusters
  Score: Raw -599199.813132 + Penalty 2815.426498 = -596384.386634
  nChanged 8
		SP:Iteration 92Q (30192.290000 sec): 3 clusters
  Score: Raw -599201.131829 + Penalty 2815.426498 = -596385.705330
  nChanged 6
		SP:Iteration 93Q (30192.500000 sec): 3 clusters
  Score: Raw -599201.950312 + Penalty 2815.426498 = -596386.523814
  nChanged 11
		SP:Iteration 94Q (30192.690000 sec): 3 clusters
  Score: Raw -599204.351553 + Penalty 2815.426498 = -596388.925055
  nChanged 9
		SP:Iteration 95Q (30192.880000 sec): 3 clusters
  Score: Raw -599205.749575 + Penalty 2815.426498 = -596390.323077
  nChanged 8
		SP:Iteration 96Q (30193.060000 sec): 3 clusters
  Score: Raw -599207.209381 + Penalty 2815.426498 = -596391.782883
  nChanged 4
		SP:Iteration 97Q (30193.240000 sec): 3 clusters
  Score: Raw -599207.994074 + Penalty 2815.426498 = -596392.567576
  nChanged 2
		SP:Iteration 98Q (30193.450000 sec): 3 clusters
  Score: Raw -599208.723249 + Penalty 2815.426498 = -596393.296751
  nChanged 4
		SP:Iteration 99Q (30193.640000 sec): 3 clusters
  Score: Raw -599210.263981 + Penalty 2815.426498 = -596394.837483
  nChanged 5
		SP:Iteration 100F (30193.900000 sec): 3 clusters
  Score: Raw -599211.085928 + Penalty 2815.426498 = -596395.659430
  nChanged 6
		SP:Iteration 101Q (30194.070000 sec): 3 clusters
  Score: Raw -599212.039568 + Penalty 2815.426498 = -596396.613070
  nChanged 6
		SP:Iteration 102Q (30194.260000 sec): 3 clusters
  Score: Raw -599213.157134 + Penalty 2815.426498 = -596397.730636
  nChanged 7
		SP:Iteration 103Q (30194.490000 sec): 3 clusters
  Score: Raw -599215.067689 + Penalty 2815.426498 = -596399.641191
  nChanged 6
		SP:Iteration 104Q (30194.690000 sec): 3 clusters
  Score: Raw -599215.816047 + Penalty 2815.426498 = -596400.389549
  nChanged 5
		SP:Iteration 105Q (30194.860000 sec): 3 clusters
  Score: Raw -599217.092110 + Penalty 2815.426498 = -596401.665612
  nChanged 6
		SP:Iteration 106Q (30195.070000 sec): 3 clusters
  Score: Raw -599218.249945 + Penalty 2815.426498 = -596402.823447
  nChanged 7
		SP:Iteration 107Q (30195.280000 sec): 3 clusters
  Score: Raw -599220.598924 + Penalty 2815.426498 = -596405.172426
  nChanged 7
		SP:Iteration 108Q (30195.460000 sec): 3 clusters
  Score: Raw -599222.288745 + Penalty 2815.426498 = -596406.862247
  nChanged 9
		SP:Iteration 109Q (30195.690000 sec): 3 clusters
  Score: Raw -599224.505422 + Penalty 2815.426498 = -596409.078924
  nChanged 8
		SP:Iteration 110Q (30195.890000 sec): 3 clusters
  Score: Raw -599226.780060 + Penalty 2815.426498 = -596411.353562
  nChanged 9
		SP:Iteration 111Q (30196.080000 sec): 3 clusters
  Score: Raw -599228.839869 + Penalty 2815.426498 = -596413.413371
  nChanged 7
		SP:Iteration 112Q (30196.270000 sec): 3 clusters
  Score: Raw -599229.674730 + Penalty 2815.426498 = -596414.248232
  nChanged 3
		SP:Iteration 113Q (30196.450000 sec): 3 clusters
  Score: Raw -599230.204367 + Penalty 2815.426498 = -596414.777869
  nChanged 4
		SP:Iteration 114Q (30196.650000 sec): 3 clusters
  Score: Raw -599231.056764 + Penalty 2815.426498 = -596415.630266
  nChanged 5
		SP:Iteration 115Q (30196.840000 sec): 3 clusters
  Score: Raw -599231.976630 + Penalty 2815.426498 = -596416.550131
  nChanged 5
		SP:Iteration 116Q (30197.030000 sec): 3 clusters
  Score: Raw -599232.484932 + Penalty 2815.426498 = -596417.058434
  nChanged 1
		SP:Iteration 117Q (30197.210000 sec): 3 clusters
  Score: Raw -599232.602592 + Penalty 2815.426498 = -596417.176094
  nChanged 0
		SP:Iteration 118F (30197.400000 sec): 3 clusters
  Score: Raw -599232.602592 + Penalty 2815.426498 = -596417.176094
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30197.520000 sec): 2 clusters
  Score: Raw -504674.104346 + Penalty 1353.961002 = -503320.143344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30197.790000 sec): 3 clusters
  Score: Raw -502542.363895 + Penalty 2707.922005 = -499834.441890
  nChanged 1647
		SP:Iteration 1F (30198.020000 sec): 3 clusters
  Score: Raw -503413.418930 + Penalty 2707.922005 = -500705.496925
  nChanged 315
		SP:Iteration 2F (30198.220000 sec): 3 clusters
  Score: Raw -503571.202569 + Penalty 2707.922005 = -500863.280564
  nChanged 212
		SP:Iteration 3F (30198.410000 sec): 3 clusters
  Score: Raw -503679.945046 + Penalty 2707.922005 = -500972.023041
  nChanged 179
		SP:Iteration 4Q (30198.620000 sec): 3 clusters
  Score: Raw -503788.346627 + Penalty 2707.922005 = -501080.424622
  nChanged 175
		SP:Iteration 5Q (30198.810000 sec): 3 clusters
  Score: Raw -503878.167710 + Penalty 2707.922005 = -501170.245705
  nChanged 145
		SP:Iteration 6Q (30198.990000 sec): 3 clusters
  Score: Raw -503930.170811 + Penalty 2707.922005 = -501222.248806
  nChanged 103
		SP:Iteration 7Q (30199.160000 sec): 3 clusters
  Score: Raw -503974.156209 + Penalty 2707.922005 = -501266.234204
  nChanged 86
		SP:Iteration 8Q (30199.330000 sec): 3 clusters
  Score: Raw -504005.278217 + Penalty 2707.922005 = -501297.356212
  nChanged 73
		SP:Iteration 9Q (30199.470000 sec): 3 clusters
  Score: Raw -504029.726746 + Penalty 2707.922005 = -501321.804741
  nChanged 61
		SP:Iteration 10Q (30199.670000 sec): 3 clusters
  Score: Raw -504056.241761 + Penalty 2707.922005 = -501348.319757
  nChanged 67
		SP:Iteration 11Q (30199.870000 sec): 3 clusters
  Score: Raw -504080.688285 + Penalty 2707.922005 = -501372.766280
  nChanged 53
		SP:Iteration 12Q (30200.050000 sec): 3 clusters
  Score: Raw -504100.092657 + Penalty 2707.922005 = -501392.170652
  nChanged 52
		SP:Iteration 13Q (30200.230000 sec): 3 clusters
  Score: Raw -504114.649890 + Penalty 2707.922005 = -501406.727885
  nChanged 37
		SP:Iteration 14Q (30200.450000 sec): 3 clusters
  Score: Raw -504127.340544 + Penalty 2707.922005 = -501419.418539
  nChanged 37
		SP:Iteration 15Q (30200.650000 sec): 3 clusters
  Score: Raw -504139.905396 + Penalty 2707.922005 = -501431.983391
  nChanged 41
		SP:Iteration 16Q (30200.800000 sec): 3 clusters
  Score: Raw -504152.986799 + Penalty 2707.922005 = -501445.064794
  nChanged 39
		SP:Iteration 17Q (30200.990000 sec): 3 clusters
  Score: Raw -504165.475709 + Penalty 2707.922005 = -501457.553704
  nChanged 34
		SP:Iteration 18Q (30201.190000 sec): 3 clusters
  Score: Raw -504175.633345 + Penalty 2707.922005 = -501467.711340
  nChanged 22
		SP:Iteration 19Q (30201.340000 sec): 3 clusters
  Score: Raw -504182.424025 + Penalty 2707.922005 = -501474.502021
  nChanged 23
		SP:Iteration 20F (30201.520000 sec): 3 clusters
  Score: Raw -504190.535076 + Penalty 2707.922005 = -501482.613071
  nChanged 25
		SP:Iteration 21Q (30201.700000 sec): 3 clusters
  Score: Raw -504199.027296 + Penalty 2707.922005 = -501491.105291
  nChanged 20
		SP:Iteration 22Q (30201.880000 sec): 3 clusters
  Score: Raw -504204.701861 + Penalty 2707.922005 = -501496.779856
  nChanged 20
		SP:Iteration 23Q (30202.130000 sec): 3 clusters
  Score: Raw -504210.279919 + Penalty 2707.922005 = -501502.357914
  nChanged 14
		SP:Iteration 24Q (30202.350000 sec): 3 clusters
  Score: Raw -504213.652505 + Penalty 2707.922005 = -501505.730500
  nChanged 17
		SP:Iteration 25Q (30202.520000 sec): 3 clusters
  Score: Raw -504217.225073 + Penalty 2707.922005 = -501509.303068
  nChanged 17
		SP:Iteration 26Q (30202.700000 sec): 3 clusters
  Score: Raw -504221.474547 + Penalty 2707.922005 = -501513.552542
  nChanged 12
		SP:Iteration 27Q (30202.970000 sec): 3 clusters
  Score: Raw -504224.785565 + Penalty 2707.922005 = -501516.863560
  nChanged 11
		SP:Iteration 28Q (30203.160000 sec): 3 clusters
  Score: Raw -504227.573671 + Penalty 2707.922005 = -501519.651666
  nChanged 12
		SP:Iteration 29Q (30203.360000 sec): 3 clusters
  Score: Raw -504229.972838 + Penalty 2707.922005 = -501522.050833
  nChanged 14
		SP:Iteration 30Q (30203.560000 sec): 3 clusters
  Score: Raw -504233.808676 + Penalty 2707.922005 = -501525.886671
  nChanged 13
		SP:Iteration 31Q (30203.750000 sec): 3 clusters
  Score: Raw -504237.418817 + Penalty 2707.922005 = -501529.496812
  nChanged 19
		SP:Iteration 32Q (30203.930000 sec): 3 clusters
  Score: Raw -504241.169070 + Penalty 2707.922005 = -501533.247066
  nChanged 18
		SP:Iteration 33Q (30204.090000 sec): 3 clusters
  Score: Raw -504246.214301 + Penalty 2707.922005 = -501538.292296
  nChanged 11
		SP:Iteration 34Q (30204.250000 sec): 3 clusters
  Score: Raw -504250.417299 + Penalty 2707.922005 = -501542.495294
  nChanged 18
		SP:Iteration 35Q (30204.410000 sec): 3 clusters
  Score: Raw -504255.256225 + Penalty 2707.922005 = -501547.334220
  nChanged 17
		SP:Iteration 36Q (30204.600000 sec): 3 clusters
  Score: Raw -504261.040573 + Penalty 2707.922005 = -501553.118568
  nChanged 25
		SP:Iteration 37Q (30204.770000 sec): 3 clusters
  Score: Raw -504269.527929 + Penalty 2707.922005 = -501561.605924
  nChanged 27
		SP:Iteration 38Q (30204.960000 sec): 3 clusters
  Score: Raw -504277.961391 + Penalty 2707.922005 = -501570.039386
  nChanged 26
		SP:Iteration 39Q (30205.100000 sec): 3 clusters
  Score: Raw -504287.144485 + Penalty 2707.922005 = -501579.222481
  nChanged 33
		SP:Iteration 40F (30205.280000 sec): 3 clusters
  Score: Raw -504302.059380 + Penalty 2707.922005 = -501594.137375
  nChanged 39
		SP:Iteration 41Q (30205.450000 sec): 3 clusters
  Score: Raw -504315.619026 + Penalty 2707.922005 = -501607.697021
  nChanged 42
		SP:Iteration 42Q (30205.640000 sec): 3 clusters
  Score: Raw -504334.462383 + Penalty 2707.922005 = -501626.540378
  nChanged 55
		SP:Iteration 43Q (30205.830000 sec): 3 clusters
  Score: Raw -504354.369705 + Penalty 2707.922005 = -501646.447700
  nChanged 38
		SP:Iteration 44Q (30206.010000 sec): 3 clusters
  Score: Raw -504366.835097 + Penalty 2707.922005 = -501658.913092
  nChanged 33
		SP:Iteration 45Q (30206.180000 sec): 3 clusters
  Score: Raw -504380.772422 + Penalty 2707.922005 = -501672.850417
  nChanged 42
		SP:Iteration 46Q (30206.410000 sec): 3 clusters
  Score: Raw -504398.073031 + Penalty 2707.922005 = -501690.151027
  nChanged 38
		SP:Iteration 47Q (30206.610000 sec): 3 clusters
  Score: Raw -504413.551735 + Penalty 2707.922005 = -501705.629730
  nChanged 47
		SP:Iteration 48Q (30206.830000 sec): 3 clusters
  Score: Raw -504436.605441 + Penalty 2707.922005 = -501728.683436
  nChanged 49
		SP:Iteration 49Q (30207.030000 sec): 3 clusters
  Score: Raw -504458.057861 + Penalty 2707.922005 = -501750.135856
  nChanged 36
		SP:Iteration 50Q (30207.220000 sec): 3 clusters
  Score: Raw -504476.603646 + Penalty 2707.922005 = -501768.681642
  nChanged 40
		SP:Iteration 51Q (30207.420000 sec): 3 clusters
  Score: Raw -504496.415548 + Penalty 2707.922005 = -501788.493543
  nChanged 41
		SP:Iteration 52Q (30207.630000 sec): 3 clusters
  Score: Raw -504519.874550 + Penalty 2707.922005 = -501811.952545
  nChanged 38
		SP:Iteration 53Q (30207.840000 sec): 3 clusters
  Score: Raw -504541.511036 + Penalty 2707.922005 = -501833.589031
  nChanged 46
		SP:Iteration 54Q (30208.020000 sec): 3 clusters
  Score: Raw -504571.014892 + Penalty 2707.922005 = -501863.092888
  nChanged 58
		SP:Iteration 55Q (30208.230000 sec): 3 clusters
  Score: Raw -504609.102800 + Penalty 2707.922005 = -501901.180795
  nChanged 55
		SP:Iteration 56Q (30208.410000 sec): 3 clusters
  Score: Raw -504640.711826 + Penalty 2707.922005 = -501932.789821
  nChanged 37
		SP:Iteration 57Q (30208.640000 sec): 3 clusters
  Score: Raw -504664.963267 + Penalty 2707.922005 = -501957.041262
  nChanged 45
		SP:Iteration 58Q (30208.880000 sec): 3 clusters
  Score: Raw -504692.097920 + Penalty 2707.922005 = -501984.175915
  nChanged 41
		SP:Iteration 59Q (30209.060000 sec): 3 clusters
  Score: Raw -504716.542164 + Penalty 2707.922005 = -502008.620160
  nChanged 38
		SP:Iteration 60F (30209.270000 sec): 3 clusters
  Score: Raw -504740.578993 + Penalty 2707.922005 = -502032.656988
  nChanged 28
		SP:Iteration 61Q (30209.490000 sec): 3 clusters
  Score: Raw -504759.323302 + Penalty 2707.922005 = -502051.401297
  nChanged 16
		SP:Iteration 62Q (30209.690000 sec): 3 clusters
  Score: Raw -504769.397067 + Penalty 2707.922005 = -502061.475062
  nChanged 16
		SP:Iteration 63Q (30209.860000 sec): 3 clusters
  Score: Raw -504778.077282 + Penalty 2707.922005 = -502070.155277
  nChanged 16
		SP:Iteration 64Q (30210.010000 sec): 3 clusters
  Score: Raw -504787.953938 + Penalty 2707.922005 = -502080.031933
  nChanged 14
		SP:Iteration 65Q (30210.210000 sec): 3 clusters
  Score: Raw -504796.630731 + Penalty 2707.922005 = -502088.708727
  nChanged 9
		SP:Iteration 66Q (30210.360000 sec): 3 clusters
  Score: Raw -504803.125152 + Penalty 2707.922005 = -502095.203147
  nChanged 13
		SP:Iteration 67Q (30210.560000 sec): 3 clusters
  Score: Raw -504811.367742 + Penalty 2707.922005 = -502103.445737
  nChanged 16
		SP:Iteration 68Q (30210.710000 sec): 3 clusters
  Score: Raw -504820.614996 + Penalty 2707.922005 = -502112.692991
  nChanged 10
		SP:Iteration 69Q (30210.890000 sec): 3 clusters
  Score: Raw -504828.913488 + Penalty 2707.922005 = -502120.991483
  nChanged 11
		SP:Iteration 70Q (30211.070000 sec): 3 clusters
  Score: Raw -504838.316399 + Penalty 2707.922005 = -502130.394394
  nChanged 13
		SP:Iteration 71Q (30211.310000 sec): 3 clusters
  Score: Raw -504846.596387 + Penalty 2707.922005 = -502138.674383
  nChanged 15
		SP:Iteration 72Q (30211.490000 sec): 3 clusters
  Score: Raw -504855.935710 + Penalty 2707.922005 = -502148.013705
  nChanged 7
		SP:Iteration 73Q (30211.700000 sec): 3 clusters
  Score: Raw -504859.526186 + Penalty 2707.922005 = -502151.604181
  nChanged 4
		SP:Iteration 74Q (30211.880000 sec): 3 clusters
  Score: Raw -504862.965442 + Penalty 2707.922005 = -502155.043438
  nChanged 11
		SP:Iteration 75Q (30212.090000 sec): 3 clusters
  Score: Raw -504869.111936 + Penalty 2707.922005 = -502161.189932
  nChanged 6
		SP:Iteration 76Q (30212.270000 sec): 3 clusters
  Score: Raw -504871.715217 + Penalty 2707.922005 = -502163.793212
  nChanged 4
		SP:Iteration 77Q (30212.450000 sec): 3 clusters
  Score: Raw -504874.002898 + Penalty 2707.922005 = -502166.080893
  nChanged 3
		SP:Iteration 78Q (30212.650000 sec): 3 clusters
  Score: Raw -504875.152077 + Penalty 2707.922005 = -502167.230072
  nChanged 1
		SP:Iteration 79Q (30212.850000 sec): 3 clusters
  Score: Raw -504875.520489 + Penalty 2707.922005 = -502167.598484
  nChanged 2
		SP:Iteration 80F (30213.030000 sec): 3 clusters
  Score: Raw -504877.619163 + Penalty 2707.922005 = -502169.697158
  nChanged 4
		SP:Iteration 81Q (30213.210000 sec): 3 clusters
  Score: Raw -504880.353639 + Penalty 2707.922005 = -502172.431634
  nChanged 7
		SP:Iteration 82Q (30213.410000 sec): 3 clusters
  Score: Raw -504883.459491 + Penalty 2707.922005 = -502175.537486
  nChanged 4
		SP:Iteration 83Q (30213.580000 sec): 3 clusters
  Score: Raw -504885.619241 + Penalty 2707.922005 = -502177.697236
  nChanged 4
		SP:Iteration 84Q (30213.760000 sec): 3 clusters
  Score: Raw -504887.310277 + Penalty 2707.922005 = -502179.388272
  nChanged 2
		SP:Iteration 85Q (30213.930000 sec): 3 clusters
  Score: Raw -504888.066877 + Penalty 2707.922005 = -502180.144872
  nChanged 0
		SP:Iteration 86F (30214.110000 sec): 3 clusters
  Score: Raw -504888.066877 + Penalty 2707.922005 = -502180.144872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30214.210000 sec): 2 clusters
  Score: Raw -703766.520551 + Penalty 1407.572715 = -702358.947837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30214.450000 sec): 3 clusters
  Score: Raw -700745.081462 + Penalty 2815.145429 = -697929.936033
  nChanged 2337
		SP:Iteration 1F (30214.620000 sec): 3 clusters
  Score: Raw -701965.474821 + Penalty 2815.145429 = -699150.329391
  nChanged 410
		SP:Iteration 2F (30214.810000 sec): 3 clusters
  Score: Raw -702178.373692 + Penalty 2815.145429 = -699363.228263
  nChanged 315
		SP:Iteration 3F (30214.970000 sec): 3 clusters
  Score: Raw -702324.563166 + Penalty 2815.145429 = -699509.417737
  nChanged 269
		SP:Iteration 4Q (30215.150000 sec): 3 clusters
  Score: Raw -702483.807359 + Penalty 2815.145429 = -699668.661930
  nChanged 310
		SP:Iteration 5F (30215.320000 sec): 3 clusters
  Score: Raw -702692.041927 + Penalty 2815.145429 = -699876.896498
  nChanged 312
		SP:Iteration 6F (30215.530000 sec): 3 clusters
  Score: Raw -702892.984541 + Penalty 2815.145429 = -700077.839112
  nChanged 287
		SP:Iteration 7Q (30215.720000 sec): 3 clusters
  Score: Raw -703099.559942 + Penalty 2815.145429 = -700284.414513
  nChanged 277
		SP:Iteration 8Q (30215.860000 sec): 3 clusters
  Score: Raw -703299.634206 + Penalty 2815.145429 = -700484.488776
  nChanged 243
		SP:Iteration 9Q (30216.050000 sec): 3 clusters
  Score: Raw -703463.320827 + Penalty 2815.145429 = -700648.175398
  nChanged 210
		SP:Iteration 10Q (30216.210000 sec): 3 clusters
  Score: Raw -703575.796254 + Penalty 2815.145429 = -700760.650825
  nChanged 160
		SP:Iteration 11Q (30216.380000 sec): 3 clusters
  Score: Raw -703656.461860 + Penalty 2815.145429 = -700841.316430
  nChanged 114
		SP:Iteration 12Q (30216.570000 sec): 3 clusters
  Score: Raw -703715.855459 + Penalty 2815.145429 = -700900.710029
  nChanged 91
		SP:Iteration 13Q (30216.800000 sec): 3 clusters
  Score: Raw -703758.622393 + Penalty 2815.145429 = -700943.476964
  nChanged 85
		SP:Iteration 14Q (30217.020000 sec): 3 clusters
  Score: Raw -703792.723072 + Penalty 2815.145429 = -700977.577642
  nChanged 67
		SP:Iteration 15Q (30217.210000 sec): 3 clusters
  Score: Raw -703820.428528 + Penalty 2815.145429 = -701005.283099
  nChanged 49
		SP:Iteration 16Q (30217.430000 sec): 3 clusters
  Score: Raw -703837.936529 + Penalty 2815.145429 = -701022.791099
  nChanged 33
		SP:Iteration 17Q (30217.650000 sec): 3 clusters
  Score: Raw -703850.138790 + Penalty 2815.145429 = -701034.993361
  nChanged 24
		SP:Iteration 18Q (30217.870000 sec): 3 clusters
  Score: Raw -703858.466360 + Penalty 2815.145429 = -701043.320931
  nChanged 17
		SP:Iteration 19Q (30218.080000 sec): 3 clusters
  Score: Raw -703864.791535 + Penalty 2815.145429 = -701049.646105
  nChanged 25
		SP:Iteration 20F (30218.270000 sec): 3 clusters
  Score: Raw -703871.947199 + Penalty 2815.145429 = -701056.801770
  nChanged 23
		SP:Iteration 21Q (30218.510000 sec): 3 clusters
  Score: Raw -703881.489943 + Penalty 2815.145429 = -701066.344514
  nChanged 20
		SP:Iteration 22Q (30218.710000 sec): 3 clusters
  Score: Raw -703887.583636 + Penalty 2815.145429 = -701072.438206
  nChanged 11
		SP:Iteration 23Q (30218.900000 sec): 3 clusters
  Score: Raw -703890.773461 + Penalty 2815.145429 = -701075.628032
  nChanged 14
		SP:Iteration 24Q (30219.090000 sec): 3 clusters
  Score: Raw -703893.241801 + Penalty 2815.145429 = -701078.096372
  nChanged 8
		SP:Iteration 25Q (30219.310000 sec): 3 clusters
  Score: Raw -703895.255928 + Penalty 2815.145429 = -701080.110498
  nChanged 9
		SP:Iteration 26Q (30219.510000 sec): 3 clusters
  Score: Raw -703897.428714 + Penalty 2815.145429 = -701082.283284
  nChanged 7
		SP:Iteration 27Q (30219.720000 sec): 3 clusters
  Score: Raw -703899.902070 + Penalty 2815.145429 = -701084.756640
  nChanged 11
		SP:Iteration 28Q (30219.910000 sec): 3 clusters
  Score: Raw -703903.133098 + Penalty 2815.145429 = -701087.987668
  nChanged 11
		SP:Iteration 29Q (30220.110000 sec): 3 clusters
  Score: Raw -703907.030977 + Penalty 2815.145429 = -701091.885548
  nChanged 14
		SP:Iteration 30Q (30220.290000 sec): 3 clusters
  Score: Raw -703911.015663 + Penalty 2815.145429 = -701095.870233
  nChanged 13
		SP:Iteration 31Q (30220.460000 sec): 3 clusters
  Score: Raw -703915.249971 + Penalty 2815.145429 = -701100.104542
  nChanged 16
		SP:Iteration 32Q (30220.650000 sec): 3 clusters
  Score: Raw -703920.760337 + Penalty 2815.145429 = -701105.614907
  nChanged 15
		SP:Iteration 33Q (30220.870000 sec): 3 clusters
  Score: Raw -703925.788126 + Penalty 2815.145429 = -701110.642697
  nChanged 9
		SP:Iteration 34Q (30221.070000 sec): 3 clusters
  Score: Raw -703928.673065 + Penalty 2815.145429 = -701113.527636
  nChanged 11
		SP:Iteration 35Q (30221.250000 sec): 3 clusters
  Score: Raw -703932.570834 + Penalty 2815.145429 = -701117.425405
  nChanged 13
		SP:Iteration 36Q (30221.430000 sec): 3 clusters
  Score: Raw -703938.504539 + Penalty 2815.145429 = -701123.359110
  nChanged 16
		SP:Iteration 37Q (30221.620000 sec): 3 clusters
  Score: Raw -703947.800618 + Penalty 2815.145429 = -701132.655189
  nChanged 29
		SP:Iteration 38Q (30221.800000 sec): 3 clusters
  Score: Raw -703964.888428 + Penalty 2815.145429 = -701149.742999
  nChanged 34
		SP:Iteration 39Q (30221.960000 sec): 3 clusters
  Score: Raw -703986.244512 + Penalty 2815.145429 = -701171.099082
  nChanged 38
		SP:Iteration 40F (30222.140000 sec): 3 clusters
  Score: Raw -704010.575166 + Penalty 2815.145429 = -701195.429737
  nChanged 26
		SP:Iteration 41Q (30222.370000 sec): 3 clusters
  Score: Raw -704020.569617 + Penalty 2815.145429 = -701205.424187
  nChanged 17
		SP:Iteration 42Q (30222.550000 sec): 3 clusters
  Score: Raw -704025.809002 + Penalty 2815.145429 = -701210.663572
  nChanged 12
		SP:Iteration 43Q (30222.770000 sec): 3 clusters
  Score: Raw -704031.323403 + Penalty 2815.145429 = -701216.177973
  nChanged 14
		SP:Iteration 44Q (30222.960000 sec): 3 clusters
  Score: Raw -704037.123942 + Penalty 2815.145429 = -701221.978513
  nChanged 13
		SP:Iteration 45Q (30223.150000 sec): 3 clusters
  Score: Raw -704042.791731 + Penalty 2815.145429 = -701227.646302
  nChanged 16
		SP:Iteration 46Q (30223.340000 sec): 3 clusters
  Score: Raw -704051.984159 + Penalty 2815.145429 = -701236.838730
  nChanged 20
		SP:Iteration 47Q (30223.520000 sec): 3 clusters
  Score: Raw -704063.498290 + Penalty 2815.145429 = -701248.352861
  nChanged 25
		SP:Iteration 48Q (30223.710000 sec): 3 clusters
  Score: Raw -704076.921289 + Penalty 2815.145429 = -701261.775860
  nChanged 24
		SP:Iteration 49Q (30223.910000 sec): 3 clusters
  Score: Raw -704091.865868 + Penalty 2815.145429 = -701276.720439
  nChanged 24
		SP:Iteration 50Q (30224.130000 sec): 3 clusters
  Score: Raw -704108.588731 + Penalty 2815.145429 = -701293.443301
  nChanged 20
		SP:Iteration 51Q (30224.300000 sec): 3 clusters
  Score: Raw -704123.368920 + Penalty 2815.145429 = -701308.223491
  nChanged 25
		SP:Iteration 52Q (30224.470000 sec): 3 clusters
  Score: Raw -704140.537642 + Penalty 2815.145429 = -701325.392213
  nChanged 24
		SP:Iteration 53Q (30224.670000 sec): 3 clusters
  Score: Raw -704155.957602 + Penalty 2815.145429 = -701340.812173
  nChanged 25
		SP:Iteration 54Q (30224.850000 sec): 3 clusters
  Score: Raw -704174.292285 + Penalty 2815.145429 = -701359.146856
  nChanged 27
		SP:Iteration 55Q (30225.020000 sec): 3 clusters
  Score: Raw -704194.824928 + Penalty 2815.145429 = -701379.679499
  nChanged 27
		SP:Iteration 56Q (30225.210000 sec): 3 clusters
  Score: Raw -704218.757083 + Penalty 2815.145429 = -701403.611654
  nChanged 25
		SP:Iteration 57Q (30225.390000 sec): 3 clusters
  Score: Raw -704243.000226 + Penalty 2815.145429 = -701427.854797
  nChanged 24
		SP:Iteration 58Q (30225.560000 sec): 3 clusters
  Score: Raw -704262.533150 + Penalty 2815.145429 = -701447.387720
  nChanged 24
		SP:Iteration 59Q (30225.760000 sec): 3 clusters
  Score: Raw -704282.158727 + Penalty 2815.145429 = -701467.013298
  nChanged 16
		SP:Iteration 60F (30225.970000 sec): 3 clusters
  Score: Raw -704294.208027 + Penalty 2815.145429 = -701479.062598
  nChanged 15
		SP:Iteration 61Q (30226.160000 sec): 3 clusters
  Score: Raw -704303.700497 + Penalty 2815.145429 = -701488.555068
  nChanged 14
		SP:Iteration 62Q (30226.350000 sec): 3 clusters
  Score: Raw -704310.288352 + Penalty 2815.145429 = -701495.142923
  nChanged 13
		SP:Iteration 63Q (30226.560000 sec): 3 clusters
  Score: Raw -704318.844581 + Penalty 2815.145429 = -701503.699151
  nChanged 14
		SP:Iteration 64Q (30226.770000 sec): 3 clusters
  Score: Raw -704326.167220 + Penalty 2815.145429 = -701511.021791
  nChanged 15
		SP:Iteration 65Q (30226.940000 sec): 3 clusters
  Score: Raw -704334.602518 + Penalty 2815.145429 = -701519.457089
  nChanged 15
		SP:Iteration 66Q (30227.130000 sec): 3 clusters
  Score: Raw -704341.798835 + Penalty 2815.145429 = -701526.653405
  nChanged 10
		SP:Iteration 67Q (30227.300000 sec): 3 clusters
  Score: Raw -704349.759707 + Penalty 2815.145429 = -701534.614277
  nChanged 7
		SP:Iteration 68Q (30227.480000 sec): 3 clusters
  Score: Raw -704352.819274 + Penalty 2815.145429 = -701537.673844
  nChanged 2
		SP:Iteration 69Q (30227.700000 sec): 3 clusters
  Score: Raw -704353.298271 + Penalty 2815.145429 = -701538.152842
  nChanged 3
		SP:Iteration 70Q (30227.900000 sec): 3 clusters
  Score: Raw -704354.520691 + Penalty 2815.145429 = -701539.375262
  nChanged 3
		SP:Iteration 71Q (30228.100000 sec): 3 clusters
  Score: Raw -704356.375003 + Penalty 2815.145429 = -701541.229574
  nChanged 4
		SP:Iteration 72Q (30228.330000 sec): 3 clusters
  Score: Raw -704358.618772 + Penalty 2815.145429 = -701543.473343
  nChanged 3
		SP:Iteration 73Q (30228.530000 sec): 3 clusters
  Score: Raw -704360.121387 + Penalty 2815.145429 = -701544.975957
  nChanged 4
		SP:Iteration 74Q (30228.800000 sec): 3 clusters
  Score: Raw -704363.999851 + Penalty 2815.145429 = -701548.854422
  nChanged 3
		SP:Iteration 75Q (30229.020000 sec): 3 clusters
  Score: Raw -704366.119532 + Penalty 2815.145429 = -701550.974102
  nChanged 2
		SP:Iteration 76Q (30229.190000 sec): 3 clusters
  Score: Raw -704367.260714 + Penalty 2815.145429 = -701552.115284
  nChanged 0
		SP:Iteration 77F (30229.410000 sec): 3 clusters
  Score: Raw -704367.260714 + Penalty 2815.145429 = -701552.115284
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30229.490000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30229.690000 sec): 3 clusters
  Score: Raw -11679.497777 + Penalty 1553.215135 = -10126.282642
  nChanged 8
		SP:Iteration 1F (30229.890000 sec): 3 clusters
  Score: Raw -11712.822932 + Penalty 1553.215135 = -10159.607797
  nChanged 1
		SP:Iteration 2Q (30230.090000 sec): 3 clusters
  Score: Raw -11716.544710 + Penalty 1553.215135 = -10163.329574
  nChanged 0
		SP:Iteration 3F (30230.230000 sec): 3 clusters
  Score: Raw -11716.544710 + Penalty 1553.215135 = -10163.329574
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30230.370000 sec): 2 clusters
  Score: Raw -36727.393251 + Penalty 949.575968 = -35777.817284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30230.570000 sec): 3 clusters
  Score: Raw -36748.786234 + Penalty 1899.151936 = -34849.634298
  nChanged 79
		SP:Iteration 1F (30230.790000 sec): 3 clusters
  Score: Raw -36944.669734 + Penalty 1899.151936 = -35045.517798
  nChanged 30
		SP:Iteration 2F (30230.950000 sec): 3 clusters
  Score: Raw -37025.114607 + Penalty 1899.151936 = -35125.962671
  nChanged 15
		SP:Iteration 3Q (30231.180000 sec): 3 clusters
  Score: Raw -37072.439421 + Penalty 1899.151936 = -35173.287486
  nChanged 15
		SP:Iteration 4Q (30231.330000 sec): 3 clusters
  Score: Raw -37122.661654 + Penalty 1899.151936 = -35223.509719
  nChanged 8
		SP:Iteration 5Q (30231.430000 sec): 3 clusters
  Score: Raw -37139.642479 + Penalty 1899.151936 = -35240.490543
  nChanged 1
		SP:Iteration 6Q (30231.580000 sec): 3 clusters
  Score: Raw -37141.153113 + Penalty 1899.151936 = -35242.001178
  nChanged 1
		SP:Iteration 7Q (30231.720000 sec): 3 clusters
  Score: Raw -37142.803802 + Penalty 1899.151936 = -35243.651867
  nChanged 1
		SP:Iteration 8Q (30231.870000 sec): 3 clusters
  Score: Raw -37144.080996 + Penalty 1899.151936 = -35244.929060
  nChanged 0
		SP:Iteration 9F (30232.060000 sec): 3 clusters
  Score: Raw -37144.080996 + Penalty 1899.151936 = -35244.929060
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30232.170000 sec): 2 clusters
  Score: Raw -753918.551097 + Penalty 1411.818964 = -752506.732132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30232.400000 sec): 3 clusters
  Score: Raw -750778.444369 + Penalty 2823.637929 = -747954.806441
  nChanged 2429
		SP:Iteration 1F (30232.580000 sec): 3 clusters
  Score: Raw -752047.093062 + Penalty 2823.637929 = -749223.455134
  nChanged 409
		SP:Iteration 2F (30232.790000 sec): 3 clusters
  Score: Raw -752232.220517 + Penalty 2823.637929 = -749408.582589
  nChanged 295
		SP:Iteration 3Q (30232.940000 sec): 3 clusters
  Score: Raw -752356.651234 + Penalty 2823.637929 = -749533.013306
  nChanged 245
		SP:Iteration 4Q (30233.150000 sec): 3 clusters
  Score: Raw -752455.808497 + Penalty 2823.637929 = -749632.170569
  nChanged 187
		SP:Iteration 5Q (30233.320000 sec): 3 clusters
  Score: Raw -752523.280440 + Penalty 2823.637929 = -749699.642511
  nChanged 160
		SP:Iteration 6Q (30233.520000 sec): 3 clusters
  Score: Raw -752586.128264 + Penalty 2823.637929 = -749762.490336
  nChanged 154
		SP:Iteration 7Q (30233.740000 sec): 3 clusters
  Score: Raw -752647.450150 + Penalty 2823.637929 = -749823.812221
  nChanged 159
		SP:Iteration 8Q (30233.920000 sec): 3 clusters
  Score: Raw -752709.171445 + Penalty 2823.637929 = -749885.533517
  nChanged 141
		SP:Iteration 9Q (30234.140000 sec): 3 clusters
  Score: Raw -752763.257081 + Penalty 2823.637929 = -749939.619153
  nChanged 141
		SP:Iteration 10Q (30234.370000 sec): 3 clusters
  Score: Raw -752821.094910 + Penalty 2823.637929 = -749997.456981
  nChanged 134
		SP:Iteration 11Q (30234.590000 sec): 3 clusters
  Score: Raw -752883.980598 + Penalty 2823.637929 = -750060.342669
  nChanged 165
		SP:Iteration 12Q (30234.810000 sec): 3 clusters
  Score: Raw -752960.579075 + Penalty 2823.637929 = -750136.941147
  nChanged 179
		SP:Iteration 13Q (30235.060000 sec): 3 clusters
  Score: Raw -753055.812657 + Penalty 2823.637929 = -750232.174729
  nChanged 167
		SP:Iteration 14Q (30235.290000 sec): 3 clusters
  Score: Raw -753145.961542 + Penalty 2823.637929 = -750322.323614
  nChanged 174
		SP:Iteration 15Q (30235.510000 sec): 3 clusters
  Score: Raw -753268.705843 + Penalty 2823.637929 = -750445.067915
  nChanged 201
		SP:Iteration 16Q (30235.790000 sec): 3 clusters
  Score: Raw -753422.777757 + Penalty 2823.637929 = -750599.139828
  nChanged 181
		SP:Iteration 17Q (30235.990000 sec): 3 clusters
  Score: Raw -753553.824573 + Penalty 2823.637929 = -750730.186644
  nChanged 173
		SP:Iteration 18Q (30236.270000 sec): 3 clusters
  Score: Raw -753667.584470 + Penalty 2823.637929 = -750843.946542
  nChanged 132
		SP:Iteration 19Q (30236.470000 sec): 3 clusters
  Score: Raw -753739.484755 + Penalty 2823.637929 = -750915.846826
  nChanged 112
		SP:Iteration 20F (30236.730000 sec): 3 clusters
  Score: Raw -753801.317616 + Penalty 2823.637929 = -750977.679688
  nChanged 79
		SP:Iteration 21Q (30236.990000 sec): 3 clusters
  Score: Raw -753837.191245 + Penalty 2823.637929 = -751013.553316
  nChanged 53
		SP:Iteration 22Q (30237.220000 sec): 3 clusters
  Score: Raw -753857.088957 + Penalty 2823.637929 = -751033.451028
  nChanged 34
		SP:Iteration 23Q (30237.420000 sec): 3 clusters
  Score: Raw -753870.658905 + Penalty 2823.637929 = -751047.020977
  nChanged 34
		SP:Iteration 24Q (30237.620000 sec): 3 clusters
  Score: Raw -753883.358833 + Penalty 2823.637929 = -751059.720904
  nChanged 28
		SP:Iteration 25Q (30237.800000 sec): 3 clusters
  Score: Raw -753892.950947 + Penalty 2823.637929 = -751069.313018
  nChanged 14
		SP:Iteration 26Q (30237.980000 sec): 3 clusters
  Score: Raw -753897.588575 + Penalty 2823.637929 = -751073.950647
  nChanged 12
		SP:Iteration 27Q (30238.200000 sec): 3 clusters
  Score: Raw -753900.338305 + Penalty 2823.637929 = -751076.700376
  nChanged 10
		SP:Iteration 28Q (30238.440000 sec): 3 clusters
  Score: Raw -753903.656074 + Penalty 2823.637929 = -751080.018145
  nChanged 13
		SP:Iteration 29Q (30238.680000 sec): 3 clusters
  Score: Raw -753908.544101 + Penalty 2823.637929 = -751084.906173
  nChanged 16
		SP:Iteration 30Q (30238.900000 sec): 3 clusters
  Score: Raw -753914.192481 + Penalty 2823.637929 = -751090.554553
  nChanged 14
		SP:Iteration 31Q (30239.060000 sec): 3 clusters
  Score: Raw -753917.677805 + Penalty 2823.637929 = -751094.039876
  nChanged 13
		SP:Iteration 32Q (30239.270000 sec): 3 clusters
  Score: Raw -753921.157781 + Penalty 2823.637929 = -751097.519852
  nChanged 6
		SP:Iteration 33Q (30239.450000 sec): 3 clusters
  Score: Raw -753923.008575 + Penalty 2823.637929 = -751099.370646
  nChanged 5
		SP:Iteration 34Q (30239.680000 sec): 3 clusters
  Score: Raw -753924.237092 + Penalty 2823.637929 = -751100.599163
  nChanged 9
		SP:Iteration 35Q (30239.840000 sec): 3 clusters
  Score: Raw -753927.002986 + Penalty 2823.637929 = -751103.365057
  nChanged 12
		SP:Iteration 36Q (30240.070000 sec): 3 clusters
  Score: Raw -753929.464217 + Penalty 2823.637929 = -751105.826288
  nChanged 5
		SP:Iteration 37Q (30240.240000 sec): 3 clusters
  Score: Raw -753931.060862 + Penalty 2823.637929 = -751107.422933
  nChanged 12
		SP:Iteration 38Q (30240.480000 sec): 3 clusters
  Score: Raw -753934.142025 + Penalty 2823.637929 = -751110.504096
  nChanged 7
		SP:Iteration 39Q (30240.690000 sec): 3 clusters
  Score: Raw -753936.347176 + Penalty 2823.637929 = -751112.709247
  nChanged 10
		SP:Iteration 40F (30240.900000 sec): 3 clusters
  Score: Raw -753939.224392 + Penalty 2823.637929 = -751115.586463
  nChanged 10
		SP:Iteration 41Q (30241.100000 sec): 3 clusters
  Score: Raw -753941.696907 + Penalty 2823.637929 = -751118.058978
  nChanged 10
		SP:Iteration 42Q (30241.300000 sec): 3 clusters
  Score: Raw -753944.351448 + Penalty 2823.637929 = -751120.713519
  nChanged 9
		SP:Iteration 43Q (30241.510000 sec): 3 clusters
  Score: Raw -753946.078878 + Penalty 2823.637929 = -751122.440950
  nChanged 1
		SP:Iteration 44Q (30241.710000 sec): 3 clusters
  Score: Raw -753946.138243 + Penalty 2823.637929 = -751122.500314
  nChanged 1
		SP:Iteration 45Q (30241.930000 sec): 3 clusters
  Score: Raw -753946.450546 + Penalty 2823.637929 = -751122.812617
  nChanged 0
		SP:Iteration 46F (30242.160000 sec): 3 clusters
  Score: Raw -753946.450546 + Penalty 2823.637929 = -751122.812617
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30242.280000 sec): 2 clusters
  Score: Raw -1053643.089545 + Penalty 1480.333767 = -1052162.755778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30242.500000 sec): 3 clusters
  Score: Raw -1048637.097690 + Penalty 2960.667533 = -1045676.430157
  nChanged 3865
		SP:Iteration 1F (30242.710000 sec): 3 clusters
  Score: Raw -1050673.394899 + Penalty 2960.667533 = -1047712.727366
  nChanged 568
		SP:Iteration 2F (30242.950000 sec): 3 clusters
  Score: Raw -1050947.844167 + Penalty 2960.667533 = -1047987.176634
  nChanged 460
		SP:Iteration 3F (30243.190000 sec): 3 clusters
  Score: Raw -1051231.054440 + Penalty 2960.667533 = -1048270.386906
  nChanged 483
		SP:Iteration 4F (30243.390000 sec): 3 clusters
  Score: Raw -1051576.437329 + Penalty 2960.667533 = -1048615.769796
  nChanged 505
		SP:Iteration 5F (30243.590000 sec): 3 clusters
  Score: Raw -1051942.481705 + Penalty 2960.667533 = -1048981.814171
  nChanged 512
		SP:Iteration 6F (30243.790000 sec): 3 clusters
  Score: Raw -1052341.991725 + Penalty 2960.667533 = -1049381.324192
  nChanged 557
		SP:Iteration 7F (30244.040000 sec): 3 clusters
  Score: Raw -1052762.905636 + Penalty 2960.667533 = -1049802.238103
  nChanged 527
		SP:Iteration 8F (30244.280000 sec): 3 clusters
  Score: Raw -1053144.497823 + Penalty 2960.667533 = -1050183.830290
  nChanged 493
		SP:Iteration 9F (30244.500000 sec): 3 clusters
  Score: Raw -1053447.392818 + Penalty 2960.667533 = -1050486.725284
  nChanged 390
		SP:Iteration 10Q (30244.780000 sec): 3 clusters
  Score: Raw -1053661.445512 + Penalty 2960.667533 = -1050700.777978
  nChanged 304
		SP:Iteration 11Q (30245.010000 sec): 3 clusters
  Score: Raw -1053807.623229 + Penalty 2960.667533 = -1050846.955695
  nChanged 214
		SP:Iteration 12Q (30245.250000 sec): 3 clusters
  Score: Raw -1053898.865143 + Penalty 2960.667533 = -1050938.197610
  nChanged 151
		SP:Iteration 13Q (30245.510000 sec): 3 clusters
  Score: Raw -1053955.357202 + Penalty 2960.667533 = -1050994.689668
  nChanged 117
		SP:Iteration 14Q (30245.740000 sec): 3 clusters
  Score: Raw -1053992.248644 + Penalty 2960.667533 = -1051031.581111
  nChanged 81
		SP:Iteration 15Q (30245.940000 sec): 3 clusters
  Score: Raw -1054028.269572 + Penalty 2960.667533 = -1051067.602039
  nChanged 86
		SP:Iteration 16Q (30246.170000 sec): 3 clusters
  Score: Raw -1054069.045155 + Penalty 2960.667533 = -1051108.377622
  nChanged 81
		SP:Iteration 17Q (30246.410000 sec): 3 clusters
  Score: Raw -1054112.804228 + Penalty 2960.667533 = -1051152.136694
  nChanged 69
		SP:Iteration 18Q (30246.660000 sec): 3 clusters
  Score: Raw -1054145.424485 + Penalty 2960.667533 = -1051184.756952
  nChanged 61
		SP:Iteration 19Q (30246.900000 sec): 3 clusters
  Score: Raw -1054166.645641 + Penalty 2960.667533 = -1051205.978108
  nChanged 59
		SP:Iteration 20F (30247.120000 sec): 3 clusters
  Score: Raw -1054188.129928 + Penalty 2960.667533 = -1051227.462395
  nChanged 54
		SP:Iteration 21Q (30247.330000 sec): 3 clusters
  Score: Raw -1054204.639701 + Penalty 2960.667533 = -1051243.972168
  nChanged 51
		SP:Iteration 22Q (30247.570000 sec): 3 clusters
  Score: Raw -1054220.117203 + Penalty 2960.667533 = -1051259.449669
  nChanged 49
		SP:Iteration 23Q (30247.800000 sec): 3 clusters
  Score: Raw -1054236.204320 + Penalty 2960.667533 = -1051275.536786
  nChanged 61
		SP:Iteration 24Q (30247.990000 sec): 3 clusters
  Score: Raw -1054252.276149 + Penalty 2960.667533 = -1051291.608615
  nChanged 62
		SP:Iteration 25Q (30248.240000 sec): 3 clusters
  Score: Raw -1054270.216688 + Penalty 2960.667533 = -1051309.549155
  nChanged 52
		SP:Iteration 26Q (30248.470000 sec): 3 clusters
  Score: Raw -1054284.157041 + Penalty 2960.667533 = -1051323.489508
  nChanged 47
		SP:Iteration 27Q (30248.690000 sec): 3 clusters
  Score: Raw -1054296.813261 + Penalty 2960.667533 = -1051336.145728
  nChanged 55
		SP:Iteration 28Q (30248.940000 sec): 3 clusters
  Score: Raw -1054310.584889 + Penalty 2960.667533 = -1051349.917356
  nChanged 47
		SP:Iteration 29Q (30249.140000 sec): 3 clusters
  Score: Raw -1054321.743257 + Penalty 2960.667533 = -1051361.075724
  nChanged 38
		SP:Iteration 30Q (30249.370000 sec): 3 clusters
  Score: Raw -1054329.480144 + Penalty 2960.667533 = -1051368.812611
  nChanged 30
		SP:Iteration 31Q (30249.590000 sec): 3 clusters
  Score: Raw -1054334.505190 + Penalty 2960.667533 = -1051373.837656
  nChanged 27
		SP:Iteration 32Q (30249.800000 sec): 3 clusters
  Score: Raw -1054338.506461 + Penalty 2960.667533 = -1051377.838928
  nChanged 21
		SP:Iteration 33Q (30250.030000 sec): 3 clusters
  Score: Raw -1054341.194040 + Penalty 2960.667533 = -1051380.526507
  nChanged 15
		SP:Iteration 34Q (30250.290000 sec): 3 clusters
  Score: Raw -1054343.298445 + Penalty 2960.667533 = -1051382.630912
  nChanged 17
		SP:Iteration 35Q (30250.500000 sec): 3 clusters
  Score: Raw -1054345.618820 + Penalty 2960.667533 = -1051384.951287
  nChanged 14
		SP:Iteration 36Q (30250.740000 sec): 3 clusters
  Score: Raw -1054347.759819 + Penalty 2960.667533 = -1051387.092285
  nChanged 11
		SP:Iteration 37Q (30250.940000 sec): 3 clusters
  Score: Raw -1054349.217924 + Penalty 2960.667533 = -1051388.550390
  nChanged 11
		SP:Iteration 38Q (30251.200000 sec): 3 clusters
  Score: Raw -1054351.027066 + Penalty 2960.667533 = -1051390.359533
  nChanged 8
		SP:Iteration 39Q (30251.390000 sec): 3 clusters
  Score: Raw -1054352.153669 + Penalty 2960.667533 = -1051391.486135
  nChanged 8
		SP:Iteration 40F (30251.610000 sec): 3 clusters
  Score: Raw -1054353.060095 + Penalty 2960.667533 = -1051392.392562
  nChanged 5
		SP:Iteration 41Q (30251.860000 sec): 3 clusters
  Score: Raw -1054353.727484 + Penalty 2960.667533 = -1051393.059951
  nChanged 5
		SP:Iteration 42Q (30252.030000 sec): 3 clusters
  Score: Raw -1054354.170882 + Penalty 2960.667533 = -1051393.503349
  nChanged 4
		SP:Iteration 43Q (30252.280000 sec): 3 clusters
  Score: Raw -1054354.501117 + Penalty 2960.667533 = -1051393.833584
  nChanged 4
		SP:Iteration 44Q (30252.480000 sec): 3 clusters
  Score: Raw -1054355.023852 + Penalty 2960.667533 = -1051394.356318
  nChanged 1
		SP:Iteration 45Q (30252.650000 sec): 3 clusters
  Score: Raw -1054355.096950 + Penalty 2960.667533 = -1051394.429417
  nChanged 1
		SP:Iteration 46Q (30252.870000 sec): 3 clusters
  Score: Raw -1054355.216157 + Penalty 2960.667533 = -1051394.548623
  nChanged 2
		SP:Iteration 47Q (30253.060000 sec): 3 clusters
  Score: Raw -1054355.524972 + Penalty 2960.667533 = -1051394.857439
  nChanged 5
		SP:Iteration 48Q (30253.310000 sec): 3 clusters
  Score: Raw -1054356.309180 + Penalty 2960.667533 = -1051395.641647
  nChanged 5
		SP:Iteration 49Q (30253.500000 sec): 3 clusters
  Score: Raw -1054357.133161 + Penalty 2960.667533 = -1051396.465627
  nChanged 5
		SP:Iteration 50Q (30253.730000 sec): 3 clusters
  Score: Raw -1054357.721854 + Penalty 2960.667533 = -1051397.054320
  nChanged 3
		SP:Iteration 51Q (30253.960000 sec): 3 clusters
  Score: Raw -1054357.992464 + Penalty 2960.667533 = -1051397.324931
  nChanged 4
		SP:Iteration 52Q (30254.160000 sec): 3 clusters
  Score: Raw -1054358.344536 + Penalty 2960.667533 = -1051397.677003
  nChanged 7
		SP:Iteration 53Q (30254.400000 sec): 3 clusters
  Score: Raw -1054359.660501 + Penalty 2960.667533 = -1051398.992967
  nChanged 9
		SP:Iteration 54Q (30254.670000 sec): 3 clusters
  Score: Raw -1054361.197400 + Penalty 2960.667533 = -1051400.529866
  nChanged 7
		SP:Iteration 55Q (30254.880000 sec): 3 clusters
  Score: Raw -1054362.070236 + Penalty 2960.667533 = -1051401.402702
  nChanged 5
		SP:Iteration 56Q (30255.090000 sec): 3 clusters
  Score: Raw -1054363.020111 + Penalty 2960.667533 = -1051402.352578
  nChanged 9
		SP:Iteration 57Q (30255.270000 sec): 3 clusters
  Score: Raw -1054363.981915 + Penalty 2960.667533 = -1051403.314381
  nChanged 4
		SP:Iteration 58Q (30255.560000 sec): 3 clusters
  Score: Raw -1054364.526602 + Penalty 2960.667533 = -1051403.859069
  nChanged 4
		SP:Iteration 59Q (30255.780000 sec): 3 clusters
  Score: Raw -1054365.083295 + Penalty 2960.667533 = -1051404.415761
  nChanged 5
		SP:Iteration 60F (30255.970000 sec): 3 clusters
  Score: Raw -1054365.749100 + Penalty 2960.667533 = -1051405.081567
  nChanged 5
		SP:Iteration 61Q (30256.250000 sec): 3 clusters
  Score: Raw -1054366.686422 + Penalty 2960.667533 = -1051406.018888
  nChanged 8
		SP:Iteration 62Q (30256.470000 sec): 3 clusters
  Score: Raw -1054367.829682 + Penalty 2960.667533 = -1051407.162149
  nChanged 4
		SP:Iteration 63Q (30256.690000 sec): 3 clusters
  Score: Raw -1054368.771488 + Penalty 2960.667533 = -1051408.103955
  nChanged 5
		SP:Iteration 64Q (30256.880000 sec): 3 clusters
  Score: Raw -1054369.449536 + Penalty 2960.667533 = -1051408.782002
  nChanged 8
		SP:Iteration 65Q (30257.120000 sec): 3 clusters
  Score: Raw -1054370.843757 + Penalty 2960.667533 = -1051410.176224
  nChanged 8
		SP:Iteration 66Q (30257.330000 sec): 3 clusters
  Score: Raw -1054371.985881 + Penalty 2960.667533 = -1051411.318347
  nChanged 6
		SP:Iteration 67Q (30257.550000 sec): 3 clusters
  Score: Raw -1054372.627278 + Penalty 2960.667533 = -1051411.959744
  nChanged 5
		SP:Iteration 68Q (30257.760000 sec): 3 clusters
  Score: Raw -1054373.151387 + Penalty 2960.667533 = -1051412.483854
  nChanged 4
		SP:Iteration 69Q (30258.050000 sec): 3 clusters
  Score: Raw -1054373.764346 + Penalty 2960.667533 = -1051413.096813
  nChanged 4
		SP:Iteration 70Q (30258.330000 sec): 3 clusters
  Score: Raw -1054374.119955 + Penalty 2960.667533 = -1051413.452422
  nChanged 1
		SP:Iteration 71Q (30258.580000 sec): 3 clusters
  Score: Raw -1054374.342118 + Penalty 2960.667533 = -1051413.674585
  nChanged 2
		SP:Iteration 72Q (30258.850000 sec): 3 clusters
  Score: Raw -1054374.455110 + Penalty 2960.667533 = -1051413.787577
  nChanged 1
		SP:Iteration 73Q (30259.090000 sec): 3 clusters
  Score: Raw -1054374.571815 + Penalty 2960.667533 = -1051413.904282
  nChanged 1
		SP:Iteration 74Q (30259.330000 sec): 3 clusters
  Score: Raw -1054374.721273 + Penalty 2960.667533 = -1051414.053740
  nChanged 2
		SP:Iteration 75Q (30259.530000 sec): 3 clusters
  Score: Raw -1054375.003818 + Penalty 2960.667533 = -1051414.336285
  nChanged 3
		SP:Iteration 76Q (30259.770000 sec): 3 clusters
  Score: Raw -1054375.362903 + Penalty 2960.667533 = -1051414.695370
  nChanged 5
		SP:Iteration 77Q (30260.010000 sec): 3 clusters
  Score: Raw -1054376.166176 + Penalty 2960.667533 = -1051415.498642
  nChanged 6
		SP:Iteration 78Q (30260.280000 sec): 3 clusters
  Score: Raw -1054376.995838 + Penalty 2960.667533 = -1051416.328305
  nChanged 5
		SP:Iteration 79Q (30260.530000 sec): 3 clusters
  Score: Raw -1054377.549176 + Penalty 2960.667533 = -1051416.881643
  nChanged 3
		SP:Iteration 80F (30260.780000 sec): 3 clusters
  Score: Raw -1054378.259093 + Penalty 2960.667533 = -1051417.591559
  nChanged 4
		SP:Iteration 81Q (30260.990000 sec): 3 clusters
  Score: Raw -1054378.920323 + Penalty 2960.667533 = -1051418.252789
  nChanged 2
		SP:Iteration 82Q (30261.230000 sec): 3 clusters
  Score: Raw -1054379.146132 + Penalty 2960.667533 = -1051418.478599
  nChanged 2
		SP:Iteration 83Q (30261.480000 sec): 3 clusters
  Score: Raw -1054379.305530 + Penalty 2960.667533 = -1051418.637996
  nChanged 1
		SP:Iteration 84Q (30261.710000 sec): 3 clusters
  Score: Raw -1054379.464847 + Penalty 2960.667533 = -1051418.797314
  nChanged 2
		SP:Iteration 85Q (30261.890000 sec): 3 clusters
  Score: Raw -1054379.643970 + Penalty 2960.667533 = -1051418.976436
  nChanged 2
		SP:Iteration 86Q (30262.090000 sec): 3 clusters
  Score: Raw -1054379.817987 + Penalty 2960.667533 = -1051419.150453
  nChanged 3
		SP:Iteration 87Q (30262.320000 sec): 3 clusters
  Score: Raw -1054380.579358 + Penalty 2960.667533 = -1051419.911824
  nChanged 3
		SP:Iteration 88Q (30262.550000 sec): 3 clusters
  Score: Raw -1054381.160806 + Penalty 2960.667533 = -1051420.493273
  nChanged 3
		SP:Iteration 89Q (30262.780000 sec): 3 clusters
  Score: Raw -1054381.902908 + Penalty 2960.667533 = -1051421.235374
  nChanged 3
		SP:Iteration 90Q (30262.970000 sec): 3 clusters
  Score: Raw -1054382.493692 + Penalty 2960.667533 = -1051421.826158
  nChanged 5
		SP:Iteration 91Q (30263.180000 sec): 3 clusters
  Score: Raw -1054383.090067 + Penalty 2960.667533 = -1051422.422533
  nChanged 1
		SP:Iteration 92Q (30263.430000 sec): 3 clusters
  Score: Raw -1054383.146399 + Penalty 2960.667533 = -1051422.478866
  nChanged 0
		SP:Iteration 93F (30263.630000 sec): 3 clusters
  Score: Raw -1054383.146399 + Penalty 2960.667533 = -1051422.478866
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30263.770000 sec): 2 clusters
  Score: Raw -695366.231977 + Penalty 1406.075529 = -693960.156448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30264.050000 sec): 3 clusters
  Score: Raw -692352.172436 + Penalty 2812.151058 = -689540.021378
  nChanged 2330
		SP:Iteration 1F (30264.280000 sec): 3 clusters
  Score: Raw -693618.458590 + Penalty 2812.151058 = -690806.307532
  nChanged 393
		SP:Iteration 2F (30264.470000 sec): 3 clusters
  Score: Raw -693825.137584 + Penalty 2812.151058 = -691012.986526
  nChanged 331
		SP:Iteration 3F (30264.630000 sec): 3 clusters
  Score: Raw -693987.289859 + Penalty 2812.151058 = -691175.138801
  nChanged 261
		SP:Iteration 4Q (30264.840000 sec): 3 clusters
  Score: Raw -694111.384276 + Penalty 2812.151058 = -691299.233218
  nChanged 230
		SP:Iteration 5Q (30265.040000 sec): 3 clusters
  Score: Raw -694228.086687 + Penalty 2812.151058 = -691415.935629
  nChanged 226
		SP:Iteration 6Q (30265.190000 sec): 3 clusters
  Score: Raw -694353.932978 + Penalty 2812.151058 = -691541.781921
  nChanged 260
		SP:Iteration 7Q (30265.400000 sec): 3 clusters
  Score: Raw -694528.551945 + Penalty 2812.151058 = -691716.400888
  nChanged 289
		SP:Iteration 8F (30265.570000 sec): 3 clusters
  Score: Raw -694730.804480 + Penalty 2812.151058 = -691918.653422
  nChanged 251
		SP:Iteration 9Q (30265.760000 sec): 3 clusters
  Score: Raw -694907.534579 + Penalty 2812.151058 = -692095.383521
  nChanged 218
		SP:Iteration 10Q (30265.950000 sec): 3 clusters
  Score: Raw -695058.661129 + Penalty 2812.151058 = -692246.510071
  nChanged 180
		SP:Iteration 11Q (30266.150000 sec): 3 clusters
  Score: Raw -695183.508896 + Penalty 2812.151058 = -692371.357838
  nChanged 151
		SP:Iteration 12Q (30266.350000 sec): 3 clusters
  Score: Raw -695293.677914 + Penalty 2812.151058 = -692481.526856
  nChanged 139
		SP:Iteration 13Q (30266.530000 sec): 3 clusters
  Score: Raw -695381.642762 + Penalty 2812.151058 = -692569.491704
  nChanged 121
		SP:Iteration 14Q (30266.730000 sec): 3 clusters
  Score: Raw -695449.428689 + Penalty 2812.151058 = -692637.277631
  nChanged 99
		SP:Iteration 15Q (30266.930000 sec): 3 clusters
  Score: Raw -695505.333400 + Penalty 2812.151058 = -692693.182342
  nChanged 63
		SP:Iteration 16Q (30267.110000 sec): 3 clusters
  Score: Raw -695535.353939 + Penalty 2812.151058 = -692723.202881
  nChanged 48
		SP:Iteration 17Q (30267.290000 sec): 3 clusters
  Score: Raw -695556.554134 + Penalty 2812.151058 = -692744.403076
  nChanged 40
		SP:Iteration 18Q (30267.500000 sec): 3 clusters
  Score: Raw -695578.518506 + Penalty 2812.151058 = -692766.367448
  nChanged 43
		SP:Iteration 19Q (30267.730000 sec): 3 clusters
  Score: Raw -695597.490841 + Penalty 2812.151058 = -692785.339783
  nChanged 25
		SP:Iteration 20F (30267.970000 sec): 3 clusters
  Score: Raw -695605.019542 + Penalty 2812.151058 = -692792.868484
  nChanged 15
		SP:Iteration 21Q (30268.140000 sec): 3 clusters
  Score: Raw -695610.134187 + Penalty 2812.151058 = -692797.983129
  nChanged 13
		SP:Iteration 22Q (30268.310000 sec): 3 clusters
  Score: Raw -695613.342941 + Penalty 2812.151058 = -692801.191883
  nChanged 9
		SP:Iteration 23Q (30268.490000 sec): 3 clusters
  Score: Raw -695616.538137 + Penalty 2812.151058 = -692804.387079
  nChanged 9
		SP:Iteration 24Q (30268.670000 sec): 3 clusters
  Score: Raw -695619.703641 + Penalty 2812.151058 = -692807.552584
  nChanged 10
		SP:Iteration 25Q (30268.850000 sec): 3 clusters
  Score: Raw -695623.828832 + Penalty 2812.151058 = -692811.677775
  nChanged 8
		SP:Iteration 26Q (30269.020000 sec): 3 clusters
  Score: Raw -695626.013435 + Penalty 2812.151058 = -692813.862378
  nChanged 4
		SP:Iteration 27Q (30269.220000 sec): 3 clusters
  Score: Raw -695627.207753 + Penalty 2812.151058 = -692815.056695
  nChanged 3
		SP:Iteration 28Q (30269.420000 sec): 3 clusters
  Score: Raw -695628.247219 + Penalty 2812.151058 = -692816.096161
  nChanged 4
		SP:Iteration 29Q (30269.620000 sec): 3 clusters
  Score: Raw -695629.501505 + Penalty 2812.151058 = -692817.350447
  nChanged 0
		SP:Iteration 30F (30269.800000 sec): 3 clusters
  Score: Raw -695629.501505 + Penalty 2812.151058 = -692817.350447
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30269.970000 sec): 2 clusters
  Score: Raw -66735.514661 + Penalty 1027.999289 = -65707.515372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30270.120000 sec): 3 clusters
  Score: Raw -66717.654819 + Penalty 2055.998579 = -64661.656240
  nChanged 133
		SP:Iteration 1F (30270.340000 sec): 3 clusters
  Score: Raw -66912.735754 + Penalty 2055.998579 = -64856.737175
  nChanged 48
		SP:Iteration 2F (30270.490000 sec): 3 clusters
  Score: Raw -66997.458768 + Penalty 2055.998579 = -64941.460189
  nChanged 39
		SP:Iteration 3F (30270.660000 sec): 3 clusters
  Score: Raw -67125.879979 + Penalty 2055.998579 = -65069.881401
  nChanged 41
		SP:Iteration 4F (30270.810000 sec): 3 clusters
  Score: Raw -67333.250590 + Penalty 2055.998579 = -65277.252011
  nChanged 35
		SP:Iteration 5F (30270.960000 sec): 3 clusters
  Score: Raw -67434.951308 + Penalty 2055.998579 = -65378.952729
  nChanged 19
		SP:Iteration 6Q (30271.160000 sec): 3 clusters
  Score: Raw -67481.241288 + Penalty 2055.998579 = -65425.242709
  nChanged 7
		SP:Iteration 7Q (30271.310000 sec): 3 clusters
  Score: Raw -67505.217798 + Penalty 2055.998579 = -65449.219220
  nChanged 8
		SP:Iteration 8Q (30271.490000 sec): 3 clusters
  Score: Raw -67525.219020 + Penalty 2055.998579 = -65469.220441
  nChanged 6
		SP:Iteration 9Q (30271.670000 sec): 3 clusters
  Score: Raw -67536.248702 + Penalty 2055.998579 = -65480.250123
  nChanged 5
		SP:Iteration 10Q (30271.840000 sec): 3 clusters
  Score: Raw -67544.368337 + Penalty 2055.998579 = -65488.369758
  nChanged 1
		SP:Iteration 11Q (30271.990000 sec): 3 clusters
  Score: Raw -67545.505139 + Penalty 2055.998579 = -65489.506560
  nChanged 0
		SP:Iteration 12F (30272.150000 sec): 3 clusters
  Score: Raw -67545.505139 + Penalty 2055.998579 = -65489.506560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30272.370000 sec): 2 clusters
  Score: Raw -2189123.651798 + Penalty 1605.643651 = -2187518.008147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30272.710000 sec): 3 clusters
  Score: Raw -2177378.601363 + Penalty 3211.287302 = -2174167.314061
  nChanged 8784
		SP:Iteration 1F (30272.990000 sec): 3 clusters
  Score: Raw -2182306.700019 + Penalty 3211.287302 = -2179095.412717
  nChanged 1146
		SP:Iteration 2F (30273.260000 sec): 3 clusters
  Score: Raw -2182932.920675 + Penalty 3211.287302 = -2179721.633373
  nChanged 1182
		SP:Iteration 3F (30273.570000 sec): 3 clusters
  Score: Raw -2183635.213754 + Penalty 3211.287302 = -2180423.926452
  nChanged 1269
		SP:Iteration 4F (30273.870000 sec): 3 clusters
  Score: Raw -2184386.018314 + Penalty 3211.287302 = -2181174.731012
  nChanged 1169
		SP:Iteration 5F (30274.130000 sec): 3 clusters
  Score: Raw -2185032.956268 + Penalty 3211.287302 = -2181821.668966
  nChanged 1043
		SP:Iteration 6F (30274.420000 sec): 3 clusters
  Score: Raw -2185550.707180 + Penalty 3211.287302 = -2182339.419878
  nChanged 918
		SP:Iteration 7Q (30274.800000 sec): 3 clusters
  Score: Raw -2185962.442732 + Penalty 3211.287302 = -2182751.155430
  nChanged 766
		SP:Iteration 8Q (30275.110000 sec): 3 clusters
  Score: Raw -2186288.872760 + Penalty 3211.287302 = -2183077.585458
  nChanged 681
		SP:Iteration 9Q (30275.350000 sec): 3 clusters
  Score: Raw -2186584.766454 + Penalty 3211.287302 = -2183373.479152
  nChanged 640
		SP:Iteration 10Q (30275.700000 sec): 3 clusters
  Score: Raw -2186849.196336 + Penalty 3211.287302 = -2183637.909034
  nChanged 543
		SP:Iteration 11Q (30275.970000 sec): 3 clusters
  Score: Raw -2187067.510282 + Penalty 3211.287302 = -2183856.222980
  nChanged 509
		SP:Iteration 12Q (30276.250000 sec): 3 clusters
  Score: Raw -2187261.421804 + Penalty 3211.287302 = -2184050.134501
  nChanged 441
		SP:Iteration 13Q (30276.540000 sec): 3 clusters
  Score: Raw -2187432.893241 + Penalty 3211.287302 = -2184221.605939
  nChanged 382
		SP:Iteration 14Q (30276.770000 sec): 3 clusters
  Score: Raw -2187573.817015 + Penalty 3211.287302 = -2184362.529713
  nChanged 289
		SP:Iteration 15Q (30277.060000 sec): 3 clusters
  Score: Raw -2187671.109829 + Penalty 3211.287302 = -2184459.822527
  nChanged 242
		SP:Iteration 16Q (30277.320000 sec): 3 clusters
  Score: Raw -2187743.069989 + Penalty 3211.287302 = -2184531.782687
  nChanged 214
		SP:Iteration 17Q (30277.540000 sec): 3 clusters
  Score: Raw -2187790.046509 + Penalty 3211.287302 = -2184578.759207
  nChanged 156
		SP:Iteration 18Q (30277.840000 sec): 3 clusters
  Score: Raw -2187827.720681 + Penalty 3211.287302 = -2184616.433379
  nChanged 166
		SP:Iteration 19Q (30278.110000 sec): 3 clusters
  Score: Raw -2187865.881117 + Penalty 3211.287302 = -2184654.593815
  nChanged 168
		SP:Iteration 20F (30278.380000 sec): 3 clusters
  Score: Raw -2187902.424604 + Penalty 3211.287302 = -2184691.137302
  nChanged 152
		SP:Iteration 21Q (30278.660000 sec): 3 clusters
  Score: Raw -2187931.315697 + Penalty 3211.287302 = -2184720.028395
  nChanged 129
		SP:Iteration 22Q (30278.930000 sec): 3 clusters
  Score: Raw -2187951.722048 + Penalty 3211.287302 = -2184740.434746
  nChanged 102
		SP:Iteration 23Q (30279.220000 sec): 3 clusters
  Score: Raw -2187964.344156 + Penalty 3211.287302 = -2184753.056854
  nChanged 88
		SP:Iteration 24Q (30279.530000 sec): 3 clusters
  Score: Raw -2187978.093638 + Penalty 3211.287302 = -2184766.806336
  nChanged 86
		SP:Iteration 25Q (30279.780000 sec): 3 clusters
  Score: Raw -2187990.525519 + Penalty 3211.287302 = -2184779.238217
  nChanged 81
		SP:Iteration 26Q (30280.130000 sec): 3 clusters
  Score: Raw -2188002.348433 + Penalty 3211.287302 = -2184791.061131
  nChanged 81
		SP:Iteration 27Q (30280.440000 sec): 3 clusters
  Score: Raw -2188012.808613 + Penalty 3211.287302 = -2184801.521311
  nChanged 67
		SP:Iteration 28Q (30280.700000 sec): 3 clusters
  Score: Raw -2188020.683369 + Penalty 3211.287302 = -2184809.396067
  nChanged 73
		SP:Iteration 29Q (30281.020000 sec): 3 clusters
  Score: Raw -2188029.077090 + Penalty 3211.287302 = -2184817.789788
  nChanged 57
		SP:Iteration 30Q (30281.250000 sec): 3 clusters
  Score: Raw -2188035.633231 + Penalty 3211.287302 = -2184824.345929
  nChanged 51
		SP:Iteration 31Q (30281.560000 sec): 3 clusters
  Score: Raw -2188041.019748 + Penalty 3211.287302 = -2184829.732446
  nChanged 47
		SP:Iteration 32Q (30281.820000 sec): 3 clusters
  Score: Raw -2188046.755376 + Penalty 3211.287302 = -2184835.468074
  nChanged 51
		SP:Iteration 33Q (30282.100000 sec): 3 clusters
  Score: Raw -2188053.185469 + Penalty 3211.287302 = -2184841.898167
  nChanged 51
		SP:Iteration 34Q (30282.340000 sec): 3 clusters
  Score: Raw -2188060.850687 + Penalty 3211.287302 = -2184849.563384
  nChanged 58
		SP:Iteration 35Q (30282.670000 sec): 3 clusters
  Score: Raw -2188069.087820 + Penalty 3211.287302 = -2184857.800518
  nChanged 57
		SP:Iteration 36Q (30283.030000 sec): 3 clusters
  Score: Raw -2188076.659347 + Penalty 3211.287302 = -2184865.372045
  nChanged 56
		SP:Iteration 37Q (30283.310000 sec): 3 clusters
  Score: Raw -2188084.043086 + Penalty 3211.287302 = -2184872.755784
  nChanged 67
		SP:Iteration 38Q (30283.600000 sec): 3 clusters
  Score: Raw -2188095.282744 + Penalty 3211.287302 = -2184883.995442
  nChanged 99
		SP:Iteration 39Q (30283.900000 sec): 3 clusters
  Score: Raw -2188116.723062 + Penalty 3211.287302 = -2184905.435760
  nChanged 116
		SP:Iteration 40F (30284.210000 sec): 3 clusters
  Score: Raw -2188141.741196 + Penalty 3211.287302 = -2184930.453894
  nChanged 122
		SP:Iteration 41Q (30284.530000 sec): 3 clusters
  Score: Raw -2188168.439529 + Penalty 3211.287302 = -2184957.152227
  nChanged 125
		SP:Iteration 42Q (30284.830000 sec): 3 clusters
  Score: Raw -2188197.255798 + Penalty 3211.287302 = -2184985.968496
  nChanged 135
		SP:Iteration 43Q (30285.120000 sec): 3 clusters
  Score: Raw -2188230.288030 + Penalty 3211.287302 = -2185019.000728
  nChanged 140
		SP:Iteration 44Q (30285.420000 sec): 3 clusters
  Score: Raw -2188271.229033 + Penalty 3211.287302 = -2185059.941731
  nChanged 169
		SP:Iteration 45Q (30285.690000 sec): 3 clusters
  Score: Raw -2188319.838921 + Penalty 3211.287302 = -2185108.551619
  nChanged 169
		SP:Iteration 46Q (30286.040000 sec): 3 clusters
  Score: Raw -2188371.879286 + Penalty 3211.287302 = -2185160.591983
  nChanged 152
		SP:Iteration 47Q (30286.350000 sec): 3 clusters
  Score: Raw -2188422.733791 + Penalty 3211.287302 = -2185211.446489
  nChanged 163
		SP:Iteration 48Q (30286.680000 sec): 3 clusters
  Score: Raw -2188486.260217 + Penalty 3211.287302 = -2185274.972915
  nChanged 186
		SP:Iteration 49Q (30287.050000 sec): 3 clusters
  Score: Raw -2188560.370546 + Penalty 3211.287302 = -2185349.083244
  nChanged 173
		SP:Iteration 50Q (30287.330000 sec): 3 clusters
  Score: Raw -2188617.428959 + Penalty 3211.287302 = -2185406.141657
  nChanged 156
		SP:Iteration 51Q (30287.640000 sec): 3 clusters
  Score: Raw -2188665.252544 + Penalty 3211.287302 = -2185453.965242
  nChanged 151
		SP:Iteration 52Q (30287.950000 sec): 3 clusters
  Score: Raw -2188713.523416 + Penalty 3211.287302 = -2185502.236114
  nChanged 152
		SP:Iteration 53Q (30288.220000 sec): 3 clusters
  Score: Raw -2188765.664245 + Penalty 3211.287302 = -2185554.376943
  nChanged 159
		SP:Iteration 54Q (30288.570000 sec): 3 clusters
  Score: Raw -2188819.272060 + Penalty 3211.287302 = -2185607.984758
  nChanged 149
		SP:Iteration 55Q (30288.850000 sec): 3 clusters
  Score: Raw -2188871.543546 + Penalty 3211.287302 = -2185660.256244
  nChanged 156
		SP:Iteration 56Q (30289.130000 sec): 3 clusters
  Score: Raw -2188923.714682 + Penalty 3211.287302 = -2185712.427380
  nChanged 148
		SP:Iteration 57Q (30289.380000 sec): 3 clusters
  Score: Raw -2188982.357714 + Penalty 3211.287302 = -2185771.070412
  nChanged 151
		SP:Iteration 58Q (30289.670000 sec): 3 clusters
  Score: Raw -2189039.164341 + Penalty 3211.287302 = -2185827.877039
  nChanged 138
		SP:Iteration 59Q (30289.980000 sec): 3 clusters
  Score: Raw -2189087.827248 + Penalty 3211.287302 = -2185876.539946
  nChanged 139
		SP:Iteration 60F (30290.290000 sec): 3 clusters
  Score: Raw -2189139.080246 + Penalty 3211.287302 = -2185927.792944
  nChanged 131
		SP:Iteration 61Q (30290.590000 sec): 3 clusters
  Score: Raw -2189183.084973 + Penalty 3211.287302 = -2185971.797671
  nChanged 120
		SP:Iteration 62Q (30290.830000 sec): 3 clusters
  Score: Raw -2189228.711862 + Penalty 3211.287302 = -2186017.424560
  nChanged 104
		SP:Iteration 63Q (30291.130000 sec): 3 clusters
  Score: Raw -2189276.293279 + Penalty 3211.287302 = -2186065.005977
  nChanged 115
		SP:Iteration 64Q (30291.480000 sec): 3 clusters
  Score: Raw -2189329.565072 + Penalty 3211.287302 = -2186118.277770
  nChanged 117
		SP:Iteration 65Q (30291.770000 sec): 3 clusters
  Score: Raw -2189388.217751 + Penalty 3211.287302 = -2186176.930449
  nChanged 115
		SP:Iteration 66Q (30292.050000 sec): 3 clusters
  Score: Raw -2189437.069202 + Penalty 3211.287302 = -2186225.781900
  nChanged 88
		SP:Iteration 67Q (30292.300000 sec): 3 clusters
  Score: Raw -2189477.007518 + Penalty 3211.287302 = -2186265.720215
  nChanged 94
		SP:Iteration 68Q (30292.570000 sec): 3 clusters
  Score: Raw -2189520.409011 + Penalty 3211.287302 = -2186309.121709
  nChanged 92
		SP:Iteration 69Q (30292.830000 sec): 3 clusters
  Score: Raw -2189554.410135 + Penalty 3211.287302 = -2186343.122833
  nChanged 85
		SP:Iteration 70Q (30293.100000 sec): 3 clusters
  Score: Raw -2189592.187112 + Penalty 3211.287302 = -2186380.899810
  nChanged 73
		SP:Iteration 71Q (30293.350000 sec): 3 clusters
  Score: Raw -2189624.306086 + Penalty 3211.287302 = -2186413.018784
  nChanged 63
		SP:Iteration 72Q (30293.630000 sec): 3 clusters
  Score: Raw -2189652.286464 + Penalty 3211.287302 = -2186440.999162
  nChanged 58
		SP:Iteration 73Q (30293.950000 sec): 3 clusters
  Score: Raw -2189676.196316 + Penalty 3211.287302 = -2186464.909014
  nChanged 58
		SP:Iteration 74Q (30294.250000 sec): 3 clusters
  Score: Raw -2189697.911825 + Penalty 3211.287302 = -2186486.624523
  nChanged 56
		SP:Iteration 75Q (30294.580000 sec): 3 clusters
  Score: Raw -2189715.521384 + Penalty 3211.287302 = -2186504.234082
  nChanged 40
		SP:Iteration 76Q (30294.920000 sec): 3 clusters
  Score: Raw -2189727.799390 + Penalty 3211.287302 = -2186516.512088
  nChanged 44
		SP:Iteration 77Q (30295.210000 sec): 3 clusters
  Score: Raw -2189741.318312 + Penalty 3211.287302 = -2186530.031010
  nChanged 32
		SP:Iteration 78Q (30295.520000 sec): 3 clusters
  Score: Raw -2189752.078911 + Penalty 3211.287302 = -2186540.791609
  nChanged 27
		SP:Iteration 79Q (30295.710000 sec): 3 clusters
  Score: Raw -2189760.859083 + Penalty 3211.287302 = -2186549.571781
  nChanged 29
		SP:Iteration 80F (30296.020000 sec): 3 clusters
  Score: Raw -2189770.106573 + Penalty 3211.287302 = -2186558.819271
  nChanged 21
		SP:Iteration 81Q (30296.290000 sec): 3 clusters
  Score: Raw -2189776.246065 + Penalty 3211.287302 = -2186564.958763
  nChanged 17
		SP:Iteration 82Q (30296.510000 sec): 3 clusters
  Score: Raw -2189783.507834 + Penalty 3211.287302 = -2186572.220532
  nChanged 13
		SP:Iteration 83Q (30296.790000 sec): 3 clusters
  Score: Raw -2189788.255333 + Penalty 3211.287302 = -2186576.968031
  nChanged 15
		SP:Iteration 84Q (30297.040000 sec): 3 clusters
  Score: Raw -2189794.478645 + Penalty 3211.287302 = -2186583.191343
  nChanged 22
		SP:Iteration 85Q (30297.290000 sec): 3 clusters
  Score: Raw -2189802.047104 + Penalty 3211.287302 = -2186590.759802
  nChanged 12
		SP:Iteration 86Q (30297.670000 sec): 3 clusters
  Score: Raw -2189806.576079 + Penalty 3211.287302 = -2186595.288777
  nChanged 16
		SP:Iteration 87Q (30297.970000 sec): 3 clusters
  Score: Raw -2189810.859798 + Penalty 3211.287302 = -2186599.572496
  nChanged 15
		SP:Iteration 88Q (30298.220000 sec): 3 clusters
  Score: Raw -2189815.996515 + Penalty 3211.287302 = -2186604.709213
  nChanged 10
		SP:Iteration 89Q (30298.520000 sec): 3 clusters
  Score: Raw -2189818.511551 + Penalty 3211.287302 = -2186607.224249
  nChanged 10
		SP:Iteration 90Q (30298.780000 sec): 3 clusters
  Score: Raw -2189820.223600 + Penalty 3211.287302 = -2186608.936298
  nChanged 5
		SP:Iteration 91Q (30299.040000 sec): 3 clusters
  Score: Raw -2189821.346303 + Penalty 3211.287302 = -2186610.059001
  nChanged 3
		SP:Iteration 92Q (30299.280000 sec): 3 clusters
  Score: Raw -2189821.789821 + Penalty 3211.287302 = -2186610.502519
  nChanged 2
		SP:Iteration 93Q (30299.610000 sec): 3 clusters
  Score: Raw -2189822.860134 + Penalty 3211.287302 = -2186611.572832
  nChanged 5
		SP:Iteration 94Q (30299.930000 sec): 3 clusters
  Score: Raw -2189823.812416 + Penalty 3211.287302 = -2186612.525114
  nChanged 3
		SP:Iteration 95Q (30300.230000 sec): 3 clusters
  Score: Raw -2189824.358236 + Penalty 3211.287302 = -2186613.070934
  nChanged 1
		SP:Iteration 96Q (30300.530000 sec): 3 clusters
  Score: Raw -2189824.576177 + Penalty 3211.287302 = -2186613.288875
  nChanged 3
		SP:Iteration 97Q (30300.840000 sec): 3 clusters
  Score: Raw -2189825.518124 + Penalty 3211.287302 = -2186614.230822
  nChanged 4
		SP:Iteration 98Q (30301.110000 sec): 3 clusters
  Score: Raw -2189826.141687 + Penalty 3211.287302 = -2186614.854385
  nChanged 2
		SP:Iteration 99Q (30301.330000 sec): 3 clusters
  Score: Raw -2189826.651427 + Penalty 3211.287302 = -2186615.364125
  nChanged 1
		SP:Iteration 100F (30301.600000 sec): 3 clusters
  Score: Raw -2189826.744015 + Penalty 3211.287302 = -2186615.456713
  nChanged 1
		SP:Iteration 101Q (30301.880000 sec): 3 clusters
  Score: Raw -2189827.138920 + Penalty 3211.287302 = -2186615.851618
  nChanged 3
		SP:Iteration 102Q (30302.100000 sec): 3 clusters
  Score: Raw -2189827.543426 + Penalty 3211.287302 = -2186616.256124
  nChanged 3
		SP:Iteration 103Q (30302.360000 sec): 3 clusters
  Score: Raw -2189827.961820 + Penalty 3211.287302 = -2186616.674518
  nChanged 2
		SP:Iteration 104Q (30302.540000 sec): 3 clusters
  Score: Raw -2189828.191414 + Penalty 3211.287302 = -2186616.904112
  nChanged 2
		SP:Iteration 105Q (30302.810000 sec): 3 clusters
  Score: Raw -2189828.826818 + Penalty 3211.287302 = -2186617.539516
  nChanged 2
		SP:Iteration 106Q (30303.050000 sec): 3 clusters
  Score: Raw -2189829.132127 + Penalty 3211.287302 = -2186617.844825
  nChanged 1
		SP:Iteration 107Q (30303.300000 sec): 3 clusters
  Score: Raw -2189829.531127 + Penalty 3211.287302 = -2186618.243825
  nChanged 3
		SP:Iteration 108Q (30303.500000 sec): 3 clusters
  Score: Raw -2189830.728992 + Penalty 3211.287302 = -2186619.441690
  nChanged 0
		SP:Iteration 109F (30303.800000 sec): 3 clusters
  Score: Raw -2189830.728992 + Penalty 3211.287302 = -2186619.441690
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30303.900000 sec): 2 clusters
  Score: Raw -25110.109508 + Penalty 882.268665 = -24227.840843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30304.140000 sec): 3 clusters
  Score: Raw -25229.831163 + Penalty 1764.537329 = -23465.293834
  nChanged 38
		SP:Iteration 1F (30304.360000 sec): 3 clusters
  Score: Raw -25317.381954 + Penalty 1764.537329 = -23552.844625
  nChanged 7
		SP:Iteration 2Q (30304.540000 sec): 3 clusters
  Score: Raw -25347.418415 + Penalty 1764.537329 = -23582.881086
  nChanged 4
		SP:Iteration 3Q (30304.720000 sec): 3 clusters
  Score: Raw -25361.017163 + Penalty 1764.537329 = -23596.479834
  nChanged 2
		SP:Iteration 4Q (30304.910000 sec): 3 clusters
  Score: Raw -25376.545628 + Penalty 1764.537329 = -23612.008299
  nChanged 0
		SP:Iteration 5F (30305.100000 sec): 3 clusters
  Score: Raw -25376.545628 + Penalty 1764.537329 = -23612.008299
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30305.220000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30305.400000 sec): 3 clusters
  Score: Raw -15058.246032 + Penalty 1641.203202 = -13417.042829
  nChanged 18
		SP:Iteration 1F (30305.540000 sec): 3 clusters
  Score: Raw -15140.237026 + Penalty 1641.203202 = -13499.033823
  nChanged 4
		SP:Iteration 2Q (30305.680000 sec): 3 clusters
  Score: Raw -15154.499449 + Penalty 1641.203202 = -13513.296247
  nChanged 2
		SP:Iteration 3Q (30305.830000 sec): 3 clusters
  Score: Raw -15159.974128 + Penalty 1641.203202 = -13518.770925
  nChanged 1
		SP:Iteration 4Q (30305.980000 sec): 3 clusters
  Score: Raw -15164.337907 + Penalty 1641.203202 = -13523.134705
  nChanged 0
		SP:Iteration 5F (30306.120000 sec): 3 clusters
  Score: Raw -15164.337907 + Penalty 1641.203202 = -13523.134705
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (17760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30306.310000 sec): 2 clusters
  Score: Raw -2186516.569841 + Penalty 1590.014403 = -2184926.555439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30306.600000 sec): 3 clusters
  Score: Raw -2175859.086364 + Penalty 3180.028805 = -2172679.057559
  nChanged 7936
		SP:Iteration 1F (30306.870000 sec): 3 clusters
  Score: Raw -2180298.728099 + Penalty 3180.028805 = -2177118.699293
  nChanged 1038
		SP:Iteration 2F (30307.140000 sec): 3 clusters
  Score: Raw -2180778.387234 + Penalty 3180.028805 = -2177598.358429
  nChanged 1005
		SP:Iteration 3F (30307.380000 sec): 3 clusters
  Score: Raw -2181267.043255 + Penalty 3180.028805 = -2178087.014449
  nChanged 970
		SP:Iteration 4F (30307.700000 sec): 3 clusters
  Score: Raw -2181773.858165 + Penalty 3180.028805 = -2178593.829360
  nChanged 979
		SP:Iteration 5F (30307.990000 sec): 3 clusters
  Score: Raw -2182290.082885 + Penalty 3180.028805 = -2179110.054080
  nChanged 918
		SP:Iteration 6F (30308.270000 sec): 3 clusters
  Score: Raw -2182737.872079 + Penalty 3180.028805 = -2179557.843274
  nChanged 785
		SP:Iteration 7Q (30308.580000 sec): 3 clusters
  Score: Raw -2183067.365765 + Penalty 3180.028805 = -2179887.336960
  nChanged 639
		SP:Iteration 8Q (30308.850000 sec): 3 clusters
  Score: Raw -2183307.268909 + Penalty 3180.028805 = -2180127.240104
  nChanged 516
		SP:Iteration 9Q (30309.190000 sec): 3 clusters
  Score: Raw -2183476.111424 + Penalty 3180.028805 = -2180296.082618
  nChanged 428
		SP:Iteration 10Q (30309.420000 sec): 3 clusters
  Score: Raw -2183615.515981 + Penalty 3180.028805 = -2180435.487176
  nChanged 408
		SP:Iteration 11Q (30309.670000 sec): 3 clusters
  Score: Raw -2183754.363367 + Penalty 3180.028805 = -2180574.334562
  nChanged 418
		SP:Iteration 12Q (30309.920000 sec): 3 clusters
  Score: Raw -2183911.869715 + Penalty 3180.028805 = -2180731.840910
  nChanged 440
		SP:Iteration 13Q (30310.180000 sec): 3 clusters
  Score: Raw -2184095.635591 + Penalty 3180.028805 = -2180915.606785
  nChanged 493
		SP:Iteration 14Q (30310.500000 sec): 3 clusters
  Score: Raw -2184299.807435 + Penalty 3180.028805 = -2181119.778629
  nChanged 517
		SP:Iteration 15Q (30310.750000 sec): 3 clusters
  Score: Raw -2184530.491928 + Penalty 3180.028805 = -2181350.463123
  nChanged 545
		SP:Iteration 16Q (30311.010000 sec): 3 clusters
  Score: Raw -2184779.641076 + Penalty 3180.028805 = -2181599.612270
  nChanged 553
		SP:Iteration 17Q (30311.290000 sec): 3 clusters
  Score: Raw -2185055.058288 + Penalty 3180.028805 = -2181875.029482
  nChanged 531
		SP:Iteration 18Q (30311.550000 sec): 3 clusters
  Score: Raw -2185317.906688 + Penalty 3180.028805 = -2182137.877883
  nChanged 535
		SP:Iteration 19Q (30311.800000 sec): 3 clusters
  Score: Raw -2185588.951130 + Penalty 3180.028805 = -2182408.922325
  nChanged 487
		SP:Iteration 20F (30312.070000 sec): 3 clusters
  Score: Raw -2185839.488276 + Penalty 3180.028805 = -2182659.459470
  nChanged 395
		SP:Iteration 21Q (30312.290000 sec): 3 clusters
  Score: Raw -2186040.323472 + Penalty 3180.028805 = -2182860.294666
  nChanged 333
		SP:Iteration 22Q (30312.520000 sec): 3 clusters
  Score: Raw -2186218.044077 + Penalty 3180.028805 = -2183038.015272
  nChanged 290
		SP:Iteration 23Q (30312.760000 sec): 3 clusters
  Score: Raw -2186377.685681 + Penalty 3180.028805 = -2183197.656876
  nChanged 243
		SP:Iteration 24Q (30313.020000 sec): 3 clusters
  Score: Raw -2186511.297842 + Penalty 3180.028805 = -2183331.269037
  nChanged 196
		SP:Iteration 25Q (30313.280000 sec): 3 clusters
  Score: Raw -2186621.241071 + Penalty 3180.028805 = -2183441.212266
  nChanged 144
		SP:Iteration 26Q (30313.590000 sec): 3 clusters
  Score: Raw -2186701.450382 + Penalty 3180.028805 = -2183521.421577
  nChanged 104
		SP:Iteration 27Q (30313.820000 sec): 3 clusters
  Score: Raw -2186753.976753 + Penalty 3180.028805 = -2183573.947948
  nChanged 86
		SP:Iteration 28Q (30314.020000 sec): 3 clusters
  Score: Raw -2186797.378412 + Penalty 3180.028805 = -2183617.349607
  nChanged 71
		SP:Iteration 29Q (30314.310000 sec): 3 clusters
  Score: Raw -2186833.882615 + Penalty 3180.028805 = -2183653.853809
  nChanged 59
		SP:Iteration 30Q (30314.560000 sec): 3 clusters
  Score: Raw -2186863.291077 + Penalty 3180.028805 = -2183683.262272
  nChanged 50
		SP:Iteration 31Q (30314.800000 sec): 3 clusters
  Score: Raw -2186889.051668 + Penalty 3180.028805 = -2183709.022862
  nChanged 45
		SP:Iteration 32Q (30315.050000 sec): 3 clusters
  Score: Raw -2186907.248325 + Penalty 3180.028805 = -2183727.219519
  nChanged 32
		SP:Iteration 33Q (30315.300000 sec): 3 clusters
  Score: Raw -2186919.640805 + Penalty 3180.028805 = -2183739.612000
  nChanged 26
		SP:Iteration 34Q (30315.530000 sec): 3 clusters
  Score: Raw -2186930.490531 + Penalty 3180.028805 = -2183750.461726
  nChanged 22
		SP:Iteration 35Q (30315.750000 sec): 3 clusters
  Score: Raw -2186939.532448 + Penalty 3180.028805 = -2183759.503643
  nChanged 14
		SP:Iteration 36Q (30316.000000 sec): 3 clusters
  Score: Raw -2186945.009494 + Penalty 3180.028805 = -2183764.980689
  nChanged 15
		SP:Iteration 37Q (30316.250000 sec): 3 clusters
  Score: Raw -2186950.936376 + Penalty 3180.028805 = -2183770.907571
  nChanged 14
		SP:Iteration 38Q (30316.490000 sec): 3 clusters
  Score: Raw -2186956.942261 + Penalty 3180.028805 = -2183776.913456
  nChanged 13
		SP:Iteration 39Q (30316.760000 sec): 3 clusters
  Score: Raw -2186962.256050 + Penalty 3180.028805 = -2183782.227245
  nChanged 14
		SP:Iteration 40F (30317.030000 sec): 3 clusters
  Score: Raw -2186969.274767 + Penalty 3180.028805 = -2183789.245962
  nChanged 17
		SP:Iteration 41Q (30317.300000 sec): 3 clusters
  Score: Raw -2186978.566269 + Penalty 3180.028805 = -2183798.537463
  nChanged 14
		SP:Iteration 42Q (30317.550000 sec): 3 clusters
  Score: Raw -2186983.882141 + Penalty 3180.028805 = -2183803.853335
  nChanged 8
		SP:Iteration 43Q (30317.830000 sec): 3 clusters
  Score: Raw -2186986.803908 + Penalty 3180.028805 = -2183806.775103
  nChanged 8
		SP:Iteration 44Q (30318.040000 sec): 3 clusters
  Score: Raw -2186989.876557 + Penalty 3180.028805 = -2183809.847752
  nChanged 7
		SP:Iteration 45Q (30318.320000 sec): 3 clusters
  Score: Raw -2186992.739675 + Penalty 3180.028805 = -2183812.710869
  nChanged 8
		SP:Iteration 46Q (30318.600000 sec): 3 clusters
  Score: Raw -2186996.379359 + Penalty 3180.028805 = -2183816.350554
  nChanged 4
		SP:Iteration 47Q (30318.830000 sec): 3 clusters
  Score: Raw -2186997.341100 + Penalty 3180.028805 = -2183817.312295
  nChanged 2
		SP:Iteration 48Q (30319.120000 sec): 3 clusters
  Score: Raw -2186997.830790 + Penalty 3180.028805 = -2183817.801984
  nChanged 1
		SP:Iteration 49Q (30319.360000 sec): 3 clusters
  Score: Raw -2186998.159631 + Penalty 3180.028805 = -2183818.130825
  nChanged 1
		SP:Iteration 50Q (30319.550000 sec): 3 clusters
  Score: Raw -2186998.357395 + Penalty 3180.028805 = -2183818.328589
  nChanged 1
		SP:Iteration 51Q (30319.760000 sec): 3 clusters
  Score: Raw -2186999.014921 + Penalty 3180.028805 = -2183818.986116
  nChanged 1
		SP:Iteration 52Q (30320.060000 sec): 3 clusters
  Score: Raw -2186999.747690 + Penalty 3180.028805 = -2183819.718884
  nChanged 2
		SP:Iteration 53Q (30320.350000 sec): 3 clusters
  Score: Raw -2187000.601981 + Penalty 3180.028805 = -2183820.573176
  nChanged 0
		SP:Iteration 54F (30320.690000 sec): 3 clusters
  Score: Raw -2187000.601981 + Penalty 3180.028805 = -2183820.573176
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30320.770000 sec): 2 clusters
  Score: Raw -60470.344201 + Penalty 1025.656906 = -59444.687295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30320.940000 sec): 3 clusters
  Score: Raw -60400.926629 + Penalty 2051.313813 = -58349.612816
  nChanged 124
		SP:Iteration 1F (30321.160000 sec): 3 clusters
  Score: Raw -60561.247791 + Penalty 2051.313813 = -58509.933978
  nChanged 36
		SP:Iteration 2F (30321.330000 sec): 3 clusters
  Score: Raw -60620.805232 + Penalty 2051.313813 = -58569.491419
  nChanged 17
		SP:Iteration 3Q (30321.480000 sec): 3 clusters
  Score: Raw -60654.287463 + Penalty 2051.313813 = -58602.973650
  nChanged 15
		SP:Iteration 4Q (30321.650000 sec): 3 clusters
  Score: Raw -60676.433438 + Penalty 2051.313813 = -58625.119625
  nChanged 10
		SP:Iteration 5Q (30321.840000 sec): 3 clusters
  Score: Raw -60688.002612 + Penalty 2051.313813 = -58636.688799
  nChanged 7
		SP:Iteration 6Q (30322.000000 sec): 3 clusters
  Score: Raw -60696.314746 + Penalty 2051.313813 = -58645.000933
  nChanged 5
		SP:Iteration 7Q (30322.200000 sec): 3 clusters
  Score: Raw -60705.108591 + Penalty 2051.313813 = -58653.794778
  nChanged 3
		SP:Iteration 8Q (30322.430000 sec): 3 clusters
  Score: Raw -60708.016292 + Penalty 2051.313813 = -58656.702479
  nChanged 0
		SP:Iteration 9F (30322.590000 sec): 3 clusters
  Score: Raw -60708.016292 + Penalty 2051.313813 = -58656.702479
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30322.770000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30322.910000 sec): 3 clusters
  Score: Raw -61036.510642 + Penalty 2026.820117 = -59009.690525
  nChanged 117
		SP:Iteration 1F (30323.120000 sec): 3 clusters
  Score: Raw -61205.727431 + Penalty 2026.820117 = -59178.907314
  nChanged 34
		SP:Iteration 2F (30323.310000 sec): 3 clusters
  Score: Raw -61264.461664 + Penalty 2026.820117 = -59237.641547
  nChanged 14
		SP:Iteration 3Q (30323.510000 sec): 3 clusters
  Score: Raw -61286.036911 + Penalty 2026.820117 = -59259.216794
  nChanged 7
		SP:Iteration 4Q (30323.750000 sec): 3 clusters
  Score: Raw -61294.393246 + Penalty 2026.820117 = -59267.573130
  nChanged 7
		SP:Iteration 5Q (30323.910000 sec): 3 clusters
  Score: Raw -61305.027605 + Penalty 2026.820117 = -59278.207488
  nChanged 6
		SP:Iteration 6Q (30324.090000 sec): 3 clusters
  Score: Raw -61313.600784 + Penalty 2026.820117 = -59286.780668
  nChanged 2
		SP:Iteration 7Q (30324.220000 sec): 3 clusters
  Score: Raw -61314.935869 + Penalty 2026.820117 = -59288.115752
  nChanged 3
		SP:Iteration 8Q (30324.400000 sec): 3 clusters
  Score: Raw -61319.207199 + Penalty 2026.820117 = -59292.387082
  nChanged 1
		SP:Iteration 9Q (30324.610000 sec): 3 clusters
  Score: Raw -61319.705444 + Penalty 2026.820117 = -59292.885327
  nChanged 0
		SP:Iteration 10F (30324.790000 sec): 3 clusters
  Score: Raw -61319.705444 + Penalty 2026.820117 = -59292.885327
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30325.110000 sec): 2 clusters
  Score: Raw -4833041.861983 + Penalty 1720.795279 = -4831321.066704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30325.490000 sec): 3 clusters
  Score: Raw -4808241.297576 + Penalty 3441.590558 = -4804799.707018
  nChanged 18485
		SP:Iteration 1F (30325.880000 sec): 3 clusters
  Score: Raw -4818992.361495 + Penalty 3441.590558 = -4815550.770938
  nChanged 2068
		SP:Iteration 2F (30326.320000 sec): 3 clusters
  Score: Raw -4819916.315019 + Penalty 3441.590558 = -4816474.724461
  nChanged 2435
		SP:Iteration 3F (30326.650000 sec): 3 clusters
  Score: Raw -4821330.048758 + Penalty 3441.590558 = -4817888.458200
  nChanged 2864
		SP:Iteration 4F (30327.070000 sec): 3 clusters
  Score: Raw -4823318.231183 + Penalty 3441.590558 = -4819876.640625
  nChanged 3084
		SP:Iteration 5F (30327.440000 sec): 3 clusters
  Score: Raw -4825888.837963 + Penalty 3441.590558 = -4822447.247406
  nChanged 2824
		SP:Iteration 6F (30327.810000 sec): 3 clusters
  Score: Raw -4828380.849905 + Penalty 3441.590558 = -4824939.259347
  nChanged 2132
		SP:Iteration 7F (30328.200000 sec): 3 clusters
  Score: Raw -4830319.231570 + Penalty 3441.590558 = -4826877.641012
  nChanged 1443
		SP:Iteration 8Q (30328.580000 sec): 3 clusters
  Score: Raw -4831675.813123 + Penalty 3441.590558 = -4828234.222566
  nChanged 853
		SP:Iteration 9Q (30328.930000 sec): 3 clusters
  Score: Raw -4832449.096233 + Penalty 3441.590558 = -4829007.505676
  nChanged 497
		SP:Iteration 10Q (30329.290000 sec): 3 clusters
  Score: Raw -4832898.853554 + Penalty 3441.590558 = -4829457.262996
  nChanged 347
		SP:Iteration 11Q (30329.650000 sec): 3 clusters
  Score: Raw -4833183.041735 + Penalty 3441.590558 = -4829741.451177
  nChanged 235
		SP:Iteration 12Q (30329.970000 sec): 3 clusters
  Score: Raw -4833357.165378 + Penalty 3441.590558 = -4829915.574820
  nChanged 178
		SP:Iteration 13Q (30330.310000 sec): 3 clusters
  Score: Raw -4833477.503493 + Penalty 3441.590558 = -4830035.912935
  nChanged 130
		SP:Iteration 14Q (30330.650000 sec): 3 clusters
  Score: Raw -4833573.978723 + Penalty 3441.590558 = -4830132.388166
  nChanged 116
		SP:Iteration 15Q (30330.990000 sec): 3 clusters
  Score: Raw -4833653.774961 + Penalty 3441.590558 = -4830212.184404
  nChanged 86
		SP:Iteration 16Q (30331.310000 sec): 3 clusters
  Score: Raw -4833703.508650 + Penalty 3441.590558 = -4830261.918092
  nChanged 77
		SP:Iteration 17Q (30331.670000 sec): 3 clusters
  Score: Raw -4833737.646644 + Penalty 3441.590558 = -4830296.056086
  nChanged 60
		SP:Iteration 18Q (30332.020000 sec): 3 clusters
  Score: Raw -4833762.775517 + Penalty 3441.590558 = -4830321.184960
  nChanged 53
		SP:Iteration 19Q (30332.330000 sec): 3 clusters
  Score: Raw -4833786.383002 + Penalty 3441.590558 = -4830344.792445
  nChanged 44
		SP:Iteration 20F (30332.690000 sec): 3 clusters
  Score: Raw -4833804.035155 + Penalty 3441.590558 = -4830362.444597
  nChanged 36
		SP:Iteration 21Q (30333.040000 sec): 3 clusters
  Score: Raw -4833817.878946 + Penalty 3441.590558 = -4830376.288389
  nChanged 24
		SP:Iteration 22Q (30333.380000 sec): 3 clusters
  Score: Raw -4833825.572332 + Penalty 3441.590558 = -4830383.981775
  nChanged 27
		SP:Iteration 23Q (30333.700000 sec): 3 clusters
  Score: Raw -4833836.110938 + Penalty 3441.590558 = -4830394.520380
  nChanged 22
		SP:Iteration 24Q (30334.090000 sec): 3 clusters
  Score: Raw -4833842.520750 + Penalty 3441.590558 = -4830400.930192
  nChanged 12
		SP:Iteration 25Q (30334.420000 sec): 3 clusters
  Score: Raw -4833845.660009 + Penalty 3441.590558 = -4830404.069451
  nChanged 14
		SP:Iteration 26Q (30334.760000 sec): 3 clusters
  Score: Raw -4833848.716485 + Penalty 3441.590558 = -4830407.125927
  nChanged 4
		SP:Iteration 27Q (30335.150000 sec): 3 clusters
  Score: Raw -4833849.570918 + Penalty 3441.590558 = -4830407.980360
  nChanged 5
		SP:Iteration 28Q (30335.530000 sec): 3 clusters
  Score: Raw -4833850.854348 + Penalty 3441.590558 = -4830409.263790
  nChanged 3
		SP:Iteration 29Q (30335.850000 sec): 3 clusters
  Score: Raw -4833851.436171 + Penalty 3441.590558 = -4830409.845613
  nChanged 4
		SP:Iteration 30Q (30336.150000 sec): 3 clusters
  Score: Raw -4833851.941302 + Penalty 3441.590558 = -4830410.350744
  nChanged 2
		SP:Iteration 31Q (30336.510000 sec): 3 clusters
  Score: Raw -4833852.254200 + Penalty 3441.590558 = -4830410.663642
  nChanged 4
		SP:Iteration 32Q (30336.800000 sec): 3 clusters
  Score: Raw -4833853.090186 + Penalty 3441.590558 = -4830411.499628
  nChanged 1
		SP:Iteration 33Q (30337.100000 sec): 3 clusters
  Score: Raw -4833853.655941 + Penalty 3441.590558 = -4830412.065384
  nChanged 2
		SP:Iteration 34Q (30337.450000 sec): 3 clusters
  Score: Raw -4833854.989703 + Penalty 3441.590558 = -4830413.399145
  nChanged 5
		SP:Iteration 35Q (30337.800000 sec): 3 clusters
  Score: Raw -4833856.133927 + Penalty 3441.590558 = -4830414.543369
  nChanged 3
		SP:Iteration 36Q (30338.120000 sec): 3 clusters
  Score: Raw -4833856.828876 + Penalty 3441.590558 = -4830415.238318
  nChanged 3
		SP:Iteration 37Q (30338.510000 sec): 3 clusters
  Score: Raw -4833857.492486 + Penalty 3441.590558 = -4830415.901928
  nChanged 4
		SP:Iteration 38Q (30338.840000 sec): 3 clusters
  Score: Raw -4833858.334960 + Penalty 3441.590558 = -4830416.744403
  nChanged 0
		SP:Iteration 39F (30339.300000 sec): 3 clusters
  Score: Raw -4833858.334960 + Penalty 3441.590558 = -4830416.744403
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30339.450000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30339.670000 sec): 3 clusters
  Score: Raw -11354.943755 + Penalty 1547.706529 = -9807.237226
  nChanged 11
		SP:Iteration 1F (30339.850000 sec): 3 clusters
  Score: Raw -11399.228528 + Penalty 1547.706529 = -9851.521999
  nChanged 6
		SP:Iteration 2F (30339.990000 sec): 3 clusters
  Score: Raw -11446.595198 + Penalty 1547.706529 = -9898.888669
  nChanged 3
		SP:Iteration 3Q (30340.190000 sec): 3 clusters
  Score: Raw -11471.253167 + Penalty 1547.706529 = -9923.546638
  nChanged 0
		SP:Iteration 4F (30340.320000 sec): 3 clusters
  Score: Raw -11471.253167 + Penalty 1547.706529 = -9923.546638
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30340.510000 sec): 2 clusters
  Score: Raw -1690613.969326 + Penalty 1566.538658 = -1689047.430668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30340.810000 sec): 3 clusters
  Score: Raw -1681549.698471 + Penalty 3133.077316 = -1678416.621155
  nChanged 6866
		SP:Iteration 1F (30341.040000 sec): 3 clusters
  Score: Raw -1685317.131781 + Penalty 3133.077316 = -1682184.054465
  nChanged 909
		SP:Iteration 2F (30341.300000 sec): 3 clusters
  Score: Raw -1685742.297349 + Penalty 3133.077316 = -1682609.220033
  nChanged 867
		SP:Iteration 3F (30341.580000 sec): 3 clusters
  Score: Raw -1686221.458431 + Penalty 3133.077316 = -1683088.381115
  nChanged 932
		SP:Iteration 4F (30341.880000 sec): 3 clusters
  Score: Raw -1686766.035480 + Penalty 3133.077316 = -1683632.958164
  nChanged 919
		SP:Iteration 5F (30342.130000 sec): 3 clusters
  Score: Raw -1687322.632639 + Penalty 3133.077316 = -1684189.555323
  nChanged 841
		SP:Iteration 6F (30342.430000 sec): 3 clusters
  Score: Raw -1687883.192385 + Penalty 3133.077316 = -1684750.115068
  nChanged 846
		SP:Iteration 7F (30342.690000 sec): 3 clusters
  Score: Raw -1688401.693476 + Penalty 3133.077316 = -1685268.616160
  nChanged 671
		SP:Iteration 8Q (30342.960000 sec): 3 clusters
  Score: Raw -1688748.579468 + Penalty 3133.077316 = -1685615.502152
  nChanged 569
		SP:Iteration 9Q (30343.250000 sec): 3 clusters
  Score: Raw -1688975.510028 + Penalty 3133.077316 = -1685842.432712
  nChanged 398
		SP:Iteration 10Q (30343.520000 sec): 3 clusters
  Score: Raw -1689103.458489 + Penalty 3133.077316 = -1685970.381173
  nChanged 305
		SP:Iteration 11Q (30343.810000 sec): 3 clusters
  Score: Raw -1689185.371266 + Penalty 3133.077316 = -1686052.293950
  nChanged 223
		SP:Iteration 12Q (30344.050000 sec): 3 clusters
  Score: Raw -1689241.185630 + Penalty 3133.077316 = -1686108.108314
  nChanged 191
		SP:Iteration 13Q (30344.350000 sec): 3 clusters
  Score: Raw -1689283.642137 + Penalty 3133.077316 = -1686150.564821
  nChanged 171
		SP:Iteration 14Q (30344.640000 sec): 3 clusters
  Score: Raw -1689321.990037 + Penalty 3133.077316 = -1686188.912721
  nChanged 155
		SP:Iteration 15Q (30344.880000 sec): 3 clusters
  Score: Raw -1689357.064024 + Penalty 3133.077316 = -1686223.986708
  nChanged 153
		SP:Iteration 16Q (30345.180000 sec): 3 clusters
  Score: Raw -1689393.109386 + Penalty 3133.077316 = -1686260.032069
  nChanged 145
		SP:Iteration 17Q (30345.440000 sec): 3 clusters
  Score: Raw -1689423.727435 + Penalty 3133.077316 = -1686290.650118
  nChanged 132
		SP:Iteration 18Q (30345.740000 sec): 3 clusters
  Score: Raw -1689456.258101 + Penalty 3133.077316 = -1686323.180785
  nChanged 148
		SP:Iteration 19Q (30345.970000 sec): 3 clusters
  Score: Raw -1689495.206321 + Penalty 3133.077316 = -1686362.129005
  nChanged 189
		SP:Iteration 20F (30346.220000 sec): 3 clusters
  Score: Raw -1689542.013963 + Penalty 3133.077316 = -1686408.936647
  nChanged 176
		SP:Iteration 21Q (30346.510000 sec): 3 clusters
  Score: Raw -1689584.941536 + Penalty 3133.077316 = -1686451.864220
  nChanged 164
		SP:Iteration 22Q (30346.740000 sec): 3 clusters
  Score: Raw -1689627.000619 + Penalty 3133.077316 = -1686493.923302
  nChanged 142
		SP:Iteration 23Q (30347.000000 sec): 3 clusters
  Score: Raw -1689655.429921 + Penalty 3133.077316 = -1686522.352604
  nChanged 131
		SP:Iteration 24Q (30347.310000 sec): 3 clusters
  Score: Raw -1689681.607235 + Penalty 3133.077316 = -1686548.529919
  nChanged 129
		SP:Iteration 25Q (30347.570000 sec): 3 clusters
  Score: Raw -1689709.313483 + Penalty 3133.077316 = -1686576.236167
  nChanged 116
		SP:Iteration 26Q (30347.870000 sec): 3 clusters
  Score: Raw -1689735.585229 + Penalty 3133.077316 = -1686602.507913
  nChanged 116
		SP:Iteration 27Q (30348.130000 sec): 3 clusters
  Score: Raw -1689760.562173 + Penalty 3133.077316 = -1686627.484856
  nChanged 124
		SP:Iteration 28Q (30348.400000 sec): 3 clusters
  Score: Raw -1689786.710038 + Penalty 3133.077316 = -1686653.632722
  nChanged 118
		SP:Iteration 29Q (30348.640000 sec): 3 clusters
  Score: Raw -1689812.084804 + Penalty 3133.077316 = -1686679.007487
  nChanged 108
		SP:Iteration 30Q (30348.910000 sec): 3 clusters
  Score: Raw -1689834.863088 + Penalty 3133.077316 = -1686701.785771
  nChanged 108
		SP:Iteration 31Q (30349.190000 sec): 3 clusters
  Score: Raw -1689859.417928 + Penalty 3133.077316 = -1686726.340612
  nChanged 116
		SP:Iteration 32Q (30349.430000 sec): 3 clusters
  Score: Raw -1689880.690366 + Penalty 3133.077316 = -1686747.613050
  nChanged 101
		SP:Iteration 33Q (30349.720000 sec): 3 clusters
  Score: Raw -1689899.697050 + Penalty 3133.077316 = -1686766.619734
  nChanged 106
		SP:Iteration 34Q (30350.030000 sec): 3 clusters
  Score: Raw -1689919.859949 + Penalty 3133.077316 = -1686786.782633
  nChanged 106
		SP:Iteration 35Q (30350.320000 sec): 3 clusters
  Score: Raw -1689939.379037 + Penalty 3133.077316 = -1686806.301721
  nChanged 93
		SP:Iteration 36Q (30350.560000 sec): 3 clusters
  Score: Raw -1689956.385464 + Penalty 3133.077316 = -1686823.308147
  nChanged 87
		SP:Iteration 37Q (30350.910000 sec): 3 clusters
  Score: Raw -1689975.049224 + Penalty 3133.077316 = -1686841.971908
  nChanged 85
		SP:Iteration 38Q (30351.150000 sec): 3 clusters
  Score: Raw -1689991.191620 + Penalty 3133.077316 = -1686858.114304
  nChanged 85
		SP:Iteration 39Q (30351.400000 sec): 3 clusters
  Score: Raw -1690006.612592 + Penalty 3133.077316 = -1686873.535276
  nChanged 92
		SP:Iteration 40F (30351.680000 sec): 3 clusters
  Score: Raw -1690023.878048 + Penalty 3133.077316 = -1686890.800731
  nChanged 90
		SP:Iteration 41Q (30351.970000 sec): 3 clusters
  Score: Raw -1690041.448255 + Penalty 3133.077316 = -1686908.370938
  nChanged 90
		SP:Iteration 42Q (30352.270000 sec): 3 clusters
  Score: Raw -1690060.463759 + Penalty 3133.077316 = -1686927.386442
  nChanged 95
		SP:Iteration 43Q (30352.540000 sec): 3 clusters
  Score: Raw -1690078.443507 + Penalty 3133.077316 = -1686945.366191
  nChanged 93
		SP:Iteration 44Q (30352.830000 sec): 3 clusters
  Score: Raw -1690096.958007 + Penalty 3133.077316 = -1686963.880691
  nChanged 85
		SP:Iteration 45Q (30353.120000 sec): 3 clusters
  Score: Raw -1690114.636781 + Penalty 3133.077316 = -1686981.559465
  nChanged 82
		SP:Iteration 46Q (30353.350000 sec): 3 clusters
  Score: Raw -1690128.835042 + Penalty 3133.077316 = -1686995.757726
  nChanged 69
		SP:Iteration 47Q (30353.620000 sec): 3 clusters
  Score: Raw -1690142.743197 + Penalty 3133.077316 = -1687009.665881
  nChanged 81
		SP:Iteration 48Q (30353.900000 sec): 3 clusters
  Score: Raw -1690158.270094 + Penalty 3133.077316 = -1687025.192777
  nChanged 80
		SP:Iteration 49Q (30354.180000 sec): 3 clusters
  Score: Raw -1690174.180464 + Penalty 3133.077316 = -1687041.103148
  nChanged 84
		SP:Iteration 50Q (30354.520000 sec): 3 clusters
  Score: Raw -1690188.419737 + Penalty 3133.077316 = -1687055.342421
  nChanged 90
		SP:Iteration 51Q (30354.760000 sec): 3 clusters
  Score: Raw -1690204.810870 + Penalty 3133.077316 = -1687071.733554
  nChanged 88
		SP:Iteration 52Q (30355.000000 sec): 3 clusters
  Score: Raw -1690224.155303 + Penalty 3133.077316 = -1687091.077986
  nChanged 100
		SP:Iteration 53Q (30355.290000 sec): 3 clusters
  Score: Raw -1690249.311149 + Penalty 3133.077316 = -1687116.233833
  nChanged 100
		SP:Iteration 54Q (30355.550000 sec): 3 clusters
  Score: Raw -1690270.206124 + Penalty 3133.077316 = -1687137.128808
  nChanged 82
		SP:Iteration 55Q (30355.840000 sec): 3 clusters
  Score: Raw -1690285.580625 + Penalty 3133.077316 = -1687152.503308
  nChanged 72
		SP:Iteration 56Q (30356.170000 sec): 3 clusters
  Score: Raw -1690297.166086 + Penalty 3133.077316 = -1687164.088770
  nChanged 72
		SP:Iteration 57Q (30356.450000 sec): 3 clusters
  Score: Raw -1690309.647926 + Penalty 3133.077316 = -1687176.570610
  nChanged 77
		SP:Iteration 58Q (30356.720000 sec): 3 clusters
  Score: Raw -1690323.784628 + Penalty 3133.077316 = -1687190.707312
  nChanged 83
		SP:Iteration 59Q (30357.050000 sec): 3 clusters
  Score: Raw -1690337.729809 + Penalty 3133.077316 = -1687204.652493
  nChanged 67
		SP:Iteration 60F (30357.360000 sec): 3 clusters
  Score: Raw -1690348.548016 + Penalty 3133.077316 = -1687215.470699
  nChanged 62
		SP:Iteration 61Q (30357.620000 sec): 3 clusters
  Score: Raw -1690358.933357 + Penalty 3133.077316 = -1687225.856041
  nChanged 63
		SP:Iteration 62Q (30357.880000 sec): 3 clusters
  Score: Raw -1690369.087603 + Penalty 3133.077316 = -1687236.010287
  nChanged 65
		SP:Iteration 63Q (30358.170000 sec): 3 clusters
  Score: Raw -1690378.088015 + Penalty 3133.077316 = -1687245.010699
  nChanged 63
		SP:Iteration 64Q (30358.440000 sec): 3 clusters
  Score: Raw -1690386.887813 + Penalty 3133.077316 = -1687253.810497
  nChanged 48
		SP:Iteration 65Q (30358.730000 sec): 3 clusters
  Score: Raw -1690394.100759 + Penalty 3133.077316 = -1687261.023442
  nChanged 32
		SP:Iteration 66Q (30359.020000 sec): 3 clusters
  Score: Raw -1690398.231348 + Penalty 3133.077316 = -1687265.154032
  nChanged 38
		SP:Iteration 67Q (30359.250000 sec): 3 clusters
  Score: Raw -1690402.764927 + Penalty 3133.077316 = -1687269.687610
  nChanged 36
		SP:Iteration 68Q (30359.550000 sec): 3 clusters
  Score: Raw -1690407.418875 + Penalty 3133.077316 = -1687274.341559
  nChanged 29
		SP:Iteration 69Q (30359.880000 sec): 3 clusters
  Score: Raw -1690410.268702 + Penalty 3133.077316 = -1687277.191386
  nChanged 28
		SP:Iteration 70Q (30360.160000 sec): 3 clusters
  Score: Raw -1690412.817525 + Penalty 3133.077316 = -1687279.740208
  nChanged 21
		SP:Iteration 71Q (30360.460000 sec): 3 clusters
  Score: Raw -1690414.657835 + Penalty 3133.077316 = -1687281.580519
  nChanged 14
		SP:Iteration 72Q (30360.760000 sec): 3 clusters
  Score: Raw -1690416.307225 + Penalty 3133.077316 = -1687283.229908
  nChanged 16
		SP:Iteration 73Q (30361.040000 sec): 3 clusters
  Score: Raw -1690417.825307 + Penalty 3133.077316 = -1687284.747990
  nChanged 21
		SP:Iteration 74Q (30361.340000 sec): 3 clusters
  Score: Raw -1690420.539757 + Penalty 3133.077316 = -1687287.462440
  nChanged 28
		SP:Iteration 75Q (30361.640000 sec): 3 clusters
  Score: Raw -1690423.496261 + Penalty 3133.077316 = -1687290.418945
  nChanged 22
		SP:Iteration 76Q (30361.930000 sec): 3 clusters
  Score: Raw -1690425.964837 + Penalty 3133.077316 = -1687292.887521
  nChanged 21
		SP:Iteration 77Q (30362.170000 sec): 3 clusters
  Score: Raw -1690428.651461 + Penalty 3133.077316 = -1687295.574145
  nChanged 19
		SP:Iteration 78Q (30362.480000 sec): 3 clusters
  Score: Raw -1690430.301522 + Penalty 3133.077316 = -1687297.224206
  nChanged 16
		SP:Iteration 79Q (30362.740000 sec): 3 clusters
  Score: Raw -1690432.138394 + Penalty 3133.077316 = -1687299.061077
  nChanged 19
		SP:Iteration 80F (30363.060000 sec): 3 clusters
  Score: Raw -1690434.265248 + Penalty 3133.077316 = -1687301.187932
  nChanged 18
		SP:Iteration 81Q (30363.360000 sec): 3 clusters
  Score: Raw -1690436.947007 + Penalty 3133.077316 = -1687303.869691
  nChanged 24
		SP:Iteration 82Q (30363.700000 sec): 3 clusters
  Score: Raw -1690439.229478 + Penalty 3133.077316 = -1687306.152162
  nChanged 17
		SP:Iteration 83Q (30364.020000 sec): 3 clusters
  Score: Raw -1690441.044742 + Penalty 3133.077316 = -1687307.967426
  nChanged 16
		SP:Iteration 84Q (30364.260000 sec): 3 clusters
  Score: Raw -1690442.722059 + Penalty 3133.077316 = -1687309.644743
  nChanged 16
		SP:Iteration 85Q (30364.490000 sec): 3 clusters
  Score: Raw -1690445.238418 + Penalty 3133.077316 = -1687312.161101
  nChanged 29
		SP:Iteration 86Q (30364.780000 sec): 3 clusters
  Score: Raw -1690449.466442 + Penalty 3133.077316 = -1687316.389125
  nChanged 32
		SP:Iteration 87Q (30365.060000 sec): 3 clusters
  Score: Raw -1690452.790750 + Penalty 3133.077316 = -1687319.713434
  nChanged 26
		SP:Iteration 88Q (30365.320000 sec): 3 clusters
  Score: Raw -1690454.886165 + Penalty 3133.077316 = -1687321.808849
  nChanged 21
		SP:Iteration 89Q (30365.580000 sec): 3 clusters
  Score: Raw -1690457.097717 + Penalty 3133.077316 = -1687324.020401
  nChanged 23
		SP:Iteration 90Q (30365.890000 sec): 3 clusters
  Score: Raw -1690459.730884 + Penalty 3133.077316 = -1687326.653567
  nChanged 22
		SP:Iteration 91Q (30366.220000 sec): 3 clusters
  Score: Raw -1690463.118323 + Penalty 3133.077316 = -1687330.041006
  nChanged 22
		SP:Iteration 92Q (30366.420000 sec): 3 clusters
  Score: Raw -1690466.766105 + Penalty 3133.077316 = -1687333.688788
  nChanged 28
		SP:Iteration 93Q (30366.680000 sec): 3 clusters
  Score: Raw -1690471.111673 + Penalty 3133.077316 = -1687338.034357
  nChanged 25
		SP:Iteration 94Q (30367.010000 sec): 3 clusters
  Score: Raw -1690474.245202 + Penalty 3133.077316 = -1687341.167886
  nChanged 29
		SP:Iteration 95Q (30367.220000 sec): 3 clusters
  Score: Raw -1690477.830600 + Penalty 3133.077316 = -1687344.753284
  nChanged 37
		SP:Iteration 96Q (30367.500000 sec): 3 clusters
  Score: Raw -1690483.933413 + Penalty 3133.077316 = -1687350.856097
  nChanged 50
		SP:Iteration 97Q (30367.750000 sec): 3 clusters
  Score: Raw -1690493.054782 + Penalty 3133.077316 = -1687359.977466
  nChanged 40
		SP:Iteration 98Q (30368.040000 sec): 3 clusters
  Score: Raw -1690498.803705 + Penalty 3133.077316 = -1687365.726389
  nChanged 41
		SP:Iteration 99Q (30368.320000 sec): 3 clusters
  Score: Raw -1690505.641696 + Penalty 3133.077316 = -1687372.564380
  nChanged 44
		SP:Iteration 100F (30368.640000 sec): 3 clusters
  Score: Raw -1690514.025047 + Penalty 3133.077316 = -1687380.947731
  nChanged 47
		SP:Iteration 101Q (30368.890000 sec): 3 clusters
  Score: Raw -1690521.593859 + Penalty 3133.077316 = -1687388.516542
  nChanged 53
		SP:Iteration 102Q (30369.180000 sec): 3 clusters
  Score: Raw -1690529.633721 + Penalty 3133.077316 = -1687396.556404
  nChanged 48
		SP:Iteration 103Q (30369.480000 sec): 3 clusters
  Score: Raw -1690538.881921 + Penalty 3133.077316 = -1687405.804605
  nChanged 48
		SP:Iteration 104Q (30369.740000 sec): 3 clusters
  Score: Raw -1690549.069758 + Penalty 3133.077316 = -1687415.992442
  nChanged 56
		SP:Iteration 105Q (30370.020000 sec): 3 clusters
  Score: Raw -1690562.514532 + Penalty 3133.077316 = -1687429.437216
  nChanged 62
		SP:Iteration 106Q (30370.350000 sec): 3 clusters
  Score: Raw -1690576.681097 + Penalty 3133.077316 = -1687443.603781
  nChanged 63
		SP:Iteration 107Q (30370.560000 sec): 3 clusters
  Score: Raw -1690587.936584 + Penalty 3133.077316 = -1687454.859267
  nChanged 55
		SP:Iteration 108Q (30370.840000 sec): 3 clusters
  Score: Raw -1690598.377180 + Penalty 3133.077316 = -1687465.299863
  nChanged 58
		SP:Iteration 109Q (30371.110000 sec): 3 clusters
  Score: Raw -1690611.205386 + Penalty 3133.077316 = -1687478.128069
  nChanged 64
		SP:Iteration 110Q (30371.410000 sec): 3 clusters
  Score: Raw -1690626.347613 + Penalty 3133.077316 = -1687493.270297
  nChanged 66
		SP:Iteration 111Q (30371.670000 sec): 3 clusters
  Score: Raw -1690642.418152 + Penalty 3133.077316 = -1687509.340836
  nChanged 58
		SP:Iteration 112Q (30371.970000 sec): 3 clusters
  Score: Raw -1690655.632635 + Penalty 3133.077316 = -1687522.555319
  nChanged 58
		SP:Iteration 113Q (30372.270000 sec): 3 clusters
  Score: Raw -1690668.567951 + Penalty 3133.077316 = -1687535.490635
  nChanged 61
		SP:Iteration 114Q (30372.520000 sec): 3 clusters
  Score: Raw -1690682.582114 + Penalty 3133.077316 = -1687549.504798
  nChanged 63
		SP:Iteration 115Q (30372.780000 sec): 3 clusters
  Score: Raw -1690695.899442 + Penalty 3133.077316 = -1687562.822126
  nChanged 63
		SP:Iteration 116Q (30373.020000 sec): 3 clusters
  Score: Raw -1690709.486620 + Penalty 3133.077316 = -1687576.409304
  nChanged 60
		SP:Iteration 117Q (30373.300000 sec): 3 clusters
  Score: Raw -1690724.519029 + Penalty 3133.077316 = -1687591.441712
  nChanged 69
		SP:Iteration 118Q (30373.550000 sec): 3 clusters
  Score: Raw -1690746.309801 + Penalty 3133.077316 = -1687613.232485
  nChanged 78
		SP:Iteration 119Q (30373.830000 sec): 3 clusters
  Score: Raw -1690770.074766 + Penalty 3133.077316 = -1687636.997450
  nChanged 77
		SP:Iteration 120F (30374.080000 sec): 3 clusters
  Score: Raw -1690790.805936 + Penalty 3133.077316 = -1687657.728620
  nChanged 67
		SP:Iteration 121Q (30374.350000 sec): 3 clusters
  Score: Raw -1690811.162588 + Penalty 3133.077316 = -1687678.085271
  nChanged 63
		SP:Iteration 122Q (30374.570000 sec): 3 clusters
  Score: Raw -1690824.934512 + Penalty 3133.077316 = -1687691.857196
  nChanged 47
		SP:Iteration 123Q (30374.800000 sec): 3 clusters
  Score: Raw -1690837.076637 + Penalty 3133.077316 = -1687703.999321
  nChanged 44
		SP:Iteration 124Q (30375.040000 sec): 3 clusters
  Score: Raw -1690849.530662 + Penalty 3133.077316 = -1687716.453346
  nChanged 51
		SP:Iteration 125Q (30375.350000 sec): 3 clusters
  Score: Raw -1690863.038529 + Penalty 3133.077316 = -1687729.961212
  nChanged 44
		SP:Iteration 126Q (30375.640000 sec): 3 clusters
  Score: Raw -1690876.916633 + Penalty 3133.077316 = -1687743.839317
  nChanged 50
		SP:Iteration 127Q (30375.920000 sec): 3 clusters
  Score: Raw -1690893.846088 + Penalty 3133.077316 = -1687760.768772
  nChanged 57
		SP:Iteration 128Q (30376.190000 sec): 3 clusters
  Score: Raw -1690913.235690 + Penalty 3133.077316 = -1687780.158374
  nChanged 58
		SP:Iteration 129Q (30376.460000 sec): 3 clusters
  Score: Raw -1690932.166704 + Penalty 3133.077316 = -1687799.089388
  nChanged 44
		SP:Iteration 130Q (30376.670000 sec): 3 clusters
  Score: Raw -1690947.827883 + Penalty 3133.077316 = -1687814.750566
  nChanged 45
		SP:Iteration 131Q (30376.930000 sec): 3 clusters
  Score: Raw -1690964.388732 + Penalty 3133.077316 = -1687831.311415
  nChanged 53
		SP:Iteration 132Q (30377.230000 sec): 3 clusters
  Score: Raw -1690983.199712 + Penalty 3133.077316 = -1687850.122396
  nChanged 46
		SP:Iteration 133Q (30377.530000 sec): 3 clusters
  Score: Raw -1691002.263920 + Penalty 3133.077316 = -1687869.186604
  nChanged 55
		SP:Iteration 134Q (30377.860000 sec): 3 clusters
  Score: Raw -1691024.338030 + Penalty 3133.077316 = -1687891.260714
  nChanged 48
		SP:Iteration 135Q (30378.120000 sec): 3 clusters
  Score: Raw -1691042.579231 + Penalty 3133.077316 = -1687909.501915
  nChanged 35
		SP:Iteration 136Q (30378.480000 sec): 3 clusters
  Score: Raw -1691057.738325 + Penalty 3133.077316 = -1687924.661009
  nChanged 27
		SP:Iteration 137Q (30378.770000 sec): 3 clusters
  Score: Raw -1691064.341206 + Penalty 3133.077316 = -1687931.263890
  nChanged 19
		SP:Iteration 138Q (30379.110000 sec): 3 clusters
  Score: Raw -1691068.588836 + Penalty 3133.077316 = -1687935.511520
  nChanged 14
		SP:Iteration 139Q (30379.350000 sec): 3 clusters
  Score: Raw -1691071.706100 + Penalty 3133.077316 = -1687938.628784
  nChanged 12
		SP:Iteration 140F (30379.610000 sec): 3 clusters
  Score: Raw -1691075.064540 + Penalty 3133.077316 = -1687941.987224
  nChanged 16
		SP:Iteration 141Q (30379.890000 sec): 3 clusters
  Score: Raw -1691080.014331 + Penalty 3133.077316 = -1687946.937015
  nChanged 12
		SP:Iteration 142Q (30380.140000 sec): 3 clusters
  Score: Raw -1691083.552536 + Penalty 3133.077316 = -1687950.475219
  nChanged 9
		SP:Iteration 143Q (30380.390000 sec): 3 clusters
  Score: Raw -1691086.416672 + Penalty 3133.077316 = -1687953.339356
  nChanged 10
		SP:Iteration 144Q (30380.680000 sec): 3 clusters
  Score: Raw -1691088.681178 + Penalty 3133.077316 = -1687955.603862
  nChanged 6
		SP:Iteration 145Q (30380.920000 sec): 3 clusters
  Score: Raw -1691090.810822 + Penalty 3133.077316 = -1687957.733505
  nChanged 7
		SP:Iteration 146Q (30381.220000 sec): 3 clusters
  Score: Raw -1691092.710586 + Penalty 3133.077316 = -1687959.633270
  nChanged 8
		SP:Iteration 147Q (30381.550000 sec): 3 clusters
  Score: Raw -1691094.902357 + Penalty 3133.077316 = -1687961.825041
  nChanged 10
		SP:Iteration 148Q (30381.800000 sec): 3 clusters
  Score: Raw -1691097.700398 + Penalty 3133.077316 = -1687964.623082
  nChanged 7
		SP:Iteration 149Q (30382.120000 sec): 3 clusters
  Score: Raw -1691099.603891 + Penalty 3133.077316 = -1687966.526575
  nChanged 9
		SP:Iteration 150Q (30382.360000 sec): 3 clusters
  Score: Raw -1691102.285746 + Penalty 3133.077316 = -1687969.208430
  nChanged 5
		SP:Iteration 151Q (30382.660000 sec): 3 clusters
  Score: Raw -1691103.626818 + Penalty 3133.077316 = -1687970.549501
  nChanged 6
		SP:Iteration 152Q (30382.880000 sec): 3 clusters
  Score: Raw -1691104.987408 + Penalty 3133.077316 = -1687971.910092
  nChanged 5
		SP:Iteration 153Q (30383.100000 sec): 3 clusters
  Score: Raw -1691105.990708 + Penalty 3133.077316 = -1687972.913392
  nChanged 5
		SP:Iteration 154Q (30383.360000 sec): 3 clusters
  Score: Raw -1691107.493359 + Penalty 3133.077316 = -1687974.416043
  nChanged 3
		SP:Iteration 155Q (30383.660000 sec): 3 clusters
  Score: Raw -1691108.466738 + Penalty 3133.077316 = -1687975.389421
  nChanged 1
		SP:Iteration 156Q (30383.920000 sec): 3 clusters
  Score: Raw -1691108.846145 + Penalty 3133.077316 = -1687975.768828
  nChanged 1
		SP:Iteration 157Q (30384.240000 sec): 3 clusters
  Score: Raw -1691109.136900 + Penalty 3133.077316 = -1687976.059583
  nChanged 0
		SP:Iteration 158F (30384.490000 sec): 3 clusters
  Score: Raw -1691109.136900 + Penalty 3133.077316 = -1687976.059583
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30384.630000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30384.800000 sec): 3 clusters
  Score: Raw -68793.613927 + Penalty 2068.543996 = -66725.069931
  nChanged 158
		SP:Iteration 1F (30385.030000 sec): 3 clusters
  Score: Raw -68983.156946 + Penalty 2068.543996 = -66914.612950
  nChanged 38
		SP:Iteration 2F (30385.210000 sec): 3 clusters
  Score: Raw -69047.968578 + Penalty 2068.543996 = -66979.424582
  nChanged 24
		SP:Iteration 3Q (30385.380000 sec): 3 clusters
  Score: Raw -69096.108729 + Penalty 2068.543996 = -67027.564733
  nChanged 18
		SP:Iteration 4Q (30385.600000 sec): 3 clusters
  Score: Raw -69168.105456 + Penalty 2068.543996 = -67099.561460
  nChanged 23
		SP:Iteration 5Q (30385.790000 sec): 3 clusters
  Score: Raw -69270.930489 + Penalty 2068.543996 = -67202.386493
  nChanged 32
		SP:Iteration 6F (30385.990000 sec): 3 clusters
  Score: Raw -69374.292232 + Penalty 2068.543996 = -67305.748236
  nChanged 31
		SP:Iteration 7F (30386.140000 sec): 3 clusters
  Score: Raw -69465.721667 + Penalty 2068.543996 = -67397.177671
  nChanged 22
		SP:Iteration 8Q (30386.340000 sec): 3 clusters
  Score: Raw -69501.408660 + Penalty 2068.543996 = -67432.864664
  nChanged 18
		SP:Iteration 9Q (30386.500000 sec): 3 clusters
  Score: Raw -69547.128365 + Penalty 2068.543996 = -67478.584369
  nChanged 19
		SP:Iteration 10Q (30386.690000 sec): 3 clusters
  Score: Raw -69586.602371 + Penalty 2068.543996 = -67518.058375
  nChanged 8
		SP:Iteration 11Q (30386.850000 sec): 3 clusters
  Score: Raw -69605.769913 + Penalty 2068.543996 = -67537.225917
  nChanged 6
		SP:Iteration 12Q (30386.980000 sec): 3 clusters
  Score: Raw -69617.093145 + Penalty 2068.543996 = -67548.549149
  nChanged 5
		SP:Iteration 13Q (30387.160000 sec): 3 clusters
  Score: Raw -69625.070224 + Penalty 2068.543996 = -67556.526228
  nChanged 3
		SP:Iteration 14Q (30387.330000 sec): 3 clusters
  Score: Raw -69632.760310 + Penalty 2068.543996 = -67564.216314
  nChanged 2
		SP:Iteration 15Q (30387.490000 sec): 3 clusters
  Score: Raw -69635.358911 + Penalty 2068.543996 = -67566.814915
  nChanged 0
		SP:Iteration 16F (30387.670000 sec): 3 clusters
  Score: Raw -69635.358911 + Penalty 2068.543996 = -67566.814915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (3709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30387.760000 sec): 2 clusters
  Score: Raw -411834.129856 + Penalty 1335.509106 = -410498.620750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30387.950000 sec): 3 clusters
  Score: Raw -410028.145830 + Penalty 2671.018213 = -407357.127618
  nChanged 1444
		SP:Iteration 1F (30388.140000 sec): 3 clusters
  Score: Raw -410870.384162 + Penalty 2671.018213 = -408199.365950
  nChanged 322
		SP:Iteration 2F (30388.330000 sec): 3 clusters
  Score: Raw -411145.621254 + Penalty 2671.018213 = -408474.603042
  nChanged 282
		SP:Iteration 3F (30388.500000 sec): 3 clusters
  Score: Raw -411407.718278 + Penalty 2671.018213 = -408736.700065
  nChanged 255
		SP:Iteration 4F (30388.660000 sec): 3 clusters
  Score: Raw -411623.277021 + Penalty 2671.018213 = -408952.258809
  nChanged 232
		SP:Iteration 5F (30388.860000 sec): 3 clusters
  Score: Raw -411831.661249 + Penalty 2671.018213 = -409160.643036
  nChanged 197
		SP:Iteration 6F (30389.010000 sec): 3 clusters
  Score: Raw -411979.188111 + Penalty 2671.018213 = -409308.169899
  nChanged 150
		SP:Iteration 7Q (30389.160000 sec): 3 clusters
  Score: Raw -412094.174885 + Penalty 2671.018213 = -409423.156672
  nChanged 108
		SP:Iteration 8Q (30389.350000 sec): 3 clusters
  Score: Raw -412165.275863 + Penalty 2671.018213 = -409494.257650
  nChanged 90
		SP:Iteration 9Q (30389.520000 sec): 3 clusters
  Score: Raw -412226.460047 + Penalty 2671.018213 = -409555.441834
  nChanged 61
		SP:Iteration 10Q (30389.740000 sec): 3 clusters
  Score: Raw -412266.438251 + Penalty 2671.018213 = -409595.420038
  nChanged 56
		SP:Iteration 11Q (30389.930000 sec): 3 clusters
  Score: Raw -412298.624981 + Penalty 2671.018213 = -409627.606769
  nChanged 53
		SP:Iteration 12Q (30390.130000 sec): 3 clusters
  Score: Raw -412337.052843 + Penalty 2671.018213 = -409666.034630
  nChanged 57
		SP:Iteration 13Q (30390.270000 sec): 3 clusters
  Score: Raw -412395.445988 + Penalty 2671.018213 = -409724.427775
  nChanged 58
		SP:Iteration 14Q (30390.470000 sec): 3 clusters
  Score: Raw -412444.953515 + Penalty 2671.018213 = -409773.935302
  nChanged 50
		SP:Iteration 15Q (30390.620000 sec): 3 clusters
  Score: Raw -412478.736784 + Penalty 2671.018213 = -409807.718571
  nChanged 43
		SP:Iteration 16Q (30390.800000 sec): 3 clusters
  Score: Raw -412497.644819 + Penalty 2671.018213 = -409826.626607
  nChanged 25
		SP:Iteration 17Q (30390.950000 sec): 3 clusters
  Score: Raw -412508.767860 + Penalty 2671.018213 = -409837.749647
  nChanged 18
		SP:Iteration 18Q (30391.130000 sec): 3 clusters
  Score: Raw -412515.346625 + Penalty 2671.018213 = -409844.328412
  nChanged 16
		SP:Iteration 19Q (30391.290000 sec): 3 clusters
  Score: Raw -412522.384595 + Penalty 2671.018213 = -409851.366382
  nChanged 15
		SP:Iteration 20F (30391.470000 sec): 3 clusters
  Score: Raw -412527.105045 + Penalty 2671.018213 = -409856.086833
  nChanged 15
		SP:Iteration 21Q (30391.690000 sec): 3 clusters
  Score: Raw -412532.677975 + Penalty 2671.018213 = -409861.659762
  nChanged 10
		SP:Iteration 22Q (30391.870000 sec): 3 clusters
  Score: Raw -412535.875729 + Penalty 2671.018213 = -409864.857516
  nChanged 7
		SP:Iteration 23Q (30392.050000 sec): 3 clusters
  Score: Raw -412539.112115 + Penalty 2671.018213 = -409868.093902
  nChanged 10
		SP:Iteration 24Q (30392.220000 sec): 3 clusters
  Score: Raw -412543.186438 + Penalty 2671.018213 = -409872.168226
  nChanged 7
		SP:Iteration 25Q (30392.370000 sec): 3 clusters
  Score: Raw -412545.160269 + Penalty 2671.018213 = -409874.142057
  nChanged 6
		SP:Iteration 26Q (30392.520000 sec): 3 clusters
  Score: Raw -412547.446475 + Penalty 2671.018213 = -409876.428262
  nChanged 6
		SP:Iteration 27Q (30392.660000 sec): 3 clusters
  Score: Raw -412551.296883 + Penalty 2671.018213 = -409880.278670
  nChanged 9
		SP:Iteration 28Q (30392.860000 sec): 3 clusters
  Score: Raw -412555.352593 + Penalty 2671.018213 = -409884.334380
  nChanged 9
		SP:Iteration 29Q (30393.010000 sec): 3 clusters
  Score: Raw -412560.397026 + Penalty 2671.018213 = -409889.378813
  nChanged 13
		SP:Iteration 30Q (30393.150000 sec): 3 clusters
  Score: Raw -412566.243578 + Penalty 2671.018213 = -409895.225365
  nChanged 12
		SP:Iteration 31Q (30393.300000 sec): 3 clusters
  Score: Raw -412573.666177 + Penalty 2671.018213 = -409902.647964
  nChanged 18
		SP:Iteration 32Q (30393.450000 sec): 3 clusters
  Score: Raw -412588.102161 + Penalty 2671.018213 = -409917.083948
  nChanged 20
		SP:Iteration 33Q (30393.590000 sec): 3 clusters
  Score: Raw -412601.774732 + Penalty 2671.018213 = -409930.756520
  nChanged 21
		SP:Iteration 34Q (30393.740000 sec): 3 clusters
  Score: Raw -412615.471061 + Penalty 2671.018213 = -409944.452848
  nChanged 17
		SP:Iteration 35Q (30393.890000 sec): 3 clusters
  Score: Raw -412624.179281 + Penalty 2671.018213 = -409953.161068
  nChanged 8
		SP:Iteration 36Q (30394.040000 sec): 3 clusters
  Score: Raw -412627.325554 + Penalty 2671.018213 = -409956.307341
  nChanged 7
		SP:Iteration 37Q (30394.190000 sec): 3 clusters
  Score: Raw -412629.524909 + Penalty 2671.018213 = -409958.506696
  nChanged 5
		SP:Iteration 38Q (30394.380000 sec): 3 clusters
  Score: Raw -412630.839534 + Penalty 2671.018213 = -409959.821321
  nChanged 3
		SP:Iteration 39Q (30394.520000 sec): 3 clusters
  Score: Raw -412632.337635 + Penalty 2671.018213 = -409961.319422
  nChanged 3
		SP:Iteration 40F (30394.660000 sec): 3 clusters
  Score: Raw -412633.841815 + Penalty 2671.018213 = -409962.823602
  nChanged 4
		SP:Iteration 41Q (30394.810000 sec): 3 clusters
  Score: Raw -412635.298279 + Penalty 2671.018213 = -409964.280067
  nChanged 2
		SP:Iteration 42Q (30394.950000 sec): 3 clusters
  Score: Raw -412635.956004 + Penalty 2671.018213 = -409964.937791
  nChanged 1
		SP:Iteration 43Q (30395.090000 sec): 3 clusters
  Score: Raw -412636.355882 + Penalty 2671.018213 = -409965.337670
  nChanged 2
		SP:Iteration 44Q (30395.230000 sec): 3 clusters
  Score: Raw -412636.948446 + Penalty 2671.018213 = -409965.930234
  nChanged 1
		SP:Iteration 45Q (30395.380000 sec): 3 clusters
  Score: Raw -412637.296780 + Penalty 2671.018213 = -409966.278567
  nChanged 0
		SP:Iteration 46F (30395.520000 sec): 3 clusters
  Score: Raw -412637.296780 + Penalty 2671.018213 = -409966.278567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (108178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30396.140000 sec): 2 clusters
  Score: Raw -12261602.285850 + Penalty 1883.624161 = -12259718.661689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30396.850000 sec): 3 clusters
  Score: Raw -12190950.204950 + Penalty 3767.248322 = -12187182.956628
  nChanged 51814
		SP:Iteration 1F (30397.490000 sec): 3 clusters
  Score: Raw -12221138.784084 + Penalty 3767.248322 = -12217371.535762
  nChanged 4071
		SP:Iteration 2Q (30398.080000 sec): 3 clusters
  Score: Raw -12222378.096672 + Penalty 3767.248322 = -12218610.848351
  nChanged 4407
		SP:Iteration 3Q (30398.820000 sec): 3 clusters
  Score: Raw -12223964.530927 + Penalty 3767.248322 = -12220197.282605
  nChanged 4968
		SP:Iteration 4Q (30399.580000 sec): 3 clusters
  Score: Raw -12226187.555456 + Penalty 3767.248322 = -12222420.307134
  nChanged 5787
		SP:Iteration 5F (30400.350000 sec): 3 clusters
  Score: Raw -12229401.599447 + Penalty 3767.248322 = -12225634.351125
  nChanged 6710
		SP:Iteration 6F (30401.000000 sec): 3 clusters
  Score: Raw -12233848.109539 + Penalty 3767.248322 = -12230080.861218
  nChanged 7263
		SP:Iteration 7F (30401.660000 sec): 3 clusters
  Score: Raw -12239414.851754 + Penalty 3767.248322 = -12235647.603433
  nChanged 7025
		SP:Iteration 8F (30402.400000 sec): 3 clusters
  Score: Raw -12245192.579048 + Penalty 3767.248322 = -12241425.330727
  nChanged 6075
		SP:Iteration 9F (30403.110000 sec): 3 clusters
  Score: Raw -12249977.964839 + Penalty 3767.248322 = -12246210.716517
  nChanged 4571
		SP:Iteration 10Q (30403.760000 sec): 3 clusters
  Score: Raw -12253323.426977 + Penalty 3767.248322 = -12249556.178655
  nChanged 3384
		SP:Iteration 11Q (30404.470000 sec): 3 clusters
  Score: Raw -12255559.665761 + Penalty 3767.248322 = -12251792.417440
  nChanged 2660
		SP:Iteration 12Q (30405.200000 sec): 3 clusters
  Score: Raw -12257173.292424 + Penalty 3767.248322 = -12253406.044103
  nChanged 2143
		SP:Iteration 13Q (30405.870000 sec): 3 clusters
  Score: Raw -12258455.217470 + Penalty 3767.248322 = -12254687.969148
  nChanged 1796
		SP:Iteration 14Q (30406.450000 sec): 3 clusters
  Score: Raw -12259546.865963 + Penalty 3767.248322 = -12255779.617641
  nChanged 1473
		SP:Iteration 15Q (30407.010000 sec): 3 clusters
  Score: Raw -12260470.879177 + Penalty 3767.248322 = -12256703.630856
  nChanged 1183
		SP:Iteration 16Q (30407.680000 sec): 3 clusters
  Score: Raw -12261249.582424 + Penalty 3767.248322 = -12257482.334102
  nChanged 880
		SP:Iteration 17Q (30408.360000 sec): 3 clusters
  Score: Raw -12261809.142153 + Penalty 3767.248322 = -12258041.893832
  nChanged 614
		SP:Iteration 18Q (30408.970000 sec): 3 clusters
  Score: Raw -12262185.235558 + Penalty 3767.248322 = -12258417.987236
  nChanged 407
		SP:Iteration 19Q (30409.600000 sec): 3 clusters
  Score: Raw -12262427.085385 + Penalty 3767.248322 = -12258659.837064
  nChanged 287
		SP:Iteration 20F (30410.280000 sec): 3 clusters
  Score: Raw -12262576.623036 + Penalty 3767.248322 = -12258809.374714
  nChanged 191
		SP:Iteration 21Q (30410.900000 sec): 3 clusters
  Score: Raw -12262650.437263 + Penalty 3767.248322 = -12258883.188942
  nChanged 121
		SP:Iteration 22Q (30411.510000 sec): 3 clusters
  Score: Raw -12262690.031660 + Penalty 3767.248322 = -12258922.783338
  nChanged 100
		SP:Iteration 23Q (30412.150000 sec): 3 clusters
  Score: Raw -12262720.233411 + Penalty 3767.248322 = -12258952.985090
  nChanged 87
		SP:Iteration 24Q (30412.790000 sec): 3 clusters
  Score: Raw -12262743.053539 + Penalty 3767.248322 = -12258975.805217
  nChanged 50
		SP:Iteration 25Q (30413.440000 sec): 3 clusters
  Score: Raw -12262755.703911 + Penalty 3767.248322 = -12258988.455589
  nChanged 51
		SP:Iteration 26Q (30414.070000 sec): 3 clusters
  Score: Raw -12262769.401220 + Penalty 3767.248322 = -12259002.152899
  nChanged 45
		SP:Iteration 27Q (30414.730000 sec): 3 clusters
  Score: Raw -12262784.260877 + Penalty 3767.248322 = -12259017.012556
  nChanged 47
		SP:Iteration 28Q (30415.360000 sec): 3 clusters
  Score: Raw -12262800.318014 + Penalty 3767.248322 = -12259033.069692
  nChanged 46
		SP:Iteration 29Q (30415.920000 sec): 3 clusters
  Score: Raw -12262812.198955 + Penalty 3767.248322 = -12259044.950633
  nChanged 42
		SP:Iteration 30Q (30416.540000 sec): 3 clusters
  Score: Raw -12262822.640663 + Penalty 3767.248322 = -12259055.392342
  nChanged 31
		SP:Iteration 31Q (30417.140000 sec): 3 clusters
  Score: Raw -12262829.930767 + Penalty 3767.248322 = -12259062.682446
  nChanged 13
		SP:Iteration 32Q (30417.790000 sec): 3 clusters
  Score: Raw -12262832.061708 + Penalty 3767.248322 = -12259064.813386
  nChanged 13
		SP:Iteration 33Q (30418.450000 sec): 3 clusters
  Score: Raw -12262834.057426 + Penalty 3767.248322 = -12259066.809104
  nChanged 8
		SP:Iteration 34Q (30419.070000 sec): 3 clusters
  Score: Raw -12262835.204776 + Penalty 3767.248322 = -12259067.956454
  nChanged 3
		SP:Iteration 35Q (30419.700000 sec): 3 clusters
  Score: Raw -12262835.493243 + Penalty 3767.248322 = -12259068.244921
  nChanged 0
		SP:Iteration 36F (30420.420000 sec): 3 clusters
  Score: Raw -12262835.493243 + Penalty 3767.248322 = -12259068.244921
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30420.550000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30420.730000 sec): 3 clusters
  Score: Raw -50890.607821 + Penalty 1987.664941 = -48902.942880
  nChanged 83
		SP:Iteration 1F (30420.960000 sec): 3 clusters
  Score: Raw -51013.101642 + Penalty 1987.664941 = -49025.436702
  nChanged 27
		SP:Iteration 2F (30421.110000 sec): 3 clusters
  Score: Raw -51062.218138 + Penalty 1987.664941 = -49074.553197
  nChanged 15
		SP:Iteration 3Q (30421.320000 sec): 3 clusters
  Score: Raw -51091.094956 + Penalty 1987.664941 = -49103.430015
  nChanged 7
		SP:Iteration 4Q (30421.490000 sec): 3 clusters
  Score: Raw -51110.132562 + Penalty 1987.664941 = -49122.467621
  nChanged 10
		SP:Iteration 5Q (30421.670000 sec): 3 clusters
  Score: Raw -51129.701738 + Penalty 1987.664941 = -49142.036797
  nChanged 7
		SP:Iteration 6Q (30421.880000 sec): 3 clusters
  Score: Raw -51145.077897 + Penalty 1987.664941 = -49157.412956
  nChanged 4
		SP:Iteration 7Q (30422.110000 sec): 3 clusters
  Score: Raw -51149.733118 + Penalty 1987.664941 = -49162.068177
  nChanged 4
		SP:Iteration 8Q (30422.280000 sec): 3 clusters
  Score: Raw -51160.284867 + Penalty 1987.664941 = -49172.619926
  nChanged 1
		SP:Iteration 9Q (30422.490000 sec): 3 clusters
  Score: Raw -51161.504318 + Penalty 1987.664941 = -49173.839377
  nChanged 0
		SP:Iteration 10F (30422.680000 sec): 3 clusters
  Score: Raw -51161.504318 + Penalty 1987.664941 = -49173.839377
  nChanged 0
Iteration 259Q (30537.430000 sec): 63 clusters
  Score: Raw -223644596.289576 + Penalty 145740.040809 = -223498856.248767
  nChanged 1212
Iteration 260F (30726.390000 sec): 63 clusters
  Score: Raw -223645125.407163 + Penalty 145740.040809 = -223499385.366354
  nChanged 1243
Iteration 261Q (30830.860000 sec): 63 clusters
  Score: Raw -223645364.612736 + Penalty 145740.040809 = -223499624.571927
  nChanged 944
Iteration 262Q (30936.890000 sec): 63 clusters
  Score: Raw -223645496.605325 + Penalty 145740.040809 = -223499756.564515
  nChanged 811
Iteration 263Q (31039.620000 sec): 63 clusters
  Score: Raw -223645599.840016 + Penalty 145740.040809 = -223499859.799207
  nChanged 716
Iteration 264Q (31146.680000 sec): 63 clusters
  Score: Raw -223645674.883935 + Penalty 145740.040809 = -223499934.843126
  nChanged 665
Iteration 265Q (31257.830000 sec): 63 clusters
  Score: Raw -223645732.282161 + Penalty 145740.040809 = -223499992.241352
  nChanged 634
Iteration 266Q (31365.810000 sec): 63 clusters
  Score: Raw -223645773.791186 + Penalty 145740.040809 = -223500033.750377
  nChanged 576
Iteration 267Q (31476.990000 sec): 63 clusters
  Score: Raw -223645809.357963 + Penalty 145740.040809 = -223500069.317154
  nChanged 550
Iteration 268Q (31589.850000 sec): 63 clusters
  Score: Raw -223645838.300779 + Penalty 145740.040809 = -223500098.259969
  nChanged 491
Iteration 269Q (31698.680000 sec): 63 clusters
  Score: Raw -223645861.454213 + Penalty 145740.040809 = -223500121.413403
  nChanged 436
Iteration 270Q (31806.550000 sec): 63 clusters
  Score: Raw -223645880.811472 + Penalty 145740.040809 = -223500140.770662
  nChanged 415
Iteration 271Q (31904.400000 sec): 63 clusters
  Score: Raw -223645900.588765 + Penalty 145740.040809 = -223500160.547955
  nChanged 422
Iteration 272Q (32005.540000 sec): 63 clusters
  Score: Raw -223645917.927141 + Penalty 145740.040809 = -223500177.886332
  nChanged 385
Iteration 273Q (32113.740000 sec): 63 clusters
  Score: Raw -223645934.480848 + Penalty 145740.040809 = -223500194.440039
  nChanged 376
Iteration 274Q (32211.520000 sec): 63 clusters
  Score: Raw -223645950.899754 + Penalty 145740.040809 = -223500210.858945
  nChanged 383
Iteration 275Q (32314.890000 sec): 63 clusters
  Score: Raw -223645964.261846 + Penalty 145740.040809 = -223500224.221037
  nChanged 372
Iteration 276Q (32411.570000 sec): 63 clusters
  Score: Raw -223645977.724269 + Penalty 145740.040809 = -223500237.683460
  nChanged 393
Iteration 277Q (32513.610000 sec): 63 clusters
  Score: Raw -223645993.219671 + Penalty 145740.040809 = -223500253.178862
  nChanged 423
Iteration 278Q (32619.930000 sec): 63 clusters
  Score: Raw -223646011.353775 + Penalty 145740.040809 = -223500271.312966
  nChanged 443
Iteration 279Q (32726.760000 sec): 63 clusters
  Score: Raw -223646029.789277 + Penalty 145740.040809 = -223500289.748468
  nChanged 452
Iteration 280F (32914.940000 sec): 63 clusters
  Score: Raw -223646050.039411 + Penalty 145740.040809 = -223500309.998602
  nChanged 498
Iteration 281Q (33025.190000 sec): 63 clusters
  Score: Raw -223646074.571004 + Penalty 145740.040809 = -223500334.530195
  nChanged 512
Iteration 282Q (33134.490000 sec): 63 clusters
  Score: Raw -223646100.753958 + Penalty 145740.040809 = -223500360.713149
  nChanged 540
Iteration 283Q (33242.020000 sec): 63 clusters
  Score: Raw -223646130.022641 + Penalty 145740.040809 = -223500389.981832
  nChanged 600
Iteration 284Q (33349.160000 sec): 63 clusters
  Score: Raw -223646160.767416 + Penalty 145740.040809 = -223500420.726607
  nChanged 629
Iteration 285Q (33453.320000 sec): 63 clusters
  Score: Raw -223646189.502277 + Penalty 145740.040809 = -223500449.461468
  nChanged 593
Iteration 286Q (33562.410000 sec): 63 clusters
  Score: Raw -223646217.704099 + Penalty 145740.040809 = -223500477.663289
  nChanged 618
Iteration 287Q (33669.840000 sec): 63 clusters
  Score: Raw -223646249.606246 + Penalty 145740.040809 = -223500509.565437
  nChanged 629
Iteration 288Q (33773.790000 sec): 63 clusters
  Score: Raw -223646282.995309 + Penalty 145740.040809 = -223500542.954500
  nChanged 669
Iteration 289Q (33876.410000 sec): 63 clusters
  Score: Raw -223646319.865719 + Penalty 145740.040809 = -223500579.824910
  nChanged 685
Iteration 290Q (33982.000000 sec): 63 clusters
  Score: Raw -223646364.075787 + Penalty 145740.040809 = -223500624.034978
  nChanged 733
Iteration 291Q (34084.550000 sec): 63 clusters
  Score: Raw -223646410.215126 + Penalty 145740.040809 = -223500670.174317
  nChanged 706
Iteration 292Q (34184.430000 sec): 63 clusters
  Score: Raw -223646451.302646 + Penalty 145740.040809 = -223500711.261837
  nChanged 703
Iteration 293Q (34277.800000 sec): 63 clusters
  Score: Raw -223646495.229188 + Penalty 145740.040809 = -223500755.188379
  nChanged 756
Iteration 294Q (34379.950000 sec): 63 clusters
  Score: Raw -223646539.727135 + Penalty 145740.040809 = -223500799.686326
  nChanged 746
Iteration 295Q (34489.380000 sec): 63 clusters
  Score: Raw -223646583.741010 + Penalty 145740.040809 = -223500843.700201
  nChanged 808
Iteration 296Q (34598.770000 sec): 63 clusters
  Score: Raw -223646626.905347 + Penalty 145740.040809 = -223500886.864537
  nChanged 786
Iteration 297Q (34707.420000 sec): 63 clusters
  Score: Raw -223646671.755866 + Penalty 145740.040809 = -223500931.715056
  nChanged 812
Iteration 298Q (34817.960000 sec): 63 clusters
  Score: Raw -223646718.708454 + Penalty 145740.040809 = -223500978.667645
  nChanged 859
Writing temp clu file 
Because OldScore, -223500931.715056, is greater than current (better) Score,-223500978.667645 
 Compute initial score before splitting:   Score: Raw -223646718.708454 + Penalty 145740.040809 = -223500978.667645
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (21596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34818.690000 sec): 2 clusters
  Score: Raw -2548391.072615 + Penalty 1621.792801 = -2546769.279814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34818.920000 sec): 3 clusters
  Score: Raw -2535427.694617 + Penalty 3243.585602 = -2532184.109015
  nChanged 9862
		SP:Iteration 1F (34819.240000 sec): 3 clusters
  Score: Raw -2540960.764542 + Penalty 3243.585602 = -2537717.178940
  nChanged 1278
		SP:Iteration 2F (34819.540000 sec): 3 clusters
  Score: Raw -2541562.098570 + Penalty 3243.585602 = -2538318.512967
  nChanged 1249
		SP:Iteration 3F (34819.820000 sec): 3 clusters
  Score: Raw -2542170.009627 + Penalty 3243.585602 = -2538926.424024
  nChanged 1215
		SP:Iteration 4F (34820.110000 sec): 3 clusters
  Score: Raw -2542851.292574 + Penalty 3243.585602 = -2539607.706971
  nChanged 1252
		SP:Iteration 5F (34820.400000 sec): 3 clusters
  Score: Raw -2543640.789575 + Penalty 3243.585602 = -2540397.203973
  nChanged 1251
		SP:Iteration 6F (34820.700000 sec): 3 clusters
  Score: Raw -2544492.382916 + Penalty 3243.585602 = -2541248.797313
  nChanged 1149
		SP:Iteration 7F (34820.980000 sec): 3 clusters
  Score: Raw -2545395.071632 + Penalty 3243.585602 = -2542151.486030
  nChanged 1038
		SP:Iteration 8Q (34821.320000 sec): 3 clusters
  Score: Raw -2546212.418822 + Penalty 3243.585602 = -2542968.833220
  nChanged 781
		SP:Iteration 9Q (34821.650000 sec): 3 clusters
  Score: Raw -2546827.781945 + Penalty 3243.585602 = -2543584.196342
  nChanged 638
		SP:Iteration 10Q (34821.920000 sec): 3 clusters
  Score: Raw -2547286.833957 + Penalty 3243.585602 = -2544043.248355
  nChanged 503
		SP:Iteration 11Q (34822.240000 sec): 3 clusters
  Score: Raw -2547607.361282 + Penalty 3243.585602 = -2544363.775679
  nChanged 404
		SP:Iteration 12Q (34822.540000 sec): 3 clusters
  Score: Raw -2547828.051981 + Penalty 3243.585602 = -2544584.466379
  nChanged 313
		SP:Iteration 13Q (34822.790000 sec): 3 clusters
  Score: Raw -2547970.426445 + Penalty 3243.585602 = -2544726.840843
  nChanged 225
		SP:Iteration 14Q (34823.050000 sec): 3 clusters
  Score: Raw -2548060.147221 + Penalty 3243.585602 = -2544816.561619
  nChanged 180
		SP:Iteration 15Q (34823.320000 sec): 3 clusters
  Score: Raw -2548121.331823 + Penalty 3243.585602 = -2544877.746221
  nChanged 151
		SP:Iteration 16Q (34823.610000 sec): 3 clusters
  Score: Raw -2548166.384779 + Penalty 3243.585602 = -2544922.799177
  nChanged 127
		SP:Iteration 17Q (34823.910000 sec): 3 clusters
  Score: Raw -2548202.097928 + Penalty 3243.585602 = -2544958.512326
  nChanged 120
		SP:Iteration 18Q (34824.130000 sec): 3 clusters
  Score: Raw -2548232.565417 + Penalty 3243.585602 = -2544988.979815
  nChanged 99
		SP:Iteration 19Q (34824.450000 sec): 3 clusters
  Score: Raw -2548255.160618 + Penalty 3243.585602 = -2545011.575016
  nChanged 78
		SP:Iteration 20F (34824.750000 sec): 3 clusters
  Score: Raw -2548270.806233 + Penalty 3243.585602 = -2545027.220631
  nChanged 67
		SP:Iteration 21Q (34825.040000 sec): 3 clusters
  Score: Raw -2548285.878858 + Penalty 3243.585602 = -2545042.293255
  nChanged 64
		SP:Iteration 22Q (34825.310000 sec): 3 clusters
  Score: Raw -2548300.427921 + Penalty 3243.585602 = -2545056.842318
  nChanged 47
		SP:Iteration 23Q (34825.580000 sec): 3 clusters
  Score: Raw -2548309.070870 + Penalty 3243.585602 = -2545065.485267
  nChanged 33
		SP:Iteration 24Q (34825.820000 sec): 3 clusters
  Score: Raw -2548315.707452 + Penalty 3243.585602 = -2545072.121850
  nChanged 30
		SP:Iteration 25Q (34826.070000 sec): 3 clusters
  Score: Raw -2548320.890047 + Penalty 3243.585602 = -2545077.304445
  nChanged 32
		SP:Iteration 26Q (34826.330000 sec): 3 clusters
  Score: Raw -2548325.949682 + Penalty 3243.585602 = -2545082.364080
  nChanged 31
		SP:Iteration 27Q (34826.580000 sec): 3 clusters
  Score: Raw -2548332.109782 + Penalty 3243.585602 = -2545088.524180
  nChanged 29
		SP:Iteration 28Q (34826.850000 sec): 3 clusters
  Score: Raw -2548337.853317 + Penalty 3243.585602 = -2545094.267715
  nChanged 38
		SP:Iteration 29Q (34827.080000 sec): 3 clusters
  Score: Raw -2548346.383442 + Penalty 3243.585602 = -2545102.797840
  nChanged 40
		SP:Iteration 30Q (34827.400000 sec): 3 clusters
  Score: Raw -2548354.244500 + Penalty 3243.585602 = -2545110.658898
  nChanged 23
		SP:Iteration 31Q (34827.700000 sec): 3 clusters
  Score: Raw -2548357.811057 + Penalty 3243.585602 = -2545114.225455
  nChanged 20
		SP:Iteration 32Q (34827.990000 sec): 3 clusters
  Score: Raw -2548361.474633 + Penalty 3243.585602 = -2545117.889031
  nChanged 20
		SP:Iteration 33Q (34828.320000 sec): 3 clusters
  Score: Raw -2548364.601779 + Penalty 3243.585602 = -2545121.016176
  nChanged 16
		SP:Iteration 34Q (34828.640000 sec): 3 clusters
  Score: Raw -2548366.828537 + Penalty 3243.585602 = -2545123.242934
  nChanged 18
		SP:Iteration 35Q (34828.930000 sec): 3 clusters
  Score: Raw -2548370.611644 + Penalty 3243.585602 = -2545127.026042
  nChanged 25
		SP:Iteration 36Q (34829.290000 sec): 3 clusters
  Score: Raw -2548375.781528 + Penalty 3243.585602 = -2545132.195926
  nChanged 29
		SP:Iteration 37Q (34829.590000 sec): 3 clusters
  Score: Raw -2548381.007149 + Penalty 3243.585602 = -2545137.421546
  nChanged 28
		SP:Iteration 38Q (34829.890000 sec): 3 clusters
  Score: Raw -2548385.833022 + Penalty 3243.585602 = -2545142.247420
  nChanged 21
		SP:Iteration 39Q (34830.180000 sec): 3 clusters
  Score: Raw -2548390.022307 + Penalty 3243.585602 = -2545146.436705
  nChanged 20
		SP:Iteration 40F (34830.470000 sec): 3 clusters
  Score: Raw -2548394.263576 + Penalty 3243.585602 = -2545150.677974
  nChanged 20
		SP:Iteration 41Q (34830.730000 sec): 3 clusters
  Score: Raw -2548399.127931 + Penalty 3243.585602 = -2545155.542329
  nChanged 27
		SP:Iteration 42Q (34830.990000 sec): 3 clusters
  Score: Raw -2548404.872492 + Penalty 3243.585602 = -2545161.286890
  nChanged 34
		SP:Iteration 43Q (34831.250000 sec): 3 clusters
  Score: Raw -2548411.910030 + Penalty 3243.585602 = -2545168.324428
  nChanged 29
		SP:Iteration 44Q (34831.540000 sec): 3 clusters
  Score: Raw -2548419.416736 + Penalty 3243.585602 = -2545175.831134
  nChanged 29
		SP:Iteration 45Q (34831.790000 sec): 3 clusters
  Score: Raw -2548426.463434 + Penalty 3243.585602 = -2545182.877832
  nChanged 30
		SP:Iteration 46Q (34832.050000 sec): 3 clusters
  Score: Raw -2548434.002755 + Penalty 3243.585602 = -2545190.417153
  nChanged 34
		SP:Iteration 47Q (34832.330000 sec): 3 clusters
  Score: Raw -2548441.816127 + Penalty 3243.585602 = -2545198.230524
  nChanged 27
		SP:Iteration 48Q (34832.670000 sec): 3 clusters
  Score: Raw -2548448.061421 + Penalty 3243.585602 = -2545204.475819
  nChanged 17
		SP:Iteration 49Q (34832.960000 sec): 3 clusters
  Score: Raw -2548451.508356 + Penalty 3243.585602 = -2545207.922754
  nChanged 9
		SP:Iteration 50Q (34833.350000 sec): 3 clusters
  Score: Raw -2548453.405928 + Penalty 3243.585602 = -2545209.820326
  nChanged 10
		SP:Iteration 51Q (34833.640000 sec): 3 clusters
  Score: Raw -2548455.257887 + Penalty 3243.585602 = -2545211.672285
  nChanged 11
		SP:Iteration 52Q (34833.940000 sec): 3 clusters
  Score: Raw -2548457.485707 + Penalty 3243.585602 = -2545213.900104
  nChanged 9
		SP:Iteration 53Q (34834.270000 sec): 3 clusters
  Score: Raw -2548459.043100 + Penalty 3243.585602 = -2545215.457498
  nChanged 10
		SP:Iteration 54Q (34834.560000 sec): 3 clusters
  Score: Raw -2548461.401826 + Penalty 3243.585602 = -2545217.816224
  nChanged 14
		SP:Iteration 55Q (34834.900000 sec): 3 clusters
  Score: Raw -2548463.718315 + Penalty 3243.585602 = -2545220.132713
  nChanged 10
		SP:Iteration 56Q (34835.160000 sec): 3 clusters
  Score: Raw -2548465.728853 + Penalty 3243.585602 = -2545222.143251
  nChanged 12
		SP:Iteration 57Q (34835.470000 sec): 3 clusters
  Score: Raw -2548467.705953 + Penalty 3243.585602 = -2545224.120351
  nChanged 18
		SP:Iteration 58Q (34835.770000 sec): 3 clusters
  Score: Raw -2548471.494436 + Penalty 3243.585602 = -2545227.908834
  nChanged 19
		SP:Iteration 59Q (34836.050000 sec): 3 clusters
  Score: Raw -2548475.498686 + Penalty 3243.585602 = -2545231.913084
  nChanged 19
		SP:Iteration 60F (34836.410000 sec): 3 clusters
  Score: Raw -2548479.808681 + Penalty 3243.585602 = -2545236.223079
  nChanged 17
		SP:Iteration 61Q (34836.650000 sec): 3 clusters
  Score: Raw -2548482.538359 + Penalty 3243.585602 = -2545238.952757
  nChanged 12
		SP:Iteration 62Q (34836.920000 sec): 3 clusters
  Score: Raw -2548484.968092 + Penalty 3243.585602 = -2545241.382489
  nChanged 14
		SP:Iteration 63Q (34837.260000 sec): 3 clusters
  Score: Raw -2548488.213836 + Penalty 3243.585602 = -2545244.628234
  nChanged 21
		SP:Iteration 64Q (34837.510000 sec): 3 clusters
  Score: Raw -2548493.813360 + Penalty 3243.585602 = -2545250.227758
  nChanged 17
		SP:Iteration 65Q (34837.790000 sec): 3 clusters
  Score: Raw -2548497.468752 + Penalty 3243.585602 = -2545253.883149
  nChanged 10
		SP:Iteration 66Q (34838.060000 sec): 3 clusters
  Score: Raw -2548499.588844 + Penalty 3243.585602 = -2545256.003242
  nChanged 7
		SP:Iteration 67Q (34838.320000 sec): 3 clusters
  Score: Raw -2548500.914770 + Penalty 3243.585602 = -2545257.329168
  nChanged 10
		SP:Iteration 68Q (34838.620000 sec): 3 clusters
  Score: Raw -2548504.363393 + Penalty 3243.585602 = -2545260.777791
  nChanged 17
		SP:Iteration 69Q (34838.880000 sec): 3 clusters
  Score: Raw -2548507.630247 + Penalty 3243.585602 = -2545264.044644
  nChanged 14
		SP:Iteration 70Q (34839.180000 sec): 3 clusters
  Score: Raw -2548511.445899 + Penalty 3243.585602 = -2545267.860297
  nChanged 14
		SP:Iteration 71Q (34839.490000 sec): 3 clusters
  Score: Raw -2548514.605741 + Penalty 3243.585602 = -2545271.020139
  nChanged 14
		SP:Iteration 72Q (34839.740000 sec): 3 clusters
  Score: Raw -2548518.682442 + Penalty 3243.585602 = -2545275.096840
  nChanged 15
		SP:Iteration 73Q (34840.010000 sec): 3 clusters
  Score: Raw -2548522.314097 + Penalty 3243.585602 = -2545278.728495
  nChanged 19
		SP:Iteration 74Q (34840.310000 sec): 3 clusters
  Score: Raw -2548526.938978 + Penalty 3243.585602 = -2545283.353376
  nChanged 22
		SP:Iteration 75Q (34840.600000 sec): 3 clusters
  Score: Raw -2548530.604652 + Penalty 3243.585602 = -2545287.019050
  nChanged 11
		SP:Iteration 76Q (34840.910000 sec): 3 clusters
  Score: Raw -2548532.500784 + Penalty 3243.585602 = -2545288.915182
  nChanged 10
		SP:Iteration 77Q (34841.170000 sec): 3 clusters
  Score: Raw -2548535.075825 + Penalty 3243.585602 = -2545291.490223
  nChanged 8
		SP:Iteration 78Q (34841.450000 sec): 3 clusters
  Score: Raw -2548536.591774 + Penalty 3243.585602 = -2545293.006172
  nChanged 9
		SP:Iteration 79Q (34841.740000 sec): 3 clusters
  Score: Raw -2548539.337759 + Penalty 3243.585602 = -2545295.752157
  nChanged 13
		SP:Iteration 80F (34841.970000 sec): 3 clusters
  Score: Raw -2548542.947728 + Penalty 3243.585602 = -2545299.362126
  nChanged 8
		SP:Iteration 81Q (34842.220000 sec): 3 clusters
  Score: Raw -2548543.837878 + Penalty 3243.585602 = -2545300.252276
  nChanged 8
		SP:Iteration 82Q (34842.540000 sec): 3 clusters
  Score: Raw -2548545.491690 + Penalty 3243.585602 = -2545301.906088
  nChanged 9
		SP:Iteration 83Q (34842.790000 sec): 3 clusters
  Score: Raw -2548547.021784 + Penalty 3243.585602 = -2545303.436182
  nChanged 5
		SP:Iteration 84Q (34843.040000 sec): 3 clusters
  Score: Raw -2548547.595944 + Penalty 3243.585602 = -2545304.010342
  nChanged 1
		SP:Iteration 85Q (34843.330000 sec): 3 clusters
  Score: Raw -2548547.681831 + Penalty 3243.585602 = -2545304.096229
  nChanged 2
		SP:Iteration 86Q (34843.580000 sec): 3 clusters
  Score: Raw -2548547.875074 + Penalty 3243.585602 = -2545304.289472
  nChanged 3
		SP:Iteration 87Q (34843.830000 sec): 3 clusters
  Score: Raw -2548548.273274 + Penalty 3243.585602 = -2545304.687672
  nChanged 3
		SP:Iteration 88Q (34844.060000 sec): 3 clusters
  Score: Raw -2548548.921283 + Penalty 3243.585602 = -2545305.335681
  nChanged 4
		SP:Iteration 89Q (34844.320000 sec): 3 clusters
  Score: Raw -2548549.469746 + Penalty 3243.585602 = -2545305.884144
  nChanged 2
		SP:Iteration 90Q (34844.620000 sec): 3 clusters
  Score: Raw -2548549.771799 + Penalty 3243.585602 = -2545306.186196
  nChanged 2
		SP:Iteration 91Q (34844.860000 sec): 3 clusters
  Score: Raw -2548550.173322 + Penalty 3243.585602 = -2545306.587720
  nChanged 1
		SP:Iteration 92Q (34845.140000 sec): 3 clusters
  Score: Raw -2548550.277298 + Penalty 3243.585602 = -2545306.691696
  nChanged 1
		SP:Iteration 93Q (34845.470000 sec): 3 clusters
  Score: Raw -2548550.398611 + Penalty 3243.585602 = -2545306.813009
  nChanged 0
		SP:Iteration 94F (34845.740000 sec): 3 clusters
  Score: Raw -2548550.398611 + Penalty 3243.585602 = -2545306.813009
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (361820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34847.220000 sec): 2 clusters
  Score: Raw -44000582.437728 + Penalty 2079.821596 = -43998502.616131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34849.010000 sec): 3 clusters
  Score: Raw -43757965.701104 + Penalty 4159.643192 = -43753806.057912
  nChanged 176986
		SP:Iteration 1F (34850.650000 sec): 3 clusters
  Score: Raw -43865642.538301 + Penalty 4159.643192 = -43861482.895109
  nChanged 12958
		SP:Iteration 2Q (34852.370000 sec): 3 clusters
  Score: Raw -43869633.307013 + Penalty 4159.643192 = -43865473.663821
  nChanged 17220
		SP:Iteration 3Q (34854.100000 sec): 3 clusters
  Score: Raw -43876808.027857 + Penalty 4159.643192 = -43872648.384665
  nChanged 22418
		SP:Iteration 4F (34855.730000 sec): 3 clusters
  Score: Raw -43889268.392045 + Penalty 4159.643192 = -43885108.748852
  nChanged 27778
		SP:Iteration 5F (34857.370000 sec): 3 clusters
  Score: Raw -43908616.552168 + Penalty 4159.643192 = -43904456.908976
  nChanged 30314
		SP:Iteration 6F (34859.110000 sec): 3 clusters
  Score: Raw -43933802.682385 + Penalty 4159.643192 = -43929643.039193
  nChanged 28680
		SP:Iteration 7F (34860.720000 sec): 3 clusters
  Score: Raw -43960870.557442 + Penalty 4159.643192 = -43956710.914249
  nChanged 21975
		SP:Iteration 8F (34862.330000 sec): 3 clusters
  Score: Raw -43983012.124531 + Penalty 4159.643192 = -43978852.481338
  nChanged 12195
		SP:Iteration 9Q (34864.100000 sec): 3 clusters
  Score: Raw -43995193.965870 + Penalty 4159.643192 = -43991034.322678
  nChanged 4412
		SP:Iteration 10Q (34865.730000 sec): 3 clusters
  Score: Raw -43999348.224560 + Penalty 4159.643192 = -43995188.581368
  nChanged 1139
		SP:Iteration 11Q (34867.330000 sec): 3 clusters
  Score: Raw -44000389.813757 + Penalty 4159.643192 = -43996230.170565
  nChanged 254
		SP:Iteration 12Q (34868.790000 sec): 3 clusters
  Score: Raw -44000657.667086 + Penalty 4159.643192 = -43996498.023894
  nChanged 78
		SP:Iteration 13Q (34870.310000 sec): 3 clusters
  Score: Raw -44000766.413091 + Penalty 4159.643192 = -43996606.769899
  nChanged 52
		SP:Iteration 14Q (34871.770000 sec): 3 clusters
  Score: Raw -44000827.206280 + Penalty 4159.643192 = -43996667.563088
  nChanged 30
		SP:Iteration 15Q (34873.140000 sec): 3 clusters
  Score: Raw -44000861.885131 + Penalty 4159.643192 = -43996702.241939
  nChanged 14
		SP:Iteration 16Q (34874.540000 sec): 3 clusters
  Score: Raw -44000875.318681 + Penalty 4159.643192 = -43996715.675488
  nChanged 16
		SP:Iteration 17Q (34876.230000 sec): 3 clusters
  Score: Raw -44000892.673159 + Penalty 4159.643192 = -43996733.029967
  nChanged 11
		SP:Iteration 18Q (34877.820000 sec): 3 clusters
  Score: Raw -44000901.545098 + Penalty 4159.643192 = -43996741.901905
  nChanged 7
		SP:Iteration 19Q (34879.290000 sec): 3 clusters
  Score: Raw -44000906.534072 + Penalty 4159.643192 = -43996746.890880
  nChanged 4
		SP:Iteration 20F (34880.880000 sec): 3 clusters
  Score: Raw -44000908.970288 + Penalty 4159.643192 = -43996749.327096
  nChanged 6
		SP:Iteration 21Q (34882.160000 sec): 3 clusters
  Score: Raw -44000914.200010 + Penalty 4159.643192 = -43996754.556818
  nChanged 6
		SP:Iteration 22Q (34883.490000 sec): 3 clusters
  Score: Raw -44000918.267100 + Penalty 4159.643192 = -43996758.623908
  nChanged 3
		SP:Iteration 23Q (34884.750000 sec): 3 clusters
  Score: Raw -44000919.218716 + Penalty 4159.643192 = -43996759.575524
  nChanged 1
		SP:Iteration 24Q (34886.140000 sec): 3 clusters
  Score: Raw -44000921.005726 + Penalty 4159.643192 = -43996761.362534
  nChanged 2
		SP:Iteration 25Q (34887.590000 sec): 3 clusters
  Score: Raw -44000923.122909 + Penalty 4159.643192 = -43996763.479717
  nChanged 1
		SP:Iteration 26Q (34888.910000 sec): 3 clusters
  Score: Raw -44000924.569480 + Penalty 4159.643192 = -43996764.926288
  nChanged 0
		SP:Iteration 27F (34890.540000 sec): 3 clusters
  Score: Raw -44000924.569480 + Penalty 4159.643192 = -43996764.926288
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34890.840000 sec): 2 clusters
  Score: Raw -1640427.666821 + Penalty 1547.111900 = -1638880.554922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34891.140000 sec): 3 clusters
  Score: Raw -1632531.621682 + Penalty 3094.223800 = -1629437.397883
  nChanged 6038
		SP:Iteration 1F (34891.410000 sec): 3 clusters
  Score: Raw -1635845.668164 + Penalty 3094.223800 = -1632751.444364
  nChanged 751
		SP:Iteration 2F (34891.660000 sec): 3 clusters
  Score: Raw -1636140.685465 + Penalty 3094.223800 = -1633046.461665
  nChanged 693
		SP:Iteration 3F (34891.910000 sec): 3 clusters
  Score: Raw -1636423.162690 + Penalty 3094.223800 = -1633328.938890
  nChanged 646
		SP:Iteration 4Q (34892.160000 sec): 3 clusters
  Score: Raw -1636725.338293 + Penalty 3094.223800 = -1633631.114493
  nChanged 653
		SP:Iteration 5Q (34892.380000 sec): 3 clusters
  Score: Raw -1637073.226934 + Penalty 3094.223800 = -1633979.003134
  nChanged 690
		SP:Iteration 6F (34892.620000 sec): 3 clusters
  Score: Raw -1637428.210433 + Penalty 3094.223800 = -1634333.986634
  nChanged 624
		SP:Iteration 7Q (34892.940000 sec): 3 clusters
  Score: Raw -1637707.756916 + Penalty 3094.223800 = -1634613.533116
  nChanged 522
		SP:Iteration 8Q (34893.160000 sec): 3 clusters
  Score: Raw -1637906.763916 + Penalty 3094.223800 = -1634812.540116
  nChanged 436
		SP:Iteration 9Q (34893.370000 sec): 3 clusters
  Score: Raw -1638066.992744 + Penalty 3094.223800 = -1634972.768944
  nChanged 390
		SP:Iteration 10Q (34893.630000 sec): 3 clusters
  Score: Raw -1638202.452063 + Penalty 3094.223800 = -1635108.228263
  nChanged 344
		SP:Iteration 11Q (34893.930000 sec): 3 clusters
  Score: Raw -1638301.536105 + Penalty 3094.223800 = -1635207.312305
  nChanged 267
		SP:Iteration 12Q (34894.160000 sec): 3 clusters
  Score: Raw -1638374.250695 + Penalty 3094.223800 = -1635280.026896
  nChanged 241
		SP:Iteration 13Q (34894.470000 sec): 3 clusters
  Score: Raw -1638433.373885 + Penalty 3094.223800 = -1635339.150085
  nChanged 207
		SP:Iteration 14Q (34894.680000 sec): 3 clusters
  Score: Raw -1638488.717006 + Penalty 3094.223800 = -1635394.493207
  nChanged 216
		SP:Iteration 15Q (34894.960000 sec): 3 clusters
  Score: Raw -1638559.169465 + Penalty 3094.223800 = -1635464.945665
  nChanged 247
		SP:Iteration 16Q (34895.220000 sec): 3 clusters
  Score: Raw -1638638.928629 + Penalty 3094.223800 = -1635544.704829
  nChanged 237
		SP:Iteration 17Q (34895.500000 sec): 3 clusters
  Score: Raw -1638724.006550 + Penalty 3094.223800 = -1635629.782750
  nChanged 262
		SP:Iteration 18Q (34895.750000 sec): 3 clusters
  Score: Raw -1638831.427035 + Penalty 3094.223800 = -1635737.203235
  nChanged 285
		SP:Iteration 19Q (34895.980000 sec): 3 clusters
  Score: Raw -1638950.237344 + Penalty 3094.223800 = -1635856.013545
  nChanged 277
		SP:Iteration 20F (34896.240000 sec): 3 clusters
  Score: Raw -1639066.511258 + Penalty 3094.223800 = -1635972.287458
  nChanged 263
		SP:Iteration 21Q (34896.540000 sec): 3 clusters
  Score: Raw -1639174.814096 + Penalty 3094.223800 = -1636080.590296
  nChanged 256
		SP:Iteration 22Q (34896.740000 sec): 3 clusters
  Score: Raw -1639271.001975 + Penalty 3094.223800 = -1636176.778175
  nChanged 251
		SP:Iteration 23Q (34897.000000 sec): 3 clusters
  Score: Raw -1639370.419088 + Penalty 3094.223800 = -1636276.195288
  nChanged 243
		SP:Iteration 24Q (34897.220000 sec): 3 clusters
  Score: Raw -1639465.176113 + Penalty 3094.223800 = -1636370.952313
  nChanged 217
		SP:Iteration 25Q (34897.540000 sec): 3 clusters
  Score: Raw -1639545.063385 + Penalty 3094.223800 = -1636450.839585
  nChanged 202
		SP:Iteration 26Q (34897.810000 sec): 3 clusters
  Score: Raw -1639627.965674 + Penalty 3094.223800 = -1636533.741874
  nChanged 210
		SP:Iteration 27Q (34898.120000 sec): 3 clusters
  Score: Raw -1639706.009463 + Penalty 3094.223800 = -1636611.785663
  nChanged 184
		SP:Iteration 28Q (34898.410000 sec): 3 clusters
  Score: Raw -1639774.090036 + Penalty 3094.223800 = -1636679.866237
  nChanged 175
		SP:Iteration 29Q (34898.680000 sec): 3 clusters
  Score: Raw -1639834.735528 + Penalty 3094.223800 = -1636740.511728
  nChanged 161
		SP:Iteration 30Q (34898.970000 sec): 3 clusters
  Score: Raw -1639891.190604 + Penalty 3094.223800 = -1636796.966804
  nChanged 156
		SP:Iteration 31Q (34899.250000 sec): 3 clusters
  Score: Raw -1639939.524331 + Penalty 3094.223800 = -1636845.300531
  nChanged 132
		SP:Iteration 32Q (34899.460000 sec): 3 clusters
  Score: Raw -1639980.176074 + Penalty 3094.223800 = -1636885.952274
  nChanged 141
		SP:Iteration 33Q (34899.710000 sec): 3 clusters
  Score: Raw -1640024.571883 + Penalty 3094.223800 = -1636930.348083
  nChanged 130
		SP:Iteration 34Q (34899.960000 sec): 3 clusters
  Score: Raw -1640065.930550 + Penalty 3094.223800 = -1636971.706750
  nChanged 117
		SP:Iteration 35Q (34900.200000 sec): 3 clusters
  Score: Raw -1640103.723315 + Penalty 3094.223800 = -1637009.499515
  nChanged 114
		SP:Iteration 36Q (34900.440000 sec): 3 clusters
  Score: Raw -1640139.744177 + Penalty 3094.223800 = -1637045.520377
  nChanged 102
		SP:Iteration 37Q (34900.730000 sec): 3 clusters
  Score: Raw -1640168.623003 + Penalty 3094.223800 = -1637074.399203
  nChanged 105
		SP:Iteration 38Q (34900.950000 sec): 3 clusters
  Score: Raw -1640201.530096 + Penalty 3094.223800 = -1637107.306297
  nChanged 95
		SP:Iteration 39Q (34901.200000 sec): 3 clusters
  Score: Raw -1640230.446940 + Penalty 3094.223800 = -1637136.223140
  nChanged 105
		SP:Iteration 40F (34901.460000 sec): 3 clusters
  Score: Raw -1640263.128303 + Penalty 3094.223800 = -1637168.904503
  nChanged 101
		SP:Iteration 41Q (34901.720000 sec): 3 clusters
  Score: Raw -1640291.076758 + Penalty 3094.223800 = -1637196.852958
  nChanged 78
		SP:Iteration 42Q (34901.990000 sec): 3 clusters
  Score: Raw -1640311.889367 + Penalty 3094.223800 = -1637217.665567
  nChanged 70
		SP:Iteration 43Q (34902.260000 sec): 3 clusters
  Score: Raw -1640332.725807 + Penalty 3094.223800 = -1637238.502007
  nChanged 76
		SP:Iteration 44Q (34902.520000 sec): 3 clusters
  Score: Raw -1640355.265596 + Penalty 3094.223800 = -1637261.041797
  nChanged 73
		SP:Iteration 45Q (34902.860000 sec): 3 clusters
  Score: Raw -1640374.218309 + Penalty 3094.223800 = -1637279.994509
  nChanged 62
		SP:Iteration 46Q (34903.090000 sec): 3 clusters
  Score: Raw -1640389.135031 + Penalty 3094.223800 = -1637294.911231
  nChanged 55
		SP:Iteration 47Q (34903.340000 sec): 3 clusters
  Score: Raw -1640403.611147 + Penalty 3094.223800 = -1637309.387347
  nChanged 57
		SP:Iteration 48Q (34903.590000 sec): 3 clusters
  Score: Raw -1640419.271511 + Penalty 3094.223800 = -1637325.047711
  nChanged 66
		SP:Iteration 49Q (34903.880000 sec): 3 clusters
  Score: Raw -1640437.142141 + Penalty 3094.223800 = -1637342.918341
  nChanged 60
		SP:Iteration 50Q (34904.140000 sec): 3 clusters
  Score: Raw -1640452.822302 + Penalty 3094.223800 = -1637358.598502
  nChanged 59
		SP:Iteration 51Q (34904.380000 sec): 3 clusters
  Score: Raw -1640468.770835 + Penalty 3094.223800 = -1637374.547035
  nChanged 60
		SP:Iteration 52Q (34904.660000 sec): 3 clusters
  Score: Raw -1640482.880199 + Penalty 3094.223800 = -1637388.656399
  nChanged 43
		SP:Iteration 53Q (34904.900000 sec): 3 clusters
  Score: Raw -1640492.709628 + Penalty 3094.223800 = -1637398.485828
  nChanged 47
		SP:Iteration 54Q (34905.170000 sec): 3 clusters
  Score: Raw -1640504.798278 + Penalty 3094.223800 = -1637410.574479
  nChanged 46
		SP:Iteration 55Q (34905.410000 sec): 3 clusters
  Score: Raw -1640516.252737 + Penalty 3094.223800 = -1637422.028938
  nChanged 50
		SP:Iteration 56Q (34905.690000 sec): 3 clusters
  Score: Raw -1640528.655243 + Penalty 3094.223800 = -1637434.431443
  nChanged 48
		SP:Iteration 57Q (34905.930000 sec): 3 clusters
  Score: Raw -1640542.540456 + Penalty 3094.223800 = -1637448.316656
  nChanged 45
		SP:Iteration 58Q (34906.250000 sec): 3 clusters
  Score: Raw -1640556.317517 + Penalty 3094.223800 = -1637462.093717
  nChanged 51
		SP:Iteration 59Q (34906.480000 sec): 3 clusters
  Score: Raw -1640571.116294 + Penalty 3094.223800 = -1637476.892494
  nChanged 43
		SP:Iteration 60F (34906.750000 sec): 3 clusters
  Score: Raw -1640583.399053 + Penalty 3094.223800 = -1637489.175253
  nChanged 39
		SP:Iteration 61Q (34906.970000 sec): 3 clusters
  Score: Raw -1640592.521473 + Penalty 3094.223800 = -1637498.297673
  nChanged 30
		SP:Iteration 62Q (34907.240000 sec): 3 clusters
  Score: Raw -1640599.091656 + Penalty 3094.223800 = -1637504.867856
  nChanged 24
		SP:Iteration 63Q (34907.470000 sec): 3 clusters
  Score: Raw -1640606.491800 + Penalty 3094.223800 = -1637512.268000
  nChanged 27
		SP:Iteration 64Q (34907.710000 sec): 3 clusters
  Score: Raw -1640613.514968 + Penalty 3094.223800 = -1637519.291168
  nChanged 22
		SP:Iteration 65Q (34907.940000 sec): 3 clusters
  Score: Raw -1640619.692239 + Penalty 3094.223800 = -1637525.468439
  nChanged 21
		SP:Iteration 66Q (34908.200000 sec): 3 clusters
  Score: Raw -1640625.167744 + Penalty 3094.223800 = -1637530.943944
  nChanged 24
		SP:Iteration 67Q (34908.420000 sec): 3 clusters
  Score: Raw -1640630.678984 + Penalty 3094.223800 = -1637536.455185
  nChanged 22
		SP:Iteration 68Q (34908.630000 sec): 3 clusters
  Score: Raw -1640636.167908 + Penalty 3094.223800 = -1637541.944108
  nChanged 25
		SP:Iteration 69Q (34908.860000 sec): 3 clusters
  Score: Raw -1640643.659672 + Penalty 3094.223800 = -1637549.435872
  nChanged 28
		SP:Iteration 70Q (34909.090000 sec): 3 clusters
  Score: Raw -1640651.811791 + Penalty 3094.223800 = -1637557.587991
  nChanged 27
		SP:Iteration 71Q (34909.370000 sec): 3 clusters
  Score: Raw -1640658.580474 + Penalty 3094.223800 = -1637564.356674
  nChanged 30
		SP:Iteration 72Q (34909.570000 sec): 3 clusters
  Score: Raw -1640667.760863 + Penalty 3094.223800 = -1637573.537063
  nChanged 30
		SP:Iteration 73Q (34909.810000 sec): 3 clusters
  Score: Raw -1640678.183012 + Penalty 3094.223800 = -1637583.959213
  nChanged 27
		SP:Iteration 74Q (34910.080000 sec): 3 clusters
  Score: Raw -1640684.338276 + Penalty 3094.223800 = -1637590.114477
  nChanged 15
		SP:Iteration 75Q (34910.290000 sec): 3 clusters
  Score: Raw -1640689.445651 + Penalty 3094.223800 = -1637595.221851
  nChanged 15
		SP:Iteration 76Q (34910.570000 sec): 3 clusters
  Score: Raw -1640695.063312 + Penalty 3094.223800 = -1637600.839512
  nChanged 20
		SP:Iteration 77Q (34910.800000 sec): 3 clusters
  Score: Raw -1640701.482992 + Penalty 3094.223800 = -1637607.259192
  nChanged 21
		SP:Iteration 78Q (34911.000000 sec): 3 clusters
  Score: Raw -1640709.558737 + Penalty 3094.223800 = -1637615.334937
  nChanged 22
		SP:Iteration 79Q (34911.270000 sec): 3 clusters
  Score: Raw -1640715.693664 + Penalty 3094.223800 = -1637621.469864
  nChanged 18
		SP:Iteration 80F (34911.510000 sec): 3 clusters
  Score: Raw -1640720.816469 + Penalty 3094.223800 = -1637626.592669
  nChanged 14
		SP:Iteration 81Q (34911.700000 sec): 3 clusters
  Score: Raw -1640725.325588 + Penalty 3094.223800 = -1637631.101788
  nChanged 17
		SP:Iteration 82Q (34911.980000 sec): 3 clusters
  Score: Raw -1640730.376976 + Penalty 3094.223800 = -1637636.153176
  nChanged 12
		SP:Iteration 83Q (34912.190000 sec): 3 clusters
  Score: Raw -1640733.781761 + Penalty 3094.223800 = -1637639.557961
  nChanged 10
		SP:Iteration 84Q (34912.460000 sec): 3 clusters
  Score: Raw -1640736.634570 + Penalty 3094.223800 = -1637642.410770
  nChanged 14
		SP:Iteration 85Q (34912.680000 sec): 3 clusters
  Score: Raw -1640740.487404 + Penalty 3094.223800 = -1637646.263604
  nChanged 10
		SP:Iteration 86Q (34912.930000 sec): 3 clusters
  Score: Raw -1640743.478138 + Penalty 3094.223800 = -1637649.254339
  nChanged 10
		SP:Iteration 87Q (34913.140000 sec): 3 clusters
  Score: Raw -1640746.883724 + Penalty 3094.223800 = -1637652.659924
  nChanged 11
		SP:Iteration 88Q (34913.360000 sec): 3 clusters
  Score: Raw -1640749.870992 + Penalty 3094.223800 = -1637655.647192
  nChanged 8
		SP:Iteration 89Q (34913.650000 sec): 3 clusters
  Score: Raw -1640751.843720 + Penalty 3094.223800 = -1637657.619920
  nChanged 1
		SP:Iteration 90Q (34913.880000 sec): 3 clusters
  Score: Raw -1640752.368835 + Penalty 3094.223800 = -1637658.145036
  nChanged 3
		SP:Iteration 91Q (34914.180000 sec): 3 clusters
  Score: Raw -1640752.976056 + Penalty 3094.223800 = -1637658.752256
  nChanged 3
		SP:Iteration 92Q (34914.440000 sec): 3 clusters
  Score: Raw -1640754.251563 + Penalty 3094.223800 = -1637660.027763
  nChanged 4
		SP:Iteration 93Q (34914.680000 sec): 3 clusters
  Score: Raw -1640755.618512 + Penalty 3094.223800 = -1637661.394712
  nChanged 1
		SP:Iteration 94Q (34914.870000 sec): 3 clusters
  Score: Raw -1640755.692004 + Penalty 3094.223800 = -1637661.468204
  nChanged 1
		SP:Iteration 95Q (34915.130000 sec): 3 clusters
  Score: Raw -1640755.771612 + Penalty 3094.223800 = -1637661.547812
  nChanged 1
		SP:Iteration 96Q (34915.380000 sec): 3 clusters
  Score: Raw -1640755.900101 + Penalty 3094.223800 = -1637661.676301
  nChanged 1
		SP:Iteration 97Q (34915.610000 sec): 3 clusters
  Score: Raw -1640756.150515 + Penalty 3094.223800 = -1637661.926715
  nChanged 1
		SP:Iteration 98Q (34915.910000 sec): 3 clusters
  Score: Raw -1640756.232191 + Penalty 3094.223800 = -1637662.008391
  nChanged 1
		SP:Iteration 99Q (34916.110000 sec): 3 clusters
  Score: Raw -1640756.331563 + Penalty 3094.223800 = -1637662.107763
  nChanged 0
		SP:Iteration 100F (34916.360000 sec): 3 clusters
  Score: Raw -1640756.331563 + Penalty 3094.223800 = -1637662.107763
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (41303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34916.650000 sec): 2 clusters
  Score: Raw -4689233.177722 + Penalty 1727.162193 = -4687506.015529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34916.980000 sec): 3 clusters
  Score: Raw -4663196.906664 + Penalty 3454.324385 = -4659742.582279
  nChanged 19294
		SP:Iteration 1F (34917.350000 sec): 3 clusters
  Score: Raw -4674376.635552 + Penalty 3454.324385 = -4670922.311167
  nChanged 2145
		SP:Iteration 2F (34917.700000 sec): 3 clusters
  Score: Raw -4675311.711208 + Penalty 3454.324385 = -4671857.386823
  nChanged 2396
		SP:Iteration 3F (34918.060000 sec): 3 clusters
  Score: Raw -4676604.044360 + Penalty 3454.324385 = -4673149.719975
  nChanged 2677
		SP:Iteration 4F (34918.450000 sec): 3 clusters
  Score: Raw -4678347.909885 + Penalty 3454.324385 = -4674893.585500
  nChanged 3003
		SP:Iteration 5F (34918.810000 sec): 3 clusters
  Score: Raw -4680673.037352 + Penalty 3454.324385 = -4677218.712967
  nChanged 3079
		SP:Iteration 6F (34919.170000 sec): 3 clusters
  Score: Raw -4683307.034399 + Penalty 3454.324385 = -4679852.710014
  nChanged 2655
		SP:Iteration 7F (34919.470000 sec): 3 clusters
  Score: Raw -4685717.212150 + Penalty 3454.324385 = -4682262.887765
  nChanged 2007
		SP:Iteration 8Q (34919.850000 sec): 3 clusters
  Score: Raw -4687569.582566 + Penalty 3454.324385 = -4684115.258181
  nChanged 1159
		SP:Iteration 9Q (34920.200000 sec): 3 clusters
  Score: Raw -4688564.301504 + Penalty 3454.324385 = -4685109.977119
  nChanged 560
		SP:Iteration 10Q (34920.650000 sec): 3 clusters
  Score: Raw -4689027.953908 + Penalty 3454.324385 = -4685573.629523
  nChanged 278
		SP:Iteration 11Q (34920.980000 sec): 3 clusters
  Score: Raw -4689261.256269 + Penalty 3454.324385 = -4685806.931884
  nChanged 153
		SP:Iteration 12Q (34921.300000 sec): 3 clusters
  Score: Raw -4689382.074972 + Penalty 3454.324385 = -4685927.750587
  nChanged 79
		SP:Iteration 13Q (34921.640000 sec): 3 clusters
  Score: Raw -4689443.600269 + Penalty 3454.324385 = -4685989.275884
  nChanged 55
		SP:Iteration 14Q (34922.050000 sec): 3 clusters
  Score: Raw -4689487.788826 + Penalty 3454.324385 = -4686033.464441
  nChanged 28
		SP:Iteration 15Q (34922.400000 sec): 3 clusters
  Score: Raw -4689511.382855 + Penalty 3454.324385 = -4686057.058470
  nChanged 29
		SP:Iteration 16Q (34922.750000 sec): 3 clusters
  Score: Raw -4689539.382910 + Penalty 3454.324385 = -4686085.058525
  nChanged 22
		SP:Iteration 17Q (34923.110000 sec): 3 clusters
  Score: Raw -4689561.166297 + Penalty 3454.324385 = -4686106.841912
  nChanged 18
		SP:Iteration 18Q (34923.450000 sec): 3 clusters
  Score: Raw -4689576.866178 + Penalty 3454.324385 = -4686122.541793
  nChanged 17
		SP:Iteration 19Q (34923.830000 sec): 3 clusters
  Score: Raw -4689593.470110 + Penalty 3454.324385 = -4686139.145725
  nChanged 8
		SP:Iteration 20F (34924.220000 sec): 3 clusters
  Score: Raw -4689600.628104 + Penalty 3454.324385 = -4686146.303719
  nChanged 7
		SP:Iteration 21Q (34924.620000 sec): 3 clusters
  Score: Raw -4689606.179544 + Penalty 3454.324385 = -4686151.855159
  nChanged 7
		SP:Iteration 22Q (34924.970000 sec): 3 clusters
  Score: Raw -4689609.740508 + Penalty 3454.324385 = -4686155.416123
  nChanged 6
		SP:Iteration 23Q (34925.330000 sec): 3 clusters
  Score: Raw -4689615.405307 + Penalty 3454.324385 = -4686161.080922
  nChanged 5
		SP:Iteration 24Q (34925.720000 sec): 3 clusters
  Score: Raw -4689618.915650 + Penalty 3454.324385 = -4686164.591265
  nChanged 6
		SP:Iteration 25Q (34926.040000 sec): 3 clusters
  Score: Raw -4689625.439380 + Penalty 3454.324385 = -4686171.114995
  nChanged 3
		SP:Iteration 26Q (34926.400000 sec): 3 clusters
  Score: Raw -4689628.292597 + Penalty 3454.324385 = -4686173.968212
  nChanged 6
		SP:Iteration 27Q (34926.790000 sec): 3 clusters
  Score: Raw -4689631.985098 + Penalty 3454.324385 = -4686177.660713
  nChanged 6
		SP:Iteration 28Q (34927.160000 sec): 3 clusters
  Score: Raw -4689634.026279 + Penalty 3454.324385 = -4686179.701894
  nChanged 2
		SP:Iteration 29Q (34927.570000 sec): 3 clusters
  Score: Raw -4689635.076848 + Penalty 3454.324385 = -4686180.752463
  nChanged 2
		SP:Iteration 30Q (34927.950000 sec): 3 clusters
  Score: Raw -4689636.448546 + Penalty 3454.324385 = -4686182.124161
  nChanged 2
		SP:Iteration 31Q (34928.340000 sec): 3 clusters
  Score: Raw -4689637.723687 + Penalty 3454.324385 = -4686183.399302
  nChanged 3
		SP:Iteration 32Q (34928.700000 sec): 3 clusters
  Score: Raw -4689639.287000 + Penalty 3454.324385 = -4686184.962615
  nChanged 3
		SP:Iteration 33Q (34929.060000 sec): 3 clusters
  Score: Raw -4689640.228782 + Penalty 3454.324385 = -4686185.904397
  nChanged 2
		SP:Iteration 34Q (34929.440000 sec): 3 clusters
  Score: Raw -4689640.524779 + Penalty 3454.324385 = -4686186.200394
  nChanged 0
		SP:Iteration 35F (34929.810000 sec): 3 clusters
  Score: Raw -4689640.524779 + Penalty 3454.324385 = -4686186.200394
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (20524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34930.080000 sec): 2 clusters
  Score: Raw -2353866.801795 + Penalty 1613.519409 = -2352253.282386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34930.360000 sec): 3 clusters
  Score: Raw -2341563.885987 + Penalty 3227.038819 = -2338336.847168
  nChanged 9212
		SP:Iteration 1F (34930.610000 sec): 3 clusters
  Score: Raw -2346517.987048 + Penalty 3227.038819 = -2343290.948229
  nChanged 1163
		SP:Iteration 2F (34930.880000 sec): 3 clusters
  Score: Raw -2346997.100811 + Penalty 3227.038819 = -2343770.061992
  nChanged 1149
		SP:Iteration 3F (34931.180000 sec): 3 clusters
  Score: Raw -2347508.330061 + Penalty 3227.038819 = -2344281.291242
  nChanged 1159
		SP:Iteration 4F (34931.470000 sec): 3 clusters
  Score: Raw -2348104.740192 + Penalty 3227.038819 = -2344877.701373
  nChanged 1242
		SP:Iteration 5F (34931.790000 sec): 3 clusters
  Score: Raw -2348818.841777 + Penalty 3227.038819 = -2345591.802958
  nChanged 1270
		SP:Iteration 6F (34932.100000 sec): 3 clusters
  Score: Raw -2349676.058077 + Penalty 3227.038819 = -2346449.019258
  nChanged 1256
		SP:Iteration 7F (34932.430000 sec): 3 clusters
  Score: Raw -2350626.256085 + Penalty 3227.038819 = -2347399.217266
  nChanged 1195
		SP:Iteration 8F (34932.730000 sec): 3 clusters
  Score: Raw -2351591.872421 + Penalty 3227.038819 = -2348364.833602
  nChanged 1065
		SP:Iteration 9F (34933.030000 sec): 3 clusters
  Score: Raw -2352487.149411 + Penalty 3227.038819 = -2349260.110592
  nChanged 784
		SP:Iteration 10Q (34933.320000 sec): 3 clusters
  Score: Raw -2353139.058565 + Penalty 3227.038819 = -2349912.019746
  nChanged 529
		SP:Iteration 11Q (34933.620000 sec): 3 clusters
  Score: Raw -2353563.670446 + Penalty 3227.038819 = -2350336.631627
  nChanged 343
		SP:Iteration 12Q (34933.900000 sec): 3 clusters
  Score: Raw -2353820.293339 + Penalty 3227.038819 = -2350593.254520
  nChanged 189
		SP:Iteration 13Q (34934.230000 sec): 3 clusters
  Score: Raw -2353966.838391 + Penalty 3227.038819 = -2350739.799572
  nChanged 133
		SP:Iteration 14Q (34934.530000 sec): 3 clusters
  Score: Raw -2354075.063758 + Penalty 3227.038819 = -2350848.024939
  nChanged 68
		SP:Iteration 15Q (34934.850000 sec): 3 clusters
  Score: Raw -2354125.532497 + Penalty 3227.038819 = -2350898.493678
  nChanged 47
		SP:Iteration 16Q (34935.140000 sec): 3 clusters
  Score: Raw -2354165.718701 + Penalty 3227.038819 = -2350938.679882
  nChanged 34
		SP:Iteration 17Q (34935.380000 sec): 3 clusters
  Score: Raw -2354189.880637 + Penalty 3227.038819 = -2350962.841818
  nChanged 27
		SP:Iteration 18Q (34935.640000 sec): 3 clusters
  Score: Raw -2354211.521088 + Penalty 3227.038819 = -2350984.482269
  nChanged 22
		SP:Iteration 19Q (34935.970000 sec): 3 clusters
  Score: Raw -2354223.624015 + Penalty 3227.038819 = -2350996.585196
  nChanged 9
		SP:Iteration 20F (34936.220000 sec): 3 clusters
  Score: Raw -2354229.394297 + Penalty 3227.038819 = -2351002.355478
  nChanged 9
		SP:Iteration 21Q (34936.490000 sec): 3 clusters
  Score: Raw -2354235.533132 + Penalty 3227.038819 = -2351008.494313
  nChanged 7
		SP:Iteration 22Q (34936.730000 sec): 3 clusters
  Score: Raw -2354241.020308 + Penalty 3227.038819 = -2351013.981489
  nChanged 9
		SP:Iteration 23Q (34937.000000 sec): 3 clusters
  Score: Raw -2354250.929786 + Penalty 3227.038819 = -2351023.890967
  nChanged 13
		SP:Iteration 24Q (34937.210000 sec): 3 clusters
  Score: Raw -2354260.940343 + Penalty 3227.038819 = -2351033.901524
  nChanged 10
		SP:Iteration 25Q (34937.500000 sec): 3 clusters
  Score: Raw -2354268.607718 + Penalty 3227.038819 = -2351041.568900
  nChanged 4
		SP:Iteration 26Q (34937.700000 sec): 3 clusters
  Score: Raw -2354272.768416 + Penalty 3227.038819 = -2351045.729597
  nChanged 7
		SP:Iteration 27Q (34937.990000 sec): 3 clusters
  Score: Raw -2354276.606495 + Penalty 3227.038819 = -2351049.567676
  nChanged 5
		SP:Iteration 28Q (34938.280000 sec): 3 clusters
  Score: Raw -2354278.460027 + Penalty 3227.038819 = -2351051.421208
  nChanged 1
		SP:Iteration 29Q (34938.570000 sec): 3 clusters
  Score: Raw -2354278.828691 + Penalty 3227.038819 = -2351051.789872
  nChanged 1
		SP:Iteration 30Q (34938.870000 sec): 3 clusters
  Score: Raw -2354279.109900 + Penalty 3227.038819 = -2351052.071081
  nChanged 1
		SP:Iteration 31Q (34939.170000 sec): 3 clusters
  Score: Raw -2354279.533056 + Penalty 3227.038819 = -2351052.494237
  nChanged 2
		SP:Iteration 32Q (34939.420000 sec): 3 clusters
  Score: Raw -2354280.397809 + Penalty 3227.038819 = -2351053.358990
  nChanged 1
		SP:Iteration 33Q (34939.760000 sec): 3 clusters
  Score: Raw -2354280.779612 + Penalty 3227.038819 = -2351053.740793
  nChanged 2
		SP:Iteration 34Q (34940.100000 sec): 3 clusters
  Score: Raw -2354282.078796 + Penalty 3227.038819 = -2351055.039977
  nChanged 3
		SP:Iteration 35Q (34940.390000 sec): 3 clusters
  Score: Raw -2354284.064383 + Penalty 3227.038819 = -2351057.025565
  nChanged 3
		SP:Iteration 36Q (34940.630000 sec): 3 clusters
  Score: Raw -2354286.364176 + Penalty 3227.038819 = -2351059.325357
  nChanged 3
		SP:Iteration 37Q (34940.930000 sec): 3 clusters
  Score: Raw -2354289.186324 + Penalty 3227.038819 = -2351062.147505
  nChanged 4
		SP:Iteration 38Q (34941.300000 sec): 3 clusters
  Score: Raw -2354293.263092 + Penalty 3227.038819 = -2351066.224273
  nChanged 2
		SP:Iteration 39Q (34941.570000 sec): 3 clusters
  Score: Raw -2354293.576244 + Penalty 3227.038819 = -2351066.537425
  nChanged 1
		SP:Iteration 40F (34941.870000 sec): 3 clusters
  Score: Raw -2354293.781751 + Penalty 3227.038819 = -2351066.742932
  nChanged 1
		SP:Iteration 41Q (34942.150000 sec): 3 clusters
  Score: Raw -2354294.174054 + Penalty 3227.038819 = -2351067.135235
  nChanged 1
		SP:Iteration 42Q (34942.370000 sec): 3 clusters
  Score: Raw -2354294.490015 + Penalty 3227.038819 = -2351067.451196
  nChanged 0
		SP:Iteration 43F (34942.640000 sec): 3 clusters
  Score: Raw -2354294.490015 + Penalty 3227.038819 = -2351067.451196
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (65784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34943.060000 sec): 2 clusters
  Score: Raw -7693872.369530 + Penalty 1802.796438 = -7692069.573092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34943.550000 sec): 3 clusters
  Score: Raw -7651818.318458 + Penalty 3605.592876 = -7648212.725582
  nChanged 30958
		SP:Iteration 1F (34944.080000 sec): 3 clusters
  Score: Raw -7669392.859777 + Penalty 3605.592876 = -7665787.266900
  nChanged 2388
		SP:Iteration 2Q (34944.610000 sec): 3 clusters
  Score: Raw -7670018.313267 + Penalty 3605.592876 = -7666412.720390
  nChanged 2403
		SP:Iteration 3Q (34945.130000 sec): 3 clusters
  Score: Raw -7670716.821314 + Penalty 3605.592876 = -7667111.228438
  nChanged 2493
		SP:Iteration 4Q (34945.650000 sec): 3 clusters
  Score: Raw -7671492.641361 + Penalty 3605.592876 = -7667887.048485
  nChanged 2616
		SP:Iteration 5Q (34946.170000 sec): 3 clusters
  Score: Raw -7672370.508773 + Penalty 3605.592876 = -7668764.915897
  nChanged 2771
		SP:Iteration 6Q (34946.740000 sec): 3 clusters
  Score: Raw -7673365.496062 + Penalty 3605.592876 = -7669759.903186
  nChanged 2882
		SP:Iteration 7Q (34947.270000 sec): 3 clusters
  Score: Raw -7674589.980312 + Penalty 3605.592876 = -7670984.387436
  nChanged 2987
		SP:Iteration 8Q (34947.810000 sec): 3 clusters
  Score: Raw -7676031.731180 + Penalty 3605.592876 = -7672426.138304
  nChanged 3129
		SP:Iteration 9Q (34948.290000 sec): 3 clusters
  Score: Raw -7677756.563555 + Penalty 3605.592876 = -7674150.970679
  nChanged 3264
		SP:Iteration 10Q (34948.810000 sec): 3 clusters
  Score: Raw -7679642.539206 + Penalty 3605.592876 = -7676036.946330
  nChanged 3111
		SP:Iteration 11Q (34949.260000 sec): 3 clusters
  Score: Raw -7681296.481715 + Penalty 3605.592876 = -7677690.888839
  nChanged 2571
		SP:Iteration 12Q (34949.750000 sec): 3 clusters
  Score: Raw -7682275.393385 + Penalty 3605.592876 = -7678669.800509
  nChanged 1783
		SP:Iteration 13Q (34950.260000 sec): 3 clusters
  Score: Raw -7682701.594893 + Penalty 3605.592876 = -7679096.002017
  nChanged 1060
		SP:Iteration 14Q (34950.830000 sec): 3 clusters
  Score: Raw -7682857.785440 + Penalty 3605.592876 = -7679252.192564
  nChanged 655
		SP:Iteration 15Q (34951.370000 sec): 3 clusters
  Score: Raw -7682943.249385 + Penalty 3605.592876 = -7679337.656509
  nChanged 483
		SP:Iteration 16Q (34951.840000 sec): 3 clusters
  Score: Raw -7683001.965083 + Penalty 3605.592876 = -7679396.372207
  nChanged 421
		SP:Iteration 17Q (34952.350000 sec): 3 clusters
  Score: Raw -7683052.830824 + Penalty 3605.592876 = -7679447.237948
  nChanged 383
		SP:Iteration 18Q (34952.870000 sec): 3 clusters
  Score: Raw -7683097.755596 + Penalty 3605.592876 = -7679492.162719
  nChanged 380
		SP:Iteration 19Q (34953.400000 sec): 3 clusters
  Score: Raw -7683143.044878 + Penalty 3605.592876 = -7679537.452001
  nChanged 390
		SP:Iteration 20F (34953.890000 sec): 3 clusters
  Score: Raw -7683188.131630 + Penalty 3605.592876 = -7679582.538754
  nChanged 384
		SP:Iteration 21Q (34954.390000 sec): 3 clusters
  Score: Raw -7683231.714606 + Penalty 3605.592876 = -7679626.121730
  nChanged 377
		SP:Iteration 22Q (34954.880000 sec): 3 clusters
  Score: Raw -7683271.293882 + Penalty 3605.592876 = -7679665.701006
  nChanged 373
		SP:Iteration 23Q (34955.350000 sec): 3 clusters
  Score: Raw -7683316.311635 + Penalty 3605.592876 = -7679710.718759
  nChanged 366
		SP:Iteration 24Q (34955.820000 sec): 3 clusters
  Score: Raw -7683356.902007 + Penalty 3605.592876 = -7679751.309131
  nChanged 346
		SP:Iteration 25Q (34956.240000 sec): 3 clusters
  Score: Raw -7683393.417606 + Penalty 3605.592876 = -7679787.824730
  nChanged 367
		SP:Iteration 26Q (34956.650000 sec): 3 clusters
  Score: Raw -7683438.963681 + Penalty 3605.592876 = -7679833.370805
  nChanged 376
		SP:Iteration 27Q (34957.090000 sec): 3 clusters
  Score: Raw -7683483.116968 + Penalty 3605.592876 = -7679877.524092
  nChanged 370
		SP:Iteration 28Q (34957.550000 sec): 3 clusters
  Score: Raw -7683525.809548 + Penalty 3605.592876 = -7679920.216672
  nChanged 346
		SP:Iteration 29Q (34957.980000 sec): 3 clusters
  Score: Raw -7683566.641807 + Penalty 3605.592876 = -7679961.048931
  nChanged 364
		SP:Iteration 30Q (34958.430000 sec): 3 clusters
  Score: Raw -7683608.200965 + Penalty 3605.592876 = -7680002.608089
  nChanged 361
		SP:Iteration 31Q (34958.860000 sec): 3 clusters
  Score: Raw -7683653.181464 + Penalty 3605.592876 = -7680047.588588
  nChanged 406
		SP:Iteration 32Q (34959.330000 sec): 3 clusters
  Score: Raw -7683706.983330 + Penalty 3605.592876 = -7680101.390453
  nChanged 422
		SP:Iteration 33Q (34959.780000 sec): 3 clusters
  Score: Raw -7683762.620398 + Penalty 3605.592876 = -7680157.027522
  nChanged 415
		SP:Iteration 34Q (34960.270000 sec): 3 clusters
  Score: Raw -7683817.248660 + Penalty 3605.592876 = -7680211.655784
  nChanged 433
		SP:Iteration 35Q (34960.730000 sec): 3 clusters
  Score: Raw -7683872.283250 + Penalty 3605.592876 = -7680266.690374
  nChanged 419
		SP:Iteration 36Q (34961.140000 sec): 3 clusters
  Score: Raw -7683924.351787 + Penalty 3605.592876 = -7680318.758911
  nChanged 421
		SP:Iteration 37Q (34961.650000 sec): 3 clusters
  Score: Raw -7683974.529246 + Penalty 3605.592876 = -7680368.936370
  nChanged 400
		SP:Iteration 38Q (34962.100000 sec): 3 clusters
  Score: Raw -7684022.529654 + Penalty 3605.592876 = -7680416.936778
  nChanged 362
		SP:Iteration 39Q (34962.540000 sec): 3 clusters
  Score: Raw -7684064.622924 + Penalty 3605.592876 = -7680459.030048
  nChanged 344
		SP:Iteration 40F (34963.030000 sec): 3 clusters
  Score: Raw -7684101.602006 + Penalty 3605.592876 = -7680496.009130
  nChanged 344
		SP:Iteration 41Q (34963.530000 sec): 3 clusters
  Score: Raw -7684134.850477 + Penalty 3605.592876 = -7680529.257601
  nChanged 333
		SP:Iteration 42Q (34963.990000 sec): 3 clusters
  Score: Raw -7684172.623309 + Penalty 3605.592876 = -7680567.030433
  nChanged 366
		SP:Iteration 43Q (34964.460000 sec): 3 clusters
  Score: Raw -7684213.540324 + Penalty 3605.592876 = -7680607.947448
  nChanged 371
		SP:Iteration 44Q (34964.920000 sec): 3 clusters
  Score: Raw -7684257.478653 + Penalty 3605.592876 = -7680651.885777
  nChanged 379
		SP:Iteration 45Q (34965.400000 sec): 3 clusters
  Score: Raw -7684304.440555 + Penalty 3605.592876 = -7680698.847678
  nChanged 374
		SP:Iteration 46Q (34965.910000 sec): 3 clusters
  Score: Raw -7684348.659022 + Penalty 3605.592876 = -7680743.066146
  nChanged 400
		SP:Iteration 47Q (34966.430000 sec): 3 clusters
  Score: Raw -7684398.430188 + Penalty 3605.592876 = -7680792.837312
  nChanged 377
		SP:Iteration 48Q (34966.910000 sec): 3 clusters
  Score: Raw -7684442.667840 + Penalty 3605.592876 = -7680837.074964
  nChanged 355
		SP:Iteration 49Q (34967.410000 sec): 3 clusters
  Score: Raw -7684481.984305 + Penalty 3605.592876 = -7680876.391429
  nChanged 325
		SP:Iteration 50Q (34967.900000 sec): 3 clusters
  Score: Raw -7684517.292052 + Penalty 3605.592876 = -7680911.699176
  nChanged 341
		SP:Iteration 51Q (34968.390000 sec): 3 clusters
  Score: Raw -7684554.399344 + Penalty 3605.592876 = -7680948.806468
  nChanged 324
		SP:Iteration 52Q (34968.850000 sec): 3 clusters
  Score: Raw -7684592.243657 + Penalty 3605.592876 = -7680986.650781
  nChanged 357
		SP:Iteration 53Q (34969.280000 sec): 3 clusters
  Score: Raw -7684633.736771 + Penalty 3605.592876 = -7681028.143895
  nChanged 379
		SP:Iteration 54Q (34969.780000 sec): 3 clusters
  Score: Raw -7684678.075628 + Penalty 3605.592876 = -7681072.482751
  nChanged 342
		SP:Iteration 55Q (34970.210000 sec): 3 clusters
  Score: Raw -7684718.671093 + Penalty 3605.592876 = -7681113.078217
  nChanged 353
		SP:Iteration 56Q (34970.680000 sec): 3 clusters
  Score: Raw -7684759.458651 + Penalty 3605.592876 = -7681153.865775
  nChanged 354
		SP:Iteration 57Q (34971.170000 sec): 3 clusters
  Score: Raw -7684797.963740 + Penalty 3605.592876 = -7681192.370864
  nChanged 351
		SP:Iteration 58Q (34971.660000 sec): 3 clusters
  Score: Raw -7684837.687437 + Penalty 3605.592876 = -7681232.094560
  nChanged 350
		SP:Iteration 59Q (34972.140000 sec): 3 clusters
  Score: Raw -7684879.804659 + Penalty 3605.592876 = -7681274.211783
  nChanged 366
		SP:Iteration 60F (34972.610000 sec): 3 clusters
  Score: Raw -7684923.754949 + Penalty 3605.592876 = -7681318.162073
  nChanged 352
		SP:Iteration 61Q (34973.140000 sec): 3 clusters
  Score: Raw -7684963.714539 + Penalty 3605.592876 = -7681358.121662
  nChanged 363
		SP:Iteration 62Q (34973.610000 sec): 3 clusters
  Score: Raw -7685006.765212 + Penalty 3605.592876 = -7681401.172336
  nChanged 360
		SP:Iteration 63Q (34974.080000 sec): 3 clusters
  Score: Raw -7685049.054243 + Penalty 3605.592876 = -7681443.461367
  nChanged 352
		SP:Iteration 64Q (34974.500000 sec): 3 clusters
  Score: Raw -7685093.045388 + Penalty 3605.592876 = -7681487.452512
  nChanged 378
		SP:Iteration 65Q (34974.950000 sec): 3 clusters
  Score: Raw -7685139.767870 + Penalty 3605.592876 = -7681534.174994
  nChanged 402
		SP:Iteration 66Q (34975.420000 sec): 3 clusters
  Score: Raw -7685192.324212 + Penalty 3605.592876 = -7681586.731336
  nChanged 403
		SP:Iteration 67Q (34975.870000 sec): 3 clusters
  Score: Raw -7685243.670472 + Penalty 3605.592876 = -7681638.077596
  nChanged 403
		SP:Iteration 68Q (34976.350000 sec): 3 clusters
  Score: Raw -7685295.552996 + Penalty 3605.592876 = -7681689.960120
  nChanged 436
		SP:Iteration 69Q (34976.790000 sec): 3 clusters
  Score: Raw -7685358.342313 + Penalty 3605.592876 = -7681752.749437
  nChanged 474
		SP:Iteration 70Q (34977.260000 sec): 3 clusters
  Score: Raw -7685435.096219 + Penalty 3605.592876 = -7681829.503342
  nChanged 532
		SP:Iteration 71Q (34977.710000 sec): 3 clusters
  Score: Raw -7685534.602325 + Penalty 3605.592876 = -7681929.009449
  nChanged 582
		SP:Iteration 72Q (34978.180000 sec): 3 clusters
  Score: Raw -7685643.240947 + Penalty 3605.592876 = -7682037.648071
  nChanged 578
		SP:Iteration 73Q (34978.660000 sec): 3 clusters
  Score: Raw -7685744.572489 + Penalty 3605.592876 = -7682138.979613
  nChanged 551
		SP:Iteration 74Q (34979.100000 sec): 3 clusters
  Score: Raw -7685844.920648 + Penalty 3605.592876 = -7682239.327771
  nChanged 579
		SP:Iteration 75Q (34979.560000 sec): 3 clusters
  Score: Raw -7685953.176800 + Penalty 3605.592876 = -7682347.583924
  nChanged 600
		SP:Iteration 76Q (34980.050000 sec): 3 clusters
  Score: Raw -7686072.188332 + Penalty 3605.592876 = -7682466.595456
  nChanged 610
		SP:Iteration 77Q (34980.530000 sec): 3 clusters
  Score: Raw -7686199.232679 + Penalty 3605.592876 = -7682593.639803
  nChanged 664
		SP:Iteration 78Q (34980.980000 sec): 3 clusters
  Score: Raw -7686342.535664 + Penalty 3605.592876 = -7682736.942788
  nChanged 693
		SP:Iteration 79Q (34981.490000 sec): 3 clusters
  Score: Raw -7686501.547343 + Penalty 3605.592876 = -7682895.954467
  nChanged 716
		SP:Iteration 80F (34981.980000 sec): 3 clusters
  Score: Raw -7686664.879749 + Penalty 3605.592876 = -7683059.286873
  nChanged 761
		SP:Iteration 81Q (34982.450000 sec): 3 clusters
  Score: Raw -7686835.708967 + Penalty 3605.592876 = -7683230.116091
  nChanged 729
		SP:Iteration 82Q (34982.970000 sec): 3 clusters
  Score: Raw -7687009.435840 + Penalty 3605.592876 = -7683403.842964
  nChanged 784
		SP:Iteration 83Q (34983.450000 sec): 3 clusters
  Score: Raw -7687197.469751 + Penalty 3605.592876 = -7683591.876875
  nChanged 749
		SP:Iteration 84Q (34983.960000 sec): 3 clusters
  Score: Raw -7687373.770098 + Penalty 3605.592876 = -7683768.177222
  nChanged 765
		SP:Iteration 85Q (34984.430000 sec): 3 clusters
  Score: Raw -7687565.675932 + Penalty 3605.592876 = -7683960.083055
  nChanged 781
		SP:Iteration 86Q (34984.910000 sec): 3 clusters
  Score: Raw -7687779.586416 + Penalty 3605.592876 = -7684173.993540
  nChanged 797
		SP:Iteration 87Q (34985.380000 sec): 3 clusters
  Score: Raw -7688002.995895 + Penalty 3605.592876 = -7684397.403019
  nChanged 739
		SP:Iteration 88Q (34985.850000 sec): 3 clusters
  Score: Raw -7688207.992218 + Penalty 3605.592876 = -7684602.399342
  nChanged 797
		SP:Iteration 89Q (34986.330000 sec): 3 clusters
  Score: Raw -7688445.018009 + Penalty 3605.592876 = -7684839.425132
  nChanged 819
		SP:Iteration 90Q (34986.810000 sec): 3 clusters
  Score: Raw -7688697.337104 + Penalty 3605.592876 = -7685091.744228
  nChanged 827
		SP:Iteration 91Q (34987.270000 sec): 3 clusters
  Score: Raw -7688955.091074 + Penalty 3605.592876 = -7685349.498198
  nChanged 824
		SP:Iteration 92Q (34987.760000 sec): 3 clusters
  Score: Raw -7689212.608751 + Penalty 3605.592876 = -7685607.015875
  nChanged 831
		SP:Iteration 93Q (34988.230000 sec): 3 clusters
  Score: Raw -7689471.955647 + Penalty 3605.592876 = -7685866.362771
  nChanged 805
		SP:Iteration 94Q (34988.730000 sec): 3 clusters
  Score: Raw -7689737.644943 + Penalty 3605.592876 = -7686132.052067
  nChanged 783
		SP:Iteration 95Q (34989.180000 sec): 3 clusters
  Score: Raw -7690012.582072 + Penalty 3605.592876 = -7686406.989196
  nChanged 801
		SP:Iteration 96Q (34989.650000 sec): 3 clusters
  Score: Raw -7690301.447217 + Penalty 3605.592876 = -7686695.854341
  nChanged 817
		SP:Iteration 97Q (34990.160000 sec): 3 clusters
  Score: Raw -7690585.982504 + Penalty 3605.592876 = -7686980.389628
  nChanged 769
		SP:Iteration 98Q (34990.610000 sec): 3 clusters
  Score: Raw -7690838.328534 + Penalty 3605.592876 = -7687232.735658
  nChanged 731
		SP:Iteration 99Q (34991.050000 sec): 3 clusters
  Score: Raw -7691096.896858 + Penalty 3605.592876 = -7687491.303981
  nChanged 717
		SP:Iteration 100F (34991.520000 sec): 3 clusters
  Score: Raw -7691365.537291 + Penalty 3605.592876 = -7687759.944415
  nChanged 708
		SP:Iteration 101Q (34992.000000 sec): 3 clusters
  Score: Raw -7691612.812186 + Penalty 3605.592876 = -7688007.219310
  nChanged 662
		SP:Iteration 102Q (34992.460000 sec): 3 clusters
  Score: Raw -7691836.062124 + Penalty 3605.592876 = -7688230.469248
  nChanged 631
		SP:Iteration 103Q (34992.940000 sec): 3 clusters
  Score: Raw -7692039.824167 + Penalty 3605.592876 = -7688434.231291
  nChanged 614
		SP:Iteration 104Q (34993.380000 sec): 3 clusters
  Score: Raw -7692235.300701 + Penalty 3605.592876 = -7688629.707825
  nChanged 594
		SP:Iteration 105Q (34993.830000 sec): 3 clusters
  Score: Raw -7692416.873788 + Penalty 3605.592876 = -7688811.280912
  nChanged 549
		SP:Iteration 106Q (34994.330000 sec): 3 clusters
  Score: Raw -7692587.304834 + Penalty 3605.592876 = -7688981.711957
  nChanged 512
		SP:Iteration 107Q (34994.780000 sec): 3 clusters
  Score: Raw -7692744.197882 + Penalty 3605.592876 = -7689138.605006
  nChanged 492
		SP:Iteration 108Q (34995.210000 sec): 3 clusters
  Score: Raw -7692884.635940 + Penalty 3605.592876 = -7689279.043064
  nChanged 462
		SP:Iteration 109Q (34995.660000 sec): 3 clusters
  Score: Raw -7693016.384913 + Penalty 3605.592876 = -7689410.792037
  nChanged 455
		SP:Iteration 110Q (34996.090000 sec): 3 clusters
  Score: Raw -7693139.458216 + Penalty 3605.592876 = -7689533.865340
  nChanged 405
		SP:Iteration 111Q (34996.530000 sec): 3 clusters
  Score: Raw -7693244.226486 + Penalty 3605.592876 = -7689638.633610
  nChanged 388
		SP:Iteration 112Q (34997.000000 sec): 3 clusters
  Score: Raw -7693345.396644 + Penalty 3605.592876 = -7689739.803767
  nChanged 381
		SP:Iteration 113Q (34997.440000 sec): 3 clusters
  Score: Raw -7693441.947545 + Penalty 3605.592876 = -7689836.354669
  nChanged 344
		SP:Iteration 114Q (34997.920000 sec): 3 clusters
  Score: Raw -7693523.994999 + Penalty 3605.592876 = -7689918.402123
  nChanged 292
		SP:Iteration 115Q (34998.430000 sec): 3 clusters
  Score: Raw -7693592.346598 + Penalty 3605.592876 = -7689986.753721
  nChanged 288
		SP:Iteration 116Q (34998.900000 sec): 3 clusters
  Score: Raw -7693661.609120 + Penalty 3605.592876 = -7690056.016244
  nChanged 274
		SP:Iteration 117Q (34999.380000 sec): 3 clusters
  Score: Raw -7693729.511753 + Penalty 3605.592876 = -7690123.918877
  nChanged 281
		SP:Iteration 118Q (34999.800000 sec): 3 clusters
  Score: Raw -7693795.333306 + Penalty 3605.592876 = -7690189.740429
  nChanged 245
		SP:Iteration 119Q (35000.270000 sec): 3 clusters
  Score: Raw -7693849.368483 + Penalty 3605.592876 = -7690243.775607
  nChanged 220
		SP:Iteration 120F (35000.760000 sec): 3 clusters
  Score: Raw -7693894.933342 + Penalty 3605.592876 = -7690289.340466
  nChanged 186
		SP:Iteration 121Q (35001.240000 sec): 3 clusters
  Score: Raw -7693927.638161 + Penalty 3605.592876 = -7690322.045285
  nChanged 172
		SP:Iteration 122Q (35001.740000 sec): 3 clusters
  Score: Raw -7693958.235926 + Penalty 3605.592876 = -7690352.643050
  nChanged 155
		SP:Iteration 123Q (35002.230000 sec): 3 clusters
  Score: Raw -7693983.525088 + Penalty 3605.592876 = -7690377.932212
  nChanged 132
		SP:Iteration 124Q (35002.700000 sec): 3 clusters
  Score: Raw -7694007.835615 + Penalty 3605.592876 = -7690402.242738
  nChanged 133
		SP:Iteration 125Q (35003.110000 sec): 3 clusters
  Score: Raw -7694030.703584 + Penalty 3605.592876 = -7690425.110707
  nChanged 106
		SP:Iteration 126Q (35003.540000 sec): 3 clusters
  Score: Raw -7694047.176133 + Penalty 3605.592876 = -7690441.583257
  nChanged 108
		SP:Iteration 127Q (35003.990000 sec): 3 clusters
  Score: Raw -7694061.495233 + Penalty 3605.592876 = -7690455.902357
  nChanged 86
		SP:Iteration 128Q (35004.440000 sec): 3 clusters
  Score: Raw -7694073.989343 + Penalty 3605.592876 = -7690468.396467
  nChanged 95
		SP:Iteration 129Q (35004.880000 sec): 3 clusters
  Score: Raw -7694088.915857 + Penalty 3605.592876 = -7690483.322980
  nChanged 102
		SP:Iteration 130Q (35005.290000 sec): 3 clusters
  Score: Raw -7694106.084631 + Penalty 3605.592876 = -7690500.491755
  nChanged 90
		SP:Iteration 131Q (35005.710000 sec): 3 clusters
  Score: Raw -7694120.862720 + Penalty 3605.592876 = -7690515.269844
  nChanged 87
		SP:Iteration 132Q (35006.180000 sec): 3 clusters
  Score: Raw -7694134.341766 + Penalty 3605.592876 = -7690528.748890
  nChanged 74
		SP:Iteration 133Q (35006.580000 sec): 3 clusters
  Score: Raw -7694145.632988 + Penalty 3605.592876 = -7690540.040112
  nChanged 66
		SP:Iteration 134Q (35006.990000 sec): 3 clusters
  Score: Raw -7694155.968612 + Penalty 3605.592876 = -7690550.375736
  nChanged 62
		SP:Iteration 135Q (35007.380000 sec): 3 clusters
  Score: Raw -7694164.994582 + Penalty 3605.592876 = -7690559.401706
  nChanged 71
		SP:Iteration 136Q (35007.850000 sec): 3 clusters
  Score: Raw -7694176.817815 + Penalty 3605.592876 = -7690571.224939
  nChanged 65
		SP:Iteration 137Q (35008.260000 sec): 3 clusters
  Score: Raw -7694187.177113 + Penalty 3605.592876 = -7690581.584237
  nChanged 69
		SP:Iteration 138Q (35008.700000 sec): 3 clusters
  Score: Raw -7694199.358157 + Penalty 3605.592876 = -7690593.765281
  nChanged 54
		SP:Iteration 139Q (35009.110000 sec): 3 clusters
  Score: Raw -7694207.668704 + Penalty 3605.592876 = -7690602.075828
  nChanged 48
		SP:Iteration 140F (35009.580000 sec): 3 clusters
  Score: Raw -7694215.596888 + Penalty 3605.592876 = -7690610.004012
  nChanged 45
		SP:Iteration 141Q (35009.970000 sec): 3 clusters
  Score: Raw -7694222.332793 + Penalty 3605.592876 = -7690616.739916
  nChanged 49
		SP:Iteration 142Q (35010.340000 sec): 3 clusters
  Score: Raw -7694227.966883 + Penalty 3605.592876 = -7690622.374007
  nChanged 30
		SP:Iteration 143Q (35010.740000 sec): 3 clusters
  Score: Raw -7694232.246952 + Penalty 3605.592876 = -7690626.654076
  nChanged 31
		SP:Iteration 144Q (35011.150000 sec): 3 clusters
  Score: Raw -7694236.274905 + Penalty 3605.592876 = -7690630.682029
  nChanged 36
		SP:Iteration 145Q (35011.510000 sec): 3 clusters
  Score: Raw -7694241.473293 + Penalty 3605.592876 = -7690635.880417
  nChanged 33
		SP:Iteration 146Q (35011.930000 sec): 3 clusters
  Score: Raw -7694245.549466 + Penalty 3605.592876 = -7690639.956589
  nChanged 28
		SP:Iteration 147Q (35012.370000 sec): 3 clusters
  Score: Raw -7694248.516987 + Penalty 3605.592876 = -7690642.924110
  nChanged 25
		SP:Iteration 148Q (35012.790000 sec): 3 clusters
  Score: Raw -7694251.036480 + Penalty 3605.592876 = -7690645.443604
  nChanged 18
		SP:Iteration 149Q (35013.190000 sec): 3 clusters
  Score: Raw -7694253.156081 + Penalty 3605.592876 = -7690647.563205
  nChanged 22
		SP:Iteration 150Q (35013.620000 sec): 3 clusters
  Score: Raw -7694255.832883 + Penalty 3605.592876 = -7690650.240007
  nChanged 19
		SP:Iteration 151Q (35014.040000 sec): 3 clusters
  Score: Raw -7694258.387832 + Penalty 3605.592876 = -7690652.794956
  nChanged 16
		SP:Iteration 152Q (35014.470000 sec): 3 clusters
  Score: Raw -7694260.183960 + Penalty 3605.592876 = -7690654.591084
  nChanged 15
		SP:Iteration 153Q (35014.920000 sec): 3 clusters
  Score: Raw -7694262.065308 + Penalty 3605.592876 = -7690656.472432
  nChanged 22
		SP:Iteration 154Q (35015.380000 sec): 3 clusters
  Score: Raw -7694264.926430 + Penalty 3605.592876 = -7690659.333554
  nChanged 22
		SP:Iteration 155Q (35015.780000 sec): 3 clusters
  Score: Raw -7694267.198739 + Penalty 3605.592876 = -7690661.605863
  nChanged 20
		SP:Iteration 156Q (35016.230000 sec): 3 clusters
  Score: Raw -7694269.237909 + Penalty 3605.592876 = -7690663.645033
  nChanged 17
		SP:Iteration 157Q (35016.630000 sec): 3 clusters
  Score: Raw -7694271.036261 + Penalty 3605.592876 = -7690665.443385
  nChanged 17
		SP:Iteration 158Q (35017.050000 sec): 3 clusters
  Score: Raw -7694273.327975 + Penalty 3605.592876 = -7690667.735099
  nChanged 21
		SP:Iteration 159Q (35017.440000 sec): 3 clusters
  Score: Raw -7694276.063848 + Penalty 3605.592876 = -7690670.470972
  nChanged 20
		SP:Iteration 160F (35017.900000 sec): 3 clusters
  Score: Raw -7694278.441604 + Penalty 3605.592876 = -7690672.848728
  nChanged 18
		SP:Iteration 161Q (35018.340000 sec): 3 clusters
  Score: Raw -7694281.030972 + Penalty 3605.592876 = -7690675.438096
  nChanged 22
		SP:Iteration 162Q (35018.760000 sec): 3 clusters
  Score: Raw -7694284.043070 + Penalty 3605.592876 = -7690678.450194
  nChanged 22
		SP:Iteration 163Q (35019.180000 sec): 3 clusters
  Score: Raw -7694287.288580 + Penalty 3605.592876 = -7690681.695704
  nChanged 22
		SP:Iteration 164Q (35019.610000 sec): 3 clusters
  Score: Raw -7694289.920146 + Penalty 3605.592876 = -7690684.327270
  nChanged 19
		SP:Iteration 165Q (35020.000000 sec): 3 clusters
  Score: Raw -7694292.672458 + Penalty 3605.592876 = -7690687.079581
  nChanged 19
		SP:Iteration 166Q (35020.440000 sec): 3 clusters
  Score: Raw -7694295.097131 + Penalty 3605.592876 = -7690689.504255
  nChanged 25
		SP:Iteration 167Q (35020.880000 sec): 3 clusters
  Score: Raw -7694298.308982 + Penalty 3605.592876 = -7690692.716106
  nChanged 18
		SP:Iteration 168Q (35021.300000 sec): 3 clusters
  Score: Raw -7694300.276729 + Penalty 3605.592876 = -7690694.683853
  nChanged 11
		SP:Iteration 169Q (35021.720000 sec): 3 clusters
  Score: Raw -7694301.492945 + Penalty 3605.592876 = -7690695.900069
  nChanged 10
		SP:Iteration 170Q (35022.090000 sec): 3 clusters
  Score: Raw -7694302.738159 + Penalty 3605.592876 = -7690697.145283
  nChanged 12
		SP:Iteration 171Q (35022.450000 sec): 3 clusters
  Score: Raw -7694304.085790 + Penalty 3605.592876 = -7690698.492914
  nChanged 9
		SP:Iteration 172Q (35022.840000 sec): 3 clusters
  Score: Raw -7694305.139553 + Penalty 3605.592876 = -7690699.546677
  nChanged 11
		SP:Iteration 173Q (35023.250000 sec): 3 clusters
  Score: Raw -7694306.455585 + Penalty 3605.592876 = -7690700.862709
  nChanged 15
		SP:Iteration 174Q (35023.660000 sec): 3 clusters
  Score: Raw -7694308.359273 + Penalty 3605.592876 = -7690702.766397
  nChanged 12
		SP:Iteration 175Q (35024.050000 sec): 3 clusters
  Score: Raw -7694309.628547 + Penalty 3605.592876 = -7690704.035671
  nChanged 13
		SP:Iteration 176Q (35024.460000 sec): 3 clusters
  Score: Raw -7694310.851150 + Penalty 3605.592876 = -7690705.258273
  nChanged 4
		SP:Iteration 177Q (35024.900000 sec): 3 clusters
  Score: Raw -7694311.248550 + Penalty 3605.592876 = -7690705.655674
  nChanged 3
		SP:Iteration 178Q (35025.300000 sec): 3 clusters
  Score: Raw -7694311.506504 + Penalty 3605.592876 = -7690705.913627
  nChanged 4
		SP:Iteration 179Q (35025.680000 sec): 3 clusters
  Score: Raw -7694312.091090 + Penalty 3605.592876 = -7690706.498214
  nChanged 6
		SP:Iteration 180F (35026.190000 sec): 3 clusters
  Score: Raw -7694312.690623 + Penalty 3605.592876 = -7690707.097747
  nChanged 3
		SP:Iteration 181Q (35026.610000 sec): 3 clusters
  Score: Raw -7694313.106787 + Penalty 3605.592876 = -7690707.513910
  nChanged 9
		SP:Iteration 182Q (35027.050000 sec): 3 clusters
  Score: Raw -7694314.083221 + Penalty 3605.592876 = -7690708.490345
  nChanged 7
		SP:Iteration 183Q (35027.500000 sec): 3 clusters
  Score: Raw -7694314.843473 + Penalty 3605.592876 = -7690709.250597
  nChanged 10
		SP:Iteration 184Q (35027.960000 sec): 3 clusters
  Score: Raw -7694315.899017 + Penalty 3605.592876 = -7690710.306140
  nChanged 12
		SP:Iteration 185Q (35028.370000 sec): 3 clusters
  Score: Raw -7694317.376980 + Penalty 3605.592876 = -7690711.784104
  nChanged 13
		SP:Iteration 186Q (35028.790000 sec): 3 clusters
  Score: Raw -7694319.125186 + Penalty 3605.592876 = -7690713.532310
  nChanged 9
		SP:Iteration 187Q (35029.220000 sec): 3 clusters
  Score: Raw -7694320.289590 + Penalty 3605.592876 = -7690714.696713
  nChanged 10
		SP:Iteration 188Q (35029.630000 sec): 3 clusters
  Score: Raw -7694321.439618 + Penalty 3605.592876 = -7690715.846741
  nChanged 11
		SP:Iteration 189Q (35030.090000 sec): 3 clusters
  Score: Raw -7694322.409427 + Penalty 3605.592876 = -7690716.816551
  nChanged 7
		SP:Iteration 190Q (35030.510000 sec): 3 clusters
  Score: Raw -7694323.341161 + Penalty 3605.592876 = -7690717.748285
  nChanged 5
		SP:Iteration 191Q (35030.940000 sec): 3 clusters
  Score: Raw -7694323.907968 + Penalty 3605.592876 = -7690718.315092
  nChanged 5
		SP:Iteration 192Q (35031.350000 sec): 3 clusters
  Score: Raw -7694324.359043 + Penalty 3605.592876 = -7690718.766167
  nChanged 5
		SP:Iteration 193Q (35031.760000 sec): 3 clusters
  Score: Raw -7694324.975311 + Penalty 3605.592876 = -7690719.382435
  nChanged 5
		SP:Iteration 194Q (35032.170000 sec): 3 clusters
  Score: Raw -7694325.528248 + Penalty 3605.592876 = -7690719.935372
  nChanged 8
		SP:Iteration 195Q (35032.660000 sec): 3 clusters
  Score: Raw -7694326.209871 + Penalty 3605.592876 = -7690720.616995
  nChanged 8
		SP:Iteration 196Q (35033.090000 sec): 3 clusters
  Score: Raw -7694327.368051 + Penalty 3605.592876 = -7690721.775175
  nChanged 13
		SP:Iteration 197Q (35033.550000 sec): 3 clusters
  Score: Raw -7694328.904220 + Penalty 3605.592876 = -7690723.311344
  nChanged 9
		SP:Iteration 198Q (35033.930000 sec): 3 clusters
  Score: Raw -7694329.673866 + Penalty 3605.592876 = -7690724.080989
  nChanged 5
		SP:Iteration 199Q (35034.350000 sec): 3 clusters
  Score: Raw -7694330.272617 + Penalty 3605.592876 = -7690724.679741
  nChanged 9
		SP:Iteration 200F (35034.790000 sec): 3 clusters
  Score: Raw -7694331.244412 + Penalty 3605.592876 = -7690725.651536
  nChanged 9
		SP:Iteration 201Q (35035.210000 sec): 3 clusters
  Score: Raw -7694332.208361 + Penalty 3605.592876 = -7690726.615484
  nChanged 12
		SP:Iteration 202Q (35035.610000 sec): 3 clusters
  Score: Raw -7694333.926509 + Penalty 3605.592876 = -7690728.333632
  nChanged 14
		SP:Iteration 203Q (35036.090000 sec): 3 clusters
  Score: Raw -7694336.035723 + Penalty 3605.592876 = -7690730.442847
  nChanged 13
		SP:Iteration 204Q (35036.530000 sec): 3 clusters
  Score: Raw -7694338.092361 + Penalty 3605.592876 = -7690732.499484
  nChanged 14
		SP:Iteration 205Q (35036.940000 sec): 3 clusters
  Score: Raw -7694340.093936 + Penalty 3605.592876 = -7690734.501060
  nChanged 11
		SP:Iteration 206Q (35037.390000 sec): 3 clusters
  Score: Raw -7694341.327766 + Penalty 3605.592876 = -7690735.734890
  nChanged 6
		SP:Iteration 207Q (35037.800000 sec): 3 clusters
  Score: Raw -7694341.965603 + Penalty 3605.592876 = -7690736.372727
  nChanged 5
		SP:Iteration 208Q (35038.230000 sec): 3 clusters
  Score: Raw -7694342.460301 + Penalty 3605.592876 = -7690736.867425
  nChanged 4
		SP:Iteration 209Q (35038.670000 sec): 3 clusters
  Score: Raw -7694342.743126 + Penalty 3605.592876 = -7690737.150250
  nChanged 5
		SP:Iteration 210Q (35039.060000 sec): 3 clusters
  Score: Raw -7694343.063841 + Penalty 3605.592876 = -7690737.470965
  nChanged 1
		SP:Iteration 211Q (35039.500000 sec): 3 clusters
  Score: Raw -7694343.107688 + Penalty 3605.592876 = -7690737.514812
  nChanged 0
		SP:Iteration 212F (35039.980000 sec): 3 clusters
  Score: Raw -7694343.107688 + Penalty 3605.592876 = -7690737.514812
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (14250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35040.160000 sec): 2 clusters
  Score: Raw -1715461.748877 + Penalty 1554.233230 = -1713907.515647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35040.370000 sec): 3 clusters
  Score: Raw -1707096.959622 + Penalty 3108.466460 = -1703988.493161
  nChanged 6364
		SP:Iteration 1F (35040.580000 sec): 3 clusters
  Score: Raw -1710659.533580 + Penalty 3108.466460 = -1707551.067119
  nChanged 851
		SP:Iteration 2F (35040.880000 sec): 3 clusters
  Score: Raw -1711078.254733 + Penalty 3108.466460 = -1707969.788273
  nChanged 811
		SP:Iteration 3F (35041.110000 sec): 3 clusters
  Score: Raw -1711536.250746 + Penalty 3108.466460 = -1708427.784285
  nChanged 757
		SP:Iteration 4F (35041.340000 sec): 3 clusters
  Score: Raw -1711983.445495 + Penalty 3108.466460 = -1708874.979035
  nChanged 720
		SP:Iteration 5F (35041.590000 sec): 3 clusters
  Score: Raw -1712465.076964 + Penalty 3108.466460 = -1709356.610504
  nChanged 744
		SP:Iteration 6F (35041.860000 sec): 3 clusters
  Score: Raw -1713039.008197 + Penalty 3108.466460 = -1709930.541737
  nChanged 739
		SP:Iteration 7F (35042.130000 sec): 3 clusters
  Score: Raw -1713663.777663 + Penalty 3108.466460 = -1710555.311202
  nChanged 673
		SP:Iteration 8Q (35042.380000 sec): 3 clusters
  Score: Raw -1714251.510314 + Penalty 3108.466460 = -1711143.043854
  nChanged 555
		SP:Iteration 9Q (35042.620000 sec): 3 clusters
  Score: Raw -1714758.075144 + Penalty 3108.466460 = -1711649.608683
  nChanged 436
		SP:Iteration 10Q (35042.820000 sec): 3 clusters
  Score: Raw -1715171.210416 + Penalty 3108.466460 = -1712062.743955
  nChanged 363
		SP:Iteration 11Q (35043.020000 sec): 3 clusters
  Score: Raw -1715560.722679 + Penalty 3108.466460 = -1712452.256219
  nChanged 261
		SP:Iteration 12Q (35043.220000 sec): 3 clusters
  Score: Raw -1715781.779940 + Penalty 3108.466460 = -1712673.313480
  nChanged 197
		SP:Iteration 13Q (35043.440000 sec): 3 clusters
  Score: Raw -1715927.597705 + Penalty 3108.466460 = -1712819.131245
  nChanged 141
		SP:Iteration 14Q (35043.640000 sec): 3 clusters
  Score: Raw -1716035.969342 + Penalty 3108.466460 = -1712927.502881
  nChanged 119
		SP:Iteration 15Q (35043.900000 sec): 3 clusters
  Score: Raw -1716112.008074 + Penalty 3108.466460 = -1713003.541613
  nChanged 94
		SP:Iteration 16Q (35044.080000 sec): 3 clusters
  Score: Raw -1716159.168090 + Penalty 3108.466460 = -1713050.701630
  nChanged 47
		SP:Iteration 17Q (35044.340000 sec): 3 clusters
  Score: Raw -1716177.050296 + Penalty 3108.466460 = -1713068.583835
  nChanged 41
		SP:Iteration 18Q (35044.580000 sec): 3 clusters
  Score: Raw -1716193.964273 + Penalty 3108.466460 = -1713085.497812
  nChanged 36
		SP:Iteration 19Q (35044.800000 sec): 3 clusters
  Score: Raw -1716210.646983 + Penalty 3108.466460 = -1713102.180523
  nChanged 39
		SP:Iteration 20F (35045.060000 sec): 3 clusters
  Score: Raw -1716227.771753 + Penalty 3108.466460 = -1713119.305293
  nChanged 27
		SP:Iteration 21Q (35045.340000 sec): 3 clusters
  Score: Raw -1716238.757837 + Penalty 3108.466460 = -1713130.291377
  nChanged 22
		SP:Iteration 22Q (35045.540000 sec): 3 clusters
  Score: Raw -1716245.901334 + Penalty 3108.466460 = -1713137.434874
  nChanged 17
		SP:Iteration 23Q (35045.760000 sec): 3 clusters
  Score: Raw -1716252.887722 + Penalty 3108.466460 = -1713144.421262
  nChanged 13
		SP:Iteration 24Q (35046.020000 sec): 3 clusters
  Score: Raw -1716258.111955 + Penalty 3108.466460 = -1713149.645495
  nChanged 16
		SP:Iteration 25Q (35046.240000 sec): 3 clusters
  Score: Raw -1716263.873052 + Penalty 3108.466460 = -1713155.406592
  nChanged 18
		SP:Iteration 26Q (35046.440000 sec): 3 clusters
  Score: Raw -1716271.920953 + Penalty 3108.466460 = -1713163.454493
  nChanged 22
		SP:Iteration 27Q (35046.690000 sec): 3 clusters
  Score: Raw -1716284.522162 + Penalty 3108.466460 = -1713176.055702
  nChanged 27
		SP:Iteration 28Q (35046.910000 sec): 3 clusters
  Score: Raw -1716296.491308 + Penalty 3108.466460 = -1713188.024848
  nChanged 20
		SP:Iteration 29Q (35047.140000 sec): 3 clusters
  Score: Raw -1716303.386916 + Penalty 3108.466460 = -1713194.920455
  nChanged 13
		SP:Iteration 30Q (35047.350000 sec): 3 clusters
  Score: Raw -1716308.220021 + Penalty 3108.466460 = -1713199.753560
  nChanged 15
		SP:Iteration 31Q (35047.610000 sec): 3 clusters
  Score: Raw -1716313.300300 + Penalty 3108.466460 = -1713204.833840
  nChanged 11
		SP:Iteration 32Q (35047.820000 sec): 3 clusters
  Score: Raw -1716316.681729 + Penalty 3108.466460 = -1713208.215269
  nChanged 9
		SP:Iteration 33Q (35048.090000 sec): 3 clusters
  Score: Raw -1716319.489986 + Penalty 3108.466460 = -1713211.023525
  nChanged 12
		SP:Iteration 34Q (35048.270000 sec): 3 clusters
  Score: Raw -1716325.512465 + Penalty 3108.466460 = -1713217.046004
  nChanged 19
		SP:Iteration 35Q (35048.530000 sec): 3 clusters
  Score: Raw -1716337.789444 + Penalty 3108.466460 = -1713229.322984
  nChanged 20
		SP:Iteration 36Q (35048.760000 sec): 3 clusters
  Score: Raw -1716349.063378 + Penalty 3108.466460 = -1713240.596918
  nChanged 14
		SP:Iteration 37Q (35048.980000 sec): 3 clusters
  Score: Raw -1716354.360293 + Penalty 3108.466460 = -1713245.893832
  nChanged 11
		SP:Iteration 38Q (35049.220000 sec): 3 clusters
  Score: Raw -1716358.584537 + Penalty 3108.466460 = -1713250.118076
  nChanged 10
		SP:Iteration 39Q (35049.480000 sec): 3 clusters
  Score: Raw -1716361.864588 + Penalty 3108.466460 = -1713253.398128
  nChanged 10
		SP:Iteration 40F (35049.740000 sec): 3 clusters
  Score: Raw -1716365.027136 + Penalty 3108.466460 = -1713256.560676
  nChanged 11
		SP:Iteration 41Q (35049.960000 sec): 3 clusters
  Score: Raw -1716370.715566 + Penalty 3108.466460 = -1713262.249106
  nChanged 17
		SP:Iteration 42Q (35050.140000 sec): 3 clusters
  Score: Raw -1716377.919720 + Penalty 3108.466460 = -1713269.453260
  nChanged 9
		SP:Iteration 43Q (35050.360000 sec): 3 clusters
  Score: Raw -1716380.902085 + Penalty 3108.466460 = -1713272.435624
  nChanged 11
		SP:Iteration 44Q (35050.570000 sec): 3 clusters
  Score: Raw -1716384.511534 + Penalty 3108.466460 = -1713276.045073
  nChanged 10
		SP:Iteration 45Q (35050.790000 sec): 3 clusters
  Score: Raw -1716388.851729 + Penalty 3108.466460 = -1713280.385268
  nChanged 11
		SP:Iteration 46Q (35050.980000 sec): 3 clusters
  Score: Raw -1716392.266774 + Penalty 3108.466460 = -1713283.800313
  nChanged 5
		SP:Iteration 47Q (35051.190000 sec): 3 clusters
  Score: Raw -1716394.379987 + Penalty 3108.466460 = -1713285.913527
  nChanged 2
		SP:Iteration 48Q (35051.390000 sec): 3 clusters
  Score: Raw -1716394.890231 + Penalty 3108.466460 = -1713286.423771
  nChanged 2
		SP:Iteration 49Q (35051.650000 sec): 3 clusters
  Score: Raw -1716395.989643 + Penalty 3108.466460 = -1713287.523183
  nChanged 3
		SP:Iteration 50Q (35051.860000 sec): 3 clusters
  Score: Raw -1716396.769800 + Penalty 3108.466460 = -1713288.303339
  nChanged 2
		SP:Iteration 51Q (35052.110000 sec): 3 clusters
  Score: Raw -1716397.241878 + Penalty 3108.466460 = -1713288.775418
  nChanged 1
		SP:Iteration 52Q (35052.300000 sec): 3 clusters
  Score: Raw -1716397.544273 + Penalty 3108.466460 = -1713289.077813
  nChanged 1
		SP:Iteration 53Q (35052.540000 sec): 3 clusters
  Score: Raw -1716397.876977 + Penalty 3108.466460 = -1713289.410517
  nChanged 2
		SP:Iteration 54Q (35052.790000 sec): 3 clusters
  Score: Raw -1716398.353423 + Penalty 3108.466460 = -1713289.886962
  nChanged 1
		SP:Iteration 55Q (35053.040000 sec): 3 clusters
  Score: Raw -1716399.098942 + Penalty 3108.466460 = -1713290.632482
  nChanged 1
		SP:Iteration 56Q (35053.260000 sec): 3 clusters
  Score: Raw -1716399.552645 + Penalty 3108.466460 = -1713291.086184
  nChanged 4
		SP:Iteration 57Q (35053.450000 sec): 3 clusters
  Score: Raw -1716400.774560 + Penalty 3108.466460 = -1713292.308100
  nChanged 0
		SP:Iteration 58F (35053.680000 sec): 3 clusters
  Score: Raw -1716400.774560 + Penalty 3108.466460 = -1713292.308100
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (74563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35054.120000 sec): 2 clusters
  Score: Raw -8887391.471070 + Penalty 1823.152449 = -8885568.318621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35054.620000 sec): 3 clusters
  Score: Raw -8839365.627295 + Penalty 3646.304897 = -8835719.322397
  nChanged 35489
		SP:Iteration 1F (35055.130000 sec): 3 clusters
  Score: Raw -8859686.384636 + Penalty 3646.304897 = -8856040.079738
  nChanged 2531
		SP:Iteration 2Q (35055.630000 sec): 3 clusters
  Score: Raw -8860321.533211 + Penalty 3646.304897 = -8856675.228314
  nChanged 2579
		SP:Iteration 3Q (35056.120000 sec): 3 clusters
  Score: Raw -8861053.280278 + Penalty 3646.304897 = -8857406.975381
  nChanged 2799
		SP:Iteration 4Q (35056.590000 sec): 3 clusters
  Score: Raw -8861945.984144 + Penalty 3646.304897 = -8858299.679246
  nChanged 3035
		SP:Iteration 5Q (35057.080000 sec): 3 clusters
  Score: Raw -8863000.580089 + Penalty 3646.304897 = -8859354.275192
  nChanged 3401
		SP:Iteration 6Q (35057.610000 sec): 3 clusters
  Score: Raw -8864414.356144 + Penalty 3646.304897 = -8860768.051247
  nChanged 3895
		SP:Iteration 7F (35058.190000 sec): 3 clusters
  Score: Raw -8866336.744448 + Penalty 3646.304897 = -8862690.439550
  nChanged 4350
		SP:Iteration 8F (35058.740000 sec): 3 clusters
  Score: Raw -8868861.247232 + Penalty 3646.304897 = -8865214.942334
  nChanged 4545
		SP:Iteration 9F (35059.260000 sec): 3 clusters
  Score: Raw -8871862.178561 + Penalty 3646.304897 = -8868215.873664
  nChanged 4081
		SP:Iteration 10F (35059.770000 sec): 3 clusters
  Score: Raw -8874982.060891 + Penalty 3646.304897 = -8871335.755994
  nChanged 3419
		SP:Iteration 11Q (35060.310000 sec): 3 clusters
  Score: Raw -8878299.073011 + Penalty 3646.304897 = -8874652.768114
  nChanged 2689
		SP:Iteration 12Q (35060.820000 sec): 3 clusters
  Score: Raw -8881110.140030 + Penalty 3646.304897 = -8877463.835132
  nChanged 1912
		SP:Iteration 13Q (35061.360000 sec): 3 clusters
  Score: Raw -8882869.327389 + Penalty 3646.304897 = -8879223.022491
  nChanged 1410
		SP:Iteration 14Q (35061.880000 sec): 3 clusters
  Score: Raw -8883921.237957 + Penalty 3646.304897 = -8880274.933060
  nChanged 1165
		SP:Iteration 15Q (35062.410000 sec): 3 clusters
  Score: Raw -8884653.524044 + Penalty 3646.304897 = -8881007.219146
  nChanged 995
		SP:Iteration 16Q (35062.890000 sec): 3 clusters
  Score: Raw -8885166.097108 + Penalty 3646.304897 = -8881519.792211
  nChanged 843
		SP:Iteration 17Q (35063.350000 sec): 3 clusters
  Score: Raw -8885525.930323 + Penalty 3646.304897 = -8881879.625426
  nChanged 681
		SP:Iteration 18Q (35063.860000 sec): 3 clusters
  Score: Raw -8885763.036348 + Penalty 3646.304897 = -8882116.731451
  nChanged 563
		SP:Iteration 19Q (35064.350000 sec): 3 clusters
  Score: Raw -8885938.531983 + Penalty 3646.304897 = -8882292.227085
  nChanged 514
		SP:Iteration 20F (35064.840000 sec): 3 clusters
  Score: Raw -8886082.009606 + Penalty 3646.304897 = -8882435.704708
  nChanged 450
		SP:Iteration 21Q (35065.330000 sec): 3 clusters
  Score: Raw -8886195.832913 + Penalty 3646.304897 = -8882549.528016
  nChanged 431
		SP:Iteration 22Q (35065.790000 sec): 3 clusters
  Score: Raw -8886302.309971 + Penalty 3646.304897 = -8882656.005074
  nChanged 395
		SP:Iteration 23Q (35066.290000 sec): 3 clusters
  Score: Raw -8886390.975443 + Penalty 3646.304897 = -8882744.670546
  nChanged 392
		SP:Iteration 24Q (35066.770000 sec): 3 clusters
  Score: Raw -8886478.682899 + Penalty 3646.304897 = -8882832.378001
  nChanged 342
		SP:Iteration 25Q (35067.250000 sec): 3 clusters
  Score: Raw -8886553.201697 + Penalty 3646.304897 = -8882906.896800
  nChanged 314
		SP:Iteration 26Q (35067.770000 sec): 3 clusters
  Score: Raw -8886615.685359 + Penalty 3646.304897 = -8882969.380462
  nChanged 291
		SP:Iteration 27Q (35068.290000 sec): 3 clusters
  Score: Raw -8886673.163301 + Penalty 3646.304897 = -8883026.858404
  nChanged 289
		SP:Iteration 28Q (35068.790000 sec): 3 clusters
  Score: Raw -8886730.607028 + Penalty 3646.304897 = -8883084.302130
  nChanged 273
		SP:Iteration 29Q (35069.310000 sec): 3 clusters
  Score: Raw -8886784.247901 + Penalty 3646.304897 = -8883137.943003
  nChanged 234
		SP:Iteration 30Q (35069.820000 sec): 3 clusters
  Score: Raw -8886827.943204 + Penalty 3646.304897 = -8883181.638307
  nChanged 200
		SP:Iteration 31Q (35070.280000 sec): 3 clusters
  Score: Raw -8886863.056394 + Penalty 3646.304897 = -8883216.751496
  nChanged 203
		SP:Iteration 32Q (35070.750000 sec): 3 clusters
  Score: Raw -8886899.573871 + Penalty 3646.304897 = -8883253.268973
  nChanged 200
		SP:Iteration 33Q (35071.250000 sec): 3 clusters
  Score: Raw -8886934.891466 + Penalty 3646.304897 = -8883288.586568
  nChanged 204
		SP:Iteration 34Q (35071.750000 sec): 3 clusters
  Score: Raw -8886970.780548 + Penalty 3646.304897 = -8883324.475651
  nChanged 186
		SP:Iteration 35Q (35072.280000 sec): 3 clusters
  Score: Raw -8887005.825329 + Penalty 3646.304897 = -8883359.520432
  nChanged 191
		SP:Iteration 36Q (35072.740000 sec): 3 clusters
  Score: Raw -8887040.884647 + Penalty 3646.304897 = -8883394.579749
  nChanged 176
		SP:Iteration 37Q (35073.230000 sec): 3 clusters
  Score: Raw -8887070.193893 + Penalty 3646.304897 = -8883423.888995
  nChanged 155
		SP:Iteration 38Q (35073.700000 sec): 3 clusters
  Score: Raw -8887099.548961 + Penalty 3646.304897 = -8883453.244064
  nChanged 161
		SP:Iteration 39Q (35074.110000 sec): 3 clusters
  Score: Raw -8887130.103514 + Penalty 3646.304897 = -8883483.798616
  nChanged 152
		SP:Iteration 40F (35074.610000 sec): 3 clusters
  Score: Raw -8887156.545555 + Penalty 3646.304897 = -8883510.240657
  nChanged 160
		SP:Iteration 41Q (35075.110000 sec): 3 clusters
  Score: Raw -8887186.730467 + Penalty 3646.304897 = -8883540.425570
  nChanged 152
		SP:Iteration 42Q (35075.630000 sec): 3 clusters
  Score: Raw -8887212.462830 + Penalty 3646.304897 = -8883566.157933
  nChanged 135
		SP:Iteration 43Q (35076.140000 sec): 3 clusters
  Score: Raw -8887233.267184 + Penalty 3646.304897 = -8883586.962287
  nChanged 114
		SP:Iteration 44Q (35076.640000 sec): 3 clusters
  Score: Raw -8887250.755899 + Penalty 3646.304897 = -8883604.451001
  nChanged 113
		SP:Iteration 45Q (35077.130000 sec): 3 clusters
  Score: Raw -8887267.962944 + Penalty 3646.304897 = -8883621.658047
  nChanged 102
		SP:Iteration 46Q (35077.590000 sec): 3 clusters
  Score: Raw -8887284.409665 + Penalty 3646.304897 = -8883638.104767
  nChanged 99
		SP:Iteration 47Q (35078.040000 sec): 3 clusters
  Score: Raw -8887297.813991 + Penalty 3646.304897 = -8883651.509093
  nChanged 96
		SP:Iteration 48Q (35078.500000 sec): 3 clusters
  Score: Raw -8887311.804261 + Penalty 3646.304897 = -8883665.499364
  nChanged 92
		SP:Iteration 49Q (35078.930000 sec): 3 clusters
  Score: Raw -8887325.565756 + Penalty 3646.304897 = -8883679.260858
  nChanged 75
		SP:Iteration 50Q (35079.420000 sec): 3 clusters
  Score: Raw -8887335.173178 + Penalty 3646.304897 = -8883688.868281
  nChanged 69
		SP:Iteration 51Q (35079.930000 sec): 3 clusters
  Score: Raw -8887344.081393 + Penalty 3646.304897 = -8883697.776496
  nChanged 60
		SP:Iteration 52Q (35080.450000 sec): 3 clusters
  Score: Raw -8887351.860766 + Penalty 3646.304897 = -8883705.555868
  nChanged 48
		SP:Iteration 53Q (35080.990000 sec): 3 clusters
  Score: Raw -8887357.330261 + Penalty 3646.304897 = -8883711.025363
  nChanged 47
		SP:Iteration 54Q (35081.450000 sec): 3 clusters
  Score: Raw -8887362.842705 + Penalty 3646.304897 = -8883716.537807
  nChanged 41
		SP:Iteration 55Q (35081.890000 sec): 3 clusters
  Score: Raw -8887367.577753 + Penalty 3646.304897 = -8883721.272856
  nChanged 39
		SP:Iteration 56Q (35082.370000 sec): 3 clusters
  Score: Raw -8887371.633269 + Penalty 3646.304897 = -8883725.328372
  nChanged 33
		SP:Iteration 57Q (35082.870000 sec): 3 clusters
  Score: Raw -8887374.322642 + Penalty 3646.304897 = -8883728.017744
  nChanged 28
		SP:Iteration 58Q (35083.370000 sec): 3 clusters
  Score: Raw -8887376.755269 + Penalty 3646.304897 = -8883730.450372
  nChanged 31
		SP:Iteration 59Q (35083.830000 sec): 3 clusters
  Score: Raw -8887379.224303 + Penalty 3646.304897 = -8883732.919406
  nChanged 31
		SP:Iteration 60F (35084.310000 sec): 3 clusters
  Score: Raw -8887382.393167 + Penalty 3646.304897 = -8883736.088270
  nChanged 36
		SP:Iteration 61Q (35084.770000 sec): 3 clusters
  Score: Raw -8887385.514982 + Penalty 3646.304897 = -8883739.210084
  nChanged 28
		SP:Iteration 62Q (35085.260000 sec): 3 clusters
  Score: Raw -8887387.704520 + Penalty 3646.304897 = -8883741.399622
  nChanged 27
		SP:Iteration 63Q (35085.790000 sec): 3 clusters
  Score: Raw -8887390.690694 + Penalty 3646.304897 = -8883744.385796
  nChanged 32
		SP:Iteration 64Q (35086.310000 sec): 3 clusters
  Score: Raw -8887393.208172 + Penalty 3646.304897 = -8883746.903275
  nChanged 23
		SP:Iteration 65Q (35086.840000 sec): 3 clusters
  Score: Raw -8887394.878264 + Penalty 3646.304897 = -8883748.573367
  nChanged 20
		SP:Iteration 66Q (35087.370000 sec): 3 clusters
  Score: Raw -8887396.406097 + Penalty 3646.304897 = -8883750.101200
  nChanged 26
		SP:Iteration 67Q (35087.840000 sec): 3 clusters
  Score: Raw -8887400.010914 + Penalty 3646.304897 = -8883753.706016
  nChanged 46
		SP:Iteration 68Q (35088.370000 sec): 3 clusters
  Score: Raw -8887406.088051 + Penalty 3646.304897 = -8883759.783153
  nChanged 43
		SP:Iteration 69Q (35088.880000 sec): 3 clusters
  Score: Raw -8887412.095194 + Penalty 3646.304897 = -8883765.790297
  nChanged 45
		SP:Iteration 70Q (35089.320000 sec): 3 clusters
  Score: Raw -8887418.045598 + Penalty 3646.304897 = -8883771.740701
  nChanged 41
		SP:Iteration 71Q (35089.900000 sec): 3 clusters
  Score: Raw -8887422.180470 + Penalty 3646.304897 = -8883775.875573
  nChanged 34
		SP:Iteration 72Q (35090.350000 sec): 3 clusters
  Score: Raw -8887425.884094 + Penalty 3646.304897 = -8883779.579197
  nChanged 37
		SP:Iteration 73Q (35090.830000 sec): 3 clusters
  Score: Raw -8887430.864137 + Penalty 3646.304897 = -8883784.559239
  nChanged 45
		SP:Iteration 74Q (35091.320000 sec): 3 clusters
  Score: Raw -8887435.732497 + Penalty 3646.304897 = -8883789.427600
  nChanged 42
		SP:Iteration 75Q (35091.820000 sec): 3 clusters
  Score: Raw -8887440.833349 + Penalty 3646.304897 = -8883794.528452
  nChanged 43
		SP:Iteration 76Q (35092.300000 sec): 3 clusters
  Score: Raw -8887446.196255 + Penalty 3646.304897 = -8883799.891358
  nChanged 45
		SP:Iteration 77Q (35092.780000 sec): 3 clusters
  Score: Raw -8887451.904317 + Penalty 3646.304897 = -8883805.599419
  nChanged 42
		SP:Iteration 78Q (35093.280000 sec): 3 clusters
  Score: Raw -8887457.132695 + Penalty 3646.304897 = -8883810.827797
  nChanged 48
		SP:Iteration 79Q (35093.750000 sec): 3 clusters
  Score: Raw -8887463.943452 + Penalty 3646.304897 = -8883817.638554
  nChanged 52
		SP:Iteration 80F (35094.280000 sec): 3 clusters
  Score: Raw -8887470.728937 + Penalty 3646.304897 = -8883824.424040
  nChanged 51
		SP:Iteration 81Q (35094.790000 sec): 3 clusters
  Score: Raw -8887477.240603 + Penalty 3646.304897 = -8883830.935705
  nChanged 52
		SP:Iteration 82Q (35095.240000 sec): 3 clusters
  Score: Raw -8887484.280362 + Penalty 3646.304897 = -8883837.975465
  nChanged 48
		SP:Iteration 83Q (35095.720000 sec): 3 clusters
  Score: Raw -8887491.145180 + Penalty 3646.304897 = -8883844.840283
  nChanged 41
		SP:Iteration 84Q (35096.250000 sec): 3 clusters
  Score: Raw -8887497.355509 + Penalty 3646.304897 = -8883851.050611
  nChanged 37
		SP:Iteration 85Q (35096.720000 sec): 3 clusters
  Score: Raw -8887502.061877 + Penalty 3646.304897 = -8883855.756979
  nChanged 32
		SP:Iteration 86Q (35097.220000 sec): 3 clusters
  Score: Raw -8887506.168962 + Penalty 3646.304897 = -8883859.864064
  nChanged 27
		SP:Iteration 87Q (35097.760000 sec): 3 clusters
  Score: Raw -8887509.647608 + Penalty 3646.304897 = -8883863.342711
  nChanged 25
		SP:Iteration 88Q (35098.260000 sec): 3 clusters
  Score: Raw -8887512.765900 + Penalty 3646.304897 = -8883866.461002
  nChanged 28
		SP:Iteration 89Q (35098.800000 sec): 3 clusters
  Score: Raw -8887517.294792 + Penalty 3646.304897 = -8883870.989894
  nChanged 31
		SP:Iteration 90Q (35099.340000 sec): 3 clusters
  Score: Raw -8887521.153610 + Penalty 3646.304897 = -8883874.848712
  nChanged 30
		SP:Iteration 91Q (35099.840000 sec): 3 clusters
  Score: Raw -8887525.435954 + Penalty 3646.304897 = -8883879.131056
  nChanged 31
		SP:Iteration 92Q (35100.310000 sec): 3 clusters
  Score: Raw -8887529.632582 + Penalty 3646.304897 = -8883883.327684
  nChanged 26
		SP:Iteration 93Q (35100.850000 sec): 3 clusters
  Score: Raw -8887533.555853 + Penalty 3646.304897 = -8883887.250955
  nChanged 30
		SP:Iteration 94Q (35101.350000 sec): 3 clusters
  Score: Raw -8887538.157247 + Penalty 3646.304897 = -8883891.852349
  nChanged 35
		SP:Iteration 95Q (35101.830000 sec): 3 clusters
  Score: Raw -8887543.418150 + Penalty 3646.304897 = -8883897.113252
  nChanged 35
		SP:Iteration 96Q (35102.290000 sec): 3 clusters
  Score: Raw -8887548.397187 + Penalty 3646.304897 = -8883902.092290
  nChanged 37
		SP:Iteration 97Q (35102.770000 sec): 3 clusters
  Score: Raw -8887553.698633 + Penalty 3646.304897 = -8883907.393736
  nChanged 22
		SP:Iteration 98Q (35103.280000 sec): 3 clusters
  Score: Raw -8887556.238399 + Penalty 3646.304897 = -8883909.933501
  nChanged 21
		SP:Iteration 99Q (35103.770000 sec): 3 clusters
  Score: Raw -8887558.605250 + Penalty 3646.304897 = -8883912.300352
  nChanged 22
		SP:Iteration 100F (35104.300000 sec): 3 clusters
  Score: Raw -8887561.100290 + Penalty 3646.304897 = -8883914.795393
  nChanged 16
		SP:Iteration 101Q (35104.840000 sec): 3 clusters
  Score: Raw -8887563.127624 + Penalty 3646.304897 = -8883916.822727
  nChanged 12
		SP:Iteration 102Q (35105.340000 sec): 3 clusters
  Score: Raw -8887564.145917 + Penalty 3646.304897 = -8883917.841019
  nChanged 9
		SP:Iteration 103Q (35105.810000 sec): 3 clusters
  Score: Raw -8887565.011779 + Penalty 3646.304897 = -8883918.706882
  nChanged 12
		SP:Iteration 104Q (35106.330000 sec): 3 clusters
  Score: Raw -8887566.005787 + Penalty 3646.304897 = -8883919.700889
  nChanged 7
		SP:Iteration 105Q (35106.870000 sec): 3 clusters
  Score: Raw -8887566.710925 + Penalty 3646.304897 = -8883920.406027
  nChanged 8
		SP:Iteration 106Q (35107.390000 sec): 3 clusters
  Score: Raw -8887567.665488 + Penalty 3646.304897 = -8883921.360591
  nChanged 13
		SP:Iteration 107Q (35107.900000 sec): 3 clusters
  Score: Raw -8887569.374994 + Penalty 3646.304897 = -8883923.070097
  nChanged 13
		SP:Iteration 108Q (35108.370000 sec): 3 clusters
  Score: Raw -8887570.631728 + Penalty 3646.304897 = -8883924.326830
  nChanged 10
		SP:Iteration 109Q (35108.870000 sec): 3 clusters
  Score: Raw -8887571.774433 + Penalty 3646.304897 = -8883925.469536
  nChanged 14
		SP:Iteration 110Q (35109.390000 sec): 3 clusters
  Score: Raw -8887573.195331 + Penalty 3646.304897 = -8883926.890434
  nChanged 14
		SP:Iteration 111Q (35109.890000 sec): 3 clusters
  Score: Raw -8887574.779454 + Penalty 3646.304897 = -8883928.474557
  nChanged 8
		SP:Iteration 112Q (35110.390000 sec): 3 clusters
  Score: Raw -8887575.787870 + Penalty 3646.304897 = -8883929.482973
  nChanged 8
		SP:Iteration 113Q (35110.870000 sec): 3 clusters
  Score: Raw -8887576.492517 + Penalty 3646.304897 = -8883930.187619
  nChanged 7
		SP:Iteration 114Q (35111.390000 sec): 3 clusters
  Score: Raw -8887577.333584 + Penalty 3646.304897 = -8883931.028687
  nChanged 8
		SP:Iteration 115Q (35111.850000 sec): 3 clusters
  Score: Raw -8887578.047927 + Penalty 3646.304897 = -8883931.743030
  nChanged 9
		SP:Iteration 116Q (35112.290000 sec): 3 clusters
  Score: Raw -8887578.830423 + Penalty 3646.304897 = -8883932.525525
  nChanged 10
		SP:Iteration 117Q (35112.780000 sec): 3 clusters
  Score: Raw -8887579.755172 + Penalty 3646.304897 = -8883933.450274
  nChanged 12
		SP:Iteration 118Q (35113.270000 sec): 3 clusters
  Score: Raw -8887580.973809 + Penalty 3646.304897 = -8883934.668911
  nChanged 6
		SP:Iteration 119Q (35113.750000 sec): 3 clusters
  Score: Raw -8887581.897452 + Penalty 3646.304897 = -8883935.592554
  nChanged 10
		SP:Iteration 120F (35114.260000 sec): 3 clusters
  Score: Raw -8887583.199718 + Penalty 3646.304897 = -8883936.894820
  nChanged 15
		SP:Iteration 121Q (35114.800000 sec): 3 clusters
  Score: Raw -8887584.737737 + Penalty 3646.304897 = -8883938.432839
  nChanged 13
		SP:Iteration 122Q (35115.300000 sec): 3 clusters
  Score: Raw -8887586.427495 + Penalty 3646.304897 = -8883940.122598
  nChanged 10
		SP:Iteration 123Q (35115.800000 sec): 3 clusters
  Score: Raw -8887587.611258 + Penalty 3646.304897 = -8883941.306360
  nChanged 12
		SP:Iteration 124Q (35116.250000 sec): 3 clusters
  Score: Raw -8887588.916978 + Penalty 3646.304897 = -8883942.612081
  nChanged 11
		SP:Iteration 125Q (35116.770000 sec): 3 clusters
  Score: Raw -8887590.233555 + Penalty 3646.304897 = -8883943.928658
  nChanged 10
		SP:Iteration 126Q (35117.280000 sec): 3 clusters
  Score: Raw -8887591.685649 + Penalty 3646.304897 = -8883945.380751
  nChanged 9
		SP:Iteration 127Q (35117.770000 sec): 3 clusters
  Score: Raw -8887592.452939 + Penalty 3646.304897 = -8883946.148042
  nChanged 7
		SP:Iteration 128Q (35118.290000 sec): 3 clusters
  Score: Raw -8887593.378741 + Penalty 3646.304897 = -8883947.073844
  nChanged 11
		SP:Iteration 129Q (35118.770000 sec): 3 clusters
  Score: Raw -8887594.515726 + Penalty 3646.304897 = -8883948.210828
  nChanged 9
		SP:Iteration 130Q (35119.260000 sec): 3 clusters
  Score: Raw -8887595.132288 + Penalty 3646.304897 = -8883948.827391
  nChanged 7
		SP:Iteration 131Q (35119.770000 sec): 3 clusters
  Score: Raw -8887595.931088 + Penalty 3646.304897 = -8883949.626191
  nChanged 7
		SP:Iteration 132Q (35120.270000 sec): 3 clusters
  Score: Raw -8887596.807690 + Penalty 3646.304897 = -8883950.502793
  nChanged 9
		SP:Iteration 133Q (35120.760000 sec): 3 clusters
  Score: Raw -8887597.599253 + Penalty 3646.304897 = -8883951.294356
  nChanged 12
		SP:Iteration 134Q (35121.250000 sec): 3 clusters
  Score: Raw -8887598.963426 + Penalty 3646.304897 = -8883952.658529
  nChanged 11
		SP:Iteration 135Q (35121.750000 sec): 3 clusters
  Score: Raw -8887600.135985 + Penalty 3646.304897 = -8883953.831087
  nChanged 8
		SP:Iteration 136Q (35122.280000 sec): 3 clusters
  Score: Raw -8887600.990808 + Penalty 3646.304897 = -8883954.685910
  nChanged 12
		SP:Iteration 137Q (35122.780000 sec): 3 clusters
  Score: Raw -8887602.502518 + Penalty 3646.304897 = -8883956.197621
  nChanged 11
		SP:Iteration 138Q (35123.300000 sec): 3 clusters
  Score: Raw -8887603.920678 + Penalty 3646.304897 = -8883957.615781
  nChanged 15
		SP:Iteration 139Q (35123.850000 sec): 3 clusters
  Score: Raw -8887606.124935 + Penalty 3646.304897 = -8883959.820037
  nChanged 11
		SP:Iteration 140F (35124.420000 sec): 3 clusters
  Score: Raw -8887607.802667 + Penalty 3646.304897 = -8883961.497770
  nChanged 20
		SP:Iteration 141Q (35124.920000 sec): 3 clusters
  Score: Raw -8887610.218828 + Penalty 3646.304897 = -8883963.913931
  nChanged 10
		SP:Iteration 142Q (35125.430000 sec): 3 clusters
  Score: Raw -8887611.442294 + Penalty 3646.304897 = -8883965.137397
  nChanged 18
		SP:Iteration 143Q (35125.920000 sec): 3 clusters
  Score: Raw -8887613.344251 + Penalty 3646.304897 = -8883967.039353
  nChanged 8
		SP:Iteration 144Q (35126.470000 sec): 3 clusters
  Score: Raw -8887614.166369 + Penalty 3646.304897 = -8883967.861471
  nChanged 8
		SP:Iteration 145Q (35126.960000 sec): 3 clusters
  Score: Raw -8887615.138934 + Penalty 3646.304897 = -8883968.834036
  nChanged 9
		SP:Iteration 146Q (35127.480000 sec): 3 clusters
  Score: Raw -8887615.934731 + Penalty 3646.304897 = -8883969.629833
  nChanged 6
		SP:Iteration 147Q (35128.020000 sec): 3 clusters
  Score: Raw -8887616.404540 + Penalty 3646.304897 = -8883970.099642
  nChanged 11
		SP:Iteration 148Q (35128.510000 sec): 3 clusters
  Score: Raw -8887617.647040 + Penalty 3646.304897 = -8883971.342143
  nChanged 11
		SP:Iteration 149Q (35128.960000 sec): 3 clusters
  Score: Raw -8887619.228955 + Penalty 3646.304897 = -8883972.924057
  nChanged 13
		SP:Iteration 150Q (35129.470000 sec): 3 clusters
  Score: Raw -8887621.482525 + Penalty 3646.304897 = -8883975.177627
  nChanged 17
		SP:Iteration 151Q (35129.970000 sec): 3 clusters
  Score: Raw -8887624.161025 + Penalty 3646.304897 = -8883977.856128
  nChanged 16
		SP:Iteration 152Q (35130.440000 sec): 3 clusters
  Score: Raw -8887626.563885 + Penalty 3646.304897 = -8883980.258988
  nChanged 20
		SP:Iteration 153Q (35130.940000 sec): 3 clusters
  Score: Raw -8887629.676241 + Penalty 3646.304897 = -8883983.371343
  nChanged 14
		SP:Iteration 154Q (35131.380000 sec): 3 clusters
  Score: Raw -8887632.742596 + Penalty 3646.304897 = -8883986.437699
  nChanged 13
		SP:Iteration 155Q (35131.840000 sec): 3 clusters
  Score: Raw -8887634.521319 + Penalty 3646.304897 = -8883988.216421
  nChanged 12
		SP:Iteration 156Q (35132.290000 sec): 3 clusters
  Score: Raw -8887636.217600 + Penalty 3646.304897 = -8883989.912703
  nChanged 15
		SP:Iteration 157Q (35132.770000 sec): 3 clusters
  Score: Raw -8887638.327896 + Penalty 3646.304897 = -8883992.022998
  nChanged 10
		SP:Iteration 158Q (35133.260000 sec): 3 clusters
  Score: Raw -8887639.806766 + Penalty 3646.304897 = -8883993.501869
  nChanged 18
		SP:Iteration 159Q (35133.760000 sec): 3 clusters
  Score: Raw -8887643.060261 + Penalty 3646.304897 = -8883996.755363
  nChanged 23
		SP:Iteration 160F (35134.340000 sec): 3 clusters
  Score: Raw -8887646.326312 + Penalty 3646.304897 = -8884000.021414
  nChanged 15
		SP:Iteration 161Q (35134.790000 sec): 3 clusters
  Score: Raw -8887648.490172 + Penalty 3646.304897 = -8884002.185275
  nChanged 13
		SP:Iteration 162Q (35135.250000 sec): 3 clusters
  Score: Raw -8887649.709075 + Penalty 3646.304897 = -8884003.404178
  nChanged 8
		SP:Iteration 163Q (35135.800000 sec): 3 clusters
  Score: Raw -8887650.937729 + Penalty 3646.304897 = -8884004.632831
  nChanged 11
		SP:Iteration 164Q (35136.190000 sec): 3 clusters
  Score: Raw -8887652.465443 + Penalty 3646.304897 = -8884006.160546
  nChanged 15
		SP:Iteration 165Q (35136.660000 sec): 3 clusters
  Score: Raw -8887654.878754 + Penalty 3646.304897 = -8884008.573857
  nChanged 14
		SP:Iteration 166Q (35137.160000 sec): 3 clusters
  Score: Raw -8887656.556704 + Penalty 3646.304897 = -8884010.251807
  nChanged 13
		SP:Iteration 167Q (35137.590000 sec): 3 clusters
  Score: Raw -8887659.576030 + Penalty 3646.304897 = -8884013.271132
  nChanged 17
		SP:Iteration 168Q (35138.060000 sec): 3 clusters
  Score: Raw -8887661.890394 + Penalty 3646.304897 = -8884015.585496
  nChanged 18
		SP:Iteration 169Q (35138.490000 sec): 3 clusters
  Score: Raw -8887665.318490 + Penalty 3646.304897 = -8884019.013592
  nChanged 15
		SP:Iteration 170Q (35138.980000 sec): 3 clusters
  Score: Raw -8887667.656335 + Penalty 3646.304897 = -8884021.351438
  nChanged 15
		SP:Iteration 171Q (35139.490000 sec): 3 clusters
  Score: Raw -8887669.797405 + Penalty 3646.304897 = -8884023.492507
  nChanged 11
		SP:Iteration 172Q (35139.980000 sec): 3 clusters
  Score: Raw -8887670.747939 + Penalty 3646.304897 = -8884024.443042
  nChanged 5
		SP:Iteration 173Q (35140.540000 sec): 3 clusters
  Score: Raw -8887671.146848 + Penalty 3646.304897 = -8884024.841951
  nChanged 3
		SP:Iteration 174Q (35141.020000 sec): 3 clusters
  Score: Raw -8887671.370052 + Penalty 3646.304897 = -8884025.065155
  nChanged 0
		SP:Iteration 175F (35141.540000 sec): 3 clusters
  Score: Raw -8887671.370052 + Penalty 3646.304897 = -8884025.065155
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (15900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35141.710000 sec): 2 clusters
  Score: Raw -1813166.428300 + Penalty 1572.037088 = -1811594.391212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35142.070000 sec): 3 clusters
  Score: Raw -1803823.275486 + Penalty 3144.074176 = -1800679.201310
  nChanged 7095
		SP:Iteration 1F (35142.340000 sec): 3 clusters
  Score: Raw -1808184.341580 + Penalty 3144.074176 = -1805040.267404
  nChanged 1240
		SP:Iteration 2F (35142.670000 sec): 3 clusters
  Score: Raw -1809087.677998 + Penalty 3144.074176 = -1805943.603822
  nChanged 1263
		SP:Iteration 3F (35142.890000 sec): 3 clusters
  Score: Raw -1810100.195225 + Penalty 3144.074176 = -1806956.121049
  nChanged 1197
		SP:Iteration 4F (35143.240000 sec): 3 clusters
  Score: Raw -1811052.059650 + Penalty 3144.074176 = -1807907.985474
  nChanged 1082
		SP:Iteration 5F (35143.510000 sec): 3 clusters
  Score: Raw -1811888.468280 + Penalty 3144.074176 = -1808744.394104
  nChanged 879
		SP:Iteration 6F (35143.760000 sec): 3 clusters
  Score: Raw -1812589.973338 + Penalty 3144.074176 = -1809445.899162
  nChanged 749
		SP:Iteration 7Q (35144.060000 sec): 3 clusters
  Score: Raw -1813180.358485 + Penalty 3144.074176 = -1810036.284309
  nChanged 562
		SP:Iteration 8Q (35144.280000 sec): 3 clusters
  Score: Raw -1813563.254020 + Penalty 3144.074176 = -1810419.179844
  nChanged 429
		SP:Iteration 9Q (35144.580000 sec): 3 clusters
  Score: Raw -1813788.805238 + Penalty 3144.074176 = -1810644.731062
  nChanged 298
		SP:Iteration 10Q (35144.830000 sec): 3 clusters
  Score: Raw -1813913.419537 + Penalty 3144.074176 = -1810769.345361
  nChanged 199
		SP:Iteration 11Q (35145.090000 sec): 3 clusters
  Score: Raw -1813972.163381 + Penalty 3144.074176 = -1810828.089205
  nChanged 137
		SP:Iteration 12Q (35145.400000 sec): 3 clusters
  Score: Raw -1814006.295585 + Penalty 3144.074176 = -1810862.221409
  nChanged 113
		SP:Iteration 13Q (35145.680000 sec): 3 clusters
  Score: Raw -1814028.749650 + Penalty 3144.074176 = -1810884.675474
  nChanged 86
		SP:Iteration 14Q (35145.920000 sec): 3 clusters
  Score: Raw -1814046.738674 + Penalty 3144.074176 = -1810902.664498
  nChanged 67
		SP:Iteration 15Q (35146.200000 sec): 3 clusters
  Score: Raw -1814057.971832 + Penalty 3144.074176 = -1810913.897656
  nChanged 63
		SP:Iteration 16Q (35146.520000 sec): 3 clusters
  Score: Raw -1814066.934165 + Penalty 3144.074176 = -1810922.859989
  nChanged 37
		SP:Iteration 17Q (35146.740000 sec): 3 clusters
  Score: Raw -1814072.565515 + Penalty 3144.074176 = -1810928.491339
  nChanged 36
		SP:Iteration 18Q (35147.020000 sec): 3 clusters
  Score: Raw -1814077.215355 + Penalty 3144.074176 = -1810933.141178
  nChanged 28
		SP:Iteration 19Q (35147.300000 sec): 3 clusters
  Score: Raw -1814080.006068 + Penalty 3144.074176 = -1810935.931892
  nChanged 20
		SP:Iteration 20F (35147.510000 sec): 3 clusters
  Score: Raw -1814082.756276 + Penalty 3144.074176 = -1810938.682100
  nChanged 21
		SP:Iteration 21Q (35147.780000 sec): 3 clusters
  Score: Raw -1814085.270425 + Penalty 3144.074176 = -1810941.196249
  nChanged 19
		SP:Iteration 22Q (35148.060000 sec): 3 clusters
  Score: Raw -1814087.593930 + Penalty 3144.074176 = -1810943.519753
  nChanged 20
		SP:Iteration 23Q (35148.370000 sec): 3 clusters
  Score: Raw -1814089.299357 + Penalty 3144.074176 = -1810945.225181
  nChanged 12
		SP:Iteration 24Q (35148.640000 sec): 3 clusters
  Score: Raw -1814090.049783 + Penalty 3144.074176 = -1810945.975607
  nChanged 8
		SP:Iteration 25Q (35148.900000 sec): 3 clusters
  Score: Raw -1814090.536102 + Penalty 3144.074176 = -1810946.461926
  nChanged 5
		SP:Iteration 26Q (35149.180000 sec): 3 clusters
  Score: Raw -1814090.972483 + Penalty 3144.074176 = -1810946.898306
  nChanged 6
		SP:Iteration 27Q (35149.460000 sec): 3 clusters
  Score: Raw -1814091.344116 + Penalty 3144.074176 = -1810947.269940
  nChanged 6
		SP:Iteration 28Q (35149.750000 sec): 3 clusters
  Score: Raw -1814091.807402 + Penalty 3144.074176 = -1810947.733225
  nChanged 4
		SP:Iteration 29Q (35149.970000 sec): 3 clusters
  Score: Raw -1814092.074965 + Penalty 3144.074176 = -1810948.000789
  nChanged 1
		SP:Iteration 30Q (35150.210000 sec): 3 clusters
  Score: Raw -1814092.112350 + Penalty 3144.074176 = -1810948.038174
  nChanged 2
		SP:Iteration 31Q (35150.420000 sec): 3 clusters
  Score: Raw -1814092.233053 + Penalty 3144.074176 = -1810948.158877
  nChanged 0
		SP:Iteration 32F (35150.620000 sec): 3 clusters
  Score: Raw -1814092.233053 + Penalty 3144.074176 = -1810948.158877
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35150.790000 sec): 2 clusters
  Score: Raw -1920479.611722 + Penalty 1579.468324 = -1918900.143398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35151.030000 sec): 3 clusters
  Score: Raw -1910504.192614 + Penalty 3158.936648 = -1907345.255966
  nChanged 7486
		SP:Iteration 1F (35151.240000 sec): 3 clusters
  Score: Raw -1914417.147122 + Penalty 3158.936648 = -1911258.210474
  nChanged 897
		SP:Iteration 2F (35151.500000 sec): 3 clusters
  Score: Raw -1914814.628413 + Penalty 3158.936648 = -1911655.691765
  nChanged 924
		SP:Iteration 3F (35151.700000 sec): 3 clusters
  Score: Raw -1915316.463653 + Penalty 3158.936648 = -1912157.527005
  nChanged 1004
		SP:Iteration 4F (35151.970000 sec): 3 clusters
  Score: Raw -1915999.024716 + Penalty 3158.936648 = -1912840.088069
  nChanged 1109
		SP:Iteration 5F (35152.210000 sec): 3 clusters
  Score: Raw -1916922.592423 + Penalty 3158.936648 = -1913763.655775
  nChanged 1243
		SP:Iteration 6F (35152.460000 sec): 3 clusters
  Score: Raw -1918060.185424 + Penalty 3158.936648 = -1914901.248776
  nChanged 1150
		SP:Iteration 7F (35152.680000 sec): 3 clusters
  Score: Raw -1919051.042994 + Penalty 3158.936648 = -1915892.106346
  nChanged 987
		SP:Iteration 8F (35152.940000 sec): 3 clusters
  Score: Raw -1919715.823057 + Penalty 3158.936648 = -1916556.886409
  nChanged 696
		SP:Iteration 9Q (35153.170000 sec): 3 clusters
  Score: Raw -1920095.024403 + Penalty 3158.936648 = -1916936.087756
  nChanged 489
		SP:Iteration 10Q (35153.380000 sec): 3 clusters
  Score: Raw -1920302.282802 + Penalty 3158.936648 = -1917143.346155
  nChanged 333
		SP:Iteration 11Q (35153.590000 sec): 3 clusters
  Score: Raw -1920423.213946 + Penalty 3158.936648 = -1917264.277298
  nChanged 252
		SP:Iteration 12Q (35153.830000 sec): 3 clusters
  Score: Raw -1920498.950155 + Penalty 3158.936648 = -1917340.013507
  nChanged 181
		SP:Iteration 13Q (35154.050000 sec): 3 clusters
  Score: Raw -1920549.075701 + Penalty 3158.936648 = -1917390.139053
  nChanged 146
		SP:Iteration 14Q (35154.310000 sec): 3 clusters
  Score: Raw -1920593.957621 + Penalty 3158.936648 = -1917435.020974
  nChanged 124
		SP:Iteration 15Q (35154.550000 sec): 3 clusters
  Score: Raw -1920640.971175 + Penalty 3158.936648 = -1917482.034528
  nChanged 128
		SP:Iteration 16Q (35154.780000 sec): 3 clusters
  Score: Raw -1920690.430921 + Penalty 3158.936648 = -1917531.494273
  nChanged 140
		SP:Iteration 17Q (35155.010000 sec): 3 clusters
  Score: Raw -1920764.533488 + Penalty 3158.936648 = -1917605.596840
  nChanged 154
		SP:Iteration 18Q (35155.240000 sec): 3 clusters
  Score: Raw -1920848.779485 + Penalty 3158.936648 = -1917689.842837
  nChanged 178
		SP:Iteration 19Q (35155.530000 sec): 3 clusters
  Score: Raw -1920953.276479 + Penalty 3158.936648 = -1917794.339831
  nChanged 191
		SP:Iteration 20F (35155.740000 sec): 3 clusters
  Score: Raw -1921092.476944 + Penalty 3158.936648 = -1917933.540296
  nChanged 206
		SP:Iteration 21Q (35155.970000 sec): 3 clusters
  Score: Raw -1921228.521872 + Penalty 3158.936648 = -1918069.585224
  nChanged 198
		SP:Iteration 22Q (35156.260000 sec): 3 clusters
  Score: Raw -1921329.514222 + Penalty 3158.936648 = -1918170.577575
  nChanged 165
		SP:Iteration 23Q (35156.490000 sec): 3 clusters
  Score: Raw -1921390.984812 + Penalty 3158.936648 = -1918232.048164
  nChanged 122
		SP:Iteration 24Q (35156.710000 sec): 3 clusters
  Score: Raw -1921420.157318 + Penalty 3158.936648 = -1918261.220670
  nChanged 92
		SP:Iteration 25Q (35156.960000 sec): 3 clusters
  Score: Raw -1921436.593569 + Penalty 3158.936648 = -1918277.656921
  nChanged 62
		SP:Iteration 26Q (35157.230000 sec): 3 clusters
  Score: Raw -1921446.146488 + Penalty 3158.936648 = -1918287.209840
  nChanged 56
		SP:Iteration 27Q (35157.480000 sec): 3 clusters
  Score: Raw -1921454.202282 + Penalty 3158.936648 = -1918295.265634
  nChanged 45
		SP:Iteration 28Q (35157.710000 sec): 3 clusters
  Score: Raw -1921460.150813 + Penalty 3158.936648 = -1918301.214165
  nChanged 31
		SP:Iteration 29Q (35157.920000 sec): 3 clusters
  Score: Raw -1921463.630520 + Penalty 3158.936648 = -1918304.693872
  nChanged 28
		SP:Iteration 30Q (35158.180000 sec): 3 clusters
  Score: Raw -1921465.925578 + Penalty 3158.936648 = -1918306.988930
  nChanged 26
		SP:Iteration 31Q (35158.410000 sec): 3 clusters
  Score: Raw -1921468.146826 + Penalty 3158.936648 = -1918309.210179
  nChanged 18
		SP:Iteration 32Q (35158.610000 sec): 3 clusters
  Score: Raw -1921469.851615 + Penalty 3158.936648 = -1918310.914967
  nChanged 20
		SP:Iteration 33Q (35158.840000 sec): 3 clusters
  Score: Raw -1921471.757292 + Penalty 3158.936648 = -1918312.820644
  nChanged 18
		SP:Iteration 34Q (35159.080000 sec): 3 clusters
  Score: Raw -1921473.883492 + Penalty 3158.936648 = -1918314.946844
  nChanged 20
		SP:Iteration 35Q (35159.300000 sec): 3 clusters
  Score: Raw -1921476.003967 + Penalty 3158.936648 = -1918317.067319
  nChanged 20
		SP:Iteration 36Q (35159.570000 sec): 3 clusters
  Score: Raw -1921478.070317 + Penalty 3158.936648 = -1918319.133669
  nChanged 10
		SP:Iteration 37Q (35159.810000 sec): 3 clusters
  Score: Raw -1921478.905173 + Penalty 3158.936648 = -1918319.968525
  nChanged 16
		SP:Iteration 38Q (35160.090000 sec): 3 clusters
  Score: Raw -1921480.409293 + Penalty 3158.936648 = -1918321.472645
  nChanged 13
		SP:Iteration 39Q (35160.370000 sec): 3 clusters
  Score: Raw -1921481.322214 + Penalty 3158.936648 = -1918322.385567
  nChanged 12
		SP:Iteration 40F (35160.580000 sec): 3 clusters
  Score: Raw -1921482.182550 + Penalty 3158.936648 = -1918323.245902
  nChanged 5
		SP:Iteration 41Q (35160.830000 sec): 3 clusters
  Score: Raw -1921482.478506 + Penalty 3158.936648 = -1918323.541858
  nChanged 4
		SP:Iteration 42Q (35161.070000 sec): 3 clusters
  Score: Raw -1921482.687818 + Penalty 3158.936648 = -1918323.751170
  nChanged 3
		SP:Iteration 43Q (35161.330000 sec): 3 clusters
  Score: Raw -1921482.922937 + Penalty 3158.936648 = -1918323.986290
  nChanged 3
		SP:Iteration 44Q (35161.590000 sec): 3 clusters
  Score: Raw -1921483.190825 + Penalty 3158.936648 = -1918324.254177
  nChanged 4
		SP:Iteration 45Q (35161.850000 sec): 3 clusters
  Score: Raw -1921483.513157 + Penalty 3158.936648 = -1918324.576509
  nChanged 5
		SP:Iteration 46Q (35162.110000 sec): 3 clusters
  Score: Raw -1921484.043121 + Penalty 3158.936648 = -1918325.106473
  nChanged 4
		SP:Iteration 47Q (35162.430000 sec): 3 clusters
  Score: Raw -1921484.270436 + Penalty 3158.936648 = -1918325.333788
  nChanged 5
		SP:Iteration 48Q (35162.710000 sec): 3 clusters
  Score: Raw -1921484.553077 + Penalty 3158.936648 = -1918325.616429
  nChanged 3
		SP:Iteration 49Q (35162.980000 sec): 3 clusters
  Score: Raw -1921484.869992 + Penalty 3158.936648 = -1918325.933344
  nChanged 4
		SP:Iteration 50Q (35163.230000 sec): 3 clusters
  Score: Raw -1921485.205869 + Penalty 3158.936648 = -1918326.269221
  nChanged 2
		SP:Iteration 51Q (35163.520000 sec): 3 clusters
  Score: Raw -1921485.350118 + Penalty 3158.936648 = -1918326.413471
  nChanged 3
		SP:Iteration 52Q (35163.770000 sec): 3 clusters
  Score: Raw -1921485.550703 + Penalty 3158.936648 = -1918326.614055
  nChanged 4
		SP:Iteration 53Q (35164.060000 sec): 3 clusters
  Score: Raw -1921486.020770 + Penalty 3158.936648 = -1918327.084122
  nChanged 4
		SP:Iteration 54Q (35164.270000 sec): 3 clusters
  Score: Raw -1921486.430907 + Penalty 3158.936648 = -1918327.494259
  nChanged 4
		SP:Iteration 55Q (35164.540000 sec): 3 clusters
  Score: Raw -1921486.665325 + Penalty 3158.936648 = -1918327.728678
  nChanged 3
		SP:Iteration 56Q (35164.830000 sec): 3 clusters
  Score: Raw -1921486.854066 + Penalty 3158.936648 = -1918327.917418
  nChanged 3
		SP:Iteration 57Q (35165.060000 sec): 3 clusters
  Score: Raw -1921487.089220 + Penalty 3158.936648 = -1918328.152573
  nChanged 2
		SP:Iteration 58Q (35165.370000 sec): 3 clusters
  Score: Raw -1921487.314878 + Penalty 3158.936648 = -1918328.378230
  nChanged 5
		SP:Iteration 59Q (35165.630000 sec): 3 clusters
  Score: Raw -1921487.825803 + Penalty 3158.936648 = -1918328.889155
  nChanged 6
		SP:Iteration 60F (35165.870000 sec): 3 clusters
  Score: Raw -1921488.669141 + Penalty 3158.936648 = -1918329.732494
  nChanged 8
		SP:Iteration 61Q (35166.140000 sec): 3 clusters
  Score: Raw -1921489.283729 + Penalty 3158.936648 = -1918330.347081
  nChanged 8
		SP:Iteration 62Q (35166.470000 sec): 3 clusters
  Score: Raw -1921489.983408 + Penalty 3158.936648 = -1918331.046760
  nChanged 9
		SP:Iteration 63Q (35166.730000 sec): 3 clusters
  Score: Raw -1921490.609554 + Penalty 3158.936648 = -1918331.672906
  nChanged 7
		SP:Iteration 64Q (35166.980000 sec): 3 clusters
  Score: Raw -1921491.342199 + Penalty 3158.936648 = -1918332.405551
  nChanged 5
		SP:Iteration 65Q (35167.230000 sec): 3 clusters
  Score: Raw -1921491.736346 + Penalty 3158.936648 = -1918332.799698
  nChanged 6
		SP:Iteration 66Q (35167.470000 sec): 3 clusters
  Score: Raw -1921492.198396 + Penalty 3158.936648 = -1918333.261749
  nChanged 6
		SP:Iteration 67Q (35167.700000 sec): 3 clusters
  Score: Raw -1921492.681946 + Penalty 3158.936648 = -1918333.745299
  nChanged 4
		SP:Iteration 68Q (35167.960000 sec): 3 clusters
  Score: Raw -1921492.958889 + Penalty 3158.936648 = -1918334.022241
  nChanged 2
		SP:Iteration 69Q (35168.200000 sec): 3 clusters
  Score: Raw -1921493.134138 + Penalty 3158.936648 = -1918334.197490
  nChanged 2
		SP:Iteration 70Q (35168.460000 sec): 3 clusters
  Score: Raw -1921493.239954 + Penalty 3158.936648 = -1918334.303306
  nChanged 1
		SP:Iteration 71Q (35168.720000 sec): 3 clusters
  Score: Raw -1921493.290487 + Penalty 3158.936648 = -1918334.353839
  nChanged 0
		SP:Iteration 72F (35168.940000 sec): 3 clusters
  Score: Raw -1921493.290487 + Penalty 3158.936648 = -1918334.353839
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35169.050000 sec): 2 clusters
  Score: Raw -21171.387100 + Penalty 890.603825 = -20280.783275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35169.210000 sec): 3 clusters
  Score: Raw -21307.183213 + Penalty 1781.207650 = -19525.975563
  nChanged 52
		SP:Iteration 1F (35169.470000 sec): 3 clusters
  Score: Raw -21561.067633 + Penalty 1781.207650 = -19779.859983
  nChanged 19
		SP:Iteration 2F (35169.660000 sec): 3 clusters
  Score: Raw -21678.882252 + Penalty 1781.207650 = -19897.674602
  nChanged 10
		SP:Iteration 3Q (35169.910000 sec): 3 clusters
  Score: Raw -21784.223458 + Penalty 1781.207650 = -20003.015808
  nChanged 6
		SP:Iteration 4Q (35170.090000 sec): 3 clusters
  Score: Raw -21869.479883 + Penalty 1781.207650 = -20088.272233
  nChanged 8
		SP:Iteration 5Q (35170.270000 sec): 3 clusters
  Score: Raw -21995.710581 + Penalty 1781.207650 = -20214.502931
  nChanged 8
		SP:Iteration 6Q (35170.450000 sec): 3 clusters
  Score: Raw -22031.673011 + Penalty 1781.207650 = -20250.465361
  nChanged 4
		SP:Iteration 7Q (35170.620000 sec): 3 clusters
  Score: Raw -22057.601713 + Penalty 1781.207650 = -20276.394063
  nChanged 5
		SP:Iteration 8Q (35170.850000 sec): 3 clusters
  Score: Raw -22112.464040 + Penalty 1781.207650 = -20331.256390
  nChanged 1
		SP:Iteration 9Q (35170.990000 sec): 3 clusters
  Score: Raw -22126.060119 + Penalty 1781.207650 = -20344.852469
  nChanged 1
		SP:Iteration 10Q (35171.200000 sec): 3 clusters
  Score: Raw -22131.639349 + Penalty 1781.207650 = -20350.431699
  nChanged 0
		SP:Iteration 11F (35171.370000 sec): 3 clusters
  Score: Raw -22131.639349 + Penalty 1781.207650 = -20350.431699
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35171.570000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35171.790000 sec): 3 clusters
  Score: Raw -56173.594899 + Penalty 2010.517803 = -54163.077096
  nChanged 127
		SP:Iteration 1F (35171.970000 sec): 3 clusters
  Score: Raw -56364.274145 + Penalty 2010.517803 = -54353.756342
  nChanged 29
		SP:Iteration 2F (35172.160000 sec): 3 clusters
  Score: Raw -56418.607026 + Penalty 2010.517803 = -54408.089223
  nChanged 13
		SP:Iteration 3Q (35172.310000 sec): 3 clusters
  Score: Raw -56442.258400 + Penalty 2010.517803 = -54431.740597
  nChanged 8
		SP:Iteration 4Q (35172.470000 sec): 3 clusters
  Score: Raw -56455.656578 + Penalty 2010.517803 = -54445.138775
  nChanged 5
		SP:Iteration 5Q (35172.710000 sec): 3 clusters
  Score: Raw -56462.589773 + Penalty 2010.517803 = -54452.071970
  nChanged 2
		SP:Iteration 6Q (35172.920000 sec): 3 clusters
  Score: Raw -56465.507262 + Penalty 2010.517803 = -54454.989459
  nChanged 0
		SP:Iteration 7F (35173.070000 sec): 3 clusters
  Score: Raw -56465.507262 + Penalty 2010.517803 = -54454.989459
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (312589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35174.550000 sec): 2 clusters
  Score: Raw -38102724.083586 + Penalty 2056.054732 = -38100668.028853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35176.040000 sec): 3 clusters
  Score: Raw -37893748.260866 + Penalty 4112.109465 = -37889636.151401
  nChanged 152307
		SP:Iteration 1F (35177.480000 sec): 3 clusters
  Score: Raw -37985407.852364 + Penalty 4112.109465 = -37981295.742899
  nChanged 9466
		SP:Iteration 2Q (35179.090000 sec): 3 clusters
  Score: Raw -37987909.894864 + Penalty 4112.109465 = -37983797.785399
  nChanged 11604
		SP:Iteration 3Q (35180.670000 sec): 3 clusters
  Score: Raw -37991855.360632 + Penalty 4112.109465 = -37987743.251167
  nChanged 14636
		SP:Iteration 4Q (35182.220000 sec): 3 clusters
  Score: Raw -37997909.609089 + Penalty 4112.109465 = -37993797.499624
  nChanged 17005
		SP:Iteration 5F (35183.670000 sec): 3 clusters
  Score: Raw -38005888.253790 + Penalty 4112.109465 = -38001776.144325
  nChanged 18197
		SP:Iteration 6F (35185.240000 sec): 3 clusters
  Score: Raw -38014747.763104 + Penalty 4112.109465 = -38010635.653639
  nChanged 17958
		SP:Iteration 7F (35186.810000 sec): 3 clusters
  Score: Raw -38023102.257781 + Penalty 4112.109465 = -38018990.148316
  nChanged 15779
		SP:Iteration 8F (35188.340000 sec): 3 clusters
  Score: Raw -38029747.719203 + Penalty 4112.109465 = -38025635.609738
  nChanged 13478
		SP:Iteration 9Q (35190.000000 sec): 3 clusters
  Score: Raw -38034754.947755 + Penalty 4112.109465 = -38030642.838290
  nChanged 11209
		SP:Iteration 10Q (35191.690000 sec): 3 clusters
  Score: Raw -38038600.553835 + Penalty 4112.109465 = -38034488.444370
  nChanged 10050
		SP:Iteration 11Q (35193.300000 sec): 3 clusters
  Score: Raw -38042100.320047 + Penalty 4112.109465 = -38037988.210582
  nChanged 9926
		SP:Iteration 12Q (35194.880000 sec): 3 clusters
  Score: Raw -38045709.467078 + Penalty 4112.109465 = -38041597.357613
  nChanged 10662
		SP:Iteration 13Q (35196.490000 sec): 3 clusters
  Score: Raw -38049876.212808 + Penalty 4112.109465 = -38045764.103343
  nChanged 11849
		SP:Iteration 14Q (35198.220000 sec): 3 clusters
  Score: Raw -38054702.382929 + Penalty 4112.109465 = -38050590.273464
  nChanged 12942
		SP:Iteration 15Q (35199.820000 sec): 3 clusters
  Score: Raw -38060339.608432 + Penalty 4112.109465 = -38056227.498967
  nChanged 13810
		SP:Iteration 16Q (35201.400000 sec): 3 clusters
  Score: Raw -38066753.320683 + Penalty 4112.109465 = -38062641.211218
  nChanged 14058
		SP:Iteration 17Q (35202.910000 sec): 3 clusters
  Score: Raw -38073625.896036 + Penalty 4112.109465 = -38069513.786571
  nChanged 13581
		SP:Iteration 18Q (35204.510000 sec): 3 clusters
  Score: Raw -38080453.040822 + Penalty 4112.109465 = -38076340.931357
  nChanged 12357
		SP:Iteration 19Q (35206.080000 sec): 3 clusters
  Score: Raw -38086672.923181 + Penalty 4112.109465 = -38082560.813716
  nChanged 10390
		SP:Iteration 20F (35207.640000 sec): 3 clusters
  Score: Raw -38091733.624672 + Penalty 4112.109465 = -38087621.515207
  nChanged 8435
		SP:Iteration 21Q (35209.100000 sec): 3 clusters
  Score: Raw -38095628.389955 + Penalty 4112.109465 = -38091516.280490
  nChanged 6642
		SP:Iteration 22Q (35210.460000 sec): 3 clusters
  Score: Raw -38098455.398782 + Penalty 4112.109465 = -38094343.289317
  nChanged 5009
		SP:Iteration 23Q (35211.850000 sec): 3 clusters
  Score: Raw -38100349.316776 + Penalty 4112.109465 = -38096237.207311
  nChanged 3680
		SP:Iteration 24Q (35213.160000 sec): 3 clusters
  Score: Raw -38101593.718027 + Penalty 4112.109465 = -38097481.608562
  nChanged 2737
		SP:Iteration 25Q (35214.560000 sec): 3 clusters
  Score: Raw -38102391.358022 + Penalty 4112.109465 = -38098279.248557
  nChanged 2026
		SP:Iteration 26Q (35216.000000 sec): 3 clusters
  Score: Raw -38102919.030384 + Penalty 4112.109465 = -38098806.920919
  nChanged 1531
		SP:Iteration 27Q (35217.400000 sec): 3 clusters
  Score: Raw -38103280.531835 + Penalty 4112.109465 = -38099168.422370
  nChanged 1167
		SP:Iteration 28Q (35218.790000 sec): 3 clusters
  Score: Raw -38103516.694288 + Penalty 4112.109465 = -38099404.584823
  nChanged 839
		SP:Iteration 29Q (35220.250000 sec): 3 clusters
  Score: Raw -38103670.515938 + Penalty 4112.109465 = -38099558.406473
  nChanged 634
		SP:Iteration 30Q (35221.640000 sec): 3 clusters
  Score: Raw -38103776.313417 + Penalty 4112.109465 = -38099664.203952
  nChanged 476
		SP:Iteration 31Q (35223.080000 sec): 3 clusters
  Score: Raw -38103850.921577 + Penalty 4112.109465 = -38099738.812112
  nChanged 409
		SP:Iteration 32Q (35224.430000 sec): 3 clusters
  Score: Raw -38103910.425426 + Penalty 4112.109465 = -38099798.315961
  nChanged 321
		SP:Iteration 33Q (35225.660000 sec): 3 clusters
  Score: Raw -38103953.883812 + Penalty 4112.109465 = -38099841.774347
  nChanged 274
		SP:Iteration 34Q (35226.950000 sec): 3 clusters
  Score: Raw -38103986.975073 + Penalty 4112.109465 = -38099874.865608
  nChanged 228
		SP:Iteration 35Q (35228.430000 sec): 3 clusters
  Score: Raw -38104013.457559 + Penalty 4112.109465 = -38099901.348094
  nChanged 205
		SP:Iteration 36Q (35229.900000 sec): 3 clusters
  Score: Raw -38104036.373831 + Penalty 4112.109465 = -38099924.264366
  nChanged 168
		SP:Iteration 37Q (35231.280000 sec): 3 clusters
  Score: Raw -38104055.628269 + Penalty 4112.109465 = -38099943.518804
  nChanged 168
		SP:Iteration 38Q (35232.560000 sec): 3 clusters
  Score: Raw -38104076.463191 + Penalty 4112.109465 = -38099964.353726
  nChanged 158
		SP:Iteration 39Q (35233.820000 sec): 3 clusters
  Score: Raw -38104094.145234 + Penalty 4112.109465 = -38099982.035769
  nChanged 130
		SP:Iteration 40F (35235.290000 sec): 3 clusters
  Score: Raw -38104107.149933 + Penalty 4112.109465 = -38099995.040468
  nChanged 103
		SP:Iteration 41Q (35236.590000 sec): 3 clusters
  Score: Raw -38104116.973682 + Penalty 4112.109465 = -38100004.864217
  nChanged 91
		SP:Iteration 42Q (35237.870000 sec): 3 clusters
  Score: Raw -38104125.190819 + Penalty 4112.109465 = -38100013.081354
  nChanged 76
		SP:Iteration 43Q (35239.280000 sec): 3 clusters
  Score: Raw -38104133.452530 + Penalty 4112.109465 = -38100021.343065
  nChanged 87
		SP:Iteration 44Q (35240.760000 sec): 3 clusters
  Score: Raw -38104141.940682 + Penalty 4112.109465 = -38100029.831217
  nChanged 86
		SP:Iteration 45Q (35242.160000 sec): 3 clusters
  Score: Raw -38104149.497222 + Penalty 4112.109465 = -38100037.387757
  nChanged 76
		SP:Iteration 46Q (35243.590000 sec): 3 clusters
  Score: Raw -38104156.715471 + Penalty 4112.109465 = -38100044.606006
  nChanged 75
		SP:Iteration 47Q (35244.960000 sec): 3 clusters
  Score: Raw -38104162.782353 + Penalty 4112.109465 = -38100050.672888
  nChanged 70
		SP:Iteration 48Q (35246.220000 sec): 3 clusters
  Score: Raw -38104169.596544 + Penalty 4112.109465 = -38100057.487079
  nChanged 62
		SP:Iteration 49Q (35247.530000 sec): 3 clusters
  Score: Raw -38104174.326777 + Penalty 4112.109465 = -38100062.217312
  nChanged 52
		SP:Iteration 50Q (35248.940000 sec): 3 clusters
  Score: Raw -38104177.994075 + Penalty 4112.109465 = -38100065.884611
  nChanged 49
		SP:Iteration 51Q (35250.340000 sec): 3 clusters
  Score: Raw -38104181.728905 + Penalty 4112.109465 = -38100069.619440
  nChanged 45
		SP:Iteration 52Q (35251.750000 sec): 3 clusters
  Score: Raw -38104185.361709 + Penalty 4112.109465 = -38100073.252244
  nChanged 36
		SP:Iteration 53Q (35253.140000 sec): 3 clusters
  Score: Raw -38104187.797264 + Penalty 4112.109465 = -38100075.687799
  nChanged 36
		SP:Iteration 54Q (35254.510000 sec): 3 clusters
  Score: Raw -38104190.561954 + Penalty 4112.109465 = -38100078.452489
  nChanged 38
		SP:Iteration 55Q (35255.850000 sec): 3 clusters
  Score: Raw -38104193.757637 + Penalty 4112.109465 = -38100081.648172
  nChanged 47
		SP:Iteration 56Q (35257.190000 sec): 3 clusters
  Score: Raw -38104196.959657 + Penalty 4112.109465 = -38100084.850192
  nChanged 33
		SP:Iteration 57Q (35258.610000 sec): 3 clusters
  Score: Raw -38104198.920956 + Penalty 4112.109465 = -38100086.811491
  nChanged 32
		SP:Iteration 58Q (35259.960000 sec): 3 clusters
  Score: Raw -38104200.847070 + Penalty 4112.109465 = -38100088.737605
  nChanged 23
		SP:Iteration 59Q (35261.290000 sec): 3 clusters
  Score: Raw -38104202.325952 + Penalty 4112.109465 = -38100090.216487
  nChanged 20
		SP:Iteration 60F (35262.770000 sec): 3 clusters
  Score: Raw -38104203.526094 + Penalty 4112.109465 = -38100091.416629
  nChanged 18
		SP:Iteration 61Q (35264.120000 sec): 3 clusters
  Score: Raw -38104204.587037 + Penalty 4112.109465 = -38100092.477572
  nChanged 19
		SP:Iteration 62Q (35265.540000 sec): 3 clusters
  Score: Raw -38104205.542303 + Penalty 4112.109465 = -38100093.432838
  nChanged 9
		SP:Iteration 63Q (35266.890000 sec): 3 clusters
  Score: Raw -38104205.963780 + Penalty 4112.109465 = -38100093.854315
  nChanged 8
		SP:Iteration 64Q (35268.400000 sec): 3 clusters
  Score: Raw -38104206.323149 + Penalty 4112.109465 = -38100094.213684
  nChanged 7
		SP:Iteration 65Q (35269.890000 sec): 3 clusters
  Score: Raw -38104206.701723 + Penalty 4112.109465 = -38100094.592258
  nChanged 8
		SP:Iteration 66Q (35271.330000 sec): 3 clusters
  Score: Raw -38104207.050107 + Penalty 4112.109465 = -38100094.940642
  nChanged 5
		SP:Iteration 67Q (35272.720000 sec): 3 clusters
  Score: Raw -38104207.227680 + Penalty 4112.109465 = -38100095.118215
  nChanged 7
		SP:Iteration 68Q (35274.110000 sec): 3 clusters
  Score: Raw -38104207.645628 + Penalty 4112.109465 = -38100095.536163
  nChanged 9
		SP:Iteration 69Q (35275.430000 sec): 3 clusters
  Score: Raw -38104208.178728 + Penalty 4112.109465 = -38100096.069263
  nChanged 11
		SP:Iteration 70Q (35276.780000 sec): 3 clusters
  Score: Raw -38104208.687580 + Penalty 4112.109465 = -38100096.578115
  nChanged 7
		SP:Iteration 71Q (35278.130000 sec): 3 clusters
  Score: Raw -38104209.040474 + Penalty 4112.109465 = -38100096.931009
  nChanged 5
		SP:Iteration 72Q (35279.530000 sec): 3 clusters
  Score: Raw -38104209.419354 + Penalty 4112.109465 = -38100097.309889
  nChanged 8
		SP:Iteration 73Q (35280.840000 sec): 3 clusters
  Score: Raw -38104209.796229 + Penalty 4112.109465 = -38100097.686764
  nChanged 5
		SP:Iteration 74Q (35282.240000 sec): 3 clusters
  Score: Raw -38104209.989295 + Penalty 4112.109465 = -38100097.879830
  nChanged 0
		SP:Iteration 75F (35283.800000 sec): 3 clusters
  Score: Raw -38104209.989295 + Penalty 4112.109465 = -38100097.879830
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (33882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35284.220000 sec): 2 clusters
  Score: Raw -4127815.460274 + Penalty 1694.978867 = -4126120.481407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35284.650000 sec): 3 clusters
  Score: Raw -4106616.306965 + Penalty 3389.957733 = -4103226.349232
  nChanged 15803
		SP:Iteration 1F (35284.930000 sec): 3 clusters
  Score: Raw -4115368.403518 + Penalty 3389.957733 = -4111978.445784
  nChanged 1431
		SP:Iteration 2Q (35285.310000 sec): 3 clusters
  Score: Raw -4115819.892771 + Penalty 3389.957733 = -4112429.935038
  nChanged 1400
		SP:Iteration 3Q (35285.720000 sec): 3 clusters
  Score: Raw -4116321.013268 + Penalty 3389.957733 = -4112931.055535
  nChanged 1492
		SP:Iteration 4Q (35286.090000 sec): 3 clusters
  Score: Raw -4116949.842785 + Penalty 3389.957733 = -4113559.885052
  nChanged 1611
		SP:Iteration 5Q (35286.480000 sec): 3 clusters
  Score: Raw -4117752.545114 + Penalty 3389.957733 = -4114362.587381
  nChanged 1759
		SP:Iteration 6F (35286.900000 sec): 3 clusters
  Score: Raw -4118756.215541 + Penalty 3389.957733 = -4115366.257807
  nChanged 1817
		SP:Iteration 7F (35287.260000 sec): 3 clusters
  Score: Raw -4119900.318980 + Penalty 3389.957733 = -4116510.361247
  nChanged 1879
		SP:Iteration 8F (35287.640000 sec): 3 clusters
  Score: Raw -4121180.739647 + Penalty 3389.957733 = -4117790.781914
  nChanged 1841
		SP:Iteration 9F (35288.070000 sec): 3 clusters
  Score: Raw -4122451.019940 + Penalty 3389.957733 = -4119061.062207
  nChanged 1671
		SP:Iteration 10Q (35288.470000 sec): 3 clusters
  Score: Raw -4123411.914171 + Penalty 3389.957733 = -4120021.956438
  nChanged 1274
		SP:Iteration 11Q (35288.840000 sec): 3 clusters
  Score: Raw -4123971.609674 + Penalty 3389.957733 = -4120581.651941
  nChanged 904
		SP:Iteration 12Q (35289.160000 sec): 3 clusters
  Score: Raw -4124323.647369 + Penalty 3389.957733 = -4120933.689636
  nChanged 726
		SP:Iteration 13Q (35289.550000 sec): 3 clusters
  Score: Raw -4124584.869499 + Penalty 3389.957733 = -4121194.911766
  nChanged 620
		SP:Iteration 14Q (35289.940000 sec): 3 clusters
  Score: Raw -4124814.814680 + Penalty 3389.957733 = -4121424.856947
  nChanged 576
		SP:Iteration 15Q (35290.300000 sec): 3 clusters
  Score: Raw -4125022.825569 + Penalty 3389.957733 = -4121632.867835
  nChanged 547
		SP:Iteration 16Q (35290.640000 sec): 3 clusters
  Score: Raw -4125205.706708 + Penalty 3389.957733 = -4121815.748975
  nChanged 493
		SP:Iteration 17Q (35290.990000 sec): 3 clusters
  Score: Raw -4125350.556486 + Penalty 3389.957733 = -4121960.598753
  nChanged 482
		SP:Iteration 18Q (35291.380000 sec): 3 clusters
  Score: Raw -4125498.962459 + Penalty 3389.957733 = -4122109.004726
  nChanged 457
		SP:Iteration 19Q (35291.700000 sec): 3 clusters
  Score: Raw -4125640.615909 + Penalty 3389.957733 = -4122250.658175
  nChanged 456
		SP:Iteration 20F (35292.000000 sec): 3 clusters
  Score: Raw -4125783.147165 + Penalty 3389.957733 = -4122393.189432
  nChanged 450
		SP:Iteration 21Q (35292.350000 sec): 3 clusters
  Score: Raw -4125933.446528 + Penalty 3389.957733 = -4122543.488795
  nChanged 454
		SP:Iteration 22Q (35292.720000 sec): 3 clusters
  Score: Raw -4126070.720293 + Penalty 3389.957733 = -4122680.762560
  nChanged 393
		SP:Iteration 23Q (35293.050000 sec): 3 clusters
  Score: Raw -4126186.774979 + Penalty 3389.957733 = -4122796.817246
  nChanged 391
		SP:Iteration 24Q (35293.410000 sec): 3 clusters
  Score: Raw -4126301.137311 + Penalty 3389.957733 = -4122911.179578
  nChanged 406
		SP:Iteration 25Q (35293.710000 sec): 3 clusters
  Score: Raw -4126428.753145 + Penalty 3389.957733 = -4123038.795412
  nChanged 442
		SP:Iteration 26Q (35294.040000 sec): 3 clusters
  Score: Raw -4126574.741714 + Penalty 3389.957733 = -4123184.783981
  nChanged 421
		SP:Iteration 27Q (35294.450000 sec): 3 clusters
  Score: Raw -4126709.928714 + Penalty 3389.957733 = -4123319.970981
  nChanged 417
		SP:Iteration 28Q (35294.810000 sec): 3 clusters
  Score: Raw -4126840.277040 + Penalty 3389.957733 = -4123450.319306
  nChanged 410
		SP:Iteration 29Q (35295.130000 sec): 3 clusters
  Score: Raw -4126972.580026 + Penalty 3389.957733 = -4123582.622293
  nChanged 372
		SP:Iteration 30Q (35295.490000 sec): 3 clusters
  Score: Raw -4127082.188209 + Penalty 3389.957733 = -4123692.230476
  nChanged 356
		SP:Iteration 31Q (35295.840000 sec): 3 clusters
  Score: Raw -4127184.509539 + Penalty 3389.957733 = -4123794.551806
  nChanged 333
		SP:Iteration 32Q (35296.180000 sec): 3 clusters
  Score: Raw -4127285.674608 + Penalty 3389.957733 = -4123895.716875
  nChanged 300
		SP:Iteration 33Q (35296.520000 sec): 3 clusters
  Score: Raw -4127380.801191 + Penalty 3389.957733 = -4123990.843458
  nChanged 278
		SP:Iteration 34Q (35296.870000 sec): 3 clusters
  Score: Raw -4127464.708124 + Penalty 3389.957733 = -4124074.750391
  nChanged 279
		SP:Iteration 35Q (35297.220000 sec): 3 clusters
  Score: Raw -4127544.817707 + Penalty 3389.957733 = -4124154.859974
  nChanged 255
		SP:Iteration 36Q (35297.530000 sec): 3 clusters
  Score: Raw -4127619.155297 + Penalty 3389.957733 = -4124229.197564
  nChanged 236
		SP:Iteration 37Q (35297.880000 sec): 3 clusters
  Score: Raw -4127681.208164 + Penalty 3389.957733 = -4124291.250431
  nChanged 210
		SP:Iteration 38Q (35298.180000 sec): 3 clusters
  Score: Raw -4127737.278666 + Penalty 3389.957733 = -4124347.320933
  nChanged 193
		SP:Iteration 39Q (35298.540000 sec): 3 clusters
  Score: Raw -4127787.631283 + Penalty 3389.957733 = -4124397.673550
  nChanged 170
		SP:Iteration 40F (35298.920000 sec): 3 clusters
  Score: Raw -4127831.892108 + Penalty 3389.957733 = -4124441.934374
  nChanged 170
		SP:Iteration 41Q (35299.240000 sec): 3 clusters
  Score: Raw -4127877.666469 + Penalty 3389.957733 = -4124487.708736
  nChanged 150
		SP:Iteration 42Q (35299.580000 sec): 3 clusters
  Score: Raw -4127921.520377 + Penalty 3389.957733 = -4124531.562643
  nChanged 130
		SP:Iteration 43Q (35299.910000 sec): 3 clusters
  Score: Raw -4127953.751663 + Penalty 3389.957733 = -4124563.793930
  nChanged 135
		SP:Iteration 44Q (35300.260000 sec): 3 clusters
  Score: Raw -4127995.531540 + Penalty 3389.957733 = -4124605.573807
  nChanged 125
		SP:Iteration 45Q (35300.580000 sec): 3 clusters
  Score: Raw -4128033.755668 + Penalty 3389.957733 = -4124643.797935
  nChanged 102
		SP:Iteration 46Q (35300.980000 sec): 3 clusters
  Score: Raw -4128062.801948 + Penalty 3389.957733 = -4124672.844214
  nChanged 85
		SP:Iteration 47Q (35301.270000 sec): 3 clusters
  Score: Raw -4128083.723945 + Penalty 3389.957733 = -4124693.766212
  nChanged 72
		SP:Iteration 48Q (35301.620000 sec): 3 clusters
  Score: Raw -4128099.299093 + Penalty 3389.957733 = -4124709.341360
  nChanged 56
		SP:Iteration 49Q (35301.920000 sec): 3 clusters
  Score: Raw -4128109.470833 + Penalty 3389.957733 = -4124719.513099
  nChanged 52
		SP:Iteration 50Q (35302.240000 sec): 3 clusters
  Score: Raw -4128122.588594 + Penalty 3389.957733 = -4124732.630861
  nChanged 67
		SP:Iteration 51Q (35302.580000 sec): 3 clusters
  Score: Raw -4128137.764157 + Penalty 3389.957733 = -4124747.806424
  nChanged 60
		SP:Iteration 52Q (35302.940000 sec): 3 clusters
  Score: Raw -4128152.425758 + Penalty 3389.957733 = -4124762.468025
  nChanged 58
		SP:Iteration 53Q (35303.250000 sec): 3 clusters
  Score: Raw -4128166.677242 + Penalty 3389.957733 = -4124776.719509
  nChanged 59
		SP:Iteration 54Q (35303.660000 sec): 3 clusters
  Score: Raw -4128179.564051 + Penalty 3389.957733 = -4124789.606318
  nChanged 44
		SP:Iteration 55Q (35304.030000 sec): 3 clusters
  Score: Raw -4128188.125721 + Penalty 3389.957733 = -4124798.167988
  nChanged 34
		SP:Iteration 56Q (35304.350000 sec): 3 clusters
  Score: Raw -4128194.320230 + Penalty 3389.957733 = -4124804.362497
  nChanged 30
		SP:Iteration 57Q (35304.710000 sec): 3 clusters
  Score: Raw -4128199.714606 + Penalty 3389.957733 = -4124809.756872
  nChanged 25
		SP:Iteration 58Q (35305.110000 sec): 3 clusters
  Score: Raw -4128204.055807 + Penalty 3389.957733 = -4124814.098074
  nChanged 24
		SP:Iteration 59Q (35305.380000 sec): 3 clusters
  Score: Raw -4128208.183133 + Penalty 3389.957733 = -4124818.225400
  nChanged 18
		SP:Iteration 60F (35305.720000 sec): 3 clusters
  Score: Raw -4128212.353747 + Penalty 3389.957733 = -4124822.396014
  nChanged 24
		SP:Iteration 61Q (35306.080000 sec): 3 clusters
  Score: Raw -4128217.227212 + Penalty 3389.957733 = -4124827.269479
  nChanged 23
		SP:Iteration 62Q (35306.410000 sec): 3 clusters
  Score: Raw -4128223.040323 + Penalty 3389.957733 = -4124833.082590
  nChanged 31
		SP:Iteration 63Q (35306.760000 sec): 3 clusters
  Score: Raw -4128229.680715 + Penalty 3389.957733 = -4124839.722982
  nChanged 18
		SP:Iteration 64Q (35307.080000 sec): 3 clusters
  Score: Raw -4128233.611065 + Penalty 3389.957733 = -4124843.653332
  nChanged 22
		SP:Iteration 65Q (35307.420000 sec): 3 clusters
  Score: Raw -4128239.135681 + Penalty 3389.957733 = -4124849.177948
  nChanged 22
		SP:Iteration 66Q (35307.720000 sec): 3 clusters
  Score: Raw -4128244.717887 + Penalty 3389.957733 = -4124854.760153
  nChanged 27
		SP:Iteration 67Q (35308.060000 sec): 3 clusters
  Score: Raw -4128251.061392 + Penalty 3389.957733 = -4124861.103659
  nChanged 19
		SP:Iteration 68Q (35308.350000 sec): 3 clusters
  Score: Raw -4128255.238532 + Penalty 3389.957733 = -4124865.280798
  nChanged 15
		SP:Iteration 69Q (35308.670000 sec): 3 clusters
  Score: Raw -4128258.177799 + Penalty 3389.957733 = -4124868.220066
  nChanged 15
		SP:Iteration 70Q (35308.990000 sec): 3 clusters
  Score: Raw -4128261.786990 + Penalty 3389.957733 = -4124871.829257
  nChanged 16
		SP:Iteration 71Q (35309.320000 sec): 3 clusters
  Score: Raw -4128264.731041 + Penalty 3389.957733 = -4124874.773308
  nChanged 11
		SP:Iteration 72Q (35309.650000 sec): 3 clusters
  Score: Raw -4128266.138583 + Penalty 3389.957733 = -4124876.180850
  nChanged 4
		SP:Iteration 73Q (35309.970000 sec): 3 clusters
  Score: Raw -4128266.861088 + Penalty 3389.957733 = -4124876.903355
  nChanged 7
		SP:Iteration 74Q (35310.310000 sec): 3 clusters
  Score: Raw -4128268.492926 + Penalty 3389.957733 = -4124878.535193
  nChanged 11
		SP:Iteration 75Q (35310.670000 sec): 3 clusters
  Score: Raw -4128271.085225 + Penalty 3389.957733 = -4124881.127492
  nChanged 11
		SP:Iteration 76Q (35311.000000 sec): 3 clusters
  Score: Raw -4128273.302646 + Penalty 3389.957733 = -4124883.344913
  nChanged 10
		SP:Iteration 77Q (35311.320000 sec): 3 clusters
  Score: Raw -4128275.109485 + Penalty 3389.957733 = -4124885.151752
  nChanged 8
		SP:Iteration 78Q (35311.640000 sec): 3 clusters
  Score: Raw -4128276.275296 + Penalty 3389.957733 = -4124886.317563
  nChanged 5
		SP:Iteration 79Q (35312.020000 sec): 3 clusters
  Score: Raw -4128277.130255 + Penalty 3389.957733 = -4124887.172522
  nChanged 3
		SP:Iteration 80F (35312.360000 sec): 3 clusters
  Score: Raw -4128277.862769 + Penalty 3389.957733 = -4124887.905036
  nChanged 6
		SP:Iteration 81Q (35312.760000 sec): 3 clusters
  Score: Raw -4128279.054776 + Penalty 3389.957733 = -4124889.097043
  nChanged 2
		SP:Iteration 82Q (35313.140000 sec): 3 clusters
  Score: Raw -4128279.316890 + Penalty 3389.957733 = -4124889.359157
  nChanged 0
		SP:Iteration 83F (35313.460000 sec): 3 clusters
  Score: Raw -4128279.316890 + Penalty 3389.957733 = -4124889.359157
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35313.680000 sec): 2 clusters
  Score: Raw -3673290.055226 + Penalty 1675.356403 = -3671614.698823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35314.030000 sec): 3 clusters
  Score: Raw -3654871.503428 + Penalty 3350.712807 = -3651520.790622
  nChanged 13853
		SP:Iteration 1F (35314.370000 sec): 3 clusters
  Score: Raw -3662756.313288 + Penalty 3350.712807 = -3659405.600481
  nChanged 2001
		SP:Iteration 2F (35314.730000 sec): 3 clusters
  Score: Raw -3663956.374197 + Penalty 3350.712807 = -3660605.661390
  nChanged 2467
		SP:Iteration 3F (35315.060000 sec): 3 clusters
  Score: Raw -3665835.503823 + Penalty 3350.712807 = -3662484.791016
  nChanged 2599
		SP:Iteration 4F (35315.390000 sec): 3 clusters
  Score: Raw -3668063.738105 + Penalty 3350.712807 = -3664713.025298
  nChanged 2298
		SP:Iteration 5F (35315.690000 sec): 3 clusters
  Score: Raw -3669992.749636 + Penalty 3350.712807 = -3666642.036829
  nChanged 1676
		SP:Iteration 6F (35316.000000 sec): 3 clusters
  Score: Raw -3671262.767814 + Penalty 3350.712807 = -3667912.055007
  nChanged 1086
		SP:Iteration 7Q (35316.320000 sec): 3 clusters
  Score: Raw -3672029.104956 + Penalty 3350.712807 = -3668678.392150
  nChanged 713
		SP:Iteration 8Q (35316.610000 sec): 3 clusters
  Score: Raw -3672517.670243 + Penalty 3350.712807 = -3669166.957436
  nChanged 548
		SP:Iteration 9Q (35316.920000 sec): 3 clusters
  Score: Raw -3672881.469866 + Penalty 3350.712807 = -3669530.757060
  nChanged 405
		SP:Iteration 10Q (35317.240000 sec): 3 clusters
  Score: Raw -3673149.030950 + Penalty 3350.712807 = -3669798.318143
  nChanged 277
		SP:Iteration 11Q (35317.510000 sec): 3 clusters
  Score: Raw -3673318.768500 + Penalty 3350.712807 = -3669968.055693
  nChanged 201
		SP:Iteration 12Q (35317.790000 sec): 3 clusters
  Score: Raw -3673451.203969 + Penalty 3350.712807 = -3670100.491163
  nChanged 143
		SP:Iteration 13Q (35318.130000 sec): 3 clusters
  Score: Raw -3673535.940163 + Penalty 3350.712807 = -3670185.227356
  nChanged 116
		SP:Iteration 14Q (35318.500000 sec): 3 clusters
  Score: Raw -3673600.169386 + Penalty 3350.712807 = -3670249.456580
  nChanged 90
		SP:Iteration 15Q (35318.830000 sec): 3 clusters
  Score: Raw -3673647.994055 + Penalty 3350.712807 = -3670297.281249
  nChanged 50
		SP:Iteration 16Q (35319.160000 sec): 3 clusters
  Score: Raw -3673672.107222 + Penalty 3350.712807 = -3670321.394416
  nChanged 42
		SP:Iteration 17Q (35319.490000 sec): 3 clusters
  Score: Raw -3673690.209384 + Penalty 3350.712807 = -3670339.496578
  nChanged 26
		SP:Iteration 18Q (35319.830000 sec): 3 clusters
  Score: Raw -3673699.422793 + Penalty 3350.712807 = -3670348.709986
  nChanged 15
		SP:Iteration 19Q (35320.130000 sec): 3 clusters
  Score: Raw -3673704.209645 + Penalty 3350.712807 = -3670353.496838
  nChanged 8
		SP:Iteration 20F (35320.440000 sec): 3 clusters
  Score: Raw -3673706.310099 + Penalty 3350.712807 = -3670355.597292
  nChanged 7
		SP:Iteration 21Q (35320.760000 sec): 3 clusters
  Score: Raw -3673709.110480 + Penalty 3350.712807 = -3670358.397673
  nChanged 6
		SP:Iteration 22Q (35321.080000 sec): 3 clusters
  Score: Raw -3673711.943850 + Penalty 3350.712807 = -3670361.231043
  nChanged 6
		SP:Iteration 23Q (35321.440000 sec): 3 clusters
  Score: Raw -3673714.661846 + Penalty 3350.712807 = -3670363.949039
  nChanged 11
		SP:Iteration 24Q (35321.750000 sec): 3 clusters
  Score: Raw -3673719.544322 + Penalty 3350.712807 = -3670368.831516
  nChanged 8
		SP:Iteration 25Q (35322.070000 sec): 3 clusters
  Score: Raw -3673722.339175 + Penalty 3350.712807 = -3670371.626368
  nChanged 5
		SP:Iteration 26Q (35322.370000 sec): 3 clusters
  Score: Raw -3673724.293376 + Penalty 3350.712807 = -3670373.580570
  nChanged 4
		SP:Iteration 27Q (35322.790000 sec): 3 clusters
  Score: Raw -3673725.491599 + Penalty 3350.712807 = -3670374.778793
  nChanged 3
		SP:Iteration 28Q (35323.100000 sec): 3 clusters
  Score: Raw -3673726.729770 + Penalty 3350.712807 = -3670376.016963
  nChanged 3
		SP:Iteration 29Q (35323.400000 sec): 3 clusters
  Score: Raw -3673727.659449 + Penalty 3350.712807 = -3670376.946642
  nChanged 2
		SP:Iteration 30Q (35323.700000 sec): 3 clusters
  Score: Raw -3673728.242001 + Penalty 3350.712807 = -3670377.529194
  nChanged 1
		SP:Iteration 31Q (35324.040000 sec): 3 clusters
  Score: Raw -3673728.539258 + Penalty 3350.712807 = -3670377.826451
  nChanged 1
		SP:Iteration 32Q (35324.340000 sec): 3 clusters
  Score: Raw -3673728.629149 + Penalty 3350.712807 = -3670377.916343
  nChanged 0
		SP:Iteration 33F (35324.660000 sec): 3 clusters
  Score: Raw -3673728.629149 + Penalty 3350.712807 = -3670377.916343
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35324.820000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35325.020000 sec): 3 clusters
  Score: Raw -9199.075591 + Penalty 1530.597315 = -7668.478275
  nChanged 13
		SP:Iteration 1F (35325.250000 sec): 3 clusters
  Score: Raw -9280.781254 + Penalty 1530.597315 = -7750.183939
  nChanged 1
		SP:Iteration 2Q (35325.440000 sec): 3 clusters
  Score: Raw -9287.155054 + Penalty 1530.597315 = -7756.557739
  nChanged 0
		SP:Iteration 3F (35325.630000 sec): 3 clusters
  Score: Raw -9287.155054 + Penalty 1530.597315 = -7756.557739
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (4472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35325.780000 sec): 2 clusters
  Score: Raw -524449.194721 + Penalty 1365.908540 = -523083.286181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35325.990000 sec): 3 clusters
  Score: Raw -522180.109626 + Penalty 2731.817080 = -519448.292546
  nChanged 1799
		SP:Iteration 1F (35326.220000 sec): 3 clusters
  Score: Raw -523087.084900 + Penalty 2731.817080 = -520355.267820
  nChanged 285
		SP:Iteration 2F (35326.370000 sec): 3 clusters
  Score: Raw -523226.615979 + Penalty 2731.817080 = -520494.798899
  nChanged 185
		SP:Iteration 3Q (35326.530000 sec): 3 clusters
  Score: Raw -523313.238044 + Penalty 2731.817080 = -520581.420964
  nChanged 179
		SP:Iteration 4Q (35326.720000 sec): 3 clusters
  Score: Raw -523386.042357 + Penalty 2731.817080 = -520654.225277
  nChanged 151
		SP:Iteration 5Q (35326.880000 sec): 3 clusters
  Score: Raw -523447.640555 + Penalty 2731.817080 = -520715.823475
  nChanged 140
		SP:Iteration 6Q (35327.120000 sec): 3 clusters
  Score: Raw -523517.554546 + Penalty 2731.817080 = -520785.737466
  nChanged 144
		SP:Iteration 7Q (35327.270000 sec): 3 clusters
  Score: Raw -523588.570820 + Penalty 2731.817080 = -520856.753740
  nChanged 140
		SP:Iteration 8Q (35327.480000 sec): 3 clusters
  Score: Raw -523654.655802 + Penalty 2731.817080 = -520922.838722
  nChanged 152
		SP:Iteration 9Q (35327.720000 sec): 3 clusters
  Score: Raw -523735.218164 + Penalty 2731.817080 = -521003.401085
  nChanged 145
		SP:Iteration 10Q (35327.890000 sec): 3 clusters
  Score: Raw -523809.525310 + Penalty 2731.817080 = -521077.708231
  nChanged 127
		SP:Iteration 11Q (35328.140000 sec): 3 clusters
  Score: Raw -523885.837940 + Penalty 2731.817080 = -521154.020860
  nChanged 151
		SP:Iteration 12Q (35328.340000 sec): 3 clusters
  Score: Raw -523982.553086 + Penalty 2731.817080 = -521250.736006
  nChanged 146
		SP:Iteration 13Q (35328.570000 sec): 3 clusters
  Score: Raw -524075.275513 + Penalty 2731.817080 = -521343.458433
  nChanged 134
		SP:Iteration 14Q (35328.760000 sec): 3 clusters
  Score: Raw -524160.241390 + Penalty 2731.817080 = -521428.424311
  nChanged 122
		SP:Iteration 15Q (35328.980000 sec): 3 clusters
  Score: Raw -524239.080734 + Penalty 2731.817080 = -521507.263654
  nChanged 107
		SP:Iteration 16Q (35329.180000 sec): 3 clusters
  Score: Raw -524322.728076 + Penalty 2731.817080 = -521590.910996
  nChanged 103
		SP:Iteration 17Q (35329.350000 sec): 3 clusters
  Score: Raw -524407.061642 + Penalty 2731.817080 = -521675.244562
  nChanged 88
		SP:Iteration 18Q (35329.590000 sec): 3 clusters
  Score: Raw -524484.297178 + Penalty 2731.817080 = -521752.480098
  nChanged 67
		SP:Iteration 19Q (35329.800000 sec): 3 clusters
  Score: Raw -524538.361508 + Penalty 2731.817080 = -521806.544428
  nChanged 38
		SP:Iteration 20F (35330.010000 sec): 3 clusters
  Score: Raw -524569.316631 + Penalty 2731.817080 = -521837.499551
  nChanged 29
		SP:Iteration 21Q (35330.220000 sec): 3 clusters
  Score: Raw -524593.624230 + Penalty 2731.817080 = -521861.807150
  nChanged 22
		SP:Iteration 22Q (35330.410000 sec): 3 clusters
  Score: Raw -524610.316015 + Penalty 2731.817080 = -521878.498936
  nChanged 15
		SP:Iteration 23Q (35330.600000 sec): 3 clusters
  Score: Raw -524623.374119 + Penalty 2731.817080 = -521891.557039
  nChanged 16
		SP:Iteration 24Q (35330.790000 sec): 3 clusters
  Score: Raw -524636.486270 + Penalty 2731.817080 = -521904.669190
  nChanged 8
		SP:Iteration 25Q (35330.990000 sec): 3 clusters
  Score: Raw -524642.265784 + Penalty 2731.817080 = -521910.448704
  nChanged 5
		SP:Iteration 26Q (35331.230000 sec): 3 clusters
  Score: Raw -524648.318465 + Penalty 2731.817080 = -521916.501385
  nChanged 7
		SP:Iteration 27Q (35331.420000 sec): 3 clusters
  Score: Raw -524655.182475 + Penalty 2731.817080 = -521923.365395
  nChanged 4
		SP:Iteration 28Q (35331.620000 sec): 3 clusters
  Score: Raw -524657.320591 + Penalty 2731.817080 = -521925.503512
  nChanged 3
		SP:Iteration 29Q (35331.810000 sec): 3 clusters
  Score: Raw -524659.947913 + Penalty 2731.817080 = -521928.130833
  nChanged 1
		SP:Iteration 30Q (35332.010000 sec): 3 clusters
  Score: Raw -524661.509413 + Penalty 2731.817080 = -521929.692333
  nChanged 1
		SP:Iteration 31Q (35332.200000 sec): 3 clusters
  Score: Raw -524662.182506 + Penalty 2731.817080 = -521930.365426
  nChanged 0
		SP:Iteration 32F (35332.410000 sec): 3 clusters
  Score: Raw -524662.182506 + Penalty 2731.817080 = -521930.365426
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35332.860000 sec): 2 clusters
  Score: Raw -9305802.340217 + Penalty 1827.525893 = -9303974.814323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35333.430000 sec): 3 clusters
  Score: Raw -9256603.492158 + Penalty 3655.051787 = -9252948.440371
  nChanged 36322
		SP:Iteration 1F (35334.010000 sec): 3 clusters
  Score: Raw -9277396.782058 + Penalty 3655.051787 = -9273741.730271
  nChanged 2845
		SP:Iteration 2Q (35334.580000 sec): 3 clusters
  Score: Raw -9278176.297608 + Penalty 3655.051787 = -9274521.245821
  nChanged 3106
		SP:Iteration 3Q (35335.090000 sec): 3 clusters
  Score: Raw -9279207.975765 + Penalty 3655.051787 = -9275552.923978
  nChanged 3738
		SP:Iteration 4Q (35335.650000 sec): 3 clusters
  Score: Raw -9280813.447314 + Penalty 3655.051787 = -9277158.395527
  nChanged 4569
		SP:Iteration 5F (35336.160000 sec): 3 clusters
  Score: Raw -9283315.822621 + Penalty 3655.051787 = -9279660.770834
  nChanged 5518
		SP:Iteration 6F (35336.760000 sec): 3 clusters
  Score: Raw -9287154.817158 + Penalty 3655.051787 = -9283499.765371
  nChanged 6039
		SP:Iteration 7F (35337.310000 sec): 3 clusters
  Score: Raw -9292043.857405 + Penalty 3655.051787 = -9288388.805618
  nChanged 5576
		SP:Iteration 8F (35337.850000 sec): 3 clusters
  Score: Raw -9297011.326510 + Penalty 3655.051787 = -9293356.274723
  nChanged 4416
		SP:Iteration 9F (35338.380000 sec): 3 clusters
  Score: Raw -9301273.103695 + Penalty 3655.051787 = -9297618.051908
  nChanged 2847
		SP:Iteration 10Q (35338.920000 sec): 3 clusters
  Score: Raw -9304093.857633 + Penalty 3655.051787 = -9300438.805847
  nChanged 1294
		SP:Iteration 11Q (35339.460000 sec): 3 clusters
  Score: Raw -9305302.877601 + Penalty 3655.051787 = -9301647.825814
  nChanged 463
		SP:Iteration 12Q (35339.960000 sec): 3 clusters
  Score: Raw -9305735.581604 + Penalty 3655.051787 = -9302080.529817
  nChanged 154
		SP:Iteration 13Q (35340.440000 sec): 3 clusters
  Score: Raw -9305889.491677 + Penalty 3655.051787 = -9302234.439890
  nChanged 62
		SP:Iteration 14Q (35340.870000 sec): 3 clusters
  Score: Raw -9305961.282753 + Penalty 3655.051787 = -9302306.230966
  nChanged 31
		SP:Iteration 15Q (35341.380000 sec): 3 clusters
  Score: Raw -9305995.385316 + Penalty 3655.051787 = -9302340.333529
  nChanged 17
		SP:Iteration 16Q (35341.860000 sec): 3 clusters
  Score: Raw -9306016.336995 + Penalty 3655.051787 = -9302361.285208
  nChanged 8
		SP:Iteration 17Q (35342.350000 sec): 3 clusters
  Score: Raw -9306025.357919 + Penalty 3655.051787 = -9302370.306132
  nChanged 5
		SP:Iteration 18Q (35342.890000 sec): 3 clusters
  Score: Raw -9306030.708532 + Penalty 3655.051787 = -9302375.656745
  nChanged 3
		SP:Iteration 19Q (35343.370000 sec): 3 clusters
  Score: Raw -9306032.726484 + Penalty 3655.051787 = -9302377.674697
  nChanged 3
		SP:Iteration 20F (35343.900000 sec): 3 clusters
  Score: Raw -9306035.429700 + Penalty 3655.051787 = -9302380.377913
  nChanged 3
		SP:Iteration 21Q (35344.460000 sec): 3 clusters
  Score: Raw -9306040.912517 + Penalty 3655.051787 = -9302385.860730
  nChanged 2
		SP:Iteration 22Q (35344.970000 sec): 3 clusters
  Score: Raw -9306043.143424 + Penalty 3655.051787 = -9302388.091638
  nChanged 1
		SP:Iteration 23Q (35345.510000 sec): 3 clusters
  Score: Raw -9306044.976150 + Penalty 3655.051787 = -9302389.924363
  nChanged 2
		SP:Iteration 24Q (35346.050000 sec): 3 clusters
  Score: Raw -9306048.280883 + Penalty 3655.051787 = -9302393.229096
  nChanged 1
		SP:Iteration 25Q (35346.600000 sec): 3 clusters
  Score: Raw -9306049.478024 + Penalty 3655.051787 = -9302394.426237
  nChanged 2
		SP:Iteration 26Q (35347.160000 sec): 3 clusters
  Score: Raw -9306052.302233 + Penalty 3655.051787 = -9302397.250446
  nChanged 1
		SP:Iteration 27Q (35347.730000 sec): 3 clusters
  Score: Raw -9306053.788612 + Penalty 3655.051787 = -9302398.736825
  nChanged 0
		SP:Iteration 28F (35348.290000 sec): 3 clusters
  Score: Raw -9306053.788612 + Penalty 3655.051787 = -9302398.736825
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (17813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35348.460000 sec): 2 clusters
  Score: Raw -2063338.975442 + Penalty 1590.498619 = -2061748.476824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35348.770000 sec): 3 clusters
  Score: Raw -2052693.228924 + Penalty 3180.997237 = -2049512.231687
  nChanged 8057
		SP:Iteration 1F (35349.020000 sec): 3 clusters
  Score: Raw -2057136.255430 + Penalty 3180.997237 = -2053955.258193
  nChanged 941
		SP:Iteration 2F (35349.330000 sec): 3 clusters
  Score: Raw -2057514.509244 + Penalty 3180.997237 = -2054333.512007
  nChanged 906
		SP:Iteration 3F (35349.570000 sec): 3 clusters
  Score: Raw -2057928.339331 + Penalty 3180.997237 = -2054747.342094
  nChanged 891
		SP:Iteration 4F (35349.860000 sec): 3 clusters
  Score: Raw -2058401.054239 + Penalty 3180.997237 = -2055220.057002
  nChanged 904
		SP:Iteration 5F (35350.190000 sec): 3 clusters
  Score: Raw -2058916.611947 + Penalty 3180.997237 = -2055735.614710
  nChanged 913
		SP:Iteration 6F (35350.470000 sec): 3 clusters
  Score: Raw -2059488.868832 + Penalty 3180.997237 = -2056307.871594
  nChanged 903
		SP:Iteration 7F (35350.770000 sec): 3 clusters
  Score: Raw -2060119.565665 + Penalty 3180.997237 = -2056938.568427
  nChanged 865
		SP:Iteration 8Q (35351.010000 sec): 3 clusters
  Score: Raw -2060692.540874 + Penalty 3180.997237 = -2057511.543637
  nChanged 746
		SP:Iteration 9Q (35351.310000 sec): 3 clusters
  Score: Raw -2061076.283860 + Penalty 3180.997237 = -2057895.286623
  nChanged 609
		SP:Iteration 10Q (35351.580000 sec): 3 clusters
  Score: Raw -2061353.326811 + Penalty 3180.997237 = -2058172.329574
  nChanged 501
		SP:Iteration 11Q (35351.860000 sec): 3 clusters
  Score: Raw -2061577.463633 + Penalty 3180.997237 = -2058396.466395
  nChanged 428
		SP:Iteration 12Q (35352.180000 sec): 3 clusters
  Score: Raw -2061744.022158 + Penalty 3180.997237 = -2058563.024921
  nChanged 347
		SP:Iteration 13Q (35352.460000 sec): 3 clusters
  Score: Raw -2061870.134250 + Penalty 3180.997237 = -2058689.137013
  nChanged 305
		SP:Iteration 14Q (35352.740000 sec): 3 clusters
  Score: Raw -2061974.160487 + Penalty 3180.997237 = -2058793.163249
  nChanged 262
		SP:Iteration 15Q (35353.020000 sec): 3 clusters
  Score: Raw -2062066.721426 + Penalty 3180.997237 = -2058885.724189
  nChanged 239
		SP:Iteration 16Q (35353.280000 sec): 3 clusters
  Score: Raw -2062148.763920 + Penalty 3180.997237 = -2058967.766683
  nChanged 255
		SP:Iteration 17Q (35353.590000 sec): 3 clusters
  Score: Raw -2062245.352962 + Penalty 3180.997237 = -2059064.355725
  nChanged 223
		SP:Iteration 18Q (35353.910000 sec): 3 clusters
  Score: Raw -2062335.615839 + Penalty 3180.997237 = -2059154.618602
  nChanged 222
		SP:Iteration 19Q (35354.130000 sec): 3 clusters
  Score: Raw -2062412.209385 + Penalty 3180.997237 = -2059231.212148
  nChanged 208
		SP:Iteration 20F (35354.410000 sec): 3 clusters
  Score: Raw -2062490.368440 + Penalty 3180.997237 = -2059309.371203
  nChanged 191
		SP:Iteration 21Q (35354.690000 sec): 3 clusters
  Score: Raw -2062561.390280 + Penalty 3180.997237 = -2059380.393043
  nChanged 172
		SP:Iteration 22Q (35354.960000 sec): 3 clusters
  Score: Raw -2062622.025660 + Penalty 3180.997237 = -2059441.028423
  nChanged 166
		SP:Iteration 23Q (35355.250000 sec): 3 clusters
  Score: Raw -2062672.596378 + Penalty 3180.997237 = -2059491.599141
  nChanged 140
		SP:Iteration 24Q (35355.590000 sec): 3 clusters
  Score: Raw -2062717.404182 + Penalty 3180.997237 = -2059536.406945
  nChanged 140
		SP:Iteration 25Q (35355.910000 sec): 3 clusters
  Score: Raw -2062763.906717 + Penalty 3180.997237 = -2059582.909480
  nChanged 135
		SP:Iteration 26Q (35356.200000 sec): 3 clusters
  Score: Raw -2062806.960053 + Penalty 3180.997237 = -2059625.962816
  nChanged 128
		SP:Iteration 27Q (35356.470000 sec): 3 clusters
  Score: Raw -2062848.504902 + Penalty 3180.997237 = -2059667.507665
  nChanged 138
		SP:Iteration 28Q (35356.710000 sec): 3 clusters
  Score: Raw -2062892.086787 + Penalty 3180.997237 = -2059711.089550
  nChanged 138
		SP:Iteration 29Q (35356.970000 sec): 3 clusters
  Score: Raw -2062933.342477 + Penalty 3180.997237 = -2059752.345240
  nChanged 120
		SP:Iteration 30Q (35357.220000 sec): 3 clusters
  Score: Raw -2062966.355069 + Penalty 3180.997237 = -2059785.357832
  nChanged 107
		SP:Iteration 31Q (35357.490000 sec): 3 clusters
  Score: Raw -2062996.758332 + Penalty 3180.997237 = -2059815.761095
  nChanged 106
		SP:Iteration 32Q (35357.730000 sec): 3 clusters
  Score: Raw -2063029.021758 + Penalty 3180.997237 = -2059848.024520
  nChanged 108
		SP:Iteration 33Q (35358.000000 sec): 3 clusters
  Score: Raw -2063061.676651 + Penalty 3180.997237 = -2059880.679414
  nChanged 89
		SP:Iteration 34Q (35358.210000 sec): 3 clusters
  Score: Raw -2063089.283408 + Penalty 3180.997237 = -2059908.286170
  nChanged 88
		SP:Iteration 35Q (35358.470000 sec): 3 clusters
  Score: Raw -2063119.793035 + Penalty 3180.997237 = -2059938.795798
  nChanged 103
		SP:Iteration 36Q (35358.740000 sec): 3 clusters
  Score: Raw -2063150.991986 + Penalty 3180.997237 = -2059969.994748
  nChanged 82
		SP:Iteration 37Q (35359.030000 sec): 3 clusters
  Score: Raw -2063180.027226 + Penalty 3180.997237 = -2059999.029988
  nChanged 102
		SP:Iteration 38Q (35359.280000 sec): 3 clusters
  Score: Raw -2063219.493020 + Penalty 3180.997237 = -2060038.495783
  nChanged 90
		SP:Iteration 39Q (35359.560000 sec): 3 clusters
  Score: Raw -2063249.451972 + Penalty 3180.997237 = -2060068.454735
  nChanged 83
		SP:Iteration 40F (35359.820000 sec): 3 clusters
  Score: Raw -2063277.879796 + Penalty 3180.997237 = -2060096.882559
  nChanged 75
		SP:Iteration 41Q (35360.090000 sec): 3 clusters
  Score: Raw -2063302.729433 + Penalty 3180.997237 = -2060121.732196
  nChanged 57
		SP:Iteration 42Q (35360.340000 sec): 3 clusters
  Score: Raw -2063319.366810 + Penalty 3180.997237 = -2060138.369572
  nChanged 54
		SP:Iteration 43Q (35360.630000 sec): 3 clusters
  Score: Raw -2063333.329013 + Penalty 3180.997237 = -2060152.331776
  nChanged 56
		SP:Iteration 44Q (35360.890000 sec): 3 clusters
  Score: Raw -2063349.004925 + Penalty 3180.997237 = -2060168.007688
  nChanged 55
		SP:Iteration 45Q (35361.170000 sec): 3 clusters
  Score: Raw -2063366.128646 + Penalty 3180.997237 = -2060185.131409
  nChanged 43
		SP:Iteration 46Q (35361.410000 sec): 3 clusters
  Score: Raw -2063378.782498 + Penalty 3180.997237 = -2060197.785261
  nChanged 39
		SP:Iteration 47Q (35361.670000 sec): 3 clusters
  Score: Raw -2063391.057344 + Penalty 3180.997237 = -2060210.060107
  nChanged 37
		SP:Iteration 48Q (35361.950000 sec): 3 clusters
  Score: Raw -2063403.663792 + Penalty 3180.997237 = -2060222.666555
  nChanged 36
		SP:Iteration 49Q (35362.160000 sec): 3 clusters
  Score: Raw -2063414.949060 + Penalty 3180.997237 = -2060233.951822
  nChanged 37
		SP:Iteration 50Q (35362.430000 sec): 3 clusters
  Score: Raw -2063425.344518 + Penalty 3180.997237 = -2060244.347280
  nChanged 31
		SP:Iteration 51Q (35362.690000 sec): 3 clusters
  Score: Raw -2063433.599016 + Penalty 3180.997237 = -2060252.601778
  nChanged 26
		SP:Iteration 52Q (35362.930000 sec): 3 clusters
  Score: Raw -2063441.740966 + Penalty 3180.997237 = -2060260.743728
  nChanged 26
		SP:Iteration 53Q (35363.270000 sec): 3 clusters
  Score: Raw -2063449.642894 + Penalty 3180.997237 = -2060268.645657
  nChanged 25
		SP:Iteration 54Q (35363.530000 sec): 3 clusters
  Score: Raw -2063458.462493 + Penalty 3180.997237 = -2060277.465256
  nChanged 23
		SP:Iteration 55Q (35363.810000 sec): 3 clusters
  Score: Raw -2063465.540680 + Penalty 3180.997237 = -2060284.543442
  nChanged 26
		SP:Iteration 56Q (35364.090000 sec): 3 clusters
  Score: Raw -2063474.038726 + Penalty 3180.997237 = -2060293.041489
  nChanged 28
		SP:Iteration 57Q (35364.430000 sec): 3 clusters
  Score: Raw -2063482.717758 + Penalty 3180.997237 = -2060301.720521
  nChanged 26
		SP:Iteration 58Q (35364.660000 sec): 3 clusters
  Score: Raw -2063492.165914 + Penalty 3180.997237 = -2060311.168677
  nChanged 23
		SP:Iteration 59Q (35364.900000 sec): 3 clusters
  Score: Raw -2063499.800426 + Penalty 3180.997237 = -2060318.803189
  nChanged 24
		SP:Iteration 60F (35365.200000 sec): 3 clusters
  Score: Raw -2063505.949974 + Penalty 3180.997237 = -2060324.952736
  nChanged 18
		SP:Iteration 61Q (35365.440000 sec): 3 clusters
  Score: Raw -2063511.022845 + Penalty 3180.997237 = -2060330.025608
  nChanged 15
		SP:Iteration 62Q (35365.790000 sec): 3 clusters
  Score: Raw -2063515.619534 + Penalty 3180.997237 = -2060334.622297
  nChanged 16
		SP:Iteration 63Q (35366.080000 sec): 3 clusters
  Score: Raw -2063521.188024 + Penalty 3180.997237 = -2060340.190786
  nChanged 20
		SP:Iteration 64Q (35366.360000 sec): 3 clusters
  Score: Raw -2063528.048135 + Penalty 3180.997237 = -2060347.050898
  nChanged 17
		SP:Iteration 65Q (35366.640000 sec): 3 clusters
  Score: Raw -2063532.044008 + Penalty 3180.997237 = -2060351.046770
  nChanged 11
		SP:Iteration 66Q (35366.970000 sec): 3 clusters
  Score: Raw -2063534.418692 + Penalty 3180.997237 = -2060353.421455
  nChanged 11
		SP:Iteration 67Q (35367.170000 sec): 3 clusters
  Score: Raw -2063537.948649 + Penalty 3180.997237 = -2060356.951412
  nChanged 7
		SP:Iteration 68Q (35367.480000 sec): 3 clusters
  Score: Raw -2063540.123349 + Penalty 3180.997237 = -2060359.126112
  nChanged 7
		SP:Iteration 69Q (35367.720000 sec): 3 clusters
  Score: Raw -2063541.775343 + Penalty 3180.997237 = -2060360.778105
  nChanged 5
		SP:Iteration 70Q (35367.940000 sec): 3 clusters
  Score: Raw -2063543.248633 + Penalty 3180.997237 = -2060362.251396
  nChanged 8
		SP:Iteration 71Q (35368.190000 sec): 3 clusters
  Score: Raw -2063544.906798 + Penalty 3180.997237 = -2060363.909561
  nChanged 9
		SP:Iteration 72Q (35368.440000 sec): 3 clusters
  Score: Raw -2063546.802438 + Penalty 3180.997237 = -2060365.805200
  nChanged 8
		SP:Iteration 73Q (35368.710000 sec): 3 clusters
  Score: Raw -2063548.668611 + Penalty 3180.997237 = -2060367.671374
  nChanged 8
		SP:Iteration 74Q (35368.980000 sec): 3 clusters
  Score: Raw -2063550.456075 + Penalty 3180.997237 = -2060369.458838
  nChanged 11
		SP:Iteration 75Q (35369.200000 sec): 3 clusters
  Score: Raw -2063552.850542 + Penalty 3180.997237 = -2060371.853304
  nChanged 7
		SP:Iteration 76Q (35369.450000 sec): 3 clusters
  Score: Raw -2063555.179363 + Penalty 3180.997237 = -2060374.182126
  nChanged 10
		SP:Iteration 77Q (35369.710000 sec): 3 clusters
  Score: Raw -2063558.316519 + Penalty 3180.997237 = -2060377.319282
  nChanged 12
		SP:Iteration 78Q (35369.960000 sec): 3 clusters
  Score: Raw -2063560.967281 + Penalty 3180.997237 = -2060379.970044
  nChanged 9
		SP:Iteration 79Q (35370.240000 sec): 3 clusters
  Score: Raw -2063564.017671 + Penalty 3180.997237 = -2060383.020434
  nChanged 12
		SP:Iteration 80F (35370.480000 sec): 3 clusters
  Score: Raw -2063566.443449 + Penalty 3180.997237 = -2060385.446212
  nChanged 6
		SP:Iteration 81Q (35370.700000 sec): 3 clusters
  Score: Raw -2063568.018246 + Penalty 3180.997237 = -2060387.021009
  nChanged 5
		SP:Iteration 82Q (35370.960000 sec): 3 clusters
  Score: Raw -2063569.184617 + Penalty 3180.997237 = -2060388.187380
  nChanged 4
		SP:Iteration 83Q (35371.210000 sec): 3 clusters
  Score: Raw -2063570.591725 + Penalty 3180.997237 = -2060389.594488
  nChanged 8
		SP:Iteration 84Q (35371.440000 sec): 3 clusters
  Score: Raw -2063572.966972 + Penalty 3180.997237 = -2060391.969735
  nChanged 6
		SP:Iteration 85Q (35371.680000 sec): 3 clusters
  Score: Raw -2063574.270382 + Penalty 3180.997237 = -2060393.273145
  nChanged 4
		SP:Iteration 86Q (35371.930000 sec): 3 clusters
  Score: Raw -2063575.427894 + Penalty 3180.997237 = -2060394.430657
  nChanged 2
		SP:Iteration 87Q (35372.220000 sec): 3 clusters
  Score: Raw -2063575.961527 + Penalty 3180.997237 = -2060394.964290
  nChanged 2
		SP:Iteration 88Q (35372.520000 sec): 3 clusters
  Score: Raw -2063576.331266 + Penalty 3180.997237 = -2060395.334029
  nChanged 1
		SP:Iteration 89Q (35372.760000 sec): 3 clusters
  Score: Raw -2063576.614359 + Penalty 3180.997237 = -2060395.617122
  nChanged 0
		SP:Iteration 90F (35372.980000 sec): 3 clusters
  Score: Raw -2063576.614359 + Penalty 3180.997237 = -2060395.617122
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35373.150000 sec): 2 clusters
  Score: Raw -252868.034109 + Penalty 1251.150779 = -251616.883331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35373.300000 sec): 3 clusters
  Score: Raw -251933.881632 + Penalty 2502.301557 = -249431.580075
  nChanged 784
		SP:Iteration 1F (35373.490000 sec): 3 clusters
  Score: Raw -252440.430672 + Penalty 2502.301557 = -249938.129115
  nChanged 170
		SP:Iteration 2F (35373.700000 sec): 3 clusters
  Score: Raw -252588.264588 + Penalty 2502.301557 = -250085.963031
  nChanged 141
		SP:Iteration 3F (35373.880000 sec): 3 clusters
  Score: Raw -252712.985855 + Penalty 2502.301557 = -250210.684298
  nChanged 116
		SP:Iteration 4F (35374.080000 sec): 3 clusters
  Score: Raw -252856.853038 + Penalty 2502.301557 = -250354.551481
  nChanged 101
		SP:Iteration 5Q (35374.260000 sec): 3 clusters
  Score: Raw -252970.967245 + Penalty 2502.301557 = -250468.665688
  nChanged 95
		SP:Iteration 6Q (35374.480000 sec): 3 clusters
  Score: Raw -253064.207789 + Penalty 2502.301557 = -250561.906232
  nChanged 90
		SP:Iteration 7Q (35374.730000 sec): 3 clusters
  Score: Raw -253148.051464 + Penalty 2502.301557 = -250645.749906
  nChanged 76
		SP:Iteration 8Q (35374.940000 sec): 3 clusters
  Score: Raw -253232.546374 + Penalty 2502.301557 = -250730.244817
  nChanged 70
		SP:Iteration 9Q (35375.140000 sec): 3 clusters
  Score: Raw -253309.670532 + Penalty 2502.301557 = -250807.368975
  nChanged 63
		SP:Iteration 10Q (35375.390000 sec): 3 clusters
  Score: Raw -253373.818297 + Penalty 2502.301557 = -250871.516740
  nChanged 61
		SP:Iteration 11Q (35375.530000 sec): 3 clusters
  Score: Raw -253416.594396 + Penalty 2502.301557 = -250914.292839
  nChanged 33
		SP:Iteration 12Q (35375.720000 sec): 3 clusters
  Score: Raw -253440.094114 + Penalty 2502.301557 = -250937.792557
  nChanged 30
		SP:Iteration 13Q (35375.870000 sec): 3 clusters
  Score: Raw -253460.511496 + Penalty 2502.301557 = -250958.209939
  nChanged 20
		SP:Iteration 14Q (35376.040000 sec): 3 clusters
  Score: Raw -253474.415332 + Penalty 2502.301557 = -250972.113775
  nChanged 8
		SP:Iteration 15Q (35376.220000 sec): 3 clusters
  Score: Raw -253478.761670 + Penalty 2502.301557 = -250976.460113
  nChanged 8
		SP:Iteration 16Q (35376.360000 sec): 3 clusters
  Score: Raw -253483.035690 + Penalty 2502.301557 = -250980.734133
  nChanged 7
		SP:Iteration 17Q (35376.500000 sec): 3 clusters
  Score: Raw -253485.892233 + Penalty 2502.301557 = -250983.590676
  nChanged 4
		SP:Iteration 18Q (35376.650000 sec): 3 clusters
  Score: Raw -253488.570043 + Penalty 2502.301557 = -250986.268486
  nChanged 3
		SP:Iteration 19Q (35376.830000 sec): 3 clusters
  Score: Raw -253489.826547 + Penalty 2502.301557 = -250987.524990
  nChanged 1
		SP:Iteration 20F (35376.980000 sec): 3 clusters
  Score: Raw -253490.081370 + Penalty 2502.301557 = -250987.779813
  nChanged 1
		SP:Iteration 21Q (35377.130000 sec): 3 clusters
  Score: Raw -253490.418932 + Penalty 2502.301557 = -250988.117375
  nChanged 0
		SP:Iteration 22F (35377.240000 sec): 3 clusters
  Score: Raw -253490.418932 + Penalty 2502.301557 = -250988.117375
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35377.350000 sec): 2 clusters
  Score: Raw -383359.399477 + Penalty 1318.431829 = -382040.967648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35377.550000 sec): 3 clusters
  Score: Raw -381689.526280 + Penalty 2636.863658 = -379052.662622
  nChanged 1303
		SP:Iteration 1F (35377.760000 sec): 3 clusters
  Score: Raw -382425.633436 + Penalty 2636.863658 = -379788.769778
  nChanged 245
		SP:Iteration 2F (35377.950000 sec): 3 clusters
  Score: Raw -382558.228997 + Penalty 2636.863658 = -379921.365339
  nChanged 166
		SP:Iteration 3Q (35378.140000 sec): 3 clusters
  Score: Raw -382650.748539 + Penalty 2636.863658 = -380013.884881
  nChanged 120
		SP:Iteration 4Q (35378.280000 sec): 3 clusters
  Score: Raw -382710.167643 + Penalty 2636.863658 = -380073.303985
  nChanged 83
		SP:Iteration 5Q (35378.480000 sec): 3 clusters
  Score: Raw -382743.782219 + Penalty 2636.863658 = -380106.918561
  nChanged 76
		SP:Iteration 6Q (35378.620000 sec): 3 clusters
  Score: Raw -382778.359879 + Penalty 2636.863658 = -380141.496221
  nChanged 77
		SP:Iteration 7Q (35378.820000 sec): 3 clusters
  Score: Raw -382813.482576 + Penalty 2636.863658 = -380176.618918
  nChanged 76
		SP:Iteration 8Q (35378.960000 sec): 3 clusters
  Score: Raw -382847.791493 + Penalty 2636.863658 = -380210.927835
  nChanged 74
		SP:Iteration 9Q (35379.170000 sec): 3 clusters
  Score: Raw -382885.426328 + Penalty 2636.863658 = -380248.562670
  nChanged 62
		SP:Iteration 10Q (35379.370000 sec): 3 clusters
  Score: Raw -382916.727176 + Penalty 2636.863658 = -380279.863518
  nChanged 70
		SP:Iteration 11Q (35379.550000 sec): 3 clusters
  Score: Raw -382949.704755 + Penalty 2636.863658 = -380312.841097
  nChanged 57
		SP:Iteration 12Q (35379.720000 sec): 3 clusters
  Score: Raw -382981.706058 + Penalty 2636.863658 = -380344.842400
  nChanged 53
		SP:Iteration 13Q (35379.890000 sec): 3 clusters
  Score: Raw -383012.957842 + Penalty 2636.863658 = -380376.094184
  nChanged 64
		SP:Iteration 14Q (35380.060000 sec): 3 clusters
  Score: Raw -383047.851380 + Penalty 2636.863658 = -380410.987722
  nChanged 66
		SP:Iteration 15Q (35380.220000 sec): 3 clusters
  Score: Raw -383086.461795 + Penalty 2636.863658 = -380449.598137
  nChanged 70
		SP:Iteration 16Q (35380.370000 sec): 3 clusters
  Score: Raw -383125.809734 + Penalty 2636.863658 = -380488.946076
  nChanged 60
		SP:Iteration 17Q (35380.540000 sec): 3 clusters
  Score: Raw -383166.724011 + Penalty 2636.863658 = -380529.860353
  nChanged 74
		SP:Iteration 18Q (35380.750000 sec): 3 clusters
  Score: Raw -383226.234546 + Penalty 2636.863658 = -380589.370889
  nChanged 79
		SP:Iteration 19Q (35380.950000 sec): 3 clusters
  Score: Raw -383287.459524 + Penalty 2636.863658 = -380650.595866
  nChanged 71
		SP:Iteration 20F (35381.150000 sec): 3 clusters
  Score: Raw -383340.639881 + Penalty 2636.863658 = -380703.776223
  nChanged 57
		SP:Iteration 21Q (35381.360000 sec): 3 clusters
  Score: Raw -383384.961557 + Penalty 2636.863658 = -380748.097899
  nChanged 63
		SP:Iteration 22Q (35381.520000 sec): 3 clusters
  Score: Raw -383439.857859 + Penalty 2636.863658 = -380802.994201
  nChanged 57
		SP:Iteration 23Q (35381.700000 sec): 3 clusters
  Score: Raw -383481.812518 + Penalty 2636.863658 = -380844.948860
  nChanged 44
		SP:Iteration 24Q (35381.890000 sec): 3 clusters
  Score: Raw -383518.455669 + Penalty 2636.863658 = -380881.592011
  nChanged 45
		SP:Iteration 25Q (35382.070000 sec): 3 clusters
  Score: Raw -383553.490263 + Penalty 2636.863658 = -380916.626605
  nChanged 42
		SP:Iteration 26Q (35382.260000 sec): 3 clusters
  Score: Raw -383587.109438 + Penalty 2636.863658 = -380950.245780
  nChanged 42
		SP:Iteration 27Q (35382.480000 sec): 3 clusters
  Score: Raw -383619.659682 + Penalty 2636.863658 = -380982.796024
  nChanged 29
		SP:Iteration 28Q (35382.710000 sec): 3 clusters
  Score: Raw -383638.657193 + Penalty 2636.863658 = -381001.793535
  nChanged 15
		SP:Iteration 29Q (35382.870000 sec): 3 clusters
  Score: Raw -383645.144650 + Penalty 2636.863658 = -381008.280992
  nChanged 8
		SP:Iteration 30Q (35383.070000 sec): 3 clusters
  Score: Raw -383648.041083 + Penalty 2636.863658 = -381011.177425
  nChanged 3
		SP:Iteration 31Q (35383.250000 sec): 3 clusters
  Score: Raw -383649.105223 + Penalty 2636.863658 = -381012.241565
  nChanged 2
		SP:Iteration 32Q (35383.420000 sec): 3 clusters
  Score: Raw -383649.918040 + Penalty 2636.863658 = -381013.054382
  nChanged 1
		SP:Iteration 33Q (35383.580000 sec): 3 clusters
  Score: Raw -383650.549468 + Penalty 2636.863658 = -381013.685810
  nChanged 1
		SP:Iteration 34Q (35383.770000 sec): 3 clusters
  Score: Raw -383651.191819 + Penalty 2636.863658 = -381014.328161
  nChanged 3
		SP:Iteration 35Q (35383.970000 sec): 3 clusters
  Score: Raw -383653.625896 + Penalty 2636.863658 = -381016.762238
  nChanged 3
		SP:Iteration 36Q (35384.140000 sec): 3 clusters
  Score: Raw -383655.547142 + Penalty 2636.863658 = -381018.683484
  nChanged 2
		SP:Iteration 37Q (35384.320000 sec): 3 clusters
  Score: Raw -383655.992017 + Penalty 2636.863658 = -381019.128359
  nChanged 2
		SP:Iteration 38Q (35384.550000 sec): 3 clusters
  Score: Raw -383656.488372 + Penalty 2636.863658 = -381019.624714
  nChanged 1
		SP:Iteration 39Q (35384.730000 sec): 3 clusters
  Score: Raw -383657.201639 + Penalty 2636.863658 = -381020.337981
  nChanged 5
		SP:Iteration 40F (35384.920000 sec): 3 clusters
  Score: Raw -383658.861811 + Penalty 2636.863658 = -381021.998153
  nChanged 4
		SP:Iteration 41Q (35385.100000 sec): 3 clusters
  Score: Raw -383660.138174 + Penalty 2636.863658 = -381023.274516
  nChanged 2
		SP:Iteration 42Q (35385.290000 sec): 3 clusters
  Score: Raw -383661.021578 + Penalty 2636.863658 = -381024.157920
  nChanged 1
		SP:Iteration 43Q (35385.490000 sec): 3 clusters
  Score: Raw -383661.285478 + Penalty 2636.863658 = -381024.421820
  nChanged 0
		SP:Iteration 44F (35385.720000 sec): 3 clusters
  Score: Raw -383661.285478 + Penalty 2636.863658 = -381024.421820
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35385.850000 sec): 2 clusters
  Score: Raw -1130084.422044 + Penalty 1486.625557 = -1128597.796487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35386.050000 sec): 3 clusters
  Score: Raw -1124721.634083 + Penalty 2973.251115 = -1121748.382968
  nChanged 4101
		SP:Iteration 1F (35386.330000 sec): 3 clusters
  Score: Raw -1126884.003165 + Penalty 2973.251115 = -1123910.752050
  nChanged 594
		SP:Iteration 2F (35386.560000 sec): 3 clusters
  Score: Raw -1127152.666721 + Penalty 2973.251115 = -1124179.415606
  nChanged 497
		SP:Iteration 3F (35386.770000 sec): 3 clusters
  Score: Raw -1127394.400404 + Penalty 2973.251115 = -1124421.149290
  nChanged 488
		SP:Iteration 4F (35387.040000 sec): 3 clusters
  Score: Raw -1127676.443605 + Penalty 2973.251115 = -1124703.192491
  nChanged 513
		SP:Iteration 5F (35387.290000 sec): 3 clusters
  Score: Raw -1128011.344366 + Penalty 2973.251115 = -1125038.093251
  nChanged 493
		SP:Iteration 6F (35387.490000 sec): 3 clusters
  Score: Raw -1128345.253293 + Penalty 2973.251115 = -1125372.002179
  nChanged 502
		SP:Iteration 7F (35387.750000 sec): 3 clusters
  Score: Raw -1128688.153238 + Penalty 2973.251115 = -1125714.902123
  nChanged 443
		SP:Iteration 8Q (35387.990000 sec): 3 clusters
  Score: Raw -1128970.306691 + Penalty 2973.251115 = -1125997.055577
  nChanged 406
		SP:Iteration 9Q (35388.220000 sec): 3 clusters
  Score: Raw -1129197.282569 + Penalty 2973.251115 = -1126224.031454
  nChanged 376
		SP:Iteration 10Q (35388.430000 sec): 3 clusters
  Score: Raw -1129403.974156 + Penalty 2973.251115 = -1126430.723041
  nChanged 320
		SP:Iteration 11Q (35388.630000 sec): 3 clusters
  Score: Raw -1129560.639194 + Penalty 2973.251115 = -1126587.388079
  nChanged 259
		SP:Iteration 12Q (35388.850000 sec): 3 clusters
  Score: Raw -1129677.719947 + Penalty 2973.251115 = -1126704.468832
  nChanged 208
		SP:Iteration 13Q (35389.090000 sec): 3 clusters
  Score: Raw -1129762.524570 + Penalty 2973.251115 = -1126789.273455
  nChanged 184
		SP:Iteration 14Q (35389.330000 sec): 3 clusters
  Score: Raw -1129834.356160 + Penalty 2973.251115 = -1126861.105045
  nChanged 165
		SP:Iteration 15Q (35389.590000 sec): 3 clusters
  Score: Raw -1129911.650300 + Penalty 2973.251115 = -1126938.399185
  nChanged 147
		SP:Iteration 16Q (35389.870000 sec): 3 clusters
  Score: Raw -1129982.762186 + Penalty 2973.251115 = -1127009.511071
  nChanged 154
		SP:Iteration 17Q (35390.090000 sec): 3 clusters
  Score: Raw -1130048.178553 + Penalty 2973.251115 = -1127074.927439
  nChanged 125
		SP:Iteration 18Q (35390.350000 sec): 3 clusters
  Score: Raw -1130097.456509 + Penalty 2973.251115 = -1127124.205394
  nChanged 116
		SP:Iteration 19Q (35390.600000 sec): 3 clusters
  Score: Raw -1130147.891160 + Penalty 2973.251115 = -1127174.640046
  nChanged 115
		SP:Iteration 20F (35390.810000 sec): 3 clusters
  Score: Raw -1130209.581119 + Penalty 2973.251115 = -1127236.330004
  nChanged 122
		SP:Iteration 21Q (35391.050000 sec): 3 clusters
  Score: Raw -1130259.175607 + Penalty 2973.251115 = -1127285.924492
  nChanged 97
		SP:Iteration 22Q (35391.330000 sec): 3 clusters
  Score: Raw -1130295.657851 + Penalty 2973.251115 = -1127322.406736
  nChanged 88
		SP:Iteration 23Q (35391.600000 sec): 3 clusters
  Score: Raw -1130325.488609 + Penalty 2973.251115 = -1127352.237494
  nChanged 91
		SP:Iteration 24Q (35391.790000 sec): 3 clusters
  Score: Raw -1130361.539361 + Penalty 2973.251115 = -1127388.288247
  nChanged 95
		SP:Iteration 25Q (35392.030000 sec): 3 clusters
  Score: Raw -1130399.457307 + Penalty 2973.251115 = -1127426.206193
  nChanged 93
		SP:Iteration 26Q (35392.250000 sec): 3 clusters
  Score: Raw -1130434.540616 + Penalty 2973.251115 = -1127461.289502
  nChanged 81
		SP:Iteration 27Q (35392.510000 sec): 3 clusters
  Score: Raw -1130463.826972 + Penalty 2973.251115 = -1127490.575857
  nChanged 77
		SP:Iteration 28Q (35392.740000 sec): 3 clusters
  Score: Raw -1130491.232865 + Penalty 2973.251115 = -1127517.981751
  nChanged 77
		SP:Iteration 29Q (35392.980000 sec): 3 clusters
  Score: Raw -1130522.155385 + Penalty 2973.251115 = -1127548.904271
  nChanged 72
		SP:Iteration 30Q (35393.250000 sec): 3 clusters
  Score: Raw -1130550.834590 + Penalty 2973.251115 = -1127577.583476
  nChanged 74
		SP:Iteration 31Q (35393.470000 sec): 3 clusters
  Score: Raw -1130573.950425 + Penalty 2973.251115 = -1127600.699311
  nChanged 60
		SP:Iteration 32Q (35393.770000 sec): 3 clusters
  Score: Raw -1130589.358952 + Penalty 2973.251115 = -1127616.107837
  nChanged 45
		SP:Iteration 33Q (35394.020000 sec): 3 clusters
  Score: Raw -1130604.131771 + Penalty 2973.251115 = -1127630.880656
  nChanged 43
		SP:Iteration 34Q (35394.230000 sec): 3 clusters
  Score: Raw -1130621.213105 + Penalty 2973.251115 = -1127647.961990
  nChanged 48
		SP:Iteration 35Q (35394.520000 sec): 3 clusters
  Score: Raw -1130636.688573 + Penalty 2973.251115 = -1127663.437458
  nChanged 48
		SP:Iteration 36Q (35394.810000 sec): 3 clusters
  Score: Raw -1130650.293227 + Penalty 2973.251115 = -1127677.042113
  nChanged 39
		SP:Iteration 37Q (35395.010000 sec): 3 clusters
  Score: Raw -1130660.179745 + Penalty 2973.251115 = -1127686.928630
  nChanged 22
		SP:Iteration 38Q (35395.270000 sec): 3 clusters
  Score: Raw -1130665.471041 + Penalty 2973.251115 = -1127692.219927
  nChanged 21
		SP:Iteration 39Q (35395.440000 sec): 3 clusters
  Score: Raw -1130670.001763 + Penalty 2973.251115 = -1127696.750648
  nChanged 19
		SP:Iteration 40F (35395.700000 sec): 3 clusters
  Score: Raw -1130674.976761 + Penalty 2973.251115 = -1127701.725646
  nChanged 16
		SP:Iteration 41Q (35395.940000 sec): 3 clusters
  Score: Raw -1130679.085485 + Penalty 2973.251115 = -1127705.834371
  nChanged 19
		SP:Iteration 42Q (35396.160000 sec): 3 clusters
  Score: Raw -1130684.572833 + Penalty 2973.251115 = -1127711.321718
  nChanged 20
		SP:Iteration 43Q (35396.400000 sec): 3 clusters
  Score: Raw -1130690.180307 + Penalty 2973.251115 = -1127716.929192
  nChanged 14
		SP:Iteration 44Q (35396.590000 sec): 3 clusters
  Score: Raw -1130693.378751 + Penalty 2973.251115 = -1127720.127636
  nChanged 10
		SP:Iteration 45Q (35396.770000 sec): 3 clusters
  Score: Raw -1130696.147071 + Penalty 2973.251115 = -1127722.895956
  nChanged 8
		SP:Iteration 46Q (35396.980000 sec): 3 clusters
  Score: Raw -1130698.090225 + Penalty 2973.251115 = -1127724.839110
  nChanged 5
		SP:Iteration 47Q (35397.170000 sec): 3 clusters
  Score: Raw -1130698.994388 + Penalty 2973.251115 = -1127725.743273
  nChanged 3
		SP:Iteration 48Q (35397.390000 sec): 3 clusters
  Score: Raw -1130699.551262 + Penalty 2973.251115 = -1127726.300148
  nChanged 4
		SP:Iteration 49Q (35397.630000 sec): 3 clusters
  Score: Raw -1130700.245036 + Penalty 2973.251115 = -1127726.993921
  nChanged 1
		SP:Iteration 50Q (35397.850000 sec): 3 clusters
  Score: Raw -1130700.369437 + Penalty 2973.251115 = -1127727.118323
  nChanged 1
		SP:Iteration 51Q (35398.060000 sec): 3 clusters
  Score: Raw -1130700.655023 + Penalty 2973.251115 = -1127727.403908
  nChanged 2
		SP:Iteration 52Q (35398.270000 sec): 3 clusters
  Score: Raw -1130701.136639 + Penalty 2973.251115 = -1127727.885524
  nChanged 5
		SP:Iteration 53Q (35398.510000 sec): 3 clusters
  Score: Raw -1130701.910678 + Penalty 2973.251115 = -1127728.659563
  nChanged 0
		SP:Iteration 54F (35398.750000 sec): 3 clusters
  Score: Raw -1130701.910678 + Penalty 2973.251115 = -1127728.659563
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35398.950000 sec): 2 clusters
  Score: Raw -1239570.590626 + Penalty 1500.914660 = -1238069.675966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35399.190000 sec): 3 clusters
  Score: Raw -1233706.415033 + Penalty 3001.829320 = -1230704.585713
  nChanged 4435
		SP:Iteration 1F (35399.430000 sec): 3 clusters
  Score: Raw -1236188.309621 + Penalty 3001.829320 = -1233186.480301
  nChanged 611
		SP:Iteration 2F (35399.710000 sec): 3 clusters
  Score: Raw -1236476.957053 + Penalty 3001.829320 = -1233475.127734
  nChanged 514
		SP:Iteration 3F (35399.920000 sec): 3 clusters
  Score: Raw -1236751.572085 + Penalty 3001.829320 = -1233749.742765
  nChanged 509
		SP:Iteration 4Q (35400.130000 sec): 3 clusters
  Score: Raw -1237077.442533 + Penalty 3001.829320 = -1234075.613213
  nChanged 504
		SP:Iteration 5Q (35400.390000 sec): 3 clusters
  Score: Raw -1237423.583079 + Penalty 3001.829320 = -1234421.753760
  nChanged 525
		SP:Iteration 6F (35400.600000 sec): 3 clusters
  Score: Raw -1237772.324398 + Penalty 3001.829320 = -1234770.495078
  nChanged 547
		SP:Iteration 7F (35400.870000 sec): 3 clusters
  Score: Raw -1238175.386643 + Penalty 3001.829320 = -1235173.557324
  nChanged 528
		SP:Iteration 8F (35401.110000 sec): 3 clusters
  Score: Raw -1238525.735930 + Penalty 3001.829320 = -1235523.906610
  nChanged 436
		SP:Iteration 9Q (35401.370000 sec): 3 clusters
  Score: Raw -1238797.199953 + Penalty 3001.829320 = -1235795.370633
  nChanged 414
		SP:Iteration 10Q (35401.610000 sec): 3 clusters
  Score: Raw -1239026.072077 + Penalty 3001.829320 = -1236024.242757
  nChanged 357
		SP:Iteration 11Q (35401.900000 sec): 3 clusters
  Score: Raw -1239218.866944 + Penalty 3001.829320 = -1236217.037624
  nChanged 298
		SP:Iteration 12Q (35402.130000 sec): 3 clusters
  Score: Raw -1239358.723811 + Penalty 3001.829320 = -1236356.894491
  nChanged 244
		SP:Iteration 13Q (35402.420000 sec): 3 clusters
  Score: Raw -1239456.122575 + Penalty 3001.829320 = -1236454.293256
  nChanged 195
		SP:Iteration 14Q (35402.600000 sec): 3 clusters
  Score: Raw -1239526.840574 + Penalty 3001.829320 = -1236525.011255
  nChanged 153
		SP:Iteration 15Q (35402.800000 sec): 3 clusters
  Score: Raw -1239575.758885 + Penalty 3001.829320 = -1236573.929565
  nChanged 120
		SP:Iteration 16Q (35403.050000 sec): 3 clusters
  Score: Raw -1239605.726284 + Penalty 3001.829320 = -1236603.896965
  nChanged 91
		SP:Iteration 17Q (35403.290000 sec): 3 clusters
  Score: Raw -1239627.737849 + Penalty 3001.829320 = -1236625.908529
  nChanged 87
		SP:Iteration 18Q (35403.500000 sec): 3 clusters
  Score: Raw -1239649.119556 + Penalty 3001.829320 = -1236647.290236
  nChanged 75
		SP:Iteration 19Q (35403.730000 sec): 3 clusters
  Score: Raw -1239667.823644 + Penalty 3001.829320 = -1236665.994325
  nChanged 80
		SP:Iteration 20F (35404.000000 sec): 3 clusters
  Score: Raw -1239685.635661 + Penalty 3001.829320 = -1236683.806341
  nChanged 70
		SP:Iteration 21Q (35404.250000 sec): 3 clusters
  Score: Raw -1239701.060828 + Penalty 3001.829320 = -1236699.231508
  nChanged 70
		SP:Iteration 22Q (35404.510000 sec): 3 clusters
  Score: Raw -1239720.133818 + Penalty 3001.829320 = -1236718.304499
  nChanged 78
		SP:Iteration 23Q (35404.760000 sec): 3 clusters
  Score: Raw -1239748.602027 + Penalty 3001.829320 = -1236746.772707
  nChanged 84
		SP:Iteration 24Q (35404.980000 sec): 3 clusters
  Score: Raw -1239777.305933 + Penalty 3001.829320 = -1236775.476613
  nChanged 90
		SP:Iteration 25Q (35405.250000 sec): 3 clusters
  Score: Raw -1239806.554253 + Penalty 3001.829320 = -1236804.724933
  nChanged 94
		SP:Iteration 26Q (35405.510000 sec): 3 clusters
  Score: Raw -1239840.162437 + Penalty 3001.829320 = -1236838.333118
  nChanged 106
		SP:Iteration 27Q (35405.730000 sec): 3 clusters
  Score: Raw -1239875.626095 + Penalty 3001.829320 = -1236873.796776
  nChanged 97
		SP:Iteration 28Q (35405.950000 sec): 3 clusters
  Score: Raw -1239907.460994 + Penalty 3001.829320 = -1236905.631675
  nChanged 94
		SP:Iteration 29Q (35406.210000 sec): 3 clusters
  Score: Raw -1239937.749086 + Penalty 3001.829320 = -1236935.919767
  nChanged 89
		SP:Iteration 30Q (35406.450000 sec): 3 clusters
  Score: Raw -1239966.248253 + Penalty 3001.829320 = -1236964.418934
  nChanged 95
		SP:Iteration 31Q (35406.670000 sec): 3 clusters
  Score: Raw -1239999.985569 + Penalty 3001.829320 = -1236998.156249
  nChanged 86
		SP:Iteration 32Q (35406.870000 sec): 3 clusters
  Score: Raw -1240027.200095 + Penalty 3001.829320 = -1237025.370775
  nChanged 83
		SP:Iteration 33Q (35407.100000 sec): 3 clusters
  Score: Raw -1240054.418022 + Penalty 3001.829320 = -1237052.588702
  nChanged 84
		SP:Iteration 34Q (35407.320000 sec): 3 clusters
  Score: Raw -1240079.640901 + Penalty 3001.829320 = -1237077.811582
  nChanged 90
		SP:Iteration 35Q (35407.540000 sec): 3 clusters
  Score: Raw -1240113.863755 + Penalty 3001.829320 = -1237112.034436
  nChanged 90
		SP:Iteration 36Q (35407.780000 sec): 3 clusters
  Score: Raw -1240148.526843 + Penalty 3001.829320 = -1237146.697523
  nChanged 100
		SP:Iteration 37Q (35408.050000 sec): 3 clusters
  Score: Raw -1240182.358220 + Penalty 3001.829320 = -1237180.528901
  nChanged 81
		SP:Iteration 38Q (35408.260000 sec): 3 clusters
  Score: Raw -1240202.262082 + Penalty 3001.829320 = -1237200.432763
  nChanged 73
		SP:Iteration 39Q (35408.490000 sec): 3 clusters
  Score: Raw -1240220.076594 + Penalty 3001.829320 = -1237218.247275
  nChanged 68
		SP:Iteration 40F (35408.690000 sec): 3 clusters
  Score: Raw -1240238.450253 + Penalty 3001.829320 = -1237236.620933
  nChanged 67
		SP:Iteration 41Q (35408.940000 sec): 3 clusters
  Score: Raw -1240256.665844 + Penalty 3001.829320 = -1237254.836525
  nChanged 67
		SP:Iteration 42Q (35409.150000 sec): 3 clusters
  Score: Raw -1240275.658784 + Penalty 3001.829320 = -1237273.829464
  nChanged 61
		SP:Iteration 43Q (35409.370000 sec): 3 clusters
  Score: Raw -1240289.945710 + Penalty 3001.829320 = -1237288.116391
  nChanged 42
		SP:Iteration 44Q (35409.680000 sec): 3 clusters
  Score: Raw -1240299.433482 + Penalty 3001.829320 = -1237297.604163
  nChanged 36
		SP:Iteration 45Q (35409.900000 sec): 3 clusters
  Score: Raw -1240307.465101 + Penalty 3001.829320 = -1237305.635781
  nChanged 36
		SP:Iteration 46Q (35410.120000 sec): 3 clusters
  Score: Raw -1240315.229794 + Penalty 3001.829320 = -1237313.400474
  nChanged 38
		SP:Iteration 47Q (35410.340000 sec): 3 clusters
  Score: Raw -1240323.014434 + Penalty 3001.829320 = -1237321.185114
  nChanged 35
		SP:Iteration 48Q (35410.560000 sec): 3 clusters
  Score: Raw -1240329.442969 + Penalty 3001.829320 = -1237327.613649
  nChanged 29
		SP:Iteration 49Q (35410.780000 sec): 3 clusters
  Score: Raw -1240334.625520 + Penalty 3001.829320 = -1237332.796201
  nChanged 24
		SP:Iteration 50Q (35411.000000 sec): 3 clusters
  Score: Raw -1240338.395477 + Penalty 3001.829320 = -1237336.566157
  nChanged 29
		SP:Iteration 51Q (35411.210000 sec): 3 clusters
  Score: Raw -1240342.932553 + Penalty 3001.829320 = -1237341.103234
  nChanged 25
		SP:Iteration 52Q (35411.440000 sec): 3 clusters
  Score: Raw -1240346.873870 + Penalty 3001.829320 = -1237345.044551
  nChanged 21
		SP:Iteration 53Q (35411.680000 sec): 3 clusters
  Score: Raw -1240349.759465 + Penalty 3001.829320 = -1237347.930145
  nChanged 14
		SP:Iteration 54Q (35411.970000 sec): 3 clusters
  Score: Raw -1240351.764058 + Penalty 3001.829320 = -1237349.934738
  nChanged 18
		SP:Iteration 55Q (35412.170000 sec): 3 clusters
  Score: Raw -1240355.278589 + Penalty 3001.829320 = -1237353.449269
  nChanged 23
		SP:Iteration 56Q (35412.390000 sec): 3 clusters
  Score: Raw -1240359.895480 + Penalty 3001.829320 = -1237358.066161
  nChanged 20
		SP:Iteration 57Q (35412.630000 sec): 3 clusters
  Score: Raw -1240362.739054 + Penalty 3001.829320 = -1237360.909735
  nChanged 16
		SP:Iteration 58Q (35412.830000 sec): 3 clusters
  Score: Raw -1240365.317151 + Penalty 3001.829320 = -1237363.487831
  nChanged 17
		SP:Iteration 59Q (35413.060000 sec): 3 clusters
  Score: Raw -1240368.258376 + Penalty 3001.829320 = -1237366.429057
  nChanged 12
		SP:Iteration 60F (35413.300000 sec): 3 clusters
  Score: Raw -1240370.127833 + Penalty 3001.829320 = -1237368.298513
  nChanged 10
		SP:Iteration 61Q (35413.550000 sec): 3 clusters
  Score: Raw -1240371.580782 + Penalty 3001.829320 = -1237369.751463
  nChanged 13
		SP:Iteration 62Q (35413.770000 sec): 3 clusters
  Score: Raw -1240373.606610 + Penalty 3001.829320 = -1237371.777290
  nChanged 11
		SP:Iteration 63Q (35414.040000 sec): 3 clusters
  Score: Raw -1240376.183192 + Penalty 3001.829320 = -1237374.353873
  nChanged 17
		SP:Iteration 64Q (35414.260000 sec): 3 clusters
  Score: Raw -1240380.116086 + Penalty 3001.829320 = -1237378.286767
  nChanged 15
		SP:Iteration 65Q (35414.480000 sec): 3 clusters
  Score: Raw -1240383.079759 + Penalty 3001.829320 = -1237381.250440
  nChanged 13
		SP:Iteration 66Q (35414.670000 sec): 3 clusters
  Score: Raw -1240385.237628 + Penalty 3001.829320 = -1237383.408308
  nChanged 11
		SP:Iteration 67Q (35414.900000 sec): 3 clusters
  Score: Raw -1240386.988193 + Penalty 3001.829320 = -1237385.158874
  nChanged 9
		SP:Iteration 68Q (35415.210000 sec): 3 clusters
  Score: Raw -1240388.193380 + Penalty 3001.829320 = -1237386.364061
  nChanged 3
		SP:Iteration 69Q (35415.470000 sec): 3 clusters
  Score: Raw -1240388.733313 + Penalty 3001.829320 = -1237386.903994
  nChanged 3
		SP:Iteration 70Q (35415.710000 sec): 3 clusters
  Score: Raw -1240389.071966 + Penalty 3001.829320 = -1237387.242646
  nChanged 2
		SP:Iteration 71Q (35415.970000 sec): 3 clusters
  Score: Raw -1240389.346361 + Penalty 3001.829320 = -1237387.517042
  nChanged 3
		SP:Iteration 72Q (35416.210000 sec): 3 clusters
  Score: Raw -1240389.718376 + Penalty 3001.829320 = -1237387.889057
  nChanged 3
		SP:Iteration 73Q (35416.450000 sec): 3 clusters
  Score: Raw -1240390.123264 + Penalty 3001.829320 = -1237388.293945
  nChanged 3
		SP:Iteration 74Q (35416.640000 sec): 3 clusters
  Score: Raw -1240390.672398 + Penalty 3001.829320 = -1237388.843078
  nChanged 6
		SP:Iteration 75Q (35416.900000 sec): 3 clusters
  Score: Raw -1240391.417920 + Penalty 3001.829320 = -1237389.588601
  nChanged 9
		SP:Iteration 76Q (35417.100000 sec): 3 clusters
  Score: Raw -1240392.856939 + Penalty 3001.829320 = -1237391.027620
  nChanged 4
		SP:Iteration 77Q (35417.350000 sec): 3 clusters
  Score: Raw -1240393.296587 + Penalty 3001.829320 = -1237391.467268
  nChanged 4
		SP:Iteration 78Q (35417.590000 sec): 3 clusters
  Score: Raw -1240393.933927 + Penalty 3001.829320 = -1237392.104607
  nChanged 7
		SP:Iteration 79Q (35417.850000 sec): 3 clusters
  Score: Raw -1240394.888256 + Penalty 3001.829320 = -1237393.058937
  nChanged 4
		SP:Iteration 80F (35418.110000 sec): 3 clusters
  Score: Raw -1240395.228025 + Penalty 3001.829320 = -1237393.398705
  nChanged 1
		SP:Iteration 81Q (35418.390000 sec): 3 clusters
  Score: Raw -1240395.253985 + Penalty 3001.829320 = -1237393.424665
  nChanged 0
		SP:Iteration 82F (35418.610000 sec): 3 clusters
  Score: Raw -1240395.253985 + Penalty 3001.829320 = -1237393.424665
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (22987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35418.860000 sec): 2 clusters
  Score: Raw -2699998.412712 + Penalty 1631.936169 = -2698366.476543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35419.170000 sec): 3 clusters
  Score: Raw -2686133.101382 + Penalty 3263.872338 = -2682869.229044
  nChanged 10417
		SP:Iteration 1F (35419.470000 sec): 3 clusters
  Score: Raw -2691739.210446 + Penalty 3263.872338 = -2688475.338108
  nChanged 1143
		SP:Iteration 2Q (35419.810000 sec): 3 clusters
  Score: Raw -2692139.468635 + Penalty 3263.872338 = -2688875.596297
  nChanged 1048
		SP:Iteration 3Q (35420.110000 sec): 3 clusters
  Score: Raw -2692481.549018 + Penalty 3263.872338 = -2689217.676680
  nChanged 916
		SP:Iteration 4Q (35420.420000 sec): 3 clusters
  Score: Raw -2692801.310471 + Penalty 3263.872338 = -2689537.438132
  nChanged 884
		SP:Iteration 5Q (35420.720000 sec): 3 clusters
  Score: Raw -2693131.260332 + Penalty 3263.872338 = -2689867.387994
  nChanged 970
		SP:Iteration 6Q (35421.050000 sec): 3 clusters
  Score: Raw -2693532.289209 + Penalty 3263.872338 = -2690268.416871
  nChanged 1015
		SP:Iteration 7Q (35421.380000 sec): 3 clusters
  Score: Raw -2693987.720925 + Penalty 3263.872338 = -2690723.848587
  nChanged 1077
		SP:Iteration 8Q (35421.700000 sec): 3 clusters
  Score: Raw -2694533.131723 + Penalty 3263.872338 = -2691269.259384
  nChanged 1136
		SP:Iteration 9Q (35422.080000 sec): 3 clusters
  Score: Raw -2695106.762406 + Penalty 3263.872338 = -2691842.890067
  nChanged 1073
		SP:Iteration 10Q (35422.410000 sec): 3 clusters
  Score: Raw -2695656.526667 + Penalty 3263.872338 = -2692392.654329
  nChanged 974
		SP:Iteration 11Q (35422.750000 sec): 3 clusters
  Score: Raw -2696182.152898 + Penalty 3263.872338 = -2692918.280560
  nChanged 946
		SP:Iteration 12Q (35423.040000 sec): 3 clusters
  Score: Raw -2696699.089641 + Penalty 3263.872338 = -2693435.217302
  nChanged 867
		SP:Iteration 13Q (35423.450000 sec): 3 clusters
  Score: Raw -2697141.797912 + Penalty 3263.872338 = -2693877.925573
  nChanged 728
		SP:Iteration 14Q (35423.720000 sec): 3 clusters
  Score: Raw -2697471.845682 + Penalty 3263.872338 = -2694207.973344
  nChanged 577
		SP:Iteration 15Q (35424.050000 sec): 3 clusters
  Score: Raw -2697678.995473 + Penalty 3263.872338 = -2694415.123135
  nChanged 424
		SP:Iteration 16Q (35424.380000 sec): 3 clusters
  Score: Raw -2697793.667833 + Penalty 3263.872338 = -2694529.795494
  nChanged 297
		SP:Iteration 17Q (35424.740000 sec): 3 clusters
  Score: Raw -2697864.749755 + Penalty 3263.872338 = -2694600.877417
  nChanged 244
		SP:Iteration 18Q (35425.060000 sec): 3 clusters
  Score: Raw -2697927.976204 + Penalty 3263.872338 = -2694664.103865
  nChanged 219
		SP:Iteration 19Q (35425.350000 sec): 3 clusters
  Score: Raw -2697986.012213 + Penalty 3263.872338 = -2694722.139875
  nChanged 213
		SP:Iteration 20F (35425.710000 sec): 3 clusters
  Score: Raw -2698036.980246 + Penalty 3263.872338 = -2694773.107908
  nChanged 204
		SP:Iteration 21Q (35426.020000 sec): 3 clusters
  Score: Raw -2698084.931491 + Penalty 3263.872338 = -2694821.059152
  nChanged 184
		SP:Iteration 22Q (35426.360000 sec): 3 clusters
  Score: Raw -2698135.238306 + Penalty 3263.872338 = -2694871.365967
  nChanged 182
		SP:Iteration 23Q (35426.630000 sec): 3 clusters
  Score: Raw -2698181.950174 + Penalty 3263.872338 = -2694918.077835
  nChanged 180
		SP:Iteration 24Q (35426.960000 sec): 3 clusters
  Score: Raw -2698229.432600 + Penalty 3263.872338 = -2694965.560261
  nChanged 217
		SP:Iteration 25Q (35427.310000 sec): 3 clusters
  Score: Raw -2698284.858351 + Penalty 3263.872338 = -2695020.986013
  nChanged 216
		SP:Iteration 26Q (35427.690000 sec): 3 clusters
  Score: Raw -2698339.229203 + Penalty 3263.872338 = -2695075.356865
  nChanged 212
		SP:Iteration 27Q (35427.940000 sec): 3 clusters
  Score: Raw -2698396.307696 + Penalty 3263.872338 = -2695132.435358
  nChanged 209
		SP:Iteration 28Q (35428.280000 sec): 3 clusters
  Score: Raw -2698451.474165 + Penalty 3263.872338 = -2695187.601827
  nChanged 199
		SP:Iteration 29Q (35428.560000 sec): 3 clusters
  Score: Raw -2698499.068720 + Penalty 3263.872338 = -2695235.196382
  nChanged 207
		SP:Iteration 30Q (35428.860000 sec): 3 clusters
  Score: Raw -2698550.818014 + Penalty 3263.872338 = -2695286.945676
  nChanged 203
		SP:Iteration 31Q (35429.220000 sec): 3 clusters
  Score: Raw -2698604.236871 + Penalty 3263.872338 = -2695340.364533
  nChanged 220
		SP:Iteration 32Q (35429.530000 sec): 3 clusters
  Score: Raw -2698668.853657 + Penalty 3263.872338 = -2695404.981319
  nChanged 235
		SP:Iteration 33Q (35429.860000 sec): 3 clusters
  Score: Raw -2698732.705190 + Penalty 3263.872338 = -2695468.832852
  nChanged 202
		SP:Iteration 34Q (35430.170000 sec): 3 clusters
  Score: Raw -2698788.899271 + Penalty 3263.872338 = -2695525.026933
  nChanged 210
		SP:Iteration 35Q (35430.460000 sec): 3 clusters
  Score: Raw -2698845.947200 + Penalty 3263.872338 = -2695582.074862
  nChanged 183
		SP:Iteration 36Q (35430.730000 sec): 3 clusters
  Score: Raw -2698896.924760 + Penalty 3263.872338 = -2695633.052421
  nChanged 196
		SP:Iteration 37Q (35431.060000 sec): 3 clusters
  Score: Raw -2698951.371158 + Penalty 3263.872338 = -2695687.498819
  nChanged 190
		SP:Iteration 38Q (35431.310000 sec): 3 clusters
  Score: Raw -2699004.955126 + Penalty 3263.872338 = -2695741.082788
  nChanged 184
		SP:Iteration 39Q (35431.690000 sec): 3 clusters
  Score: Raw -2699056.948765 + Penalty 3263.872338 = -2695793.076427
  nChanged 184
		SP:Iteration 40F (35431.970000 sec): 3 clusters
  Score: Raw -2699107.715353 + Penalty 3263.872338 = -2695843.843015
  nChanged 172
		SP:Iteration 41Q (35432.300000 sec): 3 clusters
  Score: Raw -2699156.695984 + Penalty 3263.872338 = -2695892.823646
  nChanged 154
		SP:Iteration 42Q (35432.630000 sec): 3 clusters
  Score: Raw -2699200.553424 + Penalty 3263.872338 = -2695936.681085
  nChanged 164
		SP:Iteration 43Q (35432.930000 sec): 3 clusters
  Score: Raw -2699243.617314 + Penalty 3263.872338 = -2695979.744975
  nChanged 140
		SP:Iteration 44Q (35433.220000 sec): 3 clusters
  Score: Raw -2699278.868437 + Penalty 3263.872338 = -2696014.996098
  nChanged 126
		SP:Iteration 45Q (35433.500000 sec): 3 clusters
  Score: Raw -2699306.970629 + Penalty 3263.872338 = -2696043.098291
  nChanged 116
		SP:Iteration 46Q (35433.730000 sec): 3 clusters
  Score: Raw -2699333.046497 + Penalty 3263.872338 = -2696069.174158
  nChanged 103
		SP:Iteration 47Q (35434.020000 sec): 3 clusters
  Score: Raw -2699356.151786 + Penalty 3263.872338 = -2696092.279448
  nChanged 114
		SP:Iteration 48Q (35434.310000 sec): 3 clusters
  Score: Raw -2699381.259853 + Penalty 3263.872338 = -2696117.387514
  nChanged 109
		SP:Iteration 49Q (35434.650000 sec): 3 clusters
  Score: Raw -2699403.188908 + Penalty 3263.872338 = -2696139.316569
  nChanged 102
		SP:Iteration 50Q (35434.900000 sec): 3 clusters
  Score: Raw -2699428.662953 + Penalty 3263.872338 = -2696164.790615
  nChanged 103
		SP:Iteration 51Q (35435.220000 sec): 3 clusters
  Score: Raw -2699453.687751 + Penalty 3263.872338 = -2696189.815413
  nChanged 111
		SP:Iteration 52Q (35435.540000 sec): 3 clusters
  Score: Raw -2699477.613627 + Penalty 3263.872338 = -2696213.741289
  nChanged 101
		SP:Iteration 53Q (35435.800000 sec): 3 clusters
  Score: Raw -2699503.248548 + Penalty 3263.872338 = -2696239.376209
  nChanged 103
		SP:Iteration 54Q (35436.110000 sec): 3 clusters
  Score: Raw -2699530.126973 + Penalty 3263.872338 = -2696266.254635
  nChanged 93
		SP:Iteration 55Q (35436.420000 sec): 3 clusters
  Score: Raw -2699554.474845 + Penalty 3263.872338 = -2696290.602507
  nChanged 112
		SP:Iteration 56Q (35436.710000 sec): 3 clusters
  Score: Raw -2699582.902123 + Penalty 3263.872338 = -2696319.029785
  nChanged 108
		SP:Iteration 57Q (35437.050000 sec): 3 clusters
  Score: Raw -2699612.115057 + Penalty 3263.872338 = -2696348.242719
  nChanged 107
		SP:Iteration 58Q (35437.390000 sec): 3 clusters
  Score: Raw -2699642.751074 + Penalty 3263.872338 = -2696378.878736
  nChanged 127
		SP:Iteration 59Q (35437.700000 sec): 3 clusters
  Score: Raw -2699680.635932 + Penalty 3263.872338 = -2696416.763594
  nChanged 107
		SP:Iteration 60F (35437.990000 sec): 3 clusters
  Score: Raw -2699714.706168 + Penalty 3263.872338 = -2696450.833830
  nChanged 103
		SP:Iteration 61Q (35438.320000 sec): 3 clusters
  Score: Raw -2699746.190044 + Penalty 3263.872338 = -2696482.317706
  nChanged 101
		SP:Iteration 62Q (35438.580000 sec): 3 clusters
  Score: Raw -2699778.721683 + Penalty 3263.872338 = -2696514.849345
  nChanged 102
		SP:Iteration 63Q (35438.940000 sec): 3 clusters
  Score: Raw -2699809.237571 + Penalty 3263.872338 = -2696545.365233
  nChanged 95
		SP:Iteration 64Q (35439.210000 sec): 3 clusters
  Score: Raw -2699837.648473 + Penalty 3263.872338 = -2696573.776135
  nChanged 87
		SP:Iteration 65Q (35439.530000 sec): 3 clusters
  Score: Raw -2699863.716501 + Penalty 3263.872338 = -2696599.844163
  nChanged 85
		SP:Iteration 66Q (35439.810000 sec): 3 clusters
  Score: Raw -2699890.399146 + Penalty 3263.872338 = -2696626.526808
  nChanged 80
		SP:Iteration 67Q (35440.120000 sec): 3 clusters
  Score: Raw -2699915.408368 + Penalty 3263.872338 = -2696651.536030
  nChanged 71
		SP:Iteration 68Q (35440.360000 sec): 3 clusters
  Score: Raw -2699936.249748 + Penalty 3263.872338 = -2696672.377410
  nChanged 77
		SP:Iteration 69Q (35440.590000 sec): 3 clusters
  Score: Raw -2699965.843816 + Penalty 3263.872338 = -2696701.971478
  nChanged 82
		SP:Iteration 70Q (35440.900000 sec): 3 clusters
  Score: Raw -2700002.474768 + Penalty 3263.872338 = -2696738.602430
  nChanged 72
		SP:Iteration 71Q (35441.210000 sec): 3 clusters
  Score: Raw -2700029.023838 + Penalty 3263.872338 = -2696765.151500
  nChanged 61
		SP:Iteration 72Q (35441.470000 sec): 3 clusters
  Score: Raw -2700050.360502 + Penalty 3263.872338 = -2696786.488164
  nChanged 64
		SP:Iteration 73Q (35441.780000 sec): 3 clusters
  Score: Raw -2700072.858098 + Penalty 3263.872338 = -2696808.985760
  nChanged 57
		SP:Iteration 74Q (35442.100000 sec): 3 clusters
  Score: Raw -2700095.530526 + Penalty 3263.872338 = -2696831.658187
  nChanged 50
		SP:Iteration 75Q (35442.410000 sec): 3 clusters
  Score: Raw -2700114.010794 + Penalty 3263.872338 = -2696850.138456
  nChanged 47
		SP:Iteration 76Q (35442.680000 sec): 3 clusters
  Score: Raw -2700130.875723 + Penalty 3263.872338 = -2696867.003385
  nChanged 45
		SP:Iteration 77Q (35442.960000 sec): 3 clusters
  Score: Raw -2700145.053199 + Penalty 3263.872338 = -2696881.180861
  nChanged 43
		SP:Iteration 78Q (35443.300000 sec): 3 clusters
  Score: Raw -2700160.393647 + Penalty 3263.872338 = -2696896.521308
  nChanged 52
		SP:Iteration 79Q (35443.630000 sec): 3 clusters
  Score: Raw -2700183.127042 + Penalty 3263.872338 = -2696919.254704
  nChanged 52
		SP:Iteration 80F (35443.950000 sec): 3 clusters
  Score: Raw -2700205.930669 + Penalty 3263.872338 = -2696942.058330
  nChanged 60
		SP:Iteration 81Q (35444.280000 sec): 3 clusters
  Score: Raw -2700244.140449 + Penalty 3263.872338 = -2696980.268111
  nChanged 76
		SP:Iteration 82Q (35444.510000 sec): 3 clusters
  Score: Raw -2700284.597939 + Penalty 3263.872338 = -2697020.725601
  nChanged 61
		SP:Iteration 83Q (35444.780000 sec): 3 clusters
  Score: Raw -2700315.467022 + Penalty 3263.872338 = -2697051.594684
  nChanged 50
		SP:Iteration 84Q (35445.040000 sec): 3 clusters
  Score: Raw -2700339.720966 + Penalty 3263.872338 = -2697075.848628
  nChanged 40
		SP:Iteration 85Q (35445.360000 sec): 3 clusters
  Score: Raw -2700356.491166 + Penalty 3263.872338 = -2697092.618828
  nChanged 36
		SP:Iteration 86Q (35445.640000 sec): 3 clusters
  Score: Raw -2700370.149679 + Penalty 3263.872338 = -2697106.277341
  nChanged 32
		SP:Iteration 87Q (35445.930000 sec): 3 clusters
  Score: Raw -2700383.814656 + Penalty 3263.872338 = -2697119.942318
  nChanged 26
		SP:Iteration 88Q (35446.190000 sec): 3 clusters
  Score: Raw -2700395.172395 + Penalty 3263.872338 = -2697131.300057
  nChanged 27
		SP:Iteration 89Q (35446.510000 sec): 3 clusters
  Score: Raw -2700404.516341 + Penalty 3263.872338 = -2697140.644003
  nChanged 19
		SP:Iteration 90Q (35446.780000 sec): 3 clusters
  Score: Raw -2700412.005403 + Penalty 3263.872338 = -2697148.133065
  nChanged 18
		SP:Iteration 91Q (35447.080000 sec): 3 clusters
  Score: Raw -2700417.085362 + Penalty 3263.872338 = -2697153.213023
  nChanged 19
		SP:Iteration 92Q (35447.390000 sec): 3 clusters
  Score: Raw -2700422.800107 + Penalty 3263.872338 = -2697158.927769
  nChanged 18
		SP:Iteration 93Q (35447.650000 sec): 3 clusters
  Score: Raw -2700428.245474 + Penalty 3263.872338 = -2697164.373136
  nChanged 14
		SP:Iteration 94Q (35447.890000 sec): 3 clusters
  Score: Raw -2700433.726307 + Penalty 3263.872338 = -2697169.853969
  nChanged 16
		SP:Iteration 95Q (35448.180000 sec): 3 clusters
  Score: Raw -2700439.915964 + Penalty 3263.872338 = -2697176.043626
  nChanged 11
		SP:Iteration 96Q (35448.460000 sec): 3 clusters
  Score: Raw -2700443.111885 + Penalty 3263.872338 = -2697179.239547
  nChanged 12
		SP:Iteration 97Q (35448.670000 sec): 3 clusters
  Score: Raw -2700449.024304 + Penalty 3263.872338 = -2697185.151966
  nChanged 5
		SP:Iteration 98Q (35448.910000 sec): 3 clusters
  Score: Raw -2700450.458016 + Penalty 3263.872338 = -2697186.585678
  nChanged 8
		SP:Iteration 99Q (35449.190000 sec): 3 clusters
  Score: Raw -2700452.266968 + Penalty 3263.872338 = -2697188.394629
  nChanged 6
		SP:Iteration 100F (35449.460000 sec): 3 clusters
  Score: Raw -2700469.357896 + Penalty 3263.872338 = -2697205.485558
  nChanged 14
		SP:Iteration 101Q (35449.680000 sec): 3 clusters
  Score: Raw -2700481.351120 + Penalty 3263.872338 = -2697217.478782
  nChanged 26
		SP:Iteration 102Q (35449.920000 sec): 3 clusters
  Score: Raw -2700499.225935 + Penalty 3263.872338 = -2697235.353597
  nChanged 41
		SP:Iteration 103Q (35450.240000 sec): 3 clusters
  Score: Raw -2700520.838063 + Penalty 3263.872338 = -2697256.965725
  nChanged 43
		SP:Iteration 104Q (35450.590000 sec): 3 clusters
  Score: Raw -2700539.281674 + Penalty 3263.872338 = -2697275.409336
  nChanged 28
		SP:Iteration 105Q (35450.900000 sec): 3 clusters
  Score: Raw -2700550.261880 + Penalty 3263.872338 = -2697286.389542
  nChanged 25
		SP:Iteration 106Q (35451.140000 sec): 3 clusters
  Score: Raw -2700557.281803 + Penalty 3263.872338 = -2697293.409464
  nChanged 16
		SP:Iteration 107Q (35451.440000 sec): 3 clusters
  Score: Raw -2700561.429940 + Penalty 3263.872338 = -2697297.557602
  nChanged 18
		SP:Iteration 108Q (35451.720000 sec): 3 clusters
  Score: Raw -2700568.031137 + Penalty 3263.872338 = -2697304.158798
  nChanged 22
		SP:Iteration 109Q (35452.030000 sec): 3 clusters
  Score: Raw -2700574.457555 + Penalty 3263.872338 = -2697310.585216
  nChanged 15
		SP:Iteration 110Q (35452.330000 sec): 3 clusters
  Score: Raw -2700580.033611 + Penalty 3263.872338 = -2697316.161273
  nChanged 19
		SP:Iteration 111Q (35452.630000 sec): 3 clusters
  Score: Raw -2700585.567568 + Penalty 3263.872338 = -2697321.695230
  nChanged 17
		SP:Iteration 112Q (35452.950000 sec): 3 clusters
  Score: Raw -2700590.153514 + Penalty 3263.872338 = -2697326.281176
  nChanged 15
		SP:Iteration 113Q (35453.270000 sec): 3 clusters
  Score: Raw -2700596.644205 + Penalty 3263.872338 = -2697332.771867
  nChanged 16
		SP:Iteration 114Q (35453.580000 sec): 3 clusters
  Score: Raw -2700600.664676 + Penalty 3263.872338 = -2697336.792337
  nChanged 14
		SP:Iteration 115Q (35453.870000 sec): 3 clusters
  Score: Raw -2700603.883891 + Penalty 3263.872338 = -2697340.011553
  nChanged 11
		SP:Iteration 116Q (35454.200000 sec): 3 clusters
  Score: Raw -2700605.670574 + Penalty 3263.872338 = -2697341.798235
  nChanged 8
		SP:Iteration 117Q (35454.480000 sec): 3 clusters
  Score: Raw -2700607.789913 + Penalty 3263.872338 = -2697343.917575
  nChanged 3
		SP:Iteration 118Q (35454.740000 sec): 3 clusters
  Score: Raw -2700608.562612 + Penalty 3263.872338 = -2697344.690273
  nChanged 2
		SP:Iteration 119Q (35455.050000 sec): 3 clusters
  Score: Raw -2700609.034541 + Penalty 3263.872338 = -2697345.162203
  nChanged 3
		SP:Iteration 120F (35455.420000 sec): 3 clusters
  Score: Raw -2700610.512067 + Penalty 3263.872338 = -2697346.639728
  nChanged 5
		SP:Iteration 121Q (35455.720000 sec): 3 clusters
  Score: Raw -2700611.553461 + Penalty 3263.872338 = -2697347.681123
  nChanged 2
		SP:Iteration 122Q (35456.080000 sec): 3 clusters
  Score: Raw -2700611.938240 + Penalty 3263.872338 = -2697348.065901
  nChanged 1
		SP:Iteration 123Q (35456.410000 sec): 3 clusters
  Score: Raw -2700611.983715 + Penalty 3263.872338 = -2697348.111377
  nChanged 1
		SP:Iteration 124Q (35456.710000 sec): 3 clusters
  Score: Raw -2700612.090310 + Penalty 3263.872338 = -2697348.217971
  nChanged 0
		SP:Iteration 125F (35457.070000 sec): 3 clusters
  Score: Raw -2700612.090310 + Penalty 3263.872338 = -2697348.217971
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35457.170000 sec): 2 clusters
  Score: Raw -807645.042851 + Penalty 1431.457118 = -806213.585733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35457.410000 sec): 3 clusters
  Score: Raw -804018.651180 + Penalty 2862.914237 = -801155.736943
  nChanged 2802
		SP:Iteration 1F (35457.620000 sec): 3 clusters
  Score: Raw -805572.959547 + Penalty 2862.914237 = -802710.045311
  nChanged 515
		SP:Iteration 2F (35457.810000 sec): 3 clusters
  Score: Raw -805897.126328 + Penalty 2862.914237 = -803034.212092
  nChanged 475
		SP:Iteration 3F (35458.030000 sec): 3 clusters
  Score: Raw -806208.765307 + Penalty 2862.914237 = -803345.851070
  nChanged 409
		SP:Iteration 4F (35458.240000 sec): 3 clusters
  Score: Raw -806460.081292 + Penalty 2862.914237 = -803597.167055
  nChanged 337
		SP:Iteration 5F (35458.440000 sec): 3 clusters
  Score: Raw -806641.686738 + Penalty 2862.914237 = -803778.772501
  nChanged 244
		SP:Iteration 6Q (35458.650000 sec): 3 clusters
  Score: Raw -806761.468653 + Penalty 2862.914237 = -803898.554417
  nChanged 200
		SP:Iteration 7Q (35458.840000 sec): 3 clusters
  Score: Raw -806842.990690 + Penalty 2862.914237 = -803980.076453
  nChanged 171
		SP:Iteration 8Q (35459.040000 sec): 3 clusters
  Score: Raw -806915.244550 + Penalty 2862.914237 = -804052.330313
  nChanged 152
		SP:Iteration 9Q (35459.250000 sec): 3 clusters
  Score: Raw -806990.217366 + Penalty 2862.914237 = -804127.303129
  nChanged 144
		SP:Iteration 10Q (35459.450000 sec): 3 clusters
  Score: Raw -807083.534943 + Penalty 2862.914237 = -804220.620706
  nChanged 164
		SP:Iteration 11Q (35459.680000 sec): 3 clusters
  Score: Raw -807183.800377 + Penalty 2862.914237 = -804320.886140
  nChanged 139
		SP:Iteration 12Q (35459.850000 sec): 3 clusters
  Score: Raw -807257.146290 + Penalty 2862.914237 = -804394.232054
  nChanged 127
		SP:Iteration 13Q (35460.060000 sec): 3 clusters
  Score: Raw -807329.556063 + Penalty 2862.914237 = -804466.641826
  nChanged 127
		SP:Iteration 14Q (35460.270000 sec): 3 clusters
  Score: Raw -807400.340597 + Penalty 2862.914237 = -804537.426361
  nChanged 125
		SP:Iteration 15Q (35460.460000 sec): 3 clusters
  Score: Raw -807453.330773 + Penalty 2862.914237 = -804590.416537
  nChanged 93
		SP:Iteration 16Q (35460.730000 sec): 3 clusters
  Score: Raw -807497.688921 + Penalty 2862.914237 = -804634.774685
  nChanged 98
		SP:Iteration 17Q (35460.890000 sec): 3 clusters
  Score: Raw -807540.931376 + Penalty 2862.914237 = -804678.017140
  nChanged 87
		SP:Iteration 18Q (35461.110000 sec): 3 clusters
  Score: Raw -807578.212049 + Penalty 2862.914237 = -804715.297813
  nChanged 73
		SP:Iteration 19Q (35461.290000 sec): 3 clusters
  Score: Raw -807604.029746 + Penalty 2862.914237 = -804741.115509
  nChanged 62
		SP:Iteration 20F (35461.450000 sec): 3 clusters
  Score: Raw -807620.598224 + Penalty 2862.914237 = -804757.683987
  nChanged 49
		SP:Iteration 21Q (35461.650000 sec): 3 clusters
  Score: Raw -807635.077732 + Penalty 2862.914237 = -804772.163495
  nChanged 44
		SP:Iteration 22Q (35461.880000 sec): 3 clusters
  Score: Raw -807648.942659 + Penalty 2862.914237 = -804786.028422
  nChanged 40
		SP:Iteration 23Q (35462.090000 sec): 3 clusters
  Score: Raw -807662.265672 + Penalty 2862.914237 = -804799.351436
  nChanged 35
		SP:Iteration 24Q (35462.310000 sec): 3 clusters
  Score: Raw -807672.897163 + Penalty 2862.914237 = -804809.982927
  nChanged 37
		SP:Iteration 25Q (35462.530000 sec): 3 clusters
  Score: Raw -807681.925638 + Penalty 2862.914237 = -804819.011401
  nChanged 28
		SP:Iteration 26Q (35462.780000 sec): 3 clusters
  Score: Raw -807688.216370 + Penalty 2862.914237 = -804825.302134
  nChanged 21
		SP:Iteration 27Q (35463.010000 sec): 3 clusters
  Score: Raw -807692.844079 + Penalty 2862.914237 = -804829.929842
  nChanged 13
		SP:Iteration 28Q (35463.230000 sec): 3 clusters
  Score: Raw -807695.220706 + Penalty 2862.914237 = -804832.306470
  nChanged 8
		SP:Iteration 29Q (35463.510000 sec): 3 clusters
  Score: Raw -807696.199730 + Penalty 2862.914237 = -804833.285493
  nChanged 4
		SP:Iteration 30Q (35463.710000 sec): 3 clusters
  Score: Raw -807697.085182 + Penalty 2862.914237 = -804834.170945
  nChanged 2
		SP:Iteration 31Q (35463.890000 sec): 3 clusters
  Score: Raw -807697.491945 + Penalty 2862.914237 = -804834.577709
  nChanged 7
		SP:Iteration 32Q (35464.120000 sec): 3 clusters
  Score: Raw -807699.445576 + Penalty 2862.914237 = -804836.531340
  nChanged 9
		SP:Iteration 33Q (35464.350000 sec): 3 clusters
  Score: Raw -807701.071591 + Penalty 2862.914237 = -804838.157355
  nChanged 8
		SP:Iteration 34Q (35464.550000 sec): 3 clusters
  Score: Raw -807702.942311 + Penalty 2862.914237 = -804840.028075
  nChanged 12
		SP:Iteration 35Q (35464.760000 sec): 3 clusters
  Score: Raw -807706.196638 + Penalty 2862.914237 = -804843.282402
  nChanged 14
		SP:Iteration 36Q (35464.970000 sec): 3 clusters
  Score: Raw -807710.345265 + Penalty 2862.914237 = -804847.431028
  nChanged 15
		SP:Iteration 37Q (35465.150000 sec): 3 clusters
  Score: Raw -807713.303281 + Penalty 2862.914237 = -804850.389044
  nChanged 12
		SP:Iteration 38Q (35465.370000 sec): 3 clusters
  Score: Raw -807715.274705 + Penalty 2862.914237 = -804852.360468
  nChanged 11
		SP:Iteration 39Q (35465.590000 sec): 3 clusters
  Score: Raw -807717.330594 + Penalty 2862.914237 = -804854.416357
  nChanged 11
		SP:Iteration 40F (35465.790000 sec): 3 clusters
  Score: Raw -807719.592519 + Penalty 2862.914237 = -804856.678282
  nChanged 10
		SP:Iteration 41Q (35466.050000 sec): 3 clusters
  Score: Raw -807720.939914 + Penalty 2862.914237 = -804858.025677
  nChanged 8
		SP:Iteration 42Q (35466.250000 sec): 3 clusters
  Score: Raw -807721.978776 + Penalty 2862.914237 = -804859.064539
  nChanged 6
		SP:Iteration 43Q (35466.460000 sec): 3 clusters
  Score: Raw -807723.248117 + Penalty 2862.914237 = -804860.333880
  nChanged 7
		SP:Iteration 44Q (35466.730000 sec): 3 clusters
  Score: Raw -807724.049854 + Penalty 2862.914237 = -804861.135618
  nChanged 4
		SP:Iteration 45Q (35466.930000 sec): 3 clusters
  Score: Raw -807724.423402 + Penalty 2862.914237 = -804861.509166
  nChanged 0
		SP:Iteration 46F (35467.130000 sec): 3 clusters
  Score: Raw -807724.423402 + Penalty 2862.914237 = -804861.509166
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35467.220000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35467.450000 sec): 3 clusters
  Score: Raw -62446.911052 + Penalty 2044.759970 = -60402.151081
  nChanged 122
		SP:Iteration 1F (35467.630000 sec): 3 clusters
  Score: Raw -62641.208125 + Penalty 2044.759970 = -60596.448154
  nChanged 32
		SP:Iteration 2F (35467.810000 sec): 3 clusters
  Score: Raw -62693.203006 + Penalty 2044.759970 = -60648.443035
  nChanged 15
		SP:Iteration 3Q (35467.950000 sec): 3 clusters
  Score: Raw -62719.635102 + Penalty 2044.759970 = -60674.875132
  nChanged 9
		SP:Iteration 4Q (35468.100000 sec): 3 clusters
  Score: Raw -62734.591909 + Penalty 2044.759970 = -60689.831939
  nChanged 9
		SP:Iteration 5Q (35468.270000 sec): 3 clusters
  Score: Raw -62752.335484 + Penalty 2044.759970 = -60707.575514
  nChanged 10
		SP:Iteration 6Q (35468.420000 sec): 3 clusters
  Score: Raw -62769.869232 + Penalty 2044.759970 = -60725.109262
  nChanged 4
		SP:Iteration 7Q (35468.610000 sec): 3 clusters
  Score: Raw -62776.271152 + Penalty 2044.759970 = -60731.511181
  nChanged 3
		SP:Iteration 8Q (35468.860000 sec): 3 clusters
  Score: Raw -62781.280136 + Penalty 2044.759970 = -60736.520165
  nChanged 4
		SP:Iteration 9Q (35469.050000 sec): 3 clusters
  Score: Raw -62790.364684 + Penalty 2044.759970 = -60745.604714
  nChanged 4
		SP:Iteration 10Q (35469.280000 sec): 3 clusters
  Score: Raw -62798.148951 + Penalty 2044.759970 = -60753.388981
  nChanged 2
		SP:Iteration 11Q (35469.440000 sec): 3 clusters
  Score: Raw -62802.624306 + Penalty 2044.759970 = -60757.864335
  nChanged 2
		SP:Iteration 12Q (35469.610000 sec): 3 clusters
  Score: Raw -62805.365500 + Penalty 2044.759970 = -60760.605530
  nChanged 0
		SP:Iteration 13F (35469.790000 sec): 3 clusters
  Score: Raw -62805.365500 + Penalty 2044.759970 = -60760.605530
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35469.900000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35470.080000 sec): 3 clusters
  Score: Raw -65320.930085 + Penalty 2093.307626 = -63227.622460
  nChanged 172
		SP:Iteration 1F (35470.330000 sec): 3 clusters
  Score: Raw -65618.785504 + Penalty 2093.307626 = -63525.477878
  nChanged 36
		SP:Iteration 2F (35470.500000 sec): 3 clusters
  Score: Raw -65695.365109 + Penalty 2093.307626 = -63602.057484
  nChanged 31
		SP:Iteration 3Q (35470.700000 sec): 3 clusters
  Score: Raw -65756.124178 + Penalty 2093.307626 = -63662.816553
  nChanged 31
		SP:Iteration 4Q (35470.930000 sec): 3 clusters
  Score: Raw -65835.973117 + Penalty 2093.307626 = -63742.665491
  nChanged 28
		SP:Iteration 5Q (35471.130000 sec): 3 clusters
  Score: Raw -65912.095413 + Penalty 2093.307626 = -63818.787787
  nChanged 33
		SP:Iteration 6F (35471.330000 sec): 3 clusters
  Score: Raw -66083.136169 + Penalty 2093.307626 = -63989.828544
  nChanged 30
		SP:Iteration 7Q (35471.530000 sec): 3 clusters
  Score: Raw -66252.366295 + Penalty 2093.307626 = -64159.058669
  nChanged 12
		SP:Iteration 8Q (35471.750000 sec): 3 clusters
  Score: Raw -66301.624409 + Penalty 2093.307626 = -64208.316783
  nChanged 10
		SP:Iteration 9Q (35471.950000 sec): 3 clusters
  Score: Raw -66317.355663 + Penalty 2093.307626 = -64224.048037
  nChanged 1
		SP:Iteration 10Q (35472.170000 sec): 3 clusters
  Score: Raw -66319.344652 + Penalty 2093.307626 = -64226.037027
  nChanged 2
		SP:Iteration 11Q (35472.370000 sec): 3 clusters
  Score: Raw -66321.862683 + Penalty 2093.307626 = -64228.555057
  nChanged 0
		SP:Iteration 12F (35472.530000 sec): 3 clusters
  Score: Raw -66321.862683 + Penalty 2093.307626 = -64228.555057
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (361552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35474.040000 sec): 2 clusters
  Score: Raw -43283669.276837 + Penalty 2079.701188 = -43281589.575650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35475.730000 sec): 3 clusters
  Score: Raw -43041982.243438 + Penalty 4159.402375 = -43037822.841062
  nChanged 175909
		SP:Iteration 1F (35477.280000 sec): 3 clusters
  Score: Raw -43148207.439297 + Penalty 4159.402375 = -43144048.036921
  nChanged 10017
		SP:Iteration 2Q (35478.900000 sec): 3 clusters
  Score: Raw -43150282.577730 + Penalty 4159.402375 = -43146123.175355
  nChanged 10829
		SP:Iteration 3Q (35480.530000 sec): 3 clusters
  Score: Raw -43152833.508211 + Penalty 4159.402375 = -43148674.105835
  nChanged 11917
		SP:Iteration 4Q (35482.230000 sec): 3 clusters
  Score: Raw -43156032.482193 + Penalty 4159.402375 = -43151873.079817
  nChanged 13592
		SP:Iteration 5Q (35484.000000 sec): 3 clusters
  Score: Raw -43160216.268074 + Penalty 4159.402375 = -43156056.865699
  nChanged 15547
		SP:Iteration 6Q (35485.740000 sec): 3 clusters
  Score: Raw -43165687.685958 + Penalty 4159.402375 = -43161528.283582
  nChanged 17471
		SP:Iteration 7Q (35487.600000 sec): 3 clusters
  Score: Raw -43172456.359926 + Penalty 4159.402375 = -43168296.957550
  nChanged 18343
		SP:Iteration 8F (35489.610000 sec): 3 clusters
  Score: Raw -43180109.720001 + Penalty 4159.402375 = -43175950.317625
  nChanged 18695
		SP:Iteration 9F (35491.730000 sec): 3 clusters
  Score: Raw -43188579.772532 + Penalty 4159.402375 = -43184420.370156
  nChanged 18164
		SP:Iteration 10F (35493.560000 sec): 3 clusters
  Score: Raw -43197883.673017 + Penalty 4159.402375 = -43193724.270642
  nChanged 17528
		SP:Iteration 11Q (35495.620000 sec): 3 clusters
  Score: Raw -43208702.349664 + Penalty 4159.402375 = -43204542.947289
  nChanged 16239
		SP:Iteration 12Q (35497.540000 sec): 3 clusters
  Score: Raw -43220626.682346 + Penalty 4159.402375 = -43216467.279971
  nChanged 14545
		SP:Iteration 13Q (35499.380000 sec): 3 clusters
  Score: Raw -43231670.614376 + Penalty 4159.402375 = -43227511.212001
  nChanged 12137
		SP:Iteration 14Q (35501.190000 sec): 3 clusters
  Score: Raw -43239887.171679 + Penalty 4159.402375 = -43235727.769303
  nChanged 9550
		SP:Iteration 15Q (35503.040000 sec): 3 clusters
  Score: Raw -43245240.440809 + Penalty 4159.402375 = -43241081.038434
  nChanged 8139
		SP:Iteration 16Q (35504.670000 sec): 3 clusters
  Score: Raw -43249396.636694 + Penalty 4159.402375 = -43245237.234318
  nChanged 7742
		SP:Iteration 17Q (35506.300000 sec): 3 clusters
  Score: Raw -43253240.845322 + Penalty 4159.402375 = -43249081.442946
  nChanged 7459
		SP:Iteration 18Q (35508.110000 sec): 3 clusters
  Score: Raw -43257054.446909 + Penalty 4159.402375 = -43252895.044534
  nChanged 7108
		SP:Iteration 19Q (35509.620000 sec): 3 clusters
  Score: Raw -43260840.932566 + Penalty 4159.402375 = -43256681.530190
  nChanged 6471
		SP:Iteration 20F (35511.290000 sec): 3 clusters
  Score: Raw -43264450.733003 + Penalty 4159.402375 = -43260291.330627
  nChanged 5938
		SP:Iteration 21Q (35512.810000 sec): 3 clusters
  Score: Raw -43267901.668786 + Penalty 4159.402375 = -43263742.266410
  nChanged 5345
		SP:Iteration 22Q (35514.490000 sec): 3 clusters
  Score: Raw -43271214.371992 + Penalty 4159.402375 = -43267054.969616
  nChanged 4637
		SP:Iteration 23Q (35516.080000 sec): 3 clusters
  Score: Raw -43274200.014827 + Penalty 4159.402375 = -43270040.612452
  nChanged 3916
		SP:Iteration 24Q (35517.790000 sec): 3 clusters
  Score: Raw -43276762.443487 + Penalty 4159.402375 = -43272603.041111
  nChanged 3151
		SP:Iteration 25Q (35519.470000 sec): 3 clusters
  Score: Raw -43278881.233860 + Penalty 4159.402375 = -43274721.831485
  nChanged 2427
		SP:Iteration 26Q (35521.290000 sec): 3 clusters
  Score: Raw -43280517.916234 + Penalty 4159.402375 = -43276358.513858
  nChanged 1830
		SP:Iteration 27Q (35523.050000 sec): 3 clusters
  Score: Raw -43281752.268902 + Penalty 4159.402375 = -43277592.866526
  nChanged 1260
		SP:Iteration 28Q (35524.810000 sec): 3 clusters
  Score: Raw -43282584.584522 + Penalty 4159.402375 = -43278425.182147
  nChanged 778
		SP:Iteration 29Q (35526.550000 sec): 3 clusters
  Score: Raw -43283106.974810 + Penalty 4159.402375 = -43278947.572434
  nChanged 489
		SP:Iteration 30Q (35528.270000 sec): 3 clusters
  Score: Raw -43283427.027270 + Penalty 4159.402375 = -43279267.624894
  nChanged 263
		SP:Iteration 31Q (35530.110000 sec): 3 clusters
  Score: Raw -43283598.219378 + Penalty 4159.402375 = -43279438.817003
  nChanged 158
		SP:Iteration 32Q (35531.690000 sec): 3 clusters
  Score: Raw -43283698.388043 + Penalty 4159.402375 = -43279538.985667
  nChanged 95
		SP:Iteration 33Q (35533.280000 sec): 3 clusters
  Score: Raw -43283763.797390 + Penalty 4159.402375 = -43279604.395014
  nChanged 60
		SP:Iteration 34Q (35535.010000 sec): 3 clusters
  Score: Raw -43283804.762266 + Penalty 4159.402375 = -43279645.359891
  nChanged 34
		SP:Iteration 35Q (35536.650000 sec): 3 clusters
  Score: Raw -43283826.486600 + Penalty 4159.402375 = -43279667.084225
  nChanged 30
		SP:Iteration 36Q (35538.290000 sec): 3 clusters
  Score: Raw -43283844.162718 + Penalty 4159.402375 = -43279684.760342
  nChanged 21
		SP:Iteration 37Q (35539.870000 sec): 3 clusters
  Score: Raw -43283859.353832 + Penalty 4159.402375 = -43279699.951456
  nChanged 21
		SP:Iteration 38Q (35541.620000 sec): 3 clusters
  Score: Raw -43283877.011371 + Penalty 4159.402375 = -43279717.608995
  nChanged 19
		SP:Iteration 39Q (35543.360000 sec): 3 clusters
  Score: Raw -43283889.267556 + Penalty 4159.402375 = -43279729.865180
  nChanged 16
		SP:Iteration 40F (35545.140000 sec): 3 clusters
  Score: Raw -43283901.368974 + Penalty 4159.402375 = -43279741.966598
  nChanged 19
		SP:Iteration 41Q (35546.810000 sec): 3 clusters
  Score: Raw -43283914.003123 + Penalty 4159.402375 = -43279754.600748
  nChanged 10
		SP:Iteration 42Q (35548.620000 sec): 3 clusters
  Score: Raw -43283920.616074 + Penalty 4159.402375 = -43279761.213698
  nChanged 9
		SP:Iteration 43Q (35550.300000 sec): 3 clusters
  Score: Raw -43283927.767876 + Penalty 4159.402375 = -43279768.365500
  nChanged 11
		SP:Iteration 44Q (35551.900000 sec): 3 clusters
  Score: Raw -43283934.623255 + Penalty 4159.402375 = -43279775.220880
  nChanged 7
		SP:Iteration 45Q (35553.720000 sec): 3 clusters
  Score: Raw -43283938.125650 + Penalty 4159.402375 = -43279778.723275
  nChanged 3
		SP:Iteration 46Q (35555.300000 sec): 3 clusters
  Score: Raw -43283940.787427 + Penalty 4159.402375 = -43279781.385051
  nChanged 6
		SP:Iteration 47Q (35556.880000 sec): 3 clusters
  Score: Raw -43283944.195054 + Penalty 4159.402375 = -43279784.792678
  nChanged 3
		SP:Iteration 48Q (35558.490000 sec): 3 clusters
  Score: Raw -43283945.372459 + Penalty 4159.402375 = -43279785.970084
  nChanged 1
		SP:Iteration 49Q (35560.200000 sec): 3 clusters
  Score: Raw -43283945.755170 + Penalty 4159.402375 = -43279786.352795
  nChanged 0
		SP:Iteration 50F (35561.960000 sec): 3 clusters
  Score: Raw -43283945.755170 + Penalty 4159.402375 = -43279786.352795
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35562.220000 sec): 2 clusters
  Score: Raw -123560.152479 + Penalty 1126.681242 = -122433.471237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35562.410000 sec): 3 clusters
  Score: Raw -123269.577249 + Penalty 2253.362483 = -121016.214765
  nChanged 325
		SP:Iteration 1F (35562.650000 sec): 3 clusters
  Score: Raw -123577.244473 + Penalty 2253.362483 = -121323.881989
  nChanged 94
		SP:Iteration 2F (35562.820000 sec): 3 clusters
  Score: Raw -123705.192235 + Penalty 2253.362483 = -121451.829752
  nChanged 75
		SP:Iteration 3F (35563.020000 sec): 3 clusters
  Score: Raw -123836.762687 + Penalty 2253.362483 = -121583.400203
  nChanged 58
		SP:Iteration 4F (35563.160000 sec): 3 clusters
  Score: Raw -123941.181210 + Penalty 2253.362483 = -121687.818727
  nChanged 45
		SP:Iteration 5Q (35563.340000 sec): 3 clusters
  Score: Raw -124010.275621 + Penalty 2253.362483 = -121756.913138
  nChanged 34
		SP:Iteration 6Q (35563.510000 sec): 3 clusters
  Score: Raw -124061.151235 + Penalty 2253.362483 = -121807.788752
  nChanged 23
		SP:Iteration 7Q (35563.720000 sec): 3 clusters
  Score: Raw -124090.654896 + Penalty 2253.362483 = -121837.292412
  nChanged 19
		SP:Iteration 8Q (35563.850000 sec): 3 clusters
  Score: Raw -124120.796211 + Penalty 2253.362483 = -121867.433727
  nChanged 15
		SP:Iteration 9Q (35564.040000 sec): 3 clusters
  Score: Raw -124141.002899 + Penalty 2253.362483 = -121887.640416
  nChanged 12
		SP:Iteration 10Q (35564.190000 sec): 3 clusters
  Score: Raw -124155.475978 + Penalty 2253.362483 = -121902.113495
  nChanged 11
		SP:Iteration 11Q (35564.390000 sec): 3 clusters
  Score: Raw -124163.565573 + Penalty 2253.362483 = -121910.203090
  nChanged 9
		SP:Iteration 12Q (35564.550000 sec): 3 clusters
  Score: Raw -124170.144734 + Penalty 2253.362483 = -121916.782251
  nChanged 7
		SP:Iteration 13Q (35564.730000 sec): 3 clusters
  Score: Raw -124174.557066 + Penalty 2253.362483 = -121921.194582
  nChanged 6
		SP:Iteration 14Q (35564.990000 sec): 3 clusters
  Score: Raw -124181.432826 + Penalty 2253.362483 = -121928.070342
  nChanged 8
		SP:Iteration 15Q (35565.160000 sec): 3 clusters
  Score: Raw -124197.795743 + Penalty 2253.362483 = -121944.433259
  nChanged 4
		SP:Iteration 16Q (35565.330000 sec): 3 clusters
  Score: Raw -124204.076149 + Penalty 2253.362483 = -121950.713666
  nChanged 7
		SP:Iteration 17Q (35565.500000 sec): 3 clusters
  Score: Raw -124211.234033 + Penalty 2253.362483 = -121957.871550
  nChanged 3
		SP:Iteration 18Q (35565.670000 sec): 3 clusters
  Score: Raw -124213.059162 + Penalty 2253.362483 = -121959.696679
  nChanged 0
		SP:Iteration 19F (35565.890000 sec): 3 clusters
  Score: Raw -124213.059162 + Penalty 2253.362483 = -121959.696679
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35566.140000 sec): 2 clusters
  Score: Raw -3557480.302930 + Penalty 1670.595465 = -3555809.707465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35566.470000 sec): 3 clusters
  Score: Raw -3539563.120000 + Penalty 3341.190931 = -3536221.929069
  nChanged 13504
		SP:Iteration 1F (35566.750000 sec): 3 clusters
  Score: Raw -3546813.853010 + Penalty 3341.190931 = -3543472.662079
  nChanged 1128
		SP:Iteration 2Q (35567.110000 sec): 3 clusters
  Score: Raw -3547119.967979 + Penalty 3341.190931 = -3543778.777048
  nChanged 1097
		SP:Iteration 3Q (35567.450000 sec): 3 clusters
  Score: Raw -3547410.298684 + Penalty 3341.190931 = -3544069.107753
  nChanged 1027
		SP:Iteration 4Q (35567.770000 sec): 3 clusters
  Score: Raw -3547694.234192 + Penalty 3341.190931 = -3544353.043261
  nChanged 1059
		SP:Iteration 5Q (35568.150000 sec): 3 clusters
  Score: Raw -3548019.108976 + Penalty 3341.190931 = -3544677.918045
  nChanged 1126
		SP:Iteration 6Q (35568.550000 sec): 3 clusters
  Score: Raw -3548396.151764 + Penalty 3341.190931 = -3545054.960834
  nChanged 1268
		SP:Iteration 7Q (35568.920000 sec): 3 clusters
  Score: Raw -3548909.265880 + Penalty 3341.190931 = -3545568.074950
  nChanged 1431
		SP:Iteration 8Q (35569.280000 sec): 3 clusters
  Score: Raw -3549552.677697 + Penalty 3341.190931 = -3546211.486766
  nChanged 1553
		SP:Iteration 9F (35569.660000 sec): 3 clusters
  Score: Raw -3550356.148358 + Penalty 3341.190931 = -3547014.957427
  nChanged 1663
		SP:Iteration 10F (35570.040000 sec): 3 clusters
  Score: Raw -3551308.982776 + Penalty 3341.190931 = -3547967.791845
  nChanged 1655
		SP:Iteration 11F (35570.350000 sec): 3 clusters
  Score: Raw -3552373.485532 + Penalty 3341.190931 = -3549032.294602
  nChanged 1561
		SP:Iteration 12F (35570.700000 sec): 3 clusters
  Score: Raw -3553517.936650 + Penalty 3341.190931 = -3550176.745720
  nChanged 1449
		SP:Iteration 13Q (35571.020000 sec): 3 clusters
  Score: Raw -3554734.592796 + Penalty 3341.190931 = -3551393.401866
  nChanged 1205
		SP:Iteration 14Q (35571.360000 sec): 3 clusters
  Score: Raw -3555782.579492 + Penalty 3341.190931 = -3552441.388561
  nChanged 845
		SP:Iteration 15Q (35571.700000 sec): 3 clusters
  Score: Raw -3556507.242304 + Penalty 3341.190931 = -3553166.051373
  nChanged 565
		SP:Iteration 16Q (35572.020000 sec): 3 clusters
  Score: Raw -3556981.227637 + Penalty 3341.190931 = -3553640.036706
  nChanged 335
		SP:Iteration 17Q (35572.340000 sec): 3 clusters
  Score: Raw -3557267.836241 + Penalty 3341.190931 = -3553926.645310
  nChanged 195
		SP:Iteration 18Q (35572.650000 sec): 3 clusters
  Score: Raw -3557431.241448 + Penalty 3341.190931 = -3554090.050517
  nChanged 111
		SP:Iteration 19Q (35573.010000 sec): 3 clusters
  Score: Raw -3557530.125634 + Penalty 3341.190931 = -3554188.934703
  nChanged 82
		SP:Iteration 20F (35573.300000 sec): 3 clusters
  Score: Raw -3557593.502447 + Penalty 3341.190931 = -3554252.311516
  nChanged 41
		SP:Iteration 21Q (35573.650000 sec): 3 clusters
  Score: Raw -3557623.130584 + Penalty 3341.190931 = -3554281.939653
  nChanged 27
		SP:Iteration 22Q (35573.950000 sec): 3 clusters
  Score: Raw -3557638.218205 + Penalty 3341.190931 = -3554297.027274
  nChanged 18
		SP:Iteration 23Q (35574.270000 sec): 3 clusters
  Score: Raw -3557648.263501 + Penalty 3341.190931 = -3554307.072570
  nChanged 13
		SP:Iteration 24Q (35574.560000 sec): 3 clusters
  Score: Raw -3557655.982031 + Penalty 3341.190931 = -3554314.791100
  nChanged 16
		SP:Iteration 25Q (35574.870000 sec): 3 clusters
  Score: Raw -3557667.007053 + Penalty 3341.190931 = -3554325.816122
  nChanged 12
		SP:Iteration 26Q (35575.180000 sec): 3 clusters
  Score: Raw -3557676.142428 + Penalty 3341.190931 = -3554334.951497
  nChanged 14
		SP:Iteration 27Q (35575.470000 sec): 3 clusters
  Score: Raw -3557684.284175 + Penalty 3341.190931 = -3554343.093244
  nChanged 13
		SP:Iteration 28Q (35575.810000 sec): 3 clusters
  Score: Raw -3557692.696927 + Penalty 3341.190931 = -3554351.505997
  nChanged 7
		SP:Iteration 29Q (35576.110000 sec): 3 clusters
  Score: Raw -3557698.051782 + Penalty 3341.190931 = -3554356.860852
  nChanged 1
		SP:Iteration 30Q (35576.460000 sec): 3 clusters
  Score: Raw -3557698.274055 + Penalty 3341.190931 = -3554357.083124
  nChanged 2
		SP:Iteration 31Q (35576.770000 sec): 3 clusters
  Score: Raw -3557699.298489 + Penalty 3341.190931 = -3554358.107559
  nChanged 2
		SP:Iteration 32Q (35577.120000 sec): 3 clusters
  Score: Raw -3557699.924728 + Penalty 3341.190931 = -3554358.733798
  nChanged 0
		SP:Iteration 33F (35577.430000 sec): 3 clusters
  Score: Raw -3557699.924728 + Penalty 3341.190931 = -3554358.733798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35577.550000 sec): 2 clusters
  Score: Raw -436237.484350 + Penalty 1348.876256 = -434888.608094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35577.770000 sec): 3 clusters
  Score: Raw -434218.917684 + Penalty 2697.752512 = -431521.165171
  nChanged 1531
		SP:Iteration 1F (35577.940000 sec): 3 clusters
  Score: Raw -435054.493307 + Penalty 2697.752512 = -432356.740795
  nChanged 317
		SP:Iteration 2F (35578.180000 sec): 3 clusters
  Score: Raw -435260.949522 + Penalty 2697.752512 = -432563.197010
  nChanged 239
		SP:Iteration 3F (35578.370000 sec): 3 clusters
  Score: Raw -435440.720680 + Penalty 2697.752512 = -432742.968168
  nChanged 216
		SP:Iteration 4F (35578.550000 sec): 3 clusters
  Score: Raw -435629.231012 + Penalty 2697.752512 = -432931.478500
  nChanged 246
		SP:Iteration 5F (35578.750000 sec): 3 clusters
  Score: Raw -435813.147070 + Penalty 2697.752512 = -433115.394558
  nChanged 205
		SP:Iteration 6F (35579.000000 sec): 3 clusters
  Score: Raw -435953.778397 + Penalty 2697.752512 = -433256.025885
  nChanged 176
		SP:Iteration 7Q (35579.220000 sec): 3 clusters
  Score: Raw -436073.061418 + Penalty 2697.752512 = -433375.308906
  nChanged 146
		SP:Iteration 8Q (35579.410000 sec): 3 clusters
  Score: Raw -436170.116201 + Penalty 2697.752512 = -433472.363688
  nChanged 122
		SP:Iteration 9Q (35579.620000 sec): 3 clusters
  Score: Raw -436252.292977 + Penalty 2697.752512 = -433554.540465
  nChanged 114
		SP:Iteration 10Q (35579.870000 sec): 3 clusters
  Score: Raw -436323.038370 + Penalty 2697.752512 = -433625.285857
  nChanged 109
		SP:Iteration 11Q (35580.040000 sec): 3 clusters
  Score: Raw -436390.511208 + Penalty 2697.752512 = -433692.758696
  nChanged 101
		SP:Iteration 12Q (35580.280000 sec): 3 clusters
  Score: Raw -436452.853413 + Penalty 2697.752512 = -433755.100901
  nChanged 86
		SP:Iteration 13Q (35580.450000 sec): 3 clusters
  Score: Raw -436524.137385 + Penalty 2697.752512 = -433826.384873
  nChanged 101
		SP:Iteration 14Q (35580.630000 sec): 3 clusters
  Score: Raw -436585.996720 + Penalty 2697.752512 = -433888.244208
  nChanged 67
		SP:Iteration 15Q (35580.830000 sec): 3 clusters
  Score: Raw -436615.054262 + Penalty 2697.752512 = -433917.301749
  nChanged 46
		SP:Iteration 16Q (35581.030000 sec): 3 clusters
  Score: Raw -436635.300146 + Penalty 2697.752512 = -433937.547634
  nChanged 33
		SP:Iteration 17Q (35581.220000 sec): 3 clusters
  Score: Raw -436647.171796 + Penalty 2697.752512 = -433949.419284
  nChanged 22
		SP:Iteration 18Q (35581.420000 sec): 3 clusters
  Score: Raw -436658.700429 + Penalty 2697.752512 = -433960.947917
  nChanged 25
		SP:Iteration 19Q (35581.650000 sec): 3 clusters
  Score: Raw -436668.069521 + Penalty 2697.752512 = -433970.317009
  nChanged 24
		SP:Iteration 20F (35581.840000 sec): 3 clusters
  Score: Raw -436676.904230 + Penalty 2697.752512 = -433979.151718
  nChanged 18
		SP:Iteration 21Q (35582.030000 sec): 3 clusters
  Score: Raw -436683.929529 + Penalty 2697.752512 = -433986.177017
  nChanged 21
		SP:Iteration 22Q (35582.250000 sec): 3 clusters
  Score: Raw -436690.381310 + Penalty 2697.752512 = -433992.628798
  nChanged 22
		SP:Iteration 23Q (35582.440000 sec): 3 clusters
  Score: Raw -436696.807514 + Penalty 2697.752512 = -433999.055002
  nChanged 13
		SP:Iteration 24Q (35582.680000 sec): 3 clusters
  Score: Raw -436700.298111 + Penalty 2697.752512 = -434002.545599
  nChanged 6
		SP:Iteration 25Q (35582.850000 sec): 3 clusters
  Score: Raw -436701.643460 + Penalty 2697.752512 = -434003.890948
  nChanged 3
		SP:Iteration 26Q (35583.040000 sec): 3 clusters
  Score: Raw -436702.321488 + Penalty 2697.752512 = -434004.568975
  nChanged 2
		SP:Iteration 27Q (35583.240000 sec): 3 clusters
  Score: Raw -436702.931882 + Penalty 2697.752512 = -434005.179369
  nChanged 1
		SP:Iteration 28Q (35583.440000 sec): 3 clusters
  Score: Raw -436703.222415 + Penalty 2697.752512 = -434005.469903
  nChanged 2
		SP:Iteration 29Q (35583.580000 sec): 3 clusters
  Score: Raw -436703.546705 + Penalty 2697.752512 = -434005.794193
  nChanged 2
		SP:Iteration 30Q (35583.770000 sec): 3 clusters
  Score: Raw -436704.136243 + Penalty 2697.752512 = -434006.383730
  nChanged 3
		SP:Iteration 31Q (35583.940000 sec): 3 clusters
  Score: Raw -436705.205948 + Penalty 2697.752512 = -434007.453436
  nChanged 3
		SP:Iteration 32Q (35584.120000 sec): 3 clusters
  Score: Raw -436705.826095 + Penalty 2697.752512 = -434008.073583
  nChanged 2
		SP:Iteration 33Q (35584.310000 sec): 3 clusters
  Score: Raw -436706.108389 + Penalty 2697.752512 = -434008.355877
  nChanged 0
		SP:Iteration 34F (35584.530000 sec): 3 clusters
  Score: Raw -436706.108389 + Penalty 2697.752512 = -434008.355877
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35584.660000 sec): 2 clusters
  Score: Raw -614168.073304 + Penalty 1386.879017 = -612781.194287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35584.840000 sec): 3 clusters
  Score: Raw -611551.733537 + Penalty 2773.758034 = -608777.975503
  nChanged 2061
		SP:Iteration 1F (35585.020000 sec): 3 clusters
  Score: Raw -612750.262143 + Penalty 2773.758034 = -609976.504108
  nChanged 405
		SP:Iteration 2F (35585.250000 sec): 3 clusters
  Score: Raw -613032.168564 + Penalty 2773.758034 = -610258.410530
  nChanged 337
		SP:Iteration 3F (35585.450000 sec): 3 clusters
  Score: Raw -613235.464087 + Penalty 2773.758034 = -610461.706053
  nChanged 260
		SP:Iteration 4F (35585.640000 sec): 3 clusters
  Score: Raw -613391.784470 + Penalty 2773.758034 = -610618.026436
  nChanged 220
		SP:Iteration 5Q (35585.860000 sec): 3 clusters
  Score: Raw -613514.607762 + Penalty 2773.758034 = -610740.849728
  nChanged 192
		SP:Iteration 6Q (35586.020000 sec): 3 clusters
  Score: Raw -613628.627872 + Penalty 2773.758034 = -610854.869838
  nChanged 176
		SP:Iteration 7Q (35586.200000 sec): 3 clusters
  Score: Raw -613734.632382 + Penalty 2773.758034 = -610960.874348
  nChanged 154
		SP:Iteration 8Q (35586.380000 sec): 3 clusters
  Score: Raw -613829.914842 + Penalty 2773.758034 = -611056.156808
  nChanged 135
		SP:Iteration 9Q (35586.640000 sec): 3 clusters
  Score: Raw -613913.751557 + Penalty 2773.758034 = -611139.993523
  nChanged 120
		SP:Iteration 10Q (35586.890000 sec): 3 clusters
  Score: Raw -613978.145697 + Penalty 2773.758034 = -611204.387662
  nChanged 97
		SP:Iteration 11Q (35587.050000 sec): 3 clusters
  Score: Raw -614038.722358 + Penalty 2773.758034 = -611264.964324
  nChanged 76
		SP:Iteration 12Q (35587.240000 sec): 3 clusters
  Score: Raw -614089.431502 + Penalty 2773.758034 = -611315.673468
  nChanged 69
		SP:Iteration 13Q (35587.490000 sec): 3 clusters
  Score: Raw -614130.932197 + Penalty 2773.758034 = -611357.174162
  nChanged 66
		SP:Iteration 14Q (35587.720000 sec): 3 clusters
  Score: Raw -614166.860651 + Penalty 2773.758034 = -611393.102617
  nChanged 51
		SP:Iteration 15Q (35587.920000 sec): 3 clusters
  Score: Raw -614195.591525 + Penalty 2773.758034 = -611421.833491
  nChanged 52
		SP:Iteration 16Q (35588.140000 sec): 3 clusters
  Score: Raw -614229.620663 + Penalty 2773.758034 = -611455.862629
  nChanged 54
		SP:Iteration 17Q (35588.330000 sec): 3 clusters
  Score: Raw -614257.969334 + Penalty 2773.758034 = -611484.211300
  nChanged 35
		SP:Iteration 18Q (35588.550000 sec): 3 clusters
  Score: Raw -614276.313886 + Penalty 2773.758034 = -611502.555852
  nChanged 32
		SP:Iteration 19Q (35588.750000 sec): 3 clusters
  Score: Raw -614293.814141 + Penalty 2773.758034 = -611520.056107
  nChanged 26
		SP:Iteration 20F (35588.940000 sec): 3 clusters
  Score: Raw -614306.571458 + Penalty 2773.758034 = -611532.813423
  nChanged 24
		SP:Iteration 21Q (35589.160000 sec): 3 clusters
  Score: Raw -614319.248104 + Penalty 2773.758034 = -611545.490070
  nChanged 22
		SP:Iteration 22Q (35589.370000 sec): 3 clusters
  Score: Raw -614330.491014 + Penalty 2773.758034 = -611556.732980
  nChanged 22
		SP:Iteration 23Q (35589.550000 sec): 3 clusters
  Score: Raw -614341.565975 + Penalty 2773.758034 = -611567.807941
  nChanged 14
		SP:Iteration 24Q (35589.780000 sec): 3 clusters
  Score: Raw -614349.639749 + Penalty 2773.758034 = -611575.881715
  nChanged 15
		SP:Iteration 25Q (35590.010000 sec): 3 clusters
  Score: Raw -614365.839304 + Penalty 2773.758034 = -611592.081270
  nChanged 16
		SP:Iteration 26Q (35590.190000 sec): 3 clusters
  Score: Raw -614381.558403 + Penalty 2773.758034 = -611607.800369
  nChanged 17
		SP:Iteration 27Q (35590.410000 sec): 3 clusters
  Score: Raw -614397.145316 + Penalty 2773.758034 = -611623.387281
  nChanged 15
		SP:Iteration 28Q (35590.590000 sec): 3 clusters
  Score: Raw -614407.618454 + Penalty 2773.758034 = -611633.860420
  nChanged 10
		SP:Iteration 29Q (35590.800000 sec): 3 clusters
  Score: Raw -614412.761192 + Penalty 2773.758034 = -611639.003158
  nChanged 5
		SP:Iteration 30Q (35590.950000 sec): 3 clusters
  Score: Raw -614414.064394 + Penalty 2773.758034 = -611640.306360
  nChanged 3
		SP:Iteration 31Q (35591.150000 sec): 3 clusters
  Score: Raw -614414.882407 + Penalty 2773.758034 = -611641.124373
  nChanged 1
		SP:Iteration 32Q (35591.370000 sec): 3 clusters
  Score: Raw -614415.154105 + Penalty 2773.758034 = -611641.396071
  nChanged 1
		SP:Iteration 33Q (35591.580000 sec): 3 clusters
  Score: Raw -614415.455281 + Penalty 2773.758034 = -611641.697247
  nChanged 3
		SP:Iteration 34Q (35591.810000 sec): 3 clusters
  Score: Raw -614416.657298 + Penalty 2773.758034 = -611642.899264
  nChanged 2
		SP:Iteration 35Q (35591.980000 sec): 3 clusters
  Score: Raw -614417.526253 + Penalty 2773.758034 = -611643.768219
  nChanged 2
		SP:Iteration 36Q (35592.210000 sec): 3 clusters
  Score: Raw -614418.430988 + Penalty 2773.758034 = -611644.672954
  nChanged 5
		SP:Iteration 37Q (35592.420000 sec): 3 clusters
  Score: Raw -614420.004936 + Penalty 2773.758034 = -611646.246902
  nChanged 4
		SP:Iteration 38Q (35592.630000 sec): 3 clusters
  Score: Raw -614421.352636 + Penalty 2773.758034 = -611647.594602
  nChanged 5
		SP:Iteration 39Q (35592.840000 sec): 3 clusters
  Score: Raw -614423.393652 + Penalty 2773.758034 = -611649.635618
  nChanged 3
		SP:Iteration 40F (35593.120000 sec): 3 clusters
  Score: Raw -614426.357808 + Penalty 2773.758034 = -611652.599774
  nChanged 4
		SP:Iteration 41Q (35593.370000 sec): 3 clusters
  Score: Raw -614427.895131 + Penalty 2773.758034 = -611654.137097
  nChanged 4
		SP:Iteration 42Q (35593.610000 sec): 3 clusters
  Score: Raw -614429.157616 + Penalty 2773.758034 = -611655.399582
  nChanged 2
		SP:Iteration 43Q (35593.810000 sec): 3 clusters
  Score: Raw -614430.210761 + Penalty 2773.758034 = -611656.452727
  nChanged 3
		SP:Iteration 44Q (35594.050000 sec): 3 clusters
  Score: Raw -614431.188585 + Penalty 2773.758034 = -611657.430551
  nChanged 3
		SP:Iteration 45Q (35594.240000 sec): 3 clusters
  Score: Raw -614432.139966 + Penalty 2773.758034 = -611658.381932
  nChanged 4
		SP:Iteration 46Q (35594.440000 sec): 3 clusters
  Score: Raw -614434.040446 + Penalty 2773.758034 = -611660.282412
  nChanged 1
		SP:Iteration 47Q (35594.690000 sec): 3 clusters
  Score: Raw -614434.684835 + Penalty 2773.758034 = -611660.926801
  nChanged 0
		SP:Iteration 48F (35594.950000 sec): 3 clusters
  Score: Raw -614434.684835 + Penalty 2773.758034 = -611660.926801
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35595.070000 sec): 2 clusters
  Score: Raw -543151.795369 + Penalty 1368.396661 = -541783.398708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35595.290000 sec): 3 clusters
  Score: Raw -540869.157447 + Penalty 2736.793323 = -538132.364124
  nChanged 1776
		SP:Iteration 1F (35595.490000 sec): 3 clusters
  Score: Raw -541845.678532 + Penalty 2736.793323 = -539108.885209
  nChanged 291
		SP:Iteration 2F (35595.720000 sec): 3 clusters
  Score: Raw -541982.893140 + Penalty 2736.793323 = -539246.099817
  nChanged 179
		SP:Iteration 3Q (35595.890000 sec): 3 clusters
  Score: Raw -542054.459810 + Penalty 2736.793323 = -539317.666487
  nChanged 127
		SP:Iteration 4Q (35596.090000 sec): 3 clusters
  Score: Raw -542098.046673 + Penalty 2736.793323 = -539361.253350
  nChanged 92
		SP:Iteration 5Q (35596.270000 sec): 3 clusters
  Score: Raw -542130.847590 + Penalty 2736.793323 = -539394.054267
  nChanged 84
		SP:Iteration 6Q (35596.430000 sec): 3 clusters
  Score: Raw -542152.766440 + Penalty 2736.793323 = -539415.973117
  nChanged 65
		SP:Iteration 7Q (35596.590000 sec): 3 clusters
  Score: Raw -542171.634990 + Penalty 2736.793323 = -539434.841667
  nChanged 63
		SP:Iteration 8Q (35596.810000 sec): 3 clusters
  Score: Raw -542189.308181 + Penalty 2736.793323 = -539452.514858
  nChanged 53
		SP:Iteration 9Q (35597.010000 sec): 3 clusters
  Score: Raw -542205.453780 + Penalty 2736.793323 = -539468.660458
  nChanged 55
		SP:Iteration 10Q (35597.160000 sec): 3 clusters
  Score: Raw -542227.729471 + Penalty 2736.793323 = -539490.936148
  nChanged 69
		SP:Iteration 11Q (35597.320000 sec): 3 clusters
  Score: Raw -542253.153719 + Penalty 2736.793323 = -539516.360397
  nChanged 74
		SP:Iteration 12Q (35597.520000 sec): 3 clusters
  Score: Raw -542278.913446 + Penalty 2736.793323 = -539542.120123
  nChanged 87
		SP:Iteration 13Q (35597.700000 sec): 3 clusters
  Score: Raw -542308.117374 + Penalty 2736.793323 = -539571.324051
  nChanged 70
		SP:Iteration 14Q (35597.870000 sec): 3 clusters
  Score: Raw -542331.140221 + Penalty 2736.793323 = -539594.346899
  nChanged 62
		SP:Iteration 15Q (35598.050000 sec): 3 clusters
  Score: Raw -542352.915618 + Penalty 2736.793323 = -539616.122295
  nChanged 76
		SP:Iteration 16Q (35598.230000 sec): 3 clusters
  Score: Raw -542380.233215 + Penalty 2736.793323 = -539643.439893
  nChanged 69
		SP:Iteration 17Q (35598.390000 sec): 3 clusters
  Score: Raw -542403.898903 + Penalty 2736.793323 = -539667.105580
  nChanged 64
		SP:Iteration 18Q (35598.590000 sec): 3 clusters
  Score: Raw -542424.601098 + Penalty 2736.793323 = -539687.807776
  nChanged 57
		SP:Iteration 19Q (35598.780000 sec): 3 clusters
  Score: Raw -542445.375454 + Penalty 2736.793323 = -539708.582131
  nChanged 66
		SP:Iteration 20F (35598.970000 sec): 3 clusters
  Score: Raw -542467.200425 + Penalty 2736.793323 = -539730.407102
  nChanged 60
		SP:Iteration 21Q (35599.170000 sec): 3 clusters
  Score: Raw -542488.561693 + Penalty 2736.793323 = -539751.768371
  nChanged 73
		SP:Iteration 22Q (35599.340000 sec): 3 clusters
  Score: Raw -542519.908776 + Penalty 2736.793323 = -539783.115454
  nChanged 87
		SP:Iteration 23Q (35599.530000 sec): 3 clusters
  Score: Raw -542563.547212 + Penalty 2736.793323 = -539826.753890
  nChanged 92
		SP:Iteration 24Q (35599.710000 sec): 3 clusters
  Score: Raw -542614.508624 + Penalty 2736.793323 = -539877.715301
  nChanged 107
		SP:Iteration 25Q (35599.890000 sec): 3 clusters
  Score: Raw -542669.972455 + Penalty 2736.793323 = -539933.179133
  nChanged 105
		SP:Iteration 26Q (35600.070000 sec): 3 clusters
  Score: Raw -542729.552255 + Penalty 2736.793323 = -539992.758932
  nChanged 113
		SP:Iteration 27Q (35600.270000 sec): 3 clusters
  Score: Raw -542797.428602 + Penalty 2736.793323 = -540060.635280
  nChanged 110
		SP:Iteration 28Q (35600.480000 sec): 3 clusters
  Score: Raw -542859.764498 + Penalty 2736.793323 = -540122.971175
  nChanged 95
		SP:Iteration 29Q (35600.650000 sec): 3 clusters
  Score: Raw -542917.974182 + Penalty 2736.793323 = -540181.180860
  nChanged 100
		SP:Iteration 30Q (35600.850000 sec): 3 clusters
  Score: Raw -542991.555673 + Penalty 2736.793323 = -540254.762350
  nChanged 98
		SP:Iteration 31Q (35601.030000 sec): 3 clusters
  Score: Raw -543063.285342 + Penalty 2736.793323 = -540326.492019
  nChanged 86
		SP:Iteration 32Q (35601.280000 sec): 3 clusters
  Score: Raw -543126.630268 + Penalty 2736.793323 = -540389.836945
  nChanged 70
		SP:Iteration 33Q (35601.470000 sec): 3 clusters
  Score: Raw -543178.317242 + Penalty 2736.793323 = -540441.523920
  nChanged 49
		SP:Iteration 34Q (35601.650000 sec): 3 clusters
  Score: Raw -543217.497468 + Penalty 2736.793323 = -540480.704145
  nChanged 36
		SP:Iteration 35Q (35601.830000 sec): 3 clusters
  Score: Raw -543244.395340 + Penalty 2736.793323 = -540507.602017
  nChanged 27
		SP:Iteration 36Q (35602.040000 sec): 3 clusters
  Score: Raw -543267.417247 + Penalty 2736.793323 = -540530.623924
  nChanged 23
		SP:Iteration 37Q (35602.260000 sec): 3 clusters
  Score: Raw -543282.176164 + Penalty 2736.793323 = -540545.382841
  nChanged 14
		SP:Iteration 38Q (35602.450000 sec): 3 clusters
  Score: Raw -543294.102772 + Penalty 2736.793323 = -540557.309449
  nChanged 14
		SP:Iteration 39Q (35602.660000 sec): 3 clusters
  Score: Raw -543302.329414 + Penalty 2736.793323 = -540565.536092
  nChanged 4
		SP:Iteration 40F (35602.900000 sec): 3 clusters
  Score: Raw -543305.123969 + Penalty 2736.793323 = -540568.330646
  nChanged 5
		SP:Iteration 41Q (35603.070000 sec): 3 clusters
  Score: Raw -543308.757597 + Penalty 2736.793323 = -540571.964274
  nChanged 3
		SP:Iteration 42Q (35603.280000 sec): 3 clusters
  Score: Raw -543310.308846 + Penalty 2736.793323 = -540573.515524
  nChanged 2
		SP:Iteration 43Q (35603.480000 sec): 3 clusters
  Score: Raw -543311.002550 + Penalty 2736.793323 = -540574.209228
  nChanged 1
		SP:Iteration 44Q (35603.690000 sec): 3 clusters
  Score: Raw -543311.623261 + Penalty 2736.793323 = -540574.829939
  nChanged 2
		SP:Iteration 45Q (35603.860000 sec): 3 clusters
  Score: Raw -543313.180562 + Penalty 2736.793323 = -540576.387240
  nChanged 1
		SP:Iteration 46Q (35604.030000 sec): 3 clusters
  Score: Raw -543313.493030 + Penalty 2736.793323 = -540576.699707
  nChanged 0
		SP:Iteration 47F (35604.200000 sec): 3 clusters
  Score: Raw -543313.493030 + Penalty 2736.793323 = -540576.699707
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35604.290000 sec): 2 clusters
  Score: Raw -67729.759559 + Penalty 1038.958498 = -66690.801062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35604.490000 sec): 3 clusters
  Score: Raw -67608.536717 + Penalty 2077.916995 = -65530.619722
  nChanged 157
		SP:Iteration 1F (35604.660000 sec): 3 clusters
  Score: Raw -67817.220794 + Penalty 2077.916995 = -65739.303799
  nChanged 50
		SP:Iteration 2F (35604.780000 sec): 3 clusters
  Score: Raw -67881.798355 + Penalty 2077.916995 = -65803.881360
  nChanged 27
		SP:Iteration 3Q (35604.960000 sec): 3 clusters
  Score: Raw -67937.192325 + Penalty 2077.916995 = -65859.275330
  nChanged 22
		SP:Iteration 4Q (35605.140000 sec): 3 clusters
  Score: Raw -67996.537677 + Penalty 2077.916995 = -65918.620682
  nChanged 16
		SP:Iteration 5Q (35605.320000 sec): 3 clusters
  Score: Raw -68042.320127 + Penalty 2077.916995 = -65964.403132
  nChanged 22
		SP:Iteration 6Q (35605.470000 sec): 3 clusters
  Score: Raw -68088.849795 + Penalty 2077.916995 = -66010.932800
  nChanged 17
		SP:Iteration 7Q (35605.650000 sec): 3 clusters
  Score: Raw -68116.872055 + Penalty 2077.916995 = -66038.955060
  nChanged 12
		SP:Iteration 8Q (35605.790000 sec): 3 clusters
  Score: Raw -68142.854249 + Penalty 2077.916995 = -66064.937254
  nChanged 11
		SP:Iteration 9Q (35605.930000 sec): 3 clusters
  Score: Raw -68170.464152 + Penalty 2077.916995 = -66092.547157
  nChanged 10
		SP:Iteration 10Q (35606.110000 sec): 3 clusters
  Score: Raw -68189.805495 + Penalty 2077.916995 = -66111.888500
  nChanged 6
		SP:Iteration 11Q (35606.260000 sec): 3 clusters
  Score: Raw -68201.380360 + Penalty 2077.916995 = -66123.463365
  nChanged 6
		SP:Iteration 12Q (35606.480000 sec): 3 clusters
  Score: Raw -68213.127743 + Penalty 2077.916995 = -66135.210748
  nChanged 4
		SP:Iteration 13Q (35606.680000 sec): 3 clusters
  Score: Raw -68219.324061 + Penalty 2077.916995 = -66141.407066
  nChanged 4
		SP:Iteration 14Q (35606.810000 sec): 3 clusters
  Score: Raw -68226.842192 + Penalty 2077.916995 = -66148.925197
  nChanged 3
		SP:Iteration 15Q (35606.990000 sec): 3 clusters
  Score: Raw -68242.357199 + Penalty 2077.916995 = -66164.440204
  nChanged 6
		SP:Iteration 16Q (35607.180000 sec): 3 clusters
  Score: Raw -68260.045999 + Penalty 2077.916995 = -66182.129004
  nChanged 1
		SP:Iteration 17Q (35607.350000 sec): 3 clusters
  Score: Raw -68261.128044 + Penalty 2077.916995 = -66183.211049
  nChanged 2
		SP:Iteration 18Q (35607.480000 sec): 3 clusters
  Score: Raw -68263.299419 + Penalty 2077.916995 = -66185.382424
  nChanged 3
		SP:Iteration 19Q (35607.680000 sec): 3 clusters
  Score: Raw -68270.051819 + Penalty 2077.916995 = -66192.134824
  nChanged 2
		SP:Iteration 20F (35607.830000 sec): 3 clusters
  Score: Raw -68277.423814 + Penalty 2077.916995 = -66199.506819
  nChanged 3
		SP:Iteration 21Q (35607.980000 sec): 3 clusters
  Score: Raw -68287.162260 + Penalty 2077.916995 = -66209.245265
  nChanged 2
		SP:Iteration 22Q (35608.180000 sec): 3 clusters
  Score: Raw -68289.389179 + Penalty 2077.916995 = -66211.472184
  nChanged 1
		SP:Iteration 23Q (35608.310000 sec): 3 clusters
  Score: Raw -68290.263506 + Penalty 2077.916995 = -66212.346511
  nChanged 3
		SP:Iteration 24Q (35608.500000 sec): 3 clusters
  Score: Raw -68296.656060 + Penalty 2077.916995 = -66218.739065
  nChanged 5
		SP:Iteration 25Q (35608.680000 sec): 3 clusters
  Score: Raw -68305.117189 + Penalty 2077.916995 = -66227.200193
  nChanged 6
		SP:Iteration 26Q (35608.820000 sec): 3 clusters
  Score: Raw -68329.353353 + Penalty 2077.916995 = -66251.436358
  nChanged 7
		SP:Iteration 27Q (35608.990000 sec): 3 clusters
  Score: Raw -68338.939444 + Penalty 2077.916995 = -66261.022449
  nChanged 2
		SP:Iteration 28Q (35609.180000 sec): 3 clusters
  Score: Raw -68345.117504 + Penalty 2077.916995 = -66267.200509
  nChanged 1
		SP:Iteration 29Q (35609.320000 sec): 3 clusters
  Score: Raw -68347.709849 + Penalty 2077.916995 = -66269.792854
  nChanged 1
		SP:Iteration 30Q (35609.510000 sec): 3 clusters
  Score: Raw -68348.497267 + Penalty 2077.916995 = -66270.580272
  nChanged 0
		SP:Iteration 31F (35609.700000 sec): 3 clusters
  Score: Raw -68348.497267 + Penalty 2077.916995 = -66270.580272
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35609.790000 sec): 2 clusters
  Score: Raw -39506.134091 + Penalty 979.203221 = -38526.930870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35610.000000 sec): 3 clusters
  Score: Raw -39533.171467 + Penalty 1958.406441 = -37574.765026
  nChanged 99
		SP:Iteration 1F (35610.180000 sec): 3 clusters
  Score: Raw -39696.351507 + Penalty 1958.406441 = -37737.945066
  nChanged 35
		SP:Iteration 2F (35610.330000 sec): 3 clusters
  Score: Raw -39783.423611 + Penalty 1958.406441 = -37825.017170
  nChanged 18
		SP:Iteration 3Q (35610.480000 sec): 3 clusters
  Score: Raw -39822.070835 + Penalty 1958.406441 = -37863.664394
  nChanged 17
		SP:Iteration 4Q (35610.700000 sec): 3 clusters
  Score: Raw -39861.475177 + Penalty 1958.406441 = -37903.068735
  nChanged 14
		SP:Iteration 5Q (35610.880000 sec): 3 clusters
  Score: Raw -39889.478395 + Penalty 1958.406441 = -37931.071953
  nChanged 9
		SP:Iteration 6Q (35611.060000 sec): 3 clusters
  Score: Raw -39900.066475 + Penalty 1958.406441 = -37941.660034
  nChanged 2
		SP:Iteration 7Q (35611.210000 sec): 3 clusters
  Score: Raw -39903.015222 + Penalty 1958.406441 = -37944.608781
  nChanged 2
		SP:Iteration 8Q (35611.360000 sec): 3 clusters
  Score: Raw -39904.855345 + Penalty 1958.406441 = -37946.448904
  nChanged 2
		SP:Iteration 9Q (35611.550000 sec): 3 clusters
  Score: Raw -39906.422796 + Penalty 1958.406441 = -37948.016355
  nChanged 1
		SP:Iteration 10Q (35611.770000 sec): 3 clusters
  Score: Raw -39909.570771 + Penalty 1958.406441 = -37951.164329
  nChanged 0
		SP:Iteration 11F (35611.980000 sec): 3 clusters
  Score: Raw -39909.570771 + Penalty 1958.406441 = -37951.164329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35612.300000 sec): 2 clusters
  Score: Raw -5099045.632922 + Penalty 1726.602554 = -5097319.030368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35612.710000 sec): 3 clusters
  Score: Raw -5073160.401092 + Penalty 3453.205108 = -5069707.195984
  nChanged 19280
		SP:Iteration 1F (35613.090000 sec): 3 clusters
  Score: Raw -5084123.736827 + Penalty 3453.205108 = -5080670.531720
  nChanged 1803
		SP:Iteration 2Q (35613.560000 sec): 3 clusters
  Score: Raw -5084774.754597 + Penalty 3453.205108 = -5081321.549490
  nChanged 1831
		SP:Iteration 3Q (35614.000000 sec): 3 clusters
  Score: Raw -5085557.063532 + Penalty 3453.205108 = -5082103.858424
  nChanged 1924
		SP:Iteration 4Q (35614.440000 sec): 3 clusters
  Score: Raw -5086492.461489 + Penalty 3453.205108 = -5083039.256382
  nChanged 2077
		SP:Iteration 5F (35614.840000 sec): 3 clusters
  Score: Raw -5087617.463476 + Penalty 3453.205108 = -5084164.258369
  nChanged 2069
		SP:Iteration 6F (35615.230000 sec): 3 clusters
  Score: Raw -5088822.197016 + Penalty 3453.205108 = -5085368.991909
  nChanged 2086
		SP:Iteration 7F (35615.640000 sec): 3 clusters
  Score: Raw -5090147.900622 + Penalty 3453.205108 = -5086694.695514
  nChanged 2031
		SP:Iteration 8Q (35616.050000 sec): 3 clusters
  Score: Raw -5091461.617885 + Penalty 3453.205108 = -5088008.412778
  nChanged 1917
		SP:Iteration 9Q (35616.480000 sec): 3 clusters
  Score: Raw -5092689.707661 + Penalty 3453.205108 = -5089236.502553
  nChanged 1804
		SP:Iteration 10Q (35616.860000 sec): 3 clusters
  Score: Raw -5093832.381761 + Penalty 3453.205108 = -5090379.176653
  nChanged 1665
		SP:Iteration 11Q (35617.200000 sec): 3 clusters
  Score: Raw -5094880.945005 + Penalty 3453.205108 = -5091427.739897
  nChanged 1500
		SP:Iteration 12Q (35617.560000 sec): 3 clusters
  Score: Raw -5095870.485605 + Penalty 3453.205108 = -5092417.280497
  nChanged 1360
		SP:Iteration 13Q (35617.940000 sec): 3 clusters
  Score: Raw -5096796.706723 + Penalty 3453.205108 = -5093343.501616
  nChanged 1146
		SP:Iteration 14Q (35618.320000 sec): 3 clusters
  Score: Raw -5097571.020963 + Penalty 3453.205108 = -5094117.815855
  nChanged 858
		SP:Iteration 15Q (35618.720000 sec): 3 clusters
  Score: Raw -5098152.114873 + Penalty 3453.205108 = -5094698.909765
  nChanged 609
		SP:Iteration 16Q (35619.140000 sec): 3 clusters
  Score: Raw -5098547.180804 + Penalty 3453.205108 = -5095093.975697
  nChanged 408
		SP:Iteration 17Q (35619.520000 sec): 3 clusters
  Score: Raw -5098809.985832 + Penalty 3453.205108 = -5095356.780724
  nChanged 288
		SP:Iteration 18Q (35619.870000 sec): 3 clusters
  Score: Raw -5098991.529830 + Penalty 3453.205108 = -5095538.324722
  nChanged 212
		SP:Iteration 19Q (35620.230000 sec): 3 clusters
  Score: Raw -5099119.975028 + Penalty 3453.205108 = -5095666.769921
  nChanged 142
		SP:Iteration 20F (35620.570000 sec): 3 clusters
  Score: Raw -5099195.122277 + Penalty 3453.205108 = -5095741.917169
  nChanged 91
		SP:Iteration 21Q (35621.000000 sec): 3 clusters
  Score: Raw -5099246.407692 + Penalty 3453.205108 = -5095793.202584
  nChanged 76
		SP:Iteration 22Q (35621.430000 sec): 3 clusters
  Score: Raw -5099297.511191 + Penalty 3453.205108 = -5095844.306083
  nChanged 62
		SP:Iteration 23Q (35621.860000 sec): 3 clusters
  Score: Raw -5099330.534241 + Penalty 3453.205108 = -5095877.329133
  nChanged 37
		SP:Iteration 24Q (35622.190000 sec): 3 clusters
  Score: Raw -5099353.063307 + Penalty 3453.205108 = -5095899.858200
  nChanged 38
		SP:Iteration 25Q (35622.550000 sec): 3 clusters
  Score: Raw -5099371.291053 + Penalty 3453.205108 = -5095918.085945
  nChanged 17
		SP:Iteration 26Q (35622.900000 sec): 3 clusters
  Score: Raw -5099379.852040 + Penalty 3453.205108 = -5095926.646933
  nChanged 21
		SP:Iteration 27Q (35623.280000 sec): 3 clusters
  Score: Raw -5099390.588716 + Penalty 3453.205108 = -5095937.383608
  nChanged 18
		SP:Iteration 28Q (35623.660000 sec): 3 clusters
  Score: Raw -5099400.478923 + Penalty 3453.205108 = -5095947.273815
  nChanged 16
		SP:Iteration 29Q (35624.070000 sec): 3 clusters
  Score: Raw -5099408.278355 + Penalty 3453.205108 = -5095955.073248
  nChanged 9
		SP:Iteration 30Q (35624.430000 sec): 3 clusters
  Score: Raw -5099412.893647 + Penalty 3453.205108 = -5095959.688539
  nChanged 7
		SP:Iteration 31Q (35624.830000 sec): 3 clusters
  Score: Raw -5099416.275752 + Penalty 3453.205108 = -5095963.070644
  nChanged 8
		SP:Iteration 32Q (35625.170000 sec): 3 clusters
  Score: Raw -5099419.988903 + Penalty 3453.205108 = -5095966.783795
  nChanged 7
		SP:Iteration 33Q (35625.590000 sec): 3 clusters
  Score: Raw -5099423.016885 + Penalty 3453.205108 = -5095969.811777
  nChanged 5
		SP:Iteration 34Q (35625.960000 sec): 3 clusters
  Score: Raw -5099425.582114 + Penalty 3453.205108 = -5095972.377007
  nChanged 7
		SP:Iteration 35Q (35626.310000 sec): 3 clusters
  Score: Raw -5099429.146471 + Penalty 3453.205108 = -5095975.941363
  nChanged 8
		SP:Iteration 36Q (35626.720000 sec): 3 clusters
  Score: Raw -5099434.305069 + Penalty 3453.205108 = -5095981.099962
  nChanged 11
		SP:Iteration 37Q (35627.070000 sec): 3 clusters
  Score: Raw -5099440.753418 + Penalty 3453.205108 = -5095987.548310
  nChanged 7
		SP:Iteration 38Q (35627.490000 sec): 3 clusters
  Score: Raw -5099445.299074 + Penalty 3453.205108 = -5095992.093966
  nChanged 5
		SP:Iteration 39Q (35627.850000 sec): 3 clusters
  Score: Raw -5099448.718753 + Penalty 3453.205108 = -5095995.513645
  nChanged 9
		SP:Iteration 40F (35628.220000 sec): 3 clusters
  Score: Raw -5099454.266506 + Penalty 3453.205108 = -5096001.061399
  nChanged 7
		SP:Iteration 41Q (35628.620000 sec): 3 clusters
  Score: Raw -5099457.745964 + Penalty 3453.205108 = -5096004.540856
  nChanged 5
		SP:Iteration 42Q (35628.970000 sec): 3 clusters
  Score: Raw -5099460.623448 + Penalty 3453.205108 = -5096007.418341
  nChanged 7
		SP:Iteration 43Q (35629.290000 sec): 3 clusters
  Score: Raw -5099463.455548 + Penalty 3453.205108 = -5096010.250440
  nChanged 1
		SP:Iteration 44Q (35629.670000 sec): 3 clusters
  Score: Raw -5099463.685849 + Penalty 3453.205108 = -5096010.480741
  nChanged 2
		SP:Iteration 45Q (35630.060000 sec): 3 clusters
  Score: Raw -5099464.505288 + Penalty 3453.205108 = -5096011.300180
  nChanged 3
		SP:Iteration 46Q (35630.380000 sec): 3 clusters
  Score: Raw -5099465.862994 + Penalty 3453.205108 = -5096012.657886
  nChanged 2
		SP:Iteration 47Q (35630.820000 sec): 3 clusters
  Score: Raw -5099467.467104 + Penalty 3453.205108 = -5096014.261996
  nChanged 1
		SP:Iteration 48Q (35631.190000 sec): 3 clusters
  Score: Raw -5099468.096806 + Penalty 3453.205108 = -5096014.891699
  nChanged 2
		SP:Iteration 49Q (35631.560000 sec): 3 clusters
  Score: Raw -5099469.373855 + Penalty 3453.205108 = -5096016.168747
  nChanged 3
		SP:Iteration 50Q (35631.940000 sec): 3 clusters
  Score: Raw -5099471.150430 + Penalty 3453.205108 = -5096017.945322
  nChanged 3
		SP:Iteration 51Q (35632.320000 sec): 3 clusters
  Score: Raw -5099472.686088 + Penalty 3453.205108 = -5096019.480980
  nChanged 1
		SP:Iteration 52Q (35632.670000 sec): 3 clusters
  Score: Raw -5099473.182266 + Penalty 3453.205108 = -5096019.977158
  nChanged 0
		SP:Iteration 53F (35633.040000 sec): 3 clusters
  Score: Raw -5099473.182266 + Penalty 3453.205108 = -5096019.977158
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35633.160000 sec): 2 clusters
  Score: Raw -187191.409317 + Penalty 1212.982848 = -185978.426469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35633.340000 sec): 3 clusters
  Score: Raw -186506.830824 + Penalty 2425.965696 = -184080.865128
  nChanged 594
		SP:Iteration 1F (35633.480000 sec): 3 clusters
  Score: Raw -187046.959738 + Penalty 2425.965696 = -184620.994042
  nChanged 164
		SP:Iteration 2F (35633.690000 sec): 3 clusters
  Score: Raw -187297.408859 + Penalty 2425.965696 = -184871.443163
  nChanged 133
		SP:Iteration 3F (35633.940000 sec): 3 clusters
  Score: Raw -187493.686310 + Penalty 2425.965696 = -185067.720614
  nChanged 112
		SP:Iteration 4F (35634.110000 sec): 3 clusters
  Score: Raw -187686.610296 + Penalty 2425.965696 = -185260.644600
  nChanged 120
		SP:Iteration 5F (35634.300000 sec): 3 clusters
  Score: Raw -187843.643745 + Penalty 2425.965696 = -185417.678049
  nChanged 73
		SP:Iteration 6Q (35634.490000 sec): 3 clusters
  Score: Raw -187913.506945 + Penalty 2425.965696 = -185487.541248
  nChanged 42
		SP:Iteration 7Q (35634.630000 sec): 3 clusters
  Score: Raw -187961.789890 + Penalty 2425.965696 = -185535.824194
  nChanged 36
		SP:Iteration 8Q (35634.780000 sec): 3 clusters
  Score: Raw -187997.983483 + Penalty 2425.965696 = -185572.017787
  nChanged 25
		SP:Iteration 9Q (35634.970000 sec): 3 clusters
  Score: Raw -188020.782008 + Penalty 2425.965696 = -185594.816312
  nChanged 20
		SP:Iteration 10Q (35635.170000 sec): 3 clusters
  Score: Raw -188034.424978 + Penalty 2425.965696 = -185608.459281
  nChanged 11
		SP:Iteration 11Q (35635.320000 sec): 3 clusters
  Score: Raw -188042.606761 + Penalty 2425.965696 = -185616.641064
  nChanged 7
		SP:Iteration 12Q (35635.490000 sec): 3 clusters
  Score: Raw -188047.825722 + Penalty 2425.965696 = -185621.860025
  nChanged 7
		SP:Iteration 13Q (35635.680000 sec): 3 clusters
  Score: Raw -188050.125199 + Penalty 2425.965696 = -185624.159502
  nChanged 2
		SP:Iteration 14Q (35635.870000 sec): 3 clusters
  Score: Raw -188051.220536 + Penalty 2425.965696 = -185625.254840
  nChanged 4
		SP:Iteration 15Q (35636.070000 sec): 3 clusters
  Score: Raw -188056.344585 + Penalty 2425.965696 = -185630.378889
  nChanged 3
		SP:Iteration 16Q (35636.180000 sec): 3 clusters
  Score: Raw -188057.264938 + Penalty 2425.965696 = -185631.299242
  nChanged 2
		SP:Iteration 17Q (35636.370000 sec): 3 clusters
  Score: Raw -188058.033308 + Penalty 2425.965696 = -185632.067612
  nChanged 0
		SP:Iteration 18F (35636.550000 sec): 3 clusters
  Score: Raw -188058.033308 + Penalty 2425.965696 = -185632.067612
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (34069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35636.800000 sec): 2 clusters
  Score: Raw -3897981.000377 + Penalty 1695.873263 = -3896285.127114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35637.170000 sec): 3 clusters
  Score: Raw -3876747.987940 + Penalty 3391.746527 = -3873356.241413
  nChanged 15692
		SP:Iteration 1F (35637.590000 sec): 3 clusters
  Score: Raw -3885692.163025 + Penalty 3391.746527 = -3882300.416498
  nChanged 1619
		SP:Iteration 2Q (35637.960000 sec): 3 clusters
  Score: Raw -3886296.443747 + Penalty 3391.746527 = -3882904.697220
  nChanged 1630
		SP:Iteration 3Q (35638.230000 sec): 3 clusters
  Score: Raw -3886995.159826 + Penalty 3391.746527 = -3883603.413300
  nChanged 1746
		SP:Iteration 4F (35638.650000 sec): 3 clusters
  Score: Raw -3887842.693797 + Penalty 3391.746527 = -3884450.947270
  nChanged 1848
		SP:Iteration 5F (35639.000000 sec): 3 clusters
  Score: Raw -3888860.646778 + Penalty 3391.746527 = -3885468.900251
  nChanged 1965
		SP:Iteration 6F (35639.380000 sec): 3 clusters
  Score: Raw -3890184.056292 + Penalty 3391.746527 = -3886792.309766
  nChanged 2162
		SP:Iteration 7F (35639.770000 sec): 3 clusters
  Score: Raw -3891860.226217 + Penalty 3391.746527 = -3888468.479690
  nChanged 2200
		SP:Iteration 8F (35640.130000 sec): 3 clusters
  Score: Raw -3893714.739863 + Penalty 3391.746527 = -3890322.993336
  nChanged 2010
		SP:Iteration 9F (35640.530000 sec): 3 clusters
  Score: Raw -3895444.183843 + Penalty 3391.746527 = -3892052.437316
  nChanged 1666
		SP:Iteration 10Q (35640.950000 sec): 3 clusters
  Score: Raw -3896573.784227 + Penalty 3391.746527 = -3893182.037700
  nChanged 1082
		SP:Iteration 11Q (35641.330000 sec): 3 clusters
  Score: Raw -3897097.380156 + Penalty 3391.746527 = -3893705.633629
  nChanged 682
		SP:Iteration 12Q (35641.680000 sec): 3 clusters
  Score: Raw -3897354.750763 + Penalty 3391.746527 = -3893963.004237
  nChanged 497
		SP:Iteration 13Q (35642.120000 sec): 3 clusters
  Score: Raw -3897527.841356 + Penalty 3391.746527 = -3894136.094830
  nChanged 436
		SP:Iteration 14Q (35642.480000 sec): 3 clusters
  Score: Raw -3897689.749724 + Penalty 3391.746527 = -3894298.003197
  nChanged 390
		SP:Iteration 15Q (35642.860000 sec): 3 clusters
  Score: Raw -3897807.404817 + Penalty 3391.746527 = -3894415.658291
  nChanged 330
		SP:Iteration 16Q (35643.240000 sec): 3 clusters
  Score: Raw -3897896.452338 + Penalty 3391.746527 = -3894504.705811
  nChanged 279
		SP:Iteration 17Q (35643.590000 sec): 3 clusters
  Score: Raw -3897956.482793 + Penalty 3391.746527 = -3894564.736267
  nChanged 219
		SP:Iteration 18Q (35643.930000 sec): 3 clusters
  Score: Raw -3897992.236784 + Penalty 3391.746527 = -3894600.490258
  nChanged 171
		SP:Iteration 19Q (35644.300000 sec): 3 clusters
  Score: Raw -3898014.942729 + Penalty 3391.746527 = -3894623.196202
  nChanged 142
		SP:Iteration 20F (35644.660000 sec): 3 clusters
  Score: Raw -3898031.407838 + Penalty 3391.746527 = -3894639.661312
  nChanged 113
		SP:Iteration 21Q (35644.990000 sec): 3 clusters
  Score: Raw -3898043.395232 + Penalty 3391.746527 = -3894651.648706
  nChanged 106
		SP:Iteration 22Q (35645.340000 sec): 3 clusters
  Score: Raw -3898052.850512 + Penalty 3391.746527 = -3894661.103986
  nChanged 81
		SP:Iteration 23Q (35645.700000 sec): 3 clusters
  Score: Raw -3898059.822696 + Penalty 3391.746527 = -3894668.076169
  nChanged 67
		SP:Iteration 24Q (35646.020000 sec): 3 clusters
  Score: Raw -3898065.625676 + Penalty 3391.746527 = -3894673.879150
  nChanged 63
		SP:Iteration 25Q (35646.340000 sec): 3 clusters
  Score: Raw -3898070.845762 + Penalty 3391.746527 = -3894679.099235
  nChanged 69
		SP:Iteration 26Q (35646.740000 sec): 3 clusters
  Score: Raw -3898076.530591 + Penalty 3391.746527 = -3894684.784065
  nChanged 65
		SP:Iteration 27Q (35647.150000 sec): 3 clusters
  Score: Raw -3898082.408969 + Penalty 3391.746527 = -3894690.662442
  nChanged 61
		SP:Iteration 28Q (35647.450000 sec): 3 clusters
  Score: Raw -3898088.288760 + Penalty 3391.746527 = -3894696.542234
  nChanged 61
		SP:Iteration 29Q (35647.810000 sec): 3 clusters
  Score: Raw -3898093.355934 + Penalty 3391.746527 = -3894701.609407
  nChanged 52
		SP:Iteration 30Q (35648.130000 sec): 3 clusters
  Score: Raw -3898096.494478 + Penalty 3391.746527 = -3894704.747952
  nChanged 39
		SP:Iteration 31Q (35648.410000 sec): 3 clusters
  Score: Raw -3898098.356310 + Penalty 3391.746527 = -3894706.609783
  nChanged 28
		SP:Iteration 32Q (35648.780000 sec): 3 clusters
  Score: Raw -3898099.763877 + Penalty 3391.746527 = -3894708.017350
  nChanged 24
		SP:Iteration 33Q (35649.080000 sec): 3 clusters
  Score: Raw -3898100.781932 + Penalty 3391.746527 = -3894709.035405
  nChanged 19
		SP:Iteration 34Q (35649.450000 sec): 3 clusters
  Score: Raw -3898101.532021 + Penalty 3391.746527 = -3894709.785494
  nChanged 17
		SP:Iteration 35Q (35649.790000 sec): 3 clusters
  Score: Raw -3898102.213984 + Penalty 3391.746527 = -3894710.467457
  nChanged 21
		SP:Iteration 36Q (35650.100000 sec): 3 clusters
  Score: Raw -3898102.962164 + Penalty 3391.746527 = -3894711.215637
  nChanged 17
		SP:Iteration 37Q (35650.460000 sec): 3 clusters
  Score: Raw -3898103.544869 + Penalty 3391.746527 = -3894711.798342
  nChanged 13
		SP:Iteration 38Q (35650.790000 sec): 3 clusters
  Score: Raw -3898103.878897 + Penalty 3391.746527 = -3894712.132370
  nChanged 7
		SP:Iteration 39Q (35651.210000 sec): 3 clusters
  Score: Raw -3898104.041916 + Penalty 3391.746527 = -3894712.295389
  nChanged 7
		SP:Iteration 40F (35651.510000 sec): 3 clusters
  Score: Raw -3898104.294090 + Penalty 3391.746527 = -3894712.547563
  nChanged 8
		SP:Iteration 41Q (35651.840000 sec): 3 clusters
  Score: Raw -3898104.526447 + Penalty 3391.746527 = -3894712.779920
  nChanged 7
		SP:Iteration 42Q (35652.210000 sec): 3 clusters
  Score: Raw -3898104.837451 + Penalty 3391.746527 = -3894713.090924
  nChanged 11
		SP:Iteration 43Q (35652.540000 sec): 3 clusters
  Score: Raw -3898105.382002 + Penalty 3391.746527 = -3894713.635475
  nChanged 13
		SP:Iteration 44Q (35652.910000 sec): 3 clusters
  Score: Raw -3898106.089509 + Penalty 3391.746527 = -3894714.342983
  nChanged 14
		SP:Iteration 45Q (35653.230000 sec): 3 clusters
  Score: Raw -3898106.745639 + Penalty 3391.746527 = -3894714.999112
  nChanged 12
		SP:Iteration 46Q (35653.560000 sec): 3 clusters
  Score: Raw -3898107.181367 + Penalty 3391.746527 = -3894715.434840
  nChanged 14
		SP:Iteration 47Q (35653.930000 sec): 3 clusters
  Score: Raw -3898107.726523 + Penalty 3391.746527 = -3894715.979996
  nChanged 11
		SP:Iteration 48Q (35654.330000 sec): 3 clusters
  Score: Raw -3898108.162004 + Penalty 3391.746527 = -3894716.415478
  nChanged 6
		SP:Iteration 49Q (35654.720000 sec): 3 clusters
  Score: Raw -3898108.286113 + Penalty 3391.746527 = -3894716.539587
  nChanged 6
		SP:Iteration 50Q (35655.100000 sec): 3 clusters
  Score: Raw -3898108.476529 + Penalty 3391.746527 = -3894716.730002
  nChanged 11
		SP:Iteration 51Q (35655.460000 sec): 3 clusters
  Score: Raw -3898108.792472 + Penalty 3391.746527 = -3894717.045945
  nChanged 6
		SP:Iteration 52Q (35655.830000 sec): 3 clusters
  Score: Raw -3898109.106993 + Penalty 3391.746527 = -3894717.360466
  nChanged 6
		SP:Iteration 53Q (35656.240000 sec): 3 clusters
  Score: Raw -3898109.237160 + Penalty 3391.746527 = -3894717.490633
  nChanged 2
		SP:Iteration 54Q (35656.580000 sec): 3 clusters
  Score: Raw -3898109.259771 + Penalty 3391.746527 = -3894717.513244
  nChanged 1
		SP:Iteration 55Q (35656.920000 sec): 3 clusters
  Score: Raw -3898109.264892 + Penalty 3391.746527 = -3894717.518365
  nChanged 0
		SP:Iteration 56F (35657.280000 sec): 3 clusters
  Score: Raw -3898109.264892 + Penalty 3391.746527 = -3894717.518365
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35657.460000 sec): 2 clusters
  Score: Raw -574344.692605 + Penalty 1392.497636 = -572952.194969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35657.690000 sec): 3 clusters
  Score: Raw -571639.871751 + Penalty 2784.995271 = -568854.876480
  nChanged 2110
		SP:Iteration 1F (35657.920000 sec): 3 clusters
  Score: Raw -572805.777294 + Penalty 2784.995271 = -570020.782023
  nChanged 389
		SP:Iteration 2F (35658.120000 sec): 3 clusters
  Score: Raw -573050.376761 + Penalty 2784.995271 = -570265.381489
  nChanged 305
		SP:Iteration 3F (35658.350000 sec): 3 clusters
  Score: Raw -573241.402515 + Penalty 2784.995271 = -570456.407243
  nChanged 254
		SP:Iteration 4Q (35658.580000 sec): 3 clusters
  Score: Raw -573383.073882 + Penalty 2784.995271 = -570598.078610
  nChanged 234
		SP:Iteration 5Q (35658.780000 sec): 3 clusters
  Score: Raw -573519.339910 + Penalty 2784.995271 = -570734.344638
  nChanged 204
		SP:Iteration 6Q (35658.990000 sec): 3 clusters
  Score: Raw -573651.232318 + Penalty 2784.995271 = -570866.237047
  nChanged 200
		SP:Iteration 7Q (35659.220000 sec): 3 clusters
  Score: Raw -573770.251843 + Penalty 2784.995271 = -570985.256572
  nChanged 157
		SP:Iteration 8Q (35659.390000 sec): 3 clusters
  Score: Raw -573868.338793 + Penalty 2784.995271 = -571083.343522
  nChanged 135
		SP:Iteration 9Q (35659.630000 sec): 3 clusters
  Score: Raw -573942.853224 + Penalty 2784.995271 = -571157.857953
  nChanged 137
		SP:Iteration 10Q (35659.820000 sec): 3 clusters
  Score: Raw -574023.298464 + Penalty 2784.995271 = -571238.303192
  nChanged 129
		SP:Iteration 11Q (35660.040000 sec): 3 clusters
  Score: Raw -574090.813555 + Penalty 2784.995271 = -571305.818284
  nChanged 121
		SP:Iteration 12Q (35660.250000 sec): 3 clusters
  Score: Raw -574162.778322 + Penalty 2784.995271 = -571377.783051
  nChanged 114
		SP:Iteration 13Q (35660.470000 sec): 3 clusters
  Score: Raw -574223.198572 + Penalty 2784.995271 = -571438.203301
  nChanged 107
		SP:Iteration 14Q (35660.670000 sec): 3 clusters
  Score: Raw -574291.238769 + Penalty 2784.995271 = -571506.243498
  nChanged 112
		SP:Iteration 15Q (35660.910000 sec): 3 clusters
  Score: Raw -574366.301062 + Penalty 2784.995271 = -571581.305791
  nChanged 108
		SP:Iteration 16Q (35661.130000 sec): 3 clusters
  Score: Raw -574447.891307 + Penalty 2784.995271 = -571662.896035
  nChanged 115
		SP:Iteration 17Q (35661.320000 sec): 3 clusters
  Score: Raw -574523.814821 + Penalty 2784.995271 = -571738.819549
  nChanged 101
		SP:Iteration 18Q (35661.530000 sec): 3 clusters
  Score: Raw -574594.825360 + Penalty 2784.995271 = -571809.830089
  nChanged 106
		SP:Iteration 19Q (35661.740000 sec): 3 clusters
  Score: Raw -574686.821646 + Penalty 2784.995271 = -571901.826374
  nChanged 105
		SP:Iteration 20F (35661.930000 sec): 3 clusters
  Score: Raw -574782.440780 + Penalty 2784.995271 = -571997.445508
  nChanged 99
		SP:Iteration 21Q (35662.140000 sec): 3 clusters
  Score: Raw -574864.035758 + Penalty 2784.995271 = -572079.040486
  nChanged 85
		SP:Iteration 22Q (35662.320000 sec): 3 clusters
  Score: Raw -574926.654858 + Penalty 2784.995271 = -572141.659587
  nChanged 64
		SP:Iteration 23Q (35662.500000 sec): 3 clusters
  Score: Raw -574965.007586 + Penalty 2784.995271 = -572180.012315
  nChanged 60
		SP:Iteration 24Q (35662.670000 sec): 3 clusters
  Score: Raw -574993.697430 + Penalty 2784.995271 = -572208.702158
  nChanged 47
		SP:Iteration 25Q (35662.840000 sec): 3 clusters
  Score: Raw -575018.120463 + Penalty 2784.995271 = -572233.125192
  nChanged 42
		SP:Iteration 26Q (35663.030000 sec): 3 clusters
  Score: Raw -575035.193582 + Penalty 2784.995271 = -572250.198310
  nChanged 29
		SP:Iteration 27Q (35663.210000 sec): 3 clusters
  Score: Raw -575043.985848 + Penalty 2784.995271 = -572258.990576
  nChanged 12
		SP:Iteration 28Q (35663.380000 sec): 3 clusters
  Score: Raw -575047.245968 + Penalty 2784.995271 = -572262.250696
  nChanged 11
		SP:Iteration 29Q (35663.580000 sec): 3 clusters
  Score: Raw -575050.028527 + Penalty 2784.995271 = -572265.033256
  nChanged 6
		SP:Iteration 30Q (35663.770000 sec): 3 clusters
  Score: Raw -575051.944278 + Penalty 2784.995271 = -572266.949007
  nChanged 10
		SP:Iteration 31Q (35663.980000 sec): 3 clusters
  Score: Raw -575055.605226 + Penalty 2784.995271 = -572270.609954
  nChanged 9
		SP:Iteration 32Q (35664.190000 sec): 3 clusters
  Score: Raw -575057.844727 + Penalty 2784.995271 = -572272.849456
  nChanged 9
		SP:Iteration 33Q (35664.420000 sec): 3 clusters
  Score: Raw -575060.253183 + Penalty 2784.995271 = -572275.257912
  nChanged 9
		SP:Iteration 34Q (35664.640000 sec): 3 clusters
  Score: Raw -575063.560951 + Penalty 2784.995271 = -572278.565680
  nChanged 11
		SP:Iteration 35Q (35664.850000 sec): 3 clusters
  Score: Raw -575066.385227 + Penalty 2784.995271 = -572281.389956
  nChanged 4
		SP:Iteration 36Q (35665.060000 sec): 3 clusters
  Score: Raw -575067.501617 + Penalty 2784.995271 = -572282.506346
  nChanged 3
		SP:Iteration 37Q (35665.240000 sec): 3 clusters
  Score: Raw -575067.878974 + Penalty 2784.995271 = -572282.883703
  nChanged 1
		SP:Iteration 38Q (35665.440000 sec): 3 clusters
  Score: Raw -575068.228004 + Penalty 2784.995271 = -572283.232733
  nChanged 6
		SP:Iteration 39Q (35665.620000 sec): 3 clusters
  Score: Raw -575070.036634 + Penalty 2784.995271 = -572285.041362
  nChanged 5
		SP:Iteration 40F (35665.830000 sec): 3 clusters
  Score: Raw -575071.135718 + Penalty 2784.995271 = -572286.140446
  nChanged 4
		SP:Iteration 41Q (35666.020000 sec): 3 clusters
  Score: Raw -575071.788403 + Penalty 2784.995271 = -572286.793132
  nChanged 1
		SP:Iteration 42Q (35666.210000 sec): 3 clusters
  Score: Raw -575072.048355 + Penalty 2784.995271 = -572287.053084
  nChanged 1
		SP:Iteration 43Q (35666.370000 sec): 3 clusters
  Score: Raw -575072.193080 + Penalty 2784.995271 = -572287.197809
  nChanged 0
		SP:Iteration 44F (35666.610000 sec): 3 clusters
  Score: Raw -575072.193080 + Penalty 2784.995271 = -572287.197809
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35666.750000 sec): 2 clusters
  Score: Raw -604633.480629 + Penalty 1409.278987 = -603224.201642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35666.980000 sec): 3 clusters
  Score: Raw -601460.414193 + Penalty 2818.557975 = -598641.856218
  nChanged 2479
		SP:Iteration 1F (35667.240000 sec): 3 clusters
  Score: Raw -602908.345370 + Penalty 2818.557975 = -600089.787395
  nChanged 435
		SP:Iteration 2F (35667.450000 sec): 3 clusters
  Score: Raw -603183.368521 + Penalty 2818.557975 = -600364.810547
  nChanged 364
		SP:Iteration 3F (35667.640000 sec): 3 clusters
  Score: Raw -603411.553468 + Penalty 2818.557975 = -600592.995494
  nChanged 318
		SP:Iteration 4F (35667.870000 sec): 3 clusters
  Score: Raw -603620.400448 + Penalty 2818.557975 = -600801.842473
  nChanged 270
		SP:Iteration 5Q (35668.070000 sec): 3 clusters
  Score: Raw -603791.657317 + Penalty 2818.557975 = -600973.099342
  nChanged 236
		SP:Iteration 6Q (35668.250000 sec): 3 clusters
  Score: Raw -603939.877817 + Penalty 2818.557975 = -601121.319842
  nChanged 215
		SP:Iteration 7Q (35668.450000 sec): 3 clusters
  Score: Raw -604069.053881 + Penalty 2818.557975 = -601250.495906
  nChanged 206
		SP:Iteration 8Q (35668.640000 sec): 3 clusters
  Score: Raw -604204.108040 + Penalty 2818.557975 = -601385.550065
  nChanged 206
		SP:Iteration 9Q (35668.880000 sec): 3 clusters
  Score: Raw -604337.112735 + Penalty 2818.557975 = -601518.554760
  nChanged 186
		SP:Iteration 10Q (35669.050000 sec): 3 clusters
  Score: Raw -604459.881308 + Penalty 2818.557975 = -601641.323334
  nChanged 167
		SP:Iteration 11Q (35669.270000 sec): 3 clusters
  Score: Raw -604580.221819 + Penalty 2818.557975 = -601761.663844
  nChanged 175
		SP:Iteration 12Q (35669.500000 sec): 3 clusters
  Score: Raw -604710.759287 + Penalty 2818.557975 = -601892.201313
  nChanged 170
		SP:Iteration 13Q (35669.710000 sec): 3 clusters
  Score: Raw -604827.991146 + Penalty 2818.557975 = -602009.433172
  nChanged 152
		SP:Iteration 14Q (35669.900000 sec): 3 clusters
  Score: Raw -604929.061588 + Penalty 2818.557975 = -602110.503613
  nChanged 123
		SP:Iteration 15Q (35670.090000 sec): 3 clusters
  Score: Raw -605000.666737 + Penalty 2818.557975 = -602182.108762
  nChanged 108
		SP:Iteration 16Q (35670.250000 sec): 3 clusters
  Score: Raw -605065.120960 + Penalty 2818.557975 = -602246.562985
  nChanged 115
		SP:Iteration 17Q (35670.500000 sec): 3 clusters
  Score: Raw -605147.005396 + Penalty 2818.557975 = -602328.447421
  nChanged 98
		SP:Iteration 18Q (35670.700000 sec): 3 clusters
  Score: Raw -605201.705391 + Penalty 2818.557975 = -602383.147416
  nChanged 64
		SP:Iteration 19Q (35670.870000 sec): 3 clusters
  Score: Raw -605230.766012 + Penalty 2818.557975 = -602412.208038
  nChanged 48
		SP:Iteration 20F (35671.090000 sec): 3 clusters
  Score: Raw -605250.266860 + Penalty 2818.557975 = -602431.708886
  nChanged 41
		SP:Iteration 21Q (35671.290000 sec): 3 clusters
  Score: Raw -605268.349959 + Penalty 2818.557975 = -602449.791985
  nChanged 45
		SP:Iteration 22Q (35671.530000 sec): 3 clusters
  Score: Raw -605287.147014 + Penalty 2818.557975 = -602468.589040
  nChanged 33
		SP:Iteration 23Q (35671.690000 sec): 3 clusters
  Score: Raw -605302.156274 + Penalty 2818.557975 = -602483.598300
  nChanged 40
		SP:Iteration 24Q (35671.930000 sec): 3 clusters
  Score: Raw -605317.205746 + Penalty 2818.557975 = -602498.647772
  nChanged 32
		SP:Iteration 25Q (35672.090000 sec): 3 clusters
  Score: Raw -605329.078127 + Penalty 2818.557975 = -602510.520153
  nChanged 32
		SP:Iteration 26Q (35672.330000 sec): 3 clusters
  Score: Raw -605339.307124 + Penalty 2818.557975 = -602520.749149
  nChanged 27
		SP:Iteration 27Q (35672.530000 sec): 3 clusters
  Score: Raw -605349.013511 + Penalty 2818.557975 = -602530.455536
  nChanged 27
		SP:Iteration 28Q (35672.750000 sec): 3 clusters
  Score: Raw -605360.274556 + Penalty 2818.557975 = -602541.716582
  nChanged 30
		SP:Iteration 29Q (35672.930000 sec): 3 clusters
  Score: Raw -605370.985071 + Penalty 2818.557975 = -602552.427097
  nChanged 30
		SP:Iteration 30Q (35673.120000 sec): 3 clusters
  Score: Raw -605380.488163 + Penalty 2818.557975 = -602561.930188
  nChanged 17
		SP:Iteration 31Q (35673.290000 sec): 3 clusters
  Score: Raw -605386.362478 + Penalty 2818.557975 = -602567.804503
  nChanged 17
		SP:Iteration 32Q (35673.460000 sec): 3 clusters
  Score: Raw -605390.676496 + Penalty 2818.557975 = -602572.118522
  nChanged 13
		SP:Iteration 33Q (35673.650000 sec): 3 clusters
  Score: Raw -605393.538652 + Penalty 2818.557975 = -602574.980678
  nChanged 6
		SP:Iteration 34Q (35673.820000 sec): 3 clusters
  Score: Raw -605395.361954 + Penalty 2818.557975 = -602576.803979
  nChanged 7
		SP:Iteration 35Q (35674.030000 sec): 3 clusters
  Score: Raw -605397.252713 + Penalty 2818.557975 = -602578.694738
  nChanged 9
		SP:Iteration 36Q (35674.220000 sec): 3 clusters
  Score: Raw -605399.623475 + Penalty 2818.557975 = -602581.065500
  nChanged 2
		SP:Iteration 37Q (35674.400000 sec): 3 clusters
  Score: Raw -605400.188204 + Penalty 2818.557975 = -602581.630230
  nChanged 1
		SP:Iteration 38Q (35674.570000 sec): 3 clusters
  Score: Raw -605400.317235 + Penalty 2818.557975 = -602581.759260
  nChanged 1
		SP:Iteration 39Q (35674.760000 sec): 3 clusters
  Score: Raw -605400.416733 + Penalty 2818.557975 = -602581.858758
  nChanged 1
		SP:Iteration 40F (35674.990000 sec): 3 clusters
  Score: Raw -605400.603878 + Penalty 2818.557975 = -602582.045904
  nChanged 2
		SP:Iteration 41Q (35675.200000 sec): 3 clusters
  Score: Raw -605401.140834 + Penalty 2818.557975 = -602582.582860
  nChanged 1
		SP:Iteration 42Q (35675.450000 sec): 3 clusters
  Score: Raw -605401.517620 + Penalty 2818.557975 = -602582.959646
  nChanged 4
		SP:Iteration 43Q (35675.640000 sec): 3 clusters
  Score: Raw -605403.087257 + Penalty 2818.557975 = -602584.529282
  nChanged 4
		SP:Iteration 44Q (35675.820000 sec): 3 clusters
  Score: Raw -605404.010135 + Penalty 2818.557975 = -602585.452161
  nChanged 3
		SP:Iteration 45Q (35675.990000 sec): 3 clusters
  Score: Raw -605404.717120 + Penalty 2818.557975 = -602586.159145
  nChanged 4
		SP:Iteration 46Q (35676.240000 sec): 3 clusters
  Score: Raw -605405.672061 + Penalty 2818.557975 = -602587.114087
  nChanged 4
		SP:Iteration 47Q (35676.410000 sec): 3 clusters
  Score: Raw -605406.435821 + Penalty 2818.557975 = -602587.877846
  nChanged 1
		SP:Iteration 48Q (35676.640000 sec): 3 clusters
  Score: Raw -605406.648449 + Penalty 2818.557975 = -602588.090474
  nChanged 2
		SP:Iteration 49Q (35676.890000 sec): 3 clusters
  Score: Raw -605406.818489 + Penalty 2818.557975 = -602588.260515
  nChanged 1
		SP:Iteration 50Q (35677.130000 sec): 3 clusters
  Score: Raw -605407.241746 + Penalty 2818.557975 = -602588.683772
  nChanged 2
		SP:Iteration 51Q (35677.330000 sec): 3 clusters
  Score: Raw -605407.755264 + Penalty 2818.557975 = -602589.197289
  nChanged 2
		SP:Iteration 52Q (35677.530000 sec): 3 clusters
  Score: Raw -605408.370544 + Penalty 2818.557975 = -602589.812569
  nChanged 2
		SP:Iteration 53Q (35677.720000 sec): 3 clusters
  Score: Raw -605408.665087 + Penalty 2818.557975 = -602590.107113
  nChanged 0
		SP:Iteration 54F (35677.880000 sec): 3 clusters
  Score: Raw -605408.665087 + Penalty 2818.557975 = -602590.107113
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35678.010000 sec): 2 clusters
  Score: Raw -508595.345531 + Penalty 1355.246518 = -507240.099013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35678.230000 sec): 3 clusters
  Score: Raw -506470.390672 + Penalty 2710.493036 = -503759.897636
  nChanged 1655
		SP:Iteration 1F (35678.440000 sec): 3 clusters
  Score: Raw -507378.563186 + Penalty 2710.493036 = -504668.070150
  nChanged 309
		SP:Iteration 2F (35678.670000 sec): 3 clusters
  Score: Raw -507544.696087 + Penalty 2710.493036 = -504834.203051
  nChanged 214
		SP:Iteration 3F (35678.850000 sec): 3 clusters
  Score: Raw -507654.804686 + Penalty 2710.493036 = -504944.311650
  nChanged 185
		SP:Iteration 4Q (35679.050000 sec): 3 clusters
  Score: Raw -507753.124995 + Penalty 2710.493036 = -505042.631959
  nChanged 158
		SP:Iteration 5Q (35679.210000 sec): 3 clusters
  Score: Raw -507838.506129 + Penalty 2710.493036 = -505128.013093
  nChanged 147
		SP:Iteration 6Q (35679.410000 sec): 3 clusters
  Score: Raw -507919.273509 + Penalty 2710.493036 = -505208.780473
  nChanged 140
		SP:Iteration 7Q (35679.660000 sec): 3 clusters
  Score: Raw -507991.459800 + Penalty 2710.493036 = -505280.966764
  nChanged 112
		SP:Iteration 8Q (35679.870000 sec): 3 clusters
  Score: Raw -508050.537424 + Penalty 2710.493036 = -505340.044388
  nChanged 97
		SP:Iteration 9Q (35680.060000 sec): 3 clusters
  Score: Raw -508097.291370 + Penalty 2710.493036 = -505386.798334
  nChanged 86
		SP:Iteration 10Q (35680.260000 sec): 3 clusters
  Score: Raw -508136.773404 + Penalty 2710.493036 = -505426.280368
  nChanged 70
		SP:Iteration 11Q (35680.420000 sec): 3 clusters
  Score: Raw -508168.335919 + Penalty 2710.493036 = -505457.842883
  nChanged 67
		SP:Iteration 12Q (35680.640000 sec): 3 clusters
  Score: Raw -508191.946281 + Penalty 2710.493036 = -505481.453245
  nChanged 44
		SP:Iteration 13Q (35680.820000 sec): 3 clusters
  Score: Raw -508207.500299 + Penalty 2710.493036 = -505497.007263
  nChanged 44
		SP:Iteration 14Q (35681.020000 sec): 3 clusters
  Score: Raw -508225.986541 + Penalty 2710.493036 = -505515.493505
  nChanged 40
		SP:Iteration 15Q (35681.190000 sec): 3 clusters
  Score: Raw -508240.032999 + Penalty 2710.493036 = -505529.539963
  nChanged 27
		SP:Iteration 16Q (35681.390000 sec): 3 clusters
  Score: Raw -508251.204786 + Penalty 2710.493036 = -505540.711750
  nChanged 37
		SP:Iteration 17Q (35681.550000 sec): 3 clusters
  Score: Raw -508264.172990 + Penalty 2710.493036 = -505553.679954
  nChanged 40
		SP:Iteration 18Q (35681.710000 sec): 3 clusters
  Score: Raw -508280.579713 + Penalty 2710.493036 = -505570.086677
  nChanged 45
		SP:Iteration 19Q (35681.910000 sec): 3 clusters
  Score: Raw -508298.090220 + Penalty 2710.493036 = -505587.597184
  nChanged 40
		SP:Iteration 20F (35682.100000 sec): 3 clusters
  Score: Raw -508314.523148 + Penalty 2710.493036 = -505604.030112
  nChanged 43
		SP:Iteration 21Q (35682.310000 sec): 3 clusters
  Score: Raw -508332.366196 + Penalty 2710.493036 = -505621.873160
  nChanged 39
		SP:Iteration 22Q (35682.490000 sec): 3 clusters
  Score: Raw -508348.605226 + Penalty 2710.493036 = -505638.112190
  nChanged 44
		SP:Iteration 23Q (35682.690000 sec): 3 clusters
  Score: Raw -508368.164712 + Penalty 2710.493036 = -505657.671676
  nChanged 48
		SP:Iteration 24Q (35682.860000 sec): 3 clusters
  Score: Raw -508393.792452 + Penalty 2710.493036 = -505683.299416
  nChanged 49
		SP:Iteration 25Q (35683.060000 sec): 3 clusters
  Score: Raw -508412.945629 + Penalty 2710.493036 = -505702.452594
  nChanged 46
		SP:Iteration 26Q (35683.210000 sec): 3 clusters
  Score: Raw -508433.326550 + Penalty 2710.493036 = -505722.833514
  nChanged 48
		SP:Iteration 27Q (35683.400000 sec): 3 clusters
  Score: Raw -508458.298238 + Penalty 2710.493036 = -505747.805202
  nChanged 52
		SP:Iteration 28Q (35683.620000 sec): 3 clusters
  Score: Raw -508480.438128 + Penalty 2710.493036 = -505769.945092
  nChanged 46
		SP:Iteration 29Q (35683.820000 sec): 3 clusters
  Score: Raw -508502.821280 + Penalty 2710.493036 = -505792.328245
  nChanged 43
		SP:Iteration 30Q (35684.040000 sec): 3 clusters
  Score: Raw -508522.251124 + Penalty 2710.493036 = -505811.758088
  nChanged 41
		SP:Iteration 31Q (35684.300000 sec): 3 clusters
  Score: Raw -508542.286359 + Penalty 2710.493036 = -505831.793323
  nChanged 40
		SP:Iteration 32Q (35684.520000 sec): 3 clusters
  Score: Raw -508558.681222 + Penalty 2710.493036 = -505848.188186
  nChanged 40
		SP:Iteration 33Q (35684.760000 sec): 3 clusters
  Score: Raw -508576.879896 + Penalty 2710.493036 = -505866.386860
  nChanged 34
		SP:Iteration 34Q (35685.030000 sec): 3 clusters
  Score: Raw -508592.364401 + Penalty 2710.493036 = -505881.871365
  nChanged 37
		SP:Iteration 35Q (35685.270000 sec): 3 clusters
  Score: Raw -508605.618982 + Penalty 2710.493036 = -505895.125946
  nChanged 26
		SP:Iteration 36Q (35685.500000 sec): 3 clusters
  Score: Raw -508613.983968 + Penalty 2710.493036 = -505903.490932
  nChanged 14
		SP:Iteration 37Q (35685.680000 sec): 3 clusters
  Score: Raw -508618.785185 + Penalty 2710.493036 = -505908.292149
  nChanged 12
		SP:Iteration 38Q (35685.900000 sec): 3 clusters
  Score: Raw -508622.455293 + Penalty 2710.493036 = -505911.962257
  nChanged 8
		SP:Iteration 39Q (35686.140000 sec): 3 clusters
  Score: Raw -508624.203367 + Penalty 2710.493036 = -505913.710331
  nChanged 3
		SP:Iteration 40F (35686.370000 sec): 3 clusters
  Score: Raw -508624.983020 + Penalty 2710.493036 = -505914.489984
  nChanged 4
		SP:Iteration 41Q (35686.570000 sec): 3 clusters
  Score: Raw -508626.398080 + Penalty 2710.493036 = -505915.905044
  nChanged 6
		SP:Iteration 42Q (35686.740000 sec): 3 clusters
  Score: Raw -508628.660890 + Penalty 2710.493036 = -505918.167854
  nChanged 8
		SP:Iteration 43Q (35686.990000 sec): 3 clusters
  Score: Raw -508631.648657 + Penalty 2710.493036 = -505921.155621
  nChanged 7
		SP:Iteration 44Q (35687.190000 sec): 3 clusters
  Score: Raw -508633.632326 + Penalty 2710.493036 = -505923.139290
  nChanged 4
		SP:Iteration 45Q (35687.430000 sec): 3 clusters
  Score: Raw -508635.668121 + Penalty 2710.493036 = -505925.175085
  nChanged 6
		SP:Iteration 46Q (35687.660000 sec): 3 clusters
  Score: Raw -508638.142660 + Penalty 2710.493036 = -505927.649624
  nChanged 7
		SP:Iteration 47Q (35687.820000 sec): 3 clusters
  Score: Raw -508639.844381 + Penalty 2710.493036 = -505929.351345
  nChanged 7
		SP:Iteration 48Q (35688.070000 sec): 3 clusters
  Score: Raw -508642.038829 + Penalty 2710.493036 = -505931.545793
  nChanged 3
		SP:Iteration 49Q (35688.300000 sec): 3 clusters
  Score: Raw -508642.725825 + Penalty 2710.493036 = -505932.232789
  nChanged 5
		SP:Iteration 50Q (35688.510000 sec): 3 clusters
  Score: Raw -508644.038739 + Penalty 2710.493036 = -505933.545703
  nChanged 4
		SP:Iteration 51Q (35688.700000 sec): 3 clusters
  Score: Raw -508645.926830 + Penalty 2710.493036 = -505935.433794
  nChanged 3
		SP:Iteration 52Q (35688.930000 sec): 3 clusters
  Score: Raw -508646.778897 + Penalty 2710.493036 = -505936.285861
  nChanged 2
		SP:Iteration 53Q (35689.100000 sec): 3 clusters
  Score: Raw -508647.314229 + Penalty 2710.493036 = -505936.821193
  nChanged 1
		SP:Iteration 54Q (35689.340000 sec): 3 clusters
  Score: Raw -508647.495336 + Penalty 2710.493036 = -505937.002300
  nChanged 0
		SP:Iteration 55F (35689.620000 sec): 3 clusters
  Score: Raw -508647.495336 + Penalty 2710.493036 = -505937.002300
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35689.720000 sec): 2 clusters
  Score: Raw -701094.738481 + Penalty 1406.924686 = -699687.813795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35689.940000 sec): 3 clusters
  Score: Raw -698048.349080 + Penalty 2813.849372 = -695234.499708
  nChanged 2359
		SP:Iteration 1F (35690.150000 sec): 3 clusters
  Score: Raw -699351.566855 + Penalty 2813.849372 = -696537.717483
  nChanged 431
		SP:Iteration 2F (35690.380000 sec): 3 clusters
  Score: Raw -699563.866356 + Penalty 2813.849372 = -696750.016984
  nChanged 349
		SP:Iteration 3F (35690.630000 sec): 3 clusters
  Score: Raw -699758.029100 + Penalty 2813.849372 = -696944.179728
  nChanged 331
		SP:Iteration 4F (35690.820000 sec): 3 clusters
  Score: Raw -699970.000489 + Penalty 2813.849372 = -697156.151117
  nChanged 346
		SP:Iteration 5F (35691.100000 sec): 3 clusters
  Score: Raw -700214.990787 + Penalty 2813.849372 = -697401.141415
  nChanged 304
		SP:Iteration 6F (35691.320000 sec): 3 clusters
  Score: Raw -700430.417427 + Penalty 2813.849372 = -697616.568055
  nChanged 273
		SP:Iteration 7Q (35691.530000 sec): 3 clusters
  Score: Raw -700613.481325 + Penalty 2813.849372 = -697799.631953
  nChanged 235
		SP:Iteration 8Q (35691.750000 sec): 3 clusters
  Score: Raw -700767.223594 + Penalty 2813.849372 = -697953.374222
  nChanged 171
		SP:Iteration 9Q (35692.000000 sec): 3 clusters
  Score: Raw -700879.232256 + Penalty 2813.849372 = -698065.382884
  nChanged 135
		SP:Iteration 10Q (35692.160000 sec): 3 clusters
  Score: Raw -700975.601332 + Penalty 2813.849372 = -698161.751960
  nChanged 116
		SP:Iteration 11Q (35692.370000 sec): 3 clusters
  Score: Raw -701056.223152 + Penalty 2813.849372 = -698242.373780
  nChanged 81
		SP:Iteration 12Q (35692.570000 sec): 3 clusters
  Score: Raw -701111.767599 + Penalty 2813.849372 = -698297.918227
  nChanged 63
		SP:Iteration 13Q (35692.730000 sec): 3 clusters
  Score: Raw -701150.050150 + Penalty 2813.849372 = -698336.200778
  nChanged 39
		SP:Iteration 14Q (35692.990000 sec): 3 clusters
  Score: Raw -701169.442693 + Penalty 2813.849372 = -698355.593321
  nChanged 34
		SP:Iteration 15Q (35693.170000 sec): 3 clusters
  Score: Raw -701192.278336 + Penalty 2813.849372 = -698378.428964
  nChanged 35
		SP:Iteration 16Q (35693.430000 sec): 3 clusters
  Score: Raw -701214.518855 + Penalty 2813.849372 = -698400.669483
  nChanged 30
		SP:Iteration 17Q (35693.640000 sec): 3 clusters
  Score: Raw -701232.052302 + Penalty 2813.849372 = -698418.202930
  nChanged 27
		SP:Iteration 18Q (35693.870000 sec): 3 clusters
  Score: Raw -701244.304574 + Penalty 2813.849372 = -698430.455202
  nChanged 19
		SP:Iteration 19Q (35694.050000 sec): 3 clusters
  Score: Raw -701252.171145 + Penalty 2813.849372 = -698438.321773
  nChanged 15
		SP:Iteration 20F (35694.260000 sec): 3 clusters
  Score: Raw -701262.624153 + Penalty 2813.849372 = -698448.774781
  nChanged 16
		SP:Iteration 21Q (35694.530000 sec): 3 clusters
  Score: Raw -701270.946732 + Penalty 2813.849372 = -698457.097359
  nChanged 11
		SP:Iteration 22Q (35694.740000 sec): 3 clusters
  Score: Raw -701279.701053 + Penalty 2813.849372 = -698465.851681
  nChanged 12
		SP:Iteration 23Q (35694.950000 sec): 3 clusters
  Score: Raw -701287.268970 + Penalty 2813.849372 = -698473.419598
  nChanged 18
		SP:Iteration 24Q (35695.170000 sec): 3 clusters
  Score: Raw -701298.395904 + Penalty 2813.849372 = -698484.546532
  nChanged 8
		SP:Iteration 25Q (35695.370000 sec): 3 clusters
  Score: Raw -701302.875633 + Penalty 2813.849372 = -698489.026261
  nChanged 7
		SP:Iteration 26Q (35695.600000 sec): 3 clusters
  Score: Raw -701305.685214 + Penalty 2813.849372 = -698491.835842
  nChanged 7
		SP:Iteration 27Q (35695.860000 sec): 3 clusters
  Score: Raw -701310.158211 + Penalty 2813.849372 = -698496.308839
  nChanged 10
		SP:Iteration 28Q (35696.130000 sec): 3 clusters
  Score: Raw -701316.480657 + Penalty 2813.849372 = -698502.631285
  nChanged 5
		SP:Iteration 29Q (35696.370000 sec): 3 clusters
  Score: Raw -701319.448975 + Penalty 2813.849372 = -698505.599603
  nChanged 6
		SP:Iteration 30Q (35696.570000 sec): 3 clusters
  Score: Raw -701321.795741 + Penalty 2813.849372 = -698507.946368
  nChanged 5
		SP:Iteration 31Q (35696.800000 sec): 3 clusters
  Score: Raw -701324.604422 + Penalty 2813.849372 = -698510.755050
  nChanged 1
		SP:Iteration 32Q (35697.010000 sec): 3 clusters
  Score: Raw -701325.017593 + Penalty 2813.849372 = -698511.168221
  nChanged 0
		SP:Iteration 33F (35697.210000 sec): 3 clusters
  Score: Raw -701325.017593 + Penalty 2813.849372 = -698511.168221
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35697.330000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35697.560000 sec): 3 clusters
  Score: Raw -11727.050403 + Penalty 1553.215135 = -10173.835268
  nChanged 12
		SP:Iteration 1F (35697.730000 sec): 3 clusters
  Score: Raw -11804.775620 + Penalty 1553.215135 = -10251.560485
  nChanged 3
		SP:Iteration 2Q (35697.930000 sec): 3 clusters
  Score: Raw -11820.737781 + Penalty 1553.215135 = -10267.522646
  nChanged 1
		SP:Iteration 3Q (35698.070000 sec): 3 clusters
  Score: Raw -11833.252316 + Penalty 1553.215135 = -10280.037181
  nChanged 1
		SP:Iteration 4Q (35698.260000 sec): 3 clusters
  Score: Raw -11842.113815 + Penalty 1553.215135 = -10288.898680
  nChanged 0
		SP:Iteration 5F (35698.420000 sec): 3 clusters
  Score: Raw -11842.113815 + Penalty 1553.215135 = -10288.898680
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35698.520000 sec): 2 clusters
  Score: Raw -36727.393251 + Penalty 949.575968 = -35777.817284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35698.710000 sec): 3 clusters
  Score: Raw -36781.107830 + Penalty 1899.151936 = -34881.955895
  nChanged 74
		SP:Iteration 1F (35698.920000 sec): 3 clusters
  Score: Raw -36938.984531 + Penalty 1899.151936 = -35039.832595
  nChanged 20
		SP:Iteration 2F (35699.110000 sec): 3 clusters
  Score: Raw -37003.694428 + Penalty 1899.151936 = -35104.542492
  nChanged 15
		SP:Iteration 3Q (35699.300000 sec): 3 clusters
  Score: Raw -37047.704465 + Penalty 1899.151936 = -35148.552529
  nChanged 8
		SP:Iteration 4Q (35699.460000 sec): 3 clusters
  Score: Raw -37075.646155 + Penalty 1899.151936 = -35176.494219
  nChanged 7
		SP:Iteration 5Q (35699.710000 sec): 3 clusters
  Score: Raw -37098.366033 + Penalty 1899.151936 = -35199.214097
  nChanged 6
		SP:Iteration 6Q (35699.880000 sec): 3 clusters
  Score: Raw -37109.826085 + Penalty 1899.151936 = -35210.674150
  nChanged 0
		SP:Iteration 7F (35700.110000 sec): 3 clusters
  Score: Raw -37109.826085 + Penalty 1899.151936 = -35210.674150
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35700.230000 sec): 2 clusters
  Score: Raw -753527.200553 + Penalty 1411.736762 = -752115.463791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35700.380000 sec): 3 clusters
  Score: Raw -750426.263171 + Penalty 2823.473524 = -747602.789646
  nChanged 2387
		SP:Iteration 1F (35700.550000 sec): 3 clusters
  Score: Raw -751651.859317 + Penalty 2823.473524 = -748828.385793
  nChanged 404
		SP:Iteration 2F (35700.710000 sec): 3 clusters
  Score: Raw -751846.152371 + Penalty 2823.473524 = -749022.678846
  nChanged 302
		SP:Iteration 3F (35700.870000 sec): 3 clusters
  Score: Raw -751973.858504 + Penalty 2823.473524 = -749150.384980
  nChanged 226
		SP:Iteration 4Q (35701.050000 sec): 3 clusters
  Score: Raw -752057.821549 + Penalty 2823.473524 = -749234.348025
  nChanged 165
		SP:Iteration 5Q (35701.230000 sec): 3 clusters
  Score: Raw -752111.331384 + Penalty 2823.473524 = -749287.857860
  nChanged 127
		SP:Iteration 6Q (35701.380000 sec): 3 clusters
  Score: Raw -752146.026181 + Penalty 2823.473524 = -749322.552657
  nChanged 110
		SP:Iteration 7Q (35701.550000 sec): 3 clusters
  Score: Raw -752180.475344 + Penalty 2823.473524 = -749357.001819
  nChanged 91
		SP:Iteration 8Q (35701.740000 sec): 3 clusters
  Score: Raw -752206.093858 + Penalty 2823.473524 = -749382.620334
  nChanged 90
		SP:Iteration 9Q (35701.930000 sec): 3 clusters
  Score: Raw -752227.511130 + Penalty 2823.473524 = -749404.037605
  nChanged 75
		SP:Iteration 10Q (35702.130000 sec): 3 clusters
  Score: Raw -752242.878737 + Penalty 2823.473524 = -749419.405213
  nChanged 54
		SP:Iteration 11Q (35702.260000 sec): 3 clusters
  Score: Raw -752253.838727 + Penalty 2823.473524 = -749430.365202
  nChanged 53
		SP:Iteration 12Q (35702.480000 sec): 3 clusters
  Score: Raw -752265.270686 + Penalty 2823.473524 = -749441.797161
  nChanged 44
		SP:Iteration 13Q (35702.650000 sec): 3 clusters
  Score: Raw -752275.014905 + Penalty 2823.473524 = -749451.541381
  nChanged 46
		SP:Iteration 14Q (35702.810000 sec): 3 clusters
  Score: Raw -752285.364219 + Penalty 2823.473524 = -749461.890694
  nChanged 49
		SP:Iteration 15Q (35702.940000 sec): 3 clusters
  Score: Raw -752295.659658 + Penalty 2823.473524 = -749472.186134
  nChanged 42
		SP:Iteration 16Q (35703.120000 sec): 3 clusters
  Score: Raw -752303.606415 + Penalty 2823.473524 = -749480.132891
  nChanged 41
		SP:Iteration 17Q (35703.340000 sec): 3 clusters
  Score: Raw -752310.522403 + Penalty 2823.473524 = -749487.048879
  nChanged 30
		SP:Iteration 18Q (35703.470000 sec): 3 clusters
  Score: Raw -752317.188165 + Penalty 2823.473524 = -749493.714640
  nChanged 32
		SP:Iteration 19Q (35703.650000 sec): 3 clusters
  Score: Raw -752324.784115 + Penalty 2823.473524 = -749501.310591
  nChanged 32
		SP:Iteration 20F (35703.820000 sec): 3 clusters
  Score: Raw -752330.775831 + Penalty 2823.473524 = -749507.302306
  nChanged 34
		SP:Iteration 21Q (35704.010000 sec): 3 clusters
  Score: Raw -752337.234095 + Penalty 2823.473524 = -749513.760571
  nChanged 28
		SP:Iteration 22Q (35704.210000 sec): 3 clusters
  Score: Raw -752341.794034 + Penalty 2823.473524 = -749518.320510
  nChanged 40
		SP:Iteration 23Q (35704.370000 sec): 3 clusters
  Score: Raw -752351.844679 + Penalty 2823.473524 = -749528.371155
  nChanged 50
		SP:Iteration 24Q (35704.520000 sec): 3 clusters
  Score: Raw -752362.162766 + Penalty 2823.473524 = -749538.689242
  nChanged 38
		SP:Iteration 25Q (35704.700000 sec): 3 clusters
  Score: Raw -752370.973206 + Penalty 2823.473524 = -749547.499681
  nChanged 48
		SP:Iteration 26Q (35704.860000 sec): 3 clusters
  Score: Raw -752380.639135 + Penalty 2823.473524 = -749557.165610
  nChanged 45
		SP:Iteration 27Q (35705.040000 sec): 3 clusters
  Score: Raw -752390.053826 + Penalty 2823.473524 = -749566.580302
  nChanged 47
		SP:Iteration 28Q (35705.230000 sec): 3 clusters
  Score: Raw -752402.656663 + Penalty 2823.473524 = -749579.183139
  nChanged 61
		SP:Iteration 29Q (35705.400000 sec): 3 clusters
  Score: Raw -752417.802353 + Penalty 2823.473524 = -749594.328829
  nChanged 65
		SP:Iteration 30Q (35705.580000 sec): 3 clusters
  Score: Raw -752433.641177 + Penalty 2823.473524 = -749610.167653
  nChanged 68
		SP:Iteration 31Q (35705.730000 sec): 3 clusters
  Score: Raw -752452.390703 + Penalty 2823.473524 = -749628.917178
  nChanged 80
		SP:Iteration 32Q (35705.910000 sec): 3 clusters
  Score: Raw -752479.016630 + Penalty 2823.473524 = -749655.543106
  nChanged 82
		SP:Iteration 33Q (35706.030000 sec): 3 clusters
  Score: Raw -752502.538654 + Penalty 2823.473524 = -749679.065130
  nChanged 93
		SP:Iteration 34Q (35706.200000 sec): 3 clusters
  Score: Raw -752533.051109 + Penalty 2823.473524 = -749709.577585
  nChanged 101
		SP:Iteration 35Q (35706.390000 sec): 3 clusters
  Score: Raw -752570.233300 + Penalty 2823.473524 = -749746.759776
  nChanged 137
		SP:Iteration 36Q (35706.610000 sec): 3 clusters
  Score: Raw -752629.853770 + Penalty 2823.473524 = -749806.380246
  nChanged 134
		SP:Iteration 37Q (35706.740000 sec): 3 clusters
  Score: Raw -752687.159732 + Penalty 2823.473524 = -749863.686208
  nChanged 136
		SP:Iteration 38Q (35706.910000 sec): 3 clusters
  Score: Raw -752749.016910 + Penalty 2823.473524 = -749925.543386
  nChanged 147
		SP:Iteration 39Q (35707.100000 sec): 3 clusters
  Score: Raw -752817.213646 + Penalty 2823.473524 = -749993.740122
  nChanged 157
		SP:Iteration 40F (35707.280000 sec): 3 clusters
  Score: Raw -752911.618230 + Penalty 2823.473524 = -750088.144706
  nChanged 171
		SP:Iteration 41Q (35707.460000 sec): 3 clusters
  Score: Raw -753029.160411 + Penalty 2823.473524 = -750205.686886
  nChanged 173
		SP:Iteration 42Q (35707.610000 sec): 3 clusters
  Score: Raw -753158.170524 + Penalty 2823.473524 = -750334.697000
  nChanged 150
		SP:Iteration 43Q (35707.750000 sec): 3 clusters
  Score: Raw -753263.237658 + Penalty 2823.473524 = -750439.764134
  nChanged 133
		SP:Iteration 44Q (35707.900000 sec): 3 clusters
  Score: Raw -753354.277738 + Penalty 2823.473524 = -750530.804214
  nChanged 125
		SP:Iteration 45Q (35708.070000 sec): 3 clusters
  Score: Raw -753451.766809 + Penalty 2823.473524 = -750628.293285
  nChanged 97
		SP:Iteration 46Q (35708.260000 sec): 3 clusters
  Score: Raw -753526.598860 + Penalty 2823.473524 = -750703.125336
  nChanged 83
		SP:Iteration 47Q (35708.430000 sec): 3 clusters
  Score: Raw -753596.435422 + Penalty 2823.473524 = -750772.961898
  nChanged 58
		SP:Iteration 48Q (35708.560000 sec): 3 clusters
  Score: Raw -753634.396307 + Penalty 2823.473524 = -750810.922782
  nChanged 35
		SP:Iteration 49Q (35708.750000 sec): 3 clusters
  Score: Raw -753653.009325 + Penalty 2823.473524 = -750829.535801
  nChanged 27
		SP:Iteration 50Q (35708.870000 sec): 3 clusters
  Score: Raw -753667.346411 + Penalty 2823.473524 = -750843.872887
  nChanged 16
		SP:Iteration 51Q (35709.020000 sec): 3 clusters
  Score: Raw -753675.955951 + Penalty 2823.473524 = -750852.482427
  nChanged 12
		SP:Iteration 52Q (35709.190000 sec): 3 clusters
  Score: Raw -753681.480223 + Penalty 2823.473524 = -750858.006699
  nChanged 7
		SP:Iteration 53Q (35709.330000 sec): 3 clusters
  Score: Raw -753684.806764 + Penalty 2823.473524 = -750861.333240
  nChanged 7
		SP:Iteration 54Q (35709.520000 sec): 3 clusters
  Score: Raw -753688.985671 + Penalty 2823.473524 = -750865.512146
  nChanged 4
		SP:Iteration 55Q (35709.690000 sec): 3 clusters
  Score: Raw -753690.879236 + Penalty 2823.473524 = -750867.405712
  nChanged 5
		SP:Iteration 56Q (35709.910000 sec): 3 clusters
  Score: Raw -753693.564501 + Penalty 2823.473524 = -750870.090977
  nChanged 5
		SP:Iteration 57Q (35710.080000 sec): 3 clusters
  Score: Raw -753697.909135 + Penalty 2823.473524 = -750874.435610
  nChanged 7
		SP:Iteration 58Q (35710.270000 sec): 3 clusters
  Score: Raw -753701.753850 + Penalty 2823.473524 = -750878.280325
  nChanged 7
		SP:Iteration 59Q (35710.470000 sec): 3 clusters
  Score: Raw -753703.962128 + Penalty 2823.473524 = -750880.488604
  nChanged 4
		SP:Iteration 60F (35710.770000 sec): 3 clusters
  Score: Raw -753706.323262 + Penalty 2823.473524 = -750882.849737
  nChanged 3
		SP:Iteration 61Q (35710.990000 sec): 3 clusters
  Score: Raw -753708.733771 + Penalty 2823.473524 = -750885.260247
  nChanged 6
		SP:Iteration 62Q (35711.150000 sec): 3 clusters
  Score: Raw -753711.527949 + Penalty 2823.473524 = -750888.054425
  nChanged 7
		SP:Iteration 63Q (35711.380000 sec): 3 clusters
  Score: Raw -753714.069400 + Penalty 2823.473524 = -750890.595876
  nChanged 4
		SP:Iteration 64Q (35711.630000 sec): 3 clusters
  Score: Raw -753717.057129 + Penalty 2823.473524 = -750893.583605
  nChanged 5
		SP:Iteration 65Q (35711.830000 sec): 3 clusters
  Score: Raw -753719.657912 + Penalty 2823.473524 = -750896.184388
  nChanged 1
		SP:Iteration 66Q (35712.000000 sec): 3 clusters
  Score: Raw -753720.009115 + Penalty 2823.473524 = -750896.535591
  nChanged 1
		SP:Iteration 67Q (35712.220000 sec): 3 clusters
  Score: Raw -753720.720229 + Penalty 2823.473524 = -750897.246704
  nChanged 1
		SP:Iteration 68Q (35712.490000 sec): 3 clusters
  Score: Raw -753720.890184 + Penalty 2823.473524 = -750897.416660
  nChanged 0
		SP:Iteration 69F (35712.730000 sec): 3 clusters
  Score: Raw -753720.890184 + Penalty 2823.473524 = -750897.416660
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35712.890000 sec): 2 clusters
  Score: Raw -1055315.704788 + Penalty 1480.585148 = -1053835.119640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35713.240000 sec): 3 clusters
  Score: Raw -1050237.122624 + Penalty 2961.170296 = -1047275.952328
  nChanged 3846
		SP:Iteration 1F (35713.460000 sec): 3 clusters
  Score: Raw -1052472.363209 + Penalty 2961.170296 = -1049511.192913
  nChanged 730
		SP:Iteration 2F (35713.660000 sec): 3 clusters
  Score: Raw -1053023.124304 + Penalty 2961.170296 = -1050061.954008
  nChanged 730
		SP:Iteration 3F (35713.910000 sec): 3 clusters
  Score: Raw -1053652.163977 + Penalty 2961.170296 = -1050690.993681
  nChanged 726
		SP:Iteration 4F (35714.150000 sec): 3 clusters
  Score: Raw -1054319.822697 + Penalty 2961.170296 = -1051358.652401
  nChanged 695
		SP:Iteration 5F (35714.360000 sec): 3 clusters
  Score: Raw -1054879.407457 + Penalty 2961.170296 = -1051918.237162
  nChanged 574
		SP:Iteration 6F (35714.590000 sec): 3 clusters
  Score: Raw -1055304.999222 + Penalty 2961.170296 = -1052343.828926
  nChanged 398
		SP:Iteration 7Q (35714.830000 sec): 3 clusters
  Score: Raw -1055558.391735 + Penalty 2961.170296 = -1052597.221439
  nChanged 252
		SP:Iteration 8Q (35715.150000 sec): 3 clusters
  Score: Raw -1055728.412849 + Penalty 2961.170296 = -1052767.242553
  nChanged 176
		SP:Iteration 9Q (35715.440000 sec): 3 clusters
  Score: Raw -1055872.911695 + Penalty 2961.170296 = -1052911.741399
  nChanged 138
		SP:Iteration 10Q (35715.660000 sec): 3 clusters
  Score: Raw -1055989.906187 + Penalty 2961.170296 = -1053028.735891
  nChanged 102
		SP:Iteration 11Q (35715.860000 sec): 3 clusters
  Score: Raw -1056045.599243 + Penalty 2961.170296 = -1053084.428947
  nChanged 76
		SP:Iteration 12Q (35716.040000 sec): 3 clusters
  Score: Raw -1056077.076708 + Penalty 2961.170296 = -1053115.906412
  nChanged 67
		SP:Iteration 13Q (35716.310000 sec): 3 clusters
  Score: Raw -1056100.526920 + Penalty 2961.170296 = -1053139.356624
  nChanged 38
		SP:Iteration 14Q (35716.590000 sec): 3 clusters
  Score: Raw -1056110.214327 + Penalty 2961.170296 = -1053149.044031
  nChanged 29
		SP:Iteration 15Q (35716.780000 sec): 3 clusters
  Score: Raw -1056116.519051 + Penalty 2961.170296 = -1053155.348755
  nChanged 22
		SP:Iteration 16Q (35717.010000 sec): 3 clusters
  Score: Raw -1056120.143197 + Penalty 2961.170296 = -1053158.972901
  nChanged 10
		SP:Iteration 17Q (35717.250000 sec): 3 clusters
  Score: Raw -1056122.280898 + Penalty 2961.170296 = -1053161.110602
  nChanged 14
		SP:Iteration 18Q (35717.450000 sec): 3 clusters
  Score: Raw -1056125.224721 + Penalty 2961.170296 = -1053164.054425
  nChanged 13
		SP:Iteration 19Q (35717.670000 sec): 3 clusters
  Score: Raw -1056128.010070 + Penalty 2961.170296 = -1053166.839774
  nChanged 15
		SP:Iteration 20F (35717.920000 sec): 3 clusters
  Score: Raw -1056130.610357 + Penalty 2961.170296 = -1053169.440061
  nChanged 13
		SP:Iteration 21Q (35718.150000 sec): 3 clusters
  Score: Raw -1056133.101350 + Penalty 2961.170296 = -1053171.931054
  nChanged 13
		SP:Iteration 22Q (35718.350000 sec): 3 clusters
  Score: Raw -1056135.175302 + Penalty 2961.170296 = -1053174.005006
  nChanged 17
		SP:Iteration 23Q (35718.550000 sec): 3 clusters
  Score: Raw -1056139.516697 + Penalty 2961.170296 = -1053178.346401
  nChanged 20
		SP:Iteration 24Q (35718.750000 sec): 3 clusters
  Score: Raw -1056144.207912 + Penalty 2961.170296 = -1053183.037616
  nChanged 15
		SP:Iteration 25Q (35719.020000 sec): 3 clusters
  Score: Raw -1056147.044606 + Penalty 2961.170296 = -1053185.874310
  nChanged 10
		SP:Iteration 26Q (35719.250000 sec): 3 clusters
  Score: Raw -1056148.695179 + Penalty 2961.170296 = -1053187.524883
  nChanged 7
		SP:Iteration 27Q (35719.470000 sec): 3 clusters
  Score: Raw -1056149.621666 + Penalty 2961.170296 = -1053188.451370
  nChanged 7
		SP:Iteration 28Q (35719.640000 sec): 3 clusters
  Score: Raw -1056150.577475 + Penalty 2961.170296 = -1053189.407179
  nChanged 3
		SP:Iteration 29Q (35719.850000 sec): 3 clusters
  Score: Raw -1056151.145420 + Penalty 2961.170296 = -1053189.975124
  nChanged 5
		SP:Iteration 30Q (35720.050000 sec): 3 clusters
  Score: Raw -1056152.296192 + Penalty 2961.170296 = -1053191.125896
  nChanged 6
		SP:Iteration 31Q (35720.250000 sec): 3 clusters
  Score: Raw -1056154.119680 + Penalty 2961.170296 = -1053192.949384
  nChanged 12
		SP:Iteration 32Q (35720.450000 sec): 3 clusters
  Score: Raw -1056157.937058 + Penalty 2961.170296 = -1053196.766762
  nChanged 12
		SP:Iteration 33Q (35720.660000 sec): 3 clusters
  Score: Raw -1056161.432591 + Penalty 2961.170296 = -1053200.262295
  nChanged 16
		SP:Iteration 34Q (35720.910000 sec): 3 clusters
  Score: Raw -1056166.335975 + Penalty 2961.170296 = -1053205.165679
  nChanged 14
		SP:Iteration 35Q (35721.120000 sec): 3 clusters
  Score: Raw -1056169.588674 + Penalty 2961.170296 = -1053208.418378
  nChanged 13
		SP:Iteration 36Q (35721.370000 sec): 3 clusters
  Score: Raw -1056172.017143 + Penalty 2961.170296 = -1053210.846847
  nChanged 6
		SP:Iteration 37Q (35721.590000 sec): 3 clusters
  Score: Raw -1056172.761642 + Penalty 2961.170296 = -1053211.591346
  nChanged 4
		SP:Iteration 38Q (35721.810000 sec): 3 clusters
  Score: Raw -1056173.125730 + Penalty 2961.170296 = -1053211.955434
  nChanged 2
		SP:Iteration 39Q (35722.070000 sec): 3 clusters
  Score: Raw -1056173.420935 + Penalty 2961.170296 = -1053212.250639
  nChanged 4
		SP:Iteration 40F (35722.330000 sec): 3 clusters
  Score: Raw -1056174.037614 + Penalty 2961.170296 = -1053212.867318
  nChanged 6
		SP:Iteration 41Q (35722.550000 sec): 3 clusters
  Score: Raw -1056174.885916 + Penalty 2961.170296 = -1053213.715620
  nChanged 0
		SP:Iteration 42F (35722.780000 sec): 3 clusters
  Score: Raw -1056174.885916 + Penalty 2961.170296 = -1053213.715620
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35722.920000 sec): 2 clusters
  Score: Raw -681270.951286 + Penalty 1402.546835 = -679868.404451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35723.170000 sec): 3 clusters
  Score: Raw -678295.878675 + Penalty 2805.093670 = -675490.785005
  nChanged 2305
		SP:Iteration 1F (35723.340000 sec): 3 clusters
  Score: Raw -679593.773600 + Penalty 2805.093670 = -676788.679929
  nChanged 463
		SP:Iteration 2F (35723.610000 sec): 3 clusters
  Score: Raw -679962.466808 + Penalty 2805.093670 = -677157.373137
  nChanged 460
		SP:Iteration 3F (35723.830000 sec): 3 clusters
  Score: Raw -680369.819712 + Penalty 2805.093670 = -677564.726041
  nChanged 451
		SP:Iteration 4F (35724.060000 sec): 3 clusters
  Score: Raw -680787.083791 + Penalty 2805.093670 = -677981.990120
  nChanged 369
		SP:Iteration 5F (35724.320000 sec): 3 clusters
  Score: Raw -681089.419760 + Penalty 2805.093670 = -678284.326090
  nChanged 292
		SP:Iteration 6F (35724.530000 sec): 3 clusters
  Score: Raw -681315.010683 + Penalty 2805.093670 = -678509.917013
  nChanged 220
		SP:Iteration 7Q (35724.750000 sec): 3 clusters
  Score: Raw -681476.601289 + Penalty 2805.093670 = -678671.507619
  nChanged 174
		SP:Iteration 8Q (35724.970000 sec): 3 clusters
  Score: Raw -681568.355443 + Penalty 2805.093670 = -678763.261773
  nChanged 119
		SP:Iteration 9Q (35725.190000 sec): 3 clusters
  Score: Raw -681632.999497 + Penalty 2805.093670 = -678827.905827
  nChanged 114
		SP:Iteration 10Q (35725.420000 sec): 3 clusters
  Score: Raw -681691.123286 + Penalty 2805.093670 = -678886.029616
  nChanged 92
		SP:Iteration 11Q (35725.630000 sec): 3 clusters
  Score: Raw -681730.626106 + Penalty 2805.093670 = -678925.532435
  nChanged 92
		SP:Iteration 12Q (35725.830000 sec): 3 clusters
  Score: Raw -681767.885436 + Penalty 2805.093670 = -678962.791766
  nChanged 73
		SP:Iteration 13Q (35726.040000 sec): 3 clusters
  Score: Raw -681794.803051 + Penalty 2805.093670 = -678989.709381
  nChanged 61
		SP:Iteration 14Q (35726.250000 sec): 3 clusters
  Score: Raw -681816.841585 + Penalty 2805.093670 = -679011.747915
  nChanged 57
		SP:Iteration 15Q (35726.470000 sec): 3 clusters
  Score: Raw -681836.106691 + Penalty 2805.093670 = -679031.013021
  nChanged 50
		SP:Iteration 16Q (35726.700000 sec): 3 clusters
  Score: Raw -681855.755685 + Penalty 2805.093670 = -679050.662015
  nChanged 55
		SP:Iteration 17Q (35726.910000 sec): 3 clusters
  Score: Raw -681873.533188 + Penalty 2805.093670 = -679068.439517
  nChanged 51
		SP:Iteration 18Q (35727.180000 sec): 3 clusters
  Score: Raw -681888.735535 + Penalty 2805.093670 = -679083.641864
  nChanged 55
		SP:Iteration 19Q (35727.380000 sec): 3 clusters
  Score: Raw -681907.419738 + Penalty 2805.093670 = -679102.326068
  nChanged 58
		SP:Iteration 20F (35727.560000 sec): 3 clusters
  Score: Raw -681925.957334 + Penalty 2805.093670 = -679120.863663
  nChanged 55
		SP:Iteration 21Q (35727.750000 sec): 3 clusters
  Score: Raw -681944.327054 + Penalty 2805.093670 = -679139.233383
  nChanged 50
		SP:Iteration 22Q (35727.960000 sec): 3 clusters
  Score: Raw -681962.024857 + Penalty 2805.093670 = -679156.931187
  nChanged 49
		SP:Iteration 23Q (35728.180000 sec): 3 clusters
  Score: Raw -681979.814023 + Penalty 2805.093670 = -679174.720353
  nChanged 46
		SP:Iteration 24Q (35728.480000 sec): 3 clusters
  Score: Raw -681997.346206 + Penalty 2805.093670 = -679192.252536
  nChanged 51
		SP:Iteration 25Q (35728.690000 sec): 3 clusters
  Score: Raw -682020.618798 + Penalty 2805.093670 = -679215.525128
  nChanged 47
		SP:Iteration 26Q (35728.920000 sec): 3 clusters
  Score: Raw -682037.587006 + Penalty 2805.093670 = -679232.493336
  nChanged 44
		SP:Iteration 27Q (35729.130000 sec): 3 clusters
  Score: Raw -682053.671384 + Penalty 2805.093670 = -679248.577714
  nChanged 37
		SP:Iteration 28Q (35729.320000 sec): 3 clusters
  Score: Raw -682067.795756 + Penalty 2805.093670 = -679262.702085
  nChanged 41
		SP:Iteration 29Q (35729.530000 sec): 3 clusters
  Score: Raw -682083.133091 + Penalty 2805.093670 = -679278.039421
  nChanged 39
		SP:Iteration 30Q (35729.700000 sec): 3 clusters
  Score: Raw -682097.176336 + Penalty 2805.093670 = -679292.082666
  nChanged 45
		SP:Iteration 31Q (35729.930000 sec): 3 clusters
  Score: Raw -682111.542202 + Penalty 2805.093670 = -679306.448531
  nChanged 29
		SP:Iteration 32Q (35730.120000 sec): 3 clusters
  Score: Raw -682119.373487 + Penalty 2805.093670 = -679314.279817
  nChanged 27
		SP:Iteration 33Q (35730.280000 sec): 3 clusters
  Score: Raw -682126.636500 + Penalty 2805.093670 = -679321.542830
  nChanged 23
		SP:Iteration 34Q (35730.480000 sec): 3 clusters
  Score: Raw -682132.794293 + Penalty 2805.093670 = -679327.700623
  nChanged 15
		SP:Iteration 35Q (35730.750000 sec): 3 clusters
  Score: Raw -682137.249713 + Penalty 2805.093670 = -679332.156043
  nChanged 15
		SP:Iteration 36Q (35730.960000 sec): 3 clusters
  Score: Raw -682141.064168 + Penalty 2805.093670 = -679335.970498
  nChanged 16
		SP:Iteration 37Q (35731.160000 sec): 3 clusters
  Score: Raw -682145.022659 + Penalty 2805.093670 = -679339.928988
  nChanged 13
		SP:Iteration 38Q (35731.400000 sec): 3 clusters
  Score: Raw -682147.990593 + Penalty 2805.093670 = -679342.896922
  nChanged 6
		SP:Iteration 39Q (35731.620000 sec): 3 clusters
  Score: Raw -682149.269288 + Penalty 2805.093670 = -679344.175618
  nChanged 7
		SP:Iteration 40F (35731.800000 sec): 3 clusters
  Score: Raw -682151.094150 + Penalty 2805.093670 = -679346.000480
  nChanged 9
		SP:Iteration 41Q (35732.000000 sec): 3 clusters
  Score: Raw -682152.618056 + Penalty 2805.093670 = -679347.524385
  nChanged 1
		SP:Iteration 42Q (35732.200000 sec): 3 clusters
  Score: Raw -682152.761720 + Penalty 2805.093670 = -679347.668049
  nChanged 2
		SP:Iteration 43Q (35732.400000 sec): 3 clusters
  Score: Raw -682153.187695 + Penalty 2805.093670 = -679348.094025
  nChanged 6
		SP:Iteration 44Q (35732.610000 sec): 3 clusters
  Score: Raw -682154.792714 + Penalty 2805.093670 = -679349.699044
  nChanged 10
		SP:Iteration 45Q (35732.790000 sec): 3 clusters
  Score: Raw -682157.013575 + Penalty 2805.093670 = -679351.919905
  nChanged 8
		SP:Iteration 46Q (35732.990000 sec): 3 clusters
  Score: Raw -682158.729134 + Penalty 2805.093670 = -679353.635463
  nChanged 7
		SP:Iteration 47Q (35733.230000 sec): 3 clusters
  Score: Raw -682160.294791 + Penalty 2805.093670 = -679355.201120
  nChanged 4
		SP:Iteration 48Q (35733.410000 sec): 3 clusters
  Score: Raw -682161.175983 + Penalty 2805.093670 = -679356.082312
  nChanged 4
		SP:Iteration 49Q (35733.630000 sec): 3 clusters
  Score: Raw -682162.177830 + Penalty 2805.093670 = -679357.084160
  nChanged 7
		SP:Iteration 50Q (35733.850000 sec): 3 clusters
  Score: Raw -682163.994830 + Penalty 2805.093670 = -679358.901160
  nChanged 4
		SP:Iteration 51Q (35734.100000 sec): 3 clusters
  Score: Raw -682165.125584 + Penalty 2805.093670 = -679360.031913
  nChanged 4
		SP:Iteration 52Q (35734.290000 sec): 3 clusters
  Score: Raw -682166.224309 + Penalty 2805.093670 = -679361.130639
  nChanged 2
		SP:Iteration 53Q (35734.530000 sec): 3 clusters
  Score: Raw -682166.655039 + Penalty 2805.093670 = -679361.561369
  nChanged 1
		SP:Iteration 54Q (35734.810000 sec): 3 clusters
  Score: Raw -682166.831251 + Penalty 2805.093670 = -679361.737581
  nChanged 1
		SP:Iteration 55Q (35735.020000 sec): 3 clusters
  Score: Raw -682167.003523 + Penalty 2805.093670 = -679361.909853
  nChanged 1
		SP:Iteration 56Q (35735.230000 sec): 3 clusters
  Score: Raw -682167.246216 + Penalty 2805.093670 = -679362.152546
  nChanged 1
		SP:Iteration 57Q (35735.440000 sec): 3 clusters
  Score: Raw -682167.545965 + Penalty 2805.093670 = -679362.452294
  nChanged 1
		SP:Iteration 58Q (35735.660000 sec): 3 clusters
  Score: Raw -682167.704451 + Penalty 2805.093670 = -679362.610780
  nChanged 1
		SP:Iteration 59Q (35735.910000 sec): 3 clusters
  Score: Raw -682167.904772 + Penalty 2805.093670 = -679362.811101
  nChanged 3
		SP:Iteration 60F (35736.100000 sec): 3 clusters
  Score: Raw -682168.530726 + Penalty 2805.093670 = -679363.437056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35736.260000 sec): 2 clusters
  Score: Raw -66735.514661 + Penalty 1027.999289 = -65707.515372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35736.450000 sec): 3 clusters
  Score: Raw -66718.282535 + Penalty 2055.998579 = -64662.283956
  nChanged 149
		SP:Iteration 1F (35736.670000 sec): 3 clusters
  Score: Raw -66922.161564 + Penalty 2055.998579 = -64866.162986
  nChanged 33
		SP:Iteration 2F (35736.850000 sec): 3 clusters
  Score: Raw -66985.563736 + Penalty 2055.998579 = -64929.565158
  nChanged 21
		SP:Iteration 3Q (35737.020000 sec): 3 clusters
  Score: Raw -67042.820692 + Penalty 2055.998579 = -64986.822113
  nChanged 21
		SP:Iteration 4Q (35737.240000 sec): 3 clusters
  Score: Raw -67121.889499 + Penalty 2055.998579 = -65065.890921
  nChanged 20
		SP:Iteration 5Q (35737.400000 sec): 3 clusters
  Score: Raw -67190.182930 + Penalty 2055.998579 = -65134.184351
  nChanged 21
		SP:Iteration 6Q (35737.570000 sec): 3 clusters
  Score: Raw -67314.280121 + Penalty 2055.998579 = -65258.281542
  nChanged 24
		SP:Iteration 7Q (35737.750000 sec): 3 clusters
  Score: Raw -67472.810806 + Penalty 2055.998579 = -65416.812227
  nChanged 11
		SP:Iteration 8Q (35737.890000 sec): 3 clusters
  Score: Raw -67504.304522 + Penalty 2055.998579 = -65448.305943
  nChanged 6
		SP:Iteration 9Q (35738.070000 sec): 3 clusters
  Score: Raw -67524.705207 + Penalty 2055.998579 = -65468.706628
  nChanged 4
		SP:Iteration 10Q (35738.280000 sec): 3 clusters
  Score: Raw -67536.225846 + Penalty 2055.998579 = -65480.227267
  nChanged 1
		SP:Iteration 11Q (35738.440000 sec): 3 clusters
  Score: Raw -67540.757428 + Penalty 2055.998579 = -65484.758849
  nChanged 2
		SP:Iteration 12Q (35738.620000 sec): 3 clusters
  Score: Raw -67544.904810 + Penalty 2055.998579 = -65488.906231
  nChanged 0
		SP:Iteration 13F (35738.850000 sec): 3 clusters
  Score: Raw -67552.086111 + Penalty 2055.998579 = -65496.087532
  nChanged 1
		SP:Iteration 14Q (35739.010000 sec): 3 clusters
  Score: Raw -67562.888303 + Penalty 2055.998579 = -65506.889724
  nChanged 2
		SP:Iteration 15Q (35739.210000 sec): 3 clusters
  Score: Raw -67572.868062 + Penalty 2055.998579 = -65516.869483
  nChanged 0
		SP:Iteration 16F (35739.370000 sec): 3 clusters
  Score: Raw -67572.868062 + Penalty 2055.998579 = -65516.869483
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35739.590000 sec): 2 clusters
  Score: Raw -2196419.934186 + Penalty 1606.174670 = -2194813.759516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35739.890000 sec): 3 clusters
  Score: Raw -2184558.662817 + Penalty 3212.349340 = -2181346.313477
  nChanged 8869
		SP:Iteration 1F (35740.200000 sec): 3 clusters
  Score: Raw -2189589.732099 + Penalty 3212.349340 = -2186377.382759
  nChanged 1238
		SP:Iteration 2F (35740.510000 sec): 3 clusters
  Score: Raw -2190282.997558 + Penalty 3212.349340 = -2187070.648217
  nChanged 1261
		SP:Iteration 3F (35740.780000 sec): 3 clusters
  Score: Raw -2191035.986084 + Penalty 3212.349340 = -2187823.636744
  nChanged 1249
		SP:Iteration 4F (35741.070000 sec): 3 clusters
  Score: Raw -2191765.306330 + Penalty 3212.349340 = -2188552.956989
  nChanged 1165
		SP:Iteration 5F (35741.370000 sec): 3 clusters
  Score: Raw -2192385.555606 + Penalty 3212.349340 = -2189173.206265
  nChanged 1033
		SP:Iteration 6F (35741.690000 sec): 3 clusters
  Score: Raw -2192859.418444 + Penalty 3212.349340 = -2189647.069103
  nChanged 855
		SP:Iteration 7Q (35742.000000 sec): 3 clusters
  Score: Raw -2193214.924021 + Penalty 3212.349340 = -2190002.574680
  nChanged 772
		SP:Iteration 8Q (35742.290000 sec): 3 clusters
  Score: Raw -2193536.326432 + Penalty 3212.349340 = -2190323.977092
  nChanged 658
		SP:Iteration 9Q (35742.640000 sec): 3 clusters
  Score: Raw -2193841.733928 + Penalty 3212.349340 = -2190629.384588
  nChanged 656
		SP:Iteration 10Q (35742.980000 sec): 3 clusters
  Score: Raw -2194109.453485 + Penalty 3212.349340 = -2190897.104144
  nChanged 562
		SP:Iteration 11Q (35743.240000 sec): 3 clusters
  Score: Raw -2194315.125089 + Penalty 3212.349340 = -2191102.775749
  nChanged 452
		SP:Iteration 12Q (35743.590000 sec): 3 clusters
  Score: Raw -2194459.562455 + Penalty 3212.349340 = -2191247.213115
  nChanged 353
		SP:Iteration 13Q (35743.880000 sec): 3 clusters
  Score: Raw -2194554.739284 + Penalty 3212.349340 = -2191342.389944
  nChanged 288
		SP:Iteration 14Q (35744.170000 sec): 3 clusters
  Score: Raw -2194622.440292 + Penalty 3212.349340 = -2191410.090951
  nChanged 260
		SP:Iteration 15Q (35744.470000 sec): 3 clusters
  Score: Raw -2194681.263320 + Penalty 3212.349340 = -2191468.913980
  nChanged 226
		SP:Iteration 16Q (35744.740000 sec): 3 clusters
  Score: Raw -2194725.425418 + Penalty 3212.349340 = -2191513.076078
  nChanged 187
		SP:Iteration 17Q (35745.060000 sec): 3 clusters
  Score: Raw -2194756.452342 + Penalty 3212.349340 = -2191544.103002
  nChanged 147
		SP:Iteration 18Q (35745.310000 sec): 3 clusters
  Score: Raw -2194780.493197 + Penalty 3212.349340 = -2191568.143857
  nChanged 149
		SP:Iteration 19Q (35745.610000 sec): 3 clusters
  Score: Raw -2194800.213777 + Penalty 3212.349340 = -2191587.864436
  nChanged 118
		SP:Iteration 20F (35745.910000 sec): 3 clusters
  Score: Raw -2194816.848445 + Penalty 3212.349340 = -2191604.499105
  nChanged 98
		SP:Iteration 21Q (35746.160000 sec): 3 clusters
  Score: Raw -2194829.266526 + Penalty 3212.349340 = -2191616.917186
  nChanged 80
		SP:Iteration 22Q (35746.510000 sec): 3 clusters
  Score: Raw -2194838.466324 + Penalty 3212.349340 = -2191626.116984
  nChanged 81
		SP:Iteration 23Q (35746.790000 sec): 3 clusters
  Score: Raw -2194849.978672 + Penalty 3212.349340 = -2191637.629332
  nChanged 85
		SP:Iteration 24Q (35747.090000 sec): 3 clusters
  Score: Raw -2194862.201014 + Penalty 3212.349340 = -2191649.851674
  nChanged 76
		SP:Iteration 25Q (35747.370000 sec): 3 clusters
  Score: Raw -2194871.599228 + Penalty 3212.349340 = -2191659.249888
  nChanged 77
		SP:Iteration 26Q (35747.670000 sec): 3 clusters
  Score: Raw -2194883.292426 + Penalty 3212.349340 = -2191670.943085
  nChanged 83
		SP:Iteration 27Q (35747.920000 sec): 3 clusters
  Score: Raw -2194893.958789 + Penalty 3212.349340 = -2191681.609448
  nChanged 87
		SP:Iteration 28Q (35748.200000 sec): 3 clusters
  Score: Raw -2194904.985991 + Penalty 3212.349340 = -2191692.636650
  nChanged 80
		SP:Iteration 29Q (35748.490000 sec): 3 clusters
  Score: Raw -2194916.052543 + Penalty 3212.349340 = -2191703.703202
  nChanged 90
		SP:Iteration 30Q (35748.800000 sec): 3 clusters
  Score: Raw -2194926.835671 + Penalty 3212.349340 = -2191714.486330
  nChanged 94
		SP:Iteration 31Q (35749.030000 sec): 3 clusters
  Score: Raw -2194939.676064 + Penalty 3212.349340 = -2191727.326724
  nChanged 101
		SP:Iteration 32Q (35749.310000 sec): 3 clusters
  Score: Raw -2194954.820667 + Penalty 3212.349340 = -2191742.471327
  nChanged 117
		SP:Iteration 33Q (35749.610000 sec): 3 clusters
  Score: Raw -2194977.051915 + Penalty 3212.349340 = -2191764.702575
  nChanged 111
		SP:Iteration 34Q (35749.870000 sec): 3 clusters
  Score: Raw -2194996.734140 + Penalty 3212.349340 = -2191784.384799
  nChanged 121
		SP:Iteration 35Q (35750.190000 sec): 3 clusters
  Score: Raw -2195015.663151 + Penalty 3212.349340 = -2191803.313810
  nChanged 114
		SP:Iteration 36Q (35750.450000 sec): 3 clusters
  Score: Raw -2195034.605057 + Penalty 3212.349340 = -2191822.255717
  nChanged 110
		SP:Iteration 37Q (35750.720000 sec): 3 clusters
  Score: Raw -2195051.267256 + Penalty 3212.349340 = -2191838.917915
  nChanged 111
		SP:Iteration 38Q (35751.000000 sec): 3 clusters
  Score: Raw -2195070.423664 + Penalty 3212.349340 = -2191858.074324
  nChanged 107
		SP:Iteration 39Q (35751.270000 sec): 3 clusters
  Score: Raw -2195087.302932 + Penalty 3212.349340 = -2191874.953591
  nChanged 104
		SP:Iteration 40F (35751.540000 sec): 3 clusters
  Score: Raw -2195102.878508 + Penalty 3212.349340 = -2191890.529168
  nChanged 118
		SP:Iteration 41Q (35751.830000 sec): 3 clusters
  Score: Raw -2195120.096621 + Penalty 3212.349340 = -2191907.747281
  nChanged 110
		SP:Iteration 42Q (35752.120000 sec): 3 clusters
  Score: Raw -2195135.956877 + Penalty 3212.349340 = -2191923.607537
  nChanged 109
		SP:Iteration 43Q (35752.420000 sec): 3 clusters
  Score: Raw -2195152.965902 + Penalty 3212.349340 = -2191940.616562
  nChanged 117
		SP:Iteration 44Q (35752.720000 sec): 3 clusters
  Score: Raw -2195170.959066 + Penalty 3212.349340 = -2191958.609726
  nChanged 116
		SP:Iteration 45Q (35752.990000 sec): 3 clusters
  Score: Raw -2195188.629414 + Penalty 3212.349340 = -2191976.280074
  nChanged 114
		SP:Iteration 46Q (35753.270000 sec): 3 clusters
  Score: Raw -2195207.045702 + Penalty 3212.349340 = -2191994.696362
  nChanged 125
		SP:Iteration 47Q (35753.630000 sec): 3 clusters
  Score: Raw -2195227.690646 + Penalty 3212.349340 = -2192015.341306
  nChanged 131
		SP:Iteration 48Q (35753.900000 sec): 3 clusters
  Score: Raw -2195248.084152 + Penalty 3212.349340 = -2192035.734812
  nChanged 124
		SP:Iteration 49Q (35754.250000 sec): 3 clusters
  Score: Raw -2195268.004226 + Penalty 3212.349340 = -2192055.654886
  nChanged 126
		SP:Iteration 50Q (35754.510000 sec): 3 clusters
  Score: Raw -2195287.818321 + Penalty 3212.349340 = -2192075.468981
  nChanged 124
		SP:Iteration 51Q (35754.800000 sec): 3 clusters
  Score: Raw -2195307.608121 + Penalty 3212.349340 = -2192095.258781
  nChanged 116
		SP:Iteration 52Q (35755.130000 sec): 3 clusters
  Score: Raw -2195328.534907 + Penalty 3212.349340 = -2192116.185566
  nChanged 131
		SP:Iteration 53Q (35755.360000 sec): 3 clusters
  Score: Raw -2195352.532307 + Penalty 3212.349340 = -2192140.182967
  nChanged 129
		SP:Iteration 54Q (35755.710000 sec): 3 clusters
  Score: Raw -2195375.366505 + Penalty 3212.349340 = -2192163.017165
  nChanged 148
		SP:Iteration 55Q (35755.920000 sec): 3 clusters
  Score: Raw -2195406.845947 + Penalty 3212.349340 = -2192194.496606
  nChanged 173
		SP:Iteration 56Q (35756.250000 sec): 3 clusters
  Score: Raw -2195449.564466 + Penalty 3212.349340 = -2192237.215126
  nChanged 191
		SP:Iteration 57Q (35756.530000 sec): 3 clusters
  Score: Raw -2195492.783363 + Penalty 3212.349340 = -2192280.434023
  nChanged 187
		SP:Iteration 58Q (35756.870000 sec): 3 clusters
  Score: Raw -2195534.341502 + Penalty 3212.349340 = -2192321.992161
  nChanged 183
		SP:Iteration 59Q (35757.110000 sec): 3 clusters
  Score: Raw -2195572.661025 + Penalty 3212.349340 = -2192360.311685
  nChanged 174
		SP:Iteration 60F (35757.450000 sec): 3 clusters
  Score: Raw -2195614.442304 + Penalty 3212.349340 = -2192402.092964
  nChanged 174
		SP:Iteration 61Q (35757.730000 sec): 3 clusters
  Score: Raw -2195661.388459 + Penalty 3212.349340 = -2192449.039119
  nChanged 197
		SP:Iteration 62Q (35757.950000 sec): 3 clusters
  Score: Raw -2195721.640788 + Penalty 3212.349340 = -2192509.291448
  nChanged 215
		SP:Iteration 63Q (35758.250000 sec): 3 clusters
  Score: Raw -2195788.579125 + Penalty 3212.349340 = -2192576.229785
  nChanged 200
		SP:Iteration 64Q (35758.560000 sec): 3 clusters
  Score: Raw -2195844.067766 + Penalty 3212.349340 = -2192631.718426
  nChanged 203
		SP:Iteration 65Q (35758.830000 sec): 3 clusters
  Score: Raw -2195902.516892 + Penalty 3212.349340 = -2192690.167551
  nChanged 213
		SP:Iteration 66Q (35759.170000 sec): 3 clusters
  Score: Raw -2195967.673150 + Penalty 3212.349340 = -2192755.323810
  nChanged 213
		SP:Iteration 67Q (35759.430000 sec): 3 clusters
  Score: Raw -2196033.773295 + Penalty 3212.349340 = -2192821.423955
  nChanged 234
		SP:Iteration 68Q (35759.730000 sec): 3 clusters
  Score: Raw -2196113.853694 + Penalty 3212.349340 = -2192901.504354
  nChanged 229
		SP:Iteration 69Q (35759.990000 sec): 3 clusters
  Score: Raw -2196190.414003 + Penalty 3212.349340 = -2192978.064663
  nChanged 208
		SP:Iteration 70Q (35760.270000 sec): 3 clusters
  Score: Raw -2196258.494779 + Penalty 3212.349340 = -2193046.145438
  nChanged 210
		SP:Iteration 71Q (35760.570000 sec): 3 clusters
  Score: Raw -2196332.288808 + Penalty 3212.349340 = -2193119.939468
  nChanged 197
		SP:Iteration 72Q (35760.920000 sec): 3 clusters
  Score: Raw -2196397.984943 + Penalty 3212.349340 = -2193185.635603
  nChanged 173
		SP:Iteration 73Q (35761.200000 sec): 3 clusters
  Score: Raw -2196462.871362 + Penalty 3212.349340 = -2193250.522021
  nChanged 168
		SP:Iteration 74Q (35761.470000 sec): 3 clusters
  Score: Raw -2196525.296098 + Penalty 3212.349340 = -2193312.946757
  nChanged 166
		SP:Iteration 75Q (35761.840000 sec): 3 clusters
  Score: Raw -2196599.567596 + Penalty 3212.349340 = -2193387.218256
  nChanged 186
		SP:Iteration 76Q (35762.100000 sec): 3 clusters
  Score: Raw -2196688.067679 + Penalty 3212.349340 = -2193475.718339
  nChanged 164
		SP:Iteration 77Q (35762.420000 sec): 3 clusters
  Score: Raw -2196765.525493 + Penalty 3212.349340 = -2193553.176153
  nChanged 135
		SP:Iteration 78Q (35762.670000 sec): 3 clusters
  Score: Raw -2196822.760577 + Penalty 3212.349340 = -2193610.411237
  nChanged 110
		SP:Iteration 79Q (35762.940000 sec): 3 clusters
  Score: Raw -2196869.069530 + Penalty 3212.349340 = -2193656.720190
  nChanged 88
		SP:Iteration 80F (35763.330000 sec): 3 clusters
  Score: Raw -2196903.080391 + Penalty 3212.349340 = -2193690.731051
  nChanged 77
		SP:Iteration 81Q (35763.590000 sec): 3 clusters
  Score: Raw -2196931.134380 + Penalty 3212.349340 = -2193718.785040
  nChanged 67
		SP:Iteration 82Q (35763.880000 sec): 3 clusters
  Score: Raw -2196953.096736 + Penalty 3212.349340 = -2193740.747396
  nChanged 53
		SP:Iteration 83Q (35764.140000 sec): 3 clusters
  Score: Raw -2196968.827728 + Penalty 3212.349340 = -2193756.478387
  nChanged 47
		SP:Iteration 84Q (35764.420000 sec): 3 clusters
  Score: Raw -2196983.562655 + Penalty 3212.349340 = -2193771.213315
  nChanged 43
		SP:Iteration 85Q (35764.750000 sec): 3 clusters
  Score: Raw -2196999.637139 + Penalty 3212.349340 = -2193787.287799
  nChanged 49
		SP:Iteration 86Q (35765.010000 sec): 3 clusters
  Score: Raw -2197015.983125 + Penalty 3212.349340 = -2193803.633784
  nChanged 39
		SP:Iteration 87Q (35765.250000 sec): 3 clusters
  Score: Raw -2197029.030787 + Penalty 3212.349340 = -2193816.681447
  nChanged 34
		SP:Iteration 88Q (35765.490000 sec): 3 clusters
  Score: Raw -2197041.470844 + Penalty 3212.349340 = -2193829.121504
  nChanged 33
		SP:Iteration 89Q (35765.760000 sec): 3 clusters
  Score: Raw -2197051.803513 + Penalty 3212.349340 = -2193839.454172
  nChanged 17
		SP:Iteration 90Q (35766.020000 sec): 3 clusters
  Score: Raw -2197058.751905 + Penalty 3212.349340 = -2193846.402565
  nChanged 15
		SP:Iteration 91Q (35766.260000 sec): 3 clusters
  Score: Raw -2197062.959982 + Penalty 3212.349340 = -2193850.610642
  nChanged 12
		SP:Iteration 92Q (35766.540000 sec): 3 clusters
  Score: Raw -2197066.525292 + Penalty 3212.349340 = -2193854.175951
  nChanged 6
		SP:Iteration 93Q (35766.780000 sec): 3 clusters
  Score: Raw -2197069.005792 + Penalty 3212.349340 = -2193856.656452
  nChanged 5
		SP:Iteration 94Q (35767.060000 sec): 3 clusters
  Score: Raw -2197070.027716 + Penalty 3212.349340 = -2193857.678376
  nChanged 5
		SP:Iteration 95Q (35767.300000 sec): 3 clusters
  Score: Raw -2197071.626522 + Penalty 3212.349340 = -2193859.277182
  nChanged 9
		SP:Iteration 96Q (35767.580000 sec): 3 clusters
  Score: Raw -2197073.676772 + Penalty 3212.349340 = -2193861.327432
  nChanged 7
		SP:Iteration 97Q (35767.830000 sec): 3 clusters
  Score: Raw -2197076.032486 + Penalty 3212.349340 = -2193863.683146
  nChanged 5
		SP:Iteration 98Q (35768.150000 sec): 3 clusters
  Score: Raw -2197077.565222 + Penalty 3212.349340 = -2193865.215882
  nChanged 8
		SP:Iteration 99Q (35768.400000 sec): 3 clusters
  Score: Raw -2197079.518465 + Penalty 3212.349340 = -2193867.169125
  nChanged 4
		SP:Iteration 100F (35768.720000 sec): 3 clusters
  Score: Raw -2197080.249023 + Penalty 3212.349340 = -2193867.899683
  nChanged 4
		SP:Iteration 101Q (35769.000000 sec): 3 clusters
  Score: Raw -2197081.540762 + Penalty 3212.349340 = -2193869.191422
  nChanged 5
		SP:Iteration 102Q (35769.300000 sec): 3 clusters
  Score: Raw -2197082.156092 + Penalty 3212.349340 = -2193869.806752
  nChanged 0
		SP:Iteration 103F (35769.660000 sec): 3 clusters
  Score: Raw -2197082.156092 + Penalty 3212.349340 = -2193869.806752
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35769.740000 sec): 2 clusters
  Score: Raw -25110.109508 + Penalty 882.268665 = -24227.840843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35769.930000 sec): 3 clusters
  Score: Raw -25235.514893 + Penalty 1764.537329 = -23470.977563
  nChanged 45
		SP:Iteration 1F (35770.140000 sec): 3 clusters
  Score: Raw -25387.835240 + Penalty 1764.537329 = -23623.297910
  nChanged 5
		SP:Iteration 2Q (35770.320000 sec): 3 clusters
  Score: Raw -25407.976491 + Penalty 1764.537329 = -23643.439161
  nChanged 0
		SP:Iteration 3F (35770.480000 sec): 3 clusters
  Score: Raw -25407.976491 + Penalty 1764.537329 = -23643.439161
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35770.550000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35770.770000 sec): 3 clusters
  Score: Raw -15046.199584 + Penalty 1641.203202 = -13404.996381
  nChanged 18
		SP:Iteration 1F (35770.960000 sec): 3 clusters
  Score: Raw -15141.636732 + Penalty 1641.203202 = -13500.433530
  nChanged 4
		SP:Iteration 2Q (35771.130000 sec): 3 clusters
  Score: Raw -15173.589537 + Penalty 1641.203202 = -13532.386334
  nChanged 2
		SP:Iteration 3Q (35771.340000 sec): 3 clusters
  Score: Raw -15183.407206 + Penalty 1641.203202 = -13542.204003
  nChanged 0
		SP:Iteration 4F (35771.530000 sec): 3 clusters
  Score: Raw -15183.407206 + Penalty 1641.203202 = -13542.204003
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (17971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35771.750000 sec): 2 clusters
  Score: Raw -2211303.724145 + Penalty 1591.933627 = -2209711.790518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35772.030000 sec): 3 clusters
  Score: Raw -2200469.214923 + Penalty 3183.867254 = -2197285.347670
  nChanged 8119
		SP:Iteration 1F (35772.380000 sec): 3 clusters
  Score: Raw -2204822.003995 + Penalty 3183.867254 = -2201638.136742
  nChanged 976
		SP:Iteration 2F (35772.740000 sec): 3 clusters
  Score: Raw -2205192.935311 + Penalty 3183.867254 = -2202009.068057
  nChanged 951
		SP:Iteration 3F (35773.010000 sec): 3 clusters
  Score: Raw -2205647.900241 + Penalty 3183.867254 = -2202464.032987
  nChanged 1083
		SP:Iteration 4F (35773.350000 sec): 3 clusters
  Score: Raw -2206260.632035 + Penalty 3183.867254 = -2203076.764781
  nChanged 1227
		SP:Iteration 5F (35773.640000 sec): 3 clusters
  Score: Raw -2207051.290914 + Penalty 3183.867254 = -2203867.423660
  nChanged 1252
		SP:Iteration 6F (35774.030000 sec): 3 clusters
  Score: Raw -2207844.867141 + Penalty 3183.867254 = -2204660.999888
  nChanged 1146
		SP:Iteration 7F (35774.390000 sec): 3 clusters
  Score: Raw -2208558.190362 + Penalty 3183.867254 = -2205374.323108
  nChanged 949
		SP:Iteration 8F (35774.710000 sec): 3 clusters
  Score: Raw -2209140.190056 + Penalty 3183.867254 = -2205956.322802
  nChanged 806
		SP:Iteration 9Q (35774.990000 sec): 3 clusters
  Score: Raw -2209642.915790 + Penalty 3183.867254 = -2206459.048537
  nChanged 623
		SP:Iteration 10Q (35775.300000 sec): 3 clusters
  Score: Raw -2210022.595186 + Penalty 3183.867254 = -2206838.727933
  nChanged 515
		SP:Iteration 11Q (35775.570000 sec): 3 clusters
  Score: Raw -2210359.298284 + Penalty 3183.867254 = -2207175.431030
  nChanged 447
		SP:Iteration 12Q (35775.850000 sec): 3 clusters
  Score: Raw -2210650.296137 + Penalty 3183.867254 = -2207466.428883
  nChanged 358
		SP:Iteration 13Q (35776.170000 sec): 3 clusters
  Score: Raw -2210881.986648 + Penalty 3183.867254 = -2207698.119395
  nChanged 258
		SP:Iteration 14Q (35776.460000 sec): 3 clusters
  Score: Raw -2211046.400687 + Penalty 3183.867254 = -2207862.533433
  nChanged 198
		SP:Iteration 15Q (35776.770000 sec): 3 clusters
  Score: Raw -2211170.333731 + Penalty 3183.867254 = -2207986.466478
  nChanged 165
		SP:Iteration 16Q (35777.050000 sec): 3 clusters
  Score: Raw -2211281.115963 + Penalty 3183.867254 = -2208097.248709
  nChanged 117
		SP:Iteration 17Q (35777.330000 sec): 3 clusters
  Score: Raw -2211361.149467 + Penalty 3183.867254 = -2208177.282213
  nChanged 109
		SP:Iteration 18Q (35777.610000 sec): 3 clusters
  Score: Raw -2211435.398048 + Penalty 3183.867254 = -2208251.530794
  nChanged 79
		SP:Iteration 19Q (35777.990000 sec): 3 clusters
  Score: Raw -2211488.097173 + Penalty 3183.867254 = -2208304.229919
  nChanged 61
		SP:Iteration 20F (35778.290000 sec): 3 clusters
  Score: Raw -2211530.085964 + Penalty 3183.867254 = -2208346.218710
  nChanged 43
		SP:Iteration 21Q (35778.600000 sec): 3 clusters
  Score: Raw -2211555.206274 + Penalty 3183.867254 = -2208371.339021
  nChanged 27
		SP:Iteration 22Q (35778.940000 sec): 3 clusters
  Score: Raw -2211569.181953 + Penalty 3183.867254 = -2208385.314700
  nChanged 29
		SP:Iteration 23Q (35779.220000 sec): 3 clusters
  Score: Raw -2211585.391588 + Penalty 3183.867254 = -2208401.524334
  nChanged 19
		SP:Iteration 24Q (35779.480000 sec): 3 clusters
  Score: Raw -2211598.767379 + Penalty 3183.867254 = -2208414.900125
  nChanged 23
		SP:Iteration 25Q (35779.790000 sec): 3 clusters
  Score: Raw -2211614.413618 + Penalty 3183.867254 = -2208430.546364
  nChanged 15
		SP:Iteration 26Q (35780.040000 sec): 3 clusters
  Score: Raw -2211626.452359 + Penalty 3183.867254 = -2208442.585105
  nChanged 17
		SP:Iteration 27Q (35780.380000 sec): 3 clusters
  Score: Raw -2211638.244334 + Penalty 3183.867254 = -2208454.377081
  nChanged 15
		SP:Iteration 28Q (35780.620000 sec): 3 clusters
  Score: Raw -2211646.671085 + Penalty 3183.867254 = -2208462.803831
  nChanged 10
		SP:Iteration 29Q (35780.880000 sec): 3 clusters
  Score: Raw -2211652.543456 + Penalty 3183.867254 = -2208468.676202
  nChanged 9
		SP:Iteration 30Q (35781.170000 sec): 3 clusters
  Score: Raw -2211656.918518 + Penalty 3183.867254 = -2208473.051264
  nChanged 8
		SP:Iteration 31Q (35781.410000 sec): 3 clusters
  Score: Raw -2211659.526463 + Penalty 3183.867254 = -2208475.659210
  nChanged 3
		SP:Iteration 32Q (35781.630000 sec): 3 clusters
  Score: Raw -2211661.109705 + Penalty 3183.867254 = -2208477.242451
  nChanged 1
		SP:Iteration 33Q (35781.920000 sec): 3 clusters
  Score: Raw -2211662.023330 + Penalty 3183.867254 = -2208478.156076
  nChanged 1
		SP:Iteration 34Q (35782.130000 sec): 3 clusters
  Score: Raw -2211662.262978 + Penalty 3183.867254 = -2208478.395725
  nChanged 2
		SP:Iteration 35Q (35782.360000 sec): 3 clusters
  Score: Raw -2211663.063606 + Penalty 3183.867254 = -2208479.196352
  nChanged 2
		SP:Iteration 36Q (35782.650000 sec): 3 clusters
  Score: Raw -2211663.740803 + Penalty 3183.867254 = -2208479.873549
  nChanged 1
		SP:Iteration 37Q (35782.930000 sec): 3 clusters
  Score: Raw -2211664.545105 + Penalty 3183.867254 = -2208480.677852
  nChanged 2
		SP:Iteration 38Q (35783.150000 sec): 3 clusters
  Score: Raw -2211665.977017 + Penalty 3183.867254 = -2208482.109763
  nChanged 3
		SP:Iteration 39Q (35783.360000 sec): 3 clusters
  Score: Raw -2211667.265203 + Penalty 3183.867254 = -2208483.397949
  nChanged 1
		SP:Iteration 40F (35783.590000 sec): 3 clusters
  Score: Raw -2211667.742814 + Penalty 3183.867254 = -2208483.875560
  nChanged 2
		SP:Iteration 41Q (35783.810000 sec): 3 clusters
  Score: Raw -2211668.553995 + Penalty 3183.867254 = -2208484.686742
  nChanged 2
		SP:Iteration 42Q (35784.030000 sec): 3 clusters
  Score: Raw -2211669.376201 + Penalty 3183.867254 = -2208485.508947
  nChanged 0
		SP:Iteration 43F (35784.280000 sec): 3 clusters
  Score: Raw -2211669.376201 + Penalty 3183.867254 = -2208485.508947
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35784.410000 sec): 2 clusters
  Score: Raw -60470.344201 + Penalty 1025.656906 = -59444.687295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35784.590000 sec): 3 clusters
  Score: Raw -60370.829382 + Penalty 2051.313813 = -58319.515570
  nChanged 133
		SP:Iteration 1F (35784.710000 sec): 3 clusters
  Score: Raw -60581.485399 + Penalty 2051.313813 = -58530.171586
  nChanged 43
		SP:Iteration 2F (35784.860000 sec): 3 clusters
  Score: Raw -60641.834781 + Penalty 2051.313813 = -58590.520968
  nChanged 19
		SP:Iteration 3Q (35785.060000 sec): 3 clusters
  Score: Raw -60680.245458 + Penalty 2051.313813 = -58628.931645
  nChanged 8
		SP:Iteration 4Q (35785.260000 sec): 3 clusters
  Score: Raw -60691.624068 + Penalty 2051.313813 = -58640.310255
  nChanged 9
		SP:Iteration 5Q (35785.470000 sec): 3 clusters
  Score: Raw -60705.505798 + Penalty 2051.313813 = -58654.191985
  nChanged 7
		SP:Iteration 6Q (35785.670000 sec): 3 clusters
  Score: Raw -60718.485782 + Penalty 2051.313813 = -58667.171969
  nChanged 11
		SP:Iteration 7Q (35785.900000 sec): 3 clusters
  Score: Raw -60739.556556 + Penalty 2051.313813 = -58688.242743
  nChanged 13
		SP:Iteration 8Q (35786.070000 sec): 3 clusters
  Score: Raw -60764.131091 + Penalty 2051.313813 = -58712.817278
  nChanged 10
		SP:Iteration 9Q (35786.220000 sec): 3 clusters
  Score: Raw -60779.858247 + Penalty 2051.313813 = -58728.544434
  nChanged 7
		SP:Iteration 10Q (35786.420000 sec): 3 clusters
  Score: Raw -60794.587225 + Penalty 2051.313813 = -58743.273412
  nChanged 3
		SP:Iteration 11Q (35786.590000 sec): 3 clusters
  Score: Raw -60798.237403 + Penalty 2051.313813 = -58746.923590
  nChanged 3
		SP:Iteration 12Q (35786.750000 sec): 3 clusters
  Score: Raw -60801.775196 + Penalty 2051.313813 = -58750.461383
  nChanged 1
		SP:Iteration 13Q (35786.870000 sec): 3 clusters
  Score: Raw -60803.025572 + Penalty 2051.313813 = -58751.711759
  nChanged 1
		SP:Iteration 14Q (35787.050000 sec): 3 clusters
  Score: Raw -60804.395833 + Penalty 2051.313813 = -58753.082020
  nChanged 3
		SP:Iteration 15Q (35787.210000 sec): 3 clusters
  Score: Raw -60809.671624 + Penalty 2051.313813 = -58758.357811
  nChanged 2
		SP:Iteration 16Q (35787.420000 sec): 3 clusters
  Score: Raw -60815.303626 + Penalty 2051.313813 = -58763.989813
  nChanged 0
		SP:Iteration 17F (35787.630000 sec): 3 clusters
  Score: Raw -60815.303626 + Penalty 2051.313813 = -58763.989813
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35787.740000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35787.940000 sec): 3 clusters
  Score: Raw -61030.757577 + Penalty 2026.820117 = -59003.937460
  nChanged 121
		SP:Iteration 1F (35788.180000 sec): 3 clusters
  Score: Raw -61214.841773 + Penalty 2026.820117 = -59188.021657
  nChanged 33
		SP:Iteration 2F (35788.320000 sec): 3 clusters
  Score: Raw -61272.543428 + Penalty 2026.820117 = -59245.723311
  nChanged 14
		SP:Iteration 3Q (35788.510000 sec): 3 clusters
  Score: Raw -61299.657297 + Penalty 2026.820117 = -59272.837180
  nChanged 7
		SP:Iteration 4Q (35788.710000 sec): 3 clusters
  Score: Raw -61307.320194 + Penalty 2026.820117 = -59280.500077
  nChanged 1
		SP:Iteration 5Q (35788.910000 sec): 3 clusters
  Score: Raw -61307.876367 + Penalty 2026.820117 = -59281.056251
  nChanged 1
		SP:Iteration 6Q (35789.110000 sec): 3 clusters
  Score: Raw -61308.466192 + Penalty 2026.820117 = -59281.646075
  nChanged 0
		SP:Iteration 7F (35789.240000 sec): 3 clusters
  Score: Raw -61308.466192 + Penalty 2026.820117 = -59281.646075
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35789.560000 sec): 2 clusters
  Score: Raw -4831113.629604 + Penalty 1720.725708 = -4829392.903897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35789.980000 sec): 3 clusters
  Score: Raw -4806212.624152 + Penalty 3441.451415 = -4802771.172737
  nChanged 18388
		SP:Iteration 1F (35790.350000 sec): 3 clusters
  Score: Raw -4816732.684965 + Penalty 3441.451415 = -4813291.233550
  nChanged 2129
		SP:Iteration 2F (35790.820000 sec): 3 clusters
  Score: Raw -4817629.046169 + Penalty 3441.451415 = -4814187.594754
  nChanged 2414
		SP:Iteration 3F (35791.190000 sec): 3 clusters
  Score: Raw -4818812.499999 + Penalty 3441.451415 = -4815371.048583
  nChanged 2607
		SP:Iteration 4F (35791.610000 sec): 3 clusters
  Score: Raw -4820257.753089 + Penalty 3441.451415 = -4816816.301674
  nChanged 2698
		SP:Iteration 5F (35792.020000 sec): 3 clusters
  Score: Raw -4821819.138458 + Penalty 3441.451415 = -4818377.687043
  nChanged 2466
		SP:Iteration 6F (35792.450000 sec): 3 clusters
  Score: Raw -4823279.634659 + Penalty 3441.451415 = -4819838.183243
  nChanged 2153
		SP:Iteration 7F (35792.910000 sec): 3 clusters
  Score: Raw -4824556.462507 + Penalty 3441.451415 = -4821115.011092
  nChanged 1908
		SP:Iteration 8Q (35793.310000 sec): 3 clusters
  Score: Raw -4825796.039716 + Penalty 3441.451415 = -4822354.588301
  nChanged 1673
		SP:Iteration 9Q (35793.730000 sec): 3 clusters
  Score: Raw -4827008.962438 + Penalty 3441.451415 = -4823567.511023
  nChanged 1593
		SP:Iteration 10Q (35794.100000 sec): 3 clusters
  Score: Raw -4828364.489855 + Penalty 3441.451415 = -4824923.038440
  nChanged 1354
		SP:Iteration 11Q (35794.520000 sec): 3 clusters
  Score: Raw -4829616.753267 + Penalty 3441.451415 = -4826175.301852
  nChanged 906
		SP:Iteration 12Q (35794.910000 sec): 3 clusters
  Score: Raw -4830459.643618 + Penalty 3441.451415 = -4827018.192203
  nChanged 441
		SP:Iteration 13Q (35795.250000 sec): 3 clusters
  Score: Raw -4830868.421599 + Penalty 3441.451415 = -4827426.970184
  nChanged 224
		SP:Iteration 14Q (35795.600000 sec): 3 clusters
  Score: Raw -4831092.485372 + Penalty 3441.451415 = -4827651.033957
  nChanged 105
		SP:Iteration 15Q (35795.950000 sec): 3 clusters
  Score: Raw -4831207.707396 + Penalty 3441.451415 = -4827766.255981
  nChanged 48
		SP:Iteration 16Q (35796.310000 sec): 3 clusters
  Score: Raw -4831260.704729 + Penalty 3441.451415 = -4827819.253314
  nChanged 29
		SP:Iteration 17Q (35796.760000 sec): 3 clusters
  Score: Raw -4831294.596947 + Penalty 3441.451415 = -4827853.145532
  nChanged 24
		SP:Iteration 18Q (35797.140000 sec): 3 clusters
  Score: Raw -4831318.153884 + Penalty 3441.451415 = -4827876.702469
  nChanged 10
		SP:Iteration 19Q (35797.500000 sec): 3 clusters
  Score: Raw -4831327.534712 + Penalty 3441.451415 = -4827886.083297
  nChanged 8
		SP:Iteration 20F (35797.910000 sec): 3 clusters
  Score: Raw -4831332.807709 + Penalty 3441.451415 = -4827891.356294
  nChanged 2
		SP:Iteration 21Q (35798.270000 sec): 3 clusters
  Score: Raw -4831334.773869 + Penalty 3441.451415 = -4827893.322454
  nChanged 2
		SP:Iteration 22Q (35798.580000 sec): 3 clusters
  Score: Raw -4831336.472710 + Penalty 3441.451415 = -4827895.021295
  nChanged 1
		SP:Iteration 23Q (35798.910000 sec): 3 clusters
  Score: Raw -4831337.318198 + Penalty 3441.451415 = -4827895.866783
  nChanged 0
		SP:Iteration 24F (35799.310000 sec): 3 clusters
  Score: Raw -4831337.318198 + Penalty 3441.451415 = -4827895.866783
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35799.450000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35799.610000 sec): 3 clusters
  Score: Raw -11325.551678 + Penalty 1547.706529 = -9777.845149
  nChanged 13
		SP:Iteration 1F (35799.810000 sec): 3 clusters
  Score: Raw -11396.188167 + Penalty 1547.706529 = -9848.481638
  nChanged 3
		SP:Iteration 2Q (35800.040000 sec): 3 clusters
  Score: Raw -11429.802833 + Penalty 1547.706529 = -9882.096304
  nChanged 1
		SP:Iteration 3Q (35800.180000 sec): 3 clusters
  Score: Raw -11453.199581 + Penalty 1547.706529 = -9905.493053
  nChanged 0
		SP:Iteration 4F (35800.390000 sec): 3 clusters
  Score: Raw -11453.199581 + Penalty 1547.706529 = -9905.493053
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35800.530000 sec): 2 clusters
  Score: Raw -1655284.408914 + Penalty 1563.076761 = -1653721.332153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35800.860000 sec): 3 clusters
  Score: Raw -1646461.474535 + Penalty 3126.153522 = -1643335.321013
  nChanged 6659
		SP:Iteration 1F (35801.120000 sec): 3 clusters
  Score: Raw -1650157.791006 + Penalty 3126.153522 = -1647031.637484
  nChanged 921
		SP:Iteration 2F (35801.380000 sec): 3 clusters
  Score: Raw -1650585.418119 + Penalty 3126.153522 = -1647459.264597
  nChanged 907
		SP:Iteration 3F (35801.610000 sec): 3 clusters
  Score: Raw -1651065.056715 + Penalty 3126.153522 = -1647938.903192
  nChanged 938
		SP:Iteration 4F (35801.930000 sec): 3 clusters
  Score: Raw -1651618.070912 + Penalty 3126.153522 = -1648491.917390
  nChanged 939
		SP:Iteration 5F (35802.180000 sec): 3 clusters
  Score: Raw -1652186.850531 + Penalty 3126.153522 = -1649060.697008
  nChanged 913
		SP:Iteration 6F (35802.450000 sec): 3 clusters
  Score: Raw -1652773.906852 + Penalty 3126.153522 = -1649647.753330
  nChanged 858
		SP:Iteration 7F (35802.780000 sec): 3 clusters
  Score: Raw -1653307.497576 + Penalty 3126.153522 = -1650181.344053
  nChanged 749
		SP:Iteration 8Q (35803.020000 sec): 3 clusters
  Score: Raw -1653749.450275 + Penalty 3126.153522 = -1650623.296753
  nChanged 646
		SP:Iteration 9Q (35803.340000 sec): 3 clusters
  Score: Raw -1654134.954285 + Penalty 3126.153522 = -1651008.800763
  nChanged 532
		SP:Iteration 10Q (35803.570000 sec): 3 clusters
  Score: Raw -1654462.664635 + Penalty 3126.153522 = -1651336.511112
  nChanged 497
		SP:Iteration 11Q (35803.840000 sec): 3 clusters
  Score: Raw -1654767.882116 + Penalty 3126.153522 = -1651641.728593
  nChanged 411
		SP:Iteration 12Q (35804.130000 sec): 3 clusters
  Score: Raw -1655006.537263 + Penalty 3126.153522 = -1651880.383741
  nChanged 330
		SP:Iteration 13Q (35804.360000 sec): 3 clusters
  Score: Raw -1655204.329747 + Penalty 3126.153522 = -1652078.176225
  nChanged 262
		SP:Iteration 14Q (35804.680000 sec): 3 clusters
  Score: Raw -1655360.958704 + Penalty 3126.153522 = -1652234.805181
  nChanged 183
		SP:Iteration 15Q (35804.920000 sec): 3 clusters
  Score: Raw -1655463.972790 + Penalty 3126.153522 = -1652337.819268
  nChanged 144
		SP:Iteration 16Q (35805.210000 sec): 3 clusters
  Score: Raw -1655545.827730 + Penalty 3126.153522 = -1652419.674208
  nChanged 94
		SP:Iteration 17Q (35805.460000 sec): 3 clusters
  Score: Raw -1655593.704549 + Penalty 3126.153522 = -1652467.551026
  nChanged 76
		SP:Iteration 18Q (35805.760000 sec): 3 clusters
  Score: Raw -1655630.172743 + Penalty 3126.153522 = -1652504.019221
  nChanged 59
		SP:Iteration 19Q (35806.040000 sec): 3 clusters
  Score: Raw -1655662.716781 + Penalty 3126.153522 = -1652536.563259
  nChanged 56
		SP:Iteration 20F (35806.320000 sec): 3 clusters
  Score: Raw -1655692.241207 + Penalty 3126.153522 = -1652566.087685
  nChanged 36
		SP:Iteration 21Q (35806.600000 sec): 3 clusters
  Score: Raw -1655711.616148 + Penalty 3126.153522 = -1652585.462626
  nChanged 35
		SP:Iteration 22Q (35806.900000 sec): 3 clusters
  Score: Raw -1655729.971078 + Penalty 3126.153522 = -1652603.817556
  nChanged 20
		SP:Iteration 23Q (35807.140000 sec): 3 clusters
  Score: Raw -1655740.539659 + Penalty 3126.153522 = -1652614.386137
  nChanged 21
		SP:Iteration 24Q (35807.380000 sec): 3 clusters
  Score: Raw -1655751.808942 + Penalty 3126.153522 = -1652625.655420
  nChanged 18
		SP:Iteration 25Q (35807.630000 sec): 3 clusters
  Score: Raw -1655760.980619 + Penalty 3126.153522 = -1652634.827097
  nChanged 21
		SP:Iteration 26Q (35807.920000 sec): 3 clusters
  Score: Raw -1655771.435641 + Penalty 3126.153522 = -1652645.282119
  nChanged 18
		SP:Iteration 27Q (35808.150000 sec): 3 clusters
  Score: Raw -1655783.708381 + Penalty 3126.153522 = -1652657.554859
  nChanged 28
		SP:Iteration 28Q (35808.460000 sec): 3 clusters
  Score: Raw -1655797.752289 + Penalty 3126.153522 = -1652671.598766
  nChanged 19
		SP:Iteration 29Q (35808.690000 sec): 3 clusters
  Score: Raw -1655807.088440 + Penalty 3126.153522 = -1652680.934918
  nChanged 13
		SP:Iteration 30Q (35809.020000 sec): 3 clusters
  Score: Raw -1655813.297455 + Penalty 3126.153522 = -1652687.143933
  nChanged 11
		SP:Iteration 31Q (35809.260000 sec): 3 clusters
  Score: Raw -1655821.090134 + Penalty 3126.153522 = -1652694.936612
  nChanged 11
		SP:Iteration 32Q (35809.530000 sec): 3 clusters
  Score: Raw -1655828.732664 + Penalty 3126.153522 = -1652702.579141
  nChanged 7
		SP:Iteration 33Q (35809.810000 sec): 3 clusters
  Score: Raw -1655830.616224 + Penalty 3126.153522 = -1652704.462702
  nChanged 3
		SP:Iteration 34Q (35810.060000 sec): 3 clusters
  Score: Raw -1655832.413910 + Penalty 3126.153522 = -1652706.260387
  nChanged 3
		SP:Iteration 35Q (35810.370000 sec): 3 clusters
  Score: Raw -1655834.193336 + Penalty 3126.153522 = -1652708.039814
  nChanged 3
		SP:Iteration 36Q (35810.650000 sec): 3 clusters
  Score: Raw -1655835.671670 + Penalty 3126.153522 = -1652709.518147
  nChanged 2
		SP:Iteration 37Q (35810.940000 sec): 3 clusters
  Score: Raw -1655836.299322 + Penalty 3126.153522 = -1652710.145799
  nChanged 1
		SP:Iteration 38Q (35811.180000 sec): 3 clusters
  Score: Raw -1655836.885985 + Penalty 3126.153522 = -1652710.732463
  nChanged 1
		SP:Iteration 39Q (35811.470000 sec): 3 clusters
  Score: Raw -1655837.080132 + Penalty 3126.153522 = -1652710.926609
  nChanged 1
		SP:Iteration 40F (35811.720000 sec): 3 clusters
  Score: Raw -1655837.595130 + Penalty 3126.153522 = -1652711.441607
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35811.840000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35812.040000 sec): 3 clusters
  Score: Raw -68830.438514 + Penalty 2068.543996 = -66761.894518
  nChanged 152
		SP:Iteration 1F (35812.230000 sec): 3 clusters
  Score: Raw -69039.132216 + Penalty 2068.543996 = -66970.588220
  nChanged 28
		SP:Iteration 2Q (35812.380000 sec): 3 clusters
  Score: Raw -69097.689832 + Penalty 2068.543996 = -67029.145836
  nChanged 18
		SP:Iteration 3Q (35812.540000 sec): 3 clusters
  Score: Raw -69131.559887 + Penalty 2068.543996 = -67063.015891
  nChanged 14
		SP:Iteration 4Q (35812.710000 sec): 3 clusters
  Score: Raw -69171.249821 + Penalty 2068.543996 = -67102.705825
  nChanged 10
		SP:Iteration 5Q (35812.890000 sec): 3 clusters
  Score: Raw -69191.003488 + Penalty 2068.543996 = -67122.459492
  nChanged 12
		SP:Iteration 6Q (35813.040000 sec): 3 clusters
  Score: Raw -69208.761307 + Penalty 2068.543996 = -67140.217311
  nChanged 10
		SP:Iteration 7Q (35813.130000 sec): 3 clusters
  Score: Raw -69222.363990 + Penalty 2068.543996 = -67153.819994
  nChanged 8
		SP:Iteration 8Q (35813.340000 sec): 3 clusters
  Score: Raw -69229.485881 + Penalty 2068.543996 = -67160.941885
  nChanged 5
		SP:Iteration 9Q (35813.490000 sec): 3 clusters
  Score: Raw -69237.123228 + Penalty 2068.543996 = -67168.579232
  nChanged 6
		SP:Iteration 10Q (35813.680000 sec): 3 clusters
  Score: Raw -69250.479167 + Penalty 2068.543996 = -67181.935171
  nChanged 5
		SP:Iteration 11Q (35813.910000 sec): 3 clusters
  Score: Raw -69255.229446 + Penalty 2068.543996 = -67186.685450
  nChanged 2
		SP:Iteration 12Q (35814.050000 sec): 3 clusters
  Score: Raw -69257.268317 + Penalty 2068.543996 = -67188.724321
  nChanged 1
		SP:Iteration 13Q (35814.240000 sec): 3 clusters
  Score: Raw -69257.941068 + Penalty 2068.543996 = -67189.397072
  nChanged 0
		SP:Iteration 14F (35814.430000 sec): 3 clusters
  Score: Raw -69257.941068 + Penalty 2068.543996 = -67189.397072
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 59 (5179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35814.560000 sec): 2 clusters
  Score: Raw -605053.839245 + Penalty 1389.759681 = -603664.079564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35814.790000 sec): 3 clusters
  Score: Raw -602320.917528 + Penalty 2779.519362 = -599541.398167
  nChanged 2138
		SP:Iteration 1F (35815.060000 sec): 3 clusters
  Score: Raw -603460.502029 + Penalty 2779.519362 = -600680.982668
  nChanged 347
		SP:Iteration 2F (35815.160000 sec): 3 clusters
  Score: Raw -603641.327842 + Penalty 2779.519362 = -600861.808480
  nChanged 272
		SP:Iteration 3F (35815.410000 sec): 3 clusters
  Score: Raw -603776.239869 + Penalty 2779.519362 = -600996.720508
  nChanged 207
		SP:Iteration 4Q (35815.560000 sec): 3 clusters
  Score: Raw -603863.139542 + Penalty 2779.519362 = -601083.620181
  nChanged 170
		SP:Iteration 5Q (35815.760000 sec): 3 clusters
  Score: Raw -603929.004243 + Penalty 2779.519362 = -601149.484882
  nChanged 128
		SP:Iteration 6Q (35816.010000 sec): 3 clusters
  Score: Raw -603984.529042 + Penalty 2779.519362 = -601205.009680
  nChanged 121
		SP:Iteration 7Q (35816.230000 sec): 3 clusters
  Score: Raw -604033.324114 + Penalty 2779.519362 = -601253.804752
  nChanged 115
		SP:Iteration 8Q (35816.480000 sec): 3 clusters
  Score: Raw -604075.201201 + Penalty 2779.519362 = -601295.681839
  nChanged 103
		SP:Iteration 9Q (35816.680000 sec): 3 clusters
  Score: Raw -604114.128323 + Penalty 2779.519362 = -601334.608961
  nChanged 112
		SP:Iteration 10Q (35816.960000 sec): 3 clusters
  Score: Raw -604151.571218 + Penalty 2779.519362 = -601372.051857
  nChanged 97
		SP:Iteration 11Q (35817.170000 sec): 3 clusters
  Score: Raw -604187.463746 + Penalty 2779.519362 = -601407.944384
  nChanged 105
		SP:Iteration 12Q (35817.360000 sec): 3 clusters
  Score: Raw -604234.760196 + Penalty 2779.519362 = -601455.240834
  nChanged 109
		SP:Iteration 13Q (35817.580000 sec): 3 clusters
  Score: Raw -604289.485135 + Penalty 2779.519362 = -601509.965773
  nChanged 120
		SP:Iteration 14Q (35817.730000 sec): 3 clusters
  Score: Raw -604356.841067 + Penalty 2779.519362 = -601577.321705
  nChanged 141
		SP:Iteration 15Q (35817.980000 sec): 3 clusters
  Score: Raw -604429.316086 + Penalty 2779.519362 = -601649.796725
  nChanged 142
		SP:Iteration 16Q (35818.220000 sec): 3 clusters
  Score: Raw -604492.638032 + Penalty 2779.519362 = -601713.118671
  nChanged 136
		SP:Iteration 17Q (35818.440000 sec): 3 clusters
  Score: Raw -604556.094771 + Penalty 2779.519362 = -601776.575410
  nChanged 141
		SP:Iteration 18Q (35818.630000 sec): 3 clusters
  Score: Raw -604620.097426 + Penalty 2779.519362 = -601840.578064
  nChanged 128
		SP:Iteration 19Q (35818.860000 sec): 3 clusters
  Score: Raw -604675.332339 + Penalty 2779.519362 = -601895.812977
  nChanged 120
		SP:Iteration 20F (35819.140000 sec): 3 clusters
  Score: Raw -604730.389385 + Penalty 2779.519362 = -601950.870023
  nChanged 114
		SP:Iteration 21Q (35819.400000 sec): 3 clusters
  Score: Raw -604788.698365 + Penalty 2779.519362 = -602009.179004
  nChanged 108
		SP:Iteration 22Q (35819.610000 sec): 3 clusters
  Score: Raw -604843.585141 + Penalty 2779.519362 = -602064.065779
  nChanged 114
		SP:Iteration 23Q (35819.880000 sec): 3 clusters
  Score: Raw -604899.623871 + Penalty 2779.519362 = -602120.104509
  nChanged 86
		SP:Iteration 24Q (35820.080000 sec): 3 clusters
  Score: Raw -604941.745827 + Penalty 2779.519362 = -602162.226465
  nChanged 86
		SP:Iteration 25Q (35820.300000 sec): 3 clusters
  Score: Raw -604984.223224 + Penalty 2779.519362 = -602204.703862
  nChanged 75
		SP:Iteration 26Q (35820.520000 sec): 3 clusters
  Score: Raw -605020.617926 + Penalty 2779.519362 = -602241.098564
  nChanged 78
		SP:Iteration 27Q (35820.780000 sec): 3 clusters
  Score: Raw -605059.026645 + Penalty 2779.519362 = -602279.507284
  nChanged 76
		SP:Iteration 28Q (35821.040000 sec): 3 clusters
  Score: Raw -605093.799425 + Penalty 2779.519362 = -602314.280063
  nChanged 70
		SP:Iteration 29Q (35821.270000 sec): 3 clusters
  Score: Raw -605123.471421 + Penalty 2779.519362 = -602343.952059
  nChanged 67
		SP:Iteration 30Q (35821.550000 sec): 3 clusters
  Score: Raw -605154.099257 + Penalty 2779.519362 = -602374.579896
  nChanged 63
		SP:Iteration 31Q (35821.830000 sec): 3 clusters
  Score: Raw -605182.379105 + Penalty 2779.519362 = -602402.859743
  nChanged 66
		SP:Iteration 32Q (35822.000000 sec): 3 clusters
  Score: Raw -605211.507022 + Penalty 2779.519362 = -602431.987660
  nChanged 56
		SP:Iteration 33Q (35822.240000 sec): 3 clusters
  Score: Raw -605237.192265 + Penalty 2779.519362 = -602457.672904
  nChanged 53
		SP:Iteration 34Q (35822.380000 sec): 3 clusters
  Score: Raw -605261.267896 + Penalty 2779.519362 = -602481.748534
  nChanged 37
		SP:Iteration 35Q (35822.560000 sec): 3 clusters
  Score: Raw -605277.097968 + Penalty 2779.519362 = -602497.578606
  nChanged 40
		SP:Iteration 36Q (35822.760000 sec): 3 clusters
  Score: Raw -605299.074832 + Penalty 2779.519362 = -602519.555471
  nChanged 46
		SP:Iteration 37Q (35822.980000 sec): 3 clusters
  Score: Raw -605318.699740 + Penalty 2779.519362 = -602539.180379
  nChanged 31
		SP:Iteration 38Q (35823.180000 sec): 3 clusters
  Score: Raw -605330.905230 + Penalty 2779.519362 = -602551.385869
  nChanged 23
		SP:Iteration 39Q (35823.410000 sec): 3 clusters
  Score: Raw -605339.018862 + Penalty 2779.519362 = -602559.499500
  nChanged 24
		SP:Iteration 40F (35823.590000 sec): 3 clusters
  Score: Raw -605350.784243 + Penalty 2779.519362 = -602571.264881
  nChanged 32
		SP:Iteration 41Q (35823.740000 sec): 3 clusters
  Score: Raw -605372.453822 + Penalty 2779.519362 = -602592.934460
  nChanged 30
		SP:Iteration 42Q (35823.940000 sec): 3 clusters
  Score: Raw -605391.996745 + Penalty 2779.519362 = -602612.477383
  nChanged 25
		SP:Iteration 43Q (35824.160000 sec): 3 clusters
  Score: Raw -605404.202692 + Penalty 2779.519362 = -602624.683331
  nChanged 25
		SP:Iteration 44Q (35824.360000 sec): 3 clusters
  Score: Raw -605416.562376 + Penalty 2779.519362 = -602637.043014
  nChanged 24
		SP:Iteration 45Q (35824.560000 sec): 3 clusters
  Score: Raw -605428.947140 + Penalty 2779.519362 = -602649.427778
  nChanged 20
		SP:Iteration 46Q (35824.780000 sec): 3 clusters
  Score: Raw -605440.550070 + Penalty 2779.519362 = -602661.030709
  nChanged 16
		SP:Iteration 47Q (35824.980000 sec): 3 clusters
  Score: Raw -605449.321841 + Penalty 2779.519362 = -602669.802479
  nChanged 12
		SP:Iteration 48Q (35825.180000 sec): 3 clusters
  Score: Raw -605455.915695 + Penalty 2779.519362 = -602676.396333
  nChanged 14
		SP:Iteration 49Q (35825.410000 sec): 3 clusters
  Score: Raw -605462.549628 + Penalty 2779.519362 = -602683.030267
  nChanged 10
		SP:Iteration 50Q (35825.610000 sec): 3 clusters
  Score: Raw -605467.908899 + Penalty 2779.519362 = -602688.389537
  nChanged 11
		SP:Iteration 51Q (35825.790000 sec): 3 clusters
  Score: Raw -605474.648778 + Penalty 2779.519362 = -602695.129416
  nChanged 15
		SP:Iteration 52Q (35825.990000 sec): 3 clusters
  Score: Raw -605482.793713 + Penalty 2779.519362 = -602703.274351
  nChanged 13
		SP:Iteration 53Q (35826.200000 sec): 3 clusters
  Score: Raw -605491.216267 + Penalty 2779.519362 = -602711.696905
  nChanged 9
		SP:Iteration 54Q (35826.460000 sec): 3 clusters
  Score: Raw -605497.170006 + Penalty 2779.519362 = -602717.650644
  nChanged 12
		SP:Iteration 55Q (35826.630000 sec): 3 clusters
  Score: Raw -605507.726605 + Penalty 2779.519362 = -602728.207243
  nChanged 14
		SP:Iteration 56Q (35826.850000 sec): 3 clusters
  Score: Raw -605514.876190 + Penalty 2779.519362 = -602735.356828
  nChanged 10
		SP:Iteration 57Q (35827.050000 sec): 3 clusters
  Score: Raw -605520.169986 + Penalty 2779.519362 = -602740.650625
  nChanged 16
		SP:Iteration 58Q (35827.270000 sec): 3 clusters
  Score: Raw -605529.810574 + Penalty 2779.519362 = -602750.291212
  nChanged 18
		SP:Iteration 59Q (35827.510000 sec): 3 clusters
  Score: Raw -605545.997650 + Penalty 2779.519362 = -602766.478288
  nChanged 15
		SP:Iteration 60F (35827.750000 sec): 3 clusters
  Score: Raw -605556.042536 + Penalty 2779.519362 = -602776.523174
  nChanged 18
		SP:Iteration 61Q (35827.970000 sec): 3 clusters
  Score: Raw -605570.192085 + Penalty 2779.519362 = -602790.672723
  nChanged 10
		SP:Iteration 62Q (35828.180000 sec): 3 clusters
  Score: Raw -605576.980878 + Penalty 2779.519362 = -602797.461516
  nChanged 8
		SP:Iteration 63Q (35828.470000 sec): 3 clusters
  Score: Raw -605582.586842 + Penalty 2779.519362 = -602803.067480
  nChanged 8
		SP:Iteration 64Q (35828.700000 sec): 3 clusters
  Score: Raw -605587.917762 + Penalty 2779.519362 = -602808.398400
  nChanged 9
		SP:Iteration 65Q (35828.890000 sec): 3 clusters
  Score: Raw -605593.486888 + Penalty 2779.519362 = -602813.967526
  nChanged 10
		SP:Iteration 66Q (35829.150000 sec): 3 clusters
  Score: Raw -605601.812125 + Penalty 2779.519362 = -602822.292763
  nChanged 6
		SP:Iteration 67Q (35829.360000 sec): 3 clusters
  Score: Raw -605605.022330 + Penalty 2779.519362 = -602825.502969
  nChanged 3
		SP:Iteration 68Q (35829.590000 sec): 3 clusters
  Score: Raw -605607.712935 + Penalty 2779.519362 = -602828.193574
  nChanged 3
		SP:Iteration 69Q (35829.810000 sec): 3 clusters
  Score: Raw -605610.198417 + Penalty 2779.519362 = -602830.679055
  nChanged 4
		SP:Iteration 70Q (35829.990000 sec): 3 clusters
  Score: Raw -605612.903858 + Penalty 2779.519362 = -602833.384496
  nChanged 5
		SP:Iteration 71Q (35830.220000 sec): 3 clusters
  Score: Raw -605618.286432 + Penalty 2779.519362 = -602838.767071
  nChanged 2
		SP:Iteration 72Q (35830.400000 sec): 3 clusters
  Score: Raw -605619.974866 + Penalty 2779.519362 = -602840.455504
  nChanged 2
		SP:Iteration 73Q (35830.610000 sec): 3 clusters
  Score: Raw -605621.237594 + Penalty 2779.519362 = -602841.718233
  nChanged 2
		SP:Iteration 74Q (35830.780000 sec): 3 clusters
  Score: Raw -605622.114211 + Penalty 2779.519362 = -602842.594849
  nChanged 0
		SP:Iteration 75F (35830.950000 sec): 3 clusters
  Score: Raw -605622.114211 + Penalty 2779.519362 = -602842.594849
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (3847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35831.090000 sec): 2 clusters
  Score: Raw -427925.152909 + Penalty 1341.445447 = -426583.707462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35831.270000 sec): 3 clusters
  Score: Raw -426060.821745 + Penalty 2682.890893 = -423377.930852
  nChanged 1518
		SP:Iteration 1F (35831.440000 sec): 3 clusters
  Score: Raw -427033.334381 + Penalty 2682.890893 = -424350.443487
  nChanged 334
		SP:Iteration 2F (35831.660000 sec): 3 clusters
  Score: Raw -427321.994459 + Penalty 2682.890893 = -424639.103565
  nChanged 258
		SP:Iteration 3F (35831.830000 sec): 3 clusters
  Score: Raw -427579.556652 + Penalty 2682.890893 = -424896.665759
  nChanged 226
		SP:Iteration 4F (35832.070000 sec): 3 clusters
  Score: Raw -427796.705900 + Penalty 2682.890893 = -425113.815007
  nChanged 220
		SP:Iteration 5F (35832.310000 sec): 3 clusters
  Score: Raw -428003.545809 + Penalty 2682.890893 = -425320.654916
  nChanged 195
		SP:Iteration 6F (35832.480000 sec): 3 clusters
  Score: Raw -428169.045486 + Penalty 2682.890893 = -425486.154593
  nChanged 151
		SP:Iteration 7Q (35832.710000 sec): 3 clusters
  Score: Raw -428294.838890 + Penalty 2682.890893 = -425611.947997
  nChanged 141
		SP:Iteration 8Q (35832.900000 sec): 3 clusters
  Score: Raw -428392.533779 + Penalty 2682.890893 = -425709.642886
  nChanged 93
		SP:Iteration 9Q (35833.080000 sec): 3 clusters
  Score: Raw -428458.733566 + Penalty 2682.890893 = -425775.842672
  nChanged 80
		SP:Iteration 10Q (35833.260000 sec): 3 clusters
  Score: Raw -428503.361286 + Penalty 2682.890893 = -425820.470393
  nChanged 54
		SP:Iteration 11Q (35833.470000 sec): 3 clusters
  Score: Raw -428524.548744 + Penalty 2682.890893 = -425841.657851
  nChanged 32
		SP:Iteration 12Q (35833.640000 sec): 3 clusters
  Score: Raw -428535.886638 + Penalty 2682.890893 = -425852.995744
  nChanged 25
		SP:Iteration 13Q (35833.900000 sec): 3 clusters
  Score: Raw -428547.001668 + Penalty 2682.890893 = -425864.110775
  nChanged 24
		SP:Iteration 14Q (35834.080000 sec): 3 clusters
  Score: Raw -428554.969803 + Penalty 2682.890893 = -425872.078909
  nChanged 19
		SP:Iteration 15Q (35834.310000 sec): 3 clusters
  Score: Raw -428561.060307 + Penalty 2682.890893 = -425878.169414
  nChanged 11
		SP:Iteration 16Q (35834.500000 sec): 3 clusters
  Score: Raw -428567.396896 + Penalty 2682.890893 = -425884.506003
  nChanged 19
		SP:Iteration 17Q (35834.740000 sec): 3 clusters
  Score: Raw -428575.625298 + Penalty 2682.890893 = -425892.734405
  nChanged 14
		SP:Iteration 18Q (35834.920000 sec): 3 clusters
  Score: Raw -428580.744829 + Penalty 2682.890893 = -425897.853935
  nChanged 11
		SP:Iteration 19Q (35835.120000 sec): 3 clusters
  Score: Raw -428584.130945 + Penalty 2682.890893 = -425901.240051
  nChanged 11
		SP:Iteration 20F (35835.340000 sec): 3 clusters
  Score: Raw -428587.369709 + Penalty 2682.890893 = -425904.478816
  nChanged 12
		SP:Iteration 21Q (35835.590000 sec): 3 clusters
  Score: Raw -428591.061323 + Penalty 2682.890893 = -425908.170429
  nChanged 8
		SP:Iteration 22Q (35835.800000 sec): 3 clusters
  Score: Raw -428593.823638 + Penalty 2682.890893 = -425910.932745
  nChanged 8
		SP:Iteration 23Q (35835.980000 sec): 3 clusters
  Score: Raw -428596.518645 + Penalty 2682.890893 = -425913.627751
  nChanged 5
		SP:Iteration 24Q (35836.180000 sec): 3 clusters
  Score: Raw -428597.773782 + Penalty 2682.890893 = -425914.882889
  nChanged 6
		SP:Iteration 25Q (35836.420000 sec): 3 clusters
  Score: Raw -428598.939127 + Penalty 2682.890893 = -425916.048234
  nChanged 1
		SP:Iteration 26Q (35836.590000 sec): 3 clusters
  Score: Raw -428599.116719 + Penalty 2682.890893 = -425916.225825
  nChanged 0
		SP:Iteration 27F (35836.830000 sec): 3 clusters
  Score: Raw -428599.116719 + Penalty 2682.890893 = -425916.225825
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (107179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35837.550000 sec): 2 clusters
  Score: Raw -12150158.586075 + Penalty 1882.116537 = -12148276.469537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35838.340000 sec): 3 clusters
  Score: Raw -12080335.908412 + Penalty 3764.233074 = -12076571.675338
  nChanged 51323
		SP:Iteration 1F (35839.020000 sec): 3 clusters
  Score: Raw -12111540.514487 + Penalty 3764.233074 = -12107776.281413
  nChanged 4604
		SP:Iteration 2Q (35839.730000 sec): 3 clusters
  Score: Raw -12113172.610571 + Penalty 3764.233074 = -12109408.377497
  nChanged 4922
		SP:Iteration 3Q (35840.420000 sec): 3 clusters
  Score: Raw -12115203.558693 + Penalty 3764.233074 = -12111439.325618
  nChanged 5429
		SP:Iteration 4F (35841.150000 sec): 3 clusters
  Score: Raw -12117718.062622 + Penalty 3764.233074 = -12113953.829548
  nChanged 5802
		SP:Iteration 5F (35841.800000 sec): 3 clusters
  Score: Raw -12120626.376851 + Penalty 3764.233074 = -12116862.143777
  nChanged 6028
		SP:Iteration 6F (35842.530000 sec): 3 clusters
  Score: Raw -12123915.729736 + Penalty 3764.233074 = -12120151.496662
  nChanged 6092
		SP:Iteration 7F (35843.240000 sec): 3 clusters
  Score: Raw -12127560.754698 + Penalty 3764.233074 = -12123796.521624
  nChanged 5886
		SP:Iteration 8F (35843.930000 sec): 3 clusters
  Score: Raw -12131223.198209 + Penalty 3764.233074 = -12127458.965135
  nChanged 5078
		SP:Iteration 9Q (35844.590000 sec): 3 clusters
  Score: Raw -12134075.830376 + Penalty 3764.233074 = -12130311.597302
  nChanged 4055
		SP:Iteration 10Q (35845.280000 sec): 3 clusters
  Score: Raw -12135855.076709 + Penalty 3764.233074 = -12132090.843634
  nChanged 2833
		SP:Iteration 11Q (35845.970000 sec): 3 clusters
  Score: Raw -12136750.083682 + Penalty 3764.233074 = -12132985.850608
  nChanged 1977
		SP:Iteration 12Q (35846.660000 sec): 3 clusters
  Score: Raw -12137263.761740 + Penalty 3764.233074 = -12133499.528666
  nChanged 1521
		SP:Iteration 13Q (35847.300000 sec): 3 clusters
  Score: Raw -12137659.693845 + Penalty 3764.233074 = -12133895.460771
  nChanged 1414
		SP:Iteration 14Q (35847.940000 sec): 3 clusters
  Score: Raw -12138023.307703 + Penalty 3764.233074 = -12134259.074629
  nChanged 1424
		SP:Iteration 15Q (35848.570000 sec): 3 clusters
  Score: Raw -12138397.192241 + Penalty 3764.233074 = -12134632.959167
  nChanged 1374
		SP:Iteration 16Q (35849.340000 sec): 3 clusters
  Score: Raw -12138770.084718 + Penalty 3764.233074 = -12135005.851644
  nChanged 1417
		SP:Iteration 17Q (35850.000000 sec): 3 clusters
  Score: Raw -12139165.817817 + Penalty 3764.233074 = -12135401.584743
  nChanged 1396
		SP:Iteration 18Q (35850.710000 sec): 3 clusters
  Score: Raw -12139549.994328 + Penalty 3764.233074 = -12135785.761253
  nChanged 1376
		SP:Iteration 19Q (35851.440000 sec): 3 clusters
  Score: Raw -12139931.960833 + Penalty 3764.233074 = -12136167.727759
  nChanged 1407
		SP:Iteration 20F (35852.130000 sec): 3 clusters
  Score: Raw -12140322.401777 + Penalty 3764.233074 = -12136558.168703
  nChanged 1380
		SP:Iteration 21Q (35852.840000 sec): 3 clusters
  Score: Raw -12140714.477704 + Penalty 3764.233074 = -12136950.244629
  nChanged 1364
		SP:Iteration 22Q (35853.620000 sec): 3 clusters
  Score: Raw -12141121.548777 + Penalty 3764.233074 = -12137357.315703
  nChanged 1402
		SP:Iteration 23Q (35854.300000 sec): 3 clusters
  Score: Raw -12141551.847475 + Penalty 3764.233074 = -12137787.614401
  nChanged 1434
		SP:Iteration 24Q (35855.040000 sec): 3 clusters
  Score: Raw -12141993.500920 + Penalty 3764.233074 = -12138229.267846
  nChanged 1462
		SP:Iteration 25Q (35855.660000 sec): 3 clusters
  Score: Raw -12142459.404872 + Penalty 3764.233074 = -12138695.171798
  nChanged 1468
		SP:Iteration 26Q (35856.330000 sec): 3 clusters
  Score: Raw -12142961.612440 + Penalty 3764.233074 = -12139197.379366
  nChanged 1528
		SP:Iteration 27Q (35857.020000 sec): 3 clusters
  Score: Raw -12143539.041997 + Penalty 3764.233074 = -12139774.808923
  nChanged 1565
		SP:Iteration 28Q (35857.710000 sec): 3 clusters
  Score: Raw -12144174.884578 + Penalty 3764.233074 = -12140410.651504
  nChanged 1532
		SP:Iteration 29Q (35858.360000 sec): 3 clusters
  Score: Raw -12144841.113096 + Penalty 3764.233074 = -12141076.880022
  nChanged 1527
		SP:Iteration 30Q (35859.060000 sec): 3 clusters
  Score: Raw -12145564.944416 + Penalty 3764.233074 = -12141800.711342
  nChanged 1496
		SP:Iteration 31Q (35859.720000 sec): 3 clusters
  Score: Raw -12146319.098777 + Penalty 3764.233074 = -12142554.865703
  nChanged 1385
		SP:Iteration 32Q (35860.470000 sec): 3 clusters
  Score: Raw -12147005.272864 + Penalty 3764.233074 = -12143241.039790
  nChanged 1246
		SP:Iteration 33Q (35861.180000 sec): 3 clusters
  Score: Raw -12147609.279508 + Penalty 3764.233074 = -12143845.046434
  nChanged 1118
		SP:Iteration 34Q (35861.800000 sec): 3 clusters
  Score: Raw -12148157.555939 + Penalty 3764.233074 = -12144393.322864
  nChanged 1028
		SP:Iteration 35Q (35862.460000 sec): 3 clusters
  Score: Raw -12148693.346720 + Penalty 3764.233074 = -12144929.113645
  nChanged 937
		SP:Iteration 36Q (35863.080000 sec): 3 clusters
  Score: Raw -12149199.154877 + Penalty 3764.233074 = -12145434.921803
  nChanged 764
		SP:Iteration 37Q (35863.700000 sec): 3 clusters
  Score: Raw -12149620.726018 + Penalty 3764.233074 = -12145856.492944
  nChanged 597
		SP:Iteration 38Q (35864.340000 sec): 3 clusters
  Score: Raw -12149974.471718 + Penalty 3764.233074 = -12146210.238644
  nChanged 499
		SP:Iteration 39Q (35864.990000 sec): 3 clusters
  Score: Raw -12150264.346476 + Penalty 3764.233074 = -12146500.113401
  nChanged 428
		SP:Iteration 40F (35865.680000 sec): 3 clusters
  Score: Raw -12150505.975028 + Penalty 3764.233074 = -12146741.741954
  nChanged 356
		SP:Iteration 41Q (35866.410000 sec): 3 clusters
  Score: Raw -12150702.731022 + Penalty 3764.233074 = -12146938.497948
  nChanged 289
		SP:Iteration 42Q (35867.020000 sec): 3 clusters
  Score: Raw -12150871.258672 + Penalty 3764.233074 = -12147107.025598
  nChanged 244
		SP:Iteration 43Q (35867.580000 sec): 3 clusters
  Score: Raw -12151014.235831 + Penalty 3764.233074 = -12147250.002757
  nChanged 230
		SP:Iteration 44Q (35868.210000 sec): 3 clusters
  Score: Raw -12151115.306674 + Penalty 3764.233074 = -12147351.073600
  nChanged 177
		SP:Iteration 45Q (35868.840000 sec): 3 clusters
  Score: Raw -12151180.311855 + Penalty 3764.233074 = -12147416.078781
  nChanged 133
		SP:Iteration 46Q (35869.480000 sec): 3 clusters
  Score: Raw -12151222.680680 + Penalty 3764.233074 = -12147458.447605
  nChanged 113
		SP:Iteration 47Q (35870.150000 sec): 3 clusters
  Score: Raw -12151256.488026 + Penalty 3764.233074 = -12147492.254952
  nChanged 95
		SP:Iteration 48Q (35870.770000 sec): 3 clusters
  Score: Raw -12151286.549697 + Penalty 3764.233074 = -12147522.316623
  nChanged 92
		SP:Iteration 49Q (35871.420000 sec): 3 clusters
  Score: Raw -12151313.853221 + Penalty 3764.233074 = -12147549.620146
  nChanged 79
		SP:Iteration 50Q (35872.080000 sec): 3 clusters
  Score: Raw -12151329.427127 + Penalty 3764.233074 = -12147565.194053
  nChanged 57
		SP:Iteration 51Q (35872.700000 sec): 3 clusters
  Score: Raw -12151343.301997 + Penalty 3764.233074 = -12147579.068923
  nChanged 46
		SP:Iteration 52Q (35873.320000 sec): 3 clusters
  Score: Raw -12151353.263119 + Penalty 3764.233074 = -12147589.030044
  nChanged 27
		SP:Iteration 53Q (35873.940000 sec): 3 clusters
  Score: Raw -12151358.225817 + Penalty 3764.233074 = -12147593.992743
  nChanged 27
		SP:Iteration 54Q (35874.600000 sec): 3 clusters
  Score: Raw -12151364.464680 + Penalty 3764.233074 = -12147600.231605
  nChanged 28
		SP:Iteration 55Q (35875.170000 sec): 3 clusters
  Score: Raw -12151370.541092 + Penalty 3764.233074 = -12147606.308018
  nChanged 24
		SP:Iteration 56Q (35875.790000 sec): 3 clusters
  Score: Raw -12151377.233575 + Penalty 3764.233074 = -12147613.000501
  nChanged 26
		SP:Iteration 57Q (35876.440000 sec): 3 clusters
  Score: Raw -12151383.856298 + Penalty 3764.233074 = -12147619.623224
  nChanged 24
		SP:Iteration 58Q (35877.130000 sec): 3 clusters
  Score: Raw -12151389.222027 + Penalty 3764.233074 = -12147624.988953
  nChanged 15
		SP:Iteration 59Q (35877.710000 sec): 3 clusters
  Score: Raw -12151392.295794 + Penalty 3764.233074 = -12147628.062720
  nChanged 12
		SP:Iteration 60F (35878.440000 sec): 3 clusters
  Score: Raw -12151394.373292 + Penalty 3764.233074 = -12147630.140218
  nChanged 16
		SP:Iteration 61Q (35879.010000 sec): 3 clusters
  Score: Raw -12151396.907245 + Penalty 3764.233074 = -12147632.674170
  nChanged 7
		SP:Iteration 62Q (35879.610000 sec): 3 clusters
  Score: Raw -12151398.126021 + Penalty 3764.233074 = -12147633.892947
  nChanged 2
		SP:Iteration 63Q (35880.250000 sec): 3 clusters
  Score: Raw -12151398.373628 + Penalty 3764.233074 = -12147634.140554
  nChanged 6
		SP:Iteration 64Q (35880.900000 sec): 3 clusters
  Score: Raw -12151399.242696 + Penalty 3764.233074 = -12147635.009622
  nChanged 5
		SP:Iteration 65Q (35881.530000 sec): 3 clusters
  Score: Raw -12151400.285351 + Penalty 3764.233074 = -12147636.052277
  nChanged 6
		SP:Iteration 66Q (35882.150000 sec): 3 clusters
  Score: Raw -12151401.367034 + Penalty 3764.233074 = -12147637.133960
  nChanged 6
		SP:Iteration 67Q (35882.820000 sec): 3 clusters
  Score: Raw -12151402.105762 + Penalty 3764.233074 = -12147637.872688
  nChanged 5
		SP:Iteration 68Q (35883.460000 sec): 3 clusters
  Score: Raw -12151402.615258 + Penalty 3764.233074 = -12147638.382184
  nChanged 5
		SP:Iteration 69Q (35884.120000 sec): 3 clusters
  Score: Raw -12151403.309374 + Penalty 3764.233074 = -12147639.076300
  nChanged 0
		SP:Iteration 70F (35884.830000 sec): 3 clusters
  Score: Raw -12151403.309374 + Penalty 3764.233074 = -12147639.076300
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35884.960000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35885.220000 sec): 3 clusters
  Score: Raw -50874.021780 + Penalty 1987.664941 = -48886.356840
  nChanged 99
		SP:Iteration 1F (35885.380000 sec): 3 clusters
  Score: Raw -51028.772044 + Penalty 1987.664941 = -49041.107103
  nChanged 27
		SP:Iteration 2F (35885.550000 sec): 3 clusters
  Score: Raw -51067.986417 + Penalty 1987.664941 = -49080.321476
  nChanged 14
		SP:Iteration 3Q (35885.720000 sec): 3 clusters
  Score: Raw -51083.714341 + Penalty 1987.664941 = -49096.049400
  nChanged 6
		SP:Iteration 4Q (35885.940000 sec): 3 clusters
  Score: Raw -51095.855547 + Penalty 1987.664941 = -49108.190606
  nChanged 4
		SP:Iteration 5Q (35886.090000 sec): 3 clusters
  Score: Raw -51101.943132 + Penalty 1987.664941 = -49114.278191
  nChanged 0
		SP:Iteration 6F (35886.310000 sec): 3 clusters
  Score: Raw -51101.943132 + Penalty 1987.664941 = -49114.278191
  nChanged 0
Iteration 299Q (35998.440000 sec): 64 clusters
  Score: Raw -223647731.803693 + Penalty 148090.686629 = -223499641.117064
  nChanged 860
Iteration 300F (36184.440000 sec): 64 clusters
  Score: Raw -223647808.830016 + Penalty 148090.686629 = -223499718.143387
  nChanged 883
Iteration 301Q (36296.500000 sec): 64 clusters
  Score: Raw -223647870.199094 + Penalty 148090.686629 = -223499779.512465
  nChanged 880
Iteration 302Q (36400.330000 sec): 64 clusters
  Score: Raw -223647928.147883 + Penalty 148090.686629 = -223499837.461254
  nChanged 855
Iteration 303Q (36512.440000 sec): 64 clusters
  Score: Raw -223648002.249095 + Penalty 148090.686629 = -223499911.562467
  nChanged 838
Iteration 304Q (36616.140000 sec): 64 clusters
  Score: Raw -223648057.350392 + Penalty 148090.686629 = -223499966.663764
  nChanged 782
Iteration 305Q (36722.490000 sec): 64 clusters
  Score: Raw -223648096.424506 + Penalty 148090.686629 = -223500005.737877
  nChanged 759
Iteration 306Q (36826.300000 sec): 64 clusters
  Score: Raw -223648131.580288 + Penalty 148090.686629 = -223500040.893659
  nChanged 717
Iteration 307Q (36923.970000 sec): 64 clusters
  Score: Raw -223648162.642129 + Penalty 148090.686629 = -223500071.955501
  nChanged 684
Iteration 308Q (37027.480000 sec): 64 clusters
  Score: Raw -223648192.676082 + Penalty 148090.686629 = -223500101.989453
  nChanged 673
Iteration 309Q (37120.030000 sec): 64 clusters
  Score: Raw -223648218.311710 + Penalty 148090.686629 = -223500127.625081
  nChanged 595
Iteration 310Q (37215.480000 sec): 64 clusters
  Score: Raw -223648240.336109 + Penalty 148090.686629 = -223500149.649480
  nChanged 586
Iteration 311Q (37324.440000 sec): 64 clusters
  Score: Raw -223648264.761735 + Penalty 148090.686629 = -223500174.075107
  nChanged 533
Iteration 312Q (37436.100000 sec): 64 clusters
  Score: Raw -223648283.775549 + Penalty 148090.686629 = -223500193.088920
  nChanged 506
Iteration 313Q (37551.540000 sec): 64 clusters
  Score: Raw -223648299.981667 + Penalty 148090.686629 = -223500209.295038
  nChanged 472
Iteration 314Q (37663.880000 sec): 64 clusters
  Score: Raw -223648316.112061 + Penalty 148090.686629 = -223500225.425432
  nChanged 522
Iteration 315Q (37765.140000 sec): 64 clusters
  Score: Raw -223648336.292412 + Penalty 148090.686629 = -223500245.605784
  nChanged 465
Iteration 316Q (37860.860000 sec): 64 clusters
  Score: Raw -223648352.655575 + Penalty 148090.686629 = -223500261.968947
  nChanged 443
Iteration 317Q (37952.580000 sec): 64 clusters
  Score: Raw -223648367.364664 + Penalty 148090.686629 = -223500276.678035
  nChanged 405
Iteration 318Q (38063.740000 sec): 64 clusters
  Score: Raw -223648379.805574 + Penalty 148090.686629 = -223500289.118945
  nChanged 361
Iteration 319Q (38173.870000 sec): 64 clusters
  Score: Raw -223648390.491854 + Penalty 148090.686629 = -223500299.805226
  nChanged 364
Iteration 320F (38366.740000 sec): 64 clusters
  Score: Raw -223648402.117899 + Penalty 148090.686629 = -223500311.431270
  nChanged 355
Iteration 321Q (38469.920000 sec): 64 clusters
  Score: Raw -223648412.671208 + Penalty 148090.686629 = -223500321.984579
  nChanged 362
Iteration 322Q (38569.380000 sec): 64 clusters
  Score: Raw -223648424.101856 + Penalty 148090.686629 = -223500333.415227
  nChanged 354
Iteration 323Q (38673.000000 sec): 64 clusters
  Score: Raw -223648434.574858 + Penalty 148090.686629 = -223500343.888229
  nChanged 405
Iteration 324Q (38782.020000 sec): 64 clusters
  Score: Raw -223648445.087387 + Penalty 148090.686629 = -223500354.400759
  nChanged 354
Iteration 325Q (38887.200000 sec): 64 clusters
  Score: Raw -223648453.545520 + Penalty 148090.686629 = -223500362.858891
  nChanged 309
Iteration 326Q (38993.860000 sec): 64 clusters
  Score: Raw -223648460.186416 + Penalty 148090.686629 = -223500369.499787
  nChanged 291
Iteration 327Q (39084.760000 sec): 64 clusters
  Score: Raw -223648466.477719 + Penalty 148090.686629 = -223500375.791090
  nChanged 264
Iteration 328Q (39177.310000 sec): 64 clusters
  Score: Raw -223648471.705207 + Penalty 148090.686629 = -223500381.018578
  nChanged 241
Iteration 329Q (39273.440000 sec): 64 clusters
  Score: Raw -223648477.387893 + Penalty 148090.686629 = -223500386.701264
  nChanged 216
Iteration 330Q (39370.750000 sec): 64 clusters
  Score: Raw -223648483.364315 + Penalty 148090.686629 = -223500392.677686
  nChanged 240
Iteration 331Q (39481.790000 sec): 64 clusters
  Score: Raw -223648489.964047 + Penalty 148090.686629 = -223500399.277418
  nChanged 221
Iteration 332Q (39580.280000 sec): 64 clusters
  Score: Raw -223648497.163080 + Penalty 148090.686629 = -223500406.476451
  nChanged 213
Iteration 333Q (39680.320000 sec): 64 clusters
  Score: Raw -223648502.826282 + Penalty 148090.686629 = -223500412.139653
  nChanged 189
Iteration 334Q (39778.490000 sec): 64 clusters
  Score: Raw -223648509.090339 + Penalty 148090.686629 = -223500418.403711
  nChanged 181
Iteration 335Q (39875.980000 sec): 64 clusters
  Score: Raw -223648513.912860 + Penalty 148090.686629 = -223500423.226231
  nChanged 174
Iteration 336Q (39972.970000 sec): 64 clusters
  Score: Raw -223648519.147809 + Penalty 148090.686629 = -223500428.461181
  nChanged 186
Iteration 337Q (40067.460000 sec): 64 clusters
  Score: Raw -223648524.689827 + Penalty 148090.686629 = -223500434.003198
  nChanged 192
Iteration 338Q (40159.220000 sec): 64 clusters
  Score: Raw -223648530.981116 + Penalty 148090.686629 = -223500440.294487
  nChanged 204
Writing temp clu file 
Because OldScore, -223500434.003198, is greater than current (better) Score,-223500440.294487 
 Compute initial score before splitting:   Score: Raw -223648530.981116 + Penalty 148090.686629 = -223500440.294487
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (22764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40159.910000 sec): 2 clusters
  Score: Raw -2687107.661898 + Penalty 1630.352038 = -2685477.309860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40160.230000 sec): 3 clusters
  Score: Raw -2673309.434224 + Penalty 3260.704076 = -2670048.730147
  nChanged 10362
		SP:Iteration 1F (40160.500000 sec): 3 clusters
  Score: Raw -2678918.202158 + Penalty 3260.704076 = -2675657.498081
  nChanged 1244
		SP:Iteration 2F (40160.800000 sec): 3 clusters
  Score: Raw -2679535.950136 + Penalty 3260.704076 = -2676275.246060
  nChanged 1395
		SP:Iteration 3F (40161.150000 sec): 3 clusters
  Score: Raw -2680381.649505 + Penalty 3260.704076 = -2677120.945428
  nChanged 1492
		SP:Iteration 4F (40161.450000 sec): 3 clusters
  Score: Raw -2681328.871067 + Penalty 3260.704076 = -2678068.166991
  nChanged 1529
		SP:Iteration 5F (40161.760000 sec): 3 clusters
  Score: Raw -2682248.459467 + Penalty 3260.704076 = -2678987.755390
  nChanged 1432
		SP:Iteration 6F (40162.080000 sec): 3 clusters
  Score: Raw -2683135.898862 + Penalty 3260.704076 = -2679875.194786
  nChanged 1291
		SP:Iteration 7F (40162.420000 sec): 3 clusters
  Score: Raw -2683956.408483 + Penalty 3260.704076 = -2680695.704406
  nChanged 1095
		SP:Iteration 8Q (40162.750000 sec): 3 clusters
  Score: Raw -2684580.837508 + Penalty 3260.704076 = -2681320.133431
  nChanged 875
		SP:Iteration 9Q (40163.060000 sec): 3 clusters
  Score: Raw -2685031.445594 + Penalty 3260.704076 = -2681770.741518
  nChanged 760
		SP:Iteration 10Q (40163.320000 sec): 3 clusters
  Score: Raw -2685404.046731 + Penalty 3260.704076 = -2682143.342655
  nChanged 619
		SP:Iteration 11Q (40163.670000 sec): 3 clusters
  Score: Raw -2685683.894503 + Penalty 3260.704076 = -2682423.190427
  nChanged 549
		SP:Iteration 12Q (40163.990000 sec): 3 clusters
  Score: Raw -2685946.398367 + Penalty 3260.704076 = -2682685.694291
  nChanged 456
		SP:Iteration 13Q (40164.320000 sec): 3 clusters
  Score: Raw -2686152.595506 + Penalty 3260.704076 = -2682891.891430
  nChanged 395
		SP:Iteration 14Q (40164.600000 sec): 3 clusters
  Score: Raw -2686355.197464 + Penalty 3260.704076 = -2683094.493388
  nChanged 375
		SP:Iteration 15Q (40164.950000 sec): 3 clusters
  Score: Raw -2686524.378859 + Penalty 3260.704076 = -2683263.674783
  nChanged 303
		SP:Iteration 16Q (40165.250000 sec): 3 clusters
  Score: Raw -2686657.777198 + Penalty 3260.704076 = -2683397.073122
  nChanged 287
		SP:Iteration 17Q (40165.550000 sec): 3 clusters
  Score: Raw -2686787.313228 + Penalty 3260.704076 = -2683526.609151
  nChanged 264
		SP:Iteration 18Q (40165.810000 sec): 3 clusters
  Score: Raw -2686899.440369 + Penalty 3260.704076 = -2683638.736293
  nChanged 261
		SP:Iteration 19Q (40166.080000 sec): 3 clusters
  Score: Raw -2687014.017999 + Penalty 3260.704076 = -2683753.313922
  nChanged 261
		SP:Iteration 20F (40166.390000 sec): 3 clusters
  Score: Raw -2687143.304615 + Penalty 3260.704076 = -2683882.600538
  nChanged 249
		SP:Iteration 21Q (40166.680000 sec): 3 clusters
  Score: Raw -2687257.303193 + Penalty 3260.704076 = -2683996.599117
  nChanged 222
		SP:Iteration 22Q (40166.990000 sec): 3 clusters
  Score: Raw -2687337.426906 + Penalty 3260.704076 = -2684076.722830
  nChanged 208
		SP:Iteration 23Q (40167.340000 sec): 3 clusters
  Score: Raw -2687401.485829 + Penalty 3260.704076 = -2684140.781753
  nChanged 156
		SP:Iteration 24Q (40167.610000 sec): 3 clusters
  Score: Raw -2687442.617130 + Penalty 3260.704076 = -2684181.913054
  nChanged 144
		SP:Iteration 25Q (40167.900000 sec): 3 clusters
  Score: Raw -2687477.755602 + Penalty 3260.704076 = -2684217.051525
  nChanged 137
		SP:Iteration 26Q (40168.230000 sec): 3 clusters
  Score: Raw -2687507.668462 + Penalty 3260.704076 = -2684246.964386
  nChanged 122
		SP:Iteration 27Q (40168.580000 sec): 3 clusters
  Score: Raw -2687536.485057 + Penalty 3260.704076 = -2684275.780981
  nChanged 117
		SP:Iteration 28Q (40168.890000 sec): 3 clusters
  Score: Raw -2687560.293954 + Penalty 3260.704076 = -2684299.589877
  nChanged 115
		SP:Iteration 29Q (40169.170000 sec): 3 clusters
  Score: Raw -2687583.565946 + Penalty 3260.704076 = -2684322.861870
  nChanged 106
		SP:Iteration 30Q (40169.550000 sec): 3 clusters
  Score: Raw -2687605.324509 + Penalty 3260.704076 = -2684344.620432
  nChanged 92
		SP:Iteration 31Q (40169.780000 sec): 3 clusters
  Score: Raw -2687623.380729 + Penalty 3260.704076 = -2684362.676653
  nChanged 96
		SP:Iteration 32Q (40170.110000 sec): 3 clusters
  Score: Raw -2687641.427249 + Penalty 3260.704076 = -2684380.723173
  nChanged 92
		SP:Iteration 33Q (40170.520000 sec): 3 clusters
  Score: Raw -2687660.573953 + Penalty 3260.704076 = -2684399.869877
  nChanged 82
		SP:Iteration 34Q (40170.800000 sec): 3 clusters
  Score: Raw -2687674.664945 + Penalty 3260.704076 = -2684413.960868
  nChanged 71
		SP:Iteration 35Q (40171.100000 sec): 3 clusters
  Score: Raw -2687686.070263 + Penalty 3260.704076 = -2684425.366186
  nChanged 72
		SP:Iteration 36Q (40171.390000 sec): 3 clusters
  Score: Raw -2687702.051525 + Penalty 3260.704076 = -2684441.347449
  nChanged 75
		SP:Iteration 37Q (40171.670000 sec): 3 clusters
  Score: Raw -2687716.226048 + Penalty 3260.704076 = -2684455.521972
  nChanged 66
		SP:Iteration 38Q (40171.950000 sec): 3 clusters
  Score: Raw -2687731.198371 + Penalty 3260.704076 = -2684470.494294
  nChanged 76
		SP:Iteration 39Q (40172.190000 sec): 3 clusters
  Score: Raw -2687746.345644 + Penalty 3260.704076 = -2684485.641567
  nChanged 71
		SP:Iteration 40F (40172.480000 sec): 3 clusters
  Score: Raw -2687760.170273 + Penalty 3260.704076 = -2684499.466196
  nChanged 73
		SP:Iteration 41Q (40172.760000 sec): 3 clusters
  Score: Raw -2687772.942080 + Penalty 3260.704076 = -2684512.238004
  nChanged 57
		SP:Iteration 42Q (40173.030000 sec): 3 clusters
  Score: Raw -2687783.245607 + Penalty 3260.704076 = -2684522.541531
  nChanged 59
		SP:Iteration 43Q (40173.340000 sec): 3 clusters
  Score: Raw -2687793.805732 + Penalty 3260.704076 = -2684533.101655
  nChanged 64
		SP:Iteration 44Q (40173.550000 sec): 3 clusters
  Score: Raw -2687808.791613 + Penalty 3260.704076 = -2684548.087537
  nChanged 81
		SP:Iteration 45Q (40173.850000 sec): 3 clusters
  Score: Raw -2687827.324579 + Penalty 3260.704076 = -2684566.620503
  nChanged 66
		SP:Iteration 46Q (40174.110000 sec): 3 clusters
  Score: Raw -2687842.480885 + Penalty 3260.704076 = -2684581.776809
  nChanged 74
		SP:Iteration 47Q (40174.390000 sec): 3 clusters
  Score: Raw -2687857.074191 + Penalty 3260.704076 = -2684596.370114
  nChanged 58
		SP:Iteration 48Q (40174.650000 sec): 3 clusters
  Score: Raw -2687869.099436 + Penalty 3260.704076 = -2684608.395360
  nChanged 74
		SP:Iteration 49Q (40174.910000 sec): 3 clusters
  Score: Raw -2687887.081268 + Penalty 3260.704076 = -2684626.377192
  nChanged 57
		SP:Iteration 50Q (40175.160000 sec): 3 clusters
  Score: Raw -2687899.659945 + Penalty 3260.704076 = -2684638.955869
  nChanged 59
		SP:Iteration 51Q (40175.420000 sec): 3 clusters
  Score: Raw -2687912.700781 + Penalty 3260.704076 = -2684651.996705
  nChanged 57
		SP:Iteration 52Q (40175.650000 sec): 3 clusters
  Score: Raw -2687924.200295 + Penalty 3260.704076 = -2684663.496219
  nChanged 53
		SP:Iteration 53Q (40175.980000 sec): 3 clusters
  Score: Raw -2687936.194992 + Penalty 3260.704076 = -2684675.490916
  nChanged 62
		SP:Iteration 54Q (40176.200000 sec): 3 clusters
  Score: Raw -2687948.704212 + Penalty 3260.704076 = -2684688.000136
  nChanged 47
		SP:Iteration 55Q (40176.470000 sec): 3 clusters
  Score: Raw -2687958.388081 + Penalty 3260.704076 = -2684697.684004
  nChanged 39
		SP:Iteration 56Q (40176.780000 sec): 3 clusters
  Score: Raw -2687964.160509 + Penalty 3260.704076 = -2684703.456433
  nChanged 37
		SP:Iteration 57Q (40177.030000 sec): 3 clusters
  Score: Raw -2687969.497520 + Penalty 3260.704076 = -2684708.793444
  nChanged 32
		SP:Iteration 58Q (40177.300000 sec): 3 clusters
  Score: Raw -2687973.403823 + Penalty 3260.704076 = -2684712.699747
  nChanged 24
		SP:Iteration 59Q (40177.540000 sec): 3 clusters
  Score: Raw -2687977.208158 + Penalty 3260.704076 = -2684716.504082
  nChanged 30
		SP:Iteration 60F (40177.860000 sec): 3 clusters
  Score: Raw -2687981.590848 + Penalty 3260.704076 = -2684720.886771
  nChanged 29
		SP:Iteration 61Q (40178.170000 sec): 3 clusters
  Score: Raw -2687985.969937 + Penalty 3260.704076 = -2684725.265860
  nChanged 24
		SP:Iteration 62Q (40178.460000 sec): 3 clusters
  Score: Raw -2687989.119103 + Penalty 3260.704076 = -2684728.415026
  nChanged 20
		SP:Iteration 63Q (40178.690000 sec): 3 clusters
  Score: Raw -2687991.829497 + Penalty 3260.704076 = -2684731.125421
  nChanged 20
		SP:Iteration 64Q (40178.990000 sec): 3 clusters
  Score: Raw -2687996.006367 + Penalty 3260.704076 = -2684735.302290
  nChanged 16
		SP:Iteration 65Q (40179.230000 sec): 3 clusters
  Score: Raw -2687998.235614 + Penalty 3260.704076 = -2684737.531538
  nChanged 16
		SP:Iteration 66Q (40179.550000 sec): 3 clusters
  Score: Raw -2688000.803442 + Penalty 3260.704076 = -2684740.099365
  nChanged 17
		SP:Iteration 67Q (40179.830000 sec): 3 clusters
  Score: Raw -2688003.880460 + Penalty 3260.704076 = -2684743.176384
  nChanged 19
		SP:Iteration 68Q (40180.130000 sec): 3 clusters
  Score: Raw -2688007.202829 + Penalty 3260.704076 = -2684746.498753
  nChanged 23
		SP:Iteration 69Q (40180.390000 sec): 3 clusters
  Score: Raw -2688009.973415 + Penalty 3260.704076 = -2684749.269338
  nChanged 20
		SP:Iteration 70Q (40180.710000 sec): 3 clusters
  Score: Raw -2688013.165595 + Penalty 3260.704076 = -2684752.461519
  nChanged 19
		SP:Iteration 71Q (40181.000000 sec): 3 clusters
  Score: Raw -2688017.121722 + Penalty 3260.704076 = -2684756.417646
  nChanged 22
		SP:Iteration 72Q (40181.260000 sec): 3 clusters
  Score: Raw -2688021.320005 + Penalty 3260.704076 = -2684760.615928
  nChanged 20
		SP:Iteration 73Q (40181.540000 sec): 3 clusters
  Score: Raw -2688024.023009 + Penalty 3260.704076 = -2684763.318933
  nChanged 21
		SP:Iteration 74Q (40181.860000 sec): 3 clusters
  Score: Raw -2688026.998584 + Penalty 3260.704076 = -2684766.294508
  nChanged 17
		SP:Iteration 75Q (40182.180000 sec): 3 clusters
  Score: Raw -2688030.011386 + Penalty 3260.704076 = -2684769.307309
  nChanged 18
		SP:Iteration 76Q (40182.450000 sec): 3 clusters
  Score: Raw -2688032.378702 + Penalty 3260.704076 = -2684771.674626
  nChanged 13
		SP:Iteration 77Q (40182.780000 sec): 3 clusters
  Score: Raw -2688033.815915 + Penalty 3260.704076 = -2684773.111839
  nChanged 7
		SP:Iteration 78Q (40183.060000 sec): 3 clusters
  Score: Raw -2688034.810079 + Penalty 3260.704076 = -2684774.106003
  nChanged 13
		SP:Iteration 79Q (40183.330000 sec): 3 clusters
  Score: Raw -2688036.427110 + Penalty 3260.704076 = -2684775.723034
  nChanged 13
		SP:Iteration 80F (40183.610000 sec): 3 clusters
  Score: Raw -2688038.445143 + Penalty 3260.704076 = -2684777.741067
  nChanged 13
		SP:Iteration 81Q (40183.920000 sec): 3 clusters
  Score: Raw -2688039.960819 + Penalty 3260.704076 = -2684779.256742
  nChanged 10
		SP:Iteration 82Q (40184.240000 sec): 3 clusters
  Score: Raw -2688041.735733 + Penalty 3260.704076 = -2684781.031656
  nChanged 14
		SP:Iteration 83Q (40184.580000 sec): 3 clusters
  Score: Raw -2688044.658725 + Penalty 3260.704076 = -2684783.954649
  nChanged 21
		SP:Iteration 84Q (40184.920000 sec): 3 clusters
  Score: Raw -2688049.364988 + Penalty 3260.704076 = -2684788.660911
  nChanged 15
		SP:Iteration 85Q (40185.180000 sec): 3 clusters
  Score: Raw -2688051.773217 + Penalty 3260.704076 = -2684791.069141
  nChanged 13
		SP:Iteration 86Q (40185.470000 sec): 3 clusters
  Score: Raw -2688053.705910 + Penalty 3260.704076 = -2684793.001834
  nChanged 15
		SP:Iteration 87Q (40185.760000 sec): 3 clusters
  Score: Raw -2688056.264159 + Penalty 3260.704076 = -2684795.560083
  nChanged 13
		SP:Iteration 88Q (40186.100000 sec): 3 clusters
  Score: Raw -2688058.165493 + Penalty 3260.704076 = -2684797.461416
  nChanged 6
		SP:Iteration 89Q (40186.380000 sec): 3 clusters
  Score: Raw -2688059.218986 + Penalty 3260.704076 = -2684798.514910
  nChanged 7
		SP:Iteration 90Q (40186.700000 sec): 3 clusters
  Score: Raw -2688060.028261 + Penalty 3260.704076 = -2684799.324185
  nChanged 8
		SP:Iteration 91Q (40187.000000 sec): 3 clusters
  Score: Raw -2688061.126767 + Penalty 3260.704076 = -2684800.422691
  nChanged 13
		SP:Iteration 92Q (40187.320000 sec): 3 clusters
  Score: Raw -2688063.640960 + Penalty 3260.704076 = -2684802.936883
  nChanged 13
		SP:Iteration 93Q (40187.620000 sec): 3 clusters
  Score: Raw -2688065.613952 + Penalty 3260.704076 = -2684804.909876
  nChanged 12
		SP:Iteration 94Q (40187.890000 sec): 3 clusters
  Score: Raw -2688067.219108 + Penalty 3260.704076 = -2684806.515032
  nChanged 12
		SP:Iteration 95Q (40188.130000 sec): 3 clusters
  Score: Raw -2688069.474302 + Penalty 3260.704076 = -2684808.770226
  nChanged 16
		SP:Iteration 96Q (40188.440000 sec): 3 clusters
  Score: Raw -2688072.946721 + Penalty 3260.704076 = -2684812.242645
  nChanged 18
		SP:Iteration 97Q (40188.700000 sec): 3 clusters
  Score: Raw -2688075.747395 + Penalty 3260.704076 = -2684815.043319
  nChanged 15
		SP:Iteration 98Q (40189.010000 sec): 3 clusters
  Score: Raw -2688078.376269 + Penalty 3260.704076 = -2684817.672193
  nChanged 9
		SP:Iteration 99Q (40189.260000 sec): 3 clusters
  Score: Raw -2688079.553583 + Penalty 3260.704076 = -2684818.849506
  nChanged 15
		SP:Iteration 100F (40189.510000 sec): 3 clusters
  Score: Raw -2688083.228971 + Penalty 3260.704076 = -2684822.524894
  nChanged 18
		SP:Iteration 101Q (40189.780000 sec): 3 clusters
  Score: Raw -2688087.240701 + Penalty 3260.704076 = -2684826.536625
  nChanged 22
		SP:Iteration 102Q (40190.080000 sec): 3 clusters
  Score: Raw -2688090.860033 + Penalty 3260.704076 = -2684830.155956
  nChanged 23
		SP:Iteration 103Q (40190.330000 sec): 3 clusters
  Score: Raw -2688094.546223 + Penalty 3260.704076 = -2684833.842147
  nChanged 15
		SP:Iteration 104Q (40190.600000 sec): 3 clusters
  Score: Raw -2688097.122652 + Penalty 3260.704076 = -2684836.418576
  nChanged 17
		SP:Iteration 105Q (40190.820000 sec): 3 clusters
  Score: Raw -2688100.764036 + Penalty 3260.704076 = -2684840.059960
  nChanged 17
		SP:Iteration 106Q (40191.120000 sec): 3 clusters
  Score: Raw -2688104.510459 + Penalty 3260.704076 = -2684843.806383
  nChanged 25
		SP:Iteration 107Q (40191.360000 sec): 3 clusters
  Score: Raw -2688109.922773 + Penalty 3260.704076 = -2684849.218697
  nChanged 23
		SP:Iteration 108Q (40191.610000 sec): 3 clusters
  Score: Raw -2688114.565281 + Penalty 3260.704076 = -2684853.861205
  nChanged 18
		SP:Iteration 109Q (40191.880000 sec): 3 clusters
  Score: Raw -2688117.175037 + Penalty 3260.704076 = -2684856.470960
  nChanged 16
		SP:Iteration 110Q (40192.170000 sec): 3 clusters
  Score: Raw -2688120.133509 + Penalty 3260.704076 = -2684859.429433
  nChanged 18
		SP:Iteration 111Q (40192.460000 sec): 3 clusters
  Score: Raw -2688123.626570 + Penalty 3260.704076 = -2684862.922494
  nChanged 6
		SP:Iteration 112Q (40192.710000 sec): 3 clusters
  Score: Raw -2688124.799589 + Penalty 3260.704076 = -2684864.095513
  nChanged 11
		SP:Iteration 113Q (40193.060000 sec): 3 clusters
  Score: Raw -2688126.590067 + Penalty 3260.704076 = -2684865.885991
  nChanged 10
		SP:Iteration 114Q (40193.350000 sec): 3 clusters
  Score: Raw -2688128.276310 + Penalty 3260.704076 = -2684867.572234
  nChanged 12
		SP:Iteration 115Q (40193.610000 sec): 3 clusters
  Score: Raw -2688129.982621 + Penalty 3260.704076 = -2684869.278545
  nChanged 7
		SP:Iteration 116Q (40193.870000 sec): 3 clusters
  Score: Raw -2688130.700931 + Penalty 3260.704076 = -2684869.996855
  nChanged 4
		SP:Iteration 117Q (40194.210000 sec): 3 clusters
  Score: Raw -2688131.540897 + Penalty 3260.704076 = -2684870.836820
  nChanged 3
		SP:Iteration 118Q (40194.510000 sec): 3 clusters
  Score: Raw -2688132.001215 + Penalty 3260.704076 = -2684871.297139
  nChanged 2
		SP:Iteration 119Q (40194.830000 sec): 3 clusters
  Score: Raw -2688132.155659 + Penalty 3260.704076 = -2684871.451582
  nChanged 1
		SP:Iteration 120F (40195.130000 sec): 3 clusters
  Score: Raw -2688132.504703 + Penalty 3260.704076 = -2684871.800627
  nChanged 3
		SP:Iteration 121Q (40195.460000 sec): 3 clusters
  Score: Raw -2688133.006954 + Penalty 3260.704076 = -2684872.302878
  nChanged 3
		SP:Iteration 122Q (40195.710000 sec): 3 clusters
  Score: Raw -2688133.618156 + Penalty 3260.704076 = -2684872.914080
  nChanged 5
		SP:Iteration 123Q (40196.010000 sec): 3 clusters
  Score: Raw -2688134.582079 + Penalty 3260.704076 = -2684873.878002
  nChanged 4
		SP:Iteration 124Q (40196.310000 sec): 3 clusters
  Score: Raw -2688135.530500 + Penalty 3260.704076 = -2684874.826423
  nChanged 8
		SP:Iteration 125Q (40196.580000 sec): 3 clusters
  Score: Raw -2688136.815908 + Penalty 3260.704076 = -2684876.111832
  nChanged 10
		SP:Iteration 126Q (40196.900000 sec): 3 clusters
  Score: Raw -2688138.981339 + Penalty 3260.704076 = -2684878.277263
  nChanged 14
		SP:Iteration 127Q (40197.180000 sec): 3 clusters
  Score: Raw -2688141.406692 + Penalty 3260.704076 = -2684880.702615
  nChanged 11
		SP:Iteration 128Q (40197.460000 sec): 3 clusters
  Score: Raw -2688143.267502 + Penalty 3260.704076 = -2684882.563426
  nChanged 10
		SP:Iteration 129Q (40197.710000 sec): 3 clusters
  Score: Raw -2688144.576877 + Penalty 3260.704076 = -2684883.872800
  nChanged 9
		SP:Iteration 130Q (40197.990000 sec): 3 clusters
  Score: Raw -2688146.087158 + Penalty 3260.704076 = -2684885.383082
  nChanged 7
		SP:Iteration 131Q (40198.300000 sec): 3 clusters
  Score: Raw -2688146.894038 + Penalty 3260.704076 = -2684886.189961
  nChanged 5
		SP:Iteration 132Q (40198.550000 sec): 3 clusters
  Score: Raw -2688148.074873 + Penalty 3260.704076 = -2684887.370796
  nChanged 6
		SP:Iteration 133Q (40198.860000 sec): 3 clusters
  Score: Raw -2688149.507794 + Penalty 3260.704076 = -2684888.803718
  nChanged 2
		SP:Iteration 134Q (40199.080000 sec): 3 clusters
  Score: Raw -2688149.871286 + Penalty 3260.704076 = -2684889.167209
  nChanged 2
		SP:Iteration 135Q (40199.380000 sec): 3 clusters
  Score: Raw -2688150.079653 + Penalty 3260.704076 = -2684889.375576
  nChanged 2
		SP:Iteration 136Q (40199.690000 sec): 3 clusters
  Score: Raw -2688150.355889 + Penalty 3260.704076 = -2684889.651813
  nChanged 1
		SP:Iteration 137Q (40199.970000 sec): 3 clusters
  Score: Raw -2688150.428506 + Penalty 3260.704076 = -2684889.724430
  nChanged 0
		SP:Iteration 138F (40200.290000 sec): 3 clusters
  Score: Raw -2688150.428506 + Penalty 3260.704076 = -2684889.724430
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (362860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40201.770000 sec): 2 clusters
  Score: Raw -44121718.879620 + Penalty 2080.288009 = -44119638.591611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40203.380000 sec): 3 clusters
  Score: Raw -43879571.301768 + Penalty 4160.576018 = -43875410.725750
  nChanged 176621
		SP:Iteration 1F (40205.040000 sec): 3 clusters
  Score: Raw -43985900.252980 + Penalty 4160.576018 = -43981739.676961
  nChanged 11566
		SP:Iteration 2Q (40206.820000 sec): 3 clusters
  Score: Raw -43988922.666592 + Penalty 4160.576018 = -43984762.090574
  nChanged 14490
		SP:Iteration 3Q (40208.640000 sec): 3 clusters
  Score: Raw -43993796.536516 + Penalty 4160.576018 = -43989635.960498
  nChanged 18288
		SP:Iteration 4F (40210.370000 sec): 3 clusters
  Score: Raw -44001513.488490 + Penalty 4160.576018 = -43997352.912472
  nChanged 21935
		SP:Iteration 5F (40212.050000 sec): 3 clusters
  Score: Raw -44012764.293514 + Penalty 4160.576018 = -44008603.717496
  nChanged 24434
		SP:Iteration 6F (40213.630000 sec): 3 clusters
  Score: Raw -44027472.691810 + Penalty 4160.576018 = -44023312.115792
  nChanged 25336
		SP:Iteration 7F (40215.270000 sec): 3 clusters
  Score: Raw -44044829.749899 + Penalty 4160.576018 = -44040669.173881
  nChanged 24928
		SP:Iteration 8F (40216.930000 sec): 3 clusters
  Score: Raw -44064190.634023 + Penalty 4160.576018 = -44060030.058004
  nChanged 23153
		SP:Iteration 9F (40218.570000 sec): 3 clusters
  Score: Raw -44084336.596939 + Penalty 4160.576018 = -44080176.020921
  nChanged 18864
		SP:Iteration 10F (40220.280000 sec): 3 clusters
  Score: Raw -44102308.117307 + Penalty 4160.576018 = -44098147.541289
  nChanged 12278
		SP:Iteration 11Q (40222.050000 sec): 3 clusters
  Score: Raw -44114327.889055 + Penalty 4160.576018 = -44110167.313037
  nChanged 5555
		SP:Iteration 12Q (40223.620000 sec): 3 clusters
  Score: Raw -44119554.031460 + Penalty 4160.576018 = -44115393.455442
  nChanged 1834
		SP:Iteration 13Q (40225.090000 sec): 3 clusters
  Score: Raw -44121190.517936 + Penalty 4160.576018 = -44117029.941918
  nChanged 480
		SP:Iteration 14Q (40226.410000 sec): 3 clusters
  Score: Raw -44121640.473468 + Penalty 4160.576018 = -44117479.897449
  nChanged 134
		SP:Iteration 15Q (40227.760000 sec): 3 clusters
  Score: Raw -44121797.637678 + Penalty 4160.576018 = -44117637.061660
  nChanged 58
		SP:Iteration 16Q (40229.090000 sec): 3 clusters
  Score: Raw -44121872.377963 + Penalty 4160.576018 = -44117711.801944
  nChanged 19
		SP:Iteration 17Q (40230.370000 sec): 3 clusters
  Score: Raw -44121899.027657 + Penalty 4160.576018 = -44117738.451638
  nChanged 11
		SP:Iteration 18Q (40231.620000 sec): 3 clusters
  Score: Raw -44121917.258549 + Penalty 4160.576018 = -44117756.682531
  nChanged 8
		SP:Iteration 19Q (40232.860000 sec): 3 clusters
  Score: Raw -44121930.461955 + Penalty 4160.576018 = -44117769.885937
  nChanged 4
		SP:Iteration 20F (40234.390000 sec): 3 clusters
  Score: Raw -44121934.742482 + Penalty 4160.576018 = -44117774.166463
  nChanged 3
		SP:Iteration 21Q (40235.670000 sec): 3 clusters
  Score: Raw -44121940.551237 + Penalty 4160.576018 = -44117779.975219
  nChanged 2
		SP:Iteration 22Q (40237.040000 sec): 3 clusters
  Score: Raw -44121943.888099 + Penalty 4160.576018 = -44117783.312081
  nChanged 4
		SP:Iteration 23Q (40238.350000 sec): 3 clusters
  Score: Raw -44121946.456470 + Penalty 4160.576018 = -44117785.880451
  nChanged 2
		SP:Iteration 24Q (40239.710000 sec): 3 clusters
  Score: Raw -44121947.196429 + Penalty 4160.576018 = -44117786.620411
  nChanged 0
		SP:Iteration 25F (40241.310000 sec): 3 clusters
  Score: Raw -44121947.196429 + Penalty 4160.576018 = -44117786.620411
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40241.610000 sec): 2 clusters
  Score: Raw -1642074.372208 + Penalty 1547.290517 = -1640527.081691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40241.830000 sec): 3 clusters
  Score: Raw -1634119.966648 + Penalty 3094.581034 = -1631025.385613
  nChanged 6026
		SP:Iteration 1F (40242.060000 sec): 3 clusters
  Score: Raw -1637399.465306 + Penalty 3094.581034 = -1634304.884272
  nChanged 731
		SP:Iteration 2F (40242.270000 sec): 3 clusters
  Score: Raw -1637685.223900 + Penalty 3094.581034 = -1634590.642866
  nChanged 667
		SP:Iteration 3Q (40242.530000 sec): 3 clusters
  Score: Raw -1637964.000902 + Penalty 3094.581034 = -1634869.419868
  nChanged 628
		SP:Iteration 4Q (40242.790000 sec): 3 clusters
  Score: Raw -1638260.081384 + Penalty 3094.581034 = -1635165.500350
  nChanged 622
		SP:Iteration 5Q (40243.040000 sec): 3 clusters
  Score: Raw -1638565.979855 + Penalty 3094.581034 = -1635471.398821
  nChanged 625
		SP:Iteration 6Q (40243.310000 sec): 3 clusters
  Score: Raw -1638896.988659 + Penalty 3094.581034 = -1635802.407624
  nChanged 607
		SP:Iteration 7Q (40243.550000 sec): 3 clusters
  Score: Raw -1639254.266114 + Penalty 3094.581034 = -1636159.685080
  nChanged 663
		SP:Iteration 8Q (40243.790000 sec): 3 clusters
  Score: Raw -1639691.168310 + Penalty 3094.581034 = -1636596.587276
  nChanged 703
		SP:Iteration 9F (40244.050000 sec): 3 clusters
  Score: Raw -1640149.184251 + Penalty 3094.581034 = -1637054.603216
  nChanged 662
		SP:Iteration 10Q (40244.280000 sec): 3 clusters
  Score: Raw -1640593.218916 + Penalty 3094.581034 = -1637498.637881
  nChanged 549
		SP:Iteration 11Q (40244.530000 sec): 3 clusters
  Score: Raw -1640950.638274 + Penalty 3094.581034 = -1637856.057240
  nChanged 447
		SP:Iteration 12Q (40244.770000 sec): 3 clusters
  Score: Raw -1641250.013912 + Penalty 3094.581034 = -1638155.432878
  nChanged 379
		SP:Iteration 13Q (40245.020000 sec): 3 clusters
  Score: Raw -1641503.474672 + Penalty 3094.581034 = -1638408.893637
  nChanged 290
		SP:Iteration 14Q (40245.200000 sec): 3 clusters
  Score: Raw -1641674.217856 + Penalty 3094.581034 = -1638579.636821
  nChanged 238
		SP:Iteration 15Q (40245.390000 sec): 3 clusters
  Score: Raw -1641819.673716 + Penalty 3094.581034 = -1638725.092681
  nChanged 209
		SP:Iteration 16Q (40245.590000 sec): 3 clusters
  Score: Raw -1641949.711848 + Penalty 3094.581034 = -1638855.130813
  nChanged 160
		SP:Iteration 17Q (40245.800000 sec): 3 clusters
  Score: Raw -1642047.536479 + Penalty 3094.581034 = -1638952.955444
  nChanged 122
		SP:Iteration 18Q (40246.010000 sec): 3 clusters
  Score: Raw -1642124.483137 + Penalty 3094.581034 = -1639029.902102
  nChanged 98
		SP:Iteration 19Q (40246.220000 sec): 3 clusters
  Score: Raw -1642186.320779 + Penalty 3094.581034 = -1639091.739744
  nChanged 76
		SP:Iteration 20F (40246.420000 sec): 3 clusters
  Score: Raw -1642248.611950 + Penalty 3094.581034 = -1639154.030916
  nChanged 65
		SP:Iteration 21Q (40246.650000 sec): 3 clusters
  Score: Raw -1642295.758679 + Penalty 3094.581034 = -1639201.177645
  nChanged 39
		SP:Iteration 22Q (40246.910000 sec): 3 clusters
  Score: Raw -1642324.021724 + Penalty 3094.581034 = -1639229.440690
  nChanged 42
		SP:Iteration 23Q (40247.140000 sec): 3 clusters
  Score: Raw -1642347.709980 + Penalty 3094.581034 = -1639253.128946
  nChanged 31
		SP:Iteration 24Q (40247.350000 sec): 3 clusters
  Score: Raw -1642364.089482 + Penalty 3094.581034 = -1639269.508448
  nChanged 26
		SP:Iteration 25Q (40247.630000 sec): 3 clusters
  Score: Raw -1642378.499857 + Penalty 3094.581034 = -1639283.918822
  nChanged 21
		SP:Iteration 26Q (40247.890000 sec): 3 clusters
  Score: Raw -1642389.728788 + Penalty 3094.581034 = -1639295.147754
  nChanged 26
		SP:Iteration 27Q (40248.080000 sec): 3 clusters
  Score: Raw -1642408.316387 + Penalty 3094.581034 = -1639313.735353
  nChanged 25
		SP:Iteration 28Q (40248.290000 sec): 3 clusters
  Score: Raw -1642429.318306 + Penalty 3094.581034 = -1639334.737272
  nChanged 21
		SP:Iteration 29Q (40248.510000 sec): 3 clusters
  Score: Raw -1642441.231583 + Penalty 3094.581034 = -1639346.650549
  nChanged 19
		SP:Iteration 30Q (40248.730000 sec): 3 clusters
  Score: Raw -1642454.994442 + Penalty 3094.581034 = -1639360.413408
  nChanged 18
		SP:Iteration 31Q (40248.940000 sec): 3 clusters
  Score: Raw -1642466.189518 + Penalty 3094.581034 = -1639371.608484
  nChanged 14
		SP:Iteration 32Q (40249.210000 sec): 3 clusters
  Score: Raw -1642476.836705 + Penalty 3094.581034 = -1639382.255671
  nChanged 10
		SP:Iteration 33Q (40249.450000 sec): 3 clusters
  Score: Raw -1642481.796503 + Penalty 3094.581034 = -1639387.215469
  nChanged 5
		SP:Iteration 34Q (40249.700000 sec): 3 clusters
  Score: Raw -1642484.722370 + Penalty 3094.581034 = -1639390.141336
  nChanged 6
		SP:Iteration 35Q (40249.950000 sec): 3 clusters
  Score: Raw -1642487.668014 + Penalty 3094.581034 = -1639393.086980
  nChanged 3
		SP:Iteration 36Q (40250.180000 sec): 3 clusters
  Score: Raw -1642488.583021 + Penalty 3094.581034 = -1639394.001986
  nChanged 3
		SP:Iteration 37Q (40250.450000 sec): 3 clusters
  Score: Raw -1642489.390409 + Penalty 3094.581034 = -1639394.809375
  nChanged 1
		SP:Iteration 38Q (40250.640000 sec): 3 clusters
  Score: Raw -1642489.802534 + Penalty 3094.581034 = -1639395.221499
  nChanged 0
		SP:Iteration 39F (40250.890000 sec): 3 clusters
  Score: Raw -1642489.802534 + Penalty 3094.581034 = -1639395.221499
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (41412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40251.220000 sec): 2 clusters
  Score: Raw -4701542.468618 + Penalty 1727.590471 = -4699814.878148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40251.590000 sec): 3 clusters
  Score: Raw -4675592.742844 + Penalty 3455.180941 = -4672137.561902
  nChanged 19231
		SP:Iteration 1F (40251.930000 sec): 3 clusters
  Score: Raw -4687106.334132 + Penalty 3455.180941 = -4683651.153191
  nChanged 2484
		SP:Iteration 2F (40252.330000 sec): 3 clusters
  Score: Raw -4688494.785892 + Penalty 3455.180941 = -4685039.604951
  nChanged 2722
		SP:Iteration 3F (40252.730000 sec): 3 clusters
  Score: Raw -4690309.191879 + Penalty 3455.180941 = -4686854.010938
  nChanged 2956
		SP:Iteration 4F (40253.100000 sec): 3 clusters
  Score: Raw -4692568.901438 + Penalty 3455.180941 = -4689113.720497
  nChanged 3078
		SP:Iteration 5F (40253.530000 sec): 3 clusters
  Score: Raw -4694972.668001 + Penalty 3455.180941 = -4691517.487060
  nChanged 2741
		SP:Iteration 6F (40253.950000 sec): 3 clusters
  Score: Raw -4696936.446568 + Penalty 3455.180941 = -4693481.265627
  nChanged 2220
		SP:Iteration 7F (40254.330000 sec): 3 clusters
  Score: Raw -4698228.871067 + Penalty 3455.180941 = -4694773.690126
  nChanged 1582
		SP:Iteration 8Q (40254.740000 sec): 3 clusters
  Score: Raw -4698975.815509 + Penalty 3455.180941 = -4695520.634568
  nChanged 1124
		SP:Iteration 9Q (40255.080000 sec): 3 clusters
  Score: Raw -4699442.435066 + Penalty 3455.180941 = -4695987.254125
  nChanged 886
		SP:Iteration 10Q (40255.480000 sec): 3 clusters
  Score: Raw -4699754.395042 + Penalty 3455.180941 = -4696299.214101
  nChanged 672
		SP:Iteration 11Q (40255.820000 sec): 3 clusters
  Score: Raw -4699955.613298 + Penalty 3455.180941 = -4696500.432356
  nChanged 533
		SP:Iteration 12Q (40256.170000 sec): 3 clusters
  Score: Raw -4700086.932953 + Penalty 3455.180941 = -4696631.752012
  nChanged 455
		SP:Iteration 13Q (40256.590000 sec): 3 clusters
  Score: Raw -4700177.189609 + Penalty 3455.180941 = -4696722.008668
  nChanged 365
		SP:Iteration 14Q (40257.000000 sec): 3 clusters
  Score: Raw -4700239.476275 + Penalty 3455.180941 = -4696784.295334
  nChanged 300
		SP:Iteration 15Q (40257.360000 sec): 3 clusters
  Score: Raw -4700286.880096 + Penalty 3455.180941 = -4696831.699155
  nChanged 282
		SP:Iteration 16Q (40257.760000 sec): 3 clusters
  Score: Raw -4700327.060344 + Penalty 3455.180941 = -4696871.879402
  nChanged 230
		SP:Iteration 17Q (40258.140000 sec): 3 clusters
  Score: Raw -4700357.508567 + Penalty 3455.180941 = -4696902.327626
  nChanged 191
		SP:Iteration 18Q (40258.540000 sec): 3 clusters
  Score: Raw -4700383.269937 + Penalty 3455.180941 = -4696928.088996
  nChanged 199
		SP:Iteration 19Q (40258.950000 sec): 3 clusters
  Score: Raw -4700408.196072 + Penalty 3455.180941 = -4696953.015131
  nChanged 190
		SP:Iteration 20F (40259.270000 sec): 3 clusters
  Score: Raw -4700432.334462 + Penalty 3455.180941 = -4696977.153521
  nChanged 182
		SP:Iteration 21Q (40259.620000 sec): 3 clusters
  Score: Raw -4700454.859901 + Penalty 3455.180941 = -4696999.678959
  nChanged 170
		SP:Iteration 22Q (40259.950000 sec): 3 clusters
  Score: Raw -4700476.383774 + Penalty 3455.180941 = -4697021.202833
  nChanged 164
		SP:Iteration 23Q (40260.320000 sec): 3 clusters
  Score: Raw -4700494.691249 + Penalty 3455.180941 = -4697039.510307
  nChanged 165
		SP:Iteration 24Q (40260.710000 sec): 3 clusters
  Score: Raw -4700512.392169 + Penalty 3455.180941 = -4697057.211228
  nChanged 166
		SP:Iteration 25Q (40261.060000 sec): 3 clusters
  Score: Raw -4700530.094435 + Penalty 3455.180941 = -4697074.913494
  nChanged 153
		SP:Iteration 26Q (40261.470000 sec): 3 clusters
  Score: Raw -4700548.822708 + Penalty 3455.180941 = -4697093.641767
  nChanged 156
		SP:Iteration 27Q (40261.810000 sec): 3 clusters
  Score: Raw -4700567.188905 + Penalty 3455.180941 = -4697112.007964
  nChanged 159
		SP:Iteration 28Q (40262.150000 sec): 3 clusters
  Score: Raw -4700586.549832 + Penalty 3455.180941 = -4697131.368891
  nChanged 164
		SP:Iteration 29Q (40262.540000 sec): 3 clusters
  Score: Raw -4700606.992926 + Penalty 3455.180941 = -4697151.811985
  nChanged 150
		SP:Iteration 30Q (40262.890000 sec): 3 clusters
  Score: Raw -4700626.278968 + Penalty 3455.180941 = -4697171.098027
  nChanged 154
		SP:Iteration 31Q (40263.290000 sec): 3 clusters
  Score: Raw -4700646.217133 + Penalty 3455.180941 = -4697191.036192
  nChanged 139
		SP:Iteration 32Q (40263.600000 sec): 3 clusters
  Score: Raw -4700664.275638 + Penalty 3455.180941 = -4697209.094697
  nChanged 145
		SP:Iteration 33Q (40264.000000 sec): 3 clusters
  Score: Raw -4700680.346178 + Penalty 3455.180941 = -4697225.165237
  nChanged 136
		SP:Iteration 34Q (40264.300000 sec): 3 clusters
  Score: Raw -4700696.674184 + Penalty 3455.180941 = -4697241.493243
  nChanged 151
		SP:Iteration 35Q (40264.600000 sec): 3 clusters
  Score: Raw -4700715.078412 + Penalty 3455.180941 = -4697259.897471
  nChanged 146
		SP:Iteration 36Q (40264.940000 sec): 3 clusters
  Score: Raw -4700733.681721 + Penalty 3455.180941 = -4697278.500780
  nChanged 161
		SP:Iteration 37Q (40265.250000 sec): 3 clusters
  Score: Raw -4700757.109782 + Penalty 3455.180941 = -4697301.928841
  nChanged 188
		SP:Iteration 38Q (40265.580000 sec): 3 clusters
  Score: Raw -4700786.180830 + Penalty 3455.180941 = -4697330.999889
  nChanged 200
		SP:Iteration 39Q (40265.980000 sec): 3 clusters
  Score: Raw -4700813.885734 + Penalty 3455.180941 = -4697358.704792
  nChanged 180
		SP:Iteration 40F (40266.280000 sec): 3 clusters
  Score: Raw -4700839.464114 + Penalty 3455.180941 = -4697384.283173
  nChanged 176
		SP:Iteration 41Q (40266.660000 sec): 3 clusters
  Score: Raw -4700864.621786 + Penalty 3455.180941 = -4697409.440845
  nChanged 189
		SP:Iteration 42Q (40267.030000 sec): 3 clusters
  Score: Raw -4700888.268457 + Penalty 3455.180941 = -4697433.087515
  nChanged 187
		SP:Iteration 43Q (40267.420000 sec): 3 clusters
  Score: Raw -4700912.895819 + Penalty 3455.180941 = -4697457.714878
  nChanged 164
		SP:Iteration 44Q (40267.780000 sec): 3 clusters
  Score: Raw -4700932.218655 + Penalty 3455.180941 = -4697477.037713
  nChanged 151
		SP:Iteration 45Q (40268.150000 sec): 3 clusters
  Score: Raw -4700949.297755 + Penalty 3455.180941 = -4697494.116814
  nChanged 157
		SP:Iteration 46Q (40268.490000 sec): 3 clusters
  Score: Raw -4700966.480627 + Penalty 3455.180941 = -4697511.299686
  nChanged 160
		SP:Iteration 47Q (40268.870000 sec): 3 clusters
  Score: Raw -4700982.989167 + Penalty 3455.180941 = -4697527.808225
  nChanged 151
		SP:Iteration 48Q (40269.280000 sec): 3 clusters
  Score: Raw -4700998.504932 + Penalty 3455.180941 = -4697543.323991
  nChanged 143
		SP:Iteration 49Q (40269.660000 sec): 3 clusters
  Score: Raw -4701012.509792 + Penalty 3455.180941 = -4697557.328851
  nChanged 134
		SP:Iteration 50Q (40270.050000 sec): 3 clusters
  Score: Raw -4701026.541195 + Penalty 3455.180941 = -4697571.360254
  nChanged 140
		SP:Iteration 51Q (40270.370000 sec): 3 clusters
  Score: Raw -4701040.767060 + Penalty 3455.180941 = -4697585.586119
  nChanged 139
		SP:Iteration 52Q (40270.790000 sec): 3 clusters
  Score: Raw -4701055.092493 + Penalty 3455.180941 = -4697599.911552
  nChanged 132
		SP:Iteration 53Q (40271.160000 sec): 3 clusters
  Score: Raw -4701070.304211 + Penalty 3455.180941 = -4697615.123270
  nChanged 121
		SP:Iteration 54Q (40271.500000 sec): 3 clusters
  Score: Raw -4701082.346250 + Penalty 3455.180941 = -4697627.165309
  nChanged 111
		SP:Iteration 55Q (40271.910000 sec): 3 clusters
  Score: Raw -4701092.747671 + Penalty 3455.180941 = -4697637.566730
  nChanged 93
		SP:Iteration 56Q (40272.250000 sec): 3 clusters
  Score: Raw -4701101.688869 + Penalty 3455.180941 = -4697646.507928
  nChanged 106
		SP:Iteration 57Q (40272.600000 sec): 3 clusters
  Score: Raw -4701113.158036 + Penalty 3455.180941 = -4697657.977094
  nChanged 109
		SP:Iteration 58Q (40272.980000 sec): 3 clusters
  Score: Raw -4701124.620837 + Penalty 3455.180941 = -4697669.439896
  nChanged 110
		SP:Iteration 59Q (40273.350000 sec): 3 clusters
  Score: Raw -4701135.551439 + Penalty 3455.180941 = -4697680.370498
  nChanged 108
		SP:Iteration 60F (40273.650000 sec): 3 clusters
  Score: Raw -4701145.689517 + Penalty 3455.180941 = -4697690.508576
  nChanged 114
		SP:Iteration 61Q (40274.050000 sec): 3 clusters
  Score: Raw -4701157.323690 + Penalty 3455.180941 = -4697702.142748
  nChanged 115
		SP:Iteration 62Q (40274.380000 sec): 3 clusters
  Score: Raw -4701168.376975 + Penalty 3455.180941 = -4697713.196033
  nChanged 106
		SP:Iteration 63Q (40274.750000 sec): 3 clusters
  Score: Raw -4701177.568102 + Penalty 3455.180941 = -4697722.387161
  nChanged 107
		SP:Iteration 64Q (40275.060000 sec): 3 clusters
  Score: Raw -4701186.343508 + Penalty 3455.180941 = -4697731.162567
  nChanged 104
		SP:Iteration 65Q (40275.400000 sec): 3 clusters
  Score: Raw -4701195.320743 + Penalty 3455.180941 = -4697740.139802
  nChanged 96
		SP:Iteration 66Q (40275.740000 sec): 3 clusters
  Score: Raw -4701204.734500 + Penalty 3455.180941 = -4697749.553559
  nChanged 99
		SP:Iteration 67Q (40276.030000 sec): 3 clusters
  Score: Raw -4701214.233104 + Penalty 3455.180941 = -4697759.052163
  nChanged 90
		SP:Iteration 68Q (40276.380000 sec): 3 clusters
  Score: Raw -4701223.818231 + Penalty 3455.180941 = -4697768.637289
  nChanged 95
		SP:Iteration 69Q (40276.740000 sec): 3 clusters
  Score: Raw -4701234.421419 + Penalty 3455.180941 = -4697779.240478
  nChanged 105
		SP:Iteration 70Q (40277.090000 sec): 3 clusters
  Score: Raw -4701246.500728 + Penalty 3455.180941 = -4697791.319787
  nChanged 113
		SP:Iteration 71Q (40277.460000 sec): 3 clusters
  Score: Raw -4701259.159841 + Penalty 3455.180941 = -4697803.978900
  nChanged 105
		SP:Iteration 72Q (40277.770000 sec): 3 clusters
  Score: Raw -4701271.288687 + Penalty 3455.180941 = -4697816.107745
  nChanged 113
		SP:Iteration 73Q (40278.130000 sec): 3 clusters
  Score: Raw -4701284.408777 + Penalty 3455.180941 = -4697829.227836
  nChanged 122
		SP:Iteration 74Q (40278.440000 sec): 3 clusters
  Score: Raw -4701300.859304 + Penalty 3455.180941 = -4697845.678362
  nChanged 127
		SP:Iteration 75Q (40278.850000 sec): 3 clusters
  Score: Raw -4701317.791236 + Penalty 3455.180941 = -4697862.610295
  nChanged 130
		SP:Iteration 76Q (40279.200000 sec): 3 clusters
  Score: Raw -4701335.690453 + Penalty 3455.180941 = -4697880.509512
  nChanged 131
		SP:Iteration 77Q (40279.500000 sec): 3 clusters
  Score: Raw -4701352.095038 + Penalty 3455.180941 = -4697896.914096
  nChanged 124
		SP:Iteration 78Q (40279.880000 sec): 3 clusters
  Score: Raw -4701366.419508 + Penalty 3455.180941 = -4697911.238567
  nChanged 122
		SP:Iteration 79Q (40280.270000 sec): 3 clusters
  Score: Raw -4701382.560357 + Penalty 3455.180941 = -4697927.379416
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		SP:Iteration 80F (40280.650000 sec): 3 clusters
  Score: Raw -4701399.880742 + Penalty 3455.180941 = -4697944.699801
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		SP:Iteration 81Q (40280.980000 sec): 3 clusters
  Score: Raw -4701417.837371 + Penalty 3455.180941 = -4697962.656430
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		SP:Iteration 82Q (40281.320000 sec): 3 clusters
  Score: Raw -4701433.072628 + Penalty 3455.180941 = -4697977.891687
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		SP:Iteration 83Q (40281.630000 sec): 3 clusters
  Score: Raw -4701449.002157 + Penalty 3455.180941 = -4697993.821215
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		SP:Iteration 84Q (40281.950000 sec): 3 clusters
  Score: Raw -4701468.467371 + Penalty 3455.180941 = -4698013.286430
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		SP:Iteration 85Q (40282.300000 sec): 3 clusters
  Score: Raw -4701488.695903 + Penalty 3455.180941 = -4698033.514962
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		SP:Iteration 86Q (40282.630000 sec): 3 clusters
  Score: Raw -4701505.498499 + Penalty 3455.180941 = -4698050.317558
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		SP:Iteration 87Q (40282.930000 sec): 3 clusters
  Score: Raw -4701521.627589 + Penalty 3455.180941 = -4698066.446648
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		SP:Iteration 88Q (40283.340000 sec): 3 clusters
  Score: Raw -4701536.049933 + Penalty 3455.180941 = -4698080.868992
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		SP:Iteration 89Q (40283.720000 sec): 3 clusters
  Score: Raw -4701551.994541 + Penalty 3455.180941 = -4698096.813599
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		SP:Iteration 90Q (40284.100000 sec): 3 clusters
  Score: Raw -4701570.662642 + Penalty 3455.180941 = -4698115.481701
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		SP:Iteration 91Q (40284.470000 sec): 3 clusters
  Score: Raw -4701588.801039 + Penalty 3455.180941 = -4698133.620098
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		SP:Iteration 92Q (40284.810000 sec): 3 clusters
  Score: Raw -4701609.437603 + Penalty 3455.180941 = -4698154.256661
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		SP:Iteration 93Q (40285.170000 sec): 3 clusters
  Score: Raw -4701634.269557 + Penalty 3455.180941 = -4698179.088616
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		SP:Iteration 94Q (40285.520000 sec): 3 clusters
  Score: Raw -4701657.330354 + Penalty 3455.180941 = -4698202.149413
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		SP:Iteration 95Q (40285.880000 sec): 3 clusters
  Score: Raw -4701677.680452 + Penalty 3455.180941 = -4698222.499510
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		SP:Iteration 96Q (40286.310000 sec): 3 clusters
  Score: Raw -4701698.844439 + Penalty 3455.180941 = -4698243.663498
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		SP:Iteration 97Q (40286.720000 sec): 3 clusters
  Score: Raw -4701724.535034 + Penalty 3455.180941 = -4698269.354093
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		SP:Iteration 98Q (40287.100000 sec): 3 clusters
  Score: Raw -4701753.530825 + Penalty 3455.180941 = -4698298.349884
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		SP:Iteration 99Q (40287.530000 sec): 3 clusters
  Score: Raw -4701774.829230 + Penalty 3455.180941 = -4698319.648288
  nChanged 123
		SP:Iteration 100F (40287.980000 sec): 3 clusters
  Score: Raw -4701793.122657 + Penalty 3455.180941 = -4698337.941715
  nChanged 118
		SP:Iteration 101Q (40288.330000 sec): 3 clusters
  Score: Raw -4701812.447686 + Penalty 3455.180941 = -4698357.266744
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		SP:Iteration 102Q (40288.720000 sec): 3 clusters
  Score: Raw -4701833.587390 + Penalty 3455.180941 = -4698378.406449
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		SP:Iteration 103Q (40289.120000 sec): 3 clusters
  Score: Raw -4701851.008868 + Penalty 3455.180941 = -4698395.827927
  nChanged 109
		SP:Iteration 104Q (40289.490000 sec): 3 clusters
  Score: Raw -4701866.525729 + Penalty 3455.180941 = -4698411.344788
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		SP:Iteration 105Q (40289.940000 sec): 3 clusters
  Score: Raw -4701883.668701 + Penalty 3455.180941 = -4698428.487760
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		SP:Iteration 106Q (40290.270000 sec): 3 clusters
  Score: Raw -4701903.709318 + Penalty 3455.180941 = -4698448.528377
  nChanged 118
		SP:Iteration 107Q (40290.640000 sec): 3 clusters
  Score: Raw -4701923.277705 + Penalty 3455.180941 = -4698468.096764
  nChanged 122
		SP:Iteration 108Q (40291.050000 sec): 3 clusters
  Score: Raw -4701943.448123 + Penalty 3455.180941 = -4698488.267182
  nChanged 121
		SP:Iteration 109Q (40291.420000 sec): 3 clusters
  Score: Raw -4701966.405607 + Penalty 3455.180941 = -4698511.224666
  nChanged 109
		SP:Iteration 110Q (40291.790000 sec): 3 clusters
  Score: Raw -4701982.432577 + Penalty 3455.180941 = -4698527.251636
  nChanged 89
		SP:Iteration 111Q (40292.210000 sec): 3 clusters
  Score: Raw -4701994.989732 + Penalty 3455.180941 = -4698539.808791
  nChanged 88
		SP:Iteration 112Q (40292.550000 sec): 3 clusters
  Score: Raw -4702008.502838 + Penalty 3455.180941 = -4698553.321896
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		SP:Iteration 113Q (40292.940000 sec): 3 clusters
  Score: Raw -4702021.602971 + Penalty 3455.180941 = -4698566.422030
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		SP:Iteration 114Q (40293.290000 sec): 3 clusters
  Score: Raw -4702039.349974 + Penalty 3455.180941 = -4698584.169033
  nChanged 94
		SP:Iteration 115Q (40293.640000 sec): 3 clusters
  Score: Raw -4702054.147256 + Penalty 3455.180941 = -4698598.966315
  nChanged 95
		SP:Iteration 116Q (40294.020000 sec): 3 clusters
  Score: Raw -4702070.597343 + Penalty 3455.180941 = -4698615.416402
  nChanged 91
		SP:Iteration 117Q (40294.360000 sec): 3 clusters
  Score: Raw -4702085.276840 + Penalty 3455.180941 = -4698630.095899
  nChanged 81
		SP:Iteration 118Q (40294.710000 sec): 3 clusters
  Score: Raw -4702098.817039 + Penalty 3455.180941 = -4698643.636098
  nChanged 80
		SP:Iteration 119Q (40295.050000 sec): 3 clusters
  Score: Raw -4702111.153823 + Penalty 3455.180941 = -4698655.972882
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		SP:Iteration 120F (40295.430000 sec): 3 clusters
  Score: Raw -4702122.094533 + Penalty 3455.180941 = -4698666.913592
  nChanged 70
		SP:Iteration 121Q (40295.730000 sec): 3 clusters
  Score: Raw -4702131.603562 + Penalty 3455.180941 = -4698676.422621
  nChanged 63
		SP:Iteration 122Q (40296.090000 sec): 3 clusters
  Score: Raw -4702141.402808 + Penalty 3455.180941 = -4698686.221866
  nChanged 67
		SP:Iteration 123Q (40296.440000 sec): 3 clusters
  Score: Raw -4702153.779571 + Penalty 3455.180941 = -4698698.598630
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		SP:Iteration 124Q (40296.770000 sec): 3 clusters
  Score: Raw -4702166.699373 + Penalty 3455.180941 = -4698711.518432
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		SP:Iteration 125Q (40297.090000 sec): 3 clusters
  Score: Raw -4702179.314967 + Penalty 3455.180941 = -4698724.134025
  nChanged 79
		SP:Iteration 126Q (40297.480000 sec): 3 clusters
  Score: Raw -4702192.353823 + Penalty 3455.180941 = -4698737.172882
  nChanged 77
		SP:Iteration 127Q (40297.800000 sec): 3 clusters
  Score: Raw -4702207.281855 + Penalty 3455.180941 = -4698752.100914
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		SP:Iteration 128Q (40298.190000 sec): 3 clusters
  Score: Raw -4702228.919849 + Penalty 3455.180941 = -4698773.738908
  nChanged 94
		SP:Iteration 129Q (40298.520000 sec): 3 clusters
  Score: Raw -4702249.948910 + Penalty 3455.180941 = -4698794.767969
  nChanged 99
		SP:Iteration 130Q (40298.830000 sec): 3 clusters
  Score: Raw -4702271.061428 + Penalty 3455.180941 = -4698815.880487
  nChanged 84
		SP:Iteration 131Q (40299.190000 sec): 3 clusters
  Score: Raw -4702289.086461 + Penalty 3455.180941 = -4698833.905520
  nChanged 82
		SP:Iteration 132Q (40299.500000 sec): 3 clusters
  Score: Raw -4702306.089994 + Penalty 3455.180941 = -4698850.909053
  nChanged 86
		SP:Iteration 133Q (40299.820000 sec): 3 clusters
  Score: Raw -4702324.151519 + Penalty 3455.180941 = -4698868.970578
  nChanged 82
		SP:Iteration 134Q (40300.150000 sec): 3 clusters
  Score: Raw -4702341.866243 + Penalty 3455.180941 = -4698886.685301
  nChanged 83
		SP:Iteration 135Q (40300.470000 sec): 3 clusters
  Score: Raw -4702359.915883 + Penalty 3455.180941 = -4698904.734942
  nChanged 83
		SP:Iteration 136Q (40300.800000 sec): 3 clusters
  Score: Raw -4702376.799090 + Penalty 3455.180941 = -4698921.618149
  nChanged 76
		SP:Iteration 137Q (40301.140000 sec): 3 clusters
  Score: Raw -4702393.957960 + Penalty 3455.180941 = -4698938.777019
  nChanged 63
		SP:Iteration 138Q (40301.470000 sec): 3 clusters
  Score: Raw -4702407.698852 + Penalty 3455.180941 = -4698952.517911
  nChanged 58
		SP:Iteration 139Q (40301.900000 sec): 3 clusters
  Score: Raw -4702418.334465 + Penalty 3455.180941 = -4698963.153524
  nChanged 57
		SP:Iteration 140F (40302.240000 sec): 3 clusters
  Score: Raw -4702427.485364 + Penalty 3455.180941 = -4698972.304423
  nChanged 50
		SP:Iteration 141Q (40302.640000 sec): 3 clusters
  Score: Raw -4702437.622657 + Penalty 3455.180941 = -4698982.441716
  nChanged 48
		SP:Iteration 142Q (40302.980000 sec): 3 clusters
  Score: Raw -4702447.149001 + Penalty 3455.180941 = -4698991.968060
  nChanged 50
		SP:Iteration 143Q (40303.380000 sec): 3 clusters
  Score: Raw -4702458.845187 + Penalty 3455.180941 = -4699003.664245
  nChanged 54
		SP:Iteration 144Q (40303.770000 sec): 3 clusters
  Score: Raw -4702471.159671 + Penalty 3455.180941 = -4699015.978730
  nChanged 56
		SP:Iteration 145Q (40304.130000 sec): 3 clusters
  Score: Raw -4702484.034518 + Penalty 3455.180941 = -4699028.853577
  nChanged 56
		SP:Iteration 146Q (40304.450000 sec): 3 clusters
  Score: Raw -4702500.402121 + Penalty 3455.180941 = -4699045.221179
  nChanged 61
		SP:Iteration 147Q (40304.820000 sec): 3 clusters
  Score: Raw -4702516.432746 + Penalty 3455.180941 = -4699061.251805
  nChanged 54
		SP:Iteration 148Q (40305.180000 sec): 3 clusters
  Score: Raw -4702529.661090 + Penalty 3455.180941 = -4699074.480149
  nChanged 55
		SP:Iteration 149Q (40305.550000 sec): 3 clusters
  Score: Raw -4702542.583758 + Penalty 3455.180941 = -4699087.402816
  nChanged 55
		SP:Iteration 150Q (40305.940000 sec): 3 clusters
  Score: Raw -4702554.137913 + Penalty 3455.180941 = -4699098.956972
  nChanged 43
		SP:Iteration 151Q (40306.280000 sec): 3 clusters
  Score: Raw -4702561.610233 + Penalty 3455.180941 = -4699106.429292
  nChanged 37
		SP:Iteration 152Q (40306.650000 sec): 3 clusters
  Score: Raw -4702569.658363 + Penalty 3455.180941 = -4699114.477422
  nChanged 33
		SP:Iteration 153Q (40306.990000 sec): 3 clusters
  Score: Raw -4702575.245861 + Penalty 3455.180941 = -4699120.064920
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		SP:Iteration 154Q (40307.350000 sec): 3 clusters
  Score: Raw -4702579.878695 + Penalty 3455.180941 = -4699124.697754
  nChanged 30
		SP:Iteration 155Q (40307.720000 sec): 3 clusters
  Score: Raw -4702586.923812 + Penalty 3455.180941 = -4699131.742871
  nChanged 33
		SP:Iteration 156Q (40308.080000 sec): 3 clusters
  Score: Raw -4702596.597119 + Penalty 3455.180941 = -4699141.416178
  nChanged 42
		SP:Iteration 157Q (40308.410000 sec): 3 clusters
  Score: Raw -4702610.668787 + Penalty 3455.180941 = -4699155.487846
  nChanged 38
		SP:Iteration 158Q (40308.780000 sec): 3 clusters
  Score: Raw -4702621.895373 + Penalty 3455.180941 = -4699166.714432
  nChanged 41
		SP:Iteration 159Q (40309.130000 sec): 3 clusters
  Score: Raw -4702631.862132 + Penalty 3455.180941 = -4699176.681191
  nChanged 32
		SP:Iteration 160F (40309.520000 sec): 3 clusters
  Score: Raw -4702639.228219 + Penalty 3455.180941 = -4699184.047278
  nChanged 27
		SP:Iteration 161Q (40309.840000 sec): 3 clusters
  Score: Raw -4702645.745930 + Penalty 3455.180941 = -4699190.564989
  nChanged 28
		SP:Iteration 162Q (40310.210000 sec): 3 clusters
  Score: Raw -4702650.939006 + Penalty 3455.180941 = -4699195.758065
  nChanged 21
		SP:Iteration 163Q (40310.520000 sec): 3 clusters
  Score: Raw -4702655.845329 + Penalty 3455.180941 = -4699200.664388
  nChanged 21
		SP:Iteration 164Q (40310.860000 sec): 3 clusters
  Score: Raw -4702660.373604 + Penalty 3455.180941 = -4699205.192662
  nChanged 19
		SP:Iteration 165Q (40311.210000 sec): 3 clusters
  Score: Raw -4702664.290118 + Penalty 3455.180941 = -4699209.109177
  nChanged 21
		SP:Iteration 166Q (40311.550000 sec): 3 clusters
  Score: Raw -4702670.592280 + Penalty 3455.180941 = -4699215.411338
  nChanged 30
		SP:Iteration 167Q (40311.880000 sec): 3 clusters
  Score: Raw -4702678.434036 + Penalty 3455.180941 = -4699223.253095
  nChanged 24
		SP:Iteration 168Q (40312.200000 sec): 3 clusters
  Score: Raw -4702684.187282 + Penalty 3455.180941 = -4699229.006341
  nChanged 21
		SP:Iteration 169Q (40312.540000 sec): 3 clusters
  Score: Raw -4702690.164933 + Penalty 3455.180941 = -4699234.983992
  nChanged 25
		SP:Iteration 170Q (40312.940000 sec): 3 clusters
  Score: Raw -4702696.781873 + Penalty 3455.180941 = -4699241.600932
  nChanged 24
		SP:Iteration 171Q (40313.310000 sec): 3 clusters
  Score: Raw -4702703.715640 + Penalty 3455.180941 = -4699248.534699
  nChanged 24
		SP:Iteration 172Q (40313.660000 sec): 3 clusters
  Score: Raw -4702709.836339 + Penalty 3455.180941 = -4699254.655397
  nChanged 20
		SP:Iteration 173Q (40314.010000 sec): 3 clusters
  Score: Raw -4702715.167846 + Penalty 3455.180941 = -4699259.986905
  nChanged 26
		SP:Iteration 174Q (40314.330000 sec): 3 clusters
  Score: Raw -4702719.798871 + Penalty 3455.180941 = -4699264.617930
  nChanged 13
		SP:Iteration 175Q (40314.730000 sec): 3 clusters
  Score: Raw -4702722.774059 + Penalty 3455.180941 = -4699267.593118
  nChanged 10
		SP:Iteration 176Q (40315.090000 sec): 3 clusters
  Score: Raw -4702724.513332 + Penalty 3455.180941 = -4699269.332391
  nChanged 10
		SP:Iteration 177Q (40315.430000 sec): 3 clusters
  Score: Raw -4702727.052618 + Penalty 3455.180941 = -4699271.871677
  nChanged 12
		SP:Iteration 178Q (40315.780000 sec): 3 clusters
  Score: Raw -4702729.451149 + Penalty 3455.180941 = -4699274.270207
  nChanged 12
		SP:Iteration 179Q (40316.190000 sec): 3 clusters
  Score: Raw -4702731.844487 + Penalty 3455.180941 = -4699276.663546
  nChanged 12
		SP:Iteration 180F (40316.520000 sec): 3 clusters
  Score: Raw -4702733.760759 + Penalty 3455.180941 = -4699278.579818
  nChanged 13
		SP:Iteration 181Q (40316.890000 sec): 3 clusters
  Score: Raw -4702735.959020 + Penalty 3455.180941 = -4699280.778078
  nChanged 11
		SP:Iteration 182Q (40317.250000 sec): 3 clusters
  Score: Raw -4702737.722333 + Penalty 3455.180941 = -4699282.541392
  nChanged 6
		SP:Iteration 183Q (40317.610000 sec): 3 clusters
  Score: Raw -4702738.522789 + Penalty 3455.180941 = -4699283.341848
  nChanged 6
		SP:Iteration 184Q (40317.920000 sec): 3 clusters
  Score: Raw -4702739.614696 + Penalty 3455.180941 = -4699284.433755
  nChanged 7
		SP:Iteration 185Q (40318.290000 sec): 3 clusters
  Score: Raw -4702741.257031 + Penalty 3455.180941 = -4699286.076090
  nChanged 11
		SP:Iteration 186Q (40318.700000 sec): 3 clusters
  Score: Raw -4702743.919558 + Penalty 3455.180941 = -4699288.738617
  nChanged 9
		SP:Iteration 187Q (40319.100000 sec): 3 clusters
  Score: Raw -4702745.770821 + Penalty 3455.180941 = -4699290.589880
  nChanged 9
		SP:Iteration 188Q (40319.460000 sec): 3 clusters
  Score: Raw -4702747.077821 + Penalty 3455.180941 = -4699291.896880
  nChanged 9
		SP:Iteration 189Q (40319.810000 sec): 3 clusters
  Score: Raw -4702748.597268 + Penalty 3455.180941 = -4699293.416327
  nChanged 10
		SP:Iteration 190Q (40320.250000 sec): 3 clusters
  Score: Raw -4702750.340863 + Penalty 3455.180941 = -4699295.159922
  nChanged 6
		SP:Iteration 191Q (40320.610000 sec): 3 clusters
  Score: Raw -4702751.481749 + Penalty 3455.180941 = -4699296.300808
  nChanged 9
		SP:Iteration 192Q (40320.940000 sec): 3 clusters
  Score: Raw -4702753.008669 + Penalty 3455.180941 = -4699297.827728
  nChanged 12
		SP:Iteration 193Q (40321.270000 sec): 3 clusters
  Score: Raw -4702755.403463 + Penalty 3455.180941 = -4699300.222522
  nChanged 10
		SP:Iteration 194Q (40321.670000 sec): 3 clusters
  Score: Raw -4702757.219577 + Penalty 3455.180941 = -4699302.038636
  nChanged 9
		SP:Iteration 195Q (40322.010000 sec): 3 clusters
  Score: Raw -4702759.275776 + Penalty 3455.180941 = -4699304.094834
  nChanged 10
		SP:Iteration 196Q (40322.410000 sec): 3 clusters
  Score: Raw -4702761.533445 + Penalty 3455.180941 = -4699306.352504
  nChanged 12
		SP:Iteration 197Q (40322.720000 sec): 3 clusters
  Score: Raw -4702763.966838 + Penalty 3455.180941 = -4699308.785897
  nChanged 10
		SP:Iteration 198Q (40323.100000 sec): 3 clusters
  Score: Raw -4702766.243192 + Penalty 3455.180941 = -4699311.062250
  nChanged 15
		SP:Iteration 199Q (40323.460000 sec): 3 clusters
  Score: Raw -4702769.705652 + Penalty 3455.180941 = -4699314.524711
  nChanged 11
		SP:Iteration 200F (40323.890000 sec): 3 clusters
  Score: Raw -4702772.779234 + Penalty 3455.180941 = -4699317.598292
  nChanged 11
		SP:Iteration 201Q (40324.220000 sec): 3 clusters
  Score: Raw -4702776.342378 + Penalty 3455.180941 = -4699321.161437
  nChanged 12
		SP:Iteration 202Q (40324.550000 sec): 3 clusters
  Score: Raw -4702778.925692 + Penalty 3455.180941 = -4699323.744751
  nChanged 5
		SP:Iteration 203Q (40324.950000 sec): 3 clusters
  Score: Raw -4702779.513000 + Penalty 3455.180941 = -4699324.332059
  nChanged 4
		SP:Iteration 204Q (40325.290000 sec): 3 clusters
  Score: Raw -4702780.062441 + Penalty 3455.180941 = -4699324.881500
  nChanged 3
		SP:Iteration 205Q (40325.650000 sec): 3 clusters
  Score: Raw -4702780.503500 + Penalty 3455.180941 = -4699325.322559
  nChanged 0
		SP:Iteration 206F (40326.010000 sec): 3 clusters
  Score: Raw -4702780.503500 + Penalty 3455.180941 = -4699325.322559
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (22687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40326.220000 sec): 2 clusters
  Score: Raw -2607117.350283 + Penalty 1629.801445 = -2605487.548839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40326.480000 sec): 3 clusters
  Score: Raw -2593369.178250 + Penalty 3259.602889 = -2590109.575360
  nChanged 10285
		SP:Iteration 1F (40326.770000 sec): 3 clusters
  Score: Raw -2599237.636815 + Penalty 3259.602889 = -2595978.033926
  nChanged 1186
		SP:Iteration 2F (40327.090000 sec): 3 clusters
  Score: Raw -2599708.059232 + Penalty 3259.602889 = -2596448.456343
  nChanged 1153
		SP:Iteration 3F (40327.340000 sec): 3 clusters
  Score: Raw -2600257.534403 + Penalty 3259.602889 = -2596997.931513
  nChanged 1277
		SP:Iteration 4F (40327.650000 sec): 3 clusters
  Score: Raw -2600997.274338 + Penalty 3259.602889 = -2597737.671448
  nChanged 1379
		SP:Iteration 5F (40327.890000 sec): 3 clusters
  Score: Raw -2601967.062500 + Penalty 3259.602889 = -2598707.459610
  nChanged 1468
		SP:Iteration 6F (40328.230000 sec): 3 clusters
  Score: Raw -2603213.118324 + Penalty 3259.602889 = -2599953.515435
  nChanged 1360
		SP:Iteration 7F (40328.510000 sec): 3 clusters
  Score: Raw -2604462.898096 + Penalty 3259.602889 = -2601203.295206
  nChanged 1084
		SP:Iteration 8Q (40328.800000 sec): 3 clusters
  Score: Raw -2605434.318866 + Penalty 3259.602889 = -2602174.715976
  nChanged 826
		SP:Iteration 9Q (40329.090000 sec): 3 clusters
  Score: Raw -2606151.181550 + Penalty 3259.602889 = -2602891.578661
  nChanged 585
		SP:Iteration 10Q (40329.410000 sec): 3 clusters
  Score: Raw -2606744.531441 + Penalty 3259.602889 = -2603484.928551
  nChanged 456
		SP:Iteration 11Q (40329.670000 sec): 3 clusters
  Score: Raw -2607218.291356 + Penalty 3259.602889 = -2603958.688467
  nChanged 328
		SP:Iteration 12Q (40329.950000 sec): 3 clusters
  Score: Raw -2607467.539290 + Penalty 3259.602889 = -2604207.936401
  nChanged 252
		SP:Iteration 13Q (40330.250000 sec): 3 clusters
  Score: Raw -2607607.390351 + Penalty 3259.602889 = -2604347.787461
  nChanged 175
		SP:Iteration 14Q (40330.510000 sec): 3 clusters
  Score: Raw -2607693.243834 + Penalty 3259.602889 = -2604433.640945
  nChanged 153
		SP:Iteration 15Q (40330.730000 sec): 3 clusters
  Score: Raw -2607758.533385 + Penalty 3259.602889 = -2604498.930495
  nChanged 111
		SP:Iteration 16Q (40331.020000 sec): 3 clusters
  Score: Raw -2607798.986309 + Penalty 3259.602889 = -2604539.383419
  nChanged 83
		SP:Iteration 17Q (40331.290000 sec): 3 clusters
  Score: Raw -2607820.654049 + Penalty 3259.602889 = -2604561.051160
  nChanged 39
		SP:Iteration 18Q (40331.570000 sec): 3 clusters
  Score: Raw -2607828.922241 + Penalty 3259.602889 = -2604569.319352
  nChanged 29
		SP:Iteration 19Q (40331.830000 sec): 3 clusters
  Score: Raw -2607834.796142 + Penalty 3259.602889 = -2604575.193253
  nChanged 22
		SP:Iteration 20F (40332.090000 sec): 3 clusters
  Score: Raw -2607839.634910 + Penalty 3259.602889 = -2604580.032020
  nChanged 15
		SP:Iteration 21Q (40332.390000 sec): 3 clusters
  Score: Raw -2607842.275791 + Penalty 3259.602889 = -2604582.672902
  nChanged 13
		SP:Iteration 22Q (40332.630000 sec): 3 clusters
  Score: Raw -2607844.701376 + Penalty 3259.602889 = -2604585.098486
  nChanged 10
		SP:Iteration 23Q (40332.890000 sec): 3 clusters
  Score: Raw -2607846.607429 + Penalty 3259.602889 = -2604587.004539
  nChanged 10
		SP:Iteration 24Q (40333.140000 sec): 3 clusters
  Score: Raw -2607848.897493 + Penalty 3259.602889 = -2604589.294603
  nChanged 6
		SP:Iteration 25Q (40333.360000 sec): 3 clusters
  Score: Raw -2607849.627968 + Penalty 3259.602889 = -2604590.025079
  nChanged 3
		SP:Iteration 26Q (40333.650000 sec): 3 clusters
  Score: Raw -2607850.380042 + Penalty 3259.602889 = -2604590.777153
  nChanged 1
		SP:Iteration 27Q (40333.870000 sec): 3 clusters
  Score: Raw -2607850.511588 + Penalty 3259.602889 = -2604590.908698
  nChanged 0
		SP:Iteration 28F (40334.170000 sec): 3 clusters
  Score: Raw -2607850.511588 + Penalty 3259.602889 = -2604590.908698
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (62791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40334.470000 sec): 2 clusters
  Score: Raw -7351891.666337 + Penalty 1795.229642 = -7350096.436695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40334.940000 sec): 3 clusters
  Score: Raw -7311506.954384 + Penalty 3590.459285 = -7307916.495099
  nChanged 29834
		SP:Iteration 1F (40335.400000 sec): 3 clusters
  Score: Raw -7328401.961683 + Penalty 3590.459285 = -7324811.502399
  nChanged 2237
		SP:Iteration 2Q (40335.830000 sec): 3 clusters
  Score: Raw -7328983.777431 + Penalty 3590.459285 = -7325393.318146
  nChanged 2475
		SP:Iteration 3Q (40336.290000 sec): 3 clusters
  Score: Raw -7329802.172571 + Penalty 3590.459285 = -7326211.713286
  nChanged 2902
		SP:Iteration 4Q (40336.780000 sec): 3 clusters
  Score: Raw -7331041.777656 + Penalty 3590.459285 = -7327451.318371
  nChanged 3547
		SP:Iteration 5F (40337.210000 sec): 3 clusters
  Score: Raw -7333013.841117 + Penalty 3590.459285 = -7329423.381832
  nChanged 4251
		SP:Iteration 6F (40337.650000 sec): 3 clusters
  Score: Raw -7335955.573216 + Penalty 3590.459285 = -7332365.113931
  nChanged 4931
		SP:Iteration 7F (40338.100000 sec): 3 clusters
  Score: Raw -7340060.069374 + Penalty 3590.459285 = -7336469.610090
  nChanged 4956
		SP:Iteration 8F (40338.600000 sec): 3 clusters
  Score: Raw -7344675.132737 + Penalty 3590.459285 = -7341084.673452
  nChanged 3926
		SP:Iteration 9F (40339.020000 sec): 3 clusters
  Score: Raw -7348601.594533 + Penalty 3590.459285 = -7345011.135248
  nChanged 2312
		SP:Iteration 10Q (40339.480000 sec): 3 clusters
  Score: Raw -7350860.990628 + Penalty 3590.459285 = -7347270.531344
  nChanged 823
		SP:Iteration 11Q (40339.940000 sec): 3 clusters
  Score: Raw -7351641.255490 + Penalty 3590.459285 = -7348050.796205
  nChanged 277
		SP:Iteration 12Q (40340.380000 sec): 3 clusters
  Score: Raw -7351914.807207 + Penalty 3590.459285 = -7348324.347922
  nChanged 68
		SP:Iteration 13Q (40340.800000 sec): 3 clusters
  Score: Raw -7351984.671631 + Penalty 3590.459285 = -7348394.212346
  nChanged 26
		SP:Iteration 14Q (40341.240000 sec): 3 clusters
  Score: Raw -7352018.170958 + Penalty 3590.459285 = -7348427.711674
  nChanged 18
		SP:Iteration 15Q (40341.650000 sec): 3 clusters
  Score: Raw -7352045.851981 + Penalty 3590.459285 = -7348455.392696
  nChanged 13
		SP:Iteration 16Q (40342.030000 sec): 3 clusters
  Score: Raw -7352060.101097 + Penalty 3590.459285 = -7348469.641813
  nChanged 5
		SP:Iteration 17Q (40342.440000 sec): 3 clusters
  Score: Raw -7352067.720917 + Penalty 3590.459285 = -7348477.261633
  nChanged 3
		SP:Iteration 18Q (40342.890000 sec): 3 clusters
  Score: Raw -7352071.524738 + Penalty 3590.459285 = -7348481.065453
  nChanged 4
		SP:Iteration 19Q (40343.340000 sec): 3 clusters
  Score: Raw -7352076.047124 + Penalty 3590.459285 = -7348485.587839
  nChanged 2
		SP:Iteration 20F (40343.790000 sec): 3 clusters
  Score: Raw -7352077.698891 + Penalty 3590.459285 = -7348487.239606
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (14203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40343.930000 sec): 2 clusters
  Score: Raw -1709734.915860 + Penalty 1553.696379 = -1708181.219481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40344.170000 sec): 3 clusters
  Score: Raw -1701546.126662 + Penalty 3107.392759 = -1698438.733903
  nChanged 6238
		SP:Iteration 1F (40344.370000 sec): 3 clusters
  Score: Raw -1705021.334767 + Penalty 3107.392759 = -1701913.942008
  nChanged 858
		SP:Iteration 2F (40344.640000 sec): 3 clusters
  Score: Raw -1705471.702002 + Penalty 3107.392759 = -1702364.309243
  nChanged 928
		SP:Iteration 3F (40344.860000 sec): 3 clusters
  Score: Raw -1706030.837025 + Penalty 3107.392759 = -1702923.444266
  nChanged 1004
		SP:Iteration 4F (40345.170000 sec): 3 clusters
  Score: Raw -1706724.002875 + Penalty 3107.392759 = -1703616.610116
  nChanged 1004
		SP:Iteration 5F (40345.430000 sec): 3 clusters
  Score: Raw -1707391.996858 + Penalty 3107.392759 = -1704284.604099
  nChanged 850
		SP:Iteration 6F (40345.640000 sec): 3 clusters
  Score: Raw -1707896.818617 + Penalty 3107.392759 = -1704789.425858
  nChanged 696
		SP:Iteration 7Q (40345.880000 sec): 3 clusters
  Score: Raw -1708221.640956 + Penalty 3107.392759 = -1705114.248197
  nChanged 532
		SP:Iteration 8Q (40346.180000 sec): 3 clusters
  Score: Raw -1708433.342989 + Penalty 3107.392759 = -1705325.950230
  nChanged 404
		SP:Iteration 9Q (40346.390000 sec): 3 clusters
  Score: Raw -1708587.778185 + Penalty 3107.392759 = -1705480.385426
  nChanged 371
		SP:Iteration 10Q (40346.650000 sec): 3 clusters
  Score: Raw -1708725.459219 + Penalty 3107.392759 = -1705618.066460
  nChanged 323
		SP:Iteration 11Q (40346.930000 sec): 3 clusters
  Score: Raw -1708836.688165 + Penalty 3107.392759 = -1705729.295406
  nChanged 294
		SP:Iteration 12Q (40347.160000 sec): 3 clusters
  Score: Raw -1708936.981956 + Penalty 3107.392759 = -1705829.589197
  nChanged 259
		SP:Iteration 13Q (40347.400000 sec): 3 clusters
  Score: Raw -1709015.967442 + Penalty 3107.392759 = -1705908.574683
  nChanged 220
		SP:Iteration 14Q (40347.650000 sec): 3 clusters
  Score: Raw -1709078.675206 + Penalty 3107.392759 = -1705971.282447
  nChanged 204
		SP:Iteration 15Q (40347.900000 sec): 3 clusters
  Score: Raw -1709139.216069 + Penalty 3107.392759 = -1706031.823310
  nChanged 207
		SP:Iteration 16Q (40348.140000 sec): 3 clusters
  Score: Raw -1709209.281401 + Penalty 3107.392759 = -1706101.888642
  nChanged 222
		SP:Iteration 17Q (40348.380000 sec): 3 clusters
  Score: Raw -1709297.058401 + Penalty 3107.392759 = -1706189.665642
  nChanged 227
		SP:Iteration 18Q (40348.600000 sec): 3 clusters
  Score: Raw -1709393.924639 + Penalty 3107.392759 = -1706286.531880
  nChanged 226
		SP:Iteration 19Q (40348.880000 sec): 3 clusters
  Score: Raw -1709497.023319 + Penalty 3107.392759 = -1706389.630560
  nChanged 197
		SP:Iteration 20F (40349.120000 sec): 3 clusters
  Score: Raw -1709589.040308 + Penalty 3107.392759 = -1706481.647549
  nChanged 191
		SP:Iteration 21Q (40349.340000 sec): 3 clusters
  Score: Raw -1709682.865139 + Penalty 3107.392759 = -1706575.472380
  nChanged 178
		SP:Iteration 22Q (40349.540000 sec): 3 clusters
  Score: Raw -1709770.929712 + Penalty 3107.392759 = -1706663.536953
  nChanged 129
		SP:Iteration 23Q (40349.780000 sec): 3 clusters
  Score: Raw -1709832.706463 + Penalty 3107.392759 = -1706725.313705
  nChanged 117
		SP:Iteration 24Q (40350.010000 sec): 3 clusters
  Score: Raw -1709880.227962 + Penalty 3107.392759 = -1706772.835203
  nChanged 86
		SP:Iteration 25Q (40350.290000 sec): 3 clusters
  Score: Raw -1709912.886555 + Penalty 3107.392759 = -1706805.493796
  nChanged 61
		SP:Iteration 26Q (40350.540000 sec): 3 clusters
  Score: Raw -1709936.722817 + Penalty 3107.392759 = -1706829.330058
  nChanged 56
		SP:Iteration 27Q (40350.780000 sec): 3 clusters
  Score: Raw -1709959.836469 + Penalty 3107.392759 = -1706852.443710
  nChanged 54
		SP:Iteration 28Q (40351.040000 sec): 3 clusters
  Score: Raw -1709984.885996 + Penalty 3107.392759 = -1706877.493237
  nChanged 53
		SP:Iteration 29Q (40351.300000 sec): 3 clusters
  Score: Raw -1710010.674376 + Penalty 3107.392759 = -1706903.281617
  nChanged 48
		SP:Iteration 30Q (40351.490000 sec): 3 clusters
  Score: Raw -1710032.500248 + Penalty 3107.392759 = -1706925.107489
  nChanged 31
		SP:Iteration 31Q (40351.730000 sec): 3 clusters
  Score: Raw -1710047.218082 + Penalty 3107.392759 = -1706939.825323
  nChanged 34
		SP:Iteration 32Q (40351.930000 sec): 3 clusters
  Score: Raw -1710061.544413 + Penalty 3107.392759 = -1706954.151654
  nChanged 31
		SP:Iteration 33Q (40352.160000 sec): 3 clusters
  Score: Raw -1710072.768664 + Penalty 3107.392759 = -1706965.375905
  nChanged 17
		SP:Iteration 34Q (40352.410000 sec): 3 clusters
  Score: Raw -1710077.561396 + Penalty 3107.392759 = -1706970.168637
  nChanged 14
		SP:Iteration 35Q (40352.660000 sec): 3 clusters
  Score: Raw -1710082.528229 + Penalty 3107.392759 = -1706975.135470
  nChanged 16
		SP:Iteration 36Q (40352.910000 sec): 3 clusters
  Score: Raw -1710087.088385 + Penalty 3107.392759 = -1706979.695626
  nChanged 10
		SP:Iteration 37Q (40353.140000 sec): 3 clusters
  Score: Raw -1710090.518891 + Penalty 3107.392759 = -1706983.126133
  nChanged 13
		SP:Iteration 38Q (40353.370000 sec): 3 clusters
  Score: Raw -1710095.547713 + Penalty 3107.392759 = -1706988.154954
  nChanged 8
		SP:Iteration 39Q (40353.690000 sec): 3 clusters
  Score: Raw -1710097.562344 + Penalty 3107.392759 = -1706990.169585
  nChanged 3
		SP:Iteration 40F (40353.890000 sec): 3 clusters
  Score: Raw -1710098.822857 + Penalty 3107.392759 = -1706991.430098
  nChanged 8
		SP:Iteration 41Q (40354.140000 sec): 3 clusters
  Score: Raw -1710102.404179 + Penalty 3107.392759 = -1706995.011420
  nChanged 6
		SP:Iteration 42Q (40354.390000 sec): 3 clusters
  Score: Raw -1710104.791904 + Penalty 3107.392759 = -1706997.399145
  nChanged 8
		SP:Iteration 43Q (40354.660000 sec): 3 clusters
  Score: Raw -1710108.572750 + Penalty 3107.392759 = -1707001.179991
  nChanged 2
		SP:Iteration 44Q (40354.920000 sec): 3 clusters
  Score: Raw -1710108.931140 + Penalty 3107.392759 = -1707001.538381
  nChanged 0
		SP:Iteration 45F (40355.170000 sec): 3 clusters
  Score: Raw -1710108.931140 + Penalty 3107.392759 = -1707001.538381
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (74589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40355.640000 sec): 2 clusters
  Score: Raw -8890451.595041 + Penalty 1823.209102 = -8888628.385939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40356.140000 sec): 3 clusters
  Score: Raw -8842571.030119 + Penalty 3646.418205 = -8838924.611914
  nChanged 35230
		SP:Iteration 1F (40356.700000 sec): 3 clusters
  Score: Raw -8863533.791834 + Penalty 3646.418205 = -8859887.373630
  nChanged 3628
		SP:Iteration 2Q (40357.290000 sec): 3 clusters
  Score: Raw -8865182.917468 + Penalty 3646.418205 = -8861536.499264
  nChanged 4161
		SP:Iteration 3F (40357.830000 sec): 3 clusters
  Score: Raw -8867268.053971 + Penalty 3646.418205 = -8863621.635766
  nChanged 4546
		SP:Iteration 4F (40358.440000 sec): 3 clusters
  Score: Raw -8869747.601811 + Penalty 3646.418205 = -8866101.183607
  nChanged 4931
		SP:Iteration 5F (40359.000000 sec): 3 clusters
  Score: Raw -8872687.178776 + Penalty 3646.418205 = -8869040.760571
  nChanged 5057
		SP:Iteration 6F (40359.560000 sec): 3 clusters
  Score: Raw -8875985.080450 + Penalty 3646.418205 = -8872338.662245
  nChanged 4809
		SP:Iteration 7F (40360.190000 sec): 3 clusters
  Score: Raw -8879557.216757 + Penalty 3646.418205 = -8875910.798553
  nChanged 4305
		SP:Iteration 8F (40360.820000 sec): 3 clusters
  Score: Raw -8883216.169021 + Penalty 3646.418205 = -8879569.750816
  nChanged 3343
		SP:Iteration 9Q (40361.450000 sec): 3 clusters
  Score: Raw -8886271.007933 + Penalty 3646.418205 = -8882624.589729
  nChanged 2064
		SP:Iteration 10Q (40362.020000 sec): 3 clusters
  Score: Raw -8888282.646648 + Penalty 3646.418205 = -8884636.228444
  nChanged 1132
		SP:Iteration 11Q (40362.530000 sec): 3 clusters
  Score: Raw -8889459.452364 + Penalty 3646.418205 = -8885813.034159
  nChanged 621
		SP:Iteration 12Q (40363.000000 sec): 3 clusters
  Score: Raw -8890079.063025 + Penalty 3646.418205 = -8886432.644821
  nChanged 414
		SP:Iteration 13Q (40363.530000 sec): 3 clusters
  Score: Raw -8890373.205213 + Penalty 3646.418205 = -8886726.787008
  nChanged 290
		SP:Iteration 14Q (40364.040000 sec): 3 clusters
  Score: Raw -8890550.171732 + Penalty 3646.418205 = -8886903.753527
  nChanged 204
		SP:Iteration 15Q (40364.500000 sec): 3 clusters
  Score: Raw -8890676.624721 + Penalty 3646.418205 = -8887030.206516
  nChanged 186
		SP:Iteration 16Q (40364.990000 sec): 3 clusters
  Score: Raw -8890769.993265 + Penalty 3646.418205 = -8887123.575061
  nChanged 137
		SP:Iteration 17Q (40365.460000 sec): 3 clusters
  Score: Raw -8890831.976872 + Penalty 3646.418205 = -8887185.558668
  nChanged 121
		SP:Iteration 18Q (40365.910000 sec): 3 clusters
  Score: Raw -8890879.338910 + Penalty 3646.418205 = -8887232.920706
  nChanged 82
		SP:Iteration 19Q (40366.360000 sec): 3 clusters
  Score: Raw -8890906.206922 + Penalty 3646.418205 = -8887259.788717
  nChanged 71
		SP:Iteration 20F (40366.930000 sec): 3 clusters
  Score: Raw -8890926.894414 + Penalty 3646.418205 = -8887280.476209
  nChanged 48
		SP:Iteration 21Q (40367.390000 sec): 3 clusters
  Score: Raw -8890940.907602 + Penalty 3646.418205 = -8887294.489397
  nChanged 36
		SP:Iteration 22Q (40367.850000 sec): 3 clusters
  Score: Raw -8890950.693339 + Penalty 3646.418205 = -8887304.275134
  nChanged 34
		SP:Iteration 23Q (40368.280000 sec): 3 clusters
  Score: Raw -8890959.587213 + Penalty 3646.418205 = -8887313.169008
  nChanged 23
		SP:Iteration 24Q (40368.710000 sec): 3 clusters
  Score: Raw -8890965.717674 + Penalty 3646.418205 = -8887319.299470
  nChanged 19
		SP:Iteration 25Q (40369.100000 sec): 3 clusters
  Score: Raw -8890970.080729 + Penalty 3646.418205 = -8887323.662524
  nChanged 16
		SP:Iteration 26Q (40369.530000 sec): 3 clusters
  Score: Raw -8890973.975685 + Penalty 3646.418205 = -8887327.557480
  nChanged 12
		SP:Iteration 27Q (40369.980000 sec): 3 clusters
  Score: Raw -8890975.916280 + Penalty 3646.418205 = -8887329.498075
  nChanged 12
		SP:Iteration 28Q (40370.390000 sec): 3 clusters
  Score: Raw -8890978.237632 + Penalty 3646.418205 = -8887331.819427
  nChanged 9
		SP:Iteration 29Q (40370.860000 sec): 3 clusters
  Score: Raw -8890979.517103 + Penalty 3646.418205 = -8887333.098898
  nChanged 4
		SP:Iteration 30Q (40371.290000 sec): 3 clusters
  Score: Raw -8890980.592252 + Penalty 3646.418205 = -8887334.174048
  nChanged 3
		SP:Iteration 31Q (40371.710000 sec): 3 clusters
  Score: Raw -8890981.638136 + Penalty 3646.418205 = -8887335.219931
  nChanged 6
		SP:Iteration 32Q (40372.150000 sec): 3 clusters
  Score: Raw -8890982.513141 + Penalty 3646.418205 = -8887336.094936
  nChanged 5
		SP:Iteration 33Q (40372.640000 sec): 3 clusters
  Score: Raw -8890983.256237 + Penalty 3646.418205 = -8887336.838033
  nChanged 6
		SP:Iteration 34Q (40373.070000 sec): 3 clusters
  Score: Raw -8890984.109810 + Penalty 3646.418205 = -8887337.691605
  nChanged 3
		SP:Iteration 35Q (40373.570000 sec): 3 clusters
  Score: Raw -8890984.529493 + Penalty 3646.418205 = -8887338.111289
  nChanged 3
		SP:Iteration 36Q (40374.010000 sec): 3 clusters
  Score: Raw -8890984.849479 + Penalty 3646.418205 = -8887338.431274
  nChanged 1
		SP:Iteration 37Q (40374.450000 sec): 3 clusters
  Score: Raw -8890984.935327 + Penalty 3646.418205 = -8887338.517123
  nChanged 1
		SP:Iteration 38Q (40374.900000 sec): 3 clusters
  Score: Raw -8890985.057789 + Penalty 3646.418205 = -8887338.639585
  nChanged 1
		SP:Iteration 39Q (40375.360000 sec): 3 clusters
  Score: Raw -8890985.198733 + Penalty 3646.418205 = -8887338.780528
  nChanged 2
		SP:Iteration 40F (40375.840000 sec): 3 clusters
  Score: Raw -8890985.378606 + Penalty 3646.418205 = -8887338.960402
  nChanged 1
		SP:Iteration 41Q (40376.300000 sec): 3 clusters
  Score: Raw -8890985.520733 + Penalty 3646.418205 = -8887339.102528
  nChanged 1
		SP:Iteration 42Q (40376.720000 sec): 3 clusters
  Score: Raw -8890985.566153 + Penalty 3646.418205 = -8887339.147948
  nChanged 0
		SP:Iteration 43F (40377.190000 sec): 3 clusters
  Score: Raw -8890985.566153 + Penalty 3646.418205 = -8887339.147948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (16064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40377.360000 sec): 2 clusters
  Score: Raw -1831725.275822 + Penalty 1573.704604 = -1830151.571219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40377.650000 sec): 3 clusters
  Score: Raw -1822243.924043 + Penalty 3147.409207 = -1819096.514836
  nChanged 7123
		SP:Iteration 1F (40377.940000 sec): 3 clusters
  Score: Raw -1826432.323559 + Penalty 3147.409207 = -1823284.914352
  nChanged 1029
		SP:Iteration 2F (40378.220000 sec): 3 clusters
  Score: Raw -1826936.370800 + Penalty 3147.409207 = -1823788.961592
  nChanged 894
		SP:Iteration 3F (40378.470000 sec): 3 clusters
  Score: Raw -1827413.545159 + Penalty 3147.409207 = -1824266.135952
  nChanged 882
		SP:Iteration 4F (40378.740000 sec): 3 clusters
  Score: Raw -1827901.519429 + Penalty 3147.409207 = -1824754.110222
  nChanged 885
		SP:Iteration 5F (40378.990000 sec): 3 clusters
  Score: Raw -1828465.949423 + Penalty 3147.409207 = -1825318.540216
  nChanged 916
		SP:Iteration 6F (40379.240000 sec): 3 clusters
  Score: Raw -1829133.210771 + Penalty 3147.409207 = -1825985.801564
  nChanged 876
		SP:Iteration 7F (40379.530000 sec): 3 clusters
  Score: Raw -1829803.612047 + Penalty 3147.409207 = -1826656.202840
  nChanged 784
		SP:Iteration 8Q (40379.780000 sec): 3 clusters
  Score: Raw -1830361.090876 + Penalty 3147.409207 = -1827213.681669
  nChanged 592
		SP:Iteration 9Q (40380.000000 sec): 3 clusters
  Score: Raw -1830702.099132 + Penalty 3147.409207 = -1827554.689924
  nChanged 482
		SP:Iteration 10Q (40380.250000 sec): 3 clusters
  Score: Raw -1830924.376528 + Penalty 3147.409207 = -1827776.967320
  nChanged 368
		SP:Iteration 11Q (40380.480000 sec): 3 clusters
  Score: Raw -1831065.571234 + Penalty 3147.409207 = -1827918.162026
  nChanged 271
		SP:Iteration 12Q (40380.750000 sec): 3 clusters
  Score: Raw -1831157.637772 + Penalty 3147.409207 = -1828010.228565
  nChanged 208
		SP:Iteration 13Q (40380.980000 sec): 3 clusters
  Score: Raw -1831217.830805 + Penalty 3147.409207 = -1828070.421598
  nChanged 149
		SP:Iteration 14Q (40381.190000 sec): 3 clusters
  Score: Raw -1831250.164491 + Penalty 3147.409207 = -1828102.755284
  nChanged 116
		SP:Iteration 15Q (40381.480000 sec): 3 clusters
  Score: Raw -1831275.971128 + Penalty 3147.409207 = -1828128.561921
  nChanged 106
		SP:Iteration 16Q (40381.670000 sec): 3 clusters
  Score: Raw -1831299.589592 + Penalty 3147.409207 = -1828152.180385
  nChanged 107
		SP:Iteration 17Q (40381.960000 sec): 3 clusters
  Score: Raw -1831323.910893 + Penalty 3147.409207 = -1828176.501686
  nChanged 108
		SP:Iteration 18Q (40382.180000 sec): 3 clusters
  Score: Raw -1831348.462473 + Penalty 3147.409207 = -1828201.053266
  nChanged 107
		SP:Iteration 19Q (40382.390000 sec): 3 clusters
  Score: Raw -1831370.948807 + Penalty 3147.409207 = -1828223.539600
  nChanged 107
		SP:Iteration 20F (40382.630000 sec): 3 clusters
  Score: Raw -1831397.680812 + Penalty 3147.409207 = -1828250.271604
  nChanged 113
		SP:Iteration 21Q (40382.910000 sec): 3 clusters
  Score: Raw -1831431.161642 + Penalty 3147.409207 = -1828283.752435
  nChanged 124
		SP:Iteration 22Q (40383.180000 sec): 3 clusters
  Score: Raw -1831460.868007 + Penalty 3147.409207 = -1828313.458799
  nChanged 110
		SP:Iteration 23Q (40383.460000 sec): 3 clusters
  Score: Raw -1831485.969667 + Penalty 3147.409207 = -1828338.560460
  nChanged 109
		SP:Iteration 24Q (40383.650000 sec): 3 clusters
  Score: Raw -1831512.302772 + Penalty 3147.409207 = -1828364.893564
  nChanged 96
		SP:Iteration 25Q (40383.920000 sec): 3 clusters
  Score: Raw -1831535.669447 + Penalty 3147.409207 = -1828388.260240
  nChanged 79
		SP:Iteration 26Q (40384.100000 sec): 3 clusters
  Score: Raw -1831551.909960 + Penalty 3147.409207 = -1828404.500753
  nChanged 79
		SP:Iteration 27Q (40384.310000 sec): 3 clusters
  Score: Raw -1831570.943686 + Penalty 3147.409207 = -1828423.534479
  nChanged 83
		SP:Iteration 28Q (40384.570000 sec): 3 clusters
  Score: Raw -1831588.564545 + Penalty 3147.409207 = -1828441.155338
  nChanged 70
		SP:Iteration 29Q (40384.780000 sec): 3 clusters
  Score: Raw -1831601.019681 + Penalty 3147.409207 = -1828453.610474
  nChanged 67
		SP:Iteration 30Q (40385.080000 sec): 3 clusters
  Score: Raw -1831614.180352 + Penalty 3147.409207 = -1828466.771144
  nChanged 67
		SP:Iteration 31Q (40385.310000 sec): 3 clusters
  Score: Raw -1831624.354417 + Penalty 3147.409207 = -1828476.945210
  nChanged 59
		SP:Iteration 32Q (40385.570000 sec): 3 clusters
  Score: Raw -1831634.210327 + Penalty 3147.409207 = -1828486.801120
  nChanged 56
		SP:Iteration 33Q (40385.870000 sec): 3 clusters
  Score: Raw -1831642.753899 + Penalty 3147.409207 = -1828495.344692
  nChanged 63
		SP:Iteration 34Q (40386.100000 sec): 3 clusters
  Score: Raw -1831654.824091 + Penalty 3147.409207 = -1828507.414884
  nChanged 67
		SP:Iteration 35Q (40386.340000 sec): 3 clusters
  Score: Raw -1831669.280441 + Penalty 3147.409207 = -1828521.871233
  nChanged 63
		SP:Iteration 36Q (40386.570000 sec): 3 clusters
  Score: Raw -1831681.697922 + Penalty 3147.409207 = -1828534.288715
  nChanged 67
		SP:Iteration 37Q (40386.800000 sec): 3 clusters
  Score: Raw -1831696.020533 + Penalty 3147.409207 = -1828548.611326
  nChanged 57
		SP:Iteration 38Q (40387.080000 sec): 3 clusters
  Score: Raw -1831707.695967 + Penalty 3147.409207 = -1828560.286760
  nChanged 59
		SP:Iteration 39Q (40387.300000 sec): 3 clusters
  Score: Raw -1831720.271892 + Penalty 3147.409207 = -1828572.862685
  nChanged 55
		SP:Iteration 40F (40387.540000 sec): 3 clusters
  Score: Raw -1831729.566888 + Penalty 3147.409207 = -1828582.157681
  nChanged 46
		SP:Iteration 41Q (40387.800000 sec): 3 clusters
  Score: Raw -1831735.804590 + Penalty 3147.409207 = -1828588.395383
  nChanged 35
		SP:Iteration 42Q (40388.070000 sec): 3 clusters
  Score: Raw -1831740.693304 + Penalty 3147.409207 = -1828593.284096
  nChanged 35
		SP:Iteration 43Q (40388.270000 sec): 3 clusters
  Score: Raw -1831745.166695 + Penalty 3147.409207 = -1828597.757487
  nChanged 30
		SP:Iteration 44Q (40388.520000 sec): 3 clusters
  Score: Raw -1831750.277670 + Penalty 3147.409207 = -1828602.868463
  nChanged 24
		SP:Iteration 45Q (40388.780000 sec): 3 clusters
  Score: Raw -1831753.922840 + Penalty 3147.409207 = -1828606.513632
  nChanged 30
		SP:Iteration 46Q (40389.060000 sec): 3 clusters
  Score: Raw -1831757.568893 + Penalty 3147.409207 = -1828610.159686
  nChanged 29
		SP:Iteration 47Q (40389.280000 sec): 3 clusters
  Score: Raw -1831762.038867 + Penalty 3147.409207 = -1828614.629660
  nChanged 29
		SP:Iteration 48Q (40389.550000 sec): 3 clusters
  Score: Raw -1831766.532179 + Penalty 3147.409207 = -1828619.122972
  nChanged 19
		SP:Iteration 49Q (40389.800000 sec): 3 clusters
  Score: Raw -1831768.495164 + Penalty 3147.409207 = -1828621.085957
  nChanged 14
		SP:Iteration 50Q (40390.090000 sec): 3 clusters
  Score: Raw -1831769.937414 + Penalty 3147.409207 = -1828622.528206
  nChanged 18
		SP:Iteration 51Q (40390.300000 sec): 3 clusters
  Score: Raw -1831771.609326 + Penalty 3147.409207 = -1828624.200119
  nChanged 18
		SP:Iteration 52Q (40390.620000 sec): 3 clusters
  Score: Raw -1831773.241298 + Penalty 3147.409207 = -1828625.832091
  nChanged 16
		SP:Iteration 53Q (40390.880000 sec): 3 clusters
  Score: Raw -1831774.669171 + Penalty 3147.409207 = -1828627.259963
  nChanged 15
		SP:Iteration 54Q (40391.120000 sec): 3 clusters
  Score: Raw -1831776.535470 + Penalty 3147.409207 = -1828629.126262
  nChanged 18
		SP:Iteration 55Q (40391.420000 sec): 3 clusters
  Score: Raw -1831778.326028 + Penalty 3147.409207 = -1828630.916821
  nChanged 13
		SP:Iteration 56Q (40391.630000 sec): 3 clusters
  Score: Raw -1831780.191252 + Penalty 3147.409207 = -1828632.782044
  nChanged 17
		SP:Iteration 57Q (40391.920000 sec): 3 clusters
  Score: Raw -1831783.592110 + Penalty 3147.409207 = -1828636.182902
  nChanged 25
		SP:Iteration 58Q (40392.180000 sec): 3 clusters
  Score: Raw -1831787.557016 + Penalty 3147.409207 = -1828640.147808
  nChanged 19
		SP:Iteration 59Q (40392.430000 sec): 3 clusters
  Score: Raw -1831790.637317 + Penalty 3147.409207 = -1828643.228109
  nChanged 26
		SP:Iteration 60F (40392.710000 sec): 3 clusters
  Score: Raw -1831794.659456 + Penalty 3147.409207 = -1828647.250249
  nChanged 28
		SP:Iteration 61Q (40392.960000 sec): 3 clusters
  Score: Raw -1831799.268851 + Penalty 3147.409207 = -1828651.859644
  nChanged 31
		SP:Iteration 62Q (40393.230000 sec): 3 clusters
  Score: Raw -1831805.141534 + Penalty 3147.409207 = -1828657.732327
  nChanged 33
		SP:Iteration 63Q (40393.530000 sec): 3 clusters
  Score: Raw -1831813.044549 + Penalty 3147.409207 = -1828665.635342
  nChanged 32
		SP:Iteration 64Q (40393.740000 sec): 3 clusters
  Score: Raw -1831819.314856 + Penalty 3147.409207 = -1828671.905648
  nChanged 26
		SP:Iteration 65Q (40393.970000 sec): 3 clusters
  Score: Raw -1831824.602562 + Penalty 3147.409207 = -1828677.193355
  nChanged 35
		SP:Iteration 66Q (40394.210000 sec): 3 clusters
  Score: Raw -1831831.464977 + Penalty 3147.409207 = -1828684.055770
  nChanged 41
		SP:Iteration 67Q (40394.460000 sec): 3 clusters
  Score: Raw -1831838.350528 + Penalty 3147.409207 = -1828690.941320
  nChanged 37
		SP:Iteration 68Q (40394.750000 sec): 3 clusters
  Score: Raw -1831843.516675 + Penalty 3147.409207 = -1828696.107468
  nChanged 25
		SP:Iteration 69Q (40394.980000 sec): 3 clusters
  Score: Raw -1831847.329039 + Penalty 3147.409207 = -1828699.919832
  nChanged 23
		SP:Iteration 70Q (40395.250000 sec): 3 clusters
  Score: Raw -1831850.426715 + Penalty 3147.409207 = -1828703.017508
  nChanged 14
		SP:Iteration 71Q (40395.550000 sec): 3 clusters
  Score: Raw -1831852.700104 + Penalty 3147.409207 = -1828705.290896
  nChanged 21
		SP:Iteration 72Q (40395.810000 sec): 3 clusters
  Score: Raw -1831854.966931 + Penalty 3147.409207 = -1828707.557723
  nChanged 15
		SP:Iteration 73Q (40396.080000 sec): 3 clusters
  Score: Raw -1831856.109765 + Penalty 3147.409207 = -1828708.700557
  nChanged 9
		SP:Iteration 74Q (40396.330000 sec): 3 clusters
  Score: Raw -1831856.741057 + Penalty 3147.409207 = -1828709.331850
  nChanged 10
		SP:Iteration 75Q (40396.640000 sec): 3 clusters
  Score: Raw -1831857.433836 + Penalty 3147.409207 = -1828710.024628
  nChanged 13
		SP:Iteration 76Q (40396.900000 sec): 3 clusters
  Score: Raw -1831858.555915 + Penalty 3147.409207 = -1828711.146708
  nChanged 12
		SP:Iteration 77Q (40397.170000 sec): 3 clusters
  Score: Raw -1831860.589618 + Penalty 3147.409207 = -1828713.180411
  nChanged 13
		SP:Iteration 78Q (40397.420000 sec): 3 clusters
  Score: Raw -1831862.261389 + Penalty 3147.409207 = -1828714.852182
  nChanged 15
		SP:Iteration 79Q (40397.660000 sec): 3 clusters
  Score: Raw -1831864.040671 + Penalty 3147.409207 = -1828716.631464
  nChanged 8
		SP:Iteration 80F (40397.930000 sec): 3 clusters
  Score: Raw -1831864.923264 + Penalty 3147.409207 = -1828717.514057
  nChanged 9
		SP:Iteration 81Q (40398.190000 sec): 3 clusters
  Score: Raw -1831866.870316 + Penalty 3147.409207 = -1828719.461109
  nChanged 16
		SP:Iteration 82Q (40398.520000 sec): 3 clusters
  Score: Raw -1831869.765411 + Penalty 3147.409207 = -1828722.356204
  nChanged 21
		SP:Iteration 83Q (40398.820000 sec): 3 clusters
  Score: Raw -1831872.825123 + Penalty 3147.409207 = -1828725.415915
  nChanged 28
		SP:Iteration 84Q (40399.060000 sec): 3 clusters
  Score: Raw -1831877.327085 + Penalty 3147.409207 = -1828729.917878
  nChanged 27
		SP:Iteration 85Q (40399.320000 sec): 3 clusters
  Score: Raw -1831882.728198 + Penalty 3147.409207 = -1828735.318991
  nChanged 29
		SP:Iteration 86Q (40399.630000 sec): 3 clusters
  Score: Raw -1831887.454918 + Penalty 3147.409207 = -1828740.045711
  nChanged 30
		SP:Iteration 87Q (40399.870000 sec): 3 clusters
  Score: Raw -1831893.308484 + Penalty 3147.409207 = -1828745.899277
  nChanged 30
		SP:Iteration 88Q (40400.090000 sec): 3 clusters
  Score: Raw -1831898.560214 + Penalty 3147.409207 = -1828751.151007
  nChanged 23
		SP:Iteration 89Q (40400.350000 sec): 3 clusters
  Score: Raw -1831901.983914 + Penalty 3147.409207 = -1828754.574707
  nChanged 13
		SP:Iteration 90Q (40400.520000 sec): 3 clusters
  Score: Raw -1831904.099156 + Penalty 3147.409207 = -1828756.689949
  nChanged 17
		SP:Iteration 91Q (40400.790000 sec): 3 clusters
  Score: Raw -1831906.898798 + Penalty 3147.409207 = -1828759.489591
  nChanged 25
		SP:Iteration 92Q (40401.040000 sec): 3 clusters
  Score: Raw -1831910.979382 + Penalty 3147.409207 = -1828763.570175
  nChanged 20
		SP:Iteration 93Q (40401.290000 sec): 3 clusters
  Score: Raw -1831914.651191 + Penalty 3147.409207 = -1828767.241984
  nChanged 19
		SP:Iteration 94Q (40401.570000 sec): 3 clusters
  Score: Raw -1831917.390213 + Penalty 3147.409207 = -1828769.981005
  nChanged 12
		SP:Iteration 95Q (40401.760000 sec): 3 clusters
  Score: Raw -1831919.090668 + Penalty 3147.409207 = -1828771.681460
  nChanged 12
		SP:Iteration 96Q (40402.010000 sec): 3 clusters
  Score: Raw -1831920.873087 + Penalty 3147.409207 = -1828773.463880
  nChanged 13
		SP:Iteration 97Q (40402.320000 sec): 3 clusters
  Score: Raw -1831922.763252 + Penalty 3147.409207 = -1828775.354044
  nChanged 15
		SP:Iteration 98Q (40402.580000 sec): 3 clusters
  Score: Raw -1831925.072346 + Penalty 3147.409207 = -1828777.663138
  nChanged 28
		SP:Iteration 99Q (40402.810000 sec): 3 clusters
  Score: Raw -1831930.720445 + Penalty 3147.409207 = -1828783.311238
  nChanged 24
		SP:Iteration 100F (40403.060000 sec): 3 clusters
  Score: Raw -1831937.428373 + Penalty 3147.409207 = -1828790.019166
  nChanged 33
		SP:Iteration 101Q (40403.280000 sec): 3 clusters
  Score: Raw -1831944.954607 + Penalty 3147.409207 = -1828797.545400
  nChanged 37
		SP:Iteration 102Q (40403.540000 sec): 3 clusters
  Score: Raw -1831953.075648 + Penalty 3147.409207 = -1828805.666440
  nChanged 37
		SP:Iteration 103Q (40403.800000 sec): 3 clusters
  Score: Raw -1831959.928538 + Penalty 3147.409207 = -1828812.519331
  nChanged 28
		SP:Iteration 104Q (40404.060000 sec): 3 clusters
  Score: Raw -1831965.030940 + Penalty 3147.409207 = -1828817.621733
  nChanged 28
		SP:Iteration 105Q (40404.300000 sec): 3 clusters
  Score: Raw -1831971.662557 + Penalty 3147.409207 = -1828824.253350
  nChanged 31
		SP:Iteration 106Q (40404.570000 sec): 3 clusters
  Score: Raw -1831979.091343 + Penalty 3147.409207 = -1828831.682135
  nChanged 30
		SP:Iteration 107Q (40404.840000 sec): 3 clusters
  Score: Raw -1831985.204008 + Penalty 3147.409207 = -1828837.794801
  nChanged 35
		SP:Iteration 108Q (40405.110000 sec): 3 clusters
  Score: Raw -1831992.481184 + Penalty 3147.409207 = -1828845.071977
  nChanged 36
		SP:Iteration 109Q (40405.370000 sec): 3 clusters
  Score: Raw -1831999.756922 + Penalty 3147.409207 = -1828852.347715
  nChanged 33
		SP:Iteration 110Q (40405.640000 sec): 3 clusters
  Score: Raw -1832006.843996 + Penalty 3147.409207 = -1828859.434789
  nChanged 33
		SP:Iteration 111Q (40405.870000 sec): 3 clusters
  Score: Raw -1832012.813824 + Penalty 3147.409207 = -1828865.404617
  nChanged 20
		SP:Iteration 112Q (40406.100000 sec): 3 clusters
  Score: Raw -1832016.585582 + Penalty 3147.409207 = -1828869.176375
  nChanged 22
		SP:Iteration 113Q (40406.350000 sec): 3 clusters
  Score: Raw -1832019.359070 + Penalty 3147.409207 = -1828871.949863
  nChanged 17
		SP:Iteration 114Q (40406.600000 sec): 3 clusters
  Score: Raw -1832022.586941 + Penalty 3147.409207 = -1828875.177734
  nChanged 19
		SP:Iteration 115Q (40406.900000 sec): 3 clusters
  Score: Raw -1832025.867387 + Penalty 3147.409207 = -1828878.458180
  nChanged 20
		SP:Iteration 116Q (40407.110000 sec): 3 clusters
  Score: Raw -1832029.414072 + Penalty 3147.409207 = -1828882.004865
  nChanged 24
		SP:Iteration 117Q (40407.350000 sec): 3 clusters
  Score: Raw -1832033.608400 + Penalty 3147.409207 = -1828886.199192
  nChanged 23
		SP:Iteration 118Q (40407.630000 sec): 3 clusters
  Score: Raw -1832038.028603 + Penalty 3147.409207 = -1828890.619395
  nChanged 22
		SP:Iteration 119Q (40407.830000 sec): 3 clusters
  Score: Raw -1832041.941671 + Penalty 3147.409207 = -1828894.532464
  nChanged 20
		SP:Iteration 120F (40408.090000 sec): 3 clusters
  Score: Raw -1832045.264160 + Penalty 3147.409207 = -1828897.854953
  nChanged 14
		SP:Iteration 121Q (40408.350000 sec): 3 clusters
  Score: Raw -1832047.585347 + Penalty 3147.409207 = -1828900.176140
  nChanged 15
		SP:Iteration 122Q (40408.620000 sec): 3 clusters
  Score: Raw -1832049.869305 + Penalty 3147.409207 = -1828902.460098
  nChanged 17
		SP:Iteration 123Q (40408.900000 sec): 3 clusters
  Score: Raw -1832052.759181 + Penalty 3147.409207 = -1828905.349973
  nChanged 13
		SP:Iteration 124Q (40409.090000 sec): 3 clusters
  Score: Raw -1832054.615414 + Penalty 3147.409207 = -1828907.206206
  nChanged 8
		SP:Iteration 125Q (40409.340000 sec): 3 clusters
  Score: Raw -1832055.915985 + Penalty 3147.409207 = -1828908.506777
  nChanged 12
		SP:Iteration 126Q (40409.610000 sec): 3 clusters
  Score: Raw -1832058.464822 + Penalty 3147.409207 = -1828911.055615
  nChanged 13
		SP:Iteration 127Q (40409.820000 sec): 3 clusters
  Score: Raw -1832060.987285 + Penalty 3147.409207 = -1828913.578078
  nChanged 9
		SP:Iteration 128Q (40410.050000 sec): 3 clusters
  Score: Raw -1832063.133099 + Penalty 3147.409207 = -1828915.723892
  nChanged 10
		SP:Iteration 129Q (40410.340000 sec): 3 clusters
  Score: Raw -1832064.710062 + Penalty 3147.409207 = -1828917.300854
  nChanged 9
		SP:Iteration 130Q (40410.560000 sec): 3 clusters
  Score: Raw -1832065.660984 + Penalty 3147.409207 = -1828918.251776
  nChanged 8
		SP:Iteration 131Q (40410.860000 sec): 3 clusters
  Score: Raw -1832066.787278 + Penalty 3147.409207 = -1828919.378071
  nChanged 7
		SP:Iteration 132Q (40411.040000 sec): 3 clusters
  Score: Raw -1832067.443487 + Penalty 3147.409207 = -1828920.034279
  nChanged 3
		SP:Iteration 133Q (40411.340000 sec): 3 clusters
  Score: Raw -1832067.835780 + Penalty 3147.409207 = -1828920.426573
  nChanged 3
		SP:Iteration 134Q (40411.570000 sec): 3 clusters
  Score: Raw -1832068.365225 + Penalty 3147.409207 = -1828920.956018
  nChanged 4
		SP:Iteration 135Q (40411.800000 sec): 3 clusters
  Score: Raw -1832068.919669 + Penalty 3147.409207 = -1828921.510461
  nChanged 4
		SP:Iteration 136Q (40412.020000 sec): 3 clusters
  Score: Raw -1832069.350562 + Penalty 3147.409207 = -1828921.941355
  nChanged 0
		SP:Iteration 137F (40412.320000 sec): 3 clusters
  Score: Raw -1832069.350562 + Penalty 3147.409207 = -1828921.941355
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40412.510000 sec): 2 clusters
  Score: Raw -1937395.345462 + Penalty 1580.945607 = -1935814.399855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40412.800000 sec): 3 clusters
  Score: Raw -1927402.263788 + Penalty 3161.891214 = -1924240.372574
  nChanged 7550
		SP:Iteration 1F (40413.020000 sec): 3 clusters
  Score: Raw -1931655.716596 + Penalty 3161.891214 = -1928493.825383
  nChanged 999
		SP:Iteration 2F (40413.280000 sec): 3 clusters
  Score: Raw -1932201.095402 + Penalty 3161.891214 = -1929039.204188
  nChanged 1082
		SP:Iteration 3F (40413.590000 sec): 3 clusters
  Score: Raw -1932861.936290 + Penalty 3161.891214 = -1929700.045077
  nChanged 1130
		SP:Iteration 4F (40413.850000 sec): 3 clusters
  Score: Raw -1933621.701029 + Penalty 3161.891214 = -1930459.809815
  nChanged 1140
		SP:Iteration 5F (40414.070000 sec): 3 clusters
  Score: Raw -1934400.215242 + Penalty 3161.891214 = -1931238.324028
  nChanged 1081
		SP:Iteration 6F (40414.360000 sec): 3 clusters
  Score: Raw -1935163.476665 + Penalty 3161.891214 = -1932001.585452
  nChanged 927
		SP:Iteration 7F (40414.620000 sec): 3 clusters
  Score: Raw -1935777.974374 + Penalty 3161.891214 = -1932616.083160
  nChanged 754
		SP:Iteration 8Q (40414.890000 sec): 3 clusters
  Score: Raw -1936222.349566 + Penalty 3161.891214 = -1933060.458353
  nChanged 608
		SP:Iteration 9Q (40415.140000 sec): 3 clusters
  Score: Raw -1936551.685833 + Penalty 3161.891214 = -1933389.794620
  nChanged 483
		SP:Iteration 10Q (40415.400000 sec): 3 clusters
  Score: Raw -1936780.375685 + Penalty 3161.891214 = -1933618.484471
  nChanged 398
		SP:Iteration 11Q (40415.650000 sec): 3 clusters
  Score: Raw -1936965.365252 + Penalty 3161.891214 = -1933803.474038
  nChanged 338
		SP:Iteration 12Q (40415.920000 sec): 3 clusters
  Score: Raw -1937117.729234 + Penalty 3161.891214 = -1933955.838020
  nChanged 303
		SP:Iteration 13Q (40416.120000 sec): 3 clusters
  Score: Raw -1937267.215684 + Penalty 3161.891214 = -1934105.324470
  nChanged 288
		SP:Iteration 14Q (40416.380000 sec): 3 clusters
  Score: Raw -1937403.134751 + Penalty 3161.891214 = -1934241.243537
  nChanged 268
		SP:Iteration 15Q (40416.620000 sec): 3 clusters
  Score: Raw -1937517.101980 + Penalty 3161.891214 = -1934355.210767
  nChanged 253
		SP:Iteration 16Q (40416.870000 sec): 3 clusters
  Score: Raw -1937617.662758 + Penalty 3161.891214 = -1934455.771544
  nChanged 220
		SP:Iteration 17Q (40417.090000 sec): 3 clusters
  Score: Raw -1937698.025246 + Penalty 3161.891214 = -1934536.134033
  nChanged 182
		SP:Iteration 18Q (40417.320000 sec): 3 clusters
  Score: Raw -1937755.277840 + Penalty 3161.891214 = -1934593.386627
  nChanged 173
		SP:Iteration 19Q (40417.580000 sec): 3 clusters
  Score: Raw -1937802.901781 + Penalty 3161.891214 = -1934641.010568
  nChanged 152
		SP:Iteration 20F (40417.760000 sec): 3 clusters
  Score: Raw -1937851.513657 + Penalty 3161.891214 = -1934689.622443
  nChanged 164
		SP:Iteration 21Q (40417.990000 sec): 3 clusters
  Score: Raw -1937898.084314 + Penalty 3161.891214 = -1934736.193100
  nChanged 146
		SP:Iteration 22Q (40418.250000 sec): 3 clusters
  Score: Raw -1937940.708144 + Penalty 3161.891214 = -1934778.816930
  nChanged 141
		SP:Iteration 23Q (40418.500000 sec): 3 clusters
  Score: Raw -1937977.842608 + Penalty 3161.891214 = -1934815.951395
  nChanged 141
		SP:Iteration 24Q (40418.720000 sec): 3 clusters
  Score: Raw -1938017.072132 + Penalty 3161.891214 = -1934855.180919
  nChanged 123
		SP:Iteration 25Q (40418.930000 sec): 3 clusters
  Score: Raw -1938050.689495 + Penalty 3161.891214 = -1934888.798282
  nChanged 121
		SP:Iteration 26Q (40419.200000 sec): 3 clusters
  Score: Raw -1938081.518445 + Penalty 3161.891214 = -1934919.627231
  nChanged 117
		SP:Iteration 27Q (40419.420000 sec): 3 clusters
  Score: Raw -1938109.647300 + Penalty 3161.891214 = -1934947.756086
  nChanged 105
		SP:Iteration 28Q (40419.690000 sec): 3 clusters
  Score: Raw -1938134.066639 + Penalty 3161.891214 = -1934972.175425
  nChanged 83
		SP:Iteration 29Q (40419.940000 sec): 3 clusters
  Score: Raw -1938152.751481 + Penalty 3161.891214 = -1934990.860268
  nChanged 96
		SP:Iteration 30Q (40420.230000 sec): 3 clusters
  Score: Raw -1938172.316976 + Penalty 3161.891214 = -1935010.425763
  nChanged 91
		SP:Iteration 31Q (40420.450000 sec): 3 clusters
  Score: Raw -1938186.475330 + Penalty 3161.891214 = -1935024.584116
  nChanged 84
		SP:Iteration 32Q (40420.730000 sec): 3 clusters
  Score: Raw -1938200.249466 + Penalty 3161.891214 = -1935038.358253
  nChanged 74
		SP:Iteration 33Q (40421.010000 sec): 3 clusters
  Score: Raw -1938213.575779 + Penalty 3161.891214 = -1935051.684565
  nChanged 83
		SP:Iteration 34Q (40421.270000 sec): 3 clusters
  Score: Raw -1938228.183288 + Penalty 3161.891214 = -1935066.292075
  nChanged 70
		SP:Iteration 35Q (40421.560000 sec): 3 clusters
  Score: Raw -1938239.913711 + Penalty 3161.891214 = -1935078.022497
  nChanged 72
		SP:Iteration 36Q (40421.800000 sec): 3 clusters
  Score: Raw -1938251.837638 + Penalty 3161.891214 = -1935089.946425
  nChanged 70
		SP:Iteration 37Q (40422.130000 sec): 3 clusters
  Score: Raw -1938263.322121 + Penalty 3161.891214 = -1935101.430907
  nChanged 57
		SP:Iteration 38Q (40422.400000 sec): 3 clusters
  Score: Raw -1938274.066133 + Penalty 3161.891214 = -1935112.174920
  nChanged 71
		SP:Iteration 39Q (40422.630000 sec): 3 clusters
  Score: Raw -1938286.471273 + Penalty 3161.891214 = -1935124.580060
  nChanged 73
		SP:Iteration 40F (40422.960000 sec): 3 clusters
  Score: Raw -1938298.306629 + Penalty 3161.891214 = -1935136.415416
  nChanged 73
		SP:Iteration 41Q (40423.200000 sec): 3 clusters
  Score: Raw -1938309.225827 + Penalty 3161.891214 = -1935147.334613
  nChanged 58
		SP:Iteration 42Q (40423.480000 sec): 3 clusters
  Score: Raw -1938316.393320 + Penalty 3161.891214 = -1935154.502106
  nChanged 54
		SP:Iteration 43Q (40423.730000 sec): 3 clusters
  Score: Raw -1938323.797949 + Penalty 3161.891214 = -1935161.906735
  nChanged 52
		SP:Iteration 44Q (40424.120000 sec): 3 clusters
  Score: Raw -1938330.482245 + Penalty 3161.891214 = -1935168.591032
  nChanged 40
		SP:Iteration 45Q (40424.390000 sec): 3 clusters
  Score: Raw -1938335.500362 + Penalty 3161.891214 = -1935173.609149
  nChanged 44
		SP:Iteration 46Q (40424.670000 sec): 3 clusters
  Score: Raw -1938340.873289 + Penalty 3161.891214 = -1935178.982075
  nChanged 43
		SP:Iteration 47Q (40424.930000 sec): 3 clusters
  Score: Raw -1938347.888085 + Penalty 3161.891214 = -1935185.996871
  nChanged 40
		SP:Iteration 48Q (40425.200000 sec): 3 clusters
  Score: Raw -1938352.898495 + Penalty 3161.891214 = -1935191.007281
  nChanged 32
		SP:Iteration 49Q (40425.470000 sec): 3 clusters
  Score: Raw -1938355.718674 + Penalty 3161.891214 = -1935193.827460
  nChanged 40
		SP:Iteration 50Q (40425.780000 sec): 3 clusters
  Score: Raw -1938359.655673 + Penalty 3161.891214 = -1935197.764459
  nChanged 32
		SP:Iteration 51Q (40426.030000 sec): 3 clusters
  Score: Raw -1938362.953588 + Penalty 3161.891214 = -1935201.062374
  nChanged 36
		SP:Iteration 52Q (40426.360000 sec): 3 clusters
  Score: Raw -1938366.219115 + Penalty 3161.891214 = -1935204.327901
  nChanged 23
		SP:Iteration 53Q (40426.620000 sec): 3 clusters
  Score: Raw -1938368.075690 + Penalty 3161.891214 = -1935206.184476
  nChanged 20
		SP:Iteration 54Q (40426.960000 sec): 3 clusters
  Score: Raw -1938370.035045 + Penalty 3161.891214 = -1935208.143832
  nChanged 14
		SP:Iteration 55Q (40427.230000 sec): 3 clusters
  Score: Raw -1938371.147837 + Penalty 3161.891214 = -1935209.256623
  nChanged 14
		SP:Iteration 56Q (40427.480000 sec): 3 clusters
  Score: Raw -1938372.535873 + Penalty 3161.891214 = -1935210.644660
  nChanged 18
		SP:Iteration 57Q (40427.730000 sec): 3 clusters
  Score: Raw -1938374.327505 + Penalty 3161.891214 = -1935212.436291
  nChanged 23
		SP:Iteration 58Q (40427.960000 sec): 3 clusters
  Score: Raw -1938376.584587 + Penalty 3161.891214 = -1935214.693373
  nChanged 22
		SP:Iteration 59Q (40428.250000 sec): 3 clusters
  Score: Raw -1938378.697071 + Penalty 3161.891214 = -1935216.805857
  nChanged 18
		SP:Iteration 60F (40428.480000 sec): 3 clusters
  Score: Raw -1938379.995965 + Penalty 3161.891214 = -1935218.104752
  nChanged 12
		SP:Iteration 61Q (40428.690000 sec): 3 clusters
  Score: Raw -1938381.073659 + Penalty 3161.891214 = -1935219.182445
  nChanged 13
		SP:Iteration 62Q (40428.900000 sec): 3 clusters
  Score: Raw -1938382.138624 + Penalty 3161.891214 = -1935220.247410
  nChanged 13
		SP:Iteration 63Q (40429.150000 sec): 3 clusters
  Score: Raw -1938383.031175 + Penalty 3161.891214 = -1935221.139961
  nChanged 8
		SP:Iteration 64Q (40429.350000 sec): 3 clusters
  Score: Raw -1938383.570176 + Penalty 3161.891214 = -1935221.678962
  nChanged 5
		SP:Iteration 65Q (40429.600000 sec): 3 clusters
  Score: Raw -1938383.754092 + Penalty 3161.891214 = -1935221.862879
  nChanged 3
		SP:Iteration 66Q (40429.830000 sec): 3 clusters
  Score: Raw -1938383.910207 + Penalty 3161.891214 = -1935222.018994
  nChanged 3
		SP:Iteration 67Q (40430.070000 sec): 3 clusters
  Score: Raw -1938384.022755 + Penalty 3161.891214 = -1935222.131542
  nChanged 0
		SP:Iteration 68F (40430.320000 sec): 3 clusters
  Score: Raw -1938384.022755 + Penalty 3161.891214 = -1935222.131542
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40430.420000 sec): 2 clusters
  Score: Raw -12737.013771 + Penalty 804.173482 = -11932.840289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40430.670000 sec): 3 clusters
  Score: Raw -12956.107311 + Penalty 1608.346964 = -11347.760347
  nChanged 15
		SP:Iteration 1F (40430.830000 sec): 3 clusters
  Score: Raw -13017.086203 + Penalty 1608.346964 = -11408.739239
  nChanged 1
		SP:Iteration 2Q (40431.010000 sec): 3 clusters
  Score: Raw -13018.666243 + Penalty 1608.346964 = -11410.319278
  nChanged 1
		SP:Iteration 3Q (40431.230000 sec): 3 clusters
  Score: Raw -13021.751690 + Penalty 1608.346964 = -11413.404726
  nChanged 0
		SP:Iteration 4F (40431.370000 sec): 3 clusters
  Score: Raw -13021.751690 + Penalty 1608.346964 = -11413.404726
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40431.470000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40431.650000 sec): 3 clusters
  Score: Raw -56141.280362 + Penalty 2010.517803 = -54130.762559
  nChanged 113
		SP:Iteration 1F (40431.880000 sec): 3 clusters
  Score: Raw -56281.035222 + Penalty 2010.517803 = -54270.517419
  nChanged 26
		SP:Iteration 2F (40432.060000 sec): 3 clusters
  Score: Raw -56326.342225 + Penalty 2010.517803 = -54315.824423
  nChanged 15
		SP:Iteration 3Q (40432.240000 sec): 3 clusters
  Score: Raw -56354.014561 + Penalty 2010.517803 = -54343.496758
  nChanged 13
		SP:Iteration 4Q (40432.400000 sec): 3 clusters
  Score: Raw -56372.222077 + Penalty 2010.517803 = -54361.704274
  nChanged 5
		SP:Iteration 5Q (40432.550000 sec): 3 clusters
  Score: Raw -56382.804930 + Penalty 2010.517803 = -54372.287127
  nChanged 3
		SP:Iteration 6Q (40432.720000 sec): 3 clusters
  Score: Raw -56387.036554 + Penalty 2010.517803 = -54376.518751
  nChanged 1
		SP:Iteration 7Q (40432.930000 sec): 3 clusters
  Score: Raw -56388.786466 + Penalty 2010.517803 = -54378.268663
  nChanged 1
		SP:Iteration 8Q (40433.080000 sec): 3 clusters
  Score: Raw -56391.034788 + Penalty 2010.517803 = -54380.516985
  nChanged 1
		SP:Iteration 9Q (40433.270000 sec): 3 clusters
  Score: Raw -56391.595325 + Penalty 2010.517803 = -54381.077522
  nChanged 1
		SP:Iteration 10Q (40433.450000 sec): 3 clusters
  Score: Raw -56392.416029 + Penalty 2010.517803 = -54381.898226
  nChanged 0
		SP:Iteration 11F (40433.650000 sec): 3 clusters
  Score: Raw -56392.416029 + Penalty 2010.517803 = -54381.898226
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (311571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40435.140000 sec): 2 clusters
  Score: Raw -37983181.383234 + Penalty 2055.524660 = -37981125.858574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40436.790000 sec): 3 clusters
  Score: Raw -37774873.714404 + Penalty 4111.049319 = -37770762.665085
  nChanged 151556
		SP:Iteration 1F (40438.300000 sec): 3 clusters
  Score: Raw -37866683.088529 + Penalty 4111.049319 = -37862572.039210
  nChanged 9801
		SP:Iteration 2Q (40439.710000 sec): 3 clusters
  Score: Raw -37869202.503299 + Penalty 4111.049319 = -37865091.453980
  nChanged 11718
		SP:Iteration 3Q (40441.180000 sec): 3 clusters
  Score: Raw -37872903.276612 + Penalty 4111.049319 = -37868792.227293
  nChanged 14026
		SP:Iteration 4Q (40442.550000 sec): 3 clusters
  Score: Raw -37878315.582768 + Penalty 4111.049319 = -37874204.533449
  nChanged 16495
		SP:Iteration 5F (40443.960000 sec): 3 clusters
  Score: Raw -37885925.124467 + Penalty 4111.049319 = -37881814.075148
  nChanged 18612
		SP:Iteration 6F (40445.410000 sec): 3 clusters
  Score: Raw -37895857.925743 + Penalty 4111.049319 = -37891746.876424
  nChanged 19456
		SP:Iteration 7F (40446.850000 sec): 3 clusters
  Score: Raw -37907308.927727 + Penalty 4111.049319 = -37903197.878408
  nChanged 19055
		SP:Iteration 8F (40448.220000 sec): 3 clusters
  Score: Raw -37919723.392851 + Penalty 4111.049319 = -37915612.343532
  nChanged 17305
		SP:Iteration 9F (40449.570000 sec): 3 clusters
  Score: Raw -37932633.161362 + Penalty 4111.049319 = -37928522.112043
  nChanged 14871
		SP:Iteration 10Q (40451.110000 sec): 3 clusters
  Score: Raw -37945582.618893 + Penalty 4111.049319 = -37941471.569574
  nChanged 11737
		SP:Iteration 11Q (40452.670000 sec): 3 clusters
  Score: Raw -37956706.662543 + Penalty 4111.049319 = -37952595.613224
  nChanged 8514
		SP:Iteration 12Q (40454.320000 sec): 3 clusters
  Score: Raw -37964140.004512 + Penalty 4111.049319 = -37960028.955192
  nChanged 6041
		SP:Iteration 13Q (40455.720000 sec): 3 clusters
  Score: Raw -37968622.494733 + Penalty 4111.049319 = -37964511.445414
  nChanged 4726
		SP:Iteration 14Q (40457.480000 sec): 3 clusters
  Score: Raw -37971753.891734 + Penalty 4111.049319 = -37967642.842415
  nChanged 3952
		SP:Iteration 15Q (40459.110000 sec): 3 clusters
  Score: Raw -37974077.581189 + Penalty 4111.049319 = -37969966.531870
  nChanged 3308
		SP:Iteration 16Q (40460.570000 sec): 3 clusters
  Score: Raw -37975917.569585 + Penalty 4111.049319 = -37971806.520266
  nChanged 2824
		SP:Iteration 17Q (40462.130000 sec): 3 clusters
  Score: Raw -37977478.338850 + Penalty 4111.049319 = -37973367.289531
  nChanged 2386
		SP:Iteration 18Q (40463.630000 sec): 3 clusters
  Score: Raw -37978771.808552 + Penalty 4111.049319 = -37974660.759233
  nChanged 1979
		SP:Iteration 19Q (40465.060000 sec): 3 clusters
  Score: Raw -37979780.306127 + Penalty 4111.049319 = -37975669.256808
  nChanged 1635
		SP:Iteration 20F (40466.590000 sec): 3 clusters
  Score: Raw -37980568.461528 + Penalty 4111.049319 = -37976457.412209
  nChanged 1333
		SP:Iteration 21Q (40467.960000 sec): 3 clusters
  Score: Raw -37981173.858378 + Penalty 4111.049319 = -37977062.809059
  nChanged 1111
		SP:Iteration 22Q (40469.420000 sec): 3 clusters
  Score: Raw -37981642.122464 + Penalty 4111.049319 = -37977531.073144
  nChanged 872
		SP:Iteration 23Q (40470.700000 sec): 3 clusters
  Score: Raw -37982011.721251 + Penalty 4111.049319 = -37977900.671932
  nChanged 790
		SP:Iteration 24Q (40472.090000 sec): 3 clusters
  Score: Raw -37982335.833298 + Penalty 4111.049319 = -37978224.783979
  nChanged 664
		SP:Iteration 25Q (40473.410000 sec): 3 clusters
  Score: Raw -37982599.838452 + Penalty 4111.049319 = -37978488.789133
  nChanged 550
		SP:Iteration 26Q (40474.700000 sec): 3 clusters
  Score: Raw -37982802.877896 + Penalty 4111.049319 = -37978691.828577
  nChanged 452
		SP:Iteration 27Q (40476.020000 sec): 3 clusters
  Score: Raw -37982972.468835 + Penalty 4111.049319 = -37978861.419516
  nChanged 377
		SP:Iteration 28Q (40477.410000 sec): 3 clusters
  Score: Raw -37983103.214073 + Penalty 4111.049319 = -37978992.164754
  nChanged 330
		SP:Iteration 29Q (40478.760000 sec): 3 clusters
  Score: Raw -37983212.464155 + Penalty 4111.049319 = -37979101.414836
  nChanged 279
		SP:Iteration 30Q (40480.060000 sec): 3 clusters
  Score: Raw -37983299.438676 + Penalty 4111.049319 = -37979188.389357
  nChanged 246
		SP:Iteration 31Q (40481.320000 sec): 3 clusters
  Score: Raw -37983377.072929 + Penalty 4111.049319 = -37979266.023610
  nChanged 213
		SP:Iteration 32Q (40482.630000 sec): 3 clusters
  Score: Raw -37983444.511206 + Penalty 4111.049319 = -37979333.461887
  nChanged 181
		SP:Iteration 33Q (40483.950000 sec): 3 clusters
  Score: Raw -37983498.678025 + Penalty 4111.049319 = -37979387.628705
  nChanged 156
		SP:Iteration 34Q (40485.320000 sec): 3 clusters
  Score: Raw -37983542.955093 + Penalty 4111.049319 = -37979431.905774
  nChanged 115
		SP:Iteration 35Q (40486.620000 sec): 3 clusters
  Score: Raw -37983574.097143 + Penalty 4111.049319 = -37979463.047823
  nChanged 122
		SP:Iteration 36Q (40488.100000 sec): 3 clusters
  Score: Raw -37983607.474663 + Penalty 4111.049319 = -37979496.425344
  nChanged 99
		SP:Iteration 37Q (40489.660000 sec): 3 clusters
  Score: Raw -37983636.012525 + Penalty 4111.049319 = -37979524.963206
  nChanged 94
		SP:Iteration 38Q (40491.220000 sec): 3 clusters
  Score: Raw -37983659.254890 + Penalty 4111.049319 = -37979548.205571
  nChanged 65
		SP:Iteration 39Q (40492.770000 sec): 3 clusters
  Score: Raw -37983674.635214 + Penalty 4111.049319 = -37979563.585895
  nChanged 55
		SP:Iteration 40F (40494.410000 sec): 3 clusters
  Score: Raw -37983684.277834 + Penalty 4111.049319 = -37979573.228514
  nChanged 45
		SP:Iteration 41Q (40495.790000 sec): 3 clusters
  Score: Raw -37983692.390618 + Penalty 4111.049319 = -37979581.341299
  nChanged 38
		SP:Iteration 42Q (40497.070000 sec): 3 clusters
  Score: Raw -37983699.990141 + Penalty 4111.049319 = -37979588.940822
  nChanged 39
		SP:Iteration 43Q (40498.350000 sec): 3 clusters
  Score: Raw -37983707.940743 + Penalty 4111.049319 = -37979596.891424
  nChanged 39
		SP:Iteration 44Q (40499.660000 sec): 3 clusters
  Score: Raw -37983716.623863 + Penalty 4111.049319 = -37979605.574543
  nChanged 41
		SP:Iteration 45Q (40501.080000 sec): 3 clusters
  Score: Raw -37983727.894237 + Penalty 4111.049319 = -37979616.844918
  nChanged 46
		SP:Iteration 46Q (40502.330000 sec): 3 clusters
  Score: Raw -37983739.680457 + Penalty 4111.049319 = -37979628.631137
  nChanged 47
		SP:Iteration 47Q (40503.710000 sec): 3 clusters
  Score: Raw -37983750.068829 + Penalty 4111.049319 = -37979639.019510
  nChanged 38
		SP:Iteration 48Q (40504.990000 sec): 3 clusters
  Score: Raw -37983758.531181 + Penalty 4111.049319 = -37979647.481862
  nChanged 41
		SP:Iteration 49Q (40506.260000 sec): 3 clusters
  Score: Raw -37983767.408944 + Penalty 4111.049319 = -37979656.359625
  nChanged 33
		SP:Iteration 50Q (40507.600000 sec): 3 clusters
  Score: Raw -37983774.280141 + Penalty 4111.049319 = -37979663.230821
  nChanged 17
		SP:Iteration 51Q (40508.860000 sec): 3 clusters
  Score: Raw -37983777.070605 + Penalty 4111.049319 = -37979666.021286
  nChanged 20
		SP:Iteration 52Q (40510.200000 sec): 3 clusters
  Score: Raw -37983780.590926 + Penalty 4111.049319 = -37979669.541607
  nChanged 14
		SP:Iteration 53Q (40511.460000 sec): 3 clusters
  Score: Raw -37983783.207810 + Penalty 4111.049319 = -37979672.158491
  nChanged 18
		SP:Iteration 54Q (40512.580000 sec): 3 clusters
  Score: Raw -37983786.318141 + Penalty 4111.049319 = -37979675.268822
  nChanged 15
		SP:Iteration 55Q (40513.960000 sec): 3 clusters
  Score: Raw -37983788.304673 + Penalty 4111.049319 = -37979677.255353
  nChanged 10
		SP:Iteration 56Q (40515.250000 sec): 3 clusters
  Score: Raw -37983790.190938 + Penalty 4111.049319 = -37979679.141619
  nChanged 11
		SP:Iteration 57Q (40516.660000 sec): 3 clusters
  Score: Raw -37983792.476201 + Penalty 4111.049319 = -37979681.426882
  nChanged 10
		SP:Iteration 58Q (40518.320000 sec): 3 clusters
  Score: Raw -37983794.882807 + Penalty 4111.049319 = -37979683.833488
  nChanged 9
		SP:Iteration 59Q (40519.820000 sec): 3 clusters
  Score: Raw -37983796.743587 + Penalty 4111.049319 = -37979685.694268
  nChanged 12
		SP:Iteration 60F (40521.580000 sec): 3 clusters
  Score: Raw -37983798.421213 + Penalty 4111.049319 = -37979687.371894
  nChanged 9
		SP:Iteration 61Q (40523.270000 sec): 3 clusters
  Score: Raw -37983799.906151 + Penalty 4111.049319 = -37979688.856832
  nChanged 6
		SP:Iteration 62Q (40524.520000 sec): 3 clusters
  Score: Raw -37983800.710587 + Penalty 4111.049319 = -37979689.661268
  nChanged 4
		SP:Iteration 63Q (40525.810000 sec): 3 clusters
  Score: Raw -37983801.113438 + Penalty 4111.049319 = -37979690.064119
  nChanged 0
		SP:Iteration 64F (40527.280000 sec): 3 clusters
  Score: Raw -37983801.113438 + Penalty 4111.049319 = -37979690.064119
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (33944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40527.620000 sec): 2 clusters
  Score: Raw -4135071.790439 + Penalty 1695.275950 = -4133376.514489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40528.000000 sec): 3 clusters
  Score: Raw -4113935.666698 + Penalty 3390.551901 = -4110545.114798
  nChanged 15740
		SP:Iteration 1F (40528.300000 sec): 3 clusters
  Score: Raw -4123633.916069 + Penalty 3390.551901 = -4120243.364168
  nChanged 2095
		SP:Iteration 2F (40528.700000 sec): 3 clusters
  Score: Raw -4124877.499082 + Penalty 3390.551901 = -4121486.947181
  nChanged 2291
		SP:Iteration 3F (40529.010000 sec): 3 clusters
  Score: Raw -4126580.912518 + Penalty 3390.551901 = -4123190.360618
  nChanged 2522
		SP:Iteration 4F (40529.380000 sec): 3 clusters
  Score: Raw -4128564.739362 + Penalty 3390.551901 = -4125174.187461
  nChanged 2458
		SP:Iteration 5F (40529.690000 sec): 3 clusters
  Score: Raw -4130356.229809 + Penalty 3390.551901 = -4126965.677908
  nChanged 2042
		SP:Iteration 6F (40530.060000 sec): 3 clusters
  Score: Raw -4131561.039818 + Penalty 3390.551901 = -4128170.487917
  nChanged 1463
		SP:Iteration 7Q (40530.430000 sec): 3 clusters
  Score: Raw -4132200.435704 + Penalty 3390.551901 = -4128809.883803
  nChanged 986
		SP:Iteration 8Q (40530.790000 sec): 3 clusters
  Score: Raw -4132517.763790 + Penalty 3390.551901 = -4129127.211889
  nChanged 634
		SP:Iteration 9Q (40531.190000 sec): 3 clusters
  Score: Raw -4132679.871357 + Penalty 3390.551901 = -4129289.319456
  nChanged 468
		SP:Iteration 10Q (40531.520000 sec): 3 clusters
  Score: Raw -4132786.355108 + Penalty 3390.551901 = -4129395.803208
  nChanged 395
		SP:Iteration 11Q (40531.890000 sec): 3 clusters
  Score: Raw -4132869.665398 + Penalty 3390.551901 = -4129479.113497
  nChanged 358
		SP:Iteration 12Q (40532.190000 sec): 3 clusters
  Score: Raw -4132943.982028 + Penalty 3390.551901 = -4129553.430127
  nChanged 313
		SP:Iteration 13Q (40532.580000 sec): 3 clusters
  Score: Raw -4133002.167304 + Penalty 3390.551901 = -4129611.615403
  nChanged 264
		SP:Iteration 14Q (40532.930000 sec): 3 clusters
  Score: Raw -4133043.201722 + Penalty 3390.551901 = -4129652.649821
  nChanged 222
		SP:Iteration 15Q (40533.220000 sec): 3 clusters
  Score: Raw -4133075.859582 + Penalty 3390.551901 = -4129685.307681
  nChanged 226
		SP:Iteration 16Q (40533.570000 sec): 3 clusters
  Score: Raw -4133109.727953 + Penalty 3390.551901 = -4129719.176052
  nChanged 212
		SP:Iteration 17Q (40533.880000 sec): 3 clusters
  Score: Raw -4133147.867987 + Penalty 3390.551901 = -4129757.316086
  nChanged 238
		SP:Iteration 18Q (40534.260000 sec): 3 clusters
  Score: Raw -4133192.748175 + Penalty 3390.551901 = -4129802.196275
  nChanged 244
		SP:Iteration 19Q (40534.610000 sec): 3 clusters
  Score: Raw -4133240.986331 + Penalty 3390.551901 = -4129850.434431
  nChanged 237
		SP:Iteration 20F (40535.010000 sec): 3 clusters
  Score: Raw -4133286.203986 + Penalty 3390.551901 = -4129895.652085
  nChanged 244
		SP:Iteration 21Q (40535.320000 sec): 3 clusters
  Score: Raw -4133329.218706 + Penalty 3390.551901 = -4129938.666806
  nChanged 236
		SP:Iteration 22Q (40535.650000 sec): 3 clusters
  Score: Raw -4133369.916927 + Penalty 3390.551901 = -4129979.365026
  nChanged 218
		SP:Iteration 23Q (40535.990000 sec): 3 clusters
  Score: Raw -4133408.159814 + Penalty 3390.551901 = -4130017.607913
  nChanged 220
		SP:Iteration 24Q (40536.330000 sec): 3 clusters
  Score: Raw -4133448.702523 + Penalty 3390.551901 = -4130058.150622
  nChanged 220
		SP:Iteration 25Q (40536.650000 sec): 3 clusters
  Score: Raw -4133491.546827 + Penalty 3390.551901 = -4130100.994927
  nChanged 233
		SP:Iteration 26Q (40536.960000 sec): 3 clusters
  Score: Raw -4133531.797794 + Penalty 3390.551901 = -4130141.245893
  nChanged 217
		SP:Iteration 27Q (40537.230000 sec): 3 clusters
  Score: Raw -4133565.735612 + Penalty 3390.551901 = -4130175.183711
  nChanged 201
		SP:Iteration 28Q (40537.530000 sec): 3 clusters
  Score: Raw -4133597.781968 + Penalty 3390.551901 = -4130207.230067
  nChanged 214
		SP:Iteration 29Q (40537.860000 sec): 3 clusters
  Score: Raw -4133634.614654 + Penalty 3390.551901 = -4130244.062753
  nChanged 209
		SP:Iteration 30Q (40538.160000 sec): 3 clusters
  Score: Raw -4133669.170953 + Penalty 3390.551901 = -4130278.619053
  nChanged 204
		SP:Iteration 31Q (40538.500000 sec): 3 clusters
  Score: Raw -4133705.192853 + Penalty 3390.551901 = -4130314.640952
  nChanged 217
		SP:Iteration 32Q (40538.830000 sec): 3 clusters
  Score: Raw -4133750.423852 + Penalty 3390.551901 = -4130359.871951
  nChanged 236
		SP:Iteration 33Q (40539.170000 sec): 3 clusters
  Score: Raw -4133801.843099 + Penalty 3390.551901 = -4130411.291199
  nChanged 241
		SP:Iteration 34Q (40539.500000 sec): 3 clusters
  Score: Raw -4133856.802944 + Penalty 3390.551901 = -4130466.251043
  nChanged 241
		SP:Iteration 35Q (40539.840000 sec): 3 clusters
  Score: Raw -4133912.539552 + Penalty 3390.551901 = -4130521.987652
  nChanged 244
		SP:Iteration 36Q (40540.150000 sec): 3 clusters
  Score: Raw -4133972.591401 + Penalty 3390.551901 = -4130582.039500
  nChanged 256
		SP:Iteration 37Q (40540.490000 sec): 3 clusters
  Score: Raw -4134045.724881 + Penalty 3390.551901 = -4130655.172981
  nChanged 291
		SP:Iteration 38Q (40540.800000 sec): 3 clusters
  Score: Raw -4134121.607694 + Penalty 3390.551901 = -4130731.055794
  nChanged 277
		SP:Iteration 39Q (40541.120000 sec): 3 clusters
  Score: Raw -4134202.025878 + Penalty 3390.551901 = -4130811.473978
  nChanged 270
		SP:Iteration 40F (40541.390000 sec): 3 clusters
  Score: Raw -4134292.670184 + Penalty 3390.551901 = -4130902.118283
  nChanged 282
		SP:Iteration 41Q (40541.730000 sec): 3 clusters
  Score: Raw -4134396.144149 + Penalty 3390.551901 = -4131005.592248
  nChanged 290
		SP:Iteration 42Q (40542.060000 sec): 3 clusters
  Score: Raw -4134495.624392 + Penalty 3390.551901 = -4131105.072491
  nChanged 264
		SP:Iteration 43Q (40542.390000 sec): 3 clusters
  Score: Raw -4134600.953306 + Penalty 3390.551901 = -4131210.401406
  nChanged 305
		SP:Iteration 44Q (40542.720000 sec): 3 clusters
  Score: Raw -4134731.355766 + Penalty 3390.551901 = -4131340.803866
  nChanged 294
		SP:Iteration 45Q (40543.090000 sec): 3 clusters
  Score: Raw -4134850.201913 + Penalty 3390.551901 = -4131459.650012
  nChanged 291
		SP:Iteration 46Q (40543.390000 sec): 3 clusters
  Score: Raw -4134961.663778 + Penalty 3390.551901 = -4131571.111878
  nChanged 261
		SP:Iteration 47Q (40543.690000 sec): 3 clusters
  Score: Raw -4135059.329414 + Penalty 3390.551901 = -4131668.777513
  nChanged 244
		SP:Iteration 48Q (40544.040000 sec): 3 clusters
  Score: Raw -4135143.052491 + Penalty 3390.551901 = -4131752.500591
  nChanged 213
		SP:Iteration 49Q (40544.390000 sec): 3 clusters
  Score: Raw -4135202.383214 + Penalty 3390.551901 = -4131811.831313
  nChanged 190
		SP:Iteration 50Q (40544.720000 sec): 3 clusters
  Score: Raw -4135257.496588 + Penalty 3390.551901 = -4131866.944687
  nChanged 166
		SP:Iteration 51Q (40545.040000 sec): 3 clusters
  Score: Raw -4135310.990576 + Penalty 3390.551901 = -4131920.438675
  nChanged 165
		SP:Iteration 52Q (40545.330000 sec): 3 clusters
  Score: Raw -4135362.847438 + Penalty 3390.551901 = -4131972.295537
  nChanged 156
		SP:Iteration 53Q (40545.630000 sec): 3 clusters
  Score: Raw -4135403.251629 + Penalty 3390.551901 = -4132012.699728
  nChanged 125
		SP:Iteration 54Q (40545.910000 sec): 3 clusters
  Score: Raw -4135434.638115 + Penalty 3390.551901 = -4132044.086214
  nChanged 119
		SP:Iteration 55Q (40546.250000 sec): 3 clusters
  Score: Raw -4135461.067890 + Penalty 3390.551901 = -4132070.515989
  nChanged 103
		SP:Iteration 56Q (40546.530000 sec): 3 clusters
  Score: Raw -4135482.119210 + Penalty 3390.551901 = -4132091.567309
  nChanged 95
		SP:Iteration 57Q (40546.890000 sec): 3 clusters
  Score: Raw -4135500.374594 + Penalty 3390.551901 = -4132109.822693
  nChanged 85
		SP:Iteration 58Q (40547.170000 sec): 3 clusters
  Score: Raw -4135516.373726 + Penalty 3390.551901 = -4132125.821825
  nChanged 69
		SP:Iteration 59Q (40547.470000 sec): 3 clusters
  Score: Raw -4135528.005636 + Penalty 3390.551901 = -4132137.453735
  nChanged 54
		SP:Iteration 60F (40547.780000 sec): 3 clusters
  Score: Raw -4135536.987929 + Penalty 3390.551901 = -4132146.436028
  nChanged 58
		SP:Iteration 61Q (40548.120000 sec): 3 clusters
  Score: Raw -4135546.934101 + Penalty 3390.551901 = -4132156.382201
  nChanged 58
		SP:Iteration 62Q (40548.450000 sec): 3 clusters
  Score: Raw -4135557.165481 + Penalty 3390.551901 = -4132166.613580
  nChanged 51
		SP:Iteration 63Q (40548.760000 sec): 3 clusters
  Score: Raw -4135565.194255 + Penalty 3390.551901 = -4132174.642354
  nChanged 39
		SP:Iteration 64Q (40549.080000 sec): 3 clusters
  Score: Raw -4135570.517980 + Penalty 3390.551901 = -4132179.966079
  nChanged 38
		SP:Iteration 65Q (40549.390000 sec): 3 clusters
  Score: Raw -4135576.482598 + Penalty 3390.551901 = -4132185.930698
  nChanged 39
		SP:Iteration 66Q (40549.690000 sec): 3 clusters
  Score: Raw -4135582.705903 + Penalty 3390.551901 = -4132192.154003
  nChanged 36
		SP:Iteration 67Q (40550.020000 sec): 3 clusters
  Score: Raw -4135587.512706 + Penalty 3390.551901 = -4132196.960805
  nChanged 29
		SP:Iteration 68Q (40550.320000 sec): 3 clusters
  Score: Raw -4135591.715195 + Penalty 3390.551901 = -4132201.163295
  nChanged 29
		SP:Iteration 69Q (40550.610000 sec): 3 clusters
  Score: Raw -4135596.176387 + Penalty 3390.551901 = -4132205.624487
  nChanged 31
		SP:Iteration 70Q (40550.910000 sec): 3 clusters
  Score: Raw -4135600.136930 + Penalty 3390.551901 = -4132209.585029
  nChanged 27
		SP:Iteration 71Q (40551.220000 sec): 3 clusters
  Score: Raw -4135603.670516 + Penalty 3390.551901 = -4132213.118615
  nChanged 18
		SP:Iteration 72Q (40551.480000 sec): 3 clusters
  Score: Raw -4135606.100775 + Penalty 3390.551901 = -4132215.548874
  nChanged 14
		SP:Iteration 73Q (40551.800000 sec): 3 clusters
  Score: Raw -4135607.698586 + Penalty 3390.551901 = -4132217.146685
  nChanged 12
		SP:Iteration 74Q (40552.130000 sec): 3 clusters
  Score: Raw -4135609.058825 + Penalty 3390.551901 = -4132218.506925
  nChanged 10
		SP:Iteration 75Q (40552.460000 sec): 3 clusters
  Score: Raw -4135610.065127 + Penalty 3390.551901 = -4132219.513227
  nChanged 6
		SP:Iteration 76Q (40552.780000 sec): 3 clusters
  Score: Raw -4135610.989184 + Penalty 3390.551901 = -4132220.437284
  nChanged 7
		SP:Iteration 77Q (40553.100000 sec): 3 clusters
  Score: Raw -4135612.040906 + Penalty 3390.551901 = -4132221.489006
  nChanged 13
		SP:Iteration 78Q (40553.340000 sec): 3 clusters
  Score: Raw -4135613.392144 + Penalty 3390.551901 = -4132222.840243
  nChanged 14
		SP:Iteration 79Q (40553.680000 sec): 3 clusters
  Score: Raw -4135614.795513 + Penalty 3390.551901 = -4132224.243612
  nChanged 10
		SP:Iteration 80F (40553.970000 sec): 3 clusters
  Score: Raw -4135615.557194 + Penalty 3390.551901 = -4132225.005294
  nChanged 9
		SP:Iteration 81Q (40554.340000 sec): 3 clusters
  Score: Raw -4135616.489810 + Penalty 3390.551901 = -4132225.937909
  nChanged 10
		SP:Iteration 82Q (40554.630000 sec): 3 clusters
  Score: Raw -4135617.741869 + Penalty 3390.551901 = -4132227.189969
  nChanged 10
		SP:Iteration 83Q (40554.970000 sec): 3 clusters
  Score: Raw -4135618.538874 + Penalty 3390.551901 = -4132227.986974
  nChanged 10
		SP:Iteration 84Q (40555.380000 sec): 3 clusters
  Score: Raw -4135619.789370 + Penalty 3390.551901 = -4132229.237470
  nChanged 10
		SP:Iteration 85Q (40555.690000 sec): 3 clusters
  Score: Raw -4135620.657270 + Penalty 3390.551901 = -4132230.105369
  nChanged 8
		SP:Iteration 86Q (40556.040000 sec): 3 clusters
  Score: Raw -4135621.638967 + Penalty 3390.551901 = -4132231.087066
  nChanged 10
		SP:Iteration 87Q (40556.370000 sec): 3 clusters
  Score: Raw -4135623.241662 + Penalty 3390.551901 = -4132232.689762
  nChanged 9
		SP:Iteration 88Q (40556.700000 sec): 3 clusters
  Score: Raw -4135624.602400 + Penalty 3390.551901 = -4132234.050500
  nChanged 5
		SP:Iteration 89Q (40557.020000 sec): 3 clusters
  Score: Raw -4135625.135457 + Penalty 3390.551901 = -4132234.583556
  nChanged 5
		SP:Iteration 90Q (40557.340000 sec): 3 clusters
  Score: Raw -4135625.666973 + Penalty 3390.551901 = -4132235.115072
  nChanged 6
		SP:Iteration 91Q (40557.660000 sec): 3 clusters
  Score: Raw -4135626.192971 + Penalty 3390.551901 = -4132235.641070
  nChanged 2
		SP:Iteration 92Q (40558.030000 sec): 3 clusters
  Score: Raw -4135626.501535 + Penalty 3390.551901 = -4132235.949634
  nChanged 1
		SP:Iteration 93Q (40558.340000 sec): 3 clusters
  Score: Raw -4135626.571203 + Penalty 3390.551901 = -4132236.019302
  nChanged 1
		SP:Iteration 94Q (40558.680000 sec): 3 clusters
  Score: Raw -4135626.639959 + Penalty 3390.551901 = -4132236.088058
  nChanged 1
		SP:Iteration 95Q (40559.070000 sec): 3 clusters
  Score: Raw -4135626.830356 + Penalty 3390.551901 = -4132236.278456
  nChanged 4
		SP:Iteration 96Q (40559.360000 sec): 3 clusters
  Score: Raw -4135627.316132 + Penalty 3390.551901 = -4132236.764231
  nChanged 5
		SP:Iteration 97Q (40559.690000 sec): 3 clusters
  Score: Raw -4135627.690037 + Penalty 3390.551901 = -4132237.138137
  nChanged 2
		SP:Iteration 98Q (40560.040000 sec): 3 clusters
  Score: Raw -4135627.947566 + Penalty 3390.551901 = -4132237.395666
  nChanged 1
		SP:Iteration 99Q (40560.370000 sec): 3 clusters
  Score: Raw -4135628.003600 + Penalty 3390.551901 = -4132237.451700
  nChanged 1
		SP:Iteration 100F (40560.670000 sec): 3 clusters
  Score: Raw -4135628.109819 + Penalty 3390.551901 = -4132237.557918
  nChanged 3
		SP:Iteration 101Q (40561.060000 sec): 3 clusters
  Score: Raw -4135628.283153 + Penalty 3390.551901 = -4132237.731252
  nChanged 0
		SP:Iteration 102F (40561.380000 sec): 3 clusters
  Score: Raw -4135628.283153 + Penalty 3390.551901 = -4132237.731252
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40561.600000 sec): 2 clusters
  Score: Raw -3673352.166591 + Penalty 1675.356403 = -3671676.810188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40561.960000 sec): 3 clusters
  Score: Raw -3654837.260130 + Penalty 3350.712807 = -3651486.547324
  nChanged 13772
		SP:Iteration 1F (40562.300000 sec): 3 clusters
  Score: Raw -3662691.147858 + Penalty 3350.712807 = -3659340.435052
  nChanged 1423
		SP:Iteration 2Q (40562.610000 sec): 3 clusters
  Score: Raw -3663194.187331 + Penalty 3350.712807 = -3659843.474524
  nChanged 1417
		SP:Iteration 3Q (40562.950000 sec): 3 clusters
  Score: Raw -3663715.955892 + Penalty 3350.712807 = -3660365.243086
  nChanged 1485
		SP:Iteration 4Q (40563.330000 sec): 3 clusters
  Score: Raw -3664402.913120 + Penalty 3350.712807 = -3661052.200314
  nChanged 1676
		SP:Iteration 5F (40563.670000 sec): 3 clusters
  Score: Raw -3665325.000030 + Penalty 3350.712807 = -3661974.287223
  nChanged 1810
		SP:Iteration 6F (40563.990000 sec): 3 clusters
  Score: Raw -3666372.314112 + Penalty 3350.712807 = -3663021.601305
  nChanged 1745
		SP:Iteration 7F (40564.330000 sec): 3 clusters
  Score: Raw -3667377.373094 + Penalty 3350.712807 = -3664026.660287
  nChanged 1626
		SP:Iteration 8F (40564.670000 sec): 3 clusters
  Score: Raw -3668238.252290 + Penalty 3350.712807 = -3664887.539483
  nChanged 1402
		SP:Iteration 9Q (40565.000000 sec): 3 clusters
  Score: Raw -3668933.408652 + Penalty 3350.712807 = -3665582.695845
  nChanged 1183
		SP:Iteration 10Q (40565.320000 sec): 3 clusters
  Score: Raw -3669505.332255 + Penalty 3350.712807 = -3666154.619449
  nChanged 1046
		SP:Iteration 11Q (40565.610000 sec): 3 clusters
  Score: Raw -3670029.441464 + Penalty 3350.712807 = -3666678.728657
  nChanged 933
		SP:Iteration 12Q (40565.960000 sec): 3 clusters
  Score: Raw -3670515.691874 + Penalty 3350.712807 = -3667164.979067
  nChanged 853
		SP:Iteration 13Q (40566.280000 sec): 3 clusters
  Score: Raw -3670980.459069 + Penalty 3350.712807 = -3667629.746262
  nChanged 811
		SP:Iteration 14Q (40566.590000 sec): 3 clusters
  Score: Raw -3671450.085980 + Penalty 3350.712807 = -3668099.373174
  nChanged 714
		SP:Iteration 15Q (40566.900000 sec): 3 clusters
  Score: Raw -3671859.944975 + Penalty 3350.712807 = -3668509.232168
  nChanged 630
		SP:Iteration 16Q (40567.210000 sec): 3 clusters
  Score: Raw -3672220.321913 + Penalty 3350.712807 = -3668869.609106
  nChanged 529
		SP:Iteration 17Q (40567.570000 sec): 3 clusters
  Score: Raw -3672508.608488 + Penalty 3350.712807 = -3669157.895681
  nChanged 431
		SP:Iteration 18Q (40567.870000 sec): 3 clusters
  Score: Raw -3672733.734263 + Penalty 3350.712807 = -3669383.021457
  nChanged 374
		SP:Iteration 19Q (40568.190000 sec): 3 clusters
  Score: Raw -3672929.695834 + Penalty 3350.712807 = -3669578.983028
  nChanged 327
		SP:Iteration 20F (40568.560000 sec): 3 clusters
  Score: Raw -3673080.392324 + Penalty 3350.712807 = -3669729.679518
  nChanged 254
		SP:Iteration 21Q (40568.880000 sec): 3 clusters
  Score: Raw -3673195.034956 + Penalty 3350.712807 = -3669844.322149
  nChanged 214
		SP:Iteration 22Q (40569.230000 sec): 3 clusters
  Score: Raw -3673282.661578 + Penalty 3350.712807 = -3669931.948772
  nChanged 185
		SP:Iteration 23Q (40569.530000 sec): 3 clusters
  Score: Raw -3673355.100443 + Penalty 3350.712807 = -3670004.387636
  nChanged 148
		SP:Iteration 24Q (40569.880000 sec): 3 clusters
  Score: Raw -3673410.350819 + Penalty 3350.712807 = -3670059.638013
  nChanged 123
		SP:Iteration 25Q (40570.200000 sec): 3 clusters
  Score: Raw -3673451.388190 + Penalty 3350.712807 = -3670100.675384
  nChanged 101
		SP:Iteration 26Q (40570.500000 sec): 3 clusters
  Score: Raw -3673489.563214 + Penalty 3350.712807 = -3670138.850407
  nChanged 90
		SP:Iteration 27Q (40570.790000 sec): 3 clusters
  Score: Raw -3673519.603764 + Penalty 3350.712807 = -3670168.890958
  nChanged 72
		SP:Iteration 28Q (40571.150000 sec): 3 clusters
  Score: Raw -3673543.100156 + Penalty 3350.712807 = -3670192.387349
  nChanged 60
		SP:Iteration 29Q (40571.440000 sec): 3 clusters
  Score: Raw -3673559.833108 + Penalty 3350.712807 = -3670209.120301
  nChanged 50
		SP:Iteration 30Q (40571.740000 sec): 3 clusters
  Score: Raw -3673573.617180 + Penalty 3350.712807 = -3670222.904373
  nChanged 44
		SP:Iteration 31Q (40572.070000 sec): 3 clusters
  Score: Raw -3673587.679331 + Penalty 3350.712807 = -3670236.966524
  nChanged 43
		SP:Iteration 32Q (40572.350000 sec): 3 clusters
  Score: Raw -3673600.650643 + Penalty 3350.712807 = -3670249.937837
  nChanged 41
		SP:Iteration 33Q (40572.620000 sec): 3 clusters
  Score: Raw -3673612.335777 + Penalty 3350.712807 = -3670261.622971
  nChanged 45
		SP:Iteration 34Q (40572.970000 sec): 3 clusters
  Score: Raw -3673625.541294 + Penalty 3350.712807 = -3670274.828488
  nChanged 34
		SP:Iteration 35Q (40573.250000 sec): 3 clusters
  Score: Raw -3673634.287524 + Penalty 3350.712807 = -3670283.574718
  nChanged 35
		SP:Iteration 36Q (40573.510000 sec): 3 clusters
  Score: Raw -3673642.844502 + Penalty 3350.712807 = -3670292.131695
  nChanged 24
		SP:Iteration 37Q (40573.860000 sec): 3 clusters
  Score: Raw -3673648.905149 + Penalty 3350.712807 = -3670298.192342
  nChanged 19
		SP:Iteration 38Q (40574.170000 sec): 3 clusters
  Score: Raw -3673653.100605 + Penalty 3350.712807 = -3670302.387798
  nChanged 22
		SP:Iteration 39Q (40574.470000 sec): 3 clusters
  Score: Raw -3673659.774808 + Penalty 3350.712807 = -3670309.062002
  nChanged 22
		SP:Iteration 40F (40574.810000 sec): 3 clusters
  Score: Raw -3673665.001255 + Penalty 3350.712807 = -3670314.288449
  nChanged 16
		SP:Iteration 41Q (40575.190000 sec): 3 clusters
  Score: Raw -3673669.515884 + Penalty 3350.712807 = -3670318.803078
  nChanged 15
		SP:Iteration 42Q (40575.470000 sec): 3 clusters
  Score: Raw -3673673.875340 + Penalty 3350.712807 = -3670323.162533
  nChanged 23
		SP:Iteration 43Q (40575.770000 sec): 3 clusters
  Score: Raw -3673680.230468 + Penalty 3350.712807 = -3670329.517661
  nChanged 12
		SP:Iteration 44Q (40576.110000 sec): 3 clusters
  Score: Raw -3673682.704299 + Penalty 3350.712807 = -3670331.991493
  nChanged 8
		SP:Iteration 45Q (40576.420000 sec): 3 clusters
  Score: Raw -3673684.054947 + Penalty 3350.712807 = -3670333.342140
  nChanged 7
		SP:Iteration 46Q (40576.700000 sec): 3 clusters
  Score: Raw -3673684.938830 + Penalty 3350.712807 = -3670334.226023
  nChanged 6
		SP:Iteration 47Q (40576.980000 sec): 3 clusters
  Score: Raw -3673685.858554 + Penalty 3350.712807 = -3670335.145747
  nChanged 6
		SP:Iteration 48Q (40577.340000 sec): 3 clusters
  Score: Raw -3673686.712660 + Penalty 3350.712807 = -3670335.999854
  nChanged 6
		SP:Iteration 49Q (40577.580000 sec): 3 clusters
  Score: Raw -3673687.895073 + Penalty 3350.712807 = -3670337.182266
  nChanged 6
		SP:Iteration 50Q (40577.940000 sec): 3 clusters
  Score: Raw -3673688.862656 + Penalty 3350.712807 = -3670338.149849
  nChanged 1
		SP:Iteration 51Q (40578.290000 sec): 3 clusters
  Score: Raw -3673689.197381 + Penalty 3350.712807 = -3670338.484574
  nChanged 1
		SP:Iteration 52Q (40578.640000 sec): 3 clusters
  Score: Raw -3673689.312433 + Penalty 3350.712807 = -3670338.599627
  nChanged 2
		SP:Iteration 53Q (40578.920000 sec): 3 clusters
  Score: Raw -3673689.865693 + Penalty 3350.712807 = -3670339.152886
  nChanged 3
		SP:Iteration 54Q (40579.260000 sec): 3 clusters
  Score: Raw -3673690.662082 + Penalty 3350.712807 = -3670339.949276
  nChanged 1
		SP:Iteration 55Q (40579.560000 sec): 3 clusters
  Score: Raw -3673690.825830 + Penalty 3350.712807 = -3670340.113024
  nChanged 2
		SP:Iteration 56Q (40579.860000 sec): 3 clusters
  Score: Raw -3673691.290381 + Penalty 3350.712807 = -3670340.577574
  nChanged 0
		SP:Iteration 57F (40580.210000 sec): 3 clusters
  Score: Raw -3673691.290381 + Penalty 3350.712807 = -3670340.577574
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40580.340000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40580.490000 sec): 3 clusters
  Score: Raw -9230.545697 + Penalty 1530.597315 = -7699.948382
  nChanged 7
		SP:Iteration 1F (40580.690000 sec): 3 clusters
  Score: Raw -9273.206065 + Penalty 1530.597315 = -7742.608750
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40580.790000 sec): 2 clusters
  Score: Raw -529661.623507 + Penalty 1367.535542 = -528294.087964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40581.000000 sec): 3 clusters
  Score: Raw -527358.255607 + Penalty 2735.071084 = -524623.184523
  nChanged 1796
		SP:Iteration 1F (40581.220000 sec): 3 clusters
  Score: Raw -528340.307349 + Penalty 2735.071084 = -525605.236265
  nChanged 291
		SP:Iteration 2F (40581.450000 sec): 3 clusters
  Score: Raw -528504.195233 + Penalty 2735.071084 = -525769.124149
  nChanged 222
		SP:Iteration 3Q (40581.630000 sec): 3 clusters
  Score: Raw -528618.268784 + Penalty 2735.071084 = -525883.197700
  nChanged 174
		SP:Iteration 4Q (40581.840000 sec): 3 clusters
  Score: Raw -528693.215863 + Penalty 2735.071084 = -525958.144779
  nChanged 126
		SP:Iteration 5Q (40582.030000 sec): 3 clusters
  Score: Raw -528742.130674 + Penalty 2735.071084 = -526007.059590
  nChanged 88
		SP:Iteration 6Q (40582.220000 sec): 3 clusters
  Score: Raw -528779.659316 + Penalty 2735.071084 = -526044.588231
  nChanged 69
		SP:Iteration 7Q (40582.400000 sec): 3 clusters
  Score: Raw -528799.163508 + Penalty 2735.071084 = -526064.092424
  nChanged 48
		SP:Iteration 8Q (40582.630000 sec): 3 clusters
  Score: Raw -528818.078996 + Penalty 2735.071084 = -526083.007912
  nChanged 56
		SP:Iteration 9Q (40582.870000 sec): 3 clusters
  Score: Raw -528834.854950 + Penalty 2735.071084 = -526099.783866
  nChanged 43
		SP:Iteration 10Q (40583.090000 sec): 3 clusters
  Score: Raw -528850.465665 + Penalty 2735.071084 = -526115.394581
  nChanged 53
		SP:Iteration 11Q (40583.320000 sec): 3 clusters
  Score: Raw -528874.044224 + Penalty 2735.071084 = -526138.973140
  nChanged 58
		SP:Iteration 12Q (40583.520000 sec): 3 clusters
  Score: Raw -528896.339009 + Penalty 2735.071084 = -526161.267925
  nChanged 42
		SP:Iteration 13Q (40583.740000 sec): 3 clusters
  Score: Raw -528913.166056 + Penalty 2735.071084 = -526178.094972
  nChanged 44
		SP:Iteration 14Q (40583.930000 sec): 3 clusters
  Score: Raw -528929.887037 + Penalty 2735.071084 = -526194.815953
  nChanged 50
		SP:Iteration 15Q (40584.180000 sec): 3 clusters
  Score: Raw -528942.259130 + Penalty 2735.071084 = -526207.188046
  nChanged 38
		SP:Iteration 16Q (40584.390000 sec): 3 clusters
  Score: Raw -528952.641260 + Penalty 2735.071084 = -526217.570176
  nChanged 22
		SP:Iteration 17Q (40584.580000 sec): 3 clusters
  Score: Raw -528958.623199 + Penalty 2735.071084 = -526223.552115
  nChanged 21
		SP:Iteration 18Q (40584.800000 sec): 3 clusters
  Score: Raw -528964.120277 + Penalty 2735.071084 = -526229.049193
  nChanged 18
		SP:Iteration 19Q (40584.990000 sec): 3 clusters
  Score: Raw -528968.854582 + Penalty 2735.071084 = -526233.783498
  nChanged 14
		SP:Iteration 20F (40585.220000 sec): 3 clusters
  Score: Raw -528972.989005 + Penalty 2735.071084 = -526237.917921
  nChanged 18
		SP:Iteration 21Q (40585.450000 sec): 3 clusters
  Score: Raw -528976.114413 + Penalty 2735.071084 = -526241.043329
  nChanged 12
		SP:Iteration 22Q (40585.640000 sec): 3 clusters
  Score: Raw -528979.109079 + Penalty 2735.071084 = -526244.037995
  nChanged 15
		SP:Iteration 23Q (40585.810000 sec): 3 clusters
  Score: Raw -528982.908175 + Penalty 2735.071084 = -526247.837091
  nChanged 17
		SP:Iteration 24Q (40586.050000 sec): 3 clusters
  Score: Raw -528986.693505 + Penalty 2735.071084 = -526251.622421
  nChanged 15
		SP:Iteration 25Q (40586.240000 sec): 3 clusters
  Score: Raw -528989.821150 + Penalty 2735.071084 = -526254.750066
  nChanged 16
		SP:Iteration 26Q (40586.480000 sec): 3 clusters
  Score: Raw -528993.120117 + Penalty 2735.071084 = -526258.049033
  nChanged 11
		SP:Iteration 27Q (40586.660000 sec): 3 clusters
  Score: Raw -528995.429552 + Penalty 2735.071084 = -526260.358467
  nChanged 11
		SP:Iteration 28Q (40586.860000 sec): 3 clusters
  Score: Raw -528998.381014 + Penalty 2735.071084 = -526263.309930
  nChanged 10
		SP:Iteration 29Q (40587.040000 sec): 3 clusters
  Score: Raw -529002.060165 + Penalty 2735.071084 = -526266.989080
  nChanged 15
		SP:Iteration 30Q (40587.240000 sec): 3 clusters
  Score: Raw -529007.060050 + Penalty 2735.071084 = -526271.988965
  nChanged 24
		SP:Iteration 31Q (40587.400000 sec): 3 clusters
  Score: Raw -529013.692829 + Penalty 2735.071084 = -526278.621745
  nChanged 22
		SP:Iteration 32Q (40587.620000 sec): 3 clusters
  Score: Raw -529020.259944 + Penalty 2735.071084 = -526285.188860
  nChanged 28
		SP:Iteration 33Q (40587.810000 sec): 3 clusters
  Score: Raw -529028.861092 + Penalty 2735.071084 = -526293.790008
  nChanged 33
		SP:Iteration 34Q (40588.030000 sec): 3 clusters
  Score: Raw -529039.535360 + Penalty 2735.071084 = -526304.464276
  nChanged 37
		SP:Iteration 35Q (40588.220000 sec): 3 clusters
  Score: Raw -529052.239272 + Penalty 2735.071084 = -526317.168188
  nChanged 39
		SP:Iteration 36Q (40588.420000 sec): 3 clusters
  Score: Raw -529068.866164 + Penalty 2735.071084 = -526333.795080
  nChanged 46
		SP:Iteration 37Q (40588.650000 sec): 3 clusters
  Score: Raw -529086.030047 + Penalty 2735.071084 = -526350.958963
  nChanged 54
		SP:Iteration 38Q (40588.860000 sec): 3 clusters
  Score: Raw -529105.051758 + Penalty 2735.071084 = -526369.980674
  nChanged 51
		SP:Iteration 39Q (40589.080000 sec): 3 clusters
  Score: Raw -529126.414721 + Penalty 2735.071084 = -526391.343637
  nChanged 61
		SP:Iteration 40F (40589.300000 sec): 3 clusters
  Score: Raw -529154.421004 + Penalty 2735.071084 = -526419.349919
  nChanged 65
		SP:Iteration 41Q (40589.490000 sec): 3 clusters
  Score: Raw -529182.854072 + Penalty 2735.071084 = -526447.782987
  nChanged 75
		SP:Iteration 42Q (40589.670000 sec): 3 clusters
  Score: Raw -529218.497449 + Penalty 2735.071084 = -526483.426365
  nChanged 75
		SP:Iteration 43Q (40589.850000 sec): 3 clusters
  Score: Raw -529256.571903 + Penalty 2735.071084 = -526521.500819
  nChanged 73
		SP:Iteration 44Q (40590.080000 sec): 3 clusters
  Score: Raw -529295.027159 + Penalty 2735.071084 = -526559.956075
  nChanged 87
		SP:Iteration 45Q (40590.280000 sec): 3 clusters
  Score: Raw -529340.056141 + Penalty 2735.071084 = -526604.985057
  nChanged 70
		SP:Iteration 46Q (40590.550000 sec): 3 clusters
  Score: Raw -529374.049645 + Penalty 2735.071084 = -526638.978561
  nChanged 70
		SP:Iteration 47Q (40590.700000 sec): 3 clusters
  Score: Raw -529409.130582 + Penalty 2735.071084 = -526674.059497
  nChanged 59
		SP:Iteration 48Q (40590.910000 sec): 3 clusters
  Score: Raw -529434.462104 + Penalty 2735.071084 = -526699.391020
  nChanged 55
		SP:Iteration 49Q (40591.130000 sec): 3 clusters
  Score: Raw -529462.564094 + Penalty 2735.071084 = -526727.493010
  nChanged 58
		SP:Iteration 50Q (40591.300000 sec): 3 clusters
  Score: Raw -529487.920459 + Penalty 2735.071084 = -526752.849375
  nChanged 55
		SP:Iteration 51Q (40591.470000 sec): 3 clusters
  Score: Raw -529515.190954 + Penalty 2735.071084 = -526780.119870
  nChanged 51
		SP:Iteration 52Q (40591.680000 sec): 3 clusters
  Score: Raw -529540.510910 + Penalty 2735.071084 = -526805.439826
  nChanged 57
		SP:Iteration 53Q (40591.870000 sec): 3 clusters
  Score: Raw -529577.161536 + Penalty 2735.071084 = -526842.090452
  nChanged 59
		SP:Iteration 54Q (40592.080000 sec): 3 clusters
  Score: Raw -529612.869000 + Penalty 2735.071084 = -526877.797916
  nChanged 54
		SP:Iteration 55Q (40592.260000 sec): 3 clusters
  Score: Raw -529643.116017 + Penalty 2735.071084 = -526908.044933
  nChanged 45
		SP:Iteration 56Q (40592.500000 sec): 3 clusters
  Score: Raw -529667.355541 + Penalty 2735.071084 = -526932.284457
  nChanged 31
		SP:Iteration 57Q (40592.700000 sec): 3 clusters
  Score: Raw -529686.611654 + Penalty 2735.071084 = -526951.540570
  nChanged 27
		SP:Iteration 58Q (40592.880000 sec): 3 clusters
  Score: Raw -529701.954639 + Penalty 2735.071084 = -526966.883555
  nChanged 21
		SP:Iteration 59Q (40593.090000 sec): 3 clusters
  Score: Raw -529711.204118 + Penalty 2735.071084 = -526976.133034
  nChanged 12
		SP:Iteration 60F (40593.280000 sec): 3 clusters
  Score: Raw -529714.735266 + Penalty 2735.071084 = -526979.664182
  nChanged 6
		SP:Iteration 61Q (40593.510000 sec): 3 clusters
  Score: Raw -529716.813965 + Penalty 2735.071084 = -526981.742881
  nChanged 11
		SP:Iteration 62Q (40593.670000 sec): 3 clusters
  Score: Raw -529721.569187 + Penalty 2735.071084 = -526986.498103
  nChanged 11
		SP:Iteration 63Q (40593.880000 sec): 3 clusters
  Score: Raw -529726.889838 + Penalty 2735.071084 = -526991.818754
  nChanged 12
		SP:Iteration 64Q (40594.100000 sec): 3 clusters
  Score: Raw -529732.140817 + Penalty 2735.071084 = -526997.069733
  nChanged 9
		SP:Iteration 65Q (40594.290000 sec): 3 clusters
  Score: Raw -529735.544206 + Penalty 2735.071084 = -527000.473122
  nChanged 5
		SP:Iteration 66Q (40594.460000 sec): 3 clusters
  Score: Raw -529738.324727 + Penalty 2735.071084 = -527003.253643
  nChanged 17
		SP:Iteration 67Q (40594.690000 sec): 3 clusters
  Score: Raw -529748.002519 + Penalty 2735.071084 = -527012.931435
  nChanged 16
		SP:Iteration 68Q (40594.860000 sec): 3 clusters
  Score: Raw -529754.551580 + Penalty 2735.071084 = -527019.480496
  nChanged 6
		SP:Iteration 69Q (40595.010000 sec): 3 clusters
  Score: Raw -529756.214896 + Penalty 2735.071084 = -527021.143812
  nChanged 4
		SP:Iteration 70Q (40595.250000 sec): 3 clusters
  Score: Raw -529757.792292 + Penalty 2735.071084 = -527022.721208
  nChanged 2
		SP:Iteration 71Q (40595.420000 sec): 3 clusters
  Score: Raw -529758.723741 + Penalty 2735.071084 = -527023.652656
  nChanged 7
		SP:Iteration 72Q (40595.600000 sec): 3 clusters
  Score: Raw -529761.042317 + Penalty 2735.071084 = -527025.971233
  nChanged 7
		SP:Iteration 73Q (40595.770000 sec): 3 clusters
  Score: Raw -529763.169919 + Penalty 2735.071084 = -527028.098835
  nChanged 7
		SP:Iteration 74Q (40595.960000 sec): 3 clusters
  Score: Raw -529766.297915 + Penalty 2735.071084 = -527031.226831
  nChanged 5
		SP:Iteration 75Q (40596.170000 sec): 3 clusters
  Score: Raw -529768.072646 + Penalty 2735.071084 = -527033.001562
  nChanged 8
		SP:Iteration 76Q (40596.340000 sec): 3 clusters
  Score: Raw -529772.204986 + Penalty 2735.071084 = -527037.133901
  nChanged 9
		SP:Iteration 77Q (40596.500000 sec): 3 clusters
  Score: Raw -529778.307925 + Penalty 2735.071084 = -527043.236841
  nChanged 5
		SP:Iteration 78Q (40596.780000 sec): 3 clusters
  Score: Raw -529781.332133 + Penalty 2735.071084 = -527046.261049
  nChanged 7
		SP:Iteration 79Q (40596.960000 sec): 3 clusters
  Score: Raw -529784.883782 + Penalty 2735.071084 = -527049.812698
  nChanged 6
		SP:Iteration 80F (40597.150000 sec): 3 clusters
  Score: Raw -529787.327493 + Penalty 2735.071084 = -527052.256409
  nChanged 3
		SP:Iteration 81Q (40597.320000 sec): 3 clusters
  Score: Raw -529789.329834 + Penalty 2735.071084 = -527054.258750
  nChanged 3
		SP:Iteration 82Q (40597.530000 sec): 3 clusters
  Score: Raw -529790.450552 + Penalty 2735.071084 = -527055.379468
  nChanged 4
		SP:Iteration 83Q (40597.700000 sec): 3 clusters
  Score: Raw -529792.898307 + Penalty 2735.071084 = -527057.827223
  nChanged 4
		SP:Iteration 84Q (40597.920000 sec): 3 clusters
  Score: Raw -529794.971721 + Penalty 2735.071084 = -527059.900637
  nChanged 6
		SP:Iteration 85Q (40598.090000 sec): 3 clusters
  Score: Raw -529796.893368 + Penalty 2735.071084 = -527061.822284
  nChanged 6
		SP:Iteration 86Q (40598.290000 sec): 3 clusters
  Score: Raw -529798.317305 + Penalty 2735.071084 = -527063.246221
  nChanged 4
		SP:Iteration 87Q (40598.460000 sec): 3 clusters
  Score: Raw -529799.679332 + Penalty 2735.071084 = -527064.608248
  nChanged 2
		SP:Iteration 88Q (40598.670000 sec): 3 clusters
  Score: Raw -529800.010896 + Penalty 2735.071084 = -527064.939812
  nChanged 2
		SP:Iteration 89Q (40598.910000 sec): 3 clusters
  Score: Raw -529801.086346 + Penalty 2735.071084 = -527066.015262
  nChanged 2
		SP:Iteration 90Q (40599.070000 sec): 3 clusters
  Score: Raw -529801.929148 + Penalty 2735.071084 = -527066.858064
  nChanged 4
		SP:Iteration 91Q (40599.250000 sec): 3 clusters
  Score: Raw -529803.898334 + Penalty 2735.071084 = -527068.827250
  nChanged 0
		SP:Iteration 92F (40599.430000 sec): 3 clusters
  Score: Raw -529803.898334 + Penalty 2735.071084 = -527068.827250
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40599.910000 sec): 2 clusters
  Score: Raw -9304318.456104 + Penalty 1827.498312 = -9302490.957792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40600.480000 sec): 3 clusters
  Score: Raw -9255199.165137 + Penalty 3654.996623 = -9251544.168513
  nChanged 36316
		SP:Iteration 1F (40600.970000 sec): 3 clusters
  Score: Raw -9276402.717509 + Penalty 3654.996623 = -9272747.720885
  nChanged 3757
		SP:Iteration 2Q (40601.540000 sec): 3 clusters
  Score: Raw -9277941.523818 + Penalty 3654.996623 = -9274286.527195
  nChanged 4650
		SP:Iteration 3F (40601.980000 sec): 3 clusters
  Score: Raw -9280479.160846 + Penalty 3654.996623 = -9276824.164223
  nChanged 5577
		SP:Iteration 4F (40602.510000 sec): 3 clusters
  Score: Raw -9284226.301085 + Penalty 3654.996623 = -9280571.304461
  nChanged 6066
		SP:Iteration 5F (40603.000000 sec): 3 clusters
  Score: Raw -9288963.706586 + Penalty 3654.996623 = -9285308.709963
  nChanged 5667
		SP:Iteration 6F (40603.500000 sec): 3 clusters
  Score: Raw -9293634.259050 + Penalty 3654.996623 = -9289979.262426
  nChanged 4334
		SP:Iteration 7F (40604.040000 sec): 3 clusters
  Score: Raw -9297423.552778 + Penalty 3654.996623 = -9293768.556155
  nChanged 3061
		SP:Iteration 8Q (40604.590000 sec): 3 clusters
  Score: Raw -9300172.760219 + Penalty 3654.996623 = -9296517.763596
  nChanged 1936
		SP:Iteration 9Q (40605.130000 sec): 3 clusters
  Score: Raw -9301814.271930 + Penalty 3654.996623 = -9298159.275306
  nChanged 1193
		SP:Iteration 10Q (40605.640000 sec): 3 clusters
  Score: Raw -9302708.805964 + Penalty 3654.996623 = -9299053.809340
  nChanged 844
		SP:Iteration 11Q (40606.120000 sec): 3 clusters
  Score: Raw -9303230.639830 + Penalty 3654.996623 = -9299575.643207
  nChanged 593
		SP:Iteration 12Q (40606.620000 sec): 3 clusters
  Score: Raw -9303574.040039 + Penalty 3654.996623 = -9299919.043416
  nChanged 458
		SP:Iteration 13Q (40607.080000 sec): 3 clusters
  Score: Raw -9303831.986611 + Penalty 3654.996623 = -9300176.989988
  nChanged 375
		SP:Iteration 14Q (40607.570000 sec): 3 clusters
  Score: Raw -9304055.497087 + Penalty 3654.996623 = -9300400.500464
  nChanged 271
		SP:Iteration 15Q (40608.040000 sec): 3 clusters
  Score: Raw -9304217.823028 + Penalty 3654.996623 = -9300562.826405
  nChanged 188
		SP:Iteration 16Q (40608.480000 sec): 3 clusters
  Score: Raw -9304320.004991 + Penalty 3654.996623 = -9300665.008367
  nChanged 145
		SP:Iteration 17Q (40608.860000 sec): 3 clusters
  Score: Raw -9304399.852515 + Penalty 3654.996623 = -9300744.855892
  nChanged 125
		SP:Iteration 18Q (40609.240000 sec): 3 clusters
  Score: Raw -9304473.327033 + Penalty 3654.996623 = -9300818.330410
  nChanged 82
		SP:Iteration 19Q (40609.630000 sec): 3 clusters
  Score: Raw -9304517.352692 + Penalty 3654.996623 = -9300862.356069
  nChanged 59
		SP:Iteration 20F (40610.200000 sec): 3 clusters
  Score: Raw -9304548.263827 + Penalty 3654.996623 = -9300893.267204
  nChanged 55
		SP:Iteration 21Q (40610.640000 sec): 3 clusters
  Score: Raw -9304575.555554 + Penalty 3654.996623 = -9300920.558931
  nChanged 48
		SP:Iteration 22Q (40611.060000 sec): 3 clusters
  Score: Raw -9304604.055583 + Penalty 3654.996623 = -9300949.058960
  nChanged 44
		SP:Iteration 23Q (40611.560000 sec): 3 clusters
  Score: Raw -9304628.627282 + Penalty 3654.996623 = -9300973.630659
  nChanged 36
		SP:Iteration 24Q (40612.020000 sec): 3 clusters
  Score: Raw -9304646.258819 + Penalty 3654.996623 = -9300991.262196
  nChanged 27
		SP:Iteration 25Q (40612.450000 sec): 3 clusters
  Score: Raw -9304657.059873 + Penalty 3654.996623 = -9301002.063250
  nChanged 19
		SP:Iteration 26Q (40612.910000 sec): 3 clusters
  Score: Raw -9304664.124199 + Penalty 3654.996623 = -9301009.127576
  nChanged 13
		SP:Iteration 27Q (40613.360000 sec): 3 clusters
  Score: Raw -9304670.021581 + Penalty 3654.996623 = -9301015.024958
  nChanged 13
		SP:Iteration 28Q (40613.800000 sec): 3 clusters
  Score: Raw -9304674.897238 + Penalty 3654.996623 = -9301019.900614
  nChanged 10
		SP:Iteration 29Q (40614.210000 sec): 3 clusters
  Score: Raw -9304680.187426 + Penalty 3654.996623 = -9301025.190802
  nChanged 16
		SP:Iteration 30Q (40614.670000 sec): 3 clusters
  Score: Raw -9304687.107748 + Penalty 3654.996623 = -9301032.111125
  nChanged 15
		SP:Iteration 31Q (40615.010000 sec): 3 clusters
  Score: Raw -9304692.789694 + Penalty 3654.996623 = -9301037.793070
  nChanged 18
		SP:Iteration 32Q (40615.480000 sec): 3 clusters
  Score: Raw -9304700.965924 + Penalty 3654.996623 = -9301045.969301
  nChanged 15
		SP:Iteration 33Q (40615.920000 sec): 3 clusters
  Score: Raw -9304707.378456 + Penalty 3654.996623 = -9301052.381833
  nChanged 12
		SP:Iteration 34Q (40616.370000 sec): 3 clusters
  Score: Raw -9304710.976528 + Penalty 3654.996623 = -9301055.979904
  nChanged 9
		SP:Iteration 35Q (40616.880000 sec): 3 clusters
  Score: Raw -9304714.014494 + Penalty 3654.996623 = -9301059.017871
  nChanged 11
		SP:Iteration 36Q (40617.300000 sec): 3 clusters
  Score: Raw -9304718.725820 + Penalty 3654.996623 = -9301063.729197
  nChanged 15
		SP:Iteration 37Q (40617.760000 sec): 3 clusters
  Score: Raw -9304724.060230 + Penalty 3654.996623 = -9301069.063606
  nChanged 10
		SP:Iteration 38Q (40618.180000 sec): 3 clusters
  Score: Raw -9304726.640254 + Penalty 3654.996623 = -9301071.643631
  nChanged 6
		SP:Iteration 39Q (40618.700000 sec): 3 clusters
  Score: Raw -9304727.901963 + Penalty 3654.996623 = -9301072.905339
  nChanged 4
		SP:Iteration 40F (40619.210000 sec): 3 clusters
  Score: Raw -9304728.831402 + Penalty 3654.996623 = -9301073.834778
  nChanged 2
		SP:Iteration 41Q (40619.700000 sec): 3 clusters
  Score: Raw -9304729.321870 + Penalty 3654.996623 = -9301074.325246
  nChanged 1
		SP:Iteration 42Q (40620.230000 sec): 3 clusters
  Score: Raw -9304729.395197 + Penalty 3654.996623 = -9301074.398574
  nChanged 0
		SP:Iteration 43F (40620.850000 sec): 3 clusters
  Score: Raw -9304729.395197 + Penalty 3654.996623 = -9301074.398574
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (17822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40621.020000 sec): 2 clusters
  Score: Raw -2064286.107141 + Penalty 1590.580701 = -2062695.526440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40621.270000 sec): 3 clusters
  Score: Raw -2053497.723487 + Penalty 3181.161402 = -2050316.562085
  nChanged 8101
		SP:Iteration 1F (40621.480000 sec): 3 clusters
  Score: Raw -2057892.384131 + Penalty 3181.161402 = -2054711.222729
  nChanged 906
		SP:Iteration 2F (40621.800000 sec): 3 clusters
  Score: Raw -2058199.907178 + Penalty 3181.161402 = -2055018.745776
  nChanged 777
		SP:Iteration 3Q (40622.030000 sec): 3 clusters
  Score: Raw -2058477.662906 + Penalty 3181.161402 = -2055296.501505
  nChanged 724
		SP:Iteration 4Q (40622.310000 sec): 3 clusters
  Score: Raw -2058782.730575 + Penalty 3181.161402 = -2055601.569173
  nChanged 780
		SP:Iteration 5Q (40622.570000 sec): 3 clusters
  Score: Raw -2059132.245181 + Penalty 3181.161402 = -2055951.083779
  nChanged 807
		SP:Iteration 6Q (40622.840000 sec): 3 clusters
  Score: Raw -2059551.608029 + Penalty 3181.161402 = -2056370.446627
  nChanged 889
		SP:Iteration 7Q (40623.110000 sec): 3 clusters
  Score: Raw -2060105.187891 + Penalty 3181.161402 = -2056924.026489
  nChanged 1007
		SP:Iteration 8F (40623.390000 sec): 3 clusters
  Score: Raw -2060809.761799 + Penalty 3181.161402 = -2057628.600397
  nChanged 1029
		SP:Iteration 9F (40623.710000 sec): 3 clusters
  Score: Raw -2061543.414748 + Penalty 3181.161402 = -2058362.253346
  nChanged 1009
		SP:Iteration 10F (40623.930000 sec): 3 clusters
  Score: Raw -2062287.268413 + Penalty 3181.161402 = -2059106.107011
  nChanged 900
		SP:Iteration 11F (40624.210000 sec): 3 clusters
  Score: Raw -2062810.864679 + Penalty 3181.161402 = -2059629.703277
  nChanged 655
		SP:Iteration 12Q (40624.450000 sec): 3 clusters
  Score: Raw -2063111.824968 + Penalty 3181.161402 = -2059930.663567
  nChanged 462
		SP:Iteration 13Q (40624.700000 sec): 3 clusters
  Score: Raw -2063302.100356 + Penalty 3181.161402 = -2060120.938954
  nChanged 364
		SP:Iteration 14Q (40624.940000 sec): 3 clusters
  Score: Raw -2063453.458089 + Penalty 3181.161402 = -2060272.296687
  nChanged 321
		SP:Iteration 15Q (40625.300000 sec): 3 clusters
  Score: Raw -2063582.577525 + Penalty 3181.161402 = -2060401.416123
  nChanged 285
		SP:Iteration 16Q (40625.570000 sec): 3 clusters
  Score: Raw -2063679.902555 + Penalty 3181.161402 = -2060498.741153
  nChanged 220
		SP:Iteration 17Q (40625.830000 sec): 3 clusters
  Score: Raw -2063739.857762 + Penalty 3181.161402 = -2060558.696361
  nChanged 184
		SP:Iteration 18Q (40626.090000 sec): 3 clusters
  Score: Raw -2063785.988787 + Penalty 3181.161402 = -2060604.827386
  nChanged 155
		SP:Iteration 19Q (40626.370000 sec): 3 clusters
  Score: Raw -2063816.119788 + Penalty 3181.161402 = -2060634.958386
  nChanged 120
		SP:Iteration 20F (40626.600000 sec): 3 clusters
  Score: Raw -2063835.898557 + Penalty 3181.161402 = -2060654.737155
  nChanged 95
		SP:Iteration 21Q (40626.890000 sec): 3 clusters
  Score: Raw -2063850.882269 + Penalty 3181.161402 = -2060669.720868
  nChanged 91
		SP:Iteration 22Q (40627.180000 sec): 3 clusters
  Score: Raw -2063865.796397 + Penalty 3181.161402 = -2060684.634996
  nChanged 91
		SP:Iteration 23Q (40627.440000 sec): 3 clusters
  Score: Raw -2063879.601558 + Penalty 3181.161402 = -2060698.440156
  nChanged 75
		SP:Iteration 24Q (40627.710000 sec): 3 clusters
  Score: Raw -2063892.420816 + Penalty 3181.161402 = -2060711.259414
  nChanged 74
		SP:Iteration 25Q (40628.000000 sec): 3 clusters
  Score: Raw -2063903.621498 + Penalty 3181.161402 = -2060722.460097
  nChanged 61
		SP:Iteration 26Q (40628.240000 sec): 3 clusters
  Score: Raw -2063913.858223 + Penalty 3181.161402 = -2060732.696821
  nChanged 81
		SP:Iteration 27Q (40628.520000 sec): 3 clusters
  Score: Raw -2063927.951827 + Penalty 3181.161402 = -2060746.790425
  nChanged 82
		SP:Iteration 28Q (40628.820000 sec): 3 clusters
  Score: Raw -2063944.905646 + Penalty 3181.161402 = -2060763.744244
  nChanged 78
		SP:Iteration 29Q (40629.060000 sec): 3 clusters
  Score: Raw -2063960.646791 + Penalty 3181.161402 = -2060779.485389
  nChanged 73
		SP:Iteration 30Q (40629.330000 sec): 3 clusters
  Score: Raw -2063977.584780 + Penalty 3181.161402 = -2060796.423379
  nChanged 85
		SP:Iteration 31Q (40629.600000 sec): 3 clusters
  Score: Raw -2063998.675986 + Penalty 3181.161402 = -2060817.514585
  nChanged 78
		SP:Iteration 32Q (40629.850000 sec): 3 clusters
  Score: Raw -2064020.443619 + Penalty 3181.161402 = -2060839.282218
  nChanged 96
		SP:Iteration 33Q (40630.140000 sec): 3 clusters
  Score: Raw -2064052.427842 + Penalty 3181.161402 = -2060871.266441
  nChanged 127
		SP:Iteration 34Q (40630.410000 sec): 3 clusters
  Score: Raw -2064091.313469 + Penalty 3181.161402 = -2060910.152067
  nChanged 131
		SP:Iteration 35Q (40630.710000 sec): 3 clusters
  Score: Raw -2064133.479627 + Penalty 3181.161402 = -2060952.318226
  nChanged 110
		SP:Iteration 36Q (40630.980000 sec): 3 clusters
  Score: Raw -2064163.733272 + Penalty 3181.161402 = -2060982.571870
  nChanged 106
		SP:Iteration 37Q (40631.220000 sec): 3 clusters
  Score: Raw -2064191.172432 + Penalty 3181.161402 = -2061010.011031
  nChanged 91
		SP:Iteration 38Q (40631.480000 sec): 3 clusters
  Score: Raw -2064209.314979 + Penalty 3181.161402 = -2061028.153577
  nChanged 80
		SP:Iteration 39Q (40631.720000 sec): 3 clusters
  Score: Raw -2064227.970860 + Penalty 3181.161402 = -2061046.809459
  nChanged 65
		SP:Iteration 40F (40631.990000 sec): 3 clusters
  Score: Raw -2064242.568078 + Penalty 3181.161402 = -2061061.406676
  nChanged 76
		SP:Iteration 41Q (40632.220000 sec): 3 clusters
  Score: Raw -2064260.450230 + Penalty 3181.161402 = -2061079.288829
  nChanged 70
		SP:Iteration 42Q (40632.520000 sec): 3 clusters
  Score: Raw -2064273.006989 + Penalty 3181.161402 = -2061091.845587
  nChanged 64
		SP:Iteration 43Q (40632.770000 sec): 3 clusters
  Score: Raw -2064286.519960 + Penalty 3181.161402 = -2061105.358558
  nChanged 72
		SP:Iteration 44Q (40633.020000 sec): 3 clusters
  Score: Raw -2064306.872347 + Penalty 3181.161402 = -2061125.710945
  nChanged 86
		SP:Iteration 45Q (40633.300000 sec): 3 clusters
  Score: Raw -2064328.141477 + Penalty 3181.161402 = -2061146.980075
  nChanged 84
		SP:Iteration 46Q (40633.580000 sec): 3 clusters
  Score: Raw -2064343.404288 + Penalty 3181.161402 = -2061162.242886
  nChanged 68
		SP:Iteration 47Q (40633.860000 sec): 3 clusters
  Score: Raw -2064356.231791 + Penalty 3181.161402 = -2061175.070389
  nChanged 64
		SP:Iteration 48Q (40634.140000 sec): 3 clusters
  Score: Raw -2064370.836128 + Penalty 3181.161402 = -2061189.674726
  nChanged 67
		SP:Iteration 49Q (40634.380000 sec): 3 clusters
  Score: Raw -2064385.146433 + Penalty 3181.161402 = -2061203.985031
  nChanged 72
		SP:Iteration 50Q (40634.680000 sec): 3 clusters
  Score: Raw -2064399.621959 + Penalty 3181.161402 = -2061218.460558
  nChanged 74
		SP:Iteration 51Q (40634.930000 sec): 3 clusters
  Score: Raw -2064413.744680 + Penalty 3181.161402 = -2061232.583279
  nChanged 57
		SP:Iteration 52Q (40635.230000 sec): 3 clusters
  Score: Raw -2064421.921661 + Penalty 3181.161402 = -2061240.760260
  nChanged 51
		SP:Iteration 53Q (40635.550000 sec): 3 clusters
  Score: Raw -2064431.012282 + Penalty 3181.161402 = -2061249.850880
  nChanged 47
		SP:Iteration 54Q (40635.790000 sec): 3 clusters
  Score: Raw -2064438.883447 + Penalty 3181.161402 = -2061257.722045
  nChanged 46
		SP:Iteration 55Q (40636.010000 sec): 3 clusters
  Score: Raw -2064445.987445 + Penalty 3181.161402 = -2061264.826044
  nChanged 39
		SP:Iteration 56Q (40636.250000 sec): 3 clusters
  Score: Raw -2064451.469325 + Penalty 3181.161402 = -2061270.307923
  nChanged 36
		SP:Iteration 57Q (40636.490000 sec): 3 clusters
  Score: Raw -2064456.300811 + Penalty 3181.161402 = -2061275.139410
  nChanged 34
		SP:Iteration 58Q (40636.710000 sec): 3 clusters
  Score: Raw -2064460.670635 + Penalty 3181.161402 = -2061279.509234
  nChanged 25
		SP:Iteration 59Q (40636.950000 sec): 3 clusters
  Score: Raw -2064464.373166 + Penalty 3181.161402 = -2061283.211764
  nChanged 24
		SP:Iteration 60F (40637.210000 sec): 3 clusters
  Score: Raw -2064466.791626 + Penalty 3181.161402 = -2061285.630224
  nChanged 16
		SP:Iteration 61Q (40637.510000 sec): 3 clusters
  Score: Raw -2064468.092760 + Penalty 3181.161402 = -2061286.931359
  nChanged 8
		SP:Iteration 62Q (40637.790000 sec): 3 clusters
  Score: Raw -2064468.650346 + Penalty 3181.161402 = -2061287.488944
  nChanged 11
		SP:Iteration 63Q (40638.030000 sec): 3 clusters
  Score: Raw -2064469.310001 + Penalty 3181.161402 = -2061288.148599
  nChanged 5
		SP:Iteration 64Q (40638.240000 sec): 3 clusters
  Score: Raw -2064469.685547 + Penalty 3181.161402 = -2061288.524145
  nChanged 6
		SP:Iteration 65Q (40638.470000 sec): 3 clusters
  Score: Raw -2064470.121880 + Penalty 3181.161402 = -2061288.960478
  nChanged 3
		SP:Iteration 66Q (40638.770000 sec): 3 clusters
  Score: Raw -2064470.277957 + Penalty 3181.161402 = -2061289.116556
  nChanged 4
		SP:Iteration 67Q (40638.980000 sec): 3 clusters
  Score: Raw -2064470.593259 + Penalty 3181.161402 = -2061289.431857
  nChanged 4
		SP:Iteration 68Q (40639.190000 sec): 3 clusters
  Score: Raw -2064470.781500 + Penalty 3181.161402 = -2061289.620098
  nChanged 3
		SP:Iteration 69Q (40639.440000 sec): 3 clusters
  Score: Raw -2064470.882182 + Penalty 3181.161402 = -2061289.720781
  nChanged 2
		SP:Iteration 70Q (40639.710000 sec): 3 clusters
  Score: Raw -2064470.978784 + Penalty 3181.161402 = -2061289.817382
  nChanged 2
		SP:Iteration 71Q (40639.950000 sec): 3 clusters
  Score: Raw -2064471.104221 + Penalty 3181.161402 = -2061289.942819
  nChanged 2
		SP:Iteration 72Q (40640.170000 sec): 3 clusters
  Score: Raw -2064471.297960 + Penalty 3181.161402 = -2061290.136558
  nChanged 2
		SP:Iteration 73Q (40640.390000 sec): 3 clusters
  Score: Raw -2064471.421736 + Penalty 3181.161402 = -2061290.260335
  nChanged 1
		SP:Iteration 74Q (40640.670000 sec): 3 clusters
  Score: Raw -2064471.459092 + Penalty 3181.161402 = -2061290.297691
  nChanged 2
		SP:Iteration 75Q (40640.880000 sec): 3 clusters
  Score: Raw -2064471.708755 + Penalty 3181.161402 = -2061290.547353
  nChanged 2
		SP:Iteration 76Q (40641.120000 sec): 3 clusters
  Score: Raw -2064471.962968 + Penalty 3181.161402 = -2061290.801566
  nChanged 2
		SP:Iteration 77Q (40641.390000 sec): 3 clusters
  Score: Raw -2064472.100259 + Penalty 3181.161402 = -2061290.938858
  nChanged 1
		SP:Iteration 78Q (40641.620000 sec): 3 clusters
  Score: Raw -2064472.144313 + Penalty 3181.161402 = -2061290.982911
  nChanged 1
		SP:Iteration 79Q (40641.870000 sec): 3 clusters
  Score: Raw -2064472.214901 + Penalty 3181.161402 = -2061291.053500
  nChanged 0
		SP:Iteration 80F (40642.130000 sec): 3 clusters
  Score: Raw -2064472.214901 + Penalty 3181.161402 = -2061291.053500
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40642.210000 sec): 2 clusters
  Score: Raw -255544.858775 + Penalty 1252.908344 = -254291.950431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40642.350000 sec): 3 clusters
  Score: Raw -254558.127090 + Penalty 2505.816688 = -252052.310402
  nChanged 810
		SP:Iteration 1F (40642.480000 sec): 3 clusters
  Score: Raw -255157.191580 + Penalty 2505.816688 = -252651.374891
  nChanged 220
		SP:Iteration 2F (40642.670000 sec): 3 clusters
  Score: Raw -255369.093625 + Penalty 2505.816688 = -252863.276936
  nChanged 164
		SP:Iteration 3F (40642.830000 sec): 3 clusters
  Score: Raw -255541.450317 + Penalty 2505.816688 = -253035.633629
  nChanged 138
		SP:Iteration 4F (40643.050000 sec): 3 clusters
  Score: Raw -255678.432985 + Penalty 2505.816688 = -253172.616297
  nChanged 113
		SP:Iteration 5F (40643.190000 sec): 3 clusters
  Score: Raw -255809.609681 + Penalty 2505.816688 = -253303.792993
  nChanged 101
		SP:Iteration 6Q (40643.360000 sec): 3 clusters
  Score: Raw -255910.663423 + Penalty 2505.816688 = -253404.846735
  nChanged 82
		SP:Iteration 7Q (40643.520000 sec): 3 clusters
  Score: Raw -255988.949423 + Penalty 2505.816688 = -253483.132735
  nChanged 65
		SP:Iteration 8Q (40643.680000 sec): 3 clusters
  Score: Raw -256037.813366 + Penalty 2505.816688 = -253531.996678
  nChanged 45
		SP:Iteration 9Q (40643.860000 sec): 3 clusters
  Score: Raw -256065.148367 + Penalty 2505.816688 = -253559.331679
  nChanged 33
		SP:Iteration 10Q (40643.980000 sec): 3 clusters
  Score: Raw -256091.778964 + Penalty 2505.816688 = -253585.962276
  nChanged 31
		SP:Iteration 11Q (40644.170000 sec): 3 clusters
  Score: Raw -256113.529630 + Penalty 2505.816688 = -253607.712942
  nChanged 24
		SP:Iteration 12Q (40644.360000 sec): 3 clusters
  Score: Raw -256124.662658 + Penalty 2505.816688 = -253618.845970
  nChanged 10
		SP:Iteration 13Q (40644.540000 sec): 3 clusters
  Score: Raw -256129.542259 + Penalty 2505.816688 = -253623.725571
  nChanged 10
		SP:Iteration 14Q (40644.700000 sec): 3 clusters
  Score: Raw -256136.303325 + Penalty 2505.816688 = -253630.486637
  nChanged 9
		SP:Iteration 15Q (40644.890000 sec): 3 clusters
  Score: Raw -256141.403828 + Penalty 2505.816688 = -253635.587140
  nChanged 7
		SP:Iteration 16Q (40645.060000 sec): 3 clusters
  Score: Raw -256145.703683 + Penalty 2505.816688 = -253639.886995
  nChanged 6
		SP:Iteration 17Q (40645.190000 sec): 3 clusters
  Score: Raw -256150.036081 + Penalty 2505.816688 = -253644.219393
  nChanged 6
		SP:Iteration 18Q (40645.320000 sec): 3 clusters
  Score: Raw -256153.096004 + Penalty 2505.816688 = -253647.279316
  nChanged 5
		SP:Iteration 19Q (40645.460000 sec): 3 clusters
  Score: Raw -256155.467429 + Penalty 2505.816688 = -253649.650741
  nChanged 6
		SP:Iteration 20F (40645.560000 sec): 3 clusters
  Score: Raw -256158.431537 + Penalty 2505.816688 = -253652.614848
  nChanged 3
		SP:Iteration 21Q (40645.650000 sec): 3 clusters
  Score: Raw -256161.039230 + Penalty 2505.816688 = -253655.222542
  nChanged 1
		SP:Iteration 22Q (40645.820000 sec): 3 clusters
  Score: Raw -256161.397696 + Penalty 2505.816688 = -253655.581008
  nChanged 3
		SP:Iteration 23Q (40646.000000 sec): 3 clusters
  Score: Raw -256162.442784 + Penalty 2505.816688 = -253656.626095
  nChanged 2
		SP:Iteration 24Q (40646.240000 sec): 3 clusters
  Score: Raw -256163.688052 + Penalty 2505.816688 = -253657.871364
  nChanged 1
		SP:Iteration 25Q (40646.360000 sec): 3 clusters
  Score: Raw -256163.867689 + Penalty 2505.816688 = -253658.051001
  nChanged 0
		SP:Iteration 26F (40646.510000 sec): 3 clusters
  Score: Raw -256163.867689 + Penalty 2505.816688 = -253658.051001
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40646.610000 sec): 2 clusters
  Score: Raw -399072.550467 + Penalty 1324.919336 = -397747.631132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40646.790000 sec): 3 clusters
  Score: Raw -397405.010488 + Penalty 2649.838671 = -394755.171816
  nChanged 1329
		SP:Iteration 1F (40646.960000 sec): 3 clusters
  Score: Raw -398158.098098 + Penalty 2649.838671 = -395508.259426
  nChanged 252
		SP:Iteration 2F (40647.140000 sec): 3 clusters
  Score: Raw -398297.965336 + Penalty 2649.838671 = -395648.126665
  nChanged 166
		SP:Iteration 3Q (40647.320000 sec): 3 clusters
  Score: Raw -398384.230485 + Penalty 2649.838671 = -395734.391814
  nChanged 131
		SP:Iteration 4Q (40647.510000 sec): 3 clusters
  Score: Raw -398439.242811 + Penalty 2649.838671 = -395789.404140
  nChanged 92
		SP:Iteration 5Q (40647.710000 sec): 3 clusters
  Score: Raw -398471.998526 + Penalty 2649.838671 = -395822.159855
  nChanged 61
		SP:Iteration 6Q (40647.860000 sec): 3 clusters
  Score: Raw -398494.109397 + Penalty 2649.838671 = -395844.270726
  nChanged 55
		SP:Iteration 7Q (40648.070000 sec): 3 clusters
  Score: Raw -398513.525723 + Penalty 2649.838671 = -395863.687052
  nChanged 50
		SP:Iteration 8Q (40648.250000 sec): 3 clusters
  Score: Raw -398529.925918 + Penalty 2649.838671 = -395880.087247
  nChanged 36
		SP:Iteration 9Q (40648.410000 sec): 3 clusters
  Score: Raw -398542.725721 + Penalty 2649.838671 = -395892.887049
  nChanged 39
		SP:Iteration 10Q (40648.600000 sec): 3 clusters
  Score: Raw -398554.929613 + Penalty 2649.838671 = -395905.090941
  nChanged 31
		SP:Iteration 11Q (40648.780000 sec): 3 clusters
  Score: Raw -398567.146454 + Penalty 2649.838671 = -395917.307782
  nChanged 36
		SP:Iteration 12Q (40648.930000 sec): 3 clusters
  Score: Raw -398579.706661 + Penalty 2649.838671 = -395929.867990
  nChanged 34
		SP:Iteration 13Q (40649.140000 sec): 3 clusters
  Score: Raw -398595.855595 + Penalty 2649.838671 = -395946.016924
  nChanged 41
		SP:Iteration 14Q (40649.330000 sec): 3 clusters
  Score: Raw -398615.022538 + Penalty 2649.838671 = -395965.183867
  nChanged 44
		SP:Iteration 15Q (40649.500000 sec): 3 clusters
  Score: Raw -398639.793533 + Penalty 2649.838671 = -395989.954862
  nChanged 46
		SP:Iteration 16Q (40649.670000 sec): 3 clusters
  Score: Raw -398663.817633 + Penalty 2649.838671 = -396013.978962
  nChanged 57
		SP:Iteration 17Q (40649.860000 sec): 3 clusters
  Score: Raw -398696.657029 + Penalty 2649.838671 = -396046.818358
  nChanged 64
		SP:Iteration 18Q (40650.070000 sec): 3 clusters
  Score: Raw -398735.518926 + Penalty 2649.838671 = -396085.680255
  nChanged 58
		SP:Iteration 19Q (40650.240000 sec): 3 clusters
  Score: Raw -398768.012211 + Penalty 2649.838671 = -396118.173540
  nChanged 64
		SP:Iteration 20F (40650.390000 sec): 3 clusters
  Score: Raw -398797.409270 + Penalty 2649.838671 = -396147.570599
  nChanged 60
		SP:Iteration 21Q (40650.570000 sec): 3 clusters
  Score: Raw -398822.490361 + Penalty 2649.838671 = -396172.651689
  nChanged 45
		SP:Iteration 22Q (40650.740000 sec): 3 clusters
  Score: Raw -398840.301362 + Penalty 2649.838671 = -396190.462691
  nChanged 43
		SP:Iteration 23Q (40650.890000 sec): 3 clusters
  Score: Raw -398861.258007 + Penalty 2649.838671 = -396211.419336
  nChanged 44
		SP:Iteration 24Q (40651.050000 sec): 3 clusters
  Score: Raw -398880.757082 + Penalty 2649.838671 = -396230.918411
  nChanged 36
		SP:Iteration 25Q (40651.220000 sec): 3 clusters
  Score: Raw -398896.747278 + Penalty 2649.838671 = -396246.908607
  nChanged 32
		SP:Iteration 26Q (40651.410000 sec): 3 clusters
  Score: Raw -398908.325109 + Penalty 2649.838671 = -396258.486438
  nChanged 29
		SP:Iteration 27Q (40651.610000 sec): 3 clusters
  Score: Raw -398920.913545 + Penalty 2649.838671 = -396271.074874
  nChanged 30
		SP:Iteration 28Q (40651.800000 sec): 3 clusters
  Score: Raw -398931.213902 + Penalty 2649.838671 = -396281.375231
  nChanged 22
		SP:Iteration 29Q (40651.970000 sec): 3 clusters
  Score: Raw -398938.747846 + Penalty 2649.838671 = -396288.909174
  nChanged 21
		SP:Iteration 30Q (40652.150000 sec): 3 clusters
  Score: Raw -398946.750468 + Penalty 2649.838671 = -396296.911797
  nChanged 19
		SP:Iteration 31Q (40652.310000 sec): 3 clusters
  Score: Raw -398953.799134 + Penalty 2649.838671 = -396303.960463
  nChanged 26
		SP:Iteration 32Q (40652.480000 sec): 3 clusters
  Score: Raw -398962.135697 + Penalty 2649.838671 = -396312.297026
  nChanged 16
		SP:Iteration 33Q (40652.640000 sec): 3 clusters
  Score: Raw -398967.047229 + Penalty 2649.838671 = -396317.208557
  nChanged 20
		SP:Iteration 34Q (40652.830000 sec): 3 clusters
  Score: Raw -398973.493780 + Penalty 2649.838671 = -396323.655109
  nChanged 15
		SP:Iteration 35Q (40652.970000 sec): 3 clusters
  Score: Raw -398978.071854 + Penalty 2649.838671 = -396328.233183
  nChanged 15
		SP:Iteration 36Q (40653.170000 sec): 3 clusters
  Score: Raw -398982.083482 + Penalty 2649.838671 = -396332.244810
  nChanged 10
		SP:Iteration 37Q (40653.360000 sec): 3 clusters
  Score: Raw -398984.954831 + Penalty 2649.838671 = -396335.116160
  nChanged 10
		SP:Iteration 38Q (40653.550000 sec): 3 clusters
  Score: Raw -398989.283180 + Penalty 2649.838671 = -396339.444508
  nChanged 20
		SP:Iteration 39Q (40653.730000 sec): 3 clusters
  Score: Raw -398997.715936 + Penalty 2649.838671 = -396347.877265
  nChanged 24
		SP:Iteration 40F (40653.890000 sec): 3 clusters
  Score: Raw -399006.132019 + Penalty 2649.838671 = -396356.293347
  nChanged 16
		SP:Iteration 41Q (40654.100000 sec): 3 clusters
  Score: Raw -399011.308477 + Penalty 2649.838671 = -396361.469806
  nChanged 15
		SP:Iteration 42Q (40654.250000 sec): 3 clusters
  Score: Raw -399015.818249 + Penalty 2649.838671 = -396365.979578
  nChanged 15
		SP:Iteration 43Q (40654.440000 sec): 3 clusters
  Score: Raw -399020.975335 + Penalty 2649.838671 = -396371.136663
  nChanged 15
		SP:Iteration 44Q (40654.600000 sec): 3 clusters
  Score: Raw -399025.243969 + Penalty 2649.838671 = -396375.405298
  nChanged 9
		SP:Iteration 45Q (40654.790000 sec): 3 clusters
  Score: Raw -399027.639875 + Penalty 2649.838671 = -396377.801204
  nChanged 7
		SP:Iteration 46Q (40654.970000 sec): 3 clusters
  Score: Raw -399029.047397 + Penalty 2649.838671 = -396379.208726
  nChanged 7
		SP:Iteration 47Q (40655.170000 sec): 3 clusters
  Score: Raw -399030.935459 + Penalty 2649.838671 = -396381.096788
  nChanged 8
		SP:Iteration 48Q (40655.330000 sec): 3 clusters
  Score: Raw -399033.069202 + Penalty 2649.838671 = -396383.230531
  nChanged 5
		SP:Iteration 49Q (40655.520000 sec): 3 clusters
  Score: Raw -399034.763363 + Penalty 2649.838671 = -396384.924692
  nChanged 5
		SP:Iteration 50Q (40655.710000 sec): 3 clusters
  Score: Raw -399036.483136 + Penalty 2649.838671 = -396386.644465
  nChanged 5
		SP:Iteration 51Q (40655.950000 sec): 3 clusters
  Score: Raw -399038.951973 + Penalty 2649.838671 = -396389.113301
  nChanged 13
		SP:Iteration 52Q (40656.100000 sec): 3 clusters
  Score: Raw -399044.043305 + Penalty 2649.838671 = -396394.204633
  nChanged 12
		SP:Iteration 53Q (40656.290000 sec): 3 clusters
  Score: Raw -399048.472506 + Penalty 2649.838671 = -396398.633835
  nChanged 16
		SP:Iteration 54Q (40656.490000 sec): 3 clusters
  Score: Raw -399054.114440 + Penalty 2649.838671 = -396404.275769
  nChanged 11
		SP:Iteration 55Q (40656.680000 sec): 3 clusters
  Score: Raw -399056.229667 + Penalty 2649.838671 = -396406.390995
  nChanged 4
		SP:Iteration 56Q (40656.850000 sec): 3 clusters
  Score: Raw -399057.661813 + Penalty 2649.838671 = -396407.823142
  nChanged 5
		SP:Iteration 57Q (40657.020000 sec): 3 clusters
  Score: Raw -399059.390787 + Penalty 2649.838671 = -396409.552115
  nChanged 3
		SP:Iteration 58Q (40657.210000 sec): 3 clusters
  Score: Raw -399060.470444 + Penalty 2649.838671 = -396410.631773
  nChanged 4
		SP:Iteration 59Q (40657.420000 sec): 3 clusters
  Score: Raw -399061.871017 + Penalty 2649.838671 = -396412.032345
  nChanged 4
		SP:Iteration 60F (40657.570000 sec): 3 clusters
  Score: Raw -399062.685310 + Penalty 2649.838671 = -396412.846639
  nChanged 2
		SP:Iteration 61Q (40657.770000 sec): 3 clusters
  Score: Raw -399063.091664 + Penalty 2649.838671 = -396413.252993
  nChanged 1
		SP:Iteration 62Q (40657.970000 sec): 3 clusters
  Score: Raw -399063.166577 + Penalty 2649.838671 = -396413.327906
  nChanged 0
		SP:Iteration 63F (40658.150000 sec): 3 clusters
  Score: Raw -399063.166577 + Penalty 2649.838671 = -396413.327906
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40658.260000 sec): 2 clusters
  Score: Raw -1131115.653276 + Penalty 1486.763796 = -1129628.889479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40658.510000 sec): 3 clusters
  Score: Raw -1125761.296156 + Penalty 2973.527593 = -1122787.768564
  nChanged 4078
		SP:Iteration 1F (40658.700000 sec): 3 clusters
  Score: Raw -1127913.258367 + Penalty 2973.527593 = -1124939.730774
  nChanged 546
		SP:Iteration 2F (40658.900000 sec): 3 clusters
  Score: Raw -1128157.328995 + Penalty 2973.527593 = -1125183.801402
  nChanged 488
		SP:Iteration 3F (40659.110000 sec): 3 clusters
  Score: Raw -1128396.596106 + Penalty 2973.527593 = -1125423.068513
  nChanged 461
		SP:Iteration 4Q (40659.350000 sec): 3 clusters
  Score: Raw -1128653.876011 + Penalty 2973.527593 = -1125680.348418
  nChanged 514
		SP:Iteration 5F (40659.520000 sec): 3 clusters
  Score: Raw -1128951.811645 + Penalty 2973.527593 = -1125978.284053
  nChanged 512
		SP:Iteration 6F (40659.770000 sec): 3 clusters
  Score: Raw -1129259.952618 + Penalty 2973.527593 = -1126286.425025
  nChanged 497
		SP:Iteration 7F (40659.990000 sec): 3 clusters
  Score: Raw -1129550.871974 + Penalty 2973.527593 = -1126577.344381
  nChanged 449
		SP:Iteration 8Q (40660.160000 sec): 3 clusters
  Score: Raw -1129804.114268 + Penalty 2973.527593 = -1126830.586675
  nChanged 391
		SP:Iteration 9Q (40660.400000 sec): 3 clusters
  Score: Raw -1130017.432850 + Penalty 2973.527593 = -1127043.905257
  nChanged 376
		SP:Iteration 10Q (40660.620000 sec): 3 clusters
  Score: Raw -1130240.731122 + Penalty 2973.527593 = -1127267.203529
  nChanged 327
		SP:Iteration 11Q (40660.820000 sec): 3 clusters
  Score: Raw -1130422.318913 + Penalty 2973.527593 = -1127448.791320
  nChanged 268
		SP:Iteration 12Q (40661.040000 sec): 3 clusters
  Score: Raw -1130556.710681 + Penalty 2973.527593 = -1127583.183089
  nChanged 218
		SP:Iteration 13Q (40661.230000 sec): 3 clusters
  Score: Raw -1130646.861046 + Penalty 2973.527593 = -1127673.333453
  nChanged 172
		SP:Iteration 14Q (40661.430000 sec): 3 clusters
  Score: Raw -1130707.199531 + Penalty 2973.527593 = -1127733.671938
  nChanged 150
		SP:Iteration 15Q (40661.680000 sec): 3 clusters
  Score: Raw -1130754.006737 + Penalty 2973.527593 = -1127780.479144
  nChanged 126
		SP:Iteration 16Q (40661.890000 sec): 3 clusters
  Score: Raw -1130790.166984 + Penalty 2973.527593 = -1127816.639392
  nChanged 114
		SP:Iteration 17Q (40662.080000 sec): 3 clusters
  Score: Raw -1130824.530839 + Penalty 2973.527593 = -1127851.003246
  nChanged 110
		SP:Iteration 18Q (40662.330000 sec): 3 clusters
  Score: Raw -1130856.753318 + Penalty 2973.527593 = -1127883.225725
  nChanged 120
		SP:Iteration 19Q (40662.520000 sec): 3 clusters
  Score: Raw -1130889.361909 + Penalty 2973.527593 = -1127915.834316
  nChanged 98
		SP:Iteration 20F (40662.720000 sec): 3 clusters
  Score: Raw -1130916.313905 + Penalty 2973.527593 = -1127942.786312
  nChanged 90
		SP:Iteration 21Q (40662.920000 sec): 3 clusters
  Score: Raw -1130938.944497 + Penalty 2973.527593 = -1127965.416904
  nChanged 74
		SP:Iteration 22Q (40663.170000 sec): 3 clusters
  Score: Raw -1130956.188708 + Penalty 2973.527593 = -1127982.661115
  nChanged 61
		SP:Iteration 23Q (40663.390000 sec): 3 clusters
  Score: Raw -1130971.005537 + Penalty 2973.527593 = -1127997.477944
  nChanged 67
		SP:Iteration 24Q (40663.590000 sec): 3 clusters
  Score: Raw -1130987.233063 + Penalty 2973.527593 = -1128013.705470
  nChanged 50
		SP:Iteration 25Q (40663.770000 sec): 3 clusters
  Score: Raw -1130997.340664 + Penalty 2973.527593 = -1128023.813071
  nChanged 41
		SP:Iteration 26Q (40664.000000 sec): 3 clusters
  Score: Raw -1131004.855957 + Penalty 2973.527593 = -1128031.328364
  nChanged 31
		SP:Iteration 27Q (40664.180000 sec): 3 clusters
  Score: Raw -1131010.836191 + Penalty 2973.527593 = -1128037.308599
  nChanged 31
		SP:Iteration 28Q (40664.410000 sec): 3 clusters
  Score: Raw -1131017.764882 + Penalty 2973.527593 = -1128044.237290
  nChanged 27
		SP:Iteration 29Q (40664.630000 sec): 3 clusters
  Score: Raw -1131024.358574 + Penalty 2973.527593 = -1128050.830981
  nChanged 29
		SP:Iteration 30Q (40664.820000 sec): 3 clusters
  Score: Raw -1131030.216510 + Penalty 2973.527593 = -1128056.688917
  nChanged 34
		SP:Iteration 31Q (40665.020000 sec): 3 clusters
  Score: Raw -1131037.321405 + Penalty 2973.527593 = -1128063.793812
  nChanged 31
		SP:Iteration 32Q (40665.230000 sec): 3 clusters
  Score: Raw -1131043.181378 + Penalty 2973.527593 = -1128069.653785
  nChanged 26
		SP:Iteration 33Q (40665.470000 sec): 3 clusters
  Score: Raw -1131049.119340 + Penalty 2973.527593 = -1128075.591747
  nChanged 29
		SP:Iteration 34Q (40665.640000 sec): 3 clusters
  Score: Raw -1131055.779711 + Penalty 2973.527593 = -1128082.252118
  nChanged 38
		SP:Iteration 35Q (40665.860000 sec): 3 clusters
  Score: Raw -1131062.999882 + Penalty 2973.527593 = -1128089.472290
  nChanged 32
		SP:Iteration 36Q (40666.080000 sec): 3 clusters
  Score: Raw -1131069.636940 + Penalty 2973.527593 = -1128096.109347
  nChanged 43
		SP:Iteration 37Q (40666.300000 sec): 3 clusters
  Score: Raw -1131079.585074 + Penalty 2973.527593 = -1128106.057481
  nChanged 45
		SP:Iteration 38Q (40666.520000 sec): 3 clusters
  Score: Raw -1131091.236444 + Penalty 2973.527593 = -1128117.708851
  nChanged 60
		SP:Iteration 39Q (40666.740000 sec): 3 clusters
  Score: Raw -1131112.197574 + Penalty 2973.527593 = -1128138.669981
  nChanged 69
		SP:Iteration 40F (40666.940000 sec): 3 clusters
  Score: Raw -1131137.975143 + Penalty 2973.527593 = -1128164.447550
  nChanged 83
		SP:Iteration 41Q (40667.160000 sec): 3 clusters
  Score: Raw -1131167.885702 + Penalty 2973.527593 = -1128194.358109
  nChanged 84
		SP:Iteration 42Q (40667.390000 sec): 3 clusters
  Score: Raw -1131197.361696 + Penalty 2973.527593 = -1128223.834103
  nChanged 91
		SP:Iteration 43Q (40667.600000 sec): 3 clusters
  Score: Raw -1131230.971406 + Penalty 2973.527593 = -1128257.443813
  nChanged 103
		SP:Iteration 44Q (40667.830000 sec): 3 clusters
  Score: Raw -1131269.445974 + Penalty 2973.527593 = -1128295.918382
  nChanged 92
		SP:Iteration 45Q (40668.020000 sec): 3 clusters
  Score: Raw -1131299.560164 + Penalty 2973.527593 = -1128326.032571
  nChanged 89
		SP:Iteration 46Q (40668.260000 sec): 3 clusters
  Score: Raw -1131326.545966 + Penalty 2973.527593 = -1128353.018373
  nChanged 86
		SP:Iteration 47Q (40668.440000 sec): 3 clusters
  Score: Raw -1131351.803580 + Penalty 2973.527593 = -1128378.275987
  nChanged 79
		SP:Iteration 48Q (40668.650000 sec): 3 clusters
  Score: Raw -1131379.085397 + Penalty 2973.527593 = -1128405.557804
  nChanged 74
		SP:Iteration 49Q (40668.870000 sec): 3 clusters
  Score: Raw -1131404.222091 + Penalty 2973.527593 = -1128430.694498
  nChanged 89
		SP:Iteration 50Q (40669.000000 sec): 3 clusters
  Score: Raw -1131433.513975 + Penalty 2973.527593 = -1128459.986382
  nChanged 76
		SP:Iteration 51Q (40669.230000 sec): 3 clusters
  Score: Raw -1131458.174689 + Penalty 2973.527593 = -1128484.647096
  nChanged 79
		SP:Iteration 52Q (40669.420000 sec): 3 clusters
  Score: Raw -1131485.904499 + Penalty 2973.527593 = -1128512.376906
  nChanged 89
		SP:Iteration 53Q (40669.580000 sec): 3 clusters
  Score: Raw -1131520.679068 + Penalty 2973.527593 = -1128547.151475
  nChanged 83
		SP:Iteration 54Q (40669.790000 sec): 3 clusters
  Score: Raw -1131549.852643 + Penalty 2973.527593 = -1128576.325051
  nChanged 77
		SP:Iteration 55Q (40670.050000 sec): 3 clusters
  Score: Raw -1131574.476650 + Penalty 2973.527593 = -1128600.949057
  nChanged 59
		SP:Iteration 56Q (40670.260000 sec): 3 clusters
  Score: Raw -1131591.618154 + Penalty 2973.527593 = -1128618.090561
  nChanged 51
		SP:Iteration 57Q (40670.480000 sec): 3 clusters
  Score: Raw -1131606.748733 + Penalty 2973.527593 = -1128633.221141
  nChanged 45
		SP:Iteration 58Q (40670.690000 sec): 3 clusters
  Score: Raw -1131621.802793 + Penalty 2973.527593 = -1128648.275200
  nChanged 46
		SP:Iteration 59Q (40670.900000 sec): 3 clusters
  Score: Raw -1131638.312414 + Penalty 2973.527593 = -1128664.784821
  nChanged 46
		SP:Iteration 60F (40671.130000 sec): 3 clusters
  Score: Raw -1131653.105809 + Penalty 2973.527593 = -1128679.578216
  nChanged 36
		SP:Iteration 61Q (40671.300000 sec): 3 clusters
  Score: Raw -1131664.294472 + Penalty 2973.527593 = -1128690.766879
  nChanged 29
		SP:Iteration 62Q (40671.530000 sec): 3 clusters
  Score: Raw -1131673.593669 + Penalty 2973.527593 = -1128700.066076
  nChanged 33
		SP:Iteration 63Q (40671.780000 sec): 3 clusters
  Score: Raw -1131680.964910 + Penalty 2973.527593 = -1128707.437318
  nChanged 26
		SP:Iteration 64Q (40671.960000 sec): 3 clusters
  Score: Raw -1131687.513011 + Penalty 2973.527593 = -1128713.985418
  nChanged 19
		SP:Iteration 65Q (40672.170000 sec): 3 clusters
  Score: Raw -1131692.024296 + Penalty 2973.527593 = -1128718.496703
  nChanged 19
		SP:Iteration 66Q (40672.400000 sec): 3 clusters
  Score: Raw -1131696.933421 + Penalty 2973.527593 = -1128723.405828
  nChanged 18
		SP:Iteration 67Q (40672.630000 sec): 3 clusters
  Score: Raw -1131701.696477 + Penalty 2973.527593 = -1128728.168884
  nChanged 15
		SP:Iteration 68Q (40672.820000 sec): 3 clusters
  Score: Raw -1131706.428137 + Penalty 2973.527593 = -1128732.900544
  nChanged 15
		SP:Iteration 69Q (40673.050000 sec): 3 clusters
  Score: Raw -1131710.168096 + Penalty 2973.527593 = -1128736.640503
  nChanged 12
		SP:Iteration 70Q (40673.230000 sec): 3 clusters
  Score: Raw -1131712.498851 + Penalty 2973.527593 = -1128738.971259
  nChanged 8
		SP:Iteration 71Q (40673.470000 sec): 3 clusters
  Score: Raw -1131714.507090 + Penalty 2973.527593 = -1128740.979497
  nChanged 6
		SP:Iteration 72Q (40673.650000 sec): 3 clusters
  Score: Raw -1131715.672924 + Penalty 2973.527593 = -1128742.145331
  nChanged 5
		SP:Iteration 73Q (40673.880000 sec): 3 clusters
  Score: Raw -1131716.791582 + Penalty 2973.527593 = -1128743.263989
  nChanged 5
		SP:Iteration 74Q (40674.090000 sec): 3 clusters
  Score: Raw -1131717.960713 + Penalty 2973.527593 = -1128744.433120
  nChanged 9
		SP:Iteration 75Q (40674.300000 sec): 3 clusters
  Score: Raw -1131719.683650 + Penalty 2973.527593 = -1128746.156057
  nChanged 9
		SP:Iteration 76Q (40674.480000 sec): 3 clusters
  Score: Raw -1131721.380672 + Penalty 2973.527593 = -1128747.853079
  nChanged 7
		SP:Iteration 77Q (40674.730000 sec): 3 clusters
  Score: Raw -1131723.318682 + Penalty 2973.527593 = -1128749.791089
  nChanged 7
		SP:Iteration 78Q (40674.950000 sec): 3 clusters
  Score: Raw -1131724.508232 + Penalty 2973.527593 = -1128750.980639
  nChanged 6
		SP:Iteration 79Q (40675.140000 sec): 3 clusters
  Score: Raw -1131725.333693 + Penalty 2973.527593 = -1128751.806100
  nChanged 2
		SP:Iteration 80F (40675.370000 sec): 3 clusters
  Score: Raw -1131725.573919 + Penalty 2973.527593 = -1128752.046326
  nChanged 1
		SP:Iteration 81Q (40675.620000 sec): 3 clusters
  Score: Raw -1131725.691595 + Penalty 2973.527593 = -1128752.164002
  nChanged 1
		SP:Iteration 82Q (40675.830000 sec): 3 clusters
  Score: Raw -1131725.795819 + Penalty 2973.527593 = -1128752.268226
  nChanged 1
		SP:Iteration 83Q (40676.060000 sec): 3 clusters
  Score: Raw -1131726.051722 + Penalty 2973.527593 = -1128752.524129
  nChanged 0
		SP:Iteration 84F (40676.230000 sec): 3 clusters
  Score: Raw -1131726.051722 + Penalty 2973.527593 = -1128752.524129
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40676.400000 sec): 2 clusters
  Score: Raw -1243723.990101 + Penalty 1501.483616 = -1242222.506485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40676.590000 sec): 3 clusters
  Score: Raw -1237840.071514 + Penalty 3002.967232 = -1234837.104282
  nChanged 4487
		SP:Iteration 1F (40676.800000 sec): 3 clusters
  Score: Raw -1240311.292733 + Penalty 3002.967232 = -1237308.325501
  nChanged 699
		SP:Iteration 2F (40677.020000 sec): 3 clusters
  Score: Raw -1240705.389175 + Penalty 3002.967232 = -1237702.421944
  nChanged 645
		SP:Iteration 3F (40677.220000 sec): 3 clusters
  Score: Raw -1241101.568706 + Penalty 3002.967232 = -1238098.601475
  nChanged 578
		SP:Iteration 4F (40677.460000 sec): 3 clusters
  Score: Raw -1241474.227441 + Penalty 3002.967232 = -1238471.260210
  nChanged 595
		SP:Iteration 5F (40677.670000 sec): 3 clusters
  Score: Raw -1241866.711459 + Penalty 3002.967232 = -1238863.744228
  nChanged 572
		SP:Iteration 6F (40677.930000 sec): 3 clusters
  Score: Raw -1242226.681773 + Penalty 3002.967232 = -1239223.714541
  nChanged 497
		SP:Iteration 7Q (40678.120000 sec): 3 clusters
  Score: Raw -1242568.238639 + Penalty 3002.967232 = -1239565.271408
  nChanged 479
		SP:Iteration 8Q (40678.340000 sec): 3 clusters
  Score: Raw -1242919.021193 + Penalty 3002.967232 = -1239916.053961
  nChanged 438
		SP:Iteration 9Q (40678.530000 sec): 3 clusters
  Score: Raw -1243186.865497 + Penalty 3002.967232 = -1240183.898265
  nChanged 325
		SP:Iteration 10Q (40678.760000 sec): 3 clusters
  Score: Raw -1243373.169265 + Penalty 3002.967232 = -1240370.202033
  nChanged 262
		SP:Iteration 11Q (40679.000000 sec): 3 clusters
  Score: Raw -1243521.313783 + Penalty 3002.967232 = -1240518.346551
  nChanged 232
		SP:Iteration 12Q (40679.210000 sec): 3 clusters
  Score: Raw -1243657.360327 + Penalty 3002.967232 = -1240654.393095
  nChanged 209
		SP:Iteration 13Q (40679.410000 sec): 3 clusters
  Score: Raw -1243810.500752 + Penalty 3002.967232 = -1240807.533521
  nChanged 220
		SP:Iteration 14Q (40679.620000 sec): 3 clusters
  Score: Raw -1243977.534558 + Penalty 3002.967232 = -1240974.567326
  nChanged 224
		SP:Iteration 15Q (40679.830000 sec): 3 clusters
  Score: Raw -1244151.991661 + Penalty 3002.967232 = -1241149.024429
  nChanged 196
		SP:Iteration 16Q (40680.100000 sec): 3 clusters
  Score: Raw -1244310.334943 + Penalty 3002.967232 = -1241307.367711
  nChanged 172
		SP:Iteration 17Q (40680.300000 sec): 3 clusters
  Score: Raw -1244442.933506 + Penalty 3002.967232 = -1241439.966274
  nChanged 152
		SP:Iteration 18Q (40680.500000 sec): 3 clusters
  Score: Raw -1244528.480364 + Penalty 3002.967232 = -1241525.513132
  nChanged 103
		SP:Iteration 19Q (40680.680000 sec): 3 clusters
  Score: Raw -1244573.746322 + Penalty 3002.967232 = -1241570.779090
  nChanged 69
		SP:Iteration 20F (40680.920000 sec): 3 clusters
  Score: Raw -1244598.871699 + Penalty 3002.967232 = -1241595.904467
  nChanged 47
		SP:Iteration 21Q (40681.130000 sec): 3 clusters
  Score: Raw -1244609.663508 + Penalty 3002.967232 = -1241606.696276
  nChanged 26
		SP:Iteration 22Q (40681.330000 sec): 3 clusters
  Score: Raw -1244616.079790 + Penalty 3002.967232 = -1241613.112558
  nChanged 26
		SP:Iteration 23Q (40681.560000 sec): 3 clusters
  Score: Raw -1244621.301160 + Penalty 3002.967232 = -1241618.333929
  nChanged 14
		SP:Iteration 24Q (40681.790000 sec): 3 clusters
  Score: Raw -1244624.265997 + Penalty 3002.967232 = -1241621.298766
  nChanged 14
		SP:Iteration 25Q (40681.960000 sec): 3 clusters
  Score: Raw -1244626.730185 + Penalty 3002.967232 = -1241623.762953
  nChanged 8
		SP:Iteration 26Q (40682.170000 sec): 3 clusters
  Score: Raw -1244627.815012 + Penalty 3002.967232 = -1241624.847780
  nChanged 4
		SP:Iteration 27Q (40682.360000 sec): 3 clusters
  Score: Raw -1244628.524929 + Penalty 3002.967232 = -1241625.557698
  nChanged 2
		SP:Iteration 28Q (40682.560000 sec): 3 clusters
  Score: Raw -1244628.915275 + Penalty 3002.967232 = -1241625.948044
  nChanged 3
		SP:Iteration 29Q (40682.800000 sec): 3 clusters
  Score: Raw -1244629.428419 + Penalty 3002.967232 = -1241626.461187
  nChanged 2
		SP:Iteration 30Q (40683.000000 sec): 3 clusters
  Score: Raw -1244629.795672 + Penalty 3002.967232 = -1241626.828441
  nChanged 5
		SP:Iteration 31Q (40683.270000 sec): 3 clusters
  Score: Raw -1244630.870051 + Penalty 3002.967232 = -1241627.902819
  nChanged 4
		SP:Iteration 32Q (40683.480000 sec): 3 clusters
  Score: Raw -1244631.605954 + Penalty 3002.967232 = -1241628.638722
  nChanged 4
		SP:Iteration 33Q (40683.670000 sec): 3 clusters
  Score: Raw -1244632.249113 + Penalty 3002.967232 = -1241629.281882
  nChanged 3
		SP:Iteration 34Q (40683.900000 sec): 3 clusters
  Score: Raw -1244632.901526 + Penalty 3002.967232 = -1241629.934295
  nChanged 2
		SP:Iteration 35Q (40684.120000 sec): 3 clusters
  Score: Raw -1244633.277593 + Penalty 3002.967232 = -1241630.310361
  nChanged 4
		SP:Iteration 36Q (40684.280000 sec): 3 clusters
  Score: Raw -1244634.040486 + Penalty 3002.967232 = -1241631.073254
  nChanged 2
		SP:Iteration 37Q (40684.510000 sec): 3 clusters
  Score: Raw -1244634.328963 + Penalty 3002.967232 = -1241631.361731
  nChanged 1
		SP:Iteration 38Q (40684.720000 sec): 3 clusters
  Score: Raw -1244634.585672 + Penalty 3002.967232 = -1241631.618440
  nChanged 1
		SP:Iteration 39Q (40684.900000 sec): 3 clusters
  Score: Raw -1244634.684490 + Penalty 3002.967232 = -1241631.717259
  nChanged 0
		SP:Iteration 40F (40685.130000 sec): 3 clusters
  Score: Raw -1244634.684490 + Penalty 3002.967232 = -1241631.717259
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (22330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40685.300000 sec): 2 clusters
  Score: Raw -2623858.339770 + Penalty 1627.224031 = -2622231.115739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40685.580000 sec): 3 clusters
  Score: Raw -2610299.474968 + Penalty 3254.448062 = -2607045.026906
  nChanged 10188
		SP:Iteration 1F (40685.860000 sec): 3 clusters
  Score: Raw -2616012.527305 + Penalty 3254.448062 = -2612758.079243
  nChanged 1161
		SP:Iteration 2F (40686.140000 sec): 3 clusters
  Score: Raw -2616525.703389 + Penalty 3254.448062 = -2613271.255327
  nChanged 1146
		SP:Iteration 3F (40686.400000 sec): 3 clusters
  Score: Raw -2617167.579496 + Penalty 3254.448062 = -2613913.131434
  nChanged 1214
		SP:Iteration 4F (40686.650000 sec): 3 clusters
  Score: Raw -2617972.213382 + Penalty 3254.448062 = -2614717.765320
  nChanged 1289
		SP:Iteration 5F (40686.910000 sec): 3 clusters
  Score: Raw -2618835.416167 + Penalty 3254.448062 = -2615580.968105
  nChanged 1225
		SP:Iteration 6F (40687.160000 sec): 3 clusters
  Score: Raw -2619611.433248 + Penalty 3254.448062 = -2616356.985186
  nChanged 1103
		SP:Iteration 7Q (40687.470000 sec): 3 clusters
  Score: Raw -2620216.672636 + Penalty 3254.448062 = -2616962.224574
  nChanged 948
		SP:Iteration 8Q (40687.710000 sec): 3 clusters
  Score: Raw -2620684.461778 + Penalty 3254.448062 = -2617430.013716
  nChanged 836
		SP:Iteration 9Q (40687.990000 sec): 3 clusters
  Score: Raw -2621088.970512 + Penalty 3254.448062 = -2617834.522450
  nChanged 807
		SP:Iteration 10Q (40688.300000 sec): 3 clusters
  Score: Raw -2621473.000767 + Penalty 3254.448062 = -2618218.552705
  nChanged 728
		SP:Iteration 11Q (40688.580000 sec): 3 clusters
  Score: Raw -2621796.232758 + Penalty 3254.448062 = -2618541.784696
  nChanged 629
		SP:Iteration 12Q (40688.850000 sec): 3 clusters
  Score: Raw -2622074.194381 + Penalty 3254.448062 = -2618819.746319
  nChanged 581
		SP:Iteration 13Q (40689.080000 sec): 3 clusters
  Score: Raw -2622334.433097 + Penalty 3254.448062 = -2619079.985035
  nChanged 518
		SP:Iteration 14Q (40689.370000 sec): 3 clusters
  Score: Raw -2622572.631443 + Penalty 3254.448062 = -2619318.183381
  nChanged 475
		SP:Iteration 15Q (40689.610000 sec): 3 clusters
  Score: Raw -2622789.742547 + Penalty 3254.448062 = -2619535.294485
  nChanged 405
		SP:Iteration 16Q (40689.950000 sec): 3 clusters
  Score: Raw -2622978.811782 + Penalty 3254.448062 = -2619724.363719
  nChanged 380
		SP:Iteration 17Q (40690.210000 sec): 3 clusters
  Score: Raw -2623160.056558 + Penalty 3254.448062 = -2619905.608496
  nChanged 321
		SP:Iteration 18Q (40690.480000 sec): 3 clusters
  Score: Raw -2623315.191350 + Penalty 3254.448062 = -2620060.743288
  nChanged 274
		SP:Iteration 19Q (40690.790000 sec): 3 clusters
  Score: Raw -2623448.126601 + Penalty 3254.448062 = -2620193.678539
  nChanged 224
		SP:Iteration 20F (40691.080000 sec): 3 clusters
  Score: Raw -2623553.682469 + Penalty 3254.448062 = -2620299.234407
  nChanged 182
		SP:Iteration 21Q (40691.370000 sec): 3 clusters
  Score: Raw -2623638.975726 + Penalty 3254.448062 = -2620384.527664
  nChanged 162
		SP:Iteration 22Q (40691.650000 sec): 3 clusters
  Score: Raw -2623714.732082 + Penalty 3254.448062 = -2620460.284019
  nChanged 129
		SP:Iteration 23Q (40691.940000 sec): 3 clusters
  Score: Raw -2623774.653330 + Penalty 3254.448062 = -2620520.205268
  nChanged 114
		SP:Iteration 24Q (40692.170000 sec): 3 clusters
  Score: Raw -2623827.164052 + Penalty 3254.448062 = -2620572.715990
  nChanged 92
		SP:Iteration 25Q (40692.470000 sec): 3 clusters
  Score: Raw -2623870.517924 + Penalty 3254.448062 = -2620616.069862
  nChanged 84
		SP:Iteration 26Q (40692.690000 sec): 3 clusters
  Score: Raw -2623916.473658 + Penalty 3254.448062 = -2620662.025596
  nChanged 75
		SP:Iteration 27Q (40692.990000 sec): 3 clusters
  Score: Raw -2623957.523286 + Penalty 3254.448062 = -2620703.075224
  nChanged 72
		SP:Iteration 28Q (40693.260000 sec): 3 clusters
  Score: Raw -2623995.690971 + Penalty 3254.448062 = -2620741.242909
  nChanged 48
		SP:Iteration 29Q (40693.500000 sec): 3 clusters
  Score: Raw -2624022.947098 + Penalty 3254.448062 = -2620768.499036
  nChanged 44
		SP:Iteration 30Q (40693.780000 sec): 3 clusters
  Score: Raw -2624045.971937 + Penalty 3254.448062 = -2620791.523875
  nChanged 43
		SP:Iteration 31Q (40694.060000 sec): 3 clusters
  Score: Raw -2624061.202867 + Penalty 3254.448062 = -2620806.754805
  nChanged 22
		SP:Iteration 32Q (40694.330000 sec): 3 clusters
  Score: Raw -2624074.410154 + Penalty 3254.448062 = -2620819.962092
  nChanged 28
		SP:Iteration 33Q (40694.640000 sec): 3 clusters
  Score: Raw -2624090.695400 + Penalty 3254.448062 = -2620836.247338
  nChanged 33
		SP:Iteration 34Q (40694.910000 sec): 3 clusters
  Score: Raw -2624107.688744 + Penalty 3254.448062 = -2620853.240682
  nChanged 26
		SP:Iteration 35Q (40695.120000 sec): 3 clusters
  Score: Raw -2624121.105068 + Penalty 3254.448062 = -2620866.657006
  nChanged 23
		SP:Iteration 36Q (40695.370000 sec): 3 clusters
  Score: Raw -2624134.372239 + Penalty 3254.448062 = -2620879.924176
  nChanged 22
		SP:Iteration 37Q (40695.610000 sec): 3 clusters
  Score: Raw -2624145.009825 + Penalty 3254.448062 = -2620890.561763
  nChanged 17
		SP:Iteration 38Q (40695.850000 sec): 3 clusters
  Score: Raw -2624153.123175 + Penalty 3254.448062 = -2620898.675113
  nChanged 16
		SP:Iteration 39Q (40696.120000 sec): 3 clusters
  Score: Raw -2624162.641742 + Penalty 3254.448062 = -2620908.193680
  nChanged 18
		SP:Iteration 40F (40696.370000 sec): 3 clusters
  Score: Raw -2624171.973857 + Penalty 3254.448062 = -2620917.525795
  nChanged 11
		SP:Iteration 41Q (40696.590000 sec): 3 clusters
  Score: Raw -2624178.042317 + Penalty 3254.448062 = -2620923.594255
  nChanged 12
		SP:Iteration 42Q (40696.860000 sec): 3 clusters
  Score: Raw -2624182.814564 + Penalty 3254.448062 = -2620928.366502
  nChanged 6
		SP:Iteration 43Q (40697.090000 sec): 3 clusters
  Score: Raw -2624185.125336 + Penalty 3254.448062 = -2620930.677273
  nChanged 5
		SP:Iteration 44Q (40697.370000 sec): 3 clusters
  Score: Raw -2624187.708354 + Penalty 3254.448062 = -2620933.260292
  nChanged 7
		SP:Iteration 45Q (40697.630000 sec): 3 clusters
  Score: Raw -2624190.958239 + Penalty 3254.448062 = -2620936.510177
  nChanged 4
		SP:Iteration 46Q (40697.910000 sec): 3 clusters
  Score: Raw -2624193.372250 + Penalty 3254.448062 = -2620938.924188
  nChanged 4
		SP:Iteration 47Q (40698.160000 sec): 3 clusters
  Score: Raw -2624195.915827 + Penalty 3254.448062 = -2620941.467765
  nChanged 7
		SP:Iteration 48Q (40698.440000 sec): 3 clusters
  Score: Raw -2624200.738302 + Penalty 3254.448062 = -2620946.290240
  nChanged 9
		SP:Iteration 49Q (40698.670000 sec): 3 clusters
  Score: Raw -2624206.880343 + Penalty 3254.448062 = -2620952.432280
  nChanged 6
		SP:Iteration 50Q (40698.900000 sec): 3 clusters
  Score: Raw -2624209.797436 + Penalty 3254.448062 = -2620955.349374
  nChanged 6
		SP:Iteration 51Q (40699.150000 sec): 3 clusters
  Score: Raw -2624212.745313 + Penalty 3254.448062 = -2620958.297251
  nChanged 6
		SP:Iteration 52Q (40699.420000 sec): 3 clusters
  Score: Raw -2624215.238225 + Penalty 3254.448062 = -2620960.790163
  nChanged 1
		SP:Iteration 53Q (40699.680000 sec): 3 clusters
  Score: Raw -2624215.477884 + Penalty 3254.448062 = -2620961.029822
  nChanged 0
		SP:Iteration 54F (40699.920000 sec): 3 clusters
  Score: Raw -2624215.477884 + Penalty 3254.448062 = -2620961.029822
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40700.070000 sec): 2 clusters
  Score: Raw -806009.198608 + Penalty 1431.116906 = -804578.081702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40700.280000 sec): 3 clusters
  Score: Raw -802364.818706 + Penalty 2862.233812 = -799502.584894
  nChanged 2805
		SP:Iteration 1F (40700.460000 sec): 3 clusters
  Score: Raw -803995.051554 + Penalty 2862.233812 = -801132.817742
  nChanged 470
		SP:Iteration 2F (40700.640000 sec): 3 clusters
  Score: Raw -804284.002581 + Penalty 2862.233812 = -801421.768769
  nChanged 380
		SP:Iteration 3F (40700.850000 sec): 3 clusters
  Score: Raw -804523.164410 + Penalty 2862.233812 = -801660.930598
  nChanged 338
		SP:Iteration 4F (40701.040000 sec): 3 clusters
  Score: Raw -804700.546001 + Penalty 2862.233812 = -801838.312190
  nChanged 291
		SP:Iteration 5Q (40701.250000 sec): 3 clusters
  Score: Raw -804864.760893 + Penalty 2862.233812 = -802002.527082
  nChanged 284
		SP:Iteration 6Q (40701.420000 sec): 3 clusters
  Score: Raw -805016.331740 + Penalty 2862.233812 = -802154.097928
  nChanged 263
		SP:Iteration 7Q (40701.600000 sec): 3 clusters
  Score: Raw -805149.197833 + Penalty 2862.233812 = -802286.964021
  nChanged 234
		SP:Iteration 8Q (40701.810000 sec): 3 clusters
  Score: Raw -805264.415023 + Penalty 2862.233812 = -802402.181211
  nChanged 186
		SP:Iteration 9Q (40702.010000 sec): 3 clusters
  Score: Raw -805354.230154 + Penalty 2862.233812 = -802491.996342
  nChanged 170
		SP:Iteration 10Q (40702.200000 sec): 3 clusters
  Score: Raw -805424.940412 + Penalty 2862.233812 = -802562.706600
  nChanged 134
		SP:Iteration 11Q (40702.390000 sec): 3 clusters
  Score: Raw -805474.945372 + Penalty 2862.233812 = -802612.711560
  nChanged 102
		SP:Iteration 12Q (40702.590000 sec): 3 clusters
  Score: Raw -805511.123533 + Penalty 2862.233812 = -802648.889721
  nChanged 76
		SP:Iteration 13Q (40702.770000 sec): 3 clusters
  Score: Raw -805537.874267 + Penalty 2862.233812 = -802675.640455
  nChanged 70
		SP:Iteration 14Q (40702.950000 sec): 3 clusters
  Score: Raw -805561.095985 + Penalty 2862.233812 = -802698.862173
  nChanged 68
		SP:Iteration 15Q (40703.190000 sec): 3 clusters
  Score: Raw -805578.843503 + Penalty 2862.233812 = -802716.609691
  nChanged 58
		SP:Iteration 16Q (40703.390000 sec): 3 clusters
  Score: Raw -805598.713695 + Penalty 2862.233812 = -802736.479883
  nChanged 63
		SP:Iteration 17Q (40703.550000 sec): 3 clusters
  Score: Raw -805618.776175 + Penalty 2862.233812 = -802756.542363
  nChanged 52
		SP:Iteration 18Q (40703.780000 sec): 3 clusters
  Score: Raw -805637.140562 + Penalty 2862.233812 = -802774.906750
  nChanged 48
		SP:Iteration 19Q (40704.000000 sec): 3 clusters
  Score: Raw -805649.798538 + Penalty 2862.233812 = -802787.564726
  nChanged 44
		SP:Iteration 20F (40704.180000 sec): 3 clusters
  Score: Raw -805661.375878 + Penalty 2862.233812 = -802799.142067
  nChanged 38
		SP:Iteration 21Q (40704.390000 sec): 3 clusters
  Score: Raw -805675.410345 + Penalty 2862.233812 = -802813.176534
  nChanged 46
		SP:Iteration 22Q (40704.610000 sec): 3 clusters
  Score: Raw -805686.756250 + Penalty 2862.233812 = -802824.522438
  nChanged 39
		SP:Iteration 23Q (40704.810000 sec): 3 clusters
  Score: Raw -805698.613248 + Penalty 2862.233812 = -802836.379436
  nChanged 36
		SP:Iteration 24Q (40705.000000 sec): 3 clusters
  Score: Raw -805708.506586 + Penalty 2862.233812 = -802846.272775
  nChanged 36
		SP:Iteration 25Q (40705.240000 sec): 3 clusters
  Score: Raw -805716.563794 + Penalty 2862.233812 = -802854.329983
  nChanged 31
		SP:Iteration 26Q (40705.420000 sec): 3 clusters
  Score: Raw -805723.304050 + Penalty 2862.233812 = -802861.070239
  nChanged 19
		SP:Iteration 27Q (40705.620000 sec): 3 clusters
  Score: Raw -805726.708167 + Penalty 2862.233812 = -802864.474355
  nChanged 15
		SP:Iteration 28Q (40705.790000 sec): 3 clusters
  Score: Raw -805732.324658 + Penalty 2862.233812 = -802870.090847
  nChanged 26
		SP:Iteration 29Q (40706.000000 sec): 3 clusters
  Score: Raw -805744.786939 + Penalty 2862.233812 = -802882.553127
  nChanged 34
		SP:Iteration 30Q (40706.190000 sec): 3 clusters
  Score: Raw -805760.680870 + Penalty 2862.233812 = -802898.447058
  nChanged 44
		SP:Iteration 31Q (40706.420000 sec): 3 clusters
  Score: Raw -805777.691105 + Penalty 2862.233812 = -802915.457293
  nChanged 52
		SP:Iteration 32Q (40706.590000 sec): 3 clusters
  Score: Raw -805800.341053 + Penalty 2862.233812 = -802938.107242
  nChanged 55
		SP:Iteration 33Q (40706.770000 sec): 3 clusters
  Score: Raw -805828.744532 + Penalty 2862.233812 = -802966.510721
  nChanged 70
		SP:Iteration 34Q (40706.960000 sec): 3 clusters
  Score: Raw -805865.234421 + Penalty 2862.233812 = -803003.000609
  nChanged 79
		SP:Iteration 35Q (40707.180000 sec): 3 clusters
  Score: Raw -805906.436638 + Penalty 2862.233812 = -803044.202827
  nChanged 71
		SP:Iteration 36Q (40707.320000 sec): 3 clusters
  Score: Raw -805943.794645 + Penalty 2862.233812 = -803081.560833
  nChanged 76
		SP:Iteration 37Q (40707.550000 sec): 3 clusters
  Score: Raw -805974.630269 + Penalty 2862.233812 = -803112.396457
  nChanged 60
		SP:Iteration 38Q (40707.720000 sec): 3 clusters
  Score: Raw -805995.838925 + Penalty 2862.233812 = -803133.605114
  nChanged 53
		SP:Iteration 39Q (40707.920000 sec): 3 clusters
  Score: Raw -806013.094593 + Penalty 2862.233812 = -803150.860781
  nChanged 45
		SP:Iteration 40F (40708.140000 sec): 3 clusters
  Score: Raw -806030.035673 + Penalty 2862.233812 = -803167.801861
  nChanged 56
		SP:Iteration 41Q (40708.310000 sec): 3 clusters
  Score: Raw -806049.695431 + Penalty 2862.233812 = -803187.461620
  nChanged 50
		SP:Iteration 42Q (40708.530000 sec): 3 clusters
  Score: Raw -806062.840384 + Penalty 2862.233812 = -803200.606573
  nChanged 32
		SP:Iteration 43Q (40708.690000 sec): 3 clusters
  Score: Raw -806069.369100 + Penalty 2862.233812 = -803207.135288
  nChanged 19
		SP:Iteration 44Q (40708.900000 sec): 3 clusters
  Score: Raw -806073.391286 + Penalty 2862.233812 = -803211.157474
  nChanged 15
		SP:Iteration 45Q (40709.090000 sec): 3 clusters
  Score: Raw -806076.480273 + Penalty 2862.233812 = -803214.246461
  nChanged 13
		SP:Iteration 46Q (40709.290000 sec): 3 clusters
  Score: Raw -806079.233564 + Penalty 2862.233812 = -803216.999753
  nChanged 9
		SP:Iteration 47Q (40709.520000 sec): 3 clusters
  Score: Raw -806081.144123 + Penalty 2862.233812 = -803218.910312
  nChanged 5
		SP:Iteration 48Q (40709.670000 sec): 3 clusters
  Score: Raw -806082.137800 + Penalty 2862.233812 = -803219.903988
  nChanged 6
		SP:Iteration 49Q (40709.880000 sec): 3 clusters
  Score: Raw -806083.174644 + Penalty 2862.233812 = -803220.940832
  nChanged 6
		SP:Iteration 50Q (40710.050000 sec): 3 clusters
  Score: Raw -806084.567763 + Penalty 2862.233812 = -803222.333951
  nChanged 5
		SP:Iteration 51Q (40710.280000 sec): 3 clusters
  Score: Raw -806085.121805 + Penalty 2862.233812 = -803222.887993
  nChanged 6
		SP:Iteration 52Q (40710.480000 sec): 3 clusters
  Score: Raw -806086.253982 + Penalty 2862.233812 = -803224.020170
  nChanged 8
		SP:Iteration 53Q (40710.630000 sec): 3 clusters
  Score: Raw -806087.603327 + Penalty 2862.233812 = -803225.369515
  nChanged 7
		SP:Iteration 54Q (40710.850000 sec): 3 clusters
  Score: Raw -806088.638686 + Penalty 2862.233812 = -803226.404874
  nChanged 4
		SP:Iteration 55Q (40711.050000 sec): 3 clusters
  Score: Raw -806089.342972 + Penalty 2862.233812 = -803227.109160
  nChanged 4
		SP:Iteration 56Q (40711.230000 sec): 3 clusters
  Score: Raw -806090.416734 + Penalty 2862.233812 = -803228.182923
  nChanged 3
		SP:Iteration 57Q (40711.440000 sec): 3 clusters
  Score: Raw -806090.924579 + Penalty 2862.233812 = -803228.690767
  nChanged 6
		SP:Iteration 58Q (40711.650000 sec): 3 clusters
  Score: Raw -806092.175120 + Penalty 2862.233812 = -803229.941309
  nChanged 10
		SP:Iteration 59Q (40711.860000 sec): 3 clusters
  Score: Raw -806093.782060 + Penalty 2862.233812 = -803231.548248
  nChanged 7
		SP:Iteration 60F (40712.000000 sec): 3 clusters
  Score: Raw -806095.258618 + Penalty 2862.233812 = -803233.024806
  nChanged 6
		SP:Iteration 61Q (40712.220000 sec): 3 clusters
  Score: Raw -806096.345690 + Penalty 2862.233812 = -803234.111879
  nChanged 4
		SP:Iteration 62Q (40712.470000 sec): 3 clusters
  Score: Raw -806096.772068 + Penalty 2862.233812 = -803234.538256
  nChanged 1
		SP:Iteration 63Q (40712.660000 sec): 3 clusters
  Score: Raw -806096.930327 + Penalty 2862.233812 = -803234.696515
  nChanged 2
		SP:Iteration 64Q (40712.850000 sec): 3 clusters
  Score: Raw -806097.451626 + Penalty 2862.233812 = -803235.217814
  nChanged 6
		SP:Iteration 65Q (40713.050000 sec): 3 clusters
  Score: Raw -806098.476892 + Penalty 2862.233812 = -803236.243080
  nChanged 5
		SP:Iteration 66Q (40713.220000 sec): 3 clusters
  Score: Raw -806099.431511 + Penalty 2862.233812 = -803237.197699
  nChanged 4
		SP:Iteration 67Q (40713.380000 sec): 3 clusters
  Score: Raw -806100.829423 + Penalty 2862.233812 = -803238.595612
  nChanged 5
		SP:Iteration 68Q (40713.610000 sec): 3 clusters
  Score: Raw -806101.779927 + Penalty 2862.233812 = -803239.546115
  nChanged 6
		SP:Iteration 69Q (40713.800000 sec): 3 clusters
  Score: Raw -806102.909762 + Penalty 2862.233812 = -803240.675951
  nChanged 6
		SP:Iteration 70Q (40714.010000 sec): 3 clusters
  Score: Raw -806103.808851 + Penalty 2862.233812 = -803241.575039
  nChanged 4
		SP:Iteration 71Q (40714.210000 sec): 3 clusters
  Score: Raw -806105.022358 + Penalty 2862.233812 = -803242.788546
  nChanged 3
		SP:Iteration 72Q (40714.390000 sec): 3 clusters
  Score: Raw -806105.437791 + Penalty 2862.233812 = -803243.203979
  nChanged 3
		SP:Iteration 73Q (40714.570000 sec): 3 clusters
  Score: Raw -806105.644600 + Penalty 2862.233812 = -803243.410788
  nChanged 1
		SP:Iteration 74Q (40714.790000 sec): 3 clusters
  Score: Raw -806105.790295 + Penalty 2862.233812 = -803243.556484
  nChanged 1
		SP:Iteration 75Q (40714.970000 sec): 3 clusters
  Score: Raw -806106.108376 + Penalty 2862.233812 = -803243.874564
  nChanged 1
		SP:Iteration 76Q (40715.170000 sec): 3 clusters
  Score: Raw -806106.280365 + Penalty 2862.233812 = -803244.046554
  nChanged 0
		SP:Iteration 77F (40715.380000 sec): 3 clusters
  Score: Raw -806106.280365 + Penalty 2862.233812 = -803244.046554
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40715.490000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40715.650000 sec): 3 clusters
  Score: Raw -62415.243672 + Penalty 2044.759970 = -60370.483702
  nChanged 133
		SP:Iteration 1F (40715.790000 sec): 3 clusters
  Score: Raw -62600.290344 + Penalty 2044.759970 = -60555.530374
  nChanged 39
		SP:Iteration 2F (40715.990000 sec): 3 clusters
  Score: Raw -62678.851723 + Penalty 2044.759970 = -60634.091753
  nChanged 24
		SP:Iteration 3Q (40716.140000 sec): 3 clusters
  Score: Raw -62717.417448 + Penalty 2044.759970 = -60672.657478
  nChanged 17
		SP:Iteration 4Q (40716.290000 sec): 3 clusters
  Score: Raw -62746.636894 + Penalty 2044.759970 = -60701.876924
  nChanged 11
		SP:Iteration 5Q (40716.440000 sec): 3 clusters
  Score: Raw -62765.055652 + Penalty 2044.759970 = -60720.295682
  nChanged 8
		SP:Iteration 6Q (40716.600000 sec): 3 clusters
  Score: Raw -62777.453951 + Penalty 2044.759970 = -60732.693981
  nChanged 3
		SP:Iteration 7Q (40716.830000 sec): 3 clusters
  Score: Raw -62780.482140 + Penalty 2044.759970 = -60735.722170
  nChanged 1
		SP:Iteration 8Q (40716.970000 sec): 3 clusters
  Score: Raw -62784.474396 + Penalty 2044.759970 = -60739.714426
  nChanged 0
		SP:Iteration 9F (40717.150000 sec): 3 clusters
  Score: Raw -62784.474396 + Penalty 2044.759970 = -60739.714426
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40717.290000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40717.480000 sec): 3 clusters
  Score: Raw -65316.283304 + Penalty 2093.307626 = -63222.975678
  nChanged 175
		SP:Iteration 1F (40717.660000 sec): 3 clusters
  Score: Raw -65641.402603 + Penalty 2093.307626 = -63548.094977
  nChanged 65
		SP:Iteration 2F (40717.780000 sec): 3 clusters
  Score: Raw -65857.432118 + Penalty 2093.307626 = -63764.124492
  nChanged 52
		SP:Iteration 3F (40718.000000 sec): 3 clusters
  Score: Raw -66000.576074 + Penalty 2093.307626 = -63907.268448
  nChanged 29
		SP:Iteration 4Q (40718.150000 sec): 3 clusters
  Score: Raw -66079.163511 + Penalty 2093.307626 = -63985.855886
  nChanged 20
		SP:Iteration 5Q (40718.330000 sec): 3 clusters
  Score: Raw -66116.648073 + Penalty 2093.307626 = -64023.340448
  nChanged 15
		SP:Iteration 6Q (40718.510000 sec): 3 clusters
  Score: Raw -66161.554704 + Penalty 2093.307626 = -64068.247078
  nChanged 16
		SP:Iteration 7Q (40718.660000 sec): 3 clusters
  Score: Raw -66228.236145 + Penalty 2093.307626 = -64134.928520
  nChanged 14
		SP:Iteration 8Q (40718.840000 sec): 3 clusters
  Score: Raw -66294.219762 + Penalty 2093.307626 = -64200.912136
  nChanged 6
		SP:Iteration 9Q (40718.990000 sec): 3 clusters
  Score: Raw -66318.762892 + Penalty 2093.307626 = -64225.455266
  nChanged 2
		SP:Iteration 10Q (40719.170000 sec): 3 clusters
  Score: Raw -66321.893185 + Penalty 2093.307626 = -64228.585559
  nChanged 2
		SP:Iteration 11Q (40719.360000 sec): 3 clusters
  Score: Raw -66324.017576 + Penalty 2093.307626 = -64230.709950
  nChanged 0
		SP:Iteration 12F (40719.570000 sec): 3 clusters
  Score: Raw -66324.017576 + Penalty 2093.307626 = -64230.709950
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (361355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40721.110000 sec): 2 clusters
  Score: Raw -43259820.809439 + Penalty 2079.612622 = -43257741.196818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40722.650000 sec): 3 clusters
  Score: Raw -43017171.982573 + Penalty 4159.225243 = -43013012.757330
  nChanged 176760
		SP:Iteration 1F (40724.340000 sec): 3 clusters
  Score: Raw -43128348.604603 + Penalty 4159.225243 = -43124189.379360
  nChanged 15489
		SP:Iteration 2Q (40726.040000 sec): 3 clusters
  Score: Raw -43133948.430826 + Penalty 4159.225243 = -43129789.205583
  nChanged 19729
		SP:Iteration 3F (40727.730000 sec): 3 clusters
  Score: Raw -43143247.397349 + Penalty 4159.225243 = -43139088.172106
  nChanged 24118
		SP:Iteration 4F (40729.480000 sec): 3 clusters
  Score: Raw -43157247.623504 + Penalty 4159.225243 = -43153088.398260
  nChanged 26780
		SP:Iteration 5F (40731.270000 sec): 3 clusters
  Score: Raw -43175241.347378 + Penalty 4159.225243 = -43171082.122135
  nChanged 26485
		SP:Iteration 6F (40732.850000 sec): 3 clusters
  Score: Raw -43195229.583593 + Penalty 4159.225243 = -43191070.358349
  nChanged 23556
		SP:Iteration 7F (40734.590000 sec): 3 clusters
  Score: Raw -43215098.059584 + Penalty 4159.225243 = -43210938.834340
  nChanged 19121
		SP:Iteration 8F (40736.340000 sec): 3 clusters
  Score: Raw -43232986.368112 + Penalty 4159.225243 = -43228827.142868
  nChanged 12884
		SP:Iteration 9Q (40738.050000 sec): 3 clusters
  Score: Raw -43245662.793649 + Penalty 4159.225243 = -43241503.568406
  nChanged 7038
		SP:Iteration 10Q (40739.810000 sec): 3 clusters
  Score: Raw -43252804.154745 + Penalty 4159.225243 = -43248644.929502
  nChanged 3951
		SP:Iteration 11Q (40741.310000 sec): 3 clusters
  Score: Raw -43256327.614984 + Penalty 4159.225243 = -43252168.389741
  nChanged 2365
		SP:Iteration 12Q (40742.840000 sec): 3 clusters
  Score: Raw -43257854.937521 + Penalty 4159.225243 = -43253695.712278
  nChanged 1496
		SP:Iteration 13Q (40744.500000 sec): 3 clusters
  Score: Raw -43258627.824218 + Penalty 4159.225243 = -43254468.598975
  nChanged 1064
		SP:Iteration 14Q (40746.170000 sec): 3 clusters
  Score: Raw -43259127.466934 + Penalty 4159.225243 = -43254968.241691
  nChanged 835
		SP:Iteration 15Q (40747.610000 sec): 3 clusters
  Score: Raw -43259454.447562 + Penalty 4159.225243 = -43255295.222319
  nChanged 655
		SP:Iteration 16Q (40748.940000 sec): 3 clusters
  Score: Raw -43259664.685445 + Penalty 4159.225243 = -43255505.460202
  nChanged 562
		SP:Iteration 17Q (40750.570000 sec): 3 clusters
  Score: Raw -43259822.961671 + Penalty 4159.225243 = -43255663.736427
  nChanged 476
		SP:Iteration 18Q (40752.250000 sec): 3 clusters
  Score: Raw -43259943.021252 + Penalty 4159.225243 = -43255783.796008
  nChanged 405
		SP:Iteration 19Q (40753.830000 sec): 3 clusters
  Score: Raw -43260042.771714 + Penalty 4159.225243 = -43255883.546470
  nChanged 355
		SP:Iteration 20F (40755.510000 sec): 3 clusters
  Score: Raw -43260131.432020 + Penalty 4159.225243 = -43255972.206776
  nChanged 321
		SP:Iteration 21Q (40757.050000 sec): 3 clusters
  Score: Raw -43260201.919549 + Penalty 4159.225243 = -43256042.694306
  nChanged 270
		SP:Iteration 22Q (40758.550000 sec): 3 clusters
  Score: Raw -43260261.937006 + Penalty 4159.225243 = -43256102.711762
  nChanged 253
		SP:Iteration 23Q (40760.270000 sec): 3 clusters
  Score: Raw -43260315.320424 + Penalty 4159.225243 = -43256156.095181
  nChanged 203
		SP:Iteration 24Q (40761.640000 sec): 3 clusters
  Score: Raw -43260353.757437 + Penalty 4159.225243 = -43256194.532194
  nChanged 177
		SP:Iteration 25Q (40763.040000 sec): 3 clusters
  Score: Raw -43260387.428524 + Penalty 4159.225243 = -43256228.203280
  nChanged 149
		SP:Iteration 26Q (40764.690000 sec): 3 clusters
  Score: Raw -43260413.434154 + Penalty 4159.225243 = -43256254.208911
  nChanged 132
		SP:Iteration 27Q (40766.480000 sec): 3 clusters
  Score: Raw -43260434.694807 + Penalty 4159.225243 = -43256275.469564
  nChanged 116
		SP:Iteration 28Q (40768.060000 sec): 3 clusters
  Score: Raw -43260451.028380 + Penalty 4159.225243 = -43256291.803136
  nChanged 102
		SP:Iteration 29Q (40769.440000 sec): 3 clusters
  Score: Raw -43260465.674252 + Penalty 4159.225243 = -43256306.449009
  nChanged 98
		SP:Iteration 30Q (40770.810000 sec): 3 clusters
  Score: Raw -43260478.270167 + Penalty 4159.225243 = -43256319.044923
  nChanged 76
		SP:Iteration 31Q (40772.140000 sec): 3 clusters
  Score: Raw -43260491.320834 + Penalty 4159.225243 = -43256332.095590
  nChanged 86
		SP:Iteration 32Q (40773.730000 sec): 3 clusters
  Score: Raw -43260506.269131 + Penalty 4159.225243 = -43256347.043888
  nChanged 77
		SP:Iteration 33Q (40775.020000 sec): 3 clusters
  Score: Raw -43260517.305461 + Penalty 4159.225243 = -43256358.080218
  nChanged 66
		SP:Iteration 34Q (40776.530000 sec): 3 clusters
  Score: Raw -43260525.126034 + Penalty 4159.225243 = -43256365.900791
  nChanged 56
		SP:Iteration 35Q (40778.290000 sec): 3 clusters
  Score: Raw -43260532.874952 + Penalty 4159.225243 = -43256373.649709
  nChanged 57
		SP:Iteration 36Q (40780.000000 sec): 3 clusters
  Score: Raw -43260542.401404 + Penalty 4159.225243 = -43256383.176160
  nChanged 59
		SP:Iteration 37Q (40781.510000 sec): 3 clusters
  Score: Raw -43260550.613452 + Penalty 4159.225243 = -43256391.388209
  nChanged 44
		SP:Iteration 38Q (40782.800000 sec): 3 clusters
  Score: Raw -43260557.328027 + Penalty 4159.225243 = -43256398.102783
  nChanged 33
		SP:Iteration 39Q (40784.180000 sec): 3 clusters
  Score: Raw -43260561.252943 + Penalty 4159.225243 = -43256402.027700
  nChanged 29
		SP:Iteration 40F (40785.890000 sec): 3 clusters
  Score: Raw -43260565.661737 + Penalty 4159.225243 = -43256406.436493
  nChanged 27
		SP:Iteration 41Q (40787.460000 sec): 3 clusters
  Score: Raw -43260569.925570 + Penalty 4159.225243 = -43256410.700326
  nChanged 29
		SP:Iteration 42Q (40789.240000 sec): 3 clusters
  Score: Raw -43260575.266551 + Penalty 4159.225243 = -43256416.041308
  nChanged 35
		SP:Iteration 43Q (40790.610000 sec): 3 clusters
  Score: Raw -43260580.095141 + Penalty 4159.225243 = -43256420.869897
  nChanged 35
		SP:Iteration 44Q (40792.390000 sec): 3 clusters
  Score: Raw -43260584.598030 + Penalty 4159.225243 = -43256425.372787
  nChanged 28
		SP:Iteration 45Q (40794.330000 sec): 3 clusters
  Score: Raw -43260588.710203 + Penalty 4159.225243 = -43256429.484959
  nChanged 25
		SP:Iteration 46Q (40796.020000 sec): 3 clusters
  Score: Raw -43260591.556797 + Penalty 4159.225243 = -43256432.331553
  nChanged 20
		SP:Iteration 47Q (40797.530000 sec): 3 clusters
  Score: Raw -43260593.519723 + Penalty 4159.225243 = -43256434.294480
  nChanged 16
		SP:Iteration 48Q (40799.100000 sec): 3 clusters
  Score: Raw -43260595.090232 + Penalty 4159.225243 = -43256435.864988
  nChanged 7
		SP:Iteration 49Q (40800.710000 sec): 3 clusters
  Score: Raw -43260595.568423 + Penalty 4159.225243 = -43256436.343180
  nChanged 4
		SP:Iteration 50Q (40802.390000 sec): 3 clusters
  Score: Raw -43260596.096394 + Penalty 4159.225243 = -43256436.871151
  nChanged 10
		SP:Iteration 51Q (40803.930000 sec): 3 clusters
  Score: Raw -43260597.427182 + Penalty 4159.225243 = -43256438.201938
  nChanged 15
		SP:Iteration 52Q (40805.240000 sec): 3 clusters
  Score: Raw -43260599.585621 + Penalty 4159.225243 = -43256440.360378
  nChanged 16
		SP:Iteration 53Q (40806.850000 sec): 3 clusters
  Score: Raw -43260601.895285 + Penalty 4159.225243 = -43256442.670042
  nChanged 17
		SP:Iteration 54Q (40808.720000 sec): 3 clusters
  Score: Raw -43260603.551124 + Penalty 4159.225243 = -43256444.325881
  nChanged 13
		SP:Iteration 55Q (40810.300000 sec): 3 clusters
  Score: Raw -43260604.811675 + Penalty 4159.225243 = -43256445.586432
  nChanged 10
		SP:Iteration 56Q (40811.720000 sec): 3 clusters
  Score: Raw -43260605.790888 + Penalty 4159.225243 = -43256446.565645
  nChanged 7
		SP:Iteration 57Q (40813.330000 sec): 3 clusters
  Score: Raw -43260606.401791 + Penalty 4159.225243 = -43256447.176547
  nChanged 9
		SP:Iteration 58Q (40815.060000 sec): 3 clusters
  Score: Raw -43260607.644004 + Penalty 4159.225243 = -43256448.418760
  nChanged 15
		SP:Iteration 59Q (40816.770000 sec): 3 clusters
  Score: Raw -43260609.464929 + Penalty 4159.225243 = -43256450.239686
  nChanged 13
		SP:Iteration 60F (40818.380000 sec): 3 clusters
  Score: Raw -43260610.948199 + Penalty 4159.225243 = -43256451.722955
  nChanged 9
		SP:Iteration 61Q (40820.050000 sec): 3 clusters
  Score: Raw -43260612.003171 + Penalty 4159.225243 = -43256452.777928
  nChanged 9
		SP:Iteration 62Q (40821.630000 sec): 3 clusters
  Score: Raw -43260613.088212 + Penalty 4159.225243 = -43256453.862968
  nChanged 7
		SP:Iteration 63Q (40823.190000 sec): 3 clusters
  Score: Raw -43260613.833846 + Penalty 4159.225243 = -43256454.608603
  nChanged 8
		SP:Iteration 64Q (40824.750000 sec): 3 clusters
  Score: Raw -43260615.088296 + Penalty 4159.225243 = -43256455.863053
  nChanged 7
		SP:Iteration 65Q (40826.120000 sec): 3 clusters
  Score: Raw -43260615.778973 + Penalty 4159.225243 = -43256456.553730
  nChanged 5
		SP:Iteration 66Q (40827.630000 sec): 3 clusters
  Score: Raw -43260616.116833 + Penalty 4159.225243 = -43256456.891590
  nChanged 1
		SP:Iteration 67Q (40829.200000 sec): 3 clusters
  Score: Raw -43260616.289051 + Penalty 4159.225243 = -43256457.063807
  nChanged 4
		SP:Iteration 68Q (40830.990000 sec): 3 clusters
  Score: Raw -43260616.812662 + Penalty 4159.225243 = -43256457.587419
  nChanged 4
		SP:Iteration 69Q (40832.390000 sec): 3 clusters
  Score: Raw -43260617.106607 + Penalty 4159.225243 = -43256457.881364
  nChanged 3
		SP:Iteration 70Q (40833.810000 sec): 3 clusters
  Score: Raw -43260617.316903 + Penalty 4159.225243 = -43256458.091659
  nChanged 2
		SP:Iteration 71Q (40835.560000 sec): 3 clusters
  Score: Raw -43260617.587705 + Penalty 4159.225243 = -43256458.362461
  nChanged 7
		SP:Iteration 72Q (40837.160000 sec): 3 clusters
  Score: Raw -43260618.312933 + Penalty 4159.225243 = -43256459.087689
  nChanged 4
		SP:Iteration 73Q (40838.650000 sec): 3 clusters
  Score: Raw -43260618.612867 + Penalty 4159.225243 = -43256459.387624
  nChanged 4
		SP:Iteration 74Q (40840.010000 sec): 3 clusters
  Score: Raw -43260618.894878 + Penalty 4159.225243 = -43256459.669634
  nChanged 1
		SP:Iteration 75Q (40841.460000 sec): 3 clusters
  Score: Raw -43260618.945078 + Penalty 4159.225243 = -43256459.719835
  nChanged 1
		SP:Iteration 76Q (40843.140000 sec): 3 clusters
  Score: Raw -43260618.984653 + Penalty 4159.225243 = -43256459.759410
  nChanged 0
		SP:Iteration 77F (40845.210000 sec): 3 clusters
  Score: Raw -43260618.984653 + Penalty 4159.225243 = -43256459.759410
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40845.430000 sec): 2 clusters
  Score: Raw -123795.112964 + Penalty 1126.997697 = -122668.115266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40845.600000 sec): 3 clusters
  Score: Raw -123501.983753 + Penalty 2253.995395 = -121247.988358
  nChanged 339
		SP:Iteration 1F (40845.800000 sec): 3 clusters
  Score: Raw -123803.418755 + Penalty 2253.995395 = -121549.423360
  nChanged 81
		SP:Iteration 2F (40846.010000 sec): 3 clusters
  Score: Raw -123900.494611 + Penalty 2253.995395 = -121646.499216
  nChanged 63
		SP:Iteration 3F (40846.150000 sec): 3 clusters
  Score: Raw -124000.066049 + Penalty 2253.995395 = -121746.070654
  nChanged 61
		SP:Iteration 4F (40846.270000 sec): 3 clusters
  Score: Raw -124099.472585 + Penalty 2253.995395 = -121845.477190
  nChanged 51
		SP:Iteration 5Q (40846.450000 sec): 3 clusters
  Score: Raw -124213.322145 + Penalty 2253.995395 = -121959.326750
  nChanged 43
		SP:Iteration 6Q (40846.640000 sec): 3 clusters
  Score: Raw -124296.068670 + Penalty 2253.995395 = -122042.073275
  nChanged 29
		SP:Iteration 7Q (40846.810000 sec): 3 clusters
  Score: Raw -124346.512034 + Penalty 2253.995395 = -122092.516639
  nChanged 15
		SP:Iteration 8Q (40846.960000 sec): 3 clusters
  Score: Raw -124384.609912 + Penalty 2253.995395 = -122130.614517
  nChanged 12
		SP:Iteration 9Q (40847.100000 sec): 3 clusters
  Score: Raw -124402.354607 + Penalty 2253.995395 = -122148.359212
  nChanged 8
		SP:Iteration 10Q (40847.280000 sec): 3 clusters
  Score: Raw -124416.030104 + Penalty 2253.995395 = -122162.034709
  nChanged 7
		SP:Iteration 11Q (40847.420000 sec): 3 clusters
  Score: Raw -124425.881143 + Penalty 2253.995395 = -122171.885748
  nChanged 7
		SP:Iteration 12Q (40847.590000 sec): 3 clusters
  Score: Raw -124432.436829 + Penalty 2253.995395 = -122178.441434
  nChanged 1
		SP:Iteration 13Q (40847.750000 sec): 3 clusters
  Score: Raw -124432.984498 + Penalty 2253.995395 = -122178.989103
  nChanged 1
		SP:Iteration 14Q (40847.930000 sec): 3 clusters
  Score: Raw -124433.398973 + Penalty 2253.995395 = -122179.403579
  nChanged 1
		SP:Iteration 15Q (40848.110000 sec): 3 clusters
  Score: Raw -124434.445405 + Penalty 2253.995395 = -122180.450010
  nChanged 1
		SP:Iteration 16Q (40848.300000 sec): 3 clusters
  Score: Raw -124434.986491 + Penalty 2253.995395 = -122180.991096
  nChanged 1
		SP:Iteration 17Q (40848.490000 sec): 3 clusters
  Score: Raw -124436.140889 + Penalty 2253.995395 = -122182.145494
  nChanged 3
		SP:Iteration 18Q (40848.650000 sec): 3 clusters
  Score: Raw -124438.924510 + Penalty 2253.995395 = -122184.929115
  nChanged 5
		SP:Iteration 19Q (40848.820000 sec): 3 clusters
  Score: Raw -124443.847725 + Penalty 2253.995395 = -122189.852330
  nChanged 6
		SP:Iteration 20F (40849.000000 sec): 3 clusters
  Score: Raw -124450.104818 + Penalty 2253.995395 = -122196.109423
  nChanged 6
		SP:Iteration 21Q (40849.150000 sec): 3 clusters
  Score: Raw -124458.513244 + Penalty 2253.995395 = -122204.517849
  nChanged 7
		SP:Iteration 22Q (40849.310000 sec): 3 clusters
  Score: Raw -124469.736149 + Penalty 2253.995395 = -122215.740754
  nChanged 8
		SP:Iteration 23Q (40849.480000 sec): 3 clusters
  Score: Raw -124487.246453 + Penalty 2253.995395 = -122233.251058
  nChanged 10
		SP:Iteration 24Q (40849.680000 sec): 3 clusters
  Score: Raw -124502.159533 + Penalty 2253.995395 = -122248.164138
  nChanged 7
		SP:Iteration 25Q (40849.810000 sec): 3 clusters
  Score: Raw -124508.936136 + Penalty 2253.995395 = -122254.940741
  nChanged 4
		SP:Iteration 26Q (40849.980000 sec): 3 clusters
  Score: Raw -124512.009993 + Penalty 2253.995395 = -122258.014598
  nChanged 0
		SP:Iteration 27F (40850.130000 sec): 3 clusters
  Score: Raw -124512.009993 + Penalty 2253.995395 = -122258.014598
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40850.380000 sec): 2 clusters
  Score: Raw -3556301.792386 + Penalty 1670.539731 = -3554631.252655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40850.710000 sec): 3 clusters
  Score: Raw -3538427.531996 + Penalty 3341.079461 = -3535086.452535
  nChanged 13377
		SP:Iteration 1F (40850.990000 sec): 3 clusters
  Score: Raw -3545786.738255 + Penalty 3341.079461 = -3542445.658794
  nChanged 1374
		SP:Iteration 2Q (40851.310000 sec): 3 clusters
  Score: Raw -3546251.305810 + Penalty 3341.079461 = -3542910.226349
  nChanged 1265
		SP:Iteration 3Q (40851.600000 sec): 3 clusters
  Score: Raw -3546694.613971 + Penalty 3341.079461 = -3543353.534510
  nChanged 1236
		SP:Iteration 4Q (40851.920000 sec): 3 clusters
  Score: Raw -3547171.787565 + Penalty 3341.079461 = -3543830.708104
  nChanged 1261
		SP:Iteration 5Q (40852.200000 sec): 3 clusters
  Score: Raw -3547746.093988 + Penalty 3341.079461 = -3544405.014527
  nChanged 1304
		SP:Iteration 6Q (40852.450000 sec): 3 clusters
  Score: Raw -3548392.032945 + Penalty 3341.079461 = -3545050.953483
  nChanged 1331
		SP:Iteration 7Q (40852.770000 sec): 3 clusters
  Score: Raw -3549086.770784 + Penalty 3341.079461 = -3545745.691322
  nChanged 1402
		SP:Iteration 8Q (40853.070000 sec): 3 clusters
  Score: Raw -3549915.870379 + Penalty 3341.079461 = -3546574.790917
  nChanged 1490
		SP:Iteration 9F (40853.370000 sec): 3 clusters
  Score: Raw -3550934.535954 + Penalty 3341.079461 = -3547593.456493
  nChanged 1588
		SP:Iteration 10F (40853.670000 sec): 3 clusters
  Score: Raw -3552081.903074 + Penalty 3341.079461 = -3548740.823613
  nChanged 1470
		SP:Iteration 11F (40853.910000 sec): 3 clusters
  Score: Raw -3553164.672993 + Penalty 3341.079461 = -3549823.593532
  nChanged 1311
		SP:Iteration 12Q (40854.230000 sec): 3 clusters
  Score: Raw -3554188.280089 + Penalty 3341.079461 = -3550847.200628
  nChanged 1045
		SP:Iteration 13Q (40854.530000 sec): 3 clusters
  Score: Raw -3554993.737362 + Penalty 3341.079461 = -3551652.657901
  nChanged 776
		SP:Iteration 14Q (40854.830000 sec): 3 clusters
  Score: Raw -3555562.162321 + Penalty 3341.079461 = -3552221.082860
  nChanged 521
		SP:Iteration 15Q (40855.110000 sec): 3 clusters
  Score: Raw -3555950.655046 + Penalty 3341.079461 = -3552609.575584
  nChanged 355
		SP:Iteration 16Q (40855.380000 sec): 3 clusters
  Score: Raw -3556203.839567 + Penalty 3341.079461 = -3552862.760106
  nChanged 225
		SP:Iteration 17Q (40855.720000 sec): 3 clusters
  Score: Raw -3556344.095009 + Penalty 3341.079461 = -3553003.015548
  nChanged 153
		SP:Iteration 18Q (40856.010000 sec): 3 clusters
  Score: Raw -3556436.616063 + Penalty 3341.079461 = -3553095.536601
  nChanged 99
		SP:Iteration 19Q (40856.290000 sec): 3 clusters
  Score: Raw -3556488.652094 + Penalty 3341.079461 = -3553147.572633
  nChanged 65
		SP:Iteration 20F (40856.540000 sec): 3 clusters
  Score: Raw -3556529.013872 + Penalty 3341.079461 = -3553187.934410
  nChanged 67
		SP:Iteration 21Q (40856.840000 sec): 3 clusters
  Score: Raw -3556568.082112 + Penalty 3341.079461 = -3553227.002651
  nChanged 57
		SP:Iteration 22Q (40857.130000 sec): 3 clusters
  Score: Raw -3556594.835174 + Penalty 3341.079461 = -3553253.755713
  nChanged 42
		SP:Iteration 23Q (40857.430000 sec): 3 clusters
  Score: Raw -3556615.464204 + Penalty 3341.079461 = -3553274.384742
  nChanged 40
		SP:Iteration 24Q (40857.680000 sec): 3 clusters
  Score: Raw -3556636.165344 + Penalty 3341.079461 = -3553295.085883
  nChanged 27
		SP:Iteration 25Q (40857.970000 sec): 3 clusters
  Score: Raw -3556651.192263 + Penalty 3341.079461 = -3553310.112801
  nChanged 30
		SP:Iteration 26Q (40858.240000 sec): 3 clusters
  Score: Raw -3556666.413331 + Penalty 3341.079461 = -3553325.333870
  nChanged 22
		SP:Iteration 27Q (40858.500000 sec): 3 clusters
  Score: Raw -3556675.919529 + Penalty 3341.079461 = -3553334.840068
  nChanged 17
		SP:Iteration 28Q (40858.820000 sec): 3 clusters
  Score: Raw -3556681.927011 + Penalty 3341.079461 = -3553340.847549
  nChanged 12
		SP:Iteration 29Q (40859.060000 sec): 3 clusters
  Score: Raw -3556687.784210 + Penalty 3341.079461 = -3553346.704749
  nChanged 7
		SP:Iteration 30Q (40859.420000 sec): 3 clusters
  Score: Raw -3556691.239488 + Penalty 3341.079461 = -3553350.160027
  nChanged 7
		SP:Iteration 31Q (40859.660000 sec): 3 clusters
  Score: Raw -3556693.568264 + Penalty 3341.079461 = -3553352.488803
  nChanged 2
		SP:Iteration 32Q (40859.920000 sec): 3 clusters
  Score: Raw -3556694.119987 + Penalty 3341.079461 = -3553353.040525
  nChanged 1
		SP:Iteration 33Q (40860.250000 sec): 3 clusters
  Score: Raw -3556694.377624 + Penalty 3341.079461 = -3553353.298163
  nChanged 1
		SP:Iteration 34Q (40860.470000 sec): 3 clusters
  Score: Raw -3556694.679770 + Penalty 3341.079461 = -3553353.600308
  nChanged 1
		SP:Iteration 35Q (40860.730000 sec): 3 clusters
  Score: Raw -3556695.053428 + Penalty 3341.079461 = -3553353.973967
  nChanged 4
		SP:Iteration 36Q (40861.040000 sec): 3 clusters
  Score: Raw -3556697.518108 + Penalty 3341.079461 = -3553356.438646
  nChanged 3
		SP:Iteration 37Q (40861.320000 sec): 3 clusters
  Score: Raw -3556698.571804 + Penalty 3341.079461 = -3553357.492343
  nChanged 4
		SP:Iteration 38Q (40861.580000 sec): 3 clusters
  Score: Raw -3556700.535077 + Penalty 3341.079461 = -3553359.455616
  nChanged 5
		SP:Iteration 39Q (40861.880000 sec): 3 clusters
  Score: Raw -3556702.497481 + Penalty 3341.079461 = -3553361.418020
  nChanged 4
		SP:Iteration 40F (40862.200000 sec): 3 clusters
  Score: Raw -3556704.150446 + Penalty 3341.079461 = -3553363.070984
  nChanged 2
		SP:Iteration 41Q (40862.490000 sec): 3 clusters
  Score: Raw -3556705.408767 + Penalty 3341.079461 = -3553364.329306
  nChanged 3
		SP:Iteration 42Q (40862.740000 sec): 3 clusters
  Score: Raw -3556706.127930 + Penalty 3341.079461 = -3553365.048469
  nChanged 0
		SP:Iteration 43F (40863.060000 sec): 3 clusters
  Score: Raw -3556706.127930 + Penalty 3341.079461 = -3553365.048469
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40863.200000 sec): 2 clusters
  Score: Raw -438013.793837 + Penalty 1349.560807 = -436664.233031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40863.380000 sec): 3 clusters
  Score: Raw -435998.142111 + Penalty 2699.121614 = -433299.020497
  nChanged 1585
		SP:Iteration 1F (40863.540000 sec): 3 clusters
  Score: Raw -437032.867000 + Penalty 2699.121614 = -434333.745386
  nChanged 328
		SP:Iteration 2F (40863.720000 sec): 3 clusters
  Score: Raw -437291.795586 + Penalty 2699.121614 = -434592.673973
  nChanged 278
		SP:Iteration 3F (40863.900000 sec): 3 clusters
  Score: Raw -437527.487234 + Penalty 2699.121614 = -434828.365621
  nChanged 224
		SP:Iteration 4F (40864.090000 sec): 3 clusters
  Score: Raw -437704.077409 + Penalty 2699.121614 = -435004.955795
  nChanged 194
		SP:Iteration 5Q (40864.280000 sec): 3 clusters
  Score: Raw -437862.068596 + Penalty 2699.121614 = -435162.946983
  nChanged 160
		SP:Iteration 6Q (40864.490000 sec): 3 clusters
  Score: Raw -437990.039316 + Penalty 2699.121614 = -435290.917703
  nChanged 152
		SP:Iteration 7Q (40864.640000 sec): 3 clusters
  Score: Raw -438096.324546 + Penalty 2699.121614 = -435397.202933
  nChanged 135
		SP:Iteration 8Q (40864.840000 sec): 3 clusters
  Score: Raw -438206.749321 + Penalty 2699.121614 = -435507.627708
  nChanged 128
		SP:Iteration 9Q (40865.030000 sec): 3 clusters
  Score: Raw -438304.371874 + Penalty 2699.121614 = -435605.250260
  nChanged 106
		SP:Iteration 10Q (40865.170000 sec): 3 clusters
  Score: Raw -438397.515670 + Penalty 2699.121614 = -435698.394056
  nChanged 109
		SP:Iteration 11Q (40865.340000 sec): 3 clusters
  Score: Raw -438480.319763 + Penalty 2699.121614 = -435781.198149
  nChanged 88
		SP:Iteration 12Q (40865.520000 sec): 3 clusters
  Score: Raw -438531.161214 + Penalty 2699.121614 = -435832.039600
  nChanged 81
		SP:Iteration 13Q (40865.710000 sec): 3 clusters
  Score: Raw -438576.775919 + Penalty 2699.121614 = -435877.654306
  nChanged 56
		SP:Iteration 14Q (40865.910000 sec): 3 clusters
  Score: Raw -438611.516293 + Penalty 2699.121614 = -435912.394680
  nChanged 57
		SP:Iteration 15Q (40866.080000 sec): 3 clusters
  Score: Raw -438634.768915 + Penalty 2699.121614 = -435935.647301
  nChanged 41
		SP:Iteration 16Q (40866.300000 sec): 3 clusters
  Score: Raw -438656.478161 + Penalty 2699.121614 = -435957.356547
  nChanged 43
		SP:Iteration 17Q (40866.490000 sec): 3 clusters
  Score: Raw -438676.268157 + Penalty 2699.121614 = -435977.146544
  nChanged 38
		SP:Iteration 18Q (40866.640000 sec): 3 clusters
  Score: Raw -438696.093930 + Penalty 2699.121614 = -435996.972317
  nChanged 28
		SP:Iteration 19Q (40866.840000 sec): 3 clusters
  Score: Raw -438704.626391 + Penalty 2699.121614 = -436005.504777
  nChanged 21
		SP:Iteration 20F (40867.030000 sec): 3 clusters
  Score: Raw -438710.849004 + Penalty 2699.121614 = -436011.727390
  nChanged 10
		SP:Iteration 21Q (40867.210000 sec): 3 clusters
  Score: Raw -438713.170466 + Penalty 2699.121614 = -436014.048852
  nChanged 2
		SP:Iteration 22Q (40867.440000 sec): 3 clusters
  Score: Raw -438713.310885 + Penalty 2699.121614 = -436014.189271
  nChanged 1
		SP:Iteration 23Q (40867.640000 sec): 3 clusters
  Score: Raw -438713.616408 + Penalty 2699.121614 = -436014.494794
  nChanged 0
		SP:Iteration 24F (40867.870000 sec): 3 clusters
  Score: Raw -438713.616408 + Penalty 2699.121614 = -436014.494794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40867.990000 sec): 2 clusters
  Score: Raw -628848.883263 + Penalty 1390.916492 = -627457.966771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40868.160000 sec): 3 clusters
  Score: Raw -626060.664973 + Penalty 2781.832984 = -623278.831989
  nChanged 2154
		SP:Iteration 1F (40868.360000 sec): 3 clusters
  Score: Raw -627260.094071 + Penalty 2781.832984 = -624478.261087
  nChanged 371
		SP:Iteration 2F (40868.550000 sec): 3 clusters
  Score: Raw -627459.254883 + Penalty 2781.832984 = -624677.421899
  nChanged 289
		SP:Iteration 3F (40868.730000 sec): 3 clusters
  Score: Raw -627642.351164 + Penalty 2781.832984 = -624860.518181
  nChanged 270
		SP:Iteration 4F (40868.940000 sec): 3 clusters
  Score: Raw -627825.682825 + Penalty 2781.832984 = -625043.849841
  nChanged 278
		SP:Iteration 5F (40869.100000 sec): 3 clusters
  Score: Raw -628026.351611 + Penalty 2781.832984 = -625244.518628
  nChanged 256
		SP:Iteration 6Q (40869.300000 sec): 3 clusters
  Score: Raw -628177.083631 + Penalty 2781.832984 = -625395.250647
  nChanged 219
		SP:Iteration 7Q (40869.520000 sec): 3 clusters
  Score: Raw -628306.701531 + Penalty 2781.832984 = -625524.868547
  nChanged 191
		SP:Iteration 8Q (40869.680000 sec): 3 clusters
  Score: Raw -628418.411464 + Penalty 2781.832984 = -625636.578480
  nChanged 179
		SP:Iteration 9Q (40869.890000 sec): 3 clusters
  Score: Raw -628534.440990 + Penalty 2781.832984 = -625752.608006
  nChanged 140
		SP:Iteration 10Q (40870.090000 sec): 3 clusters
  Score: Raw -628601.041189 + Penalty 2781.832984 = -625819.208206
  nChanged 111
		SP:Iteration 11Q (40870.260000 sec): 3 clusters
  Score: Raw -628647.623888 + Penalty 2781.832984 = -625865.790904
  nChanged 87
		SP:Iteration 12Q (40870.440000 sec): 3 clusters
  Score: Raw -628681.886625 + Penalty 2781.832984 = -625900.053641
  nChanged 88
		SP:Iteration 13Q (40870.630000 sec): 3 clusters
  Score: Raw -628716.551896 + Penalty 2781.832984 = -625934.718913
  nChanged 65
		SP:Iteration 14Q (40870.830000 sec): 3 clusters
  Score: Raw -628742.499944 + Penalty 2781.832984 = -625960.666960
  nChanged 56
		SP:Iteration 15Q (40871.020000 sec): 3 clusters
  Score: Raw -628761.262870 + Penalty 2781.832984 = -625979.429886
  nChanged 43
		SP:Iteration 16Q (40871.220000 sec): 3 clusters
  Score: Raw -628773.253640 + Penalty 2781.832984 = -625991.420656
  nChanged 40
		SP:Iteration 17Q (40871.360000 sec): 3 clusters
  Score: Raw -628785.865398 + Penalty 2781.832984 = -626004.032414
  nChanged 38
		SP:Iteration 18Q (40871.530000 sec): 3 clusters
  Score: Raw -628801.266797 + Penalty 2781.832984 = -626019.433813
  nChanged 41
		SP:Iteration 19Q (40871.740000 sec): 3 clusters
  Score: Raw -628811.323751 + Penalty 2781.832984 = -626029.490767
  nChanged 24
		SP:Iteration 20F (40871.930000 sec): 3 clusters
  Score: Raw -628817.474930 + Penalty 2781.832984 = -626035.641947
  nChanged 27
		SP:Iteration 21Q (40872.110000 sec): 3 clusters
  Score: Raw -628823.406772 + Penalty 2781.832984 = -626041.573789
  nChanged 22
		SP:Iteration 22Q (40872.300000 sec): 3 clusters
  Score: Raw -628827.731792 + Penalty 2781.832984 = -626045.898808
  nChanged 22
		SP:Iteration 23Q (40872.500000 sec): 3 clusters
  Score: Raw -628833.402223 + Penalty 2781.832984 = -626051.569239
  nChanged 25
		SP:Iteration 24Q (40872.660000 sec): 3 clusters
  Score: Raw -628839.556338 + Penalty 2781.832984 = -626057.723354
  nChanged 25
		SP:Iteration 25Q (40872.840000 sec): 3 clusters
  Score: Raw -628845.614849 + Penalty 2781.832984 = -626063.781866
  nChanged 16
		SP:Iteration 26Q (40873.060000 sec): 3 clusters
  Score: Raw -628849.017871 + Penalty 2781.832984 = -626067.184888
  nChanged 15
		SP:Iteration 27Q (40873.230000 sec): 3 clusters
  Score: Raw -628852.472268 + Penalty 2781.832984 = -626070.639284
  nChanged 13
		SP:Iteration 28Q (40873.420000 sec): 3 clusters
  Score: Raw -628855.697050 + Penalty 2781.832984 = -626073.864067
  nChanged 12
		SP:Iteration 29Q (40873.620000 sec): 3 clusters
  Score: Raw -628858.022103 + Penalty 2781.832984 = -626076.189119
  nChanged 10
		SP:Iteration 30Q (40873.850000 sec): 3 clusters
  Score: Raw -628859.667725 + Penalty 2781.832984 = -626077.834741
  nChanged 8
		SP:Iteration 31Q (40874.050000 sec): 3 clusters
  Score: Raw -628860.976346 + Penalty 2781.832984 = -626079.143362
  nChanged 6
		SP:Iteration 32Q (40874.220000 sec): 3 clusters
  Score: Raw -628862.577022 + Penalty 2781.832984 = -626080.744039
  nChanged 8
		SP:Iteration 33Q (40874.420000 sec): 3 clusters
  Score: Raw -628864.612779 + Penalty 2781.832984 = -626082.779796
  nChanged 7
		SP:Iteration 34Q (40874.650000 sec): 3 clusters
  Score: Raw -628865.439484 + Penalty 2781.832984 = -626083.606500
  nChanged 5
		SP:Iteration 35Q (40874.830000 sec): 3 clusters
  Score: Raw -628866.951239 + Penalty 2781.832984 = -626085.118255
  nChanged 7
		SP:Iteration 36Q (40875.010000 sec): 3 clusters
  Score: Raw -628868.236760 + Penalty 2781.832984 = -626086.403776
  nChanged 7
		SP:Iteration 37Q (40875.210000 sec): 3 clusters
  Score: Raw -628870.091296 + Penalty 2781.832984 = -626088.258312
  nChanged 9
		SP:Iteration 38Q (40875.410000 sec): 3 clusters
  Score: Raw -628872.107545 + Penalty 2781.832984 = -626090.274562
  nChanged 7
		SP:Iteration 39Q (40875.630000 sec): 3 clusters
  Score: Raw -628874.162358 + Penalty 2781.832984 = -626092.329374
  nChanged 4
		SP:Iteration 40F (40875.780000 sec): 3 clusters
  Score: Raw -628875.531206 + Penalty 2781.832984 = -626093.698222
  nChanged 6
		SP:Iteration 41Q (40876.000000 sec): 3 clusters
  Score: Raw -628876.652400 + Penalty 2781.832984 = -626094.819416
  nChanged 4
		SP:Iteration 42Q (40876.130000 sec): 3 clusters
  Score: Raw -628877.694920 + Penalty 2781.832984 = -626095.861936
  nChanged 3
		SP:Iteration 43Q (40876.310000 sec): 3 clusters
  Score: Raw -628878.207790 + Penalty 2781.832984 = -626096.374806
  nChanged 2
		SP:Iteration 44Q (40876.480000 sec): 3 clusters
  Score: Raw -628878.461679 + Penalty 2781.832984 = -626096.628695
  nChanged 1
		SP:Iteration 45Q (40876.670000 sec): 3 clusters
  Score: Raw -628878.522225 + Penalty 2781.832984 = -626096.689241
  nChanged 1
		SP:Iteration 46Q (40876.870000 sec): 3 clusters
  Score: Raw -628878.583642 + Penalty 2781.832984 = -626096.750659
  nChanged 1
		SP:Iteration 47Q (40877.080000 sec): 3 clusters
  Score: Raw -628878.621987 + Penalty 2781.832984 = -626096.789004
  nChanged 0
		SP:Iteration 48F (40877.280000 sec): 3 clusters
  Score: Raw -628878.621987 + Penalty 2781.832984 = -626096.789004
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40877.370000 sec): 2 clusters
  Score: Raw -542290.614341 + Penalty 1368.145973 = -540922.468369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40877.550000 sec): 3 clusters
  Score: Raw -539957.907773 + Penalty 2736.291945 = -537221.615828
  nChanged 1859
		SP:Iteration 1F (40877.750000 sec): 3 clusters
  Score: Raw -540990.169513 + Penalty 2736.291945 = -538253.877568
  nChanged 324
		SP:Iteration 2F (40877.920000 sec): 3 clusters
  Score: Raw -541169.116071 + Penalty 2736.291945 = -538432.824126
  nChanged 228
		SP:Iteration 3F (40878.130000 sec): 3 clusters
  Score: Raw -541274.153755 + Penalty 2736.291945 = -538537.861810
  nChanged 174
		SP:Iteration 4Q (40878.320000 sec): 3 clusters
  Score: Raw -541359.326722 + Penalty 2736.291945 = -538623.034777
  nChanged 161
		SP:Iteration 5Q (40878.520000 sec): 3 clusters
  Score: Raw -541434.992197 + Penalty 2736.291945 = -538698.700252
  nChanged 138
		SP:Iteration 6Q (40878.660000 sec): 3 clusters
  Score: Raw -541506.485647 + Penalty 2736.291945 = -538770.193702
  nChanged 141
		SP:Iteration 7Q (40878.830000 sec): 3 clusters
  Score: Raw -541581.808352 + Penalty 2736.291945 = -538845.516406
  nChanged 145
		SP:Iteration 8Q (40879.030000 sec): 3 clusters
  Score: Raw -541660.350034 + Penalty 2736.291945 = -538924.058089
  nChanged 140
		SP:Iteration 9Q (40879.210000 sec): 3 clusters
  Score: Raw -541747.919683 + Penalty 2736.291945 = -539011.627738
  nChanged 147
		SP:Iteration 10Q (40879.370000 sec): 3 clusters
  Score: Raw -541842.387478 + Penalty 2736.291945 = -539106.095533
  nChanged 132
		SP:Iteration 11Q (40879.610000 sec): 3 clusters
  Score: Raw -541930.335631 + Penalty 2736.291945 = -539194.043686
  nChanged 108
		SP:Iteration 12Q (40879.740000 sec): 3 clusters
  Score: Raw -542010.476603 + Penalty 2736.291945 = -539274.184658
  nChanged 100
		SP:Iteration 13Q (40879.930000 sec): 3 clusters
  Score: Raw -542085.927531 + Penalty 2736.291945 = -539349.635586
  nChanged 93
		SP:Iteration 14Q (40880.130000 sec): 3 clusters
  Score: Raw -542157.636108 + Penalty 2736.291945 = -539421.344163
  nChanged 73
		SP:Iteration 15Q (40880.330000 sec): 3 clusters
  Score: Raw -542207.888602 + Penalty 2736.291945 = -539471.596656
  nChanged 60
		SP:Iteration 16Q (40880.550000 sec): 3 clusters
  Score: Raw -542256.211384 + Penalty 2736.291945 = -539519.919439
  nChanged 53
		SP:Iteration 17Q (40880.760000 sec): 3 clusters
  Score: Raw -542292.127977 + Penalty 2736.291945 = -539555.836032
  nChanged 40
		SP:Iteration 18Q (40880.940000 sec): 3 clusters
  Score: Raw -542323.147452 + Penalty 2736.291945 = -539586.855507
  nChanged 32
		SP:Iteration 19Q (40881.090000 sec): 3 clusters
  Score: Raw -542354.134282 + Penalty 2736.291945 = -539617.842337
  nChanged 37
		SP:Iteration 20F (40881.320000 sec): 3 clusters
  Score: Raw -542382.798156 + Penalty 2736.291945 = -539646.506211
  nChanged 29
		SP:Iteration 21Q (40881.510000 sec): 3 clusters
  Score: Raw -542404.215066 + Penalty 2736.291945 = -539667.923121
  nChanged 22
		SP:Iteration 22Q (40881.700000 sec): 3 clusters
  Score: Raw -542415.814639 + Penalty 2736.291945 = -539679.522694
  nChanged 12
		SP:Iteration 23Q (40881.910000 sec): 3 clusters
  Score: Raw -542422.172408 + Penalty 2736.291945 = -539685.880463
  nChanged 10
		SP:Iteration 24Q (40882.120000 sec): 3 clusters
  Score: Raw -542429.310160 + Penalty 2736.291945 = -539693.018215
  nChanged 9
		SP:Iteration 25Q (40882.300000 sec): 3 clusters
  Score: Raw -542434.404121 + Penalty 2736.291945 = -539698.112176
  nChanged 6
		SP:Iteration 26Q (40882.510000 sec): 3 clusters
  Score: Raw -542439.658926 + Penalty 2736.291945 = -539703.366980
  nChanged 10
		SP:Iteration 27Q (40882.720000 sec): 3 clusters
  Score: Raw -542448.967060 + Penalty 2736.291945 = -539712.675115
  nChanged 8
		SP:Iteration 28Q (40882.880000 sec): 3 clusters
  Score: Raw -542455.157825 + Penalty 2736.291945 = -539718.865879
  nChanged 7
		SP:Iteration 29Q (40883.080000 sec): 3 clusters
  Score: Raw -542459.383167 + Penalty 2736.291945 = -539723.091222
  nChanged 6
		SP:Iteration 30Q (40883.310000 sec): 3 clusters
  Score: Raw -542466.000408 + Penalty 2736.291945 = -539729.708463
  nChanged 5
		SP:Iteration 31Q (40883.520000 sec): 3 clusters
  Score: Raw -542470.303625 + Penalty 2736.291945 = -539734.011680
  nChanged 6
		SP:Iteration 32Q (40883.690000 sec): 3 clusters
  Score: Raw -542474.441151 + Penalty 2736.291945 = -539738.149206
  nChanged 6
		SP:Iteration 33Q (40883.860000 sec): 3 clusters
  Score: Raw -542478.293987 + Penalty 2736.291945 = -539742.002042
  nChanged 2
		SP:Iteration 34Q (40884.030000 sec): 3 clusters
  Score: Raw -542479.941733 + Penalty 2736.291945 = -539743.649788
  nChanged 1
		SP:Iteration 35Q (40884.230000 sec): 3 clusters
  Score: Raw -542480.216113 + Penalty 2736.291945 = -539743.924168
  nChanged 0
		SP:Iteration 36F (40884.430000 sec): 3 clusters
  Score: Raw -542480.216113 + Penalty 2736.291945 = -539743.924168
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40884.510000 sec): 2 clusters
  Score: Raw -67988.415011 + Penalty 1039.771677 = -66948.643334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40884.700000 sec): 3 clusters
  Score: Raw -67937.599065 + Penalty 2079.543354 = -65858.055711
  nChanged 156
		SP:Iteration 1F (40884.870000 sec): 3 clusters
  Score: Raw -68189.860357 + Penalty 2079.543354 = -66110.317004
  nChanged 57
		SP:Iteration 2F (40885.060000 sec): 3 clusters
  Score: Raw -68318.870555 + Penalty 2079.543354 = -66239.327202
  nChanged 38
		SP:Iteration 3F (40885.190000 sec): 3 clusters
  Score: Raw -68428.581488 + Penalty 2079.543354 = -66349.038134
  nChanged 23
		SP:Iteration 4Q (40885.360000 sec): 3 clusters
  Score: Raw -68530.921840 + Penalty 2079.543354 = -66451.378486
  nChanged 21
		SP:Iteration 5Q (40885.530000 sec): 3 clusters
  Score: Raw -68594.055767 + Penalty 2079.543354 = -66514.512413
  nChanged 12
		SP:Iteration 6Q (40885.730000 sec): 3 clusters
  Score: Raw -68634.500187 + Penalty 2079.543354 = -66554.956834
  nChanged 10
		SP:Iteration 7Q (40885.900000 sec): 3 clusters
  Score: Raw -68653.590501 + Penalty 2079.543354 = -66574.047148
  nChanged 5
		SP:Iteration 8Q (40886.080000 sec): 3 clusters
  Score: Raw -68666.739563 + Penalty 2079.543354 = -66587.196209
  nChanged 2
		SP:Iteration 9Q (40886.270000 sec): 3 clusters
  Score: Raw -68669.119572 + Penalty 2079.543354 = -66589.576219
  nChanged 1
		SP:Iteration 10Q (40886.450000 sec): 3 clusters
  Score: Raw -68670.149170 + Penalty 2079.543354 = -66590.605817
  nChanged 0
		SP:Iteration 11F (40886.640000 sec): 3 clusters
  Score: Raw -68670.149170 + Penalty 2079.543354 = -66590.605817
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40886.700000 sec): 2 clusters
  Score: Raw -39506.134091 + Penalty 979.203221 = -38526.930870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40886.910000 sec): 3 clusters
  Score: Raw -39567.154423 + Penalty 1958.406441 = -37608.747981
  nChanged 100
		SP:Iteration 1F (40887.080000 sec): 3 clusters
  Score: Raw -39792.046343 + Penalty 1958.406441 = -37833.639901
  nChanged 29
		SP:Iteration 2F (40887.230000 sec): 3 clusters
  Score: Raw -39882.660655 + Penalty 1958.406441 = -37924.254214
  nChanged 10
		SP:Iteration 3Q (40887.420000 sec): 3 clusters
  Score: Raw -39913.686646 + Penalty 1958.406441 = -37955.280205
  nChanged 14
		SP:Iteration 4Q (40887.530000 sec): 3 clusters
  Score: Raw -39938.182692 + Penalty 1958.406441 = -37979.776251
  nChanged 5
		SP:Iteration 5Q (40887.670000 sec): 3 clusters
  Score: Raw -39948.860288 + Penalty 1958.406441 = -37990.453846
  nChanged 2
		SP:Iteration 6Q (40887.850000 sec): 3 clusters
  Score: Raw -39954.744806 + Penalty 1958.406441 = -37996.338364
  nChanged 1
		SP:Iteration 7Q (40888.010000 sec): 3 clusters
  Score: Raw -39956.857168 + Penalty 1958.406441 = -37998.450727
  nChanged 0
		SP:Iteration 8F (40888.210000 sec): 3 clusters
  Score: Raw -39956.857168 + Penalty 1958.406441 = -37998.450727
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40888.490000 sec): 2 clusters
  Score: Raw -5096793.439681 + Penalty 1726.527526 = -5095066.912154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40888.890000 sec): 3 clusters
  Score: Raw -5071058.618967 + Penalty 3453.055052 = -5067605.563914
  nChanged 19078
		SP:Iteration 1F (40889.260000 sec): 3 clusters
  Score: Raw -5081899.624924 + Penalty 3453.055052 = -5078446.569871
  nChanged 2015
		SP:Iteration 2Q (40889.680000 sec): 3 clusters
  Score: Raw -5082712.747382 + Penalty 3453.055052 = -5079259.692330
  nChanged 2269
		SP:Iteration 3F (40890.090000 sec): 3 clusters
  Score: Raw -5083767.011941 + Penalty 3453.055052 = -5080313.956889
  nChanged 2427
		SP:Iteration 4F (40890.470000 sec): 3 clusters
  Score: Raw -5084976.987130 + Penalty 3453.055052 = -5081523.932078
  nChanged 2536
		SP:Iteration 5F (40890.850000 sec): 3 clusters
  Score: Raw -5086236.108139 + Penalty 3453.055052 = -5082783.053087
  nChanged 2331
		SP:Iteration 6F (40891.210000 sec): 3 clusters
  Score: Raw -5087257.505852 + Penalty 3453.055052 = -5083804.450800
  nChanged 1952
		SP:Iteration 7Q (40891.600000 sec): 3 clusters
  Score: Raw -5088017.732095 + Penalty 3453.055052 = -5084564.677043
  nChanged 1598
		SP:Iteration 8Q (40891.920000 sec): 3 clusters
  Score: Raw -5088563.755061 + Penalty 3453.055052 = -5085110.700009
  nChanged 1259
		SP:Iteration 9Q (40892.260000 sec): 3 clusters
  Score: Raw -5088936.511097 + Penalty 3453.055052 = -5085483.456045
  nChanged 998
		SP:Iteration 10Q (40892.620000 sec): 3 clusters
  Score: Raw -5089185.704225 + Penalty 3453.055052 = -5085732.649173
  nChanged 793
		SP:Iteration 11Q (40892.950000 sec): 3 clusters
  Score: Raw -5089340.884175 + Penalty 3453.055052 = -5085887.829123
  nChanged 601
		SP:Iteration 12Q (40893.330000 sec): 3 clusters
  Score: Raw -5089428.001759 + Penalty 3453.055052 = -5085974.946707
  nChanged 418
		SP:Iteration 13Q (40893.750000 sec): 3 clusters
  Score: Raw -5089476.367948 + Penalty 3453.055052 = -5086023.312895
  nChanged 337
		SP:Iteration 14Q (40894.100000 sec): 3 clusters
  Score: Raw -5089513.001685 + Penalty 3453.055052 = -5086059.946632
  nChanged 276
		SP:Iteration 15Q (40894.410000 sec): 3 clusters
  Score: Raw -5089538.456710 + Penalty 3453.055052 = -5086085.401657
  nChanged 228
		SP:Iteration 16Q (40894.720000 sec): 3 clusters
  Score: Raw -5089556.772192 + Penalty 3453.055052 = -5086103.717140
  nChanged 185
		SP:Iteration 17Q (40895.100000 sec): 3 clusters
  Score: Raw -5089569.941577 + Penalty 3453.055052 = -5086116.886524
  nChanged 154
		SP:Iteration 18Q (40895.440000 sec): 3 clusters
  Score: Raw -5089579.737512 + Penalty 3453.055052 = -5086126.682459
  nChanged 137
		SP:Iteration 19Q (40895.780000 sec): 3 clusters
  Score: Raw -5089588.126883 + Penalty 3453.055052 = -5086135.071830
  nChanged 100
		SP:Iteration 20F (40896.180000 sec): 3 clusters
  Score: Raw -5089593.300079 + Penalty 3453.055052 = -5086140.245026
  nChanged 87
		SP:Iteration 21Q (40896.600000 sec): 3 clusters
  Score: Raw -5089597.890766 + Penalty 3453.055052 = -5086144.835714
  nChanged 79
		SP:Iteration 22Q (40896.950000 sec): 3 clusters
  Score: Raw -5089601.963523 + Penalty 3453.055052 = -5086148.908471
  nChanged 87
		SP:Iteration 23Q (40897.280000 sec): 3 clusters
  Score: Raw -5089606.239918 + Penalty 3453.055052 = -5086153.184866
  nChanged 71
		SP:Iteration 24Q (40897.610000 sec): 3 clusters
  Score: Raw -5089609.834361 + Penalty 3453.055052 = -5086156.779308
  nChanged 68
		SP:Iteration 25Q (40898.010000 sec): 3 clusters
  Score: Raw -5089613.624084 + Penalty 3453.055052 = -5086160.569031
  nChanged 82
		SP:Iteration 26Q (40898.370000 sec): 3 clusters
  Score: Raw -5089618.037296 + Penalty 3453.055052 = -5086164.982244
  nChanged 88
		SP:Iteration 27Q (40898.730000 sec): 3 clusters
  Score: Raw -5089622.632534 + Penalty 3453.055052 = -5086169.577482
  nChanged 91
		SP:Iteration 28Q (40899.100000 sec): 3 clusters
  Score: Raw -5089627.195037 + Penalty 3453.055052 = -5086174.139985
  nChanged 84
		SP:Iteration 29Q (40899.480000 sec): 3 clusters
  Score: Raw -5089631.628506 + Penalty 3453.055052 = -5086178.573454
  nChanged 85
		SP:Iteration 30Q (40899.860000 sec): 3 clusters
  Score: Raw -5089636.275241 + Penalty 3453.055052 = -5086183.220189
  nChanged 96
		SP:Iteration 31Q (40900.220000 sec): 3 clusters
  Score: Raw -5089641.753189 + Penalty 3453.055052 = -5086188.698136
  nChanged 121
		SP:Iteration 32Q (40900.590000 sec): 3 clusters
  Score: Raw -5089648.943227 + Penalty 3453.055052 = -5086195.888175
  nChanged 133
		SP:Iteration 33Q (40901.000000 sec): 3 clusters
  Score: Raw -5089658.256453 + Penalty 3453.055052 = -5086205.201400
  nChanged 152
		SP:Iteration 34Q (40901.330000 sec): 3 clusters
  Score: Raw -5089669.983447 + Penalty 3453.055052 = -5086216.928395
  nChanged 160
		SP:Iteration 35Q (40901.680000 sec): 3 clusters
  Score: Raw -5089682.127319 + Penalty 3453.055052 = -5086229.072266
  nChanged 162
		SP:Iteration 36Q (40902.050000 sec): 3 clusters
  Score: Raw -5089694.819070 + Penalty 3453.055052 = -5086241.764017
  nChanged 200
		SP:Iteration 37Q (40902.410000 sec): 3 clusters
  Score: Raw -5089710.512191 + Penalty 3453.055052 = -5086257.457139
  nChanged 204
		SP:Iteration 38Q (40902.800000 sec): 3 clusters
  Score: Raw -5089728.309702 + Penalty 3453.055052 = -5086275.254650
  nChanged 238
		SP:Iteration 39Q (40903.130000 sec): 3 clusters
  Score: Raw -5089752.003002 + Penalty 3453.055052 = -5086298.947950
  nChanged 303
		SP:Iteration 40F (40903.500000 sec): 3 clusters
  Score: Raw -5089788.976165 + Penalty 3453.055052 = -5086335.921112
  nChanged 397
		SP:Iteration 41Q (40903.860000 sec): 3 clusters
  Score: Raw -5089844.566612 + Penalty 3453.055052 = -5086391.511560
  nChanged 444
		SP:Iteration 42Q (40904.290000 sec): 3 clusters
  Score: Raw -5089914.694322 + Penalty 3453.055052 = -5086461.639270
  nChanged 531
		SP:Iteration 43Q (40904.610000 sec): 3 clusters
  Score: Raw -5090007.337474 + Penalty 3453.055052 = -5086554.282422
  nChanged 618
		SP:Iteration 44Q (40905.020000 sec): 3 clusters
  Score: Raw -5090130.065927 + Penalty 3453.055052 = -5086677.010875
  nChanged 732
		SP:Iteration 45Q (40905.380000 sec): 3 clusters
  Score: Raw -5090295.677143 + Penalty 3453.055052 = -5086842.622091
  nChanged 855
		SP:Iteration 46Q (40905.750000 sec): 3 clusters
  Score: Raw -5090512.412826 + Penalty 3453.055052 = -5087059.357774
  nChanged 973
		SP:Iteration 47Q (40906.110000 sec): 3 clusters
  Score: Raw -5090785.293226 + Penalty 3453.055052 = -5087332.238173
  nChanged 1108
		SP:Iteration 48Q (40906.460000 sec): 3 clusters
  Score: Raw -5091125.158193 + Penalty 3453.055052 = -5087672.103141
  nChanged 1233
		SP:Iteration 49Q (40906.850000 sec): 3 clusters
  Score: Raw -5091551.858294 + Penalty 3453.055052 = -5088098.803242
  nChanged 1319
		SP:Iteration 50Q (40907.230000 sec): 3 clusters
  Score: Raw -5092047.511082 + Penalty 3453.055052 = -5088594.456030
  nChanged 1417
		SP:Iteration 51Q (40907.620000 sec): 3 clusters
  Score: Raw -5092605.121709 + Penalty 3453.055052 = -5089152.066657
  nChanged 1460
		SP:Iteration 52Q (40907.940000 sec): 3 clusters
  Score: Raw -5093186.021460 + Penalty 3453.055052 = -5089732.966407
  nChanged 1433
		SP:Iteration 53Q (40908.330000 sec): 3 clusters
  Score: Raw -5093786.696039 + Penalty 3453.055052 = -5090333.640986
  nChanged 1366
		SP:Iteration 54Q (40908.650000 sec): 3 clusters
  Score: Raw -5094362.506503 + Penalty 3453.055052 = -5090909.451451
  nChanged 1217
		SP:Iteration 55Q (40909.060000 sec): 3 clusters
  Score: Raw -5094873.884327 + Penalty 3453.055052 = -5091420.829274
  nChanged 1094
		SP:Iteration 56Q (40909.430000 sec): 3 clusters
  Score: Raw -5095334.172120 + Penalty 3453.055052 = -5091881.117067
  nChanged 957
		SP:Iteration 57Q (40909.820000 sec): 3 clusters
  Score: Raw -5095732.106455 + Penalty 3453.055052 = -5092279.051402
  nChanged 835
		SP:Iteration 58Q (40910.210000 sec): 3 clusters
  Score: Raw -5096085.264815 + Penalty 3453.055052 = -5092632.209762
  nChanged 665
		SP:Iteration 59Q (40910.510000 sec): 3 clusters
  Score: Raw -5096353.634564 + Penalty 3453.055052 = -5092900.579512
  nChanged 555
		SP:Iteration 60F (40910.870000 sec): 3 clusters
  Score: Raw -5096555.531960 + Penalty 3453.055052 = -5093102.476908
  nChanged 420
		SP:Iteration 61Q (40911.200000 sec): 3 clusters
  Score: Raw -5096700.201371 + Penalty 3453.055052 = -5093247.146319
  nChanged 337
		SP:Iteration 62Q (40911.570000 sec): 3 clusters
  Score: Raw -5096821.434168 + Penalty 3453.055052 = -5093368.379115
  nChanged 286
		SP:Iteration 63Q (40911.940000 sec): 3 clusters
  Score: Raw -5096923.536098 + Penalty 3453.055052 = -5093470.481046
  nChanged 219
		SP:Iteration 64Q (40912.300000 sec): 3 clusters
  Score: Raw -5096993.033972 + Penalty 3453.055052 = -5093539.978919
  nChanged 161
		SP:Iteration 65Q (40912.690000 sec): 3 clusters
  Score: Raw -5097041.864229 + Penalty 3453.055052 = -5093588.809176
  nChanged 126
		SP:Iteration 66Q (40913.030000 sec): 3 clusters
  Score: Raw -5097083.474042 + Penalty 3453.055052 = -5093630.418990
  nChanged 106
		SP:Iteration 67Q (40913.330000 sec): 3 clusters
  Score: Raw -5097116.538881 + Penalty 3453.055052 = -5093663.483829
  nChanged 89
		SP:Iteration 68Q (40913.660000 sec): 3 clusters
  Score: Raw -5097143.079041 + Penalty 3453.055052 = -5093690.023989
  nChanged 79
		SP:Iteration 69Q (40914.110000 sec): 3 clusters
  Score: Raw -5097162.654386 + Penalty 3453.055052 = -5093709.599334
  nChanged 58
		SP:Iteration 70Q (40914.520000 sec): 3 clusters
  Score: Raw -5097178.911305 + Penalty 3453.055052 = -5093725.856252
  nChanged 51
		SP:Iteration 71Q (40914.930000 sec): 3 clusters
  Score: Raw -5097189.907131 + Penalty 3453.055052 = -5093736.852079
  nChanged 34
		SP:Iteration 72Q (40915.340000 sec): 3 clusters
  Score: Raw -5097197.313115 + Penalty 3453.055052 = -5093744.258062
  nChanged 32
		SP:Iteration 73Q (40915.630000 sec): 3 clusters
  Score: Raw -5097204.792391 + Penalty 3453.055052 = -5093751.737339
  nChanged 33
		SP:Iteration 74Q (40915.980000 sec): 3 clusters
  Score: Raw -5097212.701191 + Penalty 3453.055052 = -5093759.646138
  nChanged 29
		SP:Iteration 75Q (40916.330000 sec): 3 clusters
  Score: Raw -5097219.255383 + Penalty 3453.055052 = -5093766.200331
  nChanged 33
		SP:Iteration 76Q (40916.770000 sec): 3 clusters
  Score: Raw -5097226.671326 + Penalty 3453.055052 = -5093773.616273
  nChanged 21
		SP:Iteration 77Q (40917.120000 sec): 3 clusters
  Score: Raw -5097231.771084 + Penalty 3453.055052 = -5093778.716032
  nChanged 20
		SP:Iteration 78Q (40917.460000 sec): 3 clusters
  Score: Raw -5097236.549758 + Penalty 3453.055052 = -5093783.494706
  nChanged 22
		SP:Iteration 79Q (40917.870000 sec): 3 clusters
  Score: Raw -5097242.416221 + Penalty 3453.055052 = -5093789.361169
  nChanged 22
		SP:Iteration 80F (40918.170000 sec): 3 clusters
  Score: Raw -5097248.216453 + Penalty 3453.055052 = -5093795.161401
  nChanged 21
		SP:Iteration 81Q (40918.560000 sec): 3 clusters
  Score: Raw -5097252.594765 + Penalty 3453.055052 = -5093799.539712
  nChanged 11
		SP:Iteration 82Q (40918.890000 sec): 3 clusters
  Score: Raw -5097254.636079 + Penalty 3453.055052 = -5093801.581026
  nChanged 8
		SP:Iteration 83Q (40919.250000 sec): 3 clusters
  Score: Raw -5097256.482524 + Penalty 3453.055052 = -5093803.427472
  nChanged 7
		SP:Iteration 84Q (40919.650000 sec): 3 clusters
  Score: Raw -5097257.738182 + Penalty 3453.055052 = -5093804.683130
  nChanged 4
		SP:Iteration 85Q (40919.970000 sec): 3 clusters
  Score: Raw -5097258.392804 + Penalty 3453.055052 = -5093805.337751
  nChanged 4
		SP:Iteration 86Q (40920.410000 sec): 3 clusters
  Score: Raw -5097259.249056 + Penalty 3453.055052 = -5093806.194004
  nChanged 6
		SP:Iteration 87Q (40920.710000 sec): 3 clusters
  Score: Raw -5097260.041944 + Penalty 3453.055052 = -5093806.986892
  nChanged 1
		SP:Iteration 88Q (40921.050000 sec): 3 clusters
  Score: Raw -5097260.215813 + Penalty 3453.055052 = -5093807.160760
  nChanged 1
		SP:Iteration 89Q (40921.380000 sec): 3 clusters
  Score: Raw -5097260.389569 + Penalty 3453.055052 = -5093807.334517
  nChanged 1
		SP:Iteration 90Q (40921.760000 sec): 3 clusters
  Score: Raw -5097260.567439 + Penalty 3453.055052 = -5093807.512386
  nChanged 1
		SP:Iteration 91Q (40922.060000 sec): 3 clusters
  Score: Raw -5097260.675452 + Penalty 3453.055052 = -5093807.620400
  nChanged 0
		SP:Iteration 92F (40922.470000 sec): 3 clusters
  Score: Raw -5097260.675452 + Penalty 3453.055052 = -5093807.620400
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40922.590000 sec): 2 clusters
  Score: Raw -187400.996907 + Penalty 1213.168988 = -186187.827919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40922.760000 sec): 3 clusters
  Score: Raw -186682.161120 + Penalty 2426.337976 = -184255.823144
  nChanged 603
		SP:Iteration 1F (40922.960000 sec): 3 clusters
  Score: Raw -187194.503424 + Penalty 2426.337976 = -184768.165448
  nChanged 167
		SP:Iteration 2F (40923.110000 sec): 3 clusters
  Score: Raw -187413.451245 + Penalty 2426.337976 = -184987.113269
  nChanged 140
		SP:Iteration 3F (40923.250000 sec): 3 clusters
  Score: Raw -187584.276630 + Penalty 2426.337976 = -185157.938654
  nChanged 115
		SP:Iteration 4F (40923.440000 sec): 3 clusters
  Score: Raw -187699.205859 + Penalty 2426.337976 = -185272.867883
  nChanged 88
		SP:Iteration 5F (40923.630000 sec): 3 clusters
  Score: Raw -187798.559791 + Penalty 2426.337976 = -185372.221815
  nChanged 72
		SP:Iteration 6Q (40923.840000 sec): 3 clusters
  Score: Raw -187862.150964 + Penalty 2426.337976 = -185435.812988
  nChanged 64
		SP:Iteration 7Q (40924.020000 sec): 3 clusters
  Score: Raw -187916.920826 + Penalty 2426.337976 = -185490.582850
  nChanged 52
		SP:Iteration 8Q (40924.190000 sec): 3 clusters
  Score: Raw -187967.564583 + Penalty 2426.337976 = -185541.226607
  nChanged 45
		SP:Iteration 9Q (40924.380000 sec): 3 clusters
  Score: Raw -188010.562387 + Penalty 2426.337976 = -185584.224411
  nChanged 37
		SP:Iteration 10Q (40924.600000 sec): 3 clusters
  Score: Raw -188053.488274 + Penalty 2426.337976 = -185627.150298
  nChanged 40
		SP:Iteration 11Q (40924.830000 sec): 3 clusters
  Score: Raw -188089.414474 + Penalty 2426.337976 = -185663.076498
  nChanged 29
		SP:Iteration 12Q (40925.020000 sec): 3 clusters
  Score: Raw -188112.502374 + Penalty 2426.337976 = -185686.164398
  nChanged 20
		SP:Iteration 13Q (40925.280000 sec): 3 clusters
  Score: Raw -188132.474465 + Penalty 2426.337976 = -185706.136489
  nChanged 14
		SP:Iteration 14Q (40925.490000 sec): 3 clusters
  Score: Raw -188142.724736 + Penalty 2426.337976 = -185716.386760
  nChanged 14
		SP:Iteration 15Q (40925.640000 sec): 3 clusters
  Score: Raw -188162.161518 + Penalty 2426.337976 = -185735.823542
  nChanged 11
		SP:Iteration 16Q (40925.860000 sec): 3 clusters
  Score: Raw -188177.626811 + Penalty 2426.337976 = -185751.288836
  nChanged 14
		SP:Iteration 17Q (40925.990000 sec): 3 clusters
  Score: Raw -188195.488185 + Penalty 2426.337976 = -185769.150210
  nChanged 13
		SP:Iteration 18Q (40926.200000 sec): 3 clusters
  Score: Raw -188208.586733 + Penalty 2426.337976 = -185782.248757
  nChanged 6
		SP:Iteration 19Q (40926.370000 sec): 3 clusters
  Score: Raw -188213.070072 + Penalty 2426.337976 = -185786.732097
  nChanged 8
		SP:Iteration 20F (40926.520000 sec): 3 clusters
  Score: Raw -188217.451798 + Penalty 2426.337976 = -185791.113822
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (34845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40926.840000 sec): 2 clusters
  Score: Raw -3984936.699492 + Penalty 1699.533052 = -3983237.166440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40927.240000 sec): 3 clusters
  Score: Raw -3963391.707657 + Penalty 3399.066104 = -3959992.641554
  nChanged 16209
		SP:Iteration 1F (40927.630000 sec): 3 clusters
  Score: Raw -3973224.679531 + Penalty 3399.066104 = -3969825.613427
  nChanged 2033
		SP:Iteration 2F (40928.010000 sec): 3 clusters
  Score: Raw -3974314.827257 + Penalty 3399.066104 = -3970915.761153
  nChanged 2231
		SP:Iteration 3F (40928.350000 sec): 3 clusters
  Score: Raw -3975744.552436 + Penalty 3399.066104 = -3972345.486333
  nChanged 2475
		SP:Iteration 4F (40928.700000 sec): 3 clusters
  Score: Raw -3977551.768130 + Penalty 3399.066104 = -3974152.702026
  nChanged 2535
		SP:Iteration 5F (40929.020000 sec): 3 clusters
  Score: Raw -3979530.465507 + Penalty 3399.066104 = -3976131.399403
  nChanged 2198
		SP:Iteration 6F (40929.430000 sec): 3 clusters
  Score: Raw -3981194.314387 + Penalty 3399.066104 = -3977795.248283
  nChanged 1781
		SP:Iteration 7F (40929.820000 sec): 3 clusters
  Score: Raw -3982606.804315 + Penalty 3399.066104 = -3979207.738211
  nChanged 1307
		SP:Iteration 8Q (40930.170000 sec): 3 clusters
  Score: Raw -3983580.091624 + Penalty 3399.066104 = -3980181.025521
  nChanged 950
		SP:Iteration 9Q (40930.450000 sec): 3 clusters
  Score: Raw -3984155.660227 + Penalty 3399.066104 = -3980756.594123
  nChanged 707
		SP:Iteration 10Q (40930.730000 sec): 3 clusters
  Score: Raw -3984512.565866 + Penalty 3399.066104 = -3981113.499762
  nChanged 594
		SP:Iteration 11Q (40931.070000 sec): 3 clusters
  Score: Raw -3984785.684812 + Penalty 3399.066104 = -3981386.618709
  nChanged 514
		SP:Iteration 12Q (40931.470000 sec): 3 clusters
  Score: Raw -3985033.808327 + Penalty 3399.066104 = -3981634.742224
  nChanged 498
		SP:Iteration 13Q (40931.770000 sec): 3 clusters
  Score: Raw -3985288.967699 + Penalty 3399.066104 = -3981889.901596
  nChanged 496
		SP:Iteration 14Q (40932.130000 sec): 3 clusters
  Score: Raw -3985559.418216 + Penalty 3399.066104 = -3982160.352112
  nChanged 470
		SP:Iteration 15Q (40932.450000 sec): 3 clusters
  Score: Raw -3985818.615134 + Penalty 3399.066104 = -3982419.549031
  nChanged 434
		SP:Iteration 16Q (40932.850000 sec): 3 clusters
  Score: Raw -3986037.841364 + Penalty 3399.066104 = -3982638.775260
  nChanged 394
		SP:Iteration 17Q (40933.170000 sec): 3 clusters
  Score: Raw -3986241.088971 + Penalty 3399.066104 = -3982842.022868
  nChanged 352
		SP:Iteration 18Q (40933.540000 sec): 3 clusters
  Score: Raw -3986422.998630 + Penalty 3399.066104 = -3983023.932526
  nChanged 331
		SP:Iteration 19Q (40933.900000 sec): 3 clusters
  Score: Raw -3986571.759180 + Penalty 3399.066104 = -3983172.693077
  nChanged 281
		SP:Iteration 20F (40934.280000 sec): 3 clusters
  Score: Raw -3986689.806753 + Penalty 3399.066104 = -3983290.740649
  nChanged 267
		SP:Iteration 21Q (40934.590000 sec): 3 clusters
  Score: Raw -3986796.195947 + Penalty 3399.066104 = -3983397.129844
  nChanged 229
		SP:Iteration 22Q (40934.900000 sec): 3 clusters
  Score: Raw -3986870.492068 + Penalty 3399.066104 = -3983471.425964
  nChanged 163
		SP:Iteration 23Q (40935.210000 sec): 3 clusters
  Score: Raw -3986914.230226 + Penalty 3399.066104 = -3983515.164122
  nChanged 143
		SP:Iteration 24Q (40935.490000 sec): 3 clusters
  Score: Raw -3986952.885354 + Penalty 3399.066104 = -3983553.819250
  nChanged 136
		SP:Iteration 25Q (40935.810000 sec): 3 clusters
  Score: Raw -3986985.654939 + Penalty 3399.066104 = -3983586.588836
  nChanged 110
		SP:Iteration 26Q (40936.180000 sec): 3 clusters
  Score: Raw -3987007.905603 + Penalty 3399.066104 = -3983608.839499
  nChanged 96
		SP:Iteration 27Q (40936.500000 sec): 3 clusters
  Score: Raw -3987023.870240 + Penalty 3399.066104 = -3983624.804136
  nChanged 72
		SP:Iteration 28Q (40936.740000 sec): 3 clusters
  Score: Raw -3987034.849163 + Penalty 3399.066104 = -3983635.783059
  nChanged 78
		SP:Iteration 29Q (40937.080000 sec): 3 clusters
  Score: Raw -3987047.812305 + Penalty 3399.066104 = -3983648.746201
  nChanged 66
		SP:Iteration 30Q (40937.390000 sec): 3 clusters
  Score: Raw -3987057.186326 + Penalty 3399.066104 = -3983658.120222
  nChanged 53
		SP:Iteration 31Q (40937.690000 sec): 3 clusters
  Score: Raw -3987065.477502 + Penalty 3399.066104 = -3983666.411399
  nChanged 58
		SP:Iteration 32Q (40937.960000 sec): 3 clusters
  Score: Raw -3987074.257584 + Penalty 3399.066104 = -3983675.191481
  nChanged 43
		SP:Iteration 33Q (40938.280000 sec): 3 clusters
  Score: Raw -3987080.446327 + Penalty 3399.066104 = -3983681.380224
  nChanged 49
		SP:Iteration 34Q (40938.630000 sec): 3 clusters
  Score: Raw -3987087.749001 + Penalty 3399.066104 = -3983688.682897
  nChanged 40
		SP:Iteration 35Q (40938.990000 sec): 3 clusters
  Score: Raw -3987092.801569 + Penalty 3399.066104 = -3983693.735466
  nChanged 25
		SP:Iteration 36Q (40939.390000 sec): 3 clusters
  Score: Raw -3987095.504201 + Penalty 3399.066104 = -3983696.438097
  nChanged 15
		SP:Iteration 37Q (40939.710000 sec): 3 clusters
  Score: Raw -3987096.900740 + Penalty 3399.066104 = -3983697.834636
  nChanged 11
		SP:Iteration 38Q (40940.060000 sec): 3 clusters
  Score: Raw -3987098.009504 + Penalty 3399.066104 = -3983698.943400
  nChanged 16
		SP:Iteration 39Q (40940.410000 sec): 3 clusters
  Score: Raw -3987099.742738 + Penalty 3399.066104 = -3983700.676635
  nChanged 18
		SP:Iteration 40F (40940.710000 sec): 3 clusters
  Score: Raw -3987101.033906 + Penalty 3399.066104 = -3983701.967802
  nChanged 11
		SP:Iteration 41Q (40941.010000 sec): 3 clusters
  Score: Raw -3987102.074765 + Penalty 3399.066104 = -3983703.008662
  nChanged 10
		SP:Iteration 42Q (40941.310000 sec): 3 clusters
  Score: Raw -3987102.933511 + Penalty 3399.066104 = -3983703.867407
  nChanged 8
		SP:Iteration 43Q (40941.630000 sec): 3 clusters
  Score: Raw -3987103.421391 + Penalty 3399.066104 = -3983704.355287
  nChanged 4
		SP:Iteration 44Q (40941.980000 sec): 3 clusters
  Score: Raw -3987103.631830 + Penalty 3399.066104 = -3983704.565727
  nChanged 2
		SP:Iteration 45Q (40942.350000 sec): 3 clusters
  Score: Raw -3987103.742623 + Penalty 3399.066104 = -3983704.676519
  nChanged 4
		SP:Iteration 46Q (40942.670000 sec): 3 clusters
  Score: Raw -3987104.142156 + Penalty 3399.066104 = -3983705.076052
  nChanged 4
		SP:Iteration 47Q (40943.030000 sec): 3 clusters
  Score: Raw -3987104.326791 + Penalty 3399.066104 = -3983705.260688
  nChanged 4
		SP:Iteration 48Q (40943.410000 sec): 3 clusters
  Score: Raw -3987104.678748 + Penalty 3399.066104 = -3983705.612645
  nChanged 6
		SP:Iteration 49Q (40943.740000 sec): 3 clusters
  Score: Raw -3987105.090421 + Penalty 3399.066104 = -3983706.024317
  nChanged 5
		SP:Iteration 50Q (40944.020000 sec): 3 clusters
  Score: Raw -3987105.375865 + Penalty 3399.066104 = -3983706.309761
  nChanged 3
		SP:Iteration 51Q (40944.370000 sec): 3 clusters
  Score: Raw -3987105.613944 + Penalty 3399.066104 = -3983706.547841
  nChanged 4
		SP:Iteration 52Q (40944.730000 sec): 3 clusters
  Score: Raw -3987106.103853 + Penalty 3399.066104 = -3983707.037749
  nChanged 7
		SP:Iteration 53Q (40945.050000 sec): 3 clusters
  Score: Raw -3987106.605339 + Penalty 3399.066104 = -3983707.539235
  nChanged 5
		SP:Iteration 54Q (40945.370000 sec): 3 clusters
  Score: Raw -3987106.980379 + Penalty 3399.066104 = -3983707.914275
  nChanged 5
		SP:Iteration 55Q (40945.700000 sec): 3 clusters
  Score: Raw -3987107.308632 + Penalty 3399.066104 = -3983708.242529
  nChanged 3
		SP:Iteration 56Q (40946.020000 sec): 3 clusters
  Score: Raw -3987107.424098 + Penalty 3399.066104 = -3983708.357994
  nChanged 2
		SP:Iteration 57Q (40946.370000 sec): 3 clusters
  Score: Raw -3987107.535146 + Penalty 3399.066104 = -3983708.469042
  nChanged 1
		SP:Iteration 58Q (40946.680000 sec): 3 clusters
  Score: Raw -3987107.562400 + Penalty 3399.066104 = -3983708.496296
  nChanged 0
		SP:Iteration 59F (40947.050000 sec): 3 clusters
  Score: Raw -3987107.562400 + Penalty 3399.066104 = -3983708.496296
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40947.180000 sec): 2 clusters
  Score: Raw -572336.594630 + Penalty 1391.941340 = -570944.653290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40947.390000 sec): 3 clusters
  Score: Raw -569592.968048 + Penalty 2783.882680 = -566809.085368
  nChanged 2176
		SP:Iteration 1F (40947.550000 sec): 3 clusters
  Score: Raw -571181.824525 + Penalty 2783.882680 = -568397.941845
  nChanged 507
		SP:Iteration 2F (40947.690000 sec): 3 clusters
  Score: Raw -571704.552479 + Penalty 2783.882680 = -568920.669799
  nChanged 439
		SP:Iteration 3F (40947.830000 sec): 3 clusters
  Score: Raw -572138.486750 + Penalty 2783.882680 = -569354.604070
  nChanged 355
		SP:Iteration 4F (40947.970000 sec): 3 clusters
  Score: Raw -572465.207313 + Penalty 2783.882680 = -569681.324633
  nChanged 247
		SP:Iteration 5Q (40948.210000 sec): 3 clusters
  Score: Raw -572677.280280 + Penalty 2783.882680 = -569893.397600
  nChanged 193
		SP:Iteration 6Q (40948.380000 sec): 3 clusters
  Score: Raw -572819.195430 + Penalty 2783.882680 = -570035.312750
  nChanged 135
		SP:Iteration 7Q (40948.590000 sec): 3 clusters
  Score: Raw -572909.255190 + Penalty 2783.882680 = -570125.372510
  nChanged 100
		SP:Iteration 8Q (40948.750000 sec): 3 clusters
  Score: Raw -572969.415694 + Penalty 2783.882680 = -570185.533014
  nChanged 72
		SP:Iteration 9Q (40948.950000 sec): 3 clusters
  Score: Raw -573004.931216 + Penalty 2783.882680 = -570221.048536
  nChanged 54
		SP:Iteration 10Q (40949.180000 sec): 3 clusters
  Score: Raw -573032.989371 + Penalty 2783.882680 = -570249.106691
  nChanged 40
		SP:Iteration 11Q (40949.340000 sec): 3 clusters
  Score: Raw -573047.824065 + Penalty 2783.882680 = -570263.941385
  nChanged 31
		SP:Iteration 12Q (40949.550000 sec): 3 clusters
  Score: Raw -573060.366664 + Penalty 2783.882680 = -570276.483984
  nChanged 23
		SP:Iteration 13Q (40949.740000 sec): 3 clusters
  Score: Raw -573066.766640 + Penalty 2783.882680 = -570282.883960
  nChanged 9
		SP:Iteration 14Q (40949.940000 sec): 3 clusters
  Score: Raw -573068.867003 + Penalty 2783.882680 = -570284.984323
  nChanged 13
		SP:Iteration 15Q (40950.110000 sec): 3 clusters
  Score: Raw -573072.376229 + Penalty 2783.882680 = -570288.493549
  nChanged 10
		SP:Iteration 16Q (40950.270000 sec): 3 clusters
  Score: Raw -573075.236910 + Penalty 2783.882680 = -570291.354230
  nChanged 10
		SP:Iteration 17Q (40950.490000 sec): 3 clusters
  Score: Raw -573077.497437 + Penalty 2783.882680 = -570293.614758
  nChanged 6
		SP:Iteration 18Q (40950.670000 sec): 3 clusters
  Score: Raw -573079.292939 + Penalty 2783.882680 = -570295.410259
  nChanged 9
		SP:Iteration 19Q (40950.840000 sec): 3 clusters
  Score: Raw -573081.481749 + Penalty 2783.882680 = -570297.599070
  nChanged 7
		SP:Iteration 20F (40951.030000 sec): 3 clusters
  Score: Raw -573082.820648 + Penalty 2783.882680 = -570298.937968
  nChanged 6
		SP:Iteration 21Q (40951.180000 sec): 3 clusters
  Score: Raw -573083.837883 + Penalty 2783.882680 = -570299.955203
  nChanged 4
		SP:Iteration 22Q (40951.370000 sec): 3 clusters
  Score: Raw -573084.679425 + Penalty 2783.882680 = -570300.796745
  nChanged 2
		SP:Iteration 23Q (40951.590000 sec): 3 clusters
  Score: Raw -573084.922105 + Penalty 2783.882680 = -570301.039425
  nChanged 0
		SP:Iteration 24F (40951.780000 sec): 3 clusters
  Score: Raw -573084.922105 + Penalty 2783.882680 = -570301.039425
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40951.880000 sec): 2 clusters
  Score: Raw -605684.294368 + Penalty 1409.584778 = -604274.709590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40952.100000 sec): 3 clusters
  Score: Raw -602605.717422 + Penalty 2819.169556 = -599786.547866
  nChanged 2437
		SP:Iteration 1F (40952.290000 sec): 3 clusters
  Score: Raw -604207.997484 + Penalty 2819.169556 = -601388.827928
  nChanged 547
		SP:Iteration 2F (40952.440000 sec): 3 clusters
  Score: Raw -604686.074690 + Penalty 2819.169556 = -601866.905134
  nChanged 489
		SP:Iteration 3F (40952.640000 sec): 3 clusters
  Score: Raw -605115.915409 + Penalty 2819.169556 = -602296.745852
  nChanged 422
		SP:Iteration 4F (40952.810000 sec): 3 clusters
  Score: Raw -605495.212190 + Penalty 2819.169556 = -602676.042634
  nChanged 334
		SP:Iteration 5F (40953.050000 sec): 3 clusters
  Score: Raw -605750.443214 + Penalty 2819.169556 = -602931.273657
  nChanged 283
		SP:Iteration 6Q (40953.230000 sec): 3 clusters
  Score: Raw -605938.020058 + Penalty 2819.169556 = -603118.850502
  nChanged 209
		SP:Iteration 7Q (40953.430000 sec): 3 clusters
  Score: Raw -606062.400568 + Penalty 2819.169556 = -603243.231011
  nChanged 167
		SP:Iteration 8Q (40953.610000 sec): 3 clusters
  Score: Raw -606138.946690 + Penalty 2819.169556 = -603319.777133
  nChanged 117
		SP:Iteration 9Q (40953.830000 sec): 3 clusters
  Score: Raw -606189.203764 + Penalty 2819.169556 = -603370.034207
  nChanged 101
		SP:Iteration 10Q (40953.950000 sec): 3 clusters
  Score: Raw -606226.076691 + Penalty 2819.169556 = -603406.907135
  nChanged 80
		SP:Iteration 11Q (40954.170000 sec): 3 clusters
  Score: Raw -606260.977205 + Penalty 2819.169556 = -603441.807648
  nChanged 78
		SP:Iteration 12Q (40954.360000 sec): 3 clusters
  Score: Raw -606292.777685 + Penalty 2819.169556 = -603473.608128
  nChanged 70
		SP:Iteration 13Q (40954.540000 sec): 3 clusters
  Score: Raw -606318.085694 + Penalty 2819.169556 = -603498.916137
  nChanged 58
		SP:Iteration 14Q (40954.770000 sec): 3 clusters
  Score: Raw -606338.129746 + Penalty 2819.169556 = -603518.960189
  nChanged 50
		SP:Iteration 15Q (40954.950000 sec): 3 clusters
  Score: Raw -606352.609774 + Penalty 2819.169556 = -603533.440218
  nChanged 46
		SP:Iteration 16Q (40955.150000 sec): 3 clusters
  Score: Raw -606364.369844 + Penalty 2819.169556 = -603545.200287
  nChanged 27
		SP:Iteration 17Q (40955.350000 sec): 3 clusters
  Score: Raw -606370.434606 + Penalty 2819.169556 = -603551.265050
  nChanged 25
		SP:Iteration 18Q (40955.540000 sec): 3 clusters
  Score: Raw -606375.978050 + Penalty 2819.169556 = -603556.808494
  nChanged 20
		SP:Iteration 19Q (40955.690000 sec): 3 clusters
  Score: Raw -606381.286391 + Penalty 2819.169556 = -603562.116835
  nChanged 25
		SP:Iteration 20F (40955.860000 sec): 3 clusters
  Score: Raw -606386.583207 + Penalty 2819.169556 = -603567.413651
  nChanged 16
		SP:Iteration 21Q (40956.040000 sec): 3 clusters
  Score: Raw -606389.335007 + Penalty 2819.169556 = -603570.165451
  nChanged 6
		SP:Iteration 22Q (40956.220000 sec): 3 clusters
  Score: Raw -606390.327250 + Penalty 2819.169556 = -603571.157694
  nChanged 4
		SP:Iteration 23Q (40956.450000 sec): 3 clusters
  Score: Raw -606391.042816 + Penalty 2819.169556 = -603571.873259
  nChanged 7
		SP:Iteration 24Q (40956.650000 sec): 3 clusters
  Score: Raw -606392.377917 + Penalty 2819.169556 = -603573.208361
  nChanged 6
		SP:Iteration 25Q (40956.810000 sec): 3 clusters
  Score: Raw -606393.388868 + Penalty 2819.169556 = -603574.219312
  nChanged 6
		SP:Iteration 26Q (40957.000000 sec): 3 clusters
  Score: Raw -606394.370218 + Penalty 2819.169556 = -603575.200662
  nChanged 4
		SP:Iteration 27Q (40957.190000 sec): 3 clusters
  Score: Raw -606395.051262 + Penalty 2819.169556 = -603575.881706
  nChanged 2
		SP:Iteration 28Q (40957.390000 sec): 3 clusters
  Score: Raw -606395.224366 + Penalty 2819.169556 = -603576.054809
  nChanged 0
		SP:Iteration 29F (40957.630000 sec): 3 clusters
  Score: Raw -606395.224366 + Penalty 2819.169556 = -603576.054809
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40957.750000 sec): 2 clusters
  Score: Raw -511374.011080 + Penalty 1356.175092 = -510017.835988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40957.960000 sec): 3 clusters
  Score: Raw -509240.178031 + Penalty 2712.350184 = -506527.827847
  nChanged 1641
		SP:Iteration 1F (40958.100000 sec): 3 clusters
  Score: Raw -510191.917332 + Penalty 2712.350184 = -507479.567148
  nChanged 313
		SP:Iteration 2F (40958.300000 sec): 3 clusters
  Score: Raw -510350.142136 + Penalty 2712.350184 = -507637.791952
  nChanged 207
		SP:Iteration 3Q (40958.490000 sec): 3 clusters
  Score: Raw -510450.190959 + Penalty 2712.350184 = -507737.840775
  nChanged 167
		SP:Iteration 4Q (40958.650000 sec): 3 clusters
  Score: Raw -510533.876267 + Penalty 2712.350184 = -507821.526083
  nChanged 130
		SP:Iteration 5Q (40958.870000 sec): 3 clusters
  Score: Raw -510596.256313 + Penalty 2712.350184 = -507883.906130
  nChanged 119
		SP:Iteration 6Q (40959.030000 sec): 3 clusters
  Score: Raw -510654.525689 + Penalty 2712.350184 = -507942.175505
  nChanged 114
		SP:Iteration 7Q (40959.190000 sec): 3 clusters
  Score: Raw -510714.588033 + Penalty 2712.350184 = -508002.237849
  nChanged 102
		SP:Iteration 8Q (40959.370000 sec): 3 clusters
  Score: Raw -510755.650347 + Penalty 2712.350184 = -508043.300163
  nChanged 85
		SP:Iteration 9Q (40959.570000 sec): 3 clusters
  Score: Raw -510789.776937 + Penalty 2712.350184 = -508077.426753
  nChanged 74
		SP:Iteration 10Q (40959.780000 sec): 3 clusters
  Score: Raw -510820.908801 + Penalty 2712.350184 = -508108.558617
  nChanged 79
		SP:Iteration 11Q (40960.000000 sec): 3 clusters
  Score: Raw -510853.278571 + Penalty 2712.350184 = -508140.928387
  nChanged 63
		SP:Iteration 12Q (40960.180000 sec): 3 clusters
  Score: Raw -510878.525266 + Penalty 2712.350184 = -508166.175082
  nChanged 52
		SP:Iteration 13Q (40960.350000 sec): 3 clusters
  Score: Raw -510897.818722 + Penalty 2712.350184 = -508185.468538
  nChanged 41
		SP:Iteration 14Q (40960.510000 sec): 3 clusters
  Score: Raw -510915.142799 + Penalty 2712.350184 = -508202.792615
  nChanged 45
		SP:Iteration 15Q (40960.720000 sec): 3 clusters
  Score: Raw -510936.286380 + Penalty 2712.350184 = -508223.936196
  nChanged 46
		SP:Iteration 16Q (40960.890000 sec): 3 clusters
  Score: Raw -510959.001801 + Penalty 2712.350184 = -508246.651617
  nChanged 39
		SP:Iteration 17Q (40961.110000 sec): 3 clusters
  Score: Raw -510976.548582 + Penalty 2712.350184 = -508264.198398
  nChanged 38
		SP:Iteration 18Q (40961.250000 sec): 3 clusters
  Score: Raw -510991.891368 + Penalty 2712.350184 = -508279.541184
  nChanged 34
		SP:Iteration 19Q (40961.440000 sec): 3 clusters
  Score: Raw -511002.596038 + Penalty 2712.350184 = -508290.245854
  nChanged 28
		SP:Iteration 20F (40961.630000 sec): 3 clusters
  Score: Raw -511016.051505 + Penalty 2712.350184 = -508303.701321
  nChanged 25
		SP:Iteration 21Q (40961.770000 sec): 3 clusters
  Score: Raw -511026.599766 + Penalty 2712.350184 = -508314.249583
  nChanged 29
		SP:Iteration 22Q (40961.950000 sec): 3 clusters
  Score: Raw -511037.220155 + Penalty 2712.350184 = -508324.869971
  nChanged 26
		SP:Iteration 23Q (40962.110000 sec): 3 clusters
  Score: Raw -511049.421138 + Penalty 2712.350184 = -508337.070954
  nChanged 38
		SP:Iteration 24Q (40962.320000 sec): 3 clusters
  Score: Raw -511067.539916 + Penalty 2712.350184 = -508355.189732
  nChanged 33
		SP:Iteration 25Q (40962.510000 sec): 3 clusters
  Score: Raw -511084.737666 + Penalty 2712.350184 = -508372.387482
  nChanged 37
		SP:Iteration 26Q (40962.640000 sec): 3 clusters
  Score: Raw -511102.243633 + Penalty 2712.350184 = -508389.893449
  nChanged 40
		SP:Iteration 27Q (40962.870000 sec): 3 clusters
  Score: Raw -511120.812074 + Penalty 2712.350184 = -508408.461890
  nChanged 37
		SP:Iteration 28Q (40963.080000 sec): 3 clusters
  Score: Raw -511137.225141 + Penalty 2712.350184 = -508424.874957
  nChanged 30
		SP:Iteration 29Q (40963.220000 sec): 3 clusters
  Score: Raw -511153.504354 + Penalty 2712.350184 = -508441.154170
  nChanged 30
		SP:Iteration 30Q (40963.360000 sec): 3 clusters
  Score: Raw -511168.212404 + Penalty 2712.350184 = -508455.862220
  nChanged 32
		SP:Iteration 31Q (40963.500000 sec): 3 clusters
  Score: Raw -511182.799557 + Penalty 2712.350184 = -508470.449373
  nChanged 25
		SP:Iteration 32Q (40963.700000 sec): 3 clusters
  Score: Raw -511196.023488 + Penalty 2712.350184 = -508483.673304
  nChanged 29
		SP:Iteration 33Q (40963.860000 sec): 3 clusters
  Score: Raw -511214.009311 + Penalty 2712.350184 = -508501.659127
  nChanged 27
		SP:Iteration 34Q (40964.020000 sec): 3 clusters
  Score: Raw -511232.300420 + Penalty 2712.350184 = -508519.950236
  nChanged 31
		SP:Iteration 35Q (40964.170000 sec): 3 clusters
  Score: Raw -511249.698066 + Penalty 2712.350184 = -508537.347882
  nChanged 35
		SP:Iteration 36Q (40964.380000 sec): 3 clusters
  Score: Raw -511276.261752 + Penalty 2712.350184 = -508563.911568
  nChanged 41
		SP:Iteration 37Q (40964.510000 sec): 3 clusters
  Score: Raw -511306.406619 + Penalty 2712.350184 = -508594.056435
  nChanged 35
		SP:Iteration 38Q (40964.680000 sec): 3 clusters
  Score: Raw -511327.940121 + Penalty 2712.350184 = -508615.589937
  nChanged 28
		SP:Iteration 39Q (40964.890000 sec): 3 clusters
  Score: Raw -511343.923014 + Penalty 2712.350184 = -508631.572830
  nChanged 33
		SP:Iteration 40F (40965.110000 sec): 3 clusters
  Score: Raw -511366.398497 + Penalty 2712.350184 = -508654.048313
  nChanged 28
		SP:Iteration 41Q (40965.270000 sec): 3 clusters
  Score: Raw -511385.730509 + Penalty 2712.350184 = -508673.380325
  nChanged 30
		SP:Iteration 42Q (40965.440000 sec): 3 clusters
  Score: Raw -511403.806589 + Penalty 2712.350184 = -508691.456405
  nChanged 29
		SP:Iteration 43Q (40965.590000 sec): 3 clusters
  Score: Raw -511422.588279 + Penalty 2712.350184 = -508710.238095
  nChanged 20
		SP:Iteration 44Q (40965.770000 sec): 3 clusters
  Score: Raw -511434.170787 + Penalty 2712.350184 = -508721.820604
  nChanged 19
		SP:Iteration 45Q (40965.980000 sec): 3 clusters
  Score: Raw -511445.260856 + Penalty 2712.350184 = -508732.910672
  nChanged 18
		SP:Iteration 46Q (40966.180000 sec): 3 clusters
  Score: Raw -511459.443703 + Penalty 2712.350184 = -508747.093519
  nChanged 18
		SP:Iteration 47Q (40966.380000 sec): 3 clusters
  Score: Raw -511471.121682 + Penalty 2712.350184 = -508758.771498
  nChanged 13
		SP:Iteration 48Q (40966.560000 sec): 3 clusters
  Score: Raw -511479.597214 + Penalty 2712.350184 = -508767.247030
  nChanged 11
		SP:Iteration 49Q (40966.730000 sec): 3 clusters
  Score: Raw -511486.472500 + Penalty 2712.350184 = -508774.122316
  nChanged 14
		SP:Iteration 50Q (40966.880000 sec): 3 clusters
  Score: Raw -511496.785852 + Penalty 2712.350184 = -508784.435668
  nChanged 15
		SP:Iteration 51Q (40967.030000 sec): 3 clusters
  Score: Raw -511512.361551 + Penalty 2712.350184 = -508800.011367
  nChanged 20
		SP:Iteration 52Q (40967.190000 sec): 3 clusters
  Score: Raw -511529.165946 + Penalty 2712.350184 = -508816.815762
  nChanged 14
		SP:Iteration 53Q (40967.360000 sec): 3 clusters
  Score: Raw -511538.618304 + Penalty 2712.350184 = -508826.268120
  nChanged 8
		SP:Iteration 54Q (40967.540000 sec): 3 clusters
  Score: Raw -511542.941318 + Penalty 2712.350184 = -508830.591134
  nChanged 8
		SP:Iteration 55Q (40967.710000 sec): 3 clusters
  Score: Raw -511549.422980 + Penalty 2712.350184 = -508837.072796
  nChanged 4
		SP:Iteration 56Q (40967.870000 sec): 3 clusters
  Score: Raw -511551.713712 + Penalty 2712.350184 = -508839.363528
  nChanged 8
		SP:Iteration 57Q (40968.060000 sec): 3 clusters
  Score: Raw -511557.095430 + Penalty 2712.350184 = -508844.745246
  nChanged 5
		SP:Iteration 58Q (40968.260000 sec): 3 clusters
  Score: Raw -511560.530593 + Penalty 2712.350184 = -508848.180409
  nChanged 4
		SP:Iteration 59Q (40968.440000 sec): 3 clusters
  Score: Raw -511564.332233 + Penalty 2712.350184 = -508851.982049
  nChanged 7
		SP:Iteration 60F (40968.600000 sec): 3 clusters
  Score: Raw -511571.716398 + Penalty 2712.350184 = -508859.366214
  nChanged 5
		SP:Iteration 61Q (40968.800000 sec): 3 clusters
  Score: Raw -511578.152537 + Penalty 2712.350184 = -508865.802353
  nChanged 3
		SP:Iteration 62Q (40968.950000 sec): 3 clusters
  Score: Raw -511581.132687 + Penalty 2712.350184 = -508868.782503
  nChanged 4
		SP:Iteration 63Q (40969.160000 sec): 3 clusters
  Score: Raw -511584.183662 + Penalty 2712.350184 = -508871.833479
  nChanged 2
		SP:Iteration 64Q (40969.340000 sec): 3 clusters
  Score: Raw -511584.926001 + Penalty 2712.350184 = -508872.575817
  nChanged 2
		SP:Iteration 65Q (40969.560000 sec): 3 clusters
  Score: Raw -511586.212299 + Penalty 2712.350184 = -508873.862115
  nChanged 1
		SP:Iteration 66Q (40969.710000 sec): 3 clusters
  Score: Raw -511586.585369 + Penalty 2712.350184 = -508874.235185
  nChanged 0
		SP:Iteration 67F (40969.940000 sec): 3 clusters
  Score: Raw -511586.585369 + Penalty 2712.350184 = -508874.235185
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40970.010000 sec): 2 clusters
  Score: Raw -696691.003887 + Penalty 1405.876752 = -695285.127135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40970.190000 sec): 3 clusters
  Score: Raw -693729.729065 + Penalty 2811.753504 = -690917.975561
  nChanged 2339
		SP:Iteration 1F (40970.400000 sec): 3 clusters
  Score: Raw -694974.758476 + Penalty 2811.753504 = -692163.004972
  nChanged 378
		SP:Iteration 2F (40970.550000 sec): 3 clusters
  Score: Raw -695155.220366 + Penalty 2811.753504 = -692343.466861
  nChanged 286
		SP:Iteration 3F (40970.730000 sec): 3 clusters
  Score: Raw -695295.114875 + Penalty 2811.753504 = -692483.361370
  nChanged 237
		SP:Iteration 4Q (40970.910000 sec): 3 clusters
  Score: Raw -695442.661862 + Penalty 2811.753504 = -692630.908358
  nChanged 235
		SP:Iteration 5Q (40971.060000 sec): 3 clusters
  Score: Raw -695588.408952 + Penalty 2811.753504 = -692776.655448
  nChanged 222
		SP:Iteration 6Q (40971.260000 sec): 3 clusters
  Score: Raw -695739.973982 + Penalty 2811.753504 = -692928.220477
  nChanged 250
		SP:Iteration 7Q (40971.460000 sec): 3 clusters
  Score: Raw -695891.355088 + Penalty 2811.753504 = -693079.601583
  nChanged 251
		SP:Iteration 8Q (40971.630000 sec): 3 clusters
  Score: Raw -696038.794621 + Penalty 2811.753504 = -693227.041117
  nChanged 223
		SP:Iteration 9Q (40971.820000 sec): 3 clusters
  Score: Raw -696170.722700 + Penalty 2811.753504 = -693358.969196
  nChanged 232
		SP:Iteration 10Q (40972.030000 sec): 3 clusters
  Score: Raw -696296.978587 + Penalty 2811.753504 = -693485.225083
  nChanged 200
		SP:Iteration 11Q (40972.280000 sec): 3 clusters
  Score: Raw -696405.001859 + Penalty 2811.753504 = -693593.248354
  nChanged 171
		SP:Iteration 12Q (40972.490000 sec): 3 clusters
  Score: Raw -696489.436047 + Penalty 2811.753504 = -693677.682543
  nChanged 142
		SP:Iteration 13Q (40972.630000 sec): 3 clusters
  Score: Raw -696550.776530 + Penalty 2811.753504 = -693739.023026
  nChanged 112
		SP:Iteration 14Q (40972.810000 sec): 3 clusters
  Score: Raw -696601.871782 + Penalty 2811.753504 = -693790.118278
  nChanged 89
		SP:Iteration 15Q (40973.000000 sec): 3 clusters
  Score: Raw -696631.946166 + Penalty 2811.753504 = -693820.192662
  nChanged 55
		SP:Iteration 16Q (40973.230000 sec): 3 clusters
  Score: Raw -696648.519026 + Penalty 2811.753504 = -693836.765522
  nChanged 49
		SP:Iteration 17Q (40973.370000 sec): 3 clusters
  Score: Raw -696661.735463 + Penalty 2811.753504 = -693849.981958
  nChanged 37
		SP:Iteration 18Q (40973.550000 sec): 3 clusters
  Score: Raw -696672.387686 + Penalty 2811.753504 = -693860.634181
  nChanged 30
		SP:Iteration 19Q (40973.770000 sec): 3 clusters
  Score: Raw -696681.285231 + Penalty 2811.753504 = -693869.531727
  nChanged 38
		SP:Iteration 20F (40973.930000 sec): 3 clusters
  Score: Raw -696693.460054 + Penalty 2811.753504 = -693881.706550
  nChanged 32
		SP:Iteration 21Q (40974.090000 sec): 3 clusters
  Score: Raw -696704.004370 + Penalty 2811.753504 = -693892.250866
  nChanged 26
		SP:Iteration 22Q (40974.230000 sec): 3 clusters
  Score: Raw -696711.539071 + Penalty 2811.753504 = -693899.785567
  nChanged 36
		SP:Iteration 23Q (40974.450000 sec): 3 clusters
  Score: Raw -696720.804470 + Penalty 2811.753504 = -693909.050966
  nChanged 31
		SP:Iteration 24Q (40974.560000 sec): 3 clusters
  Score: Raw -696730.641781 + Penalty 2811.753504 = -693918.888276
  nChanged 27
		SP:Iteration 25Q (40974.700000 sec): 3 clusters
  Score: Raw -696737.603608 + Penalty 2811.753504 = -693925.850103
  nChanged 30
		SP:Iteration 26Q (40974.900000 sec): 3 clusters
  Score: Raw -696745.001175 + Penalty 2811.753504 = -693933.247671
  nChanged 25
		SP:Iteration 27Q (40975.080000 sec): 3 clusters
  Score: Raw -696750.974469 + Penalty 2811.753504 = -693939.220964
  nChanged 19
		SP:Iteration 28Q (40975.290000 sec): 3 clusters
  Score: Raw -696755.488139 + Penalty 2811.753504 = -693943.734635
  nChanged 14
		SP:Iteration 29Q (40975.480000 sec): 3 clusters
  Score: Raw -696758.291048 + Penalty 2811.753504 = -693946.537544
  nChanged 9
		SP:Iteration 30Q (40975.670000 sec): 3 clusters
  Score: Raw -696759.219769 + Penalty 2811.753504 = -693947.466265
  nChanged 1
		SP:Iteration 31Q (40975.850000 sec): 3 clusters
  Score: Raw -696759.617943 + Penalty 2811.753504 = -693947.864438
  nChanged 2
		SP:Iteration 32Q (40976.030000 sec): 3 clusters
  Score: Raw -696760.215435 + Penalty 2811.753504 = -693948.461930
  nChanged 5
		SP:Iteration 33Q (40976.170000 sec): 3 clusters
  Score: Raw -696761.265841 + Penalty 2811.753504 = -693949.512337
  nChanged 4
		SP:Iteration 34Q (40976.390000 sec): 3 clusters
  Score: Raw -696762.245841 + Penalty 2811.753504 = -693950.492337
  nChanged 4
		SP:Iteration 35Q (40976.550000 sec): 3 clusters
  Score: Raw -696762.832177 + Penalty 2811.753504 = -693951.078673
  nChanged 6
		SP:Iteration 36Q (40976.670000 sec): 3 clusters
  Score: Raw -696763.709892 + Penalty 2811.753504 = -693951.956387
  nChanged 5
		SP:Iteration 37Q (40976.890000 sec): 3 clusters
  Score: Raw -696764.466021 + Penalty 2811.753504 = -693952.712517
  nChanged 4
		SP:Iteration 38Q (40977.060000 sec): 3 clusters
  Score: Raw -696765.525764 + Penalty 2811.753504 = -693953.772260
  nChanged 5
		SP:Iteration 39Q (40977.250000 sec): 3 clusters
  Score: Raw -696766.657685 + Penalty 2811.753504 = -693954.904181
  nChanged 8
		SP:Iteration 40F (40977.410000 sec): 3 clusters
  Score: Raw -696768.265442 + Penalty 2811.753504 = -693956.511938
  nChanged 6
		SP:Iteration 41Q (40977.610000 sec): 3 clusters
  Score: Raw -696769.629261 + Penalty 2811.753504 = -693957.875757
  nChanged 10
		SP:Iteration 42Q (40977.790000 sec): 3 clusters
  Score: Raw -696771.534136 + Penalty 2811.753504 = -693959.780632
  nChanged 6
		SP:Iteration 43Q (40978.010000 sec): 3 clusters
  Score: Raw -696772.805286 + Penalty 2811.753504 = -693961.051782
  nChanged 6
		SP:Iteration 44Q (40978.230000 sec): 3 clusters
  Score: Raw -696774.300362 + Penalty 2811.753504 = -693962.546857
  nChanged 3
		SP:Iteration 45Q (40978.370000 sec): 3 clusters
  Score: Raw -696774.984087 + Penalty 2811.753504 = -693963.230582
  nChanged 5
		SP:Iteration 46Q (40978.530000 sec): 3 clusters
  Score: Raw -696775.793905 + Penalty 2811.753504 = -693964.040401
  nChanged 8
		SP:Iteration 47Q (40978.730000 sec): 3 clusters
  Score: Raw -696777.286595 + Penalty 2811.753504 = -693965.533090
  nChanged 10
		SP:Iteration 48Q (40978.920000 sec): 3 clusters
  Score: Raw -696779.152337 + Penalty 2811.753504 = -693967.398833
  nChanged 4
		SP:Iteration 49Q (40979.100000 sec): 3 clusters
  Score: Raw -696779.980375 + Penalty 2811.753504 = -693968.226871
  nChanged 4
		SP:Iteration 50Q (40979.320000 sec): 3 clusters
  Score: Raw -696781.044654 + Penalty 2811.753504 = -693969.291150
  nChanged 6
		SP:Iteration 51Q (40979.560000 sec): 3 clusters
  Score: Raw -696782.167636 + Penalty 2811.753504 = -693970.414132
  nChanged 4
		SP:Iteration 52Q (40979.710000 sec): 3 clusters
  Score: Raw -696782.852059 + Penalty 2811.753504 = -693971.098555
  nChanged 5
		SP:Iteration 53Q (40979.870000 sec): 3 clusters
  Score: Raw -696783.940910 + Penalty 2811.753504 = -693972.187406
  nChanged 8
		SP:Iteration 54Q (40980.020000 sec): 3 clusters
  Score: Raw -696785.232380 + Penalty 2811.753504 = -693973.478876
  nChanged 5
		SP:Iteration 55Q (40980.200000 sec): 3 clusters
  Score: Raw -696786.128666 + Penalty 2811.753504 = -693974.375162
  nChanged 4
		SP:Iteration 56Q (40980.380000 sec): 3 clusters
  Score: Raw -696786.659406 + Penalty 2811.753504 = -693974.905901
  nChanged 4
		SP:Iteration 57Q (40980.610000 sec): 3 clusters
  Score: Raw -696787.558043 + Penalty 2811.753504 = -693975.804539
  nChanged 6
		SP:Iteration 58Q (40980.780000 sec): 3 clusters
  Score: Raw -696788.440250 + Penalty 2811.753504 = -693976.686745
  nChanged 5
		SP:Iteration 59Q (40981.000000 sec): 3 clusters
  Score: Raw -696789.588247 + Penalty 2811.753504 = -693977.834743
  nChanged 6
		SP:Iteration 60F (40981.180000 sec): 3 clusters
  Score: Raw -696791.207338 + Penalty 2811.753504 = -693979.453834
  nChanged 8
		SP:Iteration 61Q (40981.400000 sec): 3 clusters
  Score: Raw -696792.935883 + Penalty 2811.753504 = -693981.182379
  nChanged 9
		SP:Iteration 62Q (40981.570000 sec): 3 clusters
  Score: Raw -696794.243272 + Penalty 2811.753504 = -693982.489767
  nChanged 2
		SP:Iteration 63Q (40981.720000 sec): 3 clusters
  Score: Raw -696794.566827 + Penalty 2811.753504 = -693982.813323
  nChanged 2
		SP:Iteration 64Q (40981.920000 sec): 3 clusters
  Score: Raw -696794.960677 + Penalty 2811.753504 = -693983.207173
  nChanged 4
		SP:Iteration 65Q (40982.130000 sec): 3 clusters
  Score: Raw -696796.072232 + Penalty 2811.753504 = -693984.318728
  nChanged 7
		SP:Iteration 66Q (40982.320000 sec): 3 clusters
  Score: Raw -696797.340699 + Penalty 2811.753504 = -693985.587195
  nChanged 10
		SP:Iteration 67Q (40982.530000 sec): 3 clusters
  Score: Raw -696798.925427 + Penalty 2811.753504 = -693987.171922
  nChanged 4
		SP:Iteration 68Q (40982.690000 sec): 3 clusters
  Score: Raw -696799.484358 + Penalty 2811.753504 = -693987.730853
  nChanged 6
		SP:Iteration 69Q (40982.930000 sec): 3 clusters
  Score: Raw -696800.561168 + Penalty 2811.753504 = -693988.807664
  nChanged 8
		SP:Iteration 70Q (40983.140000 sec): 3 clusters
  Score: Raw -696802.307155 + Penalty 2811.753504 = -693990.553651
  nChanged 8
		SP:Iteration 71Q (40983.280000 sec): 3 clusters
  Score: Raw -696803.831979 + Penalty 2811.753504 = -693992.078475
  nChanged 11
		SP:Iteration 72Q (40983.430000 sec): 3 clusters
  Score: Raw -696805.571644 + Penalty 2811.753504 = -693993.818140
  nChanged 9
		SP:Iteration 73Q (40983.610000 sec): 3 clusters
  Score: Raw -696807.189567 + Penalty 2811.753504 = -693995.436063
  nChanged 2
		SP:Iteration 74Q (40983.810000 sec): 3 clusters
  Score: Raw -696807.726193 + Penalty 2811.753504 = -693995.972689
  nChanged 5
		SP:Iteration 75Q (40983.980000 sec): 3 clusters
  Score: Raw -696809.037028 + Penalty 2811.753504 = -693997.283524
  nChanged 6
		SP:Iteration 76Q (40984.210000 sec): 3 clusters
  Score: Raw -696809.958009 + Penalty 2811.753504 = -693998.204505
  nChanged 8
		SP:Iteration 77Q (40984.380000 sec): 3 clusters
  Score: Raw -696811.844182 + Penalty 2811.753504 = -694000.090678
  nChanged 9
		SP:Iteration 78Q (40984.550000 sec): 3 clusters
  Score: Raw -696814.167450 + Penalty 2811.753504 = -694002.413946
  nChanged 9
		SP:Iteration 79Q (40984.740000 sec): 3 clusters
  Score: Raw -696816.291314 + Penalty 2811.753504 = -694004.537810
  nChanged 8
		SP:Iteration 80F (40984.900000 sec): 3 clusters
  Score: Raw -696818.418174 + Penalty 2811.753504 = -694006.664669
  nChanged 12
		SP:Iteration 81Q (40985.080000 sec): 3 clusters
  Score: Raw -696821.197817 + Penalty 2811.753504 = -694009.444312
  nChanged 10
		SP:Iteration 82Q (40985.220000 sec): 3 clusters
  Score: Raw -696823.544714 + Penalty 2811.753504 = -694011.791210
  nChanged 8
		SP:Iteration 83Q (40985.380000 sec): 3 clusters
  Score: Raw -696824.800862 + Penalty 2811.753504 = -694013.047358
  nChanged 5
		SP:Iteration 84Q (40985.570000 sec): 3 clusters
  Score: Raw -696826.128815 + Penalty 2811.753504 = -694014.375311
  nChanged 7
		SP:Iteration 85Q (40985.730000 sec): 3 clusters
  Score: Raw -696828.201874 + Penalty 2811.753504 = -694016.448370
  nChanged 10
		SP:Iteration 86Q (40985.930000 sec): 3 clusters
  Score: Raw -696830.815963 + Penalty 2811.753504 = -694019.062458
  nChanged 9
		SP:Iteration 87Q (40986.160000 sec): 3 clusters
  Score: Raw -696833.499794 + Penalty 2811.753504 = -694021.746289
  nChanged 7
		SP:Iteration 88Q (40986.310000 sec): 3 clusters
  Score: Raw -696834.983210 + Penalty 2811.753504 = -694023.229706
  nChanged 8
		SP:Iteration 89Q (40986.520000 sec): 3 clusters
  Score: Raw -696836.365477 + Penalty 2811.753504 = -694024.611972
  nChanged 6
		SP:Iteration 90Q (40986.730000 sec): 3 clusters
  Score: Raw -696837.490853 + Penalty 2811.753504 = -694025.737349
  nChanged 5
		SP:Iteration 91Q (40986.930000 sec): 3 clusters
  Score: Raw -696838.265118 + Penalty 2811.753504 = -694026.511614
  nChanged 4
		SP:Iteration 92Q (40987.140000 sec): 3 clusters
  Score: Raw -696838.901513 + Penalty 2811.753504 = -694027.148008
  nChanged 4
		SP:Iteration 93Q (40987.360000 sec): 3 clusters
  Score: Raw -696839.428999 + Penalty 2811.753504 = -694027.675494
  nChanged 1
		SP:Iteration 94Q (40987.550000 sec): 3 clusters
  Score: Raw -696839.551824 + Penalty 2811.753504 = -694027.798319
  nChanged 0
		SP:Iteration 95F (40987.720000 sec): 3 clusters
  Score: Raw -696839.551824 + Penalty 2811.753504 = -694027.798319
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40987.820000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40988.060000 sec): 3 clusters
  Score: Raw -11748.314015 + Penalty 1553.215135 = -10195.098880
  nChanged 9
		SP:Iteration 1F (40988.170000 sec): 3 clusters
  Score: Raw -11795.602670 + Penalty 1553.215135 = -10242.387535
  nChanged 4
		SP:Iteration 2Q (40988.340000 sec): 3 clusters
  Score: Raw -11829.858209 + Penalty 1553.215135 = -10276.643074
  nChanged 3
		SP:Iteration 3Q (40988.520000 sec): 3 clusters
  Score: Raw -11879.961238 + Penalty 1553.215135 = -10326.746103
  nChanged 2
		SP:Iteration 4Q (40988.680000 sec): 3 clusters
  Score: Raw -11885.401812 + Penalty 1553.215135 = -10332.186677
  nChanged 0
		SP:Iteration 5F (40988.820000 sec): 3 clusters
  Score: Raw -11885.401812 + Penalty 1553.215135 = -10332.186677
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40988.930000 sec): 2 clusters
  Score: Raw -36727.393251 + Penalty 949.575968 = -35777.817284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40989.060000 sec): 3 clusters
  Score: Raw -36747.676162 + Penalty 1899.151936 = -34848.524226
  nChanged 77
		SP:Iteration 1F (40989.180000 sec): 3 clusters
  Score: Raw -36899.617593 + Penalty 1899.151936 = -35000.465657
  nChanged 17
		SP:Iteration 2Q (40989.360000 sec): 3 clusters
  Score: Raw -36931.123099 + Penalty 1899.151936 = -35031.971163
  nChanged 11
		SP:Iteration 3Q (40989.480000 sec): 3 clusters
  Score: Raw -36952.842338 + Penalty 1899.151936 = -35053.690402
  nChanged 7
		SP:Iteration 4Q (40989.630000 sec): 3 clusters
  Score: Raw -36979.942429 + Penalty 1899.151936 = -35080.790494
  nChanged 5
		SP:Iteration 5Q (40989.780000 sec): 3 clusters
  Score: Raw -36992.384859 + Penalty 1899.151936 = -35093.232924
  nChanged 5
		SP:Iteration 6Q (40989.990000 sec): 3 clusters
  Score: Raw -37015.265781 + Penalty 1899.151936 = -35116.113845
  nChanged 5
		SP:Iteration 7Q (40990.160000 sec): 3 clusters
  Score: Raw -37035.385124 + Penalty 1899.151936 = -35136.233189
  nChanged 3
		SP:Iteration 8Q (40990.300000 sec): 3 clusters
  Score: Raw -37055.871975 + Penalty 1899.151936 = -35156.720039
  nChanged 5
		SP:Iteration 9Q (40990.490000 sec): 3 clusters
  Score: Raw -37083.312203 + Penalty 1899.151936 = -35184.160267
  nChanged 3
		SP:Iteration 10Q (40990.670000 sec): 3 clusters
  Score: Raw -37093.351842 + Penalty 1899.151936 = -35194.199907
  nChanged 1
		SP:Iteration 11Q (40990.850000 sec): 3 clusters
  Score: Raw -37096.432093 + Penalty 1899.151936 = -35197.280157
  nChanged 0
		SP:Iteration 12F (40991.000000 sec): 3 clusters
  Score: Raw -37096.432093 + Penalty 1899.151936 = -35197.280157
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40991.080000 sec): 2 clusters
  Score: Raw -752894.167735 + Penalty 1411.599666 = -751482.568069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40991.250000 sec): 3 clusters
  Score: Raw -749741.970347 + Penalty 2823.199332 = -746918.771015
  nChanged 2433
		SP:Iteration 1F (40991.490000 sec): 3 clusters
  Score: Raw -751020.171981 + Penalty 2823.199332 = -748196.972649
  nChanged 390
		SP:Iteration 2F (40991.640000 sec): 3 clusters
  Score: Raw -751205.997573 + Penalty 2823.199332 = -748382.798241
  nChanged 294
		SP:Iteration 3Q (40991.820000 sec): 3 clusters
  Score: Raw -751325.044158 + Penalty 2823.199332 = -748501.844826
  nChanged 236
		SP:Iteration 4Q (40991.970000 sec): 3 clusters
  Score: Raw -751417.802190 + Penalty 2823.199332 = -748594.602858
  nChanged 197
		SP:Iteration 5Q (40992.190000 sec): 3 clusters
  Score: Raw -751487.818471 + Penalty 2823.199332 = -748664.619139
  nChanged 152
		SP:Iteration 6Q (40992.380000 sec): 3 clusters
  Score: Raw -751539.617250 + Penalty 2823.199332 = -748716.417918
  nChanged 142
		SP:Iteration 7Q (40992.580000 sec): 3 clusters
  Score: Raw -751593.764022 + Penalty 2823.199332 = -748770.564690
  nChanged 155
		SP:Iteration 8Q (40992.770000 sec): 3 clusters
  Score: Raw -751654.609187 + Penalty 2823.199332 = -748831.409855
  nChanged 156
		SP:Iteration 9Q (40992.980000 sec): 3 clusters
  Score: Raw -751723.436496 + Penalty 2823.199332 = -748900.237164
  nChanged 157
		SP:Iteration 10Q (40993.150000 sec): 3 clusters
  Score: Raw -751797.780746 + Penalty 2823.199332 = -748974.581414
  nChanged 173
		SP:Iteration 11Q (40993.360000 sec): 3 clusters
  Score: Raw -751881.440017 + Penalty 2823.199332 = -749058.240685
  nChanged 181
		SP:Iteration 12Q (40993.570000 sec): 3 clusters
  Score: Raw -751978.232763 + Penalty 2823.199332 = -749155.033431
  nChanged 190
		SP:Iteration 13Q (40993.750000 sec): 3 clusters
  Score: Raw -752095.045369 + Penalty 2823.199332 = -749271.846037
  nChanged 177
		SP:Iteration 14Q (40993.880000 sec): 3 clusters
  Score: Raw -752221.470841 + Penalty 2823.199332 = -749398.271509
  nChanged 184
		SP:Iteration 15Q (40994.080000 sec): 3 clusters
  Score: Raw -752344.884408 + Penalty 2823.199332 = -749521.685076
  nChanged 185
		SP:Iteration 16Q (40994.300000 sec): 3 clusters
  Score: Raw -752457.141818 + Penalty 2823.199332 = -749633.942486
  nChanged 160
		SP:Iteration 17Q (40994.460000 sec): 3 clusters
  Score: Raw -752534.895170 + Penalty 2823.199332 = -749711.695838
  nChanged 108
		SP:Iteration 18Q (40994.630000 sec): 3 clusters
  Score: Raw -752577.101487 + Penalty 2823.199332 = -749753.902155
  nChanged 78
		SP:Iteration 19Q (40994.820000 sec): 3 clusters
  Score: Raw -752613.012423 + Penalty 2823.199332 = -749789.813091
  nChanged 79
		SP:Iteration 20F (40995.020000 sec): 3 clusters
  Score: Raw -752647.682003 + Penalty 2823.199332 = -749824.482671
  nChanged 69
		SP:Iteration 21Q (40995.220000 sec): 3 clusters
  Score: Raw -752678.289397 + Penalty 2823.199332 = -749855.090065
  nChanged 65
		SP:Iteration 22Q (40995.410000 sec): 3 clusters
  Score: Raw -752699.667704 + Penalty 2823.199332 = -749876.468372
  nChanged 44
		SP:Iteration 23Q (40995.580000 sec): 3 clusters
  Score: Raw -752714.369457 + Penalty 2823.199332 = -749891.170125
  nChanged 48
		SP:Iteration 24Q (40995.750000 sec): 3 clusters
  Score: Raw -752731.664522 + Penalty 2823.199332 = -749908.465190
  nChanged 44
		SP:Iteration 25Q (40995.980000 sec): 3 clusters
  Score: Raw -752748.451449 + Penalty 2823.199332 = -749925.252117
  nChanged 41
		SP:Iteration 26Q (40996.160000 sec): 3 clusters
  Score: Raw -752766.241815 + Penalty 2823.199332 = -749943.042483
  nChanged 32
		SP:Iteration 27Q (40996.360000 sec): 3 clusters
  Score: Raw -752777.436595 + Penalty 2823.199332 = -749954.237263
  nChanged 25
		SP:Iteration 28Q (40996.550000 sec): 3 clusters
  Score: Raw -752786.008573 + Penalty 2823.199332 = -749962.809241
  nChanged 30
		SP:Iteration 29Q (40996.760000 sec): 3 clusters
  Score: Raw -752795.103931 + Penalty 2823.199332 = -749971.904599
  nChanged 21
		SP:Iteration 30Q (40996.900000 sec): 3 clusters
  Score: Raw -752801.196069 + Penalty 2823.199332 = -749977.996737
  nChanged 21
		SP:Iteration 31Q (40997.120000 sec): 3 clusters
  Score: Raw -752807.873241 + Penalty 2823.199332 = -749984.673909
  nChanged 24
		SP:Iteration 32Q (40997.330000 sec): 3 clusters
  Score: Raw -752814.337296 + Penalty 2823.199332 = -749991.137964
  nChanged 11
		SP:Iteration 33Q (40997.510000 sec): 3 clusters
  Score: Raw -752817.206230 + Penalty 2823.199332 = -749994.006898
  nChanged 18
		SP:Iteration 34Q (40997.720000 sec): 3 clusters
  Score: Raw -752821.366925 + Penalty 2823.199332 = -749998.167593
  nChanged 8
		SP:Iteration 35Q (40997.940000 sec): 3 clusters
  Score: Raw -752822.894102 + Penalty 2823.199332 = -749999.694770
  nChanged 6
		SP:Iteration 36Q (40998.130000 sec): 3 clusters
  Score: Raw -752824.455987 + Penalty 2823.199332 = -750001.256655
  nChanged 11
		SP:Iteration 37Q (40998.340000 sec): 3 clusters
  Score: Raw -752827.726825 + Penalty 2823.199332 = -750004.527493
  nChanged 12
		SP:Iteration 38Q (40998.530000 sec): 3 clusters
  Score: Raw -752831.516286 + Penalty 2823.199332 = -750008.316954
  nChanged 14
		SP:Iteration 39Q (40998.760000 sec): 3 clusters
  Score: Raw -752834.259704 + Penalty 2823.199332 = -750011.060372
  nChanged 10
		SP:Iteration 40F (40998.950000 sec): 3 clusters
  Score: Raw -752837.353429 + Penalty 2823.199332 = -750014.154097
  nChanged 9
		SP:Iteration 41Q (40999.160000 sec): 3 clusters
  Score: Raw -752840.757551 + Penalty 2823.199332 = -750017.558219
  nChanged 8
		SP:Iteration 42Q (40999.340000 sec): 3 clusters
  Score: Raw -752843.056920 + Penalty 2823.199332 = -750019.857588
  nChanged 11
		SP:Iteration 43Q (40999.490000 sec): 3 clusters
  Score: Raw -752844.846575 + Penalty 2823.199332 = -750021.647243
  nChanged 6
		SP:Iteration 44Q (40999.690000 sec): 3 clusters
  Score: Raw -752845.865276 + Penalty 2823.199332 = -750022.665944
  nChanged 6
		SP:Iteration 45Q (40999.860000 sec): 3 clusters
  Score: Raw -752847.234902 + Penalty 2823.199332 = -750024.035570
  nChanged 6
		SP:Iteration 46Q (41000.070000 sec): 3 clusters
  Score: Raw -752849.006910 + Penalty 2823.199332 = -750025.807578
  nChanged 7
		SP:Iteration 47Q (41000.230000 sec): 3 clusters
  Score: Raw -752851.576282 + Penalty 2823.199332 = -750028.376950
  nChanged 10
		SP:Iteration 48Q (41000.440000 sec): 3 clusters
  Score: Raw -752854.390453 + Penalty 2823.199332 = -750031.191121
  nChanged 13
		SP:Iteration 49Q (41000.600000 sec): 3 clusters
  Score: Raw -752858.053110 + Penalty 2823.199332 = -750034.853778
  nChanged 7
		SP:Iteration 50Q (41000.800000 sec): 3 clusters
  Score: Raw -752859.035089 + Penalty 2823.199332 = -750035.835757
  nChanged 3
		SP:Iteration 51Q (41000.960000 sec): 3 clusters
  Score: Raw -752859.654063 + Penalty 2823.199332 = -750036.454731
  nChanged 5
		SP:Iteration 52Q (41001.160000 sec): 3 clusters
  Score: Raw -752861.173837 + Penalty 2823.199332 = -750037.974505
  nChanged 6
		SP:Iteration 53Q (41001.330000 sec): 3 clusters
  Score: Raw -752862.549703 + Penalty 2823.199332 = -750039.350371
  nChanged 4
		SP:Iteration 54Q (41001.560000 sec): 3 clusters
  Score: Raw -752863.527617 + Penalty 2823.199332 = -750040.328285
  nChanged 3
		SP:Iteration 55Q (41001.790000 sec): 3 clusters
  Score: Raw -752864.310257 + Penalty 2823.199332 = -750041.110925
  nChanged 6
		SP:Iteration 56Q (41001.960000 sec): 3 clusters
  Score: Raw -752865.585611 + Penalty 2823.199332 = -750042.386279
  nChanged 5
		SP:Iteration 57Q (41002.190000 sec): 3 clusters
  Score: Raw -752866.742907 + Penalty 2823.199332 = -750043.543575
  nChanged 4
		SP:Iteration 58Q (41002.360000 sec): 3 clusters
  Score: Raw -752867.598176 + Penalty 2823.199332 = -750044.398844
  nChanged 6
		SP:Iteration 59Q (41002.600000 sec): 3 clusters
  Score: Raw -752868.884098 + Penalty 2823.199332 = -750045.684766
  nChanged 2
		SP:Iteration 60F (41002.720000 sec): 3 clusters
  Score: Raw -752869.081085 + Penalty 2823.199332 = -750045.881753
  nChanged 2
		SP:Iteration 61Q (41002.900000 sec): 3 clusters
  Score: Raw -752869.330982 + Penalty 2823.199332 = -750046.131650
  nChanged 1
		SP:Iteration 62Q (41003.110000 sec): 3 clusters
  Score: Raw -752869.588424 + Penalty 2823.199332 = -750046.389092
  nChanged 2
		SP:Iteration 63Q (41003.330000 sec): 3 clusters
  Score: Raw -752869.923147 + Penalty 2823.199332 = -750046.723815
  nChanged 3
		SP:Iteration 64Q (41003.580000 sec): 3 clusters
  Score: Raw -752870.342094 + Penalty 2823.199332 = -750047.142762
  nChanged 1
		SP:Iteration 65Q (41003.780000 sec): 3 clusters
  Score: Raw -752870.549390 + Penalty 2823.199332 = -750047.350058
  nChanged 1
		SP:Iteration 66Q (41003.970000 sec): 3 clusters
  Score: Raw -752870.745927 + Penalty 2823.199332 = -750047.546595
  nChanged 2
		SP:Iteration 67Q (41004.160000 sec): 3 clusters
  Score: Raw -752871.006004 + Penalty 2823.199332 = -750047.806672
  nChanged 4
		SP:Iteration 68Q (41004.350000 sec): 3 clusters
  Score: Raw -752871.825220 + Penalty 2823.199332 = -750048.625888
  nChanged 5
		SP:Iteration 69Q (41004.540000 sec): 3 clusters
  Score: Raw -752872.818125 + Penalty 2823.199332 = -750049.618793
  nChanged 5
		SP:Iteration 70Q (41004.690000 sec): 3 clusters
  Score: Raw -752873.626797 + Penalty 2823.199332 = -750050.427465
  nChanged 3
		SP:Iteration 71Q (41004.880000 sec): 3 clusters
  Score: Raw -752874.246700 + Penalty 2823.199332 = -750051.047368
  nChanged 6
		SP:Iteration 72Q (41005.060000 sec): 3 clusters
  Score: Raw -752876.402409 + Penalty 2823.199332 = -750053.203077
  nChanged 6
		SP:Iteration 73Q (41005.270000 sec): 3 clusters
  Score: Raw -752878.202570 + Penalty 2823.199332 = -750055.003238
  nChanged 7
		SP:Iteration 74Q (41005.450000 sec): 3 clusters
  Score: Raw -752879.255390 + Penalty 2823.199332 = -750056.056058
  nChanged 6
		SP:Iteration 75Q (41005.630000 sec): 3 clusters
  Score: Raw -752880.694807 + Penalty 2823.199332 = -750057.495475
  nChanged 5
		SP:Iteration 76Q (41005.870000 sec): 3 clusters
  Score: Raw -752882.305831 + Penalty 2823.199332 = -750059.106499
  nChanged 6
		SP:Iteration 77Q (41006.040000 sec): 3 clusters
  Score: Raw -752883.557310 + Penalty 2823.199332 = -750060.357978
  nChanged 5
		SP:Iteration 78Q (41006.190000 sec): 3 clusters
  Score: Raw -752884.691873 + Penalty 2823.199332 = -750061.492541
  nChanged 5
		SP:Iteration 79Q (41006.440000 sec): 3 clusters
  Score: Raw -752885.604011 + Penalty 2823.199332 = -750062.404679
  nChanged 3
		SP:Iteration 80F (41006.610000 sec): 3 clusters
  Score: Raw -752886.323851 + Penalty 2823.199332 = -750063.124519
  nChanged 2
		SP:Iteration 81Q (41006.830000 sec): 3 clusters
  Score: Raw -752887.129015 + Penalty 2823.199332 = -750063.929683
  nChanged 3
		SP:Iteration 82Q (41007.040000 sec): 3 clusters
  Score: Raw -752887.588192 + Penalty 2823.199332 = -750064.388860
  nChanged 0
		SP:Iteration 83F (41007.250000 sec): 3 clusters
  Score: Raw -752887.588192 + Penalty 2823.199332 = -750064.388860
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41007.390000 sec): 2 clusters
  Score: Raw -1055792.968561 + Penalty 1480.656900 = -1054312.311661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41007.560000 sec): 3 clusters
  Score: Raw -1050693.303640 + Penalty 2961.313800 = -1047731.989841
  nChanged 3846
		SP:Iteration 1F (41007.730000 sec): 3 clusters
  Score: Raw -1052972.879601 + Penalty 2961.313800 = -1050011.565801
  nChanged 685
		SP:Iteration 2F (41007.950000 sec): 3 clusters
  Score: Raw -1053482.651890 + Penalty 2961.313800 = -1050521.338090
  nChanged 654
		SP:Iteration 3F (41008.200000 sec): 3 clusters
  Score: Raw -1054070.848541 + Penalty 2961.313800 = -1051109.534741
  nChanged 651
		SP:Iteration 4F (41008.400000 sec): 3 clusters
  Score: Raw -1054654.550574 + Penalty 2961.313800 = -1051693.236774
  nChanged 659
		SP:Iteration 5F (41008.600000 sec): 3 clusters
  Score: Raw -1055175.935669 + Penalty 2961.313800 = -1052214.621869
  nChanged 523
		SP:Iteration 6F (41008.810000 sec): 3 clusters
  Score: Raw -1055501.009912 + Penalty 2961.313800 = -1052539.696113
  nChanged 398
		SP:Iteration 7Q (41009.050000 sec): 3 clusters
  Score: Raw -1055721.939576 + Penalty 2961.313800 = -1052760.625776
  nChanged 320
		SP:Iteration 8Q (41009.240000 sec): 3 clusters
  Score: Raw -1055865.051267 + Penalty 2961.313800 = -1052903.737467
  nChanged 231
		SP:Iteration 9Q (41009.490000 sec): 3 clusters
  Score: Raw -1055952.369601 + Penalty 2961.313800 = -1052991.055801
  nChanged 176
		SP:Iteration 10Q (41009.700000 sec): 3 clusters
  Score: Raw -1056010.982006 + Penalty 2961.313800 = -1053049.668207
  nChanged 133
		SP:Iteration 11Q (41009.860000 sec): 3 clusters
  Score: Raw -1056053.833439 + Penalty 2961.313800 = -1053092.519640
  nChanged 111
		SP:Iteration 12Q (41010.090000 sec): 3 clusters
  Score: Raw -1056089.310928 + Penalty 2961.313800 = -1053127.997128
  nChanged 95
		SP:Iteration 13Q (41010.340000 sec): 3 clusters
  Score: Raw -1056114.066118 + Penalty 2961.313800 = -1053152.752319
  nChanged 62
		SP:Iteration 14Q (41010.460000 sec): 3 clusters
  Score: Raw -1056131.270062 + Penalty 2961.313800 = -1053169.956263
  nChanged 62
		SP:Iteration 15Q (41010.650000 sec): 3 clusters
  Score: Raw -1056145.984649 + Penalty 2961.313800 = -1053184.670849
  nChanged 53
		SP:Iteration 16Q (41010.880000 sec): 3 clusters
  Score: Raw -1056158.714084 + Penalty 2961.313800 = -1053197.400284
  nChanged 53
		SP:Iteration 17Q (41011.150000 sec): 3 clusters
  Score: Raw -1056170.119369 + Penalty 2961.313800 = -1053208.805570
  nChanged 44
		SP:Iteration 18Q (41011.270000 sec): 3 clusters
  Score: Raw -1056180.532825 + Penalty 2961.313800 = -1053219.219026
  nChanged 43
		SP:Iteration 19Q (41011.490000 sec): 3 clusters
  Score: Raw -1056193.178351 + Penalty 2961.313800 = -1053231.864551
  nChanged 40
		SP:Iteration 20F (41011.710000 sec): 3 clusters
  Score: Raw -1056203.831170 + Penalty 2961.313800 = -1053242.517370
  nChanged 35
		SP:Iteration 21Q (41011.930000 sec): 3 clusters
  Score: Raw -1056212.026715 + Penalty 2961.313800 = -1053250.712915
  nChanged 32
		SP:Iteration 22Q (41012.150000 sec): 3 clusters
  Score: Raw -1056217.649985 + Penalty 2961.313800 = -1053256.336185
  nChanged 27
		SP:Iteration 23Q (41012.300000 sec): 3 clusters
  Score: Raw -1056224.154761 + Penalty 2961.313800 = -1053262.840961
  nChanged 33
		SP:Iteration 24Q (41012.550000 sec): 3 clusters
  Score: Raw -1056232.154163 + Penalty 2961.313800 = -1053270.840363
  nChanged 29
		SP:Iteration 25Q (41012.740000 sec): 3 clusters
  Score: Raw -1056238.593804 + Penalty 2961.313800 = -1053277.280005
  nChanged 26
		SP:Iteration 26Q (41012.970000 sec): 3 clusters
  Score: Raw -1056245.758432 + Penalty 2961.313800 = -1053284.444632
  nChanged 28
		SP:Iteration 27Q (41013.110000 sec): 3 clusters
  Score: Raw -1056252.780921 + Penalty 2961.313800 = -1053291.467121
  nChanged 32
		SP:Iteration 28Q (41013.290000 sec): 3 clusters
  Score: Raw -1056262.172273 + Penalty 2961.313800 = -1053300.858473
  nChanged 38
		SP:Iteration 29Q (41013.440000 sec): 3 clusters
  Score: Raw -1056271.680967 + Penalty 2961.313800 = -1053310.367167
  nChanged 37
		SP:Iteration 30Q (41013.600000 sec): 3 clusters
  Score: Raw -1056279.463727 + Penalty 2961.313800 = -1053318.149927
  nChanged 28
		SP:Iteration 31Q (41013.760000 sec): 3 clusters
  Score: Raw -1056285.751926 + Penalty 2961.313800 = -1053324.438126
  nChanged 36
		SP:Iteration 32Q (41014.010000 sec): 3 clusters
  Score: Raw -1056294.689854 + Penalty 2961.313800 = -1053333.376054
  nChanged 33
		SP:Iteration 33Q (41014.180000 sec): 3 clusters
  Score: Raw -1056301.995563 + Penalty 2961.313800 = -1053340.681763
  nChanged 40
		SP:Iteration 34Q (41014.370000 sec): 3 clusters
  Score: Raw -1056313.153650 + Penalty 2961.313800 = -1053351.839851
  nChanged 43
		SP:Iteration 35Q (41014.580000 sec): 3 clusters
  Score: Raw -1056324.957589 + Penalty 2961.313800 = -1053363.643789
  nChanged 49
		SP:Iteration 36Q (41014.810000 sec): 3 clusters
  Score: Raw -1056336.122078 + Penalty 2961.313800 = -1053374.808279
  nChanged 38
		SP:Iteration 37Q (41015.020000 sec): 3 clusters
  Score: Raw -1056344.534904 + Penalty 2961.313800 = -1053383.221104
  nChanged 47
		SP:Iteration 38Q (41015.230000 sec): 3 clusters
  Score: Raw -1056355.196049 + Penalty 2961.313800 = -1053393.882249
  nChanged 45
		SP:Iteration 39Q (41015.450000 sec): 3 clusters
  Score: Raw -1056364.637815 + Penalty 2961.313800 = -1053403.324015
  nChanged 35
		SP:Iteration 40F (41015.680000 sec): 3 clusters
  Score: Raw -1056370.961411 + Penalty 2961.313800 = -1053409.647611
  nChanged 39
		SP:Iteration 41Q (41015.850000 sec): 3 clusters
  Score: Raw -1056378.132810 + Penalty 2961.313800 = -1053416.819011
  nChanged 35
		SP:Iteration 42Q (41016.070000 sec): 3 clusters
  Score: Raw -1056385.677184 + Penalty 2961.313800 = -1053424.363384
  nChanged 31
		SP:Iteration 43Q (41016.190000 sec): 3 clusters
  Score: Raw -1056392.156351 + Penalty 2961.313800 = -1053430.842552
  nChanged 36
		SP:Iteration 44Q (41016.330000 sec): 3 clusters
  Score: Raw -1056399.136698 + Penalty 2961.313800 = -1053437.822898
  nChanged 34
		SP:Iteration 45Q (41016.480000 sec): 3 clusters
  Score: Raw -1056405.856181 + Penalty 2961.313800 = -1053444.542381
  nChanged 35
		SP:Iteration 46Q (41016.680000 sec): 3 clusters
  Score: Raw -1056413.354225 + Penalty 2961.313800 = -1053452.040425
  nChanged 43
		SP:Iteration 47Q (41016.850000 sec): 3 clusters
  Score: Raw -1056423.082025 + Penalty 2961.313800 = -1053461.768226
  nChanged 44
		SP:Iteration 48Q (41017.000000 sec): 3 clusters
  Score: Raw -1056434.362643 + Penalty 2961.313800 = -1053473.048843
  nChanged 41
		SP:Iteration 49Q (41017.180000 sec): 3 clusters
  Score: Raw -1056443.609125 + Penalty 2961.313800 = -1053482.295325
  nChanged 45
		SP:Iteration 50Q (41017.380000 sec): 3 clusters
  Score: Raw -1056455.105796 + Penalty 2961.313800 = -1053493.791996
  nChanged 38
		SP:Iteration 51Q (41017.560000 sec): 3 clusters
  Score: Raw -1056463.316016 + Penalty 2961.313800 = -1053502.002217
  nChanged 34
		SP:Iteration 52Q (41017.740000 sec): 3 clusters
  Score: Raw -1056468.818268 + Penalty 2961.313800 = -1053507.504469
  nChanged 29
		SP:Iteration 53Q (41017.950000 sec): 3 clusters
  Score: Raw -1056473.930769 + Penalty 2961.313800 = -1053512.616969
  nChanged 34
		SP:Iteration 54Q (41018.190000 sec): 3 clusters
  Score: Raw -1056479.803137 + Penalty 2961.313800 = -1053518.489338
  nChanged 29
		SP:Iteration 55Q (41018.390000 sec): 3 clusters
  Score: Raw -1056484.812634 + Penalty 2961.313800 = -1053523.498834
  nChanged 24
		SP:Iteration 56Q (41018.560000 sec): 3 clusters
  Score: Raw -1056488.772109 + Penalty 2961.313800 = -1053527.458309
  nChanged 26
		SP:Iteration 57Q (41018.800000 sec): 3 clusters
  Score: Raw -1056493.349209 + Penalty 2961.313800 = -1053532.035409
  nChanged 23
		SP:Iteration 58Q (41019.000000 sec): 3 clusters
  Score: Raw -1056496.542094 + Penalty 2961.313800 = -1053535.228295
  nChanged 15
		SP:Iteration 59Q (41019.210000 sec): 3 clusters
  Score: Raw -1056498.436154 + Penalty 2961.313800 = -1053537.122354
  nChanged 15
		SP:Iteration 60F (41019.380000 sec): 3 clusters
  Score: Raw -1056500.390177 + Penalty 2961.313800 = -1053539.076377
  nChanged 15
		SP:Iteration 61Q (41019.530000 sec): 3 clusters
  Score: Raw -1056502.503566 + Penalty 2961.313800 = -1053541.189766
  nChanged 7
		SP:Iteration 62Q (41019.680000 sec): 3 clusters
  Score: Raw -1056503.643214 + Penalty 2961.313800 = -1053542.329415
  nChanged 10
		SP:Iteration 63Q (41019.880000 sec): 3 clusters
  Score: Raw -1056505.284198 + Penalty 2961.313800 = -1053543.970398
  nChanged 12
		SP:Iteration 64Q (41020.120000 sec): 3 clusters
  Score: Raw -1056506.704871 + Penalty 2961.313800 = -1053545.391071
  nChanged 14
		SP:Iteration 65Q (41020.380000 sec): 3 clusters
  Score: Raw -1056508.257515 + Penalty 2961.313800 = -1053546.943716
  nChanged 8
		SP:Iteration 66Q (41020.640000 sec): 3 clusters
  Score: Raw -1056509.093223 + Penalty 2961.313800 = -1053547.779424
  nChanged 4
		SP:Iteration 67Q (41020.810000 sec): 3 clusters
  Score: Raw -1056509.938499 + Penalty 2961.313800 = -1053548.624699
  nChanged 12
		SP:Iteration 68Q (41021.060000 sec): 3 clusters
  Score: Raw -1056511.829027 + Penalty 2961.313800 = -1053550.515228
  nChanged 7
		SP:Iteration 69Q (41021.290000 sec): 3 clusters
  Score: Raw -1056512.697652 + Penalty 2961.313800 = -1053551.383852
  nChanged 5
		SP:Iteration 70Q (41021.460000 sec): 3 clusters
  Score: Raw -1056513.431482 + Penalty 2961.313800 = -1053552.117683
  nChanged 6
		SP:Iteration 71Q (41021.700000 sec): 3 clusters
  Score: Raw -1056514.479384 + Penalty 2961.313800 = -1053553.165585
  nChanged 7
		SP:Iteration 72Q (41021.900000 sec): 3 clusters
  Score: Raw -1056515.520329 + Penalty 2961.313800 = -1053554.206530
  nChanged 10
		SP:Iteration 73Q (41022.080000 sec): 3 clusters
  Score: Raw -1056517.270553 + Penalty 2961.313800 = -1053555.956753
  nChanged 10
		SP:Iteration 74Q (41022.300000 sec): 3 clusters
  Score: Raw -1056518.760690 + Penalty 2961.313800 = -1053557.446890
  nChanged 5
		SP:Iteration 75Q (41022.490000 sec): 3 clusters
  Score: Raw -1056519.434377 + Penalty 2961.313800 = -1053558.120578
  nChanged 2
		SP:Iteration 76Q (41022.680000 sec): 3 clusters
  Score: Raw -1056519.633783 + Penalty 2961.313800 = -1053558.319984
  nChanged 2
		SP:Iteration 77Q (41022.920000 sec): 3 clusters
  Score: Raw -1056519.807219 + Penalty 2961.313800 = -1053558.493419
  nChanged 2
		SP:Iteration 78Q (41023.130000 sec): 3 clusters
  Score: Raw -1056520.064819 + Penalty 2961.313800 = -1053558.751020
  nChanged 5
		SP:Iteration 79Q (41023.360000 sec): 3 clusters
  Score: Raw -1056520.585799 + Penalty 2961.313800 = -1053559.271999
  nChanged 2
		SP:Iteration 80F (41023.580000 sec): 3 clusters
  Score: Raw -1056520.878407 + Penalty 2961.313800 = -1053559.564607
  nChanged 3
		SP:Iteration 81Q (41023.790000 sec): 3 clusters
  Score: Raw -1056521.164009 + Penalty 2961.313800 = -1053559.850209
  nChanged 1
		SP:Iteration 82Q (41024.040000 sec): 3 clusters
  Score: Raw -1056521.212123 + Penalty 2961.313800 = -1053559.898323
  nChanged 0
		SP:Iteration 83F (41024.220000 sec): 3 clusters
  Score: Raw -1056521.212123 + Penalty 2961.313800 = -1053559.898323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41024.320000 sec): 2 clusters
  Score: Raw -680924.546435 + Penalty 1402.459805 = -679522.086630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41024.520000 sec): 3 clusters
  Score: Raw -677947.777259 + Penalty 2804.919610 = -675142.857649
  nChanged 2342
		SP:Iteration 1F (41024.690000 sec): 3 clusters
  Score: Raw -679198.455545 + Penalty 2804.919610 = -676393.535935
  nChanged 371
		SP:Iteration 2F (41024.860000 sec): 3 clusters
  Score: Raw -679362.068478 + Penalty 2804.919610 = -676557.148868
  nChanged 256
		SP:Iteration 3Q (41025.060000 sec): 3 clusters
  Score: Raw -679474.528717 + Penalty 2804.919610 = -676669.609107
  nChanged 219
		SP:Iteration 4Q (41025.280000 sec): 3 clusters
  Score: Raw -679565.616722 + Penalty 2804.919610 = -676760.697112
  nChanged 171
		SP:Iteration 5Q (41025.400000 sec): 3 clusters
  Score: Raw -679635.750792 + Penalty 2804.919610 = -676830.831182
  nChanged 140
		SP:Iteration 6Q (41025.550000 sec): 3 clusters
  Score: Raw -679685.725241 + Penalty 2804.919610 = -676880.805631
  nChanged 123
		SP:Iteration 7Q (41025.740000 sec): 3 clusters
  Score: Raw -679737.143362 + Penalty 2804.919610 = -676932.223752
  nChanged 139
		SP:Iteration 8Q (41025.920000 sec): 3 clusters
  Score: Raw -679786.295540 + Penalty 2804.919610 = -676981.375930
  nChanged 136
		SP:Iteration 9Q (41026.140000 sec): 3 clusters
  Score: Raw -679832.173200 + Penalty 2804.919610 = -677027.253590
  nChanged 130
		SP:Iteration 10Q (41026.360000 sec): 3 clusters
  Score: Raw -679882.234920 + Penalty 2804.919610 = -677077.315311
  nChanged 116
		SP:Iteration 11Q (41026.560000 sec): 3 clusters
  Score: Raw -679923.763556 + Penalty 2804.919610 = -677118.843946
  nChanged 112
		SP:Iteration 12Q (41026.720000 sec): 3 clusters
  Score: Raw -679961.571442 + Penalty 2804.919610 = -677156.651832
  nChanged 102
		SP:Iteration 13Q (41026.960000 sec): 3 clusters
  Score: Raw -679999.460089 + Penalty 2804.919610 = -677194.540479
  nChanged 100
		SP:Iteration 14Q (41027.150000 sec): 3 clusters
  Score: Raw -680036.791713 + Penalty 2804.919610 = -677231.872103
  nChanged 108
		SP:Iteration 15Q (41027.300000 sec): 3 clusters
  Score: Raw -680070.262794 + Penalty 2804.919610 = -677265.343184
  nChanged 75
		SP:Iteration 16Q (41027.510000 sec): 3 clusters
  Score: Raw -680097.359764 + Penalty 2804.919610 = -677292.440154
  nChanged 75
		SP:Iteration 17Q (41027.700000 sec): 3 clusters
  Score: Raw -680123.156174 + Penalty 2804.919610 = -677318.236564
  nChanged 86
		SP:Iteration 18Q (41027.930000 sec): 3 clusters
  Score: Raw -680154.416162 + Penalty 2804.919610 = -677349.496552
  nChanged 109
		SP:Iteration 19Q (41028.100000 sec): 3 clusters
  Score: Raw -680191.910737 + Penalty 2804.919610 = -677386.991127
  nChanged 99
		SP:Iteration 20F (41028.340000 sec): 3 clusters
  Score: Raw -680228.233089 + Penalty 2804.919610 = -677423.313479
  nChanged 105
		SP:Iteration 21Q (41028.500000 sec): 3 clusters
  Score: Raw -680266.579254 + Penalty 2804.919610 = -677461.659644
  nChanged 117
		SP:Iteration 22Q (41028.680000 sec): 3 clusters
  Score: Raw -680314.717210 + Penalty 2804.919610 = -677509.797600
  nChanged 116
		SP:Iteration 23Q (41028.900000 sec): 3 clusters
  Score: Raw -680361.082752 + Penalty 2804.919610 = -677556.163142
  nChanged 120
		SP:Iteration 24Q (41029.040000 sec): 3 clusters
  Score: Raw -680411.160571 + Penalty 2804.919610 = -677606.240962
  nChanged 110
		SP:Iteration 25Q (41029.200000 sec): 3 clusters
  Score: Raw -680453.882455 + Penalty 2804.919610 = -677648.962845
  nChanged 100
		SP:Iteration 26Q (41029.440000 sec): 3 clusters
  Score: Raw -680490.217079 + Penalty 2804.919610 = -677685.297470
  nChanged 97
		SP:Iteration 27Q (41029.630000 sec): 3 clusters
  Score: Raw -680528.288456 + Penalty 2804.919610 = -677723.368846
  nChanged 97
		SP:Iteration 28Q (41029.820000 sec): 3 clusters
  Score: Raw -680571.247638 + Penalty 2804.919610 = -677766.328028
  nChanged 98
		SP:Iteration 29Q (41030.030000 sec): 3 clusters
  Score: Raw -680616.140927 + Penalty 2804.919610 = -677811.221317
  nChanged 105
		SP:Iteration 30Q (41030.230000 sec): 3 clusters
  Score: Raw -680658.907727 + Penalty 2804.919610 = -677853.988117
  nChanged 101
		SP:Iteration 31Q (41030.410000 sec): 3 clusters
  Score: Raw -680699.292737 + Penalty 2804.919610 = -677894.373127
  nChanged 85
		SP:Iteration 32Q (41030.530000 sec): 3 clusters
  Score: Raw -680738.585826 + Penalty 2804.919610 = -677933.666216
  nChanged 83
		SP:Iteration 33Q (41030.760000 sec): 3 clusters
  Score: Raw -680794.483126 + Penalty 2804.919610 = -677989.563516
  nChanged 88
		SP:Iteration 34Q (41030.930000 sec): 3 clusters
  Score: Raw -680853.902210 + Penalty 2804.919610 = -678048.982600
  nChanged 85
		SP:Iteration 35Q (41031.120000 sec): 3 clusters
  Score: Raw -680912.070992 + Penalty 2804.919610 = -678107.151382
  nChanged 95
		SP:Iteration 36Q (41031.250000 sec): 3 clusters
  Score: Raw -680969.324963 + Penalty 2804.919610 = -678164.405353
  nChanged 89
		SP:Iteration 37Q (41031.460000 sec): 3 clusters
  Score: Raw -681022.140902 + Penalty 2804.919610 = -678217.221292
  nChanged 82
		SP:Iteration 38Q (41031.630000 sec): 3 clusters
  Score: Raw -681069.591635 + Penalty 2804.919610 = -678264.672025
  nChanged 81
		SP:Iteration 39Q (41031.810000 sec): 3 clusters
  Score: Raw -681108.072871 + Penalty 2804.919610 = -678303.153261
  nChanged 75
		SP:Iteration 40F (41032.030000 sec): 3 clusters
  Score: Raw -681141.181015 + Penalty 2804.919610 = -678336.261405
  nChanged 72
		SP:Iteration 41Q (41032.180000 sec): 3 clusters
  Score: Raw -681171.883865 + Penalty 2804.919610 = -678366.964256
  nChanged 65
		SP:Iteration 42Q (41032.370000 sec): 3 clusters
  Score: Raw -681197.124670 + Penalty 2804.919610 = -678392.205060
  nChanged 67
		SP:Iteration 43Q (41032.530000 sec): 3 clusters
  Score: Raw -681224.717012 + Penalty 2804.919610 = -678419.797402
  nChanged 68
		SP:Iteration 44Q (41032.770000 sec): 3 clusters
  Score: Raw -681250.028953 + Penalty 2804.919610 = -678445.109343
  nChanged 61
		SP:Iteration 45Q (41032.950000 sec): 3 clusters
  Score: Raw -681274.918946 + Penalty 2804.919610 = -678469.999336
  nChanged 72
		SP:Iteration 46Q (41033.130000 sec): 3 clusters
  Score: Raw -681304.721579 + Penalty 2804.919610 = -678499.801969
  nChanged 66
		SP:Iteration 47Q (41033.330000 sec): 3 clusters
  Score: Raw -681330.854378 + Penalty 2804.919610 = -678525.934768
  nChanged 73
		SP:Iteration 48Q (41033.510000 sec): 3 clusters
  Score: Raw -681358.583004 + Penalty 2804.919610 = -678553.663394
  nChanged 56
		SP:Iteration 49Q (41033.730000 sec): 3 clusters
  Score: Raw -681381.141861 + Penalty 2804.919610 = -678576.222252
  nChanged 56
		SP:Iteration 50Q (41033.900000 sec): 3 clusters
  Score: Raw -681399.605731 + Penalty 2804.919610 = -678594.686121
  nChanged 55
		SP:Iteration 51Q (41034.080000 sec): 3 clusters
  Score: Raw -681419.956646 + Penalty 2804.919610 = -678615.037036
  nChanged 57
		SP:Iteration 52Q (41034.190000 sec): 3 clusters
  Score: Raw -681441.992969 + Penalty 2804.919610 = -678637.073359
  nChanged 57
		SP:Iteration 53Q (41034.320000 sec): 3 clusters
  Score: Raw -681465.912627 + Penalty 2804.919610 = -678660.993018
  nChanged 57
		SP:Iteration 54Q (41034.460000 sec): 3 clusters
  Score: Raw -681488.112480 + Penalty 2804.919610 = -678683.192870
  nChanged 69
		SP:Iteration 55Q (41034.670000 sec): 3 clusters
  Score: Raw -681514.234183 + Penalty 2804.919610 = -678709.314573
  nChanged 74
		SP:Iteration 56Q (41034.880000 sec): 3 clusters
  Score: Raw -681542.069594 + Penalty 2804.919610 = -678737.149984
  nChanged 68
		SP:Iteration 57Q (41035.090000 sec): 3 clusters
  Score: Raw -681568.030133 + Penalty 2804.919610 = -678763.110523
  nChanged 74
		SP:Iteration 58Q (41035.260000 sec): 3 clusters
  Score: Raw -681593.277962 + Penalty 2804.919610 = -678788.358352
  nChanged 58
		SP:Iteration 59Q (41035.460000 sec): 3 clusters
  Score: Raw -681615.888637 + Penalty 2804.919610 = -678810.969027
  nChanged 57
		SP:Iteration 60F (41035.660000 sec): 3 clusters
  Score: Raw -681640.624899 + Penalty 2804.919610 = -678835.705289
  nChanged 64
		SP:Iteration 61Q (41035.860000 sec): 3 clusters
  Score: Raw -681666.402083 + Penalty 2804.919610 = -678861.482473
  nChanged 54
		SP:Iteration 62Q (41036.070000 sec): 3 clusters
  Score: Raw -681687.004643 + Penalty 2804.919610 = -678882.085033
  nChanged 53
		SP:Iteration 63Q (41036.200000 sec): 3 clusters
  Score: Raw -681704.838944 + Penalty 2804.919610 = -678899.919334
  nChanged 42
		SP:Iteration 64Q (41036.400000 sec): 3 clusters
  Score: Raw -681718.718815 + Penalty 2804.919610 = -678913.799205
  nChanged 48
		SP:Iteration 65Q (41036.600000 sec): 3 clusters
  Score: Raw -681734.483469 + Penalty 2804.919610 = -678929.563859
  nChanged 44
		SP:Iteration 66Q (41036.780000 sec): 3 clusters
  Score: Raw -681750.901122 + Penalty 2804.919610 = -678945.981512
  nChanged 35
		SP:Iteration 67Q (41036.900000 sec): 3 clusters
  Score: Raw -681762.131039 + Penalty 2804.919610 = -678957.211429
  nChanged 35
		SP:Iteration 68Q (41037.030000 sec): 3 clusters
  Score: Raw -681773.203576 + Penalty 2804.919610 = -678968.283966
  nChanged 31
		SP:Iteration 69Q (41037.150000 sec): 3 clusters
  Score: Raw -681781.240720 + Penalty 2804.919610 = -678976.321110
  nChanged 21
		SP:Iteration 70Q (41037.310000 sec): 3 clusters
  Score: Raw -681787.197614 + Penalty 2804.919610 = -678982.278004
  nChanged 24
		SP:Iteration 71Q (41037.530000 sec): 3 clusters
  Score: Raw -681794.113488 + Penalty 2804.919610 = -678989.193878
  nChanged 18
		SP:Iteration 72Q (41037.680000 sec): 3 clusters
  Score: Raw -681798.519463 + Penalty 2804.919610 = -678993.599853
  nChanged 14
		SP:Iteration 73Q (41037.800000 sec): 3 clusters
  Score: Raw -681801.969818 + Penalty 2804.919610 = -678997.050208
  nChanged 5
		SP:Iteration 74Q (41037.920000 sec): 3 clusters
  Score: Raw -681803.362299 + Penalty 2804.919610 = -678998.442689
  nChanged 8
		SP:Iteration 75Q (41038.050000 sec): 3 clusters
  Score: Raw -681805.424726 + Penalty 2804.919610 = -679000.505116
  nChanged 5
		SP:Iteration 76Q (41038.260000 sec): 3 clusters
  Score: Raw -681806.379430 + Penalty 2804.919610 = -679001.459820
  nChanged 7
		SP:Iteration 77Q (41038.430000 sec): 3 clusters
  Score: Raw -681807.869974 + Penalty 2804.919610 = -679002.950364
  nChanged 4
		SP:Iteration 78Q (41038.640000 sec): 3 clusters
  Score: Raw -681808.565692 + Penalty 2804.919610 = -679003.646082
  nChanged 3
		SP:Iteration 79Q (41038.910000 sec): 3 clusters
  Score: Raw -681809.041158 + Penalty 2804.919610 = -679004.121548
  nChanged 4
		SP:Iteration 80F (41039.030000 sec): 3 clusters
  Score: Raw -681809.946409 + Penalty 2804.919610 = -679005.026799
  nChanged 4
		SP:Iteration 81Q (41039.190000 sec): 3 clusters
  Score: Raw -681810.668026 + Penalty 2804.919610 = -679005.748416
  nChanged 4
		SP:Iteration 82Q (41039.320000 sec): 3 clusters
  Score: Raw -681811.402521 + Penalty 2804.919610 = -679006.482911
  nChanged 2
		SP:Iteration 83Q (41039.440000 sec): 3 clusters
  Score: Raw -681811.954400 + Penalty 2804.919610 = -679007.034790
  nChanged 1
		SP:Iteration 84Q (41039.560000 sec): 3 clusters
  Score: Raw -681812.309674 + Penalty 2804.919610 = -679007.390064
  nChanged 3
		SP:Iteration 85Q (41039.750000 sec): 3 clusters
  Score: Raw -681812.958959 + Penalty 2804.919610 = -679008.039349
  nChanged 1
		SP:Iteration 86Q (41039.990000 sec): 3 clusters
  Score: Raw -681813.072685 + Penalty 2804.919610 = -679008.153075
  nChanged 0
		SP:Iteration 87F (41040.160000 sec): 3 clusters
  Score: Raw -681813.072685 + Penalty 2804.919610 = -679008.153075
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41040.290000 sec): 2 clusters
  Score: Raw -66856.832662 + Penalty 1028.289727 = -65828.542935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41040.450000 sec): 3 clusters
  Score: Raw -66842.863867 + Penalty 2056.579455 = -64786.284412
  nChanged 137
		SP:Iteration 1F (41040.630000 sec): 3 clusters
  Score: Raw -67083.054498 + Penalty 2056.579455 = -65026.475043
  nChanged 63
		SP:Iteration 2F (41040.750000 sec): 3 clusters
  Score: Raw -67328.254086 + Penalty 2056.579455 = -65271.674631
  nChanged 47
		SP:Iteration 3F (41040.880000 sec): 3 clusters
  Score: Raw -67469.873356 + Penalty 2056.579455 = -65413.293901
  nChanged 31
		SP:Iteration 4F (41041.050000 sec): 3 clusters
  Score: Raw -67575.209290 + Penalty 2056.579455 = -65518.629835
  nChanged 24
		SP:Iteration 5Q (41041.240000 sec): 3 clusters
  Score: Raw -67640.834218 + Penalty 2056.579455 = -65584.254763
  nChanged 11
		SP:Iteration 6Q (41041.370000 sec): 3 clusters
  Score: Raw -67668.680178 + Penalty 2056.579455 = -65612.100723
  nChanged 5
		SP:Iteration 7Q (41041.540000 sec): 3 clusters
  Score: Raw -67704.719614 + Penalty 2056.579455 = -65648.140159
  nChanged 6
		SP:Iteration 8Q (41041.710000 sec): 3 clusters
  Score: Raw -67739.286460 + Penalty 2056.579455 = -65682.707006
  nChanged 4
		SP:Iteration 9Q (41041.860000 sec): 3 clusters
  Score: Raw -67748.562798 + Penalty 2056.579455 = -65691.983344
  nChanged 2
		SP:Iteration 10Q (41042.070000 sec): 3 clusters
  Score: Raw -67754.429869 + Penalty 2056.579455 = -65697.850414
  nChanged 0
		SP:Iteration 11F (41042.280000 sec): 3 clusters
  Score: Raw -67754.429869 + Penalty 2056.579455 = -65697.850414
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41042.480000 sec): 2 clusters
  Score: Raw -2194715.661072 + Penalty 1606.008913 = -2193109.652159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41042.760000 sec): 3 clusters
  Score: Raw -2182902.687824 + Penalty 3212.017826 = -2179690.669998
  nChanged 8906
		SP:Iteration 1F (41043.060000 sec): 3 clusters
  Score: Raw -2188123.942460 + Penalty 3212.017826 = -2184911.924634
  nChanged 1290
		SP:Iteration 2F (41043.400000 sec): 3 clusters
  Score: Raw -2188849.037673 + Penalty 3212.017826 = -2185637.019847
  nChanged 1301
		SP:Iteration 3F (41043.630000 sec): 3 clusters
  Score: Raw -2189663.386119 + Penalty 3212.017826 = -2186451.368293
  nChanged 1255
		SP:Iteration 4F (41043.880000 sec): 3 clusters
  Score: Raw -2190493.174281 + Penalty 3212.017826 = -2187281.156455
  nChanged 1201
		SP:Iteration 5F (41044.170000 sec): 3 clusters
  Score: Raw -2191335.282532 + Penalty 3212.017826 = -2188123.264706
  nChanged 1116
		SP:Iteration 6F (41044.380000 sec): 3 clusters
  Score: Raw -2192195.577564 + Penalty 3212.017826 = -2188983.559738
  nChanged 959
		SP:Iteration 7Q (41044.670000 sec): 3 clusters
  Score: Raw -2192911.449506 + Penalty 3212.017826 = -2189699.431680
  nChanged 794
		SP:Iteration 8Q (41044.980000 sec): 3 clusters
  Score: Raw -2193474.380444 + Penalty 3212.017826 = -2190262.362618
  nChanged 617
		SP:Iteration 9Q (41045.200000 sec): 3 clusters
  Score: Raw -2193881.786164 + Penalty 3212.017826 = -2190669.768338
  nChanged 503
		SP:Iteration 10Q (41045.460000 sec): 3 clusters
  Score: Raw -2194228.768890 + Penalty 3212.017826 = -2191016.751064
  nChanged 420
		SP:Iteration 11Q (41045.770000 sec): 3 clusters
  Score: Raw -2194485.439546 + Penalty 3212.017826 = -2191273.421720
  nChanged 305
		SP:Iteration 12Q (41046.050000 sec): 3 clusters
  Score: Raw -2194652.438688 + Penalty 3212.017826 = -2191440.420862
  nChanged 248
		SP:Iteration 13Q (41046.330000 sec): 3 clusters
  Score: Raw -2194769.032859 + Penalty 3212.017826 = -2191557.015033
  nChanged 209
		SP:Iteration 14Q (41046.560000 sec): 3 clusters
  Score: Raw -2194868.988900 + Penalty 3212.017826 = -2191656.971074
  nChanged 173
		SP:Iteration 15Q (41046.820000 sec): 3 clusters
  Score: Raw -2194934.724302 + Penalty 3212.017826 = -2191722.706476
  nChanged 151
		SP:Iteration 16Q (41047.090000 sec): 3 clusters
  Score: Raw -2194991.034213 + Penalty 3212.017826 = -2191779.016387
  nChanged 116
		SP:Iteration 17Q (41047.330000 sec): 3 clusters
  Score: Raw -2195039.351742 + Penalty 3212.017826 = -2191827.333916
  nChanged 121
		SP:Iteration 18Q (41047.590000 sec): 3 clusters
  Score: Raw -2195082.765223 + Penalty 3212.017826 = -2191870.747397
  nChanged 99
		SP:Iteration 19Q (41047.850000 sec): 3 clusters
  Score: Raw -2195117.940377 + Penalty 3212.017826 = -2191905.922551
  nChanged 74
		SP:Iteration 20F (41048.160000 sec): 3 clusters
  Score: Raw -2195145.266829 + Penalty 3212.017826 = -2191933.249003
  nChanged 58
		SP:Iteration 21Q (41048.480000 sec): 3 clusters
  Score: Raw -2195162.139317 + Penalty 3212.017826 = -2191950.121491
  nChanged 54
		SP:Iteration 22Q (41048.740000 sec): 3 clusters
  Score: Raw -2195178.899449 + Penalty 3212.017826 = -2191966.881623
  nChanged 59
		SP:Iteration 23Q (41048.940000 sec): 3 clusters
  Score: Raw -2195196.506862 + Penalty 3212.017826 = -2191984.489036
  nChanged 40
		SP:Iteration 24Q (41049.220000 sec): 3 clusters
  Score: Raw -2195207.536473 + Penalty 3212.017826 = -2191995.518647
  nChanged 45
		SP:Iteration 25Q (41049.460000 sec): 3 clusters
  Score: Raw -2195219.225018 + Penalty 3212.017826 = -2192007.207192
  nChanged 30
		SP:Iteration 26Q (41049.710000 sec): 3 clusters
  Score: Raw -2195227.032745 + Penalty 3212.017826 = -2192015.014919
  nChanged 32
		SP:Iteration 27Q (41049.940000 sec): 3 clusters
  Score: Raw -2195236.087079 + Penalty 3212.017826 = -2192024.069253
  nChanged 28
		SP:Iteration 28Q (41050.160000 sec): 3 clusters
  Score: Raw -2195243.742849 + Penalty 3212.017826 = -2192031.725023
  nChanged 28
		SP:Iteration 29Q (41050.450000 sec): 3 clusters
  Score: Raw -2195252.567948 + Penalty 3212.017826 = -2192040.550122
  nChanged 30
		SP:Iteration 30Q (41050.670000 sec): 3 clusters
  Score: Raw -2195258.652654 + Penalty 3212.017826 = -2192046.634828
  nChanged 13
		SP:Iteration 31Q (41050.880000 sec): 3 clusters
  Score: Raw -2195261.045183 + Penalty 3212.017826 = -2192049.027357
  nChanged 3
		SP:Iteration 32Q (41051.150000 sec): 3 clusters
  Score: Raw -2195261.400561 + Penalty 3212.017826 = -2192049.382735
  nChanged 1
		SP:Iteration 33Q (41051.380000 sec): 3 clusters
  Score: Raw -2195261.593883 + Penalty 3212.017826 = -2192049.576057
  nChanged 2
		SP:Iteration 34Q (41051.700000 sec): 3 clusters
  Score: Raw -2195261.931212 + Penalty 3212.017826 = -2192049.913386
  nChanged 4
		SP:Iteration 35Q (41051.890000 sec): 3 clusters
  Score: Raw -2195262.748930 + Penalty 3212.017826 = -2192050.731104
  nChanged 4
		SP:Iteration 36Q (41052.140000 sec): 3 clusters
  Score: Raw -2195263.154617 + Penalty 3212.017826 = -2192051.136791
  nChanged 2
		SP:Iteration 37Q (41052.420000 sec): 3 clusters
  Score: Raw -2195263.377684 + Penalty 3212.017826 = -2192051.359858
  nChanged 0
		SP:Iteration 38F (41052.700000 sec): 3 clusters
  Score: Raw -2195263.377684 + Penalty 3212.017826 = -2192051.359858
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41052.850000 sec): 2 clusters
  Score: Raw -25317.712624 + Penalty 883.687888 = -24434.024736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41053.100000 sec): 3 clusters
  Score: Raw -25409.824489 + Penalty 1767.375775 = -23642.448713
  nChanged 30
		SP:Iteration 1F (41053.290000 sec): 3 clusters
  Score: Raw -25497.239003 + Penalty 1767.375775 = -23729.863227
  nChanged 11
		SP:Iteration 2Q (41053.510000 sec): 3 clusters
  Score: Raw -25528.092977 + Penalty 1767.375775 = -23760.717201
  nChanged 3
		SP:Iteration 3Q (41053.700000 sec): 3 clusters
  Score: Raw -25541.014448 + Penalty 1767.375775 = -23773.638672
  nChanged 3
		SP:Iteration 4Q (41053.890000 sec): 3 clusters
  Score: Raw -25559.674167 + Penalty 1767.375775 = -23792.298392
  nChanged 1
		SP:Iteration 5Q (41054.080000 sec): 3 clusters
  Score: Raw -25566.880275 + Penalty 1767.375775 = -23799.504500
  nChanged 0
		SP:Iteration 6F (41054.270000 sec): 3 clusters
  Score: Raw -25566.880275 + Penalty 1767.375775 = -23799.504500
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41054.330000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41054.490000 sec): 3 clusters
  Score: Raw -15034.444574 + Penalty 1641.203202 = -13393.241371
  nChanged 17
		SP:Iteration 1F (41054.650000 sec): 3 clusters
  Score: Raw -15123.106888 + Penalty 1641.203202 = -13481.903686
  nChanged 4
		SP:Iteration 2Q (41054.810000 sec): 3 clusters
  Score: Raw -15138.951860 + Penalty 1641.203202 = -13497.748658
  nChanged 3
		SP:Iteration 3Q (41055.030000 sec): 3 clusters
  Score: Raw -15148.955619 + Penalty 1641.203202 = -13507.752416
  nChanged 2
		SP:Iteration 4Q (41055.190000 sec): 3 clusters
  Score: Raw -15155.354152 + Penalty 1641.203202 = -13514.150950
  nChanged 0
		SP:Iteration 5F (41055.350000 sec): 3 clusters
  Score: Raw -15155.354152 + Penalty 1641.203202 = -13514.150950
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (18166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41055.500000 sec): 2 clusters
  Score: Raw -2234413.841336 + Penalty 1593.687387 = -2232820.153950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41055.770000 sec): 3 clusters
  Score: Raw -2223404.978876 + Penalty 3187.374773 = -2220217.604103
  nChanged 8213
		SP:Iteration 1F (41056.030000 sec): 3 clusters
  Score: Raw -2227901.406511 + Penalty 3187.374773 = -2224714.031738
  nChanged 957
		SP:Iteration 2F (41056.300000 sec): 3 clusters
  Score: Raw -2228285.496371 + Penalty 3187.374773 = -2225098.121598
  nChanged 880
		SP:Iteration 3Q (41056.600000 sec): 3 clusters
  Score: Raw -2228625.959797 + Penalty 3187.374773 = -2225438.585024
  nChanged 813
		SP:Iteration 4Q (41056.850000 sec): 3 clusters
  Score: Raw -2228952.924972 + Penalty 3187.374773 = -2225765.550199
  nChanged 745
		SP:Iteration 5Q (41057.130000 sec): 3 clusters
  Score: Raw -2229289.482618 + Penalty 3187.374773 = -2226102.107845
  nChanged 732
		SP:Iteration 6Q (41057.380000 sec): 3 clusters
  Score: Raw -2229646.127345 + Penalty 3187.374773 = -2226458.752572
  nChanged 792
		SP:Iteration 7Q (41057.650000 sec): 3 clusters
  Score: Raw -2230040.747888 + Penalty 3187.374773 = -2226853.373115
  nChanged 743
		SP:Iteration 8Q (41057.900000 sec): 3 clusters
  Score: Raw -2230416.662271 + Penalty 3187.374773 = -2227229.287498
  nChanged 779
		SP:Iteration 9Q (41058.100000 sec): 3 clusters
  Score: Raw -2230838.049185 + Penalty 3187.374773 = -2227650.674412
  nChanged 790
		SP:Iteration 10Q (41058.320000 sec): 3 clusters
  Score: Raw -2231273.915496 + Penalty 3187.374773 = -2228086.540723
  nChanged 741
		SP:Iteration 11Q (41058.600000 sec): 3 clusters
  Score: Raw -2231678.748428 + Penalty 3187.374773 = -2228491.373655
  nChanged 689
		SP:Iteration 12Q (41058.820000 sec): 3 clusters
  Score: Raw -2232042.658596 + Penalty 3187.374773 = -2228855.283823
  nChanged 615
		SP:Iteration 13Q (41059.110000 sec): 3 clusters
  Score: Raw -2232353.856795 + Penalty 3187.374773 = -2229166.482022
  nChanged 525
		SP:Iteration 14Q (41059.350000 sec): 3 clusters
  Score: Raw -2232622.109057 + Penalty 3187.374773 = -2229434.734284
  nChanged 468
		SP:Iteration 15Q (41059.610000 sec): 3 clusters
  Score: Raw -2232852.914970 + Penalty 3187.374773 = -2229665.540197
  nChanged 440
		SP:Iteration 16Q (41059.850000 sec): 3 clusters
  Score: Raw -2233105.795101 + Penalty 3187.374773 = -2229918.420328
  nChanged 415
		SP:Iteration 17Q (41060.080000 sec): 3 clusters
  Score: Raw -2233363.351963 + Penalty 3187.374773 = -2230175.977190
  nChanged 331
		SP:Iteration 18Q (41060.310000 sec): 3 clusters
  Score: Raw -2233552.535410 + Penalty 3187.374773 = -2230365.160637
  nChanged 307
		SP:Iteration 19Q (41060.550000 sec): 3 clusters
  Score: Raw -2233747.687783 + Penalty 3187.374773 = -2230560.313010
  nChanged 299
		SP:Iteration 20F (41060.810000 sec): 3 clusters
  Score: Raw -2233929.838867 + Penalty 3187.374773 = -2230742.464094
  nChanged 205
		SP:Iteration 21Q (41060.990000 sec): 3 clusters
  Score: Raw -2234042.921857 + Penalty 3187.374773 = -2230855.547084
  nChanged 172
		SP:Iteration 22Q (41061.220000 sec): 3 clusters
  Score: Raw -2234139.116491 + Penalty 3187.374773 = -2230951.741718
  nChanged 148
		SP:Iteration 23Q (41061.420000 sec): 3 clusters
  Score: Raw -2234220.137987 + Penalty 3187.374773 = -2231032.763214
  nChanged 123
		SP:Iteration 24Q (41061.680000 sec): 3 clusters
  Score: Raw -2234285.940417 + Penalty 3187.374773 = -2231098.565644
  nChanged 96
		SP:Iteration 25Q (41061.900000 sec): 3 clusters
  Score: Raw -2234338.722207 + Penalty 3187.374773 = -2231151.347434
  nChanged 94
		SP:Iteration 26Q (41062.160000 sec): 3 clusters
  Score: Raw -2234388.562911 + Penalty 3187.374773 = -2231201.188138
  nChanged 73
		SP:Iteration 27Q (41062.410000 sec): 3 clusters
  Score: Raw -2234428.220917 + Penalty 3187.374773 = -2231240.846144
  nChanged 64
		SP:Iteration 28Q (41062.660000 sec): 3 clusters
  Score: Raw -2234463.099839 + Penalty 3187.374773 = -2231275.725066
  nChanged 44
		SP:Iteration 29Q (41062.930000 sec): 3 clusters
  Score: Raw -2234489.463749 + Penalty 3187.374773 = -2231302.088975
  nChanged 39
		SP:Iteration 30Q (41063.150000 sec): 3 clusters
  Score: Raw -2234517.503287 + Penalty 3187.374773 = -2231330.128514
  nChanged 29
		SP:Iteration 31Q (41063.420000 sec): 3 clusters
  Score: Raw -2234536.217387 + Penalty 3187.374773 = -2231348.842614
  nChanged 21
		SP:Iteration 32Q (41063.660000 sec): 3 clusters
  Score: Raw -2234547.923488 + Penalty 3187.374773 = -2231360.548715
  nChanged 19
		SP:Iteration 33Q (41063.920000 sec): 3 clusters
  Score: Raw -2234559.198263 + Penalty 3187.374773 = -2231371.823490
  nChanged 14
		SP:Iteration 34Q (41064.130000 sec): 3 clusters
  Score: Raw -2234564.896204 + Penalty 3187.374773 = -2231377.521431
  nChanged 10
		SP:Iteration 35Q (41064.360000 sec): 3 clusters
  Score: Raw -2234569.397600 + Penalty 3187.374773 = -2231382.022827
  nChanged 13
		SP:Iteration 36Q (41064.620000 sec): 3 clusters
  Score: Raw -2234575.084048 + Penalty 3187.374773 = -2231387.709275
  nChanged 10
		SP:Iteration 37Q (41064.830000 sec): 3 clusters
  Score: Raw -2234580.209383 + Penalty 3187.374773 = -2231392.834610
  nChanged 14
		SP:Iteration 38Q (41065.030000 sec): 3 clusters
  Score: Raw -2234588.918308 + Penalty 3187.374773 = -2231401.543535
  nChanged 15
		SP:Iteration 39Q (41065.280000 sec): 3 clusters
  Score: Raw -2234598.938671 + Penalty 3187.374773 = -2231411.563898
  nChanged 14
		SP:Iteration 40F (41065.510000 sec): 3 clusters
  Score: Raw -2234607.078735 + Penalty 3187.374773 = -2231419.703962
  nChanged 13
		SP:Iteration 41Q (41065.760000 sec): 3 clusters
  Score: Raw -2234614.010914 + Penalty 3187.374773 = -2231426.636141
  nChanged 9
		SP:Iteration 42Q (41066.030000 sec): 3 clusters
  Score: Raw -2234618.944033 + Penalty 3187.374773 = -2231431.569259
  nChanged 10
		SP:Iteration 43Q (41066.290000 sec): 3 clusters
  Score: Raw -2234624.955156 + Penalty 3187.374773 = -2231437.580383
  nChanged 8
		SP:Iteration 44Q (41066.570000 sec): 3 clusters
  Score: Raw -2234628.162296 + Penalty 3187.374773 = -2231440.787523
  nChanged 8
		SP:Iteration 45Q (41066.830000 sec): 3 clusters
  Score: Raw -2234632.983299 + Penalty 3187.374773 = -2231445.608526
  nChanged 6
		SP:Iteration 46Q (41067.030000 sec): 3 clusters
  Score: Raw -2234636.718435 + Penalty 3187.374773 = -2231449.343662
  nChanged 6
		SP:Iteration 47Q (41067.260000 sec): 3 clusters
  Score: Raw -2234641.933357 + Penalty 3187.374773 = -2231454.558584
  nChanged 10
		SP:Iteration 48Q (41067.480000 sec): 3 clusters
  Score: Raw -2234647.866850 + Penalty 3187.374773 = -2231460.492077
  nChanged 5
		SP:Iteration 49Q (41067.700000 sec): 3 clusters
  Score: Raw -2234650.793317 + Penalty 3187.374773 = -2231463.418544
  nChanged 4
		SP:Iteration 50Q (41067.950000 sec): 3 clusters
  Score: Raw -2234652.727855 + Penalty 3187.374773 = -2231465.353082
  nChanged 2
		SP:Iteration 51Q (41068.210000 sec): 3 clusters
  Score: Raw -2234653.625891 + Penalty 3187.374773 = -2231466.251118
  nChanged 1
		SP:Iteration 52Q (41068.450000 sec): 3 clusters
  Score: Raw -2234654.290715 + Penalty 3187.374773 = -2231466.915942
  nChanged 1
		SP:Iteration 53Q (41068.710000 sec): 3 clusters
  Score: Raw -2234654.440382 + Penalty 3187.374773 = -2231467.065609
  nChanged 1
		SP:Iteration 54Q (41068.900000 sec): 3 clusters
  Score: Raw -2234655.142268 + Penalty 3187.374773 = -2231467.767495
  nChanged 3
		SP:Iteration 55Q (41069.210000 sec): 3 clusters
  Score: Raw -2234656.465587 + Penalty 3187.374773 = -2231469.090814
  nChanged 4
		SP:Iteration 56Q (41069.430000 sec): 3 clusters
  Score: Raw -2234658.306777 + Penalty 3187.374773 = -2231470.932003
  nChanged 4
		SP:Iteration 57Q (41069.670000 sec): 3 clusters
  Score: Raw -2234659.912446 + Penalty 3187.374773 = -2231472.537673
  nChanged 3
		SP:Iteration 58Q (41069.930000 sec): 3 clusters
  Score: Raw -2234662.536195 + Penalty 3187.374773 = -2231475.161421
  nChanged 6
		SP:Iteration 59Q (41070.180000 sec): 3 clusters
  Score: Raw -2234666.047250 + Penalty 3187.374773 = -2231478.672477
  nChanged 4
		SP:Iteration 60F (41070.450000 sec): 3 clusters
  Score: Raw -2234669.206045 + Penalty 3187.374773 = -2231481.831272
  nChanged 4
		SP:Iteration 61Q (41070.670000 sec): 3 clusters
  Score: Raw -2234671.930408 + Penalty 3187.374773 = -2231484.555635
  nChanged 2
		SP:Iteration 62Q (41070.970000 sec): 3 clusters
  Score: Raw -2234672.950216 + Penalty 3187.374773 = -2231485.575443
  nChanged 1
		SP:Iteration 63Q (41071.150000 sec): 3 clusters
  Score: Raw -2234674.508561 + Penalty 3187.374773 = -2231487.133788
  nChanged 2
		SP:Iteration 64Q (41071.430000 sec): 3 clusters
  Score: Raw -2234675.884005 + Penalty 3187.374773 = -2231488.509232
  nChanged 1
		SP:Iteration 65Q (41071.640000 sec): 3 clusters
  Score: Raw -2234676.297925 + Penalty 3187.374773 = -2231488.923152
  nChanged 1
		SP:Iteration 66Q (41071.870000 sec): 3 clusters
  Score: Raw -2234677.111160 + Penalty 3187.374773 = -2231489.736387
  nChanged 0
		SP:Iteration 67F (41072.130000 sec): 3 clusters
  Score: Raw -2234677.111160 + Penalty 3187.374773 = -2231489.736387
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41072.250000 sec): 2 clusters
  Score: Raw -60553.953972 + Penalty 1025.951558 = -59528.002414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41072.400000 sec): 3 clusters
  Score: Raw -60458.035871 + Penalty 2051.903115 = -58406.132756
  nChanged 170
		SP:Iteration 1F (41072.530000 sec): 3 clusters
  Score: Raw -60701.772320 + Penalty 2051.903115 = -58649.869205
  nChanged 42
		SP:Iteration 2F (41072.720000 sec): 3 clusters
  Score: Raw -60784.631411 + Penalty 2051.903115 = -58732.728296
  nChanged 14
		SP:Iteration 3Q (41072.890000 sec): 3 clusters
  Score: Raw -60822.238294 + Penalty 2051.903115 = -58770.335179
  nChanged 10
		SP:Iteration 4Q (41073.060000 sec): 3 clusters
  Score: Raw -60862.127110 + Penalty 2051.903115 = -58810.223995
  nChanged 13
		SP:Iteration 5Q (41073.220000 sec): 3 clusters
  Score: Raw -60896.201539 + Penalty 2051.903115 = -58844.298424
  nChanged 14
		SP:Iteration 6Q (41073.370000 sec): 3 clusters
  Score: Raw -60920.566903 + Penalty 2051.903115 = -58868.663788
  nChanged 9
		SP:Iteration 7Q (41073.540000 sec): 3 clusters
  Score: Raw -60942.373563 + Penalty 2051.903115 = -58890.470448
  nChanged 11
		SP:Iteration 8Q (41073.720000 sec): 3 clusters
  Score: Raw -60957.697488 + Penalty 2051.903115 = -58905.794373
  nChanged 5
		SP:Iteration 9Q (41073.850000 sec): 3 clusters
  Score: Raw -60965.699868 + Penalty 2051.903115 = -58913.796753
  nChanged 2
		SP:Iteration 10Q (41074.010000 sec): 3 clusters
  Score: Raw -60975.024314 + Penalty 2051.903115 = -58923.121199
  nChanged 0
		SP:Iteration 11F (41074.190000 sec): 3 clusters
  Score: Raw -60975.024314 + Penalty 2051.903115 = -58923.121199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41074.310000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41074.470000 sec): 3 clusters
  Score: Raw -61037.188258 + Penalty 2026.820117 = -59010.368141
  nChanged 119
		SP:Iteration 1F (41074.680000 sec): 3 clusters
  Score: Raw -61197.575186 + Penalty 2026.820117 = -59170.755070
  nChanged 23
		SP:Iteration 2Q (41074.820000 sec): 3 clusters
  Score: Raw -61231.267150 + Penalty 2026.820117 = -59204.447033
  nChanged 12
		SP:Iteration 3Q (41075.000000 sec): 3 clusters
  Score: Raw -61251.846719 + Penalty 2026.820117 = -59225.026602
  nChanged 11
		SP:Iteration 4Q (41075.150000 sec): 3 clusters
  Score: Raw -61270.651620 + Penalty 2026.820117 = -59243.831503
  nChanged 5
		SP:Iteration 5Q (41075.340000 sec): 3 clusters
  Score: Raw -61274.786544 + Penalty 2026.820117 = -59247.966427
  nChanged 3
		SP:Iteration 6Q (41075.450000 sec): 3 clusters
  Score: Raw -61278.298226 + Penalty 2026.820117 = -59251.478109
  nChanged 3
		SP:Iteration 7Q (41075.650000 sec): 3 clusters
  Score: Raw -61281.401229 + Penalty 2026.820117 = -59254.581112
  nChanged 0
		SP:Iteration 8F (41075.790000 sec): 3 clusters
  Score: Raw -61281.401229 + Penalty 2026.820117 = -59254.581112
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41076.080000 sec): 2 clusters
  Score: Raw -4827335.083727 + Penalty 1720.590572 = -4825614.493154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41076.450000 sec): 3 clusters
  Score: Raw -4802416.006491 + Penalty 3441.181145 = -4798974.825346
  nChanged 18510
		SP:Iteration 1F (41076.780000 sec): 3 clusters
  Score: Raw -4812913.403973 + Penalty 3441.181145 = -4809472.222828
  nChanged 1874
		SP:Iteration 2Q (41077.080000 sec): 3 clusters
  Score: Raw -4813593.479339 + Penalty 3441.181145 = -4810152.298194
  nChanged 2089
		SP:Iteration 3F (41077.470000 sec): 3 clusters
  Score: Raw -4814522.717488 + Penalty 3441.181145 = -4811081.536344
  nChanged 2353
		SP:Iteration 4F (41077.840000 sec): 3 clusters
  Score: Raw -4815766.446604 + Penalty 3441.181145 = -4812325.265459
  nChanged 2585
		SP:Iteration 5F (41078.160000 sec): 3 clusters
  Score: Raw -4817269.309598 + Penalty 3441.181145 = -4813828.128453
  nChanged 2537
		SP:Iteration 6F (41078.560000 sec): 3 clusters
  Score: Raw -4818811.206868 + Penalty 3441.181145 = -4815370.025723
  nChanged 2343
		SP:Iteration 7F (41078.940000 sec): 3 clusters
  Score: Raw -4820282.376239 + Penalty 3441.181145 = -4816841.195095
  nChanged 2071
		SP:Iteration 8F (41079.290000 sec): 3 clusters
  Score: Raw -4821662.106446 + Penalty 3441.181145 = -4818220.925301
  nChanged 1926
		SP:Iteration 9Q (41079.720000 sec): 3 clusters
  Score: Raw -4823065.070884 + Penalty 3441.181145 = -4819623.889739
  nChanged 1702
		SP:Iteration 10Q (41080.040000 sec): 3 clusters
  Score: Raw -4824415.186809 + Penalty 3441.181145 = -4820974.005664
  nChanged 1342
		SP:Iteration 11Q (41080.380000 sec): 3 clusters
  Score: Raw -4825538.707713 + Penalty 3441.181145 = -4822097.526568
  nChanged 990
		SP:Iteration 12Q (41080.730000 sec): 3 clusters
  Score: Raw -4826388.301357 + Penalty 3441.181145 = -4822947.120212
  nChanged 588
		SP:Iteration 13Q (41081.070000 sec): 3 clusters
  Score: Raw -4826901.288403 + Penalty 3441.181145 = -4823460.107258
  nChanged 305
		SP:Iteration 14Q (41081.380000 sec): 3 clusters
  Score: Raw -4827170.108559 + Penalty 3441.181145 = -4823728.927414
  nChanged 161
		SP:Iteration 15Q (41081.730000 sec): 3 clusters
  Score: Raw -4827321.249835 + Penalty 3441.181145 = -4823880.068690
  nChanged 81
		SP:Iteration 16Q (41082.080000 sec): 3 clusters
  Score: Raw -4827389.601956 + Penalty 3441.181145 = -4823948.420811
  nChanged 50
		SP:Iteration 17Q (41082.510000 sec): 3 clusters
  Score: Raw -4827443.194813 + Penalty 3441.181145 = -4824002.013668
  nChanged 32
		SP:Iteration 18Q (41082.860000 sec): 3 clusters
  Score: Raw -4827470.886957 + Penalty 3441.181145 = -4824029.705812
  nChanged 28
		SP:Iteration 19Q (41083.190000 sec): 3 clusters
  Score: Raw -4827497.743176 + Penalty 3441.181145 = -4824056.562031
  nChanged 15
		SP:Iteration 20F (41083.510000 sec): 3 clusters
  Score: Raw -4827511.564746 + Penalty 3441.181145 = -4824070.383601
  nChanged 10
		SP:Iteration 21Q (41083.860000 sec): 3 clusters
  Score: Raw -4827521.112299 + Penalty 3441.181145 = -4824079.931154
  nChanged 10
		SP:Iteration 22Q (41084.170000 sec): 3 clusters
  Score: Raw -4827530.990234 + Penalty 3441.181145 = -4824089.809090
  nChanged 7
		SP:Iteration 23Q (41084.540000 sec): 3 clusters
  Score: Raw -4827535.325739 + Penalty 3441.181145 = -4824094.144594
  nChanged 6
		SP:Iteration 24Q (41084.910000 sec): 3 clusters
  Score: Raw -4827540.969641 + Penalty 3441.181145 = -4824099.788496
  nChanged 2
		SP:Iteration 25Q (41085.170000 sec): 3 clusters
  Score: Raw -4827543.726630 + Penalty 3441.181145 = -4824102.545485
  nChanged 3
		SP:Iteration 26Q (41085.490000 sec): 3 clusters
  Score: Raw -4827545.665194 + Penalty 3441.181145 = -4824104.484049
  nChanged 1
		SP:Iteration 27Q (41085.900000 sec): 3 clusters
  Score: Raw -4827546.253057 + Penalty 3441.181145 = -4824105.071912
  nChanged 0
		SP:Iteration 28F (41086.250000 sec): 3 clusters
  Score: Raw -4827546.253057 + Penalty 3441.181145 = -4824105.071912
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41086.380000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41086.490000 sec): 3 clusters
  Score: Raw -11329.337192 + Penalty 1547.706529 = -9781.630663
  nChanged 11
		SP:Iteration 1F (41086.690000 sec): 3 clusters
  Score: Raw -11391.420259 + Penalty 1547.706529 = -9843.713730
  nChanged 3
		SP:Iteration 2Q (41086.850000 sec): 3 clusters
  Score: Raw -11406.911594 + Penalty 1547.706529 = -9859.205065
  nChanged 3
		SP:Iteration 3Q (41087.030000 sec): 3 clusters
  Score: Raw -11434.458436 + Penalty 1547.706529 = -9886.751907
  nChanged 0
		SP:Iteration 4F (41087.190000 sec): 3 clusters
  Score: Raw -11434.458436 + Penalty 1547.706529 = -9886.751907
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (14868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41087.370000 sec): 2 clusters
  Score: Raw -1636069.912433 + Penalty 1561.132061 = -1634508.780372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41087.570000 sec): 3 clusters
  Score: Raw -1627264.360772 + Penalty 3122.264123 = -1624142.096649
  nChanged 6690
		SP:Iteration 1F (41087.810000 sec): 3 clusters
  Score: Raw -1631212.502385 + Penalty 3122.264123 = -1628090.238262
  nChanged 1048
		SP:Iteration 2F (41088.030000 sec): 3 clusters
  Score: Raw -1631844.572995 + Penalty 3122.264123 = -1628722.308872
  nChanged 1016
		SP:Iteration 3F (41088.270000 sec): 3 clusters
  Score: Raw -1632516.396511 + Penalty 3122.264123 = -1629394.132388
  nChanged 1037
		SP:Iteration 4F (41088.490000 sec): 3 clusters
  Score: Raw -1633217.837056 + Penalty 3122.264123 = -1630095.572934
  nChanged 942
		SP:Iteration 5F (41088.760000 sec): 3 clusters
  Score: Raw -1633885.527478 + Penalty 3122.264123 = -1630763.263355
  nChanged 849
		SP:Iteration 6F (41088.960000 sec): 3 clusters
  Score: Raw -1634411.271882 + Penalty 3122.264123 = -1631289.007759
  nChanged 689
		SP:Iteration 7Q (41089.180000 sec): 3 clusters
  Score: Raw -1634766.327267 + Penalty 3122.264123 = -1631644.063144
  nChanged 578
		SP:Iteration 8Q (41089.430000 sec): 3 clusters
  Score: Raw -1635053.395936 + Penalty 3122.264123 = -1631931.131813
  nChanged 469
		SP:Iteration 9Q (41089.730000 sec): 3 clusters
  Score: Raw -1635280.547157 + Penalty 3122.264123 = -1632158.283034
  nChanged 401
		SP:Iteration 10Q (41089.950000 sec): 3 clusters
  Score: Raw -1635480.263307 + Penalty 3122.264123 = -1632357.999185
  nChanged 362
		SP:Iteration 11Q (41090.170000 sec): 3 clusters
  Score: Raw -1635664.259163 + Penalty 3122.264123 = -1632541.995040
  nChanged 309
		SP:Iteration 12Q (41090.410000 sec): 3 clusters
  Score: Raw -1635819.538749 + Penalty 3122.264123 = -1632697.274626
  nChanged 284
		SP:Iteration 13Q (41090.640000 sec): 3 clusters
  Score: Raw -1635959.072408 + Penalty 3122.264123 = -1632836.808285
  nChanged 247
		SP:Iteration 14Q (41090.870000 sec): 3 clusters
  Score: Raw -1636071.142819 + Penalty 3122.264123 = -1632948.878696
  nChanged 180
		SP:Iteration 15Q (41091.120000 sec): 3 clusters
  Score: Raw -1636154.236179 + Penalty 3122.264123 = -1633031.972056
  nChanged 160
		SP:Iteration 16Q (41091.320000 sec): 3 clusters
  Score: Raw -1636234.095853 + Penalty 3122.264123 = -1633111.831730
  nChanged 132
		SP:Iteration 17Q (41091.470000 sec): 3 clusters
  Score: Raw -1636296.404803 + Penalty 3122.264123 = -1633174.140681
  nChanged 97
		SP:Iteration 18Q (41091.710000 sec): 3 clusters
  Score: Raw -1636342.920313 + Penalty 3122.264123 = -1633220.656190
  nChanged 90
		SP:Iteration 19Q (41091.950000 sec): 3 clusters
  Score: Raw -1636381.662085 + Penalty 3122.264123 = -1633259.397962
  nChanged 71
		SP:Iteration 20F (41092.150000 sec): 3 clusters
  Score: Raw -1636415.930320 + Penalty 3122.264123 = -1633293.666198
  nChanged 76
		SP:Iteration 21Q (41092.390000 sec): 3 clusters
  Score: Raw -1636451.860872 + Penalty 3122.264123 = -1633329.596749
  nChanged 50
		SP:Iteration 22Q (41092.640000 sec): 3 clusters
  Score: Raw -1636473.713538 + Penalty 3122.264123 = -1633351.449415
  nChanged 41
		SP:Iteration 23Q (41092.840000 sec): 3 clusters
  Score: Raw -1636490.657228 + Penalty 3122.264123 = -1633368.393105
  nChanged 38
		SP:Iteration 24Q (41093.100000 sec): 3 clusters
  Score: Raw -1636506.156214 + Penalty 3122.264123 = -1633383.892091
  nChanged 27
		SP:Iteration 25Q (41093.320000 sec): 3 clusters
  Score: Raw -1636516.712580 + Penalty 3122.264123 = -1633394.448457
  nChanged 30
		SP:Iteration 26Q (41093.610000 sec): 3 clusters
  Score: Raw -1636529.466370 + Penalty 3122.264123 = -1633407.202248
  nChanged 22
		SP:Iteration 27Q (41093.800000 sec): 3 clusters
  Score: Raw -1636540.539268 + Penalty 3122.264123 = -1633418.275145
  nChanged 22
		SP:Iteration 28Q (41094.040000 sec): 3 clusters
  Score: Raw -1636554.492339 + Penalty 3122.264123 = -1633432.228216
  nChanged 19
		SP:Iteration 29Q (41094.280000 sec): 3 clusters
  Score: Raw -1636565.477231 + Penalty 3122.264123 = -1633443.213108
  nChanged 15
		SP:Iteration 30Q (41094.490000 sec): 3 clusters
  Score: Raw -1636571.082592 + Penalty 3122.264123 = -1633448.818469
  nChanged 11
		SP:Iteration 31Q (41094.710000 sec): 3 clusters
  Score: Raw -1636577.404028 + Penalty 3122.264123 = -1633455.139905
  nChanged 12
		SP:Iteration 32Q (41094.920000 sec): 3 clusters
  Score: Raw -1636584.379347 + Penalty 3122.264123 = -1633462.115224
  nChanged 15
		SP:Iteration 33Q (41095.130000 sec): 3 clusters
  Score: Raw -1636593.946986 + Penalty 3122.264123 = -1633471.682863
  nChanged 15
		SP:Iteration 34Q (41095.380000 sec): 3 clusters
  Score: Raw -1636601.901538 + Penalty 3122.264123 = -1633479.637415
  nChanged 13
		SP:Iteration 35Q (41095.590000 sec): 3 clusters
  Score: Raw -1636608.200415 + Penalty 3122.264123 = -1633485.936292
  nChanged 6
		SP:Iteration 36Q (41095.790000 sec): 3 clusters
  Score: Raw -1636611.922111 + Penalty 3122.264123 = -1633489.657989
  nChanged 6
		SP:Iteration 37Q (41096.000000 sec): 3 clusters
  Score: Raw -1636615.836061 + Penalty 3122.264123 = -1633493.571938
  nChanged 6
		SP:Iteration 38Q (41096.200000 sec): 3 clusters
  Score: Raw -1636618.662409 + Penalty 3122.264123 = -1633496.398286
  nChanged 4
		SP:Iteration 39Q (41096.390000 sec): 3 clusters
  Score: Raw -1636620.882995 + Penalty 3122.264123 = -1633498.618872
  nChanged 4
		SP:Iteration 40F (41096.610000 sec): 3 clusters
  Score: Raw -1636622.242680 + Penalty 3122.264123 = -1633499.978558
  nChanged 1
		SP:Iteration 41Q (41096.850000 sec): 3 clusters
  Score: Raw -1636622.909201 + Penalty 3122.264123 = -1633500.645078
  nChanged 3
		SP:Iteration 42Q (41097.060000 sec): 3 clusters
  Score: Raw -1636625.034026 + Penalty 3122.264123 = -1633502.769903
  nChanged 2
		SP:Iteration 43Q (41097.320000 sec): 3 clusters
  Score: Raw -1636626.723251 + Penalty 3122.264123 = -1633504.459128
  nChanged 3
		SP:Iteration 44Q (41097.550000 sec): 3 clusters
  Score: Raw -1636628.542826 + Penalty 3122.264123 = -1633506.278703
  nChanged 2
		SP:Iteration 45Q (41097.800000 sec): 3 clusters
  Score: Raw -1636629.362063 + Penalty 3122.264123 = -1633507.097940
  nChanged 2
		SP:Iteration 46Q (41097.980000 sec): 3 clusters
  Score: Raw -1636630.202470 + Penalty 3122.264123 = -1633507.938347
  nChanged 1
		SP:Iteration 47Q (41098.220000 sec): 3 clusters
  Score: Raw -1636630.583769 + Penalty 3122.264123 = -1633508.319646
  nChanged 0
		SP:Iteration 48F (41098.460000 sec): 3 clusters
  Score: Raw -1636630.583769 + Penalty 3122.264123 = -1633508.319646
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41098.540000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41098.740000 sec): 3 clusters
  Score: Raw -68787.583578 + Penalty 2068.543996 = -66719.039582
  nChanged 147
		SP:Iteration 1F (41098.870000 sec): 3 clusters
  Score: Raw -69007.732244 + Penalty 2068.543996 = -66939.188248
  nChanged 48
		SP:Iteration 2F (41099.060000 sec): 3 clusters
  Score: Raw -69164.358214 + Penalty 2068.543996 = -67095.814218
  nChanged 36
		SP:Iteration 3F (41099.200000 sec): 3 clusters
  Score: Raw -69212.022064 + Penalty 2068.543996 = -67143.478068
  nChanged 10
		SP:Iteration 4Q (41099.390000 sec): 3 clusters
  Score: Raw -69224.262741 + Penalty 2068.543996 = -67155.718745
  nChanged 9
		SP:Iteration 5Q (41099.580000 sec): 3 clusters
  Score: Raw -69233.703296 + Penalty 2068.543996 = -67165.159300
  nChanged 7
		SP:Iteration 6Q (41099.760000 sec): 3 clusters
  Score: Raw -69245.917560 + Penalty 2068.543996 = -67177.373565
  nChanged 9
		SP:Iteration 7Q (41099.960000 sec): 3 clusters
  Score: Raw -69263.512678 + Penalty 2068.543996 = -67194.968682
  nChanged 13
		SP:Iteration 8Q (41100.080000 sec): 3 clusters
  Score: Raw -69282.296962 + Penalty 2068.543996 = -67213.752966
  nChanged 10
		SP:Iteration 9Q (41100.240000 sec): 3 clusters
  Score: Raw -69297.993905 + Penalty 2068.543996 = -67229.449909
  nChanged 7
		SP:Iteration 10Q (41100.390000 sec): 3 clusters
  Score: Raw -69308.735424 + Penalty 2068.543996 = -67240.191428
  nChanged 5
		SP:Iteration 11Q (41100.570000 sec): 3 clusters
  Score: Raw -69318.031586 + Penalty 2068.543996 = -67249.487590
  nChanged 5
		SP:Iteration 12Q (41100.770000 sec): 3 clusters
  Score: Raw -69344.416328 + Penalty 2068.543996 = -67275.872332
  nChanged 10
		SP:Iteration 13Q (41100.950000 sec): 3 clusters
  Score: Raw -69386.142313 + Penalty 2068.543996 = -67317.598317
  nChanged 11
		SP:Iteration 14Q (41101.090000 sec): 3 clusters
  Score: Raw -69473.268405 + Penalty 2068.543996 = -67404.724409
  nChanged 21
		SP:Iteration 15Q (41101.260000 sec): 3 clusters
  Score: Raw -69556.220690 + Penalty 2068.543996 = -67487.676695
  nChanged 10
		SP:Iteration 16Q (41101.450000 sec): 3 clusters
  Score: Raw -69574.103307 + Penalty 2068.543996 = -67505.559311
  nChanged 4
		SP:Iteration 17Q (41101.640000 sec): 3 clusters
  Score: Raw -69579.812446 + Penalty 2068.543996 = -67511.268450
  nChanged 1
		SP:Iteration 18Q (41101.820000 sec): 3 clusters
  Score: Raw -69580.594930 + Penalty 2068.543996 = -67512.050934
  nChanged 1
		SP:Iteration 19Q (41102.010000 sec): 3 clusters
  Score: Raw -69584.539359 + Penalty 2068.543996 = -67515.995363
  nChanged 2
		SP:Iteration 20F (41102.190000 sec): 3 clusters
  Score: Raw -69589.840617 + Penalty 2068.543996 = -67521.296621
  nChanged 5
		SP:Iteration 21Q (41102.360000 sec): 3 clusters
  Score: Raw -69603.431002 + Penalty 2068.543996 = -67534.887006
  nChanged 0
		SP:Iteration 22F (41102.560000 sec): 3 clusters
  Score: Raw -69603.431002 + Penalty 2068.543996 = -67534.887006
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 59 (5186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41102.690000 sec): 2 clusters
  Score: Raw -605864.571987 + Penalty 1389.979169 = -604474.592818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41102.870000 sec): 3 clusters
  Score: Raw -603174.428480 + Penalty 2779.958339 = -600394.470141
  nChanged 2128
		SP:Iteration 1F (41103.070000 sec): 3 clusters
  Score: Raw -604477.936214 + Penalty 2779.958339 = -601697.977875
  nChanged 414
		SP:Iteration 2F (41103.230000 sec): 3 clusters
  Score: Raw -604743.643802 + Penalty 2779.958339 = -601963.685463
  nChanged 316
		SP:Iteration 3F (41103.410000 sec): 3 clusters
  Score: Raw -604947.985106 + Penalty 2779.958339 = -602168.026767
  nChanged 266
		SP:Iteration 4F (41103.620000 sec): 3 clusters
  Score: Raw -605115.224151 + Penalty 2779.958339 = -602335.265812
  nChanged 252
		SP:Iteration 5Q (41103.820000 sec): 3 clusters
  Score: Raw -605276.519570 + Penalty 2779.958339 = -602496.561231
  nChanged 223
		SP:Iteration 6Q (41104.030000 sec): 3 clusters
  Score: Raw -605412.083354 + Penalty 2779.958339 = -602632.125015
  nChanged 214
		SP:Iteration 7Q (41104.240000 sec): 3 clusters
  Score: Raw -605564.699364 + Penalty 2779.958339 = -602784.741025
  nChanged 187
		SP:Iteration 8Q (41104.430000 sec): 3 clusters
  Score: Raw -605697.082692 + Penalty 2779.958339 = -602917.124353
  nChanged 164
		SP:Iteration 9Q (41104.600000 sec): 3 clusters
  Score: Raw -605802.509681 + Penalty 2779.958339 = -603022.551342
  nChanged 141
		SP:Iteration 10Q (41104.800000 sec): 3 clusters
  Score: Raw -605898.703379 + Penalty 2779.958339 = -603118.745040
  nChanged 118
		SP:Iteration 11Q (41105.020000 sec): 3 clusters
  Score: Raw -605973.036232 + Penalty 2779.958339 = -603193.077893
  nChanged 90
		SP:Iteration 12Q (41105.210000 sec): 3 clusters
  Score: Raw -606032.552201 + Penalty 2779.958339 = -603252.593862
  nChanged 69
		SP:Iteration 13Q (41105.370000 sec): 3 clusters
  Score: Raw -606075.861235 + Penalty 2779.958339 = -603295.902896
  nChanged 64
		SP:Iteration 14Q (41105.550000 sec): 3 clusters
  Score: Raw -606117.483020 + Penalty 2779.958339 = -603337.524681
  nChanged 57
		SP:Iteration 15Q (41105.740000 sec): 3 clusters
  Score: Raw -606166.422496 + Penalty 2779.958339 = -603386.464157
  nChanged 62
		SP:Iteration 16Q (41105.930000 sec): 3 clusters
  Score: Raw -606227.956613 + Penalty 2779.958339 = -603447.998274
  nChanged 50
		SP:Iteration 17Q (41106.120000 sec): 3 clusters
  Score: Raw -606286.035594 + Penalty 2779.958339 = -603506.077255
  nChanged 38
		SP:Iteration 18Q (41106.310000 sec): 3 clusters
  Score: Raw -606314.359579 + Penalty 2779.958339 = -603534.401240
  nChanged 23
		SP:Iteration 19Q (41106.500000 sec): 3 clusters
  Score: Raw -606328.039565 + Penalty 2779.958339 = -603548.081226
  nChanged 14
		SP:Iteration 20F (41106.720000 sec): 3 clusters
  Score: Raw -606333.449251 + Penalty 2779.958339 = -603553.490912
  nChanged 9
		SP:Iteration 21Q (41106.940000 sec): 3 clusters
  Score: Raw -606337.773440 + Penalty 2779.958339 = -603557.815101
  nChanged 7
		SP:Iteration 22Q (41107.100000 sec): 3 clusters
  Score: Raw -606342.471307 + Penalty 2779.958339 = -603562.512968
  nChanged 8
		SP:Iteration 23Q (41107.310000 sec): 3 clusters
  Score: Raw -606346.331724 + Penalty 2779.958339 = -603566.373385
  nChanged 5
		SP:Iteration 24Q (41107.520000 sec): 3 clusters
  Score: Raw -606350.463723 + Penalty 2779.958339 = -603570.505384
  nChanged 10
		SP:Iteration 25Q (41107.690000 sec): 3 clusters
  Score: Raw -606356.569036 + Penalty 2779.958339 = -603576.610697
  nChanged 7
		SP:Iteration 26Q (41107.910000 sec): 3 clusters
  Score: Raw -606359.821460 + Penalty 2779.958339 = -603579.863121
  nChanged 4
		SP:Iteration 27Q (41108.100000 sec): 3 clusters
  Score: Raw -606363.109916 + Penalty 2779.958339 = -603583.151577
  nChanged 4
		SP:Iteration 28Q (41108.270000 sec): 3 clusters
  Score: Raw -606365.301862 + Penalty 2779.958339 = -603585.343523
  nChanged 2
		SP:Iteration 29Q (41108.460000 sec): 3 clusters
  Score: Raw -606366.773273 + Penalty 2779.958339 = -603586.814934
  nChanged 6
		SP:Iteration 30Q (41108.690000 sec): 3 clusters
  Score: Raw -606369.319921 + Penalty 2779.958339 = -603589.361582
  nChanged 7
		SP:Iteration 31Q (41108.880000 sec): 3 clusters
  Score: Raw -606372.428265 + Penalty 2779.958339 = -603592.469926
  nChanged 6
		SP:Iteration 32Q (41109.050000 sec): 3 clusters
  Score: Raw -606374.568023 + Penalty 2779.958339 = -603594.609684
  nChanged 6
		SP:Iteration 33Q (41109.280000 sec): 3 clusters
  Score: Raw -606378.671557 + Penalty 2779.958339 = -603598.713218
  nChanged 11
		SP:Iteration 34Q (41109.450000 sec): 3 clusters
  Score: Raw -606388.108266 + Penalty 2779.958339 = -603608.149927
  nChanged 14
		SP:Iteration 35Q (41109.670000 sec): 3 clusters
  Score: Raw -606403.433192 + Penalty 2779.958339 = -603623.474853
  nChanged 13
		SP:Iteration 36Q (41109.860000 sec): 3 clusters
  Score: Raw -606412.326014 + Penalty 2779.958339 = -603632.367675
  nChanged 10
		SP:Iteration 37Q (41110.040000 sec): 3 clusters
  Score: Raw -606419.992003 + Penalty 2779.958339 = -603640.033664
  nChanged 5
		SP:Iteration 38Q (41110.260000 sec): 3 clusters
  Score: Raw -606423.100588 + Penalty 2779.958339 = -603643.142249
  nChanged 2
		SP:Iteration 39Q (41110.440000 sec): 3 clusters
  Score: Raw -606423.941349 + Penalty 2779.958339 = -603643.983010
  nChanged 1
		SP:Iteration 40F (41110.650000 sec): 3 clusters
  Score: Raw -606424.430616 + Penalty 2779.958339 = -603644.472277
  nChanged 2
		SP:Iteration 41Q (41110.800000 sec): 3 clusters
  Score: Raw -606425.121903 + Penalty 2779.958339 = -603645.163564
  nChanged 0
		SP:Iteration 42F (41111.010000 sec): 3 clusters
  Score: Raw -606425.121903 + Penalty 2779.958339 = -603645.163564
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (4108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41111.100000 sec): 2 clusters
  Score: Raw -457176.137328 + Penalty 1352.112380 = -455824.024948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41111.250000 sec): 3 clusters
  Score: Raw -455161.797485 + Penalty 2704.224761 = -452457.572724
  nChanged 1619
		SP:Iteration 1F (41111.430000 sec): 3 clusters
  Score: Raw -456102.937834 + Penalty 2704.224761 = -453398.713073
  nChanged 356
		SP:Iteration 2F (41111.600000 sec): 3 clusters
  Score: Raw -456396.566907 + Penalty 2704.224761 = -453692.342146
  nChanged 326
		SP:Iteration 3F (41111.770000 sec): 3 clusters
  Score: Raw -456721.397776 + Penalty 2704.224761 = -454017.173016
  nChanged 305
		SP:Iteration 4F (41111.980000 sec): 3 clusters
  Score: Raw -457058.448268 + Penalty 2704.224761 = -454354.223508
  nChanged 264
		SP:Iteration 5F (41112.130000 sec): 3 clusters
  Score: Raw -457319.900220 + Penalty 2704.224761 = -454615.675460
  nChanged 202
		SP:Iteration 6Q (41112.310000 sec): 3 clusters
  Score: Raw -457473.125997 + Penalty 2704.224761 = -454768.901236
  nChanged 144
		SP:Iteration 7Q (41112.480000 sec): 3 clusters
  Score: Raw -457567.376183 + Penalty 2704.224761 = -454863.151423
  nChanged 117
		SP:Iteration 8Q (41112.710000 sec): 3 clusters
  Score: Raw -457637.253726 + Penalty 2704.224761 = -454933.028966
  nChanged 79
		SP:Iteration 9Q (41112.870000 sec): 3 clusters
  Score: Raw -457679.083201 + Penalty 2704.224761 = -454974.858440
  nChanged 63
		SP:Iteration 10Q (41113.070000 sec): 3 clusters
  Score: Raw -457714.986843 + Penalty 2704.224761 = -455010.762083
  nChanged 58
		SP:Iteration 11Q (41113.240000 sec): 3 clusters
  Score: Raw -457744.958520 + Penalty 2704.224761 = -455040.733759
  nChanged 43
		SP:Iteration 12Q (41113.410000 sec): 3 clusters
  Score: Raw -457761.501822 + Penalty 2704.224761 = -455057.277062
  nChanged 35
		SP:Iteration 13Q (41113.600000 sec): 3 clusters
  Score: Raw -457778.877271 + Penalty 2704.224761 = -455074.652511
  nChanged 22
		SP:Iteration 14Q (41113.800000 sec): 3 clusters
  Score: Raw -457786.916526 + Penalty 2704.224761 = -455082.691766
  nChanged 21
		SP:Iteration 15Q (41113.990000 sec): 3 clusters
  Score: Raw -457796.787478 + Penalty 2704.224761 = -455092.562717
  nChanged 20
		SP:Iteration 16Q (41114.170000 sec): 3 clusters
  Score: Raw -457804.454353 + Penalty 2704.224761 = -455100.229592
  nChanged 17
		SP:Iteration 17Q (41114.340000 sec): 3 clusters
  Score: Raw -457808.815926 + Penalty 2704.224761 = -455104.591165
  nChanged 14
		SP:Iteration 18Q (41114.540000 sec): 3 clusters
  Score: Raw -457812.285833 + Penalty 2704.224761 = -455108.061073
  nChanged 4
		SP:Iteration 19Q (41114.730000 sec): 3 clusters
  Score: Raw -457813.799144 + Penalty 2704.224761 = -455109.574384
  nChanged 4
		SP:Iteration 20F (41114.910000 sec): 3 clusters
  Score: Raw -457814.819095 + Penalty 2704.224761 = -455110.594335
  nChanged 3
		SP:Iteration 21Q (41115.070000 sec): 3 clusters
  Score: Raw -457816.201470 + Penalty 2704.224761 = -455111.976709
  nChanged 6
		SP:Iteration 22Q (41115.270000 sec): 3 clusters
  Score: Raw -457818.275518 + Penalty 2704.224761 = -455114.050758
  nChanged 7
		SP:Iteration 23Q (41115.440000 sec): 3 clusters
  Score: Raw -457819.832538 + Penalty 2704.224761 = -455115.607777
  nChanged 5
		SP:Iteration 24Q (41115.610000 sec): 3 clusters
  Score: Raw -457821.477717 + Penalty 2704.224761 = -455117.252956
  nChanged 6
		SP:Iteration 25Q (41115.790000 sec): 3 clusters
  Score: Raw -457823.668686 + Penalty 2704.224761 = -455119.443925
  nChanged 9
		SP:Iteration 26Q (41115.970000 sec): 3 clusters
  Score: Raw -457828.329941 + Penalty 2704.224761 = -455124.105181
  nChanged 9
		SP:Iteration 27Q (41116.150000 sec): 3 clusters
  Score: Raw -457830.634902 + Penalty 2704.224761 = -455126.410141
  nChanged 6
		SP:Iteration 28Q (41116.330000 sec): 3 clusters
  Score: Raw -457832.355461 + Penalty 2704.224761 = -455128.130700
  nChanged 7
		SP:Iteration 29Q (41116.520000 sec): 3 clusters
  Score: Raw -457835.386630 + Penalty 2704.224761 = -455131.161870
  nChanged 4
		SP:Iteration 30Q (41116.700000 sec): 3 clusters
  Score: Raw -457836.552769 + Penalty 2704.224761 = -455132.328008
  nChanged 6
		SP:Iteration 31Q (41116.880000 sec): 3 clusters
  Score: Raw -457838.332083 + Penalty 2704.224761 = -455134.107322
  nChanged 5
		SP:Iteration 32Q (41117.030000 sec): 3 clusters
  Score: Raw -457839.459324 + Penalty 2704.224761 = -455135.234564
  nChanged 3
		SP:Iteration 33Q (41117.180000 sec): 3 clusters
  Score: Raw -457841.261749 + Penalty 2704.224761 = -455137.036988
  nChanged 3
		SP:Iteration 34Q (41117.320000 sec): 3 clusters
  Score: Raw -457842.418084 + Penalty 2704.224761 = -455138.193324
  nChanged 2
		SP:Iteration 35Q (41117.490000 sec): 3 clusters
  Score: Raw -457842.826495 + Penalty 2704.224761 = -455138.601735
  nChanged 1
		SP:Iteration 36Q (41117.670000 sec): 3 clusters
  Score: Raw -457842.975037 + Penalty 2704.224761 = -455138.750276
  nChanged 0
		SP:Iteration 37F (41117.890000 sec): 3 clusters
  Score: Raw -457842.975037 + Penalty 2704.224761 = -455138.750276
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (105862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41118.400000 sec): 2 clusters
  Score: Raw -11999674.851956 + Penalty 1880.107391 = -11997794.744564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41119.030000 sec): 3 clusters
  Score: Raw -11930854.325629 + Penalty 3760.214782 = -11927094.110847
  nChanged 50731
		SP:Iteration 1F (41119.640000 sec): 3 clusters
  Score: Raw -11961303.128488 + Penalty 3760.214782 = -11957542.913705
  nChanged 4709
		SP:Iteration 2Q (41120.260000 sec): 3 clusters
  Score: Raw -11963236.653020 + Penalty 3760.214782 = -11959476.438238
  nChanged 5261
		SP:Iteration 3Q (41120.930000 sec): 3 clusters
  Score: Raw -11965717.534297 + Penalty 3760.214782 = -11961957.319515
  nChanged 5835
		SP:Iteration 4F (41121.610000 sec): 3 clusters
  Score: Raw -11968614.757775 + Penalty 3760.214782 = -11964854.542993
  nChanged 6021
		SP:Iteration 5F (41122.220000 sec): 3 clusters
  Score: Raw -11971688.939279 + Penalty 3760.214782 = -11967928.724497
  nChanged 5966
		SP:Iteration 6F (41122.850000 sec): 3 clusters
  Score: Raw -11974998.377387 + Penalty 3760.214782 = -11971238.162605
  nChanged 5851
		SP:Iteration 7F (41123.470000 sec): 3 clusters
  Score: Raw -11978420.421156 + Penalty 3760.214782 = -11974660.206374
  nChanged 5473
		SP:Iteration 8F (41124.130000 sec): 3 clusters
  Score: Raw -11981621.015022 + Penalty 3760.214782 = -11977860.800239
  nChanged 4726
		SP:Iteration 9Q (41124.780000 sec): 3 clusters
  Score: Raw -11984185.742890 + Penalty 3760.214782 = -11980425.528108
  nChanged 3835
		SP:Iteration 10Q (41125.500000 sec): 3 clusters
  Score: Raw -11985883.827813 + Penalty 3760.214782 = -11982123.613031
  nChanged 2825
		SP:Iteration 11Q (41126.190000 sec): 3 clusters
  Score: Raw -11986812.647028 + Penalty 3760.214782 = -11983052.432246
  nChanged 2090
		SP:Iteration 12Q (41126.720000 sec): 3 clusters
  Score: Raw -11987371.154251 + Penalty 3760.214782 = -11983610.939468
  nChanged 1655
		SP:Iteration 13Q (41127.320000 sec): 3 clusters
  Score: Raw -11987788.637058 + Penalty 3760.214782 = -11984028.422275
  nChanged 1484
		SP:Iteration 14Q (41127.890000 sec): 3 clusters
  Score: Raw -11988177.129254 + Penalty 3760.214782 = -11984416.914472
  nChanged 1508
		SP:Iteration 15Q (41128.510000 sec): 3 clusters
  Score: Raw -11988570.879742 + Penalty 3760.214782 = -11984810.664960
  nChanged 1479
		SP:Iteration 16Q (41129.140000 sec): 3 clusters
  Score: Raw -11988965.971898 + Penalty 3760.214782 = -11985205.757116
  nChanged 1542
		SP:Iteration 17Q (41129.710000 sec): 3 clusters
  Score: Raw -11989396.290265 + Penalty 3760.214782 = -11985636.075483
  nChanged 1582
		SP:Iteration 18Q (41130.290000 sec): 3 clusters
  Score: Raw -11989861.576483 + Penalty 3760.214782 = -11986101.361701
  nChanged 1621
		SP:Iteration 19Q (41130.850000 sec): 3 clusters
  Score: Raw -11990359.509653 + Penalty 3760.214782 = -11986599.294870
  nChanged 1676
		SP:Iteration 20F (41131.460000 sec): 3 clusters
  Score: Raw -11990902.858838 + Penalty 3760.214782 = -11987142.644056
  nChanged 1695
		SP:Iteration 21Q (41131.980000 sec): 3 clusters
  Score: Raw -11991495.557034 + Penalty 3760.214782 = -11987735.342252
  nChanged 1697
		SP:Iteration 22Q (41132.510000 sec): 3 clusters
  Score: Raw -11992145.095738 + Penalty 3760.214782 = -11988384.880955
  nChanged 1715
		SP:Iteration 23Q (41133.130000 sec): 3 clusters
  Score: Raw -11992849.413235 + Penalty 3760.214782 = -11989089.198453
  nChanged 1690
		SP:Iteration 24Q (41133.750000 sec): 3 clusters
  Score: Raw -11993595.404259 + Penalty 3760.214782 = -11989835.189477
  nChanged 1698
		SP:Iteration 25Q (41134.290000 sec): 3 clusters
  Score: Raw -11994397.817439 + Penalty 3760.214782 = -11990637.602657
  nChanged 1597
		SP:Iteration 26Q (41134.930000 sec): 3 clusters
  Score: Raw -11995156.268442 + Penalty 3760.214782 = -11991396.053659
  nChanged 1464
		SP:Iteration 27Q (41135.510000 sec): 3 clusters
  Score: Raw -11995861.538831 + Penalty 3760.214782 = -11992101.324048
  nChanged 1364
		SP:Iteration 28Q (41136.110000 sec): 3 clusters
  Score: Raw -11996567.619777 + Penalty 3760.214782 = -11992807.404995
  nChanged 1238
		SP:Iteration 29Q (41136.650000 sec): 3 clusters
  Score: Raw -11997228.986469 + Penalty 3760.214782 = -11993468.771686
  nChanged 1120
		SP:Iteration 30Q (41137.170000 sec): 3 clusters
  Score: Raw -11997842.872310 + Penalty 3760.214782 = -11994082.657527
  nChanged 953
		SP:Iteration 31Q (41137.730000 sec): 3 clusters
  Score: Raw -11998381.163343 + Penalty 3760.214782 = -11994620.948560
  nChanged 792
		SP:Iteration 32Q (41138.300000 sec): 3 clusters
  Score: Raw -11998858.487629 + Penalty 3760.214782 = -11995098.272847
  nChanged 670
		SP:Iteration 33Q (41138.900000 sec): 3 clusters
  Score: Raw -11999282.892182 + Penalty 3760.214782 = -11995522.677399
  nChanged 514
		SP:Iteration 34Q (41139.510000 sec): 3 clusters
  Score: Raw -11999581.494062 + Penalty 3760.214782 = -11995821.279280
  nChanged 399
		SP:Iteration 35Q (41140.110000 sec): 3 clusters
  Score: Raw -11999816.717946 + Penalty 3760.214782 = -11996056.503163
  nChanged 337
		SP:Iteration 36Q (41140.680000 sec): 3 clusters
  Score: Raw -12000020.126947 + Penalty 3760.214782 = -11996259.912165
  nChanged 262
		SP:Iteration 37Q (41141.240000 sec): 3 clusters
  Score: Raw -12000178.072245 + Penalty 3760.214782 = -11996417.857463
  nChanged 231
		SP:Iteration 38Q (41141.820000 sec): 3 clusters
  Score: Raw -12000347.132051 + Penalty 3760.214782 = -11996586.917269
  nChanged 220
		SP:Iteration 39Q (41142.400000 sec): 3 clusters
  Score: Raw -12000500.912492 + Penalty 3760.214782 = -11996740.697710
  nChanged 170
		SP:Iteration 40F (41142.980000 sec): 3 clusters
  Score: Raw -12000614.799154 + Penalty 3760.214782 = -11996854.584372
  nChanged 152
		SP:Iteration 41Q (41143.520000 sec): 3 clusters
  Score: Raw -12000701.470434 + Penalty 3760.214782 = -11996941.255652
  nChanged 129
		SP:Iteration 42Q (41144.090000 sec): 3 clusters
  Score: Raw -12000754.097177 + Penalty 3760.214782 = -11996993.882395
  nChanged 102
		SP:Iteration 43Q (41144.640000 sec): 3 clusters
  Score: Raw -12000788.773726 + Penalty 3760.214782 = -11997028.558944
  nChanged 80
		SP:Iteration 44Q (41145.200000 sec): 3 clusters
  Score: Raw -12000817.052810 + Penalty 3760.214782 = -11997056.838028
  nChanged 71
		SP:Iteration 45Q (41145.750000 sec): 3 clusters
  Score: Raw -12000840.116516 + Penalty 3760.214782 = -11997079.901734
  nChanged 67
		SP:Iteration 46Q (41146.300000 sec): 3 clusters
  Score: Raw -12000860.503481 + Penalty 3760.214782 = -11997100.288699
  nChanged 59
		SP:Iteration 47Q (41146.870000 sec): 3 clusters
  Score: Raw -12000881.849915 + Penalty 3760.214782 = -11997121.635133
  nChanged 53
		SP:Iteration 48Q (41147.460000 sec): 3 clusters
  Score: Raw -12000899.518283 + Penalty 3760.214782 = -11997139.303501
  nChanged 51
		SP:Iteration 49Q (41148.090000 sec): 3 clusters
  Score: Raw -12000911.282157 + Penalty 3760.214782 = -11997151.067375
  nChanged 40
		SP:Iteration 50Q (41148.700000 sec): 3 clusters
  Score: Raw -12000920.317898 + Penalty 3760.214782 = -11997160.103116
  nChanged 20
		SP:Iteration 51Q (41149.360000 sec): 3 clusters
  Score: Raw -12000923.933157 + Penalty 3760.214782 = -11997163.718375
  nChanged 11
		SP:Iteration 52Q (41150.020000 sec): 3 clusters
  Score: Raw -12000925.833898 + Penalty 3760.214782 = -11997165.619115
  nChanged 13
		SP:Iteration 53Q (41150.680000 sec): 3 clusters
  Score: Raw -12000927.649990 + Penalty 3760.214782 = -11997167.435208
  nChanged 6
		SP:Iteration 54Q (41151.360000 sec): 3 clusters
  Score: Raw -12000928.510433 + Penalty 3760.214782 = -11997168.295651
  nChanged 4
		SP:Iteration 55Q (41152.000000 sec): 3 clusters
  Score: Raw -12000929.113587 + Penalty 3760.214782 = -11997168.898804
  nChanged 1
		SP:Iteration 56Q (41152.680000 sec): 3 clusters
  Score: Raw -12000929.288342 + Penalty 3760.214782 = -11997169.073560
  nChanged 0
		SP:Iteration 57F (41153.380000 sec): 3 clusters
  Score: Raw -12000929.288342 + Penalty 3760.214782 = -11997169.073560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41153.500000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41153.680000 sec): 3 clusters
  Score: Raw -50896.435350 + Penalty 1987.664941 = -48908.770410
  nChanged 106
		SP:Iteration 1F (41153.860000 sec): 3 clusters
  Score: Raw -51071.388100 + Penalty 1987.664941 = -49083.723159
  nChanged 27
		SP:Iteration 2F (41154.020000 sec): 3 clusters
  Score: Raw -51119.895569 + Penalty 1987.664941 = -49132.230629
  nChanged 10
		SP:Iteration 3Q (41154.210000 sec): 3 clusters
  Score: Raw -51139.484278 + Penalty 1987.664941 = -49151.819337
  nChanged 8
		SP:Iteration 4Q (41154.390000 sec): 3 clusters
  Score: Raw -51152.093641 + Penalty 1987.664941 = -49164.428700
  nChanged 4
		SP:Iteration 5Q (41154.620000 sec): 3 clusters
  Score: Raw -51161.757537 + Penalty 1987.664941 = -49174.092596
  nChanged 5
		SP:Iteration 6Q (41154.800000 sec): 3 clusters
  Score: Raw -51171.985995 + Penalty 1987.664941 = -49184.321055
  nChanged 5
		SP:Iteration 7Q (41154.970000 sec): 3 clusters
  Score: Raw -51185.639763 + Penalty 1987.664941 = -49197.974822
  nChanged 4
		SP:Iteration 8Q (41155.130000 sec): 3 clusters
  Score: Raw -51193.881028 + Penalty 1987.664941 = -49206.216087
  nChanged 1
		SP:Iteration 9Q (41155.300000 sec): 3 clusters
  Score: Raw -51195.118169 + Penalty 1987.664941 = -49207.453229
  nChanged 0
		SP:Iteration 10F (41155.520000 sec): 3 clusters
  Score: Raw -51195.118169 + Penalty 1987.664941 = -49207.453229
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 63 (95 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41155.570000 sec): 2 clusters
  Score: Raw -9296.110153 + Penalty 740.004995 = -8556.105158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41155.780000 sec): 3 clusters
  Score: Raw -9580.181701 + Penalty 1480.009990 = -8100.171711
  nChanged 8
		SP:Iteration 1F (41155.940000 sec): 3 clusters
  Score: Raw -9624.550848 + Penalty 1480.009990 = -8144.540859
  nChanged 4
		SP:Iteration 2Q (41156.090000 sec): 3 clusters
  Score: Raw -9656.740002 + Penalty 1480.009990 = -8176.730012
  nChanged 1
		SP:Iteration 3Q (41156.310000 sec): 3 clusters
  Score: Raw -9664.315037 + Penalty 1480.009990 = -8184.305047
  nChanged 0
		SP:Iteration 4F (41156.500000 sec): 3 clusters
  Score: Raw -9664.315037 + Penalty 1480.009990 = -8184.305047
  nChanged 0
Iteration 339Q (41253.630000 sec): 65 clusters
  Score: Raw -223652058.099298 + Penalty 150441.332448 = -223501616.766850
  nChanged 2946
Iteration 340F (41436.560000 sec): 65 clusters
  Score: Raw -223653061.777304 + Penalty 150441.332448 = -223502620.444855
  nChanged 3505
Iteration 341Q (41570.530000 sec): 65 clusters
  Score: Raw -223653531.742337 + Penalty 150441.332448 = -223503090.409889
  nChanged 2545
Iteration 342Q (41669.250000 sec): 65 clusters
  Score: Raw -223653826.589196 + Penalty 150441.332448 = -223503385.256747
  nChanged 2152
Iteration 343Q (41761.670000 sec): 65 clusters
  Score: Raw -223654034.842723 + Penalty 150441.332448 = -223503593.510275
  nChanged 1812
Iteration 344Q (41852.950000 sec): 65 clusters
  Score: Raw -223654187.923384 + Penalty 150441.332448 = -223503746.590935
  nChanged 1564
Iteration 345Q (41942.450000 sec): 65 clusters
  Score: Raw -223654299.988355 + Penalty 150441.332448 = -223503858.655906
  nChanged 1296
Iteration 346Q (42031.180000 sec): 65 clusters
  Score: Raw -223654382.914793 + Penalty 150441.332448 = -223503941.582345
  nChanged 1092
Iteration 347Q (42131.730000 sec): 65 clusters
  Score: Raw -223654443.752993 + Penalty 150441.332448 = -223504002.420544
  nChanged 947
Iteration 348Q (42225.520000 sec): 65 clusters
  Score: Raw -223654490.890795 + Penalty 150441.332448 = -223504049.558347
  nChanged 835
Iteration 349Q (42326.630000 sec): 65 clusters
  Score: Raw -223654528.996648 + Penalty 150441.332448 = -223504087.664200
  nChanged 722
Iteration 350Q (42426.240000 sec): 65 clusters
  Score: Raw -223654561.955221 + Penalty 150441.332448 = -223504120.622773
  nChanged 641
Iteration 351Q (42539.710000 sec): 65 clusters
  Score: Raw -223654591.462463 + Penalty 150441.332448 = -223504150.130014
  nChanged 581
Iteration 352Q (42641.690000 sec): 65 clusters
  Score: Raw -223654620.171233 + Penalty 150441.332448 = -223504178.838785
  nChanged 604
Iteration 353Q (42752.170000 sec): 65 clusters
  Score: Raw -223654653.217300 + Penalty 150441.332448 = -223504211.884851
  nChanged 532
Iteration 354Q (42854.090000 sec): 65 clusters
  Score: Raw -223654689.045477 + Penalty 150441.332448 = -223504247.713029
  nChanged 525
Iteration 355Q (42951.930000 sec): 65 clusters
  Score: Raw -223654723.086743 + Penalty 150441.332448 = -223504281.754295
  nChanged 511
Iteration 356Q (43069.140000 sec): 65 clusters
  Score: Raw -223654754.216164 + Penalty 150441.332448 = -223504312.883715
  nChanged 470
Iteration 357Q (43189.370000 sec): 65 clusters
  Score: Raw -223654783.601059 + Penalty 150441.332448 = -223504342.268610
  nChanged 455
Iteration 358Q (43301.630000 sec): 65 clusters
  Score: Raw -223654806.534513 + Penalty 150441.332448 = -223504365.202064
  nChanged 451
Iteration 359Q (43417.420000 sec): 65 clusters
  Score: Raw -223654823.794851 + Penalty 150441.332448 = -223504382.462402
  nChanged 387
Iteration 360F (43620.640000 sec): 65 clusters
  Score: Raw -223654840.502249 + Penalty 150441.332448 = -223504399.169801
  nChanged 381
Iteration 361Q (43743.150000 sec): 65 clusters
  Score: Raw -223654855.378366 + Penalty 150441.332448 = -223504414.045918
  nChanged 362
Iteration 362Q (43867.970000 sec): 65 clusters
  Score: Raw -223654869.383245 + Penalty 150441.332448 = -223504428.050796
  nChanged 344
Iteration 363Q (43995.770000 sec): 65 clusters
  Score: Raw -223654883.880526 + Penalty 150441.332448 = -223504442.548078
  nChanged 359
Iteration 364Q (44107.200000 sec): 65 clusters
  Score: Raw -223654899.269468 + Penalty 150441.332448 = -223504457.937020
  nChanged 353
Iteration 365Q (44225.140000 sec): 65 clusters
  Score: Raw -223654914.256921 + Penalty 150441.332448 = -223504472.924473
  nChanged 363
Iteration 366Q (44346.080000 sec): 65 clusters
  Score: Raw -223654930.638526 + Penalty 150441.332448 = -223504489.306078
  nChanged 345
Iteration 367Q (44467.890000 sec): 65 clusters
  Score: Raw -223654947.620752 + Penalty 150441.332448 = -223504506.288303
  nChanged 342
Iteration 368Q (44587.760000 sec): 65 clusters
  Score: Raw -223654963.195055 + Penalty 150441.332448 = -223504521.862607
  nChanged 343
Iteration 369Q (44687.130000 sec): 65 clusters
  Score: Raw -223654976.626687 + Penalty 150441.332448 = -223504535.294238
  nChanged 299
Iteration 370Q (44796.110000 sec): 65 clusters
  Score: Raw -223654988.929828 + Penalty 150441.332448 = -223504547.597380
  nChanged 290
Iteration 371Q (44905.610000 sec): 65 clusters
  Score: Raw -223654999.584445 + Penalty 150441.332448 = -223504558.251996
  nChanged 281
Iteration 372Q (45016.620000 sec): 65 clusters
  Score: Raw -223655010.499003 + Penalty 150441.332448 = -223504569.166555
  nChanged 270
Iteration 373Q (45131.010000 sec): 65 clusters
  Score: Raw -223655019.845864 + Penalty 150441.332448 = -223504578.513416
  nChanged 247
Iteration 374Q (45254.950000 sec): 65 clusters
  Score: Raw -223655029.178941 + Penalty 150441.332448 = -223504587.846493
  nChanged 250
Iteration 375Q (45360.660000 sec): 65 clusters
  Score: Raw -223655037.467230 + Penalty 150441.332448 = -223504596.134782
  nChanged 218
Iteration 376Q (45460.490000 sec): 65 clusters
  Score: Raw -223655044.228549 + Penalty 150441.332448 = -223504602.896101
  nChanged 162
Iteration 377Q (45562.220000 sec): 65 clusters
  Score: Raw -223655049.273674 + Penalty 150441.332448 = -223504607.941226
  nChanged 153
Iteration 378Q (45674.410000 sec): 65 clusters
  Score: Raw -223655053.418276 + Penalty 150441.332448 = -223504612.085827
  nChanged 130
Writing temp clu file 
Because OldScore, -223504607.941226, is greater than current (better) Score,-223504612.085827 
 Compute initial score before splitting:   Score: Raw -223655053.418276 + Penalty 150441.332448 = -223504612.085827
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (23241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45675.220000 sec): 2 clusters
  Score: Raw -2743351.257114 + Penalty 1633.721901 = -2741717.535213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45675.570000 sec): 3 clusters
  Score: Raw -2729390.486032 + Penalty 3267.443803 = -2726123.042229
  nChanged 10579
		SP:Iteration 1F (45675.890000 sec): 3 clusters
  Score: Raw -2735748.279243 + Penalty 3267.443803 = -2732480.835440
  nChanged 1603
		SP:Iteration 2F (45676.220000 sec): 3 clusters
  Score: Raw -2736717.809234 + Penalty 3267.443803 = -2733450.365431
  nChanged 1678
		SP:Iteration 3F (45676.530000 sec): 3 clusters
  Score: Raw -2737856.385727 + Penalty 3267.443803 = -2734588.941925
  nChanged 1747
		SP:Iteration 4F (45676.850000 sec): 3 clusters
  Score: Raw -2739135.216491 + Penalty 3267.443803 = -2735867.772688
  nChanged 1569
		SP:Iteration 5F (45677.160000 sec): 3 clusters
  Score: Raw -2740400.912365 + Penalty 3267.443803 = -2737133.468562
  nChanged 1283
		SP:Iteration 6F (45677.520000 sec): 3 clusters
  Score: Raw -2741492.731139 + Penalty 3267.443803 = -2738225.287336
  nChanged 991
		SP:Iteration 7Q (45677.850000 sec): 3 clusters
  Score: Raw -2742195.809896 + Penalty 3267.443803 = -2738928.366093
  nChanged 661
		SP:Iteration 8Q (45678.140000 sec): 3 clusters
  Score: Raw -2742584.710992 + Penalty 3267.443803 = -2739317.267189
  nChanged 466
		SP:Iteration 9Q (45678.480000 sec): 3 clusters
  Score: Raw -2742839.573181 + Penalty 3267.443803 = -2739572.129378
  nChanged 393
		SP:Iteration 10Q (45678.760000 sec): 3 clusters
  Score: Raw -2743045.014342 + Penalty 3267.443803 = -2739777.570539
  nChanged 317
		SP:Iteration 11Q (45679.060000 sec): 3 clusters
  Score: Raw -2743196.261643 + Penalty 3267.443803 = -2739928.817840
  nChanged 293
		SP:Iteration 12Q (45679.320000 sec): 3 clusters
  Score: Raw -2743347.266269 + Penalty 3267.443803 = -2740079.822466
  nChanged 273
		SP:Iteration 13Q (45679.580000 sec): 3 clusters
  Score: Raw -2743484.622584 + Penalty 3267.443803 = -2740217.178781
  nChanged 256
		SP:Iteration 14Q (45679.890000 sec): 3 clusters
  Score: Raw -2743620.415785 + Penalty 3267.443803 = -2740352.971982
  nChanged 226
		SP:Iteration 15Q (45680.160000 sec): 3 clusters
  Score: Raw -2743727.844742 + Penalty 3267.443803 = -2740460.400939
  nChanged 181
		SP:Iteration 16Q (45680.430000 sec): 3 clusters
  Score: Raw -2743808.418007 + Penalty 3267.443803 = -2740540.974205
  nChanged 141
		SP:Iteration 17Q (45680.730000 sec): 3 clusters
  Score: Raw -2743872.699716 + Penalty 3267.443803 = -2740605.255914
  nChanged 136
		SP:Iteration 18Q (45680.990000 sec): 3 clusters
  Score: Raw -2743940.479129 + Penalty 3267.443803 = -2740673.035326
  nChanged 120
		SP:Iteration 19Q (45681.240000 sec): 3 clusters
  Score: Raw -2743995.281700 + Penalty 3267.443803 = -2740727.837898
  nChanged 124
		SP:Iteration 20F (45681.530000 sec): 3 clusters
  Score: Raw -2744056.948045 + Penalty 3267.443803 = -2740789.504243
  nChanged 101
		SP:Iteration 21Q (45681.770000 sec): 3 clusters
  Score: Raw -2744111.808811 + Penalty 3267.443803 = -2740844.365008
  nChanged 111
		SP:Iteration 22Q (45681.980000 sec): 3 clusters
  Score: Raw -2744172.045035 + Penalty 3267.443803 = -2740904.601232
  nChanged 84
		SP:Iteration 23Q (45682.290000 sec): 3 clusters
  Score: Raw -2744210.781305 + Penalty 3267.443803 = -2740943.337502
  nChanged 61
		SP:Iteration 24Q (45682.520000 sec): 3 clusters
  Score: Raw -2744238.449998 + Penalty 3267.443803 = -2740971.006195
  nChanged 47
		SP:Iteration 25Q (45682.780000 sec): 3 clusters
  Score: Raw -2744254.526541 + Penalty 3267.443803 = -2740987.082738
  nChanged 38
		SP:Iteration 26Q (45683.010000 sec): 3 clusters
  Score: Raw -2744265.921325 + Penalty 3267.443803 = -2740998.477523
  nChanged 26
		SP:Iteration 27Q (45683.260000 sec): 3 clusters
  Score: Raw -2744272.574095 + Penalty 3267.443803 = -2741005.130292
  nChanged 20
		SP:Iteration 28Q (45683.530000 sec): 3 clusters
  Score: Raw -2744277.972140 + Penalty 3267.443803 = -2741010.528338
  nChanged 15
		SP:Iteration 29Q (45683.780000 sec): 3 clusters
  Score: Raw -2744281.432197 + Penalty 3267.443803 = -2741013.988394
  nChanged 11
		SP:Iteration 30Q (45684.090000 sec): 3 clusters
  Score: Raw -2744284.682901 + Penalty 3267.443803 = -2741017.239098
  nChanged 14
		SP:Iteration 31Q (45684.350000 sec): 3 clusters
  Score: Raw -2744290.799660 + Penalty 3267.443803 = -2741023.355857
  nChanged 23
		SP:Iteration 32Q (45684.560000 sec): 3 clusters
  Score: Raw -2744298.373411 + Penalty 3267.443803 = -2741030.929608
  nChanged 22
		SP:Iteration 33Q (45684.880000 sec): 3 clusters
  Score: Raw -2744303.534174 + Penalty 3267.443803 = -2741036.090372
  nChanged 15
		SP:Iteration 34Q (45685.120000 sec): 3 clusters
  Score: Raw -2744308.834616 + Penalty 3267.443803 = -2741041.390813
  nChanged 14
		SP:Iteration 35Q (45685.360000 sec): 3 clusters
  Score: Raw -2744314.193032 + Penalty 3267.443803 = -2741046.749229
  nChanged 14
		SP:Iteration 36Q (45685.640000 sec): 3 clusters
  Score: Raw -2744317.476480 + Penalty 3267.443803 = -2741050.032678
  nChanged 9
		SP:Iteration 37Q (45685.900000 sec): 3 clusters
  Score: Raw -2744318.649258 + Penalty 3267.443803 = -2741051.205455
  nChanged 2
		SP:Iteration 38Q (45686.180000 sec): 3 clusters
  Score: Raw -2744318.977468 + Penalty 3267.443803 = -2741051.533666
  nChanged 0
		SP:Iteration 39F (45686.480000 sec): 3 clusters
  Score: Raw -2744318.977468 + Penalty 3267.443803 = -2741051.533666
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (361764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45688.220000 sec): 2 clusters
  Score: Raw -43992136.266631 + Penalty 2079.796443 = -43990056.470187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45690.000000 sec): 3 clusters
  Score: Raw -43749188.750798 + Penalty 4159.592887 = -43745029.157911
  nChanged 176768
		SP:Iteration 1F (45691.780000 sec): 3 clusters
  Score: Raw -43856573.245806 + Penalty 4159.592887 = -43852413.652919
  nChanged 9493
		SP:Iteration 2Q (45693.500000 sec): 3 clusters
  Score: Raw -43858819.750595 + Penalty 4159.592887 = -43854660.157708
  nChanged 11237
		SP:Iteration 3Q (45695.260000 sec): 3 clusters
  Score: Raw -43862290.363253 + Penalty 4159.592887 = -43858130.770366
  nChanged 13589
		SP:Iteration 4Q (45697.090000 sec): 3 clusters
  Score: Raw -43867702.016443 + Penalty 4159.592887 = -43863542.423556
  nChanged 16078
		SP:Iteration 5Q (45698.880000 sec): 3 clusters
  Score: Raw -43875793.948075 + Penalty 4159.592887 = -43871634.355188
  nChanged 18934
		SP:Iteration 6F (45700.700000 sec): 3 clusters
  Score: Raw -43887090.050432 + Penalty 4159.592887 = -43882930.457545
  nChanged 20833
		SP:Iteration 7F (45702.640000 sec): 3 clusters
  Score: Raw -43900537.994465 + Penalty 4159.592887 = -43896378.401578
  nChanged 20948
		SP:Iteration 8F (45704.780000 sec): 3 clusters
  Score: Raw -43913730.869802 + Penalty 4159.592887 = -43909571.276915
  nChanged 19061
		SP:Iteration 9F (45706.620000 sec): 3 clusters
  Score: Raw -43924825.174503 + Penalty 4159.592887 = -43920665.581616
  nChanged 16222
		SP:Iteration 10Q (45708.320000 sec): 3 clusters
  Score: Raw -43933302.726770 + Penalty 4159.592887 = -43929143.133883
  nChanged 13289
		SP:Iteration 11Q (45709.970000 sec): 3 clusters
  Score: Raw -43939614.715184 + Penalty 4159.592887 = -43935455.122297
  nChanged 10905
		SP:Iteration 12Q (45711.790000 sec): 3 clusters
  Score: Raw -43944576.383227 + Penalty 4159.592887 = -43940416.790340
  nChanged 9668
		SP:Iteration 13Q (45713.560000 sec): 3 clusters
  Score: Raw -43949014.539071 + Penalty 4159.592887 = -43944854.946184
  nChanged 8777
		SP:Iteration 14Q (45715.160000 sec): 3 clusters
  Score: Raw -43953193.887533 + Penalty 4159.592887 = -43949034.294646
  nChanged 8308
		SP:Iteration 15Q (45716.700000 sec): 3 clusters
  Score: Raw -43957451.021122 + Penalty 4159.592887 = -43953291.428235
  nChanged 8096
		SP:Iteration 16Q (45718.350000 sec): 3 clusters
  Score: Raw -43961844.206315 + Penalty 4159.592887 = -43957684.613428
  nChanged 7693
		SP:Iteration 17Q (45720.070000 sec): 3 clusters
  Score: Raw -43966269.811998 + Penalty 4159.592887 = -43962110.219111
  nChanged 7121
		SP:Iteration 18Q (45721.650000 sec): 3 clusters
  Score: Raw -43970667.329100 + Penalty 4159.592887 = -43966507.736213
  nChanged 6639
		SP:Iteration 19Q (45723.120000 sec): 3 clusters
  Score: Raw -43975113.118317 + Penalty 4159.592887 = -43970953.525430
  nChanged 5680
		SP:Iteration 20F (45724.820000 sec): 3 clusters
  Score: Raw -43979077.373635 + Penalty 4159.592887 = -43974917.780748
  nChanged 4801
		SP:Iteration 21Q (45726.390000 sec): 3 clusters
  Score: Raw -43982569.887460 + Penalty 4159.592887 = -43978410.294573
  nChanged 3965
		SP:Iteration 22Q (45728.060000 sec): 3 clusters
  Score: Raw -43985551.142237 + Penalty 4159.592887 = -43981391.549350
  nChanged 3118
		SP:Iteration 23Q (45729.690000 sec): 3 clusters
  Score: Raw -43987938.204070 + Penalty 4159.592887 = -43983778.611183
  nChanged 2299
		SP:Iteration 24Q (45731.250000 sec): 3 clusters
  Score: Raw -43989649.864127 + Penalty 4159.592887 = -43985490.271240
  nChanged 1519
		SP:Iteration 25Q (45732.690000 sec): 3 clusters
  Score: Raw -43990748.408873 + Penalty 4159.592887 = -43986588.815986
  nChanged 936
		SP:Iteration 26Q (45734.140000 sec): 3 clusters
  Score: Raw -43991438.442713 + Penalty 4159.592887 = -43987278.849826
  nChanged 503
		SP:Iteration 27Q (45735.570000 sec): 3 clusters
  Score: Raw -43991854.535354 + Penalty 4159.592887 = -43987694.942467
  nChanged 282
		SP:Iteration 28Q (45736.890000 sec): 3 clusters
  Score: Raw -43992095.894994 + Penalty 4159.592887 = -43987936.302107
  nChanged 151
		SP:Iteration 29Q (45738.260000 sec): 3 clusters
  Score: Raw -43992192.659874 + Penalty 4159.592887 = -43988033.066987
  nChanged 95
		SP:Iteration 30Q (45739.640000 sec): 3 clusters
  Score: Raw -43992266.327121 + Penalty 4159.592887 = -43988106.734234
  nChanged 63
		SP:Iteration 31Q (45741.250000 sec): 3 clusters
  Score: Raw -43992314.813917 + Penalty 4159.592887 = -43988155.221030
  nChanged 34
		SP:Iteration 32Q (45743.040000 sec): 3 clusters
  Score: Raw -43992338.038170 + Penalty 4159.592887 = -43988178.445283
  nChanged 27
		SP:Iteration 33Q (45744.760000 sec): 3 clusters
  Score: Raw -43992355.466530 + Penalty 4159.592887 = -43988195.873643
  nChanged 19
		SP:Iteration 34Q (45746.330000 sec): 3 clusters
  Score: Raw -43992367.348221 + Penalty 4159.592887 = -43988207.755334
  nChanged 11
		SP:Iteration 35Q (45748.000000 sec): 3 clusters
  Score: Raw -43992376.010645 + Penalty 4159.592887 = -43988216.417758
  nChanged 12
		SP:Iteration 36Q (45749.490000 sec): 3 clusters
  Score: Raw -43992384.571538 + Penalty 4159.592887 = -43988224.978651
  nChanged 10
		SP:Iteration 37Q (45750.940000 sec): 3 clusters
  Score: Raw -43992388.878233 + Penalty 4159.592887 = -43988229.285346
  nChanged 12
		SP:Iteration 38Q (45752.450000 sec): 3 clusters
  Score: Raw -43992395.434193 + Penalty 4159.592887 = -43988235.841306
  nChanged 10
		SP:Iteration 39Q (45753.880000 sec): 3 clusters
  Score: Raw -43992402.699862 + Penalty 4159.592887 = -43988243.106975
  nChanged 7
		SP:Iteration 40F (45755.510000 sec): 3 clusters
  Score: Raw -43992407.755944 + Penalty 4159.592887 = -43988248.163057
  nChanged 5
		SP:Iteration 41Q (45756.980000 sec): 3 clusters
  Score: Raw -43992410.588608 + Penalty 4159.592887 = -43988250.995721
  nChanged 1
		SP:Iteration 42Q (45758.560000 sec): 3 clusters
  Score: Raw -43992411.006492 + Penalty 4159.592887 = -43988251.413605
  nChanged 3
		SP:Iteration 43Q (45760.420000 sec): 3 clusters
  Score: Raw -43992412.415926 + Penalty 4159.592887 = -43988252.823039
  nChanged 4
		SP:Iteration 44Q (45762.050000 sec): 3 clusters
  Score: Raw -43992415.089436 + Penalty 4159.592887 = -43988255.496549
  nChanged 2
		SP:Iteration 45Q (45763.630000 sec): 3 clusters
  Score: Raw -43992415.870111 + Penalty 4159.592887 = -43988256.277224
  nChanged 0
		SP:Iteration 46F (45765.280000 sec): 3 clusters
  Score: Raw -43992415.870111 + Penalty 4159.592887 = -43988256.277224
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45765.610000 sec): 2 clusters
  Score: Raw -1638491.944469 + Penalty 1546.933086 = -1636945.011383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45765.840000 sec): 3 clusters
  Score: Raw -1630567.802841 + Penalty 3093.866172 = -1627473.936669
  nChanged 6015
		SP:Iteration 1F (45766.090000 sec): 3 clusters
  Score: Raw -1633736.436446 + Penalty 3093.866172 = -1630642.570274
  nChanged 750
		SP:Iteration 2F (45766.300000 sec): 3 clusters
  Score: Raw -1633997.484178 + Penalty 3093.866172 = -1630903.618006
  nChanged 625
		SP:Iteration 3Q (45766.560000 sec): 3 clusters
  Score: Raw -1634200.124406 + Penalty 3093.866172 = -1631106.258233
  nChanged 538
		SP:Iteration 4Q (45766.810000 sec): 3 clusters
  Score: Raw -1634377.610334 + Penalty 3093.866172 = -1631283.744161
  nChanged 542
		SP:Iteration 5Q (45767.010000 sec): 3 clusters
  Score: Raw -1634566.304347 + Penalty 3093.866172 = -1631472.438175
  nChanged 536
		SP:Iteration 6Q (45767.300000 sec): 3 clusters
  Score: Raw -1634781.144680 + Penalty 3093.866172 = -1631687.278508
  nChanged 591
		SP:Iteration 7Q (45767.480000 sec): 3 clusters
  Score: Raw -1635063.623535 + Penalty 3093.866172 = -1631969.757363
  nChanged 634
		SP:Iteration 8Q (45767.750000 sec): 3 clusters
  Score: Raw -1635405.914595 + Penalty 3093.866172 = -1632312.048422
  nChanged 738
		SP:Iteration 9F (45767.990000 sec): 3 clusters
  Score: Raw -1635851.277682 + Penalty 3093.866172 = -1632757.411510
  nChanged 748
		SP:Iteration 10F (45768.240000 sec): 3 clusters
  Score: Raw -1636345.141073 + Penalty 3093.866172 = -1633251.274901
  nChanged 765
		SP:Iteration 11F (45768.480000 sec): 3 clusters
  Score: Raw -1636923.882290 + Penalty 3093.866172 = -1633830.016118
  nChanged 660
		SP:Iteration 12Q (45768.750000 sec): 3 clusters
  Score: Raw -1637484.387627 + Penalty 3093.866172 = -1634390.521454
  nChanged 535
		SP:Iteration 13Q (45769.000000 sec): 3 clusters
  Score: Raw -1637968.232957 + Penalty 3093.866172 = -1634874.366784
  nChanged 340
		SP:Iteration 14Q (45769.250000 sec): 3 clusters
  Score: Raw -1638282.659674 + Penalty 3093.866172 = -1635188.793502
  nChanged 253
		SP:Iteration 15Q (45769.470000 sec): 3 clusters
  Score: Raw -1638500.064941 + Penalty 3093.866172 = -1635406.198769
  nChanged 177
		SP:Iteration 16Q (45769.710000 sec): 3 clusters
  Score: Raw -1638615.547479 + Penalty 3093.866172 = -1635521.681306
  nChanged 107
		SP:Iteration 17Q (45769.980000 sec): 3 clusters
  Score: Raw -1638667.449382 + Penalty 3093.866172 = -1635573.583210
  nChanged 75
		SP:Iteration 18Q (45770.190000 sec): 3 clusters
  Score: Raw -1638701.665847 + Penalty 3093.866172 = -1635607.799675
  nChanged 63
		SP:Iteration 19Q (45770.470000 sec): 3 clusters
  Score: Raw -1638730.266765 + Penalty 3093.866172 = -1635636.400593
  nChanged 46
		SP:Iteration 20F (45770.780000 sec): 3 clusters
  Score: Raw -1638746.892492 + Penalty 3093.866172 = -1635653.026320
  nChanged 31
		SP:Iteration 21Q (45771.010000 sec): 3 clusters
  Score: Raw -1638757.690707 + Penalty 3093.866172 = -1635663.824535
  nChanged 24
		SP:Iteration 22Q (45771.300000 sec): 3 clusters
  Score: Raw -1638765.116162 + Penalty 3093.866172 = -1635671.249989
  nChanged 17
		SP:Iteration 23Q (45771.560000 sec): 3 clusters
  Score: Raw -1638770.808746 + Penalty 3093.866172 = -1635676.942574
  nChanged 17
		SP:Iteration 24Q (45771.820000 sec): 3 clusters
  Score: Raw -1638777.865684 + Penalty 3093.866172 = -1635683.999511
  nChanged 17
		SP:Iteration 25Q (45772.080000 sec): 3 clusters
  Score: Raw -1638784.432218 + Penalty 3093.866172 = -1635690.566046
  nChanged 19
		SP:Iteration 26Q (45772.300000 sec): 3 clusters
  Score: Raw -1638791.524694 + Penalty 3093.866172 = -1635697.658522
  nChanged 17
		SP:Iteration 27Q (45772.580000 sec): 3 clusters
  Score: Raw -1638797.011554 + Penalty 3093.866172 = -1635703.145382
  nChanged 12
		SP:Iteration 28Q (45772.880000 sec): 3 clusters
  Score: Raw -1638800.493438 + Penalty 3093.866172 = -1635706.627266
  nChanged 6
		SP:Iteration 29Q (45773.080000 sec): 3 clusters
  Score: Raw -1638802.243268 + Penalty 3093.866172 = -1635708.377095
  nChanged 6
		SP:Iteration 30Q (45773.340000 sec): 3 clusters
  Score: Raw -1638804.825846 + Penalty 3093.866172 = -1635710.959674
  nChanged 12
		SP:Iteration 31Q (45773.590000 sec): 3 clusters
  Score: Raw -1638810.224531 + Penalty 3093.866172 = -1635716.358359
  nChanged 12
		SP:Iteration 32Q (45773.830000 sec): 3 clusters
  Score: Raw -1638815.967258 + Penalty 3093.866172 = -1635722.101086
  nChanged 13
		SP:Iteration 33Q (45774.080000 sec): 3 clusters
  Score: Raw -1638820.946324 + Penalty 3093.866172 = -1635727.080152
  nChanged 11
		SP:Iteration 34Q (45774.350000 sec): 3 clusters
  Score: Raw -1638825.290891 + Penalty 3093.866172 = -1635731.424719
  nChanged 15
		SP:Iteration 35Q (45774.590000 sec): 3 clusters
  Score: Raw -1638830.262723 + Penalty 3093.866172 = -1635736.396550
  nChanged 16
		SP:Iteration 36Q (45774.870000 sec): 3 clusters
  Score: Raw -1638837.373109 + Penalty 3093.866172 = -1635743.506936
  nChanged 15
		SP:Iteration 37Q (45775.100000 sec): 3 clusters
  Score: Raw -1638842.278890 + Penalty 3093.866172 = -1635748.412718
  nChanged 8
		SP:Iteration 38Q (45775.350000 sec): 3 clusters
  Score: Raw -1638844.495585 + Penalty 3093.866172 = -1635750.629413
  nChanged 5
		SP:Iteration 39Q (45775.600000 sec): 3 clusters
  Score: Raw -1638845.694737 + Penalty 3093.866172 = -1635751.828565
  nChanged 5
		SP:Iteration 40F (45775.900000 sec): 3 clusters
  Score: Raw -1638847.355028 + Penalty 3093.866172 = -1635753.488856
  nChanged 5
		SP:Iteration 41Q (45776.140000 sec): 3 clusters
  Score: Raw -1638849.219551 + Penalty 3093.866172 = -1635755.353379
  nChanged 1
		SP:Iteration 42Q (45776.400000 sec): 3 clusters
  Score: Raw -1638849.680418 + Penalty 3093.866172 = -1635755.814246
  nChanged 4
		SP:Iteration 43Q (45776.720000 sec): 3 clusters
  Score: Raw -1638851.106036 + Penalty 3093.866172 = -1635757.239864
  nChanged 3
		SP:Iteration 44Q (45776.960000 sec): 3 clusters
  Score: Raw -1638851.710134 + Penalty 3093.866172 = -1635757.843962
  nChanged 0
		SP:Iteration 45F (45777.210000 sec): 3 clusters
  Score: Raw -1638851.710134 + Penalty 3093.866172 = -1635757.843962
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (41500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45777.590000 sec): 2 clusters
  Score: Raw -4711520.959174 + Penalty 1727.935415 = -4709793.023760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45777.980000 sec): 3 clusters
  Score: Raw -4685309.301501 + Penalty 3455.870830 = -4681853.430671
  nChanged 19535
		SP:Iteration 1F (45778.440000 sec): 3 clusters
  Score: Raw -4696856.254310 + Penalty 3455.870830 = -4693400.383481
  nChanged 2079
		SP:Iteration 2F (45778.800000 sec): 3 clusters
  Score: Raw -4697725.374775 + Penalty 3455.870830 = -4694269.503945
  nChanged 2163
		SP:Iteration 3F (45779.210000 sec): 3 clusters
  Score: Raw -4698707.967992 + Penalty 3455.870830 = -4695252.097163
  nChanged 2202
		SP:Iteration 4F (45779.630000 sec): 3 clusters
  Score: Raw -4699678.282455 + Penalty 3455.870830 = -4696222.411625
  nChanged 2096
		SP:Iteration 5F (45780.070000 sec): 3 clusters
  Score: Raw -4700618.448831 + Penalty 3455.870830 = -4697162.578001
  nChanged 2037
		SP:Iteration 6Q (45780.580000 sec): 3 clusters
  Score: Raw -4701501.722964 + Penalty 3455.870830 = -4698045.852134
  nChanged 1864
		SP:Iteration 7Q (45780.970000 sec): 3 clusters
  Score: Raw -4702323.256640 + Penalty 3455.870830 = -4698867.385811
  nChanged 1744
		SP:Iteration 8Q (45781.360000 sec): 3 clusters
  Score: Raw -4703177.639124 + Penalty 3455.870830 = -4699721.768295
  nChanged 1738
		SP:Iteration 9Q (45781.750000 sec): 3 clusters
  Score: Raw -4704079.691230 + Penalty 3455.870830 = -4700623.820400
  nChanged 1714
		SP:Iteration 10Q (45782.080000 sec): 3 clusters
  Score: Raw -4704968.890429 + Penalty 3455.870830 = -4701513.019599
  nChanged 1597
		SP:Iteration 11Q (45782.510000 sec): 3 clusters
  Score: Raw -4705815.773826 + Penalty 3455.870830 = -4702359.902997
  nChanged 1437
		SP:Iteration 12Q (45782.910000 sec): 3 clusters
  Score: Raw -4706498.474993 + Penalty 3455.870830 = -4703042.604163
  nChanged 1133
		SP:Iteration 13Q (45783.360000 sec): 3 clusters
  Score: Raw -4706967.189865 + Penalty 3455.870830 = -4703511.319036
  nChanged 877
		SP:Iteration 14Q (45783.720000 sec): 3 clusters
  Score: Raw -4707275.388824 + Penalty 3455.870830 = -4703819.517994
  nChanged 697
		SP:Iteration 15Q (45784.100000 sec): 3 clusters
  Score: Raw -4707519.234437 + Penalty 3455.870830 = -4704063.363607
  nChanged 655
		SP:Iteration 16Q (45784.600000 sec): 3 clusters
  Score: Raw -4707721.530786 + Penalty 3455.870830 = -4704265.659957
  nChanged 591
		SP:Iteration 17Q (45785.000000 sec): 3 clusters
  Score: Raw -4707888.637938 + Penalty 3455.870830 = -4704432.767109
  nChanged 531
		SP:Iteration 18Q (45785.390000 sec): 3 clusters
  Score: Raw -4708024.645812 + Penalty 3455.870830 = -4704568.774983
  nChanged 478
		SP:Iteration 19Q (45785.800000 sec): 3 clusters
  Score: Raw -4708137.453237 + Penalty 3455.870830 = -4704681.582407
  nChanged 449
		SP:Iteration 20F (45786.210000 sec): 3 clusters
  Score: Raw -4708242.000342 + Penalty 3455.870830 = -4704786.129512
  nChanged 418
		SP:Iteration 21Q (45786.670000 sec): 3 clusters
  Score: Raw -4708338.538245 + Penalty 3455.870830 = -4704882.667416
  nChanged 396
		SP:Iteration 22Q (45787.040000 sec): 3 clusters
  Score: Raw -4708417.083512 + Penalty 3455.870830 = -4704961.212682
  nChanged 336
		SP:Iteration 23Q (45787.490000 sec): 3 clusters
  Score: Raw -4708477.416560 + Penalty 3455.870830 = -4705021.545730
  nChanged 284
		SP:Iteration 24Q (45787.860000 sec): 3 clusters
  Score: Raw -4708529.659675 + Penalty 3455.870830 = -4705073.788846
  nChanged 279
		SP:Iteration 25Q (45788.260000 sec): 3 clusters
  Score: Raw -4708574.779095 + Penalty 3455.870830 = -4705118.908265
  nChanged 279
		SP:Iteration 26Q (45788.620000 sec): 3 clusters
  Score: Raw -4708619.346350 + Penalty 3455.870830 = -4705163.475521
  nChanged 254
		SP:Iteration 27Q (45788.960000 sec): 3 clusters
  Score: Raw -4708657.544118 + Penalty 3455.870830 = -4705201.673288
  nChanged 259
		SP:Iteration 28Q (45789.370000 sec): 3 clusters
  Score: Raw -4708700.322651 + Penalty 3455.870830 = -4705244.451822
  nChanged 258
		SP:Iteration 29Q (45789.810000 sec): 3 clusters
  Score: Raw -4708740.024855 + Penalty 3455.870830 = -4705284.154026
  nChanged 252
		SP:Iteration 30Q (45790.200000 sec): 3 clusters
  Score: Raw -4708779.445637 + Penalty 3455.870830 = -4705323.574808
  nChanged 263
		SP:Iteration 31Q (45790.520000 sec): 3 clusters
  Score: Raw -4708817.142166 + Penalty 3455.870830 = -4705361.271337
  nChanged 224
		SP:Iteration 32Q (45790.980000 sec): 3 clusters
  Score: Raw -4708849.541274 + Penalty 3455.870830 = -4705393.670445
  nChanged 227
		SP:Iteration 33Q (45791.360000 sec): 3 clusters
  Score: Raw -4708881.150431 + Penalty 3455.870830 = -4705425.279601
  nChanged 217
		SP:Iteration 34Q (45791.730000 sec): 3 clusters
  Score: Raw -4708914.071670 + Penalty 3455.870830 = -4705458.200840
  nChanged 220
		SP:Iteration 35Q (45792.050000 sec): 3 clusters
  Score: Raw -4708943.464592 + Penalty 3455.870830 = -4705487.593763
  nChanged 199
		SP:Iteration 36Q (45792.430000 sec): 3 clusters
  Score: Raw -4708970.129210 + Penalty 3455.870830 = -4705514.258380
  nChanged 209
		SP:Iteration 37Q (45792.770000 sec): 3 clusters
  Score: Raw -4708997.327174 + Penalty 3455.870830 = -4705541.456345
  nChanged 184
		SP:Iteration 38Q (45793.110000 sec): 3 clusters
  Score: Raw -4709025.604159 + Penalty 3455.870830 = -4705569.733329
  nChanged 226
		SP:Iteration 39Q (45793.470000 sec): 3 clusters
  Score: Raw -4709061.435952 + Penalty 3455.870830 = -4705605.565123
  nChanged 248
		SP:Iteration 40F (45793.810000 sec): 3 clusters
  Score: Raw -4709099.600081 + Penalty 3455.870830 = -4705643.729251
  nChanged 233
		SP:Iteration 41Q (45794.150000 sec): 3 clusters
  Score: Raw -4709132.496138 + Penalty 3455.870830 = -4705676.625309
  nChanged 216
		SP:Iteration 42Q (45794.490000 sec): 3 clusters
  Score: Raw -4709162.494003 + Penalty 3455.870830 = -4705706.623173
  nChanged 216
		SP:Iteration 43Q (45794.870000 sec): 3 clusters
  Score: Raw -4709194.659700 + Penalty 3455.870830 = -4705738.788870
  nChanged 224
		SP:Iteration 44Q (45795.210000 sec): 3 clusters
  Score: Raw -4709232.120336 + Penalty 3455.870830 = -4705776.249507
  nChanged 248
		SP:Iteration 45Q (45795.580000 sec): 3 clusters
  Score: Raw -4709277.517425 + Penalty 3455.870830 = -4705821.646596
  nChanged 250
		SP:Iteration 46Q (45795.920000 sec): 3 clusters
  Score: Raw -4709319.572619 + Penalty 3455.870830 = -4705863.701790
  nChanged 246
		SP:Iteration 47Q (45796.310000 sec): 3 clusters
  Score: Raw -4709360.201512 + Penalty 3455.870830 = -4705904.330683
  nChanged 245
		SP:Iteration 48Q (45796.660000 sec): 3 clusters
  Score: Raw -4709397.464016 + Penalty 3455.870830 = -4705941.593186
  nChanged 241
		SP:Iteration 49Q (45796.970000 sec): 3 clusters
  Score: Raw -4709435.464902 + Penalty 3455.870830 = -4705979.594073
  nChanged 245
		SP:Iteration 50Q (45797.380000 sec): 3 clusters
  Score: Raw -4709472.982937 + Penalty 3455.870830 = -4706017.112108
  nChanged 214
		SP:Iteration 51Q (45797.750000 sec): 3 clusters
  Score: Raw -4709505.807018 + Penalty 3455.870830 = -4706049.936188
  nChanged 219
		SP:Iteration 52Q (45798.120000 sec): 3 clusters
  Score: Raw -4709539.668686 + Penalty 3455.870830 = -4706083.797856
  nChanged 223
		SP:Iteration 53Q (45798.510000 sec): 3 clusters
  Score: Raw -4709575.578429 + Penalty 3455.870830 = -4706119.707599
  nChanged 232
		SP:Iteration 54Q (45798.910000 sec): 3 clusters
  Score: Raw -4709612.927178 + Penalty 3455.870830 = -4706157.056348
  nChanged 215
		SP:Iteration 55Q (45799.280000 sec): 3 clusters
  Score: Raw -4709648.013489 + Penalty 3455.870830 = -4706192.142660
  nChanged 231
		SP:Iteration 56Q (45799.700000 sec): 3 clusters
  Score: Raw -4709686.733874 + Penalty 3455.870830 = -4706230.863044
  nChanged 248
		SP:Iteration 57Q (45800.100000 sec): 3 clusters
  Score: Raw -4709727.832849 + Penalty 3455.870830 = -4706271.962020
  nChanged 254
		SP:Iteration 58Q (45800.440000 sec): 3 clusters
  Score: Raw -4709768.052772 + Penalty 3455.870830 = -4706312.181942
  nChanged 243
		SP:Iteration 59Q (45800.800000 sec): 3 clusters
  Score: Raw -4709807.951501 + Penalty 3455.870830 = -4706352.080672
  nChanged 247
		SP:Iteration 60F (45801.200000 sec): 3 clusters
  Score: Raw -4709850.164698 + Penalty 3455.870830 = -4706394.293869
  nChanged 230
		SP:Iteration 61Q (45801.570000 sec): 3 clusters
  Score: Raw -4709891.204559 + Penalty 3455.870830 = -4706435.333730
  nChanged 243
		SP:Iteration 62Q (45801.950000 sec): 3 clusters
  Score: Raw -4709935.756353 + Penalty 3455.870830 = -4706479.885523
  nChanged 239
		SP:Iteration 63Q (45802.320000 sec): 3 clusters
  Score: Raw -4709984.518850 + Penalty 3455.870830 = -4706528.648021
  nChanged 255
		SP:Iteration 64Q (45802.690000 sec): 3 clusters
  Score: Raw -4710038.995864 + Penalty 3455.870830 = -4706583.125034
  nChanged 266
		SP:Iteration 65Q (45803.060000 sec): 3 clusters
  Score: Raw -4710095.287357 + Penalty 3455.870830 = -4706639.416527
  nChanged 269
		SP:Iteration 66Q (45803.500000 sec): 3 clusters
  Score: Raw -4710155.138775 + Penalty 3455.870830 = -4706699.267946
  nChanged 286
		SP:Iteration 67Q (45803.870000 sec): 3 clusters
  Score: Raw -4710223.972280 + Penalty 3455.870830 = -4706768.101450
  nChanged 328
		SP:Iteration 68Q (45804.280000 sec): 3 clusters
  Score: Raw -4710315.235394 + Penalty 3455.870830 = -4706859.364564
  nChanged 344
		SP:Iteration 69Q (45804.620000 sec): 3 clusters
  Score: Raw -4710415.557623 + Penalty 3455.870830 = -4706959.686794
  nChanged 352
		SP:Iteration 70Q (45804.940000 sec): 3 clusters
  Score: Raw -4710532.386279 + Penalty 3455.870830 = -4707076.515450
  nChanged 393
		SP:Iteration 71Q (45805.350000 sec): 3 clusters
  Score: Raw -4710665.248690 + Penalty 3455.870830 = -4707209.377861
  nChanged 391
		SP:Iteration 72Q (45805.700000 sec): 3 clusters
  Score: Raw -4710799.174009 + Penalty 3455.870830 = -4707343.303179
  nChanged 381
		SP:Iteration 73Q (45806.100000 sec): 3 clusters
  Score: Raw -4710941.572644 + Penalty 3455.870830 = -4707485.701815
  nChanged 357
		SP:Iteration 74Q (45806.480000 sec): 3 clusters
  Score: Raw -4711090.630026 + Penalty 3455.870830 = -4707634.759197
  nChanged 338
		SP:Iteration 75Q (45806.940000 sec): 3 clusters
  Score: Raw -4711246.165976 + Penalty 3455.870830 = -4707790.295146
  nChanged 332
		SP:Iteration 76Q (45807.350000 sec): 3 clusters
  Score: Raw -4711392.593893 + Penalty 3455.870830 = -4707936.723063
  nChanged 311
		SP:Iteration 77Q (45807.700000 sec): 3 clusters
  Score: Raw -4711518.349130 + Penalty 3455.870830 = -4708062.478300
  nChanged 274
		SP:Iteration 78Q (45808.110000 sec): 3 clusters
  Score: Raw -4711611.412099 + Penalty 3455.870830 = -4708155.541269
  nChanged 239
		SP:Iteration 79Q (45808.520000 sec): 3 clusters
  Score: Raw -4711677.088686 + Penalty 3455.870830 = -4708221.217857
  nChanged 207
		SP:Iteration 80F (45808.910000 sec): 3 clusters
  Score: Raw -4711734.406868 + Penalty 3455.870830 = -4708278.536039
  nChanged 201
		SP:Iteration 81Q (45809.260000 sec): 3 clusters
  Score: Raw -4711791.801272 + Penalty 3455.870830 = -4708335.930443
  nChanged 184
		SP:Iteration 82Q (45809.660000 sec): 3 clusters
  Score: Raw -4711843.771675 + Penalty 3455.870830 = -4708387.900845
  nChanged 155
		SP:Iteration 83Q (45810.020000 sec): 3 clusters
  Score: Raw -4711895.207571 + Penalty 3455.870830 = -4708439.336742
  nChanged 164
		SP:Iteration 84Q (45810.450000 sec): 3 clusters
  Score: Raw -4711945.221293 + Penalty 3455.870830 = -4708489.350463
  nChanged 146
		SP:Iteration 85Q (45810.870000 sec): 3 clusters
  Score: Raw -4711988.413791 + Penalty 3455.870830 = -4708532.542962
  nChanged 117
		SP:Iteration 86Q (45811.230000 sec): 3 clusters
  Score: Raw -4712023.110558 + Penalty 3455.870830 = -4708567.239728
  nChanged 108
		SP:Iteration 87Q (45811.670000 sec): 3 clusters
  Score: Raw -4712054.804242 + Penalty 3455.870830 = -4708598.933412
  nChanged 108
		SP:Iteration 88Q (45812.070000 sec): 3 clusters
  Score: Raw -4712089.330764 + Penalty 3455.870830 = -4708633.459934
  nChanged 99
		SP:Iteration 89Q (45812.440000 sec): 3 clusters
  Score: Raw -4712116.818063 + Penalty 3455.870830 = -4708660.947233
  nChanged 86
		SP:Iteration 90Q (45812.780000 sec): 3 clusters
  Score: Raw -4712141.328246 + Penalty 3455.870830 = -4708685.457416
  nChanged 89
		SP:Iteration 91Q (45813.180000 sec): 3 clusters
  Score: Raw -4712165.834942 + Penalty 3455.870830 = -4708709.964112
  nChanged 69
		SP:Iteration 92Q (45813.540000 sec): 3 clusters
  Score: Raw -4712184.767569 + Penalty 3455.870830 = -4708728.896740
  nChanged 74
		SP:Iteration 93Q (45813.950000 sec): 3 clusters
  Score: Raw -4712205.781157 + Penalty 3455.870830 = -4708749.910327
  nChanged 47
		SP:Iteration 94Q (45814.320000 sec): 3 clusters
  Score: Raw -4712218.139614 + Penalty 3455.870830 = -4708762.268785
  nChanged 46
		SP:Iteration 95Q (45814.660000 sec): 3 clusters
  Score: Raw -4712231.114997 + Penalty 3455.870830 = -4708775.244168
  nChanged 39
		SP:Iteration 96Q (45815.020000 sec): 3 clusters
  Score: Raw -4712241.450690 + Penalty 3455.870830 = -4708785.579861
  nChanged 42
		SP:Iteration 97Q (45815.360000 sec): 3 clusters
  Score: Raw -4712251.348244 + Penalty 3455.870830 = -4708795.477415
  nChanged 35
		SP:Iteration 98Q (45815.660000 sec): 3 clusters
  Score: Raw -4712260.058625 + Penalty 3455.870830 = -4708804.187796
  nChanged 27
		SP:Iteration 99Q (45816.020000 sec): 3 clusters
  Score: Raw -4712266.690797 + Penalty 3455.870830 = -4708810.819967
  nChanged 33
		SP:Iteration 100F (45816.330000 sec): 3 clusters
  Score: Raw -4712275.577178 + Penalty 3455.870830 = -4708819.706348
  nChanged 27
		SP:Iteration 101Q (45816.640000 sec): 3 clusters
  Score: Raw -4712282.754273 + Penalty 3455.870830 = -4708826.883443
  nChanged 28
		SP:Iteration 102Q (45817.020000 sec): 3 clusters
  Score: Raw -4712288.193393 + Penalty 3455.870830 = -4708832.322563
  nChanged 23
		SP:Iteration 103Q (45817.330000 sec): 3 clusters
  Score: Raw -4712292.152351 + Penalty 3455.870830 = -4708836.281521
  nChanged 22
		SP:Iteration 104Q (45817.690000 sec): 3 clusters
  Score: Raw -4712296.917540 + Penalty 3455.870830 = -4708841.046711
  nChanged 18
		SP:Iteration 105Q (45818.030000 sec): 3 clusters
  Score: Raw -4712300.741836 + Penalty 3455.870830 = -4708844.871006
  nChanged 16
		SP:Iteration 106Q (45818.390000 sec): 3 clusters
  Score: Raw -4712303.945005 + Penalty 3455.870830 = -4708848.074176
  nChanged 17
		SP:Iteration 107Q (45818.800000 sec): 3 clusters
  Score: Raw -4712307.194747 + Penalty 3455.870830 = -4708851.323917
  nChanged 18
		SP:Iteration 108Q (45819.160000 sec): 3 clusters
  Score: Raw -4712310.943694 + Penalty 3455.870830 = -4708855.072864
  nChanged 9
		SP:Iteration 109Q (45819.510000 sec): 3 clusters
  Score: Raw -4712312.588368 + Penalty 3455.870830 = -4708856.717539
  nChanged 10
		SP:Iteration 110Q (45819.850000 sec): 3 clusters
  Score: Raw -4712313.785480 + Penalty 3455.870830 = -4708857.914651
  nChanged 5
		SP:Iteration 111Q (45820.210000 sec): 3 clusters
  Score: Raw -4712314.834699 + Penalty 3455.870830 = -4708858.963869
  nChanged 10
		SP:Iteration 112Q (45820.570000 sec): 3 clusters
  Score: Raw -4712316.973257 + Penalty 3455.870830 = -4708861.102428
  nChanged 6
		SP:Iteration 113Q (45821.000000 sec): 3 clusters
  Score: Raw -4712317.876495 + Penalty 3455.870830 = -4708862.005665
  nChanged 4
		SP:Iteration 114Q (45821.360000 sec): 3 clusters
  Score: Raw -4712318.430027 + Penalty 3455.870830 = -4708862.559198
  nChanged 2
		SP:Iteration 115Q (45821.720000 sec): 3 clusters
  Score: Raw -4712318.679900 + Penalty 3455.870830 = -4708862.809070
  nChanged 3
		SP:Iteration 116Q (45822.130000 sec): 3 clusters
  Score: Raw -4712319.158588 + Penalty 3455.870830 = -4708863.287758
  nChanged 4
		SP:Iteration 117Q (45822.560000 sec): 3 clusters
  Score: Raw -4712319.695129 + Penalty 3455.870830 = -4708863.824299
  nChanged 1
		SP:Iteration 118Q (45822.940000 sec): 3 clusters
  Score: Raw -4712319.796782 + Penalty 3455.870830 = -4708863.925953
  nChanged 0
		SP:Iteration 119F (45823.340000 sec): 3 clusters
  Score: Raw -4712319.796782 + Penalty 3455.870830 = -4708863.925953
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (23228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45823.590000 sec): 2 clusters
  Score: Raw -2669926.382704 + Penalty 1633.630981 = -2668292.751723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45823.860000 sec): 3 clusters
  Score: Raw -2655901.108488 + Penalty 3267.261961 = -2652633.846527
  nChanged 10555
		SP:Iteration 1F (45824.140000 sec): 3 clusters
  Score: Raw -2661692.528043 + Penalty 3267.261961 = -2658425.266082
  nChanged 1138
		SP:Iteration 2Q (45824.500000 sec): 3 clusters
  Score: Raw -2662127.523269 + Penalty 3267.261961 = -2658860.261308
  nChanged 1118
		SP:Iteration 3Q (45824.800000 sec): 3 clusters
  Score: Raw -2662638.863147 + Penalty 3267.261961 = -2659371.601185
  nChanged 1164
		SP:Iteration 4F (45825.090000 sec): 3 clusters
  Score: Raw -2663228.494465 + Penalty 3267.261961 = -2659961.232504
  nChanged 1249
		SP:Iteration 5F (45825.420000 sec): 3 clusters
  Score: Raw -2663973.710520 + Penalty 3267.261961 = -2660706.448559
  nChanged 1253
		SP:Iteration 6F (45825.760000 sec): 3 clusters
  Score: Raw -2664888.711776 + Penalty 3267.261961 = -2661621.449815
  nChanged 1300
		SP:Iteration 7F (45826.050000 sec): 3 clusters
  Score: Raw -2665844.217299 + Penalty 3267.261961 = -2662576.955338
  nChanged 1249
		SP:Iteration 8F (45826.390000 sec): 3 clusters
  Score: Raw -2666862.801507 + Penalty 3267.261961 = -2663595.539546
  nChanged 1194
		SP:Iteration 9F (45826.680000 sec): 3 clusters
  Score: Raw -2667796.637662 + Penalty 3267.261961 = -2664529.375701
  nChanged 955
		SP:Iteration 10Q (45827.020000 sec): 3 clusters
  Score: Raw -2668439.095747 + Penalty 3267.261961 = -2665171.833786
  nChanged 794
		SP:Iteration 11Q (45827.350000 sec): 3 clusters
  Score: Raw -2668954.924351 + Penalty 3267.261961 = -2665687.662390
  nChanged 630
		SP:Iteration 12Q (45827.660000 sec): 3 clusters
  Score: Raw -2669359.312294 + Penalty 3267.261961 = -2666092.050333
  nChanged 545
		SP:Iteration 13Q (45827.940000 sec): 3 clusters
  Score: Raw -2669683.323046 + Penalty 3267.261961 = -2666416.061085
  nChanged 438
		SP:Iteration 14Q (45828.280000 sec): 3 clusters
  Score: Raw -2669941.547416 + Penalty 3267.261961 = -2666674.285454
  nChanged 352
		SP:Iteration 15Q (45828.560000 sec): 3 clusters
  Score: Raw -2670116.604562 + Penalty 3267.261961 = -2666849.342601
  nChanged 315
		SP:Iteration 16Q (45828.920000 sec): 3 clusters
  Score: Raw -2670254.423922 + Penalty 3267.261961 = -2666987.161961
  nChanged 250
		SP:Iteration 17Q (45829.200000 sec): 3 clusters
  Score: Raw -2670339.617020 + Penalty 3267.261961 = -2667072.355059
  nChanged 184
		SP:Iteration 18Q (45829.480000 sec): 3 clusters
  Score: Raw -2670397.532485 + Penalty 3267.261961 = -2667130.270524
  nChanged 140
		SP:Iteration 19Q (45829.840000 sec): 3 clusters
  Score: Raw -2670435.161281 + Penalty 3267.261961 = -2667167.899320
  nChanged 123
		SP:Iteration 20F (45830.120000 sec): 3 clusters
  Score: Raw -2670461.570825 + Penalty 3267.261961 = -2667194.308864
  nChanged 85
		SP:Iteration 21Q (45830.430000 sec): 3 clusters
  Score: Raw -2670476.140203 + Penalty 3267.261961 = -2667208.878242
  nChanged 78
		SP:Iteration 22Q (45830.710000 sec): 3 clusters
  Score: Raw -2670489.510493 + Penalty 3267.261961 = -2667222.248532
  nChanged 71
		SP:Iteration 23Q (45830.990000 sec): 3 clusters
  Score: Raw -2670500.934069 + Penalty 3267.261961 = -2667233.672108
  nChanged 56
		SP:Iteration 24Q (45831.320000 sec): 3 clusters
  Score: Raw -2670507.392412 + Penalty 3267.261961 = -2667240.130451
  nChanged 39
		SP:Iteration 25Q (45831.590000 sec): 3 clusters
  Score: Raw -2670511.641622 + Penalty 3267.261961 = -2667244.379661
  nChanged 37
		SP:Iteration 26Q (45831.920000 sec): 3 clusters
  Score: Raw -2670515.749977 + Penalty 3267.261961 = -2667248.488016
  nChanged 19
		SP:Iteration 27Q (45832.180000 sec): 3 clusters
  Score: Raw -2670517.604440 + Penalty 3267.261961 = -2667250.342479
  nChanged 21
		SP:Iteration 28Q (45832.460000 sec): 3 clusters
  Score: Raw -2670519.915664 + Penalty 3267.261961 = -2667252.653703
  nChanged 19
		SP:Iteration 29Q (45832.730000 sec): 3 clusters
  Score: Raw -2670522.181713 + Penalty 3267.261961 = -2667254.919752
  nChanged 17
		SP:Iteration 30Q (45832.990000 sec): 3 clusters
  Score: Raw -2670523.622712 + Penalty 3267.261961 = -2667256.360751
  nChanged 13
		SP:Iteration 31Q (45833.250000 sec): 3 clusters
  Score: Raw -2670524.430076 + Penalty 3267.261961 = -2667257.168115
  nChanged 7
		SP:Iteration 32Q (45833.520000 sec): 3 clusters
  Score: Raw -2670524.895125 + Penalty 3267.261961 = -2667257.633164
  nChanged 4
		SP:Iteration 33Q (45833.780000 sec): 3 clusters
  Score: Raw -2670525.200990 + Penalty 3267.261961 = -2667257.939028
  nChanged 8
		SP:Iteration 34Q (45834.030000 sec): 3 clusters
  Score: Raw -2670525.966990 + Penalty 3267.261961 = -2667258.705029
  nChanged 7
		SP:Iteration 35Q (45834.280000 sec): 3 clusters
  Score: Raw -2670526.497656 + Penalty 3267.261961 = -2667259.235695
  nChanged 1
		SP:Iteration 36Q (45834.560000 sec): 3 clusters
  Score: Raw -2670526.556942 + Penalty 3267.261961 = -2667259.294981
  nChanged 0
		SP:Iteration 37F (45834.850000 sec): 3 clusters
  Score: Raw -2670526.556942 + Penalty 3267.261961 = -2667259.294981
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (62002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45835.230000 sec): 2 clusters
  Score: Raw -7259704.908716 + Penalty 1793.174812 = -7257911.733904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45835.720000 sec): 3 clusters
  Score: Raw -7219907.480585 + Penalty 3586.349625 = -7216321.130960
  nChanged 29391
		SP:Iteration 1F (45836.210000 sec): 3 clusters
  Score: Raw -7237152.488391 + Penalty 3586.349625 = -7233566.138766
  nChanged 2585
		SP:Iteration 2Q (45836.700000 sec): 3 clusters
  Score: Raw -7238091.827807 + Penalty 3586.349625 = -7234505.478182
  nChanged 3101
		SP:Iteration 3F (45837.200000 sec): 3 clusters
  Score: Raw -7239513.251012 + Penalty 3586.349625 = -7235926.901388
  nChanged 3873
		SP:Iteration 4F (45837.760000 sec): 3 clusters
  Score: Raw -7241689.969546 + Penalty 3586.349625 = -7238103.619922
  nChanged 4599
		SP:Iteration 5F (45838.320000 sec): 3 clusters
  Score: Raw -7244873.430216 + Penalty 3586.349625 = -7241287.080591
  nChanged 4989
		SP:Iteration 6F (45838.820000 sec): 3 clusters
  Score: Raw -7248907.942994 + Penalty 3586.349625 = -7245321.593369
  nChanged 4514
		SP:Iteration 7F (45839.320000 sec): 3 clusters
  Score: Raw -7252954.922899 + Penalty 3586.349625 = -7249368.573275
  nChanged 3318
		SP:Iteration 8F (45839.890000 sec): 3 clusters
  Score: Raw -7256198.253477 + Penalty 3586.349625 = -7252611.903852
  nChanged 1999
		SP:Iteration 9Q (45840.420000 sec): 3 clusters
  Score: Raw -7258673.643160 + Penalty 3586.349625 = -7255087.293536
  nChanged 896
		SP:Iteration 10Q (45840.910000 sec): 3 clusters
  Score: Raw -7259607.626786 + Penalty 3586.349625 = -7256021.277161
  nChanged 478
		SP:Iteration 11Q (45841.360000 sec): 3 clusters
  Score: Raw -7259900.618340 + Penalty 3586.349625 = -7256314.268716
  nChanged 325
		SP:Iteration 12Q (45841.860000 sec): 3 clusters
  Score: Raw -7260047.518033 + Penalty 3586.349625 = -7256461.168408
  nChanged 219
		SP:Iteration 13Q (45842.340000 sec): 3 clusters
  Score: Raw -7260128.017914 + Penalty 3586.349625 = -7256541.668289
  nChanged 158
		SP:Iteration 14Q (45842.840000 sec): 3 clusters
  Score: Raw -7260176.851915 + Penalty 3586.349625 = -7256590.502290
  nChanged 129
		SP:Iteration 15Q (45843.390000 sec): 3 clusters
  Score: Raw -7260218.976392 + Penalty 3586.349625 = -7256632.626767
  nChanged 118
		SP:Iteration 16Q (45843.880000 sec): 3 clusters
  Score: Raw -7260259.811594 + Penalty 3586.349625 = -7256673.461970
  nChanged 111
		SP:Iteration 17Q (45844.410000 sec): 3 clusters
  Score: Raw -7260294.690896 + Penalty 3586.349625 = -7256708.341272
  nChanged 103
		SP:Iteration 18Q (45844.900000 sec): 3 clusters
  Score: Raw -7260330.918990 + Penalty 3586.349625 = -7256744.569366
  nChanged 83
		SP:Iteration 19Q (45845.410000 sec): 3 clusters
  Score: Raw -7260356.045783 + Penalty 3586.349625 = -7256769.696159
  nChanged 61
		SP:Iteration 20F (45845.860000 sec): 3 clusters
  Score: Raw -7260372.368967 + Penalty 3586.349625 = -7256786.019343
  nChanged 47
		SP:Iteration 21Q (45846.350000 sec): 3 clusters
  Score: Raw -7260383.811441 + Penalty 3586.349625 = -7256797.461816
  nChanged 41
		SP:Iteration 22Q (45846.780000 sec): 3 clusters
  Score: Raw -7260393.604762 + Penalty 3586.349625 = -7256807.255138
  nChanged 29
		SP:Iteration 23Q (45847.280000 sec): 3 clusters
  Score: Raw -7260399.618205 + Penalty 3586.349625 = -7256813.268581
  nChanged 20
		SP:Iteration 24Q (45847.760000 sec): 3 clusters
  Score: Raw -7260403.265262 + Penalty 3586.349625 = -7256816.915637
  nChanged 12
		SP:Iteration 25Q (45848.160000 sec): 3 clusters
  Score: Raw -7260405.218113 + Penalty 3586.349625 = -7256818.868489
  nChanged 5
		SP:Iteration 26Q (45848.660000 sec): 3 clusters
  Score: Raw -7260406.312217 + Penalty 3586.349625 = -7256819.962592
  nChanged 10
		SP:Iteration 27Q (45849.060000 sec): 3 clusters
  Score: Raw -7260408.792455 + Penalty 3586.349625 = -7256822.442830
  nChanged 11
		SP:Iteration 28Q (45849.510000 sec): 3 clusters
  Score: Raw -7260411.059375 + Penalty 3586.349625 = -7256824.709750
  nChanged 13
		SP:Iteration 29Q (45849.960000 sec): 3 clusters
  Score: Raw -7260413.794615 + Penalty 3586.349625 = -7256827.444990
  nChanged 8
		SP:Iteration 30Q (45850.460000 sec): 3 clusters
  Score: Raw -7260415.842753 + Penalty 3586.349625 = -7256829.493128
  nChanged 12
		SP:Iteration 31Q (45850.890000 sec): 3 clusters
  Score: Raw -7260418.338975 + Penalty 3586.349625 = -7256831.989350
  nChanged 10
		SP:Iteration 32Q (45851.340000 sec): 3 clusters
  Score: Raw -7260420.146167 + Penalty 3586.349625 = -7256833.796542
  nChanged 3
		SP:Iteration 33Q (45851.790000 sec): 3 clusters
  Score: Raw -7260420.540757 + Penalty 3586.349625 = -7256834.191133
  nChanged 4
		SP:Iteration 34Q (45852.210000 sec): 3 clusters
  Score: Raw -7260421.677421 + Penalty 3586.349625 = -7256835.327796
  nChanged 6
		SP:Iteration 35Q (45852.660000 sec): 3 clusters
  Score: Raw -7260422.619721 + Penalty 3586.349625 = -7256836.270097
  nChanged 5
		SP:Iteration 36Q (45853.160000 sec): 3 clusters
  Score: Raw -7260423.393885 + Penalty 3586.349625 = -7256837.044260
  nChanged 5
		SP:Iteration 37Q (45853.670000 sec): 3 clusters
  Score: Raw -7260424.210396 + Penalty 3586.349625 = -7256837.860771
  nChanged 3
		SP:Iteration 38Q (45854.110000 sec): 3 clusters
  Score: Raw -7260424.782928 + Penalty 3586.349625 = -7256838.433304
  nChanged 2
		SP:Iteration 39Q (45854.570000 sec): 3 clusters
  Score: Raw -7260425.121393 + Penalty 3586.349625 = -7256838.771769
  nChanged 1
		SP:Iteration 40F (45855.070000 sec): 3 clusters
  Score: Raw -7260425.314947 + Penalty 3586.349625 = -7256838.965323
  nChanged 2
		SP:Iteration 41Q (45855.550000 sec): 3 clusters
  Score: Raw -7260425.614304 + Penalty 3586.349625 = -7256839.264680
  nChanged 0
		SP:Iteration 42F (45856.020000 sec): 3 clusters
  Score: Raw -7260425.614304 + Penalty 3586.349625 = -7256839.264680
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (14183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45856.190000 sec): 2 clusters
  Score: Raw -1707398.661349 + Penalty 1553.467393 = -1705845.193956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45856.450000 sec): 3 clusters
  Score: Raw -1699102.289167 + Penalty 3106.934787 = -1695995.354380
  nChanged 6329
		SP:Iteration 1F (45856.730000 sec): 3 clusters
  Score: Raw -1702634.770318 + Penalty 3106.934787 = -1699527.835531
  nChanged 904
		SP:Iteration 2F (45856.970000 sec): 3 clusters
  Score: Raw -1703124.020800 + Penalty 3106.934787 = -1700017.086014
  nChanged 894
		SP:Iteration 3F (45857.170000 sec): 3 clusters
  Score: Raw -1703677.405246 + Penalty 3106.934787 = -1700570.470459
  nChanged 953
		SP:Iteration 4F (45857.430000 sec): 3 clusters
  Score: Raw -1704359.849918 + Penalty 3106.934787 = -1701252.915132
  nChanged 936
		SP:Iteration 5F (45857.700000 sec): 3 clusters
  Score: Raw -1704944.437250 + Penalty 3106.934787 = -1701837.502464
  nChanged 784
		SP:Iteration 6F (45857.910000 sec): 3 clusters
  Score: Raw -1705381.243461 + Penalty 3106.934787 = -1702274.308675
  nChanged 664
		SP:Iteration 7Q (45858.130000 sec): 3 clusters
  Score: Raw -1705670.475159 + Penalty 3106.934787 = -1702563.540373
  nChanged 495
		SP:Iteration 8Q (45858.410000 sec): 3 clusters
  Score: Raw -1705855.418048 + Penalty 3106.934787 = -1702748.483262
  nChanged 377
		SP:Iteration 9Q (45858.670000 sec): 3 clusters
  Score: Raw -1705964.568091 + Penalty 3106.934787 = -1702857.633305
  nChanged 285
		SP:Iteration 10Q (45858.970000 sec): 3 clusters
  Score: Raw -1706039.149994 + Penalty 3106.934787 = -1702932.215207
  nChanged 232
		SP:Iteration 11Q (45859.200000 sec): 3 clusters
  Score: Raw -1706092.408863 + Penalty 3106.934787 = -1702985.474076
  nChanged 196
		SP:Iteration 12Q (45859.470000 sec): 3 clusters
  Score: Raw -1706138.407956 + Penalty 3106.934787 = -1703031.473169
  nChanged 176
		SP:Iteration 13Q (45859.730000 sec): 3 clusters
  Score: Raw -1706180.467178 + Penalty 3106.934787 = -1703073.532391
  nChanged 159
		SP:Iteration 14Q (45859.940000 sec): 3 clusters
  Score: Raw -1706219.367840 + Penalty 3106.934787 = -1703112.433054
  nChanged 154
		SP:Iteration 15Q (45860.240000 sec): 3 clusters
  Score: Raw -1706248.550938 + Penalty 3106.934787 = -1703141.616151
  nChanged 123
		SP:Iteration 16Q (45860.520000 sec): 3 clusters
  Score: Raw -1706275.065086 + Penalty 3106.934787 = -1703168.130299
  nChanged 116
		SP:Iteration 17Q (45860.780000 sec): 3 clusters
  Score: Raw -1706298.243497 + Penalty 3106.934787 = -1703191.308710
  nChanged 110
		SP:Iteration 18Q (45860.990000 sec): 3 clusters
  Score: Raw -1706326.993582 + Penalty 3106.934787 = -1703220.058796
  nChanged 128
		SP:Iteration 19Q (45861.230000 sec): 3 clusters
  Score: Raw -1706358.659190 + Penalty 3106.934787 = -1703251.724404
  nChanged 144
		SP:Iteration 20F (45861.470000 sec): 3 clusters
  Score: Raw -1706403.957764 + Penalty 3106.934787 = -1703297.022977
  nChanged 167
		SP:Iteration 21Q (45861.680000 sec): 3 clusters
  Score: Raw -1706456.997283 + Penalty 3106.934787 = -1703350.062497
  nChanged 176
		SP:Iteration 22Q (45861.890000 sec): 3 clusters
  Score: Raw -1706519.056785 + Penalty 3106.934787 = -1703412.121999
  nChanged 203
		SP:Iteration 23Q (45862.120000 sec): 3 clusters
  Score: Raw -1706599.162150 + Penalty 3106.934787 = -1703492.227363
  nChanged 197
		SP:Iteration 24Q (45862.340000 sec): 3 clusters
  Score: Raw -1706669.465270 + Penalty 3106.934787 = -1703562.530484
  nChanged 189
		SP:Iteration 25Q (45862.600000 sec): 3 clusters
  Score: Raw -1706747.538820 + Penalty 3106.934787 = -1703640.604033
  nChanged 205
		SP:Iteration 26Q (45862.820000 sec): 3 clusters
  Score: Raw -1706834.399449 + Penalty 3106.934787 = -1703727.464663
  nChanged 192
		SP:Iteration 27Q (45863.040000 sec): 3 clusters
  Score: Raw -1706916.663724 + Penalty 3106.934787 = -1703809.728937
  nChanged 180
		SP:Iteration 28Q (45863.240000 sec): 3 clusters
  Score: Raw -1706987.447185 + Penalty 3106.934787 = -1703880.512398
  nChanged 136
		SP:Iteration 29Q (45863.470000 sec): 3 clusters
  Score: Raw -1707035.087880 + Penalty 3106.934787 = -1703928.153093
  nChanged 123
		SP:Iteration 30Q (45863.680000 sec): 3 clusters
  Score: Raw -1707070.447426 + Penalty 3106.934787 = -1703963.512639
  nChanged 100
		SP:Iteration 31Q (45863.900000 sec): 3 clusters
  Score: Raw -1707095.086329 + Penalty 3106.934787 = -1703988.151542
  nChanged 91
		SP:Iteration 32Q (45864.140000 sec): 3 clusters
  Score: Raw -1707112.010484 + Penalty 3106.934787 = -1704005.075697
  nChanged 53
		SP:Iteration 33Q (45864.400000 sec): 3 clusters
  Score: Raw -1707119.922358 + Penalty 3106.934787 = -1704012.987571
  nChanged 52
		SP:Iteration 34Q (45864.640000 sec): 3 clusters
  Score: Raw -1707128.317882 + Penalty 3106.934787 = -1704021.383095
  nChanged 49
		SP:Iteration 35Q (45864.880000 sec): 3 clusters
  Score: Raw -1707137.433631 + Penalty 3106.934787 = -1704030.498845
  nChanged 41
		SP:Iteration 36Q (45865.120000 sec): 3 clusters
  Score: Raw -1707142.859559 + Penalty 3106.934787 = -1704035.924772
  nChanged 42
		SP:Iteration 37Q (45865.410000 sec): 3 clusters
  Score: Raw -1707149.142422 + Penalty 3106.934787 = -1704042.207636
  nChanged 42
		SP:Iteration 38Q (45865.620000 sec): 3 clusters
  Score: Raw -1707156.459792 + Penalty 3106.934787 = -1704049.525006
  nChanged 48
		SP:Iteration 39Q (45865.880000 sec): 3 clusters
  Score: Raw -1707163.486702 + Penalty 3106.934787 = -1704056.551915
  nChanged 43
		SP:Iteration 40F (45866.130000 sec): 3 clusters
  Score: Raw -1707169.830976 + Penalty 3106.934787 = -1704062.896190
  nChanged 44
		SP:Iteration 41Q (45866.340000 sec): 3 clusters
  Score: Raw -1707176.725178 + Penalty 3106.934787 = -1704069.790391
  nChanged 49
		SP:Iteration 42Q (45866.650000 sec): 3 clusters
  Score: Raw -1707184.206866 + Penalty 3106.934787 = -1704077.272079
  nChanged 43
		SP:Iteration 43Q (45866.890000 sec): 3 clusters
  Score: Raw -1707191.037276 + Penalty 3106.934787 = -1704084.102489
  nChanged 45
		SP:Iteration 44Q (45867.110000 sec): 3 clusters
  Score: Raw -1707199.839418 + Penalty 3106.934787 = -1704092.904632
  nChanged 51
		SP:Iteration 45Q (45867.320000 sec): 3 clusters
  Score: Raw -1707208.243630 + Penalty 3106.934787 = -1704101.308844
  nChanged 57
		SP:Iteration 46Q (45867.540000 sec): 3 clusters
  Score: Raw -1707218.875009 + Penalty 3106.934787 = -1704111.940223
  nChanged 56
		SP:Iteration 47Q (45867.790000 sec): 3 clusters
  Score: Raw -1707228.454387 + Penalty 3106.934787 = -1704121.519601
  nChanged 56
		SP:Iteration 48Q (45868.040000 sec): 3 clusters
  Score: Raw -1707238.962537 + Penalty 3106.934787 = -1704132.027751
  nChanged 49
		SP:Iteration 49Q (45868.290000 sec): 3 clusters
  Score: Raw -1707248.030330 + Penalty 3106.934787 = -1704141.095543
  nChanged 52
		SP:Iteration 50Q (45868.550000 sec): 3 clusters
  Score: Raw -1707258.517642 + Penalty 3106.934787 = -1704151.582855
  nChanged 69
		SP:Iteration 51Q (45868.820000 sec): 3 clusters
  Score: Raw -1707272.293697 + Penalty 3106.934787 = -1704165.358911
  nChanged 68
		SP:Iteration 52Q (45869.010000 sec): 3 clusters
  Score: Raw -1707286.306759 + Penalty 3106.934787 = -1704179.371973
  nChanged 66
		SP:Iteration 53Q (45869.260000 sec): 3 clusters
  Score: Raw -1707299.099704 + Penalty 3106.934787 = -1704192.164918
  nChanged 71
		SP:Iteration 54Q (45869.470000 sec): 3 clusters
  Score: Raw -1707314.165785 + Penalty 3106.934787 = -1704207.230998
  nChanged 79
		SP:Iteration 55Q (45869.720000 sec): 3 clusters
  Score: Raw -1707332.995548 + Penalty 3106.934787 = -1704226.060761
  nChanged 87
		SP:Iteration 56Q (45869.970000 sec): 3 clusters
  Score: Raw -1707356.266589 + Penalty 3106.934787 = -1704249.331802
  nChanged 92
		SP:Iteration 57Q (45870.260000 sec): 3 clusters
  Score: Raw -1707377.646136 + Penalty 3106.934787 = -1704270.711349
  nChanged 85
		SP:Iteration 58Q (45870.430000 sec): 3 clusters
  Score: Raw -1707397.205080 + Penalty 3106.934787 = -1704290.270294
  nChanged 68
		SP:Iteration 59Q (45870.710000 sec): 3 clusters
  Score: Raw -1707410.695936 + Penalty 3106.934787 = -1704303.761149
  nChanged 54
		SP:Iteration 60F (45870.900000 sec): 3 clusters
  Score: Raw -1707420.443084 + Penalty 3106.934787 = -1704313.508298
  nChanged 48
		SP:Iteration 61Q (45871.170000 sec): 3 clusters
  Score: Raw -1707428.185619 + Penalty 3106.934787 = -1704321.250832
  nChanged 43
		SP:Iteration 62Q (45871.400000 sec): 3 clusters
  Score: Raw -1707436.139639 + Penalty 3106.934787 = -1704329.204853
  nChanged 43
		SP:Iteration 63Q (45871.610000 sec): 3 clusters
  Score: Raw -1707443.363498 + Penalty 3106.934787 = -1704336.428711
  nChanged 40
		SP:Iteration 64Q (45871.870000 sec): 3 clusters
  Score: Raw -1707449.420878 + Penalty 3106.934787 = -1704342.486092
  nChanged 43
		SP:Iteration 65Q (45872.070000 sec): 3 clusters
  Score: Raw -1707456.143937 + Penalty 3106.934787 = -1704349.209150
  nChanged 45
		SP:Iteration 66Q (45872.310000 sec): 3 clusters
  Score: Raw -1707463.129313 + Penalty 3106.934787 = -1704356.194526
  nChanged 46
		SP:Iteration 67Q (45872.600000 sec): 3 clusters
  Score: Raw -1707470.910841 + Penalty 3106.934787 = -1704363.976055
  nChanged 45
		SP:Iteration 68Q (45872.790000 sec): 3 clusters
  Score: Raw -1707479.661812 + Penalty 3106.934787 = -1704372.727026
  nChanged 43
		SP:Iteration 69Q (45873.010000 sec): 3 clusters
  Score: Raw -1707488.923551 + Penalty 3106.934787 = -1704381.988764
  nChanged 42
		SP:Iteration 70Q (45873.250000 sec): 3 clusters
  Score: Raw -1707499.668126 + Penalty 3106.934787 = -1704392.733340
  nChanged 54
		SP:Iteration 71Q (45873.490000 sec): 3 clusters
  Score: Raw -1707512.464652 + Penalty 3106.934787 = -1704405.529866
  nChanged 53
		SP:Iteration 72Q (45873.740000 sec): 3 clusters
  Score: Raw -1707525.155538 + Penalty 3106.934787 = -1704418.220751
  nChanged 55
		SP:Iteration 73Q (45873.970000 sec): 3 clusters
  Score: Raw -1707537.513620 + Penalty 3106.934787 = -1704430.578834
  nChanged 44
		SP:Iteration 74Q (45874.220000 sec): 3 clusters
  Score: Raw -1707547.464518 + Penalty 3106.934787 = -1704440.529732
  nChanged 40
		SP:Iteration 75Q (45874.450000 sec): 3 clusters
  Score: Raw -1707557.404056 + Penalty 3106.934787 = -1704450.469269
  nChanged 46
		SP:Iteration 76Q (45874.720000 sec): 3 clusters
  Score: Raw -1707567.148375 + Penalty 3106.934787 = -1704460.213588
  nChanged 41
		SP:Iteration 77Q (45874.980000 sec): 3 clusters
  Score: Raw -1707577.847196 + Penalty 3106.934787 = -1704470.912409
  nChanged 49
		SP:Iteration 78Q (45875.190000 sec): 3 clusters
  Score: Raw -1707591.090855 + Penalty 3106.934787 = -1704484.156068
  nChanged 49
		SP:Iteration 79Q (45875.430000 sec): 3 clusters
  Score: Raw -1707600.670804 + Penalty 3106.934787 = -1704493.736018
  nChanged 45
		SP:Iteration 80F (45875.630000 sec): 3 clusters
  Score: Raw -1707609.125934 + Penalty 3106.934787 = -1704502.191147
  nChanged 40
		SP:Iteration 81Q (45875.840000 sec): 3 clusters
  Score: Raw -1707616.413935 + Penalty 3106.934787 = -1704509.479149
  nChanged 46
		SP:Iteration 82Q (45876.070000 sec): 3 clusters
  Score: Raw -1707628.274357 + Penalty 3106.934787 = -1704521.339571
  nChanged 44
		SP:Iteration 83Q (45876.340000 sec): 3 clusters
  Score: Raw -1707640.278760 + Penalty 3106.934787 = -1704533.343973
  nChanged 55
		SP:Iteration 84Q (45876.600000 sec): 3 clusters
  Score: Raw -1707654.226749 + Penalty 3106.934787 = -1704547.291962
  nChanged 47
		SP:Iteration 85Q (45876.840000 sec): 3 clusters
  Score: Raw -1707664.999236 + Penalty 3106.934787 = -1704558.064449
  nChanged 48
		SP:Iteration 86Q (45877.050000 sec): 3 clusters
  Score: Raw -1707676.285016 + Penalty 3106.934787 = -1704569.350230
  nChanged 49
		SP:Iteration 87Q (45877.280000 sec): 3 clusters
  Score: Raw -1707688.312786 + Penalty 3106.934787 = -1704581.377999
  nChanged 32
		SP:Iteration 88Q (45877.510000 sec): 3 clusters
  Score: Raw -1707695.176272 + Penalty 3106.934787 = -1704588.241485
  nChanged 29
		SP:Iteration 89Q (45877.780000 sec): 3 clusters
  Score: Raw -1707701.531920 + Penalty 3106.934787 = -1704594.597133
  nChanged 31
		SP:Iteration 90Q (45877.980000 sec): 3 clusters
  Score: Raw -1707707.387867 + Penalty 3106.934787 = -1704600.453080
  nChanged 28
		SP:Iteration 91Q (45878.190000 sec): 3 clusters
  Score: Raw -1707712.223574 + Penalty 3106.934787 = -1704605.288788
  nChanged 21
		SP:Iteration 92Q (45878.420000 sec): 3 clusters
  Score: Raw -1707717.125985 + Penalty 3106.934787 = -1704610.191198
  nChanged 27
		SP:Iteration 93Q (45878.680000 sec): 3 clusters
  Score: Raw -1707722.060261 + Penalty 3106.934787 = -1704615.125475
  nChanged 17
		SP:Iteration 94Q (45878.900000 sec): 3 clusters
  Score: Raw -1707724.602659 + Penalty 3106.934787 = -1704617.667872
  nChanged 14
		SP:Iteration 95Q (45879.130000 sec): 3 clusters
  Score: Raw -1707726.584748 + Penalty 3106.934787 = -1704619.649962
  nChanged 14
		SP:Iteration 96Q (45879.310000 sec): 3 clusters
  Score: Raw -1707728.871352 + Penalty 3106.934787 = -1704621.936565
  nChanged 9
		SP:Iteration 97Q (45879.520000 sec): 3 clusters
  Score: Raw -1707730.267760 + Penalty 3106.934787 = -1704623.332973
  nChanged 9
		SP:Iteration 98Q (45879.730000 sec): 3 clusters
  Score: Raw -1707731.145611 + Penalty 3106.934787 = -1704624.210825
  nChanged 4
		SP:Iteration 99Q (45879.960000 sec): 3 clusters
  Score: Raw -1707731.679389 + Penalty 3106.934787 = -1704624.744603
  nChanged 4
		SP:Iteration 100F (45880.170000 sec): 3 clusters
  Score: Raw -1707732.062534 + Penalty 3106.934787 = -1704625.127748
  nChanged 6
		SP:Iteration 101Q (45880.380000 sec): 3 clusters
  Score: Raw -1707732.651485 + Penalty 3106.934787 = -1704625.716699
  nChanged 3
		SP:Iteration 102Q (45880.590000 sec): 3 clusters
  Score: Raw -1707732.949632 + Penalty 3106.934787 = -1704626.014846
  nChanged 3
		SP:Iteration 103Q (45880.830000 sec): 3 clusters
  Score: Raw -1707733.230953 + Penalty 3106.934787 = -1704626.296167
  nChanged 3
		SP:Iteration 104Q (45881.020000 sec): 3 clusters
  Score: Raw -1707733.609832 + Penalty 3106.934787 = -1704626.675045
  nChanged 2
		SP:Iteration 105Q (45881.250000 sec): 3 clusters
  Score: Raw -1707733.770503 + Penalty 3106.934787 = -1704626.835717
  nChanged 0
		SP:Iteration 106F (45881.440000 sec): 3 clusters
  Score: Raw -1707733.770503 + Penalty 3106.934787 = -1704626.835717
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (74868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45881.870000 sec): 2 clusters
  Score: Raw -8921924.881421 + Penalty 1823.815799 = -8920101.065622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45882.420000 sec): 3 clusters
  Score: Raw -8873805.545946 + Penalty 3647.631599 = -8870157.914348
  nChanged 35501
		SP:Iteration 1F (45882.940000 sec): 3 clusters
  Score: Raw -8894271.825035 + Penalty 3647.631599 = -8890624.193437
  nChanged 2571
		SP:Iteration 2Q (45883.470000 sec): 3 clusters
  Score: Raw -8894918.001185 + Penalty 3647.631599 = -8891270.369587
  nChanged 2667
		SP:Iteration 3Q (45883.990000 sec): 3 clusters
  Score: Raw -8895738.828943 + Penalty 3647.631599 = -8892091.197344
  nChanged 3002
		SP:Iteration 4Q (45884.510000 sec): 3 clusters
  Score: Raw -8896873.793733 + Penalty 3647.631599 = -8893226.162134
  nChanged 3293
		SP:Iteration 5Q (45885.050000 sec): 3 clusters
  Score: Raw -8898270.300379 + Penalty 3647.631599 = -8894622.668780
  nChanged 3607
		SP:Iteration 6Q (45885.580000 sec): 3 clusters
  Score: Raw -8899954.419742 + Penalty 3647.631599 = -8896306.788144
  nChanged 3823
		SP:Iteration 7F (45886.080000 sec): 3 clusters
  Score: Raw -8901732.188957 + Penalty 3647.631599 = -8898084.557359
  nChanged 3711
		SP:Iteration 8Q (45886.580000 sec): 3 clusters
  Score: Raw -8903460.858209 + Penalty 3647.631599 = -8899813.226610
  nChanged 3503
		SP:Iteration 9Q (45887.100000 sec): 3 clusters
  Score: Raw -8905105.573689 + Penalty 3647.631599 = -8901457.942090
  nChanged 3314
		SP:Iteration 10Q (45887.670000 sec): 3 clusters
  Score: Raw -8906601.642317 + Penalty 3647.631599 = -8902954.010718
  nChanged 3161
		SP:Iteration 11Q (45888.170000 sec): 3 clusters
  Score: Raw -8908062.293354 + Penalty 3647.631599 = -8904414.661756
  nChanged 3072
		SP:Iteration 12Q (45888.650000 sec): 3 clusters
  Score: Raw -8909405.901464 + Penalty 3647.631599 = -8905758.269865
  nChanged 2807
		SP:Iteration 13Q (45889.140000 sec): 3 clusters
  Score: Raw -8910468.066648 + Penalty 3647.631599 = -8906820.435050
  nChanged 2260
		SP:Iteration 14Q (45889.690000 sec): 3 clusters
  Score: Raw -8911176.086099 + Penalty 3647.631599 = -8907528.454500
  nChanged 1753
		SP:Iteration 15Q (45890.230000 sec): 3 clusters
  Score: Raw -8911614.933147 + Penalty 3647.631599 = -8907967.301548
  nChanged 1367
		SP:Iteration 16Q (45890.750000 sec): 3 clusters
  Score: Raw -8911909.287659 + Penalty 3647.631599 = -8908261.656061
  nChanged 1111
		SP:Iteration 17Q (45891.260000 sec): 3 clusters
  Score: Raw -8912134.532788 + Penalty 3647.631599 = -8908486.901189
  nChanged 1022
		SP:Iteration 18Q (45891.780000 sec): 3 clusters
  Score: Raw -8912328.625391 + Penalty 3647.631599 = -8908680.993793
  nChanged 952
		SP:Iteration 19Q (45892.320000 sec): 3 clusters
  Score: Raw -8912506.775712 + Penalty 3647.631599 = -8908859.144113
  nChanged 909
		SP:Iteration 20F (45892.830000 sec): 3 clusters
  Score: Raw -8912674.010236 + Penalty 3647.631599 = -8909026.378638
  nChanged 846
		SP:Iteration 21Q (45893.400000 sec): 3 clusters
  Score: Raw -8912833.045106 + Penalty 3647.631599 = -8909185.413508
  nChanged 877
		SP:Iteration 22Q (45893.930000 sec): 3 clusters
  Score: Raw -8912995.754290 + Penalty 3647.631599 = -8909348.122691
  nChanged 833
		SP:Iteration 23Q (45894.460000 sec): 3 clusters
  Score: Raw -8913139.592706 + Penalty 3647.631599 = -8909491.961107
  nChanged 802
		SP:Iteration 24Q (45895.000000 sec): 3 clusters
  Score: Raw -8913272.857757 + Penalty 3647.631599 = -8909625.226158
  nChanged 790
		SP:Iteration 25Q (45895.530000 sec): 3 clusters
  Score: Raw -8913401.857611 + Penalty 3647.631599 = -8909754.226012
  nChanged 752
		SP:Iteration 26Q (45896.040000 sec): 3 clusters
  Score: Raw -8913517.457259 + Penalty 3647.631599 = -8909869.825661
  nChanged 682
		SP:Iteration 27Q (45896.520000 sec): 3 clusters
  Score: Raw -8913616.445005 + Penalty 3647.631599 = -8909968.813406
  nChanged 650
		SP:Iteration 28Q (45897.030000 sec): 3 clusters
  Score: Raw -8913708.209264 + Penalty 3647.631599 = -8910060.577665
  nChanged 604
		SP:Iteration 29Q (45897.530000 sec): 3 clusters
  Score: Raw -8913792.738445 + Penalty 3647.631599 = -8910145.106846
  nChanged 633
		SP:Iteration 30Q (45898.030000 sec): 3 clusters
  Score: Raw -8913881.275122 + Penalty 3647.631599 = -8910233.643524
  nChanged 600
		SP:Iteration 31Q (45898.530000 sec): 3 clusters
  Score: Raw -8913966.114776 + Penalty 3647.631599 = -8910318.483178
  nChanged 636
		SP:Iteration 32Q (45899.020000 sec): 3 clusters
  Score: Raw -8914063.400906 + Penalty 3647.631599 = -8910415.769308
  nChanged 668
		SP:Iteration 33Q (45899.540000 sec): 3 clusters
  Score: Raw -8914166.372491 + Penalty 3647.631599 = -8910518.740892
  nChanged 665
		SP:Iteration 34Q (45900.090000 sec): 3 clusters
  Score: Raw -8914273.404185 + Penalty 3647.631599 = -8910625.772587
  nChanged 723
		SP:Iteration 35Q (45900.620000 sec): 3 clusters
  Score: Raw -8914398.724337 + Penalty 3647.631599 = -8910751.092738
  nChanged 739
		SP:Iteration 36Q (45901.110000 sec): 3 clusters
  Score: Raw -8914538.740826 + Penalty 3647.631599 = -8910891.109227
  nChanged 781
		SP:Iteration 37Q (45901.630000 sec): 3 clusters
  Score: Raw -8914693.211448 + Penalty 3647.631599 = -8911045.579849
  nChanged 771
		SP:Iteration 38Q (45902.170000 sec): 3 clusters
  Score: Raw -8914855.683489 + Penalty 3647.631599 = -8911208.051890
  nChanged 841
		SP:Iteration 39Q (45902.700000 sec): 3 clusters
  Score: Raw -8915053.471131 + Penalty 3647.631599 = -8911405.839532
  nChanged 889
		SP:Iteration 40F (45903.280000 sec): 3 clusters
  Score: Raw -8915268.655210 + Penalty 3647.631599 = -8911621.023612
  nChanged 902
		SP:Iteration 41Q (45903.790000 sec): 3 clusters
  Score: Raw -8915505.502561 + Penalty 3647.631599 = -8911857.870962
  nChanged 986
		SP:Iteration 42Q (45904.280000 sec): 3 clusters
  Score: Raw -8915811.476379 + Penalty 3647.631599 = -8912163.844780
  nChanged 1041
		SP:Iteration 43Q (45904.750000 sec): 3 clusters
  Score: Raw -8916163.129393 + Penalty 3647.631599 = -8912515.497794
  nChanged 1056
		SP:Iteration 44Q (45905.270000 sec): 3 clusters
  Score: Raw -8916573.982002 + Penalty 3647.631599 = -8912926.350403
  nChanged 1137
		SP:Iteration 45Q (45905.750000 sec): 3 clusters
  Score: Raw -8917108.096869 + Penalty 3647.631599 = -8913460.465271
  nChanged 1245
		SP:Iteration 46Q (45906.320000 sec): 3 clusters
  Score: Raw -8917790.404103 + Penalty 3647.631599 = -8914142.772504
  nChanged 1284
		SP:Iteration 47Q (45906.820000 sec): 3 clusters
  Score: Raw -8918633.887855 + Penalty 3647.631599 = -8914986.256257
  nChanged 1264
		SP:Iteration 48Q (45907.360000 sec): 3 clusters
  Score: Raw -8919667.697228 + Penalty 3647.631599 = -8916020.065630
  nChanged 1147
		SP:Iteration 49Q (45907.830000 sec): 3 clusters
  Score: Raw -8920764.056864 + Penalty 3647.631599 = -8917116.425266
  nChanged 910
		SP:Iteration 50Q (45908.290000 sec): 3 clusters
  Score: Raw -8921715.310519 + Penalty 3647.631599 = -8918067.678920
  nChanged 638
		SP:Iteration 51Q (45908.740000 sec): 3 clusters
  Score: Raw -8922362.427504 + Penalty 3647.631599 = -8918714.795906
  nChanged 425
		SP:Iteration 52Q (45909.170000 sec): 3 clusters
  Score: Raw -8922762.563714 + Penalty 3647.631599 = -8919114.932115
  nChanged 309
		SP:Iteration 53Q (45909.610000 sec): 3 clusters
  Score: Raw -8922983.315871 + Penalty 3647.631599 = -8919335.684272
  nChanged 227
		SP:Iteration 54Q (45910.110000 sec): 3 clusters
  Score: Raw -8923137.436420 + Penalty 3647.631599 = -8919489.804822
  nChanged 183
		SP:Iteration 55Q (45910.610000 sec): 3 clusters
  Score: Raw -8923231.438224 + Penalty 3647.631599 = -8919583.806626
  nChanged 135
		SP:Iteration 56Q (45911.090000 sec): 3 clusters
  Score: Raw -8923277.421441 + Penalty 3647.631599 = -8919629.789842
  nChanged 102
		SP:Iteration 57Q (45911.590000 sec): 3 clusters
  Score: Raw -8923300.365871 + Penalty 3647.631599 = -8919652.734272
  nChanged 57
		SP:Iteration 58Q (45912.060000 sec): 3 clusters
  Score: Raw -8923311.585575 + Penalty 3647.631599 = -8919663.953976
  nChanged 38
		SP:Iteration 59Q (45912.530000 sec): 3 clusters
  Score: Raw -8923318.282830 + Penalty 3647.631599 = -8919670.651231
  nChanged 26
		SP:Iteration 60F (45913.100000 sec): 3 clusters
  Score: Raw -8923321.996240 + Penalty 3647.631599 = -8919674.364642
  nChanged 20
		SP:Iteration 61Q (45913.630000 sec): 3 clusters
  Score: Raw -8923325.556231 + Penalty 3647.631599 = -8919677.924632
  nChanged 21
		SP:Iteration 62Q (45914.140000 sec): 3 clusters
  Score: Raw -8923328.718907 + Penalty 3647.631599 = -8919681.087308
  nChanged 15
		SP:Iteration 63Q (45914.650000 sec): 3 clusters
  Score: Raw -8923330.968376 + Penalty 3647.631599 = -8919683.336777
  nChanged 17
		SP:Iteration 64Q (45915.170000 sec): 3 clusters
  Score: Raw -8923333.646240 + Penalty 3647.631599 = -8919686.014641
  nChanged 17
		SP:Iteration 65Q (45915.670000 sec): 3 clusters
  Score: Raw -8923336.564245 + Penalty 3647.631599 = -8919688.932646
  nChanged 13
		SP:Iteration 66Q (45916.150000 sec): 3 clusters
  Score: Raw -8923338.716148 + Penalty 3647.631599 = -8919691.084549
  nChanged 11
		SP:Iteration 67Q (45916.670000 sec): 3 clusters
  Score: Raw -8923339.923003 + Penalty 3647.631599 = -8919692.291404
  nChanged 7
		SP:Iteration 68Q (45917.210000 sec): 3 clusters
  Score: Raw -8923340.642946 + Penalty 3647.631599 = -8919693.011347
  nChanged 3
		SP:Iteration 69Q (45917.750000 sec): 3 clusters
  Score: Raw -8923340.895283 + Penalty 3647.631599 = -8919693.263684
  nChanged 6
		SP:Iteration 70Q (45918.350000 sec): 3 clusters
  Score: Raw -8923341.517488 + Penalty 3647.631599 = -8919693.885889
  nChanged 7
		SP:Iteration 71Q (45918.890000 sec): 3 clusters
  Score: Raw -8923342.711076 + Penalty 3647.631599 = -8919695.079477
  nChanged 8
		SP:Iteration 72Q (45919.430000 sec): 3 clusters
  Score: Raw -8923343.808230 + Penalty 3647.631599 = -8919696.176632
  nChanged 3
		SP:Iteration 73Q (45919.950000 sec): 3 clusters
  Score: Raw -8923344.138598 + Penalty 3647.631599 = -8919696.506999
  nChanged 3
		SP:Iteration 74Q (45920.450000 sec): 3 clusters
  Score: Raw -8923344.352648 + Penalty 3647.631599 = -8919696.721049
  nChanged 1
		SP:Iteration 75Q (45920.930000 sec): 3 clusters
  Score: Raw -8923344.402729 + Penalty 3647.631599 = -8919696.771131
  nChanged 2
		SP:Iteration 76Q (45921.450000 sec): 3 clusters
  Score: Raw -8923344.580436 + Penalty 3647.631599 = -8919696.948837
  nChanged 1
		SP:Iteration 77Q (45921.980000 sec): 3 clusters
  Score: Raw -8923344.685372 + Penalty 3647.631599 = -8919697.053773
  nChanged 0
		SP:Iteration 78F (45922.640000 sec): 3 clusters
  Score: Raw -8923344.685372 + Penalty 3647.631599 = -8919697.053773
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (15828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45922.880000 sec): 2 clusters
  Score: Raw -1802912.890915 + Penalty 1571.299568 = -1801341.591347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45923.150000 sec): 3 clusters
  Score: Raw -1793622.903316 + Penalty 3142.599136 = -1790480.304180
  nChanged 6989
		SP:Iteration 1F (45923.450000 sec): 3 clusters
  Score: Raw -1797444.497542 + Penalty 3142.599136 = -1794301.898406
  nChanged 994
		SP:Iteration 2F (45923.710000 sec): 3 clusters
  Score: Raw -1797927.957262 + Penalty 3142.599136 = -1794785.358126
  nChanged 935
		SP:Iteration 3F (45923.980000 sec): 3 clusters
  Score: Raw -1798428.698567 + Penalty 3142.599136 = -1795286.099431
  nChanged 965
		SP:Iteration 4F (45924.310000 sec): 3 clusters
  Score: Raw -1798982.122047 + Penalty 3142.599136 = -1795839.522911
  nChanged 959
		SP:Iteration 5F (45924.570000 sec): 3 clusters
  Score: Raw -1799618.632754 + Penalty 3142.599136 = -1796476.033618
  nChanged 1037
		SP:Iteration 6F (45924.920000 sec): 3 clusters
  Score: Raw -1800356.610473 + Penalty 3142.599136 = -1797214.011337
  nChanged 931
		SP:Iteration 7F (45925.220000 sec): 3 clusters
  Score: Raw -1801012.816337 + Penalty 3142.599136 = -1797870.217201
  nChanged 791
		SP:Iteration 8Q (45925.490000 sec): 3 clusters
  Score: Raw -1801620.833712 + Penalty 3142.599136 = -1798478.234577
  nChanged 634
		SP:Iteration 9Q (45925.790000 sec): 3 clusters
  Score: Raw -1802111.483658 + Penalty 3142.599136 = -1798968.884522
  nChanged 482
		SP:Iteration 10Q (45926.080000 sec): 3 clusters
  Score: Raw -1802472.618628 + Penalty 3142.599136 = -1799330.019492
  nChanged 394
		SP:Iteration 11Q (45926.340000 sec): 3 clusters
  Score: Raw -1802768.338009 + Penalty 3142.599136 = -1799625.738873
  nChanged 306
		SP:Iteration 12Q (45926.610000 sec): 3 clusters
  Score: Raw -1802980.254633 + Penalty 3142.599136 = -1799837.655497
  nChanged 225
		SP:Iteration 13Q (45926.890000 sec): 3 clusters
  Score: Raw -1803110.806065 + Penalty 3142.599136 = -1799968.206929
  nChanged 164
		SP:Iteration 14Q (45927.180000 sec): 3 clusters
  Score: Raw -1803189.198509 + Penalty 3142.599136 = -1800046.599373
  nChanged 111
		SP:Iteration 15Q (45927.470000 sec): 3 clusters
  Score: Raw -1803239.260858 + Penalty 3142.599136 = -1800096.661722
  nChanged 100
		SP:Iteration 16Q (45927.720000 sec): 3 clusters
  Score: Raw -1803280.261212 + Penalty 3142.599136 = -1800137.662076
  nChanged 83
		SP:Iteration 17Q (45927.950000 sec): 3 clusters
  Score: Raw -1803309.425842 + Penalty 3142.599136 = -1800166.826706
  nChanged 62
		SP:Iteration 18Q (45928.230000 sec): 3 clusters
  Score: Raw -1803325.026058 + Penalty 3142.599136 = -1800182.426923
  nChanged 41
		SP:Iteration 19Q (45928.530000 sec): 3 clusters
  Score: Raw -1803334.994675 + Penalty 3142.599136 = -1800192.395539
  nChanged 35
		SP:Iteration 20F (45928.800000 sec): 3 clusters
  Score: Raw -1803345.495689 + Penalty 3142.599136 = -1800202.896553
  nChanged 33
		SP:Iteration 21Q (45929.070000 sec): 3 clusters
  Score: Raw -1803354.765479 + Penalty 3142.599136 = -1800212.166343
  nChanged 32
		SP:Iteration 22Q (45929.320000 sec): 3 clusters
  Score: Raw -1803364.123659 + Penalty 3142.599136 = -1800221.524523
  nChanged 33
		SP:Iteration 23Q (45929.610000 sec): 3 clusters
  Score: Raw -1803372.247395 + Penalty 3142.599136 = -1800229.648259
  nChanged 22
		SP:Iteration 24Q (45929.810000 sec): 3 clusters
  Score: Raw -1803377.287036 + Penalty 3142.599136 = -1800234.687900
  nChanged 22
		SP:Iteration 25Q (45930.090000 sec): 3 clusters
  Score: Raw -1803382.320826 + Penalty 3142.599136 = -1800239.721690
  nChanged 24
		SP:Iteration 26Q (45930.370000 sec): 3 clusters
  Score: Raw -1803387.180104 + Penalty 3142.599136 = -1800244.580968
  nChanged 17
		SP:Iteration 27Q (45930.630000 sec): 3 clusters
  Score: Raw -1803391.040489 + Penalty 3142.599136 = -1800248.441353
  nChanged 9
		SP:Iteration 28Q (45930.890000 sec): 3 clusters
  Score: Raw -1803392.815931 + Penalty 3142.599136 = -1800250.216795
  nChanged 7
		SP:Iteration 29Q (45931.150000 sec): 3 clusters
  Score: Raw -1803393.807042 + Penalty 3142.599136 = -1800251.207906
  nChanged 6
		SP:Iteration 30Q (45931.420000 sec): 3 clusters
  Score: Raw -1803394.422692 + Penalty 3142.599136 = -1800251.823557
  nChanged 5
		SP:Iteration 31Q (45931.740000 sec): 3 clusters
  Score: Raw -1803395.155978 + Penalty 3142.599136 = -1800252.556842
  nChanged 3
		SP:Iteration 32Q (45932.000000 sec): 3 clusters
  Score: Raw -1803395.477822 + Penalty 3142.599136 = -1800252.878686
  nChanged 6
		SP:Iteration 33Q (45932.320000 sec): 3 clusters
  Score: Raw -1803396.904574 + Penalty 3142.599136 = -1800254.305439
  nChanged 8
		SP:Iteration 34Q (45932.590000 sec): 3 clusters
  Score: Raw -1803398.456832 + Penalty 3142.599136 = -1800255.857696
  nChanged 4
		SP:Iteration 35Q (45932.870000 sec): 3 clusters
  Score: Raw -1803398.790105 + Penalty 3142.599136 = -1800256.190969
  nChanged 4
		SP:Iteration 36Q (45933.120000 sec): 3 clusters
  Score: Raw -1803399.225010 + Penalty 3142.599136 = -1800256.625874
  nChanged 0
		SP:Iteration 37F (45933.410000 sec): 3 clusters
  Score: Raw -1803399.225010 + Penalty 3142.599136 = -1800256.625874
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45933.590000 sec): 2 clusters
  Score: Raw -1935687.100278 + Penalty 1580.839148 = -1934106.261130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45933.840000 sec): 3 clusters
  Score: Raw -1925724.329150 + Penalty 3161.678296 = -1922562.650855
  nChanged 7532
		SP:Iteration 1F (45934.130000 sec): 3 clusters
  Score: Raw -1929850.278876 + Penalty 3161.678296 = -1926688.600580
  nChanged 960
		SP:Iteration 2F (45934.460000 sec): 3 clusters
  Score: Raw -1930273.709439 + Penalty 3161.678296 = -1927112.031143
  nChanged 935
		SP:Iteration 3F (45934.710000 sec): 3 clusters
  Score: Raw -1930770.757039 + Penalty 3161.678296 = -1927609.078743
  nChanged 1013
		SP:Iteration 4F (45935.020000 sec): 3 clusters
  Score: Raw -1931359.653367 + Penalty 3161.678296 = -1928197.975071
  nChanged 1118
		SP:Iteration 5F (45935.340000 sec): 3 clusters
  Score: Raw -1932129.868772 + Penalty 3161.678296 = -1928968.190477
  nChanged 1174
		SP:Iteration 6F (45935.580000 sec): 3 clusters
  Score: Raw -1933015.126442 + Penalty 3161.678296 = -1929853.448146
  nChanged 1088
		SP:Iteration 7F (45935.890000 sec): 3 clusters
  Score: Raw -1933887.622759 + Penalty 3161.678296 = -1930725.944464
  nChanged 905
		SP:Iteration 8F (45936.190000 sec): 3 clusters
  Score: Raw -1934647.699156 + Penalty 3161.678296 = -1931486.020861
  nChanged 669
		SP:Iteration 9Q (45936.470000 sec): 3 clusters
  Score: Raw -1935176.549959 + Penalty 3161.678296 = -1932014.871663
  nChanged 506
		SP:Iteration 10Q (45936.800000 sec): 3 clusters
  Score: Raw -1935534.757335 + Penalty 3161.678296 = -1932373.079040
  nChanged 342
		SP:Iteration 11Q (45937.070000 sec): 3 clusters
  Score: Raw -1935756.113447 + Penalty 3161.678296 = -1932594.435152
  nChanged 212
		SP:Iteration 12Q (45937.320000 sec): 3 clusters
  Score: Raw -1935867.477314 + Penalty 3161.678296 = -1932705.799019
  nChanged 167
		SP:Iteration 13Q (45937.550000 sec): 3 clusters
  Score: Raw -1935952.303781 + Penalty 3161.678296 = -1932790.625485
  nChanged 125
		SP:Iteration 14Q (45937.820000 sec): 3 clusters
  Score: Raw -1936012.572601 + Penalty 3161.678296 = -1932850.894306
  nChanged 121
		SP:Iteration 15Q (45938.050000 sec): 3 clusters
  Score: Raw -1936068.527435 + Penalty 3161.678296 = -1932906.849139
  nChanged 104
		SP:Iteration 16Q (45938.310000 sec): 3 clusters
  Score: Raw -1936113.077755 + Penalty 3161.678296 = -1932951.399460
  nChanged 76
		SP:Iteration 17Q (45938.570000 sec): 3 clusters
  Score: Raw -1936141.329700 + Penalty 3161.678296 = -1932979.651405
  nChanged 59
		SP:Iteration 18Q (45938.840000 sec): 3 clusters
  Score: Raw -1936164.369502 + Penalty 3161.678296 = -1933002.691207
  nChanged 51
		SP:Iteration 19Q (45939.020000 sec): 3 clusters
  Score: Raw -1936185.780947 + Penalty 3161.678296 = -1933024.102652
  nChanged 44
		SP:Iteration 20F (45939.290000 sec): 3 clusters
  Score: Raw -1936212.415608 + Penalty 3161.678296 = -1933050.737313
  nChanged 35
		SP:Iteration 21Q (45939.510000 sec): 3 clusters
  Score: Raw -1936234.234741 + Penalty 3161.678296 = -1933072.556445
  nChanged 42
		SP:Iteration 22Q (45939.740000 sec): 3 clusters
  Score: Raw -1936256.668439 + Penalty 3161.678296 = -1933094.990144
  nChanged 34
		SP:Iteration 23Q (45940.030000 sec): 3 clusters
  Score: Raw -1936273.505234 + Penalty 3161.678296 = -1933111.826939
  nChanged 33
		SP:Iteration 24Q (45940.240000 sec): 3 clusters
  Score: Raw -1936285.785031 + Penalty 3161.678296 = -1933124.106736
  nChanged 27
		SP:Iteration 25Q (45940.530000 sec): 3 clusters
  Score: Raw -1936295.097353 + Penalty 3161.678296 = -1933133.419057
  nChanged 25
		SP:Iteration 26Q (45940.740000 sec): 3 clusters
  Score: Raw -1936305.535516 + Penalty 3161.678296 = -1933143.857221
  nChanged 25
		SP:Iteration 27Q (45941.000000 sec): 3 clusters
  Score: Raw -1936314.283085 + Penalty 3161.678296 = -1933152.604790
  nChanged 31
		SP:Iteration 28Q (45941.230000 sec): 3 clusters
  Score: Raw -1936327.304798 + Penalty 3161.678296 = -1933165.626503
  nChanged 26
		SP:Iteration 29Q (45941.540000 sec): 3 clusters
  Score: Raw -1936335.964422 + Penalty 3161.678296 = -1933174.286126
  nChanged 23
		SP:Iteration 30Q (45941.790000 sec): 3 clusters
  Score: Raw -1936345.806879 + Penalty 3161.678296 = -1933184.128584
  nChanged 19
		SP:Iteration 31Q (45942.040000 sec): 3 clusters
  Score: Raw -1936354.887078 + Penalty 3161.678296 = -1933193.208782
  nChanged 18
		SP:Iteration 32Q (45942.330000 sec): 3 clusters
  Score: Raw -1936363.446376 + Penalty 3161.678296 = -1933201.768080
  nChanged 19
		SP:Iteration 33Q (45942.530000 sec): 3 clusters
  Score: Raw -1936373.838332 + Penalty 3161.678296 = -1933212.160036
  nChanged 16
		SP:Iteration 34Q (45942.800000 sec): 3 clusters
  Score: Raw -1936379.996531 + Penalty 3161.678296 = -1933218.318236
  nChanged 17
		SP:Iteration 35Q (45943.050000 sec): 3 clusters
  Score: Raw -1936386.025370 + Penalty 3161.678296 = -1933224.347075
  nChanged 12
		SP:Iteration 36Q (45943.310000 sec): 3 clusters
  Score: Raw -1936389.867802 + Penalty 3161.678296 = -1933228.189506
  nChanged 16
		SP:Iteration 37Q (45943.510000 sec): 3 clusters
  Score: Raw -1936396.527551 + Penalty 3161.678296 = -1933234.849255
  nChanged 13
		SP:Iteration 38Q (45943.760000 sec): 3 clusters
  Score: Raw -1936401.657938 + Penalty 3161.678296 = -1933239.979643
  nChanged 13
		SP:Iteration 39Q (45944.020000 sec): 3 clusters
  Score: Raw -1936407.340692 + Penalty 3161.678296 = -1933245.662396
  nChanged 7
		SP:Iteration 40F (45944.250000 sec): 3 clusters
  Score: Raw -1936409.542558 + Penalty 3161.678296 = -1933247.864263
  nChanged 9
		SP:Iteration 41Q (45944.470000 sec): 3 clusters
  Score: Raw -1936411.773816 + Penalty 3161.678296 = -1933250.095520
  nChanged 5
		SP:Iteration 42Q (45944.670000 sec): 3 clusters
  Score: Raw -1936412.339158 + Penalty 3161.678296 = -1933250.660862
  nChanged 1
		SP:Iteration 43Q (45944.910000 sec): 3 clusters
  Score: Raw -1936412.397533 + Penalty 3161.678296 = -1933250.719238
  nChanged 0
		SP:Iteration 44F (45945.120000 sec): 3 clusters
  Score: Raw -1936412.397533 + Penalty 3161.678296 = -1933250.719238
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45945.240000 sec): 2 clusters
  Score: Raw -12737.013771 + Penalty 804.173482 = -11932.840289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45945.430000 sec): 3 clusters
  Score: Raw -12961.737432 + Penalty 1608.346964 = -11353.390467
  nChanged 23
		SP:Iteration 1F (45945.580000 sec): 3 clusters
  Score: Raw -13076.458685 + Penalty 1608.346964 = -11468.111721
  nChanged 5
		SP:Iteration 2Q (45945.720000 sec): 3 clusters
  Score: Raw -13121.243420 + Penalty 1608.346964 = -11512.896456
  nChanged 0
		SP:Iteration 3F (45945.850000 sec): 3 clusters
  Score: Raw -13121.243420 + Penalty 1608.346964 = -11512.896456
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45945.950000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45946.100000 sec): 3 clusters
  Score: Raw -56139.598995 + Penalty 2010.517803 = -54129.081193
  nChanged 99
		SP:Iteration 1F (45946.240000 sec): 3 clusters
  Score: Raw -56274.446379 + Penalty 2010.517803 = -54263.928576
  nChanged 31
		SP:Iteration 2F (45946.430000 sec): 3 clusters
  Score: Raw -56321.259556 + Penalty 2010.517803 = -54310.741753
  nChanged 20
		SP:Iteration 3Q (45946.580000 sec): 3 clusters
  Score: Raw -56363.791803 + Penalty 2010.517803 = -54353.274000
  nChanged 13
		SP:Iteration 4Q (45946.720000 sec): 3 clusters
  Score: Raw -56386.083120 + Penalty 2010.517803 = -54375.565317
  nChanged 8
		SP:Iteration 5Q (45946.860000 sec): 3 clusters
  Score: Raw -56394.855961 + Penalty 2010.517803 = -54384.338159
  nChanged 6
		SP:Iteration 6Q (45947.050000 sec): 3 clusters
  Score: Raw -56404.000697 + Penalty 2010.517803 = -54393.482894
  nChanged 1
		SP:Iteration 7Q (45947.200000 sec): 3 clusters
  Score: Raw -56405.019485 + Penalty 2010.517803 = -54394.501682
  nChanged 1
		SP:Iteration 8Q (45947.340000 sec): 3 clusters
  Score: Raw -56405.980401 + Penalty 2010.517803 = -54395.462598
  nChanged 0
		SP:Iteration 9F (45947.530000 sec): 3 clusters
  Score: Raw -56405.980401 + Penalty 2010.517803 = -54395.462598
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (311260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45948.990000 sec): 2 clusters
  Score: Raw -37945888.624188 + Penalty 2055.362376 = -37943833.261811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45950.530000 sec): 3 clusters
  Score: Raw -37737994.223098 + Penalty 4110.724753 = -37733883.498346
  nChanged 151679
		SP:Iteration 1F (45952.020000 sec): 3 clusters
  Score: Raw -37829970.655960 + Penalty 4110.724753 = -37825859.931207
  nChanged 9757
		SP:Iteration 2Q (45953.560000 sec): 3 clusters
  Score: Raw -37832521.150576 + Penalty 4110.724753 = -37828410.425823
  nChanged 11894
		SP:Iteration 3Q (45955.110000 sec): 3 clusters
  Score: Raw -37836573.926682 + Penalty 4110.724753 = -37832463.201930
  nChanged 14765
		SP:Iteration 4Q (45956.570000 sec): 3 clusters
  Score: Raw -37842912.448598 + Penalty 4110.724753 = -37838801.723845
  nChanged 17782
		SP:Iteration 5F (45958.070000 sec): 3 clusters
  Score: Raw -37852170.850346 + Penalty 4110.724753 = -37848060.125594
  nChanged 19680
		SP:Iteration 6F (45959.800000 sec): 3 clusters
  Score: Raw -37864064.895528 + Penalty 4110.724753 = -37859954.170775
  nChanged 20042
		SP:Iteration 7F (45961.550000 sec): 3 clusters
  Score: Raw -37877786.925303 + Penalty 4110.724753 = -37873676.200550
  nChanged 18904
		SP:Iteration 8F (45963.410000 sec): 3 clusters
  Score: Raw -37892036.104247 + Penalty 4110.724753 = -37887925.379494
  nChanged 16710
		SP:Iteration 9F (45965.450000 sec): 3 clusters
  Score: Raw -37905603.964395 + Penalty 4110.724753 = -37901493.239643
  nChanged 13693
		SP:Iteration 10Q (45967.160000 sec): 3 clusters
  Score: Raw -37917011.296307 + Penalty 4110.724753 = -37912900.571554
  nChanged 10417
		SP:Iteration 11Q (45968.630000 sec): 3 clusters
  Score: Raw -37925526.323090 + Penalty 4110.724753 = -37921415.598337
  nChanged 7761
		SP:Iteration 12Q (45970.070000 sec): 3 clusters
  Score: Raw -37931546.515020 + Penalty 4110.724753 = -37927435.790267
  nChanged 5911
		SP:Iteration 13Q (45971.530000 sec): 3 clusters
  Score: Raw -37935937.723963 + Penalty 4110.724753 = -37931826.999210
  nChanged 4583
		SP:Iteration 14Q (45973.030000 sec): 3 clusters
  Score: Raw -37939276.519323 + Penalty 4110.724753 = -37935165.794570
  nChanged 3387
		SP:Iteration 15Q (45974.610000 sec): 3 clusters
  Score: Raw -37941684.518637 + Penalty 4110.724753 = -37937573.793885
  nChanged 2464
		SP:Iteration 16Q (45976.040000 sec): 3 clusters
  Score: Raw -37943400.856098 + Penalty 4110.724753 = -37939290.131345
  nChanged 1640
		SP:Iteration 17Q (45977.320000 sec): 3 clusters
  Score: Raw -37944520.302413 + Penalty 4110.724753 = -37940409.577660
  nChanged 975
		SP:Iteration 18Q (45978.720000 sec): 3 clusters
  Score: Raw -37945198.318229 + Penalty 4110.724753 = -37941087.593477
  nChanged 559
		SP:Iteration 19Q (45980.050000 sec): 3 clusters
  Score: Raw -37945588.619783 + Penalty 4110.724753 = -37941477.895031
  nChanged 336
		SP:Iteration 20F (45981.510000 sec): 3 clusters
  Score: Raw -37945849.742827 + Penalty 4110.724753 = -37941739.018074
  nChanged 207
		SP:Iteration 21Q (45982.670000 sec): 3 clusters
  Score: Raw -37946018.557014 + Penalty 4110.724753 = -37941907.832261
  nChanged 124
		SP:Iteration 22Q (45983.920000 sec): 3 clusters
  Score: Raw -37946102.086246 + Penalty 4110.724753 = -37941991.361493
  nChanged 88
		SP:Iteration 23Q (45985.330000 sec): 3 clusters
  Score: Raw -37946156.741615 + Penalty 4110.724753 = -37942046.016862
  nChanged 46
		SP:Iteration 24Q (45986.600000 sec): 3 clusters
  Score: Raw -37946187.909361 + Penalty 4110.724753 = -37942077.184608
  nChanged 42
		SP:Iteration 25Q (45987.900000 sec): 3 clusters
  Score: Raw -37946213.985756 + Penalty 4110.724753 = -37942103.261003
  nChanged 30
		SP:Iteration 26Q (45989.200000 sec): 3 clusters
  Score: Raw -37946230.844884 + Penalty 4110.724753 = -37942120.120131
  nChanged 29
		SP:Iteration 27Q (45990.530000 sec): 3 clusters
  Score: Raw -37946248.779056 + Penalty 4110.724753 = -37942138.054303
  nChanged 29
		SP:Iteration 28Q (45991.820000 sec): 3 clusters
  Score: Raw -37946263.912940 + Penalty 4110.724753 = -37942153.188187
  nChanged 23
		SP:Iteration 29Q (45993.180000 sec): 3 clusters
  Score: Raw -37946276.832544 + Penalty 4110.724753 = -37942166.107791
  nChanged 24
		SP:Iteration 30Q (45994.460000 sec): 3 clusters
  Score: Raw -37946293.251365 + Penalty 4110.724753 = -37942182.526612
  nChanged 19
		SP:Iteration 31Q (45995.690000 sec): 3 clusters
  Score: Raw -37946306.156841 + Penalty 4110.724753 = -37942195.432088
  nChanged 17
		SP:Iteration 32Q (45997.080000 sec): 3 clusters
  Score: Raw -37946316.067741 + Penalty 4110.724753 = -37942205.342988
  nChanged 16
		SP:Iteration 33Q (45998.610000 sec): 3 clusters
  Score: Raw -37946327.583662 + Penalty 4110.724753 = -37942216.858910
  nChanged 15
		SP:Iteration 34Q (45999.990000 sec): 3 clusters
  Score: Raw -37946336.023823 + Penalty 4110.724753 = -37942225.299070
  nChanged 10
		SP:Iteration 35Q (46001.450000 sec): 3 clusters
  Score: Raw -37946342.693923 + Penalty 4110.724753 = -37942231.969171
  nChanged 13
		SP:Iteration 36Q (46002.900000 sec): 3 clusters
  Score: Raw -37946358.146663 + Penalty 4110.724753 = -37942247.421910
  nChanged 19
		SP:Iteration 37Q (46004.290000 sec): 3 clusters
  Score: Raw -37946380.121828 + Penalty 4110.724753 = -37942269.397076
  nChanged 21
		SP:Iteration 38Q (46005.630000 sec): 3 clusters
  Score: Raw -37946408.329918 + Penalty 4110.724753 = -37942297.605165
  nChanged 29
		SP:Iteration 39Q (46007.010000 sec): 3 clusters
  Score: Raw -37946464.616289 + Penalty 4110.724753 = -37942353.891536
  nChanged 41
		SP:Iteration 40F (46008.490000 sec): 3 clusters
  Score: Raw -37946514.147628 + Penalty 4110.724753 = -37942403.422875
  nChanged 50
		SP:Iteration 41Q (46009.760000 sec): 3 clusters
  Score: Raw -37946563.951428 + Penalty 4110.724753 = -37942453.226675
  nChanged 56
		SP:Iteration 42Q (46011.140000 sec): 3 clusters
  Score: Raw -37946625.702152 + Penalty 4110.724753 = -37942514.977399
  nChanged 72
		SP:Iteration 43Q (46012.440000 sec): 3 clusters
  Score: Raw -37946692.594960 + Penalty 4110.724753 = -37942581.870207
  nChanged 71
		SP:Iteration 44Q (46013.860000 sec): 3 clusters
  Score: Raw -37946762.479297 + Penalty 4110.724753 = -37942651.754544
  nChanged 73
		SP:Iteration 45Q (46015.280000 sec): 3 clusters
  Score: Raw -37946830.199069 + Penalty 4110.724753 = -37942719.474317
  nChanged 64
		SP:Iteration 46Q (46016.690000 sec): 3 clusters
  Score: Raw -37946874.028569 + Penalty 4110.724753 = -37942763.303816
  nChanged 61
		SP:Iteration 47Q (46018.080000 sec): 3 clusters
  Score: Raw -37946920.030317 + Penalty 4110.724753 = -37942809.305564
  nChanged 64
		SP:Iteration 48Q (46019.610000 sec): 3 clusters
  Score: Raw -37946962.961997 + Penalty 4110.724753 = -37942852.237244
  nChanged 56
		SP:Iteration 49Q (46021.010000 sec): 3 clusters
  Score: Raw -37946995.187385 + Penalty 4110.724753 = -37942884.462633
  nChanged 45
		SP:Iteration 50Q (46022.400000 sec): 3 clusters
  Score: Raw -37947016.289095 + Penalty 4110.724753 = -37942905.564342
  nChanged 37
		SP:Iteration 51Q (46023.620000 sec): 3 clusters
  Score: Raw -37947033.082079 + Penalty 4110.724753 = -37942922.357327
  nChanged 30
		SP:Iteration 52Q (46024.940000 sec): 3 clusters
  Score: Raw -37947046.461488 + Penalty 4110.724753 = -37942935.736735
  nChanged 27
		SP:Iteration 53Q (46026.150000 sec): 3 clusters
  Score: Raw -37947058.285547 + Penalty 4110.724753 = -37942947.560794
  nChanged 25
		SP:Iteration 54Q (46027.340000 sec): 3 clusters
  Score: Raw -37947067.603479 + Penalty 4110.724753 = -37942956.878726
  nChanged 15
		SP:Iteration 55Q (46028.700000 sec): 3 clusters
  Score: Raw -37947073.832440 + Penalty 4110.724753 = -37942963.107687
  nChanged 15
		SP:Iteration 56Q (46030.000000 sec): 3 clusters
  Score: Raw -37947079.020517 + Penalty 4110.724753 = -37942968.295764
  nChanged 12
		SP:Iteration 57Q (46031.280000 sec): 3 clusters
  Score: Raw -37947083.340087 + Penalty 4110.724753 = -37942972.615334
  nChanged 11
		SP:Iteration 58Q (46032.630000 sec): 3 clusters
  Score: Raw -37947087.195549 + Penalty 4110.724753 = -37942976.470797
  nChanged 14
		SP:Iteration 59Q (46034.100000 sec): 3 clusters
  Score: Raw -37947091.575200 + Penalty 4110.724753 = -37942980.850448
  nChanged 15
		SP:Iteration 60F (46035.670000 sec): 3 clusters
  Score: Raw -37947163.540630 + Penalty 4110.724753 = -37943052.815877
  nChanged 91
		SP:Iteration 61Q (46037.020000 sec): 3 clusters
  Score: Raw -37947222.228237 + Penalty 4110.724753 = -37943111.503484
  nChanged 77
		SP:Iteration 62Q (46038.310000 sec): 3 clusters
  Score: Raw -37947260.748372 + Penalty 4110.724753 = -37943150.023619
  nChanged 72
		SP:Iteration 63Q (46039.610000 sec): 3 clusters
  Score: Raw -37947298.874026 + Penalty 4110.724753 = -37943188.149273
  nChanged 88
		SP:Iteration 64Q (46040.850000 sec): 3 clusters
  Score: Raw -37947338.501329 + Penalty 4110.724753 = -37943227.776576
  nChanged 80
		SP:Iteration 65Q (46042.160000 sec): 3 clusters
  Score: Raw -37947368.803621 + Penalty 4110.724753 = -37943258.078868
  nChanged 60
		SP:Iteration 66Q (46043.540000 sec): 3 clusters
  Score: Raw -37947393.752888 + Penalty 4110.724753 = -37943283.028136
  nChanged 50
		SP:Iteration 67Q (46044.960000 sec): 3 clusters
  Score: Raw -37947411.528247 + Penalty 4110.724753 = -37943300.803494
  nChanged 49
		SP:Iteration 68Q (46046.340000 sec): 3 clusters
  Score: Raw -37947427.809301 + Penalty 4110.724753 = -37943317.084549
  nChanged 41
		SP:Iteration 69Q (46047.710000 sec): 3 clusters
  Score: Raw -37947440.150685 + Penalty 4110.724753 = -37943329.425932
  nChanged 43
		SP:Iteration 70Q (46048.970000 sec): 3 clusters
  Score: Raw -37947451.508337 + Penalty 4110.724753 = -37943340.783584
  nChanged 35
		SP:Iteration 71Q (46050.240000 sec): 3 clusters
  Score: Raw -37947461.727591 + Penalty 4110.724753 = -37943351.002838
  nChanged 35
		SP:Iteration 72Q (46051.680000 sec): 3 clusters
  Score: Raw -37947472.431096 + Penalty 4110.724753 = -37943361.706343
  nChanged 35
		SP:Iteration 73Q (46053.080000 sec): 3 clusters
  Score: Raw -37947481.603276 + Penalty 4110.724753 = -37943370.878523
  nChanged 31
		SP:Iteration 74Q (46054.520000 sec): 3 clusters
  Score: Raw -37947489.617912 + Penalty 4110.724753 = -37943378.893159
  nChanged 30
		SP:Iteration 75Q (46055.870000 sec): 3 clusters
  Score: Raw -37947496.032555 + Penalty 4110.724753 = -37943385.307802
  nChanged 17
		SP:Iteration 76Q (46057.310000 sec): 3 clusters
  Score: Raw -37947498.901083 + Penalty 4110.724753 = -37943388.176331
  nChanged 8
		SP:Iteration 77Q (46058.750000 sec): 3 clusters
  Score: Raw -37947500.008299 + Penalty 4110.724753 = -37943389.283546
  nChanged 5
		SP:Iteration 78Q (46060.150000 sec): 3 clusters
  Score: Raw -37947501.062871 + Penalty 4110.724753 = -37943390.338118
  nChanged 5
		SP:Iteration 79Q (46061.510000 sec): 3 clusters
  Score: Raw -37947502.062923 + Penalty 4110.724753 = -37943391.338170
  nChanged 8
		SP:Iteration 80F (46063.010000 sec): 3 clusters
  Score: Raw -37947508.018238 + Penalty 4110.724753 = -37943397.293485
  nChanged 18
		SP:Iteration 81Q (46064.250000 sec): 3 clusters
  Score: Raw -37947511.394302 + Penalty 4110.724753 = -37943400.669549
  nChanged 11
		SP:Iteration 82Q (46065.680000 sec): 3 clusters
  Score: Raw -37947512.907641 + Penalty 4110.724753 = -37943402.182889
  nChanged 12
		SP:Iteration 83Q (46067.000000 sec): 3 clusters
  Score: Raw -37947514.780375 + Penalty 4110.724753 = -37943404.055622
  nChanged 11
		SP:Iteration 84Q (46068.300000 sec): 3 clusters
  Score: Raw -37947516.619673 + Penalty 4110.724753 = -37943405.894920
  nChanged 13
		SP:Iteration 85Q (46069.740000 sec): 3 clusters
  Score: Raw -37947519.881512 + Penalty 4110.724753 = -37943409.156759
  nChanged 14
		SP:Iteration 86Q (46071.120000 sec): 3 clusters
  Score: Raw -37947522.086373 + Penalty 4110.724753 = -37943411.361620
  nChanged 7
		SP:Iteration 87Q (46072.450000 sec): 3 clusters
  Score: Raw -37947523.136737 + Penalty 4110.724753 = -37943412.411984
  nChanged 7
		SP:Iteration 88Q (46073.780000 sec): 3 clusters
  Score: Raw -37947524.147752 + Penalty 4110.724753 = -37943413.422999
  nChanged 8
		SP:Iteration 89Q (46075.140000 sec): 3 clusters
  Score: Raw -37947525.362495 + Penalty 4110.724753 = -37943414.637742
  nChanged 10
		SP:Iteration 90Q (46076.520000 sec): 3 clusters
  Score: Raw -37947527.097980 + Penalty 4110.724753 = -37943416.373227
  nChanged 7
		SP:Iteration 91Q (46077.830000 sec): 3 clusters
  Score: Raw -37947528.379679 + Penalty 4110.724753 = -37943417.654926
  nChanged 7
		SP:Iteration 92Q (46079.100000 sec): 3 clusters
  Score: Raw -37947529.736546 + Penalty 4110.724753 = -37943419.011793
  nChanged 8
		SP:Iteration 93Q (46080.330000 sec): 3 clusters
  Score: Raw -37947531.532288 + Penalty 4110.724753 = -37943420.807535
  nChanged 12
		SP:Iteration 94Q (46081.690000 sec): 3 clusters
  Score: Raw -37947533.829513 + Penalty 4110.724753 = -37943423.104760
  nChanged 11
		SP:Iteration 95Q (46083.010000 sec): 3 clusters
  Score: Raw -37947535.183277 + Penalty 4110.724753 = -37943424.458524
  nChanged 6
		SP:Iteration 96Q (46084.470000 sec): 3 clusters
  Score: Raw -37947535.848813 + Penalty 4110.724753 = -37943425.124061
  nChanged 6
		SP:Iteration 97Q (46085.910000 sec): 3 clusters
  Score: Raw -37947536.426034 + Penalty 4110.724753 = -37943425.701281
  nChanged 5
		SP:Iteration 98Q (46087.430000 sec): 3 clusters
  Score: Raw -37947537.038260 + Penalty 4110.724753 = -37943426.313507
  nChanged 3
		SP:Iteration 99Q (46088.960000 sec): 3 clusters
  Score: Raw -37947537.318168 + Penalty 4110.724753 = -37943426.593415
  nChanged 2
		SP:Iteration 100F (46090.450000 sec): 3 clusters
  Score: Raw -37947537.552811 + Penalty 4110.724753 = -37943426.828058
  nChanged 1
		SP:Iteration 101Q (46091.670000 sec): 3 clusters
  Score: Raw -37947537.625472 + Penalty 4110.724753 = -37943426.900719
  nChanged 0
		SP:Iteration 102F (46093.110000 sec): 3 clusters
  Score: Raw -37947537.625472 + Penalty 4110.724753 = -37943426.900719
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (33836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46093.560000 sec): 2 clusters
  Score: Raw -4121952.444040 + Penalty 1694.758098 = -4120257.685942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46093.920000 sec): 3 clusters
  Score: Raw -4100991.599342 + Penalty 3389.516196 = -4097602.083146
  nChanged 15724
		SP:Iteration 1F (46094.310000 sec): 3 clusters
  Score: Raw -4109621.042785 + Penalty 3389.516196 = -4106231.526589
  nChanged 1336
		SP:Iteration 2Q (46094.690000 sec): 3 clusters
  Score: Raw -4109990.786197 + Penalty 3389.516196 = -4106601.270001
  nChanged 1262
		SP:Iteration 3Q (46095.040000 sec): 3 clusters
  Score: Raw -4110372.506191 + Penalty 3389.516196 = -4106982.989995
  nChanged 1335
		SP:Iteration 4Q (46095.480000 sec): 3 clusters
  Score: Raw -4110849.419014 + Penalty 3389.516196 = -4107459.902818
  nChanged 1597
		SP:Iteration 5Q (46095.890000 sec): 3 clusters
  Score: Raw -4111561.312540 + Penalty 3389.516196 = -4108171.796344
  nChanged 2004
		SP:Iteration 6F (46096.250000 sec): 3 clusters
  Score: Raw -4112706.624860 + Penalty 3389.516196 = -4109317.108664
  nChanged 2388
		SP:Iteration 7F (46096.610000 sec): 3 clusters
  Score: Raw -4114447.394091 + Penalty 3389.516196 = -4111057.877895
  nChanged 2751
		SP:Iteration 8F (46096.920000 sec): 3 clusters
  Score: Raw -4116892.069705 + Penalty 3389.516196 = -4113502.553509
  nChanged 2454
		SP:Iteration 9F (46097.320000 sec): 3 clusters
  Score: Raw -4119291.199806 + Penalty 3389.516196 = -4115901.683610
  nChanged 1631
		SP:Iteration 10Q (46097.660000 sec): 3 clusters
  Score: Raw -4120936.850663 + Penalty 3389.516196 = -4117547.334467
  nChanged 772
		SP:Iteration 11Q (46097.980000 sec): 3 clusters
  Score: Raw -4121714.164712 + Penalty 3389.516196 = -4118324.648516
  nChanged 281
		SP:Iteration 12Q (46098.370000 sec): 3 clusters
  Score: Raw -4122001.000427 + Penalty 3389.516196 = -4118611.484231
  nChanged 96
		SP:Iteration 13Q (46098.710000 sec): 3 clusters
  Score: Raw -4122099.132003 + Penalty 3389.516196 = -4118709.615807
  nChanged 46
		SP:Iteration 14Q (46099.000000 sec): 3 clusters
  Score: Raw -4122152.399182 + Penalty 3389.516196 = -4118762.882986
  nChanged 34
		SP:Iteration 15Q (46099.330000 sec): 3 clusters
  Score: Raw -4122193.625566 + Penalty 3389.516196 = -4118804.109370
  nChanged 23
		SP:Iteration 16Q (46099.660000 sec): 3 clusters
  Score: Raw -4122219.381408 + Penalty 3389.516196 = -4118829.865211
  nChanged 12
		SP:Iteration 17Q (46099.980000 sec): 3 clusters
  Score: Raw -4122233.400839 + Penalty 3389.516196 = -4118843.884643
  nChanged 12
		SP:Iteration 18Q (46100.350000 sec): 3 clusters
  Score: Raw -4122247.975353 + Penalty 3389.516196 = -4118858.459157
  nChanged 3
		SP:Iteration 19Q (46100.650000 sec): 3 clusters
  Score: Raw -4122252.636714 + Penalty 3389.516196 = -4118863.120518
  nChanged 3
		SP:Iteration 20F (46100.990000 sec): 3 clusters
  Score: Raw -4122256.233760 + Penalty 3389.516196 = -4118866.717563
  nChanged 1
		SP:Iteration 21Q (46101.300000 sec): 3 clusters
  Score: Raw -4122257.146515 + Penalty 3389.516196 = -4118867.630319
  nChanged 0
		SP:Iteration 22F (46101.750000 sec): 3 clusters
  Score: Raw -4122257.146515 + Penalty 3389.516196 = -4118867.630319
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (29998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46101.990000 sec): 2 clusters
  Score: Raw -3670040.873909 + Penalty 1675.193974 = -3668365.679935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46102.360000 sec): 3 clusters
  Score: Raw -3651580.527438 + Penalty 3350.387947 = -3648230.139491
  nChanged 13688
		SP:Iteration 1F (46102.700000 sec): 3 clusters
  Score: Raw -3659139.844341 + Penalty 3350.387947 = -3655789.456394
  nChanged 1336
		SP:Iteration 2Q (46103.020000 sec): 3 clusters
  Score: Raw -3659518.936817 + Penalty 3350.387947 = -3656168.548869
  nChanged 1197
		SP:Iteration 3Q (46103.410000 sec): 3 clusters
  Score: Raw -3659891.261396 + Penalty 3350.387947 = -3656540.873448
  nChanged 1246
		SP:Iteration 4Q (46103.790000 sec): 3 clusters
  Score: Raw -3660339.780266 + Penalty 3350.387947 = -3656989.392319
  nChanged 1422
		SP:Iteration 5Q (46104.090000 sec): 3 clusters
  Score: Raw -3661006.427726 + Penalty 3350.387947 = -3657656.039778
  nChanged 1696
		SP:Iteration 6F (46104.460000 sec): 3 clusters
  Score: Raw -3661955.676513 + Penalty 3350.387947 = -3658605.288566
  nChanged 1921
		SP:Iteration 7F (46104.770000 sec): 3 clusters
  Score: Raw -3663161.905200 + Penalty 3350.387947 = -3659811.517253
  nChanged 1988
		SP:Iteration 8F (46105.140000 sec): 3 clusters
  Score: Raw -3664449.144021 + Penalty 3350.387947 = -3661098.756074
  nChanged 1878
		SP:Iteration 9F (46105.470000 sec): 3 clusters
  Score: Raw -3665571.953242 + Penalty 3350.387947 = -3662221.565294
  nChanged 1532
		SP:Iteration 10F (46105.780000 sec): 3 clusters
  Score: Raw -3666377.631821 + Penalty 3350.387947 = -3663027.243874
  nChanged 1194
		SP:Iteration 11Q (46106.060000 sec): 3 clusters
  Score: Raw -3666961.227624 + Penalty 3350.387947 = -3663610.839677
  nChanged 962
		SP:Iteration 12Q (46106.400000 sec): 3 clusters
  Score: Raw -3667418.091942 + Penalty 3350.387947 = -3664067.703994
  nChanged 832
		SP:Iteration 13Q (46106.720000 sec): 3 clusters
  Score: Raw -3667848.410217 + Penalty 3350.387947 = -3664498.022270
  nChanged 777
		SP:Iteration 14Q (46107.030000 sec): 3 clusters
  Score: Raw -3668271.672567 + Penalty 3350.387947 = -3664921.284620
  nChanged 718
		SP:Iteration 15Q (46107.330000 sec): 3 clusters
  Score: Raw -3668674.403531 + Penalty 3350.387947 = -3665324.015583
  nChanged 636
		SP:Iteration 16Q (46107.720000 sec): 3 clusters
  Score: Raw -3669053.394974 + Penalty 3350.387947 = -3665703.007027
  nChanged 558
		SP:Iteration 17Q (46108.080000 sec): 3 clusters
  Score: Raw -3669386.689539 + Penalty 3350.387947 = -3666036.301591
  nChanged 442
		SP:Iteration 18Q (46108.450000 sec): 3 clusters
  Score: Raw -3669642.287643 + Penalty 3350.387947 = -3666291.899695
  nChanged 354
		SP:Iteration 19Q (46108.790000 sec): 3 clusters
  Score: Raw -3669854.251573 + Penalty 3350.387947 = -3666503.863626
  nChanged 272
		SP:Iteration 20F (46109.170000 sec): 3 clusters
  Score: Raw -3670023.041788 + Penalty 3350.387947 = -3666672.653840
  nChanged 206
		SP:Iteration 21Q (46109.470000 sec): 3 clusters
  Score: Raw -3670140.994463 + Penalty 3350.387947 = -3666790.606516
  nChanged 153
		SP:Iteration 22Q (46109.800000 sec): 3 clusters
  Score: Raw -3670219.081213 + Penalty 3350.387947 = -3666868.693266
  nChanged 117
		SP:Iteration 23Q (46110.180000 sec): 3 clusters
  Score: Raw -3670276.169607 + Penalty 3350.387947 = -3666925.781660
  nChanged 93
		SP:Iteration 24Q (46110.450000 sec): 3 clusters
  Score: Raw -3670316.617357 + Penalty 3350.387947 = -3666966.229410
  nChanged 72
		SP:Iteration 25Q (46110.740000 sec): 3 clusters
  Score: Raw -3670343.492239 + Penalty 3350.387947 = -3666993.104292
  nChanged 54
		SP:Iteration 26Q (46111.020000 sec): 3 clusters
  Score: Raw -3670360.141906 + Penalty 3350.387947 = -3667009.753959
  nChanged 24
		SP:Iteration 27Q (46111.380000 sec): 3 clusters
  Score: Raw -3670370.115365 + Penalty 3350.387947 = -3667019.727418
  nChanged 29
		SP:Iteration 28Q (46111.680000 sec): 3 clusters
  Score: Raw -3670379.794293 + Penalty 3350.387947 = -3667029.406346
  nChanged 29
		SP:Iteration 29Q (46112.070000 sec): 3 clusters
  Score: Raw -3670391.427802 + Penalty 3350.387947 = -3667041.039855
  nChanged 30
		SP:Iteration 30Q (46112.380000 sec): 3 clusters
  Score: Raw -3670402.706694 + Penalty 3350.387947 = -3667052.318746
  nChanged 24
		SP:Iteration 31Q (46112.680000 sec): 3 clusters
  Score: Raw -3670412.815689 + Penalty 3350.387947 = -3667062.427742
  nChanged 13
		SP:Iteration 32Q (46113.070000 sec): 3 clusters
  Score: Raw -3670416.117027 + Penalty 3350.387947 = -3667065.729079
  nChanged 11
		SP:Iteration 33Q (46113.440000 sec): 3 clusters
  Score: Raw -3670419.071582 + Penalty 3350.387947 = -3667068.683634
  nChanged 11
		SP:Iteration 34Q (46113.740000 sec): 3 clusters
  Score: Raw -3670422.599849 + Penalty 3350.387947 = -3667072.211902
  nChanged 9
		SP:Iteration 35Q (46114.060000 sec): 3 clusters
  Score: Raw -3670424.750730 + Penalty 3350.387947 = -3667074.362783
  nChanged 10
		SP:Iteration 36Q (46114.350000 sec): 3 clusters
  Score: Raw -3670427.552160 + Penalty 3350.387947 = -3667077.164212
  nChanged 9
		SP:Iteration 37Q (46114.660000 sec): 3 clusters
  Score: Raw -3670430.423964 + Penalty 3350.387947 = -3667080.036017
  nChanged 8
		SP:Iteration 38Q (46114.910000 sec): 3 clusters
  Score: Raw -3670433.948992 + Penalty 3350.387947 = -3667083.561045
  nChanged 7
		SP:Iteration 39Q (46115.200000 sec): 3 clusters
  Score: Raw -3670435.354224 + Penalty 3350.387947 = -3667084.966277
  nChanged 1
		SP:Iteration 40F (46115.530000 sec): 3 clusters
  Score: Raw -3670435.525776 + Penalty 3350.387947 = -3667085.137828
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46115.620000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46115.760000 sec): 3 clusters
  Score: Raw -9194.560955 + Penalty 1530.597315 = -7663.963639
  nChanged 7
		SP:Iteration 1F (46115.960000 sec): 3 clusters
  Score: Raw -9233.188375 + Penalty 1530.597315 = -7702.591059
  nChanged 2
		SP:Iteration 2Q (46116.110000 sec): 3 clusters
  Score: Raw -9242.915470 + Penalty 1530.597315 = -7712.318155
  nChanged 1
		SP:Iteration 3Q (46116.290000 sec): 3 clusters
  Score: Raw -9249.661349 + Penalty 1530.597315 = -7719.064034
  nChanged 0
		SP:Iteration 4F (46116.460000 sec): 3 clusters
  Score: Raw -9249.661349 + Penalty 1530.597315 = -7719.064034
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (4593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46116.620000 sec): 2 clusters
  Score: Raw -537822.758324 + Penalty 1370.246911 = -536452.511413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46116.820000 sec): 3 clusters
  Score: Raw -535443.869204 + Penalty 2740.493822 = -532703.375382
  nChanged 1833
		SP:Iteration 1F (46116.970000 sec): 3 clusters
  Score: Raw -536388.925627 + Penalty 2740.493822 = -533648.431805
  nChanged 316
		SP:Iteration 2F (46117.140000 sec): 3 clusters
  Score: Raw -536534.634428 + Penalty 2740.493822 = -533794.140605
  nChanged 223
		SP:Iteration 3Q (46117.320000 sec): 3 clusters
  Score: Raw -536643.444557 + Penalty 2740.493822 = -533902.950734
  nChanged 213
		SP:Iteration 4Q (46117.510000 sec): 3 clusters
  Score: Raw -536745.914488 + Penalty 2740.493822 = -534005.420665
  nChanged 176
		SP:Iteration 5Q (46117.680000 sec): 3 clusters
  Score: Raw -536826.396038 + Penalty 2740.493822 = -534085.902216
  nChanged 161
		SP:Iteration 6Q (46117.860000 sec): 3 clusters
  Score: Raw -536903.481342 + Penalty 2740.493822 = -534162.987520
  nChanged 154
		SP:Iteration 7Q (46118.040000 sec): 3 clusters
  Score: Raw -536977.858841 + Penalty 2740.493822 = -534237.365019
  nChanged 163
		SP:Iteration 8Q (46118.200000 sec): 3 clusters
  Score: Raw -537051.372282 + Penalty 2740.493822 = -534310.878459
  nChanged 143
		SP:Iteration 9Q (46118.370000 sec): 3 clusters
  Score: Raw -537119.020096 + Penalty 2740.493822 = -534378.526274
  nChanged 135
		SP:Iteration 10Q (46118.550000 sec): 3 clusters
  Score: Raw -537189.107422 + Penalty 2740.493822 = -534448.613600
  nChanged 125
		SP:Iteration 11Q (46118.730000 sec): 3 clusters
  Score: Raw -537250.301362 + Penalty 2740.493822 = -534509.807539
  nChanged 122
		SP:Iteration 12Q (46118.900000 sec): 3 clusters
  Score: Raw -537313.164398 + Penalty 2740.493822 = -534572.670576
  nChanged 108
		SP:Iteration 13Q (46119.110000 sec): 3 clusters
  Score: Raw -537372.373664 + Penalty 2740.493822 = -534631.879841
  nChanged 113
		SP:Iteration 14Q (46119.320000 sec): 3 clusters
  Score: Raw -537431.414189 + Penalty 2740.493822 = -534690.920366
  nChanged 104
		SP:Iteration 15Q (46119.550000 sec): 3 clusters
  Score: Raw -537487.234402 + Penalty 2740.493822 = -534746.740579
  nChanged 101
		SP:Iteration 16Q (46119.740000 sec): 3 clusters
  Score: Raw -537541.810149 + Penalty 2740.493822 = -534801.316327
  nChanged 103
		SP:Iteration 17Q (46119.950000 sec): 3 clusters
  Score: Raw -537608.388674 + Penalty 2740.493822 = -534867.894851
  nChanged 95
		SP:Iteration 18Q (46120.160000 sec): 3 clusters
  Score: Raw -537681.297203 + Penalty 2740.493822 = -534940.803381
  nChanged 92
		SP:Iteration 19Q (46120.400000 sec): 3 clusters
  Score: Raw -537754.152007 + Penalty 2740.493822 = -535013.658185
  nChanged 68
		SP:Iteration 20F (46120.600000 sec): 3 clusters
  Score: Raw -537801.633957 + Penalty 2740.493822 = -535061.140134
  nChanged 66
		SP:Iteration 21Q (46120.820000 sec): 3 clusters
  Score: Raw -537844.359419 + Penalty 2740.493822 = -535103.865597
  nChanged 46
		SP:Iteration 22Q (46121.010000 sec): 3 clusters
  Score: Raw -537868.456632 + Penalty 2740.493822 = -535127.962809
  nChanged 29
		SP:Iteration 23Q (46121.220000 sec): 3 clusters
  Score: Raw -537882.518131 + Penalty 2740.493822 = -535142.024308
  nChanged 21
		SP:Iteration 24Q (46121.380000 sec): 3 clusters
  Score: Raw -537895.215044 + Penalty 2740.493822 = -535154.721222
  nChanged 16
		SP:Iteration 25Q (46121.570000 sec): 3 clusters
  Score: Raw -537904.953277 + Penalty 2740.493822 = -535164.459454
  nChanged 10
		SP:Iteration 26Q (46121.760000 sec): 3 clusters
  Score: Raw -537911.589010 + Penalty 2740.493822 = -535171.095188
  nChanged 12
		SP:Iteration 27Q (46121.900000 sec): 3 clusters
  Score: Raw -537918.587054 + Penalty 2740.493822 = -535178.093231
  nChanged 11
		SP:Iteration 28Q (46122.120000 sec): 3 clusters
  Score: Raw -537924.092415 + Penalty 2740.493822 = -535183.598593
  nChanged 7
		SP:Iteration 29Q (46122.280000 sec): 3 clusters
  Score: Raw -537926.816978 + Penalty 2740.493822 = -535186.323156
  nChanged 8
		SP:Iteration 30Q (46122.500000 sec): 3 clusters
  Score: Raw -537931.721579 + Penalty 2740.493822 = -535191.227756
  nChanged 14
		SP:Iteration 31Q (46122.690000 sec): 3 clusters
  Score: Raw -537940.591305 + Penalty 2740.493822 = -535200.097483
  nChanged 15
		SP:Iteration 32Q (46122.930000 sec): 3 clusters
  Score: Raw -537951.199757 + Penalty 2740.493822 = -535210.705935
  nChanged 13
		SP:Iteration 33Q (46123.120000 sec): 3 clusters
  Score: Raw -537961.720698 + Penalty 2740.493822 = -535221.226875
  nChanged 12
		SP:Iteration 34Q (46123.330000 sec): 3 clusters
  Score: Raw -537969.256680 + Penalty 2740.493822 = -535228.762857
  nChanged 7
		SP:Iteration 35Q (46123.520000 sec): 3 clusters
  Score: Raw -537973.858428 + Penalty 2740.493822 = -535233.364606
  nChanged 8
		SP:Iteration 36Q (46123.740000 sec): 3 clusters
  Score: Raw -537978.201691 + Penalty 2740.493822 = -535237.707869
  nChanged 3
		SP:Iteration 37Q (46123.900000 sec): 3 clusters
  Score: Raw -537981.291541 + Penalty 2740.493822 = -535240.797718
  nChanged 6
		SP:Iteration 38Q (46124.080000 sec): 3 clusters
  Score: Raw -537986.258520 + Penalty 2740.493822 = -535245.764697
  nChanged 7
		SP:Iteration 39Q (46124.280000 sec): 3 clusters
  Score: Raw -537991.331707 + Penalty 2740.493822 = -535250.837885
  nChanged 7
		SP:Iteration 40F (46124.460000 sec): 3 clusters
  Score: Raw -537995.958432 + Penalty 2740.493822 = -535255.464610
  nChanged 7
		SP:Iteration 41Q (46124.640000 sec): 3 clusters
  Score: Raw -537998.321858 + Penalty 2740.493822 = -535257.828036
  nChanged 1
		SP:Iteration 42Q (46124.860000 sec): 3 clusters
  Score: Raw -537998.516840 + Penalty 2740.493822 = -535258.023018
  nChanged 0
		SP:Iteration 43F (46125.090000 sec): 3 clusters
  Score: Raw -537998.516840 + Penalty 2740.493822 = -535258.023018
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46125.610000 sec): 2 clusters
  Score: Raw -9309284.511072 + Penalty 1827.589526 = -9307456.921546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46126.140000 sec): 3 clusters
  Score: Raw -9259856.006492 + Penalty 3655.179052 = -9256200.827440
  nChanged 36574
		SP:Iteration 1F (46126.660000 sec): 3 clusters
  Score: Raw -9281566.990237 + Penalty 3655.179052 = -9277911.811185
  nChanged 3555
		SP:Iteration 2Q (46127.200000 sec): 3 clusters
  Score: Raw -9282997.006803 + Penalty 3655.179052 = -9279341.827752
  nChanged 3901
		SP:Iteration 3F (46127.700000 sec): 3 clusters
  Score: Raw -9284848.182738 + Penalty 3655.179052 = -9281193.003687
  nChanged 4289
		SP:Iteration 4F (46128.220000 sec): 3 clusters
  Score: Raw -9287189.561251 + Penalty 3655.179052 = -9283534.382200
  nChanged 4545
		SP:Iteration 5F (46128.740000 sec): 3 clusters
  Score: Raw -9289828.984060 + Penalty 3655.179052 = -9286173.805009
  nChanged 4584
		SP:Iteration 6F (46129.290000 sec): 3 clusters
  Score: Raw -9292367.387602 + Penalty 3655.179052 = -9288712.208550
  nChanged 4202
		SP:Iteration 7F (46129.830000 sec): 3 clusters
  Score: Raw -9294454.505809 + Penalty 3655.179052 = -9290799.326758
  nChanged 3488
		SP:Iteration 8Q (46130.350000 sec): 3 clusters
  Score: Raw -9296018.263500 + Penalty 3655.179052 = -9292363.084449
  nChanged 2909
		SP:Iteration 9Q (46130.880000 sec): 3 clusters
  Score: Raw -9297260.561633 + Penalty 3655.179052 = -9293605.382582
  nChanged 2463
		SP:Iteration 10Q (46131.450000 sec): 3 clusters
  Score: Raw -9298207.569491 + Penalty 3655.179052 = -9294552.390440
  nChanged 1980
		SP:Iteration 11Q (46131.990000 sec): 3 clusters
  Score: Raw -9298876.236284 + Penalty 3655.179052 = -9295221.057233
  nChanged 1597
		SP:Iteration 12Q (46132.580000 sec): 3 clusters
  Score: Raw -9299306.496623 + Penalty 3655.179052 = -9295651.317572
  nChanged 1223
		SP:Iteration 13Q (46133.170000 sec): 3 clusters
  Score: Raw -9299597.308637 + Penalty 3655.179052 = -9295942.129585
  nChanged 1026
		SP:Iteration 14Q (46133.720000 sec): 3 clusters
  Score: Raw -9299840.217131 + Penalty 3655.179052 = -9296185.038079
  nChanged 929
		SP:Iteration 15Q (46134.290000 sec): 3 clusters
  Score: Raw -9300059.142880 + Penalty 3655.179052 = -9296403.963828
  nChanged 896
		SP:Iteration 16Q (46134.820000 sec): 3 clusters
  Score: Raw -9300266.133668 + Penalty 3655.179052 = -9296610.954616
  nChanged 878
		SP:Iteration 17Q (46135.300000 sec): 3 clusters
  Score: Raw -9300462.692199 + Penalty 3655.179052 = -9296807.513148
  nChanged 830
		SP:Iteration 18Q (46135.920000 sec): 3 clusters
  Score: Raw -9300645.181776 + Penalty 3655.179052 = -9296990.002725
  nChanged 791
		SP:Iteration 19Q (46136.530000 sec): 3 clusters
  Score: Raw -9300804.793268 + Penalty 3655.179052 = -9297149.614216
  nChanged 753
		SP:Iteration 20F (46137.090000 sec): 3 clusters
  Score: Raw -9300947.936217 + Penalty 3655.179052 = -9297292.757165
  nChanged 697
		SP:Iteration 21Q (46137.600000 sec): 3 clusters
  Score: Raw -9301080.535395 + Penalty 3655.179052 = -9297425.356343
  nChanged 735
		SP:Iteration 22Q (46138.110000 sec): 3 clusters
  Score: Raw -9301214.742367 + Penalty 3655.179052 = -9297559.563315
  nChanged 685
		SP:Iteration 23Q (46138.620000 sec): 3 clusters
  Score: Raw -9301343.766371 + Penalty 3655.179052 = -9297688.587319
  nChanged 684
		SP:Iteration 24Q (46139.140000 sec): 3 clusters
  Score: Raw -9301471.045276 + Penalty 3655.179052 = -9297815.866224
  nChanged 655
		SP:Iteration 25Q (46139.710000 sec): 3 clusters
  Score: Raw -9301585.066073 + Penalty 3655.179052 = -9297929.887022
  nChanged 618
		SP:Iteration 26Q (46140.280000 sec): 3 clusters
  Score: Raw -9301688.049947 + Penalty 3655.179052 = -9298032.870895
  nChanged 614
		SP:Iteration 27Q (46140.790000 sec): 3 clusters
  Score: Raw -9301794.077506 + Penalty 3655.179052 = -9298138.898454
  nChanged 626
		SP:Iteration 28Q (46141.340000 sec): 3 clusters
  Score: Raw -9301915.162318 + Penalty 3655.179052 = -9298259.983267
  nChanged 671
		SP:Iteration 29Q (46141.870000 sec): 3 clusters
  Score: Raw -9302038.613432 + Penalty 3655.179052 = -9298383.434380
  nChanged 646
		SP:Iteration 30Q (46142.420000 sec): 3 clusters
  Score: Raw -9302162.800443 + Penalty 3655.179052 = -9298507.621391
  nChanged 665
		SP:Iteration 31Q (46142.940000 sec): 3 clusters
  Score: Raw -9302288.273203 + Penalty 3655.179052 = -9298633.094152
  nChanged 693
		SP:Iteration 32Q (46143.460000 sec): 3 clusters
  Score: Raw -9302422.248889 + Penalty 3655.179052 = -9298767.069838
  nChanged 731
		SP:Iteration 33Q (46143.980000 sec): 3 clusters
  Score: Raw -9302563.530612 + Penalty 3655.179052 = -9298908.351560
  nChanged 695
		SP:Iteration 34Q (46144.550000 sec): 3 clusters
  Score: Raw -9302696.075818 + Penalty 3655.179052 = -9299040.896766
  nChanged 692
		SP:Iteration 35Q (46145.110000 sec): 3 clusters
  Score: Raw -9302830.413002 + Penalty 3655.179052 = -9299175.233951
  nChanged 732
		SP:Iteration 36Q (46145.640000 sec): 3 clusters
  Score: Raw -9302979.371014 + Penalty 3655.179052 = -9299324.191962
  nChanged 726
		SP:Iteration 37Q (46146.190000 sec): 3 clusters
  Score: Raw -9303129.533091 + Penalty 3655.179052 = -9299474.354039
  nChanged 775
		SP:Iteration 38Q (46146.800000 sec): 3 clusters
  Score: Raw -9303295.667883 + Penalty 3655.179052 = -9299640.488831
  nChanged 808
		SP:Iteration 39Q (46147.390000 sec): 3 clusters
  Score: Raw -9303486.065311 + Penalty 3655.179052 = -9299830.886260
  nChanged 860
		SP:Iteration 40F (46147.910000 sec): 3 clusters
  Score: Raw -9303702.073329 + Penalty 3655.179052 = -9300046.894277
  nChanged 877
		SP:Iteration 41Q (46148.540000 sec): 3 clusters
  Score: Raw -9303936.339562 + Penalty 3655.179052 = -9300281.160510
  nChanged 949
		SP:Iteration 42Q (46149.190000 sec): 3 clusters
  Score: Raw -9304212.279275 + Penalty 3655.179052 = -9300557.100223
  nChanged 1035
		SP:Iteration 43Q (46149.770000 sec): 3 clusters
  Score: Raw -9304536.167203 + Penalty 3655.179052 = -9300880.988151
  nChanged 1097
		SP:Iteration 44Q (46150.270000 sec): 3 clusters
  Score: Raw -9304897.542749 + Penalty 3655.179052 = -9301242.363697
  nChanged 1054
		SP:Iteration 45Q (46150.790000 sec): 3 clusters
  Score: Raw -9305246.791479 + Penalty 3655.179052 = -9301591.612427
  nChanged 1068
		SP:Iteration 46Q (46151.320000 sec): 3 clusters
  Score: Raw -9305618.240381 + Penalty 3655.179052 = -9301963.061330
  nChanged 1019
		SP:Iteration 47Q (46151.840000 sec): 3 clusters
  Score: Raw -9305978.536131 + Penalty 3655.179052 = -9302323.357079
  nChanged 988
		SP:Iteration 48Q (46152.330000 sec): 3 clusters
  Score: Raw -9306333.077722 + Penalty 3655.179052 = -9302677.898670
  nChanged 961
		SP:Iteration 49Q (46152.800000 sec): 3 clusters
  Score: Raw -9306682.952532 + Penalty 3655.179052 = -9303027.773481
  nChanged 943
		SP:Iteration 50Q (46153.320000 sec): 3 clusters
  Score: Raw -9307039.999150 + Penalty 3655.179052 = -9303384.820098
  nChanged 906
		SP:Iteration 51Q (46153.840000 sec): 3 clusters
  Score: Raw -9307386.514337 + Penalty 3655.179052 = -9303731.335286
  nChanged 825
		SP:Iteration 52Q (46154.290000 sec): 3 clusters
  Score: Raw -9307706.302501 + Penalty 3655.179052 = -9304051.123449
  nChanged 732
		SP:Iteration 53Q (46154.730000 sec): 3 clusters
  Score: Raw -9307992.926139 + Penalty 3655.179052 = -9304337.747087
  nChanged 665
		SP:Iteration 54Q (46155.190000 sec): 3 clusters
  Score: Raw -9308245.297702 + Penalty 3655.179052 = -9304590.118651
  nChanged 620
		SP:Iteration 55Q (46155.640000 sec): 3 clusters
  Score: Raw -9308482.588829 + Penalty 3655.179052 = -9304827.409777
  nChanged 566
		SP:Iteration 56Q (46156.130000 sec): 3 clusters
  Score: Raw -9308702.206659 + Penalty 3655.179052 = -9305047.027607
  nChanged 519
		SP:Iteration 57Q (46156.670000 sec): 3 clusters
  Score: Raw -9308889.678182 + Penalty 3655.179052 = -9305234.499130
  nChanged 430
		SP:Iteration 58Q (46157.190000 sec): 3 clusters
  Score: Raw -9309029.513047 + Penalty 3655.179052 = -9305374.333995
  nChanged 377
		SP:Iteration 59Q (46157.690000 sec): 3 clusters
  Score: Raw -9309147.743613 + Penalty 3655.179052 = -9305492.564562
  nChanged 340
		SP:Iteration 60F (46158.190000 sec): 3 clusters
  Score: Raw -9309257.364075 + Penalty 3655.179052 = -9305602.185024
  nChanged 288
		SP:Iteration 61Q (46158.670000 sec): 3 clusters
  Score: Raw -9309339.640258 + Penalty 3655.179052 = -9305684.461206
  nChanged 271
		SP:Iteration 62Q (46159.180000 sec): 3 clusters
  Score: Raw -9309417.268444 + Penalty 3655.179052 = -9305762.089392
  nChanged 240
		SP:Iteration 63Q (46159.640000 sec): 3 clusters
  Score: Raw -9309485.899381 + Penalty 3655.179052 = -9305830.720330
  nChanged 209
		SP:Iteration 64Q (46160.110000 sec): 3 clusters
  Score: Raw -9309548.608428 + Penalty 3655.179052 = -9305893.429376
  nChanged 211
		SP:Iteration 65Q (46160.570000 sec): 3 clusters
  Score: Raw -9309610.709360 + Penalty 3655.179052 = -9305955.530308
  nChanged 186
		SP:Iteration 66Q (46161.060000 sec): 3 clusters
  Score: Raw -9309664.532262 + Penalty 3655.179052 = -9306009.353210
  nChanged 162
		SP:Iteration 67Q (46161.520000 sec): 3 clusters
  Score: Raw -9309709.816836 + Penalty 3655.179052 = -9306054.637784
  nChanged 137
		SP:Iteration 68Q (46162.050000 sec): 3 clusters
  Score: Raw -9309745.399744 + Penalty 3655.179052 = -9306090.220693
  nChanged 114
		SP:Iteration 69Q (46162.530000 sec): 3 clusters
  Score: Raw -9309772.454786 + Penalty 3655.179052 = -9306117.275735
  nChanged 114
		SP:Iteration 70Q (46162.980000 sec): 3 clusters
  Score: Raw -9309800.785183 + Penalty 3655.179052 = -9306145.606131
  nChanged 96
		SP:Iteration 71Q (46163.430000 sec): 3 clusters
  Score: Raw -9309826.946189 + Penalty 3655.179052 = -9306171.767138
  nChanged 98
		SP:Iteration 72Q (46163.900000 sec): 3 clusters
  Score: Raw -9309851.109047 + Penalty 3655.179052 = -9306195.929996
  nChanged 97
		SP:Iteration 73Q (46164.350000 sec): 3 clusters
  Score: Raw -9309876.043230 + Penalty 3655.179052 = -9306220.864178
  nChanged 92
		SP:Iteration 74Q (46164.800000 sec): 3 clusters
  Score: Raw -9309898.911828 + Penalty 3655.179052 = -9306243.732776
  nChanged 88
		SP:Iteration 75Q (46165.220000 sec): 3 clusters
  Score: Raw -9309920.770929 + Penalty 3655.179052 = -9306265.591877
  nChanged 84
		SP:Iteration 76Q (46165.670000 sec): 3 clusters
  Score: Raw -9309943.434557 + Penalty 3655.179052 = -9306288.255506
  nChanged 77
		SP:Iteration 77Q (46166.110000 sec): 3 clusters
  Score: Raw -9309964.449955 + Penalty 3655.179052 = -9306309.270903
  nChanged 77
		SP:Iteration 78Q (46166.550000 sec): 3 clusters
  Score: Raw -9309988.546255 + Penalty 3655.179052 = -9306333.367203
  nChanged 75
		SP:Iteration 79Q (46167.010000 sec): 3 clusters
  Score: Raw -9310007.837623 + Penalty 3655.179052 = -9306352.658572
  nChanged 54
		SP:Iteration 80F (46167.510000 sec): 3 clusters
  Score: Raw -9310020.428863 + Penalty 3655.179052 = -9306365.249811
  nChanged 53
		SP:Iteration 81Q (46168.030000 sec): 3 clusters
  Score: Raw -9310033.451074 + Penalty 3655.179052 = -9306378.272023
  nChanged 39
		SP:Iteration 82Q (46168.490000 sec): 3 clusters
  Score: Raw -9310042.790563 + Penalty 3655.179052 = -9306387.611511
  nChanged 35
		SP:Iteration 83Q (46168.950000 sec): 3 clusters
  Score: Raw -9310051.117118 + Penalty 3655.179052 = -9306395.938066
  nChanged 29
		SP:Iteration 84Q (46169.470000 sec): 3 clusters
  Score: Raw -9310057.871953 + Penalty 3655.179052 = -9306402.692901
  nChanged 29
		SP:Iteration 85Q (46169.930000 sec): 3 clusters
  Score: Raw -9310065.613577 + Penalty 3655.179052 = -9306410.434525
  nChanged 29
		SP:Iteration 86Q (46170.400000 sec): 3 clusters
  Score: Raw -9310071.255926 + Penalty 3655.179052 = -9306416.076874
  nChanged 25
		SP:Iteration 87Q (46170.830000 sec): 3 clusters
  Score: Raw -9310076.740931 + Penalty 3655.179052 = -9306421.561879
  nChanged 17
		SP:Iteration 88Q (46171.340000 sec): 3 clusters
  Score: Raw -9310080.459066 + Penalty 3655.179052 = -9306425.280014
  nChanged 21
		SP:Iteration 89Q (46171.830000 sec): 3 clusters
  Score: Raw -9310084.151179 + Penalty 3655.179052 = -9306428.972128
  nChanged 14
		SP:Iteration 90Q (46172.310000 sec): 3 clusters
  Score: Raw -9310086.414454 + Penalty 3655.179052 = -9306431.235403
  nChanged 7
		SP:Iteration 91Q (46172.780000 sec): 3 clusters
  Score: Raw -9310087.887368 + Penalty 3655.179052 = -9306432.708316
  nChanged 11
		SP:Iteration 92Q (46173.260000 sec): 3 clusters
  Score: Raw -9310090.037678 + Penalty 3655.179052 = -9306434.858626
  nChanged 7
		SP:Iteration 93Q (46173.710000 sec): 3 clusters
  Score: Raw -9310091.224834 + Penalty 3655.179052 = -9306436.045783
  nChanged 6
		SP:Iteration 94Q (46174.140000 sec): 3 clusters
  Score: Raw -9310092.553370 + Penalty 3655.179052 = -9306437.374319
  nChanged 7
		SP:Iteration 95Q (46174.580000 sec): 3 clusters
  Score: Raw -9310094.177683 + Penalty 3655.179052 = -9306438.998631
  nChanged 8
		SP:Iteration 96Q (46175.060000 sec): 3 clusters
  Score: Raw -9310095.823130 + Penalty 3655.179052 = -9306440.644079
  nChanged 5
		SP:Iteration 97Q (46175.580000 sec): 3 clusters
  Score: Raw -9310096.478503 + Penalty 3655.179052 = -9306441.299451
  nChanged 5
		SP:Iteration 98Q (46176.100000 sec): 3 clusters
  Score: Raw -9310097.502789 + Penalty 3655.179052 = -9306442.323738
  nChanged 6
		SP:Iteration 99Q (46176.550000 sec): 3 clusters
  Score: Raw -9310098.461138 + Penalty 3655.179052 = -9306443.282087
  nChanged 5
		SP:Iteration 100F (46177.100000 sec): 3 clusters
  Score: Raw -9310099.246166 + Penalty 3655.179052 = -9306444.067114
  nChanged 4
		SP:Iteration 101Q (46177.630000 sec): 3 clusters
  Score: Raw -9310099.801342 + Penalty 3655.179052 = -9306444.622290
  nChanged 9
		SP:Iteration 102Q (46178.190000 sec): 3 clusters
  Score: Raw -9310101.350119 + Penalty 3655.179052 = -9306446.171068
  nChanged 7
		SP:Iteration 103Q (46178.800000 sec): 3 clusters
  Score: Raw -9310102.156064 + Penalty 3655.179052 = -9306446.977013
  nChanged 8
		SP:Iteration 104Q (46179.320000 sec): 3 clusters
  Score: Raw -9310103.536651 + Penalty 3655.179052 = -9306448.357599
  nChanged 8
		SP:Iteration 105Q (46179.840000 sec): 3 clusters
  Score: Raw -9310105.576952 + Penalty 3655.179052 = -9306450.397900
  nChanged 11
		SP:Iteration 106Q (46180.330000 sec): 3 clusters
  Score: Raw -9310108.512439 + Penalty 3655.179052 = -9306453.333388
  nChanged 10
		SP:Iteration 107Q (46180.850000 sec): 3 clusters
  Score: Raw -9310110.557264 + Penalty 3655.179052 = -9306455.378212
  nChanged 8
		SP:Iteration 108Q (46181.380000 sec): 3 clusters
  Score: Raw -9310111.984362 + Penalty 3655.179052 = -9306456.805311
  nChanged 7
		SP:Iteration 109Q (46181.910000 sec): 3 clusters
  Score: Raw -9310113.340897 + Penalty 3655.179052 = -9306458.161845
  nChanged 7
		SP:Iteration 110Q (46182.430000 sec): 3 clusters
  Score: Raw -9310114.290723 + Penalty 3655.179052 = -9306459.111671
  nChanged 6
		SP:Iteration 111Q (46182.910000 sec): 3 clusters
  Score: Raw -9310115.412106 + Penalty 3655.179052 = -9306460.233054
  nChanged 5
		SP:Iteration 112Q (46183.400000 sec): 3 clusters
  Score: Raw -9310116.276918 + Penalty 3655.179052 = -9306461.097866
  nChanged 4
		SP:Iteration 113Q (46183.900000 sec): 3 clusters
  Score: Raw -9310117.263135 + Penalty 3655.179052 = -9306462.084083
  nChanged 5
		SP:Iteration 114Q (46184.420000 sec): 3 clusters
  Score: Raw -9310118.490705 + Penalty 3655.179052 = -9306463.311654
  nChanged 6
		SP:Iteration 115Q (46184.860000 sec): 3 clusters
  Score: Raw -9310119.559387 + Penalty 3655.179052 = -9306464.380335
  nChanged 6
		SP:Iteration 116Q (46185.420000 sec): 3 clusters
  Score: Raw -9310120.407796 + Penalty 3655.179052 = -9306465.228744
  nChanged 3
		SP:Iteration 117Q (46185.950000 sec): 3 clusters
  Score: Raw -9310121.074713 + Penalty 3655.179052 = -9306465.895662
  nChanged 2
		SP:Iteration 118Q (46186.520000 sec): 3 clusters
  Score: Raw -9310121.589303 + Penalty 3655.179052 = -9306466.410252
  nChanged 1
		SP:Iteration 119Q (46187.100000 sec): 3 clusters
  Score: Raw -9310121.664614 + Penalty 3655.179052 = -9306466.485562
  nChanged 2
		SP:Iteration 120F (46187.670000 sec): 3 clusters
  Score: Raw -9310122.428523 + Penalty 3655.179052 = -9306467.249472
  nChanged 5
		SP:Iteration 121Q (46188.130000 sec): 3 clusters
  Score: Raw -9310123.401206 + Penalty 3655.179052 = -9306468.222154
  nChanged 5
		SP:Iteration 122Q (46188.680000 sec): 3 clusters
  Score: Raw -9310124.405612 + Penalty 3655.179052 = -9306469.226560
  nChanged 3
		SP:Iteration 123Q (46189.220000 sec): 3 clusters
  Score: Raw -9310124.906086 + Penalty 3655.179052 = -9306469.727035
  nChanged 1
		SP:Iteration 124Q (46189.730000 sec): 3 clusters
  Score: Raw -9310125.157650 + Penalty 3655.179052 = -9306469.978598
  nChanged 0
		SP:Iteration 125F (46190.280000 sec): 3 clusters
  Score: Raw -9310125.157650 + Penalty 3655.179052 = -9306469.978598
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (17442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46190.450000 sec): 2 clusters
  Score: Raw -2020181.614911 + Penalty 1587.078410 = -2018594.536501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46190.750000 sec): 3 clusters
  Score: Raw -2009911.341072 + Penalty 3174.156820 = -2006737.184252
  nChanged 7762
		SP:Iteration 1F (46191.020000 sec): 3 clusters
  Score: Raw -2014166.483341 + Penalty 3174.156820 = -2010992.326521
  nChanged 1000
		SP:Iteration 2F (46191.260000 sec): 3 clusters
  Score: Raw -2014601.146466 + Penalty 3174.156820 = -2011426.989646
  nChanged 951
		SP:Iteration 3F (46191.510000 sec): 3 clusters
  Score: Raw -2015086.161348 + Penalty 3174.156820 = -2011912.004528
  nChanged 1033
		SP:Iteration 4F (46191.770000 sec): 3 clusters
  Score: Raw -2015670.369371 + Penalty 3174.156820 = -2012496.212551
  nChanged 1109
		SP:Iteration 5F (46192.050000 sec): 3 clusters
  Score: Raw -2016380.195328 + Penalty 3174.156820 = -2013206.038508
  nChanged 1131
		SP:Iteration 6F (46192.440000 sec): 3 clusters
  Score: Raw -2017169.890852 + Penalty 3174.156820 = -2013995.734032
  nChanged 995
		SP:Iteration 7F (46192.750000 sec): 3 clusters
  Score: Raw -2017904.853011 + Penalty 3174.156820 = -2014730.696191
  nChanged 844
		SP:Iteration 8Q (46193.010000 sec): 3 clusters
  Score: Raw -2018563.856653 + Penalty 3174.156820 = -2015389.699833
  nChanged 681
		SP:Iteration 9Q (46193.320000 sec): 3 clusters
  Score: Raw -2019051.779989 + Penalty 3174.156820 = -2015877.623168
  nChanged 526
		SP:Iteration 10Q (46193.590000 sec): 3 clusters
  Score: Raw -2019380.152823 + Penalty 3174.156820 = -2016205.996003
  nChanged 403
		SP:Iteration 11Q (46193.840000 sec): 3 clusters
  Score: Raw -2019610.748020 + Penalty 3174.156820 = -2016436.591200
  nChanged 326
		SP:Iteration 12Q (46194.130000 sec): 3 clusters
  Score: Raw -2019796.130815 + Penalty 3174.156820 = -2016621.973995
  nChanged 301
		SP:Iteration 13Q (46194.350000 sec): 3 clusters
  Score: Raw -2019981.408496 + Penalty 3174.156820 = -2016807.251676
  nChanged 243
		SP:Iteration 14Q (46194.600000 sec): 3 clusters
  Score: Raw -2020114.245572 + Penalty 3174.156820 = -2016940.088752
  nChanged 212
		SP:Iteration 15Q (46194.880000 sec): 3 clusters
  Score: Raw -2020206.259768 + Penalty 3174.156820 = -2017032.102948
  nChanged 167
		SP:Iteration 16Q (46195.150000 sec): 3 clusters
  Score: Raw -2020269.065978 + Penalty 3174.156820 = -2017094.909158
  nChanged 127
		SP:Iteration 17Q (46195.480000 sec): 3 clusters
  Score: Raw -2020311.766807 + Penalty 3174.156820 = -2017137.609986
  nChanged 106
		SP:Iteration 18Q (46195.750000 sec): 3 clusters
  Score: Raw -2020342.127016 + Penalty 3174.156820 = -2017167.970196
  nChanged 98
		SP:Iteration 19Q (46195.980000 sec): 3 clusters
  Score: Raw -2020372.116459 + Penalty 3174.156820 = -2017197.959639
  nChanged 82
		SP:Iteration 20F (46196.270000 sec): 3 clusters
  Score: Raw -2020395.147636 + Penalty 3174.156820 = -2017220.990816
  nChanged 61
		SP:Iteration 21Q (46196.540000 sec): 3 clusters
  Score: Raw -2020413.581172 + Penalty 3174.156820 = -2017239.424352
  nChanged 66
		SP:Iteration 22Q (46196.720000 sec): 3 clusters
  Score: Raw -2020437.438935 + Penalty 3174.156820 = -2017263.282115
  nChanged 70
		SP:Iteration 23Q (46196.950000 sec): 3 clusters
  Score: Raw -2020460.599819 + Penalty 3174.156820 = -2017286.442999
  nChanged 72
		SP:Iteration 24Q (46197.140000 sec): 3 clusters
  Score: Raw -2020479.575987 + Penalty 3174.156820 = -2017305.419167
  nChanged 60
		SP:Iteration 25Q (46197.410000 sec): 3 clusters
  Score: Raw -2020493.777807 + Penalty 3174.156820 = -2017319.620986
  nChanged 55
		SP:Iteration 26Q (46197.700000 sec): 3 clusters
  Score: Raw -2020505.186034 + Penalty 3174.156820 = -2017331.029214
  nChanged 43
		SP:Iteration 27Q (46197.980000 sec): 3 clusters
  Score: Raw -2020514.526802 + Penalty 3174.156820 = -2017340.369981
  nChanged 49
		SP:Iteration 28Q (46198.220000 sec): 3 clusters
  Score: Raw -2020524.792157 + Penalty 3174.156820 = -2017350.635337
  nChanged 38
		SP:Iteration 29Q (46198.500000 sec): 3 clusters
  Score: Raw -2020532.274083 + Penalty 3174.156820 = -2017358.117263
  nChanged 37
		SP:Iteration 30Q (46198.750000 sec): 3 clusters
  Score: Raw -2020538.420803 + Penalty 3174.156820 = -2017364.263983
  nChanged 33
		SP:Iteration 31Q (46199.020000 sec): 3 clusters
  Score: Raw -2020544.709881 + Penalty 3174.156820 = -2017370.553061
  nChanged 38
		SP:Iteration 32Q (46199.320000 sec): 3 clusters
  Score: Raw -2020552.432831 + Penalty 3174.156820 = -2017378.276011
  nChanged 28
		SP:Iteration 33Q (46199.630000 sec): 3 clusters
  Score: Raw -2020557.873178 + Penalty 3174.156820 = -2017383.716358
  nChanged 27
		SP:Iteration 34Q (46199.860000 sec): 3 clusters
  Score: Raw -2020562.629568 + Penalty 3174.156820 = -2017388.472748
  nChanged 29
		SP:Iteration 35Q (46200.120000 sec): 3 clusters
  Score: Raw -2020567.573088 + Penalty 3174.156820 = -2017393.416267
  nChanged 17
		SP:Iteration 36Q (46200.360000 sec): 3 clusters
  Score: Raw -2020569.254245 + Penalty 3174.156820 = -2017395.097425
  nChanged 7
		SP:Iteration 37Q (46200.610000 sec): 3 clusters
  Score: Raw -2020570.142007 + Penalty 3174.156820 = -2017395.985187
  nChanged 5
		SP:Iteration 38Q (46200.820000 sec): 3 clusters
  Score: Raw -2020570.898994 + Penalty 3174.156820 = -2017396.742174
  nChanged 5
		SP:Iteration 39Q (46201.110000 sec): 3 clusters
  Score: Raw -2020571.614685 + Penalty 3174.156820 = -2017397.457865
  nChanged 9
		SP:Iteration 40F (46201.320000 sec): 3 clusters
  Score: Raw -2020572.766914 + Penalty 3174.156820 = -2017398.610094
  nChanged 11
		SP:Iteration 41Q (46201.570000 sec): 3 clusters
  Score: Raw -2020574.761080 + Penalty 3174.156820 = -2017400.604260
  nChanged 14
		SP:Iteration 42Q (46201.800000 sec): 3 clusters
  Score: Raw -2020577.146093 + Penalty 3174.156820 = -2017402.989273
  nChanged 15
		SP:Iteration 43Q (46202.030000 sec): 3 clusters
  Score: Raw -2020579.145542 + Penalty 3174.156820 = -2017404.988722
  nChanged 12
		SP:Iteration 44Q (46202.240000 sec): 3 clusters
  Score: Raw -2020581.247228 + Penalty 3174.156820 = -2017407.090408
  nChanged 15
		SP:Iteration 45Q (46202.590000 sec): 3 clusters
  Score: Raw -2020584.401681 + Penalty 3174.156820 = -2017410.244860
  nChanged 17
		SP:Iteration 46Q (46202.890000 sec): 3 clusters
  Score: Raw -2020587.251413 + Penalty 3174.156820 = -2017413.094593
  nChanged 13
		SP:Iteration 47Q (46203.180000 sec): 3 clusters
  Score: Raw -2020589.459876 + Penalty 3174.156820 = -2017415.303056
  nChanged 15
		SP:Iteration 48Q (46203.440000 sec): 3 clusters
  Score: Raw -2020591.661605 + Penalty 3174.156820 = -2017417.504785
  nChanged 10
		SP:Iteration 49Q (46203.720000 sec): 3 clusters
  Score: Raw -2020592.795737 + Penalty 3174.156820 = -2017418.638916
  nChanged 10
		SP:Iteration 50Q (46204.020000 sec): 3 clusters
  Score: Raw -2020594.311352 + Penalty 3174.156820 = -2017420.154532
  nChanged 7
		SP:Iteration 51Q (46204.220000 sec): 3 clusters
  Score: Raw -2020595.012875 + Penalty 3174.156820 = -2017420.856055
  nChanged 6
		SP:Iteration 52Q (46204.520000 sec): 3 clusters
  Score: Raw -2020595.751022 + Penalty 3174.156820 = -2017421.594202
  nChanged 3
		SP:Iteration 53Q (46204.840000 sec): 3 clusters
  Score: Raw -2020596.244299 + Penalty 3174.156820 = -2017422.087479
  nChanged 3
		SP:Iteration 54Q (46205.120000 sec): 3 clusters
  Score: Raw -2020596.768722 + Penalty 3174.156820 = -2017422.611902
  nChanged 2
		SP:Iteration 55Q (46205.320000 sec): 3 clusters
  Score: Raw -2020597.033041 + Penalty 3174.156820 = -2017422.876221
  nChanged 1
		SP:Iteration 56Q (46205.640000 sec): 3 clusters
  Score: Raw -2020597.084439 + Penalty 3174.156820 = -2017422.927619
  nChanged 0
		SP:Iteration 57F (46205.880000 sec): 3 clusters
  Score: Raw -2020597.084439 + Penalty 3174.156820 = -2017422.927619
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46205.970000 sec): 2 clusters
  Score: Raw -255877.462384 + Penalty 1253.126709 = -254624.335675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46206.190000 sec): 3 clusters
  Score: Raw -254919.670365 + Penalty 2506.253418 = -252413.416946
  nChanged 809
		SP:Iteration 1F (46206.340000 sec): 3 clusters
  Score: Raw -255418.390135 + Penalty 2506.253418 = -252912.136716
  nChanged 180
		SP:Iteration 2F (46206.520000 sec): 3 clusters
  Score: Raw -255556.208502 + Penalty 2506.253418 = -253049.955084
  nChanged 124
		SP:Iteration 3F (46206.680000 sec): 3 clusters
  Score: Raw -255678.822943 + Penalty 2506.253418 = -253172.569524
  nChanged 134
		SP:Iteration 4F (46206.860000 sec): 3 clusters
  Score: Raw -255814.388850 + Penalty 2506.253418 = -253308.135431
  nChanged 140
		SP:Iteration 5F (46207.030000 sec): 3 clusters
  Score: Raw -255942.729381 + Penalty 2506.253418 = -253436.475963
  nChanged 104
		SP:Iteration 6Q (46207.180000 sec): 3 clusters
  Score: Raw -256033.969607 + Penalty 2506.253418 = -253527.716189
  nChanged 94
		SP:Iteration 7Q (46207.340000 sec): 3 clusters
  Score: Raw -256120.069244 + Penalty 2506.253418 = -253613.815825
  nChanged 78
		SP:Iteration 8Q (46207.540000 sec): 3 clusters
  Score: Raw -256208.258419 + Penalty 2506.253418 = -253702.005001
  nChanged 75
		SP:Iteration 9Q (46207.740000 sec): 3 clusters
  Score: Raw -256287.492949 + Penalty 2506.253418 = -253781.239531
  nChanged 57
		SP:Iteration 10Q (46207.950000 sec): 3 clusters
  Score: Raw -256346.883950 + Penalty 2506.253418 = -253840.630532
  nChanged 47
		SP:Iteration 11Q (46208.120000 sec): 3 clusters
  Score: Raw -256389.030986 + Penalty 2506.253418 = -253882.777568
  nChanged 35
		SP:Iteration 12Q (46208.300000 sec): 3 clusters
  Score: Raw -256428.197925 + Penalty 2506.253418 = -253921.944506
  nChanged 42
		SP:Iteration 13Q (46208.490000 sec): 3 clusters
  Score: Raw -256468.914440 + Penalty 2506.253418 = -253962.661021
  nChanged 45
		SP:Iteration 14Q (46208.720000 sec): 3 clusters
  Score: Raw -256508.160836 + Penalty 2506.253418 = -254001.907418
  nChanged 31
		SP:Iteration 15Q (46208.890000 sec): 3 clusters
  Score: Raw -256529.922106 + Penalty 2506.253418 = -254023.668688
  nChanged 19
		SP:Iteration 16Q (46209.110000 sec): 3 clusters
  Score: Raw -256539.284170 + Penalty 2506.253418 = -254033.030752
  nChanged 13
		SP:Iteration 17Q (46209.280000 sec): 3 clusters
  Score: Raw -256546.555242 + Penalty 2506.253418 = -254040.301823
  nChanged 12
		SP:Iteration 18Q (46209.460000 sec): 3 clusters
  Score: Raw -256551.699805 + Penalty 2506.253418 = -254045.446387
  nChanged 8
		SP:Iteration 19Q (46209.610000 sec): 3 clusters
  Score: Raw -256555.305191 + Penalty 2506.253418 = -254049.051772
  nChanged 5
		SP:Iteration 20F (46209.810000 sec): 3 clusters
  Score: Raw -256557.881679 + Penalty 2506.253418 = -254051.628260
  nChanged 5
		SP:Iteration 21Q (46209.980000 sec): 3 clusters
  Score: Raw -256560.159699 + Penalty 2506.253418 = -254053.906281
  nChanged 2
		SP:Iteration 22Q (46210.150000 sec): 3 clusters
  Score: Raw -256561.466471 + Penalty 2506.253418 = -254055.213052
  nChanged 5
		SP:Iteration 23Q (46210.320000 sec): 3 clusters
  Score: Raw -256563.178142 + Penalty 2506.253418 = -254056.924724
  nChanged 0
		SP:Iteration 24F (46210.500000 sec): 3 clusters
  Score: Raw -256563.178142 + Penalty 2506.253418 = -254056.924724
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46210.620000 sec): 2 clusters
  Score: Raw -427880.545071 + Penalty 1336.208596 = -426544.336475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46210.810000 sec): 3 clusters
  Score: Raw -425991.324946 + Penalty 2672.417193 = -423318.907754
  nChanged 1483
		SP:Iteration 1F (46210.970000 sec): 3 clusters
  Score: Raw -426893.178108 + Penalty 2672.417193 = -424220.760915
  nChanged 321
		SP:Iteration 2F (46211.180000 sec): 3 clusters
  Score: Raw -427104.760436 + Penalty 2672.417193 = -424432.343244
  nChanged 197
		SP:Iteration 3F (46211.340000 sec): 3 clusters
  Score: Raw -427217.795087 + Penalty 2672.417193 = -424545.377894
  nChanged 135
		SP:Iteration 4Q (46211.530000 sec): 3 clusters
  Score: Raw -427298.715490 + Penalty 2672.417193 = -424626.298297
  nChanged 139
		SP:Iteration 5Q (46211.680000 sec): 3 clusters
  Score: Raw -427403.662811 + Penalty 2672.417193 = -424731.245618
  nChanged 132
		SP:Iteration 6Q (46211.840000 sec): 3 clusters
  Score: Raw -427498.655962 + Penalty 2672.417193 = -424826.238769
  nChanged 119
		SP:Iteration 7Q (46212.020000 sec): 3 clusters
  Score: Raw -427570.544109 + Penalty 2672.417193 = -424898.126916
  nChanged 101
		SP:Iteration 8Q (46212.200000 sec): 3 clusters
  Score: Raw -427625.331476 + Penalty 2672.417193 = -424952.914283
  nChanged 104
		SP:Iteration 9Q (46212.340000 sec): 3 clusters
  Score: Raw -427681.967820 + Penalty 2672.417193 = -425009.550627
  nChanged 90
		SP:Iteration 10Q (46212.540000 sec): 3 clusters
  Score: Raw -427722.177043 + Penalty 2672.417193 = -425049.759850
  nChanged 77
		SP:Iteration 11Q (46212.720000 sec): 3 clusters
  Score: Raw -427767.619416 + Penalty 2672.417193 = -425095.202224
  nChanged 77
		SP:Iteration 12Q (46212.890000 sec): 3 clusters
  Score: Raw -427807.009343 + Penalty 2672.417193 = -425134.592150
  nChanged 62
		SP:Iteration 13Q (46213.060000 sec): 3 clusters
  Score: Raw -427839.117386 + Penalty 2672.417193 = -425166.700193
  nChanged 39
		SP:Iteration 14Q (46213.290000 sec): 3 clusters
  Score: Raw -427859.973568 + Penalty 2672.417193 = -425187.556376
  nChanged 36
		SP:Iteration 15Q (46213.520000 sec): 3 clusters
  Score: Raw -427875.733389 + Penalty 2672.417193 = -425203.316197
  nChanged 30
		SP:Iteration 16Q (46213.690000 sec): 3 clusters
  Score: Raw -427885.901189 + Penalty 2672.417193 = -425213.483996
  nChanged 24
		SP:Iteration 17Q (46213.900000 sec): 3 clusters
  Score: Raw -427897.524193 + Penalty 2672.417193 = -425225.107001
  nChanged 19
		SP:Iteration 18Q (46214.060000 sec): 3 clusters
  Score: Raw -427905.005481 + Penalty 2672.417193 = -425232.588289
  nChanged 22
		SP:Iteration 19Q (46214.330000 sec): 3 clusters
  Score: Raw -427914.612048 + Penalty 2672.417193 = -425242.194855
  nChanged 21
		SP:Iteration 20F (46214.560000 sec): 3 clusters
  Score: Raw -427925.869879 + Penalty 2672.417193 = -425253.452687
  nChanged 26
		SP:Iteration 21Q (46214.740000 sec): 3 clusters
  Score: Raw -427937.091129 + Penalty 2672.417193 = -425264.673936
  nChanged 33
		SP:Iteration 22Q (46214.930000 sec): 3 clusters
  Score: Raw -427954.359506 + Penalty 2672.417193 = -425281.942314
  nChanged 34
		SP:Iteration 23Q (46215.100000 sec): 3 clusters
  Score: Raw -427969.835125 + Penalty 2672.417193 = -425297.417933
  nChanged 24
		SP:Iteration 24Q (46215.260000 sec): 3 clusters
  Score: Raw -427984.490814 + Penalty 2672.417193 = -425312.073621
  nChanged 28
		SP:Iteration 25Q (46215.460000 sec): 3 clusters
  Score: Raw -428002.164581 + Penalty 2672.417193 = -425329.747389
  nChanged 34
		SP:Iteration 26Q (46215.660000 sec): 3 clusters
  Score: Raw -428027.006258 + Penalty 2672.417193 = -425354.589065
  nChanged 43
		SP:Iteration 27Q (46215.860000 sec): 3 clusters
  Score: Raw -428061.132851 + Penalty 2672.417193 = -425388.715659
  nChanged 33
		SP:Iteration 28Q (46216.090000 sec): 3 clusters
  Score: Raw -428086.413117 + Penalty 2672.417193 = -425413.995924
  nChanged 33
		SP:Iteration 29Q (46216.280000 sec): 3 clusters
  Score: Raw -428110.176204 + Penalty 2672.417193 = -425437.759012
  nChanged 26
		SP:Iteration 30Q (46216.480000 sec): 3 clusters
  Score: Raw -428127.576498 + Penalty 2672.417193 = -425455.159305
  nChanged 21
		SP:Iteration 31Q (46216.680000 sec): 3 clusters
  Score: Raw -428142.120842 + Penalty 2672.417193 = -425469.703649
  nChanged 24
		SP:Iteration 32Q (46216.880000 sec): 3 clusters
  Score: Raw -428157.517091 + Penalty 2672.417193 = -425485.099899
  nChanged 13
		SP:Iteration 33Q (46217.010000 sec): 3 clusters
  Score: Raw -428166.222099 + Penalty 2672.417193 = -425493.804907
  nChanged 16
		SP:Iteration 34Q (46217.220000 sec): 3 clusters
  Score: Raw -428175.694037 + Penalty 2672.417193 = -425503.276844
  nChanged 17
		SP:Iteration 35Q (46217.400000 sec): 3 clusters
  Score: Raw -428186.894314 + Penalty 2672.417193 = -425514.477121
  nChanged 20
		SP:Iteration 36Q (46217.590000 sec): 3 clusters
  Score: Raw -428203.941785 + Penalty 2672.417193 = -425531.524592
  nChanged 16
		SP:Iteration 37Q (46217.790000 sec): 3 clusters
  Score: Raw -428213.386858 + Penalty 2672.417193 = -425540.969666
  nChanged 7
		SP:Iteration 38Q (46217.980000 sec): 3 clusters
  Score: Raw -428217.016039 + Penalty 2672.417193 = -425544.598846
  nChanged 8
		SP:Iteration 39Q (46218.180000 sec): 3 clusters
  Score: Raw -428222.069249 + Penalty 2672.417193 = -425549.652057
  nChanged 7
		SP:Iteration 40F (46218.400000 sec): 3 clusters
  Score: Raw -428225.725265 + Penalty 2672.417193 = -425553.308072
  nChanged 7
		SP:Iteration 41Q (46218.600000 sec): 3 clusters
  Score: Raw -428229.833552 + Penalty 2672.417193 = -425557.416359
  nChanged 8
		SP:Iteration 42Q (46218.820000 sec): 3 clusters
  Score: Raw -428234.131890 + Penalty 2672.417193 = -425561.714697
  nChanged 5
		SP:Iteration 43Q (46219.010000 sec): 3 clusters
  Score: Raw -428236.732451 + Penalty 2672.417193 = -425564.315259
  nChanged 5
		SP:Iteration 44Q (46219.220000 sec): 3 clusters
  Score: Raw -428239.540455 + Penalty 2672.417193 = -425567.123263
  nChanged 7
		SP:Iteration 45Q (46219.350000 sec): 3 clusters
  Score: Raw -428242.718034 + Penalty 2672.417193 = -425570.300841
  nChanged 7
		SP:Iteration 46Q (46219.510000 sec): 3 clusters
  Score: Raw -428248.542850 + Penalty 2672.417193 = -425576.125657
  nChanged 7
		SP:Iteration 47Q (46219.730000 sec): 3 clusters
  Score: Raw -428256.325079 + Penalty 2672.417193 = -425583.907887
  nChanged 9
		SP:Iteration 48Q (46219.940000 sec): 3 clusters
  Score: Raw -428264.728058 + Penalty 2672.417193 = -425592.310866
  nChanged 6
		SP:Iteration 49Q (46220.110000 sec): 3 clusters
  Score: Raw -428267.190402 + Penalty 2672.417193 = -425594.773209
  nChanged 2
		SP:Iteration 50Q (46220.350000 sec): 3 clusters
  Score: Raw -428268.357036 + Penalty 2672.417193 = -425595.939843
  nChanged 1
		SP:Iteration 51Q (46220.500000 sec): 3 clusters
  Score: Raw -428268.930677 + Penalty 2672.417193 = -425596.513484
  nChanged 0
		SP:Iteration 52F (46220.710000 sec): 3 clusters
  Score: Raw -428268.930677 + Penalty 2672.417193 = -425596.513484
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46220.870000 sec): 2 clusters
  Score: Raw -1123923.915471 + Penalty 1485.671967 = -1122438.243504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46221.110000 sec): 3 clusters
  Score: Raw -1118672.210341 + Penalty 2971.343934 = -1115700.866407
  nChanged 4050
		SP:Iteration 1F (46221.330000 sec): 3 clusters
  Score: Raw -1120824.742311 + Penalty 2971.343934 = -1117853.398377
  nChanged 621
		SP:Iteration 2F (46221.550000 sec): 3 clusters
  Score: Raw -1121169.498304 + Penalty 2971.343934 = -1118198.154370
  nChanged 588
		SP:Iteration 3F (46221.780000 sec): 3 clusters
  Score: Raw -1121512.180321 + Penalty 2971.343934 = -1118540.836387
  nChanged 563
		SP:Iteration 4F (46221.990000 sec): 3 clusters
  Score: Raw -1121838.566861 + Penalty 2971.343934 = -1118867.222927
  nChanged 542
		SP:Iteration 5F (46222.190000 sec): 3 clusters
  Score: Raw -1122193.335832 + Penalty 2971.343934 = -1119221.991898
  nChanged 597
		SP:Iteration 6F (46222.420000 sec): 3 clusters
  Score: Raw -1122617.660993 + Penalty 2971.343934 = -1119646.317059
  nChanged 555
		SP:Iteration 7F (46222.670000 sec): 3 clusters
  Score: Raw -1123014.466833 + Penalty 2971.343934 = -1120043.122899
  nChanged 425
		SP:Iteration 8Q (46222.890000 sec): 3 clusters
  Score: Raw -1123268.501831 + Penalty 2971.343934 = -1120297.157897
  nChanged 314
		SP:Iteration 9Q (46223.090000 sec): 3 clusters
  Score: Raw -1123447.729223 + Penalty 2971.343934 = -1120476.385289
  nChanged 234
		SP:Iteration 10Q (46223.320000 sec): 3 clusters
  Score: Raw -1123579.521037 + Penalty 2971.343934 = -1120608.177103
  nChanged 189
		SP:Iteration 11Q (46223.530000 sec): 3 clusters
  Score: Raw -1123678.856680 + Penalty 2971.343934 = -1120707.512746
  nChanged 173
		SP:Iteration 12Q (46223.720000 sec): 3 clusters
  Score: Raw -1123757.899030 + Penalty 2971.343934 = -1120786.555096
  nChanged 121
		SP:Iteration 13Q (46223.970000 sec): 3 clusters
  Score: Raw -1123807.700016 + Penalty 2971.343934 = -1120836.356082
  nChanged 93
		SP:Iteration 14Q (46224.170000 sec): 3 clusters
  Score: Raw -1123847.261221 + Penalty 2971.343934 = -1120875.917287
  nChanged 92
		SP:Iteration 15Q (46224.390000 sec): 3 clusters
  Score: Raw -1123882.870896 + Penalty 2971.343934 = -1120911.526962
  nChanged 82
		SP:Iteration 16Q (46224.610000 sec): 3 clusters
  Score: Raw -1123911.719048 + Penalty 2971.343934 = -1120940.375114
  nChanged 70
		SP:Iteration 17Q (46224.810000 sec): 3 clusters
  Score: Raw -1123935.594354 + Penalty 2971.343934 = -1120964.250420
  nChanged 54
		SP:Iteration 18Q (46225.030000 sec): 3 clusters
  Score: Raw -1123954.756886 + Penalty 2971.343934 = -1120983.412952
  nChanged 54
		SP:Iteration 19Q (46225.270000 sec): 3 clusters
  Score: Raw -1123973.174238 + Penalty 2971.343934 = -1121001.830304
  nChanged 44
		SP:Iteration 20F (46225.470000 sec): 3 clusters
  Score: Raw -1123989.000145 + Penalty 2971.343934 = -1121017.656212
  nChanged 47
		SP:Iteration 21Q (46225.680000 sec): 3 clusters
  Score: Raw -1124006.105342 + Penalty 2971.343934 = -1121034.761408
  nChanged 51
		SP:Iteration 22Q (46225.840000 sec): 3 clusters
  Score: Raw -1124025.856981 + Penalty 2971.343934 = -1121054.513047
  nChanged 52
		SP:Iteration 23Q (46226.010000 sec): 3 clusters
  Score: Raw -1124044.257779 + Penalty 2971.343934 = -1121072.913845
  nChanged 44
		SP:Iteration 24Q (46226.210000 sec): 3 clusters
  Score: Raw -1124057.339558 + Penalty 2971.343934 = -1121085.995624
  nChanged 40
		SP:Iteration 25Q (46226.400000 sec): 3 clusters
  Score: Raw -1124068.462655 + Penalty 2971.343934 = -1121097.118722
  nChanged 36
		SP:Iteration 26Q (46226.610000 sec): 3 clusters
  Score: Raw -1124079.529530 + Penalty 2971.343934 = -1121108.185596
  nChanged 29
		SP:Iteration 27Q (46226.850000 sec): 3 clusters
  Score: Raw -1124087.393658 + Penalty 2971.343934 = -1121116.049724
  nChanged 26
		SP:Iteration 28Q (46227.070000 sec): 3 clusters
  Score: Raw -1124094.099469 + Penalty 2971.343934 = -1121122.755535
  nChanged 22
		SP:Iteration 29Q (46227.310000 sec): 3 clusters
  Score: Raw -1124100.793738 + Penalty 2971.343934 = -1121129.449804
  nChanged 19
		SP:Iteration 30Q (46227.520000 sec): 3 clusters
  Score: Raw -1124106.981421 + Penalty 2971.343934 = -1121135.637487
  nChanged 20
		SP:Iteration 31Q (46227.760000 sec): 3 clusters
  Score: Raw -1124111.720901 + Penalty 2971.343934 = -1121140.376967
  nChanged 13
		SP:Iteration 32Q (46228.000000 sec): 3 clusters
  Score: Raw -1124115.209360 + Penalty 2971.343934 = -1121143.865426
  nChanged 19
		SP:Iteration 33Q (46228.200000 sec): 3 clusters
  Score: Raw -1124120.115099 + Penalty 2971.343934 = -1121148.771165
  nChanged 19
		SP:Iteration 34Q (46228.420000 sec): 3 clusters
  Score: Raw -1124124.924781 + Penalty 2971.343934 = -1121153.580847
  nChanged 14
		SP:Iteration 35Q (46228.650000 sec): 3 clusters
  Score: Raw -1124129.704837 + Penalty 2971.343934 = -1121158.360903
  nChanged 20
		SP:Iteration 36Q (46228.860000 sec): 3 clusters
  Score: Raw -1124134.883218 + Penalty 2971.343934 = -1121163.539284
  nChanged 17
		SP:Iteration 37Q (46229.060000 sec): 3 clusters
  Score: Raw -1124139.074331 + Penalty 2971.343934 = -1121167.730397
  nChanged 19
		SP:Iteration 38Q (46229.270000 sec): 3 clusters
  Score: Raw -1124145.321123 + Penalty 2971.343934 = -1121173.977189
  nChanged 21
		SP:Iteration 39Q (46229.440000 sec): 3 clusters
  Score: Raw -1124153.082395 + Penalty 2971.343934 = -1121181.738461
  nChanged 24
		SP:Iteration 40F (46229.690000 sec): 3 clusters
  Score: Raw -1124161.861205 + Penalty 2971.343934 = -1121190.517271
  nChanged 23
		SP:Iteration 41Q (46229.860000 sec): 3 clusters
  Score: Raw -1124170.954427 + Penalty 2971.343934 = -1121199.610493
  nChanged 24
		SP:Iteration 42Q (46230.100000 sec): 3 clusters
  Score: Raw -1124177.640396 + Penalty 2971.343934 = -1121206.296462
  nChanged 25
		SP:Iteration 43Q (46230.320000 sec): 3 clusters
  Score: Raw -1124184.992910 + Penalty 2971.343934 = -1121213.648976
  nChanged 15
		SP:Iteration 44Q (46230.520000 sec): 3 clusters
  Score: Raw -1124190.244119 + Penalty 2971.343934 = -1121218.900185
  nChanged 17
		SP:Iteration 45Q (46230.710000 sec): 3 clusters
  Score: Raw -1124194.662786 + Penalty 2971.343934 = -1121223.318852
  nChanged 11
		SP:Iteration 46Q (46230.910000 sec): 3 clusters
  Score: Raw -1124196.960879 + Penalty 2971.343934 = -1121225.616945
  nChanged 8
		SP:Iteration 47Q (46231.100000 sec): 3 clusters
  Score: Raw -1124198.268093 + Penalty 2971.343934 = -1121226.924159
  nChanged 6
		SP:Iteration 48Q (46231.360000 sec): 3 clusters
  Score: Raw -1124199.867250 + Penalty 2971.343934 = -1121228.523316
  nChanged 5
		SP:Iteration 49Q (46231.560000 sec): 3 clusters
  Score: Raw -1124201.411716 + Penalty 2971.343934 = -1121230.067782
  nChanged 6
		SP:Iteration 50Q (46231.870000 sec): 3 clusters
  Score: Raw -1124202.677987 + Penalty 2971.343934 = -1121231.334053
  nChanged 4
		SP:Iteration 51Q (46232.090000 sec): 3 clusters
  Score: Raw -1124203.387279 + Penalty 2971.343934 = -1121232.043345
  nChanged 1
		SP:Iteration 52Q (46232.270000 sec): 3 clusters
  Score: Raw -1124203.654411 + Penalty 2971.343934 = -1121232.310477
  nChanged 1
		SP:Iteration 53Q (46232.500000 sec): 3 clusters
  Score: Raw -1124203.868872 + Penalty 2971.343934 = -1121232.524938
  nChanged 0
		SP:Iteration 54F (46232.740000 sec): 3 clusters
  Score: Raw -1124203.868872 + Penalty 2971.343934 = -1121232.524938
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46232.870000 sec): 2 clusters
  Score: Raw -1247191.283636 + Penalty 1501.956229 = -1245689.327407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46233.110000 sec): 3 clusters
  Score: Raw -1241331.906574 + Penalty 3003.912458 = -1238327.994116
  nChanged 4474
		SP:Iteration 1F (46233.290000 sec): 3 clusters
  Score: Raw -1243979.579080 + Penalty 3003.912458 = -1240975.666623
  nChanged 698
		SP:Iteration 2F (46233.550000 sec): 3 clusters
  Score: Raw -1244419.556708 + Penalty 3003.912458 = -1241415.644250
  nChanged 685
		SP:Iteration 3F (46233.760000 sec): 3 clusters
  Score: Raw -1244873.188016 + Penalty 3003.912458 = -1241869.275558
  nChanged 623
		SP:Iteration 4F (46233.970000 sec): 3 clusters
  Score: Raw -1245269.961805 + Penalty 3003.912458 = -1242266.049347
  nChanged 594
		SP:Iteration 5F (46234.240000 sec): 3 clusters
  Score: Raw -1245657.243221 + Penalty 3003.912458 = -1242653.330763
  nChanged 574
		SP:Iteration 6F (46234.470000 sec): 3 clusters
  Score: Raw -1246049.994908 + Penalty 3003.912458 = -1243046.082451
  nChanged 549
		SP:Iteration 7F (46234.740000 sec): 3 clusters
  Score: Raw -1246491.355159 + Penalty 3003.912458 = -1243487.442701
  nChanged 530
		SP:Iteration 8F (46234.930000 sec): 3 clusters
  Score: Raw -1246931.263081 + Penalty 3003.912458 = -1243927.350623
  nChanged 421
		SP:Iteration 9Q (46235.150000 sec): 3 clusters
  Score: Raw -1247311.454606 + Penalty 3003.912458 = -1244307.542148
  nChanged 311
		SP:Iteration 10Q (46235.440000 sec): 3 clusters
  Score: Raw -1247576.286162 + Penalty 3003.912458 = -1244572.373705
  nChanged 252
		SP:Iteration 11Q (46235.660000 sec): 3 clusters
  Score: Raw -1247726.118854 + Penalty 3003.912458 = -1244722.206397
  nChanged 166
		SP:Iteration 12Q (46235.890000 sec): 3 clusters
  Score: Raw -1247811.754061 + Penalty 3003.912458 = -1244807.841603
  nChanged 139
		SP:Iteration 13Q (46236.100000 sec): 3 clusters
  Score: Raw -1247873.587411 + Penalty 3003.912458 = -1244869.674953
  nChanged 99
		SP:Iteration 14Q (46236.330000 sec): 3 clusters
  Score: Raw -1247918.240387 + Penalty 3003.912458 = -1244914.327930
  nChanged 86
		SP:Iteration 15Q (46236.590000 sec): 3 clusters
  Score: Raw -1247960.287475 + Penalty 3003.912458 = -1244956.375017
  nChanged 72
		SP:Iteration 16Q (46236.800000 sec): 3 clusters
  Score: Raw -1247985.660093 + Penalty 3003.912458 = -1244981.747636
  nChanged 48
		SP:Iteration 17Q (46237.010000 sec): 3 clusters
  Score: Raw -1248000.100920 + Penalty 3003.912458 = -1244996.188462
  nChanged 41
		SP:Iteration 18Q (46237.230000 sec): 3 clusters
  Score: Raw -1248010.408167 + Penalty 3003.912458 = -1245006.495709
  nChanged 33
		SP:Iteration 19Q (46237.450000 sec): 3 clusters
  Score: Raw -1248018.680804 + Penalty 3003.912458 = -1245014.768346
  nChanged 34
		SP:Iteration 20F (46237.750000 sec): 3 clusters
  Score: Raw -1248028.564109 + Penalty 3003.912458 = -1245024.651651
  nChanged 27
		SP:Iteration 21Q (46238.020000 sec): 3 clusters
  Score: Raw -1248034.135166 + Penalty 3003.912458 = -1245030.222708
  nChanged 26
		SP:Iteration 22Q (46238.280000 sec): 3 clusters
  Score: Raw -1248040.805808 + Penalty 3003.912458 = -1245036.893350
  nChanged 24
		SP:Iteration 23Q (46238.520000 sec): 3 clusters
  Score: Raw -1248048.439857 + Penalty 3003.912458 = -1245044.527400
  nChanged 23
		SP:Iteration 24Q (46238.760000 sec): 3 clusters
  Score: Raw -1248054.640694 + Penalty 3003.912458 = -1245050.728236
  nChanged 22
		SP:Iteration 25Q (46238.960000 sec): 3 clusters
  Score: Raw -1248059.412800 + Penalty 3003.912458 = -1245055.500342
  nChanged 16
		SP:Iteration 26Q (46239.180000 sec): 3 clusters
  Score: Raw -1248062.061625 + Penalty 3003.912458 = -1245058.149167
  nChanged 8
		SP:Iteration 27Q (46239.400000 sec): 3 clusters
  Score: Raw -1248063.748999 + Penalty 3003.912458 = -1245059.836541
  nChanged 5
		SP:Iteration 28Q (46239.660000 sec): 3 clusters
  Score: Raw -1248064.460013 + Penalty 3003.912458 = -1245060.547555
  nChanged 2
		SP:Iteration 29Q (46239.950000 sec): 3 clusters
  Score: Raw -1248064.937918 + Penalty 3003.912458 = -1245061.025460
  nChanged 8
		SP:Iteration 30Q (46240.230000 sec): 3 clusters
  Score: Raw -1248066.242288 + Penalty 3003.912458 = -1245062.329830
  nChanged 5
		SP:Iteration 31Q (46240.440000 sec): 3 clusters
  Score: Raw -1248067.167308 + Penalty 3003.912458 = -1245063.254851
  nChanged 1
		SP:Iteration 32Q (46240.680000 sec): 3 clusters
  Score: Raw -1248067.358516 + Penalty 3003.912458 = -1245063.446058
  nChanged 2
		SP:Iteration 33Q (46240.940000 sec): 3 clusters
  Score: Raw -1248067.517171 + Penalty 3003.912458 = -1245063.604713
  nChanged 2
		SP:Iteration 34Q (46241.140000 sec): 3 clusters
  Score: Raw -1248067.720180 + Penalty 3003.912458 = -1245063.807722
  nChanged 1
		SP:Iteration 35Q (46241.370000 sec): 3 clusters
  Score: Raw -1248067.764774 + Penalty 3003.912458 = -1245063.852316
  nChanged 0
		SP:Iteration 36F (46241.600000 sec): 3 clusters
  Score: Raw -1248067.764774 + Penalty 3003.912458 = -1245063.852316
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (22156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46241.840000 sec): 2 clusters
  Score: Raw -2603894.289355 + Penalty 1625.952838 = -2602268.336517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46242.200000 sec): 3 clusters
  Score: Raw -2590532.897773 + Penalty 3251.905676 = -2587280.992097
  nChanged 10035
		SP:Iteration 1F (46242.610000 sec): 3 clusters
  Score: Raw -2596012.415129 + Penalty 3251.905676 = -2592760.509452
  nChanged 1262
		SP:Iteration 2F (46242.920000 sec): 3 clusters
  Score: Raw -2596565.369570 + Penalty 3251.905676 = -2593313.463894
  nChanged 1280
		SP:Iteration 3F (46243.210000 sec): 3 clusters
  Score: Raw -2597266.915652 + Penalty 3251.905676 = -2594015.009976
  nChanged 1426
		SP:Iteration 4F (46243.500000 sec): 3 clusters
  Score: Raw -2598222.992061 + Penalty 3251.905676 = -2594971.086385
  nChanged 1585
		SP:Iteration 5F (46243.800000 sec): 3 clusters
  Score: Raw -2599314.454829 + Penalty 3251.905676 = -2596062.549153
  nChanged 1554
		SP:Iteration 6F (46244.060000 sec): 3 clusters
  Score: Raw -2600445.519443 + Penalty 3251.905676 = -2597193.613767
  nChanged 1429
		SP:Iteration 7F (46244.340000 sec): 3 clusters
  Score: Raw -2601615.961319 + Penalty 3251.905676 = -2598364.055642
  nChanged 1137
		SP:Iteration 8F (46244.710000 sec): 3 clusters
  Score: Raw -2602663.171976 + Penalty 3251.905676 = -2599411.266300
  nChanged 801
		SP:Iteration 9Q (46244.970000 sec): 3 clusters
  Score: Raw -2603408.057606 + Penalty 3251.905676 = -2600156.151930
  nChanged 529
		SP:Iteration 10Q (46245.300000 sec): 3 clusters
  Score: Raw -2603775.869235 + Penalty 3251.905676 = -2600523.963559
  nChanged 325
		SP:Iteration 11Q (46245.640000 sec): 3 clusters
  Score: Raw -2603936.681613 + Penalty 3251.905676 = -2600684.775937
  nChanged 224
		SP:Iteration 12Q (46245.960000 sec): 3 clusters
  Score: Raw -2604024.278028 + Penalty 3251.905676 = -2600772.372352
  nChanged 174
		SP:Iteration 13Q (46246.280000 sec): 3 clusters
  Score: Raw -2604085.949841 + Penalty 3251.905676 = -2600834.044165
  nChanged 163
		SP:Iteration 14Q (46246.600000 sec): 3 clusters
  Score: Raw -2604140.499972 + Penalty 3251.905676 = -2600888.594296
  nChanged 134
		SP:Iteration 15Q (46246.890000 sec): 3 clusters
  Score: Raw -2604179.589424 + Penalty 3251.905676 = -2600927.683748
  nChanged 112
		SP:Iteration 16Q (46247.150000 sec): 3 clusters
  Score: Raw -2604207.333803 + Penalty 3251.905676 = -2600955.428127
  nChanged 98
		SP:Iteration 17Q (46247.400000 sec): 3 clusters
  Score: Raw -2604231.042905 + Penalty 3251.905676 = -2600979.137228
  nChanged 84
		SP:Iteration 18Q (46247.690000 sec): 3 clusters
  Score: Raw -2604250.926719 + Penalty 3251.905676 = -2600999.021043
  nChanged 75
		SP:Iteration 19Q (46248.000000 sec): 3 clusters
  Score: Raw -2604271.841568 + Penalty 3251.905676 = -2601019.935892
  nChanged 76
		SP:Iteration 20F (46248.310000 sec): 3 clusters
  Score: Raw -2604293.886592 + Penalty 3251.905676 = -2601041.980916
  nChanged 85
		SP:Iteration 21Q (46248.640000 sec): 3 clusters
  Score: Raw -2604321.043039 + Penalty 3251.905676 = -2601069.137363
  nChanged 78
		SP:Iteration 22Q (46248.870000 sec): 3 clusters
  Score: Raw -2604342.019245 + Penalty 3251.905676 = -2601090.113568
  nChanged 61
		SP:Iteration 23Q (46249.160000 sec): 3 clusters
  Score: Raw -2604357.964874 + Penalty 3251.905676 = -2601106.059197
  nChanged 69
		SP:Iteration 24Q (46249.450000 sec): 3 clusters
  Score: Raw -2604378.183084 + Penalty 3251.905676 = -2601126.277408
  nChanged 58
		SP:Iteration 25Q (46249.780000 sec): 3 clusters
  Score: Raw -2604394.476340 + Penalty 3251.905676 = -2601142.570663
  nChanged 47
		SP:Iteration 26Q (46250.060000 sec): 3 clusters
  Score: Raw -2604408.777423 + Penalty 3251.905676 = -2601156.871746
  nChanged 44
		SP:Iteration 27Q (46250.290000 sec): 3 clusters
  Score: Raw -2604424.593919 + Penalty 3251.905676 = -2601172.688243
  nChanged 44
		SP:Iteration 28Q (46250.590000 sec): 3 clusters
  Score: Raw -2604439.592214 + Penalty 3251.905676 = -2601187.686537
  nChanged 43
		SP:Iteration 29Q (46250.910000 sec): 3 clusters
  Score: Raw -2604450.996261 + Penalty 3251.905676 = -2601199.090585
  nChanged 42
		SP:Iteration 30Q (46251.210000 sec): 3 clusters
  Score: Raw -2604461.587370 + Penalty 3251.905676 = -2601209.681694
  nChanged 41
		SP:Iteration 31Q (46251.600000 sec): 3 clusters
  Score: Raw -2604473.477127 + Penalty 3251.905676 = -2601221.571451
  nChanged 38
		SP:Iteration 32Q (46251.890000 sec): 3 clusters
  Score: Raw -2604483.767044 + Penalty 3251.905676 = -2601231.861368
  nChanged 38
		SP:Iteration 33Q (46252.210000 sec): 3 clusters
  Score: Raw -2604493.613063 + Penalty 3251.905676 = -2601241.707387
  nChanged 42
		SP:Iteration 34Q (46252.500000 sec): 3 clusters
  Score: Raw -2604508.598964 + Penalty 3251.905676 = -2601256.693288
  nChanged 42
		SP:Iteration 35Q (46252.820000 sec): 3 clusters
  Score: Raw -2604522.347129 + Penalty 3251.905676 = -2601270.441453
  nChanged 31
		SP:Iteration 36Q (46253.110000 sec): 3 clusters
  Score: Raw -2604529.120839 + Penalty 3251.905676 = -2601277.215163
  nChanged 25
		SP:Iteration 37Q (46253.500000 sec): 3 clusters
  Score: Raw -2604534.935668 + Penalty 3251.905676 = -2601283.029992
  nChanged 21
		SP:Iteration 38Q (46253.770000 sec): 3 clusters
  Score: Raw -2604538.963726 + Penalty 3251.905676 = -2601287.058050
  nChanged 22
		SP:Iteration 39Q (46254.070000 sec): 3 clusters
  Score: Raw -2604542.723708 + Penalty 3251.905676 = -2601290.818032
  nChanged 18
		SP:Iteration 40F (46254.360000 sec): 3 clusters
  Score: Raw -2604546.758208 + Penalty 3251.905676 = -2601294.852531
  nChanged 18
		SP:Iteration 41Q (46254.620000 sec): 3 clusters
  Score: Raw -2604549.885729 + Penalty 3251.905676 = -2601297.980053
  nChanged 16
		SP:Iteration 42Q (46254.920000 sec): 3 clusters
  Score: Raw -2604552.272619 + Penalty 3251.905676 = -2601300.366942
  nChanged 10
		SP:Iteration 43Q (46255.160000 sec): 3 clusters
  Score: Raw -2604554.650778 + Penalty 3251.905676 = -2601302.745102
  nChanged 6
		SP:Iteration 44Q (46255.400000 sec): 3 clusters
  Score: Raw -2604555.881291 + Penalty 3251.905676 = -2601303.975614
  nChanged 5
		SP:Iteration 45Q (46255.680000 sec): 3 clusters
  Score: Raw -2604556.567079 + Penalty 3251.905676 = -2601304.661403
  nChanged 7
		SP:Iteration 46Q (46255.930000 sec): 3 clusters
  Score: Raw -2604557.562108 + Penalty 3251.905676 = -2601305.656432
  nChanged 5
		SP:Iteration 47Q (46256.210000 sec): 3 clusters
  Score: Raw -2604557.947139 + Penalty 3251.905676 = -2601306.041462
  nChanged 1
		SP:Iteration 48Q (46256.440000 sec): 3 clusters
  Score: Raw -2604558.060282 + Penalty 3251.905676 = -2601306.154606
  nChanged 0
		SP:Iteration 49F (46256.770000 sec): 3 clusters
  Score: Raw -2604558.060282 + Penalty 3251.905676 = -2601306.154606
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46256.900000 sec): 2 clusters
  Score: Raw -804023.246746 + Penalty 1430.702831 = -802592.543916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46257.070000 sec): 3 clusters
  Score: Raw -800375.858929 + Penalty 2861.405662 = -797514.453268
  nChanged 2776
		SP:Iteration 1F (46257.310000 sec): 3 clusters
  Score: Raw -801994.672721 + Penalty 2861.405662 = -799133.267059
  nChanged 545
		SP:Iteration 2F (46257.550000 sec): 3 clusters
  Score: Raw -802393.855550 + Penalty 2861.405662 = -799532.449888
  nChanged 449
		SP:Iteration 3F (46257.720000 sec): 3 clusters
  Score: Raw -802706.817002 + Penalty 2861.405662 = -799845.411340
  nChanged 396
		SP:Iteration 4F (46257.940000 sec): 3 clusters
  Score: Raw -802926.628960 + Penalty 2861.405662 = -800065.223299
  nChanged 295
		SP:Iteration 5Q (46258.160000 sec): 3 clusters
  Score: Raw -803085.944249 + Penalty 2861.405662 = -800224.538587
  nChanged 270
		SP:Iteration 6Q (46258.410000 sec): 3 clusters
  Score: Raw -803215.132452 + Penalty 2861.405662 = -800353.726791
  nChanged 221
		SP:Iteration 7Q (46258.600000 sec): 3 clusters
  Score: Raw -803321.120202 + Penalty 2861.405662 = -800459.714541
  nChanged 202
		SP:Iteration 8Q (46258.840000 sec): 3 clusters
  Score: Raw -803418.874183 + Penalty 2861.405662 = -800557.468521
  nChanged 202
		SP:Iteration 9Q (46259.080000 sec): 3 clusters
  Score: Raw -803517.900114 + Penalty 2861.405662 = -800656.494452
  nChanged 188
		SP:Iteration 10Q (46259.260000 sec): 3 clusters
  Score: Raw -803612.453146 + Penalty 2861.405662 = -800751.047484
  nChanged 182
		SP:Iteration 11Q (46259.500000 sec): 3 clusters
  Score: Raw -803703.316663 + Penalty 2861.405662 = -800841.911001
  nChanged 153
		SP:Iteration 12Q (46259.740000 sec): 3 clusters
  Score: Raw -803787.138626 + Penalty 2861.405662 = -800925.732965
  nChanged 141
		SP:Iteration 13Q (46259.960000 sec): 3 clusters
  Score: Raw -803865.814491 + Penalty 2861.405662 = -801004.408829
  nChanged 148
		SP:Iteration 14Q (46260.140000 sec): 3 clusters
  Score: Raw -803940.121807 + Penalty 2861.405662 = -801078.716145
  nChanged 131
		SP:Iteration 15Q (46260.390000 sec): 3 clusters
  Score: Raw -804005.430874 + Penalty 2861.405662 = -801144.025212
  nChanged 114
		SP:Iteration 16Q (46260.600000 sec): 3 clusters
  Score: Raw -804050.194195 + Penalty 2861.405662 = -801188.788534
  nChanged 85
		SP:Iteration 17Q (46260.780000 sec): 3 clusters
  Score: Raw -804079.498951 + Penalty 2861.405662 = -801218.093290
  nChanged 66
		SP:Iteration 18Q (46260.980000 sec): 3 clusters
  Score: Raw -804102.027712 + Penalty 2861.405662 = -801240.622051
  nChanged 71
		SP:Iteration 19Q (46261.160000 sec): 3 clusters
  Score: Raw -804127.054259 + Penalty 2861.405662 = -801265.648597
  nChanged 55
		SP:Iteration 20F (46261.420000 sec): 3 clusters
  Score: Raw -804144.577030 + Penalty 2861.405662 = -801283.171368
  nChanged 46
		SP:Iteration 21Q (46261.630000 sec): 3 clusters
  Score: Raw -804156.594809 + Penalty 2861.405662 = -801295.189148
  nChanged 30
		SP:Iteration 22Q (46261.860000 sec): 3 clusters
  Score: Raw -804164.870562 + Penalty 2861.405662 = -801303.464900
  nChanged 33
		SP:Iteration 23Q (46262.140000 sec): 3 clusters
  Score: Raw -804175.210618 + Penalty 2861.405662 = -801313.804956
  nChanged 29
		SP:Iteration 24Q (46262.360000 sec): 3 clusters
  Score: Raw -804182.783200 + Penalty 2861.405662 = -801321.377538
  nChanged 18
		SP:Iteration 25Q (46262.610000 sec): 3 clusters
  Score: Raw -804186.587582 + Penalty 2861.405662 = -801325.181921
  nChanged 9
		SP:Iteration 26Q (46262.800000 sec): 3 clusters
  Score: Raw -804187.743905 + Penalty 2861.405662 = -801326.338243
  nChanged 4
		SP:Iteration 27Q (46263.020000 sec): 3 clusters
  Score: Raw -804188.530402 + Penalty 2861.405662 = -801327.124740
  nChanged 7
		SP:Iteration 28Q (46263.210000 sec): 3 clusters
  Score: Raw -804190.088253 + Penalty 2861.405662 = -801328.682592
  nChanged 6
		SP:Iteration 29Q (46263.410000 sec): 3 clusters
  Score: Raw -804191.352828 + Penalty 2861.405662 = -801329.947167
  nChanged 6
		SP:Iteration 30Q (46263.570000 sec): 3 clusters
  Score: Raw -804192.714804 + Penalty 2861.405662 = -801331.309142
  nChanged 4
		SP:Iteration 31Q (46263.830000 sec): 3 clusters
  Score: Raw -804193.286282 + Penalty 2861.405662 = -801331.880620
  nChanged 4
		SP:Iteration 32Q (46264.040000 sec): 3 clusters
  Score: Raw -804194.253726 + Penalty 2861.405662 = -801332.848064
  nChanged 5
		SP:Iteration 33Q (46264.200000 sec): 3 clusters
  Score: Raw -804196.079299 + Penalty 2861.405662 = -801334.673638
  nChanged 7
		SP:Iteration 34Q (46264.430000 sec): 3 clusters
  Score: Raw -804198.984908 + Penalty 2861.405662 = -801337.579246
  nChanged 15
		SP:Iteration 35Q (46264.610000 sec): 3 clusters
  Score: Raw -804203.391661 + Penalty 2861.405662 = -801341.985999
  nChanged 6
		SP:Iteration 36Q (46264.790000 sec): 3 clusters
  Score: Raw -804204.929751 + Penalty 2861.405662 = -801343.524090
  nChanged 7
		SP:Iteration 37Q (46265.000000 sec): 3 clusters
  Score: Raw -804206.238646 + Penalty 2861.405662 = -801344.832984
  nChanged 4
		SP:Iteration 38Q (46265.170000 sec): 3 clusters
  Score: Raw -804207.068854 + Penalty 2861.405662 = -801345.663192
  nChanged 6
		SP:Iteration 39Q (46265.360000 sec): 3 clusters
  Score: Raw -804208.274507 + Penalty 2861.405662 = -801346.868846
  nChanged 5
		SP:Iteration 40F (46265.580000 sec): 3 clusters
  Score: Raw -804209.880864 + Penalty 2861.405662 = -801348.475203
  nChanged 5
		SP:Iteration 41Q (46265.740000 sec): 3 clusters
  Score: Raw -804211.072715 + Penalty 2861.405662 = -801349.667053
  nChanged 4
		SP:Iteration 42Q (46265.960000 sec): 3 clusters
  Score: Raw -804212.013568 + Penalty 2861.405662 = -801350.607907
  nChanged 5
		SP:Iteration 43Q (46266.160000 sec): 3 clusters
  Score: Raw -804213.001908 + Penalty 2861.405662 = -801351.596247
  nChanged 5
		SP:Iteration 44Q (46266.340000 sec): 3 clusters
  Score: Raw -804213.829402 + Penalty 2861.405662 = -801352.423740
  nChanged 2
		SP:Iteration 45Q (46266.510000 sec): 3 clusters
  Score: Raw -804214.098821 + Penalty 2861.405662 = -801352.693160
  nChanged 1
		SP:Iteration 46Q (46266.760000 sec): 3 clusters
  Score: Raw -804214.286320 + Penalty 2861.405662 = -801352.880658
  nChanged 1
		SP:Iteration 47Q (46266.950000 sec): 3 clusters
  Score: Raw -804214.482956 + Penalty 2861.405662 = -801353.077294
  nChanged 0
		SP:Iteration 48F (46267.120000 sec): 3 clusters
  Score: Raw -804214.482956 + Penalty 2861.405662 = -801353.077294
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46267.220000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46267.420000 sec): 3 clusters
  Score: Raw -62426.202576 + Penalty 2044.759970 = -60381.442606
  nChanged 119
		SP:Iteration 1F (46267.600000 sec): 3 clusters
  Score: Raw -62622.705807 + Penalty 2044.759970 = -60577.945837
  nChanged 42
		SP:Iteration 2F (46267.800000 sec): 3 clusters
  Score: Raw -62704.811859 + Penalty 2044.759970 = -60660.051889
  nChanged 23
		SP:Iteration 3Q (46267.930000 sec): 3 clusters
  Score: Raw -62740.564823 + Penalty 2044.759970 = -60695.804853
  nChanged 11
		SP:Iteration 4Q (46268.150000 sec): 3 clusters
  Score: Raw -62761.559493 + Penalty 2044.759970 = -60716.799522
  nChanged 5
		SP:Iteration 5Q (46268.310000 sec): 3 clusters
  Score: Raw -62768.095116 + Penalty 2044.759970 = -60723.335146
  nChanged 2
		SP:Iteration 6Q (46268.540000 sec): 3 clusters
  Score: Raw -62770.538016 + Penalty 2044.759970 = -60725.778046
  nChanged 3
		SP:Iteration 7Q (46268.720000 sec): 3 clusters
  Score: Raw -62773.907962 + Penalty 2044.759970 = -60729.147991
  nChanged 3
		SP:Iteration 8Q (46268.890000 sec): 3 clusters
  Score: Raw -62776.613800 + Penalty 2044.759970 = -60731.853830
  nChanged 4
		SP:Iteration 9Q (46269.070000 sec): 3 clusters
  Score: Raw -62782.897680 + Penalty 2044.759970 = -60738.137710
  nChanged 1
		SP:Iteration 10Q (46269.290000 sec): 3 clusters
  Score: Raw -62784.259391 + Penalty 2044.759970 = -60739.499420
  nChanged 1
		SP:Iteration 11Q (46269.480000 sec): 3 clusters
  Score: Raw -62785.265635 + Penalty 2044.759970 = -60740.505664
  nChanged 1
		SP:Iteration 12Q (46269.640000 sec): 3 clusters
  Score: Raw -62786.331701 + Penalty 2044.759970 = -60741.571731
  nChanged 0
		SP:Iteration 13F (46269.860000 sec): 3 clusters
  Score: Raw -62786.331701 + Penalty 2044.759970 = -60741.571731
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46269.970000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46270.140000 sec): 3 clusters
  Score: Raw -65281.151384 + Penalty 2093.307626 = -63187.843759
  nChanged 167
		SP:Iteration 1F (46270.390000 sec): 3 clusters
  Score: Raw -65553.485930 + Penalty 2093.307626 = -63460.178305
  nChanged 66
		SP:Iteration 2F (46270.510000 sec): 3 clusters
  Score: Raw -65707.828710 + Penalty 2093.307626 = -63614.521084
  nChanged 39
		SP:Iteration 3F (46270.660000 sec): 3 clusters
  Score: Raw -65811.153867 + Penalty 2093.307626 = -63717.846241
  nChanged 34
		SP:Iteration 4F (46270.880000 sec): 3 clusters
  Score: Raw -65904.615445 + Penalty 2093.307626 = -63811.307819
  nChanged 23
		SP:Iteration 5Q (46271.040000 sec): 3 clusters
  Score: Raw -65989.562825 + Penalty 2093.307626 = -63896.255200
  nChanged 27
		SP:Iteration 6Q (46271.210000 sec): 3 clusters
  Score: Raw -66121.169084 + Penalty 2093.307626 = -64027.861458
  nChanged 25
		SP:Iteration 7Q (46271.370000 sec): 3 clusters
  Score: Raw -66209.348546 + Penalty 2093.307626 = -64116.040920
  nChanged 17
		SP:Iteration 8Q (46271.600000 sec): 3 clusters
  Score: Raw -66269.228595 + Penalty 2093.307626 = -64175.920969
  nChanged 9
		SP:Iteration 9Q (46271.780000 sec): 3 clusters
  Score: Raw -66312.630038 + Penalty 2093.307626 = -64219.322412
  nChanged 7
		SP:Iteration 10Q (46271.970000 sec): 3 clusters
  Score: Raw -66330.022882 + Penalty 2093.307626 = -64236.715256
  nChanged 6
		SP:Iteration 11Q (46272.180000 sec): 3 clusters
  Score: Raw -66358.662827 + Penalty 2093.307626 = -64265.355201
  nChanged 3
		SP:Iteration 12Q (46272.380000 sec): 3 clusters
  Score: Raw -66363.108270 + Penalty 2093.307626 = -64269.800644
  nChanged 2
		SP:Iteration 13Q (46272.540000 sec): 3 clusters
  Score: Raw -66365.310278 + Penalty 2093.307626 = -64272.002653
  nChanged 1
		SP:Iteration 14Q (46272.740000 sec): 3 clusters
  Score: Raw -66366.208709 + Penalty 2093.307626 = -64272.901084
  nChanged 0
		SP:Iteration 15F (46272.900000 sec): 3 clusters
  Score: Raw -66366.208709 + Penalty 2093.307626 = -64272.901084
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (360633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46274.480000 sec): 2 clusters
  Score: Raw -43178051.484262 + Penalty 2079.287616 = -43175972.196646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46276.250000 sec): 3 clusters
  Score: Raw -42936491.134492 + Penalty 4158.575232 = -42932332.559260
  nChanged 176084
		SP:Iteration 1F (46278.050000 sec): 3 clusters
  Score: Raw -43044237.225519 + Penalty 4158.575232 = -43040078.650287
  nChanged 12467
		SP:Iteration 2Q (46280.170000 sec): 3 clusters
  Score: Raw -43048110.372599 + Penalty 4158.575232 = -43043951.797367
  nChanged 14869
		SP:Iteration 3Q (46282.430000 sec): 3 clusters
  Score: Raw -43053701.499807 + Penalty 4158.575232 = -43049542.924575
  nChanged 16984
		SP:Iteration 4Q (46284.360000 sec): 3 clusters
  Score: Raw -43061001.240786 + Penalty 4158.575232 = -43056842.665554
  nChanged 18504
		SP:Iteration 5F (46286.020000 sec): 3 clusters
  Score: Raw -43069617.552883 + Penalty 4158.575232 = -43065458.977651
  nChanged 18966
		SP:Iteration 6F (46287.810000 sec): 3 clusters
  Score: Raw -43078693.929767 + Penalty 4158.575232 = -43074535.354535
  nChanged 18276
		SP:Iteration 7F (46289.500000 sec): 3 clusters
  Score: Raw -43087586.014209 + Penalty 4158.575232 = -43083427.438976
  nChanged 17526
		SP:Iteration 8Q (46291.390000 sec): 3 clusters
  Score: Raw -43096521.135635 + Penalty 4158.575232 = -43092362.560402
  nChanged 17107
		SP:Iteration 9Q (46293.390000 sec): 3 clusters
  Score: Raw -43106160.226022 + Penalty 4158.575232 = -43102001.650790
  nChanged 17811
		SP:Iteration 10Q (46295.180000 sec): 3 clusters
  Score: Raw -43117306.154998 + Penalty 4158.575232 = -43113147.579766
  nChanged 18915
		SP:Iteration 11F (46296.910000 sec): 3 clusters
  Score: Raw -43129688.826799 + Penalty 4158.575232 = -43125530.251567
  nChanged 18930
		SP:Iteration 12F (46298.620000 sec): 3 clusters
  Score: Raw -43142205.113005 + Penalty 4158.575232 = -43138046.537773
  nChanged 17588
		SP:Iteration 13Q (46300.120000 sec): 3 clusters
  Score: Raw -43153509.408124 + Penalty 4158.575232 = -43149350.832891
  nChanged 14862
		SP:Iteration 14Q (46301.790000 sec): 3 clusters
  Score: Raw -43162507.878215 + Penalty 4158.575232 = -43158349.302982
  nChanged 11508
		SP:Iteration 15Q (46303.460000 sec): 3 clusters
  Score: Raw -43168964.707271 + Penalty 4158.575232 = -43164806.132039
  nChanged 8629
		SP:Iteration 16Q (46305.140000 sec): 3 clusters
  Score: Raw -43173417.437225 + Penalty 4158.575232 = -43169258.861993
  nChanged 6014
		SP:Iteration 17Q (46306.790000 sec): 3 clusters
  Score: Raw -43176220.295607 + Penalty 4158.575232 = -43172061.720375
  nChanged 4175
		SP:Iteration 18Q (46308.230000 sec): 3 clusters
  Score: Raw -43177998.515472 + Penalty 4158.575232 = -43173839.940239
  nChanged 2924
		SP:Iteration 19Q (46309.730000 sec): 3 clusters
  Score: Raw -43179121.628301 + Penalty 4158.575232 = -43174963.053068
  nChanged 1926
		SP:Iteration 20F (46311.460000 sec): 3 clusters
  Score: Raw -43179774.973612 + Penalty 4158.575232 = -43175616.398380
  nChanged 1377
		SP:Iteration 21Q (46313.070000 sec): 3 clusters
  Score: Raw -43180155.330553 + Penalty 4158.575232 = -43175996.755321
  nChanged 1000
		SP:Iteration 22Q (46314.740000 sec): 3 clusters
  Score: Raw -43180380.507935 + Penalty 4158.575232 = -43176221.932703
  nChanged 739
		SP:Iteration 23Q (46316.290000 sec): 3 clusters
  Score: Raw -43180514.243482 + Penalty 4158.575232 = -43176355.668250
  nChanged 555
		SP:Iteration 24Q (46317.840000 sec): 3 clusters
  Score: Raw -43180594.752266 + Penalty 4158.575232 = -43176436.177034
  nChanged 420
		SP:Iteration 25Q (46319.400000 sec): 3 clusters
  Score: Raw -43180651.108978 + Penalty 4158.575232 = -43176492.533745
  nChanged 367
		SP:Iteration 26Q (46321.000000 sec): 3 clusters
  Score: Raw -43180696.089417 + Penalty 4158.575232 = -43176537.514184
  nChanged 293
		SP:Iteration 27Q (46322.620000 sec): 3 clusters
  Score: Raw -43180729.320484 + Penalty 4158.575232 = -43176570.745251
  nChanged 265
		SP:Iteration 28Q (46324.180000 sec): 3 clusters
  Score: Raw -43180757.533271 + Penalty 4158.575232 = -43176598.958038
  nChanged 229
		SP:Iteration 29Q (46325.790000 sec): 3 clusters
  Score: Raw -43180779.991596 + Penalty 4158.575232 = -43176621.416364
  nChanged 184
		SP:Iteration 30Q (46327.450000 sec): 3 clusters
  Score: Raw -43180795.381737 + Penalty 4158.575232 = -43176636.806505
  nChanged 146
		SP:Iteration 31Q (46329.050000 sec): 3 clusters
  Score: Raw -43180805.472096 + Penalty 4158.575232 = -43176646.896864
  nChanged 108
		SP:Iteration 32Q (46330.690000 sec): 3 clusters
  Score: Raw -43180812.856465 + Penalty 4158.575232 = -43176654.281233
  nChanged 83
		SP:Iteration 33Q (46332.230000 sec): 3 clusters
  Score: Raw -43180817.839778 + Penalty 4158.575232 = -43176659.264545
  nChanged 76
		SP:Iteration 34Q (46333.830000 sec): 3 clusters
  Score: Raw -43180822.747319 + Penalty 4158.575232 = -43176664.172086
  nChanged 54
		SP:Iteration 35Q (46335.700000 sec): 3 clusters
  Score: Raw -43180825.887175 + Penalty 4158.575232 = -43176667.311943
  nChanged 49
		SP:Iteration 36Q (46337.390000 sec): 3 clusters
  Score: Raw -43180828.480525 + Penalty 4158.575232 = -43176669.905293
  nChanged 43
		SP:Iteration 37Q (46339.130000 sec): 3 clusters
  Score: Raw -43180830.686931 + Penalty 4158.575232 = -43176672.111699
  nChanged 34
		SP:Iteration 38Q (46340.640000 sec): 3 clusters
  Score: Raw -43180832.236184 + Penalty 4158.575232 = -43176673.660952
  nChanged 24
		SP:Iteration 39Q (46342.200000 sec): 3 clusters
  Score: Raw -43180833.364076 + Penalty 4158.575232 = -43176674.788843
  nChanged 28
		SP:Iteration 40F (46343.950000 sec): 3 clusters
  Score: Raw -43180834.454193 + Penalty 4158.575232 = -43176675.878960
  nChanged 18
		SP:Iteration 41Q (46345.450000 sec): 3 clusters
  Score: Raw -43180835.246544 + Penalty 4158.575232 = -43176676.671312
  nChanged 20
		SP:Iteration 42Q (46347.050000 sec): 3 clusters
  Score: Raw -43180835.999595 + Penalty 4158.575232 = -43176677.424363
  nChanged 23
		SP:Iteration 43Q (46348.520000 sec): 3 clusters
  Score: Raw -43180837.186103 + Penalty 4158.575232 = -43176678.610871
  nChanged 19
		SP:Iteration 44Q (46349.940000 sec): 3 clusters
  Score: Raw -43180837.921417 + Penalty 4158.575232 = -43176679.346184
  nChanged 10
		SP:Iteration 45Q (46351.340000 sec): 3 clusters
  Score: Raw -43180838.237985 + Penalty 4158.575232 = -43176679.662753
  nChanged 9
		SP:Iteration 46Q (46352.830000 sec): 3 clusters
  Score: Raw -43180838.581349 + Penalty 4158.575232 = -43176680.006117
  nChanged 10
		SP:Iteration 47Q (46354.470000 sec): 3 clusters
  Score: Raw -43180839.036879 + Penalty 4158.575232 = -43176680.461646
  nChanged 12
		SP:Iteration 48Q (46356.110000 sec): 3 clusters
  Score: Raw -43180839.576829 + Penalty 4158.575232 = -43176681.001596
  nChanged 13
		SP:Iteration 49Q (46357.730000 sec): 3 clusters
  Score: Raw -43180840.149239 + Penalty 4158.575232 = -43176681.574007
  nChanged 15
		SP:Iteration 50Q (46359.250000 sec): 3 clusters
  Score: Raw -43180840.787154 + Penalty 4158.575232 = -43176682.211922
  nChanged 14
		SP:Iteration 51Q (46360.730000 sec): 3 clusters
  Score: Raw -43180841.406396 + Penalty 4158.575232 = -43176682.831164
  nChanged 11
		SP:Iteration 52Q (46362.180000 sec): 3 clusters
  Score: Raw -43180841.815223 + Penalty 4158.575232 = -43176683.239991
  nChanged 14
		SP:Iteration 53Q (46363.680000 sec): 3 clusters
  Score: Raw -43180842.349009 + Penalty 4158.575232 = -43176683.773777
  nChanged 15
		SP:Iteration 54Q (46365.130000 sec): 3 clusters
  Score: Raw -43180843.021663 + Penalty 4158.575232 = -43176684.446431
  nChanged 19
		SP:Iteration 55Q (46366.690000 sec): 3 clusters
  Score: Raw -43180843.747032 + Penalty 4158.575232 = -43176685.171800
  nChanged 9
		SP:Iteration 56Q (46368.120000 sec): 3 clusters
  Score: Raw -43180844.136002 + Penalty 4158.575232 = -43176685.560770
  nChanged 11
		SP:Iteration 57Q (46369.560000 sec): 3 clusters
  Score: Raw -43180844.490321 + Penalty 4158.575232 = -43176685.915088
  nChanged 12
		SP:Iteration 58Q (46371.070000 sec): 3 clusters
  Score: Raw -43180844.842523 + Penalty 4158.575232 = -43176686.267291
  nChanged 7
		SP:Iteration 59Q (46372.620000 sec): 3 clusters
  Score: Raw -43180845.095361 + Penalty 4158.575232 = -43176686.520129
  nChanged 5
		SP:Iteration 60F (46374.560000 sec): 3 clusters
  Score: Raw -43180845.325549 + Penalty 4158.575232 = -43176686.750317
  nChanged 9
		SP:Iteration 61Q (46376.320000 sec): 3 clusters
  Score: Raw -43180845.788382 + Penalty 4158.575232 = -43176687.213150
  nChanged 11
		SP:Iteration 62Q (46378.160000 sec): 3 clusters
  Score: Raw -43180846.230502 + Penalty 4158.575232 = -43176687.655269
  nChanged 7
		SP:Iteration 63Q (46379.770000 sec): 3 clusters
  Score: Raw -43180846.489359 + Penalty 4158.575232 = -43176687.914127
  nChanged 9
		SP:Iteration 64Q (46381.150000 sec): 3 clusters
  Score: Raw -43180846.750321 + Penalty 4158.575232 = -43176688.175088
  nChanged 4
		SP:Iteration 65Q (46382.680000 sec): 3 clusters
  Score: Raw -43180846.862863 + Penalty 4158.575232 = -43176688.287630
  nChanged 2
		SP:Iteration 66Q (46384.220000 sec): 3 clusters
  Score: Raw -43180846.920627 + Penalty 4158.575232 = -43176688.345394
  nChanged 2
		SP:Iteration 67Q (46385.780000 sec): 3 clusters
  Score: Raw -43180847.000296 + Penalty 4158.575232 = -43176688.425064
  nChanged 5
		SP:Iteration 68Q (46387.250000 sec): 3 clusters
  Score: Raw -43180847.144437 + Penalty 4158.575232 = -43176688.569205
  nChanged 4
		SP:Iteration 69Q (46388.800000 sec): 3 clusters
  Score: Raw -43180847.291254 + Penalty 4158.575232 = -43176688.716022
  nChanged 5
		SP:Iteration 70Q (46390.440000 sec): 3 clusters
  Score: Raw -43180847.422361 + Penalty 4158.575232 = -43176688.847129
  nChanged 1
		SP:Iteration 71Q (46391.940000 sec): 3 clusters
  Score: Raw -43180847.438171 + Penalty 4158.575232 = -43176688.862939
  nChanged 2
		SP:Iteration 72Q (46393.600000 sec): 3 clusters
  Score: Raw -43180847.496227 + Penalty 4158.575232 = -43176688.920994
  nChanged 3
		SP:Iteration 73Q (46395.160000 sec): 3 clusters
  Score: Raw -43180847.597849 + Penalty 4158.575232 = -43176689.022617
  nChanged 6
		SP:Iteration 74Q (46396.710000 sec): 3 clusters
  Score: Raw -43180847.800521 + Penalty 4158.575232 = -43176689.225289
  nChanged 6
		SP:Iteration 75Q (46398.300000 sec): 3 clusters
  Score: Raw -43180848.016056 + Penalty 4158.575232 = -43176689.440824
  nChanged 7
		SP:Iteration 76Q (46400.070000 sec): 3 clusters
  Score: Raw -43180848.250782 + Penalty 4158.575232 = -43176689.675550
  nChanged 4
		SP:Iteration 77Q (46401.710000 sec): 3 clusters
  Score: Raw -43180848.376877 + Penalty 4158.575232 = -43176689.801645
  nChanged 4
		SP:Iteration 78Q (46403.250000 sec): 3 clusters
  Score: Raw -43180848.497999 + Penalty 4158.575232 = -43176689.922767
  nChanged 8
		SP:Iteration 79Q (46405.000000 sec): 3 clusters
  Score: Raw -43180848.716180 + Penalty 4158.575232 = -43176690.140947
  nChanged 2
		SP:Iteration 80F (46406.730000 sec): 3 clusters
  Score: Raw -43180848.765324 + Penalty 4158.575232 = -43176690.190092
  nChanged 4
		SP:Iteration 81Q (46408.260000 sec): 3 clusters
  Score: Raw -43180848.852592 + Penalty 4158.575232 = -43176690.277359
  nChanged 1
		SP:Iteration 82Q (46409.890000 sec): 3 clusters
  Score: Raw -43180848.883227 + Penalty 4158.575232 = -43176690.307995
  nChanged 1
		SP:Iteration 83Q (46411.470000 sec): 3 clusters
  Score: Raw -43180848.918416 + Penalty 4158.575232 = -43176690.343184
  nChanged 1
		SP:Iteration 84Q (46412.970000 sec): 3 clusters
  Score: Raw -43180848.969483 + Penalty 4158.575232 = -43176690.394250
  nChanged 2
		SP:Iteration 85Q (46414.380000 sec): 3 clusters
  Score: Raw -43180849.017450 + Penalty 4158.575232 = -43176690.442217
  nChanged 1
		SP:Iteration 86Q (46415.980000 sec): 3 clusters
  Score: Raw -43180849.038294 + Penalty 4158.575232 = -43176690.463062
  nChanged 0
		SP:Iteration 87F (46417.990000 sec): 3 clusters
  Score: Raw -43180849.038294 + Penalty 4158.575232 = -43176690.463062
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46418.300000 sec): 2 clusters
  Score: Raw -123904.288488 + Penalty 1127.155695 = -122777.132793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46418.500000 sec): 3 clusters
  Score: Raw -123604.311699 + Penalty 2254.311389 = -121350.000310
  nChanged 301
		SP:Iteration 1F (46418.720000 sec): 3 clusters
  Score: Raw -123938.077242 + Penalty 2254.311389 = -121683.765853
  nChanged 84
		SP:Iteration 2F (46418.940000 sec): 3 clusters
  Score: Raw -124035.260997 + Penalty 2254.311389 = -121780.949608
  nChanged 57
		SP:Iteration 3F (46419.150000 sec): 3 clusters
  Score: Raw -124107.257311 + Penalty 2254.311389 = -121852.945921
  nChanged 42
		SP:Iteration 4Q (46419.300000 sec): 3 clusters
  Score: Raw -124153.833440 + Penalty 2254.311389 = -121899.522051
  nChanged 42
		SP:Iteration 5Q (46419.510000 sec): 3 clusters
  Score: Raw -124220.498908 + Penalty 2254.311389 = -121966.187519
  nChanged 40
		SP:Iteration 6Q (46419.670000 sec): 3 clusters
  Score: Raw -124288.518678 + Penalty 2254.311389 = -122034.207289
  nChanged 32
		SP:Iteration 7Q (46419.850000 sec): 3 clusters
  Score: Raw -124334.106242 + Penalty 2254.311389 = -122079.794853
  nChanged 33
		SP:Iteration 8Q (46420.070000 sec): 3 clusters
  Score: Raw -124390.126527 + Penalty 2254.311389 = -122135.815138
  nChanged 34
		SP:Iteration 9Q (46420.280000 sec): 3 clusters
  Score: Raw -124443.442582 + Penalty 2254.311389 = -122189.131193
  nChanged 21
		SP:Iteration 10Q (46420.430000 sec): 3 clusters
  Score: Raw -124475.539437 + Penalty 2254.311389 = -122221.228048
  nChanged 15
		SP:Iteration 11Q (46420.580000 sec): 3 clusters
  Score: Raw -124501.613206 + Penalty 2254.311389 = -122247.301817
  nChanged 13
		SP:Iteration 12Q (46420.770000 sec): 3 clusters
  Score: Raw -124518.917489 + Penalty 2254.311389 = -122264.606100
  nChanged 13
		SP:Iteration 13Q (46420.930000 sec): 3 clusters
  Score: Raw -124532.722427 + Penalty 2254.311389 = -122278.411038
  nChanged 10
		SP:Iteration 14Q (46421.110000 sec): 3 clusters
  Score: Raw -124547.506037 + Penalty 2254.311389 = -122293.194648
  nChanged 10
		SP:Iteration 15Q (46421.290000 sec): 3 clusters
  Score: Raw -124561.716162 + Penalty 2254.311389 = -122307.404773
  nChanged 7
		SP:Iteration 16Q (46421.480000 sec): 3 clusters
  Score: Raw -124572.146627 + Penalty 2254.311389 = -122317.835238
  nChanged 6
		SP:Iteration 17Q (46421.690000 sec): 3 clusters
  Score: Raw -124579.054442 + Penalty 2254.311389 = -122324.743053
  nChanged 5
		SP:Iteration 18Q (46421.820000 sec): 3 clusters
  Score: Raw -124583.087552 + Penalty 2254.311389 = -122328.776162
  nChanged 1
		SP:Iteration 19Q (46422.010000 sec): 3 clusters
  Score: Raw -124583.624651 + Penalty 2254.311389 = -122329.313261
  nChanged 0
		SP:Iteration 20F (46422.150000 sec): 3 clusters
  Score: Raw -124584.323094 + Penalty 2254.311389 = -122330.011705
  nChanged 2
		SP:Iteration 21Q (46422.310000 sec): 3 clusters
  Score: Raw -124589.950090 + Penalty 2254.311389 = -122335.638700
  nChanged 3
		SP:Iteration 22Q (46422.480000 sec): 3 clusters
  Score: Raw -124599.798299 + Penalty 2254.311389 = -122345.486910
  nChanged 4
		SP:Iteration 23Q (46422.630000 sec): 3 clusters
  Score: Raw -124608.231678 + Penalty 2254.311389 = -122353.920289
  nChanged 3
		SP:Iteration 24Q (46422.810000 sec): 3 clusters
  Score: Raw -124610.701216 + Penalty 2254.311389 = -122356.389827
  nChanged 1
		SP:Iteration 25Q (46423.010000 sec): 3 clusters
  Score: Raw -124611.108535 + Penalty 2254.311389 = -122356.797146
  nChanged 1
		SP:Iteration 26Q (46423.210000 sec): 3 clusters
  Score: Raw -124612.806679 + Penalty 2254.311389 = -122358.495290
  nChanged 2
		SP:Iteration 27Q (46423.370000 sec): 3 clusters
  Score: Raw -124615.256797 + Penalty 2254.311389 = -122360.945408
  nChanged 1
		SP:Iteration 28Q (46423.560000 sec): 3 clusters
  Score: Raw -124618.369783 + Penalty 2254.311389 = -122364.058394
  nChanged 2
		SP:Iteration 29Q (46423.740000 sec): 3 clusters
  Score: Raw -124623.729696 + Penalty 2254.311389 = -122369.418307
  nChanged 3
		SP:Iteration 30Q (46423.960000 sec): 3 clusters
  Score: Raw -124626.909383 + Penalty 2254.311389 = -122372.597994
  nChanged 1
		SP:Iteration 31Q (46424.170000 sec): 3 clusters
  Score: Raw -124628.496449 + Penalty 2254.311389 = -122374.185060
  nChanged 2
		SP:Iteration 32Q (46424.340000 sec): 3 clusters
  Score: Raw -124630.857824 + Penalty 2254.311389 = -122376.546435
  nChanged 1
		SP:Iteration 33Q (46424.510000 sec): 3 clusters
  Score: Raw -124633.833439 + Penalty 2254.311389 = -122379.522050
  nChanged 2
		SP:Iteration 34Q (46424.730000 sec): 3 clusters
  Score: Raw -124635.790565 + Penalty 2254.311389 = -122381.479176
  nChanged 3
		SP:Iteration 35Q (46424.880000 sec): 3 clusters
  Score: Raw -124643.001503 + Penalty 2254.311389 = -122388.690114
  nChanged 6
		SP:Iteration 36Q (46425.110000 sec): 3 clusters
  Score: Raw -124649.430356 + Penalty 2254.311389 = -122395.118967
  nChanged 6
		SP:Iteration 37Q (46425.280000 sec): 3 clusters
  Score: Raw -124661.765420 + Penalty 2254.311389 = -122407.454031
  nChanged 2
		SP:Iteration 38Q (46425.430000 sec): 3 clusters
  Score: Raw -124663.672079 + Penalty 2254.311389 = -122409.360690
  nChanged 3
		SP:Iteration 39Q (46425.640000 sec): 3 clusters
  Score: Raw -124669.327299 + Penalty 2254.311389 = -122415.015910
  nChanged 6
		SP:Iteration 40F (46425.830000 sec): 3 clusters
  Score: Raw -124676.583413 + Penalty 2254.311389 = -122422.272024
  nChanged 6
		SP:Iteration 41Q (46426.000000 sec): 3 clusters
  Score: Raw -124688.766003 + Penalty 2254.311389 = -122434.454613
  nChanged 8
		SP:Iteration 42Q (46426.190000 sec): 3 clusters
  Score: Raw -124698.741457 + Penalty 2254.311389 = -122444.430068
  nChanged 7
		SP:Iteration 43Q (46426.350000 sec): 3 clusters
  Score: Raw -124709.439048 + Penalty 2254.311389 = -122455.127659
  nChanged 7
		SP:Iteration 44Q (46426.520000 sec): 3 clusters
  Score: Raw -124720.640529 + Penalty 2254.311389 = -122466.329140
  nChanged 9
		SP:Iteration 45Q (46426.710000 sec): 3 clusters
  Score: Raw -124737.956855 + Penalty 2254.311389 = -122483.645466
  nChanged 6
		SP:Iteration 46Q (46426.880000 sec): 3 clusters
  Score: Raw -124750.624559 + Penalty 2254.311389 = -122496.313170
  nChanged 7
		SP:Iteration 47Q (46427.090000 sec): 3 clusters
  Score: Raw -124759.314003 + Penalty 2254.311389 = -122505.002614
  nChanged 5
		SP:Iteration 48Q (46427.230000 sec): 3 clusters
  Score: Raw -124765.676444 + Penalty 2254.311389 = -122511.365055
  nChanged 2
		SP:Iteration 49Q (46427.430000 sec): 3 clusters
  Score: Raw -124767.586965 + Penalty 2254.311389 = -122513.275576
  nChanged 0
		SP:Iteration 50F (46427.610000 sec): 3 clusters
  Score: Raw -124767.586965 + Penalty 2254.311389 = -122513.275576
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46427.820000 sec): 2 clusters
  Score: Raw -3549422.044765 + Penalty 1670.210506 = -3547751.834258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46428.100000 sec): 3 clusters
  Score: Raw -3531413.526127 + Penalty 3340.421013 = -3528073.105114
  nChanged 13325
		SP:Iteration 1F (46428.440000 sec): 3 clusters
  Score: Raw -3538731.152071 + Penalty 3340.421013 = -3535390.731058
  nChanged 1394
		SP:Iteration 2Q (46428.770000 sec): 3 clusters
  Score: Raw -3539220.418747 + Penalty 3340.421013 = -3535879.997734
  nChanged 1464
		SP:Iteration 3F (46429.070000 sec): 3 clusters
  Score: Raw -3539815.393293 + Penalty 3340.421013 = -3536474.972280
  nChanged 1588
		SP:Iteration 4F (46429.350000 sec): 3 clusters
  Score: Raw -3540552.435000 + Penalty 3340.421013 = -3537212.013987
  nChanged 1727
		SP:Iteration 5F (46429.640000 sec): 3 clusters
  Score: Raw -3541440.542551 + Penalty 3340.421013 = -3538100.121538
  nChanged 1793
		SP:Iteration 6F (46429.970000 sec): 3 clusters
  Score: Raw -3542414.875150 + Penalty 3340.421013 = -3539074.454138
  nChanged 1708
		SP:Iteration 7F (46430.280000 sec): 3 clusters
  Score: Raw -3543394.441000 + Penalty 3340.421013 = -3540054.019987
  nChanged 1604
		SP:Iteration 8F (46430.600000 sec): 3 clusters
  Score: Raw -3544376.266496 + Penalty 3340.421013 = -3541035.845483
  nChanged 1396
		SP:Iteration 9Q (46430.910000 sec): 3 clusters
  Score: Raw -3545315.997607 + Penalty 3340.421013 = -3541975.576594
  nChanged 1246
		SP:Iteration 10Q (46431.220000 sec): 3 clusters
  Score: Raw -3546216.432772 + Penalty 3340.421013 = -3542876.011760
  nChanged 1047
		SP:Iteration 11Q (46431.470000 sec): 3 clusters
  Score: Raw -3547001.857514 + Penalty 3340.421013 = -3543661.436501
  nChanged 893
		SP:Iteration 12Q (46431.730000 sec): 3 clusters
  Score: Raw -3547684.274163 + Penalty 3340.421013 = -3544343.853150
  nChanged 678
		SP:Iteration 13Q (46432.050000 sec): 3 clusters
  Score: Raw -3548188.816763 + Penalty 3340.421013 = -3544848.395750
  nChanged 506
		SP:Iteration 14Q (46432.340000 sec): 3 clusters
  Score: Raw -3548560.989383 + Penalty 3340.421013 = -3545220.568370
  nChanged 341
		SP:Iteration 15Q (46432.650000 sec): 3 clusters
  Score: Raw -3548806.154036 + Penalty 3340.421013 = -3545465.733023
  nChanged 268
		SP:Iteration 16Q (46432.930000 sec): 3 clusters
  Score: Raw -3548983.360568 + Penalty 3340.421013 = -3545642.939555
  nChanged 213
		SP:Iteration 17Q (46433.240000 sec): 3 clusters
  Score: Raw -3549114.210463 + Penalty 3340.421013 = -3545773.789450
  nChanged 166
		SP:Iteration 18Q (46433.540000 sec): 3 clusters
  Score: Raw -3549214.907748 + Penalty 3340.421013 = -3545874.486735
  nChanged 130
		SP:Iteration 19Q (46433.850000 sec): 3 clusters
  Score: Raw -3549289.287903 + Penalty 3340.421013 = -3545948.866890
  nChanged 112
		SP:Iteration 20F (46434.170000 sec): 3 clusters
  Score: Raw -3549346.955196 + Penalty 3340.421013 = -3546006.534183
  nChanged 76
		SP:Iteration 21Q (46434.460000 sec): 3 clusters
  Score: Raw -3549392.130354 + Penalty 3340.421013 = -3546051.709341
  nChanged 62
		SP:Iteration 22Q (46434.790000 sec): 3 clusters
  Score: Raw -3549426.845948 + Penalty 3340.421013 = -3546086.424935
  nChanged 41
		SP:Iteration 23Q (46435.120000 sec): 3 clusters
  Score: Raw -3549451.913353 + Penalty 3340.421013 = -3546111.492340
  nChanged 38
		SP:Iteration 24Q (46435.460000 sec): 3 clusters
  Score: Raw -3549472.160544 + Penalty 3340.421013 = -3546131.739531
  nChanged 40
		SP:Iteration 25Q (46435.720000 sec): 3 clusters
  Score: Raw -3549496.769785 + Penalty 3340.421013 = -3546156.348772
  nChanged 36
		SP:Iteration 26Q (46435.970000 sec): 3 clusters
  Score: Raw -3549515.987976 + Penalty 3340.421013 = -3546175.566963
  nChanged 37
		SP:Iteration 27Q (46436.230000 sec): 3 clusters
  Score: Raw -3549543.226406 + Penalty 3340.421013 = -3546202.805393
  nChanged 26
		SP:Iteration 28Q (46436.530000 sec): 3 clusters
  Score: Raw -3549559.635611 + Penalty 3340.421013 = -3546219.214598
  nChanged 19
		SP:Iteration 29Q (46436.820000 sec): 3 clusters
  Score: Raw -3549570.157518 + Penalty 3340.421013 = -3546229.736506
  nChanged 12
		SP:Iteration 30Q (46437.090000 sec): 3 clusters
  Score: Raw -3549576.008208 + Penalty 3340.421013 = -3546235.587195
  nChanged 10
		SP:Iteration 31Q (46437.360000 sec): 3 clusters
  Score: Raw -3549581.267178 + Penalty 3340.421013 = -3546240.846166
  nChanged 5
		SP:Iteration 32Q (46437.710000 sec): 3 clusters
  Score: Raw -3549582.882365 + Penalty 3340.421013 = -3546242.461352
  nChanged 6
		SP:Iteration 33Q (46437.950000 sec): 3 clusters
  Score: Raw -3549585.584008 + Penalty 3340.421013 = -3546245.162995
  nChanged 5
		SP:Iteration 34Q (46438.260000 sec): 3 clusters
  Score: Raw -3549587.681397 + Penalty 3340.421013 = -3546247.260384
  nChanged 3
		SP:Iteration 35Q (46438.600000 sec): 3 clusters
  Score: Raw -3549589.773954 + Penalty 3340.421013 = -3546249.352941
  nChanged 2
		SP:Iteration 36Q (46438.850000 sec): 3 clusters
  Score: Raw -3549590.998044 + Penalty 3340.421013 = -3546250.577031
  nChanged 2
		SP:Iteration 37Q (46439.130000 sec): 3 clusters
  Score: Raw -3549591.808852 + Penalty 3340.421013 = -3546251.387839
  nChanged 2
		SP:Iteration 38Q (46439.490000 sec): 3 clusters
  Score: Raw -3549592.986843 + Penalty 3340.421013 = -3546252.565830
  nChanged 2
		SP:Iteration 39Q (46439.780000 sec): 3 clusters
  Score: Raw -3549594.280692 + Penalty 3340.421013 = -3546253.859679
  nChanged 7
		SP:Iteration 40F (46440.190000 sec): 3 clusters
  Score: Raw -3549598.195545 + Penalty 3340.421013 = -3546257.774532
  nChanged 5
		SP:Iteration 41Q (46440.520000 sec): 3 clusters
  Score: Raw -3549599.793637 + Penalty 3340.421013 = -3546259.372625
  nChanged 1
		SP:Iteration 42Q (46440.800000 sec): 3 clusters
  Score: Raw -3549600.001327 + Penalty 3340.421013 = -3546259.580314
  nChanged 1
		SP:Iteration 43Q (46441.110000 sec): 3 clusters
  Score: Raw -3549600.363171 + Penalty 3340.421013 = -3546259.942158
  nChanged 0
		SP:Iteration 44F (46441.370000 sec): 3 clusters
  Score: Raw -3549600.363171 + Penalty 3340.421013 = -3546259.942158
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46441.480000 sec): 2 clusters
  Score: Raw -443134.070886 + Penalty 1351.438517 = -441782.632369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46441.700000 sec): 3 clusters
  Score: Raw -441085.124636 + Penalty 2702.877033 = -438382.247603
  nChanged 1615
		SP:Iteration 1F (46441.880000 sec): 3 clusters
  Score: Raw -442022.389355 + Penalty 2702.877033 = -439319.512322
  nChanged 294
		SP:Iteration 2F (46442.050000 sec): 3 clusters
  Score: Raw -442201.126868 + Penalty 2702.877033 = -439498.249835
  nChanged 215
		SP:Iteration 3F (46442.230000 sec): 3 clusters
  Score: Raw -442325.506071 + Penalty 2702.877033 = -439622.629038
  nChanged 174
		SP:Iteration 4Q (46442.420000 sec): 3 clusters
  Score: Raw -442416.205848 + Penalty 2702.877033 = -439713.328814
  nChanged 147
		SP:Iteration 5Q (46442.630000 sec): 3 clusters
  Score: Raw -442491.230028 + Penalty 2702.877033 = -439788.352994
  nChanged 130
		SP:Iteration 6Q (46442.820000 sec): 3 clusters
  Score: Raw -442545.845824 + Penalty 2702.877033 = -439842.968791
  nChanged 99
		SP:Iteration 7Q (46442.990000 sec): 3 clusters
  Score: Raw -442587.842498 + Penalty 2702.877033 = -439884.965465
  nChanged 84
		SP:Iteration 8Q (46443.200000 sec): 3 clusters
  Score: Raw -442622.723964 + Penalty 2702.877033 = -439919.846931
  nChanged 80
		SP:Iteration 9Q (46443.380000 sec): 3 clusters
  Score: Raw -442651.210115 + Penalty 2702.877033 = -439948.333081
  nChanged 72
		SP:Iteration 10Q (46443.570000 sec): 3 clusters
  Score: Raw -442680.299747 + Penalty 2702.877033 = -439977.422714
  nChanged 69
		SP:Iteration 11Q (46443.760000 sec): 3 clusters
  Score: Raw -442704.277663 + Penalty 2702.877033 = -440001.400629
  nChanged 64
		SP:Iteration 12Q (46443.900000 sec): 3 clusters
  Score: Raw -442727.752396 + Penalty 2702.877033 = -440024.875363
  nChanged 63
		SP:Iteration 13Q (46444.080000 sec): 3 clusters
  Score: Raw -442754.171371 + Penalty 2702.877033 = -440051.294338
  nChanged 71
		SP:Iteration 14Q (46444.270000 sec): 3 clusters
  Score: Raw -442783.461964 + Penalty 2702.877033 = -440080.584931
  nChanged 68
		SP:Iteration 15Q (46444.450000 sec): 3 clusters
  Score: Raw -442821.792287 + Penalty 2702.877033 = -440118.915254
  nChanged 81
		SP:Iteration 16Q (46444.640000 sec): 3 clusters
  Score: Raw -442874.383726 + Penalty 2702.877033 = -440171.506693
  nChanged 82
		SP:Iteration 17Q (46444.840000 sec): 3 clusters
  Score: Raw -442918.193809 + Penalty 2702.877033 = -440215.316776
  nChanged 85
		SP:Iteration 18Q (46445.050000 sec): 3 clusters
  Score: Raw -442965.914809 + Penalty 2702.877033 = -440263.037776
  nChanged 87
		SP:Iteration 19Q (46445.250000 sec): 3 clusters
  Score: Raw -443029.569229 + Penalty 2702.877033 = -440326.692195
  nChanged 80
		SP:Iteration 20F (46445.410000 sec): 3 clusters
  Score: Raw -443077.193209 + Penalty 2702.877033 = -440374.316176
  nChanged 62
		SP:Iteration 21Q (46445.570000 sec): 3 clusters
  Score: Raw -443105.774361 + Penalty 2702.877033 = -440402.897328
  nChanged 49
		SP:Iteration 22Q (46445.780000 sec): 3 clusters
  Score: Raw -443130.483189 + Penalty 2702.877033 = -440427.606155
  nChanged 47
		SP:Iteration 23Q (46445.940000 sec): 3 clusters
  Score: Raw -443151.666988 + Penalty 2702.877033 = -440448.789955
  nChanged 43
		SP:Iteration 24Q (46446.090000 sec): 3 clusters
  Score: Raw -443168.831981 + Penalty 2702.877033 = -440465.954948
  nChanged 36
		SP:Iteration 25Q (46446.290000 sec): 3 clusters
  Score: Raw -443185.634858 + Penalty 2702.877033 = -440482.757825
  nChanged 34
		SP:Iteration 26Q (46446.500000 sec): 3 clusters
  Score: Raw -443199.871834 + Penalty 2702.877033 = -440496.994801
  nChanged 30
		SP:Iteration 27Q (46446.660000 sec): 3 clusters
  Score: Raw -443208.835907 + Penalty 2702.877033 = -440505.958874
  nChanged 25
		SP:Iteration 28Q (46446.850000 sec): 3 clusters
  Score: Raw -443216.756811 + Penalty 2702.877033 = -440513.879777
  nChanged 27
		SP:Iteration 29Q (46447.070000 sec): 3 clusters
  Score: Raw -443227.827291 + Penalty 2702.877033 = -440524.950257
  nChanged 29
		SP:Iteration 30Q (46447.290000 sec): 3 clusters
  Score: Raw -443241.875956 + Penalty 2702.877033 = -440538.998923
  nChanged 24
		SP:Iteration 31Q (46447.470000 sec): 3 clusters
  Score: Raw -443255.163127 + Penalty 2702.877033 = -440552.286094
  nChanged 32
		SP:Iteration 32Q (46447.640000 sec): 3 clusters
  Score: Raw -443269.509136 + Penalty 2702.877033 = -440566.632103
  nChanged 22
		SP:Iteration 33Q (46447.800000 sec): 3 clusters
  Score: Raw -443276.915987 + Penalty 2702.877033 = -440574.038954
  nChanged 17
		SP:Iteration 34Q (46448.000000 sec): 3 clusters
  Score: Raw -443283.962335 + Penalty 2702.877033 = -440581.085301
  nChanged 23
		SP:Iteration 35Q (46448.170000 sec): 3 clusters
  Score: Raw -443290.896281 + Penalty 2702.877033 = -440588.019247
  nChanged 23
		SP:Iteration 36Q (46448.400000 sec): 3 clusters
  Score: Raw -443303.358356 + Penalty 2702.877033 = -440600.481322
  nChanged 26
		SP:Iteration 37Q (46448.580000 sec): 3 clusters
  Score: Raw -443313.507574 + Penalty 2702.877033 = -440610.630541
  nChanged 22
		SP:Iteration 38Q (46448.770000 sec): 3 clusters
  Score: Raw -443327.683175 + Penalty 2702.877033 = -440624.806142
  nChanged 23
		SP:Iteration 39Q (46448.960000 sec): 3 clusters
  Score: Raw -443341.952665 + Penalty 2702.877033 = -440639.075631
  nChanged 32
		SP:Iteration 40F (46449.150000 sec): 3 clusters
  Score: Raw -443357.832980 + Penalty 2702.877033 = -440654.955946
  nChanged 31
		SP:Iteration 41Q (46449.340000 sec): 3 clusters
  Score: Raw -443373.124108 + Penalty 2702.877033 = -440670.247075
  nChanged 21
		SP:Iteration 42Q (46449.520000 sec): 3 clusters
  Score: Raw -443380.974264 + Penalty 2702.877033 = -440678.097230
  nChanged 15
		SP:Iteration 43Q (46449.640000 sec): 3 clusters
  Score: Raw -443385.866975 + Penalty 2702.877033 = -440682.989942
  nChanged 12
		SP:Iteration 44Q (46449.850000 sec): 3 clusters
  Score: Raw -443390.107421 + Penalty 2702.877033 = -440687.230388
  nChanged 12
		SP:Iteration 45Q (46450.040000 sec): 3 clusters
  Score: Raw -443392.465963 + Penalty 2702.877033 = -440689.588929
  nChanged 5
		SP:Iteration 46Q (46450.210000 sec): 3 clusters
  Score: Raw -443394.517456 + Penalty 2702.877033 = -440691.640422
  nChanged 5
		SP:Iteration 47Q (46450.400000 sec): 3 clusters
  Score: Raw -443396.199423 + Penalty 2702.877033 = -440693.322389
  nChanged 4
		SP:Iteration 48Q (46450.630000 sec): 3 clusters
  Score: Raw -443397.476239 + Penalty 2702.877033 = -440694.599206
  nChanged 4
		SP:Iteration 49Q (46450.840000 sec): 3 clusters
  Score: Raw -443398.479351 + Penalty 2702.877033 = -440695.602318
  nChanged 4
		SP:Iteration 50Q (46450.990000 sec): 3 clusters
  Score: Raw -443399.696757 + Penalty 2702.877033 = -440696.819724
  nChanged 3
		SP:Iteration 51Q (46451.220000 sec): 3 clusters
  Score: Raw -443400.710327 + Penalty 2702.877033 = -440697.833294
  nChanged 6
		SP:Iteration 52Q (46451.410000 sec): 3 clusters
  Score: Raw -443402.177104 + Penalty 2702.877033 = -440699.300071
  nChanged 4
		SP:Iteration 53Q (46451.610000 sec): 3 clusters
  Score: Raw -443402.961911 + Penalty 2702.877033 = -440700.084877
  nChanged 7
		SP:Iteration 54Q (46451.810000 sec): 3 clusters
  Score: Raw -443404.278673 + Penalty 2702.877033 = -440701.401639
  nChanged 3
		SP:Iteration 55Q (46452.000000 sec): 3 clusters
  Score: Raw -443404.871502 + Penalty 2702.877033 = -440701.994469
  nChanged 2
		SP:Iteration 56Q (46452.200000 sec): 3 clusters
  Score: Raw -443405.418027 + Penalty 2702.877033 = -440702.540993
  nChanged 2
		SP:Iteration 57Q (46452.360000 sec): 3 clusters
  Score: Raw -443406.129749 + Penalty 2702.877033 = -440703.252716
  nChanged 3
		SP:Iteration 58Q (46452.550000 sec): 3 clusters
  Score: Raw -443406.942600 + Penalty 2702.877033 = -440704.065566
  nChanged 3
		SP:Iteration 59Q (46452.720000 sec): 3 clusters
  Score: Raw -443407.827663 + Penalty 2702.877033 = -440704.950629
  nChanged 3
		SP:Iteration 60F (46452.920000 sec): 3 clusters
  Score: Raw -443409.864082 + Penalty 2702.877033 = -440706.987049
  nChanged 4
		SP:Iteration 61Q (46453.090000 sec): 3 clusters
  Score: Raw -443411.714155 + Penalty 2702.877033 = -440708.837121
  nChanged 5
		SP:Iteration 62Q (46453.310000 sec): 3 clusters
  Score: Raw -443412.861339 + Penalty 2702.877033 = -440709.984305
  nChanged 7
		SP:Iteration 63Q (46453.470000 sec): 3 clusters
  Score: Raw -443415.017655 + Penalty 2702.877033 = -440712.140622
  nChanged 6
		SP:Iteration 64Q (46453.660000 sec): 3 clusters
  Score: Raw -443416.528862 + Penalty 2702.877033 = -440713.651828
  nChanged 5
		SP:Iteration 65Q (46453.870000 sec): 3 clusters
  Score: Raw -443419.017383 + Penalty 2702.877033 = -440716.140350
  nChanged 7
		SP:Iteration 66Q (46454.060000 sec): 3 clusters
  Score: Raw -443420.785451 + Penalty 2702.877033 = -440717.908418
  nChanged 4
		SP:Iteration 67Q (46454.250000 sec): 3 clusters
  Score: Raw -443422.787428 + Penalty 2702.877033 = -440719.910395
  nChanged 7
		SP:Iteration 68Q (46454.440000 sec): 3 clusters
  Score: Raw -443425.501247 + Penalty 2702.877033 = -440722.624213
  nChanged 6
		SP:Iteration 69Q (46454.610000 sec): 3 clusters
  Score: Raw -443427.474908 + Penalty 2702.877033 = -440724.597875
  nChanged 4
		SP:Iteration 70Q (46454.830000 sec): 3 clusters
  Score: Raw -443428.774517 + Penalty 2702.877033 = -440725.897484
  nChanged 5
		SP:Iteration 71Q (46455.010000 sec): 3 clusters
  Score: Raw -443430.312501 + Penalty 2702.877033 = -440727.435468
  nChanged 7
		SP:Iteration 72Q (46455.200000 sec): 3 clusters
  Score: Raw -443433.228942 + Penalty 2702.877033 = -440730.351908
  nChanged 9
		SP:Iteration 73Q (46455.380000 sec): 3 clusters
  Score: Raw -443437.193679 + Penalty 2702.877033 = -440734.316646
  nChanged 13
		SP:Iteration 74Q (46455.560000 sec): 3 clusters
  Score: Raw -443442.642441 + Penalty 2702.877033 = -440739.765407
  nChanged 9
		SP:Iteration 75Q (46455.740000 sec): 3 clusters
  Score: Raw -443446.880492 + Penalty 2702.877033 = -440744.003458
  nChanged 12
		SP:Iteration 76Q (46455.920000 sec): 3 clusters
  Score: Raw -443451.022089 + Penalty 2702.877033 = -440748.145055
  nChanged 8
		SP:Iteration 77Q (46456.160000 sec): 3 clusters
  Score: Raw -443454.130525 + Penalty 2702.877033 = -440751.253491
  nChanged 11
		SP:Iteration 78Q (46456.300000 sec): 3 clusters
  Score: Raw -443458.423454 + Penalty 2702.877033 = -440755.546420
  nChanged 8
		SP:Iteration 79Q (46456.500000 sec): 3 clusters
  Score: Raw -443461.702258 + Penalty 2702.877033 = -440758.825225
  nChanged 12
		SP:Iteration 80F (46456.730000 sec): 3 clusters
  Score: Raw -443465.179255 + Penalty 2702.877033 = -440762.302222
  nChanged 6
		SP:Iteration 81Q (46456.900000 sec): 3 clusters
  Score: Raw -443466.594161 + Penalty 2702.877033 = -440763.717128
  nChanged 3
		SP:Iteration 82Q (46457.100000 sec): 3 clusters
  Score: Raw -443467.390705 + Penalty 2702.877033 = -440764.513672
  nChanged 5
		SP:Iteration 83Q (46457.280000 sec): 3 clusters
  Score: Raw -443468.850868 + Penalty 2702.877033 = -440765.973835
  nChanged 4
		SP:Iteration 84Q (46457.460000 sec): 3 clusters
  Score: Raw -443470.449586 + Penalty 2702.877033 = -440767.572553
  nChanged 6
		SP:Iteration 85Q (46457.690000 sec): 3 clusters
  Score: Raw -443471.533568 + Penalty 2702.877033 = -440768.656534
  nChanged 3
		SP:Iteration 86Q (46457.930000 sec): 3 clusters
  Score: Raw -443472.009515 + Penalty 2702.877033 = -440769.132482
  nChanged 3
		SP:Iteration 87Q (46458.080000 sec): 3 clusters
  Score: Raw -443472.721085 + Penalty 2702.877033 = -440769.844051
  nChanged 2
		SP:Iteration 88Q (46458.260000 sec): 3 clusters
  Score: Raw -443473.201925 + Penalty 2702.877033 = -440770.324892
  nChanged 2
		SP:Iteration 89Q (46458.490000 sec): 3 clusters
  Score: Raw -443473.606069 + Penalty 2702.877033 = -440770.729035
  nChanged 0
		SP:Iteration 90F (46458.660000 sec): 3 clusters
  Score: Raw -443473.606069 + Penalty 2702.877033 = -440770.729035
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46458.780000 sec): 2 clusters
  Score: Raw -631902.208127 + Penalty 1391.786475 = -630510.421652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46458.970000 sec): 3 clusters
  Score: Raw -629140.964918 + Penalty 2783.572950 = -626357.391968
  nChanged 2166
		SP:Iteration 1F (46459.180000 sec): 3 clusters
  Score: Raw -630287.047358 + Penalty 2783.572950 = -627503.474409
  nChanged 377
		SP:Iteration 2F (46459.320000 sec): 3 clusters
  Score: Raw -630484.473241 + Penalty 2783.572950 = -627700.900292
  nChanged 334
		SP:Iteration 3F (46459.520000 sec): 3 clusters
  Score: Raw -630693.671722 + Penalty 2783.572950 = -627910.098772
  nChanged 302
		SP:Iteration 4F (46459.680000 sec): 3 clusters
  Score: Raw -630882.153589 + Penalty 2783.572950 = -628098.580639
  nChanged 265
		SP:Iteration 5F (46459.860000 sec): 3 clusters
  Score: Raw -631047.764867 + Penalty 2783.572950 = -628264.191918
  nChanged 257
		SP:Iteration 6Q (46460.060000 sec): 3 clusters
  Score: Raw -631225.602529 + Penalty 2783.572950 = -628442.029579
  nChanged 237
		SP:Iteration 7Q (46460.260000 sec): 3 clusters
  Score: Raw -631402.711019 + Penalty 2783.572950 = -628619.138070
  nChanged 213
		SP:Iteration 8Q (46460.460000 sec): 3 clusters
  Score: Raw -631562.698971 + Penalty 2783.572950 = -628779.126022
  nChanged 184
		SP:Iteration 9Q (46460.620000 sec): 3 clusters
  Score: Raw -631701.732272 + Penalty 2783.572950 = -628918.159323
  nChanged 145
		SP:Iteration 10Q (46460.840000 sec): 3 clusters
  Score: Raw -631796.359680 + Penalty 2783.572950 = -629012.786731
  nChanged 114
		SP:Iteration 11Q (46461.000000 sec): 3 clusters
  Score: Raw -631869.643337 + Penalty 2783.572950 = -629086.070387
  nChanged 88
		SP:Iteration 12Q (46461.220000 sec): 3 clusters
  Score: Raw -631930.225979 + Penalty 2783.572950 = -629146.653029
  nChanged 64
		SP:Iteration 13Q (46461.410000 sec): 3 clusters
  Score: Raw -631969.127488 + Penalty 2783.572950 = -629185.554539
  nChanged 54
		SP:Iteration 14Q (46461.600000 sec): 3 clusters
  Score: Raw -632006.741335 + Penalty 2783.572950 = -629223.168385
  nChanged 40
		SP:Iteration 15Q (46461.840000 sec): 3 clusters
  Score: Raw -632030.136341 + Penalty 2783.572950 = -629246.563391
  nChanged 33
		SP:Iteration 16Q (46462.040000 sec): 3 clusters
  Score: Raw -632047.383515 + Penalty 2783.572950 = -629263.810566
  nChanged 23
		SP:Iteration 17Q (46462.190000 sec): 3 clusters
  Score: Raw -632059.494473 + Penalty 2783.572950 = -629275.921524
  nChanged 15
		SP:Iteration 18Q (46462.400000 sec): 3 clusters
  Score: Raw -632068.125133 + Penalty 2783.572950 = -629284.552184
  nChanged 13
		SP:Iteration 19Q (46462.630000 sec): 3 clusters
  Score: Raw -632074.911522 + Penalty 2783.572950 = -629291.338572
  nChanged 14
		SP:Iteration 20F (46462.810000 sec): 3 clusters
  Score: Raw -632083.650800 + Penalty 2783.572950 = -629300.077851
  nChanged 13
		SP:Iteration 21Q (46463.050000 sec): 3 clusters
  Score: Raw -632090.248963 + Penalty 2783.572950 = -629306.676013
  nChanged 12
		SP:Iteration 22Q (46463.240000 sec): 3 clusters
  Score: Raw -632099.271860 + Penalty 2783.572950 = -629315.698911
  nChanged 23
		SP:Iteration 23Q (46463.440000 sec): 3 clusters
  Score: Raw -632114.611186 + Penalty 2783.572950 = -629331.038236
  nChanged 13
		SP:Iteration 24Q (46463.610000 sec): 3 clusters
  Score: Raw -632120.414243 + Penalty 2783.572950 = -629336.841293
  nChanged 5
		SP:Iteration 25Q (46463.800000 sec): 3 clusters
  Score: Raw -632122.359673 + Penalty 2783.572950 = -629338.786724
  nChanged 11
		SP:Iteration 26Q (46463.950000 sec): 3 clusters
  Score: Raw -632129.529017 + Penalty 2783.572950 = -629345.956067
  nChanged 6
		SP:Iteration 27Q (46464.160000 sec): 3 clusters
  Score: Raw -632132.744232 + Penalty 2783.572950 = -629349.171283
  nChanged 2
		SP:Iteration 28Q (46464.330000 sec): 3 clusters
  Score: Raw -632134.453367 + Penalty 2783.572950 = -629350.880417
  nChanged 4
		SP:Iteration 29Q (46464.530000 sec): 3 clusters
  Score: Raw -632135.786482 + Penalty 2783.572950 = -629352.213532
  nChanged 2
		SP:Iteration 30Q (46464.680000 sec): 3 clusters
  Score: Raw -632136.675836 + Penalty 2783.572950 = -629353.102887
  nChanged 0
		SP:Iteration 31F (46464.870000 sec): 3 clusters
  Score: Raw -632136.675836 + Penalty 2783.572950 = -629353.102887
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46464.980000 sec): 2 clusters
  Score: Raw -541594.452999 + Penalty 1367.930788 = -540226.522211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46465.200000 sec): 3 clusters
  Score: Raw -539286.029807 + Penalty 2735.861576 = -536550.168230
  nChanged 1825
		SP:Iteration 1F (46465.380000 sec): 3 clusters
  Score: Raw -540261.806124 + Penalty 2735.861576 = -537525.944547
  nChanged 314
		SP:Iteration 2F (46465.570000 sec): 3 clusters
  Score: Raw -540411.367004 + Penalty 2735.861576 = -537675.505428
  nChanged 183
		SP:Iteration 3Q (46465.740000 sec): 3 clusters
  Score: Raw -540490.906216 + Penalty 2735.861576 = -537755.044639
  nChanged 147
		SP:Iteration 4Q (46465.940000 sec): 3 clusters
  Score: Raw -540551.706217 + Penalty 2735.861576 = -537815.844641
  nChanged 108
		SP:Iteration 5Q (46466.120000 sec): 3 clusters
  Score: Raw -540593.810254 + Penalty 2735.861576 = -537857.948678
  nChanged 121
		SP:Iteration 6Q (46466.320000 sec): 3 clusters
  Score: Raw -540641.372600 + Penalty 2735.861576 = -537905.511024
  nChanged 98
		SP:Iteration 7Q (46466.520000 sec): 3 clusters
  Score: Raw -540677.035547 + Penalty 2735.861576 = -537941.173971
  nChanged 98
		SP:Iteration 8Q (46466.680000 sec): 3 clusters
  Score: Raw -540710.798859 + Penalty 2735.861576 = -537974.937283
  nChanged 99
		SP:Iteration 9Q (46466.900000 sec): 3 clusters
  Score: Raw -540752.910874 + Penalty 2735.861576 = -538017.049298
  nChanged 111
		SP:Iteration 10Q (46467.140000 sec): 3 clusters
  Score: Raw -540807.242747 + Penalty 2735.861576 = -538071.381170
  nChanged 117
		SP:Iteration 11Q (46467.320000 sec): 3 clusters
  Score: Raw -540862.575632 + Penalty 2735.861576 = -538126.714056
  nChanged 130
		SP:Iteration 12Q (46467.480000 sec): 3 clusters
  Score: Raw -540926.405191 + Penalty 2735.861576 = -538190.543615
  nChanged 123
		SP:Iteration 13Q (46467.720000 sec): 3 clusters
  Score: Raw -540989.799894 + Penalty 2735.861576 = -538253.938317
  nChanged 119
		SP:Iteration 14Q (46467.900000 sec): 3 clusters
  Score: Raw -541053.543161 + Penalty 2735.861576 = -538317.681584
  nChanged 124
		SP:Iteration 15Q (46468.130000 sec): 3 clusters
  Score: Raw -541127.701986 + Penalty 2735.861576 = -538391.840409
  nChanged 133
		SP:Iteration 16Q (46468.330000 sec): 3 clusters
  Score: Raw -541221.409368 + Penalty 2735.861576 = -538485.547791
  nChanged 125
		SP:Iteration 17Q (46468.540000 sec): 3 clusters
  Score: Raw -541306.602283 + Penalty 2735.861576 = -538570.740707
  nChanged 117
		SP:Iteration 18Q (46468.730000 sec): 3 clusters
  Score: Raw -541381.895510 + Penalty 2735.861576 = -538646.033934
  nChanged 110
		SP:Iteration 19Q (46468.970000 sec): 3 clusters
  Score: Raw -541459.513501 + Penalty 2735.861576 = -538723.651924
  nChanged 95
		SP:Iteration 20F (46469.150000 sec): 3 clusters
  Score: Raw -541531.616124 + Penalty 2735.861576 = -538795.754547
  nChanged 75
		SP:Iteration 21Q (46469.350000 sec): 3 clusters
  Score: Raw -541584.581645 + Penalty 2735.861576 = -538848.720068
  nChanged 58
		SP:Iteration 22Q (46469.530000 sec): 3 clusters
  Score: Raw -541624.720733 + Penalty 2735.861576 = -538888.859157
  nChanged 52
		SP:Iteration 23Q (46469.720000 sec): 3 clusters
  Score: Raw -541674.780697 + Penalty 2735.861576 = -538938.919121
  nChanged 42
		SP:Iteration 24Q (46469.910000 sec): 3 clusters
  Score: Raw -541708.581208 + Penalty 2735.861576 = -538972.719632
  nChanged 23
		SP:Iteration 25Q (46470.130000 sec): 3 clusters
  Score: Raw -541729.433664 + Penalty 2735.861576 = -538993.572087
  nChanged 13
		SP:Iteration 26Q (46470.340000 sec): 3 clusters
  Score: Raw -541738.245685 + Penalty 2735.861576 = -539002.384109
  nChanged 11
		SP:Iteration 27Q (46470.510000 sec): 3 clusters
  Score: Raw -541746.042313 + Penalty 2735.861576 = -539010.180737
  nChanged 4
		SP:Iteration 28Q (46470.710000 sec): 3 clusters
  Score: Raw -541748.443287 + Penalty 2735.861576 = -539012.581711
  nChanged 4
		SP:Iteration 29Q (46470.880000 sec): 3 clusters
  Score: Raw -541751.881304 + Penalty 2735.861576 = -539016.019728
  nChanged 3
		SP:Iteration 30Q (46471.070000 sec): 3 clusters
  Score: Raw -541753.336278 + Penalty 2735.861576 = -539017.474702
  nChanged 1
		SP:Iteration 31Q (46471.270000 sec): 3 clusters
  Score: Raw -541754.608948 + Penalty 2735.861576 = -539018.747372
  nChanged 1
		SP:Iteration 32Q (46471.470000 sec): 3 clusters
  Score: Raw -541755.454801 + Penalty 2735.861576 = -539019.593224
  nChanged 1
		SP:Iteration 33Q (46471.680000 sec): 3 clusters
  Score: Raw -541756.143105 + Penalty 2735.861576 = -539020.281528
  nChanged 0
		SP:Iteration 34F (46471.860000 sec): 3 clusters
  Score: Raw -541756.143105 + Penalty 2735.861576 = -539020.281528
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46472.020000 sec): 2 clusters
  Score: Raw -67988.415011 + Penalty 1039.771677 = -66948.643334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46472.170000 sec): 3 clusters
  Score: Raw -67923.255496 + Penalty 2079.543354 = -65843.712143
  nChanged 167
		SP:Iteration 1F (46472.350000 sec): 3 clusters
  Score: Raw -68162.848987 + Penalty 2079.543354 = -66083.305633
  nChanged 67
		SP:Iteration 2F (46472.510000 sec): 3 clusters
  Score: Raw -68303.052422 + Penalty 2079.543354 = -66223.509068
  nChanged 47
		SP:Iteration 3F (46472.640000 sec): 3 clusters
  Score: Raw -68410.914604 + Penalty 2079.543354 = -66331.371250
  nChanged 33
		SP:Iteration 4F (46472.790000 sec): 3 clusters
  Score: Raw -68499.020638 + Penalty 2079.543354 = -66419.477285
  nChanged 21
		SP:Iteration 5Q (46472.940000 sec): 3 clusters
  Score: Raw -68567.273263 + Penalty 2079.543354 = -66487.729909
  nChanged 18
		SP:Iteration 6Q (46473.080000 sec): 3 clusters
  Score: Raw -68619.782066 + Penalty 2079.543354 = -66540.238712
  nChanged 11
		SP:Iteration 7Q (46473.300000 sec): 3 clusters
  Score: Raw -68649.892571 + Penalty 2079.543354 = -66570.349217
  nChanged 3
		SP:Iteration 8Q (46473.460000 sec): 3 clusters
  Score: Raw -68659.517624 + Penalty 2079.543354 = -66579.974270
  nChanged 1
		SP:Iteration 9Q (46473.630000 sec): 3 clusters
  Score: Raw -68660.123350 + Penalty 2079.543354 = -66580.579996
  nChanged 0
		SP:Iteration 10F (46473.810000 sec): 3 clusters
  Score: Raw -68660.123350 + Penalty 2079.543354 = -66580.579996
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46473.900000 sec): 2 clusters
  Score: Raw -39808.847939 + Penalty 980.376511 = -38828.471428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46474.100000 sec): 3 clusters
  Score: Raw -39889.146095 + Penalty 1960.753022 = -37928.393073
  nChanged 109
		SP:Iteration 1F (46474.260000 sec): 3 clusters
  Score: Raw -40184.664379 + Penalty 1960.753022 = -38223.911357
  nChanged 37
		SP:Iteration 2F (46474.400000 sec): 3 clusters
  Score: Raw -40275.887893 + Penalty 1960.753022 = -38315.134871
  nChanged 19
		SP:Iteration 3Q (46474.620000 sec): 3 clusters
  Score: Raw -40320.179274 + Penalty 1960.753022 = -38359.426252
  nChanged 9
		SP:Iteration 4Q (46474.770000 sec): 3 clusters
  Score: Raw -40344.127514 + Penalty 1960.753022 = -38383.374492
  nChanged 5
		SP:Iteration 5Q (46474.950000 sec): 3 clusters
  Score: Raw -40355.936542 + Penalty 1960.753022 = -38395.183520
  nChanged 4
		SP:Iteration 6Q (46475.150000 sec): 3 clusters
  Score: Raw -40368.801214 + Penalty 1960.753022 = -38408.048192
  nChanged 4
		SP:Iteration 7Q (46475.290000 sec): 3 clusters
  Score: Raw -40378.162990 + Penalty 1960.753022 = -38417.409968
  nChanged 2
		SP:Iteration 8Q (46475.520000 sec): 3 clusters
  Score: Raw -40380.961740 + Penalty 1960.753022 = -38420.208718
  nChanged 2
		SP:Iteration 9Q (46475.690000 sec): 3 clusters
  Score: Raw -40388.298616 + Penalty 1960.753022 = -38427.545594
  nChanged 4
		SP:Iteration 10Q (46475.840000 sec): 3 clusters
  Score: Raw -40394.933894 + Penalty 1960.753022 = -38434.180872
  nChanged 0
		SP:Iteration 11F (46476.050000 sec): 3 clusters
  Score: Raw -40394.933894 + Penalty 1960.753022 = -38434.180872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46476.360000 sec): 2 clusters
  Score: Raw -5097864.724376 + Penalty 1726.563070 = -5096138.161306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46476.660000 sec): 3 clusters
  Score: Raw -5072045.944070 + Penalty 3453.126140 = -5068592.817930
  nChanged 19156
		SP:Iteration 1F (46477.020000 sec): 3 clusters
  Score: Raw -5083075.272841 + Penalty 3453.126140 = -5079622.146701
  nChanged 1993
		SP:Iteration 2Q (46477.420000 sec): 3 clusters
  Score: Raw -5083857.594581 + Penalty 3453.126140 = -5080404.468442
  nChanged 2208
		SP:Iteration 3F (46477.730000 sec): 3 clusters
  Score: Raw -5084848.970349 + Penalty 3453.126140 = -5081395.844209
  nChanged 2331
		SP:Iteration 4F (46478.070000 sec): 3 clusters
  Score: Raw -5085978.195730 + Penalty 3453.126140 = -5082525.069590
  nChanged 2355
		SP:Iteration 5F (46478.410000 sec): 3 clusters
  Score: Raw -5087098.412326 + Penalty 3453.126140 = -5083645.286186
  nChanged 2153
		SP:Iteration 6F (46478.740000 sec): 3 clusters
  Score: Raw -5088120.053269 + Penalty 3453.126140 = -5084666.927129
  nChanged 1915
		SP:Iteration 7Q (46479.070000 sec): 3 clusters
  Score: Raw -5088995.165793 + Penalty 3453.126140 = -5085542.039653
  nChanged 1679
		SP:Iteration 8Q (46479.370000 sec): 3 clusters
  Score: Raw -5089773.989617 + Penalty 3453.126140 = -5086320.863477
  nChanged 1449
		SP:Iteration 9Q (46479.740000 sec): 3 clusters
  Score: Raw -5090565.244542 + Penalty 3453.126140 = -5087112.118402
  nChanged 1437
		SP:Iteration 10Q (46480.140000 sec): 3 clusters
  Score: Raw -5091529.303075 + Penalty 3453.126140 = -5088076.176936
  nChanged 1412
		SP:Iteration 11Q (46480.500000 sec): 3 clusters
  Score: Raw -5092608.080828 + Penalty 3453.126140 = -5089154.954688
  nChanged 1381
		SP:Iteration 12Q (46480.830000 sec): 3 clusters
  Score: Raw -5093641.929847 + Penalty 3453.126140 = -5090188.803708
  nChanged 1234
		SP:Iteration 13Q (46481.170000 sec): 3 clusters
  Score: Raw -5094391.988106 + Penalty 3453.126140 = -5090938.861967
  nChanged 935
		SP:Iteration 14Q (46481.430000 sec): 3 clusters
  Score: Raw -5094888.815060 + Penalty 3453.126140 = -5091435.688920
  nChanged 699
		SP:Iteration 15Q (46481.770000 sec): 3 clusters
  Score: Raw -5095270.436490 + Penalty 3453.126140 = -5091817.310351
  nChanged 580
		SP:Iteration 16Q (46482.110000 sec): 3 clusters
  Score: Raw -5095566.359005 + Penalty 3453.126140 = -5092113.232865
  nChanged 494
		SP:Iteration 17Q (46482.390000 sec): 3 clusters
  Score: Raw -5095802.429756 + Penalty 3453.126140 = -5092349.303616
  nChanged 481
		SP:Iteration 18Q (46482.730000 sec): 3 clusters
  Score: Raw -5096002.244368 + Penalty 3453.126140 = -5092549.118228
  nChanged 414
		SP:Iteration 19Q (46483.050000 sec): 3 clusters
  Score: Raw -5096156.056086 + Penalty 3453.126140 = -5092702.929946
  nChanged 377
		SP:Iteration 20F (46483.420000 sec): 3 clusters
  Score: Raw -5096309.698548 + Penalty 3453.126140 = -5092856.572408
  nChanged 374
		SP:Iteration 21Q (46483.740000 sec): 3 clusters
  Score: Raw -5096461.586668 + Penalty 3453.126140 = -5093008.460528
  nChanged 342
		SP:Iteration 22Q (46484.120000 sec): 3 clusters
  Score: Raw -5096592.607640 + Penalty 3453.126140 = -5093139.481500
  nChanged 313
		SP:Iteration 23Q (46484.450000 sec): 3 clusters
  Score: Raw -5096706.287135 + Penalty 3453.126140 = -5093253.160995
  nChanged 289
		SP:Iteration 24Q (46484.760000 sec): 3 clusters
  Score: Raw -5096805.868007 + Penalty 3453.126140 = -5093352.741867
  nChanged 257
		SP:Iteration 25Q (46485.080000 sec): 3 clusters
  Score: Raw -5096888.598646 + Penalty 3453.126140 = -5093435.472506
  nChanged 233
		SP:Iteration 26Q (46485.470000 sec): 3 clusters
  Score: Raw -5096957.240974 + Penalty 3453.126140 = -5093504.114834
  nChanged 214
		SP:Iteration 27Q (46485.800000 sec): 3 clusters
  Score: Raw -5097019.425932 + Penalty 3453.126140 = -5093566.299792
  nChanged 226
		SP:Iteration 28Q (46486.100000 sec): 3 clusters
  Score: Raw -5097084.958918 + Penalty 3453.126140 = -5093631.832778
  nChanged 223
		SP:Iteration 29Q (46486.370000 sec): 3 clusters
  Score: Raw -5097157.182005 + Penalty 3453.126140 = -5093704.055865
  nChanged 208
		SP:Iteration 30Q (46486.730000 sec): 3 clusters
  Score: Raw -5097225.459299 + Penalty 3453.126140 = -5093772.333159
  nChanged 196
		SP:Iteration 31Q (46487.110000 sec): 3 clusters
  Score: Raw -5097289.832299 + Penalty 3453.126140 = -5093836.706159
  nChanged 202
		SP:Iteration 32Q (46487.440000 sec): 3 clusters
  Score: Raw -5097358.161960 + Penalty 3453.126140 = -5093905.035820
  nChanged 208
		SP:Iteration 33Q (46487.780000 sec): 3 clusters
  Score: Raw -5097427.202222 + Penalty 3453.126140 = -5093974.076083
  nChanged 208
		SP:Iteration 34Q (46488.160000 sec): 3 clusters
  Score: Raw -5097499.373619 + Penalty 3453.126140 = -5094046.247479
  nChanged 201
		SP:Iteration 35Q (46488.520000 sec): 3 clusters
  Score: Raw -5097570.496314 + Penalty 3453.126140 = -5094117.370175
  nChanged 197
		SP:Iteration 36Q (46488.870000 sec): 3 clusters
  Score: Raw -5097636.548551 + Penalty 3453.126140 = -5094183.422411
  nChanged 188
		SP:Iteration 37Q (46489.220000 sec): 3 clusters
  Score: Raw -5097704.666987 + Penalty 3453.126140 = -5094251.540847
  nChanged 192
		SP:Iteration 38Q (46489.650000 sec): 3 clusters
  Score: Raw -5097775.941560 + Penalty 3453.126140 = -5094322.815420
  nChanged 172
		SP:Iteration 39Q (46490.100000 sec): 3 clusters
  Score: Raw -5097836.788577 + Penalty 3453.126140 = -5094383.662437
  nChanged 158
		SP:Iteration 40F (46490.520000 sec): 3 clusters
  Score: Raw -5097894.899255 + Penalty 3453.126140 = -5094441.773115
  nChanged 149
		SP:Iteration 41Q (46490.830000 sec): 3 clusters
  Score: Raw -5097948.160337 + Penalty 3453.126140 = -5094495.034197
  nChanged 124
		SP:Iteration 42Q (46491.200000 sec): 3 clusters
  Score: Raw -5097988.802980 + Penalty 3453.126140 = -5094535.676840
  nChanged 103
		SP:Iteration 43Q (46491.520000 sec): 3 clusters
  Score: Raw -5098020.222170 + Penalty 3453.126140 = -5094567.096030
  nChanged 78
		SP:Iteration 44Q (46491.800000 sec): 3 clusters
  Score: Raw -5098047.454053 + Penalty 3453.126140 = -5094594.327913
  nChanged 71
		SP:Iteration 45Q (46492.160000 sec): 3 clusters
  Score: Raw -5098069.282062 + Penalty 3453.126140 = -5094616.155923
  nChanged 70
		SP:Iteration 46Q (46492.490000 sec): 3 clusters
  Score: Raw -5098088.755760 + Penalty 3453.126140 = -5094635.629621
  nChanged 61
		SP:Iteration 47Q (46492.800000 sec): 3 clusters
  Score: Raw -5098103.751759 + Penalty 3453.126140 = -5094650.625619
  nChanged 49
		SP:Iteration 48Q (46493.170000 sec): 3 clusters
  Score: Raw -5098117.174166 + Penalty 3453.126140 = -5094664.048026
  nChanged 52
		SP:Iteration 49Q (46493.540000 sec): 3 clusters
  Score: Raw -5098131.584576 + Penalty 3453.126140 = -5094678.458436
  nChanged 45
		SP:Iteration 50Q (46493.910000 sec): 3 clusters
  Score: Raw -5098144.850788 + Penalty 3453.126140 = -5094691.724648
  nChanged 44
		SP:Iteration 51Q (46494.340000 sec): 3 clusters
  Score: Raw -5098157.938165 + Penalty 3453.126140 = -5094704.812025
  nChanged 43
		SP:Iteration 52Q (46494.660000 sec): 3 clusters
  Score: Raw -5098170.287633 + Penalty 3453.126140 = -5094717.161493
  nChanged 35
		SP:Iteration 53Q (46495.050000 sec): 3 clusters
  Score: Raw -5098179.818058 + Penalty 3453.126140 = -5094726.691918
  nChanged 35
		SP:Iteration 54Q (46495.400000 sec): 3 clusters
  Score: Raw -5098189.253811 + Penalty 3453.126140 = -5094736.127671
  nChanged 27
		SP:Iteration 55Q (46495.780000 sec): 3 clusters
  Score: Raw -5098196.377949 + Penalty 3453.126140 = -5094743.251809
  nChanged 15
		SP:Iteration 56Q (46496.110000 sec): 3 clusters
  Score: Raw -5098200.311069 + Penalty 3453.126140 = -5094747.184929
  nChanged 12
		SP:Iteration 57Q (46496.520000 sec): 3 clusters
  Score: Raw -5098203.714684 + Penalty 3453.126140 = -5094750.588544
  nChanged 14
		SP:Iteration 58Q (46496.820000 sec): 3 clusters
  Score: Raw -5098208.138310 + Penalty 3453.126140 = -5094755.012170
  nChanged 17
		SP:Iteration 59Q (46497.220000 sec): 3 clusters
  Score: Raw -5098213.892575 + Penalty 3453.126140 = -5094760.766435
  nChanged 15
		SP:Iteration 60F (46497.680000 sec): 3 clusters
  Score: Raw -5098217.361283 + Penalty 3453.126140 = -5094764.235143
  nChanged 7
		SP:Iteration 61Q (46498.080000 sec): 3 clusters
  Score: Raw -5098218.931096 + Penalty 3453.126140 = -5094765.804956
  nChanged 6
		SP:Iteration 62Q (46498.440000 sec): 3 clusters
  Score: Raw -5098219.746686 + Penalty 3453.126140 = -5094766.620546
  nChanged 2
		SP:Iteration 63Q (46498.820000 sec): 3 clusters
  Score: Raw -5098220.070221 + Penalty 3453.126140 = -5094766.944081
  nChanged 1
		SP:Iteration 64Q (46499.190000 sec): 3 clusters
  Score: Raw -5098220.515034 + Penalty 3453.126140 = -5094767.388894
  nChanged 4
		SP:Iteration 65Q (46499.500000 sec): 3 clusters
  Score: Raw -5098222.391008 + Penalty 3453.126140 = -5094769.264869
  nChanged 8
		SP:Iteration 66Q (46499.880000 sec): 3 clusters
  Score: Raw -5098223.980316 + Penalty 3453.126140 = -5094770.854176
  nChanged 6
		SP:Iteration 67Q (46500.280000 sec): 3 clusters
  Score: Raw -5098225.336205 + Penalty 3453.126140 = -5094772.210065
  nChanged 6
		SP:Iteration 68Q (46500.620000 sec): 3 clusters
  Score: Raw -5098226.849861 + Penalty 3453.126140 = -5094773.723721
  nChanged 6
		SP:Iteration 69Q (46500.980000 sec): 3 clusters
  Score: Raw -5098228.299307 + Penalty 3453.126140 = -5094775.173167
  nChanged 7
		SP:Iteration 70Q (46501.300000 sec): 3 clusters
  Score: Raw -5098230.972068 + Penalty 3453.126140 = -5094777.845928
  nChanged 9
		SP:Iteration 71Q (46501.710000 sec): 3 clusters
  Score: Raw -5098234.793782 + Penalty 3453.126140 = -5094781.667642
  nChanged 13
		SP:Iteration 72Q (46502.070000 sec): 3 clusters
  Score: Raw -5098237.309491 + Penalty 3453.126140 = -5094784.183351
  nChanged 8
		SP:Iteration 73Q (46502.480000 sec): 3 clusters
  Score: Raw -5098239.777385 + Penalty 3453.126140 = -5094786.651245
  nChanged 8
		SP:Iteration 74Q (46502.800000 sec): 3 clusters
  Score: Raw -5098241.530543 + Penalty 3453.126140 = -5094788.404403
  nChanged 9
		SP:Iteration 75Q (46503.220000 sec): 3 clusters
  Score: Raw -5098244.962213 + Penalty 3453.126140 = -5094791.836074
  nChanged 12
		SP:Iteration 76Q (46503.610000 sec): 3 clusters
  Score: Raw -5098249.723849 + Penalty 3453.126140 = -5094796.597709
  nChanged 10
		SP:Iteration 77Q (46503.930000 sec): 3 clusters
  Score: Raw -5098254.444815 + Penalty 3453.126140 = -5094801.318675
  nChanged 9
		SP:Iteration 78Q (46504.340000 sec): 3 clusters
  Score: Raw -5098258.519141 + Penalty 3453.126140 = -5094805.393001
  nChanged 11
		SP:Iteration 79Q (46504.780000 sec): 3 clusters
  Score: Raw -5098262.469956 + Penalty 3453.126140 = -5094809.343816
  nChanged 9
		SP:Iteration 80F (46505.150000 sec): 3 clusters
  Score: Raw -5098264.585813 + Penalty 3453.126140 = -5094811.459673
  nChanged 7
		SP:Iteration 81Q (46505.490000 sec): 3 clusters
  Score: Raw -5098266.192113 + Penalty 3453.126140 = -5094813.065973
  nChanged 5
		SP:Iteration 82Q (46505.800000 sec): 3 clusters
  Score: Raw -5098267.104874 + Penalty 3453.126140 = -5094813.978734
  nChanged 2
		SP:Iteration 83Q (46506.160000 sec): 3 clusters
  Score: Raw -5098268.214917 + Penalty 3453.126140 = -5094815.088777
  nChanged 4
		SP:Iteration 84Q (46506.560000 sec): 3 clusters
  Score: Raw -5098270.230162 + Penalty 3453.126140 = -5094817.104022
  nChanged 3
		SP:Iteration 85Q (46506.900000 sec): 3 clusters
  Score: Raw -5098270.953628 + Penalty 3453.126140 = -5094817.827488
  nChanged 3
		SP:Iteration 86Q (46507.260000 sec): 3 clusters
  Score: Raw -5098271.582432 + Penalty 3453.126140 = -5094818.456292
  nChanged 6
		SP:Iteration 87Q (46507.560000 sec): 3 clusters
  Score: Raw -5098272.993247 + Penalty 3453.126140 = -5094819.867107
  nChanged 10
		SP:Iteration 88Q (46507.910000 sec): 3 clusters
  Score: Raw -5098275.770112 + Penalty 3453.126140 = -5094822.643972
  nChanged 7
		SP:Iteration 89Q (46508.240000 sec): 3 clusters
  Score: Raw -5098277.852096 + Penalty 3453.126140 = -5094824.725956
  nChanged 8
		SP:Iteration 90Q (46508.540000 sec): 3 clusters
  Score: Raw -5098279.906572 + Penalty 3453.126140 = -5094826.780432
  nChanged 7
		SP:Iteration 91Q (46508.860000 sec): 3 clusters
  Score: Raw -5098282.441141 + Penalty 3453.126140 = -5094829.315001
  nChanged 6
		SP:Iteration 92Q (46509.260000 sec): 3 clusters
  Score: Raw -5098283.702385 + Penalty 3453.126140 = -5094830.576245
  nChanged 4
		SP:Iteration 93Q (46509.600000 sec): 3 clusters
  Score: Raw -5098284.759999 + Penalty 3453.126140 = -5094831.633859
  nChanged 4
		SP:Iteration 94Q (46509.920000 sec): 3 clusters
  Score: Raw -5098286.511712 + Penalty 3453.126140 = -5094833.385572
  nChanged 10
		SP:Iteration 95Q (46510.280000 sec): 3 clusters
  Score: Raw -5098290.655764 + Penalty 3453.126140 = -5094837.529625
  nChanged 11
		SP:Iteration 96Q (46510.650000 sec): 3 clusters
  Score: Raw -5098293.499248 + Penalty 3453.126140 = -5094840.373108
  nChanged 6
		SP:Iteration 97Q (46511.020000 sec): 3 clusters
  Score: Raw -5098295.557839 + Penalty 3453.126140 = -5094842.431699
  nChanged 9
		SP:Iteration 98Q (46511.350000 sec): 3 clusters
  Score: Raw -5098298.226782 + Penalty 3453.126140 = -5094845.100642
  nChanged 6
		SP:Iteration 99Q (46511.720000 sec): 3 clusters
  Score: Raw -5098300.282500 + Penalty 3453.126140 = -5094847.156360
  nChanged 6
		SP:Iteration 100F (46512.100000 sec): 3 clusters
  Score: Raw -5098302.557109 + Penalty 3453.126140 = -5094849.430969
  nChanged 8
		SP:Iteration 101Q (46512.460000 sec): 3 clusters
  Score: Raw -5098303.864546 + Penalty 3453.126140 = -5094850.738406
  nChanged 5
		SP:Iteration 102Q (46512.820000 sec): 3 clusters
  Score: Raw -5098305.065701 + Penalty 3453.126140 = -5094851.939562
  nChanged 3
		SP:Iteration 103Q (46513.110000 sec): 3 clusters
  Score: Raw -5098305.739645 + Penalty 3453.126140 = -5094852.613505
  nChanged 3
		SP:Iteration 104Q (46513.440000 sec): 3 clusters
  Score: Raw -5098306.562587 + Penalty 3453.126140 = -5094853.436447
  nChanged 3
		SP:Iteration 105Q (46513.760000 sec): 3 clusters
  Score: Raw -5098307.343636 + Penalty 3453.126140 = -5094854.217497
  nChanged 4
		SP:Iteration 106Q (46514.130000 sec): 3 clusters
  Score: Raw -5098308.332924 + Penalty 3453.126140 = -5094855.206784
  nChanged 1
		SP:Iteration 107Q (46514.430000 sec): 3 clusters
  Score: Raw -5098308.706739 + Penalty 3453.126140 = -5094855.580599
  nChanged 1
		SP:Iteration 108Q (46514.800000 sec): 3 clusters
  Score: Raw -5098309.000343 + Penalty 3453.126140 = -5094855.874203
  nChanged 1
		SP:Iteration 109Q (46515.180000 sec): 3 clusters
  Score: Raw -5098309.309832 + Penalty 3453.126140 = -5094856.183692
  nChanged 2
		SP:Iteration 110Q (46515.560000 sec): 3 clusters
  Score: Raw -5098310.061087 + Penalty 3453.126140 = -5094856.934947
  nChanged 1
		SP:Iteration 111Q (46515.900000 sec): 3 clusters
  Score: Raw -5098310.258638 + Penalty 3453.126140 = -5094857.132498
  nChanged 0
		SP:Iteration 112F (46516.250000 sec): 3 clusters
  Score: Raw -5098310.258638 + Penalty 3453.126140 = -5094857.132498
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46516.400000 sec): 2 clusters
  Score: Raw -186700.266209 + Penalty 1212.516564 = -185487.749645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46516.600000 sec): 3 clusters
  Score: Raw -186031.177263 + Penalty 2425.033127 = -183606.144135
  nChanged 619
		SP:Iteration 1F (46516.780000 sec): 3 clusters
  Score: Raw -186598.552242 + Penalty 2425.033127 = -184173.519115
  nChanged 186
		SP:Iteration 2F (46516.940000 sec): 3 clusters
  Score: Raw -186847.856902 + Penalty 2425.033127 = -184422.823775
  nChanged 136
		SP:Iteration 3F (46517.150000 sec): 3 clusters
  Score: Raw -186991.780451 + Penalty 2425.033127 = -184566.747324
  nChanged 95
		SP:Iteration 4F (46517.330000 sec): 3 clusters
  Score: Raw -187088.068324 + Penalty 2425.033127 = -184663.035197
  nChanged 81
		SP:Iteration 5Q (46517.510000 sec): 3 clusters
  Score: Raw -187208.038638 + Penalty 2425.033127 = -184783.005511
  nChanged 78
		SP:Iteration 6Q (46517.710000 sec): 3 clusters
  Score: Raw -187289.463441 + Penalty 2425.033127 = -184864.430314
  nChanged 62
		SP:Iteration 7Q (46517.890000 sec): 3 clusters
  Score: Raw -187359.494099 + Penalty 2425.033127 = -184934.460972
  nChanged 48
		SP:Iteration 8Q (46518.050000 sec): 3 clusters
  Score: Raw -187402.553479 + Penalty 2425.033127 = -184977.520352
  nChanged 37
		SP:Iteration 9Q (46518.230000 sec): 3 clusters
  Score: Raw -187444.624939 + Penalty 2425.033127 = -185019.591811
  nChanged 32
		SP:Iteration 10Q (46518.390000 sec): 3 clusters
  Score: Raw -187484.847136 + Penalty 2425.033127 = -185059.814009
  nChanged 29
		SP:Iteration 11Q (46518.590000 sec): 3 clusters
  Score: Raw -187508.963636 + Penalty 2425.033127 = -185083.930508
  nChanged 21
		SP:Iteration 12Q (46518.770000 sec): 3 clusters
  Score: Raw -187527.675666 + Penalty 2425.033127 = -185102.642538
  nChanged 12
		SP:Iteration 13Q (46518.930000 sec): 3 clusters
  Score: Raw -187535.199203 + Penalty 2425.033127 = -185110.166076
  nChanged 11
		SP:Iteration 14Q (46519.130000 sec): 3 clusters
  Score: Raw -187543.419419 + Penalty 2425.033127 = -185118.386292
  nChanged 6
		SP:Iteration 15Q (46519.320000 sec): 3 clusters
  Score: Raw -187546.183137 + Penalty 2425.033127 = -185121.150009
  nChanged 2
		SP:Iteration 16Q (46519.550000 sec): 3 clusters
  Score: Raw -187546.949301 + Penalty 2425.033127 = -185121.916174
  nChanged 3
		SP:Iteration 17Q (46519.730000 sec): 3 clusters
  Score: Raw -187548.839632 + Penalty 2425.033127 = -185123.806505
  nChanged 3
		SP:Iteration 18Q (46519.880000 sec): 3 clusters
  Score: Raw -187550.907661 + Penalty 2425.033127 = -185125.874533
  nChanged 0
		SP:Iteration 19F (46520.060000 sec): 3 clusters
  Score: Raw -187550.907661 + Penalty 2425.033127 = -185125.874533
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (7541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46520.170000 sec): 2 clusters
  Score: Raw -872243.025217 + Penalty 1450.817888 = -870792.207329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46520.400000 sec): 3 clusters
  Score: Raw -868113.111233 + Penalty 2901.635775 = -865211.475458
  nChanged 3197
		SP:Iteration 1F (46520.580000 sec): 3 clusters
  Score: Raw -870012.339511 + Penalty 2901.635775 = -867110.703736
  nChanged 574
		SP:Iteration 2F (46520.790000 sec): 3 clusters
  Score: Raw -870365.449772 + Penalty 2901.635775 = -867463.813996
  nChanged 473
		SP:Iteration 3F (46520.970000 sec): 3 clusters
  Score: Raw -870709.102641 + Penalty 2901.635775 = -867807.466866
  nChanged 476
		SP:Iteration 4F (46521.220000 sec): 3 clusters
  Score: Raw -871099.338550 + Penalty 2901.635775 = -868197.702774
  nChanged 438
		SP:Iteration 5F (46521.410000 sec): 3 clusters
  Score: Raw -871476.972296 + Penalty 2901.635775 = -868575.336521
  nChanged 454
		SP:Iteration 6F (46521.640000 sec): 3 clusters
  Score: Raw -871878.877944 + Penalty 2901.635775 = -868977.242169
  nChanged 393
		SP:Iteration 7F (46521.880000 sec): 3 clusters
  Score: Raw -872257.593216 + Penalty 2901.635775 = -869355.957441
  nChanged 332
		SP:Iteration 8Q (46522.060000 sec): 3 clusters
  Score: Raw -872548.156986 + Penalty 2901.635775 = -869646.521210
  nChanged 247
		SP:Iteration 9Q (46522.320000 sec): 3 clusters
  Score: Raw -872715.536181 + Penalty 2901.635775 = -869813.900406
  nChanged 172
		SP:Iteration 10Q (46522.590000 sec): 3 clusters
  Score: Raw -872824.615673 + Penalty 2901.635775 = -869922.979897
  nChanged 114
		SP:Iteration 11Q (46522.800000 sec): 3 clusters
  Score: Raw -872878.151745 + Penalty 2901.635775 = -869976.515970
  nChanged 81
		SP:Iteration 12Q (46523.070000 sec): 3 clusters
  Score: Raw -872908.928827 + Penalty 2901.635775 = -870007.293051
  nChanged 56
		SP:Iteration 13Q (46523.370000 sec): 3 clusters
  Score: Raw -872930.549377 + Penalty 2901.635775 = -870028.913602
  nChanged 53
		SP:Iteration 14Q (46523.590000 sec): 3 clusters
  Score: Raw -872947.992975 + Penalty 2901.635775 = -870046.357199
  nChanged 37
		SP:Iteration 15Q (46523.850000 sec): 3 clusters
  Score: Raw -872958.353479 + Penalty 2901.635775 = -870056.717704
  nChanged 31
		SP:Iteration 16Q (46524.080000 sec): 3 clusters
  Score: Raw -872964.789512 + Penalty 2901.635775 = -870063.153737
  nChanged 23
		SP:Iteration 17Q (46524.330000 sec): 3 clusters
  Score: Raw -872969.289966 + Penalty 2901.635775 = -870067.654190
  nChanged 20
		SP:Iteration 18Q (46524.590000 sec): 3 clusters
  Score: Raw -872972.608159 + Penalty 2901.635775 = -870070.972383
  nChanged 13
		SP:Iteration 19Q (46524.770000 sec): 3 clusters
  Score: Raw -872976.195011 + Penalty 2901.635775 = -870074.559235
  nChanged 9
		SP:Iteration 20F (46525.040000 sec): 3 clusters
  Score: Raw -872979.081077 + Penalty 2901.635775 = -870077.445301
  nChanged 10
		SP:Iteration 21Q (46525.240000 sec): 3 clusters
  Score: Raw -872983.703276 + Penalty 2901.635775 = -870082.067501
  nChanged 16
		SP:Iteration 22Q (46525.440000 sec): 3 clusters
  Score: Raw -872991.058535 + Penalty 2901.635775 = -870089.422760
  nChanged 13
		SP:Iteration 23Q (46525.630000 sec): 3 clusters
  Score: Raw -872998.279710 + Penalty 2901.635775 = -870096.643935
  nChanged 21
		SP:Iteration 24Q (46525.900000 sec): 3 clusters
  Score: Raw -873004.354257 + Penalty 2901.635775 = -870102.718482
  nChanged 15
		SP:Iteration 25Q (46526.090000 sec): 3 clusters
  Score: Raw -873007.234550 + Penalty 2901.635775 = -870105.598775
  nChanged 13
		SP:Iteration 26Q (46526.310000 sec): 3 clusters
  Score: Raw -873010.146238 + Penalty 2901.635775 = -870108.510462
  nChanged 9
		SP:Iteration 27Q (46526.530000 sec): 3 clusters
  Score: Raw -873012.717321 + Penalty 2901.635775 = -870111.081546
  nChanged 9
		SP:Iteration 28Q (46526.740000 sec): 3 clusters
  Score: Raw -873013.870106 + Penalty 2901.635775 = -870112.234330
  nChanged 2
		SP:Iteration 29Q (46526.950000 sec): 3 clusters
  Score: Raw -873014.105541 + Penalty 2901.635775 = -870112.469766
  nChanged 3
		SP:Iteration 30Q (46527.170000 sec): 3 clusters
  Score: Raw -873014.917937 + Penalty 2901.635775 = -870113.282161
  nChanged 2
		SP:Iteration 31Q (46527.360000 sec): 3 clusters
  Score: Raw -873015.066734 + Penalty 2901.635775 = -870113.430959
  nChanged 0
		SP:Iteration 32F (46527.580000 sec): 3 clusters
  Score: Raw -873015.066734 + Penalty 2901.635775 = -870113.430959
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46527.770000 sec): 2 clusters
  Score: Raw -582426.616912 + Penalty 1394.734401 = -581031.882511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46527.960000 sec): 3 clusters
  Score: Raw -579683.947264 + Penalty 2789.468803 = -576894.478461
  nChanged 2160
		SP:Iteration 1F (46528.190000 sec): 3 clusters
  Score: Raw -580927.656019 + Penalty 2789.468803 = -578138.187216
  nChanged 401
		SP:Iteration 2F (46528.400000 sec): 3 clusters
  Score: Raw -581186.124053 + Penalty 2789.468803 = -578396.655250
  nChanged 352
		SP:Iteration 3F (46528.590000 sec): 3 clusters
  Score: Raw -581405.404019 + Penalty 2789.468803 = -578615.935216
  nChanged 273
		SP:Iteration 4F (46528.790000 sec): 3 clusters
  Score: Raw -581549.146434 + Penalty 2789.468803 = -578759.677631
  nChanged 235
		SP:Iteration 5Q (46529.030000 sec): 3 clusters
  Score: Raw -581673.725699 + Penalty 2789.468803 = -578884.256896
  nChanged 217
		SP:Iteration 6Q (46529.210000 sec): 3 clusters
  Score: Raw -581808.843259 + Penalty 2789.468803 = -579019.374456
  nChanged 211
		SP:Iteration 7Q (46529.390000 sec): 3 clusters
  Score: Raw -581949.906172 + Penalty 2789.468803 = -579160.437369
  nChanged 202
		SP:Iteration 8Q (46529.600000 sec): 3 clusters
  Score: Raw -582097.169417 + Penalty 2789.468803 = -579307.700615
  nChanged 197
		SP:Iteration 9Q (46529.790000 sec): 3 clusters
  Score: Raw -582238.834518 + Penalty 2789.468803 = -579449.365715
  nChanged 160
		SP:Iteration 10Q (46529.980000 sec): 3 clusters
  Score: Raw -582348.899897 + Penalty 2789.468803 = -579559.431094
  nChanged 133
		SP:Iteration 11Q (46530.200000 sec): 3 clusters
  Score: Raw -582437.342521 + Penalty 2789.468803 = -579647.873718
  nChanged 125
		SP:Iteration 12Q (46530.370000 sec): 3 clusters
  Score: Raw -582511.094822 + Penalty 2789.468803 = -579721.626019
  nChanged 119
		SP:Iteration 13Q (46530.560000 sec): 3 clusters
  Score: Raw -582576.589425 + Penalty 2789.468803 = -579787.120622
  nChanged 85
		SP:Iteration 14Q (46530.830000 sec): 3 clusters
  Score: Raw -582615.194259 + Penalty 2789.468803 = -579825.725456
  nChanged 62
		SP:Iteration 15Q (46530.990000 sec): 3 clusters
  Score: Raw -582637.185314 + Penalty 2789.468803 = -579847.716511
  nChanged 46
		SP:Iteration 16Q (46531.210000 sec): 3 clusters
  Score: Raw -582653.134652 + Penalty 2789.468803 = -579863.665849
  nChanged 34
		SP:Iteration 17Q (46531.470000 sec): 3 clusters
  Score: Raw -582664.076000 + Penalty 2789.468803 = -579874.607197
  nChanged 31
		SP:Iteration 18Q (46531.670000 sec): 3 clusters
  Score: Raw -582675.297641 + Penalty 2789.468803 = -579885.828838
  nChanged 37
		SP:Iteration 19Q (46531.900000 sec): 3 clusters
  Score: Raw -582685.894629 + Penalty 2789.468803 = -579896.425826
  nChanged 34
		SP:Iteration 20F (46532.140000 sec): 3 clusters
  Score: Raw -582696.544289 + Penalty 2789.468803 = -579907.075486
  nChanged 35
		SP:Iteration 21Q (46532.390000 sec): 3 clusters
  Score: Raw -582711.080805 + Penalty 2789.468803 = -579921.612002
  nChanged 36
		SP:Iteration 22Q (46532.600000 sec): 3 clusters
  Score: Raw -582727.460905 + Penalty 2789.468803 = -579937.992102
  nChanged 33
		SP:Iteration 23Q (46532.760000 sec): 3 clusters
  Score: Raw -582739.388439 + Penalty 2789.468803 = -579949.919636
  nChanged 31
		SP:Iteration 24Q (46532.960000 sec): 3 clusters
  Score: Raw -582749.111235 + Penalty 2789.468803 = -579959.642432
  nChanged 26
		SP:Iteration 25Q (46533.180000 sec): 3 clusters
  Score: Raw -582756.664376 + Penalty 2789.468803 = -579967.195573
  nChanged 22
		SP:Iteration 26Q (46533.370000 sec): 3 clusters
  Score: Raw -582763.249414 + Penalty 2789.468803 = -579973.780611
  nChanged 30
		SP:Iteration 27Q (46533.600000 sec): 3 clusters
  Score: Raw -582772.503445 + Penalty 2789.468803 = -579983.034642
  nChanged 22
		SP:Iteration 28Q (46533.810000 sec): 3 clusters
  Score: Raw -582781.652458 + Penalty 2789.468803 = -579992.183655
  nChanged 26
		SP:Iteration 29Q (46534.010000 sec): 3 clusters
  Score: Raw -582789.348479 + Penalty 2789.468803 = -579999.879676
  nChanged 20
		SP:Iteration 30Q (46534.210000 sec): 3 clusters
  Score: Raw -582794.875196 + Penalty 2789.468803 = -580005.406393
  nChanged 26
		SP:Iteration 31Q (46534.410000 sec): 3 clusters
  Score: Raw -582801.990581 + Penalty 2789.468803 = -580012.521778
  nChanged 27
		SP:Iteration 32Q (46534.600000 sec): 3 clusters
  Score: Raw -582810.633702 + Penalty 2789.468803 = -580021.164899
  nChanged 20
		SP:Iteration 33Q (46534.810000 sec): 3 clusters
  Score: Raw -582817.188671 + Penalty 2789.468803 = -580027.719868
  nChanged 25
		SP:Iteration 34Q (46535.030000 sec): 3 clusters
  Score: Raw -582824.181501 + Penalty 2789.468803 = -580034.712698
  nChanged 31
		SP:Iteration 35Q (46535.210000 sec): 3 clusters
  Score: Raw -582834.368407 + Penalty 2789.468803 = -580044.899604
  nChanged 29
		SP:Iteration 36Q (46535.410000 sec): 3 clusters
  Score: Raw -582842.870883 + Penalty 2789.468803 = -580053.402080
  nChanged 24
		SP:Iteration 37Q (46535.590000 sec): 3 clusters
  Score: Raw -582850.440230 + Penalty 2789.468803 = -580060.971427
  nChanged 30
		SP:Iteration 38Q (46535.830000 sec): 3 clusters
  Score: Raw -582860.130419 + Penalty 2789.468803 = -580070.661617
  nChanged 33
		SP:Iteration 39Q (46535.980000 sec): 3 clusters
  Score: Raw -582873.471742 + Penalty 2789.468803 = -580084.002939
  nChanged 42
		SP:Iteration 40F (46536.210000 sec): 3 clusters
  Score: Raw -582893.670829 + Penalty 2789.468803 = -580104.202026
  nChanged 50
		SP:Iteration 41Q (46536.410000 sec): 3 clusters
  Score: Raw -582916.689072 + Penalty 2789.468803 = -580127.220269
  nChanged 58
		SP:Iteration 42Q (46536.620000 sec): 3 clusters
  Score: Raw -582944.485566 + Penalty 2789.468803 = -580155.016763
  nChanged 49
		SP:Iteration 43Q (46536.790000 sec): 3 clusters
  Score: Raw -582970.593223 + Penalty 2789.468803 = -580181.124420
  nChanged 40
		SP:Iteration 44Q (46537.010000 sec): 3 clusters
  Score: Raw -582989.405492 + Penalty 2789.468803 = -580199.936689
  nChanged 40
		SP:Iteration 45Q (46537.190000 sec): 3 clusters
  Score: Raw -583005.781292 + Penalty 2789.468803 = -580216.312489
  nChanged 37
		SP:Iteration 46Q (46537.360000 sec): 3 clusters
  Score: Raw -583018.697181 + Penalty 2789.468803 = -580229.228378
  nChanged 27
		SP:Iteration 47Q (46537.540000 sec): 3 clusters
  Score: Raw -583027.286670 + Penalty 2789.468803 = -580237.817867
  nChanged 39
		SP:Iteration 48Q (46537.730000 sec): 3 clusters
  Score: Raw -583042.706724 + Penalty 2789.468803 = -580253.237921
  nChanged 37
		SP:Iteration 49Q (46537.980000 sec): 3 clusters
  Score: Raw -583057.171556 + Penalty 2789.468803 = -580267.702753
  nChanged 37
		SP:Iteration 50Q (46538.190000 sec): 3 clusters
  Score: Raw -583071.996823 + Penalty 2789.468803 = -580282.528020
  nChanged 34
		SP:Iteration 51Q (46538.400000 sec): 3 clusters
  Score: Raw -583088.597923 + Penalty 2789.468803 = -580299.129120
  nChanged 34
		SP:Iteration 52Q (46538.580000 sec): 3 clusters
  Score: Raw -583102.293956 + Penalty 2789.468803 = -580312.825153
  nChanged 26
		SP:Iteration 53Q (46538.820000 sec): 3 clusters
  Score: Raw -583113.105284 + Penalty 2789.468803 = -580323.636482
  nChanged 22
		SP:Iteration 54Q (46539.030000 sec): 3 clusters
  Score: Raw -583124.402016 + Penalty 2789.468803 = -580334.933213
  nChanged 14
		SP:Iteration 55Q (46539.220000 sec): 3 clusters
  Score: Raw -583129.879167 + Penalty 2789.468803 = -580340.410364
  nChanged 14
		SP:Iteration 56Q (46539.410000 sec): 3 clusters
  Score: Raw -583135.257572 + Penalty 2789.468803 = -580345.788769
  nChanged 10
		SP:Iteration 57Q (46539.630000 sec): 3 clusters
  Score: Raw -583140.005649 + Penalty 2789.468803 = -580350.536846
  nChanged 13
		SP:Iteration 58Q (46539.810000 sec): 3 clusters
  Score: Raw -583145.546238 + Penalty 2789.468803 = -580356.077435
  nChanged 8
		SP:Iteration 59Q (46540.010000 sec): 3 clusters
  Score: Raw -583149.553932 + Penalty 2789.468803 = -580360.085129
  nChanged 7
		SP:Iteration 60F (46540.210000 sec): 3 clusters
  Score: Raw -583152.252900 + Penalty 2789.468803 = -580362.784097
  nChanged 5
		SP:Iteration 61Q (46540.420000 sec): 3 clusters
  Score: Raw -583153.621648 + Penalty 2789.468803 = -580364.152845
  nChanged 2
		SP:Iteration 62Q (46540.620000 sec): 3 clusters
  Score: Raw -583153.888953 + Penalty 2789.468803 = -580364.420150
  nChanged 3
		SP:Iteration 63Q (46540.830000 sec): 3 clusters
  Score: Raw -583154.301657 + Penalty 2789.468803 = -580364.832854
  nChanged 2
		SP:Iteration 64Q (46541.030000 sec): 3 clusters
  Score: Raw -583155.039715 + Penalty 2789.468803 = -580365.570912
  nChanged 4
		SP:Iteration 65Q (46541.190000 sec): 3 clusters
  Score: Raw -583155.863294 + Penalty 2789.468803 = -580366.394491
  nChanged 0
		SP:Iteration 66F (46541.400000 sec): 3 clusters
  Score: Raw -583155.863294 + Penalty 2789.468803 = -580366.394491
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46541.540000 sec): 2 clusters
  Score: Raw -609311.073690 + Penalty 1410.581544 = -607900.492146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46541.730000 sec): 3 clusters
  Score: Raw -606224.482369 + Penalty 2821.163088 = -603403.319281
  nChanged 2353
		SP:Iteration 1F (46541.940000 sec): 3 clusters
  Score: Raw -607704.091600 + Penalty 2821.163088 = -604882.928512
  nChanged 487
		SP:Iteration 2F (46542.170000 sec): 3 clusters
  Score: Raw -608077.028416 + Penalty 2821.163088 = -605255.865328
  nChanged 415
		SP:Iteration 3F (46542.330000 sec): 3 clusters
  Score: Raw -608394.146070 + Penalty 2821.163088 = -605572.982982
  nChanged 362
		SP:Iteration 4F (46542.560000 sec): 3 clusters
  Score: Raw -608687.579594 + Penalty 2821.163088 = -605866.416506
  nChanged 323
		SP:Iteration 5F (46542.750000 sec): 3 clusters
  Score: Raw -608910.615136 + Penalty 2821.163088 = -606089.452049
  nChanged 263
		SP:Iteration 6Q (46542.930000 sec): 3 clusters
  Score: Raw -609064.880949 + Penalty 2821.163088 = -606243.717861
  nChanged 219
		SP:Iteration 7Q (46543.110000 sec): 3 clusters
  Score: Raw -609178.305555 + Penalty 2821.163088 = -606357.142467
  nChanged 156
		SP:Iteration 8Q (46543.330000 sec): 3 clusters
  Score: Raw -609246.576784 + Penalty 2821.163088 = -606425.413696
  nChanged 122
		SP:Iteration 9Q (46543.600000 sec): 3 clusters
  Score: Raw -609291.253426 + Penalty 2821.163088 = -606470.090338
  nChanged 98
		SP:Iteration 10Q (46543.790000 sec): 3 clusters
  Score: Raw -609331.104313 + Penalty 2821.163088 = -606509.941226
  nChanged 88
		SP:Iteration 11Q (46544.100000 sec): 3 clusters
  Score: Raw -609369.110664 + Penalty 2821.163088 = -606547.947576
  nChanged 85
		SP:Iteration 12Q (46544.290000 sec): 3 clusters
  Score: Raw -609394.484702 + Penalty 2821.163088 = -606573.321614
  nChanged 65
		SP:Iteration 13Q (46544.500000 sec): 3 clusters
  Score: Raw -609416.476969 + Penalty 2821.163088 = -606595.313881
  nChanged 61
		SP:Iteration 14Q (46544.750000 sec): 3 clusters
  Score: Raw -609440.907609 + Penalty 2821.163088 = -606619.744521
  nChanged 67
		SP:Iteration 15Q (46544.930000 sec): 3 clusters
  Score: Raw -609471.437479 + Penalty 2821.163088 = -606650.274391
  nChanged 59
		SP:Iteration 16Q (46545.180000 sec): 3 clusters
  Score: Raw -609496.303610 + Penalty 2821.163088 = -606675.140522
  nChanged 58
		SP:Iteration 17Q (46545.400000 sec): 3 clusters
  Score: Raw -609513.625163 + Penalty 2821.163088 = -606692.462075
  nChanged 54
		SP:Iteration 18Q (46545.600000 sec): 3 clusters
  Score: Raw -609529.201111 + Penalty 2821.163088 = -606708.038023
  nChanged 54
		SP:Iteration 19Q (46545.860000 sec): 3 clusters
  Score: Raw -609547.681941 + Penalty 2821.163088 = -606726.518854
  nChanged 57
		SP:Iteration 20F (46546.070000 sec): 3 clusters
  Score: Raw -609565.441656 + Penalty 2821.163088 = -606744.278568
  nChanged 43
		SP:Iteration 21Q (46546.310000 sec): 3 clusters
  Score: Raw -609581.779995 + Penalty 2821.163088 = -606760.616907
  nChanged 55
		SP:Iteration 22Q (46546.470000 sec): 3 clusters
  Score: Raw -609604.629080 + Penalty 2821.163088 = -606783.465992
  nChanged 61
		SP:Iteration 23Q (46546.670000 sec): 3 clusters
  Score: Raw -609623.505766 + Penalty 2821.163088 = -606802.342678
  nChanged 52
		SP:Iteration 24Q (46546.910000 sec): 3 clusters
  Score: Raw -609639.488889 + Penalty 2821.163088 = -606818.325801
  nChanged 46
		SP:Iteration 25Q (46547.190000 sec): 3 clusters
  Score: Raw -609652.786169 + Penalty 2821.163088 = -606831.623081
  nChanged 47
		SP:Iteration 26Q (46547.370000 sec): 3 clusters
  Score: Raw -609664.482104 + Penalty 2821.163088 = -606843.319016
  nChanged 44
		SP:Iteration 27Q (46547.610000 sec): 3 clusters
  Score: Raw -609679.202799 + Penalty 2821.163088 = -606858.039711
  nChanged 46
		SP:Iteration 28Q (46547.830000 sec): 3 clusters
  Score: Raw -609694.257638 + Penalty 2821.163088 = -606873.094550
  nChanged 38
		SP:Iteration 29Q (46548.010000 sec): 3 clusters
  Score: Raw -609706.069528 + Penalty 2821.163088 = -606884.906440
  nChanged 46
		SP:Iteration 30Q (46548.190000 sec): 3 clusters
  Score: Raw -609718.078385 + Penalty 2821.163088 = -606896.915297
  nChanged 35
		SP:Iteration 31Q (46548.420000 sec): 3 clusters
  Score: Raw -609727.472858 + Penalty 2821.163088 = -606906.309770
  nChanged 32
		SP:Iteration 32Q (46548.590000 sec): 3 clusters
  Score: Raw -609734.565104 + Penalty 2821.163088 = -606913.402016
  nChanged 25
		SP:Iteration 33Q (46548.840000 sec): 3 clusters
  Score: Raw -609739.650193 + Penalty 2821.163088 = -606918.487105
  nChanged 17
		SP:Iteration 34Q (46549.080000 sec): 3 clusters
  Score: Raw -609743.220053 + Penalty 2821.163088 = -606922.056965
  nChanged 21
		SP:Iteration 35Q (46549.270000 sec): 3 clusters
  Score: Raw -609748.916214 + Penalty 2821.163088 = -606927.753126
  nChanged 23
		SP:Iteration 36Q (46549.460000 sec): 3 clusters
  Score: Raw -609754.029691 + Penalty 2821.163088 = -606932.866603
  nChanged 25
		SP:Iteration 37Q (46549.660000 sec): 3 clusters
  Score: Raw -609760.215858 + Penalty 2821.163088 = -606939.052770
  nChanged 22
		SP:Iteration 38Q (46549.870000 sec): 3 clusters
  Score: Raw -609765.909019 + Penalty 2821.163088 = -606944.745931
  nChanged 17
		SP:Iteration 39Q (46550.080000 sec): 3 clusters
  Score: Raw -609769.567750 + Penalty 2821.163088 = -606948.404662
  nChanged 11
		SP:Iteration 40F (46550.300000 sec): 3 clusters
  Score: Raw -609771.476230 + Penalty 2821.163088 = -606950.313142
  nChanged 8
		SP:Iteration 41Q (46550.520000 sec): 3 clusters
  Score: Raw -609773.439930 + Penalty 2821.163088 = -606952.276842
  nChanged 6
		SP:Iteration 42Q (46550.720000 sec): 3 clusters
  Score: Raw -609774.673247 + Penalty 2821.163088 = -606953.510159
  nChanged 9
		SP:Iteration 43Q (46550.950000 sec): 3 clusters
  Score: Raw -609776.159304 + Penalty 2821.163088 = -606954.996216
  nChanged 14
		SP:Iteration 44Q (46551.140000 sec): 3 clusters
  Score: Raw -609779.221721 + Penalty 2821.163088 = -606958.058633
  nChanged 13
		SP:Iteration 45Q (46551.410000 sec): 3 clusters
  Score: Raw -609782.072775 + Penalty 2821.163088 = -606960.909687
  nChanged 18
		SP:Iteration 46Q (46551.640000 sec): 3 clusters
  Score: Raw -609786.477496 + Penalty 2821.163088 = -606965.314408
  nChanged 17
		SP:Iteration 47Q (46551.820000 sec): 3 clusters
  Score: Raw -609789.864558 + Penalty 2821.163088 = -606968.701470
  nChanged 19
		SP:Iteration 48Q (46552.010000 sec): 3 clusters
  Score: Raw -609795.098010 + Penalty 2821.163088 = -606973.934922
  nChanged 28
		SP:Iteration 49Q (46552.210000 sec): 3 clusters
  Score: Raw -609803.062852 + Penalty 2821.163088 = -606981.899764
  nChanged 21
		SP:Iteration 50Q (46552.410000 sec): 3 clusters
  Score: Raw -609808.996960 + Penalty 2821.163088 = -606987.833873
  nChanged 27
		SP:Iteration 51Q (46552.640000 sec): 3 clusters
  Score: Raw -609816.569335 + Penalty 2821.163088 = -606995.406247
  nChanged 26
		SP:Iteration 52Q (46552.830000 sec): 3 clusters
  Score: Raw -609823.418418 + Penalty 2821.163088 = -607002.255330
  nChanged 25
		SP:Iteration 53Q (46553.070000 sec): 3 clusters
  Score: Raw -609830.207052 + Penalty 2821.163088 = -607009.043964
  nChanged 24
		SP:Iteration 54Q (46553.280000 sec): 3 clusters
  Score: Raw -609837.192348 + Penalty 2821.163088 = -607016.029260
  nChanged 31
		SP:Iteration 55Q (46553.520000 sec): 3 clusters
  Score: Raw -609844.254826 + Penalty 2821.163088 = -607023.091738
  nChanged 25
		SP:Iteration 56Q (46553.710000 sec): 3 clusters
  Score: Raw -609849.930959 + Penalty 2821.163088 = -607028.767871
  nChanged 23
		SP:Iteration 57Q (46553.930000 sec): 3 clusters
  Score: Raw -609855.321498 + Penalty 2821.163088 = -607034.158411
  nChanged 12
		SP:Iteration 58Q (46554.170000 sec): 3 clusters
  Score: Raw -609857.703534 + Penalty 2821.163088 = -607036.540446
  nChanged 9
		SP:Iteration 59Q (46554.340000 sec): 3 clusters
  Score: Raw -609859.348159 + Penalty 2821.163088 = -607038.185071
  nChanged 10
		SP:Iteration 60F (46554.480000 sec): 3 clusters
  Score: Raw -609860.990292 + Penalty 2821.163088 = -607039.827204
  nChanged 4
		SP:Iteration 61Q (46554.700000 sec): 3 clusters
  Score: Raw -609861.627361 + Penalty 2821.163088 = -607040.464274
  nChanged 2
		SP:Iteration 62Q (46554.890000 sec): 3 clusters
  Score: Raw -609861.765049 + Penalty 2821.163088 = -607040.601961
  nChanged 0
		SP:Iteration 63F (46555.090000 sec): 3 clusters
  Score: Raw -609861.765049 + Penalty 2821.163088 = -607040.601961
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46555.210000 sec): 2 clusters
  Score: Raw -515132.340584 + Penalty 1357.366700 = -513774.973885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46555.430000 sec): 3 clusters
  Score: Raw -513000.339795 + Penalty 2714.733400 = -510285.606396
  nChanged 1685
		SP:Iteration 1F (46555.600000 sec): 3 clusters
  Score: Raw -513980.936349 + Penalty 2714.733400 = -511266.202949
  nChanged 320
		SP:Iteration 2F (46555.830000 sec): 3 clusters
  Score: Raw -514150.894078 + Penalty 2714.733400 = -511436.160679
  nChanged 191
		SP:Iteration 3Q (46556.040000 sec): 3 clusters
  Score: Raw -514226.649291 + Penalty 2714.733400 = -511511.915891
  nChanged 122
		SP:Iteration 4Q (46556.200000 sec): 3 clusters
  Score: Raw -514284.260122 + Penalty 2714.733400 = -511569.526723
  nChanged 124
		SP:Iteration 5Q (46556.400000 sec): 3 clusters
  Score: Raw -514336.585096 + Penalty 2714.733400 = -511621.851696
  nChanged 96
		SP:Iteration 6Q (46556.580000 sec): 3 clusters
  Score: Raw -514372.104147 + Penalty 2714.733400 = -511657.370747
  nChanged 82
		SP:Iteration 7Q (46556.750000 sec): 3 clusters
  Score: Raw -514398.816037 + Penalty 2714.733400 = -511684.082637
  nChanged 62
		SP:Iteration 8Q (46556.960000 sec): 3 clusters
  Score: Raw -514417.276505 + Penalty 2714.733400 = -511702.543105
  nChanged 48
		SP:Iteration 9Q (46557.130000 sec): 3 clusters
  Score: Raw -514437.000515 + Penalty 2714.733400 = -511722.267116
  nChanged 49
		SP:Iteration 10Q (46557.290000 sec): 3 clusters
  Score: Raw -514456.599016 + Penalty 2714.733400 = -511741.865617
  nChanged 51
		SP:Iteration 11Q (46557.500000 sec): 3 clusters
  Score: Raw -514473.198889 + Penalty 2714.733400 = -511758.465489
  nChanged 42
		SP:Iteration 12Q (46557.670000 sec): 3 clusters
  Score: Raw -514486.168950 + Penalty 2714.733400 = -511771.435551
  nChanged 42
		SP:Iteration 13Q (46557.870000 sec): 3 clusters
  Score: Raw -514499.329131 + Penalty 2714.733400 = -511784.595732
  nChanged 38
		SP:Iteration 14Q (46558.070000 sec): 3 clusters
  Score: Raw -514512.577918 + Penalty 2714.733400 = -511797.844518
  nChanged 33
		SP:Iteration 15Q (46558.280000 sec): 3 clusters
  Score: Raw -514522.520843 + Penalty 2714.733400 = -511807.787443
  nChanged 28
		SP:Iteration 16Q (46558.470000 sec): 3 clusters
  Score: Raw -514530.564992 + Penalty 2714.733400 = -511815.831592
  nChanged 31
		SP:Iteration 17Q (46558.650000 sec): 3 clusters
  Score: Raw -514541.107776 + Penalty 2714.733400 = -511826.374376
  nChanged 33
		SP:Iteration 18Q (46558.820000 sec): 3 clusters
  Score: Raw -514552.599461 + Penalty 2714.733400 = -511837.866061
  nChanged 34
		SP:Iteration 19Q (46559.030000 sec): 3 clusters
  Score: Raw -514563.649863 + Penalty 2714.733400 = -511848.916463
  nChanged 24
		SP:Iteration 20F (46559.250000 sec): 3 clusters
  Score: Raw -514569.111329 + Penalty 2714.733400 = -511854.377929
  nChanged 26
		SP:Iteration 21Q (46559.450000 sec): 3 clusters
  Score: Raw -514577.657969 + Penalty 2714.733400 = -511862.924569
  nChanged 35
		SP:Iteration 22Q (46559.660000 sec): 3 clusters
  Score: Raw -514587.773835 + Penalty 2714.733400 = -511873.040436
  nChanged 27
		SP:Iteration 23Q (46559.870000 sec): 3 clusters
  Score: Raw -514595.997818 + Penalty 2714.733400 = -511881.264418
  nChanged 19
		SP:Iteration 24Q (46560.050000 sec): 3 clusters
  Score: Raw -514601.397062 + Penalty 2714.733400 = -511886.663662
  nChanged 21
		SP:Iteration 25Q (46560.250000 sec): 3 clusters
  Score: Raw -514607.919301 + Penalty 2714.733400 = -511893.185901
  nChanged 24
		SP:Iteration 26Q (46560.450000 sec): 3 clusters
  Score: Raw -514615.485507 + Penalty 2714.733400 = -511900.752107
  nChanged 20
		SP:Iteration 27Q (46560.630000 sec): 3 clusters
  Score: Raw -514621.074801 + Penalty 2714.733400 = -511906.341402
  nChanged 21
		SP:Iteration 28Q (46560.900000 sec): 3 clusters
  Score: Raw -514626.647359 + Penalty 2714.733400 = -511911.913959
  nChanged 16
		SP:Iteration 29Q (46561.110000 sec): 3 clusters
  Score: Raw -514631.728055 + Penalty 2714.733400 = -511916.994655
  nChanged 17
		SP:Iteration 30Q (46561.370000 sec): 3 clusters
  Score: Raw -514637.630307 + Penalty 2714.733400 = -511922.896907
  nChanged 26
		SP:Iteration 31Q (46561.560000 sec): 3 clusters
  Score: Raw -514646.405159 + Penalty 2714.733400 = -511931.671759
  nChanged 31
		SP:Iteration 32Q (46561.730000 sec): 3 clusters
  Score: Raw -514655.050626 + Penalty 2714.733400 = -511940.317226
  nChanged 23
		SP:Iteration 33Q (46561.920000 sec): 3 clusters
  Score: Raw -514662.149983 + Penalty 2714.733400 = -511947.416583
  nChanged 21
		SP:Iteration 34Q (46562.110000 sec): 3 clusters
  Score: Raw -514669.889841 + Penalty 2714.733400 = -511955.156442
  nChanged 33
		SP:Iteration 35Q (46562.330000 sec): 3 clusters
  Score: Raw -514681.490970 + Penalty 2714.733400 = -511966.757570
  nChanged 37
		SP:Iteration 36Q (46562.550000 sec): 3 clusters
  Score: Raw -514694.179603 + Penalty 2714.733400 = -511979.446203
  nChanged 40
		SP:Iteration 37Q (46562.710000 sec): 3 clusters
  Score: Raw -514709.971413 + Penalty 2714.733400 = -511995.238013
  nChanged 42
		SP:Iteration 38Q (46562.900000 sec): 3 clusters
  Score: Raw -514727.869917 + Penalty 2714.733400 = -512013.136517
  nChanged 48
		SP:Iteration 39Q (46563.080000 sec): 3 clusters
  Score: Raw -514744.694793 + Penalty 2714.733400 = -512029.961393
  nChanged 38
		SP:Iteration 40F (46563.240000 sec): 3 clusters
  Score: Raw -514759.606436 + Penalty 2714.733400 = -512044.873036
  nChanged 38
		SP:Iteration 41Q (46563.420000 sec): 3 clusters
  Score: Raw -514774.222144 + Penalty 2714.733400 = -512059.488745
  nChanged 37
		SP:Iteration 42Q (46563.640000 sec): 3 clusters
  Score: Raw -514789.449620 + Penalty 2714.733400 = -512074.716220
  nChanged 33
		SP:Iteration 43Q (46563.820000 sec): 3 clusters
  Score: Raw -514803.924913 + Penalty 2714.733400 = -512089.191513
  nChanged 41
		SP:Iteration 44Q (46563.990000 sec): 3 clusters
  Score: Raw -514822.850333 + Penalty 2714.733400 = -512108.116933
  nChanged 36
		SP:Iteration 45Q (46564.160000 sec): 3 clusters
  Score: Raw -514843.532734 + Penalty 2714.733400 = -512128.799335
  nChanged 41
		SP:Iteration 46Q (46564.330000 sec): 3 clusters
  Score: Raw -514867.809009 + Penalty 2714.733400 = -512153.075609
  nChanged 49
		SP:Iteration 47Q (46564.510000 sec): 3 clusters
  Score: Raw -514893.281445 + Penalty 2714.733400 = -512178.548045
  nChanged 39
		SP:Iteration 48Q (46564.720000 sec): 3 clusters
  Score: Raw -514911.487998 + Penalty 2714.733400 = -512196.754599
  nChanged 41
		SP:Iteration 49Q (46564.880000 sec): 3 clusters
  Score: Raw -514938.438248 + Penalty 2714.733400 = -512223.704848
  nChanged 45
		SP:Iteration 50Q (46565.040000 sec): 3 clusters
  Score: Raw -514965.170242 + Penalty 2714.733400 = -512250.436843
  nChanged 46
		SP:Iteration 51Q (46565.200000 sec): 3 clusters
  Score: Raw -514997.758230 + Penalty 2714.733400 = -512283.024830
  nChanged 71
		SP:Iteration 52Q (46565.390000 sec): 3 clusters
  Score: Raw -515053.417039 + Penalty 2714.733400 = -512338.683640
  nChanged 60
		SP:Iteration 53Q (46565.550000 sec): 3 clusters
  Score: Raw -515101.756300 + Penalty 2714.733400 = -512387.022901
  nChanged 49
		SP:Iteration 54Q (46565.730000 sec): 3 clusters
  Score: Raw -515133.871161 + Penalty 2714.733400 = -512419.137761
  nChanged 33
		SP:Iteration 55Q (46565.870000 sec): 3 clusters
  Score: Raw -515157.939383 + Penalty 2714.733400 = -512443.205983
  nChanged 30
		SP:Iteration 56Q (46566.050000 sec): 3 clusters
  Score: Raw -515177.082038 + Penalty 2714.733400 = -512462.348638
  nChanged 25
		SP:Iteration 57Q (46566.210000 sec): 3 clusters
  Score: Raw -515194.543132 + Penalty 2714.733400 = -512479.809732
  nChanged 17
		SP:Iteration 58Q (46566.350000 sec): 3 clusters
  Score: Raw -515206.704542 + Penalty 2714.733400 = -512491.971142
  nChanged 11
		SP:Iteration 59Q (46566.560000 sec): 3 clusters
  Score: Raw -515215.107102 + Penalty 2714.733400 = -512500.373702
  nChanged 10
		SP:Iteration 60F (46566.750000 sec): 3 clusters
  Score: Raw -515222.162546 + Penalty 2714.733400 = -512507.429146
  nChanged 13
		SP:Iteration 61Q (46566.870000 sec): 3 clusters
  Score: Raw -515237.872226 + Penalty 2714.733400 = -512523.138826
  nChanged 24
		SP:Iteration 62Q (46567.060000 sec): 3 clusters
  Score: Raw -515257.495661 + Penalty 2714.733400 = -512542.762261
  nChanged 16
		SP:Iteration 63Q (46567.240000 sec): 3 clusters
  Score: Raw -515269.754060 + Penalty 2714.733400 = -512555.020660
  nChanged 10
		SP:Iteration 64Q (46567.420000 sec): 3 clusters
  Score: Raw -515275.047662 + Penalty 2714.733400 = -512560.314262
  nChanged 7
		SP:Iteration 65Q (46567.620000 sec): 3 clusters
  Score: Raw -515278.771308 + Penalty 2714.733400 = -512564.037908
  nChanged 4
		SP:Iteration 66Q (46567.810000 sec): 3 clusters
  Score: Raw -515280.594635 + Penalty 2714.733400 = -512565.861236
  nChanged 4
		SP:Iteration 67Q (46568.000000 sec): 3 clusters
  Score: Raw -515282.912003 + Penalty 2714.733400 = -512568.178603
  nChanged 2
		SP:Iteration 68Q (46568.200000 sec): 3 clusters
  Score: Raw -515285.670842 + Penalty 2714.733400 = -512570.937442
  nChanged 5
		SP:Iteration 69Q (46568.400000 sec): 3 clusters
  Score: Raw -515290.738383 + Penalty 2714.733400 = -512576.004984
  nChanged 7
		SP:Iteration 70Q (46568.580000 sec): 3 clusters
  Score: Raw -515293.747965 + Penalty 2714.733400 = -512579.014565
  nChanged 5
		SP:Iteration 71Q (46568.810000 sec): 3 clusters
  Score: Raw -515297.430620 + Penalty 2714.733400 = -512582.697221
  nChanged 8
		SP:Iteration 72Q (46569.010000 sec): 3 clusters
  Score: Raw -515303.922475 + Penalty 2714.733400 = -512589.189076
  nChanged 7
		SP:Iteration 73Q (46569.170000 sec): 3 clusters
  Score: Raw -515308.748386 + Penalty 2714.733400 = -512594.014987
  nChanged 3
		SP:Iteration 74Q (46569.390000 sec): 3 clusters
  Score: Raw -515311.900869 + Penalty 2714.733400 = -512597.167469
  nChanged 1
		SP:Iteration 75Q (46569.570000 sec): 3 clusters
  Score: Raw -515312.387751 + Penalty 2714.733400 = -512597.654351
  nChanged 0
		SP:Iteration 76F (46569.760000 sec): 3 clusters
  Score: Raw -515312.387751 + Penalty 2714.733400 = -512597.654351
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46569.920000 sec): 2 clusters
  Score: Raw -696208.142208 + Penalty 1405.763056 = -694802.379152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46570.080000 sec): 3 clusters
  Score: Raw -693152.445755 + Penalty 2811.526112 = -690340.919643
  nChanged 2370
		SP:Iteration 1F (46570.310000 sec): 3 clusters
  Score: Raw -694469.095056 + Penalty 2811.526112 = -691657.568944
  nChanged 431
		SP:Iteration 2F (46570.460000 sec): 3 clusters
  Score: Raw -694739.173097 + Penalty 2811.526112 = -691927.646985
  nChanged 367
		SP:Iteration 3F (46570.710000 sec): 3 clusters
  Score: Raw -694980.463774 + Penalty 2811.526112 = -692168.937661
  nChanged 352
		SP:Iteration 4F (46570.850000 sec): 3 clusters
  Score: Raw -695245.732555 + Penalty 2811.526112 = -692434.206443
  nChanged 353
		SP:Iteration 5F (46571.070000 sec): 3 clusters
  Score: Raw -695500.296492 + Penalty 2811.526112 = -692688.770380
  nChanged 316
		SP:Iteration 6F (46571.270000 sec): 3 clusters
  Score: Raw -695687.917982 + Penalty 2811.526112 = -692876.391870
  nChanged 246
		SP:Iteration 7Q (46571.500000 sec): 3 clusters
  Score: Raw -695832.866724 + Penalty 2811.526112 = -693021.340612
  nChanged 211
		SP:Iteration 8Q (46571.710000 sec): 3 clusters
  Score: Raw -695949.173317 + Penalty 2811.526112 = -693137.647205
  nChanged 168
		SP:Iteration 9Q (46571.920000 sec): 3 clusters
  Score: Raw -696027.921845 + Penalty 2811.526112 = -693216.395733
  nChanged 124
		SP:Iteration 10Q (46572.130000 sec): 3 clusters
  Score: Raw -696078.379937 + Penalty 2811.526112 = -693266.853825
  nChanged 99
		SP:Iteration 11Q (46572.320000 sec): 3 clusters
  Score: Raw -696116.676323 + Penalty 2811.526112 = -693305.150211
  nChanged 85
		SP:Iteration 12Q (46572.530000 sec): 3 clusters
  Score: Raw -696152.021881 + Penalty 2811.526112 = -693340.495769
  nChanged 72
		SP:Iteration 13Q (46572.750000 sec): 3 clusters
  Score: Raw -696173.843360 + Penalty 2811.526112 = -693362.317247
  nChanged 53
		SP:Iteration 14Q (46572.990000 sec): 3 clusters
  Score: Raw -696189.638361 + Penalty 2811.526112 = -693378.112249
  nChanged 42
		SP:Iteration 15Q (46573.190000 sec): 3 clusters
  Score: Raw -696201.042417 + Penalty 2811.526112 = -693389.516305
  nChanged 23
		SP:Iteration 16Q (46573.490000 sec): 3 clusters
  Score: Raw -696208.039207 + Penalty 2811.526112 = -693396.513095
  nChanged 26
		SP:Iteration 17Q (46573.650000 sec): 3 clusters
  Score: Raw -696215.355002 + Penalty 2811.526112 = -693403.828889
  nChanged 22
		SP:Iteration 18Q (46573.870000 sec): 3 clusters
  Score: Raw -696221.886710 + Penalty 2811.526112 = -693410.360598
  nChanged 24
		SP:Iteration 19Q (46574.090000 sec): 3 clusters
  Score: Raw -696228.085024 + Penalty 2811.526112 = -693416.558912
  nChanged 15
		SP:Iteration 20F (46574.350000 sec): 3 clusters
  Score: Raw -696231.185497 + Penalty 2811.526112 = -693419.659385
  nChanged 11
		SP:Iteration 21Q (46574.520000 sec): 3 clusters
  Score: Raw -696233.663589 + Penalty 2811.526112 = -693422.137477
  nChanged 8
		SP:Iteration 22Q (46574.710000 sec): 3 clusters
  Score: Raw -696235.026812 + Penalty 2811.526112 = -693423.500700
  nChanged 6
		SP:Iteration 23Q (46574.930000 sec): 3 clusters
  Score: Raw -696236.190185 + Penalty 2811.526112 = -693424.664073
  nChanged 4
		SP:Iteration 24Q (46575.150000 sec): 3 clusters
  Score: Raw -696236.946465 + Penalty 2811.526112 = -693425.420353
  nChanged 6
		SP:Iteration 25Q (46575.380000 sec): 3 clusters
  Score: Raw -696238.150758 + Penalty 2811.526112 = -693426.624646
  nChanged 7
		SP:Iteration 26Q (46575.550000 sec): 3 clusters
  Score: Raw -696239.718296 + Penalty 2811.526112 = -693428.192184
  nChanged 6
		SP:Iteration 27Q (46575.760000 sec): 3 clusters
  Score: Raw -696241.038844 + Penalty 2811.526112 = -693429.512732
  nChanged 4
		SP:Iteration 28Q (46575.970000 sec): 3 clusters
  Score: Raw -696241.906590 + Penalty 2811.526112 = -693430.380478
  nChanged 4
		SP:Iteration 29Q (46576.210000 sec): 3 clusters
  Score: Raw -696242.657085 + Penalty 2811.526112 = -693431.130973
  nChanged 4
		SP:Iteration 30Q (46576.390000 sec): 3 clusters
  Score: Raw -696243.222674 + Penalty 2811.526112 = -693431.696562
  nChanged 1
		SP:Iteration 31Q (46576.610000 sec): 3 clusters
  Score: Raw -696243.464810 + Penalty 2811.526112 = -693431.938698
  nChanged 1
		SP:Iteration 32Q (46576.790000 sec): 3 clusters
  Score: Raw -696243.613637 + Penalty 2811.526112 = -693432.087525
  nChanged 2
		SP:Iteration 33Q (46576.970000 sec): 3 clusters
  Score: Raw -696244.219352 + Penalty 2811.526112 = -693432.693239
  nChanged 3
		SP:Iteration 34Q (46577.190000 sec): 3 clusters
  Score: Raw -696244.731062 + Penalty 2811.526112 = -693433.204949
  nChanged 4
		SP:Iteration 35Q (46577.410000 sec): 3 clusters
  Score: Raw -696245.336202 + Penalty 2811.526112 = -693433.810090
  nChanged 2
		SP:Iteration 36Q (46577.650000 sec): 3 clusters
  Score: Raw -696245.849040 + Penalty 2811.526112 = -693434.322928
  nChanged 3
		SP:Iteration 37Q (46577.880000 sec): 3 clusters
  Score: Raw -696246.384247 + Penalty 2811.526112 = -693434.858134
  nChanged 4
		SP:Iteration 38Q (46578.110000 sec): 3 clusters
  Score: Raw -696247.409957 + Penalty 2811.526112 = -693435.883845
  nChanged 5
		SP:Iteration 39Q (46578.330000 sec): 3 clusters
  Score: Raw -696248.435672 + Penalty 2811.526112 = -693436.909559
  nChanged 6
		SP:Iteration 40F (46578.540000 sec): 3 clusters
  Score: Raw -696249.644678 + Penalty 2811.526112 = -693438.118566
  nChanged 5
		SP:Iteration 41Q (46578.790000 sec): 3 clusters
  Score: Raw -696250.461258 + Penalty 2811.526112 = -693438.935146
  nChanged 3
		SP:Iteration 42Q (46579.000000 sec): 3 clusters
  Score: Raw -696250.897490 + Penalty 2811.526112 = -693439.371378
  nChanged 2
		SP:Iteration 43Q (46579.210000 sec): 3 clusters
  Score: Raw -696251.208392 + Penalty 2811.526112 = -693439.682280
  nChanged 2
		SP:Iteration 44Q (46579.460000 sec): 3 clusters
  Score: Raw -696251.672673 + Penalty 2811.526112 = -693440.146561
  nChanged 1
		SP:Iteration 45Q (46579.650000 sec): 3 clusters
  Score: Raw -696251.972376 + Penalty 2811.526112 = -693440.446264
  nChanged 0
		SP:Iteration 46F (46579.790000 sec): 3 clusters
  Score: Raw -696251.972376 + Penalty 2811.526112 = -693440.446264
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46579.950000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46580.130000 sec): 3 clusters
  Score: Raw -11688.909410 + Penalty 1553.215135 = -10135.694274
  nChanged 9
		SP:Iteration 1F (46580.380000 sec): 3 clusters
  Score: Raw -11754.606626 + Penalty 1553.215135 = -10201.391491
  nChanged 3
		SP:Iteration 2Q (46580.570000 sec): 3 clusters
  Score: Raw -11793.413264 + Penalty 1553.215135 = -10240.198129
  nChanged 1
		SP:Iteration 3Q (46580.800000 sec): 3 clusters
  Score: Raw -11797.262865 + Penalty 1553.215135 = -10244.047730
  nChanged 0
		SP:Iteration 4F (46580.970000 sec): 3 clusters
  Score: Raw -11797.262865 + Penalty 1553.215135 = -10244.047730
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46581.090000 sec): 2 clusters
  Score: Raw -36727.393251 + Penalty 949.575968 = -35777.817284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46581.250000 sec): 3 clusters
  Score: Raw -36821.769840 + Penalty 1899.151936 = -34922.617904
  nChanged 68
		SP:Iteration 1F (46581.470000 sec): 3 clusters
  Score: Raw -37020.870990 + Penalty 1899.151936 = -35121.719055
  nChanged 14
		SP:Iteration 2Q (46581.670000 sec): 3 clusters
  Score: Raw -37070.592923 + Penalty 1899.151936 = -35171.440988
  nChanged 9
		SP:Iteration 3Q (46581.850000 sec): 3 clusters
  Score: Raw -37099.810153 + Penalty 1899.151936 = -35200.658218
  nChanged 5
		SP:Iteration 4Q (46582.040000 sec): 3 clusters
  Score: Raw -37110.332047 + Penalty 1899.151936 = -35211.180112
  nChanged 4
		SP:Iteration 5Q (46582.190000 sec): 3 clusters
  Score: Raw -37119.548259 + Penalty 1899.151936 = -35220.396323
  nChanged 3
		SP:Iteration 6Q (46582.370000 sec): 3 clusters
  Score: Raw -37128.099413 + Penalty 1899.151936 = -35228.947478
  nChanged 2
		SP:Iteration 7Q (46582.530000 sec): 3 clusters
  Score: Raw -37133.342728 + Penalty 1899.151936 = -35234.190792
  nChanged 2
		SP:Iteration 8Q (46582.770000 sec): 3 clusters
  Score: Raw -37140.149673 + Penalty 1899.151936 = -35240.997738
  nChanged 2
		SP:Iteration 9Q (46582.940000 sec): 3 clusters
  Score: Raw -37144.035367 + Penalty 1899.151936 = -35244.883431
  nChanged 0
		SP:Iteration 10F (46583.130000 sec): 3 clusters
  Score: Raw -37144.035367 + Penalty 1899.151936 = -35244.883431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46583.270000 sec): 2 clusters
  Score: Raw -752386.925797 + Penalty 1411.489906 = -750975.435891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46583.500000 sec): 3 clusters
  Score: Raw -749190.641282 + Penalty 2822.979812 = -746367.661471
  nChanged 2460
		SP:Iteration 1F (46583.690000 sec): 3 clusters
  Score: Raw -750513.471872 + Penalty 2822.979812 = -747690.492060
  nChanged 387
		SP:Iteration 2F (46583.870000 sec): 3 clusters
  Score: Raw -750681.405478 + Penalty 2822.979812 = -747858.425667
  nChanged 265
		SP:Iteration 3Q (46584.080000 sec): 3 clusters
  Score: Raw -750782.841259 + Penalty 2822.979812 = -747959.861448
  nChanged 210
		SP:Iteration 4Q (46584.290000 sec): 3 clusters
  Score: Raw -750857.702226 + Penalty 2822.979812 = -748034.722414
  nChanged 170
		SP:Iteration 5Q (46584.510000 sec): 3 clusters
  Score: Raw -750910.381966 + Penalty 2822.979812 = -748087.402154
  nChanged 126
		SP:Iteration 6Q (46584.730000 sec): 3 clusters
  Score: Raw -750951.402618 + Penalty 2822.979812 = -748128.422807
  nChanged 124
		SP:Iteration 7Q (46584.930000 sec): 3 clusters
  Score: Raw -750986.659629 + Penalty 2822.979812 = -748163.679817
  nChanged 109
		SP:Iteration 8Q (46585.130000 sec): 3 clusters
  Score: Raw -751018.631442 + Penalty 2822.979812 = -748195.651631
  nChanged 98
		SP:Iteration 9Q (46585.370000 sec): 3 clusters
  Score: Raw -751053.687426 + Penalty 2822.979812 = -748230.707614
  nChanged 107
		SP:Iteration 10Q (46585.630000 sec): 3 clusters
  Score: Raw -751096.156936 + Penalty 2822.979812 = -748273.177124
  nChanged 121
		SP:Iteration 11Q (46585.840000 sec): 3 clusters
  Score: Raw -751139.294241 + Penalty 2822.979812 = -748316.314430
  nChanged 111
		SP:Iteration 12Q (46586.030000 sec): 3 clusters
  Score: Raw -751175.128956 + Penalty 2822.979812 = -748352.149145
  nChanged 105
		SP:Iteration 13Q (46586.230000 sec): 3 clusters
  Score: Raw -751215.104781 + Penalty 2822.979812 = -748392.124969
  nChanged 112
		SP:Iteration 14Q (46586.420000 sec): 3 clusters
  Score: Raw -751253.665653 + Penalty 2822.979812 = -748430.685842
  nChanged 79
		SP:Iteration 15Q (46586.670000 sec): 3 clusters
  Score: Raw -751282.372038 + Penalty 2822.979812 = -748459.392227
  nChanged 89
		SP:Iteration 16Q (46586.830000 sec): 3 clusters
  Score: Raw -751313.938429 + Penalty 2822.979812 = -748490.958617
  nChanged 92
		SP:Iteration 17Q (46587.050000 sec): 3 clusters
  Score: Raw -751344.173030 + Penalty 2822.979812 = -748521.193218
  nChanged 90
		SP:Iteration 18Q (46587.250000 sec): 3 clusters
  Score: Raw -751381.281303 + Penalty 2822.979812 = -748558.301491
  nChanged 106
		SP:Iteration 19Q (46587.400000 sec): 3 clusters
  Score: Raw -751423.014937 + Penalty 2822.979812 = -748600.035126
  nChanged 133
		SP:Iteration 20F (46587.610000 sec): 3 clusters
  Score: Raw -751479.704379 + Penalty 2822.979812 = -748656.724567
  nChanged 125
		SP:Iteration 21Q (46587.790000 sec): 3 clusters
  Score: Raw -751536.676963 + Penalty 2822.979812 = -748713.697151
  nChanged 144
		SP:Iteration 22Q (46588.010000 sec): 3 clusters
  Score: Raw -751611.184141 + Penalty 2822.979812 = -748788.204329
  nChanged 155
		SP:Iteration 23Q (46588.240000 sec): 3 clusters
  Score: Raw -751696.699049 + Penalty 2822.979812 = -748873.719238
  nChanged 160
		SP:Iteration 24Q (46588.440000 sec): 3 clusters
  Score: Raw -751785.393636 + Penalty 2822.979812 = -748962.413825
  nChanged 152
		SP:Iteration 25Q (46588.610000 sec): 3 clusters
  Score: Raw -751890.782079 + Penalty 2822.979812 = -749067.802267
  nChanged 160
		SP:Iteration 26Q (46588.790000 sec): 3 clusters
  Score: Raw -752004.071157 + Penalty 2822.979812 = -749181.091346
  nChanged 141
		SP:Iteration 27Q (46588.990000 sec): 3 clusters
  Score: Raw -752099.953791 + Penalty 2822.979812 = -749276.973979
  nChanged 98
		SP:Iteration 28Q (46589.190000 sec): 3 clusters
  Score: Raw -752165.855162 + Penalty 2822.979812 = -749342.875351
  nChanged 102
		SP:Iteration 29Q (46589.380000 sec): 3 clusters
  Score: Raw -752233.530791 + Penalty 2822.979812 = -749410.550980
  nChanged 73
		SP:Iteration 30Q (46589.570000 sec): 3 clusters
  Score: Raw -752284.605735 + Penalty 2822.979812 = -749461.625923
  nChanged 61
		SP:Iteration 31Q (46589.750000 sec): 3 clusters
  Score: Raw -752328.106354 + Penalty 2822.979812 = -749505.126543
  nChanged 53
		SP:Iteration 32Q (46589.940000 sec): 3 clusters
  Score: Raw -752367.115661 + Penalty 2822.979812 = -749544.135850
  nChanged 44
		SP:Iteration 33Q (46590.140000 sec): 3 clusters
  Score: Raw -752402.229780 + Penalty 2822.979812 = -749579.249968
  nChanged 45
		SP:Iteration 34Q (46590.360000 sec): 3 clusters
  Score: Raw -752437.513386 + Penalty 2822.979812 = -749614.533574
  nChanged 27
		SP:Iteration 35Q (46590.580000 sec): 3 clusters
  Score: Raw -752460.889835 + Penalty 2822.979812 = -749637.910023
  nChanged 20
		SP:Iteration 36Q (46590.720000 sec): 3 clusters
  Score: Raw -752478.510937 + Penalty 2822.979812 = -749655.531125
  nChanged 17
		SP:Iteration 37Q (46590.940000 sec): 3 clusters
  Score: Raw -752490.229207 + Penalty 2822.979812 = -749667.249395
  nChanged 18
		SP:Iteration 38Q (46591.130000 sec): 3 clusters
  Score: Raw -752505.743023 + Penalty 2822.979812 = -749682.763211
  nChanged 11
		SP:Iteration 39Q (46591.320000 sec): 3 clusters
  Score: Raw -752512.944297 + Penalty 2822.979812 = -749689.964485
  nChanged 7
		SP:Iteration 40F (46591.530000 sec): 3 clusters
  Score: Raw -752517.711574 + Penalty 2822.979812 = -749694.731762
  nChanged 2
		SP:Iteration 41Q (46591.770000 sec): 3 clusters
  Score: Raw -752521.412826 + Penalty 2822.979812 = -749698.433014
  nChanged 3
		SP:Iteration 42Q (46591.950000 sec): 3 clusters
  Score: Raw -752525.975824 + Penalty 2822.979812 = -749702.996013
  nChanged 4
		SP:Iteration 43Q (46592.160000 sec): 3 clusters
  Score: Raw -752531.496435 + Penalty 2822.979812 = -749708.516624
  nChanged 1
		SP:Iteration 44Q (46592.320000 sec): 3 clusters
  Score: Raw -752532.961096 + Penalty 2822.979812 = -749709.981284
  nChanged 1
		SP:Iteration 45Q (46592.450000 sec): 3 clusters
  Score: Raw -752533.975333 + Penalty 2822.979812 = -749710.995521
  nChanged 1
		SP:Iteration 46Q (46592.640000 sec): 3 clusters
  Score: Raw -752534.544379 + Penalty 2822.979812 = -749711.564568
  nChanged 1
		SP:Iteration 47Q (46592.850000 sec): 3 clusters
  Score: Raw -752535.254348 + Penalty 2822.979812 = -749712.274537
  nChanged 1
		SP:Iteration 48Q (46593.020000 sec): 3 clusters
  Score: Raw -752535.577652 + Penalty 2822.979812 = -749712.597841
  nChanged 0
		SP:Iteration 49F (46593.220000 sec): 3 clusters
  Score: Raw -752535.577652 + Penalty 2822.979812 = -749712.597841
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46593.400000 sec): 2 clusters
  Score: Raw -1056156.386015 + Penalty 1480.710693 = -1054675.675322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46593.610000 sec): 3 clusters
  Score: Raw -1051017.344785 + Penalty 2961.421386 = -1048055.923400
  nChanged 3861
		SP:Iteration 1F (46593.830000 sec): 3 clusters
  Score: Raw -1053087.913712 + Penalty 2961.421386 = -1050126.492326
  nChanged 623
		SP:Iteration 2F (46594.050000 sec): 3 clusters
  Score: Raw -1053403.292147 + Penalty 2961.421386 = -1050441.870761
  nChanged 528
		SP:Iteration 3F (46594.250000 sec): 3 clusters
  Score: Raw -1053674.384574 + Penalty 2961.421386 = -1050712.963188
  nChanged 486
		SP:Iteration 4F (46594.520000 sec): 3 clusters
  Score: Raw -1053924.267391 + Penalty 2961.421386 = -1050962.846005
  nChanged 506
		SP:Iteration 5F (46594.800000 sec): 3 clusters
  Score: Raw -1054246.455508 + Penalty 2961.421386 = -1051285.034122
  nChanged 544
		SP:Iteration 6F (46594.990000 sec): 3 clusters
  Score: Raw -1054623.273179 + Penalty 2961.421386 = -1051661.851793
  nChanged 510
		SP:Iteration 7F (46595.250000 sec): 3 clusters
  Score: Raw -1055011.364134 + Penalty 2961.421386 = -1052049.942748
  nChanged 495
		SP:Iteration 8F (46595.500000 sec): 3 clusters
  Score: Raw -1055408.821035 + Penalty 2961.421386 = -1052447.399649
  nChanged 460
		SP:Iteration 9F (46595.720000 sec): 3 clusters
  Score: Raw -1055784.269147 + Penalty 2961.421386 = -1052822.847761
  nChanged 391
		SP:Iteration 10Q (46595.940000 sec): 3 clusters
  Score: Raw -1056085.553548 + Penalty 2961.421386 = -1053124.132162
  nChanged 297
		SP:Iteration 11Q (46596.190000 sec): 3 clusters
  Score: Raw -1056320.297940 + Penalty 2961.421386 = -1053358.876555
  nChanged 234
		SP:Iteration 12Q (46596.420000 sec): 3 clusters
  Score: Raw -1056503.412299 + Penalty 2961.421386 = -1053541.990913
  nChanged 188
		SP:Iteration 13Q (46596.670000 sec): 3 clusters
  Score: Raw -1056625.412204 + Penalty 2961.421386 = -1053663.990818
  nChanged 139
		SP:Iteration 14Q (46596.840000 sec): 3 clusters
  Score: Raw -1056715.969463 + Penalty 2961.421386 = -1053754.548077
  nChanged 135
		SP:Iteration 15Q (46596.990000 sec): 3 clusters
  Score: Raw -1056786.725574 + Penalty 2961.421386 = -1053825.304188
  nChanged 104
		SP:Iteration 16Q (46597.230000 sec): 3 clusters
  Score: Raw -1056834.226532 + Penalty 2961.421386 = -1053872.805146
  nChanged 69
		SP:Iteration 17Q (46597.460000 sec): 3 clusters
  Score: Raw -1056856.096886 + Penalty 2961.421386 = -1053894.675500
  nChanged 45
		SP:Iteration 18Q (46597.740000 sec): 3 clusters
  Score: Raw -1056871.992251 + Penalty 2961.421386 = -1053910.570865
  nChanged 41
		SP:Iteration 19Q (46598.010000 sec): 3 clusters
  Score: Raw -1056882.533209 + Penalty 2961.421386 = -1053921.111823
  nChanged 23
		SP:Iteration 20F (46598.200000 sec): 3 clusters
  Score: Raw -1056886.949667 + Penalty 2961.421386 = -1053925.528281
  nChanged 16
		SP:Iteration 21Q (46598.430000 sec): 3 clusters
  Score: Raw -1056891.531489 + Penalty 2961.421386 = -1053930.110103
  nChanged 18
		SP:Iteration 22Q (46598.670000 sec): 3 clusters
  Score: Raw -1056895.356981 + Penalty 2961.421386 = -1053933.935596
  nChanged 19
		SP:Iteration 23Q (46598.920000 sec): 3 clusters
  Score: Raw -1056898.559007 + Penalty 2961.421386 = -1053937.137621
  nChanged 8
		SP:Iteration 24Q (46599.100000 sec): 3 clusters
  Score: Raw -1056899.783061 + Penalty 2961.421386 = -1053938.361675
  nChanged 4
		SP:Iteration 25Q (46599.350000 sec): 3 clusters
  Score: Raw -1056900.425015 + Penalty 2961.421386 = -1053939.003630
  nChanged 7
		SP:Iteration 26Q (46599.570000 sec): 3 clusters
  Score: Raw -1056901.495462 + Penalty 2961.421386 = -1053940.074076
  nChanged 8
		SP:Iteration 27Q (46599.790000 sec): 3 clusters
  Score: Raw -1056902.762274 + Penalty 2961.421386 = -1053941.340888
  nChanged 10
		SP:Iteration 28Q (46599.960000 sec): 3 clusters
  Score: Raw -1056904.312566 + Penalty 2961.421386 = -1053942.891180
  nChanged 9
		SP:Iteration 29Q (46600.190000 sec): 3 clusters
  Score: Raw -1056905.999778 + Penalty 2961.421386 = -1053944.578392
  nChanged 9
		SP:Iteration 30Q (46600.420000 sec): 3 clusters
  Score: Raw -1056908.078167 + Penalty 2961.421386 = -1053946.656781
  nChanged 14
		SP:Iteration 31Q (46600.680000 sec): 3 clusters
  Score: Raw -1056911.716385 + Penalty 2961.421386 = -1053950.294999
  nChanged 9
		SP:Iteration 32Q (46600.900000 sec): 3 clusters
  Score: Raw -1056913.724232 + Penalty 2961.421386 = -1053952.302846
  nChanged 7
		SP:Iteration 33Q (46601.160000 sec): 3 clusters
  Score: Raw -1056915.289774 + Penalty 2961.421386 = -1053953.868388
  nChanged 5
		SP:Iteration 34Q (46601.340000 sec): 3 clusters
  Score: Raw -1056916.576997 + Penalty 2961.421386 = -1053955.155611
  nChanged 4
		SP:Iteration 35Q (46601.590000 sec): 3 clusters
  Score: Raw -1056917.073386 + Penalty 2961.421386 = -1053955.652000
  nChanged 3
		SP:Iteration 36Q (46601.810000 sec): 3 clusters
  Score: Raw -1056917.663868 + Penalty 2961.421386 = -1053956.242482
  nChanged 3
		SP:Iteration 37Q (46602.020000 sec): 3 clusters
  Score: Raw -1056917.936712 + Penalty 2961.421386 = -1053956.515326
  nChanged 1
		SP:Iteration 38Q (46602.270000 sec): 3 clusters
  Score: Raw -1056918.061692 + Penalty 2961.421386 = -1053956.640306
  nChanged 3
		SP:Iteration 39Q (46602.460000 sec): 3 clusters
  Score: Raw -1056918.535000 + Penalty 2961.421386 = -1053957.113614
  nChanged 2
		SP:Iteration 40F (46602.730000 sec): 3 clusters
  Score: Raw -1056918.694974 + Penalty 2961.421386 = -1053957.273588
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46602.800000 sec): 2 clusters
  Score: Raw -680125.298752 + Penalty 1402.256553 = -678723.042200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46602.980000 sec): 3 clusters
  Score: Raw -677168.418140 + Penalty 2804.513106 = -674363.905034
  nChanged 2278
		SP:Iteration 1F (46603.190000 sec): 3 clusters
  Score: Raw -678381.102257 + Penalty 2804.513106 = -675576.589152
  nChanged 381
		SP:Iteration 2F (46603.360000 sec): 3 clusters
  Score: Raw -678598.295321 + Penalty 2804.513106 = -675793.782216
  nChanged 346
		SP:Iteration 3F (46603.540000 sec): 3 clusters
  Score: Raw -678801.640844 + Penalty 2804.513106 = -675997.127738
  nChanged 345
		SP:Iteration 4F (46603.710000 sec): 3 clusters
  Score: Raw -679021.842265 + Penalty 2804.513106 = -676217.329159
  nChanged 338
		SP:Iteration 5F (46603.920000 sec): 3 clusters
  Score: Raw -679266.364346 + Penalty 2804.513106 = -676461.851240
  nChanged 333
		SP:Iteration 6F (46604.100000 sec): 3 clusters
  Score: Raw -679521.687341 + Penalty 2804.513106 = -676717.174235
  nChanged 294
		SP:Iteration 7F (46604.320000 sec): 3 clusters
  Score: Raw -679734.242017 + Penalty 2804.513106 = -676929.728911
  nChanged 242
		SP:Iteration 8Q (46604.480000 sec): 3 clusters
  Score: Raw -679888.166094 + Penalty 2804.513106 = -677083.652988
  nChanged 166
		SP:Iteration 9Q (46604.660000 sec): 3 clusters
  Score: Raw -680004.422723 + Penalty 2804.513106 = -677199.909617
  nChanged 141
		SP:Iteration 10Q (46604.890000 sec): 3 clusters
  Score: Raw -680099.167871 + Penalty 2804.513106 = -677294.654766
  nChanged 110
		SP:Iteration 11Q (46605.100000 sec): 3 clusters
  Score: Raw -680162.066378 + Penalty 2804.513106 = -677357.553272
  nChanged 85
		SP:Iteration 12Q (46605.360000 sec): 3 clusters
  Score: Raw -680202.611544 + Penalty 2804.513106 = -677398.098438
  nChanged 51
		SP:Iteration 13Q (46605.550000 sec): 3 clusters
  Score: Raw -680227.402037 + Penalty 2804.513106 = -677422.888931
  nChanged 39
		SP:Iteration 14Q (46605.750000 sec): 3 clusters
  Score: Raw -680242.067896 + Penalty 2804.513106 = -677437.554790
  nChanged 26
		SP:Iteration 15Q (46605.950000 sec): 3 clusters
  Score: Raw -680252.335135 + Penalty 2804.513106 = -677447.822029
  nChanged 24
		SP:Iteration 16Q (46606.150000 sec): 3 clusters
  Score: Raw -680261.455603 + Penalty 2804.513106 = -677456.942497
  nChanged 19
		SP:Iteration 17Q (46606.340000 sec): 3 clusters
  Score: Raw -680268.742662 + Penalty 2804.513106 = -677464.229556
  nChanged 15
		SP:Iteration 18Q (46606.540000 sec): 3 clusters
  Score: Raw -680274.682017 + Penalty 2804.513106 = -677470.168911
  nChanged 15
		SP:Iteration 19Q (46606.820000 sec): 3 clusters
  Score: Raw -680280.377859 + Penalty 2804.513106 = -677475.864753
  nChanged 17
		SP:Iteration 20F (46607.020000 sec): 3 clusters
  Score: Raw -680287.820903 + Penalty 2804.513106 = -677483.307797
  nChanged 14
		SP:Iteration 21Q (46607.240000 sec): 3 clusters
  Score: Raw -680294.357865 + Penalty 2804.513106 = -677489.844759
  nChanged 15
		SP:Iteration 22Q (46607.420000 sec): 3 clusters
  Score: Raw -680302.114163 + Penalty 2804.513106 = -677497.601057
  nChanged 13
		SP:Iteration 23Q (46607.600000 sec): 3 clusters
  Score: Raw -680310.377375 + Penalty 2804.513106 = -677505.864270
  nChanged 13
		SP:Iteration 24Q (46607.780000 sec): 3 clusters
  Score: Raw -680315.965633 + Penalty 2804.513106 = -677511.452527
  nChanged 6
		SP:Iteration 25Q (46607.970000 sec): 3 clusters
  Score: Raw -680318.455415 + Penalty 2804.513106 = -677513.942310
  nChanged 7
		SP:Iteration 26Q (46608.180000 sec): 3 clusters
  Score: Raw -680321.431339 + Penalty 2804.513106 = -677516.918233
  nChanged 9
		SP:Iteration 27Q (46608.380000 sec): 3 clusters
  Score: Raw -680324.522779 + Penalty 2804.513106 = -677520.009673
  nChanged 5
		SP:Iteration 28Q (46608.570000 sec): 3 clusters
  Score: Raw -680326.386881 + Penalty 2804.513106 = -677521.873775
  nChanged 7
		SP:Iteration 29Q (46608.770000 sec): 3 clusters
  Score: Raw -680328.975018 + Penalty 2804.513106 = -677524.461912
  nChanged 10
		SP:Iteration 30Q (46608.990000 sec): 3 clusters
  Score: Raw -680333.805703 + Penalty 2804.513106 = -677529.292597
  nChanged 10
		SP:Iteration 31Q (46609.170000 sec): 3 clusters
  Score: Raw -680337.247329 + Penalty 2804.513106 = -677532.734224
  nChanged 4
		SP:Iteration 32Q (46609.330000 sec): 3 clusters
  Score: Raw -680338.522389 + Penalty 2804.513106 = -677534.009283
  nChanged 4
		SP:Iteration 33Q (46609.540000 sec): 3 clusters
  Score: Raw -680340.415764 + Penalty 2804.513106 = -677535.902659
  nChanged 4
		SP:Iteration 34Q (46609.740000 sec): 3 clusters
  Score: Raw -680341.840527 + Penalty 2804.513106 = -677537.327421
  nChanged 2
		SP:Iteration 35Q (46609.990000 sec): 3 clusters
  Score: Raw -680342.326862 + Penalty 2804.513106 = -677537.813756
  nChanged 1
		SP:Iteration 36Q (46610.180000 sec): 3 clusters
  Score: Raw -680342.675975 + Penalty 2804.513106 = -677538.162869
  nChanged 0
		SP:Iteration 37F (46610.400000 sec): 3 clusters
  Score: Raw -680342.675975 + Penalty 2804.513106 = -677538.162869
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46610.480000 sec): 2 clusters
  Score: Raw -66973.502597 + Penalty 1028.579647 = -65944.922950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46610.680000 sec): 3 clusters
  Score: Raw -66932.598434 + Penalty 2057.159294 = -64875.439139
  nChanged 153
		SP:Iteration 1F (46610.840000 sec): 3 clusters
  Score: Raw -67174.556320 + Penalty 2057.159294 = -65117.397026
  nChanged 51
		SP:Iteration 2F (46611.020000 sec): 3 clusters
  Score: Raw -67277.382241 + Penalty 2057.159294 = -65220.222946
  nChanged 30
		SP:Iteration 3F (46611.200000 sec): 3 clusters
  Score: Raw -67339.904470 + Penalty 2057.159294 = -65282.745175
  nChanged 22
		SP:Iteration 4Q (46611.420000 sec): 3 clusters
  Score: Raw -67388.660053 + Penalty 2057.159294 = -65331.500759
  nChanged 11
		SP:Iteration 5Q (46611.620000 sec): 3 clusters
  Score: Raw -67406.729428 + Penalty 2057.159294 = -65349.570134
  nChanged 6
		SP:Iteration 6Q (46611.780000 sec): 3 clusters
  Score: Raw -67422.085618 + Penalty 2057.159294 = -65364.926324
  nChanged 3
		SP:Iteration 7Q (46611.930000 sec): 3 clusters
  Score: Raw -67430.648375 + Penalty 2057.159294 = -65373.489081
  nChanged 2
		SP:Iteration 8Q (46612.070000 sec): 3 clusters
  Score: Raw -67440.628731 + Penalty 2057.159294 = -65383.469436
  nChanged 5
		SP:Iteration 9Q (46612.220000 sec): 3 clusters
  Score: Raw -67475.012719 + Penalty 2057.159294 = -65417.853425
  nChanged 8
		SP:Iteration 10Q (46612.410000 sec): 3 clusters
  Score: Raw -67529.832348 + Penalty 2057.159294 = -65472.673053
  nChanged 15
		SP:Iteration 11Q (46612.640000 sec): 3 clusters
  Score: Raw -67595.375880 + Penalty 2057.159294 = -65538.216586
  nChanged 15
		SP:Iteration 12Q (46612.820000 sec): 3 clusters
  Score: Raw -67668.958884 + Penalty 2057.159294 = -65611.799590
  nChanged 11
		SP:Iteration 13Q (46612.960000 sec): 3 clusters
  Score: Raw -67726.812137 + Penalty 2057.159294 = -65669.652843
  nChanged 11
		SP:Iteration 14Q (46613.170000 sec): 3 clusters
  Score: Raw -67767.800858 + Penalty 2057.159294 = -65710.641564
  nChanged 5
		SP:Iteration 15Q (46613.330000 sec): 3 clusters
  Score: Raw -67798.294707 + Penalty 2057.159294 = -65741.135413
  nChanged 3
		SP:Iteration 16Q (46613.540000 sec): 3 clusters
  Score: Raw -67825.160329 + Penalty 2057.159294 = -65768.001035
  nChanged 1
		SP:Iteration 17Q (46613.710000 sec): 3 clusters
  Score: Raw -67826.488233 + Penalty 2057.159294 = -65769.328939
  nChanged 0
		SP:Iteration 18F (46613.900000 sec): 3 clusters
  Score: Raw -67826.488233 + Penalty 2057.159294 = -65769.328939
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46614.090000 sec): 2 clusters
  Score: Raw -2192113.571949 + Penalty 1605.793176 = -2190507.778774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46614.390000 sec): 3 clusters
  Score: Raw -2180456.688708 + Penalty 3211.586351 = -2177245.102357
  nChanged 8647
		SP:Iteration 1F (46614.620000 sec): 3 clusters
  Score: Raw -2185408.784256 + Penalty 3211.586351 = -2182197.197905
  nChanged 1234
		SP:Iteration 2F (46614.910000 sec): 3 clusters
  Score: Raw -2186075.085342 + Penalty 3211.586351 = -2182863.498991
  nChanged 1212
		SP:Iteration 3F (46615.240000 sec): 3 clusters
  Score: Raw -2186776.969725 + Penalty 3211.586351 = -2183565.383374
  nChanged 1192
		SP:Iteration 4F (46615.520000 sec): 3 clusters
  Score: Raw -2187528.725956 + Penalty 3211.586351 = -2184317.139605
  nChanged 1192
		SP:Iteration 5F (46615.730000 sec): 3 clusters
  Score: Raw -2188306.622009 + Penalty 3211.586351 = -2185095.035658
  nChanged 1128
		SP:Iteration 6F (46616.010000 sec): 3 clusters
  Score: Raw -2189073.781324 + Penalty 3211.586351 = -2185862.194973
  nChanged 1048
		SP:Iteration 7F (46616.280000 sec): 3 clusters
  Score: Raw -2189810.751056 + Penalty 3211.586351 = -2186599.164705
  nChanged 948
		SP:Iteration 8Q (46616.610000 sec): 3 clusters
  Score: Raw -2190451.939439 + Penalty 3211.586351 = -2187240.353088
  nChanged 741
		SP:Iteration 9Q (46616.870000 sec): 3 clusters
  Score: Raw -2190906.399740 + Penalty 3211.586351 = -2187694.813389
  nChanged 586
		SP:Iteration 10Q (46617.100000 sec): 3 clusters
  Score: Raw -2191208.357114 + Penalty 3211.586351 = -2187996.770763
  nChanged 433
		SP:Iteration 11Q (46617.380000 sec): 3 clusters
  Score: Raw -2191393.257751 + Penalty 3211.586351 = -2188181.671399
  nChanged 352
		SP:Iteration 12Q (46617.710000 sec): 3 clusters
  Score: Raw -2191536.925905 + Penalty 3211.586351 = -2188325.339554
  nChanged 301
		SP:Iteration 13Q (46617.970000 sec): 3 clusters
  Score: Raw -2191661.418054 + Penalty 3211.586351 = -2188449.831703
  nChanged 281
		SP:Iteration 14Q (46618.270000 sec): 3 clusters
  Score: Raw -2191772.244581 + Penalty 3211.586351 = -2188560.658230
  nChanged 239
		SP:Iteration 15Q (46618.560000 sec): 3 clusters
  Score: Raw -2191859.436609 + Penalty 3211.586351 = -2188647.850258
  nChanged 224
		SP:Iteration 16Q (46618.760000 sec): 3 clusters
  Score: Raw -2191940.506465 + Penalty 3211.586351 = -2188728.920114
  nChanged 203
		SP:Iteration 17Q (46619.040000 sec): 3 clusters
  Score: Raw -2192015.038539 + Penalty 3211.586351 = -2188803.452188
  nChanged 181
		SP:Iteration 18Q (46619.280000 sec): 3 clusters
  Score: Raw -2192078.314693 + Penalty 3211.586351 = -2188866.728341
  nChanged 163
		SP:Iteration 19Q (46619.580000 sec): 3 clusters
  Score: Raw -2192134.234334 + Penalty 3211.586351 = -2188922.647982
  nChanged 145
		SP:Iteration 20F (46619.830000 sec): 3 clusters
  Score: Raw -2192183.264905 + Penalty 3211.586351 = -2188971.678553
  nChanged 154
		SP:Iteration 21Q (46620.020000 sec): 3 clusters
  Score: Raw -2192240.446724 + Penalty 3211.586351 = -2189028.860373
  nChanged 158
		SP:Iteration 22Q (46620.250000 sec): 3 clusters
  Score: Raw -2192296.180022 + Penalty 3211.586351 = -2189084.593670
  nChanged 117
		SP:Iteration 23Q (46620.520000 sec): 3 clusters
  Score: Raw -2192337.329879 + Penalty 3211.586351 = -2189125.743528
  nChanged 144
		SP:Iteration 24Q (46620.760000 sec): 3 clusters
  Score: Raw -2192387.805069 + Penalty 3211.586351 = -2189176.218718
  nChanged 123
		SP:Iteration 25Q (46620.990000 sec): 3 clusters
  Score: Raw -2192430.717454 + Penalty 3211.586351 = -2189219.131103
  nChanged 115
		SP:Iteration 26Q (46621.300000 sec): 3 clusters
  Score: Raw -2192470.399320 + Penalty 3211.586351 = -2189258.812969
  nChanged 102
		SP:Iteration 27Q (46621.550000 sec): 3 clusters
  Score: Raw -2192505.361566 + Penalty 3211.586351 = -2189293.775215
  nChanged 76
		SP:Iteration 28Q (46621.880000 sec): 3 clusters
  Score: Raw -2192534.555393 + Penalty 3211.586351 = -2189322.969042
  nChanged 76
		SP:Iteration 29Q (46622.150000 sec): 3 clusters
  Score: Raw -2192559.574457 + Penalty 3211.586351 = -2189347.988105
  nChanged 76
		SP:Iteration 30Q (46622.450000 sec): 3 clusters
  Score: Raw -2192586.664308 + Penalty 3211.586351 = -2189375.077957
  nChanged 67
		SP:Iteration 31Q (46622.690000 sec): 3 clusters
  Score: Raw -2192612.777451 + Penalty 3211.586351 = -2189401.191100
  nChanged 70
		SP:Iteration 32Q (46622.920000 sec): 3 clusters
  Score: Raw -2192635.692938 + Penalty 3211.586351 = -2189424.106587
  nChanged 73
		SP:Iteration 33Q (46623.220000 sec): 3 clusters
  Score: Raw -2192660.313763 + Penalty 3211.586351 = -2189448.727412
  nChanged 54
		SP:Iteration 34Q (46623.490000 sec): 3 clusters
  Score: Raw -2192675.285297 + Penalty 3211.586351 = -2189463.698945
  nChanged 42
		SP:Iteration 35Q (46623.780000 sec): 3 clusters
  Score: Raw -2192687.307503 + Penalty 3211.586351 = -2189475.721152
  nChanged 42
		SP:Iteration 36Q (46624.000000 sec): 3 clusters
  Score: Raw -2192700.001192 + Penalty 3211.586351 = -2189488.414841
  nChanged 39
		SP:Iteration 37Q (46624.240000 sec): 3 clusters
  Score: Raw -2192719.522042 + Penalty 3211.586351 = -2189507.935690
  nChanged 32
		SP:Iteration 38Q (46624.490000 sec): 3 clusters
  Score: Raw -2192731.886255 + Penalty 3211.586351 = -2189520.299904
  nChanged 28
		SP:Iteration 39Q (46624.730000 sec): 3 clusters
  Score: Raw -2192741.905500 + Penalty 3211.586351 = -2189530.319149
  nChanged 23
		SP:Iteration 40F (46624.940000 sec): 3 clusters
  Score: Raw -2192748.634117 + Penalty 3211.586351 = -2189537.047765
  nChanged 15
		SP:Iteration 41Q (46625.150000 sec): 3 clusters
  Score: Raw -2192753.222519 + Penalty 3211.586351 = -2189541.636167
  nChanged 15
		SP:Iteration 42Q (46625.380000 sec): 3 clusters
  Score: Raw -2192757.032224 + Penalty 3211.586351 = -2189545.445872
  nChanged 15
		SP:Iteration 43Q (46625.640000 sec): 3 clusters
  Score: Raw -2192760.623319 + Penalty 3211.586351 = -2189549.036968
  nChanged 10
		SP:Iteration 44Q (46625.860000 sec): 3 clusters
  Score: Raw -2192763.153211 + Penalty 3211.586351 = -2189551.566860
  nChanged 6
		SP:Iteration 45Q (46626.090000 sec): 3 clusters
  Score: Raw -2192764.547749 + Penalty 3211.586351 = -2189552.961398
  nChanged 8
		SP:Iteration 46Q (46626.370000 sec): 3 clusters
  Score: Raw -2192766.041417 + Penalty 3211.586351 = -2189554.455066
  nChanged 6
		SP:Iteration 47Q (46626.590000 sec): 3 clusters
  Score: Raw -2192768.051009 + Penalty 3211.586351 = -2189556.464658
  nChanged 5
		SP:Iteration 48Q (46626.810000 sec): 3 clusters
  Score: Raw -2192769.142844 + Penalty 3211.586351 = -2189557.556493
  nChanged 5
		SP:Iteration 49Q (46627.060000 sec): 3 clusters
  Score: Raw -2192770.483401 + Penalty 3211.586351 = -2189558.897050
  nChanged 8
		SP:Iteration 50Q (46627.290000 sec): 3 clusters
  Score: Raw -2192771.887862 + Penalty 3211.586351 = -2189560.301511
  nChanged 5
		SP:Iteration 51Q (46627.590000 sec): 3 clusters
  Score: Raw -2192773.668206 + Penalty 3211.586351 = -2189562.081855
  nChanged 3
		SP:Iteration 52Q (46627.840000 sec): 3 clusters
  Score: Raw -2192774.322546 + Penalty 3211.586351 = -2189562.736195
  nChanged 3
		SP:Iteration 53Q (46628.070000 sec): 3 clusters
  Score: Raw -2192775.736201 + Penalty 3211.586351 = -2189564.149850
  nChanged 6
		SP:Iteration 54Q (46628.310000 sec): 3 clusters
  Score: Raw -2192777.777268 + Penalty 3211.586351 = -2189566.190916
  nChanged 7
		SP:Iteration 55Q (46628.620000 sec): 3 clusters
  Score: Raw -2192780.314239 + Penalty 3211.586351 = -2189568.727888
  nChanged 8
		SP:Iteration 56Q (46628.880000 sec): 3 clusters
  Score: Raw -2192782.818666 + Penalty 3211.586351 = -2189571.232315
  nChanged 11
		SP:Iteration 57Q (46629.160000 sec): 3 clusters
  Score: Raw -2192786.839102 + Penalty 3211.586351 = -2189575.252750
  nChanged 9
		SP:Iteration 58Q (46629.440000 sec): 3 clusters
  Score: Raw -2192789.211293 + Penalty 3211.586351 = -2189577.624942
  nChanged 3
		SP:Iteration 59Q (46629.720000 sec): 3 clusters
  Score: Raw -2192790.050797 + Penalty 3211.586351 = -2189578.464446
  nChanged 3
		SP:Iteration 60F (46630.000000 sec): 3 clusters
  Score: Raw -2192792.139318 + Penalty 3211.586351 = -2189580.552967
  nChanged 7
		SP:Iteration 61Q (46630.350000 sec): 3 clusters
  Score: Raw -2192793.461875 + Penalty 3211.586351 = -2189581.875524
  nChanged 5
		SP:Iteration 62Q (46630.640000 sec): 3 clusters
  Score: Raw -2192795.071146 + Penalty 3211.586351 = -2189583.484795
  nChanged 3
		SP:Iteration 63Q (46630.890000 sec): 3 clusters
  Score: Raw -2192796.312571 + Penalty 3211.586351 = -2189584.726220
  nChanged 0
		SP:Iteration 64F (46631.210000 sec): 3 clusters
  Score: Raw -2192796.312571 + Penalty 3211.586351 = -2189584.726220
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46631.320000 sec): 2 clusters
  Score: Raw -25317.712624 + Penalty 883.687888 = -24434.024736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46631.490000 sec): 3 clusters
  Score: Raw -25396.120180 + Penalty 1767.375775 = -23628.744404
  nChanged 35
		SP:Iteration 1F (46631.670000 sec): 3 clusters
  Score: Raw -25506.227360 + Penalty 1767.375775 = -23738.851585
  nChanged 5
		SP:Iteration 2Q (46631.860000 sec): 3 clusters
  Score: Raw -25523.215705 + Penalty 1767.375775 = -23755.839930
  nChanged 4
		SP:Iteration 3Q (46632.000000 sec): 3 clusters
  Score: Raw -25546.149144 + Penalty 1767.375775 = -23778.773368
  nChanged 3
		SP:Iteration 4Q (46632.200000 sec): 3 clusters
  Score: Raw -25549.398108 + Penalty 1767.375775 = -23782.022333
  nChanged 0
		SP:Iteration 5F (46632.430000 sec): 3 clusters
  Score: Raw -25549.398108 + Penalty 1767.375775 = -23782.022333
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46632.580000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46632.740000 sec): 3 clusters
  Score: Raw -15042.644461 + Penalty 1641.203202 = -13401.441258
  nChanged 17
		SP:Iteration 1F (46632.920000 sec): 3 clusters
  Score: Raw -15105.135933 + Penalty 1641.203202 = -13463.932731
  nChanged 5
		SP:Iteration 2Q (46633.090000 sec): 3 clusters
  Score: Raw -15130.952707 + Penalty 1641.203202 = -13489.749505
  nChanged 2
		SP:Iteration 3Q (46633.330000 sec): 3 clusters
  Score: Raw -15137.944847 + Penalty 1641.203202 = -13496.741644
  nChanged 0
		SP:Iteration 4F (46633.500000 sec): 3 clusters
  Score: Raw -15137.944847 + Penalty 1641.203202 = -13496.741644
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (18238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46633.740000 sec): 2 clusters
  Score: Raw -2242897.332129 + Penalty 1594.330174 = -2241303.001955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46634.050000 sec): 3 clusters
  Score: Raw -2232014.229110 + Penalty 3188.660348 = -2228825.568763
  nChanged 8245
		SP:Iteration 1F (46634.360000 sec): 3 clusters
  Score: Raw -2236711.908540 + Penalty 3188.660348 = -2233523.248193
  nChanged 1115
		SP:Iteration 2F (46634.620000 sec): 3 clusters
  Score: Raw -2237204.024427 + Penalty 3188.660348 = -2234015.364079
  nChanged 1045
		SP:Iteration 3F (46634.880000 sec): 3 clusters
  Score: Raw -2237752.077593 + Penalty 3188.660348 = -2234563.417245
  nChanged 1115
		SP:Iteration 4F (46635.170000 sec): 3 clusters
  Score: Raw -2238381.983446 + Penalty 3188.660348 = -2235193.323098
  nChanged 1104
		SP:Iteration 5F (46635.440000 sec): 3 clusters
  Score: Raw -2239046.816404 + Penalty 3188.660348 = -2235858.156056
  nChanged 1005
		SP:Iteration 6F (46635.730000 sec): 3 clusters
  Score: Raw -2239661.586000 + Penalty 3188.660348 = -2236472.925652
  nChanged 937
		SP:Iteration 7F (46636.010000 sec): 3 clusters
  Score: Raw -2240177.886199 + Penalty 3188.660348 = -2236989.225851
  nChanged 809
		SP:Iteration 8Q (46636.310000 sec): 3 clusters
  Score: Raw -2240563.566158 + Penalty 3188.660348 = -2237374.905810
  nChanged 595
		SP:Iteration 9Q (46636.580000 sec): 3 clusters
  Score: Raw -2240812.738952 + Penalty 3188.660348 = -2237624.078605
  nChanged 500
		SP:Iteration 10Q (46636.840000 sec): 3 clusters
  Score: Raw -2240998.769974 + Penalty 3188.660348 = -2237810.109626
  nChanged 437
		SP:Iteration 11Q (46637.170000 sec): 3 clusters
  Score: Raw -2241144.137807 + Penalty 3188.660348 = -2237955.477459
  nChanged 391
		SP:Iteration 12Q (46637.470000 sec): 3 clusters
  Score: Raw -2241266.624390 + Penalty 3188.660348 = -2238077.964042
  nChanged 355
		SP:Iteration 13Q (46637.740000 sec): 3 clusters
  Score: Raw -2241369.417907 + Penalty 3188.660348 = -2238180.757560
  nChanged 366
		SP:Iteration 14Q (46638.040000 sec): 3 clusters
  Score: Raw -2241476.644293 + Penalty 3188.660348 = -2238287.983945
  nChanged 376
		SP:Iteration 15Q (46638.300000 sec): 3 clusters
  Score: Raw -2241582.224105 + Penalty 3188.660348 = -2238393.563757
  nChanged 358
		SP:Iteration 16Q (46638.570000 sec): 3 clusters
  Score: Raw -2241688.303185 + Penalty 3188.660348 = -2238499.642837
  nChanged 395
		SP:Iteration 17Q (46638.900000 sec): 3 clusters
  Score: Raw -2241812.280080 + Penalty 3188.660348 = -2238623.619732
  nChanged 423
		SP:Iteration 18Q (46639.120000 sec): 3 clusters
  Score: Raw -2241960.283985 + Penalty 3188.660348 = -2238771.623637
  nChanged 437
		SP:Iteration 19Q (46639.390000 sec): 3 clusters
  Score: Raw -2242109.758511 + Penalty 3188.660348 = -2238921.098163
  nChanged 413
		SP:Iteration 20F (46639.690000 sec): 3 clusters
  Score: Raw -2242250.611761 + Penalty 3188.660348 = -2239061.951413
  nChanged 418
		SP:Iteration 21Q (46639.930000 sec): 3 clusters
  Score: Raw -2242409.545777 + Penalty 3188.660348 = -2239220.885429
  nChanged 425
		SP:Iteration 22Q (46640.190000 sec): 3 clusters
  Score: Raw -2242577.857036 + Penalty 3188.660348 = -2239389.196688
  nChanged 397
		SP:Iteration 23Q (46640.480000 sec): 3 clusters
  Score: Raw -2242732.732153 + Penalty 3188.660348 = -2239544.071805
  nChanged 359
		SP:Iteration 24Q (46640.720000 sec): 3 clusters
  Score: Raw -2242870.554195 + Penalty 3188.660348 = -2239681.893847
  nChanged 312
		SP:Iteration 25Q (46640.990000 sec): 3 clusters
  Score: Raw -2242988.166494 + Penalty 3188.660348 = -2239799.506146
  nChanged 272
		SP:Iteration 26Q (46641.250000 sec): 3 clusters
  Score: Raw -2243084.956238 + Penalty 3188.660348 = -2239896.295890
  nChanged 214
		SP:Iteration 27Q (46641.510000 sec): 3 clusters
  Score: Raw -2243156.773383 + Penalty 3188.660348 = -2239968.113035
  nChanged 198
		SP:Iteration 28Q (46641.810000 sec): 3 clusters
  Score: Raw -2243223.738258 + Penalty 3188.660348 = -2240035.077910
  nChanged 169
		SP:Iteration 29Q (46642.050000 sec): 3 clusters
  Score: Raw -2243282.045367 + Penalty 3188.660348 = -2240093.385019
  nChanged 136
		SP:Iteration 30Q (46642.310000 sec): 3 clusters
  Score: Raw -2243328.996091 + Penalty 3188.660348 = -2240140.335743
  nChanged 113
		SP:Iteration 31Q (46642.620000 sec): 3 clusters
  Score: Raw -2243366.423784 + Penalty 3188.660348 = -2240177.763436
  nChanged 102
		SP:Iteration 32Q (46642.950000 sec): 3 clusters
  Score: Raw -2243399.637383 + Penalty 3188.660348 = -2240210.977035
  nChanged 66
		SP:Iteration 33Q (46643.220000 sec): 3 clusters
  Score: Raw -2243414.950992 + Penalty 3188.660348 = -2240226.290644
  nChanged 56
		SP:Iteration 34Q (46643.460000 sec): 3 clusters
  Score: Raw -2243428.393916 + Penalty 3188.660348 = -2240239.733568
  nChanged 47
		SP:Iteration 35Q (46643.720000 sec): 3 clusters
  Score: Raw -2243441.361028 + Penalty 3188.660348 = -2240252.700681
  nChanged 48
		SP:Iteration 36Q (46644.040000 sec): 3 clusters
  Score: Raw -2243454.766825 + Penalty 3188.660348 = -2240266.106477
  nChanged 40
		SP:Iteration 37Q (46644.340000 sec): 3 clusters
  Score: Raw -2243463.414596 + Penalty 3188.660348 = -2240274.754248
  nChanged 28
		SP:Iteration 38Q (46644.590000 sec): 3 clusters
  Score: Raw -2243470.176668 + Penalty 3188.660348 = -2240281.516320
  nChanged 28
		SP:Iteration 39Q (46644.820000 sec): 3 clusters
  Score: Raw -2243479.892813 + Penalty 3188.660348 = -2240291.232466
  nChanged 32
		SP:Iteration 40F (46645.080000 sec): 3 clusters
  Score: Raw -2243487.984098 + Penalty 3188.660348 = -2240299.323750
  nChanged 29
		SP:Iteration 41Q (46645.400000 sec): 3 clusters
  Score: Raw -2243496.222729 + Penalty 3188.660348 = -2240307.562381
  nChanged 37
		SP:Iteration 42Q (46645.690000 sec): 3 clusters
  Score: Raw -2243505.668654 + Penalty 3188.660348 = -2240317.008306
  nChanged 25
		SP:Iteration 43Q (46645.900000 sec): 3 clusters
  Score: Raw -2243511.526571 + Penalty 3188.660348 = -2240322.866224
  nChanged 22
		SP:Iteration 44Q (46646.160000 sec): 3 clusters
  Score: Raw -2243516.986498 + Penalty 3188.660348 = -2240328.326150
  nChanged 16
		SP:Iteration 45Q (46646.420000 sec): 3 clusters
  Score: Raw -2243520.613336 + Penalty 3188.660348 = -2240331.952988
  nChanged 14
		SP:Iteration 46Q (46646.710000 sec): 3 clusters
  Score: Raw -2243523.911283 + Penalty 3188.660348 = -2240335.250935
  nChanged 8
		SP:Iteration 47Q (46646.980000 sec): 3 clusters
  Score: Raw -2243525.331441 + Penalty 3188.660348 = -2240336.671093
  nChanged 7
		SP:Iteration 48Q (46647.240000 sec): 3 clusters
  Score: Raw -2243527.520045 + Penalty 3188.660348 = -2240338.859697
  nChanged 9
		SP:Iteration 49Q (46647.480000 sec): 3 clusters
  Score: Raw -2243528.948317 + Penalty 3188.660348 = -2240340.287970
  nChanged 4
		SP:Iteration 50Q (46647.720000 sec): 3 clusters
  Score: Raw -2243530.114050 + Penalty 3188.660348 = -2240341.453702
  nChanged 2
		SP:Iteration 51Q (46647.990000 sec): 3 clusters
  Score: Raw -2243530.606358 + Penalty 3188.660348 = -2240341.946010
  nChanged 3
		SP:Iteration 52Q (46648.230000 sec): 3 clusters
  Score: Raw -2243531.084387 + Penalty 3188.660348 = -2240342.424039
  nChanged 1
		SP:Iteration 53Q (46648.520000 sec): 3 clusters
  Score: Raw -2243531.182164 + Penalty 3188.660348 = -2240342.521816
  nChanged 0
		SP:Iteration 54F (46648.850000 sec): 3 clusters
  Score: Raw -2243531.182164 + Penalty 3188.660348 = -2240342.521816
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46648.940000 sec): 2 clusters
  Score: Raw -60553.953972 + Penalty 1025.951558 = -59528.002414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46649.150000 sec): 3 clusters
  Score: Raw -60471.965812 + Penalty 2051.903115 = -58420.062697
  nChanged 129
		SP:Iteration 1F (46649.350000 sec): 3 clusters
  Score: Raw -60635.577342 + Penalty 2051.903115 = -58583.674227
  nChanged 41
		SP:Iteration 2F (46649.500000 sec): 3 clusters
  Score: Raw -60704.556907 + Penalty 2051.903115 = -58652.653792
  nChanged 23
		SP:Iteration 3Q (46649.670000 sec): 3 clusters
  Score: Raw -60744.855281 + Penalty 2051.903115 = -58692.952166
  nChanged 17
		SP:Iteration 4Q (46649.860000 sec): 3 clusters
  Score: Raw -60783.023151 + Penalty 2051.903115 = -58731.120036
  nChanged 14
		SP:Iteration 5Q (46650.070000 sec): 3 clusters
  Score: Raw -60809.344771 + Penalty 2051.903115 = -58757.441656
  nChanged 4
		SP:Iteration 6Q (46650.210000 sec): 3 clusters
  Score: Raw -60814.856345 + Penalty 2051.903115 = -58762.953230
  nChanged 8
		SP:Iteration 7Q (46650.400000 sec): 3 clusters
  Score: Raw -60824.554966 + Penalty 2051.903115 = -58772.651851
  nChanged 5
		SP:Iteration 8Q (46650.610000 sec): 3 clusters
  Score: Raw -60831.418149 + Penalty 2051.903115 = -58779.515033
  nChanged 4
		SP:Iteration 9Q (46650.760000 sec): 3 clusters
  Score: Raw -60835.980062 + Penalty 2051.903115 = -58784.076947
  nChanged 2
		SP:Iteration 10Q (46650.970000 sec): 3 clusters
  Score: Raw -60838.957421 + Penalty 2051.903115 = -58787.054306
  nChanged 1
		SP:Iteration 11Q (46651.190000 sec): 3 clusters
  Score: Raw -60840.100045 + Penalty 2051.903115 = -58788.196930
  nChanged 0
		SP:Iteration 12F (46651.400000 sec): 3 clusters
  Score: Raw -60840.100045 + Penalty 2051.903115 = -58788.196930
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46651.460000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46651.670000 sec): 3 clusters
  Score: Raw -61033.831284 + Penalty 2026.820117 = -59007.011167
  nChanged 118
		SP:Iteration 1F (46651.830000 sec): 3 clusters
  Score: Raw -61202.531574 + Penalty 2026.820117 = -59175.711457
  nChanged 26
		SP:Iteration 2F (46652.020000 sec): 3 clusters
  Score: Raw -61242.239879 + Penalty 2026.820117 = -59215.419763
  nChanged 14
		SP:Iteration 3Q (46652.190000 sec): 3 clusters
  Score: Raw -61264.400208 + Penalty 2026.820117 = -59237.580091
  nChanged 9
		SP:Iteration 4Q (46652.410000 sec): 3 clusters
  Score: Raw -61273.996140 + Penalty 2026.820117 = -59247.176023
  nChanged 4
		SP:Iteration 5Q (46652.600000 sec): 3 clusters
  Score: Raw -61278.007666 + Penalty 2026.820117 = -59251.187550
  nChanged 2
		SP:Iteration 6Q (46652.810000 sec): 3 clusters
  Score: Raw -61290.029598 + Penalty 2026.820117 = -59263.209481
  nChanged 2
		SP:Iteration 7Q (46652.960000 sec): 3 clusters
  Score: Raw -61291.625209 + Penalty 2026.820117 = -59264.805092
  nChanged 0
		SP:Iteration 8F (46653.130000 sec): 3 clusters
  Score: Raw -61291.625209 + Penalty 2026.820117 = -59264.805092
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46653.480000 sec): 2 clusters
  Score: Raw -4821609.122318 + Penalty 1720.389710 = -4819888.732608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46653.940000 sec): 3 clusters
  Score: Raw -4796655.408356 + Penalty 3440.779419 = -4793214.628936
  nChanged 18447
		SP:Iteration 1F (46654.280000 sec): 3 clusters
  Score: Raw -4806987.782878 + Penalty 3440.779419 = -4803547.003458
  nChanged 1801
		SP:Iteration 2Q (46654.630000 sec): 3 clusters
  Score: Raw -4807596.749729 + Penalty 3440.779419 = -4804155.970309
  nChanged 1914
		SP:Iteration 3Q (46655.010000 sec): 3 clusters
  Score: Raw -4808383.554538 + Penalty 3440.779419 = -4804942.775119
  nChanged 2086
		SP:Iteration 4F (46655.380000 sec): 3 clusters
  Score: Raw -4809367.947423 + Penalty 3440.779419 = -4805927.168003
  nChanged 2243
		SP:Iteration 5F (46655.770000 sec): 3 clusters
  Score: Raw -4810551.761395 + Penalty 3440.779419 = -4807110.981976
  nChanged 2372
		SP:Iteration 6F (46656.130000 sec): 3 clusters
  Score: Raw -4811940.300610 + Penalty 3440.779419 = -4808499.521191
  nChanged 2258
		SP:Iteration 7F (46656.480000 sec): 3 clusters
  Score: Raw -4813444.240570 + Penalty 3440.779419 = -4810003.461151
  nChanged 2123
		SP:Iteration 8F (46656.840000 sec): 3 clusters
  Score: Raw -4815008.848734 + Penalty 3440.779419 = -4811568.069314
  nChanged 1872
		SP:Iteration 9Q (46657.210000 sec): 3 clusters
  Score: Raw -4816463.745103 + Penalty 3440.779419 = -4813022.965683
  nChanged 1526
		SP:Iteration 10Q (46657.560000 sec): 3 clusters
  Score: Raw -4817537.526394 + Penalty 3440.779419 = -4814096.746974
  nChanged 1175
		SP:Iteration 11Q (46657.930000 sec): 3 clusters
  Score: Raw -4818129.596876 + Penalty 3440.779419 = -4814688.817456
  nChanged 787
		SP:Iteration 12Q (46658.280000 sec): 3 clusters
  Score: Raw -4818459.634478 + Penalty 3440.779419 = -4815018.855059
  nChanged 671
		SP:Iteration 13Q (46658.650000 sec): 3 clusters
  Score: Raw -4818736.002781 + Penalty 3440.779419 = -4815295.223361
  nChanged 608
		SP:Iteration 14Q (46659.050000 sec): 3 clusters
  Score: Raw -4818974.896207 + Penalty 3440.779419 = -4815534.116788
  nChanged 550
		SP:Iteration 15Q (46659.460000 sec): 3 clusters
  Score: Raw -4819180.948287 + Penalty 3440.779419 = -4815740.168868
  nChanged 487
		SP:Iteration 16Q (46659.860000 sec): 3 clusters
  Score: Raw -4819361.674032 + Penalty 3440.779419 = -4815920.894612
  nChanged 491
		SP:Iteration 17Q (46660.260000 sec): 3 clusters
  Score: Raw -4819554.526280 + Penalty 3440.779419 = -4816113.746861
  nChanged 489
		SP:Iteration 18Q (46660.610000 sec): 3 clusters
  Score: Raw -4819748.811331 + Penalty 3440.779419 = -4816308.031912
  nChanged 473
		SP:Iteration 19Q (46660.960000 sec): 3 clusters
  Score: Raw -4819931.867074 + Penalty 3440.779419 = -4816491.087655
  nChanged 444
		SP:Iteration 20F (46661.340000 sec): 3 clusters
  Score: Raw -4820108.605014 + Penalty 3440.779419 = -4816667.825595
  nChanged 412
		SP:Iteration 21Q (46661.660000 sec): 3 clusters
  Score: Raw -4820285.927015 + Penalty 3440.779419 = -4816845.147596
  nChanged 414
		SP:Iteration 22Q (46662.030000 sec): 3 clusters
  Score: Raw -4820475.322967 + Penalty 3440.779419 = -4817034.543547
  nChanged 408
		SP:Iteration 23Q (46662.320000 sec): 3 clusters
  Score: Raw -4820664.975604 + Penalty 3440.779419 = -4817224.196185
  nChanged 360
		SP:Iteration 24Q (46662.670000 sec): 3 clusters
  Score: Raw -4820824.995654 + Penalty 3440.779419 = -4817384.216234
  nChanged 326
		SP:Iteration 25Q (46663.020000 sec): 3 clusters
  Score: Raw -4820963.728780 + Penalty 3440.779419 = -4817522.949361
  nChanged 300
		SP:Iteration 26Q (46663.390000 sec): 3 clusters
  Score: Raw -4821101.626044 + Penalty 3440.779419 = -4817660.846624
  nChanged 287
		SP:Iteration 27Q (46663.750000 sec): 3 clusters
  Score: Raw -4821235.769759 + Penalty 3440.779419 = -4817794.990340
  nChanged 250
		SP:Iteration 28Q (46664.130000 sec): 3 clusters
  Score: Raw -4821346.801390 + Penalty 3440.779419 = -4817906.021971
  nChanged 210
		SP:Iteration 29Q (46664.490000 sec): 3 clusters
  Score: Raw -4821440.171027 + Penalty 3440.779419 = -4817999.391608
  nChanged 202
		SP:Iteration 30Q (46664.870000 sec): 3 clusters
  Score: Raw -4821532.506847 + Penalty 3440.779419 = -4818091.727428
  nChanged 187
		SP:Iteration 31Q (46665.270000 sec): 3 clusters
  Score: Raw -4821618.280994 + Penalty 3440.779419 = -4818177.501575
  nChanged 169
		SP:Iteration 32Q (46665.610000 sec): 3 clusters
  Score: Raw -4821705.899219 + Penalty 3440.779419 = -4818265.119799
  nChanged 161
		SP:Iteration 33Q (46665.960000 sec): 3 clusters
  Score: Raw -4821793.874912 + Penalty 3440.779419 = -4818353.095493
  nChanged 137
		SP:Iteration 34Q (46666.320000 sec): 3 clusters
  Score: Raw -4821872.913960 + Penalty 3440.779419 = -4818432.134541
  nChanged 141
		SP:Iteration 35Q (46666.660000 sec): 3 clusters
  Score: Raw -4821950.685722 + Penalty 3440.779419 = -4818509.906302
  nChanged 108
		SP:Iteration 36Q (46667.020000 sec): 3 clusters
  Score: Raw -4822009.285190 + Penalty 3440.779419 = -4818568.505771
  nChanged 94
		SP:Iteration 37Q (46667.340000 sec): 3 clusters
  Score: Raw -4822057.178225 + Penalty 3440.779419 = -4818616.398805
  nChanged 73
		SP:Iteration 38Q (46667.690000 sec): 3 clusters
  Score: Raw -4822095.077070 + Penalty 3440.779419 = -4818654.297651
  nChanged 65
		SP:Iteration 39Q (46668.010000 sec): 3 clusters
  Score: Raw -4822131.333210 + Penalty 3440.779419 = -4818690.553791
  nChanged 66
		SP:Iteration 40F (46668.410000 sec): 3 clusters
  Score: Raw -4822173.368908 + Penalty 3440.779419 = -4818732.589488
  nChanged 67
		SP:Iteration 41Q (46668.790000 sec): 3 clusters
  Score: Raw -4822210.628175 + Penalty 3440.779419 = -4818769.848755
  nChanged 52
		SP:Iteration 42Q (46669.090000 sec): 3 clusters
  Score: Raw -4822239.063688 + Penalty 3440.779419 = -4818798.284268
  nChanged 38
		SP:Iteration 43Q (46669.510000 sec): 3 clusters
  Score: Raw -4822258.039747 + Penalty 3440.779419 = -4818817.260328
  nChanged 36
		SP:Iteration 44Q (46669.910000 sec): 3 clusters
  Score: Raw -4822278.229505 + Penalty 3440.779419 = -4818837.450086
  nChanged 37
		SP:Iteration 45Q (46670.220000 sec): 3 clusters
  Score: Raw -4822300.724013 + Penalty 3440.779419 = -4818859.944594
  nChanged 28
		SP:Iteration 46Q (46670.570000 sec): 3 clusters
  Score: Raw -4822316.206853 + Penalty 3440.779419 = -4818875.427434
  nChanged 24
		SP:Iteration 47Q (46670.910000 sec): 3 clusters
  Score: Raw -4822324.356692 + Penalty 3440.779419 = -4818883.577272
  nChanged 11
		SP:Iteration 48Q (46671.250000 sec): 3 clusters
  Score: Raw -4822328.363398 + Penalty 3440.779419 = -4818887.583979
  nChanged 17
		SP:Iteration 49Q (46671.590000 sec): 3 clusters
  Score: Raw -4822337.020106 + Penalty 3440.779419 = -4818896.240686
  nChanged 13
		SP:Iteration 50Q (46671.950000 sec): 3 clusters
  Score: Raw -4822341.908566 + Penalty 3440.779419 = -4818901.129146
  nChanged 8
		SP:Iteration 51Q (46672.270000 sec): 3 clusters
  Score: Raw -4822345.451910 + Penalty 3440.779419 = -4818904.672490
  nChanged 7
		SP:Iteration 52Q (46672.690000 sec): 3 clusters
  Score: Raw -4822347.705448 + Penalty 3440.779419 = -4818906.926029
  nChanged 6
		SP:Iteration 53Q (46673.050000 sec): 3 clusters
  Score: Raw -4822349.378091 + Penalty 3440.779419 = -4818908.598672
  nChanged 6
		SP:Iteration 54Q (46673.330000 sec): 3 clusters
  Score: Raw -4822351.403393 + Penalty 3440.779419 = -4818910.623973
  nChanged 3
		SP:Iteration 55Q (46673.620000 sec): 3 clusters
  Score: Raw -4822352.505270 + Penalty 3440.779419 = -4818911.725851
  nChanged 4
		SP:Iteration 56Q (46673.970000 sec): 3 clusters
  Score: Raw -4822354.041730 + Penalty 3440.779419 = -4818913.262310
  nChanged 4
		SP:Iteration 57Q (46674.270000 sec): 3 clusters
  Score: Raw -4822355.203772 + Penalty 3440.779419 = -4818914.424353
  nChanged 4
		SP:Iteration 58Q (46674.630000 sec): 3 clusters
  Score: Raw -4822357.092368 + Penalty 3440.779419 = -4818916.312949
  nChanged 7
		SP:Iteration 59Q (46674.990000 sec): 3 clusters
  Score: Raw -4822360.340123 + Penalty 3440.779419 = -4818919.560704
  nChanged 10
		SP:Iteration 60F (46675.320000 sec): 3 clusters
  Score: Raw -4822363.425233 + Penalty 3440.779419 = -4818922.645814
  nChanged 6
		SP:Iteration 61Q (46675.660000 sec): 3 clusters
  Score: Raw -4822364.807739 + Penalty 3440.779419 = -4818924.028319
  nChanged 4
		SP:Iteration 62Q (46675.990000 sec): 3 clusters
  Score: Raw -4822366.022820 + Penalty 3440.779419 = -4818925.243400
  nChanged 7
		SP:Iteration 63Q (46676.310000 sec): 3 clusters
  Score: Raw -4822368.432609 + Penalty 3440.779419 = -4818927.653190
  nChanged 5
		SP:Iteration 64Q (46676.630000 sec): 3 clusters
  Score: Raw -4822369.798929 + Penalty 3440.779419 = -4818929.019510
  nChanged 2
		SP:Iteration 65Q (46677.100000 sec): 3 clusters
  Score: Raw -4822370.245765 + Penalty 3440.779419 = -4818929.466346
  nChanged 1
		SP:Iteration 66Q (46677.440000 sec): 3 clusters
  Score: Raw -4822370.537970 + Penalty 3440.779419 = -4818929.758551
  nChanged 1
		SP:Iteration 67Q (46677.820000 sec): 3 clusters
  Score: Raw -4822370.885313 + Penalty 3440.779419 = -4818930.105894
  nChanged 2
		SP:Iteration 68Q (46678.180000 sec): 3 clusters
  Score: Raw -4822371.409734 + Penalty 3440.779419 = -4818930.630315
  nChanged 1
		SP:Iteration 69Q (46678.540000 sec): 3 clusters
  Score: Raw -4822371.767457 + Penalty 3440.779419 = -4818930.988038
  nChanged 2
		SP:Iteration 70Q (46678.880000 sec): 3 clusters
  Score: Raw -4822372.160241 + Penalty 3440.779419 = -4818931.380822
  nChanged 2
		SP:Iteration 71Q (46679.280000 sec): 3 clusters
  Score: Raw -4822372.963054 + Penalty 3440.779419 = -4818932.183635
  nChanged 3
		SP:Iteration 72Q (46679.670000 sec): 3 clusters
  Score: Raw -4822373.460166 + Penalty 3440.779419 = -4818932.680747
  nChanged 1
		SP:Iteration 73Q (46680.030000 sec): 3 clusters
  Score: Raw -4822373.589421 + Penalty 3440.779419 = -4818932.810002
  nChanged 1
		SP:Iteration 74Q (46680.420000 sec): 3 clusters
  Score: Raw -4822373.866617 + Penalty 3440.779419 = -4818933.087198
  nChanged 1
		SP:Iteration 75Q (46680.770000 sec): 3 clusters
  Score: Raw -4822374.420586 + Penalty 3440.779419 = -4818933.641167
  nChanged 2
		SP:Iteration 76Q (46681.110000 sec): 3 clusters
  Score: Raw -4822374.799681 + Penalty 3440.779419 = -4818934.020262
  nChanged 0
		SP:Iteration 77F (46681.540000 sec): 3 clusters
  Score: Raw -4822374.799681 + Penalty 3440.779419 = -4818934.020262
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46681.670000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46681.880000 sec): 3 clusters
  Score: Raw -11351.378839 + Penalty 1547.706529 = -9803.672311
  nChanged 7
		SP:Iteration 1F (46682.060000 sec): 3 clusters
  Score: Raw -11377.515837 + Penalty 1547.706529 = -9829.809308
  nChanged 2
		SP:Iteration 2Q (46682.320000 sec): 3 clusters
  Score: Raw -11386.295999 + Penalty 1547.706529 = -9838.589470
  nChanged 0
		SP:Iteration 3F (46682.490000 sec): 3 clusters
  Score: Raw -11386.295999 + Penalty 1547.706529 = -9838.589470
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46682.670000 sec): 2 clusters
  Score: Raw -1656444.929117 + Penalty 1563.195512 = -1654881.733605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46683.030000 sec): 3 clusters
  Score: Raw -1647526.547535 + Penalty 3126.391024 = -1644400.156511
  nChanged 6747
		SP:Iteration 1F (46683.280000 sec): 3 clusters
  Score: Raw -1651302.971636 + Penalty 3126.391024 = -1648176.580611
  nChanged 985
		SP:Iteration 2F (46683.570000 sec): 3 clusters
  Score: Raw -1651833.851888 + Penalty 3126.391024 = -1648707.460864
  nChanged 1006
		SP:Iteration 3F (46683.840000 sec): 3 clusters
  Score: Raw -1652452.997015 + Penalty 3126.391024 = -1649326.605991
  nChanged 960
		SP:Iteration 4F (46684.120000 sec): 3 clusters
  Score: Raw -1653117.352449 + Penalty 3126.391024 = -1649990.961425
  nChanged 966
		SP:Iteration 5F (46684.370000 sec): 3 clusters
  Score: Raw -1653755.312131 + Penalty 3126.391024 = -1650628.921107
  nChanged 840
		SP:Iteration 6F (46684.720000 sec): 3 clusters
  Score: Raw -1654263.411294 + Penalty 3126.391024 = -1651137.020269
  nChanged 713
		SP:Iteration 7Q (46685.010000 sec): 3 clusters
  Score: Raw -1654632.529267 + Penalty 3126.391024 = -1651506.138242
  nChanged 605
		SP:Iteration 8Q (46685.270000 sec): 3 clusters
  Score: Raw -1654917.981140 + Penalty 3126.391024 = -1651791.590116
  nChanged 492
		SP:Iteration 9Q (46685.530000 sec): 3 clusters
  Score: Raw -1655104.298204 + Penalty 3126.391024 = -1651977.907180
  nChanged 377
		SP:Iteration 10Q (46685.850000 sec): 3 clusters
  Score: Raw -1655229.349982 + Penalty 3126.391024 = -1652102.958958
  nChanged 293
		SP:Iteration 11Q (46686.090000 sec): 3 clusters
  Score: Raw -1655313.809732 + Penalty 3126.391024 = -1652187.418708
  nChanged 202
		SP:Iteration 12Q (46686.360000 sec): 3 clusters
  Score: Raw -1655360.836943 + Penalty 3126.391024 = -1652234.445918
  nChanged 163
		SP:Iteration 13Q (46686.620000 sec): 3 clusters
  Score: Raw -1655392.502845 + Penalty 3126.391024 = -1652266.111820
  nChanged 150
		SP:Iteration 14Q (46686.850000 sec): 3 clusters
  Score: Raw -1655421.909273 + Penalty 3126.391024 = -1652295.518249
  nChanged 118
		SP:Iteration 15Q (46687.130000 sec): 3 clusters
  Score: Raw -1655444.598260 + Penalty 3126.391024 = -1652318.207235
  nChanged 111
		SP:Iteration 16Q (46687.400000 sec): 3 clusters
  Score: Raw -1655468.141234 + Penalty 3126.391024 = -1652341.750210
  nChanged 98
		SP:Iteration 17Q (46687.680000 sec): 3 clusters
  Score: Raw -1655484.559616 + Penalty 3126.391024 = -1652358.168592
  nChanged 83
		SP:Iteration 18Q (46687.940000 sec): 3 clusters
  Score: Raw -1655494.873339 + Penalty 3126.391024 = -1652368.482315
  nChanged 54
		SP:Iteration 19Q (46688.180000 sec): 3 clusters
  Score: Raw -1655501.433677 + Penalty 3126.391024 = -1652375.042653
  nChanged 49
		SP:Iteration 20F (46688.490000 sec): 3 clusters
  Score: Raw -1655507.111368 + Penalty 3126.391024 = -1652380.720344
  nChanged 39
		SP:Iteration 21Q (46688.740000 sec): 3 clusters
  Score: Raw -1655511.189600 + Penalty 3126.391024 = -1652384.798575
  nChanged 31
		SP:Iteration 22Q (46689.010000 sec): 3 clusters
  Score: Raw -1655514.903579 + Penalty 3126.391024 = -1652388.512554
  nChanged 26
		SP:Iteration 23Q (46689.300000 sec): 3 clusters
  Score: Raw -1655517.403348 + Penalty 3126.391024 = -1652391.012323
  nChanged 27
		SP:Iteration 24Q (46689.510000 sec): 3 clusters
  Score: Raw -1655519.864735 + Penalty 3126.391024 = -1652393.473711
  nChanged 24
		SP:Iteration 25Q (46689.770000 sec): 3 clusters
  Score: Raw -1655521.938968 + Penalty 3126.391024 = -1652395.547943
  nChanged 24
		SP:Iteration 26Q (46690.080000 sec): 3 clusters
  Score: Raw -1655524.707831 + Penalty 3126.391024 = -1652398.316807
  nChanged 33
		SP:Iteration 27Q (46690.360000 sec): 3 clusters
  Score: Raw -1655527.940456 + Penalty 3126.391024 = -1652401.549432
  nChanged 30
		SP:Iteration 28Q (46690.610000 sec): 3 clusters
  Score: Raw -1655530.829765 + Penalty 3126.391024 = -1652404.438741
  nChanged 24
		SP:Iteration 29Q (46690.940000 sec): 3 clusters
  Score: Raw -1655532.937806 + Penalty 3126.391024 = -1652406.546782
  nChanged 20
		SP:Iteration 30Q (46691.160000 sec): 3 clusters
  Score: Raw -1655534.532629 + Penalty 3126.391024 = -1652408.141605
  nChanged 12
		SP:Iteration 31Q (46691.450000 sec): 3 clusters
  Score: Raw -1655535.753579 + Penalty 3126.391024 = -1652409.362554
  nChanged 16
		SP:Iteration 32Q (46691.690000 sec): 3 clusters
  Score: Raw -1655537.493344 + Penalty 3126.391024 = -1652411.102319
  nChanged 17
		SP:Iteration 33Q (46691.900000 sec): 3 clusters
  Score: Raw -1655539.186743 + Penalty 3126.391024 = -1652412.795718
  nChanged 14
		SP:Iteration 34Q (46692.170000 sec): 3 clusters
  Score: Raw -1655540.310667 + Penalty 3126.391024 = -1652413.919643
  nChanged 6
		SP:Iteration 35Q (46692.440000 sec): 3 clusters
  Score: Raw -1655540.745114 + Penalty 3126.391024 = -1652414.354090
  nChanged 4
		SP:Iteration 36Q (46692.650000 sec): 3 clusters
  Score: Raw -1655540.988150 + Penalty 3126.391024 = -1652414.597125
  nChanged 3
		SP:Iteration 37Q (46692.900000 sec): 3 clusters
  Score: Raw -1655541.245318 + Penalty 3126.391024 = -1652414.854294
  nChanged 3
		SP:Iteration 38Q (46693.210000 sec): 3 clusters
  Score: Raw -1655541.389556 + Penalty 3126.391024 = -1652414.998531
  nChanged 2
		SP:Iteration 39Q (46693.530000 sec): 3 clusters
  Score: Raw -1655541.515851 + Penalty 3126.391024 = -1652415.124827
  nChanged 3
		SP:Iteration 40F (46693.800000 sec): 3 clusters
  Score: Raw -1655541.689679 + Penalty 3126.391024 = -1652415.298655
  nChanged 4
		SP:Iteration 41Q (46694.100000 sec): 3 clusters
  Score: Raw -1655541.934875 + Penalty 3126.391024 = -1652415.543850
  nChanged 8
		SP:Iteration 42Q (46694.430000 sec): 3 clusters
  Score: Raw -1655542.407375 + Penalty 3126.391024 = -1652416.016350
  nChanged 9
		SP:Iteration 43Q (46694.650000 sec): 3 clusters
  Score: Raw -1655542.934399 + Penalty 3126.391024 = -1652416.543375
  nChanged 9
		SP:Iteration 44Q (46694.910000 sec): 3 clusters
  Score: Raw -1655543.578512 + Penalty 3126.391024 = -1652417.187487
  nChanged 11
		SP:Iteration 45Q (46695.180000 sec): 3 clusters
  Score: Raw -1655544.473598 + Penalty 3126.391024 = -1652418.082574
  nChanged 7
		SP:Iteration 46Q (46695.450000 sec): 3 clusters
  Score: Raw -1655544.882211 + Penalty 3126.391024 = -1652418.491186
  nChanged 3
		SP:Iteration 47Q (46695.720000 sec): 3 clusters
  Score: Raw -1655545.169692 + Penalty 3126.391024 = -1652418.778667
  nChanged 3
		SP:Iteration 48Q (46695.960000 sec): 3 clusters
  Score: Raw -1655545.540453 + Penalty 3126.391024 = -1652419.149428
  nChanged 9
		SP:Iteration 49Q (46696.210000 sec): 3 clusters
  Score: Raw -1655546.610543 + Penalty 3126.391024 = -1652420.219519
  nChanged 14
		SP:Iteration 50Q (46696.550000 sec): 3 clusters
  Score: Raw -1655547.897263 + Penalty 3126.391024 = -1652421.506239
  nChanged 15
		SP:Iteration 51Q (46696.820000 sec): 3 clusters
  Score: Raw -1655549.069158 + Penalty 3126.391024 = -1652422.678134
  nChanged 6
		SP:Iteration 52Q (46697.100000 sec): 3 clusters
  Score: Raw -1655549.542551 + Penalty 3126.391024 = -1652423.151527
  nChanged 9
		SP:Iteration 53Q (46697.350000 sec): 3 clusters
  Score: Raw -1655550.165267 + Penalty 3126.391024 = -1652423.774243
  nChanged 6
		SP:Iteration 54Q (46697.630000 sec): 3 clusters
  Score: Raw -1655550.889104 + Penalty 3126.391024 = -1652424.498079
  nChanged 13
		SP:Iteration 55Q (46697.890000 sec): 3 clusters
  Score: Raw -1655551.741928 + Penalty 3126.391024 = -1652425.350904
  nChanged 10
		SP:Iteration 56Q (46698.130000 sec): 3 clusters
  Score: Raw -1655552.368846 + Penalty 3126.391024 = -1652425.977821
  nChanged 11
		SP:Iteration 57Q (46698.380000 sec): 3 clusters
  Score: Raw -1655553.638472 + Penalty 3126.391024 = -1652427.247448
  nChanged 13
		SP:Iteration 58Q (46698.610000 sec): 3 clusters
  Score: Raw -1655554.786685 + Penalty 3126.391024 = -1652428.395661
  nChanged 18
		SP:Iteration 59Q (46698.840000 sec): 3 clusters
  Score: Raw -1655556.010706 + Penalty 3126.391024 = -1652429.619682
  nChanged 15
		SP:Iteration 60F (46699.120000 sec): 3 clusters
  Score: Raw -1655557.177621 + Penalty 3126.391024 = -1652430.786596
  nChanged 16
		SP:Iteration 61Q (46699.380000 sec): 3 clusters
  Score: Raw -1655558.549134 + Penalty 3126.391024 = -1652432.158110
  nChanged 19
		SP:Iteration 62Q (46699.670000 sec): 3 clusters
  Score: Raw -1655560.096349 + Penalty 3126.391024 = -1652433.705325
  nChanged 14
		SP:Iteration 63Q (46699.910000 sec): 3 clusters
  Score: Raw -1655561.184375 + Penalty 3126.391024 = -1652434.793351
  nChanged 16
		SP:Iteration 64Q (46700.140000 sec): 3 clusters
  Score: Raw -1655562.561883 + Penalty 3126.391024 = -1652436.170858
  nChanged 18
		SP:Iteration 65Q (46700.350000 sec): 3 clusters
  Score: Raw -1655564.085305 + Penalty 3126.391024 = -1652437.694281
  nChanged 14
		SP:Iteration 66Q (46700.640000 sec): 3 clusters
  Score: Raw -1655564.905596 + Penalty 3126.391024 = -1652438.514571
  nChanged 8
		SP:Iteration 67Q (46700.900000 sec): 3 clusters
  Score: Raw -1655565.539859 + Penalty 3126.391024 = -1652439.148835
  nChanged 8
		SP:Iteration 68Q (46701.150000 sec): 3 clusters
  Score: Raw -1655566.161111 + Penalty 3126.391024 = -1652439.770087
  nChanged 11
		SP:Iteration 69Q (46701.390000 sec): 3 clusters
  Score: Raw -1655567.053635 + Penalty 3126.391024 = -1652440.662611
  nChanged 15
		SP:Iteration 70Q (46701.610000 sec): 3 clusters
  Score: Raw -1655568.355357 + Penalty 3126.391024 = -1652441.964333
  nChanged 17
		SP:Iteration 71Q (46701.890000 sec): 3 clusters
  Score: Raw -1655570.169023 + Penalty 3126.391024 = -1652443.777998
  nChanged 11
		SP:Iteration 72Q (46702.150000 sec): 3 clusters
  Score: Raw -1655570.892191 + Penalty 3126.391024 = -1652444.501167
  nChanged 10
		SP:Iteration 73Q (46702.430000 sec): 3 clusters
  Score: Raw -1655571.328168 + Penalty 3126.391024 = -1652444.937144
  nChanged 6
		SP:Iteration 74Q (46702.670000 sec): 3 clusters
  Score: Raw -1655571.723482 + Penalty 3126.391024 = -1652445.332458
  nChanged 8
		SP:Iteration 75Q (46702.920000 sec): 3 clusters
  Score: Raw -1655572.257727 + Penalty 3126.391024 = -1652445.866703
  nChanged 12
		SP:Iteration 76Q (46703.170000 sec): 3 clusters
  Score: Raw -1655572.994542 + Penalty 3126.391024 = -1652446.603517
  nChanged 10
		SP:Iteration 77Q (46703.410000 sec): 3 clusters
  Score: Raw -1655573.596028 + Penalty 3126.391024 = -1652447.205004
  nChanged 7
		SP:Iteration 78Q (46703.630000 sec): 3 clusters
  Score: Raw -1655574.217724 + Penalty 3126.391024 = -1652447.826700
  nChanged 11
		SP:Iteration 79Q (46703.870000 sec): 3 clusters
  Score: Raw -1655574.898781 + Penalty 3126.391024 = -1652448.507757
  nChanged 6
		SP:Iteration 80F (46704.150000 sec): 3 clusters
  Score: Raw -1655575.297519 + Penalty 3126.391024 = -1652448.906495
  nChanged 7
		SP:Iteration 81Q (46704.380000 sec): 3 clusters
  Score: Raw -1655575.762283 + Penalty 3126.391024 = -1652449.371259
  nChanged 11
		SP:Iteration 82Q (46704.650000 sec): 3 clusters
  Score: Raw -1655576.519173 + Penalty 3126.391024 = -1652450.128148
  nChanged 11
		SP:Iteration 83Q (46704.850000 sec): 3 clusters
  Score: Raw -1655577.422180 + Penalty 3126.391024 = -1652451.031155
  nChanged 14
		SP:Iteration 84Q (46705.100000 sec): 3 clusters
  Score: Raw -1655578.661768 + Penalty 3126.391024 = -1652452.270744
  nChanged 18
		SP:Iteration 85Q (46705.360000 sec): 3 clusters
  Score: Raw -1655580.175907 + Penalty 3126.391024 = -1652453.784882
  nChanged 17
		SP:Iteration 86Q (46705.570000 sec): 3 clusters
  Score: Raw -1655581.519291 + Penalty 3126.391024 = -1652455.128267
  nChanged 13
		SP:Iteration 87Q (46705.820000 sec): 3 clusters
  Score: Raw -1655582.607015 + Penalty 3126.391024 = -1652456.215990
  nChanged 12
		SP:Iteration 88Q (46706.070000 sec): 3 clusters
  Score: Raw -1655583.520308 + Penalty 3126.391024 = -1652457.129283
  nChanged 17
		SP:Iteration 89Q (46706.330000 sec): 3 clusters
  Score: Raw -1655585.562949 + Penalty 3126.391024 = -1652459.171924
  nChanged 19
		SP:Iteration 90Q (46706.540000 sec): 3 clusters
  Score: Raw -1655587.594926 + Penalty 3126.391024 = -1652461.203902
  nChanged 19
		SP:Iteration 91Q (46706.870000 sec): 3 clusters
  Score: Raw -1655588.820892 + Penalty 3126.391024 = -1652462.429868
  nChanged 16
		SP:Iteration 92Q (46707.170000 sec): 3 clusters
  Score: Raw -1655589.658142 + Penalty 3126.391024 = -1652463.267117
  nChanged 16
		SP:Iteration 93Q (46707.390000 sec): 3 clusters
  Score: Raw -1655591.256714 + Penalty 3126.391024 = -1652464.865690
  nChanged 21
		SP:Iteration 94Q (46707.650000 sec): 3 clusters
  Score: Raw -1655593.047951 + Penalty 3126.391024 = -1652466.656927
  nChanged 14
		SP:Iteration 95Q (46707.840000 sec): 3 clusters
  Score: Raw -1655594.106732 + Penalty 3126.391024 = -1652467.715708
  nChanged 14
		SP:Iteration 96Q (46708.100000 sec): 3 clusters
  Score: Raw -1655595.181067 + Penalty 3126.391024 = -1652468.790042
  nChanged 11
		SP:Iteration 97Q (46708.340000 sec): 3 clusters
  Score: Raw -1655596.240290 + Penalty 3126.391024 = -1652469.849265
  nChanged 14
		SP:Iteration 98Q (46708.600000 sec): 3 clusters
  Score: Raw -1655597.951792 + Penalty 3126.391024 = -1652471.560767
  nChanged 17
		SP:Iteration 99Q (46708.840000 sec): 3 clusters
  Score: Raw -1655599.142196 + Penalty 3126.391024 = -1652472.751172
  nChanged 11
		SP:Iteration 100F (46709.140000 sec): 3 clusters
  Score: Raw -1655600.755870 + Penalty 3126.391024 = -1652474.364846
  nChanged 19
		SP:Iteration 101Q (46709.380000 sec): 3 clusters
  Score: Raw -1655602.982317 + Penalty 3126.391024 = -1652476.591293
  nChanged 24
		SP:Iteration 102Q (46709.630000 sec): 3 clusters
  Score: Raw -1655605.002544 + Penalty 3126.391024 = -1652478.611519
  nChanged 24
		SP:Iteration 103Q (46709.890000 sec): 3 clusters
  Score: Raw -1655607.257932 + Penalty 3126.391024 = -1652480.866908
  nChanged 22
		SP:Iteration 104Q (46710.160000 sec): 3 clusters
  Score: Raw -1655609.707033 + Penalty 3126.391024 = -1652483.316008
  nChanged 20
		SP:Iteration 105Q (46710.410000 sec): 3 clusters
  Score: Raw -1655611.692993 + Penalty 3126.391024 = -1652485.301969
  nChanged 21
		SP:Iteration 106Q (46710.620000 sec): 3 clusters
  Score: Raw -1655613.380760 + Penalty 3126.391024 = -1652486.989735
  nChanged 18
		SP:Iteration 107Q (46710.900000 sec): 3 clusters
  Score: Raw -1655614.630730 + Penalty 3126.391024 = -1652488.239706
  nChanged 13
		SP:Iteration 108Q (46711.160000 sec): 3 clusters
  Score: Raw -1655615.682839 + Penalty 3126.391024 = -1652489.291814
  nChanged 12
		SP:Iteration 109Q (46711.420000 sec): 3 clusters
  Score: Raw -1655616.273048 + Penalty 3126.391024 = -1652489.882024
  nChanged 7
		SP:Iteration 110Q (46711.700000 sec): 3 clusters
  Score: Raw -1655616.748435 + Penalty 3126.391024 = -1652490.357411
  nChanged 8
		SP:Iteration 111Q (46711.940000 sec): 3 clusters
  Score: Raw -1655617.247493 + Penalty 3126.391024 = -1652490.856469
  nChanged 3
		SP:Iteration 112Q (46712.200000 sec): 3 clusters
  Score: Raw -1655617.597023 + Penalty 3126.391024 = -1652491.205998
  nChanged 5
		SP:Iteration 113Q (46712.480000 sec): 3 clusters
  Score: Raw -1655618.004856 + Penalty 3126.391024 = -1652491.613832
  nChanged 5
		SP:Iteration 114Q (46712.710000 sec): 3 clusters
  Score: Raw -1655618.363911 + Penalty 3126.391024 = -1652491.972887
  nChanged 3
		SP:Iteration 115Q (46712.960000 sec): 3 clusters
  Score: Raw -1655618.594157 + Penalty 3126.391024 = -1652492.203133
  nChanged 4
		SP:Iteration 116Q (46713.210000 sec): 3 clusters
  Score: Raw -1655618.900982 + Penalty 3126.391024 = -1652492.509957
  nChanged 6
		SP:Iteration 117Q (46713.480000 sec): 3 clusters
  Score: Raw -1655619.265082 + Penalty 3126.391024 = -1652492.874058
  nChanged 6
		SP:Iteration 118Q (46713.750000 sec): 3 clusters
  Score: Raw -1655619.557607 + Penalty 3126.391024 = -1652493.166583
  nChanged 2
		SP:Iteration 119Q (46713.980000 sec): 3 clusters
  Score: Raw -1655619.663577 + Penalty 3126.391024 = -1652493.272553
  nChanged 4
		SP:Iteration 120F (46714.220000 sec): 3 clusters
  Score: Raw -1655619.856132 + Penalty 3126.391024 = -1652493.465108
  nChanged 1
		SP:Iteration 121Q (46714.480000 sec): 3 clusters
  Score: Raw -1655619.965339 + Penalty 3126.391024 = -1652493.574315
  nChanged 3
		SP:Iteration 122Q (46714.740000 sec): 3 clusters
  Score: Raw -1655620.095549 + Penalty 3126.391024 = -1652493.704524
  nChanged 3
		SP:Iteration 123Q (46714.980000 sec): 3 clusters
  Score: Raw -1655620.206732 + Penalty 3126.391024 = -1652493.815707
  nChanged 2
		SP:Iteration 124Q (46715.270000 sec): 3 clusters
  Score: Raw -1655620.418134 + Penalty 3126.391024 = -1652494.027110
  nChanged 5
		SP:Iteration 125Q (46715.480000 sec): 3 clusters
  Score: Raw -1655620.749780 + Penalty 3126.391024 = -1652494.358755
  nChanged 3
		SP:Iteration 126Q (46715.770000 sec): 3 clusters
  Score: Raw -1655620.855072 + Penalty 3126.391024 = -1652494.464047
  nChanged 3
		SP:Iteration 127Q (46716.030000 sec): 3 clusters
  Score: Raw -1655621.044845 + Penalty 3126.391024 = -1652494.653821
  nChanged 2
		SP:Iteration 128Q (46716.270000 sec): 3 clusters
  Score: Raw -1655621.178987 + Penalty 3126.391024 = -1652494.787963
  nChanged 2
		SP:Iteration 129Q (46716.510000 sec): 3 clusters
  Score: Raw -1655621.262939 + Penalty 3126.391024 = -1652494.871914
  nChanged 1
		SP:Iteration 130Q (46716.790000 sec): 3 clusters
  Score: Raw -1655621.320463 + Penalty 3126.391024 = -1652494.929438
  nChanged 1
		SP:Iteration 131Q (46717.020000 sec): 3 clusters
  Score: Raw -1655621.485444 + Penalty 3126.391024 = -1652495.094419
  nChanged 0
		SP:Iteration 132F (46717.270000 sec): 3 clusters
  Score: Raw -1655621.485444 + Penalty 3126.391024 = -1652495.094419
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46717.380000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46717.580000 sec): 3 clusters
  Score: Raw -68830.249446 + Penalty 2068.543996 = -66761.705450
  nChanged 155
		SP:Iteration 1F (46717.750000 sec): 3 clusters
  Score: Raw -69045.151823 + Penalty 2068.543996 = -66976.607827
  nChanged 41
		SP:Iteration 2F (46717.940000 sec): 3 clusters
  Score: Raw -69142.508438 + Penalty 2068.543996 = -67073.964443
  nChanged 29
		SP:Iteration 3Q (46718.140000 sec): 3 clusters
  Score: Raw -69219.500181 + Penalty 2068.543996 = -67150.956185
  nChanged 22
		SP:Iteration 4Q (46718.340000 sec): 3 clusters
  Score: Raw -69263.287783 + Penalty 2068.543996 = -67194.743787
  nChanged 16
		SP:Iteration 5Q (46718.550000 sec): 3 clusters
  Score: Raw -69284.738183 + Penalty 2068.543996 = -67216.194188
  nChanged 10
		SP:Iteration 6Q (46718.750000 sec): 3 clusters
  Score: Raw -69324.770900 + Penalty 2068.543996 = -67256.226904
  nChanged 19
		SP:Iteration 7Q (46718.940000 sec): 3 clusters
  Score: Raw -69418.677413 + Penalty 2068.543996 = -67350.133417
  nChanged 21
		SP:Iteration 8Q (46719.120000 sec): 3 clusters
  Score: Raw -69519.930992 + Penalty 2068.543996 = -67451.386996
  nChanged 20
		SP:Iteration 9Q (46719.260000 sec): 3 clusters
  Score: Raw -69589.653797 + Penalty 2068.543996 = -67521.109801
  nChanged 14
		SP:Iteration 10Q (46719.470000 sec): 3 clusters
  Score: Raw -69629.238223 + Penalty 2068.543996 = -67560.694227
  nChanged 7
		SP:Iteration 11Q (46719.640000 sec): 3 clusters
  Score: Raw -69644.167584 + Penalty 2068.543996 = -67575.623588
  nChanged 4
		SP:Iteration 12Q (46719.800000 sec): 3 clusters
  Score: Raw -69652.261945 + Penalty 2068.543996 = -67583.717949
  nChanged 0
		SP:Iteration 13F (46719.950000 sec): 3 clusters
  Score: Raw -69652.261945 + Penalty 2068.543996 = -67583.717949
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 59 (5457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46720.090000 sec): 2 clusters
  Score: Raw -637023.876465 + Penalty 1398.256351 = -635625.620114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46720.340000 sec): 3 clusters
  Score: Raw -634149.764351 + Penalty 2796.512702 = -631353.251649
  nChanged 2233
		SP:Iteration 1F (46720.520000 sec): 3 clusters
  Score: Raw -635354.993748 + Penalty 2796.512702 = -632558.481046
  nChanged 348
		SP:Iteration 2F (46720.740000 sec): 3 clusters
  Score: Raw -635528.267327 + Penalty 2796.512702 = -632731.754625
  nChanged 255
		SP:Iteration 3Q (46720.930000 sec): 3 clusters
  Score: Raw -635644.201638 + Penalty 2796.512702 = -632847.688936
  nChanged 217
		SP:Iteration 4Q (46721.120000 sec): 3 clusters
  Score: Raw -635747.465660 + Penalty 2796.512702 = -632950.952958
  nChanged 198
		SP:Iteration 5Q (46721.320000 sec): 3 clusters
  Score: Raw -635838.392135 + Penalty 2796.512702 = -633041.879434
  nChanged 195
		SP:Iteration 6Q (46721.520000 sec): 3 clusters
  Score: Raw -635937.875718 + Penalty 2796.512702 = -633141.363016
  nChanged 197
		SP:Iteration 7Q (46721.740000 sec): 3 clusters
  Score: Raw -636034.232789 + Penalty 2796.512702 = -633237.720088
  nChanged 205
		SP:Iteration 8Q (46721.940000 sec): 3 clusters
  Score: Raw -636139.713606 + Penalty 2796.512702 = -633343.200904
  nChanged 216
		SP:Iteration 9Q (46722.120000 sec): 3 clusters
  Score: Raw -636270.570722 + Penalty 2796.512702 = -633474.058020
  nChanged 210
		SP:Iteration 10Q (46722.300000 sec): 3 clusters
  Score: Raw -636409.742288 + Penalty 2796.512702 = -633613.229586
  nChanged 206
		SP:Iteration 11Q (46722.490000 sec): 3 clusters
  Score: Raw -636560.578959 + Penalty 2796.512702 = -633764.066257
  nChanged 220
		SP:Iteration 12Q (46722.630000 sec): 3 clusters
  Score: Raw -636724.401674 + Penalty 2796.512702 = -633927.888972
  nChanged 204
		SP:Iteration 13Q (46722.830000 sec): 3 clusters
  Score: Raw -636892.113986 + Penalty 2796.512702 = -634095.601285
  nChanged 178
		SP:Iteration 14Q (46723.040000 sec): 3 clusters
  Score: Raw -637035.383223 + Penalty 2796.512702 = -634238.870522
  nChanged 116
		SP:Iteration 15Q (46723.200000 sec): 3 clusters
  Score: Raw -637121.933587 + Penalty 2796.512702 = -634325.420885
  nChanged 89
		SP:Iteration 16Q (46723.460000 sec): 3 clusters
  Score: Raw -637198.661105 + Penalty 2796.512702 = -634402.148403
  nChanged 80
		SP:Iteration 17Q (46723.680000 sec): 3 clusters
  Score: Raw -637281.584095 + Penalty 2796.512702 = -634485.071394
  nChanged 63
		SP:Iteration 18Q (46723.840000 sec): 3 clusters
  Score: Raw -637345.309377 + Penalty 2796.512702 = -634548.796675
  nChanged 50
		SP:Iteration 19Q (46724.060000 sec): 3 clusters
  Score: Raw -637384.995869 + Penalty 2796.512702 = -634588.483168
  nChanged 31
		SP:Iteration 20F (46724.220000 sec): 3 clusters
  Score: Raw -637408.876287 + Penalty 2796.512702 = -634612.363585
  nChanged 21
		SP:Iteration 21Q (46724.460000 sec): 3 clusters
  Score: Raw -637432.366589 + Penalty 2796.512702 = -634635.853887
  nChanged 25
		SP:Iteration 22Q (46724.620000 sec): 3 clusters
  Score: Raw -637463.727615 + Penalty 2796.512702 = -634667.214914
  nChanged 25
		SP:Iteration 23Q (46724.810000 sec): 3 clusters
  Score: Raw -637487.108165 + Penalty 2796.512702 = -634690.595463
  nChanged 22
		SP:Iteration 24Q (46725.010000 sec): 3 clusters
  Score: Raw -637513.393213 + Penalty 2796.512702 = -634716.880512
  nChanged 21
		SP:Iteration 25Q (46725.200000 sec): 3 clusters
  Score: Raw -637538.686983 + Penalty 2796.512702 = -634742.174281
  nChanged 17
		SP:Iteration 26Q (46725.400000 sec): 3 clusters
  Score: Raw -637563.893622 + Penalty 2796.512702 = -634767.380920
  nChanged 14
		SP:Iteration 27Q (46725.630000 sec): 3 clusters
  Score: Raw -637576.513014 + Penalty 2796.512702 = -634780.000312
  nChanged 8
		SP:Iteration 28Q (46725.820000 sec): 3 clusters
  Score: Raw -637583.911405 + Penalty 2796.512702 = -634787.398704
  nChanged 10
		SP:Iteration 29Q (46726.030000 sec): 3 clusters
  Score: Raw -637594.226941 + Penalty 2796.512702 = -634797.714239
  nChanged 10
		SP:Iteration 30Q (46726.190000 sec): 3 clusters
  Score: Raw -637602.560780 + Penalty 2796.512702 = -634806.048078
  nChanged 10
		SP:Iteration 31Q (46726.390000 sec): 3 clusters
  Score: Raw -637609.301098 + Penalty 2796.512702 = -634812.788396
  nChanged 6
		SP:Iteration 32Q (46726.600000 sec): 3 clusters
  Score: Raw -637613.281516 + Penalty 2796.512702 = -634816.768814
  nChanged 4
		SP:Iteration 33Q (46726.780000 sec): 3 clusters
  Score: Raw -637615.666573 + Penalty 2796.512702 = -634819.153871
  nChanged 0
		SP:Iteration 34F (46726.970000 sec): 3 clusters
  Score: Raw -637615.666573 + Penalty 2796.512702 = -634819.153871
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (4129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46727.140000 sec): 2 clusters
  Score: Raw -459597.365584 + Penalty 1352.940960 = -458244.424624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46727.340000 sec): 3 clusters
  Score: Raw -457595.633192 + Penalty 2705.881921 = -454889.751271
  nChanged 1624
		SP:Iteration 1F (46727.530000 sec): 3 clusters
  Score: Raw -458714.744025 + Penalty 2705.881921 = -456008.862104
  nChanged 412
		SP:Iteration 2F (46727.750000 sec): 3 clusters
  Score: Raw -459170.986519 + Penalty 2705.881921 = -456465.104598
  nChanged 338
		SP:Iteration 3F (46727.980000 sec): 3 clusters
  Score: Raw -459517.451407 + Penalty 2705.881921 = -456811.569486
  nChanged 289
		SP:Iteration 4F (46728.180000 sec): 3 clusters
  Score: Raw -459770.744091 + Penalty 2705.881921 = -457064.862170
  nChanged 208
		SP:Iteration 5F (46728.390000 sec): 3 clusters
  Score: Raw -459905.454362 + Penalty 2705.881921 = -457199.572441
  nChanged 127
		SP:Iteration 6Q (46728.590000 sec): 3 clusters
  Score: Raw -459986.282693 + Penalty 2705.881921 = -457280.400772
  nChanged 103
		SP:Iteration 7Q (46728.820000 sec): 3 clusters
  Score: Raw -460045.466183 + Penalty 2705.881921 = -457339.584262
  nChanged 87
		SP:Iteration 8Q (46729.040000 sec): 3 clusters
  Score: Raw -460090.296627 + Penalty 2705.881921 = -457384.414707
  nChanged 57
		SP:Iteration 9Q (46729.290000 sec): 3 clusters
  Score: Raw -460117.012414 + Penalty 2705.881921 = -457411.130493
  nChanged 60
		SP:Iteration 10Q (46729.460000 sec): 3 clusters
  Score: Raw -460145.045335 + Penalty 2705.881921 = -457439.163414
  nChanged 53
		SP:Iteration 11Q (46729.670000 sec): 3 clusters
  Score: Raw -460179.704212 + Penalty 2705.881921 = -457473.822292
  nChanged 48
		SP:Iteration 12Q (46729.880000 sec): 3 clusters
  Score: Raw -460203.718925 + Penalty 2705.881921 = -457497.837005
  nChanged 39
		SP:Iteration 13Q (46730.100000 sec): 3 clusters
  Score: Raw -460218.925036 + Penalty 2705.881921 = -457513.043115
  nChanged 30
		SP:Iteration 14Q (46730.300000 sec): 3 clusters
  Score: Raw -460229.402783 + Penalty 2705.881921 = -457523.520862
  nChanged 16
		SP:Iteration 15Q (46730.520000 sec): 3 clusters
  Score: Raw -460233.516446 + Penalty 2705.881921 = -457527.634525
  nChanged 12
		SP:Iteration 16Q (46730.680000 sec): 3 clusters
  Score: Raw -460236.779661 + Penalty 2705.881921 = -457530.897740
  nChanged 7
		SP:Iteration 17Q (46730.900000 sec): 3 clusters
  Score: Raw -460240.060611 + Penalty 2705.881921 = -457534.178690
  nChanged 9
		SP:Iteration 18Q (46731.110000 sec): 3 clusters
  Score: Raw -460242.401396 + Penalty 2705.881921 = -457536.519475
  nChanged 7
		SP:Iteration 19Q (46731.310000 sec): 3 clusters
  Score: Raw -460244.271249 + Penalty 2705.881921 = -457538.389328
  nChanged 7
		SP:Iteration 20F (46731.500000 sec): 3 clusters
  Score: Raw -460246.592712 + Penalty 2705.881921 = -457540.710791
  nChanged 8
		SP:Iteration 21Q (46731.690000 sec): 3 clusters
  Score: Raw -460249.107111 + Penalty 2705.881921 = -457543.225190
  nChanged 4
		SP:Iteration 22Q (46731.890000 sec): 3 clusters
  Score: Raw -460251.026173 + Penalty 2705.881921 = -457545.144252
  nChanged 6
		SP:Iteration 23Q (46732.100000 sec): 3 clusters
  Score: Raw -460252.720681 + Penalty 2705.881921 = -457546.838760
  nChanged 9
		SP:Iteration 24Q (46732.320000 sec): 3 clusters
  Score: Raw -460254.772887 + Penalty 2705.881921 = -457548.890966
  nChanged 6
		SP:Iteration 25Q (46732.490000 sec): 3 clusters
  Score: Raw -460256.564606 + Penalty 2705.881921 = -457550.682685
  nChanged 7
		SP:Iteration 26Q (46732.690000 sec): 3 clusters
  Score: Raw -460260.178182 + Penalty 2705.881921 = -457554.296261
  nChanged 9
		SP:Iteration 27Q (46732.900000 sec): 3 clusters
  Score: Raw -460263.395514 + Penalty 2705.881921 = -457557.513593
  nChanged 11
		SP:Iteration 28Q (46733.130000 sec): 3 clusters
  Score: Raw -460266.426652 + Penalty 2705.881921 = -457560.544731
  nChanged 6
		SP:Iteration 29Q (46733.340000 sec): 3 clusters
  Score: Raw -460267.549130 + Penalty 2705.881921 = -457561.667209
  nChanged 5
		SP:Iteration 30Q (46733.570000 sec): 3 clusters
  Score: Raw -460268.944215 + Penalty 2705.881921 = -457563.062294
  nChanged 3
		SP:Iteration 31Q (46733.750000 sec): 3 clusters
  Score: Raw -460269.997100 + Penalty 2705.881921 = -457564.115179
  nChanged 4
		SP:Iteration 32Q (46733.980000 sec): 3 clusters
  Score: Raw -460271.089390 + Penalty 2705.881921 = -457565.207469
  nChanged 4
		SP:Iteration 33Q (46734.180000 sec): 3 clusters
  Score: Raw -460271.937053 + Penalty 2705.881921 = -457566.055132
  nChanged 3
		SP:Iteration 34Q (46734.380000 sec): 3 clusters
  Score: Raw -460272.745172 + Penalty 2705.881921 = -457566.863251
  nChanged 3
		SP:Iteration 35Q (46734.580000 sec): 3 clusters
  Score: Raw -460273.366334 + Penalty 2705.881921 = -457567.484413
  nChanged 2
		SP:Iteration 36Q (46734.790000 sec): 3 clusters
  Score: Raw -460273.870237 + Penalty 2705.881921 = -457567.988316
  nChanged 1
		SP:Iteration 37Q (46734.960000 sec): 3 clusters
  Score: Raw -460273.975106 + Penalty 2705.881921 = -457568.093185
  nChanged 0
		SP:Iteration 38F (46735.170000 sec): 3 clusters
  Score: Raw -460273.975106 + Penalty 2705.881921 = -457568.093185
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (105444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46735.930000 sec): 2 clusters
  Score: Raw -11952198.595982 + Penalty 1879.464484 = -11950319.131498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46736.710000 sec): 3 clusters
  Score: Raw -11883609.661083 + Penalty 3758.928968 = -11879850.732115
  nChanged 50375
		SP:Iteration 1F (46737.390000 sec): 3 clusters
  Score: Raw -11913381.609237 + Penalty 3758.928968 = -11909622.680269
  nChanged 4168
		SP:Iteration 2Q (46738.020000 sec): 3 clusters
  Score: Raw -11914788.359485 + Penalty 3758.928968 = -11911029.430518
  nChanged 4515
		SP:Iteration 3Q (46738.660000 sec): 3 clusters
  Score: Raw -11916408.600992 + Penalty 3758.928968 = -11912649.672025
  nChanged 4703
		SP:Iteration 4Q (46739.380000 sec): 3 clusters
  Score: Raw -11918149.529869 + Penalty 3758.928968 = -11914390.600901
  nChanged 4807
		SP:Iteration 5Q (46740.070000 sec): 3 clusters
  Score: Raw -11919952.487247 + Penalty 3758.928968 = -11916193.558280
  nChanged 4747
		SP:Iteration 6Q (46740.720000 sec): 3 clusters
  Score: Raw -11921768.704655 + Penalty 3758.928968 = -11918009.775687
  nChanged 4689
		SP:Iteration 7Q (46741.400000 sec): 3 clusters
  Score: Raw -11923723.902056 + Penalty 3758.928968 = -11919964.973089
  nChanged 4892
		SP:Iteration 8Q (46742.070000 sec): 3 clusters
  Score: Raw -11925970.753034 + Penalty 3758.928968 = -11922211.824067
  nChanged 5176
		SP:Iteration 9Q (46742.840000 sec): 3 clusters
  Score: Raw -11928797.413337 + Penalty 3758.928968 = -11925038.484369
  nChanged 5543
		SP:Iteration 10F (46743.510000 sec): 3 clusters
  Score: Raw -11932185.739235 + Penalty 3758.928968 = -11928426.810267
  nChanged 5539
		SP:Iteration 11F (46744.130000 sec): 3 clusters
  Score: Raw -11935759.318196 + Penalty 3758.928968 = -11932000.389228
  nChanged 5098
		SP:Iteration 12Q (46744.830000 sec): 3 clusters
  Score: Raw -11939018.954721 + Penalty 3758.928968 = -11935260.025753
  nChanged 4336
		SP:Iteration 13Q (46745.590000 sec): 3 clusters
  Score: Raw -11941554.511855 + Penalty 3758.928968 = -11937795.582888
  nChanged 3476
		SP:Iteration 14Q (46746.310000 sec): 3 clusters
  Score: Raw -11943441.601607 + Penalty 3758.928968 = -11939682.672639
  nChanged 2827
		SP:Iteration 15Q (46746.940000 sec): 3 clusters
  Score: Raw -11944934.454734 + Penalty 3758.928968 = -11941175.525767
  nChanged 2449
		SP:Iteration 16Q (46747.560000 sec): 3 clusters
  Score: Raw -11946203.036745 + Penalty 3758.928968 = -11942444.107777
  nChanged 2168
		SP:Iteration 17Q (46748.280000 sec): 3 clusters
  Score: Raw -11947332.913299 + Penalty 3758.928968 = -11943573.984332
  nChanged 1904
		SP:Iteration 18Q (46749.060000 sec): 3 clusters
  Score: Raw -11948298.682976 + Penalty 3758.928968 = -11944539.754008
  nChanged 1686
		SP:Iteration 19Q (46749.690000 sec): 3 clusters
  Score: Raw -11949154.938196 + Penalty 3758.928968 = -11945396.009228
  nChanged 1494
		SP:Iteration 20F (46750.370000 sec): 3 clusters
  Score: Raw -11949928.215384 + Penalty 3758.928968 = -11946169.286416
  nChanged 1297
		SP:Iteration 21Q (46751.000000 sec): 3 clusters
  Score: Raw -11950603.807448 + Penalty 3758.928968 = -11946844.878480
  nChanged 1127
		SP:Iteration 22Q (46751.570000 sec): 3 clusters
  Score: Raw -11951196.541371 + Penalty 3758.928968 = -11947437.612404
  nChanged 912
		SP:Iteration 23Q (46752.270000 sec): 3 clusters
  Score: Raw -11951677.709371 + Penalty 3758.928968 = -11947918.780403
  nChanged 775
		SP:Iteration 24Q (46752.930000 sec): 3 clusters
  Score: Raw -11952078.060120 + Penalty 3758.928968 = -11948319.131152
  nChanged 614
		SP:Iteration 25Q (46753.620000 sec): 3 clusters
  Score: Raw -11952404.622923 + Penalty 3758.928968 = -11948645.693955
  nChanged 508
		SP:Iteration 26Q (46754.210000 sec): 3 clusters
  Score: Raw -11952646.065917 + Penalty 3758.928968 = -11948887.136949
  nChanged 409
		SP:Iteration 27Q (46754.850000 sec): 3 clusters
  Score: Raw -11952834.556311 + Penalty 3758.928968 = -11949075.627344
  nChanged 340
		SP:Iteration 28Q (46755.500000 sec): 3 clusters
  Score: Raw -11952982.953358 + Penalty 3758.928968 = -11949224.024390
  nChanged 267
		SP:Iteration 29Q (46756.140000 sec): 3 clusters
  Score: Raw -11953079.887890 + Penalty 3758.928968 = -11949320.958923
  nChanged 223
		SP:Iteration 30Q (46756.750000 sec): 3 clusters
  Score: Raw -11953164.845692 + Penalty 3758.928968 = -11949405.916724
  nChanged 191
		SP:Iteration 31Q (46757.400000 sec): 3 clusters
  Score: Raw -11953236.363966 + Penalty 3758.928968 = -11949477.434998
  nChanged 149
		SP:Iteration 32Q (46758.030000 sec): 3 clusters
  Score: Raw -11953280.036522 + Penalty 3758.928968 = -11949521.107554
  nChanged 111
		SP:Iteration 33Q (46758.650000 sec): 3 clusters
  Score: Raw -11953308.567524 + Penalty 3758.928968 = -11949549.638557
  nChanged 86
		SP:Iteration 34Q (46759.250000 sec): 3 clusters
  Score: Raw -11953333.265416 + Penalty 3758.928968 = -11949574.336448
  nChanged 90
		SP:Iteration 35Q (46759.820000 sec): 3 clusters
  Score: Raw -11953358.308347 + Penalty 3758.928968 = -11949599.379379
  nChanged 83
		SP:Iteration 36Q (46760.370000 sec): 3 clusters
  Score: Raw -11953378.361676 + Penalty 3758.928968 = -11949619.432708
  nChanged 56
		SP:Iteration 37Q (46760.930000 sec): 3 clusters
  Score: Raw -11953391.447928 + Penalty 3758.928968 = -11949632.518960
  nChanged 51
		SP:Iteration 38Q (46761.490000 sec): 3 clusters
  Score: Raw -11953402.280015 + Penalty 3758.928968 = -11949643.351047
  nChanged 50
		SP:Iteration 39Q (46762.110000 sec): 3 clusters
  Score: Raw -11953411.482698 + Penalty 3758.928968 = -11949652.553730
  nChanged 31
		SP:Iteration 40F (46762.780000 sec): 3 clusters
  Score: Raw -11953417.035176 + Penalty 3758.928968 = -11949658.106209
  nChanged 30
		SP:Iteration 41Q (46763.430000 sec): 3 clusters
  Score: Raw -11953422.802815 + Penalty 3758.928968 = -11949663.873847
  nChanged 30
		SP:Iteration 42Q (46764.110000 sec): 3 clusters
  Score: Raw -11953429.714799 + Penalty 3758.928968 = -11949670.785831
  nChanged 28
		SP:Iteration 43Q (46764.700000 sec): 3 clusters
  Score: Raw -11953435.079082 + Penalty 3758.928968 = -11949676.150115
  nChanged 22
		SP:Iteration 44Q (46765.270000 sec): 3 clusters
  Score: Raw -11953438.636437 + Penalty 3758.928968 = -11949679.707469
  nChanged 19
		SP:Iteration 45Q (46765.890000 sec): 3 clusters
  Score: Raw -11953441.807694 + Penalty 3758.928968 = -11949682.878726
  nChanged 19
		SP:Iteration 46Q (46766.480000 sec): 3 clusters
  Score: Raw -11953445.153088 + Penalty 3758.928968 = -11949686.224120
  nChanged 16
		SP:Iteration 47Q (46767.060000 sec): 3 clusters
  Score: Raw -11953448.204540 + Penalty 3758.928968 = -11949689.275572
  nChanged 16
		SP:Iteration 48Q (46767.590000 sec): 3 clusters
  Score: Raw -11953451.008582 + Penalty 3758.928968 = -11949692.079615
  nChanged 13
		SP:Iteration 49Q (46768.130000 sec): 3 clusters
  Score: Raw -11953453.243716 + Penalty 3758.928968 = -11949694.314749
  nChanged 15
		SP:Iteration 50Q (46768.730000 sec): 3 clusters
  Score: Raw -11953455.879989 + Penalty 3758.928968 = -11949696.951021
  nChanged 13
		SP:Iteration 51Q (46769.290000 sec): 3 clusters
  Score: Raw -11953457.982039 + Penalty 3758.928968 = -11949699.053071
  nChanged 9
		SP:Iteration 52Q (46769.920000 sec): 3 clusters
  Score: Raw -11953459.066728 + Penalty 3758.928968 = -11949700.137761
  nChanged 8
		SP:Iteration 53Q (46770.450000 sec): 3 clusters
  Score: Raw -11953461.176454 + Penalty 3758.928968 = -11949702.247486
  nChanged 11
		SP:Iteration 54Q (46771.020000 sec): 3 clusters
  Score: Raw -11953463.134679 + Penalty 3758.928968 = -11949704.205711
  nChanged 6
		SP:Iteration 55Q (46771.590000 sec): 3 clusters
  Score: Raw -11953463.785363 + Penalty 3758.928968 = -11949704.856395
  nChanged 3
		SP:Iteration 56Q (46772.240000 sec): 3 clusters
  Score: Raw -11953464.040293 + Penalty 3758.928968 = -11949705.111325
  nChanged 2
		SP:Iteration 57Q (46772.870000 sec): 3 clusters
  Score: Raw -11953464.296773 + Penalty 3758.928968 = -11949705.367805
  nChanged 1
		SP:Iteration 58Q (46773.460000 sec): 3 clusters
  Score: Raw -11953464.353751 + Penalty 3758.928968 = -11949705.424784
  nChanged 2
		SP:Iteration 59Q (46774.080000 sec): 3 clusters
  Score: Raw -11953464.663532 + Penalty 3758.928968 = -11949705.734564
  nChanged 2
		SP:Iteration 60F (46774.730000 sec): 3 clusters
  Score: Raw -11953464.890584 + Penalty 3758.928968 = -11949705.961616
  nChanged 1
		SP:Iteration 61Q (46775.360000 sec): 3 clusters
  Score: Raw -11953465.033784 + Penalty 3758.928968 = -11949706.104816
  nChanged 2
		SP:Iteration 62Q (46776.020000 sec): 3 clusters
  Score: Raw -11953465.113002 + Penalty 3758.928968 = -11949706.184034
  nChanged 0
		SP:Iteration 63F (46776.740000 sec): 3 clusters
  Score: Raw -11953465.113002 + Penalty 3758.928968 = -11949706.184034
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46776.860000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46777.060000 sec): 3 clusters
  Score: Raw -50904.716694 + Penalty 1987.664941 = -48917.051753
  nChanged 102
		SP:Iteration 1F (46777.260000 sec): 3 clusters
  Score: Raw -51071.060588 + Penalty 1987.664941 = -49083.395647
  nChanged 37
		SP:Iteration 2F (46777.460000 sec): 3 clusters
  Score: Raw -51138.581706 + Penalty 1987.664941 = -49150.916765
  nChanged 12
		SP:Iteration 3Q (46777.680000 sec): 3 clusters
  Score: Raw -51156.884485 + Penalty 1987.664941 = -49169.219545
  nChanged 10
		SP:Iteration 4Q (46777.830000 sec): 3 clusters
  Score: Raw -51171.754154 + Penalty 1987.664941 = -49184.089213
  nChanged 5
		SP:Iteration 5Q (46778.010000 sec): 3 clusters
  Score: Raw -51185.075783 + Penalty 1987.664941 = -49197.410842
  nChanged 2
		SP:Iteration 6Q (46778.210000 sec): 3 clusters
  Score: Raw -51189.708617 + Penalty 1987.664941 = -49202.043676
  nChanged 2
		SP:Iteration 7Q (46778.370000 sec): 3 clusters
  Score: Raw -51195.791217 + Penalty 1987.664941 = -49208.126276
  nChanged 3
		SP:Iteration 8Q (46778.540000 sec): 3 clusters
  Score: Raw -51201.413904 + Penalty 1987.664941 = -49213.748963
  nChanged 2
		SP:Iteration 9Q (46778.720000 sec): 3 clusters
  Score: Raw -51203.332358 + Penalty 1987.664941 = -49215.667417
  nChanged 0
		SP:Iteration 10F (46778.930000 sec): 3 clusters
  Score: Raw -51203.332358 + Penalty 1987.664941 = -49215.667417
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 63 (95 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46779.030000 sec): 2 clusters
  Score: Raw -9296.110153 + Penalty 740.004995 = -8556.105158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46779.180000 sec): 3 clusters
  Score: Raw -9537.941670 + Penalty 1480.009990 = -8057.931680
  nChanged 3
		SP:Iteration 1Q (46779.390000 sec): 3 clusters
  Score: Raw -9548.459710 + Penalty 1480.009990 = -8068.449720
  nChanged 2
		SP:Iteration 2Q (46779.570000 sec): 3 clusters
  Score: Raw -9562.619797 + Penalty 1480.009990 = -8082.609807
  nChanged 1
		SP:Iteration 3Q (46779.740000 sec): 3 clusters
  Score: Raw -9568.590446 + Penalty 1480.009990 = -8088.580456
  nChanged 1
		SP:Iteration 4Q (46779.860000 sec): 3 clusters
  Score: Raw -9577.599598 + Penalty 1480.009990 = -8097.589608
  nChanged 0
		SP:Iteration 5F (46780.040000 sec): 3 clusters
  Score: Raw -9577.599598 + Penalty 1480.009990 = -8097.589608
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 64 (29280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46780.290000 sec): 2 clusters
  Score: Raw -3381607.807413 + Penalty 1671.257245 = -3379936.550169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46780.630000 sec): 3 clusters
  Score: Raw -3363643.100220 + Penalty 3342.514490 = -3360300.585730
  nChanged 13441
		SP:Iteration 1F (46780.950000 sec): 3 clusters
  Score: Raw -3371284.975937 + Penalty 3342.514490 = -3367942.461448
  nChanged 1680
		SP:Iteration 2F (46781.290000 sec): 3 clusters
  Score: Raw -3371981.371152 + Penalty 3342.514490 = -3368638.856663
  nChanged 1646
		SP:Iteration 3F (46781.620000 sec): 3 clusters
  Score: Raw -3372718.780367 + Penalty 3342.514490 = -3369376.265878
  nChanged 1678
		SP:Iteration 4F (46781.910000 sec): 3 clusters
  Score: Raw -3373544.772216 + Penalty 3342.514490 = -3370202.257726
  nChanged 1640
		SP:Iteration 5F (46782.210000 sec): 3 clusters
  Score: Raw -3374431.371201 + Penalty 3342.514490 = -3371088.856712
  nChanged 1607
		SP:Iteration 6F (46782.480000 sec): 3 clusters
  Score: Raw -3375408.897303 + Penalty 3342.514490 = -3372066.382813
  nChanged 1614
		SP:Iteration 7F (46782.770000 sec): 3 clusters
  Score: Raw -3376509.419913 + Penalty 3342.514490 = -3373166.905424
  nChanged 1619
		SP:Iteration 8F (46783.090000 sec): 3 clusters
  Score: Raw -3377739.953241 + Penalty 3342.514490 = -3374397.438752
  nChanged 1523
		SP:Iteration 9F (46783.370000 sec): 3 clusters
  Score: Raw -3379043.311637 + Penalty 3342.514490 = -3375700.797147
  nChanged 1184
		SP:Iteration 10Q (46783.690000 sec): 3 clusters
  Score: Raw -3380085.372175 + Penalty 3342.514490 = -3376742.857686
  nChanged 827
		SP:Iteration 11Q (46784.000000 sec): 3 clusters
  Score: Raw -3380821.218851 + Penalty 3342.514490 = -3377478.704362
  nChanged 516
		SP:Iteration 12Q (46784.290000 sec): 3 clusters
  Score: Raw -3381260.336143 + Penalty 3342.514490 = -3377917.821653
  nChanged 257
		SP:Iteration 13Q (46784.530000 sec): 3 clusters
  Score: Raw -3381473.118675 + Penalty 3342.514490 = -3378130.604185
  nChanged 146
		SP:Iteration 14Q (46784.880000 sec): 3 clusters
  Score: Raw -3381600.217950 + Penalty 3342.514490 = -3378257.703460
  nChanged 86
		SP:Iteration 15Q (46785.200000 sec): 3 clusters
  Score: Raw -3381675.235649 + Penalty 3342.514490 = -3378332.721159
  nChanged 58
		SP:Iteration 16Q (46785.490000 sec): 3 clusters
  Score: Raw -3381731.582146 + Penalty 3342.514490 = -3378389.067656
  nChanged 41
		SP:Iteration 17Q (46785.750000 sec): 3 clusters
  Score: Raw -3381764.907422 + Penalty 3342.514490 = -3378422.392933
  nChanged 25
		SP:Iteration 18Q (46785.990000 sec): 3 clusters
  Score: Raw -3381784.030597 + Penalty 3342.514490 = -3378441.516107
  nChanged 15
		SP:Iteration 19Q (46786.310000 sec): 3 clusters
  Score: Raw -3381794.700490 + Penalty 3342.514490 = -3378452.186000
  nChanged 12
		SP:Iteration 20F (46786.590000 sec): 3 clusters
  Score: Raw -3381807.512449 + Penalty 3342.514490 = -3378464.997959
  nChanged 13
		SP:Iteration 21Q (46786.890000 sec): 3 clusters
  Score: Raw -3381818.728034 + Penalty 3342.514490 = -3378476.213544
  nChanged 10
		SP:Iteration 22Q (46787.140000 sec): 3 clusters
  Score: Raw -3381828.352837 + Penalty 3342.514490 = -3378485.838347
  nChanged 4
		SP:Iteration 23Q (46787.480000 sec): 3 clusters
  Score: Raw -3381830.947169 + Penalty 3342.514490 = -3378488.432679
  nChanged 1
		SP:Iteration 24Q (46787.790000 sec): 3 clusters
  Score: Raw -3381832.048577 + Penalty 3342.514490 = -3378489.534087
  nChanged 2
		SP:Iteration 25Q (46788.110000 sec): 3 clusters
  Score: Raw -3381834.532864 + Penalty 3342.514490 = -3378492.018374
  nChanged 4
		SP:Iteration 26Q (46788.420000 sec): 3 clusters
  Score: Raw -3381837.645420 + Penalty 3342.514490 = -3378495.130930
  nChanged 4
		SP:Iteration 27Q (46788.700000 sec): 3 clusters
  Score: Raw -3381840.349628 + Penalty 3342.514490 = -3378497.835139
  nChanged 2
		SP:Iteration 28Q (46789.060000 sec): 3 clusters
  Score: Raw -3381842.084555 + Penalty 3342.514490 = -3378499.570066
  nChanged 5
		SP:Iteration 29Q (46789.380000 sec): 3 clusters
  Score: Raw -3381847.687348 + Penalty 3342.514490 = -3378505.172858
  nChanged 9
		SP:Iteration 30Q (46789.670000 sec): 3 clusters
  Score: Raw -3381855.646601 + Penalty 3342.514490 = -3378513.132112
  nChanged 4
		SP:Iteration 31Q (46789.920000 sec): 3 clusters
  Score: Raw -3381858.205368 + Penalty 3342.514490 = -3378515.690878
  nChanged 2
		SP:Iteration 32Q (46790.170000 sec): 3 clusters
  Score: Raw -3381858.906958 + Penalty 3342.514490 = -3378516.392468
  nChanged 2
		SP:Iteration 33Q (46790.450000 sec): 3 clusters
  Score: Raw -3381862.412331 + Penalty 3342.514490 = -3378519.897841
  nChanged 3
		SP:Iteration 34Q (46790.720000 sec): 3 clusters
  Score: Raw -3381863.050282 + Penalty 3342.514490 = -3378520.535793
  nChanged 0
		SP:Iteration 35F (46791.030000 sec): 3 clusters
  Score: Raw -3381863.050282 + Penalty 3342.514490 = -3378520.535793
  nChanged 0
Iteration 379Q (46927.160000 sec): 66 clusters
  Score: Raw -223658034.572535 + Penalty 152791.978268 = -223505242.594267
  nChanged 1335
Iteration 380F (47131.980000 sec): 66 clusters
  Score: Raw -223658151.437083 + Penalty 152791.978268 = -223505359.458815
  nChanged 2290
Iteration 381Q (47242.530000 sec): 66 clusters
  Score: Raw -223658245.595102 + Penalty 152791.978268 = -223505453.616834
  nChanged 1743
Iteration 382Q (47342.700000 sec): 66 clusters
  Score: Raw -223658305.993226 + Penalty 152791.978268 = -223505514.014958
  nChanged 1421
Iteration 383Q (47445.440000 sec): 66 clusters
  Score: Raw -223658350.864103 + Penalty 152791.978268 = -223505558.885835
  nChanged 1178
Iteration 384Q (47558.820000 sec): 66 clusters
  Score: Raw -223658382.473592 + Penalty 152791.978268 = -223505590.495325
  nChanged 1014
Iteration 385Q (47676.440000 sec): 66 clusters
  Score: Raw -223658408.278811 + Penalty 152791.978268 = -223505616.300543
  nChanged 784
Iteration 386Q (47799.970000 sec): 66 clusters
  Score: Raw -223658429.135141 + Penalty 152791.978268 = -223505637.156873
  nChanged 722
Iteration 387Q (47913.600000 sec): 66 clusters
  Score: Raw -223658450.174092 + Penalty 152791.978268 = -223505658.195825
  nChanged 645
Iteration 388Q (48023.580000 sec): 66 clusters
  Score: Raw -223658468.209825 + Penalty 152791.978268 = -223505676.231557
  nChanged 554
Iteration 389Q (48127.750000 sec): 66 clusters
  Score: Raw -223658483.246781 + Penalty 152791.978268 = -223505691.268513
  nChanged 525
Iteration 390Q (48237.270000 sec): 66 clusters
  Score: Raw -223658498.869707 + Penalty 152791.978268 = -223505706.891440
  nChanged 507
Iteration 391Q (48359.690000 sec): 66 clusters
  Score: Raw -223658513.131961 + Penalty 152791.978268 = -223505721.153694
  nChanged 458
Iteration 392Q (48474.320000 sec): 66 clusters
  Score: Raw -223658525.162691 + Penalty 152791.978268 = -223505733.184424
  nChanged 411
Iteration 393Q (48589.910000 sec): 66 clusters
  Score: Raw -223658535.285582 + Penalty 152791.978268 = -223505743.307314
  nChanged 384
Iteration 394Q (48705.100000 sec): 66 clusters
  Score: Raw -223658544.548888 + Penalty 152791.978268 = -223505752.570621
  nChanged 351
Iteration 395Q (48812.900000 sec): 66 clusters
  Score: Raw -223658551.861204 + Penalty 152791.978268 = -223505759.882936
  nChanged 318
Iteration 396Q (48919.520000 sec): 66 clusters
  Score: Raw -223658559.262783 + Penalty 152791.978268 = -223505767.284515
  nChanged 282
Iteration 397Q (49028.100000 sec): 66 clusters
  Score: Raw -223658566.364641 + Penalty 152791.978268 = -223505774.386373
  nChanged 263
Iteration 398Q (49126.920000 sec): 66 clusters
  Score: Raw -223658571.609518 + Penalty 152791.978268 = -223505779.631250
  nChanged 235
Iteration 399Q (49236.180000 sec): 66 clusters
  Score: Raw -223658576.363376 + Penalty 152791.978268 = -223505784.385108
  nChanged 209
Iteration 400F (49422.080000 sec): 66 clusters
  Score: Raw -223658580.597741 + Penalty 152791.978268 = -223505788.619473
  nChanged 189
Iteration 401Q (49528.860000 sec): 66 clusters
  Score: Raw -223658584.922347 + Penalty 152791.978268 = -223505792.944079
  nChanged 196
Iteration 402Q (49641.380000 sec): 66 clusters
  Score: Raw -223658589.295986 + Penalty 152791.978268 = -223505797.317719
  nChanged 210
Iteration 403Q (49736.580000 sec): 66 clusters
  Score: Raw -223658593.531787 + Penalty 152791.978268 = -223505801.553519
  nChanged 172
Iteration 404Q (49850.930000 sec): 66 clusters
  Score: Raw -223658597.160425 + Penalty 152791.978268 = -223505805.182157
  nChanged 189
Iteration 405Q (49961.360000 sec): 66 clusters
  Score: Raw -223658600.441381 + Penalty 152791.978268 = -223505808.463113
  nChanged 183
Iteration 406Q (50071.430000 sec): 66 clusters
  Score: Raw -223658603.541409 + Penalty 152791.978268 = -223505811.563141
  nChanged 177
Iteration 407Q (50184.710000 sec): 66 clusters
  Score: Raw -223658607.094735 + Penalty 152791.978268 = -223505815.116467
  nChanged 170
Iteration 408Q (50287.460000 sec): 66 clusters
  Score: Raw -223658609.865256 + Penalty 152791.978268 = -223505817.886989
  nChanged 152
Iteration 409Q (50393.740000 sec): 66 clusters
  Score: Raw -223658612.413898 + Penalty 152791.978268 = -223505820.435630
  nChanged 130
Iteration 410Q (50504.950000 sec): 66 clusters
  Score: Raw -223658615.179792 + Penalty 152791.978268 = -223505823.201524
  nChanged 126
Iteration 411Q (50616.540000 sec): 66 clusters
  Score: Raw -223658617.518400 + Penalty 152791.978268 = -223505825.540132
  nChanged 111
Iteration 412Q (50721.110000 sec): 66 clusters
  Score: Raw -223658620.185079 + Penalty 152791.978268 = -223505828.206811
  nChanged 104
Iteration 413Q (50828.330000 sec): 66 clusters
  Score: Raw -223658622.243535 + Penalty 152791.978268 = -223505830.265268
  nChanged 85
Iteration 414Q (50940.960000 sec): 66 clusters
  Score: Raw -223658624.029430 + Penalty 152791.978268 = -223505832.051162
  nChanged 85
Iteration 415Q (51050.400000 sec): 66 clusters
  Score: Raw -223658625.556797 + Penalty 152791.978268 = -223505833.578529
  nChanged 85
Iteration 416Q (51160.530000 sec): 66 clusters
  Score: Raw -223658626.937898 + Penalty 152791.978268 = -223505834.959630
  nChanged 87
Iteration 417Q (51272.820000 sec): 66 clusters
  Score: Raw -223658628.002290 + Penalty 152791.978268 = -223505836.024022
  nChanged 79
Iteration 418Q (51383.850000 sec): 66 clusters
  Score: Raw -223658628.999400 + Penalty 152791.978268 = -223505837.021132
  nChanged 73
Writing temp clu file 
Because OldScore, -223505836.024022, is greater than current (better) Score,-223505837.021132 
 Compute initial score before splitting:   Score: Raw -223658628.999400 + Penalty 152791.978268 = -223505837.021132
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (22800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51384.600000 sec): 2 clusters
  Score: Raw -2690669.110717 + Penalty 1630.608820 = -2689038.501897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51384.890000 sec): 3 clusters
  Score: Raw -2676806.231255 + Penalty 3261.217640 = -2673545.013615
  nChanged 10398
		SP:Iteration 1F (51385.200000 sec): 3 clusters
  Score: Raw -2682733.502012 + Penalty 3261.217640 = -2679472.284372
  nChanged 1370
		SP:Iteration 2F (51385.510000 sec): 3 clusters
  Score: Raw -2683373.101277 + Penalty 3261.217640 = -2680111.883637
  nChanged 1337
		SP:Iteration 3F (51385.800000 sec): 3 clusters
  Score: Raw -2684082.374025 + Penalty 3261.217640 = -2680821.156385
  nChanged 1346
		SP:Iteration 4F (51386.060000 sec): 3 clusters
  Score: Raw -2684841.660646 + Penalty 3261.217640 = -2681580.443007
  nChanged 1386
		SP:Iteration 5F (51386.370000 sec): 3 clusters
  Score: Raw -2685601.425070 + Penalty 3261.217640 = -2682340.207430
  nChanged 1271
		SP:Iteration 6F (51386.640000 sec): 3 clusters
  Score: Raw -2686230.526874 + Penalty 3261.217640 = -2682969.309234
  nChanged 1077
		SP:Iteration 7Q (51387.000000 sec): 3 clusters
  Score: Raw -2686724.202093 + Penalty 3261.217640 = -2683462.984453
  nChanged 962
		SP:Iteration 8Q (51387.350000 sec): 3 clusters
  Score: Raw -2687143.410275 + Penalty 3261.217640 = -2683882.192635
  nChanged 798
		SP:Iteration 9Q (51387.690000 sec): 3 clusters
  Score: Raw -2687469.955966 + Penalty 3261.217640 = -2684208.738326
  nChanged 708
		SP:Iteration 10Q (51388.010000 sec): 3 clusters
  Score: Raw -2687741.678193 + Penalty 3261.217640 = -2684480.460553
  nChanged 623
		SP:Iteration 11Q (51388.360000 sec): 3 clusters
  Score: Raw -2687969.714069 + Penalty 3261.217640 = -2684708.496429
  nChanged 543
		SP:Iteration 12Q (51388.700000 sec): 3 clusters
  Score: Raw -2688153.985905 + Penalty 3261.217640 = -2684892.768265
  nChanged 491
		SP:Iteration 13Q (51389.010000 sec): 3 clusters
  Score: Raw -2688291.776853 + Penalty 3261.217640 = -2685030.559213
  nChanged 412
		SP:Iteration 14Q (51389.370000 sec): 3 clusters
  Score: Raw -2688408.795336 + Penalty 3261.217640 = -2685147.577696
  nChanged 359
		SP:Iteration 15Q (51389.700000 sec): 3 clusters
  Score: Raw -2688517.890999 + Penalty 3261.217640 = -2685256.673359
  nChanged 325
		SP:Iteration 16Q (51389.990000 sec): 3 clusters
  Score: Raw -2688604.615550 + Penalty 3261.217640 = -2685343.397911
  nChanged 274
		SP:Iteration 17Q (51390.270000 sec): 3 clusters
  Score: Raw -2688677.000597 + Penalty 3261.217640 = -2685415.782957
  nChanged 266
		SP:Iteration 18Q (51390.590000 sec): 3 clusters
  Score: Raw -2688741.360568 + Penalty 3261.217640 = -2685480.142928
  nChanged 240
		SP:Iteration 19Q (51390.880000 sec): 3 clusters
  Score: Raw -2688798.729818 + Penalty 3261.217640 = -2685537.512178
  nChanged 198
		SP:Iteration 20F (51391.200000 sec): 3 clusters
  Score: Raw -2688840.705956 + Penalty 3261.217640 = -2685579.488316
  nChanged 206
		SP:Iteration 21Q (51391.560000 sec): 3 clusters
  Score: Raw -2688889.229498 + Penalty 3261.217640 = -2685628.011858
  nChanged 210
		SP:Iteration 22Q (51391.890000 sec): 3 clusters
  Score: Raw -2688936.930988 + Penalty 3261.217640 = -2685675.713348
  nChanged 217
		SP:Iteration 23Q (51392.200000 sec): 3 clusters
  Score: Raw -2688982.648533 + Penalty 3261.217640 = -2685721.430894
  nChanged 213
		SP:Iteration 24Q (51392.500000 sec): 3 clusters
  Score: Raw -2689032.285886 + Penalty 3261.217640 = -2685771.068246
  nChanged 220
		SP:Iteration 25Q (51392.790000 sec): 3 clusters
  Score: Raw -2689082.161062 + Penalty 3261.217640 = -2685820.943422
  nChanged 218
		SP:Iteration 26Q (51393.100000 sec): 3 clusters
  Score: Raw -2689124.323598 + Penalty 3261.217640 = -2685863.105958
  nChanged 184
		SP:Iteration 27Q (51393.450000 sec): 3 clusters
  Score: Raw -2689160.581595 + Penalty 3261.217640 = -2685899.363956
  nChanged 175
		SP:Iteration 28Q (51393.780000 sec): 3 clusters
  Score: Raw -2689196.112447 + Penalty 3261.217640 = -2685934.894808
  nChanged 194
		SP:Iteration 29Q (51394.050000 sec): 3 clusters
  Score: Raw -2689237.772417 + Penalty 3261.217640 = -2685976.554777
  nChanged 185
		SP:Iteration 30Q (51394.350000 sec): 3 clusters
  Score: Raw -2689276.543026 + Penalty 3261.217640 = -2686015.325386
  nChanged 171
		SP:Iteration 31Q (51394.640000 sec): 3 clusters
  Score: Raw -2689310.625645 + Penalty 3261.217640 = -2686049.408006
  nChanged 191
		SP:Iteration 32Q (51394.960000 sec): 3 clusters
  Score: Raw -2689348.802355 + Penalty 3261.217640 = -2686087.584715
  nChanged 171
		SP:Iteration 33Q (51395.260000 sec): 3 clusters
  Score: Raw -2689380.976984 + Penalty 3261.217640 = -2686119.759344
  nChanged 168
		SP:Iteration 34Q (51395.580000 sec): 3 clusters
  Score: Raw -2689411.721557 + Penalty 3261.217640 = -2686150.503917
  nChanged 161
		SP:Iteration 35Q (51395.840000 sec): 3 clusters
  Score: Raw -2689443.948292 + Penalty 3261.217640 = -2686182.730652
  nChanged 179
		SP:Iteration 36Q (51396.150000 sec): 3 clusters
  Score: Raw -2689480.925561 + Penalty 3261.217640 = -2686219.707921
  nChanged 206
		SP:Iteration 37Q (51396.460000 sec): 3 clusters
  Score: Raw -2689527.205600 + Penalty 3261.217640 = -2686265.987960
  nChanged 208
		SP:Iteration 38Q (51396.780000 sec): 3 clusters
  Score: Raw -2689572.874221 + Penalty 3261.217640 = -2686311.656582
  nChanged 217
		SP:Iteration 39Q (51397.060000 sec): 3 clusters
  Score: Raw -2689619.181326 + Penalty 3261.217640 = -2686357.963686
  nChanged 208
		SP:Iteration 40F (51397.310000 sec): 3 clusters
  Score: Raw -2689663.432890 + Penalty 3261.217640 = -2686402.215250
  nChanged 235
		SP:Iteration 41Q (51397.580000 sec): 3 clusters
  Score: Raw -2689723.145195 + Penalty 3261.217640 = -2686461.927555
  nChanged 243
		SP:Iteration 42Q (51397.930000 sec): 3 clusters
  Score: Raw -2689792.666602 + Penalty 3261.217640 = -2686531.448962
  nChanged 249
		SP:Iteration 43Q (51398.220000 sec): 3 clusters
  Score: Raw -2689862.344634 + Penalty 3261.217640 = -2686601.126994
  nChanged 244
		SP:Iteration 44Q (51398.520000 sec): 3 clusters
  Score: Raw -2689932.278991 + Penalty 3261.217640 = -2686671.061351
  nChanged 248
		SP:Iteration 45Q (51398.800000 sec): 3 clusters
  Score: Raw -2690005.904140 + Penalty 3261.217640 = -2686744.686500
  nChanged 243
		SP:Iteration 46Q (51399.030000 sec): 3 clusters
  Score: Raw -2690078.370116 + Penalty 3261.217640 = -2686817.152476
  nChanged 261
		SP:Iteration 47Q (51399.340000 sec): 3 clusters
  Score: Raw -2690166.485283 + Penalty 3261.217640 = -2686905.267643
  nChanged 274
		SP:Iteration 48Q (51399.600000 sec): 3 clusters
  Score: Raw -2690258.134368 + Penalty 3261.217640 = -2686996.916728
  nChanged 249
		SP:Iteration 49Q (51399.920000 sec): 3 clusters
  Score: Raw -2690342.386320 + Penalty 3261.217640 = -2687081.168680
  nChanged 253
		SP:Iteration 50Q (51400.190000 sec): 3 clusters
  Score: Raw -2690441.122456 + Penalty 3261.217640 = -2687179.904816
  nChanged 230
		SP:Iteration 51Q (51400.600000 sec): 3 clusters
  Score: Raw -2690529.810851 + Penalty 3261.217640 = -2687268.593212
  nChanged 201
		SP:Iteration 52Q (51400.930000 sec): 3 clusters
  Score: Raw -2690604.355099 + Penalty 3261.217640 = -2687343.137459
  nChanged 199
		SP:Iteration 53Q (51401.190000 sec): 3 clusters
  Score: Raw -2690684.755299 + Penalty 3261.217640 = -2687423.537659
  nChanged 179
		SP:Iteration 54Q (51401.520000 sec): 3 clusters
  Score: Raw -2690780.465863 + Penalty 3261.217640 = -2687519.248223
  nChanged 181
		SP:Iteration 55Q (51401.790000 sec): 3 clusters
  Score: Raw -2690881.973990 + Penalty 3261.217640 = -2687620.756351
  nChanged 157
		SP:Iteration 56Q (51402.130000 sec): 3 clusters
  Score: Raw -2690976.201423 + Penalty 3261.217640 = -2687714.983783
  nChanged 153
		SP:Iteration 57Q (51402.350000 sec): 3 clusters
  Score: Raw -2691086.144693 + Penalty 3261.217640 = -2687824.927053
  nChanged 128
		SP:Iteration 58Q (51402.640000 sec): 3 clusters
  Score: Raw -2691168.921510 + Penalty 3261.217640 = -2687907.703870
  nChanged 94
		SP:Iteration 59Q (51402.930000 sec): 3 clusters
  Score: Raw -2691214.729281 + Penalty 3261.217640 = -2687953.511641
  nChanged 72
		SP:Iteration 60F (51403.260000 sec): 3 clusters
  Score: Raw -2691251.825964 + Penalty 3261.217640 = -2687990.608324
  nChanged 70
		SP:Iteration 61Q (51403.510000 sec): 3 clusters
  Score: Raw -2691288.104375 + Penalty 3261.217640 = -2688026.886735
  nChanged 52
		SP:Iteration 62Q (51403.790000 sec): 3 clusters
  Score: Raw -2691312.389740 + Penalty 3261.217640 = -2688051.172100
  nChanged 44
		SP:Iteration 63Q (51404.080000 sec): 3 clusters
  Score: Raw -2691329.232458 + Penalty 3261.217640 = -2688068.014818
  nChanged 31
		SP:Iteration 64Q (51404.380000 sec): 3 clusters
  Score: Raw -2691340.785256 + Penalty 3261.217640 = -2688079.567616
  nChanged 31
		SP:Iteration 65Q (51404.700000 sec): 3 clusters
  Score: Raw -2691353.222100 + Penalty 3261.217640 = -2688092.004460
  nChanged 19
		SP:Iteration 66Q (51404.960000 sec): 3 clusters
  Score: Raw -2691363.313954 + Penalty 3261.217640 = -2688102.096314
  nChanged 18
		SP:Iteration 67Q (51405.260000 sec): 3 clusters
  Score: Raw -2691370.004896 + Penalty 3261.217640 = -2688108.787256
  nChanged 17
		SP:Iteration 68Q (51405.550000 sec): 3 clusters
  Score: Raw -2691375.758050 + Penalty 3261.217640 = -2688114.540410
  nChanged 13
		SP:Iteration 69Q (51405.770000 sec): 3 clusters
  Score: Raw -2691381.404509 + Penalty 3261.217640 = -2688120.186869
  nChanged 17
		SP:Iteration 70Q (51406.110000 sec): 3 clusters
  Score: Raw -2691390.791114 + Penalty 3261.217640 = -2688129.573474
  nChanged 19
		SP:Iteration 71Q (51406.360000 sec): 3 clusters
  Score: Raw -2691400.347106 + Penalty 3261.217640 = -2688139.129466
  nChanged 15
		SP:Iteration 72Q (51406.650000 sec): 3 clusters
  Score: Raw -2691406.835984 + Penalty 3261.217640 = -2688145.618344
  nChanged 13
		SP:Iteration 73Q (51406.920000 sec): 3 clusters
  Score: Raw -2691411.335661 + Penalty 3261.217640 = -2688150.118021
  nChanged 9
		SP:Iteration 74Q (51407.210000 sec): 3 clusters
  Score: Raw -2691413.508469 + Penalty 3261.217640 = -2688152.290829
  nChanged 3
		SP:Iteration 75Q (51407.510000 sec): 3 clusters
  Score: Raw -2691414.411752 + Penalty 3261.217640 = -2688153.194112
  nChanged 5
		SP:Iteration 76Q (51407.830000 sec): 3 clusters
  Score: Raw -2691415.364277 + Penalty 3261.217640 = -2688154.146637
  nChanged 2
		SP:Iteration 77Q (51408.150000 sec): 3 clusters
  Score: Raw -2691415.699995 + Penalty 3261.217640 = -2688154.482355
  nChanged 2
		SP:Iteration 78Q (51408.510000 sec): 3 clusters
  Score: Raw -2691416.387418 + Penalty 3261.217640 = -2688155.169779
  nChanged 3
		SP:Iteration 79Q (51408.750000 sec): 3 clusters
  Score: Raw -2691417.504482 + Penalty 3261.217640 = -2688156.286842
  nChanged 2
		SP:Iteration 80F (51409.130000 sec): 3 clusters
  Score: Raw -2691417.799308 + Penalty 3261.217640 = -2688156.581668
  nChanged 1
		SP:Iteration 81Q (51409.430000 sec): 3 clusters
  Score: Raw -2691418.004543 + Penalty 3261.217640 = -2688156.786903
  nChanged 2
		SP:Iteration 82Q (51409.720000 sec): 3 clusters
  Score: Raw -2691418.248060 + Penalty 3261.217640 = -2688157.030420
  nChanged 3
		SP:Iteration 83Q (51409.950000 sec): 3 clusters
  Score: Raw -2691418.691318 + Penalty 3261.217640 = -2688157.473678
  nChanged 2
		SP:Iteration 84Q (51410.220000 sec): 3 clusters
  Score: Raw -2691419.436722 + Penalty 3261.217640 = -2688158.219082
  nChanged 1
		SP:Iteration 85Q (51410.480000 sec): 3 clusters
  Score: Raw -2691419.715135 + Penalty 3261.217640 = -2688158.497495
  nChanged 1
		SP:Iteration 86Q (51410.780000 sec): 3 clusters
  Score: Raw -2691420.055529 + Penalty 3261.217640 = -2688158.837889
  nChanged 2
		SP:Iteration 87Q (51411.030000 sec): 3 clusters
  Score: Raw -2691421.401332 + Penalty 3261.217640 = -2688160.183692
  nChanged 6
		SP:Iteration 88Q (51411.290000 sec): 3 clusters
  Score: Raw -2691423.561408 + Penalty 3261.217640 = -2688162.343768
  nChanged 6
		SP:Iteration 89Q (51411.570000 sec): 3 clusters
  Score: Raw -2691424.931321 + Penalty 3261.217640 = -2688163.713682
  nChanged 6
		SP:Iteration 90Q (51411.790000 sec): 3 clusters
  Score: Raw -2691426.241204 + Penalty 3261.217640 = -2688165.023565
  nChanged 5
		SP:Iteration 91Q (51412.140000 sec): 3 clusters
  Score: Raw -2691428.080062 + Penalty 3261.217640 = -2688166.862422
  nChanged 1
		SP:Iteration 92Q (51412.470000 sec): 3 clusters
  Score: Raw -2691428.226925 + Penalty 3261.217640 = -2688167.009285
  nChanged 0
		SP:Iteration 93F (51412.740000 sec): 3 clusters
  Score: Raw -2691428.226925 + Penalty 3261.217640 = -2688167.009285
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (362609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51414.390000 sec): 2 clusters
  Score: Raw -44099024.083957 + Penalty 2080.175565 = -44096943.908392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51416.170000 sec): 3 clusters
  Score: Raw -43856345.874674 + Penalty 4160.351129 = -43852185.523545
  nChanged 176951
		SP:Iteration 1F (51417.800000 sec): 3 clusters
  Score: Raw -43963012.499508 + Penalty 4160.351129 = -43958852.148379
  nChanged 10267
		SP:Iteration 2Q (51419.540000 sec): 3 clusters
  Score: Raw -43965360.349999 + Penalty 4160.351129 = -43961199.998870
  nChanged 11793
		SP:Iteration 3Q (51421.400000 sec): 3 clusters
  Score: Raw -43968454.344767 + Penalty 4160.351129 = -43964293.993637
  nChanged 13569
		SP:Iteration 4Q (51423.400000 sec): 3 clusters
  Score: Raw -43972507.966714 + Penalty 4160.351129 = -43968347.615585
  nChanged 15267
		SP:Iteration 5Q (51425.270000 sec): 3 clusters
  Score: Raw -43977555.454870 + Penalty 4160.351129 = -43973395.103741
  nChanged 16714
		SP:Iteration 6Q (51427.120000 sec): 3 clusters
  Score: Raw -43983535.706542 + Penalty 4160.351129 = -43979375.355413
  nChanged 17421
		SP:Iteration 7Q (51429.120000 sec): 3 clusters
  Score: Raw -43989944.720849 + Penalty 4160.351129 = -43985784.369720
  nChanged 17204
		SP:Iteration 8Q (51431.150000 sec): 3 clusters
  Score: Raw -43996577.221185 + Penalty 4160.351129 = -43992416.870056
  nChanged 16552
		SP:Iteration 9Q (51433.300000 sec): 3 clusters
  Score: Raw -44003675.814768 + Penalty 4160.351129 = -43999515.463639
  nChanged 16382
		SP:Iteration 10Q (51435.860000 sec): 3 clusters
  Score: Raw -44012273.071413 + Penalty 4160.351129 = -44008112.720283
  nChanged 17212
		SP:Iteration 11Q (51437.770000 sec): 3 clusters
  Score: Raw -44023659.384499 + Penalty 4160.351129 = -44019499.033369
  nChanged 17989
		SP:Iteration 12Q (51439.940000 sec): 3 clusters
  Score: Raw -44038004.186073 + Penalty 4160.351129 = -44033843.834944
  nChanged 17052
		SP:Iteration 13Q (51441.770000 sec): 3 clusters
  Score: Raw -44052975.399974 + Penalty 4160.351129 = -44048815.048845
  nChanged 14103
		SP:Iteration 14Q (51443.440000 sec): 3 clusters
  Score: Raw -44065147.972699 + Penalty 4160.351129 = -44060987.621570
  nChanged 10844
		SP:Iteration 15Q (51445.280000 sec): 3 clusters
  Score: Raw -44073687.412670 + Penalty 4160.351129 = -44069527.061541
  nChanged 8558
		SP:Iteration 16Q (51446.880000 sec): 3 clusters
  Score: Raw -44079923.003321 + Penalty 4160.351129 = -44075762.652191
  nChanged 6960
		SP:Iteration 17Q (51448.450000 sec): 3 clusters
  Score: Raw -44084789.718520 + Penalty 4160.351129 = -44080629.367391
  nChanged 5699
		SP:Iteration 18Q (51450.030000 sec): 3 clusters
  Score: Raw -44088767.829064 + Penalty 4160.351129 = -44084607.477935
  nChanged 4500
		SP:Iteration 19Q (51451.360000 sec): 3 clusters
  Score: Raw -44091905.324447 + Penalty 4160.351129 = -44087744.973318
  nChanged 3409
		SP:Iteration 20F (51453.010000 sec): 3 clusters
  Score: Raw -44094212.458380 + Penalty 4160.351129 = -44090052.107251
  nChanged 2466
		SP:Iteration 21Q (51454.450000 sec): 3 clusters
  Score: Raw -44095802.793076 + Penalty 4160.351129 = -44091642.441947
  nChanged 1879
		SP:Iteration 22Q (51456.010000 sec): 3 clusters
  Score: Raw -44096987.243896 + Penalty 4160.351129 = -44092826.892767
  nChanged 1335
		SP:Iteration 23Q (51457.470000 sec): 3 clusters
  Score: Raw -44097804.146869 + Penalty 4160.351129 = -44093643.795740
  nChanged 986
		SP:Iteration 24Q (51458.810000 sec): 3 clusters
  Score: Raw -44098373.062211 + Penalty 4160.351129 = -44094212.711082
  nChanged 699
		SP:Iteration 25Q (51460.230000 sec): 3 clusters
  Score: Raw -44098763.341525 + Penalty 4160.351129 = -44094602.990395
  nChanged 516
		SP:Iteration 26Q (51461.650000 sec): 3 clusters
  Score: Raw -44099033.245729 + Penalty 4160.351129 = -44094872.894599
  nChanged 374
		SP:Iteration 27Q (51463.260000 sec): 3 clusters
  Score: Raw -44099224.125838 + Penalty 4160.351129 = -44095063.774709
  nChanged 284
		SP:Iteration 28Q (51464.640000 sec): 3 clusters
  Score: Raw -44099371.969762 + Penalty 4160.351129 = -44095211.618632
  nChanged 199
		SP:Iteration 29Q (51466.010000 sec): 3 clusters
  Score: Raw -44099460.399102 + Penalty 4160.351129 = -44095300.047972
  nChanged 146
		SP:Iteration 30Q (51467.410000 sec): 3 clusters
  Score: Raw -44099520.708657 + Penalty 4160.351129 = -44095360.357527
  nChanged 115
		SP:Iteration 31Q (51468.930000 sec): 3 clusters
  Score: Raw -44099562.143289 + Penalty 4160.351129 = -44095401.792160
  nChanged 85
		SP:Iteration 32Q (51470.500000 sec): 3 clusters
  Score: Raw -44099590.560515 + Penalty 4160.351129 = -44095430.209386
  nChanged 63
		SP:Iteration 33Q (51471.960000 sec): 3 clusters
  Score: Raw -44099609.087616 + Penalty 4160.351129 = -44095448.736487
  nChanged 47
		SP:Iteration 34Q (51473.470000 sec): 3 clusters
  Score: Raw -44099621.528487 + Penalty 4160.351129 = -44095461.177358
  nChanged 33
		SP:Iteration 35Q (51474.950000 sec): 3 clusters
  Score: Raw -44099630.090220 + Penalty 4160.351129 = -44095469.739091
  nChanged 18
		SP:Iteration 36Q (51476.570000 sec): 3 clusters
  Score: Raw -44099634.495340 + Penalty 4160.351129 = -44095474.144211
  nChanged 11
		SP:Iteration 37Q (51478.060000 sec): 3 clusters
  Score: Raw -44099636.308906 + Penalty 4160.351129 = -44095475.957777
  nChanged 9
		SP:Iteration 38Q (51479.720000 sec): 3 clusters
  Score: Raw -44099639.715049 + Penalty 4160.351129 = -44095479.363920
  nChanged 16
		SP:Iteration 39Q (51481.180000 sec): 3 clusters
  Score: Raw -44099643.276018 + Penalty 4160.351129 = -44095482.924889
  nChanged 13
		SP:Iteration 40F (51482.810000 sec): 3 clusters
  Score: Raw -44099647.635200 + Penalty 4160.351129 = -44095487.284071
  nChanged 14
		SP:Iteration 41Q (51484.430000 sec): 3 clusters
  Score: Raw -44099651.455071 + Penalty 4160.351129 = -44095491.103942
  nChanged 12
		SP:Iteration 42Q (51486.230000 sec): 3 clusters
  Score: Raw -44099654.085442 + Penalty 4160.351129 = -44095493.734313
  nChanged 12
		SP:Iteration 43Q (51488.400000 sec): 3 clusters
  Score: Raw -44099656.739932 + Penalty 4160.351129 = -44095496.388803
  nChanged 8
		SP:Iteration 44Q (51489.890000 sec): 3 clusters
  Score: Raw -44099659.288509 + Penalty 4160.351129 = -44095498.937380
  nChanged 12
		SP:Iteration 45Q (51491.660000 sec): 3 clusters
  Score: Raw -44099661.838352 + Penalty 4160.351129 = -44095501.487222
  nChanged 12
		SP:Iteration 46Q (51493.140000 sec): 3 clusters
  Score: Raw -44099664.575878 + Penalty 4160.351129 = -44095504.224749
  nChanged 9
		SP:Iteration 47Q (51494.610000 sec): 3 clusters
  Score: Raw -44099666.468518 + Penalty 4160.351129 = -44095506.117388
  nChanged 7
		SP:Iteration 48Q (51496.010000 sec): 3 clusters
  Score: Raw -44099667.801207 + Penalty 4160.351129 = -44095507.450078
  nChanged 5
		SP:Iteration 49Q (51497.520000 sec): 3 clusters
  Score: Raw -44099669.235245 + Penalty 4160.351129 = -44095508.884116
  nChanged 8
		SP:Iteration 50Q (51498.910000 sec): 3 clusters
  Score: Raw -44099670.998789 + Penalty 4160.351129 = -44095510.647659
  nChanged 7
		SP:Iteration 51Q (51500.430000 sec): 3 clusters
  Score: Raw -44099672.348896 + Penalty 4160.351129 = -44095511.997767
  nChanged 8
		SP:Iteration 52Q (51501.810000 sec): 3 clusters
  Score: Raw -44099673.917327 + Penalty 4160.351129 = -44095513.566198
  nChanged 6
		SP:Iteration 53Q (51503.320000 sec): 3 clusters
  Score: Raw -44099675.223738 + Penalty 4160.351129 = -44095514.872608
  nChanged 9
		SP:Iteration 54Q (51504.880000 sec): 3 clusters
  Score: Raw -44099677.610018 + Penalty 4160.351129 = -44095517.258889
  nChanged 14
		SP:Iteration 55Q (51506.360000 sec): 3 clusters
  Score: Raw -44099681.814330 + Penalty 4160.351129 = -44095521.463200
  nChanged 9
		SP:Iteration 56Q (51507.850000 sec): 3 clusters
  Score: Raw -44099684.241921 + Penalty 4160.351129 = -44095523.890791
  nChanged 11
		SP:Iteration 57Q (51509.220000 sec): 3 clusters
  Score: Raw -44099686.952811 + Penalty 4160.351129 = -44095526.601682
  nChanged 12
		SP:Iteration 58Q (51510.720000 sec): 3 clusters
  Score: Raw -44099690.968495 + Penalty 4160.351129 = -44095530.617365
  nChanged 14
		SP:Iteration 59Q (51512.020000 sec): 3 clusters
  Score: Raw -44099694.915419 + Penalty 4160.351129 = -44095534.564290
  nChanged 16
		SP:Iteration 60F (51513.720000 sec): 3 clusters
  Score: Raw -44099700.440761 + Penalty 4160.351129 = -44095540.089632
  nChanged 11
		SP:Iteration 61Q (51515.020000 sec): 3 clusters
  Score: Raw -44099702.921518 + Penalty 4160.351129 = -44095542.570388
  nChanged 4
		SP:Iteration 62Q (51516.420000 sec): 3 clusters
  Score: Raw -44099703.688599 + Penalty 4160.351129 = -44095543.337470
  nChanged 3
		SP:Iteration 63Q (51517.730000 sec): 3 clusters
  Score: Raw -44099704.635918 + Penalty 4160.351129 = -44095544.284789
  nChanged 6
		SP:Iteration 64Q (51519.090000 sec): 3 clusters
  Score: Raw -44099705.968999 + Penalty 4160.351129 = -44095545.617869
  nChanged 4
		SP:Iteration 65Q (51520.500000 sec): 3 clusters
  Score: Raw -44099707.126614 + Penalty 4160.351129 = -44095546.775484
  nChanged 4
		SP:Iteration 66Q (51522.070000 sec): 3 clusters
  Score: Raw -44099707.751963 + Penalty 4160.351129 = -44095547.400834
  nChanged 1
		SP:Iteration 67Q (51523.500000 sec): 3 clusters
  Score: Raw -44099707.886570 + Penalty 4160.351129 = -44095547.535441
  nChanged 1
		SP:Iteration 68Q (51524.840000 sec): 3 clusters
  Score: Raw -44099708.119253 + Penalty 4160.351129 = -44095547.768124
  nChanged 1
		SP:Iteration 69Q (51526.240000 sec): 3 clusters
  Score: Raw -44099708.324751 + Penalty 4160.351129 = -44095547.973621
  nChanged 0
		SP:Iteration 70F (51527.790000 sec): 3 clusters
  Score: Raw -44099708.324751 + Penalty 4160.351129 = -44095547.973621
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51528.120000 sec): 2 clusters
  Score: Raw -1620176.147470 + Penalty 1545.085794 = -1618631.061677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51528.380000 sec): 3 clusters
  Score: Raw -1612265.167790 + Penalty 3090.171588 = -1609174.996202
  nChanged 5993
		SP:Iteration 1F (51528.670000 sec): 3 clusters
  Score: Raw -1615496.663575 + Penalty 3090.171588 = -1612406.491988
  nChanged 725
		SP:Iteration 2F (51528.910000 sec): 3 clusters
  Score: Raw -1615770.381812 + Penalty 3090.171588 = -1612680.210224
  nChanged 624
		SP:Iteration 3Q (51529.190000 sec): 3 clusters
  Score: Raw -1615995.980066 + Penalty 3090.171588 = -1612905.808478
  nChanged 546
		SP:Iteration 4Q (51529.430000 sec): 3 clusters
  Score: Raw -1616185.304338 + Penalty 3090.171588 = -1613095.132750
  nChanged 471
		SP:Iteration 5Q (51529.680000 sec): 3 clusters
  Score: Raw -1616345.373730 + Penalty 3090.171588 = -1613255.202143
  nChanged 487
		SP:Iteration 6Q (51529.910000 sec): 3 clusters
  Score: Raw -1616531.656047 + Penalty 3090.171588 = -1613441.484460
  nChanged 470
		SP:Iteration 7Q (51530.200000 sec): 3 clusters
  Score: Raw -1616736.376582 + Penalty 3090.171588 = -1613646.204994
  nChanged 508
		SP:Iteration 8Q (51530.460000 sec): 3 clusters
  Score: Raw -1616958.812800 + Penalty 3090.171588 = -1613868.641213
  nChanged 526
		SP:Iteration 9Q (51530.710000 sec): 3 clusters
  Score: Raw -1617224.688649 + Penalty 3090.171588 = -1614134.517062
  nChanged 533
		SP:Iteration 10Q (51530.900000 sec): 3 clusters
  Score: Raw -1617538.828768 + Penalty 3090.171588 = -1614448.657180
  nChanged 577
		SP:Iteration 11Q (51531.170000 sec): 3 clusters
  Score: Raw -1617875.995669 + Penalty 3090.171588 = -1614785.824082
  nChanged 510
		SP:Iteration 12Q (51531.380000 sec): 3 clusters
  Score: Raw -1618145.656594 + Penalty 3090.171588 = -1615055.485007
  nChanged 437
		SP:Iteration 13Q (51531.630000 sec): 3 clusters
  Score: Raw -1618348.996175 + Penalty 3090.171588 = -1615258.824587
  nChanged 355
		SP:Iteration 14Q (51531.890000 sec): 3 clusters
  Score: Raw -1618520.143422 + Penalty 3090.171588 = -1615429.971834
  nChanged 308
		SP:Iteration 15Q (51532.150000 sec): 3 clusters
  Score: Raw -1618660.185978 + Penalty 3090.171588 = -1615570.014390
  nChanged 270
		SP:Iteration 16Q (51532.420000 sec): 3 clusters
  Score: Raw -1618799.194886 + Penalty 3090.171588 = -1615709.023298
  nChanged 264
		SP:Iteration 17Q (51532.660000 sec): 3 clusters
  Score: Raw -1618928.004640 + Penalty 3090.171588 = -1615837.833052
  nChanged 251
		SP:Iteration 18Q (51532.930000 sec): 3 clusters
  Score: Raw -1619061.568424 + Penalty 3090.171588 = -1615971.396836
  nChanged 233
		SP:Iteration 19Q (51533.210000 sec): 3 clusters
  Score: Raw -1619177.615434 + Penalty 3090.171588 = -1616087.443847
  nChanged 236
		SP:Iteration 20F (51533.440000 sec): 3 clusters
  Score: Raw -1619299.231301 + Penalty 3090.171588 = -1616209.059713
  nChanged 239
		SP:Iteration 21Q (51533.710000 sec): 3 clusters
  Score: Raw -1619420.438839 + Penalty 3090.171588 = -1616330.267251
  nChanged 237
		SP:Iteration 22Q (51533.950000 sec): 3 clusters
  Score: Raw -1619539.925807 + Penalty 3090.171588 = -1616449.754219
  nChanged 200
		SP:Iteration 23Q (51534.160000 sec): 3 clusters
  Score: Raw -1619629.934755 + Penalty 3090.171588 = -1616539.763167
  nChanged 178
		SP:Iteration 24Q (51534.430000 sec): 3 clusters
  Score: Raw -1619699.570823 + Penalty 3090.171588 = -1616609.399235
  nChanged 157
		SP:Iteration 25Q (51534.670000 sec): 3 clusters
  Score: Raw -1619755.283887 + Penalty 3090.171588 = -1616665.112299
  nChanged 142
		SP:Iteration 26Q (51534.930000 sec): 3 clusters
  Score: Raw -1619803.264657 + Penalty 3090.171588 = -1616713.093070
  nChanged 125
		SP:Iteration 27Q (51535.220000 sec): 3 clusters
  Score: Raw -1619844.810033 + Penalty 3090.171588 = -1616754.638445
  nChanged 126
		SP:Iteration 28Q (51535.430000 sec): 3 clusters
  Score: Raw -1619884.056993 + Penalty 3090.171588 = -1616793.885405
  nChanged 115
		SP:Iteration 29Q (51535.690000 sec): 3 clusters
  Score: Raw -1619919.358863 + Penalty 3090.171588 = -1616829.187276
  nChanged 112
		SP:Iteration 30Q (51535.960000 sec): 3 clusters
  Score: Raw -1619954.393361 + Penalty 3090.171588 = -1616864.221773
  nChanged 107
		SP:Iteration 31Q (51536.190000 sec): 3 clusters
  Score: Raw -1619990.550005 + Penalty 3090.171588 = -1616900.378417
  nChanged 118
		SP:Iteration 32Q (51536.440000 sec): 3 clusters
  Score: Raw -1620034.377067 + Penalty 3090.171588 = -1616944.205479
  nChanged 114
		SP:Iteration 33Q (51536.640000 sec): 3 clusters
  Score: Raw -1620080.319228 + Penalty 3090.171588 = -1616990.147641
  nChanged 115
		SP:Iteration 34Q (51536.930000 sec): 3 clusters
  Score: Raw -1620124.552091 + Penalty 3090.171588 = -1617034.380504
  nChanged 109
		SP:Iteration 35Q (51537.160000 sec): 3 clusters
  Score: Raw -1620165.664910 + Penalty 3090.171588 = -1617075.493323
  nChanged 106
		SP:Iteration 36Q (51537.470000 sec): 3 clusters
  Score: Raw -1620203.801116 + Penalty 3090.171588 = -1617113.629528
  nChanged 90
		SP:Iteration 37Q (51537.750000 sec): 3 clusters
  Score: Raw -1620231.971581 + Penalty 3090.171588 = -1617141.799993
  nChanged 81
		SP:Iteration 38Q (51537.930000 sec): 3 clusters
  Score: Raw -1620255.988582 + Penalty 3090.171588 = -1617165.816994
  nChanged 79
		SP:Iteration 39Q (51538.170000 sec): 3 clusters
  Score: Raw -1620276.124438 + Penalty 3090.171588 = -1617185.952850
  nChanged 59
		SP:Iteration 40F (51538.420000 sec): 3 clusters
  Score: Raw -1620289.748390 + Penalty 3090.171588 = -1617199.576802
  nChanged 54
		SP:Iteration 41Q (51538.640000 sec): 3 clusters
  Score: Raw -1620302.222180 + Penalty 3090.171588 = -1617212.050593
  nChanged 47
		SP:Iteration 42Q (51538.840000 sec): 3 clusters
  Score: Raw -1620311.985002 + Penalty 3090.171588 = -1617221.813415
  nChanged 37
		SP:Iteration 43Q (51539.090000 sec): 3 clusters
  Score: Raw -1620321.212498 + Penalty 3090.171588 = -1617231.040911
  nChanged 50
		SP:Iteration 44Q (51539.290000 sec): 3 clusters
  Score: Raw -1620333.770618 + Penalty 3090.171588 = -1617243.599030
  nChanged 50
		SP:Iteration 45Q (51539.570000 sec): 3 clusters
  Score: Raw -1620345.400434 + Penalty 3090.171588 = -1617255.228847
  nChanged 38
		SP:Iteration 46Q (51539.860000 sec): 3 clusters
  Score: Raw -1620355.175240 + Penalty 3090.171588 = -1617265.003653
  nChanged 31
		SP:Iteration 47Q (51540.070000 sec): 3 clusters
  Score: Raw -1620359.764707 + Penalty 3090.171588 = -1617269.593120
  nChanged 21
		SP:Iteration 48Q (51540.290000 sec): 3 clusters
  Score: Raw -1620362.462032 + Penalty 3090.171588 = -1617272.290444
  nChanged 14
		SP:Iteration 49Q (51540.510000 sec): 3 clusters
  Score: Raw -1620364.642447 + Penalty 3090.171588 = -1617274.470859
  nChanged 13
		SP:Iteration 50Q (51540.720000 sec): 3 clusters
  Score: Raw -1620366.550088 + Penalty 3090.171588 = -1617276.378500
  nChanged 10
		SP:Iteration 51Q (51540.960000 sec): 3 clusters
  Score: Raw -1620369.005218 + Penalty 3090.171588 = -1617278.833630
  nChanged 15
		SP:Iteration 52Q (51541.160000 sec): 3 clusters
  Score: Raw -1620372.653968 + Penalty 3090.171588 = -1617282.482380
  nChanged 22
		SP:Iteration 53Q (51541.350000 sec): 3 clusters
  Score: Raw -1620377.885617 + Penalty 3090.171588 = -1617287.714029
  nChanged 21
		SP:Iteration 54Q (51541.600000 sec): 3 clusters
  Score: Raw -1620382.483375 + Penalty 3090.171588 = -1617292.311787
  nChanged 14
		SP:Iteration 55Q (51541.790000 sec): 3 clusters
  Score: Raw -1620385.431576 + Penalty 3090.171588 = -1617295.259988
  nChanged 21
		SP:Iteration 56Q (51542.030000 sec): 3 clusters
  Score: Raw -1620389.983169 + Penalty 3090.171588 = -1617299.811581
  nChanged 15
		SP:Iteration 57Q (51542.280000 sec): 3 clusters
  Score: Raw -1620392.691626 + Penalty 3090.171588 = -1617302.520038
  nChanged 12
		SP:Iteration 58Q (51542.540000 sec): 3 clusters
  Score: Raw -1620394.244493 + Penalty 3090.171588 = -1617304.072906
  nChanged 13
		SP:Iteration 59Q (51542.700000 sec): 3 clusters
  Score: Raw -1620395.857214 + Penalty 3090.171588 = -1617305.685626
  nChanged 11
		SP:Iteration 60F (51542.910000 sec): 3 clusters
  Score: Raw -1620397.486191 + Penalty 3090.171588 = -1617307.314603
  nChanged 11
		SP:Iteration 61Q (51543.080000 sec): 3 clusters
  Score: Raw -1620398.881556 + Penalty 3090.171588 = -1617308.709969
  nChanged 8
		SP:Iteration 62Q (51543.300000 sec): 3 clusters
  Score: Raw -1620399.580354 + Penalty 3090.171588 = -1617309.408766
  nChanged 4
		SP:Iteration 63Q (51543.460000 sec): 3 clusters
  Score: Raw -1620400.119427 + Penalty 3090.171588 = -1617309.947840
  nChanged 6
		SP:Iteration 64Q (51543.730000 sec): 3 clusters
  Score: Raw -1620400.927994 + Penalty 3090.171588 = -1617310.756406
  nChanged 7
		SP:Iteration 65Q (51543.940000 sec): 3 clusters
  Score: Raw -1620402.625393 + Penalty 3090.171588 = -1617312.453805
  nChanged 13
		SP:Iteration 66Q (51544.120000 sec): 3 clusters
  Score: Raw -1620405.892676 + Penalty 3090.171588 = -1617315.721089
  nChanged 24
		SP:Iteration 67Q (51544.350000 sec): 3 clusters
  Score: Raw -1620411.945894 + Penalty 3090.171588 = -1617321.774307
  nChanged 29
		SP:Iteration 68Q (51544.550000 sec): 3 clusters
  Score: Raw -1620420.002076 + Penalty 3090.171588 = -1617329.830488
  nChanged 33
		SP:Iteration 69Q (51544.750000 sec): 3 clusters
  Score: Raw -1620426.921317 + Penalty 3090.171588 = -1617336.749729
  nChanged 30
		SP:Iteration 70Q (51544.950000 sec): 3 clusters
  Score: Raw -1620434.413580 + Penalty 3090.171588 = -1617344.241992
  nChanged 33
		SP:Iteration 71Q (51545.150000 sec): 3 clusters
  Score: Raw -1620442.774793 + Penalty 3090.171588 = -1617352.603206
  nChanged 33
		SP:Iteration 72Q (51545.420000 sec): 3 clusters
  Score: Raw -1620450.052926 + Penalty 3090.171588 = -1617359.881338
  nChanged 29
		SP:Iteration 73Q (51545.630000 sec): 3 clusters
  Score: Raw -1620457.438560 + Penalty 3090.171588 = -1617367.266972
  nChanged 25
		SP:Iteration 74Q (51545.830000 sec): 3 clusters
  Score: Raw -1620462.709261 + Penalty 3090.171588 = -1617372.537674
  nChanged 22
		SP:Iteration 75Q (51546.070000 sec): 3 clusters
  Score: Raw -1620467.196102 + Penalty 3090.171588 = -1617377.024515
  nChanged 25
		SP:Iteration 76Q (51546.240000 sec): 3 clusters
  Score: Raw -1620472.162776 + Penalty 3090.171588 = -1617381.991188
  nChanged 29
		SP:Iteration 77Q (51546.440000 sec): 3 clusters
  Score: Raw -1620478.869796 + Penalty 3090.171588 = -1617388.698208
  nChanged 23
		SP:Iteration 78Q (51546.680000 sec): 3 clusters
  Score: Raw -1620483.745452 + Penalty 3090.171588 = -1617393.573865
  nChanged 14
		SP:Iteration 79Q (51546.850000 sec): 3 clusters
  Score: Raw -1620486.135452 + Penalty 3090.171588 = -1617395.963864
  nChanged 15
		SP:Iteration 80F (51547.050000 sec): 3 clusters
  Score: Raw -1620488.036367 + Penalty 3090.171588 = -1617397.864779
  nChanged 13
		SP:Iteration 81Q (51547.260000 sec): 3 clusters
  Score: Raw -1620490.112127 + Penalty 3090.171588 = -1617399.940540
  nChanged 6
		SP:Iteration 82Q (51547.500000 sec): 3 clusters
  Score: Raw -1620491.026580 + Penalty 3090.171588 = -1617400.854993
  nChanged 4
		SP:Iteration 83Q (51547.740000 sec): 3 clusters
  Score: Raw -1620491.328866 + Penalty 3090.171588 = -1617401.157279
  nChanged 2
		SP:Iteration 84Q (51547.940000 sec): 3 clusters
  Score: Raw -1620491.498467 + Penalty 3090.171588 = -1617401.326880
  nChanged 4
		SP:Iteration 85Q (51548.180000 sec): 3 clusters
  Score: Raw -1620491.812569 + Penalty 3090.171588 = -1617401.640981
  nChanged 2
		SP:Iteration 86Q (51548.450000 sec): 3 clusters
  Score: Raw -1620492.034504 + Penalty 3090.171588 = -1617401.862917
  nChanged 2
		SP:Iteration 87Q (51548.620000 sec): 3 clusters
  Score: Raw -1620492.465610 + Penalty 3090.171588 = -1617402.294023
  nChanged 1
		SP:Iteration 88Q (51548.860000 sec): 3 clusters
  Score: Raw -1620492.516836 + Penalty 3090.171588 = -1617402.345248
  nChanged 0
		SP:Iteration 89F (51549.130000 sec): 3 clusters
  Score: Raw -1620492.516836 + Penalty 3090.171588 = -1617402.345248
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (41654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51549.440000 sec): 2 clusters
  Score: Raw -4728718.865732 + Penalty 1728.537311 = -4726990.328422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51549.800000 sec): 3 clusters
  Score: Raw -4702510.374168 + Penalty 3457.074621 = -4699053.299547
  nChanged 19409
		SP:Iteration 1F (51550.220000 sec): 3 clusters
  Score: Raw -4713987.072396 + Penalty 3457.074621 = -4710529.997774
  nChanged 2116
		SP:Iteration 2F (51550.640000 sec): 3 clusters
  Score: Raw -4715013.809694 + Penalty 3457.074621 = -4711556.735073
  nChanged 2413
		SP:Iteration 3F (51551.050000 sec): 3 clusters
  Score: Raw -4716411.611271 + Penalty 3457.074621 = -4712954.536649
  nChanged 2614
		SP:Iteration 4F (51551.480000 sec): 3 clusters
  Score: Raw -4718175.751079 + Penalty 3457.074621 = -4714718.676458
  nChanged 2741
		SP:Iteration 5F (51551.940000 sec): 3 clusters
  Score: Raw -4720159.892252 + Penalty 3457.074621 = -4716702.817631
  nChanged 2762
		SP:Iteration 6F (51552.380000 sec): 3 clusters
  Score: Raw -4722079.134853 + Penalty 3457.074621 = -4718622.060231
  nChanged 2434
		SP:Iteration 7F (51552.760000 sec): 3 clusters
  Score: Raw -4723558.495360 + Penalty 3457.074621 = -4720101.420738
  nChanged 1911
		SP:Iteration 8Q (51553.170000 sec): 3 clusters
  Score: Raw -4724462.320106 + Penalty 3457.074621 = -4721005.245484
  nChanged 1372
		SP:Iteration 9Q (51553.580000 sec): 3 clusters
  Score: Raw -4725002.912638 + Penalty 3457.074621 = -4721545.838017
  nChanged 1026
		SP:Iteration 10Q (51553.970000 sec): 3 clusters
  Score: Raw -4725372.131419 + Penalty 3457.074621 = -4721915.056798
  nChanged 865
		SP:Iteration 11Q (51554.330000 sec): 3 clusters
  Score: Raw -4725664.849111 + Penalty 3457.074621 = -4722207.774489
  nChanged 760
		SP:Iteration 12Q (51554.790000 sec): 3 clusters
  Score: Raw -4725906.697006 + Penalty 3457.074621 = -4722449.622384
  nChanged 736
		SP:Iteration 13Q (51555.200000 sec): 3 clusters
  Score: Raw -4726127.773105 + Penalty 3457.074621 = -4722670.698483
  nChanged 665
		SP:Iteration 14Q (51555.600000 sec): 3 clusters
  Score: Raw -4726322.063936 + Penalty 3457.074621 = -4722864.989315
  nChanged 636
		SP:Iteration 15Q (51555.960000 sec): 3 clusters
  Score: Raw -4726520.004130 + Penalty 3457.074621 = -4723062.929508
  nChanged 684
		SP:Iteration 16Q (51556.340000 sec): 3 clusters
  Score: Raw -4726747.795487 + Penalty 3457.074621 = -4723290.720865
  nChanged 674
		SP:Iteration 17Q (51556.670000 sec): 3 clusters
  Score: Raw -4726989.361453 + Penalty 3457.074621 = -4723532.286831
  nChanged 678
		SP:Iteration 18Q (51557.090000 sec): 3 clusters
  Score: Raw -4727217.211315 + Penalty 3457.074621 = -4723760.136693
  nChanged 691
		SP:Iteration 19Q (51557.460000 sec): 3 clusters
  Score: Raw -4727459.529905 + Penalty 3457.074621 = -4724002.455284
  nChanged 691
		SP:Iteration 20F (51557.800000 sec): 3 clusters
  Score: Raw -4727718.598300 + Penalty 3457.074621 = -4724261.523679
  nChanged 646
		SP:Iteration 21Q (51558.170000 sec): 3 clusters
  Score: Raw -4727953.611914 + Penalty 3457.074621 = -4724496.537293
  nChanged 621
		SP:Iteration 22Q (51558.550000 sec): 3 clusters
  Score: Raw -4728182.695689 + Penalty 3457.074621 = -4724725.621067
  nChanged 571
		SP:Iteration 23Q (51558.890000 sec): 3 clusters
  Score: Raw -4728392.009323 + Penalty 3457.074621 = -4724934.934702
  nChanged 509
		SP:Iteration 24Q (51559.250000 sec): 3 clusters
  Score: Raw -4728572.293065 + Penalty 3457.074621 = -4725115.218444
  nChanged 462
		SP:Iteration 25Q (51559.590000 sec): 3 clusters
  Score: Raw -4728731.179979 + Penalty 3457.074621 = -4725274.105357
  nChanged 382
		SP:Iteration 26Q (51559.970000 sec): 3 clusters
  Score: Raw -4728859.020955 + Penalty 3457.074621 = -4725401.946334
  nChanged 360
		SP:Iteration 27Q (51560.350000 sec): 3 clusters
  Score: Raw -4728981.071403 + Penalty 3457.074621 = -4725523.996782
  nChanged 317
		SP:Iteration 28Q (51560.730000 sec): 3 clusters
  Score: Raw -4729081.257848 + Penalty 3457.074621 = -4725624.183226
  nChanged 260
		SP:Iteration 29Q (51561.060000 sec): 3 clusters
  Score: Raw -4729172.802186 + Penalty 3457.074621 = -4725715.727565
  nChanged 235
		SP:Iteration 30Q (51561.500000 sec): 3 clusters
  Score: Raw -4729251.774767 + Penalty 3457.074621 = -4725794.700146
  nChanged 205
		SP:Iteration 31Q (51561.860000 sec): 3 clusters
  Score: Raw -4729308.897351 + Penalty 3457.074621 = -4725851.822730
  nChanged 148
		SP:Iteration 32Q (51562.240000 sec): 3 clusters
  Score: Raw -4729344.691673 + Penalty 3457.074621 = -4725887.617051
  nChanged 112
		SP:Iteration 33Q (51562.660000 sec): 3 clusters
  Score: Raw -4729373.133336 + Penalty 3457.074621 = -4725916.058715
  nChanged 110
		SP:Iteration 34Q (51562.990000 sec): 3 clusters
  Score: Raw -4729398.124930 + Penalty 3457.074621 = -4725941.050309
  nChanged 93
		SP:Iteration 35Q (51563.340000 sec): 3 clusters
  Score: Raw -4729418.706929 + Penalty 3457.074621 = -4725961.632307
  nChanged 77
		SP:Iteration 36Q (51563.780000 sec): 3 clusters
  Score: Raw -4729434.422408 + Penalty 3457.074621 = -4725977.347786
  nChanged 61
		SP:Iteration 37Q (51564.150000 sec): 3 clusters
  Score: Raw -4729448.511450 + Penalty 3457.074621 = -4725991.436828
  nChanged 59
		SP:Iteration 38Q (51564.500000 sec): 3 clusters
  Score: Raw -4729462.018149 + Penalty 3457.074621 = -4726004.943527
  nChanged 52
		SP:Iteration 39Q (51564.850000 sec): 3 clusters
  Score: Raw -4729474.253374 + Penalty 3457.074621 = -4726017.178752
  nChanged 47
		SP:Iteration 40F (51565.160000 sec): 3 clusters
  Score: Raw -4729485.865373 + Penalty 3457.074621 = -4726028.790751
  nChanged 54
		SP:Iteration 41Q (51565.540000 sec): 3 clusters
  Score: Raw -4729497.797462 + Penalty 3457.074621 = -4726040.722841
  nChanged 46
		SP:Iteration 42Q (51565.950000 sec): 3 clusters
  Score: Raw -4729508.837219 + Penalty 3457.074621 = -4726051.762598
  nChanged 42
		SP:Iteration 43Q (51566.320000 sec): 3 clusters
  Score: Raw -4729517.392595 + Penalty 3457.074621 = -4726060.317973
  nChanged 33
		SP:Iteration 44Q (51566.680000 sec): 3 clusters
  Score: Raw -4729523.882966 + Penalty 3457.074621 = -4726066.808344
  nChanged 32
		SP:Iteration 45Q (51566.980000 sec): 3 clusters
  Score: Raw -4729530.421270 + Penalty 3457.074621 = -4726073.346649
  nChanged 28
		SP:Iteration 46Q (51567.380000 sec): 3 clusters
  Score: Raw -4729534.937201 + Penalty 3457.074621 = -4726077.862580
  nChanged 16
		SP:Iteration 47Q (51567.710000 sec): 3 clusters
  Score: Raw -4729538.049362 + Penalty 3457.074621 = -4726080.974740
  nChanged 13
		SP:Iteration 48Q (51568.120000 sec): 3 clusters
  Score: Raw -4729540.219156 + Penalty 3457.074621 = -4726083.144534
  nChanged 16
		SP:Iteration 49Q (51568.470000 sec): 3 clusters
  Score: Raw -4729544.260125 + Penalty 3457.074621 = -4726087.185503
  nChanged 24
		SP:Iteration 50Q (51568.900000 sec): 3 clusters
  Score: Raw -4729549.409313 + Penalty 3457.074621 = -4726092.334692
  nChanged 20
		SP:Iteration 51Q (51569.250000 sec): 3 clusters
  Score: Raw -4729553.173555 + Penalty 3457.074621 = -4726096.098934
  nChanged 13
		SP:Iteration 52Q (51569.630000 sec): 3 clusters
  Score: Raw -4729555.700457 + Penalty 3457.074621 = -4726098.625836
  nChanged 16
		SP:Iteration 53Q (51569.980000 sec): 3 clusters
  Score: Raw -4729557.940566 + Penalty 3457.074621 = -4726100.865944
  nChanged 8
		SP:Iteration 54Q (51570.370000 sec): 3 clusters
  Score: Raw -4729559.019841 + Penalty 3457.074621 = -4726101.945219
  nChanged 8
		SP:Iteration 55Q (51570.710000 sec): 3 clusters
  Score: Raw -4729560.074175 + Penalty 3457.074621 = -4726102.999553
  nChanged 5
		SP:Iteration 56Q (51571.090000 sec): 3 clusters
  Score: Raw -4729560.694449 + Penalty 3457.074621 = -4726103.619827
  nChanged 2
		SP:Iteration 57Q (51571.470000 sec): 3 clusters
  Score: Raw -4729561.033851 + Penalty 3457.074621 = -4726103.959230
  nChanged 2
		SP:Iteration 58Q (51571.820000 sec): 3 clusters
  Score: Raw -4729561.400888 + Penalty 3457.074621 = -4726104.326267
  nChanged 5
		SP:Iteration 59Q (51572.200000 sec): 3 clusters
  Score: Raw -4729561.947389 + Penalty 3457.074621 = -4726104.872767
  nChanged 3
		SP:Iteration 60F (51572.540000 sec): 3 clusters
  Score: Raw -4729562.273601 + Penalty 3457.074621 = -4726105.198979
  nChanged 1
		SP:Iteration 61Q (51572.860000 sec): 3 clusters
  Score: Raw -4729562.414782 + Penalty 3457.074621 = -4726105.340160
  nChanged 1
		SP:Iteration 62Q (51573.210000 sec): 3 clusters
  Score: Raw -4729562.692045 + Penalty 3457.074621 = -4726105.617423
  nChanged 2
		SP:Iteration 63Q (51573.620000 sec): 3 clusters
  Score: Raw -4729562.928636 + Penalty 3457.074621 = -4726105.854015
  nChanged 1
		SP:Iteration 64Q (51574.000000 sec): 3 clusters
  Score: Raw -4729563.163374 + Penalty 3457.074621 = -4726106.088753
  nChanged 3
		SP:Iteration 65Q (51574.320000 sec): 3 clusters
  Score: Raw -4729563.861110 + Penalty 3457.074621 = -4726106.786489
  nChanged 4
		SP:Iteration 66Q (51574.670000 sec): 3 clusters
  Score: Raw -4729564.336459 + Penalty 3457.074621 = -4726107.261837
  nChanged 3
		SP:Iteration 67Q (51575.010000 sec): 3 clusters
  Score: Raw -4729564.782903 + Penalty 3457.074621 = -4726107.708282
  nChanged 5
		SP:Iteration 68Q (51575.330000 sec): 3 clusters
  Score: Raw -4729565.487677 + Penalty 3457.074621 = -4726108.413056
  nChanged 6
		SP:Iteration 69Q (51575.670000 sec): 3 clusters
  Score: Raw -4729566.276004 + Penalty 3457.074621 = -4726109.201382
  nChanged 4
		SP:Iteration 70Q (51576.020000 sec): 3 clusters
  Score: Raw -4729567.224260 + Penalty 3457.074621 = -4726110.149638
  nChanged 7
		SP:Iteration 71Q (51576.370000 sec): 3 clusters
  Score: Raw -4729568.091320 + Penalty 3457.074621 = -4726111.016699
  nChanged 4
		SP:Iteration 72Q (51576.690000 sec): 3 clusters
  Score: Raw -4729568.366218 + Penalty 3457.074621 = -4726111.291597
  nChanged 1
		SP:Iteration 73Q (51577.020000 sec): 3 clusters
  Score: Raw -4729568.424740 + Penalty 3457.074621 = -4726111.350118
  nChanged 1
		SP:Iteration 74Q (51577.400000 sec): 3 clusters
  Score: Raw -4729568.669281 + Penalty 3457.074621 = -4726111.594660
  nChanged 3
		SP:Iteration 75Q (51577.740000 sec): 3 clusters
  Score: Raw -4729569.491125 + Penalty 3457.074621 = -4726112.416503
  nChanged 3
		SP:Iteration 76Q (51578.140000 sec): 3 clusters
  Score: Raw -4729569.848066 + Penalty 3457.074621 = -4726112.773445
  nChanged 0
		SP:Iteration 77F (51578.490000 sec): 3 clusters
  Score: Raw -4729569.848066 + Penalty 3457.074621 = -4726112.773445
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (23203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51578.750000 sec): 2 clusters
  Score: Raw -2667245.257679 + Penalty 1633.455990 = -2665611.801689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51579.000000 sec): 3 clusters
  Score: Raw -2652981.294186 + Penalty 3266.911979 = -2649714.382207
  nChanged 10641
		SP:Iteration 1F (51579.310000 sec): 3 clusters
  Score: Raw -2658962.185831 + Penalty 3266.911979 = -2655695.273852
  nChanged 1177
		SP:Iteration 2F (51579.630000 sec): 3 clusters
  Score: Raw -2659390.191783 + Penalty 3266.911979 = -2656123.279803
  nChanged 1107
		SP:Iteration 3Q (51579.930000 sec): 3 clusters
  Score: Raw -2659858.746391 + Penalty 3266.911979 = -2656591.834412
  nChanged 1165
		SP:Iteration 4F (51580.250000 sec): 3 clusters
  Score: Raw -2660444.690360 + Penalty 3266.911979 = -2657177.778381
  nChanged 1244
		SP:Iteration 5F (51580.560000 sec): 3 clusters
  Score: Raw -2661174.524062 + Penalty 3266.911979 = -2657907.612083
  nChanged 1351
		SP:Iteration 6F (51580.810000 sec): 3 clusters
  Score: Raw -2662103.612705 + Penalty 3266.911979 = -2658836.700726
  nChanged 1514
		SP:Iteration 7F (51581.050000 sec): 3 clusters
  Score: Raw -2663210.620189 + Penalty 3266.911979 = -2659943.708209
  nChanged 1472
		SP:Iteration 8F (51581.350000 sec): 3 clusters
  Score: Raw -2664329.634195 + Penalty 3266.911979 = -2661062.722216
  nChanged 1308
		SP:Iteration 9F (51581.570000 sec): 3 clusters
  Score: Raw -2665234.974676 + Penalty 3266.911979 = -2661968.062697
  nChanged 995
		SP:Iteration 10Q (51581.870000 sec): 3 clusters
  Score: Raw -2665822.211960 + Penalty 3266.911979 = -2662555.299981
  nChanged 683
		SP:Iteration 11Q (51582.150000 sec): 3 clusters
  Score: Raw -2666161.743505 + Penalty 3266.911979 = -2662894.831526
  nChanged 494
		SP:Iteration 12Q (51582.380000 sec): 3 clusters
  Score: Raw -2666365.799525 + Penalty 3266.911979 = -2663098.887545
  nChanged 397
		SP:Iteration 13Q (51582.670000 sec): 3 clusters
  Score: Raw -2666516.765632 + Penalty 3266.911979 = -2663249.853653
  nChanged 323
		SP:Iteration 14Q (51582.950000 sec): 3 clusters
  Score: Raw -2666638.658797 + Penalty 3266.911979 = -2663371.746817
  nChanged 284
		SP:Iteration 15Q (51583.250000 sec): 3 clusters
  Score: Raw -2666736.891198 + Penalty 3266.911979 = -2663469.979218
  nChanged 272
		SP:Iteration 16Q (51583.550000 sec): 3 clusters
  Score: Raw -2666824.659813 + Penalty 3266.911979 = -2663557.747833
  nChanged 254
		SP:Iteration 17Q (51583.870000 sec): 3 clusters
  Score: Raw -2666916.142281 + Penalty 3266.911979 = -2663649.230302
  nChanged 258
		SP:Iteration 18Q (51584.170000 sec): 3 clusters
  Score: Raw -2667009.406494 + Penalty 3266.911979 = -2663742.494514
  nChanged 229
		SP:Iteration 19Q (51584.470000 sec): 3 clusters
  Score: Raw -2667084.103998 + Penalty 3266.911979 = -2663817.192018
  nChanged 200
		SP:Iteration 20F (51584.760000 sec): 3 clusters
  Score: Raw -2667146.225051 + Penalty 3266.911979 = -2663879.313072
  nChanged 184
		SP:Iteration 21Q (51585.050000 sec): 3 clusters
  Score: Raw -2667200.631842 + Penalty 3266.911979 = -2663933.719863
  nChanged 169
		SP:Iteration 22Q (51585.330000 sec): 3 clusters
  Score: Raw -2667249.750473 + Penalty 3266.911979 = -2663982.838494
  nChanged 154
		SP:Iteration 23Q (51585.630000 sec): 3 clusters
  Score: Raw -2667291.805792 + Penalty 3266.911979 = -2664024.893813
  nChanged 144
		SP:Iteration 24Q (51585.960000 sec): 3 clusters
  Score: Raw -2667328.342929 + Penalty 3266.911979 = -2664061.430950
  nChanged 132
		SP:Iteration 25Q (51586.280000 sec): 3 clusters
  Score: Raw -2667363.997633 + Penalty 3266.911979 = -2664097.085654
  nChanged 128
		SP:Iteration 26Q (51586.590000 sec): 3 clusters
  Score: Raw -2667401.569668 + Penalty 3266.911979 = -2664134.657688
  nChanged 139
		SP:Iteration 27Q (51586.890000 sec): 3 clusters
  Score: Raw -2667434.950587 + Penalty 3266.911979 = -2664168.038608
  nChanged 103
		SP:Iteration 28Q (51587.130000 sec): 3 clusters
  Score: Raw -2667462.219369 + Penalty 3266.911979 = -2664195.307390
  nChanged 110
		SP:Iteration 29Q (51587.470000 sec): 3 clusters
  Score: Raw -2667493.296935 + Penalty 3266.911979 = -2664226.384956
  nChanged 115
		SP:Iteration 30Q (51587.730000 sec): 3 clusters
  Score: Raw -2667525.515641 + Penalty 3266.911979 = -2664258.603662
  nChanged 105
		SP:Iteration 31Q (51588.050000 sec): 3 clusters
  Score: Raw -2667550.158373 + Penalty 3266.911979 = -2664283.246394
  nChanged 100
		SP:Iteration 32Q (51588.320000 sec): 3 clusters
  Score: Raw -2667573.501560 + Penalty 3266.911979 = -2664306.589581
  nChanged 87
		SP:Iteration 33Q (51588.610000 sec): 3 clusters
  Score: Raw -2667593.957182 + Penalty 3266.911979 = -2664327.045202
  nChanged 77
		SP:Iteration 34Q (51588.920000 sec): 3 clusters
  Score: Raw -2667609.333839 + Penalty 3266.911979 = -2664342.421859
  nChanged 69
		SP:Iteration 35Q (51589.180000 sec): 3 clusters
  Score: Raw -2667624.200781 + Penalty 3266.911979 = -2664357.288802
  nChanged 64
		SP:Iteration 36Q (51589.470000 sec): 3 clusters
  Score: Raw -2667637.368329 + Penalty 3266.911979 = -2664370.456350
  nChanged 61
		SP:Iteration 37Q (51589.750000 sec): 3 clusters
  Score: Raw -2667647.525498 + Penalty 3266.911979 = -2664380.613518
  nChanged 53
		SP:Iteration 38Q (51590.060000 sec): 3 clusters
  Score: Raw -2667656.968456 + Penalty 3266.911979 = -2664390.056477
  nChanged 52
		SP:Iteration 39Q (51590.410000 sec): 3 clusters
  Score: Raw -2667667.488249 + Penalty 3266.911979 = -2664400.576269
  nChanged 49
		SP:Iteration 40F (51590.730000 sec): 3 clusters
  Score: Raw -2667677.508736 + Penalty 3266.911979 = -2664410.596757
  nChanged 60
		SP:Iteration 41Q (51591.050000 sec): 3 clusters
  Score: Raw -2667689.598531 + Penalty 3266.911979 = -2664422.686552
  nChanged 58
		SP:Iteration 42Q (51591.300000 sec): 3 clusters
  Score: Raw -2667702.195594 + Penalty 3266.911979 = -2664435.283614
  nChanged 52
		SP:Iteration 43Q (51591.650000 sec): 3 clusters
  Score: Raw -2667711.732406 + Penalty 3266.911979 = -2664444.820426
  nChanged 54
		SP:Iteration 44Q (51591.920000 sec): 3 clusters
  Score: Raw -2667722.569821 + Penalty 3266.911979 = -2664455.657841
  nChanged 42
		SP:Iteration 45Q (51592.210000 sec): 3 clusters
  Score: Raw -2667730.650706 + Penalty 3266.911979 = -2664463.738727
  nChanged 34
		SP:Iteration 46Q (51592.520000 sec): 3 clusters
  Score: Raw -2667736.207777 + Penalty 3266.911979 = -2664469.295798
  nChanged 39
		SP:Iteration 47Q (51592.860000 sec): 3 clusters
  Score: Raw -2667742.317335 + Penalty 3266.911979 = -2664475.405356
  nChanged 28
		SP:Iteration 48Q (51593.140000 sec): 3 clusters
  Score: Raw -2667747.550572 + Penalty 3266.911979 = -2664480.638593
  nChanged 31
		SP:Iteration 49Q (51593.450000 sec): 3 clusters
  Score: Raw -2667751.833827 + Penalty 3266.911979 = -2664484.921848
  nChanged 27
		SP:Iteration 50Q (51593.740000 sec): 3 clusters
  Score: Raw -2667756.844017 + Penalty 3266.911979 = -2664489.932037
  nChanged 25
		SP:Iteration 51Q (51593.990000 sec): 3 clusters
  Score: Raw -2667761.072696 + Penalty 3266.911979 = -2664494.160717
  nChanged 16
		SP:Iteration 52Q (51594.270000 sec): 3 clusters
  Score: Raw -2667763.316878 + Penalty 3266.911979 = -2664496.404899
  nChanged 17
		SP:Iteration 53Q (51594.580000 sec): 3 clusters
  Score: Raw -2667765.629883 + Penalty 3266.911979 = -2664498.717904
  nChanged 16
		SP:Iteration 54Q (51594.880000 sec): 3 clusters
  Score: Raw -2667768.154015 + Penalty 3266.911979 = -2664501.242036
  nChanged 8
		SP:Iteration 55Q (51595.110000 sec): 3 clusters
  Score: Raw -2667769.231688 + Penalty 3266.911979 = -2664502.319709
  nChanged 8
		SP:Iteration 56Q (51595.430000 sec): 3 clusters
  Score: Raw -2667770.492629 + Penalty 3266.911979 = -2664503.580650
  nChanged 7
		SP:Iteration 57Q (51595.680000 sec): 3 clusters
  Score: Raw -2667771.658014 + Penalty 3266.911979 = -2664504.746035
  nChanged 6
		SP:Iteration 58Q (51596.040000 sec): 3 clusters
  Score: Raw -2667772.315104 + Penalty 3266.911979 = -2664505.403125
  nChanged 2
		SP:Iteration 59Q (51596.330000 sec): 3 clusters
  Score: Raw -2667772.453908 + Penalty 3266.911979 = -2664505.541928
  nChanged 1
		SP:Iteration 60F (51596.610000 sec): 3 clusters
  Score: Raw -2667772.577633 + Penalty 3266.911979 = -2664505.665654
  nChanged 2
		SP:Iteration 61Q (51596.860000 sec): 3 clusters
  Score: Raw -2667772.798852 + Penalty 3266.911979 = -2664505.886872
  nChanged 2
		SP:Iteration 62Q (51597.190000 sec): 3 clusters
  Score: Raw -2667772.975426 + Penalty 3266.911979 = -2664506.063446
  nChanged 1
		SP:Iteration 63Q (51597.500000 sec): 3 clusters
  Score: Raw -2667773.023093 + Penalty 3266.911979 = -2664506.111114
  nChanged 0
		SP:Iteration 64F (51597.840000 sec): 3 clusters
  Score: Raw -2667773.023093 + Penalty 3266.911979 = -2664506.111114
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (61237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51598.260000 sec): 2 clusters
  Score: Raw -7170256.005227 + Penalty 1791.157365 = -7168464.847862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51598.740000 sec): 3 clusters
  Score: Raw -7131263.349263 + Penalty 3582.314730 = -7127681.034533
  nChanged 28845
		SP:Iteration 1F (51599.220000 sec): 3 clusters
  Score: Raw -7147873.175819 + Penalty 3582.314730 = -7144290.861089
  nChanged 2509
		SP:Iteration 2Q (51599.680000 sec): 3 clusters
  Score: Raw -7148730.114490 + Penalty 3582.314730 = -7145147.799761
  nChanged 3026
		SP:Iteration 3Q (51600.200000 sec): 3 clusters
  Score: Raw -7150118.353792 + Penalty 3582.314730 = -7146536.039062
  nChanged 3865
		SP:Iteration 4F (51600.660000 sec): 3 clusters
  Score: Raw -7152475.204717 + Penalty 3582.314730 = -7148892.889987
  nChanged 4872
		SP:Iteration 5F (51601.120000 sec): 3 clusters
  Score: Raw -7156281.642500 + Penalty 3582.314730 = -7152699.327770
  nChanged 5334
		SP:Iteration 6F (51601.640000 sec): 3 clusters
  Score: Raw -7161268.485204 + Penalty 3582.314730 = -7157686.170474
  nChanged 4576
		SP:Iteration 7F (51602.090000 sec): 3 clusters
  Score: Raw -7165858.852372 + Penalty 3582.314730 = -7162276.537642
  nChanged 2842
		SP:Iteration 8Q (51602.490000 sec): 3 clusters
  Score: Raw -7168635.161344 + Penalty 3582.314730 = -7165052.846614
  nChanged 1253
		SP:Iteration 9Q (51602.940000 sec): 3 clusters
  Score: Raw -7169808.431359 + Penalty 3582.314730 = -7166226.116629
  nChanged 461
		SP:Iteration 10Q (51603.440000 sec): 3 clusters
  Score: Raw -7170283.330897 + Penalty 3582.314730 = -7166701.016168
  nChanged 186
		SP:Iteration 11Q (51603.840000 sec): 3 clusters
  Score: Raw -7170486.157086 + Penalty 3582.314730 = -7166903.842357
  nChanged 96
		SP:Iteration 12Q (51604.280000 sec): 3 clusters
  Score: Raw -7170574.347587 + Penalty 3582.314730 = -7166992.032857
  nChanged 61
		SP:Iteration 13Q (51604.810000 sec): 3 clusters
  Score: Raw -7170626.030229 + Penalty 3582.314730 = -7167043.715499
  nChanged 29
		SP:Iteration 14Q (51605.230000 sec): 3 clusters
  Score: Raw -7170646.867703 + Penalty 3582.314730 = -7167064.552973
  nChanged 26
		SP:Iteration 15Q (51605.670000 sec): 3 clusters
  Score: Raw -7170668.504993 + Penalty 3582.314730 = -7167086.190263
  nChanged 17
		SP:Iteration 16Q (51606.120000 sec): 3 clusters
  Score: Raw -7170684.185135 + Penalty 3582.314730 = -7167101.870405
  nChanged 17
		SP:Iteration 17Q (51606.620000 sec): 3 clusters
  Score: Raw -7170692.259777 + Penalty 3582.314730 = -7167109.945047
  nChanged 7
		SP:Iteration 18Q (51607.040000 sec): 3 clusters
  Score: Raw -7170694.519036 + Penalty 3582.314730 = -7167112.204306
  nChanged 4
		SP:Iteration 19Q (51607.490000 sec): 3 clusters
  Score: Raw -7170697.278844 + Penalty 3582.314730 = -7167114.964114
  nChanged 1
		SP:Iteration 20F (51608.000000 sec): 3 clusters
  Score: Raw -7170697.784867 + Penalty 3582.314730 = -7167115.470137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (14129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51608.150000 sec): 2 clusters
  Score: Raw -1700835.531078 + Penalty 1552.847514 = -1699282.683564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51608.370000 sec): 3 clusters
  Score: Raw -1692498.416313 + Penalty 3105.695028 = -1689392.721285
  nChanged 6268
		SP:Iteration 1F (51608.640000 sec): 3 clusters
  Score: Raw -1696002.262111 + Penalty 3105.695028 = -1692896.567083
  nChanged 913
		SP:Iteration 2F (51608.860000 sec): 3 clusters
  Score: Raw -1696449.051815 + Penalty 3105.695028 = -1693343.356787
  nChanged 894
		SP:Iteration 3F (51609.120000 sec): 3 clusters
  Score: Raw -1696953.943722 + Penalty 3105.695028 = -1693848.248694
  nChanged 969
		SP:Iteration 4F (51609.330000 sec): 3 clusters
  Score: Raw -1697594.569933 + Penalty 3105.695028 = -1694488.874904
  nChanged 989
		SP:Iteration 5F (51609.580000 sec): 3 clusters
  Score: Raw -1698229.962533 + Penalty 3105.695028 = -1695124.267505
  nChanged 865
		SP:Iteration 6F (51609.790000 sec): 3 clusters
  Score: Raw -1698759.508330 + Penalty 3105.695028 = -1695653.813302
  nChanged 797
		SP:Iteration 7F (51610.030000 sec): 3 clusters
  Score: Raw -1699202.615546 + Penalty 3105.695028 = -1696096.920518
  nChanged 614
		SP:Iteration 8Q (51610.320000 sec): 3 clusters
  Score: Raw -1699528.518566 + Penalty 3105.695028 = -1696422.823538
  nChanged 515
		SP:Iteration 9Q (51610.540000 sec): 3 clusters
  Score: Raw -1699795.135230 + Penalty 3105.695028 = -1696689.440202
  nChanged 424
		SP:Iteration 10Q (51610.790000 sec): 3 clusters
  Score: Raw -1700017.831144 + Penalty 3105.695028 = -1696912.136116
  nChanged 362
		SP:Iteration 11Q (51611.030000 sec): 3 clusters
  Score: Raw -1700198.924071 + Penalty 3105.695028 = -1697093.229043
  nChanged 318
		SP:Iteration 12Q (51611.270000 sec): 3 clusters
  Score: Raw -1700337.794636 + Penalty 3105.695028 = -1697232.099608
  nChanged 258
		SP:Iteration 13Q (51611.530000 sec): 3 clusters
  Score: Raw -1700455.432262 + Penalty 3105.695028 = -1697349.737234
  nChanged 228
		SP:Iteration 14Q (51611.730000 sec): 3 clusters
  Score: Raw -1700550.196283 + Penalty 3105.695028 = -1697444.501255
  nChanged 211
		SP:Iteration 15Q (51611.980000 sec): 3 clusters
  Score: Raw -1700647.397707 + Penalty 3105.695028 = -1697541.702679
  nChanged 199
		SP:Iteration 16Q (51612.220000 sec): 3 clusters
  Score: Raw -1700736.226721 + Penalty 3105.695028 = -1697630.531693
  nChanged 184
		SP:Iteration 17Q (51612.420000 sec): 3 clusters
  Score: Raw -1700823.058572 + Penalty 3105.695028 = -1697717.363544
  nChanged 159
		SP:Iteration 18Q (51612.690000 sec): 3 clusters
  Score: Raw -1700890.561385 + Penalty 3105.695028 = -1697784.866357
  nChanged 141
		SP:Iteration 19Q (51612.940000 sec): 3 clusters
  Score: Raw -1700946.629827 + Penalty 3105.695028 = -1697840.934799
  nChanged 112
		SP:Iteration 20F (51613.170000 sec): 3 clusters
  Score: Raw -1700989.723271 + Penalty 3105.695028 = -1697884.028243
  nChanged 95
		SP:Iteration 21Q (51613.420000 sec): 3 clusters
  Score: Raw -1701027.053543 + Penalty 3105.695028 = -1697921.358515
  nChanged 88
		SP:Iteration 22Q (51613.640000 sec): 3 clusters
  Score: Raw -1701061.457181 + Penalty 3105.695028 = -1697955.762153
  nChanged 70
		SP:Iteration 23Q (51613.940000 sec): 3 clusters
  Score: Raw -1701088.745925 + Penalty 3105.695028 = -1697983.050897
  nChanged 56
		SP:Iteration 24Q (51614.180000 sec): 3 clusters
  Score: Raw -1701111.968501 + Penalty 3105.695028 = -1698006.273473
  nChanged 46
		SP:Iteration 25Q (51614.480000 sec): 3 clusters
  Score: Raw -1701128.988321 + Penalty 3105.695028 = -1698023.293293
  nChanged 36
		SP:Iteration 26Q (51614.740000 sec): 3 clusters
  Score: Raw -1701140.632502 + Penalty 3105.695028 = -1698034.937473
  nChanged 26
		SP:Iteration 27Q (51615.020000 sec): 3 clusters
  Score: Raw -1701148.531548 + Penalty 3105.695028 = -1698042.836520
  nChanged 23
		SP:Iteration 28Q (51615.300000 sec): 3 clusters
  Score: Raw -1701154.615678 + Penalty 3105.695028 = -1698048.920650
  nChanged 14
		SP:Iteration 29Q (51615.570000 sec): 3 clusters
  Score: Raw -1701157.799497 + Penalty 3105.695028 = -1698052.104468
  nChanged 13
		SP:Iteration 30Q (51615.880000 sec): 3 clusters
  Score: Raw -1701160.730493 + Penalty 3105.695028 = -1698055.035465
  nChanged 12
		SP:Iteration 31Q (51616.110000 sec): 3 clusters
  Score: Raw -1701162.903806 + Penalty 3105.695028 = -1698057.208778
  nChanged 7
		SP:Iteration 32Q (51616.380000 sec): 3 clusters
  Score: Raw -1701164.764136 + Penalty 3105.695028 = -1698059.069108
  nChanged 8
		SP:Iteration 33Q (51616.610000 sec): 3 clusters
  Score: Raw -1701167.112688 + Penalty 3105.695028 = -1698061.417660
  nChanged 9
		SP:Iteration 34Q (51616.870000 sec): 3 clusters
  Score: Raw -1701169.375899 + Penalty 3105.695028 = -1698063.680871
  nChanged 1
		SP:Iteration 35Q (51617.170000 sec): 3 clusters
  Score: Raw -1701169.529804 + Penalty 3105.695028 = -1698063.834776
  nChanged 1
		SP:Iteration 36Q (51617.400000 sec): 3 clusters
  Score: Raw -1701169.753437 + Penalty 3105.695028 = -1698064.058409
  nChanged 3
		SP:Iteration 37Q (51617.630000 sec): 3 clusters
  Score: Raw -1701170.476806 + Penalty 3105.695028 = -1698064.781778
  nChanged 4
		SP:Iteration 38Q (51617.860000 sec): 3 clusters
  Score: Raw -1701171.326664 + Penalty 3105.695028 = -1698065.631636
  nChanged 5
		SP:Iteration 39Q (51618.110000 sec): 3 clusters
  Score: Raw -1701172.629770 + Penalty 3105.695028 = -1698066.934742
  nChanged 4
		SP:Iteration 40F (51618.340000 sec): 3 clusters
  Score: Raw -1701173.865469 + Penalty 3105.695028 = -1698068.170441
  nChanged 5
		SP:Iteration 41Q (51618.610000 sec): 3 clusters
  Score: Raw -1701174.584311 + Penalty 3105.695028 = -1698068.889283
  nChanged 5
		SP:Iteration 42Q (51618.850000 sec): 3 clusters
  Score: Raw -1701176.437225 + Penalty 3105.695028 = -1698070.742197
  nChanged 5
		SP:Iteration 43Q (51619.190000 sec): 3 clusters
  Score: Raw -1701177.567915 + Penalty 3105.695028 = -1698071.872887
  nChanged 5
		SP:Iteration 44Q (51619.400000 sec): 3 clusters
  Score: Raw -1701179.176235 + Penalty 3105.695028 = -1698073.481207
  nChanged 4
		SP:Iteration 45Q (51619.670000 sec): 3 clusters
  Score: Raw -1701180.464283 + Penalty 3105.695028 = -1698074.769255
  nChanged 5
		SP:Iteration 46Q (51619.930000 sec): 3 clusters
  Score: Raw -1701182.215534 + Penalty 3105.695028 = -1698076.520506
  nChanged 4
		SP:Iteration 47Q (51620.170000 sec): 3 clusters
  Score: Raw -1701182.605344 + Penalty 3105.695028 = -1698076.910315
  nChanged 2
		SP:Iteration 48Q (51620.440000 sec): 3 clusters
  Score: Raw -1701183.351066 + Penalty 3105.695028 = -1698077.656038
  nChanged 2
		SP:Iteration 49Q (51620.690000 sec): 3 clusters
  Score: Raw -1701183.811906 + Penalty 3105.695028 = -1698078.116878
  nChanged 2
		SP:Iteration 50Q (51620.910000 sec): 3 clusters
  Score: Raw -1701184.341805 + Penalty 3105.695028 = -1698078.646777
  nChanged 3
		SP:Iteration 51Q (51621.140000 sec): 3 clusters
  Score: Raw -1701185.266063 + Penalty 3105.695028 = -1698079.571035
  nChanged 2
		SP:Iteration 52Q (51621.400000 sec): 3 clusters
  Score: Raw -1701185.815801 + Penalty 3105.695028 = -1698080.120773
  nChanged 0
		SP:Iteration 53F (51621.670000 sec): 3 clusters
  Score: Raw -1701185.815801 + Penalty 3105.695028 = -1698080.120773
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (75019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51622.110000 sec): 2 clusters
  Score: Raw -8940487.823356 + Penalty 1824.143213 = -8938663.680143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51622.660000 sec): 3 clusters
  Score: Raw -8892048.454971 + Penalty 3648.286425 = -8888400.168546
  nChanged 35720
		SP:Iteration 1F (51623.220000 sec): 3 clusters
  Score: Raw -8912788.270566 + Penalty 3648.286425 = -8909139.984140
  nChanged 3058
		SP:Iteration 2Q (51623.710000 sec): 3 clusters
  Score: Raw -8913797.748791 + Penalty 3648.286425 = -8910149.462365
  nChanged 3213
		SP:Iteration 3Q (51624.220000 sec): 3 clusters
  Score: Raw -8914989.465506 + Penalty 3648.286425 = -8911341.179081
  nChanged 3356
		SP:Iteration 4Q (51624.710000 sec): 3 clusters
  Score: Raw -8916279.352750 + Penalty 3648.286425 = -8912631.066324
  nChanged 3477
		SP:Iteration 5Q (51625.230000 sec): 3 clusters
  Score: Raw -8917595.752077 + Penalty 3648.286425 = -8913947.465652
  nChanged 3429
		SP:Iteration 6Q (51625.770000 sec): 3 clusters
  Score: Raw -8918950.224619 + Penalty 3648.286425 = -8915301.938193
  nChanged 3456
		SP:Iteration 7Q (51626.290000 sec): 3 clusters
  Score: Raw -8920356.572466 + Penalty 3648.286425 = -8916708.286040
  nChanged 3399
		SP:Iteration 8Q (51626.910000 sec): 3 clusters
  Score: Raw -8921762.610521 + Penalty 3648.286425 = -8918114.324095
  nChanged 3275
		SP:Iteration 9Q (51627.510000 sec): 3 clusters
  Score: Raw -8923180.371904 + Penalty 3648.286425 = -8919532.085478
  nChanged 3042
		SP:Iteration 10Q (51628.090000 sec): 3 clusters
  Score: Raw -8924608.066057 + Penalty 3648.286425 = -8920959.779631
  nChanged 3063
		SP:Iteration 11Q (51628.670000 sec): 3 clusters
  Score: Raw -8926139.113934 + Penalty 3648.286425 = -8922490.827509
  nChanged 3083
		SP:Iteration 12Q (51629.290000 sec): 3 clusters
  Score: Raw -8927810.657664 + Penalty 3648.286425 = -8924162.371238
  nChanged 2955
		SP:Iteration 13Q (51629.860000 sec): 3 clusters
  Score: Raw -8929209.097301 + Penalty 3648.286425 = -8925560.810875
  nChanged 2504
		SP:Iteration 14Q (51630.450000 sec): 3 clusters
  Score: Raw -8930138.400403 + Penalty 3648.286425 = -8926490.113978
  nChanged 1863
		SP:Iteration 15Q (51630.950000 sec): 3 clusters
  Score: Raw -8930684.444851 + Penalty 3648.286425 = -8927036.158425
  nChanged 1329
		SP:Iteration 16Q (51631.550000 sec): 3 clusters
  Score: Raw -8931013.428597 + Penalty 3648.286425 = -8927365.142172
  nChanged 1073
		SP:Iteration 17Q (51632.050000 sec): 3 clusters
  Score: Raw -8931277.017931 + Penalty 3648.286425 = -8927628.731506
  nChanged 883
		SP:Iteration 18Q (51632.620000 sec): 3 clusters
  Score: Raw -8931495.084626 + Penalty 3648.286425 = -8927846.798201
  nChanged 822
		SP:Iteration 19Q (51633.140000 sec): 3 clusters
  Score: Raw -8931682.747176 + Penalty 3648.286425 = -8928034.460751
  nChanged 802
		SP:Iteration 20F (51633.720000 sec): 3 clusters
  Score: Raw -8931868.373901 + Penalty 3648.286425 = -8928220.087475
  nChanged 819
		SP:Iteration 21Q (51634.250000 sec): 3 clusters
  Score: Raw -8932042.524405 + Penalty 3648.286425 = -8928394.237979
  nChanged 802
		SP:Iteration 22Q (51634.730000 sec): 3 clusters
  Score: Raw -8932207.318894 + Penalty 3648.286425 = -8928559.032469
  nChanged 778
		SP:Iteration 23Q (51635.210000 sec): 3 clusters
  Score: Raw -8932369.502453 + Penalty 3648.286425 = -8928721.216028
  nChanged 773
		SP:Iteration 24Q (51635.680000 sec): 3 clusters
  Score: Raw -8932527.395350 + Penalty 3648.286425 = -8928879.108925
  nChanged 813
		SP:Iteration 25Q (51636.200000 sec): 3 clusters
  Score: Raw -8932688.414887 + Penalty 3648.286425 = -8929040.128462
  nChanged 834
		SP:Iteration 26Q (51636.790000 sec): 3 clusters
  Score: Raw -8932843.215546 + Penalty 3648.286425 = -8929194.929120
  nChanged 861
		SP:Iteration 27Q (51637.260000 sec): 3 clusters
  Score: Raw -8932995.827512 + Penalty 3648.286425 = -8929347.541087
  nChanged 842
		SP:Iteration 28Q (51637.840000 sec): 3 clusters
  Score: Raw -8933139.327773 + Penalty 3648.286425 = -8929491.041348
  nChanged 865
		SP:Iteration 29Q (51638.310000 sec): 3 clusters
  Score: Raw -8933294.653586 + Penalty 3648.286425 = -8929646.367161
  nChanged 883
		SP:Iteration 30Q (51638.870000 sec): 3 clusters
  Score: Raw -8933454.580488 + Penalty 3648.286425 = -8929806.294062
  nChanged 927
		SP:Iteration 31Q (51639.430000 sec): 3 clusters
  Score: Raw -8933640.381519 + Penalty 3648.286425 = -8929992.095094
  nChanged 981
		SP:Iteration 32Q (51639.900000 sec): 3 clusters
  Score: Raw -8933848.854388 + Penalty 3648.286425 = -8930200.567962
  nChanged 1001
		SP:Iteration 33Q (51640.430000 sec): 3 clusters
  Score: Raw -8934088.662928 + Penalty 3648.286425 = -8930440.376502
  nChanged 1131
		SP:Iteration 34Q (51640.980000 sec): 3 clusters
  Score: Raw -8934393.604317 + Penalty 3648.286425 = -8930745.317892
  nChanged 1209
		SP:Iteration 35Q (51641.500000 sec): 3 clusters
  Score: Raw -8934734.549685 + Penalty 3648.286425 = -8931086.263260
  nChanged 1211
		SP:Iteration 36Q (51642.030000 sec): 3 clusters
  Score: Raw -8935087.993185 + Penalty 3648.286425 = -8931439.706759
  nChanged 1254
		SP:Iteration 37Q (51642.510000 sec): 3 clusters
  Score: Raw -8935470.338058 + Penalty 3648.286425 = -8931822.051633
  nChanged 1282
		SP:Iteration 38Q (51643.000000 sec): 3 clusters
  Score: Raw -8935878.903139 + Penalty 3648.286425 = -8932230.616713
  nChanged 1254
		SP:Iteration 39Q (51643.510000 sec): 3 clusters
  Score: Raw -8936312.575240 + Penalty 3648.286425 = -8932664.288814
  nChanged 1292
		SP:Iteration 40F (51644.010000 sec): 3 clusters
  Score: Raw -8936781.106120 + Penalty 3648.286425 = -8933132.819694
  nChanged 1224
		SP:Iteration 41Q (51644.500000 sec): 3 clusters
  Score: Raw -8937255.029251 + Penalty 3648.286425 = -8933606.742826
  nChanged 1178
		SP:Iteration 42Q (51645.010000 sec): 3 clusters
  Score: Raw -8937749.272964 + Penalty 3648.286425 = -8934100.986538
  nChanged 1108
		SP:Iteration 43Q (51645.500000 sec): 3 clusters
  Score: Raw -8938246.528972 + Penalty 3648.286425 = -8934598.242547
  nChanged 977
		SP:Iteration 44Q (51645.980000 sec): 3 clusters
  Score: Raw -8938694.397154 + Penalty 3648.286425 = -8935046.110729
  nChanged 886
		SP:Iteration 45Q (51646.520000 sec): 3 clusters
  Score: Raw -8939106.579552 + Penalty 3648.286425 = -8935458.293127
  nChanged 751
		SP:Iteration 46Q (51647.060000 sec): 3 clusters
  Score: Raw -8939456.251203 + Penalty 3648.286425 = -8935807.964777
  nChanged 597
		SP:Iteration 47Q (51647.510000 sec): 3 clusters
  Score: Raw -8939732.639318 + Penalty 3648.286425 = -8936084.352893
  nChanged 473
		SP:Iteration 48Q (51648.000000 sec): 3 clusters
  Score: Raw -8939975.336334 + Penalty 3648.286425 = -8936327.049909
  nChanged 403
		SP:Iteration 49Q (51648.570000 sec): 3 clusters
  Score: Raw -8940189.020481 + Penalty 3648.286425 = -8936540.734056
  nChanged 342
		SP:Iteration 50Q (51649.050000 sec): 3 clusters
  Score: Raw -8940375.048390 + Penalty 3648.286425 = -8936726.761964
  nChanged 275
		SP:Iteration 51Q (51649.580000 sec): 3 clusters
  Score: Raw -8940532.191880 + Penalty 3648.286425 = -8936883.905455
  nChanged 237
		SP:Iteration 52Q (51650.040000 sec): 3 clusters
  Score: Raw -8940647.736033 + Penalty 3648.286425 = -8936999.449608
  nChanged 181
		SP:Iteration 53Q (51650.540000 sec): 3 clusters
  Score: Raw -8940729.313308 + Penalty 3648.286425 = -8937081.026882
  nChanged 145
		SP:Iteration 54Q (51651.050000 sec): 3 clusters
  Score: Raw -8940787.097378 + Penalty 3648.286425 = -8937138.810953
  nChanged 125
		SP:Iteration 55Q (51651.530000 sec): 3 clusters
  Score: Raw -8940833.557412 + Penalty 3648.286425 = -8937185.270986
  nChanged 100
		SP:Iteration 56Q (51652.090000 sec): 3 clusters
  Score: Raw -8940867.791853 + Penalty 3648.286425 = -8937219.505428
  nChanged 106
		SP:Iteration 57Q (51652.570000 sec): 3 clusters
  Score: Raw -8940907.560229 + Penalty 3648.286425 = -8937259.273803
  nChanged 80
		SP:Iteration 58Q (51653.030000 sec): 3 clusters
  Score: Raw -8940931.837208 + Penalty 3648.286425 = -8937283.550782
  nChanged 58
		SP:Iteration 59Q (51653.510000 sec): 3 clusters
  Score: Raw -8940949.445724 + Penalty 3648.286425 = -8937301.159299
  nChanged 58
		SP:Iteration 60F (51654.010000 sec): 3 clusters
  Score: Raw -8940961.791417 + Penalty 3648.286425 = -8937313.504991
  nChanged 41
		SP:Iteration 61Q (51654.490000 sec): 3 clusters
  Score: Raw -8940969.746940 + Penalty 3648.286425 = -8937321.460515
  nChanged 33
		SP:Iteration 62Q (51655.010000 sec): 3 clusters
  Score: Raw -8940976.114422 + Penalty 3648.286425 = -8937327.827997
  nChanged 22
		SP:Iteration 63Q (51655.510000 sec): 3 clusters
  Score: Raw -8940980.576314 + Penalty 3648.286425 = -8937332.289888
  nChanged 18
		SP:Iteration 64Q (51655.980000 sec): 3 clusters
  Score: Raw -8940983.228991 + Penalty 3648.286425 = -8937334.942566
  nChanged 9
		SP:Iteration 65Q (51656.450000 sec): 3 clusters
  Score: Raw -8940985.066639 + Penalty 3648.286425 = -8937336.780214
  nChanged 13
		SP:Iteration 66Q (51657.050000 sec): 3 clusters
  Score: Raw -8940988.114784 + Penalty 3648.286425 = -8937339.828359
  nChanged 18
		SP:Iteration 67Q (51657.570000 sec): 3 clusters
  Score: Raw -8940991.915601 + Penalty 3648.286425 = -8937343.629176
  nChanged 14
		SP:Iteration 68Q (51658.020000 sec): 3 clusters
  Score: Raw -8940994.463607 + Penalty 3648.286425 = -8937346.177182
  nChanged 10
		SP:Iteration 69Q (51658.540000 sec): 3 clusters
  Score: Raw -8940996.840549 + Penalty 3648.286425 = -8937348.554124
  nChanged 16
		SP:Iteration 70Q (51659.060000 sec): 3 clusters
  Score: Raw -8940999.858369 + Penalty 3648.286425 = -8937351.571943
  nChanged 18
		SP:Iteration 71Q (51659.550000 sec): 3 clusters
  Score: Raw -8941003.268687 + Penalty 3648.286425 = -8937354.982262
  nChanged 10
		SP:Iteration 72Q (51660.040000 sec): 3 clusters
  Score: Raw -8941004.925293 + Penalty 3648.286425 = -8937356.638868
  nChanged 10
		SP:Iteration 73Q (51660.620000 sec): 3 clusters
  Score: Raw -8941006.597226 + Penalty 3648.286425 = -8937358.310800
  nChanged 14
		SP:Iteration 74Q (51661.150000 sec): 3 clusters
  Score: Raw -8941008.672063 + Penalty 3648.286425 = -8937360.385637
  nChanged 11
		SP:Iteration 75Q (51661.680000 sec): 3 clusters
  Score: Raw -8941010.642001 + Penalty 3648.286425 = -8937362.355576
  nChanged 10
		SP:Iteration 76Q (51662.170000 sec): 3 clusters
  Score: Raw -8941012.075480 + Penalty 3648.286425 = -8937363.789055
  nChanged 6
		SP:Iteration 77Q (51662.660000 sec): 3 clusters
  Score: Raw -8941012.590359 + Penalty 3648.286425 = -8937364.303933
  nChanged 3
		SP:Iteration 78Q (51663.230000 sec): 3 clusters
  Score: Raw -8941012.926965 + Penalty 3648.286425 = -8937364.640539
  nChanged 3
		SP:Iteration 79Q (51663.740000 sec): 3 clusters
  Score: Raw -8941013.382864 + Penalty 3648.286425 = -8937365.096439
  nChanged 3
		SP:Iteration 80F (51664.300000 sec): 3 clusters
  Score: Raw -8941014.097867 + Penalty 3648.286425 = -8937365.811441
  nChanged 2
		SP:Iteration 81Q (51664.860000 sec): 3 clusters
  Score: Raw -8941014.393308 + Penalty 3648.286425 = -8937366.106882
  nChanged 1
		SP:Iteration 82Q (51665.420000 sec): 3 clusters
  Score: Raw -8941014.411346 + Penalty 3648.286425 = -8937366.124920
  nChanged 1
		SP:Iteration 83Q (51665.940000 sec): 3 clusters
  Score: Raw -8941014.673125 + Penalty 3648.286425 = -8937366.386700
  nChanged 3
		SP:Iteration 84Q (51666.390000 sec): 3 clusters
  Score: Raw -8941015.047677 + Penalty 3648.286425 = -8937366.761251
  nChanged 1
		SP:Iteration 85Q (51666.860000 sec): 3 clusters
  Score: Raw -8941015.263137 + Penalty 3648.286425 = -8937366.976712
  nChanged 1
		SP:Iteration 86Q (51667.380000 sec): 3 clusters
  Score: Raw -8941015.462103 + Penalty 3648.286425 = -8937367.175677
  nChanged 2
		SP:Iteration 87Q (51667.920000 sec): 3 clusters
  Score: Raw -8941015.704971 + Penalty 3648.286425 = -8937367.418545
  nChanged 1
		SP:Iteration 88Q (51668.380000 sec): 3 clusters
  Score: Raw -8941015.892399 + Penalty 3648.286425 = -8937367.605973
  nChanged 0
		SP:Iteration 89F (51668.960000 sec): 3 clusters
  Score: Raw -8941015.892399 + Penalty 3648.286425 = -8937367.605973
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (15110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51669.130000 sec): 2 clusters
  Score: Raw -1719735.397453 + Penalty 1563.755709 = -1718171.641744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51669.350000 sec): 3 clusters
  Score: Raw -1710944.670980 + Penalty 3127.511418 = -1707817.159562
  nChanged 6695
		SP:Iteration 1F (51669.600000 sec): 3 clusters
  Score: Raw -1714963.109268 + Penalty 3127.511418 = -1711835.597850
  nChanged 1036
		SP:Iteration 2F (51669.800000 sec): 3 clusters
  Score: Raw -1715577.222850 + Penalty 3127.511418 = -1712449.711433
  nChanged 988
		SP:Iteration 3F (51670.030000 sec): 3 clusters
  Score: Raw -1716232.673554 + Penalty 3127.511418 = -1713105.162136
  nChanged 932
		SP:Iteration 4F (51670.280000 sec): 3 clusters
  Score: Raw -1716913.679446 + Penalty 3127.511418 = -1713786.168028
  nChanged 904
		SP:Iteration 5F (51670.510000 sec): 3 clusters
  Score: Raw -1717568.864207 + Penalty 3127.511418 = -1714441.352789
  nChanged 800
		SP:Iteration 6F (51670.770000 sec): 3 clusters
  Score: Raw -1718192.425516 + Penalty 3127.511418 = -1715064.914098
  nChanged 686
		SP:Iteration 7Q (51670.970000 sec): 3 clusters
  Score: Raw -1718756.903528 + Penalty 3127.511418 = -1715629.392110
  nChanged 575
		SP:Iteration 8Q (51671.220000 sec): 3 clusters
  Score: Raw -1719159.626175 + Penalty 3127.511418 = -1716032.114757
  nChanged 455
		SP:Iteration 9Q (51671.470000 sec): 3 clusters
  Score: Raw -1719504.924664 + Penalty 3127.511418 = -1716377.413246
  nChanged 405
		SP:Iteration 10Q (51671.700000 sec): 3 clusters
  Score: Raw -1719849.702884 + Penalty 3127.511418 = -1716722.191466
  nChanged 367
		SP:Iteration 11Q (51671.950000 sec): 3 clusters
  Score: Raw -1720136.820661 + Penalty 3127.511418 = -1717009.309243
  nChanged 307
		SP:Iteration 12Q (51672.230000 sec): 3 clusters
  Score: Raw -1720340.867360 + Penalty 3127.511418 = -1717213.355942
  nChanged 234
		SP:Iteration 13Q (51672.470000 sec): 3 clusters
  Score: Raw -1720467.120854 + Penalty 3127.511418 = -1717339.609436
  nChanged 195
		SP:Iteration 14Q (51672.710000 sec): 3 clusters
  Score: Raw -1720555.495360 + Penalty 3127.511418 = -1717427.983942
  nChanged 148
		SP:Iteration 15Q (51672.970000 sec): 3 clusters
  Score: Raw -1720614.544969 + Penalty 3127.511418 = -1717487.033551
  nChanged 130
		SP:Iteration 16Q (51673.250000 sec): 3 clusters
  Score: Raw -1720659.998178 + Penalty 3127.511418 = -1717532.486760
  nChanged 111
		SP:Iteration 17Q (51673.500000 sec): 3 clusters
  Score: Raw -1720687.188866 + Penalty 3127.511418 = -1717559.677448
  nChanged 77
		SP:Iteration 18Q (51673.750000 sec): 3 clusters
  Score: Raw -1720702.839410 + Penalty 3127.511418 = -1717575.327992
  nChanged 53
		SP:Iteration 19Q (51674.000000 sec): 3 clusters
  Score: Raw -1720709.953515 + Penalty 3127.511418 = -1717582.442097
  nChanged 29
		SP:Iteration 20F (51674.250000 sec): 3 clusters
  Score: Raw -1720714.670702 + Penalty 3127.511418 = -1717587.159284
  nChanged 25
		SP:Iteration 21Q (51674.470000 sec): 3 clusters
  Score: Raw -1720718.503750 + Penalty 3127.511418 = -1717590.992332
  nChanged 25
		SP:Iteration 22Q (51674.760000 sec): 3 clusters
  Score: Raw -1720722.797081 + Penalty 3127.511418 = -1717595.285663
  nChanged 21
		SP:Iteration 23Q (51674.980000 sec): 3 clusters
  Score: Raw -1720725.649076 + Penalty 3127.511418 = -1717598.137658
  nChanged 16
		SP:Iteration 24Q (51675.250000 sec): 3 clusters
  Score: Raw -1720727.488852 + Penalty 3127.511418 = -1717599.977434
  nChanged 14
		SP:Iteration 25Q (51675.460000 sec): 3 clusters
  Score: Raw -1720729.132750 + Penalty 3127.511418 = -1717601.621332
  nChanged 11
		SP:Iteration 26Q (51675.680000 sec): 3 clusters
  Score: Raw -1720730.331838 + Penalty 3127.511418 = -1717602.820420
  nChanged 8
		SP:Iteration 27Q (51675.920000 sec): 3 clusters
  Score: Raw -1720731.473109 + Penalty 3127.511418 = -1717603.961691
  nChanged 9
		SP:Iteration 28Q (51676.190000 sec): 3 clusters
  Score: Raw -1720732.828642 + Penalty 3127.511418 = -1717605.317224
  nChanged 10
		SP:Iteration 29Q (51676.370000 sec): 3 clusters
  Score: Raw -1720734.301311 + Penalty 3127.511418 = -1717606.789893
  nChanged 12
		SP:Iteration 30Q (51676.610000 sec): 3 clusters
  Score: Raw -1720735.987775 + Penalty 3127.511418 = -1717608.476357
  nChanged 10
		SP:Iteration 31Q (51676.920000 sec): 3 clusters
  Score: Raw -1720737.115325 + Penalty 3127.511418 = -1717609.603907
  nChanged 15
		SP:Iteration 32Q (51677.170000 sec): 3 clusters
  Score: Raw -1720738.628315 + Penalty 3127.511418 = -1717611.116897
  nChanged 6
		SP:Iteration 33Q (51677.420000 sec): 3 clusters
  Score: Raw -1720738.961516 + Penalty 3127.511418 = -1717611.450098
  nChanged 6
		SP:Iteration 34Q (51677.690000 sec): 3 clusters
  Score: Raw -1720739.561514 + Penalty 3127.511418 = -1717612.050096
  nChanged 4
		SP:Iteration 35Q (51677.910000 sec): 3 clusters
  Score: Raw -1720740.056253 + Penalty 3127.511418 = -1717612.544835
  nChanged 4
		SP:Iteration 36Q (51678.190000 sec): 3 clusters
  Score: Raw -1720740.788178 + Penalty 3127.511418 = -1717613.276760
  nChanged 5
		SP:Iteration 37Q (51678.410000 sec): 3 clusters
  Score: Raw -1720741.261398 + Penalty 3127.511418 = -1717613.749980
  nChanged 3
		SP:Iteration 38Q (51678.670000 sec): 3 clusters
  Score: Raw -1720741.490223 + Penalty 3127.511418 = -1717613.978805
  nChanged 2
		SP:Iteration 39Q (51678.950000 sec): 3 clusters
  Score: Raw -1720741.689408 + Penalty 3127.511418 = -1717614.177990
  nChanged 0
		SP:Iteration 40F (51679.280000 sec): 3 clusters
  Score: Raw -1720741.689408 + Penalty 3127.511418 = -1717614.177990
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51679.480000 sec): 2 clusters
  Score: Raw -1908948.564590 + Penalty 1578.606876 = -1907369.957714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51679.810000 sec): 3 clusters
  Score: Raw -1899198.147742 + Penalty 3157.213752 = -1896040.933990
  nChanged 7456
		SP:Iteration 1F (51680.090000 sec): 3 clusters
  Score: Raw -1903269.796481 + Penalty 3157.213752 = -1900112.582728
  nChanged 924
		SP:Iteration 2F (51680.290000 sec): 3 clusters
  Score: Raw -1903680.807890 + Penalty 3157.213752 = -1900523.594138
  nChanged 915
		SP:Iteration 3F (51680.580000 sec): 3 clusters
  Score: Raw -1904196.352970 + Penalty 3157.213752 = -1901039.139218
  nChanged 1019
		SP:Iteration 4F (51680.920000 sec): 3 clusters
  Score: Raw -1904857.335371 + Penalty 3157.213752 = -1901700.121619
  nChanged 1093
		SP:Iteration 5F (51681.200000 sec): 3 clusters
  Score: Raw -1905636.587425 + Penalty 3157.213752 = -1902479.373673
  nChanged 1117
		SP:Iteration 6F (51681.460000 sec): 3 clusters
  Score: Raw -1906500.391249 + Penalty 3157.213752 = -1903343.177497
  nChanged 1042
		SP:Iteration 7F (51681.730000 sec): 3 clusters
  Score: Raw -1907219.049852 + Penalty 3157.213752 = -1904061.836100
  nChanged 863
		SP:Iteration 8F (51682.050000 sec): 3 clusters
  Score: Raw -1907785.132422 + Penalty 3157.213752 = -1904627.918670
  nChanged 624
		SP:Iteration 9Q (51682.320000 sec): 3 clusters
  Score: Raw -1908199.011070 + Penalty 3157.213752 = -1905041.797318
  nChanged 500
		SP:Iteration 10Q (51682.540000 sec): 3 clusters
  Score: Raw -1908494.974762 + Penalty 3157.213752 = -1905337.761010
  nChanged 409
		SP:Iteration 11Q (51682.790000 sec): 3 clusters
  Score: Raw -1908706.186225 + Penalty 3157.213752 = -1905548.972472
  nChanged 307
		SP:Iteration 12Q (51683.070000 sec): 3 clusters
  Score: Raw -1908860.883192 + Penalty 3157.213752 = -1905703.669440
  nChanged 272
		SP:Iteration 13Q (51683.330000 sec): 3 clusters
  Score: Raw -1908987.846536 + Penalty 3157.213752 = -1905830.632784
  nChanged 275
		SP:Iteration 14Q (51683.590000 sec): 3 clusters
  Score: Raw -1909116.031754 + Penalty 3157.213752 = -1905958.818002
  nChanged 228
		SP:Iteration 15Q (51683.830000 sec): 3 clusters
  Score: Raw -1909224.181556 + Penalty 3157.213752 = -1906066.967804
  nChanged 211
		SP:Iteration 16Q (51684.050000 sec): 3 clusters
  Score: Raw -1909322.468513 + Penalty 3157.213752 = -1906165.254760
  nChanged 179
		SP:Iteration 17Q (51684.300000 sec): 3 clusters
  Score: Raw -1909397.269331 + Penalty 3157.213752 = -1906240.055579
  nChanged 139
		SP:Iteration 18Q (51684.520000 sec): 3 clusters
  Score: Raw -1909445.837972 + Penalty 3157.213752 = -1906288.624219
  nChanged 98
		SP:Iteration 19Q (51684.790000 sec): 3 clusters
  Score: Raw -1909474.097166 + Penalty 3157.213752 = -1906316.883414
  nChanged 83
		SP:Iteration 20F (51685.000000 sec): 3 clusters
  Score: Raw -1909498.516949 + Penalty 3157.213752 = -1906341.303197
  nChanged 91
		SP:Iteration 21Q (51685.200000 sec): 3 clusters
  Score: Raw -1909525.885219 + Penalty 3157.213752 = -1906368.671467
  nChanged 82
		SP:Iteration 22Q (51685.450000 sec): 3 clusters
  Score: Raw -1909549.102145 + Penalty 3157.213752 = -1906391.888393
  nChanged 76
		SP:Iteration 23Q (51685.650000 sec): 3 clusters
  Score: Raw -1909568.435126 + Penalty 3157.213752 = -1906411.221374
  nChanged 56
		SP:Iteration 24Q (51685.870000 sec): 3 clusters
  Score: Raw -1909582.371910 + Penalty 3157.213752 = -1906425.158158
  nChanged 49
		SP:Iteration 25Q (51686.100000 sec): 3 clusters
  Score: Raw -1909598.721706 + Penalty 3157.213752 = -1906441.507954
  nChanged 48
		SP:Iteration 26Q (51686.340000 sec): 3 clusters
  Score: Raw -1909609.739869 + Penalty 3157.213752 = -1906452.526117
  nChanged 37
		SP:Iteration 27Q (51686.610000 sec): 3 clusters
  Score: Raw -1909617.181507 + Penalty 3157.213752 = -1906459.967755
  nChanged 32
		SP:Iteration 28Q (51686.830000 sec): 3 clusters
  Score: Raw -1909623.215054 + Penalty 3157.213752 = -1906466.001302
  nChanged 16
		SP:Iteration 29Q (51687.080000 sec): 3 clusters
  Score: Raw -1909625.113926 + Penalty 3157.213752 = -1906467.900174
  nChanged 7
		SP:Iteration 30Q (51687.350000 sec): 3 clusters
  Score: Raw -1909626.893710 + Penalty 3157.213752 = -1906469.679957
  nChanged 11
		SP:Iteration 31Q (51687.630000 sec): 3 clusters
  Score: Raw -1909628.618473 + Penalty 3157.213752 = -1906471.404721
  nChanged 7
		SP:Iteration 32Q (51687.910000 sec): 3 clusters
  Score: Raw -1909629.405103 + Penalty 3157.213752 = -1906472.191351
  nChanged 4
		SP:Iteration 33Q (51688.160000 sec): 3 clusters
  Score: Raw -1909630.039395 + Penalty 3157.213752 = -1906472.825643
  nChanged 8
		SP:Iteration 34Q (51688.380000 sec): 3 clusters
  Score: Raw -1909630.881807 + Penalty 3157.213752 = -1906473.668055
  nChanged 2
		SP:Iteration 35Q (51688.650000 sec): 3 clusters
  Score: Raw -1909631.355979 + Penalty 3157.213752 = -1906474.142227
  nChanged 2
		SP:Iteration 36Q (51688.930000 sec): 3 clusters
  Score: Raw -1909631.620920 + Penalty 3157.213752 = -1906474.407167
  nChanged 3
		SP:Iteration 37Q (51689.150000 sec): 3 clusters
  Score: Raw -1909632.008079 + Penalty 3157.213752 = -1906474.794326
  nChanged 1
		SP:Iteration 38Q (51689.450000 sec): 3 clusters
  Score: Raw -1909632.377411 + Penalty 3157.213752 = -1906475.163659
  nChanged 3
		SP:Iteration 39Q (51689.690000 sec): 3 clusters
  Score: Raw -1909632.903692 + Penalty 3157.213752 = -1906475.689940
  nChanged 3
		SP:Iteration 40F (51689.940000 sec): 3 clusters
  Score: Raw -1909633.180442 + Penalty 3157.213752 = -1906475.966690
  nChanged 3
		SP:Iteration 41Q (51690.170000 sec): 3 clusters
  Score: Raw -1909633.677547 + Penalty 3157.213752 = -1906476.463795
  nChanged 0
		SP:Iteration 42F (51690.430000 sec): 3 clusters
  Score: Raw -1909633.677547 + Penalty 3157.213752 = -1906476.463795
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51690.560000 sec): 2 clusters
  Score: Raw -12737.013771 + Penalty 804.173482 = -11932.840289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51690.780000 sec): 3 clusters
  Score: Raw -12942.529827 + Penalty 1608.346964 = -11334.182863
  nChanged 17
		SP:Iteration 1F (51690.930000 sec): 3 clusters
  Score: Raw -13017.827828 + Penalty 1608.346964 = -11409.480864
  nChanged 6
		SP:Iteration 2Q (51691.080000 sec): 3 clusters
  Score: Raw -13046.041338 + Penalty 1608.346964 = -11437.694374
  nChanged 3
		SP:Iteration 3Q (51691.290000 sec): 3 clusters
  Score: Raw -13064.104420 + Penalty 1608.346964 = -11455.757456
  nChanged 1
		SP:Iteration 4Q (51691.450000 sec): 3 clusters
  Score: Raw -13074.830989 + Penalty 1608.346964 = -11466.484025
  nChanged 1
		SP:Iteration 5Q (51691.660000 sec): 3 clusters
  Score: Raw -13097.660711 + Penalty 1608.346964 = -11489.313746
  nChanged 0
		SP:Iteration 6F (51691.870000 sec): 3 clusters
  Score: Raw -13097.660711 + Penalty 1608.346964 = -11489.313746
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51691.980000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51692.130000 sec): 3 clusters
  Score: Raw -56140.624203 + Penalty 2010.517803 = -54130.106401
  nChanged 117
		SP:Iteration 1F (51692.290000 sec): 3 clusters
  Score: Raw -56280.862681 + Penalty 2010.517803 = -54270.344878
  nChanged 22
		SP:Iteration 2Q (51692.500000 sec): 3 clusters
  Score: Raw -56318.765417 + Penalty 2010.517803 = -54308.247614
  nChanged 13
		SP:Iteration 3Q (51692.670000 sec): 3 clusters
  Score: Raw -56339.962050 + Penalty 2010.517803 = -54329.444248
  nChanged 9
		SP:Iteration 4Q (51692.850000 sec): 3 clusters
  Score: Raw -56353.333719 + Penalty 2010.517803 = -54342.815916
  nChanged 6
		SP:Iteration 5Q (51693.060000 sec): 3 clusters
  Score: Raw -56362.208100 + Penalty 2010.517803 = -54351.690297
  nChanged 4
		SP:Iteration 6Q (51693.240000 sec): 3 clusters
  Score: Raw -56371.348279 + Penalty 2010.517803 = -54360.830476
  nChanged 6
		SP:Iteration 7Q (51693.400000 sec): 3 clusters
  Score: Raw -56388.013039 + Penalty 2010.517803 = -54377.495236
  nChanged 3
		SP:Iteration 8Q (51693.620000 sec): 3 clusters
  Score: Raw -56394.278378 + Penalty 2010.517803 = -54383.760575
  nChanged 5
		SP:Iteration 9Q (51693.810000 sec): 3 clusters
  Score: Raw -56403.710093 + Penalty 2010.517803 = -54393.192291
  nChanged 5
		SP:Iteration 10Q (51693.950000 sec): 3 clusters
  Score: Raw -56415.874400 + Penalty 2010.517803 = -54405.356597
  nChanged 3
		SP:Iteration 11Q (51694.150000 sec): 3 clusters
  Score: Raw -56419.054699 + Penalty 2010.517803 = -54408.536896
  nChanged 2
		SP:Iteration 12Q (51694.380000 sec): 3 clusters
  Score: Raw -56421.352169 + Penalty 2010.517803 = -54410.834367
  nChanged 2
		SP:Iteration 13Q (51694.570000 sec): 3 clusters
  Score: Raw -56423.349340 + Penalty 2010.517803 = -54412.831537
  nChanged 0
		SP:Iteration 14F (51694.720000 sec): 3 clusters
  Score: Raw -56423.349340 + Penalty 2010.517803 = -54412.831537
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (311136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51696.030000 sec): 2 clusters
  Score: Raw -37933339.245866 + Penalty 2055.297627 = -37931283.948239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51697.530000 sec): 3 clusters
  Score: Raw -37725156.503509 + Penalty 4110.595253 = -37721045.908256
  nChanged 151973
		SP:Iteration 1F (51699.100000 sec): 3 clusters
  Score: Raw -37815853.374331 + Penalty 4110.595253 = -37811742.779078
  nChanged 8685
		SP:Iteration 2Q (51700.650000 sec): 3 clusters
  Score: Raw -37818136.882184 + Penalty 4110.595253 = -37814026.286931
  nChanged 10704
		SP:Iteration 3Q (51702.220000 sec): 3 clusters
  Score: Raw -37821972.144212 + Penalty 4110.595253 = -37817861.548958
  nChanged 14458
		SP:Iteration 4Q (51703.780000 sec): 3 clusters
  Score: Raw -37829116.601959 + Penalty 4110.595253 = -37825006.006705
  nChanged 20322
		SP:Iteration 5F (51705.340000 sec): 3 clusters
  Score: Raw -37842462.304080 + Penalty 4110.595253 = -37838351.708827
  nChanged 26728
		SP:Iteration 6F (51707.050000 sec): 3 clusters
  Score: Raw -37864476.330743 + Penalty 4110.595253 = -37860365.735490
  nChanged 29563
		SP:Iteration 7F (51708.560000 sec): 3 clusters
  Score: Raw -37892818.315855 + Penalty 4110.595253 = -37888707.720602
  nChanged 23718
		SP:Iteration 8F (51710.060000 sec): 3 clusters
  Score: Raw -37916525.464541 + Penalty 4110.595253 = -37912414.869288
  nChanged 12268
		SP:Iteration 9Q (51711.470000 sec): 3 clusters
  Score: Raw -37928353.733456 + Penalty 4110.595253 = -37924243.138202
  nChanged 4195
		SP:Iteration 10Q (51712.910000 sec): 3 clusters
  Score: Raw -37932128.846306 + Penalty 4110.595253 = -37928018.251053
  nChanged 1092
		SP:Iteration 11Q (51714.300000 sec): 3 clusters
  Score: Raw -37933085.745950 + Penalty 4110.595253 = -37928975.150697
  nChanged 255
		SP:Iteration 12Q (51715.500000 sec): 3 clusters
  Score: Raw -37933334.081263 + Penalty 4110.595253 = -37929223.486009
  nChanged 80
		SP:Iteration 13Q (51716.700000 sec): 3 clusters
  Score: Raw -37933429.539992 + Penalty 4110.595253 = -37929318.944739
  nChanged 35
		SP:Iteration 14Q (51717.990000 sec): 3 clusters
  Score: Raw -37933471.527485 + Penalty 4110.595253 = -37929360.932232
  nChanged 20
		SP:Iteration 15Q (51719.250000 sec): 3 clusters
  Score: Raw -37933507.384416 + Penalty 4110.595253 = -37929396.789163
  nChanged 20
		SP:Iteration 16Q (51720.540000 sec): 3 clusters
  Score: Raw -37933533.602738 + Penalty 4110.595253 = -37929423.007485
  nChanged 10
		SP:Iteration 17Q (51722.760000 sec): 3 clusters
  Score: Raw -37933544.751167 + Penalty 4110.595253 = -37929434.155914
  nChanged 5
		SP:Iteration 18Q (51725.040000 sec): 3 clusters
  Score: Raw -37933551.871895 + Penalty 4110.595253 = -37929441.276641
  nChanged 5
		SP:Iteration 19Q (51726.980000 sec): 3 clusters
  Score: Raw -37933559.286133 + Penalty 4110.595253 = -37929448.690879
  nChanged 0
		SP:Iteration 20F (51728.510000 sec): 3 clusters
  Score: Raw -37933559.286133 + Penalty 4110.595253 = -37929448.690879
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (33835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51728.840000 sec): 2 clusters
  Score: Raw -4121793.213040 + Penalty 1694.753295 = -4120098.459744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51729.180000 sec): 3 clusters
  Score: Raw -4100795.164601 + Penalty 3389.506591 = -4097405.658011
  nChanged 15645
		SP:Iteration 1F (51729.520000 sec): 3 clusters
  Score: Raw -4109371.023336 + Penalty 3389.506591 = -4105981.516745
  nChanged 1363
		SP:Iteration 2Q (51729.850000 sec): 3 clusters
  Score: Raw -4109778.013812 + Penalty 3389.506591 = -4106388.507221
  nChanged 1361
		SP:Iteration 3Q (51730.170000 sec): 3 clusters
  Score: Raw -4110210.876271 + Penalty 3389.506591 = -4106821.369680
  nChanged 1463
		SP:Iteration 4Q (51730.530000 sec): 3 clusters
  Score: Raw -4110770.423527 + Penalty 3389.506591 = -4107380.916937
  nChanged 1654
		SP:Iteration 5Q (51730.880000 sec): 3 clusters
  Score: Raw -4111509.837194 + Penalty 3389.506591 = -4108120.330604
  nChanged 1762
		SP:Iteration 6F (51731.250000 sec): 3 clusters
  Score: Raw -4112387.766223 + Penalty 3389.506591 = -4108998.259633
  nChanged 1901
		SP:Iteration 7F (51731.560000 sec): 3 clusters
  Score: Raw -4113462.552898 + Penalty 3389.506591 = -4110073.046307
  nChanged 2002
		SP:Iteration 8F (51731.870000 sec): 3 clusters
  Score: Raw -4114609.357590 + Penalty 3389.506591 = -4111219.850999
  nChanged 1938
		SP:Iteration 9F (51732.240000 sec): 3 clusters
  Score: Raw -4115775.341674 + Penalty 3389.506591 = -4112385.835083
  nChanged 1857
		SP:Iteration 10F (51732.550000 sec): 3 clusters
  Score: Raw -4116852.434515 + Penalty 3389.506591 = -4113462.927924
  nChanged 1551
		SP:Iteration 11Q (51732.880000 sec): 3 clusters
  Score: Raw -4117844.728709 + Penalty 3389.506591 = -4114455.222118
  nChanged 1365
		SP:Iteration 12Q (51733.210000 sec): 3 clusters
  Score: Raw -4118808.611226 + Penalty 3389.506591 = -4115419.104635
  nChanged 1173
		SP:Iteration 13Q (51733.560000 sec): 3 clusters
  Score: Raw -4119690.603815 + Penalty 3389.506591 = -4116301.097224
  nChanged 969
		SP:Iteration 14Q (51733.850000 sec): 3 clusters
  Score: Raw -4120356.456289 + Penalty 3389.506591 = -4116966.949698
  nChanged 764
		SP:Iteration 15Q (51734.260000 sec): 3 clusters
  Score: Raw -4120795.469932 + Penalty 3389.506591 = -4117405.963341
  nChanged 579
		SP:Iteration 16Q (51734.560000 sec): 3 clusters
  Score: Raw -4121086.448533 + Penalty 3389.506591 = -4117696.941942
  nChanged 459
		SP:Iteration 17Q (51734.850000 sec): 3 clusters
  Score: Raw -4121297.815840 + Penalty 3389.506591 = -4117908.309249
  nChanged 392
		SP:Iteration 18Q (51735.170000 sec): 3 clusters
  Score: Raw -4121472.792035 + Penalty 3389.506591 = -4118083.285445
  nChanged 352
		SP:Iteration 19Q (51735.560000 sec): 3 clusters
  Score: Raw -4121605.136945 + Penalty 3389.506591 = -4118215.630355
  nChanged 314
		SP:Iteration 20F (51735.900000 sec): 3 clusters
  Score: Raw -4121705.452060 + Penalty 3389.506591 = -4118315.945469
  nChanged 268
		SP:Iteration 21Q (51736.250000 sec): 3 clusters
  Score: Raw -4121782.044837 + Penalty 3389.506591 = -4118392.538246
  nChanged 222
		SP:Iteration 22Q (51736.570000 sec): 3 clusters
  Score: Raw -4121839.913373 + Penalty 3389.506591 = -4118450.406782
  nChanged 201
		SP:Iteration 23Q (51736.900000 sec): 3 clusters
  Score: Raw -4121898.806199 + Penalty 3389.506591 = -4118509.299608
  nChanged 213
		SP:Iteration 24Q (51737.200000 sec): 3 clusters
  Score: Raw -4121963.644453 + Penalty 3389.506591 = -4118574.137862
  nChanged 189
		SP:Iteration 25Q (51737.560000 sec): 3 clusters
  Score: Raw -4122018.754593 + Penalty 3389.506591 = -4118629.248002
  nChanged 161
		SP:Iteration 26Q (51737.840000 sec): 3 clusters
  Score: Raw -4122058.752190 + Penalty 3389.506591 = -4118669.245599
  nChanged 155
		SP:Iteration 27Q (51738.200000 sec): 3 clusters
  Score: Raw -4122097.463152 + Penalty 3389.506591 = -4118707.956561
  nChanged 142
		SP:Iteration 28Q (51738.480000 sec): 3 clusters
  Score: Raw -4122129.307889 + Penalty 3389.506591 = -4118739.801298
  nChanged 131
		SP:Iteration 29Q (51738.800000 sec): 3 clusters
  Score: Raw -4122157.181516 + Penalty 3389.506591 = -4118767.674925
  nChanged 111
		SP:Iteration 30Q (51739.110000 sec): 3 clusters
  Score: Raw -4122179.138402 + Penalty 3389.506591 = -4118789.631811
  nChanged 89
		SP:Iteration 31Q (51739.440000 sec): 3 clusters
  Score: Raw -4122194.169829 + Penalty 3389.506591 = -4118804.663238
  nChanged 72
		SP:Iteration 32Q (51739.780000 sec): 3 clusters
  Score: Raw -4122207.733492 + Penalty 3389.506591 = -4118818.226901
  nChanged 73
		SP:Iteration 33Q (51740.050000 sec): 3 clusters
  Score: Raw -4122222.795967 + Penalty 3389.506591 = -4118833.289377
  nChanged 67
		SP:Iteration 34Q (51740.440000 sec): 3 clusters
  Score: Raw -4122233.463177 + Penalty 3389.506591 = -4118843.956586
  nChanged 63
		SP:Iteration 35Q (51740.710000 sec): 3 clusters
  Score: Raw -4122243.738498 + Penalty 3389.506591 = -4118854.231907
  nChanged 62
		SP:Iteration 36Q (51741.040000 sec): 3 clusters
  Score: Raw -4122253.635556 + Penalty 3389.506591 = -4118864.128965
  nChanged 48
		SP:Iteration 37Q (51741.330000 sec): 3 clusters
  Score: Raw -4122260.020524 + Penalty 3389.506591 = -4118870.513933
  nChanged 36
		SP:Iteration 38Q (51741.630000 sec): 3 clusters
  Score: Raw -4122265.427105 + Penalty 3389.506591 = -4118875.920514
  nChanged 35
		SP:Iteration 39Q (51741.930000 sec): 3 clusters
  Score: Raw -4122269.597504 + Penalty 3389.506591 = -4118880.090914
  nChanged 28
		SP:Iteration 40F (51742.260000 sec): 3 clusters
  Score: Raw -4122273.560334 + Penalty 3389.506591 = -4118884.053743
  nChanged 24
		SP:Iteration 41Q (51742.590000 sec): 3 clusters
  Score: Raw -4122277.373825 + Penalty 3389.506591 = -4118887.867234
  nChanged 27
		SP:Iteration 42Q (51742.900000 sec): 3 clusters
  Score: Raw -4122280.478999 + Penalty 3389.506591 = -4118890.972408
  nChanged 30
		SP:Iteration 43Q (51743.220000 sec): 3 clusters
  Score: Raw -4122284.046277 + Penalty 3389.506591 = -4118894.539686
  nChanged 32
		SP:Iteration 44Q (51743.540000 sec): 3 clusters
  Score: Raw -4122288.899948 + Penalty 3389.506591 = -4118899.393357
  nChanged 28
		SP:Iteration 45Q (51743.870000 sec): 3 clusters
  Score: Raw -4122292.527684 + Penalty 3389.506591 = -4118903.021094
  nChanged 24
		SP:Iteration 46Q (51744.250000 sec): 3 clusters
  Score: Raw -4122295.409845 + Penalty 3389.506591 = -4118905.903254
  nChanged 29
		SP:Iteration 47Q (51744.570000 sec): 3 clusters
  Score: Raw -4122298.625013 + Penalty 3389.506591 = -4118909.118422
  nChanged 21
		SP:Iteration 48Q (51744.910000 sec): 3 clusters
  Score: Raw -4122300.687398 + Penalty 3389.506591 = -4118911.180807
  nChanged 13
		SP:Iteration 49Q (51745.240000 sec): 3 clusters
  Score: Raw -4122301.716018 + Penalty 3389.506591 = -4118912.209428
  nChanged 15
		SP:Iteration 50Q (51745.580000 sec): 3 clusters
  Score: Raw -4122303.384708 + Penalty 3389.506591 = -4118913.878117
  nChanged 14
		SP:Iteration 51Q (51745.920000 sec): 3 clusters
  Score: Raw -4122305.164846 + Penalty 3389.506591 = -4118915.658255
  nChanged 20
		SP:Iteration 52Q (51746.260000 sec): 3 clusters
  Score: Raw -4122307.944759 + Penalty 3389.506591 = -4118918.438168
  nChanged 25
		SP:Iteration 53Q (51746.640000 sec): 3 clusters
  Score: Raw -4122312.508522 + Penalty 3389.506591 = -4118923.001931
  nChanged 26
		SP:Iteration 54Q (51746.960000 sec): 3 clusters
  Score: Raw -4122317.255096 + Penalty 3389.506591 = -4118927.748505
  nChanged 24
		SP:Iteration 55Q (51747.270000 sec): 3 clusters
  Score: Raw -4122321.305347 + Penalty 3389.506591 = -4118931.798756
  nChanged 23
		SP:Iteration 56Q (51747.680000 sec): 3 clusters
  Score: Raw -4122325.026405 + Penalty 3389.506591 = -4118935.519814
  nChanged 28
		SP:Iteration 57Q (51747.960000 sec): 3 clusters
  Score: Raw -4122328.710462 + Penalty 3389.506591 = -4118939.203872
  nChanged 19
		SP:Iteration 58Q (51748.250000 sec): 3 clusters
  Score: Raw -4122331.758119 + Penalty 3389.506591 = -4118942.251529
  nChanged 12
		SP:Iteration 59Q (51748.530000 sec): 3 clusters
  Score: Raw -4122333.285275 + Penalty 3389.506591 = -4118943.778684
  nChanged 9
		SP:Iteration 60F (51748.870000 sec): 3 clusters
  Score: Raw -4122334.673923 + Penalty 3389.506591 = -4118945.167332
  nChanged 13
		SP:Iteration 61Q (51749.140000 sec): 3 clusters
  Score: Raw -4122336.812497 + Penalty 3389.506591 = -4118947.305906
  nChanged 9
		SP:Iteration 62Q (51749.500000 sec): 3 clusters
  Score: Raw -4122337.757794 + Penalty 3389.506591 = -4118948.251204
  nChanged 4
		SP:Iteration 63Q (51749.840000 sec): 3 clusters
  Score: Raw -4122338.323026 + Penalty 3389.506591 = -4118948.816435
  nChanged 6
		SP:Iteration 64Q (51750.150000 sec): 3 clusters
  Score: Raw -4122338.731536 + Penalty 3389.506591 = -4118949.224945
  nChanged 4
		SP:Iteration 65Q (51750.480000 sec): 3 clusters
  Score: Raw -4122339.046544 + Penalty 3389.506591 = -4118949.539953
  nChanged 1
		SP:Iteration 66Q (51750.780000 sec): 3 clusters
  Score: Raw -4122339.081422 + Penalty 3389.506591 = -4118949.574831
  nChanged 1
		SP:Iteration 67Q (51751.130000 sec): 3 clusters
  Score: Raw -4122339.160998 + Penalty 3389.506591 = -4118949.654407
  nChanged 1
		SP:Iteration 68Q (51751.470000 sec): 3 clusters
  Score: Raw -4122339.248289 + Penalty 3389.506591 = -4118949.741698
  nChanged 2
		SP:Iteration 69Q (51751.780000 sec): 3 clusters
  Score: Raw -4122339.519349 + Penalty 3389.506591 = -4118950.012758
  nChanged 3
		SP:Iteration 70Q (51752.100000 sec): 3 clusters
  Score: Raw -4122339.762759 + Penalty 3389.506591 = -4118950.256168
  nChanged 3
		SP:Iteration 71Q (51752.390000 sec): 3 clusters
  Score: Raw -4122339.927541 + Penalty 3389.506591 = -4118950.420950
  nChanged 2
		SP:Iteration 72Q (51752.720000 sec): 3 clusters
  Score: Raw -4122340.103179 + Penalty 3389.506591 = -4118950.596588
  nChanged 0
		SP:Iteration 73F (51753.010000 sec): 3 clusters
  Score: Raw -4122340.103179 + Penalty 3389.506591 = -4118950.596588
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51753.220000 sec): 2 clusters
  Score: Raw -3673075.622899 + Penalty 1675.307691 = -3671400.315208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51753.550000 sec): 3 clusters
  Score: Raw -3654592.764630 + Penalty 3350.615383 = -3651242.149247
  nChanged 13834
		SP:Iteration 1F (51753.870000 sec): 3 clusters
  Score: Raw -3662529.960412 + Penalty 3350.615383 = -3659179.345029
  nChanged 1590
		SP:Iteration 2F (51754.220000 sec): 3 clusters
  Score: Raw -3663273.557123 + Penalty 3350.615383 = -3659922.941741
  nChanged 1746
		SP:Iteration 3F (51754.550000 sec): 3 clusters
  Score: Raw -3664232.945936 + Penalty 3350.615383 = -3660882.330553
  nChanged 1884
		SP:Iteration 4F (51754.930000 sec): 3 clusters
  Score: Raw -3665376.858219 + Penalty 3350.615383 = -3662026.242836
  nChanged 1987
		SP:Iteration 5F (51755.250000 sec): 3 clusters
  Score: Raw -3666576.198914 + Penalty 3350.615383 = -3663225.583531
  nChanged 1900
		SP:Iteration 6F (51755.600000 sec): 3 clusters
  Score: Raw -3667656.692810 + Penalty 3350.615383 = -3664306.077427
  nChanged 1659
		SP:Iteration 7F (51755.930000 sec): 3 clusters
  Score: Raw -3668404.607182 + Penalty 3350.615383 = -3665053.991799
  nChanged 1253
		SP:Iteration 8Q (51756.320000 sec): 3 clusters
  Score: Raw -3668844.070807 + Penalty 3350.615383 = -3665493.455424
  nChanged 917
		SP:Iteration 9Q (51756.640000 sec): 3 clusters
  Score: Raw -3669103.468020 + Penalty 3350.615383 = -3665752.852637
  nChanged 686
		SP:Iteration 10Q (51757.000000 sec): 3 clusters
  Score: Raw -3669255.972237 + Penalty 3350.615383 = -3665905.356855
  nChanged 487
		SP:Iteration 11Q (51757.320000 sec): 3 clusters
  Score: Raw -3669344.281083 + Penalty 3350.615383 = -3665993.665700
  nChanged 364
		SP:Iteration 12Q (51757.620000 sec): 3 clusters
  Score: Raw -3669400.398606 + Penalty 3350.615383 = -3666049.783223
  nChanged 306
		SP:Iteration 13Q (51757.900000 sec): 3 clusters
  Score: Raw -3669437.344519 + Penalty 3350.615383 = -3666086.729136
  nChanged 228
		SP:Iteration 14Q (51758.220000 sec): 3 clusters
  Score: Raw -3669461.034318 + Penalty 3350.615383 = -3666110.418935
  nChanged 183
		SP:Iteration 15Q (51758.520000 sec): 3 clusters
  Score: Raw -3669478.165892 + Penalty 3350.615383 = -3666127.550510
  nChanged 145
		SP:Iteration 16Q (51758.840000 sec): 3 clusters
  Score: Raw -3669489.291846 + Penalty 3350.615383 = -3666138.676463
  nChanged 104
		SP:Iteration 17Q (51759.180000 sec): 3 clusters
  Score: Raw -3669495.944354 + Penalty 3350.615383 = -3666145.328971
  nChanged 82
		SP:Iteration 18Q (51759.560000 sec): 3 clusters
  Score: Raw -3669500.959346 + Penalty 3350.615383 = -3666150.343963
  nChanged 73
		SP:Iteration 19Q (51759.940000 sec): 3 clusters
  Score: Raw -3669505.565262 + Penalty 3350.615383 = -3666154.949879
  nChanged 63
		SP:Iteration 20F (51760.260000 sec): 3 clusters
  Score: Raw -3669508.998885 + Penalty 3350.615383 = -3666158.383502
  nChanged 49
		SP:Iteration 21Q (51760.570000 sec): 3 clusters
  Score: Raw -3669511.982013 + Penalty 3350.615383 = -3666161.366631
  nChanged 43
		SP:Iteration 22Q (51760.920000 sec): 3 clusters
  Score: Raw -3669514.033992 + Penalty 3350.615383 = -3666163.418609
  nChanged 40
		SP:Iteration 23Q (51761.250000 sec): 3 clusters
  Score: Raw -3669516.232990 + Penalty 3350.615383 = -3666165.617607
  nChanged 41
		SP:Iteration 24Q (51761.550000 sec): 3 clusters
  Score: Raw -3669518.065581 + Penalty 3350.615383 = -3666167.450198
  nChanged 33
		SP:Iteration 25Q (51761.890000 sec): 3 clusters
  Score: Raw -3669519.622183 + Penalty 3350.615383 = -3666169.006800
  nChanged 32
		SP:Iteration 26Q (51762.180000 sec): 3 clusters
  Score: Raw -3669521.209110 + Penalty 3350.615383 = -3666170.593727
  nChanged 30
		SP:Iteration 27Q (51762.550000 sec): 3 clusters
  Score: Raw -3669522.684352 + Penalty 3350.615383 = -3666172.068969
  nChanged 30
		SP:Iteration 28Q (51762.880000 sec): 3 clusters
  Score: Raw -3669524.232354 + Penalty 3350.615383 = -3666173.616971
  nChanged 32
		SP:Iteration 29Q (51763.280000 sec): 3 clusters
  Score: Raw -3669525.839886 + Penalty 3350.615383 = -3666175.224503
  nChanged 43
		SP:Iteration 30Q (51763.620000 sec): 3 clusters
  Score: Raw -3669528.155331 + Penalty 3350.615383 = -3666177.539948
  nChanged 36
		SP:Iteration 31Q (51764.020000 sec): 3 clusters
  Score: Raw -3669529.764685 + Penalty 3350.615383 = -3666179.149302
  nChanged 29
		SP:Iteration 32Q (51764.380000 sec): 3 clusters
  Score: Raw -3669530.977763 + Penalty 3350.615383 = -3666180.362380
  nChanged 22
		SP:Iteration 33Q (51764.720000 sec): 3 clusters
  Score: Raw -3669531.979311 + Penalty 3350.615383 = -3666181.363928
  nChanged 29
		SP:Iteration 34Q (51765.060000 sec): 3 clusters
  Score: Raw -3669533.191295 + Penalty 3350.615383 = -3666182.575912
  nChanged 19
		SP:Iteration 35Q (51765.450000 sec): 3 clusters
  Score: Raw -3669533.897980 + Penalty 3350.615383 = -3666183.282597
  nChanged 18
		SP:Iteration 36Q (51765.760000 sec): 3 clusters
  Score: Raw -3669534.557855 + Penalty 3350.615383 = -3666183.942472
  nChanged 13
		SP:Iteration 37Q (51766.100000 sec): 3 clusters
  Score: Raw -3669535.146173 + Penalty 3350.615383 = -3666184.530790
  nChanged 16
		SP:Iteration 38Q (51766.430000 sec): 3 clusters
  Score: Raw -3669535.849610 + Penalty 3350.615383 = -3666185.234227
  nChanged 20
		SP:Iteration 39Q (51766.730000 sec): 3 clusters
  Score: Raw -3669536.761772 + Penalty 3350.615383 = -3666186.146389
  nChanged 25
		SP:Iteration 40F (51767.020000 sec): 3 clusters
  Score: Raw -3669537.715998 + Penalty 3350.615383 = -3666187.100615
  nChanged 21
		SP:Iteration 41Q (51767.380000 sec): 3 clusters
  Score: Raw -3669538.492457 + Penalty 3350.615383 = -3666187.877074
  nChanged 23
		SP:Iteration 42Q (51767.790000 sec): 3 clusters
  Score: Raw -3669539.522768 + Penalty 3350.615383 = -3666188.907385
  nChanged 23
		SP:Iteration 43Q (51768.130000 sec): 3 clusters
  Score: Raw -3669540.587705 + Penalty 3350.615383 = -3666189.972322
  nChanged 25
		SP:Iteration 44Q (51768.480000 sec): 3 clusters
  Score: Raw -3669541.642466 + Penalty 3350.615383 = -3666191.027083
  nChanged 24
		SP:Iteration 45Q (51768.790000 sec): 3 clusters
  Score: Raw -3669542.604829 + Penalty 3350.615383 = -3666191.989447
  nChanged 20
		SP:Iteration 46Q (51769.180000 sec): 3 clusters
  Score: Raw -3669543.347091 + Penalty 3350.615383 = -3666192.731708
  nChanged 13
		SP:Iteration 47Q (51769.510000 sec): 3 clusters
  Score: Raw -3669543.909061 + Penalty 3350.615383 = -3666193.293678
  nChanged 15
		SP:Iteration 48Q (51769.880000 sec): 3 clusters
  Score: Raw -3669544.532463 + Penalty 3350.615383 = -3666193.917080
  nChanged 20
		SP:Iteration 49Q (51770.210000 sec): 3 clusters
  Score: Raw -3669545.571609 + Penalty 3350.615383 = -3666194.956226
  nChanged 18
		SP:Iteration 50Q (51770.590000 sec): 3 clusters
  Score: Raw -3669546.245592 + Penalty 3350.615383 = -3666195.630209
  nChanged 19
		SP:Iteration 51Q (51770.890000 sec): 3 clusters
  Score: Raw -3669546.973171 + Penalty 3350.615383 = -3666196.357788
  nChanged 20
		SP:Iteration 52Q (51771.290000 sec): 3 clusters
  Score: Raw -3669547.840260 + Penalty 3350.615383 = -3666197.224877
  nChanged 21
		SP:Iteration 53Q (51771.630000 sec): 3 clusters
  Score: Raw -3669548.690153 + Penalty 3350.615383 = -3666198.074770
  nChanged 17
		SP:Iteration 54Q (51772.020000 sec): 3 clusters
  Score: Raw -3669549.306216 + Penalty 3350.615383 = -3666198.690833
  nChanged 16
		SP:Iteration 55Q (51772.350000 sec): 3 clusters
  Score: Raw -3669549.926023 + Penalty 3350.615383 = -3666199.310641
  nChanged 13
		SP:Iteration 56Q (51772.720000 sec): 3 clusters
  Score: Raw -3669550.480173 + Penalty 3350.615383 = -3666199.864791
  nChanged 21
		SP:Iteration 57Q (51773.020000 sec): 3 clusters
  Score: Raw -3669551.201110 + Penalty 3350.615383 = -3666200.585727
  nChanged 13
		SP:Iteration 58Q (51773.360000 sec): 3 clusters
  Score: Raw -3669551.980523 + Penalty 3350.615383 = -3666201.365140
  nChanged 21
		SP:Iteration 59Q (51773.720000 sec): 3 clusters
  Score: Raw -3669553.072338 + Penalty 3350.615383 = -3666202.456955
  nChanged 27
		SP:Iteration 60F (51774.070000 sec): 3 clusters
  Score: Raw -3669554.438010 + Penalty 3350.615383 = -3666203.822627
  nChanged 28
		SP:Iteration 61Q (51774.440000 sec): 3 clusters
  Score: Raw -3669555.822888 + Penalty 3350.615383 = -3666205.207506
  nChanged 40
		SP:Iteration 62Q (51774.770000 sec): 3 clusters
  Score: Raw -3669557.667099 + Penalty 3350.615383 = -3666207.051716
  nChanged 36
		SP:Iteration 63Q (51775.070000 sec): 3 clusters
  Score: Raw -3669559.106488 + Penalty 3350.615383 = -3666208.491105
  nChanged 35
		SP:Iteration 64Q (51775.390000 sec): 3 clusters
  Score: Raw -3669561.035121 + Penalty 3350.615383 = -3666210.419738
  nChanged 46
		SP:Iteration 65Q (51775.750000 sec): 3 clusters
  Score: Raw -3669564.146679 + Penalty 3350.615383 = -3666213.531296
  nChanged 53
		SP:Iteration 66Q (51776.100000 sec): 3 clusters
  Score: Raw -3669567.672723 + Penalty 3350.615383 = -3666217.057340
  nChanged 55
		SP:Iteration 67Q (51776.450000 sec): 3 clusters
  Score: Raw -3669571.040335 + Penalty 3350.615383 = -3666220.424952
  nChanged 63
		SP:Iteration 68Q (51776.820000 sec): 3 clusters
  Score: Raw -3669575.037187 + Penalty 3350.615383 = -3666224.421804
  nChanged 73
		SP:Iteration 69Q (51777.260000 sec): 3 clusters
  Score: Raw -3669579.539294 + Penalty 3350.615383 = -3666228.923911
  nChanged 77
		SP:Iteration 70Q (51777.630000 sec): 3 clusters
  Score: Raw -3669584.817320 + Penalty 3350.615383 = -3666234.201937
  nChanged 90
		SP:Iteration 71Q (51777.970000 sec): 3 clusters
  Score: Raw -3669591.752425 + Penalty 3350.615383 = -3666241.137042
  nChanged 101
		SP:Iteration 72Q (51778.280000 sec): 3 clusters
  Score: Raw -3669600.486853 + Penalty 3350.615383 = -3666249.871470
  nChanged 109
		SP:Iteration 73Q (51778.650000 sec): 3 clusters
  Score: Raw -3669609.454045 + Penalty 3350.615383 = -3666258.838662
  nChanged 117
		SP:Iteration 74Q (51778.970000 sec): 3 clusters
  Score: Raw -3669619.610915 + Penalty 3350.615383 = -3666268.995532
  nChanged 117
		SP:Iteration 75Q (51779.310000 sec): 3 clusters
  Score: Raw -3669631.035032 + Penalty 3350.615383 = -3666280.419649
  nChanged 142
		SP:Iteration 76Q (51779.650000 sec): 3 clusters
  Score: Raw -3669646.486594 + Penalty 3350.615383 = -3666295.871211
  nChanged 173
		SP:Iteration 77Q (51780.030000 sec): 3 clusters
  Score: Raw -3669669.180175 + Penalty 3350.615383 = -3666318.564792
  nChanged 215
		SP:Iteration 78Q (51780.440000 sec): 3 clusters
  Score: Raw -3669700.047135 + Penalty 3350.615383 = -3666349.431752
  nChanged 245
		SP:Iteration 79Q (51780.810000 sec): 3 clusters
  Score: Raw -3669737.748503 + Penalty 3350.615383 = -3666387.133120
  nChanged 289
		SP:Iteration 80F (51781.140000 sec): 3 clusters
  Score: Raw -3669789.088640 + Penalty 3350.615383 = -3666438.473257
  nChanged 358
		SP:Iteration 81Q (51781.470000 sec): 3 clusters
  Score: Raw -3669861.952296 + Penalty 3350.615383 = -3666511.336914
  nChanged 405
		SP:Iteration 82Q (51781.820000 sec): 3 clusters
  Score: Raw -3669955.760451 + Penalty 3350.615383 = -3666605.145068
  nChanged 476
		SP:Iteration 83Q (51782.180000 sec): 3 clusters
  Score: Raw -3670085.406943 + Penalty 3350.615383 = -3666734.791560
  nChanged 565
		SP:Iteration 84Q (51782.530000 sec): 3 clusters
  Score: Raw -3670262.566802 + Penalty 3350.615383 = -3666911.951419
  nChanged 609
		SP:Iteration 85Q (51782.860000 sec): 3 clusters
  Score: Raw -3670467.437255 + Penalty 3350.615383 = -3667116.821872
  nChanged 624
		SP:Iteration 86Q (51783.180000 sec): 3 clusters
  Score: Raw -3670706.505541 + Penalty 3350.615383 = -3667355.890158
  nChanged 655
		SP:Iteration 87Q (51783.470000 sec): 3 clusters
  Score: Raw -3670987.858853 + Penalty 3350.615383 = -3667637.243470
  nChanged 653
		SP:Iteration 88Q (51783.840000 sec): 3 clusters
  Score: Raw -3671292.103091 + Penalty 3350.615383 = -3667941.487708
  nChanged 662
		SP:Iteration 89Q (51784.190000 sec): 3 clusters
  Score: Raw -3671635.243338 + Penalty 3350.615383 = -3668284.627955
  nChanged 650
		SP:Iteration 90Q (51784.610000 sec): 3 clusters
  Score: Raw -3671998.480560 + Penalty 3350.615383 = -3668647.865177
  nChanged 573
		SP:Iteration 91Q (51784.960000 sec): 3 clusters
  Score: Raw -3672327.921929 + Penalty 3350.615383 = -3668977.306546
  nChanged 478
		SP:Iteration 92Q (51785.280000 sec): 3 clusters
  Score: Raw -3672604.735737 + Penalty 3350.615383 = -3669254.120354
  nChanged 375
		SP:Iteration 93Q (51785.620000 sec): 3 clusters
  Score: Raw -3672822.352822 + Penalty 3350.615383 = -3669471.737439
  nChanged 281
		SP:Iteration 94Q (51785.960000 sec): 3 clusters
  Score: Raw -3672990.004006 + Penalty 3350.615383 = -3669639.388623
  nChanged 236
		SP:Iteration 95Q (51786.340000 sec): 3 clusters
  Score: Raw -3673118.977799 + Penalty 3350.615383 = -3669768.362416
  nChanged 177
		SP:Iteration 96Q (51786.630000 sec): 3 clusters
  Score: Raw -3673215.289205 + Penalty 3350.615383 = -3669864.673822
  nChanged 131
		SP:Iteration 97Q (51786.970000 sec): 3 clusters
  Score: Raw -3673283.048058 + Penalty 3350.615383 = -3669932.432675
  nChanged 96
		SP:Iteration 98Q (51787.270000 sec): 3 clusters
  Score: Raw -3673332.604317 + Penalty 3350.615383 = -3669981.988934
  nChanged 77
		SP:Iteration 99Q (51787.630000 sec): 3 clusters
  Score: Raw -3673367.123456 + Penalty 3350.615383 = -3670016.508073
  nChanged 57
		SP:Iteration 100F (51787.990000 sec): 3 clusters
  Score: Raw -3673389.518966 + Penalty 3350.615383 = -3670038.903583
  nChanged 47
		SP:Iteration 101Q (51788.290000 sec): 3 clusters
  Score: Raw -3673407.869641 + Penalty 3350.615383 = -3670057.254258
  nChanged 33
		SP:Iteration 102Q (51788.630000 sec): 3 clusters
  Score: Raw -3673419.071016 + Penalty 3350.615383 = -3670068.455633
  nChanged 35
		SP:Iteration 103Q (51788.910000 sec): 3 clusters
  Score: Raw -3673431.145319 + Penalty 3350.615383 = -3670080.529936
  nChanged 22
		SP:Iteration 104Q (51789.190000 sec): 3 clusters
  Score: Raw -3673441.315740 + Penalty 3350.615383 = -3670090.700357
  nChanged 28
		SP:Iteration 105Q (51789.480000 sec): 3 clusters
  Score: Raw -3673450.718083 + Penalty 3350.615383 = -3670100.102700
  nChanged 22
		SP:Iteration 106Q (51789.750000 sec): 3 clusters
  Score: Raw -3673457.448167 + Penalty 3350.615383 = -3670106.832784
  nChanged 12
		SP:Iteration 107Q (51790.060000 sec): 3 clusters
  Score: Raw -3673461.544069 + Penalty 3350.615383 = -3670110.928686
  nChanged 8
		SP:Iteration 108Q (51790.340000 sec): 3 clusters
  Score: Raw -3673463.607896 + Penalty 3350.615383 = -3670112.992513
  nChanged 6
		SP:Iteration 109Q (51790.660000 sec): 3 clusters
  Score: Raw -3673465.017988 + Penalty 3350.615383 = -3670114.402605
  nChanged 7
		SP:Iteration 110Q (51790.970000 sec): 3 clusters
  Score: Raw -3673466.672740 + Penalty 3350.615383 = -3670116.057357
  nChanged 4
		SP:Iteration 111Q (51791.270000 sec): 3 clusters
  Score: Raw -3673467.683681 + Penalty 3350.615383 = -3670117.068298
  nChanged 5
		SP:Iteration 112Q (51791.580000 sec): 3 clusters
  Score: Raw -3673468.423850 + Penalty 3350.615383 = -3670117.808467
  nChanged 3
		SP:Iteration 113Q (51791.890000 sec): 3 clusters
  Score: Raw -3673469.248572 + Penalty 3350.615383 = -3670118.633189
  nChanged 4
		SP:Iteration 114Q (51792.190000 sec): 3 clusters
  Score: Raw -3673470.163912 + Penalty 3350.615383 = -3670119.548529
  nChanged 3
		SP:Iteration 115Q (51792.500000 sec): 3 clusters
  Score: Raw -3673470.976518 + Penalty 3350.615383 = -3670120.361135
  nChanged 3
		SP:Iteration 116Q (51792.850000 sec): 3 clusters
  Score: Raw -3673471.375183 + Penalty 3350.615383 = -3670120.759801
  nChanged 0
		SP:Iteration 117F (51793.170000 sec): 3 clusters
  Score: Raw -3673471.375183 + Penalty 3350.615383 = -3670120.759801
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51793.290000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51793.480000 sec): 3 clusters
  Score: Raw -9171.528316 + Penalty 1530.597315 = -7640.931001
  nChanged 13
		SP:Iteration 1F (51793.660000 sec): 3 clusters
  Score: Raw -9237.118917 + Penalty 1530.597315 = -7706.521601
  nChanged 2
		SP:Iteration 2Q (51793.830000 sec): 3 clusters
  Score: Raw -9245.520862 + Penalty 1530.597315 = -7714.923547
  nChanged 1
		SP:Iteration 3Q (51794.050000 sec): 3 clusters
  Score: Raw -9248.486517 + Penalty 1530.597315 = -7717.889201
  nChanged 0
		SP:Iteration 4F (51794.210000 sec): 3 clusters
  Score: Raw -9248.486517 + Penalty 1530.597315 = -7717.889201
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (4590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51794.370000 sec): 2 clusters
  Score: Raw -537375.081887 + Penalty 1370.140737 = -536004.941150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51794.570000 sec): 3 clusters
  Score: Raw -535063.442607 + Penalty 2740.281473 = -532323.161133
  nChanged 1836
		SP:Iteration 1F (51794.760000 sec): 3 clusters
  Score: Raw -536068.788987 + Penalty 2740.281473 = -533328.507513
  nChanged 318
		SP:Iteration 2F (51794.920000 sec): 3 clusters
  Score: Raw -536229.601319 + Penalty 2740.281473 = -533489.319846
  nChanged 211
		SP:Iteration 3Q (51795.130000 sec): 3 clusters
  Score: Raw -536325.789161 + Penalty 2740.281473 = -533585.507688
  nChanged 168
		SP:Iteration 4Q (51795.360000 sec): 3 clusters
  Score: Raw -536386.395602 + Penalty 2740.281473 = -533646.114128
  nChanged 108
		SP:Iteration 5Q (51795.520000 sec): 3 clusters
  Score: Raw -536418.500787 + Penalty 2740.281473 = -533678.219313
  nChanged 76
		SP:Iteration 6Q (51795.740000 sec): 3 clusters
  Score: Raw -536439.024463 + Penalty 2740.281473 = -533698.742989
  nChanged 58
		SP:Iteration 7Q (51795.930000 sec): 3 clusters
  Score: Raw -536458.586218 + Penalty 2740.281473 = -533718.304745
  nChanged 54
		SP:Iteration 8Q (51796.140000 sec): 3 clusters
  Score: Raw -536472.991880 + Penalty 2740.281473 = -533732.710406
  nChanged 43
		SP:Iteration 9Q (51796.310000 sec): 3 clusters
  Score: Raw -536483.796369 + Penalty 2740.281473 = -533743.514896
  nChanged 46
		SP:Iteration 10Q (51796.530000 sec): 3 clusters
  Score: Raw -536496.470050 + Penalty 2740.281473 = -533756.188576
  nChanged 42
		SP:Iteration 11Q (51796.770000 sec): 3 clusters
  Score: Raw -536508.756401 + Penalty 2740.281473 = -533768.474927
  nChanged 45
		SP:Iteration 12Q (51796.920000 sec): 3 clusters
  Score: Raw -536520.504668 + Penalty 2740.281473 = -533780.223195
  nChanged 38
		SP:Iteration 13Q (51797.150000 sec): 3 clusters
  Score: Raw -536530.567946 + Penalty 2740.281473 = -533790.286473
  nChanged 37
		SP:Iteration 14Q (51797.300000 sec): 3 clusters
  Score: Raw -536539.386728 + Penalty 2740.281473 = -533799.105254
  nChanged 27
		SP:Iteration 15Q (51797.440000 sec): 3 clusters
  Score: Raw -536546.624709 + Penalty 2740.281473 = -533806.343235
  nChanged 33
		SP:Iteration 16Q (51797.590000 sec): 3 clusters
  Score: Raw -536554.954368 + Penalty 2740.281473 = -533814.672894
  nChanged 25
		SP:Iteration 17Q (51797.730000 sec): 3 clusters
  Score: Raw -536561.972356 + Penalty 2740.281473 = -533821.690882
  nChanged 30
		SP:Iteration 18Q (51797.950000 sec): 3 clusters
  Score: Raw -536569.900558 + Penalty 2740.281473 = -533829.619084
  nChanged 33
		SP:Iteration 19Q (51798.100000 sec): 3 clusters
  Score: Raw -536579.584012 + Penalty 2740.281473 = -533839.302539
  nChanged 38
		SP:Iteration 20F (51798.330000 sec): 3 clusters
  Score: Raw -536588.091397 + Penalty 2740.281473 = -533847.809923
  nChanged 28
		SP:Iteration 21Q (51798.490000 sec): 3 clusters
  Score: Raw -536594.187169 + Penalty 2740.281473 = -533853.905695
  nChanged 23
		SP:Iteration 22Q (51798.690000 sec): 3 clusters
  Score: Raw -536600.720585 + Penalty 2740.281473 = -533860.439111
  nChanged 29
		SP:Iteration 23Q (51798.880000 sec): 3 clusters
  Score: Raw -536606.480927 + Penalty 2740.281473 = -533866.199454
  nChanged 24
		SP:Iteration 24Q (51799.100000 sec): 3 clusters
  Score: Raw -536611.719946 + Penalty 2740.281473 = -533871.438473
  nChanged 23
		SP:Iteration 25Q (51799.280000 sec): 3 clusters
  Score: Raw -536617.171490 + Penalty 2740.281473 = -533876.890017
  nChanged 24
		SP:Iteration 26Q (51799.470000 sec): 3 clusters
  Score: Raw -536622.318924 + Penalty 2740.281473 = -533882.037451
  nChanged 22
		SP:Iteration 27Q (51799.700000 sec): 3 clusters
  Score: Raw -536627.977214 + Penalty 2740.281473 = -533887.695741
  nChanged 26
		SP:Iteration 28Q (51799.880000 sec): 3 clusters
  Score: Raw -536633.721194 + Penalty 2740.281473 = -533893.439720
  nChanged 22
		SP:Iteration 29Q (51800.080000 sec): 3 clusters
  Score: Raw -536638.747227 + Penalty 2740.281473 = -533898.465753
  nChanged 25
		SP:Iteration 30Q (51800.280000 sec): 3 clusters
  Score: Raw -536645.088701 + Penalty 2740.281473 = -533904.807227
  nChanged 26
		SP:Iteration 31Q (51800.470000 sec): 3 clusters
  Score: Raw -536651.770809 + Penalty 2740.281473 = -533911.489336
  nChanged 27
		SP:Iteration 32Q (51800.640000 sec): 3 clusters
  Score: Raw -536657.687051 + Penalty 2740.281473 = -533917.405577
  nChanged 25
		SP:Iteration 33Q (51800.850000 sec): 3 clusters
  Score: Raw -536664.383741 + Penalty 2740.281473 = -533924.102268
  nChanged 27
		SP:Iteration 34Q (51801.070000 sec): 3 clusters
  Score: Raw -536673.141576 + Penalty 2740.281473 = -533932.860102
  nChanged 29
		SP:Iteration 35Q (51801.280000 sec): 3 clusters
  Score: Raw -536680.447203 + Penalty 2740.281473 = -533940.165730
  nChanged 31
		SP:Iteration 36Q (51801.460000 sec): 3 clusters
  Score: Raw -536689.596579 + Penalty 2740.281473 = -533949.315106
  nChanged 37
		SP:Iteration 37Q (51801.650000 sec): 3 clusters
  Score: Raw -536697.530733 + Penalty 2740.281473 = -533957.249259
  nChanged 31
		SP:Iteration 38Q (51801.860000 sec): 3 clusters
  Score: Raw -536705.000617 + Penalty 2740.281473 = -533964.719143
  nChanged 31
		SP:Iteration 39Q (51802.060000 sec): 3 clusters
  Score: Raw -536711.254868 + Penalty 2740.281473 = -533970.973394
  nChanged 24
		SP:Iteration 40F (51802.220000 sec): 3 clusters
  Score: Raw -536716.173451 + Penalty 2740.281473 = -533975.891978
  nChanged 15
		SP:Iteration 41Q (51802.450000 sec): 3 clusters
  Score: Raw -536719.592119 + Penalty 2740.281473 = -533979.310646
  nChanged 21
		SP:Iteration 42Q (51802.660000 sec): 3 clusters
  Score: Raw -536722.765048 + Penalty 2740.281473 = -533982.483574
  nChanged 16
		SP:Iteration 43Q (51802.880000 sec): 3 clusters
  Score: Raw -536725.846891 + Penalty 2740.281473 = -533985.565418
  nChanged 18
		SP:Iteration 44Q (51803.120000 sec): 3 clusters
  Score: Raw -536729.534425 + Penalty 2740.281473 = -533989.252951
  nChanged 15
		SP:Iteration 45Q (51803.320000 sec): 3 clusters
  Score: Raw -536732.824570 + Penalty 2740.281473 = -533992.543097
  nChanged 18
		SP:Iteration 46Q (51803.510000 sec): 3 clusters
  Score: Raw -536736.705887 + Penalty 2740.281473 = -533996.424413
  nChanged 10
		SP:Iteration 47Q (51803.740000 sec): 3 clusters
  Score: Raw -536739.610588 + Penalty 2740.281473 = -533999.329115
  nChanged 10
		SP:Iteration 48Q (51803.920000 sec): 3 clusters
  Score: Raw -536742.562945 + Penalty 2740.281473 = -534002.281471
  nChanged 19
		SP:Iteration 49Q (51804.120000 sec): 3 clusters
  Score: Raw -536747.754855 + Penalty 2740.281473 = -534007.473381
  nChanged 23
		SP:Iteration 50Q (51804.330000 sec): 3 clusters
  Score: Raw -536753.716565 + Penalty 2740.281473 = -534013.435092
  nChanged 27
		SP:Iteration 51Q (51804.530000 sec): 3 clusters
  Score: Raw -536760.070018 + Penalty 2740.281473 = -534019.788545
  nChanged 26
		SP:Iteration 52Q (51804.720000 sec): 3 clusters
  Score: Raw -536767.204637 + Penalty 2740.281473 = -534026.923163
  nChanged 31
		SP:Iteration 53Q (51804.920000 sec): 3 clusters
  Score: Raw -536775.841500 + Penalty 2740.281473 = -534035.560026
  nChanged 38
		SP:Iteration 54Q (51805.080000 sec): 3 clusters
  Score: Raw -536788.318890 + Penalty 2740.281473 = -534048.037417
  nChanged 29
		SP:Iteration 55Q (51805.280000 sec): 3 clusters
  Score: Raw -536797.115019 + Penalty 2740.281473 = -534056.833546
  nChanged 30
		SP:Iteration 56Q (51805.450000 sec): 3 clusters
  Score: Raw -536806.534305 + Penalty 2740.281473 = -534066.252831
  nChanged 35
		SP:Iteration 57Q (51805.690000 sec): 3 clusters
  Score: Raw -536816.771990 + Penalty 2740.281473 = -534076.490516
  nChanged 30
		SP:Iteration 58Q (51805.920000 sec): 3 clusters
  Score: Raw -536828.102618 + Penalty 2740.281473 = -534087.821144
  nChanged 38
		SP:Iteration 59Q (51806.110000 sec): 3 clusters
  Score: Raw -536841.660409 + Penalty 2740.281473 = -534101.378935
  nChanged 46
		SP:Iteration 60F (51806.320000 sec): 3 clusters
  Score: Raw -536862.598078 + Penalty 2740.281473 = -534122.316604
  nChanged 52
		SP:Iteration 61Q (51806.540000 sec): 3 clusters
  Score: Raw -536889.277204 + Penalty 2740.281473 = -534148.995730
  nChanged 68
		SP:Iteration 62Q (51806.720000 sec): 3 clusters
  Score: Raw -536923.487735 + Penalty 2740.281473 = -534183.206261
  nChanged 71
		SP:Iteration 63Q (51806.930000 sec): 3 clusters
  Score: Raw -536966.931908 + Penalty 2740.281473 = -534226.650435
  nChanged 79
		SP:Iteration 64Q (51807.150000 sec): 3 clusters
  Score: Raw -537016.329441 + Penalty 2740.281473 = -534276.047967
  nChanged 89
		SP:Iteration 65Q (51807.330000 sec): 3 clusters
  Score: Raw -537073.502144 + Penalty 2740.281473 = -534333.220670
  nChanged 93
		SP:Iteration 66Q (51807.530000 sec): 3 clusters
  Score: Raw -537128.179977 + Penalty 2740.281473 = -534387.898504
  nChanged 86
		SP:Iteration 67Q (51807.690000 sec): 3 clusters
  Score: Raw -537177.480547 + Penalty 2740.281473 = -534437.199074
  nChanged 70
		SP:Iteration 68Q (51807.890000 sec): 3 clusters
  Score: Raw -537222.565609 + Penalty 2740.281473 = -534482.284135
  nChanged 62
		SP:Iteration 69Q (51808.080000 sec): 3 clusters
  Score: Raw -537264.394420 + Penalty 2740.281473 = -534524.112946
  nChanged 63
		SP:Iteration 70Q (51808.260000 sec): 3 clusters
  Score: Raw -537303.084424 + Penalty 2740.281473 = -534562.802951
  nChanged 50
		SP:Iteration 71Q (51808.460000 sec): 3 clusters
  Score: Raw -537333.622161 + Penalty 2740.281473 = -534593.340687
  nChanged 39
		SP:Iteration 72Q (51808.690000 sec): 3 clusters
  Score: Raw -537356.123163 + Penalty 2740.281473 = -534615.841690
  nChanged 27
		SP:Iteration 73Q (51808.890000 sec): 3 clusters
  Score: Raw -537368.682757 + Penalty 2740.281473 = -534628.401284
  nChanged 18
		SP:Iteration 74Q (51809.090000 sec): 3 clusters
  Score: Raw -537379.470685 + Penalty 2740.281473 = -534639.189212
  nChanged 15
		SP:Iteration 75Q (51809.290000 sec): 3 clusters
  Score: Raw -537386.927823 + Penalty 2740.281473 = -534646.646350
  nChanged 17
		SP:Iteration 76Q (51809.490000 sec): 3 clusters
  Score: Raw -537397.232073 + Penalty 2740.281473 = -534656.950599
  nChanged 14
		SP:Iteration 77Q (51809.690000 sec): 3 clusters
  Score: Raw -537405.546894 + Penalty 2740.281473 = -534665.265420
  nChanged 11
		SP:Iteration 78Q (51809.880000 sec): 3 clusters
  Score: Raw -537411.127106 + Penalty 2740.281473 = -534670.845632
  nChanged 14
		SP:Iteration 79Q (51810.020000 sec): 3 clusters
  Score: Raw -537419.840734 + Penalty 2740.281473 = -534679.559260
  nChanged 12
		SP:Iteration 80F (51810.280000 sec): 3 clusters
  Score: Raw -537426.195290 + Penalty 2740.281473 = -534685.913817
  nChanged 14
		SP:Iteration 81Q (51810.440000 sec): 3 clusters
  Score: Raw -537437.970058 + Penalty 2740.281473 = -534697.688585
  nChanged 11
		SP:Iteration 82Q (51810.620000 sec): 3 clusters
  Score: Raw -537447.664248 + Penalty 2740.281473 = -534707.382774
  nChanged 15
		SP:Iteration 83Q (51810.860000 sec): 3 clusters
  Score: Raw -537458.363680 + Penalty 2740.281473 = -534718.082206
  nChanged 11
		SP:Iteration 84Q (51811.030000 sec): 3 clusters
  Score: Raw -537464.790609 + Penalty 2740.281473 = -534724.509136
  nChanged 9
		SP:Iteration 85Q (51811.240000 sec): 3 clusters
  Score: Raw -537469.940730 + Penalty 2740.281473 = -534729.659257
  nChanged 5
		SP:Iteration 86Q (51811.490000 sec): 3 clusters
  Score: Raw -537471.837210 + Penalty 2740.281473 = -534731.555736
  nChanged 7
		SP:Iteration 87Q (51811.670000 sec): 3 clusters
  Score: Raw -537474.785761 + Penalty 2740.281473 = -534734.504288
  nChanged 7
		SP:Iteration 88Q (51811.850000 sec): 3 clusters
  Score: Raw -537479.333340 + Penalty 2740.281473 = -534739.051867
  nChanged 9
		SP:Iteration 89Q (51812.050000 sec): 3 clusters
  Score: Raw -537482.956770 + Penalty 2740.281473 = -534742.675296
  nChanged 7
		SP:Iteration 90Q (51812.230000 sec): 3 clusters
  Score: Raw -537487.794397 + Penalty 2740.281473 = -534747.512923
  nChanged 9
		SP:Iteration 91Q (51812.430000 sec): 3 clusters
  Score: Raw -537491.114353 + Penalty 2740.281473 = -534750.832880
  nChanged 5
		SP:Iteration 92Q (51812.640000 sec): 3 clusters
  Score: Raw -537495.324801 + Penalty 2740.281473 = -534755.043327
  nChanged 6
		SP:Iteration 93Q (51812.820000 sec): 3 clusters
  Score: Raw -537499.760452 + Penalty 2740.281473 = -534759.478978
  nChanged 6
		SP:Iteration 94Q (51812.990000 sec): 3 clusters
  Score: Raw -537504.195028 + Penalty 2740.281473 = -534763.913555
  nChanged 7
		SP:Iteration 95Q (51813.180000 sec): 3 clusters
  Score: Raw -537507.300008 + Penalty 2740.281473 = -534767.018534
  nChanged 4
		SP:Iteration 96Q (51813.380000 sec): 3 clusters
  Score: Raw -537509.891802 + Penalty 2740.281473 = -534769.610329
  nChanged 7
		SP:Iteration 97Q (51813.560000 sec): 3 clusters
  Score: Raw -537513.853746 + Penalty 2740.281473 = -534773.572273
  nChanged 5
		SP:Iteration 98Q (51813.740000 sec): 3 clusters
  Score: Raw -537518.594273 + Penalty 2740.281473 = -534778.312799
  nChanged 7
		SP:Iteration 99Q (51814.010000 sec): 3 clusters
  Score: Raw -537521.889485 + Penalty 2740.281473 = -534781.608011
  nChanged 4
		SP:Iteration 100F (51814.260000 sec): 3 clusters
  Score: Raw -537524.113048 + Penalty 2740.281473 = -534783.831574
  nChanged 4
		SP:Iteration 101Q (51814.460000 sec): 3 clusters
  Score: Raw -537526.543380 + Penalty 2740.281473 = -534786.261906
  nChanged 5
		SP:Iteration 102Q (51814.670000 sec): 3 clusters
  Score: Raw -537530.923753 + Penalty 2740.281473 = -534790.642280
  nChanged 6
		SP:Iteration 103Q (51814.860000 sec): 3 clusters
  Score: Raw -537537.361470 + Penalty 2740.281473 = -534797.079996
  nChanged 5
		SP:Iteration 104Q (51815.100000 sec): 3 clusters
  Score: Raw -537540.890596 + Penalty 2740.281473 = -534800.609123
  nChanged 6
		SP:Iteration 105Q (51815.300000 sec): 3 clusters
  Score: Raw -537544.822265 + Penalty 2740.281473 = -534804.540792
  nChanged 3
		SP:Iteration 106Q (51815.500000 sec): 3 clusters
  Score: Raw -537546.954401 + Penalty 2740.281473 = -534806.672927
  nChanged 3
		SP:Iteration 107Q (51815.720000 sec): 3 clusters
  Score: Raw -537548.960104 + Penalty 2740.281473 = -534808.678631
  nChanged 4
		SP:Iteration 108Q (51815.960000 sec): 3 clusters
  Score: Raw -537551.717267 + Penalty 2740.281473 = -534811.435793
  nChanged 2
		SP:Iteration 109Q (51816.200000 sec): 3 clusters
  Score: Raw -537554.182930 + Penalty 2740.281473 = -534813.901457
  nChanged 1
		SP:Iteration 110Q (51816.420000 sec): 3 clusters
  Score: Raw -537555.347052 + Penalty 2740.281473 = -534815.065578
  nChanged 0
		SP:Iteration 111F (51816.620000 sec): 3 clusters
  Score: Raw -537555.347052 + Penalty 2740.281473 = -534815.065578
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51817.100000 sec): 2 clusters
  Score: Raw -9311716.161007 + Penalty 1827.631933 = -9309888.529074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51817.650000 sec): 3 clusters
  Score: Raw -9262453.326810 + Penalty 3655.263867 = -9258798.062943
  nChanged 36393
		SP:Iteration 1F (51818.220000 sec): 3 clusters
  Score: Raw -9283659.595160 + Penalty 3655.263867 = -9280004.331293
  nChanged 3367
		SP:Iteration 2Q (51818.760000 sec): 3 clusters
  Score: Raw -9284899.061843 + Penalty 3655.263867 = -9281243.797976
  nChanged 3893
		SP:Iteration 3F (51819.250000 sec): 3 clusters
  Score: Raw -9286643.167191 + Penalty 3655.263867 = -9282987.903324
  nChanged 4492
		SP:Iteration 4F (51819.800000 sec): 3 clusters
  Score: Raw -9288995.761123 + Penalty 3655.263867 = -9285340.497256
  nChanged 4819
		SP:Iteration 5F (51820.270000 sec): 3 clusters
  Score: Raw -9291596.024097 + Penalty 3655.263867 = -9287940.760230
  nChanged 4679
		SP:Iteration 6F (51820.770000 sec): 3 clusters
  Score: Raw -9293909.741603 + Penalty 3655.263867 = -9290254.477736
  nChanged 4026
		SP:Iteration 7F (51821.260000 sec): 3 clusters
  Score: Raw -9295627.322740 + Penalty 3655.263867 = -9291972.058873
  nChanged 3226
		SP:Iteration 8Q (51821.790000 sec): 3 clusters
  Score: Raw -9296871.041790 + Penalty 3655.263867 = -9293215.777923
  nChanged 2639
		SP:Iteration 9Q (51822.300000 sec): 3 clusters
  Score: Raw -9297870.503490 + Penalty 3655.263867 = -9294215.239623
  nChanged 2359
		SP:Iteration 10Q (51822.850000 sec): 3 clusters
  Score: Raw -9298870.408378 + Penalty 3655.263867 = -9295215.144511
  nChanged 2224
		SP:Iteration 11Q (51823.400000 sec): 3 clusters
  Score: Raw -9299947.285828 + Penalty 3655.263867 = -9296292.021961
  nChanged 2221
		SP:Iteration 12Q (51823.940000 sec): 3 clusters
  Score: Raw -9301201.203641 + Penalty 3655.263867 = -9297545.939774
  nChanged 2250
		SP:Iteration 13Q (51824.520000 sec): 3 clusters
  Score: Raw -9302579.049621 + Penalty 3655.263867 = -9298923.785754
  nChanged 2146
		SP:Iteration 14Q (51825.020000 sec): 3 clusters
  Score: Raw -9303788.982714 + Penalty 3655.263867 = -9300133.718847
  nChanged 1869
		SP:Iteration 15Q (51825.590000 sec): 3 clusters
  Score: Raw -9304715.607415 + Penalty 3655.263867 = -9301060.343548
  nChanged 1515
		SP:Iteration 16Q (51826.130000 sec): 3 clusters
  Score: Raw -9305383.808866 + Penalty 3655.263867 = -9301728.544999
  nChanged 1360
		SP:Iteration 17Q (51826.670000 sec): 3 clusters
  Score: Raw -9305952.572214 + Penalty 3655.263867 = -9302297.308347
  nChanged 1378
		SP:Iteration 18Q (51827.180000 sec): 3 clusters
  Score: Raw -9306494.256809 + Penalty 3655.263867 = -9302838.992942
  nChanged 1303
		SP:Iteration 19Q (51827.710000 sec): 3 clusters
  Score: Raw -9306987.185614 + Penalty 3655.263867 = -9303331.921747
  nChanged 1285
		SP:Iteration 20F (51828.270000 sec): 3 clusters
  Score: Raw -9307455.137956 + Penalty 3655.263867 = -9303799.874089
  nChanged 1128
		SP:Iteration 21Q (51828.840000 sec): 3 clusters
  Score: Raw -9307856.510943 + Penalty 3655.263867 = -9304201.247076
  nChanged 1079
		SP:Iteration 22Q (51829.400000 sec): 3 clusters
  Score: Raw -9308253.119470 + Penalty 3655.263867 = -9304597.855603
  nChanged 1055
		SP:Iteration 23Q (51829.940000 sec): 3 clusters
  Score: Raw -9308646.764100 + Penalty 3655.263867 = -9304991.500233
  nChanged 984
		SP:Iteration 24Q (51830.390000 sec): 3 clusters
  Score: Raw -9309023.293971 + Penalty 3655.263867 = -9305368.030104
  nChanged 966
		SP:Iteration 25Q (51830.960000 sec): 3 clusters
  Score: Raw -9309419.117808 + Penalty 3655.263867 = -9305763.853941
  nChanged 864
		SP:Iteration 26Q (51831.440000 sec): 3 clusters
  Score: Raw -9309765.066462 + Penalty 3655.263867 = -9306109.802595
  nChanged 853
		SP:Iteration 27Q (51832.010000 sec): 3 clusters
  Score: Raw -9310102.410465 + Penalty 3655.263867 = -9306447.146598
  nChanged 757
		SP:Iteration 28Q (51832.510000 sec): 3 clusters
  Score: Raw -9310411.965122 + Penalty 3655.263867 = -9306756.701255
  nChanged 757
		SP:Iteration 29Q (51833.040000 sec): 3 clusters
  Score: Raw -9310735.726985 + Penalty 3655.263867 = -9307080.463118
  nChanged 603
		SP:Iteration 30Q (51833.560000 sec): 3 clusters
  Score: Raw -9310979.642975 + Penalty 3655.263867 = -9307324.379108
  nChanged 556
		SP:Iteration 31Q (51834.110000 sec): 3 clusters
  Score: Raw -9311204.401970 + Penalty 3655.263867 = -9307549.138103
  nChanged 477
		SP:Iteration 32Q (51834.610000 sec): 3 clusters
  Score: Raw -9311396.026522 + Penalty 3655.263867 = -9307740.762655
  nChanged 422
		SP:Iteration 33Q (51835.200000 sec): 3 clusters
  Score: Raw -9311551.709302 + Penalty 3655.263867 = -9307896.445435
  nChanged 359
		SP:Iteration 34Q (51835.680000 sec): 3 clusters
  Score: Raw -9311689.093189 + Penalty 3655.263867 = -9308033.829322
  nChanged 341
		SP:Iteration 35Q (51836.160000 sec): 3 clusters
  Score: Raw -9311809.015252 + Penalty 3655.263867 = -9308153.751385
  nChanged 278
		SP:Iteration 36Q (51836.650000 sec): 3 clusters
  Score: Raw -9311894.640065 + Penalty 3655.263867 = -9308239.376198
  nChanged 246
		SP:Iteration 37Q (51837.170000 sec): 3 clusters
  Score: Raw -9311972.083968 + Penalty 3655.263867 = -9308316.820101
  nChanged 206
		SP:Iteration 38Q (51837.680000 sec): 3 clusters
  Score: Raw -9312031.512862 + Penalty 3655.263867 = -9308376.248995
  nChanged 164
		SP:Iteration 39Q (51838.150000 sec): 3 clusters
  Score: Raw -9312075.933599 + Penalty 3655.263867 = -9308420.669732
  nChanged 140
		SP:Iteration 40F (51838.700000 sec): 3 clusters
  Score: Raw -9312110.591521 + Penalty 3655.263867 = -9308455.327654
  nChanged 133
		SP:Iteration 41Q (51839.190000 sec): 3 clusters
  Score: Raw -9312143.396644 + Penalty 3655.263867 = -9308488.132777
  nChanged 124
		SP:Iteration 42Q (51839.730000 sec): 3 clusters
  Score: Raw -9312174.038240 + Penalty 3655.263867 = -9308518.774373
  nChanged 123
		SP:Iteration 43Q (51840.210000 sec): 3 clusters
  Score: Raw -9312207.968694 + Penalty 3655.263867 = -9308552.704827
  nChanged 120
		SP:Iteration 44Q (51840.760000 sec): 3 clusters
  Score: Raw -9312239.876484 + Penalty 3655.263867 = -9308584.612617
  nChanged 119
		SP:Iteration 45Q (51841.220000 sec): 3 clusters
  Score: Raw -9312271.175334 + Penalty 3655.263867 = -9308615.911467
  nChanged 93
		SP:Iteration 46Q (51841.710000 sec): 3 clusters
  Score: Raw -9312293.555559 + Penalty 3655.263867 = -9308638.291692
  nChanged 84
		SP:Iteration 47Q (51842.170000 sec): 3 clusters
  Score: Raw -9312313.528074 + Penalty 3655.263867 = -9308658.264207
  nChanged 85
		SP:Iteration 48Q (51842.670000 sec): 3 clusters
  Score: Raw -9312337.545521 + Penalty 3655.263867 = -9308682.281654
  nChanged 82
		SP:Iteration 49Q (51843.170000 sec): 3 clusters
  Score: Raw -9312357.415371 + Penalty 3655.263867 = -9308702.151504
  nChanged 75
		SP:Iteration 50Q (51843.680000 sec): 3 clusters
  Score: Raw -9312375.402499 + Penalty 3655.263867 = -9308720.138632
  nChanged 57
		SP:Iteration 51Q (51844.200000 sec): 3 clusters
  Score: Raw -9312390.541176 + Penalty 3655.263867 = -9308735.277309
  nChanged 58
		SP:Iteration 52Q (51844.710000 sec): 3 clusters
  Score: Raw -9312405.928727 + Penalty 3655.263867 = -9308750.664860
  nChanged 47
		SP:Iteration 53Q (51845.170000 sec): 3 clusters
  Score: Raw -9312417.931853 + Penalty 3655.263867 = -9308762.667986
  nChanged 48
		SP:Iteration 54Q (51845.640000 sec): 3 clusters
  Score: Raw -9312431.576732 + Penalty 3655.263867 = -9308776.312865
  nChanged 55
		SP:Iteration 55Q (51846.150000 sec): 3 clusters
  Score: Raw -9312450.840170 + Penalty 3655.263867 = -9308795.576303
  nChanged 45
		SP:Iteration 56Q (51846.670000 sec): 3 clusters
  Score: Raw -9312463.219317 + Penalty 3655.263867 = -9308807.955450
  nChanged 38
		SP:Iteration 57Q (51847.190000 sec): 3 clusters
  Score: Raw -9312472.214411 + Penalty 3655.263867 = -9308816.950544
  nChanged 33
		SP:Iteration 58Q (51847.750000 sec): 3 clusters
  Score: Raw -9312480.182133 + Penalty 3655.263867 = -9308824.918266
  nChanged 30
		SP:Iteration 59Q (51848.270000 sec): 3 clusters
  Score: Raw -9312486.514029 + Penalty 3655.263867 = -9308831.250162
  nChanged 28
		SP:Iteration 60F (51848.800000 sec): 3 clusters
  Score: Raw -9312493.174765 + Penalty 3655.263867 = -9308837.910898
  nChanged 29
		SP:Iteration 61Q (51849.260000 sec): 3 clusters
  Score: Raw -9312498.935767 + Penalty 3655.263867 = -9308843.671900
  nChanged 21
		SP:Iteration 62Q (51849.730000 sec): 3 clusters
  Score: Raw -9312503.518455 + Penalty 3655.263867 = -9308848.254588
  nChanged 22
		SP:Iteration 63Q (51850.250000 sec): 3 clusters
  Score: Raw -9312507.973827 + Penalty 3655.263867 = -9308852.709960
  nChanged 17
		SP:Iteration 64Q (51850.750000 sec): 3 clusters
  Score: Raw -9312511.938092 + Penalty 3655.263867 = -9308856.674225
  nChanged 15
		SP:Iteration 65Q (51851.290000 sec): 3 clusters
  Score: Raw -9312515.404294 + Penalty 3655.263867 = -9308860.140427
  nChanged 19
		SP:Iteration 66Q (51851.830000 sec): 3 clusters
  Score: Raw -9312519.499018 + Penalty 3655.263867 = -9308864.235151
  nChanged 16
		SP:Iteration 67Q (51852.350000 sec): 3 clusters
  Score: Raw -9312522.031186 + Penalty 3655.263867 = -9308866.767319
  nChanged 10
		SP:Iteration 68Q (51852.830000 sec): 3 clusters
  Score: Raw -9312523.901310 + Penalty 3655.263867 = -9308868.637443
  nChanged 10
		SP:Iteration 69Q (51853.280000 sec): 3 clusters
  Score: Raw -9312525.503436 + Penalty 3655.263867 = -9308870.239569
  nChanged 7
		SP:Iteration 70Q (51853.840000 sec): 3 clusters
  Score: Raw -9312526.318600 + Penalty 3655.263867 = -9308871.054733
  nChanged 8
		SP:Iteration 71Q (51854.360000 sec): 3 clusters
  Score: Raw -9312527.544293 + Penalty 3655.263867 = -9308872.280426
  nChanged 6
		SP:Iteration 72Q (51854.790000 sec): 3 clusters
  Score: Raw -9312529.031154 + Penalty 3655.263867 = -9308873.767287
  nChanged 10
		SP:Iteration 73Q (51855.270000 sec): 3 clusters
  Score: Raw -9312531.313792 + Penalty 3655.263867 = -9308876.049925
  nChanged 7
		SP:Iteration 74Q (51855.750000 sec): 3 clusters
  Score: Raw -9312532.530782 + Penalty 3655.263867 = -9308877.266915
  nChanged 7
		SP:Iteration 75Q (51856.210000 sec): 3 clusters
  Score: Raw -9312533.306897 + Penalty 3655.263867 = -9308878.043030
  nChanged 6
		SP:Iteration 76Q (51856.690000 sec): 3 clusters
  Score: Raw -9312534.076845 + Penalty 3655.263867 = -9308878.812978
  nChanged 5
		SP:Iteration 77Q (51857.150000 sec): 3 clusters
  Score: Raw -9312535.384041 + Penalty 3655.263867 = -9308880.120174
  nChanged 6
		SP:Iteration 78Q (51857.710000 sec): 3 clusters
  Score: Raw -9312536.403851 + Penalty 3655.263867 = -9308881.139984
  nChanged 7
		SP:Iteration 79Q (51858.260000 sec): 3 clusters
  Score: Raw -9312537.622410 + Penalty 3655.263867 = -9308882.358543
  nChanged 5
		SP:Iteration 80F (51858.930000 sec): 3 clusters
  Score: Raw -9312538.589303 + Penalty 3655.263867 = -9308883.325436
  nChanged 5
		SP:Iteration 81Q (51859.510000 sec): 3 clusters
  Score: Raw -9312539.440082 + Penalty 3655.263867 = -9308884.176215
  nChanged 3
		SP:Iteration 82Q (51860.050000 sec): 3 clusters
  Score: Raw -9312539.819381 + Penalty 3655.263867 = -9308884.555514
  nChanged 5
		SP:Iteration 83Q (51860.530000 sec): 3 clusters
  Score: Raw -9312540.406135 + Penalty 3655.263867 = -9308885.142268
  nChanged 8
		SP:Iteration 84Q (51861.020000 sec): 3 clusters
  Score: Raw -9312541.519475 + Penalty 3655.263867 = -9308886.255608
  nChanged 4
		SP:Iteration 85Q (51861.560000 sec): 3 clusters
  Score: Raw -9312542.181940 + Penalty 3655.263867 = -9308886.918073
  nChanged 3
		SP:Iteration 86Q (51862.060000 sec): 3 clusters
  Score: Raw -9312542.666887 + Penalty 3655.263867 = -9308887.403020
  nChanged 4
		SP:Iteration 87Q (51862.550000 sec): 3 clusters
  Score: Raw -9312543.013153 + Penalty 3655.263867 = -9308887.749286
  nChanged 3
		SP:Iteration 88Q (51863.000000 sec): 3 clusters
  Score: Raw -9312543.503390 + Penalty 3655.263867 = -9308888.239523
  nChanged 5
		SP:Iteration 89Q (51863.430000 sec): 3 clusters
  Score: Raw -9312544.207112 + Penalty 3655.263867 = -9308888.943245
  nChanged 5
		SP:Iteration 90Q (51863.850000 sec): 3 clusters
  Score: Raw -9312545.160777 + Penalty 3655.263867 = -9308889.896910
  nChanged 4
		SP:Iteration 91Q (51864.340000 sec): 3 clusters
  Score: Raw -9312545.820464 + Penalty 3655.263867 = -9308890.556597
  nChanged 3
		SP:Iteration 92Q (51864.780000 sec): 3 clusters
  Score: Raw -9312546.418520 + Penalty 3655.263867 = -9308891.154653
  nChanged 2
		SP:Iteration 93Q (51865.330000 sec): 3 clusters
  Score: Raw -9312547.060309 + Penalty 3655.263867 = -9308891.796442
  nChanged 4
		SP:Iteration 94Q (51865.830000 sec): 3 clusters
  Score: Raw -9312547.975395 + Penalty 3655.263867 = -9308892.711528
  nChanged 5
		SP:Iteration 95Q (51866.310000 sec): 3 clusters
  Score: Raw -9312549.077749 + Penalty 3655.263867 = -9308893.813882
  nChanged 2
		SP:Iteration 96Q (51866.800000 sec): 3 clusters
  Score: Raw -9312549.609875 + Penalty 3655.263867 = -9308894.346008
  nChanged 4
		SP:Iteration 97Q (51867.290000 sec): 3 clusters
  Score: Raw -9312550.603506 + Penalty 3655.263867 = -9308895.339639
  nChanged 7
		SP:Iteration 98Q (51867.780000 sec): 3 clusters
  Score: Raw -9312552.055592 + Penalty 3655.263867 = -9308896.791725
  nChanged 3
		SP:Iteration 99Q (51868.300000 sec): 3 clusters
  Score: Raw -9312552.603486 + Penalty 3655.263867 = -9308897.339619
  nChanged 4
		SP:Iteration 100F (51868.860000 sec): 3 clusters
  Score: Raw -9312553.033002 + Penalty 3655.263867 = -9308897.769135
  nChanged 3
		SP:Iteration 101Q (51869.400000 sec): 3 clusters
  Score: Raw -9312553.704234 + Penalty 3655.263867 = -9308898.440367
  nChanged 4
		SP:Iteration 102Q (51869.900000 sec): 3 clusters
  Score: Raw -9312554.392846 + Penalty 3655.263867 = -9308899.128979
  nChanged 4
		SP:Iteration 103Q (51870.410000 sec): 3 clusters
  Score: Raw -9312554.918667 + Penalty 3655.263867 = -9308899.654800
  nChanged 2
		SP:Iteration 104Q (51870.860000 sec): 3 clusters
  Score: Raw -9312555.315934 + Penalty 3655.263867 = -9308900.052067
  nChanged 2
		SP:Iteration 105Q (51871.330000 sec): 3 clusters
  Score: Raw -9312555.796683 + Penalty 3655.263867 = -9308900.532816
  nChanged 3
		SP:Iteration 106Q (51871.770000 sec): 3 clusters
  Score: Raw -9312556.345544 + Penalty 3655.263867 = -9308901.081677
  nChanged 5
		SP:Iteration 107Q (51872.190000 sec): 3 clusters
  Score: Raw -9312557.180307 + Penalty 3655.263867 = -9308901.916440
  nChanged 6
		SP:Iteration 108Q (51872.620000 sec): 3 clusters
  Score: Raw -9312558.846334 + Penalty 3655.263867 = -9308903.582467
  nChanged 9
		SP:Iteration 109Q (51873.050000 sec): 3 clusters
  Score: Raw -9312560.198222 + Penalty 3655.263867 = -9308904.934355
  nChanged 4
		SP:Iteration 110Q (51873.490000 sec): 3 clusters
  Score: Raw -9312560.950719 + Penalty 3655.263867 = -9308905.686852
  nChanged 3
		SP:Iteration 111Q (51874.020000 sec): 3 clusters
  Score: Raw -9312561.424602 + Penalty 3655.263867 = -9308906.160735
  nChanged 1
		SP:Iteration 112Q (51874.520000 sec): 3 clusters
  Score: Raw -9312561.564310 + Penalty 3655.263867 = -9308906.300443
  nChanged 1
		SP:Iteration 113Q (51875.030000 sec): 3 clusters
  Score: Raw -9312561.617557 + Penalty 3655.263867 = -9308906.353690
  nChanged 0
		SP:Iteration 114F (51875.550000 sec): 3 clusters
  Score: Raw -9312561.617557 + Penalty 3655.263867 = -9308906.353690
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (17361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51875.760000 sec): 2 clusters
  Score: Raw -2010821.458226 + Penalty 1586.322008 = -2009235.136217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51876.040000 sec): 3 clusters
  Score: Raw -2000486.618151 + Penalty 3172.644017 = -1997313.974134
  nChanged 7838
		SP:Iteration 1F (51876.330000 sec): 3 clusters
  Score: Raw -2004775.147600 + Penalty 3172.644017 = -2001602.503583
  nChanged 978
		SP:Iteration 2F (51876.560000 sec): 3 clusters
  Score: Raw -2005162.072336 + Penalty 3172.644017 = -2001989.428319
  nChanged 819
		SP:Iteration 3Q (51876.820000 sec): 3 clusters
  Score: Raw -2005477.109157 + Penalty 3172.644017 = -2002304.465140
  nChanged 764
		SP:Iteration 4Q (51877.100000 sec): 3 clusters
  Score: Raw -2005827.544486 + Penalty 3172.644017 = -2002654.900469
  nChanged 745
		SP:Iteration 5Q (51877.430000 sec): 3 clusters
  Score: Raw -2006221.600390 + Penalty 3172.644017 = -2003048.956373
  nChanged 778
		SP:Iteration 6Q (51877.700000 sec): 3 clusters
  Score: Raw -2006673.569909 + Penalty 3172.644017 = -2003500.925892
  nChanged 810
		SP:Iteration 7Q (51877.950000 sec): 3 clusters
  Score: Raw -2007182.042323 + Penalty 3172.644017 = -2004009.398306
  nChanged 848
		SP:Iteration 8Q (51878.200000 sec): 3 clusters
  Score: Raw -2007763.268824 + Penalty 3172.644017 = -2004590.624808
  nChanged 866
		SP:Iteration 9Q (51878.470000 sec): 3 clusters
  Score: Raw -2008375.998791 + Penalty 3172.644017 = -2005203.354774
  nChanged 786
		SP:Iteration 10Q (51878.680000 sec): 3 clusters
  Score: Raw -2008926.872416 + Penalty 3172.644017 = -2005754.228400
  nChanged 665
		SP:Iteration 11Q (51878.920000 sec): 3 clusters
  Score: Raw -2009379.424253 + Penalty 3172.644017 = -2006206.780236
  nChanged 587
		SP:Iteration 12Q (51879.230000 sec): 3 clusters
  Score: Raw -2009797.526384 + Penalty 3172.644017 = -2006624.882367
  nChanged 475
		SP:Iteration 13Q (51879.460000 sec): 3 clusters
  Score: Raw -2010135.592000 + Penalty 3172.644017 = -2006962.947983
  nChanged 353
		SP:Iteration 14Q (51879.690000 sec): 3 clusters
  Score: Raw -2010392.843042 + Penalty 3172.644017 = -2007220.199026
  nChanged 278
		SP:Iteration 15Q (51879.960000 sec): 3 clusters
  Score: Raw -2010591.713077 + Penalty 3172.644017 = -2007419.069061
  nChanged 215
		SP:Iteration 16Q (51880.190000 sec): 3 clusters
  Score: Raw -2010725.453274 + Penalty 3172.644017 = -2007552.809257
  nChanged 152
		SP:Iteration 17Q (51880.460000 sec): 3 clusters
  Score: Raw -2010816.775309 + Penalty 3172.644017 = -2007644.131292
  nChanged 115
		SP:Iteration 18Q (51880.720000 sec): 3 clusters
  Score: Raw -2010880.533023 + Penalty 3172.644017 = -2007707.889006
  nChanged 83
		SP:Iteration 19Q (51880.990000 sec): 3 clusters
  Score: Raw -2010933.153450 + Penalty 3172.644017 = -2007760.509433
  nChanged 74
		SP:Iteration 20F (51881.280000 sec): 3 clusters
  Score: Raw -2010969.253131 + Penalty 3172.644017 = -2007796.609114
  nChanged 54
		SP:Iteration 21Q (51881.590000 sec): 3 clusters
  Score: Raw -2010992.264506 + Penalty 3172.644017 = -2007819.620489
  nChanged 44
		SP:Iteration 22Q (51881.830000 sec): 3 clusters
  Score: Raw -2011010.699672 + Penalty 3172.644017 = -2007838.055656
  nChanged 29
		SP:Iteration 23Q (51882.080000 sec): 3 clusters
  Score: Raw -2011023.290985 + Penalty 3172.644017 = -2007850.646968
  nChanged 27
		SP:Iteration 24Q (51882.290000 sec): 3 clusters
  Score: Raw -2011036.849404 + Penalty 3172.644017 = -2007864.205387
  nChanged 25
		SP:Iteration 25Q (51882.540000 sec): 3 clusters
  Score: Raw -2011051.074064 + Penalty 3172.644017 = -2007878.430047
  nChanged 24
		SP:Iteration 26Q (51882.850000 sec): 3 clusters
  Score: Raw -2011065.670384 + Penalty 3172.644017 = -2007893.026367
  nChanged 30
		SP:Iteration 27Q (51883.090000 sec): 3 clusters
  Score: Raw -2011077.165396 + Penalty 3172.644017 = -2007904.521379
  nChanged 17
		SP:Iteration 28Q (51883.300000 sec): 3 clusters
  Score: Raw -2011084.503690 + Penalty 3172.644017 = -2007911.859673
  nChanged 7
		SP:Iteration 29Q (51883.500000 sec): 3 clusters
  Score: Raw -2011086.961696 + Penalty 3172.644017 = -2007914.317679
  nChanged 11
		SP:Iteration 30Q (51883.790000 sec): 3 clusters
  Score: Raw -2011091.114525 + Penalty 3172.644017 = -2007918.470509
  nChanged 8
		SP:Iteration 31Q (51884.040000 sec): 3 clusters
  Score: Raw -2011094.636702 + Penalty 3172.644017 = -2007921.992685
  nChanged 8
		SP:Iteration 32Q (51884.230000 sec): 3 clusters
  Score: Raw -2011097.199789 + Penalty 3172.644017 = -2007924.555772
  nChanged 4
		SP:Iteration 33Q (51884.470000 sec): 3 clusters
  Score: Raw -2011098.772238 + Penalty 3172.644017 = -2007926.128221
  nChanged 4
		SP:Iteration 34Q (51884.770000 sec): 3 clusters
  Score: Raw -2011100.424583 + Penalty 3172.644017 = -2007927.780566
  nChanged 4
		SP:Iteration 35Q (51885.010000 sec): 3 clusters
  Score: Raw -2011102.257858 + Penalty 3172.644017 = -2007929.613841
  nChanged 2
		SP:Iteration 36Q (51885.260000 sec): 3 clusters
  Score: Raw -2011102.775893 + Penalty 3172.644017 = -2007930.131877
  nChanged 0
		SP:Iteration 37F (51885.530000 sec): 3 clusters
  Score: Raw -2011102.775893 + Penalty 3172.644017 = -2007930.131877
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51885.660000 sec): 2 clusters
  Score: Raw -255993.546398 + Penalty 1253.199432 = -254740.346965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51885.850000 sec): 3 clusters
  Score: Raw -255010.164237 + Penalty 2506.398865 = -252503.765372
  nChanged 791
		SP:Iteration 1F (51886.070000 sec): 3 clusters
  Score: Raw -255439.618041 + Penalty 2506.398865 = -252933.219176
  nChanged 181
		SP:Iteration 2F (51886.220000 sec): 3 clusters
  Score: Raw -255555.051177 + Penalty 2506.398865 = -253048.652313
  nChanged 104
		SP:Iteration 3Q (51886.460000 sec): 3 clusters
  Score: Raw -255639.701465 + Penalty 2506.398865 = -253133.302600
  nChanged 91
		SP:Iteration 4Q (51886.660000 sec): 3 clusters
  Score: Raw -255718.127181 + Penalty 2506.398865 = -253211.728316
  nChanged 93
		SP:Iteration 5Q (51886.840000 sec): 3 clusters
  Score: Raw -255792.648662 + Penalty 2506.398865 = -253286.249797
  nChanged 79
		SP:Iteration 6Q (51886.990000 sec): 3 clusters
  Score: Raw -255865.794569 + Penalty 2506.398865 = -253359.395704
  nChanged 82
		SP:Iteration 7Q (51887.180000 sec): 3 clusters
  Score: Raw -255935.920324 + Penalty 2506.398865 = -253429.521459
  nChanged 58
		SP:Iteration 8Q (51887.320000 sec): 3 clusters
  Score: Raw -255975.691251 + Penalty 2506.398865 = -253469.292386
  nChanged 52
		SP:Iteration 9Q (51887.480000 sec): 3 clusters
  Score: Raw -256002.703139 + Penalty 2506.398865 = -253496.304274
  nChanged 30
		SP:Iteration 10Q (51887.660000 sec): 3 clusters
  Score: Raw -256022.153471 + Penalty 2506.398865 = -253515.754606
  nChanged 27
		SP:Iteration 11Q (51887.840000 sec): 3 clusters
  Score: Raw -256041.461568 + Penalty 2506.398865 = -253535.062703
  nChanged 27
		SP:Iteration 12Q (51888.000000 sec): 3 clusters
  Score: Raw -256059.156006 + Penalty 2506.398865 = -253552.757141
  nChanged 19
		SP:Iteration 13Q (51888.180000 sec): 3 clusters
  Score: Raw -256074.475500 + Penalty 2506.398865 = -253568.076635
  nChanged 28
		SP:Iteration 14Q (51888.350000 sec): 3 clusters
  Score: Raw -256092.137019 + Penalty 2506.398865 = -253585.738154
  nChanged 30
		SP:Iteration 15Q (51888.510000 sec): 3 clusters
  Score: Raw -256111.306410 + Penalty 2506.398865 = -253604.907546
  nChanged 24
		SP:Iteration 16Q (51888.650000 sec): 3 clusters
  Score: Raw -256124.911067 + Penalty 2506.398865 = -253618.512202
  nChanged 21
		SP:Iteration 17Q (51888.830000 sec): 3 clusters
  Score: Raw -256137.275497 + Penalty 2506.398865 = -253630.876632
  nChanged 26
		SP:Iteration 18Q (51888.920000 sec): 3 clusters
  Score: Raw -256153.753497 + Penalty 2506.398865 = -253647.354632
  nChanged 14
		SP:Iteration 19Q (51889.110000 sec): 3 clusters
  Score: Raw -256160.238422 + Penalty 2506.398865 = -253653.839557
  nChanged 9
		SP:Iteration 20F (51889.250000 sec): 3 clusters
  Score: Raw -256163.730188 + Penalty 2506.398865 = -253657.331323
  nChanged 10
		SP:Iteration 21Q (51889.420000 sec): 3 clusters
  Score: Raw -256167.174636 + Penalty 2506.398865 = -253660.775771
  nChanged 10
		SP:Iteration 22Q (51889.630000 sec): 3 clusters
  Score: Raw -256171.258134 + Penalty 2506.398865 = -253664.859269
  nChanged 8
		SP:Iteration 23Q (51889.780000 sec): 3 clusters
  Score: Raw -256173.993030 + Penalty 2506.398865 = -253667.594165
  nChanged 4
		SP:Iteration 24Q (51889.990000 sec): 3 clusters
  Score: Raw -256176.449328 + Penalty 2506.398865 = -253670.050463
  nChanged 7
		SP:Iteration 25Q (51890.180000 sec): 3 clusters
  Score: Raw -256182.358758 + Penalty 2506.398865 = -253675.959893
  nChanged 10
		SP:Iteration 26Q (51890.340000 sec): 3 clusters
  Score: Raw -256186.430591 + Penalty 2506.398865 = -253680.031726
  nChanged 4
		SP:Iteration 27Q (51890.500000 sec): 3 clusters
  Score: Raw -256187.639360 + Penalty 2506.398865 = -253681.240495
  nChanged 3
		SP:Iteration 28Q (51890.690000 sec): 3 clusters
  Score: Raw -256189.081748 + Penalty 2506.398865 = -253682.682883
  nChanged 3
		SP:Iteration 29Q (51890.880000 sec): 3 clusters
  Score: Raw -256189.980621 + Penalty 2506.398865 = -253683.581756
  nChanged 2
		SP:Iteration 30Q (51891.070000 sec): 3 clusters
  Score: Raw -256190.865178 + Penalty 2506.398865 = -253684.466313
  nChanged 4
		SP:Iteration 31Q (51891.220000 sec): 3 clusters
  Score: Raw -256194.846764 + Penalty 2506.398865 = -253688.447899
  nChanged 9
		SP:Iteration 32Q (51891.370000 sec): 3 clusters
  Score: Raw -256197.332646 + Penalty 2506.398865 = -253690.933781
  nChanged 8
		SP:Iteration 33Q (51891.560000 sec): 3 clusters
  Score: Raw -256200.125724 + Penalty 2506.398865 = -253693.726859
  nChanged 8
		SP:Iteration 34Q (51891.720000 sec): 3 clusters
  Score: Raw -256205.482487 + Penalty 2506.398865 = -253699.083622
  nChanged 12
		SP:Iteration 35Q (51891.900000 sec): 3 clusters
  Score: Raw -256209.373571 + Penalty 2506.398865 = -253702.974706
  nChanged 7
		SP:Iteration 36Q (51892.120000 sec): 3 clusters
  Score: Raw -256211.469956 + Penalty 2506.398865 = -253705.071091
  nChanged 4
		SP:Iteration 37Q (51892.240000 sec): 3 clusters
  Score: Raw -256212.147851 + Penalty 2506.398865 = -253705.748986
  nChanged 2
		SP:Iteration 38Q (51892.430000 sec): 3 clusters
  Score: Raw -256212.863614 + Penalty 2506.398865 = -253706.464749
  nChanged 5
		SP:Iteration 39Q (51892.620000 sec): 3 clusters
  Score: Raw -256214.561835 + Penalty 2506.398865 = -253708.162970
  nChanged 6
		SP:Iteration 40F (51892.810000 sec): 3 clusters
  Score: Raw -256215.793483 + Penalty 2506.398865 = -253709.394618
  nChanged 6
		SP:Iteration 41Q (51893.000000 sec): 3 clusters
  Score: Raw -256217.337033 + Penalty 2506.398865 = -253710.938168
  nChanged 12
		SP:Iteration 42Q (51893.200000 sec): 3 clusters
  Score: Raw -256223.933377 + Penalty 2506.398865 = -253717.534512
  nChanged 13
		SP:Iteration 43Q (51893.400000 sec): 3 clusters
  Score: Raw -256229.246834 + Penalty 2506.398865 = -253722.847969
  nChanged 17
		SP:Iteration 44Q (51893.600000 sec): 3 clusters
  Score: Raw -256241.089399 + Penalty 2506.398865 = -253734.690535
  nChanged 14
		SP:Iteration 45Q (51893.780000 sec): 3 clusters
  Score: Raw -256247.795132 + Penalty 2506.398865 = -253741.396267
  nChanged 15
		SP:Iteration 46Q (51893.930000 sec): 3 clusters
  Score: Raw -256254.572705 + Penalty 2506.398865 = -253748.173840
  nChanged 18
		SP:Iteration 47Q (51894.170000 sec): 3 clusters
  Score: Raw -256262.401574 + Penalty 2506.398865 = -253756.002709
  nChanged 24
		SP:Iteration 48Q (51894.390000 sec): 3 clusters
  Score: Raw -256275.967062 + Penalty 2506.398865 = -253769.568198
  nChanged 19
		SP:Iteration 49Q (51894.620000 sec): 3 clusters
  Score: Raw -256286.622897 + Penalty 2506.398865 = -253780.224032
  nChanged 20
		SP:Iteration 50Q (51894.830000 sec): 3 clusters
  Score: Raw -256300.938003 + Penalty 2506.398865 = -253794.539138
  nChanged 21
		SP:Iteration 51Q (51895.030000 sec): 3 clusters
  Score: Raw -256316.368630 + Penalty 2506.398865 = -253809.969765
  nChanged 18
		SP:Iteration 52Q (51895.210000 sec): 3 clusters
  Score: Raw -256332.088556 + Penalty 2506.398865 = -253825.689691
  nChanged 20
		SP:Iteration 53Q (51895.380000 sec): 3 clusters
  Score: Raw -256345.807393 + Penalty 2506.398865 = -253839.408529
  nChanged 21
		SP:Iteration 54Q (51895.620000 sec): 3 clusters
  Score: Raw -256358.089693 + Penalty 2506.398865 = -253851.690829
  nChanged 21
		SP:Iteration 55Q (51895.780000 sec): 3 clusters
  Score: Raw -256370.303465 + Penalty 2506.398865 = -253863.904600
  nChanged 16
		SP:Iteration 56Q (51895.990000 sec): 3 clusters
  Score: Raw -256376.471885 + Penalty 2506.398865 = -253870.073020
  nChanged 13
		SP:Iteration 57Q (51896.150000 sec): 3 clusters
  Score: Raw -256381.610522 + Penalty 2506.398865 = -253875.211657
  nChanged 13
		SP:Iteration 58Q (51896.300000 sec): 3 clusters
  Score: Raw -256387.994870 + Penalty 2506.398865 = -253881.596006
  nChanged 16
		SP:Iteration 59Q (51896.520000 sec): 3 clusters
  Score: Raw -256401.492361 + Penalty 2506.398865 = -253895.093497
  nChanged 14
		SP:Iteration 60F (51896.680000 sec): 3 clusters
  Score: Raw -256412.095681 + Penalty 2506.398865 = -253905.696816
  nChanged 15
		SP:Iteration 61Q (51896.870000 sec): 3 clusters
  Score: Raw -256424.947885 + Penalty 2506.398865 = -253918.549020
  nChanged 12
		SP:Iteration 62Q (51897.060000 sec): 3 clusters
  Score: Raw -256433.991532 + Penalty 2506.398865 = -253927.592668
  nChanged 15
		SP:Iteration 63Q (51897.190000 sec): 3 clusters
  Score: Raw -256441.969622 + Penalty 2506.398865 = -253935.570757
  nChanged 18
		SP:Iteration 64Q (51897.410000 sec): 3 clusters
  Score: Raw -256449.444009 + Penalty 2506.398865 = -253943.045144
  nChanged 18
		SP:Iteration 65Q (51897.580000 sec): 3 clusters
  Score: Raw -256457.893629 + Penalty 2506.398865 = -253951.494765
  nChanged 17
		SP:Iteration 66Q (51897.810000 sec): 3 clusters
  Score: Raw -256466.027105 + Penalty 2506.398865 = -253959.628240
  nChanged 27
		SP:Iteration 67Q (51897.990000 sec): 3 clusters
  Score: Raw -256479.808721 + Penalty 2506.398865 = -253973.409857
  nChanged 19
		SP:Iteration 68Q (51898.190000 sec): 3 clusters
  Score: Raw -256489.063053 + Penalty 2506.398865 = -253982.664188
  nChanged 10
		SP:Iteration 69Q (51898.370000 sec): 3 clusters
  Score: Raw -256496.440903 + Penalty 2506.398865 = -253990.042038
  nChanged 12
		SP:Iteration 70Q (51898.510000 sec): 3 clusters
  Score: Raw -256505.034479 + Penalty 2506.398865 = -253998.635615
  nChanged 17
		SP:Iteration 71Q (51898.690000 sec): 3 clusters
  Score: Raw -256515.335021 + Penalty 2506.398865 = -254008.936156
  nChanged 12
		SP:Iteration 72Q (51898.890000 sec): 3 clusters
  Score: Raw -256521.400843 + Penalty 2506.398865 = -254015.001979
  nChanged 9
		SP:Iteration 73Q (51899.110000 sec): 3 clusters
  Score: Raw -256524.578507 + Penalty 2506.398865 = -254018.179642
  nChanged 7
		SP:Iteration 74Q (51899.290000 sec): 3 clusters
  Score: Raw -256526.830393 + Penalty 2506.398865 = -254020.431529
  nChanged 3
		SP:Iteration 75Q (51899.440000 sec): 3 clusters
  Score: Raw -256529.213112 + Penalty 2506.398865 = -254022.814248
  nChanged 6
		SP:Iteration 76Q (51899.620000 sec): 3 clusters
  Score: Raw -256532.851977 + Penalty 2506.398865 = -254026.453113
  nChanged 8
		SP:Iteration 77Q (51899.860000 sec): 3 clusters
  Score: Raw -256537.154419 + Penalty 2506.398865 = -254030.755555
  nChanged 9
		SP:Iteration 78Q (51900.030000 sec): 3 clusters
  Score: Raw -256542.994764 + Penalty 2506.398865 = -254036.595899
  nChanged 4
		SP:Iteration 79Q (51900.230000 sec): 3 clusters
  Score: Raw -256545.027045 + Penalty 2506.398865 = -254038.628181
  nChanged 7
		SP:Iteration 80F (51900.430000 sec): 3 clusters
  Score: Raw -256549.499193 + Penalty 2506.398865 = -254043.100328
  nChanged 7
		SP:Iteration 81Q (51900.630000 sec): 3 clusters
  Score: Raw -256555.217395 + Penalty 2506.398865 = -254048.818530
  nChanged 12
		SP:Iteration 82Q (51900.830000 sec): 3 clusters
  Score: Raw -256564.416574 + Penalty 2506.398865 = -254058.017709
  nChanged 13
		SP:Iteration 83Q (51900.980000 sec): 3 clusters
  Score: Raw -256571.802762 + Penalty 2506.398865 = -254065.403897
  nChanged 11
		SP:Iteration 84Q (51901.160000 sec): 3 clusters
  Score: Raw -256577.795390 + Penalty 2506.398865 = -254071.396525
  nChanged 10
		SP:Iteration 85Q (51901.350000 sec): 3 clusters
  Score: Raw -256584.782048 + Penalty 2506.398865 = -254078.383183
  nChanged 12
		SP:Iteration 86Q (51901.460000 sec): 3 clusters
  Score: Raw -256595.313431 + Penalty 2506.398865 = -254088.914566
  nChanged 13
		SP:Iteration 87Q (51901.640000 sec): 3 clusters
  Score: Raw -256605.403121 + Penalty 2506.398865 = -254099.004257
  nChanged 13
		SP:Iteration 88Q (51901.810000 sec): 3 clusters
  Score: Raw -256618.225882 + Penalty 2506.398865 = -254111.827017
  nChanged 16
		SP:Iteration 89Q (51902.060000 sec): 3 clusters
  Score: Raw -256634.336106 + Penalty 2506.398865 = -254127.937241
  nChanged 15
		SP:Iteration 90Q (51902.240000 sec): 3 clusters
  Score: Raw -256644.805080 + Penalty 2506.398865 = -254138.406215
  nChanged 14
		SP:Iteration 91Q (51902.430000 sec): 3 clusters
  Score: Raw -256654.191810 + Penalty 2506.398865 = -254147.792945
  nChanged 17
		SP:Iteration 92Q (51902.620000 sec): 3 clusters
  Score: Raw -256663.927796 + Penalty 2506.398865 = -254157.528931
  nChanged 9
		SP:Iteration 93Q (51902.790000 sec): 3 clusters
  Score: Raw -256669.623895 + Penalty 2506.398865 = -254163.225030
  nChanged 7
		SP:Iteration 94Q (51902.970000 sec): 3 clusters
  Score: Raw -256673.545242 + Penalty 2506.398865 = -254167.146377
  nChanged 9
		SP:Iteration 95Q (51903.150000 sec): 3 clusters
  Score: Raw -256677.033133 + Penalty 2506.398865 = -254170.634268
  nChanged 10
		SP:Iteration 96Q (51903.310000 sec): 3 clusters
  Score: Raw -256683.287624 + Penalty 2506.398865 = -254176.888759
  nChanged 8
		SP:Iteration 97Q (51903.490000 sec): 3 clusters
  Score: Raw -256687.010814 + Penalty 2506.398865 = -254180.611949
  nChanged 4
		SP:Iteration 98Q (51903.680000 sec): 3 clusters
  Score: Raw -256688.756871 + Penalty 2506.398865 = -254182.358006
  nChanged 3
		SP:Iteration 99Q (51903.840000 sec): 3 clusters
  Score: Raw -256689.850330 + Penalty 2506.398865 = -254183.451466
  nChanged 3
		SP:Iteration 100F (51904.040000 sec): 3 clusters
  Score: Raw -256690.967980 + Penalty 2506.398865 = -254184.569115
  nChanged 2
		SP:Iteration 101Q (51904.310000 sec): 3 clusters
  Score: Raw -256691.613417 + Penalty 2506.398865 = -254185.214552
  nChanged 3
		SP:Iteration 102Q (51904.490000 sec): 3 clusters
  Score: Raw -256692.524733 + Penalty 2506.398865 = -254186.125868
  nChanged 1
		SP:Iteration 103Q (51904.730000 sec): 3 clusters
  Score: Raw -256692.934831 + Penalty 2506.398865 = -254186.535967
  nChanged 2
		SP:Iteration 104Q (51904.900000 sec): 3 clusters
  Score: Raw -256693.468774 + Penalty 2506.398865 = -254187.069909
  nChanged 1
		SP:Iteration 105Q (51905.090000 sec): 3 clusters
  Score: Raw -256693.750281 + Penalty 2506.398865 = -254187.351416
  nChanged 1
		SP:Iteration 106Q (51905.270000 sec): 3 clusters
  Score: Raw -256693.987665 + Penalty 2506.398865 = -254187.588800
  nChanged 0
		SP:Iteration 107F (51905.500000 sec): 3 clusters
  Score: Raw -256693.987665 + Penalty 2506.398865 = -254187.588800
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51905.630000 sec): 2 clusters
  Score: Raw -430001.095494 + Penalty 1336.948520 = -428664.146974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51905.820000 sec): 3 clusters
  Score: Raw -428152.539842 + Penalty 2673.897040 = -425478.642802
  nChanged 1481
		SP:Iteration 1F (51906.060000 sec): 3 clusters
  Score: Raw -428936.568562 + Penalty 2673.897040 = -426262.671522
  nChanged 239
		SP:Iteration 2F (51906.300000 sec): 3 clusters
  Score: Raw -429077.444541 + Penalty 2673.897040 = -426403.547502
  nChanged 174
		SP:Iteration 3Q (51906.470000 sec): 3 clusters
  Score: Raw -429174.629460 + Penalty 2673.897040 = -426500.732420
  nChanged 151
		SP:Iteration 4Q (51906.650000 sec): 3 clusters
  Score: Raw -429265.083825 + Penalty 2673.897040 = -426591.186785
  nChanged 143
		SP:Iteration 5Q (51906.830000 sec): 3 clusters
  Score: Raw -429357.549393 + Penalty 2673.897040 = -426683.652354
  nChanged 143
		SP:Iteration 6Q (51907.040000 sec): 3 clusters
  Score: Raw -429455.125112 + Penalty 2673.897040 = -426781.228072
  nChanged 158
		SP:Iteration 7Q (51907.240000 sec): 3 clusters
  Score: Raw -429557.962606 + Penalty 2673.897040 = -426884.065567
  nChanged 131
		SP:Iteration 8Q (51907.480000 sec): 3 clusters
  Score: Raw -429658.403298 + Penalty 2673.897040 = -426984.506258
  nChanged 139
		SP:Iteration 9Q (51907.710000 sec): 3 clusters
  Score: Raw -429756.939888 + Penalty 2673.897040 = -427083.042849
  nChanged 138
		SP:Iteration 10Q (51907.890000 sec): 3 clusters
  Score: Raw -429861.620283 + Penalty 2673.897040 = -427187.723243
  nChanged 128
		SP:Iteration 11Q (51908.090000 sec): 3 clusters
  Score: Raw -429976.054179 + Penalty 2673.897040 = -427302.157139
  nChanged 103
		SP:Iteration 12Q (51908.310000 sec): 3 clusters
  Score: Raw -430059.406518 + Penalty 2673.897040 = -427385.509478
  nChanged 70
		SP:Iteration 13Q (51908.500000 sec): 3 clusters
  Score: Raw -430110.844258 + Penalty 2673.897040 = -427436.947218
  nChanged 56
		SP:Iteration 14Q (51908.720000 sec): 3 clusters
  Score: Raw -430169.615018 + Penalty 2673.897040 = -427495.717978
  nChanged 74
		SP:Iteration 15Q (51908.920000 sec): 3 clusters
  Score: Raw -430236.151702 + Penalty 2673.897040 = -427562.254662
  nChanged 61
		SP:Iteration 16Q (51909.050000 sec): 3 clusters
  Score: Raw -430287.854485 + Penalty 2673.897040 = -427613.957445
  nChanged 48
		SP:Iteration 17Q (51909.230000 sec): 3 clusters
  Score: Raw -430329.121336 + Penalty 2673.897040 = -427655.224296
  nChanged 46
		SP:Iteration 18Q (51909.410000 sec): 3 clusters
  Score: Raw -430359.740825 + Penalty 2673.897040 = -427685.843786
  nChanged 39
		SP:Iteration 19Q (51909.610000 sec): 3 clusters
  Score: Raw -430379.247224 + Penalty 2673.897040 = -427705.350184
  nChanged 24
		SP:Iteration 20F (51909.780000 sec): 3 clusters
  Score: Raw -430394.397659 + Penalty 2673.897040 = -427720.500619
  nChanged 21
		SP:Iteration 21Q (51909.910000 sec): 3 clusters
  Score: Raw -430400.161623 + Penalty 2673.897040 = -427726.264584
  nChanged 11
		SP:Iteration 22Q (51910.120000 sec): 3 clusters
  Score: Raw -430404.879466 + Penalty 2673.897040 = -427730.982427
  nChanged 9
		SP:Iteration 23Q (51910.340000 sec): 3 clusters
  Score: Raw -430409.752794 + Penalty 2673.897040 = -427735.855754
  nChanged 5
		SP:Iteration 24Q (51910.530000 sec): 3 clusters
  Score: Raw -430411.790192 + Penalty 2673.897040 = -427737.893152
  nChanged 1
		SP:Iteration 25Q (51910.730000 sec): 3 clusters
  Score: Raw -430412.117329 + Penalty 2673.897040 = -427738.220289
  nChanged 1
		SP:Iteration 26Q (51910.990000 sec): 3 clusters
  Score: Raw -430412.255459 + Penalty 2673.897040 = -427738.358419
  nChanged 1
		SP:Iteration 27Q (51911.210000 sec): 3 clusters
  Score: Raw -430412.377071 + Penalty 2673.897040 = -427738.480031
  nChanged 1
		SP:Iteration 28Q (51911.400000 sec): 3 clusters
  Score: Raw -430412.932749 + Penalty 2673.897040 = -427739.035710
  nChanged 0
		SP:Iteration 29F (51911.600000 sec): 3 clusters
  Score: Raw -430412.932749 + Penalty 2673.897040 = -427739.035710
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51911.750000 sec): 2 clusters
  Score: Raw -1121060.034182 + Penalty 1485.236660 = -1119574.797522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51912.000000 sec): 3 clusters
  Score: Raw -1115819.933826 + Penalty 2970.473320 = -1112849.460506
  nChanged 3987
		SP:Iteration 1F (51912.280000 sec): 3 clusters
  Score: Raw -1117877.478805 + Penalty 2970.473320 = -1114907.005485
  nChanged 611
		SP:Iteration 2F (51912.500000 sec): 3 clusters
  Score: Raw -1118102.417406 + Penalty 2970.473320 = -1115131.944086
  nChanged 434
		SP:Iteration 3Q (51912.720000 sec): 3 clusters
  Score: Raw -1118258.601348 + Penalty 2970.473320 = -1115288.128028
  nChanged 360
		SP:Iteration 4Q (51912.940000 sec): 3 clusters
  Score: Raw -1118401.171229 + Penalty 2970.473320 = -1115430.697909
  nChanged 348
		SP:Iteration 5Q (51913.190000 sec): 3 clusters
  Score: Raw -1118540.518817 + Penalty 2970.473320 = -1115570.045497
  nChanged 322
		SP:Iteration 6Q (51913.440000 sec): 3 clusters
  Score: Raw -1118671.529214 + Penalty 2970.473320 = -1115701.055894
  nChanged 351
		SP:Iteration 7Q (51913.730000 sec): 3 clusters
  Score: Raw -1118823.636142 + Penalty 2970.473320 = -1115853.162822
  nChanged 364
		SP:Iteration 8Q (51913.940000 sec): 3 clusters
  Score: Raw -1118989.031480 + Penalty 2970.473320 = -1116018.558160
  nChanged 370
		SP:Iteration 9Q (51914.210000 sec): 3 clusters
  Score: Raw -1119172.015029 + Penalty 2970.473320 = -1116201.541709
  nChanged 388
		SP:Iteration 10Q (51914.470000 sec): 3 clusters
  Score: Raw -1119402.060271 + Penalty 2970.473320 = -1116431.586951
  nChanged 465
		SP:Iteration 11Q (51914.720000 sec): 3 clusters
  Score: Raw -1119706.474297 + Penalty 2970.473320 = -1116736.000977
  nChanged 460
		SP:Iteration 12Q (51914.980000 sec): 3 clusters
  Score: Raw -1120034.471104 + Penalty 2970.473320 = -1117063.997784
  nChanged 444
		SP:Iteration 13Q (51915.180000 sec): 3 clusters
  Score: Raw -1120374.404942 + Penalty 2970.473320 = -1117403.931622
  nChanged 372
		SP:Iteration 14Q (51915.440000 sec): 3 clusters
  Score: Raw -1120672.387614 + Penalty 2970.473320 = -1117701.914294
  nChanged 274
		SP:Iteration 15Q (51915.660000 sec): 3 clusters
  Score: Raw -1120906.383183 + Penalty 2970.473320 = -1117935.909863
  nChanged 200
		SP:Iteration 16Q (51915.920000 sec): 3 clusters
  Score: Raw -1121114.078464 + Penalty 2970.473320 = -1118143.605144
  nChanged 170
		SP:Iteration 17Q (51916.200000 sec): 3 clusters
  Score: Raw -1121228.374652 + Penalty 2970.473320 = -1118257.901332
  nChanged 107
		SP:Iteration 18Q (51916.420000 sec): 3 clusters
  Score: Raw -1121282.223217 + Penalty 2970.473320 = -1118311.749897
  nChanged 64
		SP:Iteration 19Q (51916.620000 sec): 3 clusters
  Score: Raw -1121316.440273 + Penalty 2970.473320 = -1118345.966953
  nChanged 58
		SP:Iteration 20F (51916.860000 sec): 3 clusters
  Score: Raw -1121348.240179 + Penalty 2970.473320 = -1118377.766859
  nChanged 51
		SP:Iteration 21Q (51917.060000 sec): 3 clusters
  Score: Raw -1121374.296053 + Penalty 2970.473320 = -1118403.822733
  nChanged 49
		SP:Iteration 22Q (51917.320000 sec): 3 clusters
  Score: Raw -1121399.354383 + Penalty 2970.473320 = -1118428.881063
  nChanged 47
		SP:Iteration 23Q (51917.510000 sec): 3 clusters
  Score: Raw -1121422.812393 + Penalty 2970.473320 = -1118452.339073
  nChanged 39
		SP:Iteration 24Q (51917.730000 sec): 3 clusters
  Score: Raw -1121438.573165 + Penalty 2970.473320 = -1118468.099845
  nChanged 22
		SP:Iteration 25Q (51917.980000 sec): 3 clusters
  Score: Raw -1121448.842754 + Penalty 2970.473320 = -1118478.369434
  nChanged 23
		SP:Iteration 26Q (51918.080000 sec): 3 clusters
  Score: Raw -1121457.614846 + Penalty 2970.473320 = -1118487.141526
  nChanged 21
		SP:Iteration 27Q (51918.280000 sec): 3 clusters
  Score: Raw -1121464.850797 + Penalty 2970.473320 = -1118494.377477
  nChanged 17
		SP:Iteration 28Q (51918.470000 sec): 3 clusters
  Score: Raw -1121472.458290 + Penalty 2970.473320 = -1118501.984970
  nChanged 18
		SP:Iteration 29Q (51918.700000 sec): 3 clusters
  Score: Raw -1121479.558051 + Penalty 2970.473320 = -1118509.084731
  nChanged 15
		SP:Iteration 30Q (51918.900000 sec): 3 clusters
  Score: Raw -1121482.526736 + Penalty 2970.473320 = -1118512.053416
  nChanged 5
		SP:Iteration 31Q (51919.100000 sec): 3 clusters
  Score: Raw -1121483.711968 + Penalty 2970.473320 = -1118513.238648
  nChanged 3
		SP:Iteration 32Q (51919.330000 sec): 3 clusters
  Score: Raw -1121484.282582 + Penalty 2970.473320 = -1118513.809262
  nChanged 2
		SP:Iteration 33Q (51919.550000 sec): 3 clusters
  Score: Raw -1121485.130400 + Penalty 2970.473320 = -1118514.657080
  nChanged 4
		SP:Iteration 34Q (51919.690000 sec): 3 clusters
  Score: Raw -1121486.388483 + Penalty 2970.473320 = -1118515.915163
  nChanged 4
		SP:Iteration 35Q (51919.860000 sec): 3 clusters
  Score: Raw -1121487.070884 + Penalty 2970.473320 = -1118516.597564
  nChanged 3
		SP:Iteration 36Q (51920.010000 sec): 3 clusters
  Score: Raw -1121487.784715 + Penalty 2970.473320 = -1118517.311395
  nChanged 2
		SP:Iteration 37Q (51920.180000 sec): 3 clusters
  Score: Raw -1121488.260231 + Penalty 2970.473320 = -1118517.786911
  nChanged 0
		SP:Iteration 38F (51920.400000 sec): 3 clusters
  Score: Raw -1121488.260231 + Penalty 2970.473320 = -1118517.786911
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51920.550000 sec): 2 clusters
  Score: Raw -1248586.437151 + Penalty 1502.144890 = -1247084.292262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51920.740000 sec): 3 clusters
  Score: Raw -1242699.633273 + Penalty 3004.289780 = -1239695.343493
  nChanged 4490
		SP:Iteration 1F (51920.940000 sec): 3 clusters
  Score: Raw -1245193.080279 + Penalty 3004.289780 = -1242188.790499
  nChanged 667
		SP:Iteration 2F (51921.170000 sec): 3 clusters
  Score: Raw -1245523.419602 + Penalty 3004.289780 = -1242519.129822
  nChanged 579
		SP:Iteration 3F (51921.390000 sec): 3 clusters
  Score: Raw -1245812.335347 + Penalty 3004.289780 = -1242808.045567
  nChanged 522
		SP:Iteration 4F (51921.590000 sec): 3 clusters
  Score: Raw -1246090.054687 + Penalty 3004.289780 = -1243085.764908
  nChanged 488
		SP:Iteration 5Q (51921.840000 sec): 3 clusters
  Score: Raw -1246364.639637 + Penalty 3004.289780 = -1243360.349857
  nChanged 464
		SP:Iteration 6Q (51922.050000 sec): 3 clusters
  Score: Raw -1246645.794620 + Penalty 3004.289780 = -1243641.504841
  nChanged 433
		SP:Iteration 7Q (51922.300000 sec): 3 clusters
  Score: Raw -1246910.912220 + Penalty 3004.289780 = -1243906.622440
  nChanged 418
		SP:Iteration 8Q (51922.520000 sec): 3 clusters
  Score: Raw -1247170.729308 + Penalty 3004.289780 = -1244166.439528
  nChanged 407
		SP:Iteration 9Q (51922.670000 sec): 3 clusters
  Score: Raw -1247423.962848 + Penalty 3004.289780 = -1244419.673068
  nChanged 360
		SP:Iteration 10Q (51922.900000 sec): 3 clusters
  Score: Raw -1247662.815646 + Penalty 3004.289780 = -1244658.525866
  nChanged 305
		SP:Iteration 11Q (51923.050000 sec): 3 clusters
  Score: Raw -1247862.152979 + Penalty 3004.289780 = -1244857.863200
  nChanged 281
		SP:Iteration 12Q (51923.200000 sec): 3 clusters
  Score: Raw -1248037.404845 + Penalty 3004.289780 = -1245033.115066
  nChanged 231
		SP:Iteration 13Q (51923.380000 sec): 3 clusters
  Score: Raw -1248201.012143 + Penalty 3004.289780 = -1245196.722364
  nChanged 231
		SP:Iteration 14Q (51923.620000 sec): 3 clusters
  Score: Raw -1248387.538198 + Penalty 3004.289780 = -1245383.248418
  nChanged 206
		SP:Iteration 15Q (51923.740000 sec): 3 clusters
  Score: Raw -1248559.389778 + Penalty 3004.289780 = -1245555.099998
  nChanged 191
		SP:Iteration 16Q (51923.960000 sec): 3 clusters
  Score: Raw -1248682.727411 + Penalty 3004.289780 = -1245678.437631
  nChanged 145
		SP:Iteration 17Q (51924.150000 sec): 3 clusters
  Score: Raw -1248772.996791 + Penalty 3004.289780 = -1245768.707012
  nChanged 131
		SP:Iteration 18Q (51924.370000 sec): 3 clusters
  Score: Raw -1248841.948596 + Penalty 3004.289780 = -1245837.658817
  nChanged 98
		SP:Iteration 19Q (51924.560000 sec): 3 clusters
  Score: Raw -1248891.605199 + Penalty 3004.289780 = -1245887.315419
  nChanged 81
		SP:Iteration 20F (51924.800000 sec): 3 clusters
  Score: Raw -1248923.119492 + Penalty 3004.289780 = -1245918.829712
  nChanged 57
		SP:Iteration 21Q (51924.990000 sec): 3 clusters
  Score: Raw -1248943.470690 + Penalty 3004.289780 = -1245939.180910
  nChanged 38
		SP:Iteration 22Q (51925.190000 sec): 3 clusters
  Score: Raw -1248955.318999 + Penalty 3004.289780 = -1245951.029219
  nChanged 31
		SP:Iteration 23Q (51925.390000 sec): 3 clusters
  Score: Raw -1248963.235184 + Penalty 3004.289780 = -1245958.945405
  nChanged 22
		SP:Iteration 24Q (51925.640000 sec): 3 clusters
  Score: Raw -1248968.402708 + Penalty 3004.289780 = -1245964.112928
  nChanged 12
		SP:Iteration 25Q (51925.840000 sec): 3 clusters
  Score: Raw -1248971.139787 + Penalty 3004.289780 = -1245966.850007
  nChanged 8
		SP:Iteration 26Q (51926.040000 sec): 3 clusters
  Score: Raw -1248972.790554 + Penalty 3004.289780 = -1245968.500774
  nChanged 4
		SP:Iteration 27Q (51926.250000 sec): 3 clusters
  Score: Raw -1248973.586531 + Penalty 3004.289780 = -1245969.296751
  nChanged 1
		SP:Iteration 28Q (51926.460000 sec): 3 clusters
  Score: Raw -1248973.783324 + Penalty 3004.289780 = -1245969.493545
  nChanged 0
		SP:Iteration 29F (51926.630000 sec): 3 clusters
  Score: Raw -1248973.783324 + Penalty 3004.289780 = -1245969.493545
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (21648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51926.880000 sec): 2 clusters
  Score: Raw -2544353.835223 + Penalty 1622.183607 = -2542731.651616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51927.160000 sec): 3 clusters
  Score: Raw -2531318.399733 + Penalty 3244.367214 = -2528074.032519
  nChanged 9793
		SP:Iteration 1F (51927.500000 sec): 3 clusters
  Score: Raw -2536861.913167 + Penalty 3244.367214 = -2533617.545953
  nChanged 1391
		SP:Iteration 2F (51927.830000 sec): 3 clusters
  Score: Raw -2537654.041012 + Penalty 3244.367214 = -2534409.673798
  nChanged 1508
		SP:Iteration 3F (51928.060000 sec): 3 clusters
  Score: Raw -2538588.482760 + Penalty 3244.367214 = -2535344.115546
  nChanged 1561
		SP:Iteration 4F (51928.380000 sec): 3 clusters
  Score: Raw -2539612.894365 + Penalty 3244.367214 = -2536368.527151
  nChanged 1557
		SP:Iteration 5F (51928.670000 sec): 3 clusters
  Score: Raw -2540700.593670 + Penalty 3244.367214 = -2537456.226456
  nChanged 1377
		SP:Iteration 6F (51928.970000 sec): 3 clusters
  Score: Raw -2541787.011307 + Penalty 3244.367214 = -2538542.644094
  nChanged 1138
		SP:Iteration 7F (51929.240000 sec): 3 clusters
  Score: Raw -2542837.746262 + Penalty 3244.367214 = -2539593.379048
  nChanged 883
		SP:Iteration 8Q (51929.540000 sec): 3 clusters
  Score: Raw -2543695.084460 + Penalty 3244.367214 = -2540450.717246
  nChanged 614
		SP:Iteration 9Q (51929.800000 sec): 3 clusters
  Score: Raw -2544184.063155 + Penalty 3244.367214 = -2540939.695941
  nChanged 408
		SP:Iteration 10Q (51930.110000 sec): 3 clusters
  Score: Raw -2544426.436730 + Penalty 3244.367214 = -2541182.069516
  nChanged 291
		SP:Iteration 11Q (51930.400000 sec): 3 clusters
  Score: Raw -2544550.977617 + Penalty 3244.367214 = -2541306.610403
  nChanged 202
		SP:Iteration 12Q (51930.670000 sec): 3 clusters
  Score: Raw -2544626.784161 + Penalty 3244.367214 = -2541382.416947
  nChanged 173
		SP:Iteration 13Q (51930.950000 sec): 3 clusters
  Score: Raw -2544679.931192 + Penalty 3244.367214 = -2541435.563979
  nChanged 131
		SP:Iteration 14Q (51931.250000 sec): 3 clusters
  Score: Raw -2544717.073970 + Penalty 3244.367214 = -2541472.706757
  nChanged 112
		SP:Iteration 15Q (51931.540000 sec): 3 clusters
  Score: Raw -2544746.639229 + Penalty 3244.367214 = -2541502.272015
  nChanged 87
		SP:Iteration 16Q (51931.820000 sec): 3 clusters
  Score: Raw -2544766.726268 + Penalty 3244.367214 = -2541522.359054
  nChanged 83
		SP:Iteration 17Q (51932.120000 sec): 3 clusters
  Score: Raw -2544785.667957 + Penalty 3244.367214 = -2541541.300743
  nChanged 74
		SP:Iteration 18Q (51932.410000 sec): 3 clusters
  Score: Raw -2544801.817331 + Penalty 3244.367214 = -2541557.450117
  nChanged 68
		SP:Iteration 19Q (51932.660000 sec): 3 clusters
  Score: Raw -2544818.177165 + Penalty 3244.367214 = -2541573.809951
  nChanged 65
		SP:Iteration 20F (51933.030000 sec): 3 clusters
  Score: Raw -2544834.432028 + Penalty 3244.367214 = -2541590.064814
  nChanged 66
		SP:Iteration 21Q (51933.300000 sec): 3 clusters
  Score: Raw -2544846.413284 + Penalty 3244.367214 = -2541602.046070
  nChanged 61
		SP:Iteration 22Q (51933.590000 sec): 3 clusters
  Score: Raw -2544858.824978 + Penalty 3244.367214 = -2541614.457764
  nChanged 61
		SP:Iteration 23Q (51933.880000 sec): 3 clusters
  Score: Raw -2544870.698772 + Penalty 3244.367214 = -2541626.331558
  nChanged 49
		SP:Iteration 24Q (51934.170000 sec): 3 clusters
  Score: Raw -2544880.315861 + Penalty 3244.367214 = -2541635.948647
  nChanged 51
		SP:Iteration 25Q (51934.500000 sec): 3 clusters
  Score: Raw -2544889.589244 + Penalty 3244.367214 = -2541645.222030
  nChanged 36
		SP:Iteration 26Q (51934.760000 sec): 3 clusters
  Score: Raw -2544896.236000 + Penalty 3244.367214 = -2541651.868786
  nChanged 40
		SP:Iteration 27Q (51935.060000 sec): 3 clusters
  Score: Raw -2544902.119183 + Penalty 3244.367214 = -2541657.751969
  nChanged 41
		SP:Iteration 28Q (51935.300000 sec): 3 clusters
  Score: Raw -2544910.849527 + Penalty 3244.367214 = -2541666.482313
  nChanged 43
		SP:Iteration 29Q (51935.590000 sec): 3 clusters
  Score: Raw -2544919.367119 + Penalty 3244.367214 = -2541674.999905
  nChanged 38
		SP:Iteration 30Q (51935.900000 sec): 3 clusters
  Score: Raw -2544927.461491 + Penalty 3244.367214 = -2541683.094277
  nChanged 27
		SP:Iteration 31Q (51936.200000 sec): 3 clusters
  Score: Raw -2544931.917346 + Penalty 3244.367214 = -2541687.550132
  nChanged 29
		SP:Iteration 32Q (51936.480000 sec): 3 clusters
  Score: Raw -2544937.643529 + Penalty 3244.367214 = -2541693.276315
  nChanged 28
		SP:Iteration 33Q (51936.790000 sec): 3 clusters
  Score: Raw -2544942.974036 + Penalty 3244.367214 = -2541698.606822
  nChanged 27
		SP:Iteration 34Q (51937.070000 sec): 3 clusters
  Score: Raw -2544947.279144 + Penalty 3244.367214 = -2541702.911930
  nChanged 24
		SP:Iteration 35Q (51937.340000 sec): 3 clusters
  Score: Raw -2544950.945154 + Penalty 3244.367214 = -2541706.577940
  nChanged 24
		SP:Iteration 36Q (51937.690000 sec): 3 clusters
  Score: Raw -2544955.245675 + Penalty 3244.367214 = -2541710.878461
  nChanged 24
		SP:Iteration 37Q (51937.950000 sec): 3 clusters
  Score: Raw -2544960.537535 + Penalty 3244.367214 = -2541716.170321
  nChanged 26
		SP:Iteration 38Q (51938.210000 sec): 3 clusters
  Score: Raw -2544965.940764 + Penalty 3244.367214 = -2541721.573550
  nChanged 23
		SP:Iteration 39Q (51938.470000 sec): 3 clusters
  Score: Raw -2544969.027984 + Penalty 3244.367214 = -2541724.660770
  nChanged 19
		SP:Iteration 40F (51938.720000 sec): 3 clusters
  Score: Raw -2544971.846121 + Penalty 3244.367214 = -2541727.478907
  nChanged 21
		SP:Iteration 41Q (51938.960000 sec): 3 clusters
  Score: Raw -2544975.290471 + Penalty 3244.367214 = -2541730.923257
  nChanged 23
		SP:Iteration 42Q (51939.240000 sec): 3 clusters
  Score: Raw -2544978.830386 + Penalty 3244.367214 = -2541734.463173
  nChanged 12
		SP:Iteration 43Q (51939.490000 sec): 3 clusters
  Score: Raw -2544980.575531 + Penalty 3244.367214 = -2541736.208317
  nChanged 10
		SP:Iteration 44Q (51939.770000 sec): 3 clusters
  Score: Raw -2544982.780943 + Penalty 3244.367214 = -2541738.413729
  nChanged 11
		SP:Iteration 45Q (51940.040000 sec): 3 clusters
  Score: Raw -2544985.627663 + Penalty 3244.367214 = -2541741.260449
  nChanged 18
		SP:Iteration 46Q (51940.320000 sec): 3 clusters
  Score: Raw -2544988.695511 + Penalty 3244.367214 = -2541744.328297
  nChanged 13
		SP:Iteration 47Q (51940.640000 sec): 3 clusters
  Score: Raw -2544990.894083 + Penalty 3244.367214 = -2541746.526869
  nChanged 10
		SP:Iteration 48Q (51940.890000 sec): 3 clusters
  Score: Raw -2544992.869618 + Penalty 3244.367214 = -2541748.502405
  nChanged 10
		SP:Iteration 49Q (51941.220000 sec): 3 clusters
  Score: Raw -2544994.465096 + Penalty 3244.367214 = -2541750.097883
  nChanged 10
		SP:Iteration 50Q (51941.550000 sec): 3 clusters
  Score: Raw -2544996.839041 + Penalty 3244.367214 = -2541752.471827
  nChanged 13
		SP:Iteration 51Q (51941.770000 sec): 3 clusters
  Score: Raw -2544999.287295 + Penalty 3244.367214 = -2541754.920082
  nChanged 12
		SP:Iteration 52Q (51942.070000 sec): 3 clusters
  Score: Raw -2545000.881524 + Penalty 3244.367214 = -2541756.514310
  nChanged 7
		SP:Iteration 53Q (51942.380000 sec): 3 clusters
  Score: Raw -2545002.467816 + Penalty 3244.367214 = -2541758.100602
  nChanged 4
		SP:Iteration 54Q (51942.650000 sec): 3 clusters
  Score: Raw -2545002.816226 + Penalty 3244.367214 = -2541758.449012
  nChanged 5
		SP:Iteration 55Q (51942.990000 sec): 3 clusters
  Score: Raw -2545003.320248 + Penalty 3244.367214 = -2541758.953034
  nChanged 6
		SP:Iteration 56Q (51943.290000 sec): 3 clusters
  Score: Raw -2545004.235312 + Penalty 3244.367214 = -2541759.868098
  nChanged 6
		SP:Iteration 57Q (51943.570000 sec): 3 clusters
  Score: Raw -2545004.901782 + Penalty 3244.367214 = -2541760.534568
  nChanged 5
		SP:Iteration 58Q (51943.850000 sec): 3 clusters
  Score: Raw -2545005.612871 + Penalty 3244.367214 = -2541761.245658
  nChanged 3
		SP:Iteration 59Q (51944.130000 sec): 3 clusters
  Score: Raw -2545005.912023 + Penalty 3244.367214 = -2541761.544809
  nChanged 2
		SP:Iteration 60F (51944.450000 sec): 3 clusters
  Score: Raw -2545006.096807 + Penalty 3244.367214 = -2541761.729593
  nChanged 1
		SP:Iteration 61Q (51944.790000 sec): 3 clusters
  Score: Raw -2545006.144369 + Penalty 3244.367214 = -2541761.777155
  nChanged 0
		SP:Iteration 62F (51945.070000 sec): 3 clusters
  Score: Raw -2545006.144369 + Penalty 3244.367214 = -2541761.777155
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51945.210000 sec): 2 clusters
  Score: Raw -801751.448116 + Penalty 1430.238789 = -800321.209327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51945.470000 sec): 3 clusters
  Score: Raw -798178.600192 + Penalty 2860.477578 = -795318.122614
  nChanged 2777
		SP:Iteration 1F (51945.680000 sec): 3 clusters
  Score: Raw -799689.390891 + Penalty 2860.477578 = -796828.913313
  nChanged 481
		SP:Iteration 2F (51945.930000 sec): 3 clusters
  Score: Raw -799932.648216 + Penalty 2860.477578 = -797072.170638
  nChanged 345
		SP:Iteration 3F (51946.200000 sec): 3 clusters
  Score: Raw -800115.548400 + Penalty 2860.477578 = -797255.070822
  nChanged 329
		SP:Iteration 4Q (51946.370000 sec): 3 clusters
  Score: Raw -800317.085515 + Penalty 2860.477578 = -797456.607937
  nChanged 358
		SP:Iteration 5F (51946.590000 sec): 3 clusters
  Score: Raw -800577.531818 + Penalty 2860.477578 = -797717.054240
  nChanged 377
		SP:Iteration 6F (51946.810000 sec): 3 clusters
  Score: Raw -800863.089609 + Penalty 2860.477578 = -798002.612031
  nChanged 339
		SP:Iteration 7F (51946.990000 sec): 3 clusters
  Score: Raw -801104.979557 + Penalty 2860.477578 = -798244.501979
  nChanged 292
		SP:Iteration 8Q (51947.210000 sec): 3 clusters
  Score: Raw -801325.027988 + Penalty 2860.477578 = -798464.550410
  nChanged 237
		SP:Iteration 9Q (51947.430000 sec): 3 clusters
  Score: Raw -801487.882418 + Penalty 2860.477578 = -798627.404840
  nChanged 198
		SP:Iteration 10Q (51947.630000 sec): 3 clusters
  Score: Raw -801614.957178 + Penalty 2860.477578 = -798754.479600
  nChanged 161
		SP:Iteration 11Q (51947.850000 sec): 3 clusters
  Score: Raw -801725.789330 + Penalty 2860.477578 = -798865.311752
  nChanged 130
		SP:Iteration 12Q (51948.040000 sec): 3 clusters
  Score: Raw -801811.627340 + Penalty 2860.477578 = -798951.149762
  nChanged 85
		SP:Iteration 13Q (51948.280000 sec): 3 clusters
  Score: Raw -801867.182680 + Penalty 2860.477578 = -799006.705102
  nChanged 70
		SP:Iteration 14Q (51948.500000 sec): 3 clusters
  Score: Raw -801906.447622 + Penalty 2860.477578 = -799045.970044
  nChanged 46
		SP:Iteration 15Q (51948.690000 sec): 3 clusters
  Score: Raw -801929.309506 + Penalty 2860.477578 = -799068.831928
  nChanged 31
		SP:Iteration 16Q (51948.850000 sec): 3 clusters
  Score: Raw -801942.731595 + Penalty 2860.477578 = -799082.254017
  nChanged 24
		SP:Iteration 17Q (51949.020000 sec): 3 clusters
  Score: Raw -801954.173042 + Penalty 2860.477578 = -799093.695464
  nChanged 21
		SP:Iteration 18Q (51949.230000 sec): 3 clusters
  Score: Raw -801964.367970 + Penalty 2860.477578 = -799103.890392
  nChanged 24
		SP:Iteration 19Q (51949.390000 sec): 3 clusters
  Score: Raw -801977.095268 + Penalty 2860.477578 = -799116.617690
  nChanged 19
		SP:Iteration 20F (51949.600000 sec): 3 clusters
  Score: Raw -801988.728227 + Penalty 2860.477578 = -799128.250649
  nChanged 18
		SP:Iteration 21Q (51949.800000 sec): 3 clusters
  Score: Raw -801995.487191 + Penalty 2860.477578 = -799135.009613
  nChanged 14
		SP:Iteration 22Q (51949.980000 sec): 3 clusters
  Score: Raw -802000.026996 + Penalty 2860.477578 = -799139.549418
  nChanged 8
		SP:Iteration 23Q (51950.210000 sec): 3 clusters
  Score: Raw -802002.779962 + Penalty 2860.477578 = -799142.302384
  nChanged 4
		SP:Iteration 24Q (51950.410000 sec): 3 clusters
  Score: Raw -802004.952094 + Penalty 2860.477578 = -799144.474516
  nChanged 6
		SP:Iteration 25Q (51950.630000 sec): 3 clusters
  Score: Raw -802007.521321 + Penalty 2860.477578 = -799147.043743
  nChanged 4
		SP:Iteration 26Q (51950.860000 sec): 3 clusters
  Score: Raw -802008.136518 + Penalty 2860.477578 = -799147.658940
  nChanged 1
		SP:Iteration 27Q (51951.100000 sec): 3 clusters
  Score: Raw -802008.369729 + Penalty 2860.477578 = -799147.892151
  nChanged 0
		SP:Iteration 28F (51951.300000 sec): 3 clusters
  Score: Raw -802008.369729 + Penalty 2860.477578 = -799147.892151
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51951.390000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51951.580000 sec): 3 clusters
  Score: Raw -62402.837450 + Penalty 2044.759970 = -60358.077480
  nChanged 127
		SP:Iteration 1F (51951.770000 sec): 3 clusters
  Score: Raw -62527.516566 + Penalty 2044.759970 = -60482.756595
  nChanged 29
		SP:Iteration 2F (51951.970000 sec): 3 clusters
  Score: Raw -62577.551390 + Penalty 2044.759970 = -60532.791419
  nChanged 20
		SP:Iteration 3Q (51952.190000 sec): 3 clusters
  Score: Raw -62612.236275 + Penalty 2044.759970 = -60567.476304
  nChanged 9
		SP:Iteration 4Q (51952.320000 sec): 3 clusters
  Score: Raw -62622.958584 + Penalty 2044.759970 = -60578.198613
  nChanged 6
		SP:Iteration 5Q (51952.490000 sec): 3 clusters
  Score: Raw -62630.881800 + Penalty 2044.759970 = -60586.121829
  nChanged 3
		SP:Iteration 6Q (51952.630000 sec): 3 clusters
  Score: Raw -62633.984076 + Penalty 2044.759970 = -60589.224106
  nChanged 4
		SP:Iteration 7Q (51952.810000 sec): 3 clusters
  Score: Raw -62641.503523 + Penalty 2044.759970 = -60596.743553
  nChanged 7
		SP:Iteration 8Q (51953.010000 sec): 3 clusters
  Score: Raw -62655.711650 + Penalty 2044.759970 = -60610.951679
  nChanged 7
		SP:Iteration 9Q (51953.180000 sec): 3 clusters
  Score: Raw -62668.598820 + Penalty 2044.759970 = -60623.838849
  nChanged 4
		SP:Iteration 10Q (51953.300000 sec): 3 clusters
  Score: Raw -62675.427653 + Penalty 2044.759970 = -60630.667682
  nChanged 2
		SP:Iteration 11Q (51953.450000 sec): 3 clusters
  Score: Raw -62679.641462 + Penalty 2044.759970 = -60634.881492
  nChanged 2
		SP:Iteration 12Q (51953.600000 sec): 3 clusters
  Score: Raw -62681.444473 + Penalty 2044.759970 = -60636.684503
  nChanged 1
		SP:Iteration 13Q (51953.780000 sec): 3 clusters
  Score: Raw -62682.865459 + Penalty 2044.759970 = -60638.105489
  nChanged 1
		SP:Iteration 14Q (51953.950000 sec): 3 clusters
  Score: Raw -62685.862666 + Penalty 2044.759970 = -60641.102696
  nChanged 0
		SP:Iteration 15F (51954.130000 sec): 3 clusters
  Score: Raw -62685.862666 + Penalty 2044.759970 = -60641.102696
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51954.210000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51954.390000 sec): 3 clusters
  Score: Raw -65316.582318 + Penalty 2093.307626 = -63223.274693
  nChanged 178
		SP:Iteration 1F (51954.560000 sec): 3 clusters
  Score: Raw -65615.443952 + Penalty 2093.307626 = -63522.136326
  nChanged 58
		SP:Iteration 2F (51954.720000 sec): 3 clusters
  Score: Raw -65756.196417 + Penalty 2093.307626 = -63662.888791
  nChanged 44
		SP:Iteration 3F (51954.890000 sec): 3 clusters
  Score: Raw -65872.067864 + Penalty 2093.307626 = -63778.760238
  nChanged 36
		SP:Iteration 4F (51955.050000 sec): 3 clusters
  Score: Raw -65975.149325 + Penalty 2093.307626 = -63881.841700
  nChanged 36
		SP:Iteration 5F (51955.200000 sec): 3 clusters
  Score: Raw -66097.455874 + Penalty 2093.307626 = -64004.148249
  nChanged 27
		SP:Iteration 6Q (51955.340000 sec): 3 clusters
  Score: Raw -66227.512600 + Penalty 2093.307626 = -64134.204974
  nChanged 11
		SP:Iteration 7Q (51955.490000 sec): 3 clusters
  Score: Raw -66250.342048 + Penalty 2093.307626 = -64157.034423
  nChanged 4
		SP:Iteration 8Q (51955.630000 sec): 3 clusters
  Score: Raw -66258.424391 + Penalty 2093.307626 = -64165.116766
  nChanged 3
		SP:Iteration 9Q (51955.770000 sec): 3 clusters
  Score: Raw -66266.836371 + Penalty 2093.307626 = -64173.528746
  nChanged 4
		SP:Iteration 10Q (51955.910000 sec): 3 clusters
  Score: Raw -66273.383275 + Penalty 2093.307626 = -64180.075649
  nChanged 5
		SP:Iteration 11Q (51956.060000 sec): 3 clusters
  Score: Raw -66282.185571 + Penalty 2093.307626 = -64188.877945
  nChanged 0
		SP:Iteration 12F (51956.200000 sec): 3 clusters
  Score: Raw -66282.185571 + Penalty 2093.307626 = -64188.877945
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (8957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51956.330000 sec): 2 clusters
  Score: Raw -1163555.035194 + Penalty 1478.780977 = -1162076.254216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51956.570000 sec): 3 clusters
  Score: Raw -1158513.444381 + Penalty 2957.561954 = -1155555.882427
  nChanged 3810
		SP:Iteration 1F (51956.750000 sec): 3 clusters
  Score: Raw -1160468.671889 + Penalty 2957.561954 = -1157511.109935
  nChanged 531
		SP:Iteration 2F (51956.980000 sec): 3 clusters
  Score: Raw -1160664.859731 + Penalty 2957.561954 = -1157707.297777
  nChanged 392
		SP:Iteration 3Q (51957.240000 sec): 3 clusters
  Score: Raw -1160792.350501 + Penalty 2957.561954 = -1157834.788547
  nChanged 294
		SP:Iteration 4Q (51957.480000 sec): 3 clusters
  Score: Raw -1160886.268957 + Penalty 2957.561954 = -1157928.707002
  nChanged 251
		SP:Iteration 5Q (51957.700000 sec): 3 clusters
  Score: Raw -1160958.689272 + Penalty 2957.561954 = -1158001.127318
  nChanged 217
		SP:Iteration 6Q (51957.920000 sec): 3 clusters
  Score: Raw -1161031.600462 + Penalty 2957.561954 = -1158074.038508
  nChanged 244
		SP:Iteration 7Q (51958.120000 sec): 3 clusters
  Score: Raw -1161121.579847 + Penalty 2957.561954 = -1158164.017893
  nChanged 260
		SP:Iteration 8Q (51958.320000 sec): 3 clusters
  Score: Raw -1161226.305790 + Penalty 2957.561954 = -1158268.743836
  nChanged 295
		SP:Iteration 9Q (51958.530000 sec): 3 clusters
  Score: Raw -1161362.282976 + Penalty 2957.561954 = -1158404.721022
  nChanged 315
		SP:Iteration 10Q (51958.780000 sec): 3 clusters
  Score: Raw -1161520.387028 + Penalty 2957.561954 = -1158562.825073
  nChanged 364
		SP:Iteration 11Q (51958.980000 sec): 3 clusters
  Score: Raw -1161731.835089 + Penalty 2957.561954 = -1158774.273135
  nChanged 431
		SP:Iteration 12Q (51959.190000 sec): 3 clusters
  Score: Raw -1162024.713174 + Penalty 2957.561954 = -1159067.151219
  nChanged 441
		SP:Iteration 13Q (51959.430000 sec): 3 clusters
  Score: Raw -1162369.524720 + Penalty 2957.561954 = -1159411.962766
  nChanged 436
		SP:Iteration 14Q (51959.640000 sec): 3 clusters
  Score: Raw -1162741.946139 + Penalty 2957.561954 = -1159784.384184
  nChanged 363
		SP:Iteration 15Q (51959.910000 sec): 3 clusters
  Score: Raw -1163073.679403 + Penalty 2957.561954 = -1160116.117449
  nChanged 285
		SP:Iteration 16Q (51960.080000 sec): 3 clusters
  Score: Raw -1163365.854729 + Penalty 2957.561954 = -1160408.292774
  nChanged 159
		SP:Iteration 17Q (51960.330000 sec): 3 clusters
  Score: Raw -1163533.769776 + Penalty 2957.561954 = -1160576.207821
  nChanged 71
		SP:Iteration 18Q (51960.550000 sec): 3 clusters
  Score: Raw -1163592.519400 + Penalty 2957.561954 = -1160634.957446
  nChanged 32
		SP:Iteration 19Q (51960.800000 sec): 3 clusters
  Score: Raw -1163625.721887 + Penalty 2957.561954 = -1160668.159932
  nChanged 31
		SP:Iteration 20F (51961.060000 sec): 3 clusters
  Score: Raw -1163660.134439 + Penalty 2957.561954 = -1160702.572485
  nChanged 25
		SP:Iteration 21Q (51961.250000 sec): 3 clusters
  Score: Raw -1163681.831812 + Penalty 2957.561954 = -1160724.269858
  nChanged 13
		SP:Iteration 22Q (51961.460000 sec): 3 clusters
  Score: Raw -1163697.772876 + Penalty 2957.561954 = -1160740.210922
  nChanged 7
		SP:Iteration 23Q (51961.740000 sec): 3 clusters
  Score: Raw -1163703.764903 + Penalty 2957.561954 = -1160746.202949
  nChanged 4
		SP:Iteration 24Q (51961.990000 sec): 3 clusters
  Score: Raw -1163708.535957 + Penalty 2957.561954 = -1160750.974003
  nChanged 2
		SP:Iteration 25Q (51962.200000 sec): 3 clusters
  Score: Raw -1163711.172185 + Penalty 2957.561954 = -1160753.610231
  nChanged 2
		SP:Iteration 26Q (51962.410000 sec): 3 clusters
  Score: Raw -1163713.466697 + Penalty 2957.561954 = -1160755.904743
  nChanged 2
		SP:Iteration 27Q (51962.650000 sec): 3 clusters
  Score: Raw -1163714.905277 + Penalty 2957.561954 = -1160757.343323
  nChanged 6
		SP:Iteration 28Q (51962.880000 sec): 3 clusters
  Score: Raw -1163722.691605 + Penalty 2957.561954 = -1160765.129651
  nChanged 6
		SP:Iteration 29Q (51963.080000 sec): 3 clusters
  Score: Raw -1163729.608407 + Penalty 2957.561954 = -1160772.046453
  nChanged 6
		SP:Iteration 30Q (51963.270000 sec): 3 clusters
  Score: Raw -1163738.121240 + Penalty 2957.561954 = -1160780.559286
  nChanged 3
		SP:Iteration 31Q (51963.530000 sec): 3 clusters
  Score: Raw -1163743.976041 + Penalty 2957.561954 = -1160786.414087
  nChanged 5
		SP:Iteration 32Q (51963.740000 sec): 3 clusters
  Score: Raw -1163748.184270 + Penalty 2957.561954 = -1160790.622316
  nChanged 3
		SP:Iteration 33Q (51964.040000 sec): 3 clusters
  Score: Raw -1163750.870693 + Penalty 2957.561954 = -1160793.308738
  nChanged 2
		SP:Iteration 34Q (51964.270000 sec): 3 clusters
  Score: Raw -1163752.775398 + Penalty 2957.561954 = -1160795.213444
  nChanged 0
		SP:Iteration 35F (51964.450000 sec): 3 clusters
  Score: Raw -1163752.775398 + Penalty 2957.561954 = -1160795.213444
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51964.570000 sec): 2 clusters
  Score: Raw -123892.454280 + Penalty 1127.155695 = -122765.298586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51964.780000 sec): 3 clusters
  Score: Raw -123572.737940 + Penalty 2254.311389 = -121318.426551
  nChanged 308
		SP:Iteration 1F (51964.940000 sec): 3 clusters
  Score: Raw -123845.317586 + Penalty 2254.311389 = -121591.006197
  nChanged 73
		SP:Iteration 2F (51965.140000 sec): 3 clusters
  Score: Raw -123938.366574 + Penalty 2254.311389 = -121684.055184
  nChanged 50
		SP:Iteration 3Q (51965.310000 sec): 3 clusters
  Score: Raw -123996.635188 + Penalty 2254.311389 = -121742.323799
  nChanged 36
		SP:Iteration 4Q (51965.460000 sec): 3 clusters
  Score: Raw -124028.531595 + Penalty 2254.311389 = -121774.220206
  nChanged 37
		SP:Iteration 5Q (51965.660000 sec): 3 clusters
  Score: Raw -124058.676292 + Penalty 2254.311389 = -121804.364902
  nChanged 30
		SP:Iteration 6Q (51965.800000 sec): 3 clusters
  Score: Raw -124099.629042 + Penalty 2254.311389 = -121845.317653
  nChanged 33
		SP:Iteration 7Q (51966.020000 sec): 3 clusters
  Score: Raw -124158.996437 + Penalty 2254.311389 = -121904.685048
  nChanged 39
		SP:Iteration 8Q (51966.230000 sec): 3 clusters
  Score: Raw -124231.531117 + Penalty 2254.311389 = -121977.219728
  nChanged 48
		SP:Iteration 9Q (51966.390000 sec): 3 clusters
  Score: Raw -124350.895309 + Penalty 2254.311389 = -122096.583919
  nChanged 46
		SP:Iteration 10Q (51966.570000 sec): 3 clusters
  Score: Raw -124435.844296 + Penalty 2254.311389 = -122181.532907
  nChanged 31
		SP:Iteration 11Q (51966.770000 sec): 3 clusters
  Score: Raw -124483.688465 + Penalty 2254.311389 = -122229.377075
  nChanged 22
		SP:Iteration 12Q (51966.990000 sec): 3 clusters
  Score: Raw -124510.839826 + Penalty 2254.311389 = -122256.528436
  nChanged 9
		SP:Iteration 13Q (51967.200000 sec): 3 clusters
  Score: Raw -124521.352431 + Penalty 2254.311389 = -122267.041041
  nChanged 9
		SP:Iteration 14Q (51967.370000 sec): 3 clusters
  Score: Raw -124529.703795 + Penalty 2254.311389 = -122275.392406
  nChanged 5
		SP:Iteration 15Q (51967.550000 sec): 3 clusters
  Score: Raw -124534.192914 + Penalty 2254.311389 = -122279.881525
  nChanged 2
		SP:Iteration 16Q (51967.690000 sec): 3 clusters
  Score: Raw -124535.823009 + Penalty 2254.311389 = -122281.511620
  nChanged 2
		SP:Iteration 17Q (51967.880000 sec): 3 clusters
  Score: Raw -124537.894623 + Penalty 2254.311389 = -122283.583234
  nChanged 2
		SP:Iteration 18Q (51968.050000 sec): 3 clusters
  Score: Raw -124539.968740 + Penalty 2254.311389 = -122285.657351
  nChanged 1
		SP:Iteration 19Q (51968.210000 sec): 3 clusters
  Score: Raw -124540.859436 + Penalty 2254.311389 = -122286.548047
  nChanged 1
		SP:Iteration 20F (51968.380000 sec): 3 clusters
  Score: Raw -124541.221984 + Penalty 2254.311389 = -122286.910595
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51968.660000 sec): 2 clusters
  Score: Raw -3552105.329338 + Penalty 1670.322183 = -3550435.007155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51968.990000 sec): 3 clusters
  Score: Raw -3534130.896620 + Penalty 3340.644365 = -3530790.252255
  nChanged 13375
		SP:Iteration 1F (51969.360000 sec): 3 clusters
  Score: Raw -3541537.687916 + Penalty 3340.644365 = -3538197.043550
  nChanged 1366
		SP:Iteration 2Q (51969.620000 sec): 3 clusters
  Score: Raw -3541997.792476 + Penalty 3340.644365 = -3538657.148110
  nChanged 1302
		SP:Iteration 3Q (51969.970000 sec): 3 clusters
  Score: Raw -3542452.136999 + Penalty 3340.644365 = -3539111.492633
  nChanged 1316
		SP:Iteration 4Q (51970.310000 sec): 3 clusters
  Score: Raw -3542953.366530 + Penalty 3340.644365 = -3539612.722165
  nChanged 1435
		SP:Iteration 5Q (51970.610000 sec): 3 clusters
  Score: Raw -3543640.394199 + Penalty 3340.644365 = -3540299.749833
  nChanged 1661
		SP:Iteration 6F (51970.920000 sec): 3 clusters
  Score: Raw -3544600.464356 + Penalty 3340.644365 = -3541259.819991
  nChanged 1906
		SP:Iteration 7F (51971.230000 sec): 3 clusters
  Score: Raw -3545882.041796 + Penalty 3340.644365 = -3542541.397431
  nChanged 2029
		SP:Iteration 8F (51971.520000 sec): 3 clusters
  Score: Raw -3547451.156966 + Penalty 3340.644365 = -3544110.512601
  nChanged 1897
		SP:Iteration 9F (51971.850000 sec): 3 clusters
  Score: Raw -3549028.658001 + Penalty 3340.644365 = -3545688.013636
  nChanged 1504
		SP:Iteration 10F (51972.210000 sec): 3 clusters
  Score: Raw -3550341.081641 + Penalty 3340.644365 = -3547000.437275
  nChanged 1031
		SP:Iteration 11Q (51972.500000 sec): 3 clusters
  Score: Raw -3551255.889662 + Penalty 3340.644365 = -3547915.245297
  nChanged 576
		SP:Iteration 12Q (51972.860000 sec): 3 clusters
  Score: Raw -3551765.443246 + Penalty 3340.644365 = -3548424.798881
  nChanged 293
		SP:Iteration 13Q (51973.220000 sec): 3 clusters
  Score: Raw -3552036.402303 + Penalty 3340.644365 = -3548695.757938
  nChanged 137
		SP:Iteration 14Q (51973.520000 sec): 3 clusters
  Score: Raw -3552197.880344 + Penalty 3340.644365 = -3548857.235979
  nChanged 79
		SP:Iteration 15Q (51973.830000 sec): 3 clusters
  Score: Raw -3552286.319665 + Penalty 3340.644365 = -3548945.675300
  nChanged 55
		SP:Iteration 16Q (51974.170000 sec): 3 clusters
  Score: Raw -3552350.376461 + Penalty 3340.644365 = -3549009.732096
  nChanged 41
		SP:Iteration 17Q (51974.480000 sec): 3 clusters
  Score: Raw -3552384.687931 + Penalty 3340.644365 = -3549044.043566
  nChanged 31
		SP:Iteration 18Q (51974.760000 sec): 3 clusters
  Score: Raw -3552408.049970 + Penalty 3340.644365 = -3549067.405605
  nChanged 29
		SP:Iteration 19Q (51975.090000 sec): 3 clusters
  Score: Raw -3552430.749474 + Penalty 3340.644365 = -3549090.105109
  nChanged 21
		SP:Iteration 20F (51975.420000 sec): 3 clusters
  Score: Raw -3552445.606394 + Penalty 3340.644365 = -3549104.962028
  nChanged 12
		SP:Iteration 21Q (51975.710000 sec): 3 clusters
  Score: Raw -3552452.385872 + Penalty 3340.644365 = -3549111.741507
  nChanged 11
		SP:Iteration 22Q (51976.080000 sec): 3 clusters
  Score: Raw -3552458.451211 + Penalty 3340.644365 = -3549117.806846
  nChanged 10
		SP:Iteration 23Q (51976.390000 sec): 3 clusters
  Score: Raw -3552468.971434 + Penalty 3340.644365 = -3549128.327068
  nChanged 16
		SP:Iteration 24Q (51976.700000 sec): 3 clusters
  Score: Raw -3552479.052782 + Penalty 3340.644365 = -3549138.408417
  nChanged 9
		SP:Iteration 25Q (51976.990000 sec): 3 clusters
  Score: Raw -3552483.811665 + Penalty 3340.644365 = -3549143.167300
  nChanged 5
		SP:Iteration 26Q (51977.370000 sec): 3 clusters
  Score: Raw -3552486.853286 + Penalty 3340.644365 = -3549146.208920
  nChanged 5
		SP:Iteration 27Q (51977.630000 sec): 3 clusters
  Score: Raw -3552490.107708 + Penalty 3340.644365 = -3549149.463342
  nChanged 7
		SP:Iteration 28Q (51977.950000 sec): 3 clusters
  Score: Raw -3552499.237041 + Penalty 3340.644365 = -3549158.592675
  nChanged 7
		SP:Iteration 29Q (51978.230000 sec): 3 clusters
  Score: Raw -3552504.931046 + Penalty 3340.644365 = -3549164.286681
  nChanged 7
		SP:Iteration 30Q (51978.510000 sec): 3 clusters
  Score: Raw -3552509.179904 + Penalty 3340.644365 = -3549168.535539
  nChanged 3
		SP:Iteration 31Q (51978.810000 sec): 3 clusters
  Score: Raw -3552511.063025 + Penalty 3340.644365 = -3549170.418660
  nChanged 3
		SP:Iteration 32Q (51979.150000 sec): 3 clusters
  Score: Raw -3552512.645011 + Penalty 3340.644365 = -3549172.000645
  nChanged 1
		SP:Iteration 33Q (51979.430000 sec): 3 clusters
  Score: Raw -3552513.976801 + Penalty 3340.644365 = -3549173.332436
  nChanged 2
		SP:Iteration 34Q (51979.770000 sec): 3 clusters
  Score: Raw -3552515.696370 + Penalty 3340.644365 = -3549175.052005
  nChanged 4
		SP:Iteration 35Q (51980.050000 sec): 3 clusters
  Score: Raw -3552519.784434 + Penalty 3340.644365 = -3549179.140069
  nChanged 5
		SP:Iteration 36Q (51980.370000 sec): 3 clusters
  Score: Raw -3552523.001820 + Penalty 3340.644365 = -3549182.357455
  nChanged 6
		SP:Iteration 37Q (51980.700000 sec): 3 clusters
  Score: Raw -3552526.347232 + Penalty 3340.644365 = -3549185.702867
  nChanged 3
		SP:Iteration 38Q (51980.990000 sec): 3 clusters
  Score: Raw -3552529.807840 + Penalty 3340.644365 = -3549189.163474
  nChanged 2
		SP:Iteration 39Q (51981.310000 sec): 3 clusters
  Score: Raw -3552531.731964 + Penalty 3340.644365 = -3549191.087599
  nChanged 1
		SP:Iteration 40F (51981.630000 sec): 3 clusters
  Score: Raw -3552531.925870 + Penalty 3340.644365 = -3549191.281505
  nChanged 1
		SP:Iteration 41Q (51981.890000 sec): 3 clusters
  Score: Raw -3552532.108855 + Penalty 3340.644365 = -3549191.464490
  nChanged 0
		SP:Iteration 42F (51982.250000 sec): 3 clusters
  Score: Raw -3552532.108855 + Penalty 3340.644365 = -3549191.464490
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51982.330000 sec): 2 clusters
  Score: Raw -443346.017798 + Penalty 1351.517940 = -441994.499858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51982.510000 sec): 3 clusters
  Score: Raw -441340.738632 + Penalty 2703.035880 = -438637.702752
  nChanged 1560
		SP:Iteration 1F (51982.710000 sec): 3 clusters
  Score: Raw -442340.175892 + Penalty 2703.035880 = -439637.140012
  nChanged 329
		SP:Iteration 2F (51982.910000 sec): 3 clusters
  Score: Raw -442579.434426 + Penalty 2703.035880 = -439876.398547
  nChanged 256
		SP:Iteration 3F (51983.100000 sec): 3 clusters
  Score: Raw -442750.249907 + Penalty 2703.035880 = -440047.214027
  nChanged 193
		SP:Iteration 4Q (51983.280000 sec): 3 clusters
  Score: Raw -442866.512932 + Penalty 2703.035880 = -440163.477052
  nChanged 154
		SP:Iteration 5Q (51983.450000 sec): 3 clusters
  Score: Raw -442955.335454 + Penalty 2703.035880 = -440252.299574
  nChanged 135
		SP:Iteration 6Q (51983.590000 sec): 3 clusters
  Score: Raw -443029.630873 + Penalty 2703.035880 = -440326.594993
  nChanged 109
		SP:Iteration 7Q (51983.790000 sec): 3 clusters
  Score: Raw -443077.352136 + Penalty 2703.035880 = -440374.316256
  nChanged 101
		SP:Iteration 8Q (51983.970000 sec): 3 clusters
  Score: Raw -443127.639309 + Penalty 2703.035880 = -440424.603429
  nChanged 83
		SP:Iteration 9Q (51984.150000 sec): 3 clusters
  Score: Raw -443167.039172 + Penalty 2703.035880 = -440464.003292
  nChanged 75
		SP:Iteration 10Q (51984.350000 sec): 3 clusters
  Score: Raw -443198.275157 + Penalty 2703.035880 = -440495.239277
  nChanged 61
		SP:Iteration 11Q (51984.550000 sec): 3 clusters
  Score: Raw -443234.398119 + Penalty 2703.035880 = -440531.362239
  nChanged 71
		SP:Iteration 12Q (51984.730000 sec): 3 clusters
  Score: Raw -443271.546978 + Penalty 2703.035880 = -440568.511098
  nChanged 66
		SP:Iteration 13Q (51984.920000 sec): 3 clusters
  Score: Raw -443304.204961 + Penalty 2703.035880 = -440601.169081
  nChanged 66
		SP:Iteration 14Q (51985.130000 sec): 3 clusters
  Score: Raw -443335.360625 + Penalty 2703.035880 = -440632.324746
  nChanged 53
		SP:Iteration 15Q (51985.310000 sec): 3 clusters
  Score: Raw -443362.182129 + Penalty 2703.035880 = -440659.146250
  nChanged 46
		SP:Iteration 16Q (51985.450000 sec): 3 clusters
  Score: Raw -443378.542185 + Penalty 2703.035880 = -440675.506305
  nChanged 40
		SP:Iteration 17Q (51985.600000 sec): 3 clusters
  Score: Raw -443393.594869 + Penalty 2703.035880 = -440690.558990
  nChanged 36
		SP:Iteration 18Q (51985.740000 sec): 3 clusters
  Score: Raw -443408.472280 + Penalty 2703.035880 = -440705.436400
  nChanged 32
		SP:Iteration 19Q (51985.880000 sec): 3 clusters
  Score: Raw -443421.931382 + Penalty 2703.035880 = -440718.895502
  nChanged 25
		SP:Iteration 20F (51986.030000 sec): 3 clusters
  Score: Raw -443433.746361 + Penalty 2703.035880 = -440730.710481
  nChanged 31
		SP:Iteration 21Q (51986.170000 sec): 3 clusters
  Score: Raw -443446.180217 + Penalty 2703.035880 = -440743.144337
  nChanged 32
		SP:Iteration 22Q (51986.310000 sec): 3 clusters
  Score: Raw -443458.316239 + Penalty 2703.035880 = -440755.280359
  nChanged 28
		SP:Iteration 23Q (51986.460000 sec): 3 clusters
  Score: Raw -443470.666050 + Penalty 2703.035880 = -440767.630170
  nChanged 32
		SP:Iteration 24Q (51986.600000 sec): 3 clusters
  Score: Raw -443499.161239 + Penalty 2703.035880 = -440796.125359
  nChanged 41
		SP:Iteration 25Q (51986.750000 sec): 3 clusters
  Score: Raw -443538.399825 + Penalty 2703.035880 = -440835.363945
  nChanged 48
		SP:Iteration 26Q (51986.890000 sec): 3 clusters
  Score: Raw -443569.564136 + Penalty 2703.035880 = -440866.528256
  nChanged 47
		SP:Iteration 27Q (51987.030000 sec): 3 clusters
  Score: Raw -443596.426880 + Penalty 2703.035880 = -440893.391000
  nChanged 37
		SP:Iteration 28Q (51987.180000 sec): 3 clusters
  Score: Raw -443613.564219 + Penalty 2703.035880 = -440910.528339
  nChanged 38
		SP:Iteration 29Q (51987.320000 sec): 3 clusters
  Score: Raw -443631.847266 + Penalty 2703.035880 = -440928.811386
  nChanged 33
		SP:Iteration 30Q (51987.470000 sec): 3 clusters
  Score: Raw -443651.338569 + Penalty 2703.035880 = -440948.302689
  nChanged 38
		SP:Iteration 31Q (51987.610000 sec): 3 clusters
  Score: Raw -443671.915685 + Penalty 2703.035880 = -440968.879806
  nChanged 37
		SP:Iteration 32Q (51987.750000 sec): 3 clusters
  Score: Raw -443690.791993 + Penalty 2703.035880 = -440987.756113
  nChanged 39
		SP:Iteration 33Q (51987.890000 sec): 3 clusters
  Score: Raw -443706.783824 + Penalty 2703.035880 = -441003.747944
  nChanged 32
		SP:Iteration 34Q (51988.050000 sec): 3 clusters
  Score: Raw -443720.585008 + Penalty 2703.035880 = -441017.549128
  nChanged 39
		SP:Iteration 35Q (51988.260000 sec): 3 clusters
  Score: Raw -443744.109842 + Penalty 2703.035880 = -441041.073962
  nChanged 36
		SP:Iteration 36Q (51988.420000 sec): 3 clusters
  Score: Raw -443759.290546 + Penalty 2703.035880 = -441056.254666
  nChanged 25
		SP:Iteration 37Q (51988.570000 sec): 3 clusters
  Score: Raw -443769.295577 + Penalty 2703.035880 = -441066.259697
  nChanged 20
		SP:Iteration 38Q (51988.720000 sec): 3 clusters
  Score: Raw -443777.114191 + Penalty 2703.035880 = -441074.078312
  nChanged 18
		SP:Iteration 39Q (51988.860000 sec): 3 clusters
  Score: Raw -443787.180514 + Penalty 2703.035880 = -441084.144634
  nChanged 25
		SP:Iteration 40F (51989.040000 sec): 3 clusters
  Score: Raw -443798.223888 + Penalty 2703.035880 = -441095.188008
  nChanged 27
		SP:Iteration 41Q (51989.190000 sec): 3 clusters
  Score: Raw -443808.285695 + Penalty 2703.035880 = -441105.249815
  nChanged 20
		SP:Iteration 42Q (51989.380000 sec): 3 clusters
  Score: Raw -443815.107891 + Penalty 2703.035880 = -441112.072011
  nChanged 19
		SP:Iteration 43Q (51989.530000 sec): 3 clusters
  Score: Raw -443825.406752 + Penalty 2703.035880 = -441122.370872
  nChanged 22
		SP:Iteration 44Q (51989.690000 sec): 3 clusters
  Score: Raw -443833.314866 + Penalty 2703.035880 = -441130.278986
  nChanged 17
		SP:Iteration 45Q (51989.850000 sec): 3 clusters
  Score: Raw -443837.554286 + Penalty 2703.035880 = -441134.518406
  nChanged 14
		SP:Iteration 46Q (51990.010000 sec): 3 clusters
  Score: Raw -443840.806268 + Penalty 2703.035880 = -441137.770388
  nChanged 6
		SP:Iteration 47Q (51990.150000 sec): 3 clusters
  Score: Raw -443842.547639 + Penalty 2703.035880 = -441139.511759
  nChanged 5
		SP:Iteration 48Q (51990.390000 sec): 3 clusters
  Score: Raw -443844.242112 + Penalty 2703.035880 = -441141.206232
  nChanged 4
		SP:Iteration 49Q (51990.610000 sec): 3 clusters
  Score: Raw -443845.260007 + Penalty 2703.035880 = -441142.224127
  nChanged 3
		SP:Iteration 50Q (51990.860000 sec): 3 clusters
  Score: Raw -443845.922926 + Penalty 2703.035880 = -441142.887047
  nChanged 3
		SP:Iteration 51Q (51991.070000 sec): 3 clusters
  Score: Raw -443846.733133 + Penalty 2703.035880 = -441143.697253
  nChanged 3
		SP:Iteration 52Q (51991.240000 sec): 3 clusters
  Score: Raw -443847.070727 + Penalty 2703.035880 = -441144.034847
  nChanged 1
		SP:Iteration 53Q (51991.500000 sec): 3 clusters
  Score: Raw -443847.561376 + Penalty 2703.035880 = -441144.525496
  nChanged 3
		SP:Iteration 54Q (51991.710000 sec): 3 clusters
  Score: Raw -443847.929320 + Penalty 2703.035880 = -441144.893440
  nChanged 1
		SP:Iteration 55Q (51991.890000 sec): 3 clusters
  Score: Raw -443848.079004 + Penalty 2703.035880 = -441145.043124
  nChanged 0
		SP:Iteration 56F (51992.090000 sec): 3 clusters
  Score: Raw -443848.079004 + Penalty 2703.035880 = -441145.043124
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51992.230000 sec): 2 clusters
  Score: Raw -630861.103422 + Penalty 1391.538383 = -629469.565039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51992.430000 sec): 3 clusters
  Score: Raw -628177.257392 + Penalty 2783.076766 = -625394.180626
  nChanged 2127
		SP:Iteration 1F (51992.600000 sec): 3 clusters
  Score: Raw -629364.615067 + Penalty 2783.076766 = -626581.538301
  nChanged 393
		SP:Iteration 2F (51992.800000 sec): 3 clusters
  Score: Raw -629572.694539 + Penalty 2783.076766 = -626789.617773
  nChanged 295
		SP:Iteration 3F (51992.950000 sec): 3 clusters
  Score: Raw -629742.411492 + Penalty 2783.076766 = -626959.334726
  nChanged 258
		SP:Iteration 4Q (51993.180000 sec): 3 clusters
  Score: Raw -629914.317844 + Penalty 2783.076766 = -627131.241077
  nChanged 263
		SP:Iteration 5F (51993.350000 sec): 3 clusters
  Score: Raw -630083.137828 + Penalty 2783.076766 = -627300.061061
  nChanged 244
		SP:Iteration 6Q (51993.570000 sec): 3 clusters
  Score: Raw -630236.225577 + Penalty 2783.076766 = -627453.148811
  nChanged 221
		SP:Iteration 7Q (51993.760000 sec): 3 clusters
  Score: Raw -630367.645521 + Penalty 2783.076766 = -627584.568755
  nChanged 198
		SP:Iteration 8Q (51993.980000 sec): 3 clusters
  Score: Raw -630490.703373 + Penalty 2783.076766 = -627707.626607
  nChanged 186
		SP:Iteration 9Q (51994.140000 sec): 3 clusters
  Score: Raw -630609.337004 + Penalty 2783.076766 = -627826.260237
  nChanged 155
		SP:Iteration 10Q (51994.350000 sec): 3 clusters
  Score: Raw -630701.606854 + Penalty 2783.076766 = -627918.530088
  nChanged 131
		SP:Iteration 11Q (51994.590000 sec): 3 clusters
  Score: Raw -630779.362180 + Penalty 2783.076766 = -627996.285414
  nChanged 102
		SP:Iteration 12Q (51994.750000 sec): 3 clusters
  Score: Raw -630833.477412 + Penalty 2783.076766 = -628050.400646
  nChanged 86
		SP:Iteration 13Q (51994.970000 sec): 3 clusters
  Score: Raw -630874.006063 + Penalty 2783.076766 = -628090.929297
  nChanged 71
		SP:Iteration 14Q (51995.130000 sec): 3 clusters
  Score: Raw -630913.104726 + Penalty 2783.076766 = -628130.027959
  nChanged 60
		SP:Iteration 15Q (51995.360000 sec): 3 clusters
  Score: Raw -630939.796672 + Penalty 2783.076766 = -628156.719906
  nChanged 56
		SP:Iteration 16Q (51995.570000 sec): 3 clusters
  Score: Raw -630962.538558 + Penalty 2783.076766 = -628179.461792
  nChanged 40
		SP:Iteration 17Q (51995.750000 sec): 3 clusters
  Score: Raw -630979.778389 + Penalty 2783.076766 = -628196.701623
  nChanged 32
		SP:Iteration 18Q (51995.970000 sec): 3 clusters
  Score: Raw -631000.316973 + Penalty 2783.076766 = -628217.240207
  nChanged 24
		SP:Iteration 19Q (51996.210000 sec): 3 clusters
  Score: Raw -631020.084620 + Penalty 2783.076766 = -628237.007854
  nChanged 30
		SP:Iteration 20F (51996.450000 sec): 3 clusters
  Score: Raw -631031.731635 + Penalty 2783.076766 = -628248.654868
  nChanged 18
		SP:Iteration 21Q (51996.640000 sec): 3 clusters
  Score: Raw -631038.520576 + Penalty 2783.076766 = -628255.443810
  nChanged 14
		SP:Iteration 22Q (51996.840000 sec): 3 clusters
  Score: Raw -631041.517976 + Penalty 2783.076766 = -628258.441210
  nChanged 8
		SP:Iteration 23Q (51997.050000 sec): 3 clusters
  Score: Raw -631043.764903 + Penalty 2783.076766 = -628260.688136
  nChanged 9
		SP:Iteration 24Q (51997.260000 sec): 3 clusters
  Score: Raw -631046.276044 + Penalty 2783.076766 = -628263.199278
  nChanged 8
		SP:Iteration 25Q (51997.460000 sec): 3 clusters
  Score: Raw -631049.086292 + Penalty 2783.076766 = -628266.009525
  nChanged 8
		SP:Iteration 26Q (51997.660000 sec): 3 clusters
  Score: Raw -631051.372452 + Penalty 2783.076766 = -628268.295686
  nChanged 9
		SP:Iteration 27Q (51997.830000 sec): 3 clusters
  Score: Raw -631053.946479 + Penalty 2783.076766 = -628270.869713
  nChanged 10
		SP:Iteration 28Q (51998.030000 sec): 3 clusters
  Score: Raw -631056.722920 + Penalty 2783.076766 = -628273.646154
  nChanged 9
		SP:Iteration 29Q (51998.200000 sec): 3 clusters
  Score: Raw -631060.576589 + Penalty 2783.076766 = -628277.499823
  nChanged 8
		SP:Iteration 30Q (51998.420000 sec): 3 clusters
  Score: Raw -631065.988997 + Penalty 2783.076766 = -628282.912231
  nChanged 15
		SP:Iteration 31Q (51998.620000 sec): 3 clusters
  Score: Raw -631072.278161 + Penalty 2783.076766 = -628289.201395
  nChanged 16
		SP:Iteration 32Q (51998.800000 sec): 3 clusters
  Score: Raw -631078.033679 + Penalty 2783.076766 = -628294.956913
  nChanged 8
		SP:Iteration 33Q (51998.980000 sec): 3 clusters
  Score: Raw -631079.992241 + Penalty 2783.076766 = -628296.915475
  nChanged 9
		SP:Iteration 34Q (51999.180000 sec): 3 clusters
  Score: Raw -631082.250509 + Penalty 2783.076766 = -628299.173743
  nChanged 6
		SP:Iteration 35Q (51999.410000 sec): 3 clusters
  Score: Raw -631084.207255 + Penalty 2783.076766 = -628301.130488
  nChanged 5
		SP:Iteration 36Q (51999.580000 sec): 3 clusters
  Score: Raw -631085.450691 + Penalty 2783.076766 = -628302.373925
  nChanged 4
		SP:Iteration 37Q (51999.820000 sec): 3 clusters
  Score: Raw -631086.396123 + Penalty 2783.076766 = -628303.319356
  nChanged 2
		SP:Iteration 38Q (52000.090000 sec): 3 clusters
  Score: Raw -631087.393048 + Penalty 2783.076766 = -628304.316282
  nChanged 5
		SP:Iteration 39Q (52000.300000 sec): 3 clusters
  Score: Raw -631088.874265 + Penalty 2783.076766 = -628305.797499
  nChanged 0
		SP:Iteration 40F (52000.540000 sec): 3 clusters
  Score: Raw -631088.874265 + Penalty 2783.076766 = -628305.797499
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52000.690000 sec): 2 clusters
  Score: Raw -541472.023207 + Penalty 1367.894896 = -540104.128311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52000.890000 sec): 3 clusters
  Score: Raw -539176.919035 + Penalty 2735.789793 = -536441.129242
  nChanged 1785
		SP:Iteration 1F (52001.120000 sec): 3 clusters
  Score: Raw -540105.168354 + Penalty 2735.789793 = -537369.378561
  nChanged 296
		SP:Iteration 2F (52001.300000 sec): 3 clusters
  Score: Raw -540277.292981 + Penalty 2735.789793 = -537541.503188
  nChanged 222
		SP:Iteration 3Q (52001.490000 sec): 3 clusters
  Score: Raw -540387.481214 + Penalty 2735.789793 = -537651.691421
  nChanged 180
		SP:Iteration 4Q (52001.700000 sec): 3 clusters
  Score: Raw -540471.820031 + Penalty 2735.789793 = -537736.030238
  nChanged 159
		SP:Iteration 5Q (52001.970000 sec): 3 clusters
  Score: Raw -540541.143369 + Penalty 2735.789793 = -537805.353576
  nChanged 138
		SP:Iteration 6Q (52002.140000 sec): 3 clusters
  Score: Raw -540598.272411 + Penalty 2735.789793 = -537862.482618
  nChanged 114
		SP:Iteration 7Q (52002.380000 sec): 3 clusters
  Score: Raw -540648.180816 + Penalty 2735.789793 = -537912.391023
  nChanged 120
		SP:Iteration 8Q (52002.610000 sec): 3 clusters
  Score: Raw -540701.211709 + Penalty 2735.789793 = -537965.421916
  nChanged 104
		SP:Iteration 9Q (52002.830000 sec): 3 clusters
  Score: Raw -540751.601189 + Penalty 2735.789793 = -538015.811396
  nChanged 103
		SP:Iteration 10Q (52003.100000 sec): 3 clusters
  Score: Raw -540798.975934 + Penalty 2735.789793 = -538063.186142
  nChanged 89
		SP:Iteration 11Q (52003.270000 sec): 3 clusters
  Score: Raw -540841.667468 + Penalty 2735.789793 = -538105.877675
  nChanged 80
		SP:Iteration 12Q (52003.500000 sec): 3 clusters
  Score: Raw -540889.812915 + Penalty 2735.789793 = -538154.023122
  nChanged 110
		SP:Iteration 13Q (52003.710000 sec): 3 clusters
  Score: Raw -540942.944004 + Penalty 2735.789793 = -538207.154211
  nChanged 111
		SP:Iteration 14Q (52003.910000 sec): 3 clusters
  Score: Raw -540995.077368 + Penalty 2735.789793 = -538259.287575
  nChanged 97
		SP:Iteration 15Q (52004.090000 sec): 3 clusters
  Score: Raw -541047.503751 + Penalty 2735.789793 = -538311.713958
  nChanged 103
		SP:Iteration 16Q (52004.300000 sec): 3 clusters
  Score: Raw -541101.427865 + Penalty 2735.789793 = -538365.638072
  nChanged 103
		SP:Iteration 17Q (52004.470000 sec): 3 clusters
  Score: Raw -541146.860328 + Penalty 2735.789793 = -538411.070535
  nChanged 76
		SP:Iteration 18Q (52004.670000 sec): 3 clusters
  Score: Raw -541178.859686 + Penalty 2735.789793 = -538443.069893
  nChanged 57
		SP:Iteration 19Q (52004.840000 sec): 3 clusters
  Score: Raw -541202.952252 + Penalty 2735.789793 = -538467.162459
  nChanged 52
		SP:Iteration 20F (52005.020000 sec): 3 clusters
  Score: Raw -541218.050277 + Penalty 2735.789793 = -538482.260484
  nChanged 33
		SP:Iteration 21Q (52005.230000 sec): 3 clusters
  Score: Raw -541227.337693 + Penalty 2735.789793 = -538491.547900
  nChanged 23
		SP:Iteration 22Q (52005.430000 sec): 3 clusters
  Score: Raw -541233.322486 + Penalty 2735.789793 = -538497.532693
  nChanged 19
		SP:Iteration 23Q (52005.630000 sec): 3 clusters
  Score: Raw -541237.851256 + Penalty 2735.789793 = -538502.061463
  nChanged 20
		SP:Iteration 24Q (52005.810000 sec): 3 clusters
  Score: Raw -541242.996172 + Penalty 2735.789793 = -538507.206379
  nChanged 15
		SP:Iteration 25Q (52006.010000 sec): 3 clusters
  Score: Raw -541246.995143 + Penalty 2735.789793 = -538511.205351
  nChanged 11
		SP:Iteration 26Q (52006.190000 sec): 3 clusters
  Score: Raw -541249.417855 + Penalty 2735.789793 = -538513.628062
  nChanged 9
		SP:Iteration 27Q (52006.430000 sec): 3 clusters
  Score: Raw -541251.668244 + Penalty 2735.789793 = -538515.878451
  nChanged 11
		SP:Iteration 28Q (52006.620000 sec): 3 clusters
  Score: Raw -541255.087421 + Penalty 2735.789793 = -538519.297628
  nChanged 10
		SP:Iteration 29Q (52006.840000 sec): 3 clusters
  Score: Raw -541257.552982 + Penalty 2735.789793 = -538521.763189
  nChanged 3
		SP:Iteration 30Q (52007.030000 sec): 3 clusters
  Score: Raw -541258.078799 + Penalty 2735.789793 = -538522.289006
  nChanged 3
		SP:Iteration 31Q (52007.290000 sec): 3 clusters
  Score: Raw -541258.514627 + Penalty 2735.789793 = -538522.724834
  nChanged 1
		SP:Iteration 32Q (52007.510000 sec): 3 clusters
  Score: Raw -541258.623154 + Penalty 2735.789793 = -538522.833361
  nChanged 0
		SP:Iteration 33F (52007.700000 sec): 3 clusters
  Score: Raw -541258.623154 + Penalty 2735.789793 = -538522.833361
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52007.830000 sec): 2 clusters
  Score: Raw -67988.415011 + Penalty 1039.771677 = -66948.643334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52007.960000 sec): 3 clusters
  Score: Raw -67920.390827 + Penalty 2079.543354 = -65840.847473
  nChanged 164
		SP:Iteration 1F (52008.210000 sec): 3 clusters
  Score: Raw -68229.876192 + Penalty 2079.543354 = -66150.332839
  nChanged 66
		SP:Iteration 2F (52008.380000 sec): 3 clusters
  Score: Raw -68393.352632 + Penalty 2079.543354 = -66313.809279
  nChanged 45
		SP:Iteration 3F (52008.570000 sec): 3 clusters
  Score: Raw -68537.072649 + Penalty 2079.543354 = -66457.529295
  nChanged 31
		SP:Iteration 4F (52008.770000 sec): 3 clusters
  Score: Raw -68607.950626 + Penalty 2079.543354 = -66528.407272
  nChanged 17
		SP:Iteration 5Q (52008.970000 sec): 3 clusters
  Score: Raw -68649.113909 + Penalty 2079.543354 = -66569.570555
  nChanged 10
		SP:Iteration 6Q (52009.150000 sec): 3 clusters
  Score: Raw -68674.223320 + Penalty 2079.543354 = -66594.679966
  nChanged 7
		SP:Iteration 7Q (52009.370000 sec): 3 clusters
  Score: Raw -68690.143763 + Penalty 2079.543354 = -66610.600409
  nChanged 5
		SP:Iteration 8Q (52009.550000 sec): 3 clusters
  Score: Raw -68700.798180 + Penalty 2079.543354 = -66621.254827
  nChanged 4
		SP:Iteration 9Q (52009.700000 sec): 3 clusters
  Score: Raw -68705.355148 + Penalty 2079.543354 = -66625.811794
  nChanged 1
		SP:Iteration 10Q (52009.900000 sec): 3 clusters
  Score: Raw -68710.314584 + Penalty 2079.543354 = -66630.771230
  nChanged 1
		SP:Iteration 11Q (52010.080000 sec): 3 clusters
  Score: Raw -68711.571753 + Penalty 2079.543354 = -66632.028399
  nChanged 0
		SP:Iteration 12F (52010.300000 sec): 3 clusters
  Score: Raw -68711.571753 + Penalty 2079.543354 = -66632.028399
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52010.390000 sec): 2 clusters
  Score: Raw -39808.847939 + Penalty 980.376511 = -38828.471428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52010.580000 sec): 3 clusters
  Score: Raw -39864.890743 + Penalty 1960.753022 = -37904.137721
  nChanged 107
		SP:Iteration 1F (52010.790000 sec): 3 clusters
  Score: Raw -40022.442332 + Penalty 1960.753022 = -38061.689310
  nChanged 26
		SP:Iteration 2F (52010.960000 sec): 3 clusters
  Score: Raw -40058.911150 + Penalty 1960.753022 = -38098.158128
  nChanged 11
		SP:Iteration 3Q (52011.170000 sec): 3 clusters
  Score: Raw -40098.554614 + Penalty 1960.753022 = -38137.801592
  nChanged 7
		SP:Iteration 4Q (52011.360000 sec): 3 clusters
  Score: Raw -40111.173317 + Penalty 1960.753022 = -38150.420295
  nChanged 7
		SP:Iteration 5Q (52011.510000 sec): 3 clusters
  Score: Raw -40124.214137 + Penalty 1960.753022 = -38163.461115
  nChanged 4
		SP:Iteration 6Q (52011.690000 sec): 3 clusters
  Score: Raw -40127.155275 + Penalty 1960.753022 = -38166.402253
  nChanged 2
		SP:Iteration 7Q (52011.830000 sec): 3 clusters
  Score: Raw -40132.927639 + Penalty 1960.753022 = -38172.174617
  nChanged 2
		SP:Iteration 8Q (52011.970000 sec): 3 clusters
  Score: Raw -40134.948235 + Penalty 1960.753022 = -38174.195213
  nChanged 1
		SP:Iteration 9Q (52012.180000 sec): 3 clusters
  Score: Raw -40136.047340 + Penalty 1960.753022 = -38175.294318
  nChanged 0
		SP:Iteration 10F (52012.390000 sec): 3 clusters
  Score: Raw -40136.047340 + Penalty 1960.753022 = -38175.294318
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52012.670000 sec): 2 clusters
  Score: Raw -5100227.637676 + Penalty 1726.642028 = -5098500.995648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52012.990000 sec): 3 clusters
  Score: Raw -5074314.390829 + Penalty 3453.284056 = -5070861.106773
  nChanged 19358
		SP:Iteration 1F (52013.350000 sec): 3 clusters
  Score: Raw -5085364.777036 + Penalty 3453.284056 = -5081911.492980
  nChanged 2074
		SP:Iteration 2F (52013.690000 sec): 3 clusters
  Score: Raw -5086230.817616 + Penalty 3453.284056 = -5082777.533559
  nChanged 2275
		SP:Iteration 3F (52014.020000 sec): 3 clusters
  Score: Raw -5087307.835248 + Penalty 3453.284056 = -5083854.551192
  nChanged 2425
		SP:Iteration 4F (52014.440000 sec): 3 clusters
  Score: Raw -5088510.380707 + Penalty 3453.284056 = -5085057.096651
  nChanged 2419
		SP:Iteration 5F (52014.770000 sec): 3 clusters
  Score: Raw -5089682.132773 + Penalty 3453.284056 = -5086228.848717
  nChanged 2245
		SP:Iteration 6F (52015.120000 sec): 3 clusters
  Score: Raw -5090706.005262 + Penalty 3453.284056 = -5087252.721206
  nChanged 2025
		SP:Iteration 7Q (52015.470000 sec): 3 clusters
  Score: Raw -5091521.457588 + Penalty 3453.284056 = -5088068.173532
  nChanged 1647
		SP:Iteration 8Q (52015.810000 sec): 3 clusters
  Score: Raw -5092119.674232 + Penalty 3453.284056 = -5088666.390175
  nChanged 1390
		SP:Iteration 9Q (52016.180000 sec): 3 clusters
  Score: Raw -5092591.521815 + Penalty 3453.284056 = -5089138.237758
  nChanged 1208
		SP:Iteration 10Q (52016.540000 sec): 3 clusters
  Score: Raw -5093004.685535 + Penalty 3453.284056 = -5089551.401479
  nChanged 1147
		SP:Iteration 11Q (52016.860000 sec): 3 clusters
  Score: Raw -5093429.877732 + Penalty 3453.284056 = -5089976.593676
  nChanged 1189
		SP:Iteration 12Q (52017.210000 sec): 3 clusters
  Score: Raw -5093898.047093 + Penalty 3453.284056 = -5090444.763037
  nChanged 1240
		SP:Iteration 13Q (52017.610000 sec): 3 clusters
  Score: Raw -5094450.600923 + Penalty 3453.284056 = -5090997.316866
  nChanged 1379
		SP:Iteration 14Q (52017.970000 sec): 3 clusters
  Score: Raw -5095135.077811 + Penalty 3453.284056 = -5091681.793755
  nChanged 1432
		SP:Iteration 15Q (52018.310000 sec): 3 clusters
  Score: Raw -5095948.606364 + Penalty 3453.284056 = -5092495.322308
  nChanged 1432
		SP:Iteration 16Q (52018.680000 sec): 3 clusters
  Score: Raw -5096899.862510 + Penalty 3453.284056 = -5093446.578454
  nChanged 1426
		SP:Iteration 17Q (52019.060000 sec): 3 clusters
  Score: Raw -5097948.225141 + Penalty 3453.284056 = -5094494.941084
  nChanged 1125
		SP:Iteration 18Q (52019.420000 sec): 3 clusters
  Score: Raw -5098789.337230 + Penalty 3453.284056 = -5095336.053174
  nChanged 851
		SP:Iteration 19Q (52019.790000 sec): 3 clusters
  Score: Raw -5099451.261138 + Penalty 3453.284056 = -5095997.977081
  nChanged 556
		SP:Iteration 20F (52020.180000 sec): 3 clusters
  Score: Raw -5099895.782672 + Penalty 3453.284056 = -5096442.498615
  nChanged 278
		SP:Iteration 21Q (52020.580000 sec): 3 clusters
  Score: Raw -5100128.766105 + Penalty 3453.284056 = -5096675.482049
  nChanged 169
		SP:Iteration 22Q (52020.950000 sec): 3 clusters
  Score: Raw -5100257.262865 + Penalty 3453.284056 = -5096803.978809
  nChanged 92
		SP:Iteration 23Q (52021.340000 sec): 3 clusters
  Score: Raw -5100327.294360 + Penalty 3453.284056 = -5096874.010304
  nChanged 52
		SP:Iteration 24Q (52021.720000 sec): 3 clusters
  Score: Raw -5100368.785013 + Penalty 3453.284056 = -5096915.500956
  nChanged 31
		SP:Iteration 25Q (52022.080000 sec): 3 clusters
  Score: Raw -5100393.262279 + Penalty 3453.284056 = -5096939.978222
  nChanged 22
		SP:Iteration 26Q (52022.440000 sec): 3 clusters
  Score: Raw -5100415.299675 + Penalty 3453.284056 = -5096962.015619
  nChanged 25
		SP:Iteration 27Q (52022.790000 sec): 3 clusters
  Score: Raw -5100435.459243 + Penalty 3453.284056 = -5096982.175187
  nChanged 23
		SP:Iteration 28Q (52023.140000 sec): 3 clusters
  Score: Raw -5100453.571245 + Penalty 3453.284056 = -5097000.287189
  nChanged 12
		SP:Iteration 29Q (52023.490000 sec): 3 clusters
  Score: Raw -5100462.243248 + Penalty 3453.284056 = -5097008.959192
  nChanged 8
		SP:Iteration 30Q (52023.810000 sec): 3 clusters
  Score: Raw -5100468.516461 + Penalty 3453.284056 = -5097015.232405
  nChanged 8
		SP:Iteration 31Q (52024.190000 sec): 3 clusters
  Score: Raw -5100475.207624 + Penalty 3453.284056 = -5097021.923568
  nChanged 7
		SP:Iteration 32Q (52024.600000 sec): 3 clusters
  Score: Raw -5100480.775004 + Penalty 3453.284056 = -5097027.490948
  nChanged 3
		SP:Iteration 33Q (52024.960000 sec): 3 clusters
  Score: Raw -5100482.550261 + Penalty 3453.284056 = -5097029.266205
  nChanged 3
		SP:Iteration 34Q (52025.310000 sec): 3 clusters
  Score: Raw -5100485.085118 + Penalty 3453.284056 = -5097031.801062
  nChanged 5
		SP:Iteration 35Q (52025.710000 sec): 3 clusters
  Score: Raw -5100489.275617 + Penalty 3453.284056 = -5097035.991561
  nChanged 0
		SP:Iteration 36F (52026.080000 sec): 3 clusters
  Score: Raw -5100489.275617 + Penalty 3453.284056 = -5097035.991561
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52026.230000 sec): 2 clusters
  Score: Raw -186911.412936 + Penalty 1212.703238 = -185698.709698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52026.450000 sec): 3 clusters
  Score: Raw -186271.926034 + Penalty 2425.406476 = -183846.519558
  nChanged 626
		SP:Iteration 1F (52026.590000 sec): 3 clusters
  Score: Raw -186801.471465 + Penalty 2425.406476 = -184376.064989
  nChanged 162
		SP:Iteration 2F (52026.800000 sec): 3 clusters
  Score: Raw -186998.051012 + Penalty 2425.406476 = -184572.644535
  nChanged 127
		SP:Iteration 3F (52026.950000 sec): 3 clusters
  Score: Raw -187167.384078 + Penalty 2425.406476 = -184741.977602
  nChanged 94
		SP:Iteration 4F (52027.130000 sec): 3 clusters
  Score: Raw -187288.179754 + Penalty 2425.406476 = -184862.773277
  nChanged 68
		SP:Iteration 5Q (52027.300000 sec): 3 clusters
  Score: Raw -187377.938459 + Penalty 2425.406476 = -184952.531983
  nChanged 51
		SP:Iteration 6Q (52027.480000 sec): 3 clusters
  Score: Raw -187437.875818 + Penalty 2425.406476 = -185012.469342
  nChanged 50
		SP:Iteration 7Q (52027.670000 sec): 3 clusters
  Score: Raw -187491.547041 + Penalty 2425.406476 = -185066.140565
  nChanged 57
		SP:Iteration 8Q (52027.880000 sec): 3 clusters
  Score: Raw -187562.396775 + Penalty 2425.406476 = -185136.990299
  nChanged 53
		SP:Iteration 9Q (52028.050000 sec): 3 clusters
  Score: Raw -187636.784442 + Penalty 2425.406476 = -185211.377966
  nChanged 53
		SP:Iteration 10Q (52028.220000 sec): 3 clusters
  Score: Raw -187705.776460 + Penalty 2425.406476 = -185280.369984
  nChanged 42
		SP:Iteration 11Q (52028.350000 sec): 3 clusters
  Score: Raw -187752.828172 + Penalty 2425.406476 = -185327.421696
  nChanged 42
		SP:Iteration 12Q (52028.530000 sec): 3 clusters
  Score: Raw -187790.258531 + Penalty 2425.406476 = -185364.852055
  nChanged 19
		SP:Iteration 13Q (52028.720000 sec): 3 clusters
  Score: Raw -187809.206886 + Penalty 2425.406476 = -185383.800410
  nChanged 20
		SP:Iteration 14Q (52028.900000 sec): 3 clusters
  Score: Raw -187827.888342 + Penalty 2425.406476 = -185402.481866
  nChanged 13
		SP:Iteration 15Q (52029.100000 sec): 3 clusters
  Score: Raw -187835.732143 + Penalty 2425.406476 = -185410.325667
  nChanged 10
		SP:Iteration 16Q (52029.340000 sec): 3 clusters
  Score: Raw -187840.497037 + Penalty 2425.406476 = -185415.090561
  nChanged 6
		SP:Iteration 17Q (52029.530000 sec): 3 clusters
  Score: Raw -187843.166236 + Penalty 2425.406476 = -185417.759759
  nChanged 2
		SP:Iteration 18Q (52029.750000 sec): 3 clusters
  Score: Raw -187844.622475 + Penalty 2425.406476 = -185419.215999
  nChanged 0
		SP:Iteration 19F (52029.960000 sec): 3 clusters
  Score: Raw -187844.622475 + Penalty 2425.406476 = -185419.215999
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (7612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52030.130000 sec): 2 clusters
  Score: Raw -880265.731650 + Penalty 1452.340700 = -878813.390951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52030.330000 sec): 3 clusters
  Score: Raw -876022.227233 + Penalty 2904.681399 = -873117.545834
  nChanged 3243
		SP:Iteration 1F (52030.590000 sec): 3 clusters
  Score: Raw -877925.493621 + Penalty 2904.681399 = -875020.812221
  nChanged 638
		SP:Iteration 2F (52030.810000 sec): 3 clusters
  Score: Raw -878373.455390 + Penalty 2904.681399 = -875468.773991
  nChanged 538
		SP:Iteration 3F (52031.050000 sec): 3 clusters
  Score: Raw -878758.574188 + Penalty 2904.681399 = -875853.892789
  nChanged 481
		SP:Iteration 4F (52031.230000 sec): 3 clusters
  Score: Raw -879105.247516 + Penalty 2904.681399 = -876200.566117
  nChanged 439
		SP:Iteration 5F (52031.470000 sec): 3 clusters
  Score: Raw -879360.762493 + Penalty 2904.681399 = -876456.081094
  nChanged 347
		SP:Iteration 6Q (52031.730000 sec): 3 clusters
  Score: Raw -879540.670251 + Penalty 2904.681399 = -876635.988852
  nChanged 303
		SP:Iteration 7Q (52031.950000 sec): 3 clusters
  Score: Raw -879684.586948 + Penalty 2904.681399 = -876779.905548
  nChanged 235
		SP:Iteration 8Q (52032.210000 sec): 3 clusters
  Score: Raw -879777.404220 + Penalty 2904.681399 = -876872.722820
  nChanged 190
		SP:Iteration 9Q (52032.430000 sec): 3 clusters
  Score: Raw -879833.791497 + Penalty 2904.681399 = -876929.110098
  nChanged 136
		SP:Iteration 10Q (52032.740000 sec): 3 clusters
  Score: Raw -879874.496072 + Penalty 2904.681399 = -876969.814673
  nChanged 107
		SP:Iteration 11Q (52032.980000 sec): 3 clusters
  Score: Raw -879901.530044 + Penalty 2904.681399 = -876996.848644
  nChanged 95
		SP:Iteration 12Q (52033.200000 sec): 3 clusters
  Score: Raw -879926.265012 + Penalty 2904.681399 = -877021.583612
  nChanged 89
		SP:Iteration 13Q (52033.420000 sec): 3 clusters
  Score: Raw -879947.908096 + Penalty 2904.681399 = -877043.226697
  nChanged 77
		SP:Iteration 14Q (52033.680000 sec): 3 clusters
  Score: Raw -879967.825076 + Penalty 2904.681399 = -877063.143677
  nChanged 78
		SP:Iteration 15Q (52033.920000 sec): 3 clusters
  Score: Raw -879984.409041 + Penalty 2904.681399 = -877079.727641
  nChanged 61
		SP:Iteration 16Q (52034.130000 sec): 3 clusters
  Score: Raw -879998.682624 + Penalty 2904.681399 = -877094.001225
  nChanged 72
		SP:Iteration 17Q (52034.440000 sec): 3 clusters
  Score: Raw -880016.653316 + Penalty 2904.681399 = -877111.971917
  nChanged 70
		SP:Iteration 18Q (52034.650000 sec): 3 clusters
  Score: Raw -880034.104606 + Penalty 2904.681399 = -877129.423206
  nChanged 76
		SP:Iteration 19Q (52034.880000 sec): 3 clusters
  Score: Raw -880053.151282 + Penalty 2904.681399 = -877148.469883
  nChanged 85
		SP:Iteration 20F (52035.140000 sec): 3 clusters
  Score: Raw -880073.171186 + Penalty 2904.681399 = -877168.489786
  nChanged 68
		SP:Iteration 21Q (52035.390000 sec): 3 clusters
  Score: Raw -880089.414522 + Penalty 2904.681399 = -877184.733123
  nChanged 70
		SP:Iteration 22Q (52035.570000 sec): 3 clusters
  Score: Raw -880108.469278 + Penalty 2904.681399 = -877203.787879
  nChanged 78
		SP:Iteration 23Q (52035.810000 sec): 3 clusters
  Score: Raw -880129.786002 + Penalty 2904.681399 = -877225.104603
  nChanged 81
		SP:Iteration 24Q (52036.090000 sec): 3 clusters
  Score: Raw -880152.755965 + Penalty 2904.681399 = -877248.074565
  nChanged 78
		SP:Iteration 25Q (52036.310000 sec): 3 clusters
  Score: Raw -880176.420278 + Penalty 2904.681399 = -877271.738879
  nChanged 84
		SP:Iteration 26Q (52036.470000 sec): 3 clusters
  Score: Raw -880203.383406 + Penalty 2904.681399 = -877298.702007
  nChanged 91
		SP:Iteration 27Q (52036.690000 sec): 3 clusters
  Score: Raw -880230.684091 + Penalty 2904.681399 = -877326.002692
  nChanged 97
		SP:Iteration 28Q (52036.870000 sec): 3 clusters
  Score: Raw -880262.171857 + Penalty 2904.681399 = -877357.490458
  nChanged 103
		SP:Iteration 29Q (52037.070000 sec): 3 clusters
  Score: Raw -880292.513050 + Penalty 2904.681399 = -877387.831651
  nChanged 90
		SP:Iteration 30Q (52037.320000 sec): 3 clusters
  Score: Raw -880318.637590 + Penalty 2904.681399 = -877413.956190
  nChanged 90
		SP:Iteration 31Q (52037.570000 sec): 3 clusters
  Score: Raw -880345.978745 + Penalty 2904.681399 = -877441.297346
  nChanged 96
		SP:Iteration 32Q (52037.790000 sec): 3 clusters
  Score: Raw -880376.300358 + Penalty 2904.681399 = -877471.618959
  nChanged 102
		SP:Iteration 33Q (52038.010000 sec): 3 clusters
  Score: Raw -880410.484930 + Penalty 2904.681399 = -877505.803531
  nChanged 95
		SP:Iteration 34Q (52038.240000 sec): 3 clusters
  Score: Raw -880445.140080 + Penalty 2904.681399 = -877540.458681
  nChanged 103
		SP:Iteration 35Q (52038.460000 sec): 3 clusters
  Score: Raw -880482.449701 + Penalty 2904.681399 = -877577.768301
  nChanged 103
		SP:Iteration 36Q (52038.660000 sec): 3 clusters
  Score: Raw -880526.026527 + Penalty 2904.681399 = -877621.345128
  nChanged 122
		SP:Iteration 37Q (52038.930000 sec): 3 clusters
  Score: Raw -880595.628099 + Penalty 2904.681399 = -877690.946700
  nChanged 115
		SP:Iteration 38Q (52039.150000 sec): 3 clusters
  Score: Raw -880658.168050 + Penalty 2904.681399 = -877753.486651
  nChanged 115
		SP:Iteration 39Q (52039.360000 sec): 3 clusters
  Score: Raw -880705.087399 + Penalty 2904.681399 = -877800.405999
  nChanged 109
		SP:Iteration 40F (52039.650000 sec): 3 clusters
  Score: Raw -880750.497440 + Penalty 2904.681399 = -877845.816041
  nChanged 102
		SP:Iteration 41Q (52039.830000 sec): 3 clusters
  Score: Raw -880794.092454 + Penalty 2904.681399 = -877889.411055
  nChanged 96
		SP:Iteration 42Q (52040.100000 sec): 3 clusters
  Score: Raw -880830.957706 + Penalty 2904.681399 = -877926.276307
  nChanged 77
		SP:Iteration 43Q (52040.350000 sec): 3 clusters
  Score: Raw -880862.911267 + Penalty 2904.681399 = -877958.229868
  nChanged 67
		SP:Iteration 44Q (52040.550000 sec): 3 clusters
  Score: Raw -880886.753315 + Penalty 2904.681399 = -877982.071916
  nChanged 57
		SP:Iteration 45Q (52040.830000 sec): 3 clusters
  Score: Raw -880907.427874 + Penalty 2904.681399 = -878002.746475
  nChanged 53
		SP:Iteration 46Q (52041.090000 sec): 3 clusters
  Score: Raw -880923.849768 + Penalty 2904.681399 = -878019.168369
  nChanged 34
		SP:Iteration 47Q (52041.330000 sec): 3 clusters
  Score: Raw -880931.948540 + Penalty 2904.681399 = -878027.267140
  nChanged 27
		SP:Iteration 48Q (52041.470000 sec): 3 clusters
  Score: Raw -880936.948682 + Penalty 2904.681399 = -878032.267283
  nChanged 20
		SP:Iteration 49Q (52041.730000 sec): 3 clusters
  Score: Raw -880940.958906 + Penalty 2904.681399 = -878036.277506
  nChanged 14
		SP:Iteration 50Q (52041.980000 sec): 3 clusters
  Score: Raw -880943.977872 + Penalty 2904.681399 = -878039.296473
  nChanged 17
		SP:Iteration 51Q (52042.190000 sec): 3 clusters
  Score: Raw -880947.867062 + Penalty 2904.681399 = -878043.185663
  nChanged 20
		SP:Iteration 52Q (52042.470000 sec): 3 clusters
  Score: Raw -880953.647650 + Penalty 2904.681399 = -878048.966251
  nChanged 24
		SP:Iteration 53Q (52042.720000 sec): 3 clusters
  Score: Raw -880960.434493 + Penalty 2904.681399 = -878055.753093
  nChanged 18
		SP:Iteration 54Q (52042.940000 sec): 3 clusters
  Score: Raw -880964.529695 + Penalty 2904.681399 = -878059.848295
  nChanged 18
		SP:Iteration 55Q (52043.120000 sec): 3 clusters
  Score: Raw -880968.766539 + Penalty 2904.681399 = -878064.085140
  nChanged 11
		SP:Iteration 56Q (52043.320000 sec): 3 clusters
  Score: Raw -880970.638889 + Penalty 2904.681399 = -878065.957490
  nChanged 7
		SP:Iteration 57Q (52043.550000 sec): 3 clusters
  Score: Raw -880971.797516 + Penalty 2904.681399 = -878067.116117
  nChanged 10
		SP:Iteration 58Q (52043.740000 sec): 3 clusters
  Score: Raw -880973.326471 + Penalty 2904.681399 = -878068.645072
  nChanged 7
		SP:Iteration 59Q (52044.020000 sec): 3 clusters
  Score: Raw -880974.747176 + Penalty 2904.681399 = -878070.065777
  nChanged 8
		SP:Iteration 60F (52044.210000 sec): 3 clusters
  Score: Raw -880975.907261 + Penalty 2904.681399 = -878071.225862
  nChanged 4
		SP:Iteration 61Q (52044.420000 sec): 3 clusters
  Score: Raw -880977.000622 + Penalty 2904.681399 = -878072.319223
  nChanged 4
		SP:Iteration 62Q (52044.580000 sec): 3 clusters
  Score: Raw -880977.508098 + Penalty 2904.681399 = -878072.826698
  nChanged 0
		SP:Iteration 63F (52044.800000 sec): 3 clusters
  Score: Raw -880977.508098 + Penalty 2904.681399 = -878072.826698
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52044.920000 sec): 2 clusters
  Score: Raw -584944.797791 + Penalty 1395.432805 = -583549.364986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52045.150000 sec): 3 clusters
  Score: Raw -582113.921807 + Penalty 2790.865610 = -579323.056197
  nChanged 2224
		SP:Iteration 1F (52045.320000 sec): 3 clusters
  Score: Raw -583545.640152 + Penalty 2790.865610 = -580754.774542
  nChanged 470
		SP:Iteration 2F (52045.530000 sec): 3 clusters
  Score: Raw -583865.656250 + Penalty 2790.865610 = -581074.790641
  nChanged 344
		SP:Iteration 3F (52045.810000 sec): 3 clusters
  Score: Raw -584114.843466 + Penalty 2790.865610 = -581323.977857
  nChanged 298
		SP:Iteration 4F (52046.020000 sec): 3 clusters
  Score: Raw -584297.783147 + Penalty 2790.865610 = -581506.917537
  nChanged 222
		SP:Iteration 5Q (52046.210000 sec): 3 clusters
  Score: Raw -584418.083463 + Penalty 2790.865610 = -581627.217854
  nChanged 203
		SP:Iteration 6Q (52046.410000 sec): 3 clusters
  Score: Raw -584537.439022 + Penalty 2790.865610 = -581746.573412
  nChanged 176
		SP:Iteration 7Q (52046.580000 sec): 3 clusters
  Score: Raw -584644.014851 + Penalty 2790.865610 = -581853.149242
  nChanged 170
		SP:Iteration 8Q (52046.810000 sec): 3 clusters
  Score: Raw -584761.061753 + Penalty 2790.865610 = -581970.196143
  nChanged 184
		SP:Iteration 9Q (52047.030000 sec): 3 clusters
  Score: Raw -584879.201864 + Penalty 2790.865610 = -582088.336255
  nChanged 154
		SP:Iteration 10Q (52047.200000 sec): 3 clusters
  Score: Raw -584998.911084 + Penalty 2790.865610 = -582208.045475
  nChanged 141
		SP:Iteration 11Q (52047.380000 sec): 3 clusters
  Score: Raw -585108.359906 + Penalty 2790.865610 = -582317.494296
  nChanged 118
		SP:Iteration 12Q (52047.590000 sec): 3 clusters
  Score: Raw -585191.282288 + Penalty 2790.865610 = -582400.416679
  nChanged 103
		SP:Iteration 13Q (52047.820000 sec): 3 clusters
  Score: Raw -585262.643060 + Penalty 2790.865610 = -582471.777450
  nChanged 77
		SP:Iteration 14Q (52048.020000 sec): 3 clusters
  Score: Raw -585344.813206 + Penalty 2790.865610 = -582553.947596
  nChanged 73
		SP:Iteration 15Q (52048.190000 sec): 3 clusters
  Score: Raw -585394.286381 + Penalty 2790.865610 = -582603.420771
  nChanged 51
		SP:Iteration 16Q (52048.440000 sec): 3 clusters
  Score: Raw -585429.917746 + Penalty 2790.865610 = -582639.052136
  nChanged 46
		SP:Iteration 17Q (52048.640000 sec): 3 clusters
  Score: Raw -585465.388272 + Penalty 2790.865610 = -582674.522662
  nChanged 42
		SP:Iteration 18Q (52048.860000 sec): 3 clusters
  Score: Raw -585498.171587 + Penalty 2790.865610 = -582707.305977
  nChanged 44
		SP:Iteration 19Q (52049.100000 sec): 3 clusters
  Score: Raw -585526.598507 + Penalty 2790.865610 = -582735.732897
  nChanged 34
		SP:Iteration 20F (52049.330000 sec): 3 clusters
  Score: Raw -585548.199643 + Penalty 2790.865610 = -582757.334033
  nChanged 28
		SP:Iteration 21Q (52049.490000 sec): 3 clusters
  Score: Raw -585563.991146 + Penalty 2790.865610 = -582773.125536
  nChanged 26
		SP:Iteration 22Q (52049.680000 sec): 3 clusters
  Score: Raw -585581.350633 + Penalty 2790.865610 = -582790.485023
  nChanged 21
		SP:Iteration 23Q (52049.910000 sec): 3 clusters
  Score: Raw -585598.346978 + Penalty 2790.865610 = -582807.481368
  nChanged 23
		SP:Iteration 24Q (52050.090000 sec): 3 clusters
  Score: Raw -585612.622099 + Penalty 2790.865610 = -582821.756490
  nChanged 23
		SP:Iteration 25Q (52050.280000 sec): 3 clusters
  Score: Raw -585636.916746 + Penalty 2790.865610 = -582846.051137
  nChanged 20
		SP:Iteration 26Q (52050.430000 sec): 3 clusters
  Score: Raw -585648.340525 + Penalty 2790.865610 = -582857.474915
  nChanged 13
		SP:Iteration 27Q (52050.590000 sec): 3 clusters
  Score: Raw -585655.760014 + Penalty 2790.865610 = -582864.894405
  nChanged 11
		SP:Iteration 28Q (52050.740000 sec): 3 clusters
  Score: Raw -585669.553711 + Penalty 2790.865610 = -582878.688102
  nChanged 20
		SP:Iteration 29Q (52050.890000 sec): 3 clusters
  Score: Raw -585700.650407 + Penalty 2790.865610 = -582909.784797
  nChanged 31
		SP:Iteration 30Q (52051.080000 sec): 3 clusters
  Score: Raw -585744.193550 + Penalty 2790.865610 = -582953.327940
  nChanged 40
		SP:Iteration 31Q (52051.240000 sec): 3 clusters
  Score: Raw -585789.998509 + Penalty 2790.865610 = -582999.132899
  nChanged 35
		SP:Iteration 32Q (52051.380000 sec): 3 clusters
  Score: Raw -585823.017290 + Penalty 2790.865610 = -583032.151680
  nChanged 22
		SP:Iteration 33Q (52051.510000 sec): 3 clusters
  Score: Raw -585838.817636 + Penalty 2790.865610 = -583047.952027
  nChanged 26
		SP:Iteration 34Q (52051.650000 sec): 3 clusters
  Score: Raw -585850.358613 + Penalty 2790.865610 = -583059.493003
  nChanged 17
		SP:Iteration 35Q (52051.790000 sec): 3 clusters
  Score: Raw -585855.003056 + Penalty 2790.865610 = -583064.137446
  nChanged 10
		SP:Iteration 36Q (52051.920000 sec): 3 clusters
  Score: Raw -585857.217901 + Penalty 2790.865610 = -583066.352291
  nChanged 3
		SP:Iteration 37Q (52052.060000 sec): 3 clusters
  Score: Raw -585857.840469 + Penalty 2790.865610 = -583066.974859
  nChanged 2
		SP:Iteration 38Q (52052.200000 sec): 3 clusters
  Score: Raw -585858.595436 + Penalty 2790.865610 = -583067.729826
  nChanged 1
		SP:Iteration 39Q (52052.340000 sec): 3 clusters
  Score: Raw -585859.039478 + Penalty 2790.865610 = -583068.173869
  nChanged 2
		SP:Iteration 40F (52052.480000 sec): 3 clusters
  Score: Raw -585859.482055 + Penalty 2790.865610 = -583068.616445
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52052.580000 sec): 2 clusters
  Score: Raw -610771.658148 + Penalty 1410.967530 = -609360.690618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52052.760000 sec): 3 clusters
  Score: Raw -607648.287419 + Penalty 2821.935060 = -604826.352359
  nChanged 2462
		SP:Iteration 1F (52052.930000 sec): 3 clusters
  Score: Raw -609105.505930 + Penalty 2821.935060 = -606283.570870
  nChanged 432
		SP:Iteration 2F (52053.100000 sec): 3 clusters
  Score: Raw -609345.862479 + Penalty 2821.935060 = -606523.927419
  nChanged 338
		SP:Iteration 3F (52053.300000 sec): 3 clusters
  Score: Raw -609554.944168 + Penalty 2821.935060 = -606733.009108
  nChanged 311
		SP:Iteration 4F (52053.440000 sec): 3 clusters
  Score: Raw -609763.849031 + Penalty 2821.935060 = -606941.913971
  nChanged 289
		SP:Iteration 5Q (52053.610000 sec): 3 clusters
  Score: Raw -609954.485969 + Penalty 2821.935060 = -607132.550909
  nChanged 269
		SP:Iteration 6Q (52053.760000 sec): 3 clusters
  Score: Raw -610149.975691 + Penalty 2821.935060 = -607328.040631
  nChanged 255
		SP:Iteration 7Q (52053.970000 sec): 3 clusters
  Score: Raw -610346.178086 + Penalty 2821.935060 = -607524.243026
  nChanged 244
		SP:Iteration 8Q (52054.110000 sec): 3 clusters
  Score: Raw -610541.386715 + Penalty 2821.935060 = -607719.451655
  nChanged 233
		SP:Iteration 9Q (52054.250000 sec): 3 clusters
  Score: Raw -610723.162739 + Penalty 2821.935060 = -607901.227680
  nChanged 217
		SP:Iteration 10Q (52054.390000 sec): 3 clusters
  Score: Raw -610862.057752 + Penalty 2821.935060 = -608040.122692
  nChanged 146
		SP:Iteration 11Q (52054.530000 sec): 3 clusters
  Score: Raw -610939.401064 + Penalty 2821.935060 = -608117.466004
  nChanged 120
		SP:Iteration 12Q (52054.670000 sec): 3 clusters
  Score: Raw -611000.191197 + Penalty 2821.935060 = -608178.256137
  nChanged 93
		SP:Iteration 13Q (52054.810000 sec): 3 clusters
  Score: Raw -611033.525719 + Penalty 2821.935060 = -608211.590659
  nChanged 70
		SP:Iteration 14Q (52054.950000 sec): 3 clusters
  Score: Raw -611053.496085 + Penalty 2821.935060 = -608231.561025
  nChanged 44
		SP:Iteration 15Q (52055.190000 sec): 3 clusters
  Score: Raw -611065.932430 + Penalty 2821.935060 = -608243.997370
  nChanged 47
		SP:Iteration 16Q (52055.400000 sec): 3 clusters
  Score: Raw -611083.578728 + Penalty 2821.935060 = -608261.643669
  nChanged 44
		SP:Iteration 17Q (52055.550000 sec): 3 clusters
  Score: Raw -611099.308274 + Penalty 2821.935060 = -608277.373215
  nChanged 34
		SP:Iteration 18Q (52055.690000 sec): 3 clusters
  Score: Raw -611110.139943 + Penalty 2821.935060 = -608288.204883
  nChanged 31
		SP:Iteration 19Q (52055.840000 sec): 3 clusters
  Score: Raw -611116.503580 + Penalty 2821.935060 = -608294.568521
  nChanged 26
		SP:Iteration 20F (52055.990000 sec): 3 clusters
  Score: Raw -611122.958806 + Penalty 2821.935060 = -608301.023746
  nChanged 24
		SP:Iteration 21Q (52056.140000 sec): 3 clusters
  Score: Raw -611129.426145 + Penalty 2821.935060 = -608307.491085
  nChanged 19
		SP:Iteration 22Q (52056.270000 sec): 3 clusters
  Score: Raw -611134.994116 + Penalty 2821.935060 = -608313.059056
  nChanged 22
		SP:Iteration 23Q (52056.430000 sec): 3 clusters
  Score: Raw -611139.799529 + Penalty 2821.935060 = -608317.864469
  nChanged 17
		SP:Iteration 24Q (52056.600000 sec): 3 clusters
  Score: Raw -611143.501100 + Penalty 2821.935060 = -608321.566040
  nChanged 18
		SP:Iteration 25Q (52056.770000 sec): 3 clusters
  Score: Raw -611147.485818 + Penalty 2821.935060 = -608325.550758
  nChanged 19
		SP:Iteration 26Q (52056.900000 sec): 3 clusters
  Score: Raw -611150.913060 + Penalty 2821.935060 = -608328.978000
  nChanged 14
		SP:Iteration 27Q (52057.040000 sec): 3 clusters
  Score: Raw -611153.450211 + Penalty 2821.935060 = -608331.515151
  nChanged 12
		SP:Iteration 28Q (52057.170000 sec): 3 clusters
  Score: Raw -611155.403389 + Penalty 2821.935060 = -608333.468329
  nChanged 14
		SP:Iteration 29Q (52057.370000 sec): 3 clusters
  Score: Raw -611157.965370 + Penalty 2821.935060 = -608336.030310
  nChanged 13
		SP:Iteration 30Q (52057.540000 sec): 3 clusters
  Score: Raw -611160.176760 + Penalty 2821.935060 = -608338.241701
  nChanged 7
		SP:Iteration 31Q (52057.770000 sec): 3 clusters
  Score: Raw -611161.485177 + Penalty 2821.935060 = -608339.550117
  nChanged 6
		SP:Iteration 32Q (52057.970000 sec): 3 clusters
  Score: Raw -611162.280716 + Penalty 2821.935060 = -608340.345656
  nChanged 6
		SP:Iteration 33Q (52058.230000 sec): 3 clusters
  Score: Raw -611163.075256 + Penalty 2821.935060 = -608341.140196
  nChanged 6
		SP:Iteration 34Q (52058.470000 sec): 3 clusters
  Score: Raw -611163.820258 + Penalty 2821.935060 = -608341.885198
  nChanged 5
		SP:Iteration 35Q (52058.720000 sec): 3 clusters
  Score: Raw -611164.398227 + Penalty 2821.935060 = -608342.463167
  nChanged 4
		SP:Iteration 36Q (52058.950000 sec): 3 clusters
  Score: Raw -611165.230723 + Penalty 2821.935060 = -608343.295663
  nChanged 5
		SP:Iteration 37Q (52059.150000 sec): 3 clusters
  Score: Raw -611165.756049 + Penalty 2821.935060 = -608343.820989
  nChanged 3
		SP:Iteration 38Q (52059.390000 sec): 3 clusters
  Score: Raw -611166.319651 + Penalty 2821.935060 = -608344.384591
  nChanged 2
		SP:Iteration 39Q (52059.610000 sec): 3 clusters
  Score: Raw -611166.687551 + Penalty 2821.935060 = -608344.752491
  nChanged 1
		SP:Iteration 40F (52059.750000 sec): 3 clusters
  Score: Raw -611166.930599 + Penalty 2821.935060 = -608344.995539
  nChanged 1
		SP:Iteration 41Q (52059.900000 sec): 3 clusters
  Score: Raw -611167.053344 + Penalty 2821.935060 = -608345.118284
  nChanged 2
		SP:Iteration 42Q (52060.080000 sec): 3 clusters
  Score: Raw -611167.244448 + Penalty 2821.935060 = -608345.309389
  nChanged 2
		SP:Iteration 43Q (52060.310000 sec): 3 clusters
  Score: Raw -611167.417325 + Penalty 2821.935060 = -608345.482265
  nChanged 0
		SP:Iteration 44F (52060.470000 sec): 3 clusters
  Score: Raw -611167.417325 + Penalty 2821.935060 = -608345.482265
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52060.560000 sec): 2 clusters
  Score: Raw -515760.915735 + Penalty 1357.558079 = -514403.357656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52060.690000 sec): 3 clusters
  Score: Raw -513646.260162 + Penalty 2715.116158 = -510931.144004
  nChanged 1635
		SP:Iteration 1F (52060.880000 sec): 3 clusters
  Score: Raw -514521.309109 + Penalty 2715.116158 = -511806.192951
  nChanged 308
		SP:Iteration 2F (52061.020000 sec): 3 clusters
  Score: Raw -514698.693095 + Penalty 2715.116158 = -511983.576937
  nChanged 217
		SP:Iteration 3F (52061.240000 sec): 3 clusters
  Score: Raw -514797.902722 + Penalty 2715.116158 = -512082.786564
  nChanged 147
		SP:Iteration 4Q (52061.410000 sec): 3 clusters
  Score: Raw -514871.195895 + Penalty 2715.116158 = -512156.079737
  nChanged 139
		SP:Iteration 5Q (52061.580000 sec): 3 clusters
  Score: Raw -514945.922754 + Penalty 2715.116158 = -512230.806596
  nChanged 134
		SP:Iteration 6Q (52061.730000 sec): 3 clusters
  Score: Raw -515015.557213 + Penalty 2715.116158 = -512300.441055
  nChanged 121
		SP:Iteration 7Q (52061.900000 sec): 3 clusters
  Score: Raw -515075.175454 + Penalty 2715.116158 = -512360.059296
  nChanged 106
		SP:Iteration 8Q (52062.070000 sec): 3 clusters
  Score: Raw -515128.827714 + Penalty 2715.116158 = -512413.711556
  nChanged 109
		SP:Iteration 9Q (52062.230000 sec): 3 clusters
  Score: Raw -515194.724960 + Penalty 2715.116158 = -512479.608802
  nChanged 109
		SP:Iteration 10Q (52062.400000 sec): 3 clusters
  Score: Raw -515260.547045 + Penalty 2715.116158 = -512545.430887
  nChanged 118
		SP:Iteration 11Q (52062.570000 sec): 3 clusters
  Score: Raw -515320.841447 + Penalty 2715.116158 = -512605.725289
  nChanged 112
		SP:Iteration 12Q (52062.730000 sec): 3 clusters
  Score: Raw -515387.120758 + Penalty 2715.116158 = -512672.004600
  nChanged 107
		SP:Iteration 13Q (52062.890000 sec): 3 clusters
  Score: Raw -515446.038610 + Penalty 2715.116158 = -512730.922453
  nChanged 99
		SP:Iteration 14Q (52063.080000 sec): 3 clusters
  Score: Raw -515502.097048 + Penalty 2715.116158 = -512786.980890
  nChanged 76
		SP:Iteration 15Q (52063.250000 sec): 3 clusters
  Score: Raw -515543.006271 + Penalty 2715.116158 = -512827.890113
  nChanged 76
		SP:Iteration 16Q (52063.390000 sec): 3 clusters
  Score: Raw -515589.280779 + Penalty 2715.116158 = -512874.164621
  nChanged 64
		SP:Iteration 17Q (52063.580000 sec): 3 clusters
  Score: Raw -515626.501423 + Penalty 2715.116158 = -512911.385265
  nChanged 65
		SP:Iteration 18Q (52063.720000 sec): 3 clusters
  Score: Raw -515661.093085 + Penalty 2715.116158 = -512945.976927
  nChanged 62
		SP:Iteration 19Q (52063.890000 sec): 3 clusters
  Score: Raw -515699.596922 + Penalty 2715.116158 = -512984.480764
  nChanged 50
		SP:Iteration 20F (52064.060000 sec): 3 clusters
  Score: Raw -515727.196153 + Penalty 2715.116158 = -513012.079995
  nChanged 35
		SP:Iteration 21Q (52064.230000 sec): 3 clusters
  Score: Raw -515753.061932 + Penalty 2715.116158 = -513037.945774
  nChanged 33
		SP:Iteration 22Q (52064.450000 sec): 3 clusters
  Score: Raw -515770.832114 + Penalty 2715.116158 = -513055.715956
  nChanged 26
		SP:Iteration 23Q (52064.610000 sec): 3 clusters
  Score: Raw -515785.117684 + Penalty 2715.116158 = -513070.001526
  nChanged 22
		SP:Iteration 24Q (52064.830000 sec): 3 clusters
  Score: Raw -515798.260119 + Penalty 2715.116158 = -513083.143961
  nChanged 17
		SP:Iteration 25Q (52065.050000 sec): 3 clusters
  Score: Raw -515807.754178 + Penalty 2715.116158 = -513092.638020
  nChanged 21
		SP:Iteration 26Q (52065.240000 sec): 3 clusters
  Score: Raw -515819.752018 + Penalty 2715.116158 = -513104.635860
  nChanged 30
		SP:Iteration 27Q (52065.410000 sec): 3 clusters
  Score: Raw -515835.233293 + Penalty 2715.116158 = -513120.117136
  nChanged 19
		SP:Iteration 28Q (52065.580000 sec): 3 clusters
  Score: Raw -515843.434493 + Penalty 2715.116158 = -513128.318335
  nChanged 12
		SP:Iteration 29Q (52065.730000 sec): 3 clusters
  Score: Raw -515847.815477 + Penalty 2715.116158 = -513132.699319
  nChanged 9
		SP:Iteration 30Q (52065.960000 sec): 3 clusters
  Score: Raw -515852.426319 + Penalty 2715.116158 = -513137.310161
  nChanged 12
		SP:Iteration 31Q (52066.150000 sec): 3 clusters
  Score: Raw -515861.116363 + Penalty 2715.116158 = -513146.000205
  nChanged 16
		SP:Iteration 32Q (52066.350000 sec): 3 clusters
  Score: Raw -515872.091803 + Penalty 2715.116158 = -513156.975645
  nChanged 22
		SP:Iteration 33Q (52066.530000 sec): 3 clusters
  Score: Raw -515885.736389 + Penalty 2715.116158 = -513170.620231
  nChanged 17
		SP:Iteration 34Q (52066.740000 sec): 3 clusters
  Score: Raw -515896.209426 + Penalty 2715.116158 = -513181.093268
  nChanged 16
		SP:Iteration 35Q (52066.940000 sec): 3 clusters
  Score: Raw -515909.215280 + Penalty 2715.116158 = -513194.099122
  nChanged 17
		SP:Iteration 36Q (52067.130000 sec): 3 clusters
  Score: Raw -515921.516421 + Penalty 2715.116158 = -513206.400263
  nChanged 19
		SP:Iteration 37Q (52067.360000 sec): 3 clusters
  Score: Raw -515935.595362 + Penalty 2715.116158 = -513220.479204
  nChanged 16
		SP:Iteration 38Q (52067.550000 sec): 3 clusters
  Score: Raw -515948.560236 + Penalty 2715.116158 = -513233.444079
  nChanged 11
		SP:Iteration 39Q (52067.720000 sec): 3 clusters
  Score: Raw -515956.371187 + Penalty 2715.116158 = -513241.255029
  nChanged 9
		SP:Iteration 40F (52067.940000 sec): 3 clusters
  Score: Raw -515961.088040 + Penalty 2715.116158 = -513245.971882
  nChanged 5
		SP:Iteration 41Q (52068.130000 sec): 3 clusters
  Score: Raw -515964.951386 + Penalty 2715.116158 = -513249.835228
  nChanged 5
		SP:Iteration 42Q (52068.340000 sec): 3 clusters
  Score: Raw -515967.268406 + Penalty 2715.116158 = -513252.152248
  nChanged 1
		SP:Iteration 43Q (52068.520000 sec): 3 clusters
  Score: Raw -515967.558431 + Penalty 2715.116158 = -513252.442273
  nChanged 0
		SP:Iteration 44F (52068.700000 sec): 3 clusters
  Score: Raw -515967.558431 + Penalty 2715.116158 = -513252.442273
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52068.830000 sec): 2 clusters
  Score: Raw -694698.143059 + Penalty 1405.392994 = -693292.750066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52069.050000 sec): 3 clusters
  Score: Raw -691700.016542 + Penalty 2810.785988 = -688889.230555
  nChanged 2320
		SP:Iteration 1F (52069.240000 sec): 3 clusters
  Score: Raw -693105.772712 + Penalty 2810.785988 = -690294.986724
  nChanged 473
		SP:Iteration 2F (52069.460000 sec): 3 clusters
  Score: Raw -693402.787921 + Penalty 2810.785988 = -690592.001933
  nChanged 375
		SP:Iteration 3F (52069.650000 sec): 3 clusters
  Score: Raw -693653.222137 + Penalty 2810.785988 = -690842.436150
  nChanged 335
		SP:Iteration 4F (52069.830000 sec): 3 clusters
  Score: Raw -693847.493719 + Penalty 2810.785988 = -691036.707732
  nChanged 266
		SP:Iteration 5Q (52070.020000 sec): 3 clusters
  Score: Raw -694002.950008 + Penalty 2810.785988 = -691192.164020
  nChanged 241
		SP:Iteration 6Q (52070.240000 sec): 3 clusters
  Score: Raw -694153.790160 + Penalty 2810.785988 = -691343.004172
  nChanged 224
		SP:Iteration 7Q (52070.440000 sec): 3 clusters
  Score: Raw -694277.733476 + Penalty 2810.785988 = -691466.947489
  nChanged 190
		SP:Iteration 8Q (52070.670000 sec): 3 clusters
  Score: Raw -694377.763361 + Penalty 2810.785988 = -691566.977373
  nChanged 147
		SP:Iteration 9Q (52070.890000 sec): 3 clusters
  Score: Raw -694437.390381 + Penalty 2810.785988 = -691626.604393
  nChanged 102
		SP:Iteration 10Q (52071.100000 sec): 3 clusters
  Score: Raw -694474.683260 + Penalty 2810.785988 = -691663.897273
  nChanged 74
		SP:Iteration 11Q (52071.300000 sec): 3 clusters
  Score: Raw -694497.690598 + Penalty 2810.785988 = -691686.904611
  nChanged 56
		SP:Iteration 12Q (52071.520000 sec): 3 clusters
  Score: Raw -694514.330293 + Penalty 2810.785988 = -691703.544305
  nChanged 45
		SP:Iteration 13Q (52071.740000 sec): 3 clusters
  Score: Raw -694526.960842 + Penalty 2810.785988 = -691716.174855
  nChanged 38
		SP:Iteration 14Q (52071.920000 sec): 3 clusters
  Score: Raw -694535.287979 + Penalty 2810.785988 = -691724.501992
  nChanged 29
		SP:Iteration 15Q (52072.100000 sec): 3 clusters
  Score: Raw -694542.830679 + Penalty 2810.785988 = -691732.044691
  nChanged 20
		SP:Iteration 16Q (52072.340000 sec): 3 clusters
  Score: Raw -694546.725695 + Penalty 2810.785988 = -691735.939707
  nChanged 11
		SP:Iteration 17Q (52072.510000 sec): 3 clusters
  Score: Raw -694548.568330 + Penalty 2810.785988 = -691737.782343
  nChanged 12
		SP:Iteration 18Q (52072.790000 sec): 3 clusters
  Score: Raw -694550.710469 + Penalty 2810.785988 = -691739.924481
  nChanged 8
		SP:Iteration 19Q (52072.970000 sec): 3 clusters
  Score: Raw -694552.864873 + Penalty 2810.785988 = -691742.078885
  nChanged 11
		SP:Iteration 20F (52073.190000 sec): 3 clusters
  Score: Raw -694555.168086 + Penalty 2810.785988 = -691744.382098
  nChanged 6
		SP:Iteration 21Q (52073.440000 sec): 3 clusters
  Score: Raw -694556.236966 + Penalty 2810.785988 = -691745.450978
  nChanged 6
		SP:Iteration 22Q (52073.630000 sec): 3 clusters
  Score: Raw -694557.325200 + Penalty 2810.785988 = -691746.539212
  nChanged 4
		SP:Iteration 23Q (52073.840000 sec): 3 clusters
  Score: Raw -694557.855248 + Penalty 2810.785988 = -691747.069261
  nChanged 3
		SP:Iteration 24Q (52074.060000 sec): 3 clusters
  Score: Raw -694558.468800 + Penalty 2810.785988 = -691747.682812
  nChanged 5
		SP:Iteration 25Q (52074.260000 sec): 3 clusters
  Score: Raw -694559.495222 + Penalty 2810.785988 = -691748.709235
  nChanged 3
		SP:Iteration 26Q (52074.440000 sec): 3 clusters
  Score: Raw -694560.037101 + Penalty 2810.785988 = -691749.251113
  nChanged 2
		SP:Iteration 27Q (52074.630000 sec): 3 clusters
  Score: Raw -694560.314020 + Penalty 2810.785988 = -691749.528033
  nChanged 1
		SP:Iteration 28Q (52074.820000 sec): 3 clusters
  Score: Raw -694560.387231 + Penalty 2810.785988 = -691749.601244
  nChanged 0
		SP:Iteration 29F (52075.000000 sec): 3 clusters
  Score: Raw -694560.387231 + Penalty 2810.785988 = -691749.601244
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52075.160000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52075.340000 sec): 3 clusters
  Score: Raw -11661.628787 + Penalty 1553.215135 = -10108.413651
  nChanged 14
		SP:Iteration 1F (52075.500000 sec): 3 clusters
  Score: Raw -11702.054818 + Penalty 1553.215135 = -10148.839683
  nChanged 4
		SP:Iteration 2Q (52075.720000 sec): 3 clusters
  Score: Raw -11727.293115 + Penalty 1553.215135 = -10174.077979
  nChanged 3
		SP:Iteration 3Q (52075.870000 sec): 3 clusters
  Score: Raw -11747.584393 + Penalty 1553.215135 = -10194.369257
  nChanged 2
		SP:Iteration 4Q (52076.060000 sec): 3 clusters
  Score: Raw -11758.326136 + Penalty 1553.215135 = -10205.111001
  nChanged 1
		SP:Iteration 5Q (52076.270000 sec): 3 clusters
  Score: Raw -11760.825928 + Penalty 1553.215135 = -10207.610793
  nChanged 1
		SP:Iteration 6Q (52076.460000 sec): 3 clusters
  Score: Raw -11765.335718 + Penalty 1553.215135 = -10212.120583
  nChanged 1
		SP:Iteration 7Q (52076.650000 sec): 3 clusters
  Score: Raw -11768.119398 + Penalty 1553.215135 = -10214.904263
  nChanged 0
		SP:Iteration 8F (52076.870000 sec): 3 clusters
  Score: Raw -11768.119398 + Penalty 1553.215135 = -10214.904263
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52076.980000 sec): 2 clusters
  Score: Raw -36836.592443 + Penalty 950.046301 = -35886.546142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52077.160000 sec): 3 clusters
  Score: Raw -36877.153666 + Penalty 1900.092602 = -34977.061064
  nChanged 67
		SP:Iteration 1F (52077.330000 sec): 3 clusters
  Score: Raw -37042.961715 + Penalty 1900.092602 = -35142.869113
  nChanged 25
		SP:Iteration 2F (52077.520000 sec): 3 clusters
  Score: Raw -37112.606916 + Penalty 1900.092602 = -35212.514314
  nChanged 12
		SP:Iteration 3Q (52077.690000 sec): 3 clusters
  Score: Raw -37138.424374 + Penalty 1900.092602 = -35238.331772
  nChanged 5
		SP:Iteration 4Q (52077.910000 sec): 3 clusters
  Score: Raw -37145.110080 + Penalty 1900.092602 = -35245.017478
  nChanged 3
		SP:Iteration 5Q (52078.100000 sec): 3 clusters
  Score: Raw -37164.501793 + Penalty 1900.092602 = -35264.409191
  nChanged 2
		SP:Iteration 6Q (52078.280000 sec): 3 clusters
  Score: Raw -37177.016148 + Penalty 1900.092602 = -35276.923546
  nChanged 1
		SP:Iteration 7Q (52078.480000 sec): 3 clusters
  Score: Raw -37184.143541 + Penalty 1900.092602 = -35284.050940
  nChanged 2
		SP:Iteration 8Q (52078.700000 sec): 3 clusters
  Score: Raw -37189.249532 + Penalty 1900.092602 = -35289.156930
  nChanged 0
		SP:Iteration 9F (52078.840000 sec): 3 clusters
  Score: Raw -37189.249532 + Penalty 1900.092602 = -35289.156930
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52078.990000 sec): 2 clusters
  Score: Raw -729138.322610 + Penalty 1406.783468 = -727731.539143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52079.180000 sec): 3 clusters
  Score: Raw -726090.173338 + Penalty 2813.566935 = -723276.606403
  nChanged 2326
		SP:Iteration 1F (52079.380000 sec): 3 clusters
  Score: Raw -727307.657246 + Penalty 2813.566935 = -724494.090311
  nChanged 381
		SP:Iteration 2F (52079.630000 sec): 3 clusters
  Score: Raw -727488.902177 + Penalty 2813.566935 = -724675.335242
  nChanged 277
		SP:Iteration 3Q (52079.800000 sec): 3 clusters
  Score: Raw -727599.769026 + Penalty 2813.566935 = -724786.202091
  nChanged 198
		SP:Iteration 4Q (52080.050000 sec): 3 clusters
  Score: Raw -727683.106524 + Penalty 2813.566935 = -724869.539588
  nChanged 177
		SP:Iteration 5Q (52080.240000 sec): 3 clusters
  Score: Raw -727747.393906 + Penalty 2813.566935 = -724933.826971
  nChanged 138
		SP:Iteration 6Q (52080.430000 sec): 3 clusters
  Score: Raw -727793.139256 + Penalty 2813.566935 = -724979.572321
  nChanged 120
		SP:Iteration 7Q (52080.690000 sec): 3 clusters
  Score: Raw -727834.441921 + Penalty 2813.566935 = -725020.874985
  nChanged 105
		SP:Iteration 8Q (52080.960000 sec): 3 clusters
  Score: Raw -727863.772019 + Penalty 2813.566935 = -725050.205084
  nChanged 80
		SP:Iteration 9Q (52081.150000 sec): 3 clusters
  Score: Raw -727882.527929 + Penalty 2813.566935 = -725068.960994
  nChanged 49
		SP:Iteration 10Q (52081.390000 sec): 3 clusters
  Score: Raw -727893.932830 + Penalty 2813.566935 = -725080.365895
  nChanged 47
		SP:Iteration 11Q (52081.580000 sec): 3 clusters
  Score: Raw -727903.862366 + Penalty 2813.566935 = -725090.295431
  nChanged 48
		SP:Iteration 12Q (52081.790000 sec): 3 clusters
  Score: Raw -727915.168819 + Penalty 2813.566935 = -725101.601884
  nChanged 35
		SP:Iteration 13Q (52081.950000 sec): 3 clusters
  Score: Raw -727921.771598 + Penalty 2813.566935 = -725108.204663
  nChanged 37
		SP:Iteration 14Q (52082.190000 sec): 3 clusters
  Score: Raw -727929.506484 + Penalty 2813.566935 = -725115.939549
  nChanged 29
		SP:Iteration 15Q (52082.380000 sec): 3 clusters
  Score: Raw -727935.975286 + Penalty 2813.566935 = -725122.408351
  nChanged 42
		SP:Iteration 16Q (52082.650000 sec): 3 clusters
  Score: Raw -727943.716244 + Penalty 2813.566935 = -725130.149309
  nChanged 38
		SP:Iteration 17Q (52082.840000 sec): 3 clusters
  Score: Raw -727950.713175 + Penalty 2813.566935 = -725137.146239
  nChanged 33
		SP:Iteration 18Q (52083.060000 sec): 3 clusters
  Score: Raw -727959.813442 + Penalty 2813.566935 = -725146.246506
  nChanged 37
		SP:Iteration 19Q (52083.230000 sec): 3 clusters
  Score: Raw -727967.993646 + Penalty 2813.566935 = -725154.426711
  nChanged 50
		SP:Iteration 20F (52083.450000 sec): 3 clusters
  Score: Raw -727982.273908 + Penalty 2813.566935 = -725168.706973
  nChanged 60
		SP:Iteration 21Q (52083.620000 sec): 3 clusters
  Score: Raw -727997.741411 + Penalty 2813.566935 = -725184.174475
  nChanged 47
		SP:Iteration 22Q (52083.850000 sec): 3 clusters
  Score: Raw -728008.919643 + Penalty 2813.566935 = -725195.352707
  nChanged 52
		SP:Iteration 23Q (52084.020000 sec): 3 clusters
  Score: Raw -728022.386429 + Penalty 2813.566935 = -725208.819494
  nChanged 49
		SP:Iteration 24Q (52084.220000 sec): 3 clusters
  Score: Raw -728036.245576 + Penalty 2813.566935 = -725222.678640
  nChanged 51
		SP:Iteration 25Q (52084.440000 sec): 3 clusters
  Score: Raw -728050.050262 + Penalty 2813.566935 = -725236.483327
  nChanged 59
		SP:Iteration 26Q (52084.610000 sec): 3 clusters
  Score: Raw -728066.221921 + Penalty 2813.566935 = -725252.654986
  nChanged 55
		SP:Iteration 27Q (52084.830000 sec): 3 clusters
  Score: Raw -728083.655072 + Penalty 2813.566935 = -725270.088136
  nChanged 71
		SP:Iteration 28Q (52085.010000 sec): 3 clusters
  Score: Raw -728107.154456 + Penalty 2813.566935 = -725293.587521
  nChanged 74
		SP:Iteration 29Q (52085.190000 sec): 3 clusters
  Score: Raw -728133.051655 + Penalty 2813.566935 = -725319.484719
  nChanged 90
		SP:Iteration 30Q (52085.380000 sec): 3 clusters
  Score: Raw -728166.013321 + Penalty 2813.566935 = -725352.446386
  nChanged 82
		SP:Iteration 31Q (52085.600000 sec): 3 clusters
  Score: Raw -728199.979798 + Penalty 2813.566935 = -725386.412863
  nChanged 98
		SP:Iteration 32Q (52085.760000 sec): 3 clusters
  Score: Raw -728240.436820 + Penalty 2813.566935 = -725426.869885
  nChanged 119
		SP:Iteration 33Q (52085.970000 sec): 3 clusters
  Score: Raw -728290.235861 + Penalty 2813.566935 = -725476.668926
  nChanged 108
		SP:Iteration 34Q (52086.200000 sec): 3 clusters
  Score: Raw -728337.767660 + Penalty 2813.566935 = -725524.200725
  nChanged 116
		SP:Iteration 35Q (52086.420000 sec): 3 clusters
  Score: Raw -728401.022610 + Penalty 2813.566935 = -725587.455675
  nChanged 131
		SP:Iteration 36Q (52086.620000 sec): 3 clusters
  Score: Raw -728474.852461 + Penalty 2813.566935 = -725661.285526
  nChanged 137
		SP:Iteration 37Q (52086.840000 sec): 3 clusters
  Score: Raw -728549.157073 + Penalty 2813.566935 = -725735.590137
  nChanged 144
		SP:Iteration 38Q (52087.030000 sec): 3 clusters
  Score: Raw -728635.508782 + Penalty 2813.566935 = -725821.941847
  nChanged 127
		SP:Iteration 39Q (52087.230000 sec): 3 clusters
  Score: Raw -728716.248057 + Penalty 2813.566935 = -725902.681122
  nChanged 134
		SP:Iteration 40F (52087.420000 sec): 3 clusters
  Score: Raw -728806.167351 + Penalty 2813.566935 = -725992.600415
  nChanged 133
		SP:Iteration 41Q (52087.620000 sec): 3 clusters
  Score: Raw -728897.080991 + Penalty 2813.566935 = -726083.514056
  nChanged 100
		SP:Iteration 42Q (52087.860000 sec): 3 clusters
  Score: Raw -728967.466333 + Penalty 2813.566935 = -726153.899397
  nChanged 96
		SP:Iteration 43Q (52088.050000 sec): 3 clusters
  Score: Raw -729036.761378 + Penalty 2813.566935 = -726223.194443
  nChanged 78
		SP:Iteration 44Q (52088.270000 sec): 3 clusters
  Score: Raw -729097.935664 + Penalty 2813.566935 = -726284.368728
  nChanged 57
		SP:Iteration 45Q (52088.460000 sec): 3 clusters
  Score: Raw -729141.319758 + Penalty 2813.566935 = -726327.752823
  nChanged 47
		SP:Iteration 46Q (52088.670000 sec): 3 clusters
  Score: Raw -729175.152469 + Penalty 2813.566935 = -726361.585534
  nChanged 47
		SP:Iteration 47Q (52088.860000 sec): 3 clusters
  Score: Raw -729210.520375 + Penalty 2813.566935 = -726396.953439
  nChanged 37
		SP:Iteration 48Q (52089.110000 sec): 3 clusters
  Score: Raw -729238.144596 + Penalty 2813.566935 = -726424.577661
  nChanged 29
		SP:Iteration 49Q (52089.340000 sec): 3 clusters
  Score: Raw -729260.669073 + Penalty 2813.566935 = -726447.102137
  nChanged 28
		SP:Iteration 50Q (52089.510000 sec): 3 clusters
  Score: Raw -729280.090581 + Penalty 2813.566935 = -726466.523645
  nChanged 15
		SP:Iteration 51Q (52089.750000 sec): 3 clusters
  Score: Raw -729290.317664 + Penalty 2813.566935 = -726476.750729
  nChanged 17
		SP:Iteration 52Q (52089.960000 sec): 3 clusters
  Score: Raw -729306.329810 + Penalty 2813.566935 = -726492.762875
  nChanged 15
		SP:Iteration 53Q (52090.180000 sec): 3 clusters
  Score: Raw -729322.617037 + Penalty 2813.566935 = -726509.050102
  nChanged 15
		SP:Iteration 54Q (52090.380000 sec): 3 clusters
  Score: Raw -729337.574645 + Penalty 2813.566935 = -726524.007710
  nChanged 8
		SP:Iteration 55Q (52090.610000 sec): 3 clusters
  Score: Raw -729345.838737 + Penalty 2813.566935 = -726532.271801
  nChanged 9
		SP:Iteration 56Q (52090.820000 sec): 3 clusters
  Score: Raw -729352.385025 + Penalty 2813.566935 = -726538.818089
  nChanged 6
		SP:Iteration 57Q (52091.020000 sec): 3 clusters
  Score: Raw -729356.578653 + Penalty 2813.566935 = -726543.011718
  nChanged 1
		SP:Iteration 58Q (52091.220000 sec): 3 clusters
  Score: Raw -729357.353441 + Penalty 2813.566935 = -726543.786506
  nChanged 0
		SP:Iteration 59F (52091.480000 sec): 3 clusters
  Score: Raw -729357.353441 + Penalty 2813.566935 = -726543.786506
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52091.580000 sec): 2 clusters
  Score: Raw -1056041.926442 + Penalty 1480.692764 = -1054561.233679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52091.820000 sec): 3 clusters
  Score: Raw -1050967.906857 + Penalty 2961.385528 = -1048006.521329
  nChanged 3898
		SP:Iteration 1F (52092.000000 sec): 3 clusters
  Score: Raw -1053122.916416 + Penalty 2961.385528 = -1050161.530889
  nChanged 588
		SP:Iteration 2F (52092.220000 sec): 3 clusters
  Score: Raw -1053396.011144 + Penalty 2961.385528 = -1050434.625616
  nChanged 456
		SP:Iteration 3F (52092.390000 sec): 3 clusters
  Score: Raw -1053608.029645 + Penalty 2961.385528 = -1050646.644118
  nChanged 405
		SP:Iteration 4Q (52092.640000 sec): 3 clusters
  Score: Raw -1053781.711080 + Penalty 2961.385528 = -1050820.325552
  nChanged 352
		SP:Iteration 5Q (52092.870000 sec): 3 clusters
  Score: Raw -1053942.925305 + Penalty 2961.385528 = -1050981.539777
  nChanged 362
		SP:Iteration 6Q (52093.120000 sec): 3 clusters
  Score: Raw -1054111.446659 + Penalty 2961.385528 = -1051150.061131
  nChanged 323
		SP:Iteration 7Q (52093.340000 sec): 3 clusters
  Score: Raw -1054309.615029 + Penalty 2961.385528 = -1051348.229502
  nChanged 345
		SP:Iteration 8Q (52093.540000 sec): 3 clusters
  Score: Raw -1054557.488584 + Penalty 2961.385528 = -1051596.103056
  nChanged 365
		SP:Iteration 9Q (52093.740000 sec): 3 clusters
  Score: Raw -1054843.915534 + Penalty 2961.385528 = -1051882.530006
  nChanged 366
		SP:Iteration 10Q (52093.950000 sec): 3 clusters
  Score: Raw -1055126.881660 + Penalty 2961.385528 = -1052165.496132
  nChanged 391
		SP:Iteration 11Q (52094.170000 sec): 3 clusters
  Score: Raw -1055429.175706 + Penalty 2961.385528 = -1052467.790179
  nChanged 427
		SP:Iteration 12Q (52094.420000 sec): 3 clusters
  Score: Raw -1055710.239669 + Penalty 2961.385528 = -1052748.854141
  nChanged 380
		SP:Iteration 13Q (52094.630000 sec): 3 clusters
  Score: Raw -1055929.525065 + Penalty 2961.385528 = -1052968.139537
  nChanged 312
		SP:Iteration 14Q (52094.870000 sec): 3 clusters
  Score: Raw -1056067.158684 + Penalty 2961.385528 = -1053105.773157
  nChanged 223
		SP:Iteration 15Q (52095.080000 sec): 3 clusters
  Score: Raw -1056147.856098 + Penalty 2961.385528 = -1053186.470570
  nChanged 155
		SP:Iteration 16Q (52095.360000 sec): 3 clusters
  Score: Raw -1056194.550967 + Penalty 2961.385528 = -1053233.165439
  nChanged 132
		SP:Iteration 17Q (52095.590000 sec): 3 clusters
  Score: Raw -1056229.494341 + Penalty 2961.385528 = -1053268.108813
  nChanged 108
		SP:Iteration 18Q (52095.800000 sec): 3 clusters
  Score: Raw -1056256.474855 + Penalty 2961.385528 = -1053295.089328
  nChanged 92
		SP:Iteration 19Q (52096.000000 sec): 3 clusters
  Score: Raw -1056279.108869 + Penalty 2961.385528 = -1053317.723342
  nChanged 81
		SP:Iteration 20F (52096.240000 sec): 3 clusters
  Score: Raw -1056301.864496 + Penalty 2961.385528 = -1053340.478968
  nChanged 75
		SP:Iteration 21Q (52096.450000 sec): 3 clusters
  Score: Raw -1056320.357879 + Penalty 2961.385528 = -1053358.972351
  nChanged 61
		SP:Iteration 22Q (52096.670000 sec): 3 clusters
  Score: Raw -1056336.194023 + Penalty 2961.385528 = -1053374.808495
  nChanged 60
		SP:Iteration 23Q (52096.930000 sec): 3 clusters
  Score: Raw -1056349.460470 + Penalty 2961.385528 = -1053388.074942
  nChanged 52
		SP:Iteration 24Q (52097.100000 sec): 3 clusters
  Score: Raw -1056361.364443 + Penalty 2961.385528 = -1053399.978915
  nChanged 51
		SP:Iteration 25Q (52097.320000 sec): 3 clusters
  Score: Raw -1056373.076400 + Penalty 2961.385528 = -1053411.690872
  nChanged 57
		SP:Iteration 26Q (52097.570000 sec): 3 clusters
  Score: Raw -1056383.517814 + Penalty 2961.385528 = -1053422.132286
  nChanged 43
		SP:Iteration 27Q (52097.780000 sec): 3 clusters
  Score: Raw -1056391.061217 + Penalty 2961.385528 = -1053429.675690
  nChanged 42
		SP:Iteration 28Q (52098.000000 sec): 3 clusters
  Score: Raw -1056397.529562 + Penalty 2961.385528 = -1053436.144034
  nChanged 32
		SP:Iteration 29Q (52098.220000 sec): 3 clusters
  Score: Raw -1056402.670692 + Penalty 2961.385528 = -1053441.285164
  nChanged 30
		SP:Iteration 30Q (52098.500000 sec): 3 clusters
  Score: Raw -1056407.948760 + Penalty 2961.385528 = -1053446.563233
  nChanged 33
		SP:Iteration 31Q (52098.710000 sec): 3 clusters
  Score: Raw -1056413.012823 + Penalty 2961.385528 = -1053451.627296
  nChanged 23
		SP:Iteration 32Q (52098.940000 sec): 3 clusters
  Score: Raw -1056416.832000 + Penalty 2961.385528 = -1053455.446472
  nChanged 27
		SP:Iteration 33Q (52099.190000 sec): 3 clusters
  Score: Raw -1056421.632067 + Penalty 2961.385528 = -1053460.246540
  nChanged 20
		SP:Iteration 34Q (52099.430000 sec): 3 clusters
  Score: Raw -1056425.368963 + Penalty 2961.385528 = -1053463.983435
  nChanged 24
		SP:Iteration 35Q (52099.680000 sec): 3 clusters
  Score: Raw -1056429.425866 + Penalty 2961.385528 = -1053468.040338
  nChanged 25
		SP:Iteration 36Q (52099.900000 sec): 3 clusters
  Score: Raw -1056433.723249 + Penalty 2961.385528 = -1053472.337722
  nChanged 27
		SP:Iteration 37Q (52100.100000 sec): 3 clusters
  Score: Raw -1056438.959984 + Penalty 2961.385528 = -1053477.574456
  nChanged 23
		SP:Iteration 38Q (52100.290000 sec): 3 clusters
  Score: Raw -1056443.074893 + Penalty 2961.385528 = -1053481.689365
  nChanged 24
		SP:Iteration 39Q (52100.470000 sec): 3 clusters
  Score: Raw -1056446.903013 + Penalty 2961.385528 = -1053485.517485
  nChanged 25
		SP:Iteration 40F (52100.660000 sec): 3 clusters
  Score: Raw -1056450.759553 + Penalty 2961.385528 = -1053489.374026
  nChanged 28
		SP:Iteration 41Q (52100.870000 sec): 3 clusters
  Score: Raw -1056456.664755 + Penalty 2961.385528 = -1053495.279227
  nChanged 23
		SP:Iteration 42Q (52101.100000 sec): 3 clusters
  Score: Raw -1056460.602472 + Penalty 2961.385528 = -1053499.216944
  nChanged 27
		SP:Iteration 43Q (52101.320000 sec): 3 clusters
  Score: Raw -1056465.932465 + Penalty 2961.385528 = -1053504.546937
  nChanged 36
		SP:Iteration 44Q (52101.550000 sec): 3 clusters
  Score: Raw -1056475.593557 + Penalty 2961.385528 = -1053514.208029
  nChanged 43
		SP:Iteration 45Q (52101.760000 sec): 3 clusters
  Score: Raw -1056486.800261 + Penalty 2961.385528 = -1053525.414733
  nChanged 49
		SP:Iteration 46Q (52102.010000 sec): 3 clusters
  Score: Raw -1056502.383062 + Penalty 2961.385528 = -1053540.997534
  nChanged 51
		SP:Iteration 47Q (52102.230000 sec): 3 clusters
  Score: Raw -1056520.950838 + Penalty 2961.385528 = -1053559.565310
  nChanged 55
		SP:Iteration 48Q (52102.490000 sec): 3 clusters
  Score: Raw -1056537.915292 + Penalty 2961.385528 = -1053576.529764
  nChanged 49
		SP:Iteration 49Q (52102.680000 sec): 3 clusters
  Score: Raw -1056551.127425 + Penalty 2961.385528 = -1053589.741897
  nChanged 50
		SP:Iteration 50Q (52102.910000 sec): 3 clusters
  Score: Raw -1056569.032843 + Penalty 2961.385528 = -1053607.647315
  nChanged 55
		SP:Iteration 51Q (52103.180000 sec): 3 clusters
  Score: Raw -1056588.909451 + Penalty 2961.385528 = -1053627.523923
  nChanged 50
		SP:Iteration 52Q (52103.400000 sec): 3 clusters
  Score: Raw -1056610.554721 + Penalty 2961.385528 = -1053649.169193
  nChanged 68
		SP:Iteration 53Q (52103.650000 sec): 3 clusters
  Score: Raw -1056647.700309 + Penalty 2961.385528 = -1053686.314781
  nChanged 84
		SP:Iteration 54Q (52103.920000 sec): 3 clusters
  Score: Raw -1056699.674384 + Penalty 2961.385528 = -1053738.288856
  nChanged 83
		SP:Iteration 55Q (52104.170000 sec): 3 clusters
  Score: Raw -1056744.672066 + Penalty 2961.385528 = -1053783.286538
  nChanged 70
		SP:Iteration 56Q (52104.360000 sec): 3 clusters
  Score: Raw -1056765.493390 + Penalty 2961.385528 = -1053804.107862
  nChanged 59
		SP:Iteration 57Q (52104.630000 sec): 3 clusters
  Score: Raw -1056780.725399 + Penalty 2961.385528 = -1053819.339871
  nChanged 38
		SP:Iteration 58Q (52104.840000 sec): 3 clusters
  Score: Raw -1056788.563988 + Penalty 2961.385528 = -1053827.178460
  nChanged 35
		SP:Iteration 59Q (52105.070000 sec): 3 clusters
  Score: Raw -1056797.602325 + Penalty 2961.385528 = -1053836.216798
  nChanged 39
		SP:Iteration 60F (52105.270000 sec): 3 clusters
  Score: Raw -1056807.503973 + Penalty 2961.385528 = -1053846.118445
  nChanged 37
		SP:Iteration 61Q (52105.480000 sec): 3 clusters
  Score: Raw -1056816.384885 + Penalty 2961.385528 = -1053854.999358
  nChanged 42
		SP:Iteration 62Q (52105.700000 sec): 3 clusters
  Score: Raw -1056825.685033 + Penalty 2961.385528 = -1053864.299505
  nChanged 31
		SP:Iteration 63Q (52105.910000 sec): 3 clusters
  Score: Raw -1056832.843358 + Penalty 2961.385528 = -1053871.457831
  nChanged 26
		SP:Iteration 64Q (52106.150000 sec): 3 clusters
  Score: Raw -1056838.504237 + Penalty 2961.385528 = -1053877.118709
  nChanged 21
		SP:Iteration 65Q (52106.330000 sec): 3 clusters
  Score: Raw -1056842.925521 + Penalty 2961.385528 = -1053881.539993
  nChanged 22
		SP:Iteration 66Q (52106.520000 sec): 3 clusters
  Score: Raw -1056847.956933 + Penalty 2961.385528 = -1053886.571405
  nChanged 22
		SP:Iteration 67Q (52106.730000 sec): 3 clusters
  Score: Raw -1056853.991784 + Penalty 2961.385528 = -1053892.606256
  nChanged 24
		SP:Iteration 68Q (52106.900000 sec): 3 clusters
  Score: Raw -1056858.815879 + Penalty 2961.385528 = -1053897.430352
  nChanged 16
		SP:Iteration 69Q (52107.120000 sec): 3 clusters
  Score: Raw -1056862.346956 + Penalty 2961.385528 = -1053900.961428
  nChanged 17
		SP:Iteration 70Q (52107.340000 sec): 3 clusters
  Score: Raw -1056865.761480 + Penalty 2961.385528 = -1053904.375952
  nChanged 13
		SP:Iteration 71Q (52107.560000 sec): 3 clusters
  Score: Raw -1056868.769447 + Penalty 2961.385528 = -1053907.383920
  nChanged 11
		SP:Iteration 72Q (52107.750000 sec): 3 clusters
  Score: Raw -1056870.323930 + Penalty 2961.385528 = -1053908.938402
  nChanged 8
		SP:Iteration 73Q (52107.960000 sec): 3 clusters
  Score: Raw -1056871.494174 + Penalty 2961.385528 = -1053910.108646
  nChanged 7
		SP:Iteration 74Q (52108.170000 sec): 3 clusters
  Score: Raw -1056872.882414 + Penalty 2961.385528 = -1053911.496886
  nChanged 8
		SP:Iteration 75Q (52108.390000 sec): 3 clusters
  Score: Raw -1056873.802599 + Penalty 2961.385528 = -1053912.417071
  nChanged 5
		SP:Iteration 76Q (52108.610000 sec): 3 clusters
  Score: Raw -1056874.134904 + Penalty 2961.385528 = -1053912.749376
  nChanged 3
		SP:Iteration 77Q (52108.820000 sec): 3 clusters
  Score: Raw -1056874.431800 + Penalty 2961.385528 = -1053913.046272
  nChanged 4
		SP:Iteration 78Q (52109.070000 sec): 3 clusters
  Score: Raw -1056874.872878 + Penalty 2961.385528 = -1053913.487350
  nChanged 6
		SP:Iteration 79Q (52109.210000 sec): 3 clusters
  Score: Raw -1056875.685431 + Penalty 2961.385528 = -1053914.299903
  nChanged 6
		SP:Iteration 80F (52109.420000 sec): 3 clusters
  Score: Raw -1056876.591904 + Penalty 2961.385528 = -1053915.206377
  nChanged 10
		SP:Iteration 81Q (52109.680000 sec): 3 clusters
  Score: Raw -1056878.385040 + Penalty 2961.385528 = -1053916.999512
  nChanged 6
		SP:Iteration 82Q (52109.920000 sec): 3 clusters
  Score: Raw -1056879.107424 + Penalty 2961.385528 = -1053917.721897
  nChanged 4
		SP:Iteration 83Q (52110.150000 sec): 3 clusters
  Score: Raw -1056879.732766 + Penalty 2961.385528 = -1053918.347238
  nChanged 4
		SP:Iteration 84Q (52110.340000 sec): 3 clusters
  Score: Raw -1056880.100490 + Penalty 2961.385528 = -1053918.714962
  nChanged 2
		SP:Iteration 85Q (52110.550000 sec): 3 clusters
  Score: Raw -1056880.249057 + Penalty 2961.385528 = -1053918.863529
  nChanged 1
		SP:Iteration 86Q (52110.800000 sec): 3 clusters
  Score: Raw -1056880.495639 + Penalty 2961.385528 = -1053919.110111
  nChanged 0
		SP:Iteration 87F (52111.040000 sec): 3 clusters
  Score: Raw -1056880.495639 + Penalty 2961.385528 = -1053919.110111
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52111.140000 sec): 2 clusters
  Score: Raw -680459.280698 + Penalty 1402.343692 = -679056.937006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52111.350000 sec): 3 clusters
  Score: Raw -677501.010612 + Penalty 2804.687384 = -674696.323228
  nChanged 2262
		SP:Iteration 1F (52111.570000 sec): 3 clusters
  Score: Raw -678689.466850 + Penalty 2804.687384 = -675884.779466
  nChanged 401
		SP:Iteration 2F (52111.740000 sec): 3 clusters
  Score: Raw -678873.106148 + Penalty 2804.687384 = -676068.418764
  nChanged 270
		SP:Iteration 3Q (52111.970000 sec): 3 clusters
  Score: Raw -678980.448281 + Penalty 2804.687384 = -676175.760897
  nChanged 199
		SP:Iteration 4Q (52112.180000 sec): 3 clusters
  Score: Raw -679047.774316 + Penalty 2804.687384 = -676243.086931
  nChanged 158
		SP:Iteration 5Q (52112.370000 sec): 3 clusters
  Score: Raw -679100.109091 + Penalty 2804.687384 = -676295.421706
  nChanged 139
		SP:Iteration 6Q (52112.530000 sec): 3 clusters
  Score: Raw -679146.140852 + Penalty 2804.687384 = -676341.453467
  nChanged 115
		SP:Iteration 7Q (52112.750000 sec): 3 clusters
  Score: Raw -679185.838643 + Penalty 2804.687384 = -676381.151259
  nChanged 121
		SP:Iteration 8Q (52112.950000 sec): 3 clusters
  Score: Raw -679229.893548 + Penalty 2804.687384 = -676425.206164
  nChanged 130
		SP:Iteration 9Q (52113.160000 sec): 3 clusters
  Score: Raw -679278.365618 + Penalty 2804.687384 = -676473.678234
  nChanged 140
		SP:Iteration 10Q (52113.410000 sec): 3 clusters
  Score: Raw -679332.613476 + Penalty 2804.687384 = -676527.926092
  nChanged 139
		SP:Iteration 11Q (52113.630000 sec): 3 clusters
  Score: Raw -679392.750647 + Penalty 2804.687384 = -676588.063263
  nChanged 184
		SP:Iteration 12Q (52113.830000 sec): 3 clusters
  Score: Raw -679475.965240 + Penalty 2804.687384 = -676671.277856
  nChanged 180
		SP:Iteration 13Q (52114.050000 sec): 3 clusters
  Score: Raw -679570.415883 + Penalty 2804.687384 = -676765.728499
  nChanged 225
		SP:Iteration 14Q (52114.270000 sec): 3 clusters
  Score: Raw -679698.853448 + Penalty 2804.687384 = -676894.166064
  nChanged 230
		SP:Iteration 15Q (52114.450000 sec): 3 clusters
  Score: Raw -679847.203301 + Penalty 2804.687384 = -677042.515917
  nChanged 233
		SP:Iteration 16Q (52114.680000 sec): 3 clusters
  Score: Raw -679985.410107 + Penalty 2804.687384 = -677180.722723
  nChanged 222
		SP:Iteration 17Q (52114.870000 sec): 3 clusters
  Score: Raw -680108.066310 + Penalty 2804.687384 = -677303.378926
  nChanged 179
		SP:Iteration 18Q (52115.040000 sec): 3 clusters
  Score: Raw -680215.316491 + Penalty 2804.687384 = -677410.629106
  nChanged 163
		SP:Iteration 19Q (52115.230000 sec): 3 clusters
  Score: Raw -680305.798338 + Penalty 2804.687384 = -677501.110954
  nChanged 144
		SP:Iteration 20F (52115.430000 sec): 3 clusters
  Score: Raw -680382.844797 + Penalty 2804.687384 = -677578.157413
  nChanged 131
		SP:Iteration 21Q (52115.630000 sec): 3 clusters
  Score: Raw -680454.407934 + Penalty 2804.687384 = -677649.720550
  nChanged 112
		SP:Iteration 22Q (52115.820000 sec): 3 clusters
  Score: Raw -680521.021473 + Penalty 2804.687384 = -677716.334089
  nChanged 104
		SP:Iteration 23Q (52116.010000 sec): 3 clusters
  Score: Raw -680574.224367 + Penalty 2804.687384 = -677769.536982
  nChanged 85
		SP:Iteration 24Q (52116.190000 sec): 3 clusters
  Score: Raw -680614.103909 + Penalty 2804.687384 = -677809.416525
  nChanged 69
		SP:Iteration 25Q (52116.360000 sec): 3 clusters
  Score: Raw -680640.886081 + Penalty 2804.687384 = -677836.198697
  nChanged 52
		SP:Iteration 26Q (52116.530000 sec): 3 clusters
  Score: Raw -680659.607842 + Penalty 2804.687384 = -677854.920458
  nChanged 46
		SP:Iteration 27Q (52116.680000 sec): 3 clusters
  Score: Raw -680676.695902 + Penalty 2804.687384 = -677872.008518
  nChanged 49
		SP:Iteration 28Q (52116.920000 sec): 3 clusters
  Score: Raw -680694.842338 + Penalty 2804.687384 = -677890.154954
  nChanged 51
		SP:Iteration 29Q (52117.090000 sec): 3 clusters
  Score: Raw -680714.843106 + Penalty 2804.687384 = -677910.155722
  nChanged 55
		SP:Iteration 30Q (52117.290000 sec): 3 clusters
  Score: Raw -680733.725834 + Penalty 2804.687384 = -677929.038450
  nChanged 54
		SP:Iteration 31Q (52117.440000 sec): 3 clusters
  Score: Raw -680751.994649 + Penalty 2804.687384 = -677947.307265
  nChanged 41
		SP:Iteration 32Q (52117.620000 sec): 3 clusters
  Score: Raw -680765.005674 + Penalty 2804.687384 = -677960.318289
  nChanged 35
		SP:Iteration 33Q (52117.770000 sec): 3 clusters
  Score: Raw -680775.113629 + Penalty 2804.687384 = -677970.426245
  nChanged 27
		SP:Iteration 34Q (52117.970000 sec): 3 clusters
  Score: Raw -680783.569614 + Penalty 2804.687384 = -677978.882230
  nChanged 23
		SP:Iteration 35Q (52118.130000 sec): 3 clusters
  Score: Raw -680788.986346 + Penalty 2804.687384 = -677984.298962
  nChanged 20
		SP:Iteration 36Q (52118.360000 sec): 3 clusters
  Score: Raw -680793.679789 + Penalty 2804.687384 = -677988.992405
  nChanged 14
		SP:Iteration 37Q (52118.480000 sec): 3 clusters
  Score: Raw -680796.756074 + Penalty 2804.687384 = -677992.068690
  nChanged 19
		SP:Iteration 38Q (52118.670000 sec): 3 clusters
  Score: Raw -680801.492814 + Penalty 2804.687384 = -677996.805429
  nChanged 30
		SP:Iteration 39Q (52118.930000 sec): 3 clusters
  Score: Raw -680810.047087 + Penalty 2804.687384 = -678005.359703
  nChanged 32
		SP:Iteration 40F (52119.120000 sec): 3 clusters
  Score: Raw -680818.267402 + Penalty 2804.687384 = -678013.580018
  nChanged 23
		SP:Iteration 41Q (52119.290000 sec): 3 clusters
  Score: Raw -680824.090960 + Penalty 2804.687384 = -678019.403576
  nChanged 15
		SP:Iteration 42Q (52119.460000 sec): 3 clusters
  Score: Raw -680828.278533 + Penalty 2804.687384 = -678023.591149
  nChanged 21
		SP:Iteration 43Q (52119.600000 sec): 3 clusters
  Score: Raw -680833.348045 + Penalty 2804.687384 = -678028.660661
  nChanged 22
		SP:Iteration 44Q (52119.830000 sec): 3 clusters
  Score: Raw -680839.891366 + Penalty 2804.687384 = -678035.203981
  nChanged 31
		SP:Iteration 45Q (52119.990000 sec): 3 clusters
  Score: Raw -680848.650986 + Penalty 2804.687384 = -678043.963602
  nChanged 32
		SP:Iteration 46Q (52120.210000 sec): 3 clusters
  Score: Raw -680857.566768 + Penalty 2804.687384 = -678052.879384
  nChanged 23
		SP:Iteration 47Q (52120.370000 sec): 3 clusters
  Score: Raw -680862.124159 + Penalty 2804.687384 = -678057.436775
  nChanged 14
		SP:Iteration 48Q (52120.560000 sec): 3 clusters
  Score: Raw -680864.418372 + Penalty 2804.687384 = -678059.730988
  nChanged 12
		SP:Iteration 49Q (52120.750000 sec): 3 clusters
  Score: Raw -680867.378587 + Penalty 2804.687384 = -678062.691203
  nChanged 16
		SP:Iteration 50Q (52120.940000 sec): 3 clusters
  Score: Raw -680870.993409 + Penalty 2804.687384 = -678066.306025
  nChanged 20
		SP:Iteration 51Q (52121.150000 sec): 3 clusters
  Score: Raw -680875.191556 + Penalty 2804.687384 = -678070.504172
  nChanged 19
		SP:Iteration 52Q (52121.310000 sec): 3 clusters
  Score: Raw -680878.707723 + Penalty 2804.687384 = -678074.020339
  nChanged 15
		SP:Iteration 53Q (52121.490000 sec): 3 clusters
  Score: Raw -680882.223288 + Penalty 2804.687384 = -678077.535904
  nChanged 21
		SP:Iteration 54Q (52121.660000 sec): 3 clusters
  Score: Raw -680887.420075 + Penalty 2804.687384 = -678082.732690
  nChanged 25
		SP:Iteration 55Q (52121.890000 sec): 3 clusters
  Score: Raw -680892.616151 + Penalty 2804.687384 = -678087.928767
  nChanged 15
		SP:Iteration 56Q (52122.050000 sec): 3 clusters
  Score: Raw -680895.722110 + Penalty 2804.687384 = -678091.034726
  nChanged 20
		SP:Iteration 57Q (52122.230000 sec): 3 clusters
  Score: Raw -680901.266750 + Penalty 2804.687384 = -678096.579366
  nChanged 29
		SP:Iteration 58Q (52122.430000 sec): 3 clusters
  Score: Raw -680912.815639 + Penalty 2804.687384 = -678108.128255
  nChanged 34
		SP:Iteration 59Q (52122.600000 sec): 3 clusters
  Score: Raw -680924.307958 + Penalty 2804.687384 = -678119.620574
  nChanged 40
		SP:Iteration 60F (52122.790000 sec): 3 clusters
  Score: Raw -680937.029167 + Penalty 2804.687384 = -678132.341783
  nChanged 33
		SP:Iteration 61Q (52122.980000 sec): 3 clusters
  Score: Raw -680946.290719 + Penalty 2804.687384 = -678141.603335
  nChanged 38
		SP:Iteration 62Q (52123.180000 sec): 3 clusters
  Score: Raw -680957.432541 + Penalty 2804.687384 = -678152.745157
  nChanged 47
		SP:Iteration 63Q (52123.330000 sec): 3 clusters
  Score: Raw -680973.843609 + Penalty 2804.687384 = -678169.156225
  nChanged 52
		SP:Iteration 64Q (52123.550000 sec): 3 clusters
  Score: Raw -680991.595094 + Penalty 2804.687384 = -678186.907710
  nChanged 48
		SP:Iteration 65Q (52123.810000 sec): 3 clusters
  Score: Raw -681007.491668 + Penalty 2804.687384 = -678202.804284
  nChanged 51
		SP:Iteration 66Q (52123.980000 sec): 3 clusters
  Score: Raw -681023.746063 + Penalty 2804.687384 = -678219.058678
  nChanged 45
		SP:Iteration 67Q (52124.220000 sec): 3 clusters
  Score: Raw -681037.837741 + Penalty 2804.687384 = -678233.150357
  nChanged 41
		SP:Iteration 68Q (52124.400000 sec): 3 clusters
  Score: Raw -681049.486149 + Penalty 2804.687384 = -678244.798765
  nChanged 41
		SP:Iteration 69Q (52124.610000 sec): 3 clusters
  Score: Raw -681062.780171 + Penalty 2804.687384 = -678258.092787
  nChanged 48
		SP:Iteration 70Q (52124.850000 sec): 3 clusters
  Score: Raw -681075.953616 + Penalty 2804.687384 = -678271.266231
  nChanged 34
		SP:Iteration 71Q (52124.990000 sec): 3 clusters
  Score: Raw -681085.383823 + Penalty 2804.687384 = -678280.696439
  nChanged 32
		SP:Iteration 72Q (52125.230000 sec): 3 clusters
  Score: Raw -681095.022621 + Penalty 2804.687384 = -678290.335237
  nChanged 37
		SP:Iteration 73Q (52125.430000 sec): 3 clusters
  Score: Raw -681106.175977 + Penalty 2804.687384 = -678301.488593
  nChanged 39
		SP:Iteration 74Q (52125.610000 sec): 3 clusters
  Score: Raw -681118.485821 + Penalty 2804.687384 = -678313.798437
  nChanged 39
		SP:Iteration 75Q (52125.810000 sec): 3 clusters
  Score: Raw -681132.544702 + Penalty 2804.687384 = -678327.857318
  nChanged 51
		SP:Iteration 76Q (52126.010000 sec): 3 clusters
  Score: Raw -681150.099798 + Penalty 2804.687384 = -678345.412414
  nChanged 47
		SP:Iteration 77Q (52126.210000 sec): 3 clusters
  Score: Raw -681167.230353 + Penalty 2804.687384 = -678362.542969
  nChanged 56
		SP:Iteration 78Q (52126.400000 sec): 3 clusters
  Score: Raw -681189.380370 + Penalty 2804.687384 = -678384.692986
  nChanged 45
		SP:Iteration 79Q (52126.580000 sec): 3 clusters
  Score: Raw -681203.515341 + Penalty 2804.687384 = -678398.827957
  nChanged 40
		SP:Iteration 80F (52126.780000 sec): 3 clusters
  Score: Raw -681220.772872 + Penalty 2804.687384 = -678416.085488
  nChanged 45
		SP:Iteration 81Q (52126.990000 sec): 3 clusters
  Score: Raw -681244.299767 + Penalty 2804.687384 = -678439.612383
  nChanged 54
		SP:Iteration 82Q (52127.200000 sec): 3 clusters
  Score: Raw -681266.216832 + Penalty 2804.687384 = -678461.529448
  nChanged 39
		SP:Iteration 83Q (52127.370000 sec): 3 clusters
  Score: Raw -681279.349710 + Penalty 2804.687384 = -678474.662326
  nChanged 31
		SP:Iteration 84Q (52127.570000 sec): 3 clusters
  Score: Raw -681287.679701 + Penalty 2804.687384 = -678482.992317
  nChanged 24
		SP:Iteration 85Q (52127.790000 sec): 3 clusters
  Score: Raw -681294.073319 + Penalty 2804.687384 = -678489.385934
  nChanged 30
		SP:Iteration 86Q (52127.950000 sec): 3 clusters
  Score: Raw -681302.864774 + Penalty 2804.687384 = -678498.177389
  nChanged 19
		SP:Iteration 87Q (52128.150000 sec): 3 clusters
  Score: Raw -681309.037860 + Penalty 2804.687384 = -678504.350475
  nChanged 23
		SP:Iteration 88Q (52128.320000 sec): 3 clusters
  Score: Raw -681315.682041 + Penalty 2804.687384 = -678510.994657
  nChanged 16
		SP:Iteration 89Q (52128.590000 sec): 3 clusters
  Score: Raw -681320.116250 + Penalty 2804.687384 = -678515.428866
  nChanged 13
		SP:Iteration 90Q (52128.780000 sec): 3 clusters
  Score: Raw -681323.843028 + Penalty 2804.687384 = -678519.155644
  nChanged 15
		SP:Iteration 91Q (52128.990000 sec): 3 clusters
  Score: Raw -681327.436748 + Penalty 2804.687384 = -678522.749364
  nChanged 16
		SP:Iteration 92Q (52129.250000 sec): 3 clusters
  Score: Raw -681331.199480 + Penalty 2804.687384 = -678526.512096
  nChanged 8
		SP:Iteration 93Q (52129.420000 sec): 3 clusters
  Score: Raw -681332.949321 + Penalty 2804.687384 = -678528.261937
  nChanged 7
		SP:Iteration 94Q (52129.640000 sec): 3 clusters
  Score: Raw -681334.577711 + Penalty 2804.687384 = -678529.890327
  nChanged 6
		SP:Iteration 95Q (52129.820000 sec): 3 clusters
  Score: Raw -681335.708553 + Penalty 2804.687384 = -678531.021169
  nChanged 8
		SP:Iteration 96Q (52130.030000 sec): 3 clusters
  Score: Raw -681337.743322 + Penalty 2804.687384 = -678533.055938
  nChanged 9
		SP:Iteration 97Q (52130.220000 sec): 3 clusters
  Score: Raw -681339.907630 + Penalty 2804.687384 = -678535.220246
  nChanged 4
		SP:Iteration 98Q (52130.440000 sec): 3 clusters
  Score: Raw -681340.983008 + Penalty 2804.687384 = -678536.295624
  nChanged 1
		SP:Iteration 99Q (52130.590000 sec): 3 clusters
  Score: Raw -681341.157959 + Penalty 2804.687384 = -678536.470575
  nChanged 1
		SP:Iteration 100F (52130.800000 sec): 3 clusters
  Score: Raw -681341.290933 + Penalty 2804.687384 = -678536.603548
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52130.900000 sec): 2 clusters
  Score: Raw -67090.627492 + Penalty 1028.869051 = -66061.758442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52131.080000 sec): 3 clusters
  Score: Raw -67037.629030 + Penalty 2057.738101 = -64979.890929
  nChanged 145
		SP:Iteration 1F (52131.300000 sec): 3 clusters
  Score: Raw -67246.419030 + Penalty 2057.738101 = -65188.680929
  nChanged 36
		SP:Iteration 2F (52131.500000 sec): 3 clusters
  Score: Raw -67312.329306 + Penalty 2057.738101 = -65254.591205
  nChanged 17
		SP:Iteration 3Q (52131.690000 sec): 3 clusters
  Score: Raw -67339.405437 + Penalty 2057.738101 = -65281.667335
  nChanged 11
		SP:Iteration 4Q (52131.900000 sec): 3 clusters
  Score: Raw -67353.109619 + Penalty 2057.738101 = -65295.371517
  nChanged 8
		SP:Iteration 5Q (52132.050000 sec): 3 clusters
  Score: Raw -67360.006961 + Penalty 2057.738101 = -65302.268860
  nChanged 3
		SP:Iteration 6Q (52132.250000 sec): 3 clusters
  Score: Raw -67362.030735 + Penalty 2057.738101 = -65304.292634
  nChanged 1
		SP:Iteration 7Q (52132.400000 sec): 3 clusters
  Score: Raw -67363.184979 + Penalty 2057.738101 = -65305.446878
  nChanged 1
		SP:Iteration 8Q (52132.550000 sec): 3 clusters
  Score: Raw -67363.922830 + Penalty 2057.738101 = -65306.184729
  nChanged 2
		SP:Iteration 9Q (52132.800000 sec): 3 clusters
  Score: Raw -67365.860243 + Penalty 2057.738101 = -65308.122142
  nChanged 0
		SP:Iteration 10F (52132.940000 sec): 3 clusters
  Score: Raw -67365.860243 + Penalty 2057.738101 = -65308.122142
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52133.160000 sec): 2 clusters
  Score: Raw -2175007.140609 + Penalty 1604.526178 = -2173402.614431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52133.440000 sec): 3 clusters
  Score: Raw -2163315.721784 + Penalty 3209.052355 = -2160106.669429
  nChanged 8806
		SP:Iteration 1F (52133.770000 sec): 3 clusters
  Score: Raw -2168396.795038 + Penalty 3209.052355 = -2165187.742683
  nChanged 1146
		SP:Iteration 2F (52134.010000 sec): 3 clusters
  Score: Raw -2168993.438252 + Penalty 3209.052355 = -2165784.385897
  nChanged 1186
		SP:Iteration 3F (52134.290000 sec): 3 clusters
  Score: Raw -2169668.657750 + Penalty 3209.052355 = -2166459.605394
  nChanged 1197
		SP:Iteration 4F (52134.560000 sec): 3 clusters
  Score: Raw -2170359.126366 + Penalty 3209.052355 = -2167150.074010
  nChanged 1113
		SP:Iteration 5F (52134.800000 sec): 3 clusters
  Score: Raw -2171030.004509 + Penalty 3209.052355 = -2167820.952154
  nChanged 1061
		SP:Iteration 6F (52135.050000 sec): 3 clusters
  Score: Raw -2171731.206041 + Penalty 3209.052355 = -2168522.153685
  nChanged 1026
		SP:Iteration 7F (52135.330000 sec): 3 clusters
  Score: Raw -2172344.070603 + Penalty 3209.052355 = -2169135.018248
  nChanged 857
		SP:Iteration 8Q (52135.640000 sec): 3 clusters
  Score: Raw -2172775.918418 + Penalty 3209.052355 = -2169566.866062
  nChanged 643
		SP:Iteration 9Q (52135.900000 sec): 3 clusters
  Score: Raw -2173045.746586 + Penalty 3209.052355 = -2169836.694231
  nChanged 490
		SP:Iteration 10Q (52136.220000 sec): 3 clusters
  Score: Raw -2173214.772158 + Penalty 3209.052355 = -2170005.719803
  nChanged 374
		SP:Iteration 11Q (52136.480000 sec): 3 clusters
  Score: Raw -2173320.981062 + Penalty 3209.052355 = -2170111.928707
  nChanged 297
		SP:Iteration 12Q (52136.820000 sec): 3 clusters
  Score: Raw -2173405.136215 + Penalty 3209.052355 = -2170196.083860
  nChanged 259
		SP:Iteration 13Q (52137.080000 sec): 3 clusters
  Score: Raw -2173471.825844 + Penalty 3209.052355 = -2170262.773488
  nChanged 241
		SP:Iteration 14Q (52137.360000 sec): 3 clusters
  Score: Raw -2173536.021708 + Penalty 3209.052355 = -2170326.969353
  nChanged 253
		SP:Iteration 15Q (52137.630000 sec): 3 clusters
  Score: Raw -2173602.148401 + Penalty 3209.052355 = -2170393.096046
  nChanged 241
		SP:Iteration 16Q (52137.900000 sec): 3 clusters
  Score: Raw -2173664.046277 + Penalty 3209.052355 = -2170454.993921
  nChanged 221
		SP:Iteration 17Q (52138.240000 sec): 3 clusters
  Score: Raw -2173715.349026 + Penalty 3209.052355 = -2170506.296670
  nChanged 204
		SP:Iteration 18Q (52138.500000 sec): 3 clusters
  Score: Raw -2173760.931609 + Penalty 3209.052355 = -2170551.879253
  nChanged 193
		SP:Iteration 19Q (52138.790000 sec): 3 clusters
  Score: Raw -2173805.743618 + Penalty 3209.052355 = -2170596.691262
  nChanged 194
		SP:Iteration 20F (52139.070000 sec): 3 clusters
  Score: Raw -2173853.668196 + Penalty 3209.052355 = -2170644.615841
  nChanged 199
		SP:Iteration 21Q (52139.370000 sec): 3 clusters
  Score: Raw -2173905.649516 + Penalty 3209.052355 = -2170696.597161
  nChanged 193
		SP:Iteration 22Q (52139.620000 sec): 3 clusters
  Score: Raw -2173956.140089 + Penalty 3209.052355 = -2170747.087734
  nChanged 196
		SP:Iteration 23Q (52139.950000 sec): 3 clusters
  Score: Raw -2174010.845096 + Penalty 3209.052355 = -2170801.792741
  nChanged 203
		SP:Iteration 24Q (52140.180000 sec): 3 clusters
  Score: Raw -2174064.025454 + Penalty 3209.052355 = -2170854.973098
  nChanged 191
		SP:Iteration 25Q (52140.420000 sec): 3 clusters
  Score: Raw -2174113.648618 + Penalty 3209.052355 = -2170904.596263
  nChanged 183
		SP:Iteration 26Q (52140.730000 sec): 3 clusters
  Score: Raw -2174163.488105 + Penalty 3209.052355 = -2170954.435749
  nChanged 190
		SP:Iteration 27Q (52141.010000 sec): 3 clusters
  Score: Raw -2174218.581120 + Penalty 3209.052355 = -2171009.528765
  nChanged 191
		SP:Iteration 28Q (52141.260000 sec): 3 clusters
  Score: Raw -2174271.379185 + Penalty 3209.052355 = -2171062.326829
  nChanged 179
		SP:Iteration 29Q (52141.580000 sec): 3 clusters
  Score: Raw -2174328.035668 + Penalty 3209.052355 = -2171118.983313
  nChanged 197
		SP:Iteration 30Q (52141.910000 sec): 3 clusters
  Score: Raw -2174390.746627 + Penalty 3209.052355 = -2171181.694272
  nChanged 197
		SP:Iteration 31Q (52142.140000 sec): 3 clusters
  Score: Raw -2174447.708159 + Penalty 3209.052355 = -2171238.655804
  nChanged 184
		SP:Iteration 32Q (52142.420000 sec): 3 clusters
  Score: Raw -2174504.670390 + Penalty 3209.052355 = -2171295.618034
  nChanged 189
		SP:Iteration 33Q (52142.660000 sec): 3 clusters
  Score: Raw -2174560.846022 + Penalty 3209.052355 = -2171351.793666
  nChanged 171
		SP:Iteration 34Q (52142.940000 sec): 3 clusters
  Score: Raw -2174609.716244 + Penalty 3209.052355 = -2171400.663888
  nChanged 151
		SP:Iteration 35Q (52143.170000 sec): 3 clusters
  Score: Raw -2174647.133879 + Penalty 3209.052355 = -2171438.081524
  nChanged 142
		SP:Iteration 36Q (52143.390000 sec): 3 clusters
  Score: Raw -2174682.773724 + Penalty 3209.052355 = -2171473.721369
  nChanged 142
		SP:Iteration 37Q (52143.680000 sec): 3 clusters
  Score: Raw -2174721.179829 + Penalty 3209.052355 = -2171512.127473
  nChanged 156
		SP:Iteration 38Q (52144.020000 sec): 3 clusters
  Score: Raw -2174768.069132 + Penalty 3209.052355 = -2171559.016777
  nChanged 144
		SP:Iteration 39Q (52144.280000 sec): 3 clusters
  Score: Raw -2174816.698564 + Penalty 3209.052355 = -2171607.646208
  nChanged 163
		SP:Iteration 40F (52144.530000 sec): 3 clusters
  Score: Raw -2174875.679858 + Penalty 3209.052355 = -2171666.627502
  nChanged 135
		SP:Iteration 41Q (52144.840000 sec): 3 clusters
  Score: Raw -2174919.040562 + Penalty 3209.052355 = -2171709.988207
  nChanged 127
		SP:Iteration 42Q (52145.120000 sec): 3 clusters
  Score: Raw -2174960.956686 + Penalty 3209.052355 = -2171751.904331
  nChanged 127
		SP:Iteration 43Q (52145.350000 sec): 3 clusters
  Score: Raw -2175000.354907 + Penalty 3209.052355 = -2171791.302552
  nChanged 124
		SP:Iteration 44Q (52145.630000 sec): 3 clusters
  Score: Raw -2175038.330896 + Penalty 3209.052355 = -2171829.278540
  nChanged 126
		SP:Iteration 45Q (52145.930000 sec): 3 clusters
  Score: Raw -2175079.473476 + Penalty 3209.052355 = -2171870.421121
  nChanged 132
		SP:Iteration 46Q (52146.190000 sec): 3 clusters
  Score: Raw -2175127.036394 + Penalty 3209.052355 = -2171917.984038
  nChanged 139
		SP:Iteration 47Q (52146.430000 sec): 3 clusters
  Score: Raw -2175183.157289 + Penalty 3209.052355 = -2171974.104933
  nChanged 142
		SP:Iteration 48Q (52146.710000 sec): 3 clusters
  Score: Raw -2175242.004203 + Penalty 3209.052355 = -2172032.951848
  nChanged 123
		SP:Iteration 49Q (52146.960000 sec): 3 clusters
  Score: Raw -2175297.174819 + Penalty 3209.052355 = -2172088.122463
  nChanged 116
		SP:Iteration 50Q (52147.260000 sec): 3 clusters
  Score: Raw -2175344.316572 + Penalty 3209.052355 = -2172135.264216
  nChanged 115
		SP:Iteration 51Q (52147.540000 sec): 3 clusters
  Score: Raw -2175389.157923 + Penalty 3209.052355 = -2172180.105568
  nChanged 93
		SP:Iteration 52Q (52147.810000 sec): 3 clusters
  Score: Raw -2175429.322025 + Penalty 3209.052355 = -2172220.269669
  nChanged 88
		SP:Iteration 53Q (52148.080000 sec): 3 clusters
  Score: Raw -2175469.347213 + Penalty 3209.052355 = -2172260.294857
  nChanged 69
		SP:Iteration 54Q (52148.330000 sec): 3 clusters
  Score: Raw -2175493.497821 + Penalty 3209.052355 = -2172284.445466
  nChanged 46
		SP:Iteration 55Q (52148.610000 sec): 3 clusters
  Score: Raw -2175511.551320 + Penalty 3209.052355 = -2172302.498964
  nChanged 48
		SP:Iteration 56Q (52148.900000 sec): 3 clusters
  Score: Raw -2175531.985992 + Penalty 3209.052355 = -2172322.933637
  nChanged 41
		SP:Iteration 57Q (52149.180000 sec): 3 clusters
  Score: Raw -2175546.870167 + Penalty 3209.052355 = -2172337.817812
  nChanged 34
		SP:Iteration 58Q (52149.480000 sec): 3 clusters
  Score: Raw -2175559.803808 + Penalty 3209.052355 = -2172350.751453
  nChanged 32
		SP:Iteration 59Q (52149.750000 sec): 3 clusters
  Score: Raw -2175572.427273 + Penalty 3209.052355 = -2172363.374918
  nChanged 24
		SP:Iteration 60F (52150.020000 sec): 3 clusters
  Score: Raw -2175581.388381 + Penalty 3209.052355 = -2172372.336025
  nChanged 21
		SP:Iteration 61Q (52150.200000 sec): 3 clusters
  Score: Raw -2175589.110556 + Penalty 3209.052355 = -2172380.058201
  nChanged 20
		SP:Iteration 62Q (52150.440000 sec): 3 clusters
  Score: Raw -2175595.968584 + Penalty 3209.052355 = -2172386.916228
  nChanged 14
		SP:Iteration 63Q (52150.750000 sec): 3 clusters
  Score: Raw -2175601.067315 + Penalty 3209.052355 = -2172392.014959
  nChanged 10
		SP:Iteration 64Q (52150.960000 sec): 3 clusters
  Score: Raw -2175604.037259 + Penalty 3209.052355 = -2172394.984903
  nChanged 8
		SP:Iteration 65Q (52151.200000 sec): 3 clusters
  Score: Raw -2175606.416084 + Penalty 3209.052355 = -2172397.363729
  nChanged 7
		SP:Iteration 66Q (52151.440000 sec): 3 clusters
  Score: Raw -2175609.036633 + Penalty 3209.052355 = -2172399.984277
  nChanged 7
		SP:Iteration 67Q (52151.660000 sec): 3 clusters
  Score: Raw -2175610.775863 + Penalty 3209.052355 = -2172401.723507
  nChanged 5
		SP:Iteration 68Q (52151.910000 sec): 3 clusters
  Score: Raw -2175612.319533 + Penalty 3209.052355 = -2172403.267178
  nChanged 6
		SP:Iteration 69Q (52152.140000 sec): 3 clusters
  Score: Raw -2175614.239495 + Penalty 3209.052355 = -2172405.187140
  nChanged 6
		SP:Iteration 70Q (52152.360000 sec): 3 clusters
  Score: Raw -2175615.434779 + Penalty 3209.052355 = -2172406.382423
  nChanged 5
		SP:Iteration 71Q (52152.570000 sec): 3 clusters
  Score: Raw -2175617.326303 + Penalty 3209.052355 = -2172408.273948
  nChanged 6
		SP:Iteration 72Q (52152.830000 sec): 3 clusters
  Score: Raw -2175619.241371 + Penalty 3209.052355 = -2172410.189016
  nChanged 2
		SP:Iteration 73Q (52153.070000 sec): 3 clusters
  Score: Raw -2175619.774955 + Penalty 3209.052355 = -2172410.722600
  nChanged 2
		SP:Iteration 74Q (52153.360000 sec): 3 clusters
  Score: Raw -2175620.056545 + Penalty 3209.052355 = -2172411.004190
  nChanged 1
		SP:Iteration 75Q (52153.600000 sec): 3 clusters
  Score: Raw -2175620.117225 + Penalty 3209.052355 = -2172411.064870
  nChanged 1
		SP:Iteration 76Q (52153.880000 sec): 3 clusters
  Score: Raw -2175620.383639 + Penalty 3209.052355 = -2172411.331283
  nChanged 2
		SP:Iteration 77Q (52154.140000 sec): 3 clusters
  Score: Raw -2175620.800397 + Penalty 3209.052355 = -2172411.748041
  nChanged 2
		SP:Iteration 78Q (52154.380000 sec): 3 clusters
  Score: Raw -2175621.099150 + Penalty 3209.052355 = -2172412.046795
  nChanged 2
		SP:Iteration 79Q (52154.640000 sec): 3 clusters
  Score: Raw -2175621.467521 + Penalty 3209.052355 = -2172412.415166
  nChanged 3
		SP:Iteration 80F (52154.910000 sec): 3 clusters
  Score: Raw -2175622.389675 + Penalty 3209.052355 = -2172413.337320
  nChanged 4
		SP:Iteration 81Q (52155.160000 sec): 3 clusters
  Score: Raw -2175622.860907 + Penalty 3209.052355 = -2172413.808552
  nChanged 2
		SP:Iteration 82Q (52155.410000 sec): 3 clusters
  Score: Raw -2175623.257399 + Penalty 3209.052355 = -2172414.205043
  nChanged 1
		SP:Iteration 83Q (52155.650000 sec): 3 clusters
  Score: Raw -2175623.448290 + Penalty 3209.052355 = -2172414.395935
  nChanged 0
		SP:Iteration 84F (52155.900000 sec): 3 clusters
  Score: Raw -2175623.448290 + Penalty 3209.052355 = -2172414.395935
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52156.050000 sec): 2 clusters
  Score: Raw -25317.712624 + Penalty 883.687888 = -24434.024736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52156.200000 sec): 3 clusters
  Score: Raw -25405.402267 + Penalty 1767.375775 = -23638.026491
  nChanged 24
		SP:Iteration 1F (52156.390000 sec): 3 clusters
  Score: Raw -25500.123696 + Penalty 1767.375775 = -23732.747920
  nChanged 10
		SP:Iteration 2Q (52156.620000 sec): 3 clusters
  Score: Raw -25540.487561 + Penalty 1767.375775 = -23773.111785
  nChanged 4
		SP:Iteration 3Q (52156.780000 sec): 3 clusters
  Score: Raw -25572.192173 + Penalty 1767.375775 = -23804.816398
  nChanged 6
		SP:Iteration 4Q (52156.990000 sec): 3 clusters
  Score: Raw -25582.305319 + Penalty 1767.375775 = -23814.929544
  nChanged 2
		SP:Iteration 5Q (52157.150000 sec): 3 clusters
  Score: Raw -25587.706796 + Penalty 1767.375775 = -23820.331021
  nChanged 2
		SP:Iteration 6Q (52157.360000 sec): 3 clusters
  Score: Raw -25589.477975 + Penalty 1767.375775 = -23822.102199
  nChanged 0
		SP:Iteration 7F (52157.550000 sec): 3 clusters
  Score: Raw -25589.477975 + Penalty 1767.375775 = -23822.102199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52157.670000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52157.860000 sec): 3 clusters
  Score: Raw -15026.149619 + Penalty 1641.203202 = -13384.946416
  nChanged 17
		SP:Iteration 1F (52158.050000 sec): 3 clusters
  Score: Raw -15105.501458 + Penalty 1641.203202 = -13464.298256
  nChanged 6
		SP:Iteration 2Q (52158.240000 sec): 3 clusters
  Score: Raw -15138.281571 + Penalty 1641.203202 = -13497.078368
  nChanged 2
		SP:Iteration 3Q (52158.390000 sec): 3 clusters
  Score: Raw -15144.323588 + Penalty 1641.203202 = -13503.120386
  nChanged 0
		SP:Iteration 4F (52158.600000 sec): 3 clusters
  Score: Raw -15144.323588 + Penalty 1641.203202 = -13503.120386
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (18195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52158.790000 sec): 2 clusters
  Score: Raw -2238049.441199 + Penalty 1593.946593 = -2236455.494606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52159.100000 sec): 3 clusters
  Score: Raw -2227132.209652 + Penalty 3187.893186 = -2223944.316466
  nChanged 8277
		SP:Iteration 1F (52159.320000 sec): 3 clusters
  Score: Raw -2231751.487490 + Penalty 3187.893186 = -2228563.594304
  nChanged 965
		SP:Iteration 2F (52159.610000 sec): 3 clusters
  Score: Raw -2232109.397500 + Penalty 3187.893186 = -2228921.504314
  nChanged 827
		SP:Iteration 3Q (52159.910000 sec): 3 clusters
  Score: Raw -2232423.062674 + Penalty 3187.893186 = -2229235.169488
  nChanged 800
		SP:Iteration 4Q (52160.180000 sec): 3 clusters
  Score: Raw -2232764.880547 + Penalty 3187.893186 = -2229576.987362
  nChanged 875
		SP:Iteration 5Q (52160.440000 sec): 3 clusters
  Score: Raw -2233109.217291 + Penalty 3187.893186 = -2229921.324106
  nChanged 800
		SP:Iteration 6Q (52160.700000 sec): 3 clusters
  Score: Raw -2233418.979773 + Penalty 3187.893186 = -2230231.086587
  nChanged 750
		SP:Iteration 7Q (52160.980000 sec): 3 clusters
  Score: Raw -2233727.639102 + Penalty 3187.893186 = -2230539.745916
  nChanged 749
		SP:Iteration 8Q (52161.250000 sec): 3 clusters
  Score: Raw -2234061.880139 + Penalty 3187.893186 = -2230873.986953
  nChanged 781
		SP:Iteration 9Q (52161.510000 sec): 3 clusters
  Score: Raw -2234452.319238 + Penalty 3187.893186 = -2231264.426052
  nChanged 801
		SP:Iteration 10Q (52161.820000 sec): 3 clusters
  Score: Raw -2234888.853611 + Penalty 3187.893186 = -2231700.960425
  nChanged 780
		SP:Iteration 11Q (52162.120000 sec): 3 clusters
  Score: Raw -2235304.661145 + Penalty 3187.893186 = -2232116.767959
  nChanged 723
		SP:Iteration 12Q (52162.390000 sec): 3 clusters
  Score: Raw -2235721.731519 + Penalty 3187.893186 = -2232533.838333
  nChanged 703
		SP:Iteration 13Q (52162.640000 sec): 3 clusters
  Score: Raw -2236173.809753 + Penalty 3187.893186 = -2232985.916567
  nChanged 695
		SP:Iteration 14Q (52162.910000 sec): 3 clusters
  Score: Raw -2236629.844941 + Penalty 3187.893186 = -2233441.951755
  nChanged 601
		SP:Iteration 15Q (52163.160000 sec): 3 clusters
  Score: Raw -2237047.758484 + Penalty 3187.893186 = -2233859.865298
  nChanged 505
		SP:Iteration 16Q (52163.460000 sec): 3 clusters
  Score: Raw -2237402.585283 + Penalty 3187.893186 = -2234214.692098
  nChanged 413
		SP:Iteration 17Q (52163.740000 sec): 3 clusters
  Score: Raw -2237667.287543 + Penalty 3187.893186 = -2234479.394357
  nChanged 314
		SP:Iteration 18Q (52164.040000 sec): 3 clusters
  Score: Raw -2237851.748632 + Penalty 3187.893186 = -2234663.855446
  nChanged 240
		SP:Iteration 19Q (52164.320000 sec): 3 clusters
  Score: Raw -2237993.847833 + Penalty 3187.893186 = -2234805.954647
  nChanged 192
		SP:Iteration 20F (52164.580000 sec): 3 clusters
  Score: Raw -2238095.977901 + Penalty 3187.893186 = -2234908.084715
  nChanged 126
		SP:Iteration 21Q (52164.890000 sec): 3 clusters
  Score: Raw -2238161.253249 + Penalty 3187.893186 = -2234973.360063
  nChanged 97
		SP:Iteration 22Q (52165.150000 sec): 3 clusters
  Score: Raw -2238210.703684 + Penalty 3187.893186 = -2235022.810498
  nChanged 78
		SP:Iteration 23Q (52165.450000 sec): 3 clusters
  Score: Raw -2238246.775454 + Penalty 3187.893186 = -2235058.882268
  nChanged 55
		SP:Iteration 24Q (52165.680000 sec): 3 clusters
  Score: Raw -2238271.420961 + Penalty 3187.893186 = -2235083.527775
  nChanged 40
		SP:Iteration 25Q (52165.960000 sec): 3 clusters
  Score: Raw -2238292.592162 + Penalty 3187.893186 = -2235104.698977
  nChanged 41
		SP:Iteration 26Q (52166.260000 sec): 3 clusters
  Score: Raw -2238315.424050 + Penalty 3187.893186 = -2235127.530864
  nChanged 32
		SP:Iteration 27Q (52166.470000 sec): 3 clusters
  Score: Raw -2238330.476178 + Penalty 3187.893186 = -2235142.582992
  nChanged 29
		SP:Iteration 28Q (52166.720000 sec): 3 clusters
  Score: Raw -2238342.056981 + Penalty 3187.893186 = -2235154.163795
  nChanged 19
		SP:Iteration 29Q (52167.010000 sec): 3 clusters
  Score: Raw -2238349.617498 + Penalty 3187.893186 = -2235161.724313
  nChanged 12
		SP:Iteration 30Q (52167.240000 sec): 3 clusters
  Score: Raw -2238354.085068 + Penalty 3187.893186 = -2235166.191882
  nChanged 14
		SP:Iteration 31Q (52167.490000 sec): 3 clusters
  Score: Raw -2238359.892056 + Penalty 3187.893186 = -2235171.998870
  nChanged 7
		SP:Iteration 32Q (52167.780000 sec): 3 clusters
  Score: Raw -2238362.823296 + Penalty 3187.893186 = -2235174.930110
  nChanged 8
		SP:Iteration 33Q (52168.090000 sec): 3 clusters
  Score: Raw -2238365.585928 + Penalty 3187.893186 = -2235177.692742
  nChanged 10
		SP:Iteration 34Q (52168.310000 sec): 3 clusters
  Score: Raw -2238372.219764 + Penalty 3187.893186 = -2235184.326578
  nChanged 12
		SP:Iteration 35Q (52168.590000 sec): 3 clusters
  Score: Raw -2238377.515658 + Penalty 3187.893186 = -2235189.622472
  nChanged 14
		SP:Iteration 36Q (52168.880000 sec): 3 clusters
  Score: Raw -2238383.763615 + Penalty 3187.893186 = -2235195.870429
  nChanged 10
		SP:Iteration 37Q (52169.170000 sec): 3 clusters
  Score: Raw -2238388.144626 + Penalty 3187.893186 = -2235200.251440
  nChanged 9
		SP:Iteration 38Q (52169.440000 sec): 3 clusters
  Score: Raw -2238392.246083 + Penalty 3187.893186 = -2235204.352898
  nChanged 5
		SP:Iteration 39Q (52169.670000 sec): 3 clusters
  Score: Raw -2238393.811450 + Penalty 3187.893186 = -2235205.918264
  nChanged 3
		SP:Iteration 40F (52169.990000 sec): 3 clusters
  Score: Raw -2238394.950756 + Penalty 3187.893186 = -2235207.057571
  nChanged 4
		SP:Iteration 41Q (52170.230000 sec): 3 clusters
  Score: Raw -2238395.959833 + Penalty 3187.893186 = -2235208.066647
  nChanged 4
		SP:Iteration 42Q (52170.480000 sec): 3 clusters
  Score: Raw -2238397.555846 + Penalty 3187.893186 = -2235209.662660
  nChanged 0
		SP:Iteration 43F (52170.770000 sec): 3 clusters
  Score: Raw -2238397.555846 + Penalty 3187.893186 = -2235209.662660
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52170.850000 sec): 2 clusters
  Score: Raw -60553.953972 + Penalty 1025.951558 = -59528.002414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52171.030000 sec): 3 clusters
  Score: Raw -60500.337626 + Penalty 2051.903115 = -58448.434511
  nChanged 127
		SP:Iteration 1F (52171.240000 sec): 3 clusters
  Score: Raw -60655.388135 + Penalty 2051.903115 = -58603.485020
  nChanged 34
		SP:Iteration 2F (52171.450000 sec): 3 clusters
  Score: Raw -60698.058008 + Penalty 2051.903115 = -58646.154893
  nChanged 12
		SP:Iteration 3Q (52171.600000 sec): 3 clusters
  Score: Raw -60713.690080 + Penalty 2051.903115 = -58661.786965
  nChanged 9
		SP:Iteration 4Q (52171.790000 sec): 3 clusters
  Score: Raw -60736.882982 + Penalty 2051.903115 = -58684.979867
  nChanged 8
		SP:Iteration 5Q (52172.010000 sec): 3 clusters
  Score: Raw -60747.605057 + Penalty 2051.903115 = -58695.701942
  nChanged 4
		SP:Iteration 6Q (52172.210000 sec): 3 clusters
  Score: Raw -60751.573907 + Penalty 2051.903115 = -58699.670792
  nChanged 2
		SP:Iteration 7Q (52172.370000 sec): 3 clusters
  Score: Raw -60753.745593 + Penalty 2051.903115 = -58701.842478
  nChanged 1
		SP:Iteration 8Q (52172.580000 sec): 3 clusters
  Score: Raw -60754.444610 + Penalty 2051.903115 = -58702.541495
  nChanged 1
		SP:Iteration 9Q (52172.730000 sec): 3 clusters
  Score: Raw -60754.932640 + Penalty 2051.903115 = -58703.029525
  nChanged 2
		SP:Iteration 10Q (52172.870000 sec): 3 clusters
  Score: Raw -60756.366010 + Penalty 2051.903115 = -58704.462895
  nChanged 1
		SP:Iteration 11Q (52173.090000 sec): 3 clusters
  Score: Raw -60757.217845 + Penalty 2051.903115 = -58705.314730
  nChanged 0
		SP:Iteration 12F (52173.290000 sec): 3 clusters
  Score: Raw -60757.217845 + Penalty 2051.903115 = -58705.314730
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52173.400000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52173.570000 sec): 3 clusters
  Score: Raw -61027.313512 + Penalty 2026.820117 = -59000.493396
  nChanged 130
		SP:Iteration 1F (52173.720000 sec): 3 clusters
  Score: Raw -61204.721367 + Penalty 2026.820117 = -59177.901250
  nChanged 23
		SP:Iteration 2Q (52173.910000 sec): 3 clusters
  Score: Raw -61234.463332 + Penalty 2026.820117 = -59207.643215
  nChanged 8
		SP:Iteration 3Q (52174.100000 sec): 3 clusters
  Score: Raw -61244.926086 + Penalty 2026.820117 = -59218.105969
  nChanged 6
		SP:Iteration 4Q (52174.350000 sec): 3 clusters
  Score: Raw -61251.121434 + Penalty 2026.820117 = -59224.301317
  nChanged 5
		SP:Iteration 5Q (52174.520000 sec): 3 clusters
  Score: Raw -61260.758875 + Penalty 2026.820117 = -59233.938758
  nChanged 1
		SP:Iteration 6Q (52174.760000 sec): 3 clusters
  Score: Raw -61261.978307 + Penalty 2026.820117 = -59235.158190
  nChanged 2
		SP:Iteration 7Q (52174.990000 sec): 3 clusters
  Score: Raw -61265.146218 + Penalty 2026.820117 = -59238.326101
  nChanged 0
		SP:Iteration 8F (52175.130000 sec): 3 clusters
  Score: Raw -61265.146218 + Penalty 2026.820117 = -59238.326101
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52175.500000 sec): 2 clusters
  Score: Raw -4810547.848052 + Penalty 1719.983126 = -4808827.864927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52175.900000 sec): 3 clusters
  Score: Raw -4785882.310284 + Penalty 3439.966252 = -4782442.344033
  nChanged 18445
		SP:Iteration 1F (52176.330000 sec): 3 clusters
  Score: Raw -4796784.222749 + Penalty 3439.966252 = -4793344.256498
  nChanged 2010
		SP:Iteration 2F (52176.670000 sec): 3 clusters
  Score: Raw -4797715.072975 + Penalty 3439.966252 = -4794275.106723
  nChanged 2161
		SP:Iteration 3F (52177.030000 sec): 3 clusters
  Score: Raw -4798801.912924 + Penalty 3439.966252 = -4795361.946672
  nChanged 2330
		SP:Iteration 4F (52177.410000 sec): 3 clusters
  Score: Raw -4800247.587776 + Penalty 3439.966252 = -4796807.621524
  nChanged 2553
		SP:Iteration 5F (52177.760000 sec): 3 clusters
  Score: Raw -4801969.779665 + Penalty 3439.966252 = -4798529.813413
  nChanged 2526
		SP:Iteration 6F (52178.200000 sec): 3 clusters
  Score: Raw -4803702.991972 + Penalty 3439.966252 = -4800263.025720
  nChanged 2296
		SP:Iteration 7F (52178.550000 sec): 3 clusters
  Score: Raw -4805204.219668 + Penalty 3439.966252 = -4801764.253416
  nChanged 1858
		SP:Iteration 8Q (52178.920000 sec): 3 clusters
  Score: Raw -4806181.705731 + Penalty 3439.966252 = -4802741.739479
  nChanged 1283
		SP:Iteration 9Q (52179.330000 sec): 3 clusters
  Score: Raw -4806707.789643 + Penalty 3439.966252 = -4803267.823391
  nChanged 938
		SP:Iteration 10Q (52179.730000 sec): 3 clusters
  Score: Raw -4807044.122694 + Penalty 3439.966252 = -4803604.156443
  nChanged 750
		SP:Iteration 11Q (52180.120000 sec): 3 clusters
  Score: Raw -4807298.590493 + Penalty 3439.966252 = -4803858.624242
  nChanged 642
		SP:Iteration 12Q (52180.510000 sec): 3 clusters
  Score: Raw -4807520.425143 + Penalty 3439.966252 = -4804080.458891
  nChanged 640
		SP:Iteration 13Q (52180.850000 sec): 3 clusters
  Score: Raw -4807746.440290 + Penalty 3439.966252 = -4804306.474039
  nChanged 602
		SP:Iteration 14Q (52181.230000 sec): 3 clusters
  Score: Raw -4807970.329124 + Penalty 3439.966252 = -4804530.362872
  nChanged 559
		SP:Iteration 15Q (52181.560000 sec): 3 clusters
  Score: Raw -4808171.089138 + Penalty 3439.966252 = -4804731.122886
  nChanged 559
		SP:Iteration 16Q (52181.910000 sec): 3 clusters
  Score: Raw -4808375.844528 + Penalty 3439.966252 = -4804935.878276
  nChanged 543
		SP:Iteration 17Q (52182.300000 sec): 3 clusters
  Score: Raw -4808565.232390 + Penalty 3439.966252 = -4805125.266139
  nChanged 564
		SP:Iteration 18Q (52182.670000 sec): 3 clusters
  Score: Raw -4808753.752994 + Penalty 3439.966252 = -4805313.786742
  nChanged 494
		SP:Iteration 19Q (52183.070000 sec): 3 clusters
  Score: Raw -4808925.503741 + Penalty 3439.966252 = -4805485.537490
  nChanged 492
		SP:Iteration 20F (52183.460000 sec): 3 clusters
  Score: Raw -4809102.928828 + Penalty 3439.966252 = -4805662.962576
  nChanged 503
		SP:Iteration 21Q (52183.840000 sec): 3 clusters
  Score: Raw -4809289.409426 + Penalty 3439.966252 = -4805849.443174
  nChanged 489
		SP:Iteration 22Q (52184.260000 sec): 3 clusters
  Score: Raw -4809475.602475 + Penalty 3439.966252 = -4806035.636223
  nChanged 470
		SP:Iteration 23Q (52184.660000 sec): 3 clusters
  Score: Raw -4809659.226322 + Penalty 3439.966252 = -4806219.260071
  nChanged 471
		SP:Iteration 24Q (52185.040000 sec): 3 clusters
  Score: Raw -4809862.076663 + Penalty 3439.966252 = -4806422.110411
  nChanged 416
		SP:Iteration 25Q (52185.430000 sec): 3 clusters
  Score: Raw -4810038.187309 + Penalty 3439.966252 = -4806598.221058
  nChanged 415
		SP:Iteration 26Q (52185.800000 sec): 3 clusters
  Score: Raw -4810223.329507 + Penalty 3439.966252 = -4806783.363256
  nChanged 369
		SP:Iteration 27Q (52186.200000 sec): 3 clusters
  Score: Raw -4810389.140989 + Penalty 3439.966252 = -4806949.174737
  nChanged 333
		SP:Iteration 28Q (52186.540000 sec): 3 clusters
  Score: Raw -4810537.749583 + Penalty 3439.966252 = -4807097.783332
  nChanged 289
		SP:Iteration 29Q (52186.890000 sec): 3 clusters
  Score: Raw -4810660.969337 + Penalty 3439.966252 = -4807221.003086
  nChanged 241
		SP:Iteration 30Q (52187.200000 sec): 3 clusters
  Score: Raw -4810754.395514 + Penalty 3439.966252 = -4807314.429262
  nChanged 203
		SP:Iteration 31Q (52187.540000 sec): 3 clusters
  Score: Raw -4810837.376822 + Penalty 3439.966252 = -4807397.410570
  nChanged 196
		SP:Iteration 32Q (52187.900000 sec): 3 clusters
  Score: Raw -4810920.937142 + Penalty 3439.966252 = -4807480.970890
  nChanged 186
		SP:Iteration 33Q (52188.240000 sec): 3 clusters
  Score: Raw -4810987.670411 + Penalty 3439.966252 = -4807547.704160
  nChanged 159
		SP:Iteration 34Q (52188.560000 sec): 3 clusters
  Score: Raw -4811039.525554 + Penalty 3439.966252 = -4807599.559303
  nChanged 145
		SP:Iteration 35Q (52188.890000 sec): 3 clusters
  Score: Raw -4811082.184418 + Penalty 3439.966252 = -4807642.218166
  nChanged 142
		SP:Iteration 36Q (52189.280000 sec): 3 clusters
  Score: Raw -4811127.306344 + Penalty 3439.966252 = -4807687.340093
  nChanged 132
		SP:Iteration 37Q (52189.660000 sec): 3 clusters
  Score: Raw -4811166.157876 + Penalty 3439.966252 = -4807726.191624
  nChanged 103
		SP:Iteration 38Q (52190.040000 sec): 3 clusters
  Score: Raw -4811196.552732 + Penalty 3439.966252 = -4807756.586480
  nChanged 96
		SP:Iteration 39Q (52190.380000 sec): 3 clusters
  Score: Raw -4811224.314086 + Penalty 3439.966252 = -4807784.347835
  nChanged 79
		SP:Iteration 40F (52190.760000 sec): 3 clusters
  Score: Raw -4811243.342010 + Penalty 3439.966252 = -4807803.375758
  nChanged 62
		SP:Iteration 41Q (52191.150000 sec): 3 clusters
  Score: Raw -4811257.161213 + Penalty 3439.966252 = -4807817.194962
  nChanged 51
		SP:Iteration 42Q (52191.580000 sec): 3 clusters
  Score: Raw -4811268.560098 + Penalty 3439.966252 = -4807828.593846
  nChanged 44
		SP:Iteration 43Q (52191.920000 sec): 3 clusters
  Score: Raw -4811279.584718 + Penalty 3439.966252 = -4807839.618467
  nChanged 39
		SP:Iteration 44Q (52192.300000 sec): 3 clusters
  Score: Raw -4811287.319619 + Penalty 3439.966252 = -4807847.353367
  nChanged 39
		SP:Iteration 45Q (52192.660000 sec): 3 clusters
  Score: Raw -4811295.303900 + Penalty 3439.966252 = -4807855.337649
  nChanged 30
		SP:Iteration 46Q (52193.070000 sec): 3 clusters
  Score: Raw -4811300.643276 + Penalty 3439.966252 = -4807860.677025
  nChanged 22
		SP:Iteration 47Q (52193.420000 sec): 3 clusters
  Score: Raw -4811303.998648 + Penalty 3439.966252 = -4807864.032396
  nChanged 19
		SP:Iteration 48Q (52193.780000 sec): 3 clusters
  Score: Raw -4811306.659671 + Penalty 3439.966252 = -4807866.693419
  nChanged 11
		SP:Iteration 49Q (52194.130000 sec): 3 clusters
  Score: Raw -4811308.004749 + Penalty 3439.966252 = -4807868.038497
  nChanged 9
		SP:Iteration 50Q (52194.490000 sec): 3 clusters
  Score: Raw -4811308.940826 + Penalty 3439.966252 = -4807868.974574
  nChanged 10
		SP:Iteration 51Q (52194.830000 sec): 3 clusters
  Score: Raw -4811309.994971 + Penalty 3439.966252 = -4807870.028719
  nChanged 9
		SP:Iteration 52Q (52195.200000 sec): 3 clusters
  Score: Raw -4811311.181515 + Penalty 3439.966252 = -4807871.215263
  nChanged 10
		SP:Iteration 53Q (52195.540000 sec): 3 clusters
  Score: Raw -4811312.147799 + Penalty 3439.966252 = -4807872.181548
  nChanged 8
		SP:Iteration 54Q (52195.960000 sec): 3 clusters
  Score: Raw -4811313.275241 + Penalty 3439.966252 = -4807873.308989
  nChanged 8
		SP:Iteration 55Q (52196.360000 sec): 3 clusters
  Score: Raw -4811314.231571 + Penalty 3439.966252 = -4807874.265320
  nChanged 8
		SP:Iteration 56Q (52196.710000 sec): 3 clusters
  Score: Raw -4811315.203411 + Penalty 3439.966252 = -4807875.237160
  nChanged 11
		SP:Iteration 57Q (52197.090000 sec): 3 clusters
  Score: Raw -4811316.428821 + Penalty 3439.966252 = -4807876.462569
  nChanged 10
		SP:Iteration 58Q (52197.490000 sec): 3 clusters
  Score: Raw -4811317.452792 + Penalty 3439.966252 = -4807877.486540
  nChanged 11
		SP:Iteration 59Q (52197.880000 sec): 3 clusters
  Score: Raw -4811318.511618 + Penalty 3439.966252 = -4807878.545366
  nChanged 7
		SP:Iteration 60F (52198.220000 sec): 3 clusters
  Score: Raw -4811319.532108 + Penalty 3439.966252 = -4807879.565856
  nChanged 7
		SP:Iteration 61Q (52198.620000 sec): 3 clusters
  Score: Raw -4811320.554148 + Penalty 3439.966252 = -4807880.587896
  nChanged 9
		SP:Iteration 62Q (52198.990000 sec): 3 clusters
  Score: Raw -4811321.834869 + Penalty 3439.966252 = -4807881.868618
  nChanged 12
		SP:Iteration 63Q (52199.360000 sec): 3 clusters
  Score: Raw -4811323.711338 + Penalty 3439.966252 = -4807883.745087
  nChanged 6
		SP:Iteration 64Q (52199.630000 sec): 3 clusters
  Score: Raw -4811324.404091 + Penalty 3439.966252 = -4807884.437839
  nChanged 5
		SP:Iteration 65Q (52200.040000 sec): 3 clusters
  Score: Raw -4811325.308732 + Penalty 3439.966252 = -4807885.342480
  nChanged 8
		SP:Iteration 66Q (52200.350000 sec): 3 clusters
  Score: Raw -4811325.956331 + Penalty 3439.966252 = -4807885.990080
  nChanged 5
		SP:Iteration 67Q (52200.700000 sec): 3 clusters
  Score: Raw -4811326.515620 + Penalty 3439.966252 = -4807886.549368
  nChanged 4
		SP:Iteration 68Q (52201.090000 sec): 3 clusters
  Score: Raw -4811326.974639 + Penalty 3439.966252 = -4807887.008387
  nChanged 5
		SP:Iteration 69Q (52201.440000 sec): 3 clusters
  Score: Raw -4811327.648231 + Penalty 3439.966252 = -4807887.681980
  nChanged 10
		SP:Iteration 70Q (52201.760000 sec): 3 clusters
  Score: Raw -4811329.353642 + Penalty 3439.966252 = -4807889.387390
  nChanged 10
		SP:Iteration 71Q (52202.160000 sec): 3 clusters
  Score: Raw -4811331.354219 + Penalty 3439.966252 = -4807891.387967
  nChanged 9
		SP:Iteration 72Q (52202.520000 sec): 3 clusters
  Score: Raw -4811332.898248 + Penalty 3439.966252 = -4807892.931996
  nChanged 6
		SP:Iteration 73Q (52202.920000 sec): 3 clusters
  Score: Raw -4811334.295233 + Penalty 3439.966252 = -4807894.328982
  nChanged 10
		SP:Iteration 74Q (52203.300000 sec): 3 clusters
  Score: Raw -4811335.996968 + Penalty 3439.966252 = -4807896.030716
  nChanged 5
		SP:Iteration 75Q (52203.670000 sec): 3 clusters
  Score: Raw -4811336.821092 + Penalty 3439.966252 = -4807896.854841
  nChanged 4
		SP:Iteration 76Q (52204.030000 sec): 3 clusters
  Score: Raw -4811337.317939 + Penalty 3439.966252 = -4807897.351687
  nChanged 1
		SP:Iteration 77Q (52204.470000 sec): 3 clusters
  Score: Raw -4811337.409045 + Penalty 3439.966252 = -4807897.442793
  nChanged 0
		SP:Iteration 78F (52204.840000 sec): 3 clusters
  Score: Raw -4811337.409045 + Penalty 3439.966252 = -4807897.442793
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52204.970000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52205.200000 sec): 3 clusters
  Score: Raw -11321.601813 + Penalty 1547.706529 = -9773.895284
  nChanged 13
		SP:Iteration 1F (52205.390000 sec): 3 clusters
  Score: Raw -11376.715444 + Penalty 1547.706529 = -9829.008915
  nChanged 7
		SP:Iteration 2F (52205.580000 sec): 3 clusters
  Score: Raw -11430.763358 + Penalty 1547.706529 = -9883.056829
  nChanged 2
		SP:Iteration 3Q (52205.800000 sec): 3 clusters
  Score: Raw -11459.720364 + Penalty 1547.706529 = -9912.013836
  nChanged 0
		SP:Iteration 4F (52206.000000 sec): 3 clusters
  Score: Raw -11459.720364 + Penalty 1547.706529 = -9912.013836
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52206.150000 sec): 2 clusters
  Score: Raw -1651248.288764 + Penalty 1562.698339 = -1649685.590425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52206.400000 sec): 3 clusters
  Score: Raw -1642459.046299 + Penalty 3125.396677 = -1639333.649622
  nChanged 6735
		SP:Iteration 1F (52206.660000 sec): 3 clusters
  Score: Raw -1646107.087702 + Penalty 3125.396677 = -1642981.691025
  nChanged 916
		SP:Iteration 2F (52206.970000 sec): 3 clusters
  Score: Raw -1646537.492012 + Penalty 3125.396677 = -1643412.095334
  nChanged 850
		SP:Iteration 3F (52207.170000 sec): 3 clusters
  Score: Raw -1646968.246639 + Penalty 3125.396677 = -1643842.849962
  nChanged 884
		SP:Iteration 4F (52207.520000 sec): 3 clusters
  Score: Raw -1647455.751600 + Penalty 3125.396677 = -1644330.354923
  nChanged 854
		SP:Iteration 5F (52207.800000 sec): 3 clusters
  Score: Raw -1647951.213677 + Penalty 3125.396677 = -1644825.817000
  nChanged 831
		SP:Iteration 6F (52208.040000 sec): 3 clusters
  Score: Raw -1648449.121106 + Penalty 3125.396677 = -1645323.724429
  nChanged 793
		SP:Iteration 7F (52208.330000 sec): 3 clusters
  Score: Raw -1648897.788015 + Penalty 3125.396677 = -1645772.391338
  nChanged 700
		SP:Iteration 8Q (52208.590000 sec): 3 clusters
  Score: Raw -1649296.468534 + Penalty 3125.396677 = -1646171.071857
  nChanged 624
		SP:Iteration 9Q (52208.830000 sec): 3 clusters
  Score: Raw -1649679.644825 + Penalty 3125.396677 = -1646554.248148
  nChanged 519
		SP:Iteration 10Q (52209.070000 sec): 3 clusters
  Score: Raw -1650007.859771 + Penalty 3125.396677 = -1646882.463093
  nChanged 463
		SP:Iteration 11Q (52209.330000 sec): 3 clusters
  Score: Raw -1650318.980640 + Penalty 3125.396677 = -1647193.583963
  nChanged 440
		SP:Iteration 12Q (52209.630000 sec): 3 clusters
  Score: Raw -1650601.776362 + Penalty 3125.396677 = -1647476.379685
  nChanged 354
		SP:Iteration 13Q (52209.860000 sec): 3 clusters
  Score: Raw -1650818.296927 + Penalty 3125.396677 = -1647692.900250
  nChanged 328
		SP:Iteration 14Q (52210.120000 sec): 3 clusters
  Score: Raw -1651032.036845 + Penalty 3125.396677 = -1647906.640168
  nChanged 294
		SP:Iteration 15Q (52210.350000 sec): 3 clusters
  Score: Raw -1651222.249608 + Penalty 3125.396677 = -1648096.852931
  nChanged 225
		SP:Iteration 16Q (52210.570000 sec): 3 clusters
  Score: Raw -1651356.631194 + Penalty 3125.396677 = -1648231.234517
  nChanged 178
		SP:Iteration 17Q (52210.810000 sec): 3 clusters
  Score: Raw -1651461.139824 + Penalty 3125.396677 = -1648335.743147
  nChanged 135
		SP:Iteration 18Q (52211.080000 sec): 3 clusters
  Score: Raw -1651543.596093 + Penalty 3125.396677 = -1648418.199416
  nChanged 105
		SP:Iteration 19Q (52211.280000 sec): 3 clusters
  Score: Raw -1651609.086827 + Penalty 3125.396677 = -1648483.690150
  nChanged 75
		SP:Iteration 20F (52211.520000 sec): 3 clusters
  Score: Raw -1651646.484169 + Penalty 3125.396677 = -1648521.087492
  nChanged 62
		SP:Iteration 21Q (52211.760000 sec): 3 clusters
  Score: Raw -1651680.270003 + Penalty 3125.396677 = -1648554.873326
  nChanged 49
		SP:Iteration 22Q (52212.030000 sec): 3 clusters
  Score: Raw -1651705.743446 + Penalty 3125.396677 = -1648580.346769
  nChanged 33
		SP:Iteration 23Q (52212.280000 sec): 3 clusters
  Score: Raw -1651721.487693 + Penalty 3125.396677 = -1648596.091016
  nChanged 30
		SP:Iteration 24Q (52212.520000 sec): 3 clusters
  Score: Raw -1651736.368914 + Penalty 3125.396677 = -1648610.972237
  nChanged 24
		SP:Iteration 25Q (52212.810000 sec): 3 clusters
  Score: Raw -1651745.856525 + Penalty 3125.396677 = -1648620.459848
  nChanged 21
		SP:Iteration 26Q (52213.030000 sec): 3 clusters
  Score: Raw -1651755.799848 + Penalty 3125.396677 = -1648630.403171
  nChanged 17
		SP:Iteration 27Q (52213.290000 sec): 3 clusters
  Score: Raw -1651762.556406 + Penalty 3125.396677 = -1648637.159729
  nChanged 14
		SP:Iteration 28Q (52213.550000 sec): 3 clusters
  Score: Raw -1651768.073371 + Penalty 3125.396677 = -1648642.676694
  nChanged 11
		SP:Iteration 29Q (52213.780000 sec): 3 clusters
  Score: Raw -1651770.885007 + Penalty 3125.396677 = -1648645.488330
  nChanged 3
		SP:Iteration 30Q (52214.080000 sec): 3 clusters
  Score: Raw -1651771.576052 + Penalty 3125.396677 = -1648646.179375
  nChanged 3
		SP:Iteration 31Q (52214.340000 sec): 3 clusters
  Score: Raw -1651772.557236 + Penalty 3125.396677 = -1648647.160559
  nChanged 5
		SP:Iteration 32Q (52214.560000 sec): 3 clusters
  Score: Raw -1651774.343932 + Penalty 3125.396677 = -1648648.947255
  nChanged 3
		SP:Iteration 33Q (52214.820000 sec): 3 clusters
  Score: Raw -1651775.396567 + Penalty 3125.396677 = -1648649.999890
  nChanged 5
		SP:Iteration 34Q (52215.070000 sec): 3 clusters
  Score: Raw -1651777.099776 + Penalty 3125.396677 = -1648651.703099
  nChanged 5
		SP:Iteration 35Q (52215.330000 sec): 3 clusters
  Score: Raw -1651778.603596 + Penalty 3125.396677 = -1648653.206919
  nChanged 3
		SP:Iteration 36Q (52215.570000 sec): 3 clusters
  Score: Raw -1651779.658419 + Penalty 3125.396677 = -1648654.261742
  nChanged 0
		SP:Iteration 37F (52215.870000 sec): 3 clusters
  Score: Raw -1651779.658419 + Penalty 3125.396677 = -1648654.261742
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52215.990000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52216.130000 sec): 3 clusters
  Score: Raw -68811.025092 + Penalty 2068.543996 = -66742.481096
  nChanged 140
		SP:Iteration 1F (52216.330000 sec): 3 clusters
  Score: Raw -69068.021077 + Penalty 2068.543996 = -66999.477081
  nChanged 47
		SP:Iteration 2F (52216.490000 sec): 3 clusters
  Score: Raw -69255.214940 + Penalty 2068.543996 = -67186.670944
  nChanged 28
		SP:Iteration 3Q (52216.630000 sec): 3 clusters
  Score: Raw -69305.455500 + Penalty 2068.543996 = -67236.911504
  nChanged 24
		SP:Iteration 4Q (52216.790000 sec): 3 clusters
  Score: Raw -69359.157969 + Penalty 2068.543996 = -67290.613973
  nChanged 21
		SP:Iteration 5Q (52216.940000 sec): 3 clusters
  Score: Raw -69412.208137 + Penalty 2068.543996 = -67343.664141
  nChanged 22
		SP:Iteration 6Q (52217.090000 sec): 3 clusters
  Score: Raw -69441.955204 + Penalty 2068.543996 = -67373.411208
  nChanged 14
		SP:Iteration 7Q (52217.270000 sec): 3 clusters
  Score: Raw -69465.145382 + Penalty 2068.543996 = -67396.601386
  nChanged 13
		SP:Iteration 8Q (52217.460000 sec): 3 clusters
  Score: Raw -69486.135719 + Penalty 2068.543996 = -67417.591723
  nChanged 10
		SP:Iteration 9Q (52217.660000 sec): 3 clusters
  Score: Raw -69498.595897 + Penalty 2068.543996 = -67430.051901
  nChanged 5
		SP:Iteration 10Q (52217.840000 sec): 3 clusters
  Score: Raw -69507.075138 + Penalty 2068.543996 = -67438.531142
  nChanged 8
		SP:Iteration 11Q (52218.050000 sec): 3 clusters
  Score: Raw -69524.384771 + Penalty 2068.543996 = -67455.840775
  nChanged 6
		SP:Iteration 12Q (52218.230000 sec): 3 clusters
  Score: Raw -69538.655564 + Penalty 2068.543996 = -67470.111568
  nChanged 6
		SP:Iteration 13Q (52218.480000 sec): 3 clusters
  Score: Raw -69549.915515 + Penalty 2068.543996 = -67481.371519
  nChanged 7
		SP:Iteration 14Q (52218.630000 sec): 3 clusters
  Score: Raw -69563.458491 + Penalty 2068.543996 = -67494.914495
  nChanged 5
		SP:Iteration 15Q (52218.800000 sec): 3 clusters
  Score: Raw -69573.432692 + Penalty 2068.543996 = -67504.888696
  nChanged 5
		SP:Iteration 16Q (52219.000000 sec): 3 clusters
  Score: Raw -69580.541981 + Penalty 2068.543996 = -67511.997985
  nChanged 5
		SP:Iteration 17Q (52219.260000 sec): 3 clusters
  Score: Raw -69587.825709 + Penalty 2068.543996 = -67519.281713
  nChanged 3
		SP:Iteration 18Q (52219.420000 sec): 3 clusters
  Score: Raw -69596.388303 + Penalty 2068.543996 = -67527.844307
  nChanged 5
		SP:Iteration 19Q (52219.620000 sec): 3 clusters
  Score: Raw -69613.543565 + Penalty 2068.543996 = -67544.999569
  nChanged 6
		SP:Iteration 20F (52219.820000 sec): 3 clusters
  Score: Raw -69624.059391 + Penalty 2068.543996 = -67555.515395
  nChanged 2
		SP:Iteration 21Q (52219.990000 sec): 3 clusters
  Score: Raw -69627.531343 + Penalty 2068.543996 = -67558.987347
  nChanged 1
		SP:Iteration 22Q (52220.200000 sec): 3 clusters
  Score: Raw -69630.272989 + Penalty 2068.543996 = -67561.728993
  nChanged 2
		SP:Iteration 23Q (52220.390000 sec): 3 clusters
  Score: Raw -69634.056892 + Penalty 2068.543996 = -67565.512896
  nChanged 1
		SP:Iteration 24Q (52220.640000 sec): 3 clusters
  Score: Raw -69635.453430 + Penalty 2068.543996 = -67566.909434
  nChanged 1
		SP:Iteration 25Q (52220.820000 sec): 3 clusters
  Score: Raw -69638.799595 + Penalty 2068.543996 = -67570.255599
  nChanged 1
		SP:Iteration 26Q (52221.040000 sec): 3 clusters
  Score: Raw -69641.020850 + Penalty 2068.543996 = -67572.476854
  nChanged 0
		SP:Iteration 27F (52221.190000 sec): 3 clusters
  Score: Raw -69641.020850 + Penalty 2068.543996 = -67572.476854
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 59 (5480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52221.350000 sec): 2 clusters
  Score: Raw -639702.254467 + Penalty 1398.939812 = -638303.314655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52221.520000 sec): 3 clusters
  Score: Raw -636842.857013 + Penalty 2797.879623 = -634044.977389
  nChanged 2221
		SP:Iteration 1F (52221.720000 sec): 3 clusters
  Score: Raw -638062.256012 + Penalty 2797.879623 = -635264.376389
  nChanged 367
		SP:Iteration 2F (52221.920000 sec): 3 clusters
  Score: Raw -638269.959309 + Penalty 2797.879623 = -635472.079685
  nChanged 305
		SP:Iteration 3F (52222.090000 sec): 3 clusters
  Score: Raw -638462.585016 + Penalty 2797.879623 = -635664.705392
  nChanged 320
		SP:Iteration 4F (52222.340000 sec): 3 clusters
  Score: Raw -638659.255436 + Penalty 2797.879623 = -635861.375812
  nChanged 276
		SP:Iteration 5F (52222.550000 sec): 3 clusters
  Score: Raw -638819.529603 + Penalty 2797.879623 = -636021.649979
  nChanged 227
		SP:Iteration 6Q (52222.760000 sec): 3 clusters
  Score: Raw -638966.384740 + Penalty 2797.879623 = -636168.505117
  nChanged 218
		SP:Iteration 7Q (52222.940000 sec): 3 clusters
  Score: Raw -639087.721055 + Penalty 2797.879623 = -636289.841431
  nChanged 168
		SP:Iteration 8Q (52223.110000 sec): 3 clusters
  Score: Raw -639164.546159 + Penalty 2797.879623 = -636366.666535
  nChanged 161
		SP:Iteration 9Q (52223.310000 sec): 3 clusters
  Score: Raw -639240.011807 + Penalty 2797.879623 = -636442.132184
  nChanged 141
		SP:Iteration 10Q (52223.520000 sec): 3 clusters
  Score: Raw -639306.017276 + Penalty 2797.879623 = -636508.137653
  nChanged 138
		SP:Iteration 11Q (52223.690000 sec): 3 clusters
  Score: Raw -639377.614243 + Penalty 2797.879623 = -636579.734620
  nChanged 145
		SP:Iteration 12Q (52223.950000 sec): 3 clusters
  Score: Raw -639468.405124 + Penalty 2797.879623 = -636670.525500
  nChanged 149
		SP:Iteration 13Q (52224.160000 sec): 3 clusters
  Score: Raw -639565.921531 + Penalty 2797.879623 = -636768.041907
  nChanged 147
		SP:Iteration 14Q (52224.360000 sec): 3 clusters
  Score: Raw -639653.560891 + Penalty 2797.879623 = -636855.681268
  nChanged 121
		SP:Iteration 15Q (52224.560000 sec): 3 clusters
  Score: Raw -639722.201884 + Penalty 2797.879623 = -636924.322261
  nChanged 89
		SP:Iteration 16Q (52224.740000 sec): 3 clusters
  Score: Raw -639772.047524 + Penalty 2797.879623 = -636974.167901
  nChanged 73
		SP:Iteration 17Q (52224.920000 sec): 3 clusters
  Score: Raw -639810.542324 + Penalty 2797.879623 = -637012.662701
  nChanged 62
		SP:Iteration 18Q (52225.100000 sec): 3 clusters
  Score: Raw -639844.278861 + Penalty 2797.879623 = -637046.399237
  nChanged 52
		SP:Iteration 19Q (52225.280000 sec): 3 clusters
  Score: Raw -639869.556125 + Penalty 2797.879623 = -637071.676501
  nChanged 50
		SP:Iteration 20F (52225.500000 sec): 3 clusters
  Score: Raw -639895.590879 + Penalty 2797.879623 = -637097.711256
  nChanged 32
		SP:Iteration 21Q (52225.700000 sec): 3 clusters
  Score: Raw -639917.023308 + Penalty 2797.879623 = -637119.143685
  nChanged 42
		SP:Iteration 22Q (52225.960000 sec): 3 clusters
  Score: Raw -639940.226013 + Penalty 2797.879623 = -637142.346389
  nChanged 33
		SP:Iteration 23Q (52226.140000 sec): 3 clusters
  Score: Raw -639966.154923 + Penalty 2797.879623 = -637168.275299
  nChanged 43
		SP:Iteration 24Q (52226.340000 sec): 3 clusters
  Score: Raw -640012.693109 + Penalty 2797.879623 = -637214.813486
  nChanged 46
		SP:Iteration 25Q (52226.520000 sec): 3 clusters
  Score: Raw -640061.569705 + Penalty 2797.879623 = -637263.690082
  nChanged 45
		SP:Iteration 26Q (52226.730000 sec): 3 clusters
  Score: Raw -640093.169289 + Penalty 2797.879623 = -637295.289665
  nChanged 34
		SP:Iteration 27Q (52226.950000 sec): 3 clusters
  Score: Raw -640124.535552 + Penalty 2797.879623 = -637326.655929
  nChanged 36
		SP:Iteration 28Q (52227.120000 sec): 3 clusters
  Score: Raw -640151.498092 + Penalty 2797.879623 = -637353.618469
  nChanged 25
		SP:Iteration 29Q (52227.310000 sec): 3 clusters
  Score: Raw -640163.534033 + Penalty 2797.879623 = -637365.654409
  nChanged 16
		SP:Iteration 30Q (52227.510000 sec): 3 clusters
  Score: Raw -640173.533557 + Penalty 2797.879623 = -637375.653934
  nChanged 16
		SP:Iteration 31Q (52227.700000 sec): 3 clusters
  Score: Raw -640181.901140 + Penalty 2797.879623 = -637384.021516
  nChanged 8
		SP:Iteration 32Q (52227.910000 sec): 3 clusters
  Score: Raw -640187.768800 + Penalty 2797.879623 = -637389.889177
  nChanged 8
		SP:Iteration 33Q (52228.150000 sec): 3 clusters
  Score: Raw -640192.412439 + Penalty 2797.879623 = -637394.532816
  nChanged 7
		SP:Iteration 34Q (52228.320000 sec): 3 clusters
  Score: Raw -640195.258455 + Penalty 2797.879623 = -637397.378831
  nChanged 5
		SP:Iteration 35Q (52228.490000 sec): 3 clusters
  Score: Raw -640197.801029 + Penalty 2797.879623 = -637399.921406
  nChanged 4
		SP:Iteration 36Q (52228.690000 sec): 3 clusters
  Score: Raw -640199.113489 + Penalty 2797.879623 = -637401.233865
  nChanged 3
		SP:Iteration 37Q (52228.880000 sec): 3 clusters
  Score: Raw -640201.139359 + Penalty 2797.879623 = -637403.259736
  nChanged 7
		SP:Iteration 38Q (52229.100000 sec): 3 clusters
  Score: Raw -640206.633128 + Penalty 2797.879623 = -637408.753504
  nChanged 9
		SP:Iteration 39Q (52229.280000 sec): 3 clusters
  Score: Raw -640211.663345 + Penalty 2797.879623 = -637413.783721
  nChanged 8
		SP:Iteration 40F (52229.480000 sec): 3 clusters
  Score: Raw -640216.538108 + Penalty 2797.879623 = -637418.658485
  nChanged 4
		SP:Iteration 41Q (52229.730000 sec): 3 clusters
  Score: Raw -640219.015356 + Penalty 2797.879623 = -637421.135733
  nChanged 6
		SP:Iteration 42Q (52229.930000 sec): 3 clusters
  Score: Raw -640222.858085 + Penalty 2797.879623 = -637424.978461
  nChanged 3
		SP:Iteration 43Q (52230.140000 sec): 3 clusters
  Score: Raw -640224.531974 + Penalty 2797.879623 = -637426.652350
  nChanged 4
		SP:Iteration 44Q (52230.300000 sec): 3 clusters
  Score: Raw -640226.820317 + Penalty 2797.879623 = -637428.940693
  nChanged 3
		SP:Iteration 45Q (52230.530000 sec): 3 clusters
  Score: Raw -640228.441658 + Penalty 2797.879623 = -637430.562034
  nChanged 2
		SP:Iteration 46Q (52230.770000 sec): 3 clusters
  Score: Raw -640229.493045 + Penalty 2797.879623 = -637431.613421
  nChanged 2
		SP:Iteration 47Q (52230.970000 sec): 3 clusters
  Score: Raw -640230.032302 + Penalty 2797.879623 = -637432.152678
  nChanged 1
		SP:Iteration 48Q (52231.250000 sec): 3 clusters
  Score: Raw -640230.349610 + Penalty 2797.879623 = -637432.469987
  nChanged 0
		SP:Iteration 49F (52231.450000 sec): 3 clusters
  Score: Raw -640230.349610 + Penalty 2797.879623 = -637432.469987
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (4133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52231.600000 sec): 2 clusters
  Score: Raw -460073.494975 + Penalty 1353.098307 = -458720.396668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52231.790000 sec): 3 clusters
  Score: Raw -458015.346845 + Penalty 2706.196615 = -455309.150230
  nChanged 1658
		SP:Iteration 1F (52231.930000 sec): 3 clusters
  Score: Raw -459026.784046 + Penalty 2706.196615 = -456320.587431
  nChanged 385
		SP:Iteration 2F (52232.110000 sec): 3 clusters
  Score: Raw -459379.107913 + Penalty 2706.196615 = -456672.911298
  nChanged 333
		SP:Iteration 3F (52232.260000 sec): 3 clusters
  Score: Raw -459717.938308 + Penalty 2706.196615 = -457011.741693
  nChanged 323
		SP:Iteration 4F (52232.470000 sec): 3 clusters
  Score: Raw -460067.318426 + Penalty 2706.196615 = -457361.121811
  nChanged 296
		SP:Iteration 5F (52232.660000 sec): 3 clusters
  Score: Raw -460393.523375 + Penalty 2706.196615 = -457687.326760
  nChanged 221
		SP:Iteration 6F (52232.830000 sec): 3 clusters
  Score: Raw -460602.605607 + Penalty 2706.196615 = -457896.408992
  nChanged 154
		SP:Iteration 7Q (52232.990000 sec): 3 clusters
  Score: Raw -460712.259225 + Penalty 2706.196615 = -458006.062610
  nChanged 113
		SP:Iteration 8Q (52233.150000 sec): 3 clusters
  Score: Raw -460785.554678 + Penalty 2706.196615 = -458079.358063
  nChanged 81
		SP:Iteration 9Q (52233.410000 sec): 3 clusters
  Score: Raw -460823.983095 + Penalty 2706.196615 = -458117.786480
  nChanged 35
		SP:Iteration 10Q (52233.570000 sec): 3 clusters
  Score: Raw -460837.179193 + Penalty 2706.196615 = -458130.982579
  nChanged 22
		SP:Iteration 11Q (52233.790000 sec): 3 clusters
  Score: Raw -460846.386481 + Penalty 2706.196615 = -458140.189866
  nChanged 19
		SP:Iteration 12Q (52234.030000 sec): 3 clusters
  Score: Raw -460852.764266 + Penalty 2706.196615 = -458146.567651
  nChanged 9
		SP:Iteration 13Q (52234.220000 sec): 3 clusters
  Score: Raw -460858.483627 + Penalty 2706.196615 = -458152.287013
  nChanged 16
		SP:Iteration 14Q (52234.450000 sec): 3 clusters
  Score: Raw -460867.140992 + Penalty 2706.196615 = -458160.944377
  nChanged 20
		SP:Iteration 15Q (52234.650000 sec): 3 clusters
  Score: Raw -460875.595881 + Penalty 2706.196615 = -458169.399267
  nChanged 16
		SP:Iteration 16Q (52234.840000 sec): 3 clusters
  Score: Raw -460882.705713 + Penalty 2706.196615 = -458176.509098
  nChanged 16
		SP:Iteration 17Q (52235.060000 sec): 3 clusters
  Score: Raw -460890.534914 + Penalty 2706.196615 = -458184.338299
  nChanged 18
		SP:Iteration 18Q (52235.270000 sec): 3 clusters
  Score: Raw -460898.783414 + Penalty 2706.196615 = -458192.586799
  nChanged 17
		SP:Iteration 19Q (52235.490000 sec): 3 clusters
  Score: Raw -460905.183496 + Penalty 2706.196615 = -458198.986881
  nChanged 7
		SP:Iteration 20F (52235.640000 sec): 3 clusters
  Score: Raw -460907.685738 + Penalty 2706.196615 = -458201.489123
  nChanged 14
		SP:Iteration 21Q (52235.840000 sec): 3 clusters
  Score: Raw -460911.426107 + Penalty 2706.196615 = -458205.229492
  nChanged 11
		SP:Iteration 22Q (52236.030000 sec): 3 clusters
  Score: Raw -460915.364151 + Penalty 2706.196615 = -458209.167536
  nChanged 10
		SP:Iteration 23Q (52236.230000 sec): 3 clusters
  Score: Raw -460920.091389 + Penalty 2706.196615 = -458213.894774
  nChanged 8
		SP:Iteration 24Q (52236.480000 sec): 3 clusters
  Score: Raw -460922.429302 + Penalty 2706.196615 = -458216.232687
  nChanged 5
		SP:Iteration 25Q (52236.650000 sec): 3 clusters
  Score: Raw -460923.492210 + Penalty 2706.196615 = -458217.295595
  nChanged 2
		SP:Iteration 26Q (52236.850000 sec): 3 clusters
  Score: Raw -460924.046483 + Penalty 2706.196615 = -458217.849868
  nChanged 3
		SP:Iteration 27Q (52237.070000 sec): 3 clusters
  Score: Raw -460924.580278 + Penalty 2706.196615 = -458218.383663
  nChanged 3
		SP:Iteration 28Q (52237.270000 sec): 3 clusters
  Score: Raw -460925.783261 + Penalty 2706.196615 = -458219.586647
  nChanged 3
		SP:Iteration 29Q (52237.500000 sec): 3 clusters
  Score: Raw -460926.750670 + Penalty 2706.196615 = -458220.554056
  nChanged 2
		SP:Iteration 30Q (52237.730000 sec): 3 clusters
  Score: Raw -460927.294158 + Penalty 2706.196615 = -458221.097543
  nChanged 1
		SP:Iteration 31Q (52237.850000 sec): 3 clusters
  Score: Raw -460927.517652 + Penalty 2706.196615 = -458221.321038
  nChanged 1
		SP:Iteration 32Q (52238.070000 sec): 3 clusters
  Score: Raw -460927.622771 + Penalty 2706.196615 = -458221.426156
  nChanged 0
		SP:Iteration 33F (52238.290000 sec): 3 clusters
  Score: Raw -460927.622771 + Penalty 2706.196615 = -458221.426156
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (102244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52238.920000 sec): 2 clusters
  Score: Raw -11588952.744994 + Penalty 1874.456576 = -11587078.288418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52239.650000 sec): 3 clusters
  Score: Raw -11522179.228849 + Penalty 3748.913153 = -11518430.315697
  nChanged 49064
		SP:Iteration 1F (52240.340000 sec): 3 clusters
  Score: Raw -11551504.648127 + Penalty 3748.913153 = -11547755.734975
  nChanged 4350
		SP:Iteration 2Q (52241.220000 sec): 3 clusters
  Score: Raw -11553012.908422 + Penalty 3748.913153 = -11549263.995269
  nChanged 4892
		SP:Iteration 3Q (52241.860000 sec): 3 clusters
  Score: Raw -11555013.673011 + Penalty 3748.913153 = -11551264.759859
  nChanged 5593
		SP:Iteration 4F (52242.530000 sec): 3 clusters
  Score: Raw -11557761.907917 + Penalty 3748.913153 = -11554012.994764
  nChanged 6169
		SP:Iteration 5F (52243.110000 sec): 3 clusters
  Score: Raw -11561387.329139 + Penalty 3748.913153 = -11557638.415986
  nChanged 6620
		SP:Iteration 6F (52243.710000 sec): 3 clusters
  Score: Raw -11566078.915441 + Penalty 3748.913153 = -11562330.002288
  nChanged 6747
		SP:Iteration 7F (52244.370000 sec): 3 clusters
  Score: Raw -11571467.541016 + Penalty 3748.913153 = -11567718.627863
  nChanged 5995
		SP:Iteration 8F (52245.050000 sec): 3 clusters
  Score: Raw -11576558.258091 + Penalty 3748.913153 = -11572809.344938
  nChanged 4660
		SP:Iteration 9Q (52245.680000 sec): 3 clusters
  Score: Raw -11580462.094284 + Penalty 3748.913153 = -11576713.181131
  nChanged 3375
		SP:Iteration 10Q (52246.320000 sec): 3 clusters
  Score: Raw -11583131.980803 + Penalty 3748.913153 = -11579383.067650
  nChanged 2379
		SP:Iteration 11Q (52246.880000 sec): 3 clusters
  Score: Raw -11584836.059865 + Penalty 3748.913153 = -11581087.146713
  nChanged 1850
		SP:Iteration 12Q (52247.440000 sec): 3 clusters
  Score: Raw -11586125.562123 + Penalty 3748.913153 = -11582376.648971
  nChanged 1392
		SP:Iteration 13Q (52248.030000 sec): 3 clusters
  Score: Raw -11587030.687712 + Penalty 3748.913153 = -11583281.774559
  nChanged 1048
		SP:Iteration 14Q (52248.610000 sec): 3 clusters
  Score: Raw -11587659.451849 + Penalty 3748.913153 = -11583910.538697
  nChanged 826
		SP:Iteration 15Q (52249.210000 sec): 3 clusters
  Score: Raw -11588105.783226 + Penalty 3748.913153 = -11584356.870073
  nChanged 651
		SP:Iteration 16Q (52249.800000 sec): 3 clusters
  Score: Raw -11588445.109725 + Penalty 3748.913153 = -11584696.196573
  nChanged 543
		SP:Iteration 17Q (52250.380000 sec): 3 clusters
  Score: Raw -11588712.018045 + Penalty 3748.913153 = -11584963.104893
  nChanged 436
		SP:Iteration 18Q (52250.950000 sec): 3 clusters
  Score: Raw -11588927.743877 + Penalty 3748.913153 = -11585178.830724
  nChanged 387
		SP:Iteration 19Q (52251.530000 sec): 3 clusters
  Score: Raw -11589109.344370 + Penalty 3748.913153 = -11585360.431217
  nChanged 300
		SP:Iteration 20F (52252.170000 sec): 3 clusters
  Score: Raw -11589262.274388 + Penalty 3748.913153 = -11585513.361236
  nChanged 253
		SP:Iteration 21Q (52252.740000 sec): 3 clusters
  Score: Raw -11589384.576832 + Penalty 3748.913153 = -11585635.663680
  nChanged 217
		SP:Iteration 22Q (52253.290000 sec): 3 clusters
  Score: Raw -11589484.363604 + Penalty 3748.913153 = -11585735.450452
  nChanged 186
		SP:Iteration 23Q (52253.890000 sec): 3 clusters
  Score: Raw -11589566.946820 + Penalty 3748.913153 = -11585818.033668
  nChanged 147
		SP:Iteration 24Q (52254.470000 sec): 3 clusters
  Score: Raw -11589626.785859 + Penalty 3748.913153 = -11585877.872707
  nChanged 128
		SP:Iteration 25Q (52255.050000 sec): 3 clusters
  Score: Raw -11589678.453139 + Penalty 3748.913153 = -11585929.539987
  nChanged 99
		SP:Iteration 26Q (52255.580000 sec): 3 clusters
  Score: Raw -11589718.424151 + Penalty 3748.913153 = -11585969.510999
  nChanged 96
		SP:Iteration 27Q (52256.170000 sec): 3 clusters
  Score: Raw -11589750.658108 + Penalty 3748.913153 = -11586001.744955
  nChanged 75
		SP:Iteration 28Q (52256.750000 sec): 3 clusters
  Score: Raw -11589772.636924 + Penalty 3748.913153 = -11586023.723772
  nChanged 52
		SP:Iteration 29Q (52257.310000 sec): 3 clusters
  Score: Raw -11589788.256882 + Penalty 3748.913153 = -11586039.343729
  nChanged 40
		SP:Iteration 30Q (52257.820000 sec): 3 clusters
  Score: Raw -11589800.986122 + Penalty 3748.913153 = -11586052.072970
  nChanged 33
		SP:Iteration 31Q (52258.380000 sec): 3 clusters
  Score: Raw -11589809.960386 + Penalty 3748.913153 = -11586061.047233
  nChanged 36
		SP:Iteration 32Q (52258.940000 sec): 3 clusters
  Score: Raw -11589817.260196 + Penalty 3748.913153 = -11586068.347044
  nChanged 22
		SP:Iteration 33Q (52259.500000 sec): 3 clusters
  Score: Raw -11589821.185961 + Penalty 3748.913153 = -11586072.272808
  nChanged 13
		SP:Iteration 34Q (52260.060000 sec): 3 clusters
  Score: Raw -11589823.838362 + Penalty 3748.913153 = -11586074.925209
  nChanged 14
		SP:Iteration 35Q (52260.650000 sec): 3 clusters
  Score: Raw -11589827.283092 + Penalty 3748.913153 = -11586078.369939
  nChanged 16
		SP:Iteration 36Q (52261.170000 sec): 3 clusters
  Score: Raw -11589830.552791 + Penalty 3748.913153 = -11586081.639638
  nChanged 15
		SP:Iteration 37Q (52261.690000 sec): 3 clusters
  Score: Raw -11589834.531337 + Penalty 3748.913153 = -11586085.618185
  nChanged 17
		SP:Iteration 38Q (52262.220000 sec): 3 clusters
  Score: Raw -11589837.560076 + Penalty 3748.913153 = -11586088.646924
  nChanged 16
		SP:Iteration 39Q (52262.840000 sec): 3 clusters
  Score: Raw -11589841.241898 + Penalty 3748.913153 = -11586092.328745
  nChanged 15
		SP:Iteration 40F (52263.460000 sec): 3 clusters
  Score: Raw -11589843.374573 + Penalty 3748.913153 = -11586094.461421
  nChanged 14
		SP:Iteration 41Q (52264.040000 sec): 3 clusters
  Score: Raw -11589845.966002 + Penalty 3748.913153 = -11586097.052849
  nChanged 11
		SP:Iteration 42Q (52264.590000 sec): 3 clusters
  Score: Raw -11589848.036126 + Penalty 3748.913153 = -11586099.122973
  nChanged 10
		SP:Iteration 43Q (52265.160000 sec): 3 clusters
  Score: Raw -11589849.817564 + Penalty 3748.913153 = -11586100.904411
  nChanged 12
		SP:Iteration 44Q (52265.750000 sec): 3 clusters
  Score: Raw -11589852.849531 + Penalty 3748.913153 = -11586103.936379
  nChanged 15
		SP:Iteration 45Q (52266.350000 sec): 3 clusters
  Score: Raw -11589855.517629 + Penalty 3748.913153 = -11586106.604476
  nChanged 15
		SP:Iteration 46Q (52266.940000 sec): 3 clusters
  Score: Raw -11589858.589740 + Penalty 3748.913153 = -11586109.676588
  nChanged 11
		SP:Iteration 47Q (52267.530000 sec): 3 clusters
  Score: Raw -11589860.933041 + Penalty 3748.913153 = -11586112.019889
  nChanged 14
		SP:Iteration 48Q (52268.100000 sec): 3 clusters
  Score: Raw -11589863.924741 + Penalty 3748.913153 = -11586115.011588
  nChanged 16
		SP:Iteration 49Q (52268.580000 sec): 3 clusters
  Score: Raw -11589867.267693 + Penalty 3748.913153 = -11586118.354540
  nChanged 18
		SP:Iteration 50Q (52269.130000 sec): 3 clusters
  Score: Raw -11589871.001744 + Penalty 3748.913153 = -11586122.088591
  nChanged 18
		SP:Iteration 51Q (52269.700000 sec): 3 clusters
  Score: Raw -11589875.307194 + Penalty 3748.913153 = -11586126.394042
  nChanged 11
		SP:Iteration 52Q (52270.260000 sec): 3 clusters
  Score: Raw -11589876.929732 + Penalty 3748.913153 = -11586128.016580
  nChanged 8
		SP:Iteration 53Q (52270.800000 sec): 3 clusters
  Score: Raw -11589878.294755 + Penalty 3748.913153 = -11586129.381602
  nChanged 4
		SP:Iteration 54Q (52271.380000 sec): 3 clusters
  Score: Raw -11589878.957719 + Penalty 3748.913153 = -11586130.044567
  nChanged 1
		SP:Iteration 55Q (52271.920000 sec): 3 clusters
  Score: Raw -11589879.137607 + Penalty 3748.913153 = -11586130.224454
  nChanged 6
		SP:Iteration 56Q (52272.500000 sec): 3 clusters
  Score: Raw -11589879.917252 + Penalty 3748.913153 = -11586131.004099
  nChanged 3
		SP:Iteration 57Q (52273.020000 sec): 3 clusters
  Score: Raw -11589880.390332 + Penalty 3748.913153 = -11586131.477180
  nChanged 2
		SP:Iteration 58Q (52273.620000 sec): 3 clusters
  Score: Raw -11589880.618442 + Penalty 3748.913153 = -11586131.705290
  nChanged 3
		SP:Iteration 59Q (52274.210000 sec): 3 clusters
  Score: Raw -11589881.161825 + Penalty 3748.913153 = -11586132.248672
  nChanged 3
		SP:Iteration 60F (52274.840000 sec): 3 clusters
  Score: Raw -11589882.037468 + Penalty 3748.913153 = -11586133.124316
  nChanged 1
		SP:Iteration 61Q (52275.400000 sec): 3 clusters
  Score: Raw -11589882.563532 + Penalty 3748.913153 = -11586133.650379
  nChanged 5
		SP:Iteration 62Q (52275.960000 sec): 3 clusters
  Score: Raw -11589883.391854 + Penalty 3748.913153 = -11586134.478702
  nChanged 9
		SP:Iteration 63Q (52276.580000 sec): 3 clusters
  Score: Raw -11589884.895879 + Penalty 3748.913153 = -11586135.982727
  nChanged 9
		SP:Iteration 64Q (52277.150000 sec): 3 clusters
  Score: Raw -11589886.284916 + Penalty 3748.913153 = -11586137.371764
  nChanged 7
		SP:Iteration 65Q (52277.680000 sec): 3 clusters
  Score: Raw -11589887.410058 + Penalty 3748.913153 = -11586138.496905
  nChanged 7
		SP:Iteration 66Q (52278.250000 sec): 3 clusters
  Score: Raw -11589888.384522 + Penalty 3748.913153 = -11586139.471369
  nChanged 5
		SP:Iteration 67Q (52278.830000 sec): 3 clusters
  Score: Raw -11589889.404561 + Penalty 3748.913153 = -11586140.491408
  nChanged 8
		SP:Iteration 68Q (52279.410000 sec): 3 clusters
  Score: Raw -11589890.662550 + Penalty 3748.913153 = -11586141.749397
  nChanged 7
		SP:Iteration 69Q (52280.050000 sec): 3 clusters
  Score: Raw -11589891.999620 + Penalty 3748.913153 = -11586143.086467
  nChanged 8
		SP:Iteration 70Q (52280.630000 sec): 3 clusters
  Score: Raw -11589893.276021 + Penalty 3748.913153 = -11586144.362869
  nChanged 6
		SP:Iteration 71Q (52281.240000 sec): 3 clusters
  Score: Raw -11589894.526420 + Penalty 3748.913153 = -11586145.613267
  nChanged 7
		SP:Iteration 72Q (52281.850000 sec): 3 clusters
  Score: Raw -11589896.417384 + Penalty 3748.913153 = -11586147.504231
  nChanged 11
		SP:Iteration 73Q (52282.480000 sec): 3 clusters
  Score: Raw -11589899.049409 + Penalty 3748.913153 = -11586150.136257
  nChanged 8
		SP:Iteration 74Q (52283.060000 sec): 3 clusters
  Score: Raw -11589900.623589 + Penalty 3748.913153 = -11586151.710437
  nChanged 8
		SP:Iteration 75Q (52283.610000 sec): 3 clusters
  Score: Raw -11589902.251712 + Penalty 3748.913153 = -11586153.338559
  nChanged 13
		SP:Iteration 76Q (52284.280000 sec): 3 clusters
  Score: Raw -11589904.754279 + Penalty 3748.913153 = -11586155.841127
  nChanged 17
		SP:Iteration 77Q (52284.830000 sec): 3 clusters
  Score: Raw -11589908.396195 + Penalty 3748.913153 = -11586159.483042
  nChanged 18
		SP:Iteration 78Q (52285.410000 sec): 3 clusters
  Score: Raw -11589912.542038 + Penalty 3748.913153 = -11586163.628885
  nChanged 19
		SP:Iteration 79Q (52286.050000 sec): 3 clusters
  Score: Raw -11589916.895586 + Penalty 3748.913153 = -11586167.982434
  nChanged 23
		SP:Iteration 80F (52286.670000 sec): 3 clusters
  Score: Raw -11589923.026924 + Penalty 3748.913153 = -11586174.113772
  nChanged 16
		SP:Iteration 81Q (52287.190000 sec): 3 clusters
  Score: Raw -11589926.748762 + Penalty 3748.913153 = -11586177.835610
  nChanged 11
		SP:Iteration 82Q (52287.740000 sec): 3 clusters
  Score: Raw -11589928.888794 + Penalty 3748.913153 = -11586179.975641
  nChanged 7
		SP:Iteration 83Q (52288.300000 sec): 3 clusters
  Score: Raw -11589929.948305 + Penalty 3748.913153 = -11586181.035152
  nChanged 6
		SP:Iteration 84Q (52288.900000 sec): 3 clusters
  Score: Raw -11589930.939940 + Penalty 3748.913153 = -11586182.026788
  nChanged 7
		SP:Iteration 85Q (52289.470000 sec): 3 clusters
  Score: Raw -11589932.407480 + Penalty 3748.913153 = -11586183.494327
  nChanged 5
		SP:Iteration 86Q (52290.030000 sec): 3 clusters
  Score: Raw -11589932.994380 + Penalty 3748.913153 = -11586184.081228
  nChanged 2
		SP:Iteration 87Q (52290.540000 sec): 3 clusters
  Score: Raw -11589933.336330 + Penalty 3748.913153 = -11586184.423178
  nChanged 5
		SP:Iteration 88Q (52291.110000 sec): 3 clusters
  Score: Raw -11589934.194331 + Penalty 3748.913153 = -11586185.281179
  nChanged 3
		SP:Iteration 89Q (52291.730000 sec): 3 clusters
  Score: Raw -11589934.530285 + Penalty 3748.913153 = -11586185.617132
  nChanged 1
		SP:Iteration 90Q (52292.320000 sec): 3 clusters
  Score: Raw -11589934.608451 + Penalty 3748.913153 = -11586185.695298
  nChanged 0
		SP:Iteration 91F (52293.000000 sec): 3 clusters
  Score: Raw -11589934.608451 + Penalty 3748.913153 = -11586185.695298
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52293.160000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52293.310000 sec): 3 clusters
  Score: Raw -50928.133588 + Penalty 1987.664941 = -48940.468648
  nChanged 97
		SP:Iteration 1F (52293.550000 sec): 3 clusters
  Score: Raw -51077.856146 + Penalty 1987.664941 = -49090.191205
  nChanged 19
		SP:Iteration 2Q (52293.710000 sec): 3 clusters
  Score: Raw -51112.335692 + Penalty 1987.664941 = -49124.670751
  nChanged 9
		SP:Iteration 3Q (52293.890000 sec): 3 clusters
  Score: Raw -51129.817730 + Penalty 1987.664941 = -49142.152789
  nChanged 6
		SP:Iteration 4Q (52294.080000 sec): 3 clusters
  Score: Raw -51144.423970 + Penalty 1987.664941 = -49156.759029
  nChanged 4
		SP:Iteration 5Q (52294.270000 sec): 3 clusters
  Score: Raw -51150.962449 + Penalty 1987.664941 = -49163.297509
  nChanged 1
		SP:Iteration 6Q (52294.480000 sec): 3 clusters
  Score: Raw -51155.753207 + Penalty 1987.664941 = -49168.088266
  nChanged 2
		SP:Iteration 7Q (52294.660000 sec): 3 clusters
  Score: Raw -51160.989714 + Penalty 1987.664941 = -49173.324774
  nChanged 0
		SP:Iteration 8F (52294.840000 sec): 3 clusters
  Score: Raw -51160.989714 + Penalty 1987.664941 = -49173.324774
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 63 (95 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52294.930000 sec): 2 clusters
  Score: Raw -9296.110153 + Penalty 740.004995 = -8556.105158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52295.120000 sec): 3 clusters
  Score: Raw -9562.298161 + Penalty 1480.009990 = -8082.288172
  nChanged 7
		SP:Iteration 1F (52295.300000 sec): 3 clusters
  Score: Raw -9592.979710 + Penalty 1480.009990 = -8112.969721
  nChanged 2
		SP:Iteration 2Q (52295.480000 sec): 3 clusters
  Score: Raw -9601.002698 + Penalty 1480.009990 = -8120.992708
  nChanged 1
		SP:Iteration 3Q (52295.650000 sec): 3 clusters
  Score: Raw -9603.871226 + Penalty 1480.009990 = -8123.861236
  nChanged 1
		SP:Iteration 4Q (52295.840000 sec): 3 clusters
  Score: Raw -9609.087969 + Penalty 1480.009990 = -8129.077979
  nChanged 2
		SP:Iteration 5Q (52296.020000 sec): 3 clusters
  Score: Raw -9620.323887 + Penalty 1480.009990 = -8140.313897
  nChanged 3
		SP:Iteration 6Q (52296.210000 sec): 3 clusters
  Score: Raw -9633.499305 + Penalty 1480.009990 = -8153.489315
  nChanged 1
		SP:Iteration 7Q (52296.370000 sec): 3 clusters
  Score: Raw -9636.864688 + Penalty 1480.009990 = -8156.854698
  nChanged 1
		SP:Iteration 8Q (52296.580000 sec): 3 clusters
  Score: Raw -9656.227704 + Penalty 1480.009990 = -8176.217715
  nChanged 1
		SP:Iteration 9Q (52296.710000 sec): 3 clusters
  Score: Raw -9663.130353 + Penalty 1480.009990 = -8183.120363
  nChanged 0
		SP:Iteration 10F (52296.890000 sec): 3 clusters
  Score: Raw -9663.130353 + Penalty 1480.009990 = -8183.120363
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 64 (28513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52297.080000 sec): 2 clusters
  Score: Raw -3292393.283978 + Penalty 1666.943753 = -3290726.340226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52297.370000 sec): 3 clusters
  Score: Raw -3274966.345445 + Penalty 3333.887506 = -3271632.457939
  nChanged 12982
		SP:Iteration 1F (52297.690000 sec): 3 clusters
  Score: Raw -3282300.115148 + Penalty 3333.887506 = -3278966.227642
  nChanged 1494
		SP:Iteration 2F (52297.990000 sec): 3 clusters
  Score: Raw -3282948.719310 + Penalty 3333.887506 = -3279614.831804
  nChanged 1651
		SP:Iteration 3F (52298.310000 sec): 3 clusters
  Score: Raw -3283834.424376 + Penalty 3333.887506 = -3280500.536870
  nChanged 1913
		SP:Iteration 4F (52298.600000 sec): 3 clusters
  Score: Raw -3285046.159829 + Penalty 3333.887506 = -3281712.272324
  nChanged 2026
		SP:Iteration 5F (52298.900000 sec): 3 clusters
  Score: Raw -3286564.775565 + Penalty 3333.887506 = -3283230.888059
  nChanged 2035
		SP:Iteration 6F (52299.170000 sec): 3 clusters
  Score: Raw -3288292.744771 + Penalty 3333.887506 = -3284958.857265
  nChanged 1810
		SP:Iteration 7F (52299.470000 sec): 3 clusters
  Score: Raw -3289929.281027 + Penalty 3333.887506 = -3286595.393521
  nChanged 1272
		SP:Iteration 8Q (52299.790000 sec): 3 clusters
  Score: Raw -3291114.194674 + Penalty 3333.887506 = -3287780.307169
  nChanged 773
		SP:Iteration 9Q (52300.060000 sec): 3 clusters
  Score: Raw -3291806.468677 + Penalty 3333.887506 = -3288472.581171
  nChanged 413
		SP:Iteration 10Q (52300.370000 sec): 3 clusters
  Score: Raw -3292194.087571 + Penalty 3333.887506 = -3288860.200065
  nChanged 202
		SP:Iteration 11Q (52300.650000 sec): 3 clusters
  Score: Raw -3292381.216950 + Penalty 3333.887506 = -3289047.329444
  nChanged 115
		SP:Iteration 12Q (52300.920000 sec): 3 clusters
  Score: Raw -3292489.524965 + Penalty 3333.887506 = -3289155.637459
  nChanged 61
		SP:Iteration 13Q (52301.210000 sec): 3 clusters
  Score: Raw -3292542.287020 + Penalty 3333.887506 = -3289208.399515
  nChanged 42
		SP:Iteration 14Q (52301.490000 sec): 3 clusters
  Score: Raw -3292591.250235 + Penalty 3333.887506 = -3289257.362730
  nChanged 32
		SP:Iteration 15Q (52301.770000 sec): 3 clusters
  Score: Raw -3292632.873977 + Penalty 3333.887506 = -3289298.986472
  nChanged 21
		SP:Iteration 16Q (52302.030000 sec): 3 clusters
  Score: Raw -3292650.825652 + Penalty 3333.887506 = -3289316.938146
  nChanged 10
		SP:Iteration 17Q (52302.330000 sec): 3 clusters
  Score: Raw -3292658.865005 + Penalty 3333.887506 = -3289324.977499
  nChanged 8
		SP:Iteration 18Q (52302.530000 sec): 3 clusters
  Score: Raw -3292665.740854 + Penalty 3333.887506 = -3289331.853349
  nChanged 6
		SP:Iteration 19Q (52302.830000 sec): 3 clusters
  Score: Raw -3292672.138505 + Penalty 3333.887506 = -3289338.250999
  nChanged 7
		SP:Iteration 20F (52303.110000 sec): 3 clusters
  Score: Raw -3292675.778634 + Penalty 3333.887506 = -3289341.891128
  nChanged 2
		SP:Iteration 21Q (52303.390000 sec): 3 clusters
  Score: Raw -3292678.071020 + Penalty 3333.887506 = -3289344.183514
  nChanged 1
		SP:Iteration 22Q (52303.680000 sec): 3 clusters
  Score: Raw -3292680.141107 + Penalty 3333.887506 = -3289346.253601
  nChanged 5
		SP:Iteration 23Q (52303.950000 sec): 3 clusters
  Score: Raw -3292683.458884 + Penalty 3333.887506 = -3289349.571378
  nChanged 3
		SP:Iteration 24Q (52304.210000 sec): 3 clusters
  Score: Raw -3292686.544553 + Penalty 3333.887506 = -3289352.657047
  nChanged 3
		SP:Iteration 25Q (52304.510000 sec): 3 clusters
  Score: Raw -3292688.445196 + Penalty 3333.887506 = -3289354.557690
  nChanged 1
		SP:Iteration 26Q (52304.790000 sec): 3 clusters
  Score: Raw -3292688.707355 + Penalty 3333.887506 = -3289354.819849
  nChanged 1
		SP:Iteration 27Q (52305.060000 sec): 3 clusters
  Score: Raw -3292689.230814 + Penalty 3333.887506 = -3289355.343308
  nChanged 0
		SP:Iteration 28F (52305.350000 sec): 3 clusters
  Score: Raw -3292689.230814 + Penalty 3333.887506 = -3289355.343308
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 65 (357912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52306.920000 sec): 2 clusters
  Score: Raw -42755756.456578 + Penalty 2078.056894 = -42753678.399683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52308.530000 sec): 3 clusters
  Score: Raw -42516109.179703 + Penalty 4156.113788 = -42511953.065915
  nChanged 174751
		SP:Iteration 1F (52310.080000 sec): 3 clusters
  Score: Raw -42621873.082171 + Penalty 4156.113788 = -42617716.968383
  nChanged 10687
		SP:Iteration 2Q (52311.670000 sec): 3 clusters
  Score: Raw -42624817.018235 + Penalty 4156.113788 = -42620660.904447
  nChanged 12609
		SP:Iteration 3Q (52313.360000 sec): 3 clusters
  Score: Raw -42629115.747392 + Penalty 4156.113788 = -42624959.633604
  nChanged 14984
		SP:Iteration 4Q (52315.100000 sec): 3 clusters
  Score: Raw -42635363.137527 + Penalty 4156.113788 = -42631207.023739
  nChanged 17257
		SP:Iteration 5Q (52316.750000 sec): 3 clusters
  Score: Raw -42643951.940340 + Penalty 4156.113788 = -42639795.826552
  nChanged 18970
		SP:Iteration 6F (52318.320000 sec): 3 clusters
  Score: Raw -42654779.362105 + Penalty 4156.113788 = -42650623.248317
  nChanged 20355
		SP:Iteration 7F (52319.800000 sec): 3 clusters
  Score: Raw -42668283.503232 + Penalty 4156.113788 = -42664127.389444
  nChanged 21802
		SP:Iteration 8F (52321.380000 sec): 3 clusters
  Score: Raw -42684075.735770 + Penalty 4156.113788 = -42679919.621982
  nChanged 22898
		SP:Iteration 9F (52323.060000 sec): 3 clusters
  Score: Raw -42700944.346818 + Penalty 4156.113788 = -42696788.233030
  nChanged 22069
		SP:Iteration 10F (52325.000000 sec): 3 clusters
  Score: Raw -42717114.838986 + Penalty 4156.113788 = -42712958.725198
  nChanged 19298
		SP:Iteration 11F (52327.090000 sec): 3 clusters
  Score: Raw -42730890.897589 + Penalty 4156.113788 = -42726734.783801
  nChanged 14799
		SP:Iteration 12Q (52328.830000 sec): 3 clusters
  Score: Raw -42741133.341675 + Penalty 4156.113788 = -42736977.227887
  nChanged 10022
		SP:Iteration 13Q (52330.690000 sec): 3 clusters
  Score: Raw -42747830.176386 + Penalty 4156.113788 = -42743674.062598
  nChanged 6110
		SP:Iteration 14Q (52332.220000 sec): 3 clusters
  Score: Raw -42751715.313051 + Penalty 4156.113788 = -42747559.199263
  nChanged 3422
		SP:Iteration 15Q (52333.670000 sec): 3 clusters
  Score: Raw -42753833.103608 + Penalty 4156.113788 = -42749676.989820
  nChanged 1821
		SP:Iteration 16Q (52335.080000 sec): 3 clusters
  Score: Raw -42754944.805625 + Penalty 4156.113788 = -42750788.691837
  nChanged 992
		SP:Iteration 17Q (52336.950000 sec): 3 clusters
  Score: Raw -42755548.819312 + Penalty 4156.113788 = -42751392.705524
  nChanged 574
		SP:Iteration 18Q (52338.750000 sec): 3 clusters
  Score: Raw -42755878.762298 + Penalty 4156.113788 = -42751722.648510
  nChanged 342
		SP:Iteration 19Q (52340.330000 sec): 3 clusters
  Score: Raw -42756067.849934 + Penalty 4156.113788 = -42751911.736146
  nChanged 211
		SP:Iteration 20F (52341.990000 sec): 3 clusters
  Score: Raw -42756156.640437 + Penalty 4156.113788 = -42752000.526649
  nChanged 150
		SP:Iteration 21Q (52343.580000 sec): 3 clusters
  Score: Raw -42756224.159663 + Penalty 4156.113788 = -42752068.045875
  nChanged 115
		SP:Iteration 22Q (52345.170000 sec): 3 clusters
  Score: Raw -42756277.301487 + Penalty 4156.113788 = -42752121.187699
  nChanged 103
		SP:Iteration 23Q (52346.600000 sec): 3 clusters
  Score: Raw -42756315.251440 + Penalty 4156.113788 = -42752159.137652
  nChanged 81
		SP:Iteration 24Q (52347.960000 sec): 3 clusters
  Score: Raw -42756345.952814 + Penalty 4156.113788 = -42752189.839026
  nChanged 64
		SP:Iteration 25Q (52349.400000 sec): 3 clusters
  Score: Raw -42756369.856585 + Penalty 4156.113788 = -42752213.742797
  nChanged 55
		SP:Iteration 26Q (52350.880000 sec): 3 clusters
  Score: Raw -42756386.688241 + Penalty 4156.113788 = -42752230.574453
  nChanged 37
		SP:Iteration 27Q (52352.240000 sec): 3 clusters
  Score: Raw -42756398.011845 + Penalty 4156.113788 = -42752241.898057
  nChanged 42
		SP:Iteration 28Q (52353.580000 sec): 3 clusters
  Score: Raw -42756412.330969 + Penalty 4156.113788 = -42752256.217181
  nChanged 50
		SP:Iteration 29Q (52355.000000 sec): 3 clusters
  Score: Raw -42756426.706444 + Penalty 4156.113788 = -42752270.592656
  nChanged 28
		SP:Iteration 30Q (52356.580000 sec): 3 clusters
  Score: Raw -42756434.082582 + Penalty 4156.113788 = -42752277.968794
  nChanged 27
		SP:Iteration 31Q (52357.960000 sec): 3 clusters
  Score: Raw -42756441.544714 + Penalty 4156.113788 = -42752285.430926
  nChanged 19
		SP:Iteration 32Q (52359.300000 sec): 3 clusters
  Score: Raw -42756446.639606 + Penalty 4156.113788 = -42752290.525818
  nChanged 16
		SP:Iteration 33Q (52360.660000 sec): 3 clusters
  Score: Raw -42756450.880574 + Penalty 4156.113788 = -42752294.766786
  nChanged 13
		SP:Iteration 34Q (52362.240000 sec): 3 clusters
  Score: Raw -42756453.690236 + Penalty 4156.113788 = -42752297.576448
  nChanged 12
		SP:Iteration 35Q (52363.820000 sec): 3 clusters
  Score: Raw -42756456.409944 + Penalty 4156.113788 = -42752300.296156
  nChanged 8
		SP:Iteration 36Q (52365.080000 sec): 3 clusters
  Score: Raw -42756458.127273 + Penalty 4156.113788 = -42752302.013485
  nChanged 8
		SP:Iteration 37Q (52366.410000 sec): 3 clusters
  Score: Raw -42756459.882295 + Penalty 4156.113788 = -42752303.768507
  nChanged 5
		SP:Iteration 38Q (52367.900000 sec): 3 clusters
  Score: Raw -42756461.014113 + Penalty 4156.113788 = -42752304.900325
  nChanged 2
		SP:Iteration 39Q (52369.310000 sec): 3 clusters
  Score: Raw -42756461.562564 + Penalty 4156.113788 = -42752305.448776
  nChanged 6
		SP:Iteration 40F (52371.000000 sec): 3 clusters
  Score: Raw -42756462.568914 + Penalty 4156.113788 = -42752306.455126
  nChanged 3
		SP:Iteration 41Q (52372.430000 sec): 3 clusters
  Score: Raw -42756463.250234 + Penalty 4156.113788 = -42752307.136446
  nChanged 0
		SP:Iteration 42F (52374.320000 sec): 3 clusters
  Score: Raw -42756463.250234 + Penalty 4156.113788 = -42752307.136446
  nChanged 0
Iteration 419Q (52489.670000 sec): 66 clusters
  Score: Raw -223658630.054775 + Penalty 152791.978268 = -223505838.076507
  nChanged 59
Iteration 420F (52672.230000 sec): 66 clusters
  Score: Raw -223658630.973353 + Penalty 152791.978268 = -223505838.995085
  nChanged 67
Iteration 421Q (52781.080000 sec): 66 clusters
  Score: Raw -223658631.960500 + Penalty 152791.978268 = -223505839.982233
  nChanged 62
Iteration 422Q (52888.030000 sec): 66 clusters
  Score: Raw -223658632.677693 + Penalty 152791.978268 = -223505840.699425
  nChanged 58
Iteration 423Q (52993.880000 sec): 66 clusters
  Score: Raw -223658633.477734 + Penalty 152791.978268 = -223505841.499466
  nChanged 56
Iteration 424Q (53093.100000 sec): 66 clusters
  Score: Raw -223658634.565763 + Penalty 152791.978268 = -223505842.587496
  nChanged 64
Iteration 425Q (53193.780000 sec): 66 clusters
  Score: Raw -223658635.816513 + Penalty 152791.978268 = -223505843.838245
  nChanged 61
Iteration 426Q (53303.140000 sec): 66 clusters
  Score: Raw -223658636.881965 + Penalty 152791.978268 = -223505844.903697
  nChanged 56
Iteration 427Q (53408.340000 sec): 66 clusters
  Score: Raw -223658637.768475 + Penalty 152791.978268 = -223505845.790207
  nChanged 60
Iteration 428Q (53517.000000 sec): 66 clusters
  Score: Raw -223658638.617712 + Penalty 152791.978268 = -223505846.639444
  nChanged 54
Iteration 429Q (53622.140000 sec): 66 clusters
  Score: Raw -223658639.381434 + Penalty 152791.978268 = -223505847.403166
  nChanged 51
Iteration 430Q (53728.190000 sec): 66 clusters
  Score: Raw -223658640.265574 + Penalty 152791.978268 = -223505848.287307
  nChanged 48
Iteration 431Q (53835.720000 sec): 66 clusters
  Score: Raw -223658640.944633 + Penalty 152791.978268 = -223505848.966365
  nChanged 43
Iteration 432Q (53942.080000 sec): 66 clusters
  Score: Raw -223658641.615519 + Penalty 152791.978268 = -223505849.637251
  nChanged 45
Iteration 433Q (54035.360000 sec): 66 clusters
  Score: Raw -223658642.265698 + Penalty 152791.978268 = -223505850.287430
  nChanged 51
Iteration 434Q (54136.970000 sec): 66 clusters
  Score: Raw -223658643.028820 + Penalty 152791.978268 = -223505851.050553
  nChanged 52
Iteration 435Q (54254.090000 sec): 66 clusters
  Score: Raw -223658643.744105 + Penalty 152791.978268 = -223505851.765837
  nChanged 47
Iteration 436Q (54364.730000 sec): 66 clusters
  Score: Raw -223658644.243145 + Penalty 152791.978268 = -223505852.264877
  nChanged 38
Iteration 437Q (54475.110000 sec): 66 clusters
  Score: Raw -223658644.750160 + Penalty 152791.978268 = -223505852.771892
  nChanged 34
Iteration 438Q (54580.120000 sec): 66 clusters
  Score: Raw -223658645.393969 + Penalty 152791.978268 = -223505853.415702
  nChanged 35
Iteration 439Q (54684.030000 sec): 66 clusters
  Score: Raw -223658646.019233 + Penalty 152791.978268 = -223505854.040966
  nChanged 30
Iteration 440F (54874.730000 sec): 66 clusters
  Score: Raw -223658646.469663 + Penalty 152791.978268 = -223505854.491395
  nChanged 34
Iteration 441Q (54985.220000 sec): 66 clusters
  Score: Raw -223658646.868133 + Penalty 152791.978268 = -223505854.889865
  nChanged 39
Iteration 442Q (55092.390000 sec): 66 clusters
  Score: Raw -223658647.412656 + Penalty 152791.978268 = -223505855.434389
  nChanged 19
Iteration 443Q (55191.300000 sec): 66 clusters
  Score: Raw -223658647.614736 + Penalty 152791.978268 = -223505855.636468
  nChanged 23
Iteration 444Q (55304.610000 sec): 66 clusters
  Score: Raw -223658648.017026 + Penalty 152791.978268 = -223505856.038758
  nChanged 20
Iteration 445Q (55410.850000 sec): 66 clusters
  Score: Raw -223658648.494335 + Penalty 152791.978268 = -223505856.516067
  nChanged 19
Iteration 446Q (55516.910000 sec): 66 clusters
  Score: Raw -223658648.774650 + Penalty 152791.978268 = -223505856.796382
  nChanged 20
Iteration 447Q (55620.850000 sec): 66 clusters
  Score: Raw -223658649.193582 + Penalty 152791.978268 = -223505857.215314
  nChanged 26
Iteration 448Q (55719.100000 sec): 66 clusters
  Score: Raw -223658649.596163 + Penalty 152791.978268 = -223505857.617896
  nChanged 24
Iteration 449Q (55827.700000 sec): 66 clusters
  Score: Raw -223658649.875809 + Penalty 152791.978268 = -223505857.897541
  nChanged 18
Iteration 450Q (55937.380000 sec): 66 clusters
  Score: Raw -223658650.062769 + Penalty 152791.978268 = -223505858.084501
  nChanged 14
Iteration 451Q (56042.550000 sec): 66 clusters
  Score: Raw -223658650.166643 + Penalty 152791.978268 = -223505858.188375
  nChanged 11
Iteration 452Q (56152.890000 sec): 66 clusters
  Score: Raw -223658650.304116 + Penalty 152791.978268 = -223505858.325848
  nChanged 13
Iteration 453Q (56256.420000 sec): 66 clusters
  Score: Raw -223658650.413009 + Penalty 152791.978268 = -223505858.434742
  nChanged 11
Iteration 454Q (56363.060000 sec): 66 clusters
  Score: Raw -223658650.494263 + Penalty 152791.978268 = -223505858.515995
  nChanged 12
Iteration 455Q (56466.380000 sec): 66 clusters
  Score: Raw -223658650.589246 + Penalty 152791.978268 = -223505858.610978
  nChanged 18
Iteration 456Q (56572.130000 sec): 66 clusters
  Score: Raw -223658650.826078 + Penalty 152791.978268 = -223505858.847810
  nChanged 21
Iteration 457Q (56676.930000 sec): 66 clusters
  Score: Raw -223658651.010424 + Penalty 152791.978268 = -223505859.032156
  nChanged 15
Iteration 458Q (56770.480000 sec): 66 clusters
  Score: Raw -223658651.114766 + Penalty 152791.978268 = -223505859.136498
  nChanged 13
Writing temp clu file 
Because OldScore, -223505859.032156, is greater than current (better) Score,-223505859.136498 
 Compute initial score before splitting:   Score: Raw -223658651.114766 + Penalty 152791.978268 = -223505859.136498
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (22748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56771.290000 sec): 2 clusters
  Score: Raw -2684580.382540 + Penalty 1630.237783 = -2682950.144757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56771.600000 sec): 3 clusters
  Score: Raw -2670685.263563 + Penalty 3260.475565 = -2667424.787998
  nChanged 10450
		SP:Iteration 1F (56771.900000 sec): 3 clusters
  Score: Raw -2676702.879703 + Penalty 3260.475565 = -2673442.404138
  nChanged 1141
		SP:Iteration 2F (56772.160000 sec): 3 clusters
  Score: Raw -2677154.667811 + Penalty 3260.475565 = -2673894.192245
  nChanged 1147
		SP:Iteration 3F (56772.510000 sec): 3 clusters
  Score: Raw -2677684.943860 + Penalty 3260.475565 = -2674424.468295
  nChanged 1205
		SP:Iteration 4F (56772.780000 sec): 3 clusters
  Score: Raw -2678324.658888 + Penalty 3260.475565 = -2675064.183323
  nChanged 1312
		SP:Iteration 5F (56773.150000 sec): 3 clusters
  Score: Raw -2679078.803167 + Penalty 3260.475565 = -2675818.327601
  nChanged 1350
		SP:Iteration 6F (56773.440000 sec): 3 clusters
  Score: Raw -2679896.138750 + Penalty 3260.475565 = -2676635.663185
  nChanged 1271
		SP:Iteration 7F (56773.710000 sec): 3 clusters
  Score: Raw -2680634.914035 + Penalty 3260.475565 = -2677374.438470
  nChanged 1098
		SP:Iteration 8Q (56774.000000 sec): 3 clusters
  Score: Raw -2681258.195842 + Penalty 3260.475565 = -2677997.720276
  nChanged 976
		SP:Iteration 9Q (56774.340000 sec): 3 clusters
  Score: Raw -2681749.788806 + Penalty 3260.475565 = -2678489.313240
  nChanged 791
		SP:Iteration 10Q (56774.650000 sec): 3 clusters
  Score: Raw -2682083.044464 + Penalty 3260.475565 = -2678822.568899
  nChanged 605
		SP:Iteration 11Q (56774.960000 sec): 3 clusters
  Score: Raw -2682316.248384 + Penalty 3260.475565 = -2679055.772819
  nChanged 517
		SP:Iteration 12Q (56775.280000 sec): 3 clusters
  Score: Raw -2682491.134441 + Penalty 3260.475565 = -2679230.658876
  nChanged 447
		SP:Iteration 13Q (56775.620000 sec): 3 clusters
  Score: Raw -2682638.260916 + Penalty 3260.475565 = -2679377.785350
  nChanged 417
		SP:Iteration 14Q (56775.950000 sec): 3 clusters
  Score: Raw -2682778.813711 + Penalty 3260.475565 = -2679518.338146
  nChanged 382
		SP:Iteration 15Q (56776.290000 sec): 3 clusters
  Score: Raw -2682919.760364 + Penalty 3260.475565 = -2679659.284798
  nChanged 391
		SP:Iteration 16Q (56776.600000 sec): 3 clusters
  Score: Raw -2683070.773492 + Penalty 3260.475565 = -2679810.297927
  nChanged 399
		SP:Iteration 17Q (56776.980000 sec): 3 clusters
  Score: Raw -2683241.905126 + Penalty 3260.475565 = -2679981.429560
  nChanged 416
		SP:Iteration 18Q (56777.280000 sec): 3 clusters
  Score: Raw -2683419.699227 + Penalty 3260.475565 = -2680159.223662
  nChanged 418
		SP:Iteration 19Q (56777.560000 sec): 3 clusters
  Score: Raw -2683573.928093 + Penalty 3260.475565 = -2680313.452527
  nChanged 377
		SP:Iteration 20F (56777.890000 sec): 3 clusters
  Score: Raw -2683705.301605 + Penalty 3260.475565 = -2680444.826040
  nChanged 357
		SP:Iteration 21Q (56778.180000 sec): 3 clusters
  Score: Raw -2683822.155720 + Penalty 3260.475565 = -2680561.680154
  nChanged 314
		SP:Iteration 22Q (56778.430000 sec): 3 clusters
  Score: Raw -2683914.725292 + Penalty 3260.475565 = -2680654.249727
  nChanged 283
		SP:Iteration 23Q (56778.720000 sec): 3 clusters
  Score: Raw -2683990.683498 + Penalty 3260.475565 = -2680730.207933
  nChanged 247
		SP:Iteration 24Q (56778.980000 sec): 3 clusters
  Score: Raw -2684048.221628 + Penalty 3260.475565 = -2680787.746063
  nChanged 209
		SP:Iteration 25Q (56779.310000 sec): 3 clusters
  Score: Raw -2684096.024365 + Penalty 3260.475565 = -2680835.548799
  nChanged 184
		SP:Iteration 26Q (56779.600000 sec): 3 clusters
  Score: Raw -2684136.283526 + Penalty 3260.475565 = -2680875.807961
  nChanged 166
		SP:Iteration 27Q (56779.850000 sec): 3 clusters
  Score: Raw -2684168.007192 + Penalty 3260.475565 = -2680907.531627
  nChanged 153
		SP:Iteration 28Q (56780.110000 sec): 3 clusters
  Score: Raw -2684201.159591 + Penalty 3260.475565 = -2680940.684026
  nChanged 144
		SP:Iteration 29Q (56780.420000 sec): 3 clusters
  Score: Raw -2684231.319770 + Penalty 3260.475565 = -2680970.844205
  nChanged 147
		SP:Iteration 30Q (56780.710000 sec): 3 clusters
  Score: Raw -2684266.571678 + Penalty 3260.475565 = -2681006.096113
  nChanged 152
		SP:Iteration 31Q (56781.030000 sec): 3 clusters
  Score: Raw -2684302.914486 + Penalty 3260.475565 = -2681042.438920
  nChanged 152
		SP:Iteration 32Q (56781.320000 sec): 3 clusters
  Score: Raw -2684341.918144 + Penalty 3260.475565 = -2681081.442578
  nChanged 172
		SP:Iteration 33Q (56781.670000 sec): 3 clusters
  Score: Raw -2684387.425972 + Penalty 3260.475565 = -2681126.950407
  nChanged 184
		SP:Iteration 34Q (56781.990000 sec): 3 clusters
  Score: Raw -2684438.409635 + Penalty 3260.475565 = -2681177.934069
  nChanged 207
		SP:Iteration 35Q (56782.310000 sec): 3 clusters
  Score: Raw -2684499.801966 + Penalty 3260.475565 = -2681239.326400
  nChanged 222
		SP:Iteration 36Q (56782.610000 sec): 3 clusters
  Score: Raw -2684574.371372 + Penalty 3260.475565 = -2681313.895807
  nChanged 226
		SP:Iteration 37Q (56782.860000 sec): 3 clusters
  Score: Raw -2684646.841413 + Penalty 3260.475565 = -2681386.365848
  nChanged 198
		SP:Iteration 38Q (56783.140000 sec): 3 clusters
  Score: Raw -2684706.163083 + Penalty 3260.475565 = -2681445.687518
  nChanged 179
		SP:Iteration 39Q (56783.450000 sec): 3 clusters
  Score: Raw -2684759.550991 + Penalty 3260.475565 = -2681499.075426
  nChanged 193
		SP:Iteration 40F (56783.710000 sec): 3 clusters
  Score: Raw -2684809.983547 + Penalty 3260.475565 = -2681549.507982
  nChanged 166
		SP:Iteration 41Q (56784.040000 sec): 3 clusters
  Score: Raw -2684852.830445 + Penalty 3260.475565 = -2681592.354879
  nChanged 163
		SP:Iteration 42Q (56784.280000 sec): 3 clusters
  Score: Raw -2684888.819950 + Penalty 3260.475565 = -2681628.344385
  nChanged 150
		SP:Iteration 43Q (56784.610000 sec): 3 clusters
  Score: Raw -2684921.014901 + Penalty 3260.475565 = -2681660.539336
  nChanged 166
		SP:Iteration 44Q (56784.910000 sec): 3 clusters
  Score: Raw -2684956.548707 + Penalty 3260.475565 = -2681696.073141
  nChanged 140
		SP:Iteration 45Q (56785.190000 sec): 3 clusters
  Score: Raw -2684984.784523 + Penalty 3260.475565 = -2681724.308958
  nChanged 132
		SP:Iteration 46Q (56785.520000 sec): 3 clusters
  Score: Raw -2685008.915101 + Penalty 3260.475565 = -2681748.439536
  nChanged 125
		SP:Iteration 47Q (56785.840000 sec): 3 clusters
  Score: Raw -2685029.462589 + Penalty 3260.475565 = -2681768.987024
  nChanged 116
		SP:Iteration 48Q (56786.120000 sec): 3 clusters
  Score: Raw -2685050.283743 + Penalty 3260.475565 = -2681789.808177
  nChanged 107
		SP:Iteration 49Q (56786.440000 sec): 3 clusters
  Score: Raw -2685069.202200 + Penalty 3260.475565 = -2681808.726635
  nChanged 104
		SP:Iteration 50Q (56786.750000 sec): 3 clusters
  Score: Raw -2685086.675417 + Penalty 3260.475565 = -2681826.199852
  nChanged 105
		SP:Iteration 51Q (56787.020000 sec): 3 clusters
  Score: Raw -2685105.213249 + Penalty 3260.475565 = -2681844.737684
  nChanged 96
		SP:Iteration 52Q (56787.290000 sec): 3 clusters
  Score: Raw -2685124.370181 + Penalty 3260.475565 = -2681863.894616
  nChanged 86
		SP:Iteration 53Q (56787.560000 sec): 3 clusters
  Score: Raw -2685139.579355 + Penalty 3260.475565 = -2681879.103790
  nChanged 85
		SP:Iteration 54Q (56787.850000 sec): 3 clusters
  Score: Raw -2685152.832747 + Penalty 3260.475565 = -2681892.357182
  nChanged 82
		SP:Iteration 55Q (56788.170000 sec): 3 clusters
  Score: Raw -2685168.335986 + Penalty 3260.475565 = -2681907.860421
  nChanged 88
		SP:Iteration 56Q (56788.470000 sec): 3 clusters
  Score: Raw -2685182.903191 + Penalty 3260.475565 = -2681922.427626
  nChanged 100
		SP:Iteration 57Q (56788.760000 sec): 3 clusters
  Score: Raw -2685199.950957 + Penalty 3260.475565 = -2681939.475392
  nChanged 88
		SP:Iteration 58Q (56789.040000 sec): 3 clusters
  Score: Raw -2685216.921653 + Penalty 3260.475565 = -2681956.446087
  nChanged 82
		SP:Iteration 59Q (56789.320000 sec): 3 clusters
  Score: Raw -2685230.877276 + Penalty 3260.475565 = -2681970.401711
  nChanged 84
		SP:Iteration 60F (56789.550000 sec): 3 clusters
  Score: Raw -2685245.935602 + Penalty 3260.475565 = -2681985.460036
  nChanged 76
		SP:Iteration 61Q (56789.840000 sec): 3 clusters
  Score: Raw -2685258.112087 + Penalty 3260.475565 = -2681997.636522
  nChanged 67
		SP:Iteration 62Q (56790.140000 sec): 3 clusters
  Score: Raw -2685266.926621 + Penalty 3260.475565 = -2682006.451055
  nChanged 61
		SP:Iteration 63Q (56790.400000 sec): 3 clusters
  Score: Raw -2685276.291964 + Penalty 3260.475565 = -2682015.816399
  nChanged 51
		SP:Iteration 64Q (56790.710000 sec): 3 clusters
  Score: Raw -2685283.614003 + Penalty 3260.475565 = -2682023.138438
  nChanged 46
		SP:Iteration 65Q (56790.990000 sec): 3 clusters
  Score: Raw -2685291.223536 + Penalty 3260.475565 = -2682030.747971
  nChanged 58
		SP:Iteration 66Q (56791.270000 sec): 3 clusters
  Score: Raw -2685298.191402 + Penalty 3260.475565 = -2682037.715837
  nChanged 39
		SP:Iteration 67Q (56791.620000 sec): 3 clusters
  Score: Raw -2685302.352109 + Penalty 3260.475565 = -2682041.876544
  nChanged 34
		SP:Iteration 68Q (56791.880000 sec): 3 clusters
  Score: Raw -2685306.229685 + Penalty 3260.475565 = -2682045.754120
  nChanged 37
		SP:Iteration 69Q (56792.150000 sec): 3 clusters
  Score: Raw -2685311.536944 + Penalty 3260.475565 = -2682051.061379
  nChanged 35
		SP:Iteration 70Q (56792.450000 sec): 3 clusters
  Score: Raw -2685316.289446 + Penalty 3260.475565 = -2682055.813881
  nChanged 32
		SP:Iteration 71Q (56792.770000 sec): 3 clusters
  Score: Raw -2685320.498308 + Penalty 3260.475565 = -2682060.022743
  nChanged 31
		SP:Iteration 72Q (56793.080000 sec): 3 clusters
  Score: Raw -2685325.762470 + Penalty 3260.475565 = -2682065.286905
  nChanged 45
		SP:Iteration 73Q (56793.350000 sec): 3 clusters
  Score: Raw -2685331.409194 + Penalty 3260.475565 = -2682070.933629
  nChanged 40
		SP:Iteration 74Q (56793.660000 sec): 3 clusters
  Score: Raw -2685336.249633 + Penalty 3260.475565 = -2682075.774068
  nChanged 40
		SP:Iteration 75Q (56793.870000 sec): 3 clusters
  Score: Raw -2685341.838988 + Penalty 3260.475565 = -2682081.363423
  nChanged 43
		SP:Iteration 76Q (56794.120000 sec): 3 clusters
  Score: Raw -2685348.975440 + Penalty 3260.475565 = -2682088.499875
  nChanged 37
		SP:Iteration 77Q (56794.460000 sec): 3 clusters
  Score: Raw -2685354.232763 + Penalty 3260.475565 = -2682093.757198
  nChanged 31
		SP:Iteration 78Q (56794.720000 sec): 3 clusters
  Score: Raw -2685358.538529 + Penalty 3260.475565 = -2682098.062964
  nChanged 32
		SP:Iteration 79Q (56794.970000 sec): 3 clusters
  Score: Raw -2685363.376103 + Penalty 3260.475565 = -2682102.900537
  nChanged 38
		SP:Iteration 80F (56795.230000 sec): 3 clusters
  Score: Raw -2685369.176953 + Penalty 3260.475565 = -2682108.701388
  nChanged 37
		SP:Iteration 81Q (56795.490000 sec): 3 clusters
  Score: Raw -2685375.170723 + Penalty 3260.475565 = -2682114.695157
  nChanged 38
		SP:Iteration 82Q (56795.770000 sec): 3 clusters
  Score: Raw -2685380.341368 + Penalty 3260.475565 = -2682119.865803
  nChanged 36
		SP:Iteration 83Q (56796.070000 sec): 3 clusters
  Score: Raw -2685384.828710 + Penalty 3260.475565 = -2682124.353145
  nChanged 33
		SP:Iteration 84Q (56796.300000 sec): 3 clusters
  Score: Raw -2685389.511848 + Penalty 3260.475565 = -2682129.036282
  nChanged 31
		SP:Iteration 85Q (56796.640000 sec): 3 clusters
  Score: Raw -2685393.159441 + Penalty 3260.475565 = -2682132.683876
  nChanged 32
		SP:Iteration 86Q (56796.890000 sec): 3 clusters
  Score: Raw -2685396.977298 + Penalty 3260.475565 = -2682136.501733
  nChanged 31
		SP:Iteration 87Q (56797.110000 sec): 3 clusters
  Score: Raw -2685401.414873 + Penalty 3260.475565 = -2682140.939308
  nChanged 29
		SP:Iteration 88Q (56797.420000 sec): 3 clusters
  Score: Raw -2685405.360665 + Penalty 3260.475565 = -2682144.885100
  nChanged 27
		SP:Iteration 89Q (56797.720000 sec): 3 clusters
  Score: Raw -2685411.265408 + Penalty 3260.475565 = -2682150.789843
  nChanged 28
		SP:Iteration 90Q (56797.980000 sec): 3 clusters
  Score: Raw -2685416.158486 + Penalty 3260.475565 = -2682155.682920
  nChanged 39
		SP:Iteration 91Q (56798.220000 sec): 3 clusters
  Score: Raw -2685423.025895 + Penalty 3260.475565 = -2682162.550330
  nChanged 49
		SP:Iteration 92Q (56798.520000 sec): 3 clusters
  Score: Raw -2685432.144808 + Penalty 3260.475565 = -2682171.669243
  nChanged 39
		SP:Iteration 93Q (56798.880000 sec): 3 clusters
  Score: Raw -2685437.679487 + Penalty 3260.475565 = -2682177.203921
  nChanged 33
		SP:Iteration 94Q (56799.140000 sec): 3 clusters
  Score: Raw -2685442.514642 + Penalty 3260.475565 = -2682182.039077
  nChanged 38
		SP:Iteration 95Q (56799.430000 sec): 3 clusters
  Score: Raw -2685447.502336 + Penalty 3260.475565 = -2682187.026771
  nChanged 36
		SP:Iteration 96Q (56799.740000 sec): 3 clusters
  Score: Raw -2685452.702394 + Penalty 3260.475565 = -2682192.226829
  nChanged 34
		SP:Iteration 97Q (56800.030000 sec): 3 clusters
  Score: Raw -2685458.399456 + Penalty 3260.475565 = -2682197.923891
  nChanged 29
		SP:Iteration 98Q (56800.290000 sec): 3 clusters
  Score: Raw -2685464.281314 + Penalty 3260.475565 = -2682203.805748
  nChanged 38
		SP:Iteration 99Q (56800.610000 sec): 3 clusters
  Score: Raw -2685471.960647 + Penalty 3260.475565 = -2682211.485082
  nChanged 39
		SP:Iteration 100F (56800.920000 sec): 3 clusters
  Score: Raw -2685481.388637 + Penalty 3260.475565 = -2682220.913071
  nChanged 49
		SP:Iteration 101Q (56801.220000 sec): 3 clusters
  Score: Raw -2685492.817008 + Penalty 3260.475565 = -2682232.341442
  nChanged 45
		SP:Iteration 102Q (56801.520000 sec): 3 clusters
  Score: Raw -2685501.384686 + Penalty 3260.475565 = -2682240.909121
  nChanged 48
		SP:Iteration 103Q (56801.810000 sec): 3 clusters
  Score: Raw -2685511.459415 + Penalty 3260.475565 = -2682250.983850
  nChanged 42
		SP:Iteration 104Q (56802.120000 sec): 3 clusters
  Score: Raw -2685519.590968 + Penalty 3260.475565 = -2682259.115402
  nChanged 39
		SP:Iteration 105Q (56802.440000 sec): 3 clusters
  Score: Raw -2685525.784241 + Penalty 3260.475565 = -2682265.308676
  nChanged 36
		SP:Iteration 106Q (56802.730000 sec): 3 clusters
  Score: Raw -2685531.509432 + Penalty 3260.475565 = -2682271.033867
  nChanged 25
		SP:Iteration 107Q (56803.040000 sec): 3 clusters
  Score: Raw -2685535.187699 + Penalty 3260.475565 = -2682274.712134
  nChanged 31
		SP:Iteration 108Q (56803.350000 sec): 3 clusters
  Score: Raw -2685539.523482 + Penalty 3260.475565 = -2682279.047917
  nChanged 21
		SP:Iteration 109Q (56803.650000 sec): 3 clusters
  Score: Raw -2685542.413362 + Penalty 3260.475565 = -2682281.937797
  nChanged 21
		SP:Iteration 110Q (56803.880000 sec): 3 clusters
  Score: Raw -2685544.979793 + Penalty 3260.475565 = -2682284.504228
  nChanged 16
		SP:Iteration 111Q (56804.160000 sec): 3 clusters
  Score: Raw -2685546.847030 + Penalty 3260.475565 = -2682286.371465
  nChanged 15
		SP:Iteration 112Q (56804.450000 sec): 3 clusters
  Score: Raw -2685549.150354 + Penalty 3260.475565 = -2682288.674788
  nChanged 12
		SP:Iteration 113Q (56804.760000 sec): 3 clusters
  Score: Raw -2685550.934380 + Penalty 3260.475565 = -2682290.458814
  nChanged 18
		SP:Iteration 114Q (56805.070000 sec): 3 clusters
  Score: Raw -2685553.613656 + Penalty 3260.475565 = -2682293.138090
  nChanged 14
		SP:Iteration 115Q (56805.330000 sec): 3 clusters
  Score: Raw -2685555.618515 + Penalty 3260.475565 = -2682295.142950
  nChanged 12
		SP:Iteration 116Q (56805.600000 sec): 3 clusters
  Score: Raw -2685557.228219 + Penalty 3260.475565 = -2682296.752654
  nChanged 7
		SP:Iteration 117Q (56805.880000 sec): 3 clusters
  Score: Raw -2685558.053861 + Penalty 3260.475565 = -2682297.578295
  nChanged 12
		SP:Iteration 118Q (56806.140000 sec): 3 clusters
  Score: Raw -2685560.050736 + Penalty 3260.475565 = -2682299.575171
  nChanged 11
		SP:Iteration 119Q (56806.360000 sec): 3 clusters
  Score: Raw -2685561.781501 + Penalty 3260.475565 = -2682301.305935
  nChanged 11
		SP:Iteration 120F (56806.610000 sec): 3 clusters
  Score: Raw -2685563.276385 + Penalty 3260.475565 = -2682302.800819
  nChanged 8
		SP:Iteration 121Q (56806.890000 sec): 3 clusters
  Score: Raw -2685564.327436 + Penalty 3260.475565 = -2682303.851870
  nChanged 8
		SP:Iteration 122Q (56807.180000 sec): 3 clusters
  Score: Raw -2685565.264688 + Penalty 3260.475565 = -2682304.789123
  nChanged 5
		SP:Iteration 123Q (56807.400000 sec): 3 clusters
  Score: Raw -2685566.126619 + Penalty 3260.475565 = -2682305.651054
  nChanged 8
		SP:Iteration 124Q (56807.690000 sec): 3 clusters
  Score: Raw -2685567.209463 + Penalty 3260.475565 = -2682306.733898
  nChanged 16
		SP:Iteration 125Q (56807.980000 sec): 3 clusters
  Score: Raw -2685569.051415 + Penalty 3260.475565 = -2682308.575850
  nChanged 16
		SP:Iteration 126Q (56808.280000 sec): 3 clusters
  Score: Raw -2685571.439791 + Penalty 3260.475565 = -2682310.964225
  nChanged 17
		SP:Iteration 127Q (56808.540000 sec): 3 clusters
  Score: Raw -2685573.540912 + Penalty 3260.475565 = -2682313.065347
  nChanged 14
		SP:Iteration 128Q (56808.820000 sec): 3 clusters
  Score: Raw -2685575.706607 + Penalty 3260.475565 = -2682315.231041
  nChanged 15
		SP:Iteration 129Q (56809.100000 sec): 3 clusters
  Score: Raw -2685577.901748 + Penalty 3260.475565 = -2682317.426182
  nChanged 15
		SP:Iteration 130Q (56809.410000 sec): 3 clusters
  Score: Raw -2685580.388792 + Penalty 3260.475565 = -2682319.913227
  nChanged 13
		SP:Iteration 131Q (56809.670000 sec): 3 clusters
  Score: Raw -2685582.600703 + Penalty 3260.475565 = -2682322.125137
  nChanged 16
		SP:Iteration 132Q (56809.970000 sec): 3 clusters
  Score: Raw -2685584.807318 + Penalty 3260.475565 = -2682324.331753
  nChanged 10
		SP:Iteration 133Q (56810.220000 sec): 3 clusters
  Score: Raw -2685586.654767 + Penalty 3260.475565 = -2682326.179202
  nChanged 15
		SP:Iteration 134Q (56810.460000 sec): 3 clusters
  Score: Raw -2685588.775984 + Penalty 3260.475565 = -2682328.300419
  nChanged 8
		SP:Iteration 135Q (56810.750000 sec): 3 clusters
  Score: Raw -2685589.785337 + Penalty 3260.475565 = -2682329.309771
  nChanged 6
		SP:Iteration 136Q (56811.040000 sec): 3 clusters
  Score: Raw -2685590.630021 + Penalty 3260.475565 = -2682330.154456
  nChanged 10
		SP:Iteration 137Q (56811.270000 sec): 3 clusters
  Score: Raw -2685591.879829 + Penalty 3260.475565 = -2682331.404264
  nChanged 10
		SP:Iteration 138Q (56811.550000 sec): 3 clusters
  Score: Raw -2685593.604070 + Penalty 3260.475565 = -2682333.128505
  nChanged 10
		SP:Iteration 139Q (56811.840000 sec): 3 clusters
  Score: Raw -2685595.748348 + Penalty 3260.475565 = -2682335.272783
  nChanged 17
		SP:Iteration 140F (56812.110000 sec): 3 clusters
  Score: Raw -2685598.174561 + Penalty 3260.475565 = -2682337.698995
  nChanged 13
		SP:Iteration 141Q (56812.420000 sec): 3 clusters
  Score: Raw -2685599.820378 + Penalty 3260.475565 = -2682339.344813
  nChanged 10
		SP:Iteration 142Q (56812.720000 sec): 3 clusters
  Score: Raw -2685601.106064 + Penalty 3260.475565 = -2682340.630499
  nChanged 8
		SP:Iteration 143Q (56812.960000 sec): 3 clusters
  Score: Raw -2685602.060610 + Penalty 3260.475565 = -2682341.585045
  nChanged 8
		SP:Iteration 144Q (56813.260000 sec): 3 clusters
  Score: Raw -2685602.775208 + Penalty 3260.475565 = -2682342.299642
  nChanged 5
		SP:Iteration 145Q (56813.520000 sec): 3 clusters
  Score: Raw -2685603.531180 + Penalty 3260.475565 = -2682343.055614
  nChanged 6
		SP:Iteration 146Q (56813.820000 sec): 3 clusters
  Score: Raw -2685604.313741 + Penalty 3260.475565 = -2682343.838176
  nChanged 6
		SP:Iteration 147Q (56814.150000 sec): 3 clusters
  Score: Raw -2685605.254713 + Penalty 3260.475565 = -2682344.779148
  nChanged 7
		SP:Iteration 148Q (56814.390000 sec): 3 clusters
  Score: Raw -2685606.408839 + Penalty 3260.475565 = -2682345.933273
  nChanged 5
		SP:Iteration 149Q (56814.690000 sec): 3 clusters
  Score: Raw -2685607.220687 + Penalty 3260.475565 = -2682346.745122
  nChanged 2
		SP:Iteration 150Q (56814.960000 sec): 3 clusters
  Score: Raw -2685607.547884 + Penalty 3260.475565 = -2682347.072319
  nChanged 1
		SP:Iteration 151Q (56815.240000 sec): 3 clusters
  Score: Raw -2685607.739946 + Penalty 3260.475565 = -2682347.264381
  nChanged 5
		SP:Iteration 152Q (56815.500000 sec): 3 clusters
  Score: Raw -2685608.364903 + Penalty 3260.475565 = -2682347.889338
  nChanged 6
		SP:Iteration 153Q (56815.740000 sec): 3 clusters
  Score: Raw -2685609.199386 + Penalty 3260.475565 = -2682348.723821
  nChanged 7
		SP:Iteration 154Q (56816.020000 sec): 3 clusters
  Score: Raw -2685610.181943 + Penalty 3260.475565 = -2682349.706378
  nChanged 8
		SP:Iteration 155Q (56816.310000 sec): 3 clusters
  Score: Raw -2685611.345016 + Penalty 3260.475565 = -2682350.869451
  nChanged 9
		SP:Iteration 156Q (56816.620000 sec): 3 clusters
  Score: Raw -2685612.569859 + Penalty 3260.475565 = -2682352.094294
  nChanged 9
		SP:Iteration 157Q (56816.880000 sec): 3 clusters
  Score: Raw -2685613.939348 + Penalty 3260.475565 = -2682353.463782
  nChanged 10
		SP:Iteration 158Q (56817.180000 sec): 3 clusters
  Score: Raw -2685615.457146 + Penalty 3260.475565 = -2682354.981581
  nChanged 9
		SP:Iteration 159Q (56817.490000 sec): 3 clusters
  Score: Raw -2685617.370640 + Penalty 3260.475565 = -2682356.895075
  nChanged 9
		SP:Iteration 160F (56817.760000 sec): 3 clusters
  Score: Raw -2685618.801424 + Penalty 3260.475565 = -2682358.325859
  nChanged 6
		SP:Iteration 161Q (56818.080000 sec): 3 clusters
  Score: Raw -2685620.024880 + Penalty 3260.475565 = -2682359.549314
  nChanged 10
		SP:Iteration 162Q (56818.340000 sec): 3 clusters
  Score: Raw -2685621.390689 + Penalty 3260.475565 = -2682360.915124
  nChanged 3
		SP:Iteration 163Q (56818.680000 sec): 3 clusters
  Score: Raw -2685621.849216 + Penalty 3260.475565 = -2682361.373650
  nChanged 1
		SP:Iteration 164Q (56818.960000 sec): 3 clusters
  Score: Raw -2685622.112063 + Penalty 3260.475565 = -2682361.636497
  nChanged 3
		SP:Iteration 165Q (56819.290000 sec): 3 clusters
  Score: Raw -2685622.346606 + Penalty 3260.475565 = -2682361.871041
  nChanged 0
		SP:Iteration 166F (56819.580000 sec): 3 clusters
  Score: Raw -2685622.346606 + Penalty 3260.475565 = -2682361.871041
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (362635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56821.160000 sec): 2 clusters
  Score: Raw -44102088.633994 + Penalty 2080.187216 = -44100008.446778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56822.960000 sec): 3 clusters
  Score: Raw -43859431.546652 + Penalty 4160.374432 = -43855271.172220
  nChanged 177332
		SP:Iteration 1F (56824.600000 sec): 3 clusters
  Score: Raw -43965728.148872 + Penalty 4160.374432 = -43961567.774441
  nChanged 8645
		SP:Iteration 2Q (56826.620000 sec): 3 clusters
  Score: Raw -43967219.490392 + Penalty 4160.374432 = -43963059.115960
  nChanged 9321
		SP:Iteration 3Q (56828.500000 sec): 3 clusters
  Score: Raw -43969076.439248 + Penalty 4160.374432 = -43964916.064816
  nChanged 10481
		SP:Iteration 4Q (56830.230000 sec): 3 clusters
  Score: Raw -43971581.117479 + Penalty 4160.374432 = -43967420.743047
  nChanged 11981
		SP:Iteration 5Q (56832.140000 sec): 3 clusters
  Score: Raw -43975121.577053 + Penalty 4160.374432 = -43970961.202621
  nChanged 14030
		SP:Iteration 6Q (56834.230000 sec): 3 clusters
  Score: Raw -43980313.398160 + Penalty 4160.374432 = -43976153.023728
  nChanged 16548
		SP:Iteration 7Q (56836.220000 sec): 3 clusters
  Score: Raw -43988017.659253 + Penalty 4160.374432 = -43983857.284821
  nChanged 19409
		SP:Iteration 8F (56837.920000 sec): 3 clusters
  Score: Raw -43999296.391384 + Penalty 4160.374432 = -43995136.016952
  nChanged 21471
		SP:Iteration 9F (56839.610000 sec): 3 clusters
  Score: Raw -44013491.533434 + Penalty 4160.374432 = -44009331.159002
  nChanged 21652
		SP:Iteration 10F (56841.230000 sec): 3 clusters
  Score: Raw -44027362.527203 + Penalty 4160.374432 = -44023202.152771
  nChanged 18418
		SP:Iteration 11F (56842.920000 sec): 3 clusters
  Score: Raw -44036346.636352 + Penalty 4160.374432 = -44032186.261920
  nChanged 12628
		SP:Iteration 12Q (56844.720000 sec): 3 clusters
  Score: Raw -44040233.875858 + Penalty 4160.374432 = -44036073.501426
  nChanged 7359
		SP:Iteration 13Q (56846.470000 sec): 3 clusters
  Score: Raw -44041563.376940 + Penalty 4160.374432 = -44037403.002509
  nChanged 4016
		SP:Iteration 14Q (56848.210000 sec): 3 clusters
  Score: Raw -44042132.739439 + Penalty 4160.374432 = -44037972.365008
  nChanged 3004
		SP:Iteration 15Q (56849.840000 sec): 3 clusters
  Score: Raw -44042567.835713 + Penalty 4160.374432 = -44038407.461281
  nChanged 2904
		SP:Iteration 16Q (56851.610000 sec): 3 clusters
  Score: Raw -44042989.363674 + Penalty 4160.374432 = -44038828.989242
  nChanged 3078
		SP:Iteration 17Q (56853.360000 sec): 3 clusters
  Score: Raw -44043450.759304 + Penalty 4160.374432 = -44039290.384872
  nChanged 3376
		SP:Iteration 18Q (56855.250000 sec): 3 clusters
  Score: Raw -44043998.665938 + Penalty 4160.374432 = -44039838.291506
  nChanged 3707
		SP:Iteration 19Q (56857.090000 sec): 3 clusters
  Score: Raw -44044646.194731 + Penalty 4160.374432 = -44040485.820299
  nChanged 4036
		SP:Iteration 20F (56858.880000 sec): 3 clusters
  Score: Raw -44045421.803313 + Penalty 4160.374432 = -44041261.428881
  nChanged 4431
		SP:Iteration 21Q (56860.580000 sec): 3 clusters
  Score: Raw -44046363.762948 + Penalty 4160.374432 = -44042203.388516
  nChanged 4929
		SP:Iteration 22Q (56862.440000 sec): 3 clusters
  Score: Raw -44047543.032207 + Penalty 4160.374432 = -44043382.657775
  nChanged 5488
		SP:Iteration 23Q (56864.350000 sec): 3 clusters
  Score: Raw -44049029.258371 + Penalty 4160.374432 = -44044868.883940
  nChanged 5899
		SP:Iteration 24Q (56866.050000 sec): 3 clusters
  Score: Raw -44050808.697449 + Penalty 4160.374432 = -44046648.323017
  nChanged 6368
		SP:Iteration 25Q (56867.820000 sec): 3 clusters
  Score: Raw -44052966.391865 + Penalty 4160.374432 = -44048806.017434
  nChanged 6846
		SP:Iteration 26Q (56869.640000 sec): 3 clusters
  Score: Raw -44055536.072062 + Penalty 4160.374432 = -44051375.697630
  nChanged 7172
		SP:Iteration 27Q (56871.490000 sec): 3 clusters
  Score: Raw -44058475.572558 + Penalty 4160.374432 = -44054315.198126
  nChanged 7325
		SP:Iteration 28Q (56873.230000 sec): 3 clusters
  Score: Raw -44061698.951400 + Penalty 4160.374432 = -44057538.576968
  nChanged 7376
		SP:Iteration 29Q (56874.980000 sec): 3 clusters
  Score: Raw -44065214.874519 + Penalty 4160.374432 = -44061054.500087
  nChanged 7349
		SP:Iteration 30Q (56876.800000 sec): 3 clusters
  Score: Raw -44068813.369055 + Penalty 4160.374432 = -44064652.994623
  nChanged 7078
		SP:Iteration 31Q (56878.600000 sec): 3 clusters
  Score: Raw -44072242.314952 + Penalty 4160.374432 = -44068081.940520
  nChanged 6620
		SP:Iteration 32Q (56880.420000 sec): 3 clusters
  Score: Raw -44075403.520129 + Penalty 4160.374432 = -44071243.145698
  nChanged 6181
		SP:Iteration 33Q (56882.200000 sec): 3 clusters
  Score: Raw -44078281.613502 + Penalty 4160.374432 = -44074121.239070
  nChanged 5585
		SP:Iteration 34Q (56883.870000 sec): 3 clusters
  Score: Raw -44080772.411235 + Penalty 4160.374432 = -44076612.036803
  nChanged 5157
		SP:Iteration 35Q (56885.920000 sec): 3 clusters
  Score: Raw -44082982.151143 + Penalty 4160.374432 = -44078821.776711
  nChanged 4744
		SP:Iteration 36Q (56888.020000 sec): 3 clusters
  Score: Raw -44084926.750820 + Penalty 4160.374432 = -44080766.376388
  nChanged 4264
		SP:Iteration 37Q (56890.200000 sec): 3 clusters
  Score: Raw -44086619.479022 + Penalty 4160.374432 = -44082459.104590
  nChanged 3864
		SP:Iteration 38Q (56892.090000 sec): 3 clusters
  Score: Raw -44088117.377277 + Penalty 4160.374432 = -44083957.002845
  nChanged 3541
		SP:Iteration 39Q (56893.950000 sec): 3 clusters
  Score: Raw -44089457.840427 + Penalty 4160.374432 = -44085297.465995
  nChanged 3283
		SP:Iteration 40F (56895.710000 sec): 3 clusters
  Score: Raw -44090876.381846 + Penalty 4160.374432 = -44086716.007414
  nChanged 3188
		SP:Iteration 41Q (56897.340000 sec): 3 clusters
  Score: Raw -44092144.393340 + Penalty 4160.374432 = -44087984.018908
  nChanged 2884
		SP:Iteration 42Q (56899.020000 sec): 3 clusters
  Score: Raw -44093227.288767 + Penalty 4160.374432 = -44089066.914336
  nChanged 2616
		SP:Iteration 43Q (56900.590000 sec): 3 clusters
  Score: Raw -44094171.119311 + Penalty 4160.374432 = -44090010.744879
  nChanged 2313
		SP:Iteration 44Q (56902.380000 sec): 3 clusters
  Score: Raw -44094951.489610 + Penalty 4160.374432 = -44090791.115178
  nChanged 2058
		SP:Iteration 45Q (56904.040000 sec): 3 clusters
  Score: Raw -44095605.476610 + Penalty 4160.374432 = -44091445.102178
  nChanged 1902
		SP:Iteration 46Q (56905.930000 sec): 3 clusters
  Score: Raw -44096202.682505 + Penalty 4160.374432 = -44092042.308074
  nChanged 1762
		SP:Iteration 47Q (56907.830000 sec): 3 clusters
  Score: Raw -44096748.680680 + Penalty 4160.374432 = -44092588.306249
  nChanged 1653
		SP:Iteration 48Q (56909.620000 sec): 3 clusters
  Score: Raw -44097260.376594 + Penalty 4160.374432 = -44093100.002163
  nChanged 1603
		SP:Iteration 49Q (56911.380000 sec): 3 clusters
  Score: Raw -44097755.384966 + Penalty 4160.374432 = -44093595.010534
  nChanged 1469
		SP:Iteration 50Q (56912.900000 sec): 3 clusters
  Score: Raw -44098206.020062 + Penalty 4160.374432 = -44094045.645630
  nChanged 1354
		SP:Iteration 51Q (56914.520000 sec): 3 clusters
  Score: Raw -44098621.472510 + Penalty 4160.374432 = -44094461.098078
  nChanged 1284
		SP:Iteration 52Q (56916.120000 sec): 3 clusters
  Score: Raw -44099002.126744 + Penalty 4160.374432 = -44094841.752312
  nChanged 1139
		SP:Iteration 53Q (56917.890000 sec): 3 clusters
  Score: Raw -44099341.753879 + Penalty 4160.374432 = -44095181.379448
  nChanged 1069
		SP:Iteration 54Q (56919.530000 sec): 3 clusters
  Score: Raw -44099650.696199 + Penalty 4160.374432 = -44095490.321767
  nChanged 966
		SP:Iteration 55Q (56921.000000 sec): 3 clusters
  Score: Raw -44099921.405165 + Penalty 4160.374432 = -44095761.030733
  nChanged 855
		SP:Iteration 56Q (56922.470000 sec): 3 clusters
  Score: Raw -44100150.242621 + Penalty 4160.374432 = -44095989.868189
  nChanged 817
		SP:Iteration 57Q (56923.980000 sec): 3 clusters
  Score: Raw -44100372.532745 + Penalty 4160.374432 = -44096212.158313
  nChanged 798
		SP:Iteration 58Q (56925.650000 sec): 3 clusters
  Score: Raw -44100588.559819 + Penalty 4160.374432 = -44096428.185387
  nChanged 709
		SP:Iteration 59Q (56927.190000 sec): 3 clusters
  Score: Raw -44100773.581193 + Penalty 4160.374432 = -44096613.206761
  nChanged 648
		SP:Iteration 60F (56928.900000 sec): 3 clusters
  Score: Raw -44100938.363359 + Penalty 4160.374432 = -44096777.988927
  nChanged 603
		SP:Iteration 61Q (56930.560000 sec): 3 clusters
  Score: Raw -44101082.323801 + Penalty 4160.374432 = -44096921.949369
  nChanged 504
		SP:Iteration 62Q (56932.190000 sec): 3 clusters
  Score: Raw -44101195.031092 + Penalty 4160.374432 = -44097034.656660
  nChanged 494
		SP:Iteration 63Q (56933.900000 sec): 3 clusters
  Score: Raw -44101314.946492 + Penalty 4160.374432 = -44097154.572060
  nChanged 486
		SP:Iteration 64Q (56935.530000 sec): 3 clusters
  Score: Raw -44101428.541874 + Penalty 4160.374432 = -44097268.167442
  nChanged 413
		SP:Iteration 65Q (56937.050000 sec): 3 clusters
  Score: Raw -44101527.226082 + Penalty 4160.374432 = -44097366.851650
  nChanged 420
		SP:Iteration 66Q (56938.710000 sec): 3 clusters
  Score: Raw -44101635.540208 + Penalty 4160.374432 = -44097475.165777
  nChanged 412
		SP:Iteration 67Q (56940.530000 sec): 3 clusters
  Score: Raw -44101742.323004 + Penalty 4160.374432 = -44097581.948573
  nChanged 358
		SP:Iteration 68Q (56942.280000 sec): 3 clusters
  Score: Raw -44101834.682832 + Penalty 4160.374432 = -44097674.308400
  nChanged 307
		SP:Iteration 69Q (56943.860000 sec): 3 clusters
  Score: Raw -44101912.169528 + Penalty 4160.374432 = -44097751.795096
  nChanged 292
		SP:Iteration 70Q (56945.570000 sec): 3 clusters
  Score: Raw -44101979.358345 + Penalty 4160.374432 = -44097818.983913
  nChanged 253
		SP:Iteration 71Q (56947.230000 sec): 3 clusters
  Score: Raw -44102037.100760 + Penalty 4160.374432 = -44097876.726329
  nChanged 213
		SP:Iteration 72Q (56948.910000 sec): 3 clusters
  Score: Raw -44102088.014044 + Penalty 4160.374432 = -44097927.639613
  nChanged 188
		SP:Iteration 73Q (56950.730000 sec): 3 clusters
  Score: Raw -44102134.518914 + Penalty 4160.374432 = -44097974.144482
  nChanged 177
		SP:Iteration 74Q (56952.410000 sec): 3 clusters
  Score: Raw -44102175.986874 + Penalty 4160.374432 = -44098015.612442
  nChanged 177
		SP:Iteration 75Q (56954.150000 sec): 3 clusters
  Score: Raw -44102218.235992 + Penalty 4160.374432 = -44098057.861560
  nChanged 161
		SP:Iteration 76Q (56955.910000 sec): 3 clusters
  Score: Raw -44102254.308309 + Penalty 4160.374432 = -44098093.933878
  nChanged 134
		SP:Iteration 77Q (56957.530000 sec): 3 clusters
  Score: Raw -44102281.243505 + Penalty 4160.374432 = -44098120.869073
  nChanged 108
		SP:Iteration 78Q (56959.220000 sec): 3 clusters
  Score: Raw -44102304.151251 + Penalty 4160.374432 = -44098143.776819
  nChanged 118
		SP:Iteration 79Q (56960.840000 sec): 3 clusters
  Score: Raw -44102329.073625 + Penalty 4160.374432 = -44098168.699194
  nChanged 99
		SP:Iteration 80F (56962.540000 sec): 3 clusters
  Score: Raw -44102350.599645 + Penalty 4160.374432 = -44098190.225213
  nChanged 94
		SP:Iteration 81Q (56964.190000 sec): 3 clusters
  Score: Raw -44102369.646701 + Penalty 4160.374432 = -44098209.272269
  nChanged 82
		SP:Iteration 82Q (56965.830000 sec): 3 clusters
  Score: Raw -44102386.106140 + Penalty 4160.374432 = -44098225.731708
  nChanged 75
		SP:Iteration 83Q (56967.430000 sec): 3 clusters
  Score: Raw -44102399.972452 + Penalty 4160.374432 = -44098239.598020
  nChanged 49
		SP:Iteration 84Q (56968.890000 sec): 3 clusters
  Score: Raw -44102409.433561 + Penalty 4160.374432 = -44098249.059129
  nChanged 56
		SP:Iteration 85Q (56970.330000 sec): 3 clusters
  Score: Raw -44102420.359893 + Penalty 4160.374432 = -44098259.985462
  nChanged 56
		SP:Iteration 86Q (56971.800000 sec): 3 clusters
  Score: Raw -44102430.963648 + Penalty 4160.374432 = -44098270.589216
  nChanged 53
		SP:Iteration 87Q (56973.270000 sec): 3 clusters
  Score: Raw -44102442.672562 + Penalty 4160.374432 = -44098282.298130
  nChanged 56
		SP:Iteration 88Q (56974.850000 sec): 3 clusters
  Score: Raw -44102454.740133 + Penalty 4160.374432 = -44098294.365701
  nChanged 45
		SP:Iteration 89Q (56976.450000 sec): 3 clusters
  Score: Raw -44102463.161577 + Penalty 4160.374432 = -44098302.787145
  nChanged 39
		SP:Iteration 90Q (56978.010000 sec): 3 clusters
  Score: Raw -44102471.876794 + Penalty 4160.374432 = -44098311.502363
  nChanged 38
		SP:Iteration 91Q (56979.450000 sec): 3 clusters
  Score: Raw -44102479.833887 + Penalty 4160.374432 = -44098319.459455
  nChanged 36
		SP:Iteration 92Q (56981.070000 sec): 3 clusters
  Score: Raw -44102487.330236 + Penalty 4160.374432 = -44098326.955804
  nChanged 37
		SP:Iteration 93Q (56982.770000 sec): 3 clusters
  Score: Raw -44102493.136820 + Penalty 4160.374432 = -44098332.762388
  nChanged 27
		SP:Iteration 94Q (56984.360000 sec): 3 clusters
  Score: Raw -44102498.709419 + Penalty 4160.374432 = -44098338.334987
  nChanged 20
		SP:Iteration 95Q (56985.990000 sec): 3 clusters
  Score: Raw -44102502.246357 + Penalty 4160.374432 = -44098341.871925
  nChanged 23
		SP:Iteration 96Q (56987.690000 sec): 3 clusters
  Score: Raw -44102506.189541 + Penalty 4160.374432 = -44098345.815109
  nChanged 20
		SP:Iteration 97Q (56989.210000 sec): 3 clusters
  Score: Raw -44102510.028574 + Penalty 4160.374432 = -44098349.654142
  nChanged 24
		SP:Iteration 98Q (56990.790000 sec): 3 clusters
  Score: Raw -44102514.275540 + Penalty 4160.374432 = -44098353.901108
  nChanged 24
		SP:Iteration 99Q (56992.740000 sec): 3 clusters
  Score: Raw -44102517.865784 + Penalty 4160.374432 = -44098357.491352
  nChanged 10
		SP:Iteration 100F (56994.580000 sec): 3 clusters
  Score: Raw -44102519.348312 + Penalty 4160.374432 = -44098358.973880
  nChanged 11
		SP:Iteration 101Q (56996.350000 sec): 3 clusters
  Score: Raw -44102520.903667 + Penalty 4160.374432 = -44098360.529235
  nChanged 13
		SP:Iteration 102Q (56997.970000 sec): 3 clusters
  Score: Raw -44102522.643037 + Penalty 4160.374432 = -44098362.268606
  nChanged 6
		SP:Iteration 103Q (56999.540000 sec): 3 clusters
  Score: Raw -44102523.397425 + Penalty 4160.374432 = -44098363.022993
  nChanged 8
		SP:Iteration 104Q (57001.170000 sec): 3 clusters
  Score: Raw -44102524.440058 + Penalty 4160.374432 = -44098364.065626
  nChanged 9
		SP:Iteration 105Q (57002.720000 sec): 3 clusters
  Score: Raw -44102525.674557 + Penalty 4160.374432 = -44098365.300125
  nChanged 12
		SP:Iteration 106Q (57004.390000 sec): 3 clusters
  Score: Raw -44102527.414284 + Penalty 4160.374432 = -44098367.039852
  nChanged 10
		SP:Iteration 107Q (57006.020000 sec): 3 clusters
  Score: Raw -44102528.759640 + Penalty 4160.374432 = -44098368.385209
  nChanged 8
		SP:Iteration 108Q (57007.530000 sec): 3 clusters
  Score: Raw -44102529.971950 + Penalty 4160.374432 = -44098369.597518
  nChanged 6
		SP:Iteration 109Q (57009.090000 sec): 3 clusters
  Score: Raw -44102530.670184 + Penalty 4160.374432 = -44098370.295753
  nChanged 3
		SP:Iteration 110Q (57010.660000 sec): 3 clusters
  Score: Raw -44102530.989537 + Penalty 4160.374432 = -44098370.615106
  nChanged 4
		SP:Iteration 111Q (57012.250000 sec): 3 clusters
  Score: Raw -44102531.365347 + Penalty 4160.374432 = -44098370.990916
  nChanged 1
		SP:Iteration 112Q (57013.790000 sec): 3 clusters
  Score: Raw -44102531.447417 + Penalty 4160.374432 = -44098371.072985
  nChanged 0
		SP:Iteration 113F (57015.420000 sec): 3 clusters
  Score: Raw -44102531.447417 + Penalty 4160.374432 = -44098371.072985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57015.720000 sec): 2 clusters
  Score: Raw -1619706.743891 + Penalty 1545.037531 = -1618161.706360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57015.960000 sec): 3 clusters
  Score: Raw -1611850.349662 + Penalty 3090.075062 = -1608760.274600
  nChanged 5965
		SP:Iteration 1F (57016.280000 sec): 3 clusters
  Score: Raw -1615260.332330 + Penalty 3090.075062 = -1612170.257267
  nChanged 876
		SP:Iteration 2F (57016.510000 sec): 3 clusters
  Score: Raw -1615717.953187 + Penalty 3090.075062 = -1612627.878124
  nChanged 728
		SP:Iteration 3F (57016.750000 sec): 3 clusters
  Score: Raw -1616138.382498 + Penalty 3090.075062 = -1613048.307435
  nChanged 718
		SP:Iteration 4F (57017.050000 sec): 3 clusters
  Score: Raw -1616526.629323 + Penalty 3090.075062 = -1613436.554261
  nChanged 673
		SP:Iteration 5Q (57017.290000 sec): 3 clusters
  Score: Raw -1616858.567981 + Penalty 3090.075062 = -1613768.492919
  nChanged 576
		SP:Iteration 6Q (57017.530000 sec): 3 clusters
  Score: Raw -1617107.625708 + Penalty 3090.075062 = -1614017.550646
  nChanged 540
		SP:Iteration 7Q (57017.770000 sec): 3 clusters
  Score: Raw -1617340.177229 + Penalty 3090.075062 = -1614250.102167
  nChanged 492
		SP:Iteration 8Q (57018.050000 sec): 3 clusters
  Score: Raw -1617535.515458 + Penalty 3090.075062 = -1614445.440395
  nChanged 441
		SP:Iteration 9Q (57018.290000 sec): 3 clusters
  Score: Raw -1617709.075476 + Penalty 3090.075062 = -1614619.000413
  nChanged 375
		SP:Iteration 10Q (57018.570000 sec): 3 clusters
  Score: Raw -1617837.026472 + Penalty 3090.075062 = -1614746.951410
  nChanged 306
		SP:Iteration 11Q (57018.820000 sec): 3 clusters
  Score: Raw -1617926.338458 + Penalty 3090.075062 = -1614836.263395
  nChanged 254
		SP:Iteration 12Q (57019.090000 sec): 3 clusters
  Score: Raw -1617996.930362 + Penalty 3090.075062 = -1614906.855300
  nChanged 247
		SP:Iteration 13Q (57019.310000 sec): 3 clusters
  Score: Raw -1618067.676503 + Penalty 3090.075062 = -1614977.601440
  nChanged 226
		SP:Iteration 14Q (57019.590000 sec): 3 clusters
  Score: Raw -1618135.961193 + Penalty 3090.075062 = -1615045.886131
  nChanged 235
		SP:Iteration 15Q (57019.810000 sec): 3 clusters
  Score: Raw -1618202.657992 + Penalty 3090.075062 = -1615112.582930
  nChanged 189
		SP:Iteration 16Q (57020.070000 sec): 3 clusters
  Score: Raw -1618255.429454 + Penalty 3090.075062 = -1615165.354392
  nChanged 161
		SP:Iteration 17Q (57020.320000 sec): 3 clusters
  Score: Raw -1618302.975257 + Penalty 3090.075062 = -1615212.900195
  nChanged 180
		SP:Iteration 18Q (57020.590000 sec): 3 clusters
  Score: Raw -1618356.218095 + Penalty 3090.075062 = -1615266.143033
  nChanged 171
		SP:Iteration 19Q (57020.790000 sec): 3 clusters
  Score: Raw -1618406.396348 + Penalty 3090.075062 = -1615316.321286
  nChanged 186
		SP:Iteration 20F (57021.000000 sec): 3 clusters
  Score: Raw -1618467.529124 + Penalty 3090.075062 = -1615377.454061
  nChanged 187
		SP:Iteration 21Q (57021.280000 sec): 3 clusters
  Score: Raw -1618524.883704 + Penalty 3090.075062 = -1615434.808642
  nChanged 182
		SP:Iteration 22Q (57021.490000 sec): 3 clusters
  Score: Raw -1618580.578611 + Penalty 3090.075062 = -1615490.503549
  nChanged 175
		SP:Iteration 23Q (57021.730000 sec): 3 clusters
  Score: Raw -1618627.125220 + Penalty 3090.075062 = -1615537.050157
  nChanged 156
		SP:Iteration 24Q (57021.930000 sec): 3 clusters
  Score: Raw -1618673.318553 + Penalty 3090.075062 = -1615583.243490
  nChanged 151
		SP:Iteration 25Q (57022.170000 sec): 3 clusters
  Score: Raw -1618708.745493 + Penalty 3090.075062 = -1615618.670430
  nChanged 119
		SP:Iteration 26Q (57022.440000 sec): 3 clusters
  Score: Raw -1618737.119219 + Penalty 3090.075062 = -1615647.044157
  nChanged 128
		SP:Iteration 27Q (57022.730000 sec): 3 clusters
  Score: Raw -1618771.398322 + Penalty 3090.075062 = -1615681.323260
  nChanged 118
		SP:Iteration 28Q (57023.000000 sec): 3 clusters
  Score: Raw -1618803.669177 + Penalty 3090.075062 = -1615713.594114
  nChanged 121
		SP:Iteration 29Q (57023.240000 sec): 3 clusters
  Score: Raw -1618834.472371 + Penalty 3090.075062 = -1615744.397308
  nChanged 135
		SP:Iteration 30Q (57023.500000 sec): 3 clusters
  Score: Raw -1618871.711803 + Penalty 3090.075062 = -1615781.636741
  nChanged 141
		SP:Iteration 31Q (57023.710000 sec): 3 clusters
  Score: Raw -1618908.773858 + Penalty 3090.075062 = -1615818.698796
  nChanged 119
		SP:Iteration 32Q (57023.960000 sec): 3 clusters
  Score: Raw -1618942.832345 + Penalty 3090.075062 = -1615852.757282
  nChanged 133
		SP:Iteration 33Q (57024.240000 sec): 3 clusters
  Score: Raw -1618991.941459 + Penalty 3090.075062 = -1615901.866397
  nChanged 152
		SP:Iteration 34Q (57024.490000 sec): 3 clusters
  Score: Raw -1619042.080238 + Penalty 3090.075062 = -1615952.005176
  nChanged 142
		SP:Iteration 35Q (57024.800000 sec): 3 clusters
  Score: Raw -1619088.740493 + Penalty 3090.075062 = -1615998.665431
  nChanged 137
		SP:Iteration 36Q (57025.060000 sec): 3 clusters
  Score: Raw -1619131.652572 + Penalty 3090.075062 = -1616041.577509
  nChanged 139
		SP:Iteration 37Q (57025.270000 sec): 3 clusters
  Score: Raw -1619172.210532 + Penalty 3090.075062 = -1616082.135469
  nChanged 144
		SP:Iteration 38Q (57025.490000 sec): 3 clusters
  Score: Raw -1619212.852207 + Penalty 3090.075062 = -1616122.777144
  nChanged 131
		SP:Iteration 39Q (57025.710000 sec): 3 clusters
  Score: Raw -1619246.582959 + Penalty 3090.075062 = -1616156.507896
  nChanged 119
		SP:Iteration 40F (57025.940000 sec): 3 clusters
  Score: Raw -1619277.010909 + Penalty 3090.075062 = -1616186.935847
  nChanged 114
		SP:Iteration 41Q (57026.150000 sec): 3 clusters
  Score: Raw -1619307.131039 + Penalty 3090.075062 = -1616217.055977
  nChanged 96
		SP:Iteration 42Q (57026.390000 sec): 3 clusters
  Score: Raw -1619328.991900 + Penalty 3090.075062 = -1616238.916838
  nChanged 95
		SP:Iteration 43Q (57026.660000 sec): 3 clusters
  Score: Raw -1619351.696735 + Penalty 3090.075062 = -1616261.621673
  nChanged 90
		SP:Iteration 44Q (57026.890000 sec): 3 clusters
  Score: Raw -1619373.501480 + Penalty 3090.075062 = -1616283.426418
  nChanged 88
		SP:Iteration 45Q (57027.160000 sec): 3 clusters
  Score: Raw -1619397.812054 + Penalty 3090.075062 = -1616307.736992
  nChanged 95
		SP:Iteration 46Q (57027.400000 sec): 3 clusters
  Score: Raw -1619423.743531 + Penalty 3090.075062 = -1616333.668468
  nChanged 95
		SP:Iteration 47Q (57027.630000 sec): 3 clusters
  Score: Raw -1619449.349694 + Penalty 3090.075062 = -1616359.274632
  nChanged 90
		SP:Iteration 48Q (57027.880000 sec): 3 clusters
  Score: Raw -1619472.283734 + Penalty 3090.075062 = -1616382.208671
  nChanged 79
		SP:Iteration 49Q (57028.090000 sec): 3 clusters
  Score: Raw -1619489.383733 + Penalty 3090.075062 = -1616399.308670
  nChanged 77
		SP:Iteration 50Q (57028.340000 sec): 3 clusters
  Score: Raw -1619506.153318 + Penalty 3090.075062 = -1616416.078255
  nChanged 72
		SP:Iteration 51Q (57028.600000 sec): 3 clusters
  Score: Raw -1619521.162036 + Penalty 3090.075062 = -1616431.086973
  nChanged 58
		SP:Iteration 52Q (57028.880000 sec): 3 clusters
  Score: Raw -1619533.473387 + Penalty 3090.075062 = -1616443.398324
  nChanged 59
		SP:Iteration 53Q (57029.130000 sec): 3 clusters
  Score: Raw -1619545.556364 + Penalty 3090.075062 = -1616455.481302
  nChanged 65
		SP:Iteration 54Q (57029.350000 sec): 3 clusters
  Score: Raw -1619559.254994 + Penalty 3090.075062 = -1616469.179932
  nChanged 61
		SP:Iteration 55Q (57029.580000 sec): 3 clusters
  Score: Raw -1619572.550774 + Penalty 3090.075062 = -1616482.475712
  nChanged 59
		SP:Iteration 56Q (57029.810000 sec): 3 clusters
  Score: Raw -1619584.150280 + Penalty 3090.075062 = -1616494.075217
  nChanged 44
		SP:Iteration 57Q (57030.020000 sec): 3 clusters
  Score: Raw -1619592.907283 + Penalty 3090.075062 = -1616502.832221
  nChanged 51
		SP:Iteration 58Q (57030.270000 sec): 3 clusters
  Score: Raw -1619603.191822 + Penalty 3090.075062 = -1616513.116759
  nChanged 53
		SP:Iteration 59Q (57030.530000 sec): 3 clusters
  Score: Raw -1619614.222478 + Penalty 3090.075062 = -1616524.147415
  nChanged 54
		SP:Iteration 60F (57030.790000 sec): 3 clusters
  Score: Raw -1619623.367854 + Penalty 3090.075062 = -1616533.292792
  nChanged 42
		SP:Iteration 61Q (57030.980000 sec): 3 clusters
  Score: Raw -1619630.176794 + Penalty 3090.075062 = -1616540.101732
  nChanged 37
		SP:Iteration 62Q (57031.230000 sec): 3 clusters
  Score: Raw -1619637.087871 + Penalty 3090.075062 = -1616547.012808
  nChanged 35
		SP:Iteration 63Q (57031.500000 sec): 3 clusters
  Score: Raw -1619643.611327 + Penalty 3090.075062 = -1616553.536264
  nChanged 30
		SP:Iteration 64Q (57031.730000 sec): 3 clusters
  Score: Raw -1619648.789329 + Penalty 3090.075062 = -1616558.714267
  nChanged 36
		SP:Iteration 65Q (57031.980000 sec): 3 clusters
  Score: Raw -1619655.832159 + Penalty 3090.075062 = -1616565.757097
  nChanged 28
		SP:Iteration 66Q (57032.260000 sec): 3 clusters
  Score: Raw -1619660.511088 + Penalty 3090.075062 = -1616570.436026
  nChanged 23
		SP:Iteration 67Q (57032.520000 sec): 3 clusters
  Score: Raw -1619664.624534 + Penalty 3090.075062 = -1616574.549471
  nChanged 26
		SP:Iteration 68Q (57032.740000 sec): 3 clusters
  Score: Raw -1619669.568867 + Penalty 3090.075062 = -1616579.493805
  nChanged 29
		SP:Iteration 69Q (57033.030000 sec): 3 clusters
  Score: Raw -1619675.542495 + Penalty 3090.075062 = -1616585.467433
  nChanged 34
		SP:Iteration 70Q (57033.260000 sec): 3 clusters
  Score: Raw -1619681.985369 + Penalty 3090.075062 = -1616591.910307
  nChanged 36
		SP:Iteration 71Q (57033.510000 sec): 3 clusters
  Score: Raw -1619688.434537 + Penalty 3090.075062 = -1616598.359474
  nChanged 36
		SP:Iteration 72Q (57033.740000 sec): 3 clusters
  Score: Raw -1619694.475917 + Penalty 3090.075062 = -1616604.400854
  nChanged 33
		SP:Iteration 73Q (57033.980000 sec): 3 clusters
  Score: Raw -1619700.995243 + Penalty 3090.075062 = -1616610.920181
  nChanged 30
		SP:Iteration 74Q (57034.280000 sec): 3 clusters
  Score: Raw -1619707.820528 + Penalty 3090.075062 = -1616617.745465
  nChanged 41
		SP:Iteration 75Q (57034.520000 sec): 3 clusters
  Score: Raw -1619715.190191 + Penalty 3090.075062 = -1616625.115128
  nChanged 28
		SP:Iteration 76Q (57034.820000 sec): 3 clusters
  Score: Raw -1619719.868379 + Penalty 3090.075062 = -1616629.793316
  nChanged 32
		SP:Iteration 77Q (57035.100000 sec): 3 clusters
  Score: Raw -1619726.669268 + Penalty 3090.075062 = -1616636.594206
  nChanged 39
		SP:Iteration 78Q (57035.340000 sec): 3 clusters
  Score: Raw -1619736.324317 + Penalty 3090.075062 = -1616646.249254
  nChanged 41
		SP:Iteration 79Q (57035.590000 sec): 3 clusters
  Score: Raw -1619747.781851 + Penalty 3090.075062 = -1616657.706788
  nChanged 45
		SP:Iteration 80F (57035.830000 sec): 3 clusters
  Score: Raw -1619758.410932 + Penalty 3090.075062 = -1616668.335870
  nChanged 44
		SP:Iteration 81Q (57036.080000 sec): 3 clusters
  Score: Raw -1619769.505361 + Penalty 3090.075062 = -1616679.430299
  nChanged 44
		SP:Iteration 82Q (57036.350000 sec): 3 clusters
  Score: Raw -1619781.706110 + Penalty 3090.075062 = -1616691.631048
  nChanged 42
		SP:Iteration 83Q (57036.650000 sec): 3 clusters
  Score: Raw -1619792.306239 + Penalty 3090.075062 = -1616702.231176
  nChanged 33
		SP:Iteration 84Q (57036.890000 sec): 3 clusters
  Score: Raw -1619799.864752 + Penalty 3090.075062 = -1616709.789690
  nChanged 32
		SP:Iteration 85Q (57037.170000 sec): 3 clusters
  Score: Raw -1619808.435352 + Penalty 3090.075062 = -1616718.360290
  nChanged 31
		SP:Iteration 86Q (57037.350000 sec): 3 clusters
  Score: Raw -1619817.376981 + Penalty 3090.075062 = -1616727.301919
  nChanged 28
		SP:Iteration 87Q (57037.600000 sec): 3 clusters
  Score: Raw -1619823.907590 + Penalty 3090.075062 = -1616733.832528
  nChanged 34
		SP:Iteration 88Q (57037.880000 sec): 3 clusters
  Score: Raw -1619833.588746 + Penalty 3090.075062 = -1616743.513683
  nChanged 39
		SP:Iteration 89Q (57038.100000 sec): 3 clusters
  Score: Raw -1619845.816266 + Penalty 3090.075062 = -1616755.741203
  nChanged 43
		SP:Iteration 90Q (57038.360000 sec): 3 clusters
  Score: Raw -1619857.186411 + Penalty 3090.075062 = -1616767.111348
  nChanged 39
		SP:Iteration 91Q (57038.610000 sec): 3 clusters
  Score: Raw -1619869.216978 + Penalty 3090.075062 = -1616779.141916
  nChanged 38
		SP:Iteration 92Q (57038.830000 sec): 3 clusters
  Score: Raw -1619879.061565 + Penalty 3090.075062 = -1616788.986502
  nChanged 28
		SP:Iteration 93Q (57039.080000 sec): 3 clusters
  Score: Raw -1619887.374554 + Penalty 3090.075062 = -1616797.299491
  nChanged 33
		SP:Iteration 94Q (57039.330000 sec): 3 clusters
  Score: Raw -1619899.037009 + Penalty 3090.075062 = -1616808.961946
  nChanged 30
		SP:Iteration 95Q (57039.610000 sec): 3 clusters
  Score: Raw -1619910.496324 + Penalty 3090.075062 = -1616820.421261
  nChanged 37
		SP:Iteration 96Q (57039.910000 sec): 3 clusters
  Score: Raw -1619921.746472 + Penalty 3090.075062 = -1616831.671409
  nChanged 30
		SP:Iteration 97Q (57040.140000 sec): 3 clusters
  Score: Raw -1619929.868478 + Penalty 3090.075062 = -1616839.793415
  nChanged 23
		SP:Iteration 98Q (57040.410000 sec): 3 clusters
  Score: Raw -1619936.658447 + Penalty 3090.075062 = -1616846.583384
  nChanged 15
		SP:Iteration 99Q (57040.690000 sec): 3 clusters
  Score: Raw -1619940.446812 + Penalty 3090.075062 = -1616850.371750
  nChanged 15
		SP:Iteration 100F (57040.930000 sec): 3 clusters
  Score: Raw -1619942.987807 + Penalty 3090.075062 = -1616852.912744
  nChanged 16
		SP:Iteration 101Q (57041.190000 sec): 3 clusters
  Score: Raw -1619946.472338 + Penalty 3090.075062 = -1616856.397275
  nChanged 19
		SP:Iteration 102Q (57041.410000 sec): 3 clusters
  Score: Raw -1619950.480832 + Penalty 3090.075062 = -1616860.405770
  nChanged 9
		SP:Iteration 103Q (57041.670000 sec): 3 clusters
  Score: Raw -1619951.767867 + Penalty 3090.075062 = -1616861.692804
  nChanged 8
		SP:Iteration 104Q (57041.930000 sec): 3 clusters
  Score: Raw -1619954.113990 + Penalty 3090.075062 = -1616864.038928
  nChanged 11
		SP:Iteration 105Q (57042.160000 sec): 3 clusters
  Score: Raw -1619956.817672 + Penalty 3090.075062 = -1616866.742610
  nChanged 10
		SP:Iteration 106Q (57042.400000 sec): 3 clusters
  Score: Raw -1619959.202663 + Penalty 3090.075062 = -1616869.127601
  nChanged 13
		SP:Iteration 107Q (57042.690000 sec): 3 clusters
  Score: Raw -1619962.891673 + Penalty 3090.075062 = -1616872.816610
  nChanged 15
		SP:Iteration 108Q (57042.930000 sec): 3 clusters
  Score: Raw -1619966.151882 + Penalty 3090.075062 = -1616876.076820
  nChanged 12
		SP:Iteration 109Q (57043.160000 sec): 3 clusters
  Score: Raw -1619968.381171 + Penalty 3090.075062 = -1616878.306109
  nChanged 8
		SP:Iteration 110Q (57043.400000 sec): 3 clusters
  Score: Raw -1619969.430234 + Penalty 3090.075062 = -1616879.355171
  nChanged 3
		SP:Iteration 111Q (57043.620000 sec): 3 clusters
  Score: Raw -1619969.752269 + Penalty 3090.075062 = -1616879.677207
  nChanged 1
		SP:Iteration 112Q (57043.850000 sec): 3 clusters
  Score: Raw -1619970.243304 + Penalty 3090.075062 = -1616880.168242
  nChanged 4
		SP:Iteration 113Q (57044.090000 sec): 3 clusters
  Score: Raw -1619971.563256 + Penalty 3090.075062 = -1616881.488194
  nChanged 5
		SP:Iteration 114Q (57044.300000 sec): 3 clusters
  Score: Raw -1619973.165025 + Penalty 3090.075062 = -1616883.089962
  nChanged 6
		SP:Iteration 115Q (57044.560000 sec): 3 clusters
  Score: Raw -1619974.802388 + Penalty 3090.075062 = -1616884.727325
  nChanged 6
		SP:Iteration 116Q (57044.840000 sec): 3 clusters
  Score: Raw -1619976.411640 + Penalty 3090.075062 = -1616886.336577
  nChanged 5
		SP:Iteration 117Q (57045.060000 sec): 3 clusters
  Score: Raw -1619977.566097 + Penalty 3090.075062 = -1616887.491035
  nChanged 6
		SP:Iteration 118Q (57045.290000 sec): 3 clusters
  Score: Raw -1619979.532172 + Penalty 3090.075062 = -1616889.457109
  nChanged 8
		SP:Iteration 119Q (57045.560000 sec): 3 clusters
  Score: Raw -1619982.533200 + Penalty 3090.075062 = -1616892.458138
  nChanged 7
		SP:Iteration 120F (57045.840000 sec): 3 clusters
  Score: Raw -1619984.362478 + Penalty 3090.075062 = -1616894.287416
  nChanged 7
		SP:Iteration 121Q (57046.080000 sec): 3 clusters
  Score: Raw -1619986.058450 + Penalty 3090.075062 = -1616895.983388
  nChanged 10
		SP:Iteration 122Q (57046.290000 sec): 3 clusters
  Score: Raw -1619988.701664 + Penalty 3090.075062 = -1616898.626602
  nChanged 10
		SP:Iteration 123Q (57046.560000 sec): 3 clusters
  Score: Raw -1619991.386243 + Penalty 3090.075062 = -1616901.311181
  nChanged 9
		SP:Iteration 124Q (57046.790000 sec): 3 clusters
  Score: Raw -1619993.635770 + Penalty 3090.075062 = -1616903.560708
  nChanged 7
		SP:Iteration 125Q (57047.060000 sec): 3 clusters
  Score: Raw -1619996.054566 + Penalty 3090.075062 = -1616905.979503
  nChanged 11
		SP:Iteration 126Q (57047.310000 sec): 3 clusters
  Score: Raw -1619998.601856 + Penalty 3090.075062 = -1616908.526794
  nChanged 8
		SP:Iteration 127Q (57047.550000 sec): 3 clusters
  Score: Raw -1620000.094345 + Penalty 3090.075062 = -1616910.019282
  nChanged 6
		SP:Iteration 128Q (57047.760000 sec): 3 clusters
  Score: Raw -1620000.948037 + Penalty 3090.075062 = -1616910.872974
  nChanged 5
		SP:Iteration 129Q (57047.990000 sec): 3 clusters
  Score: Raw -1620002.278593 + Penalty 3090.075062 = -1616912.203531
  nChanged 2
		SP:Iteration 130Q (57048.270000 sec): 3 clusters
  Score: Raw -1620002.917428 + Penalty 3090.075062 = -1616912.842366
  nChanged 6
		SP:Iteration 131Q (57048.500000 sec): 3 clusters
  Score: Raw -1620004.431940 + Penalty 3090.075062 = -1616914.356878
  nChanged 8
		SP:Iteration 132Q (57048.690000 sec): 3 clusters
  Score: Raw -1620006.796058 + Penalty 3090.075062 = -1616916.720996
  nChanged 10
		SP:Iteration 133Q (57048.890000 sec): 3 clusters
  Score: Raw -1620009.415903 + Penalty 3090.075062 = -1616919.340840
  nChanged 10
		SP:Iteration 134Q (57049.120000 sec): 3 clusters
  Score: Raw -1620012.227132 + Penalty 3090.075062 = -1616922.152070
  nChanged 8
		SP:Iteration 135Q (57049.340000 sec): 3 clusters
  Score: Raw -1620014.076050 + Penalty 3090.075062 = -1616924.000988
  nChanged 5
		SP:Iteration 136Q (57049.590000 sec): 3 clusters
  Score: Raw -1620015.691838 + Penalty 3090.075062 = -1616925.616775
  nChanged 7
		SP:Iteration 137Q (57049.790000 sec): 3 clusters
  Score: Raw -1620016.941781 + Penalty 3090.075062 = -1616926.866719
  nChanged 8
		SP:Iteration 138Q (57050.030000 sec): 3 clusters
  Score: Raw -1620018.636191 + Penalty 3090.075062 = -1616928.561129
  nChanged 8
		SP:Iteration 139Q (57050.220000 sec): 3 clusters
  Score: Raw -1620021.568266 + Penalty 3090.075062 = -1616931.493203
  nChanged 11
		SP:Iteration 140F (57050.490000 sec): 3 clusters
  Score: Raw -1620025.239908 + Penalty 3090.075062 = -1616935.164846
  nChanged 10
		SP:Iteration 141Q (57050.700000 sec): 3 clusters
  Score: Raw -1620028.837935 + Penalty 3090.075062 = -1616938.762872
  nChanged 13
		SP:Iteration 142Q (57050.950000 sec): 3 clusters
  Score: Raw -1620033.260086 + Penalty 3090.075062 = -1616943.185024
  nChanged 12
		SP:Iteration 143Q (57051.150000 sec): 3 clusters
  Score: Raw -1620037.857476 + Penalty 3090.075062 = -1616947.782414
  nChanged 9
		SP:Iteration 144Q (57051.430000 sec): 3 clusters
  Score: Raw -1620040.377537 + Penalty 3090.075062 = -1616950.302474
  nChanged 6
		SP:Iteration 145Q (57051.630000 sec): 3 clusters
  Score: Raw -1620042.107551 + Penalty 3090.075062 = -1616952.032488
  nChanged 7
		SP:Iteration 146Q (57051.870000 sec): 3 clusters
  Score: Raw -1620044.823215 + Penalty 3090.075062 = -1616954.748153
  nChanged 6
		SP:Iteration 147Q (57052.140000 sec): 3 clusters
  Score: Raw -1620046.236936 + Penalty 3090.075062 = -1616956.161874
  nChanged 1
		SP:Iteration 148Q (57052.380000 sec): 3 clusters
  Score: Raw -1620046.349740 + Penalty 3090.075062 = -1616956.274677
  nChanged 1
		SP:Iteration 149Q (57052.620000 sec): 3 clusters
  Score: Raw -1620046.477892 + Penalty 3090.075062 = -1616956.402830
  nChanged 1
		SP:Iteration 150Q (57052.850000 sec): 3 clusters
  Score: Raw -1620046.952587 + Penalty 3090.075062 = -1616956.877525
  nChanged 1
		SP:Iteration 151Q (57053.120000 sec): 3 clusters
  Score: Raw -1620047.183469 + Penalty 3090.075062 = -1616957.108407
  nChanged 2
		SP:Iteration 152Q (57053.370000 sec): 3 clusters
  Score: Raw -1620047.355368 + Penalty 3090.075062 = -1616957.280306
  nChanged 0
		SP:Iteration 153F (57053.650000 sec): 3 clusters
  Score: Raw -1620047.355368 + Penalty 3090.075062 = -1616957.280306
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (41691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57053.940000 sec): 2 clusters
  Score: Raw -4732786.719863 + Penalty 1728.681591 = -4731058.038273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57054.340000 sec): 3 clusters
  Score: Raw -4706503.084371 + Penalty 3457.363181 = -4703045.721190
  nChanged 19605
		SP:Iteration 1F (57054.740000 sec): 3 clusters
  Score: Raw -4717947.194129 + Penalty 3457.363181 = -4714489.830948
  nChanged 2348
		SP:Iteration 2F (57055.120000 sec): 3 clusters
  Score: Raw -4719059.071241 + Penalty 3457.363181 = -4715601.708060
  nChanged 2514
		SP:Iteration 3F (57055.520000 sec): 3 clusters
  Score: Raw -4720611.623698 + Penalty 3457.363181 = -4717154.260517
  nChanged 2840
		SP:Iteration 4F (57055.960000 sec): 3 clusters
  Score: Raw -4722763.435669 + Penalty 3457.363181 = -4719306.072488
  nChanged 3067
		SP:Iteration 5F (57056.370000 sec): 3 clusters
  Score: Raw -4725111.706135 + Penalty 3457.363181 = -4721654.342954
  nChanged 2820
		SP:Iteration 6F (57056.680000 sec): 3 clusters
  Score: Raw -4727140.069471 + Penalty 3457.363181 = -4723682.706290
  nChanged 2411
		SP:Iteration 7F (57057.060000 sec): 3 clusters
  Score: Raw -4728669.764524 + Penalty 3457.363181 = -4725212.401342
  nChanged 1845
		SP:Iteration 8Q (57057.430000 sec): 3 clusters
  Score: Raw -4729579.256940 + Penalty 3457.363181 = -4726121.893759
  nChanged 1330
		SP:Iteration 9Q (57057.860000 sec): 3 clusters
  Score: Raw -4730074.046171 + Penalty 3457.363181 = -4726616.682990
  nChanged 949
		SP:Iteration 10Q (57058.220000 sec): 3 clusters
  Score: Raw -4730378.393921 + Penalty 3457.363181 = -4726921.030740
  nChanged 737
		SP:Iteration 11Q (57058.620000 sec): 3 clusters
  Score: Raw -4730598.504600 + Penalty 3457.363181 = -4727141.141419
  nChanged 647
		SP:Iteration 12Q (57058.960000 sec): 3 clusters
  Score: Raw -4730790.338355 + Penalty 3457.363181 = -4727332.975174
  nChanged 616
		SP:Iteration 13Q (57059.340000 sec): 3 clusters
  Score: Raw -4730948.439843 + Penalty 3457.363181 = -4727491.076662
  nChanged 499
		SP:Iteration 14Q (57059.720000 sec): 3 clusters
  Score: Raw -4731067.550676 + Penalty 3457.363181 = -4727610.187495
  nChanged 460
		SP:Iteration 15Q (57060.050000 sec): 3 clusters
  Score: Raw -4731174.020481 + Penalty 3457.363181 = -4727716.657300
  nChanged 422
		SP:Iteration 16Q (57060.450000 sec): 3 clusters
  Score: Raw -4731266.115823 + Penalty 3457.363181 = -4727808.752642
  nChanged 400
		SP:Iteration 17Q (57060.850000 sec): 3 clusters
  Score: Raw -4731341.786403 + Penalty 3457.363181 = -4727884.423222
  nChanged 360
		SP:Iteration 18Q (57061.280000 sec): 3 clusters
  Score: Raw -4731402.999848 + Penalty 3457.363181 = -4727945.636667
  nChanged 313
		SP:Iteration 19Q (57061.680000 sec): 3 clusters
  Score: Raw -4731453.630156 + Penalty 3457.363181 = -4727996.266975
  nChanged 270
		SP:Iteration 20F (57062.090000 sec): 3 clusters
  Score: Raw -4731490.350640 + Penalty 3457.363181 = -4728032.987459
  nChanged 246
		SP:Iteration 21Q (57062.480000 sec): 3 clusters
  Score: Raw -4731521.543216 + Penalty 3457.363181 = -4728064.180035
  nChanged 231
		SP:Iteration 22Q (57062.900000 sec): 3 clusters
  Score: Raw -4731550.279473 + Penalty 3457.363181 = -4728092.916292
  nChanged 218
		SP:Iteration 23Q (57063.340000 sec): 3 clusters
  Score: Raw -4731577.018162 + Penalty 3457.363181 = -4728119.654981
  nChanged 192
		SP:Iteration 24Q (57063.730000 sec): 3 clusters
  Score: Raw -4731597.380622 + Penalty 3457.363181 = -4728140.017441
  nChanged 166
		SP:Iteration 25Q (57064.110000 sec): 3 clusters
  Score: Raw -4731614.092279 + Penalty 3457.363181 = -4728156.729098
  nChanged 151
		SP:Iteration 26Q (57064.490000 sec): 3 clusters
  Score: Raw -4731627.440060 + Penalty 3457.363181 = -4728170.076879
  nChanged 147
		SP:Iteration 27Q (57064.900000 sec): 3 clusters
  Score: Raw -4731640.299886 + Penalty 3457.363181 = -4728182.936704
  nChanged 117
		SP:Iteration 28Q (57065.250000 sec): 3 clusters
  Score: Raw -4731649.530851 + Penalty 3457.363181 = -4728192.167670
  nChanged 99
		SP:Iteration 29Q (57065.650000 sec): 3 clusters
  Score: Raw -4731656.108466 + Penalty 3457.363181 = -4728198.745285
  nChanged 92
		SP:Iteration 30Q (57066.070000 sec): 3 clusters
  Score: Raw -4731661.826066 + Penalty 3457.363181 = -4728204.462885
  nChanged 79
		SP:Iteration 31Q (57066.460000 sec): 3 clusters
  Score: Raw -4731665.865953 + Penalty 3457.363181 = -4728208.502772
  nChanged 65
		SP:Iteration 32Q (57066.910000 sec): 3 clusters
  Score: Raw -4731669.367474 + Penalty 3457.363181 = -4728212.004293
  nChanged 57
		SP:Iteration 33Q (57067.360000 sec): 3 clusters
  Score: Raw -4731673.124847 + Penalty 3457.363181 = -4728215.761666
  nChanged 67
		SP:Iteration 34Q (57067.740000 sec): 3 clusters
  Score: Raw -4731677.628349 + Penalty 3457.363181 = -4728220.265168
  nChanged 75
		SP:Iteration 35Q (57068.200000 sec): 3 clusters
  Score: Raw -4731682.291229 + Penalty 3457.363181 = -4728224.928048
  nChanged 78
		SP:Iteration 36Q (57068.640000 sec): 3 clusters
  Score: Raw -4731687.067518 + Penalty 3457.363181 = -4728229.704337
  nChanged 74
		SP:Iteration 37Q (57069.010000 sec): 3 clusters
  Score: Raw -4731691.518285 + Penalty 3457.363181 = -4728234.155104
  nChanged 63
		SP:Iteration 38Q (57069.430000 sec): 3 clusters
  Score: Raw -4731695.439099 + Penalty 3457.363181 = -4728238.075918
  nChanged 56
		SP:Iteration 39Q (57069.810000 sec): 3 clusters
  Score: Raw -4731698.537876 + Penalty 3457.363181 = -4728241.174695
  nChanged 53
		SP:Iteration 40F (57070.260000 sec): 3 clusters
  Score: Raw -4731701.019669 + Penalty 3457.363181 = -4728243.656488
  nChanged 49
		SP:Iteration 41Q (57070.600000 sec): 3 clusters
  Score: Raw -4731703.636264 + Penalty 3457.363181 = -4728246.273083
  nChanged 50
		SP:Iteration 42Q (57071.010000 sec): 3 clusters
  Score: Raw -4731705.935893 + Penalty 3457.363181 = -4728248.572712
  nChanged 38
		SP:Iteration 43Q (57071.410000 sec): 3 clusters
  Score: Raw -4731707.583126 + Penalty 3457.363181 = -4728250.219945
  nChanged 34
		SP:Iteration 44Q (57071.890000 sec): 3 clusters
  Score: Raw -4731709.147180 + Penalty 3457.363181 = -4728251.783999
  nChanged 39
		SP:Iteration 45Q (57072.300000 sec): 3 clusters
  Score: Raw -4731710.853915 + Penalty 3457.363181 = -4728253.490734
  nChanged 39
		SP:Iteration 46Q (57072.690000 sec): 3 clusters
  Score: Raw -4731712.785917 + Penalty 3457.363181 = -4728255.422736
  nChanged 42
		SP:Iteration 47Q (57073.110000 sec): 3 clusters
  Score: Raw -4731714.779604 + Penalty 3457.363181 = -4728257.416423
  nChanged 36
		SP:Iteration 48Q (57073.450000 sec): 3 clusters
  Score: Raw -4731716.205962 + Penalty 3457.363181 = -4728258.842781
  nChanged 40
		SP:Iteration 49Q (57073.770000 sec): 3 clusters
  Score: Raw -4731718.007172 + Penalty 3457.363181 = -4728260.643991
  nChanged 44
		SP:Iteration 50Q (57074.150000 sec): 3 clusters
  Score: Raw -4731719.475011 + Penalty 3457.363181 = -4728262.111830
  nChanged 36
		SP:Iteration 51Q (57074.580000 sec): 3 clusters
  Score: Raw -4731720.987798 + Penalty 3457.363181 = -4728263.624617
  nChanged 39
		SP:Iteration 52Q (57074.970000 sec): 3 clusters
  Score: Raw -4731722.685134 + Penalty 3457.363181 = -4728265.321953
  nChanged 35
		SP:Iteration 53Q (57075.410000 sec): 3 clusters
  Score: Raw -4731724.137999 + Penalty 3457.363181 = -4728266.774818
  nChanged 32
		SP:Iteration 54Q (57075.780000 sec): 3 clusters
  Score: Raw -4731725.412094 + Penalty 3457.363181 = -4728268.048913
  nChanged 31
		SP:Iteration 55Q (57076.200000 sec): 3 clusters
  Score: Raw -4731727.179583 + Penalty 3457.363181 = -4728269.816402
  nChanged 30
		SP:Iteration 56Q (57076.590000 sec): 3 clusters
  Score: Raw -4731728.511130 + Penalty 3457.363181 = -4728271.147948
  nChanged 31
		SP:Iteration 57Q (57077.050000 sec): 3 clusters
  Score: Raw -4731729.655305 + Penalty 3457.363181 = -4728272.292124
  nChanged 24
		SP:Iteration 58Q (57077.450000 sec): 3 clusters
  Score: Raw -4731730.546636 + Penalty 3457.363181 = -4728273.183455
  nChanged 21
		SP:Iteration 59Q (57077.860000 sec): 3 clusters
  Score: Raw -4731731.401814 + Penalty 3457.363181 = -4728274.038633
  nChanged 27
		SP:Iteration 60F (57078.210000 sec): 3 clusters
  Score: Raw -4731732.489742 + Penalty 3457.363181 = -4728275.126561
  nChanged 27
		SP:Iteration 61Q (57078.560000 sec): 3 clusters
  Score: Raw -4731733.685683 + Penalty 3457.363181 = -4728276.322502
  nChanged 32
		SP:Iteration 62Q (57078.910000 sec): 3 clusters
  Score: Raw -4731734.842487 + Penalty 3457.363181 = -4728277.479306
  nChanged 22
		SP:Iteration 63Q (57079.320000 sec): 3 clusters
  Score: Raw -4731735.493761 + Penalty 3457.363181 = -4728278.130580
  nChanged 17
		SP:Iteration 64Q (57079.720000 sec): 3 clusters
  Score: Raw -4731736.003702 + Penalty 3457.363181 = -4728278.640521
  nChanged 16
		SP:Iteration 65Q (57080.080000 sec): 3 clusters
  Score: Raw -4731736.487395 + Penalty 3457.363181 = -4728279.124214
  nChanged 19
		SP:Iteration 66Q (57080.460000 sec): 3 clusters
  Score: Raw -4731736.992860 + Penalty 3457.363181 = -4728279.629679
  nChanged 15
		SP:Iteration 67Q (57080.920000 sec): 3 clusters
  Score: Raw -4731737.337575 + Penalty 3457.363181 = -4728279.974394
  nChanged 15
		SP:Iteration 68Q (57081.280000 sec): 3 clusters
  Score: Raw -4731737.801293 + Penalty 3457.363181 = -4728280.438112
  nChanged 20
		SP:Iteration 69Q (57081.750000 sec): 3 clusters
  Score: Raw -4731738.462264 + Penalty 3457.363181 = -4728281.099083
  nChanged 18
		SP:Iteration 70Q (57082.180000 sec): 3 clusters
  Score: Raw -4731739.181187 + Penalty 3457.363181 = -4728281.818006
  nChanged 27
		SP:Iteration 71Q (57082.570000 sec): 3 clusters
  Score: Raw -4731740.245202 + Penalty 3457.363181 = -4728282.882021
  nChanged 24
		SP:Iteration 72Q (57082.990000 sec): 3 clusters
  Score: Raw -4731741.134735 + Penalty 3457.363181 = -4728283.771554
  nChanged 30
		SP:Iteration 73Q (57083.350000 sec): 3 clusters
  Score: Raw -4731742.324177 + Penalty 3457.363181 = -4728284.960996
  nChanged 31
		SP:Iteration 74Q (57083.770000 sec): 3 clusters
  Score: Raw -4731743.275737 + Penalty 3457.363181 = -4728285.912556
  nChanged 30
		SP:Iteration 75Q (57084.170000 sec): 3 clusters
  Score: Raw -4731744.286828 + Penalty 3457.363181 = -4728286.923647
  nChanged 28
		SP:Iteration 76Q (57084.550000 sec): 3 clusters
  Score: Raw -4731745.500661 + Penalty 3457.363181 = -4728288.137480
  nChanged 33
		SP:Iteration 77Q (57084.950000 sec): 3 clusters
  Score: Raw -4731746.888910 + Penalty 3457.363181 = -4728289.525728
  nChanged 30
		SP:Iteration 78Q (57085.340000 sec): 3 clusters
  Score: Raw -4731748.133662 + Penalty 3457.363181 = -4728290.770480
  nChanged 35
		SP:Iteration 79Q (57085.720000 sec): 3 clusters
  Score: Raw -4731749.583789 + Penalty 3457.363181 = -4728292.220608
  nChanged 37
		SP:Iteration 80F (57086.050000 sec): 3 clusters
  Score: Raw -4731751.357839 + Penalty 3457.363181 = -4728293.994658
  nChanged 37
		SP:Iteration 81Q (57086.530000 sec): 3 clusters
  Score: Raw -4731752.930547 + Penalty 3457.363181 = -4728295.567366
  nChanged 39
		SP:Iteration 82Q (57086.960000 sec): 3 clusters
  Score: Raw -4731755.136372 + Penalty 3457.363181 = -4728297.773191
  nChanged 48
		SP:Iteration 83Q (57087.360000 sec): 3 clusters
  Score: Raw -4731757.821247 + Penalty 3457.363181 = -4728300.458066
  nChanged 50
		SP:Iteration 84Q (57087.750000 sec): 3 clusters
  Score: Raw -4731760.773074 + Penalty 3457.363181 = -4728303.409893
  nChanged 56
		SP:Iteration 85Q (57088.200000 sec): 3 clusters
  Score: Raw -4731764.172243 + Penalty 3457.363181 = -4728306.809062
  nChanged 67
		SP:Iteration 86Q (57088.630000 sec): 3 clusters
  Score: Raw -4731769.003529 + Penalty 3457.363181 = -4728311.640348
  nChanged 71
		SP:Iteration 87Q (57089.010000 sec): 3 clusters
  Score: Raw -4731773.297840 + Penalty 3457.363181 = -4728315.934659
  nChanged 64
		SP:Iteration 88Q (57089.430000 sec): 3 clusters
  Score: Raw -4731777.643647 + Penalty 3457.363181 = -4728320.280466
  nChanged 71
		SP:Iteration 89Q (57089.820000 sec): 3 clusters
  Score: Raw -4731782.504999 + Penalty 3457.363181 = -4728325.141818
  nChanged 65
		SP:Iteration 90Q (57090.210000 sec): 3 clusters
  Score: Raw -4731787.362994 + Penalty 3457.363181 = -4728329.999813
  nChanged 67
		SP:Iteration 91Q (57090.620000 sec): 3 clusters
  Score: Raw -4731792.566094 + Penalty 3457.363181 = -4728335.202913
  nChanged 68
		SP:Iteration 92Q (57090.970000 sec): 3 clusters
  Score: Raw -4731796.979715 + Penalty 3457.363181 = -4728339.616534
  nChanged 67
		SP:Iteration 93Q (57091.340000 sec): 3 clusters
  Score: Raw -4731801.034682 + Penalty 3457.363181 = -4728343.671501
  nChanged 52
		SP:Iteration 94Q (57091.750000 sec): 3 clusters
  Score: Raw -4731803.529578 + Penalty 3457.363181 = -4728346.166397
  nChanged 45
		SP:Iteration 95Q (57092.190000 sec): 3 clusters
  Score: Raw -4731806.088818 + Penalty 3457.363181 = -4728348.725637
  nChanged 56
		SP:Iteration 96Q (57092.550000 sec): 3 clusters
  Score: Raw -4731810.190203 + Penalty 3457.363181 = -4728352.827022
  nChanged 64
		SP:Iteration 97Q (57092.960000 sec): 3 clusters
  Score: Raw -4731815.444197 + Penalty 3457.363181 = -4728358.081016
  nChanged 79
		SP:Iteration 98Q (57093.330000 sec): 3 clusters
  Score: Raw -4731821.084657 + Penalty 3457.363181 = -4728363.721476
  nChanged 81
		SP:Iteration 99Q (57093.760000 sec): 3 clusters
  Score: Raw -4731827.285425 + Penalty 3457.363181 = -4728369.922244
  nChanged 88
		SP:Iteration 100F (57094.180000 sec): 3 clusters
  Score: Raw -4731833.208472 + Penalty 3457.363181 = -4728375.845291
  nChanged 84
		SP:Iteration 101Q (57094.610000 sec): 3 clusters
  Score: Raw -4731840.341435 + Penalty 3457.363181 = -4728382.978254
  nChanged 85
		SP:Iteration 102Q (57094.980000 sec): 3 clusters
  Score: Raw -4731846.654066 + Penalty 3457.363181 = -4728389.290885
  nChanged 94
		SP:Iteration 103Q (57095.410000 sec): 3 clusters
  Score: Raw -4731853.298922 + Penalty 3457.363181 = -4728395.935741
  nChanged 100
		SP:Iteration 104Q (57095.780000 sec): 3 clusters
  Score: Raw -4731860.837991 + Penalty 3457.363181 = -4728403.474809
  nChanged 101
		SP:Iteration 105Q (57096.170000 sec): 3 clusters
  Score: Raw -4731867.817475 + Penalty 3457.363181 = -4728410.454294
  nChanged 84
		SP:Iteration 106Q (57096.600000 sec): 3 clusters
  Score: Raw -4731873.774813 + Penalty 3457.363181 = -4728416.411632
  nChanged 91
		SP:Iteration 107Q (57097.070000 sec): 3 clusters
  Score: Raw -4731880.603508 + Penalty 3457.363181 = -4728423.240327
  nChanged 76
		SP:Iteration 108Q (57097.490000 sec): 3 clusters
  Score: Raw -4731885.697098 + Penalty 3457.363181 = -4728428.333917
  nChanged 59
		SP:Iteration 109Q (57097.840000 sec): 3 clusters
  Score: Raw -4731889.651525 + Penalty 3457.363181 = -4728432.288344
  nChanged 65
		SP:Iteration 110Q (57098.200000 sec): 3 clusters
  Score: Raw -4731894.235648 + Penalty 3457.363181 = -4728436.872467
  nChanged 64
		SP:Iteration 111Q (57098.620000 sec): 3 clusters
  Score: Raw -4731898.781675 + Penalty 3457.363181 = -4728441.418494
  nChanged 80
		SP:Iteration 112Q (57099.020000 sec): 3 clusters
  Score: Raw -4731904.817349 + Penalty 3457.363181 = -4728447.454168
  nChanged 79
		SP:Iteration 113Q (57099.510000 sec): 3 clusters
  Score: Raw -4731910.424658 + Penalty 3457.363181 = -4728453.061477
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		SP:Iteration 114Q (57100.020000 sec): 3 clusters
  Score: Raw -4731915.269623 + Penalty 3457.363181 = -4728457.906442
  nChanged 62
		SP:Iteration 115Q (57100.500000 sec): 3 clusters
  Score: Raw -4731919.169666 + Penalty 3457.363181 = -4728461.806485
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		SP:Iteration 116Q (57100.900000 sec): 3 clusters
  Score: Raw -4731923.674241 + Penalty 3457.363181 = -4728466.311060
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		SP:Iteration 117Q (57101.280000 sec): 3 clusters
  Score: Raw -4731928.183482 + Penalty 3457.363181 = -4728470.820301
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		SP:Iteration 118Q (57101.650000 sec): 3 clusters
  Score: Raw -4731932.627492 + Penalty 3457.363181 = -4728475.264311
  nChanged 59
		SP:Iteration 119Q (57102.100000 sec): 3 clusters
  Score: Raw -4731937.466863 + Penalty 3457.363181 = -4728480.103682
  nChanged 70
		SP:Iteration 120F (57102.490000 sec): 3 clusters
  Score: Raw -4731942.033385 + Penalty 3457.363181 = -4728484.670204
  nChanged 68
		SP:Iteration 121Q (57102.890000 sec): 3 clusters
  Score: Raw -4731946.901939 + Penalty 3457.363181 = -4728489.538758
  nChanged 80
		SP:Iteration 122Q (57103.290000 sec): 3 clusters
  Score: Raw -4731952.355528 + Penalty 3457.363181 = -4728494.992347
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		SP:Iteration 123Q (57103.650000 sec): 3 clusters
  Score: Raw -4731956.989211 + Penalty 3457.363181 = -4728499.626030
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		SP:Iteration 124Q (57104.060000 sec): 3 clusters
  Score: Raw -4731961.957753 + Penalty 3457.363181 = -4728504.594572
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		SP:Iteration 125Q (57104.410000 sec): 3 clusters
  Score: Raw -4731966.769951 + Penalty 3457.363181 = -4728509.406770
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		SP:Iteration 126Q (57104.820000 sec): 3 clusters
  Score: Raw -4731971.931573 + Penalty 3457.363181 = -4728514.568392
  nChanged 90
		SP:Iteration 127Q (57105.210000 sec): 3 clusters
  Score: Raw -4731980.475840 + Penalty 3457.363181 = -4728523.112658
  nChanged 95
		SP:Iteration 128Q (57105.630000 sec): 3 clusters
  Score: Raw -4731987.904452 + Penalty 3457.363181 = -4728530.541271
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		SP:Iteration 129Q (57106.010000 sec): 3 clusters
  Score: Raw -4731993.972565 + Penalty 3457.363181 = -4728536.609383
  nChanged 81
		SP:Iteration 130Q (57106.390000 sec): 3 clusters
  Score: Raw -4732001.114441 + Penalty 3457.363181 = -4728543.751260
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		SP:Iteration 131Q (57106.790000 sec): 3 clusters
  Score: Raw -4732011.646550 + Penalty 3457.363181 = -4728554.283369
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		SP:Iteration 132Q (57107.150000 sec): 3 clusters
  Score: Raw -4732024.418209 + Penalty 3457.363181 = -4728567.055028
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		SP:Iteration 133Q (57107.520000 sec): 3 clusters
  Score: Raw -4732037.095543 + Penalty 3457.363181 = -4728579.732362
  nChanged 131
		SP:Iteration 134Q (57107.920000 sec): 3 clusters
  Score: Raw -4732048.867620 + Penalty 3457.363181 = -4728591.504439
  nChanged 129
		SP:Iteration 135Q (57108.300000 sec): 3 clusters
  Score: Raw -4732060.360079 + Penalty 3457.363181 = -4728602.996898
  nChanged 130
		SP:Iteration 136Q (57108.700000 sec): 3 clusters
  Score: Raw -4732074.651538 + Penalty 3457.363181 = -4728617.288357
  nChanged 138
		SP:Iteration 137Q (57109.080000 sec): 3 clusters
  Score: Raw -4732090.461205 + Penalty 3457.363181 = -4728633.098024
  nChanged 138
		SP:Iteration 138Q (57109.520000 sec): 3 clusters
  Score: Raw -4732106.257490 + Penalty 3457.363181 = -4728648.894309
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		SP:Iteration 139Q (57109.910000 sec): 3 clusters
  Score: Raw -4732121.456769 + Penalty 3457.363181 = -4728664.093588
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		SP:Iteration 140F (57110.330000 sec): 3 clusters
  Score: Raw -4732136.923777 + Penalty 3457.363181 = -4728679.560596
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		SP:Iteration 141Q (57110.670000 sec): 3 clusters
  Score: Raw -4732156.719927 + Penalty 3457.363181 = -4728699.356746
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		SP:Iteration 142Q (57111.060000 sec): 3 clusters
  Score: Raw -4732175.038324 + Penalty 3457.363181 = -4728717.675143
  nChanged 146
		SP:Iteration 143Q (57111.480000 sec): 3 clusters
  Score: Raw -4732193.531020 + Penalty 3457.363181 = -4728736.167838
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		SP:Iteration 144Q (57111.860000 sec): 3 clusters
  Score: Raw -4732212.388685 + Penalty 3457.363181 = -4728755.025503
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		SP:Iteration 145Q (57112.240000 sec): 3 clusters
  Score: Raw -4732230.180869 + Penalty 3457.363181 = -4728772.817688
  nChanged 146
		SP:Iteration 146Q (57112.610000 sec): 3 clusters
  Score: Raw -4732248.946963 + Penalty 3457.363181 = -4728791.583782
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		SP:Iteration 147Q (57113.020000 sec): 3 clusters
  Score: Raw -4732267.837883 + Penalty 3457.363181 = -4728810.474702
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		SP:Iteration 148Q (57113.480000 sec): 3 clusters
  Score: Raw -4732293.488776 + Penalty 3457.363181 = -4728836.125595
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		SP:Iteration 149Q (57113.870000 sec): 3 clusters
  Score: Raw -4732321.878858 + Penalty 3457.363181 = -4728864.515677
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		SP:Iteration 150Q (57114.300000 sec): 3 clusters
  Score: Raw -4732348.457312 + Penalty 3457.363181 = -4728891.094131
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		SP:Iteration 151Q (57114.680000 sec): 3 clusters
  Score: Raw -4732377.751593 + Penalty 3457.363181 = -4728920.388412
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		SP:Iteration 152Q (57115.080000 sec): 3 clusters
  Score: Raw -4732410.669744 + Penalty 3457.363181 = -4728953.306563
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		SP:Iteration 153Q (57115.490000 sec): 3 clusters
  Score: Raw -4732440.946994 + Penalty 3457.363181 = -4728983.583813
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		SP:Iteration 154Q (57115.940000 sec): 3 clusters
  Score: Raw -4732465.054925 + Penalty 3457.363181 = -4729007.691744
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		SP:Iteration 155Q (57116.330000 sec): 3 clusters
  Score: Raw -4732486.943388 + Penalty 3457.363181 = -4729029.580207
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		SP:Iteration 156Q (57116.710000 sec): 3 clusters
  Score: Raw -4732513.388608 + Penalty 3457.363181 = -4729056.025427
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		SP:Iteration 157Q (57117.050000 sec): 3 clusters
  Score: Raw -4732537.007683 + Penalty 3457.363181 = -4729079.644502
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		SP:Iteration 158Q (57117.400000 sec): 3 clusters
  Score: Raw -4732561.832913 + Penalty 3457.363181 = -4729104.469732
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		SP:Iteration 159Q (57117.770000 sec): 3 clusters
  Score: Raw -4732585.064211 + Penalty 3457.363181 = -4729127.701030
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		SP:Iteration 160F (57118.080000 sec): 3 clusters
  Score: Raw -4732603.966175 + Penalty 3457.363181 = -4729146.602994
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		SP:Iteration 161Q (57118.450000 sec): 3 clusters
  Score: Raw -4732621.864588 + Penalty 3457.363181 = -4729164.501407
  nChanged 123
		SP:Iteration 162Q (57118.880000 sec): 3 clusters
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		SP:Iteration 163Q (57119.270000 sec): 3 clusters
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		SP:Iteration 164Q (57119.650000 sec): 3 clusters
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		SP:Iteration 165Q (57120.020000 sec): 3 clusters
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		SP:Iteration 166Q (57120.380000 sec): 3 clusters
  Score: Raw -4732701.202832 + Penalty 3457.363181 = -4729243.839650
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		SP:Iteration 167Q (57120.800000 sec): 3 clusters
  Score: Raw -4732717.325280 + Penalty 3457.363181 = -4729259.962099
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		SP:Iteration 168Q (57121.180000 sec): 3 clusters
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		SP:Iteration 171Q (57122.320000 sec): 3 clusters
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		SP:Iteration 173Q (57123.100000 sec): 3 clusters
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		SP:Iteration 180F (57125.780000 sec): 3 clusters
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		SP:Iteration 181Q (57126.230000 sec): 3 clusters
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		SP:Iteration 186Q (57128.100000 sec): 3 clusters
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		SP:Iteration 187Q (57128.490000 sec): 3 clusters
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		SP:Iteration 188Q (57128.820000 sec): 3 clusters
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		SP:Iteration 189Q (57129.200000 sec): 3 clusters
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		SP:Iteration 190Q (57129.510000 sec): 3 clusters
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		SP:Iteration 191Q (57129.870000 sec): 3 clusters
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		SP:Iteration 192Q (57130.220000 sec): 3 clusters
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		SP:Iteration 193Q (57130.620000 sec): 3 clusters
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		SP:Iteration 194Q (57130.980000 sec): 3 clusters
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		SP:Iteration 195Q (57131.300000 sec): 3 clusters
  Score: Raw -4733238.758892 + Penalty 3457.363181 = -4729781.395711
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		SP:Iteration 196Q (57131.690000 sec): 3 clusters
  Score: Raw -4733247.567808 + Penalty 3457.363181 = -4729790.204627
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		SP:Iteration 197Q (57132.020000 sec): 3 clusters
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		SP:Iteration 198Q (57132.390000 sec): 3 clusters
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		SP:Iteration 199Q (57132.710000 sec): 3 clusters
  Score: Raw -4733269.453815 + Penalty 3457.363181 = -4729812.090634
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		SP:Iteration 200F (57133.080000 sec): 3 clusters
  Score: Raw -4733275.384575 + Penalty 3457.363181 = -4729818.021394
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		SP:Iteration 201Q (57133.430000 sec): 3 clusters
  Score: Raw -4733281.211164 + Penalty 3457.363181 = -4729823.847982
  nChanged 53
		SP:Iteration 202Q (57133.760000 sec): 3 clusters
  Score: Raw -4733285.868405 + Penalty 3457.363181 = -4729828.505224
  nChanged 55
		SP:Iteration 203Q (57134.120000 sec): 3 clusters
  Score: Raw -4733291.244767 + Penalty 3457.363181 = -4729833.881586
  nChanged 57
		SP:Iteration 204Q (57134.490000 sec): 3 clusters
  Score: Raw -4733296.960000 + Penalty 3457.363181 = -4729839.596819
  nChanged 52
		SP:Iteration 205Q (57134.840000 sec): 3 clusters
  Score: Raw -4733302.255467 + Penalty 3457.363181 = -4729844.892286
  nChanged 53
		SP:Iteration 206Q (57135.270000 sec): 3 clusters
  Score: Raw -4733307.535062 + Penalty 3457.363181 = -4729850.171881
  nChanged 50
		SP:Iteration 207Q (57135.660000 sec): 3 clusters
  Score: Raw -4733311.851650 + Penalty 3457.363181 = -4729854.488469
  nChanged 53
		SP:Iteration 208Q (57136.030000 sec): 3 clusters
  Score: Raw -4733316.558190 + Penalty 3457.363181 = -4729859.195009
  nChanged 55
		SP:Iteration 209Q (57136.420000 sec): 3 clusters
  Score: Raw -4733321.676727 + Penalty 3457.363181 = -4729864.313545
  nChanged 57
		SP:Iteration 210Q (57136.860000 sec): 3 clusters
  Score: Raw -4733327.532524 + Penalty 3457.363181 = -4729870.169343
  nChanged 65
		SP:Iteration 211Q (57137.290000 sec): 3 clusters
  Score: Raw -4733334.914427 + Penalty 3457.363181 = -4729877.551246
  nChanged 66
		SP:Iteration 212Q (57137.690000 sec): 3 clusters
  Score: Raw -4733342.933100 + Penalty 3457.363181 = -4729885.569919
  nChanged 65
		SP:Iteration 213Q (57137.990000 sec): 3 clusters
  Score: Raw -4733349.762668 + Penalty 3457.363181 = -4729892.399486
  nChanged 52
		SP:Iteration 214Q (57138.370000 sec): 3 clusters
  Score: Raw -4733355.058291 + Penalty 3457.363181 = -4729897.695110
  nChanged 51
		SP:Iteration 215Q (57138.750000 sec): 3 clusters
  Score: Raw -4733360.518870 + Penalty 3457.363181 = -4729903.155689
  nChanged 56
		SP:Iteration 216Q (57139.130000 sec): 3 clusters
  Score: Raw -4733367.190333 + Penalty 3457.363181 = -4729909.827152
  nChanged 49
		SP:Iteration 217Q (57139.590000 sec): 3 clusters
  Score: Raw -4733372.864045 + Penalty 3457.363181 = -4729915.500864
  nChanged 43
		SP:Iteration 218Q (57140.010000 sec): 3 clusters
  Score: Raw -4733378.223520 + Penalty 3457.363181 = -4729920.860339
  nChanged 42
		SP:Iteration 219Q (57140.390000 sec): 3 clusters
  Score: Raw -4733383.019290 + Penalty 3457.363181 = -4729925.656109
  nChanged 29
		SP:Iteration 220F (57140.780000 sec): 3 clusters
  Score: Raw -4733385.218635 + Penalty 3457.363181 = -4729927.855454
  nChanged 25
		SP:Iteration 221Q (57141.140000 sec): 3 clusters
  Score: Raw -4733387.022850 + Penalty 3457.363181 = -4729929.659668
  nChanged 21
		SP:Iteration 222Q (57141.500000 sec): 3 clusters
  Score: Raw -4733388.664711 + Penalty 3457.363181 = -4729931.301530
  nChanged 21
		SP:Iteration 223Q (57141.880000 sec): 3 clusters
  Score: Raw -4733390.614372 + Penalty 3457.363181 = -4729933.251191
  nChanged 22
		SP:Iteration 224Q (57142.290000 sec): 3 clusters
  Score: Raw -4733392.653762 + Penalty 3457.363181 = -4729935.290581
  nChanged 19
		SP:Iteration 225Q (57142.630000 sec): 3 clusters
  Score: Raw -4733393.980543 + Penalty 3457.363181 = -4729936.617362
  nChanged 17
		SP:Iteration 226Q (57143.020000 sec): 3 clusters
  Score: Raw -4733395.295201 + Penalty 3457.363181 = -4729937.932019
  nChanged 19
		SP:Iteration 227Q (57143.350000 sec): 3 clusters
  Score: Raw -4733397.052184 + Penalty 3457.363181 = -4729939.689003
  nChanged 25
		SP:Iteration 228Q (57143.670000 sec): 3 clusters
  Score: Raw -4733399.178840 + Penalty 3457.363181 = -4729941.815659
  nChanged 32
		SP:Iteration 229Q (57144.020000 sec): 3 clusters
  Score: Raw -4733401.500718 + Penalty 3457.363181 = -4729944.137537
  nChanged 22
		SP:Iteration 230Q (57144.400000 sec): 3 clusters
  Score: Raw -4733403.343388 + Penalty 3457.363181 = -4729945.980207
  nChanged 21
		SP:Iteration 231Q (57144.840000 sec): 3 clusters
  Score: Raw -4733405.237157 + Penalty 3457.363181 = -4729947.873975
  nChanged 17
		SP:Iteration 232Q (57145.240000 sec): 3 clusters
  Score: Raw -4733406.553516 + Penalty 3457.363181 = -4729949.190335
  nChanged 21
		SP:Iteration 233Q (57145.610000 sec): 3 clusters
  Score: Raw -4733408.754531 + Penalty 3457.363181 = -4729951.391350
  nChanged 37
		SP:Iteration 234Q (57145.970000 sec): 3 clusters
  Score: Raw -4733413.019220 + Penalty 3457.363181 = -4729955.656039
  nChanged 35
		SP:Iteration 235Q (57146.290000 sec): 3 clusters
  Score: Raw -4733416.495802 + Penalty 3457.363181 = -4729959.132621
  nChanged 37
		SP:Iteration 236Q (57146.660000 sec): 3 clusters
  Score: Raw -4733420.384575 + Penalty 3457.363181 = -4729963.021394
  nChanged 37
		SP:Iteration 237Q (57147.020000 sec): 3 clusters
  Score: Raw -4733424.035526 + Penalty 3457.363181 = -4729966.672345
  nChanged 29
		SP:Iteration 238Q (57147.410000 sec): 3 clusters
  Score: Raw -4733428.011577 + Penalty 3457.363181 = -4729970.648395
  nChanged 43
		SP:Iteration 239Q (57147.780000 sec): 3 clusters
  Score: Raw -4733432.258084 + Penalty 3457.363181 = -4729974.894903
  nChanged 33
		SP:Iteration 240F (57148.100000 sec): 3 clusters
  Score: Raw -4733435.397624 + Penalty 3457.363181 = -4729978.034443
  nChanged 33
		SP:Iteration 241Q (57148.480000 sec): 3 clusters
  Score: Raw -4733438.202491 + Penalty 3457.363181 = -4729980.839309
  nChanged 34
		SP:Iteration 242Q (57148.880000 sec): 3 clusters
  Score: Raw -4733441.359348 + Penalty 3457.363181 = -4729983.996167
  nChanged 42
		SP:Iteration 243Q (57149.250000 sec): 3 clusters
  Score: Raw -4733444.787873 + Penalty 3457.363181 = -4729987.424692
  nChanged 31
		SP:Iteration 244Q (57149.610000 sec): 3 clusters
  Score: Raw -4733447.380870 + Penalty 3457.363181 = -4729990.017689
  nChanged 28
		SP:Iteration 245Q (57149.970000 sec): 3 clusters
  Score: Raw -4733449.541391 + Penalty 3457.363181 = -4729992.178210
  nChanged 25
		SP:Iteration 246Q (57150.340000 sec): 3 clusters
  Score: Raw -4733452.148213 + Penalty 3457.363181 = -4729994.785032
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		SP:Iteration 247Q (57150.700000 sec): 3 clusters
  Score: Raw -4733454.294647 + Penalty 3457.363181 = -4729996.931466
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		SP:Iteration 248Q (57151.070000 sec): 3 clusters
  Score: Raw -4733457.850203 + Penalty 3457.363181 = -4730000.487022
  nChanged 36
		SP:Iteration 249Q (57151.470000 sec): 3 clusters
  Score: Raw -4733462.367006 + Penalty 3457.363181 = -4730005.003825
  nChanged 40
		SP:Iteration 250Q (57151.830000 sec): 3 clusters
  Score: Raw -4733467.303091 + Penalty 3457.363181 = -4730009.939910
  nChanged 43
		SP:Iteration 251Q (57152.200000 sec): 3 clusters
  Score: Raw -4733472.552149 + Penalty 3457.363181 = -4730015.188968
  nChanged 43
		SP:Iteration 252Q (57152.570000 sec): 3 clusters
  Score: Raw -4733477.961442 + Penalty 3457.363181 = -4730020.598261
  nChanged 39
		SP:Iteration 253Q (57152.950000 sec): 3 clusters
  Score: Raw -4733481.817768 + Penalty 3457.363181 = -4730024.454587
  nChanged 30
		SP:Iteration 254Q (57153.270000 sec): 3 clusters
  Score: Raw -4733484.855152 + Penalty 3457.363181 = -4730027.491970
  nChanged 28
		SP:Iteration 255Q (57153.630000 sec): 3 clusters
  Score: Raw -4733487.968439 + Penalty 3457.363181 = -4730030.605258
  nChanged 23
		SP:Iteration 256Q (57154.060000 sec): 3 clusters
  Score: Raw -4733490.112825 + Penalty 3457.363181 = -4730032.749644
  nChanged 21
		SP:Iteration 257Q (57154.420000 sec): 3 clusters
  Score: Raw -4733492.397386 + Penalty 3457.363181 = -4730035.034205
  nChanged 31
		SP:Iteration 258Q (57154.820000 sec): 3 clusters
  Score: Raw -4733495.541496 + Penalty 3457.363181 = -4730038.178315
  nChanged 25
		SP:Iteration 259Q (57155.190000 sec): 3 clusters
  Score: Raw -4733497.935123 + Penalty 3457.363181 = -4730040.571942
  nChanged 19
		SP:Iteration 260F (57155.570000 sec): 3 clusters
  Score: Raw -4733499.841419 + Penalty 3457.363181 = -4730042.478238
  nChanged 21
		SP:Iteration 261Q (57155.950000 sec): 3 clusters
  Score: Raw -4733501.915878 + Penalty 3457.363181 = -4730044.552697
  nChanged 24
		SP:Iteration 262Q (57156.300000 sec): 3 clusters
  Score: Raw -4733505.107922 + Penalty 3457.363181 = -4730047.744741
  nChanged 32
		SP:Iteration 263Q (57156.710000 sec): 3 clusters
  Score: Raw -4733508.451814 + Penalty 3457.363181 = -4730051.088633
  nChanged 27
		SP:Iteration 264Q (57157.120000 sec): 3 clusters
  Score: Raw -4733510.737137 + Penalty 3457.363181 = -4730053.373956
  nChanged 20
		SP:Iteration 265Q (57157.450000 sec): 3 clusters
  Score: Raw -4733512.499844 + Penalty 3457.363181 = -4730055.136663
  nChanged 21
		SP:Iteration 266Q (57157.850000 sec): 3 clusters
  Score: Raw -4733514.260963 + Penalty 3457.363181 = -4730056.897781
  nChanged 16
		SP:Iteration 267Q (57158.180000 sec): 3 clusters
  Score: Raw -4733515.324543 + Penalty 3457.363181 = -4730057.961362
  nChanged 15
		SP:Iteration 268Q (57158.590000 sec): 3 clusters
  Score: Raw -4733516.638262 + Penalty 3457.363181 = -4730059.275081
  nChanged 20
		SP:Iteration 269Q (57158.980000 sec): 3 clusters
  Score: Raw -4733518.470810 + Penalty 3457.363181 = -4730061.107629
  nChanged 19
		SP:Iteration 270Q (57159.380000 sec): 3 clusters
  Score: Raw -4733520.409438 + Penalty 3457.363181 = -4730063.046256
  nChanged 18
		SP:Iteration 271Q (57159.700000 sec): 3 clusters
  Score: Raw -4733522.386286 + Penalty 3457.363181 = -4730065.023105
  nChanged 20
		SP:Iteration 272Q (57160.100000 sec): 3 clusters
  Score: Raw -4733524.253521 + Penalty 3457.363181 = -4730066.890340
  nChanged 19
		SP:Iteration 273Q (57160.480000 sec): 3 clusters
  Score: Raw -4733526.366543 + Penalty 3457.363181 = -4730069.003362
  nChanged 22
		SP:Iteration 274Q (57160.850000 sec): 3 clusters
  Score: Raw -4733528.619841 + Penalty 3457.363181 = -4730071.256660
  nChanged 27
		SP:Iteration 275Q (57161.290000 sec): 3 clusters
  Score: Raw -4733531.774927 + Penalty 3457.363181 = -4730074.411746
  nChanged 27
		SP:Iteration 276Q (57161.670000 sec): 3 clusters
  Score: Raw -4733535.444746 + Penalty 3457.363181 = -4730078.081565
  nChanged 35
		SP:Iteration 277Q (57161.970000 sec): 3 clusters
  Score: Raw -4733540.742719 + Penalty 3457.363181 = -4730083.379538
  nChanged 32
		SP:Iteration 278Q (57162.360000 sec): 3 clusters
  Score: Raw -4733545.684617 + Penalty 3457.363181 = -4730088.321436
  nChanged 35
		SP:Iteration 279Q (57162.760000 sec): 3 clusters
  Score: Raw -4733551.367173 + Penalty 3457.363181 = -4730094.003992
  nChanged 46
		SP:Iteration 280F (57163.180000 sec): 3 clusters
  Score: Raw -4733556.353435 + Penalty 3457.363181 = -4730098.990254
  nChanged 32
		SP:Iteration 281Q (57163.550000 sec): 3 clusters
  Score: Raw -4733560.175707 + Penalty 3457.363181 = -4730102.812526
  nChanged 30
		SP:Iteration 282Q (57163.880000 sec): 3 clusters
  Score: Raw -4733564.374056 + Penalty 3457.363181 = -4730107.010875
  nChanged 36
		SP:Iteration 283Q (57164.230000 sec): 3 clusters
  Score: Raw -4733569.505777 + Penalty 3457.363181 = -4730112.142596
  nChanged 36
		SP:Iteration 284Q (57164.560000 sec): 3 clusters
  Score: Raw -4733574.451249 + Penalty 3457.363181 = -4730117.088068
  nChanged 42
		SP:Iteration 285Q (57164.930000 sec): 3 clusters
  Score: Raw -4733581.983152 + Penalty 3457.363181 = -4730124.619971
  nChanged 36
		SP:Iteration 286Q (57165.300000 sec): 3 clusters
  Score: Raw -4733587.475935 + Penalty 3457.363181 = -4730130.112754
  nChanged 42
		SP:Iteration 287Q (57165.740000 sec): 3 clusters
  Score: Raw -4733593.435385 + Penalty 3457.363181 = -4730136.072204
  nChanged 39
		SP:Iteration 288Q (57166.160000 sec): 3 clusters
  Score: Raw -4733599.313913 + Penalty 3457.363181 = -4730141.950732
  nChanged 33
		SP:Iteration 289Q (57166.540000 sec): 3 clusters
  Score: Raw -4733603.184861 + Penalty 3457.363181 = -4730145.821679
  nChanged 28
		SP:Iteration 290Q (57166.990000 sec): 3 clusters
  Score: Raw -4733606.578636 + Penalty 3457.363181 = -4730149.215454
  nChanged 31
		SP:Iteration 291Q (57167.380000 sec): 3 clusters
  Score: Raw -4733610.309706 + Penalty 3457.363181 = -4730152.946525
  nChanged 30
		SP:Iteration 292Q (57167.780000 sec): 3 clusters
  Score: Raw -4733614.306669 + Penalty 3457.363181 = -4730156.943488
  nChanged 30
		SP:Iteration 293Q (57168.100000 sec): 3 clusters
  Score: Raw -4733617.638449 + Penalty 3457.363181 = -4730160.275268
  nChanged 25
		SP:Iteration 294Q (57168.500000 sec): 3 clusters
  Score: Raw -4733621.208570 + Penalty 3457.363181 = -4730163.845389
  nChanged 30
		SP:Iteration 295Q (57168.890000 sec): 3 clusters
  Score: Raw -4733625.750744 + Penalty 3457.363181 = -4730168.387563
  nChanged 32
		SP:Iteration 296Q (57169.300000 sec): 3 clusters
  Score: Raw -4733630.590287 + Penalty 3457.363181 = -4730173.227106
  nChanged 30
		SP:Iteration 297Q (57169.760000 sec): 3 clusters
  Score: Raw -4733634.353818 + Penalty 3457.363181 = -4730176.990637
  nChanged 21
		SP:Iteration 298Q (57170.100000 sec): 3 clusters
  Score: Raw -4733636.462933 + Penalty 3457.363181 = -4730179.099752
  nChanged 16
		SP:Iteration 299Q (57170.520000 sec): 3 clusters
  Score: Raw -4733638.710255 + Penalty 3457.363181 = -4730181.347074
  nChanged 18
		SP:Iteration 300F (57170.960000 sec): 3 clusters
  Score: Raw -4733640.833249 + Penalty 3457.363181 = -4730183.470067
  nChanged 17
		SP:Iteration 301Q (57171.360000 sec): 3 clusters
  Score: Raw -4733642.682220 + Penalty 3457.363181 = -4730185.319039
  nChanged 18
		SP:Iteration 302Q (57171.750000 sec): 3 clusters
  Score: Raw -4733644.174544 + Penalty 3457.363181 = -4730186.811363
  nChanged 15
		SP:Iteration 303Q (57172.120000 sec): 3 clusters
  Score: Raw -4733645.541396 + Penalty 3457.363181 = -4730188.178215
  nChanged 13
		SP:Iteration 304Q (57172.510000 sec): 3 clusters
  Score: Raw -4733647.184801 + Penalty 3457.363181 = -4730189.821620
  nChanged 7
		SP:Iteration 305Q (57172.910000 sec): 3 clusters
  Score: Raw -4733647.735324 + Penalty 3457.363181 = -4730190.372143
  nChanged 8
		SP:Iteration 306Q (57173.270000 sec): 3 clusters
  Score: Raw -4733648.748345 + Penalty 3457.363181 = -4730191.385164
  nChanged 11
		SP:Iteration 307Q (57173.620000 sec): 3 clusters
  Score: Raw -4733649.846084 + Penalty 3457.363181 = -4730192.482903
  nChanged 8
		SP:Iteration 308Q (57173.960000 sec): 3 clusters
  Score: Raw -4733650.789255 + Penalty 3457.363181 = -4730193.426073
  nChanged 6
		SP:Iteration 309Q (57174.300000 sec): 3 clusters
  Score: Raw -4733651.344640 + Penalty 3457.363181 = -4730193.981458
  nChanged 10
		SP:Iteration 310Q (57174.680000 sec): 3 clusters
  Score: Raw -4733652.442418 + Penalty 3457.363181 = -4730195.079237
  nChanged 19
		SP:Iteration 311Q (57175.000000 sec): 3 clusters
  Score: Raw -4733654.810847 + Penalty 3457.363181 = -4730197.447666
  nChanged 20
		SP:Iteration 312Q (57175.370000 sec): 3 clusters
  Score: Raw -4733657.080912 + Penalty 3457.363181 = -4730199.717731
  nChanged 16
		SP:Iteration 313Q (57175.730000 sec): 3 clusters
  Score: Raw -4733659.180297 + Penalty 3457.363181 = -4730201.817116
  nChanged 21
		SP:Iteration 314Q (57176.160000 sec): 3 clusters
  Score: Raw -4733662.068388 + Penalty 3457.363181 = -4730204.705207
  nChanged 25
		SP:Iteration 315Q (57176.640000 sec): 3 clusters
  Score: Raw -4733665.369052 + Penalty 3457.363181 = -4730208.005871
  nChanged 24
		SP:Iteration 316Q (57177.080000 sec): 3 clusters
  Score: Raw -4733668.446655 + Penalty 3457.363181 = -4730211.083474
  nChanged 23
		SP:Iteration 317Q (57177.520000 sec): 3 clusters
  Score: Raw -4733672.147694 + Penalty 3457.363181 = -4730214.784513
  nChanged 29
		SP:Iteration 318Q (57177.900000 sec): 3 clusters
  Score: Raw -4733676.057210 + Penalty 3457.363181 = -4730218.694029
  nChanged 24
		SP:Iteration 319Q (57178.260000 sec): 3 clusters
  Score: Raw -4733678.793029 + Penalty 3457.363181 = -4730221.429848
  nChanged 28
		SP:Iteration 320F (57178.660000 sec): 3 clusters
  Score: Raw -4733682.413799 + Penalty 3457.363181 = -4730225.050618
  nChanged 30
		SP:Iteration 321Q (57178.980000 sec): 3 clusters
  Score: Raw -4733685.729240 + Penalty 3457.363181 = -4730228.366059
  nChanged 17
		SP:Iteration 322Q (57179.370000 sec): 3 clusters
  Score: Raw -4733688.282550 + Penalty 3457.363181 = -4730230.919369
  nChanged 24
		SP:Iteration 323Q (57179.710000 sec): 3 clusters
  Score: Raw -4733691.746564 + Penalty 3457.363181 = -4730234.383383
  nChanged 24
		SP:Iteration 324Q (57180.000000 sec): 3 clusters
  Score: Raw -4733695.378851 + Penalty 3457.363181 = -4730238.015670
  nChanged 18
		SP:Iteration 325Q (57180.300000 sec): 3 clusters
  Score: Raw -4733697.907423 + Penalty 3457.363181 = -4730240.544242
  nChanged 18
		SP:Iteration 326Q (57180.620000 sec): 3 clusters
  Score: Raw -4733700.443010 + Penalty 3457.363181 = -4730243.079829
  nChanged 18
		SP:Iteration 327Q (57180.940000 sec): 3 clusters
  Score: Raw -4733702.687513 + Penalty 3457.363181 = -4730245.324332
  nChanged 13
		SP:Iteration 328Q (57181.250000 sec): 3 clusters
  Score: Raw -4733704.064958 + Penalty 3457.363181 = -4730246.701777
  nChanged 9
		SP:Iteration 329Q (57181.620000 sec): 3 clusters
  Score: Raw -4733705.709296 + Penalty 3457.363181 = -4730248.346115
  nChanged 15
		SP:Iteration 330Q (57181.940000 sec): 3 clusters
  Score: Raw -4733708.926419 + Penalty 3457.363181 = -4730251.563237
  nChanged 19
		SP:Iteration 331Q (57182.290000 sec): 3 clusters
  Score: Raw -4733711.847222 + Penalty 3457.363181 = -4730254.484040
  nChanged 24
		SP:Iteration 332Q (57182.720000 sec): 3 clusters
  Score: Raw -4733715.378783 + Penalty 3457.363181 = -4730258.015602
  nChanged 22
		SP:Iteration 333Q (57183.040000 sec): 3 clusters
  Score: Raw -4733718.168379 + Penalty 3457.363181 = -4730260.805198
  nChanged 15
		SP:Iteration 334Q (57183.400000 sec): 3 clusters
  Score: Raw -4733720.410787 + Penalty 3457.363181 = -4730263.047606
  nChanged 14
		SP:Iteration 335Q (57183.760000 sec): 3 clusters
  Score: Raw -4733722.514955 + Penalty 3457.363181 = -4730265.151774
  nChanged 15
		SP:Iteration 336Q (57184.090000 sec): 3 clusters
  Score: Raw -4733724.009426 + Penalty 3457.363181 = -4730266.646245
  nChanged 8
		SP:Iteration 337Q (57184.440000 sec): 3 clusters
  Score: Raw -4733724.992185 + Penalty 3457.363181 = -4730267.629004
  nChanged 4
		SP:Iteration 338Q (57184.770000 sec): 3 clusters
  Score: Raw -4733725.582259 + Penalty 3457.363181 = -4730268.219078
  nChanged 4
		SP:Iteration 339Q (57185.070000 sec): 3 clusters
  Score: Raw -4733726.240822 + Penalty 3457.363181 = -4730268.877641
  nChanged 3
		SP:Iteration 340F (57185.500000 sec): 3 clusters
  Score: Raw -4733726.858585 + Penalty 3457.363181 = -4730269.495404
  nChanged 7
		SP:Iteration 341Q (57185.880000 sec): 3 clusters
  Score: Raw -4733727.598067 + Penalty 3457.363181 = -4730270.234886
  nChanged 8
		SP:Iteration 342Q (57186.230000 sec): 3 clusters
  Score: Raw -4733728.241310 + Penalty 3457.363181 = -4730270.878129
  nChanged 6
		SP:Iteration 343Q (57186.620000 sec): 3 clusters
  Score: Raw -4733728.900387 + Penalty 3457.363181 = -4730271.537206
  nChanged 3
		SP:Iteration 344Q (57186.960000 sec): 3 clusters
  Score: Raw -4733729.185580 + Penalty 3457.363181 = -4730271.822399
  nChanged 5
		SP:Iteration 345Q (57187.260000 sec): 3 clusters
  Score: Raw -4733729.844642 + Penalty 3457.363181 = -4730272.481461
  nChanged 7
		SP:Iteration 346Q (57187.600000 sec): 3 clusters
  Score: Raw -4733730.550936 + Penalty 3457.363181 = -4730273.187755
  nChanged 7
		SP:Iteration 347Q (57187.960000 sec): 3 clusters
  Score: Raw -4733731.109614 + Penalty 3457.363181 = -4730273.746433
  nChanged 8
		SP:Iteration 348Q (57188.340000 sec): 3 clusters
  Score: Raw -4733731.904305 + Penalty 3457.363181 = -4730274.541124
  nChanged 5
		SP:Iteration 349Q (57188.660000 sec): 3 clusters
  Score: Raw -4733732.296950 + Penalty 3457.363181 = -4730274.933769
  nChanged 5
		SP:Iteration 350Q (57189.010000 sec): 3 clusters
  Score: Raw -4733732.700941 + Penalty 3457.363181 = -4730275.337760
  nChanged 6
		SP:Iteration 351Q (57189.370000 sec): 3 clusters
  Score: Raw -4733733.223115 + Penalty 3457.363181 = -4730275.859934
  nChanged 3
		SP:Iteration 352Q (57189.640000 sec): 3 clusters
  Score: Raw -4733733.539333 + Penalty 3457.363181 = -4730276.176151
  nChanged 6
		SP:Iteration 353Q (57190.010000 sec): 3 clusters
  Score: Raw -4733734.230749 + Penalty 3457.363181 = -4730276.867568
  nChanged 5
		SP:Iteration 354Q (57190.310000 sec): 3 clusters
  Score: Raw -4733734.586841 + Penalty 3457.363181 = -4730277.223660
  nChanged 3
		SP:Iteration 355Q (57190.650000 sec): 3 clusters
  Score: Raw -4733734.926515 + Penalty 3457.363181 = -4730277.563334
  nChanged 5
		SP:Iteration 356Q (57190.990000 sec): 3 clusters
  Score: Raw -4733735.656554 + Penalty 3457.363181 = -4730278.293373
  nChanged 6
		SP:Iteration 357Q (57191.320000 sec): 3 clusters
  Score: Raw -4733736.261239 + Penalty 3457.363181 = -4730278.898058
  nChanged 1
		SP:Iteration 358Q (57191.710000 sec): 3 clusters
  Score: Raw -4733736.410789 + Penalty 3457.363181 = -4730279.047608
  nChanged 3
		SP:Iteration 359Q (57192.040000 sec): 3 clusters
  Score: Raw -4733737.301890 + Penalty 3457.363181 = -4730279.938709
  nChanged 1
		SP:Iteration 360F (57192.520000 sec): 3 clusters
  Score: Raw -4733737.363985 + Penalty 3457.363181 = -4730280.000804
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (23257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57192.740000 sec): 2 clusters
  Score: Raw -2673363.240392 + Penalty 1633.833734 = -2671729.406657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57193.050000 sec): 3 clusters
  Score: Raw -2659212.947914 + Penalty 3267.667468 = -2655945.280446
  nChanged 10602
		SP:Iteration 1F (57193.330000 sec): 3 clusters
  Score: Raw -2665205.300274 + Penalty 3267.667468 = -2661937.632806
  nChanged 1342
		SP:Iteration 2F (57193.640000 sec): 3 clusters
  Score: Raw -2665844.711365 + Penalty 3267.667468 = -2662577.043896
  nChanged 1314
		SP:Iteration 3F (57193.900000 sec): 3 clusters
  Score: Raw -2666550.843803 + Penalty 3267.667468 = -2663283.176335
  nChanged 1355
		SP:Iteration 4F (57194.200000 sec): 3 clusters
  Score: Raw -2667317.290340 + Penalty 3267.667468 = -2664049.622871
  nChanged 1431
		SP:Iteration 5F (57194.470000 sec): 3 clusters
  Score: Raw -2668226.695107 + Penalty 3267.667468 = -2664959.027638
  nChanged 1411
		SP:Iteration 6F (57194.780000 sec): 3 clusters
  Score: Raw -2669251.446194 + Penalty 3267.667468 = -2665983.778726
  nChanged 1414
		SP:Iteration 7F (57195.030000 sec): 3 clusters
  Score: Raw -2670322.129811 + Penalty 3267.667468 = -2667054.462343
  nChanged 1284
		SP:Iteration 8F (57195.300000 sec): 3 clusters
  Score: Raw -2671217.568963 + Penalty 3267.667468 = -2667949.901494
  nChanged 988
		SP:Iteration 9Q (57195.600000 sec): 3 clusters
  Score: Raw -2671831.021001 + Penalty 3267.667468 = -2668563.353533
  nChanged 727
		SP:Iteration 10Q (57195.940000 sec): 3 clusters
  Score: Raw -2672207.202721 + Penalty 3267.667468 = -2668939.535253
  nChanged 536
		SP:Iteration 11Q (57196.190000 sec): 3 clusters
  Score: Raw -2672450.861842 + Penalty 3267.667468 = -2669183.194374
  nChanged 418
		SP:Iteration 12Q (57196.490000 sec): 3 clusters
  Score: Raw -2672650.599426 + Penalty 3267.667468 = -2669382.931958
  nChanged 425
		SP:Iteration 13Q (57196.780000 sec): 3 clusters
  Score: Raw -2672861.576528 + Penalty 3267.667468 = -2669593.909060
  nChanged 421
		SP:Iteration 14Q (57197.090000 sec): 3 clusters
  Score: Raw -2673070.567603 + Penalty 3267.667468 = -2669802.900134
  nChanged 382
		SP:Iteration 15Q (57197.350000 sec): 3 clusters
  Score: Raw -2673248.585603 + Penalty 3267.667468 = -2669980.918135
  nChanged 328
		SP:Iteration 16Q (57197.650000 sec): 3 clusters
  Score: Raw -2673377.443715 + Penalty 3267.667468 = -2670109.776247
  nChanged 289
		SP:Iteration 17Q (57197.920000 sec): 3 clusters
  Score: Raw -2673485.072221 + Penalty 3267.667468 = -2670217.404753
  nChanged 264
		SP:Iteration 18Q (57198.210000 sec): 3 clusters
  Score: Raw -2673576.602621 + Penalty 3267.667468 = -2670308.935152
  nChanged 248
		SP:Iteration 19Q (57198.510000 sec): 3 clusters
  Score: Raw -2673665.404999 + Penalty 3267.667468 = -2670397.737531
  nChanged 213
		SP:Iteration 20F (57198.800000 sec): 3 clusters
  Score: Raw -2673739.698054 + Penalty 3267.667468 = -2670472.030586
  nChanged 182
		SP:Iteration 21Q (57199.060000 sec): 3 clusters
  Score: Raw -2673790.035049 + Penalty 3267.667468 = -2670522.367581
  nChanged 138
		SP:Iteration 22Q (57199.360000 sec): 3 clusters
  Score: Raw -2673818.637481 + Penalty 3267.667468 = -2670550.970013
  nChanged 108
		SP:Iteration 23Q (57199.610000 sec): 3 clusters
  Score: Raw -2673838.038340 + Penalty 3267.667468 = -2670570.370872
  nChanged 101
		SP:Iteration 24Q (57199.880000 sec): 3 clusters
  Score: Raw -2673856.401990 + Penalty 3267.667468 = -2670588.734522
  nChanged 93
		SP:Iteration 25Q (57200.150000 sec): 3 clusters
  Score: Raw -2673875.914341 + Penalty 3267.667468 = -2670608.246873
  nChanged 87
		SP:Iteration 26Q (57200.370000 sec): 3 clusters
  Score: Raw -2673892.179666 + Penalty 3267.667468 = -2670624.512198
  nChanged 74
		SP:Iteration 27Q (57200.680000 sec): 3 clusters
  Score: Raw -2673906.195178 + Penalty 3267.667468 = -2670638.527710
  nChanged 67
		SP:Iteration 28Q (57200.960000 sec): 3 clusters
  Score: Raw -2673918.209612 + Penalty 3267.667468 = -2670650.542144
  nChanged 60
		SP:Iteration 29Q (57201.250000 sec): 3 clusters
  Score: Raw -2673927.195340 + Penalty 3267.667468 = -2670659.527872
  nChanged 61
		SP:Iteration 30Q (57201.510000 sec): 3 clusters
  Score: Raw -2673936.451827 + Penalty 3267.667468 = -2670668.784359
  nChanged 45
		SP:Iteration 31Q (57201.780000 sec): 3 clusters
  Score: Raw -2673942.918871 + Penalty 3267.667468 = -2670675.251403
  nChanged 51
		SP:Iteration 32Q (57202.070000 sec): 3 clusters
  Score: Raw -2673950.026335 + Penalty 3267.667468 = -2670682.358867
  nChanged 47
		SP:Iteration 33Q (57202.360000 sec): 3 clusters
  Score: Raw -2673955.927974 + Penalty 3267.667468 = -2670688.260506
  nChanged 38
		SP:Iteration 34Q (57202.690000 sec): 3 clusters
  Score: Raw -2673960.688476 + Penalty 3267.667468 = -2670693.021007
  nChanged 40
		SP:Iteration 35Q (57203.020000 sec): 3 clusters
  Score: Raw -2673965.435878 + Penalty 3267.667468 = -2670697.768410
  nChanged 33
		SP:Iteration 36Q (57203.330000 sec): 3 clusters
  Score: Raw -2673969.556710 + Penalty 3267.667468 = -2670701.889242
  nChanged 25
		SP:Iteration 37Q (57203.610000 sec): 3 clusters
  Score: Raw -2673972.385276 + Penalty 3267.667468 = -2670704.717807
  nChanged 27
		SP:Iteration 38Q (57203.930000 sec): 3 clusters
  Score: Raw -2673976.212539 + Penalty 3267.667468 = -2670708.545070
  nChanged 19
		SP:Iteration 39Q (57204.190000 sec): 3 clusters
  Score: Raw -2673978.050639 + Penalty 3267.667468 = -2670710.383171
  nChanged 19
		SP:Iteration 40F (57204.530000 sec): 3 clusters
  Score: Raw -2673980.064225 + Penalty 3267.667468 = -2670712.396757
  nChanged 26
		SP:Iteration 41Q (57204.810000 sec): 3 clusters
  Score: Raw -2673983.496112 + Penalty 3267.667468 = -2670715.828643
  nChanged 31
		SP:Iteration 42Q (57205.080000 sec): 3 clusters
  Score: Raw -2673986.441040 + Penalty 3267.667468 = -2670718.773572
  nChanged 22
		SP:Iteration 43Q (57205.450000 sec): 3 clusters
  Score: Raw -2673988.686922 + Penalty 3267.667468 = -2670721.019454
  nChanged 26
		SP:Iteration 44Q (57205.760000 sec): 3 clusters
  Score: Raw -2673991.410717 + Penalty 3267.667468 = -2670723.743249
  nChanged 28
		SP:Iteration 45Q (57206.020000 sec): 3 clusters
  Score: Raw -2673994.167199 + Penalty 3267.667468 = -2670726.499730
  nChanged 21
		SP:Iteration 46Q (57206.330000 sec): 3 clusters
  Score: Raw -2673996.478573 + Penalty 3267.667468 = -2670728.811105
  nChanged 27
		SP:Iteration 47Q (57206.560000 sec): 3 clusters
  Score: Raw -2673999.488359 + Penalty 3267.667468 = -2670731.820891
  nChanged 27
		SP:Iteration 48Q (57206.860000 sec): 3 clusters
  Score: Raw -2674002.740507 + Penalty 3267.667468 = -2670735.073039
  nChanged 28
		SP:Iteration 49Q (57207.100000 sec): 3 clusters
  Score: Raw -2674005.642724 + Penalty 3267.667468 = -2670737.975256
  nChanged 26
		SP:Iteration 50Q (57207.370000 sec): 3 clusters
  Score: Raw -2674008.550965 + Penalty 3267.667468 = -2670740.883496
  nChanged 24
		SP:Iteration 51Q (57207.650000 sec): 3 clusters
  Score: Raw -2674011.610668 + Penalty 3267.667468 = -2670743.943200
  nChanged 14
		SP:Iteration 52Q (57207.940000 sec): 3 clusters
  Score: Raw -2674013.196169 + Penalty 3267.667468 = -2670745.528700
  nChanged 17
		SP:Iteration 53Q (57208.270000 sec): 3 clusters
  Score: Raw -2674014.909506 + Penalty 3267.667468 = -2670747.242037
  nChanged 20
		SP:Iteration 54Q (57208.510000 sec): 3 clusters
  Score: Raw -2674017.223124 + Penalty 3267.667468 = -2670749.555655
  nChanged 28
		SP:Iteration 55Q (57208.820000 sec): 3 clusters
  Score: Raw -2674020.911957 + Penalty 3267.667468 = -2670753.244488
  nChanged 23
		SP:Iteration 56Q (57209.040000 sec): 3 clusters
  Score: Raw -2674023.884468 + Penalty 3267.667468 = -2670756.216999
  nChanged 25
		SP:Iteration 57Q (57209.330000 sec): 3 clusters
  Score: Raw -2674027.301272 + Penalty 3267.667468 = -2670759.633804
  nChanged 22
		SP:Iteration 58Q (57209.620000 sec): 3 clusters
  Score: Raw -2674029.817277 + Penalty 3267.667468 = -2670762.149809
  nChanged 25
		SP:Iteration 59Q (57209.950000 sec): 3 clusters
  Score: Raw -2674032.930054 + Penalty 3267.667468 = -2670765.262586
  nChanged 22
		SP:Iteration 60F (57210.270000 sec): 3 clusters
  Score: Raw -2674035.486482 + Penalty 3267.667468 = -2670767.819014
  nChanged 21
		SP:Iteration 61Q (57210.550000 sec): 3 clusters
  Score: Raw -2674037.865947 + Penalty 3267.667468 = -2670770.198478
  nChanged 20
		SP:Iteration 62Q (57210.870000 sec): 3 clusters
  Score: Raw -2674039.384497 + Penalty 3267.667468 = -2670771.717028
  nChanged 16
		SP:Iteration 63Q (57211.150000 sec): 3 clusters
  Score: Raw -2674040.885514 + Penalty 3267.667468 = -2670773.218046
  nChanged 14
		SP:Iteration 64Q (57211.470000 sec): 3 clusters
  Score: Raw -2674042.490499 + Penalty 3267.667468 = -2670774.823031
  nChanged 12
		SP:Iteration 65Q (57211.770000 sec): 3 clusters
  Score: Raw -2674043.621272 + Penalty 3267.667468 = -2670775.953804
  nChanged 12
		SP:Iteration 66Q (57212.030000 sec): 3 clusters
  Score: Raw -2674044.801718 + Penalty 3267.667468 = -2670777.134250
  nChanged 7
		SP:Iteration 67Q (57212.320000 sec): 3 clusters
  Score: Raw -2674045.571755 + Penalty 3267.667468 = -2670777.904287
  nChanged 10
		SP:Iteration 68Q (57212.680000 sec): 3 clusters
  Score: Raw -2674046.951132 + Penalty 3267.667468 = -2670779.283663
  nChanged 11
		SP:Iteration 69Q (57212.920000 sec): 3 clusters
  Score: Raw -2674049.177435 + Penalty 3267.667468 = -2670781.509967
  nChanged 20
		SP:Iteration 70Q (57213.270000 sec): 3 clusters
  Score: Raw -2674051.823045 + Penalty 3267.667468 = -2670784.155577
  nChanged 14
		SP:Iteration 71Q (57213.550000 sec): 3 clusters
  Score: Raw -2674053.240430 + Penalty 3267.667468 = -2670785.572962
  nChanged 15
		SP:Iteration 72Q (57213.830000 sec): 3 clusters
  Score: Raw -2674054.626541 + Penalty 3267.667468 = -2670786.959073
  nChanged 6
		SP:Iteration 73Q (57214.090000 sec): 3 clusters
  Score: Raw -2674055.134092 + Penalty 3267.667468 = -2670787.466623
  nChanged 6
		SP:Iteration 74Q (57214.410000 sec): 3 clusters
  Score: Raw -2674055.473797 + Penalty 3267.667468 = -2670787.806329
  nChanged 6
		SP:Iteration 75Q (57214.670000 sec): 3 clusters
  Score: Raw -2674055.900149 + Penalty 3267.667468 = -2670788.232680
  nChanged 4
		SP:Iteration 76Q (57214.970000 sec): 3 clusters
  Score: Raw -2674056.247354 + Penalty 3267.667468 = -2670788.579885
  nChanged 6
		SP:Iteration 77Q (57215.230000 sec): 3 clusters
  Score: Raw -2674056.609630 + Penalty 3267.667468 = -2670788.942161
  nChanged 8
		SP:Iteration 78Q (57215.490000 sec): 3 clusters
  Score: Raw -2674057.590552 + Penalty 3267.667468 = -2670789.923084
  nChanged 6
		SP:Iteration 79Q (57215.770000 sec): 3 clusters
  Score: Raw -2674058.255898 + Penalty 3267.667468 = -2670790.588430
  nChanged 5
		SP:Iteration 80F (57216.050000 sec): 3 clusters
  Score: Raw -2674058.655907 + Penalty 3267.667468 = -2670790.988438
  nChanged 4
		SP:Iteration 81Q (57216.340000 sec): 3 clusters
  Score: Raw -2674058.864449 + Penalty 3267.667468 = -2670791.196981
  nChanged 1
		SP:Iteration 82Q (57216.610000 sec): 3 clusters
  Score: Raw -2674058.926887 + Penalty 3267.667468 = -2670791.259419
  nChanged 0
		SP:Iteration 83F (57216.960000 sec): 3 clusters
  Score: Raw -2674058.926887 + Penalty 3267.667468 = -2670791.259419
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (61168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57217.390000 sec): 2 clusters
  Score: Raw -7162140.966281 + Penalty 1790.974162 = -7160349.992120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57217.900000 sec): 3 clusters
  Score: Raw -7123037.490231 + Penalty 3581.948323 = -7119455.541907
  nChanged 28837
		SP:Iteration 1F (57218.370000 sec): 3 clusters
  Score: Raw -7139428.389538 + Penalty 3581.948323 = -7135846.441215
  nChanged 2430
		SP:Iteration 2Q (57218.790000 sec): 3 clusters
  Score: Raw -7140264.554866 + Penalty 3581.948323 = -7136682.606543
  nChanged 2842
		SP:Iteration 3Q (57219.260000 sec): 3 clusters
  Score: Raw -7141523.951831 + Penalty 3581.948323 = -7137942.003508
  nChanged 3563
		SP:Iteration 4F (57219.680000 sec): 3 clusters
  Score: Raw -7143601.948925 + Penalty 3581.948323 = -7140020.000602
  nChanged 4416
		SP:Iteration 5F (57220.070000 sec): 3 clusters
  Score: Raw -7146870.175565 + Penalty 3581.948323 = -7143288.227242
  nChanged 4960
		SP:Iteration 6F (57220.550000 sec): 3 clusters
  Score: Raw -7151249.161831 + Penalty 3581.948323 = -7147667.213508
  nChanged 4597
		SP:Iteration 7F (57220.970000 sec): 3 clusters
  Score: Raw -7155665.028111 + Penalty 3581.948323 = -7152083.079788
  nChanged 3294
		SP:Iteration 8F (57221.410000 sec): 3 clusters
  Score: Raw -7158794.921969 + Penalty 3581.948323 = -7155212.973646
  nChanged 1978
		SP:Iteration 9Q (57221.840000 sec): 3 clusters
  Score: Raw -7160596.913318 + Penalty 3581.948323 = -7157014.964995
  nChanged 997
		SP:Iteration 10Q (57222.280000 sec): 3 clusters
  Score: Raw -7161461.570030 + Penalty 3581.948323 = -7157879.621706
  nChanged 479
		SP:Iteration 11Q (57222.660000 sec): 3 clusters
  Score: Raw -7161875.180758 + Penalty 3581.948323 = -7158293.232435
  nChanged 239
		SP:Iteration 12Q (57223.060000 sec): 3 clusters
  Score: Raw -7162097.307699 + Penalty 3581.948323 = -7158515.359376
  nChanged 122
		SP:Iteration 13Q (57223.500000 sec): 3 clusters
  Score: Raw -7162214.427161 + Penalty 3581.948323 = -7158632.478837
  nChanged 67
		SP:Iteration 14Q (57223.930000 sec): 3 clusters
  Score: Raw -7162276.451785 + Penalty 3581.948323 = -7158694.503462
  nChanged 38
		SP:Iteration 15Q (57224.360000 sec): 3 clusters
  Score: Raw -7162312.706978 + Penalty 3581.948323 = -7158730.758655
  nChanged 22
		SP:Iteration 16Q (57224.710000 sec): 3 clusters
  Score: Raw -7162335.353069 + Penalty 3581.948323 = -7158753.404746
  nChanged 20
		SP:Iteration 17Q (57225.170000 sec): 3 clusters
  Score: Raw -7162356.256901 + Penalty 3581.948323 = -7158774.308578
  nChanged 15
		SP:Iteration 18Q (57225.590000 sec): 3 clusters
  Score: Raw -7162370.538153 + Penalty 3581.948323 = -7158788.589830
  nChanged 8
		SP:Iteration 19Q (57225.980000 sec): 3 clusters
  Score: Raw -7162375.240316 + Penalty 3581.948323 = -7158793.291992
  nChanged 5
		SP:Iteration 20F (57226.410000 sec): 3 clusters
  Score: Raw -7162378.482786 + Penalty 3581.948323 = -7158796.534462
  nChanged 4
		SP:Iteration 21Q (57226.790000 sec): 3 clusters
  Score: Raw -7162380.995151 + Penalty 3581.948323 = -7158799.046828
  nChanged 3
		SP:Iteration 22Q (57227.150000 sec): 3 clusters
  Score: Raw -7162383.431689 + Penalty 3581.948323 = -7158801.483366
  nChanged 2
		SP:Iteration 23Q (57227.540000 sec): 3 clusters
  Score: Raw -7162385.887611 + Penalty 3581.948323 = -7158803.939288
  nChanged 1
		SP:Iteration 24Q (57227.930000 sec): 3 clusters
  Score: Raw -7162387.234576 + Penalty 3581.948323 = -7158805.286253
  nChanged 3
		SP:Iteration 25Q (57228.310000 sec): 3 clusters
  Score: Raw -7162390.687847 + Penalty 3581.948323 = -7158808.739524
  nChanged 4
		SP:Iteration 26Q (57228.720000 sec): 3 clusters
  Score: Raw -7162394.791067 + Penalty 3581.948323 = -7158812.842744
  nChanged 4
		SP:Iteration 27Q (57229.060000 sec): 3 clusters
  Score: Raw -7162397.638591 + Penalty 3581.948323 = -7158815.690267
  nChanged 2
		SP:Iteration 28Q (57229.420000 sec): 3 clusters
  Score: Raw -7162400.010953 + Penalty 3581.948323 = -7158818.062630
  nChanged 1
		SP:Iteration 29Q (57229.780000 sec): 3 clusters
  Score: Raw -7162400.536112 + Penalty 3581.948323 = -7158818.587789
  nChanged 0
		SP:Iteration 30F (57230.210000 sec): 3 clusters
  Score: Raw -7162400.536112 + Penalty 3581.948323 = -7158818.587789
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (14130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57230.380000 sec): 2 clusters
  Score: Raw -1700937.866438 + Penalty 1552.859015 = -1699385.007423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57230.660000 sec): 3 clusters
  Score: Raw -1692707.038242 + Penalty 3105.718030 = -1689601.320212
  nChanged 6218
		SP:Iteration 1F (57230.860000 sec): 3 clusters
  Score: Raw -1695897.895030 + Penalty 3105.718030 = -1692792.177001
  nChanged 744
		SP:Iteration 2F (57231.070000 sec): 3 clusters
  Score: Raw -1696170.858272 + Penalty 3105.718030 = -1693065.140242
  nChanged 677
		SP:Iteration 3Q (57231.320000 sec): 3 clusters
  Score: Raw -1696407.540610 + Penalty 3105.718030 = -1693301.822580
  nChanged 587
		SP:Iteration 4Q (57231.560000 sec): 3 clusters
  Score: Raw -1696611.460334 + Penalty 3105.718030 = -1693505.742304
  nChanged 562
		SP:Iteration 5Q (57231.810000 sec): 3 clusters
  Score: Raw -1696830.513121 + Penalty 3105.718030 = -1693724.795092
  nChanged 573
		SP:Iteration 6Q (57232.070000 sec): 3 clusters
  Score: Raw -1697083.295963 + Penalty 3105.718030 = -1693977.577933
  nChanged 568
		SP:Iteration 7Q (57232.310000 sec): 3 clusters
  Score: Raw -1697340.633545 + Penalty 3105.718030 = -1694234.915516
  nChanged 583
		SP:Iteration 8Q (57232.550000 sec): 3 clusters
  Score: Raw -1697625.427180 + Penalty 3105.718030 = -1694519.709151
  nChanged 583
		SP:Iteration 9Q (57232.750000 sec): 3 clusters
  Score: Raw -1697938.184341 + Penalty 3105.718030 = -1694832.466312
  nChanged 610
		SP:Iteration 10Q (57233.010000 sec): 3 clusters
  Score: Raw -1698310.109221 + Penalty 3105.718030 = -1695204.391191
  nChanged 626
		SP:Iteration 11Q (57233.240000 sec): 3 clusters
  Score: Raw -1698761.238191 + Penalty 3105.718030 = -1695655.520161
  nChanged 610
		SP:Iteration 12Q (57233.430000 sec): 3 clusters
  Score: Raw -1699173.843046 + Penalty 3105.718030 = -1696068.125016
  nChanged 566
		SP:Iteration 13Q (57233.640000 sec): 3 clusters
  Score: Raw -1699563.735374 + Penalty 3105.718030 = -1696458.017344
  nChanged 538
		SP:Iteration 14Q (57233.850000 sec): 3 clusters
  Score: Raw -1699952.944908 + Penalty 3105.718030 = -1696847.226879
  nChanged 494
		SP:Iteration 15Q (57234.070000 sec): 3 clusters
  Score: Raw -1700254.946361 + Penalty 3105.718030 = -1697149.228332
  nChanged 455
		SP:Iteration 16Q (57234.300000 sec): 3 clusters
  Score: Raw -1700512.618816 + Penalty 3105.718030 = -1697406.900787
  nChanged 391
		SP:Iteration 17Q (57234.540000 sec): 3 clusters
  Score: Raw -1700711.158730 + Penalty 3105.718030 = -1697605.440701
  nChanged 335
		SP:Iteration 18Q (57234.800000 sec): 3 clusters
  Score: Raw -1700867.003715 + Penalty 3105.718030 = -1697761.285686
  nChanged 296
		SP:Iteration 19Q (57235.040000 sec): 3 clusters
  Score: Raw -1701010.324185 + Penalty 3105.718030 = -1697904.606156
  nChanged 276
		SP:Iteration 20F (57235.210000 sec): 3 clusters
  Score: Raw -1701133.518245 + Penalty 3105.718030 = -1698027.800215
  nChanged 218
		SP:Iteration 21Q (57235.470000 sec): 3 clusters
  Score: Raw -1701223.466055 + Penalty 3105.718030 = -1698117.748025
  nChanged 189
		SP:Iteration 22Q (57235.690000 sec): 3 clusters
  Score: Raw -1701298.935684 + Penalty 3105.718030 = -1698193.217654
  nChanged 168
		SP:Iteration 23Q (57235.960000 sec): 3 clusters
  Score: Raw -1701365.363861 + Penalty 3105.718030 = -1698259.645832
  nChanged 144
		SP:Iteration 24Q (57236.190000 sec): 3 clusters
  Score: Raw -1701415.100788 + Penalty 3105.718030 = -1698309.382759
  nChanged 111
		SP:Iteration 25Q (57236.410000 sec): 3 clusters
  Score: Raw -1701450.893335 + Penalty 3105.718030 = -1698345.175306
  nChanged 85
		SP:Iteration 26Q (57236.610000 sec): 3 clusters
  Score: Raw -1701476.547640 + Penalty 3105.718030 = -1698370.829610
  nChanged 60
		SP:Iteration 27Q (57236.790000 sec): 3 clusters
  Score: Raw -1701493.756640 + Penalty 3105.718030 = -1698388.038611
  nChanged 49
		SP:Iteration 28Q (57236.990000 sec): 3 clusters
  Score: Raw -1701506.973459 + Penalty 3105.718030 = -1698401.255430
  nChanged 45
		SP:Iteration 29Q (57237.210000 sec): 3 clusters
  Score: Raw -1701520.563673 + Penalty 3105.718030 = -1698414.845643
  nChanged 40
		SP:Iteration 30Q (57237.470000 sec): 3 clusters
  Score: Raw -1701531.794750 + Penalty 3105.718030 = -1698426.076720
  nChanged 39
		SP:Iteration 31Q (57237.680000 sec): 3 clusters
  Score: Raw -1701541.729084 + Penalty 3105.718030 = -1698436.011055
  nChanged 34
		SP:Iteration 32Q (57237.900000 sec): 3 clusters
  Score: Raw -1701551.695862 + Penalty 3105.718030 = -1698445.977833
  nChanged 32
		SP:Iteration 33Q (57238.130000 sec): 3 clusters
  Score: Raw -1701559.958838 + Penalty 3105.718030 = -1698454.240808
  nChanged 31
		SP:Iteration 34Q (57238.340000 sec): 3 clusters
  Score: Raw -1701569.327285 + Penalty 3105.718030 = -1698463.609256
  nChanged 34
		SP:Iteration 35Q (57238.600000 sec): 3 clusters
  Score: Raw -1701577.784391 + Penalty 3105.718030 = -1698472.066361
  nChanged 26
		SP:Iteration 36Q (57238.850000 sec): 3 clusters
  Score: Raw -1701583.351789 + Penalty 3105.718030 = -1698477.633760
  nChanged 20
		SP:Iteration 37Q (57239.060000 sec): 3 clusters
  Score: Raw -1701587.240582 + Penalty 3105.718030 = -1698481.522552
  nChanged 16
		SP:Iteration 38Q (57239.320000 sec): 3 clusters
  Score: Raw -1701591.591094 + Penalty 3105.718030 = -1698485.873064
  nChanged 20
		SP:Iteration 39Q (57239.520000 sec): 3 clusters
  Score: Raw -1701596.046143 + Penalty 3105.718030 = -1698490.328114
  nChanged 16
		SP:Iteration 40F (57239.770000 sec): 3 clusters
  Score: Raw -1701599.262874 + Penalty 3105.718030 = -1698493.544845
  nChanged 10
		SP:Iteration 41Q (57239.990000 sec): 3 clusters
  Score: Raw -1701601.738860 + Penalty 3105.718030 = -1698496.020830
  nChanged 10
		SP:Iteration 42Q (57240.190000 sec): 3 clusters
  Score: Raw -1701603.941077 + Penalty 3105.718030 = -1698498.223048
  nChanged 6
		SP:Iteration 43Q (57240.480000 sec): 3 clusters
  Score: Raw -1701605.301594 + Penalty 3105.718030 = -1698499.583564
  nChanged 5
		SP:Iteration 44Q (57240.740000 sec): 3 clusters
  Score: Raw -1701606.934330 + Penalty 3105.718030 = -1698501.216300
  nChanged 6
		SP:Iteration 45Q (57240.980000 sec): 3 clusters
  Score: Raw -1701608.082011 + Penalty 3105.718030 = -1698502.363981
  nChanged 3
		SP:Iteration 46Q (57241.260000 sec): 3 clusters
  Score: Raw -1701608.553519 + Penalty 3105.718030 = -1698502.835490
  nChanged 1
		SP:Iteration 47Q (57241.530000 sec): 3 clusters
  Score: Raw -1701608.683240 + Penalty 3105.718030 = -1698502.965210
  nChanged 2
		SP:Iteration 48Q (57241.720000 sec): 3 clusters
  Score: Raw -1701609.098752 + Penalty 3105.718030 = -1698503.380722
  nChanged 2
		SP:Iteration 49Q (57241.960000 sec): 3 clusters
  Score: Raw -1701609.421869 + Penalty 3105.718030 = -1698503.703839
  nChanged 1
		SP:Iteration 50Q (57242.230000 sec): 3 clusters
  Score: Raw -1701609.528309 + Penalty 3105.718030 = -1698503.810279
  nChanged 0
		SP:Iteration 51F (57242.440000 sec): 3 clusters
  Score: Raw -1701609.528309 + Penalty 3105.718030 = -1698503.810279
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (75030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57242.930000 sec): 2 clusters
  Score: Raw -8941950.231846 + Penalty 1824.167038 = -8940126.064808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57243.430000 sec): 3 clusters
  Score: Raw -8893538.991817 + Penalty 3648.334077 = -8889890.657741
  nChanged 35841
		SP:Iteration 1F (57243.910000 sec): 3 clusters
  Score: Raw -8914787.799838 + Penalty 3648.334077 = -8911139.465761
  nChanged 3462
		SP:Iteration 2Q (57244.440000 sec): 3 clusters
  Score: Raw -8916240.089665 + Penalty 3648.334077 = -8912591.755589
  nChanged 4278
		SP:Iteration 3F (57245.010000 sec): 3 clusters
  Score: Raw -8918474.886382 + Penalty 3648.334077 = -8914826.552306
  nChanged 5117
		SP:Iteration 4F (57245.550000 sec): 3 clusters
  Score: Raw -8921589.340127 + Penalty 3648.334077 = -8917941.006051
  nChanged 5469
		SP:Iteration 5F (57246.050000 sec): 3 clusters
  Score: Raw -8925207.988479 + Penalty 3648.334077 = -8921559.654403
  nChanged 5311
		SP:Iteration 6F (57246.630000 sec): 3 clusters
  Score: Raw -8928886.931489 + Penalty 3648.334077 = -8925238.597412
  nChanged 4657
		SP:Iteration 7F (57247.170000 sec): 3 clusters
  Score: Raw -8932315.625740 + Penalty 3648.334077 = -8928667.291663
  nChanged 3888
		SP:Iteration 8F (57247.700000 sec): 3 clusters
  Score: Raw -8935563.750428 + Penalty 3648.334077 = -8931915.416351
  nChanged 2942
		SP:Iteration 9Q (57248.250000 sec): 3 clusters
  Score: Raw -8938265.948816 + Penalty 3648.334077 = -8934617.614740
  nChanged 1966
		SP:Iteration 10Q (57248.730000 sec): 3 clusters
  Score: Raw -8940196.918862 + Penalty 3648.334077 = -8936548.584785
  nChanged 1183
		SP:Iteration 11Q (57249.220000 sec): 3 clusters
  Score: Raw -8941483.306675 + Penalty 3648.334077 = -8937834.972598
  nChanged 765
		SP:Iteration 12Q (57249.760000 sec): 3 clusters
  Score: Raw -8942254.413448 + Penalty 3648.334077 = -8938606.079371
  nChanged 504
		SP:Iteration 13Q (57250.260000 sec): 3 clusters
  Score: Raw -8942649.607921 + Penalty 3648.334077 = -8939001.273844
  nChanged 362
		SP:Iteration 14Q (57250.780000 sec): 3 clusters
  Score: Raw -8942904.781014 + Penalty 3648.334077 = -8939256.446938
  nChanged 303
		SP:Iteration 15Q (57251.300000 sec): 3 clusters
  Score: Raw -8943072.276565 + Penalty 3648.334077 = -8939423.942488
  nChanged 217
		SP:Iteration 16Q (57251.810000 sec): 3 clusters
  Score: Raw -8943171.679519 + Penalty 3648.334077 = -8939523.345443
  nChanged 153
		SP:Iteration 17Q (57252.270000 sec): 3 clusters
  Score: Raw -8943230.384572 + Penalty 3648.334077 = -8939582.050495
  nChanged 120
		SP:Iteration 18Q (57252.740000 sec): 3 clusters
  Score: Raw -8943273.411838 + Penalty 3648.334077 = -8939625.077761
  nChanged 90
		SP:Iteration 19Q (57253.270000 sec): 3 clusters
  Score: Raw -8943296.204678 + Penalty 3648.334077 = -8939647.870601
  nChanged 64
		SP:Iteration 20F (57253.820000 sec): 3 clusters
  Score: Raw -8943307.616031 + Penalty 3648.334077 = -8939659.281954
  nChanged 50
		SP:Iteration 21Q (57254.300000 sec): 3 clusters
  Score: Raw -8943314.794381 + Penalty 3648.334077 = -8939666.460304
  nChanged 33
		SP:Iteration 22Q (57254.810000 sec): 3 clusters
  Score: Raw -8943319.120812 + Penalty 3648.334077 = -8939670.786735
  nChanged 26
		SP:Iteration 23Q (57255.310000 sec): 3 clusters
  Score: Raw -8943322.868250 + Penalty 3648.334077 = -8939674.534173
  nChanged 25
		SP:Iteration 24Q (57255.840000 sec): 3 clusters
  Score: Raw -8943326.116521 + Penalty 3648.334077 = -8939677.782444
  nChanged 20
		SP:Iteration 25Q (57256.320000 sec): 3 clusters
  Score: Raw -8943328.698963 + Penalty 3648.334077 = -8939680.364886
  nChanged 15
		SP:Iteration 26Q (57256.810000 sec): 3 clusters
  Score: Raw -8943330.841894 + Penalty 3648.334077 = -8939682.507817
  nChanged 15
		SP:Iteration 27Q (57257.320000 sec): 3 clusters
  Score: Raw -8943332.882996 + Penalty 3648.334077 = -8939684.548919
  nChanged 12
		SP:Iteration 28Q (57257.810000 sec): 3 clusters
  Score: Raw -8943334.734428 + Penalty 3648.334077 = -8939686.400351
  nChanged 17
		SP:Iteration 29Q (57258.360000 sec): 3 clusters
  Score: Raw -8943337.598261 + Penalty 3648.334077 = -8939689.264184
  nChanged 15
		SP:Iteration 30Q (57258.870000 sec): 3 clusters
  Score: Raw -8943339.445301 + Penalty 3648.334077 = -8939691.111224
  nChanged 13
		SP:Iteration 31Q (57259.390000 sec): 3 clusters
  Score: Raw -8943341.060698 + Penalty 3648.334077 = -8939692.726622
  nChanged 12
		SP:Iteration 32Q (57259.810000 sec): 3 clusters
  Score: Raw -8943342.385562 + Penalty 3648.334077 = -8939694.051486
  nChanged 7
		SP:Iteration 33Q (57260.310000 sec): 3 clusters
  Score: Raw -8943343.162882 + Penalty 3648.334077 = -8939694.828805
  nChanged 8
		SP:Iteration 34Q (57260.850000 sec): 3 clusters
  Score: Raw -8943344.060474 + Penalty 3648.334077 = -8939695.726397
  nChanged 5
		SP:Iteration 35Q (57261.310000 sec): 3 clusters
  Score: Raw -8943344.394365 + Penalty 3648.334077 = -8939696.060288
  nChanged 1
		SP:Iteration 36Q (57261.810000 sec): 3 clusters
  Score: Raw -8943344.629286 + Penalty 3648.334077 = -8939696.295210
  nChanged 3
		SP:Iteration 37Q (57262.380000 sec): 3 clusters
  Score: Raw -8943344.885270 + Penalty 3648.334077 = -8939696.551193
  nChanged 2
		SP:Iteration 38Q (57262.890000 sec): 3 clusters
  Score: Raw -8943345.107931 + Penalty 3648.334077 = -8939696.773854
  nChanged 2
		SP:Iteration 39Q (57263.410000 sec): 3 clusters
  Score: Raw -8943345.227533 + Penalty 3648.334077 = -8939696.893456
  nChanged 3
		SP:Iteration 40F (57263.970000 sec): 3 clusters
  Score: Raw -8943345.715364 + Penalty 3648.334077 = -8939697.381288
  nChanged 4
		SP:Iteration 41Q (57264.500000 sec): 3 clusters
  Score: Raw -8943346.026968 + Penalty 3648.334077 = -8939697.692892
  nChanged 3
		SP:Iteration 42Q (57265.030000 sec): 3 clusters
  Score: Raw -8943346.478123 + Penalty 3648.334077 = -8939698.144047
  nChanged 4
		SP:Iteration 43Q (57265.520000 sec): 3 clusters
  Score: Raw -8943346.957448 + Penalty 3648.334077 = -8939698.623371
  nChanged 7
		SP:Iteration 44Q (57266.000000 sec): 3 clusters
  Score: Raw -8943347.721862 + Penalty 3648.334077 = -8939699.387786
  nChanged 7
		SP:Iteration 45Q (57266.490000 sec): 3 clusters
  Score: Raw -8943348.658834 + Penalty 3648.334077 = -8939700.324757
  nChanged 9
		SP:Iteration 46Q (57266.910000 sec): 3 clusters
  Score: Raw -8943349.786740 + Penalty 3648.334077 = -8939701.452663
  nChanged 7
		SP:Iteration 47Q (57267.420000 sec): 3 clusters
  Score: Raw -8943350.639222 + Penalty 3648.334077 = -8939702.305146
  nChanged 9
		SP:Iteration 48Q (57267.920000 sec): 3 clusters
  Score: Raw -8943351.843864 + Penalty 3648.334077 = -8939703.509787
  nChanged 7
		SP:Iteration 49Q (57268.450000 sec): 3 clusters
  Score: Raw -8943352.717181 + Penalty 3648.334077 = -8939704.383104
  nChanged 4
		SP:Iteration 50Q (57268.940000 sec): 3 clusters
  Score: Raw -8943353.034014 + Penalty 3648.334077 = -8939704.699938
  nChanged 0
		SP:Iteration 51F (57269.550000 sec): 3 clusters
  Score: Raw -8943353.034014 + Penalty 3648.334077 = -8939704.699938
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (15085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57269.730000 sec): 2 clusters
  Score: Raw -1716807.213977 + Penalty 1563.486625 = -1715243.727352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57270.010000 sec): 3 clusters
  Score: Raw -1707837.033096 + Penalty 3126.973249 = -1704710.059847
  nChanged 6807
		SP:Iteration 1F (57270.270000 sec): 3 clusters
  Score: Raw -1711682.034714 + Penalty 3126.973249 = -1708555.061465
  nChanged 813
		SP:Iteration 2F (57270.530000 sec): 3 clusters
  Score: Raw -1711997.714239 + Penalty 3126.973249 = -1708870.740990
  nChanged 694
		SP:Iteration 3Q (57270.780000 sec): 3 clusters
  Score: Raw -1712267.347536 + Penalty 3126.973249 = -1709140.374287
  nChanged 680
		SP:Iteration 4Q (57271.040000 sec): 3 clusters
  Score: Raw -1712540.816612 + Penalty 3126.973249 = -1709413.843363
  nChanged 650
		SP:Iteration 5Q (57271.360000 sec): 3 clusters
  Score: Raw -1712821.584767 + Penalty 3126.973249 = -1709694.611518
  nChanged 653
		SP:Iteration 6Q (57271.620000 sec): 3 clusters
  Score: Raw -1713122.032075 + Penalty 3126.973249 = -1709995.058826
  nChanged 696
		SP:Iteration 7Q (57271.910000 sec): 3 clusters
  Score: Raw -1713494.797617 + Penalty 3126.973249 = -1710367.824368
  nChanged 764
		SP:Iteration 8F (57272.150000 sec): 3 clusters
  Score: Raw -1713961.348441 + Penalty 3126.973249 = -1710834.375192
  nChanged 778
		SP:Iteration 9F (57272.390000 sec): 3 clusters
  Score: Raw -1714513.220118 + Penalty 3126.973249 = -1711386.246869
  nChanged 767
		SP:Iteration 10F (57272.670000 sec): 3 clusters
  Score: Raw -1715028.658678 + Penalty 3126.973249 = -1711901.685429
  nChanged 682
		SP:Iteration 11Q (57272.900000 sec): 3 clusters
  Score: Raw -1715523.847792 + Penalty 3126.973249 = -1712396.874542
  nChanged 586
		SP:Iteration 12Q (57273.180000 sec): 3 clusters
  Score: Raw -1715901.817795 + Penalty 3126.973249 = -1712774.844545
  nChanged 448
		SP:Iteration 13Q (57273.420000 sec): 3 clusters
  Score: Raw -1716142.728410 + Penalty 3126.973249 = -1713015.755161
  nChanged 355
		SP:Iteration 14Q (57273.650000 sec): 3 clusters
  Score: Raw -1716306.709649 + Penalty 3126.973249 = -1713179.736400
  nChanged 294
		SP:Iteration 15Q (57273.980000 sec): 3 clusters
  Score: Raw -1716446.700539 + Penalty 3126.973249 = -1713319.727290
  nChanged 250
		SP:Iteration 16Q (57274.280000 sec): 3 clusters
  Score: Raw -1716574.031134 + Penalty 3126.973249 = -1713447.057884
  nChanged 230
		SP:Iteration 17Q (57274.530000 sec): 3 clusters
  Score: Raw -1716690.937213 + Penalty 3126.973249 = -1713563.963963
  nChanged 216
		SP:Iteration 18Q (57274.780000 sec): 3 clusters
  Score: Raw -1716811.842492 + Penalty 3126.973249 = -1713684.869243
  nChanged 215
		SP:Iteration 19Q (57274.960000 sec): 3 clusters
  Score: Raw -1716930.205751 + Penalty 3126.973249 = -1713803.232502
  nChanged 214
		SP:Iteration 20F (57275.200000 sec): 3 clusters
  Score: Raw -1717031.784284 + Penalty 3126.973249 = -1713904.811035
  nChanged 193
		SP:Iteration 21Q (57275.470000 sec): 3 clusters
  Score: Raw -1717104.701405 + Penalty 3126.973249 = -1713977.728156
  nChanged 163
		SP:Iteration 22Q (57275.710000 sec): 3 clusters
  Score: Raw -1717157.320981 + Penalty 3126.973249 = -1714030.347732
  nChanged 137
		SP:Iteration 23Q (57275.930000 sec): 3 clusters
  Score: Raw -1717196.706180 + Penalty 3126.973249 = -1714069.732931
  nChanged 110
		SP:Iteration 24Q (57276.170000 sec): 3 clusters
  Score: Raw -1717219.502241 + Penalty 3126.973249 = -1714092.528992
  nChanged 77
		SP:Iteration 25Q (57276.380000 sec): 3 clusters
  Score: Raw -1717231.645818 + Penalty 3126.973249 = -1714104.672568
  nChanged 46
		SP:Iteration 26Q (57276.600000 sec): 3 clusters
  Score: Raw -1717238.715183 + Penalty 3126.973249 = -1714111.741934
  nChanged 34
		SP:Iteration 27Q (57276.870000 sec): 3 clusters
  Score: Raw -1717243.118144 + Penalty 3126.973249 = -1714116.144894
  nChanged 31
		SP:Iteration 28Q (57277.180000 sec): 3 clusters
  Score: Raw -1717247.009375 + Penalty 3126.973249 = -1714120.036126
  nChanged 27
		SP:Iteration 29Q (57277.420000 sec): 3 clusters
  Score: Raw -1717249.358929 + Penalty 3126.973249 = -1714122.385680
  nChanged 17
		SP:Iteration 30Q (57277.680000 sec): 3 clusters
  Score: Raw -1717251.265814 + Penalty 3126.973249 = -1714124.292565
  nChanged 18
		SP:Iteration 31Q (57277.940000 sec): 3 clusters
  Score: Raw -1717252.930742 + Penalty 3126.973249 = -1714125.957493
  nChanged 16
		SP:Iteration 32Q (57278.230000 sec): 3 clusters
  Score: Raw -1717255.488170 + Penalty 3126.973249 = -1714128.514920
  nChanged 26
		SP:Iteration 33Q (57278.470000 sec): 3 clusters
  Score: Raw -1717258.898099 + Penalty 3126.973249 = -1714131.924850
  nChanged 20
		SP:Iteration 34Q (57278.740000 sec): 3 clusters
  Score: Raw -1717260.926238 + Penalty 3126.973249 = -1714133.952989
  nChanged 18
		SP:Iteration 35Q (57279.030000 sec): 3 clusters
  Score: Raw -1717263.115956 + Penalty 3126.973249 = -1714136.142707
  nChanged 21
		SP:Iteration 36Q (57279.290000 sec): 3 clusters
  Score: Raw -1717265.414633 + Penalty 3126.973249 = -1714138.441384
  nChanged 16
		SP:Iteration 37Q (57279.590000 sec): 3 clusters
  Score: Raw -1717266.493068 + Penalty 3126.973249 = -1714139.519819
  nChanged 4
		SP:Iteration 38Q (57279.780000 sec): 3 clusters
  Score: Raw -1717266.818646 + Penalty 3126.973249 = -1714139.845397
  nChanged 3
		SP:Iteration 39Q (57280.040000 sec): 3 clusters
  Score: Raw -1717266.971159 + Penalty 3126.973249 = -1714139.997910
  nChanged 5
		SP:Iteration 40F (57280.250000 sec): 3 clusters
  Score: Raw -1717267.288704 + Penalty 3126.973249 = -1714140.315454
  nChanged 2
		SP:Iteration 41Q (57280.550000 sec): 3 clusters
  Score: Raw -1717267.371874 + Penalty 3126.973249 = -1714140.398625
  nChanged 1
		SP:Iteration 42Q (57280.770000 sec): 3 clusters
  Score: Raw -1717267.392327 + Penalty 3126.973249 = -1714140.419078
  nChanged 1
		SP:Iteration 43Q (57281.060000 sec): 3 clusters
  Score: Raw -1717267.422833 + Penalty 3126.973249 = -1714140.449583
  nChanged 0
		SP:Iteration 44F (57281.350000 sec): 3 clusters
  Score: Raw -1717267.422833 + Penalty 3126.973249 = -1714140.449583
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57281.500000 sec): 2 clusters
  Score: Raw -1905636.360146 + Penalty 1578.331819 = -1904058.028328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57281.770000 sec): 3 clusters
  Score: Raw -1895911.026212 + Penalty 3156.663637 = -1892754.362574
  nChanged 7357
		SP:Iteration 1F (57282.010000 sec): 3 clusters
  Score: Raw -1900138.667416 + Penalty 3156.663637 = -1896982.003779
  nChanged 1051
		SP:Iteration 2F (57282.290000 sec): 3 clusters
  Score: Raw -1900655.126007 + Penalty 3156.663637 = -1897498.462370
  nChanged 1001
		SP:Iteration 3F (57282.520000 sec): 3 clusters
  Score: Raw -1901172.208322 + Penalty 3156.663637 = -1898015.544685
  nChanged 959
		SP:Iteration 4F (57282.780000 sec): 3 clusters
  Score: Raw -1901722.373341 + Penalty 3156.663637 = -1898565.709704
  nChanged 1000
		SP:Iteration 5F (57283.070000 sec): 3 clusters
  Score: Raw -1902341.469003 + Penalty 3156.663637 = -1899184.805366
  nChanged 960
		SP:Iteration 6F (57283.290000 sec): 3 clusters
  Score: Raw -1902936.547585 + Penalty 3156.663637 = -1899779.883948
  nChanged 834
		SP:Iteration 7F (57283.500000 sec): 3 clusters
  Score: Raw -1903425.675390 + Penalty 3156.663637 = -1900269.011752
  nChanged 702
		SP:Iteration 8Q (57283.760000 sec): 3 clusters
  Score: Raw -1903807.724673 + Penalty 3156.663637 = -1900651.061036
  nChanged 590
		SP:Iteration 9Q (57283.990000 sec): 3 clusters
  Score: Raw -1904113.455570 + Penalty 3156.663637 = -1900956.791933
  nChanged 509
		SP:Iteration 10Q (57284.230000 sec): 3 clusters
  Score: Raw -1904359.194064 + Penalty 3156.663637 = -1901202.530426
  nChanged 451
		SP:Iteration 11Q (57284.510000 sec): 3 clusters
  Score: Raw -1904570.576239 + Penalty 3156.663637 = -1901413.912602
  nChanged 426
		SP:Iteration 12Q (57284.760000 sec): 3 clusters
  Score: Raw -1904767.659609 + Penalty 3156.663637 = -1901610.995972
  nChanged 377
		SP:Iteration 13Q (57285.040000 sec): 3 clusters
  Score: Raw -1904949.564372 + Penalty 3156.663637 = -1901792.900735
  nChanged 332
		SP:Iteration 14Q (57285.370000 sec): 3 clusters
  Score: Raw -1905099.676245 + Penalty 3156.663637 = -1901943.012607
  nChanged 303
		SP:Iteration 15Q (57285.610000 sec): 3 clusters
  Score: Raw -1905218.275412 + Penalty 3156.663637 = -1902061.611775
  nChanged 244
		SP:Iteration 16Q (57285.870000 sec): 3 clusters
  Score: Raw -1905306.792493 + Penalty 3156.663637 = -1902150.128856
  nChanged 235
		SP:Iteration 17Q (57286.140000 sec): 3 clusters
  Score: Raw -1905396.773320 + Penalty 3156.663637 = -1902240.109683
  nChanged 222
		SP:Iteration 18Q (57286.360000 sec): 3 clusters
  Score: Raw -1905480.876093 + Penalty 3156.663637 = -1902324.212455
  nChanged 211
		SP:Iteration 19Q (57286.650000 sec): 3 clusters
  Score: Raw -1905560.416635 + Penalty 3156.663637 = -1902403.752998
  nChanged 190
		SP:Iteration 20F (57286.930000 sec): 3 clusters
  Score: Raw -1905625.832447 + Penalty 3156.663637 = -1902469.168810
  nChanged 179
		SP:Iteration 21Q (57287.160000 sec): 3 clusters
  Score: Raw -1905696.881718 + Penalty 3156.663637 = -1902540.218080
  nChanged 190
		SP:Iteration 22Q (57287.460000 sec): 3 clusters
  Score: Raw -1905775.194574 + Penalty 3156.663637 = -1902618.530936
  nChanged 160
		SP:Iteration 23Q (57287.760000 sec): 3 clusters
  Score: Raw -1905838.321308 + Penalty 3156.663637 = -1902681.657671
  nChanged 145
		SP:Iteration 24Q (57288.030000 sec): 3 clusters
  Score: Raw -1905896.544750 + Penalty 3156.663637 = -1902739.881113
  nChanged 132
		SP:Iteration 25Q (57288.230000 sec): 3 clusters
  Score: Raw -1905951.318589 + Penalty 3156.663637 = -1902794.654952
  nChanged 113
		SP:Iteration 26Q (57288.520000 sec): 3 clusters
  Score: Raw -1906012.961237 + Penalty 3156.663637 = -1902856.297599
  nChanged 129
		SP:Iteration 27Q (57288.800000 sec): 3 clusters
  Score: Raw -1906090.645430 + Penalty 3156.663637 = -1902933.981793
  nChanged 111
		SP:Iteration 28Q (57288.990000 sec): 3 clusters
  Score: Raw -1906152.540635 + Penalty 3156.663637 = -1902995.876998
  nChanged 93
		SP:Iteration 29Q (57289.230000 sec): 3 clusters
  Score: Raw -1906196.637475 + Penalty 3156.663637 = -1903039.973838
  nChanged 75
		SP:Iteration 30Q (57289.500000 sec): 3 clusters
  Score: Raw -1906224.837454 + Penalty 3156.663637 = -1903068.173817
  nChanged 59
		SP:Iteration 31Q (57289.710000 sec): 3 clusters
  Score: Raw -1906246.936840 + Penalty 3156.663637 = -1903090.273203
  nChanged 51
		SP:Iteration 32Q (57289.910000 sec): 3 clusters
  Score: Raw -1906268.126987 + Penalty 3156.663637 = -1903111.463350
  nChanged 50
		SP:Iteration 33Q (57290.150000 sec): 3 clusters
  Score: Raw -1906292.764878 + Penalty 3156.663637 = -1903136.101241
  nChanged 45
		SP:Iteration 34Q (57290.390000 sec): 3 clusters
  Score: Raw -1906313.546264 + Penalty 3156.663637 = -1903156.882627
  nChanged 26
		SP:Iteration 35Q (57290.660000 sec): 3 clusters
  Score: Raw -1906324.016607 + Penalty 3156.663637 = -1903167.352970
  nChanged 28
		SP:Iteration 36Q (57290.890000 sec): 3 clusters
  Score: Raw -1906339.490062 + Penalty 3156.663637 = -1903182.826425
  nChanged 29
		SP:Iteration 37Q (57291.180000 sec): 3 clusters
  Score: Raw -1906351.884284 + Penalty 3156.663637 = -1903195.220647
  nChanged 23
		SP:Iteration 38Q (57291.410000 sec): 3 clusters
  Score: Raw -1906356.816511 + Penalty 3156.663637 = -1903200.152873
  nChanged 13
		SP:Iteration 39Q (57291.700000 sec): 3 clusters
  Score: Raw -1906360.607616 + Penalty 3156.663637 = -1903203.943979
  nChanged 16
		SP:Iteration 40F (57291.950000 sec): 3 clusters
  Score: Raw -1906364.257893 + Penalty 3156.663637 = -1903207.594255
  nChanged 15
		SP:Iteration 41Q (57292.190000 sec): 3 clusters
  Score: Raw -1906370.074846 + Penalty 3156.663637 = -1903213.411209
  nChanged 12
		SP:Iteration 42Q (57292.450000 sec): 3 clusters
  Score: Raw -1906374.085053 + Penalty 3156.663637 = -1903217.421415
  nChanged 9
		SP:Iteration 43Q (57292.740000 sec): 3 clusters
  Score: Raw -1906376.832199 + Penalty 3156.663637 = -1903220.168561
  nChanged 5
		SP:Iteration 44Q (57292.950000 sec): 3 clusters
  Score: Raw -1906378.360147 + Penalty 3156.663637 = -1903221.696510
  nChanged 3
		SP:Iteration 45Q (57293.210000 sec): 3 clusters
  Score: Raw -1906378.657466 + Penalty 3156.663637 = -1903221.993829
  nChanged 3
		SP:Iteration 46Q (57293.460000 sec): 3 clusters
  Score: Raw -1906379.408695 + Penalty 3156.663637 = -1903222.745058
  nChanged 2
		SP:Iteration 47Q (57293.710000 sec): 3 clusters
  Score: Raw -1906379.875123 + Penalty 3156.663637 = -1903223.211486
  nChanged 4
		SP:Iteration 48Q (57293.990000 sec): 3 clusters
  Score: Raw -1906380.452074 + Penalty 3156.663637 = -1903223.788437
  nChanged 1
		SP:Iteration 49Q (57294.210000 sec): 3 clusters
  Score: Raw -1906380.548786 + Penalty 3156.663637 = -1903223.885149
  nChanged 1
		SP:Iteration 50Q (57294.450000 sec): 3 clusters
  Score: Raw -1906380.650208 + Penalty 3156.663637 = -1903223.986571
  nChanged 1
		SP:Iteration 51Q (57294.720000 sec): 3 clusters
  Score: Raw -1906380.848680 + Penalty 3156.663637 = -1903224.185043
  nChanged 2
		SP:Iteration 52Q (57294.950000 sec): 3 clusters
  Score: Raw -1906381.332429 + Penalty 3156.663637 = -1903224.668792
  nChanged 1
		SP:Iteration 53Q (57295.240000 sec): 3 clusters
  Score: Raw -1906381.439491 + Penalty 3156.663637 = -1903224.775853
  nChanged 0
		SP:Iteration 54F (57295.490000 sec): 3 clusters
  Score: Raw -1906381.439491 + Penalty 3156.663637 = -1903224.775853
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57295.620000 sec): 2 clusters
  Score: Raw -12737.013771 + Penalty 804.173482 = -11932.840289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57295.830000 sec): 3 clusters
  Score: Raw -12975.148569 + Penalty 1608.346964 = -11366.801605
  nChanged 12
		SP:Iteration 1F (57296.060000 sec): 3 clusters
  Score: Raw -13053.065121 + Penalty 1608.346964 = -11444.718156
  nChanged 5
		SP:Iteration 2Q (57296.240000 sec): 3 clusters
  Score: Raw -13085.740547 + Penalty 1608.346964 = -11477.393583
  nChanged 2
		SP:Iteration 3Q (57296.400000 sec): 3 clusters
  Score: Raw -13103.416299 + Penalty 1608.346964 = -11495.069335
  nChanged 1
		SP:Iteration 4Q (57296.580000 sec): 3 clusters
  Score: Raw -13106.269413 + Penalty 1608.346964 = -11497.922448
  nChanged 0
		SP:Iteration 5F (57296.740000 sec): 3 clusters
  Score: Raw -13106.269413 + Penalty 1608.346964 = -11497.922448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57296.850000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57297.000000 sec): 3 clusters
  Score: Raw -56125.670210 + Penalty 2010.517803 = -54115.152407
  nChanged 135
		SP:Iteration 1F (57297.150000 sec): 3 clusters
  Score: Raw -56319.810380 + Penalty 2010.517803 = -54309.292578
  nChanged 33
		SP:Iteration 2F (57297.310000 sec): 3 clusters
  Score: Raw -56376.081619 + Penalty 2010.517803 = -54365.563816
  nChanged 14
		SP:Iteration 3Q (57297.480000 sec): 3 clusters
  Score: Raw -56398.304443 + Penalty 2010.517803 = -54387.786640
  nChanged 6
		SP:Iteration 4Q (57297.660000 sec): 3 clusters
  Score: Raw -56407.865555 + Penalty 2010.517803 = -54397.347752
  nChanged 5
		SP:Iteration 5Q (57297.880000 sec): 3 clusters
  Score: Raw -56417.363746 + Penalty 2010.517803 = -54406.845943
  nChanged 1
		SP:Iteration 6Q (57298.120000 sec): 3 clusters
  Score: Raw -56418.568026 + Penalty 2010.517803 = -54408.050223
  nChanged 0
		SP:Iteration 7F (57298.270000 sec): 3 clusters
  Score: Raw -56418.568026 + Penalty 2010.517803 = -54408.050223
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (311052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57299.750000 sec): 2 clusters
  Score: Raw -37923312.718844 + Penalty 2055.253749 = -37921257.465095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57301.150000 sec): 3 clusters
  Score: Raw -37715189.281336 + Penalty 4110.507498 = -37711078.773837
  nChanged 151760
		SP:Iteration 1F (57302.670000 sec): 3 clusters
  Score: Raw -37807640.332485 + Penalty 4110.507498 = -37803529.824987
  nChanged 9173
		SP:Iteration 2Q (57304.200000 sec): 3 clusters
  Score: Raw -37809978.920181 + Penalty 4110.507498 = -37805868.412682
  nChanged 10361
		SP:Iteration 3Q (57305.650000 sec): 3 clusters
  Score: Raw -37813034.765422 + Penalty 4110.507498 = -37808924.257923
  nChanged 11563
		SP:Iteration 4Q (57307.170000 sec): 3 clusters
  Score: Raw -37816963.856280 + Penalty 4110.507498 = -37812853.348781
  nChanged 12770
		SP:Iteration 5Q (57308.600000 sec): 3 clusters
  Score: Raw -37821972.990366 + Penalty 4110.507498 = -37817862.482868
  nChanged 14073
		SP:Iteration 6Q (57310.090000 sec): 3 clusters
  Score: Raw -37828165.335060 + Penalty 4110.507498 = -37824054.827562
  nChanged 15298
		SP:Iteration 7Q (57311.570000 sec): 3 clusters
  Score: Raw -37835611.145201 + Penalty 4110.507498 = -37831500.637703
  nChanged 16215
		SP:Iteration 8F (57313.120000 sec): 3 clusters
  Score: Raw -37844412.978238 + Penalty 4110.507498 = -37840302.470740
  nChanged 16920
		SP:Iteration 9F (57314.670000 sec): 3 clusters
  Score: Raw -37854794.004878 + Penalty 4110.507498 = -37850683.497380
  nChanged 16959
		SP:Iteration 10F (57316.090000 sec): 3 clusters
  Score: Raw -37865526.673458 + Penalty 4110.507498 = -37861416.165960
  nChanged 15492
		SP:Iteration 11Q (57317.620000 sec): 3 clusters
  Score: Raw -37874414.074314 + Penalty 4110.507498 = -37870303.566815
  nChanged 12527
		SP:Iteration 12Q (57319.190000 sec): 3 clusters
  Score: Raw -37880247.273080 + Penalty 4110.507498 = -37876136.765581
  nChanged 9516
		SP:Iteration 13Q (57320.760000 sec): 3 clusters
  Score: Raw -37884000.612681 + Penalty 4110.507498 = -37879890.105182
  nChanged 7499
		SP:Iteration 14Q (57322.250000 sec): 3 clusters
  Score: Raw -37887001.594292 + Penalty 4110.507498 = -37882891.086794
  nChanged 6898
		SP:Iteration 15Q (57323.670000 sec): 3 clusters
  Score: Raw -37889902.190528 + Penalty 4110.507498 = -37885791.683030
  nChanged 6741
		SP:Iteration 16Q (57325.230000 sec): 3 clusters
  Score: Raw -37892850.711260 + Penalty 4110.507498 = -37888740.203761
  nChanged 6601
		SP:Iteration 17Q (57326.710000 sec): 3 clusters
  Score: Raw -37895873.265994 + Penalty 4110.507498 = -37891762.758495
  nChanged 6378
		SP:Iteration 18Q (57328.180000 sec): 3 clusters
  Score: Raw -37898954.057235 + Penalty 4110.507498 = -37894843.549737
  nChanged 6103
		SP:Iteration 19Q (57329.830000 sec): 3 clusters
  Score: Raw -37902006.709420 + Penalty 4110.507498 = -37897896.201921
  nChanged 5654
		SP:Iteration 20F (57331.590000 sec): 3 clusters
  Score: Raw -37904866.651390 + Penalty 4110.507498 = -37900756.143891
  nChanged 5268
		SP:Iteration 21Q (57333.070000 sec): 3 clusters
  Score: Raw -37907626.811158 + Penalty 4110.507498 = -37903516.303660
  nChanged 4773
		SP:Iteration 22Q (57334.620000 sec): 3 clusters
  Score: Raw -37910149.588467 + Penalty 4110.507498 = -37906039.080969
  nChanged 4294
		SP:Iteration 23Q (57336.130000 sec): 3 clusters
  Score: Raw -37912448.324928 + Penalty 4110.507498 = -37908337.817430
  nChanged 3760
		SP:Iteration 24Q (57337.530000 sec): 3 clusters
  Score: Raw -37914448.527810 + Penalty 4110.507498 = -37910338.020311
  nChanged 3267
		SP:Iteration 25Q (57338.830000 sec): 3 clusters
  Score: Raw -37916148.865347 + Penalty 4110.507498 = -37912038.357849
  nChanged 2695
		SP:Iteration 26Q (57340.230000 sec): 3 clusters
  Score: Raw -37917502.330417 + Penalty 4110.507498 = -37913391.822918
  nChanged 2310
		SP:Iteration 27Q (57341.690000 sec): 3 clusters
  Score: Raw -37918645.495257 + Penalty 4110.507498 = -37914534.987758
  nChanged 2011
		SP:Iteration 28Q (57343.110000 sec): 3 clusters
  Score: Raw -37919621.143012 + Penalty 4110.507498 = -37915510.635513
  nChanged 1635
		SP:Iteration 29Q (57344.510000 sec): 3 clusters
  Score: Raw -37920371.627358 + Penalty 4110.507498 = -37916261.119859
  nChanged 1397
		SP:Iteration 30Q (57345.960000 sec): 3 clusters
  Score: Raw -37920999.913085 + Penalty 4110.507498 = -37916889.405586
  nChanged 1217
		SP:Iteration 31Q (57347.500000 sec): 3 clusters
  Score: Raw -37921521.628685 + Penalty 4110.507498 = -37917411.121186
  nChanged 998
		SP:Iteration 32Q (57348.900000 sec): 3 clusters
  Score: Raw -37921922.980828 + Penalty 4110.507498 = -37917812.473329
  nChanged 869
		SP:Iteration 33Q (57350.160000 sec): 3 clusters
  Score: Raw -37922269.746007 + Penalty 4110.507498 = -37918159.238508
  nChanged 747
		SP:Iteration 34Q (57351.760000 sec): 3 clusters
  Score: Raw -37922570.575065 + Penalty 4110.507498 = -37918460.067566
  nChanged 623
		SP:Iteration 35Q (57353.180000 sec): 3 clusters
  Score: Raw -37922806.233719 + Penalty 4110.507498 = -37918695.726221
  nChanged 517
		SP:Iteration 36Q (57354.480000 sec): 3 clusters
  Score: Raw -37922995.027618 + Penalty 4110.507498 = -37918884.520119
  nChanged 435
		SP:Iteration 37Q (57355.820000 sec): 3 clusters
  Score: Raw -37923144.999391 + Penalty 4110.507498 = -37919034.491893
  nChanged 338
		SP:Iteration 38Q (57357.210000 sec): 3 clusters
  Score: Raw -37923253.754470 + Penalty 4110.507498 = -37919143.246972
  nChanged 296
		SP:Iteration 39Q (57358.630000 sec): 3 clusters
  Score: Raw -37923344.722952 + Penalty 4110.507498 = -37919234.215453
  nChanged 266
		SP:Iteration 40F (57359.960000 sec): 3 clusters
  Score: Raw -37923427.340803 + Penalty 4110.507498 = -37919316.833304
  nChanged 232
		SP:Iteration 41Q (57361.230000 sec): 3 clusters
  Score: Raw -37923497.950279 + Penalty 4110.507498 = -37919387.442781
  nChanged 203
		SP:Iteration 42Q (57362.520000 sec): 3 clusters
  Score: Raw -37923559.399970 + Penalty 4110.507498 = -37919448.892472
  nChanged 167
		SP:Iteration 43Q (57363.880000 sec): 3 clusters
  Score: Raw -37923613.184397 + Penalty 4110.507498 = -37919502.676898
  nChanged 157
		SP:Iteration 44Q (57365.170000 sec): 3 clusters
  Score: Raw -37923660.821128 + Penalty 4110.507498 = -37919550.313630
  nChanged 116
		SP:Iteration 45Q (57366.470000 sec): 3 clusters
  Score: Raw -37923691.974498 + Penalty 4110.507498 = -37919581.467000
  nChanged 106
		SP:Iteration 46Q (57367.670000 sec): 3 clusters
  Score: Raw -37923720.312256 + Penalty 4110.507498 = -37919609.804758
  nChanged 95
		SP:Iteration 47Q (57368.980000 sec): 3 clusters
  Score: Raw -37923746.274084 + Penalty 4110.507498 = -37919635.766585
  nChanged 83
		SP:Iteration 48Q (57370.170000 sec): 3 clusters
  Score: Raw -37923766.578905 + Penalty 4110.507498 = -37919656.071407
  nChanged 68
		SP:Iteration 49Q (57371.440000 sec): 3 clusters
  Score: Raw -37923782.387369 + Penalty 4110.507498 = -37919671.879871
  nChanged 64
		SP:Iteration 50Q (57372.700000 sec): 3 clusters
  Score: Raw -37923796.582980 + Penalty 4110.507498 = -37919686.075481
  nChanged 66
		SP:Iteration 51Q (57373.950000 sec): 3 clusters
  Score: Raw -37923812.167355 + Penalty 4110.507498 = -37919701.659857
  nChanged 54
		SP:Iteration 52Q (57375.170000 sec): 3 clusters
  Score: Raw -37923824.757348 + Penalty 4110.507498 = -37919714.249849
  nChanged 44
		SP:Iteration 53Q (57376.520000 sec): 3 clusters
  Score: Raw -37923833.045329 + Penalty 4110.507498 = -37919722.537831
  nChanged 30
		SP:Iteration 54Q (57377.920000 sec): 3 clusters
  Score: Raw -37923838.288269 + Penalty 4110.507498 = -37919727.780771
  nChanged 37
		SP:Iteration 55Q (57379.140000 sec): 3 clusters
  Score: Raw -37923846.180380 + Penalty 4110.507498 = -37919735.672881
  nChanged 34
		SP:Iteration 56Q (57380.400000 sec): 3 clusters
  Score: Raw -37923853.152738 + Penalty 4110.507498 = -37919742.645239
  nChanged 33
		SP:Iteration 57Q (57381.630000 sec): 3 clusters
  Score: Raw -37923861.511092 + Penalty 4110.507498 = -37919751.003593
  nChanged 39
		SP:Iteration 58Q (57382.830000 sec): 3 clusters
  Score: Raw -37923870.941367 + Penalty 4110.507498 = -37919760.433868
  nChanged 38
		SP:Iteration 59Q (57384.030000 sec): 3 clusters
  Score: Raw -37923881.370978 + Penalty 4110.507498 = -37919770.863479
  nChanged 38
		SP:Iteration 60F (57385.640000 sec): 3 clusters
  Score: Raw -37923888.414500 + Penalty 4110.507498 = -37919777.907001
  nChanged 29
		SP:Iteration 61Q (57386.970000 sec): 3 clusters
  Score: Raw -37923894.487310 + Penalty 4110.507498 = -37919783.979811
  nChanged 29
		SP:Iteration 62Q (57388.320000 sec): 3 clusters
  Score: Raw -37923900.361394 + Penalty 4110.507498 = -37919789.853896
  nChanged 23
		SP:Iteration 63Q (57389.570000 sec): 3 clusters
  Score: Raw -37923903.766879 + Penalty 4110.507498 = -37919793.259381
  nChanged 19
		SP:Iteration 64Q (57390.820000 sec): 3 clusters
  Score: Raw -37923908.004625 + Penalty 4110.507498 = -37919797.497127
  nChanged 17
		SP:Iteration 65Q (57392.340000 sec): 3 clusters
  Score: Raw -37923910.683409 + Penalty 4110.507498 = -37919800.175911
  nChanged 9
		SP:Iteration 66Q (57393.750000 sec): 3 clusters
  Score: Raw -37923912.183392 + Penalty 4110.507498 = -37919801.675894
  nChanged 8
		SP:Iteration 67Q (57395.070000 sec): 3 clusters
  Score: Raw -37923913.701846 + Penalty 4110.507498 = -37919803.194347
  nChanged 7
		SP:Iteration 68Q (57396.330000 sec): 3 clusters
  Score: Raw -37923914.584870 + Penalty 4110.507498 = -37919804.077371
  nChanged 6
		SP:Iteration 69Q (57397.730000 sec): 3 clusters
  Score: Raw -37923915.360993 + Penalty 4110.507498 = -37919804.853495
  nChanged 5
		SP:Iteration 70Q (57399.010000 sec): 3 clusters
  Score: Raw -37923916.025853 + Penalty 4110.507498 = -37919805.518355
  nChanged 3
		SP:Iteration 71Q (57400.240000 sec): 3 clusters
  Score: Raw -37923916.427110 + Penalty 4110.507498 = -37919805.919612
  nChanged 3
		SP:Iteration 72Q (57401.570000 sec): 3 clusters
  Score: Raw -37923917.174428 + Penalty 4110.507498 = -37919806.666929
  nChanged 4
		SP:Iteration 73Q (57402.860000 sec): 3 clusters
  Score: Raw -37923917.879725 + Penalty 4110.507498 = -37919807.372227
  nChanged 3
		SP:Iteration 74Q (57404.230000 sec): 3 clusters
  Score: Raw -37923918.334206 + Penalty 4110.507498 = -37919807.826708
  nChanged 1
		SP:Iteration 75Q (57405.520000 sec): 3 clusters
  Score: Raw -37923918.477233 + Penalty 4110.507498 = -37919807.969735
  nChanged 1
		SP:Iteration 76Q (57406.780000 sec): 3 clusters
  Score: Raw -37923918.529606 + Penalty 4110.507498 = -37919808.022108
  nChanged 1
		SP:Iteration 77Q (57408.190000 sec): 3 clusters
  Score: Raw -37923918.584820 + Penalty 4110.507498 = -37919808.077322
  nChanged 0
		SP:Iteration 78F (57409.700000 sec): 3 clusters
  Score: Raw -37923918.584820 + Penalty 4110.507498 = -37919808.077322
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (33837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57410.160000 sec): 2 clusters
  Score: Raw -4122081.009593 + Penalty 1694.762901 = -4120386.246692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57410.510000 sec): 3 clusters
  Score: Raw -4101050.194484 + Penalty 3389.525801 = -4097660.668683
  nChanged 15733
		SP:Iteration 1F (57410.860000 sec): 3 clusters
  Score: Raw -4109838.612060 + Penalty 3389.525801 = -4106449.086258
  nChanged 1425
		SP:Iteration 2Q (57411.230000 sec): 3 clusters
  Score: Raw -4110349.425655 + Penalty 3389.525801 = -4106959.899854
  nChanged 1537
		SP:Iteration 3Q (57411.620000 sec): 3 clusters
  Score: Raw -4111017.495851 + Penalty 3389.525801 = -4107627.970050
  nChanged 1821
		SP:Iteration 4F (57411.940000 sec): 3 clusters
  Score: Raw -4111992.287206 + Penalty 3389.525801 = -4108602.761405
  nChanged 2216
		SP:Iteration 5F (57412.320000 sec): 3 clusters
  Score: Raw -4113379.904051 + Penalty 3389.525801 = -4109990.378250
  nChanged 2443
		SP:Iteration 6F (57412.670000 sec): 3 clusters
  Score: Raw -4115171.043250 + Penalty 3389.525801 = -4111781.517449
  nChanged 2530
		SP:Iteration 7F (57413.010000 sec): 3 clusters
  Score: Raw -4117172.035468 + Penalty 3389.525801 = -4113782.509666
  nChanged 2144
		SP:Iteration 8F (57413.360000 sec): 3 clusters
  Score: Raw -4118846.960125 + Penalty 3389.525801 = -4115457.434324
  nChanged 1585
		SP:Iteration 9Q (57413.740000 sec): 3 clusters
  Score: Raw -4120006.198624 + Penalty 3389.525801 = -4116616.672823
  nChanged 1031
		SP:Iteration 10Q (57414.110000 sec): 3 clusters
  Score: Raw -4120593.645915 + Penalty 3389.525801 = -4117204.120113
  nChanged 698
		SP:Iteration 11Q (57414.470000 sec): 3 clusters
  Score: Raw -4120900.747681 + Penalty 3389.525801 = -4117511.221880
  nChanged 517
		SP:Iteration 12Q (57414.800000 sec): 3 clusters
  Score: Raw -4121111.658218 + Penalty 3389.525801 = -4117722.132416
  nChanged 463
		SP:Iteration 13Q (57415.120000 sec): 3 clusters
  Score: Raw -4121293.903047 + Penalty 3389.525801 = -4117904.377246
  nChanged 429
		SP:Iteration 14Q (57415.440000 sec): 3 clusters
  Score: Raw -4121463.631707 + Penalty 3389.525801 = -4118074.105906
  nChanged 398
		SP:Iteration 15Q (57415.840000 sec): 3 clusters
  Score: Raw -4121612.203896 + Penalty 3389.525801 = -4118222.678095
  nChanged 349
		SP:Iteration 16Q (57416.140000 sec): 3 clusters
  Score: Raw -4121732.889145 + Penalty 3389.525801 = -4118343.363344
  nChanged 329
		SP:Iteration 17Q (57416.470000 sec): 3 clusters
  Score: Raw -4121833.767760 + Penalty 3389.525801 = -4118444.241959
  nChanged 280
		SP:Iteration 18Q (57416.850000 sec): 3 clusters
  Score: Raw -4121912.462251 + Penalty 3389.525801 = -4118522.936450
  nChanged 276
		SP:Iteration 19Q (57417.230000 sec): 3 clusters
  Score: Raw -4121989.882586 + Penalty 3389.525801 = -4118600.356785
  nChanged 242
		SP:Iteration 20F (57417.590000 sec): 3 clusters
  Score: Raw -4122054.069140 + Penalty 3389.525801 = -4118664.543339
  nChanged 239
		SP:Iteration 21Q (57417.950000 sec): 3 clusters
  Score: Raw -4122116.561239 + Penalty 3389.525801 = -4118727.035438
  nChanged 218
		SP:Iteration 22Q (57418.340000 sec): 3 clusters
  Score: Raw -4122168.260255 + Penalty 3389.525801 = -4118778.734454
  nChanged 196
		SP:Iteration 23Q (57418.690000 sec): 3 clusters
  Score: Raw -4122215.860789 + Penalty 3389.525801 = -4118826.334988
  nChanged 188
		SP:Iteration 24Q (57419.030000 sec): 3 clusters
  Score: Raw -4122258.548266 + Penalty 3389.525801 = -4118869.022465
  nChanged 177
		SP:Iteration 25Q (57419.400000 sec): 3 clusters
  Score: Raw -4122301.814627 + Penalty 3389.525801 = -4118912.288826
  nChanged 168
		SP:Iteration 26Q (57419.750000 sec): 3 clusters
  Score: Raw -4122340.820294 + Penalty 3389.525801 = -4118951.294493
  nChanged 150
		SP:Iteration 27Q (57420.110000 sec): 3 clusters
  Score: Raw -4122379.719097 + Penalty 3389.525801 = -4118990.193296
  nChanged 157
		SP:Iteration 28Q (57420.460000 sec): 3 clusters
  Score: Raw -4122413.760217 + Penalty 3389.525801 = -4119024.234416
  nChanged 104
		SP:Iteration 29Q (57420.790000 sec): 3 clusters
  Score: Raw -4122433.156417 + Penalty 3389.525801 = -4119043.630616
  nChanged 106
		SP:Iteration 30Q (57421.100000 sec): 3 clusters
  Score: Raw -4122456.140713 + Penalty 3389.525801 = -4119066.614912
  nChanged 101
		SP:Iteration 31Q (57421.410000 sec): 3 clusters
  Score: Raw -4122474.713206 + Penalty 3389.525801 = -4119085.187405
  nChanged 88
		SP:Iteration 32Q (57421.740000 sec): 3 clusters
  Score: Raw -4122489.887579 + Penalty 3389.525801 = -4119100.361778
  nChanged 75
		SP:Iteration 33Q (57422.040000 sec): 3 clusters
  Score: Raw -4122503.823468 + Penalty 3389.525801 = -4119114.297667
  nChanged 71
		SP:Iteration 34Q (57422.390000 sec): 3 clusters
  Score: Raw -4122517.277314 + Penalty 3389.525801 = -4119127.751513
  nChanged 75
		SP:Iteration 35Q (57422.720000 sec): 3 clusters
  Score: Raw -4122529.651697 + Penalty 3389.525801 = -4119140.125896
  nChanged 63
		SP:Iteration 36Q (57423.050000 sec): 3 clusters
  Score: Raw -4122539.101918 + Penalty 3389.525801 = -4119149.576116
  nChanged 48
		SP:Iteration 37Q (57423.360000 sec): 3 clusters
  Score: Raw -4122546.120175 + Penalty 3389.525801 = -4119156.594374
  nChanged 44
		SP:Iteration 38Q (57423.660000 sec): 3 clusters
  Score: Raw -4122552.002904 + Penalty 3389.525801 = -4119162.477103
  nChanged 41
		SP:Iteration 39Q (57424.030000 sec): 3 clusters
  Score: Raw -4122557.842167 + Penalty 3389.525801 = -4119168.316365
  nChanged 41
		SP:Iteration 40F (57424.370000 sec): 3 clusters
  Score: Raw -4122563.439886 + Penalty 3389.525801 = -4119173.914085
  nChanged 34
		SP:Iteration 41Q (57424.760000 sec): 3 clusters
  Score: Raw -4122568.266880 + Penalty 3389.525801 = -4119178.741079
  nChanged 29
		SP:Iteration 42Q (57425.070000 sec): 3 clusters
  Score: Raw -4122572.899735 + Penalty 3389.525801 = -4119183.373933
  nChanged 34
		SP:Iteration 43Q (57425.430000 sec): 3 clusters
  Score: Raw -4122577.299717 + Penalty 3389.525801 = -4119187.773916
  nChanged 26
		SP:Iteration 44Q (57425.780000 sec): 3 clusters
  Score: Raw -4122580.134899 + Penalty 3389.525801 = -4119190.609098
  nChanged 32
		SP:Iteration 45Q (57426.090000 sec): 3 clusters
  Score: Raw -4122584.310364 + Penalty 3389.525801 = -4119194.784563
  nChanged 29
		SP:Iteration 46Q (57426.420000 sec): 3 clusters
  Score: Raw -4122588.455272 + Penalty 3389.525801 = -4119198.929471
  nChanged 25
		SP:Iteration 47Q (57426.770000 sec): 3 clusters
  Score: Raw -4122591.709447 + Penalty 3389.525801 = -4119202.183646
  nChanged 23
		SP:Iteration 48Q (57427.120000 sec): 3 clusters
  Score: Raw -4122593.901828 + Penalty 3389.525801 = -4119204.376027
  nChanged 17
		SP:Iteration 49Q (57427.520000 sec): 3 clusters
  Score: Raw -4122595.690838 + Penalty 3389.525801 = -4119206.165037
  nChanged 19
		SP:Iteration 50Q (57427.830000 sec): 3 clusters
  Score: Raw -4122598.107041 + Penalty 3389.525801 = -4119208.581240
  nChanged 18
		SP:Iteration 51Q (57428.160000 sec): 3 clusters
  Score: Raw -4122600.759669 + Penalty 3389.525801 = -4119211.233868
  nChanged 21
		SP:Iteration 52Q (57428.530000 sec): 3 clusters
  Score: Raw -4122604.659558 + Penalty 3389.525801 = -4119215.133757
  nChanged 23
		SP:Iteration 53Q (57428.840000 sec): 3 clusters
  Score: Raw -4122608.161876 + Penalty 3389.525801 = -4119218.636074
  nChanged 20
		SP:Iteration 54Q (57429.160000 sec): 3 clusters
  Score: Raw -4122611.864387 + Penalty 3389.525801 = -4119222.338586
  nChanged 21
		SP:Iteration 55Q (57429.460000 sec): 3 clusters
  Score: Raw -4122615.319905 + Penalty 3389.525801 = -4119225.794104
  nChanged 22
		SP:Iteration 56Q (57429.770000 sec): 3 clusters
  Score: Raw -4122618.327986 + Penalty 3389.525801 = -4119228.802184
  nChanged 16
		SP:Iteration 57Q (57430.080000 sec): 3 clusters
  Score: Raw -4122620.796548 + Penalty 3389.525801 = -4119231.270747
  nChanged 21
		SP:Iteration 58Q (57430.410000 sec): 3 clusters
  Score: Raw -4122624.010245 + Penalty 3389.525801 = -4119234.484444
  nChanged 16
		SP:Iteration 59Q (57430.720000 sec): 3 clusters
  Score: Raw -4122625.939804 + Penalty 3389.525801 = -4119236.414003
  nChanged 10
		SP:Iteration 60F (57431.080000 sec): 3 clusters
  Score: Raw -4122627.048445 + Penalty 3389.525801 = -4119237.522644
  nChanged 7
		SP:Iteration 61Q (57431.430000 sec): 3 clusters
  Score: Raw -4122627.835623 + Penalty 3389.525801 = -4119238.309822
  nChanged 4
		SP:Iteration 62Q (57431.780000 sec): 3 clusters
  Score: Raw -4122628.408748 + Penalty 3389.525801 = -4119238.882947
  nChanged 2
		SP:Iteration 63Q (57432.100000 sec): 3 clusters
  Score: Raw -4122628.579587 + Penalty 3389.525801 = -4119239.053786
  nChanged 6
		SP:Iteration 64Q (57432.390000 sec): 3 clusters
  Score: Raw -4122629.133851 + Penalty 3389.525801 = -4119239.608050
  nChanged 3
		SP:Iteration 65Q (57432.750000 sec): 3 clusters
  Score: Raw -4122629.349663 + Penalty 3389.525801 = -4119239.823862
  nChanged 3
		SP:Iteration 66Q (57433.010000 sec): 3 clusters
  Score: Raw -4122629.466039 + Penalty 3389.525801 = -4119239.940237
  nChanged 1
		SP:Iteration 67Q (57433.400000 sec): 3 clusters
  Score: Raw -4122629.567156 + Penalty 3389.525801 = -4119240.041355
  nChanged 0
		SP:Iteration 68F (57433.770000 sec): 3 clusters
  Score: Raw -4122629.567156 + Penalty 3389.525801 = -4119240.041355
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57434.000000 sec): 2 clusters
  Score: Raw -3673551.699815 + Penalty 1675.329343 = -3671876.370472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57434.350000 sec): 3 clusters
  Score: Raw -3654953.146827 + Penalty 3350.658686 = -3651602.488141
  nChanged 13916
		SP:Iteration 1F (57434.680000 sec): 3 clusters
  Score: Raw -3662519.042124 + Penalty 3350.658686 = -3659168.383438
  nChanged 1285
		SP:Iteration 2Q (57435.020000 sec): 3 clusters
  Score: Raw -3662977.997453 + Penalty 3350.658686 = -3659627.338767
  nChanged 1411
		SP:Iteration 3Q (57435.380000 sec): 3 clusters
  Score: Raw -3663593.674472 + Penalty 3350.658686 = -3660243.015786
  nChanged 1568
		SP:Iteration 4F (57435.730000 sec): 3 clusters
  Score: Raw -3664442.210818 + Penalty 3350.658686 = -3661091.552132
  nChanged 1956
		SP:Iteration 5F (57436.090000 sec): 3 clusters
  Score: Raw -3665765.405008 + Penalty 3350.658686 = -3662414.746322
  nChanged 2441
		SP:Iteration 6F (57436.400000 sec): 3 clusters
  Score: Raw -3667829.922192 + Penalty 3350.658686 = -3664479.263507
  nChanged 2515
		SP:Iteration 7F (57436.720000 sec): 3 clusters
  Score: Raw -3670220.974702 + Penalty 3350.658686 = -3666870.316016
  nChanged 1960
		SP:Iteration 8F (57437.050000 sec): 3 clusters
  Score: Raw -3672134.366494 + Penalty 3350.658686 = -3668783.707809
  nChanged 1060
		SP:Iteration 9Q (57437.340000 sec): 3 clusters
  Score: Raw -3673106.157879 + Penalty 3350.658686 = -3669755.499193
  nChanged 451
		SP:Iteration 10Q (57437.700000 sec): 3 clusters
  Score: Raw -3673511.065067 + Penalty 3350.658686 = -3670160.406381
  nChanged 178
		SP:Iteration 11Q (57437.990000 sec): 3 clusters
  Score: Raw -3673659.495984 + Penalty 3350.658686 = -3670308.837298
  nChanged 83
		SP:Iteration 12Q (57438.330000 sec): 3 clusters
  Score: Raw -3673729.783214 + Penalty 3350.658686 = -3670379.124528
  nChanged 45
		SP:Iteration 13Q (57438.650000 sec): 3 clusters
  Score: Raw -3673768.582219 + Penalty 3350.658686 = -3670417.923533
  nChanged 29
		SP:Iteration 14Q (57439.020000 sec): 3 clusters
  Score: Raw -3673801.099428 + Penalty 3350.658686 = -3670450.440742
  nChanged 24
		SP:Iteration 15Q (57439.350000 sec): 3 clusters
  Score: Raw -3673823.155576 + Penalty 3350.658686 = -3670472.496890
  nChanged 19
		SP:Iteration 16Q (57439.710000 sec): 3 clusters
  Score: Raw -3673837.946204 + Penalty 3350.658686 = -3670487.287518
  nChanged 14
		SP:Iteration 17Q (57440.030000 sec): 3 clusters
  Score: Raw -3673851.489154 + Penalty 3350.658686 = -3670500.830468
  nChanged 8
		SP:Iteration 18Q (57440.280000 sec): 3 clusters
  Score: Raw -3673858.773505 + Penalty 3350.658686 = -3670508.114819
  nChanged 8
		SP:Iteration 19Q (57440.640000 sec): 3 clusters
  Score: Raw -3673863.736162 + Penalty 3350.658686 = -3670513.077476
  nChanged 4
		SP:Iteration 20F (57440.960000 sec): 3 clusters
  Score: Raw -3673866.657915 + Penalty 3350.658686 = -3670515.999230
  nChanged 3
		SP:Iteration 21Q (57441.250000 sec): 3 clusters
  Score: Raw -3673869.319234 + Penalty 3350.658686 = -3670518.660548
  nChanged 3
		SP:Iteration 22Q (57441.560000 sec): 3 clusters
  Score: Raw -3673872.693394 + Penalty 3350.658686 = -3670522.034708
  nChanged 6
		SP:Iteration 23Q (57441.920000 sec): 3 clusters
  Score: Raw -3673878.259933 + Penalty 3350.658686 = -3670527.601247
  nChanged 7
		SP:Iteration 24Q (57442.240000 sec): 3 clusters
  Score: Raw -3673884.073058 + Penalty 3350.658686 = -3670533.414372
  nChanged 4
		SP:Iteration 25Q (57442.580000 sec): 3 clusters
  Score: Raw -3673887.263585 + Penalty 3350.658686 = -3670536.604899
  nChanged 1
		SP:Iteration 26Q (57442.890000 sec): 3 clusters
  Score: Raw -3673888.281108 + Penalty 3350.658686 = -3670537.622422
  nChanged 1
		SP:Iteration 27Q (57443.220000 sec): 3 clusters
  Score: Raw -3673889.193413 + Penalty 3350.658686 = -3670538.534727
  nChanged 3
		SP:Iteration 28Q (57443.530000 sec): 3 clusters
  Score: Raw -3673891.784633 + Penalty 3350.658686 = -3670541.125947
  nChanged 1
		SP:Iteration 29Q (57443.840000 sec): 3 clusters
  Score: Raw -3673892.314251 + Penalty 3350.658686 = -3670541.655565
  nChanged 0
		SP:Iteration 30F (57444.210000 sec): 3 clusters
  Score: Raw -3673892.314251 + Penalty 3350.658686 = -3670541.655565
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57444.300000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57444.460000 sec): 3 clusters
  Score: Raw -9198.616783 + Penalty 1530.597315 = -7668.019468
  nChanged 8
		SP:Iteration 1F (57444.640000 sec): 3 clusters
  Score: Raw -9255.052744 + Penalty 1530.597315 = -7724.455428
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (4589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57444.800000 sec): 2 clusters
  Score: Raw -537254.875783 + Penalty 1370.105330 = -535884.770453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57445.050000 sec): 3 clusters
  Score: Raw -534867.001656 + Penalty 2740.210660 = -532126.790996
  nChanged 1862
		SP:Iteration 1F (57445.190000 sec): 3 clusters
  Score: Raw -535875.196644 + Penalty 2740.210660 = -533134.985985
  nChanged 310
		SP:Iteration 2F (57445.440000 sec): 3 clusters
  Score: Raw -536031.097375 + Penalty 2740.210660 = -533290.886715
  nChanged 218
		SP:Iteration 3Q (57445.590000 sec): 3 clusters
  Score: Raw -536129.669104 + Penalty 2740.210660 = -533389.458444
  nChanged 164
		SP:Iteration 4Q (57445.790000 sec): 3 clusters
  Score: Raw -536201.859299 + Penalty 2740.210660 = -533461.648640
  nChanged 157
		SP:Iteration 5Q (57446.020000 sec): 3 clusters
  Score: Raw -536284.972950 + Penalty 2740.210660 = -533544.762291
  nChanged 134
		SP:Iteration 6Q (57446.190000 sec): 3 clusters
  Score: Raw -536356.402910 + Penalty 2740.210660 = -533616.192250
  nChanged 134
		SP:Iteration 7Q (57446.420000 sec): 3 clusters
  Score: Raw -536426.639613 + Penalty 2740.210660 = -533686.428953
  nChanged 134
		SP:Iteration 8Q (57446.640000 sec): 3 clusters
  Score: Raw -536485.695665 + Penalty 2740.210660 = -533745.485005
  nChanged 130
		SP:Iteration 9Q (57446.800000 sec): 3 clusters
  Score: Raw -536545.914506 + Penalty 2740.210660 = -533805.703846
  nChanged 100
		SP:Iteration 10Q (57446.980000 sec): 3 clusters
  Score: Raw -536595.977678 + Penalty 2740.210660 = -533855.767018
  nChanged 121
		SP:Iteration 11Q (57447.200000 sec): 3 clusters
  Score: Raw -536655.182337 + Penalty 2740.210660 = -533914.971678
  nChanged 119
		SP:Iteration 12Q (57447.400000 sec): 3 clusters
  Score: Raw -536724.839836 + Penalty 2740.210660 = -533984.629176
  nChanged 109
		SP:Iteration 13Q (57447.590000 sec): 3 clusters
  Score: Raw -536787.852126 + Penalty 2740.210660 = -534047.641467
  nChanged 105
		SP:Iteration 14Q (57447.820000 sec): 3 clusters
  Score: Raw -536845.569518 + Penalty 2740.210660 = -534105.358859
  nChanged 102
		SP:Iteration 15Q (57448.080000 sec): 3 clusters
  Score: Raw -536900.008907 + Penalty 2740.210660 = -534159.798248
  nChanged 90
		SP:Iteration 16Q (57448.300000 sec): 3 clusters
  Score: Raw -536948.004040 + Penalty 2740.210660 = -534207.793380
  nChanged 92
		SP:Iteration 17Q (57448.510000 sec): 3 clusters
  Score: Raw -536993.467103 + Penalty 2740.210660 = -534253.256443
  nChanged 79
		SP:Iteration 18Q (57448.740000 sec): 3 clusters
  Score: Raw -537036.272172 + Penalty 2740.210660 = -534296.061512
  nChanged 70
		SP:Iteration 19Q (57449.000000 sec): 3 clusters
  Score: Raw -537073.956065 + Penalty 2740.210660 = -534333.745405
  nChanged 71
		SP:Iteration 20F (57449.230000 sec): 3 clusters
  Score: Raw -537103.764390 + Penalty 2740.210660 = -534363.553731
  nChanged 66
		SP:Iteration 21Q (57449.410000 sec): 3 clusters
  Score: Raw -537135.738373 + Penalty 2740.210660 = -534395.527713
  nChanged 46
		SP:Iteration 22Q (57449.630000 sec): 3 clusters
  Score: Raw -537156.733777 + Penalty 2740.210660 = -534416.523117
  nChanged 55
		SP:Iteration 23Q (57449.820000 sec): 3 clusters
  Score: Raw -537180.505242 + Penalty 2740.210660 = -534440.294582
  nChanged 46
		SP:Iteration 24Q (57450.000000 sec): 3 clusters
  Score: Raw -537199.626199 + Penalty 2740.210660 = -534459.415539
  nChanged 37
		SP:Iteration 25Q (57450.190000 sec): 3 clusters
  Score: Raw -537217.207763 + Penalty 2740.210660 = -534476.997103
  nChanged 38
		SP:Iteration 26Q (57450.390000 sec): 3 clusters
  Score: Raw -537234.435529 + Penalty 2740.210660 = -534494.224869
  nChanged 39
		SP:Iteration 27Q (57450.580000 sec): 3 clusters
  Score: Raw -537254.219340 + Penalty 2740.210660 = -534514.008681
  nChanged 50
		SP:Iteration 28Q (57450.760000 sec): 3 clusters
  Score: Raw -537281.155122 + Penalty 2740.210660 = -534540.944462
  nChanged 41
		SP:Iteration 29Q (57451.000000 sec): 3 clusters
  Score: Raw -537299.784199 + Penalty 2740.210660 = -534559.573539
  nChanged 32
		SP:Iteration 30Q (57451.220000 sec): 3 clusters
  Score: Raw -537313.280357 + Penalty 2740.210660 = -534573.069697
  nChanged 28
		SP:Iteration 31Q (57451.430000 sec): 3 clusters
  Score: Raw -537325.774753 + Penalty 2740.210660 = -534585.564093
  nChanged 27
		SP:Iteration 32Q (57451.640000 sec): 3 clusters
  Score: Raw -537340.613484 + Penalty 2740.210660 = -534600.402824
  nChanged 28
		SP:Iteration 33Q (57451.870000 sec): 3 clusters
  Score: Raw -537352.805041 + Penalty 2740.210660 = -534612.594381
  nChanged 16
		SP:Iteration 34Q (57452.080000 sec): 3 clusters
  Score: Raw -537358.630075 + Penalty 2740.210660 = -534618.419415
  nChanged 14
		SP:Iteration 35Q (57452.320000 sec): 3 clusters
  Score: Raw -537364.806486 + Penalty 2740.210660 = -534624.595826
  nChanged 17
		SP:Iteration 36Q (57452.520000 sec): 3 clusters
  Score: Raw -537373.218276 + Penalty 2740.210660 = -534633.007617
  nChanged 16
		SP:Iteration 37Q (57452.740000 sec): 3 clusters
  Score: Raw -537379.578431 + Penalty 2740.210660 = -534639.367771
  nChanged 16
		SP:Iteration 38Q (57452.980000 sec): 3 clusters
  Score: Raw -537387.771472 + Penalty 2740.210660 = -534647.560813
  nChanged 10
		SP:Iteration 39Q (57453.200000 sec): 3 clusters
  Score: Raw -537392.672592 + Penalty 2740.210660 = -534652.461932
  nChanged 14
		SP:Iteration 40F (57453.400000 sec): 3 clusters
  Score: Raw -537397.482533 + Penalty 2740.210660 = -534657.271873
  nChanged 10
		SP:Iteration 41Q (57453.640000 sec): 3 clusters
  Score: Raw -537401.199964 + Penalty 2740.210660 = -534660.989304
  nChanged 8
		SP:Iteration 42Q (57453.860000 sec): 3 clusters
  Score: Raw -537405.507044 + Penalty 2740.210660 = -534665.296384
  nChanged 10
		SP:Iteration 43Q (57454.080000 sec): 3 clusters
  Score: Raw -537410.628176 + Penalty 2740.210660 = -534670.417516
  nChanged 13
		SP:Iteration 44Q (57454.300000 sec): 3 clusters
  Score: Raw -537417.079009 + Penalty 2740.210660 = -534676.868349
  nChanged 9
		SP:Iteration 45Q (57454.470000 sec): 3 clusters
  Score: Raw -537421.266397 + Penalty 2740.210660 = -534681.055738
  nChanged 6
		SP:Iteration 46Q (57454.670000 sec): 3 clusters
  Score: Raw -537424.450137 + Penalty 2740.210660 = -534684.239478
  nChanged 9
		SP:Iteration 47Q (57454.870000 sec): 3 clusters
  Score: Raw -537428.490331 + Penalty 2740.210660 = -534688.279671
  nChanged 6
		SP:Iteration 48Q (57455.120000 sec): 3 clusters
  Score: Raw -537430.810003 + Penalty 2740.210660 = -534690.599343
  nChanged 4
		SP:Iteration 49Q (57455.300000 sec): 3 clusters
  Score: Raw -537432.667776 + Penalty 2740.210660 = -534692.457116
  nChanged 3
		SP:Iteration 50Q (57455.510000 sec): 3 clusters
  Score: Raw -537434.340329 + Penalty 2740.210660 = -534694.129669
  nChanged 2
		SP:Iteration 51Q (57455.690000 sec): 3 clusters
  Score: Raw -537435.078197 + Penalty 2740.210660 = -534694.867537
  nChanged 2
		SP:Iteration 52Q (57455.890000 sec): 3 clusters
  Score: Raw -537436.132071 + Penalty 2740.210660 = -534695.921411
  nChanged 2
		SP:Iteration 53Q (57456.110000 sec): 3 clusters
  Score: Raw -537437.034126 + Penalty 2740.210660 = -534696.823467
  nChanged 2
		SP:Iteration 54Q (57456.290000 sec): 3 clusters
  Score: Raw -537438.423895 + Penalty 2740.210660 = -534698.213236
  nChanged 2
		SP:Iteration 55Q (57456.480000 sec): 3 clusters
  Score: Raw -537439.163929 + Penalty 2740.210660 = -534698.953269
  nChanged 1
		SP:Iteration 56Q (57456.670000 sec): 3 clusters
  Score: Raw -537439.311428 + Penalty 2740.210660 = -534699.100768
  nChanged 1
		SP:Iteration 57Q (57456.890000 sec): 3 clusters
  Score: Raw -537439.395916 + Penalty 2740.210660 = -534699.185256
  nChanged 0
		SP:Iteration 58F (57457.070000 sec): 3 clusters
  Score: Raw -537439.395916 + Penalty 2740.210660 = -534699.185256
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57457.620000 sec): 2 clusters
  Score: Raw -9310372.160133 + Penalty 1827.606490 = -9308544.553642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57458.170000 sec): 3 clusters
  Score: Raw -9261179.266220 + Penalty 3655.212980 = -9257524.053239
  nChanged 36218
		SP:Iteration 1F (57458.720000 sec): 3 clusters
  Score: Raw -9282032.239018 + Penalty 3655.212980 = -9278377.026038
  nChanged 3125
		SP:Iteration 2Q (57459.270000 sec): 3 clusters
  Score: Raw -9283093.072294 + Penalty 3655.212980 = -9279437.859314
  nChanged 3655
		SP:Iteration 3Q (57459.800000 sec): 3 clusters
  Score: Raw -9284642.536982 + Penalty 3655.212980 = -9280987.324002
  nChanged 4336
		SP:Iteration 4F (57460.300000 sec): 3 clusters
  Score: Raw -9286768.917556 + Penalty 3655.212980 = -9283113.704576
  nChanged 4861
		SP:Iteration 5F (57460.800000 sec): 3 clusters
  Score: Raw -9289301.959894 + Penalty 3655.212980 = -9285646.746914
  nChanged 4886
		SP:Iteration 6F (57461.290000 sec): 3 clusters
  Score: Raw -9291865.094087 + Penalty 3655.212980 = -9288209.881107
  nChanged 4361
		SP:Iteration 7F (57461.850000 sec): 3 clusters
  Score: Raw -9293954.600766 + Penalty 3655.212980 = -9290299.387785
  nChanged 3642
		SP:Iteration 8Q (57462.370000 sec): 3 clusters
  Score: Raw -9295585.124989 + Penalty 3655.212980 = -9291929.912009
  nChanged 2963
		SP:Iteration 9Q (57462.900000 sec): 3 clusters
  Score: Raw -9297005.704893 + Penalty 3655.212980 = -9293350.491913
  nChanged 2555
		SP:Iteration 10Q (57463.440000 sec): 3 clusters
  Score: Raw -9298387.139254 + Penalty 3655.212980 = -9294731.926274
  nChanged 2444
		SP:Iteration 11Q (57463.960000 sec): 3 clusters
  Score: Raw -9299836.645685 + Penalty 3655.212980 = -9296181.432704
  nChanged 2371
		SP:Iteration 12Q (57464.510000 sec): 3 clusters
  Score: Raw -9301172.488087 + Penalty 3655.212980 = -9297517.275107
  nChanged 2066
		SP:Iteration 13Q (57465.040000 sec): 3 clusters
  Score: Raw -9302188.251436 + Penalty 3655.212980 = -9298533.038455
  nChanged 1762
		SP:Iteration 14Q (57465.540000 sec): 3 clusters
  Score: Raw -9303009.170296 + Penalty 3655.212980 = -9299353.957316
  nChanged 1544
		SP:Iteration 15Q (57466.050000 sec): 3 clusters
  Score: Raw -9303628.636845 + Penalty 3655.212980 = -9299973.423864
  nChanged 1347
		SP:Iteration 16Q (57466.530000 sec): 3 clusters
  Score: Raw -9304138.973145 + Penalty 3655.212980 = -9300483.760165
  nChanged 1329
		SP:Iteration 17Q (57467.060000 sec): 3 clusters
  Score: Raw -9304637.878332 + Penalty 3655.212980 = -9300982.665351
  nChanged 1323
		SP:Iteration 18Q (57467.590000 sec): 3 clusters
  Score: Raw -9305146.224622 + Penalty 3655.212980 = -9301491.011641
  nChanged 1276
		SP:Iteration 19Q (57468.080000 sec): 3 clusters
  Score: Raw -9305630.674182 + Penalty 3655.212980 = -9301975.461202
  nChanged 1176
		SP:Iteration 20F (57468.660000 sec): 3 clusters
  Score: Raw -9306062.876154 + Penalty 3655.212980 = -9302407.663174
  nChanged 1114
		SP:Iteration 21Q (57469.190000 sec): 3 clusters
  Score: Raw -9306493.898431 + Penalty 3655.212980 = -9302838.685450
  nChanged 1047
		SP:Iteration 22Q (57469.700000 sec): 3 clusters
  Score: Raw -9306894.826933 + Penalty 3655.212980 = -9303239.613953
  nChanged 1013
		SP:Iteration 23Q (57470.130000 sec): 3 clusters
  Score: Raw -9307300.243346 + Penalty 3655.212980 = -9303645.030366
  nChanged 976
		SP:Iteration 24Q (57470.660000 sec): 3 clusters
  Score: Raw -9307699.916938 + Penalty 3655.212980 = -9304044.703958
  nChanged 900
		SP:Iteration 25Q (57471.140000 sec): 3 clusters
  Score: Raw -9308090.676399 + Penalty 3655.212980 = -9304435.463418
  nChanged 830
		SP:Iteration 26Q (57471.650000 sec): 3 clusters
  Score: Raw -9308472.791381 + Penalty 3655.212980 = -9304817.578401
  nChanged 717
		SP:Iteration 27Q (57472.150000 sec): 3 clusters
  Score: Raw -9308792.452689 + Penalty 3655.212980 = -9305137.239709
  nChanged 616
		SP:Iteration 28Q (57472.650000 sec): 3 clusters
  Score: Raw -9309055.901458 + Penalty 3655.212980 = -9305400.688478
  nChanged 529
		SP:Iteration 29Q (57473.130000 sec): 3 clusters
  Score: Raw -9309280.486336 + Penalty 3655.212980 = -9305625.273355
  nChanged 478
		SP:Iteration 30Q (57473.600000 sec): 3 clusters
  Score: Raw -9309483.646949 + Penalty 3655.212980 = -9305828.433969
  nChanged 413
		SP:Iteration 31Q (57474.130000 sec): 3 clusters
  Score: Raw -9309658.157451 + Penalty 3655.212980 = -9306002.944471
  nChanged 382
		SP:Iteration 32Q (57474.640000 sec): 3 clusters
  Score: Raw -9309820.474868 + Penalty 3655.212980 = -9306165.261887
  nChanged 303
		SP:Iteration 33Q (57475.100000 sec): 3 clusters
  Score: Raw -9309952.267298 + Penalty 3655.212980 = -9306297.054317
  nChanged 267
		SP:Iteration 34Q (57475.580000 sec): 3 clusters
  Score: Raw -9310088.711139 + Penalty 3655.212980 = -9306433.498159
  nChanged 218
		SP:Iteration 35Q (57476.020000 sec): 3 clusters
  Score: Raw -9310201.081737 + Penalty 3655.212980 = -9306545.868757
  nChanged 179
		SP:Iteration 36Q (57476.540000 sec): 3 clusters
  Score: Raw -9310293.330007 + Penalty 3655.212980 = -9306638.117026
  nChanged 142
		SP:Iteration 37Q (57477.030000 sec): 3 clusters
  Score: Raw -9310364.319266 + Penalty 3655.212980 = -9306709.106286
  nChanged 110
		SP:Iteration 38Q (57477.480000 sec): 3 clusters
  Score: Raw -9310420.296783 + Penalty 3655.212980 = -9306765.083803
  nChanged 99
		SP:Iteration 39Q (57477.920000 sec): 3 clusters
  Score: Raw -9310477.097096 + Penalty 3655.212980 = -9306821.884116
  nChanged 85
		SP:Iteration 40F (57478.470000 sec): 3 clusters
  Score: Raw -9310518.256075 + Penalty 3655.212980 = -9306863.043094
  nChanged 68
		SP:Iteration 41Q (57478.950000 sec): 3 clusters
  Score: Raw -9310546.731778 + Penalty 3655.212980 = -9306891.518797
  nChanged 42
		SP:Iteration 42Q (57479.470000 sec): 3 clusters
  Score: Raw -9310565.257609 + Penalty 3655.212980 = -9306910.044628
  nChanged 29
		SP:Iteration 43Q (57479.910000 sec): 3 clusters
  Score: Raw -9310580.651327 + Penalty 3655.212980 = -9306925.438346
  nChanged 38
		SP:Iteration 44Q (57480.410000 sec): 3 clusters
  Score: Raw -9310602.203058 + Penalty 3655.212980 = -9306946.990078
  nChanged 27
		SP:Iteration 45Q (57480.840000 sec): 3 clusters
  Score: Raw -9310615.914989 + Penalty 3655.212980 = -9306960.702009
  nChanged 32
		SP:Iteration 46Q (57481.290000 sec): 3 clusters
  Score: Raw -9310631.338535 + Penalty 3655.212980 = -9306976.125554
  nChanged 28
		SP:Iteration 47Q (57481.750000 sec): 3 clusters
  Score: Raw -9310645.500090 + Penalty 3655.212980 = -9306990.287110
  nChanged 29
		SP:Iteration 48Q (57482.210000 sec): 3 clusters
  Score: Raw -9310659.050388 + Penalty 3655.212980 = -9307003.837408
  nChanged 25
		SP:Iteration 49Q (57482.680000 sec): 3 clusters
  Score: Raw -9310671.887127 + Penalty 3655.212980 = -9307016.674147
  nChanged 27
		SP:Iteration 50Q (57483.160000 sec): 3 clusters
  Score: Raw -9310680.619800 + Penalty 3655.212980 = -9307025.406819
  nChanged 19
		SP:Iteration 51Q (57483.610000 sec): 3 clusters
  Score: Raw -9310688.998339 + Penalty 3655.212980 = -9307033.785358
  nChanged 17
		SP:Iteration 52Q (57484.100000 sec): 3 clusters
  Score: Raw -9310695.480261 + Penalty 3655.212980 = -9307040.267280
  nChanged 18
		SP:Iteration 53Q (57484.600000 sec): 3 clusters
  Score: Raw -9310702.606585 + Penalty 3655.212980 = -9307047.393604
  nChanged 15
		SP:Iteration 54Q (57485.050000 sec): 3 clusters
  Score: Raw -9310709.754370 + Penalty 3655.212980 = -9307054.541390
  nChanged 13
		SP:Iteration 55Q (57485.580000 sec): 3 clusters
  Score: Raw -9310714.501821 + Penalty 3655.212980 = -9307059.288840
  nChanged 10
		SP:Iteration 56Q (57486.040000 sec): 3 clusters
  Score: Raw -9310718.736830 + Penalty 3655.212980 = -9307063.523849
  nChanged 11
		SP:Iteration 57Q (57486.450000 sec): 3 clusters
  Score: Raw -9310723.657691 + Penalty 3655.212980 = -9307068.444711
  nChanged 9
		SP:Iteration 58Q (57486.850000 sec): 3 clusters
  Score: Raw -9310728.488379 + Penalty 3655.212980 = -9307073.275399
  nChanged 6
		SP:Iteration 59Q (57487.230000 sec): 3 clusters
  Score: Raw -9310731.829851 + Penalty 3655.212980 = -9307076.616870
  nChanged 10
		SP:Iteration 60F (57487.690000 sec): 3 clusters
  Score: Raw -9310735.467434 + Penalty 3655.212980 = -9307080.254454
  nChanged 4
		SP:Iteration 61Q (57488.150000 sec): 3 clusters
  Score: Raw -9310736.877998 + Penalty 3655.212980 = -9307081.665018
  nChanged 4
		SP:Iteration 62Q (57488.650000 sec): 3 clusters
  Score: Raw -9310737.922160 + Penalty 3655.212980 = -9307082.709180
  nChanged 4
		SP:Iteration 63Q (57489.100000 sec): 3 clusters
  Score: Raw -9310739.647038 + Penalty 3655.212980 = -9307084.434058
  nChanged 4
		SP:Iteration 64Q (57489.540000 sec): 3 clusters
  Score: Raw -9310741.376175 + Penalty 3655.212980 = -9307086.163195
  nChanged 2
		SP:Iteration 65Q (57490.060000 sec): 3 clusters
  Score: Raw -9310741.806341 + Penalty 3655.212980 = -9307086.593361
  nChanged 2
		SP:Iteration 66Q (57490.560000 sec): 3 clusters
  Score: Raw -9310742.135417 + Penalty 3655.212980 = -9307086.922436
  nChanged 0
		SP:Iteration 67F (57491.090000 sec): 3 clusters
  Score: Raw -9310742.135417 + Penalty 3655.212980 = -9307086.922436
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (17362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57491.270000 sec): 2 clusters
  Score: Raw -2010940.814395 + Penalty 1586.331368 = -2009354.483026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57491.500000 sec): 3 clusters
  Score: Raw -2000549.940711 + Penalty 3172.662736 = -1997377.277975
  nChanged 7817
		SP:Iteration 1F (57491.750000 sec): 3 clusters
  Score: Raw -2004803.259875 + Penalty 3172.662736 = -2001630.597138
  nChanged 917
		SP:Iteration 2F (57492.020000 sec): 3 clusters
  Score: Raw -2005151.394181 + Penalty 3172.662736 = -2001978.731445
  nChanged 850
		SP:Iteration 3Q (57492.240000 sec): 3 clusters
  Score: Raw -2005503.577872 + Penalty 3172.662736 = -2002330.915135
  nChanged 836
		SP:Iteration 4Q (57492.500000 sec): 3 clusters
  Score: Raw -2005888.380159 + Penalty 3172.662736 = -2002715.717422
  nChanged 864
		SP:Iteration 5Q (57492.780000 sec): 3 clusters
  Score: Raw -2006366.546864 + Penalty 3172.662736 = -2003193.884128
  nChanged 994
		SP:Iteration 6F (57492.980000 sec): 3 clusters
  Score: Raw -2007031.594905 + Penalty 3172.662736 = -2003858.932169
  nChanged 1069
		SP:Iteration 7F (57493.280000 sec): 3 clusters
  Score: Raw -2007853.654112 + Penalty 3172.662736 = -2004680.991376
  nChanged 1041
		SP:Iteration 8F (57493.590000 sec): 3 clusters
  Score: Raw -2008792.368966 + Penalty 3172.662736 = -2005619.706230
  nChanged 917
		SP:Iteration 9F (57493.900000 sec): 3 clusters
  Score: Raw -2009781.355917 + Penalty 3172.662736 = -2006608.693181
  nChanged 692
		SP:Iteration 10Q (57494.220000 sec): 3 clusters
  Score: Raw -2010505.378266 + Penalty 3172.662736 = -2007332.715530
  nChanged 480
		SP:Iteration 11Q (57494.530000 sec): 3 clusters
  Score: Raw -2010942.818922 + Penalty 3172.662736 = -2007770.156186
  nChanged 315
		SP:Iteration 12Q (57494.830000 sec): 3 clusters
  Score: Raw -2011160.672213 + Penalty 3172.662736 = -2007988.009477
  nChanged 211
		SP:Iteration 13Q (57495.100000 sec): 3 clusters
  Score: Raw -2011250.803044 + Penalty 3172.662736 = -2008078.140307
  nChanged 143
		SP:Iteration 14Q (57495.380000 sec): 3 clusters
  Score: Raw -2011299.634504 + Penalty 3172.662736 = -2008126.971767
  nChanged 115
		SP:Iteration 15Q (57495.650000 sec): 3 clusters
  Score: Raw -2011327.473100 + Penalty 3172.662736 = -2008154.810364
  nChanged 76
		SP:Iteration 16Q (57495.930000 sec): 3 clusters
  Score: Raw -2011343.524893 + Penalty 3172.662736 = -2008170.862157
  nChanged 52
		SP:Iteration 17Q (57496.200000 sec): 3 clusters
  Score: Raw -2011353.545021 + Penalty 3172.662736 = -2008180.882285
  nChanged 54
		SP:Iteration 18Q (57496.510000 sec): 3 clusters
  Score: Raw -2011365.749023 + Penalty 3172.662736 = -2008193.086287
  nChanged 58
		SP:Iteration 19Q (57496.800000 sec): 3 clusters
  Score: Raw -2011377.314126 + Penalty 3172.662736 = -2008204.651390
  nChanged 42
		SP:Iteration 20F (57497.080000 sec): 3 clusters
  Score: Raw -2011383.253760 + Penalty 3172.662736 = -2008210.591023
  nChanged 28
		SP:Iteration 21Q (57497.380000 sec): 3 clusters
  Score: Raw -2011387.941913 + Penalty 3172.662736 = -2008215.279177
  nChanged 26
		SP:Iteration 22Q (57497.640000 sec): 3 clusters
  Score: Raw -2011392.393072 + Penalty 3172.662736 = -2008219.730336
  nChanged 19
		SP:Iteration 23Q (57497.910000 sec): 3 clusters
  Score: Raw -2011394.875294 + Penalty 3172.662736 = -2008222.212557
  nChanged 15
		SP:Iteration 24Q (57498.210000 sec): 3 clusters
  Score: Raw -2011396.593993 + Penalty 3172.662736 = -2008223.931256
  nChanged 15
		SP:Iteration 25Q (57498.470000 sec): 3 clusters
  Score: Raw -2011399.865615 + Penalty 3172.662736 = -2008227.202879
  nChanged 25
		SP:Iteration 26Q (57498.740000 sec): 3 clusters
  Score: Raw -2011404.021805 + Penalty 3172.662736 = -2008231.359069
  nChanged 24
		SP:Iteration 27Q (57499.010000 sec): 3 clusters
  Score: Raw -2011407.618485 + Penalty 3172.662736 = -2008234.955749
  nChanged 24
		SP:Iteration 28Q (57499.250000 sec): 3 clusters
  Score: Raw -2011411.133945 + Penalty 3172.662736 = -2008238.471209
  nChanged 23
		SP:Iteration 29Q (57499.520000 sec): 3 clusters
  Score: Raw -2011413.640873 + Penalty 3172.662736 = -2008240.978137
  nChanged 14
		SP:Iteration 30Q (57499.820000 sec): 3 clusters
  Score: Raw -2011415.486678 + Penalty 3172.662736 = -2008242.823942
  nChanged 15
		SP:Iteration 31Q (57500.100000 sec): 3 clusters
  Score: Raw -2011417.137048 + Penalty 3172.662736 = -2008244.474311
  nChanged 11
		SP:Iteration 32Q (57500.320000 sec): 3 clusters
  Score: Raw -2011418.869208 + Penalty 3172.662736 = -2008246.206472
  nChanged 16
		SP:Iteration 33Q (57500.580000 sec): 3 clusters
  Score: Raw -2011420.601081 + Penalty 3172.662736 = -2008247.938345
  nChanged 11
		SP:Iteration 34Q (57500.830000 sec): 3 clusters
  Score: Raw -2011421.767548 + Penalty 3172.662736 = -2008249.104811
  nChanged 8
		SP:Iteration 35Q (57501.070000 sec): 3 clusters
  Score: Raw -2011422.688957 + Penalty 3172.662736 = -2008250.026221
  nChanged 8
		SP:Iteration 36Q (57501.430000 sec): 3 clusters
  Score: Raw -2011423.540847 + Penalty 3172.662736 = -2008250.878111
  nChanged 6
		SP:Iteration 37Q (57501.670000 sec): 3 clusters
  Score: Raw -2011424.015972 + Penalty 3172.662736 = -2008251.353235
  nChanged 6
		SP:Iteration 38Q (57501.970000 sec): 3 clusters
  Score: Raw -2011424.486960 + Penalty 3172.662736 = -2008251.824223
  nChanged 4
		SP:Iteration 39Q (57502.290000 sec): 3 clusters
  Score: Raw -2011424.732840 + Penalty 3172.662736 = -2008252.070103
  nChanged 2
		SP:Iteration 40F (57502.520000 sec): 3 clusters
  Score: Raw -2011424.825693 + Penalty 3172.662736 = -2008252.162957
  nChanged 2
		SP:Iteration 41Q (57502.790000 sec): 3 clusters
  Score: Raw -2011424.971828 + Penalty 3172.662736 = -2008252.309092
  nChanged 3
		SP:Iteration 42Q (57503.070000 sec): 3 clusters
  Score: Raw -2011425.193211 + Penalty 3172.662736 = -2008252.530475
  nChanged 1
		SP:Iteration 43Q (57503.310000 sec): 3 clusters
  Score: Raw -2011425.265814 + Penalty 3172.662736 = -2008252.603078
  nChanged 2
		SP:Iteration 44Q (57503.560000 sec): 3 clusters
  Score: Raw -2011425.417299 + Penalty 3172.662736 = -2008252.754563
  nChanged 1
		SP:Iteration 45Q (57503.800000 sec): 3 clusters
  Score: Raw -2011425.617923 + Penalty 3172.662736 = -2008252.955186
  nChanged 1
		SP:Iteration 46Q (57504.060000 sec): 3 clusters
  Score: Raw -2011425.747546 + Penalty 3172.662736 = -2008253.084810
  nChanged 2
		SP:Iteration 47Q (57504.370000 sec): 3 clusters
  Score: Raw -2011425.921424 + Penalty 3172.662736 = -2008253.258688
  nChanged 1
		SP:Iteration 48Q (57504.740000 sec): 3 clusters
  Score: Raw -2011426.076259 + Penalty 3172.662736 = -2008253.413523
  nChanged 1
		SP:Iteration 49Q (57505.000000 sec): 3 clusters
  Score: Raw -2011426.124598 + Penalty 3172.662736 = -2008253.461862
  nChanged 0
		SP:Iteration 50F (57505.270000 sec): 3 clusters
  Score: Raw -2011426.124598 + Penalty 3172.662736 = -2008253.461862
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57505.400000 sec): 2 clusters
  Score: Raw -255993.546398 + Penalty 1253.199432 = -254740.346965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57505.570000 sec): 3 clusters
  Score: Raw -255049.344591 + Penalty 2506.398865 = -252542.945726
  nChanged 813
		SP:Iteration 1F (57505.780000 sec): 3 clusters
  Score: Raw -255717.373404 + Penalty 2506.398865 = -253210.974540
  nChanged 251
		SP:Iteration 2F (57505.950000 sec): 3 clusters
  Score: Raw -255998.722652 + Penalty 2506.398865 = -253492.323788
  nChanged 172
		SP:Iteration 3F (57506.190000 sec): 3 clusters
  Score: Raw -256216.651643 + Penalty 2506.398865 = -253710.252779
  nChanged 140
		SP:Iteration 4F (57506.370000 sec): 3 clusters
  Score: Raw -256396.149622 + Penalty 2506.398865 = -253889.750758
  nChanged 109
		SP:Iteration 5Q (57506.570000 sec): 3 clusters
  Score: Raw -256492.006541 + Penalty 2506.398865 = -253985.607676
  nChanged 62
		SP:Iteration 6Q (57506.750000 sec): 3 clusters
  Score: Raw -256540.624278 + Penalty 2506.398865 = -254034.225413
  nChanged 37
		SP:Iteration 7Q (57506.940000 sec): 3 clusters
  Score: Raw -256565.667393 + Penalty 2506.398865 = -254059.268528
  nChanged 26
		SP:Iteration 8Q (57507.120000 sec): 3 clusters
  Score: Raw -256583.336320 + Penalty 2506.398865 = -254076.937455
  nChanged 14
		SP:Iteration 9Q (57507.320000 sec): 3 clusters
  Score: Raw -256590.758949 + Penalty 2506.398865 = -254084.360084
  nChanged 8
		SP:Iteration 10Q (57507.540000 sec): 3 clusters
  Score: Raw -256595.511017 + Penalty 2506.398865 = -254089.112152
  nChanged 4
		SP:Iteration 11Q (57507.730000 sec): 3 clusters
  Score: Raw -256598.232375 + Penalty 2506.398865 = -254091.833510
  nChanged 4
		SP:Iteration 12Q (57507.870000 sec): 3 clusters
  Score: Raw -256599.725433 + Penalty 2506.398865 = -254093.326568
  nChanged 6
		SP:Iteration 13Q (57508.100000 sec): 3 clusters
  Score: Raw -256602.458930 + Penalty 2506.398865 = -254096.060065
  nChanged 7
		SP:Iteration 14Q (57508.270000 sec): 3 clusters
  Score: Raw -256605.028152 + Penalty 2506.398865 = -254098.629287
  nChanged 3
		SP:Iteration 15Q (57508.430000 sec): 3 clusters
  Score: Raw -256606.163227 + Penalty 2506.398865 = -254099.764362
  nChanged 2
		SP:Iteration 16Q (57508.630000 sec): 3 clusters
  Score: Raw -256606.826984 + Penalty 2506.398865 = -254100.428119
  nChanged 2
		SP:Iteration 17Q (57508.810000 sec): 3 clusters
  Score: Raw -256607.450678 + Penalty 2506.398865 = -254101.051814
  nChanged 2
		SP:Iteration 18Q (57509.050000 sec): 3 clusters
  Score: Raw -256608.205285 + Penalty 2506.398865 = -254101.806420
  nChanged 1
		SP:Iteration 19Q (57509.220000 sec): 3 clusters
  Score: Raw -256608.500941 + Penalty 2506.398865 = -254102.102076
  nChanged 1
		SP:Iteration 20F (57509.390000 sec): 3 clusters
  Score: Raw -256608.952074 + Penalty 2506.398865 = -254102.553209
  nChanged 2
		SP:Iteration 21Q (57509.610000 sec): 3 clusters
  Score: Raw -256610.007976 + Penalty 2506.398865 = -254103.609112
  nChanged 2
		SP:Iteration 22Q (57509.800000 sec): 3 clusters
  Score: Raw -256610.772962 + Penalty 2506.398865 = -254104.374097
  nChanged 0
		SP:Iteration 23F (57510.000000 sec): 3 clusters
  Score: Raw -256610.772962 + Penalty 2506.398865 = -254104.374097
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57510.110000 sec): 2 clusters
  Score: Raw -430234.598835 + Penalty 1337.035349 = -428897.563487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57510.330000 sec): 3 clusters
  Score: Raw -428385.433055 + Penalty 2674.070697 = -425711.362358
  nChanged 1490
		SP:Iteration 1F (57510.560000 sec): 3 clusters
  Score: Raw -429206.945028 + Penalty 2674.070697 = -426532.874330
  nChanged 278
		SP:Iteration 2F (57510.800000 sec): 3 clusters
  Score: Raw -429353.478485 + Penalty 2674.070697 = -426679.407788
  nChanged 194
		SP:Iteration 3F (57510.970000 sec): 3 clusters
  Score: Raw -429452.440976 + Penalty 2674.070697 = -426778.370278
  nChanged 141
		SP:Iteration 4Q (57511.200000 sec): 3 clusters
  Score: Raw -429523.245939 + Penalty 2674.070697 = -426849.175242
  nChanged 109
		SP:Iteration 5Q (57511.410000 sec): 3 clusters
  Score: Raw -429574.675773 + Penalty 2674.070697 = -426900.605076
  nChanged 79
		SP:Iteration 6Q (57511.590000 sec): 3 clusters
  Score: Raw -429609.017867 + Penalty 2674.070697 = -426934.947170
  nChanged 64
		SP:Iteration 7Q (57511.770000 sec): 3 clusters
  Score: Raw -429637.757903 + Penalty 2674.070697 = -426963.687205
  nChanged 61
		SP:Iteration 8Q (57511.970000 sec): 3 clusters
  Score: Raw -429660.896665 + Penalty 2674.070697 = -426986.825968
  nChanged 50
		SP:Iteration 9Q (57512.170000 sec): 3 clusters
  Score: Raw -429679.368771 + Penalty 2674.070697 = -427005.298074
  nChanged 47
		SP:Iteration 10Q (57512.310000 sec): 3 clusters
  Score: Raw -429697.279062 + Penalty 2674.070697 = -427023.208364
  nChanged 50
		SP:Iteration 11Q (57512.550000 sec): 3 clusters
  Score: Raw -429720.445297 + Penalty 2674.070697 = -427046.374600
  nChanged 65
		SP:Iteration 12Q (57512.720000 sec): 3 clusters
  Score: Raw -429747.226140 + Penalty 2674.070697 = -427073.155443
  nChanged 65
		SP:Iteration 13Q (57512.890000 sec): 3 clusters
  Score: Raw -429771.210077 + Penalty 2674.070697 = -427097.139380
  nChanged 54
		SP:Iteration 14Q (57513.090000 sec): 3 clusters
  Score: Raw -429793.955296 + Penalty 2674.070697 = -427119.884599
  nChanged 57
		SP:Iteration 15Q (57513.290000 sec): 3 clusters
  Score: Raw -429822.174988 + Penalty 2674.070697 = -427148.104291
  nChanged 64
		SP:Iteration 16Q (57513.550000 sec): 3 clusters
  Score: Raw -429851.368311 + Penalty 2674.070697 = -427177.297614
  nChanged 67
		SP:Iteration 17Q (57513.730000 sec): 3 clusters
  Score: Raw -429887.359503 + Penalty 2674.070697 = -427213.288805
  nChanged 60
		SP:Iteration 18Q (57513.920000 sec): 3 clusters
  Score: Raw -429913.175667 + Penalty 2674.070697 = -427239.104969
  nChanged 49
		SP:Iteration 19Q (57514.060000 sec): 3 clusters
  Score: Raw -429931.688692 + Penalty 2674.070697 = -427257.617995
  nChanged 44
		SP:Iteration 20F (57514.250000 sec): 3 clusters
  Score: Raw -429945.376151 + Penalty 2674.070697 = -427271.305454
  nChanged 30
		SP:Iteration 21Q (57514.410000 sec): 3 clusters
  Score: Raw -429957.562283 + Penalty 2674.070697 = -427283.491586
  nChanged 33
		SP:Iteration 22Q (57514.610000 sec): 3 clusters
  Score: Raw -429971.642977 + Penalty 2674.070697 = -427297.572280
  nChanged 47
		SP:Iteration 23Q (57514.790000 sec): 3 clusters
  Score: Raw -429989.428634 + Penalty 2674.070697 = -427315.357936
  nChanged 48
		SP:Iteration 24Q (57515.020000 sec): 3 clusters
  Score: Raw -430016.120882 + Penalty 2674.070697 = -427342.050185
  nChanged 60
		SP:Iteration 25Q (57515.170000 sec): 3 clusters
  Score: Raw -430043.654338 + Penalty 2674.070697 = -427369.583640
  nChanged 48
		SP:Iteration 26Q (57515.430000 sec): 3 clusters
  Score: Raw -430066.777633 + Penalty 2674.070697 = -427392.706936
  nChanged 40
		SP:Iteration 27Q (57515.620000 sec): 3 clusters
  Score: Raw -430085.819026 + Penalty 2674.070697 = -427411.748329
  nChanged 41
		SP:Iteration 28Q (57515.860000 sec): 3 clusters
  Score: Raw -430102.279874 + Penalty 2674.070697 = -427428.209177
  nChanged 38
		SP:Iteration 29Q (57516.030000 sec): 3 clusters
  Score: Raw -430119.634098 + Penalty 2674.070697 = -427445.563401
  nChanged 43
		SP:Iteration 30Q (57516.240000 sec): 3 clusters
  Score: Raw -430137.665925 + Penalty 2674.070697 = -427463.595228
  nChanged 46
		SP:Iteration 31Q (57516.460000 sec): 3 clusters
  Score: Raw -430158.278275 + Penalty 2674.070697 = -427484.207577
  nChanged 44
		SP:Iteration 32Q (57516.690000 sec): 3 clusters
  Score: Raw -430179.349194 + Penalty 2674.070697 = -427505.278497
  nChanged 44
		SP:Iteration 33Q (57516.890000 sec): 3 clusters
  Score: Raw -430197.739657 + Penalty 2674.070697 = -427523.668959
  nChanged 40
		SP:Iteration 34Q (57517.110000 sec): 3 clusters
  Score: Raw -430212.895519 + Penalty 2674.070697 = -427538.824822
  nChanged 44
		SP:Iteration 35Q (57517.310000 sec): 3 clusters
  Score: Raw -430230.744761 + Penalty 2674.070697 = -427556.674064
  nChanged 36
		SP:Iteration 36Q (57517.570000 sec): 3 clusters
  Score: Raw -430244.071258 + Penalty 2674.070697 = -427570.000561
  nChanged 31
		SP:Iteration 37Q (57517.770000 sec): 3 clusters
  Score: Raw -430256.399284 + Penalty 2674.070697 = -427582.328587
  nChanged 23
		SP:Iteration 38Q (57517.890000 sec): 3 clusters
  Score: Raw -430267.236884 + Penalty 2674.070697 = -427593.166187
  nChanged 18
		SP:Iteration 39Q (57518.100000 sec): 3 clusters
  Score: Raw -430273.018480 + Penalty 2674.070697 = -427598.947782
  nChanged 13
		SP:Iteration 40F (57518.290000 sec): 3 clusters
  Score: Raw -430276.099587 + Penalty 2674.070697 = -427602.028890
  nChanged 6
		SP:Iteration 41Q (57518.430000 sec): 3 clusters
  Score: Raw -430278.600490 + Penalty 2674.070697 = -427604.529793
  nChanged 11
		SP:Iteration 42Q (57518.610000 sec): 3 clusters
  Score: Raw -430282.691658 + Penalty 2674.070697 = -427608.620961
  nChanged 12
		SP:Iteration 43Q (57518.820000 sec): 3 clusters
  Score: Raw -430286.520215 + Penalty 2674.070697 = -427612.449518
  nChanged 13
		SP:Iteration 44Q (57518.980000 sec): 3 clusters
  Score: Raw -430289.978707 + Penalty 2674.070697 = -427615.908010
  nChanged 13
		SP:Iteration 45Q (57519.190000 sec): 3 clusters
  Score: Raw -430293.647868 + Penalty 2674.070697 = -427619.577171
  nChanged 16
		SP:Iteration 46Q (57519.360000 sec): 3 clusters
  Score: Raw -430299.078125 + Penalty 2674.070697 = -427625.007428
  nChanged 12
		SP:Iteration 47Q (57519.570000 sec): 3 clusters
  Score: Raw -430302.536134 + Penalty 2674.070697 = -427628.465437
  nChanged 12
		SP:Iteration 48Q (57519.720000 sec): 3 clusters
  Score: Raw -430308.188668 + Penalty 2674.070697 = -427634.117971
  nChanged 12
		SP:Iteration 49Q (57519.870000 sec): 3 clusters
  Score: Raw -430312.524871 + Penalty 2674.070697 = -427638.454174
  nChanged 8
		SP:Iteration 50Q (57520.070000 sec): 3 clusters
  Score: Raw -430315.724129 + Penalty 2674.070697 = -427641.653432
  nChanged 9
		SP:Iteration 51Q (57520.250000 sec): 3 clusters
  Score: Raw -430317.997749 + Penalty 2674.070697 = -427643.927052
  nChanged 10
		SP:Iteration 52Q (57520.490000 sec): 3 clusters
  Score: Raw -430322.206410 + Penalty 2674.070697 = -427648.135713
  nChanged 14
		SP:Iteration 53Q (57520.710000 sec): 3 clusters
  Score: Raw -430325.704114 + Penalty 2674.070697 = -427651.633417
  nChanged 10
		SP:Iteration 54Q (57520.890000 sec): 3 clusters
  Score: Raw -430328.899409 + Penalty 2674.070697 = -427654.828711
  nChanged 13
		SP:Iteration 55Q (57521.070000 sec): 3 clusters
  Score: Raw -430332.406007 + Penalty 2674.070697 = -427658.335310
  nChanged 11
		SP:Iteration 56Q (57521.260000 sec): 3 clusters
  Score: Raw -430335.608970 + Penalty 2674.070697 = -427661.538273
  nChanged 11
		SP:Iteration 57Q (57521.440000 sec): 3 clusters
  Score: Raw -430338.855327 + Penalty 2674.070697 = -427664.784630
  nChanged 8
		SP:Iteration 58Q (57521.640000 sec): 3 clusters
  Score: Raw -430341.337687 + Penalty 2674.070697 = -427667.266990
  nChanged 11
		SP:Iteration 59Q (57521.850000 sec): 3 clusters
  Score: Raw -430343.629912 + Penalty 2674.070697 = -427669.559214
  nChanged 7
		SP:Iteration 60F (57522.060000 sec): 3 clusters
  Score: Raw -430345.571033 + Penalty 2674.070697 = -427671.500335
  nChanged 5
		SP:Iteration 61Q (57522.240000 sec): 3 clusters
  Score: Raw -430346.180250 + Penalty 2674.070697 = -427672.109553
  nChanged 1
		SP:Iteration 62Q (57522.450000 sec): 3 clusters
  Score: Raw -430346.361144 + Penalty 2674.070697 = -427672.290447
  nChanged 1
		SP:Iteration 63Q (57522.670000 sec): 3 clusters
  Score: Raw -430346.496510 + Penalty 2674.070697 = -427672.425813
  nChanged 2
		SP:Iteration 64Q (57522.830000 sec): 3 clusters
  Score: Raw -430347.076906 + Penalty 2674.070697 = -427673.006208
  nChanged 4
		SP:Iteration 65Q (57523.090000 sec): 3 clusters
  Score: Raw -430348.494178 + Penalty 2674.070697 = -427674.423481
  nChanged 6
		SP:Iteration 66Q (57523.300000 sec): 3 clusters
  Score: Raw -430349.696731 + Penalty 2674.070697 = -427675.626034
  nChanged 4
		SP:Iteration 67Q (57523.470000 sec): 3 clusters
  Score: Raw -430350.649136 + Penalty 2674.070697 = -427676.578439
  nChanged 7
		SP:Iteration 68Q (57523.650000 sec): 3 clusters
  Score: Raw -430352.240431 + Penalty 2674.070697 = -427678.169734
  nChanged 4
		SP:Iteration 69Q (57523.800000 sec): 3 clusters
  Score: Raw -430353.039223 + Penalty 2674.070697 = -427678.968526
  nChanged 3
		SP:Iteration 70Q (57523.940000 sec): 3 clusters
  Score: Raw -430353.685375 + Penalty 2674.070697 = -427679.614677
  nChanged 3
		SP:Iteration 71Q (57524.130000 sec): 3 clusters
  Score: Raw -430353.970345 + Penalty 2674.070697 = -427679.899648
  nChanged 1
		SP:Iteration 72Q (57524.310000 sec): 3 clusters
  Score: Raw -430354.081989 + Penalty 2674.070697 = -427680.011292
  nChanged 1
		SP:Iteration 73Q (57524.460000 sec): 3 clusters
  Score: Raw -430354.199254 + Penalty 2674.070697 = -427680.128557
  nChanged 1
		SP:Iteration 74Q (57524.630000 sec): 3 clusters
  Score: Raw -430354.300955 + Penalty 2674.070697 = -427680.230258
  nChanged 1
		SP:Iteration 75Q (57524.830000 sec): 3 clusters
  Score: Raw -430354.408109 + Penalty 2674.070697 = -427680.337412
  nChanged 2
		SP:Iteration 76Q (57525.000000 sec): 3 clusters
  Score: Raw -430354.799533 + Penalty 2674.070697 = -427680.728836
  nChanged 3
		SP:Iteration 77Q (57525.190000 sec): 3 clusters
  Score: Raw -430355.565762 + Penalty 2674.070697 = -427681.495065
  nChanged 4
		SP:Iteration 78Q (57525.410000 sec): 3 clusters
  Score: Raw -430357.629423 + Penalty 2674.070697 = -427683.558726
  nChanged 6
		SP:Iteration 79Q (57525.630000 sec): 3 clusters
  Score: Raw -430360.147949 + Penalty 2674.070697 = -427686.077252
  nChanged 7
		SP:Iteration 80F (57525.810000 sec): 3 clusters
  Score: Raw -430361.987465 + Penalty 2674.070697 = -427687.916768
  nChanged 7
		SP:Iteration 81Q (57526.000000 sec): 3 clusters
  Score: Raw -430363.377392 + Penalty 2674.070697 = -427689.306694
  nChanged 5
		SP:Iteration 82Q (57526.150000 sec): 3 clusters
  Score: Raw -430364.760727 + Penalty 2674.070697 = -427690.690029
  nChanged 2
		SP:Iteration 83Q (57526.290000 sec): 3 clusters
  Score: Raw -430365.237225 + Penalty 2674.070697 = -427691.166528
  nChanged 2
		SP:Iteration 84Q (57526.520000 sec): 3 clusters
  Score: Raw -430366.187195 + Penalty 2674.070697 = -427692.116498
  nChanged 1
		SP:Iteration 85Q (57526.680000 sec): 3 clusters
  Score: Raw -430366.467964 + Penalty 2674.070697 = -427692.397267
  nChanged 0
		SP:Iteration 86F (57526.890000 sec): 3 clusters
  Score: Raw -430366.467964 + Penalty 2674.070697 = -427692.397267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57527.020000 sec): 2 clusters
  Score: Raw -1120247.995400 + Penalty 1485.114565 = -1118762.880835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57527.260000 sec): 3 clusters
  Score: Raw -1115004.527306 + Penalty 2970.229130 = -1112034.298177
  nChanged 4049
		SP:Iteration 1F (57527.480000 sec): 3 clusters
  Score: Raw -1117170.299246 + Penalty 2970.229130 = -1114200.070117
  nChanged 613
		SP:Iteration 2F (57527.740000 sec): 3 clusters
  Score: Raw -1117469.645111 + Penalty 2970.229130 = -1114499.415981
  nChanged 486
		SP:Iteration 3F (57527.950000 sec): 3 clusters
  Score: Raw -1117683.477356 + Penalty 2970.229130 = -1114713.248226
  nChanged 433
		SP:Iteration 4Q (57528.160000 sec): 3 clusters
  Score: Raw -1117876.428740 + Penalty 2970.229130 = -1114906.199611
  nChanged 402
		SP:Iteration 5Q (57528.370000 sec): 3 clusters
  Score: Raw -1118068.815587 + Penalty 2970.229130 = -1115098.586457
  nChanged 402
		SP:Iteration 6Q (57528.570000 sec): 3 clusters
  Score: Raw -1118304.088894 + Penalty 2970.229130 = -1115333.859764
  nChanged 405
		SP:Iteration 7Q (57528.790000 sec): 3 clusters
  Score: Raw -1118525.417468 + Penalty 2970.229130 = -1115555.188338
  nChanged 367
		SP:Iteration 8Q (57529.000000 sec): 3 clusters
  Score: Raw -1118742.541080 + Penalty 2970.229130 = -1115772.311950
  nChanged 387
		SP:Iteration 9Q (57529.200000 sec): 3 clusters
  Score: Raw -1118975.333797 + Penalty 2970.229130 = -1116005.104667
  nChanged 370
		SP:Iteration 10Q (57529.440000 sec): 3 clusters
  Score: Raw -1119186.350187 + Penalty 2970.229130 = -1116216.121057
  nChanged 360
		SP:Iteration 11Q (57529.620000 sec): 3 clusters
  Score: Raw -1119383.250021 + Penalty 2970.229130 = -1116413.020892
  nChanged 306
		SP:Iteration 12Q (57529.880000 sec): 3 clusters
  Score: Raw -1119542.975460 + Penalty 2970.229130 = -1116572.746330
  nChanged 267
		SP:Iteration 13Q (57530.120000 sec): 3 clusters
  Score: Raw -1119681.286547 + Penalty 2970.229130 = -1116711.057417
  nChanged 230
		SP:Iteration 14Q (57530.320000 sec): 3 clusters
  Score: Raw -1119786.167294 + Penalty 2970.229130 = -1116815.938164
  nChanged 196
		SP:Iteration 15Q (57530.500000 sec): 3 clusters
  Score: Raw -1119856.782312 + Penalty 2970.229130 = -1116886.553183
  nChanged 151
		SP:Iteration 16Q (57530.700000 sec): 3 clusters
  Score: Raw -1119912.179179 + Penalty 2970.229130 = -1116941.950050
  nChanged 126
		SP:Iteration 17Q (57530.870000 sec): 3 clusters
  Score: Raw -1119958.244416 + Penalty 2970.229130 = -1116988.015287
  nChanged 122
		SP:Iteration 18Q (57531.090000 sec): 3 clusters
  Score: Raw -1120002.036090 + Penalty 2970.229130 = -1117031.806960
  nChanged 114
		SP:Iteration 19Q (57531.340000 sec): 3 clusters
  Score: Raw -1120041.069685 + Penalty 2970.229130 = -1117070.840555
  nChanged 117
		SP:Iteration 20F (57531.580000 sec): 3 clusters
  Score: Raw -1120076.930805 + Penalty 2970.229130 = -1117106.701675
  nChanged 101
		SP:Iteration 21Q (57531.770000 sec): 3 clusters
  Score: Raw -1120112.146919 + Penalty 2970.229130 = -1117141.917789
  nChanged 113
		SP:Iteration 22Q (57531.960000 sec): 3 clusters
  Score: Raw -1120153.791534 + Penalty 2970.229130 = -1117183.562404
  nChanged 94
		SP:Iteration 23Q (57532.190000 sec): 3 clusters
  Score: Raw -1120187.439154 + Penalty 2970.229130 = -1117217.210024
  nChanged 88
		SP:Iteration 24Q (57532.380000 sec): 3 clusters
  Score: Raw -1120221.353874 + Penalty 2970.229130 = -1117251.124744
  nChanged 89
		SP:Iteration 25Q (57532.660000 sec): 3 clusters
  Score: Raw -1120257.746650 + Penalty 2970.229130 = -1117287.517520
  nChanged 82
		SP:Iteration 26Q (57532.840000 sec): 3 clusters
  Score: Raw -1120284.933041 + Penalty 2970.229130 = -1117314.703911
  nChanged 79
		SP:Iteration 27Q (57533.090000 sec): 3 clusters
  Score: Raw -1120312.423253 + Penalty 2970.229130 = -1117342.194124
  nChanged 78
		SP:Iteration 28Q (57533.320000 sec): 3 clusters
  Score: Raw -1120344.382568 + Penalty 2970.229130 = -1117374.153438
  nChanged 75
		SP:Iteration 29Q (57533.580000 sec): 3 clusters
  Score: Raw -1120375.898180 + Penalty 2970.229130 = -1117405.669051
  nChanged 68
		SP:Iteration 30Q (57533.800000 sec): 3 clusters
  Score: Raw -1120409.275785 + Penalty 2970.229130 = -1117439.046655
  nChanged 66
		SP:Iteration 31Q (57534.010000 sec): 3 clusters
  Score: Raw -1120439.594789 + Penalty 2970.229130 = -1117469.365660
  nChanged 66
		SP:Iteration 32Q (57534.250000 sec): 3 clusters
  Score: Raw -1120465.864668 + Penalty 2970.229130 = -1117495.635538
  nChanged 56
		SP:Iteration 33Q (57534.410000 sec): 3 clusters
  Score: Raw -1120486.979381 + Penalty 2970.229130 = -1117516.750252
  nChanged 56
		SP:Iteration 34Q (57534.650000 sec): 3 clusters
  Score: Raw -1120510.251021 + Penalty 2970.229130 = -1117540.021891
  nChanged 56
		SP:Iteration 35Q (57534.900000 sec): 3 clusters
  Score: Raw -1120532.939337 + Penalty 2970.229130 = -1117562.710207
  nChanged 44
		SP:Iteration 36Q (57535.150000 sec): 3 clusters
  Score: Raw -1120552.110974 + Penalty 2970.229130 = -1117581.881845
  nChanged 44
		SP:Iteration 37Q (57535.410000 sec): 3 clusters
  Score: Raw -1120569.627544 + Penalty 2970.229130 = -1117599.398415
  nChanged 37
		SP:Iteration 38Q (57535.630000 sec): 3 clusters
  Score: Raw -1120581.233952 + Penalty 2970.229130 = -1117611.004822
  nChanged 25
		SP:Iteration 39Q (57535.840000 sec): 3 clusters
  Score: Raw -1120589.396620 + Penalty 2970.229130 = -1117619.167490
  nChanged 24
		SP:Iteration 40F (57536.060000 sec): 3 clusters
  Score: Raw -1120599.250450 + Penalty 2970.229130 = -1117629.021320
  nChanged 22
		SP:Iteration 41Q (57536.280000 sec): 3 clusters
  Score: Raw -1120604.783918 + Penalty 2970.229130 = -1117634.554789
  nChanged 18
		SP:Iteration 42Q (57536.550000 sec): 3 clusters
  Score: Raw -1120609.761925 + Penalty 2970.229130 = -1117639.532795
  nChanged 15
		SP:Iteration 43Q (57536.760000 sec): 3 clusters
  Score: Raw -1120612.996210 + Penalty 2970.229130 = -1117642.767080
  nChanged 15
		SP:Iteration 44Q (57536.990000 sec): 3 clusters
  Score: Raw -1120616.767171 + Penalty 2970.229130 = -1117646.538041
  nChanged 12
		SP:Iteration 45Q (57537.170000 sec): 3 clusters
  Score: Raw -1120619.577290 + Penalty 2970.229130 = -1117649.348161
  nChanged 8
		SP:Iteration 46Q (57537.400000 sec): 3 clusters
  Score: Raw -1120621.440228 + Penalty 2970.229130 = -1117651.211098
  nChanged 9
		SP:Iteration 47Q (57537.610000 sec): 3 clusters
  Score: Raw -1120624.277871 + Penalty 2970.229130 = -1117654.048741
  nChanged 8
		SP:Iteration 48Q (57537.880000 sec): 3 clusters
  Score: Raw -1120626.847716 + Penalty 2970.229130 = -1117656.618586
  nChanged 10
		SP:Iteration 49Q (57538.070000 sec): 3 clusters
  Score: Raw -1120629.097747 + Penalty 2970.229130 = -1117658.868618
  nChanged 7
		SP:Iteration 50Q (57538.350000 sec): 3 clusters
  Score: Raw -1120630.539732 + Penalty 2970.229130 = -1117660.310603
  nChanged 4
		SP:Iteration 51Q (57538.590000 sec): 3 clusters
  Score: Raw -1120631.765164 + Penalty 2970.229130 = -1117661.536034
  nChanged 1
		SP:Iteration 52Q (57538.790000 sec): 3 clusters
  Score: Raw -1120632.008370 + Penalty 2970.229130 = -1117661.779241
  nChanged 1
		SP:Iteration 53Q (57539.020000 sec): 3 clusters
  Score: Raw -1120632.049719 + Penalty 2970.229130 = -1117661.820589
  nChanged 0
		SP:Iteration 54F (57539.300000 sec): 3 clusters
  Score: Raw -1120632.049719 + Penalty 2970.229130 = -1117661.820589
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57539.420000 sec): 2 clusters
  Score: Raw -1251360.433022 + Penalty 1502.521556 = -1249857.911466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57539.650000 sec): 3 clusters
  Score: Raw -1245470.246366 + Penalty 3005.043112 = -1242465.203254
  nChanged 4486
		SP:Iteration 1F (57539.930000 sec): 3 clusters
  Score: Raw -1247888.183112 + Penalty 3005.043112 = -1244883.140000
  nChanged 672
		SP:Iteration 2F (57540.190000 sec): 3 clusters
  Score: Raw -1248197.288371 + Penalty 3005.043112 = -1245192.245259
  nChanged 546
		SP:Iteration 3F (57540.400000 sec): 3 clusters
  Score: Raw -1248446.936929 + Penalty 3005.043112 = -1245441.893817
  nChanged 462
		SP:Iteration 4Q (57540.650000 sec): 3 clusters
  Score: Raw -1248654.016488 + Penalty 3005.043112 = -1245648.973376
  nChanged 447
		SP:Iteration 5Q (57540.920000 sec): 3 clusters
  Score: Raw -1248863.080569 + Penalty 3005.043112 = -1245858.037456
  nChanged 423
		SP:Iteration 6Q (57541.150000 sec): 3 clusters
  Score: Raw -1249078.916926 + Penalty 3005.043112 = -1246073.873814
  nChanged 403
		SP:Iteration 7Q (57541.370000 sec): 3 clusters
  Score: Raw -1249270.972568 + Penalty 3005.043112 = -1246265.929456
  nChanged 387
		SP:Iteration 8Q (57541.640000 sec): 3 clusters
  Score: Raw -1249472.502174 + Penalty 3005.043112 = -1246467.459061
  nChanged 396
		SP:Iteration 9Q (57541.900000 sec): 3 clusters
  Score: Raw -1249688.828583 + Penalty 3005.043112 = -1246683.785471
  nChanged 404
		SP:Iteration 10Q (57542.170000 sec): 3 clusters
  Score: Raw -1249894.222547 + Penalty 3005.043112 = -1246889.179435
  nChanged 374
		SP:Iteration 11Q (57542.430000 sec): 3 clusters
  Score: Raw -1250072.126970 + Penalty 3005.043112 = -1247067.083857
  nChanged 317
		SP:Iteration 12Q (57542.680000 sec): 3 clusters
  Score: Raw -1250219.524782 + Penalty 3005.043112 = -1247214.481670
  nChanged 310
		SP:Iteration 13Q (57542.980000 sec): 3 clusters
  Score: Raw -1250372.052129 + Penalty 3005.043112 = -1247367.009017
  nChanged 294
		SP:Iteration 14Q (57543.180000 sec): 3 clusters
  Score: Raw -1250506.196415 + Penalty 3005.043112 = -1247501.153303
  nChanged 256
		SP:Iteration 15Q (57543.430000 sec): 3 clusters
  Score: Raw -1250608.292221 + Penalty 3005.043112 = -1247603.249109
  nChanged 212
		SP:Iteration 16Q (57543.680000 sec): 3 clusters
  Score: Raw -1250706.888068 + Penalty 3005.043112 = -1247701.844956
  nChanged 235
		SP:Iteration 17Q (57543.940000 sec): 3 clusters
  Score: Raw -1250825.162225 + Penalty 3005.043112 = -1247820.119113
  nChanged 232
		SP:Iteration 18Q (57544.210000 sec): 3 clusters
  Score: Raw -1250957.129739 + Penalty 3005.043112 = -1247952.086627
  nChanged 188
		SP:Iteration 19Q (57544.510000 sec): 3 clusters
  Score: Raw -1251071.868313 + Penalty 3005.043112 = -1248066.825201
  nChanged 176
		SP:Iteration 20F (57544.740000 sec): 3 clusters
  Score: Raw -1251179.710928 + Penalty 3005.043112 = -1248174.667815
  nChanged 138
		SP:Iteration 21Q (57544.940000 sec): 3 clusters
  Score: Raw -1251261.982747 + Penalty 3005.043112 = -1248256.939634
  nChanged 135
		SP:Iteration 22Q (57545.180000 sec): 3 clusters
  Score: Raw -1251326.126918 + Penalty 3005.043112 = -1248321.083805
  nChanged 105
		SP:Iteration 23Q (57545.370000 sec): 3 clusters
  Score: Raw -1251371.226310 + Penalty 3005.043112 = -1248366.183197
  nChanged 112
		SP:Iteration 24Q (57545.610000 sec): 3 clusters
  Score: Raw -1251414.763601 + Penalty 3005.043112 = -1248409.720489
  nChanged 94
		SP:Iteration 25Q (57545.820000 sec): 3 clusters
  Score: Raw -1251452.019540 + Penalty 3005.043112 = -1248446.976428
  nChanged 89
		SP:Iteration 26Q (57546.030000 sec): 3 clusters
  Score: Raw -1251484.874014 + Penalty 3005.043112 = -1248479.830902
  nChanged 79
		SP:Iteration 27Q (57546.330000 sec): 3 clusters
  Score: Raw -1251511.792768 + Penalty 3005.043112 = -1248506.749656
  nChanged 65
		SP:Iteration 28Q (57546.560000 sec): 3 clusters
  Score: Raw -1251530.653684 + Penalty 3005.043112 = -1248525.610572
  nChanged 62
		SP:Iteration 29Q (57546.830000 sec): 3 clusters
  Score: Raw -1251548.473453 + Penalty 3005.043112 = -1248543.430341
  nChanged 58
		SP:Iteration 30Q (57547.050000 sec): 3 clusters
  Score: Raw -1251567.818683 + Penalty 3005.043112 = -1248562.775571
  nChanged 70
		SP:Iteration 31Q (57547.290000 sec): 3 clusters
  Score: Raw -1251590.272665 + Penalty 3005.043112 = -1248585.229553
  nChanged 58
		SP:Iteration 32Q (57547.560000 sec): 3 clusters
  Score: Raw -1251607.747638 + Penalty 3005.043112 = -1248602.704526
  nChanged 51
		SP:Iteration 33Q (57547.790000 sec): 3 clusters
  Score: Raw -1251621.154294 + Penalty 3005.043112 = -1248616.111182
  nChanged 40
		SP:Iteration 34Q (57547.990000 sec): 3 clusters
  Score: Raw -1251630.684596 + Penalty 3005.043112 = -1248625.641484
  nChanged 26
		SP:Iteration 35Q (57548.220000 sec): 3 clusters
  Score: Raw -1251637.689494 + Penalty 3005.043112 = -1248632.646382
  nChanged 30
		SP:Iteration 36Q (57548.460000 sec): 3 clusters
  Score: Raw -1251645.909710 + Penalty 3005.043112 = -1248640.866598
  nChanged 32
		SP:Iteration 37Q (57548.700000 sec): 3 clusters
  Score: Raw -1251654.583558 + Penalty 3005.043112 = -1248649.540446
  nChanged 40
		SP:Iteration 38Q (57548.940000 sec): 3 clusters
  Score: Raw -1251665.538733 + Penalty 3005.043112 = -1248660.495621
  nChanged 23
		SP:Iteration 39Q (57549.190000 sec): 3 clusters
  Score: Raw -1251671.682497 + Penalty 3005.043112 = -1248666.639385
  nChanged 26
		SP:Iteration 40F (57549.410000 sec): 3 clusters
  Score: Raw -1251677.524950 + Penalty 3005.043112 = -1248672.481838
  nChanged 16
		SP:Iteration 41Q (57549.640000 sec): 3 clusters
  Score: Raw -1251681.228912 + Penalty 3005.043112 = -1248676.185800
  nChanged 15
		SP:Iteration 42Q (57549.870000 sec): 3 clusters
  Score: Raw -1251684.954534 + Penalty 3005.043112 = -1248679.911422
  nChanged 15
		SP:Iteration 43Q (57550.060000 sec): 3 clusters
  Score: Raw -1251689.827430 + Penalty 3005.043112 = -1248684.784318
  nChanged 19
		SP:Iteration 44Q (57550.310000 sec): 3 clusters
  Score: Raw -1251694.752989 + Penalty 3005.043112 = -1248689.709877
  nChanged 18
		SP:Iteration 45Q (57550.600000 sec): 3 clusters
  Score: Raw -1251698.935507 + Penalty 3005.043112 = -1248693.892395
  nChanged 14
		SP:Iteration 46Q (57550.780000 sec): 3 clusters
  Score: Raw -1251701.420197 + Penalty 3005.043112 = -1248696.377085
  nChanged 13
		SP:Iteration 47Q (57551.030000 sec): 3 clusters
  Score: Raw -1251704.513499 + Penalty 3005.043112 = -1248699.470386
  nChanged 15
		SP:Iteration 48Q (57551.250000 sec): 3 clusters
  Score: Raw -1251708.909432 + Penalty 3005.043112 = -1248703.866320
  nChanged 19
		SP:Iteration 49Q (57551.460000 sec): 3 clusters
  Score: Raw -1251713.679673 + Penalty 3005.043112 = -1248708.636561
  nChanged 16
		SP:Iteration 50Q (57551.750000 sec): 3 clusters
  Score: Raw -1251718.339295 + Penalty 3005.043112 = -1248713.296183
  nChanged 15
		SP:Iteration 51Q (57551.980000 sec): 3 clusters
  Score: Raw -1251721.846533 + Penalty 3005.043112 = -1248716.803421
  nChanged 14
		SP:Iteration 52Q (57552.240000 sec): 3 clusters
  Score: Raw -1251726.413250 + Penalty 3005.043112 = -1248721.370138
  nChanged 12
		SP:Iteration 53Q (57552.490000 sec): 3 clusters
  Score: Raw -1251728.918402 + Penalty 3005.043112 = -1248723.875290
  nChanged 12
		SP:Iteration 54Q (57552.780000 sec): 3 clusters
  Score: Raw -1251731.772772 + Penalty 3005.043112 = -1248726.729660
  nChanged 7
		SP:Iteration 55Q (57552.950000 sec): 3 clusters
  Score: Raw -1251733.561819 + Penalty 3005.043112 = -1248728.518707
  nChanged 9
		SP:Iteration 56Q (57553.180000 sec): 3 clusters
  Score: Raw -1251735.405130 + Penalty 3005.043112 = -1248730.362018
  nChanged 6
		SP:Iteration 57Q (57553.430000 sec): 3 clusters
  Score: Raw -1251737.169719 + Penalty 3005.043112 = -1248732.126607
  nChanged 6
		SP:Iteration 58Q (57553.650000 sec): 3 clusters
  Score: Raw -1251738.933174 + Penalty 3005.043112 = -1248733.890062
  nChanged 4
		SP:Iteration 59Q (57553.890000 sec): 3 clusters
  Score: Raw -1251739.763674 + Penalty 3005.043112 = -1248734.720562
  nChanged 2
		SP:Iteration 60F (57554.110000 sec): 3 clusters
  Score: Raw -1251740.100420 + Penalty 3005.043112 = -1248735.057308
  nChanged 2
		SP:Iteration 61Q (57554.320000 sec): 3 clusters
  Score: Raw -1251740.406142 + Penalty 3005.043112 = -1248735.363030
  nChanged 3
		SP:Iteration 62Q (57554.550000 sec): 3 clusters
  Score: Raw -1251740.772017 + Penalty 3005.043112 = -1248735.728905
  nChanged 1
		SP:Iteration 63Q (57554.820000 sec): 3 clusters
  Score: Raw -1251741.136354 + Penalty 3005.043112 = -1248736.093242
  nChanged 3
		SP:Iteration 64Q (57555.050000 sec): 3 clusters
  Score: Raw -1251741.958743 + Penalty 3005.043112 = -1248736.915631
  nChanged 3
		SP:Iteration 65Q (57555.250000 sec): 3 clusters
  Score: Raw -1251742.542872 + Penalty 3005.043112 = -1248737.499760
  nChanged 5
		SP:Iteration 66Q (57555.510000 sec): 3 clusters
  Score: Raw -1251743.938003 + Penalty 3005.043112 = -1248738.894891
  nChanged 4
		SP:Iteration 67Q (57555.690000 sec): 3 clusters
  Score: Raw -1251744.974435 + Penalty 3005.043112 = -1248739.931323
  nChanged 4
		SP:Iteration 68Q (57555.900000 sec): 3 clusters
  Score: Raw -1251745.831186 + Penalty 3005.043112 = -1248740.788074
  nChanged 3
		SP:Iteration 69Q (57556.140000 sec): 3 clusters
  Score: Raw -1251746.399633 + Penalty 3005.043112 = -1248741.356521
  nChanged 1
		SP:Iteration 70Q (57556.330000 sec): 3 clusters
  Score: Raw -1251746.538827 + Penalty 3005.043112 = -1248741.495715
  nChanged 1
		SP:Iteration 71Q (57556.570000 sec): 3 clusters
  Score: Raw -1251746.677290 + Penalty 3005.043112 = -1248741.634178
  nChanged 0
		SP:Iteration 72F (57556.710000 sec): 3 clusters
  Score: Raw -1251746.677290 + Penalty 3005.043112 = -1248741.634178
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (21618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57556.910000 sec): 2 clusters
  Score: Raw -2540832.513812 + Penalty 1621.958257 = -2539210.555556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57557.190000 sec): 3 clusters
  Score: Raw -2527729.192848 + Penalty 3243.916513 = -2524485.276334
  nChanged 9824
		SP:Iteration 1F (57557.440000 sec): 3 clusters
  Score: Raw -2533036.139201 + Penalty 3243.916513 = -2529792.222688
  nChanged 1007
		SP:Iteration 2Q (57557.690000 sec): 3 clusters
  Score: Raw -2533384.853555 + Penalty 3243.916513 = -2530140.937041
  nChanged 954
		SP:Iteration 3Q (57558.050000 sec): 3 clusters
  Score: Raw -2533732.944916 + Penalty 3243.916513 = -2530489.028402
  nChanged 866
		SP:Iteration 4Q (57558.410000 sec): 3 clusters
  Score: Raw -2534122.331670 + Penalty 3243.916513 = -2530878.415156
  nChanged 888
		SP:Iteration 5Q (57558.650000 sec): 3 clusters
  Score: Raw -2534549.227942 + Penalty 3243.916513 = -2531305.311428
  nChanged 845
		SP:Iteration 6Q (57558.930000 sec): 3 clusters
  Score: Raw -2534994.538751 + Penalty 3243.916513 = -2531750.622237
  nChanged 829
		SP:Iteration 7Q (57559.220000 sec): 3 clusters
  Score: Raw -2535426.521747 + Penalty 3243.916513 = -2532182.605234
  nChanged 822
		SP:Iteration 8Q (57559.520000 sec): 3 clusters
  Score: Raw -2535908.488070 + Penalty 3243.916513 = -2532664.571557
  nChanged 931
		SP:Iteration 9Q (57559.810000 sec): 3 clusters
  Score: Raw -2536484.814697 + Penalty 3243.916513 = -2533240.898183
  nChanged 975
		SP:Iteration 10Q (57560.040000 sec): 3 clusters
  Score: Raw -2537098.179790 + Penalty 3243.916513 = -2533854.263277
  nChanged 996
		SP:Iteration 11Q (57560.340000 sec): 3 clusters
  Score: Raw -2537762.325996 + Penalty 3243.916513 = -2534518.409482
  nChanged 975
		SP:Iteration 12Q (57560.650000 sec): 3 clusters
  Score: Raw -2538408.660915 + Penalty 3243.916513 = -2535164.744402
  nChanged 879
		SP:Iteration 13Q (57560.880000 sec): 3 clusters
  Score: Raw -2538994.694399 + Penalty 3243.916513 = -2535750.777886
  nChanged 802
		SP:Iteration 14Q (57561.130000 sec): 3 clusters
  Score: Raw -2539551.657764 + Penalty 3243.916513 = -2536307.741251
  nChanged 635
		SP:Iteration 15Q (57561.380000 sec): 3 clusters
  Score: Raw -2539994.073304 + Penalty 3243.916513 = -2536750.156790
  nChanged 510
		SP:Iteration 16Q (57561.630000 sec): 3 clusters
  Score: Raw -2540353.670620 + Penalty 3243.916513 = -2537109.754106
  nChanged 339
		SP:Iteration 17Q (57561.880000 sec): 3 clusters
  Score: Raw -2540595.395495 + Penalty 3243.916513 = -2537351.478982
  nChanged 222
		SP:Iteration 18Q (57562.190000 sec): 3 clusters
  Score: Raw -2540757.684936 + Penalty 3243.916513 = -2537513.768422
  nChanged 143
		SP:Iteration 19Q (57562.440000 sec): 3 clusters
  Score: Raw -2540859.868611 + Penalty 3243.916513 = -2537615.952098
  nChanged 79
		SP:Iteration 20F (57562.750000 sec): 3 clusters
  Score: Raw -2540918.098906 + Penalty 3243.916513 = -2537674.182393
  nChanged 60
		SP:Iteration 21Q (57563.020000 sec): 3 clusters
  Score: Raw -2540965.242365 + Penalty 3243.916513 = -2537721.325852
  nChanged 41
		SP:Iteration 22Q (57563.310000 sec): 3 clusters
  Score: Raw -2540990.939119 + Penalty 3243.916513 = -2537747.022605
  nChanged 24
		SP:Iteration 23Q (57563.560000 sec): 3 clusters
  Score: Raw -2541003.658601 + Penalty 3243.916513 = -2537759.742087
  nChanged 16
		SP:Iteration 24Q (57563.830000 sec): 3 clusters
  Score: Raw -2541015.878912 + Penalty 3243.916513 = -2537771.962399
  nChanged 21
		SP:Iteration 25Q (57564.130000 sec): 3 clusters
  Score: Raw -2541034.019399 + Penalty 3243.916513 = -2537790.102885
  nChanged 19
		SP:Iteration 26Q (57564.400000 sec): 3 clusters
  Score: Raw -2541048.224625 + Penalty 3243.916513 = -2537804.308112
  nChanged 18
		SP:Iteration 27Q (57564.720000 sec): 3 clusters
  Score: Raw -2541063.018701 + Penalty 3243.916513 = -2537819.102188
  nChanged 15
		SP:Iteration 28Q (57564.960000 sec): 3 clusters
  Score: Raw -2541073.627982 + Penalty 3243.916513 = -2537829.711469
  nChanged 9
		SP:Iteration 29Q (57565.230000 sec): 3 clusters
  Score: Raw -2541079.994541 + Penalty 3243.916513 = -2537836.078027
  nChanged 10
		SP:Iteration 30Q (57565.470000 sec): 3 clusters
  Score: Raw -2541086.989889 + Penalty 3243.916513 = -2537843.073375
  nChanged 2
		SP:Iteration 31Q (57565.760000 sec): 3 clusters
  Score: Raw -2541088.302777 + Penalty 3243.916513 = -2537844.386263
  nChanged 2
		SP:Iteration 32Q (57566.030000 sec): 3 clusters
  Score: Raw -2541089.173982 + Penalty 3243.916513 = -2537845.257468
  nChanged 1
		SP:Iteration 33Q (57566.290000 sec): 3 clusters
  Score: Raw -2541089.654236 + Penalty 3243.916513 = -2537845.737723
  nChanged 2
		SP:Iteration 34Q (57566.550000 sec): 3 clusters
  Score: Raw -2541090.739481 + Penalty 3243.916513 = -2537846.822967
  nChanged 0
		SP:Iteration 35F (57566.830000 sec): 3 clusters
  Score: Raw -2541090.739481 + Penalty 3243.916513 = -2537846.822967
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57566.970000 sec): 2 clusters
  Score: Raw -800812.311047 + Penalty 1430.043006 = -799382.268041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57567.210000 sec): 3 clusters
  Score: Raw -797199.211285 + Penalty 2860.086012 = -794339.125273
  nChanged 2814
		SP:Iteration 1F (57567.440000 sec): 3 clusters
  Score: Raw -798798.086652 + Penalty 2860.086012 = -795938.000641
  nChanged 487
		SP:Iteration 2F (57567.650000 sec): 3 clusters
  Score: Raw -799111.380634 + Penalty 2860.086012 = -796251.294622
  nChanged 392
		SP:Iteration 3F (57567.880000 sec): 3 clusters
  Score: Raw -799370.853837 + Penalty 2860.086012 = -796510.767825
  nChanged 355
		SP:Iteration 4F (57568.040000 sec): 3 clusters
  Score: Raw -799604.585859 + Penalty 2860.086012 = -796744.499848
  nChanged 349
		SP:Iteration 5F (57568.260000 sec): 3 clusters
  Score: Raw -799841.513252 + Penalty 2860.086012 = -796981.427240
  nChanged 328
		SP:Iteration 6Q (57568.460000 sec): 3 clusters
  Score: Raw -800044.088604 + Penalty 2860.086012 = -797184.002593
  nChanged 248
		SP:Iteration 7Q (57568.660000 sec): 3 clusters
  Score: Raw -800173.714381 + Penalty 2860.086012 = -797313.628369
  nChanged 195
		SP:Iteration 8Q (57568.910000 sec): 3 clusters
  Score: Raw -800274.367830 + Penalty 2860.086012 = -797414.281818
  nChanged 204
		SP:Iteration 9Q (57569.100000 sec): 3 clusters
  Score: Raw -800374.121473 + Penalty 2860.086012 = -797514.035462
  nChanged 174
		SP:Iteration 10Q (57569.300000 sec): 3 clusters
  Score: Raw -800473.816178 + Penalty 2860.086012 = -797613.730166
  nChanged 171
		SP:Iteration 11Q (57569.530000 sec): 3 clusters
  Score: Raw -800555.016337 + Penalty 2860.086012 = -797694.930326
  nChanged 135
		SP:Iteration 12Q (57569.710000 sec): 3 clusters
  Score: Raw -800625.665930 + Penalty 2860.086012 = -797765.579919
  nChanged 140
		SP:Iteration 13Q (57569.980000 sec): 3 clusters
  Score: Raw -800704.602915 + Penalty 2860.086012 = -797844.516903
  nChanged 136
		SP:Iteration 14Q (57570.210000 sec): 3 clusters
  Score: Raw -800773.594454 + Penalty 2860.086012 = -797913.508443
  nChanged 131
		SP:Iteration 15Q (57570.410000 sec): 3 clusters
  Score: Raw -800845.982942 + Penalty 2860.086012 = -797985.896931
  nChanged 118
		SP:Iteration 16Q (57570.630000 sec): 3 clusters
  Score: Raw -800909.443621 + Penalty 2860.086012 = -798049.357610
  nChanged 107
		SP:Iteration 17Q (57570.880000 sec): 3 clusters
  Score: Raw -800968.273610 + Penalty 2860.086012 = -798108.187598
  nChanged 103
		SP:Iteration 18Q (57571.070000 sec): 3 clusters
  Score: Raw -801016.776213 + Penalty 2860.086012 = -798156.690202
  nChanged 73
		SP:Iteration 19Q (57571.270000 sec): 3 clusters
  Score: Raw -801047.226797 + Penalty 2860.086012 = -798187.140785
  nChanged 58
		SP:Iteration 20F (57571.510000 sec): 3 clusters
  Score: Raw -801066.399181 + Penalty 2860.086012 = -798206.313169
  nChanged 42
		SP:Iteration 21Q (57571.740000 sec): 3 clusters
  Score: Raw -801079.561127 + Penalty 2860.086012 = -798219.475116
  nChanged 40
		SP:Iteration 22Q (57571.920000 sec): 3 clusters
  Score: Raw -801090.967219 + Penalty 2860.086012 = -798230.881207
  nChanged 30
		SP:Iteration 23Q (57572.160000 sec): 3 clusters
  Score: Raw -801098.084259 + Penalty 2860.086012 = -798237.998247
  nChanged 30
		SP:Iteration 24Q (57572.330000 sec): 3 clusters
  Score: Raw -801106.694359 + Penalty 2860.086012 = -798246.608347
  nChanged 24
		SP:Iteration 25Q (57572.570000 sec): 3 clusters
  Score: Raw -801114.382894 + Penalty 2860.086012 = -798254.296882
  nChanged 24
		SP:Iteration 26Q (57572.830000 sec): 3 clusters
  Score: Raw -801122.366255 + Penalty 2860.086012 = -798262.280243
  nChanged 22
		SP:Iteration 27Q (57573.010000 sec): 3 clusters
  Score: Raw -801129.734530 + Penalty 2860.086012 = -798269.648518
  nChanged 23
		SP:Iteration 28Q (57573.210000 sec): 3 clusters
  Score: Raw -801136.094359 + Penalty 2860.086012 = -798276.008347
  nChanged 15
		SP:Iteration 29Q (57573.430000 sec): 3 clusters
  Score: Raw -801140.442621 + Penalty 2860.086012 = -798280.356609
  nChanged 17
		SP:Iteration 30Q (57573.600000 sec): 3 clusters
  Score: Raw -801144.953121 + Penalty 2860.086012 = -798284.867110
  nChanged 17
		SP:Iteration 31Q (57573.830000 sec): 3 clusters
  Score: Raw -801148.943268 + Penalty 2860.086012 = -798288.857256
  nChanged 12
		SP:Iteration 32Q (57574.030000 sec): 3 clusters
  Score: Raw -801152.222600 + Penalty 2860.086012 = -798292.136589
  nChanged 10
		SP:Iteration 33Q (57574.310000 sec): 3 clusters
  Score: Raw -801154.822509 + Penalty 2860.086012 = -798294.736498
  nChanged 11
		SP:Iteration 34Q (57574.480000 sec): 3 clusters
  Score: Raw -801157.842446 + Penalty 2860.086012 = -798297.756434
  nChanged 11
		SP:Iteration 35Q (57574.730000 sec): 3 clusters
  Score: Raw -801159.915149 + Penalty 2860.086012 = -798299.829137
  nChanged 8
		SP:Iteration 36Q (57574.950000 sec): 3 clusters
  Score: Raw -801161.825474 + Penalty 2860.086012 = -798301.739462
  nChanged 9
		SP:Iteration 37Q (57575.200000 sec): 3 clusters
  Score: Raw -801164.102756 + Penalty 2860.086012 = -798304.016744
  nChanged 10
		SP:Iteration 38Q (57575.440000 sec): 3 clusters
  Score: Raw -801166.589051 + Penalty 2860.086012 = -798306.503040
  nChanged 6
		SP:Iteration 39Q (57575.700000 sec): 3 clusters
  Score: Raw -801168.453142 + Penalty 2860.086012 = -798308.367130
  nChanged 6
		SP:Iteration 40F (57575.920000 sec): 3 clusters
  Score: Raw -801169.642330 + Penalty 2860.086012 = -798309.556318
  nChanged 8
		SP:Iteration 41Q (57576.120000 sec): 3 clusters
  Score: Raw -801171.380206 + Penalty 2860.086012 = -798311.294194
  nChanged 10
		SP:Iteration 42Q (57576.350000 sec): 3 clusters
  Score: Raw -801172.997333 + Penalty 2860.086012 = -798312.911321
  nChanged 8
		SP:Iteration 43Q (57576.590000 sec): 3 clusters
  Score: Raw -801174.783292 + Penalty 2860.086012 = -798314.697280
  nChanged 5
		SP:Iteration 44Q (57576.790000 sec): 3 clusters
  Score: Raw -801176.753220 + Penalty 2860.086012 = -798316.667208
  nChanged 7
		SP:Iteration 45Q (57576.990000 sec): 3 clusters
  Score: Raw -801178.934684 + Penalty 2860.086012 = -798318.848672
  nChanged 7
		SP:Iteration 46Q (57577.250000 sec): 3 clusters
  Score: Raw -801180.881906 + Penalty 2860.086012 = -798320.795895
  nChanged 3
		SP:Iteration 47Q (57577.470000 sec): 3 clusters
  Score: Raw -801181.328659 + Penalty 2860.086012 = -798321.242648
  nChanged 2
		SP:Iteration 48Q (57577.680000 sec): 3 clusters
  Score: Raw -801181.675491 + Penalty 2860.086012 = -798321.589480
  nChanged 2
		SP:Iteration 49Q (57577.860000 sec): 3 clusters
  Score: Raw -801182.181095 + Penalty 2860.086012 = -798322.095084
  nChanged 3
		SP:Iteration 50Q (57578.100000 sec): 3 clusters
  Score: Raw -801182.880071 + Penalty 2860.086012 = -798322.794059
  nChanged 3
		SP:Iteration 51Q (57578.350000 sec): 3 clusters
  Score: Raw -801183.364229 + Penalty 2860.086012 = -798323.278217
  nChanged 2
		SP:Iteration 52Q (57578.510000 sec): 3 clusters
  Score: Raw -801183.678284 + Penalty 2860.086012 = -798323.592272
  nChanged 2
		SP:Iteration 53Q (57578.700000 sec): 3 clusters
  Score: Raw -801184.155425 + Penalty 2860.086012 = -798324.069413
  nChanged 2
		SP:Iteration 54Q (57578.890000 sec): 3 clusters
  Score: Raw -801184.813901 + Penalty 2860.086012 = -798324.727889
  nChanged 3
		SP:Iteration 55Q (57579.100000 sec): 3 clusters
  Score: Raw -801185.649092 + Penalty 2860.086012 = -798325.563081
  nChanged 4
		SP:Iteration 56Q (57579.290000 sec): 3 clusters
  Score: Raw -801186.649604 + Penalty 2860.086012 = -798326.563592
  nChanged 5
		SP:Iteration 57Q (57579.470000 sec): 3 clusters
  Score: Raw -801187.821792 + Penalty 2860.086012 = -798327.735780
  nChanged 2
		SP:Iteration 58Q (57579.690000 sec): 3 clusters
  Score: Raw -801188.248749 + Penalty 2860.086012 = -798328.162737
  nChanged 3
		SP:Iteration 59Q (57579.830000 sec): 3 clusters
  Score: Raw -801188.915843 + Penalty 2860.086012 = -798328.829831
  nChanged 5
		SP:Iteration 60F (57580.030000 sec): 3 clusters
  Score: Raw -801189.816196 + Penalty 2860.086012 = -798329.730185
  nChanged 2
		SP:Iteration 61Q (57580.210000 sec): 3 clusters
  Score: Raw -801190.317022 + Penalty 2860.086012 = -798330.231011
  nChanged 4
		SP:Iteration 62Q (57580.400000 sec): 3 clusters
  Score: Raw -801192.085336 + Penalty 2860.086012 = -798331.999324
  nChanged 4
		SP:Iteration 63Q (57580.600000 sec): 3 clusters
  Score: Raw -801193.637414 + Penalty 2860.086012 = -798333.551402
  nChanged 5
		SP:Iteration 64Q (57580.800000 sec): 3 clusters
  Score: Raw -801195.140518 + Penalty 2860.086012 = -798335.054506
  nChanged 4
		SP:Iteration 65Q (57581.000000 sec): 3 clusters
  Score: Raw -801195.486000 + Penalty 2860.086012 = -798335.399988
  nChanged 2
		SP:Iteration 66Q (57581.220000 sec): 3 clusters
  Score: Raw -801195.746948 + Penalty 2860.086012 = -798335.660936
  nChanged 2
		SP:Iteration 67Q (57581.380000 sec): 3 clusters
  Score: Raw -801195.882502 + Penalty 2860.086012 = -798335.796490
  nChanged 0
		SP:Iteration 68F (57581.580000 sec): 3 clusters
  Score: Raw -801195.882502 + Penalty 2860.086012 = -798335.796490
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57581.660000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57581.890000 sec): 3 clusters
  Score: Raw -62421.028227 + Penalty 2044.759970 = -60376.268256
  nChanged 130
		SP:Iteration 1F (57582.050000 sec): 3 clusters
  Score: Raw -62563.474125 + Penalty 2044.759970 = -60518.714155
  nChanged 31
		SP:Iteration 2F (57582.160000 sec): 3 clusters
  Score: Raw -62611.415248 + Penalty 2044.759970 = -60566.655277
  nChanged 17
		SP:Iteration 3Q (57582.330000 sec): 3 clusters
  Score: Raw -62634.626409 + Penalty 2044.759970 = -60589.866439
  nChanged 8
		SP:Iteration 4Q (57582.530000 sec): 3 clusters
  Score: Raw -62643.258390 + Penalty 2044.759970 = -60598.498419
  nChanged 3
		SP:Iteration 5Q (57582.670000 sec): 3 clusters
  Score: Raw -62651.751672 + Penalty 2044.759970 = -60606.991701
  nChanged 3
		SP:Iteration 6Q (57582.850000 sec): 3 clusters
  Score: Raw -62655.134631 + Penalty 2044.759970 = -60610.374661
  nChanged 2
		SP:Iteration 7Q (57583.030000 sec): 3 clusters
  Score: Raw -62657.046045 + Penalty 2044.759970 = -60612.286074
  nChanged 1
		SP:Iteration 8Q (57583.220000 sec): 3 clusters
  Score: Raw -62658.232271 + Penalty 2044.759970 = -60613.472301
  nChanged 1
		SP:Iteration 9Q (57583.390000 sec): 3 clusters
  Score: Raw -62659.052044 + Penalty 2044.759970 = -60614.292074
  nChanged 0
		SP:Iteration 10F (57583.590000 sec): 3 clusters
  Score: Raw -62659.052044 + Penalty 2044.759970 = -60614.292074
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57583.680000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57583.890000 sec): 3 clusters
  Score: Raw -65320.545760 + Penalty 2093.307626 = -63227.238134
  nChanged 165
		SP:Iteration 1F (57584.080000 sec): 3 clusters
  Score: Raw -65652.574961 + Penalty 2093.307626 = -63559.267335
  nChanged 73
		SP:Iteration 2F (57584.260000 sec): 3 clusters
  Score: Raw -65897.392995 + Penalty 2093.307626 = -63804.085369
  nChanged 45
		SP:Iteration 3F (57584.470000 sec): 3 clusters
  Score: Raw -65979.954390 + Penalty 2093.307626 = -63886.646764
  nChanged 35
		SP:Iteration 4F (57584.680000 sec): 3 clusters
  Score: Raw -66064.832917 + Penalty 2093.307626 = -63971.525291
  nChanged 20
		SP:Iteration 5Q (57584.830000 sec): 3 clusters
  Score: Raw -66125.707431 + Penalty 2093.307626 = -64032.399805
  nChanged 13
		SP:Iteration 6Q (57585.000000 sec): 3 clusters
  Score: Raw -66160.850576 + Penalty 2093.307626 = -64067.542950
  nChanged 6
		SP:Iteration 7Q (57585.190000 sec): 3 clusters
  Score: Raw -66170.901021 + Penalty 2093.307626 = -64077.593395
  nChanged 3
		SP:Iteration 8Q (57585.320000 sec): 3 clusters
  Score: Raw -66174.551305 + Penalty 2093.307626 = -64081.243679
  nChanged 2
		SP:Iteration 9Q (57585.540000 sec): 3 clusters
  Score: Raw -66181.145013 + Penalty 2093.307626 = -64087.837387
  nChanged 2
		SP:Iteration 10Q (57585.690000 sec): 3 clusters
  Score: Raw -66184.456647 + Penalty 2093.307626 = -64091.149021
  nChanged 1
		SP:Iteration 11Q (57585.870000 sec): 3 clusters
  Score: Raw -66185.326989 + Penalty 2093.307626 = -64092.019363
  nChanged 0
		SP:Iteration 12F (57586.090000 sec): 3 clusters
  Score: Raw -66185.326989 + Penalty 2093.307626 = -64092.019363
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (8996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57586.220000 sec): 2 clusters
  Score: Raw -1168555.378816 + Penalty 1479.486988 = -1167075.891828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57586.460000 sec): 3 clusters
  Score: Raw -1163455.089894 + Penalty 2958.973977 = -1160496.115917
  nChanged 3863
		SP:Iteration 1F (57586.700000 sec): 3 clusters
  Score: Raw -1165500.119732 + Penalty 2958.973977 = -1162541.145755
  nChanged 550
		SP:Iteration 2F (57586.920000 sec): 3 clusters
  Score: Raw -1165697.366744 + Penalty 2958.973977 = -1162738.392768
  nChanged 388
		SP:Iteration 3Q (57587.170000 sec): 3 clusters
  Score: Raw -1165831.878822 + Penalty 2958.973977 = -1162872.904845
  nChanged 309
		SP:Iteration 4Q (57587.420000 sec): 3 clusters
  Score: Raw -1165930.020897 + Penalty 2958.973977 = -1162971.046921
  nChanged 252
		SP:Iteration 5Q (57587.670000 sec): 3 clusters
  Score: Raw -1166015.470648 + Penalty 2958.973977 = -1163056.496672
  nChanged 241
		SP:Iteration 6Q (57587.920000 sec): 3 clusters
  Score: Raw -1166108.564142 + Penalty 2958.973977 = -1163149.590165
  nChanged 267
		SP:Iteration 7Q (57588.130000 sec): 3 clusters
  Score: Raw -1166218.378472 + Penalty 2958.973977 = -1163259.404495
  nChanged 312
		SP:Iteration 8Q (57588.360000 sec): 3 clusters
  Score: Raw -1166369.464113 + Penalty 2958.973977 = -1163410.490136
  nChanged 340
		SP:Iteration 9Q (57588.590000 sec): 3 clusters
  Score: Raw -1166564.282872 + Penalty 2958.973977 = -1163605.308895
  nChanged 386
		SP:Iteration 10Q (57588.770000 sec): 3 clusters
  Score: Raw -1166810.211563 + Penalty 2958.973977 = -1163851.237587
  nChanged 434
		SP:Iteration 11Q (57589.010000 sec): 3 clusters
  Score: Raw -1167131.738274 + Penalty 2958.973977 = -1164172.764297
  nChanged 443
		SP:Iteration 12Q (57589.330000 sec): 3 clusters
  Score: Raw -1167480.658303 + Penalty 2958.973977 = -1164521.684326
  nChanged 395
		SP:Iteration 13Q (57589.560000 sec): 3 clusters
  Score: Raw -1167804.574804 + Penalty 2958.973977 = -1164845.600827
  nChanged 334
		SP:Iteration 14Q (57589.800000 sec): 3 clusters
  Score: Raw -1168093.875344 + Penalty 2958.973977 = -1165134.901367
  nChanged 242
		SP:Iteration 15Q (57590.020000 sec): 3 clusters
  Score: Raw -1168307.160483 + Penalty 2958.973977 = -1165348.186507
  nChanged 153
		SP:Iteration 16Q (57590.240000 sec): 3 clusters
  Score: Raw -1168458.437146 + Penalty 2958.973977 = -1165499.463169
  nChanged 107
		SP:Iteration 17Q (57590.500000 sec): 3 clusters
  Score: Raw -1168565.589043 + Penalty 2958.973977 = -1165606.615066
  nChanged 65
		SP:Iteration 18Q (57590.710000 sec): 3 clusters
  Score: Raw -1168634.190670 + Penalty 2958.973977 = -1165675.216693
  nChanged 39
		SP:Iteration 19Q (57590.890000 sec): 3 clusters
  Score: Raw -1168674.330680 + Penalty 2958.973977 = -1165715.356703
  nChanged 20
		SP:Iteration 20F (57591.110000 sec): 3 clusters
  Score: Raw -1168698.750546 + Penalty 2958.973977 = -1165739.776569
  nChanged 15
		SP:Iteration 21Q (57591.320000 sec): 3 clusters
  Score: Raw -1168715.984632 + Penalty 2958.973977 = -1165757.010655
  nChanged 8
		SP:Iteration 22Q (57591.560000 sec): 3 clusters
  Score: Raw -1168724.573097 + Penalty 2958.973977 = -1165765.599120
  nChanged 6
		SP:Iteration 23Q (57591.820000 sec): 3 clusters
  Score: Raw -1168732.127485 + Penalty 2958.973977 = -1165773.153508
  nChanged 7
		SP:Iteration 24Q (57592.040000 sec): 3 clusters
  Score: Raw -1168743.166749 + Penalty 2958.973977 = -1165784.192772
  nChanged 3
		SP:Iteration 25Q (57592.240000 sec): 3 clusters
  Score: Raw -1168746.555381 + Penalty 2958.973977 = -1165787.581405
  nChanged 4
		SP:Iteration 26Q (57592.480000 sec): 3 clusters
  Score: Raw -1168751.707571 + Penalty 2958.973977 = -1165792.733595
  nChanged 2
		SP:Iteration 27Q (57592.650000 sec): 3 clusters
  Score: Raw -1168754.014884 + Penalty 2958.973977 = -1165795.040907
  nChanged 2
		SP:Iteration 28Q (57592.880000 sec): 3 clusters
  Score: Raw -1168755.951703 + Penalty 2958.973977 = -1165796.977727
  nChanged 1
		SP:Iteration 29Q (57593.070000 sec): 3 clusters
  Score: Raw -1168758.105045 + Penalty 2958.973977 = -1165799.131068
  nChanged 0
		SP:Iteration 30F (57593.290000 sec): 3 clusters
  Score: Raw -1168758.105045 + Penalty 2958.973977 = -1165799.131068
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57593.420000 sec): 2 clusters
  Score: Raw -123892.454280 + Penalty 1127.155695 = -122765.298586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57593.670000 sec): 3 clusters
  Score: Raw -123565.148531 + Penalty 2254.311389 = -121310.837141
  nChanged 332
		SP:Iteration 1F (57593.830000 sec): 3 clusters
  Score: Raw -123911.993387 + Penalty 2254.311389 = -121657.681998
  nChanged 108
		SP:Iteration 2F (57594.030000 sec): 3 clusters
  Score: Raw -124092.955193 + Penalty 2254.311389 = -121838.643804
  nChanged 87
		SP:Iteration 3F (57594.200000 sec): 3 clusters
  Score: Raw -124264.999553 + Penalty 2254.311389 = -122010.688164
  nChanged 71
		SP:Iteration 4F (57594.390000 sec): 3 clusters
  Score: Raw -124459.379766 + Penalty 2254.311389 = -122205.068377
  nChanged 66
		SP:Iteration 5F (57594.570000 sec): 3 clusters
  Score: Raw -124658.727433 + Penalty 2254.311389 = -122404.416044
  nChanged 49
		SP:Iteration 6Q (57594.760000 sec): 3 clusters
  Score: Raw -124799.693604 + Penalty 2254.311389 = -122545.382215
  nChanged 27
		SP:Iteration 7Q (57594.970000 sec): 3 clusters
  Score: Raw -124837.191137 + Penalty 2254.311389 = -122582.879748
  nChanged 11
		SP:Iteration 8Q (57595.110000 sec): 3 clusters
  Score: Raw -124854.468718 + Penalty 2254.311389 = -122600.157329
  nChanged 5
		SP:Iteration 9Q (57595.310000 sec): 3 clusters
  Score: Raw -124859.061014 + Penalty 2254.311389 = -122604.749625
  nChanged 0
		SP:Iteration 10F (57595.490000 sec): 3 clusters
  Score: Raw -124859.061014 + Penalty 2254.311389 = -122604.749625
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57595.740000 sec): 2 clusters
  Score: Raw -3551385.007745 + Penalty 1670.288688 = -3549714.719057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57596.100000 sec): 3 clusters
  Score: Raw -3533384.688928 + Penalty 3340.577376 = -3530044.111552
  nChanged 13416
		SP:Iteration 1F (57596.510000 sec): 3 clusters
  Score: Raw -3540772.247974 + Penalty 3340.577376 = -3537431.670599
  nChanged 1369
		SP:Iteration 2Q (57596.840000 sec): 3 clusters
  Score: Raw -3541232.003815 + Penalty 3340.577376 = -3537891.426440
  nChanged 1445
		SP:Iteration 3Q (57597.180000 sec): 3 clusters
  Score: Raw -3541799.807635 + Penalty 3340.577376 = -3538459.230259
  nChanged 1628
		SP:Iteration 4F (57597.530000 sec): 3 clusters
  Score: Raw -3542607.988055 + Penalty 3340.577376 = -3539267.410679
  nChanged 1892
		SP:Iteration 5F (57597.830000 sec): 3 clusters
  Score: Raw -3543764.873310 + Penalty 3340.577376 = -3540424.295935
  nChanged 2082
		SP:Iteration 6F (57598.200000 sec): 3 clusters
  Score: Raw -3545287.457883 + Penalty 3340.577376 = -3541946.880507
  nChanged 2086
		SP:Iteration 7F (57598.580000 sec): 3 clusters
  Score: Raw -3547001.278812 + Penalty 3340.577376 = -3543660.701436
  nChanged 1858
		SP:Iteration 8F (57598.860000 sec): 3 clusters
  Score: Raw -3548703.018357 + Penalty 3340.577376 = -3545362.440981
  nChanged 1459
		SP:Iteration 9F (57599.200000 sec): 3 clusters
  Score: Raw -3550098.463630 + Penalty 3340.577376 = -3546757.886254
  nChanged 825
		SP:Iteration 10Q (57599.480000 sec): 3 clusters
  Score: Raw -3550851.579072 + Penalty 3340.577376 = -3547511.001696
  nChanged 392
		SP:Iteration 11Q (57599.830000 sec): 3 clusters
  Score: Raw -3551195.388779 + Penalty 3340.577376 = -3547854.811403
  nChanged 184
		SP:Iteration 12Q (57600.110000 sec): 3 clusters
  Score: Raw -3551356.986838 + Penalty 3340.577376 = -3548016.409462
  nChanged 94
		SP:Iteration 13Q (57600.420000 sec): 3 clusters
  Score: Raw -3551445.035610 + Penalty 3340.577376 = -3548104.458234
  nChanged 47
		SP:Iteration 14Q (57600.820000 sec): 3 clusters
  Score: Raw -3551494.896878 + Penalty 3340.577376 = -3548154.319502
  nChanged 31
		SP:Iteration 15Q (57601.170000 sec): 3 clusters
  Score: Raw -3551527.093083 + Penalty 3340.577376 = -3548186.515707
  nChanged 21
		SP:Iteration 16Q (57601.470000 sec): 3 clusters
  Score: Raw -3551546.966592 + Penalty 3340.577376 = -3548206.389216
  nChanged 9
		SP:Iteration 17Q (57601.760000 sec): 3 clusters
  Score: Raw -3551561.865670 + Penalty 3340.577376 = -3548221.288294
  nChanged 11
		SP:Iteration 18Q (57602.130000 sec): 3 clusters
  Score: Raw -3551575.913601 + Penalty 3340.577376 = -3548235.336226
  nChanged 12
		SP:Iteration 19Q (57602.420000 sec): 3 clusters
  Score: Raw -3551589.503992 + Penalty 3340.577376 = -3548248.926616
  nChanged 12
		SP:Iteration 20F (57602.720000 sec): 3 clusters
  Score: Raw -3551601.936166 + Penalty 3340.577376 = -3548261.358790
  nChanged 9
		SP:Iteration 21Q (57603.050000 sec): 3 clusters
  Score: Raw -3551611.416253 + Penalty 3340.577376 = -3548270.838878
  nChanged 2
		SP:Iteration 22Q (57603.350000 sec): 3 clusters
  Score: Raw -3551613.628337 + Penalty 3340.577376 = -3548273.050962
  nChanged 1
		SP:Iteration 23Q (57603.650000 sec): 3 clusters
  Score: Raw -3551614.824439 + Penalty 3340.577376 = -3548274.247063
  nChanged 0
		SP:Iteration 24F (57604.030000 sec): 3 clusters
  Score: Raw -3551614.824439 + Penalty 3340.577376 = -3548274.247063
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57604.140000 sec): 2 clusters
  Score: Raw -443230.311928 + Penalty 1351.478233 = -441878.833694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57604.350000 sec): 3 clusters
  Score: Raw -441158.881484 + Penalty 2702.956466 = -438455.925018
  nChanged 1623
		SP:Iteration 1F (57604.550000 sec): 3 clusters
  Score: Raw -442116.109237 + Penalty 2702.956466 = -439413.152770
  nChanged 302
		SP:Iteration 2F (57604.690000 sec): 3 clusters
  Score: Raw -442317.953015 + Penalty 2702.956466 = -439614.996548
  nChanged 232
		SP:Iteration 3F (57604.950000 sec): 3 clusters
  Score: Raw -442487.511591 + Penalty 2702.956466 = -439784.555124
  nChanged 238
		SP:Iteration 4F (57605.170000 sec): 3 clusters
  Score: Raw -442647.489870 + Penalty 2702.956466 = -439944.533404
  nChanged 195
		SP:Iteration 5Q (57605.410000 sec): 3 clusters
  Score: Raw -442808.220558 + Penalty 2702.956466 = -440105.264091
  nChanged 193
		SP:Iteration 6Q (57605.580000 sec): 3 clusters
  Score: Raw -442950.829197 + Penalty 2702.956466 = -440247.872731
  nChanged 164
		SP:Iteration 7Q (57605.790000 sec): 3 clusters
  Score: Raw -443081.155434 + Penalty 2702.956466 = -440378.198968
  nChanged 172
		SP:Iteration 8Q (57605.950000 sec): 3 clusters
  Score: Raw -443203.952552 + Penalty 2702.956466 = -440500.996086
  nChanged 138
		SP:Iteration 9Q (57606.170000 sec): 3 clusters
  Score: Raw -443311.805164 + Penalty 2702.956466 = -440608.848697
  nChanged 117
		SP:Iteration 10Q (57606.410000 sec): 3 clusters
  Score: Raw -443387.366471 + Penalty 2702.956466 = -440684.410005
  nChanged 118
		SP:Iteration 11Q (57606.660000 sec): 3 clusters
  Score: Raw -443453.385057 + Penalty 2702.956466 = -440750.428590
  nChanged 97
		SP:Iteration 12Q (57606.830000 sec): 3 clusters
  Score: Raw -443514.106594 + Penalty 2702.956466 = -440811.150128
  nChanged 85
		SP:Iteration 13Q (57607.030000 sec): 3 clusters
  Score: Raw -443561.827621 + Penalty 2702.956466 = -440858.871155
  nChanged 92
		SP:Iteration 14Q (57607.230000 sec): 3 clusters
  Score: Raw -443622.197586 + Penalty 2702.956466 = -440919.241120
  nChanged 75
		SP:Iteration 15Q (57607.430000 sec): 3 clusters
  Score: Raw -443668.590520 + Penalty 2702.956466 = -440965.634053
  nChanged 79
		SP:Iteration 16Q (57607.620000 sec): 3 clusters
  Score: Raw -443714.703437 + Penalty 2702.956466 = -441011.746971
  nChanged 68
		SP:Iteration 17Q (57607.800000 sec): 3 clusters
  Score: Raw -443750.700978 + Penalty 2702.956466 = -441047.744512
  nChanged 55
		SP:Iteration 18Q (57607.980000 sec): 3 clusters
  Score: Raw -443784.051786 + Penalty 2702.956466 = -441081.095320
  nChanged 51
		SP:Iteration 19Q (57608.140000 sec): 3 clusters
  Score: Raw -443809.258217 + Penalty 2702.956466 = -441106.301751
  nChanged 48
		SP:Iteration 20F (57608.330000 sec): 3 clusters
  Score: Raw -443834.623859 + Penalty 2702.956466 = -441131.667393
  nChanged 44
		SP:Iteration 21Q (57608.570000 sec): 3 clusters
  Score: Raw -443855.524020 + Penalty 2702.956466 = -441152.567553
  nChanged 38
		SP:Iteration 22Q (57608.810000 sec): 3 clusters
  Score: Raw -443869.207995 + Penalty 2702.956466 = -441166.251528
  nChanged 27
		SP:Iteration 23Q (57608.990000 sec): 3 clusters
  Score: Raw -443875.708790 + Penalty 2702.956466 = -441172.752324
  nChanged 14
		SP:Iteration 24Q (57609.220000 sec): 3 clusters
  Score: Raw -443879.145444 + Penalty 2702.956466 = -441176.188978
  nChanged 12
		SP:Iteration 25Q (57609.430000 sec): 3 clusters
  Score: Raw -443883.151583 + Penalty 2702.956466 = -441180.195117
  nChanged 7
		SP:Iteration 26Q (57609.620000 sec): 3 clusters
  Score: Raw -443885.138464 + Penalty 2702.956466 = -441182.181998
  nChanged 6
		SP:Iteration 27Q (57609.810000 sec): 3 clusters
  Score: Raw -443886.712202 + Penalty 2702.956466 = -441183.755736
  nChanged 7
		SP:Iteration 28Q (57610.010000 sec): 3 clusters
  Score: Raw -443888.545460 + Penalty 2702.956466 = -441185.588994
  nChanged 3
		SP:Iteration 29Q (57610.240000 sec): 3 clusters
  Score: Raw -443889.276021 + Penalty 2702.956466 = -441186.319555
  nChanged 3
		SP:Iteration 30Q (57610.450000 sec): 3 clusters
  Score: Raw -443889.718589 + Penalty 2702.956466 = -441186.762123
  nChanged 5
		SP:Iteration 31Q (57610.650000 sec): 3 clusters
  Score: Raw -443891.173974 + Penalty 2702.956466 = -441188.217508
  nChanged 3
		SP:Iteration 32Q (57610.890000 sec): 3 clusters
  Score: Raw -443891.631991 + Penalty 2702.956466 = -441188.675525
  nChanged 1
		SP:Iteration 33Q (57611.060000 sec): 3 clusters
  Score: Raw -443891.718810 + Penalty 2702.956466 = -441188.762344
  nChanged 1
		SP:Iteration 34Q (57611.260000 sec): 3 clusters
  Score: Raw -443891.762435 + Penalty 2702.956466 = -441188.805968
  nChanged 0
		SP:Iteration 35F (57611.430000 sec): 3 clusters
  Score: Raw -443891.762435 + Penalty 2702.956466 = -441188.805968
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57611.550000 sec): 2 clusters
  Score: Raw -630625.898879 + Penalty 1391.476301 = -629234.422578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57611.740000 sec): 3 clusters
  Score: Raw -627929.115473 + Penalty 2782.952602 = -625146.162871
  nChanged 2128
		SP:Iteration 1F (57611.930000 sec): 3 clusters
  Score: Raw -629095.128094 + Penalty 2782.952602 = -626312.175492
  nChanged 403
		SP:Iteration 2F (57612.110000 sec): 3 clusters
  Score: Raw -629352.999947 + Penalty 2782.952602 = -626570.047345
  nChanged 326
		SP:Iteration 3F (57612.300000 sec): 3 clusters
  Score: Raw -629531.258303 + Penalty 2782.952602 = -626748.305701
  nChanged 221
		SP:Iteration 4Q (57612.510000 sec): 3 clusters
  Score: Raw -629643.679588 + Penalty 2782.952602 = -626860.726986
  nChanged 184
		SP:Iteration 5Q (57612.640000 sec): 3 clusters
  Score: Raw -629740.967784 + Penalty 2782.952602 = -626958.015182
  nChanged 182
		SP:Iteration 6Q (57612.800000 sec): 3 clusters
  Score: Raw -629836.289791 + Penalty 2782.952602 = -627053.337189
  nChanged 153
		SP:Iteration 7Q (57612.980000 sec): 3 clusters
  Score: Raw -629918.238031 + Penalty 2782.952602 = -627135.285429
  nChanged 147
		SP:Iteration 8Q (57613.160000 sec): 3 clusters
  Score: Raw -629997.571158 + Penalty 2782.952602 = -627214.618556
  nChanged 164
		SP:Iteration 9Q (57613.340000 sec): 3 clusters
  Score: Raw -630086.514934 + Penalty 2782.952602 = -627303.562332
  nChanged 153
		SP:Iteration 10Q (57613.490000 sec): 3 clusters
  Score: Raw -630154.032587 + Penalty 2782.952602 = -627371.079985
  nChanged 122
		SP:Iteration 11Q (57613.670000 sec): 3 clusters
  Score: Raw -630204.881389 + Penalty 2782.952602 = -627421.928787
  nChanged 118
		SP:Iteration 12Q (57613.830000 sec): 3 clusters
  Score: Raw -630259.012665 + Penalty 2782.952602 = -627476.060063
  nChanged 115
		SP:Iteration 13Q (57614.030000 sec): 3 clusters
  Score: Raw -630313.614075 + Penalty 2782.952602 = -627530.661473
  nChanged 116
		SP:Iteration 14Q (57614.200000 sec): 3 clusters
  Score: Raw -630368.110165 + Penalty 2782.952602 = -627585.157563
  nChanged 83
		SP:Iteration 15Q (57614.370000 sec): 3 clusters
  Score: Raw -630404.218903 + Penalty 2782.952602 = -627621.266301
  nChanged 65
		SP:Iteration 16Q (57614.570000 sec): 3 clusters
  Score: Raw -630431.427063 + Penalty 2782.952602 = -627648.474461
  nChanged 60
		SP:Iteration 17Q (57614.730000 sec): 3 clusters
  Score: Raw -630452.536033 + Penalty 2782.952602 = -627669.583431
  nChanged 48
		SP:Iteration 18Q (57614.930000 sec): 3 clusters
  Score: Raw -630468.411791 + Penalty 2782.952602 = -627685.459189
  nChanged 40
		SP:Iteration 19Q (57615.130000 sec): 3 clusters
  Score: Raw -630479.199038 + Penalty 2782.952602 = -627696.246435
  nChanged 36
		SP:Iteration 20F (57615.330000 sec): 3 clusters
  Score: Raw -630489.733619 + Penalty 2782.952602 = -627706.781017
  nChanged 36
		SP:Iteration 21Q (57615.520000 sec): 3 clusters
  Score: Raw -630500.079927 + Penalty 2782.952602 = -627717.127325
  nChanged 32
		SP:Iteration 22Q (57615.690000 sec): 3 clusters
  Score: Raw -630512.982614 + Penalty 2782.952602 = -627730.030012
  nChanged 39
		SP:Iteration 23Q (57615.880000 sec): 3 clusters
  Score: Raw -630524.826277 + Penalty 2782.952602 = -627741.873675
  nChanged 36
		SP:Iteration 24Q (57616.060000 sec): 3 clusters
  Score: Raw -630537.122048 + Penalty 2782.952602 = -627754.169446
  nChanged 37
		SP:Iteration 25Q (57616.260000 sec): 3 clusters
  Score: Raw -630550.834717 + Penalty 2782.952602 = -627767.882115
  nChanged 38
		SP:Iteration 26Q (57616.450000 sec): 3 clusters
  Score: Raw -630563.824860 + Penalty 2782.952602 = -627780.872258
  nChanged 34
		SP:Iteration 27Q (57616.660000 sec): 3 clusters
  Score: Raw -630575.313684 + Penalty 2782.952602 = -627792.361082
  nChanged 37
		SP:Iteration 28Q (57616.870000 sec): 3 clusters
  Score: Raw -630585.266652 + Penalty 2782.952602 = -627802.314050
  nChanged 27
		SP:Iteration 29Q (57617.060000 sec): 3 clusters
  Score: Raw -630594.481965 + Penalty 2782.952602 = -627811.529363
  nChanged 30
		SP:Iteration 30Q (57617.250000 sec): 3 clusters
  Score: Raw -630603.748099 + Penalty 2782.952602 = -627820.795497
  nChanged 18
		SP:Iteration 31Q (57617.450000 sec): 3 clusters
  Score: Raw -630608.960509 + Penalty 2782.952602 = -627826.007907
  nChanged 15
		SP:Iteration 32Q (57617.640000 sec): 3 clusters
  Score: Raw -630612.524905 + Penalty 2782.952602 = -627829.572303
  nChanged 11
		SP:Iteration 33Q (57617.830000 sec): 3 clusters
  Score: Raw -630614.520691 + Penalty 2782.952602 = -627831.568089
  nChanged 5
		SP:Iteration 34Q (57618.030000 sec): 3 clusters
  Score: Raw -630615.335012 + Penalty 2782.952602 = -627832.382410
  nChanged 2
		SP:Iteration 35Q (57618.230000 sec): 3 clusters
  Score: Raw -630615.778758 + Penalty 2782.952602 = -627832.826156
  nChanged 3
		SP:Iteration 36Q (57618.430000 sec): 3 clusters
  Score: Raw -630616.212041 + Penalty 2782.952602 = -627833.259439
  nChanged 1
		SP:Iteration 37Q (57618.630000 sec): 3 clusters
  Score: Raw -630616.352634 + Penalty 2782.952602 = -627833.400032
  nChanged 1
		SP:Iteration 38Q (57618.830000 sec): 3 clusters
  Score: Raw -630616.391860 + Penalty 2782.952602 = -627833.439258
  nChanged 1
		SP:Iteration 39Q (57619.030000 sec): 3 clusters
  Score: Raw -630616.452952 + Penalty 2782.952602 = -627833.500350
  nChanged 0
		SP:Iteration 40F (57619.260000 sec): 3 clusters
  Score: Raw -630616.452952 + Penalty 2782.952602 = -627833.500350
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57619.360000 sec): 2 clusters
  Score: Raw -541472.023207 + Penalty 1367.894896 = -540104.128311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57619.590000 sec): 3 clusters
  Score: Raw -539221.502780 + Penalty 2735.789793 = -536485.712987
  nChanged 1746
		SP:Iteration 1F (57619.840000 sec): 3 clusters
  Score: Raw -540186.417910 + Penalty 2735.789793 = -537450.628118
  nChanged 301
		SP:Iteration 2F (57620.000000 sec): 3 clusters
  Score: Raw -540351.732368 + Penalty 2735.789793 = -537615.942575
  nChanged 213
		SP:Iteration 3Q (57620.200000 sec): 3 clusters
  Score: Raw -540461.451672 + Penalty 2735.789793 = -537725.661879
  nChanged 168
		SP:Iteration 4Q (57620.390000 sec): 3 clusters
  Score: Raw -540540.088191 + Penalty 2735.789793 = -537804.298398
  nChanged 139
		SP:Iteration 5Q (57620.590000 sec): 3 clusters
  Score: Raw -540601.226214 + Penalty 2735.789793 = -537865.436421
  nChanged 110
		SP:Iteration 6Q (57620.780000 sec): 3 clusters
  Score: Raw -540643.473579 + Penalty 2735.789793 = -537907.683786
  nChanged 83
		SP:Iteration 7Q (57621.020000 sec): 3 clusters
  Score: Raw -540671.543117 + Penalty 2735.789793 = -537935.753324
  nChanged 72
		SP:Iteration 8Q (57621.220000 sec): 3 clusters
  Score: Raw -540701.297314 + Penalty 2735.789793 = -537965.507522
  nChanged 67
		SP:Iteration 9Q (57621.410000 sec): 3 clusters
  Score: Raw -540724.168066 + Penalty 2735.789793 = -537988.378273
  nChanged 46
		SP:Iteration 10Q (57621.620000 sec): 3 clusters
  Score: Raw -540740.343455 + Penalty 2735.789793 = -538004.553662
  nChanged 43
		SP:Iteration 11Q (57621.810000 sec): 3 clusters
  Score: Raw -540751.898419 + Penalty 2735.789793 = -538016.108626
  nChanged 51
		SP:Iteration 12Q (57622.000000 sec): 3 clusters
  Score: Raw -540771.726159 + Penalty 2735.789793 = -538035.936366
  nChanged 53
		SP:Iteration 13Q (57622.200000 sec): 3 clusters
  Score: Raw -540787.557315 + Penalty 2735.789793 = -538051.767522
  nChanged 49
		SP:Iteration 14Q (57622.370000 sec): 3 clusters
  Score: Raw -540808.047445 + Penalty 2735.789793 = -538072.257652
  nChanged 61
		SP:Iteration 15Q (57622.540000 sec): 3 clusters
  Score: Raw -540838.053693 + Penalty 2735.789793 = -538102.263900
  nChanged 61
		SP:Iteration 16Q (57622.770000 sec): 3 clusters
  Score: Raw -540864.904753 + Penalty 2735.789793 = -538129.114960
  nChanged 61
		SP:Iteration 17Q (57622.960000 sec): 3 clusters
  Score: Raw -540890.186512 + Penalty 2735.789793 = -538154.396719
  nChanged 57
		SP:Iteration 18Q (57623.160000 sec): 3 clusters
  Score: Raw -540912.633944 + Penalty 2735.789793 = -538176.844151
  nChanged 60
		SP:Iteration 19Q (57623.400000 sec): 3 clusters
  Score: Raw -540931.072209 + Penalty 2735.789793 = -538195.282417
  nChanged 52
		SP:Iteration 20F (57623.580000 sec): 3 clusters
  Score: Raw -540948.453202 + Penalty 2735.789793 = -538212.663409
  nChanged 46
		SP:Iteration 21Q (57623.800000 sec): 3 clusters
  Score: Raw -540965.368140 + Penalty 2735.789793 = -538229.578347
  nChanged 54
		SP:Iteration 22Q (57623.970000 sec): 3 clusters
  Score: Raw -540987.644596 + Penalty 2735.789793 = -538251.854803
  nChanged 55
		SP:Iteration 23Q (57624.170000 sec): 3 clusters
  Score: Raw -541010.777868 + Penalty 2735.789793 = -538274.988075
  nChanged 46
		SP:Iteration 24Q (57624.330000 sec): 3 clusters
  Score: Raw -541029.993383 + Penalty 2735.789793 = -538294.203590
  nChanged 50
		SP:Iteration 25Q (57624.510000 sec): 3 clusters
  Score: Raw -541050.966044 + Penalty 2735.789793 = -538315.176251
  nChanged 48
		SP:Iteration 26Q (57624.690000 sec): 3 clusters
  Score: Raw -541077.995033 + Penalty 2735.789793 = -538342.205240
  nChanged 60
		SP:Iteration 27Q (57624.890000 sec): 3 clusters
  Score: Raw -541105.116263 + Penalty 2735.789793 = -538369.326470
  nChanged 63
		SP:Iteration 28Q (57625.080000 sec): 3 clusters
  Score: Raw -541127.678471 + Penalty 2735.789793 = -538391.888678
  nChanged 54
		SP:Iteration 29Q (57625.290000 sec): 3 clusters
  Score: Raw -541149.230671 + Penalty 2735.789793 = -538413.440879
  nChanged 48
		SP:Iteration 30Q (57625.440000 sec): 3 clusters
  Score: Raw -541171.445419 + Penalty 2735.789793 = -538435.655626
  nChanged 59
		SP:Iteration 31Q (57625.650000 sec): 3 clusters
  Score: Raw -541197.479527 + Penalty 2735.789793 = -538461.689735
  nChanged 55
		SP:Iteration 32Q (57625.820000 sec): 3 clusters
  Score: Raw -541217.463975 + Penalty 2735.789793 = -538481.674182
  nChanged 44
		SP:Iteration 33Q (57626.040000 sec): 3 clusters
  Score: Raw -541234.702436 + Penalty 2735.789793 = -538498.912643
  nChanged 49
		SP:Iteration 34Q (57626.280000 sec): 3 clusters
  Score: Raw -541252.589816 + Penalty 2735.789793 = -538516.800023
  nChanged 31
		SP:Iteration 35Q (57626.470000 sec): 3 clusters
  Score: Raw -541262.793891 + Penalty 2735.789793 = -538527.004099
  nChanged 28
		SP:Iteration 36Q (57626.700000 sec): 3 clusters
  Score: Raw -541274.541274 + Penalty 2735.789793 = -538538.751481
  nChanged 31
		SP:Iteration 37Q (57626.920000 sec): 3 clusters
  Score: Raw -541287.068565 + Penalty 2735.789793 = -538551.278772
  nChanged 33
		SP:Iteration 38Q (57627.100000 sec): 3 clusters
  Score: Raw -541300.475635 + Penalty 2735.789793 = -538564.685842
  nChanged 38
		SP:Iteration 39Q (57627.290000 sec): 3 clusters
  Score: Raw -541316.375522 + Penalty 2735.789793 = -538580.585729
  nChanged 34
		SP:Iteration 40F (57627.490000 sec): 3 clusters
  Score: Raw -541331.198823 + Penalty 2735.789793 = -538595.409030
  nChanged 36
		SP:Iteration 41Q (57627.700000 sec): 3 clusters
  Score: Raw -541345.010938 + Penalty 2735.789793 = -538609.221145
  nChanged 27
		SP:Iteration 42Q (57627.910000 sec): 3 clusters
  Score: Raw -541357.097650 + Penalty 2735.789793 = -538621.307857
  nChanged 25
		SP:Iteration 43Q (57628.100000 sec): 3 clusters
  Score: Raw -541366.662996 + Penalty 2735.789793 = -538630.873203
  nChanged 25
		SP:Iteration 44Q (57628.290000 sec): 3 clusters
  Score: Raw -541375.659620 + Penalty 2735.789793 = -538639.869827
  nChanged 20
		SP:Iteration 45Q (57628.490000 sec): 3 clusters
  Score: Raw -541383.888556 + Penalty 2735.789793 = -538648.098763
  nChanged 21
		SP:Iteration 46Q (57628.690000 sec): 3 clusters
  Score: Raw -541394.917703 + Penalty 2735.789793 = -538659.127910
  nChanged 33
		SP:Iteration 47Q (57628.950000 sec): 3 clusters
  Score: Raw -541412.461762 + Penalty 2735.789793 = -538676.671969
  nChanged 33
		SP:Iteration 48Q (57629.120000 sec): 3 clusters
  Score: Raw -541430.166050 + Penalty 2735.789793 = -538694.376257
  nChanged 29
		SP:Iteration 49Q (57629.350000 sec): 3 clusters
  Score: Raw -541443.466270 + Penalty 2735.789793 = -538707.676477
  nChanged 26
		SP:Iteration 50Q (57629.570000 sec): 3 clusters
  Score: Raw -541457.681091 + Penalty 2735.789793 = -538721.891298
  nChanged 25
		SP:Iteration 51Q (57629.770000 sec): 3 clusters
  Score: Raw -541468.525502 + Penalty 2735.789793 = -538732.735709
  nChanged 20
		SP:Iteration 52Q (57630.010000 sec): 3 clusters
  Score: Raw -541476.215037 + Penalty 2735.789793 = -538740.425244
  nChanged 20
		SP:Iteration 53Q (57630.250000 sec): 3 clusters
  Score: Raw -541482.283343 + Penalty 2735.789793 = -538746.493550
  nChanged 15
		SP:Iteration 54Q (57630.470000 sec): 3 clusters
  Score: Raw -541487.967659 + Penalty 2735.789793 = -538752.177866
  nChanged 13
		SP:Iteration 55Q (57630.660000 sec): 3 clusters
  Score: Raw -541492.796303 + Penalty 2735.789793 = -538757.006510
  nChanged 10
		SP:Iteration 56Q (57630.960000 sec): 3 clusters
  Score: Raw -541495.701207 + Penalty 2735.789793 = -538759.911415
  nChanged 8
		SP:Iteration 57Q (57631.160000 sec): 3 clusters
  Score: Raw -541497.865712 + Penalty 2735.789793 = -538762.075919
  nChanged 6
		SP:Iteration 58Q (57631.400000 sec): 3 clusters
  Score: Raw -541500.119015 + Penalty 2735.789793 = -538764.329222
  nChanged 11
		SP:Iteration 59Q (57631.610000 sec): 3 clusters
  Score: Raw -541503.028550 + Penalty 2735.789793 = -538767.238757
  nChanged 13
		SP:Iteration 60F (57631.790000 sec): 3 clusters
  Score: Raw -541509.767204 + Penalty 2735.789793 = -538773.977411
  nChanged 13
		SP:Iteration 61Q (57631.980000 sec): 3 clusters
  Score: Raw -541514.583449 + Penalty 2735.789793 = -538778.793656
  nChanged 11
		SP:Iteration 62Q (57632.190000 sec): 3 clusters
  Score: Raw -541518.698541 + Penalty 2735.789793 = -538782.908748
  nChanged 12
		SP:Iteration 63Q (57632.380000 sec): 3 clusters
  Score: Raw -541523.696000 + Penalty 2735.789793 = -538787.906207
  nChanged 10
		SP:Iteration 64Q (57632.550000 sec): 3 clusters
  Score: Raw -541527.029935 + Penalty 2735.789793 = -538791.240142
  nChanged 10
		SP:Iteration 65Q (57632.790000 sec): 3 clusters
  Score: Raw -541532.209525 + Penalty 2735.789793 = -538796.419732
  nChanged 10
		SP:Iteration 66Q (57632.990000 sec): 3 clusters
  Score: Raw -541536.354666 + Penalty 2735.789793 = -538800.564873
  nChanged 13
		SP:Iteration 67Q (57633.230000 sec): 3 clusters
  Score: Raw -541542.947407 + Penalty 2735.789793 = -538807.157614
  nChanged 12
		SP:Iteration 68Q (57633.440000 sec): 3 clusters
  Score: Raw -541549.190411 + Penalty 2735.789793 = -538813.400618
  nChanged 18
		SP:Iteration 69Q (57633.590000 sec): 3 clusters
  Score: Raw -541558.932762 + Penalty 2735.789793 = -538823.142969
  nChanged 18
		SP:Iteration 70Q (57633.790000 sec): 3 clusters
  Score: Raw -541572.842399 + Penalty 2735.789793 = -538837.052606
  nChanged 20
		SP:Iteration 71Q (57633.980000 sec): 3 clusters
  Score: Raw -541585.135775 + Penalty 2735.789793 = -538849.345982
  nChanged 15
		SP:Iteration 72Q (57634.170000 sec): 3 clusters
  Score: Raw -541590.788687 + Penalty 2735.789793 = -538854.998895
  nChanged 8
		SP:Iteration 73Q (57634.410000 sec): 3 clusters
  Score: Raw -541594.770592 + Penalty 2735.789793 = -538858.980799
  nChanged 8
		SP:Iteration 74Q (57634.570000 sec): 3 clusters
  Score: Raw -541597.660968 + Penalty 2735.789793 = -538861.871175
  nChanged 2
		SP:Iteration 75Q (57634.850000 sec): 3 clusters
  Score: Raw -541598.143308 + Penalty 2735.789793 = -538862.353515
  nChanged 3
		SP:Iteration 76Q (57635.070000 sec): 3 clusters
  Score: Raw -541599.893624 + Penalty 2735.789793 = -538864.103831
  nChanged 3
		SP:Iteration 77Q (57635.250000 sec): 3 clusters
  Score: Raw -541600.964990 + Penalty 2735.789793 = -538865.175197
  nChanged 2
		SP:Iteration 78Q (57635.490000 sec): 3 clusters
  Score: Raw -541601.624573 + Penalty 2735.789793 = -538865.834780
  nChanged 1
		SP:Iteration 79Q (57635.700000 sec): 3 clusters
  Score: Raw -541602.570826 + Penalty 2735.789793 = -538866.781033
  nChanged 5
		SP:Iteration 80F (57635.890000 sec): 3 clusters
  Score: Raw -541605.644104 + Penalty 2735.789793 = -538869.854311
  nChanged 6
		SP:Iteration 81Q (57636.080000 sec): 3 clusters
  Score: Raw -541608.346800 + Penalty 2735.789793 = -538872.557007
  nChanged 4
		SP:Iteration 82Q (57636.300000 sec): 3 clusters
  Score: Raw -541609.678621 + Penalty 2735.789793 = -538873.888828
  nChanged 6
		SP:Iteration 83Q (57636.500000 sec): 3 clusters
  Score: Raw -541612.138302 + Penalty 2735.789793 = -538876.348509
  nChanged 4
		SP:Iteration 84Q (57636.760000 sec): 3 clusters
  Score: Raw -541613.932602 + Penalty 2735.789793 = -538878.142809
  nChanged 1
		SP:Iteration 85Q (57636.930000 sec): 3 clusters
  Score: Raw -541614.260948 + Penalty 2735.789793 = -538878.471155
  nChanged 0
		SP:Iteration 86F (57637.140000 sec): 3 clusters
  Score: Raw -541614.260948 + Penalty 2735.789793 = -538878.471155
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57637.310000 sec): 2 clusters
  Score: Raw -67988.415011 + Penalty 1039.771677 = -66948.643334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57637.480000 sec): 3 clusters
  Score: Raw -67901.121871 + Penalty 2079.543354 = -65821.578518
  nChanged 154
		SP:Iteration 1F (57637.670000 sec): 3 clusters
  Score: Raw -68096.294593 + Penalty 2079.543354 = -66016.751239
  nChanged 48
		SP:Iteration 2F (57637.880000 sec): 3 clusters
  Score: Raw -68159.954097 + Penalty 2079.543354 = -66080.410743
  nChanged 25
		SP:Iteration 3Q (57638.040000 sec): 3 clusters
  Score: Raw -68212.156516 + Penalty 2079.543354 = -66132.613163
  nChanged 17
		SP:Iteration 4Q (57638.300000 sec): 3 clusters
  Score: Raw -68242.664248 + Penalty 2079.543354 = -66163.120895
  nChanged 21
		SP:Iteration 5Q (57638.470000 sec): 3 clusters
  Score: Raw -68264.674181 + Penalty 2079.543354 = -66185.130827
  nChanged 17
		SP:Iteration 6Q (57638.650000 sec): 3 clusters
  Score: Raw -68302.903660 + Penalty 2079.543354 = -66223.360306
  nChanged 19
		SP:Iteration 7Q (57638.830000 sec): 3 clusters
  Score: Raw -68358.375805 + Penalty 2079.543354 = -66278.832451
  nChanged 24
		SP:Iteration 8Q (57638.990000 sec): 3 clusters
  Score: Raw -68417.068854 + Penalty 2079.543354 = -66337.525501
  nChanged 23
		SP:Iteration 9Q (57639.150000 sec): 3 clusters
  Score: Raw -68484.196844 + Penalty 2079.543354 = -66404.653490
  nChanged 21
		SP:Iteration 10Q (57639.350000 sec): 3 clusters
  Score: Raw -68540.724744 + Penalty 2079.543354 = -66461.181390
  nChanged 13
		SP:Iteration 11Q (57639.500000 sec): 3 clusters
  Score: Raw -68566.283697 + Penalty 2079.543354 = -66486.740344
  nChanged 5
		SP:Iteration 12Q (57639.630000 sec): 3 clusters
  Score: Raw -68580.930450 + Penalty 2079.543354 = -66501.387096
  nChanged 7
		SP:Iteration 13Q (57639.790000 sec): 3 clusters
  Score: Raw -68595.780435 + Penalty 2079.543354 = -66516.237082
  nChanged 1
		SP:Iteration 14Q (57639.960000 sec): 3 clusters
  Score: Raw -68601.237335 + Penalty 2079.543354 = -66521.693981
  nChanged 2
		SP:Iteration 15Q (57640.110000 sec): 3 clusters
  Score: Raw -68612.704030 + Penalty 2079.543354 = -66533.160676
  nChanged 0
		SP:Iteration 16F (57640.250000 sec): 3 clusters
  Score: Raw -68612.704030 + Penalty 2079.543354 = -66533.160676
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57640.340000 sec): 2 clusters
  Score: Raw -39808.847939 + Penalty 980.376511 = -38828.471428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57640.530000 sec): 3 clusters
  Score: Raw -39876.611870 + Penalty 1960.753022 = -37915.858847
  nChanged 95
		SP:Iteration 1F (57640.670000 sec): 3 clusters
  Score: Raw -40034.031618 + Penalty 1960.753022 = -38073.278596
  nChanged 36
		SP:Iteration 2F (57640.860000 sec): 3 clusters
  Score: Raw -40096.210696 + Penalty 1960.753022 = -38135.457674
  nChanged 11
		SP:Iteration 3Q (57640.990000 sec): 3 clusters
  Score: Raw -40118.299818 + Penalty 1960.753022 = -38157.546796
  nChanged 5
		SP:Iteration 4Q (57641.170000 sec): 3 clusters
  Score: Raw -40125.136698 + Penalty 1960.753022 = -38164.383676
  nChanged 7
		SP:Iteration 5Q (57641.350000 sec): 3 clusters
  Score: Raw -40135.635765 + Penalty 1960.753022 = -38174.882743
  nChanged 6
		SP:Iteration 6Q (57641.520000 sec): 3 clusters
  Score: Raw -40143.203920 + Penalty 1960.753022 = -38182.450898
  nChanged 3
		SP:Iteration 7Q (57641.710000 sec): 3 clusters
  Score: Raw -40147.991299 + Penalty 1960.753022 = -38187.238277
  nChanged 2
		SP:Iteration 8Q (57641.880000 sec): 3 clusters
  Score: Raw -40150.075132 + Penalty 1960.753022 = -38189.322110
  nChanged 0
		SP:Iteration 9F (57642.060000 sec): 3 clusters
  Score: Raw -40150.075132 + Penalty 1960.753022 = -38189.322110
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57642.370000 sec): 2 clusters
  Score: Raw -5100801.920246 + Penalty 1726.661762 = -5099075.258485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57642.780000 sec): 3 clusters
  Score: Raw -5074956.585679 + Penalty 3453.323523 = -5071503.262156
  nChanged 19229
		SP:Iteration 1F (57643.170000 sec): 3 clusters
  Score: Raw -5085605.702503 + Penalty 3453.323523 = -5082152.378980
  nChanged 1727
		SP:Iteration 2Q (57643.530000 sec): 3 clusters
  Score: Raw -5086122.900658 + Penalty 3453.323523 = -5082669.577134
  nChanged 1784
		SP:Iteration 3Q (57643.900000 sec): 3 clusters
  Score: Raw -5086689.110823 + Penalty 3453.323523 = -5083235.787300
  nChanged 1870
		SP:Iteration 4Q (57644.330000 sec): 3 clusters
  Score: Raw -5087421.084949 + Penalty 3453.323523 = -5083967.761426
  nChanged 2091
		SP:Iteration 5F (57644.660000 sec): 3 clusters
  Score: Raw -5088336.006986 + Penalty 3453.323523 = -5084882.683463
  nChanged 2246
		SP:Iteration 6F (57645.030000 sec): 3 clusters
  Score: Raw -5089390.307188 + Penalty 3453.323523 = -5085936.983665
  nChanged 2247
		SP:Iteration 7F (57645.370000 sec): 3 clusters
  Score: Raw -5090422.490152 + Penalty 3453.323523 = -5086969.166628
  nChanged 2149
		SP:Iteration 8F (57645.750000 sec): 3 clusters
  Score: Raw -5091395.906597 + Penalty 3453.323523 = -5087942.583073
  nChanged 1944
		SP:Iteration 9Q (57646.090000 sec): 3 clusters
  Score: Raw -5092168.191024 + Penalty 3453.323523 = -5088714.867500
  nChanged 1536
		SP:Iteration 10Q (57646.450000 sec): 3 clusters
  Score: Raw -5092702.787953 + Penalty 3453.323523 = -5089249.464430
  nChanged 1270
		SP:Iteration 11Q (57646.760000 sec): 3 clusters
  Score: Raw -5093074.996165 + Penalty 3453.323523 = -5089621.672642
  nChanged 983
		SP:Iteration 12Q (57647.160000 sec): 3 clusters
  Score: Raw -5093326.623281 + Penalty 3453.323523 = -5089873.299758
  nChanged 833
		SP:Iteration 13Q (57647.590000 sec): 3 clusters
  Score: Raw -5093507.991068 + Penalty 3453.323523 = -5090054.667545
  nChanged 650
		SP:Iteration 14Q (57647.990000 sec): 3 clusters
  Score: Raw -5093638.869817 + Penalty 3453.323523 = -5090185.546294
  nChanged 578
		SP:Iteration 15Q (57648.360000 sec): 3 clusters
  Score: Raw -5093738.198250 + Penalty 3453.323523 = -5090284.874727
  nChanged 537
		SP:Iteration 16Q (57648.770000 sec): 3 clusters
  Score: Raw -5093834.045961 + Penalty 3453.323523 = -5090380.722437
  nChanged 588
		SP:Iteration 17Q (57649.090000 sec): 3 clusters
  Score: Raw -5093943.476087 + Penalty 3453.323523 = -5090490.152564
  nChanged 627
		SP:Iteration 18Q (57649.440000 sec): 3 clusters
  Score: Raw -5094064.721257 + Penalty 3453.323523 = -5090611.397733
  nChanged 711
		SP:Iteration 19Q (57649.790000 sec): 3 clusters
  Score: Raw -5094219.285544 + Penalty 3453.323523 = -5090765.962020
  nChanged 825
		SP:Iteration 20F (57650.180000 sec): 3 clusters
  Score: Raw -5094416.692153 + Penalty 3453.323523 = -5090963.368630
  nChanged 928
		SP:Iteration 21Q (57650.530000 sec): 3 clusters
  Score: Raw -5094662.802195 + Penalty 3453.323523 = -5091209.478671
  nChanged 1029
		SP:Iteration 22Q (57650.940000 sec): 3 clusters
  Score: Raw -5094970.788342 + Penalty 3453.323523 = -5091517.464819
  nChanged 1164
		SP:Iteration 23Q (57651.340000 sec): 3 clusters
  Score: Raw -5095354.061039 + Penalty 3453.323523 = -5091900.737516
  nChanged 1252
		SP:Iteration 24Q (57651.710000 sec): 3 clusters
  Score: Raw -5095799.346733 + Penalty 3453.323523 = -5092346.023210
  nChanged 1369
		SP:Iteration 25Q (57652.110000 sec): 3 clusters
  Score: Raw -5096328.568299 + Penalty 3453.323523 = -5092875.244776
  nChanged 1453
		SP:Iteration 26Q (57652.520000 sec): 3 clusters
  Score: Raw -5096902.247280 + Penalty 3453.323523 = -5093448.923756
  nChanged 1468
		SP:Iteration 27Q (57652.940000 sec): 3 clusters
  Score: Raw -5097505.842549 + Penalty 3453.323523 = -5094052.519026
  nChanged 1406
		SP:Iteration 28Q (57653.320000 sec): 3 clusters
  Score: Raw -5098099.110250 + Penalty 3453.323523 = -5094645.786727
  nChanged 1321
		SP:Iteration 29Q (57653.680000 sec): 3 clusters
  Score: Raw -5098644.985862 + Penalty 3453.323523 = -5095191.662339
  nChanged 1144
		SP:Iteration 30Q (57654.060000 sec): 3 clusters
  Score: Raw -5099123.905032 + Penalty 3453.323523 = -5095670.581508
  nChanged 1042
		SP:Iteration 31Q (57654.390000 sec): 3 clusters
  Score: Raw -5099557.858219 + Penalty 3453.323523 = -5096104.534695
  nChanged 894
		SP:Iteration 32Q (57654.800000 sec): 3 clusters
  Score: Raw -5099937.912310 + Penalty 3453.323523 = -5096484.588787
  nChanged 739
		SP:Iteration 33Q (57655.160000 sec): 3 clusters
  Score: Raw -5100243.283010 + Penalty 3453.323523 = -5096789.959486
  nChanged 607
		SP:Iteration 34Q (57655.500000 sec): 3 clusters
  Score: Raw -5100472.664954 + Penalty 3453.323523 = -5097019.341431
  nChanged 481
		SP:Iteration 35Q (57655.810000 sec): 3 clusters
  Score: Raw -5100644.872289 + Penalty 3453.323523 = -5097191.548765
  nChanged 382
		SP:Iteration 36Q (57656.170000 sec): 3 clusters
  Score: Raw -5100774.622603 + Penalty 3453.323523 = -5097321.299079
  nChanged 295
		SP:Iteration 37Q (57656.550000 sec): 3 clusters
  Score: Raw -5100877.175905 + Penalty 3453.323523 = -5097423.852382
  nChanged 251
		SP:Iteration 38Q (57656.890000 sec): 3 clusters
  Score: Raw -5100966.719138 + Penalty 3453.323523 = -5097513.395614
  nChanged 199
		SP:Iteration 39Q (57657.260000 sec): 3 clusters
  Score: Raw -5101028.397362 + Penalty 3453.323523 = -5097575.073838
  nChanged 150
		SP:Iteration 40F (57657.630000 sec): 3 clusters
  Score: Raw -5101070.467842 + Penalty 3453.323523 = -5097617.144318
  nChanged 119
		SP:Iteration 41Q (57658.030000 sec): 3 clusters
  Score: Raw -5101108.931174 + Penalty 3453.323523 = -5097655.607651
  nChanged 112
		SP:Iteration 42Q (57658.340000 sec): 3 clusters
  Score: Raw -5101142.167739 + Penalty 3453.323523 = -5097688.844215
  nChanged 101
		SP:Iteration 43Q (57658.720000 sec): 3 clusters
  Score: Raw -5101171.575484 + Penalty 3453.323523 = -5097718.251961
  nChanged 80
		SP:Iteration 44Q (57659.070000 sec): 3 clusters
  Score: Raw -5101194.871709 + Penalty 3453.323523 = -5097741.548185
  nChanged 72
		SP:Iteration 45Q (57659.450000 sec): 3 clusters
  Score: Raw -5101215.094805 + Penalty 3453.323523 = -5097761.771282
  nChanged 55
		SP:Iteration 46Q (57659.850000 sec): 3 clusters
  Score: Raw -5101230.390182 + Penalty 3453.323523 = -5097777.066658
  nChanged 48
		SP:Iteration 47Q (57660.260000 sec): 3 clusters
  Score: Raw -5101242.859998 + Penalty 3453.323523 = -5097789.536475
  nChanged 41
		SP:Iteration 48Q (57660.600000 sec): 3 clusters
  Score: Raw -5101252.992643 + Penalty 3453.323523 = -5097799.669119
  nChanged 31
		SP:Iteration 49Q (57661.000000 sec): 3 clusters
  Score: Raw -5101259.715364 + Penalty 3453.323523 = -5097806.391841
  nChanged 23
		SP:Iteration 50Q (57661.340000 sec): 3 clusters
  Score: Raw -5101265.470408 + Penalty 3453.323523 = -5097812.146885
  nChanged 22
		SP:Iteration 51Q (57661.680000 sec): 3 clusters
  Score: Raw -5101270.288409 + Penalty 3453.323523 = -5097816.964885
  nChanged 18
		SP:Iteration 52Q (57662.090000 sec): 3 clusters
  Score: Raw -5101275.149814 + Penalty 3453.323523 = -5097821.826290
  nChanged 16
		SP:Iteration 53Q (57662.410000 sec): 3 clusters
  Score: Raw -5101280.179413 + Penalty 3453.323523 = -5097826.855890
  nChanged 17
		SP:Iteration 54Q (57662.760000 sec): 3 clusters
  Score: Raw -5101284.470469 + Penalty 3453.323523 = -5097831.146946
  nChanged 13
		SP:Iteration 55Q (57663.110000 sec): 3 clusters
  Score: Raw -5101288.305028 + Penalty 3453.323523 = -5097834.981505
  nChanged 12
		SP:Iteration 56Q (57663.520000 sec): 3 clusters
  Score: Raw -5101291.840977 + Penalty 3453.323523 = -5097838.517453
  nChanged 11
		SP:Iteration 57Q (57663.890000 sec): 3 clusters
  Score: Raw -5101293.833113 + Penalty 3453.323523 = -5097840.509590
  nChanged 9
		SP:Iteration 58Q (57664.250000 sec): 3 clusters
  Score: Raw -5101296.123029 + Penalty 3453.323523 = -5097842.799506
  nChanged 5
		SP:Iteration 59Q (57664.600000 sec): 3 clusters
  Score: Raw -5101297.416500 + Penalty 3453.323523 = -5097844.092977
  nChanged 8
		SP:Iteration 60F (57664.950000 sec): 3 clusters
  Score: Raw -5101298.934264 + Penalty 3453.323523 = -5097845.610741
  nChanged 3
		SP:Iteration 61Q (57665.330000 sec): 3 clusters
  Score: Raw -5101299.619926 + Penalty 3453.323523 = -5097846.296402
  nChanged 0
		SP:Iteration 62F (57665.750000 sec): 3 clusters
  Score: Raw -5101299.619926 + Penalty 3453.323523 = -5097846.296402
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57665.880000 sec): 2 clusters
  Score: Raw -186911.412936 + Penalty 1212.703238 = -185698.709698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57666.160000 sec): 3 clusters
  Score: Raw -186218.967781 + Penalty 2425.406476 = -183793.561305
  nChanged 595
		SP:Iteration 1F (57666.350000 sec): 3 clusters
  Score: Raw -186698.700172 + Penalty 2425.406476 = -184273.293695
  nChanged 161
		SP:Iteration 2F (57666.540000 sec): 3 clusters
  Score: Raw -186876.285786 + Penalty 2425.406476 = -184450.879310
  nChanged 138
		SP:Iteration 3F (57666.770000 sec): 3 clusters
  Score: Raw -187047.168322 + Penalty 2425.406476 = -184621.761846
  nChanged 110
		SP:Iteration 4F (57666.950000 sec): 3 clusters
  Score: Raw -187151.665266 + Penalty 2425.406476 = -184726.258790
  nChanged 71
		SP:Iteration 5Q (57667.170000 sec): 3 clusters
  Score: Raw -187214.326691 + Penalty 2425.406476 = -184788.920214
  nChanged 54
		SP:Iteration 6Q (57667.330000 sec): 3 clusters
  Score: Raw -187279.158232 + Penalty 2425.406476 = -184853.751755
  nChanged 47
		SP:Iteration 7Q (57667.550000 sec): 3 clusters
  Score: Raw -187324.276405 + Penalty 2425.406476 = -184898.869928
  nChanged 36
		SP:Iteration 8Q (57667.730000 sec): 3 clusters
  Score: Raw -187359.738930 + Penalty 2425.406476 = -184934.332454
  nChanged 32
		SP:Iteration 9Q (57667.930000 sec): 3 clusters
  Score: Raw -187387.315946 + Penalty 2425.406476 = -184961.909470
  nChanged 25
		SP:Iteration 10Q (57668.110000 sec): 3 clusters
  Score: Raw -187406.958174 + Penalty 2425.406476 = -184981.551698
  nChanged 23
		SP:Iteration 11Q (57668.310000 sec): 3 clusters
  Score: Raw -187428.931381 + Penalty 2425.406476 = -185003.524905
  nChanged 23
		SP:Iteration 12Q (57668.470000 sec): 3 clusters
  Score: Raw -187455.462226 + Penalty 2425.406476 = -185030.055750
  nChanged 23
		SP:Iteration 13Q (57668.630000 sec): 3 clusters
  Score: Raw -187473.578996 + Penalty 2425.406476 = -185048.172520
  nChanged 22
		SP:Iteration 14Q (57668.790000 sec): 3 clusters
  Score: Raw -187491.668846 + Penalty 2425.406476 = -185066.262369
  nChanged 20
		SP:Iteration 15Q (57668.940000 sec): 3 clusters
  Score: Raw -187502.533387 + Penalty 2425.406476 = -185077.126911
  nChanged 12
		SP:Iteration 16Q (57669.080000 sec): 3 clusters
  Score: Raw -187508.973637 + Penalty 2425.406476 = -185083.567161
  nChanged 8
		SP:Iteration 17Q (57669.240000 sec): 3 clusters
  Score: Raw -187512.298647 + Penalty 2425.406476 = -185086.892170
  nChanged 5
		SP:Iteration 18Q (57669.390000 sec): 3 clusters
  Score: Raw -187514.664256 + Penalty 2425.406476 = -185089.257779
  nChanged 3
		SP:Iteration 19Q (57669.560000 sec): 3 clusters
  Score: Raw -187517.118253 + Penalty 2425.406476 = -185091.711776
  nChanged 1
		SP:Iteration 20F (57669.690000 sec): 3 clusters
  Score: Raw -187517.368361 + Penalty 2425.406476 = -185091.961885
  nChanged 2
		SP:Iteration 21Q (57669.860000 sec): 3 clusters
  Score: Raw -187519.118842 + Penalty 2425.406476 = -185093.712366
  nChanged 4
		SP:Iteration 22Q (57670.020000 sec): 3 clusters
  Score: Raw -187523.218052 + Penalty 2425.406476 = -185097.811576
  nChanged 5
		SP:Iteration 23Q (57670.150000 sec): 3 clusters
  Score: Raw -187525.737227 + Penalty 2425.406476 = -185100.330751
  nChanged 3
		SP:Iteration 24Q (57670.330000 sec): 3 clusters
  Score: Raw -187527.488293 + Penalty 2425.406476 = -185102.081816
  nChanged 4
		SP:Iteration 25Q (57670.470000 sec): 3 clusters
  Score: Raw -187529.973177 + Penalty 2425.406476 = -185104.566700
  nChanged 3
		SP:Iteration 26Q (57670.640000 sec): 3 clusters
  Score: Raw -187530.791103 + Penalty 2425.406476 = -185105.384627
  nChanged 3
		SP:Iteration 27Q (57670.830000 sec): 3 clusters
  Score: Raw -187532.307866 + Penalty 2425.406476 = -185106.901390
  nChanged 3
		SP:Iteration 28Q (57670.980000 sec): 3 clusters
  Score: Raw -187533.978766 + Penalty 2425.406476 = -185108.572290
  nChanged 3
		SP:Iteration 29Q (57671.140000 sec): 3 clusters
  Score: Raw -187535.530800 + Penalty 2425.406476 = -185110.124324
  nChanged 0
		SP:Iteration 30F (57671.300000 sec): 3 clusters
  Score: Raw -187535.530800 + Penalty 2425.406476 = -185110.124324
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57671.450000 sec): 2 clusters
  Score: Raw -881501.174716 + Penalty 1452.575357 = -880048.599360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57671.690000 sec): 3 clusters
  Score: Raw -877260.493118 + Penalty 2905.150713 = -874355.342404
  nChanged 3204
		SP:Iteration 1F (57671.900000 sec): 3 clusters
  Score: Raw -879099.831217 + Penalty 2905.150713 = -876194.680504
  nChanged 529
		SP:Iteration 2F (57672.150000 sec): 3 clusters
  Score: Raw -879357.921196 + Penalty 2905.150713 = -876452.770483
  nChanged 411
		SP:Iteration 3F (57672.370000 sec): 3 clusters
  Score: Raw -879552.098610 + Penalty 2905.150713 = -876646.947897
  nChanged 357
		SP:Iteration 4Q (57672.600000 sec): 3 clusters
  Score: Raw -879737.164522 + Penalty 2905.150713 = -876832.013808
  nChanged 335
		SP:Iteration 5Q (57672.850000 sec): 3 clusters
  Score: Raw -879901.887298 + Penalty 2905.150713 = -876996.736585
  nChanged 308
		SP:Iteration 6Q (57673.070000 sec): 3 clusters
  Score: Raw -880066.225569 + Penalty 2905.150713 = -877161.074856
  nChanged 290
		SP:Iteration 7Q (57673.300000 sec): 3 clusters
  Score: Raw -880224.243908 + Penalty 2905.150713 = -877319.093195
  nChanged 280
		SP:Iteration 8Q (57673.470000 sec): 3 clusters
  Score: Raw -880376.745238 + Penalty 2905.150713 = -877471.594525
  nChanged 253
		SP:Iteration 9Q (57673.660000 sec): 3 clusters
  Score: Raw -880502.542387 + Penalty 2905.150713 = -877597.391674
  nChanged 223
		SP:Iteration 10Q (57673.830000 sec): 3 clusters
  Score: Raw -880592.508934 + Penalty 2905.150713 = -877687.358220
  nChanged 187
		SP:Iteration 11Q (57674.000000 sec): 3 clusters
  Score: Raw -880670.739488 + Penalty 2905.150713 = -877765.588775
  nChanged 198
		SP:Iteration 12Q (57674.230000 sec): 3 clusters
  Score: Raw -880758.429377 + Penalty 2905.150713 = -877853.278664
  nChanged 188
		SP:Iteration 13Q (57674.430000 sec): 3 clusters
  Score: Raw -880835.194346 + Penalty 2905.150713 = -877930.043633
  nChanged 171
		SP:Iteration 14Q (57674.670000 sec): 3 clusters
  Score: Raw -880898.555475 + Penalty 2905.150713 = -877993.404762
  nChanged 122
		SP:Iteration 15Q (57674.840000 sec): 3 clusters
  Score: Raw -880946.414474 + Penalty 2905.150713 = -878041.263761
  nChanged 112
		SP:Iteration 16Q (57675.100000 sec): 3 clusters
  Score: Raw -880988.495295 + Penalty 2905.150713 = -878083.344581
  nChanged 118
		SP:Iteration 17Q (57675.300000 sec): 3 clusters
  Score: Raw -881026.400819 + Penalty 2905.150713 = -878121.250106
  nChanged 92
		SP:Iteration 18Q (57675.500000 sec): 3 clusters
  Score: Raw -881055.280902 + Penalty 2905.150713 = -878150.130188
  nChanged 93
		SP:Iteration 19Q (57675.690000 sec): 3 clusters
  Score: Raw -881081.465167 + Penalty 2905.150713 = -878176.314454
  nChanged 83
		SP:Iteration 20F (57675.900000 sec): 3 clusters
  Score: Raw -881103.745997 + Penalty 2905.150713 = -878198.595284
  nChanged 60
		SP:Iteration 21Q (57676.120000 sec): 3 clusters
  Score: Raw -881119.274559 + Penalty 2905.150713 = -878214.123846
  nChanged 58
		SP:Iteration 22Q (57676.290000 sec): 3 clusters
  Score: Raw -881133.867841 + Penalty 2905.150713 = -878228.717127
  nChanged 43
		SP:Iteration 23Q (57676.490000 sec): 3 clusters
  Score: Raw -881145.171850 + Penalty 2905.150713 = -878240.021137
  nChanged 47
		SP:Iteration 24Q (57676.650000 sec): 3 clusters
  Score: Raw -881153.508259 + Penalty 2905.150713 = -878248.357546
  nChanged 26
		SP:Iteration 25Q (57676.840000 sec): 3 clusters
  Score: Raw -881158.009618 + Penalty 2905.150713 = -878252.858905
  nChanged 20
		SP:Iteration 26Q (57677.070000 sec): 3 clusters
  Score: Raw -881162.158908 + Penalty 2905.150713 = -878257.008195
  nChanged 28
		SP:Iteration 27Q (57677.260000 sec): 3 clusters
  Score: Raw -881167.535378 + Penalty 2905.150713 = -878262.384665
  nChanged 22
		SP:Iteration 28Q (57677.490000 sec): 3 clusters
  Score: Raw -881174.347196 + Penalty 2905.150713 = -878269.196482
  nChanged 30
		SP:Iteration 29Q (57677.660000 sec): 3 clusters
  Score: Raw -881180.671170 + Penalty 2905.150713 = -878275.520457
  nChanged 21
		SP:Iteration 30Q (57677.920000 sec): 3 clusters
  Score: Raw -881184.125102 + Penalty 2905.150713 = -878278.974389
  nChanged 23
		SP:Iteration 31Q (57678.120000 sec): 3 clusters
  Score: Raw -881188.584143 + Penalty 2905.150713 = -878283.433430
  nChanged 24
		SP:Iteration 32Q (57678.330000 sec): 3 clusters
  Score: Raw -881192.731385 + Penalty 2905.150713 = -878287.580672
  nChanged 15
		SP:Iteration 33Q (57678.550000 sec): 3 clusters
  Score: Raw -881195.722886 + Penalty 2905.150713 = -878290.572173
  nChanged 19
		SP:Iteration 34Q (57678.780000 sec): 3 clusters
  Score: Raw -881199.218546 + Penalty 2905.150713 = -878294.067833
  nChanged 19
		SP:Iteration 35Q (57678.980000 sec): 3 clusters
  Score: Raw -881202.786369 + Penalty 2905.150713 = -878297.635656
  nChanged 20
		SP:Iteration 36Q (57679.190000 sec): 3 clusters
  Score: Raw -881206.409190 + Penalty 2905.150713 = -878301.258476
  nChanged 17
		SP:Iteration 37Q (57679.380000 sec): 3 clusters
  Score: Raw -881210.057591 + Penalty 2905.150713 = -878304.906878
  nChanged 17
		SP:Iteration 38Q (57679.620000 sec): 3 clusters
  Score: Raw -881212.948127 + Penalty 2905.150713 = -878307.797414
  nChanged 24
		SP:Iteration 39Q (57679.800000 sec): 3 clusters
  Score: Raw -881217.887577 + Penalty 2905.150713 = -878312.736864
  nChanged 22
		SP:Iteration 40F (57680.030000 sec): 3 clusters
  Score: Raw -881221.635356 + Penalty 2905.150713 = -878316.484643
  nChanged 18
		SP:Iteration 41Q (57680.230000 sec): 3 clusters
  Score: Raw -881225.616963 + Penalty 2905.150713 = -878320.466250
  nChanged 16
		SP:Iteration 42Q (57680.440000 sec): 3 clusters
  Score: Raw -881228.615350 + Penalty 2905.150713 = -878323.464637
  nChanged 24
		SP:Iteration 43Q (57680.650000 sec): 3 clusters
  Score: Raw -881232.867121 + Penalty 2905.150713 = -878327.716408
  nChanged 25
		SP:Iteration 44Q (57680.850000 sec): 3 clusters
  Score: Raw -881237.212198 + Penalty 2905.150713 = -878332.061485
  nChanged 19
		SP:Iteration 45Q (57681.070000 sec): 3 clusters
  Score: Raw -881240.958050 + Penalty 2905.150713 = -878335.807337
  nChanged 18
		SP:Iteration 46Q (57681.260000 sec): 3 clusters
  Score: Raw -881243.957527 + Penalty 2905.150713 = -878338.806814
  nChanged 17
		SP:Iteration 47Q (57681.490000 sec): 3 clusters
  Score: Raw -881247.707977 + Penalty 2905.150713 = -878342.557264
  nChanged 24
		SP:Iteration 48Q (57681.670000 sec): 3 clusters
  Score: Raw -881253.644580 + Penalty 2905.150713 = -878348.493866
  nChanged 19
		SP:Iteration 49Q (57681.830000 sec): 3 clusters
  Score: Raw -881256.984028 + Penalty 2905.150713 = -878351.833315
  nChanged 17
		SP:Iteration 50Q (57682.030000 sec): 3 clusters
  Score: Raw -881259.634976 + Penalty 2905.150713 = -878354.484263
  nChanged 19
		SP:Iteration 51Q (57682.270000 sec): 3 clusters
  Score: Raw -881262.590259 + Penalty 2905.150713 = -878357.439546
  nChanged 19
		SP:Iteration 52Q (57682.450000 sec): 3 clusters
  Score: Raw -881265.357590 + Penalty 2905.150713 = -878360.206876
  nChanged 20
		SP:Iteration 53Q (57682.640000 sec): 3 clusters
  Score: Raw -881268.815821 + Penalty 2905.150713 = -878363.665108
  nChanged 14
		SP:Iteration 54Q (57682.840000 sec): 3 clusters
  Score: Raw -881270.965942 + Penalty 2905.150713 = -878365.815228
  nChanged 16
		SP:Iteration 55Q (57683.060000 sec): 3 clusters
  Score: Raw -881274.034281 + Penalty 2905.150713 = -878368.883568
  nChanged 17
		SP:Iteration 56Q (57683.250000 sec): 3 clusters
  Score: Raw -881278.308399 + Penalty 2905.150713 = -878373.157685
  nChanged 20
		SP:Iteration 57Q (57683.440000 sec): 3 clusters
  Score: Raw -881283.693873 + Penalty 2905.150713 = -878378.543160
  nChanged 26
		SP:Iteration 58Q (57683.710000 sec): 3 clusters
  Score: Raw -881290.314305 + Penalty 2905.150713 = -878385.163591
  nChanged 31
		SP:Iteration 59Q (57683.940000 sec): 3 clusters
  Score: Raw -881299.449835 + Penalty 2905.150713 = -878394.299122
  nChanged 30
		SP:Iteration 60F (57684.110000 sec): 3 clusters
  Score: Raw -881308.145107 + Penalty 2905.150713 = -878402.994394
  nChanged 37
		SP:Iteration 61Q (57684.390000 sec): 3 clusters
  Score: Raw -881319.687364 + Penalty 2905.150713 = -878414.536650
  nChanged 40
		SP:Iteration 62Q (57684.640000 sec): 3 clusters
  Score: Raw -881331.004774 + Penalty 2905.150713 = -878425.854060
  nChanged 31
		SP:Iteration 63Q (57684.870000 sec): 3 clusters
  Score: Raw -881338.239161 + Penalty 2905.150713 = -878433.088448
  nChanged 37
		SP:Iteration 64Q (57685.050000 sec): 3 clusters
  Score: Raw -881346.860305 + Penalty 2905.150713 = -878441.709592
  nChanged 28
		SP:Iteration 65Q (57685.270000 sec): 3 clusters
  Score: Raw -881353.766306 + Penalty 2905.150713 = -878448.615593
  nChanged 31
		SP:Iteration 66Q (57685.510000 sec): 3 clusters
  Score: Raw -881362.682731 + Penalty 2905.150713 = -878457.532017
  nChanged 45
		SP:Iteration 67Q (57685.710000 sec): 3 clusters
  Score: Raw -881376.420021 + Penalty 2905.150713 = -878471.269308
  nChanged 45
		SP:Iteration 68Q (57685.960000 sec): 3 clusters
  Score: Raw -881391.911891 + Penalty 2905.150713 = -878486.761177
  nChanged 50
		SP:Iteration 69Q (57686.170000 sec): 3 clusters
  Score: Raw -881412.385113 + Penalty 2905.150713 = -878507.234399
  nChanged 49
		SP:Iteration 70Q (57686.360000 sec): 3 clusters
  Score: Raw -881428.991814 + Penalty 2905.150713 = -878523.841101
  nChanged 51
		SP:Iteration 71Q (57686.610000 sec): 3 clusters
  Score: Raw -881445.893018 + Penalty 2905.150713 = -878540.742305
  nChanged 42
		SP:Iteration 72Q (57686.800000 sec): 3 clusters
  Score: Raw -881459.635160 + Penalty 2905.150713 = -878554.484446
  nChanged 43
		SP:Iteration 73Q (57686.980000 sec): 3 clusters
  Score: Raw -881474.024179 + Penalty 2905.150713 = -878568.873466
  nChanged 38
		SP:Iteration 74Q (57687.180000 sec): 3 clusters
  Score: Raw -881486.216868 + Penalty 2905.150713 = -878581.066154
  nChanged 35
		SP:Iteration 75Q (57687.400000 sec): 3 clusters
  Score: Raw -881497.866134 + Penalty 2905.150713 = -878592.715421
  nChanged 35
		SP:Iteration 76Q (57687.640000 sec): 3 clusters
  Score: Raw -881509.478905 + Penalty 2905.150713 = -878604.328192
  nChanged 45
		SP:Iteration 77Q (57687.830000 sec): 3 clusters
  Score: Raw -881524.578839 + Penalty 2905.150713 = -878619.428125
  nChanged 37
		SP:Iteration 78Q (57688.110000 sec): 3 clusters
  Score: Raw -881537.054066 + Penalty 2905.150713 = -878631.903353
  nChanged 42
		SP:Iteration 79Q (57688.310000 sec): 3 clusters
  Score: Raw -881554.171088 + Penalty 2905.150713 = -878649.020375
  nChanged 50
		SP:Iteration 80F (57688.540000 sec): 3 clusters
  Score: Raw -881571.440524 + Penalty 2905.150713 = -878666.289811
  nChanged 51
		SP:Iteration 81Q (57688.720000 sec): 3 clusters
  Score: Raw -881590.880722 + Penalty 2905.150713 = -878685.730008
  nChanged 50
		SP:Iteration 82Q (57688.930000 sec): 3 clusters
  Score: Raw -881607.566461 + Penalty 2905.150713 = -878702.415748
  nChanged 45
		SP:Iteration 83Q (57689.180000 sec): 3 clusters
  Score: Raw -881619.313276 + Penalty 2905.150713 = -878714.162562
  nChanged 36
		SP:Iteration 84Q (57689.370000 sec): 3 clusters
  Score: Raw -881629.310908 + Penalty 2905.150713 = -878724.160195
  nChanged 31
		SP:Iteration 85Q (57689.580000 sec): 3 clusters
  Score: Raw -881639.227307 + Penalty 2905.150713 = -878734.076594
  nChanged 35
		SP:Iteration 86Q (57689.780000 sec): 3 clusters
  Score: Raw -881649.607482 + Penalty 2905.150713 = -878744.456768
  nChanged 23
		SP:Iteration 87Q (57689.990000 sec): 3 clusters
  Score: Raw -881658.425487 + Penalty 2905.150713 = -878753.274773
  nChanged 20
		SP:Iteration 88Q (57690.200000 sec): 3 clusters
  Score: Raw -881662.997203 + Penalty 2905.150713 = -878757.846489
  nChanged 19
		SP:Iteration 89Q (57690.440000 sec): 3 clusters
  Score: Raw -881667.766931 + Penalty 2905.150713 = -878762.616218
  nChanged 17
		SP:Iteration 90Q (57690.660000 sec): 3 clusters
  Score: Raw -881671.871331 + Penalty 2905.150713 = -878766.720618
  nChanged 13
		SP:Iteration 91Q (57690.880000 sec): 3 clusters
  Score: Raw -881676.126261 + Penalty 2905.150713 = -878770.975547
  nChanged 15
		SP:Iteration 92Q (57691.130000 sec): 3 clusters
  Score: Raw -881680.192725 + Penalty 2905.150713 = -878775.042012
  nChanged 13
		SP:Iteration 93Q (57691.350000 sec): 3 clusters
  Score: Raw -881683.033199 + Penalty 2905.150713 = -878777.882486
  nChanged 7
		SP:Iteration 94Q (57691.540000 sec): 3 clusters
  Score: Raw -881685.068899 + Penalty 2905.150713 = -878779.918186
  nChanged 17
		SP:Iteration 95Q (57691.760000 sec): 3 clusters
  Score: Raw -881689.614116 + Penalty 2905.150713 = -878784.463402
  nChanged 14
		SP:Iteration 96Q (57691.990000 sec): 3 clusters
  Score: Raw -881693.010328 + Penalty 2905.150713 = -878787.859615
  nChanged 18
		SP:Iteration 97Q (57692.170000 sec): 3 clusters
  Score: Raw -881699.474451 + Penalty 2905.150713 = -878794.323738
  nChanged 30
		SP:Iteration 98Q (57692.390000 sec): 3 clusters
  Score: Raw -881710.055627 + Penalty 2905.150713 = -878804.904913
  nChanged 32
		SP:Iteration 99Q (57692.680000 sec): 3 clusters
  Score: Raw -881720.522145 + Penalty 2905.150713 = -878815.371431
  nChanged 23
		SP:Iteration 100F (57692.870000 sec): 3 clusters
  Score: Raw -881728.940584 + Penalty 2905.150713 = -878823.789871
  nChanged 25
		SP:Iteration 101Q (57693.100000 sec): 3 clusters
  Score: Raw -881736.534480 + Penalty 2905.150713 = -878831.383767
  nChanged 29
		SP:Iteration 102Q (57693.280000 sec): 3 clusters
  Score: Raw -881745.122915 + Penalty 2905.150713 = -878839.972201
  nChanged 22
		SP:Iteration 103Q (57693.510000 sec): 3 clusters
  Score: Raw -881751.989822 + Penalty 2905.150713 = -878846.839109
  nChanged 22
		SP:Iteration 104Q (57693.700000 sec): 3 clusters
  Score: Raw -881759.995586 + Penalty 2905.150713 = -878854.844873
  nChanged 19
		SP:Iteration 105Q (57693.880000 sec): 3 clusters
  Score: Raw -881770.909045 + Penalty 2905.150713 = -878865.758332
  nChanged 21
		SP:Iteration 106Q (57694.110000 sec): 3 clusters
  Score: Raw -881777.194692 + Penalty 2905.150713 = -878872.043979
  nChanged 19
		SP:Iteration 107Q (57694.320000 sec): 3 clusters
  Score: Raw -881782.709656 + Penalty 2905.150713 = -878877.558942
  nChanged 12
		SP:Iteration 108Q (57694.520000 sec): 3 clusters
  Score: Raw -881785.732450 + Penalty 2905.150713 = -878880.581737
  nChanged 16
		SP:Iteration 109Q (57694.670000 sec): 3 clusters
  Score: Raw -881790.667902 + Penalty 2905.150713 = -878885.517189
  nChanged 17
		SP:Iteration 110Q (57694.850000 sec): 3 clusters
  Score: Raw -881796.639875 + Penalty 2905.150713 = -878891.489161
  nChanged 17
		SP:Iteration 111Q (57695.030000 sec): 3 clusters
  Score: Raw -881802.201552 + Penalty 2905.150713 = -878897.050838
  nChanged 17
		SP:Iteration 112Q (57695.250000 sec): 3 clusters
  Score: Raw -881807.700462 + Penalty 2905.150713 = -878902.549749
  nChanged 14
		SP:Iteration 113Q (57695.440000 sec): 3 clusters
  Score: Raw -881812.152345 + Penalty 2905.150713 = -878907.001631
  nChanged 15
		SP:Iteration 114Q (57695.600000 sec): 3 clusters
  Score: Raw -881816.835518 + Penalty 2905.150713 = -878911.684805
  nChanged 14
		SP:Iteration 115Q (57695.860000 sec): 3 clusters
  Score: Raw -881821.095317 + Penalty 2905.150713 = -878915.944604
  nChanged 16
		SP:Iteration 116Q (57696.110000 sec): 3 clusters
  Score: Raw -881827.546090 + Penalty 2905.150713 = -878922.395376
  nChanged 14
		SP:Iteration 117Q (57696.380000 sec): 3 clusters
  Score: Raw -881832.684294 + Penalty 2905.150713 = -878927.533581
  nChanged 19
		SP:Iteration 118Q (57696.610000 sec): 3 clusters
  Score: Raw -881839.137456 + Penalty 2905.150713 = -878933.986743
  nChanged 17
		SP:Iteration 119Q (57696.820000 sec): 3 clusters
  Score: Raw -881844.733682 + Penalty 2905.150713 = -878939.582968
  nChanged 11
		SP:Iteration 120F (57697.040000 sec): 3 clusters
  Score: Raw -881848.582086 + Penalty 2905.150713 = -878943.431373
  nChanged 9
		SP:Iteration 121Q (57697.270000 sec): 3 clusters
  Score: Raw -881850.972127 + Penalty 2905.150713 = -878945.821414
  nChanged 8
		SP:Iteration 122Q (57697.450000 sec): 3 clusters
  Score: Raw -881853.306225 + Penalty 2905.150713 = -878948.155511
  nChanged 9
		SP:Iteration 123Q (57697.650000 sec): 3 clusters
  Score: Raw -881856.583992 + Penalty 2905.150713 = -878951.433278
  nChanged 11
		SP:Iteration 124Q (57697.870000 sec): 3 clusters
  Score: Raw -881860.014003 + Penalty 2905.150713 = -878954.863290
  nChanged 4
		SP:Iteration 125Q (57698.080000 sec): 3 clusters
  Score: Raw -881861.195299 + Penalty 2905.150713 = -878956.044585
  nChanged 3
		SP:Iteration 126Q (57698.280000 sec): 3 clusters
  Score: Raw -881862.150985 + Penalty 2905.150713 = -878957.000272
  nChanged 2
		SP:Iteration 127Q (57698.470000 sec): 3 clusters
  Score: Raw -881862.779538 + Penalty 2905.150713 = -878957.628824
  nChanged 5
		SP:Iteration 128Q (57698.660000 sec): 3 clusters
  Score: Raw -881864.230950 + Penalty 2905.150713 = -878959.080236
  nChanged 6
		SP:Iteration 129Q (57698.870000 sec): 3 clusters
  Score: Raw -881866.295524 + Penalty 2905.150713 = -878961.144811
  nChanged 6
		SP:Iteration 130Q (57699.070000 sec): 3 clusters
  Score: Raw -881867.999314 + Penalty 2905.150713 = -878962.848601
  nChanged 5
		SP:Iteration 131Q (57699.300000 sec): 3 clusters
  Score: Raw -881869.353205 + Penalty 2905.150713 = -878964.202492
  nChanged 4
		SP:Iteration 132Q (57699.490000 sec): 3 clusters
  Score: Raw -881870.343744 + Penalty 2905.150713 = -878965.193031
  nChanged 1
		SP:Iteration 133Q (57699.720000 sec): 3 clusters
  Score: Raw -881870.553052 + Penalty 2905.150713 = -878965.402339
  nChanged 1
		SP:Iteration 134Q (57699.920000 sec): 3 clusters
  Score: Raw -881870.886185 + Penalty 2905.150713 = -878965.735471
  nChanged 1
		SP:Iteration 135Q (57700.100000 sec): 3 clusters
  Score: Raw -881870.924546 + Penalty 2905.150713 = -878965.773833
  nChanged 0
		SP:Iteration 136F (57700.280000 sec): 3 clusters
  Score: Raw -881870.924546 + Penalty 2905.150713 = -878965.773833
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57700.440000 sec): 2 clusters
  Score: Raw -585932.031208 + Penalty 1395.705278 = -584536.325930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57700.650000 sec): 3 clusters
  Score: Raw -583076.149666 + Penalty 2791.410556 = -580284.739110
  nChanged 2217
		SP:Iteration 1F (57700.840000 sec): 3 clusters
  Score: Raw -584363.612864 + Penalty 2791.410556 = -581572.202308
  nChanged 422
		SP:Iteration 2F (57701.040000 sec): 3 clusters
  Score: Raw -584653.080666 + Penalty 2791.410556 = -581861.670110
  nChanged 367
		SP:Iteration 3F (57701.260000 sec): 3 clusters
  Score: Raw -584893.925408 + Penalty 2791.410556 = -582102.514852
  nChanged 310
		SP:Iteration 4F (57701.460000 sec): 3 clusters
  Score: Raw -585110.596431 + Penalty 2791.410556 = -582319.185874
  nChanged 289
		SP:Iteration 5F (57701.700000 sec): 3 clusters
  Score: Raw -585344.742678 + Penalty 2791.410556 = -582553.332122
  nChanged 278
		SP:Iteration 6F (57701.890000 sec): 3 clusters
  Score: Raw -585552.520712 + Penalty 2791.410556 = -582761.110156
  nChanged 262
		SP:Iteration 7Q (57702.070000 sec): 3 clusters
  Score: Raw -585757.155074 + Penalty 2791.410556 = -582965.744518
  nChanged 227
		SP:Iteration 8Q (57702.250000 sec): 3 clusters
  Score: Raw -585929.580550 + Penalty 2791.410556 = -583138.169994
  nChanged 210
		SP:Iteration 9Q (57702.440000 sec): 3 clusters
  Score: Raw -586052.249850 + Penalty 2791.410556 = -583260.839294
  nChanged 154
		SP:Iteration 10Q (57702.650000 sec): 3 clusters
  Score: Raw -586139.722922 + Penalty 2791.410556 = -583348.312366
  nChanged 154
		SP:Iteration 11Q (57702.800000 sec): 3 clusters
  Score: Raw -586216.824084 + Penalty 2791.410556 = -583425.413527
  nChanged 114
		SP:Iteration 12Q (57703.010000 sec): 3 clusters
  Score: Raw -586271.504401 + Penalty 2791.410556 = -583480.093844
  nChanged 109
		SP:Iteration 13Q (57703.180000 sec): 3 clusters
  Score: Raw -586325.362693 + Penalty 2791.410556 = -583533.952137
  nChanged 90
		SP:Iteration 14Q (57703.350000 sec): 3 clusters
  Score: Raw -586370.356016 + Penalty 2791.410556 = -583578.945460
  nChanged 84
		SP:Iteration 15Q (57703.530000 sec): 3 clusters
  Score: Raw -586415.400302 + Penalty 2791.410556 = -583623.989746
  nChanged 63
		SP:Iteration 16Q (57703.730000 sec): 3 clusters
  Score: Raw -586447.096661 + Penalty 2791.410556 = -583655.686105
  nChanged 54
		SP:Iteration 17Q (57703.940000 sec): 3 clusters
  Score: Raw -586472.544453 + Penalty 2791.410556 = -583681.133897
  nChanged 42
		SP:Iteration 18Q (57704.090000 sec): 3 clusters
  Score: Raw -586493.366921 + Penalty 2791.410556 = -583701.956364
  nChanged 48
		SP:Iteration 19Q (57704.280000 sec): 3 clusters
  Score: Raw -586518.843976 + Penalty 2791.410556 = -583727.433420
  nChanged 42
		SP:Iteration 20F (57704.470000 sec): 3 clusters
  Score: Raw -586543.429740 + Penalty 2791.410556 = -583752.019183
  nChanged 50
		SP:Iteration 21Q (57704.670000 sec): 3 clusters
  Score: Raw -586570.663844 + Penalty 2791.410556 = -583779.253288
  nChanged 43
		SP:Iteration 22Q (57704.850000 sec): 3 clusters
  Score: Raw -586599.902011 + Penalty 2791.410556 = -583808.491454
  nChanged 51
		SP:Iteration 23Q (57705.030000 sec): 3 clusters
  Score: Raw -586631.667348 + Penalty 2791.410556 = -583840.256791
  nChanged 40
		SP:Iteration 24Q (57705.270000 sec): 3 clusters
  Score: Raw -586654.904727 + Penalty 2791.410556 = -583863.494170
  nChanged 37
		SP:Iteration 25Q (57705.440000 sec): 3 clusters
  Score: Raw -586679.401157 + Penalty 2791.410556 = -583887.990600
  nChanged 40
		SP:Iteration 26Q (57705.630000 sec): 3 clusters
  Score: Raw -586702.330017 + Penalty 2791.410556 = -583910.919461
  nChanged 27
		SP:Iteration 27Q (57705.830000 sec): 3 clusters
  Score: Raw -586717.274526 + Penalty 2791.410556 = -583925.863969
  nChanged 33
		SP:Iteration 28Q (57706.050000 sec): 3 clusters
  Score: Raw -586737.079986 + Penalty 2791.410556 = -583945.669430
  nChanged 25
		SP:Iteration 29Q (57706.230000 sec): 3 clusters
  Score: Raw -586752.170793 + Penalty 2791.410556 = -583960.760237
  nChanged 23
		SP:Iteration 30Q (57706.410000 sec): 3 clusters
  Score: Raw -586766.033379 + Penalty 2791.410556 = -583974.622822
  nChanged 14
		SP:Iteration 31Q (57706.600000 sec): 3 clusters
  Score: Raw -586772.356679 + Penalty 2791.410556 = -583980.946123
  nChanged 12
		SP:Iteration 32Q (57706.780000 sec): 3 clusters
  Score: Raw -586776.475021 + Penalty 2791.410556 = -583985.064464
  nChanged 7
		SP:Iteration 33Q (57706.960000 sec): 3 clusters
  Score: Raw -586779.995124 + Penalty 2791.410556 = -583988.584568
  nChanged 6
		SP:Iteration 34Q (57707.170000 sec): 3 clusters
  Score: Raw -586781.428259 + Penalty 2791.410556 = -583990.017703
  nChanged 7
		SP:Iteration 35Q (57707.350000 sec): 3 clusters
  Score: Raw -586784.189502 + Penalty 2791.410556 = -583992.778946
  nChanged 8
		SP:Iteration 36Q (57707.560000 sec): 3 clusters
  Score: Raw -586786.566585 + Penalty 2791.410556 = -583995.156029
  nChanged 5
		SP:Iteration 37Q (57707.740000 sec): 3 clusters
  Score: Raw -586788.895084 + Penalty 2791.410556 = -583997.484527
  nChanged 2
		SP:Iteration 38Q (57707.970000 sec): 3 clusters
  Score: Raw -586789.668471 + Penalty 2791.410556 = -583998.257915
  nChanged 2
		SP:Iteration 39Q (57708.150000 sec): 3 clusters
  Score: Raw -586790.351967 + Penalty 2791.410556 = -583998.941411
  nChanged 4
		SP:Iteration 40F (57708.370000 sec): 3 clusters
  Score: Raw -586791.096551 + Penalty 2791.410556 = -583999.685995
  nChanged 1
		SP:Iteration 41Q (57708.570000 sec): 3 clusters
  Score: Raw -586791.272860 + Penalty 2791.410556 = -583999.862304
  nChanged 0
		SP:Iteration 42F (57708.760000 sec): 3 clusters
  Score: Raw -586791.272860 + Penalty 2791.410556 = -583999.862304
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57708.900000 sec): 2 clusters
  Score: Raw -610056.657879 + Penalty 1410.774652 = -608645.883227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57709.110000 sec): 3 clusters
  Score: Raw -606928.241646 + Penalty 2821.549303 = -604106.692343
  nChanged 2471
		SP:Iteration 1F (57709.320000 sec): 3 clusters
  Score: Raw -608449.212761 + Penalty 2821.549303 = -605627.663458
  nChanged 472
		SP:Iteration 2F (57709.520000 sec): 3 clusters
  Score: Raw -608756.199842 + Penalty 2821.549303 = -605934.650539
  nChanged 365
		SP:Iteration 3F (57709.700000 sec): 3 clusters
  Score: Raw -609029.025682 + Penalty 2821.549303 = -606207.476379
  nChanged 337
		SP:Iteration 4F (57709.950000 sec): 3 clusters
  Score: Raw -609294.752583 + Penalty 2821.549303 = -606473.203280
  nChanged 327
		SP:Iteration 5F (57710.180000 sec): 3 clusters
  Score: Raw -609551.808415 + Penalty 2821.549303 = -606730.259112
  nChanged 341
		SP:Iteration 6F (57710.380000 sec): 3 clusters
  Score: Raw -609805.924951 + Penalty 2821.549303 = -606984.375648
  nChanged 266
		SP:Iteration 7Q (57710.570000 sec): 3 clusters
  Score: Raw -609987.162617 + Penalty 2821.549303 = -607165.613314
  nChanged 231
		SP:Iteration 8Q (57710.750000 sec): 3 clusters
  Score: Raw -610134.479895 + Penalty 2821.549303 = -607312.930592
  nChanged 193
		SP:Iteration 9Q (57710.920000 sec): 3 clusters
  Score: Raw -610248.368892 + Penalty 2821.549303 = -607426.819589
  nChanged 161
		SP:Iteration 10Q (57711.120000 sec): 3 clusters
  Score: Raw -610328.131978 + Penalty 2821.549303 = -607506.582675
  nChanged 132
		SP:Iteration 11Q (57711.300000 sec): 3 clusters
  Score: Raw -610400.703916 + Penalty 2821.549303 = -607579.154613
  nChanged 132
		SP:Iteration 12Q (57711.490000 sec): 3 clusters
  Score: Raw -610471.103369 + Penalty 2821.549303 = -607649.554066
  nChanged 99
		SP:Iteration 13Q (57711.670000 sec): 3 clusters
  Score: Raw -610513.669338 + Penalty 2821.549303 = -607692.120035
  nChanged 99
		SP:Iteration 14Q (57711.870000 sec): 3 clusters
  Score: Raw -610556.608122 + Penalty 2821.549303 = -607735.058819
  nChanged 86
		SP:Iteration 15Q (57712.040000 sec): 3 clusters
  Score: Raw -610593.016176 + Penalty 2821.549303 = -607771.466873
  nChanged 87
		SP:Iteration 16Q (57712.190000 sec): 3 clusters
  Score: Raw -610628.646735 + Penalty 2821.549303 = -607807.097432
  nChanged 72
		SP:Iteration 17Q (57712.390000 sec): 3 clusters
  Score: Raw -610656.152478 + Penalty 2821.549303 = -607834.603174
  nChanged 71
		SP:Iteration 18Q (57712.560000 sec): 3 clusters
  Score: Raw -610681.920021 + Penalty 2821.549303 = -607860.370718
  nChanged 52
		SP:Iteration 19Q (57712.770000 sec): 3 clusters
  Score: Raw -610696.620422 + Penalty 2821.549303 = -607875.071119
  nChanged 27
		SP:Iteration 20F (57712.900000 sec): 3 clusters
  Score: Raw -610703.497483 + Penalty 2821.549303 = -607881.948180
  nChanged 24
		SP:Iteration 21Q (57713.090000 sec): 3 clusters
  Score: Raw -610709.074137 + Penalty 2821.549303 = -607887.524834
  nChanged 21
		SP:Iteration 22Q (57713.270000 sec): 3 clusters
  Score: Raw -610712.135653 + Penalty 2821.549303 = -607890.586350
  nChanged 15
		SP:Iteration 23Q (57713.450000 sec): 3 clusters
  Score: Raw -610715.161140 + Penalty 2821.549303 = -607893.611837
  nChanged 17
		SP:Iteration 24Q (57713.620000 sec): 3 clusters
  Score: Raw -610719.133003 + Penalty 2821.549303 = -607897.583700
  nChanged 14
		SP:Iteration 25Q (57713.780000 sec): 3 clusters
  Score: Raw -610721.550502 + Penalty 2821.549303 = -607900.001199
  nChanged 11
		SP:Iteration 26Q (57713.970000 sec): 3 clusters
  Score: Raw -610723.402768 + Penalty 2821.549303 = -607901.853465
  nChanged 9
		SP:Iteration 27Q (57714.170000 sec): 3 clusters
  Score: Raw -610724.736905 + Penalty 2821.549303 = -607903.187602
  nChanged 9
		SP:Iteration 28Q (57714.360000 sec): 3 clusters
  Score: Raw -610726.123601 + Penalty 2821.549303 = -607904.574298
  nChanged 7
		SP:Iteration 29Q (57714.540000 sec): 3 clusters
  Score: Raw -610729.254198 + Penalty 2821.549303 = -607907.704895
  nChanged 16
		SP:Iteration 30Q (57714.730000 sec): 3 clusters
  Score: Raw -610735.116510 + Penalty 2821.549303 = -607913.567207
  nChanged 26
		SP:Iteration 31Q (57714.940000 sec): 3 clusters
  Score: Raw -610742.660253 + Penalty 2821.549303 = -607921.110950
  nChanged 17
		SP:Iteration 32Q (57715.120000 sec): 3 clusters
  Score: Raw -610747.113009 + Penalty 2821.549303 = -607925.563706
  nChanged 14
		SP:Iteration 33Q (57715.330000 sec): 3 clusters
  Score: Raw -610749.551033 + Penalty 2821.549303 = -607928.001730
  nChanged 13
		SP:Iteration 34Q (57715.550000 sec): 3 clusters
  Score: Raw -610751.221474 + Penalty 2821.549303 = -607929.672171
  nChanged 5
		SP:Iteration 35Q (57715.770000 sec): 3 clusters
  Score: Raw -610751.829896 + Penalty 2821.549303 = -607930.280593
  nChanged 4
		SP:Iteration 36Q (57715.970000 sec): 3 clusters
  Score: Raw -610752.788225 + Penalty 2821.549303 = -607931.238922
  nChanged 6
		SP:Iteration 37Q (57716.170000 sec): 3 clusters
  Score: Raw -610754.007861 + Penalty 2821.549303 = -607932.458558
  nChanged 2
		SP:Iteration 38Q (57716.390000 sec): 3 clusters
  Score: Raw -610754.374949 + Penalty 2821.549303 = -607932.825646
  nChanged 1
		SP:Iteration 39Q (57716.590000 sec): 3 clusters
  Score: Raw -610754.487331 + Penalty 2821.549303 = -607932.938028
  nChanged 1
		SP:Iteration 40F (57716.760000 sec): 3 clusters
  Score: Raw -610754.627867 + Penalty 2821.549303 = -607933.078564
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57716.920000 sec): 2 clusters
  Score: Raw -515998.221110 + Penalty 1357.634568 = -514640.586543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57717.100000 sec): 3 clusters
  Score: Raw -513863.520321 + Penalty 2715.269135 = -511148.251185
  nChanged 1624
		SP:Iteration 1F (57717.330000 sec): 3 clusters
  Score: Raw -514774.196062 + Penalty 2715.269135 = -512058.926927
  nChanged 337
		SP:Iteration 2F (57717.480000 sec): 3 clusters
  Score: Raw -514952.777427 + Penalty 2715.269135 = -512237.508292
  nChanged 225
		SP:Iteration 3F (57717.660000 sec): 3 clusters
  Score: Raw -515069.909012 + Penalty 2715.269135 = -512354.639877
  nChanged 161
		SP:Iteration 4Q (57717.810000 sec): 3 clusters
  Score: Raw -515148.677622 + Penalty 2715.269135 = -512433.408487
  nChanged 128
		SP:Iteration 5Q (57718.000000 sec): 3 clusters
  Score: Raw -515203.769607 + Penalty 2715.269135 = -512488.500472
  nChanged 110
		SP:Iteration 6Q (57718.160000 sec): 3 clusters
  Score: Raw -515246.868185 + Penalty 2715.269135 = -512531.599049
  nChanged 95
		SP:Iteration 7Q (57718.350000 sec): 3 clusters
  Score: Raw -515289.689353 + Penalty 2715.269135 = -512574.420217
  nChanged 90
		SP:Iteration 8Q (57718.510000 sec): 3 clusters
  Score: Raw -515328.054675 + Penalty 2715.269135 = -512612.785540
  nChanged 84
		SP:Iteration 9Q (57718.730000 sec): 3 clusters
  Score: Raw -515362.125387 + Penalty 2715.269135 = -512646.856251
  nChanged 66
		SP:Iteration 10Q (57718.900000 sec): 3 clusters
  Score: Raw -515389.791983 + Penalty 2715.269135 = -512674.522848
  nChanged 67
		SP:Iteration 11Q (57719.120000 sec): 3 clusters
  Score: Raw -515418.217988 + Penalty 2715.269135 = -512702.948852
  nChanged 52
		SP:Iteration 12Q (57719.310000 sec): 3 clusters
  Score: Raw -515441.471554 + Penalty 2715.269135 = -512726.202419
  nChanged 53
		SP:Iteration 13Q (57719.520000 sec): 3 clusters
  Score: Raw -515464.895725 + Penalty 2715.269135 = -512749.626590
  nChanged 60
		SP:Iteration 14Q (57719.740000 sec): 3 clusters
  Score: Raw -515488.791636 + Penalty 2715.269135 = -512773.522501
  nChanged 56
		SP:Iteration 15Q (57719.900000 sec): 3 clusters
  Score: Raw -515509.311333 + Penalty 2715.269135 = -512794.042198
  nChanged 54
		SP:Iteration 16Q (57720.100000 sec): 3 clusters
  Score: Raw -515531.756144 + Penalty 2715.269135 = -512816.487009
  nChanged 56
		SP:Iteration 17Q (57720.340000 sec): 3 clusters
  Score: Raw -515554.567781 + Penalty 2715.269135 = -512839.298646
  nChanged 52
		SP:Iteration 18Q (57720.520000 sec): 3 clusters
  Score: Raw -515580.080769 + Penalty 2715.269135 = -512864.811633
  nChanged 59
		SP:Iteration 19Q (57720.720000 sec): 3 clusters
  Score: Raw -515613.599683 + Penalty 2715.269135 = -512898.330548
  nChanged 78
		SP:Iteration 20F (57720.940000 sec): 3 clusters
  Score: Raw -515653.484012 + Penalty 2715.269135 = -512938.214877
  nChanged 69
		SP:Iteration 21Q (57721.140000 sec): 3 clusters
  Score: Raw -515689.315443 + Penalty 2715.269135 = -512974.046308
  nChanged 60
		SP:Iteration 22Q (57721.320000 sec): 3 clusters
  Score: Raw -515714.301399 + Penalty 2715.269135 = -512999.032264
  nChanged 58
		SP:Iteration 23Q (57721.480000 sec): 3 clusters
  Score: Raw -515742.820463 + Penalty 2715.269135 = -513027.551328
  nChanged 53
		SP:Iteration 24Q (57721.680000 sec): 3 clusters
  Score: Raw -515771.573162 + Penalty 2715.269135 = -513056.304027
  nChanged 56
		SP:Iteration 25Q (57721.890000 sec): 3 clusters
  Score: Raw -515804.684470 + Penalty 2715.269135 = -513089.415335
  nChanged 63
		SP:Iteration 26Q (57722.060000 sec): 3 clusters
  Score: Raw -515842.983230 + Penalty 2715.269135 = -513127.714095
  nChanged 65
		SP:Iteration 27Q (57722.220000 sec): 3 clusters
  Score: Raw -515887.438019 + Penalty 2715.269135 = -513172.168884
  nChanged 52
		SP:Iteration 28Q (57722.450000 sec): 3 clusters
  Score: Raw -515914.989038 + Penalty 2715.269135 = -513199.719903
  nChanged 42
		SP:Iteration 29Q (57722.620000 sec): 3 clusters
  Score: Raw -515936.591164 + Penalty 2715.269135 = -513221.322028
  nChanged 33
		SP:Iteration 30Q (57722.750000 sec): 3 clusters
  Score: Raw -515958.442181 + Penalty 2715.269135 = -513243.173046
  nChanged 43
		SP:Iteration 31Q (57722.940000 sec): 3 clusters
  Score: Raw -515985.599568 + Penalty 2715.269135 = -513270.330433
  nChanged 38
		SP:Iteration 32Q (57723.120000 sec): 3 clusters
  Score: Raw -516005.556075 + Penalty 2715.269135 = -513290.286940
  nChanged 26
		SP:Iteration 33Q (57723.310000 sec): 3 clusters
  Score: Raw -516021.684011 + Penalty 2715.269135 = -513306.414876
  nChanged 31
		SP:Iteration 34Q (57723.570000 sec): 3 clusters
  Score: Raw -516042.527861 + Penalty 2715.269135 = -513327.258726
  nChanged 32
		SP:Iteration 35Q (57723.790000 sec): 3 clusters
  Score: Raw -516066.812089 + Penalty 2715.269135 = -513351.542954
  nChanged 25
		SP:Iteration 36Q (57723.960000 sec): 3 clusters
  Score: Raw -516082.459622 + Penalty 2715.269135 = -513367.190487
  nChanged 20
		SP:Iteration 37Q (57724.180000 sec): 3 clusters
  Score: Raw -516094.864638 + Penalty 2715.269135 = -513379.595503
  nChanged 25
		SP:Iteration 38Q (57724.360000 sec): 3 clusters
  Score: Raw -516113.433111 + Penalty 2715.269135 = -513398.163976
  nChanged 23
		SP:Iteration 39Q (57724.540000 sec): 3 clusters
  Score: Raw -516127.341444 + Penalty 2715.269135 = -513412.072309
  nChanged 16
		SP:Iteration 40F (57724.730000 sec): 3 clusters
  Score: Raw -516139.838841 + Penalty 2715.269135 = -513424.569706
  nChanged 18
		SP:Iteration 41Q (57724.950000 sec): 3 clusters
  Score: Raw -516153.457407 + Penalty 2715.269135 = -513438.188272
  nChanged 12
		SP:Iteration 42Q (57725.120000 sec): 3 clusters
  Score: Raw -516160.877325 + Penalty 2715.269135 = -513445.608190
  nChanged 8
		SP:Iteration 43Q (57725.380000 sec): 3 clusters
  Score: Raw -516166.409517 + Penalty 2715.269135 = -513451.140382
  nChanged 7
		SP:Iteration 44Q (57725.590000 sec): 3 clusters
  Score: Raw -516170.424719 + Penalty 2715.269135 = -513455.155584
  nChanged 5
		SP:Iteration 45Q (57725.780000 sec): 3 clusters
  Score: Raw -516173.393365 + Penalty 2715.269135 = -513458.124230
  nChanged 3
		SP:Iteration 46Q (57726.000000 sec): 3 clusters
  Score: Raw -516175.124140 + Penalty 2715.269135 = -513459.855004
  nChanged 2
		SP:Iteration 47Q (57726.220000 sec): 3 clusters
  Score: Raw -516176.305720 + Penalty 2715.269135 = -513461.036585
  nChanged 2
		SP:Iteration 48Q (57726.420000 sec): 3 clusters
  Score: Raw -516176.633880 + Penalty 2715.269135 = -513461.364745
  nChanged 1
		SP:Iteration 49Q (57726.610000 sec): 3 clusters
  Score: Raw -516176.900189 + Penalty 2715.269135 = -513461.631054
  nChanged 0
		SP:Iteration 50F (57726.780000 sec): 3 clusters
  Score: Raw -516176.900189 + Penalty 2715.269135 = -513461.631054
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57726.940000 sec): 2 clusters
  Score: Raw -694698.143059 + Penalty 1405.392994 = -693292.750066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57727.110000 sec): 3 clusters
  Score: Raw -691664.561109 + Penalty 2810.785988 = -688853.775121
  nChanged 2374
		SP:Iteration 1F (57727.280000 sec): 3 clusters
  Score: Raw -692973.409171 + Penalty 2810.785988 = -690162.623183
  nChanged 429
		SP:Iteration 2F (57727.460000 sec): 3 clusters
  Score: Raw -693215.485533 + Penalty 2810.785988 = -690404.699545
  nChanged 329
		SP:Iteration 3F (57727.650000 sec): 3 clusters
  Score: Raw -693376.445799 + Penalty 2810.785988 = -690565.659812
  nChanged 276
		SP:Iteration 4Q (57727.830000 sec): 3 clusters
  Score: Raw -693511.825141 + Penalty 2810.785988 = -690701.039153
  nChanged 245
		SP:Iteration 5Q (57728.040000 sec): 3 clusters
  Score: Raw -693632.194659 + Penalty 2810.785988 = -690821.408671
  nChanged 227
		SP:Iteration 6Q (57728.260000 sec): 3 clusters
  Score: Raw -693766.707693 + Penalty 2810.785988 = -690955.921705
  nChanged 253
		SP:Iteration 7Q (57728.430000 sec): 3 clusters
  Score: Raw -693943.004867 + Penalty 2810.785988 = -691132.218880
  nChanged 249
		SP:Iteration 8Q (57728.640000 sec): 3 clusters
  Score: Raw -694115.959450 + Penalty 2810.785988 = -691305.173462
  nChanged 240
		SP:Iteration 9Q (57728.810000 sec): 3 clusters
  Score: Raw -694267.568717 + Penalty 2810.785988 = -691456.782730
  nChanged 216
		SP:Iteration 10Q (57729.000000 sec): 3 clusters
  Score: Raw -694395.258523 + Penalty 2810.785988 = -691584.472536
  nChanged 179
		SP:Iteration 11Q (57729.180000 sec): 3 clusters
  Score: Raw -694492.360807 + Penalty 2810.785988 = -691681.574819
  nChanged 141
		SP:Iteration 12Q (57729.330000 sec): 3 clusters
  Score: Raw -694557.786282 + Penalty 2810.785988 = -691747.000294
  nChanged 116
		SP:Iteration 13Q (57729.500000 sec): 3 clusters
  Score: Raw -694608.474248 + Penalty 2810.785988 = -691797.688261
  nChanged 82
		SP:Iteration 14Q (57729.690000 sec): 3 clusters
  Score: Raw -694642.564565 + Penalty 2810.785988 = -691831.778577
  nChanged 63
		SP:Iteration 15Q (57729.870000 sec): 3 clusters
  Score: Raw -694666.302729 + Penalty 2810.785988 = -691855.516742
  nChanged 59
		SP:Iteration 16Q (57730.070000 sec): 3 clusters
  Score: Raw -694689.167208 + Penalty 2810.785988 = -691878.381221
  nChanged 47
		SP:Iteration 17Q (57730.270000 sec): 3 clusters
  Score: Raw -694706.027553 + Penalty 2810.785988 = -691895.241566
  nChanged 46
		SP:Iteration 18Q (57730.470000 sec): 3 clusters
  Score: Raw -694725.401583 + Penalty 2810.785988 = -691914.615595
  nChanged 35
		SP:Iteration 19Q (57730.680000 sec): 3 clusters
  Score: Raw -694740.571100 + Penalty 2810.785988 = -691929.785113
  nChanged 41
		SP:Iteration 20F (57730.880000 sec): 3 clusters
  Score: Raw -694757.771254 + Penalty 2810.785988 = -691946.985266
  nChanged 35
		SP:Iteration 21Q (57731.110000 sec): 3 clusters
  Score: Raw -694768.782712 + Penalty 2810.785988 = -691957.996725
  nChanged 35
		SP:Iteration 22Q (57731.320000 sec): 3 clusters
  Score: Raw -694781.701817 + Penalty 2810.785988 = -691970.915829
  nChanged 34
		SP:Iteration 23Q (57731.510000 sec): 3 clusters
  Score: Raw -694799.776264 + Penalty 2810.785988 = -691988.990276
  nChanged 33
		SP:Iteration 24Q (57731.700000 sec): 3 clusters
  Score: Raw -694811.278035 + Penalty 2810.785988 = -692000.492047
  nChanged 22
		SP:Iteration 25Q (57731.930000 sec): 3 clusters
  Score: Raw -694817.712079 + Penalty 2810.785988 = -692006.926091
  nChanged 18
		SP:Iteration 26Q (57732.120000 sec): 3 clusters
  Score: Raw -694823.229709 + Penalty 2810.785988 = -692012.443721
  nChanged 17
		SP:Iteration 27Q (57732.310000 sec): 3 clusters
  Score: Raw -694828.895640 + Penalty 2810.785988 = -692018.109653
  nChanged 14
		SP:Iteration 28Q (57732.490000 sec): 3 clusters
  Score: Raw -694834.024294 + Penalty 2810.785988 = -692023.238306
  nChanged 9
		SP:Iteration 29Q (57732.710000 sec): 3 clusters
  Score: Raw -694836.433077 + Penalty 2810.785988 = -692025.647089
  nChanged 11
		SP:Iteration 30Q (57733.000000 sec): 3 clusters
  Score: Raw -694839.922736 + Penalty 2810.785988 = -692029.136749
  nChanged 12
		SP:Iteration 31Q (57733.180000 sec): 3 clusters
  Score: Raw -694842.950364 + Penalty 2810.785988 = -692032.164376
  nChanged 10
		SP:Iteration 32Q (57733.410000 sec): 3 clusters
  Score: Raw -694845.215180 + Penalty 2810.785988 = -692034.429192
  nChanged 7
		SP:Iteration 33Q (57733.680000 sec): 3 clusters
  Score: Raw -694846.930201 + Penalty 2810.785988 = -692036.144213
  nChanged 5
		SP:Iteration 34Q (57733.920000 sec): 3 clusters
  Score: Raw -694848.424491 + Penalty 2810.785988 = -692037.638503
  nChanged 4
		SP:Iteration 35Q (57734.120000 sec): 3 clusters
  Score: Raw -694849.672941 + Penalty 2810.785988 = -692038.886954
  nChanged 4
		SP:Iteration 36Q (57734.300000 sec): 3 clusters
  Score: Raw -694851.351492 + Penalty 2810.785988 = -692040.565505
  nChanged 9
		SP:Iteration 37Q (57734.530000 sec): 3 clusters
  Score: Raw -694854.385802 + Penalty 2810.785988 = -692043.599814
  nChanged 10
		SP:Iteration 38Q (57734.740000 sec): 3 clusters
  Score: Raw -694857.028088 + Penalty 2810.785988 = -692046.242101
  nChanged 7
		SP:Iteration 39Q (57734.950000 sec): 3 clusters
  Score: Raw -694858.607895 + Penalty 2810.785988 = -692047.821907
  nChanged 5
		SP:Iteration 40F (57735.190000 sec): 3 clusters
  Score: Raw -694859.517159 + Penalty 2810.785988 = -692048.731172
  nChanged 1
		SP:Iteration 41Q (57735.370000 sec): 3 clusters
  Score: Raw -694859.677017 + Penalty 2810.785988 = -692048.891030
  nChanged 2
		SP:Iteration 42Q (57735.600000 sec): 3 clusters
  Score: Raw -694860.077591 + Penalty 2810.785988 = -692049.291603
  nChanged 3
		SP:Iteration 43Q (57735.800000 sec): 3 clusters
  Score: Raw -694861.156238 + Penalty 2810.785988 = -692050.370250
  nChanged 5
		SP:Iteration 44Q (57735.950000 sec): 3 clusters
  Score: Raw -694863.184179 + Penalty 2810.785988 = -692052.398191
  nChanged 9
		SP:Iteration 45Q (57736.130000 sec): 3 clusters
  Score: Raw -694866.778278 + Penalty 2810.785988 = -692055.992291
  nChanged 15
		SP:Iteration 46Q (57736.310000 sec): 3 clusters
  Score: Raw -694872.674225 + Penalty 2810.785988 = -692061.888238
  nChanged 12
		SP:Iteration 47Q (57736.530000 sec): 3 clusters
  Score: Raw -694877.677450 + Penalty 2810.785988 = -692066.891462
  nChanged 9
		SP:Iteration 48Q (57736.740000 sec): 3 clusters
  Score: Raw -694880.951536 + Penalty 2810.785988 = -692070.165549
  nChanged 8
		SP:Iteration 49Q (57736.930000 sec): 3 clusters
  Score: Raw -694883.724006 + Penalty 2810.785988 = -692072.938018
  nChanged 8
		SP:Iteration 50Q (57737.090000 sec): 3 clusters
  Score: Raw -694886.753477 + Penalty 2810.785988 = -692075.967490
  nChanged 6
		SP:Iteration 51Q (57737.270000 sec): 3 clusters
  Score: Raw -694889.411436 + Penalty 2810.785988 = -692078.625448
  nChanged 8
		SP:Iteration 52Q (57737.430000 sec): 3 clusters
  Score: Raw -694894.806439 + Penalty 2810.785988 = -692084.020451
  nChanged 11
		SP:Iteration 53Q (57737.630000 sec): 3 clusters
  Score: Raw -694905.012932 + Penalty 2810.785988 = -692094.226945
  nChanged 17
		SP:Iteration 54Q (57737.810000 sec): 3 clusters
  Score: Raw -694916.565676 + Penalty 2810.785988 = -692105.779688
  nChanged 21
		SP:Iteration 55Q (57737.970000 sec): 3 clusters
  Score: Raw -694928.449877 + Penalty 2810.785988 = -692117.663889
  nChanged 21
		SP:Iteration 56Q (57738.150000 sec): 3 clusters
  Score: Raw -694937.048649 + Penalty 2810.785988 = -692126.262661
  nChanged 15
		SP:Iteration 57Q (57738.370000 sec): 3 clusters
  Score: Raw -694943.629714 + Penalty 2810.785988 = -692132.843726
  nChanged 16
		SP:Iteration 58Q (57738.590000 sec): 3 clusters
  Score: Raw -694950.183745 + Penalty 2810.785988 = -692139.397757
  nChanged 13
		SP:Iteration 59Q (57738.790000 sec): 3 clusters
  Score: Raw -694955.474284 + Penalty 2810.785988 = -692144.688297
  nChanged 13
		SP:Iteration 60F (57738.980000 sec): 3 clusters
  Score: Raw -694959.865060 + Penalty 2810.785988 = -692149.079073
  nChanged 11
		SP:Iteration 61Q (57739.250000 sec): 3 clusters
  Score: Raw -694965.007484 + Penalty 2810.785988 = -692154.221497
  nChanged 10
		SP:Iteration 62Q (57739.410000 sec): 3 clusters
  Score: Raw -694971.379798 + Penalty 2810.785988 = -692160.593811
  nChanged 7
		SP:Iteration 63Q (57739.630000 sec): 3 clusters
  Score: Raw -694974.304005 + Penalty 2810.785988 = -692163.518018
  nChanged 8
		SP:Iteration 64Q (57739.810000 sec): 3 clusters
  Score: Raw -694977.556065 + Penalty 2810.785988 = -692166.770078
  nChanged 4
		SP:Iteration 65Q (57740.010000 sec): 3 clusters
  Score: Raw -694978.513796 + Penalty 2810.785988 = -692167.727808
  nChanged 5
		SP:Iteration 66Q (57740.210000 sec): 3 clusters
  Score: Raw -694980.004751 + Penalty 2810.785988 = -692169.218764
  nChanged 6
		SP:Iteration 67Q (57740.410000 sec): 3 clusters
  Score: Raw -694982.815413 + Penalty 2810.785988 = -692172.029425
  nChanged 9
		SP:Iteration 68Q (57740.630000 sec): 3 clusters
  Score: Raw -694989.237224 + Penalty 2810.785988 = -692178.451236
  nChanged 12
		SP:Iteration 69Q (57740.810000 sec): 3 clusters
  Score: Raw -694998.242447 + Penalty 2810.785988 = -692187.456459
  nChanged 12
		SP:Iteration 70Q (57741.020000 sec): 3 clusters
  Score: Raw -695003.895433 + Penalty 2810.785988 = -692193.109445
  nChanged 14
		SP:Iteration 71Q (57741.230000 sec): 3 clusters
  Score: Raw -695012.673035 + Penalty 2810.785988 = -692201.887048
  nChanged 20
		SP:Iteration 72Q (57741.460000 sec): 3 clusters
  Score: Raw -695022.281565 + Penalty 2810.785988 = -692211.495578
  nChanged 16
		SP:Iteration 73Q (57741.630000 sec): 3 clusters
  Score: Raw -695030.397630 + Penalty 2810.785988 = -692219.611642
  nChanged 16
		SP:Iteration 74Q (57741.830000 sec): 3 clusters
  Score: Raw -695037.937753 + Penalty 2810.785988 = -692227.151765
  nChanged 11
		SP:Iteration 75Q (57742.000000 sec): 3 clusters
  Score: Raw -695042.429022 + Penalty 2810.785988 = -692231.643034
  nChanged 12
		SP:Iteration 76Q (57742.230000 sec): 3 clusters
  Score: Raw -695047.374657 + Penalty 2810.785988 = -692236.588670
  nChanged 9
		SP:Iteration 77Q (57742.430000 sec): 3 clusters
  Score: Raw -695051.391482 + Penalty 2810.785988 = -692240.605494
  nChanged 11
		SP:Iteration 78Q (57742.640000 sec): 3 clusters
  Score: Raw -695057.251260 + Penalty 2810.785988 = -692246.465272
  nChanged 11
		SP:Iteration 79Q (57742.800000 sec): 3 clusters
  Score: Raw -695062.427681 + Penalty 2810.785988 = -692251.641693
  nChanged 10
		SP:Iteration 80F (57743.010000 sec): 3 clusters
  Score: Raw -695066.478712 + Penalty 2810.785988 = -692255.692725
  nChanged 14
		SP:Iteration 81Q (57743.240000 sec): 3 clusters
  Score: Raw -695073.694959 + Penalty 2810.785988 = -692262.908972
  nChanged 12
		SP:Iteration 82Q (57743.450000 sec): 3 clusters
  Score: Raw -695081.617978 + Penalty 2810.785988 = -692270.831990
  nChanged 18
		SP:Iteration 83Q (57743.640000 sec): 3 clusters
  Score: Raw -695097.782317 + Penalty 2810.785988 = -692286.996329
  nChanged 24
		SP:Iteration 84Q (57743.830000 sec): 3 clusters
  Score: Raw -695111.475404 + Penalty 2810.785988 = -692300.689417
  nChanged 20
		SP:Iteration 85Q (57744.070000 sec): 3 clusters
  Score: Raw -695120.281833 + Penalty 2810.785988 = -692309.495845
  nChanged 13
		SP:Iteration 86Q (57744.240000 sec): 3 clusters
  Score: Raw -695128.354256 + Penalty 2810.785988 = -692317.568268
  nChanged 15
		SP:Iteration 87Q (57744.420000 sec): 3 clusters
  Score: Raw -695136.663310 + Penalty 2810.785988 = -692325.877322
  nChanged 16
		SP:Iteration 88Q (57744.620000 sec): 3 clusters
  Score: Raw -695144.094791 + Penalty 2810.785988 = -692333.308803
  nChanged 16
		SP:Iteration 89Q (57744.790000 sec): 3 clusters
  Score: Raw -695155.011098 + Penalty 2810.785988 = -692344.225110
  nChanged 18
		SP:Iteration 90Q (57744.980000 sec): 3 clusters
  Score: Raw -695170.618010 + Penalty 2810.785988 = -692359.832022
  nChanged 14
		SP:Iteration 91Q (57745.170000 sec): 3 clusters
  Score: Raw -695178.395143 + Penalty 2810.785988 = -692367.609156
  nChanged 14
		SP:Iteration 92Q (57745.340000 sec): 3 clusters
  Score: Raw -695188.321056 + Penalty 2810.785988 = -692377.535069
  nChanged 20
		SP:Iteration 93Q (57745.580000 sec): 3 clusters
  Score: Raw -695208.642460 + Penalty 2810.785988 = -692397.856472
  nChanged 23
		SP:Iteration 94Q (57745.720000 sec): 3 clusters
  Score: Raw -695226.456200 + Penalty 2810.785988 = -692415.670212
  nChanged 15
		SP:Iteration 95Q (57745.930000 sec): 3 clusters
  Score: Raw -695237.293179 + Penalty 2810.785988 = -692426.507192
  nChanged 15
		SP:Iteration 96Q (57746.080000 sec): 3 clusters
  Score: Raw -695249.018396 + Penalty 2810.785988 = -692438.232408
  nChanged 13
		SP:Iteration 97Q (57746.310000 sec): 3 clusters
  Score: Raw -695258.037002 + Penalty 2810.785988 = -692447.251015
  nChanged 12
		SP:Iteration 98Q (57746.520000 sec): 3 clusters
  Score: Raw -695268.733765 + Penalty 2810.785988 = -692457.947778
  nChanged 10
		SP:Iteration 99Q (57746.690000 sec): 3 clusters
  Score: Raw -695274.975996 + Penalty 2810.785988 = -692464.190008
  nChanged 9
		SP:Iteration 100F (57746.870000 sec): 3 clusters
  Score: Raw -695282.140366 + Penalty 2810.785988 = -692471.354379
  nChanged 9
		SP:Iteration 101Q (57747.050000 sec): 3 clusters
  Score: Raw -695288.900271 + Penalty 2810.785988 = -692478.114283
  nChanged 13
		SP:Iteration 102Q (57747.270000 sec): 3 clusters
  Score: Raw -695296.647540 + Penalty 2810.785988 = -692485.861553
  nChanged 3
		SP:Iteration 103Q (57747.450000 sec): 3 clusters
  Score: Raw -695297.924790 + Penalty 2810.785988 = -692487.138802
  nChanged 2
		SP:Iteration 104Q (57747.630000 sec): 3 clusters
  Score: Raw -695298.102016 + Penalty 2810.785988 = -692487.316028
  nChanged 0
		SP:Iteration 105F (57747.860000 sec): 3 clusters
  Score: Raw -695298.102016 + Penalty 2810.785988 = -692487.316028
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57747.940000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57748.130000 sec): 3 clusters
  Score: Raw -11690.277230 + Penalty 1553.215135 = -10137.062095
  nChanged 6
		SP:Iteration 1F (57748.290000 sec): 3 clusters
  Score: Raw -11715.103488 + Penalty 1553.215135 = -10161.888352
  nChanged 1
		SP:Iteration 2Q (57748.530000 sec): 3 clusters
  Score: Raw -11720.281946 + Penalty 1553.215135 = -10167.066811
  nChanged 0
		SP:Iteration 3F (57748.680000 sec): 3 clusters
  Score: Raw -11720.281946 + Penalty 1553.215135 = -10167.066811
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57748.790000 sec): 2 clusters
  Score: Raw -36836.592443 + Penalty 950.046301 = -35886.546142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57749.000000 sec): 3 clusters
  Score: Raw -36876.688607 + Penalty 1900.092602 = -34976.596005
  nChanged 78
		SP:Iteration 1F (57749.150000 sec): 3 clusters
  Score: Raw -37093.936692 + Penalty 1900.092602 = -35193.844090
  nChanged 26
		SP:Iteration 2F (57749.330000 sec): 3 clusters
  Score: Raw -37179.371614 + Penalty 1900.092602 = -35279.279012
  nChanged 9
		SP:Iteration 3Q (57749.520000 sec): 3 clusters
  Score: Raw -37211.853754 + Penalty 1900.092602 = -35311.761152
  nChanged 7
		SP:Iteration 4Q (57749.690000 sec): 3 clusters
  Score: Raw -37224.862640 + Penalty 1900.092602 = -35324.770038
  nChanged 2
		SP:Iteration 5Q (57749.860000 sec): 3 clusters
  Score: Raw -37228.682108 + Penalty 1900.092602 = -35328.589506
  nChanged 1
		SP:Iteration 6Q (57750.030000 sec): 3 clusters
  Score: Raw -37229.203398 + Penalty 1900.092602 = -35329.110796
  nChanged 0
		SP:Iteration 7F (57750.240000 sec): 3 clusters
  Score: Raw -37229.203398 + Penalty 1900.092602 = -35329.110796
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57750.380000 sec): 2 clusters
  Score: Raw -729138.322610 + Penalty 1406.783468 = -727731.539143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57750.560000 sec): 3 clusters
  Score: Raw -726073.635687 + Penalty 2813.566935 = -723260.068752
  nChanged 2369
		SP:Iteration 1F (57750.800000 sec): 3 clusters
  Score: Raw -727304.494839 + Penalty 2813.566935 = -724490.927903
  nChanged 383
		SP:Iteration 2F (57751.000000 sec): 3 clusters
  Score: Raw -727496.441162 + Penalty 2813.566935 = -724682.874227
  nChanged 306
		SP:Iteration 3F (57751.200000 sec): 3 clusters
  Score: Raw -727622.505938 + Penalty 2813.566935 = -724808.939003
  nChanged 220
		SP:Iteration 4Q (57751.390000 sec): 3 clusters
  Score: Raw -727705.336871 + Penalty 2813.566935 = -724891.769936
  nChanged 182
		SP:Iteration 5Q (57751.600000 sec): 3 clusters
  Score: Raw -727775.733816 + Penalty 2813.566935 = -724962.166880
  nChanged 154
		SP:Iteration 6Q (57751.800000 sec): 3 clusters
  Score: Raw -727827.507332 + Penalty 2813.566935 = -725013.940397
  nChanged 139
		SP:Iteration 7Q (57751.970000 sec): 3 clusters
  Score: Raw -727883.619795 + Penalty 2813.566935 = -725070.052860
  nChanged 138
		SP:Iteration 8Q (57752.190000 sec): 3 clusters
  Score: Raw -727942.631466 + Penalty 2813.566935 = -725129.064531
  nChanged 139
		SP:Iteration 9Q (57752.350000 sec): 3 clusters
  Score: Raw -727997.225357 + Penalty 2813.566935 = -725183.658422
  nChanged 136
		SP:Iteration 10Q (57752.520000 sec): 3 clusters
  Score: Raw -728057.542029 + Penalty 2813.566935 = -725243.975094
  nChanged 131
		SP:Iteration 11Q (57752.720000 sec): 3 clusters
  Score: Raw -728112.793722 + Penalty 2813.566935 = -725299.226787
  nChanged 136
		SP:Iteration 12Q (57752.940000 sec): 3 clusters
  Score: Raw -728174.521152 + Penalty 2813.566935 = -725360.954217
  nChanged 162
		SP:Iteration 13Q (57753.170000 sec): 3 clusters
  Score: Raw -728253.962090 + Penalty 2813.566935 = -725440.395155
  nChanged 160
		SP:Iteration 14Q (57753.350000 sec): 3 clusters
  Score: Raw -728337.214230 + Penalty 2813.566935 = -725523.647295
  nChanged 157
		SP:Iteration 15Q (57753.540000 sec): 3 clusters
  Score: Raw -728424.623126 + Penalty 2813.566935 = -725611.056191
  nChanged 171
		SP:Iteration 16Q (57753.740000 sec): 3 clusters
  Score: Raw -728535.082229 + Penalty 2813.566935 = -725721.515294
  nChanged 181
		SP:Iteration 17Q (57753.920000 sec): 3 clusters
  Score: Raw -728666.425942 + Penalty 2813.566935 = -725852.859006
  nChanged 156
		SP:Iteration 18Q (57754.140000 sec): 3 clusters
  Score: Raw -728795.491664 + Penalty 2813.566935 = -725981.924729
  nChanged 146
		SP:Iteration 19Q (57754.330000 sec): 3 clusters
  Score: Raw -728910.898033 + Penalty 2813.566935 = -726097.331098
  nChanged 109
		SP:Iteration 20F (57754.530000 sec): 3 clusters
  Score: Raw -729003.646878 + Penalty 2813.566935 = -726190.079943
  nChanged 97
		SP:Iteration 21Q (57754.720000 sec): 3 clusters
  Score: Raw -729093.765665 + Penalty 2813.566935 = -726280.198730
  nChanged 73
		SP:Iteration 22Q (57754.920000 sec): 3 clusters
  Score: Raw -729170.165326 + Penalty 2813.566935 = -726356.598391
  nChanged 56
		SP:Iteration 23Q (57755.140000 sec): 3 clusters
  Score: Raw -729222.638790 + Penalty 2813.566935 = -726409.071855
  nChanged 43
		SP:Iteration 24Q (57755.340000 sec): 3 clusters
  Score: Raw -729267.751523 + Penalty 2813.566935 = -726454.184588
  nChanged 31
		SP:Iteration 25Q (57755.520000 sec): 3 clusters
  Score: Raw -729301.687698 + Penalty 2813.566935 = -726488.120763
  nChanged 23
		SP:Iteration 26Q (57755.700000 sec): 3 clusters
  Score: Raw -729326.773504 + Penalty 2813.566935 = -726513.206569
  nChanged 21
		SP:Iteration 27Q (57755.900000 sec): 3 clusters
  Score: Raw -729346.008659 + Penalty 2813.566935 = -726532.441723
  nChanged 10
		SP:Iteration 28Q (57756.080000 sec): 3 clusters
  Score: Raw -729356.662454 + Penalty 2813.566935 = -726543.095518
  nChanged 12
		SP:Iteration 29Q (57756.340000 sec): 3 clusters
  Score: Raw -729367.242989 + Penalty 2813.566935 = -726553.676054
  nChanged 7
		SP:Iteration 30Q (57756.520000 sec): 3 clusters
  Score: Raw -729372.789374 + Penalty 2813.566935 = -726559.222439
  nChanged 3
		SP:Iteration 31Q (57756.740000 sec): 3 clusters
  Score: Raw -729374.802839 + Penalty 2813.566935 = -726561.235903
  nChanged 2
		SP:Iteration 32Q (57756.930000 sec): 3 clusters
  Score: Raw -729375.619049 + Penalty 2813.566935 = -726562.052114
  nChanged 1
		SP:Iteration 33Q (57757.120000 sec): 3 clusters
  Score: Raw -729376.560937 + Penalty 2813.566935 = -726562.994002
  nChanged 1
		SP:Iteration 34Q (57757.340000 sec): 3 clusters
  Score: Raw -729377.136411 + Penalty 2813.566935 = -726563.569475
  nChanged 3
		SP:Iteration 35Q (57757.580000 sec): 3 clusters
  Score: Raw -729380.155039 + Penalty 2813.566935 = -726566.588104
  nChanged 3
		SP:Iteration 36Q (57757.770000 sec): 3 clusters
  Score: Raw -729384.438420 + Penalty 2813.566935 = -726570.871485
  nChanged 2
		SP:Iteration 37Q (57758.000000 sec): 3 clusters
  Score: Raw -729385.808107 + Penalty 2813.566935 = -726572.241172
  nChanged 2
		SP:Iteration 38Q (57758.200000 sec): 3 clusters
  Score: Raw -729388.599967 + Penalty 2813.566935 = -726575.033032
  nChanged 2
		SP:Iteration 39Q (57758.450000 sec): 3 clusters
  Score: Raw -729391.066390 + Penalty 2813.566935 = -726577.499454
  nChanged 2
		SP:Iteration 40F (57758.690000 sec): 3 clusters
  Score: Raw -729393.657252 + Penalty 2813.566935 = -726580.090317
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57758.790000 sec): 2 clusters
  Score: Raw -1056041.926442 + Penalty 1480.692764 = -1054561.233679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57759.050000 sec): 3 clusters
  Score: Raw -1050937.927949 + Penalty 2961.385528 = -1047976.542421
  nChanged 3927
		SP:Iteration 1F (57759.320000 sec): 3 clusters
  Score: Raw -1053098.472331 + Penalty 2961.385528 = -1050137.086803
  nChanged 589
		SP:Iteration 2F (57759.530000 sec): 3 clusters
  Score: Raw -1053381.371704 + Penalty 2961.385528 = -1050419.986176
  nChanged 491
		SP:Iteration 3F (57759.700000 sec): 3 clusters
  Score: Raw -1053598.804951 + Penalty 2961.385528 = -1050637.419424
  nChanged 447
		SP:Iteration 4Q (57759.940000 sec): 3 clusters
  Score: Raw -1053805.797600 + Penalty 2961.385528 = -1050844.412072
  nChanged 406
		SP:Iteration 5Q (57760.160000 sec): 3 clusters
  Score: Raw -1054027.251736 + Penalty 2961.385528 = -1051065.866209
  nChanged 445
		SP:Iteration 6Q (57760.350000 sec): 3 clusters
  Score: Raw -1054292.169283 + Penalty 2961.385528 = -1051330.783756
  nChanged 459
		SP:Iteration 7F (57760.530000 sec): 3 clusters
  Score: Raw -1054598.538926 + Penalty 2961.385528 = -1051637.153398
  nChanged 452
		SP:Iteration 8Q (57760.800000 sec): 3 clusters
  Score: Raw -1054947.902151 + Penalty 2961.385528 = -1051986.516624
  nChanged 468
		SP:Iteration 9F (57760.990000 sec): 3 clusters
  Score: Raw -1055358.427851 + Penalty 2961.385528 = -1052397.042323
  nChanged 415
		SP:Iteration 10Q (57761.170000 sec): 3 clusters
  Score: Raw -1055722.644794 + Penalty 2961.385528 = -1052761.259266
  nChanged 320
		SP:Iteration 11Q (57761.400000 sec): 3 clusters
  Score: Raw -1056000.511086 + Penalty 2961.385528 = -1053039.125558
  nChanged 201
		SP:Iteration 12Q (57761.640000 sec): 3 clusters
  Score: Raw -1056180.744631 + Penalty 2961.385528 = -1053219.359103
  nChanged 143
		SP:Iteration 13Q (57761.840000 sec): 3 clusters
  Score: Raw -1056305.082627 + Penalty 2961.385528 = -1053343.697099
  nChanged 96
		SP:Iteration 14Q (57762.010000 sec): 3 clusters
  Score: Raw -1056416.496566 + Penalty 2961.385528 = -1053455.111038
  nChanged 87
		SP:Iteration 15Q (57762.250000 sec): 3 clusters
  Score: Raw -1056516.956099 + Penalty 2961.385528 = -1053555.570571
  nChanged 75
		SP:Iteration 16Q (57762.480000 sec): 3 clusters
  Score: Raw -1056588.411680 + Penalty 2961.385528 = -1053627.026152
  nChanged 52
		SP:Iteration 17Q (57762.680000 sec): 3 clusters
  Score: Raw -1056627.649357 + Penalty 2961.385528 = -1053666.263829
  nChanged 48
		SP:Iteration 18Q (57762.890000 sec): 3 clusters
  Score: Raw -1056654.865499 + Penalty 2961.385528 = -1053693.479972
  nChanged 31
		SP:Iteration 19Q (57763.070000 sec): 3 clusters
  Score: Raw -1056673.274948 + Penalty 2961.385528 = -1053711.889420
  nChanged 43
		SP:Iteration 20F (57763.290000 sec): 3 clusters
  Score: Raw -1056700.121428 + Penalty 2961.385528 = -1053738.735900
  nChanged 36
		SP:Iteration 21Q (57763.480000 sec): 3 clusters
  Score: Raw -1056720.486308 + Penalty 2961.385528 = -1053759.100780
  nChanged 29
		SP:Iteration 22Q (57763.660000 sec): 3 clusters
  Score: Raw -1056732.668106 + Penalty 2961.385528 = -1053771.282578
  nChanged 26
		SP:Iteration 23Q (57763.900000 sec): 3 clusters
  Score: Raw -1056740.511901 + Penalty 2961.385528 = -1053779.126373
  nChanged 13
		SP:Iteration 24Q (57764.120000 sec): 3 clusters
  Score: Raw -1056744.414679 + Penalty 2961.385528 = -1053783.029151
  nChanged 14
		SP:Iteration 25Q (57764.360000 sec): 3 clusters
  Score: Raw -1056750.905512 + Penalty 2961.385528 = -1053789.519984
  nChanged 19
		SP:Iteration 26Q (57764.580000 sec): 3 clusters
  Score: Raw -1056760.388879 + Penalty 2961.385528 = -1053799.003351
  nChanged 23
		SP:Iteration 27Q (57764.820000 sec): 3 clusters
  Score: Raw -1056769.736928 + Penalty 2961.385528 = -1053808.351400
  nChanged 23
		SP:Iteration 28Q (57765.000000 sec): 3 clusters
  Score: Raw -1056780.650226 + Penalty 2961.385528 = -1053819.264698
  nChanged 32
		SP:Iteration 29Q (57765.240000 sec): 3 clusters
  Score: Raw -1056797.000064 + Penalty 2961.385528 = -1053835.614536
  nChanged 32
		SP:Iteration 30Q (57765.440000 sec): 3 clusters
  Score: Raw -1056811.129734 + Penalty 2961.385528 = -1053849.744206
  nChanged 37
		SP:Iteration 31Q (57765.680000 sec): 3 clusters
  Score: Raw -1056833.174220 + Penalty 2961.385528 = -1053871.788692
  nChanged 44
		SP:Iteration 32Q (57765.870000 sec): 3 clusters
  Score: Raw -1056854.856305 + Penalty 2961.385528 = -1053893.470777
  nChanged 33
		SP:Iteration 33Q (57766.110000 sec): 3 clusters
  Score: Raw -1056869.947651 + Penalty 2961.385528 = -1053908.562124
  nChanged 33
		SP:Iteration 34Q (57766.320000 sec): 3 clusters
  Score: Raw -1056883.997929 + Penalty 2961.385528 = -1053922.612402
  nChanged 29
		SP:Iteration 35Q (57766.540000 sec): 3 clusters
  Score: Raw -1056895.548310 + Penalty 2961.385528 = -1053934.162782
  nChanged 32
		SP:Iteration 36Q (57766.830000 sec): 3 clusters
  Score: Raw -1056907.652193 + Penalty 2961.385528 = -1053946.266665
  nChanged 26
		SP:Iteration 37Q (57767.020000 sec): 3 clusters
  Score: Raw -1056915.043940 + Penalty 2961.385528 = -1053953.658412
  nChanged 14
		SP:Iteration 38Q (57767.290000 sec): 3 clusters
  Score: Raw -1056917.622218 + Penalty 2961.385528 = -1053956.236690
  nChanged 8
		SP:Iteration 39Q (57767.420000 sec): 3 clusters
  Score: Raw -1056919.154242 + Penalty 2961.385528 = -1053957.768714
  nChanged 4
		SP:Iteration 40F (57767.650000 sec): 3 clusters
  Score: Raw -1056919.781480 + Penalty 2961.385528 = -1053958.395952
  nChanged 3
		SP:Iteration 41Q (57767.900000 sec): 3 clusters
  Score: Raw -1056920.121718 + Penalty 2961.385528 = -1053958.736190
  nChanged 0
		SP:Iteration 42F (57768.100000 sec): 3 clusters
  Score: Raw -1056920.121718 + Penalty 2961.385528 = -1053958.736190
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57768.210000 sec): 2 clusters
  Score: Raw -680459.280698 + Penalty 1402.343692 = -679056.937006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57768.440000 sec): 3 clusters
  Score: Raw -677556.841353 + Penalty 2804.687384 = -674752.153969
  nChanged 2256
		SP:Iteration 1F (57768.630000 sec): 3 clusters
  Score: Raw -678816.456340 + Penalty 2804.687384 = -676011.768956
  nChanged 385
		SP:Iteration 2F (57768.850000 sec): 3 clusters
  Score: Raw -679036.302849 + Penalty 2804.687384 = -676231.615464
  nChanged 319
		SP:Iteration 3F (57769.050000 sec): 3 clusters
  Score: Raw -679244.997560 + Penalty 2804.687384 = -676440.310175
  nChanged 329
		SP:Iteration 4F (57769.200000 sec): 3 clusters
  Score: Raw -679510.871846 + Penalty 2804.687384 = -676706.184461
  nChanged 378
		SP:Iteration 5F (57769.360000 sec): 3 clusters
  Score: Raw -679803.980506 + Penalty 2804.687384 = -676999.293122
  nChanged 364
		SP:Iteration 6F (57769.540000 sec): 3 clusters
  Score: Raw -680080.505042 + Penalty 2804.687384 = -677275.817658
  nChanged 284
		SP:Iteration 7F (57769.740000 sec): 3 clusters
  Score: Raw -680280.907052 + Penalty 2804.687384 = -677476.219668
  nChanged 225
		SP:Iteration 8Q (57769.970000 sec): 3 clusters
  Score: Raw -680441.471015 + Penalty 2804.687384 = -677636.783630
  nChanged 197
		SP:Iteration 9Q (57770.200000 sec): 3 clusters
  Score: Raw -680569.151754 + Penalty 2804.687384 = -677764.464370
  nChanged 151
		SP:Iteration 10Q (57770.350000 sec): 3 clusters
  Score: Raw -680638.747352 + Penalty 2804.687384 = -677834.059968
  nChanged 112
		SP:Iteration 11Q (57770.530000 sec): 3 clusters
  Score: Raw -680685.447508 + Penalty 2804.687384 = -677880.760124
  nChanged 69
		SP:Iteration 12Q (57770.720000 sec): 3 clusters
  Score: Raw -680709.424486 + Penalty 2804.687384 = -677904.737102
  nChanged 48
		SP:Iteration 13Q (57770.920000 sec): 3 clusters
  Score: Raw -680725.642304 + Penalty 2804.687384 = -677920.954920
  nChanged 37
		SP:Iteration 14Q (57771.080000 sec): 3 clusters
  Score: Raw -680736.610746 + Penalty 2804.687384 = -677931.923362
  nChanged 36
		SP:Iteration 15Q (57771.270000 sec): 3 clusters
  Score: Raw -680748.890297 + Penalty 2804.687384 = -677944.202913
  nChanged 34
		SP:Iteration 16Q (57771.440000 sec): 3 clusters
  Score: Raw -680759.356770 + Penalty 2804.687384 = -677954.669386
  nChanged 38
		SP:Iteration 17Q (57771.610000 sec): 3 clusters
  Score: Raw -680770.091371 + Penalty 2804.687384 = -677965.403987
  nChanged 25
		SP:Iteration 18Q (57771.800000 sec): 3 clusters
  Score: Raw -680775.929694 + Penalty 2804.687384 = -677971.242310
  nChanged 28
		SP:Iteration 19Q (57771.980000 sec): 3 clusters
  Score: Raw -680782.914277 + Penalty 2804.687384 = -677978.226893
  nChanged 27
		SP:Iteration 20F (57772.170000 sec): 3 clusters
  Score: Raw -680791.876347 + Penalty 2804.687384 = -677987.188963
  nChanged 30
		SP:Iteration 21Q (57772.360000 sec): 3 clusters
  Score: Raw -680801.168536 + Penalty 2804.687384 = -677996.481152
  nChanged 26
		SP:Iteration 22Q (57772.560000 sec): 3 clusters
  Score: Raw -680809.975234 + Penalty 2804.687384 = -678005.287850
  nChanged 31
		SP:Iteration 23Q (57772.730000 sec): 3 clusters
  Score: Raw -680818.096666 + Penalty 2804.687384 = -678013.409282
  nChanged 29
		SP:Iteration 24Q (57772.910000 sec): 3 clusters
  Score: Raw -680825.844017 + Penalty 2804.687384 = -678021.156633
  nChanged 29
		SP:Iteration 25Q (57773.130000 sec): 3 clusters
  Score: Raw -680834.667495 + Penalty 2804.687384 = -678029.980111
  nChanged 37
		SP:Iteration 26Q (57773.300000 sec): 3 clusters
  Score: Raw -680845.642727 + Penalty 2804.687384 = -678040.955343
  nChanged 39
		SP:Iteration 27Q (57773.480000 sec): 3 clusters
  Score: Raw -680856.651422 + Penalty 2804.687384 = -678051.964038
  nChanged 32
		SP:Iteration 28Q (57773.660000 sec): 3 clusters
  Score: Raw -680868.185412 + Penalty 2804.687384 = -678063.498028
  nChanged 38
		SP:Iteration 29Q (57773.860000 sec): 3 clusters
  Score: Raw -680879.749834 + Penalty 2804.687384 = -678075.062449
  nChanged 32
		SP:Iteration 30Q (57774.040000 sec): 3 clusters
  Score: Raw -680887.882283 + Penalty 2804.687384 = -678083.194898
  nChanged 30
		SP:Iteration 31Q (57774.230000 sec): 3 clusters
  Score: Raw -680896.132363 + Penalty 2804.687384 = -678091.444979
  nChanged 34
		SP:Iteration 32Q (57774.410000 sec): 3 clusters
  Score: Raw -680905.714938 + Penalty 2804.687384 = -678101.027554
  nChanged 31
		SP:Iteration 33Q (57774.620000 sec): 3 clusters
  Score: Raw -680915.419166 + Penalty 2804.687384 = -678110.731782
  nChanged 34
		SP:Iteration 34Q (57774.800000 sec): 3 clusters
  Score: Raw -680925.443526 + Penalty 2804.687384 = -678120.756142
  nChanged 41
		SP:Iteration 35Q (57775.030000 sec): 3 clusters
  Score: Raw -680935.327517 + Penalty 2804.687384 = -678130.640133
  nChanged 41
		SP:Iteration 36Q (57775.200000 sec): 3 clusters
  Score: Raw -680947.649154 + Penalty 2804.687384 = -678142.961770
  nChanged 45
		SP:Iteration 37Q (57775.350000 sec): 3 clusters
  Score: Raw -680961.176067 + Penalty 2804.687384 = -678156.488683
  nChanged 52
		SP:Iteration 38Q (57775.530000 sec): 3 clusters
  Score: Raw -680976.025693 + Penalty 2804.687384 = -678171.338309
  nChanged 48
		SP:Iteration 39Q (57775.740000 sec): 3 clusters
  Score: Raw -680990.963247 + Penalty 2804.687384 = -678186.275862
  nChanged 46
		SP:Iteration 40F (57775.940000 sec): 3 clusters
  Score: Raw -681005.758100 + Penalty 2804.687384 = -678201.070716
  nChanged 51
		SP:Iteration 41Q (57776.160000 sec): 3 clusters
  Score: Raw -681023.195559 + Penalty 2804.687384 = -678218.508175
  nChanged 48
		SP:Iteration 42Q (57776.330000 sec): 3 clusters
  Score: Raw -681039.619015 + Penalty 2804.687384 = -678234.931631
  nChanged 46
		SP:Iteration 43Q (57776.540000 sec): 3 clusters
  Score: Raw -681054.000475 + Penalty 2804.687384 = -678249.313091
  nChanged 53
		SP:Iteration 44Q (57776.730000 sec): 3 clusters
  Score: Raw -681070.162871 + Penalty 2804.687384 = -678265.475487
  nChanged 48
		SP:Iteration 45Q (57776.930000 sec): 3 clusters
  Score: Raw -681083.611682 + Penalty 2804.687384 = -678278.924298
  nChanged 37
		SP:Iteration 46Q (57777.170000 sec): 3 clusters
  Score: Raw -681094.618024 + Penalty 2804.687384 = -678289.930640
  nChanged 39
		SP:Iteration 47Q (57777.390000 sec): 3 clusters
  Score: Raw -681105.536089 + Penalty 2804.687384 = -678300.848704
  nChanged 35
		SP:Iteration 48Q (57777.600000 sec): 3 clusters
  Score: Raw -681116.372953 + Penalty 2804.687384 = -678311.685568
  nChanged 39
		SP:Iteration 49Q (57777.820000 sec): 3 clusters
  Score: Raw -681127.892200 + Penalty 2804.687384 = -678323.204816
  nChanged 39
		SP:Iteration 50Q (57778.000000 sec): 3 clusters
  Score: Raw -681142.272978 + Penalty 2804.687384 = -678337.585594
  nChanged 42
		SP:Iteration 51Q (57778.210000 sec): 3 clusters
  Score: Raw -681158.749458 + Penalty 2804.687384 = -678354.062074
  nChanged 52
		SP:Iteration 52Q (57778.380000 sec): 3 clusters
  Score: Raw -681181.385146 + Penalty 2804.687384 = -678376.697762
  nChanged 62
		SP:Iteration 53Q (57778.630000 sec): 3 clusters
  Score: Raw -681206.334562 + Penalty 2804.687384 = -678401.647178
  nChanged 56
		SP:Iteration 54Q (57778.840000 sec): 3 clusters
  Score: Raw -681229.301822 + Penalty 2804.687384 = -678424.614438
  nChanged 54
		SP:Iteration 55Q (57779.040000 sec): 3 clusters
  Score: Raw -681250.324355 + Penalty 2804.687384 = -678445.636971
  nChanged 53
		SP:Iteration 56Q (57779.230000 sec): 3 clusters
  Score: Raw -681270.086975 + Penalty 2804.687384 = -678465.399591
  nChanged 37
		SP:Iteration 57Q (57779.380000 sec): 3 clusters
  Score: Raw -681280.441517 + Penalty 2804.687384 = -678475.754132
  nChanged 28
		SP:Iteration 58Q (57779.580000 sec): 3 clusters
  Score: Raw -681289.051034 + Penalty 2804.687384 = -678484.363650
  nChanged 31
		SP:Iteration 59Q (57779.770000 sec): 3 clusters
  Score: Raw -681299.146246 + Penalty 2804.687384 = -678494.458862
  nChanged 29
		SP:Iteration 60F (57779.960000 sec): 3 clusters
  Score: Raw -681307.188743 + Penalty 2804.687384 = -678502.501359
  nChanged 27
		SP:Iteration 61Q (57780.200000 sec): 3 clusters
  Score: Raw -681313.952543 + Penalty 2804.687384 = -678509.265159
  nChanged 25
		SP:Iteration 62Q (57780.400000 sec): 3 clusters
  Score: Raw -681321.142892 + Penalty 2804.687384 = -678516.455508
  nChanged 23
		SP:Iteration 63Q (57780.630000 sec): 3 clusters
  Score: Raw -681327.883501 + Penalty 2804.687384 = -678523.196117
  nChanged 18
		SP:Iteration 64Q (57780.880000 sec): 3 clusters
  Score: Raw -681332.321674 + Penalty 2804.687384 = -678527.634290
  nChanged 9
		SP:Iteration 65Q (57781.030000 sec): 3 clusters
  Score: Raw -681334.383623 + Penalty 2804.687384 = -678529.696238
  nChanged 9
		SP:Iteration 66Q (57781.260000 sec): 3 clusters
  Score: Raw -681336.170757 + Penalty 2804.687384 = -678531.483373
  nChanged 8
		SP:Iteration 67Q (57781.480000 sec): 3 clusters
  Score: Raw -681338.032144 + Penalty 2804.687384 = -678533.344760
  nChanged 6
		SP:Iteration 68Q (57781.670000 sec): 3 clusters
  Score: Raw -681339.464122 + Penalty 2804.687384 = -678534.776738
  nChanged 5
		SP:Iteration 69Q (57781.820000 sec): 3 clusters
  Score: Raw -681340.505349 + Penalty 2804.687384 = -678535.817965
  nChanged 4
		SP:Iteration 70Q (57782.060000 sec): 3 clusters
  Score: Raw -681341.027117 + Penalty 2804.687384 = -678536.339733
  nChanged 4
		SP:Iteration 71Q (57782.200000 sec): 3 clusters
  Score: Raw -681341.753035 + Penalty 2804.687384 = -678537.065651
  nChanged 3
		SP:Iteration 72Q (57782.420000 sec): 3 clusters
  Score: Raw -681342.317380 + Penalty 2804.687384 = -678537.629996
  nChanged 1
		SP:Iteration 73Q (57782.610000 sec): 3 clusters
  Score: Raw -681342.437558 + Penalty 2804.687384 = -678537.750174
  nChanged 1
		SP:Iteration 74Q (57782.830000 sec): 3 clusters
  Score: Raw -681342.589657 + Penalty 2804.687384 = -678537.902273
  nChanged 1
		SP:Iteration 75Q (57783.050000 sec): 3 clusters
  Score: Raw -681342.854194 + Penalty 2804.687384 = -678538.166810
  nChanged 1
		SP:Iteration 76Q (57783.270000 sec): 3 clusters
  Score: Raw -681343.005640 + Penalty 2804.687384 = -678538.318255
  nChanged 0
		SP:Iteration 77F (57783.480000 sec): 3 clusters
  Score: Raw -681343.005640 + Penalty 2804.687384 = -678538.318255
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57783.590000 sec): 2 clusters
  Score: Raw -67090.627492 + Penalty 1028.869051 = -66061.758442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57783.770000 sec): 3 clusters
  Score: Raw -67031.904336 + Penalty 2057.738101 = -64974.166235
  nChanged 146
		SP:Iteration 1F (57783.930000 sec): 3 clusters
  Score: Raw -67237.517305 + Penalty 2057.738101 = -65179.779204
  nChanged 61
		SP:Iteration 2F (57784.130000 sec): 3 clusters
  Score: Raw -67425.556480 + Penalty 2057.738101 = -65367.818379
  nChanged 52
		SP:Iteration 3F (57784.280000 sec): 3 clusters
  Score: Raw -67599.507249 + Penalty 2057.738101 = -65541.769147
  nChanged 44
		SP:Iteration 4F (57784.470000 sec): 3 clusters
  Score: Raw -67750.792711 + Penalty 2057.738101 = -65693.054610
  nChanged 26
		SP:Iteration 5Q (57784.610000 sec): 3 clusters
  Score: Raw -67836.025927 + Penalty 2057.738101 = -65778.287826
  nChanged 21
		SP:Iteration 6Q (57784.810000 sec): 3 clusters
  Score: Raw -67901.617532 + Penalty 2057.738101 = -65843.879431
  nChanged 9
		SP:Iteration 7Q (57784.950000 sec): 3 clusters
  Score: Raw -67920.221620 + Penalty 2057.738101 = -65862.483519
  nChanged 2
		SP:Iteration 8Q (57785.160000 sec): 3 clusters
  Score: Raw -67922.116350 + Penalty 2057.738101 = -65864.378249
  nChanged 1
		SP:Iteration 9Q (57785.320000 sec): 3 clusters
  Score: Raw -67923.002740 + Penalty 2057.738101 = -65865.264638
  nChanged 0
		SP:Iteration 10F (57785.470000 sec): 3 clusters
  Score: Raw -67923.002740 + Penalty 2057.738101 = -65865.264638
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57785.720000 sec): 2 clusters
  Score: Raw -2172040.833950 + Penalty 1604.300082 = -2170436.533868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57786.010000 sec): 3 clusters
  Score: Raw -2160460.643031 + Penalty 3208.600164 = -2157252.042868
  nChanged 8628
		SP:Iteration 1F (57786.320000 sec): 3 clusters
  Score: Raw -2165194.026835 + Penalty 3208.600164 = -2161985.426671
  nChanged 1149
		SP:Iteration 2F (57786.570000 sec): 3 clusters
  Score: Raw -2165769.640898 + Penalty 3208.600164 = -2162561.040734
  nChanged 1113
		SP:Iteration 3F (57786.820000 sec): 3 clusters
  Score: Raw -2166370.791088 + Penalty 3208.600164 = -2163162.190924
  nChanged 1129
		SP:Iteration 4F (57787.090000 sec): 3 clusters
  Score: Raw -2167033.348518 + Penalty 3208.600164 = -2163824.748354
  nChanged 1141
		SP:Iteration 5F (57787.310000 sec): 3 clusters
  Score: Raw -2167760.358542 + Penalty 3208.600164 = -2164551.758379
  nChanged 1073
		SP:Iteration 6F (57787.590000 sec): 3 clusters
  Score: Raw -2168485.972813 + Penalty 3208.600164 = -2165277.372649
  nChanged 1019
		SP:Iteration 7F (57787.830000 sec): 3 clusters
  Score: Raw -2169214.868783 + Penalty 3208.600164 = -2166006.268619
  nChanged 940
		SP:Iteration 8Q (57788.150000 sec): 3 clusters
  Score: Raw -2169833.679889 + Penalty 3208.600164 = -2166625.079725
  nChanged 782
		SP:Iteration 9Q (57788.450000 sec): 3 clusters
  Score: Raw -2170326.123472 + Penalty 3208.600164 = -2167117.523308
  nChanged 646
		SP:Iteration 10Q (57788.720000 sec): 3 clusters
  Score: Raw -2170735.632533 + Penalty 3208.600164 = -2167527.032369
  nChanged 557
		SP:Iteration 11Q (57788.970000 sec): 3 clusters
  Score: Raw -2171087.211724 + Penalty 3208.600164 = -2167878.611561
  nChanged 476
		SP:Iteration 12Q (57789.190000 sec): 3 clusters
  Score: Raw -2171379.669285 + Penalty 3208.600164 = -2168171.069122
  nChanged 404
		SP:Iteration 13Q (57789.480000 sec): 3 clusters
  Score: Raw -2171631.824482 + Penalty 3208.600164 = -2168423.224318
  nChanged 360
		SP:Iteration 14Q (57789.720000 sec): 3 clusters
  Score: Raw -2171845.355264 + Penalty 3208.600164 = -2168636.755100
  nChanged 291
		SP:Iteration 15Q (57789.980000 sec): 3 clusters
  Score: Raw -2172000.766948 + Penalty 3208.600164 = -2168792.166784
  nChanged 233
		SP:Iteration 16Q (57790.230000 sec): 3 clusters
  Score: Raw -2172134.629115 + Penalty 3208.600164 = -2168926.028951
  nChanged 212
		SP:Iteration 17Q (57790.510000 sec): 3 clusters
  Score: Raw -2172247.782201 + Penalty 3208.600164 = -2169039.182037
  nChanged 155
		SP:Iteration 18Q (57790.770000 sec): 3 clusters
  Score: Raw -2172325.246306 + Penalty 3208.600164 = -2169116.646142
  nChanged 136
		SP:Iteration 19Q (57791.040000 sec): 3 clusters
  Score: Raw -2172398.318041 + Penalty 3208.600164 = -2169189.717878
  nChanged 121
		SP:Iteration 20F (57791.310000 sec): 3 clusters
  Score: Raw -2172458.764217 + Penalty 3208.600164 = -2169250.164054
  nChanged 70
		SP:Iteration 21Q (57791.570000 sec): 3 clusters
  Score: Raw -2172486.279209 + Penalty 3208.600164 = -2169277.679046
  nChanged 69
		SP:Iteration 22Q (57791.870000 sec): 3 clusters
  Score: Raw -2172514.346316 + Penalty 3208.600164 = -2169305.746152
  nChanged 58
		SP:Iteration 23Q (57792.120000 sec): 3 clusters
  Score: Raw -2172535.444746 + Penalty 3208.600164 = -2169326.844582
  nChanged 41
		SP:Iteration 24Q (57792.410000 sec): 3 clusters
  Score: Raw -2172549.101366 + Penalty 3208.600164 = -2169340.501202
  nChanged 30
		SP:Iteration 25Q (57792.630000 sec): 3 clusters
  Score: Raw -2172558.094989 + Penalty 3208.600164 = -2169349.494825
  nChanged 28
		SP:Iteration 26Q (57792.930000 sec): 3 clusters
  Score: Raw -2172566.228037 + Penalty 3208.600164 = -2169357.627873
  nChanged 26
		SP:Iteration 27Q (57793.230000 sec): 3 clusters
  Score: Raw -2172577.472194 + Penalty 3208.600164 = -2169368.872030
  nChanged 29
		SP:Iteration 28Q (57793.500000 sec): 3 clusters
  Score: Raw -2172585.672012 + Penalty 3208.600164 = -2169377.071848
  nChanged 20
		SP:Iteration 29Q (57793.730000 sec): 3 clusters
  Score: Raw -2172590.377686 + Penalty 3208.600164 = -2169381.777522
  nChanged 13
		SP:Iteration 30Q (57793.960000 sec): 3 clusters
  Score: Raw -2172593.890172 + Penalty 3208.600164 = -2169385.290008
  nChanged 16
		SP:Iteration 31Q (57794.190000 sec): 3 clusters
  Score: Raw -2172599.454390 + Penalty 3208.600164 = -2169390.854226
  nChanged 14
		SP:Iteration 32Q (57794.470000 sec): 3 clusters
  Score: Raw -2172604.263419 + Penalty 3208.600164 = -2169395.663255
  nChanged 14
		SP:Iteration 33Q (57794.710000 sec): 3 clusters
  Score: Raw -2172609.634114 + Penalty 3208.600164 = -2169401.033950
  nChanged 20
		SP:Iteration 34Q (57794.950000 sec): 3 clusters
  Score: Raw -2172616.114330 + Penalty 3208.600164 = -2169407.514166
  nChanged 12
		SP:Iteration 35Q (57795.170000 sec): 3 clusters
  Score: Raw -2172619.662303 + Penalty 3208.600164 = -2169411.062140
  nChanged 8
		SP:Iteration 36Q (57795.430000 sec): 3 clusters
  Score: Raw -2172622.603848 + Penalty 3208.600164 = -2169414.003685
  nChanged 10
		SP:Iteration 37Q (57795.750000 sec): 3 clusters
  Score: Raw -2172625.235518 + Penalty 3208.600164 = -2169416.635354
  nChanged 7
		SP:Iteration 38Q (57796.010000 sec): 3 clusters
  Score: Raw -2172627.529297 + Penalty 3208.600164 = -2169418.929133
  nChanged 9
		SP:Iteration 39Q (57796.260000 sec): 3 clusters
  Score: Raw -2172629.983795 + Penalty 3208.600164 = -2169421.383632
  nChanged 8
		SP:Iteration 40F (57796.470000 sec): 3 clusters
  Score: Raw -2172631.655505 + Penalty 3208.600164 = -2169423.055341
  nChanged 6
		SP:Iteration 41Q (57796.700000 sec): 3 clusters
  Score: Raw -2172634.200010 + Penalty 3208.600164 = -2169425.599846
  nChanged 5
		SP:Iteration 42Q (57796.980000 sec): 3 clusters
  Score: Raw -2172636.412700 + Penalty 3208.600164 = -2169427.812536
  nChanged 10
		SP:Iteration 43Q (57797.220000 sec): 3 clusters
  Score: Raw -2172640.499530 + Penalty 3208.600164 = -2169431.899366
  nChanged 14
		SP:Iteration 44Q (57797.500000 sec): 3 clusters
  Score: Raw -2172646.092538 + Penalty 3208.600164 = -2169437.492374
  nChanged 13
		SP:Iteration 45Q (57797.740000 sec): 3 clusters
  Score: Raw -2172650.989673 + Penalty 3208.600164 = -2169442.389510
  nChanged 16
		SP:Iteration 46Q (57798.000000 sec): 3 clusters
  Score: Raw -2172656.502850 + Penalty 3208.600164 = -2169447.902686
  nChanged 12
		SP:Iteration 47Q (57798.210000 sec): 3 clusters
  Score: Raw -2172659.015186 + Penalty 3208.600164 = -2169450.415022
  nChanged 10
		SP:Iteration 48Q (57798.490000 sec): 3 clusters
  Score: Raw -2172663.775731 + Penalty 3208.600164 = -2169455.175567
  nChanged 10
		SP:Iteration 49Q (57798.770000 sec): 3 clusters
  Score: Raw -2172668.146774 + Penalty 3208.600164 = -2169459.546610
  nChanged 8
		SP:Iteration 50Q (57799.050000 sec): 3 clusters
  Score: Raw -2172672.565390 + Penalty 3208.600164 = -2169463.965226
  nChanged 7
		SP:Iteration 51Q (57799.250000 sec): 3 clusters
  Score: Raw -2172675.446886 + Penalty 3208.600164 = -2169466.846722
  nChanged 18
		SP:Iteration 52Q (57799.530000 sec): 3 clusters
  Score: Raw -2172686.042778 + Penalty 3208.600164 = -2169477.442614
  nChanged 16
		SP:Iteration 53Q (57799.790000 sec): 3 clusters
  Score: Raw -2172693.023209 + Penalty 3208.600164 = -2169484.423045
  nChanged 13
		SP:Iteration 54Q (57800.060000 sec): 3 clusters
  Score: Raw -2172697.304891 + Penalty 3208.600164 = -2169488.704727
  nChanged 8
		SP:Iteration 55Q (57800.340000 sec): 3 clusters
  Score: Raw -2172699.253360 + Penalty 3208.600164 = -2169490.653197
  nChanged 4
		SP:Iteration 56Q (57800.570000 sec): 3 clusters
  Score: Raw -2172700.959265 + Penalty 3208.600164 = -2169492.359101
  nChanged 8
		SP:Iteration 57Q (57800.860000 sec): 3 clusters
  Score: Raw -2172703.416715 + Penalty 3208.600164 = -2169494.816551
  nChanged 7
		SP:Iteration 58Q (57801.080000 sec): 3 clusters
  Score: Raw -2172705.981784 + Penalty 3208.600164 = -2169497.381620
  nChanged 6
		SP:Iteration 59Q (57801.370000 sec): 3 clusters
  Score: Raw -2172707.887827 + Penalty 3208.600164 = -2169499.287663
  nChanged 1
		SP:Iteration 60F (57801.650000 sec): 3 clusters
  Score: Raw -2172708.010510 + Penalty 3208.600164 = -2169499.410346
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57801.800000 sec): 2 clusters
  Score: Raw -25317.712624 + Penalty 883.687888 = -24434.024736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57802.040000 sec): 3 clusters
  Score: Raw -25370.597323 + Penalty 1767.375775 = -23603.221547
  nChanged 32
		SP:Iteration 1F (57802.220000 sec): 3 clusters
  Score: Raw -25474.456846 + Penalty 1767.375775 = -23707.081071
  nChanged 13
		SP:Iteration 2F (57802.370000 sec): 3 clusters
  Score: Raw -25521.232357 + Penalty 1767.375775 = -23753.856582
  nChanged 9
		SP:Iteration 3Q (57802.610000 sec): 3 clusters
  Score: Raw -25554.119264 + Penalty 1767.375775 = -23786.743489
  nChanged 6
		SP:Iteration 4Q (57802.810000 sec): 3 clusters
  Score: Raw -25577.525392 + Penalty 1767.375775 = -23810.149617
  nChanged 6
		SP:Iteration 5Q (57803.010000 sec): 3 clusters
  Score: Raw -25594.938948 + Penalty 1767.375775 = -23827.563173
  nChanged 4
		SP:Iteration 6Q (57803.240000 sec): 3 clusters
  Score: Raw -25621.615567 + Penalty 1767.375775 = -23854.239791
  nChanged 2
		SP:Iteration 7Q (57803.450000 sec): 3 clusters
  Score: Raw -25640.008920 + Penalty 1767.375775 = -23872.633145
  nChanged 3
		SP:Iteration 8Q (57803.600000 sec): 3 clusters
  Score: Raw -25643.959730 + Penalty 1767.375775 = -23876.583954
  nChanged 0
		SP:Iteration 9F (57803.780000 sec): 3 clusters
  Score: Raw -25643.959730 + Penalty 1767.375775 = -23876.583954
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57803.850000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57804.060000 sec): 3 clusters
  Score: Raw -15027.605221 + Penalty 1641.203202 = -13386.402019
  nChanged 12
		SP:Iteration 1F (57804.240000 sec): 3 clusters
  Score: Raw -15076.792857 + Penalty 1641.203202 = -13435.589654
  nChanged 4
		SP:Iteration 2Q (57804.400000 sec): 3 clusters
  Score: Raw -15099.710720 + Penalty 1641.203202 = -13458.507518
  nChanged 5
		SP:Iteration 3Q (57804.550000 sec): 3 clusters
  Score: Raw -15126.960281 + Penalty 1641.203202 = -13485.757079
  nChanged 4
		SP:Iteration 4Q (57804.700000 sec): 3 clusters
  Score: Raw -15157.502584 + Penalty 1641.203202 = -13516.299382
  nChanged 2
		SP:Iteration 5Q (57804.850000 sec): 3 clusters
  Score: Raw -15185.896110 + Penalty 1641.203202 = -13544.692908
  nChanged 1
		SP:Iteration 6Q (57804.980000 sec): 3 clusters
  Score: Raw -15189.389962 + Penalty 1641.203202 = -13548.186760
  nChanged 0
		SP:Iteration 7F (57805.170000 sec): 3 clusters
  Score: Raw -15189.389962 + Penalty 1641.203202 = -13548.186760
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (18195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57805.370000 sec): 2 clusters
  Score: Raw -2238074.158341 + Penalty 1593.946593 = -2236480.211748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57805.670000 sec): 3 clusters
  Score: Raw -2227261.063798 + Penalty 3187.893186 = -2224073.170612
  nChanged 8212
		SP:Iteration 1F (57805.950000 sec): 3 clusters
  Score: Raw -2231600.560153 + Penalty 3187.893186 = -2228412.666967
  nChanged 954
		SP:Iteration 2F (57806.290000 sec): 3 clusters
  Score: Raw -2231966.180539 + Penalty 3187.893186 = -2228778.287353
  nChanged 892
		SP:Iteration 3Q (57806.550000 sec): 3 clusters
  Score: Raw -2232342.036648 + Penalty 3187.893186 = -2229154.143462
  nChanged 878
		SP:Iteration 4Q (57806.820000 sec): 3 clusters
  Score: Raw -2232749.294406 + Penalty 3187.893186 = -2229561.401220
  nChanged 916
		SP:Iteration 5F (57807.110000 sec): 3 clusters
  Score: Raw -2233248.410448 + Penalty 3187.893186 = -2230060.517263
  nChanged 917
		SP:Iteration 6F (57807.350000 sec): 3 clusters
  Score: Raw -2233782.840908 + Penalty 3187.893186 = -2230594.947722
  nChanged 900
		SP:Iteration 7Q (57807.650000 sec): 3 clusters
  Score: Raw -2234348.019822 + Penalty 3187.893186 = -2231160.126636
  nChanged 940
		SP:Iteration 8F (57807.900000 sec): 3 clusters
  Score: Raw -2234995.929047 + Penalty 3187.893186 = -2231808.035861
  nChanged 865
		SP:Iteration 9Q (57808.200000 sec): 3 clusters
  Score: Raw -2235634.545522 + Penalty 3187.893186 = -2232446.652336
  nChanged 844
		SP:Iteration 10Q (57808.510000 sec): 3 clusters
  Score: Raw -2236205.487938 + Penalty 3187.893186 = -2233017.594752
  nChanged 741
		SP:Iteration 11Q (57808.800000 sec): 3 clusters
  Score: Raw -2236708.365275 + Penalty 3187.893186 = -2233520.472089
  nChanged 664
		SP:Iteration 12Q (57809.100000 sec): 3 clusters
  Score: Raw -2237190.863473 + Penalty 3187.893186 = -2234002.970287
  nChanged 600
		SP:Iteration 13Q (57809.350000 sec): 3 clusters
  Score: Raw -2237620.101076 + Penalty 3187.893186 = -2234432.207890
  nChanged 463
		SP:Iteration 14Q (57809.620000 sec): 3 clusters
  Score: Raw -2237904.395673 + Penalty 3187.893186 = -2234716.502487
  nChanged 360
		SP:Iteration 15Q (57809.940000 sec): 3 clusters
  Score: Raw -2238098.619185 + Penalty 3187.893186 = -2234910.725999
  nChanged 270
		SP:Iteration 16Q (57810.210000 sec): 3 clusters
  Score: Raw -2238230.727990 + Penalty 3187.893186 = -2235042.834805
  nChanged 227
		SP:Iteration 17Q (57810.520000 sec): 3 clusters
  Score: Raw -2238335.303003 + Penalty 3187.893186 = -2235147.409817
  nChanged 192
		SP:Iteration 18Q (57810.800000 sec): 3 clusters
  Score: Raw -2238410.706877 + Penalty 3187.893186 = -2235222.813691
  nChanged 154
		SP:Iteration 19Q (57811.070000 sec): 3 clusters
  Score: Raw -2238474.096929 + Penalty 3187.893186 = -2235286.203743
  nChanged 128
		SP:Iteration 20F (57811.320000 sec): 3 clusters
  Score: Raw -2238521.366037 + Penalty 3187.893186 = -2235333.472851
  nChanged 101
		SP:Iteration 21Q (57811.580000 sec): 3 clusters
  Score: Raw -2238563.004683 + Penalty 3187.893186 = -2235375.111497
  nChanged 96
		SP:Iteration 22Q (57811.860000 sec): 3 clusters
  Score: Raw -2238599.160240 + Penalty 3187.893186 = -2235411.267054
  nChanged 82
		SP:Iteration 23Q (57812.090000 sec): 3 clusters
  Score: Raw -2238622.240808 + Penalty 3187.893186 = -2235434.347622
  nChanged 53
		SP:Iteration 24Q (57812.370000 sec): 3 clusters
  Score: Raw -2238637.050890 + Penalty 3187.893186 = -2235449.157704
  nChanged 37
		SP:Iteration 25Q (57812.660000 sec): 3 clusters
  Score: Raw -2238647.902880 + Penalty 3187.893186 = -2235460.009694
  nChanged 26
		SP:Iteration 26Q (57812.890000 sec): 3 clusters
  Score: Raw -2238654.682003 + Penalty 3187.893186 = -2235466.788817
  nChanged 19
		SP:Iteration 27Q (57813.120000 sec): 3 clusters
  Score: Raw -2238659.593485 + Penalty 3187.893186 = -2235471.700299
  nChanged 13
		SP:Iteration 28Q (57813.420000 sec): 3 clusters
  Score: Raw -2238661.847188 + Penalty 3187.893186 = -2235473.954002
  nChanged 8
		SP:Iteration 29Q (57813.620000 sec): 3 clusters
  Score: Raw -2238663.543735 + Penalty 3187.893186 = -2235475.650549
  nChanged 11
		SP:Iteration 30Q (57813.860000 sec): 3 clusters
  Score: Raw -2238665.387841 + Penalty 3187.893186 = -2235477.494655
  nChanged 5
		SP:Iteration 31Q (57814.140000 sec): 3 clusters
  Score: Raw -2238666.553281 + Penalty 3187.893186 = -2235478.660096
  nChanged 5
		SP:Iteration 32Q (57814.350000 sec): 3 clusters
  Score: Raw -2238667.213442 + Penalty 3187.893186 = -2235479.320257
  nChanged 5
		SP:Iteration 33Q (57814.590000 sec): 3 clusters
  Score: Raw -2238668.659509 + Penalty 3187.893186 = -2235480.766324
  nChanged 4
		SP:Iteration 34Q (57814.850000 sec): 3 clusters
  Score: Raw -2238669.162108 + Penalty 3187.893186 = -2235481.268922
  nChanged 4
		SP:Iteration 35Q (57815.060000 sec): 3 clusters
  Score: Raw -2238669.778172 + Penalty 3187.893186 = -2235481.884986
  nChanged 1
		SP:Iteration 36Q (57815.320000 sec): 3 clusters
  Score: Raw -2238669.939077 + Penalty 3187.893186 = -2235482.045891
  nChanged 1
		SP:Iteration 37Q (57815.570000 sec): 3 clusters
  Score: Raw -2238670.114769 + Penalty 3187.893186 = -2235482.221584
  nChanged 1
		SP:Iteration 38Q (57815.810000 sec): 3 clusters
  Score: Raw -2238670.256037 + Penalty 3187.893186 = -2235482.362851
  nChanged 4
		SP:Iteration 39Q (57816.040000 sec): 3 clusters
  Score: Raw -2238671.008827 + Penalty 3187.893186 = -2235483.115641
  nChanged 6
		SP:Iteration 40F (57816.300000 sec): 3 clusters
  Score: Raw -2238672.019151 + Penalty 3187.893186 = -2235484.125965
  nChanged 7
		SP:Iteration 41Q (57816.550000 sec): 3 clusters
  Score: Raw -2238673.205462 + Penalty 3187.893186 = -2235485.312276
  nChanged 4
		SP:Iteration 42Q (57816.800000 sec): 3 clusters
  Score: Raw -2238673.930897 + Penalty 3187.893186 = -2235486.037712
  nChanged 6
		SP:Iteration 43Q (57817.020000 sec): 3 clusters
  Score: Raw -2238675.135492 + Penalty 3187.893186 = -2235487.242306
  nChanged 11
		SP:Iteration 44Q (57817.290000 sec): 3 clusters
  Score: Raw -2238676.806874 + Penalty 3187.893186 = -2235488.913689
  nChanged 4
		SP:Iteration 45Q (57817.540000 sec): 3 clusters
  Score: Raw -2238677.898250 + Penalty 3187.893186 = -2235490.005065
  nChanged 8
		SP:Iteration 46Q (57817.770000 sec): 3 clusters
  Score: Raw -2238679.472565 + Penalty 3187.893186 = -2235491.579379
  nChanged 4
		SP:Iteration 47Q (57818.050000 sec): 3 clusters
  Score: Raw -2238680.460448 + Penalty 3187.893186 = -2235492.567262
  nChanged 6
		SP:Iteration 48Q (57818.270000 sec): 3 clusters
  Score: Raw -2238681.888204 + Penalty 3187.893186 = -2235493.995019
  nChanged 5
		SP:Iteration 49Q (57818.500000 sec): 3 clusters
  Score: Raw -2238683.084074 + Penalty 3187.893186 = -2235495.190888
  nChanged 6
		SP:Iteration 50Q (57818.800000 sec): 3 clusters
  Score: Raw -2238684.938052 + Penalty 3187.893186 = -2235497.044866
  nChanged 6
		SP:Iteration 51Q (57819.050000 sec): 3 clusters
  Score: Raw -2238686.670572 + Penalty 3187.893186 = -2235498.777386
  nChanged 10
		SP:Iteration 52Q (57819.310000 sec): 3 clusters
  Score: Raw -2238688.745566 + Penalty 3187.893186 = -2235500.852381
  nChanged 5
		SP:Iteration 53Q (57819.540000 sec): 3 clusters
  Score: Raw -2238689.943078 + Penalty 3187.893186 = -2235502.049892
  nChanged 6
		SP:Iteration 54Q (57819.790000 sec): 3 clusters
  Score: Raw -2238691.012596 + Penalty 3187.893186 = -2235503.119411
  nChanged 6
		SP:Iteration 55Q (57820.000000 sec): 3 clusters
  Score: Raw -2238692.307809 + Penalty 3187.893186 = -2235504.414624
  nChanged 4
		SP:Iteration 56Q (57820.280000 sec): 3 clusters
  Score: Raw -2238693.328703 + Penalty 3187.893186 = -2235505.435517
  nChanged 5
		SP:Iteration 57Q (57820.540000 sec): 3 clusters
  Score: Raw -2238694.573894 + Penalty 3187.893186 = -2235506.680709
  nChanged 3
		SP:Iteration 58Q (57820.800000 sec): 3 clusters
  Score: Raw -2238695.124295 + Penalty 3187.893186 = -2235507.231109
  nChanged 3
		SP:Iteration 59Q (57821.040000 sec): 3 clusters
  Score: Raw -2238695.636706 + Penalty 3187.893186 = -2235507.743520
  nChanged 2
		SP:Iteration 60F (57821.380000 sec): 3 clusters
  Score: Raw -2238695.971880 + Penalty 3187.893186 = -2235508.078695
  nChanged 2
		SP:Iteration 61Q (57821.740000 sec): 3 clusters
  Score: Raw -2238696.257662 + Penalty 3187.893186 = -2235508.364476
  nChanged 3
		SP:Iteration 62Q (57821.940000 sec): 3 clusters
  Score: Raw -2238696.636801 + Penalty 3187.893186 = -2235508.743615
  nChanged 0
		SP:Iteration 63F (57822.220000 sec): 3 clusters
  Score: Raw -2238696.636801 + Penalty 3187.893186 = -2235508.743615
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57822.340000 sec): 2 clusters
  Score: Raw -60553.953972 + Penalty 1025.951558 = -59528.002414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57822.500000 sec): 3 clusters
  Score: Raw -60459.703882 + Penalty 2051.903115 = -58407.800767
  nChanged 135
		SP:Iteration 1F (57822.690000 sec): 3 clusters
  Score: Raw -60633.837844 + Penalty 2051.903115 = -58581.934729
  nChanged 40
		SP:Iteration 2F (57822.890000 sec): 3 clusters
  Score: Raw -60682.996913 + Penalty 2051.903115 = -58631.093798
  nChanged 14
		SP:Iteration 3Q (57823.050000 sec): 3 clusters
  Score: Raw -60706.051940 + Penalty 2051.903115 = -58654.148825
  nChanged 11
		SP:Iteration 4Q (57823.210000 sec): 3 clusters
  Score: Raw -60717.916441 + Penalty 2051.903115 = -58666.013326
  nChanged 5
		SP:Iteration 5Q (57823.360000 sec): 3 clusters
  Score: Raw -60725.063202 + Penalty 2051.903115 = -58673.160087
  nChanged 6
		SP:Iteration 6Q (57823.470000 sec): 3 clusters
  Score: Raw -60733.563228 + Penalty 2051.903115 = -58681.660113
  nChanged 3
		SP:Iteration 7Q (57823.630000 sec): 3 clusters
  Score: Raw -60737.865442 + Penalty 2051.903115 = -58685.962327
  nChanged 0
		SP:Iteration 8F (57823.800000 sec): 3 clusters
  Score: Raw -60737.865442 + Penalty 2051.903115 = -58685.962327
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57823.890000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57824.050000 sec): 3 clusters
  Score: Raw -61005.462607 + Penalty 2026.820117 = -58978.642490
  nChanged 115
		SP:Iteration 1F (57824.160000 sec): 3 clusters
  Score: Raw -61168.351462 + Penalty 2026.820117 = -59141.531345
  nChanged 35
		SP:Iteration 2F (57824.330000 sec): 3 clusters
  Score: Raw -61237.104283 + Penalty 2026.820117 = -59210.284166
  nChanged 20
		SP:Iteration 3Q (57824.510000 sec): 3 clusters
  Score: Raw -61269.706642 + Penalty 2026.820117 = -59242.886526
  nChanged 15
		SP:Iteration 4Q (57824.670000 sec): 3 clusters
  Score: Raw -61290.054517 + Penalty 2026.820117 = -59263.234400
  nChanged 4
		SP:Iteration 5Q (57824.810000 sec): 3 clusters
  Score: Raw -61295.298199 + Penalty 2026.820117 = -59268.478082
  nChanged 5
		SP:Iteration 6Q (57824.980000 sec): 3 clusters
  Score: Raw -61303.761479 + Penalty 2026.820117 = -59276.941362
  nChanged 4
		SP:Iteration 7Q (57825.110000 sec): 3 clusters
  Score: Raw -61308.504799 + Penalty 2026.820117 = -59281.684682
  nChanged 3
		SP:Iteration 8Q (57825.270000 sec): 3 clusters
  Score: Raw -61312.611896 + Penalty 2026.820117 = -59285.791780
  nChanged 1
		SP:Iteration 9Q (57825.460000 sec): 3 clusters
  Score: Raw -61313.949304 + Penalty 2026.820117 = -59287.129187
  nChanged 1
		SP:Iteration 10Q (57825.610000 sec): 3 clusters
  Score: Raw -61315.464095 + Penalty 2026.820117 = -59288.643978
  nChanged 1
		SP:Iteration 11Q (57825.780000 sec): 3 clusters
  Score: Raw -61317.456090 + Penalty 2026.820117 = -59290.635973
  nChanged 1
		SP:Iteration 12Q (57825.960000 sec): 3 clusters
  Score: Raw -61318.827014 + Penalty 2026.820117 = -59292.006897
  nChanged 0
		SP:Iteration 13F (57826.110000 sec): 3 clusters
  Score: Raw -61318.827014 + Penalty 2026.820117 = -59292.006897
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57826.470000 sec): 2 clusters
  Score: Raw -4809632.642509 + Penalty 1719.950226 = -4807912.692283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57826.870000 sec): 3 clusters
  Score: Raw -4785007.177052 + Penalty 3439.900452 = -4781567.276600
  nChanged 18364
		SP:Iteration 1F (57827.320000 sec): 3 clusters
  Score: Raw -4795751.408117 + Penalty 3439.900452 = -4792311.507665
  nChanged 1927
		SP:Iteration 2Q (57827.740000 sec): 3 clusters
  Score: Raw -4796470.837494 + Penalty 3439.900452 = -4793030.937042
  nChanged 2038
		SP:Iteration 3F (57828.080000 sec): 3 clusters
  Score: Raw -4797335.354528 + Penalty 3439.900452 = -4793895.454076
  nChanged 2207
		SP:Iteration 4F (57828.470000 sec): 3 clusters
  Score: Raw -4798414.045129 + Penalty 3439.900452 = -4794974.144677
  nChanged 2298
		SP:Iteration 5F (57828.960000 sec): 3 clusters
  Score: Raw -4799609.918864 + Penalty 3439.900452 = -4796170.018411
  nChanged 2289
		SP:Iteration 6F (57829.360000 sec): 3 clusters
  Score: Raw -4800883.501104 + Penalty 3439.900452 = -4797443.600652
  nChanged 2193
		SP:Iteration 7F (57829.750000 sec): 3 clusters
  Score: Raw -4802220.333781 + Penalty 3439.900452 = -4798780.433329
  nChanged 2122
		SP:Iteration 8F (57830.070000 sec): 3 clusters
  Score: Raw -4803660.142666 + Penalty 3439.900452 = -4800220.242214
  nChanged 2079
		SP:Iteration 9F (57830.460000 sec): 3 clusters
  Score: Raw -4805288.764526 + Penalty 3439.900452 = -4801848.864074
  nChanged 1859
		SP:Iteration 10Q (57830.910000 sec): 3 clusters
  Score: Raw -4806933.315643 + Penalty 3439.900452 = -4803493.415191
  nChanged 1400
		SP:Iteration 11Q (57831.300000 sec): 3 clusters
  Score: Raw -4808220.892908 + Penalty 3439.900452 = -4804780.992456
  nChanged 871
		SP:Iteration 12Q (57831.700000 sec): 3 clusters
  Score: Raw -4809050.912033 + Penalty 3439.900452 = -4805611.011580
  nChanged 416
		SP:Iteration 13Q (57832.100000 sec): 3 clusters
  Score: Raw -4809467.317435 + Penalty 3439.900452 = -4806027.416983
  nChanged 164
		SP:Iteration 14Q (57832.500000 sec): 3 clusters
  Score: Raw -4809641.823476 + Penalty 3439.900452 = -4806201.923024
  nChanged 74
		SP:Iteration 15Q (57832.880000 sec): 3 clusters
  Score: Raw -4809741.273490 + Penalty 3439.900452 = -4806301.373038
  nChanged 39
		SP:Iteration 16Q (57833.210000 sec): 3 clusters
  Score: Raw -4809794.436561 + Penalty 3439.900452 = -4806354.536109
  nChanged 19
		SP:Iteration 17Q (57833.610000 sec): 3 clusters
  Score: Raw -4809825.088568 + Penalty 3439.900452 = -4806385.188116
  nChanged 14
		SP:Iteration 18Q (57834.000000 sec): 3 clusters
  Score: Raw -4809845.947613 + Penalty 3439.900452 = -4806406.047160
  nChanged 7
		SP:Iteration 19Q (57834.330000 sec): 3 clusters
  Score: Raw -4809856.526446 + Penalty 3439.900452 = -4806416.625994
  nChanged 6
		SP:Iteration 20F (57834.700000 sec): 3 clusters
  Score: Raw -4809863.661721 + Penalty 3439.900452 = -4806423.761269
  nChanged 6
		SP:Iteration 21Q (57835.070000 sec): 3 clusters
  Score: Raw -4809874.372137 + Penalty 3439.900452 = -4806434.471685
  nChanged 6
		SP:Iteration 22Q (57835.400000 sec): 3 clusters
  Score: Raw -4809885.711736 + Penalty 3439.900452 = -4806445.811284
  nChanged 3
		SP:Iteration 23Q (57835.760000 sec): 3 clusters
  Score: Raw -4809890.566856 + Penalty 3439.900452 = -4806450.666404
  nChanged 1
		SP:Iteration 24Q (57836.170000 sec): 3 clusters
  Score: Raw -4809892.267886 + Penalty 3439.900452 = -4806452.367433
  nChanged 1
		SP:Iteration 25Q (57836.570000 sec): 3 clusters
  Score: Raw -4809893.123465 + Penalty 3439.900452 = -4806453.223013
  nChanged 0
		SP:Iteration 26F (57836.990000 sec): 3 clusters
  Score: Raw -4809893.123465 + Penalty 3439.900452 = -4806453.223013
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57837.130000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57837.290000 sec): 3 clusters
  Score: Raw -11397.577292 + Penalty 1547.706529 = -9849.870763
  nChanged 12
		SP:Iteration 1F (57837.440000 sec): 3 clusters
  Score: Raw -11454.848099 + Penalty 1547.706529 = -9907.141570
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57837.630000 sec): 2 clusters
  Score: Raw -1650586.644069 + Penalty 1562.633378 = -1649024.010691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57837.890000 sec): 3 clusters
  Score: Raw -1641858.087848 + Penalty 3125.266755 = -1638732.821093
  nChanged 6615
		SP:Iteration 1F (57838.140000 sec): 3 clusters
  Score: Raw -1645922.131164 + Penalty 3125.266755 = -1642796.864409
  nChanged 1122
		SP:Iteration 2F (57838.470000 sec): 3 clusters
  Score: Raw -1646658.826043 + Penalty 3125.266755 = -1643533.559288
  nChanged 1134
		SP:Iteration 3F (57838.750000 sec): 3 clusters
  Score: Raw -1647414.443614 + Penalty 3125.266755 = -1644289.176859
  nChanged 1011
		SP:Iteration 4F (57838.970000 sec): 3 clusters
  Score: Raw -1647985.298879 + Penalty 3125.266755 = -1644860.032124
  nChanged 765
		SP:Iteration 5F (57839.260000 sec): 3 clusters
  Score: Raw -1648377.184989 + Penalty 3125.266755 = -1645251.918234
  nChanged 593
		SP:Iteration 6Q (57839.570000 sec): 3 clusters
  Score: Raw -1648664.549177 + Penalty 3125.266755 = -1645539.282422
  nChanged 504
		SP:Iteration 7Q (57839.830000 sec): 3 clusters
  Score: Raw -1648870.050880 + Penalty 3125.266755 = -1645744.784125
  nChanged 428
		SP:Iteration 8Q (57840.080000 sec): 3 clusters
  Score: Raw -1649012.943249 + Penalty 3125.266755 = -1645887.676494
  nChanged 335
		SP:Iteration 9Q (57840.340000 sec): 3 clusters
  Score: Raw -1649118.935017 + Penalty 3125.266755 = -1645993.668262
  nChanged 300
		SP:Iteration 10Q (57840.590000 sec): 3 clusters
  Score: Raw -1649217.385405 + Penalty 3125.266755 = -1646092.118649
  nChanged 291
		SP:Iteration 11Q (57840.850000 sec): 3 clusters
  Score: Raw -1649309.487365 + Penalty 3125.266755 = -1646184.220610
  nChanged 256
		SP:Iteration 12Q (57841.080000 sec): 3 clusters
  Score: Raw -1649398.436670 + Penalty 3125.266755 = -1646273.169915
  nChanged 255
		SP:Iteration 13Q (57841.320000 sec): 3 clusters
  Score: Raw -1649502.929058 + Penalty 3125.266755 = -1646377.662303
  nChanged 260
		SP:Iteration 14Q (57841.580000 sec): 3 clusters
  Score: Raw -1649600.966165 + Penalty 3125.266755 = -1646475.699410
  nChanged 233
		SP:Iteration 15Q (57841.880000 sec): 3 clusters
  Score: Raw -1649676.418518 + Penalty 3125.266755 = -1646551.151763
  nChanged 181
		SP:Iteration 16Q (57842.170000 sec): 3 clusters
  Score: Raw -1649717.616971 + Penalty 3125.266755 = -1646592.350216
  nChanged 138
		SP:Iteration 17Q (57842.430000 sec): 3 clusters
  Score: Raw -1649746.539792 + Penalty 3125.266755 = -1646621.273037
  nChanged 111
		SP:Iteration 18Q (57842.680000 sec): 3 clusters
  Score: Raw -1649772.627025 + Penalty 3125.266755 = -1646647.360270
  nChanged 92
		SP:Iteration 19Q (57842.950000 sec): 3 clusters
  Score: Raw -1649795.053980 + Penalty 3125.266755 = -1646669.787225
  nChanged 81
		SP:Iteration 20F (57843.180000 sec): 3 clusters
  Score: Raw -1649811.271598 + Penalty 3125.266755 = -1646686.004843
  nChanged 78
		SP:Iteration 21Q (57843.530000 sec): 3 clusters
  Score: Raw -1649824.085710 + Penalty 3125.266755 = -1646698.818955
  nChanged 71
		SP:Iteration 22Q (57843.760000 sec): 3 clusters
  Score: Raw -1649836.477912 + Penalty 3125.266755 = -1646711.211157
  nChanged 77
		SP:Iteration 23Q (57844.040000 sec): 3 clusters
  Score: Raw -1649851.381847 + Penalty 3125.266755 = -1646726.115092
  nChanged 74
		SP:Iteration 24Q (57844.300000 sec): 3 clusters
  Score: Raw -1649865.589123 + Penalty 3125.266755 = -1646740.322368
  nChanged 66
		SP:Iteration 25Q (57844.600000 sec): 3 clusters
  Score: Raw -1649877.610251 + Penalty 3125.266755 = -1646752.343496
  nChanged 61
		SP:Iteration 26Q (57844.880000 sec): 3 clusters
  Score: Raw -1649885.350370 + Penalty 3125.266755 = -1646760.083615
  nChanged 37
		SP:Iteration 27Q (57845.130000 sec): 3 clusters
  Score: Raw -1649890.129609 + Penalty 3125.266755 = -1646764.862854
  nChanged 37
		SP:Iteration 28Q (57845.460000 sec): 3 clusters
  Score: Raw -1649894.706891 + Penalty 3125.266755 = -1646769.440136
  nChanged 41
		SP:Iteration 29Q (57845.740000 sec): 3 clusters
  Score: Raw -1649899.775664 + Penalty 3125.266755 = -1646774.508909
  nChanged 35
		SP:Iteration 30Q (57846.020000 sec): 3 clusters
  Score: Raw -1649904.160458 + Penalty 3125.266755 = -1646778.893703
  nChanged 33
		SP:Iteration 31Q (57846.310000 sec): 3 clusters
  Score: Raw -1649907.609688 + Penalty 3125.266755 = -1646782.342933
  nChanged 30
		SP:Iteration 32Q (57846.600000 sec): 3 clusters
  Score: Raw -1649910.841039 + Penalty 3125.266755 = -1646785.574284
  nChanged 32
		SP:Iteration 33Q (57846.870000 sec): 3 clusters
  Score: Raw -1649913.819573 + Penalty 3125.266755 = -1646788.552818
  nChanged 28
		SP:Iteration 34Q (57847.110000 sec): 3 clusters
  Score: Raw -1649916.848949 + Penalty 3125.266755 = -1646791.582194
  nChanged 24
		SP:Iteration 35Q (57847.370000 sec): 3 clusters
  Score: Raw -1649919.013020 + Penalty 3125.266755 = -1646793.746265
  nChanged 17
		SP:Iteration 36Q (57847.720000 sec): 3 clusters
  Score: Raw -1649919.937792 + Penalty 3125.266755 = -1646794.671037
  nChanged 14
		SP:Iteration 37Q (57847.940000 sec): 3 clusters
  Score: Raw -1649921.095602 + Penalty 3125.266755 = -1646795.828847
  nChanged 18
		SP:Iteration 38Q (57848.240000 sec): 3 clusters
  Score: Raw -1649922.368000 + Penalty 3125.266755 = -1646797.101245
  nChanged 14
		SP:Iteration 39Q (57848.500000 sec): 3 clusters
  Score: Raw -1649923.393256 + Penalty 3125.266755 = -1646798.126501
  nChanged 18
		SP:Iteration 40F (57848.770000 sec): 3 clusters
  Score: Raw -1649925.150924 + Penalty 3125.266755 = -1646799.884169
  nChanged 18
		SP:Iteration 41Q (57849.040000 sec): 3 clusters
  Score: Raw -1649926.801529 + Penalty 3125.266755 = -1646801.534774
  nChanged 17
		SP:Iteration 42Q (57849.380000 sec): 3 clusters
  Score: Raw -1649928.066582 + Penalty 3125.266755 = -1646802.799827
  nChanged 17
		SP:Iteration 43Q (57849.670000 sec): 3 clusters
  Score: Raw -1649929.056857 + Penalty 3125.266755 = -1646803.790102
  nChanged 12
		SP:Iteration 44Q (57849.920000 sec): 3 clusters
  Score: Raw -1649929.645711 + Penalty 3125.266755 = -1646804.378956
  nChanged 11
		SP:Iteration 45Q (57850.180000 sec): 3 clusters
  Score: Raw -1649930.402338 + Penalty 3125.266755 = -1646805.135583
  nChanged 9
		SP:Iteration 46Q (57850.460000 sec): 3 clusters
  Score: Raw -1649930.884580 + Penalty 3125.266755 = -1646805.617825
  nChanged 7
		SP:Iteration 47Q (57850.760000 sec): 3 clusters
  Score: Raw -1649931.536418 + Penalty 3125.266755 = -1646806.269663
  nChanged 8
		SP:Iteration 48Q (57850.980000 sec): 3 clusters
  Score: Raw -1649932.011180 + Penalty 3125.266755 = -1646806.744425
  nChanged 7
		SP:Iteration 49Q (57851.230000 sec): 3 clusters
  Score: Raw -1649932.347956 + Penalty 3125.266755 = -1646807.081201
  nChanged 6
		SP:Iteration 50Q (57851.500000 sec): 3 clusters
  Score: Raw -1649932.645001 + Penalty 3125.266755 = -1646807.378246
  nChanged 7
		SP:Iteration 51Q (57851.790000 sec): 3 clusters
  Score: Raw -1649932.982428 + Penalty 3125.266755 = -1646807.715673
  nChanged 6
		SP:Iteration 52Q (57852.050000 sec): 3 clusters
  Score: Raw -1649933.377938 + Penalty 3125.266755 = -1646808.111183
  nChanged 10
		SP:Iteration 53Q (57852.270000 sec): 3 clusters
  Score: Raw -1649934.201110 + Penalty 3125.266755 = -1646808.934355
  nChanged 8
		SP:Iteration 54Q (57852.550000 sec): 3 clusters
  Score: Raw -1649934.699172 + Penalty 3125.266755 = -1646809.432417
  nChanged 9
		SP:Iteration 55Q (57852.780000 sec): 3 clusters
  Score: Raw -1649936.092967 + Penalty 3125.266755 = -1646810.826212
  nChanged 18
		SP:Iteration 56Q (57853.040000 sec): 3 clusters
  Score: Raw -1649938.190165 + Penalty 3125.266755 = -1646812.923410
  nChanged 18
		SP:Iteration 57Q (57853.320000 sec): 3 clusters
  Score: Raw -1649939.991061 + Penalty 3125.266755 = -1646814.724306
  nChanged 18
		SP:Iteration 58Q (57853.580000 sec): 3 clusters
  Score: Raw -1649941.593945 + Penalty 3125.266755 = -1646816.327190
  nChanged 22
		SP:Iteration 59Q (57853.840000 sec): 3 clusters
  Score: Raw -1649943.477129 + Penalty 3125.266755 = -1646818.210374
  nChanged 17
		SP:Iteration 60F (57854.070000 sec): 3 clusters
  Score: Raw -1649945.412384 + Penalty 3125.266755 = -1646820.145629
  nChanged 20
		SP:Iteration 61Q (57854.340000 sec): 3 clusters
  Score: Raw -1649947.146190 + Penalty 3125.266755 = -1646821.879435
  nChanged 16
		SP:Iteration 62Q (57854.570000 sec): 3 clusters
  Score: Raw -1649948.594163 + Penalty 3125.266755 = -1646823.327408
  nChanged 19
		SP:Iteration 63Q (57854.790000 sec): 3 clusters
  Score: Raw -1649950.653163 + Penalty 3125.266755 = -1646825.386408
  nChanged 20
		SP:Iteration 64Q (57855.040000 sec): 3 clusters
  Score: Raw -1649953.497257 + Penalty 3125.266755 = -1646828.230502
  nChanged 20
		SP:Iteration 65Q (57855.260000 sec): 3 clusters
  Score: Raw -1649956.738446 + Penalty 3125.266755 = -1646831.471691
  nChanged 34
		SP:Iteration 66Q (57855.570000 sec): 3 clusters
  Score: Raw -1649961.758575 + Penalty 3125.266755 = -1646836.491820
  nChanged 38
		SP:Iteration 67Q (57855.810000 sec): 3 clusters
  Score: Raw -1649967.136866 + Penalty 3125.266755 = -1646841.870111
  nChanged 41
		SP:Iteration 68Q (57856.020000 sec): 3 clusters
  Score: Raw -1649971.611170 + Penalty 3125.266755 = -1646846.344415
  nChanged 28
		SP:Iteration 69Q (57856.300000 sec): 3 clusters
  Score: Raw -1649974.370927 + Penalty 3125.266755 = -1646849.104172
  nChanged 26
		SP:Iteration 70Q (57856.570000 sec): 3 clusters
  Score: Raw -1649977.289989 + Penalty 3125.266755 = -1646852.023234
  nChanged 25
		SP:Iteration 71Q (57856.840000 sec): 3 clusters
  Score: Raw -1649980.081966 + Penalty 3125.266755 = -1646854.815211
  nChanged 29
		SP:Iteration 72Q (57857.170000 sec): 3 clusters
  Score: Raw -1649982.979362 + Penalty 3125.266755 = -1646857.712607
  nChanged 29
		SP:Iteration 73Q (57857.410000 sec): 3 clusters
  Score: Raw -1649986.107074 + Penalty 3125.266755 = -1646860.840319
  nChanged 26
		SP:Iteration 74Q (57857.690000 sec): 3 clusters
  Score: Raw -1649989.072981 + Penalty 3125.266755 = -1646863.806226
  nChanged 26
		SP:Iteration 75Q (57858.020000 sec): 3 clusters
  Score: Raw -1649991.670172 + Penalty 3125.266755 = -1646866.403417
  nChanged 23
		SP:Iteration 76Q (57858.250000 sec): 3 clusters
  Score: Raw -1649993.697436 + Penalty 3125.266755 = -1646868.430681
  nChanged 22
		SP:Iteration 77Q (57858.570000 sec): 3 clusters
  Score: Raw -1649995.959691 + Penalty 3125.266755 = -1646870.692936
  nChanged 22
		SP:Iteration 78Q (57858.810000 sec): 3 clusters
  Score: Raw -1649998.118730 + Penalty 3125.266755 = -1646872.851975
  nChanged 17
		SP:Iteration 79Q (57859.040000 sec): 3 clusters
  Score: Raw -1650000.335974 + Penalty 3125.266755 = -1646875.069219
  nChanged 21
		SP:Iteration 80F (57859.240000 sec): 3 clusters
  Score: Raw -1650002.388771 + Penalty 3125.266755 = -1646877.122016
  nChanged 18
		SP:Iteration 81Q (57859.470000 sec): 3 clusters
  Score: Raw -1650004.438776 + Penalty 3125.266755 = -1646879.172021
  nChanged 21
		SP:Iteration 82Q (57859.720000 sec): 3 clusters
  Score: Raw -1650007.282961 + Penalty 3125.266755 = -1646882.016206
  nChanged 22
		SP:Iteration 83Q (57859.990000 sec): 3 clusters
  Score: Raw -1650009.666218 + Penalty 3125.266755 = -1646884.399463
  nChanged 21
		SP:Iteration 84Q (57860.230000 sec): 3 clusters
  Score: Raw -1650012.279938 + Penalty 3125.266755 = -1646887.013183
  nChanged 20
		SP:Iteration 85Q (57860.530000 sec): 3 clusters
  Score: Raw -1650014.367725 + Penalty 3125.266755 = -1646889.100970
  nChanged 16
		SP:Iteration 86Q (57860.740000 sec): 3 clusters
  Score: Raw -1650016.083882 + Penalty 3125.266755 = -1646890.817127
  nChanged 21
		SP:Iteration 87Q (57861.030000 sec): 3 clusters
  Score: Raw -1650018.585986 + Penalty 3125.266755 = -1646893.319231
  nChanged 20
		SP:Iteration 88Q (57861.310000 sec): 3 clusters
  Score: Raw -1650020.635567 + Penalty 3125.266755 = -1646895.368811
  nChanged 23
		SP:Iteration 89Q (57861.540000 sec): 3 clusters
  Score: Raw -1650023.329562 + Penalty 3125.266755 = -1646898.062807
  nChanged 28
		SP:Iteration 90Q (57861.830000 sec): 3 clusters
  Score: Raw -1650026.545316 + Penalty 3125.266755 = -1646901.278561
  nChanged 24
		SP:Iteration 91Q (57862.070000 sec): 3 clusters
  Score: Raw -1650028.461445 + Penalty 3125.266755 = -1646903.194690
  nChanged 20
		SP:Iteration 92Q (57862.330000 sec): 3 clusters
  Score: Raw -1650030.432528 + Penalty 3125.266755 = -1646905.165773
  nChanged 23
		SP:Iteration 93Q (57862.570000 sec): 3 clusters
  Score: Raw -1650032.960565 + Penalty 3125.266755 = -1646907.693810
  nChanged 25
		SP:Iteration 94Q (57862.830000 sec): 3 clusters
  Score: Raw -1650035.289167 + Penalty 3125.266755 = -1646910.022412
  nChanged 20
		SP:Iteration 95Q (57863.070000 sec): 3 clusters
  Score: Raw -1650037.357937 + Penalty 3125.266755 = -1646912.091182
  nChanged 14
		SP:Iteration 96Q (57863.350000 sec): 3 clusters
  Score: Raw -1650038.514272 + Penalty 3125.266755 = -1646913.247517
  nChanged 14
		SP:Iteration 97Q (57863.590000 sec): 3 clusters
  Score: Raw -1650039.725375 + Penalty 3125.266755 = -1646914.458620
  nChanged 13
		SP:Iteration 98Q (57863.840000 sec): 3 clusters
  Score: Raw -1650041.092301 + Penalty 3125.266755 = -1646915.825546
  nChanged 17
		SP:Iteration 99Q (57864.090000 sec): 3 clusters
  Score: Raw -1650043.131373 + Penalty 3125.266755 = -1646917.864618
  nChanged 16
		SP:Iteration 100F (57864.340000 sec): 3 clusters
  Score: Raw -1650044.728616 + Penalty 3125.266755 = -1646919.461861
  nChanged 16
		SP:Iteration 101Q (57864.600000 sec): 3 clusters
  Score: Raw -1650046.109947 + Penalty 3125.266755 = -1646920.843192
  nChanged 19
		SP:Iteration 102Q (57864.850000 sec): 3 clusters
  Score: Raw -1650048.184720 + Penalty 3125.266755 = -1646922.917965
  nChanged 17
		SP:Iteration 103Q (57865.080000 sec): 3 clusters
  Score: Raw -1650050.026063 + Penalty 3125.266755 = -1646924.759308
  nChanged 23
		SP:Iteration 104Q (57865.310000 sec): 3 clusters
  Score: Raw -1650051.903463 + Penalty 3125.266755 = -1646926.636708
  nChanged 22
		SP:Iteration 105Q (57865.600000 sec): 3 clusters
  Score: Raw -1650054.058803 + Penalty 3125.266755 = -1646928.792048
  nChanged 26
		SP:Iteration 106Q (57865.810000 sec): 3 clusters
  Score: Raw -1650057.405656 + Penalty 3125.266755 = -1646932.138901
  nChanged 27
		SP:Iteration 107Q (57866.080000 sec): 3 clusters
  Score: Raw -1650060.308758 + Penalty 3125.266755 = -1646935.042003
  nChanged 29
		SP:Iteration 108Q (57866.370000 sec): 3 clusters
  Score: Raw -1650064.326951 + Penalty 3125.266755 = -1646939.060196
  nChanged 27
		SP:Iteration 109Q (57866.580000 sec): 3 clusters
  Score: Raw -1650067.524056 + Penalty 3125.266755 = -1646942.257301
  nChanged 34
		SP:Iteration 110Q (57866.840000 sec): 3 clusters
  Score: Raw -1650072.758460 + Penalty 3125.266755 = -1646947.491705
  nChanged 32
		SP:Iteration 111Q (57867.070000 sec): 3 clusters
  Score: Raw -1650076.856165 + Penalty 3125.266755 = -1646951.589410
  nChanged 38
		SP:Iteration 112Q (57867.370000 sec): 3 clusters
  Score: Raw -1650082.838122 + Penalty 3125.266755 = -1646957.571367
  nChanged 39
		SP:Iteration 113Q (57867.630000 sec): 3 clusters
  Score: Raw -1650088.281533 + Penalty 3125.266755 = -1646963.014778
  nChanged 38
		SP:Iteration 114Q (57867.950000 sec): 3 clusters
  Score: Raw -1650093.139741 + Penalty 3125.266755 = -1646967.872986
  nChanged 38
		SP:Iteration 115Q (57868.220000 sec): 3 clusters
  Score: Raw -1650098.300908 + Penalty 3125.266755 = -1646973.034153
  nChanged 40
		SP:Iteration 116Q (57868.520000 sec): 3 clusters
  Score: Raw -1650102.867407 + Penalty 3125.266755 = -1646977.600651
  nChanged 37
		SP:Iteration 117Q (57868.800000 sec): 3 clusters
  Score: Raw -1650106.846633 + Penalty 3125.266755 = -1646981.579878
  nChanged 29
		SP:Iteration 118Q (57869.090000 sec): 3 clusters
  Score: Raw -1650109.800881 + Penalty 3125.266755 = -1646984.534126
  nChanged 27
		SP:Iteration 119Q (57869.370000 sec): 3 clusters
  Score: Raw -1650112.836877 + Penalty 3125.266755 = -1646987.570122
  nChanged 27
		SP:Iteration 120F (57869.620000 sec): 3 clusters
  Score: Raw -1650115.540954 + Penalty 3125.266755 = -1646990.274198
  nChanged 27
		SP:Iteration 121Q (57869.890000 sec): 3 clusters
  Score: Raw -1650118.731497 + Penalty 3125.266755 = -1646993.464742
  nChanged 33
		SP:Iteration 122Q (57870.160000 sec): 3 clusters
  Score: Raw -1650124.059786 + Penalty 3125.266755 = -1646998.793031
  nChanged 39
		SP:Iteration 123Q (57870.370000 sec): 3 clusters
  Score: Raw -1650130.042059 + Penalty 3125.266755 = -1647004.775304
  nChanged 46
		SP:Iteration 124Q (57870.690000 sec): 3 clusters
  Score: Raw -1650138.401826 + Penalty 3125.266755 = -1647013.135071
  nChanged 61
		SP:Iteration 125Q (57870.920000 sec): 3 clusters
  Score: Raw -1650149.476991 + Penalty 3125.266755 = -1647024.210236
  nChanged 68
		SP:Iteration 126Q (57871.250000 sec): 3 clusters
  Score: Raw -1650166.344588 + Penalty 3125.266755 = -1647041.077833
  nChanged 63
		SP:Iteration 127Q (57871.550000 sec): 3 clusters
  Score: Raw -1650179.393583 + Penalty 3125.266755 = -1647054.126828
  nChanged 68
		SP:Iteration 128Q (57871.780000 sec): 3 clusters
  Score: Raw -1650192.695750 + Penalty 3125.266755 = -1647067.428995
  nChanged 69
		SP:Iteration 129Q (57872.050000 sec): 3 clusters
  Score: Raw -1650207.020427 + Penalty 3125.266755 = -1647081.753672
  nChanged 70
		SP:Iteration 130Q (57872.320000 sec): 3 clusters
  Score: Raw -1650223.318040 + Penalty 3125.266755 = -1647098.051285
  nChanged 75
		SP:Iteration 131Q (57872.560000 sec): 3 clusters
  Score: Raw -1650243.973318 + Penalty 3125.266755 = -1647118.706563
  nChanged 86
		SP:Iteration 132Q (57872.830000 sec): 3 clusters
  Score: Raw -1650267.960790 + Penalty 3125.266755 = -1647142.694035
  nChanged 90
		SP:Iteration 133Q (57873.120000 sec): 3 clusters
  Score: Raw -1650291.410973 + Penalty 3125.266755 = -1647166.144218
  nChanged 96
		SP:Iteration 134Q (57873.350000 sec): 3 clusters
  Score: Raw -1650319.969897 + Penalty 3125.266755 = -1647194.703142
  nChanged 116
		SP:Iteration 135Q (57873.580000 sec): 3 clusters
  Score: Raw -1650357.342317 + Penalty 3125.266755 = -1647232.075561
  nChanged 116
		SP:Iteration 136Q (57873.870000 sec): 3 clusters
  Score: Raw -1650401.122591 + Penalty 3125.266755 = -1647275.855836
  nChanged 141
		SP:Iteration 137Q (57874.180000 sec): 3 clusters
  Score: Raw -1650452.946488 + Penalty 3125.266755 = -1647327.679733
  nChanged 126
		SP:Iteration 138Q (57874.450000 sec): 3 clusters
  Score: Raw -1650500.954958 + Penalty 3125.266755 = -1647375.688203
  nChanged 143
		SP:Iteration 139Q (57874.670000 sec): 3 clusters
  Score: Raw -1650557.965339 + Penalty 3125.266755 = -1647432.698584
  nChanged 139
		SP:Iteration 140F (57874.990000 sec): 3 clusters
  Score: Raw -1650613.930629 + Penalty 3125.266755 = -1647488.663873
  nChanged 134
		SP:Iteration 141Q (57875.240000 sec): 3 clusters
  Score: Raw -1650667.976347 + Penalty 3125.266755 = -1647542.709592
  nChanged 109
		SP:Iteration 142Q (57875.500000 sec): 3 clusters
  Score: Raw -1650715.543855 + Penalty 3125.266755 = -1647590.277100
  nChanged 106
		SP:Iteration 143Q (57875.780000 sec): 3 clusters
  Score: Raw -1650755.693529 + Penalty 3125.266755 = -1647630.426774
  nChanged 92
		SP:Iteration 144Q (57876.060000 sec): 3 clusters
  Score: Raw -1650788.436772 + Penalty 3125.266755 = -1647663.170017
  nChanged 82
		SP:Iteration 145Q (57876.320000 sec): 3 clusters
  Score: Raw -1650822.447521 + Penalty 3125.266755 = -1647697.180766
  nChanged 83
		SP:Iteration 146Q (57876.560000 sec): 3 clusters
  Score: Raw -1650861.420491 + Penalty 3125.266755 = -1647736.153736
  nChanged 69
		SP:Iteration 147Q (57876.820000 sec): 3 clusters
  Score: Raw -1650885.835829 + Penalty 3125.266755 = -1647760.569074
  nChanged 51
		SP:Iteration 148Q (57877.080000 sec): 3 clusters
  Score: Raw -1650901.610050 + Penalty 3125.266755 = -1647776.343294
  nChanged 48
		SP:Iteration 149Q (57877.310000 sec): 3 clusters
  Score: Raw -1650921.939708 + Penalty 3125.266755 = -1647796.672953
  nChanged 47
		SP:Iteration 150Q (57877.610000 sec): 3 clusters
  Score: Raw -1650940.734601 + Penalty 3125.266755 = -1647815.467846
  nChanged 52
		SP:Iteration 151Q (57877.950000 sec): 3 clusters
  Score: Raw -1650963.551476 + Penalty 3125.266755 = -1647838.284721
  nChanged 52
		SP:Iteration 152Q (57878.160000 sec): 3 clusters
  Score: Raw -1650984.062999 + Penalty 3125.266755 = -1647858.796244
  nChanged 55
		SP:Iteration 153Q (57878.440000 sec): 3 clusters
  Score: Raw -1651008.012613 + Penalty 3125.266755 = -1647882.745858
  nChanged 53
		SP:Iteration 154Q (57878.740000 sec): 3 clusters
  Score: Raw -1651028.772462 + Penalty 3125.266755 = -1647903.505707
  nChanged 35
		SP:Iteration 155Q (57878.980000 sec): 3 clusters
  Score: Raw -1651040.465253 + Penalty 3125.266755 = -1647915.198498
  nChanged 26
		SP:Iteration 156Q (57879.280000 sec): 3 clusters
  Score: Raw -1651049.784789 + Penalty 3125.266755 = -1647924.518034
  nChanged 30
		SP:Iteration 157Q (57879.520000 sec): 3 clusters
  Score: Raw -1651059.633366 + Penalty 3125.266755 = -1647934.366611
  nChanged 28
		SP:Iteration 158Q (57879.820000 sec): 3 clusters
  Score: Raw -1651066.404716 + Penalty 3125.266755 = -1647941.137961
  nChanged 19
		SP:Iteration 159Q (57880.080000 sec): 3 clusters
  Score: Raw -1651071.484318 + Penalty 3125.266755 = -1647946.217563
  nChanged 11
		SP:Iteration 160F (57880.340000 sec): 3 clusters
  Score: Raw -1651074.260473 + Penalty 3125.266755 = -1647948.993718
  nChanged 11
		SP:Iteration 161Q (57880.600000 sec): 3 clusters
  Score: Raw -1651077.433049 + Penalty 3125.266755 = -1647952.166294
  nChanged 15
		SP:Iteration 162Q (57880.860000 sec): 3 clusters
  Score: Raw -1651081.527426 + Penalty 3125.266755 = -1647956.260671
  nChanged 13
		SP:Iteration 163Q (57881.150000 sec): 3 clusters
  Score: Raw -1651084.772833 + Penalty 3125.266755 = -1647959.506078
  nChanged 10
		SP:Iteration 164Q (57881.410000 sec): 3 clusters
  Score: Raw -1651087.089866 + Penalty 3125.266755 = -1647961.823111
  nChanged 11
		SP:Iteration 165Q (57881.620000 sec): 3 clusters
  Score: Raw -1651089.838294 + Penalty 3125.266755 = -1647964.571539
  nChanged 6
		SP:Iteration 166Q (57881.860000 sec): 3 clusters
  Score: Raw -1651091.350746 + Penalty 3125.266755 = -1647966.083991
  nChanged 6
		SP:Iteration 167Q (57882.170000 sec): 3 clusters
  Score: Raw -1651093.323202 + Penalty 3125.266755 = -1647968.056447
  nChanged 11
		SP:Iteration 168Q (57882.430000 sec): 3 clusters
  Score: Raw -1651096.536429 + Penalty 3125.266755 = -1647971.269674
  nChanged 5
		SP:Iteration 169Q (57882.680000 sec): 3 clusters
  Score: Raw -1651098.006394 + Penalty 3125.266755 = -1647972.739639
  nChanged 7
		SP:Iteration 170Q (57882.990000 sec): 3 clusters
  Score: Raw -1651099.385640 + Penalty 3125.266755 = -1647974.118885
  nChanged 6
		SP:Iteration 171Q (57883.220000 sec): 3 clusters
  Score: Raw -1651100.528933 + Penalty 3125.266755 = -1647975.262178
  nChanged 7
		SP:Iteration 172Q (57883.430000 sec): 3 clusters
  Score: Raw -1651102.096994 + Penalty 3125.266755 = -1647976.830239
  nChanged 4
		SP:Iteration 173Q (57883.750000 sec): 3 clusters
  Score: Raw -1651102.825363 + Penalty 3125.266755 = -1647977.558608
  nChanged 4
		SP:Iteration 174Q (57884.010000 sec): 3 clusters
  Score: Raw -1651103.395948 + Penalty 3125.266755 = -1647978.129193
  nChanged 7
		SP:Iteration 175Q (57884.270000 sec): 3 clusters
  Score: Raw -1651104.817040 + Penalty 3125.266755 = -1647979.550285
  nChanged 4
		SP:Iteration 176Q (57884.480000 sec): 3 clusters
  Score: Raw -1651105.733041 + Penalty 3125.266755 = -1647980.466286
  nChanged 1
		SP:Iteration 177Q (57884.710000 sec): 3 clusters
  Score: Raw -1651106.138405 + Penalty 3125.266755 = -1647980.871650
  nChanged 0
		SP:Iteration 178F (57884.990000 sec): 3 clusters
  Score: Raw -1651106.138405 + Penalty 3125.266755 = -1647980.871650
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57885.130000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57885.290000 sec): 3 clusters
  Score: Raw -68857.066891 + Penalty 2068.543996 = -66788.522895
  nChanged 142
		SP:Iteration 1F (57885.470000 sec): 3 clusters
  Score: Raw -69211.747377 + Penalty 2068.543996 = -67143.203381
  nChanged 56
		SP:Iteration 2F (57885.610000 sec): 3 clusters
  Score: Raw -69393.095032 + Penalty 2068.543996 = -67324.551036
  nChanged 41
		SP:Iteration 3F (57885.790000 sec): 3 clusters
  Score: Raw -69485.260824 + Penalty 2068.543996 = -67416.716828
  nChanged 31
		SP:Iteration 4F (57885.940000 sec): 3 clusters
  Score: Raw -69559.106867 + Penalty 2068.543996 = -67490.562871
  nChanged 24
		SP:Iteration 5Q (57886.130000 sec): 3 clusters
  Score: Raw -69615.111474 + Penalty 2068.543996 = -67546.567478
  nChanged 10
		SP:Iteration 6Q (57886.270000 sec): 3 clusters
  Score: Raw -69638.344222 + Penalty 2068.543996 = -67569.800226
  nChanged 3
		SP:Iteration 7Q (57886.410000 sec): 3 clusters
  Score: Raw -69643.115721 + Penalty 2068.543996 = -67574.571725
  nChanged 2
		SP:Iteration 8Q (57886.550000 sec): 3 clusters
  Score: Raw -69648.892513 + Penalty 2068.543996 = -67580.348517
  nChanged 2
		SP:Iteration 9Q (57886.770000 sec): 3 clusters
  Score: Raw -69657.887413 + Penalty 2068.543996 = -67589.343417
  nChanged 2
		SP:Iteration 10Q (57886.940000 sec): 3 clusters
  Score: Raw -69661.936774 + Penalty 2068.543996 = -67593.392778
  nChanged 2
		SP:Iteration 11Q (57887.090000 sec): 3 clusters
  Score: Raw -69664.639031 + Penalty 2068.543996 = -67596.095035
  nChanged 1
		SP:Iteration 12Q (57887.250000 sec): 3 clusters
  Score: Raw -69665.969663 + Penalty 2068.543996 = -67597.425667
  nChanged 0
		SP:Iteration 13F (57887.490000 sec): 3 clusters
  Score: Raw -69665.969663 + Penalty 2068.543996 = -67597.425667
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 59 (5481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57887.610000 sec): 2 clusters
  Score: Raw -639816.173880 + Penalty 1398.969462 = -638417.204417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57887.810000 sec): 3 clusters
  Score: Raw -636956.555847 + Penalty 2797.938925 = -634158.616922
  nChanged 2221
		SP:Iteration 1F (57888.030000 sec): 3 clusters
  Score: Raw -638140.497704 + Penalty 2797.938925 = -635342.558779
  nChanged 329
		SP:Iteration 2F (57888.240000 sec): 3 clusters
  Score: Raw -638310.006368 + Penalty 2797.938925 = -635512.067443
  nChanged 304
		SP:Iteration 3F (57888.450000 sec): 3 clusters
  Score: Raw -638483.653642 + Penalty 2797.938925 = -635685.714718
  nChanged 280
		SP:Iteration 4F (57888.610000 sec): 3 clusters
  Score: Raw -638681.119909 + Penalty 2797.938925 = -635883.180984
  nChanged 297
		SP:Iteration 5F (57888.800000 sec): 3 clusters
  Score: Raw -638894.854084 + Penalty 2797.938925 = -636096.915159
  nChanged 286
		SP:Iteration 6F (57889.010000 sec): 3 clusters
  Score: Raw -639077.731779 + Penalty 2797.938925 = -636279.792854
  nChanged 252
		SP:Iteration 7Q (57889.240000 sec): 3 clusters
  Score: Raw -639230.602879 + Penalty 2797.938925 = -636432.663954
  nChanged 230
		SP:Iteration 8Q (57889.490000 sec): 3 clusters
  Score: Raw -639381.590538 + Penalty 2797.938925 = -636583.651613
  nChanged 221
		SP:Iteration 9Q (57889.710000 sec): 3 clusters
  Score: Raw -639556.145454 + Penalty 2797.938925 = -636758.206530
  nChanged 197
		SP:Iteration 10Q (57889.910000 sec): 3 clusters
  Score: Raw -639713.459815 + Penalty 2797.938925 = -636915.520891
  nChanged 156
		SP:Iteration 11Q (57890.190000 sec): 3 clusters
  Score: Raw -639845.673022 + Penalty 2797.938925 = -637047.734097
  nChanged 118
		SP:Iteration 12Q (57890.410000 sec): 3 clusters
  Score: Raw -639946.958431 + Penalty 2797.938925 = -637149.019506
  nChanged 89
		SP:Iteration 13Q (57890.640000 sec): 3 clusters
  Score: Raw -640015.719141 + Penalty 2797.938925 = -637217.780217
  nChanged 68
		SP:Iteration 14Q (57890.880000 sec): 3 clusters
  Score: Raw -640073.284488 + Penalty 2797.938925 = -637275.345563
  nChanged 54
		SP:Iteration 15Q (57891.090000 sec): 3 clusters
  Score: Raw -640108.486949 + Penalty 2797.938925 = -637310.548025
  nChanged 40
		SP:Iteration 16Q (57891.300000 sec): 3 clusters
  Score: Raw -640134.791756 + Penalty 2797.938925 = -637336.852832
  nChanged 35
		SP:Iteration 17Q (57891.470000 sec): 3 clusters
  Score: Raw -640164.586662 + Penalty 2797.938925 = -637366.647738
  nChanged 36
		SP:Iteration 18Q (57891.680000 sec): 3 clusters
  Score: Raw -640192.869421 + Penalty 2797.938925 = -637394.930496
  nChanged 40
		SP:Iteration 19Q (57891.870000 sec): 3 clusters
  Score: Raw -640233.138961 + Penalty 2797.938925 = -637435.200036
  nChanged 38
		SP:Iteration 20F (57892.100000 sec): 3 clusters
  Score: Raw -640272.844159 + Penalty 2797.938925 = -637474.905234
  nChanged 32
		SP:Iteration 21Q (57892.340000 sec): 3 clusters
  Score: Raw -640299.281042 + Penalty 2797.938925 = -637501.342117
  nChanged 20
		SP:Iteration 22Q (57892.560000 sec): 3 clusters
  Score: Raw -640311.435222 + Penalty 2797.938925 = -637513.496297
  nChanged 12
		SP:Iteration 23Q (57892.760000 sec): 3 clusters
  Score: Raw -640318.405918 + Penalty 2797.938925 = -637520.466994
  nChanged 10
		SP:Iteration 24Q (57892.980000 sec): 3 clusters
  Score: Raw -640326.283668 + Penalty 2797.938925 = -637528.344743
  nChanged 10
		SP:Iteration 25Q (57893.190000 sec): 3 clusters
  Score: Raw -640334.420841 + Penalty 2797.938925 = -637536.481916
  nChanged 10
		SP:Iteration 26Q (57893.450000 sec): 3 clusters
  Score: Raw -640346.075090 + Penalty 2797.938925 = -637548.136165
  nChanged 13
		SP:Iteration 27Q (57893.640000 sec): 3 clusters
  Score: Raw -640355.174676 + Penalty 2797.938925 = -637557.235751
  nChanged 9
		SP:Iteration 28Q (57893.820000 sec): 3 clusters
  Score: Raw -640361.258267 + Penalty 2797.938925 = -637563.319342
  nChanged 8
		SP:Iteration 29Q (57894.020000 sec): 3 clusters
  Score: Raw -640366.421949 + Penalty 2797.938925 = -637568.483024
  nChanged 5
		SP:Iteration 30Q (57894.240000 sec): 3 clusters
  Score: Raw -640370.543817 + Penalty 2797.938925 = -637572.604892
  nChanged 5
		SP:Iteration 31Q (57894.460000 sec): 3 clusters
  Score: Raw -640373.449112 + Penalty 2797.938925 = -637575.510187
  nChanged 6
		SP:Iteration 32Q (57894.660000 sec): 3 clusters
  Score: Raw -640375.960303 + Penalty 2797.938925 = -637578.021378
  nChanged 5
		SP:Iteration 33Q (57894.910000 sec): 3 clusters
  Score: Raw -640379.279962 + Penalty 2797.938925 = -637581.341037
  nChanged 3
		SP:Iteration 34Q (57895.170000 sec): 3 clusters
  Score: Raw -640382.492514 + Penalty 2797.938925 = -637584.553590
  nChanged 3
		SP:Iteration 35Q (57895.380000 sec): 3 clusters
  Score: Raw -640383.838693 + Penalty 2797.938925 = -637585.899768
  nChanged 1
		SP:Iteration 36Q (57895.610000 sec): 3 clusters
  Score: Raw -640384.392926 + Penalty 2797.938925 = -637586.454002
  nChanged 1
		SP:Iteration 37Q (57895.820000 sec): 3 clusters
  Score: Raw -640385.187535 + Penalty 2797.938925 = -637587.248610
  nChanged 1
		SP:Iteration 38Q (57895.970000 sec): 3 clusters
  Score: Raw -640386.299171 + Penalty 2797.938925 = -637588.360246
  nChanged 0
		SP:Iteration 39F (57896.200000 sec): 3 clusters
  Score: Raw -640386.299171 + Penalty 2797.938925 = -637588.360246
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (4130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57896.340000 sec): 2 clusters
  Score: Raw -459740.862174 + Penalty 1352.980311 = -458387.881863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57896.530000 sec): 3 clusters
  Score: Raw -457643.168364 + Penalty 2705.960623 = -454937.207741
  nChanged 1664
		SP:Iteration 1F (57896.760000 sec): 3 clusters
  Score: Raw -458624.087770 + Penalty 2705.960623 = -455918.127147
  nChanged 339
		SP:Iteration 2F (57896.970000 sec): 3 clusters
  Score: Raw -458822.060803 + Penalty 2705.960623 = -456116.100180
  nChanged 231
		SP:Iteration 3F (57897.220000 sec): 3 clusters
  Score: Raw -458957.314396 + Penalty 2705.960623 = -456251.353773
  nChanged 175
		SP:Iteration 4Q (57897.520000 sec): 3 clusters
  Score: Raw -459074.347490 + Penalty 2705.960623 = -456368.386867
  nChanged 171
		SP:Iteration 5Q (57897.780000 sec): 3 clusters
  Score: Raw -459210.060397 + Penalty 2705.960623 = -456504.099774
  nChanged 171
		SP:Iteration 6Q (57898.010000 sec): 3 clusters
  Score: Raw -459314.275831 + Penalty 2705.960623 = -456608.315208
  nChanged 157
		SP:Iteration 7Q (57898.240000 sec): 3 clusters
  Score: Raw -459428.877410 + Penalty 2705.960623 = -456722.916787
  nChanged 173
		SP:Iteration 8Q (57898.490000 sec): 3 clusters
  Score: Raw -459585.644057 + Penalty 2705.960623 = -456879.683434
  nChanged 177
		SP:Iteration 9Q (57898.770000 sec): 3 clusters
  Score: Raw -459763.856803 + Penalty 2705.960623 = -457057.896180
  nChanged 176
		SP:Iteration 10Q (57899.000000 sec): 3 clusters
  Score: Raw -459933.411988 + Penalty 2705.960623 = -457227.451365
  nChanged 174
		SP:Iteration 11Q (57899.190000 sec): 3 clusters
  Score: Raw -460094.824797 + Penalty 2705.960623 = -457388.864174
  nChanged 142
		SP:Iteration 12Q (57899.380000 sec): 3 clusters
  Score: Raw -460223.945844 + Penalty 2705.960623 = -457517.985221
  nChanged 126
		SP:Iteration 13Q (57899.570000 sec): 3 clusters
  Score: Raw -460317.871198 + Penalty 2705.960623 = -457611.910575
  nChanged 91
		SP:Iteration 14Q (57899.810000 sec): 3 clusters
  Score: Raw -460387.308041 + Penalty 2705.960623 = -457681.347418
  nChanged 78
		SP:Iteration 15Q (57900.020000 sec): 3 clusters
  Score: Raw -460441.041531 + Penalty 2705.960623 = -457735.080908
  nChanged 60
		SP:Iteration 16Q (57900.240000 sec): 3 clusters
  Score: Raw -460482.059297 + Penalty 2705.960623 = -457776.098674
  nChanged 42
		SP:Iteration 17Q (57900.440000 sec): 3 clusters
  Score: Raw -460508.933335 + Penalty 2705.960623 = -457802.972712
  nChanged 26
		SP:Iteration 18Q (57900.640000 sec): 3 clusters
  Score: Raw -460520.034370 + Penalty 2705.960623 = -457814.073747
  nChanged 16
		SP:Iteration 19Q (57900.820000 sec): 3 clusters
  Score: Raw -460526.274808 + Penalty 2705.960623 = -457820.314185
  nChanged 13
		SP:Iteration 20F (57900.980000 sec): 3 clusters
  Score: Raw -460533.093780 + Penalty 2705.960623 = -457827.133157
  nChanged 12
		SP:Iteration 21Q (57901.200000 sec): 3 clusters
  Score: Raw -460540.410207 + Penalty 2705.960623 = -457834.449584
  nChanged 9
		SP:Iteration 22Q (57901.460000 sec): 3 clusters
  Score: Raw -460543.412097 + Penalty 2705.960623 = -457837.451474
  nChanged 9
		SP:Iteration 23Q (57901.640000 sec): 3 clusters
  Score: Raw -460547.102711 + Penalty 2705.960623 = -457841.142088
  nChanged 10
		SP:Iteration 24Q (57901.800000 sec): 3 clusters
  Score: Raw -460550.444365 + Penalty 2705.960623 = -457844.483742
  nChanged 4
		SP:Iteration 25Q (57901.990000 sec): 3 clusters
  Score: Raw -460552.384119 + Penalty 2705.960623 = -457846.423496
  nChanged 8
		SP:Iteration 26Q (57902.180000 sec): 3 clusters
  Score: Raw -460556.020488 + Penalty 2705.960623 = -457850.059865
  nChanged 6
		SP:Iteration 27Q (57902.400000 sec): 3 clusters
  Score: Raw -460557.665992 + Penalty 2705.960623 = -457851.705369
  nChanged 4
		SP:Iteration 28Q (57902.560000 sec): 3 clusters
  Score: Raw -460560.281640 + Penalty 2705.960623 = -457854.321017
  nChanged 4
		SP:Iteration 29Q (57902.730000 sec): 3 clusters
  Score: Raw -460561.624331 + Penalty 2705.960623 = -457855.663709
  nChanged 3
		SP:Iteration 30Q (57902.940000 sec): 3 clusters
  Score: Raw -460563.686497 + Penalty 2705.960623 = -457857.725874
  nChanged 1
		SP:Iteration 31Q (57903.140000 sec): 3 clusters
  Score: Raw -460564.326103 + Penalty 2705.960623 = -457858.365480
  nChanged 2
		SP:Iteration 32Q (57903.340000 sec): 3 clusters
  Score: Raw -460564.990803 + Penalty 2705.960623 = -457859.030180
  nChanged 4
		SP:Iteration 33Q (57903.540000 sec): 3 clusters
  Score: Raw -460566.099732 + Penalty 2705.960623 = -457860.139110
  nChanged 3
		SP:Iteration 34Q (57903.700000 sec): 3 clusters
  Score: Raw -460567.634622 + Penalty 2705.960623 = -457861.673999
  nChanged 3
		SP:Iteration 35Q (57903.900000 sec): 3 clusters
  Score: Raw -460571.850915 + Penalty 2705.960623 = -457865.890292
  nChanged 7
		SP:Iteration 36Q (57904.090000 sec): 3 clusters
  Score: Raw -460575.283882 + Penalty 2705.960623 = -457869.323259
  nChanged 4
		SP:Iteration 37Q (57904.270000 sec): 3 clusters
  Score: Raw -460577.790499 + Penalty 2705.960623 = -457871.829876
  nChanged 6
		SP:Iteration 38Q (57904.450000 sec): 3 clusters
  Score: Raw -460579.800372 + Penalty 2705.960623 = -457873.839749
  nChanged 5
		SP:Iteration 39Q (57904.680000 sec): 3 clusters
  Score: Raw -460582.212632 + Penalty 2705.960623 = -457876.252009
  nChanged 3
		SP:Iteration 40F (57904.840000 sec): 3 clusters
  Score: Raw -460583.620718 + Penalty 2705.960623 = -457877.660095
  nChanged 3
		SP:Iteration 41Q (57905.040000 sec): 3 clusters
  Score: Raw -460584.426625 + Penalty 2705.960623 = -457878.466002
  nChanged 2
		SP:Iteration 42Q (57905.240000 sec): 3 clusters
  Score: Raw -460585.256707 + Penalty 2705.960623 = -457879.296084
  nChanged 1
		SP:Iteration 43Q (57905.440000 sec): 3 clusters
  Score: Raw -460585.755417 + Penalty 2705.960623 = -457879.794794
  nChanged 1
		SP:Iteration 44Q (57905.640000 sec): 3 clusters
  Score: Raw -460585.885728 + Penalty 2705.960623 = -457879.925105
  nChanged 1
		SP:Iteration 45Q (57905.830000 sec): 3 clusters
  Score: Raw -460586.086812 + Penalty 2705.960623 = -457880.126189
  nChanged 0
		SP:Iteration 46F (57906.000000 sec): 3 clusters
  Score: Raw -460586.086812 + Penalty 2705.960623 = -457880.126189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (101971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57906.620000 sec): 2 clusters
  Score: Raw -11557808.361760 + Penalty 1874.022107 = -11555934.339652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57907.320000 sec): 3 clusters
  Score: Raw -11491632.037648 + Penalty 3748.044215 = -11487883.993433
  nChanged 48681
		SP:Iteration 1F (57908.030000 sec): 3 clusters
  Score: Raw -11521106.255464 + Penalty 3748.044215 = -11517358.211249
  nChanged 4782
		SP:Iteration 2Q (57908.740000 sec): 3 clusters
  Score: Raw -11523088.993907 + Penalty 3748.044215 = -11519340.949692
  nChanged 5332
		SP:Iteration 3F (57909.460000 sec): 3 clusters
  Score: Raw -11525734.455190 + Penalty 3748.044215 = -11521986.410975
  nChanged 5975
		SP:Iteration 4F (57910.150000 sec): 3 clusters
  Score: Raw -11529153.250593 + Penalty 3748.044215 = -11525405.206378
  nChanged 6286
		SP:Iteration 5F (57910.850000 sec): 3 clusters
  Score: Raw -11533214.558965 + Penalty 3748.044215 = -11529466.514751
  nChanged 6176
		SP:Iteration 6F (57911.520000 sec): 3 clusters
  Score: Raw -11537196.497689 + Penalty 3748.044215 = -11533448.453474
  nChanged 5594
		SP:Iteration 7F (57912.190000 sec): 3 clusters
  Score: Raw -11540391.460224 + Penalty 3748.044215 = -11536643.416009
  nChanged 4437
		SP:Iteration 8Q (57912.930000 sec): 3 clusters
  Score: Raw -11542287.923506 + Penalty 3748.044215 = -11538539.879291
  nChanged 3095
		SP:Iteration 9Q (57913.620000 sec): 3 clusters
  Score: Raw -11543150.413446 + Penalty 3748.044215 = -11539402.369231
  nChanged 1896
		SP:Iteration 10Q (57914.260000 sec): 3 clusters
  Score: Raw -11543505.087643 + Penalty 3748.044215 = -11539757.043428
  nChanged 1229
		SP:Iteration 11Q (57914.960000 sec): 3 clusters
  Score: Raw -11543688.906796 + Penalty 3748.044215 = -11539940.862581
  nChanged 903
		SP:Iteration 12Q (57915.630000 sec): 3 clusters
  Score: Raw -11543824.130301 + Penalty 3748.044215 = -11540076.086086
  nChanged 829
		SP:Iteration 13Q (57916.290000 sec): 3 clusters
  Score: Raw -11543947.976369 + Penalty 3748.044215 = -11540199.932154
  nChanged 850
		SP:Iteration 14Q (57916.940000 sec): 3 clusters
  Score: Raw -11544076.412601 + Penalty 3748.044215 = -11540328.368386
  nChanged 791
		SP:Iteration 15Q (57917.580000 sec): 3 clusters
  Score: Raw -11544192.659077 + Penalty 3748.044215 = -11540444.614862
  nChanged 771
		SP:Iteration 16Q (57918.240000 sec): 3 clusters
  Score: Raw -11544307.450829 + Penalty 3748.044215 = -11540559.406614
  nChanged 756
		SP:Iteration 17Q (57918.950000 sec): 3 clusters
  Score: Raw -11544413.497477 + Penalty 3748.044215 = -11540665.453262
  nChanged 751
		SP:Iteration 18Q (57919.650000 sec): 3 clusters
  Score: Raw -11544516.864174 + Penalty 3748.044215 = -11540768.819959
  nChanged 747
		SP:Iteration 19Q (57920.320000 sec): 3 clusters
  Score: Raw -11544618.406210 + Penalty 3748.044215 = -11540870.361995
  nChanged 765
		SP:Iteration 20F (57920.970000 sec): 3 clusters
  Score: Raw -11544725.858565 + Penalty 3748.044215 = -11540977.814351
  nChanged 764
		SP:Iteration 21Q (57921.680000 sec): 3 clusters
  Score: Raw -11544837.904113 + Penalty 3748.044215 = -11541089.859898
  nChanged 779
		SP:Iteration 22Q (57922.340000 sec): 3 clusters
  Score: Raw -11544957.479726 + Penalty 3748.044215 = -11541209.435511
  nChanged 818
		SP:Iteration 23Q (57922.990000 sec): 3 clusters
  Score: Raw -11545094.622366 + Penalty 3748.044215 = -11541346.578151
  nChanged 844
		SP:Iteration 24Q (57923.700000 sec): 3 clusters
  Score: Raw -11545235.731714 + Penalty 3748.044215 = -11541487.687499
  nChanged 871
		SP:Iteration 25Q (57924.470000 sec): 3 clusters
  Score: Raw -11545383.086413 + Penalty 3748.044215 = -11541635.042198
  nChanged 869
		SP:Iteration 26Q (57925.130000 sec): 3 clusters
  Score: Raw -11545526.616304 + Penalty 3748.044215 = -11541778.572090
  nChanged 917
		SP:Iteration 27Q (57925.830000 sec): 3 clusters
  Score: Raw -11545681.813057 + Penalty 3748.044215 = -11541933.768842
  nChanged 936
		SP:Iteration 28Q (57926.490000 sec): 3 clusters
  Score: Raw -11545850.995426 + Penalty 3748.044215 = -11542102.951211
  nChanged 973
		SP:Iteration 29Q (57927.150000 sec): 3 clusters
  Score: Raw -11546036.518946 + Penalty 3748.044215 = -11542288.474731
  nChanged 1005
		SP:Iteration 30Q (57927.810000 sec): 3 clusters
  Score: Raw -11546233.801466 + Penalty 3748.044215 = -11542485.757251
  nChanged 1023
		SP:Iteration 31Q (57928.470000 sec): 3 clusters
  Score: Raw -11546428.274678 + Penalty 3748.044215 = -11542680.230463
  nChanged 1051
		SP:Iteration 32Q (57929.170000 sec): 3 clusters
  Score: Raw -11546630.725724 + Penalty 3748.044215 = -11542882.681510
  nChanged 1092
		SP:Iteration 33Q (57929.790000 sec): 3 clusters
  Score: Raw -11546842.096277 + Penalty 3748.044215 = -11543094.052062
  nChanged 1091
		SP:Iteration 34Q (57930.380000 sec): 3 clusters
  Score: Raw -11547067.660959 + Penalty 3748.044215 = -11543319.616744
  nChanged 1148
		SP:Iteration 35Q (57930.970000 sec): 3 clusters
  Score: Raw -11547312.432754 + Penalty 3748.044215 = -11543564.388539
  nChanged 1198
		SP:Iteration 36Q (57931.620000 sec): 3 clusters
  Score: Raw -11547566.207615 + Penalty 3748.044215 = -11543818.163400
  nChanged 1202
		SP:Iteration 37Q (57932.260000 sec): 3 clusters
  Score: Raw -11547827.833443 + Penalty 3748.044215 = -11544079.789228
  nChanged 1270
		SP:Iteration 38Q (57932.930000 sec): 3 clusters
  Score: Raw -11548124.656934 + Penalty 3748.044215 = -11544376.612719
  nChanged 1306
		SP:Iteration 39Q (57933.600000 sec): 3 clusters
  Score: Raw -11548446.048525 + Penalty 3748.044215 = -11544698.004311
  nChanged 1388
		SP:Iteration 40F (57934.320000 sec): 3 clusters
  Score: Raw -11548803.555678 + Penalty 3748.044215 = -11545055.511463
  nChanged 1376
		SP:Iteration 41Q (57935.000000 sec): 3 clusters
  Score: Raw -11549164.422753 + Penalty 3748.044215 = -11545416.378538
  nChanged 1358
		SP:Iteration 42Q (57935.720000 sec): 3 clusters
  Score: Raw -11549544.840085 + Penalty 3748.044215 = -11545796.795870
  nChanged 1409
		SP:Iteration 43Q (57936.420000 sec): 3 clusters
  Score: Raw -11549960.299697 + Penalty 3748.044215 = -11546212.255482
  nChanged 1417
		SP:Iteration 44Q (57937.060000 sec): 3 clusters
  Score: Raw -11550373.520354 + Penalty 3748.044215 = -11546625.476139
  nChanged 1395
		SP:Iteration 45Q (57937.790000 sec): 3 clusters
  Score: Raw -11550797.617214 + Penalty 3748.044215 = -11547049.572999
  nChanged 1375
		SP:Iteration 46Q (57938.530000 sec): 3 clusters
  Score: Raw -11551231.661195 + Penalty 3748.044215 = -11547483.616980
  nChanged 1337
		SP:Iteration 47Q (57939.110000 sec): 3 clusters
  Score: Raw -11551664.580479 + Penalty 3748.044215 = -11547916.536264
  nChanged 1354
		SP:Iteration 48Q (57939.670000 sec): 3 clusters
  Score: Raw -11552117.660130 + Penalty 3748.044215 = -11548369.615915
  nChanged 1342
		SP:Iteration 49Q (57940.340000 sec): 3 clusters
  Score: Raw -11552602.898083 + Penalty 3748.044215 = -11548854.853868
  nChanged 1376
		SP:Iteration 50Q (57940.980000 sec): 3 clusters
  Score: Raw -11553154.935986 + Penalty 3748.044215 = -11549406.891771
  nChanged 1371
		SP:Iteration 51Q (57941.660000 sec): 3 clusters
  Score: Raw -11553727.440822 + Penalty 3748.044215 = -11549979.396607
  nChanged 1290
		SP:Iteration 52Q (57942.240000 sec): 3 clusters
  Score: Raw -11554293.731137 + Penalty 3748.044215 = -11550545.686922
  nChanged 1232
		SP:Iteration 53Q (57942.890000 sec): 3 clusters
  Score: Raw -11554890.151093 + Penalty 3748.044215 = -11551142.106878
  nChanged 1212
		SP:Iteration 54Q (57943.520000 sec): 3 clusters
  Score: Raw -11555498.553553 + Penalty 3748.044215 = -11551750.509338
  nChanged 1083
		SP:Iteration 55Q (57944.120000 sec): 3 clusters
  Score: Raw -11556048.363282 + Penalty 3748.044215 = -11552300.319067
  nChanged 929
		SP:Iteration 56Q (57944.760000 sec): 3 clusters
  Score: Raw -11556510.249355 + Penalty 3748.044215 = -11552762.205140
  nChanged 825
		SP:Iteration 57Q (57945.400000 sec): 3 clusters
  Score: Raw -11556924.906794 + Penalty 3748.044215 = -11553176.862579
  nChanged 694
		SP:Iteration 58Q (57946.000000 sec): 3 clusters
  Score: Raw -11557278.355642 + Penalty 3748.044215 = -11553530.311427
  nChanged 544
		SP:Iteration 59Q (57946.600000 sec): 3 clusters
  Score: Raw -11557554.697407 + Penalty 3748.044215 = -11553806.653193
  nChanged 481
		SP:Iteration 60F (57947.300000 sec): 3 clusters
  Score: Raw -11557834.065466 + Penalty 3748.044215 = -11554086.021252
  nChanged 439
		SP:Iteration 61Q (57947.960000 sec): 3 clusters
  Score: Raw -11558148.497408 + Penalty 3748.044215 = -11554400.453193
  nChanged 374
		SP:Iteration 62Q (57948.560000 sec): 3 clusters
  Score: Raw -11558446.591710 + Penalty 3748.044215 = -11554698.547495
  nChanged 310
		SP:Iteration 63Q (57949.120000 sec): 3 clusters
  Score: Raw -11558669.470220 + Penalty 3748.044215 = -11554921.426005
  nChanged 238
		SP:Iteration 64Q (57949.770000 sec): 3 clusters
  Score: Raw -11558794.927542 + Penalty 3748.044215 = -11555046.883327
  nChanged 187
		SP:Iteration 65Q (57950.340000 sec): 3 clusters
  Score: Raw -11558880.691280 + Penalty 3748.044215 = -11555132.647065
  nChanged 130
		SP:Iteration 66Q (57950.890000 sec): 3 clusters
  Score: Raw -11558926.289544 + Penalty 3748.044215 = -11555178.245329
  nChanged 100
		SP:Iteration 67Q (57951.440000 sec): 3 clusters
  Score: Raw -11558962.023419 + Penalty 3748.044215 = -11555213.979204
  nChanged 88
		SP:Iteration 68Q (57952.010000 sec): 3 clusters
  Score: Raw -11558989.554825 + Penalty 3748.044215 = -11555241.510610
  nChanged 62
		SP:Iteration 69Q (57952.590000 sec): 3 clusters
  Score: Raw -11559007.118741 + Penalty 3748.044215 = -11555259.074526
  nChanged 42
		SP:Iteration 70Q (57953.150000 sec): 3 clusters
  Score: Raw -11559016.793736 + Penalty 3748.044215 = -11555268.749521
  nChanged 34
		SP:Iteration 71Q (57953.710000 sec): 3 clusters
  Score: Raw -11559024.079323 + Penalty 3748.044215 = -11555276.035108
  nChanged 30
		SP:Iteration 72Q (57954.410000 sec): 3 clusters
  Score: Raw -11559030.276712 + Penalty 3748.044215 = -11555282.232497
  nChanged 28
		SP:Iteration 73Q (57955.040000 sec): 3 clusters
  Score: Raw -11559035.724033 + Penalty 3748.044215 = -11555287.679818
  nChanged 22
		SP:Iteration 74Q (57955.640000 sec): 3 clusters
  Score: Raw -11559040.415407 + Penalty 3748.044215 = -11555292.371193
  nChanged 12
		SP:Iteration 75Q (57956.220000 sec): 3 clusters
  Score: Raw -11559042.912690 + Penalty 3748.044215 = -11555294.868475
  nChanged 14
		SP:Iteration 76Q (57956.840000 sec): 3 clusters
  Score: Raw -11559044.851855 + Penalty 3748.044215 = -11555296.807640
  nChanged 9
		SP:Iteration 77Q (57957.390000 sec): 3 clusters
  Score: Raw -11559045.819426 + Penalty 3748.044215 = -11555297.775211
  nChanged 9
		SP:Iteration 78Q (57958.000000 sec): 3 clusters
  Score: Raw -11559047.459867 + Penalty 3748.044215 = -11555299.415652
  nChanged 5
		SP:Iteration 79Q (57958.590000 sec): 3 clusters
  Score: Raw -11559048.405499 + Penalty 3748.044215 = -11555300.361284
  nChanged 6
		SP:Iteration 80F (57959.360000 sec): 3 clusters
  Score: Raw -11559049.336247 + Penalty 3748.044215 = -11555301.292032
  nChanged 5
		SP:Iteration 81Q (57960.030000 sec): 3 clusters
  Score: Raw -11559050.067266 + Penalty 3748.044215 = -11555302.023051
  nChanged 1
		SP:Iteration 82Q (57960.600000 sec): 3 clusters
  Score: Raw -11559050.196135 + Penalty 3748.044215 = -11555302.151921
  nChanged 1
		SP:Iteration 83Q (57961.160000 sec): 3 clusters
  Score: Raw -11559050.351882 + Penalty 3748.044215 = -11555302.307667
  nChanged 1
		SP:Iteration 84Q (57961.770000 sec): 3 clusters
  Score: Raw -11559050.468696 + Penalty 3748.044215 = -11555302.424481
  nChanged 0
		SP:Iteration 85F (57962.450000 sec): 3 clusters
  Score: Raw -11559050.468696 + Penalty 3748.044215 = -11555302.424481
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57962.620000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57962.840000 sec): 3 clusters
  Score: Raw -50917.517834 + Penalty 1987.664941 = -48929.852893
  nChanged 95
		SP:Iteration 1F (57963.020000 sec): 3 clusters
  Score: Raw -51068.868644 + Penalty 1987.664941 = -49081.203703
  nChanged 25
		SP:Iteration 2F (57963.240000 sec): 3 clusters
  Score: Raw -51112.531124 + Penalty 1987.664941 = -49124.866183
  nChanged 10
		SP:Iteration 3Q (57963.460000 sec): 3 clusters
  Score: Raw -51123.319163 + Penalty 1987.664941 = -49135.654222
  nChanged 4
		SP:Iteration 4Q (57963.720000 sec): 3 clusters
  Score: Raw -51128.763605 + Penalty 1987.664941 = -49141.098664
  nChanged 2
		SP:Iteration 5Q (57963.860000 sec): 3 clusters
  Score: Raw -51129.888231 + Penalty 1987.664941 = -49142.223290
  nChanged 0
		SP:Iteration 6F (57964.060000 sec): 3 clusters
  Score: Raw -51129.888231 + Penalty 1987.664941 = -49142.223290
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 63 (95 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57964.150000 sec): 2 clusters
  Score: Raw -9296.110153 + Penalty 740.004995 = -8556.105158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57964.310000 sec): 3 clusters
  Score: Raw -9620.927062 + Penalty 1480.009990 = -8140.917073
  nChanged 7
		SP:Iteration 1F (57964.520000 sec): 3 clusters
  Score: Raw -9651.128661 + Penalty 1480.009990 = -8171.118671
  nChanged 1
		SP:Iteration 2Q (57964.710000 sec): 3 clusters
  Score: Raw -9662.545653 + Penalty 1480.009990 = -8182.535663
  nChanged 1
		SP:Iteration 3Q (57964.930000 sec): 3 clusters
  Score: Raw -9678.091644 + Penalty 1480.009990 = -8198.081655
  nChanged 0
		SP:Iteration 4F (57965.170000 sec): 3 clusters
  Score: Raw -9678.091644 + Penalty 1480.009990 = -8198.081655
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 64 (28480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57965.450000 sec): 2 clusters
  Score: Raw -3288554.172842 + Penalty 1666.755572 = -3286887.417270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57965.810000 sec): 3 clusters
  Score: Raw -3271025.298026 + Penalty 3333.511144 = -3267691.786882
  nChanged 13004
		SP:Iteration 1F (57966.180000 sec): 3 clusters
  Score: Raw -3278427.251492 + Penalty 3333.511144 = -3275093.740348
  nChanged 1321
		SP:Iteration 2Q (57966.510000 sec): 3 clusters
  Score: Raw -3278853.151222 + Penalty 3333.511144 = -3275519.640078
  nChanged 1189
		SP:Iteration 3Q (57966.800000 sec): 3 clusters
  Score: Raw -3279243.035956 + Penalty 3333.511144 = -3275909.524812
  nChanged 1170
		SP:Iteration 4Q (57967.150000 sec): 3 clusters
  Score: Raw -3279655.129092 + Penalty 3333.511144 = -3276321.617949
  nChanged 1149
		SP:Iteration 5Q (57967.440000 sec): 3 clusters
  Score: Raw -3280119.446502 + Penalty 3333.511144 = -3276785.935359
  nChanged 1245
		SP:Iteration 6Q (57967.800000 sec): 3 clusters
  Score: Raw -3280683.166732 + Penalty 3333.511144 = -3277349.655588
  nChanged 1277
		SP:Iteration 7Q (57968.140000 sec): 3 clusters
  Score: Raw -3281358.959154 + Penalty 3333.511144 = -3278025.448011
  nChanged 1372
		SP:Iteration 8Q (57968.500000 sec): 3 clusters
  Score: Raw -3282178.995557 + Penalty 3333.511144 = -3278845.484414
  nChanged 1492
		SP:Iteration 9F (57968.860000 sec): 3 clusters
  Score: Raw -3283278.849229 + Penalty 3333.511144 = -3279945.338085
  nChanged 1561
		SP:Iteration 10F (57969.130000 sec): 3 clusters
  Score: Raw -3284510.708845 + Penalty 3333.511144 = -3281177.197701
  nChanged 1361
		SP:Iteration 11Q (57969.440000 sec): 3 clusters
  Score: Raw -3285592.858768 + Penalty 3333.511144 = -3282259.347624
  nChanged 1095
		SP:Iteration 12Q (57969.770000 sec): 3 clusters
  Score: Raw -3286511.211084 + Penalty 3333.511144 = -3283177.699940
  nChanged 877
		SP:Iteration 13Q (57970.040000 sec): 3 clusters
  Score: Raw -3287267.911544 + Penalty 3333.511144 = -3283934.400400
  nChanged 622
		SP:Iteration 14Q (57970.380000 sec): 3 clusters
  Score: Raw -3287749.761569 + Penalty 3333.511144 = -3284416.250425
  nChanged 467
		SP:Iteration 15Q (57970.690000 sec): 3 clusters
  Score: Raw -3288052.488203 + Penalty 3333.511144 = -3284718.977060
  nChanged 337
		SP:Iteration 16Q (57971.030000 sec): 3 clusters
  Score: Raw -3288248.033771 + Penalty 3333.511144 = -3284914.522627
  nChanged 260
		SP:Iteration 17Q (57971.330000 sec): 3 clusters
  Score: Raw -3288376.222286 + Penalty 3333.511144 = -3285042.711142
  nChanged 194
		SP:Iteration 18Q (57971.630000 sec): 3 clusters
  Score: Raw -3288470.758528 + Penalty 3333.511144 = -3285137.247384
  nChanged 176
		SP:Iteration 19Q (57971.970000 sec): 3 clusters
  Score: Raw -3288549.860472 + Penalty 3333.511144 = -3285216.349328
  nChanged 139
		SP:Iteration 20F (57972.260000 sec): 3 clusters
  Score: Raw -3288605.009928 + Penalty 3333.511144 = -3285271.498784
  nChanged 99
		SP:Iteration 21Q (57972.640000 sec): 3 clusters
  Score: Raw -3288643.473245 + Penalty 3333.511144 = -3285309.962101
  nChanged 78
		SP:Iteration 22Q (57972.960000 sec): 3 clusters
  Score: Raw -3288673.757814 + Penalty 3333.511144 = -3285340.246670
  nChanged 63
		SP:Iteration 23Q (57973.270000 sec): 3 clusters
  Score: Raw -3288700.039284 + Penalty 3333.511144 = -3285366.528140
  nChanged 67
		SP:Iteration 24Q (57973.590000 sec): 3 clusters
  Score: Raw -3288728.428634 + Penalty 3333.511144 = -3285394.917490
  nChanged 68
		SP:Iteration 25Q (57973.860000 sec): 3 clusters
  Score: Raw -3288760.940621 + Penalty 3333.511144 = -3285427.429478
  nChanged 61
		SP:Iteration 26Q (57974.170000 sec): 3 clusters
  Score: Raw -3288787.379168 + Penalty 3333.511144 = -3285453.868024
  nChanged 53
		SP:Iteration 27Q (57974.490000 sec): 3 clusters
  Score: Raw -3288806.507160 + Penalty 3333.511144 = -3285472.996017
  nChanged 37
		SP:Iteration 28Q (57974.800000 sec): 3 clusters
  Score: Raw -3288823.059499 + Penalty 3333.511144 = -3285489.548356
  nChanged 41
		SP:Iteration 29Q (57975.130000 sec): 3 clusters
  Score: Raw -3288840.962420 + Penalty 3333.511144 = -3285507.451276
  nChanged 38
		SP:Iteration 30Q (57975.460000 sec): 3 clusters
  Score: Raw -3288856.630755 + Penalty 3333.511144 = -3285523.119612
  nChanged 34
		SP:Iteration 31Q (57975.770000 sec): 3 clusters
  Score: Raw -3288871.929534 + Penalty 3333.511144 = -3285538.418390
  nChanged 25
		SP:Iteration 32Q (57976.010000 sec): 3 clusters
  Score: Raw -3288881.644809 + Penalty 3333.511144 = -3285548.133665
  nChanged 27
		SP:Iteration 33Q (57976.330000 sec): 3 clusters
  Score: Raw -3288892.919502 + Penalty 3333.511144 = -3285559.408358
  nChanged 23
		SP:Iteration 34Q (57976.640000 sec): 3 clusters
  Score: Raw -3288903.372744 + Penalty 3333.511144 = -3285569.861600
  nChanged 18
		SP:Iteration 35Q (57976.940000 sec): 3 clusters
  Score: Raw -3288910.351696 + Penalty 3333.511144 = -3285576.840552
  nChanged 16
		SP:Iteration 36Q (57977.220000 sec): 3 clusters
  Score: Raw -3288917.451770 + Penalty 3333.511144 = -3285583.940626
  nChanged 17
		SP:Iteration 37Q (57977.560000 sec): 3 clusters
  Score: Raw -3288923.733829 + Penalty 3333.511144 = -3285590.222685
  nChanged 12
		SP:Iteration 38Q (57977.840000 sec): 3 clusters
  Score: Raw -3288927.618826 + Penalty 3333.511144 = -3285594.107682
  nChanged 9
		SP:Iteration 39Q (57978.190000 sec): 3 clusters
  Score: Raw -3288930.967043 + Penalty 3333.511144 = -3285597.455899
  nChanged 7
		SP:Iteration 40F (57978.530000 sec): 3 clusters
  Score: Raw -3288933.994282 + Penalty 3333.511144 = -3285600.483138
  nChanged 7
		SP:Iteration 41Q (57978.820000 sec): 3 clusters
  Score: Raw -3288936.733667 + Penalty 3333.511144 = -3285603.222523
  nChanged 6
		SP:Iteration 42Q (57979.150000 sec): 3 clusters
  Score: Raw -3288938.025738 + Penalty 3333.511144 = -3285604.514594
  nChanged 6
		SP:Iteration 43Q (57979.520000 sec): 3 clusters
  Score: Raw -3288939.892972 + Penalty 3333.511144 = -3285606.381828
  nChanged 7
		SP:Iteration 44Q (57979.820000 sec): 3 clusters
  Score: Raw -3288942.458558 + Penalty 3333.511144 = -3285608.947415
  nChanged 8
		SP:Iteration 45Q (57980.180000 sec): 3 clusters
  Score: Raw -3288945.818558 + Penalty 3333.511144 = -3285612.307414
  nChanged 5
		SP:Iteration 46Q (57980.450000 sec): 3 clusters
  Score: Raw -3288948.601103 + Penalty 3333.511144 = -3285615.089960
  nChanged 5
		SP:Iteration 47Q (57980.730000 sec): 3 clusters
  Score: Raw -3288950.684915 + Penalty 3333.511144 = -3285617.173771
  nChanged 5
		SP:Iteration 48Q (57981.060000 sec): 3 clusters
  Score: Raw -3288952.522673 + Penalty 3333.511144 = -3285619.011530
  nChanged 6
		SP:Iteration 49Q (57981.390000 sec): 3 clusters
  Score: Raw -3288954.832666 + Penalty 3333.511144 = -3285621.321522
  nChanged 7
		SP:Iteration 50Q (57981.660000 sec): 3 clusters
  Score: Raw -3288957.190218 + Penalty 3333.511144 = -3285623.679074
  nChanged 2
		SP:Iteration 51Q (57982.020000 sec): 3 clusters
  Score: Raw -3288957.785691 + Penalty 3333.511144 = -3285624.274547
  nChanged 3
		SP:Iteration 52Q (57982.350000 sec): 3 clusters
  Score: Raw -3288958.615696 + Penalty 3333.511144 = -3285625.104553
  nChanged 2
		SP:Iteration 53Q (57982.650000 sec): 3 clusters
  Score: Raw -3288959.136833 + Penalty 3333.511144 = -3285625.625689
  nChanged 0
		SP:Iteration 54F (57983.000000 sec): 3 clusters
  Score: Raw -3288959.136833 + Penalty 3333.511144 = -3285625.625689
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 65 (358369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57984.630000 sec): 2 clusters
  Score: Raw -42807596.537937 + Penalty 2078.264250 = -42805518.273687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57986.370000 sec): 3 clusters
  Score: Raw -42567999.591083 + Penalty 4156.528500 = -42563843.062583
  nChanged 174576
		SP:Iteration 1F (57988.060000 sec): 3 clusters
  Score: Raw -42674839.025252 + Penalty 4156.528500 = -42670682.496753
  nChanged 14849
		SP:Iteration 2Q (57989.770000 sec): 3 clusters
  Score: Raw -42679915.212266 + Penalty 4156.528500 = -42675758.683766
  nChanged 18484
		SP:Iteration 3F (57991.510000 sec): 3 clusters
  Score: Raw -42687704.808896 + Penalty 4156.528500 = -42683548.280396
  nChanged 21886
		SP:Iteration 4F (57993.230000 sec): 3 clusters
  Score: Raw -42698667.800364 + Penalty 4156.528500 = -42694511.271865
  nChanged 24241
		SP:Iteration 5F (57994.830000 sec): 3 clusters
  Score: Raw -42712526.360061 + Penalty 4156.528500 = -42708369.831562
  nChanged 24824
		SP:Iteration 6F (57996.570000 sec): 3 clusters
  Score: Raw -42728740.799946 + Penalty 4156.528500 = -42724584.271446
  nChanged 24512
		SP:Iteration 7F (57998.260000 sec): 3 clusters
  Score: Raw -42747071.836540 + Penalty 4156.528500 = -42742915.308040
  nChanged 23042
		SP:Iteration 8F (57999.890000 sec): 3 clusters
  Score: Raw -42766802.136536 + Penalty 4156.528500 = -42762645.608036
  nChanged 19762
		SP:Iteration 9F (58001.690000 sec): 3 clusters
  Score: Raw -42785525.986380 + Penalty 4156.528500 = -42781369.457880
  nChanged 13332
		SP:Iteration 10Q (58003.530000 sec): 3 clusters
  Score: Raw -42798374.134249 + Penalty 4156.528500 = -42794217.605749
  nChanged 6700
		SP:Iteration 11Q (58005.360000 sec): 3 clusters
  Score: Raw -42804566.867579 + Penalty 4156.528500 = -42800410.339079
  nChanged 2495
		SP:Iteration 12Q (58006.960000 sec): 3 clusters
  Score: Raw -42806691.797322 + Penalty 4156.528500 = -42802535.268823
  nChanged 816
		SP:Iteration 13Q (58008.500000 sec): 3 clusters
  Score: Raw -42807371.190769 + Penalty 4156.528500 = -42803214.662269
  nChanged 308
		SP:Iteration 14Q (58009.980000 sec): 3 clusters
  Score: Raw -42807618.144508 + Penalty 4156.528500 = -42803461.616009
  nChanged 153
		SP:Iteration 15Q (58011.380000 sec): 3 clusters
  Score: Raw -42807736.721542 + Penalty 4156.528500 = -42803580.193042
  nChanged 72
		SP:Iteration 16Q (58012.880000 sec): 3 clusters
  Score: Raw -42807793.081258 + Penalty 4156.528500 = -42803636.552758
  nChanged 56
		SP:Iteration 17Q (58014.480000 sec): 3 clusters
  Score: Raw -42807834.260750 + Penalty 4156.528500 = -42803677.732251
  nChanged 29
		SP:Iteration 18Q (58016.150000 sec): 3 clusters
  Score: Raw -42807856.485397 + Penalty 4156.528500 = -42803699.956897
  nChanged 29
		SP:Iteration 19Q (58017.700000 sec): 3 clusters
  Score: Raw -42807875.876719 + Penalty 4156.528500 = -42803719.348219
  nChanged 18
		SP:Iteration 20F (58019.400000 sec): 3 clusters
  Score: Raw -42807886.846883 + Penalty 4156.528500 = -42803730.318384
  nChanged 11
		SP:Iteration 21Q (58020.760000 sec): 3 clusters
  Score: Raw -42807896.193350 + Penalty 4156.528500 = -42803739.664851
  nChanged 9
		SP:Iteration 22Q (58022.190000 sec): 3 clusters
  Score: Raw -42807905.696603 + Penalty 4156.528500 = -42803749.168104
  nChanged 12
		SP:Iteration 23Q (58023.670000 sec): 3 clusters
  Score: Raw -42807914.193485 + Penalty 4156.528500 = -42803757.664985
  nChanged 7
		SP:Iteration 24Q (58025.240000 sec): 3 clusters
  Score: Raw -42807916.450296 + Penalty 4156.528500 = -42803759.921796
  nChanged 7
		SP:Iteration 25Q (58026.780000 sec): 3 clusters
  Score: Raw -42807919.910417 + Penalty 4156.528500 = -42803763.381917
  nChanged 4
		SP:Iteration 26Q (58028.290000 sec): 3 clusters
  Score: Raw -42807922.018279 + Penalty 4156.528500 = -42803765.489780
  nChanged 3
		SP:Iteration 27Q (58029.840000 sec): 3 clusters
  Score: Raw -42807923.730320 + Penalty 4156.528500 = -42803767.201821
  nChanged 4
		SP:Iteration 28Q (58031.310000 sec): 3 clusters
  Score: Raw -42807925.499789 + Penalty 4156.528500 = -42803768.971289
  nChanged 1
		SP:Iteration 29Q (58032.730000 sec): 3 clusters
  Score: Raw -42807925.693916 + Penalty 4156.528500 = -42803769.165417
  nChanged 0
		SP:Iteration 30F (58034.380000 sec): 3 clusters
  Score: Raw -42807925.693916 + Penalty 4156.528500 = -42803769.165417
  nChanged 0
Iteration 459Q (58132.020000 sec): 66 clusters
  Score: Raw -223658651.273483 + Penalty 152791.978268 = -223505859.295215
  nChanged 11
Iteration 460F (58313.340000 sec): 66 clusters
  Score: Raw -223658651.440430 + Penalty 152791.978268 = -223505859.462162
  nChanged 9
Iteration 461Q (58423.670000 sec): 66 clusters
  Score: Raw -223658651.525055 + Penalty 152791.978268 = -223505859.546787
  nChanged 5
Iteration 462Q (58532.650000 sec): 66 clusters
  Score: Raw -223658651.553661 + Penalty 152791.978268 = -223505859.575393
  nChanged 6
Iteration 463Q (58639.820000 sec): 66 clusters
  Score: Raw -223658651.580960 + Penalty 152791.978268 = -223505859.602693
  nChanged 2
Iteration 464Q (58743.380000 sec): 66 clusters
  Score: Raw -223658651.589496 + Penalty 152791.978268 = -223505859.611228
  nChanged 3
Iteration 465Q (58845.780000 sec): 66 clusters
  Score: Raw -223658651.618368 + Penalty 152791.978268 = -223505859.640100
  nChanged 4
Iteration 466Q (58950.680000 sec): 66 clusters
  Score: Raw -223658651.647978 + Penalty 152791.978268 = -223505859.669710
  nChanged 2
Iteration 467Q (59061.560000 sec): 66 clusters
  Score: Raw -223658651.663209 + Penalty 152791.978268 = -223505859.684941
  nChanged 3
Iteration 468Q (59171.800000 sec): 66 clusters
  Score: Raw -223658651.699721 + Penalty 152791.978268 = -223505859.721454
  nChanged 4
Iteration 469Q (59283.370000 sec): 66 clusters
  Score: Raw -223658651.725768 + Penalty 152791.978268 = -223505859.747500
  nChanged 3
Iteration 470Q (59390.000000 sec): 66 clusters
  Score: Raw -223658651.730823 + Penalty 152791.978268 = -223505859.752556
  nChanged 0
Iteration 471F (59575.460000 sec): 66 clusters
  Score: Raw -223658651.730823 + Penalty 152791.978268 = -223505859.752556
  nChanged 0
Compute initial score before splitting:   Score: Raw -223658651.730823 + Penalty 152791.978268 = -223505859.752556
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 1 (22739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59575.890000 sec): 2 clusters
  Score: Raw -2683506.774570 + Penalty 1630.173479 = -2681876.601091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59576.180000 sec): 3 clusters
  Score: Raw -2669700.036535 + Penalty 3260.346957 = -2666439.689578
  nChanged 10347
		SP:Iteration 1F (59576.470000 sec): 3 clusters
  Score: Raw -2675516.596307 + Penalty 3260.346957 = -2672256.249350
  nChanged 1124
		SP:Iteration 2Q (59576.750000 sec): 3 clusters
  Score: Raw -2675919.297373 + Penalty 3260.346957 = -2672658.950416
  nChanged 995
		SP:Iteration 3Q (59577.010000 sec): 3 clusters
  Score: Raw -2676291.561750 + Penalty 3260.346957 = -2673031.214793
  nChanged 979
		SP:Iteration 4Q (59577.280000 sec): 3 clusters
  Score: Raw -2676690.793558 + Penalty 3260.346957 = -2673430.446601
  nChanged 999
		SP:Iteration 5Q (59577.600000 sec): 3 clusters
  Score: Raw -2677096.878917 + Penalty 3260.346957 = -2673836.531960
  nChanged 966
		SP:Iteration 6Q (59577.900000 sec): 3 clusters
  Score: Raw -2677526.451902 + Penalty 3260.346957 = -2674266.104945
  nChanged 1009
		SP:Iteration 7Q (59578.190000 sec): 3 clusters
  Score: Raw -2678097.852950 + Penalty 3260.346957 = -2674837.505992
  nChanged 1121
		SP:Iteration 8Q (59578.480000 sec): 3 clusters
  Score: Raw -2678803.307127 + Penalty 3260.346957 = -2675542.960170
  nChanged 1118
		SP:Iteration 9Q (59578.790000 sec): 3 clusters
  Score: Raw -2679567.376437 + Penalty 3260.346957 = -2676307.029480
  nChanged 1093
		SP:Iteration 10Q (59579.110000 sec): 3 clusters
  Score: Raw -2680303.646307 + Penalty 3260.346957 = -2677043.299350
  nChanged 918
		SP:Iteration 11Q (59579.400000 sec): 3 clusters
  Score: Raw -2680888.735242 + Penalty 3260.346957 = -2677628.388285
  nChanged 769
		SP:Iteration 12Q (59579.660000 sec): 3 clusters
  Score: Raw -2681308.213698 + Penalty 3260.346957 = -2678047.866741
  nChanged 626
		SP:Iteration 13Q (59579.940000 sec): 3 clusters
  Score: Raw -2681662.046721 + Penalty 3260.346957 = -2678401.699764
  nChanged 540
		SP:Iteration 14Q (59580.190000 sec): 3 clusters
  Score: Raw -2681925.558417 + Penalty 3260.346957 = -2678665.211460
  nChanged 450
		SP:Iteration 15Q (59580.430000 sec): 3 clusters
  Score: Raw -2682131.123705 + Penalty 3260.346957 = -2678870.776748
  nChanged 405
		SP:Iteration 16Q (59580.700000 sec): 3 clusters
  Score: Raw -2682298.969266 + Penalty 3260.346957 = -2679038.622309
  nChanged 345
		SP:Iteration 17Q (59580.980000 sec): 3 clusters
  Score: Raw -2682443.029374 + Penalty 3260.346957 = -2679182.682417
  nChanged 320
		SP:Iteration 18Q (59581.250000 sec): 3 clusters
  Score: Raw -2682587.845503 + Penalty 3260.346957 = -2679327.498546
  nChanged 328
		SP:Iteration 19Q (59581.570000 sec): 3 clusters
  Score: Raw -2682750.516721 + Penalty 3260.346957 = -2679490.169764
  nChanged 324
		SP:Iteration 20F (59581.830000 sec): 3 clusters
  Score: Raw -2682906.354971 + Penalty 3260.346957 = -2679646.008014
  nChanged 294
		SP:Iteration 21Q (59582.110000 sec): 3 clusters
  Score: Raw -2683049.523359 + Penalty 3260.346957 = -2679789.176401
  nChanged 242
		SP:Iteration 22Q (59582.370000 sec): 3 clusters
  Score: Raw -2683172.455672 + Penalty 3260.346957 = -2679912.108715
  nChanged 246
		SP:Iteration 23Q (59582.680000 sec): 3 clusters
  Score: Raw -2683296.351238 + Penalty 3260.346957 = -2680036.004281
  nChanged 205
		SP:Iteration 24Q (59582.890000 sec): 3 clusters
  Score: Raw -2683398.965355 + Penalty 3260.346957 = -2680138.618398
  nChanged 197
		SP:Iteration 25Q (59583.180000 sec): 3 clusters
  Score: Raw -2683508.322914 + Penalty 3260.346957 = -2680247.975957
  nChanged 186
		SP:Iteration 26Q (59583.440000 sec): 3 clusters
  Score: Raw -2683618.718419 + Penalty 3260.346957 = -2680358.371462
  nChanged 168
		SP:Iteration 27Q (59583.700000 sec): 3 clusters
  Score: Raw -2683700.663445 + Penalty 3260.346957 = -2680440.316488
  nChanged 125
		SP:Iteration 28Q (59583.970000 sec): 3 clusters
  Score: Raw -2683763.389460 + Penalty 3260.346957 = -2680503.042503
  nChanged 110
		SP:Iteration 29Q (59584.260000 sec): 3 clusters
  Score: Raw -2683825.832455 + Penalty 3260.346957 = -2680565.485498
  nChanged 100
		SP:Iteration 30Q (59584.500000 sec): 3 clusters
  Score: Raw -2683886.310231 + Penalty 3260.346957 = -2680625.963274
  nChanged 82
		SP:Iteration 31Q (59584.790000 sec): 3 clusters
  Score: Raw -2683950.535487 + Penalty 3260.346957 = -2680690.188530
  nChanged 73
		SP:Iteration 32Q (59585.050000 sec): 3 clusters
  Score: Raw -2684015.533848 + Penalty 3260.346957 = -2680755.186891
  nChanged 74
		SP:Iteration 33Q (59585.290000 sec): 3 clusters
  Score: Raw -2684086.532482 + Penalty 3260.346957 = -2680826.185525
  nChanged 76
		SP:Iteration 34Q (59585.540000 sec): 3 clusters
  Score: Raw -2684173.013828 + Penalty 3260.346957 = -2680912.666871
  nChanged 54
		SP:Iteration 35Q (59585.830000 sec): 3 clusters
  Score: Raw -2684223.469671 + Penalty 3260.346957 = -2680963.122714
  nChanged 42
		SP:Iteration 36Q (59586.070000 sec): 3 clusters
  Score: Raw -2684254.823316 + Penalty 3260.346957 = -2680994.476359
  nChanged 37
		SP:Iteration 37Q (59586.350000 sec): 3 clusters
  Score: Raw -2684278.661758 + Penalty 3260.346957 = -2681018.314800
  nChanged 38
		SP:Iteration 38Q (59586.610000 sec): 3 clusters
  Score: Raw -2684303.145374 + Penalty 3260.346957 = -2681042.798417
  nChanged 33
		SP:Iteration 39Q (59586.870000 sec): 3 clusters
  Score: Raw -2684320.909751 + Penalty 3260.346957 = -2681060.562794
  nChanged 28
		SP:Iteration 40F (59587.200000 sec): 3 clusters
  Score: Raw -2684336.660652 + Penalty 3260.346957 = -2681076.313695
  nChanged 28
		SP:Iteration 41Q (59587.470000 sec): 3 clusters
  Score: Raw -2684351.263977 + Penalty 3260.346957 = -2681090.917020
  nChanged 28
		SP:Iteration 42Q (59587.740000 sec): 3 clusters
  Score: Raw -2684364.956165 + Penalty 3260.346957 = -2681104.609208
  nChanged 21
		SP:Iteration 43Q (59588.060000 sec): 3 clusters
  Score: Raw -2684374.554907 + Penalty 3260.346957 = -2681114.207950
  nChanged 13
		SP:Iteration 44Q (59588.340000 sec): 3 clusters
  Score: Raw -2684379.615298 + Penalty 3260.346957 = -2681119.268341
  nChanged 9
		SP:Iteration 45Q (59588.630000 sec): 3 clusters
  Score: Raw -2684383.406511 + Penalty 3260.346957 = -2681123.059554
  nChanged 7
		SP:Iteration 46Q (59588.940000 sec): 3 clusters
  Score: Raw -2684385.869981 + Penalty 3260.346957 = -2681125.523024
  nChanged 5
		SP:Iteration 47Q (59589.240000 sec): 3 clusters
  Score: Raw -2684389.204270 + Penalty 3260.346957 = -2681128.857313
  nChanged 5
		SP:Iteration 48Q (59589.490000 sec): 3 clusters
  Score: Raw -2684391.237967 + Penalty 3260.346957 = -2681130.891010
  nChanged 5
		SP:Iteration 49Q (59589.760000 sec): 3 clusters
  Score: Raw -2684394.560211 + Penalty 3260.346957 = -2681134.213254
  nChanged 4
		SP:Iteration 50Q (59590.020000 sec): 3 clusters
  Score: Raw -2684395.882985 + Penalty 3260.346957 = -2681135.536028
  nChanged 1
		SP:Iteration 51Q (59590.300000 sec): 3 clusters
  Score: Raw -2684396.152982 + Penalty 3260.346957 = -2681135.806025
  nChanged 2
		SP:Iteration 52Q (59590.590000 sec): 3 clusters
  Score: Raw -2684396.575074 + Penalty 3260.346957 = -2681136.228117
  nChanged 0
		SP:Iteration 53F (59590.890000 sec): 3 clusters
  Score: Raw -2684396.575074 + Penalty 3260.346957 = -2681136.228117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 2 (362626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59592.330000 sec): 2 clusters
  Score: Raw -44101017.618312 + Penalty 2080.183183 = -44098937.435129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59593.940000 sec): 3 clusters
  Score: Raw -43858613.912458 + Penalty 4160.366366 = -43854453.546092
  nChanged 176934
		SP:Iteration 1F (59595.630000 sec): 3 clusters
  Score: Raw -43967215.615568 + Penalty 4160.366366 = -43963055.249202
  nChanged 12226
		SP:Iteration 2Q (59597.590000 sec): 3 clusters
  Score: Raw -43970779.806414 + Penalty 4160.366366 = -43966619.440049
  nChanged 15277
		SP:Iteration 3Q (59599.550000 sec): 3 clusters
  Score: Raw -43976541.312232 + Penalty 4160.366366 = -43972380.945866
  nChanged 19343
		SP:Iteration 4F (59601.380000 sec): 3 clusters
  Score: Raw -43985817.346016 + Penalty 4160.366366 = -43981656.979650
  nChanged 23824
		SP:Iteration 5F (59603.000000 sec): 3 clusters
  Score: Raw -44000015.192579 + Penalty 4160.366366 = -43995854.826214
  nChanged 27240
		SP:Iteration 6F (59604.600000 sec): 3 clusters
  Score: Raw -44019624.776686 + Penalty 4160.366366 = -44015464.410320
  nChanged 28732
		SP:Iteration 7F (59606.230000 sec): 3 clusters
  Score: Raw -44043919.657983 + Penalty 4160.366366 = -44039759.291618
  nChanged 26124
		SP:Iteration 8F (59608.010000 sec): 3 clusters
  Score: Raw -44068411.582723 + Penalty 4160.366366 = -44064251.216357
  nChanged 18701
		SP:Iteration 9F (59609.860000 sec): 3 clusters
  Score: Raw -44086512.277507 + Penalty 4160.366366 = -44082351.911142
  nChanged 10041
		SP:Iteration 10Q (59611.700000 sec): 3 clusters
  Score: Raw -44096114.710297 + Penalty 4160.366366 = -44091954.343931
  nChanged 3949
		SP:Iteration 11Q (59613.260000 sec): 3 clusters
  Score: Raw -44099695.302771 + Penalty 4160.366366 = -44095534.936405
  nChanged 1184
		SP:Iteration 12Q (59614.840000 sec): 3 clusters
  Score: Raw -44100719.517290 + Penalty 4160.366366 = -44096559.150924
  nChanged 325
		SP:Iteration 13Q (59616.260000 sec): 3 clusters
  Score: Raw -44101045.188082 + Penalty 4160.366366 = -44096884.821716
  nChanged 96
		SP:Iteration 14Q (59617.690000 sec): 3 clusters
  Score: Raw -44101144.097126 + Penalty 4160.366366 = -44096983.730760
  nChanged 37
		SP:Iteration 15Q (59618.970000 sec): 3 clusters
  Score: Raw -44101193.999054 + Penalty 4160.366366 = -44097033.632688
  nChanged 20
		SP:Iteration 16Q (59620.350000 sec): 3 clusters
  Score: Raw -44101226.680985 + Penalty 4160.366366 = -44097066.314620
  nChanged 13
		SP:Iteration 17Q (59621.840000 sec): 3 clusters
  Score: Raw -44101245.479064 + Penalty 4160.366366 = -44097085.112699
  nChanged 4
		SP:Iteration 18Q (59623.350000 sec): 3 clusters
  Score: Raw -44101250.208938 + Penalty 4160.366366 = -44097089.842572
  nChanged 2
		SP:Iteration 19Q (59624.770000 sec): 3 clusters
  Score: Raw -44101252.106860 + Penalty 4160.366366 = -44097091.740494
  nChanged 1
		SP:Iteration 20F (59626.340000 sec): 3 clusters
  Score: Raw -44101252.693885 + Penalty 4160.366366 = -44097092.327519
  nChanged 1
		SP:Iteration 21Q (59627.800000 sec): 3 clusters
  Score: Raw -44101253.225088 + Penalty 4160.366366 = -44097092.858722
  nChanged 0
		SP:Iteration 22F (59629.610000 sec): 3 clusters
  Score: Raw -44101253.225088 + Penalty 4160.366366 = -44097092.858722
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 3 (13466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59629.870000 sec): 2 clusters
  Score: Raw -1619706.743891 + Penalty 1545.037531 = -1618161.706360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59630.130000 sec): 3 clusters
  Score: Raw -1611824.076525 + Penalty 3090.075062 = -1608734.001462
  nChanged 5928
		SP:Iteration 1F (59630.440000 sec): 3 clusters
  Score: Raw -1615139.222967 + Penalty 3090.075062 = -1612049.147905
  nChanged 789
		SP:Iteration 2F (59630.650000 sec): 3 clusters
  Score: Raw -1615452.366482 + Penalty 3090.075062 = -1612362.291419
  nChanged 650
		SP:Iteration 3Q (59630.910000 sec): 3 clusters
  Score: Raw -1615729.532593 + Penalty 3090.075062 = -1612639.457530
  nChanged 610
		SP:Iteration 4Q (59631.180000 sec): 3 clusters
  Score: Raw -1615979.114668 + Penalty 3090.075062 = -1612889.039605
  nChanged 559
		SP:Iteration 5Q (59631.410000 sec): 3 clusters
  Score: Raw -1616237.233479 + Penalty 3090.075062 = -1613147.158417
  nChanged 577
		SP:Iteration 6Q (59631.670000 sec): 3 clusters
  Score: Raw -1616531.333334 + Penalty 3090.075062 = -1613441.258272
  nChanged 588
		SP:Iteration 7Q (59631.900000 sec): 3 clusters
  Score: Raw -1616855.986587 + Penalty 3090.075062 = -1613765.911524
  nChanged 547
		SP:Iteration 8Q (59632.120000 sec): 3 clusters
  Score: Raw -1617125.658279 + Penalty 3090.075062 = -1614035.583217
  nChanged 505
		SP:Iteration 9Q (59632.380000 sec): 3 clusters
  Score: Raw -1617375.549536 + Penalty 3090.075062 = -1614285.474473
  nChanged 492
		SP:Iteration 10Q (59632.640000 sec): 3 clusters
  Score: Raw -1617615.722371 + Penalty 3090.075062 = -1614525.647308
  nChanged 424
		SP:Iteration 11Q (59632.830000 sec): 3 clusters
  Score: Raw -1617794.863440 + Penalty 3090.075062 = -1614704.788377
  nChanged 373
		SP:Iteration 12Q (59633.110000 sec): 3 clusters
  Score: Raw -1617948.314302 + Penalty 3090.075062 = -1614858.239239
  nChanged 341
		SP:Iteration 13Q (59633.340000 sec): 3 clusters
  Score: Raw -1618092.228585 + Penalty 3090.075062 = -1615002.153523
  nChanged 329
		SP:Iteration 14Q (59633.570000 sec): 3 clusters
  Score: Raw -1618217.650399 + Penalty 3090.075062 = -1615127.575336
  nChanged 304
		SP:Iteration 15Q (59633.800000 sec): 3 clusters
  Score: Raw -1618335.559833 + Penalty 3090.075062 = -1615245.484771
  nChanged 306
		SP:Iteration 16Q (59634.080000 sec): 3 clusters
  Score: Raw -1618451.902065 + Penalty 3090.075062 = -1615361.827003
  nChanged 296
		SP:Iteration 17Q (59634.280000 sec): 3 clusters
  Score: Raw -1618566.500511 + Penalty 3090.075062 = -1615476.425449
  nChanged 283
		SP:Iteration 18Q (59634.540000 sec): 3 clusters
  Score: Raw -1618683.957719 + Penalty 3090.075062 = -1615593.882657
  nChanged 289
		SP:Iteration 19Q (59634.780000 sec): 3 clusters
  Score: Raw -1618810.257591 + Penalty 3090.075062 = -1615720.182529
  nChanged 291
		SP:Iteration 20F (59635.030000 sec): 3 clusters
  Score: Raw -1618934.332996 + Penalty 3090.075062 = -1615844.257934
  nChanged 269
		SP:Iteration 21Q (59635.280000 sec): 3 clusters
  Score: Raw -1619053.713498 + Penalty 3090.075062 = -1615963.638435
  nChanged 291
		SP:Iteration 22Q (59635.480000 sec): 3 clusters
  Score: Raw -1619187.374777 + Penalty 3090.075062 = -1616097.299714
  nChanged 252
		SP:Iteration 23Q (59635.750000 sec): 3 clusters
  Score: Raw -1619312.049149 + Penalty 3090.075062 = -1616221.974087
  nChanged 240
		SP:Iteration 24Q (59635.960000 sec): 3 clusters
  Score: Raw -1619430.708163 + Penalty 3090.075062 = -1616340.633101
  nChanged 216
		SP:Iteration 25Q (59636.180000 sec): 3 clusters
  Score: Raw -1619550.918046 + Penalty 3090.075062 = -1616460.842983
  nChanged 170
		SP:Iteration 26Q (59636.420000 sec): 3 clusters
  Score: Raw -1619648.547765 + Penalty 3090.075062 = -1616558.472703
  nChanged 157
		SP:Iteration 27Q (59636.640000 sec): 3 clusters
  Score: Raw -1619739.570492 + Penalty 3090.075062 = -1616649.495430
  nChanged 129
		SP:Iteration 28Q (59636.850000 sec): 3 clusters
  Score: Raw -1619843.308659 + Penalty 3090.075062 = -1616753.233597
  nChanged 123
		SP:Iteration 29Q (59637.130000 sec): 3 clusters
  Score: Raw -1619962.503407 + Penalty 3090.075062 = -1616872.428344
  nChanged 85
		SP:Iteration 30Q (59637.370000 sec): 3 clusters
  Score: Raw -1620035.890642 + Penalty 3090.075062 = -1616945.815579
  nChanged 63
		SP:Iteration 31Q (59637.620000 sec): 3 clusters
  Score: Raw -1620083.592956 + Penalty 3090.075062 = -1616993.517894
  nChanged 45
		SP:Iteration 32Q (59637.820000 sec): 3 clusters
  Score: Raw -1620119.534103 + Penalty 3090.075062 = -1617029.459040
  nChanged 36
		SP:Iteration 33Q (59638.060000 sec): 3 clusters
  Score: Raw -1620136.728180 + Penalty 3090.075062 = -1617046.653118
  nChanged 25
		SP:Iteration 34Q (59638.270000 sec): 3 clusters
  Score: Raw -1620148.195252 + Penalty 3090.075062 = -1617058.120190
  nChanged 12
		SP:Iteration 35Q (59638.500000 sec): 3 clusters
  Score: Raw -1620154.099440 + Penalty 3090.075062 = -1617064.024377
  nChanged 13
		SP:Iteration 36Q (59638.710000 sec): 3 clusters
  Score: Raw -1620159.796112 + Penalty 3090.075062 = -1617069.721050
  nChanged 5
		SP:Iteration 37Q (59638.950000 sec): 3 clusters
  Score: Raw -1620161.955313 + Penalty 3090.075062 = -1617071.880251
  nChanged 3
		SP:Iteration 38Q (59639.190000 sec): 3 clusters
  Score: Raw -1620163.182169 + Penalty 3090.075062 = -1617073.107107
  nChanged 4
		SP:Iteration 39Q (59639.460000 sec): 3 clusters
  Score: Raw -1620164.595585 + Penalty 3090.075062 = -1617074.520523
  nChanged 4
		SP:Iteration 40F (59639.750000 sec): 3 clusters
  Score: Raw -1620166.064102 + Penalty 3090.075062 = -1617075.989040
  nChanged 3
		SP:Iteration 41Q (59640.060000 sec): 3 clusters
  Score: Raw -1620167.384171 + Penalty 3090.075062 = -1617077.309108
  nChanged 2
		SP:Iteration 42Q (59640.360000 sec): 3 clusters
  Score: Raw -1620168.217384 + Penalty 3090.075062 = -1617078.142321
  nChanged 1
		SP:Iteration 43Q (59640.570000 sec): 3 clusters
  Score: Raw -1620168.515407 + Penalty 3090.075062 = -1617078.440344
  nChanged 1
		SP:Iteration 44Q (59640.800000 sec): 3 clusters
  Score: Raw -1620168.689259 + Penalty 3090.075062 = -1617078.614197
  nChanged 0
		SP:Iteration 45F (59641.020000 sec): 3 clusters
  Score: Raw -1620168.689259 + Penalty 3090.075062 = -1617078.614197
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 4 (41691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59641.230000 sec): 2 clusters
  Score: Raw -4732786.719863 + Penalty 1728.681591 = -4731058.038273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59641.630000 sec): 3 clusters
  Score: Raw -4706598.234559 + Penalty 3457.363181 = -4703140.871378
  nChanged 19511
		SP:Iteration 1F (59641.940000 sec): 3 clusters
  Score: Raw -4717801.272524 + Penalty 3457.363181 = -4714343.909343
  nChanged 2059
		SP:Iteration 2Q (59642.310000 sec): 3 clusters
  Score: Raw -4718615.691486 + Penalty 3457.363181 = -4715158.328305
  nChanged 2129
		SP:Iteration 3F (59642.790000 sec): 3 clusters
  Score: Raw -4719597.653766 + Penalty 3457.363181 = -4716140.290585
  nChanged 2274
		SP:Iteration 4F (59643.180000 sec): 3 clusters
  Score: Raw -4720810.693367 + Penalty 3457.363181 = -4717353.330186
  nChanged 2400
		SP:Iteration 5F (59643.560000 sec): 3 clusters
  Score: Raw -4722165.941485 + Penalty 3457.363181 = -4718708.578304
  nChanged 2495
		SP:Iteration 6F (59644.000000 sec): 3 clusters
  Score: Raw -4723647.347570 + Penalty 3457.363181 = -4720189.984389
  nChanged 2403
		SP:Iteration 7F (59644.350000 sec): 3 clusters
  Score: Raw -4725057.340830 + Penalty 3457.363181 = -4721599.977649
  nChanged 2120
		SP:Iteration 8F (59644.790000 sec): 3 clusters
  Score: Raw -4726216.329739 + Penalty 3457.363181 = -4722758.966558
  nChanged 1785
		SP:Iteration 9Q (59645.180000 sec): 3 clusters
  Score: Raw -4727068.140017 + Penalty 3457.363181 = -4723610.776836
  nChanged 1496
		SP:Iteration 10Q (59645.600000 sec): 3 clusters
  Score: Raw -4727677.812470 + Penalty 3457.363181 = -4724220.449289
  nChanged 1238
		SP:Iteration 11Q (59645.950000 sec): 3 clusters
  Score: Raw -4728121.578087 + Penalty 3457.363181 = -4724664.214906
  nChanged 1057
		SP:Iteration 12Q (59646.340000 sec): 3 clusters
  Score: Raw -4728453.022555 + Penalty 3457.363181 = -4724995.659374
  nChanged 824
		SP:Iteration 13Q (59646.770000 sec): 3 clusters
  Score: Raw -4728660.987777 + Penalty 3457.363181 = -4725203.624596
  nChanged 620
		SP:Iteration 14Q (59647.150000 sec): 3 clusters
  Score: Raw -4728790.506242 + Penalty 3457.363181 = -4725333.143061
  nChanged 534
		SP:Iteration 15Q (59647.540000 sec): 3 clusters
  Score: Raw -4728911.245948 + Penalty 3457.363181 = -4725453.882766
  nChanged 512
		SP:Iteration 16Q (59647.880000 sec): 3 clusters
  Score: Raw -4729014.515952 + Penalty 3457.363181 = -4725557.152771
  nChanged 437
		SP:Iteration 17Q (59648.260000 sec): 3 clusters
  Score: Raw -4729098.133579 + Penalty 3457.363181 = -4725640.770398
  nChanged 404
		SP:Iteration 18Q (59648.610000 sec): 3 clusters
  Score: Raw -4729171.215454 + Penalty 3457.363181 = -4725713.852273
  nChanged 344
		SP:Iteration 19Q (59648.960000 sec): 3 clusters
  Score: Raw -4729227.225280 + Penalty 3457.363181 = -4725769.862098
  nChanged 314
		SP:Iteration 20F (59649.390000 sec): 3 clusters
  Score: Raw -4729276.846912 + Penalty 3457.363181 = -4725819.483731
  nChanged 310
		SP:Iteration 21Q (59649.810000 sec): 3 clusters
  Score: Raw -4729325.233955 + Penalty 3457.363181 = -4725867.870774
  nChanged 278
		SP:Iteration 22Q (59650.180000 sec): 3 clusters
  Score: Raw -4729372.181603 + Penalty 3457.363181 = -4725914.818422
  nChanged 280
		SP:Iteration 23Q (59650.520000 sec): 3 clusters
  Score: Raw -4729415.325791 + Penalty 3457.363181 = -4725957.962610
  nChanged 269
		SP:Iteration 24Q (59650.890000 sec): 3 clusters
  Score: Raw -4729456.017454 + Penalty 3457.363181 = -4725998.654273
  nChanged 258
		SP:Iteration 25Q (59651.230000 sec): 3 clusters
  Score: Raw -4729495.150119 + Penalty 3457.363181 = -4726037.786938
  nChanged 254
		SP:Iteration 26Q (59651.600000 sec): 3 clusters
  Score: Raw -4729536.591975 + Penalty 3457.363181 = -4726079.228794
  nChanged 239
		SP:Iteration 27Q (59651.970000 sec): 3 clusters
  Score: Raw -4729570.806258 + Penalty 3457.363181 = -4726113.443077
  nChanged 215
		SP:Iteration 28Q (59652.360000 sec): 3 clusters
  Score: Raw -4729605.313085 + Penalty 3457.363181 = -4726147.949904
  nChanged 224
		SP:Iteration 29Q (59652.680000 sec): 3 clusters
  Score: Raw -4729652.490417 + Penalty 3457.363181 = -4726195.127236
  nChanged 255
		SP:Iteration 30Q (59653.060000 sec): 3 clusters
  Score: Raw -4729705.148848 + Penalty 3457.363181 = -4726247.785667
  nChanged 271
		SP:Iteration 31Q (59653.440000 sec): 3 clusters
  Score: Raw -4729760.625148 + Penalty 3457.363181 = -4726303.261967
  nChanged 289
		SP:Iteration 32Q (59653.880000 sec): 3 clusters
  Score: Raw -4729816.674371 + Penalty 3457.363181 = -4726359.311190
  nChanged 295
		SP:Iteration 33Q (59654.320000 sec): 3 clusters
  Score: Raw -4729874.265956 + Penalty 3457.363181 = -4726416.902775
  nChanged 318
		SP:Iteration 34Q (59654.730000 sec): 3 clusters
  Score: Raw -4729941.139964 + Penalty 3457.363181 = -4726483.776783
  nChanged 320
		SP:Iteration 35Q (59655.110000 sec): 3 clusters
  Score: Raw -4730014.943871 + Penalty 3457.363181 = -4726557.580690
  nChanged 337
		SP:Iteration 36Q (59655.490000 sec): 3 clusters
  Score: Raw -4730095.932366 + Penalty 3457.363181 = -4726638.569185
  nChanged 348
		SP:Iteration 37Q (59655.870000 sec): 3 clusters
  Score: Raw -4730179.235904 + Penalty 3457.363181 = -4726721.872723
  nChanged 324
		SP:Iteration 38Q (59656.320000 sec): 3 clusters
  Score: Raw -4730253.803653 + Penalty 3457.363181 = -4726796.440472
  nChanged 332
		SP:Iteration 39Q (59656.680000 sec): 3 clusters
  Score: Raw -4730331.075354 + Penalty 3457.363181 = -4726873.712173
  nChanged 317
		SP:Iteration 40F (59657.070000 sec): 3 clusters
  Score: Raw -4730403.859379 + Penalty 3457.363181 = -4726946.496198
  nChanged 350
		SP:Iteration 41Q (59657.460000 sec): 3 clusters
  Score: Raw -4730474.882546 + Penalty 3457.363181 = -4727017.519365
  nChanged 338
		SP:Iteration 42Q (59657.860000 sec): 3 clusters
  Score: Raw -4730543.656297 + Penalty 3457.363181 = -4727086.293116
  nChanged 309
		SP:Iteration 43Q (59658.220000 sec): 3 clusters
  Score: Raw -4730605.451368 + Penalty 3457.363181 = -4727148.088187
  nChanged 292
		SP:Iteration 44Q (59658.590000 sec): 3 clusters
  Score: Raw -4730659.774381 + Penalty 3457.363181 = -4727202.411200
  nChanged 264
		SP:Iteration 45Q (59658.950000 sec): 3 clusters
  Score: Raw -4730704.420333 + Penalty 3457.363181 = -4727247.057152
  nChanged 249
		SP:Iteration 46Q (59659.280000 sec): 3 clusters
  Score: Raw -4730743.580090 + Penalty 3457.363181 = -4727286.216909
  nChanged 227
		SP:Iteration 47Q (59659.650000 sec): 3 clusters
  Score: Raw -4730778.652958 + Penalty 3457.363181 = -4727321.289777
  nChanged 246
		SP:Iteration 48Q (59659.970000 sec): 3 clusters
  Score: Raw -4730822.678516 + Penalty 3457.363181 = -4727365.315335
  nChanged 269
		SP:Iteration 49Q (59660.310000 sec): 3 clusters
  Score: Raw -4730868.569303 + Penalty 3457.363181 = -4727411.206122
  nChanged 238
		SP:Iteration 50Q (59660.630000 sec): 3 clusters
  Score: Raw -4730906.845152 + Penalty 3457.363181 = -4727449.481971
  nChanged 239
		SP:Iteration 51Q (59660.970000 sec): 3 clusters
  Score: Raw -4730948.086100 + Penalty 3457.363181 = -4727490.722919
  nChanged 249
		SP:Iteration 52Q (59661.350000 sec): 3 clusters
  Score: Raw -4730988.565386 + Penalty 3457.363181 = -4727531.202205
  nChanged 232
		SP:Iteration 53Q (59661.680000 sec): 3 clusters
  Score: Raw -4731027.880423 + Penalty 3457.363181 = -4727570.517242
  nChanged 265
		SP:Iteration 54Q (59662.060000 sec): 3 clusters
  Score: Raw -4731073.130058 + Penalty 3457.363181 = -4727615.766877
  nChanged 248
		SP:Iteration 55Q (59662.400000 sec): 3 clusters
  Score: Raw -4731116.460231 + Penalty 3457.363181 = -4727659.097050
  nChanged 255
		SP:Iteration 56Q (59662.800000 sec): 3 clusters
  Score: Raw -4731161.247387 + Penalty 3457.363181 = -4727703.884206
  nChanged 264
		SP:Iteration 57Q (59663.180000 sec): 3 clusters
  Score: Raw -4731211.974816 + Penalty 3457.363181 = -4727754.611635
  nChanged 290
		SP:Iteration 58Q (59663.550000 sec): 3 clusters
  Score: Raw -4731275.167331 + Penalty 3457.363181 = -4727817.804150
  nChanged 307
		SP:Iteration 59Q (59663.970000 sec): 3 clusters
  Score: Raw -4731342.699646 + Penalty 3457.363181 = -4727885.336465
  nChanged 305
		SP:Iteration 60F (59664.350000 sec): 3 clusters
  Score: Raw -4731412.926588 + Penalty 3457.363181 = -4727955.563407
  nChanged 326
		SP:Iteration 61Q (59664.840000 sec): 3 clusters
  Score: Raw -4731487.708597 + Penalty 3457.363181 = -4728030.345416
  nChanged 318
		SP:Iteration 62Q (59665.240000 sec): 3 clusters
  Score: Raw -4731562.439945 + Penalty 3457.363181 = -4728105.076763
  nChanged 319
		SP:Iteration 63Q (59665.650000 sec): 3 clusters
  Score: Raw -4731644.756961 + Penalty 3457.363181 = -4728187.393779
  nChanged 339
		SP:Iteration 64Q (59666.040000 sec): 3 clusters
  Score: Raw -4731738.953217 + Penalty 3457.363181 = -4728281.590036
  nChanged 367
		SP:Iteration 65Q (59666.440000 sec): 3 clusters
  Score: Raw -4731858.069401 + Penalty 3457.363181 = -4728400.706220
  nChanged 380
		SP:Iteration 66Q (59666.830000 sec): 3 clusters
  Score: Raw -4731986.607820 + Penalty 3457.363181 = -4728529.244639
  nChanged 373
		SP:Iteration 67Q (59667.220000 sec): 3 clusters
  Score: Raw -4732114.722425 + Penalty 3457.363181 = -4728657.359244
  nChanged 350
		SP:Iteration 68Q (59667.580000 sec): 3 clusters
  Score: Raw -4732244.506770 + Penalty 3457.363181 = -4728787.143589
  nChanged 343
		SP:Iteration 69Q (59668.060000 sec): 3 clusters
  Score: Raw -4732377.899963 + Penalty 3457.363181 = -4728920.536782
  nChanged 349
		SP:Iteration 70Q (59668.420000 sec): 3 clusters
  Score: Raw -4732529.262151 + Penalty 3457.363181 = -4729071.898970
  nChanged 343
		SP:Iteration 71Q (59668.780000 sec): 3 clusters
  Score: Raw -4732700.818170 + Penalty 3457.363181 = -4729243.454989
  nChanged 342
		SP:Iteration 72Q (59669.140000 sec): 3 clusters
  Score: Raw -4732919.408417 + Penalty 3457.363181 = -4729462.045236
  nChanged 334
		SP:Iteration 73Q (59669.470000 sec): 3 clusters
  Score: Raw -4733211.962360 + Penalty 3457.363181 = -4729754.599179
  nChanged 296
		SP:Iteration 74Q (59669.840000 sec): 3 clusters
  Score: Raw -4733445.480514 + Penalty 3457.363181 = -4729988.117333
  nChanged 234
		SP:Iteration 75Q (59670.200000 sec): 3 clusters
  Score: Raw -4733565.026584 + Penalty 3457.363181 = -4730107.663403
  nChanged 173
		SP:Iteration 76Q (59670.600000 sec): 3 clusters
  Score: Raw -4733615.823932 + Penalty 3457.363181 = -4730158.460751
  nChanged 118
		SP:Iteration 77Q (59670.900000 sec): 3 clusters
  Score: Raw -4733646.793220 + Penalty 3457.363181 = -4730189.430039
  nChanged 91
		SP:Iteration 78Q (59671.350000 sec): 3 clusters
  Score: Raw -4733667.540355 + Penalty 3457.363181 = -4730210.177174
  nChanged 66
		SP:Iteration 79Q (59671.730000 sec): 3 clusters
  Score: Raw -4733682.100155 + Penalty 3457.363181 = -4730224.736974
  nChanged 64
		SP:Iteration 80F (59672.130000 sec): 3 clusters
  Score: Raw -4733697.770547 + Penalty 3457.363181 = -4730240.407366
  nChanged 63
		SP:Iteration 81Q (59672.480000 sec): 3 clusters
  Score: Raw -4733713.496061 + Penalty 3457.363181 = -4730256.132880
  nChanged 63
		SP:Iteration 82Q (59672.870000 sec): 3 clusters
  Score: Raw -4733726.463889 + Penalty 3457.363181 = -4730269.100708
  nChanged 51
		SP:Iteration 83Q (59673.280000 sec): 3 clusters
  Score: Raw -4733737.511128 + Penalty 3457.363181 = -4730280.147947
  nChanged 57
		SP:Iteration 84Q (59673.630000 sec): 3 clusters
  Score: Raw -4733751.069984 + Penalty 3457.363181 = -4730293.706803
  nChanged 58
		SP:Iteration 85Q (59674.050000 sec): 3 clusters
  Score: Raw -4733764.524787 + Penalty 3457.363181 = -4730307.161606
  nChanged 52
		SP:Iteration 86Q (59674.450000 sec): 3 clusters
  Score: Raw -4733773.210171 + Penalty 3457.363181 = -4730315.846990
  nChanged 41
		SP:Iteration 87Q (59674.850000 sec): 3 clusters
  Score: Raw -4733782.062721 + Penalty 3457.363181 = -4730324.699540
  nChanged 40
		SP:Iteration 88Q (59675.160000 sec): 3 clusters
  Score: Raw -4733788.784749 + Penalty 3457.363181 = -4730331.421568
  nChanged 27
		SP:Iteration 89Q (59675.540000 sec): 3 clusters
  Score: Raw -4733793.803656 + Penalty 3457.363181 = -4730336.440475
  nChanged 30
		SP:Iteration 90Q (59675.920000 sec): 3 clusters
  Score: Raw -4733797.924927 + Penalty 3457.363181 = -4730340.561746
  nChanged 24
		SP:Iteration 91Q (59676.270000 sec): 3 clusters
  Score: Raw -4733801.487274 + Penalty 3457.363181 = -4730344.124092
  nChanged 17
		SP:Iteration 92Q (59676.640000 sec): 3 clusters
  Score: Raw -4733804.105627 + Penalty 3457.363181 = -4730346.742446
  nChanged 17
		SP:Iteration 93Q (59677.080000 sec): 3 clusters
  Score: Raw -4733805.957761 + Penalty 3457.363181 = -4730348.594580
  nChanged 11
		SP:Iteration 94Q (59677.420000 sec): 3 clusters
  Score: Raw -4733807.869923 + Penalty 3457.363181 = -4730350.506741
  nChanged 9
		SP:Iteration 95Q (59677.790000 sec): 3 clusters
  Score: Raw -4733809.653101 + Penalty 3457.363181 = -4730352.289920
  nChanged 16
		SP:Iteration 96Q (59678.170000 sec): 3 clusters
  Score: Raw -4733812.993799 + Penalty 3457.363181 = -4730355.630617
  nChanged 13
		SP:Iteration 97Q (59678.530000 sec): 3 clusters
  Score: Raw -4733815.259960 + Penalty 3457.363181 = -4730357.896779
  nChanged 12
		SP:Iteration 98Q (59678.890000 sec): 3 clusters
  Score: Raw -4733816.984941 + Penalty 3457.363181 = -4730359.621760
  nChanged 8
		SP:Iteration 99Q (59679.280000 sec): 3 clusters
  Score: Raw -4733818.071476 + Penalty 3457.363181 = -4730360.708295
  nChanged 6
		SP:Iteration 100F (59679.700000 sec): 3 clusters
  Score: Raw -4733818.740624 + Penalty 3457.363181 = -4730361.377443
  nChanged 5
		SP:Iteration 101Q (59680.080000 sec): 3 clusters
  Score: Raw -4733819.241984 + Penalty 3457.363181 = -4730361.878803
  nChanged 3
		SP:Iteration 102Q (59680.500000 sec): 3 clusters
  Score: Raw -4733819.538573 + Penalty 3457.363181 = -4730362.175392
  nChanged 7
		SP:Iteration 103Q (59680.850000 sec): 3 clusters
  Score: Raw -4733820.186150 + Penalty 3457.363181 = -4730362.822969
  nChanged 6
		SP:Iteration 104Q (59681.240000 sec): 3 clusters
  Score: Raw -4733820.900003 + Penalty 3457.363181 = -4730363.536822
  nChanged 4
		SP:Iteration 105Q (59681.620000 sec): 3 clusters
  Score: Raw -4733821.301691 + Penalty 3457.363181 = -4730363.938510
  nChanged 2
		SP:Iteration 106Q (59681.960000 sec): 3 clusters
  Score: Raw -4733821.449567 + Penalty 3457.363181 = -4730364.086386
  nChanged 2
		SP:Iteration 107Q (59682.350000 sec): 3 clusters
  Score: Raw -4733821.627528 + Penalty 3457.363181 = -4730364.264347
  nChanged 1
		SP:Iteration 108Q (59682.770000 sec): 3 clusters
  Score: Raw -4733821.817960 + Penalty 3457.363181 = -4730364.454779
  nChanged 1
		SP:Iteration 109Q (59683.180000 sec): 3 clusters
  Score: Raw -4733821.985471 + Penalty 3457.363181 = -4730364.622289
  nChanged 0
		SP:Iteration 110F (59683.590000 sec): 3 clusters
  Score: Raw -4733821.985471 + Penalty 3457.363181 = -4730364.622289
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 5 (23257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59683.820000 sec): 2 clusters
  Score: Raw -2673370.512668 + Penalty 1633.833734 = -2671736.678934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59684.110000 sec): 3 clusters
  Score: Raw -2659116.797232 + Penalty 3267.667468 = -2655849.129763
  nChanged 10636
		SP:Iteration 1F (59684.380000 sec): 3 clusters
  Score: Raw -2665291.124758 + Penalty 3267.667468 = -2662023.457289
  nChanged 1255
		SP:Iteration 2F (59684.690000 sec): 3 clusters
  Score: Raw -2665790.340305 + Penalty 3267.667468 = -2662522.672837
  nChanged 1195
		SP:Iteration 3F (59685.030000 sec): 3 clusters
  Score: Raw -2666337.089908 + Penalty 3267.667468 = -2663069.422440
  nChanged 1207
		SP:Iteration 4F (59685.440000 sec): 3 clusters
  Score: Raw -2666984.148506 + Penalty 3267.667468 = -2663716.481038
  nChanged 1316
		SP:Iteration 5F (59685.730000 sec): 3 clusters
  Score: Raw -2667838.408421 + Penalty 3267.667468 = -2664570.740953
  nChanged 1431
		SP:Iteration 6F (59686.100000 sec): 3 clusters
  Score: Raw -2668871.586562 + Penalty 3267.667468 = -2665603.919093
  nChanged 1467
		SP:Iteration 7F (59686.430000 sec): 3 clusters
  Score: Raw -2670073.930861 + Penalty 3267.667468 = -2666806.263393
  nChanged 1340
		SP:Iteration 8F (59686.720000 sec): 3 clusters
  Score: Raw -2671178.758518 + Penalty 3267.667468 = -2667911.091049
  nChanged 1096
		SP:Iteration 9Q (59687.090000 sec): 3 clusters
  Score: Raw -2672017.099277 + Penalty 3267.667468 = -2668749.431809
  nChanged 816
		SP:Iteration 10Q (59687.390000 sec): 3 clusters
  Score: Raw -2672561.084014 + Penalty 3267.667468 = -2669293.416545
  nChanged 562
		SP:Iteration 11Q (59687.750000 sec): 3 clusters
  Score: Raw -2672892.744517 + Penalty 3267.667468 = -2669625.077049
  nChanged 416
		SP:Iteration 12Q (59688.060000 sec): 3 clusters
  Score: Raw -2673108.616341 + Penalty 3267.667468 = -2669840.948872
  nChanged 288
		SP:Iteration 13Q (59688.390000 sec): 3 clusters
  Score: Raw -2673244.982813 + Penalty 3267.667468 = -2669977.315345
  nChanged 262
		SP:Iteration 14Q (59688.700000 sec): 3 clusters
  Score: Raw -2673362.012896 + Penalty 3267.667468 = -2670094.345427
  nChanged 220
		SP:Iteration 15Q (59689.000000 sec): 3 clusters
  Score: Raw -2673476.721249 + Penalty 3267.667468 = -2670209.053780
  nChanged 222
		SP:Iteration 16Q (59689.260000 sec): 3 clusters
  Score: Raw -2673584.633442 + Penalty 3267.667468 = -2670316.965974
  nChanged 201
		SP:Iteration 17Q (59689.580000 sec): 3 clusters
  Score: Raw -2673689.041078 + Penalty 3267.667468 = -2670421.373609
  nChanged 191
		SP:Iteration 18Q (59689.910000 sec): 3 clusters
  Score: Raw -2673783.223337 + Penalty 3267.667468 = -2670515.555869
  nChanged 158
		SP:Iteration 19Q (59690.210000 sec): 3 clusters
  Score: Raw -2673862.218683 + Penalty 3267.667468 = -2670594.551215
  nChanged 130
		SP:Iteration 20F (59690.520000 sec): 3 clusters
  Score: Raw -2673924.946824 + Penalty 3267.667468 = -2670657.279355
  nChanged 123
		SP:Iteration 21Q (59690.840000 sec): 3 clusters
  Score: Raw -2673977.536811 + Penalty 3267.667468 = -2670709.869342
  nChanged 109
		SP:Iteration 22Q (59691.140000 sec): 3 clusters
  Score: Raw -2674016.680401 + Penalty 3267.667468 = -2670749.012933
  nChanged 82
		SP:Iteration 23Q (59691.420000 sec): 3 clusters
  Score: Raw -2674046.904943 + Penalty 3267.667468 = -2670779.237475
  nChanged 79
		SP:Iteration 24Q (59691.710000 sec): 3 clusters
  Score: Raw -2674071.408532 + Penalty 3267.667468 = -2670803.741064
  nChanged 71
		SP:Iteration 25Q (59691.970000 sec): 3 clusters
  Score: Raw -2674091.400434 + Penalty 3267.667468 = -2670823.732966
  nChanged 43
		SP:Iteration 26Q (59692.290000 sec): 3 clusters
  Score: Raw -2674102.448489 + Penalty 3267.667468 = -2670834.781021
  nChanged 45
		SP:Iteration 27Q (59692.550000 sec): 3 clusters
  Score: Raw -2674114.873310 + Penalty 3267.667468 = -2670847.205841
  nChanged 44
		SP:Iteration 28Q (59692.860000 sec): 3 clusters
  Score: Raw -2674127.196491 + Penalty 3267.667468 = -2670859.529023
  nChanged 44
		SP:Iteration 29Q (59693.100000 sec): 3 clusters
  Score: Raw -2674136.341462 + Penalty 3267.667468 = -2670868.673994
  nChanged 40
		SP:Iteration 30Q (59693.440000 sec): 3 clusters
  Score: Raw -2674147.488924 + Penalty 3267.667468 = -2670879.821456
  nChanged 40
		SP:Iteration 31Q (59693.760000 sec): 3 clusters
  Score: Raw -2674160.209589 + Penalty 3267.667468 = -2670892.542120
  nChanged 35
		SP:Iteration 32Q (59694.040000 sec): 3 clusters
  Score: Raw -2674169.139272 + Penalty 3267.667468 = -2670901.471803
  nChanged 34
		SP:Iteration 33Q (59694.330000 sec): 3 clusters
  Score: Raw -2674176.870331 + Penalty 3267.667468 = -2670909.202863
  nChanged 30
		SP:Iteration 34Q (59694.620000 sec): 3 clusters
  Score: Raw -2674184.980881 + Penalty 3267.667468 = -2670917.313412
  nChanged 34
		SP:Iteration 35Q (59694.920000 sec): 3 clusters
  Score: Raw -2674191.918727 + Penalty 3267.667468 = -2670924.251258
  nChanged 26
		SP:Iteration 36Q (59695.210000 sec): 3 clusters
  Score: Raw -2674197.795792 + Penalty 3267.667468 = -2670930.128324
  nChanged 24
		SP:Iteration 37Q (59695.500000 sec): 3 clusters
  Score: Raw -2674203.278373 + Penalty 3267.667468 = -2670935.610904
  nChanged 26
		SP:Iteration 38Q (59695.800000 sec): 3 clusters
  Score: Raw -2674209.140472 + Penalty 3267.667468 = -2670941.473003
  nChanged 20
		SP:Iteration 39Q (59696.160000 sec): 3 clusters
  Score: Raw -2674213.168806 + Penalty 3267.667468 = -2670945.501337
  nChanged 22
		SP:Iteration 40F (59696.420000 sec): 3 clusters
  Score: Raw -2674217.808992 + Penalty 3267.667468 = -2670950.141523
  nChanged 21
		SP:Iteration 41Q (59696.710000 sec): 3 clusters
  Score: Raw -2674222.169725 + Penalty 3267.667468 = -2670954.502256
  nChanged 16
		SP:Iteration 42Q (59696.980000 sec): 3 clusters
  Score: Raw -2674227.846923 + Penalty 3267.667468 = -2670960.179455
  nChanged 27
		SP:Iteration 43Q (59697.300000 sec): 3 clusters
  Score: Raw -2674233.008446 + Penalty 3267.667468 = -2670965.340977
  nChanged 28
		SP:Iteration 44Q (59697.650000 sec): 3 clusters
  Score: Raw -2674239.075296 + Penalty 3267.667468 = -2670971.407828
  nChanged 25
		SP:Iteration 45Q (59697.930000 sec): 3 clusters
  Score: Raw -2674244.735890 + Penalty 3267.667468 = -2670977.068422
  nChanged 18
		SP:Iteration 46Q (59698.250000 sec): 3 clusters
  Score: Raw -2674247.858973 + Penalty 3267.667468 = -2670980.191504
  nChanged 9
		SP:Iteration 47Q (59698.540000 sec): 3 clusters
  Score: Raw -2674248.802213 + Penalty 3267.667468 = -2670981.134745
  nChanged 3
		SP:Iteration 48Q (59698.840000 sec): 3 clusters
  Score: Raw -2674249.137523 + Penalty 3267.667468 = -2670981.470054
  nChanged 3
		SP:Iteration 49Q (59699.150000 sec): 3 clusters
  Score: Raw -2674249.782932 + Penalty 3267.667468 = -2670982.115464
  nChanged 5
		SP:Iteration 50Q (59699.430000 sec): 3 clusters
  Score: Raw -2674250.910692 + Penalty 3267.667468 = -2670983.243223
  nChanged 4
		SP:Iteration 51Q (59699.760000 sec): 3 clusters
  Score: Raw -2674251.492962 + Penalty 3267.667468 = -2670983.825493
  nChanged 5
		SP:Iteration 52Q (59699.970000 sec): 3 clusters
  Score: Raw -2674252.259676 + Penalty 3267.667468 = -2670984.592207
  nChanged 0
		SP:Iteration 53F (59700.280000 sec): 3 clusters
  Score: Raw -2674252.259676 + Penalty 3267.667468 = -2670984.592207
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 6 (61163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59700.680000 sec): 2 clusters
  Score: Raw -7161548.969297 + Penalty 1790.960878 = -7159758.008419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59701.100000 sec): 3 clusters
  Score: Raw -7122294.371176 + Penalty 3581.921756 = -7118712.449420
  nChanged 29131
		SP:Iteration 1F (59701.550000 sec): 3 clusters
  Score: Raw -7139167.939986 + Penalty 3581.921756 = -7135586.018230
  nChanged 2456
		SP:Iteration 2Q (59702.040000 sec): 3 clusters
  Score: Raw -7139956.518232 + Penalty 3581.921756 = -7136374.596476
  nChanged 2599
		SP:Iteration 3Q (59702.510000 sec): 3 clusters
  Score: Raw -7140933.458298 + Penalty 3581.921756 = -7137351.536542
  nChanged 2918
		SP:Iteration 4Q (59703.000000 sec): 3 clusters
  Score: Raw -7142209.772677 + Penalty 3581.921756 = -7138627.850921
  nChanged 3289
		SP:Iteration 5F (59703.450000 sec): 3 clusters
  Score: Raw -7143966.349499 + Penalty 3581.921756 = -7140384.427743
  nChanged 3783
		SP:Iteration 6F (59703.910000 sec): 3 clusters
  Score: Raw -7146559.797173 + Penalty 3581.921756 = -7142977.875417
  nChanged 4034
		SP:Iteration 7F (59704.360000 sec): 3 clusters
  Score: Raw -7149925.074571 + Penalty 3581.921756 = -7146343.152816
  nChanged 3630
		SP:Iteration 8F (59704.820000 sec): 3 clusters
  Score: Raw -7152929.326925 + Penalty 3581.921756 = -7149347.405169
  nChanged 2768
		SP:Iteration 9Q (59705.340000 sec): 3 clusters
  Score: Raw -7154762.310235 + Penalty 3581.921756 = -7151180.388479
  nChanged 1898
		SP:Iteration 10Q (59705.810000 sec): 3 clusters
  Score: Raw -7155694.290902 + Penalty 3581.921756 = -7152112.369146
  nChanged 1361
		SP:Iteration 11Q (59706.250000 sec): 3 clusters
  Score: Raw -7156253.442198 + Penalty 3581.921756 = -7152671.520442
  nChanged 1060
		SP:Iteration 12Q (59706.680000 sec): 3 clusters
  Score: Raw -7156685.500709 + Penalty 3581.921756 = -7153103.578953
  nChanged 1073
		SP:Iteration 13Q (59707.110000 sec): 3 clusters
  Score: Raw -7157114.568866 + Penalty 3581.921756 = -7153532.647110
  nChanged 1007
		SP:Iteration 14Q (59707.490000 sec): 3 clusters
  Score: Raw -7157499.079781 + Penalty 3581.921756 = -7153917.158026
  nChanged 939
		SP:Iteration 15Q (59707.860000 sec): 3 clusters
  Score: Raw -7157861.405848 + Penalty 3581.921756 = -7154279.484093
  nChanged 921
		SP:Iteration 16Q (59708.240000 sec): 3 clusters
  Score: Raw -7158226.467452 + Penalty 3581.921756 = -7154644.545696
  nChanged 904
		SP:Iteration 17Q (59708.620000 sec): 3 clusters
  Score: Raw -7158599.060147 + Penalty 3581.921756 = -7155017.138392
  nChanged 872
		SP:Iteration 18Q (59709.030000 sec): 3 clusters
  Score: Raw -7158972.144890 + Penalty 3581.921756 = -7155390.223134
  nChanged 858
		SP:Iteration 19Q (59709.440000 sec): 3 clusters
  Score: Raw -7159360.659189 + Penalty 3581.921756 = -7155778.737433
  nChanged 817
		SP:Iteration 20F (59709.930000 sec): 3 clusters
  Score: Raw -7159757.528458 + Penalty 3581.921756 = -7156175.606702
  nChanged 749
		SP:Iteration 21Q (59710.410000 sec): 3 clusters
  Score: Raw -7160138.825969 + Penalty 3581.921756 = -7156556.904213
  nChanged 682
		SP:Iteration 22Q (59710.890000 sec): 3 clusters
  Score: Raw -7160504.572423 + Penalty 3581.921756 = -7156922.650667
  nChanged 640
		SP:Iteration 23Q (59711.230000 sec): 3 clusters
  Score: Raw -7160875.081349 + Penalty 3581.921756 = -7157293.159593
  nChanged 595
		SP:Iteration 24Q (59711.700000 sec): 3 clusters
  Score: Raw -7161221.816803 + Penalty 3581.921756 = -7157639.895047
  nChanged 453
		SP:Iteration 25Q (59712.130000 sec): 3 clusters
  Score: Raw -7161483.494436 + Penalty 3581.921756 = -7157901.572680
  nChanged 351
		SP:Iteration 26Q (59712.620000 sec): 3 clusters
  Score: Raw -7161677.075141 + Penalty 3581.921756 = -7158095.153385
  nChanged 277
		SP:Iteration 27Q (59713.030000 sec): 3 clusters
  Score: Raw -7161820.328295 + Penalty 3581.921756 = -7158238.406539
  nChanged 225
		SP:Iteration 28Q (59713.470000 sec): 3 clusters
  Score: Raw -7161928.153542 + Penalty 3581.921756 = -7158346.231787
  nChanged 175
		SP:Iteration 29Q (59713.880000 sec): 3 clusters
  Score: Raw -7161998.403224 + Penalty 3581.921756 = -7158416.481468
  nChanged 135
		SP:Iteration 30Q (59714.460000 sec): 3 clusters
  Score: Raw -7162055.172314 + Penalty 3581.921756 = -7158473.250559
  nChanged 117
		SP:Iteration 31Q (59714.940000 sec): 3 clusters
  Score: Raw -7162107.065466 + Penalty 3581.921756 = -7158525.143710
  nChanged 97
		SP:Iteration 32Q (59715.400000 sec): 3 clusters
  Score: Raw -7162145.589346 + Penalty 3581.921756 = -7158563.667590
  nChanged 71
		SP:Iteration 33Q (59715.870000 sec): 3 clusters
  Score: Raw -7162168.385635 + Penalty 3581.921756 = -7158586.463879
  nChanged 43
		SP:Iteration 34Q (59716.280000 sec): 3 clusters
  Score: Raw -7162178.427822 + Penalty 3581.921756 = -7158596.506067
  nChanged 28
		SP:Iteration 35Q (59716.840000 sec): 3 clusters
  Score: Raw -7162184.258323 + Penalty 3581.921756 = -7158602.336567
  nChanged 18
		SP:Iteration 36Q (59717.270000 sec): 3 clusters
  Score: Raw -7162188.727084 + Penalty 3581.921756 = -7158606.805328
  nChanged 16
		SP:Iteration 37Q (59717.710000 sec): 3 clusters
  Score: Raw -7162192.300490 + Penalty 3581.921756 = -7158610.378734
  nChanged 12
		SP:Iteration 38Q (59718.150000 sec): 3 clusters
  Score: Raw -7162195.202833 + Penalty 3581.921756 = -7158613.281077
  nChanged 12
		SP:Iteration 39Q (59718.610000 sec): 3 clusters
  Score: Raw -7162197.945500 + Penalty 3581.921756 = -7158616.023744
  nChanged 10
		SP:Iteration 40F (59719.120000 sec): 3 clusters
  Score: Raw -7162199.986749 + Penalty 3581.921756 = -7158618.064993
  nChanged 10
		SP:Iteration 41Q (59719.550000 sec): 3 clusters
  Score: Raw -7162202.520452 + Penalty 3581.921756 = -7158620.598696
  nChanged 12
		SP:Iteration 42Q (59720.010000 sec): 3 clusters
  Score: Raw -7162204.209349 + Penalty 3581.921756 = -7158622.287593
  nChanged 5
		SP:Iteration 43Q (59720.410000 sec): 3 clusters
  Score: Raw -7162205.277336 + Penalty 3581.921756 = -7158623.355580
  nChanged 8
		SP:Iteration 44Q (59720.790000 sec): 3 clusters
  Score: Raw -7162207.549752 + Penalty 3581.921756 = -7158625.627996
  nChanged 10
		SP:Iteration 45Q (59721.240000 sec): 3 clusters
  Score: Raw -7162209.615657 + Penalty 3581.921756 = -7158627.693901
  nChanged 6
		SP:Iteration 46Q (59721.650000 sec): 3 clusters
  Score: Raw -7162210.838177 + Penalty 3581.921756 = -7158628.916421
  nChanged 11
		SP:Iteration 47Q (59722.050000 sec): 3 clusters
  Score: Raw -7162213.999547 + Penalty 3581.921756 = -7158632.077791
  nChanged 10
		SP:Iteration 48Q (59722.520000 sec): 3 clusters
  Score: Raw -7162215.930647 + Penalty 3581.921756 = -7158634.008891
  nChanged 7
		SP:Iteration 49Q (59722.950000 sec): 3 clusters
  Score: Raw -7162216.937764 + Penalty 3581.921756 = -7158635.016008
  nChanged 5
		SP:Iteration 50Q (59723.390000 sec): 3 clusters
  Score: Raw -7162218.141405 + Penalty 3581.921756 = -7158636.219649
  nChanged 5
		SP:Iteration 51Q (59723.810000 sec): 3 clusters
  Score: Raw -7162219.206993 + Penalty 3581.921756 = -7158637.285237
  nChanged 2
		SP:Iteration 52Q (59724.230000 sec): 3 clusters
  Score: Raw -7162219.454404 + Penalty 3581.921756 = -7158637.532648
  nChanged 2
		SP:Iteration 53Q (59724.740000 sec): 3 clusters
  Score: Raw -7162219.901239 + Penalty 3581.921756 = -7158637.979483
  nChanged 5
		SP:Iteration 54Q (59725.210000 sec): 3 clusters
  Score: Raw -7162221.274444 + Penalty 3581.921756 = -7158639.352688
  nChanged 4
		SP:Iteration 55Q (59725.660000 sec): 3 clusters
  Score: Raw -7162222.301988 + Penalty 3581.921756 = -7158640.380232
  nChanged 4
		SP:Iteration 56Q (59726.090000 sec): 3 clusters
  Score: Raw -7162222.860013 + Penalty 3581.921756 = -7158640.938257
  nChanged 1
		SP:Iteration 57Q (59726.530000 sec): 3 clusters
  Score: Raw -7162222.977960 + Penalty 3581.921756 = -7158641.056204
  nChanged 1
		SP:Iteration 58Q (59726.980000 sec): 3 clusters
  Score: Raw -7162223.160855 + Penalty 3581.921756 = -7158641.239099
  nChanged 2
		SP:Iteration 59Q (59727.390000 sec): 3 clusters
  Score: Raw -7162223.818234 + Penalty 3581.921756 = -7158641.896478
  nChanged 2
		SP:Iteration 60F (59727.820000 sec): 3 clusters
  Score: Raw -7162224.156284 + Penalty 3581.921756 = -7158642.234528
  nChanged 4
		SP:Iteration 61Q (59728.250000 sec): 3 clusters
  Score: Raw -7162225.165840 + Penalty 3581.921756 = -7158643.244084
  nChanged 4
		SP:Iteration 62Q (59728.650000 sec): 3 clusters
  Score: Raw -7162225.861462 + Penalty 3581.921756 = -7158643.939706
  nChanged 8
		SP:Iteration 63Q (59729.060000 sec): 3 clusters
  Score: Raw -7162227.027237 + Penalty 3581.921756 = -7158645.105481
  nChanged 6
		SP:Iteration 64Q (59729.490000 sec): 3 clusters
  Score: Raw -7162228.371046 + Penalty 3581.921756 = -7158646.449290
  nChanged 7
		SP:Iteration 65Q (59729.940000 sec): 3 clusters
  Score: Raw -7162229.743037 + Penalty 3581.921756 = -7158647.821281
  nChanged 5
		SP:Iteration 66Q (59730.350000 sec): 3 clusters
  Score: Raw -7162231.082543 + Penalty 3581.921756 = -7158649.160787
  nChanged 7
		SP:Iteration 67Q (59730.790000 sec): 3 clusters
  Score: Raw -7162232.409374 + Penalty 3581.921756 = -7158650.487618
  nChanged 4
		SP:Iteration 68Q (59731.270000 sec): 3 clusters
  Score: Raw -7162232.975617 + Penalty 3581.921756 = -7158651.053861
  nChanged 6
		SP:Iteration 69Q (59731.790000 sec): 3 clusters
  Score: Raw -7162234.703232 + Penalty 3581.921756 = -7158652.781476
  nChanged 11
		SP:Iteration 70Q (59732.290000 sec): 3 clusters
  Score: Raw -7162238.424587 + Penalty 3581.921756 = -7158656.502831
  nChanged 8
		SP:Iteration 71Q (59732.780000 sec): 3 clusters
  Score: Raw -7162240.820078 + Penalty 3581.921756 = -7158658.898322
  nChanged 9
		SP:Iteration 72Q (59733.250000 sec): 3 clusters
  Score: Raw -7162243.665600 + Penalty 3581.921756 = -7158661.743845
  nChanged 13
		SP:Iteration 73Q (59733.760000 sec): 3 clusters
  Score: Raw -7162247.124123 + Penalty 3581.921756 = -7158665.202367
  nChanged 9
		SP:Iteration 74Q (59734.270000 sec): 3 clusters
  Score: Raw -7162248.689758 + Penalty 3581.921756 = -7158666.768002
  nChanged 12
		SP:Iteration 75Q (59734.720000 sec): 3 clusters
  Score: Raw -7162251.304898 + Penalty 3581.921756 = -7158669.383142
  nChanged 13
		SP:Iteration 76Q (59735.200000 sec): 3 clusters
  Score: Raw -7162254.077458 + Penalty 3581.921756 = -7158672.155702
  nChanged 14
		SP:Iteration 77Q (59735.660000 sec): 3 clusters
  Score: Raw -7162257.042036 + Penalty 3581.921756 = -7158675.120281
  nChanged 17
		SP:Iteration 78Q (59736.100000 sec): 3 clusters
  Score: Raw -7162261.536050 + Penalty 3581.921756 = -7158679.614294
  nChanged 9
		SP:Iteration 79Q (59736.540000 sec): 3 clusters
  Score: Raw -7162263.386175 + Penalty 3581.921756 = -7158681.464419
  nChanged 6
		SP:Iteration 80F (59737.080000 sec): 3 clusters
  Score: Raw -7162264.535458 + Penalty 3581.921756 = -7158682.613702
  nChanged 6
		SP:Iteration 81Q (59737.580000 sec): 3 clusters
  Score: Raw -7162265.756747 + Penalty 3581.921756 = -7158683.834991
  nChanged 5
		SP:Iteration 82Q (59737.980000 sec): 3 clusters
  Score: Raw -7162267.125412 + Penalty 3581.921756 = -7158685.203656
  nChanged 4
		SP:Iteration 83Q (59738.410000 sec): 3 clusters
  Score: Raw -7162267.882261 + Penalty 3581.921756 = -7158685.960505
  nChanged 5
		SP:Iteration 84Q (59738.860000 sec): 3 clusters
  Score: Raw -7162268.744625 + Penalty 3581.921756 = -7158686.822869
  nChanged 3
		SP:Iteration 85Q (59739.250000 sec): 3 clusters
  Score: Raw -7162269.182082 + Penalty 3581.921756 = -7158687.260326
  nChanged 3
		SP:Iteration 86Q (59739.660000 sec): 3 clusters
  Score: Raw -7162269.535974 + Penalty 3581.921756 = -7158687.614218
  nChanged 1
		SP:Iteration 87Q (59740.090000 sec): 3 clusters
  Score: Raw -7162269.610398 + Penalty 3581.921756 = -7158687.688643
  nChanged 0
		SP:Iteration 88F (59740.620000 sec): 3 clusters
  Score: Raw -7162269.610398 + Penalty 3581.921756 = -7158687.688643
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 7 (14132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59740.790000 sec): 2 clusters
  Score: Raw -1701177.778624 + Penalty 1552.882014 = -1699624.896610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59741.040000 sec): 3 clusters
  Score: Raw -1692842.726841 + Penalty 3105.764028 = -1689736.962813
  nChanged 6300
		SP:Iteration 1F (59741.370000 sec): 3 clusters
  Score: Raw -1696236.662184 + Penalty 3105.764028 = -1693130.898156
  nChanged 794
		SP:Iteration 2F (59741.650000 sec): 3 clusters
  Score: Raw -1696556.994772 + Penalty 3105.764028 = -1693451.230744
  nChanged 713
		SP:Iteration 3F (59741.920000 sec): 3 clusters
  Score: Raw -1696862.852491 + Penalty 3105.764028 = -1693757.088463
  nChanged 711
		SP:Iteration 4F (59742.170000 sec): 3 clusters
  Score: Raw -1697192.523046 + Penalty 3105.764028 = -1694086.759019
  nChanged 711
		SP:Iteration 5F (59742.480000 sec): 3 clusters
  Score: Raw -1697545.680197 + Penalty 3105.764028 = -1694439.916169
  nChanged 712
		SP:Iteration 6F (59742.780000 sec): 3 clusters
  Score: Raw -1697889.998746 + Penalty 3105.764028 = -1694784.234718
  nChanged 694
		SP:Iteration 7Q (59743.040000 sec): 3 clusters
  Score: Raw -1698233.831787 + Penalty 3105.764028 = -1695128.067759
  nChanged 655
		SP:Iteration 8Q (59743.320000 sec): 3 clusters
  Score: Raw -1698549.188661 + Penalty 3105.764028 = -1695443.424634
  nChanged 635
		SP:Iteration 9Q (59743.560000 sec): 3 clusters
  Score: Raw -1698864.183705 + Penalty 3105.764028 = -1695758.419677
  nChanged 593
		SP:Iteration 10Q (59743.880000 sec): 3 clusters
  Score: Raw -1699187.976037 + Penalty 3105.764028 = -1696082.212010
  nChanged 542
		SP:Iteration 11Q (59744.170000 sec): 3 clusters
  Score: Raw -1699498.882060 + Penalty 3105.764028 = -1696393.118033
  nChanged 501
		SP:Iteration 12Q (59744.450000 sec): 3 clusters
  Score: Raw -1699794.821959 + Penalty 3105.764028 = -1696689.057931
  nChanged 473
		SP:Iteration 13Q (59744.710000 sec): 3 clusters
  Score: Raw -1700087.006918 + Penalty 3105.764028 = -1696981.242890
  nChanged 389
		SP:Iteration 14Q (59745.040000 sec): 3 clusters
  Score: Raw -1700314.196971 + Penalty 3105.764028 = -1697208.432944
  nChanged 357
		SP:Iteration 15Q (59745.340000 sec): 3 clusters
  Score: Raw -1700513.288826 + Penalty 3105.764028 = -1697407.524798
  nChanged 267
		SP:Iteration 16Q (59745.600000 sec): 3 clusters
  Score: Raw -1700645.611175 + Penalty 3105.764028 = -1697539.847148
  nChanged 223
		SP:Iteration 17Q (59745.880000 sec): 3 clusters
  Score: Raw -1700752.825934 + Penalty 3105.764028 = -1697647.061907
  nChanged 209
		SP:Iteration 18Q (59746.140000 sec): 3 clusters
  Score: Raw -1700852.484505 + Penalty 3105.764028 = -1697746.720477
  nChanged 205
		SP:Iteration 19Q (59746.450000 sec): 3 clusters
  Score: Raw -1700962.503947 + Penalty 3105.764028 = -1697856.739920
  nChanged 187
		SP:Iteration 20F (59746.720000 sec): 3 clusters
  Score: Raw -1701061.612463 + Penalty 3105.764028 = -1697955.848435
  nChanged 192
		SP:Iteration 21Q (59746.960000 sec): 3 clusters
  Score: Raw -1701162.815721 + Penalty 3105.764028 = -1698057.051693
  nChanged 158
		SP:Iteration 22Q (59747.180000 sec): 3 clusters
  Score: Raw -1701248.764234 + Penalty 3105.764028 = -1698143.000206
  nChanged 141
		SP:Iteration 23Q (59747.460000 sec): 3 clusters
  Score: Raw -1701327.054182 + Penalty 3105.764028 = -1698221.290154
  nChanged 121
		SP:Iteration 24Q (59747.700000 sec): 3 clusters
  Score: Raw -1701387.592459 + Penalty 3105.764028 = -1698281.828431
  nChanged 89
		SP:Iteration 25Q (59747.940000 sec): 3 clusters
  Score: Raw -1701428.776444 + Penalty 3105.764028 = -1698323.012417
  nChanged 55
		SP:Iteration 26Q (59748.170000 sec): 3 clusters
  Score: Raw -1701446.277282 + Penalty 3105.764028 = -1698340.513254
  nChanged 33
		SP:Iteration 27Q (59748.440000 sec): 3 clusters
  Score: Raw -1701457.732211 + Penalty 3105.764028 = -1698351.968183
  nChanged 26
		SP:Iteration 28Q (59748.720000 sec): 3 clusters
  Score: Raw -1701466.767598 + Penalty 3105.764028 = -1698361.003571
  nChanged 24
		SP:Iteration 29Q (59748.990000 sec): 3 clusters
  Score: Raw -1701474.136371 + Penalty 3105.764028 = -1698368.372343
  nChanged 19
		SP:Iteration 30Q (59749.230000 sec): 3 clusters
  Score: Raw -1701481.081683 + Penalty 3105.764028 = -1698375.317656
  nChanged 17
		SP:Iteration 31Q (59749.480000 sec): 3 clusters
  Score: Raw -1701486.677793 + Penalty 3105.764028 = -1698380.913765
  nChanged 16
		SP:Iteration 32Q (59749.720000 sec): 3 clusters
  Score: Raw -1701493.208197 + Penalty 3105.764028 = -1698387.444169
  nChanged 16
		SP:Iteration 33Q (59750.020000 sec): 3 clusters
  Score: Raw -1701499.184261 + Penalty 3105.764028 = -1698393.420234
  nChanged 13
		SP:Iteration 34Q (59750.230000 sec): 3 clusters
  Score: Raw -1701503.652070 + Penalty 3105.764028 = -1698397.888042
  nChanged 11
		SP:Iteration 35Q (59750.460000 sec): 3 clusters
  Score: Raw -1701507.959681 + Penalty 3105.764028 = -1698402.195654
  nChanged 10
		SP:Iteration 36Q (59750.720000 sec): 3 clusters
  Score: Raw -1701512.319614 + Penalty 3105.764028 = -1698406.555586
  nChanged 9
		SP:Iteration 37Q (59750.920000 sec): 3 clusters
  Score: Raw -1701518.035260 + Penalty 3105.764028 = -1698412.271233
  nChanged 10
		SP:Iteration 38Q (59751.210000 sec): 3 clusters
  Score: Raw -1701524.108274 + Penalty 3105.764028 = -1698418.344247
  nChanged 10
		SP:Iteration 39Q (59751.450000 sec): 3 clusters
  Score: Raw -1701528.449295 + Penalty 3105.764028 = -1698422.685267
  nChanged 9
		SP:Iteration 40F (59751.700000 sec): 3 clusters
  Score: Raw -1701532.044156 + Penalty 3105.764028 = -1698426.280129
  nChanged 6
		SP:Iteration 41Q (59751.950000 sec): 3 clusters
  Score: Raw -1701534.648325 + Penalty 3105.764028 = -1698428.884297
  nChanged 6
		SP:Iteration 42Q (59752.220000 sec): 3 clusters
  Score: Raw -1701536.944064 + Penalty 3105.764028 = -1698431.180036
  nChanged 5
		SP:Iteration 43Q (59752.510000 sec): 3 clusters
  Score: Raw -1701539.736649 + Penalty 3105.764028 = -1698433.972621
  nChanged 3
		SP:Iteration 44Q (59752.760000 sec): 3 clusters
  Score: Raw -1701541.276274 + Penalty 3105.764028 = -1698435.512246
  nChanged 2
		SP:Iteration 45Q (59752.940000 sec): 3 clusters
  Score: Raw -1701542.443267 + Penalty 3105.764028 = -1698436.679240
  nChanged 1
		SP:Iteration 46Q (59753.190000 sec): 3 clusters
  Score: Raw -1701543.011137 + Penalty 3105.764028 = -1698437.247109
  nChanged 3
		SP:Iteration 47Q (59753.460000 sec): 3 clusters
  Score: Raw -1701544.605893 + Penalty 3105.764028 = -1698438.841865
  nChanged 6
		SP:Iteration 48Q (59753.690000 sec): 3 clusters
  Score: Raw -1701547.436049 + Penalty 3105.764028 = -1698441.672021
  nChanged 5
		SP:Iteration 49Q (59753.960000 sec): 3 clusters
  Score: Raw -1701549.851234 + Penalty 3105.764028 = -1698444.087207
  nChanged 6
		SP:Iteration 50Q (59754.150000 sec): 3 clusters
  Score: Raw -1701552.619783 + Penalty 3105.764028 = -1698446.855755
  nChanged 4
		SP:Iteration 51Q (59754.410000 sec): 3 clusters
  Score: Raw -1701553.917101 + Penalty 3105.764028 = -1698448.153073
  nChanged 1
		SP:Iteration 52Q (59754.620000 sec): 3 clusters
  Score: Raw -1701554.116590 + Penalty 3105.764028 = -1698448.352562
  nChanged 0
		SP:Iteration 53F (59754.880000 sec): 3 clusters
  Score: Raw -1701554.116590 + Penalty 3105.764028 = -1698448.352562
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 8 (75034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59755.320000 sec): 2 clusters
  Score: Raw -8942439.410739 + Penalty 1824.175701 = -8940615.235038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59755.960000 sec): 3 clusters
  Score: Raw -8894243.403302 + Penalty 3648.351403 = -8890595.051899
  nChanged 35720
		SP:Iteration 1F (59756.560000 sec): 3 clusters
  Score: Raw -8915220.798564 + Penalty 3648.351403 = -8911572.447161
  nChanged 3085
		SP:Iteration 2Q (59757.160000 sec): 3 clusters
  Score: Raw -8916458.621640 + Penalty 3648.351403 = -8912810.270237
  nChanged 3580
		SP:Iteration 3Q (59757.740000 sec): 3 clusters
  Score: Raw -8918240.077590 + Penalty 3648.351403 = -8914591.726187
  nChanged 4225
		SP:Iteration 4F (59758.340000 sec): 3 clusters
  Score: Raw -8920664.088076 + Penalty 3648.351403 = -8917015.736674
  nChanged 4663
		SP:Iteration 5F (59758.900000 sec): 3 clusters
  Score: Raw -8923741.982134 + Penalty 3648.351403 = -8920093.630732
  nChanged 4921
		SP:Iteration 6F (59759.520000 sec): 3 clusters
  Score: Raw -8927442.206463 + Penalty 3648.351403 = -8923793.855061
  nChanged 4828
		SP:Iteration 7F (59760.100000 sec): 3 clusters
  Score: Raw -8931267.877019 + Penalty 3648.351403 = -8927619.525616
  nChanged 4169
		SP:Iteration 8F (59760.660000 sec): 3 clusters
  Score: Raw -8934377.187991 + Penalty 3648.351403 = -8930728.836588
  nChanged 3424
		SP:Iteration 9Q (59761.250000 sec): 3 clusters
  Score: Raw -8936504.126853 + Penalty 3648.351403 = -8932855.775450
  nChanged 2582
		SP:Iteration 10Q (59761.800000 sec): 3 clusters
  Score: Raw -8937916.808030 + Penalty 3648.351403 = -8934268.456627
  nChanged 2004
		SP:Iteration 11Q (59762.380000 sec): 3 clusters
  Score: Raw -8938925.385169 + Penalty 3648.351403 = -8935277.033766
  nChanged 1633
		SP:Iteration 12Q (59762.970000 sec): 3 clusters
  Score: Raw -8939741.457040 + Penalty 3648.351403 = -8936093.105638
  nChanged 1386
		SP:Iteration 13Q (59763.510000 sec): 3 clusters
  Score: Raw -8940449.932863 + Penalty 3648.351403 = -8936801.581461
  nChanged 1183
		SP:Iteration 14Q (59764.150000 sec): 3 clusters
  Score: Raw -8941092.100268 + Penalty 3648.351403 = -8937443.748865
  nChanged 1029
		SP:Iteration 15Q (59764.630000 sec): 3 clusters
  Score: Raw -8941685.383367 + Penalty 3648.351403 = -8938037.031965
  nChanged 840
		SP:Iteration 16Q (59765.140000 sec): 3 clusters
  Score: Raw -8942217.438992 + Penalty 3648.351403 = -8938569.087589
  nChanged 701
		SP:Iteration 17Q (59765.560000 sec): 3 clusters
  Score: Raw -8942688.731681 + Penalty 3648.351403 = -8939040.380279
  nChanged 548
		SP:Iteration 18Q (59766.030000 sec): 3 clusters
  Score: Raw -8943033.121818 + Penalty 3648.351403 = -8939384.770415
  nChanged 420
		SP:Iteration 19Q (59766.490000 sec): 3 clusters
  Score: Raw -8943273.178499 + Penalty 3648.351403 = -8939624.827096
  nChanged 339
		SP:Iteration 20F (59766.980000 sec): 3 clusters
  Score: Raw -8943468.484633 + Penalty 3648.351403 = -8939820.133231
  nChanged 260
		SP:Iteration 21Q (59767.430000 sec): 3 clusters
  Score: Raw -8943593.257517 + Penalty 3648.351403 = -8939944.906115
  nChanged 208
		SP:Iteration 22Q (59767.920000 sec): 3 clusters
  Score: Raw -8943675.744214 + Penalty 3648.351403 = -8940027.392812
  nChanged 163
		SP:Iteration 23Q (59768.410000 sec): 3 clusters
  Score: Raw -8943731.358236 + Penalty 3648.351403 = -8940083.006833
  nChanged 131
		SP:Iteration 24Q (59768.920000 sec): 3 clusters
  Score: Raw -8943766.000695 + Penalty 3648.351403 = -8940117.649293
  nChanged 59
		SP:Iteration 25Q (59769.360000 sec): 3 clusters
  Score: Raw -8943777.109186 + Penalty 3648.351403 = -8940128.757783
  nChanged 47
		SP:Iteration 26Q (59769.840000 sec): 3 clusters
  Score: Raw -8943784.466261 + Penalty 3648.351403 = -8940136.114858
  nChanged 38
		SP:Iteration 27Q (59770.230000 sec): 3 clusters
  Score: Raw -8943789.035454 + Penalty 3648.351403 = -8940140.684051
  nChanged 26
		SP:Iteration 28Q (59770.780000 sec): 3 clusters
  Score: Raw -8943793.069145 + Penalty 3648.351403 = -8940144.717743
  nChanged 26
		SP:Iteration 29Q (59771.280000 sec): 3 clusters
  Score: Raw -8943796.869429 + Penalty 3648.351403 = -8940148.518027
  nChanged 20
		SP:Iteration 30Q (59771.860000 sec): 3 clusters
  Score: Raw -8943799.494033 + Penalty 3648.351403 = -8940151.142631
  nChanged 28
		SP:Iteration 31Q (59772.350000 sec): 3 clusters
  Score: Raw -8943805.713270 + Penalty 3648.351403 = -8940157.361867
  nChanged 26
		SP:Iteration 32Q (59772.840000 sec): 3 clusters
  Score: Raw -8943810.695880 + Penalty 3648.351403 = -8940162.344477
  nChanged 30
		SP:Iteration 33Q (59773.330000 sec): 3 clusters
  Score: Raw -8943815.403607 + Penalty 3648.351403 = -8940167.052205
  nChanged 32
		SP:Iteration 34Q (59773.850000 sec): 3 clusters
  Score: Raw -8943819.871972 + Penalty 3648.351403 = -8940171.520570
  nChanged 21
		SP:Iteration 35Q (59774.320000 sec): 3 clusters
  Score: Raw -8943822.367428 + Penalty 3648.351403 = -8940174.016026
  nChanged 16
		SP:Iteration 36Q (59774.840000 sec): 3 clusters
  Score: Raw -8943824.053428 + Penalty 3648.351403 = -8940175.702025
  nChanged 12
		SP:Iteration 37Q (59775.390000 sec): 3 clusters
  Score: Raw -8943825.410964 + Penalty 3648.351403 = -8940177.059562
  nChanged 12
		SP:Iteration 38Q (59775.980000 sec): 3 clusters
  Score: Raw -8943826.907659 + Penalty 3648.351403 = -8940178.556257
  nChanged 13
		SP:Iteration 39Q (59776.490000 sec): 3 clusters
  Score: Raw -8943828.168896 + Penalty 3648.351403 = -8940179.817493
  nChanged 8
		SP:Iteration 40F (59777.150000 sec): 3 clusters
  Score: Raw -8943828.852741 + Penalty 3648.351403 = -8940180.501339
  nChanged 3
		SP:Iteration 41Q (59777.630000 sec): 3 clusters
  Score: Raw -8943829.055859 + Penalty 3648.351403 = -8940180.704457
  nChanged 2
		SP:Iteration 42Q (59778.260000 sec): 3 clusters
  Score: Raw -8943829.211137 + Penalty 3648.351403 = -8940180.859735
  nChanged 0
		SP:Iteration 43F (59778.840000 sec): 3 clusters
  Score: Raw -8943829.211137 + Penalty 3648.351403 = -8940180.859735
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 9 (15085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59779.000000 sec): 2 clusters
  Score: Raw -1716807.213977 + Penalty 1563.486625 = -1715243.727352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59779.300000 sec): 3 clusters
  Score: Raw -1707960.815602 + Penalty 3126.973249 = -1704833.842353
  nChanged 6660
		SP:Iteration 1F (59779.520000 sec): 3 clusters
  Score: Raw -1711626.243860 + Penalty 3126.973249 = -1708499.270610
  nChanged 874
		SP:Iteration 2F (59779.790000 sec): 3 clusters
  Score: Raw -1712011.762547 + Penalty 3126.973249 = -1708884.789298
  nChanged 820
		SP:Iteration 3F (59780.040000 sec): 3 clusters
  Score: Raw -1712404.363635 + Penalty 3126.973249 = -1709277.390386
  nChanged 815
		SP:Iteration 4F (59780.290000 sec): 3 clusters
  Score: Raw -1712839.136714 + Penalty 3126.973249 = -1709712.163465
  nChanged 896
		SP:Iteration 5F (59780.540000 sec): 3 clusters
  Score: Raw -1713379.048134 + Penalty 3126.973249 = -1710252.074884
  nChanged 942
		SP:Iteration 6F (59780.750000 sec): 3 clusters
  Score: Raw -1714008.542323 + Penalty 3126.973249 = -1710881.569074
  nChanged 883
		SP:Iteration 7F (59781.010000 sec): 3 clusters
  Score: Raw -1714681.588937 + Penalty 3126.973249 = -1711554.615688
  nChanged 816
		SP:Iteration 8F (59781.200000 sec): 3 clusters
  Score: Raw -1715349.460843 + Penalty 3126.973249 = -1712222.487594
  nChanged 685
		SP:Iteration 9Q (59781.440000 sec): 3 clusters
  Score: Raw -1715919.651979 + Penalty 3126.973249 = -1712792.678730
  nChanged 498
		SP:Iteration 10Q (59781.660000 sec): 3 clusters
  Score: Raw -1716354.638447 + Penalty 3126.973249 = -1713227.665197
  nChanged 348
		SP:Iteration 11Q (59781.890000 sec): 3 clusters
  Score: Raw -1716633.435852 + Penalty 3126.973249 = -1713506.462603
  nChanged 207
		SP:Iteration 12Q (59782.150000 sec): 3 clusters
  Score: Raw -1716798.095154 + Penalty 3126.973249 = -1713671.121904
  nChanged 138
		SP:Iteration 13Q (59782.380000 sec): 3 clusters
  Score: Raw -1716906.158920 + Penalty 3126.973249 = -1713779.185671
  nChanged 93
		SP:Iteration 14Q (59782.590000 sec): 3 clusters
  Score: Raw -1716980.347789 + Penalty 3126.973249 = -1713853.374540
  nChanged 88
		SP:Iteration 15Q (59782.820000 sec): 3 clusters
  Score: Raw -1717049.770036 + Penalty 3126.973249 = -1713922.796787
  nChanged 63
		SP:Iteration 16Q (59782.960000 sec): 3 clusters
  Score: Raw -1717096.885691 + Penalty 3126.973249 = -1713969.912442
  nChanged 49
		SP:Iteration 17Q (59783.200000 sec): 3 clusters
  Score: Raw -1717128.706369 + Penalty 3126.973249 = -1714001.733120
  nChanged 29
		SP:Iteration 18Q (59783.430000 sec): 3 clusters
  Score: Raw -1717149.910061 + Penalty 3126.973249 = -1714022.936812
  nChanged 32
		SP:Iteration 19Q (59783.580000 sec): 3 clusters
  Score: Raw -1717170.719520 + Penalty 3126.973249 = -1714043.746271
  nChanged 25
		SP:Iteration 20F (59783.810000 sec): 3 clusters
  Score: Raw -1717187.285975 + Penalty 3126.973249 = -1714060.312725
  nChanged 25
		SP:Iteration 21Q (59784.050000 sec): 3 clusters
  Score: Raw -1717205.422083 + Penalty 3126.973249 = -1714078.448833
  nChanged 17
		SP:Iteration 22Q (59784.230000 sec): 3 clusters
  Score: Raw -1717219.717705 + Penalty 3126.973249 = -1714092.744456
  nChanged 11
		SP:Iteration 23Q (59784.400000 sec): 3 clusters
  Score: Raw -1717226.033948 + Penalty 3126.973249 = -1714099.060699
  nChanged 12
		SP:Iteration 24Q (59784.640000 sec): 3 clusters
  Score: Raw -1717233.840817 + Penalty 3126.973249 = -1714106.867567
  nChanged 6
		SP:Iteration 25Q (59784.820000 sec): 3 clusters
  Score: Raw -1717235.679299 + Penalty 3126.973249 = -1714108.706050
  nChanged 1
		SP:Iteration 26Q (59784.990000 sec): 3 clusters
  Score: Raw -1717236.162147 + Penalty 3126.973249 = -1714109.188898
  nChanged 1
		SP:Iteration 27Q (59785.230000 sec): 3 clusters
  Score: Raw -1717236.958265 + Penalty 3126.973249 = -1714109.985016
  nChanged 0
		SP:Iteration 28F (59785.460000 sec): 3 clusters
  Score: Raw -1717236.958265 + Penalty 3126.973249 = -1714109.985016
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 10 (16528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59785.600000 sec): 2 clusters
  Score: Raw -1905636.360146 + Penalty 1578.331819 = -1904058.028328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59785.820000 sec): 3 clusters
  Score: Raw -1895764.453938 + Penalty 3156.663637 = -1892607.790300
  nChanged 7479
		SP:Iteration 1F (59786.050000 sec): 3 clusters
  Score: Raw -1899966.115025 + Penalty 3156.663637 = -1896809.451387
  nChanged 998
		SP:Iteration 2F (59786.290000 sec): 3 clusters
  Score: Raw -1900442.686318 + Penalty 3156.663637 = -1897286.022681
  nChanged 924
		SP:Iteration 3F (59786.570000 sec): 3 clusters
  Score: Raw -1900923.193498 + Penalty 3156.663637 = -1897766.529861
  nChanged 928
		SP:Iteration 4F (59786.800000 sec): 3 clusters
  Score: Raw -1901495.572348 + Penalty 3156.663637 = -1898338.908711
  nChanged 984
		SP:Iteration 5F (59787.010000 sec): 3 clusters
  Score: Raw -1902102.774765 + Penalty 3156.663637 = -1898946.111128
  nChanged 929
		SP:Iteration 6F (59787.270000 sec): 3 clusters
  Score: Raw -1902668.244670 + Penalty 3156.663637 = -1899511.581033
  nChanged 892
		SP:Iteration 7F (59787.530000 sec): 3 clusters
  Score: Raw -1903156.216801 + Penalty 3156.663637 = -1899999.553164
  nChanged 788
		SP:Iteration 8Q (59787.750000 sec): 3 clusters
  Score: Raw -1903538.780882 + Penalty 3156.663637 = -1900382.117244
  nChanged 625
		SP:Iteration 9Q (59788.010000 sec): 3 clusters
  Score: Raw -1903818.942029 + Penalty 3156.663637 = -1900662.278392
  nChanged 527
		SP:Iteration 10Q (59788.270000 sec): 3 clusters
  Score: Raw -1904037.500800 + Penalty 3156.663637 = -1900880.837163
  nChanged 464
		SP:Iteration 11Q (59788.530000 sec): 3 clusters
  Score: Raw -1904233.514721 + Penalty 3156.663637 = -1901076.851084
  nChanged 419
		SP:Iteration 12Q (59788.740000 sec): 3 clusters
  Score: Raw -1904429.388416 + Penalty 3156.663637 = -1901272.724779
  nChanged 426
		SP:Iteration 13Q (59788.990000 sec): 3 clusters
  Score: Raw -1904654.142659 + Penalty 3156.663637 = -1901497.479021
  nChanged 435
		SP:Iteration 14Q (59789.210000 sec): 3 clusters
  Score: Raw -1904874.882851 + Penalty 3156.663637 = -1901718.219213
  nChanged 404
		SP:Iteration 15Q (59789.440000 sec): 3 clusters
  Score: Raw -1905083.526419 + Penalty 3156.663637 = -1901926.862782
  nChanged 428
		SP:Iteration 16Q (59789.680000 sec): 3 clusters
  Score: Raw -1905321.401620 + Penalty 3156.663637 = -1902164.737983
  nChanged 420
		SP:Iteration 17Q (59789.910000 sec): 3 clusters
  Score: Raw -1905541.652060 + Penalty 3156.663637 = -1902384.988423
  nChanged 378
		SP:Iteration 18Q (59790.170000 sec): 3 clusters
  Score: Raw -1905752.834474 + Penalty 3156.663637 = -1902596.170837
  nChanged 363
		SP:Iteration 19Q (59790.410000 sec): 3 clusters
  Score: Raw -1906007.461856 + Penalty 3156.663637 = -1902850.798219
  nChanged 344
		SP:Iteration 20F (59790.720000 sec): 3 clusters
  Score: Raw -1906224.141796 + Penalty 3156.663637 = -1903067.478158
  nChanged 293
		SP:Iteration 21Q (59790.950000 sec): 3 clusters
  Score: Raw -1906413.084562 + Penalty 3156.663637 = -1903256.420925
  nChanged 260
		SP:Iteration 22Q (59791.250000 sec): 3 clusters
  Score: Raw -1906569.925775 + Penalty 3156.663637 = -1903413.262138
  nChanged 196
		SP:Iteration 23Q (59791.480000 sec): 3 clusters
  Score: Raw -1906673.137850 + Penalty 3156.663637 = -1903516.474213
  nChanged 162
		SP:Iteration 24Q (59791.740000 sec): 3 clusters
  Score: Raw -1906728.635753 + Penalty 3156.663637 = -1903571.972116
  nChanged 119
		SP:Iteration 25Q (59791.990000 sec): 3 clusters
  Score: Raw -1906764.296271 + Penalty 3156.663637 = -1903607.632634
  nChanged 114
		SP:Iteration 26Q (59792.240000 sec): 3 clusters
  Score: Raw -1906799.859157 + Penalty 3156.663637 = -1903643.195520
  nChanged 105
		SP:Iteration 27Q (59792.480000 sec): 3 clusters
  Score: Raw -1906826.159297 + Penalty 3156.663637 = -1903669.495660
  nChanged 76
		SP:Iteration 28Q (59792.710000 sec): 3 clusters
  Score: Raw -1906841.422190 + Penalty 3156.663637 = -1903684.758552
  nChanged 55
		SP:Iteration 29Q (59792.970000 sec): 3 clusters
  Score: Raw -1906851.296708 + Penalty 3156.663637 = -1903694.633070
  nChanged 57
		SP:Iteration 30Q (59793.200000 sec): 3 clusters
  Score: Raw -1906860.799797 + Penalty 3156.663637 = -1903704.136160
  nChanged 46
		SP:Iteration 31Q (59793.430000 sec): 3 clusters
  Score: Raw -1906867.827580 + Penalty 3156.663637 = -1903711.163943
  nChanged 37
		SP:Iteration 32Q (59793.750000 sec): 3 clusters
  Score: Raw -1906872.737584 + Penalty 3156.663637 = -1903716.073947
  nChanged 35
		SP:Iteration 33Q (59794.010000 sec): 3 clusters
  Score: Raw -1906876.464435 + Penalty 3156.663637 = -1903719.800798
  nChanged 25
		SP:Iteration 34Q (59794.240000 sec): 3 clusters
  Score: Raw -1906878.322744 + Penalty 3156.663637 = -1903721.659107
  nChanged 18
		SP:Iteration 35Q (59794.480000 sec): 3 clusters
  Score: Raw -1906879.795656 + Penalty 3156.663637 = -1903723.132019
  nChanged 12
		SP:Iteration 36Q (59794.740000 sec): 3 clusters
  Score: Raw -1906880.838680 + Penalty 3156.663637 = -1903724.175043
  nChanged 9
		SP:Iteration 37Q (59795.040000 sec): 3 clusters
  Score: Raw -1906881.460405 + Penalty 3156.663637 = -1903724.796767
  nChanged 5
		SP:Iteration 38Q (59795.270000 sec): 3 clusters
  Score: Raw -1906881.758875 + Penalty 3156.663637 = -1903725.095238
  nChanged 1
		SP:Iteration 39Q (59795.560000 sec): 3 clusters
  Score: Raw -1906881.783100 + Penalty 3156.663637 = -1903725.119463
  nChanged 0
		SP:Iteration 40F (59795.800000 sec): 3 clusters
  Score: Raw -1906881.783100 + Penalty 3156.663637 = -1903725.119463
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 11 (141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59795.930000 sec): 2 clusters
  Score: Raw -12737.013771 + Penalty 804.173482 = -11932.840289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59796.100000 sec): 3 clusters
  Score: Raw -12975.178923 + Penalty 1608.346964 = -11366.831959
  nChanged 21
		SP:Iteration 1F (59796.300000 sec): 3 clusters
  Score: Raw -13088.538753 + Penalty 1608.346964 = -11480.191789
  nChanged 5
		SP:Iteration 2Q (59796.450000 sec): 3 clusters
  Score: Raw -13122.950167 + Penalty 1608.346964 = -11514.603202
  nChanged 4
		SP:Iteration 3Q (59796.630000 sec): 3 clusters
  Score: Raw -13136.386232 + Penalty 1608.346964 = -11528.039268
  nChanged 0
		SP:Iteration 4F (59796.790000 sec): 3 clusters
  Score: Raw -13136.386232 + Penalty 1608.346964 = -11528.039268
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 12 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59796.920000 sec): 2 clusters
  Score: Raw -56194.509775 + Penalty 1005.258901 = -55189.250874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59797.070000 sec): 3 clusters
  Score: Raw -56193.572899 + Penalty 2010.517803 = -54183.055096
  nChanged 120
		SP:Iteration 1F (59797.270000 sec): 3 clusters
  Score: Raw -56378.641981 + Penalty 2010.517803 = -54368.124178
  nChanged 34
		SP:Iteration 2F (59797.490000 sec): 3 clusters
  Score: Raw -56438.889702 + Penalty 2010.517803 = -54428.371900
  nChanged 17
		SP:Iteration 3Q (59797.660000 sec): 3 clusters
  Score: Raw -56464.897305 + Penalty 2010.517803 = -54454.379502
  nChanged 6
		SP:Iteration 4Q (59797.840000 sec): 3 clusters
  Score: Raw -56474.263448 + Penalty 2010.517803 = -54463.745645
  nChanged 6
		SP:Iteration 5Q (59798.050000 sec): 3 clusters
  Score: Raw -56480.506336 + Penalty 2010.517803 = -54469.988533
  nChanged 4
		SP:Iteration 6Q (59798.190000 sec): 3 clusters
  Score: Raw -56489.053473 + Penalty 2010.517803 = -54478.535670
  nChanged 4
		SP:Iteration 7Q (59798.410000 sec): 3 clusters
  Score: Raw -56498.675810 + Penalty 2010.517803 = -54488.158008
  nChanged 2
		SP:Iteration 8Q (59798.580000 sec): 3 clusters
  Score: Raw -56502.286260 + Penalty 2010.517803 = -54491.768457
  nChanged 1
		SP:Iteration 9Q (59798.750000 sec): 3 clusters
  Score: Raw -56503.870627 + Penalty 2010.517803 = -54493.352825
  nChanged 3
		SP:Iteration 10Q (59798.940000 sec): 3 clusters
  Score: Raw -56509.488800 + Penalty 2010.517803 = -54498.970997
  nChanged 2
		SP:Iteration 11Q (59799.160000 sec): 3 clusters
  Score: Raw -56511.554727 + Penalty 2010.517803 = -54501.036924
  nChanged 1
		SP:Iteration 12Q (59799.340000 sec): 3 clusters
  Score: Raw -56514.735120 + Penalty 2010.517803 = -54504.217317
  nChanged 0
		SP:Iteration 13F (59799.550000 sec): 3 clusters
  Score: Raw -56514.735120 + Penalty 2010.517803 = -54504.217317
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 13 (311052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59800.820000 sec): 2 clusters
  Score: Raw -37923317.193289 + Penalty 2055.253749 = -37921261.939540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59802.150000 sec): 3 clusters
  Score: Raw -37715023.027299 + Penalty 4110.507498 = -37710912.519801
  nChanged 151791
		SP:Iteration 1F (59803.560000 sec): 3 clusters
  Score: Raw -37805974.902414 + Penalty 4110.507498 = -37801864.394915
  nChanged 8503
		SP:Iteration 2Q (59805.050000 sec): 3 clusters
  Score: Raw -37807728.431746 + Penalty 4110.507498 = -37803617.924248
  nChanged 9707
		SP:Iteration 3Q (59806.630000 sec): 3 clusters
  Score: Raw -37810190.904776 + Penalty 4110.507498 = -37806080.397278
  nChanged 11967
		SP:Iteration 4Q (59808.130000 sec): 3 clusters
  Score: Raw -37814054.945685 + Penalty 4110.507498 = -37809944.438186
  nChanged 14941
		SP:Iteration 5Q (59809.540000 sec): 3 clusters
  Score: Raw -37820292.337919 + Penalty 4110.507498 = -37816181.830421
  nChanged 18625
		SP:Iteration 6F (59810.990000 sec): 3 clusters
  Score: Raw -37830017.640507 + Penalty 4110.507498 = -37825907.133009
  nChanged 21465
		SP:Iteration 7F (59812.400000 sec): 3 clusters
  Score: Raw -37843195.959489 + Penalty 4110.507498 = -37839085.451990
  nChanged 21933
		SP:Iteration 8F (59813.830000 sec): 3 clusters
  Score: Raw -37858457.187319 + Penalty 4110.507498 = -37854346.679821
  nChanged 19971
		SP:Iteration 9F (59815.380000 sec): 3 clusters
  Score: Raw -37873944.805939 + Penalty 4110.507498 = -37869834.298440
  nChanged 16442
		SP:Iteration 10F (59816.930000 sec): 3 clusters
  Score: Raw -37888277.519049 + Penalty 4110.507498 = -37884167.011551
  nChanged 12245
		SP:Iteration 11Q (59818.580000 sec): 3 clusters
  Score: Raw -37899622.819355 + Penalty 4110.507498 = -37895512.311857
  nChanged 8355
		SP:Iteration 12Q (59819.970000 sec): 3 clusters
  Score: Raw -37906822.211728 + Penalty 4110.507498 = -37902711.704230
  nChanged 5698
		SP:Iteration 13Q (59821.410000 sec): 3 clusters
  Score: Raw -37910853.127639 + Penalty 4110.507498 = -37906742.620141
  nChanged 4148
		SP:Iteration 14Q (59822.690000 sec): 3 clusters
  Score: Raw -37913503.112327 + Penalty 4110.507498 = -37909392.604828
  nChanged 3420
		SP:Iteration 15Q (59823.850000 sec): 3 clusters
  Score: Raw -37915498.516259 + Penalty 4110.507498 = -37911388.008760
  nChanged 2837
		SP:Iteration 16Q (59825.140000 sec): 3 clusters
  Score: Raw -37917086.575459 + Penalty 4110.507498 = -37912976.067961
  nChanged 2427
		SP:Iteration 17Q (59826.410000 sec): 3 clusters
  Score: Raw -37918457.361469 + Penalty 4110.507498 = -37914346.853970
  nChanged 2018
		SP:Iteration 18Q (59827.670000 sec): 3 clusters
  Score: Raw -37919584.978545 + Penalty 4110.507498 = -37915474.471047
  nChanged 1577
		SP:Iteration 19Q (59829.010000 sec): 3 clusters
  Score: Raw -37920432.533836 + Penalty 4110.507498 = -37916322.026337
  nChanged 1294
		SP:Iteration 20F (59830.440000 sec): 3 clusters
  Score: Raw -37921147.018463 + Penalty 4110.507498 = -37917036.510965
  nChanged 1091
		SP:Iteration 21Q (59831.720000 sec): 3 clusters
  Score: Raw -37921743.814945 + Penalty 4110.507498 = -37917633.307447
  nChanged 849
		SP:Iteration 22Q (59832.980000 sec): 3 clusters
  Score: Raw -37922202.898085 + Penalty 4110.507498 = -37918092.390587
  nChanged 676
		SP:Iteration 23Q (59834.220000 sec): 3 clusters
  Score: Raw -37922574.312882 + Penalty 4110.507498 = -37918463.805383
  nChanged 546
		SP:Iteration 24Q (59835.550000 sec): 3 clusters
  Score: Raw -37922888.272788 + Penalty 4110.507498 = -37918777.765289
  nChanged 425
		SP:Iteration 25Q (59836.820000 sec): 3 clusters
  Score: Raw -37923116.605419 + Penalty 4110.507498 = -37919006.097920
  nChanged 352
		SP:Iteration 26Q (59838.070000 sec): 3 clusters
  Score: Raw -37923290.486514 + Penalty 4110.507498 = -37919179.979016
  nChanged 280
		SP:Iteration 27Q (59839.340000 sec): 3 clusters
  Score: Raw -37923416.486550 + Penalty 4110.507498 = -37919305.979052
  nChanged 224
		SP:Iteration 28Q (59840.660000 sec): 3 clusters
  Score: Raw -37923514.083679 + Penalty 4110.507498 = -37919403.576180
  nChanged 176
		SP:Iteration 29Q (59842.130000 sec): 3 clusters
  Score: Raw -37923583.877894 + Penalty 4110.507498 = -37919473.370396
  nChanged 141
		SP:Iteration 30Q (59843.560000 sec): 3 clusters
  Score: Raw -37923637.033818 + Penalty 4110.507498 = -37919526.526320
  nChanged 124
		SP:Iteration 31Q (59844.810000 sec): 3 clusters
  Score: Raw -37923686.822850 + Penalty 4110.507498 = -37919576.315351
  nChanged 117
		SP:Iteration 32Q (59846.240000 sec): 3 clusters
  Score: Raw -37923736.120044 + Penalty 4110.507498 = -37919625.612546
  nChanged 113
		SP:Iteration 33Q (59847.490000 sec): 3 clusters
  Score: Raw -37923775.735379 + Penalty 4110.507498 = -37919665.227880
  nChanged 69
		SP:Iteration 34Q (59848.600000 sec): 3 clusters
  Score: Raw -37923796.848410 + Penalty 4110.507498 = -37919686.340912
  nChanged 76
		SP:Iteration 35Q (59849.890000 sec): 3 clusters
  Score: Raw -37923819.635792 + Penalty 4110.507498 = -37919709.128293
  nChanged 60
		SP:Iteration 36Q (59851.200000 sec): 3 clusters
  Score: Raw -37923839.736631 + Penalty 4110.507498 = -37919729.229132
  nChanged 50
		SP:Iteration 37Q (59852.380000 sec): 3 clusters
  Score: Raw -37923856.156575 + Penalty 4110.507498 = -37919745.649076
  nChanged 44
		SP:Iteration 38Q (59853.550000 sec): 3 clusters
  Score: Raw -37923868.540694 + Penalty 4110.507498 = -37919758.033196
  nChanged 33
		SP:Iteration 39Q (59854.740000 sec): 3 clusters
  Score: Raw -37923877.905168 + Penalty 4110.507498 = -37919767.397669
  nChanged 35
		SP:Iteration 40F (59856.140000 sec): 3 clusters
  Score: Raw -37923886.986002 + Penalty 4110.507498 = -37919776.478504
  nChanged 30
		SP:Iteration 41Q (59857.340000 sec): 3 clusters
  Score: Raw -37923894.666640 + Penalty 4110.507498 = -37919784.159141
  nChanged 34
		SP:Iteration 42Q (59858.510000 sec): 3 clusters
  Score: Raw -37923902.810484 + Penalty 4110.507498 = -37919792.302985
  nChanged 30
		SP:Iteration 43Q (59859.860000 sec): 3 clusters
  Score: Raw -37923909.436845 + Penalty 4110.507498 = -37919798.929346
  nChanged 24
		SP:Iteration 44Q (59861.080000 sec): 3 clusters
  Score: Raw -37923914.750326 + Penalty 4110.507498 = -37919804.242828
  nChanged 18
		SP:Iteration 45Q (59862.240000 sec): 3 clusters
  Score: Raw -37923918.868275 + Penalty 4110.507498 = -37919808.360776
  nChanged 12
		SP:Iteration 46Q (59863.450000 sec): 3 clusters
  Score: Raw -37923921.568483 + Penalty 4110.507498 = -37919811.060985
  nChanged 18
		SP:Iteration 47Q (59864.660000 sec): 3 clusters
  Score: Raw -37923926.003354 + Penalty 4110.507498 = -37919815.495855
  nChanged 20
		SP:Iteration 48Q (59865.820000 sec): 3 clusters
  Score: Raw -37923930.646445 + Penalty 4110.507498 = -37919820.138946
  nChanged 19
		SP:Iteration 49Q (59867.100000 sec): 3 clusters
  Score: Raw -37923935.461009 + Penalty 4110.507498 = -37919824.953510
  nChanged 20
		SP:Iteration 50Q (59868.330000 sec): 3 clusters
  Score: Raw -37923940.861301 + Penalty 4110.507498 = -37919830.353803
  nChanged 21
		SP:Iteration 51Q (59869.520000 sec): 3 clusters
  Score: Raw -37923946.181543 + Penalty 4110.507498 = -37919835.674045
  nChanged 21
		SP:Iteration 52Q (59870.790000 sec): 3 clusters
  Score: Raw -37923951.633802 + Penalty 4110.507498 = -37919841.126304
  nChanged 15
		SP:Iteration 53Q (59872.170000 sec): 3 clusters
  Score: Raw -37923955.671823 + Penalty 4110.507498 = -37919845.164325
  nChanged 11
		SP:Iteration 54Q (59873.370000 sec): 3 clusters
  Score: Raw -37923957.682164 + Penalty 4110.507498 = -37919847.174666
  nChanged 8
		SP:Iteration 55Q (59874.870000 sec): 3 clusters
  Score: Raw -37923959.397855 + Penalty 4110.507498 = -37919848.890357
  nChanged 5
		SP:Iteration 56Q (59876.330000 sec): 3 clusters
  Score: Raw -37923960.342453 + Penalty 4110.507498 = -37919849.834954
  nChanged 4
		SP:Iteration 57Q (59877.590000 sec): 3 clusters
  Score: Raw -37923961.230923 + Penalty 4110.507498 = -37919850.723424
  nChanged 3
		SP:Iteration 58Q (59878.880000 sec): 3 clusters
  Score: Raw -37923961.685152 + Penalty 4110.507498 = -37919851.177654
  nChanged 1
		SP:Iteration 59Q (59880.100000 sec): 3 clusters
  Score: Raw -37923961.806366 + Penalty 4110.507498 = -37919851.298868
  nChanged 2
		SP:Iteration 60F (59881.550000 sec): 3 clusters
  Score: Raw -37923961.999991 + Penalty 4110.507498 = -37919851.492492
  nChanged 2
		SP:Iteration 61Q (59882.830000 sec): 3 clusters
  Score: Raw -37923962.242598 + Penalty 4110.507498 = -37919851.735099
  nChanged 0
		SP:Iteration 62F (59884.170000 sec): 3 clusters
  Score: Raw -37923962.242598 + Penalty 4110.507498 = -37919851.735099
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 14 (33837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59884.550000 sec): 2 clusters
  Score: Raw -4122081.009593 + Penalty 1694.762901 = -4120386.246692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59884.970000 sec): 3 clusters
  Score: Raw -4101104.128307 + Penalty 3389.525801 = -4097714.602506
  nChanged 15656
		SP:Iteration 1F (59885.250000 sec): 3 clusters
  Score: Raw -4109815.658528 + Penalty 3389.525801 = -4106426.132726
  nChanged 1661
		SP:Iteration 2Q (59885.620000 sec): 3 clusters
  Score: Raw -4110473.689459 + Penalty 3389.525801 = -4107084.163658
  nChanged 1821
		SP:Iteration 3F (59885.940000 sec): 3 clusters
  Score: Raw -4111341.567400 + Penalty 3389.525801 = -4107952.041599
  nChanged 2096
		SP:Iteration 4F (59886.290000 sec): 3 clusters
  Score: Raw -4112468.853391 + Penalty 3389.525801 = -4109079.327590
  nChanged 2269
		SP:Iteration 5F (59886.640000 sec): 3 clusters
  Score: Raw -4113666.795347 + Penalty 3389.525801 = -4110277.269546
  nChanged 2099
		SP:Iteration 6F (59886.960000 sec): 3 clusters
  Score: Raw -4114701.638546 + Penalty 3389.525801 = -4111312.112744
  nChanged 1819
		SP:Iteration 7F (59887.330000 sec): 3 clusters
  Score: Raw -4115492.458501 + Penalty 3389.525801 = -4112102.932700
  nChanged 1471
		SP:Iteration 8Q (59887.630000 sec): 3 clusters
  Score: Raw -4116085.465528 + Penalty 3389.525801 = -4112695.939727
  nChanged 1251
		SP:Iteration 9Q (59887.910000 sec): 3 clusters
  Score: Raw -4116602.620979 + Penalty 3389.525801 = -4113213.095178
  nChanged 1100
		SP:Iteration 10Q (59888.250000 sec): 3 clusters
  Score: Raw -4117058.662507 + Penalty 3389.525801 = -4113669.136706
  nChanged 1069
		SP:Iteration 11Q (59888.620000 sec): 3 clusters
  Score: Raw -4117579.919489 + Penalty 3389.525801 = -4114190.393688
  nChanged 1109
		SP:Iteration 12Q (59888.970000 sec): 3 clusters
  Score: Raw -4118233.420362 + Penalty 3389.525801 = -4114843.894561
  nChanged 1164
		SP:Iteration 13Q (59889.340000 sec): 3 clusters
  Score: Raw -4119036.718168 + Penalty 3389.525801 = -4115647.192367
  nChanged 1101
		SP:Iteration 14Q (59889.710000 sec): 3 clusters
  Score: Raw -4119926.441051 + Penalty 3389.525801 = -4116536.915250
  nChanged 1015
		SP:Iteration 15Q (59890.000000 sec): 3 clusters
  Score: Raw -4120773.676923 + Penalty 3389.525801 = -4117384.151122
  nChanged 827
		SP:Iteration 16Q (59890.390000 sec): 3 clusters
  Score: Raw -4121356.320334 + Penalty 3389.525801 = -4117966.794533
  nChanged 574
		SP:Iteration 17Q (59890.740000 sec): 3 clusters
  Score: Raw -4121721.725523 + Penalty 3389.525801 = -4118332.199722
  nChanged 395
		SP:Iteration 18Q (59891.020000 sec): 3 clusters
  Score: Raw -4121942.623771 + Penalty 3389.525801 = -4118553.097970
  nChanged 318
		SP:Iteration 19Q (59891.390000 sec): 3 clusters
  Score: Raw -4122091.246747 + Penalty 3389.525801 = -4118701.720946
  nChanged 239
		SP:Iteration 20F (59891.700000 sec): 3 clusters
  Score: Raw -4122187.307472 + Penalty 3389.525801 = -4118797.781671
  nChanged 189
		SP:Iteration 21Q (59892.060000 sec): 3 clusters
  Score: Raw -4122256.916639 + Penalty 3389.525801 = -4118867.390838
  nChanged 165
		SP:Iteration 22Q (59892.460000 sec): 3 clusters
  Score: Raw -4122316.345752 + Penalty 3389.525801 = -4118926.819951
  nChanged 153
		SP:Iteration 23Q (59892.780000 sec): 3 clusters
  Score: Raw -4122370.782032 + Penalty 3389.525801 = -4118981.256231
  nChanged 145
		SP:Iteration 24Q (59893.130000 sec): 3 clusters
  Score: Raw -4122415.110274 + Penalty 3389.525801 = -4119025.584473
  nChanged 139
		SP:Iteration 25Q (59893.490000 sec): 3 clusters
  Score: Raw -4122456.113269 + Penalty 3389.525801 = -4119066.587468
  nChanged 117
		SP:Iteration 26Q (59893.810000 sec): 3 clusters
  Score: Raw -4122487.383131 + Penalty 3389.525801 = -4119097.857330
  nChanged 87
		SP:Iteration 27Q (59894.180000 sec): 3 clusters
  Score: Raw -4122506.235523 + Penalty 3389.525801 = -4119116.709722
  nChanged 74
		SP:Iteration 28Q (59894.550000 sec): 3 clusters
  Score: Raw -4122522.847962 + Penalty 3389.525801 = -4119133.322161
  nChanged 67
		SP:Iteration 29Q (59894.900000 sec): 3 clusters
  Score: Raw -4122535.704944 + Penalty 3389.525801 = -4119146.179143
  nChanged 64
		SP:Iteration 30Q (59895.310000 sec): 3 clusters
  Score: Raw -4122545.636065 + Penalty 3389.525801 = -4119156.110264
  nChanged 59
		SP:Iteration 31Q (59895.650000 sec): 3 clusters
  Score: Raw -4122553.591381 + Penalty 3389.525801 = -4119164.065579
  nChanged 40
		SP:Iteration 32Q (59895.950000 sec): 3 clusters
  Score: Raw -4122559.938729 + Penalty 3389.525801 = -4119170.412928
  nChanged 32
		SP:Iteration 33Q (59896.320000 sec): 3 clusters
  Score: Raw -4122564.859540 + Penalty 3389.525801 = -4119175.333739
  nChanged 30
		SP:Iteration 34Q (59896.690000 sec): 3 clusters
  Score: Raw -4122569.892793 + Penalty 3389.525801 = -4119180.366992
  nChanged 32
		SP:Iteration 35Q (59897.020000 sec): 3 clusters
  Score: Raw -4122574.348188 + Penalty 3389.525801 = -4119184.822387
  nChanged 27
		SP:Iteration 36Q (59897.340000 sec): 3 clusters
  Score: Raw -4122578.167981 + Penalty 3389.525801 = -4119188.642180
  nChanged 30
		SP:Iteration 37Q (59897.680000 sec): 3 clusters
  Score: Raw -4122582.459968 + Penalty 3389.525801 = -4119192.934167
  nChanged 30
		SP:Iteration 38Q (59897.970000 sec): 3 clusters
  Score: Raw -4122586.728173 + Penalty 3389.525801 = -4119197.202372
  nChanged 24
		SP:Iteration 39Q (59898.290000 sec): 3 clusters
  Score: Raw -4122589.769102 + Penalty 3389.525801 = -4119200.243301
  nChanged 20
		SP:Iteration 40F (59898.670000 sec): 3 clusters
  Score: Raw -4122592.366114 + Penalty 3389.525801 = -4119202.840313
  nChanged 21
		SP:Iteration 41Q (59898.960000 sec): 3 clusters
  Score: Raw -4122595.684972 + Penalty 3389.525801 = -4119206.159171
  nChanged 21
		SP:Iteration 42Q (59899.310000 sec): 3 clusters
  Score: Raw -4122598.421741 + Penalty 3389.525801 = -4119208.895940
  nChanged 17
		SP:Iteration 43Q (59899.610000 sec): 3 clusters
  Score: Raw -4122601.348212 + Penalty 3389.525801 = -4119211.822411
  nChanged 21
		SP:Iteration 44Q (59899.950000 sec): 3 clusters
  Score: Raw -4122603.721203 + Penalty 3389.525801 = -4119214.195402
  nChanged 13
		SP:Iteration 45Q (59900.260000 sec): 3 clusters
  Score: Raw -4122605.154949 + Penalty 3389.525801 = -4119215.629148
  nChanged 12
		SP:Iteration 46Q (59900.650000 sec): 3 clusters
  Score: Raw -4122606.647301 + Penalty 3389.525801 = -4119217.121500
  nChanged 17
		SP:Iteration 47Q (59900.990000 sec): 3 clusters
  Score: Raw -4122610.352142 + Penalty 3389.525801 = -4119220.826341
  nChanged 22
		SP:Iteration 48Q (59901.300000 sec): 3 clusters
  Score: Raw -4122613.914301 + Penalty 3389.525801 = -4119224.388500
  nChanged 23
		SP:Iteration 49Q (59901.600000 sec): 3 clusters
  Score: Raw -4122616.942075 + Penalty 3389.525801 = -4119227.416274
  nChanged 23
		SP:Iteration 50Q (59901.910000 sec): 3 clusters
  Score: Raw -4122620.383899 + Penalty 3389.525801 = -4119230.858097
  nChanged 23
		SP:Iteration 51Q (59902.270000 sec): 3 clusters
  Score: Raw -4122624.091218 + Penalty 3389.525801 = -4119234.565417
  nChanged 19
		SP:Iteration 52Q (59902.660000 sec): 3 clusters
  Score: Raw -4122626.404754 + Penalty 3389.525801 = -4119236.878953
  nChanged 16
		SP:Iteration 53Q (59903.050000 sec): 3 clusters
  Score: Raw -4122628.010075 + Penalty 3389.525801 = -4119238.484274
  nChanged 11
		SP:Iteration 54Q (59903.410000 sec): 3 clusters
  Score: Raw -4122629.482491 + Penalty 3389.525801 = -4119239.956690
  nChanged 11
		SP:Iteration 55Q (59903.760000 sec): 3 clusters
  Score: Raw -4122630.984680 + Penalty 3389.525801 = -4119241.458879
  nChanged 11
		SP:Iteration 56Q (59904.140000 sec): 3 clusters
  Score: Raw -4122631.767239 + Penalty 3389.525801 = -4119242.241438
  nChanged 8
		SP:Iteration 57Q (59904.450000 sec): 3 clusters
  Score: Raw -4122632.430944 + Penalty 3389.525801 = -4119242.905143
  nChanged 8
		SP:Iteration 58Q (59904.760000 sec): 3 clusters
  Score: Raw -4122633.126964 + Penalty 3389.525801 = -4119243.601163
  nChanged 10
		SP:Iteration 59Q (59905.070000 sec): 3 clusters
  Score: Raw -4122634.067347 + Penalty 3389.525801 = -4119244.541546
  nChanged 10
		SP:Iteration 60F (59905.370000 sec): 3 clusters
  Score: Raw -4122635.782298 + Penalty 3389.525801 = -4119246.256497
  nChanged 16
		SP:Iteration 61Q (59905.700000 sec): 3 clusters
  Score: Raw -4122637.851853 + Penalty 3389.525801 = -4119248.326052
  nChanged 13
		SP:Iteration 62Q (59906.010000 sec): 3 clusters
  Score: Raw -4122639.099598 + Penalty 3389.525801 = -4119249.573797
  nChanged 5
		SP:Iteration 63Q (59906.330000 sec): 3 clusters
  Score: Raw -4122639.550995 + Penalty 3389.525801 = -4119250.025193
  nChanged 6
		SP:Iteration 64Q (59906.640000 sec): 3 clusters
  Score: Raw -4122639.920366 + Penalty 3389.525801 = -4119250.394565
  nChanged 5
		SP:Iteration 65Q (59906.990000 sec): 3 clusters
  Score: Raw -4122640.347248 + Penalty 3389.525801 = -4119250.821447
  nChanged 3
		SP:Iteration 66Q (59907.340000 sec): 3 clusters
  Score: Raw -4122640.487984 + Penalty 3389.525801 = -4119250.962183
  nChanged 1
		SP:Iteration 67Q (59907.710000 sec): 3 clusters
  Score: Raw -4122640.628985 + Penalty 3389.525801 = -4119251.103184
  nChanged 2
		SP:Iteration 68Q (59908.060000 sec): 3 clusters
  Score: Raw -4122640.976312 + Penalty 3389.525801 = -4119251.450511
  nChanged 4
		SP:Iteration 69Q (59908.420000 sec): 3 clusters
  Score: Raw -4122641.379481 + Penalty 3389.525801 = -4119251.853680
  nChanged 7
		SP:Iteration 70Q (59908.750000 sec): 3 clusters
  Score: Raw -4122642.390245 + Penalty 3389.525801 = -4119252.864444
  nChanged 8
		SP:Iteration 71Q (59909.080000 sec): 3 clusters
  Score: Raw -4122643.122771 + Penalty 3389.525801 = -4119253.596970
  nChanged 5
		SP:Iteration 72Q (59909.370000 sec): 3 clusters
  Score: Raw -4122643.918947 + Penalty 3389.525801 = -4119254.393146
  nChanged 6
		SP:Iteration 73Q (59909.700000 sec): 3 clusters
  Score: Raw -4122644.651892 + Penalty 3389.525801 = -4119255.126091
  nChanged 5
		SP:Iteration 74Q (59910.010000 sec): 3 clusters
  Score: Raw -4122645.161680 + Penalty 3389.525801 = -4119255.635879
  nChanged 3
		SP:Iteration 75Q (59910.310000 sec): 3 clusters
  Score: Raw -4122645.438044 + Penalty 3389.525801 = -4119255.912243
  nChanged 5
		SP:Iteration 76Q (59910.680000 sec): 3 clusters
  Score: Raw -4122646.189939 + Penalty 3389.525801 = -4119256.664138
  nChanged 7
		SP:Iteration 77Q (59911.120000 sec): 3 clusters
  Score: Raw -4122646.916253 + Penalty 3389.525801 = -4119257.390452
  nChanged 6
		SP:Iteration 78Q (59911.440000 sec): 3 clusters
  Score: Raw -4122647.279281 + Penalty 3389.525801 = -4119257.753480
  nChanged 4
		SP:Iteration 79Q (59911.780000 sec): 3 clusters
  Score: Raw -4122647.742785 + Penalty 3389.525801 = -4119258.216984
  nChanged 4
		SP:Iteration 80F (59912.120000 sec): 3 clusters
  Score: Raw -4122648.077399 + Penalty 3389.525801 = -4119258.551597
  nChanged 2
		SP:Iteration 81Q (59912.470000 sec): 3 clusters
  Score: Raw -4122648.238970 + Penalty 3389.525801 = -4119258.713169
  nChanged 1
		SP:Iteration 82Q (59912.750000 sec): 3 clusters
  Score: Raw -4122648.278386 + Penalty 3389.525801 = -4119258.752585
  nChanged 0
		SP:Iteration 83F (59913.110000 sec): 3 clusters
  Score: Raw -4122648.278386 + Penalty 3389.525801 = -4119258.752585
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 15 (30023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59913.310000 sec): 2 clusters
  Score: Raw -3673551.699815 + Penalty 1675.329343 = -3671876.370472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59913.690000 sec): 3 clusters
  Score: Raw -3655057.585466 + Penalty 3350.658686 = -3651706.926780
  nChanged 13841
		SP:Iteration 1F (59914.020000 sec): 3 clusters
  Score: Raw -3662779.313606 + Penalty 3350.658686 = -3659428.654920
  nChanged 1307
		SP:Iteration 2Q (59914.360000 sec): 3 clusters
  Score: Raw -3663202.906145 + Penalty 3350.658686 = -3659852.247459
  nChanged 1210
		SP:Iteration 3Q (59914.710000 sec): 3 clusters
  Score: Raw -3663630.607749 + Penalty 3350.658686 = -3660279.949063
  nChanged 1164
		SP:Iteration 4Q (59915.040000 sec): 3 clusters
  Score: Raw -3664086.037212 + Penalty 3350.658686 = -3660735.378526
  nChanged 1239
		SP:Iteration 5Q (59915.410000 sec): 3 clusters
  Score: Raw -3664635.176911 + Penalty 3350.658686 = -3661284.518225
  nChanged 1313
		SP:Iteration 6Q (59915.720000 sec): 3 clusters
  Score: Raw -3665314.144314 + Penalty 3350.658686 = -3661963.485628
  nChanged 1385
		SP:Iteration 7Q (59916.050000 sec): 3 clusters
  Score: Raw -3666099.054133 + Penalty 3350.658686 = -3662748.395447
  nChanged 1491
		SP:Iteration 8Q (59916.390000 sec): 3 clusters
  Score: Raw -3667013.305134 + Penalty 3350.658686 = -3663662.646448
  nChanged 1579
		SP:Iteration 9F (59916.690000 sec): 3 clusters
  Score: Raw -3668114.169713 + Penalty 3350.658686 = -3664763.511028
  nChanged 1610
		SP:Iteration 10F (59916.950000 sec): 3 clusters
  Score: Raw -3669347.367552 + Penalty 3350.658686 = -3665996.708866
  nChanged 1561
		SP:Iteration 11F (59917.280000 sec): 3 clusters
  Score: Raw -3670603.700234 + Penalty 3350.658686 = -3667253.041548
  nChanged 1315
		SP:Iteration 12Q (59917.580000 sec): 3 clusters
  Score: Raw -3671665.544217 + Penalty 3350.658686 = -3668314.885531
  nChanged 982
		SP:Iteration 13Q (59917.940000 sec): 3 clusters
  Score: Raw -3672437.043096 + Penalty 3350.658686 = -3669086.384410
  nChanged 706
		SP:Iteration 14Q (59918.260000 sec): 3 clusters
  Score: Raw -3672943.735156 + Penalty 3350.658686 = -3669593.076471
  nChanged 484
		SP:Iteration 15Q (59918.590000 sec): 3 clusters
  Score: Raw -3673291.681488 + Penalty 3350.658686 = -3669941.022802
  nChanged 364
		SP:Iteration 16Q (59918.890000 sec): 3 clusters
  Score: Raw -3673567.363592 + Penalty 3350.658686 = -3670216.704906
  nChanged 258
		SP:Iteration 17Q (59919.220000 sec): 3 clusters
  Score: Raw -3673743.239145 + Penalty 3350.658686 = -3670392.580459
  nChanged 215
		SP:Iteration 18Q (59919.610000 sec): 3 clusters
  Score: Raw -3673879.239275 + Penalty 3350.658686 = -3670528.580590
  nChanged 171
		SP:Iteration 19Q (59919.950000 sec): 3 clusters
  Score: Raw -3673975.838082 + Penalty 3350.658686 = -3670625.179396
  nChanged 126
		SP:Iteration 20F (59920.300000 sec): 3 clusters
  Score: Raw -3674042.016804 + Penalty 3350.658686 = -3670691.358118
  nChanged 92
		SP:Iteration 21Q (59920.660000 sec): 3 clusters
  Score: Raw -3674082.490899 + Penalty 3350.658686 = -3670731.832213
  nChanged 77
		SP:Iteration 22Q (59920.970000 sec): 3 clusters
  Score: Raw -3674115.793581 + Penalty 3350.658686 = -3670765.134895
  nChanged 55
		SP:Iteration 23Q (59921.320000 sec): 3 clusters
  Score: Raw -3674137.603523 + Penalty 3350.658686 = -3670786.944837
  nChanged 47
		SP:Iteration 24Q (59921.660000 sec): 3 clusters
  Score: Raw -3674153.705128 + Penalty 3350.658686 = -3670803.046442
  nChanged 38
		SP:Iteration 25Q (59922.000000 sec): 3 clusters
  Score: Raw -3674166.487774 + Penalty 3350.658686 = -3670815.829088
  nChanged 39
		SP:Iteration 26Q (59922.370000 sec): 3 clusters
  Score: Raw -3674177.891456 + Penalty 3350.658686 = -3670827.232770
  nChanged 30
		SP:Iteration 27Q (59922.710000 sec): 3 clusters
  Score: Raw -3674186.474392 + Penalty 3350.658686 = -3670835.815706
  nChanged 26
		SP:Iteration 28Q (59922.990000 sec): 3 clusters
  Score: Raw -3674194.450232 + Penalty 3350.658686 = -3670843.791546
  nChanged 21
		SP:Iteration 29Q (59923.330000 sec): 3 clusters
  Score: Raw -3674201.548886 + Penalty 3350.658686 = -3670850.890200
  nChanged 18
		SP:Iteration 30Q (59923.700000 sec): 3 clusters
  Score: Raw -3674206.044911 + Penalty 3350.658686 = -3670855.386226
  nChanged 13
		SP:Iteration 31Q (59924.080000 sec): 3 clusters
  Score: Raw -3674210.596791 + Penalty 3350.658686 = -3670859.938106
  nChanged 16
		SP:Iteration 32Q (59924.400000 sec): 3 clusters
  Score: Raw -3674215.772534 + Penalty 3350.658686 = -3670865.113848
  nChanged 16
		SP:Iteration 33Q (59924.740000 sec): 3 clusters
  Score: Raw -3674221.540061 + Penalty 3350.658686 = -3670870.881375
  nChanged 21
		SP:Iteration 34Q (59925.060000 sec): 3 clusters
  Score: Raw -3674228.366259 + Penalty 3350.658686 = -3670877.707573
  nChanged 20
		SP:Iteration 35Q (59925.420000 sec): 3 clusters
  Score: Raw -3674234.817680 + Penalty 3350.658686 = -3670884.158994
  nChanged 17
		SP:Iteration 36Q (59925.730000 sec): 3 clusters
  Score: Raw -3674239.491894 + Penalty 3350.658686 = -3670888.833208
  nChanged 17
		SP:Iteration 37Q (59926.100000 sec): 3 clusters
  Score: Raw -3674243.418936 + Penalty 3350.658686 = -3670892.760250
  nChanged 9
		SP:Iteration 38Q (59926.380000 sec): 3 clusters
  Score: Raw -3674245.621601 + Penalty 3350.658686 = -3670894.962915
  nChanged 7
		SP:Iteration 39Q (59926.680000 sec): 3 clusters
  Score: Raw -3674247.041296 + Penalty 3350.658686 = -3670896.382610
  nChanged 2
		SP:Iteration 40F (59926.980000 sec): 3 clusters
  Score: Raw -3674247.583545 + Penalty 3350.658686 = -3670896.924859
  nChanged 1
		SP:Iteration 41Q (59927.240000 sec): 3 clusters
  Score: Raw -3674247.815450 + Penalty 3350.658686 = -3670897.156764
  nChanged 1
		SP:Iteration 42Q (59927.600000 sec): 3 clusters
  Score: Raw -3674248.115119 + Penalty 3350.658686 = -3670897.456433
  nChanged 1
		SP:Iteration 43Q (59927.890000 sec): 3 clusters
  Score: Raw -3674248.404222 + Penalty 3350.658686 = -3670897.745536
  nChanged 1
		SP:Iteration 44Q (59928.170000 sec): 3 clusters
  Score: Raw -3674248.571587 + Penalty 3350.658686 = -3670897.912901
  nChanged 1
		SP:Iteration 45Q (59928.520000 sec): 3 clusters
  Score: Raw -3674248.772598 + Penalty 3350.658686 = -3670898.113912
  nChanged 3
		SP:Iteration 46Q (59928.840000 sec): 3 clusters
  Score: Raw -3674249.629078 + Penalty 3350.658686 = -3670898.970392
  nChanged 2
		SP:Iteration 47Q (59929.100000 sec): 3 clusters
  Score: Raw -3674250.251611 + Penalty 3350.658686 = -3670899.592925
  nChanged 2
		SP:Iteration 48Q (59929.390000 sec): 3 clusters
  Score: Raw -3674250.890028 + Penalty 3350.658686 = -3670900.231342
  nChanged 1
		SP:Iteration 49Q (59929.720000 sec): 3 clusters
  Score: Raw -3674251.096287 + Penalty 3350.658686 = -3670900.437601
  nChanged 1
		SP:Iteration 50Q (59929.970000 sec): 3 clusters
  Score: Raw -3674251.273638 + Penalty 3350.658686 = -3670900.614952
  nChanged 1
		SP:Iteration 51Q (59930.280000 sec): 3 clusters
  Score: Raw -3674251.399019 + Penalty 3350.658686 = -3670900.740333
  nChanged 0
		SP:Iteration 52F (59930.590000 sec): 3 clusters
  Score: Raw -3674251.399019 + Penalty 3350.658686 = -3670900.740333
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 16 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59930.700000 sec): 2 clusters
  Score: Raw -8972.688388 + Penalty 765.298658 = -8207.389731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59930.890000 sec): 3 clusters
  Score: Raw -9159.029894 + Penalty 1530.597315 = -7628.432579
  nChanged 8
		SP:Iteration 1F (59931.050000 sec): 3 clusters
  Score: Raw -9190.785360 + Penalty 1530.597315 = -7660.188044
  nChanged 1
		SP:Iteration 2Q (59931.290000 sec): 3 clusters
  Score: Raw -9194.923392 + Penalty 1530.597315 = -7664.326076
  nChanged 0
		SP:Iteration 3F (59931.460000 sec): 3 clusters
  Score: Raw -9194.923392 + Penalty 1530.597315 = -7664.326076
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 17 (4589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59931.580000 sec): 2 clusters
  Score: Raw -537254.875783 + Penalty 1370.105330 = -535884.770453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59931.780000 sec): 3 clusters
  Score: Raw -534858.383877 + Penalty 2740.210660 = -532118.173218
  nChanged 1880
		SP:Iteration 1F (59932.000000 sec): 3 clusters
  Score: Raw -535820.016020 + Penalty 2740.210660 = -533079.805361
  nChanged 310
		SP:Iteration 2F (59932.220000 sec): 3 clusters
  Score: Raw -535970.839573 + Penalty 2740.210660 = -533230.628913
  nChanged 231
		SP:Iteration 3F (59932.380000 sec): 3 clusters
  Score: Raw -536107.753161 + Penalty 2740.210660 = -533367.542501
  nChanged 217
		SP:Iteration 4Q (59932.580000 sec): 3 clusters
  Score: Raw -536218.381373 + Penalty 2740.210660 = -533478.170713
  nChanged 188
		SP:Iteration 5Q (59932.780000 sec): 3 clusters
  Score: Raw -536307.751197 + Penalty 2740.210660 = -533567.540537
  nChanged 173
		SP:Iteration 6Q (59932.940000 sec): 3 clusters
  Score: Raw -536386.937566 + Penalty 2740.210660 = -533646.726906
  nChanged 157
		SP:Iteration 7Q (59933.160000 sec): 3 clusters
  Score: Raw -536466.160527 + Penalty 2740.210660 = -533725.949867
  nChanged 144
		SP:Iteration 8Q (59933.330000 sec): 3 clusters
  Score: Raw -536528.051618 + Penalty 2740.210660 = -533787.840958
  nChanged 115
		SP:Iteration 9Q (59933.530000 sec): 3 clusters
  Score: Raw -536579.153490 + Penalty 2740.210660 = -533838.942831
  nChanged 124
		SP:Iteration 10Q (59933.710000 sec): 3 clusters
  Score: Raw -536629.243826 + Penalty 2740.210660 = -533889.033167
  nChanged 122
		SP:Iteration 11Q (59933.920000 sec): 3 clusters
  Score: Raw -536687.662523 + Penalty 2740.210660 = -533947.451864
  nChanged 114
		SP:Iteration 12Q (59934.090000 sec): 3 clusters
  Score: Raw -536743.687137 + Penalty 2740.210660 = -534003.476477
  nChanged 110
		SP:Iteration 13Q (59934.300000 sec): 3 clusters
  Score: Raw -536792.475610 + Penalty 2740.210660 = -534052.264950
  nChanged 93
		SP:Iteration 14Q (59934.460000 sec): 3 clusters
  Score: Raw -536829.234030 + Penalty 2740.210660 = -534089.023371
  nChanged 74
		SP:Iteration 15Q (59934.660000 sec): 3 clusters
  Score: Raw -536857.799644 + Penalty 2740.210660 = -534117.588985
  nChanged 68
		SP:Iteration 16Q (59934.870000 sec): 3 clusters
  Score: Raw -536886.233258 + Penalty 2740.210660 = -534146.022598
  nChanged 62
		SP:Iteration 17Q (59935.110000 sec): 3 clusters
  Score: Raw -536912.157043 + Penalty 2740.210660 = -534171.946383
  nChanged 60
		SP:Iteration 18Q (59935.350000 sec): 3 clusters
  Score: Raw -536936.583453 + Penalty 2740.210660 = -534196.372793
  nChanged 64
		SP:Iteration 19Q (59935.600000 sec): 3 clusters
  Score: Raw -536965.240801 + Penalty 2740.210660 = -534225.030141
  nChanged 67
		SP:Iteration 20F (59935.780000 sec): 3 clusters
  Score: Raw -536995.259959 + Penalty 2740.210660 = -534255.049299
  nChanged 63
		SP:Iteration 21Q (59935.960000 sec): 3 clusters
  Score: Raw -537025.512239 + Penalty 2740.210660 = -534285.301579
  nChanged 63
		SP:Iteration 22Q (59936.140000 sec): 3 clusters
  Score: Raw -537054.381812 + Penalty 2740.210660 = -534314.171152
  nChanged 64
		SP:Iteration 23Q (59936.300000 sec): 3 clusters
  Score: Raw -537082.296388 + Penalty 2740.210660 = -534342.085728
  nChanged 61
		SP:Iteration 24Q (59936.520000 sec): 3 clusters
  Score: Raw -537109.436145 + Penalty 2740.210660 = -534369.225486
  nChanged 63
		SP:Iteration 25Q (59936.700000 sec): 3 clusters
  Score: Raw -537136.480048 + Penalty 2740.210660 = -534396.269388
  nChanged 47
		SP:Iteration 26Q (59936.870000 sec): 3 clusters
  Score: Raw -537160.657930 + Penalty 2740.210660 = -534420.447271
  nChanged 45
		SP:Iteration 27Q (59937.100000 sec): 3 clusters
  Score: Raw -537188.816020 + Penalty 2740.210660 = -534448.605361
  nChanged 58
		SP:Iteration 28Q (59937.280000 sec): 3 clusters
  Score: Raw -537222.098572 + Penalty 2740.210660 = -534481.887912
  nChanged 43
		SP:Iteration 29Q (59937.420000 sec): 3 clusters
  Score: Raw -537243.526836 + Penalty 2740.210660 = -534503.316176
  nChanged 44
		SP:Iteration 30Q (59937.610000 sec): 3 clusters
  Score: Raw -537265.485623 + Penalty 2740.210660 = -534525.274963
  nChanged 32
		SP:Iteration 31Q (59937.740000 sec): 3 clusters
  Score: Raw -537281.572408 + Penalty 2740.210660 = -534541.361748
  nChanged 29
		SP:Iteration 32Q (59937.930000 sec): 3 clusters
  Score: Raw -537294.929482 + Penalty 2740.210660 = -534554.718822
  nChanged 27
		SP:Iteration 33Q (59938.200000 sec): 3 clusters
  Score: Raw -537308.608214 + Penalty 2740.210660 = -534568.397554
  nChanged 31
		SP:Iteration 34Q (59938.450000 sec): 3 clusters
  Score: Raw -537322.341693 + Penalty 2740.210660 = -534582.131033
  nChanged 30
		SP:Iteration 35Q (59938.620000 sec): 3 clusters
  Score: Raw -537334.501337 + Penalty 2740.210660 = -534594.290677
  nChanged 23
		SP:Iteration 36Q (59938.830000 sec): 3 clusters
  Score: Raw -537345.783765 + Penalty 2740.210660 = -534605.573105
  nChanged 22
		SP:Iteration 37Q (59939.020000 sec): 3 clusters
  Score: Raw -537354.754679 + Penalty 2740.210660 = -534614.544020
  nChanged 18
		SP:Iteration 38Q (59939.260000 sec): 3 clusters
  Score: Raw -537362.453521 + Penalty 2740.210660 = -534622.242861
  nChanged 18
		SP:Iteration 39Q (59939.490000 sec): 3 clusters
  Score: Raw -537370.772332 + Penalty 2740.210660 = -534630.561672
  nChanged 14
		SP:Iteration 40F (59939.670000 sec): 3 clusters
  Score: Raw -537378.451996 + Penalty 2740.210660 = -534638.241337
  nChanged 14
		SP:Iteration 41Q (59939.870000 sec): 3 clusters
  Score: Raw -537384.063305 + Penalty 2740.210660 = -534643.852646
  nChanged 11
		SP:Iteration 42Q (59940.130000 sec): 3 clusters
  Score: Raw -537389.677276 + Penalty 2740.210660 = -534649.466616
  nChanged 13
		SP:Iteration 43Q (59940.330000 sec): 3 clusters
  Score: Raw -537394.011421 + Penalty 2740.210660 = -534653.800761
  nChanged 7
		SP:Iteration 44Q (59940.470000 sec): 3 clusters
  Score: Raw -537397.095585 + Penalty 2740.210660 = -534656.884925
  nChanged 3
		SP:Iteration 45Q (59940.610000 sec): 3 clusters
  Score: Raw -537397.901623 + Penalty 2740.210660 = -534657.690963
  nChanged 2
		SP:Iteration 46Q (59940.800000 sec): 3 clusters
  Score: Raw -537398.845614 + Penalty 2740.210660 = -534658.634955
  nChanged 3
		SP:Iteration 47Q (59940.970000 sec): 3 clusters
  Score: Raw -537399.818539 + Penalty 2740.210660 = -534659.607880
  nChanged 2
		SP:Iteration 48Q (59941.120000 sec): 3 clusters
  Score: Raw -537400.725835 + Penalty 2740.210660 = -534660.515176
  nChanged 1
		SP:Iteration 49Q (59941.310000 sec): 3 clusters
  Score: Raw -537401.652788 + Penalty 2740.210660 = -534661.442128
  nChanged 3
		SP:Iteration 50Q (59941.480000 sec): 3 clusters
  Score: Raw -537403.341054 + Penalty 2740.210660 = -534663.130394
  nChanged 6
		SP:Iteration 51Q (59941.700000 sec): 3 clusters
  Score: Raw -537405.536865 + Penalty 2740.210660 = -534665.326205
  nChanged 2
		SP:Iteration 52Q (59941.880000 sec): 3 clusters
  Score: Raw -537406.707416 + Penalty 2740.210660 = -534666.496756
  nChanged 3
		SP:Iteration 53Q (59942.030000 sec): 3 clusters
  Score: Raw -537408.336610 + Penalty 2740.210660 = -534668.125950
  nChanged 3
		SP:Iteration 54Q (59942.220000 sec): 3 clusters
  Score: Raw -537409.879592 + Penalty 2740.210660 = -534669.668932
  nChanged 4
		SP:Iteration 55Q (59942.410000 sec): 3 clusters
  Score: Raw -537411.777720 + Penalty 2740.210660 = -534671.567060
  nChanged 5
		SP:Iteration 56Q (59942.610000 sec): 3 clusters
  Score: Raw -537413.937142 + Penalty 2740.210660 = -534673.726482
  nChanged 3
		SP:Iteration 57Q (59942.770000 sec): 3 clusters
  Score: Raw -537415.118224 + Penalty 2740.210660 = -534674.907564
  nChanged 3
		SP:Iteration 58Q (59942.960000 sec): 3 clusters
  Score: Raw -537415.803873 + Penalty 2740.210660 = -534675.593213
  nChanged 1
		SP:Iteration 59Q (59943.130000 sec): 3 clusters
  Score: Raw -537415.889520 + Penalty 2740.210660 = -534675.678861
  nChanged 0
		SP:Iteration 60F (59943.320000 sec): 3 clusters
  Score: Raw -537415.889520 + Penalty 2740.210660 = -534675.678861
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 18 (76635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59943.820000 sec): 2 clusters
  Score: Raw -9310372.160133 + Penalty 1827.606490 = -9308544.553642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59944.340000 sec): 3 clusters
  Score: Raw -9261101.178670 + Penalty 3655.212980 = -9257445.965690
  nChanged 36228
		SP:Iteration 1F (59944.850000 sec): 3 clusters
  Score: Raw -9283269.382831 + Penalty 3655.212980 = -9279614.169850
  nChanged 3945
		SP:Iteration 2F (59945.380000 sec): 3 clusters
  Score: Raw -9285163.246200 + Penalty 3655.212980 = -9281508.033220
  nChanged 4712
		SP:Iteration 3F (59945.930000 sec): 3 clusters
  Score: Raw -9287768.536367 + Penalty 3655.212980 = -9284113.323387
  nChanged 5043
		SP:Iteration 4F (59946.500000 sec): 3 clusters
  Score: Raw -9290651.960837 + Penalty 3655.212980 = -9286996.747857
  nChanged 4759
		SP:Iteration 5F (59947.060000 sec): 3 clusters
  Score: Raw -9293346.006656 + Penalty 3655.212980 = -9289690.793676
  nChanged 4221
		SP:Iteration 6F (59947.650000 sec): 3 clusters
  Score: Raw -9295485.839200 + Penalty 3655.212980 = -9291830.626219
  nChanged 3441
		SP:Iteration 7Q (59948.240000 sec): 3 clusters
  Score: Raw -9297021.633798 + Penalty 3655.212980 = -9293366.420817
  nChanged 2877
		SP:Iteration 8Q (59948.770000 sec): 3 clusters
  Score: Raw -9298240.430043 + Penalty 3655.212980 = -9294585.217062
  nChanged 2688
		SP:Iteration 9Q (59949.330000 sec): 3 clusters
  Score: Raw -9299402.135773 + Penalty 3655.212980 = -9295746.922793
  nChanged 2742
		SP:Iteration 10Q (59949.900000 sec): 3 clusters
  Score: Raw -9300658.619419 + Penalty 3655.212980 = -9297003.406438
  nChanged 2937
		SP:Iteration 11Q (59950.430000 sec): 3 clusters
  Score: Raw -9302062.676276 + Penalty 3655.212980 = -9298407.463296
  nChanged 2987
		SP:Iteration 12Q (59950.910000 sec): 3 clusters
  Score: Raw -9303502.497349 + Penalty 3655.212980 = -9299847.284369
  nChanged 2953
		SP:Iteration 13Q (59951.460000 sec): 3 clusters
  Score: Raw -9304886.014186 + Penalty 3655.212980 = -9301230.801205
  nChanged 2789
		SP:Iteration 14Q (59951.950000 sec): 3 clusters
  Score: Raw -9306159.200853 + Penalty 3655.212980 = -9302503.987873
  nChanged 2541
		SP:Iteration 15Q (59952.470000 sec): 3 clusters
  Score: Raw -9307283.475290 + Penalty 3655.212980 = -9303628.262310
  nChanged 2220
		SP:Iteration 16Q (59953.000000 sec): 3 clusters
  Score: Raw -9308200.499392 + Penalty 3655.212980 = -9304545.286411
  nChanged 1924
		SP:Iteration 17Q (59953.580000 sec): 3 clusters
  Score: Raw -9308945.537173 + Penalty 3655.212980 = -9305290.324193
  nChanged 1566
		SP:Iteration 18Q (59954.100000 sec): 3 clusters
  Score: Raw -9309493.251225 + Penalty 3655.212980 = -9305838.038244
  nChanged 1230
		SP:Iteration 19Q (59954.640000 sec): 3 clusters
  Score: Raw -9309902.626323 + Penalty 3655.212980 = -9306247.413342
  nChanged 1027
		SP:Iteration 20F (59955.180000 sec): 3 clusters
  Score: Raw -9310221.867170 + Penalty 3655.212980 = -9306566.654189
  nChanged 833
		SP:Iteration 21Q (59955.720000 sec): 3 clusters
  Score: Raw -9310458.609356 + Penalty 3655.212980 = -9306803.396376
  nChanged 629
		SP:Iteration 22Q (59956.310000 sec): 3 clusters
  Score: Raw -9310614.611430 + Penalty 3655.212980 = -9306959.398449
  nChanged 498
		SP:Iteration 23Q (59956.860000 sec): 3 clusters
  Score: Raw -9310733.866532 + Penalty 3655.212980 = -9307078.653551
  nChanged 422
		SP:Iteration 24Q (59957.350000 sec): 3 clusters
  Score: Raw -9310826.833004 + Penalty 3655.212980 = -9307171.620024
  nChanged 317
		SP:Iteration 25Q (59957.840000 sec): 3 clusters
  Score: Raw -9310890.161127 + Penalty 3655.212980 = -9307234.948146
  nChanged 242
		SP:Iteration 26Q (59958.380000 sec): 3 clusters
  Score: Raw -9310936.523720 + Penalty 3655.212980 = -9307281.310740
  nChanged 201
		SP:Iteration 27Q (59958.920000 sec): 3 clusters
  Score: Raw -9310970.610551 + Penalty 3655.212980 = -9307315.397570
  nChanged 167
		SP:Iteration 28Q (59959.460000 sec): 3 clusters
  Score: Raw -9311002.161930 + Penalty 3655.212980 = -9307346.948950
  nChanged 168
		SP:Iteration 29Q (59960.000000 sec): 3 clusters
  Score: Raw -9311031.854430 + Penalty 3655.212980 = -9307376.641450
  nChanged 123
		SP:Iteration 30Q (59960.570000 sec): 3 clusters
  Score: Raw -9311049.943922 + Penalty 3655.212980 = -9307394.730941
  nChanged 98
		SP:Iteration 31Q (59961.020000 sec): 3 clusters
  Score: Raw -9311065.022279 + Penalty 3655.212980 = -9307409.809298
  nChanged 90
		SP:Iteration 32Q (59961.580000 sec): 3 clusters
  Score: Raw -9311078.408397 + Penalty 3655.212980 = -9307423.195416
  nChanged 86
		SP:Iteration 33Q (59962.080000 sec): 3 clusters
  Score: Raw -9311092.058595 + Penalty 3655.212980 = -9307436.845614
  nChanged 97
		SP:Iteration 34Q (59962.550000 sec): 3 clusters
  Score: Raw -9311107.579413 + Penalty 3655.212980 = -9307452.366432
  nChanged 87
		SP:Iteration 35Q (59963.010000 sec): 3 clusters
  Score: Raw -9311121.363433 + Penalty 3655.212980 = -9307466.150453
  nChanged 75
		SP:Iteration 36Q (59963.520000 sec): 3 clusters
  Score: Raw -9311134.939212 + Penalty 3655.212980 = -9307479.726231
  nChanged 73
		SP:Iteration 37Q (59964.050000 sec): 3 clusters
  Score: Raw -9311146.075183 + Penalty 3655.212980 = -9307490.862202
  nChanged 51
		SP:Iteration 38Q (59964.550000 sec): 3 clusters
  Score: Raw -9311154.016930 + Penalty 3655.212980 = -9307498.803949
  nChanged 48
		SP:Iteration 39Q (59965.150000 sec): 3 clusters
  Score: Raw -9311159.693698 + Penalty 3655.212980 = -9307504.480717
  nChanged 26
		SP:Iteration 40F (59965.680000 sec): 3 clusters
  Score: Raw -9311163.021895 + Penalty 3655.212980 = -9307507.808915
  nChanged 30
		SP:Iteration 41Q (59966.210000 sec): 3 clusters
  Score: Raw -9311166.649385 + Penalty 3655.212980 = -9307511.436404
  nChanged 28
		SP:Iteration 42Q (59966.690000 sec): 3 clusters
  Score: Raw -9311169.895060 + Penalty 3655.212980 = -9307514.682079
  nChanged 21
		SP:Iteration 43Q (59967.190000 sec): 3 clusters
  Score: Raw -9311171.827778 + Penalty 3655.212980 = -9307516.614798
  nChanged 19
		SP:Iteration 44Q (59967.680000 sec): 3 clusters
  Score: Raw -9311173.797625 + Penalty 3655.212980 = -9307518.584644
  nChanged 12
		SP:Iteration 45Q (59968.320000 sec): 3 clusters
  Score: Raw -9311175.281310 + Penalty 3655.212980 = -9307520.068329
  nChanged 12
		SP:Iteration 46Q (59968.850000 sec): 3 clusters
  Score: Raw -9311176.346692 + Penalty 3655.212980 = -9307521.133712
  nChanged 9
		SP:Iteration 47Q (59969.390000 sec): 3 clusters
  Score: Raw -9311177.317437 + Penalty 3655.212980 = -9307522.104456
  nChanged 8
		SP:Iteration 48Q (59969.940000 sec): 3 clusters
  Score: Raw -9311178.075031 + Penalty 3655.212980 = -9307522.862051
  nChanged 5
		SP:Iteration 49Q (59970.470000 sec): 3 clusters
  Score: Raw -9311178.665904 + Penalty 3655.212980 = -9307523.452924
  nChanged 5
		SP:Iteration 50Q (59970.950000 sec): 3 clusters
  Score: Raw -9311179.348695 + Penalty 3655.212980 = -9307524.135715
  nChanged 7
		SP:Iteration 51Q (59971.440000 sec): 3 clusters
  Score: Raw -9311180.009095 + Penalty 3655.212980 = -9307524.796114
  nChanged 5
		SP:Iteration 52Q (59971.920000 sec): 3 clusters
  Score: Raw -9311180.505216 + Penalty 3655.212980 = -9307525.292236
  nChanged 6
		SP:Iteration 53Q (59972.390000 sec): 3 clusters
  Score: Raw -9311180.974879 + Penalty 3655.212980 = -9307525.761898
  nChanged 7
		SP:Iteration 54Q (59972.850000 sec): 3 clusters
  Score: Raw -9311181.580958 + Penalty 3655.212980 = -9307526.367977
  nChanged 7
		SP:Iteration 55Q (59973.360000 sec): 3 clusters
  Score: Raw -9311182.470149 + Penalty 3655.212980 = -9307527.257169
  nChanged 15
		SP:Iteration 56Q (59973.890000 sec): 3 clusters
  Score: Raw -9311183.897462 + Penalty 3655.212980 = -9307528.684482
  nChanged 5
		SP:Iteration 57Q (59974.390000 sec): 3 clusters
  Score: Raw -9311184.469191 + Penalty 3655.212980 = -9307529.256210
  nChanged 8
		SP:Iteration 58Q (59974.860000 sec): 3 clusters
  Score: Raw -9311185.183703 + Penalty 3655.212980 = -9307529.970723
  nChanged 3
		SP:Iteration 59Q (59975.390000 sec): 3 clusters
  Score: Raw -9311185.506340 + Penalty 3655.212980 = -9307530.293360
  nChanged 5
		SP:Iteration 60F (59975.940000 sec): 3 clusters
  Score: Raw -9311186.119643 + Penalty 3655.212980 = -9307530.906663
  nChanged 3
		SP:Iteration 61Q (59976.510000 sec): 3 clusters
  Score: Raw -9311186.410149 + Penalty 3655.212980 = -9307531.197169
  nChanged 3
		SP:Iteration 62Q (59977.050000 sec): 3 clusters
  Score: Raw -9311186.650157 + Penalty 3655.212980 = -9307531.437177
  nChanged 3
		SP:Iteration 63Q (59977.590000 sec): 3 clusters
  Score: Raw -9311186.897095 + Penalty 3655.212980 = -9307531.684114
  nChanged 2
		SP:Iteration 64Q (59978.130000 sec): 3 clusters
  Score: Raw -9311187.050006 + Penalty 3655.212980 = -9307531.837026
  nChanged 2
		SP:Iteration 65Q (59978.700000 sec): 3 clusters
  Score: Raw -9311187.344194 + Penalty 3655.212980 = -9307532.131213
  nChanged 3
		SP:Iteration 66Q (59979.210000 sec): 3 clusters
  Score: Raw -9311187.733323 + Penalty 3655.212980 = -9307532.520342
  nChanged 4
		SP:Iteration 67Q (59979.700000 sec): 3 clusters
  Score: Raw -9311188.414845 + Penalty 3655.212980 = -9307533.201864
  nChanged 6
		SP:Iteration 68Q (59980.190000 sec): 3 clusters
  Score: Raw -9311188.964053 + Penalty 3655.212980 = -9307533.751072
  nChanged 9
		SP:Iteration 69Q (59980.680000 sec): 3 clusters
  Score: Raw -9311189.789755 + Penalty 3655.212980 = -9307534.576775
  nChanged 8
		SP:Iteration 70Q (59981.280000 sec): 3 clusters
  Score: Raw -9311190.546372 + Penalty 3655.212980 = -9307535.333392
  nChanged 4
		SP:Iteration 71Q (59981.810000 sec): 3 clusters
  Score: Raw -9311190.824156 + Penalty 3655.212980 = -9307535.611175
  nChanged 2
		SP:Iteration 72Q (59982.310000 sec): 3 clusters
  Score: Raw -9311190.930196 + Penalty 3655.212980 = -9307535.717216
  nChanged 1
		SP:Iteration 73Q (59982.880000 sec): 3 clusters
  Score: Raw -9311191.034365 + Penalty 3655.212980 = -9307535.821385
  nChanged 2
		SP:Iteration 74Q (59983.400000 sec): 3 clusters
  Score: Raw -9311191.358992 + Penalty 3655.212980 = -9307536.146012
  nChanged 4
		SP:Iteration 75Q (59983.910000 sec): 3 clusters
  Score: Raw -9311191.683206 + Penalty 3655.212980 = -9307536.470226
  nChanged 2
		SP:Iteration 76Q (59984.490000 sec): 3 clusters
  Score: Raw -9311191.839304 + Penalty 3655.212980 = -9307536.626323
  nChanged 0
		SP:Iteration 77F (59985.070000 sec): 3 clusters
  Score: Raw -9311191.839304 + Penalty 3655.212980 = -9307536.626323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 19 (17362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59985.250000 sec): 2 clusters
  Score: Raw -2010940.814395 + Penalty 1586.331368 = -2009354.483026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59985.500000 sec): 3 clusters
  Score: Raw -2000544.146860 + Penalty 3172.662736 = -1997371.484124
  nChanged 7793
		SP:Iteration 1F (59985.820000 sec): 3 clusters
  Score: Raw -2005000.525360 + Penalty 3172.662736 = -2001827.862624
  nChanged 1035
		SP:Iteration 2F (59986.110000 sec): 3 clusters
  Score: Raw -2005544.845442 + Penalty 3172.662736 = -2002372.182706
  nChanged 1066
		SP:Iteration 3F (59986.460000 sec): 3 clusters
  Score: Raw -2006201.009403 + Penalty 3172.662736 = -2003028.346667
  nChanged 1123
		SP:Iteration 4F (59986.690000 sec): 3 clusters
  Score: Raw -2007052.796125 + Penalty 3172.662736 = -2003880.133388
  nChanged 1246
		SP:Iteration 5F (59986.950000 sec): 3 clusters
  Score: Raw -2008059.721091 + Penalty 3172.662736 = -2004887.058354
  nChanged 1204
		SP:Iteration 6F (59987.230000 sec): 3 clusters
  Score: Raw -2009007.681909 + Penalty 3172.662736 = -2005835.019172
  nChanged 966
		SP:Iteration 7F (59987.490000 sec): 3 clusters
  Score: Raw -2009750.359188 + Penalty 3172.662736 = -2006577.696451
  nChanged 724
		SP:Iteration 8Q (59987.710000 sec): 3 clusters
  Score: Raw -2010256.543862 + Penalty 3172.662736 = -2007083.881126
  nChanged 531
		SP:Iteration 9Q (59987.930000 sec): 3 clusters
  Score: Raw -2010540.798043 + Penalty 3172.662736 = -2007368.135306
  nChanged 369
		SP:Iteration 10Q (59988.170000 sec): 3 clusters
  Score: Raw -2010724.870145 + Penalty 3172.662736 = -2007552.207409
  nChanged 283
		SP:Iteration 11Q (59988.450000 sec): 3 clusters
  Score: Raw -2010857.038824 + Penalty 3172.662736 = -2007684.376087
  nChanged 223
		SP:Iteration 12Q (59988.670000 sec): 3 clusters
  Score: Raw -2010943.981906 + Penalty 3172.662736 = -2007771.319169
  nChanged 179
		SP:Iteration 13Q (59988.930000 sec): 3 clusters
  Score: Raw -2011004.875145 + Penalty 3172.662736 = -2007832.212408
  nChanged 162
		SP:Iteration 14Q (59989.200000 sec): 3 clusters
  Score: Raw -2011060.301385 + Penalty 3172.662736 = -2007887.638649
  nChanged 153
		SP:Iteration 15Q (59989.510000 sec): 3 clusters
  Score: Raw -2011104.889836 + Penalty 3172.662736 = -2007932.227099
  nChanged 134
		SP:Iteration 16Q (59989.750000 sec): 3 clusters
  Score: Raw -2011144.445564 + Penalty 3172.662736 = -2007971.782827
  nChanged 118
		SP:Iteration 17Q (59989.990000 sec): 3 clusters
  Score: Raw -2011175.955507 + Penalty 3172.662736 = -2008003.292771
  nChanged 92
		SP:Iteration 18Q (59990.250000 sec): 3 clusters
  Score: Raw -2011200.267107 + Penalty 3172.662736 = -2008027.604370
  nChanged 73
		SP:Iteration 19Q (59990.550000 sec): 3 clusters
  Score: Raw -2011215.325277 + Penalty 3172.662736 = -2008042.662541
  nChanged 57
		SP:Iteration 20F (59990.750000 sec): 3 clusters
  Score: Raw -2011229.068085 + Penalty 3172.662736 = -2008056.405349
  nChanged 69
		SP:Iteration 21Q (59991.040000 sec): 3 clusters
  Score: Raw -2011245.314005 + Penalty 3172.662736 = -2008072.651269
  nChanged 63
		SP:Iteration 22Q (59991.280000 sec): 3 clusters
  Score: Raw -2011259.274777 + Penalty 3172.662736 = -2008086.612041
  nChanged 58
		SP:Iteration 23Q (59991.580000 sec): 3 clusters
  Score: Raw -2011271.114933 + Penalty 3172.662736 = -2008098.452197
  nChanged 55
		SP:Iteration 24Q (59991.810000 sec): 3 clusters
  Score: Raw -2011279.625824 + Penalty 3172.662736 = -2008106.963088
  nChanged 42
		SP:Iteration 25Q (59992.100000 sec): 3 clusters
  Score: Raw -2011286.783327 + Penalty 3172.662736 = -2008114.120591
  nChanged 39
		SP:Iteration 26Q (59992.410000 sec): 3 clusters
  Score: Raw -2011293.552914 + Penalty 3172.662736 = -2008120.890178
  nChanged 25
		SP:Iteration 27Q (59992.660000 sec): 3 clusters
  Score: Raw -2011297.176193 + Penalty 3172.662736 = -2008124.513457
  nChanged 22
		SP:Iteration 28Q (59992.970000 sec): 3 clusters
  Score: Raw -2011299.894144 + Penalty 3172.662736 = -2008127.231407
  nChanged 12
		SP:Iteration 29Q (59993.180000 sec): 3 clusters
  Score: Raw -2011301.388129 + Penalty 3172.662736 = -2008128.725393
  nChanged 15
		SP:Iteration 30Q (59993.500000 sec): 3 clusters
  Score: Raw -2011303.292546 + Penalty 3172.662736 = -2008130.629810
  nChanged 20
		SP:Iteration 31Q (59993.740000 sec): 3 clusters
  Score: Raw -2011305.665400 + Penalty 3172.662736 = -2008133.002664
  nChanged 25
		SP:Iteration 32Q (59994.010000 sec): 3 clusters
  Score: Raw -2011309.365867 + Penalty 3172.662736 = -2008136.703131
  nChanged 27
		SP:Iteration 33Q (59994.310000 sec): 3 clusters
  Score: Raw -2011313.531164 + Penalty 3172.662736 = -2008140.868428
  nChanged 26
		SP:Iteration 34Q (59994.570000 sec): 3 clusters
  Score: Raw -2011318.318695 + Penalty 3172.662736 = -2008145.655958
  nChanged 29
		SP:Iteration 35Q (59994.830000 sec): 3 clusters
  Score: Raw -2011323.965057 + Penalty 3172.662736 = -2008151.302320
  nChanged 37
		SP:Iteration 36Q (59995.130000 sec): 3 clusters
  Score: Raw -2011330.946217 + Penalty 3172.662736 = -2008158.283480
  nChanged 27
		SP:Iteration 37Q (59995.380000 sec): 3 clusters
  Score: Raw -2011334.995710 + Penalty 3172.662736 = -2008162.332974
  nChanged 22
		SP:Iteration 38Q (59995.700000 sec): 3 clusters
  Score: Raw -2011337.368882 + Penalty 3172.662736 = -2008164.706146
  nChanged 21
		SP:Iteration 39Q (59996.020000 sec): 3 clusters
  Score: Raw -2011340.150583 + Penalty 3172.662736 = -2008167.487847
  nChanged 17
		SP:Iteration 40F (59996.270000 sec): 3 clusters
  Score: Raw -2011342.072300 + Penalty 3172.662736 = -2008169.409564
  nChanged 12
		SP:Iteration 41Q (59996.550000 sec): 3 clusters
  Score: Raw -2011343.693718 + Penalty 3172.662736 = -2008171.030982
  nChanged 11
		SP:Iteration 42Q (59996.840000 sec): 3 clusters
  Score: Raw -2011344.891040 + Penalty 3172.662736 = -2008172.228303
  nChanged 9
		SP:Iteration 43Q (59997.120000 sec): 3 clusters
  Score: Raw -2011345.941703 + Penalty 3172.662736 = -2008173.278967
  nChanged 5
		SP:Iteration 44Q (59997.410000 sec): 3 clusters
  Score: Raw -2011346.349639 + Penalty 3172.662736 = -2008173.686903
  nChanged 3
		SP:Iteration 45Q (59997.660000 sec): 3 clusters
  Score: Raw -2011346.504402 + Penalty 3172.662736 = -2008173.841665
  nChanged 4
		SP:Iteration 46Q (59997.920000 sec): 3 clusters
  Score: Raw -2011346.718480 + Penalty 3172.662736 = -2008174.055743
  nChanged 1
		SP:Iteration 47Q (59998.180000 sec): 3 clusters
  Score: Raw -2011346.896118 + Penalty 3172.662736 = -2008174.233381
  nChanged 3
		SP:Iteration 48Q (59998.440000 sec): 3 clusters
  Score: Raw -2011347.224614 + Penalty 3172.662736 = -2008174.561877
  nChanged 5
		SP:Iteration 49Q (59998.710000 sec): 3 clusters
  Score: Raw -2011347.697730 + Penalty 3172.662736 = -2008175.034994
  nChanged 8
		SP:Iteration 50Q (59998.960000 sec): 3 clusters
  Score: Raw -2011348.552809 + Penalty 3172.662736 = -2008175.890073
  nChanged 7
		SP:Iteration 51Q (59999.230000 sec): 3 clusters
  Score: Raw -2011349.488531 + Penalty 3172.662736 = -2008176.825795
  nChanged 9
		SP:Iteration 52Q (59999.450000 sec): 3 clusters
  Score: Raw -2011350.432386 + Penalty 3172.662736 = -2008177.769650
  nChanged 11
		SP:Iteration 53Q (59999.750000 sec): 3 clusters
  Score: Raw -2011351.775271 + Penalty 3172.662736 = -2008179.112534
  nChanged 12
		SP:Iteration 54Q (59999.960000 sec): 3 clusters
  Score: Raw -2011353.235495 + Penalty 3172.662736 = -2008180.572759
  nChanged 12
		SP:Iteration 55Q (60000.210000 sec): 3 clusters
  Score: Raw -2011354.796316 + Penalty 3172.662736 = -2008182.133579
  nChanged 11
		SP:Iteration 56Q (60000.430000 sec): 3 clusters
  Score: Raw -2011355.711690 + Penalty 3172.662736 = -2008183.048953
  nChanged 9
		SP:Iteration 57Q (60000.730000 sec): 3 clusters
  Score: Raw -2011356.708536 + Penalty 3172.662736 = -2008184.045799
  nChanged 6
		SP:Iteration 58Q (60000.950000 sec): 3 clusters
  Score: Raw -2011357.147824 + Penalty 3172.662736 = -2008184.485087
  nChanged 6
		SP:Iteration 59Q (60001.230000 sec): 3 clusters
  Score: Raw -2011357.681249 + Penalty 3172.662736 = -2008185.018512
  nChanged 3
		SP:Iteration 60F (60001.490000 sec): 3 clusters
  Score: Raw -2011357.889080 + Penalty 3172.662736 = -2008185.226343
  nChanged 5
		SP:Iteration 61Q (60001.760000 sec): 3 clusters
  Score: Raw -2011358.273921 + Penalty 3172.662736 = -2008185.611185
  nChanged 3
		SP:Iteration 62Q (60002.060000 sec): 3 clusters
  Score: Raw -2011358.517765 + Penalty 3172.662736 = -2008185.855028
  nChanged 1
		SP:Iteration 63Q (60002.340000 sec): 3 clusters
  Score: Raw -2011358.590762 + Penalty 3172.662736 = -2008185.928025
  nChanged 0
		SP:Iteration 64F (60002.630000 sec): 3 clusters
  Score: Raw -2011358.590762 + Penalty 3172.662736 = -2008185.928025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 20 (2235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60002.750000 sec): 2 clusters
  Score: Raw -255993.546398 + Penalty 1253.199432 = -254740.346965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60002.940000 sec): 3 clusters
  Score: Raw -255020.331075 + Penalty 2506.398865 = -252513.932210
  nChanged 836
		SP:Iteration 1F (60003.130000 sec): 3 clusters
  Score: Raw -255600.999818 + Penalty 2506.398865 = -253094.600953
  nChanged 184
		SP:Iteration 2F (60003.360000 sec): 3 clusters
  Score: Raw -255758.460539 + Penalty 2506.398865 = -253252.061674
  nChanged 137
		SP:Iteration 3F (60003.540000 sec): 3 clusters
  Score: Raw -255892.573390 + Penalty 2506.398865 = -253386.174526
  nChanged 133
		SP:Iteration 4F (60003.690000 sec): 3 clusters
  Score: Raw -256040.566210 + Penalty 2506.398865 = -253534.167345
  nChanged 123
		SP:Iteration 5F (60003.880000 sec): 3 clusters
  Score: Raw -256194.284448 + Penalty 2506.398865 = -253687.885584
  nChanged 113
		SP:Iteration 6F (60004.100000 sec): 3 clusters
  Score: Raw -256324.461236 + Penalty 2506.398865 = -253818.062371
  nChanged 98
		SP:Iteration 7Q (60004.280000 sec): 3 clusters
  Score: Raw -256447.680743 + Penalty 2506.398865 = -253941.281878
  nChanged 85
		SP:Iteration 8Q (60004.400000 sec): 3 clusters
  Score: Raw -256542.034137 + Penalty 2506.398865 = -254035.635272
  nChanged 66
		SP:Iteration 9Q (60004.560000 sec): 3 clusters
  Score: Raw -256595.368875 + Penalty 2506.398865 = -254088.970010
  nChanged 47
		SP:Iteration 10Q (60004.750000 sec): 3 clusters
  Score: Raw -256629.743577 + Penalty 2506.398865 = -254123.344713
  nChanged 37
		SP:Iteration 11Q (60004.950000 sec): 3 clusters
  Score: Raw -256649.237928 + Penalty 2506.398865 = -254142.839063
  nChanged 20
		SP:Iteration 12Q (60005.210000 sec): 3 clusters
  Score: Raw -256658.960940 + Penalty 2506.398865 = -254152.562075
  nChanged 13
		SP:Iteration 13Q (60005.360000 sec): 3 clusters
  Score: Raw -256664.998690 + Penalty 2506.398865 = -254158.599825
  nChanged 6
		SP:Iteration 14Q (60005.500000 sec): 3 clusters
  Score: Raw -256667.235004 + Penalty 2506.398865 = -254160.836139
  nChanged 3
		SP:Iteration 15Q (60005.660000 sec): 3 clusters
  Score: Raw -256668.526518 + Penalty 2506.398865 = -254162.127653
  nChanged 3
		SP:Iteration 16Q (60005.820000 sec): 3 clusters
  Score: Raw -256669.752930 + Penalty 2506.398865 = -254163.354065
  nChanged 3
		SP:Iteration 17Q (60005.980000 sec): 3 clusters
  Score: Raw -256671.238625 + Penalty 2506.398865 = -254164.839760
  nChanged 2
		SP:Iteration 18Q (60006.140000 sec): 3 clusters
  Score: Raw -256672.048459 + Penalty 2506.398865 = -254165.649594
  nChanged 1
		SP:Iteration 19Q (60006.300000 sec): 3 clusters
  Score: Raw -256672.453127 + Penalty 2506.398865 = -254166.054262
  nChanged 1
		SP:Iteration 20F (60006.480000 sec): 3 clusters
  Score: Raw -256672.996557 + Penalty 2506.398865 = -254166.597692
  nChanged 2
		SP:Iteration 21Q (60006.650000 sec): 3 clusters
  Score: Raw -256673.691493 + Penalty 2506.398865 = -254167.292628
  nChanged 1
		SP:Iteration 22Q (60006.820000 sec): 3 clusters
  Score: Raw -256674.693546 + Penalty 2506.398865 = -254168.294682
  nChanged 3
		SP:Iteration 23Q (60006.990000 sec): 3 clusters
  Score: Raw -256676.361072 + Penalty 2506.398865 = -254169.962207
  nChanged 3
		SP:Iteration 24Q (60007.160000 sec): 3 clusters
  Score: Raw -256678.116747 + Penalty 2506.398865 = -254171.717883
  nChanged 2
		SP:Iteration 25Q (60007.350000 sec): 3 clusters
  Score: Raw -256678.904145 + Penalty 2506.398865 = -254172.505280
  nChanged 1
		SP:Iteration 26Q (60007.550000 sec): 3 clusters
  Score: Raw -256679.192999 + Penalty 2506.398865 = -254172.794134
  nChanged 2
		SP:Iteration 27Q (60007.790000 sec): 3 clusters
  Score: Raw -256679.824581 + Penalty 2506.398865 = -254173.425716
  nChanged 1
		SP:Iteration 28Q (60007.940000 sec): 3 clusters
  Score: Raw -256680.026103 + Penalty 2506.398865 = -254173.627238
  nChanged 0
		SP:Iteration 29F (60008.150000 sec): 3 clusters
  Score: Raw -256680.026103 + Penalty 2506.398865 = -254173.627238
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 21 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60008.280000 sec): 2 clusters
  Score: Raw -430234.598835 + Penalty 1337.035349 = -428897.563487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60008.470000 sec): 3 clusters
  Score: Raw -428435.820898 + Penalty 2674.070697 = -425761.750200
  nChanged 1446
		SP:Iteration 1F (60008.700000 sec): 3 clusters
  Score: Raw -429300.751376 + Penalty 2674.070697 = -426626.680678
  nChanged 282
		SP:Iteration 2F (60008.940000 sec): 3 clusters
  Score: Raw -429455.084189 + Penalty 2674.070697 = -426781.013492
  nChanged 180
		SP:Iteration 3Q (60009.120000 sec): 3 clusters
  Score: Raw -429538.798144 + Penalty 2674.070697 = -426864.727447
  nChanged 114
		SP:Iteration 4Q (60009.360000 sec): 3 clusters
  Score: Raw -429587.663571 + Penalty 2674.070697 = -426913.592874
  nChanged 85
		SP:Iteration 5Q (60009.580000 sec): 3 clusters
  Score: Raw -429625.833539 + Penalty 2674.070697 = -426951.762842
  nChanged 92
		SP:Iteration 6Q (60009.700000 sec): 3 clusters
  Score: Raw -429665.705181 + Penalty 2674.070697 = -426991.634483
  nChanged 65
		SP:Iteration 7Q (60009.890000 sec): 3 clusters
  Score: Raw -429699.569681 + Penalty 2674.070697 = -427025.498984
  nChanged 65
		SP:Iteration 8Q (60010.040000 sec): 3 clusters
  Score: Raw -429735.449692 + Penalty 2674.070697 = -427061.378994
  nChanged 68
		SP:Iteration 9Q (60010.210000 sec): 3 clusters
  Score: Raw -429772.165219 + Penalty 2674.070697 = -427098.094522
  nChanged 73
		SP:Iteration 10Q (60010.340000 sec): 3 clusters
  Score: Raw -429805.918078 + Penalty 2674.070697 = -427131.847381
  nChanged 67
		SP:Iteration 11Q (60010.500000 sec): 3 clusters
  Score: Raw -429843.732936 + Penalty 2674.070697 = -427169.662239
  nChanged 82
		SP:Iteration 12Q (60010.620000 sec): 3 clusters
  Score: Raw -429881.792018 + Penalty 2674.070697 = -427207.721321
  nChanged 74
		SP:Iteration 13Q (60010.800000 sec): 3 clusters
  Score: Raw -429913.714761 + Penalty 2674.070697 = -427239.644064
  nChanged 66
		SP:Iteration 14Q (60010.970000 sec): 3 clusters
  Score: Raw -429942.046739 + Penalty 2674.070697 = -427267.976042
  nChanged 60
		SP:Iteration 15Q (60011.140000 sec): 3 clusters
  Score: Raw -429964.673677 + Penalty 2674.070697 = -427290.602980
  nChanged 52
		SP:Iteration 16Q (60011.320000 sec): 3 clusters
  Score: Raw -429988.626340 + Penalty 2674.070697 = -427314.555643
  nChanged 62
		SP:Iteration 17Q (60011.490000 sec): 3 clusters
  Score: Raw -430013.976657 + Penalty 2674.070697 = -427339.905960
  nChanged 56
		SP:Iteration 18Q (60011.680000 sec): 3 clusters
  Score: Raw -430038.821534 + Penalty 2674.070697 = -427364.750837
  nChanged 52
		SP:Iteration 19Q (60011.910000 sec): 3 clusters
  Score: Raw -430062.872607 + Penalty 2674.070697 = -427388.801910
  nChanged 51
		SP:Iteration 20F (60012.150000 sec): 3 clusters
  Score: Raw -430091.133872 + Penalty 2674.070697 = -427417.063174
  nChanged 52
		SP:Iteration 21Q (60012.340000 sec): 3 clusters
  Score: Raw -430117.612700 + Penalty 2674.070697 = -427443.542003
  nChanged 56
		SP:Iteration 22Q (60012.500000 sec): 3 clusters
  Score: Raw -430147.222702 + Penalty 2674.070697 = -427473.152005
  nChanged 57
		SP:Iteration 23Q (60012.640000 sec): 3 clusters
  Score: Raw -430177.404038 + Penalty 2674.070697 = -427503.333340
  nChanged 64
		SP:Iteration 24Q (60012.820000 sec): 3 clusters
  Score: Raw -430207.664711 + Penalty 2674.070697 = -427533.594013
  nChanged 58
		SP:Iteration 25Q (60012.980000 sec): 3 clusters
  Score: Raw -430242.306621 + Penalty 2674.070697 = -427568.235924
  nChanged 51
		SP:Iteration 26Q (60013.180000 sec): 3 clusters
  Score: Raw -430269.652296 + Penalty 2674.070697 = -427595.581599
  nChanged 47
		SP:Iteration 27Q (60013.420000 sec): 3 clusters
  Score: Raw -430300.213995 + Penalty 2674.070697 = -427626.143298
  nChanged 49
		SP:Iteration 28Q (60013.580000 sec): 3 clusters
  Score: Raw -430333.597388 + Penalty 2674.070697 = -427659.526691
  nChanged 50
		SP:Iteration 29Q (60013.790000 sec): 3 clusters
  Score: Raw -430364.367515 + Penalty 2674.070697 = -427690.296817
  nChanged 46
		SP:Iteration 30Q (60013.950000 sec): 3 clusters
  Score: Raw -430391.118401 + Penalty 2674.070697 = -427717.047704
  nChanged 38
		SP:Iteration 31Q (60014.160000 sec): 3 clusters
  Score: Raw -430411.006532 + Penalty 2674.070697 = -427736.935834
  nChanged 37
		SP:Iteration 32Q (60014.360000 sec): 3 clusters
  Score: Raw -430430.332353 + Penalty 2674.070697 = -427756.261656
  nChanged 36
		SP:Iteration 33Q (60014.540000 sec): 3 clusters
  Score: Raw -430447.425936 + Penalty 2674.070697 = -427773.355239
  nChanged 29
		SP:Iteration 34Q (60014.780000 sec): 3 clusters
  Score: Raw -430465.645717 + Penalty 2674.070697 = -427791.575020
  nChanged 28
		SP:Iteration 35Q (60015.000000 sec): 3 clusters
  Score: Raw -430478.059971 + Penalty 2674.070697 = -427803.989274
  nChanged 25
		SP:Iteration 36Q (60015.210000 sec): 3 clusters
  Score: Raw -430492.795131 + Penalty 2674.070697 = -427818.724434
  nChanged 27
		SP:Iteration 37Q (60015.370000 sec): 3 clusters
  Score: Raw -430508.313860 + Penalty 2674.070697 = -427834.243163
  nChanged 21
		SP:Iteration 38Q (60015.560000 sec): 3 clusters
  Score: Raw -430518.918706 + Penalty 2674.070697 = -427844.848009
  nChanged 19
		SP:Iteration 39Q (60015.730000 sec): 3 clusters
  Score: Raw -430530.727797 + Penalty 2674.070697 = -427856.657100
  nChanged 17
		SP:Iteration 40F (60015.890000 sec): 3 clusters
  Score: Raw -430537.751670 + Penalty 2674.070697 = -427863.680973
  nChanged 20
		SP:Iteration 41Q (60016.050000 sec): 3 clusters
  Score: Raw -430547.806039 + Penalty 2674.070697 = -427873.735342
  nChanged 15
		SP:Iteration 42Q (60016.310000 sec): 3 clusters
  Score: Raw -430556.068940 + Penalty 2674.070697 = -427881.998243
  nChanged 13
		SP:Iteration 43Q (60016.510000 sec): 3 clusters
  Score: Raw -430561.520147 + Penalty 2674.070697 = -427887.449449
  nChanged 10
		SP:Iteration 44Q (60016.710000 sec): 3 clusters
  Score: Raw -430565.361812 + Penalty 2674.070697 = -427891.291115
  nChanged 8
		SP:Iteration 45Q (60016.870000 sec): 3 clusters
  Score: Raw -430569.225963 + Penalty 2674.070697 = -427895.155266
  nChanged 11
		SP:Iteration 46Q (60017.070000 sec): 3 clusters
  Score: Raw -430573.722117 + Penalty 2674.070697 = -427899.651420
  nChanged 8
		SP:Iteration 47Q (60017.230000 sec): 3 clusters
  Score: Raw -430577.062936 + Penalty 2674.070697 = -427902.992239
  nChanged 7
		SP:Iteration 48Q (60017.380000 sec): 3 clusters
  Score: Raw -430579.927610 + Penalty 2674.070697 = -427905.856913
  nChanged 6
		SP:Iteration 49Q (60017.550000 sec): 3 clusters
  Score: Raw -430582.655422 + Penalty 2674.070697 = -427908.584725
  nChanged 8
		SP:Iteration 50Q (60017.770000 sec): 3 clusters
  Score: Raw -430587.260890 + Penalty 2674.070697 = -427913.190193
  nChanged 9
		SP:Iteration 51Q (60017.930000 sec): 3 clusters
  Score: Raw -430592.132312 + Penalty 2674.070697 = -427918.061615
  nChanged 13
		SP:Iteration 52Q (60018.170000 sec): 3 clusters
  Score: Raw -430599.297309 + Penalty 2674.070697 = -427925.226611
  nChanged 13
		SP:Iteration 53Q (60018.390000 sec): 3 clusters
  Score: Raw -430606.835867 + Penalty 2674.070697 = -427932.765170
  nChanged 10
		SP:Iteration 54Q (60018.540000 sec): 3 clusters
  Score: Raw -430612.881569 + Penalty 2674.070697 = -427938.810872
  nChanged 5
		SP:Iteration 55Q (60018.770000 sec): 3 clusters
  Score: Raw -430614.356283 + Penalty 2674.070697 = -427940.285586
  nChanged 3
		SP:Iteration 56Q (60018.970000 sec): 3 clusters
  Score: Raw -430615.108960 + Penalty 2674.070697 = -427941.038263
  nChanged 2
		SP:Iteration 57Q (60019.210000 sec): 3 clusters
  Score: Raw -430615.889322 + Penalty 2674.070697 = -427941.818624
  nChanged 3
		SP:Iteration 58Q (60019.410000 sec): 3 clusters
  Score: Raw -430617.301988 + Penalty 2674.070697 = -427943.231291
  nChanged 3
		SP:Iteration 59Q (60019.620000 sec): 3 clusters
  Score: Raw -430618.881067 + Penalty 2674.070697 = -427944.810370
  nChanged 4
		SP:Iteration 60F (60019.860000 sec): 3 clusters
  Score: Raw -430619.887253 + Penalty 2674.070697 = -427945.816556
  nChanged 1
		SP:Iteration 61Q (60020.040000 sec): 3 clusters
  Score: Raw -430620.128567 + Penalty 2674.070697 = -427946.057870
  nChanged 0
		SP:Iteration 62F (60020.210000 sec): 3 clusters
  Score: Raw -430620.128567 + Penalty 2674.070697 = -427946.057870
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 22 (9313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60020.390000 sec): 2 clusters
  Score: Raw -1120247.995400 + Penalty 1485.114565 = -1118762.880835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60020.670000 sec): 3 clusters
  Score: Raw -1115029.170326 + Penalty 2970.229130 = -1112058.941196
  nChanged 3938
		SP:Iteration 1F (60020.940000 sec): 3 clusters
  Score: Raw -1117121.733084 + Penalty 2970.229130 = -1114151.503954
  nChanged 658
		SP:Iteration 2F (60021.150000 sec): 3 clusters
  Score: Raw -1117549.365490 + Penalty 2970.229130 = -1114579.136361
  nChanged 727
		SP:Iteration 3F (60021.400000 sec): 3 clusters
  Score: Raw -1118112.603355 + Penalty 2970.229130 = -1115142.374225
  nChanged 734
		SP:Iteration 4F (60021.620000 sec): 3 clusters
  Score: Raw -1118698.049454 + Penalty 2970.229130 = -1115727.820324
  nChanged 665
		SP:Iteration 5F (60021.820000 sec): 3 clusters
  Score: Raw -1119156.921591 + Penalty 2970.229130 = -1116186.692462
  nChanged 505
		SP:Iteration 6F (60022.010000 sec): 3 clusters
  Score: Raw -1119458.264537 + Penalty 2970.229130 = -1116488.035408
  nChanged 379
		SP:Iteration 7Q (60022.270000 sec): 3 clusters
  Score: Raw -1119646.469238 + Penalty 2970.229130 = -1116676.240108
  nChanged 270
		SP:Iteration 8Q (60022.500000 sec): 3 clusters
  Score: Raw -1119764.756170 + Penalty 2970.229130 = -1116794.527040
  nChanged 189
		SP:Iteration 9Q (60022.720000 sec): 3 clusters
  Score: Raw -1119836.138997 + Penalty 2970.229130 = -1116865.909867
  nChanged 138
		SP:Iteration 10Q (60022.960000 sec): 3 clusters
  Score: Raw -1119894.172302 + Penalty 2970.229130 = -1116923.943172
  nChanged 130
		SP:Iteration 11Q (60023.180000 sec): 3 clusters
  Score: Raw -1119947.838138 + Penalty 2970.229130 = -1116977.609008
  nChanged 114
		SP:Iteration 12Q (60023.440000 sec): 3 clusters
  Score: Raw -1119982.601529 + Penalty 2970.229130 = -1117012.372400
  nChanged 82
		SP:Iteration 13Q (60023.680000 sec): 3 clusters
  Score: Raw -1120005.475976 + Penalty 2970.229130 = -1117035.246846
  nChanged 65
		SP:Iteration 14Q (60023.950000 sec): 3 clusters
  Score: Raw -1120028.626194 + Penalty 2970.229130 = -1117058.397064
  nChanged 75
		SP:Iteration 15Q (60024.170000 sec): 3 clusters
  Score: Raw -1120054.656035 + Penalty 2970.229130 = -1117084.426906
  nChanged 69
		SP:Iteration 16Q (60024.420000 sec): 3 clusters
  Score: Raw -1120074.332592 + Penalty 2970.229130 = -1117104.103463
  nChanged 63
		SP:Iteration 17Q (60024.650000 sec): 3 clusters
  Score: Raw -1120097.300744 + Penalty 2970.229130 = -1117127.071614
  nChanged 70
		SP:Iteration 18Q (60024.920000 sec): 3 clusters
  Score: Raw -1120121.844126 + Penalty 2970.229130 = -1117151.614996
  nChanged 69
		SP:Iteration 19Q (60025.140000 sec): 3 clusters
  Score: Raw -1120147.121821 + Penalty 2970.229130 = -1117176.892691
  nChanged 78
		SP:Iteration 20F (60025.390000 sec): 3 clusters
  Score: Raw -1120181.142437 + Penalty 2970.229130 = -1117210.913307
  nChanged 81
		SP:Iteration 21Q (60025.590000 sec): 3 clusters
  Score: Raw -1120209.891765 + Penalty 2970.229130 = -1117239.662636
  nChanged 65
		SP:Iteration 22Q (60025.840000 sec): 3 clusters
  Score: Raw -1120233.871864 + Penalty 2970.229130 = -1117263.642734
  nChanged 74
		SP:Iteration 23Q (60026.120000 sec): 3 clusters
  Score: Raw -1120262.310867 + Penalty 2970.229130 = -1117292.081737
  nChanged 59
		SP:Iteration 24Q (60026.400000 sec): 3 clusters
  Score: Raw -1120283.997741 + Penalty 2970.229130 = -1117313.768611
  nChanged 64
		SP:Iteration 25Q (60026.620000 sec): 3 clusters
  Score: Raw -1120303.707715 + Penalty 2970.229130 = -1117333.478585
  nChanged 51
		SP:Iteration 26Q (60026.950000 sec): 3 clusters
  Score: Raw -1120319.565168 + Penalty 2970.229130 = -1117349.336038
  nChanged 40
		SP:Iteration 27Q (60027.180000 sec): 3 clusters
  Score: Raw -1120335.554626 + Penalty 2970.229130 = -1117365.325497
  nChanged 34
		SP:Iteration 28Q (60027.410000 sec): 3 clusters
  Score: Raw -1120346.435936 + Penalty 2970.229130 = -1117376.206806
  nChanged 34
		SP:Iteration 29Q (60027.670000 sec): 3 clusters
  Score: Raw -1120355.717698 + Penalty 2970.229130 = -1117385.488569
  nChanged 23
		SP:Iteration 30Q (60027.880000 sec): 3 clusters
  Score: Raw -1120362.402579 + Penalty 2970.229130 = -1117392.173449
  nChanged 28
		SP:Iteration 31Q (60028.130000 sec): 3 clusters
  Score: Raw -1120370.947640 + Penalty 2970.229130 = -1117400.718511
  nChanged 29
		SP:Iteration 32Q (60028.340000 sec): 3 clusters
  Score: Raw -1120381.107972 + Penalty 2970.229130 = -1117410.878842
  nChanged 29
		SP:Iteration 33Q (60028.640000 sec): 3 clusters
  Score: Raw -1120387.812795 + Penalty 2970.229130 = -1117417.583666
  nChanged 21
		SP:Iteration 34Q (60028.860000 sec): 3 clusters
  Score: Raw -1120392.725753 + Penalty 2970.229130 = -1117422.496624
  nChanged 22
		SP:Iteration 35Q (60029.050000 sec): 3 clusters
  Score: Raw -1120398.579153 + Penalty 2970.229130 = -1117428.350023
  nChanged 20
		SP:Iteration 36Q (60029.270000 sec): 3 clusters
  Score: Raw -1120404.349655 + Penalty 2970.229130 = -1117434.120525
  nChanged 23
		SP:Iteration 37Q (60029.540000 sec): 3 clusters
  Score: Raw -1120410.604537 + Penalty 2970.229130 = -1117440.375407
  nChanged 22
		SP:Iteration 38Q (60029.710000 sec): 3 clusters
  Score: Raw -1120417.511659 + Penalty 2970.229130 = -1117447.282529
  nChanged 25
		SP:Iteration 39Q (60029.940000 sec): 3 clusters
  Score: Raw -1120426.282149 + Penalty 2970.229130 = -1117456.053019
  nChanged 25
		SP:Iteration 40F (60030.120000 sec): 3 clusters
  Score: Raw -1120434.118059 + Penalty 2970.229130 = -1117463.888929
  nChanged 19
		SP:Iteration 41Q (60030.360000 sec): 3 clusters
  Score: Raw -1120440.507806 + Penalty 2970.229130 = -1117470.278676
  nChanged 18
		SP:Iteration 42Q (60030.590000 sec): 3 clusters
  Score: Raw -1120445.462133 + Penalty 2970.229130 = -1117475.233004
  nChanged 15
		SP:Iteration 43Q (60030.760000 sec): 3 clusters
  Score: Raw -1120449.713910 + Penalty 2970.229130 = -1117479.484780
  nChanged 16
		SP:Iteration 44Q (60031.010000 sec): 3 clusters
  Score: Raw -1120454.561915 + Penalty 2970.229130 = -1117484.332785
  nChanged 12
		SP:Iteration 45Q (60031.240000 sec): 3 clusters
  Score: Raw -1120457.142467 + Penalty 2970.229130 = -1117486.913337
  nChanged 14
		SP:Iteration 46Q (60031.470000 sec): 3 clusters
  Score: Raw -1120461.164801 + Penalty 2970.229130 = -1117490.935671
  nChanged 13
		SP:Iteration 47Q (60031.700000 sec): 3 clusters
  Score: Raw -1120463.637099 + Penalty 2970.229130 = -1117493.407969
  nChanged 14
		SP:Iteration 48Q (60031.940000 sec): 3 clusters
  Score: Raw -1120466.499611 + Penalty 2970.229130 = -1117496.270481
  nChanged 9
		SP:Iteration 49Q (60032.140000 sec): 3 clusters
  Score: Raw -1120468.929523 + Penalty 2970.229130 = -1117498.700393
  nChanged 5
		SP:Iteration 50Q (60032.370000 sec): 3 clusters
  Score: Raw -1120469.928417 + Penalty 2970.229130 = -1117499.699288
  nChanged 4
		SP:Iteration 51Q (60032.600000 sec): 3 clusters
  Score: Raw -1120470.831583 + Penalty 2970.229130 = -1117500.602453
  nChanged 4
		SP:Iteration 52Q (60032.850000 sec): 3 clusters
  Score: Raw -1120471.763842 + Penalty 2970.229130 = -1117501.534713
  nChanged 7
		SP:Iteration 53Q (60033.090000 sec): 3 clusters
  Score: Raw -1120473.738555 + Penalty 2970.229130 = -1117503.509425
  nChanged 10
		SP:Iteration 54Q (60033.310000 sec): 3 clusters
  Score: Raw -1120476.981144 + Penalty 2970.229130 = -1117506.752014
  nChanged 11
		SP:Iteration 55Q (60033.540000 sec): 3 clusters
  Score: Raw -1120479.435850 + Penalty 2970.229130 = -1117509.206721
  nChanged 11
		SP:Iteration 56Q (60033.740000 sec): 3 clusters
  Score: Raw -1120482.650333 + Penalty 2970.229130 = -1117512.421203
  nChanged 11
		SP:Iteration 57Q (60033.940000 sec): 3 clusters
  Score: Raw -1120485.739840 + Penalty 2970.229130 = -1117515.510710
  nChanged 15
		SP:Iteration 58Q (60034.160000 sec): 3 clusters
  Score: Raw -1120490.880093 + Penalty 2970.229130 = -1117520.650963
  nChanged 17
		SP:Iteration 59Q (60034.400000 sec): 3 clusters
  Score: Raw -1120496.480867 + Penalty 2970.229130 = -1117526.251737
  nChanged 18
		SP:Iteration 60F (60034.640000 sec): 3 clusters
  Score: Raw -1120503.021084 + Penalty 2970.229130 = -1117532.791955
  nChanged 14
		SP:Iteration 61Q (60034.880000 sec): 3 clusters
  Score: Raw -1120507.608848 + Penalty 2970.229130 = -1117537.379718
  nChanged 14
		SP:Iteration 62Q (60035.100000 sec): 3 clusters
  Score: Raw -1120511.416616 + Penalty 2970.229130 = -1117541.187487
  nChanged 14
		SP:Iteration 63Q (60035.290000 sec): 3 clusters
  Score: Raw -1120515.563889 + Penalty 2970.229130 = -1117545.334759
  nChanged 11
		SP:Iteration 64Q (60035.500000 sec): 3 clusters
  Score: Raw -1120519.263252 + Penalty 2970.229130 = -1117549.034122
  nChanged 12
		SP:Iteration 65Q (60035.750000 sec): 3 clusters
  Score: Raw -1120521.801388 + Penalty 2970.229130 = -1117551.572259
  nChanged 8
		SP:Iteration 66Q (60036.010000 sec): 3 clusters
  Score: Raw -1120525.153312 + Penalty 2970.229130 = -1117554.924183
  nChanged 10
		SP:Iteration 67Q (60036.200000 sec): 3 clusters
  Score: Raw -1120527.837513 + Penalty 2970.229130 = -1117557.608384
  nChanged 8
		SP:Iteration 68Q (60036.420000 sec): 3 clusters
  Score: Raw -1120529.862452 + Penalty 2970.229130 = -1117559.633322
  nChanged 5
		SP:Iteration 69Q (60036.680000 sec): 3 clusters
  Score: Raw -1120530.805458 + Penalty 2970.229130 = -1117560.576328
  nChanged 7
		SP:Iteration 70Q (60036.940000 sec): 3 clusters
  Score: Raw -1120532.460994 + Penalty 2970.229130 = -1117562.231864
  nChanged 8
		SP:Iteration 71Q (60037.170000 sec): 3 clusters
  Score: Raw -1120534.984053 + Penalty 2970.229130 = -1117564.754923
  nChanged 8
		SP:Iteration 72Q (60037.390000 sec): 3 clusters
  Score: Raw -1120537.576481 + Penalty 2970.229130 = -1117567.347352
  nChanged 8
		SP:Iteration 73Q (60037.630000 sec): 3 clusters
  Score: Raw -1120540.216361 + Penalty 2970.229130 = -1117569.987232
  nChanged 12
		SP:Iteration 74Q (60037.860000 sec): 3 clusters
  Score: Raw -1120544.502011 + Penalty 2970.229130 = -1117574.272881
  nChanged 8
		SP:Iteration 75Q (60038.090000 sec): 3 clusters
  Score: Raw -1120546.479072 + Penalty 2970.229130 = -1117576.249942
  nChanged 5
		SP:Iteration 76Q (60038.330000 sec): 3 clusters
  Score: Raw -1120548.191576 + Penalty 2970.229130 = -1117577.962447
  nChanged 4
		SP:Iteration 77Q (60038.530000 sec): 3 clusters
  Score: Raw -1120549.446103 + Penalty 2970.229130 = -1117579.216974
  nChanged 4
		SP:Iteration 78Q (60038.760000 sec): 3 clusters
  Score: Raw -1120550.279033 + Penalty 2970.229130 = -1117580.049903
  nChanged 2
		SP:Iteration 79Q (60038.930000 sec): 3 clusters
  Score: Raw -1120550.836482 + Penalty 2970.229130 = -1117580.607352
  nChanged 0
		SP:Iteration 80F (60039.170000 sec): 3 clusters
  Score: Raw -1120550.836482 + Penalty 2970.229130 = -1117580.607352
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 23 (10366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60039.310000 sec): 2 clusters
  Score: Raw -1251360.433022 + Penalty 1502.521556 = -1249857.911466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60039.560000 sec): 3 clusters
  Score: Raw -1245476.952196 + Penalty 3005.043112 = -1242471.909084
  nChanged 4561
		SP:Iteration 1F (60039.820000 sec): 3 clusters
  Score: Raw -1247990.447557 + Penalty 3005.043112 = -1244985.404445
  nChanged 653
		SP:Iteration 2F (60040.050000 sec): 3 clusters
  Score: Raw -1248266.224599 + Penalty 3005.043112 = -1245261.181487
  nChanged 528
		SP:Iteration 3F (60040.270000 sec): 3 clusters
  Score: Raw -1248516.043067 + Penalty 3005.043112 = -1245510.999955
  nChanged 463
		SP:Iteration 4Q (60040.570000 sec): 3 clusters
  Score: Raw -1248725.894166 + Penalty 3005.043112 = -1245720.851054
  nChanged 422
		SP:Iteration 5Q (60040.890000 sec): 3 clusters
  Score: Raw -1248909.618888 + Penalty 3005.043112 = -1245904.575776
  nChanged 391
		SP:Iteration 6Q (60041.130000 sec): 3 clusters
  Score: Raw -1249057.901884 + Penalty 3005.043112 = -1246052.858772
  nChanged 354
		SP:Iteration 7Q (60041.430000 sec): 3 clusters
  Score: Raw -1249203.889124 + Penalty 3005.043112 = -1246198.846012
  nChanged 349
		SP:Iteration 8Q (60041.650000 sec): 3 clusters
  Score: Raw -1249347.342909 + Penalty 3005.043112 = -1246342.299797
  nChanged 332
		SP:Iteration 9Q (60041.870000 sec): 3 clusters
  Score: Raw -1249506.263663 + Penalty 3005.043112 = -1246501.220551
  nChanged 352
		SP:Iteration 10Q (60042.100000 sec): 3 clusters
  Score: Raw -1249663.510381 + Penalty 3005.043112 = -1246658.467268
  nChanged 343
		SP:Iteration 11Q (60042.330000 sec): 3 clusters
  Score: Raw -1249808.867217 + Penalty 3005.043112 = -1246803.824105
  nChanged 285
		SP:Iteration 12Q (60042.630000 sec): 3 clusters
  Score: Raw -1249929.006879 + Penalty 3005.043112 = -1246923.963767
  nChanged 248
		SP:Iteration 13Q (60042.860000 sec): 3 clusters
  Score: Raw -1250036.743446 + Penalty 3005.043112 = -1247031.700334
  nChanged 231
		SP:Iteration 14Q (60043.110000 sec): 3 clusters
  Score: Raw -1250134.204636 + Penalty 3005.043112 = -1247129.161524
  nChanged 215
		SP:Iteration 15Q (60043.320000 sec): 3 clusters
  Score: Raw -1250224.897873 + Penalty 3005.043112 = -1247219.854761
  nChanged 229
		SP:Iteration 16Q (60043.600000 sec): 3 clusters
  Score: Raw -1250325.450613 + Penalty 3005.043112 = -1247320.407500
  nChanged 228
		SP:Iteration 17Q (60043.850000 sec): 3 clusters
  Score: Raw -1250410.234338 + Penalty 3005.043112 = -1247405.191226
  nChanged 210
		SP:Iteration 18Q (60044.080000 sec): 3 clusters
  Score: Raw -1250482.585846 + Penalty 3005.043112 = -1247477.542734
  nChanged 225
		SP:Iteration 19Q (60044.340000 sec): 3 clusters
  Score: Raw -1250563.472247 + Penalty 3005.043112 = -1247558.429134
  nChanged 207
		SP:Iteration 20F (60044.570000 sec): 3 clusters
  Score: Raw -1250643.529822 + Penalty 3005.043112 = -1247638.486710
  nChanged 227
		SP:Iteration 21Q (60044.810000 sec): 3 clusters
  Score: Raw -1250734.328882 + Penalty 3005.043112 = -1247729.285770
  nChanged 236
		SP:Iteration 22Q (60045.060000 sec): 3 clusters
  Score: Raw -1250837.526273 + Penalty 3005.043112 = -1247832.483161
  nChanged 248
		SP:Iteration 23Q (60045.310000 sec): 3 clusters
  Score: Raw -1250949.055600 + Penalty 3005.043112 = -1247944.012487
  nChanged 252
		SP:Iteration 24Q (60045.550000 sec): 3 clusters
  Score: Raw -1251058.552133 + Penalty 3005.043112 = -1248053.509021
  nChanged 231
		SP:Iteration 25Q (60045.780000 sec): 3 clusters
  Score: Raw -1251150.073852 + Penalty 3005.043112 = -1248145.030740
  nChanged 218
		SP:Iteration 26Q (60046.000000 sec): 3 clusters
  Score: Raw -1251245.514581 + Penalty 3005.043112 = -1248240.471469
  nChanged 224
		SP:Iteration 27Q (60046.250000 sec): 3 clusters
  Score: Raw -1251357.780080 + Penalty 3005.043112 = -1248352.736968
  nChanged 214
		SP:Iteration 28Q (60046.460000 sec): 3 clusters
  Score: Raw -1251464.982298 + Penalty 3005.043112 = -1248459.939186
  nChanged 209
		SP:Iteration 29Q (60046.690000 sec): 3 clusters
  Score: Raw -1251585.510777 + Penalty 3005.043112 = -1248580.467665
  nChanged 210
		SP:Iteration 30Q (60046.940000 sec): 3 clusters
  Score: Raw -1251710.590677 + Penalty 3005.043112 = -1248705.547565
  nChanged 188
		SP:Iteration 31Q (60047.110000 sec): 3 clusters
  Score: Raw -1251821.727713 + Penalty 3005.043112 = -1248816.684601
  nChanged 187
		SP:Iteration 32Q (60047.380000 sec): 3 clusters
  Score: Raw -1251942.219056 + Penalty 3005.043112 = -1248937.175944
  nChanged 176
		SP:Iteration 33Q (60047.570000 sec): 3 clusters
  Score: Raw -1252040.255003 + Penalty 3005.043112 = -1249035.211890
  nChanged 155
		SP:Iteration 34Q (60047.790000 sec): 3 clusters
  Score: Raw -1252103.926324 + Penalty 3005.043112 = -1249098.883212
  nChanged 102
		SP:Iteration 35Q (60047.990000 sec): 3 clusters
  Score: Raw -1252136.218970 + Penalty 3005.043112 = -1249131.175858
  nChanged 68
		SP:Iteration 36Q (60048.240000 sec): 3 clusters
  Score: Raw -1252156.410888 + Penalty 3005.043112 = -1249151.367776
  nChanged 64
		SP:Iteration 37Q (60048.400000 sec): 3 clusters
  Score: Raw -1252175.363803 + Penalty 3005.043112 = -1249170.320691
  nChanged 47
		SP:Iteration 38Q (60048.630000 sec): 3 clusters
  Score: Raw -1252184.793939 + Penalty 3005.043112 = -1249179.750827
  nChanged 37
		SP:Iteration 39Q (60048.810000 sec): 3 clusters
  Score: Raw -1252192.087897 + Penalty 3005.043112 = -1249187.044784
  nChanged 23
		SP:Iteration 40F (60049.100000 sec): 3 clusters
  Score: Raw -1252195.108915 + Penalty 3005.043112 = -1249190.065803
  nChanged 18
		SP:Iteration 41Q (60049.350000 sec): 3 clusters
  Score: Raw -1252197.277746 + Penalty 3005.043112 = -1249192.234634
  nChanged 10
		SP:Iteration 42Q (60049.640000 sec): 3 clusters
  Score: Raw -1252199.086293 + Penalty 3005.043112 = -1249194.043181
  nChanged 8
		SP:Iteration 43Q (60049.870000 sec): 3 clusters
  Score: Raw -1252200.146547 + Penalty 3005.043112 = -1249195.103435
  nChanged 8
		SP:Iteration 44Q (60050.110000 sec): 3 clusters
  Score: Raw -1252200.894123 + Penalty 3005.043112 = -1249195.851010
  nChanged 5
		SP:Iteration 45Q (60050.330000 sec): 3 clusters
  Score: Raw -1252201.482603 + Penalty 3005.043112 = -1249196.439491
  nChanged 5
		SP:Iteration 46Q (60050.630000 sec): 3 clusters
  Score: Raw -1252201.870968 + Penalty 3005.043112 = -1249196.827856
  nChanged 6
		SP:Iteration 47Q (60050.850000 sec): 3 clusters
  Score: Raw -1252202.268397 + Penalty 3005.043112 = -1249197.225285
  nChanged 1
		SP:Iteration 48Q (60051.050000 sec): 3 clusters
  Score: Raw -1252202.326702 + Penalty 3005.043112 = -1249197.283590
  nChanged 1
		SP:Iteration 49Q (60051.240000 sec): 3 clusters
  Score: Raw -1252202.478219 + Penalty 3005.043112 = -1249197.435107
  nChanged 1
		SP:Iteration 50Q (60051.440000 sec): 3 clusters
  Score: Raw -1252202.551585 + Penalty 3005.043112 = -1249197.508473
  nChanged 1
		SP:Iteration 51Q (60051.650000 sec): 3 clusters
  Score: Raw -1252202.701546 + Penalty 3005.043112 = -1249197.658434
  nChanged 2
		SP:Iteration 52Q (60051.900000 sec): 3 clusters
  Score: Raw -1252202.929628 + Penalty 3005.043112 = -1249197.886516
  nChanged 2
		SP:Iteration 53Q (60052.090000 sec): 3 clusters
  Score: Raw -1252203.184691 + Penalty 3005.043112 = -1249198.141579
  nChanged 3
		SP:Iteration 54Q (60052.280000 sec): 3 clusters
  Score: Raw -1252203.570531 + Penalty 3005.043112 = -1249198.527418
  nChanged 4
		SP:Iteration 55Q (60052.510000 sec): 3 clusters
  Score: Raw -1252204.050324 + Penalty 3005.043112 = -1249199.007211
  nChanged 2
		SP:Iteration 56Q (60052.750000 sec): 3 clusters
  Score: Raw -1252204.197734 + Penalty 3005.043112 = -1249199.154622
  nChanged 0
		SP:Iteration 57F (60052.950000 sec): 3 clusters
  Score: Raw -1252204.197734 + Penalty 3005.043112 = -1249199.154622
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 24 (21618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60053.130000 sec): 2 clusters
  Score: Raw -2540832.513812 + Penalty 1621.958257 = -2539210.555556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60053.430000 sec): 3 clusters
  Score: Raw -2527808.666747 + Penalty 3243.916513 = -2524564.750234
  nChanged 9898
		SP:Iteration 1F (60053.750000 sec): 3 clusters
  Score: Raw -2533509.323152 + Penalty 3243.916513 = -2530265.406639
  nChanged 1362
		SP:Iteration 2F (60054.060000 sec): 3 clusters
  Score: Raw -2534310.565409 + Penalty 3243.916513 = -2531066.648895
  nChanged 1491
		SP:Iteration 3F (60054.340000 sec): 3 clusters
  Score: Raw -2535266.174050 + Penalty 3243.916513 = -2532022.257537
  nChanged 1648
		SP:Iteration 4F (60054.620000 sec): 3 clusters
  Score: Raw -2536348.274200 + Penalty 3243.916513 = -2533104.357686
  nChanged 1561
		SP:Iteration 5F (60054.950000 sec): 3 clusters
  Score: Raw -2537454.018822 + Penalty 3243.916513 = -2534210.102309
  nChanged 1359
		SP:Iteration 6F (60055.220000 sec): 3 clusters
  Score: Raw -2538517.952207 + Penalty 3243.916513 = -2535274.035693
  nChanged 1120
		SP:Iteration 7F (60055.580000 sec): 3 clusters
  Score: Raw -2539388.721949 + Penalty 3243.916513 = -2536144.805435
  nChanged 759
		SP:Iteration 8Q (60055.830000 sec): 3 clusters
  Score: Raw -2539909.585045 + Penalty 3243.916513 = -2536665.668531
  nChanged 518
		SP:Iteration 9Q (60056.160000 sec): 3 clusters
  Score: Raw -2540210.690452 + Penalty 3243.916513 = -2536966.773938
  nChanged 358
		SP:Iteration 10Q (60056.500000 sec): 3 clusters
  Score: Raw -2540368.108213 + Penalty 3243.916513 = -2537124.191699
  nChanged 308
		SP:Iteration 11Q (60056.770000 sec): 3 clusters
  Score: Raw -2540491.105257 + Penalty 3243.916513 = -2537247.188744
  nChanged 297
		SP:Iteration 12Q (60057.020000 sec): 3 clusters
  Score: Raw -2540595.027409 + Penalty 3243.916513 = -2537351.110896
  nChanged 245
		SP:Iteration 13Q (60057.350000 sec): 3 clusters
  Score: Raw -2540672.940181 + Penalty 3243.916513 = -2537429.023667
  nChanged 233
		SP:Iteration 14Q (60057.650000 sec): 3 clusters
  Score: Raw -2540743.869297 + Penalty 3243.916513 = -2537499.952784
  nChanged 218
		SP:Iteration 15Q (60057.950000 sec): 3 clusters
  Score: Raw -2540811.612411 + Penalty 3243.916513 = -2537567.695897
  nChanged 203
		SP:Iteration 16Q (60058.190000 sec): 3 clusters
  Score: Raw -2540872.587089 + Penalty 3243.916513 = -2537628.670576
  nChanged 187
		SP:Iteration 17Q (60058.480000 sec): 3 clusters
  Score: Raw -2540923.336895 + Penalty 3243.916513 = -2537679.420382
  nChanged 159
		SP:Iteration 18Q (60058.770000 sec): 3 clusters
  Score: Raw -2540964.202697 + Penalty 3243.916513 = -2537720.286183
  nChanged 157
		SP:Iteration 19Q (60059.060000 sec): 3 clusters
  Score: Raw -2541009.827017 + Penalty 3243.916513 = -2537765.910503
  nChanged 142
		SP:Iteration 20F (60059.350000 sec): 3 clusters
  Score: Raw -2541046.795923 + Penalty 3243.916513 = -2537802.879410
  nChanged 122
		SP:Iteration 21Q (60059.650000 sec): 3 clusters
  Score: Raw -2541073.867403 + Penalty 3243.916513 = -2537829.950890
  nChanged 97
		SP:Iteration 22Q (60059.930000 sec): 3 clusters
  Score: Raw -2541095.391987 + Penalty 3243.916513 = -2537851.475474
  nChanged 91
		SP:Iteration 23Q (60060.230000 sec): 3 clusters
  Score: Raw -2541114.443310 + Penalty 3243.916513 = -2537870.526797
  nChanged 89
		SP:Iteration 24Q (60060.480000 sec): 3 clusters
  Score: Raw -2541132.839796 + Penalty 3243.916513 = -2537888.923283
  nChanged 87
		SP:Iteration 25Q (60060.820000 sec): 3 clusters
  Score: Raw -2541151.243068 + Penalty 3243.916513 = -2537907.326554
  nChanged 72
		SP:Iteration 26Q (60061.070000 sec): 3 clusters
  Score: Raw -2541166.006316 + Penalty 3243.916513 = -2537922.089802
  nChanged 67
		SP:Iteration 27Q (60061.360000 sec): 3 clusters
  Score: Raw -2541179.198347 + Penalty 3243.916513 = -2537935.281834
  nChanged 59
		SP:Iteration 28Q (60061.580000 sec): 3 clusters
  Score: Raw -2541192.663554 + Penalty 3243.916513 = -2537948.747040
  nChanged 62
		SP:Iteration 29Q (60061.840000 sec): 3 clusters
  Score: Raw -2541208.905745 + Penalty 3243.916513 = -2537964.989232
  nChanged 87
		SP:Iteration 30Q (60062.130000 sec): 3 clusters
  Score: Raw -2541236.609849 + Penalty 3243.916513 = -2537992.693335
  nChanged 73
		SP:Iteration 31Q (60062.420000 sec): 3 clusters
  Score: Raw -2541258.441040 + Penalty 3243.916513 = -2538014.524527
  nChanged 70
		SP:Iteration 32Q (60062.700000 sec): 3 clusters
  Score: Raw -2541279.333487 + Penalty 3243.916513 = -2538035.416973
  nChanged 58
		SP:Iteration 33Q (60062.950000 sec): 3 clusters
  Score: Raw -2541292.734984 + Penalty 3243.916513 = -2538048.818471
  nChanged 52
		SP:Iteration 34Q (60063.220000 sec): 3 clusters
  Score: Raw -2541305.423595 + Penalty 3243.916513 = -2538061.507082
  nChanged 37
		SP:Iteration 35Q (60063.510000 sec): 3 clusters
  Score: Raw -2541314.373420 + Penalty 3243.916513 = -2538070.456906
  nChanged 31
		SP:Iteration 36Q (60063.770000 sec): 3 clusters
  Score: Raw -2541322.329836 + Penalty 3243.916513 = -2538078.413322
  nChanged 39
		SP:Iteration 37Q (60064.020000 sec): 3 clusters
  Score: Raw -2541333.825064 + Penalty 3243.916513 = -2538089.908551
  nChanged 44
		SP:Iteration 38Q (60064.330000 sec): 3 clusters
  Score: Raw -2541347.108629 + Penalty 3243.916513 = -2538103.192116
  nChanged 50
		SP:Iteration 39Q (60064.580000 sec): 3 clusters
  Score: Raw -2541362.247010 + Penalty 3243.916513 = -2538118.330497
  nChanged 44
		SP:Iteration 40F (60064.870000 sec): 3 clusters
  Score: Raw -2541376.740372 + Penalty 3243.916513 = -2538132.823858
  nChanged 51
		SP:Iteration 41Q (60065.190000 sec): 3 clusters
  Score: Raw -2541391.059988 + Penalty 3243.916513 = -2538147.143474
  nChanged 51
		SP:Iteration 42Q (60065.420000 sec): 3 clusters
  Score: Raw -2541403.038515 + Penalty 3243.916513 = -2538159.122002
  nChanged 42
		SP:Iteration 43Q (60065.710000 sec): 3 clusters
  Score: Raw -2541414.681682 + Penalty 3243.916513 = -2538170.765168
  nChanged 35
		SP:Iteration 44Q (60065.930000 sec): 3 clusters
  Score: Raw -2541423.343427 + Penalty 3243.916513 = -2538179.426914
  nChanged 34
		SP:Iteration 45Q (60066.160000 sec): 3 clusters
  Score: Raw -2541434.909165 + Penalty 3243.916513 = -2538190.992651
  nChanged 37
		SP:Iteration 46Q (60066.490000 sec): 3 clusters
  Score: Raw -2541444.526639 + Penalty 3243.916513 = -2538200.610125
  nChanged 23
		SP:Iteration 47Q (60066.730000 sec): 3 clusters
  Score: Raw -2541449.804247 + Penalty 3243.916513 = -2538205.887733
  nChanged 30
		SP:Iteration 48Q (60067.030000 sec): 3 clusters
  Score: Raw -2541455.839220 + Penalty 3243.916513 = -2538211.922707
  nChanged 25
		SP:Iteration 49Q (60067.230000 sec): 3 clusters
  Score: Raw -2541462.100630 + Penalty 3243.916513 = -2538218.184117
  nChanged 20
		SP:Iteration 50Q (60067.470000 sec): 3 clusters
  Score: Raw -2541466.520404 + Penalty 3243.916513 = -2538222.603890
  nChanged 16
		SP:Iteration 51Q (60067.780000 sec): 3 clusters
  Score: Raw -2541469.800260 + Penalty 3243.916513 = -2538225.883747
  nChanged 18
		SP:Iteration 52Q (60068.020000 sec): 3 clusters
  Score: Raw -2541473.228685 + Penalty 3243.916513 = -2538229.312172
  nChanged 12
		SP:Iteration 53Q (60068.280000 sec): 3 clusters
  Score: Raw -2541475.774657 + Penalty 3243.916513 = -2538231.858144
  nChanged 11
		SP:Iteration 54Q (60068.590000 sec): 3 clusters
  Score: Raw -2541478.142852 + Penalty 3243.916513 = -2538234.226339
  nChanged 14
		SP:Iteration 55Q (60068.910000 sec): 3 clusters
  Score: Raw -2541480.276377 + Penalty 3243.916513 = -2538236.359863
  nChanged 10
		SP:Iteration 56Q (60069.220000 sec): 3 clusters
  Score: Raw -2541482.543502 + Penalty 3243.916513 = -2538238.626988
  nChanged 11
		SP:Iteration 57Q (60069.480000 sec): 3 clusters
  Score: Raw -2541484.483347 + Penalty 3243.916513 = -2538240.566834
  nChanged 8
		SP:Iteration 58Q (60069.740000 sec): 3 clusters
  Score: Raw -2541485.996457 + Penalty 3243.916513 = -2538242.079944
  nChanged 9
		SP:Iteration 59Q (60070.060000 sec): 3 clusters
  Score: Raw -2541487.269272 + Penalty 3243.916513 = -2538243.352758
  nChanged 6
		SP:Iteration 60F (60070.380000 sec): 3 clusters
  Score: Raw -2541488.291132 + Penalty 3243.916513 = -2538244.374618
  nChanged 6
		SP:Iteration 61Q (60070.630000 sec): 3 clusters
  Score: Raw -2541489.865964 + Penalty 3243.916513 = -2538245.949451
  nChanged 12
		SP:Iteration 62Q (60070.870000 sec): 3 clusters
  Score: Raw -2541491.840517 + Penalty 3243.916513 = -2538247.924004
  nChanged 7
		SP:Iteration 63Q (60071.160000 sec): 3 clusters
  Score: Raw -2541493.015866 + Penalty 3243.916513 = -2538249.099352
  nChanged 7
		SP:Iteration 64Q (60071.460000 sec): 3 clusters
  Score: Raw -2541493.842797 + Penalty 3243.916513 = -2538249.926284
  nChanged 3
		SP:Iteration 65Q (60071.720000 sec): 3 clusters
  Score: Raw -2541494.328854 + Penalty 3243.916513 = -2538250.412340
  nChanged 2
		SP:Iteration 66Q (60071.940000 sec): 3 clusters
  Score: Raw -2541494.563047 + Penalty 3243.916513 = -2538250.646534
  nChanged 3
		SP:Iteration 67Q (60072.210000 sec): 3 clusters
  Score: Raw -2541495.661162 + Penalty 3243.916513 = -2538251.744648
  nChanged 5
		SP:Iteration 68Q (60072.500000 sec): 3 clusters
  Score: Raw -2541496.873627 + Penalty 3243.916513 = -2538252.957113
  nChanged 4
		SP:Iteration 69Q (60072.780000 sec): 3 clusters
  Score: Raw -2541497.517705 + Penalty 3243.916513 = -2538253.601191
  nChanged 4
		SP:Iteration 70Q (60073.090000 sec): 3 clusters
  Score: Raw -2541498.433819 + Penalty 3243.916513 = -2538254.517306
  nChanged 5
		SP:Iteration 71Q (60073.390000 sec): 3 clusters
  Score: Raw -2541499.246515 + Penalty 3243.916513 = -2538255.330002
  nChanged 2
		SP:Iteration 72Q (60073.640000 sec): 3 clusters
  Score: Raw -2541499.630850 + Penalty 3243.916513 = -2538255.714337
  nChanged 0
		SP:Iteration 73F (60073.930000 sec): 3 clusters
  Score: Raw -2541499.630850 + Penalty 3243.916513 = -2538255.714337
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 25 (6633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60074.060000 sec): 2 clusters
  Score: Raw -800449.316793 + Penalty 1429.969526 = -799019.347266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60074.240000 sec): 3 clusters
  Score: Raw -796916.580591 + Penalty 2859.939053 = -794056.641538
  nChanged 2737
		SP:Iteration 1F (60074.480000 sec): 3 clusters
  Score: Raw -798417.960496 + Penalty 2859.939053 = -795558.021444
  nChanged 448
		SP:Iteration 2F (60074.670000 sec): 3 clusters
  Score: Raw -798678.073346 + Penalty 2859.939053 = -795818.134293
  nChanged 401
		SP:Iteration 3F (60074.870000 sec): 3 clusters
  Score: Raw -798928.911647 + Penalty 2859.939053 = -796068.972594
  nChanged 368
		SP:Iteration 4F (60075.080000 sec): 3 clusters
  Score: Raw -799157.907359 + Penalty 2859.939053 = -796297.968307
  nChanged 332
		SP:Iteration 5F (60075.300000 sec): 3 clusters
  Score: Raw -799364.736784 + Penalty 2859.939053 = -796504.797732
  nChanged 317
		SP:Iteration 6Q (60075.500000 sec): 3 clusters
  Score: Raw -799576.971574 + Penalty 2859.939053 = -796717.032521
  nChanged 264
		SP:Iteration 7Q (60075.780000 sec): 3 clusters
  Score: Raw -799738.117346 + Penalty 2859.939053 = -796878.178294
  nChanged 221
		SP:Iteration 8Q (60075.950000 sec): 3 clusters
  Score: Raw -799875.662254 + Penalty 2859.939053 = -797015.723201
  nChanged 204
		SP:Iteration 9Q (60076.120000 sec): 3 clusters
  Score: Raw -799993.511359 + Penalty 2859.939053 = -797133.572306
  nChanged 185
		SP:Iteration 10Q (60076.330000 sec): 3 clusters
  Score: Raw -800086.480778 + Penalty 2859.939053 = -797226.541725
  nChanged 158
		SP:Iteration 11Q (60076.560000 sec): 3 clusters
  Score: Raw -800160.039060 + Penalty 2859.939053 = -797300.100007
  nChanged 146
		SP:Iteration 12Q (60076.780000 sec): 3 clusters
  Score: Raw -800229.382905 + Penalty 2859.939053 = -797369.443853
  nChanged 120
		SP:Iteration 13Q (60077.010000 sec): 3 clusters
  Score: Raw -800285.610327 + Penalty 2859.939053 = -797425.671274
  nChanged 114
		SP:Iteration 14Q (60077.170000 sec): 3 clusters
  Score: Raw -800339.364364 + Penalty 2859.939053 = -797479.425311
  nChanged 94
		SP:Iteration 15Q (60077.450000 sec): 3 clusters
  Score: Raw -800389.958331 + Penalty 2859.939053 = -797530.019278
  nChanged 94
		SP:Iteration 16Q (60077.650000 sec): 3 clusters
  Score: Raw -800441.729040 + Penalty 2859.939053 = -797581.789987
  nChanged 102
		SP:Iteration 17Q (60077.840000 sec): 3 clusters
  Score: Raw -800497.057503 + Penalty 2859.939053 = -797637.118451
  nChanged 94
		SP:Iteration 18Q (60078.040000 sec): 3 clusters
  Score: Raw -800549.623206 + Penalty 2859.939053 = -797689.684153
  nChanged 73
		SP:Iteration 19Q (60078.250000 sec): 3 clusters
  Score: Raw -800584.303166 + Penalty 2859.939053 = -797724.364113
  nChanged 63
		SP:Iteration 20F (60078.480000 sec): 3 clusters
  Score: Raw -800614.104076 + Penalty 2859.939053 = -797754.165024
  nChanged 58
		SP:Iteration 21Q (60078.670000 sec): 3 clusters
  Score: Raw -800641.032467 + Penalty 2859.939053 = -797781.093414
  nChanged 42
		SP:Iteration 22Q (60078.870000 sec): 3 clusters
  Score: Raw -800658.755889 + Penalty 2859.939053 = -797798.816837
  nChanged 40
		SP:Iteration 23Q (60079.080000 sec): 3 clusters
  Score: Raw -800675.748619 + Penalty 2859.939053 = -797815.809566
  nChanged 28
		SP:Iteration 24Q (60079.300000 sec): 3 clusters
  Score: Raw -800685.325288 + Penalty 2859.939053 = -797825.386235
  nChanged 20
		SP:Iteration 25Q (60079.500000 sec): 3 clusters
  Score: Raw -800692.298538 + Penalty 2859.939053 = -797832.359486
  nChanged 15
		SP:Iteration 26Q (60079.740000 sec): 3 clusters
  Score: Raw -800697.786589 + Penalty 2859.939053 = -797837.847537
  nChanged 12
		SP:Iteration 27Q (60079.950000 sec): 3 clusters
  Score: Raw -800703.791019 + Penalty 2859.939053 = -797843.851966
  nChanged 17
		SP:Iteration 28Q (60080.210000 sec): 3 clusters
  Score: Raw -800709.428745 + Penalty 2859.939053 = -797849.489693
  nChanged 15
		SP:Iteration 29Q (60080.440000 sec): 3 clusters
  Score: Raw -800715.360127 + Penalty 2859.939053 = -797855.421074
  nChanged 16
		SP:Iteration 30Q (60080.620000 sec): 3 clusters
  Score: Raw -800721.848626 + Penalty 2859.939053 = -797861.909573
  nChanged 15
		SP:Iteration 31Q (60080.880000 sec): 3 clusters
  Score: Raw -800726.883758 + Penalty 2859.939053 = -797866.944705
  nChanged 10
		SP:Iteration 32Q (60081.060000 sec): 3 clusters
  Score: Raw -800730.581649 + Penalty 2859.939053 = -797870.642596
  nChanged 10
		SP:Iteration 33Q (60081.260000 sec): 3 clusters
  Score: Raw -800735.823191 + Penalty 2859.939053 = -797875.884138
  nChanged 11
		SP:Iteration 34Q (60081.430000 sec): 3 clusters
  Score: Raw -800740.479956 + Penalty 2859.939053 = -797880.540904
  nChanged 12
		SP:Iteration 35Q (60081.670000 sec): 3 clusters
  Score: Raw -800745.849384 + Penalty 2859.939053 = -797885.910331
  nChanged 13
		SP:Iteration 36Q (60081.870000 sec): 3 clusters
  Score: Raw -800751.779902 + Penalty 2859.939053 = -797891.840849
  nChanged 8
		SP:Iteration 37Q (60082.120000 sec): 3 clusters
  Score: Raw -800754.786789 + Penalty 2859.939053 = -797894.847737
  nChanged 6
		SP:Iteration 38Q (60082.330000 sec): 3 clusters
  Score: Raw -800757.275940 + Penalty 2859.939053 = -797897.336887
  nChanged 3
		SP:Iteration 39Q (60082.520000 sec): 3 clusters
  Score: Raw -800758.158953 + Penalty 2859.939053 = -797898.219900
  nChanged 4
		SP:Iteration 40F (60082.750000 sec): 3 clusters
  Score: Raw -800760.032271 + Penalty 2859.939053 = -797900.093218
  nChanged 5
		SP:Iteration 41Q (60083.020000 sec): 3 clusters
  Score: Raw -800762.141603 + Penalty 2859.939053 = -797902.202550
  nChanged 3
		SP:Iteration 42Q (60083.240000 sec): 3 clusters
  Score: Raw -800762.899438 + Penalty 2859.939053 = -797902.960386
  nChanged 4
		SP:Iteration 43Q (60083.540000 sec): 3 clusters
  Score: Raw -800764.906042 + Penalty 2859.939053 = -797904.966989
  nChanged 7
		SP:Iteration 44Q (60083.790000 sec): 3 clusters
  Score: Raw -800766.950719 + Penalty 2859.939053 = -797907.011667
  nChanged 5
		SP:Iteration 45Q (60084.020000 sec): 3 clusters
  Score: Raw -800768.339074 + Penalty 2859.939053 = -797908.400022
  nChanged 3
		SP:Iteration 46Q (60084.280000 sec): 3 clusters
  Score: Raw -800769.160400 + Penalty 2859.939053 = -797909.221347
  nChanged 1
		SP:Iteration 47Q (60084.520000 sec): 3 clusters
  Score: Raw -800769.709945 + Penalty 2859.939053 = -797909.770892
  nChanged 1
		SP:Iteration 48Q (60084.790000 sec): 3 clusters
  Score: Raw -800769.941243 + Penalty 2859.939053 = -797910.002191
  nChanged 0
		SP:Iteration 49F (60084.990000 sec): 3 clusters
  Score: Raw -800769.941243 + Penalty 2859.939053 = -797910.002191
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 26 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60085.140000 sec): 2 clusters
  Score: Raw -62493.754655 + Penalty 1022.379985 = -61471.374670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60085.280000 sec): 3 clusters
  Score: Raw -62379.714391 + Penalty 2044.759970 = -60334.954420
  nChanged 141
		SP:Iteration 1F (60085.510000 sec): 3 clusters
  Score: Raw -62577.798996 + Penalty 2044.759970 = -60533.039026
  nChanged 41
		SP:Iteration 2F (60085.680000 sec): 3 clusters
  Score: Raw -62644.874499 + Penalty 2044.759970 = -60600.114529
  nChanged 20
		SP:Iteration 3Q (60085.860000 sec): 3 clusters
  Score: Raw -62679.687927 + Penalty 2044.759970 = -60634.927956
  nChanged 9
		SP:Iteration 4Q (60086.010000 sec): 3 clusters
  Score: Raw -62708.110255 + Penalty 2044.759970 = -60663.350285
  nChanged 11
		SP:Iteration 5Q (60086.170000 sec): 3 clusters
  Score: Raw -62740.142962 + Penalty 2044.759970 = -60695.382992
  nChanged 10
		SP:Iteration 6Q (60086.360000 sec): 3 clusters
  Score: Raw -62754.860516 + Penalty 2044.759970 = -60710.100546
  nChanged 7
		SP:Iteration 7Q (60086.550000 sec): 3 clusters
  Score: Raw -62763.736802 + Penalty 2044.759970 = -60718.976831
  nChanged 7
		SP:Iteration 8Q (60086.710000 sec): 3 clusters
  Score: Raw -62774.896698 + Penalty 2044.759970 = -60730.136728
  nChanged 7
		SP:Iteration 9Q (60086.920000 sec): 3 clusters
  Score: Raw -62790.799923 + Penalty 2044.759970 = -60746.039953
  nChanged 9
		SP:Iteration 10Q (60087.080000 sec): 3 clusters
  Score: Raw -62806.057793 + Penalty 2044.759970 = -60761.297823
  nChanged 5
		SP:Iteration 11Q (60087.280000 sec): 3 clusters
  Score: Raw -62814.287695 + Penalty 2044.759970 = -60769.527725
  nChanged 3
		SP:Iteration 12Q (60087.450000 sec): 3 clusters
  Score: Raw -62820.272559 + Penalty 2044.759970 = -60775.512589
  nChanged 2
		SP:Iteration 13Q (60087.660000 sec): 3 clusters
  Score: Raw -62824.849502 + Penalty 2044.759970 = -60780.089532
  nChanged 3
		SP:Iteration 14Q (60087.860000 sec): 3 clusters
  Score: Raw -62828.342730 + Penalty 2044.759970 = -60783.582760
  nChanged 2
		SP:Iteration 15Q (60088.030000 sec): 3 clusters
  Score: Raw -62832.847489 + Penalty 2044.759970 = -60788.087519
  nChanged 1
		SP:Iteration 16Q (60088.220000 sec): 3 clusters
  Score: Raw -62833.896970 + Penalty 2044.759970 = -60789.136999
  nChanged 1
		SP:Iteration 17Q (60088.400000 sec): 3 clusters
  Score: Raw -62836.574810 + Penalty 2044.759970 = -60791.814840
  nChanged 1
		SP:Iteration 18Q (60088.630000 sec): 3 clusters
  Score: Raw -62839.402676 + Penalty 2044.759970 = -60794.642706
  nChanged 1
		SP:Iteration 19Q (60088.860000 sec): 3 clusters
  Score: Raw -62841.082617 + Penalty 2044.759970 = -60796.322647
  nChanged 3
		SP:Iteration 20F (60089.010000 sec): 3 clusters
  Score: Raw -62844.921412 + Penalty 2044.759970 = -60800.161442
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 27 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60089.100000 sec): 2 clusters
  Score: Raw -65383.699546 + Penalty 1046.653813 = -64337.045733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60089.240000 sec): 3 clusters
  Score: Raw -65303.656642 + Penalty 2093.307626 = -63210.349017
  nChanged 160
		SP:Iteration 1F (60089.400000 sec): 3 clusters
  Score: Raw -65526.022084 + Penalty 2093.307626 = -63432.714458
  nChanged 42
		SP:Iteration 2F (60089.610000 sec): 3 clusters
  Score: Raw -65636.653272 + Penalty 2093.307626 = -63543.345647
  nChanged 41
		SP:Iteration 3F (60089.780000 sec): 3 clusters
  Score: Raw -65722.115076 + Penalty 2093.307626 = -63628.807451
  nChanged 36
		SP:Iteration 4F (60089.980000 sec): 3 clusters
  Score: Raw -65811.670129 + Penalty 2093.307626 = -63718.362503
  nChanged 31
		SP:Iteration 5Q (60090.130000 sec): 3 clusters
  Score: Raw -65900.232845 + Penalty 2093.307626 = -63806.925219
  nChanged 28
		SP:Iteration 6Q (60090.270000 sec): 3 clusters
  Score: Raw -65965.762171 + Penalty 2093.307626 = -63872.454546
  nChanged 33
		SP:Iteration 7F (60090.440000 sec): 3 clusters
  Score: Raw -66055.250170 + Penalty 2093.307626 = -63961.942544
  nChanged 27
		SP:Iteration 8Q (60090.660000 sec): 3 clusters
  Score: Raw -66139.969410 + Penalty 2093.307626 = -64046.661785
  nChanged 18
		SP:Iteration 9Q (60090.840000 sec): 3 clusters
  Score: Raw -66191.204412 + Penalty 2093.307626 = -64097.896786
  nChanged 5
		SP:Iteration 10Q (60091.030000 sec): 3 clusters
  Score: Raw -66199.907250 + Penalty 2093.307626 = -64106.599624
  nChanged 5
		SP:Iteration 11Q (60091.180000 sec): 3 clusters
  Score: Raw -66208.464647 + Penalty 2093.307626 = -64115.157022
  nChanged 6
		SP:Iteration 12Q (60091.340000 sec): 3 clusters
  Score: Raw -66225.102072 + Penalty 2093.307626 = -64131.794447
  nChanged 4
		SP:Iteration 13Q (60091.550000 sec): 3 clusters
  Score: Raw -66236.474154 + Penalty 2093.307626 = -64143.166528
  nChanged 5
		SP:Iteration 14Q (60091.700000 sec): 3 clusters
  Score: Raw -66247.525926 + Penalty 2093.307626 = -64154.218301
  nChanged 2
		SP:Iteration 15Q (60091.880000 sec): 3 clusters
  Score: Raw -66249.457571 + Penalty 2093.307626 = -64156.149945
  nChanged 1
		SP:Iteration 16Q (60092.080000 sec): 3 clusters
  Score: Raw -66251.043454 + Penalty 2093.307626 = -64157.735829
  nChanged 0
		SP:Iteration 17F (60092.350000 sec): 3 clusters
  Score: Raw -66251.043454 + Penalty 2093.307626 = -64157.735829
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 28 (8996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60092.500000 sec): 2 clusters
  Score: Raw -1168555.378816 + Penalty 1479.486988 = -1167075.891828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60092.730000 sec): 3 clusters
  Score: Raw -1163548.050099 + Penalty 2958.973977 = -1160589.076122
  nChanged 3790
		SP:Iteration 1F (60092.960000 sec): 3 clusters
  Score: Raw -1165499.157593 + Penalty 2958.973977 = -1162540.183616
  nChanged 475
		SP:Iteration 2F (60093.180000 sec): 3 clusters
  Score: Raw -1165680.217452 + Penalty 2958.973977 = -1162721.243475
  nChanged 366
		SP:Iteration 3Q (60093.400000 sec): 3 clusters
  Score: Raw -1165814.620734 + Penalty 2958.973977 = -1162855.646757
  nChanged 332
		SP:Iteration 4Q (60093.630000 sec): 3 clusters
  Score: Raw -1165931.612910 + Penalty 2958.973977 = -1162972.638933
  nChanged 275
		SP:Iteration 5Q (60093.870000 sec): 3 clusters
  Score: Raw -1166019.561428 + Penalty 2958.973977 = -1163060.587451
  nChanged 262
		SP:Iteration 6Q (60094.080000 sec): 3 clusters
  Score: Raw -1166110.494068 + Penalty 2958.973977 = -1163151.520092
  nChanged 255
		SP:Iteration 7Q (60094.310000 sec): 3 clusters
  Score: Raw -1166206.769217 + Penalty 2958.973977 = -1163247.795240
  nChanged 273
		SP:Iteration 8Q (60094.530000 sec): 3 clusters
  Score: Raw -1166322.259974 + Penalty 2958.973977 = -1163363.285997
  nChanged 328
		SP:Iteration 9Q (60094.780000 sec): 3 clusters
  Score: Raw -1166485.478531 + Penalty 2958.973977 = -1163526.504555
  nChanged 364
		SP:Iteration 10Q (60094.980000 sec): 3 clusters
  Score: Raw -1166690.018457 + Penalty 2958.973977 = -1163731.044480
  nChanged 396
		SP:Iteration 11Q (60095.210000 sec): 3 clusters
  Score: Raw -1166941.668030 + Penalty 2958.973977 = -1163982.694053
  nChanged 428
		SP:Iteration 12Q (60095.420000 sec): 3 clusters
  Score: Raw -1167258.165136 + Penalty 2958.973977 = -1164299.191159
  nChanged 435
		SP:Iteration 13Q (60095.660000 sec): 3 clusters
  Score: Raw -1167607.624253 + Penalty 2958.973977 = -1164648.650276
  nChanged 387
		SP:Iteration 14Q (60095.970000 sec): 3 clusters
  Score: Raw -1167932.050832 + Penalty 2958.973977 = -1164973.076856
  nChanged 291
		SP:Iteration 15Q (60096.200000 sec): 3 clusters
  Score: Raw -1168199.835394 + Penalty 2958.973977 = -1165240.861417
  nChanged 212
		SP:Iteration 16Q (60096.410000 sec): 3 clusters
  Score: Raw -1168412.707124 + Penalty 2958.973977 = -1165453.733147
  nChanged 128
		SP:Iteration 17Q (60096.670000 sec): 3 clusters
  Score: Raw -1168550.922554 + Penalty 2958.973977 = -1165591.948578
  nChanged 73
		SP:Iteration 18Q (60096.860000 sec): 3 clusters
  Score: Raw -1168629.297654 + Penalty 2958.973977 = -1165670.323677
  nChanged 29
		SP:Iteration 19Q (60097.110000 sec): 3 clusters
  Score: Raw -1168660.196599 + Penalty 2958.973977 = -1165701.222622
  nChanged 24
		SP:Iteration 20F (60097.410000 sec): 3 clusters
  Score: Raw -1168689.700482 + Penalty 2958.973977 = -1165730.726505
  nChanged 11
		SP:Iteration 21Q (60097.700000 sec): 3 clusters
  Score: Raw -1168704.649670 + Penalty 2958.973977 = -1165745.675693
  nChanged 7
		SP:Iteration 22Q (60097.900000 sec): 3 clusters
  Score: Raw -1168713.056616 + Penalty 2958.973977 = -1165754.082639
  nChanged 6
		SP:Iteration 23Q (60098.190000 sec): 3 clusters
  Score: Raw -1168722.553445 + Penalty 2958.973977 = -1165763.579468
  nChanged 8
		SP:Iteration 24Q (60098.400000 sec): 3 clusters
  Score: Raw -1168732.915896 + Penalty 2958.973977 = -1165773.941919
  nChanged 6
		SP:Iteration 25Q (60098.650000 sec): 3 clusters
  Score: Raw -1168741.258934 + Penalty 2958.973977 = -1165782.284957
  nChanged 2
		SP:Iteration 26Q (60098.860000 sec): 3 clusters
  Score: Raw -1168744.938317 + Penalty 2958.973977 = -1165785.964340
  nChanged 1
		SP:Iteration 27Q (60099.040000 sec): 3 clusters
  Score: Raw -1168746.419875 + Penalty 2958.973977 = -1165787.445898
  nChanged 0
		SP:Iteration 28F (60099.240000 sec): 3 clusters
  Score: Raw -1168746.419875 + Penalty 2958.973977 = -1165787.445898
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60099.340000 sec): 2 clusters
  Score: Raw -123892.454280 + Penalty 1127.155695 = -122765.298586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60099.530000 sec): 3 clusters
  Score: Raw -123622.639973 + Penalty 2254.311389 = -121368.328583
  nChanged 321
		SP:Iteration 1F (60099.720000 sec): 3 clusters
  Score: Raw -123954.373799 + Penalty 2254.311389 = -121700.062410
  nChanged 88
		SP:Iteration 2F (60099.930000 sec): 3 clusters
  Score: Raw -124082.095237 + Penalty 2254.311389 = -121827.783848
  nChanged 76
		SP:Iteration 3F (60100.070000 sec): 3 clusters
  Score: Raw -124207.617593 + Penalty 2254.311389 = -121953.306203
  nChanged 60
		SP:Iteration 4F (60100.270000 sec): 3 clusters
  Score: Raw -124309.847869 + Penalty 2254.311389 = -122055.536480
  nChanged 36
		SP:Iteration 5Q (60100.440000 sec): 3 clusters
  Score: Raw -124378.442094 + Penalty 2254.311389 = -122124.130705
  nChanged 30
		SP:Iteration 6Q (60100.710000 sec): 3 clusters
  Score: Raw -124450.423502 + Penalty 2254.311389 = -122196.112113
  nChanged 23
		SP:Iteration 7Q (60100.870000 sec): 3 clusters
  Score: Raw -124487.541138 + Penalty 2254.311389 = -122233.229749
  nChanged 17
		SP:Iteration 8Q (60101.040000 sec): 3 clusters
  Score: Raw -124515.687824 + Penalty 2254.311389 = -122261.376435
  nChanged 20
		SP:Iteration 9Q (60101.250000 sec): 3 clusters
  Score: Raw -124540.658487 + Penalty 2254.311389 = -122286.347098
  nChanged 12
		SP:Iteration 10Q (60101.400000 sec): 3 clusters
  Score: Raw -124554.833112 + Penalty 2254.311389 = -122300.521723
  nChanged 7
		SP:Iteration 11Q (60101.610000 sec): 3 clusters
  Score: Raw -124559.832532 + Penalty 2254.311389 = -122305.521143
  nChanged 4
		SP:Iteration 12Q (60101.790000 sec): 3 clusters
  Score: Raw -124563.614530 + Penalty 2254.311389 = -122309.303141
  nChanged 5
		SP:Iteration 13Q (60101.980000 sec): 3 clusters
  Score: Raw -124567.674855 + Penalty 2254.311389 = -122313.363466
  nChanged 5
		SP:Iteration 14Q (60102.180000 sec): 3 clusters
  Score: Raw -124572.929162 + Penalty 2254.311389 = -122318.617773
  nChanged 0
		SP:Iteration 15F (60102.320000 sec): 3 clusters
  Score: Raw -124574.398657 + Penalty 2254.311389 = -122320.087268
  nChanged 1
		SP:Iteration 16Q (60102.530000 sec): 3 clusters
  Score: Raw -124577.450127 + Penalty 2254.311389 = -122323.138737
  nChanged 1
		SP:Iteration 17Q (60102.800000 sec): 3 clusters
  Score: Raw -124578.248606 + Penalty 2254.311389 = -122323.937217
  nChanged 1
		SP:Iteration 18Q (60102.990000 sec): 3 clusters
  Score: Raw -124579.645524 + Penalty 2254.311389 = -122325.334134
  nChanged 1
		SP:Iteration 19Q (60103.180000 sec): 3 clusters
  Score: Raw -124580.246949 + Penalty 2254.311389 = -122325.935560
  nChanged 0
		SP:Iteration 20F (60103.340000 sec): 3 clusters
  Score: Raw -124580.246949 + Penalty 2254.311389 = -122325.935560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 30 (29106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60103.540000 sec): 2 clusters
  Score: Raw -3551385.007745 + Penalty 1670.288688 = -3549714.719057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60103.890000 sec): 3 clusters
  Score: Raw -3533531.003351 + Penalty 3340.577376 = -3530190.425976
  nChanged 13315
		SP:Iteration 1F (60104.220000 sec): 3 clusters
  Score: Raw -3540838.654411 + Penalty 3340.577376 = -3537498.077035
  nChanged 1590
		SP:Iteration 2F (60104.550000 sec): 3 clusters
  Score: Raw -3541516.796098 + Penalty 3340.577376 = -3538176.218722
  nChanged 1770
		SP:Iteration 3F (60104.840000 sec): 3 clusters
  Score: Raw -3542438.793603 + Penalty 3340.577376 = -3539098.216227
  nChanged 1975
		SP:Iteration 4F (60105.130000 sec): 3 clusters
  Score: Raw -3543596.384637 + Penalty 3340.577376 = -3540255.807261
  nChanged 1949
		SP:Iteration 5F (60105.440000 sec): 3 clusters
  Score: Raw -3544865.371812 + Penalty 3340.577376 = -3541524.794436
  nChanged 1912
		SP:Iteration 6F (60105.760000 sec): 3 clusters
  Score: Raw -3546220.055150 + Penalty 3340.577376 = -3542879.477774
  nChanged 1731
		SP:Iteration 7F (60106.060000 sec): 3 clusters
  Score: Raw -3547606.808865 + Penalty 3340.577376 = -3544266.231489
  nChanged 1517
		SP:Iteration 8F (60106.400000 sec): 3 clusters
  Score: Raw -3548995.292296 + Penalty 3340.577376 = -3545654.714920
  nChanged 1194
		SP:Iteration 9Q (60106.770000 sec): 3 clusters
  Score: Raw -3550145.184698 + Penalty 3340.577376 = -3546804.607322
  nChanged 736
		SP:Iteration 10Q (60107.100000 sec): 3 clusters
  Score: Raw -3550834.092774 + Penalty 3340.577376 = -3547493.515399
  nChanged 381
		SP:Iteration 11Q (60107.440000 sec): 3 clusters
  Score: Raw -3551183.338525 + Penalty 3340.577376 = -3547842.761150
  nChanged 169
		SP:Iteration 12Q (60107.810000 sec): 3 clusters
  Score: Raw -3551330.751164 + Penalty 3340.577376 = -3547990.173788
  nChanged 99
		SP:Iteration 13Q (60108.120000 sec): 3 clusters
  Score: Raw -3551428.027536 + Penalty 3340.577376 = -3548087.450160
  nChanged 57
		SP:Iteration 14Q (60108.480000 sec): 3 clusters
  Score: Raw -3551486.159059 + Penalty 3340.577376 = -3548145.581683
  nChanged 36
		SP:Iteration 15Q (60108.770000 sec): 3 clusters
  Score: Raw -3551519.631308 + Penalty 3340.577376 = -3548179.053932
  nChanged 31
		SP:Iteration 16Q (60109.150000 sec): 3 clusters
  Score: Raw -3551553.007079 + Penalty 3340.577376 = -3548212.429704
  nChanged 26
		SP:Iteration 17Q (60109.500000 sec): 3 clusters
  Score: Raw -3551579.310289 + Penalty 3340.577376 = -3548238.732913
  nChanged 18
		SP:Iteration 18Q (60109.790000 sec): 3 clusters
  Score: Raw -3551596.776867 + Penalty 3340.577376 = -3548256.199491
  nChanged 11
		SP:Iteration 19Q (60110.090000 sec): 3 clusters
  Score: Raw -3551606.098989 + Penalty 3340.577376 = -3548265.521614
  nChanged 7
		SP:Iteration 20F (60110.420000 sec): 3 clusters
  Score: Raw -3551612.680858 + Penalty 3340.577376 = -3548272.103482
  nChanged 4
		SP:Iteration 21Q (60110.770000 sec): 3 clusters
  Score: Raw -3551616.358858 + Penalty 3340.577376 = -3548275.781482
  nChanged 5
		SP:Iteration 22Q (60111.090000 sec): 3 clusters
  Score: Raw -3551620.156551 + Penalty 3340.577376 = -3548279.579175
  nChanged 3
		SP:Iteration 23Q (60111.450000 sec): 3 clusters
  Score: Raw -3551622.533202 + Penalty 3340.577376 = -3548281.955826
  nChanged 1
		SP:Iteration 24Q (60111.760000 sec): 3 clusters
  Score: Raw -3551623.480586 + Penalty 3340.577376 = -3548282.903210
  nChanged 0
		SP:Iteration 25F (60112.070000 sec): 3 clusters
  Score: Raw -3551623.480586 + Penalty 3340.577376 = -3548282.903210
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 31 (4092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60112.200000 sec): 2 clusters
  Score: Raw -443230.311928 + Penalty 1351.478233 = -441878.833694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60112.440000 sec): 3 clusters
  Score: Raw -441166.846058 + Penalty 2702.956466 = -438463.889592
  nChanged 1610
		SP:Iteration 1F (60112.660000 sec): 3 clusters
  Score: Raw -442073.452619 + Penalty 2702.956466 = -439370.496153
  nChanged 302
		SP:Iteration 2F (60112.860000 sec): 3 clusters
  Score: Raw -442248.025384 + Penalty 2702.956466 = -439545.068917
  nChanged 198
		SP:Iteration 3Q (60113.080000 sec): 3 clusters
  Score: Raw -442380.712298 + Penalty 2702.956466 = -439677.755832
  nChanged 208
		SP:Iteration 4F (60113.270000 sec): 3 clusters
  Score: Raw -442533.404863 + Penalty 2702.956466 = -439830.448396
  nChanged 199
		SP:Iteration 5Q (60113.440000 sec): 3 clusters
  Score: Raw -442692.153710 + Penalty 2702.956466 = -439989.197244
  nChanged 198
		SP:Iteration 6Q (60113.640000 sec): 3 clusters
  Score: Raw -442834.232036 + Penalty 2702.956466 = -440131.275570
  nChanged 161
		SP:Iteration 7Q (60113.830000 sec): 3 clusters
  Score: Raw -442951.393680 + Penalty 2702.956466 = -440248.437214
  nChanged 140
		SP:Iteration 8Q (60114.040000 sec): 3 clusters
  Score: Raw -443042.935511 + Penalty 2702.956466 = -440339.979045
  nChanged 124
		SP:Iteration 9Q (60114.230000 sec): 3 clusters
  Score: Raw -443115.481098 + Penalty 2702.956466 = -440412.524631
  nChanged 108
		SP:Iteration 10Q (60114.460000 sec): 3 clusters
  Score: Raw -443176.866040 + Penalty 2702.956466 = -440473.909573
  nChanged 100
		SP:Iteration 11Q (60114.720000 sec): 3 clusters
  Score: Raw -443235.523742 + Penalty 2702.956466 = -440532.567276
  nChanged 97
		SP:Iteration 12Q (60114.900000 sec): 3 clusters
  Score: Raw -443293.513274 + Penalty 2702.956466 = -440590.556808
  nChanged 103
		SP:Iteration 13Q (60115.140000 sec): 3 clusters
  Score: Raw -443342.784576 + Penalty 2702.956466 = -440639.828110
  nChanged 70
		SP:Iteration 14Q (60115.320000 sec): 3 clusters
  Score: Raw -443371.434200 + Penalty 2702.956466 = -440668.477734
  nChanged 53
		SP:Iteration 15Q (60115.540000 sec): 3 clusters
  Score: Raw -443393.395318 + Penalty 2702.956466 = -440690.438852
  nChanged 47
		SP:Iteration 16Q (60115.780000 sec): 3 clusters
  Score: Raw -443423.291261 + Penalty 2702.956466 = -440720.334794
  nChanged 51
		SP:Iteration 17Q (60115.980000 sec): 3 clusters
  Score: Raw -443448.790507 + Penalty 2702.956466 = -440745.834041
  nChanged 38
		SP:Iteration 18Q (60116.200000 sec): 3 clusters
  Score: Raw -443463.569113 + Penalty 2702.956466 = -440760.612647
  nChanged 28
		SP:Iteration 19Q (60116.420000 sec): 3 clusters
  Score: Raw -443474.656373 + Penalty 2702.956466 = -440771.699907
  nChanged 21
		SP:Iteration 20F (60116.610000 sec): 3 clusters
  Score: Raw -443480.199688 + Penalty 2702.956466 = -440777.243222
  nChanged 14
		SP:Iteration 21Q (60116.790000 sec): 3 clusters
  Score: Raw -443483.847704 + Penalty 2702.956466 = -440780.891237
  nChanged 8
		SP:Iteration 22Q (60116.930000 sec): 3 clusters
  Score: Raw -443485.661734 + Penalty 2702.956466 = -440782.705268
  nChanged 7
		SP:Iteration 23Q (60117.150000 sec): 3 clusters
  Score: Raw -443488.323414 + Penalty 2702.956466 = -440785.366948
  nChanged 5
		SP:Iteration 24Q (60117.340000 sec): 3 clusters
  Score: Raw -443489.898184 + Penalty 2702.956466 = -440786.941718
  nChanged 3
		SP:Iteration 25Q (60117.520000 sec): 3 clusters
  Score: Raw -443490.687528 + Penalty 2702.956466 = -440787.731062
  nChanged 3
		SP:Iteration 26Q (60117.760000 sec): 3 clusters
  Score: Raw -443491.267183 + Penalty 2702.956466 = -440788.310717
  nChanged 2
		SP:Iteration 27Q (60117.960000 sec): 3 clusters
  Score: Raw -443491.690433 + Penalty 2702.956466 = -440788.733967
  nChanged 2
		SP:Iteration 28Q (60118.140000 sec): 3 clusters
  Score: Raw -443492.041624 + Penalty 2702.956466 = -440789.085158
  nChanged 4
		SP:Iteration 29Q (60118.350000 sec): 3 clusters
  Score: Raw -443493.016901 + Penalty 2702.956466 = -440790.060435
  nChanged 6
		SP:Iteration 30Q (60118.580000 sec): 3 clusters
  Score: Raw -443494.213209 + Penalty 2702.956466 = -440791.256743
  nChanged 4
		SP:Iteration 31Q (60118.760000 sec): 3 clusters
  Score: Raw -443495.472109 + Penalty 2702.956466 = -440792.515643
  nChanged 5
		SP:Iteration 32Q (60118.960000 sec): 3 clusters
  Score: Raw -443497.310426 + Penalty 2702.956466 = -440794.353959
  nChanged 5
		SP:Iteration 33Q (60119.150000 sec): 3 clusters
  Score: Raw -443499.475449 + Penalty 2702.956466 = -440796.518983
  nChanged 8
		SP:Iteration 34Q (60119.390000 sec): 3 clusters
  Score: Raw -443501.682776 + Penalty 2702.956466 = -440798.726309
  nChanged 7
		SP:Iteration 35Q (60119.580000 sec): 3 clusters
  Score: Raw -443503.770428 + Penalty 2702.956466 = -440800.813961
  nChanged 7
		SP:Iteration 36Q (60119.730000 sec): 3 clusters
  Score: Raw -443507.470528 + Penalty 2702.956466 = -440804.514062
  nChanged 9
		SP:Iteration 37Q (60119.960000 sec): 3 clusters
  Score: Raw -443510.917984 + Penalty 2702.956466 = -440807.961517
  nChanged 11
		SP:Iteration 38Q (60120.140000 sec): 3 clusters
  Score: Raw -443515.455432 + Penalty 2702.956466 = -440812.498966
  nChanged 9
		SP:Iteration 39Q (60120.370000 sec): 3 clusters
  Score: Raw -443518.092664 + Penalty 2702.956466 = -440815.136198
  nChanged 8
		SP:Iteration 40F (60120.550000 sec): 3 clusters
  Score: Raw -443519.791976 + Penalty 2702.956466 = -440816.835510
  nChanged 6
		SP:Iteration 41Q (60120.760000 sec): 3 clusters
  Score: Raw -443521.444822 + Penalty 2702.956466 = -440818.488356
  nChanged 5
		SP:Iteration 42Q (60120.980000 sec): 3 clusters
  Score: Raw -443522.750861 + Penalty 2702.956466 = -440819.794395
  nChanged 5
		SP:Iteration 43Q (60121.210000 sec): 3 clusters
  Score: Raw -443524.109443 + Penalty 2702.956466 = -440821.152977
  nChanged 3
		SP:Iteration 44Q (60121.400000 sec): 3 clusters
  Score: Raw -443524.523547 + Penalty 2702.956466 = -440821.567080
  nChanged 1
		SP:Iteration 45Q (60121.560000 sec): 3 clusters
  Score: Raw -443524.660082 + Penalty 2702.956466 = -440821.703615
  nChanged 0
		SP:Iteration 46F (60121.810000 sec): 3 clusters
  Score: Raw -443524.660082 + Penalty 2702.956466 = -440821.703615
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 32 (5235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60121.920000 sec): 2 clusters
  Score: Raw -630746.891983 + Penalty 1391.507345 = -629355.384638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60122.120000 sec): 3 clusters
  Score: Raw -627986.506656 + Penalty 2783.014690 = -625203.491966
  nChanged 2108
		SP:Iteration 1F (60122.280000 sec): 3 clusters
  Score: Raw -629137.909097 + Penalty 2783.014690 = -626354.894407
  nChanged 381
		SP:Iteration 2F (60122.510000 sec): 3 clusters
  Score: Raw -629373.473269 + Penalty 2783.014690 = -626590.458579
  nChanged 311
		SP:Iteration 3F (60122.690000 sec): 3 clusters
  Score: Raw -629547.678201 + Penalty 2783.014690 = -626764.663510
  nChanged 243
		SP:Iteration 4Q (60122.900000 sec): 3 clusters
  Score: Raw -629690.330862 + Penalty 2783.014690 = -626907.316172
  nChanged 226
		SP:Iteration 5Q (60123.090000 sec): 3 clusters
  Score: Raw -629818.255396 + Penalty 2783.014690 = -627035.240706
  nChanged 211
		SP:Iteration 6Q (60123.330000 sec): 3 clusters
  Score: Raw -629946.996815 + Penalty 2783.014690 = -627163.982125
  nChanged 200
		SP:Iteration 7Q (60123.580000 sec): 3 clusters
  Score: Raw -630073.566059 + Penalty 2783.014690 = -627290.551369
  nChanged 202
		SP:Iteration 8Q (60123.800000 sec): 3 clusters
  Score: Raw -630221.757882 + Penalty 2783.014690 = -627438.743192
  nChanged 214
		SP:Iteration 9Q (60123.970000 sec): 3 clusters
  Score: Raw -630373.653091 + Penalty 2783.014690 = -627590.638401
  nChanged 181
		SP:Iteration 10Q (60124.180000 sec): 3 clusters
  Score: Raw -630511.083283 + Penalty 2783.014690 = -627728.068593
  nChanged 185
		SP:Iteration 11Q (60124.390000 sec): 3 clusters
  Score: Raw -630642.232075 + Penalty 2783.014690 = -627859.217385
  nChanged 152
		SP:Iteration 12Q (60124.590000 sec): 3 clusters
  Score: Raw -630757.576320 + Penalty 2783.014690 = -627974.561629
  nChanged 132
		SP:Iteration 13Q (60124.780000 sec): 3 clusters
  Score: Raw -630868.296727 + Penalty 2783.014690 = -628085.282036
  nChanged 112
		SP:Iteration 14Q (60124.950000 sec): 3 clusters
  Score: Raw -630946.107928 + Penalty 2783.014690 = -628163.093238
  nChanged 78
		SP:Iteration 15Q (60125.150000 sec): 3 clusters
  Score: Raw -630994.372043 + Penalty 2783.014690 = -628211.357353
  nChanged 60
		SP:Iteration 16Q (60125.380000 sec): 3 clusters
  Score: Raw -631023.360082 + Penalty 2783.014690 = -628240.345392
  nChanged 42
		SP:Iteration 17Q (60125.620000 sec): 3 clusters
  Score: Raw -631044.198134 + Penalty 2783.014690 = -628261.183444
  nChanged 40
		SP:Iteration 18Q (60125.790000 sec): 3 clusters
  Score: Raw -631058.954039 + Penalty 2783.014690 = -628275.939349
  nChanged 38
		SP:Iteration 19Q (60126.020000 sec): 3 clusters
  Score: Raw -631077.175142 + Penalty 2783.014690 = -628294.160452
  nChanged 33
		SP:Iteration 20F (60126.220000 sec): 3 clusters
  Score: Raw -631094.273836 + Penalty 2783.014690 = -628311.259146
  nChanged 34
		SP:Iteration 21Q (60126.400000 sec): 3 clusters
  Score: Raw -631110.893854 + Penalty 2783.014690 = -628327.879164
  nChanged 24
		SP:Iteration 22Q (60126.600000 sec): 3 clusters
  Score: Raw -631125.543973 + Penalty 2783.014690 = -628342.529283
  nChanged 23
		SP:Iteration 23Q (60126.820000 sec): 3 clusters
  Score: Raw -631137.340880 + Penalty 2783.014690 = -628354.326190
  nChanged 23
		SP:Iteration 24Q (60126.980000 sec): 3 clusters
  Score: Raw -631152.824418 + Penalty 2783.014690 = -628369.809728
  nChanged 22
		SP:Iteration 25Q (60127.170000 sec): 3 clusters
  Score: Raw -631162.880056 + Penalty 2783.014690 = -628379.865366
  nChanged 21
		SP:Iteration 26Q (60127.400000 sec): 3 clusters
  Score: Raw -631172.824683 + Penalty 2783.014690 = -628389.809993
  nChanged 14
		SP:Iteration 27Q (60127.590000 sec): 3 clusters
  Score: Raw -631178.490707 + Penalty 2783.014690 = -628395.476017
  nChanged 16
		SP:Iteration 28Q (60127.810000 sec): 3 clusters
  Score: Raw -631185.242229 + Penalty 2783.014690 = -628402.227539
  nChanged 14
		SP:Iteration 29Q (60128.060000 sec): 3 clusters
  Score: Raw -631191.704069 + Penalty 2783.014690 = -628408.689379
  nChanged 18
		SP:Iteration 30Q (60128.250000 sec): 3 clusters
  Score: Raw -631199.949782 + Penalty 2783.014690 = -628416.935092
  nChanged 12
		SP:Iteration 31Q (60128.490000 sec): 3 clusters
  Score: Raw -631205.423163 + Penalty 2783.014690 = -628422.408473
  nChanged 5
		SP:Iteration 32Q (60128.630000 sec): 3 clusters
  Score: Raw -631206.682298 + Penalty 2783.014690 = -628423.667608
  nChanged 4
		SP:Iteration 33Q (60128.900000 sec): 3 clusters
  Score: Raw -631208.249515 + Penalty 2783.014690 = -628425.234825
  nChanged 3
		SP:Iteration 34Q (60129.060000 sec): 3 clusters
  Score: Raw -631209.003995 + Penalty 2783.014690 = -628425.989305
  nChanged 2
		SP:Iteration 35Q (60129.290000 sec): 3 clusters
  Score: Raw -631209.537983 + Penalty 2783.014690 = -628426.523293
  nChanged 3
		SP:Iteration 36Q (60129.510000 sec): 3 clusters
  Score: Raw -631210.125411 + Penalty 2783.014690 = -628427.110721
  nChanged 2
		SP:Iteration 37Q (60129.680000 sec): 3 clusters
  Score: Raw -631210.696760 + Penalty 2783.014690 = -628427.682070
  nChanged 2
		SP:Iteration 38Q (60129.860000 sec): 3 clusters
  Score: Raw -631211.267990 + Penalty 2783.014690 = -628428.253300
  nChanged 5
		SP:Iteration 39Q (60130.090000 sec): 3 clusters
  Score: Raw -631213.511594 + Penalty 2783.014690 = -628430.496904
  nChanged 2
		SP:Iteration 40F (60130.270000 sec): 3 clusters
  Score: Raw -631214.139459 + Penalty 2783.014690 = -628431.124768
  nChanged 1
		SP:Iteration 41Q (60130.470000 sec): 3 clusters
  Score: Raw -631214.283812 + Penalty 2783.014690 = -628431.269122
  nChanged 1
		SP:Iteration 42Q (60130.680000 sec): 3 clusters
  Score: Raw -631214.407850 + Penalty 2783.014690 = -628431.393160
  nChanged 0
		SP:Iteration 43F (60130.870000 sec): 3 clusters
  Score: Raw -631214.407850 + Penalty 2783.014690 = -628431.393160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 33 (4527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60130.980000 sec): 2 clusters
  Score: Raw -541472.023207 + Penalty 1367.894896 = -540104.128311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60131.200000 sec): 3 clusters
  Score: Raw -539118.539739 + Penalty 2735.789793 = -536382.749946
  nChanged 1813
		SP:Iteration 1F (60131.390000 sec): 3 clusters
  Score: Raw -540125.341377 + Penalty 2735.789793 = -537389.551584
  nChanged 320
		SP:Iteration 2F (60131.570000 sec): 3 clusters
  Score: Raw -540305.341080 + Penalty 2735.789793 = -537569.551287
  nChanged 229
		SP:Iteration 3F (60131.780000 sec): 3 clusters
  Score: Raw -540413.356911 + Penalty 2735.789793 = -537677.567118
  nChanged 178
		SP:Iteration 4Q (60131.950000 sec): 3 clusters
  Score: Raw -540498.434920 + Penalty 2735.789793 = -537762.645127
  nChanged 146
		SP:Iteration 5Q (60132.150000 sec): 3 clusters
  Score: Raw -540564.045334 + Penalty 2735.789793 = -537828.255541
  nChanged 113
		SP:Iteration 6Q (60132.340000 sec): 3 clusters
  Score: Raw -540617.034688 + Penalty 2735.789793 = -537881.244895
  nChanged 107
		SP:Iteration 7Q (60132.530000 sec): 3 clusters
  Score: Raw -540665.075214 + Penalty 2735.789793 = -537929.285421
  nChanged 95
		SP:Iteration 8Q (60132.760000 sec): 3 clusters
  Score: Raw -540708.107882 + Penalty 2735.789793 = -537972.318089
  nChanged 81
		SP:Iteration 9Q (60132.980000 sec): 3 clusters
  Score: Raw -540740.467954 + Penalty 2735.789793 = -538004.678162
  nChanged 78
		SP:Iteration 10Q (60133.260000 sec): 3 clusters
  Score: Raw -540772.060068 + Penalty 2735.789793 = -538036.270275
  nChanged 70
		SP:Iteration 11Q (60133.420000 sec): 3 clusters
  Score: Raw -540801.543619 + Penalty 2735.789793 = -538065.753826
  nChanged 70
		SP:Iteration 12Q (60133.640000 sec): 3 clusters
  Score: Raw -540831.298150 + Penalty 2735.789793 = -538095.508357
  nChanged 78
		SP:Iteration 13Q (60133.850000 sec): 3 clusters
  Score: Raw -540861.286255 + Penalty 2735.789793 = -538125.496462
  nChanged 77
		SP:Iteration 14Q (60134.060000 sec): 3 clusters
  Score: Raw -540887.207279 + Penalty 2735.789793 = -538151.417486
  nChanged 63
		SP:Iteration 15Q (60134.240000 sec): 3 clusters
  Score: Raw -540912.148628 + Penalty 2735.789793 = -538176.358835
  nChanged 59
		SP:Iteration 16Q (60134.470000 sec): 3 clusters
  Score: Raw -540936.433281 + Penalty 2735.789793 = -538200.643488
  nChanged 62
		SP:Iteration 17Q (60134.660000 sec): 3 clusters
  Score: Raw -540958.211275 + Penalty 2735.789793 = -538222.421482
  nChanged 61
		SP:Iteration 18Q (60134.940000 sec): 3 clusters
  Score: Raw -540979.200947 + Penalty 2735.789793 = -538243.411154
  nChanged 55
		SP:Iteration 19Q (60135.140000 sec): 3 clusters
  Score: Raw -541005.652082 + Penalty 2735.789793 = -538269.862289
  nChanged 64
		SP:Iteration 20F (60135.400000 sec): 3 clusters
  Score: Raw -541039.508381 + Penalty 2735.789793 = -538303.718588
  nChanged 66
		SP:Iteration 21Q (60135.600000 sec): 3 clusters
  Score: Raw -541067.085032 + Penalty 2735.789793 = -538331.295239
  nChanged 56
		SP:Iteration 22Q (60135.830000 sec): 3 clusters
  Score: Raw -541094.629217 + Penalty 2735.789793 = -538358.839424
  nChanged 55
		SP:Iteration 23Q (60136.040000 sec): 3 clusters
  Score: Raw -541119.512072 + Penalty 2735.789793 = -538383.722279
  nChanged 56
		SP:Iteration 24Q (60136.260000 sec): 3 clusters
  Score: Raw -541143.104207 + Penalty 2735.789793 = -538407.314414
  nChanged 46
		SP:Iteration 25Q (60136.480000 sec): 3 clusters
  Score: Raw -541165.509033 + Penalty 2735.789793 = -538429.719240
  nChanged 55
		SP:Iteration 26Q (60136.700000 sec): 3 clusters
  Score: Raw -541197.456685 + Penalty 2735.789793 = -538461.666892
  nChanged 61
		SP:Iteration 27Q (60136.890000 sec): 3 clusters
  Score: Raw -541231.264556 + Penalty 2735.789793 = -538495.474763
  nChanged 68
		SP:Iteration 28Q (60137.100000 sec): 3 clusters
  Score: Raw -541269.575468 + Penalty 2735.789793 = -538533.785675
  nChanged 61
		SP:Iteration 29Q (60137.340000 sec): 3 clusters
  Score: Raw -541304.752288 + Penalty 2735.789793 = -538568.962496
  nChanged 55
		SP:Iteration 30Q (60137.560000 sec): 3 clusters
  Score: Raw -541332.650412 + Penalty 2735.789793 = -538596.860619
  nChanged 52
		SP:Iteration 31Q (60137.810000 sec): 3 clusters
  Score: Raw -541360.015821 + Penalty 2735.789793 = -538624.226028
  nChanged 50
		SP:Iteration 32Q (60138.020000 sec): 3 clusters
  Score: Raw -541388.174288 + Penalty 2735.789793 = -538652.384495
  nChanged 42
		SP:Iteration 33Q (60138.250000 sec): 3 clusters
  Score: Raw -541419.598226 + Penalty 2735.789793 = -538683.808433
  nChanged 43
		SP:Iteration 34Q (60138.450000 sec): 3 clusters
  Score: Raw -541450.698850 + Penalty 2735.789793 = -538714.909057
  nChanged 39
		SP:Iteration 35Q (60138.690000 sec): 3 clusters
  Score: Raw -541478.198680 + Penalty 2735.789793 = -538742.408887
  nChanged 38
		SP:Iteration 36Q (60138.940000 sec): 3 clusters
  Score: Raw -541502.079674 + Penalty 2735.789793 = -538766.289882
  nChanged 38
		SP:Iteration 37Q (60139.130000 sec): 3 clusters
  Score: Raw -541523.768198 + Penalty 2735.789793 = -538787.978405
  nChanged 24
		SP:Iteration 38Q (60139.310000 sec): 3 clusters
  Score: Raw -541533.586531 + Penalty 2735.789793 = -538797.796739
  nChanged 9
		SP:Iteration 39Q (60139.530000 sec): 3 clusters
  Score: Raw -541537.158478 + Penalty 2735.789793 = -538801.368685
  nChanged 8
		SP:Iteration 40F (60139.760000 sec): 3 clusters
  Score: Raw -541539.609807 + Penalty 2735.789793 = -538803.820014
  nChanged 8
		SP:Iteration 41Q (60139.970000 sec): 3 clusters
  Score: Raw -541542.519834 + Penalty 2735.789793 = -538806.730041
  nChanged 8
		SP:Iteration 42Q (60140.200000 sec): 3 clusters
  Score: Raw -541545.870720 + Penalty 2735.789793 = -538810.080927
  nChanged 5
		SP:Iteration 43Q (60140.430000 sec): 3 clusters
  Score: Raw -541547.898595 + Penalty 2735.789793 = -538812.108802
  nChanged 5
		SP:Iteration 44Q (60140.620000 sec): 3 clusters
  Score: Raw -541550.236399 + Penalty 2735.789793 = -538814.446606
  nChanged 7
		SP:Iteration 45Q (60140.800000 sec): 3 clusters
  Score: Raw -541553.431930 + Penalty 2735.789793 = -538817.642137
  nChanged 5
		SP:Iteration 46Q (60141.000000 sec): 3 clusters
  Score: Raw -541555.975891 + Penalty 2735.789793 = -538820.186098
  nChanged 7
		SP:Iteration 47Q (60141.220000 sec): 3 clusters
  Score: Raw -541559.378671 + Penalty 2735.789793 = -538823.588878
  nChanged 4
		SP:Iteration 48Q (60141.410000 sec): 3 clusters
  Score: Raw -541561.403477 + Penalty 2735.789793 = -538825.613684
  nChanged 5
		SP:Iteration 49Q (60141.630000 sec): 3 clusters
  Score: Raw -541563.162114 + Penalty 2735.789793 = -538827.372321
  nChanged 2
		SP:Iteration 50Q (60141.810000 sec): 3 clusters
  Score: Raw -541564.307179 + Penalty 2735.789793 = -538828.517386
  nChanged 2
		SP:Iteration 51Q (60141.970000 sec): 3 clusters
  Score: Raw -541565.035164 + Penalty 2735.789793 = -538829.245371
  nChanged 1
		SP:Iteration 52Q (60142.140000 sec): 3 clusters
  Score: Raw -541565.366199 + Penalty 2735.789793 = -538829.576406
  nChanged 1
		SP:Iteration 53Q (60142.330000 sec): 3 clusters
  Score: Raw -541565.881378 + Penalty 2735.789793 = -538830.091585
  nChanged 1
		SP:Iteration 54Q (60142.530000 sec): 3 clusters
  Score: Raw -541566.129345 + Penalty 2735.789793 = -538830.339552
  nChanged 0
		SP:Iteration 55F (60142.780000 sec): 3 clusters
  Score: Raw -541566.129345 + Penalty 2735.789793 = -538830.339552
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 34 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60142.880000 sec): 2 clusters
  Score: Raw -67988.415011 + Penalty 1039.771677 = -66948.643334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60143.050000 sec): 3 clusters
  Score: Raw -67871.299556 + Penalty 2079.543354 = -65791.756202
  nChanged 182
		SP:Iteration 1F (60143.260000 sec): 3 clusters
  Score: Raw -68154.833412 + Penalty 2079.543354 = -66075.290058
  nChanged 74
		SP:Iteration 2F (60143.440000 sec): 3 clusters
  Score: Raw -68347.411698 + Penalty 2079.543354 = -66267.868344
  nChanged 47
		SP:Iteration 3F (60143.610000 sec): 3 clusters
  Score: Raw -68469.980506 + Penalty 2079.543354 = -66390.437153
  nChanged 27
		SP:Iteration 4Q (60143.810000 sec): 3 clusters
  Score: Raw -68533.951379 + Penalty 2079.543354 = -66454.408025
  nChanged 15
		SP:Iteration 5Q (60144.010000 sec): 3 clusters
  Score: Raw -68567.335439 + Penalty 2079.543354 = -66487.792086
  nChanged 9
		SP:Iteration 6Q (60144.240000 sec): 3 clusters
  Score: Raw -68580.535275 + Penalty 2079.543354 = -66500.991921
  nChanged 5
		SP:Iteration 7Q (60144.440000 sec): 3 clusters
  Score: Raw -68589.885347 + Penalty 2079.543354 = -66510.341993
  nChanged 4
		SP:Iteration 8Q (60144.610000 sec): 3 clusters
  Score: Raw -68596.446761 + Penalty 2079.543354 = -66516.903407
  nChanged 4
		SP:Iteration 9Q (60144.850000 sec): 3 clusters
  Score: Raw -68603.426497 + Penalty 2079.543354 = -66523.883144
  nChanged 4
		SP:Iteration 10Q (60145.020000 sec): 3 clusters
  Score: Raw -68608.267583 + Penalty 2079.543354 = -66528.724229
  nChanged 1
		SP:Iteration 11Q (60145.190000 sec): 3 clusters
  Score: Raw -68611.301778 + Penalty 2079.543354 = -66531.758425
  nChanged 2
		SP:Iteration 12Q (60145.360000 sec): 3 clusters
  Score: Raw -68614.988752 + Penalty 2079.543354 = -66535.445399
  nChanged 1
		SP:Iteration 13Q (60145.610000 sec): 3 clusters
  Score: Raw -68616.398414 + Penalty 2079.543354 = -66536.855060
  nChanged 1
		SP:Iteration 14Q (60145.780000 sec): 3 clusters
  Score: Raw -68618.054778 + Penalty 2079.543354 = -66538.511425
  nChanged 3
		SP:Iteration 15Q (60145.940000 sec): 3 clusters
  Score: Raw -68622.457720 + Penalty 2079.543354 = -66542.914366
  nChanged 3
		SP:Iteration 16Q (60146.140000 sec): 3 clusters
  Score: Raw -68628.428683 + Penalty 2079.543354 = -66548.885329
  nChanged 2
		SP:Iteration 17Q (60146.340000 sec): 3 clusters
  Score: Raw -68635.003777 + Penalty 2079.543354 = -66555.460423
  nChanged 3
		SP:Iteration 18Q (60146.520000 sec): 3 clusters
  Score: Raw -68639.801263 + Penalty 2079.543354 = -66560.257909
  nChanged 2
		SP:Iteration 19Q (60146.750000 sec): 3 clusters
  Score: Raw -68642.473941 + Penalty 2079.543354 = -66562.930587
  nChanged 2
		SP:Iteration 20F (60146.950000 sec): 3 clusters
  Score: Raw -68645.108096 + Penalty 2079.543354 = -66565.564743
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 35 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60147.050000 sec): 2 clusters
  Score: Raw -39808.847939 + Penalty 980.376511 = -38828.471428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60147.250000 sec): 3 clusters
  Score: Raw -39848.661807 + Penalty 1960.753022 = -37887.908785
  nChanged 94
		SP:Iteration 1F (60147.440000 sec): 3 clusters
  Score: Raw -39990.579778 + Penalty 1960.753022 = -38029.826755
  nChanged 34
		SP:Iteration 2F (60147.610000 sec): 3 clusters
  Score: Raw -40082.875759 + Penalty 1960.753022 = -38122.122737
  nChanged 26
		SP:Iteration 3F (60147.810000 sec): 3 clusters
  Score: Raw -40152.426794 + Penalty 1960.753022 = -38191.673772
  nChanged 19
		SP:Iteration 4Q (60148.040000 sec): 3 clusters
  Score: Raw -40187.418350 + Penalty 1960.753022 = -38226.665328
  nChanged 14
		SP:Iteration 5Q (60148.240000 sec): 3 clusters
  Score: Raw -40214.694048 + Penalty 1960.753022 = -38253.941026
  nChanged 6
		SP:Iteration 6Q (60148.460000 sec): 3 clusters
  Score: Raw -40224.966721 + Penalty 1960.753022 = -38264.213699
  nChanged 2
		SP:Iteration 7Q (60148.620000 sec): 3 clusters
  Score: Raw -40227.354148 + Penalty 1960.753022 = -38266.601126
  nChanged 2
		SP:Iteration 8Q (60148.820000 sec): 3 clusters
  Score: Raw -40233.220593 + Penalty 1960.753022 = -38272.467571
  nChanged 1
		SP:Iteration 9Q (60149.020000 sec): 3 clusters
  Score: Raw -40234.586756 + Penalty 1960.753022 = -38273.833733
  nChanged 1
		SP:Iteration 10Q (60149.210000 sec): 3 clusters
  Score: Raw -40235.585518 + Penalty 1960.753022 = -38274.832496
  nChanged 1
		SP:Iteration 11Q (60149.350000 sec): 3 clusters
  Score: Raw -40236.964790 + Penalty 1960.753022 = -38276.211768
  nChanged 0
		SP:Iteration 12F (60149.570000 sec): 3 clusters
  Score: Raw -40236.964790 + Penalty 1960.753022 = -38276.211768
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 36 (41176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60149.930000 sec): 2 clusters
  Score: Raw -5100801.920246 + Penalty 1726.661762 = -5099075.258485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60150.290000 sec): 3 clusters
  Score: Raw -5075142.642315 + Penalty 3453.323523 = -5071689.318791
  nChanged 19163
		SP:Iteration 1F (60150.740000 sec): 3 clusters
  Score: Raw -5086417.353316 + Penalty 3453.323523 = -5082964.029793
  nChanged 2454
		SP:Iteration 2F (60151.080000 sec): 3 clusters
  Score: Raw -5087709.986433 + Penalty 3453.323523 = -5084256.662909
  nChanged 2711
		SP:Iteration 3F (60151.500000 sec): 3 clusters
  Score: Raw -5089278.796775 + Penalty 3453.323523 = -5085825.473252
  nChanged 2756
		SP:Iteration 4F (60151.850000 sec): 3 clusters
  Score: Raw -5090953.084404 + Penalty 3453.323523 = -5087499.760881
  nChanged 2528
		SP:Iteration 5F (60152.180000 sec): 3 clusters
  Score: Raw -5092491.259387 + Penalty 3453.323523 = -5089037.935864
  nChanged 2222
		SP:Iteration 6F (60152.520000 sec): 3 clusters
  Score: Raw -5093944.409344 + Penalty 3453.323523 = -5090491.085821
  nChanged 1940
		SP:Iteration 7Q (60152.900000 sec): 3 clusters
  Score: Raw -5095397.808086 + Penalty 3453.323523 = -5091944.484563
  nChanged 1690
		SP:Iteration 8Q (60153.230000 sec): 3 clusters
  Score: Raw -5096746.368365 + Penalty 3453.323523 = -5093293.044841
  nChanged 1363
		SP:Iteration 9Q (60153.590000 sec): 3 clusters
  Score: Raw -5097852.411348 + Penalty 3453.323523 = -5094399.087824
  nChanged 1089
		SP:Iteration 10Q (60153.960000 sec): 3 clusters
  Score: Raw -5098693.361206 + Penalty 3453.323523 = -5095240.037683
  nChanged 797
		SP:Iteration 11Q (60154.300000 sec): 3 clusters
  Score: Raw -5099275.207767 + Penalty 3453.323523 = -5095821.884244
  nChanged 573
		SP:Iteration 12Q (60154.700000 sec): 3 clusters
  Score: Raw -5099685.219914 + Penalty 3453.323523 = -5096231.896391
  nChanged 445
		SP:Iteration 13Q (60155.120000 sec): 3 clusters
  Score: Raw -5099957.656928 + Penalty 3453.323523 = -5096504.333404
  nChanged 360
		SP:Iteration 14Q (60155.530000 sec): 3 clusters
  Score: Raw -5100181.990068 + Penalty 3453.323523 = -5096728.666545
  nChanged 302
		SP:Iteration 15Q (60155.880000 sec): 3 clusters
  Score: Raw -5100368.900574 + Penalty 3453.323523 = -5096915.577051
  nChanged 277
		SP:Iteration 16Q (60156.260000 sec): 3 clusters
  Score: Raw -5100518.365891 + Penalty 3453.323523 = -5097065.042367
  nChanged 217
		SP:Iteration 17Q (60156.620000 sec): 3 clusters
  Score: Raw -5100635.426879 + Penalty 3453.323523 = -5097182.103355
  nChanged 180
		SP:Iteration 18Q (60156.990000 sec): 3 clusters
  Score: Raw -5100728.841229 + Penalty 3453.323523 = -5097275.517706
  nChanged 146
		SP:Iteration 19Q (60157.350000 sec): 3 clusters
  Score: Raw -5100799.561239 + Penalty 3453.323523 = -5097346.237715
  nChanged 122
		SP:Iteration 20F (60157.750000 sec): 3 clusters
  Score: Raw -5100859.553474 + Penalty 3453.323523 = -5097406.229951
  nChanged 118
		SP:Iteration 21Q (60158.090000 sec): 3 clusters
  Score: Raw -5100925.248039 + Penalty 3453.323523 = -5097471.924516
  nChanged 98
		SP:Iteration 22Q (60158.470000 sec): 3 clusters
  Score: Raw -5100974.553692 + Penalty 3453.323523 = -5097521.230169
  nChanged 91
		SP:Iteration 23Q (60158.850000 sec): 3 clusters
  Score: Raw -5101023.341389 + Penalty 3453.323523 = -5097570.017865
  nChanged 64
		SP:Iteration 24Q (60159.130000 sec): 3 clusters
  Score: Raw -5101050.126560 + Penalty 3453.323523 = -5097596.803037
  nChanged 60
		SP:Iteration 25Q (60159.530000 sec): 3 clusters
  Score: Raw -5101075.528714 + Penalty 3453.323523 = -5097622.205190
  nChanged 52
		SP:Iteration 26Q (60159.870000 sec): 3 clusters
  Score: Raw -5101101.924763 + Penalty 3453.323523 = -5097648.601239
  nChanged 51
		SP:Iteration 27Q (60160.250000 sec): 3 clusters
  Score: Raw -5101125.524763 + Penalty 3453.323523 = -5097672.201240
  nChanged 50
		SP:Iteration 28Q (60160.610000 sec): 3 clusters
  Score: Raw -5101150.366884 + Penalty 3453.323523 = -5097697.043360
  nChanged 56
		SP:Iteration 29Q (60160.970000 sec): 3 clusters
  Score: Raw -5101175.447511 + Penalty 3453.323523 = -5097722.123988
  nChanged 41
		SP:Iteration 30Q (60161.300000 sec): 3 clusters
  Score: Raw -5101196.788469 + Penalty 3453.323523 = -5097743.464945
  nChanged 32
		SP:Iteration 31Q (60161.690000 sec): 3 clusters
  Score: Raw -5101208.328500 + Penalty 3453.323523 = -5097755.004977
  nChanged 13
		SP:Iteration 32Q (60161.990000 sec): 3 clusters
  Score: Raw -5101213.317951 + Penalty 3453.323523 = -5097759.994427
  nChanged 14
		SP:Iteration 33Q (60162.310000 sec): 3 clusters
  Score: Raw -5101219.559964 + Penalty 3453.323523 = -5097766.236441
  nChanged 8
		SP:Iteration 34Q (60162.690000 sec): 3 clusters
  Score: Raw -5101222.334747 + Penalty 3453.323523 = -5097769.011223
  nChanged 8
		SP:Iteration 35Q (60163.060000 sec): 3 clusters
  Score: Raw -5101224.842209 + Penalty 3453.323523 = -5097771.518685
  nChanged 8
		SP:Iteration 36Q (60163.380000 sec): 3 clusters
  Score: Raw -5101226.800268 + Penalty 3453.323523 = -5097773.476744
  nChanged 6
		SP:Iteration 37Q (60163.740000 sec): 3 clusters
  Score: Raw -5101228.528754 + Penalty 3453.323523 = -5097775.205231
  nChanged 5
		SP:Iteration 38Q (60164.120000 sec): 3 clusters
  Score: Raw -5101229.920426 + Penalty 3453.323523 = -5097776.596902
  nChanged 2
		SP:Iteration 39Q (60164.440000 sec): 3 clusters
  Score: Raw -5101230.565701 + Penalty 3453.323523 = -5097777.242178
  nChanged 2
		SP:Iteration 40F (60164.800000 sec): 3 clusters
  Score: Raw -5101231.311917 + Penalty 3453.323523 = -5097777.988394
  nChanged 3
		SP:Iteration 41Q (60165.100000 sec): 3 clusters
  Score: Raw -5101232.553924 + Penalty 3453.323523 = -5097779.230401
  nChanged 2
		SP:Iteration 42Q (60165.450000 sec): 3 clusters
  Score: Raw -5101233.148502 + Penalty 3453.323523 = -5097779.824979
  nChanged 3
		SP:Iteration 43Q (60165.820000 sec): 3 clusters
  Score: Raw -5101233.961379 + Penalty 3453.323523 = -5097780.637855
  nChanged 1
		SP:Iteration 44Q (60166.130000 sec): 3 clusters
  Score: Raw -5101234.295883 + Penalty 3453.323523 = -5097780.972360
  nChanged 1
		SP:Iteration 45Q (60166.520000 sec): 3 clusters
  Score: Raw -5101234.794606 + Penalty 3453.323523 = -5097781.471083
  nChanged 0
		SP:Iteration 46F (60166.890000 sec): 3 clusters
  Score: Raw -5101234.794606 + Penalty 3453.323523 = -5097781.471083
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 37 (1742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60167.000000 sec): 2 clusters
  Score: Raw -186911.412936 + Penalty 1212.703238 = -185698.709698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60167.200000 sec): 3 clusters
  Score: Raw -186205.896681 + Penalty 2425.406476 = -183780.490205
  nChanged 623
		SP:Iteration 1F (60167.440000 sec): 3 clusters
  Score: Raw -186744.630842 + Penalty 2425.406476 = -184319.224365
  nChanged 177
		SP:Iteration 2F (60167.640000 sec): 3 clusters
  Score: Raw -186966.103026 + Penalty 2425.406476 = -184540.696550
  nChanged 116
		SP:Iteration 3F (60167.820000 sec): 3 clusters
  Score: Raw -187099.994025 + Penalty 2425.406476 = -184674.587549
  nChanged 94
		SP:Iteration 4F (60167.990000 sec): 3 clusters
  Score: Raw -187230.017460 + Penalty 2425.406476 = -184804.610984
  nChanged 71
		SP:Iteration 5Q (60168.230000 sec): 3 clusters
  Score: Raw -187316.177971 + Penalty 2425.406476 = -184890.771495
  nChanged 52
		SP:Iteration 6Q (60168.430000 sec): 3 clusters
  Score: Raw -187376.847252 + Penalty 2425.406476 = -184951.440776
  nChanged 32
		SP:Iteration 7Q (60168.630000 sec): 3 clusters
  Score: Raw -187404.847678 + Penalty 2425.406476 = -184979.441201
  nChanged 23
		SP:Iteration 8Q (60168.790000 sec): 3 clusters
  Score: Raw -187419.211873 + Penalty 2425.406476 = -184993.805397
  nChanged 17
		SP:Iteration 9Q (60169.010000 sec): 3 clusters
  Score: Raw -187431.923366 + Penalty 2425.406476 = -185006.516890
  nChanged 17
		SP:Iteration 10Q (60169.170000 sec): 3 clusters
  Score: Raw -187449.020103 + Penalty 2425.406476 = -185023.613626
  nChanged 15
		SP:Iteration 11Q (60169.350000 sec): 3 clusters
  Score: Raw -187475.914204 + Penalty 2425.406476 = -185050.507728
  nChanged 28
		SP:Iteration 12Q (60169.520000 sec): 3 clusters
  Score: Raw -187510.755110 + Penalty 2425.406476 = -185085.348634
  nChanged 24
		SP:Iteration 13Q (60169.710000 sec): 3 clusters
  Score: Raw -187535.089556 + Penalty 2425.406476 = -185109.683080
  nChanged 26
		SP:Iteration 14Q (60169.890000 sec): 3 clusters
  Score: Raw -187561.857061 + Penalty 2425.406476 = -185136.450585
  nChanged 22
		SP:Iteration 15Q (60170.070000 sec): 3 clusters
  Score: Raw -187579.918671 + Penalty 2425.406476 = -185154.512195
  nChanged 19
		SP:Iteration 16Q (60170.260000 sec): 3 clusters
  Score: Raw -187598.571800 + Penalty 2425.406476 = -185173.165323
  nChanged 17
		SP:Iteration 17Q (60170.440000 sec): 3 clusters
  Score: Raw -187625.945901 + Penalty 2425.406476 = -185200.539425
  nChanged 22
		SP:Iteration 18Q (60170.630000 sec): 3 clusters
  Score: Raw -187656.012796 + Penalty 2425.406476 = -185230.606320
  nChanged 23
		SP:Iteration 19Q (60170.810000 sec): 3 clusters
  Score: Raw -187677.144220 + Penalty 2425.406476 = -185251.737744
  nChanged 20
		SP:Iteration 20F (60171.000000 sec): 3 clusters
  Score: Raw -187690.572382 + Penalty 2425.406476 = -185265.165905
  nChanged 20
		SP:Iteration 21Q (60171.140000 sec): 3 clusters
  Score: Raw -187709.309049 + Penalty 2425.406476 = -185283.902573
  nChanged 21
		SP:Iteration 22Q (60171.320000 sec): 3 clusters
  Score: Raw -187735.269501 + Penalty 2425.406476 = -185309.863025
  nChanged 28
		SP:Iteration 23Q (60171.540000 sec): 3 clusters
  Score: Raw -187759.954544 + Penalty 2425.406476 = -185334.548068
  nChanged 23
		SP:Iteration 24Q (60171.690000 sec): 3 clusters
  Score: Raw -187784.208987 + Penalty 2425.406476 = -185358.802511
  nChanged 22
		SP:Iteration 25Q (60171.890000 sec): 3 clusters
  Score: Raw -187807.146717 + Penalty 2425.406476 = -185381.740241
  nChanged 25
		SP:Iteration 26Q (60172.090000 sec): 3 clusters
  Score: Raw -187827.387749 + Penalty 2425.406476 = -185401.981273
  nChanged 20
		SP:Iteration 27Q (60172.310000 sec): 3 clusters
  Score: Raw -187846.714104 + Penalty 2425.406476 = -185421.307628
  nChanged 21
		SP:Iteration 28Q (60172.480000 sec): 3 clusters
  Score: Raw -187864.524650 + Penalty 2425.406476 = -185439.118173
  nChanged 17
		SP:Iteration 29Q (60172.650000 sec): 3 clusters
  Score: Raw -187879.914216 + Penalty 2425.406476 = -185454.507740
  nChanged 17
		SP:Iteration 30Q (60172.810000 sec): 3 clusters
  Score: Raw -187892.080269 + Penalty 2425.406476 = -185466.673793
  nChanged 14
		SP:Iteration 31Q (60173.020000 sec): 3 clusters
  Score: Raw -187904.709384 + Penalty 2425.406476 = -185479.302907
  nChanged 12
		SP:Iteration 32Q (60173.180000 sec): 3 clusters
  Score: Raw -187914.456493 + Penalty 2425.406476 = -185489.050017
  nChanged 9
		SP:Iteration 33Q (60173.340000 sec): 3 clusters
  Score: Raw -187930.695425 + Penalty 2425.406476 = -185505.288949
  nChanged 11
		SP:Iteration 34Q (60173.530000 sec): 3 clusters
  Score: Raw -187939.631105 + Penalty 2425.406476 = -185514.224628
  nChanged 6
		SP:Iteration 35Q (60173.690000 sec): 3 clusters
  Score: Raw -187947.637673 + Penalty 2425.406476 = -185522.231197
  nChanged 9
		SP:Iteration 36Q (60173.870000 sec): 3 clusters
  Score: Raw -187955.409580 + Penalty 2425.406476 = -185530.003104
  nChanged 4
		SP:Iteration 37Q (60174.060000 sec): 3 clusters
  Score: Raw -187958.655457 + Penalty 2425.406476 = -185533.248981
  nChanged 2
		SP:Iteration 38Q (60174.270000 sec): 3 clusters
  Score: Raw -187959.428131 + Penalty 2425.406476 = -185534.021654
  nChanged 0
		SP:Iteration 39F (60174.510000 sec): 3 clusters
  Score: Raw -187959.428131 + Penalty 2425.406476 = -185534.021654
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 38 (7624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60174.660000 sec): 2 clusters
  Score: Raw -881616.117247 + Penalty 1452.596672 = -880163.520574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60174.930000 sec): 3 clusters
  Score: Raw -877477.850019 + Penalty 2905.193345 = -874572.656674
  nChanged 3214
		SP:Iteration 1F (60175.220000 sec): 3 clusters
  Score: Raw -879400.144567 + Penalty 2905.193345 = -876494.951223
  nChanged 524
		SP:Iteration 2F (60175.450000 sec): 3 clusters
  Score: Raw -879705.647786 + Penalty 2905.193345 = -876800.454441
  nChanged 421
		SP:Iteration 3F (60175.710000 sec): 3 clusters
  Score: Raw -879931.596167 + Penalty 2905.193345 = -877026.402823
  nChanged 347
		SP:Iteration 4Q (60175.960000 sec): 3 clusters
  Score: Raw -880130.441300 + Penalty 2905.193345 = -877225.247955
  nChanged 324
		SP:Iteration 5Q (60176.230000 sec): 3 clusters
  Score: Raw -880319.399406 + Penalty 2905.193345 = -877414.206061
  nChanged 302
		SP:Iteration 6Q (60176.470000 sec): 3 clusters
  Score: Raw -880493.920036 + Penalty 2905.193345 = -877588.726691
  nChanged 308
		SP:Iteration 7Q (60176.690000 sec): 3 clusters
  Score: Raw -880660.428932 + Penalty 2905.193345 = -877755.235587
  nChanged 298
		SP:Iteration 8Q (60176.930000 sec): 3 clusters
  Score: Raw -880819.374300 + Penalty 2905.193345 = -877914.180955
  nChanged 282
		SP:Iteration 9Q (60177.190000 sec): 3 clusters
  Score: Raw -880964.543462 + Penalty 2905.193345 = -878059.350118
  nChanged 267
		SP:Iteration 10Q (60177.430000 sec): 3 clusters
  Score: Raw -881084.288790 + Penalty 2905.193345 = -878179.095445
  nChanged 227
		SP:Iteration 11Q (60177.680000 sec): 3 clusters
  Score: Raw -881177.523123 + Penalty 2905.193345 = -878272.329778
  nChanged 178
		SP:Iteration 12Q (60177.950000 sec): 3 clusters
  Score: Raw -881249.368226 + Penalty 2905.193345 = -878344.174881
  nChanged 164
		SP:Iteration 13Q (60178.200000 sec): 3 clusters
  Score: Raw -881314.657603 + Penalty 2905.193345 = -878409.464258
  nChanged 140
		SP:Iteration 14Q (60178.400000 sec): 3 clusters
  Score: Raw -881372.848380 + Penalty 2905.193345 = -878467.655036
  nChanged 124
		SP:Iteration 15Q (60178.620000 sec): 3 clusters
  Score: Raw -881418.788374 + Penalty 2905.193345 = -878513.595029
  nChanged 101
		SP:Iteration 16Q (60178.870000 sec): 3 clusters
  Score: Raw -881450.400044 + Penalty 2905.193345 = -878545.206699
  nChanged 89
		SP:Iteration 17Q (60179.120000 sec): 3 clusters
  Score: Raw -881479.569919 + Penalty 2905.193345 = -878574.376574
  nChanged 76
		SP:Iteration 18Q (60179.350000 sec): 3 clusters
  Score: Raw -881500.964703 + Penalty 2905.193345 = -878595.771358
  nChanged 74
		SP:Iteration 19Q (60179.590000 sec): 3 clusters
  Score: Raw -881521.057414 + Penalty 2905.193345 = -878615.864070
  nChanged 60
		SP:Iteration 20F (60179.850000 sec): 3 clusters
  Score: Raw -881537.784255 + Penalty 2905.193345 = -878632.590910
  nChanged 58
		SP:Iteration 21Q (60180.030000 sec): 3 clusters
  Score: Raw -881557.589379 + Penalty 2905.193345 = -878652.396034
  nChanged 55
		SP:Iteration 22Q (60180.300000 sec): 3 clusters
  Score: Raw -881573.852656 + Penalty 2905.193345 = -878668.659311
  nChanged 47
		SP:Iteration 23Q (60180.520000 sec): 3 clusters
  Score: Raw -881584.878643 + Penalty 2905.193345 = -878679.685299
  nChanged 38
		SP:Iteration 24Q (60180.760000 sec): 3 clusters
  Score: Raw -881595.343021 + Penalty 2905.193345 = -878690.149677
  nChanged 40
		SP:Iteration 25Q (60181.020000 sec): 3 clusters
  Score: Raw -881605.884854 + Penalty 2905.193345 = -878700.691510
  nChanged 44
		SP:Iteration 26Q (60181.230000 sec): 3 clusters
  Score: Raw -881617.371489 + Penalty 2905.193345 = -878712.178144
  nChanged 48
		SP:Iteration 27Q (60181.460000 sec): 3 clusters
  Score: Raw -881631.063562 + Penalty 2905.193345 = -878725.870217
  nChanged 46
		SP:Iteration 28Q (60181.670000 sec): 3 clusters
  Score: Raw -881646.658686 + Penalty 2905.193345 = -878741.465341
  nChanged 49
		SP:Iteration 29Q (60181.950000 sec): 3 clusters
  Score: Raw -881664.120084 + Penalty 2905.193345 = -878758.926739
  nChanged 55
		SP:Iteration 30Q (60182.160000 sec): 3 clusters
  Score: Raw -881682.530315 + Penalty 2905.193345 = -878777.336971
  nChanged 48
		SP:Iteration 31Q (60182.390000 sec): 3 clusters
  Score: Raw -881697.479326 + Penalty 2905.193345 = -878792.285981
  nChanged 40
		SP:Iteration 32Q (60182.670000 sec): 3 clusters
  Score: Raw -881711.104210 + Penalty 2905.193345 = -878805.910865
  nChanged 41
		SP:Iteration 33Q (60182.840000 sec): 3 clusters
  Score: Raw -881724.543958 + Penalty 2905.193345 = -878819.350613
  nChanged 46
		SP:Iteration 34Q (60183.100000 sec): 3 clusters
  Score: Raw -881742.431032 + Penalty 2905.193345 = -878837.237688
  nChanged 63
		SP:Iteration 35Q (60183.300000 sec): 3 clusters
  Score: Raw -881770.260524 + Penalty 2905.193345 = -878865.067179
  nChanged 71
		SP:Iteration 36Q (60183.510000 sec): 3 clusters
  Score: Raw -881800.054053 + Penalty 2905.193345 = -878894.860708
  nChanged 67
		SP:Iteration 37Q (60183.740000 sec): 3 clusters
  Score: Raw -881826.468403 + Penalty 2905.193345 = -878921.275058
  nChanged 51
		SP:Iteration 38Q (60183.920000 sec): 3 clusters
  Score: Raw -881843.725553 + Penalty 2905.193345 = -878938.532208
  nChanged 42
		SP:Iteration 39Q (60184.110000 sec): 3 clusters
  Score: Raw -881859.786064 + Penalty 2905.193345 = -878954.592719
  nChanged 48
		SP:Iteration 40F (60184.320000 sec): 3 clusters
  Score: Raw -881879.906225 + Penalty 2905.193345 = -878974.712880
  nChanged 41
		SP:Iteration 41Q (60184.530000 sec): 3 clusters
  Score: Raw -881897.101823 + Penalty 2905.193345 = -878991.908478
  nChanged 42
		SP:Iteration 42Q (60184.760000 sec): 3 clusters
  Score: Raw -881915.160258 + Penalty 2905.193345 = -879009.966914
  nChanged 41
		SP:Iteration 43Q (60184.970000 sec): 3 clusters
  Score: Raw -881927.472701 + Penalty 2905.193345 = -879022.279356
  nChanged 33
		SP:Iteration 44Q (60185.140000 sec): 3 clusters
  Score: Raw -881936.520884 + Penalty 2905.193345 = -879031.327539
  nChanged 24
		SP:Iteration 45Q (60185.390000 sec): 3 clusters
  Score: Raw -881943.582887 + Penalty 2905.193345 = -879038.389542
  nChanged 23
		SP:Iteration 46Q (60185.590000 sec): 3 clusters
  Score: Raw -881951.805211 + Penalty 2905.193345 = -879046.611867
  nChanged 24
		SP:Iteration 47Q (60185.800000 sec): 3 clusters
  Score: Raw -881958.358237 + Penalty 2905.193345 = -879053.164893
  nChanged 18
		SP:Iteration 48Q (60186.040000 sec): 3 clusters
  Score: Raw -881963.450778 + Penalty 2905.193345 = -879058.257434
  nChanged 17
		SP:Iteration 49Q (60186.270000 sec): 3 clusters
  Score: Raw -881968.841500 + Penalty 2905.193345 = -879063.648155
  nChanged 20
		SP:Iteration 50Q (60186.530000 sec): 3 clusters
  Score: Raw -881975.629853 + Penalty 2905.193345 = -879070.436508
  nChanged 28
		SP:Iteration 51Q (60186.720000 sec): 3 clusters
  Score: Raw -881984.621726 + Penalty 2905.193345 = -879079.428381
  nChanged 24
		SP:Iteration 52Q (60186.990000 sec): 3 clusters
  Score: Raw -881994.266936 + Penalty 2905.193345 = -879089.073591
  nChanged 23
		SP:Iteration 53Q (60187.260000 sec): 3 clusters
  Score: Raw -882003.408811 + Penalty 2905.193345 = -879098.215466
  nChanged 26
		SP:Iteration 54Q (60187.430000 sec): 3 clusters
  Score: Raw -882012.808265 + Penalty 2905.193345 = -879107.614920
  nChanged 24
		SP:Iteration 55Q (60187.660000 sec): 3 clusters
  Score: Raw -882020.303942 + Penalty 2905.193345 = -879115.110597
  nChanged 14
		SP:Iteration 56Q (60187.850000 sec): 3 clusters
  Score: Raw -882023.505535 + Penalty 2905.193345 = -879118.312191
  nChanged 9
		SP:Iteration 57Q (60188.070000 sec): 3 clusters
  Score: Raw -882024.852146 + Penalty 2905.193345 = -879119.658801
  nChanged 2
		SP:Iteration 58Q (60188.310000 sec): 3 clusters
  Score: Raw -882024.978892 + Penalty 2905.193345 = -879119.785548
  nChanged 3
		SP:Iteration 59Q (60188.540000 sec): 3 clusters
  Score: Raw -882025.410996 + Penalty 2905.193345 = -879120.217651
  nChanged 2
		SP:Iteration 60F (60188.730000 sec): 3 clusters
  Score: Raw -882025.685441 + Penalty 2905.193345 = -879120.492097
  nChanged 2
		SP:Iteration 61Q (60188.960000 sec): 3 clusters
  Score: Raw -882025.899302 + Penalty 2905.193345 = -879120.705957
  nChanged 0
		SP:Iteration 62F (60189.200000 sec): 3 clusters
  Score: Raw -882025.899302 + Penalty 2905.193345 = -879120.705957
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 39 (5373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60189.290000 sec): 2 clusters
  Score: Raw -586046.625619 + Penalty 1395.735525 = -584650.890094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60189.530000 sec): 3 clusters
  Score: Raw -583263.297050 + Penalty 2791.471049 = -580471.826000
  nChanged 2212
		SP:Iteration 1F (60189.760000 sec): 3 clusters
  Score: Raw -584657.978282 + Penalty 2791.471049 = -581866.507233
  nChanged 475
		SP:Iteration 2F (60189.970000 sec): 3 clusters
  Score: Raw -585088.185910 + Penalty 2791.471049 = -582296.714860
  nChanged 464
		SP:Iteration 3F (60190.210000 sec): 3 clusters
  Score: Raw -585519.513524 + Penalty 2791.471049 = -582728.042475
  nChanged 399
		SP:Iteration 4F (60190.400000 sec): 3 clusters
  Score: Raw -585844.181318 + Penalty 2791.471049 = -583052.710268
  nChanged 342
		SP:Iteration 5F (60190.610000 sec): 3 clusters
  Score: Raw -586080.673302 + Penalty 2791.471049 = -583289.202252
  nChanged 229
		SP:Iteration 6Q (60190.820000 sec): 3 clusters
  Score: Raw -586226.920889 + Penalty 2791.471049 = -583435.449840
  nChanged 195
		SP:Iteration 7Q (60191.050000 sec): 3 clusters
  Score: Raw -586348.773001 + Penalty 2791.471049 = -583557.301951
  nChanged 169
		SP:Iteration 8Q (60191.250000 sec): 3 clusters
  Score: Raw -586462.054991 + Penalty 2791.471049 = -583670.583942
  nChanged 121
		SP:Iteration 9Q (60191.460000 sec): 3 clusters
  Score: Raw -586538.533660 + Penalty 2791.471049 = -583747.062611
  nChanged 89
		SP:Iteration 10Q (60191.660000 sec): 3 clusters
  Score: Raw -586586.776865 + Penalty 2791.471049 = -583795.305816
  nChanged 79
		SP:Iteration 11Q (60191.830000 sec): 3 clusters
  Score: Raw -586627.900158 + Penalty 2791.471049 = -583836.429109
  nChanged 63
		SP:Iteration 12Q (60192.050000 sec): 3 clusters
  Score: Raw -586661.435180 + Penalty 2791.471049 = -583869.964130
  nChanged 55
		SP:Iteration 13Q (60192.240000 sec): 3 clusters
  Score: Raw -586691.919059 + Penalty 2791.471049 = -583900.448010
  nChanged 54
		SP:Iteration 14Q (60192.430000 sec): 3 clusters
  Score: Raw -586715.980463 + Penalty 2791.471049 = -583924.509414
  nChanged 41
		SP:Iteration 15Q (60192.610000 sec): 3 clusters
  Score: Raw -586733.125449 + Penalty 2791.471049 = -583941.654400
  nChanged 27
		SP:Iteration 16Q (60192.800000 sec): 3 clusters
  Score: Raw -586743.113431 + Penalty 2791.471049 = -583951.642382
  nChanged 19
		SP:Iteration 17Q (60192.990000 sec): 3 clusters
  Score: Raw -586751.564577 + Penalty 2791.471049 = -583960.093527
  nChanged 21
		SP:Iteration 18Q (60193.170000 sec): 3 clusters
  Score: Raw -586760.213537 + Penalty 2791.471049 = -583968.742487
  nChanged 22
		SP:Iteration 19Q (60193.360000 sec): 3 clusters
  Score: Raw -586766.685685 + Penalty 2791.471049 = -583975.214636
  nChanged 17
		SP:Iteration 20F (60193.530000 sec): 3 clusters
  Score: Raw -586772.718552 + Penalty 2791.471049 = -583981.247503
  nChanged 10
		SP:Iteration 21Q (60193.750000 sec): 3 clusters
  Score: Raw -586775.037837 + Penalty 2791.471049 = -583983.566787
  nChanged 9
		SP:Iteration 22Q (60193.940000 sec): 3 clusters
  Score: Raw -586777.386295 + Penalty 2791.471049 = -583985.915246
  nChanged 6
		SP:Iteration 23Q (60194.130000 sec): 3 clusters
  Score: Raw -586778.718390 + Penalty 2791.471049 = -583987.247340
  nChanged 4
		SP:Iteration 24Q (60194.310000 sec): 3 clusters
  Score: Raw -586779.949160 + Penalty 2791.471049 = -583988.478111
  nChanged 3
		SP:Iteration 25Q (60194.510000 sec): 3 clusters
  Score: Raw -586780.878889 + Penalty 2791.471049 = -583989.407840
  nChanged 2
		SP:Iteration 26Q (60194.770000 sec): 3 clusters
  Score: Raw -586781.394986 + Penalty 2791.471049 = -583989.923936
  nChanged 0
		SP:Iteration 27F (60194.950000 sec): 3 clusters
  Score: Raw -586781.394986 + Penalty 2791.471049 = -583989.923936
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 40 (5894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60195.070000 sec): 2 clusters
  Score: Raw -610056.657879 + Penalty 1410.774652 = -608645.883227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60195.250000 sec): 3 clusters
  Score: Raw -606971.640675 + Penalty 2821.549303 = -604150.091371
  nChanged 2402
		SP:Iteration 1F (60195.450000 sec): 3 clusters
  Score: Raw -608417.513183 + Penalty 2821.549303 = -605595.963880
  nChanged 472
		SP:Iteration 2F (60195.630000 sec): 3 clusters
  Score: Raw -608823.767537 + Penalty 2821.549303 = -606002.218234
  nChanged 418
		SP:Iteration 3F (60195.880000 sec): 3 clusters
  Score: Raw -609161.688723 + Penalty 2821.549303 = -606340.139420
  nChanged 372
		SP:Iteration 4F (60196.030000 sec): 3 clusters
  Score: Raw -609463.441353 + Penalty 2821.549303 = -606641.892050
  nChanged 338
		SP:Iteration 5F (60196.260000 sec): 3 clusters
  Score: Raw -609742.635595 + Penalty 2821.549303 = -606921.086292
  nChanged 308
		SP:Iteration 6F (60196.470000 sec): 3 clusters
  Score: Raw -609968.518628 + Penalty 2821.549303 = -607146.969325
  nChanged 242
		SP:Iteration 7Q (60196.630000 sec): 3 clusters
  Score: Raw -610122.449143 + Penalty 2821.549303 = -607300.899840
  nChanged 201
		SP:Iteration 8Q (60196.830000 sec): 3 clusters
  Score: Raw -610224.545288 + Penalty 2821.549303 = -607402.995985
  nChanged 174
		SP:Iteration 9Q (60197.070000 sec): 3 clusters
  Score: Raw -610321.460092 + Penalty 2821.549303 = -607499.910789
  nChanged 150
		SP:Iteration 10Q (60197.290000 sec): 3 clusters
  Score: Raw -610400.556117 + Penalty 2821.549303 = -607579.006814
  nChanged 129
		SP:Iteration 11Q (60197.510000 sec): 3 clusters
  Score: Raw -610463.133352 + Penalty 2821.549303 = -607641.584049
  nChanged 109
		SP:Iteration 12Q (60197.710000 sec): 3 clusters
  Score: Raw -610516.831699 + Penalty 2821.549303 = -607695.282396
  nChanged 96
		SP:Iteration 13Q (60197.890000 sec): 3 clusters
  Score: Raw -610562.888079 + Penalty 2821.549303 = -607741.338776
  nChanged 87
		SP:Iteration 14Q (60198.110000 sec): 3 clusters
  Score: Raw -610599.084936 + Penalty 2821.549303 = -607777.535633
  nChanged 83
		SP:Iteration 15Q (60198.370000 sec): 3 clusters
  Score: Raw -610633.568483 + Penalty 2821.549303 = -607812.019180
  nChanged 82
		SP:Iteration 16Q (60198.580000 sec): 3 clusters
  Score: Raw -610671.714131 + Penalty 2821.549303 = -607850.164828
  nChanged 93
		SP:Iteration 17Q (60198.760000 sec): 3 clusters
  Score: Raw -610719.858773 + Penalty 2821.549303 = -607898.309470
  nChanged 80
		SP:Iteration 18Q (60198.960000 sec): 3 clusters
  Score: Raw -610764.375800 + Penalty 2821.549303 = -607942.826497
  nChanged 77
		SP:Iteration 19Q (60199.190000 sec): 3 clusters
  Score: Raw -610798.773208 + Penalty 2821.549303 = -607977.223905
  nChanged 63
		SP:Iteration 20F (60199.400000 sec): 3 clusters
  Score: Raw -610822.114044 + Penalty 2821.549303 = -608000.564741
  nChanged 49
		SP:Iteration 21Q (60199.600000 sec): 3 clusters
  Score: Raw -610842.127718 + Penalty 2821.549303 = -608020.578415
  nChanged 46
		SP:Iteration 22Q (60199.780000 sec): 3 clusters
  Score: Raw -610861.590153 + Penalty 2821.549303 = -608040.040850
  nChanged 40
		SP:Iteration 23Q (60199.950000 sec): 3 clusters
  Score: Raw -610877.624969 + Penalty 2821.549303 = -608056.075666
  nChanged 40
		SP:Iteration 24Q (60200.180000 sec): 3 clusters
  Score: Raw -610891.943871 + Penalty 2821.549303 = -608070.394568
  nChanged 31
		SP:Iteration 25Q (60200.370000 sec): 3 clusters
  Score: Raw -610901.939389 + Penalty 2821.549303 = -608080.390085
  nChanged 22
		SP:Iteration 26Q (60200.570000 sec): 3 clusters
  Score: Raw -610910.576838 + Penalty 2821.549303 = -608089.027535
  nChanged 23
		SP:Iteration 27Q (60200.750000 sec): 3 clusters
  Score: Raw -610919.301979 + Penalty 2821.549303 = -608097.752676
  nChanged 18
		SP:Iteration 28Q (60200.930000 sec): 3 clusters
  Score: Raw -610923.838619 + Penalty 2821.549303 = -608102.289316
  nChanged 13
		SP:Iteration 29Q (60201.120000 sec): 3 clusters
  Score: Raw -610927.135824 + Penalty 2821.549303 = -608105.586521
  nChanged 13
		SP:Iteration 30Q (60201.320000 sec): 3 clusters
  Score: Raw -610930.820154 + Penalty 2821.549303 = -608109.270851
  nChanged 13
		SP:Iteration 31Q (60201.490000 sec): 3 clusters
  Score: Raw -610935.452606 + Penalty 2821.549303 = -608113.903303
  nChanged 12
		SP:Iteration 32Q (60201.690000 sec): 3 clusters
  Score: Raw -610939.678849 + Penalty 2821.549303 = -608118.129546
  nChanged 17
		SP:Iteration 33Q (60201.890000 sec): 3 clusters
  Score: Raw -610944.261376 + Penalty 2821.549303 = -608122.712073
  nChanged 15
		SP:Iteration 34Q (60202.090000 sec): 3 clusters
  Score: Raw -610949.103123 + Penalty 2821.549303 = -608127.553820
  nChanged 6
		SP:Iteration 35Q (60202.290000 sec): 3 clusters
  Score: Raw -610950.567153 + Penalty 2821.549303 = -608129.017850
  nChanged 7
		SP:Iteration 36Q (60202.500000 sec): 3 clusters
  Score: Raw -610952.165508 + Penalty 2821.549303 = -608130.616205
  nChanged 2
		SP:Iteration 37Q (60202.670000 sec): 3 clusters
  Score: Raw -610952.933733 + Penalty 2821.549303 = -608131.384430
  nChanged 5
		SP:Iteration 38Q (60202.930000 sec): 3 clusters
  Score: Raw -610954.107171 + Penalty 2821.549303 = -608132.557868
  nChanged 9
		SP:Iteration 39Q (60203.120000 sec): 3 clusters
  Score: Raw -610956.049316 + Penalty 2821.549303 = -608134.500013
  nChanged 5
		SP:Iteration 40F (60203.350000 sec): 3 clusters
  Score: Raw -610957.021305 + Penalty 2821.549303 = -608135.472002
  nChanged 2
		SP:Iteration 41Q (60203.580000 sec): 3 clusters
  Score: Raw -610957.432372 + Penalty 2821.549303 = -608135.883069
  nChanged 4
		SP:Iteration 42Q (60203.800000 sec): 3 clusters
  Score: Raw -610958.459811 + Penalty 2821.549303 = -608136.910508
  nChanged 1
		SP:Iteration 43Q (60204.040000 sec): 3 clusters
  Score: Raw -610958.639350 + Penalty 2821.549303 = -608137.090047
  nChanged 2
		SP:Iteration 44Q (60204.270000 sec): 3 clusters
  Score: Raw -610958.812554 + Penalty 2821.549303 = -608137.263251
  nChanged 0
		SP:Iteration 45F (60204.500000 sec): 3 clusters
  Score: Raw -610958.812554 + Penalty 2821.549303 = -608137.263251
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 41 (4250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60204.630000 sec): 2 clusters
  Score: Raw -515998.221110 + Penalty 1357.634568 = -514640.586543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60204.900000 sec): 3 clusters
  Score: Raw -513869.439528 + Penalty 2715.269135 = -511154.170393
  nChanged 1682
		SP:Iteration 1F (60205.090000 sec): 3 clusters
  Score: Raw -514776.604985 + Penalty 2715.269135 = -512061.335850
  nChanged 294
		SP:Iteration 2F (60205.330000 sec): 3 clusters
  Score: Raw -514943.813223 + Penalty 2715.269135 = -512228.544088
  nChanged 224
		SP:Iteration 3F (60205.530000 sec): 3 clusters
  Score: Raw -515068.735954 + Penalty 2715.269135 = -512353.466819
  nChanged 181
		SP:Iteration 4Q (60205.720000 sec): 3 clusters
  Score: Raw -515161.202890 + Penalty 2715.269135 = -512445.933755
  nChanged 140
		SP:Iteration 5Q (60205.900000 sec): 3 clusters
  Score: Raw -515223.566698 + Penalty 2715.269135 = -512508.297563
  nChanged 115
		SP:Iteration 6Q (60206.100000 sec): 3 clusters
  Score: Raw -515278.847583 + Penalty 2715.269135 = -512563.578447
  nChanged 122
		SP:Iteration 7Q (60206.330000 sec): 3 clusters
  Score: Raw -515338.068913 + Penalty 2715.269135 = -512622.799778
  nChanged 107
		SP:Iteration 8Q (60206.490000 sec): 3 clusters
  Score: Raw -515383.142732 + Penalty 2715.269135 = -512667.873597
  nChanged 85
		SP:Iteration 9Q (60206.650000 sec): 3 clusters
  Score: Raw -515415.125962 + Penalty 2715.269135 = -512699.856827
  nChanged 79
		SP:Iteration 10Q (60206.820000 sec): 3 clusters
  Score: Raw -515450.620151 + Penalty 2715.269135 = -512735.351016
  nChanged 76
		SP:Iteration 11Q (60207.010000 sec): 3 clusters
  Score: Raw -515490.083534 + Penalty 2715.269135 = -512774.814399
  nChanged 79
		SP:Iteration 12Q (60207.210000 sec): 3 clusters
  Score: Raw -515527.178200 + Penalty 2715.269135 = -512811.909065
  nChanged 82
		SP:Iteration 13Q (60207.420000 sec): 3 clusters
  Score: Raw -515561.080543 + Penalty 2715.269135 = -512845.811408
  nChanged 77
		SP:Iteration 14Q (60207.600000 sec): 3 clusters
  Score: Raw -515599.503415 + Penalty 2715.269135 = -512884.234280
  nChanged 55
		SP:Iteration 15Q (60207.800000 sec): 3 clusters
  Score: Raw -515627.441564 + Penalty 2715.269135 = -512912.172429
  nChanged 70
		SP:Iteration 16Q (60208.000000 sec): 3 clusters
  Score: Raw -515659.181023 + Penalty 2715.269135 = -512943.911888
  nChanged 54
		SP:Iteration 17Q (60208.220000 sec): 3 clusters
  Score: Raw -515685.123798 + Penalty 2715.269135 = -512969.854663
  nChanged 69
		SP:Iteration 18Q (60208.430000 sec): 3 clusters
  Score: Raw -515724.191735 + Penalty 2715.269135 = -513008.922599
  nChanged 71
		SP:Iteration 19Q (60208.630000 sec): 3 clusters
  Score: Raw -515759.462777 + Penalty 2715.269135 = -513044.193642
  nChanged 56
		SP:Iteration 20F (60208.810000 sec): 3 clusters
  Score: Raw -515782.911142 + Penalty 2715.269135 = -513067.642007
  nChanged 44
		SP:Iteration 21Q (60209.040000 sec): 3 clusters
  Score: Raw -515802.497764 + Penalty 2715.269135 = -513087.228629
  nChanged 52
		SP:Iteration 22Q (60209.260000 sec): 3 clusters
  Score: Raw -515824.305425 + Penalty 2715.269135 = -513109.036290
  nChanged 38
		SP:Iteration 23Q (60209.410000 sec): 3 clusters
  Score: Raw -515843.773185 + Penalty 2715.269135 = -513128.504050
  nChanged 35
		SP:Iteration 24Q (60209.640000 sec): 3 clusters
  Score: Raw -515860.182547 + Penalty 2715.269135 = -513144.913412
  nChanged 31
		SP:Iteration 25Q (60209.830000 sec): 3 clusters
  Score: Raw -515876.054252 + Penalty 2715.269135 = -513160.785117
  nChanged 38
		SP:Iteration 26Q (60210.040000 sec): 3 clusters
  Score: Raw -515893.541290 + Penalty 2715.269135 = -513178.272155
  nChanged 30
		SP:Iteration 27Q (60210.250000 sec): 3 clusters
  Score: Raw -515905.990491 + Penalty 2715.269135 = -513190.721356
  nChanged 33
		SP:Iteration 28Q (60210.480000 sec): 3 clusters
  Score: Raw -515922.194743 + Penalty 2715.269135 = -513206.925608
  nChanged 40
		SP:Iteration 29Q (60210.650000 sec): 3 clusters
  Score: Raw -515942.294628 + Penalty 2715.269135 = -513227.025493
  nChanged 35
		SP:Iteration 30Q (60210.880000 sec): 3 clusters
  Score: Raw -515959.087564 + Penalty 2715.269135 = -513243.818429
  nChanged 28
		SP:Iteration 31Q (60211.050000 sec): 3 clusters
  Score: Raw -515969.331956 + Penalty 2715.269135 = -513254.062821
  nChanged 20
		SP:Iteration 32Q (60211.250000 sec): 3 clusters
  Score: Raw -515976.435955 + Penalty 2715.269135 = -513261.166820
  nChanged 12
		SP:Iteration 33Q (60211.430000 sec): 3 clusters
  Score: Raw -515983.042282 + Penalty 2715.269135 = -513267.773147
  nChanged 20
		SP:Iteration 34Q (60211.590000 sec): 3 clusters
  Score: Raw -515994.042621 + Penalty 2715.269135 = -513278.773486
  nChanged 21
		SP:Iteration 35Q (60211.780000 sec): 3 clusters
  Score: Raw -516004.149989 + Penalty 2715.269135 = -513288.880854
  nChanged 20
		SP:Iteration 36Q (60211.950000 sec): 3 clusters
  Score: Raw -516012.505969 + Penalty 2715.269135 = -513297.236834
  nChanged 15
		SP:Iteration 37Q (60212.130000 sec): 3 clusters
  Score: Raw -516017.911300 + Penalty 2715.269135 = -513302.642165
  nChanged 14
		SP:Iteration 38Q (60212.310000 sec): 3 clusters
  Score: Raw -516023.512519 + Penalty 2715.269135 = -513308.243384
  nChanged 12
		SP:Iteration 39Q (60212.520000 sec): 3 clusters
  Score: Raw -516027.136104 + Penalty 2715.269135 = -513311.866969
  nChanged 13
		SP:Iteration 40F (60212.690000 sec): 3 clusters
  Score: Raw -516030.549988 + Penalty 2715.269135 = -513315.280853
  nChanged 8
		SP:Iteration 41Q (60212.890000 sec): 3 clusters
  Score: Raw -516033.707085 + Penalty 2715.269135 = -513318.437950
  nChanged 11
		SP:Iteration 42Q (60213.060000 sec): 3 clusters
  Score: Raw -516038.618943 + Penalty 2715.269135 = -513323.349807
  nChanged 14
		SP:Iteration 43Q (60213.270000 sec): 3 clusters
  Score: Raw -516044.733138 + Penalty 2715.269135 = -513329.464002
  nChanged 15
		SP:Iteration 44Q (60213.470000 sec): 3 clusters
  Score: Raw -516051.953995 + Penalty 2715.269135 = -513336.684860
  nChanged 15
		SP:Iteration 45Q (60213.680000 sec): 3 clusters
  Score: Raw -516057.804544 + Penalty 2715.269135 = -513342.535409
  nChanged 11
		SP:Iteration 46Q (60213.870000 sec): 3 clusters
  Score: Raw -516061.888947 + Penalty 2715.269135 = -513346.619812
  nChanged 7
		SP:Iteration 47Q (60214.130000 sec): 3 clusters
  Score: Raw -516064.630508 + Penalty 2715.269135 = -513349.361373
  nChanged 6
		SP:Iteration 48Q (60214.350000 sec): 3 clusters
  Score: Raw -516067.228033 + Penalty 2715.269135 = -513351.958898
  nChanged 5
		SP:Iteration 49Q (60214.570000 sec): 3 clusters
  Score: Raw -516069.439582 + Penalty 2715.269135 = -513354.170447
  nChanged 4
		SP:Iteration 50Q (60214.720000 sec): 3 clusters
  Score: Raw -516071.840474 + Penalty 2715.269135 = -513356.571339
  nChanged 8
		SP:Iteration 51Q (60214.940000 sec): 3 clusters
  Score: Raw -516075.000781 + Penalty 2715.269135 = -513359.731646
  nChanged 9
		SP:Iteration 52Q (60215.100000 sec): 3 clusters
  Score: Raw -516080.616162 + Penalty 2715.269135 = -513365.347027
  nChanged 8
		SP:Iteration 53Q (60215.280000 sec): 3 clusters
  Score: Raw -516084.494504 + Penalty 2715.269135 = -513369.225369
  nChanged 11
		SP:Iteration 54Q (60215.460000 sec): 3 clusters
  Score: Raw -516088.725033 + Penalty 2715.269135 = -513373.455898
  nChanged 8
		SP:Iteration 55Q (60215.660000 sec): 3 clusters
  Score: Raw -516092.566512 + Penalty 2715.269135 = -513377.297377
  nChanged 15
		SP:Iteration 56Q (60215.840000 sec): 3 clusters
  Score: Raw -516101.097589 + Penalty 2715.269135 = -513385.828454
  nChanged 7
		SP:Iteration 57Q (60216.040000 sec): 3 clusters
  Score: Raw -516106.212049 + Penalty 2715.269135 = -513390.942914
  nChanged 10
		SP:Iteration 58Q (60216.180000 sec): 3 clusters
  Score: Raw -516109.362965 + Penalty 2715.269135 = -513394.093830
  nChanged 9
		SP:Iteration 59Q (60216.400000 sec): 3 clusters
  Score: Raw -516113.887855 + Penalty 2715.269135 = -513398.618720
  nChanged 14
		SP:Iteration 60F (60216.560000 sec): 3 clusters
  Score: Raw -516120.566201 + Penalty 2715.269135 = -513405.297066
  nChanged 12
		SP:Iteration 61Q (60216.780000 sec): 3 clusters
  Score: Raw -516127.543876 + Penalty 2715.269135 = -513412.274740
  nChanged 8
		SP:Iteration 62Q (60216.950000 sec): 3 clusters
  Score: Raw -516131.166476 + Penalty 2715.269135 = -513415.897341
  nChanged 5
		SP:Iteration 63Q (60217.160000 sec): 3 clusters
  Score: Raw -516133.130100 + Penalty 2715.269135 = -513417.860965
  nChanged 5
		SP:Iteration 64Q (60217.370000 sec): 3 clusters
  Score: Raw -516135.197871 + Penalty 2715.269135 = -513419.928736
  nChanged 5
		SP:Iteration 65Q (60217.600000 sec): 3 clusters
  Score: Raw -516136.991563 + Penalty 2715.269135 = -513421.722428
  nChanged 3
		SP:Iteration 66Q (60217.780000 sec): 3 clusters
  Score: Raw -516138.287201 + Penalty 2715.269135 = -513423.018065
  nChanged 3
		SP:Iteration 67Q (60217.940000 sec): 3 clusters
  Score: Raw -516139.460063 + Penalty 2715.269135 = -513424.190928
  nChanged 2
		SP:Iteration 68Q (60218.120000 sec): 3 clusters
  Score: Raw -516140.437067 + Penalty 2715.269135 = -513425.167932
  nChanged 2
		SP:Iteration 69Q (60218.310000 sec): 3 clusters
  Score: Raw -516141.313326 + Penalty 2715.269135 = -513426.044191
  nChanged 2
		SP:Iteration 70Q (60218.460000 sec): 3 clusters
  Score: Raw -516141.905954 + Penalty 2715.269135 = -513426.636819
  nChanged 1
		SP:Iteration 71Q (60218.640000 sec): 3 clusters
  Score: Raw -516142.142665 + Penalty 2715.269135 = -513426.873529
  nChanged 1
		SP:Iteration 72Q (60218.830000 sec): 3 clusters
  Score: Raw -516142.486199 + Penalty 2715.269135 = -513427.217064
  nChanged 3
		SP:Iteration 73Q (60219.010000 sec): 3 clusters
  Score: Raw -516143.886216 + Penalty 2715.269135 = -513428.617081
  nChanged 2
		SP:Iteration 74Q (60219.200000 sec): 3 clusters
  Score: Raw -516144.808909 + Penalty 2715.269135 = -513429.539774
  nChanged 2
		SP:Iteration 75Q (60219.360000 sec): 3 clusters
  Score: Raw -516145.604649 + Penalty 2715.269135 = -513430.335514
  nChanged 3
		SP:Iteration 76Q (60219.520000 sec): 3 clusters
  Score: Raw -516146.694373 + Penalty 2715.269135 = -513431.425238
  nChanged 3
		SP:Iteration 77Q (60219.710000 sec): 3 clusters
  Score: Raw -516147.569535 + Penalty 2715.269135 = -513432.300400
  nChanged 3
		SP:Iteration 78Q (60219.920000 sec): 3 clusters
  Score: Raw -516149.020780 + Penalty 2715.269135 = -513433.751644
  nChanged 5
		SP:Iteration 79Q (60220.130000 sec): 3 clusters
  Score: Raw -516150.824068 + Penalty 2715.269135 = -513435.554933
  nChanged 9
		SP:Iteration 80F (60220.340000 sec): 3 clusters
  Score: Raw -516155.384635 + Penalty 2715.269135 = -513440.115500
  nChanged 10
		SP:Iteration 81Q (60220.540000 sec): 3 clusters
  Score: Raw -516160.705499 + Penalty 2715.269135 = -513445.436363
  nChanged 8
		SP:Iteration 82Q (60220.740000 sec): 3 clusters
  Score: Raw -516165.524532 + Penalty 2715.269135 = -513450.255397
  nChanged 10
		SP:Iteration 83Q (60220.940000 sec): 3 clusters
  Score: Raw -516169.523952 + Penalty 2715.269135 = -513454.254817
  nChanged 8
		SP:Iteration 84Q (60221.090000 sec): 3 clusters
  Score: Raw -516172.629275 + Penalty 2715.269135 = -513457.360140
  nChanged 8
		SP:Iteration 85Q (60221.300000 sec): 3 clusters
  Score: Raw -516176.065488 + Penalty 2715.269135 = -513460.796353
  nChanged 7
		SP:Iteration 86Q (60221.520000 sec): 3 clusters
  Score: Raw -516180.032679 + Penalty 2715.269135 = -513464.763544
  nChanged 8
		SP:Iteration 87Q (60221.690000 sec): 3 clusters
  Score: Raw -516184.013538 + Penalty 2715.269135 = -513468.744403
  nChanged 3
		SP:Iteration 88Q (60221.860000 sec): 3 clusters
  Score: Raw -516185.079644 + Penalty 2715.269135 = -513469.810509
  nChanged 3
		SP:Iteration 89Q (60222.040000 sec): 3 clusters
  Score: Raw -516186.240469 + Penalty 2715.269135 = -513470.971334
  nChanged 1
		SP:Iteration 90Q (60222.220000 sec): 3 clusters
  Score: Raw -516186.501550 + Penalty 2715.269135 = -513471.232415
  nChanged 1
		SP:Iteration 91Q (60222.390000 sec): 3 clusters
  Score: Raw -516186.788513 + Penalty 2715.269135 = -513471.519378
  nChanged 0
		SP:Iteration 92F (60222.570000 sec): 3 clusters
  Score: Raw -516186.788513 + Penalty 2715.269135 = -513471.519378
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 42 (5702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60222.720000 sec): 2 clusters
  Score: Raw -694698.143059 + Penalty 1405.392994 = -693292.750066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60222.920000 sec): 3 clusters
  Score: Raw -691667.086285 + Penalty 2810.785988 = -688856.300298
  nChanged 2326
		SP:Iteration 1F (60223.150000 sec): 3 clusters
  Score: Raw -693025.374993 + Penalty 2810.785988 = -690214.589006
  nChanged 456
		SP:Iteration 2F (60223.310000 sec): 3 clusters
  Score: Raw -693345.817903 + Penalty 2810.785988 = -690535.031915
  nChanged 419
		SP:Iteration 3F (60223.500000 sec): 3 clusters
  Score: Raw -693693.991498 + Penalty 2810.785988 = -690883.205510
  nChanged 385
		SP:Iteration 4F (60223.710000 sec): 3 clusters
  Score: Raw -694011.846611 + Penalty 2810.785988 = -691201.060623
  nChanged 314
		SP:Iteration 5F (60223.900000 sec): 3 clusters
  Score: Raw -694230.075682 + Penalty 2810.785988 = -691419.289695
  nChanged 259
		SP:Iteration 6Q (60224.160000 sec): 3 clusters
  Score: Raw -694389.434309 + Penalty 2810.785988 = -691578.648321
  nChanged 188
		SP:Iteration 7Q (60224.360000 sec): 3 clusters
  Score: Raw -694483.731703 + Penalty 2810.785988 = -691672.945716
  nChanged 133
		SP:Iteration 8Q (60224.550000 sec): 3 clusters
  Score: Raw -694538.242432 + Penalty 2810.785988 = -691727.456445
  nChanged 85
		SP:Iteration 9Q (60224.790000 sec): 3 clusters
  Score: Raw -694573.308249 + Penalty 2810.785988 = -691762.522261
  nChanged 61
		SP:Iteration 10Q (60225.000000 sec): 3 clusters
  Score: Raw -694601.087943 + Penalty 2810.785988 = -691790.301956
  nChanged 60
		SP:Iteration 11Q (60225.200000 sec): 3 clusters
  Score: Raw -694627.473430 + Penalty 2810.785988 = -691816.687442
  nChanged 49
		SP:Iteration 12Q (60225.490000 sec): 3 clusters
  Score: Raw -694645.058497 + Penalty 2810.785988 = -691834.272509
  nChanged 41
		SP:Iteration 13Q (60225.690000 sec): 3 clusters
  Score: Raw -694659.486125 + Penalty 2810.785988 = -691848.700137
  nChanged 32
		SP:Iteration 14Q (60225.880000 sec): 3 clusters
  Score: Raw -694671.611229 + Penalty 2810.785988 = -691860.825242
  nChanged 30
		SP:Iteration 15Q (60226.070000 sec): 3 clusters
  Score: Raw -694681.904022 + Penalty 2810.785988 = -691871.118034
  nChanged 31
		SP:Iteration 16Q (60226.300000 sec): 3 clusters
  Score: Raw -694690.457811 + Penalty 2810.785988 = -691879.671824
  nChanged 27
		SP:Iteration 17Q (60226.480000 sec): 3 clusters
  Score: Raw -694701.703983 + Penalty 2810.785988 = -691890.917996
  nChanged 36
		SP:Iteration 18Q (60226.680000 sec): 3 clusters
  Score: Raw -694712.735190 + Penalty 2810.785988 = -691901.949202
  nChanged 24
		SP:Iteration 19Q (60226.890000 sec): 3 clusters
  Score: Raw -694721.899434 + Penalty 2810.785988 = -691911.113446
  nChanged 35
		SP:Iteration 20F (60227.060000 sec): 3 clusters
  Score: Raw -694734.230823 + Penalty 2810.785988 = -691923.444835
  nChanged 33
		SP:Iteration 21Q (60227.250000 sec): 3 clusters
  Score: Raw -694744.438114 + Penalty 2810.785988 = -691933.652126
  nChanged 28
		SP:Iteration 22Q (60227.470000 sec): 3 clusters
  Score: Raw -694755.641282 + Penalty 2810.785988 = -691944.855295
  nChanged 27
		SP:Iteration 23Q (60227.640000 sec): 3 clusters
  Score: Raw -694766.310888 + Penalty 2810.785988 = -691955.524900
  nChanged 34
		SP:Iteration 24Q (60227.830000 sec): 3 clusters
  Score: Raw -694776.959430 + Penalty 2810.785988 = -691966.173442
  nChanged 29
		SP:Iteration 25Q (60228.070000 sec): 3 clusters
  Score: Raw -694790.697579 + Penalty 2810.785988 = -691979.911591
  nChanged 29
		SP:Iteration 26Q (60228.220000 sec): 3 clusters
  Score: Raw -694801.834246 + Penalty 2810.785988 = -691991.048258
  nChanged 35
		SP:Iteration 27Q (60228.440000 sec): 3 clusters
  Score: Raw -694812.039719 + Penalty 2810.785988 = -692001.253731
  nChanged 22
		SP:Iteration 28Q (60228.630000 sec): 3 clusters
  Score: Raw -694819.193033 + Penalty 2810.785988 = -692008.407045
  nChanged 21
		SP:Iteration 29Q (60228.800000 sec): 3 clusters
  Score: Raw -694826.520423 + Penalty 2810.785988 = -692015.734435
  nChanged 17
		SP:Iteration 30Q (60229.000000 sec): 3 clusters
  Score: Raw -694831.578229 + Penalty 2810.785988 = -692020.792241
  nChanged 18
		SP:Iteration 31Q (60229.240000 sec): 3 clusters
  Score: Raw -694839.299602 + Penalty 2810.785988 = -692028.513615
  nChanged 13
		SP:Iteration 32Q (60229.400000 sec): 3 clusters
  Score: Raw -694844.798975 + Penalty 2810.785988 = -692034.012988
  nChanged 16
		SP:Iteration 33Q (60229.580000 sec): 3 clusters
  Score: Raw -694850.237990 + Penalty 2810.785988 = -692039.452002
  nChanged 18
		SP:Iteration 34Q (60229.840000 sec): 3 clusters
  Score: Raw -694855.384495 + Penalty 2810.785988 = -692044.598508
  nChanged 16
		SP:Iteration 35Q (60230.020000 sec): 3 clusters
  Score: Raw -694859.648213 + Penalty 2810.785988 = -692048.862225
  nChanged 13
		SP:Iteration 36Q (60230.220000 sec): 3 clusters
  Score: Raw -694862.982460 + Penalty 2810.785988 = -692052.196472
  nChanged 12
		SP:Iteration 37Q (60230.450000 sec): 3 clusters
  Score: Raw -694866.465341 + Penalty 2810.785988 = -692055.679353
  nChanged 15
		SP:Iteration 38Q (60230.690000 sec): 3 clusters
  Score: Raw -694871.361642 + Penalty 2810.785988 = -692060.575655
  nChanged 17
		SP:Iteration 39Q (60230.860000 sec): 3 clusters
  Score: Raw -694877.758544 + Penalty 2810.785988 = -692066.972556
  nChanged 24
		SP:Iteration 40F (60231.100000 sec): 3 clusters
  Score: Raw -694889.273712 + Penalty 2810.785988 = -692078.487725
  nChanged 30
		SP:Iteration 41Q (60231.330000 sec): 3 clusters
  Score: Raw -694904.253385 + Penalty 2810.785988 = -692093.467398
  nChanged 31
		SP:Iteration 42Q (60231.540000 sec): 3 clusters
  Score: Raw -694916.420073 + Penalty 2810.785988 = -692105.634086
  nChanged 25
		SP:Iteration 43Q (60231.750000 sec): 3 clusters
  Score: Raw -694927.143244 + Penalty 2810.785988 = -692116.357256
  nChanged 28
		SP:Iteration 44Q (60231.980000 sec): 3 clusters
  Score: Raw -694936.685749 + Penalty 2810.785988 = -692125.899761
  nChanged 19
		SP:Iteration 45Q (60232.240000 sec): 3 clusters
  Score: Raw -694946.880700 + Penalty 2810.785988 = -692136.094713
  nChanged 27
		SP:Iteration 46Q (60232.490000 sec): 3 clusters
  Score: Raw -694960.773588 + Penalty 2810.785988 = -692149.987601
  nChanged 29
		SP:Iteration 47Q (60232.730000 sec): 3 clusters
  Score: Raw -694975.071404 + Penalty 2810.785988 = -692164.285417
  nChanged 31
		SP:Iteration 48Q (60232.970000 sec): 3 clusters
  Score: Raw -694986.351913 + Penalty 2810.785988 = -692175.565925
  nChanged 32
		SP:Iteration 49Q (60233.200000 sec): 3 clusters
  Score: Raw -694998.526348 + Penalty 2810.785988 = -692187.740360
  nChanged 27
		SP:Iteration 50Q (60233.400000 sec): 3 clusters
  Score: Raw -695008.137097 + Penalty 2810.785988 = -692197.351110
  nChanged 35
		SP:Iteration 51Q (60233.600000 sec): 3 clusters
  Score: Raw -695020.683346 + Penalty 2810.785988 = -692209.897358
  nChanged 26
		SP:Iteration 52Q (60233.850000 sec): 3 clusters
  Score: Raw -695030.373215 + Penalty 2810.785988 = -692219.587228
  nChanged 22
		SP:Iteration 53Q (60234.050000 sec): 3 clusters
  Score: Raw -695036.635145 + Penalty 2810.785988 = -692225.849157
  nChanged 13
		SP:Iteration 54Q (60234.240000 sec): 3 clusters
  Score: Raw -695039.656317 + Penalty 2810.785988 = -692228.870330
  nChanged 10
		SP:Iteration 55Q (60234.490000 sec): 3 clusters
  Score: Raw -695041.790502 + Penalty 2810.785988 = -692231.004515
  nChanged 10
		SP:Iteration 56Q (60234.690000 sec): 3 clusters
  Score: Raw -695045.124506 + Penalty 2810.785988 = -692234.338518
  nChanged 9
		SP:Iteration 57Q (60234.930000 sec): 3 clusters
  Score: Raw -695047.984667 + Penalty 2810.785988 = -692237.198679
  nChanged 8
		SP:Iteration 58Q (60235.160000 sec): 3 clusters
  Score: Raw -695050.111616 + Penalty 2810.785988 = -692239.325628
  nChanged 11
		SP:Iteration 59Q (60235.370000 sec): 3 clusters
  Score: Raw -695053.236581 + Penalty 2810.785988 = -692242.450593
  nChanged 12
		SP:Iteration 60F (60235.590000 sec): 3 clusters
  Score: Raw -695056.075428 + Penalty 2810.785988 = -692245.289441
  nChanged 12
		SP:Iteration 61Q (60235.820000 sec): 3 clusters
  Score: Raw -695058.948960 + Penalty 2810.785988 = -692248.162972
  nChanged 6
		SP:Iteration 62Q (60236.020000 sec): 3 clusters
  Score: Raw -695060.131975 + Penalty 2810.785988 = -692249.345988
  nChanged 5
		SP:Iteration 63Q (60236.240000 sec): 3 clusters
  Score: Raw -695061.515407 + Penalty 2810.785988 = -692250.729420
  nChanged 7
		SP:Iteration 64Q (60236.430000 sec): 3 clusters
  Score: Raw -695064.095426 + Penalty 2810.785988 = -692253.309438
  nChanged 6
		SP:Iteration 65Q (60236.630000 sec): 3 clusters
  Score: Raw -695065.672000 + Penalty 2810.785988 = -692254.886013
  nChanged 4
		SP:Iteration 66Q (60236.890000 sec): 3 clusters
  Score: Raw -695067.208717 + Penalty 2810.785988 = -692256.422729
  nChanged 8
		SP:Iteration 67Q (60237.090000 sec): 3 clusters
  Score: Raw -695070.226509 + Penalty 2810.785988 = -692259.440521
  nChanged 8
		SP:Iteration 68Q (60237.350000 sec): 3 clusters
  Score: Raw -695073.271690 + Penalty 2810.785988 = -692262.485703
  nChanged 9
		SP:Iteration 69Q (60237.570000 sec): 3 clusters
  Score: Raw -695075.011423 + Penalty 2810.785988 = -692264.225436
  nChanged 8
		SP:Iteration 70Q (60237.720000 sec): 3 clusters
  Score: Raw -695076.959576 + Penalty 2810.785988 = -692266.173588
  nChanged 6
		SP:Iteration 71Q (60237.940000 sec): 3 clusters
  Score: Raw -695079.534991 + Penalty 2810.785988 = -692268.749004
  nChanged 11
		SP:Iteration 72Q (60238.100000 sec): 3 clusters
  Score: Raw -695082.309800 + Penalty 2810.785988 = -692271.523812
  nChanged 7
		SP:Iteration 73Q (60238.330000 sec): 3 clusters
  Score: Raw -695084.462082 + Penalty 2810.785988 = -692273.676095
  nChanged 9
		SP:Iteration 74Q (60238.490000 sec): 3 clusters
  Score: Raw -695087.285347 + Penalty 2810.785988 = -692276.499360
  nChanged 9
		SP:Iteration 75Q (60238.680000 sec): 3 clusters
  Score: Raw -695089.530152 + Penalty 2810.785988 = -692278.744164
  nChanged 5
		SP:Iteration 76Q (60238.890000 sec): 3 clusters
  Score: Raw -695090.902730 + Penalty 2810.785988 = -692280.116743
  nChanged 3
		SP:Iteration 77Q (60239.110000 sec): 3 clusters
  Score: Raw -695091.878977 + Penalty 2810.785988 = -692281.092989
  nChanged 3
		SP:Iteration 78Q (60239.320000 sec): 3 clusters
  Score: Raw -695092.385888 + Penalty 2810.785988 = -692281.599900
  nChanged 3
		SP:Iteration 79Q (60239.510000 sec): 3 clusters
  Score: Raw -695092.999937 + Penalty 2810.785988 = -692282.213949
  nChanged 1
		SP:Iteration 80F (60239.730000 sec): 3 clusters
  Score: Raw -695093.205884 + Penalty 2810.785988 = -692282.419897
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 43 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60239.840000 sec): 2 clusters
  Score: Raw -11472.440252 + Penalty 776.607568 = -10695.832685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60240.070000 sec): 3 clusters
  Score: Raw -11661.178935 + Penalty 1553.215135 = -10107.963800
  nChanged 10
		SP:Iteration 1F (60240.270000 sec): 3 clusters
  Score: Raw -11720.472144 + Penalty 1553.215135 = -10167.257008
  nChanged 1
		SP:Iteration 2Q (60240.530000 sec): 3 clusters
  Score: Raw -11727.800786 + Penalty 1553.215135 = -10174.585651
  nChanged 0
		SP:Iteration 3F (60240.730000 sec): 3 clusters
  Score: Raw -11727.800786 + Penalty 1553.215135 = -10174.585651
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 44 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60240.870000 sec): 2 clusters
  Score: Raw -36836.592443 + Penalty 950.046301 = -35886.546142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60241.040000 sec): 3 clusters
  Score: Raw -36841.414235 + Penalty 1900.092602 = -34941.321633
  nChanged 77
		SP:Iteration 1F (60241.250000 sec): 3 clusters
  Score: Raw -37032.224078 + Penalty 1900.092602 = -35132.131476
  nChanged 29
		SP:Iteration 2F (60241.430000 sec): 3 clusters
  Score: Raw -37120.096096 + Penalty 1900.092602 = -35220.003494
  nChanged 24
		SP:Iteration 3F (60241.610000 sec): 3 clusters
  Score: Raw -37190.693016 + Penalty 1900.092602 = -35290.600414
  nChanged 17
		SP:Iteration 4Q (60241.790000 sec): 3 clusters
  Score: Raw -37257.372243 + Penalty 1900.092602 = -35357.279641
  nChanged 14
		SP:Iteration 5Q (60241.950000 sec): 3 clusters
  Score: Raw -37316.461070 + Penalty 1900.092602 = -35416.368468
  nChanged 11
		SP:Iteration 6Q (60242.150000 sec): 3 clusters
  Score: Raw -37373.147533 + Penalty 1900.092602 = -35473.054931
  nChanged 4
		SP:Iteration 7Q (60242.330000 sec): 3 clusters
  Score: Raw -37388.755716 + Penalty 1900.092602 = -35488.663114
  nChanged 1
		SP:Iteration 8Q (60242.530000 sec): 3 clusters
  Score: Raw -37390.970303 + Penalty 1900.092602 = -35490.877701
  nChanged 0
		SP:Iteration 9F (60242.730000 sec): 3 clusters
  Score: Raw -37390.970303 + Penalty 1900.092602 = -35490.877701
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 45 (5751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60242.880000 sec): 2 clusters
  Score: Raw -729138.322610 + Penalty 1406.783468 = -727731.539143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60243.100000 sec): 3 clusters
  Score: Raw -726055.315840 + Penalty 2813.566935 = -723241.748905
  nChanged 2376
		SP:Iteration 1F (60243.320000 sec): 3 clusters
  Score: Raw -727312.499951 + Penalty 2813.566935 = -724498.933016
  nChanged 384
		SP:Iteration 2F (60243.510000 sec): 3 clusters
  Score: Raw -727497.855192 + Penalty 2813.566935 = -724684.288257
  nChanged 272
		SP:Iteration 3Q (60243.690000 sec): 3 clusters
  Score: Raw -727617.102974 + Penalty 2813.566935 = -724803.536039
  nChanged 209
		SP:Iteration 4Q (60243.890000 sec): 3 clusters
  Score: Raw -727696.210805 + Penalty 2813.566935 = -724882.643869
  nChanged 184
		SP:Iteration 5Q (60244.140000 sec): 3 clusters
  Score: Raw -727772.031340 + Penalty 2813.566935 = -724958.464405
  nChanged 165
		SP:Iteration 6Q (60244.370000 sec): 3 clusters
  Score: Raw -727841.847396 + Penalty 2813.566935 = -725028.280461
  nChanged 161
		SP:Iteration 7Q (60244.570000 sec): 3 clusters
  Score: Raw -727908.337138 + Penalty 2813.566935 = -725094.770203
  nChanged 162
		SP:Iteration 8Q (60244.770000 sec): 3 clusters
  Score: Raw -727981.581468 + Penalty 2813.566935 = -725168.014532
  nChanged 178
		SP:Iteration 9Q (60245.000000 sec): 3 clusters
  Score: Raw -728059.620955 + Penalty 2813.566935 = -725246.054020
  nChanged 168
		SP:Iteration 10Q (60245.170000 sec): 3 clusters
  Score: Raw -728137.977084 + Penalty 2813.566935 = -725324.410149
  nChanged 169
		SP:Iteration 11Q (60245.370000 sec): 3 clusters
  Score: Raw -728216.156013 + Penalty 2813.566935 = -725402.589078
  nChanged 178
		SP:Iteration 12Q (60245.550000 sec): 3 clusters
  Score: Raw -728313.821721 + Penalty 2813.566935 = -725500.254786
  nChanged 208
		SP:Iteration 13Q (60245.760000 sec): 3 clusters
  Score: Raw -728447.807645 + Penalty 2813.566935 = -725634.240709
  nChanged 186
		SP:Iteration 14Q (60245.960000 sec): 3 clusters
  Score: Raw -728588.736263 + Penalty 2813.566935 = -725775.169328
  nChanged 168
		SP:Iteration 15Q (60246.180000 sec): 3 clusters
  Score: Raw -728712.090463 + Penalty 2813.566935 = -725898.523527
  nChanged 164
		SP:Iteration 16Q (60246.350000 sec): 3 clusters
  Score: Raw -728842.273537 + Penalty 2813.566935 = -726028.706601
  nChanged 157
		SP:Iteration 17Q (60246.580000 sec): 3 clusters
  Score: Raw -728964.290164 + Penalty 2813.566935 = -726150.723229
  nChanged 119
		SP:Iteration 18Q (60246.780000 sec): 3 clusters
  Score: Raw -729033.324992 + Penalty 2813.566935 = -726219.758056
  nChanged 76
		SP:Iteration 19Q (60247.020000 sec): 3 clusters
  Score: Raw -729077.346966 + Penalty 2813.566935 = -726263.780031
  nChanged 66
		SP:Iteration 20F (60247.240000 sec): 3 clusters
  Score: Raw -729113.563537 + Penalty 2813.566935 = -726299.996602
  nChanged 49
		SP:Iteration 21Q (60247.450000 sec): 3 clusters
  Score: Raw -729137.988420 + Penalty 2813.566935 = -726324.421484
  nChanged 33
		SP:Iteration 22Q (60247.670000 sec): 3 clusters
  Score: Raw -729154.046058 + Penalty 2813.566935 = -726340.479122
  nChanged 23
		SP:Iteration 23Q (60247.870000 sec): 3 clusters
  Score: Raw -729166.112850 + Penalty 2813.566935 = -726352.545915
  nChanged 22
		SP:Iteration 24Q (60248.100000 sec): 3 clusters
  Score: Raw -729177.326500 + Penalty 2813.566935 = -726363.759564
  nChanged 27
		SP:Iteration 25Q (60248.350000 sec): 3 clusters
  Score: Raw -729190.944415 + Penalty 2813.566935 = -726377.377479
  nChanged 20
		SP:Iteration 26Q (60248.520000 sec): 3 clusters
  Score: Raw -729200.153837 + Penalty 2813.566935 = -726386.586902
  nChanged 12
		SP:Iteration 27Q (60248.680000 sec): 3 clusters
  Score: Raw -729206.060894 + Penalty 2813.566935 = -726392.493959
  nChanged 18
		SP:Iteration 28Q (60248.880000 sec): 3 clusters
  Score: Raw -729215.618448 + Penalty 2813.566935 = -726402.051512
  nChanged 20
		SP:Iteration 29Q (60249.080000 sec): 3 clusters
  Score: Raw -729224.865147 + Penalty 2813.566935 = -726411.298212
  nChanged 15
		SP:Iteration 30Q (60249.280000 sec): 3 clusters
  Score: Raw -729231.947598 + Penalty 2813.566935 = -726418.380663
  nChanged 10
		SP:Iteration 31Q (60249.460000 sec): 3 clusters
  Score: Raw -729237.962842 + Penalty 2813.566935 = -726424.395907
  nChanged 13
		SP:Iteration 32Q (60249.650000 sec): 3 clusters
  Score: Raw -729244.032529 + Penalty 2813.566935 = -726430.465594
  nChanged 16
		SP:Iteration 33Q (60249.840000 sec): 3 clusters
  Score: Raw -729250.529268 + Penalty 2813.566935 = -726436.962333
  nChanged 14
		SP:Iteration 34Q (60250.030000 sec): 3 clusters
  Score: Raw -729256.586104 + Penalty 2813.566935 = -726443.019169
  nChanged 15
		SP:Iteration 35Q (60250.240000 sec): 3 clusters
  Score: Raw -729266.708715 + Penalty 2813.566935 = -726453.141779
  nChanged 18
		SP:Iteration 36Q (60250.470000 sec): 3 clusters
  Score: Raw -729275.082531 + Penalty 2813.566935 = -726461.515596
  nChanged 15
		SP:Iteration 37Q (60250.640000 sec): 3 clusters
  Score: Raw -729281.987214 + Penalty 2813.566935 = -726468.420278
  nChanged 14
		SP:Iteration 38Q (60250.860000 sec): 3 clusters
  Score: Raw -729287.485995 + Penalty 2813.566935 = -726473.919059
  nChanged 6
		SP:Iteration 39Q (60251.040000 sec): 3 clusters
  Score: Raw -729291.847557 + Penalty 2813.566935 = -726478.280622
  nChanged 12
		SP:Iteration 40F (60251.240000 sec): 3 clusters
  Score: Raw -729300.088980 + Penalty 2813.566935 = -726486.522044
  nChanged 9
		SP:Iteration 41Q (60251.450000 sec): 3 clusters
  Score: Raw -729305.174025 + Penalty 2813.566935 = -726491.607090
  nChanged 6
		SP:Iteration 42Q (60251.640000 sec): 3 clusters
  Score: Raw -729308.256180 + Penalty 2813.566935 = -726494.689244
  nChanged 5
		SP:Iteration 43Q (60251.800000 sec): 3 clusters
  Score: Raw -729310.275249 + Penalty 2813.566935 = -726496.708314
  nChanged 4
		SP:Iteration 44Q (60252.020000 sec): 3 clusters
  Score: Raw -729312.289274 + Penalty 2813.566935 = -726498.722339
  nChanged 3
		SP:Iteration 45Q (60252.190000 sec): 3 clusters
  Score: Raw -729314.247527 + Penalty 2813.566935 = -726500.680592
  nChanged 7
		SP:Iteration 46Q (60252.370000 sec): 3 clusters
  Score: Raw -729317.765520 + Penalty 2813.566935 = -726504.198585
  nChanged 5
		SP:Iteration 47Q (60252.590000 sec): 3 clusters
  Score: Raw -729321.136397 + Penalty 2813.566935 = -726507.569462
  nChanged 4
		SP:Iteration 48Q (60252.780000 sec): 3 clusters
  Score: Raw -729323.276287 + Penalty 2813.566935 = -726509.709352
  nChanged 5
		SP:Iteration 49Q (60252.960000 sec): 3 clusters
  Score: Raw -729325.545372 + Penalty 2813.566935 = -726511.978436
  nChanged 3
		SP:Iteration 50Q (60253.160000 sec): 3 clusters
  Score: Raw -729326.756519 + Penalty 2813.566935 = -726513.189583
  nChanged 2
		SP:Iteration 51Q (60253.300000 sec): 3 clusters
  Score: Raw -729327.504614 + Penalty 2813.566935 = -726513.937679
  nChanged 1
		SP:Iteration 52Q (60253.500000 sec): 3 clusters
  Score: Raw -729327.855935 + Penalty 2813.566935 = -726514.289000
  nChanged 2
		SP:Iteration 53Q (60253.670000 sec): 3 clusters
  Score: Raw -729328.631560 + Penalty 2813.566935 = -726515.064625
  nChanged 0
		SP:Iteration 54F (60253.870000 sec): 3 clusters
  Score: Raw -729328.631560 + Penalty 2813.566935 = -726515.064625
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 46 (9063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60254.020000 sec): 2 clusters
  Score: Raw -1056041.926442 + Penalty 1480.692764 = -1054561.233679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60254.260000 sec): 3 clusters
  Score: Raw -1050954.008584 + Penalty 2961.385528 = -1047992.623056
  nChanged 3938
		SP:Iteration 1F (60254.450000 sec): 3 clusters
  Score: Raw -1053295.124731 + Penalty 2961.385528 = -1050333.739203
  nChanged 682
		SP:Iteration 2F (60254.650000 sec): 3 clusters
  Score: Raw -1053878.187277 + Penalty 2961.385528 = -1050916.801749
  nChanged 736
		SP:Iteration 3F (60254.880000 sec): 3 clusters
  Score: Raw -1054528.201472 + Penalty 2961.385528 = -1051566.815944
  nChanged 694
		SP:Iteration 4F (60255.130000 sec): 3 clusters
  Score: Raw -1055142.577579 + Penalty 2961.385528 = -1052181.192051
  nChanged 621
		SP:Iteration 5F (60255.410000 sec): 3 clusters
  Score: Raw -1055654.751407 + Penalty 2961.385528 = -1052693.365879
  nChanged 542
		SP:Iteration 6F (60255.610000 sec): 3 clusters
  Score: Raw -1056035.540551 + Penalty 2961.385528 = -1053074.155023
  nChanged 378
		SP:Iteration 7Q (60255.860000 sec): 3 clusters
  Score: Raw -1056254.859253 + Penalty 2961.385528 = -1053293.473726
  nChanged 255
		SP:Iteration 8Q (60256.090000 sec): 3 clusters
  Score: Raw -1056398.946832 + Penalty 2961.385528 = -1053437.561304
  nChanged 178
		SP:Iteration 9Q (60256.370000 sec): 3 clusters
  Score: Raw -1056500.788937 + Penalty 2961.385528 = -1053539.403409
  nChanged 132
		SP:Iteration 10Q (60256.620000 sec): 3 clusters
  Score: Raw -1056578.356595 + Penalty 2961.385528 = -1053616.971067
  nChanged 129
		SP:Iteration 11Q (60256.850000 sec): 3 clusters
  Score: Raw -1056652.260434 + Penalty 2961.385528 = -1053690.874906
  nChanged 89
		SP:Iteration 12Q (60257.110000 sec): 3 clusters
  Score: Raw -1056708.009106 + Penalty 2961.385528 = -1053746.623578
  nChanged 78
		SP:Iteration 13Q (60257.350000 sec): 3 clusters
  Score: Raw -1056746.070699 + Penalty 2961.385528 = -1053784.685171
  nChanged 67
		SP:Iteration 14Q (60257.540000 sec): 3 clusters
  Score: Raw -1056771.504968 + Penalty 2961.385528 = -1053810.119440
  nChanged 50
		SP:Iteration 15Q (60257.800000 sec): 3 clusters
  Score: Raw -1056786.196812 + Penalty 2961.385528 = -1053824.811284
  nChanged 46
		SP:Iteration 16Q (60258.030000 sec): 3 clusters
  Score: Raw -1056799.140562 + Penalty 2961.385528 = -1053837.755035
  nChanged 49
		SP:Iteration 17Q (60258.270000 sec): 3 clusters
  Score: Raw -1056814.000212 + Penalty 2961.385528 = -1053852.614684
  nChanged 41
		SP:Iteration 18Q (60258.480000 sec): 3 clusters
  Score: Raw -1056824.182517 + Penalty 2961.385528 = -1053862.796989
  nChanged 34
		SP:Iteration 19Q (60258.720000 sec): 3 clusters
  Score: Raw -1056831.644032 + Penalty 2961.385528 = -1053870.258504
  nChanged 31
		SP:Iteration 20F (60258.940000 sec): 3 clusters
  Score: Raw -1056839.451466 + Penalty 2961.385528 = -1053878.065938
  nChanged 24
		SP:Iteration 21Q (60259.200000 sec): 3 clusters
  Score: Raw -1056843.909869 + Penalty 2961.385528 = -1053882.524341
  nChanged 21
		SP:Iteration 22Q (60259.480000 sec): 3 clusters
  Score: Raw -1056848.914540 + Penalty 2961.385528 = -1053887.529013
  nChanged 22
		SP:Iteration 23Q (60259.700000 sec): 3 clusters
  Score: Raw -1056856.366062 + Penalty 2961.385528 = -1053894.980535
  nChanged 23
		SP:Iteration 24Q (60260.000000 sec): 3 clusters
  Score: Raw -1056860.850882 + Penalty 2961.385528 = -1053899.465354
  nChanged 16
		SP:Iteration 25Q (60260.230000 sec): 3 clusters
  Score: Raw -1056864.626785 + Penalty 2961.385528 = -1053903.241257
  nChanged 9
		SP:Iteration 26Q (60260.460000 sec): 3 clusters
  Score: Raw -1056867.167310 + Penalty 2961.385528 = -1053905.781783
  nChanged 11
		SP:Iteration 27Q (60260.720000 sec): 3 clusters
  Score: Raw -1056868.523525 + Penalty 2961.385528 = -1053907.137997
  nChanged 7
		SP:Iteration 28Q (60260.940000 sec): 3 clusters
  Score: Raw -1056869.628134 + Penalty 2961.385528 = -1053908.242606
  nChanged 10
		SP:Iteration 29Q (60261.160000 sec): 3 clusters
  Score: Raw -1056870.847678 + Penalty 2961.385528 = -1053909.462150
  nChanged 9
		SP:Iteration 30Q (60261.420000 sec): 3 clusters
  Score: Raw -1056871.889707 + Penalty 2961.385528 = -1053910.504180
  nChanged 8
		SP:Iteration 31Q (60261.660000 sec): 3 clusters
  Score: Raw -1056872.763419 + Penalty 2961.385528 = -1053911.377891
  nChanged 10
		SP:Iteration 32Q (60261.860000 sec): 3 clusters
  Score: Raw -1056873.978293 + Penalty 2961.385528 = -1053912.592765
  nChanged 8
		SP:Iteration 33Q (60262.100000 sec): 3 clusters
  Score: Raw -1056875.205527 + Penalty 2961.385528 = -1053913.820000
  nChanged 9
		SP:Iteration 34Q (60262.360000 sec): 3 clusters
  Score: Raw -1056876.635314 + Penalty 2961.385528 = -1053915.249786
  nChanged 4
		SP:Iteration 35Q (60262.590000 sec): 3 clusters
  Score: Raw -1056876.987190 + Penalty 2961.385528 = -1053915.601662
  nChanged 2
		SP:Iteration 36Q (60262.870000 sec): 3 clusters
  Score: Raw -1056877.202803 + Penalty 2961.385528 = -1053915.817275
  nChanged 4
		SP:Iteration 37Q (60263.070000 sec): 3 clusters
  Score: Raw -1056877.752622 + Penalty 2961.385528 = -1053916.367095
  nChanged 6
		SP:Iteration 38Q (60263.290000 sec): 3 clusters
  Score: Raw -1056878.805271 + Penalty 2961.385528 = -1053917.419743
  nChanged 6
		SP:Iteration 39Q (60263.540000 sec): 3 clusters
  Score: Raw -1056880.093300 + Penalty 2961.385528 = -1053918.707772
  nChanged 7
		SP:Iteration 40F (60263.760000 sec): 3 clusters
  Score: Raw -1056881.446874 + Penalty 2961.385528 = -1053920.061346
  nChanged 6
		SP:Iteration 41Q (60263.940000 sec): 3 clusters
  Score: Raw -1056883.805483 + Penalty 2961.385528 = -1053922.419956
  nChanged 12
		SP:Iteration 42Q (60264.160000 sec): 3 clusters
  Score: Raw -1056886.057421 + Penalty 2961.385528 = -1053924.671893
  nChanged 7
		SP:Iteration 43Q (60264.440000 sec): 3 clusters
  Score: Raw -1056886.978207 + Penalty 2961.385528 = -1053925.592679
  nChanged 5
		SP:Iteration 44Q (60264.680000 sec): 3 clusters
  Score: Raw -1056888.078757 + Penalty 2961.385528 = -1053926.693229
  nChanged 11
		SP:Iteration 45Q (60264.900000 sec): 3 clusters
  Score: Raw -1056890.831272 + Penalty 2961.385528 = -1053929.445744
  nChanged 15
		SP:Iteration 46Q (60265.100000 sec): 3 clusters
  Score: Raw -1056894.225547 + Penalty 2961.385528 = -1053932.840020
  nChanged 11
		SP:Iteration 47Q (60265.330000 sec): 3 clusters
  Score: Raw -1056896.789028 + Penalty 2961.385528 = -1053935.403500
  nChanged 9
		SP:Iteration 48Q (60265.570000 sec): 3 clusters
  Score: Raw -1056899.051148 + Penalty 2961.385528 = -1053937.665620
  nChanged 8
		SP:Iteration 49Q (60265.820000 sec): 3 clusters
  Score: Raw -1056900.499396 + Penalty 2961.385528 = -1053939.113868
  nChanged 6
		SP:Iteration 50Q (60266.100000 sec): 3 clusters
  Score: Raw -1056901.215622 + Penalty 2961.385528 = -1053939.830094
  nChanged 8
		SP:Iteration 51Q (60266.320000 sec): 3 clusters
  Score: Raw -1056902.299032 + Penalty 2961.385528 = -1053940.913504
  nChanged 6
		SP:Iteration 52Q (60266.550000 sec): 3 clusters
  Score: Raw -1056903.319678 + Penalty 2961.385528 = -1053941.934150
  nChanged 5
		SP:Iteration 53Q (60266.780000 sec): 3 clusters
  Score: Raw -1056904.547735 + Penalty 2961.385528 = -1053943.162207
  nChanged 3
		SP:Iteration 54Q (60266.990000 sec): 3 clusters
  Score: Raw -1056905.202509 + Penalty 2961.385528 = -1053943.816981
  nChanged 1
		SP:Iteration 55Q (60267.220000 sec): 3 clusters
  Score: Raw -1056905.375373 + Penalty 2961.385528 = -1053943.989846
  nChanged 1
		SP:Iteration 56Q (60267.510000 sec): 3 clusters
  Score: Raw -1056905.627222 + Penalty 2961.385528 = -1053944.241694
  nChanged 3
		SP:Iteration 57Q (60267.710000 sec): 3 clusters
  Score: Raw -1056905.976345 + Penalty 2961.385528 = -1053944.590817
  nChanged 2
		SP:Iteration 58Q (60267.880000 sec): 3 clusters
  Score: Raw -1056906.099349 + Penalty 2961.385528 = -1053944.713822
  nChanged 1
		SP:Iteration 59Q (60268.110000 sec): 3 clusters
  Score: Raw -1056906.147951 + Penalty 2961.385528 = -1053944.762423
  nChanged 1
		SP:Iteration 60F (60268.360000 sec): 3 clusters
  Score: Raw -1056906.211148 + Penalty 2961.385528 = -1053944.825620
  nChanged 1
		SP:Iteration 61Q (60268.560000 sec): 3 clusters
  Score: Raw -1056906.344693 + Penalty 2961.385528 = -1053944.959165
  nChanged 4
		SP:Iteration 62Q (60268.780000 sec): 3 clusters
  Score: Raw -1056906.534713 + Penalty 2961.385528 = -1053945.149185
  nChanged 2
		SP:Iteration 63Q (60269.020000 sec): 3 clusters
  Score: Raw -1056906.674867 + Penalty 2961.385528 = -1053945.289339
  nChanged 0
		SP:Iteration 64F (60269.230000 sec): 3 clusters
  Score: Raw -1056906.674867 + Penalty 2961.385528 = -1053945.289339
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 47 (5596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60269.370000 sec): 2 clusters
  Score: Raw -680459.280698 + Penalty 1402.343692 = -679056.937006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60269.510000 sec): 3 clusters
  Score: Raw -677462.901109 + Penalty 2804.687384 = -674658.213725
  nChanged 2341
		SP:Iteration 1F (60269.700000 sec): 3 clusters
  Score: Raw -678770.991211 + Penalty 2804.687384 = -675966.303826
  nChanged 385
		SP:Iteration 2F (60269.920000 sec): 3 clusters
  Score: Raw -678936.294151 + Penalty 2804.687384 = -676131.606767
  nChanged 266
		SP:Iteration 3Q (60270.090000 sec): 3 clusters
  Score: Raw -679039.600060 + Penalty 2804.687384 = -676234.912676
  nChanged 192
		SP:Iteration 4Q (60270.280000 sec): 3 clusters
  Score: Raw -679107.073705 + Penalty 2804.687384 = -676302.386321
  nChanged 146
		SP:Iteration 5Q (60270.490000 sec): 3 clusters
  Score: Raw -679160.034537 + Penalty 2804.687384 = -676355.347153
  nChanged 145
		SP:Iteration 6Q (60270.720000 sec): 3 clusters
  Score: Raw -679214.307412 + Penalty 2804.687384 = -676409.620028
  nChanged 152
		SP:Iteration 7Q (60270.920000 sec): 3 clusters
  Score: Raw -679274.540962 + Penalty 2804.687384 = -676469.853578
  nChanged 170
		SP:Iteration 8Q (60271.120000 sec): 3 clusters
  Score: Raw -679355.653646 + Penalty 2804.687384 = -676550.966262
  nChanged 219
		SP:Iteration 9Q (60271.340000 sec): 3 clusters
  Score: Raw -679483.917065 + Penalty 2804.687384 = -676679.229681
  nChanged 245
		SP:Iteration 10Q (60271.550000 sec): 3 clusters
  Score: Raw -679636.759494 + Penalty 2804.687384 = -676832.072110
  nChanged 269
		SP:Iteration 11Q (60271.760000 sec): 3 clusters
  Score: Raw -679806.349342 + Penalty 2804.687384 = -677001.661958
  nChanged 252
		SP:Iteration 12Q (60271.950000 sec): 3 clusters
  Score: Raw -679987.164551 + Penalty 2804.687384 = -677182.477167
  nChanged 237
		SP:Iteration 13Q (60272.160000 sec): 3 clusters
  Score: Raw -680143.335451 + Penalty 2804.687384 = -677338.648067
  nChanged 198
		SP:Iteration 14Q (60272.400000 sec): 3 clusters
  Score: Raw -680262.004138 + Penalty 2804.687384 = -677457.316754
  nChanged 170
		SP:Iteration 15Q (60272.620000 sec): 3 clusters
  Score: Raw -680356.446470 + Penalty 2804.687384 = -677551.759086
  nChanged 121
		SP:Iteration 16Q (60272.820000 sec): 3 clusters
  Score: Raw -680422.387121 + Penalty 2804.687384 = -677617.699736
  nChanged 103
		SP:Iteration 17Q (60273.080000 sec): 3 clusters
  Score: Raw -680473.878668 + Penalty 2804.687384 = -677669.191284
  nChanged 85
		SP:Iteration 18Q (60273.280000 sec): 3 clusters
  Score: Raw -680513.922339 + Penalty 2804.687384 = -677709.234955
  nChanged 76
		SP:Iteration 19Q (60273.480000 sec): 3 clusters
  Score: Raw -680547.535719 + Penalty 2804.687384 = -677742.848334
  nChanged 74
		SP:Iteration 20F (60273.730000 sec): 3 clusters
  Score: Raw -680583.068343 + Penalty 2804.687384 = -677778.380959
  nChanged 63
		SP:Iteration 21Q (60273.910000 sec): 3 clusters
  Score: Raw -680605.812581 + Penalty 2804.687384 = -677801.125197
  nChanged 44
		SP:Iteration 22Q (60274.100000 sec): 3 clusters
  Score: Raw -680622.443934 + Penalty 2804.687384 = -677817.756550
  nChanged 44
		SP:Iteration 23Q (60274.360000 sec): 3 clusters
  Score: Raw -680635.614525 + Penalty 2804.687384 = -677830.927141
  nChanged 29
		SP:Iteration 24Q (60274.550000 sec): 3 clusters
  Score: Raw -680643.421154 + Penalty 2804.687384 = -677838.733770
  nChanged 18
		SP:Iteration 25Q (60274.800000 sec): 3 clusters
  Score: Raw -680648.281742 + Penalty 2804.687384 = -677843.594357
  nChanged 12
		SP:Iteration 26Q (60275.000000 sec): 3 clusters
  Score: Raw -680650.986660 + Penalty 2804.687384 = -677846.299276
  nChanged 9
		SP:Iteration 27Q (60275.180000 sec): 3 clusters
  Score: Raw -680652.980597 + Penalty 2804.687384 = -677848.293213
  nChanged 9
		SP:Iteration 28Q (60275.340000 sec): 3 clusters
  Score: Raw -680655.288620 + Penalty 2804.687384 = -677850.601236
  nChanged 12
		SP:Iteration 29Q (60275.530000 sec): 3 clusters
  Score: Raw -680658.570195 + Penalty 2804.687384 = -677853.882811
  nChanged 12
		SP:Iteration 30Q (60275.780000 sec): 3 clusters
  Score: Raw -680661.748071 + Penalty 2804.687384 = -677857.060686
  nChanged 5
		SP:Iteration 31Q (60275.940000 sec): 3 clusters
  Score: Raw -680662.533985 + Penalty 2804.687384 = -677857.846601
  nChanged 4
		SP:Iteration 32Q (60276.140000 sec): 3 clusters
  Score: Raw -680663.235586 + Penalty 2804.687384 = -677858.548202
  nChanged 3
		SP:Iteration 33Q (60276.390000 sec): 3 clusters
  Score: Raw -680663.835064 + Penalty 2804.687384 = -677859.147680
  nChanged 4
		SP:Iteration 34Q (60276.630000 sec): 3 clusters
  Score: Raw -680664.390242 + Penalty 2804.687384 = -677859.702858
  nChanged 1
		SP:Iteration 35Q (60276.830000 sec): 3 clusters
  Score: Raw -680664.532812 + Penalty 2804.687384 = -677859.845428
  nChanged 0
		SP:Iteration 36F (60277.040000 sec): 3 clusters
  Score: Raw -680664.532812 + Penalty 2804.687384 = -677859.845428
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 48 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60277.150000 sec): 2 clusters
  Score: Raw -67090.627492 + Penalty 1028.869051 = -66061.758442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60277.400000 sec): 3 clusters
  Score: Raw -67018.141822 + Penalty 2057.738101 = -64960.403721
  nChanged 147
		SP:Iteration 1F (60277.570000 sec): 3 clusters
  Score: Raw -67240.864211 + Penalty 2057.738101 = -65183.126109
  nChanged 52
		SP:Iteration 2F (60277.830000 sec): 3 clusters
  Score: Raw -67389.332158 + Penalty 2057.738101 = -65331.594056
  nChanged 44
		SP:Iteration 3F (60278.030000 sec): 3 clusters
  Score: Raw -67536.019090 + Penalty 2057.738101 = -65478.280989
  nChanged 42
		SP:Iteration 4F (60278.230000 sec): 3 clusters
  Score: Raw -67803.805995 + Penalty 2057.738101 = -65746.067894
  nChanged 33
		SP:Iteration 5F (60278.390000 sec): 3 clusters
  Score: Raw -67893.206079 + Penalty 2057.738101 = -65835.467977
  nChanged 13
		SP:Iteration 6Q (60278.580000 sec): 3 clusters
  Score: Raw -67938.340440 + Penalty 2057.738101 = -65880.602339
  nChanged 11
		SP:Iteration 7Q (60278.780000 sec): 3 clusters
  Score: Raw -67987.524135 + Penalty 2057.738101 = -65929.786034
  nChanged 10
		SP:Iteration 8Q (60278.940000 sec): 3 clusters
  Score: Raw -68011.634940 + Penalty 2057.738101 = -65953.896839
  nChanged 5
		SP:Iteration 9Q (60279.130000 sec): 3 clusters
  Score: Raw -68021.067654 + Penalty 2057.738101 = -65963.329553
  nChanged 2
		SP:Iteration 10Q (60279.320000 sec): 3 clusters
  Score: Raw -68026.023439 + Penalty 2057.738101 = -65968.285337
  nChanged 2
		SP:Iteration 11Q (60279.530000 sec): 3 clusters
  Score: Raw -68032.500880 + Penalty 2057.738101 = -65974.762778
  nChanged 0
		SP:Iteration 12F (60279.760000 sec): 3 clusters
  Score: Raw -68032.500880 + Penalty 2057.738101 = -65974.762778
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 49 (19392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60279.970000 sec): 2 clusters
  Score: Raw -2172040.833950 + Penalty 1604.300082 = -2170436.533868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60280.250000 sec): 3 clusters
  Score: Raw -2160492.871108 + Penalty 3208.600164 = -2157284.270944
  nChanged 8699
		SP:Iteration 1F (60280.510000 sec): 3 clusters
  Score: Raw -2165672.765420 + Penalty 3208.600164 = -2162464.165256
  nChanged 1235
		SP:Iteration 2F (60280.790000 sec): 3 clusters
  Score: Raw -2166323.112159 + Penalty 3208.600164 = -2163114.511995
  nChanged 1216
		SP:Iteration 3F (60281.070000 sec): 3 clusters
  Score: Raw -2166982.985354 + Penalty 3208.600164 = -2163774.385190
  nChanged 1122
		SP:Iteration 4F (60281.300000 sec): 3 clusters
  Score: Raw -2167529.188037 + Penalty 3208.600164 = -2164320.587873
  nChanged 954
		SP:Iteration 5Q (60281.590000 sec): 3 clusters
  Score: Raw -2167969.847206 + Penalty 3208.600164 = -2164761.247042
  nChanged 875
		SP:Iteration 6Q (60281.930000 sec): 3 clusters
  Score: Raw -2168346.502363 + Penalty 3208.600164 = -2165137.902199
  nChanged 755
		SP:Iteration 7Q (60282.240000 sec): 3 clusters
  Score: Raw -2168656.723519 + Penalty 3208.600164 = -2165448.123355
  nChanged 693
		SP:Iteration 8Q (60282.500000 sec): 3 clusters
  Score: Raw -2168944.425697 + Penalty 3208.600164 = -2165735.825533
  nChanged 663
		SP:Iteration 9Q (60282.810000 sec): 3 clusters
  Score: Raw -2169219.049845 + Penalty 3208.600164 = -2166010.449681
  nChanged 616
		SP:Iteration 10Q (60283.050000 sec): 3 clusters
  Score: Raw -2169443.041159 + Penalty 3208.600164 = -2166234.440995
  nChanged 527
		SP:Iteration 11Q (60283.380000 sec): 3 clusters
  Score: Raw -2169616.674772 + Penalty 3208.600164 = -2166408.074608
  nChanged 507
		SP:Iteration 12Q (60283.650000 sec): 3 clusters
  Score: Raw -2169801.804853 + Penalty 3208.600164 = -2166593.204689
  nChanged 471
		SP:Iteration 13Q (60283.950000 sec): 3 clusters
  Score: Raw -2169974.055383 + Penalty 3208.600164 = -2166765.455219
  nChanged 416
		SP:Iteration 14Q (60284.250000 sec): 3 clusters
  Score: Raw -2170125.039766 + Penalty 3208.600164 = -2166916.439602
  nChanged 393
		SP:Iteration 15Q (60284.510000 sec): 3 clusters
  Score: Raw -2170270.241966 + Penalty 3208.600164 = -2167061.641802
  nChanged 370
		SP:Iteration 16Q (60284.820000 sec): 3 clusters
  Score: Raw -2170406.654538 + Penalty 3208.600164 = -2167198.054375
  nChanged 344
		SP:Iteration 17Q (60285.090000 sec): 3 clusters
  Score: Raw -2170529.266674 + Penalty 3208.600164 = -2167320.666510
  nChanged 344
		SP:Iteration 18Q (60285.390000 sec): 3 clusters
  Score: Raw -2170649.940138 + Penalty 3208.600164 = -2167441.339974
  nChanged 322
		SP:Iteration 19Q (60285.670000 sec): 3 clusters
  Score: Raw -2170746.504130 + Penalty 3208.600164 = -2167537.903966
  nChanged 270
		SP:Iteration 20F (60285.980000 sec): 3 clusters
  Score: Raw -2170821.394538 + Penalty 3208.600164 = -2167612.794375
  nChanged 262
		SP:Iteration 21Q (60286.280000 sec): 3 clusters
  Score: Raw -2170896.330018 + Penalty 3208.600164 = -2167687.729854
  nChanged 244
		SP:Iteration 22Q (60286.570000 sec): 3 clusters
  Score: Raw -2170964.371539 + Penalty 3208.600164 = -2167755.771375
  nChanged 234
		SP:Iteration 23Q (60286.820000 sec): 3 clusters
  Score: Raw -2171032.034358 + Penalty 3208.600164 = -2167823.434195
  nChanged 245
		SP:Iteration 24Q (60287.110000 sec): 3 clusters
  Score: Raw -2171105.849479 + Penalty 3208.600164 = -2167897.249315
  nChanged 224
		SP:Iteration 25Q (60287.380000 sec): 3 clusters
  Score: Raw -2171174.441022 + Penalty 3208.600164 = -2167965.840858
  nChanged 229
		SP:Iteration 26Q (60287.710000 sec): 3 clusters
  Score: Raw -2171240.548660 + Penalty 3208.600164 = -2168031.948496
  nChanged 213
		SP:Iteration 27Q (60288.020000 sec): 3 clusters
  Score: Raw -2171301.576810 + Penalty 3208.600164 = -2168092.976646
  nChanged 229
		SP:Iteration 28Q (60288.290000 sec): 3 clusters
  Score: Raw -2171373.988949 + Penalty 3208.600164 = -2168165.388785
  nChanged 266
		SP:Iteration 29Q (60288.660000 sec): 3 clusters
  Score: Raw -2171466.361799 + Penalty 3208.600164 = -2168257.761635
  nChanged 260
		SP:Iteration 30Q (60288.930000 sec): 3 clusters
  Score: Raw -2171561.660587 + Penalty 3208.600164 = -2168353.060423
  nChanged 260
		SP:Iteration 31Q (60289.210000 sec): 3 clusters
  Score: Raw -2171648.398814 + Penalty 3208.600164 = -2168439.798650
  nChanged 247
		SP:Iteration 32Q (60289.530000 sec): 3 clusters
  Score: Raw -2171741.387306 + Penalty 3208.600164 = -2168532.787142
  nChanged 251
		SP:Iteration 33Q (60289.840000 sec): 3 clusters
  Score: Raw -2171829.712947 + Penalty 3208.600164 = -2168621.112783
  nChanged 215
		SP:Iteration 34Q (60290.090000 sec): 3 clusters
  Score: Raw -2171902.517021 + Penalty 3208.600164 = -2168693.916857
  nChanged 189
		SP:Iteration 35Q (60290.390000 sec): 3 clusters
  Score: Raw -2171974.711409 + Penalty 3208.600164 = -2168766.111245
  nChanged 194
		SP:Iteration 36Q (60290.700000 sec): 3 clusters
  Score: Raw -2172051.145053 + Penalty 3208.600164 = -2168842.544889
  nChanged 170
		SP:Iteration 37Q (60290.970000 sec): 3 clusters
  Score: Raw -2172113.720446 + Penalty 3208.600164 = -2168905.120282
  nChanged 150
		SP:Iteration 38Q (60291.210000 sec): 3 clusters
  Score: Raw -2172165.296062 + Penalty 3208.600164 = -2168956.695898
  nChanged 116
		SP:Iteration 39Q (60291.420000 sec): 3 clusters
  Score: Raw -2172210.832255 + Penalty 3208.600164 = -2169002.232091
  nChanged 125
		SP:Iteration 40F (60291.690000 sec): 3 clusters
  Score: Raw -2172259.345536 + Penalty 3208.600164 = -2169050.745372
  nChanged 115
		SP:Iteration 41Q (60291.930000 sec): 3 clusters
  Score: Raw -2172305.683064 + Penalty 3208.600164 = -2169097.082900
  nChanged 115
		SP:Iteration 42Q (60292.170000 sec): 3 clusters
  Score: Raw -2172351.875837 + Penalty 3208.600164 = -2169143.275673
  nChanged 102
		SP:Iteration 43Q (60292.430000 sec): 3 clusters
  Score: Raw -2172389.642975 + Penalty 3208.600164 = -2169181.042811
  nChanged 90
		SP:Iteration 44Q (60292.680000 sec): 3 clusters
  Score: Raw -2172421.483932 + Penalty 3208.600164 = -2169212.883768
  nChanged 66
		SP:Iteration 45Q (60292.950000 sec): 3 clusters
  Score: Raw -2172441.182126 + Penalty 3208.600164 = -2169232.581963
  nChanged 57
		SP:Iteration 46Q (60293.200000 sec): 3 clusters
  Score: Raw -2172459.460335 + Penalty 3208.600164 = -2169250.860171
  nChanged 57
		SP:Iteration 47Q (60293.490000 sec): 3 clusters
  Score: Raw -2172478.294882 + Penalty 3208.600164 = -2169269.694718
  nChanged 50
		SP:Iteration 48Q (60293.740000 sec): 3 clusters
  Score: Raw -2172495.236759 + Penalty 3208.600164 = -2169286.636595
  nChanged 45
		SP:Iteration 49Q (60294.020000 sec): 3 clusters
  Score: Raw -2172512.986486 + Penalty 3208.600164 = -2169304.386322
  nChanged 41
		SP:Iteration 50Q (60294.290000 sec): 3 clusters
  Score: Raw -2172526.221293 + Penalty 3208.600164 = -2169317.621129
  nChanged 40
		SP:Iteration 51Q (60294.600000 sec): 3 clusters
  Score: Raw -2172539.013940 + Penalty 3208.600164 = -2169330.413776
  nChanged 26
		SP:Iteration 52Q (60294.840000 sec): 3 clusters
  Score: Raw -2172547.125226 + Penalty 3208.600164 = -2169338.525062
  nChanged 20
		SP:Iteration 53Q (60295.130000 sec): 3 clusters
  Score: Raw -2172553.469838 + Penalty 3208.600164 = -2169344.869674
  nChanged 15
		SP:Iteration 54Q (60295.430000 sec): 3 clusters
  Score: Raw -2172557.978069 + Penalty 3208.600164 = -2169349.377905
  nChanged 18
		SP:Iteration 55Q (60295.720000 sec): 3 clusters
  Score: Raw -2172561.943254 + Penalty 3208.600164 = -2169353.343090
  nChanged 8
		SP:Iteration 56Q (60295.960000 sec): 3 clusters
  Score: Raw -2172564.167015 + Penalty 3208.600164 = -2169355.566851
  nChanged 12
		SP:Iteration 57Q (60296.250000 sec): 3 clusters
  Score: Raw -2172567.154420 + Penalty 3208.600164 = -2169358.554256
  nChanged 8
		SP:Iteration 58Q (60296.540000 sec): 3 clusters
  Score: Raw -2172568.795290 + Penalty 3208.600164 = -2169360.195126
  nChanged 11
		SP:Iteration 59Q (60296.810000 sec): 3 clusters
  Score: Raw -2172571.973118 + Penalty 3208.600164 = -2169363.372954
  nChanged 10
		SP:Iteration 60F (60297.050000 sec): 3 clusters
  Score: Raw -2172574.431894 + Penalty 3208.600164 = -2169365.831730
  nChanged 4
		SP:Iteration 61Q (60297.370000 sec): 3 clusters
  Score: Raw -2172575.693217 + Penalty 3208.600164 = -2169367.093053
  nChanged 7
		SP:Iteration 62Q (60297.660000 sec): 3 clusters
  Score: Raw -2172577.753136 + Penalty 3208.600164 = -2169369.152973
  nChanged 7
		SP:Iteration 63Q (60297.900000 sec): 3 clusters
  Score: Raw -2172579.507234 + Penalty 3208.600164 = -2169370.907071
  nChanged 10
		SP:Iteration 64Q (60298.160000 sec): 3 clusters
  Score: Raw -2172581.402882 + Penalty 3208.600164 = -2169372.802718
  nChanged 7
		SP:Iteration 65Q (60298.460000 sec): 3 clusters
  Score: Raw -2172582.883107 + Penalty 3208.600164 = -2169374.282943
  nChanged 8
		SP:Iteration 66Q (60298.780000 sec): 3 clusters
  Score: Raw -2172584.592180 + Penalty 3208.600164 = -2169375.992016
  nChanged 9
		SP:Iteration 67Q (60299.040000 sec): 3 clusters
  Score: Raw -2172586.745697 + Penalty 3208.600164 = -2169378.145533
  nChanged 11
		SP:Iteration 68Q (60299.310000 sec): 3 clusters
  Score: Raw -2172588.836432 + Penalty 3208.600164 = -2169380.236268
  nChanged 6
		SP:Iteration 69Q (60299.580000 sec): 3 clusters
  Score: Raw -2172589.665932 + Penalty 3208.600164 = -2169381.065768
  nChanged 2
		SP:Iteration 70Q (60299.840000 sec): 3 clusters
  Score: Raw -2172589.874175 + Penalty 3208.600164 = -2169381.274011
  nChanged 0
		SP:Iteration 71F (60300.110000 sec): 3 clusters
  Score: Raw -2172589.874175 + Penalty 3208.600164 = -2169381.274011
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 50 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60300.210000 sec): 2 clusters
  Score: Raw -25317.712624 + Penalty 883.687888 = -24434.024736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60300.370000 sec): 3 clusters
  Score: Raw -25398.539057 + Penalty 1767.375775 = -23631.163281
  nChanged 34
		SP:Iteration 1F (60300.540000 sec): 3 clusters
  Score: Raw -25497.414069 + Penalty 1767.375775 = -23730.038293
  nChanged 9
		SP:Iteration 2Q (60300.710000 sec): 3 clusters
  Score: Raw -25559.688996 + Penalty 1767.375775 = -23792.313221
  nChanged 3
		SP:Iteration 3Q (60300.920000 sec): 3 clusters
  Score: Raw -25573.473599 + Penalty 1767.375775 = -23806.097824
  nChanged 2
		SP:Iteration 4Q (60301.060000 sec): 3 clusters
  Score: Raw -25588.840130 + Penalty 1767.375775 = -23821.464354
  nChanged 2
		SP:Iteration 5Q (60301.280000 sec): 3 clusters
  Score: Raw -25594.636306 + Penalty 1767.375775 = -23827.260530
  nChanged 0
		SP:Iteration 6F (60301.450000 sec): 3 clusters
  Score: Raw -25594.636306 + Penalty 1767.375775 = -23827.260530
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 51 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60301.530000 sec): 2 clusters
  Score: Raw -14898.629966 + Penalty 820.601601 = -14078.028365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60301.710000 sec): 3 clusters
  Score: Raw -15052.255560 + Penalty 1641.203202 = -13411.052358
  nChanged 20
		SP:Iteration 1F (60301.900000 sec): 3 clusters
  Score: Raw -15131.470976 + Penalty 1641.203202 = -13490.267773
  nChanged 5
		SP:Iteration 2Q (60302.060000 sec): 3 clusters
  Score: Raw -15154.182882 + Penalty 1641.203202 = -13512.979680
  nChanged 1
		SP:Iteration 3Q (60302.270000 sec): 3 clusters
  Score: Raw -15156.425179 + Penalty 1641.203202 = -13515.221977
  nChanged 0
		SP:Iteration 4F (60302.410000 sec): 3 clusters
  Score: Raw -15156.425179 + Penalty 1641.203202 = -13515.221977
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 52 (18195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60302.630000 sec): 2 clusters
  Score: Raw -2238074.158341 + Penalty 1593.946593 = -2236480.211748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60302.880000 sec): 3 clusters
  Score: Raw -2227293.445508 + Penalty 3187.893186 = -2224105.552322
  nChanged 8139
		SP:Iteration 1F (60303.090000 sec): 3 clusters
  Score: Raw -2231943.824650 + Penalty 3187.893186 = -2228755.931464
  nChanged 1113
		SP:Iteration 2F (60303.360000 sec): 3 clusters
  Score: Raw -2232446.177344 + Penalty 3187.893186 = -2229258.284158
  nChanged 999
		SP:Iteration 3F (60303.590000 sec): 3 clusters
  Score: Raw -2232901.518110 + Penalty 3187.893186 = -2229713.624925
  nChanged 912
		SP:Iteration 4F (60303.870000 sec): 3 clusters
  Score: Raw -2233347.337116 + Penalty 3187.893186 = -2230159.443930
  nChanged 917
		SP:Iteration 5F (60304.150000 sec): 3 clusters
  Score: Raw -2233830.139727 + Penalty 3187.893186 = -2230642.246542
  nChanged 918
		SP:Iteration 6F (60304.400000 sec): 3 clusters
  Score: Raw -2234340.797739 + Penalty 3187.893186 = -2231152.904553
  nChanged 873
		SP:Iteration 7Q (60304.670000 sec): 3 clusters
  Score: Raw -2234849.586866 + Penalty 3187.893186 = -2231661.693680
  nChanged 829
		SP:Iteration 8Q (60304.980000 sec): 3 clusters
  Score: Raw -2235354.681429 + Penalty 3187.893186 = -2232166.788244
  nChanged 736
		SP:Iteration 9Q (60305.200000 sec): 3 clusters
  Score: Raw -2235857.233055 + Penalty 3187.893186 = -2232669.339869
  nChanged 636
		SP:Iteration 10Q (60305.520000 sec): 3 clusters
  Score: Raw -2236308.190372 + Penalty 3187.893186 = -2233120.297186
  nChanged 537
		SP:Iteration 11Q (60305.830000 sec): 3 clusters
  Score: Raw -2236708.600928 + Penalty 3187.893186 = -2233520.707742
  nChanged 492
		SP:Iteration 12Q (60306.080000 sec): 3 clusters
  Score: Raw -2237070.695261 + Penalty 3187.893186 = -2233882.802075
  nChanged 386
		SP:Iteration 13Q (60306.370000 sec): 3 clusters
  Score: Raw -2237352.333210 + Penalty 3187.893186 = -2234164.440025
  nChanged 325
		SP:Iteration 14Q (60306.640000 sec): 3 clusters
  Score: Raw -2237593.253910 + Penalty 3187.893186 = -2234405.360724
  nChanged 294
		SP:Iteration 15Q (60306.980000 sec): 3 clusters
  Score: Raw -2237795.988180 + Penalty 3187.893186 = -2234608.094994
  nChanged 213
		SP:Iteration 16Q (60307.210000 sec): 3 clusters
  Score: Raw -2237934.913786 + Penalty 3187.893186 = -2234747.020600
  nChanged 158
		SP:Iteration 17Q (60307.510000 sec): 3 clusters
  Score: Raw -2238028.639748 + Penalty 3187.893186 = -2234840.746562
  nChanged 118
		SP:Iteration 18Q (60307.750000 sec): 3 clusters
  Score: Raw -2238095.017114 + Penalty 3187.893186 = -2234907.123928
  nChanged 87
		SP:Iteration 19Q (60308.000000 sec): 3 clusters
  Score: Raw -2238136.966064 + Penalty 3187.893186 = -2234949.072879
  nChanged 70
		SP:Iteration 20F (60308.250000 sec): 3 clusters
  Score: Raw -2238171.326659 + Penalty 3187.893186 = -2234983.433473
  nChanged 63
		SP:Iteration 21Q (60308.530000 sec): 3 clusters
  Score: Raw -2238200.417800 + Penalty 3187.893186 = -2235012.524615
  nChanged 46
		SP:Iteration 22Q (60308.760000 sec): 3 clusters
  Score: Raw -2238221.621075 + Penalty 3187.893186 = -2235033.727890
  nChanged 32
		SP:Iteration 23Q (60309.040000 sec): 3 clusters
  Score: Raw -2238238.355127 + Penalty 3187.893186 = -2235050.461941
  nChanged 32
		SP:Iteration 24Q (60309.310000 sec): 3 clusters
  Score: Raw -2238257.041139 + Penalty 3187.893186 = -2235069.147953
  nChanged 33
		SP:Iteration 25Q (60309.630000 sec): 3 clusters
  Score: Raw -2238274.005734 + Penalty 3187.893186 = -2235086.112548
  nChanged 30
		SP:Iteration 26Q (60309.840000 sec): 3 clusters
  Score: Raw -2238296.012878 + Penalty 3187.893186 = -2235108.119692
  nChanged 26
		SP:Iteration 27Q (60310.120000 sec): 3 clusters
  Score: Raw -2238308.092650 + Penalty 3187.893186 = -2235120.199465
  nChanged 17
		SP:Iteration 28Q (60310.430000 sec): 3 clusters
  Score: Raw -2238316.100833 + Penalty 3187.893186 = -2235128.207647
  nChanged 14
		SP:Iteration 29Q (60310.710000 sec): 3 clusters
  Score: Raw -2238321.884837 + Penalty 3187.893186 = -2235133.991652
  nChanged 7
		SP:Iteration 30Q (60310.960000 sec): 3 clusters
  Score: Raw -2238326.337148 + Penalty 3187.893186 = -2235138.443963
  nChanged 7
		SP:Iteration 31Q (60311.250000 sec): 3 clusters
  Score: Raw -2238330.223579 + Penalty 3187.893186 = -2235142.330394
  nChanged 9
		SP:Iteration 32Q (60311.440000 sec): 3 clusters
  Score: Raw -2238335.039860 + Penalty 3187.893186 = -2235147.146674
  nChanged 7
		SP:Iteration 33Q (60311.700000 sec): 3 clusters
  Score: Raw -2238337.523351 + Penalty 3187.893186 = -2235149.630165
  nChanged 5
		SP:Iteration 34Q (60311.990000 sec): 3 clusters
  Score: Raw -2238340.811988 + Penalty 3187.893186 = -2235152.918803
  nChanged 4
		SP:Iteration 35Q (60312.290000 sec): 3 clusters
  Score: Raw -2238342.097289 + Penalty 3187.893186 = -2235154.204104
  nChanged 4
		SP:Iteration 36Q (60312.610000 sec): 3 clusters
  Score: Raw -2238343.951721 + Penalty 3187.893186 = -2235156.058535
  nChanged 6
		SP:Iteration 37Q (60312.900000 sec): 3 clusters
  Score: Raw -2238347.518833 + Penalty 3187.893186 = -2235159.625647
  nChanged 3
		SP:Iteration 38Q (60313.170000 sec): 3 clusters
  Score: Raw -2238348.760956 + Penalty 3187.893186 = -2235160.867770
  nChanged 2
		SP:Iteration 39Q (60313.430000 sec): 3 clusters
  Score: Raw -2238349.733189 + Penalty 3187.893186 = -2235161.840004
  nChanged 1
		SP:Iteration 40F (60313.680000 sec): 3 clusters
  Score: Raw -2238350.260263 + Penalty 3187.893186 = -2235162.367077
  nChanged 1
		SP:Iteration 41Q (60313.950000 sec): 3 clusters
  Score: Raw -2238350.927371 + Penalty 3187.893186 = -2235163.034185
  nChanged 2
		SP:Iteration 42Q (60314.270000 sec): 3 clusters
  Score: Raw -2238351.708780 + Penalty 3187.893186 = -2235163.815594
  nChanged 4
		SP:Iteration 43Q (60314.500000 sec): 3 clusters
  Score: Raw -2238354.668792 + Penalty 3187.893186 = -2235166.775606
  nChanged 6
		SP:Iteration 44Q (60314.780000 sec): 3 clusters
  Score: Raw -2238360.733244 + Penalty 3187.893186 = -2235172.840059
  nChanged 11
		SP:Iteration 45Q (60315.060000 sec): 3 clusters
  Score: Raw -2238367.572325 + Penalty 3187.893186 = -2235179.679139
  nChanged 10
		SP:Iteration 46Q (60315.300000 sec): 3 clusters
  Score: Raw -2238372.058023 + Penalty 3187.893186 = -2235184.164838
  nChanged 6
		SP:Iteration 47Q (60315.610000 sec): 3 clusters
  Score: Raw -2238376.351258 + Penalty 3187.893186 = -2235188.458072
  nChanged 4
		SP:Iteration 48Q (60315.900000 sec): 3 clusters
  Score: Raw -2238378.435606 + Penalty 3187.893186 = -2235190.542420
  nChanged 4
		SP:Iteration 49Q (60316.120000 sec): 3 clusters
  Score: Raw -2238380.475088 + Penalty 3187.893186 = -2235192.581902
  nChanged 4
		SP:Iteration 50Q (60316.360000 sec): 3 clusters
  Score: Raw -2238383.024452 + Penalty 3187.893186 = -2235195.131266
  nChanged 2
		SP:Iteration 51Q (60316.630000 sec): 3 clusters
  Score: Raw -2238384.279562 + Penalty 3187.893186 = -2235196.386377
  nChanged 3
		SP:Iteration 52Q (60316.900000 sec): 3 clusters
  Score: Raw -2238385.970941 + Penalty 3187.893186 = -2235198.077755
  nChanged 4
		SP:Iteration 53Q (60317.200000 sec): 3 clusters
  Score: Raw -2238388.774088 + Penalty 3187.893186 = -2235200.880902
  nChanged 4
		SP:Iteration 54Q (60317.460000 sec): 3 clusters
  Score: Raw -2238391.080320 + Penalty 3187.893186 = -2235203.187134
  nChanged 2
		SP:Iteration 55Q (60317.730000 sec): 3 clusters
  Score: Raw -2238392.479097 + Penalty 3187.893186 = -2235204.585911
  nChanged 2
		SP:Iteration 56Q (60317.990000 sec): 3 clusters
  Score: Raw -2238394.281249 + Penalty 3187.893186 = -2235206.388063
  nChanged 4
		SP:Iteration 57Q (60318.240000 sec): 3 clusters
  Score: Raw -2238396.361192 + Penalty 3187.893186 = -2235208.468006
  nChanged 3
		SP:Iteration 58Q (60318.540000 sec): 3 clusters
  Score: Raw -2238397.606873 + Penalty 3187.893186 = -2235209.713687
  nChanged 2
		SP:Iteration 59Q (60318.840000 sec): 3 clusters
  Score: Raw -2238398.723579 + Penalty 3187.893186 = -2235210.830394
  nChanged 1
		SP:Iteration 60F (60319.150000 sec): 3 clusters
  Score: Raw -2238398.952086 + Penalty 3187.893186 = -2235211.058900
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 53 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60319.240000 sec): 2 clusters
  Score: Raw -60553.953972 + Penalty 1025.951558 = -59528.002414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60319.380000 sec): 3 clusters
  Score: Raw -60471.466641 + Penalty 2051.903115 = -58419.563526
  nChanged 122
		SP:Iteration 1F (60319.560000 sec): 3 clusters
  Score: Raw -60628.991253 + Penalty 2051.903115 = -58577.088138
  nChanged 31
		SP:Iteration 2F (60319.730000 sec): 3 clusters
  Score: Raw -60672.016990 + Penalty 2051.903115 = -58620.113875
  nChanged 17
		SP:Iteration 3Q (60319.910000 sec): 3 clusters
  Score: Raw -60696.947294 + Penalty 2051.903115 = -58645.044179
  nChanged 10
		SP:Iteration 4Q (60320.080000 sec): 3 clusters
  Score: Raw -60709.862171 + Penalty 2051.903115 = -58657.959056
  nChanged 6
		SP:Iteration 5Q (60320.260000 sec): 3 clusters
  Score: Raw -60716.639099 + Penalty 2051.903115 = -58664.735984
  nChanged 0
		SP:Iteration 6F (60320.520000 sec): 3 clusters
  Score: Raw -60716.639099 + Penalty 2051.903115 = -58664.735984
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 54 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60320.600000 sec): 2 clusters
  Score: Raw -61108.218389 + Penalty 1013.410058 = -60094.808331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60320.800000 sec): 3 clusters
  Score: Raw -61032.710348 + Penalty 2026.820117 = -59005.890231
  nChanged 108
		SP:Iteration 1F (60321.010000 sec): 3 clusters
  Score: Raw -61175.342772 + Penalty 2026.820117 = -59148.522655
  nChanged 33
		SP:Iteration 2F (60321.190000 sec): 3 clusters
  Score: Raw -61229.644801 + Penalty 2026.820117 = -59202.824684
  nChanged 13
		SP:Iteration 3Q (60321.420000 sec): 3 clusters
  Score: Raw -61249.821443 + Penalty 2026.820117 = -59223.001326
  nChanged 8
		SP:Iteration 4Q (60321.630000 sec): 3 clusters
  Score: Raw -61260.777832 + Penalty 2026.820117 = -59233.957715
  nChanged 6
		SP:Iteration 5Q (60321.800000 sec): 3 clusters
  Score: Raw -61267.412694 + Penalty 2026.820117 = -59240.592577
  nChanged 5
		SP:Iteration 6Q (60322.000000 sec): 3 clusters
  Score: Raw -61277.098586 + Penalty 2026.820117 = -59250.278469
  nChanged 5
		SP:Iteration 7Q (60322.260000 sec): 3 clusters
  Score: Raw -61281.844183 + Penalty 2026.820117 = -59255.024066
  nChanged 2
		SP:Iteration 8Q (60322.430000 sec): 3 clusters
  Score: Raw -61287.367666 + Penalty 2026.820117 = -59260.547550
  nChanged 1
		SP:Iteration 9Q (60322.670000 sec): 3 clusters
  Score: Raw -61288.574136 + Penalty 2026.820117 = -59261.754019
  nChanged 1
		SP:Iteration 10Q (60322.920000 sec): 3 clusters
  Score: Raw -61294.805240 + Penalty 2026.820117 = -59267.985123
  nChanged 2
		SP:Iteration 11Q (60323.150000 sec): 3 clusters
  Score: Raw -61298.235258 + Penalty 2026.820117 = -59271.415141
  nChanged 4
		SP:Iteration 12Q (60323.310000 sec): 3 clusters
  Score: Raw -61307.205888 + Penalty 2026.820117 = -59280.385771
  nChanged 4
		SP:Iteration 13Q (60323.480000 sec): 3 clusters
  Score: Raw -61314.665254 + Penalty 2026.820117 = -59287.845137
  nChanged 1
		SP:Iteration 14Q (60323.690000 sec): 3 clusters
  Score: Raw -61315.990245 + Penalty 2026.820117 = -59289.170128
  nChanged 0
		SP:Iteration 15F (60323.910000 sec): 3 clusters
  Score: Raw -61315.990245 + Penalty 2026.820117 = -59289.170128
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 55 (39510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60324.230000 sec): 2 clusters
  Score: Raw -4809632.642509 + Penalty 1719.950226 = -4807912.692283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60324.580000 sec): 3 clusters
  Score: Raw -4784961.342786 + Penalty 3439.900452 = -4781521.442334
  nChanged 18478
		SP:Iteration 1F (60325.030000 sec): 3 clusters
  Score: Raw -4795759.280120 + Penalty 3439.900452 = -4792319.379667
  nChanged 1989
		SP:Iteration 2F (60325.430000 sec): 3 clusters
  Score: Raw -4796521.046641 + Penalty 3439.900452 = -4793081.146188
  nChanged 2068
		SP:Iteration 3F (60325.830000 sec): 3 clusters
  Score: Raw -4797433.154461 + Penalty 3439.900452 = -4793993.254009
  nChanged 2141
		SP:Iteration 4F (60326.250000 sec): 3 clusters
  Score: Raw -4798518.122393 + Penalty 3439.900452 = -4795078.221940
  nChanged 2326
		SP:Iteration 5F (60326.700000 sec): 3 clusters
  Score: Raw -4799859.977124 + Penalty 3439.900452 = -4796420.076672
  nChanged 2492
		SP:Iteration 6F (60327.090000 sec): 3 clusters
  Score: Raw -4801497.573517 + Penalty 3439.900452 = -4798057.673065
  nChanged 2470
		SP:Iteration 7F (60327.450000 sec): 3 clusters
  Score: Raw -4803294.916039 + Penalty 3439.900452 = -4799855.015587
  nChanged 2373
		SP:Iteration 8F (60327.840000 sec): 3 clusters
  Score: Raw -4805212.972315 + Penalty 3439.900452 = -4801773.071862
  nChanged 2016
		SP:Iteration 9F (60328.180000 sec): 3 clusters
  Score: Raw -4806912.336964 + Penalty 3439.900452 = -4803472.436512
  nChanged 1463
		SP:Iteration 10Q (60328.510000 sec): 3 clusters
  Score: Raw -4808145.034801 + Penalty 3439.900452 = -4804705.134349
  nChanged 963
		SP:Iteration 11Q (60328.910000 sec): 3 clusters
  Score: Raw -4808921.966356 + Penalty 3439.900452 = -4805482.065904
  nChanged 523
		SP:Iteration 12Q (60329.250000 sec): 3 clusters
  Score: Raw -4809314.152763 + Penalty 3439.900452 = -4805874.252311
  nChanged 270
		SP:Iteration 13Q (60329.590000 sec): 3 clusters
  Score: Raw -4809538.033748 + Penalty 3439.900452 = -4806098.133296
  nChanged 141
		SP:Iteration 14Q (60329.970000 sec): 3 clusters
  Score: Raw -4809643.901953 + Penalty 3439.900452 = -4806204.001501
  nChanged 74
		SP:Iteration 15Q (60330.320000 sec): 3 clusters
  Score: Raw -4809703.262058 + Penalty 3439.900452 = -4806263.361605
  nChanged 42
		SP:Iteration 16Q (60330.660000 sec): 3 clusters
  Score: Raw -4809743.002553 + Penalty 3439.900452 = -4806303.102101
  nChanged 29
		SP:Iteration 17Q (60331.000000 sec): 3 clusters
  Score: Raw -4809770.833402 + Penalty 3439.900452 = -4806330.932950
  nChanged 25
		SP:Iteration 18Q (60331.360000 sec): 3 clusters
  Score: Raw -4809796.500072 + Penalty 3439.900452 = -4806356.599620
  nChanged 18
		SP:Iteration 19Q (60331.700000 sec): 3 clusters
  Score: Raw -4809814.133021 + Penalty 3439.900452 = -4806374.232569
  nChanged 15
		SP:Iteration 20F (60332.120000 sec): 3 clusters
  Score: Raw -4809827.597177 + Penalty 3439.900452 = -4806387.696725
  nChanged 9
		SP:Iteration 21Q (60332.410000 sec): 3 clusters
  Score: Raw -4809840.673370 + Penalty 3439.900452 = -4806400.772918
  nChanged 11
		SP:Iteration 22Q (60332.790000 sec): 3 clusters
  Score: Raw -4809852.635516 + Penalty 3439.900452 = -4806412.735064
  nChanged 11
		SP:Iteration 23Q (60333.150000 sec): 3 clusters
  Score: Raw -4809860.712689 + Penalty 3439.900452 = -4806420.812236
  nChanged 5
		SP:Iteration 24Q (60333.520000 sec): 3 clusters
  Score: Raw -4809864.032511 + Penalty 3439.900452 = -4806424.132059
  nChanged 5
		SP:Iteration 25Q (60333.910000 sec): 3 clusters
  Score: Raw -4809869.730965 + Penalty 3439.900452 = -4806429.830513
  nChanged 4
		SP:Iteration 26Q (60334.250000 sec): 3 clusters
  Score: Raw -4809873.497057 + Penalty 3439.900452 = -4806433.596605
  nChanged 2
		SP:Iteration 27Q (60334.670000 sec): 3 clusters
  Score: Raw -4809875.872386 + Penalty 3439.900452 = -4806435.971934
  nChanged 1
		SP:Iteration 28Q (60335.010000 sec): 3 clusters
  Score: Raw -4809876.374218 + Penalty 3439.900452 = -4806436.473766
  nChanged 1
		SP:Iteration 29Q (60335.420000 sec): 3 clusters
  Score: Raw -4809876.790152 + Penalty 3439.900452 = -4806436.889699
  nChanged 0
		SP:Iteration 30F (60335.810000 sec): 3 clusters
  Score: Raw -4809876.790152 + Penalty 3439.900452 = -4806436.889699
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 56 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60335.970000 sec): 2 clusters
  Score: Raw -11133.442825 + Penalty 773.853264 = -10359.589561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60336.170000 sec): 3 clusters
  Score: Raw -11351.363407 + Penalty 1547.706529 = -9803.656878
  nChanged 13
		SP:Iteration 1F (60336.350000 sec): 3 clusters
  Score: Raw -11460.237879 + Penalty 1547.706529 = -9912.531351
  nChanged 4
		SP:Iteration 2Q (60336.510000 sec): 3 clusters
  Score: Raw -11477.524532 + Penalty 1547.706529 = -9929.818003
  nChanged 1
		SP:Iteration 3Q (60336.770000 sec): 3 clusters
  Score: Raw -11482.825940 + Penalty 1547.706529 = -9935.119411
  nChanged 1
		SP:Iteration 4Q (60336.920000 sec): 3 clusters
  Score: Raw -11488.654734 + Penalty 1547.706529 = -9940.948205
  nChanged 0
		SP:Iteration 5F (60337.070000 sec): 3 clusters
  Score: Raw -11488.654734 + Penalty 1547.706529 = -9940.948205
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 57 (15006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60337.270000 sec): 2 clusters
  Score: Raw -1650586.644069 + Penalty 1562.633378 = -1649024.010691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60337.510000 sec): 3 clusters
  Score: Raw -1641824.604034 + Penalty 3125.266755 = -1638699.337279
  nChanged 6639
		SP:Iteration 1F (60337.760000 sec): 3 clusters
  Score: Raw -1645908.843679 + Penalty 3125.266755 = -1642783.576924
  nChanged 1063
		SP:Iteration 2F (60337.990000 sec): 3 clusters
  Score: Raw -1646525.516846 + Penalty 3125.266755 = -1643400.250091
  nChanged 1010
		SP:Iteration 3F (60338.250000 sec): 3 clusters
  Score: Raw -1647147.895717 + Penalty 3125.266755 = -1644022.628962
  nChanged 911
		SP:Iteration 4F (60338.530000 sec): 3 clusters
  Score: Raw -1647691.470794 + Penalty 3125.266755 = -1644566.204039
  nChanged 793
		SP:Iteration 5F (60338.790000 sec): 3 clusters
  Score: Raw -1648115.877918 + Penalty 3125.266755 = -1644990.611163
  nChanged 678
		SP:Iteration 6Q (60339.070000 sec): 3 clusters
  Score: Raw -1648445.826701 + Penalty 3125.266755 = -1645320.559946
  nChanged 572
		SP:Iteration 7Q (60339.350000 sec): 3 clusters
  Score: Raw -1648726.787549 + Penalty 3125.266755 = -1645601.520794
  nChanged 507
		SP:Iteration 8Q (60339.610000 sec): 3 clusters
  Score: Raw -1648943.983007 + Penalty 3125.266755 = -1645818.716252
  nChanged 430
		SP:Iteration 9Q (60339.820000 sec): 3 clusters
  Score: Raw -1649141.144658 + Penalty 3125.266755 = -1646015.877903
  nChanged 363
		SP:Iteration 10Q (60340.070000 sec): 3 clusters
  Score: Raw -1649326.916327 + Penalty 3125.266755 = -1646201.649572
  nChanged 357
		SP:Iteration 11Q (60340.300000 sec): 3 clusters
  Score: Raw -1649503.040857 + Penalty 3125.266755 = -1646377.774102
  nChanged 321
		SP:Iteration 12Q (60340.590000 sec): 3 clusters
  Score: Raw -1649658.050030 + Penalty 3125.266755 = -1646532.783275
  nChanged 297
		SP:Iteration 13Q (60340.810000 sec): 3 clusters
  Score: Raw -1649796.698029 + Penalty 3125.266755 = -1646671.431274
  nChanged 284
		SP:Iteration 14Q (60341.050000 sec): 3 clusters
  Score: Raw -1649917.896292 + Penalty 3125.266755 = -1646792.629537
  nChanged 219
		SP:Iteration 15Q (60341.270000 sec): 3 clusters
  Score: Raw -1650010.958097 + Penalty 3125.266755 = -1646885.691342
  nChanged 201
		SP:Iteration 16Q (60341.560000 sec): 3 clusters
  Score: Raw -1650073.413400 + Penalty 3125.266755 = -1646948.146645
  nChanged 172
		SP:Iteration 17Q (60341.770000 sec): 3 clusters
  Score: Raw -1650132.286927 + Penalty 3125.266755 = -1647007.020172
  nChanged 152
		SP:Iteration 18Q (60342.050000 sec): 3 clusters
  Score: Raw -1650177.946172 + Penalty 3125.266755 = -1647052.679417
  nChanged 130
		SP:Iteration 19Q (60342.320000 sec): 3 clusters
  Score: Raw -1650214.451628 + Penalty 3125.266755 = -1647089.184873
  nChanged 128
		SP:Iteration 20F (60342.570000 sec): 3 clusters
  Score: Raw -1650253.428518 + Penalty 3125.266755 = -1647128.161763
  nChanged 122
		SP:Iteration 21Q (60342.820000 sec): 3 clusters
  Score: Raw -1650286.581919 + Penalty 3125.266755 = -1647161.315164
  nChanged 110
		SP:Iteration 22Q (60343.120000 sec): 3 clusters
  Score: Raw -1650315.782727 + Penalty 3125.266755 = -1647190.515972
  nChanged 120
		SP:Iteration 23Q (60343.360000 sec): 3 clusters
  Score: Raw -1650344.035969 + Penalty 3125.266755 = -1647218.769214
  nChanged 103
		SP:Iteration 24Q (60343.610000 sec): 3 clusters
  Score: Raw -1650369.352524 + Penalty 3125.266755 = -1647244.085769
  nChanged 103
		SP:Iteration 25Q (60343.880000 sec): 3 clusters
  Score: Raw -1650393.736507 + Penalty 3125.266755 = -1647268.469752
  nChanged 88
		SP:Iteration 26Q (60344.140000 sec): 3 clusters
  Score: Raw -1650413.925524 + Penalty 3125.266755 = -1647288.658768
  nChanged 86
		SP:Iteration 27Q (60344.430000 sec): 3 clusters
  Score: Raw -1650432.686934 + Penalty 3125.266755 = -1647307.420179
  nChanged 90
		SP:Iteration 28Q (60344.700000 sec): 3 clusters
  Score: Raw -1650454.276065 + Penalty 3125.266755 = -1647329.009310
  nChanged 83
		SP:Iteration 29Q (60344.940000 sec): 3 clusters
  Score: Raw -1650480.258137 + Penalty 3125.266755 = -1647354.991382
  nChanged 85
		SP:Iteration 30Q (60345.180000 sec): 3 clusters
  Score: Raw -1650510.646631 + Penalty 3125.266755 = -1647385.379876
  nChanged 95
		SP:Iteration 31Q (60345.420000 sec): 3 clusters
  Score: Raw -1650549.599654 + Penalty 3125.266755 = -1647424.332899
  nChanged 112
		SP:Iteration 32Q (60345.710000 sec): 3 clusters
  Score: Raw -1650593.081529 + Penalty 3125.266755 = -1647467.814774
  nChanged 118
		SP:Iteration 33Q (60345.950000 sec): 3 clusters
  Score: Raw -1650637.263030 + Penalty 3125.266755 = -1647511.996275
  nChanged 106
		SP:Iteration 34Q (60346.210000 sec): 3 clusters
  Score: Raw -1650678.010497 + Penalty 3125.266755 = -1647552.743742
  nChanged 115
		SP:Iteration 35Q (60346.480000 sec): 3 clusters
  Score: Raw -1650720.985786 + Penalty 3125.266755 = -1647595.719031
  nChanged 87
		SP:Iteration 36Q (60346.740000 sec): 3 clusters
  Score: Raw -1650749.704225 + Penalty 3125.266755 = -1647624.437470
  nChanged 83
		SP:Iteration 37Q (60347.040000 sec): 3 clusters
  Score: Raw -1650777.024409 + Penalty 3125.266755 = -1647651.757654
  nChanged 87
		SP:Iteration 38Q (60347.330000 sec): 3 clusters
  Score: Raw -1650810.567894 + Penalty 3125.266755 = -1647685.301139
  nChanged 83
		SP:Iteration 39Q (60347.540000 sec): 3 clusters
  Score: Raw -1650842.829192 + Penalty 3125.266755 = -1647717.562437
  nChanged 83
		SP:Iteration 40F (60347.800000 sec): 3 clusters
  Score: Raw -1650872.774733 + Penalty 3125.266755 = -1647747.507978
  nChanged 65
		SP:Iteration 41Q (60348.000000 sec): 3 clusters
  Score: Raw -1650895.784443 + Penalty 3125.266755 = -1647770.517688
  nChanged 54
		SP:Iteration 42Q (60348.210000 sec): 3 clusters
  Score: Raw -1650915.947509 + Penalty 3125.266755 = -1647790.680754
  nChanged 71
		SP:Iteration 43Q (60348.450000 sec): 3 clusters
  Score: Raw -1650944.992479 + Penalty 3125.266755 = -1647819.725724
  nChanged 65
		SP:Iteration 44Q (60348.690000 sec): 3 clusters
  Score: Raw -1650968.775205 + Penalty 3125.266755 = -1647843.508450
  nChanged 55
		SP:Iteration 45Q (60348.910000 sec): 3 clusters
  Score: Raw -1650989.650478 + Penalty 3125.266755 = -1647864.383723
  nChanged 47
		SP:Iteration 46Q (60349.200000 sec): 3 clusters
  Score: Raw -1651006.586295 + Penalty 3125.266755 = -1647881.319540
  nChanged 43
		SP:Iteration 47Q (60349.430000 sec): 3 clusters
  Score: Raw -1651024.363836 + Penalty 3125.266755 = -1647899.097081
  nChanged 39
		SP:Iteration 48Q (60349.670000 sec): 3 clusters
  Score: Raw -1651041.377356 + Penalty 3125.266755 = -1647916.110601
  nChanged 46
		SP:Iteration 49Q (60349.890000 sec): 3 clusters
  Score: Raw -1651058.812619 + Penalty 3125.266755 = -1647933.545864
  nChanged 25
		SP:Iteration 50Q (60350.120000 sec): 3 clusters
  Score: Raw -1651066.958615 + Penalty 3125.266755 = -1647941.691860
  nChanged 18
		SP:Iteration 51Q (60350.360000 sec): 3 clusters
  Score: Raw -1651072.432024 + Penalty 3125.266755 = -1647947.165269
  nChanged 18
		SP:Iteration 52Q (60350.660000 sec): 3 clusters
  Score: Raw -1651076.095712 + Penalty 3125.266755 = -1647950.828957
  nChanged 11
		SP:Iteration 53Q (60350.910000 sec): 3 clusters
  Score: Raw -1651079.123922 + Penalty 3125.266755 = -1647953.857167
  nChanged 13
		SP:Iteration 54Q (60351.170000 sec): 3 clusters
  Score: Raw -1651083.280251 + Penalty 3125.266755 = -1647958.013496
  nChanged 14
		SP:Iteration 55Q (60351.400000 sec): 3 clusters
  Score: Raw -1651088.951690 + Penalty 3125.266755 = -1647963.684935
  nChanged 18
		SP:Iteration 56Q (60351.600000 sec): 3 clusters
  Score: Raw -1651093.415824 + Penalty 3125.266755 = -1647968.149069
  nChanged 13
		SP:Iteration 57Q (60351.840000 sec): 3 clusters
  Score: Raw -1651096.981650 + Penalty 3125.266755 = -1647971.714895
  nChanged 12
		SP:Iteration 58Q (60352.080000 sec): 3 clusters
  Score: Raw -1651101.276070 + Penalty 3125.266755 = -1647976.009315
  nChanged 13
		SP:Iteration 59Q (60352.280000 sec): 3 clusters
  Score: Raw -1651107.525725 + Penalty 3125.266755 = -1647982.258970
  nChanged 13
		SP:Iteration 60F (60352.560000 sec): 3 clusters
  Score: Raw -1651111.130363 + Penalty 3125.266755 = -1647985.863608
  nChanged 9
		SP:Iteration 61Q (60352.840000 sec): 3 clusters
  Score: Raw -1651115.027364 + Penalty 3125.266755 = -1647989.760609
  nChanged 8
		SP:Iteration 62Q (60353.100000 sec): 3 clusters
  Score: Raw -1651118.083941 + Penalty 3125.266755 = -1647992.817186
  nChanged 12
		SP:Iteration 63Q (60353.330000 sec): 3 clusters
  Score: Raw -1651122.140268 + Penalty 3125.266755 = -1647996.873513
  nChanged 12
		SP:Iteration 64Q (60353.580000 sec): 3 clusters
  Score: Raw -1651126.630053 + Penalty 3125.266755 = -1648001.363298
  nChanged 5
		SP:Iteration 65Q (60353.820000 sec): 3 clusters
  Score: Raw -1651128.498093 + Penalty 3125.266755 = -1648003.231338
  nChanged 9
		SP:Iteration 66Q (60354.080000 sec): 3 clusters
  Score: Raw -1651131.295421 + Penalty 3125.266755 = -1648006.028666
  nChanged 5
		SP:Iteration 67Q (60354.370000 sec): 3 clusters
  Score: Raw -1651132.592315 + Penalty 3125.266755 = -1648007.325560
  nChanged 5
		SP:Iteration 68Q (60354.610000 sec): 3 clusters
  Score: Raw -1651133.705095 + Penalty 3125.266755 = -1648008.438340
  nChanged 3
		SP:Iteration 69Q (60354.840000 sec): 3 clusters
  Score: Raw -1651134.237926 + Penalty 3125.266755 = -1648008.971171
  nChanged 2
		SP:Iteration 70Q (60355.060000 sec): 3 clusters
  Score: Raw -1651134.590129 + Penalty 3125.266755 = -1648009.323374
  nChanged 2
		SP:Iteration 71Q (60355.310000 sec): 3 clusters
  Score: Raw -1651135.370986 + Penalty 3125.266755 = -1648010.104231
  nChanged 4
		SP:Iteration 72Q (60355.540000 sec): 3 clusters
  Score: Raw -1651137.260185 + Penalty 3125.266755 = -1648011.993430
  nChanged 7
		SP:Iteration 73Q (60355.840000 sec): 3 clusters
  Score: Raw -1651140.626392 + Penalty 3125.266755 = -1648015.359637
  nChanged 8
		SP:Iteration 74Q (60356.090000 sec): 3 clusters
  Score: Raw -1651143.518007 + Penalty 3125.266755 = -1648018.251252
  nChanged 7
		SP:Iteration 75Q (60356.330000 sec): 3 clusters
  Score: Raw -1651145.166387 + Penalty 3125.266755 = -1648019.899632
  nChanged 6
		SP:Iteration 76Q (60356.610000 sec): 3 clusters
  Score: Raw -1651147.073191 + Penalty 3125.266755 = -1648021.806436
  nChanged 5
		SP:Iteration 77Q (60356.890000 sec): 3 clusters
  Score: Raw -1651147.988490 + Penalty 3125.266755 = -1648022.721735
  nChanged 2
		SP:Iteration 78Q (60357.110000 sec): 3 clusters
  Score: Raw -1651148.440632 + Penalty 3125.266755 = -1648023.173877
  nChanged 2
		SP:Iteration 79Q (60357.320000 sec): 3 clusters
  Score: Raw -1651148.800663 + Penalty 3125.266755 = -1648023.533908
  nChanged 0
		SP:Iteration 80F (60357.570000 sec): 3 clusters
  Score: Raw -1651148.800663 + Penalty 3125.266755 = -1648023.533908
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 58 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60357.680000 sec): 2 clusters
  Score: Raw -68907.017089 + Penalty 1034.271998 = -67872.745091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60357.870000 sec): 3 clusters
  Score: Raw -68821.091514 + Penalty 2068.543996 = -66752.547518
  nChanged 148
		SP:Iteration 1F (60358.090000 sec): 3 clusters
  Score: Raw -69000.678765 + Penalty 2068.543996 = -66932.134769
  nChanged 34
		SP:Iteration 2F (60358.260000 sec): 3 clusters
  Score: Raw -69063.369246 + Penalty 2068.543996 = -66994.825250
  nChanged 27
		SP:Iteration 3Q (60358.380000 sec): 3 clusters
  Score: Raw -69136.099817 + Penalty 2068.543996 = -67067.555821
  nChanged 31
		SP:Iteration 4F (60358.580000 sec): 3 clusters
  Score: Raw -69235.333836 + Penalty 2068.543996 = -67166.789840
  nChanged 32
		SP:Iteration 5F (60358.760000 sec): 3 clusters
  Score: Raw -69296.865412 + Penalty 2068.543996 = -67228.321416
  nChanged 17
		SP:Iteration 6Q (60358.940000 sec): 3 clusters
  Score: Raw -69328.621729 + Penalty 2068.543996 = -67260.077733
  nChanged 9
		SP:Iteration 7Q (60359.170000 sec): 3 clusters
  Score: Raw -69344.495096 + Penalty 2068.543996 = -67275.951100
  nChanged 5
		SP:Iteration 8Q (60359.340000 sec): 3 clusters
  Score: Raw -69352.024942 + Penalty 2068.543996 = -67283.480946
  nChanged 6
		SP:Iteration 9Q (60359.560000 sec): 3 clusters
  Score: Raw -69364.443566 + Penalty 2068.543996 = -67295.899570
  nChanged 5
		SP:Iteration 10Q (60359.790000 sec): 3 clusters
  Score: Raw -69369.933043 + Penalty 2068.543996 = -67301.389047
  nChanged 4
		SP:Iteration 11Q (60359.940000 sec): 3 clusters
  Score: Raw -69377.866667 + Penalty 2068.543996 = -67309.322671
  nChanged 3
		SP:Iteration 12Q (60360.200000 sec): 3 clusters
  Score: Raw -69382.762095 + Penalty 2068.543996 = -67314.218099
  nChanged 6
		SP:Iteration 13Q (60360.340000 sec): 3 clusters
  Score: Raw -69392.144776 + Penalty 2068.543996 = -67323.600780
  nChanged 3
		SP:Iteration 14Q (60360.580000 sec): 3 clusters
  Score: Raw -69400.139370 + Penalty 2068.543996 = -67331.595374
  nChanged 0
		SP:Iteration 15F (60360.740000 sec): 3 clusters
  Score: Raw -69400.139370 + Penalty 2068.543996 = -67331.595374
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 59 (5481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60360.890000 sec): 2 clusters
  Score: Raw -639816.173880 + Penalty 1398.969462 = -638417.204417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60361.100000 sec): 3 clusters
  Score: Raw -636898.094646 + Penalty 2797.938925 = -634100.155721
  nChanged 2225
		SP:Iteration 1F (60361.330000 sec): 3 clusters
  Score: Raw -638126.117077 + Penalty 2797.938925 = -635328.178152
  nChanged 361
		SP:Iteration 2F (60361.540000 sec): 3 clusters
  Score: Raw -638311.074014 + Penalty 2797.938925 = -635513.135089
  nChanged 272
		SP:Iteration 3Q (60361.770000 sec): 3 clusters
  Score: Raw -638443.123937 + Penalty 2797.938925 = -635645.185013
  nChanged 237
		SP:Iteration 4Q (60361.940000 sec): 3 clusters
  Score: Raw -638570.540457 + Penalty 2797.938925 = -635772.601533
  nChanged 185
		SP:Iteration 5Q (60362.140000 sec): 3 clusters
  Score: Raw -638677.474352 + Penalty 2797.938925 = -635879.535427
  nChanged 192
		SP:Iteration 6Q (60362.370000 sec): 3 clusters
  Score: Raw -638806.850905 + Penalty 2797.938925 = -636008.911980
  nChanged 209
		SP:Iteration 7Q (60362.590000 sec): 3 clusters
  Score: Raw -638925.240776 + Penalty 2797.938925 = -636127.301852
  nChanged 207
		SP:Iteration 8Q (60362.780000 sec): 3 clusters
  Score: Raw -639038.913287 + Penalty 2797.938925 = -636240.974362
  nChanged 199
		SP:Iteration 9Q (60362.990000 sec): 3 clusters
  Score: Raw -639146.780051 + Penalty 2797.938925 = -636348.841127
  nChanged 200
		SP:Iteration 10Q (60363.200000 sec): 3 clusters
  Score: Raw -639253.937729 + Penalty 2797.938925 = -636455.998804
  nChanged 170
		SP:Iteration 11Q (60363.400000 sec): 3 clusters
  Score: Raw -639346.992810 + Penalty 2797.938925 = -636549.053886
  nChanged 158
		SP:Iteration 12Q (60363.580000 sec): 3 clusters
  Score: Raw -639436.421061 + Penalty 2797.938925 = -636638.482136
  nChanged 150
		SP:Iteration 13Q (60363.780000 sec): 3 clusters
  Score: Raw -639527.605460 + Penalty 2797.938925 = -636729.666536
  nChanged 156
		SP:Iteration 14Q (60363.980000 sec): 3 clusters
  Score: Raw -639629.858805 + Penalty 2797.938925 = -636831.919880
  nChanged 155
		SP:Iteration 15Q (60364.180000 sec): 3 clusters
  Score: Raw -639737.040312 + Penalty 2797.938925 = -636939.101387
  nChanged 151
		SP:Iteration 16Q (60364.390000 sec): 3 clusters
  Score: Raw -639834.915978 + Penalty 2797.938925 = -637036.977054
  nChanged 101
		SP:Iteration 17Q (60364.570000 sec): 3 clusters
  Score: Raw -639897.243298 + Penalty 2797.938925 = -637099.304373
  nChanged 88
		SP:Iteration 18Q (60364.760000 sec): 3 clusters
  Score: Raw -639945.401111 + Penalty 2797.938925 = -637147.462186
  nChanged 77
		SP:Iteration 19Q (60364.970000 sec): 3 clusters
  Score: Raw -639992.030355 + Penalty 2797.938925 = -637194.091430
  nChanged 58
		SP:Iteration 20F (60365.170000 sec): 3 clusters
  Score: Raw -640022.148930 + Penalty 2797.938925 = -637224.210005
  nChanged 66
		SP:Iteration 21Q (60365.330000 sec): 3 clusters
  Score: Raw -640060.393284 + Penalty 2797.938925 = -637262.454360
  nChanged 69
		SP:Iteration 22Q (60365.530000 sec): 3 clusters
  Score: Raw -640098.063319 + Penalty 2797.938925 = -637300.124394
  nChanged 57
		SP:Iteration 23Q (60365.740000 sec): 3 clusters
  Score: Raw -640133.633362 + Penalty 2797.938925 = -637335.694438
  nChanged 57
		SP:Iteration 24Q (60365.910000 sec): 3 clusters
  Score: Raw -640170.086566 + Penalty 2797.938925 = -637372.147641
  nChanged 46
		SP:Iteration 25Q (60366.110000 sec): 3 clusters
  Score: Raw -640195.934529 + Penalty 2797.938925 = -637397.995604
  nChanged 38
		SP:Iteration 26Q (60366.360000 sec): 3 clusters
  Score: Raw -640218.146846 + Penalty 2797.938925 = -637420.207921
  nChanged 32
		SP:Iteration 27Q (60366.530000 sec): 3 clusters
  Score: Raw -640231.099161 + Penalty 2797.938925 = -637433.160236
  nChanged 18
		SP:Iteration 28Q (60366.680000 sec): 3 clusters
  Score: Raw -640240.582919 + Penalty 2797.938925 = -637442.643995
  nChanged 14
		SP:Iteration 29Q (60366.870000 sec): 3 clusters
  Score: Raw -640247.498021 + Penalty 2797.938925 = -637449.559096
  nChanged 10
		SP:Iteration 30Q (60367.050000 sec): 3 clusters
  Score: Raw -640253.621549 + Penalty 2797.938925 = -637455.682624
  nChanged 13
		SP:Iteration 31Q (60367.200000 sec): 3 clusters
  Score: Raw -640262.243802 + Penalty 2797.938925 = -637464.304877
  nChanged 16
		SP:Iteration 32Q (60367.380000 sec): 3 clusters
  Score: Raw -640271.379516 + Penalty 2797.938925 = -637473.440591
  nChanged 10
		SP:Iteration 33Q (60367.550000 sec): 3 clusters
  Score: Raw -640277.230591 + Penalty 2797.938925 = -637479.291666
  nChanged 12
		SP:Iteration 34Q (60367.710000 sec): 3 clusters
  Score: Raw -640283.700260 + Penalty 2797.938925 = -637485.761335
  nChanged 12
		SP:Iteration 35Q (60367.920000 sec): 3 clusters
  Score: Raw -640290.891718 + Penalty 2797.938925 = -637492.952794
  nChanged 15
		SP:Iteration 36Q (60368.140000 sec): 3 clusters
  Score: Raw -640299.077989 + Penalty 2797.938925 = -637501.139064
  nChanged 11
		SP:Iteration 37Q (60368.330000 sec): 3 clusters
  Score: Raw -640304.857061 + Penalty 2797.938925 = -637506.918136
  nChanged 11
		SP:Iteration 38Q (60368.530000 sec): 3 clusters
  Score: Raw -640309.248588 + Penalty 2797.938925 = -637511.309663
  nChanged 7
		SP:Iteration 39Q (60368.700000 sec): 3 clusters
  Score: Raw -640313.403211 + Penalty 2797.938925 = -637515.464287
  nChanged 7
		SP:Iteration 40F (60368.900000 sec): 3 clusters
  Score: Raw -640317.906219 + Penalty 2797.938925 = -637519.967294
  nChanged 11
		SP:Iteration 41Q (60369.080000 sec): 3 clusters
  Score: Raw -640323.689578 + Penalty 2797.938925 = -637525.750653
  nChanged 11
		SP:Iteration 42Q (60369.300000 sec): 3 clusters
  Score: Raw -640330.214009 + Penalty 2797.938925 = -637532.275084
  nChanged 9
		SP:Iteration 43Q (60369.500000 sec): 3 clusters
  Score: Raw -640334.064093 + Penalty 2797.938925 = -637536.125168
  nChanged 5
		SP:Iteration 44Q (60369.720000 sec): 3 clusters
  Score: Raw -640336.897454 + Penalty 2797.938925 = -637538.958529
  nChanged 8
		SP:Iteration 45Q (60369.910000 sec): 3 clusters
  Score: Raw -640340.744136 + Penalty 2797.938925 = -637542.805211
  nChanged 4
		SP:Iteration 46Q (60370.090000 sec): 3 clusters
  Score: Raw -640343.602182 + Penalty 2797.938925 = -637545.663257
  nChanged 8
		SP:Iteration 47Q (60370.280000 sec): 3 clusters
  Score: Raw -640350.479048 + Penalty 2797.938925 = -637552.540123
  nChanged 7
		SP:Iteration 48Q (60370.510000 sec): 3 clusters
  Score: Raw -640355.418459 + Penalty 2797.938925 = -637557.479534
  nChanged 8
		SP:Iteration 49Q (60370.720000 sec): 3 clusters
  Score: Raw -640359.979656 + Penalty 2797.938925 = -637562.040732
  nChanged 6
		SP:Iteration 50Q (60370.890000 sec): 3 clusters
  Score: Raw -640364.865586 + Penalty 2797.938925 = -637566.926662
  nChanged 9
		SP:Iteration 51Q (60371.100000 sec): 3 clusters
  Score: Raw -640369.922404 + Penalty 2797.938925 = -637571.983479
  nChanged 5
		SP:Iteration 52Q (60371.270000 sec): 3 clusters
  Score: Raw -640372.355743 + Penalty 2797.938925 = -637574.416818
  nChanged 2
		SP:Iteration 53Q (60371.500000 sec): 3 clusters
  Score: Raw -640374.454565 + Penalty 2797.938925 = -637576.515640
  nChanged 2
		SP:Iteration 54Q (60371.690000 sec): 3 clusters
  Score: Raw -640377.337494 + Penalty 2797.938925 = -637579.398570
  nChanged 7
		SP:Iteration 55Q (60371.830000 sec): 3 clusters
  Score: Raw -640382.603574 + Penalty 2797.938925 = -637584.664649
  nChanged 4
		SP:Iteration 56Q (60372.090000 sec): 3 clusters
  Score: Raw -640385.800279 + Penalty 2797.938925 = -637587.861355
  nChanged 6
		SP:Iteration 57Q (60372.290000 sec): 3 clusters
  Score: Raw -640390.492116 + Penalty 2797.938925 = -637592.553191
  nChanged 5
		SP:Iteration 58Q (60372.520000 sec): 3 clusters
  Score: Raw -640392.534453 + Penalty 2797.938925 = -637594.595529
  nChanged 2
		SP:Iteration 59Q (60372.740000 sec): 3 clusters
  Score: Raw -640392.954005 + Penalty 2797.938925 = -637595.015081
  nChanged 0
		SP:Iteration 60F (60372.940000 sec): 3 clusters
  Score: Raw -640392.954005 + Penalty 2797.938925 = -637595.015081
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 60 (4130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60373.070000 sec): 2 clusters
  Score: Raw -459740.862174 + Penalty 1352.980311 = -458387.881863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60373.260000 sec): 3 clusters
  Score: Raw -457701.102818 + Penalty 2705.960623 = -454995.142195
  nChanged 1567
		SP:Iteration 1F (60373.460000 sec): 3 clusters
  Score: Raw -458715.207887 + Penalty 2705.960623 = -456009.247264
  nChanged 376
		SP:Iteration 2F (60373.640000 sec): 3 clusters
  Score: Raw -459072.947309 + Penalty 2705.960623 = -456366.986686
  nChanged 324
		SP:Iteration 3F (60373.840000 sec): 3 clusters
  Score: Raw -459365.373154 + Penalty 2705.960623 = -456659.412531
  nChanged 241
		SP:Iteration 4F (60374.090000 sec): 3 clusters
  Score: Raw -459604.133394 + Penalty 2705.960623 = -456898.172771
  nChanged 234
		SP:Iteration 5F (60374.310000 sec): 3 clusters
  Score: Raw -459812.389720 + Penalty 2705.960623 = -457106.429097
  nChanged 221
		SP:Iteration 6F (60374.470000 sec): 3 clusters
  Score: Raw -459971.292722 + Penalty 2705.960623 = -457265.332099
  nChanged 172
		SP:Iteration 7Q (60374.640000 sec): 3 clusters
  Score: Raw -460082.575469 + Penalty 2705.960623 = -457376.614846
  nChanged 132
		SP:Iteration 8Q (60374.820000 sec): 3 clusters
  Score: Raw -460164.387423 + Penalty 2705.960623 = -457458.426800
  nChanged 107
		SP:Iteration 9Q (60375.020000 sec): 3 clusters
  Score: Raw -460229.076049 + Penalty 2705.960623 = -457523.115426
  nChanged 78
		SP:Iteration 10Q (60375.150000 sec): 3 clusters
  Score: Raw -460266.650813 + Penalty 2705.960623 = -457560.690190
  nChanged 49
		SP:Iteration 11Q (60375.370000 sec): 3 clusters
  Score: Raw -460292.119789 + Penalty 2705.960623 = -457586.159166
  nChanged 41
		SP:Iteration 12Q (60375.570000 sec): 3 clusters
  Score: Raw -460308.635023 + Penalty 2705.960623 = -457602.674400
  nChanged 32
		SP:Iteration 13Q (60375.760000 sec): 3 clusters
  Score: Raw -460320.775913 + Penalty 2705.960623 = -457614.815291
  nChanged 24
		SP:Iteration 14Q (60375.970000 sec): 3 clusters
  Score: Raw -460327.937707 + Penalty 2705.960623 = -457621.977084
  nChanged 13
		SP:Iteration 15Q (60376.140000 sec): 3 clusters
  Score: Raw -460331.080762 + Penalty 2705.960623 = -457625.120139
  nChanged 9
		SP:Iteration 16Q (60376.420000 sec): 3 clusters
  Score: Raw -460332.799562 + Penalty 2705.960623 = -457626.838939
  nChanged 3
		SP:Iteration 17Q (60376.630000 sec): 3 clusters
  Score: Raw -460333.242766 + Penalty 2705.960623 = -457627.282143
  nChanged 1
		SP:Iteration 18Q (60376.840000 sec): 3 clusters
  Score: Raw -460333.348795 + Penalty 2705.960623 = -457627.388172
  nChanged 0
		SP:Iteration 19F (60377.040000 sec): 3 clusters
  Score: Raw -460333.348795 + Penalty 2705.960623 = -457627.388172
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 61 (101961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60377.600000 sec): 2 clusters
  Score: Raw -11556664.565666 + Penalty 1874.006171 = -11554790.559495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60378.300000 sec): 3 clusters
  Score: Raw -11490035.228519 + Penalty 3748.012342 = -11486287.216177
  nChanged 49042
		SP:Iteration 1F (60378.960000 sec): 3 clusters
  Score: Raw -11519596.388049 + Penalty 3748.012342 = -11515848.375707
  nChanged 4208
		SP:Iteration 2Q (60379.690000 sec): 3 clusters
  Score: Raw -11521015.941688 + Penalty 3748.012342 = -11517267.929347
  nChanged 4594
		SP:Iteration 3Q (60380.300000 sec): 3 clusters
  Score: Raw -11522702.783926 + Penalty 3748.012342 = -11518954.771584
  nChanged 4937
		SP:Iteration 4Q (60380.940000 sec): 3 clusters
  Score: Raw -11524765.590140 + Penalty 3748.012342 = -11521017.577799
  nChanged 5334
		SP:Iteration 5F (60381.530000 sec): 3 clusters
  Score: Raw -11527251.228058 + Penalty 3748.012342 = -11523503.215717
  nChanged 5617
		SP:Iteration 6F (60382.210000 sec): 3 clusters
  Score: Raw -11530024.317436 + Penalty 3748.012342 = -11526276.305094
  nChanged 5473
		SP:Iteration 7F (60382.830000 sec): 3 clusters
  Score: Raw -11532823.577379 + Penalty 3748.012342 = -11529075.565037
  nChanged 5277
		SP:Iteration 8F (60383.470000 sec): 3 clusters
  Score: Raw -11535553.649664 + Penalty 3748.012342 = -11531805.637322
  nChanged 4797
		SP:Iteration 9Q (60384.140000 sec): 3 clusters
  Score: Raw -11538128.029771 + Penalty 3748.012342 = -11534380.017430
  nChanged 4336
		SP:Iteration 10Q (60384.880000 sec): 3 clusters
  Score: Raw -11540579.566035 + Penalty 3748.012342 = -11536831.553694
  nChanged 3848
		SP:Iteration 11Q (60385.550000 sec): 3 clusters
  Score: Raw -11542794.258076 + Penalty 3748.012342 = -11539046.245735
  nChanged 3357
		SP:Iteration 12Q (60386.230000 sec): 3 clusters
  Score: Raw -11544593.857087 + Penalty 3748.012342 = -11540845.844746
  nChanged 2842
		SP:Iteration 13Q (60386.930000 sec): 3 clusters
  Score: Raw -11546015.015391 + Penalty 3748.012342 = -11542267.003050
  nChanged 2493
		SP:Iteration 14Q (60387.610000 sec): 3 clusters
  Score: Raw -11547197.707901 + Penalty 3748.012342 = -11543449.695559
  nChanged 2235
		SP:Iteration 15Q (60388.250000 sec): 3 clusters
  Score: Raw -11548237.797365 + Penalty 3748.012342 = -11544489.785023
  nChanged 2084
		SP:Iteration 16Q (60388.890000 sec): 3 clusters
  Score: Raw -11549228.996068 + Penalty 3748.012342 = -11545480.983727
  nChanged 2052
		SP:Iteration 17Q (60389.590000 sec): 3 clusters
  Score: Raw -11550226.420417 + Penalty 3748.012342 = -11546478.408076
  nChanged 1871
		SP:Iteration 18Q (60390.290000 sec): 3 clusters
  Score: Raw -11551140.507114 + Penalty 3748.012342 = -11547392.494772
  nChanged 1671
		SP:Iteration 19Q (60390.930000 sec): 3 clusters
  Score: Raw -11551978.864905 + Penalty 3748.012342 = -11548230.852563
  nChanged 1556
		SP:Iteration 20F (60391.600000 sec): 3 clusters
  Score: Raw -11552800.694999 + Penalty 3748.012342 = -11549052.682657
  nChanged 1377
		SP:Iteration 21Q (60392.230000 sec): 3 clusters
  Score: Raw -11553548.209562 + Penalty 3748.012342 = -11549800.197221
  nChanged 1202
		SP:Iteration 22Q (60392.870000 sec): 3 clusters
  Score: Raw -11554234.733765 + Penalty 3748.012342 = -11550486.721424
  nChanged 1068
		SP:Iteration 23Q (60393.480000 sec): 3 clusters
  Score: Raw -11554871.366573 + Penalty 3748.012342 = -11551123.354232
  nChanged 892
		SP:Iteration 24Q (60394.030000 sec): 3 clusters
  Score: Raw -11555410.950231 + Penalty 3748.012342 = -11551662.937890
  nChanged 702
		SP:Iteration 25Q (60394.640000 sec): 3 clusters
  Score: Raw -11555846.956290 + Penalty 3748.012342 = -11552098.943948
  nChanged 538
		SP:Iteration 26Q (60395.300000 sec): 3 clusters
  Score: Raw -11556166.786566 + Penalty 3748.012342 = -11552418.774225
  nChanged 414
		SP:Iteration 27Q (60395.940000 sec): 3 clusters
  Score: Raw -11556403.460923 + Penalty 3748.012342 = -11552655.448581
  nChanged 317
		SP:Iteration 28Q (60396.550000 sec): 3 clusters
  Score: Raw -11556573.795155 + Penalty 3748.012342 = -11552825.782814
  nChanged 261
		SP:Iteration 29Q (60397.100000 sec): 3 clusters
  Score: Raw -11556730.964274 + Penalty 3748.012342 = -11552982.951932
  nChanged 189
		SP:Iteration 30Q (60397.650000 sec): 3 clusters
  Score: Raw -11556829.924711 + Penalty 3748.012342 = -11553081.912369
  nChanged 131
		SP:Iteration 31Q (60398.180000 sec): 3 clusters
  Score: Raw -11556890.097392 + Penalty 3748.012342 = -11553142.085050
  nChanged 114
		SP:Iteration 32Q (60398.720000 sec): 3 clusters
  Score: Raw -11556937.683012 + Penalty 3748.012342 = -11553189.670670
  nChanged 96
		SP:Iteration 33Q (60399.300000 sec): 3 clusters
  Score: Raw -11556979.720602 + Penalty 3748.012342 = -11553231.708260
  nChanged 85
		SP:Iteration 34Q (60399.880000 sec): 3 clusters
  Score: Raw -11557011.001720 + Penalty 3748.012342 = -11553262.989378
  nChanged 60
		SP:Iteration 35Q (60400.420000 sec): 3 clusters
  Score: Raw -11557034.082382 + Penalty 3748.012342 = -11553286.070041
  nChanged 53
		SP:Iteration 36Q (60401.080000 sec): 3 clusters
  Score: Raw -11557054.856956 + Penalty 3748.012342 = -11553306.844614
  nChanged 48
		SP:Iteration 37Q (60401.700000 sec): 3 clusters
  Score: Raw -11557072.256321 + Penalty 3748.012342 = -11553324.243980
  nChanged 48
		SP:Iteration 38Q (60402.270000 sec): 3 clusters
  Score: Raw -11557088.416278 + Penalty 3748.012342 = -11553340.403937
  nChanged 37
		SP:Iteration 39Q (60402.860000 sec): 3 clusters
  Score: Raw -11557101.335501 + Penalty 3748.012342 = -11553353.323160
  nChanged 43
		SP:Iteration 40F (60403.500000 sec): 3 clusters
  Score: Raw -11557126.944997 + Penalty 3748.012342 = -11553378.932656
  nChanged 54
		SP:Iteration 41Q (60404.080000 sec): 3 clusters
  Score: Raw -11557154.667628 + Penalty 3748.012342 = -11553406.655287
  nChanged 60
		SP:Iteration 42Q (60404.660000 sec): 3 clusters
  Score: Raw -11557177.918851 + Penalty 3748.012342 = -11553429.906510
  nChanged 44
		SP:Iteration 43Q (60405.200000 sec): 3 clusters
  Score: Raw -11557195.634556 + Penalty 3748.012342 = -11553447.622214
  nChanged 39
		SP:Iteration 44Q (60405.720000 sec): 3 clusters
  Score: Raw -11557208.910760 + Penalty 3748.012342 = -11553460.898419
  nChanged 43
		SP:Iteration 45Q (60406.260000 sec): 3 clusters
  Score: Raw -11557225.171726 + Penalty 3748.012342 = -11553477.159385
  nChanged 51
		SP:Iteration 46Q (60406.830000 sec): 3 clusters
  Score: Raw -11557246.380285 + Penalty 3748.012342 = -11553498.367943
  nChanged 57
		SP:Iteration 47Q (60407.360000 sec): 3 clusters
  Score: Raw -11557268.508495 + Penalty 3748.012342 = -11553520.496153
  nChanged 59
		SP:Iteration 48Q (60407.880000 sec): 3 clusters
  Score: Raw -11557290.705148 + Penalty 3748.012342 = -11553542.692807
  nChanged 60
		SP:Iteration 49Q (60408.460000 sec): 3 clusters
  Score: Raw -11557317.083764 + Penalty 3748.012342 = -11553569.071423
  nChanged 63
		SP:Iteration 50Q (60409.080000 sec): 3 clusters
  Score: Raw -11557345.233119 + Penalty 3748.012342 = -11553597.220778
  nChanged 64
		SP:Iteration 51Q (60409.690000 sec): 3 clusters
  Score: Raw -11557375.654435 + Penalty 3748.012342 = -11553627.642093
  nChanged 80
		SP:Iteration 52Q (60410.300000 sec): 3 clusters
  Score: Raw -11557407.891091 + Penalty 3748.012342 = -11553659.878750
  nChanged 62
		SP:Iteration 53Q (60410.850000 sec): 3 clusters
  Score: Raw -11557431.638076 + Penalty 3748.012342 = -11553683.625734
  nChanged 62
		SP:Iteration 54Q (60411.530000 sec): 3 clusters
  Score: Raw -11557451.348003 + Penalty 3748.012342 = -11553703.335662
  nChanged 53
		SP:Iteration 55Q (60412.130000 sec): 3 clusters
  Score: Raw -11557473.124453 + Penalty 3748.012342 = -11553725.112112
  nChanged 50
		SP:Iteration 56Q (60412.730000 sec): 3 clusters
  Score: Raw -11557490.737809 + Penalty 3748.012342 = -11553742.725468
  nChanged 48
		SP:Iteration 57Q (60413.330000 sec): 3 clusters
  Score: Raw -11557508.885562 + Penalty 3748.012342 = -11553760.873221
  nChanged 50
		SP:Iteration 58Q (60413.990000 sec): 3 clusters
  Score: Raw -11557529.146057 + Penalty 3748.012342 = -11553781.133715
  nChanged 54
		SP:Iteration 59Q (60414.590000 sec): 3 clusters
  Score: Raw -11557550.071096 + Penalty 3748.012342 = -11553802.058755
  nChanged 51
		SP:Iteration 60F (60415.330000 sec): 3 clusters
  Score: Raw -11557578.311062 + Penalty 3748.012342 = -11553830.298720
  nChanged 70
		SP:Iteration 61Q (60415.980000 sec): 3 clusters
  Score: Raw -11557603.353484 + Penalty 3748.012342 = -11553855.341142
  nChanged 59
		SP:Iteration 62Q (60416.760000 sec): 3 clusters
  Score: Raw -11557626.951332 + Penalty 3748.012342 = -11553878.938990
  nChanged 51
		SP:Iteration 63Q (60417.360000 sec): 3 clusters
  Score: Raw -11557647.345690 + Penalty 3748.012342 = -11553899.333349
  nChanged 58
		SP:Iteration 64Q (60417.930000 sec): 3 clusters
  Score: Raw -11557667.235877 + Penalty 3748.012342 = -11553919.223536
  nChanged 66
		SP:Iteration 65Q (60418.610000 sec): 3 clusters
  Score: Raw -11557694.251959 + Penalty 3748.012342 = -11553946.239617
  nChanged 52
		SP:Iteration 66Q (60419.190000 sec): 3 clusters
  Score: Raw -11557713.606363 + Penalty 3748.012342 = -11553965.594021
  nChanged 46
		SP:Iteration 67Q (60419.770000 sec): 3 clusters
  Score: Raw -11557730.785339 + Penalty 3748.012342 = -11553982.772997
  nChanged 49
		SP:Iteration 68Q (60420.340000 sec): 3 clusters
  Score: Raw -11557745.617750 + Penalty 3748.012342 = -11553997.605409
  nChanged 53
		SP:Iteration 69Q (60420.940000 sec): 3 clusters
  Score: Raw -11557762.223853 + Penalty 3748.012342 = -11554014.211512
  nChanged 44
		SP:Iteration 70Q (60421.590000 sec): 3 clusters
  Score: Raw -11557773.853515 + Penalty 3748.012342 = -11554025.841174
  nChanged 40
		SP:Iteration 71Q (60422.200000 sec): 3 clusters
  Score: Raw -11557785.978168 + Penalty 3748.012342 = -11554037.965827
  nChanged 33
		SP:Iteration 72Q (60422.740000 sec): 3 clusters
  Score: Raw -11557796.943092 + Penalty 3748.012342 = -11554048.930750
  nChanged 34
		SP:Iteration 73Q (60423.350000 sec): 3 clusters
  Score: Raw -11557805.698476 + Penalty 3748.012342 = -11554057.686135
  nChanged 29
		SP:Iteration 74Q (60423.920000 sec): 3 clusters
  Score: Raw -11557813.983200 + Penalty 3748.012342 = -11554065.970858
  nChanged 30
		SP:Iteration 75Q (60424.480000 sec): 3 clusters
  Score: Raw -11557821.349970 + Penalty 3748.012342 = -11554073.337628
  nChanged 30
		SP:Iteration 76Q (60424.980000 sec): 3 clusters
  Score: Raw -11557828.280038 + Penalty 3748.012342 = -11554080.267696
  nChanged 23
		SP:Iteration 77Q (60425.550000 sec): 3 clusters
  Score: Raw -11557834.233339 + Penalty 3748.012342 = -11554086.220998
  nChanged 25
		SP:Iteration 78Q (60426.090000 sec): 3 clusters
  Score: Raw -11557839.747605 + Penalty 3748.012342 = -11554091.735263
  nChanged 18
		SP:Iteration 79Q (60426.700000 sec): 3 clusters
  Score: Raw -11557843.304380 + Penalty 3748.012342 = -11554095.292039
  nChanged 17
		SP:Iteration 80F (60427.350000 sec): 3 clusters
  Score: Raw -11557847.265564 + Penalty 3748.012342 = -11554099.253222
  nChanged 19
		SP:Iteration 81Q (60427.960000 sec): 3 clusters
  Score: Raw -11557850.622973 + Penalty 3748.012342 = -11554102.610632
  nChanged 15
		SP:Iteration 82Q (60428.570000 sec): 3 clusters
  Score: Raw -11557853.565919 + Penalty 3748.012342 = -11554105.553577
  nChanged 16
		SP:Iteration 83Q (60429.220000 sec): 3 clusters
  Score: Raw -11557856.705791 + Penalty 3748.012342 = -11554108.693449
  nChanged 16
		SP:Iteration 84Q (60429.920000 sec): 3 clusters
  Score: Raw -11557859.664661 + Penalty 3748.012342 = -11554111.652320
  nChanged 13
		SP:Iteration 85Q (60430.550000 sec): 3 clusters
  Score: Raw -11557863.862019 + Penalty 3748.012342 = -11554115.849677
  nChanged 18
		SP:Iteration 86Q (60431.160000 sec): 3 clusters
  Score: Raw -11557867.362324 + Penalty 3748.012342 = -11554119.349983
  nChanged 14
		SP:Iteration 87Q (60431.720000 sec): 3 clusters
  Score: Raw -11557869.892171 + Penalty 3748.012342 = -11554121.879830
  nChanged 17
		SP:Iteration 88Q (60432.220000 sec): 3 clusters
  Score: Raw -11557875.375895 + Penalty 3748.012342 = -11554127.363554
  nChanged 25
		SP:Iteration 89Q (60432.860000 sec): 3 clusters
  Score: Raw -11557885.108295 + Penalty 3748.012342 = -11554137.095953
  nChanged 23
		SP:Iteration 90Q (60433.480000 sec): 3 clusters
  Score: Raw -11557893.758035 + Penalty 3748.012342 = -11554145.745694
  nChanged 28
		SP:Iteration 91Q (60434.160000 sec): 3 clusters
  Score: Raw -11557899.747621 + Penalty 3748.012342 = -11554151.735279
  nChanged 22
		SP:Iteration 92Q (60434.790000 sec): 3 clusters
  Score: Raw -11557904.769254 + Penalty 3748.012342 = -11554156.756912
  nChanged 18
		SP:Iteration 93Q (60435.450000 sec): 3 clusters
  Score: Raw -11557908.917672 + Penalty 3748.012342 = -11554160.905330
  nChanged 17
		SP:Iteration 94Q (60436.110000 sec): 3 clusters
  Score: Raw -11557912.539633 + Penalty 3748.012342 = -11554164.527292
  nChanged 12
		SP:Iteration 95Q (60436.700000 sec): 3 clusters
  Score: Raw -11557913.734451 + Penalty 3748.012342 = -11554165.722110
  nChanged 1
		SP:Iteration 96Q (60437.300000 sec): 3 clusters
  Score: Raw -11557913.852531 + Penalty 3748.012342 = -11554165.840190
  nChanged 4
		SP:Iteration 97Q (60437.850000 sec): 3 clusters
  Score: Raw -11557914.597652 + Penalty 3748.012342 = -11554166.585311
  nChanged 1
		SP:Iteration 98Q (60438.390000 sec): 3 clusters
  Score: Raw -11557914.674218 + Penalty 3748.012342 = -11554166.661877
  nChanged 2
		SP:Iteration 99Q (60438.990000 sec): 3 clusters
  Score: Raw -11557915.098298 + Penalty 3748.012342 = -11554167.085956
  nChanged 3
		SP:Iteration 100F (60439.640000 sec): 3 clusters
  Score: Raw -11557915.629926 + Penalty 3748.012342 = -11554167.617585
  nChanged 1
		SP:Iteration 101Q (60440.220000 sec): 3 clusters
  Score: Raw -11557915.883870 + Penalty 3748.012342 = -11554167.871529
  nChanged 1
		SP:Iteration 102Q (60440.800000 sec): 3 clusters
  Score: Raw -11557916.021284 + Penalty 3748.012342 = -11554168.008943
  nChanged 1
		SP:Iteration 103Q (60441.340000 sec): 3 clusters
  Score: Raw -11557916.439449 + Penalty 3748.012342 = -11554168.427108
  nChanged 1
		SP:Iteration 104Q (60441.900000 sec): 3 clusters
  Score: Raw -11557916.622140 + Penalty 3748.012342 = -11554168.609798
  nChanged 2
		SP:Iteration 105Q (60442.520000 sec): 3 clusters
  Score: Raw -11557916.933775 + Penalty 3748.012342 = -11554168.921434
  nChanged 1
		SP:Iteration 106Q (60443.160000 sec): 3 clusters
  Score: Raw -11557917.302253 + Penalty 3748.012342 = -11554169.289911
  nChanged 3
		SP:Iteration 107Q (60443.770000 sec): 3 clusters
  Score: Raw -11557917.688501 + Penalty 3748.012342 = -11554169.676159
  nChanged 1
		SP:Iteration 108Q (60444.420000 sec): 3 clusters
  Score: Raw -11557917.782746 + Penalty 3748.012342 = -11554169.770405
  nChanged 0
		SP:Iteration 109F (60445.110000 sec): 3 clusters
  Score: Raw -11557917.782746 + Penalty 3748.012342 = -11554169.770405
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 62 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60445.280000 sec): 2 clusters
  Score: Raw -50948.034808 + Penalty 993.832470 = -49954.202338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60445.470000 sec): 3 clusters
  Score: Raw -50888.545975 + Penalty 1987.664941 = -48900.881034
  nChanged 103
		SP:Iteration 1F (60445.640000 sec): 3 clusters
  Score: Raw -51077.709780 + Penalty 1987.664941 = -49090.044840
  nChanged 32
		SP:Iteration 2F (60445.820000 sec): 3 clusters
  Score: Raw -51139.810603 + Penalty 1987.664941 = -49152.145662
  nChanged 11
		SP:Iteration 3Q (60445.960000 sec): 3 clusters
  Score: Raw -51172.973814 + Penalty 1987.664941 = -49185.308873
  nChanged 5
		SP:Iteration 4Q (60446.140000 sec): 3 clusters
  Score: Raw -51183.266309 + Penalty 1987.664941 = -49195.601368
  nChanged 2
		SP:Iteration 5Q (60446.310000 sec): 3 clusters
  Score: Raw -51187.935367 + Penalty 1987.664941 = -49200.270426
  nChanged 2
		SP:Iteration 6Q (60446.460000 sec): 3 clusters
  Score: Raw -51191.713756 + Penalty 1987.664941 = -49204.048816
  nChanged 3
		SP:Iteration 7Q (60446.640000 sec): 3 clusters
  Score: Raw -51198.202271 + Penalty 1987.664941 = -49210.537330
  nChanged 0
		SP:Iteration 8F (60446.880000 sec): 3 clusters
  Score: Raw -51198.202271 + Penalty 1987.664941 = -49210.537330
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 63 (95 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60446.980000 sec): 2 clusters
  Score: Raw -9296.110153 + Penalty 740.004995 = -8556.105158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60447.180000 sec): 3 clusters
  Score: Raw -9595.483367 + Penalty 1480.009990 = -8115.473377
  nChanged 10
		SP:Iteration 1F (60447.400000 sec): 3 clusters
  Score: Raw -9629.360742 + Penalty 1480.009990 = -8149.350752
  nChanged 2
		SP:Iteration 2Q (60447.550000 sec): 3 clusters
  Score: Raw -9641.014809 + Penalty 1480.009990 = -8161.004820
  nChanged 0
		SP:Iteration 3F (60447.740000 sec): 3 clusters
  Score: Raw -9641.014809 + Penalty 1480.009990 = -8161.004820
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 64 (28482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60448.040000 sec): 2 clusters
  Score: Raw -3288784.547309 + Penalty 1666.766983 = -3287117.780326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60448.390000 sec): 3 clusters
  Score: Raw -3271328.025797 + Penalty 3333.533966 = -3267994.491831
  nChanged 12945
		SP:Iteration 1F (60448.720000 sec): 3 clusters
  Score: Raw -3278751.155488 + Penalty 3333.533966 = -3275417.621522
  nChanged 1299
		SP:Iteration 2Q (60449.040000 sec): 3 clusters
  Score: Raw -3279205.502826 + Penalty 3333.533966 = -3275871.968860
  nChanged 1264
		SP:Iteration 3Q (60449.360000 sec): 3 clusters
  Score: Raw -3279660.766871 + Penalty 3333.533966 = -3276327.232905
  nChanged 1251
		SP:Iteration 4Q (60449.690000 sec): 3 clusters
  Score: Raw -3280134.637588 + Penalty 3333.533966 = -3276801.103622
  nChanged 1240
		SP:Iteration 5Q (60450.010000 sec): 3 clusters
  Score: Raw -3280609.248137 + Penalty 3333.533966 = -3277275.714171
  nChanged 1236
		SP:Iteration 6Q (60450.330000 sec): 3 clusters
  Score: Raw -3281128.190936 + Penalty 3333.533966 = -3277794.656970
  nChanged 1226
		SP:Iteration 7Q (60450.670000 sec): 3 clusters
  Score: Raw -3281696.996775 + Penalty 3333.533966 = -3278363.462809
  nChanged 1263
		SP:Iteration 8Q (60450.990000 sec): 3 clusters
  Score: Raw -3282372.447195 + Penalty 3333.533966 = -3279038.913229
  nChanged 1347
		SP:Iteration 9Q (60451.320000 sec): 3 clusters
  Score: Raw -3283176.234450 + Penalty 3333.533966 = -3279842.700484
  nChanged 1352
		SP:Iteration 10Q (60451.620000 sec): 3 clusters
  Score: Raw -3284095.635433 + Penalty 3333.533966 = -3280762.101467
  nChanged 1321
		SP:Iteration 11Q (60451.950000 sec): 3 clusters
  Score: Raw -3284973.270381 + Penalty 3333.533966 = -3281639.736415
  nChanged 1149
		SP:Iteration 12Q (60452.270000 sec): 3 clusters
  Score: Raw -3285655.374182 + Penalty 3333.533966 = -3282321.840216
  nChanged 879
		SP:Iteration 13Q (60452.590000 sec): 3 clusters
  Score: Raw -3286060.747130 + Penalty 3333.533966 = -3282727.213164
  nChanged 662
		SP:Iteration 14Q (60452.860000 sec): 3 clusters
  Score: Raw -3286318.909339 + Penalty 3333.533966 = -3282985.375373
  nChanged 488
		SP:Iteration 15Q (60453.150000 sec): 3 clusters
  Score: Raw -3286515.110155 + Penalty 3333.533966 = -3283181.576189
  nChanged 512
		SP:Iteration 16Q (60453.540000 sec): 3 clusters
  Score: Raw -3286742.832956 + Penalty 3333.533966 = -3283409.298990
  nChanged 480
		SP:Iteration 17Q (60453.830000 sec): 3 clusters
  Score: Raw -3286949.707417 + Penalty 3333.533966 = -3283616.173451
  nChanged 473
		SP:Iteration 18Q (60454.190000 sec): 3 clusters
  Score: Raw -3287167.034336 + Penalty 3333.533966 = -3283833.500370
  nChanged 479
		SP:Iteration 19Q (60454.540000 sec): 3 clusters
  Score: Raw -3287399.647629 + Penalty 3333.533966 = -3284066.113663
  nChanged 488
		SP:Iteration 20F (60454.840000 sec): 3 clusters
  Score: Raw -3287648.494748 + Penalty 3333.533966 = -3284314.960782
  nChanged 467
		SP:Iteration 21Q (60455.200000 sec): 3 clusters
  Score: Raw -3287893.134058 + Penalty 3333.533966 = -3284559.600092
  nChanged 444
		SP:Iteration 22Q (60455.510000 sec): 3 clusters
  Score: Raw -3288115.567463 + Penalty 3333.533966 = -3284782.033497
  nChanged 411
		SP:Iteration 23Q (60455.860000 sec): 3 clusters
  Score: Raw -3288284.022627 + Penalty 3333.533966 = -3284950.488661
  nChanged 351
		SP:Iteration 24Q (60456.200000 sec): 3 clusters
  Score: Raw -3288398.486951 + Penalty 3333.533966 = -3285064.952985
  nChanged 268
		SP:Iteration 25Q (60456.500000 sec): 3 clusters
  Score: Raw -3288467.070767 + Penalty 3333.533966 = -3285133.536801
  nChanged 215
		SP:Iteration 26Q (60456.820000 sec): 3 clusters
  Score: Raw -3288523.434574 + Penalty 3333.533966 = -3285189.900608
  nChanged 199
		SP:Iteration 27Q (60457.170000 sec): 3 clusters
  Score: Raw -3288571.915097 + Penalty 3333.533966 = -3285238.381131
  nChanged 165
		SP:Iteration 28Q (60457.450000 sec): 3 clusters
  Score: Raw -3288604.362021 + Penalty 3333.533966 = -3285270.828055
  nChanged 132
		SP:Iteration 29Q (60457.800000 sec): 3 clusters
  Score: Raw -3288628.673889 + Penalty 3333.533966 = -3285295.139923
  nChanged 117
		SP:Iteration 30Q (60458.220000 sec): 3 clusters
  Score: Raw -3288647.289583 + Penalty 3333.533966 = -3285313.755616
  nChanged 108
		SP:Iteration 31Q (60458.470000 sec): 3 clusters
  Score: Raw -3288666.031507 + Penalty 3333.533966 = -3285332.497541
  nChanged 101
		SP:Iteration 32Q (60458.790000 sec): 3 clusters
  Score: Raw -3288682.160630 + Penalty 3333.533966 = -3285348.626664
  nChanged 109
		SP:Iteration 33Q (60459.150000 sec): 3 clusters
  Score: Raw -3288700.621801 + Penalty 3333.533966 = -3285367.087835
  nChanged 94
		SP:Iteration 34Q (60459.520000 sec): 3 clusters
  Score: Raw -3288714.045402 + Penalty 3333.533966 = -3285380.511436
  nChanged 79
		SP:Iteration 35Q (60459.810000 sec): 3 clusters
  Score: Raw -3288722.620518 + Penalty 3333.533966 = -3285389.086552
  nChanged 71
		SP:Iteration 36Q (60460.160000 sec): 3 clusters
  Score: Raw -3288731.122771 + Penalty 3333.533966 = -3285397.588805
  nChanged 66
		SP:Iteration 37Q (60460.480000 sec): 3 clusters
  Score: Raw -3288737.756536 + Penalty 3333.533966 = -3285404.222570
  nChanged 52
		SP:Iteration 38Q (60460.790000 sec): 3 clusters
  Score: Raw -3288743.000801 + Penalty 3333.533966 = -3285409.466835
  nChanged 48
		SP:Iteration 39Q (60461.140000 sec): 3 clusters
  Score: Raw -3288748.508281 + Penalty 3333.533966 = -3285414.974315
  nChanged 49
		SP:Iteration 40F (60461.440000 sec): 3 clusters
  Score: Raw -3288753.332275 + Penalty 3333.533966 = -3285419.798309
  nChanged 36
		SP:Iteration 41Q (60461.790000 sec): 3 clusters
  Score: Raw -3288757.201845 + Penalty 3333.533966 = -3285423.667879
  nChanged 46
		SP:Iteration 42Q (60462.110000 sec): 3 clusters
  Score: Raw -3288761.406354 + Penalty 3333.533966 = -3285427.872388
  nChanged 40
		SP:Iteration 43Q (60462.430000 sec): 3 clusters
  Score: Raw -3288764.848512 + Penalty 3333.533966 = -3285431.314546
  nChanged 34
		SP:Iteration 44Q (60462.770000 sec): 3 clusters
  Score: Raw -3288767.142368 + Penalty 3333.533966 = -3285433.608402
  nChanged 31
		SP:Iteration 45Q (60463.070000 sec): 3 clusters
  Score: Raw -3288769.297079 + Penalty 3333.533966 = -3285435.763113
  nChanged 26
		SP:Iteration 46Q (60463.330000 sec): 3 clusters
  Score: Raw -3288771.102301 + Penalty 3333.533966 = -3285437.568335
  nChanged 21
		SP:Iteration 47Q (60463.630000 sec): 3 clusters
  Score: Raw -3288772.506103 + Penalty 3333.533966 = -3285438.972137
  nChanged 17
		SP:Iteration 48Q (60463.940000 sec): 3 clusters
  Score: Raw -3288773.636609 + Penalty 3333.533966 = -3285440.102643
  nChanged 16
		SP:Iteration 49Q (60464.260000 sec): 3 clusters
  Score: Raw -3288774.476973 + Penalty 3333.533966 = -3285440.943007
  nChanged 16
		SP:Iteration 50Q (60464.500000 sec): 3 clusters
  Score: Raw -3288775.961651 + Penalty 3333.533966 = -3285442.427685
  nChanged 17
		SP:Iteration 51Q (60464.810000 sec): 3 clusters
  Score: Raw -3288777.245330 + Penalty 3333.533966 = -3285443.711364
  nChanged 16
		SP:Iteration 52Q (60465.110000 sec): 3 clusters
  Score: Raw -3288778.502796 + Penalty 3333.533966 = -3285444.968830
  nChanged 15
		SP:Iteration 53Q (60465.390000 sec): 3 clusters
  Score: Raw -3288779.554034 + Penalty 3333.533966 = -3285446.020068
  nChanged 12
		SP:Iteration 54Q (60465.650000 sec): 3 clusters
  Score: Raw -3288780.450506 + Penalty 3333.533966 = -3285446.916540
  nChanged 12
		SP:Iteration 55Q (60466.010000 sec): 3 clusters
  Score: Raw -3288781.264572 + Penalty 3333.533966 = -3285447.730606
  nChanged 18
		SP:Iteration 56Q (60466.300000 sec): 3 clusters
  Score: Raw -3288782.391667 + Penalty 3333.533966 = -3285448.857701
  nChanged 14
		SP:Iteration 57Q (60466.600000 sec): 3 clusters
  Score: Raw -3288783.243088 + Penalty 3333.533966 = -3285449.709122
  nChanged 10
		SP:Iteration 58Q (60466.940000 sec): 3 clusters
  Score: Raw -3288783.872159 + Penalty 3333.533966 = -3285450.338193
  nChanged 11
		SP:Iteration 59Q (60467.230000 sec): 3 clusters
  Score: Raw -3288784.599397 + Penalty 3333.533966 = -3285451.065431
  nChanged 15
		SP:Iteration 60F (60467.600000 sec): 3 clusters
  Score: Raw -3288785.720242 + Penalty 3333.533966 = -3285452.186276
  nChanged 19
		SP:Iteration 61Q (60467.920000 sec): 3 clusters
  Score: Raw -3288787.428326 + Penalty 3333.533966 = -3285453.894360
  nChanged 25
		SP:Iteration 62Q (60468.200000 sec): 3 clusters
  Score: Raw -3288789.411085 + Penalty 3333.533966 = -3285455.877119
  nChanged 22
		SP:Iteration 63Q (60468.480000 sec): 3 clusters
  Score: Raw -3288791.392524 + Penalty 3333.533966 = -3285457.858558
  nChanged 23
		SP:Iteration 64Q (60468.810000 sec): 3 clusters
  Score: Raw -3288793.422292 + Penalty 3333.533966 = -3285459.888326
  nChanged 21
		SP:Iteration 65Q (60469.120000 sec): 3 clusters
  Score: Raw -3288794.900796 + Penalty 3333.533966 = -3285461.366830
  nChanged 21
		SP:Iteration 66Q (60469.470000 sec): 3 clusters
  Score: Raw -3288796.562587 + Penalty 3333.533966 = -3285463.028621
  nChanged 20
		SP:Iteration 67Q (60469.840000 sec): 3 clusters
  Score: Raw -3288798.241300 + Penalty 3333.533966 = -3285464.707334
  nChanged 19
		SP:Iteration 68Q (60470.090000 sec): 3 clusters
  Score: Raw -3288799.724503 + Penalty 3333.533966 = -3285466.190537
  nChanged 23
		SP:Iteration 69Q (60470.440000 sec): 3 clusters
  Score: Raw -3288801.514126 + Penalty 3333.533966 = -3285467.980160
  nChanged 14
		SP:Iteration 70Q (60470.720000 sec): 3 clusters
  Score: Raw -3288802.315667 + Penalty 3333.533966 = -3285468.781701
  nChanged 11
		SP:Iteration 71Q (60470.980000 sec): 3 clusters
  Score: Raw -3288802.782332 + Penalty 3333.533966 = -3285469.248366
  nChanged 5
		SP:Iteration 72Q (60471.310000 sec): 3 clusters
  Score: Raw -3288802.963721 + Penalty 3333.533966 = -3285469.429755
  nChanged 5
		SP:Iteration 73Q (60471.680000 sec): 3 clusters
  Score: Raw -3288803.299981 + Penalty 3333.533966 = -3285469.766015
  nChanged 4
		SP:Iteration 74Q (60471.970000 sec): 3 clusters
  Score: Raw -3288803.675715 + Penalty 3333.533966 = -3285470.141749
  nChanged 11
		SP:Iteration 75Q (60472.300000 sec): 3 clusters
  Score: Raw -3288804.277600 + Penalty 3333.533966 = -3285470.743634
  nChanged 8
		SP:Iteration 76Q (60472.590000 sec): 3 clusters
  Score: Raw -3288804.658363 + Penalty 3333.533966 = -3285471.124397
  nChanged 8
		SP:Iteration 77Q (60472.890000 sec): 3 clusters
  Score: Raw -3288804.991350 + Penalty 3333.533966 = -3285471.457384
  nChanged 3
		SP:Iteration 78Q (60473.240000 sec): 3 clusters
  Score: Raw -3288805.158415 + Penalty 3333.533966 = -3285471.624449
  nChanged 4
		SP:Iteration 79Q (60473.490000 sec): 3 clusters
  Score: Raw -3288805.397385 + Penalty 3333.533966 = -3285471.863419
  nChanged 4
		SP:Iteration 80F (60473.820000 sec): 3 clusters
  Score: Raw -3288805.618767 + Penalty 3333.533966 = -3285472.084801
  nChanged 5
		SP:Iteration 81Q (60474.090000 sec): 3 clusters
  Score: Raw -3288805.880661 + Penalty 3333.533966 = -3285472.346695
  nChanged 3
		SP:Iteration 82Q (60474.400000 sec): 3 clusters
  Score: Raw -3288805.955458 + Penalty 3333.533966 = -3285472.421492
  nChanged 1
		SP:Iteration 83Q (60474.710000 sec): 3 clusters
  Score: Raw -3288805.993488 + Penalty 3333.533966 = -3285472.459522
  nChanged 0
		SP:Iteration 84F (60475.100000 sec): 3 clusters
  Score: Raw -3288805.993488 + Penalty 3333.533966 = -3285472.459522
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.55 GB.

 Trying to split cluster 65 (358394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60476.910000 sec): 2 clusters
  Score: Raw -42810490.648307 + Penalty 2078.275586 = -42808412.372721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60478.810000 sec): 3 clusters
  Score: Raw -42570285.643411 + Penalty 4156.551171 = -42566129.092240
  nChanged 174881
		SP:Iteration 1F (60480.750000 sec): 3 clusters
  Score: Raw -42673216.399530 + Penalty 4156.551171 = -42669059.848359
  nChanged 7760
		SP:Iteration 2Q (60482.750000 sec): 3 clusters
  Score: Raw -42674349.932306 + Penalty 4156.551171 = -42670193.381135
  nChanged 7928
		SP:Iteration 3Q (60484.630000 sec): 3 clusters
  Score: Raw -42675526.917015 + Penalty 4156.551171 = -42671370.365844
  nChanged 7987
		SP:Iteration 4Q (60486.430000 sec): 3 clusters
  Score: Raw -42676840.076447 + Penalty 4156.551171 = -42672683.525276
  nChanged 8512
		SP:Iteration 5Q (60488.020000 sec): 3 clusters
  Score: Raw -42678326.392172 + Penalty 4156.551171 = -42674169.841001
  nChanged 9000
		SP:Iteration 6Q (60489.780000 sec): 3 clusters
  Score: Raw -42680091.647220 + Penalty 4156.551171 = -42675935.096049
  nChanged 9768
		SP:Iteration 7Q (60491.480000 sec): 3 clusters
  Score: Raw -42682283.449837 + Penalty 4156.551171 = -42678126.898666
  nChanged 10661
		SP:Iteration 8Q (60493.600000 sec): 3 clusters
  Score: Raw -42684956.988486 + Penalty 4156.551171 = -42680800.437315
  nChanged 11764
		SP:Iteration 9Q (60495.520000 sec): 3 clusters
  Score: Raw -42688171.289858 + Penalty 4156.551171 = -42684014.738687
  nChanged 12676
		SP:Iteration 10Q (60497.500000 sec): 3 clusters
  Score: Raw -42692065.079517 + Penalty 4156.551171 = -42687908.528346
  nChanged 13696
		SP:Iteration 11Q (60499.370000 sec): 3 clusters
  Score: Raw -42696649.779406 + Penalty 4156.551171 = -42692493.228235
  nChanged 14377
		SP:Iteration 12Q (60501.170000 sec): 3 clusters
  Score: Raw -42702009.038426 + Penalty 4156.551171 = -42697852.487255
  nChanged 15092
		SP:Iteration 13Q (60502.900000 sec): 3 clusters
  Score: Raw -42708545.547321 + Penalty 4156.551171 = -42704388.996150
  nChanged 16404
		SP:Iteration 14Q (60504.710000 sec): 3 clusters
  Score: Raw -42716994.160502 + Penalty 4156.551171 = -42712837.609330
  nChanged 17839
		SP:Iteration 15Q (60506.510000 sec): 3 clusters
  Score: Raw -42727549.401651 + Penalty 4156.551171 = -42723392.850480
  nChanged 18426
		SP:Iteration 16F (60508.150000 sec): 3 clusters
  Score: Raw -42738621.850750 + Penalty 4156.551171 = -42734465.299579
  nChanged 16935
		SP:Iteration 17Q (60509.860000 sec): 3 clusters
  Score: Raw -42746813.819963 + Penalty 4156.551171 = -42742657.268791
  nChanged 12539
		SP:Iteration 18Q (60511.530000 sec): 3 clusters
  Score: Raw -42750750.601999 + Penalty 4156.551171 = -42746594.050827
  nChanged 8094
		SP:Iteration 19Q (60513.130000 sec): 3 clusters
  Score: Raw -42752370.481770 + Penalty 4156.551171 = -42748213.930599
  nChanged 5226
		SP:Iteration 20F (60514.860000 sec): 3 clusters
  Score: Raw -42753259.484511 + Penalty 4156.551171 = -42749102.933340
  nChanged 4219
		SP:Iteration 21Q (60516.740000 sec): 3 clusters
  Score: Raw -42754038.197842 + Penalty 4156.551171 = -42749881.646671
  nChanged 4167
		SP:Iteration 22Q (60518.520000 sec): 3 clusters
  Score: Raw -42754873.896959 + Penalty 4156.551171 = -42750717.345788
  nChanged 4189
		SP:Iteration 23Q (60520.270000 sec): 3 clusters
  Score: Raw -42755763.276160 + Penalty 4156.551171 = -42751606.724989
  nChanged 4407
		SP:Iteration 24Q (60522.110000 sec): 3 clusters
  Score: Raw -42756756.141286 + Penalty 4156.551171 = -42752599.590114
  nChanged 4714
		SP:Iteration 25Q (60523.920000 sec): 3 clusters
  Score: Raw -42757912.427978 + Penalty 4156.551171 = -42753755.876807
  nChanged 5141
		SP:Iteration 26Q (60525.640000 sec): 3 clusters
  Score: Raw -42759273.994625 + Penalty 4156.551171 = -42755117.443454
  nChanged 5512
		SP:Iteration 27Q (60527.430000 sec): 3 clusters
  Score: Raw -42760844.762646 + Penalty 4156.551171 = -42756688.211475
  nChanged 5788
		SP:Iteration 28Q (60529.200000 sec): 3 clusters
  Score: Raw -42762561.166163 + Penalty 4156.551171 = -42758404.614991
  nChanged 6002
		SP:Iteration 29Q (60530.920000 sec): 3 clusters
  Score: Raw -42764432.671565 + Penalty 4156.551171 = -42760276.120394
  nChanged 6161
		SP:Iteration 30Q (60532.480000 sec): 3 clusters
  Score: Raw -42766471.755459 + Penalty 4156.551171 = -42762315.204288
  nChanged 6466
		SP:Iteration 31Q (60534.150000 sec): 3 clusters
  Score: Raw -42768742.241472 + Penalty 4156.551171 = -42764585.690300
  nChanged 6656
		SP:Iteration 32Q (60535.810000 sec): 3 clusters
  Score: Raw -42771234.246847 + Penalty 4156.551171 = -42767077.695676
  nChanged 6707
		SP:Iteration 33Q (60537.540000 sec): 3 clusters
  Score: Raw -42773889.484485 + Penalty 4156.551171 = -42769732.933314
  nChanged 6641
		SP:Iteration 34Q (60539.330000 sec): 3 clusters
  Score: Raw -42776631.251118 + Penalty 4156.551171 = -42772474.699947
  nChanged 6577
		SP:Iteration 35Q (60540.990000 sec): 3 clusters
  Score: Raw -42779458.460044 + Penalty 4156.551171 = -42775301.908873
  nChanged 6468
		SP:Iteration 36Q (60542.710000 sec): 3 clusters
  Score: Raw -42782361.445420 + Penalty 4156.551171 = -42778204.894249
  nChanged 6329
		SP:Iteration 37Q (60544.330000 sec): 3 clusters
  Score: Raw -42785302.444748 + Penalty 4156.551171 = -42781145.893577
  nChanged 5943
		SP:Iteration 38Q (60545.850000 sec): 3 clusters
  Score: Raw -42788086.799778 + Penalty 4156.551171 = -42783930.248607
  nChanged 5376
		SP:Iteration 39Q (60547.420000 sec): 3 clusters
  Score: Raw -42790588.024781 + Penalty 4156.551171 = -42786431.473609
  nChanged 4982
		SP:Iteration 40F (60549.420000 sec): 3 clusters
  Score: Raw -42793235.650080 + Penalty 4156.551171 = -42789079.098909
  nChanged 4830
		SP:Iteration 41Q (60551.150000 sec): 3 clusters
  Score: Raw -42795713.734221 + Penalty 4156.551171 = -42791557.183050
  nChanged 4378
		SP:Iteration 42Q (60552.780000 sec): 3 clusters
  Score: Raw -42797830.203895 + Penalty 4156.551171 = -42793673.652724
  nChanged 3897
		SP:Iteration 43Q (60554.210000 sec): 3 clusters
  Score: Raw -42799661.134193 + Penalty 4156.551171 = -42795504.583021
  nChanged 3546
		SP:Iteration 44Q (60555.640000 sec): 3 clusters
  Score: Raw -42801316.458658 + Penalty 4156.551171 = -42797159.907486
  nChanged 3154
		SP:Iteration 45Q (60557.130000 sec): 3 clusters
  Score: Raw -42802772.789232 + Penalty 4156.551171 = -42798616.238061
  nChanged 2765
		SP:Iteration 46Q (60558.650000 sec): 3 clusters
  Score: Raw -42803984.742458 + Penalty 4156.551171 = -42799828.191287
  nChanged 2469
		SP:Iteration 47Q (60560.140000 sec): 3 clusters
  Score: Raw -42805039.818774 + Penalty 4156.551171 = -42800883.267603
  nChanged 2247
		SP:Iteration 48Q (60561.550000 sec): 3 clusters
  Score: Raw -42805993.999590 + Penalty 4156.551171 = -42801837.448419
  nChanged 2124
		SP:Iteration 49Q (60562.940000 sec): 3 clusters
  Score: Raw -42806876.050929 + Penalty 4156.551171 = -42802719.499758
  nChanged 1889
		SP:Iteration 50Q (60564.350000 sec): 3 clusters
  Score: Raw -42807658.903726 + Penalty 4156.551171 = -42803502.352555
  nChanged 1662
		SP:Iteration 51Q (60565.750000 sec): 3 clusters
  Score: Raw -42808323.164939 + Penalty 4156.551171 = -42804166.613768
  nChanged 1435
		SP:Iteration 52Q (60567.060000 sec): 3 clusters
  Score: Raw -42808851.981907 + Penalty 4156.551171 = -42804695.430736
  nChanged 1183
		SP:Iteration 53Q (60568.510000 sec): 3 clusters
  Score: Raw -42809238.100594 + Penalty 4156.551171 = -42805081.549423
  nChanged 1013
		SP:Iteration 54Q (60569.980000 sec): 3 clusters
  Score: Raw -42809553.549939 + Penalty 4156.551171 = -42805396.998768
  nChanged 860
		SP:Iteration 55Q (60571.560000 sec): 3 clusters
  Score: Raw -42809798.099862 + Penalty 4156.551171 = -42805641.548691
  nChanged 712
		SP:Iteration 56Q (60572.950000 sec): 3 clusters
  Score: Raw -42809988.132806 + Penalty 4156.551171 = -42805831.581635
  nChanged 628
		SP:Iteration 57Q (60574.400000 sec): 3 clusters
  Score: Raw -42810152.676444 + Penalty 4156.551171 = -42805996.125273
  nChanged 569
		SP:Iteration 58Q (60575.840000 sec): 3 clusters
  Score: Raw -42810307.253814 + Penalty 4156.551171 = -42806150.702643
  nChanged 504
		SP:Iteration 59Q (60577.260000 sec): 3 clusters
  Score: Raw -42810439.099774 + Penalty 4156.551171 = -42806282.548603
  nChanged 433
		SP:Iteration 60F (60578.980000 sec): 3 clusters
  Score: Raw -42810546.765743 + Penalty 4156.551171 = -42806390.214572
  nChanged 396
		SP:Iteration 61Q (60580.430000 sec): 3 clusters
  Score: Raw -42810647.865610 + Penalty 4156.551171 = -42806491.314439
  nChanged 360
		SP:Iteration 62Q (60581.860000 sec): 3 clusters
  Score: Raw -42810736.040558 + Penalty 4156.551171 = -42806579.489386
  nChanged 328
		SP:Iteration 63Q (60583.280000 sec): 3 clusters
  Score: Raw -42810814.645727 + Penalty 4156.551171 = -42806658.094556
  nChanged 272
		SP:Iteration 64Q (60584.710000 sec): 3 clusters
  Score: Raw -42810875.946206 + Penalty 4156.551171 = -42806719.395035
  nChanged 234
		SP:Iteration 65Q (60586.150000 sec): 3 clusters
  Score: Raw -42810931.646676 + Penalty 4156.551171 = -42806775.095505
  nChanged 199
		SP:Iteration 66Q (60587.670000 sec): 3 clusters
  Score: Raw -42810976.622462 + Penalty 4156.551171 = -42806820.071291
  nChanged 187
		SP:Iteration 67Q (60589.160000 sec): 3 clusters
  Score: Raw -42811020.925226 + Penalty 4156.551171 = -42806864.374055
  nChanged 154
		SP:Iteration 68Q (60590.640000 sec): 3 clusters
  Score: Raw -42811052.111536 + Penalty 4156.551171 = -42806895.560365
  nChanged 113
		SP:Iteration 69Q (60592.160000 sec): 3 clusters
  Score: Raw -42811074.400237 + Penalty 4156.551171 = -42806917.849066
  nChanged 104
		SP:Iteration 70Q (60593.680000 sec): 3 clusters
  Score: Raw -42811094.665637 + Penalty 4156.551171 = -42806938.114466
  nChanged 94
		SP:Iteration 71Q (60595.240000 sec): 3 clusters
  Score: Raw -42811111.982562 + Penalty 4156.551171 = -42806955.431391
  nChanged 89
		SP:Iteration 72Q (60596.940000 sec): 3 clusters
  Score: Raw -42811130.099527 + Penalty 4156.551171 = -42806973.548356
  nChanged 83
		SP:Iteration 73Q (60598.480000 sec): 3 clusters
  Score: Raw -42811144.883959 + Penalty 4156.551171 = -42806988.332788
  nChanged 67
		SP:Iteration 74Q (60600.130000 sec): 3 clusters
  Score: Raw -42811156.481664 + Penalty 4156.551171 = -42806999.930492
  nChanged 64
		SP:Iteration 75Q (60601.630000 sec): 3 clusters
  Score: Raw -42811167.821088 + Penalty 4156.551171 = -42807011.269917
  nChanged 54
		SP:Iteration 76Q (60603.120000 sec): 3 clusters
  Score: Raw -42811178.238813 + Penalty 4156.551171 = -42807021.687642
  nChanged 55
		SP:Iteration 77Q (60604.630000 sec): 3 clusters
  Score: Raw -42811188.581132 + Penalty 4156.551171 = -42807032.029960
  nChanged 58
		SP:Iteration 78Q (60606.300000 sec): 3 clusters
  Score: Raw -42811198.265601 + Penalty 4156.551171 = -42807041.714430
  nChanged 44
		SP:Iteration 79Q (60607.810000 sec): 3 clusters
  Score: Raw -42811205.976313 + Penalty 4156.551171 = -42807049.425142
  nChanged 46
		SP:Iteration 80F (60609.610000 sec): 3 clusters
  Score: Raw -42811214.744188 + Penalty 4156.551171 = -42807058.193016
  nChanged 39
		SP:Iteration 81Q (60610.960000 sec): 3 clusters
  Score: Raw -42811220.929689 + Penalty 4156.551171 = -42807064.378518
  nChanged 48
		SP:Iteration 82Q (60612.260000 sec): 3 clusters
  Score: Raw -42811229.483014 + Penalty 4156.551171 = -42807072.931842
  nChanged 39
		SP:Iteration 83Q (60613.810000 sec): 3 clusters
  Score: Raw -42811235.019400 + Penalty 4156.551171 = -42807078.468229
  nChanged 33
		SP:Iteration 84Q (60615.290000 sec): 3 clusters
  Score: Raw -42811240.164454 + Penalty 4156.551171 = -42807083.613283
  nChanged 34
		SP:Iteration 85Q (60616.810000 sec): 3 clusters
  Score: Raw -42811245.677294 + Penalty 4156.551171 = -42807089.126123
  nChanged 35
		SP:Iteration 86Q (60618.370000 sec): 3 clusters
  Score: Raw -42811251.267062 + Penalty 4156.551171 = -42807094.715891
  nChanged 31
		SP:Iteration 87Q (60619.710000 sec): 3 clusters
  Score: Raw -42811255.878656 + Penalty 4156.551171 = -42807099.327485
  nChanged 35
		SP:Iteration 88Q (60621.220000 sec): 3 clusters
  Score: Raw -42811260.897295 + Penalty 4156.551171 = -42807104.346123
  nChanged 18
		SP:Iteration 89Q (60622.600000 sec): 3 clusters
  Score: Raw -42811263.195591 + Penalty 4156.551171 = -42807106.644420
  nChanged 26
		SP:Iteration 90Q (60624.030000 sec): 3 clusters
  Score: Raw -42811267.815894 + Penalty 4156.551171 = -42807111.264722
  nChanged 26
		SP:Iteration 91Q (60625.440000 sec): 3 clusters
  Score: Raw -42811271.146322 + Penalty 4156.551171 = -42807114.595151
  nChanged 20
		SP:Iteration 92Q (60626.870000 sec): 3 clusters
  Score: Raw -42811273.856189 + Penalty 4156.551171 = -42807117.305017
  nChanged 21
		SP:Iteration 93Q (60628.330000 sec): 3 clusters
  Score: Raw -42811276.586311 + Penalty 4156.551171 = -42807120.035139
  nChanged 16
		SP:Iteration 94Q (60629.830000 sec): 3 clusters
  Score: Raw -42811279.021597 + Penalty 4156.551171 = -42807122.470425
  nChanged 16
		SP:Iteration 95Q (60631.240000 sec): 3 clusters
  Score: Raw -42811280.713504 + Penalty 4156.551171 = -42807124.162333
  nChanged 13
		SP:Iteration 96Q (60632.720000 sec): 3 clusters
  Score: Raw -42811282.677043 + Penalty 4156.551171 = -42807126.125871
  nChanged 8
		SP:Iteration 97Q (60634.100000 sec): 3 clusters
  Score: Raw -42811283.718261 + Penalty 4156.551171 = -42807127.167090
  nChanged 11
		SP:Iteration 98Q (60635.400000 sec): 3 clusters
  Score: Raw -42811285.705056 + Penalty 4156.551171 = -42807129.153885
  nChanged 13
		SP:Iteration 99Q (60636.700000 sec): 3 clusters
  Score: Raw -42811287.789466 + Penalty 4156.551171 = -42807131.238295
  nChanged 11
		SP:Iteration 100F (60638.320000 sec): 3 clusters
  Score: Raw -42811289.804841 + Penalty 4156.551171 = -42807133.253670
  nChanged 11
		SP:Iteration 101Q (60639.730000 sec): 3 clusters
  Score: Raw -42811291.168800 + Penalty 4156.551171 = -42807134.617629
  nChanged 6
		SP:Iteration 102Q (60641.060000 sec): 3 clusters
  Score: Raw -42811291.823259 + Penalty 4156.551171 = -42807135.272088
  nChanged 7
		SP:Iteration 103Q (60642.500000 sec): 3 clusters
  Score: Raw -42811292.559744 + Penalty 4156.551171 = -42807136.008573
  nChanged 7
		SP:Iteration 104Q (60643.840000 sec): 3 clusters
  Score: Raw -42811293.611155 + Penalty 4156.551171 = -42807137.059984
  nChanged 12
		SP:Iteration 105Q (60645.150000 sec): 3 clusters
  Score: Raw -42811295.383585 + Penalty 4156.551171 = -42807138.832414
  nChanged 12
		SP:Iteration 106Q (60646.460000 sec): 3 clusters
  Score: Raw -42811297.374228 + Penalty 4156.551171 = -42807140.823057
  nChanged 15
		SP:Iteration 107Q (60647.940000 sec): 3 clusters
  Score: Raw -42811299.769672 + Penalty 4156.551171 = -42807143.218501
  nChanged 15
		SP:Iteration 108Q (60649.340000 sec): 3 clusters
  Score: Raw -42811301.878332 + Penalty 4156.551171 = -42807145.327161
  nChanged 9
		SP:Iteration 109Q (60650.760000 sec): 3 clusters
  Score: Raw -42811303.119242 + Penalty 4156.551171 = -42807146.568071
  nChanged 7
		SP:Iteration 110Q (60652.160000 sec): 3 clusters
  Score: Raw -42811303.667666 + Penalty 4156.551171 = -42807147.116494
  nChanged 5
		SP:Iteration 111Q (60653.700000 sec): 3 clusters
  Score: Raw -42811304.225043 + Penalty 4156.551171 = -42807147.673872
  nChanged 4
		SP:Iteration 112Q (60655.270000 sec): 3 clusters
  Score: Raw -42811304.733470 + Penalty 4156.551171 = -42807148.182299
  nChanged 4
		SP:Iteration 113Q (60656.810000 sec): 3 clusters
  Score: Raw -42811305.439814 + Penalty 4156.551171 = -42807148.888643
  nChanged 10
		SP:Iteration 114Q (60658.340000 sec): 3 clusters
  Score: Raw -42811307.703113 + Penalty 4156.551171 = -42807151.151942
  nChanged 8
		SP:Iteration 115Q (60659.840000 sec): 3 clusters
  Score: Raw -42811309.299843 + Penalty 4156.551171 = -42807152.748672
  nChanged 7
		SP:Iteration 116Q (60661.320000 sec): 3 clusters
  Score: Raw -42811311.054043 + Penalty 4156.551171 = -42807154.502872
  nChanged 10
		SP:Iteration 117Q (60662.810000 sec): 3 clusters
  Score: Raw -42811313.114145 + Penalty 4156.551171 = -42807156.562974
  nChanged 10
		SP:Iteration 118Q (60664.250000 sec): 3 clusters
  Score: Raw -42811314.358548 + Penalty 4156.551171 = -42807157.807376
  nChanged 5
		SP:Iteration 119Q (60665.600000 sec): 3 clusters
  Score: Raw -42811314.824997 + Penalty 4156.551171 = -42807158.273826
  nChanged 6
		SP:Iteration 120F (60667.170000 sec): 3 clusters
  Score: Raw -42811315.458951 + Penalty 4156.551171 = -42807158.907780
  nChanged 5
		SP:Iteration 121Q (60668.640000 sec): 3 clusters
  Score: Raw -42811316.077421 + Penalty 4156.551171 = -42807159.526249
  nChanged 2
		SP:Iteration 122Q (60670.090000 sec): 3 clusters
  Score: Raw -42811316.334515 + Penalty 4156.551171 = -42807159.783344
  nChanged 5
		SP:Iteration 123Q (60671.420000 sec): 3 clusters
  Score: Raw -42811317.224084 + Penalty 4156.551171 = -42807160.672913
  nChanged 7
		SP:Iteration 124Q (60672.780000 sec): 3 clusters
  Score: Raw -42811318.311352 + Penalty 4156.551171 = -42807161.760181
  nChanged 9
		SP:Iteration 125Q (60674.180000 sec): 3 clusters
  Score: Raw -42811319.565024 + Penalty 4156.551171 = -42807163.013853
  nChanged 10
		SP:Iteration 126Q (60675.480000 sec): 3 clusters
  Score: Raw -42811320.778346 + Penalty 4156.551171 = -42807164.227175
  nChanged 12
		SP:Iteration 127Q (60676.860000 sec): 3 clusters
  Score: Raw -42811322.257081 + Penalty 4156.551171 = -42807165.705910
  nChanged 4
		SP:Iteration 128Q (60678.270000 sec): 3 clusters
  Score: Raw -42811322.759747 + Penalty 4156.551171 = -42807166.208576
  nChanged 2
		SP:Iteration 129Q (60679.610000 sec): 3 clusters
  Score: Raw -42811323.064134 + Penalty 4156.551171 = -42807166.512963
  nChanged 1
		SP:Iteration 130Q (60681.000000 sec): 3 clusters
  Score: Raw -42811323.153685 + Penalty 4156.551171 = -42807166.602514
  nChanged 0
		SP:Iteration 131F (60682.800000 sec): 3 clusters
  Score: Raw -42811323.153685 + Penalty 4156.551171 = -42807166.602514
  nChanged 0
------ Evaluating fit on full set of 5746635 points ------
  Score: Raw -670938957.957596 + Penalty 164396.070567 = -670774561.887029
Time taken for this iteration:61194.800000 seconds.
 20->66 Clusters: Score -670774561.887029, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 3.44 GB would take us to total of 13.76 GB.
------ Running on subset of 1915545 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 7 (10801 points): Lose 1452.390898 but Gain 2350.645820
Iteration 0F (61325.280000 sec): 20 clusters
  Score: Raw -209091457.386211 + Penalty 44662.270571 = -209046795.115640
  nChanged 1817862
Iteration 1F (61384.090000 sec): 20 clusters
  Score: Raw -218036372.980936 + Penalty 44662.270571 = -217991710.710365
  nChanged 774053
Iteration 2F (61440.040000 sec): 20 clusters
  Score: Raw -220181437.545868 + Penalty 44662.270571 = -220136775.275297
  nChanged 549423
Iteration 3F (61501.180000 sec): 20 clusters
  Score: Raw -221211361.800604 + Penalty 44662.270571 = -221166699.530033
  nChanged 393461
Iteration 4F (61563.320000 sec): 20 clusters
  Score: Raw -221859031.413618 + Penalty 44662.270571 = -221814369.143047
  nChanged 303271
Iteration 5F (61620.050000 sec): 20 clusters
  Score: Raw -222236535.927001 + Penalty 44662.270571 = -222191873.656431
  nChanged 236265
Iteration 6F (61681.070000 sec): 20 clusters
  Score: Raw -222442933.986938 + Penalty 44662.270571 = -222398271.716367
  nChanged 180926
Iteration 7F (61740.950000 sec): 20 clusters
  Score: Raw -222567807.026345 + Penalty 44662.270571 = -222523144.755774
  nChanged 137615
Iteration 8F (61800.090000 sec): 20 clusters
  Score: Raw -222650315.939248 + Penalty 44662.270571 = -222605653.668677
  nChanged 107374
Iteration 9F (61858.390000 sec): 20 clusters
  Score: Raw -222709545.648927 + Penalty 44662.270571 = -222664883.378356
  nChanged 88983
Iteration 10Q (61901.870000 sec): 20 clusters
  Score: Raw -222756769.815506 + Penalty 44662.270571 = -222712107.544935
  nChanged 77914
Iteration 11Q (61944.500000 sec): 20 clusters
  Score: Raw -222798139.102102 + Penalty 44662.270571 = -222753476.831531
  nChanged 69852
Iteration 12Q (61988.830000 sec): 20 clusters
  Score: Raw -222833506.339308 + Penalty 44662.270571 = -222788844.068737
  nChanged 63851
Iteration 13Q (62031.970000 sec): 20 clusters
  Score: Raw -222862836.480775 + Penalty 44662.270571 = -222818174.210204
  nChanged 58969
Iteration 14Q (62073.450000 sec): 20 clusters
  Score: Raw -222887189.022401 + Penalty 44662.270571 = -222842526.751830
  nChanged 54965
Iteration 15Q (62115.240000 sec): 20 clusters
  Score: Raw -222907864.699045 + Penalty 44662.270571 = -222863202.428475
  nChanged 51647
Iteration 16Q (62153.120000 sec): 20 clusters
  Score: Raw -222925798.930671 + Penalty 44662.270571 = -222881136.660100
  nChanged 48922
Iteration 17Q (62197.350000 sec): 20 clusters
  Score: Raw -222942045.961804 + Penalty 44662.270571 = -222897383.691234
  nChanged 46578
Iteration 18Q (62233.250000 sec): 20 clusters
  Score: Raw -222957266.263801 + Penalty 44662.270571 = -222912603.993231
  nChanged 44335
Iteration 19Q (62273.090000 sec): 20 clusters
  Score: Raw -222972079.838962 + Penalty 44662.270571 = -222927417.568391
  nChanged 42592
Writing temp clu file 
Because OldScore, -222912603.993231, is greater than current (better) Score,-222927417.568391 
 Compute initial score before splitting:   Score: Raw -222972079.838962 + Penalty 44662.270571 = -222927417.568391
Memory request: 0.36 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (198791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62274.780000 sec): 2 clusters
  Score: Raw -23059821.200640 + Penalty 1982.501511 = -23057838.699128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62275.820000 sec): 3 clusters
  Score: Raw -22928289.324036 + Penalty 3965.003023 = -22924324.321013
  nChanged 96302
		SP:Iteration 1F (62276.890000 sec): 3 clusters
  Score: Raw -22987446.859575 + Penalty 3965.003023 = -22983481.856552
  nChanged 8507
		SP:Iteration 2Q (62277.960000 sec): 3 clusters
  Score: Raw -22991827.772307 + Penalty 3965.003023 = -22987862.769285
  nChanged 10238
		SP:Iteration 3F (62278.970000 sec): 3 clusters
  Score: Raw -22998540.216972 + Penalty 3965.003023 = -22994575.213949
  nChanged 11398
		SP:Iteration 4F (62279.950000 sec): 3 clusters
  Score: Raw -23005658.200947 + Penalty 3965.003023 = -23001693.197925
  nChanged 11697
		SP:Iteration 5F (62280.970000 sec): 3 clusters
  Score: Raw -23011402.720144 + Penalty 3965.003023 = -23007437.717121
  nChanged 10606
		SP:Iteration 6F (62282.040000 sec): 3 clusters
  Score: Raw -23015752.638944 + Penalty 3965.003023 = -23011787.635922
  nChanged 9294
		SP:Iteration 7Q (62283.120000 sec): 3 clusters
  Score: Raw -23019131.317613 + Penalty 3965.003023 = -23015166.314590
  nChanged 8069
		SP:Iteration 8Q (62284.170000 sec): 3 clusters
  Score: Raw -23021903.284536 + Penalty 3965.003023 = -23017938.281514
  nChanged 7283
		SP:Iteration 9Q (62285.210000 sec): 3 clusters
  Score: Raw -23024469.422789 + Penalty 3965.003023 = -23020504.419766
  nChanged 6842
		SP:Iteration 10Q (62286.200000 sec): 3 clusters
  Score: Raw -23026913.061400 + Penalty 3965.003023 = -23022948.058378
  nChanged 6375
		SP:Iteration 11Q (62287.240000 sec): 3 clusters
  Score: Raw -23029355.330142 + Penalty 3965.003023 = -23025390.327119
  nChanged 6173
		SP:Iteration 12Q (62288.270000 sec): 3 clusters
  Score: Raw -23031926.601795 + Penalty 3965.003023 = -23027961.598773
  nChanged 5975
		SP:Iteration 13Q (62289.290000 sec): 3 clusters
  Score: Raw -23034454.195097 + Penalty 3965.003023 = -23030489.192074
  nChanged 5447
		SP:Iteration 14Q (62290.370000 sec): 3 clusters
  Score: Raw -23036742.249744 + Penalty 3965.003023 = -23032777.246722
  nChanged 4926
		SP:Iteration 15Q (62291.400000 sec): 3 clusters
  Score: Raw -23038482.925231 + Penalty 3965.003023 = -23034517.922208
  nChanged 4069
		SP:Iteration 16Q (62292.520000 sec): 3 clusters
  Score: Raw -23039630.858182 + Penalty 3965.003023 = -23035665.855159
  nChanged 3212
		SP:Iteration 17Q (62293.520000 sec): 3 clusters
  Score: Raw -23040384.929911 + Penalty 3965.003023 = -23036419.926889
  nChanged 2751
		SP:Iteration 18Q (62294.650000 sec): 3 clusters
  Score: Raw -23040989.903963 + Penalty 3965.003023 = -23037024.900941
  nChanged 2666
		SP:Iteration 19Q (62295.660000 sec): 3 clusters
  Score: Raw -23041592.766758 + Penalty 3965.003023 = -23037627.763735
  nChanged 2672
		SP:Iteration 20F (62296.700000 sec): 3 clusters
  Score: Raw -23042223.111191 + Penalty 3965.003023 = -23038258.108168
  nChanged 2683
		SP:Iteration 21Q (62297.820000 sec): 3 clusters
  Score: Raw -23042836.954303 + Penalty 3965.003023 = -23038871.951281
  nChanged 2680
		SP:Iteration 22Q (62298.890000 sec): 3 clusters
  Score: Raw -23043451.832320 + Penalty 3965.003023 = -23039486.829297
  nChanged 2795
		SP:Iteration 23Q (62300.000000 sec): 3 clusters
  Score: Raw -23044120.306446 + Penalty 3965.003023 = -23040155.303424
  nChanged 2968
		SP:Iteration 24Q (62301.040000 sec): 3 clusters
  Score: Raw -23044865.533592 + Penalty 3965.003023 = -23040900.530570
  nChanged 3135
		SP:Iteration 25Q (62302.100000 sec): 3 clusters
  Score: Raw -23045687.353206 + Penalty 3965.003023 = -23041722.350183
  nChanged 3350
		SP:Iteration 26Q (62303.210000 sec): 3 clusters
  Score: Raw -23046633.837553 + Penalty 3965.003023 = -23042668.834530
  nChanged 3644
		SP:Iteration 27Q (62304.290000 sec): 3 clusters
  Score: Raw -23047722.903574 + Penalty 3965.003023 = -23043757.900552
  nChanged 3830
		SP:Iteration 28Q (62305.360000 sec): 3 clusters
  Score: Raw -23048937.798947 + Penalty 3965.003023 = -23044972.795924
  nChanged 3965
		SP:Iteration 29Q (62306.420000 sec): 3 clusters
  Score: Raw -23050311.355430 + Penalty 3965.003023 = -23046346.352407
  nChanged 4263
		SP:Iteration 30Q (62307.460000 sec): 3 clusters
  Score: Raw -23051929.631151 + Penalty 3965.003023 = -23047964.628128
  nChanged 4502
		SP:Iteration 31Q (62308.440000 sec): 3 clusters
  Score: Raw -23053811.359766 + Penalty 3965.003023 = -23049846.356743
  nChanged 4663
		SP:Iteration 32Q (62309.460000 sec): 3 clusters
  Score: Raw -23055989.234411 + Penalty 3965.003023 = -23052024.231388
  nChanged 4783
		SP:Iteration 33Q (62310.440000 sec): 3 clusters
  Score: Raw -23058441.007197 + Penalty 3965.003023 = -23054476.004174
  nChanged 4745
		SP:Iteration 34Q (62311.400000 sec): 3 clusters
  Score: Raw -23061271.394271 + Penalty 3965.003023 = -23057306.391248
  nChanged 4582
		SP:Iteration 35Q (62312.420000 sec): 3 clusters
  Score: Raw -23064245.021490 + Penalty 3965.003023 = -23060280.018468
  nChanged 3958
		SP:Iteration 36Q (62313.440000 sec): 3 clusters
  Score: Raw -23066836.952587 + Penalty 3965.003023 = -23062871.949564
  nChanged 3154
		SP:Iteration 37Q (62314.330000 sec): 3 clusters
  Score: Raw -23068944.399144 + Penalty 3965.003023 = -23064979.396121
  nChanged 2376
		SP:Iteration 38Q (62315.220000 sec): 3 clusters
  Score: Raw -23070480.037424 + Penalty 3965.003023 = -23066515.034401
  nChanged 1666
		SP:Iteration 39Q (62316.100000 sec): 3 clusters
  Score: Raw -23071723.128080 + Penalty 3965.003023 = -23067758.125058
  nChanged 1191
		SP:Iteration 40F (62317.140000 sec): 3 clusters
  Score: Raw -23073816.576301 + Penalty 3965.003023 = -23069851.573278
  nChanged 1704
		SP:Iteration 41Q (62318.150000 sec): 3 clusters
  Score: Raw -23075670.300724 + Penalty 3965.003023 = -23071705.297701
  nChanged 1400
		SP:Iteration 42Q (62319.190000 sec): 3 clusters
  Score: Raw -23076383.379226 + Penalty 3965.003023 = -23072418.376204
  nChanged 1019
		SP:Iteration 43Q (62320.130000 sec): 3 clusters
  Score: Raw -23076720.066610 + Penalty 3965.003023 = -23072755.063587
  nChanged 714
		SP:Iteration 44Q (62321.440000 sec): 3 clusters
  Score: Raw -23076881.975249 + Penalty 3965.003023 = -23072916.972226
  nChanged 531
		SP:Iteration 45Q (62322.970000 sec): 3 clusters
  Score: Raw -23076984.435295 + Penalty 3965.003023 = -23073019.432272
  nChanged 451
		SP:Iteration 46Q (62324.540000 sec): 3 clusters
  Score: Raw -23077051.774643 + Penalty 3965.003023 = -23073086.771620
  nChanged 359
		SP:Iteration 47Q (62326.100000 sec): 3 clusters
  Score: Raw -23077100.382746 + Penalty 3965.003023 = -23073135.379723
  nChanged 298
		SP:Iteration 48Q (62327.260000 sec): 3 clusters
  Score: Raw -23077132.518441 + Penalty 3965.003023 = -23073167.515419
  nChanged 210
		SP:Iteration 49Q (62328.290000 sec): 3 clusters
  Score: Raw -23077152.026958 + Penalty 3965.003023 = -23073187.023936
  nChanged 160
		SP:Iteration 50Q (62329.410000 sec): 3 clusters
  Score: Raw -23077163.870071 + Penalty 3965.003023 = -23073198.867048
  nChanged 129
		SP:Iteration 51Q (62330.390000 sec): 3 clusters
  Score: Raw -23077172.257934 + Penalty 3965.003023 = -23073207.254911
  nChanged 123
		SP:Iteration 52Q (62331.300000 sec): 3 clusters
  Score: Raw -23077180.512776 + Penalty 3965.003023 = -23073215.509754
  nChanged 100
		SP:Iteration 53Q (62332.200000 sec): 3 clusters
  Score: Raw -23077185.807184 + Penalty 3965.003023 = -23073220.804162
  nChanged 71
		SP:Iteration 54Q (62333.120000 sec): 3 clusters
  Score: Raw -23077189.534622 + Penalty 3965.003023 = -23073224.531599
  nChanged 77
		SP:Iteration 55Q (62334.000000 sec): 3 clusters
  Score: Raw -23077192.689275 + Penalty 3965.003023 = -23073227.686252
  nChanged 56
		SP:Iteration 56Q (62335.020000 sec): 3 clusters
  Score: Raw -23077194.588302 + Penalty 3965.003023 = -23073229.585279
  nChanged 50
		SP:Iteration 57Q (62336.000000 sec): 3 clusters
  Score: Raw -23077196.383142 + Penalty 3965.003023 = -23073231.380120
  nChanged 47
		SP:Iteration 58Q (62337.000000 sec): 3 clusters
  Score: Raw -23077197.620814 + Penalty 3965.003023 = -23073232.617792
  nChanged 34
		SP:Iteration 59Q (62337.990000 sec): 3 clusters
  Score: Raw -23077198.393484 + Penalty 3965.003023 = -23073233.390461
  nChanged 22
		SP:Iteration 60F (62338.990000 sec): 3 clusters
  Score: Raw -23077198.877727 + Penalty 3965.003023 = -23073233.874704
  nChanged 14
		SP:Iteration 61Q (62339.960000 sec): 3 clusters
  Score: Raw -23077199.209382 + Penalty 3965.003023 = -23073234.206359
  nChanged 13
		SP:Iteration 62Q (62340.940000 sec): 3 clusters
  Score: Raw -23077199.486624 + Penalty 3965.003023 = -23073234.483602
  nChanged 8
		SP:Iteration 63Q (62341.860000 sec): 3 clusters
  Score: Raw -23077199.628963 + Penalty 3965.003023 = -23073234.625940
  nChanged 8
		SP:Iteration 64Q (62342.810000 sec): 3 clusters
  Score: Raw -23077199.760108 + Penalty 3965.003023 = -23073234.757085
  nChanged 3
		SP:Iteration 65Q (62343.810000 sec): 3 clusters
  Score: Raw -23077199.807640 + Penalty 3965.003023 = -23073234.804617
  nChanged 2
		SP:Iteration 66Q (62344.880000 sec): 3 clusters
  Score: Raw -23077199.833847 + Penalty 3965.003023 = -23073234.830824
  nChanged 1
		SP:Iteration 67Q (62345.950000 sec): 3 clusters
  Score: Raw -23077199.855933 + Penalty 3965.003023 = -23073234.852910
  nChanged 1
		SP:Iteration 68Q (62346.940000 sec): 3 clusters
  Score: Raw -23077199.868790 + Penalty 3965.003023 = -23073234.865767
  nChanged 0
		SP:Iteration 69F (62348.010000 sec): 3 clusters
  Score: Raw -23077199.868790 + Penalty 3965.003023 = -23073234.865767
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 7.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (125110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62348.650000 sec): 2 clusters
  Score: Raw -14921317.956663 + Penalty 1907.254152 = -14919410.702511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62349.430000 sec): 3 clusters
  Score: Raw -14839717.330699 + Penalty 3814.508305 = -14835902.822395
  nChanged 59834
		SP:Iteration 1F (62350.130000 sec): 3 clusters
  Score: Raw -14877858.021047 + Penalty 3814.508305 = -14874043.512743
  nChanged 8276
		SP:Iteration 2F (62350.840000 sec): 3 clusters
  Score: Raw -14883862.448103 + Penalty 3814.508305 = -14880047.939799
  nChanged 10494
		SP:Iteration 3F (62351.620000 sec): 3 clusters
  Score: Raw -14893068.942881 + Penalty 3814.508305 = -14889254.434576
  nChanged 11534
		SP:Iteration 4F (62352.350000 sec): 3 clusters
  Score: Raw -14904243.116482 + Penalty 3814.508305 = -14900428.608177
  nChanged 9893
		SP:Iteration 5F (62353.140000 sec): 3 clusters
  Score: Raw -14914208.949953 + Penalty 3814.508305 = -14910394.441648
  nChanged 7261
		SP:Iteration 6F (62353.910000 sec): 3 clusters
  Score: Raw -14920271.825376 + Penalty 3814.508305 = -14916457.317072
  nChanged 4822
		SP:Iteration 7Q (62354.610000 sec): 3 clusters
  Score: Raw -14923011.032519 + Penalty 3814.508305 = -14919196.524215
  nChanged 3147
		SP:Iteration 8Q (62355.430000 sec): 3 clusters
  Score: Raw -14924307.104577 + Penalty 3814.508305 = -14920492.596273
  nChanged 2196
		SP:Iteration 9Q (62356.150000 sec): 3 clusters
  Score: Raw -14925050.513173 + Penalty 3814.508305 = -14921236.004868
  nChanged 1685
		SP:Iteration 10Q (62356.870000 sec): 3 clusters
  Score: Raw -14925531.966896 + Penalty 3814.508305 = -14921717.458592
  nChanged 1445
		SP:Iteration 11Q (62357.610000 sec): 3 clusters
  Score: Raw -14925876.377509 + Penalty 3814.508305 = -14922061.869204
  nChanged 1146
		SP:Iteration 12Q (62358.370000 sec): 3 clusters
  Score: Raw -14926111.848917 + Penalty 3814.508305 = -14922297.340612
  nChanged 963
		SP:Iteration 13Q (62359.120000 sec): 3 clusters
  Score: Raw -14926285.729041 + Penalty 3814.508305 = -14922471.220737
  nChanged 855
		SP:Iteration 14Q (62359.840000 sec): 3 clusters
  Score: Raw -14926419.751383 + Penalty 3814.508305 = -14922605.243079
  nChanged 671
		SP:Iteration 15Q (62360.570000 sec): 3 clusters
  Score: Raw -14926511.813407 + Penalty 3814.508305 = -14922697.305102
  nChanged 596
		SP:Iteration 16Q (62361.330000 sec): 3 clusters
  Score: Raw -14926589.367822 + Penalty 3814.508305 = -14922774.859517
  nChanged 533
		SP:Iteration 17Q (62362.120000 sec): 3 clusters
  Score: Raw -14926656.704965 + Penalty 3814.508305 = -14922842.196661
  nChanged 489
		SP:Iteration 18Q (62362.900000 sec): 3 clusters
  Score: Raw -14926711.104349 + Penalty 3814.508305 = -14922896.596045
  nChanged 433
		SP:Iteration 19Q (62363.640000 sec): 3 clusters
  Score: Raw -14926754.590723 + Penalty 3814.508305 = -14922940.082418
  nChanged 354
		SP:Iteration 20F (62364.360000 sec): 3 clusters
  Score: Raw -14926785.732001 + Penalty 3814.508305 = -14922971.223697
  nChanged 356
		SP:Iteration 21Q (62365.110000 sec): 3 clusters
  Score: Raw -14926813.263851 + Penalty 3814.508305 = -14922998.755547
  nChanged 300
		SP:Iteration 22Q (62365.860000 sec): 3 clusters
  Score: Raw -14926837.644246 + Penalty 3814.508305 = -14923023.135941
  nChanged 298
		SP:Iteration 23Q (62366.630000 sec): 3 clusters
  Score: Raw -14926858.806007 + Penalty 3814.508305 = -14923044.297702
  nChanged 269
		SP:Iteration 24Q (62367.450000 sec): 3 clusters
  Score: Raw -14926879.030840 + Penalty 3814.508305 = -14923064.522535
  nChanged 293
		SP:Iteration 25Q (62368.240000 sec): 3 clusters
  Score: Raw -14926897.079235 + Penalty 3814.508305 = -14923082.570930
  nChanged 246
		SP:Iteration 26Q (62368.950000 sec): 3 clusters
  Score: Raw -14926911.517000 + Penalty 3814.508305 = -14923097.008696
  nChanged 206
		SP:Iteration 27Q (62369.650000 sec): 3 clusters
  Score: Raw -14926921.687778 + Penalty 3814.508305 = -14923107.179474
  nChanged 169
		SP:Iteration 28Q (62370.350000 sec): 3 clusters
  Score: Raw -14926929.486606 + Penalty 3814.508305 = -14923114.978301
  nChanged 143
		SP:Iteration 29Q (62371.130000 sec): 3 clusters
  Score: Raw -14926935.908103 + Penalty 3814.508305 = -14923121.399799
  nChanged 135
		SP:Iteration 30Q (62371.900000 sec): 3 clusters
  Score: Raw -14926940.954664 + Penalty 3814.508305 = -14923126.446359
  nChanged 112
		SP:Iteration 31Q (62372.670000 sec): 3 clusters
  Score: Raw -14926945.306971 + Penalty 3814.508305 = -14923130.798667
  nChanged 110
		SP:Iteration 32Q (62373.390000 sec): 3 clusters
  Score: Raw -14926950.085183 + Penalty 3814.508305 = -14923135.576878
  nChanged 117
		SP:Iteration 33Q (62374.190000 sec): 3 clusters
  Score: Raw -14926954.148920 + Penalty 3814.508305 = -14923139.640616
  nChanged 108
		SP:Iteration 34Q (62375.010000 sec): 3 clusters
  Score: Raw -14926957.358351 + Penalty 3814.508305 = -14923142.850047
  nChanged 88
		SP:Iteration 35Q (62375.710000 sec): 3 clusters
  Score: Raw -14926959.539102 + Penalty 3814.508305 = -14923145.030797
  nChanged 75
		SP:Iteration 36Q (62376.510000 sec): 3 clusters
  Score: Raw -14926961.552007 + Penalty 3814.508305 = -14923147.043703
  nChanged 75
		SP:Iteration 37Q (62377.270000 sec): 3 clusters
  Score: Raw -14926963.460093 + Penalty 3814.508305 = -14923148.951789
  nChanged 55
		SP:Iteration 38Q (62378.040000 sec): 3 clusters
  Score: Raw -14926964.793749 + Penalty 3814.508305 = -14923150.285444
  nChanged 47
		SP:Iteration 39Q (62378.870000 sec): 3 clusters
  Score: Raw -14926965.875268 + Penalty 3814.508305 = -14923151.366963
  nChanged 36
		SP:Iteration 40F (62379.670000 sec): 3 clusters
  Score: Raw -14926966.600163 + Penalty 3814.508305 = -14923152.091858
  nChanged 35
		SP:Iteration 41Q (62380.470000 sec): 3 clusters
  Score: Raw -14926967.221409 + Penalty 3814.508305 = -14923152.713104
  nChanged 27
		SP:Iteration 42Q (62381.210000 sec): 3 clusters
  Score: Raw -14926967.707881 + Penalty 3814.508305 = -14923153.199576
  nChanged 21
		SP:Iteration 43Q (62382.000000 sec): 3 clusters
  Score: Raw -14926968.003974 + Penalty 3814.508305 = -14923153.495669
  nChanged 12
		SP:Iteration 44Q (62382.820000 sec): 3 clusters
  Score: Raw -14926968.151639 + Penalty 3814.508305 = -14923153.643334
  nChanged 5
		SP:Iteration 45Q (62383.620000 sec): 3 clusters
  Score: Raw -14926968.190965 + Penalty 3814.508305 = -14923153.682660
  nChanged 3
		SP:Iteration 46Q (62384.430000 sec): 3 clusters
  Score: Raw -14926968.226676 + Penalty 3814.508305 = -14923153.718371
  nChanged 4
		SP:Iteration 47Q (62385.280000 sec): 3 clusters
  Score: Raw -14926968.267785 + Penalty 3814.508305 = -14923153.759480
  nChanged 3
		SP:Iteration 48Q (62386.070000 sec): 3 clusters
  Score: Raw -14926968.290520 + Penalty 3814.508305 = -14923153.782216
  nChanged 6
		SP:Iteration 49Q (62386.950000 sec): 3 clusters
  Score: Raw -14926968.362205 + Penalty 3814.508305 = -14923153.853901
  nChanged 8
		SP:Iteration 50Q (62387.730000 sec): 3 clusters
  Score: Raw -14926968.482005 + Penalty 3814.508305 = -14923153.973701
  nChanged 6
		SP:Iteration 51Q (62388.550000 sec): 3 clusters
  Score: Raw -14926968.568121 + Penalty 3814.508305 = -14923154.059817
  nChanged 8
		SP:Iteration 52Q (62389.390000 sec): 3 clusters
  Score: Raw -14926968.665011 + Penalty 3814.508305 = -14923154.156707
  nChanged 7
		SP:Iteration 53Q (62390.210000 sec): 3 clusters
  Score: Raw -14926968.748778 + Penalty 3814.508305 = -14923154.240473
  nChanged 9
		SP:Iteration 54Q (62391.050000 sec): 3 clusters
  Score: Raw -14926968.878590 + Penalty 3814.508305 = -14923154.370285
  nChanged 6
		SP:Iteration 55Q (62391.830000 sec): 3 clusters
  Score: Raw -14926968.995841 + Penalty 3814.508305 = -14923154.487536
  nChanged 7
		SP:Iteration 56Q (62392.550000 sec): 3 clusters
  Score: Raw -14926969.128491 + Penalty 3814.508305 = -14923154.620186
  nChanged 9
		SP:Iteration 57Q (62393.310000 sec): 3 clusters
  Score: Raw -14926969.239762 + Penalty 3814.508305 = -14923154.731458
  nChanged 9
		SP:Iteration 58Q (62394.030000 sec): 3 clusters
  Score: Raw -14926969.290946 + Penalty 3814.508305 = -14923154.782642
  nChanged 6
		SP:Iteration 59Q (62394.790000 sec): 3 clusters
  Score: Raw -14926969.367346 + Penalty 3814.508305 = -14923154.859041
  nChanged 4
		SP:Iteration 60F (62395.520000 sec): 3 clusters
  Score: Raw -14926969.397585 + Penalty 3814.508305 = -14923154.889281
  nChanged 3
		SP:Iteration 61Q (62396.250000 sec): 3 clusters
  Score: Raw -14926969.431951 + Penalty 3814.508305 = -14923154.923646
  nChanged 3
		SP:Iteration 62Q (62397.010000 sec): 3 clusters
  Score: Raw -14926969.450786 + Penalty 3814.508305 = -14923154.942481
  nChanged 4
		SP:Iteration 63Q (62397.800000 sec): 3 clusters
  Score: Raw -14926969.516806 + Penalty 3814.508305 = -14923155.008502
  nChanged 3
		SP:Iteration 64Q (62398.550000 sec): 3 clusters
  Score: Raw -14926969.538859 + Penalty 3814.508305 = -14923155.030554
  nChanged 5
		SP:Iteration 65Q (62399.300000 sec): 3 clusters
  Score: Raw -14926969.631847 + Penalty 3814.508305 = -14923155.123543
  nChanged 9
		SP:Iteration 66Q (62400.140000 sec): 3 clusters
  Score: Raw -14926969.830953 + Penalty 3814.508305 = -14923155.322648
  nChanged 12
		SP:Iteration 67Q (62400.900000 sec): 3 clusters
  Score: Raw -14926970.092611 + Penalty 3814.508305 = -14923155.584306
  nChanged 14
		SP:Iteration 68Q (62401.660000 sec): 3 clusters
  Score: Raw -14926970.252153 + Penalty 3814.508305 = -14923155.743848
  nChanged 7
		SP:Iteration 69Q (62402.480000 sec): 3 clusters
  Score: Raw -14926970.311716 + Penalty 3814.508305 = -14923155.803411
  nChanged 5
		SP:Iteration 70Q (62403.210000 sec): 3 clusters
  Score: Raw -14926970.341830 + Penalty 3814.508305 = -14923155.833525
  nChanged 5
		SP:Iteration 71Q (62403.890000 sec): 3 clusters
  Score: Raw -14926970.390921 + Penalty 3814.508305 = -14923155.882617
  nChanged 4
		SP:Iteration 72Q (62404.560000 sec): 3 clusters
  Score: Raw -14926970.422375 + Penalty 3814.508305 = -14923155.914071
  nChanged 5
		SP:Iteration 73Q (62405.340000 sec): 3 clusters
  Score: Raw -14926970.483953 + Penalty 3814.508305 = -14923155.975648
  nChanged 5
		SP:Iteration 74Q (62406.050000 sec): 3 clusters
  Score: Raw -14926970.529132 + Penalty 3814.508305 = -14923156.020828
  nChanged 6
		SP:Iteration 75Q (62406.730000 sec): 3 clusters
  Score: Raw -14926970.592430 + Penalty 3814.508305 = -14923156.084125
  nChanged 2
		SP:Iteration 76Q (62407.410000 sec): 3 clusters
  Score: Raw -14926970.603541 + Penalty 3814.508305 = -14923156.095236
  nChanged 2
		SP:Iteration 77Q (62408.150000 sec): 3 clusters
  Score: Raw -14926970.619213 + Penalty 3814.508305 = -14923156.110908
  nChanged 1
		SP:Iteration 78Q (62408.870000 sec): 3 clusters
  Score: Raw -14926970.624193 + Penalty 3814.508305 = -14923156.115888
  nChanged 0
		SP:Iteration 79F (62409.610000 sec): 3 clusters
  Score: Raw -14926970.624193 + Penalty 3814.508305 = -14923156.115888
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (306617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62411.940000 sec): 2 clusters
  Score: Raw -37213998.856904 + Penalty 2052.920137 = -37211945.936767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62413.420000 sec): 3 clusters
  Score: Raw -37008686.756491 + Penalty 4105.840274 = -37004580.916216
  nChanged 149778
		SP:Iteration 1F (62414.780000 sec): 3 clusters
  Score: Raw -37099352.765129 + Penalty 4105.840274 = -37095246.924855
  nChanged 10433
		SP:Iteration 2Q (62416.130000 sec): 3 clusters
  Score: Raw -37102611.178620 + Penalty 4105.840274 = -37098505.338346
  nChanged 12854
		SP:Iteration 3Q (62417.650000 sec): 3 clusters
  Score: Raw -37107857.570679 + Penalty 4105.840274 = -37103751.730404
  nChanged 15962
		SP:Iteration 4F (62419.190000 sec): 3 clusters
  Score: Raw -37116226.258910 + Penalty 4105.840274 = -37112120.418635
  nChanged 19101
		SP:Iteration 5F (62420.660000 sec): 3 clusters
  Score: Raw -37128104.389697 + Penalty 4105.840274 = -37123998.549422
  nChanged 20956
		SP:Iteration 6F (62422.190000 sec): 3 clusters
  Score: Raw -37142944.648362 + Penalty 4105.840274 = -37138838.808088
  nChanged 20829
		SP:Iteration 7F (62423.740000 sec): 3 clusters
  Score: Raw -37158343.994926 + Penalty 4105.840274 = -37154238.154651
  nChanged 19143
		SP:Iteration 8F (62425.310000 sec): 3 clusters
  Score: Raw -37171712.004747 + Penalty 4105.840274 = -37167606.164472
  nChanged 16159
		SP:Iteration 9F (62426.810000 sec): 3 clusters
  Score: Raw -37181368.122812 + Penalty 4105.840274 = -37177262.282538
  nChanged 13258
		SP:Iteration 10Q (62428.420000 sec): 3 clusters
  Score: Raw -37188056.938327 + Penalty 4105.840274 = -37183951.098053
  nChanged 11524
		SP:Iteration 11Q (62429.950000 sec): 3 clusters
  Score: Raw -37193249.385279 + Penalty 4105.840274 = -37189143.545004
  nChanged 10488
		SP:Iteration 12Q (62431.460000 sec): 3 clusters
  Score: Raw -37197618.446538 + Penalty 4105.840274 = -37193512.606264
  nChanged 9793
		SP:Iteration 13Q (62432.940000 sec): 3 clusters
  Score: Raw -37201503.673168 + Penalty 4105.840274 = -37197397.832893
  nChanged 8768
		SP:Iteration 14Q (62434.440000 sec): 3 clusters
  Score: Raw -37204787.619574 + Penalty 4105.840274 = -37200681.779299
  nChanged 7702
		SP:Iteration 15Q (62436.020000 sec): 3 clusters
  Score: Raw -37207537.236072 + Penalty 4105.840274 = -37203431.395798
  nChanged 6660
		SP:Iteration 16Q (62437.510000 sec): 3 clusters
  Score: Raw -37209785.524938 + Penalty 4105.840274 = -37205679.684664
  nChanged 5786
		SP:Iteration 17Q (62439.030000 sec): 3 clusters
  Score: Raw -37211648.962443 + Penalty 4105.840274 = -37207543.122168
  nChanged 4824
		SP:Iteration 18Q (62440.540000 sec): 3 clusters
  Score: Raw -37213089.907926 + Penalty 4105.840274 = -37208984.067651
  nChanged 3965
		SP:Iteration 19Q (62441.980000 sec): 3 clusters
  Score: Raw -37214181.595128 + Penalty 4105.840274 = -37210075.754853
  nChanged 3277
		SP:Iteration 20F (62443.560000 sec): 3 clusters
  Score: Raw -37215030.748472 + Penalty 4105.840274 = -37210924.908197
  nChanged 2652
		SP:Iteration 21Q (62444.960000 sec): 3 clusters
  Score: Raw -37215695.454331 + Penalty 4105.840274 = -37211589.614057
  nChanged 2135
		SP:Iteration 22Q (62446.390000 sec): 3 clusters
  Score: Raw -37216252.440365 + Penalty 4105.840274 = -37212146.600091
  nChanged 1726
		SP:Iteration 23Q (62447.810000 sec): 3 clusters
  Score: Raw -37216743.268455 + Penalty 4105.840274 = -37212637.428181
  nChanged 1400
		SP:Iteration 24Q (62449.200000 sec): 3 clusters
  Score: Raw -37217177.729402 + Penalty 4105.840274 = -37213071.889127
  nChanged 1136
		SP:Iteration 25Q (62450.560000 sec): 3 clusters
  Score: Raw -37217581.097126 + Penalty 4105.840274 = -37213475.256851
  nChanged 949
		SP:Iteration 26Q (62452.000000 sec): 3 clusters
  Score: Raw -37217930.110909 + Penalty 4105.840274 = -37213824.270635
  nChanged 820
		SP:Iteration 27Q (62453.180000 sec): 3 clusters
  Score: Raw -37218167.469348 + Penalty 4105.840274 = -37214061.629073
  nChanged 689
		SP:Iteration 28Q (62454.320000 sec): 3 clusters
  Score: Raw -37218332.718871 + Penalty 4105.840274 = -37214226.878597
  nChanged 623
		SP:Iteration 29Q (62455.470000 sec): 3 clusters
  Score: Raw -37218454.898730 + Penalty 4105.840274 = -37214349.058456
  nChanged 504
		SP:Iteration 30Q (62456.640000 sec): 3 clusters
  Score: Raw -37218535.827595 + Penalty 4105.840274 = -37214429.987321
  nChanged 411
		SP:Iteration 31Q (62457.870000 sec): 3 clusters
  Score: Raw -37218591.020364 + Penalty 4105.840274 = -37214485.180090
  nChanged 372
		SP:Iteration 32Q (62459.130000 sec): 3 clusters
  Score: Raw -37218635.572273 + Penalty 4105.840274 = -37214529.731998
  nChanged 306
		SP:Iteration 33Q (62460.390000 sec): 3 clusters
  Score: Raw -37218668.628475 + Penalty 4105.840274 = -37214562.788200
  nChanged 250
		SP:Iteration 34Q (62461.610000 sec): 3 clusters
  Score: Raw -37218689.305297 + Penalty 4105.840274 = -37214583.465022
  nChanged 203
		SP:Iteration 35Q (62462.880000 sec): 3 clusters
  Score: Raw -37218705.294401 + Penalty 4105.840274 = -37214599.454126
  nChanged 175
		SP:Iteration 36Q (62464.240000 sec): 3 clusters
  Score: Raw -37218718.406422 + Penalty 4105.840274 = -37214612.566148
  nChanged 156
		SP:Iteration 37Q (62465.460000 sec): 3 clusters
  Score: Raw -37218728.378096 + Penalty 4105.840274 = -37214622.537822
  nChanged 144
		SP:Iteration 38Q (62466.570000 sec): 3 clusters
  Score: Raw -37218736.248431 + Penalty 4105.840274 = -37214630.408156
  nChanged 116
		SP:Iteration 39Q (62467.770000 sec): 3 clusters
  Score: Raw -37218742.205349 + Penalty 4105.840274 = -37214636.365074
  nChanged 95
		SP:Iteration 40F (62469.200000 sec): 3 clusters
  Score: Raw -37218747.068721 + Penalty 4105.840274 = -37214641.228446
  nChanged 85
		SP:Iteration 41Q (62470.370000 sec): 3 clusters
  Score: Raw -37218750.635244 + Penalty 4105.840274 = -37214644.794969
  nChanged 79
		SP:Iteration 42Q (62471.550000 sec): 3 clusters
  Score: Raw -37218754.019217 + Penalty 4105.840274 = -37214648.178943
  nChanged 66
		SP:Iteration 43Q (62472.890000 sec): 3 clusters
  Score: Raw -37218756.328422 + Penalty 4105.840274 = -37214650.488147
  nChanged 43
		SP:Iteration 44Q (62474.210000 sec): 3 clusters
  Score: Raw -37218757.625438 + Penalty 4105.840274 = -37214651.785163
  nChanged 36
		SP:Iteration 45Q (62475.490000 sec): 3 clusters
  Score: Raw -37218758.851820 + Penalty 4105.840274 = -37214653.011546
  nChanged 38
		SP:Iteration 46Q (62476.760000 sec): 3 clusters
  Score: Raw -37218759.783454 + Penalty 4105.840274 = -37214653.943180
  nChanged 24
		SP:Iteration 47Q (62478.040000 sec): 3 clusters
  Score: Raw -37218760.440458 + Penalty 4105.840274 = -37214654.600184
  nChanged 26
		SP:Iteration 48Q (62479.360000 sec): 3 clusters
  Score: Raw -37218761.309292 + Penalty 4105.840274 = -37214655.469017
  nChanged 36
		SP:Iteration 49Q (62480.680000 sec): 3 clusters
  Score: Raw -37218762.205612 + Penalty 4105.840274 = -37214656.365338
  nChanged 23
		SP:Iteration 50Q (62481.920000 sec): 3 clusters
  Score: Raw -37218762.783215 + Penalty 4105.840274 = -37214656.942940
  nChanged 21
		SP:Iteration 51Q (62483.240000 sec): 3 clusters
  Score: Raw -37218763.385192 + Penalty 4105.840274 = -37214657.544918
  nChanged 33
		SP:Iteration 52Q (62484.620000 sec): 3 clusters
  Score: Raw -37218764.430098 + Penalty 4105.840274 = -37214658.589824
  nChanged 27
		SP:Iteration 53Q (62485.920000 sec): 3 clusters
  Score: Raw -37218765.370131 + Penalty 4105.840274 = -37214659.529857
  nChanged 21
		SP:Iteration 54Q (62487.190000 sec): 3 clusters
  Score: Raw -37218765.956061 + Penalty 4105.840274 = -37214660.115787
  nChanged 22
		SP:Iteration 55Q (62488.500000 sec): 3 clusters
  Score: Raw -37218766.513205 + Penalty 4105.840274 = -37214660.672930
  nChanged 19
		SP:Iteration 56Q (62489.870000 sec): 3 clusters
  Score: Raw -37218766.900442 + Penalty 4105.840274 = -37214661.060167
  nChanged 14
		SP:Iteration 57Q (62491.240000 sec): 3 clusters
  Score: Raw -37218767.219942 + Penalty 4105.840274 = -37214661.379668
  nChanged 7
		SP:Iteration 58Q (62492.770000 sec): 3 clusters
  Score: Raw -37218767.378735 + Penalty 4105.840274 = -37214661.538461
  nChanged 12
		SP:Iteration 59Q (62494.210000 sec): 3 clusters
  Score: Raw -37218767.699484 + Penalty 4105.840274 = -37214661.859210
  nChanged 18
		SP:Iteration 60F (62495.790000 sec): 3 clusters
  Score: Raw -37218768.179887 + Penalty 4105.840274 = -37214662.339613
  nChanged 14
		SP:Iteration 61Q (62497.290000 sec): 3 clusters
  Score: Raw -37218768.534243 + Penalty 4105.840274 = -37214662.693969
  nChanged 15
		SP:Iteration 62Q (62498.640000 sec): 3 clusters
  Score: Raw -37218768.997933 + Penalty 4105.840274 = -37214663.157659
  nChanged 22
		SP:Iteration 63Q (62500.010000 sec): 3 clusters
  Score: Raw -37218769.649982 + Penalty 4105.840274 = -37214663.809707
  nChanged 26
		SP:Iteration 64Q (62501.400000 sec): 3 clusters
  Score: Raw -37218770.462158 + Penalty 4105.840274 = -37214664.621884
  nChanged 33
		SP:Iteration 65Q (62502.750000 sec): 3 clusters
  Score: Raw -37218771.469652 + Penalty 4105.840274 = -37214665.629378
  nChanged 23
		SP:Iteration 66Q (62504.060000 sec): 3 clusters
  Score: Raw -37218772.046952 + Penalty 4105.840274 = -37214666.206677
  nChanged 18
		SP:Iteration 67Q (62505.550000 sec): 3 clusters
  Score: Raw -37218772.472466 + Penalty 4105.840274 = -37214666.632192
  nChanged 18
		SP:Iteration 68Q (62507.190000 sec): 3 clusters
  Score: Raw -37218772.881434 + Penalty 4105.840274 = -37214667.041159
  nChanged 18
		SP:Iteration 69Q (62508.720000 sec): 3 clusters
  Score: Raw -37218773.259301 + Penalty 4105.840274 = -37214667.419026
  nChanged 16
		SP:Iteration 70Q (62510.310000 sec): 3 clusters
  Score: Raw -37218773.666503 + Penalty 4105.840274 = -37214667.826228
  nChanged 17
		SP:Iteration 71Q (62511.830000 sec): 3 clusters
  Score: Raw -37218774.161865 + Penalty 4105.840274 = -37214668.321590
  nChanged 18
		SP:Iteration 72Q (62513.440000 sec): 3 clusters
  Score: Raw -37218774.702180 + Penalty 4105.840274 = -37214668.861905
  nChanged 21
		SP:Iteration 73Q (62514.710000 sec): 3 clusters
  Score: Raw -37218775.293966 + Penalty 4105.840274 = -37214669.453692
  nChanged 21
		SP:Iteration 74Q (62515.950000 sec): 3 clusters
  Score: Raw -37218775.897629 + Penalty 4105.840274 = -37214670.057354
  nChanged 20
		SP:Iteration 75Q (62517.270000 sec): 3 clusters
  Score: Raw -37218776.290255 + Penalty 4105.840274 = -37214670.449980
  nChanged 11
		SP:Iteration 76Q (62518.660000 sec): 3 clusters
  Score: Raw -37218776.552211 + Penalty 4105.840274 = -37214670.711937
  nChanged 15
		SP:Iteration 77Q (62520.050000 sec): 3 clusters
  Score: Raw -37218776.916478 + Penalty 4105.840274 = -37214671.076203
  nChanged 12
		SP:Iteration 78Q (62521.410000 sec): 3 clusters
  Score: Raw -37218777.107372 + Penalty 4105.840274 = -37214671.267098
  nChanged 5
		SP:Iteration 79Q (62522.610000 sec): 3 clusters
  Score: Raw -37218777.204195 + Penalty 4105.840274 = -37214671.363921
  nChanged 6
		SP:Iteration 80F (62524.020000 sec): 3 clusters
  Score: Raw -37218777.337811 + Penalty 4105.840274 = -37214671.497537
  nChanged 5
		SP:Iteration 81Q (62525.360000 sec): 3 clusters
  Score: Raw -37218777.431815 + Penalty 4105.840274 = -37214671.591540
  nChanged 7
		SP:Iteration 82Q (62526.750000 sec): 3 clusters
  Score: Raw -37218777.581878 + Penalty 4105.840274 = -37214671.741604
  nChanged 6
		SP:Iteration 83Q (62528.120000 sec): 3 clusters
  Score: Raw -37218777.687473 + Penalty 4105.840274 = -37214671.847199
  nChanged 6
		SP:Iteration 84Q (62529.520000 sec): 3 clusters
  Score: Raw -37218777.805710 + Penalty 4105.840274 = -37214671.965435
  nChanged 6
		SP:Iteration 85Q (62530.780000 sec): 3 clusters
  Score: Raw -37218777.949921 + Penalty 4105.840274 = -37214672.109647
  nChanged 5
		SP:Iteration 86Q (62532.090000 sec): 3 clusters
  Score: Raw -37218778.051416 + Penalty 4105.840274 = -37214672.211141
  nChanged 9
		SP:Iteration 87Q (62533.330000 sec): 3 clusters
  Score: Raw -37218778.244318 + Penalty 4105.840274 = -37214672.404044
  nChanged 5
		SP:Iteration 88Q (62534.720000 sec): 3 clusters
  Score: Raw -37218778.336666 + Penalty 4105.840274 = -37214672.496392
  nChanged 6
		SP:Iteration 89Q (62536.000000 sec): 3 clusters
  Score: Raw -37218778.446213 + Penalty 4105.840274 = -37214672.605938
  nChanged 4
		SP:Iteration 90Q (62537.400000 sec): 3 clusters
  Score: Raw -37218778.507449 + Penalty 4105.840274 = -37214672.667175
  nChanged 0
		SP:Iteration 91F (62538.820000 sec): 3 clusters
  Score: Raw -37218778.507449 + Penalty 4105.840274 = -37214672.667175
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (5804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62539.080000 sec): 2 clusters
  Score: Raw -710562.347497 + Penalty 1408.274175 = -709154.073322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62539.230000 sec): 3 clusters
  Score: Raw -707447.031932 + Penalty 2816.548350 = -704630.483582
  nChanged 2357
		SP:Iteration 1F (62539.410000 sec): 3 clusters
  Score: Raw -708679.625067 + Penalty 2816.548350 = -705863.076717
  nChanged 349
		SP:Iteration 2F (62539.600000 sec): 3 clusters
  Score: Raw -708823.818610 + Penalty 2816.548350 = -706007.270260
  nChanged 259
		SP:Iteration 3Q (62539.810000 sec): 3 clusters
  Score: Raw -708921.328021 + Penalty 2816.548350 = -706104.779672
  nChanged 194
		SP:Iteration 4Q (62540.000000 sec): 3 clusters
  Score: Raw -708996.475791 + Penalty 2816.548350 = -706179.927442
  nChanged 200
		SP:Iteration 5Q (62540.220000 sec): 3 clusters
  Score: Raw -709092.117487 + Penalty 2816.548350 = -706275.569137
  nChanged 216
		SP:Iteration 6Q (62540.440000 sec): 3 clusters
  Score: Raw -709234.074584 + Penalty 2816.548350 = -706417.526234
  nChanged 225
		SP:Iteration 7Q (62540.650000 sec): 3 clusters
  Score: Raw -709460.898393 + Penalty 2816.548350 = -706644.350043
  nChanged 314
		SP:Iteration 8F (62540.850000 sec): 3 clusters
  Score: Raw -709801.920725 + Penalty 2816.548350 = -706985.372376
  nChanged 392
		SP:Iteration 9F (62541.050000 sec): 3 clusters
  Score: Raw -710163.463538 + Penalty 2816.548350 = -707346.915188
  nChanged 379
		SP:Iteration 10F (62541.310000 sec): 3 clusters
  Score: Raw -710460.050511 + Penalty 2816.548350 = -707643.502162
  nChanged 353
		SP:Iteration 11F (62541.500000 sec): 3 clusters
  Score: Raw -710716.544420 + Penalty 2816.548350 = -707899.996071
  nChanged 250
		SP:Iteration 12Q (62541.740000 sec): 3 clusters
  Score: Raw -710882.802288 + Penalty 2816.548350 = -708066.253938
  nChanged 202
		SP:Iteration 13Q (62541.940000 sec): 3 clusters
  Score: Raw -711023.367475 + Penalty 2816.548350 = -708206.819126
  nChanged 187
		SP:Iteration 14Q (62542.140000 sec): 3 clusters
  Score: Raw -711151.473147 + Penalty 2816.548350 = -708334.924798
  nChanged 134
		SP:Iteration 15Q (62542.350000 sec): 3 clusters
  Score: Raw -711250.633366 + Penalty 2816.548350 = -708434.085016
  nChanged 117
		SP:Iteration 16Q (62542.590000 sec): 3 clusters
  Score: Raw -711355.003573 + Penalty 2816.548350 = -708538.455223
  nChanged 109
		SP:Iteration 17Q (62542.840000 sec): 3 clusters
  Score: Raw -711435.707744 + Penalty 2816.548350 = -708619.159395
  nChanged 93
		SP:Iteration 18Q (62543.010000 sec): 3 clusters
  Score: Raw -711496.041781 + Penalty 2816.548350 = -708679.493431
  nChanged 76
		SP:Iteration 19Q (62543.240000 sec): 3 clusters
  Score: Raw -711538.188426 + Penalty 2816.548350 = -708721.640076
  nChanged 54
		SP:Iteration 20F (62543.440000 sec): 3 clusters
  Score: Raw -711573.956356 + Penalty 2816.548350 = -708757.408006
  nChanged 58
		SP:Iteration 21Q (62543.630000 sec): 3 clusters
  Score: Raw -711611.726139 + Penalty 2816.548350 = -708795.177789
  nChanged 34
		SP:Iteration 22Q (62543.830000 sec): 3 clusters
  Score: Raw -711631.657888 + Penalty 2816.548350 = -708815.109538
  nChanged 38
		SP:Iteration 23Q (62544.030000 sec): 3 clusters
  Score: Raw -711655.647273 + Penalty 2816.548350 = -708839.098924
  nChanged 31
		SP:Iteration 24Q (62544.200000 sec): 3 clusters
  Score: Raw -711671.236952 + Penalty 2816.548350 = -708854.688603
  nChanged 26
		SP:Iteration 25Q (62544.400000 sec): 3 clusters
  Score: Raw -711684.202107 + Penalty 2816.548350 = -708867.653757
  nChanged 13
		SP:Iteration 26Q (62544.620000 sec): 3 clusters
  Score: Raw -711689.663122 + Penalty 2816.548350 = -708873.114773
  nChanged 12
		SP:Iteration 27Q (62544.790000 sec): 3 clusters
  Score: Raw -711694.999322 + Penalty 2816.548350 = -708878.450972
  nChanged 8
		SP:Iteration 28Q (62545.000000 sec): 3 clusters
  Score: Raw -711698.342499 + Penalty 2816.548350 = -708881.794150
  nChanged 15
		SP:Iteration 29Q (62545.190000 sec): 3 clusters
  Score: Raw -711705.049052 + Penalty 2816.548350 = -708888.500702
  nChanged 9
		SP:Iteration 30Q (62545.380000 sec): 3 clusters
  Score: Raw -711709.001205 + Penalty 2816.548350 = -708892.452855
  nChanged 11
		SP:Iteration 31Q (62545.590000 sec): 3 clusters
  Score: Raw -711713.304264 + Penalty 2816.548350 = -708896.755914
  nChanged 8
		SP:Iteration 32Q (62545.810000 sec): 3 clusters
  Score: Raw -711717.134610 + Penalty 2816.548350 = -708900.586261
  nChanged 8
		SP:Iteration 33Q (62546.010000 sec): 3 clusters
  Score: Raw -711720.751763 + Penalty 2816.548350 = -708904.203414
  nChanged 8
		SP:Iteration 34Q (62546.210000 sec): 3 clusters
  Score: Raw -711724.096191 + Penalty 2816.548350 = -708907.547841
  nChanged 6
		SP:Iteration 35Q (62546.410000 sec): 3 clusters
  Score: Raw -711725.437361 + Penalty 2816.548350 = -708908.889012
  nChanged 5
		SP:Iteration 36Q (62546.590000 sec): 3 clusters
  Score: Raw -711727.590429 + Penalty 2816.548350 = -708911.042079
  nChanged 4
		SP:Iteration 37Q (62546.830000 sec): 3 clusters
  Score: Raw -711728.470348 + Penalty 2816.548350 = -708911.921999
  nChanged 0
		SP:Iteration 38F (62547.050000 sec): 3 clusters
  Score: Raw -711728.470348 + Penalty 2816.548350 = -708911.921999
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (70107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62547.480000 sec): 2 clusters
  Score: Raw -8169880.878955 + Penalty 1813.138913 = -8168067.740042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62548.010000 sec): 3 clusters
  Score: Raw -8125101.983404 + Penalty 3626.277826 = -8121475.705579
  nChanged 33186
		SP:Iteration 1F (62548.550000 sec): 3 clusters
  Score: Raw -8147441.143186 + Penalty 3626.277826 = -8143814.865360
  nChanged 5221
		SP:Iteration 2F (62549.050000 sec): 3 clusters
  Score: Raw -8152831.599271 + Penalty 3626.277826 = -8149205.321445
  nChanged 6576
		SP:Iteration 3F (62549.510000 sec): 3 clusters
  Score: Raw -8158877.635486 + Penalty 3626.277826 = -8155251.357660
  nChanged 7006
		SP:Iteration 4F (62550.030000 sec): 3 clusters
  Score: Raw -8164327.427304 + Penalty 3626.277826 = -8160701.149478
  nChanged 5977
		SP:Iteration 5F (62550.520000 sec): 3 clusters
  Score: Raw -8168588.672401 + Penalty 3626.277826 = -8164962.394575
  nChanged 4608
		SP:Iteration 6F (62551.020000 sec): 3 clusters
  Score: Raw -8171504.114573 + Penalty 3626.277826 = -8167877.836747
  nChanged 3432
		SP:Iteration 7Q (62551.590000 sec): 3 clusters
  Score: Raw -8173537.074937 + Penalty 3626.277826 = -8169910.797111
  nChanged 2851
		SP:Iteration 8Q (62552.110000 sec): 3 clusters
  Score: Raw -8175154.005656 + Penalty 3626.277826 = -8171527.727830
  nChanged 2288
		SP:Iteration 9Q (62552.680000 sec): 3 clusters
  Score: Raw -8176394.024454 + Penalty 3626.277826 = -8172767.746628
  nChanged 1907
		SP:Iteration 10Q (62553.210000 sec): 3 clusters
  Score: Raw -8177424.829942 + Penalty 3626.277826 = -8173798.552116
  nChanged 1608
		SP:Iteration 11Q (62553.710000 sec): 3 clusters
  Score: Raw -8178282.934782 + Penalty 3626.277826 = -8174656.656956
  nChanged 1283
		SP:Iteration 12Q (62554.270000 sec): 3 clusters
  Score: Raw -8178924.960066 + Penalty 3626.277826 = -8175298.682241
  nChanged 996
		SP:Iteration 13Q (62554.760000 sec): 3 clusters
  Score: Raw -8179385.433460 + Penalty 3626.277826 = -8175759.155635
  nChanged 711
		SP:Iteration 14Q (62555.280000 sec): 3 clusters
  Score: Raw -8179665.087653 + Penalty 3626.277826 = -8176038.809827
  nChanged 552
		SP:Iteration 15Q (62555.790000 sec): 3 clusters
  Score: Raw -8179840.476601 + Penalty 3626.277826 = -8176214.198775
  nChanged 358
		SP:Iteration 16Q (62556.320000 sec): 3 clusters
  Score: Raw -8179927.313332 + Penalty 3626.277826 = -8176301.035506
  nChanged 238
		SP:Iteration 17Q (62556.860000 sec): 3 clusters
  Score: Raw -8179971.008980 + Penalty 3626.277826 = -8176344.731155
  nChanged 175
		SP:Iteration 18Q (62557.400000 sec): 3 clusters
  Score: Raw -8179994.500897 + Penalty 3626.277826 = -8176368.223071
  nChanged 133
		SP:Iteration 19Q (62557.860000 sec): 3 clusters
  Score: Raw -8180008.243151 + Penalty 3626.277826 = -8176381.965325
  nChanged 93
		SP:Iteration 20F (62558.400000 sec): 3 clusters
  Score: Raw -8180025.468269 + Penalty 3626.277826 = -8176399.190443
  nChanged 76
		SP:Iteration 21Q (62558.890000 sec): 3 clusters
  Score: Raw -8180034.817327 + Penalty 3626.277826 = -8176408.539501
  nChanged 60
		SP:Iteration 22Q (62559.350000 sec): 3 clusters
  Score: Raw -8180039.782687 + Penalty 3626.277826 = -8176413.504861
  nChanged 48
		SP:Iteration 23Q (62559.850000 sec): 3 clusters
  Score: Raw -8180043.537367 + Penalty 3626.277826 = -8176417.259541
  nChanged 38
		SP:Iteration 24Q (62560.340000 sec): 3 clusters
  Score: Raw -8180046.189725 + Penalty 3626.277826 = -8176419.911899
  nChanged 28
		SP:Iteration 25Q (62560.890000 sec): 3 clusters
  Score: Raw -8180048.116432 + Penalty 3626.277826 = -8176421.838606
  nChanged 18
		SP:Iteration 26Q (62561.370000 sec): 3 clusters
  Score: Raw -8180048.933657 + Penalty 3626.277826 = -8176422.655831
  nChanged 17
		SP:Iteration 27Q (62561.880000 sec): 3 clusters
  Score: Raw -8180049.757032 + Penalty 3626.277826 = -8176423.479206
  nChanged 15
		SP:Iteration 28Q (62562.340000 sec): 3 clusters
  Score: Raw -8180050.267420 + Penalty 3626.277826 = -8176423.989594
  nChanged 5
		SP:Iteration 29Q (62562.750000 sec): 3 clusters
  Score: Raw -8180050.542408 + Penalty 3626.277826 = -8176424.264583
  nChanged 4
		SP:Iteration 30Q (62563.310000 sec): 3 clusters
  Score: Raw -8180050.804371 + Penalty 3626.277826 = -8176424.526546
  nChanged 7
		SP:Iteration 31Q (62563.850000 sec): 3 clusters
  Score: Raw -8180051.046272 + Penalty 3626.277826 = -8176424.768446
  nChanged 7
		SP:Iteration 32Q (62564.300000 sec): 3 clusters
  Score: Raw -8180051.381012 + Penalty 3626.277826 = -8176425.103186
  nChanged 8
		SP:Iteration 33Q (62564.820000 sec): 3 clusters
  Score: Raw -8180051.627179 + Penalty 3626.277826 = -8176425.349353
  nChanged 3
		SP:Iteration 34Q (62565.340000 sec): 3 clusters
  Score: Raw -8180051.708642 + Penalty 3626.277826 = -8176425.430817
  nChanged 3
		SP:Iteration 35Q (62565.880000 sec): 3 clusters
  Score: Raw -8180051.793155 + Penalty 3626.277826 = -8176425.515330
  nChanged 0
		SP:Iteration 36F (62566.400000 sec): 3 clusters
  Score: Raw -8180051.793155 + Penalty 3626.277826 = -8176425.515330
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62566.520000 sec): 2 clusters
  Score: Raw -111050.876319 + Penalty 1128.883599 = -109921.992720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62566.740000 sec): 3 clusters
  Score: Raw -110753.311553 + Penalty 2257.767197 = -108495.544355
  nChanged 357
		SP:Iteration 1F (62566.950000 sec): 3 clusters
  Score: Raw -111211.188772 + Penalty 2257.767197 = -108953.421575
  nChanged 138
		SP:Iteration 2F (62567.150000 sec): 3 clusters
  Score: Raw -111904.349273 + Penalty 2257.767197 = -109646.582076
  nChanged 192
		SP:Iteration 3F (62567.340000 sec): 3 clusters
  Score: Raw -113458.310409 + Penalty 2257.767197 = -111200.543212
  nChanged 125
		SP:Iteration 4F (62567.550000 sec): 3 clusters
  Score: Raw -114868.091675 + Penalty 2257.767197 = -112610.324478
  nChanged 29
		SP:Iteration 5Q (62567.690000 sec): 3 clusters
  Score: Raw -115592.969616 + Penalty 2257.767197 = -113335.202418
  nChanged 5
		SP:Iteration 6Q (62567.880000 sec): 3 clusters
  Score: Raw -115641.542690 + Penalty 2257.767197 = -113383.775493
  nChanged 1
		SP:Iteration 7Q (62568.030000 sec): 3 clusters
  Score: Raw -115665.850314 + Penalty 2257.767197 = -113408.083116
  nChanged 4
		SP:Iteration 8Q (62568.170000 sec): 3 clusters
  Score: Raw -115691.169457 + Penalty 2257.767197 = -113433.402260
  nChanged 3
		SP:Iteration 9Q (62568.360000 sec): 3 clusters
  Score: Raw -115703.364222 + Penalty 2257.767197 = -113445.597025
  nChanged 1
		SP:Iteration 10Q (62568.560000 sec): 3 clusters
  Score: Raw -115706.909455 + Penalty 2257.767197 = -113449.142257
  nChanged 1
		SP:Iteration 11Q (62568.750000 sec): 3 clusters
  Score: Raw -115710.704717 + Penalty 2257.767197 = -113452.937519
  nChanged 3
		SP:Iteration 12Q (62568.940000 sec): 3 clusters
  Score: Raw -115742.690167 + Penalty 2257.767197 = -113484.922970
  nChanged 7
		SP:Iteration 13Q (62569.140000 sec): 3 clusters
  Score: Raw -115830.261666 + Penalty 2257.767197 = -113572.494468
  nChanged 5
		SP:Iteration 14Q (62569.310000 sec): 3 clusters
  Score: Raw -115921.011520 + Penalty 2257.767197 = -113663.244323
  nChanged 6
		SP:Iteration 15Q (62569.480000 sec): 3 clusters
  Score: Raw -116016.977009 + Penalty 2257.767197 = -113759.209812
  nChanged 0
		SP:Iteration 16F (62569.640000 sec): 3 clusters
  Score: Raw -116016.977009 + Penalty 2257.767197 = -113759.209812
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (30473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62569.880000 sec): 2 clusters
  Score: Raw -3394761.112533 + Penalty 1677.746903 = -3393083.365630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62570.230000 sec): 3 clusters
  Score: Raw -3375843.767835 + Penalty 3355.493806 = -3372488.274029
  nChanged 14307
		SP:Iteration 1F (62570.630000 sec): 3 clusters
  Score: Raw -3384522.631139 + Penalty 3355.493806 = -3381167.137334
  nChanged 1938
		SP:Iteration 2F (62571.000000 sec): 3 clusters
  Score: Raw -3385608.004064 + Penalty 3355.493806 = -3382252.510259
  nChanged 1988
		SP:Iteration 3F (62571.320000 sec): 3 clusters
  Score: Raw -3386863.408768 + Penalty 3355.493806 = -3383507.914962
  nChanged 2101
		SP:Iteration 4F (62571.680000 sec): 3 clusters
  Score: Raw -3388414.660844 + Penalty 3355.493806 = -3385059.167039
  nChanged 2061
		SP:Iteration 5F (62572.020000 sec): 3 clusters
  Score: Raw -3390081.708923 + Penalty 3355.493806 = -3386726.215118
  nChanged 1946
		SP:Iteration 6F (62572.320000 sec): 3 clusters
  Score: Raw -3391846.409133 + Penalty 3355.493806 = -3388490.915328
  nChanged 1884
		SP:Iteration 7F (62572.620000 sec): 3 clusters
  Score: Raw -3393473.589282 + Penalty 3355.493806 = -3390118.095476
  nChanged 1752
		SP:Iteration 8F (62572.960000 sec): 3 clusters
  Score: Raw -3394810.449286 + Penalty 3355.493806 = -3391454.955480
  nChanged 1497
		SP:Iteration 9Q (62573.300000 sec): 3 clusters
  Score: Raw -3395800.624309 + Penalty 3355.493806 = -3392445.130503
  nChanged 1162
		SP:Iteration 10Q (62573.620000 sec): 3 clusters
  Score: Raw -3396416.080143 + Penalty 3355.493806 = -3393060.586337
  nChanged 825
		SP:Iteration 11Q (62573.990000 sec): 3 clusters
  Score: Raw -3396720.418161 + Penalty 3355.493806 = -3393364.924356
  nChanged 591
		SP:Iteration 12Q (62574.300000 sec): 3 clusters
  Score: Raw -3396874.469437 + Penalty 3355.493806 = -3393518.975631
  nChanged 398
		SP:Iteration 13Q (62574.620000 sec): 3 clusters
  Score: Raw -3396956.530380 + Penalty 3355.493806 = -3393601.036574
  nChanged 276
		SP:Iteration 14Q (62574.940000 sec): 3 clusters
  Score: Raw -3396997.594737 + Penalty 3355.493806 = -3393642.100931
  nChanged 197
		SP:Iteration 15Q (62575.250000 sec): 3 clusters
  Score: Raw -3397022.433764 + Penalty 3355.493806 = -3393666.939959
  nChanged 166
		SP:Iteration 16Q (62575.540000 sec): 3 clusters
  Score: Raw -3397040.327587 + Penalty 3355.493806 = -3393684.833782
  nChanged 113
		SP:Iteration 17Q (62575.860000 sec): 3 clusters
  Score: Raw -3397050.547897 + Penalty 3355.493806 = -3393695.054091
  nChanged 84
		SP:Iteration 18Q (62576.200000 sec): 3 clusters
  Score: Raw -3397057.404906 + Penalty 3355.493806 = -3393701.911101
  nChanged 70
		SP:Iteration 19Q (62576.520000 sec): 3 clusters
  Score: Raw -3397062.358425 + Penalty 3355.493806 = -3393706.864619
  nChanged 57
		SP:Iteration 20F (62576.820000 sec): 3 clusters
  Score: Raw -3397065.844803 + Penalty 3355.493806 = -3393710.350997
  nChanged 42
		SP:Iteration 21Q (62577.140000 sec): 3 clusters
  Score: Raw -3397067.864288 + Penalty 3355.493806 = -3393712.370483
  nChanged 36
		SP:Iteration 22Q (62577.500000 sec): 3 clusters
  Score: Raw -3397069.913783 + Penalty 3355.493806 = -3393714.419978
  nChanged 27
		SP:Iteration 23Q (62577.860000 sec): 3 clusters
  Score: Raw -3397071.395257 + Penalty 3355.493806 = -3393715.901451
  nChanged 27
		SP:Iteration 24Q (62578.160000 sec): 3 clusters
  Score: Raw -3397072.890026 + Penalty 3355.493806 = -3393717.396221
  nChanged 26
		SP:Iteration 25Q (62578.460000 sec): 3 clusters
  Score: Raw -3397074.708199 + Penalty 3355.493806 = -3393719.214394
  nChanged 27
		SP:Iteration 26Q (62578.780000 sec): 3 clusters
  Score: Raw -3397076.364546 + Penalty 3355.493806 = -3393720.870741
  nChanged 27
		SP:Iteration 27Q (62579.110000 sec): 3 clusters
  Score: Raw -3397077.985407 + Penalty 3355.493806 = -3393722.491602
  nChanged 33
		SP:Iteration 28Q (62579.440000 sec): 3 clusters
  Score: Raw -3397079.329652 + Penalty 3355.493806 = -3393723.835846
  nChanged 31
		SP:Iteration 29Q (62579.720000 sec): 3 clusters
  Score: Raw -3397080.407107 + Penalty 3355.493806 = -3393724.913301
  nChanged 13
		SP:Iteration 30Q (62580.050000 sec): 3 clusters
  Score: Raw -3397081.017617 + Penalty 3355.493806 = -3393725.523812
  nChanged 18
		SP:Iteration 31Q (62580.330000 sec): 3 clusters
  Score: Raw -3397081.948169 + Penalty 3355.493806 = -3393726.454364
  nChanged 21
		SP:Iteration 32Q (62580.590000 sec): 3 clusters
  Score: Raw -3397082.863564 + Penalty 3355.493806 = -3393727.369759
  nChanged 17
		SP:Iteration 33Q (62580.880000 sec): 3 clusters
  Score: Raw -3397083.591807 + Penalty 3355.493806 = -3393728.098001
  nChanged 16
		SP:Iteration 34Q (62581.200000 sec): 3 clusters
  Score: Raw -3397084.526355 + Penalty 3355.493806 = -3393729.032550
  nChanged 16
		SP:Iteration 35Q (62581.510000 sec): 3 clusters
  Score: Raw -3397085.244092 + Penalty 3355.493806 = -3393729.750286
  nChanged 18
		SP:Iteration 36Q (62581.840000 sec): 3 clusters
  Score: Raw -3397085.983640 + Penalty 3355.493806 = -3393730.489835
  nChanged 12
		SP:Iteration 37Q (62582.150000 sec): 3 clusters
  Score: Raw -3397086.505793 + Penalty 3355.493806 = -3393731.011988
  nChanged 14
		SP:Iteration 38Q (62582.450000 sec): 3 clusters
  Score: Raw -3397087.234682 + Penalty 3355.493806 = -3393731.740877
  nChanged 16
		SP:Iteration 39Q (62582.780000 sec): 3 clusters
  Score: Raw -3397087.897611 + Penalty 3355.493806 = -3393732.403806
  nChanged 13
		SP:Iteration 40F (62583.060000 sec): 3 clusters
  Score: Raw -3397088.613078 + Penalty 3355.493806 = -3393733.119272
  nChanged 12
		SP:Iteration 41Q (62583.420000 sec): 3 clusters
  Score: Raw -3397089.105211 + Penalty 3355.493806 = -3393733.611406
  nChanged 11
		SP:Iteration 42Q (62583.700000 sec): 3 clusters
  Score: Raw -3397089.437778 + Penalty 3355.493806 = -3393733.943973
  nChanged 8
		SP:Iteration 43Q (62584.020000 sec): 3 clusters
  Score: Raw -3397089.795384 + Penalty 3355.493806 = -3393734.301579
  nChanged 8
		SP:Iteration 44Q (62584.340000 sec): 3 clusters
  Score: Raw -3397090.093718 + Penalty 3355.493806 = -3393734.599913
  nChanged 6
		SP:Iteration 45Q (62584.640000 sec): 3 clusters
  Score: Raw -3397090.277458 + Penalty 3355.493806 = -3393734.783653
  nChanged 4
		SP:Iteration 46Q (62584.910000 sec): 3 clusters
  Score: Raw -3397090.361690 + Penalty 3355.493806 = -3393734.867884
  nChanged 1
		SP:Iteration 47Q (62585.220000 sec): 3 clusters
  Score: Raw -3397090.381668 + Penalty 3355.493806 = -3393734.887862
  nChanged 1
		SP:Iteration 48Q (62585.490000 sec): 3 clusters
  Score: Raw -3397090.429078 + Penalty 3355.493806 = -3393734.935273
  nChanged 2
		SP:Iteration 49Q (62585.820000 sec): 3 clusters
  Score: Raw -3397090.486650 + Penalty 3355.493806 = -3393734.992844
  nChanged 3
		SP:Iteration 50Q (62586.110000 sec): 3 clusters
  Score: Raw -3397090.550936 + Penalty 3355.493806 = -3393735.057131
  nChanged 2
		SP:Iteration 51Q (62586.440000 sec): 3 clusters
  Score: Raw -3397090.596730 + Penalty 3355.493806 = -3393735.102925
  nChanged 0
		SP:Iteration 52F (62586.790000 sec): 3 clusters
  Score: Raw -3397090.596730 + Penalty 3355.493806 = -3393735.102925
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (21865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62586.960000 sec): 2 clusters
  Score: Raw -2544709.883884 + Penalty 1623.804400 = -2543086.079484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62587.240000 sec): 3 clusters
  Score: Raw -2531558.978273 + Penalty 3247.608801 = -2528311.369473
  nChanged 9942
		SP:Iteration 1F (62587.510000 sec): 3 clusters
  Score: Raw -2537185.682873 + Penalty 3247.608801 = -2533938.074073
  nChanged 1422
		SP:Iteration 2F (62587.750000 sec): 3 clusters
  Score: Raw -2538368.743029 + Penalty 3247.608801 = -2535121.134228
  nChanged 1887
		SP:Iteration 3F (62588.050000 sec): 3 clusters
  Score: Raw -2541003.035306 + Penalty 3247.608801 = -2537755.426505
  nChanged 2497
		SP:Iteration 4F (62588.270000 sec): 3 clusters
  Score: Raw -2544587.717105 + Penalty 3247.608801 = -2541340.108304
  nChanged 2298
		SP:Iteration 5F (62588.540000 sec): 3 clusters
  Score: Raw -2547334.009885 + Penalty 3247.608801 = -2544086.401084
  nChanged 1551
		SP:Iteration 6F (62588.790000 sec): 3 clusters
  Score: Raw -2548960.143677 + Penalty 3247.608801 = -2545712.534876
  nChanged 1118
		SP:Iteration 7F (62589.070000 sec): 3 clusters
  Score: Raw -2550349.795135 + Penalty 3247.608801 = -2547102.186334
  nChanged 807
		SP:Iteration 8Q (62589.290000 sec): 3 clusters
  Score: Raw -2551177.583441 + Penalty 3247.608801 = -2547929.974640
  nChanged 590
		SP:Iteration 9Q (62589.580000 sec): 3 clusters
  Score: Raw -2551577.047389 + Penalty 3247.608801 = -2548329.438589
  nChanged 405
		SP:Iteration 10Q (62589.870000 sec): 3 clusters
  Score: Raw -2551761.995688 + Penalty 3247.608801 = -2548514.386887
  nChanged 294
		SP:Iteration 11Q (62590.160000 sec): 3 clusters
  Score: Raw -2551857.172472 + Penalty 3247.608801 = -2548609.563671
  nChanged 200
		SP:Iteration 12Q (62590.430000 sec): 3 clusters
  Score: Raw -2551912.247115 + Penalty 3247.608801 = -2548664.638314
  nChanged 162
		SP:Iteration 13Q (62590.730000 sec): 3 clusters
  Score: Raw -2551948.435565 + Penalty 3247.608801 = -2548700.826764
  nChanged 125
		SP:Iteration 14Q (62591.080000 sec): 3 clusters
  Score: Raw -2551971.775289 + Penalty 3247.608801 = -2548724.166488
  nChanged 100
		SP:Iteration 15Q (62591.380000 sec): 3 clusters
  Score: Raw -2551989.907370 + Penalty 3247.608801 = -2548742.298569
  nChanged 91
		SP:Iteration 16Q (62591.640000 sec): 3 clusters
  Score: Raw -2552006.232197 + Penalty 3247.608801 = -2548758.623396
  nChanged 89
		SP:Iteration 17Q (62591.940000 sec): 3 clusters
  Score: Raw -2552023.991899 + Penalty 3247.608801 = -2548776.383098
  nChanged 85
		SP:Iteration 18Q (62592.200000 sec): 3 clusters
  Score: Raw -2552041.531641 + Penalty 3247.608801 = -2548793.922840
  nChanged 90
		SP:Iteration 19Q (62592.480000 sec): 3 clusters
  Score: Raw -2552058.115047 + Penalty 3247.608801 = -2548810.506246
  nChanged 82
		SP:Iteration 20F (62592.730000 sec): 3 clusters
  Score: Raw -2552076.188413 + Penalty 3247.608801 = -2548828.579612
  nChanged 88
		SP:Iteration 21Q (62593.030000 sec): 3 clusters
  Score: Raw -2552093.287024 + Penalty 3247.608801 = -2548845.678224
  nChanged 64
		SP:Iteration 22Q (62593.290000 sec): 3 clusters
  Score: Raw -2552102.828347 + Penalty 3247.608801 = -2548855.219546
  nChanged 49
		SP:Iteration 23Q (62593.630000 sec): 3 clusters
  Score: Raw -2552108.557833 + Penalty 3247.608801 = -2548860.949033
  nChanged 35
		SP:Iteration 24Q (62593.880000 sec): 3 clusters
  Score: Raw -2552112.362464 + Penalty 3247.608801 = -2548864.753663
  nChanged 31
		SP:Iteration 25Q (62594.180000 sec): 3 clusters
  Score: Raw -2552115.720094 + Penalty 3247.608801 = -2548868.111293
  nChanged 31
		SP:Iteration 26Q (62594.440000 sec): 3 clusters
  Score: Raw -2552119.938654 + Penalty 3247.608801 = -2548872.329853
  nChanged 26
		SP:Iteration 27Q (62594.700000 sec): 3 clusters
  Score: Raw -2552122.297346 + Penalty 3247.608801 = -2548874.688546
  nChanged 19
		SP:Iteration 28Q (62595.010000 sec): 3 clusters
  Score: Raw -2552124.029744 + Penalty 3247.608801 = -2548876.420944
  nChanged 20
		SP:Iteration 29Q (62595.250000 sec): 3 clusters
  Score: Raw -2552125.962939 + Penalty 3247.608801 = -2548878.354138
  nChanged 19
		SP:Iteration 30Q (62595.530000 sec): 3 clusters
  Score: Raw -2552127.568464 + Penalty 3247.608801 = -2548879.959663
  nChanged 11
		SP:Iteration 31Q (62595.820000 sec): 3 clusters
  Score: Raw -2552128.685859 + Penalty 3247.608801 = -2548881.077059
  nChanged 11
		SP:Iteration 32Q (62596.130000 sec): 3 clusters
  Score: Raw -2552129.992332 + Penalty 3247.608801 = -2548882.383531
  nChanged 13
		SP:Iteration 33Q (62596.470000 sec): 3 clusters
  Score: Raw -2552131.412709 + Penalty 3247.608801 = -2548883.803908
  nChanged 12
		SP:Iteration 34Q (62596.770000 sec): 3 clusters
  Score: Raw -2552132.651294 + Penalty 3247.608801 = -2548885.042494
  nChanged 9
		SP:Iteration 35Q (62597.130000 sec): 3 clusters
  Score: Raw -2552133.323480 + Penalty 3247.608801 = -2548885.714680
  nChanged 8
		SP:Iteration 36Q (62597.370000 sec): 3 clusters
  Score: Raw -2552133.929694 + Penalty 3247.608801 = -2548886.320894
  nChanged 5
		SP:Iteration 37Q (62597.690000 sec): 3 clusters
  Score: Raw -2552134.268360 + Penalty 3247.608801 = -2548886.659559
  nChanged 4
		SP:Iteration 38Q (62598.010000 sec): 3 clusters
  Score: Raw -2552134.567304 + Penalty 3247.608801 = -2548886.958503
  nChanged 4
		SP:Iteration 39Q (62598.280000 sec): 3 clusters
  Score: Raw -2552134.900700 + Penalty 3247.608801 = -2548887.291899
  nChanged 2
		SP:Iteration 40F (62598.570000 sec): 3 clusters
  Score: Raw -2552135.000204 + Penalty 3247.608801 = -2548887.391403
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (31664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62598.790000 sec): 2 clusters
  Score: Raw -3488586.437597 + Penalty 1683.977046 = -3486902.460551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62599.150000 sec): 3 clusters
  Score: Raw -3469058.738091 + Penalty 3367.954092 = -3465690.783998
  nChanged 14726
		SP:Iteration 1F (62599.510000 sec): 3 clusters
  Score: Raw -3478675.443388 + Penalty 3367.954092 = -3475307.489296
  nChanged 2545
		SP:Iteration 2F (62599.850000 sec): 3 clusters
  Score: Raw -3480931.926170 + Penalty 3367.954092 = -3477563.972077
  nChanged 3016
		SP:Iteration 3F (62600.200000 sec): 3 clusters
  Score: Raw -3484785.388363 + Penalty 3367.954092 = -3481417.434271
  nChanged 3447
		SP:Iteration 4F (62600.590000 sec): 3 clusters
  Score: Raw -3489724.259544 + Penalty 3367.954092 = -3486356.305452
  nChanged 2978
		SP:Iteration 5F (62600.920000 sec): 3 clusters
  Score: Raw -3493421.815536 + Penalty 3367.954092 = -3490053.861444
  nChanged 2125
		SP:Iteration 6F (62601.280000 sec): 3 clusters
  Score: Raw -3495627.603917 + Penalty 3367.954092 = -3492259.649825
  nChanged 1670
		SP:Iteration 7F (62601.610000 sec): 3 clusters
  Score: Raw -3497839.483174 + Penalty 3367.954092 = -3494471.529082
  nChanged 1426
		SP:Iteration 8Q (62601.930000 sec): 3 clusters
  Score: Raw -3499717.002477 + Penalty 3367.954092 = -3496349.048385
  nChanged 981
		SP:Iteration 9Q (62602.250000 sec): 3 clusters
  Score: Raw -3500518.257098 + Penalty 3367.954092 = -3497150.303006
  nChanged 618
		SP:Iteration 10Q (62602.580000 sec): 3 clusters
  Score: Raw -3500825.268107 + Penalty 3367.954092 = -3497457.314015
  nChanged 364
		SP:Iteration 11Q (62602.940000 sec): 3 clusters
  Score: Raw -3500953.609662 + Penalty 3367.954092 = -3497585.655570
  nChanged 233
		SP:Iteration 12Q (62603.310000 sec): 3 clusters
  Score: Raw -3501010.078203 + Penalty 3367.954092 = -3497642.124111
  nChanged 141
		SP:Iteration 13Q (62603.650000 sec): 3 clusters
  Score: Raw -3501034.351200 + Penalty 3367.954092 = -3497666.397108
  nChanged 106
		SP:Iteration 14Q (62604.000000 sec): 3 clusters
  Score: Raw -3501051.248435 + Penalty 3367.954092 = -3497683.294343
  nChanged 91
		SP:Iteration 15Q (62604.380000 sec): 3 clusters
  Score: Raw -3501063.977678 + Penalty 3367.954092 = -3497696.023586
  nChanged 70
		SP:Iteration 16Q (62604.750000 sec): 3 clusters
  Score: Raw -3501070.832548 + Penalty 3367.954092 = -3497702.878456
  nChanged 45
		SP:Iteration 17Q (62605.080000 sec): 3 clusters
  Score: Raw -3501075.869144 + Penalty 3367.954092 = -3497707.915052
  nChanged 39
		SP:Iteration 18Q (62605.520000 sec): 3 clusters
  Score: Raw -3501078.426802 + Penalty 3367.954092 = -3497710.472710
  nChanged 27
		SP:Iteration 19Q (62605.790000 sec): 3 clusters
  Score: Raw -3501080.021670 + Penalty 3367.954092 = -3497712.067578
  nChanged 14
		SP:Iteration 20F (62606.100000 sec): 3 clusters
  Score: Raw -3501083.342545 + Penalty 3367.954092 = -3497715.388453
  nChanged 24
		SP:Iteration 21Q (62606.420000 sec): 3 clusters
  Score: Raw -3501086.522230 + Penalty 3367.954092 = -3497718.568138
  nChanged 29
		SP:Iteration 22Q (62606.710000 sec): 3 clusters
  Score: Raw -3501089.618936 + Penalty 3367.954092 = -3497721.664844
  nChanged 29
		SP:Iteration 23Q (62606.990000 sec): 3 clusters
  Score: Raw -3501092.563284 + Penalty 3367.954092 = -3497724.609192
  nChanged 33
		SP:Iteration 24Q (62607.300000 sec): 3 clusters
  Score: Raw -3501096.192379 + Penalty 3367.954092 = -3497728.238287
  nChanged 37
		SP:Iteration 25Q (62607.650000 sec): 3 clusters
  Score: Raw -3501102.160036 + Penalty 3367.954092 = -3497734.205944
  nChanged 40
		SP:Iteration 26Q (62607.940000 sec): 3 clusters
  Score: Raw -3501107.789883 + Penalty 3367.954092 = -3497739.835791
  nChanged 42
		SP:Iteration 27Q (62608.230000 sec): 3 clusters
  Score: Raw -3501112.048976 + Penalty 3367.954092 = -3497744.094884
  nChanged 32
		SP:Iteration 28Q (62608.590000 sec): 3 clusters
  Score: Raw -3501115.003822 + Penalty 3367.954092 = -3497747.049730
  nChanged 40
		SP:Iteration 29Q (62608.910000 sec): 3 clusters
  Score: Raw -3501118.643131 + Penalty 3367.954092 = -3497750.689038
  nChanged 43
		SP:Iteration 30Q (62609.270000 sec): 3 clusters
  Score: Raw -3501123.016205 + Penalty 3367.954092 = -3497755.062113
  nChanged 44
		SP:Iteration 31Q (62609.610000 sec): 3 clusters
  Score: Raw -3501127.648067 + Penalty 3367.954092 = -3497759.693975
  nChanged 45
		SP:Iteration 32Q (62609.950000 sec): 3 clusters
  Score: Raw -3501132.279125 + Penalty 3367.954092 = -3497764.325033
  nChanged 42
		SP:Iteration 33Q (62610.280000 sec): 3 clusters
  Score: Raw -3501136.408683 + Penalty 3367.954092 = -3497768.454591
  nChanged 38
		SP:Iteration 34Q (62610.630000 sec): 3 clusters
  Score: Raw -3501139.336659 + Penalty 3367.954092 = -3497771.382567
  nChanged 37
		SP:Iteration 35Q (62610.940000 sec): 3 clusters
  Score: Raw -3501142.370596 + Penalty 3367.954092 = -3497774.416504
  nChanged 30
		SP:Iteration 36Q (62611.280000 sec): 3 clusters
  Score: Raw -3501144.512081 + Penalty 3367.954092 = -3497776.557989
  nChanged 27
		SP:Iteration 37Q (62611.610000 sec): 3 clusters
  Score: Raw -3501146.484595 + Penalty 3367.954092 = -3497778.530503
  nChanged 33
		SP:Iteration 38Q (62611.870000 sec): 3 clusters
  Score: Raw -3501149.399397 + Penalty 3367.954092 = -3497781.445305
  nChanged 30
		SP:Iteration 39Q (62612.220000 sec): 3 clusters
  Score: Raw -3501151.593791 + Penalty 3367.954092 = -3497783.639699
  nChanged 23
		SP:Iteration 40F (62612.580000 sec): 3 clusters
  Score: Raw -3501153.122230 + Penalty 3367.954092 = -3497785.168138
  nChanged 19
		SP:Iteration 41Q (62612.920000 sec): 3 clusters
  Score: Raw -3501154.355512 + Penalty 3367.954092 = -3497786.401420
  nChanged 16
		SP:Iteration 42Q (62613.220000 sec): 3 clusters
  Score: Raw -3501155.521091 + Penalty 3367.954092 = -3497787.566999
  nChanged 16
		SP:Iteration 43Q (62613.590000 sec): 3 clusters
  Score: Raw -3501156.473481 + Penalty 3367.954092 = -3497788.519389
  nChanged 14
		SP:Iteration 44Q (62613.880000 sec): 3 clusters
  Score: Raw -3501157.002994 + Penalty 3367.954092 = -3497789.048902
  nChanged 4
		SP:Iteration 45Q (62614.220000 sec): 3 clusters
  Score: Raw -3501157.147169 + Penalty 3367.954092 = -3497789.193077
  nChanged 3
		SP:Iteration 46Q (62614.550000 sec): 3 clusters
  Score: Raw -3501157.258822 + Penalty 3367.954092 = -3497789.304730
  nChanged 3
		SP:Iteration 47Q (62614.850000 sec): 3 clusters
  Score: Raw -3501157.333170 + Penalty 3367.954092 = -3497789.379078
  nChanged 0
		SP:Iteration 48F (62615.180000 sec): 3 clusters
  Score: Raw -3501157.333170 + Penalty 3367.954092 = -3497789.379078
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (40174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62615.420000 sec): 2 clusters
  Score: Raw -4753484.368334 + Penalty 1722.658486 = -4751761.709848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62615.790000 sec): 3 clusters
  Score: Raw -4728491.888848 + Penalty 3445.316972 = -4725046.571876
  nChanged 18714
		SP:Iteration 1F (62616.180000 sec): 3 clusters
  Score: Raw -4739884.101052 + Penalty 3445.316972 = -4736438.784080
  nChanged 2309
		SP:Iteration 2F (62616.530000 sec): 3 clusters
  Score: Raw -4741364.724845 + Penalty 3445.316972 = -4737919.407873
  nChanged 2596
		SP:Iteration 3F (62616.890000 sec): 3 clusters
  Score: Raw -4743096.036433 + Penalty 3445.316972 = -4739650.719461
  nChanged 2728
		SP:Iteration 4F (62617.290000 sec): 3 clusters
  Score: Raw -4744914.799055 + Penalty 3445.316972 = -4741469.482082
  nChanged 2714
		SP:Iteration 5F (62617.660000 sec): 3 clusters
  Score: Raw -4746836.189104 + Penalty 3445.316972 = -4743390.872132
  nChanged 2611
		SP:Iteration 6F (62618.040000 sec): 3 clusters
  Score: Raw -4748753.002896 + Penalty 3445.316972 = -4745307.685924
  nChanged 2319
		SP:Iteration 7F (62618.480000 sec): 3 clusters
  Score: Raw -4750300.347565 + Penalty 3445.316972 = -4746855.030593
  nChanged 1892
		SP:Iteration 8Q (62618.880000 sec): 3 clusters
  Score: Raw -4751387.795404 + Penalty 3445.316972 = -4747942.478431
  nChanged 1498
		SP:Iteration 9Q (62619.270000 sec): 3 clusters
  Score: Raw -4752103.068469 + Penalty 3445.316972 = -4748657.751496
  nChanged 1097
		SP:Iteration 10Q (62619.640000 sec): 3 clusters
  Score: Raw -4752517.189978 + Penalty 3445.316972 = -4749071.873006
  nChanged 749
		SP:Iteration 11Q (62620.040000 sec): 3 clusters
  Score: Raw -4752736.494568 + Penalty 3445.316972 = -4749291.177595
  nChanged 530
		SP:Iteration 12Q (62620.420000 sec): 3 clusters
  Score: Raw -4752882.653479 + Penalty 3445.316972 = -4749437.336507
  nChanged 455
		SP:Iteration 13Q (62620.820000 sec): 3 clusters
  Score: Raw -4753001.010018 + Penalty 3445.316972 = -4749555.693046
  nChanged 426
		SP:Iteration 14Q (62621.230000 sec): 3 clusters
  Score: Raw -4753085.153937 + Penalty 3445.316972 = -4749639.836965
  nChanged 338
		SP:Iteration 15Q (62621.640000 sec): 3 clusters
  Score: Raw -4753143.242735 + Penalty 3445.316972 = -4749697.925762
  nChanged 281
		SP:Iteration 16Q (62622.000000 sec): 3 clusters
  Score: Raw -4753196.211891 + Penalty 3445.316972 = -4749750.894919
  nChanged 270
		SP:Iteration 17Q (62622.440000 sec): 3 clusters
  Score: Raw -4753240.975189 + Penalty 3445.316972 = -4749795.658217
  nChanged 229
		SP:Iteration 18Q (62622.800000 sec): 3 clusters
  Score: Raw -4753273.814241 + Penalty 3445.316972 = -4749828.497269
  nChanged 189
		SP:Iteration 19Q (62623.170000 sec): 3 clusters
  Score: Raw -4753301.576860 + Penalty 3445.316972 = -4749856.259888
  nChanged 188
		SP:Iteration 20F (62623.590000 sec): 3 clusters
  Score: Raw -4753332.618206 + Penalty 3445.316972 = -4749887.301233
  nChanged 193
		SP:Iteration 21Q (62623.980000 sec): 3 clusters
  Score: Raw -4753365.362751 + Penalty 3445.316972 = -4749920.045779
  nChanged 197
		SP:Iteration 22Q (62624.360000 sec): 3 clusters
  Score: Raw -4753403.581322 + Penalty 3445.316972 = -4749958.264350
  nChanged 210
		SP:Iteration 23Q (62624.810000 sec): 3 clusters
  Score: Raw -4753440.701686 + Penalty 3445.316972 = -4749995.384714
  nChanged 214
		SP:Iteration 24Q (62625.130000 sec): 3 clusters
  Score: Raw -4753479.448071 + Penalty 3445.316972 = -4750034.131099
  nChanged 212
		SP:Iteration 25Q (62625.520000 sec): 3 clusters
  Score: Raw -4753520.703660 + Penalty 3445.316972 = -4750075.386687
  nChanged 223
		SP:Iteration 26Q (62625.910000 sec): 3 clusters
  Score: Raw -4753572.956627 + Penalty 3445.316972 = -4750127.639655
  nChanged 249
		SP:Iteration 27Q (62626.250000 sec): 3 clusters
  Score: Raw -4753625.975244 + Penalty 3445.316972 = -4750180.658272
  nChanged 244
		SP:Iteration 28Q (62626.630000 sec): 3 clusters
  Score: Raw -4753671.256508 + Penalty 3445.316972 = -4750225.939536
  nChanged 227
		SP:Iteration 29Q (62626.970000 sec): 3 clusters
  Score: Raw -4753718.164680 + Penalty 3445.316972 = -4750272.847708
  nChanged 223
		SP:Iteration 30Q (62627.320000 sec): 3 clusters
  Score: Raw -4753762.195477 + Penalty 3445.316972 = -4750316.878505
  nChanged 214
		SP:Iteration 31Q (62627.710000 sec): 3 clusters
  Score: Raw -4753794.383590 + Penalty 3445.316972 = -4750349.066618
  nChanged 165
		SP:Iteration 32Q (62628.090000 sec): 3 clusters
  Score: Raw -4753813.655464 + Penalty 3445.316972 = -4750368.338492
  nChanged 137
		SP:Iteration 33Q (62628.450000 sec): 3 clusters
  Score: Raw -4753829.054768 + Penalty 3445.316972 = -4750383.737796
  nChanged 138
		SP:Iteration 34Q (62628.900000 sec): 3 clusters
  Score: Raw -4753843.938604 + Penalty 3445.316972 = -4750398.621632
  nChanged 111
		SP:Iteration 35Q (62629.250000 sec): 3 clusters
  Score: Raw -4753854.204829 + Penalty 3445.316972 = -4750408.887857
  nChanged 102
		SP:Iteration 36Q (62629.620000 sec): 3 clusters
  Score: Raw -4753862.849970 + Penalty 3445.316972 = -4750417.532997
  nChanged 76
		SP:Iteration 37Q (62629.990000 sec): 3 clusters
  Score: Raw -4753869.350020 + Penalty 3445.316972 = -4750424.033048
  nChanged 79
		SP:Iteration 38Q (62630.370000 sec): 3 clusters
  Score: Raw -4753874.666417 + Penalty 3445.316972 = -4750429.349444
  nChanged 66
		SP:Iteration 39Q (62630.780000 sec): 3 clusters
  Score: Raw -4753878.816549 + Penalty 3445.316972 = -4750433.499577
  nChanged 55
		SP:Iteration 40F (62631.140000 sec): 3 clusters
  Score: Raw -4753882.387443 + Penalty 3445.316972 = -4750437.070471
  nChanged 48
		SP:Iteration 41Q (62631.540000 sec): 3 clusters
  Score: Raw -4753885.171059 + Penalty 3445.316972 = -4750439.854087
  nChanged 46
		SP:Iteration 42Q (62631.890000 sec): 3 clusters
  Score: Raw -4753887.855617 + Penalty 3445.316972 = -4750442.538645
  nChanged 50
		SP:Iteration 43Q (62632.250000 sec): 3 clusters
  Score: Raw -4753891.056752 + Penalty 3445.316972 = -4750445.739779
  nChanged 42
		SP:Iteration 44Q (62632.570000 sec): 3 clusters
  Score: Raw -4753893.257375 + Penalty 3445.316972 = -4750447.940403
  nChanged 33
		SP:Iteration 45Q (62632.950000 sec): 3 clusters
  Score: Raw -4753895.057274 + Penalty 3445.316972 = -4750449.740302
  nChanged 34
		SP:Iteration 46Q (62633.320000 sec): 3 clusters
  Score: Raw -4753896.818904 + Penalty 3445.316972 = -4750451.501931
  nChanged 38
		SP:Iteration 47Q (62633.720000 sec): 3 clusters
  Score: Raw -4753899.011918 + Penalty 3445.316972 = -4750453.694946
  nChanged 36
		SP:Iteration 48Q (62634.060000 sec): 3 clusters
  Score: Raw -4753900.574302 + Penalty 3445.316972 = -4750455.257330
  nChanged 29
		SP:Iteration 49Q (62634.500000 sec): 3 clusters
  Score: Raw -4753902.046978 + Penalty 3445.316972 = -4750456.730006
  nChanged 28
		SP:Iteration 50Q (62634.870000 sec): 3 clusters
  Score: Raw -4753903.385988 + Penalty 3445.316972 = -4750458.069016
  nChanged 26
		SP:Iteration 51Q (62635.290000 sec): 3 clusters
  Score: Raw -4753904.406602 + Penalty 3445.316972 = -4750459.089630
  nChanged 23
		SP:Iteration 52Q (62635.680000 sec): 3 clusters
  Score: Raw -4753905.303727 + Penalty 3445.316972 = -4750459.986755
  nChanged 14
		SP:Iteration 53Q (62636.030000 sec): 3 clusters
  Score: Raw -4753905.754732 + Penalty 3445.316972 = -4750460.437760
  nChanged 11
		SP:Iteration 54Q (62636.430000 sec): 3 clusters
  Score: Raw -4753906.000528 + Penalty 3445.316972 = -4750460.683556
  nChanged 7
		SP:Iteration 55Q (62636.770000 sec): 3 clusters
  Score: Raw -4753906.251491 + Penalty 3445.316972 = -4750460.934519
  nChanged 11
		SP:Iteration 56Q (62637.220000 sec): 3 clusters
  Score: Raw -4753906.604769 + Penalty 3445.316972 = -4750461.287797
  nChanged 6
		SP:Iteration 57Q (62637.590000 sec): 3 clusters
  Score: Raw -4753906.759837 + Penalty 3445.316972 = -4750461.442865
  nChanged 6
		SP:Iteration 58Q (62637.950000 sec): 3 clusters
  Score: Raw -4753906.905994 + Penalty 3445.316972 = -4750461.589022
  nChanged 3
		SP:Iteration 59Q (62638.320000 sec): 3 clusters
  Score: Raw -4753906.989369 + Penalty 3445.316972 = -4750461.672396
  nChanged 3
		SP:Iteration 60F (62638.680000 sec): 3 clusters
  Score: Raw -4753907.087677 + Penalty 3445.316972 = -4750461.770704
  nChanged 2
		SP:Iteration 61Q (62639.070000 sec): 3 clusters
  Score: Raw -4753907.118726 + Penalty 3445.316972 = -4750461.801754
  nChanged 3
		SP:Iteration 62Q (62639.440000 sec): 3 clusters
  Score: Raw -4753907.191573 + Penalty 3445.316972 = -4750461.874601
  nChanged 4
		SP:Iteration 63Q (62639.820000 sec): 3 clusters
  Score: Raw -4753907.267567 + Penalty 3445.316972 = -4750461.950594
  nChanged 3
		SP:Iteration 64Q (62640.210000 sec): 3 clusters
  Score: Raw -4753907.324875 + Penalty 3445.316972 = -4750462.007902
  nChanged 3
		SP:Iteration 65Q (62640.620000 sec): 3 clusters
  Score: Raw -4753907.407143 + Penalty 3445.316972 = -4750462.090171
  nChanged 4
		SP:Iteration 66Q (62641.040000 sec): 3 clusters
  Score: Raw -4753907.495465 + Penalty 3445.316972 = -4750462.178493
  nChanged 3
		SP:Iteration 67Q (62641.420000 sec): 3 clusters
  Score: Raw -4753907.536860 + Penalty 3445.316972 = -4750462.219888
  nChanged 0
		SP:Iteration 68F (62641.800000 sec): 3 clusters
  Score: Raw -4753907.536860 + Penalty 3445.316972 = -4750462.219888
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (4029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62641.940000 sec): 2 clusters
  Score: Raw -363702.690307 + Penalty 1348.956941 = -362353.733365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62642.160000 sec): 3 clusters
  Score: Raw -362472.132424 + Penalty 2697.913883 = -359774.218541
  nChanged 1782
		SP:Iteration 1F (62642.370000 sec): 3 clusters
  Score: Raw -372185.507598 + Penalty 2697.913883 = -369487.593715
  nChanged 730
		SP:Iteration 2F (62642.590000 sec): 3 clusters
  Score: Raw -380378.246237 + Penalty 2697.913883 = -377680.332355
  nChanged 371
		SP:Iteration 3F (62642.800000 sec): 3 clusters
  Score: Raw -384613.146508 + Penalty 2697.913883 = -381915.232626
  nChanged 211
		SP:Iteration 4F (62642.950000 sec): 3 clusters
  Score: Raw -386522.788912 + Penalty 2697.913883 = -383824.875029
  nChanged 68
		SP:Iteration 5Q (62643.110000 sec): 3 clusters
  Score: Raw -387165.710377 + Penalty 2697.913883 = -384467.796495
  nChanged 14
		SP:Iteration 6Q (62643.280000 sec): 3 clusters
  Score: Raw -387211.336910 + Penalty 2697.913883 = -384513.423027
  nChanged 4
		SP:Iteration 7Q (62643.480000 sec): 3 clusters
  Score: Raw -387217.194484 + Penalty 2697.913883 = -384519.280601
  nChanged 3
		SP:Iteration 8Q (62643.650000 sec): 3 clusters
  Score: Raw -387221.075867 + Penalty 2697.913883 = -384523.161985
  nChanged 2
		SP:Iteration 9Q (62643.840000 sec): 3 clusters
  Score: Raw -387226.591171 + Penalty 2697.913883 = -384528.677288
  nChanged 2
		SP:Iteration 10Q (62644.020000 sec): 3 clusters
  Score: Raw -387236.306616 + Penalty 2697.913883 = -384538.392733
  nChanged 2
		SP:Iteration 11Q (62644.250000 sec): 3 clusters
  Score: Raw -387239.149446 + Penalty 2697.913883 = -384541.235563
  nChanged 2
		SP:Iteration 12Q (62644.510000 sec): 3 clusters
  Score: Raw -387256.429811 + Penalty 2697.913883 = -384558.515928
  nChanged 2
		SP:Iteration 13Q (62644.690000 sec): 3 clusters
  Score: Raw -387291.580952 + Penalty 2697.913883 = -384593.667069
  nChanged 3
		SP:Iteration 14Q (62644.920000 sec): 3 clusters
  Score: Raw -387315.390628 + Penalty 2697.913883 = -384617.476746
  nChanged 1
		SP:Iteration 15Q (62645.080000 sec): 3 clusters
  Score: Raw -387316.955048 + Penalty 2697.913883 = -384619.041165
  nChanged 0
		SP:Iteration 16F (62645.260000 sec): 3 clusters
  Score: Raw -387397.028572 + Penalty 2697.913883 = -384699.114690
  nChanged 12
		SP:Iteration 17Q (62645.440000 sec): 3 clusters
  Score: Raw -387834.908115 + Penalty 2697.913883 = -385136.994233
  nChanged 19
		SP:Iteration 18Q (62645.590000 sec): 3 clusters
  Score: Raw -388655.791041 + Penalty 2697.913883 = -385957.877158
  nChanged 9
		SP:Iteration 19Q (62645.800000 sec): 3 clusters
  Score: Raw -389212.621264 + Penalty 2697.913883 = -386514.707382
  nChanged 6
		SP:Iteration 20F (62645.950000 sec): 3 clusters
  Score: Raw -389745.526479 + Penalty 2697.913883 = -387047.612596
  nChanged 9
		SP:Iteration 21Q (62646.120000 sec): 3 clusters
  Score: Raw -391103.172301 + Penalty 2697.913883 = -388405.258418
  nChanged 1
		SP:Iteration 22Q (62646.270000 sec): 3 clusters
  Score: Raw -391103.876825 + Penalty 2697.913883 = -388405.962943
  nChanged 1
		SP:Iteration 23Q (62646.420000 sec): 3 clusters
  Score: Raw -391104.284530 + Penalty 2697.913883 = -388406.370647
  nChanged 0
		SP:Iteration 24F (62646.620000 sec): 3 clusters
  Score: Raw -391104.284530 + Penalty 2697.913883 = -388406.370647
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (440865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62649.250000 sec): 2 clusters
  Score: Raw -53354304.588631 + Penalty 2111.930273 = -53352192.658359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62651.300000 sec): 3 clusters
  Score: Raw -53057987.825335 + Penalty 4223.860545 = -53053763.964790
  nChanged 216183
		SP:Iteration 1F (62653.270000 sec): 3 clusters
  Score: Raw -53188035.415018 + Penalty 4223.860545 = -53183811.554473
  nChanged 13454
		SP:Iteration 2Q (62655.360000 sec): 3 clusters
  Score: Raw -53191420.254747 + Penalty 4223.860545 = -53187196.394202
  nChanged 16274
		SP:Iteration 3Q (62657.600000 sec): 3 clusters
  Score: Raw -53196776.480303 + Penalty 4223.860545 = -53192552.619758
  nChanged 20620
		SP:Iteration 4Q (62659.710000 sec): 3 clusters
  Score: Raw -53205721.145170 + Penalty 4223.860545 = -53201497.284625
  nChanged 26790
		SP:Iteration 5F (62661.670000 sec): 3 clusters
  Score: Raw -53220910.966643 + Penalty 4223.860545 = -53216687.106098
  nChanged 32699
		SP:Iteration 6F (62663.560000 sec): 3 clusters
  Score: Raw -53243543.892449 + Penalty 4223.860545 = -53239320.031903
  nChanged 34777
		SP:Iteration 7F (62665.590000 sec): 3 clusters
  Score: Raw -53271567.940917 + Penalty 4223.860545 = -53267344.080372
  nChanged 30483
		SP:Iteration 8F (62667.620000 sec): 3 clusters
  Score: Raw -53299183.621023 + Penalty 4223.860545 = -53294959.760478
  nChanged 22266
		SP:Iteration 9F (62669.680000 sec): 3 clusters
  Score: Raw -53321537.435503 + Penalty 4223.860545 = -53317313.574958
  nChanged 14657
		SP:Iteration 10Q (62671.710000 sec): 3 clusters
  Score: Raw -53334898.074522 + Penalty 4223.860545 = -53330674.213976
  nChanged 8979
		SP:Iteration 11Q (62673.740000 sec): 3 clusters
  Score: Raw -53341217.674106 + Penalty 4223.860545 = -53336993.813561
  nChanged 6105
		SP:Iteration 12Q (62675.740000 sec): 3 clusters
  Score: Raw -53344621.324584 + Penalty 4223.860545 = -53340397.464039
  nChanged 4780
		SP:Iteration 13Q (62677.810000 sec): 3 clusters
  Score: Raw -53346829.032021 + Penalty 4223.860545 = -53342605.171476
  nChanged 3884
		SP:Iteration 14Q (62679.640000 sec): 3 clusters
  Score: Raw -53348333.715076 + Penalty 4223.860545 = -53344109.854531
  nChanged 3204
		SP:Iteration 15Q (62681.330000 sec): 3 clusters
  Score: Raw -53349422.489094 + Penalty 4223.860545 = -53345198.628548
  nChanged 2812
		SP:Iteration 16Q (62682.990000 sec): 3 clusters
  Score: Raw -53350295.586705 + Penalty 4223.860545 = -53346071.726160
  nChanged 2508
		SP:Iteration 17Q (62684.790000 sec): 3 clusters
  Score: Raw -53351013.490274 + Penalty 4223.860545 = -53346789.629729
  nChanged 2238
		SP:Iteration 18Q (62686.530000 sec): 3 clusters
  Score: Raw -53351601.995343 + Penalty 4223.860545 = -53347378.134798
  nChanged 2102
		SP:Iteration 19Q (62688.440000 sec): 3 clusters
  Score: Raw -53352132.939786 + Penalty 4223.860545 = -53347909.079241
  nChanged 1960
		SP:Iteration 20F (62690.600000 sec): 3 clusters
  Score: Raw -53352584.149545 + Penalty 4223.860545 = -53348360.289000
  nChanged 1726
		SP:Iteration 21Q (62692.310000 sec): 3 clusters
  Score: Raw -53352941.000250 + Penalty 4223.860545 = -53348717.139705
  nChanged 1571
		SP:Iteration 22Q (62694.140000 sec): 3 clusters
  Score: Raw -53353257.454698 + Penalty 4223.860545 = -53349033.594153
  nChanged 1532
		SP:Iteration 23Q (62695.950000 sec): 3 clusters
  Score: Raw -53353562.798996 + Penalty 4223.860545 = -53349338.938450
  nChanged 1435
		SP:Iteration 24Q (62698.060000 sec): 3 clusters
  Score: Raw -53353849.270823 + Penalty 4223.860545 = -53349625.410278
  nChanged 1365
		SP:Iteration 25Q (62700.080000 sec): 3 clusters
  Score: Raw -53354114.232233 + Penalty 4223.860545 = -53349890.371688
  nChanged 1290
		SP:Iteration 26Q (62701.880000 sec): 3 clusters
  Score: Raw -53354346.232258 + Penalty 4223.860545 = -53350122.371713
  nChanged 1197
		SP:Iteration 27Q (62703.460000 sec): 3 clusters
  Score: Raw -53354548.814194 + Penalty 4223.860545 = -53350324.953648
  nChanged 1102
		SP:Iteration 28Q (62705.050000 sec): 3 clusters
  Score: Raw -53354725.073146 + Penalty 4223.860545 = -53350501.212600
  nChanged 1074
		SP:Iteration 29Q (62706.680000 sec): 3 clusters
  Score: Raw -53354893.655937 + Penalty 4223.860545 = -53350669.795392
  nChanged 1021
		SP:Iteration 30Q (62708.380000 sec): 3 clusters
  Score: Raw -53355054.393812 + Penalty 4223.860545 = -53350830.533267
  nChanged 1007
		SP:Iteration 31Q (62710.090000 sec): 3 clusters
  Score: Raw -53355211.436306 + Penalty 4223.860545 = -53350987.575761
  nChanged 968
		SP:Iteration 32Q (62711.620000 sec): 3 clusters
  Score: Raw -53355358.608442 + Penalty 4223.860545 = -53351134.747897
  nChanged 921
		SP:Iteration 33Q (62713.140000 sec): 3 clusters
  Score: Raw -53355498.905217 + Penalty 4223.860545 = -53351275.044672
  nChanged 869
		SP:Iteration 34Q (62714.730000 sec): 3 clusters
  Score: Raw -53355631.472703 + Penalty 4223.860545 = -53351407.612158
  nChanged 802
		SP:Iteration 35Q (62716.360000 sec): 3 clusters
  Score: Raw -53355749.693946 + Penalty 4223.860545 = -53351525.833401
  nChanged 749
		SP:Iteration 36Q (62718.050000 sec): 3 clusters
  Score: Raw -53355859.685071 + Penalty 4223.860545 = -53351635.824526
  nChanged 732
		SP:Iteration 37Q (62719.600000 sec): 3 clusters
  Score: Raw -53355967.691395 + Penalty 4223.860545 = -53351743.830849
  nChanged 717
		SP:Iteration 38Q (62721.290000 sec): 3 clusters
  Score: Raw -53356072.146353 + Penalty 4223.860545 = -53351848.285808
  nChanged 691
		SP:Iteration 39Q (62723.010000 sec): 3 clusters
  Score: Raw -53356172.754578 + Penalty 4223.860545 = -53351948.894033
  nChanged 645
		SP:Iteration 40F (62724.990000 sec): 3 clusters
  Score: Raw -53356258.352520 + Penalty 4223.860545 = -53352034.491975
  nChanged 539
		SP:Iteration 41Q (62726.770000 sec): 3 clusters
  Score: Raw -53356322.292681 + Penalty 4223.860545 = -53352098.432136
  nChanged 489
		SP:Iteration 42Q (62728.360000 sec): 3 clusters
  Score: Raw -53356377.999765 + Penalty 4223.860545 = -53352154.139219
  nChanged 463
		SP:Iteration 43Q (62730.170000 sec): 3 clusters
  Score: Raw -53356426.353726 + Penalty 4223.860545 = -53352202.493181
  nChanged 427
		SP:Iteration 44Q (62731.790000 sec): 3 clusters
  Score: Raw -53356468.440366 + Penalty 4223.860545 = -53352244.579821
  nChanged 393
		SP:Iteration 45Q (62733.460000 sec): 3 clusters
  Score: Raw -53356505.679412 + Penalty 4223.860545 = -53352281.818867
  nChanged 339
		SP:Iteration 46Q (62735.260000 sec): 3 clusters
  Score: Raw -53356535.829834 + Penalty 4223.860545 = -53352311.969289
  nChanged 315
		SP:Iteration 47Q (62736.890000 sec): 3 clusters
  Score: Raw -53356562.887370 + Penalty 4223.860545 = -53352339.026825
  nChanged 291
		SP:Iteration 48Q (62738.590000 sec): 3 clusters
  Score: Raw -53356587.923468 + Penalty 4223.860545 = -53352364.062923
  nChanged 270
		SP:Iteration 49Q (62740.390000 sec): 3 clusters
  Score: Raw -53356610.333520 + Penalty 4223.860545 = -53352386.472975
  nChanged 257
		SP:Iteration 50Q (62742.080000 sec): 3 clusters
  Score: Raw -53356631.279744 + Penalty 4223.860545 = -53352407.419198
  nChanged 242
		SP:Iteration 51Q (62743.860000 sec): 3 clusters
  Score: Raw -53356649.577599 + Penalty 4223.860545 = -53352425.717054
  nChanged 211
		SP:Iteration 52Q (62745.930000 sec): 3 clusters
  Score: Raw -53356664.621194 + Penalty 4223.860545 = -53352440.760649
  nChanged 192
		SP:Iteration 53Q (62748.120000 sec): 3 clusters
  Score: Raw -53356676.575037 + Penalty 4223.860545 = -53352452.714492
  nChanged 175
		SP:Iteration 54Q (62750.050000 sec): 3 clusters
  Score: Raw -53356687.766890 + Penalty 4223.860545 = -53352463.906345
  nChanged 169
		SP:Iteration 55Q (62751.880000 sec): 3 clusters
  Score: Raw -53356698.145153 + Penalty 4223.860545 = -53352474.284607
  nChanged 140
		SP:Iteration 56Q (62754.000000 sec): 3 clusters
  Score: Raw -53356705.449302 + Penalty 4223.860545 = -53352481.588757
  nChanged 118
		SP:Iteration 57Q (62755.920000 sec): 3 clusters
  Score: Raw -53356710.981133 + Penalty 4223.860545 = -53352487.120587
  nChanged 102
		SP:Iteration 58Q (62757.750000 sec): 3 clusters
  Score: Raw -53356716.943433 + Penalty 4223.860545 = -53352493.082888
  nChanged 123
		SP:Iteration 59Q (62759.570000 sec): 3 clusters
  Score: Raw -53356723.762943 + Penalty 4223.860545 = -53352499.902397
  nChanged 113
		SP:Iteration 60F (62761.620000 sec): 3 clusters
  Score: Raw -53356729.932966 + Penalty 4223.860545 = -53352506.072421
  nChanged 113
		SP:Iteration 61Q (62763.440000 sec): 3 clusters
  Score: Raw -53356735.807024 + Penalty 4223.860545 = -53352511.946478
  nChanged 100
		SP:Iteration 62Q (62765.090000 sec): 3 clusters
  Score: Raw -53356740.699330 + Penalty 4223.860545 = -53352516.838784
  nChanged 90
		SP:Iteration 63Q (62766.880000 sec): 3 clusters
  Score: Raw -53356744.703287 + Penalty 4223.860545 = -53352520.842742
  nChanged 103
		SP:Iteration 64Q (62768.570000 sec): 3 clusters
  Score: Raw -53356749.708105 + Penalty 4223.860545 = -53352525.847560
  nChanged 84
		SP:Iteration 65Q (62770.190000 sec): 3 clusters
  Score: Raw -53356753.533386 + Penalty 4223.860545 = -53352529.672840
  nChanged 84
		SP:Iteration 66Q (62771.950000 sec): 3 clusters
  Score: Raw -53356758.317275 + Penalty 4223.860545 = -53352534.456729
  nChanged 104
		SP:Iteration 67Q (62773.770000 sec): 3 clusters
  Score: Raw -53356764.123338 + Penalty 4223.860545 = -53352540.262793
  nChanged 86
		SP:Iteration 68Q (62775.340000 sec): 3 clusters
  Score: Raw -53356768.877668 + Penalty 4223.860545 = -53352545.017123
  nChanged 89
		SP:Iteration 69Q (62776.910000 sec): 3 clusters
  Score: Raw -53356773.219362 + Penalty 4223.860545 = -53352549.358817
  nChanged 83
		SP:Iteration 70Q (62778.650000 sec): 3 clusters
  Score: Raw -53356777.394394 + Penalty 4223.860545 = -53352553.533849
  nChanged 79
		SP:Iteration 71Q (62780.390000 sec): 3 clusters
  Score: Raw -53356781.193821 + Penalty 4223.860545 = -53352557.333276
  nChanged 85
		SP:Iteration 72Q (62782.280000 sec): 3 clusters
  Score: Raw -53356785.395367 + Penalty 4223.860545 = -53352561.534822
  nChanged 79
		SP:Iteration 73Q (62784.130000 sec): 3 clusters
  Score: Raw -53356789.140590 + Penalty 4223.860545 = -53352565.280045
  nChanged 88
		SP:Iteration 74Q (62786.040000 sec): 3 clusters
  Score: Raw -53356793.302568 + Penalty 4223.860545 = -53352569.442023
  nChanged 86
		SP:Iteration 75Q (62787.800000 sec): 3 clusters
  Score: Raw -53356797.871563 + Penalty 4223.860545 = -53352574.011018
  nChanged 90
		SP:Iteration 76Q (62789.560000 sec): 3 clusters
  Score: Raw -53356802.317437 + Penalty 4223.860545 = -53352578.456892
  nChanged 75
		SP:Iteration 77Q (62791.390000 sec): 3 clusters
  Score: Raw -53356806.417297 + Penalty 4223.860545 = -53352582.556752
  nChanged 86
		SP:Iteration 78Q (62793.430000 sec): 3 clusters
  Score: Raw -53356811.609575 + Penalty 4223.860545 = -53352587.749030
  nChanged 97
		SP:Iteration 79Q (62795.210000 sec): 3 clusters
  Score: Raw -53356817.173094 + Penalty 4223.860545 = -53352593.312549
  nChanged 109
		SP:Iteration 80F (62797.240000 sec): 3 clusters
  Score: Raw -53356823.610240 + Penalty 4223.860545 = -53352599.749695
  nChanged 92
		SP:Iteration 81Q (62799.150000 sec): 3 clusters
  Score: Raw -53356828.589628 + Penalty 4223.860545 = -53352604.729083
  nChanged 86
		SP:Iteration 82Q (62801.120000 sec): 3 clusters
  Score: Raw -53356833.584897 + Penalty 4223.860545 = -53352609.724352
  nChanged 91
		SP:Iteration 83Q (62803.010000 sec): 3 clusters
  Score: Raw -53356839.200884 + Penalty 4223.860545 = -53352615.340338
  nChanged 75
		SP:Iteration 84Q (62804.700000 sec): 3 clusters
  Score: Raw -53356842.638372 + Penalty 4223.860545 = -53352618.777827
  nChanged 64
		SP:Iteration 85Q (62806.800000 sec): 3 clusters
  Score: Raw -53356845.237501 + Penalty 4223.860545 = -53352621.376955
  nChanged 55
		SP:Iteration 86Q (62808.470000 sec): 3 clusters
  Score: Raw -53356847.647589 + Penalty 4223.860545 = -53352623.787044
  nChanged 58
		SP:Iteration 87Q (62810.320000 sec): 3 clusters
  Score: Raw -53356850.385072 + Penalty 4223.860545 = -53352626.524527
  nChanged 64
		SP:Iteration 88Q (62812.170000 sec): 3 clusters
  Score: Raw -53356853.177838 + Penalty 4223.860545 = -53352629.317293
  nChanged 56
		SP:Iteration 89Q (62814.020000 sec): 3 clusters
  Score: Raw -53356855.267271 + Penalty 4223.860545 = -53352631.406726
  nChanged 49
		SP:Iteration 90Q (62815.690000 sec): 3 clusters
  Score: Raw -53356857.354558 + Penalty 4223.860545 = -53352633.494013
  nChanged 44
		SP:Iteration 91Q (62817.390000 sec): 3 clusters
  Score: Raw -53356858.794352 + Penalty 4223.860545 = -53352634.933807
  nChanged 38
		SP:Iteration 92Q (62819.070000 sec): 3 clusters
  Score: Raw -53356860.075473 + Penalty 4223.860545 = -53352636.214928
  nChanged 35
		SP:Iteration 93Q (62820.860000 sec): 3 clusters
  Score: Raw -53356861.327679 + Penalty 4223.860545 = -53352637.467134
  nChanged 35
		SP:Iteration 94Q (62822.510000 sec): 3 clusters
  Score: Raw -53356862.603440 + Penalty 4223.860545 = -53352638.742895
  nChanged 39
		SP:Iteration 95Q (62824.180000 sec): 3 clusters
  Score: Raw -53356863.884447 + Penalty 4223.860545 = -53352640.023902
  nChanged 36
		SP:Iteration 96Q (62825.830000 sec): 3 clusters
  Score: Raw -53356864.933262 + Penalty 4223.860545 = -53352641.072717
  nChanged 27
		SP:Iteration 97Q (62827.610000 sec): 3 clusters
  Score: Raw -53356865.713473 + Penalty 4223.860545 = -53352641.852928
  nChanged 27
		SP:Iteration 98Q (62829.400000 sec): 3 clusters
  Score: Raw -53356866.360537 + Penalty 4223.860545 = -53352642.499992
  nChanged 16
		SP:Iteration 99Q (62830.870000 sec): 3 clusters
  Score: Raw -53356866.838572 + Penalty 4223.860545 = -53352642.978027
  nChanged 15
		SP:Iteration 100F (62832.720000 sec): 3 clusters
  Score: Raw -53356867.232422 + Penalty 4223.860545 = -53352643.371877
  nChanged 11
		SP:Iteration 101Q (62834.290000 sec): 3 clusters
  Score: Raw -53356867.572802 + Penalty 4223.860545 = -53352643.712257
  nChanged 12
		SP:Iteration 102Q (62835.830000 sec): 3 clusters
  Score: Raw -53356867.912568 + Penalty 4223.860545 = -53352644.052023
  nChanged 14
		SP:Iteration 103Q (62837.550000 sec): 3 clusters
  Score: Raw -53356868.299772 + Penalty 4223.860545 = -53352644.439227
  nChanged 13
		SP:Iteration 104Q (62839.260000 sec): 3 clusters
  Score: Raw -53356868.648018 + Penalty 4223.860545 = -53352644.787473
  nChanged 13
		SP:Iteration 105Q (62840.970000 sec): 3 clusters
  Score: Raw -53356868.972477 + Penalty 4223.860545 = -53352645.111932
  nChanged 7
		SP:Iteration 106Q (62842.670000 sec): 3 clusters
  Score: Raw -53356869.164318 + Penalty 4223.860545 = -53352645.303773
  nChanged 8
		SP:Iteration 107Q (62844.380000 sec): 3 clusters
  Score: Raw -53356869.379710 + Penalty 4223.860545 = -53352645.519165
  nChanged 8
		SP:Iteration 108Q (62846.120000 sec): 3 clusters
  Score: Raw -53356869.552579 + Penalty 4223.860545 = -53352645.692034
  nChanged 8
		SP:Iteration 109Q (62847.740000 sec): 3 clusters
  Score: Raw -53356869.763254 + Penalty 4223.860545 = -53352645.902709
  nChanged 9
		SP:Iteration 110Q (62849.530000 sec): 3 clusters
  Score: Raw -53356870.079967 + Penalty 4223.860545 = -53352646.219422
  nChanged 19
		SP:Iteration 111Q (62851.180000 sec): 3 clusters
  Score: Raw -53356870.642356 + Penalty 4223.860545 = -53352646.781811
  nChanged 22
		SP:Iteration 112Q (62852.870000 sec): 3 clusters
  Score: Raw -53356871.299694 + Penalty 4223.860545 = -53352647.439149
  nChanged 21
		SP:Iteration 113Q (62854.520000 sec): 3 clusters
  Score: Raw -53356871.932608 + Penalty 4223.860545 = -53352648.072063
  nChanged 22
		SP:Iteration 114Q (62856.250000 sec): 3 clusters
  Score: Raw -53356872.802888 + Penalty 4223.860545 = -53352648.942343
  nChanged 15
		SP:Iteration 115Q (62858.050000 sec): 3 clusters
  Score: Raw -53356873.241611 + Penalty 4223.860545 = -53352649.381066
  nChanged 13
		SP:Iteration 116Q (62859.800000 sec): 3 clusters
  Score: Raw -53356873.628087 + Penalty 4223.860545 = -53352649.767542
  nChanged 11
		SP:Iteration 117Q (62862.060000 sec): 3 clusters
  Score: Raw -53356873.883719 + Penalty 4223.860545 = -53352650.023173
  nChanged 9
		SP:Iteration 118Q (62864.150000 sec): 3 clusters
  Score: Raw -53356874.160099 + Penalty 4223.860545 = -53352650.299554
  nChanged 8
		SP:Iteration 119Q (62866.240000 sec): 3 clusters
  Score: Raw -53356874.314156 + Penalty 4223.860545 = -53352650.453611
  nChanged 8
		SP:Iteration 120F (62868.140000 sec): 3 clusters
  Score: Raw -53356874.519032 + Penalty 4223.860545 = -53352650.658486
  nChanged 4
		SP:Iteration 121Q (62869.900000 sec): 3 clusters
  Score: Raw -53356874.606914 + Penalty 4223.860545 = -53352650.746369
  nChanged 2
		SP:Iteration 122Q (62871.530000 sec): 3 clusters
  Score: Raw -53356874.677927 + Penalty 4223.860545 = -53352650.817382
  nChanged 2
		SP:Iteration 123Q (62873.100000 sec): 3 clusters
  Score: Raw -53356874.715375 + Penalty 4223.860545 = -53352650.854830
  nChanged 0
		SP:Iteration 124F (62874.980000 sec): 3 clusters
  Score: Raw -53356874.715375 + Penalty 4223.860545 = -53352650.854830
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (58819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62875.570000 sec): 2 clusters
  Score: Raw -6476615.910834 + Penalty 1784.610784 = -6474831.300050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62876.020000 sec): 3 clusters
  Score: Raw -6439119.948151 + Penalty 3569.221569 = -6435550.726582
  nChanged 27974
		SP:Iteration 1F (62876.500000 sec): 3 clusters
  Score: Raw -6458051.149916 + Penalty 3569.221569 = -6454481.928348
  nChanged 4934
		SP:Iteration 2F (62876.950000 sec): 3 clusters
  Score: Raw -6462963.403506 + Penalty 3569.221569 = -6459394.181937
  nChanged 5596
		SP:Iteration 3F (62877.420000 sec): 3 clusters
  Score: Raw -6468535.580462 + Penalty 3569.221569 = -6464966.358894
  nChanged 5464
		SP:Iteration 4F (62877.860000 sec): 3 clusters
  Score: Raw -6473404.619449 + Penalty 3569.221569 = -6469835.397880
  nChanged 4406
		SP:Iteration 5F (62878.290000 sec): 3 clusters
  Score: Raw -6476831.177799 + Penalty 3569.221569 = -6473261.956230
  nChanged 3083
		SP:Iteration 6F (62878.750000 sec): 3 clusters
  Score: Raw -6478881.839949 + Penalty 3569.221569 = -6475312.618381
  nChanged 2252
		SP:Iteration 7Q (62879.210000 sec): 3 clusters
  Score: Raw -6480271.189751 + Penalty 3569.221569 = -6476701.968183
  nChanged 1787
		SP:Iteration 8Q (62879.630000 sec): 3 clusters
  Score: Raw -6481303.455995 + Penalty 3569.221569 = -6477734.234427
  nChanged 1452
		SP:Iteration 9Q (62880.070000 sec): 3 clusters
  Score: Raw -6482142.063251 + Penalty 3569.221569 = -6478572.841683
  nChanged 1218
		SP:Iteration 10Q (62880.540000 sec): 3 clusters
  Score: Raw -6482763.477826 + Penalty 3569.221569 = -6479194.256257
  nChanged 982
		SP:Iteration 11Q (62880.960000 sec): 3 clusters
  Score: Raw -6483216.001491 + Penalty 3569.221569 = -6479646.779922
  nChanged 833
		SP:Iteration 12Q (62881.520000 sec): 3 clusters
  Score: Raw -6483533.164071 + Penalty 3569.221569 = -6479963.942502
  nChanged 671
		SP:Iteration 13Q (62881.950000 sec): 3 clusters
  Score: Raw -6483745.493660 + Penalty 3569.221569 = -6480176.272092
  nChanged 590
		SP:Iteration 14Q (62882.430000 sec): 3 clusters
  Score: Raw -6483906.234157 + Penalty 3569.221569 = -6480337.012588
  nChanged 472
		SP:Iteration 15Q (62882.870000 sec): 3 clusters
  Score: Raw -6484021.149606 + Penalty 3569.221569 = -6480451.928037
  nChanged 402
		SP:Iteration 16Q (62883.300000 sec): 3 clusters
  Score: Raw -6484106.195957 + Penalty 3569.221569 = -6480536.974388
  nChanged 350
		SP:Iteration 17Q (62883.780000 sec): 3 clusters
  Score: Raw -6484170.660892 + Penalty 3569.221569 = -6480601.439324
  nChanged 300
		SP:Iteration 18Q (62884.210000 sec): 3 clusters
  Score: Raw -6484222.882650 + Penalty 3569.221569 = -6480653.661081
  nChanged 252
		SP:Iteration 19Q (62884.690000 sec): 3 clusters
  Score: Raw -6484262.700800 + Penalty 3569.221569 = -6480693.479231
  nChanged 202
		SP:Iteration 20F (62885.190000 sec): 3 clusters
  Score: Raw -6484303.565871 + Penalty 3569.221569 = -6480734.344302
  nChanged 193
		SP:Iteration 21Q (62885.590000 sec): 3 clusters
  Score: Raw -6484332.055614 + Penalty 3569.221569 = -6480762.834046
  nChanged 186
		SP:Iteration 22Q (62885.990000 sec): 3 clusters
  Score: Raw -6484353.063717 + Penalty 3569.221569 = -6480783.842148
  nChanged 164
		SP:Iteration 23Q (62886.480000 sec): 3 clusters
  Score: Raw -6484369.409044 + Penalty 3569.221569 = -6480800.187475
  nChanged 144
		SP:Iteration 24Q (62886.870000 sec): 3 clusters
  Score: Raw -6484383.984652 + Penalty 3569.221569 = -6480814.763084
  nChanged 129
		SP:Iteration 25Q (62887.350000 sec): 3 clusters
  Score: Raw -6484396.053844 + Penalty 3569.221569 = -6480826.832276
  nChanged 111
		SP:Iteration 26Q (62887.800000 sec): 3 clusters
  Score: Raw -6484406.860936 + Penalty 3569.221569 = -6480837.639367
  nChanged 112
		SP:Iteration 27Q (62888.230000 sec): 3 clusters
  Score: Raw -6484417.005865 + Penalty 3569.221569 = -6480847.784296
  nChanged 94
		SP:Iteration 28Q (62888.600000 sec): 3 clusters
  Score: Raw -6484423.964636 + Penalty 3569.221569 = -6480854.743068
  nChanged 82
		SP:Iteration 29Q (62889.000000 sec): 3 clusters
  Score: Raw -6484429.751159 + Penalty 3569.221569 = -6480860.529591
  nChanged 74
		SP:Iteration 30Q (62889.400000 sec): 3 clusters
  Score: Raw -6484435.164809 + Penalty 3569.221569 = -6480865.943240
  nChanged 68
		SP:Iteration 31Q (62889.830000 sec): 3 clusters
  Score: Raw -6484439.992194 + Penalty 3569.221569 = -6480870.770626
  nChanged 57
		SP:Iteration 32Q (62890.260000 sec): 3 clusters
  Score: Raw -6484443.265994 + Penalty 3569.221569 = -6480874.044426
  nChanged 52
		SP:Iteration 33Q (62890.730000 sec): 3 clusters
  Score: Raw -6484446.122295 + Penalty 3569.221569 = -6480876.900726
  nChanged 58
		SP:Iteration 34Q (62891.140000 sec): 3 clusters
  Score: Raw -6484450.361288 + Penalty 3569.221569 = -6480881.139719
  nChanged 57
		SP:Iteration 35Q (62891.580000 sec): 3 clusters
  Score: Raw -6484453.801872 + Penalty 3569.221569 = -6480884.580303
  nChanged 49
		SP:Iteration 36Q (62892.020000 sec): 3 clusters
  Score: Raw -6484456.565367 + Penalty 3569.221569 = -6480887.343798
  nChanged 34
		SP:Iteration 37Q (62892.490000 sec): 3 clusters
  Score: Raw -6484458.672296 + Penalty 3569.221569 = -6480889.450728
  nChanged 37
		SP:Iteration 38Q (62892.860000 sec): 3 clusters
  Score: Raw -6484460.793794 + Penalty 3569.221569 = -6480891.572226
  nChanged 36
		SP:Iteration 39Q (62893.290000 sec): 3 clusters
  Score: Raw -6484463.309412 + Penalty 3569.221569 = -6480894.087843
  nChanged 33
		SP:Iteration 40F (62893.700000 sec): 3 clusters
  Score: Raw -6484465.576904 + Penalty 3569.221569 = -6480896.355335
  nChanged 30
		SP:Iteration 41Q (62894.110000 sec): 3 clusters
  Score: Raw -6484467.147267 + Penalty 3569.221569 = -6480897.925699
  nChanged 20
		SP:Iteration 42Q (62894.540000 sec): 3 clusters
  Score: Raw -6484468.249331 + Penalty 3569.221569 = -6480899.027763
  nChanged 26
		SP:Iteration 43Q (62894.940000 sec): 3 clusters
  Score: Raw -6484469.781538 + Penalty 3569.221569 = -6480900.559969
  nChanged 28
		SP:Iteration 44Q (62895.400000 sec): 3 clusters
  Score: Raw -6484471.910592 + Penalty 3569.221569 = -6480902.689024
  nChanged 32
		SP:Iteration 45Q (62895.820000 sec): 3 clusters
  Score: Raw -6484473.449700 + Penalty 3569.221569 = -6480904.228131
  nChanged 26
		SP:Iteration 46Q (62896.240000 sec): 3 clusters
  Score: Raw -6484474.823458 + Penalty 3569.221569 = -6480905.601890
  nChanged 28
		SP:Iteration 47Q (62896.700000 sec): 3 clusters
  Score: Raw -6484476.514297 + Penalty 3569.221569 = -6480907.292728
  nChanged 27
		SP:Iteration 48Q (62897.100000 sec): 3 clusters
  Score: Raw -6484478.269347 + Penalty 3569.221569 = -6480909.047778
  nChanged 25
		SP:Iteration 49Q (62897.580000 sec): 3 clusters
  Score: Raw -6484480.146946 + Penalty 3569.221569 = -6480910.925378
  nChanged 34
		SP:Iteration 50Q (62898.040000 sec): 3 clusters
  Score: Raw -6484482.547087 + Penalty 3569.221569 = -6480913.325519
  nChanged 34
		SP:Iteration 51Q (62898.470000 sec): 3 clusters
  Score: Raw -6484484.231218 + Penalty 3569.221569 = -6480915.009650
  nChanged 30
		SP:Iteration 52Q (62899.020000 sec): 3 clusters
  Score: Raw -6484485.928180 + Penalty 3569.221569 = -6480916.706611
  nChanged 30
		SP:Iteration 53Q (62899.510000 sec): 3 clusters
  Score: Raw -6484487.812322 + Penalty 3569.221569 = -6480918.590754
  nChanged 30
		SP:Iteration 54Q (62899.980000 sec): 3 clusters
  Score: Raw -6484489.448469 + Penalty 3569.221569 = -6480920.226901
  nChanged 32
		SP:Iteration 55Q (62900.390000 sec): 3 clusters
  Score: Raw -6484491.787084 + Penalty 3569.221569 = -6480922.565516
  nChanged 27
		SP:Iteration 56Q (62900.880000 sec): 3 clusters
  Score: Raw -6484493.190873 + Penalty 3569.221569 = -6480923.969305
  nChanged 26
		SP:Iteration 57Q (62901.350000 sec): 3 clusters
  Score: Raw -6484494.039027 + Penalty 3569.221569 = -6480924.817459
  nChanged 20
		SP:Iteration 58Q (62901.790000 sec): 3 clusters
  Score: Raw -6484495.005988 + Penalty 3569.221569 = -6480925.784419
  nChanged 21
		SP:Iteration 59Q (62902.200000 sec): 3 clusters
  Score: Raw -6484495.871571 + Penalty 3569.221569 = -6480926.650003
  nChanged 10
		SP:Iteration 60F (62902.660000 sec): 3 clusters
  Score: Raw -6484496.181566 + Penalty 3569.221569 = -6480926.959997
  nChanged 10
		SP:Iteration 61Q (62903.110000 sec): 3 clusters
  Score: Raw -6484496.726139 + Penalty 3569.221569 = -6480927.504571
  nChanged 17
		SP:Iteration 62Q (62903.560000 sec): 3 clusters
  Score: Raw -6484497.293819 + Penalty 3569.221569 = -6480928.072251
  nChanged 9
		SP:Iteration 63Q (62904.020000 sec): 3 clusters
  Score: Raw -6484497.562523 + Penalty 3569.221569 = -6480928.340955
  nChanged 5
		SP:Iteration 64Q (62904.470000 sec): 3 clusters
  Score: Raw -6484497.744134 + Penalty 3569.221569 = -6480928.522565
  nChanged 5
		SP:Iteration 65Q (62904.880000 sec): 3 clusters
  Score: Raw -6484497.839641 + Penalty 3569.221569 = -6480928.618073
  nChanged 3
		SP:Iteration 66Q (62905.310000 sec): 3 clusters
  Score: Raw -6484497.923805 + Penalty 3569.221569 = -6480928.702236
  nChanged 1
		SP:Iteration 67Q (62905.740000 sec): 3 clusters
  Score: Raw -6484497.936516 + Penalty 3569.221569 = -6480928.714947
  nChanged 0
		SP:Iteration 68F (62906.180000 sec): 3 clusters
  Score: Raw -6484497.936516 + Penalty 3569.221569 = -6480928.714947
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (280783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62907.410000 sec): 2 clusters
  Score: Raw -34126816.048079 + Penalty 2038.617329 = -34124777.430750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62908.790000 sec): 3 clusters
  Score: Raw -33939100.492217 + Penalty 4077.234658 = -33935023.257559
  nChanged 136854
		SP:Iteration 1F (62910.210000 sec): 3 clusters
  Score: Raw -34022331.335622 + Penalty 4077.234658 = -34018254.100964
  nChanged 11554
		SP:Iteration 2Q (62911.560000 sec): 3 clusters
  Score: Raw -34026666.863321 + Penalty 4077.234658 = -34022589.628663
  nChanged 15356
		SP:Iteration 3F (62912.920000 sec): 3 clusters
  Score: Raw -34034918.951122 + Penalty 4077.234658 = -34030841.716464
  nChanged 20575
		SP:Iteration 4F (62914.210000 sec): 3 clusters
  Score: Raw -34050440.767442 + Penalty 4077.234658 = -34046363.532784
  nChanged 24631
		SP:Iteration 5F (62915.550000 sec): 3 clusters
  Score: Raw -34075719.009735 + Penalty 4077.234658 = -34071641.775077
  nChanged 23474
		SP:Iteration 6F (62916.830000 sec): 3 clusters
  Score: Raw -34105504.445026 + Penalty 4077.234658 = -34101427.210368
  nChanged 16134
		SP:Iteration 7F (62918.240000 sec): 3 clusters
  Score: Raw -34126280.026546 + Penalty 4077.234658 = -34122202.791889
  nChanged 10248
		SP:Iteration 8Q (62919.600000 sec): 3 clusters
  Score: Raw -34134602.624183 + Penalty 4077.234658 = -34130525.389526
  nChanged 5587
		SP:Iteration 9Q (62920.860000 sec): 3 clusters
  Score: Raw -34137059.001371 + Penalty 4077.234658 = -34132981.766713
  nChanged 3047
		SP:Iteration 10Q (62922.110000 sec): 3 clusters
  Score: Raw -34137967.177128 + Penalty 4077.234658 = -34133889.942471
  nChanged 1914
		SP:Iteration 11Q (62923.380000 sec): 3 clusters
  Score: Raw -34138392.251732 + Penalty 4077.234658 = -34134315.017075
  nChanged 1384
		SP:Iteration 12Q (62924.670000 sec): 3 clusters
  Score: Raw -34138666.978800 + Penalty 4077.234658 = -34134589.744142
  nChanged 1271
		SP:Iteration 13Q (62926.130000 sec): 3 clusters
  Score: Raw -34138903.983821 + Penalty 4077.234658 = -34134826.749163
  nChanged 1138
		SP:Iteration 14Q (62927.570000 sec): 3 clusters
  Score: Raw -34139094.161246 + Penalty 4077.234658 = -34135016.926589
  nChanged 1076
		SP:Iteration 15Q (62929.030000 sec): 3 clusters
  Score: Raw -34139259.964978 + Penalty 4077.234658 = -34135182.730320
  nChanged 1044
		SP:Iteration 16Q (62930.360000 sec): 3 clusters
  Score: Raw -34139416.838085 + Penalty 4077.234658 = -34135339.603427
  nChanged 996
		SP:Iteration 17Q (62931.690000 sec): 3 clusters
  Score: Raw -34139556.744958 + Penalty 4077.234658 = -34135479.510300
  nChanged 934
		SP:Iteration 18Q (62932.970000 sec): 3 clusters
  Score: Raw -34139680.896095 + Penalty 4077.234658 = -34135603.661437
  nChanged 888
		SP:Iteration 19Q (62934.210000 sec): 3 clusters
  Score: Raw -34139792.783186 + Penalty 4077.234658 = -34135715.548528
  nChanged 825
		SP:Iteration 20F (62935.590000 sec): 3 clusters
  Score: Raw -34139889.463813 + Penalty 4077.234658 = -34135812.229156
  nChanged 770
		SP:Iteration 21Q (62936.830000 sec): 3 clusters
  Score: Raw -34139975.421736 + Penalty 4077.234658 = -34135898.187078
  nChanged 726
		SP:Iteration 22Q (62938.130000 sec): 3 clusters
  Score: Raw -34140054.344038 + Penalty 4077.234658 = -34135977.109380
  nChanged 691
		SP:Iteration 23Q (62939.300000 sec): 3 clusters
  Score: Raw -34140126.169126 + Penalty 4077.234658 = -34136048.934468
  nChanged 619
		SP:Iteration 24Q (62940.410000 sec): 3 clusters
  Score: Raw -34140187.686866 + Penalty 4077.234658 = -34136110.452208
  nChanged 579
		SP:Iteration 25Q (62941.640000 sec): 3 clusters
  Score: Raw -34140241.015984 + Penalty 4077.234658 = -34136163.781326
  nChanged 533
		SP:Iteration 26Q (62942.900000 sec): 3 clusters
  Score: Raw -34140288.461667 + Penalty 4077.234658 = -34136211.227009
  nChanged 509
		SP:Iteration 27Q (62944.110000 sec): 3 clusters
  Score: Raw -34140330.986275 + Penalty 4077.234658 = -34136253.751617
  nChanged 465
		SP:Iteration 28Q (62945.340000 sec): 3 clusters
  Score: Raw -34140366.619772 + Penalty 4077.234658 = -34136289.385115
  nChanged 430
		SP:Iteration 29Q (62946.600000 sec): 3 clusters
  Score: Raw -34140397.662074 + Penalty 4077.234658 = -34136320.427416
  nChanged 400
		SP:Iteration 30Q (62947.790000 sec): 3 clusters
  Score: Raw -34140425.628377 + Penalty 4077.234658 = -34136348.393720
  nChanged 364
		SP:Iteration 31Q (62949.020000 sec): 3 clusters
  Score: Raw -34140449.076120 + Penalty 4077.234658 = -34136371.841462
  nChanged 325
		SP:Iteration 32Q (62950.160000 sec): 3 clusters
  Score: Raw -34140468.529512 + Penalty 4077.234658 = -34136391.294854
  nChanged 288
		SP:Iteration 33Q (62951.420000 sec): 3 clusters
  Score: Raw -34140485.019228 + Penalty 4077.234658 = -34136407.784570
  nChanged 275
		SP:Iteration 34Q (62952.640000 sec): 3 clusters
  Score: Raw -34140499.907206 + Penalty 4077.234658 = -34136422.672548
  nChanged 247
		SP:Iteration 35Q (62953.870000 sec): 3 clusters
  Score: Raw -34140511.947495 + Penalty 4077.234658 = -34136434.712837
  nChanged 216
		SP:Iteration 36Q (62955.130000 sec): 3 clusters
  Score: Raw -34140521.473079 + Penalty 4077.234658 = -34136444.238421
  nChanged 195
		SP:Iteration 37Q (62956.370000 sec): 3 clusters
  Score: Raw -34140529.868340 + Penalty 4077.234658 = -34136452.633682
  nChanged 164
		SP:Iteration 38Q (62957.660000 sec): 3 clusters
  Score: Raw -34140536.177984 + Penalty 4077.234658 = -34136458.943326
  nChanged 138
		SP:Iteration 39Q (62959.040000 sec): 3 clusters
  Score: Raw -34140541.521684 + Penalty 4077.234658 = -34136464.287027
  nChanged 134
		SP:Iteration 40F (62960.560000 sec): 3 clusters
  Score: Raw -34140546.966657 + Penalty 4077.234658 = -34136469.732000
  nChanged 129
		SP:Iteration 41Q (62961.800000 sec): 3 clusters
  Score: Raw -34140551.625703 + Penalty 4077.234658 = -34136474.391046
  nChanged 113
		SP:Iteration 42Q (62963.120000 sec): 3 clusters
  Score: Raw -34140554.932049 + Penalty 4077.234658 = -34136477.697391
  nChanged 100
		SP:Iteration 43Q (62964.380000 sec): 3 clusters
  Score: Raw -34140557.444974 + Penalty 4077.234658 = -34136480.210317
  nChanged 82
		SP:Iteration 44Q (62965.730000 sec): 3 clusters
  Score: Raw -34140559.729058 + Penalty 4077.234658 = -34136482.494400
  nChanged 82
		SP:Iteration 45Q (62967.000000 sec): 3 clusters
  Score: Raw -34140561.726087 + Penalty 4077.234658 = -34136484.491429
  nChanged 72
		SP:Iteration 46Q (62968.320000 sec): 3 clusters
  Score: Raw -34140563.645203 + Penalty 4077.234658 = -34136486.410546
  nChanged 72
		SP:Iteration 47Q (62969.650000 sec): 3 clusters
  Score: Raw -34140565.897564 + Penalty 4077.234658 = -34136488.662907
  nChanged 83
		SP:Iteration 48Q (62970.920000 sec): 3 clusters
  Score: Raw -34140568.436366 + Penalty 4077.234658 = -34136491.201709
  nChanged 89
		SP:Iteration 49Q (62972.200000 sec): 3 clusters
  Score: Raw -34140570.778714 + Penalty 4077.234658 = -34136493.544057
  nChanged 76
		SP:Iteration 50Q (62973.460000 sec): 3 clusters
  Score: Raw -34140572.673407 + Penalty 4077.234658 = -34136495.438750
  nChanged 74
		SP:Iteration 51Q (62974.710000 sec): 3 clusters
  Score: Raw -34140574.681806 + Penalty 4077.234658 = -34136497.447148
  nChanged 74
		SP:Iteration 52Q (62975.900000 sec): 3 clusters
  Score: Raw -34140576.862945 + Penalty 4077.234658 = -34136499.628287
  nChanged 88
		SP:Iteration 53Q (62977.060000 sec): 3 clusters
  Score: Raw -34140579.466363 + Penalty 4077.234658 = -34136502.231706
  nChanged 76
		SP:Iteration 54Q (62978.470000 sec): 3 clusters
  Score: Raw -34140581.581314 + Penalty 4077.234658 = -34136504.346657
  nChanged 55
		SP:Iteration 55Q (62979.760000 sec): 3 clusters
  Score: Raw -34140583.143740 + Penalty 4077.234658 = -34136505.909082
  nChanged 52
		SP:Iteration 56Q (62981.090000 sec): 3 clusters
  Score: Raw -34140584.444986 + Penalty 4077.234658 = -34136507.210328
  nChanged 53
		SP:Iteration 57Q (62982.520000 sec): 3 clusters
  Score: Raw -34140585.807995 + Penalty 4077.234658 = -34136508.573337
  nChanged 44
		SP:Iteration 58Q (62983.870000 sec): 3 clusters
  Score: Raw -34140586.880971 + Penalty 4077.234658 = -34136509.646313
  nChanged 44
		SP:Iteration 59Q (62985.470000 sec): 3 clusters
  Score: Raw -34140587.994203 + Penalty 4077.234658 = -34136510.759545
  nChanged 43
		SP:Iteration 60F (62986.920000 sec): 3 clusters
  Score: Raw -34140588.931976 + Penalty 4077.234658 = -34136511.697318
  nChanged 38
		SP:Iteration 61Q (62988.290000 sec): 3 clusters
  Score: Raw -34140589.801438 + Penalty 4077.234658 = -34136512.566781
  nChanged 35
		SP:Iteration 62Q (62989.690000 sec): 3 clusters
  Score: Raw -34140590.656585 + Penalty 4077.234658 = -34136513.421928
  nChanged 38
		SP:Iteration 63Q (62991.030000 sec): 3 clusters
  Score: Raw -34140591.587881 + Penalty 4077.234658 = -34136514.353224
  nChanged 40
		SP:Iteration 64Q (62992.430000 sec): 3 clusters
  Score: Raw -34140592.353684 + Penalty 4077.234658 = -34136515.119026
  nChanged 28
		SP:Iteration 65Q (62993.670000 sec): 3 clusters
  Score: Raw -34140592.834595 + Penalty 4077.234658 = -34136515.599937
  nChanged 25
		SP:Iteration 66Q (62994.970000 sec): 3 clusters
  Score: Raw -34140593.216954 + Penalty 4077.234658 = -34136515.982296
  nChanged 25
		SP:Iteration 67Q (62996.190000 sec): 3 clusters
  Score: Raw -34140593.602273 + Penalty 4077.234658 = -34136516.367615
  nChanged 20
		SP:Iteration 68Q (62997.510000 sec): 3 clusters
  Score: Raw -34140593.844281 + Penalty 4077.234658 = -34136516.609623
  nChanged 8
		SP:Iteration 69Q (62998.630000 sec): 3 clusters
  Score: Raw -34140593.965230 + Penalty 4077.234658 = -34136516.730572
  nChanged 12
		SP:Iteration 70Q (62999.740000 sec): 3 clusters
  Score: Raw -34140594.112861 + Penalty 4077.234658 = -34136516.878203
  nChanged 12
		SP:Iteration 71Q (63000.960000 sec): 3 clusters
  Score: Raw -34140594.299850 + Penalty 4077.234658 = -34136517.065193
  nChanged 13
		SP:Iteration 72Q (63002.140000 sec): 3 clusters
  Score: Raw -34140594.514220 + Penalty 4077.234658 = -34136517.279562
  nChanged 9
		SP:Iteration 73Q (63003.320000 sec): 3 clusters
  Score: Raw -34140594.641868 + Penalty 4077.234658 = -34136517.407210
  nChanged 8
		SP:Iteration 74Q (63004.410000 sec): 3 clusters
  Score: Raw -34140594.745350 + Penalty 4077.234658 = -34136517.510693
  nChanged 10
		SP:Iteration 75Q (63005.570000 sec): 3 clusters
  Score: Raw -34140594.899927 + Penalty 4077.234658 = -34136517.665270
  nChanged 12
		SP:Iteration 76Q (63006.810000 sec): 3 clusters
  Score: Raw -34140595.056413 + Penalty 4077.234658 = -34136517.821756
  nChanged 9
		SP:Iteration 77Q (63008.000000 sec): 3 clusters
  Score: Raw -34140595.208463 + Penalty 4077.234658 = -34136517.973805
  nChanged 6
		SP:Iteration 78Q (63009.240000 sec): 3 clusters
  Score: Raw -34140595.319999 + Penalty 4077.234658 = -34136518.085341
  nChanged 9
		SP:Iteration 79Q (63010.460000 sec): 3 clusters
  Score: Raw -34140595.499816 + Penalty 4077.234658 = -34136518.265159
  nChanged 4
		SP:Iteration 80F (63011.720000 sec): 3 clusters
  Score: Raw -34140595.562955 + Penalty 4077.234658 = -34136518.328297
  nChanged 8
		SP:Iteration 81Q (63013.030000 sec): 3 clusters
  Score: Raw -34140595.634167 + Penalty 4077.234658 = -34136518.399509
  nChanged 4
		SP:Iteration 82Q (63014.330000 sec): 3 clusters
  Score: Raw -34140595.700071 + Penalty 4077.234658 = -34136518.465413
  nChanged 2
		SP:Iteration 83Q (63015.640000 sec): 3 clusters
  Score: Raw -34140595.715880 + Penalty 4077.234658 = -34136518.481223
  nChanged 1
		SP:Iteration 84Q (63016.900000 sec): 3 clusters
  Score: Raw -34140595.738272 + Penalty 4077.234658 = -34136518.503614
  nChanged 1
		SP:Iteration 85Q (63018.220000 sec): 3 clusters
  Score: Raw -34140595.750981 + Penalty 4077.234658 = -34136518.516323
  nChanged 2
		SP:Iteration 86Q (63019.480000 sec): 3 clusters
  Score: Raw -34140595.777263 + Penalty 4077.234658 = -34136518.542606
  nChanged 2
		SP:Iteration 87Q (63020.730000 sec): 3 clusters
  Score: Raw -34140595.810648 + Penalty 4077.234658 = -34136518.575990
  nChanged 7
		SP:Iteration 88Q (63022.060000 sec): 3 clusters
  Score: Raw -34140595.931401 + Penalty 4077.234658 = -34136518.696743
  nChanged 10
		SP:Iteration 89Q (63023.340000 sec): 3 clusters
  Score: Raw -34140596.055325 + Penalty 4077.234658 = -34136518.820667
  nChanged 9
		SP:Iteration 90Q (63024.720000 sec): 3 clusters
  Score: Raw -34140596.177128 + Penalty 4077.234658 = -34136518.942470
  nChanged 8
		SP:Iteration 91Q (63026.060000 sec): 3 clusters
  Score: Raw -34140596.285332 + Penalty 4077.234658 = -34136519.050675
  nChanged 7
		SP:Iteration 92Q (63027.350000 sec): 3 clusters
  Score: Raw -34140596.382504 + Penalty 4077.234658 = -34136519.147846
  nChanged 8
		SP:Iteration 93Q (63028.510000 sec): 3 clusters
  Score: Raw -34140596.478482 + Penalty 4077.234658 = -34136519.243825
  nChanged 5
		SP:Iteration 94Q (63029.780000 sec): 3 clusters
  Score: Raw -34140596.552372 + Penalty 4077.234658 = -34136519.317714
  nChanged 4
		SP:Iteration 95Q (63031.090000 sec): 3 clusters
  Score: Raw -34140596.588376 + Penalty 4077.234658 = -34136519.353719
  nChanged 4
		SP:Iteration 96Q (63032.320000 sec): 3 clusters
  Score: Raw -34140596.642422 + Penalty 4077.234658 = -34136519.407764
  nChanged 8
		SP:Iteration 97Q (63033.600000 sec): 3 clusters
  Score: Raw -34140596.741653 + Penalty 4077.234658 = -34136519.506995
  nChanged 5
		SP:Iteration 98Q (63034.980000 sec): 3 clusters
  Score: Raw -34140596.798267 + Penalty 4077.234658 = -34136519.563609
  nChanged 7
		SP:Iteration 99Q (63036.200000 sec): 3 clusters
  Score: Raw -34140596.864144 + Penalty 4077.234658 = -34136519.629486
  nChanged 3
		SP:Iteration 100F (63037.710000 sec): 3 clusters
  Score: Raw -34140596.887810 + Penalty 4077.234658 = -34136519.653153
  nChanged 3
		SP:Iteration 101Q (63038.960000 sec): 3 clusters
  Score: Raw -34140596.921402 + Penalty 4077.234658 = -34136519.686744
  nChanged 3
		SP:Iteration 102Q (63040.270000 sec): 3 clusters
  Score: Raw -34140596.958558 + Penalty 4077.234658 = -34136519.723900
  nChanged 1
		SP:Iteration 103Q (63041.450000 sec): 3 clusters
  Score: Raw -34140596.971425 + Penalty 4077.234658 = -34136519.736767
  nChanged 0
		SP:Iteration 104F (63042.790000 sec): 3 clusters
  Score: Raw -34140596.971425 + Penalty 4077.234658 = -34136519.736767
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (56164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63043.240000 sec): 2 clusters
  Score: Raw -6574071.758103 + Penalty 1777.105080 = -6572294.653023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63043.720000 sec): 3 clusters
  Score: Raw -6538455.666253 + Penalty 3554.210160 = -6534901.456093
  nChanged 26300
		SP:Iteration 1F (63044.170000 sec): 3 clusters
  Score: Raw -6554079.012540 + Penalty 3554.210160 = -6550524.802380
  nChanged 3186
		SP:Iteration 2F (63044.590000 sec): 3 clusters
  Score: Raw -6555616.240851 + Penalty 3554.210160 = -6552062.030691
  nChanged 3491
		SP:Iteration 3F (63044.980000 sec): 3 clusters
  Score: Raw -6557610.744625 + Penalty 3554.210160 = -6554056.534465
  nChanged 3746
		SP:Iteration 4F (63045.420000 sec): 3 clusters
  Score: Raw -6559909.696657 + Penalty 3554.210160 = -6556355.486497
  nChanged 3785
		SP:Iteration 5F (63045.830000 sec): 3 clusters
  Score: Raw -6562348.587104 + Penalty 3554.210160 = -6558794.376944
  nChanged 3638
		SP:Iteration 6F (63046.250000 sec): 3 clusters
  Score: Raw -6564690.810220 + Penalty 3554.210160 = -6561136.600060
  nChanged 3212
		SP:Iteration 7F (63046.680000 sec): 3 clusters
  Score: Raw -6566506.151643 + Penalty 3554.210160 = -6562951.941483
  nChanged 2611
		SP:Iteration 8Q (63047.180000 sec): 3 clusters
  Score: Raw -6567817.098276 + Penalty 3554.210160 = -6564262.888116
  nChanged 2143
		SP:Iteration 9Q (63047.650000 sec): 3 clusters
  Score: Raw -6568783.665144 + Penalty 3554.210160 = -6565229.454984
  nChanged 1755
		SP:Iteration 10Q (63048.100000 sec): 3 clusters
  Score: Raw -6569540.310174 + Penalty 3554.210160 = -6565986.100015
  nChanged 1496
		SP:Iteration 11Q (63048.600000 sec): 3 clusters
  Score: Raw -6570155.114268 + Penalty 3554.210160 = -6566600.904108
  nChanged 1296
		SP:Iteration 12Q (63049.060000 sec): 3 clusters
  Score: Raw -6570669.751193 + Penalty 3554.210160 = -6567115.541033
  nChanged 1158
		SP:Iteration 13Q (63049.540000 sec): 3 clusters
  Score: Raw -6571106.676548 + Penalty 3554.210160 = -6567552.466388
  nChanged 1048
		SP:Iteration 14Q (63050.080000 sec): 3 clusters
  Score: Raw -6571495.107814 + Penalty 3554.210160 = -6567940.897654
  nChanged 945
		SP:Iteration 15Q (63050.540000 sec): 3 clusters
  Score: Raw -6571853.972123 + Penalty 3554.210160 = -6568299.761963
  nChanged 880
		SP:Iteration 16Q (63051.000000 sec): 3 clusters
  Score: Raw -6572201.389552 + Penalty 3554.210160 = -6568647.179392
  nChanged 883
		SP:Iteration 17Q (63051.550000 sec): 3 clusters
  Score: Raw -6572536.847654 + Penalty 3554.210160 = -6568982.637494
  nChanged 821
		SP:Iteration 18Q (63051.950000 sec): 3 clusters
  Score: Raw -6572845.416099 + Penalty 3554.210160 = -6569291.205939
  nChanged 803
		SP:Iteration 19Q (63052.430000 sec): 3 clusters
  Score: Raw -6573132.862179 + Penalty 3554.210160 = -6569578.652019
  nChanged 699
		SP:Iteration 20F (63052.940000 sec): 3 clusters
  Score: Raw -6573375.224882 + Penalty 3554.210160 = -6569821.014722
  nChanged 686
		SP:Iteration 21Q (63053.400000 sec): 3 clusters
  Score: Raw -6573585.562414 + Penalty 3554.210160 = -6570031.352254
  nChanged 621
		SP:Iteration 22Q (63053.840000 sec): 3 clusters
  Score: Raw -6573758.914915 + Penalty 3554.210160 = -6570204.704755
  nChanged 547
		SP:Iteration 23Q (63054.340000 sec): 3 clusters
  Score: Raw -6573909.482505 + Penalty 3554.210160 = -6570355.272345
  nChanged 485
		SP:Iteration 24Q (63054.770000 sec): 3 clusters
  Score: Raw -6574025.475449 + Penalty 3554.210160 = -6570471.265290
  nChanged 453
		SP:Iteration 25Q (63055.200000 sec): 3 clusters
  Score: Raw -6574123.162207 + Penalty 3554.210160 = -6570568.952047
  nChanged 399
		SP:Iteration 26Q (63055.580000 sec): 3 clusters
  Score: Raw -6574201.180800 + Penalty 3554.210160 = -6570646.970640
  nChanged 359
		SP:Iteration 27Q (63055.990000 sec): 3 clusters
  Score: Raw -6574263.792721 + Penalty 3554.210160 = -6570709.582561
  nChanged 337
		SP:Iteration 28Q (63056.420000 sec): 3 clusters
  Score: Raw -6574319.718440 + Penalty 3554.210160 = -6570765.508280
  nChanged 310
		SP:Iteration 29Q (63056.830000 sec): 3 clusters
  Score: Raw -6574369.010768 + Penalty 3554.210160 = -6570814.800608
  nChanged 266
		SP:Iteration 30Q (63057.230000 sec): 3 clusters
  Score: Raw -6574406.699702 + Penalty 3554.210160 = -6570852.489542
  nChanged 268
		SP:Iteration 31Q (63057.620000 sec): 3 clusters
  Score: Raw -6574445.771933 + Penalty 3554.210160 = -6570891.561773
  nChanged 226
		SP:Iteration 32Q (63058.060000 sec): 3 clusters
  Score: Raw -6574475.333424 + Penalty 3554.210160 = -6570921.123265
  nChanged 212
		SP:Iteration 33Q (63058.460000 sec): 3 clusters
  Score: Raw -6574499.817068 + Penalty 3554.210160 = -6570945.606908
  nChanged 191
		SP:Iteration 34Q (63058.900000 sec): 3 clusters
  Score: Raw -6574522.329068 + Penalty 3554.210160 = -6570968.118908
  nChanged 189
		SP:Iteration 35Q (63059.390000 sec): 3 clusters
  Score: Raw -6574544.046291 + Penalty 3554.210160 = -6570989.836131
  nChanged 193
		SP:Iteration 36Q (63059.890000 sec): 3 clusters
  Score: Raw -6574566.772892 + Penalty 3554.210160 = -6571012.562732
  nChanged 178
		SP:Iteration 37Q (63060.320000 sec): 3 clusters
  Score: Raw -6574586.494405 + Penalty 3554.210160 = -6571032.284245
  nChanged 176
		SP:Iteration 38Q (63060.770000 sec): 3 clusters
  Score: Raw -6574606.628645 + Penalty 3554.210160 = -6571052.418485
  nChanged 157
		SP:Iteration 39Q (63061.270000 sec): 3 clusters
  Score: Raw -6574622.297300 + Penalty 3554.210160 = -6571068.087140
  nChanged 145
		SP:Iteration 40F (63061.750000 sec): 3 clusters
  Score: Raw -6574637.487696 + Penalty 3554.210160 = -6571083.277536
  nChanged 143
		SP:Iteration 41Q (63062.230000 sec): 3 clusters
  Score: Raw -6574651.381071 + Penalty 3554.210160 = -6571097.170911
  nChanged 135
		SP:Iteration 42Q (63062.710000 sec): 3 clusters
  Score: Raw -6574665.556044 + Penalty 3554.210160 = -6571111.345884
  nChanged 119
		SP:Iteration 43Q (63063.160000 sec): 3 clusters
  Score: Raw -6574678.225428 + Penalty 3554.210160 = -6571124.015268
  nChanged 138
		SP:Iteration 44Q (63063.670000 sec): 3 clusters
  Score: Raw -6574692.921577 + Penalty 3554.210160 = -6571138.711417
  nChanged 140
		SP:Iteration 45Q (63064.090000 sec): 3 clusters
  Score: Raw -6574708.033922 + Penalty 3554.210160 = -6571153.823762
  nChanged 147
		SP:Iteration 46Q (63064.560000 sec): 3 clusters
  Score: Raw -6574724.819689 + Penalty 3554.210160 = -6571170.609529
  nChanged 147
		SP:Iteration 47Q (63065.010000 sec): 3 clusters
  Score: Raw -6574740.894800 + Penalty 3554.210160 = -6571186.684640
  nChanged 158
		SP:Iteration 48Q (63065.420000 sec): 3 clusters
  Score: Raw -6574757.366493 + Penalty 3554.210160 = -6571203.156333
  nChanged 135
		SP:Iteration 49Q (63065.820000 sec): 3 clusters
  Score: Raw -6574771.397510 + Penalty 3554.210160 = -6571217.187350
  nChanged 134
		SP:Iteration 50Q (63066.250000 sec): 3 clusters
  Score: Raw -6574784.525869 + Penalty 3554.210160 = -6571230.315709
  nChanged 139
		SP:Iteration 51Q (63066.670000 sec): 3 clusters
  Score: Raw -6574801.254581 + Penalty 3554.210160 = -6571247.044421
  nChanged 144
		SP:Iteration 52Q (63067.150000 sec): 3 clusters
  Score: Raw -6574821.170112 + Penalty 3554.210160 = -6571266.959952
  nChanged 155
		SP:Iteration 53Q (63067.620000 sec): 3 clusters
  Score: Raw -6574842.571518 + Penalty 3554.210160 = -6571288.361359
  nChanged 157
		SP:Iteration 54Q (63068.090000 sec): 3 clusters
  Score: Raw -6574864.055443 + Penalty 3554.210160 = -6571309.845283
  nChanged 161
		SP:Iteration 55Q (63068.590000 sec): 3 clusters
  Score: Raw -6574888.677201 + Penalty 3554.210160 = -6571334.467041
  nChanged 178
		SP:Iteration 56Q (63069.080000 sec): 3 clusters
  Score: Raw -6574916.455991 + Penalty 3554.210160 = -6571362.245832
  nChanged 177
		SP:Iteration 57Q (63069.500000 sec): 3 clusters
  Score: Raw -6574938.319032 + Penalty 3554.210160 = -6571384.108872
  nChanged 168
		SP:Iteration 58Q (63070.020000 sec): 3 clusters
  Score: Raw -6574960.781322 + Penalty 3554.210160 = -6571406.571162
  nChanged 175
		SP:Iteration 59Q (63070.440000 sec): 3 clusters
  Score: Raw -6574986.858158 + Penalty 3554.210160 = -6571432.647998
  nChanged 191
		SP:Iteration 60F (63070.890000 sec): 3 clusters
  Score: Raw -6575014.204430 + Penalty 3554.210160 = -6571459.994270
  nChanged 167
		SP:Iteration 61Q (63071.410000 sec): 3 clusters
  Score: Raw -6575037.597983 + Penalty 3554.210160 = -6571483.387823
  nChanged 178
		SP:Iteration 62Q (63071.810000 sec): 3 clusters
  Score: Raw -6575059.875496 + Penalty 3554.210160 = -6571505.665336
  nChanged 170
		SP:Iteration 63Q (63072.290000 sec): 3 clusters
  Score: Raw -6575081.289000 + Penalty 3554.210160 = -6571527.078841
  nChanged 174
		SP:Iteration 64Q (63072.720000 sec): 3 clusters
  Score: Raw -6575105.336143 + Penalty 3554.210160 = -6571551.125983
  nChanged 193
		SP:Iteration 65Q (63073.180000 sec): 3 clusters
  Score: Raw -6575129.769499 + Penalty 3554.210160 = -6571575.559339
  nChanged 184
		SP:Iteration 66Q (63073.620000 sec): 3 clusters
  Score: Raw -6575156.468127 + Penalty 3554.210160 = -6571602.257968
  nChanged 194
		SP:Iteration 67Q (63074.070000 sec): 3 clusters
  Score: Raw -6575185.364110 + Penalty 3554.210160 = -6571631.153950
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		SP:Iteration 68Q (63074.470000 sec): 3 clusters
  Score: Raw -6575214.429472 + Penalty 3554.210160 = -6571660.219312
  nChanged 217
		SP:Iteration 69Q (63074.880000 sec): 3 clusters
  Score: Raw -6575248.161580 + Penalty 3554.210160 = -6571693.951420
  nChanged 222
		SP:Iteration 70Q (63075.320000 sec): 3 clusters
  Score: Raw -6575279.657031 + Penalty 3554.210160 = -6571725.446871
  nChanged 191
		SP:Iteration 71Q (63075.790000 sec): 3 clusters
  Score: Raw -6575305.157798 + Penalty 3554.210160 = -6571750.947638
  nChanged 183
		SP:Iteration 72Q (63076.240000 sec): 3 clusters
  Score: Raw -6575332.995622 + Penalty 3554.210160 = -6571778.785462
  nChanged 195
		SP:Iteration 73Q (63076.620000 sec): 3 clusters
  Score: Raw -6575361.505936 + Penalty 3554.210160 = -6571807.295776
  nChanged 186
		SP:Iteration 74Q (63077.080000 sec): 3 clusters
  Score: Raw -6575385.216274 + Penalty 3554.210160 = -6571831.006114
  nChanged 175
		SP:Iteration 75Q (63077.550000 sec): 3 clusters
  Score: Raw -6575403.662096 + Penalty 3554.210160 = -6571849.451936
  nChanged 168
		SP:Iteration 76Q (63078.010000 sec): 3 clusters
  Score: Raw -6575420.681260 + Penalty 3554.210160 = -6571866.471100
  nChanged 170
		SP:Iteration 77Q (63078.450000 sec): 3 clusters
  Score: Raw -6575439.723126 + Penalty 3554.210160 = -6571885.512966
  nChanged 184
		SP:Iteration 78Q (63078.880000 sec): 3 clusters
  Score: Raw -6575463.268297 + Penalty 3554.210160 = -6571909.058137
  nChanged 183
		SP:Iteration 79Q (63079.330000 sec): 3 clusters
  Score: Raw -6575484.060261 + Penalty 3554.210160 = -6571929.850101
  nChanged 190
		SP:Iteration 80F (63079.800000 sec): 3 clusters
  Score: Raw -6575502.461114 + Penalty 3554.210160 = -6571948.250954
  nChanged 152
		SP:Iteration 81Q (63080.220000 sec): 3 clusters
  Score: Raw -6575516.462476 + Penalty 3554.210160 = -6571962.252316
  nChanged 149
		SP:Iteration 82Q (63080.660000 sec): 3 clusters
  Score: Raw -6575531.054728 + Penalty 3554.210160 = -6571976.844568
  nChanged 163
		SP:Iteration 83Q (63081.080000 sec): 3 clusters
  Score: Raw -6575548.194968 + Penalty 3554.210160 = -6571993.984808
  nChanged 176
		SP:Iteration 84Q (63081.480000 sec): 3 clusters
  Score: Raw -6575565.318796 + Penalty 3554.210160 = -6572011.108636
  nChanged 132
		SP:Iteration 85Q (63081.940000 sec): 3 clusters
  Score: Raw -6575578.020490 + Penalty 3554.210160 = -6572023.810330
  nChanged 154
		SP:Iteration 86Q (63082.340000 sec): 3 clusters
  Score: Raw -6575592.026546 + Penalty 3554.210160 = -6572037.816386
  nChanged 131
		SP:Iteration 87Q (63082.770000 sec): 3 clusters
  Score: Raw -6575603.094729 + Penalty 3554.210160 = -6572048.884569
  nChanged 138
		SP:Iteration 88Q (63083.200000 sec): 3 clusters
  Score: Raw -6575614.596881 + Penalty 3554.210160 = -6572060.386721
  nChanged 129
		SP:Iteration 89Q (63083.650000 sec): 3 clusters
  Score: Raw -6575625.618180 + Penalty 3554.210160 = -6572071.408020
  nChanged 136
		SP:Iteration 90Q (63084.040000 sec): 3 clusters
  Score: Raw -6575637.483556 + Penalty 3554.210160 = -6572083.273397
  nChanged 135
		SP:Iteration 91Q (63084.520000 sec): 3 clusters
  Score: Raw -6575648.321616 + Penalty 3554.210160 = -6572094.111456
  nChanged 155
		SP:Iteration 92Q (63084.990000 sec): 3 clusters
  Score: Raw -6575661.963339 + Penalty 3554.210160 = -6572107.753179
  nChanged 157
		SP:Iteration 93Q (63085.410000 sec): 3 clusters
  Score: Raw -6575677.688942 + Penalty 3554.210160 = -6572123.478783
  nChanged 174
		SP:Iteration 94Q (63085.890000 sec): 3 clusters
  Score: Raw -6575692.844996 + Penalty 3554.210160 = -6572138.634836
  nChanged 147
		SP:Iteration 95Q (63086.390000 sec): 3 clusters
  Score: Raw -6575704.329245 + Penalty 3554.210160 = -6572150.119085
  nChanged 112
		SP:Iteration 96Q (63086.780000 sec): 3 clusters
  Score: Raw -6575713.203497 + Penalty 3554.210160 = -6572158.993337
  nChanged 138
		SP:Iteration 97Q (63087.300000 sec): 3 clusters
  Score: Raw -6575725.428052 + Penalty 3554.210160 = -6572171.217892
  nChanged 141
		SP:Iteration 98Q (63087.780000 sec): 3 clusters
  Score: Raw -6575736.912558 + Penalty 3554.210160 = -6572182.702398
  nChanged 127
		SP:Iteration 99Q (63088.220000 sec): 3 clusters
  Score: Raw -6575747.318330 + Penalty 3554.210160 = -6572193.108170
  nChanged 135
		SP:Iteration 100F (63088.680000 sec): 3 clusters
  Score: Raw -6575758.535981 + Penalty 3554.210160 = -6572204.325821
  nChanged 124
		SP:Iteration 101Q (63089.130000 sec): 3 clusters
  Score: Raw -6575767.451981 + Penalty 3554.210160 = -6572213.241821
  nChanged 113
		SP:Iteration 102Q (63089.560000 sec): 3 clusters
  Score: Raw -6575775.730467 + Penalty 3554.210160 = -6572221.520308
  nChanged 105
		SP:Iteration 103Q (63090.030000 sec): 3 clusters
  Score: Raw -6575784.311210 + Penalty 3554.210160 = -6572230.101050
  nChanged 127
		SP:Iteration 104Q (63090.470000 sec): 3 clusters
  Score: Raw -6575795.858967 + Penalty 3554.210160 = -6572241.648807
  nChanged 115
		SP:Iteration 105Q (63090.870000 sec): 3 clusters
  Score: Raw -6575805.552885 + Penalty 3554.210160 = -6572251.342725
  nChanged 113
		SP:Iteration 106Q (63091.300000 sec): 3 clusters
  Score: Raw -6575813.970125 + Penalty 3554.210160 = -6572259.759965
  nChanged 116
		SP:Iteration 107Q (63091.720000 sec): 3 clusters
  Score: Raw -6575821.925631 + Penalty 3554.210160 = -6572267.715471
  nChanged 109
		SP:Iteration 108Q (63092.200000 sec): 3 clusters
  Score: Raw -6575829.863186 + Penalty 3554.210160 = -6572275.653026
  nChanged 104
		SP:Iteration 109Q (63092.630000 sec): 3 clusters
  Score: Raw -6575837.092407 + Penalty 3554.210160 = -6572282.882247
  nChanged 105
		SP:Iteration 110Q (63093.080000 sec): 3 clusters
  Score: Raw -6575844.519999 + Penalty 3554.210160 = -6572290.309839
  nChanged 114
		SP:Iteration 111Q (63093.500000 sec): 3 clusters
  Score: Raw -6575851.870728 + Penalty 3554.210160 = -6572297.660568
  nChanged 117
		SP:Iteration 112Q (63093.970000 sec): 3 clusters
  Score: Raw -6575860.502423 + Penalty 3554.210160 = -6572306.292263
  nChanged 126
		SP:Iteration 113Q (63094.420000 sec): 3 clusters
  Score: Raw -6575869.909327 + Penalty 3554.210160 = -6572315.699167
  nChanged 124
		SP:Iteration 114Q (63094.890000 sec): 3 clusters
  Score: Raw -6575878.670458 + Penalty 3554.210160 = -6572324.460298
  nChanged 131
		SP:Iteration 115Q (63095.340000 sec): 3 clusters
  Score: Raw -6575888.380075 + Penalty 3554.210160 = -6572334.169915
  nChanged 132
		SP:Iteration 116Q (63095.800000 sec): 3 clusters
  Score: Raw -6575896.898075 + Penalty 3554.210160 = -6572342.687915
  nChanged 115
		SP:Iteration 117Q (63096.260000 sec): 3 clusters
  Score: Raw -6575904.076029 + Penalty 3554.210160 = -6572349.865869
  nChanged 113
		SP:Iteration 118Q (63096.730000 sec): 3 clusters
  Score: Raw -6575911.158564 + Penalty 3554.210160 = -6572356.948404
  nChanged 114
		SP:Iteration 119Q (63097.170000 sec): 3 clusters
  Score: Raw -6575919.256086 + Penalty 3554.210160 = -6572365.045926
  nChanged 119
		SP:Iteration 120F (63097.640000 sec): 3 clusters
  Score: Raw -6575927.003352 + Penalty 3554.210160 = -6572372.793192
  nChanged 106
		SP:Iteration 121Q (63098.070000 sec): 3 clusters
  Score: Raw -6575933.068370 + Penalty 3554.210160 = -6572378.858210
  nChanged 98
		SP:Iteration 122Q (63098.450000 sec): 3 clusters
  Score: Raw -6575939.198251 + Penalty 3554.210160 = -6572384.988091
  nChanged 103
		SP:Iteration 123Q (63098.790000 sec): 3 clusters
  Score: Raw -6575946.514410 + Penalty 3554.210160 = -6572392.304250
  nChanged 113
		SP:Iteration 124Q (63099.230000 sec): 3 clusters
  Score: Raw -6575954.099560 + Penalty 3554.210160 = -6572399.889400
  nChanged 108
		SP:Iteration 125Q (63099.620000 sec): 3 clusters
  Score: Raw -6575961.854204 + Penalty 3554.210160 = -6572407.644044
  nChanged 118
		SP:Iteration 126Q (63100.020000 sec): 3 clusters
  Score: Raw -6575970.955982 + Penalty 3554.210160 = -6572416.745823
  nChanged 134
		SP:Iteration 127Q (63100.420000 sec): 3 clusters
  Score: Raw -6575980.130813 + Penalty 3554.210160 = -6572425.920653
  nChanged 120
		SP:Iteration 128Q (63100.850000 sec): 3 clusters
  Score: Raw -6575988.649991 + Penalty 3554.210160 = -6572434.439831
  nChanged 124
		SP:Iteration 129Q (63101.240000 sec): 3 clusters
  Score: Raw -6575997.814459 + Penalty 3554.210160 = -6572443.604299
  nChanged 148
		SP:Iteration 130Q (63101.640000 sec): 3 clusters
  Score: Raw -6576011.234018 + Penalty 3554.210160 = -6572457.023858
  nChanged 155
		SP:Iteration 131Q (63102.000000 sec): 3 clusters
  Score: Raw -6576025.442117 + Penalty 3554.210160 = -6572471.231958
  nChanged 164
		SP:Iteration 132Q (63102.390000 sec): 3 clusters
  Score: Raw -6576041.512183 + Penalty 3554.210160 = -6572487.302023
  nChanged 180
		SP:Iteration 133Q (63102.770000 sec): 3 clusters
  Score: Raw -6576061.063550 + Penalty 3554.210160 = -6572506.853390
  nChanged 205
		SP:Iteration 134Q (63103.200000 sec): 3 clusters
  Score: Raw -6576081.452708 + Penalty 3554.210160 = -6572527.242548
  nChanged 194
		SP:Iteration 135Q (63103.570000 sec): 3 clusters
  Score: Raw -6576099.388345 + Penalty 3554.210160 = -6572545.178185
  nChanged 177
		SP:Iteration 136Q (63104.000000 sec): 3 clusters
  Score: Raw -6576115.642762 + Penalty 3554.210160 = -6572561.432603
  nChanged 176
		SP:Iteration 137Q (63104.460000 sec): 3 clusters
  Score: Raw -6576133.792082 + Penalty 3554.210160 = -6572579.581922
  nChanged 203
		SP:Iteration 138Q (63104.880000 sec): 3 clusters
  Score: Raw -6576157.054167 + Penalty 3554.210160 = -6572602.844007
  nChanged 213
		SP:Iteration 139Q (63105.340000 sec): 3 clusters
  Score: Raw -6576181.811022 + Penalty 3554.210160 = -6572627.600862
  nChanged 234
		SP:Iteration 140F (63105.770000 sec): 3 clusters
  Score: Raw -6576209.697577 + Penalty 3554.210160 = -6572655.487417
  nChanged 253
		SP:Iteration 141Q (63106.210000 sec): 3 clusters
  Score: Raw -6576241.986009 + Penalty 3554.210160 = -6572687.775849
  nChanged 267
		SP:Iteration 142Q (63106.600000 sec): 3 clusters
  Score: Raw -6576275.687476 + Penalty 3554.210160 = -6572721.477316
  nChanged 281
		SP:Iteration 143Q (63107.050000 sec): 3 clusters
  Score: Raw -6576312.611398 + Penalty 3554.210160 = -6572758.401238
  nChanged 296
		SP:Iteration 144Q (63107.470000 sec): 3 clusters
  Score: Raw -6576350.166989 + Penalty 3554.210160 = -6572795.956829
  nChanged 285
		SP:Iteration 145Q (63107.940000 sec): 3 clusters
  Score: Raw -6576389.080534 + Penalty 3554.210160 = -6572834.870374
  nChanged 315
		SP:Iteration 146Q (63108.440000 sec): 3 clusters
  Score: Raw -6576436.415641 + Penalty 3554.210160 = -6572882.205481
  nChanged 324
		SP:Iteration 147Q (63108.920000 sec): 3 clusters
  Score: Raw -6576483.755256 + Penalty 3554.210160 = -6572929.545096
  nChanged 293
		SP:Iteration 148Q (63109.340000 sec): 3 clusters
  Score: Raw -6576525.347011 + Penalty 3554.210160 = -6572971.136851
  nChanged 326
		SP:Iteration 149Q (63109.740000 sec): 3 clusters
  Score: Raw -6576573.662034 + Penalty 3554.210160 = -6573019.451874
  nChanged 317
		SP:Iteration 150Q (63110.100000 sec): 3 clusters
  Score: Raw -6576619.711355 + Penalty 3554.210160 = -6573065.501196
  nChanged 330
		SP:Iteration 151Q (63110.470000 sec): 3 clusters
  Score: Raw -6576669.518711 + Penalty 3554.210160 = -6573115.308551
  nChanged 338
		SP:Iteration 152Q (63110.940000 sec): 3 clusters
  Score: Raw -6576721.086722 + Penalty 3554.210160 = -6573166.876562
  nChanged 352
		SP:Iteration 153Q (63111.360000 sec): 3 clusters
  Score: Raw -6576775.542832 + Penalty 3554.210160 = -6573221.332672
  nChanged 357
		SP:Iteration 154Q (63111.750000 sec): 3 clusters
  Score: Raw -6576827.586756 + Penalty 3554.210160 = -6573273.376596
  nChanged 340
		SP:Iteration 155Q (63112.160000 sec): 3 clusters
  Score: Raw -6576873.622967 + Penalty 3554.210160 = -6573319.412807
  nChanged 330
		SP:Iteration 156Q (63112.590000 sec): 3 clusters
  Score: Raw -6576917.646315 + Penalty 3554.210160 = -6573363.436155
  nChanged 334
		SP:Iteration 157Q (63112.990000 sec): 3 clusters
  Score: Raw -6576963.436702 + Penalty 3554.210160 = -6573409.226542
  nChanged 329
		SP:Iteration 158Q (63113.350000 sec): 3 clusters
  Score: Raw -6577010.841556 + Penalty 3554.210160 = -6573456.631396
  nChanged 324
		SP:Iteration 159Q (63113.770000 sec): 3 clusters
  Score: Raw -6577056.531819 + Penalty 3554.210160 = -6573502.321659
  nChanged 329
		SP:Iteration 160F (63114.180000 sec): 3 clusters
  Score: Raw -6577103.791742 + Penalty 3554.210160 = -6573549.581582
  nChanged 322
		SP:Iteration 161Q (63114.580000 sec): 3 clusters
  Score: Raw -6577146.489028 + Penalty 3554.210160 = -6573592.278869
  nChanged 316
		SP:Iteration 162Q (63114.980000 sec): 3 clusters
  Score: Raw -6577185.880069 + Penalty 3554.210160 = -6573631.669910
  nChanged 295
		SP:Iteration 163Q (63115.400000 sec): 3 clusters
  Score: Raw -6577224.117291 + Penalty 3554.210160 = -6573669.907131
  nChanged 305
		SP:Iteration 164Q (63115.840000 sec): 3 clusters
  Score: Raw -6577260.139380 + Penalty 3554.210160 = -6573705.929220
  nChanged 286
		SP:Iteration 165Q (63116.230000 sec): 3 clusters
  Score: Raw -6577292.570398 + Penalty 3554.210160 = -6573738.360238
  nChanged 272
		SP:Iteration 166Q (63116.680000 sec): 3 clusters
  Score: Raw -6577323.195851 + Penalty 3554.210160 = -6573768.985691
  nChanged 276
		SP:Iteration 167Q (63117.060000 sec): 3 clusters
  Score: Raw -6577355.500113 + Penalty 3554.210160 = -6573801.289954
  nChanged 289
		SP:Iteration 168Q (63117.460000 sec): 3 clusters
  Score: Raw -6577390.656268 + Penalty 3554.210160 = -6573836.446108
  nChanged 278
		SP:Iteration 169Q (63117.880000 sec): 3 clusters
  Score: Raw -6577424.601858 + Penalty 3554.210160 = -6573870.391698
  nChanged 290
		SP:Iteration 170Q (63118.360000 sec): 3 clusters
  Score: Raw -6577457.237659 + Penalty 3554.210160 = -6573903.027499
  nChanged 284
		SP:Iteration 171Q (63118.860000 sec): 3 clusters
  Score: Raw -6577490.650211 + Penalty 3554.210160 = -6573936.440051
  nChanged 287
		SP:Iteration 172Q (63119.340000 sec): 3 clusters
  Score: Raw -6577526.944375 + Penalty 3554.210160 = -6573972.734215
  nChanged 298
		SP:Iteration 173Q (63119.760000 sec): 3 clusters
  Score: Raw -6577561.257727 + Penalty 3554.210160 = -6574007.047567
  nChanged 305
		SP:Iteration 174Q (63120.210000 sec): 3 clusters
  Score: Raw -6577596.225153 + Penalty 3554.210160 = -6574042.014994
  nChanged 287
		SP:Iteration 175Q (63120.670000 sec): 3 clusters
  Score: Raw -6577632.041659 + Penalty 3554.210160 = -6574077.831499
  nChanged 311
		SP:Iteration 176Q (63121.070000 sec): 3 clusters
  Score: Raw -6577675.679249 + Penalty 3554.210160 = -6574121.469089
  nChanged 330
		SP:Iteration 177Q (63121.590000 sec): 3 clusters
  Score: Raw -6577721.096628 + Penalty 3554.210160 = -6574166.886468
  nChanged 338
		SP:Iteration 178Q (63122.050000 sec): 3 clusters
  Score: Raw -6577767.468320 + Penalty 3554.210160 = -6574213.258160
  nChanged 336
		SP:Iteration 179Q (63122.520000 sec): 3 clusters
  Score: Raw -6577813.239393 + Penalty 3554.210160 = -6574259.029233
  nChanged 342
		SP:Iteration 180F (63123.010000 sec): 3 clusters
  Score: Raw -6577860.196444 + Penalty 3554.210160 = -6574305.986284
  nChanged 309
		SP:Iteration 181Q (63123.520000 sec): 3 clusters
  Score: Raw -6577901.380934 + Penalty 3554.210160 = -6574347.170775
  nChanged 313
		SP:Iteration 182Q (63123.950000 sec): 3 clusters
  Score: Raw -6577943.812775 + Penalty 3554.210160 = -6574389.602615
  nChanged 304
		SP:Iteration 183Q (63124.390000 sec): 3 clusters
  Score: Raw -6577984.921533 + Penalty 3554.210160 = -6574430.711373
  nChanged 302
		SP:Iteration 184Q (63124.800000 sec): 3 clusters
  Score: Raw -6578021.204927 + Penalty 3554.210160 = -6574466.994767
  nChanged 293
		SP:Iteration 185Q (63125.180000 sec): 3 clusters
  Score: Raw -6578055.591411 + Penalty 3554.210160 = -6574501.381251
  nChanged 295
		SP:Iteration 186Q (63125.560000 sec): 3 clusters
  Score: Raw -6578094.593764 + Penalty 3554.210160 = -6574540.383604
  nChanged 319
		SP:Iteration 187Q (63125.960000 sec): 3 clusters
  Score: Raw -6578138.883562 + Penalty 3554.210160 = -6574584.673402
  nChanged 324
		SP:Iteration 188Q (63126.320000 sec): 3 clusters
  Score: Raw -6578187.877058 + Penalty 3554.210160 = -6574633.666899
  nChanged 336
		SP:Iteration 189Q (63126.730000 sec): 3 clusters
  Score: Raw -6578239.242697 + Penalty 3554.210160 = -6574685.032537
  nChanged 348
		SP:Iteration 190Q (63127.130000 sec): 3 clusters
  Score: Raw -6578295.206423 + Penalty 3554.210160 = -6574740.996263
  nChanged 357
		SP:Iteration 191Q (63127.550000 sec): 3 clusters
  Score: Raw -6578353.689376 + Penalty 3554.210160 = -6574799.479216
  nChanged 378
		SP:Iteration 192Q (63128.060000 sec): 3 clusters
  Score: Raw -6578418.201277 + Penalty 3554.210160 = -6574863.991117
  nChanged 399
		SP:Iteration 193Q (63128.520000 sec): 3 clusters
  Score: Raw -6578493.400191 + Penalty 3554.210160 = -6574939.190031
  nChanged 392
		SP:Iteration 194Q (63128.960000 sec): 3 clusters
  Score: Raw -6578578.478024 + Penalty 3554.210160 = -6575024.267864
  nChanged 379
		SP:Iteration 195Q (63129.430000 sec): 3 clusters
  Score: Raw -6578673.011578 + Penalty 3554.210160 = -6575118.801418
  nChanged 409
		SP:Iteration 196Q (63129.880000 sec): 3 clusters
  Score: Raw -6578814.974306 + Penalty 3554.210160 = -6575260.764146
  nChanged 402
		SP:Iteration 197Q (63130.310000 sec): 3 clusters
  Score: Raw -6578961.248446 + Penalty 3554.210160 = -6575407.038286
  nChanged 454
		SP:Iteration 198Q (63130.760000 sec): 3 clusters
  Score: Raw -6579111.973813 + Penalty 3554.210160 = -6575557.763653
  nChanged 408
		SP:Iteration 199Q (63131.210000 sec): 3 clusters
  Score: Raw -6579222.388100 + Penalty 3554.210160 = -6575668.177940
  nChanged 348
		SP:Iteration 200F (63131.660000 sec): 3 clusters
  Score: Raw -6579297.816941 + Penalty 3554.210160 = -6575743.606781
  nChanged 321
		SP:Iteration 201Q (63132.090000 sec): 3 clusters
  Score: Raw -6579357.848628 + Penalty 3554.210160 = -6575803.638468
  nChanged 292
		SP:Iteration 202Q (63132.540000 sec): 3 clusters
  Score: Raw -6579403.067428 + Penalty 3554.210160 = -6575848.857268
  nChanged 252
		SP:Iteration 203Q (63132.950000 sec): 3 clusters
  Score: Raw -6579437.934697 + Penalty 3554.210160 = -6575883.724537
  nChanged 222
		SP:Iteration 204Q (63133.390000 sec): 3 clusters
  Score: Raw -6579462.560759 + Penalty 3554.210160 = -6575908.350599
  nChanged 195
		SP:Iteration 205Q (63133.860000 sec): 3 clusters
  Score: Raw -6579483.798505 + Penalty 3554.210160 = -6575929.588345
  nChanged 180
		SP:Iteration 206Q (63134.250000 sec): 3 clusters
  Score: Raw -6579503.594352 + Penalty 3554.210160 = -6575949.384192
  nChanged 173
		SP:Iteration 207Q (63134.810000 sec): 3 clusters
  Score: Raw -6579523.744306 + Penalty 3554.210160 = -6575969.534146
  nChanged 186
		SP:Iteration 208Q (63135.270000 sec): 3 clusters
  Score: Raw -6579544.155908 + Penalty 3554.210160 = -6575989.945748
  nChanged 160
		SP:Iteration 209Q (63135.700000 sec): 3 clusters
  Score: Raw -6579560.487096 + Penalty 3554.210160 = -6576006.276936
  nChanged 150
		SP:Iteration 210Q (63136.150000 sec): 3 clusters
  Score: Raw -6579574.422194 + Penalty 3554.210160 = -6576020.212034
  nChanged 139
		SP:Iteration 211Q (63136.630000 sec): 3 clusters
  Score: Raw -6579588.085908 + Penalty 3554.210160 = -6576033.875748
  nChanged 145
		SP:Iteration 212Q (63137.090000 sec): 3 clusters
  Score: Raw -6579601.132790 + Penalty 3554.210160 = -6576046.922630
  nChanged 120
		SP:Iteration 213Q (63137.630000 sec): 3 clusters
  Score: Raw -6579611.092715 + Penalty 3554.210160 = -6576056.882555
  nChanged 103
		SP:Iteration 214Q (63138.050000 sec): 3 clusters
  Score: Raw -6579618.786144 + Penalty 3554.210160 = -6576064.575984
  nChanged 99
		SP:Iteration 215Q (63138.510000 sec): 3 clusters
  Score: Raw -6579626.869173 + Penalty 3554.210160 = -6576072.659013
  nChanged 99
		SP:Iteration 216Q (63138.920000 sec): 3 clusters
  Score: Raw -6579634.810233 + Penalty 3554.210160 = -6576080.600073
  nChanged 91
		SP:Iteration 217Q (63139.410000 sec): 3 clusters
  Score: Raw -6579641.780696 + Penalty 3554.210160 = -6576087.570536
  nChanged 98
		SP:Iteration 218Q (63139.840000 sec): 3 clusters
  Score: Raw -6579649.423174 + Penalty 3554.210160 = -6576095.213014
  nChanged 89
		SP:Iteration 219Q (63140.230000 sec): 3 clusters
  Score: Raw -6579656.544397 + Penalty 3554.210160 = -6576102.334237
  nChanged 77
		SP:Iteration 220F (63140.670000 sec): 3 clusters
  Score: Raw -6579661.547132 + Penalty 3554.210160 = -6576107.336972
  nChanged 60
		SP:Iteration 221Q (63141.080000 sec): 3 clusters
  Score: Raw -6579666.531767 + Penalty 3554.210160 = -6576112.321607
  nChanged 66
		SP:Iteration 222Q (63141.480000 sec): 3 clusters
  Score: Raw -6579670.489185 + Penalty 3554.210160 = -6576116.279025
  nChanged 68
		SP:Iteration 223Q (63141.870000 sec): 3 clusters
  Score: Raw -6579674.580648 + Penalty 3554.210160 = -6576120.370488
  nChanged 56
		SP:Iteration 224Q (63142.350000 sec): 3 clusters
  Score: Raw -6579677.242407 + Penalty 3554.210160 = -6576123.032247
  nChanged 54
		SP:Iteration 225Q (63142.790000 sec): 3 clusters
  Score: Raw -6579680.256282 + Penalty 3554.210160 = -6576126.046122
  nChanged 47
		SP:Iteration 226Q (63143.230000 sec): 3 clusters
  Score: Raw -6579683.278486 + Penalty 3554.210160 = -6576129.068326
  nChanged 44
		SP:Iteration 227Q (63143.600000 sec): 3 clusters
  Score: Raw -6579685.805898 + Penalty 3554.210160 = -6576131.595738
  nChanged 39
		SP:Iteration 228Q (63144.020000 sec): 3 clusters
  Score: Raw -6579687.780485 + Penalty 3554.210160 = -6576133.570325
  nChanged 30
		SP:Iteration 229Q (63144.470000 sec): 3 clusters
  Score: Raw -6579689.321030 + Penalty 3554.210160 = -6576135.110870
  nChanged 25
		SP:Iteration 230Q (63144.980000 sec): 3 clusters
  Score: Raw -6579690.470526 + Penalty 3554.210160 = -6576136.260366
  nChanged 28
		SP:Iteration 231Q (63145.490000 sec): 3 clusters
  Score: Raw -6579691.885371 + Penalty 3554.210160 = -6576137.675212
  nChanged 29
		SP:Iteration 232Q (63145.910000 sec): 3 clusters
  Score: Raw -6579693.262526 + Penalty 3554.210160 = -6576139.052366
  nChanged 24
		SP:Iteration 233Q (63146.320000 sec): 3 clusters
  Score: Raw -6579694.606040 + Penalty 3554.210160 = -6576140.395880
  nChanged 27
		SP:Iteration 234Q (63146.740000 sec): 3 clusters
  Score: Raw -6579695.914610 + Penalty 3554.210160 = -6576141.704450
  nChanged 23
		SP:Iteration 235Q (63147.170000 sec): 3 clusters
  Score: Raw -6579697.265847 + Penalty 3554.210160 = -6576143.055687
  nChanged 28
		SP:Iteration 236Q (63147.690000 sec): 3 clusters
  Score: Raw -6579698.565652 + Penalty 3554.210160 = -6576144.355492
  nChanged 24
		SP:Iteration 237Q (63148.040000 sec): 3 clusters
  Score: Raw -6579699.651781 + Penalty 3554.210160 = -6576145.441621
  nChanged 21
		SP:Iteration 238Q (63148.490000 sec): 3 clusters
  Score: Raw -6579700.714631 + Penalty 3554.210160 = -6576146.504471
  nChanged 22
		SP:Iteration 239Q (63148.930000 sec): 3 clusters
  Score: Raw -6579701.666619 + Penalty 3554.210160 = -6576147.456459
  nChanged 18
		SP:Iteration 240F (63149.370000 sec): 3 clusters
  Score: Raw -6579702.551346 + Penalty 3554.210160 = -6576148.341186
  nChanged 14
		SP:Iteration 241Q (63149.800000 sec): 3 clusters
  Score: Raw -6579703.268537 + Penalty 3554.210160 = -6576149.058377
  nChanged 13
		SP:Iteration 242Q (63150.330000 sec): 3 clusters
  Score: Raw -6579703.946604 + Penalty 3554.210160 = -6576149.736444
  nChanged 16
		SP:Iteration 243Q (63150.760000 sec): 3 clusters
  Score: Raw -6579704.632388 + Penalty 3554.210160 = -6576150.422228
  nChanged 17
		SP:Iteration 244Q (63151.180000 sec): 3 clusters
  Score: Raw -6579705.429742 + Penalty 3554.210160 = -6576151.219582
  nChanged 13
		SP:Iteration 245Q (63151.640000 sec): 3 clusters
  Score: Raw -6579705.884184 + Penalty 3554.210160 = -6576151.674025
  nChanged 12
		SP:Iteration 246Q (63152.040000 sec): 3 clusters
  Score: Raw -6579706.315610 + Penalty 3554.210160 = -6576152.105450
  nChanged 11
		SP:Iteration 247Q (63152.490000 sec): 3 clusters
  Score: Raw -6579706.797408 + Penalty 3554.210160 = -6576152.587248
  nChanged 17
		SP:Iteration 248Q (63152.920000 sec): 3 clusters
  Score: Raw -6579707.398535 + Penalty 3554.210160 = -6576153.188375
  nChanged 11
		SP:Iteration 249Q (63153.350000 sec): 3 clusters
  Score: Raw -6579707.799472 + Penalty 3554.210160 = -6576153.589312
  nChanged 18
		SP:Iteration 250Q (63153.800000 sec): 3 clusters
  Score: Raw -6579708.359326 + Penalty 3554.210160 = -6576154.149166
  nChanged 13
		SP:Iteration 251Q (63154.260000 sec): 3 clusters
  Score: Raw -6579708.810293 + Penalty 3554.210160 = -6576154.600133
  nChanged 16
		SP:Iteration 252Q (63154.740000 sec): 3 clusters
  Score: Raw -6579709.498710 + Penalty 3554.210160 = -6576155.288550
  nChanged 16
		SP:Iteration 253Q (63155.270000 sec): 3 clusters
  Score: Raw -6579710.190214 + Penalty 3554.210160 = -6576155.980054
  nChanged 16
		SP:Iteration 254Q (63155.770000 sec): 3 clusters
  Score: Raw -6579710.939258 + Penalty 3554.210160 = -6576156.729098
  nChanged 17
		SP:Iteration 255Q (63156.250000 sec): 3 clusters
  Score: Raw -6579711.487772 + Penalty 3554.210160 = -6576157.277612
  nChanged 11
		SP:Iteration 256Q (63156.680000 sec): 3 clusters
  Score: Raw -6579711.888461 + Penalty 3554.210160 = -6576157.678301
  nChanged 11
		SP:Iteration 257Q (63157.130000 sec): 3 clusters
  Score: Raw -6579712.320291 + Penalty 3554.210160 = -6576158.110132
  nChanged 12
		SP:Iteration 258Q (63157.610000 sec): 3 clusters
  Score: Raw -6579712.839528 + Penalty 3554.210160 = -6576158.629369
  nChanged 13
		SP:Iteration 259Q (63157.980000 sec): 3 clusters
  Score: Raw -6579713.303087 + Penalty 3554.210160 = -6576159.092927
  nChanged 7
		SP:Iteration 260F (63158.500000 sec): 3 clusters
  Score: Raw -6579713.572919 + Penalty 3554.210160 = -6576159.362759
  nChanged 8
		SP:Iteration 261Q (63158.940000 sec): 3 clusters
  Score: Raw -6579713.850949 + Penalty 3554.210160 = -6576159.640789
  nChanged 11
		SP:Iteration 262Q (63159.400000 sec): 3 clusters
  Score: Raw -6579714.229839 + Penalty 3554.210160 = -6576160.019679
  nChanged 12
		SP:Iteration 263Q (63159.840000 sec): 3 clusters
  Score: Raw -6579714.770537 + Penalty 3554.210160 = -6576160.560378
  nChanged 20
		SP:Iteration 264Q (63160.220000 sec): 3 clusters
  Score: Raw -6579715.675440 + Penalty 3554.210160 = -6576161.465280
  nChanged 15
		SP:Iteration 265Q (63160.720000 sec): 3 clusters
  Score: Raw -6579716.352929 + Penalty 3554.210160 = -6576162.142769
  nChanged 13
		SP:Iteration 266Q (63161.110000 sec): 3 clusters
  Score: Raw -6579716.908190 + Penalty 3554.210160 = -6576162.698030
  nChanged 11
		SP:Iteration 267Q (63161.590000 sec): 3 clusters
  Score: Raw -6579717.468690 + Penalty 3554.210160 = -6576163.258530
  nChanged 16
		SP:Iteration 268Q (63162.030000 sec): 3 clusters
  Score: Raw -6579718.200045 + Penalty 3554.210160 = -6576163.989885
  nChanged 14
		SP:Iteration 269Q (63162.440000 sec): 3 clusters
  Score: Raw -6579718.833982 + Penalty 3554.210160 = -6576164.623822
  nChanged 14
		SP:Iteration 270Q (63162.900000 sec): 3 clusters
  Score: Raw -6579719.457535 + Penalty 3554.210160 = -6576165.247375
  nChanged 21
		SP:Iteration 271Q (63163.410000 sec): 3 clusters
  Score: Raw -6579720.560243 + Penalty 3554.210160 = -6576166.350083
  nChanged 23
		SP:Iteration 272Q (63163.790000 sec): 3 clusters
  Score: Raw -6579721.484530 + Penalty 3554.210160 = -6576167.274371
  nChanged 15
		SP:Iteration 273Q (63164.270000 sec): 3 clusters
  Score: Raw -6579722.105484 + Penalty 3554.210160 = -6576167.895324
  nChanged 12
		SP:Iteration 274Q (63164.700000 sec): 3 clusters
  Score: Raw -6579722.619855 + Penalty 3554.210160 = -6576168.409695
  nChanged 13
		SP:Iteration 275Q (63165.140000 sec): 3 clusters
  Score: Raw -6579723.164684 + Penalty 3554.210160 = -6576168.954524
  nChanged 12
		SP:Iteration 276Q (63165.640000 sec): 3 clusters
  Score: Raw -6579723.708948 + Penalty 3554.210160 = -6576169.498789
  nChanged 13
		SP:Iteration 277Q (63166.120000 sec): 3 clusters
  Score: Raw -6579724.292584 + Penalty 3554.210160 = -6576170.082424
  nChanged 17
		SP:Iteration 278Q (63166.550000 sec): 3 clusters
  Score: Raw -6579724.996078 + Penalty 3554.210160 = -6576170.785918
  nChanged 16
		SP:Iteration 279Q (63167.070000 sec): 3 clusters
  Score: Raw -6579725.613746 + Penalty 3554.210160 = -6576171.403586
  nChanged 19
		SP:Iteration 280F (63167.550000 sec): 3 clusters
  Score: Raw -6579726.249533 + Penalty 3554.210160 = -6576172.039373
  nChanged 10
		SP:Iteration 281Q (63168.040000 sec): 3 clusters
  Score: Raw -6579726.651214 + Penalty 3554.210160 = -6576172.441054
  nChanged 8
		SP:Iteration 282Q (63168.470000 sec): 3 clusters
  Score: Raw -6579727.075094 + Penalty 3554.210160 = -6576172.864934
  nChanged 10
		SP:Iteration 283Q (63168.910000 sec): 3 clusters
  Score: Raw -6579727.526711 + Penalty 3554.210160 = -6576173.316551
  nChanged 10
		SP:Iteration 284Q (63169.350000 sec): 3 clusters
  Score: Raw -6579727.882569 + Penalty 3554.210160 = -6576173.672409
  nChanged 7
		SP:Iteration 285Q (63169.810000 sec): 3 clusters
  Score: Raw -6579728.153260 + Penalty 3554.210160 = -6576173.943100
  nChanged 2
		SP:Iteration 286Q (63170.260000 sec): 3 clusters
  Score: Raw -6579728.214191 + Penalty 3554.210160 = -6576174.004031
  nChanged 2
		SP:Iteration 287Q (63170.740000 sec): 3 clusters
  Score: Raw -6579728.270317 + Penalty 3554.210160 = -6576174.060157
  nChanged 1
		SP:Iteration 288Q (63171.170000 sec): 3 clusters
  Score: Raw -6579728.289767 + Penalty 3554.210160 = -6576174.079607
  nChanged 0
		SP:Iteration 289F (63171.700000 sec): 3 clusters
  Score: Raw -6579728.289767 + Penalty 3554.210160 = -6576174.079607
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (87782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63172.220000 sec): 2 clusters
  Score: Raw -10585392.981176 + Penalty 1849.674409 = -10583543.306767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63172.790000 sec): 3 clusters
  Score: Raw -10528732.572672 + Penalty 3699.348818 = -10525033.223854
  nChanged 41798
		SP:Iteration 1F (63173.380000 sec): 3 clusters
  Score: Raw -10558752.086012 + Penalty 3699.348818 = -10555052.737194
  nChanged 8794
		SP:Iteration 2F (63173.930000 sec): 3 clusters
  Score: Raw -10567602.989443 + Penalty 3699.348818 = -10563903.640625
  nChanged 9550
		SP:Iteration 3F (63174.500000 sec): 3 clusters
  Score: Raw -10576416.714467 + Penalty 3699.348818 = -10572717.365650
  nChanged 7019
		SP:Iteration 4F (63175.070000 sec): 3 clusters
  Score: Raw -10580813.792779 + Penalty 3699.348818 = -10577114.443961
  nChanged 4014
		SP:Iteration 5Q (63175.650000 sec): 3 clusters
  Score: Raw -10582409.848944 + Penalty 3699.348818 = -10578710.500126
  nChanged 2278
		SP:Iteration 6Q (63176.180000 sec): 3 clusters
  Score: Raw -10583054.171903 + Penalty 3699.348818 = -10579354.823085
  nChanged 1494
		SP:Iteration 7Q (63176.760000 sec): 3 clusters
  Score: Raw -10583427.216490 + Penalty 3699.348818 = -10579727.867672
  nChanged 1177
		SP:Iteration 8Q (63177.380000 sec): 3 clusters
  Score: Raw -10583706.934103 + Penalty 3699.348818 = -10580007.585285
  nChanged 1108
		SP:Iteration 9Q (63177.950000 sec): 3 clusters
  Score: Raw -10583979.119927 + Penalty 3699.348818 = -10580279.771109
  nChanged 1093
		SP:Iteration 10Q (63178.530000 sec): 3 clusters
  Score: Raw -10584258.828841 + Penalty 3699.348818 = -10580559.480023
  nChanged 1097
		SP:Iteration 11Q (63179.210000 sec): 3 clusters
  Score: Raw -10584549.151052 + Penalty 3699.348818 = -10580849.802234
  nChanged 1028
		SP:Iteration 12Q (63179.830000 sec): 3 clusters
  Score: Raw -10584827.579938 + Penalty 3699.348818 = -10581128.231120
  nChanged 1016
		SP:Iteration 13Q (63180.440000 sec): 3 clusters
  Score: Raw -10585111.241176 + Penalty 3699.348818 = -10581411.892358
  nChanged 965
		SP:Iteration 14Q (63181.050000 sec): 3 clusters
  Score: Raw -10585399.031531 + Penalty 3699.348818 = -10581699.682713
  nChanged 883
		SP:Iteration 15Q (63181.640000 sec): 3 clusters
  Score: Raw -10585679.501981 + Penalty 3699.348818 = -10581980.153164
  nChanged 785
		SP:Iteration 16Q (63182.180000 sec): 3 clusters
  Score: Raw -10585966.146844 + Penalty 3699.348818 = -10582266.798026
  nChanged 690
		SP:Iteration 17Q (63182.770000 sec): 3 clusters
  Score: Raw -10586206.104608 + Penalty 3699.348818 = -10582506.755790
  nChanged 595
		SP:Iteration 18Q (63183.350000 sec): 3 clusters
  Score: Raw -10586415.343449 + Penalty 3699.348818 = -10582715.994631
  nChanged 536
		SP:Iteration 19Q (63183.970000 sec): 3 clusters
  Score: Raw -10586574.801290 + Penalty 3699.348818 = -10582875.452472
  nChanged 459
		SP:Iteration 20F (63184.510000 sec): 3 clusters
  Score: Raw -10586690.933016 + Penalty 3699.348818 = -10582991.584199
  nChanged 398
		SP:Iteration 21Q (63185.130000 sec): 3 clusters
  Score: Raw -10586775.965103 + Penalty 3699.348818 = -10583076.616285
  nChanged 326
		SP:Iteration 22Q (63185.760000 sec): 3 clusters
  Score: Raw -10586839.173663 + Penalty 3699.348818 = -10583139.824845
  nChanged 270
		SP:Iteration 23Q (63186.450000 sec): 3 clusters
  Score: Raw -10586888.367742 + Penalty 3699.348818 = -10583189.018925
  nChanged 220
		SP:Iteration 24Q (63187.110000 sec): 3 clusters
  Score: Raw -10586928.205901 + Penalty 3699.348818 = -10583228.857083
  nChanged 192
		SP:Iteration 25Q (63187.840000 sec): 3 clusters
  Score: Raw -10586963.225366 + Penalty 3699.348818 = -10583263.876549
  nChanged 175
		SP:Iteration 26Q (63188.490000 sec): 3 clusters
  Score: Raw -10586995.610417 + Penalty 3699.348818 = -10583296.261599
  nChanged 152
		SP:Iteration 27Q (63189.170000 sec): 3 clusters
  Score: Raw -10587021.370017 + Penalty 3699.348818 = -10583322.021199
  nChanged 141
		SP:Iteration 28Q (63189.730000 sec): 3 clusters
  Score: Raw -10587044.569885 + Penalty 3699.348818 = -10583345.221067
  nChanged 136
		SP:Iteration 29Q (63190.370000 sec): 3 clusters
  Score: Raw -10587067.552495 + Penalty 3699.348818 = -10583368.203677
  nChanged 118
		SP:Iteration 30Q (63191.080000 sec): 3 clusters
  Score: Raw -10587084.451241 + Penalty 3699.348818 = -10583385.102423
  nChanged 95
		SP:Iteration 31Q (63191.680000 sec): 3 clusters
  Score: Raw -10587099.114296 + Penalty 3699.348818 = -10583399.765478
  nChanged 103
		SP:Iteration 32Q (63192.240000 sec): 3 clusters
  Score: Raw -10587112.906610 + Penalty 3699.348818 = -10583413.557792
  nChanged 70
		SP:Iteration 33Q (63192.830000 sec): 3 clusters
  Score: Raw -10587123.238369 + Penalty 3699.348818 = -10583423.889551
  nChanged 75
		SP:Iteration 34Q (63193.430000 sec): 3 clusters
  Score: Raw -10587133.985399 + Penalty 3699.348818 = -10583434.636581
  nChanged 77
		SP:Iteration 35Q (63194.100000 sec): 3 clusters
  Score: Raw -10587145.466416 + Penalty 3699.348818 = -10583446.117598
  nChanged 80
		SP:Iteration 36Q (63194.740000 sec): 3 clusters
  Score: Raw -10587156.302409 + Penalty 3699.348818 = -10583456.953592
  nChanged 69
		SP:Iteration 37Q (63195.420000 sec): 3 clusters
  Score: Raw -10587165.147955 + Penalty 3699.348818 = -10583465.799137
  nChanged 76
		SP:Iteration 38Q (63196.100000 sec): 3 clusters
  Score: Raw -10587175.085579 + Penalty 3699.348818 = -10583475.736761
  nChanged 59
		SP:Iteration 39Q (63196.620000 sec): 3 clusters
  Score: Raw -10587182.478239 + Penalty 3699.348818 = -10583483.129421
  nChanged 52
		SP:Iteration 40F (63197.220000 sec): 3 clusters
  Score: Raw -10587188.044750 + Penalty 3699.348818 = -10583488.695932
  nChanged 36
		SP:Iteration 41Q (63197.830000 sec): 3 clusters
  Score: Raw -10587192.574124 + Penalty 3699.348818 = -10583493.225306
  nChanged 38
		SP:Iteration 42Q (63198.460000 sec): 3 clusters
  Score: Raw -10587197.288580 + Penalty 3699.348818 = -10583497.939762
  nChanged 31
		SP:Iteration 43Q (63199.100000 sec): 3 clusters
  Score: Raw -10587200.692998 + Penalty 3699.348818 = -10583501.344180
  nChanged 32
		SP:Iteration 44Q (63199.780000 sec): 3 clusters
  Score: Raw -10587204.454005 + Penalty 3699.348818 = -10583505.105187
  nChanged 26
		SP:Iteration 45Q (63200.360000 sec): 3 clusters
  Score: Raw -10587206.994397 + Penalty 3699.348818 = -10583507.645579
  nChanged 31
		SP:Iteration 46Q (63200.920000 sec): 3 clusters
  Score: Raw -10587210.842373 + Penalty 3699.348818 = -10583511.493555
  nChanged 30
		SP:Iteration 47Q (63201.500000 sec): 3 clusters
  Score: Raw -10587214.814630 + Penalty 3699.348818 = -10583515.465812
  nChanged 25
		SP:Iteration 48Q (63202.140000 sec): 3 clusters
  Score: Raw -10587217.603310 + Penalty 3699.348818 = -10583518.254493
  nChanged 27
		SP:Iteration 49Q (63202.710000 sec): 3 clusters
  Score: Raw -10587221.114988 + Penalty 3699.348818 = -10583521.766170
  nChanged 27
		SP:Iteration 50Q (63203.260000 sec): 3 clusters
  Score: Raw -10587224.993304 + Penalty 3699.348818 = -10583525.644487
  nChanged 29
		SP:Iteration 51Q (63203.800000 sec): 3 clusters
  Score: Raw -10587228.649374 + Penalty 3699.348818 = -10583529.300556
  nChanged 20
		SP:Iteration 52Q (63204.400000 sec): 3 clusters
  Score: Raw -10587230.436702 + Penalty 3699.348818 = -10583531.087884
  nChanged 19
		SP:Iteration 53Q (63204.940000 sec): 3 clusters
  Score: Raw -10587232.197410 + Penalty 3699.348818 = -10583532.848592
  nChanged 14
		SP:Iteration 54Q (63205.550000 sec): 3 clusters
  Score: Raw -10587233.819627 + Penalty 3699.348818 = -10583534.470809
  nChanged 17
		SP:Iteration 55Q (63206.170000 sec): 3 clusters
  Score: Raw -10587235.499560 + Penalty 3699.348818 = -10583536.150742
  nChanged 16
		SP:Iteration 56Q (63206.750000 sec): 3 clusters
  Score: Raw -10587237.374562 + Penalty 3699.348818 = -10583538.025744
  nChanged 19
		SP:Iteration 57Q (63207.370000 sec): 3 clusters
  Score: Raw -10587239.483048 + Penalty 3699.348818 = -10583540.134230
  nChanged 15
		SP:Iteration 58Q (63208.000000 sec): 3 clusters
  Score: Raw -10587240.911047 + Penalty 3699.348818 = -10583541.562229
  nChanged 12
		SP:Iteration 59Q (63208.580000 sec): 3 clusters
  Score: Raw -10587242.018869 + Penalty 3699.348818 = -10583542.670051
  nChanged 13
		SP:Iteration 60F (63209.180000 sec): 3 clusters
  Score: Raw -10587243.274078 + Penalty 3699.348818 = -10583543.925260
  nChanged 6
		SP:Iteration 61Q (63209.700000 sec): 3 clusters
  Score: Raw -10587244.236034 + Penalty 3699.348818 = -10583544.887216
  nChanged 12
		SP:Iteration 62Q (63210.310000 sec): 3 clusters
  Score: Raw -10587245.767083 + Penalty 3699.348818 = -10583546.418265
  nChanged 15
		SP:Iteration 63Q (63210.940000 sec): 3 clusters
  Score: Raw -10587246.947247 + Penalty 3699.348818 = -10583547.598429
  nChanged 9
		SP:Iteration 64Q (63211.450000 sec): 3 clusters
  Score: Raw -10587247.588860 + Penalty 3699.348818 = -10583548.240043
  nChanged 3
		SP:Iteration 65Q (63212.030000 sec): 3 clusters
  Score: Raw -10587247.817792 + Penalty 3699.348818 = -10583548.468974
  nChanged 3
		SP:Iteration 66Q (63212.530000 sec): 3 clusters
  Score: Raw -10587248.004967 + Penalty 3699.348818 = -10583548.656149
  nChanged 3
		SP:Iteration 67Q (63213.010000 sec): 3 clusters
  Score: Raw -10587248.245938 + Penalty 3699.348818 = -10583548.897120
  nChanged 3
		SP:Iteration 68Q (63213.570000 sec): 3 clusters
  Score: Raw -10587248.439781 + Penalty 3699.348818 = -10583549.090963
  nChanged 2
		SP:Iteration 69Q (63214.120000 sec): 3 clusters
  Score: Raw -10587248.566605 + Penalty 3699.348818 = -10583549.217787
  nChanged 1
		SP:Iteration 70Q (63214.650000 sec): 3 clusters
  Score: Raw -10587248.711803 + Penalty 3699.348818 = -10583549.362985
  nChanged 1
		SP:Iteration 71Q (63215.150000 sec): 3 clusters
  Score: Raw -10587248.737335 + Penalty 3699.348818 = -10583549.388517
  nChanged 1
		SP:Iteration 72Q (63215.720000 sec): 3 clusters
  Score: Raw -10587248.846766 + Penalty 3699.348818 = -10583549.497949
  nChanged 0
		SP:Iteration 73F (63216.250000 sec): 3 clusters
  Score: Raw -10587248.846766 + Penalty 3699.348818 = -10583549.497949
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (2683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63216.390000 sec): 2 clusters
  Score: Raw -260236.188028 + Penalty 1282.887263 = -258953.300765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63216.630000 sec): 3 clusters
  Score: Raw -259544.819808 + Penalty 2565.774526 = -256979.045281
  nChanged 1185
		SP:Iteration 1F (63216.800000 sec): 3 clusters
  Score: Raw -267247.316997 + Penalty 2565.774526 = -264681.542471
  nChanged 355
		SP:Iteration 2F (63217.030000 sec): 3 clusters
  Score: Raw -270939.245560 + Penalty 2565.774526 = -268373.471033
  nChanged 105
		SP:Iteration 3Q (63217.240000 sec): 3 clusters
  Score: Raw -271794.336627 + Penalty 2565.774526 = -269228.562101
  nChanged 42
		SP:Iteration 4Q (63217.480000 sec): 3 clusters
  Score: Raw -271889.400453 + Penalty 2565.774526 = -269323.625927
  nChanged 18
		SP:Iteration 5Q (63217.680000 sec): 3 clusters
  Score: Raw -271911.172469 + Penalty 2565.774526 = -269345.397943
  nChanged 6
		SP:Iteration 6Q (63217.830000 sec): 3 clusters
  Score: Raw -271919.682010 + Penalty 2565.774526 = -269353.907484
  nChanged 5
		SP:Iteration 7Q (63218.050000 sec): 3 clusters
  Score: Raw -271924.787134 + Penalty 2565.774526 = -269359.012608
  nChanged 2
		SP:Iteration 8Q (63218.220000 sec): 3 clusters
  Score: Raw -271926.828508 + Penalty 2565.774526 = -269361.053981
  nChanged 4
		SP:Iteration 9Q (63218.400000 sec): 3 clusters
  Score: Raw -271930.198488 + Penalty 2565.774526 = -269364.423961
  nChanged 5
		SP:Iteration 10Q (63218.570000 sec): 3 clusters
  Score: Raw -271932.792044 + Penalty 2565.774526 = -269367.017517
  nChanged 3
		SP:Iteration 11Q (63218.740000 sec): 3 clusters
  Score: Raw -271934.029982 + Penalty 2565.774526 = -269368.255455
  nChanged 0
		SP:Iteration 12F (63218.970000 sec): 3 clusters
  Score: Raw -271934.029982 + Penalty 2565.774526 = -269368.255455
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (61565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63219.320000 sec): 2 clusters
  Score: Raw -7133649.330831 + Penalty 1792.025431 = -7131857.305400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63219.800000 sec): 3 clusters
  Score: Raw -7094425.690132 + Penalty 3584.050862 = -7090841.639270
  nChanged 29029
		SP:Iteration 1F (63220.210000 sec): 3 clusters
  Score: Raw -7111208.230012 + Penalty 3584.050862 = -7107624.179150
  nChanged 3102
		SP:Iteration 2F (63220.660000 sec): 3 clusters
  Score: Raw -7112561.320567 + Penalty 3584.050862 = -7108977.269705
  nChanged 3538
		SP:Iteration 3F (63221.060000 sec): 3 clusters
  Score: Raw -7114432.089352 + Penalty 3584.050862 = -7110848.038490
  nChanged 4006
		SP:Iteration 4F (63221.510000 sec): 3 clusters
  Score: Raw -7116851.425035 + Penalty 3584.050862 = -7113267.374173
  nChanged 4102
		SP:Iteration 5F (63221.980000 sec): 3 clusters
  Score: Raw -7119482.850986 + Penalty 3584.050862 = -7115898.800124
  nChanged 4104
		SP:Iteration 6F (63222.410000 sec): 3 clusters
  Score: Raw -7122099.015562 + Penalty 3584.050862 = -7118514.964700
  nChanged 3742
		SP:Iteration 7F (63222.850000 sec): 3 clusters
  Score: Raw -7124532.051681 + Penalty 3584.050862 = -7120948.000819
  nChanged 3284
		SP:Iteration 8F (63223.250000 sec): 3 clusters
  Score: Raw -7126844.563695 + Penalty 3584.050862 = -7123260.512833
  nChanged 2825
		SP:Iteration 9Q (63223.760000 sec): 3 clusters
  Score: Raw -7128966.943291 + Penalty 3584.050862 = -7125382.892429
  nChanged 2330
		SP:Iteration 10Q (63224.210000 sec): 3 clusters
  Score: Raw -7130666.439562 + Penalty 3584.050862 = -7127082.388700
  nChanged 1821
		SP:Iteration 11Q (63224.670000 sec): 3 clusters
  Score: Raw -7131945.280832 + Penalty 3584.050862 = -7128361.229970
  nChanged 1331
		SP:Iteration 12Q (63225.100000 sec): 3 clusters
  Score: Raw -7132839.291450 + Penalty 3584.050862 = -7129255.240588
  nChanged 1047
		SP:Iteration 13Q (63225.570000 sec): 3 clusters
  Score: Raw -7133500.882760 + Penalty 3584.050862 = -7129916.831898
  nChanged 755
		SP:Iteration 14Q (63226.020000 sec): 3 clusters
  Score: Raw -7133931.280332 + Penalty 3584.050862 = -7130347.229470
  nChanged 557
		SP:Iteration 15Q (63226.440000 sec): 3 clusters
  Score: Raw -7134204.249746 + Penalty 3584.050862 = -7130620.198884
  nChanged 398
		SP:Iteration 16Q (63226.870000 sec): 3 clusters
  Score: Raw -7134378.872960 + Penalty 3584.050862 = -7130794.822098
  nChanged 286
		SP:Iteration 17Q (63227.280000 sec): 3 clusters
  Score: Raw -7134481.226292 + Penalty 3584.050862 = -7130897.175430
  nChanged 215
		SP:Iteration 18Q (63227.700000 sec): 3 clusters
  Score: Raw -7134553.453914 + Penalty 3584.050862 = -7130969.403052
  nChanged 174
		SP:Iteration 19Q (63228.130000 sec): 3 clusters
  Score: Raw -7134609.178087 + Penalty 3584.050862 = -7131025.127225
  nChanged 151
		SP:Iteration 20F (63228.590000 sec): 3 clusters
  Score: Raw -7134654.542231 + Penalty 3584.050862 = -7131070.491369
  nChanged 122
		SP:Iteration 21Q (63229.030000 sec): 3 clusters
  Score: Raw -7134689.043065 + Penalty 3584.050862 = -7131104.992203
  nChanged 103
		SP:Iteration 22Q (63229.490000 sec): 3 clusters
  Score: Raw -7134720.482507 + Penalty 3584.050862 = -7131136.431645
  nChanged 87
		SP:Iteration 23Q (63229.950000 sec): 3 clusters
  Score: Raw -7134743.766871 + Penalty 3584.050862 = -7131159.716009
  nChanged 73
		SP:Iteration 24Q (63230.390000 sec): 3 clusters
  Score: Raw -7134761.055714 + Penalty 3584.050862 = -7131177.004852
  nChanged 58
		SP:Iteration 25Q (63230.820000 sec): 3 clusters
  Score: Raw -7134772.424451 + Penalty 3584.050862 = -7131188.373589
  nChanged 42
		SP:Iteration 26Q (63231.220000 sec): 3 clusters
  Score: Raw -7134781.408895 + Penalty 3584.050862 = -7131197.358033
  nChanged 42
		SP:Iteration 27Q (63231.650000 sec): 3 clusters
  Score: Raw -7134791.911063 + Penalty 3584.050862 = -7131207.860201
  nChanged 46
		SP:Iteration 28Q (63232.070000 sec): 3 clusters
  Score: Raw -7134801.987986 + Penalty 3584.050862 = -7131217.937124
  nChanged 30
		SP:Iteration 29Q (63232.460000 sec): 3 clusters
  Score: Raw -7134808.464881 + Penalty 3584.050862 = -7131224.414019
  nChanged 27
		SP:Iteration 30Q (63232.910000 sec): 3 clusters
  Score: Raw -7134815.769448 + Penalty 3584.050862 = -7131231.718586
  nChanged 33
		SP:Iteration 31Q (63233.280000 sec): 3 clusters
  Score: Raw -7134822.309061 + Penalty 3584.050862 = -7131238.258199
  nChanged 26
		SP:Iteration 32Q (63233.690000 sec): 3 clusters
  Score: Raw -7134827.446810 + Penalty 3584.050862 = -7131243.395948
  nChanged 21
		SP:Iteration 33Q (63234.110000 sec): 3 clusters
  Score: Raw -7134832.021449 + Penalty 3584.050862 = -7131247.970587
  nChanged 17
		SP:Iteration 34Q (63234.570000 sec): 3 clusters
  Score: Raw -7134836.039762 + Penalty 3584.050862 = -7131251.988900
  nChanged 18
		SP:Iteration 35Q (63235.010000 sec): 3 clusters
  Score: Raw -7134840.101444 + Penalty 3584.050862 = -7131256.050581
  nChanged 21
		SP:Iteration 36Q (63235.450000 sec): 3 clusters
  Score: Raw -7134844.431942 + Penalty 3584.050862 = -7131260.381080
  nChanged 20
		SP:Iteration 37Q (63235.900000 sec): 3 clusters
  Score: Raw -7134848.413483 + Penalty 3584.050862 = -7131264.362621
  nChanged 19
		SP:Iteration 38Q (63236.320000 sec): 3 clusters
  Score: Raw -7134852.065809 + Penalty 3584.050862 = -7131268.014947
  nChanged 13
		SP:Iteration 39Q (63236.860000 sec): 3 clusters
  Score: Raw -7134854.068102 + Penalty 3584.050862 = -7131270.017240
  nChanged 8
		SP:Iteration 40F (63237.340000 sec): 3 clusters
  Score: Raw -7134855.394874 + Penalty 3584.050862 = -7131271.344012
  nChanged 10
		SP:Iteration 41Q (63237.810000 sec): 3 clusters
  Score: Raw -7134857.162056 + Penalty 3584.050862 = -7131273.111194
  nChanged 6
		SP:Iteration 42Q (63238.280000 sec): 3 clusters
  Score: Raw -7134857.978475 + Penalty 3584.050862 = -7131273.927613
  nChanged 4
		SP:Iteration 43Q (63238.780000 sec): 3 clusters
  Score: Raw -7134858.566699 + Penalty 3584.050862 = -7131274.515837
  nChanged 9
		SP:Iteration 44Q (63239.240000 sec): 3 clusters
  Score: Raw -7134860.251964 + Penalty 3584.050862 = -7131276.201102
  nChanged 6
		SP:Iteration 45Q (63239.790000 sec): 3 clusters
  Score: Raw -7134861.387759 + Penalty 3584.050862 = -7131277.336897
  nChanged 6
		SP:Iteration 46Q (63240.220000 sec): 3 clusters
  Score: Raw -7134862.211068 + Penalty 3584.050862 = -7131278.160206
  nChanged 4
		SP:Iteration 47Q (63240.740000 sec): 3 clusters
  Score: Raw -7134863.031988 + Penalty 3584.050862 = -7131278.981126
  nChanged 5
		SP:Iteration 48Q (63241.240000 sec): 3 clusters
  Score: Raw -7134863.940166 + Penalty 3584.050862 = -7131279.889304
  nChanged 4
		SP:Iteration 49Q (63241.680000 sec): 3 clusters
  Score: Raw -7134865.082978 + Penalty 3584.050862 = -7131281.032116
  nChanged 5
		SP:Iteration 50Q (63242.180000 sec): 3 clusters
  Score: Raw -7134866.575354 + Penalty 3584.050862 = -7131282.524492
  nChanged 4
		SP:Iteration 51Q (63242.620000 sec): 3 clusters
  Score: Raw -7134866.873094 + Penalty 3584.050862 = -7131282.822232
  nChanged 0
		SP:Iteration 52F (63243.140000 sec): 3 clusters
  Score: Raw -7134866.873094 + Penalty 3584.050862 = -7131282.822232
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (90944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63243.640000 sec): 2 clusters
  Score: Raw -10266616.879287 + Penalty 1855.424872 = -10264761.454415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63244.300000 sec): 3 clusters
  Score: Raw -10207730.552531 + Penalty 3710.849744 = -10204019.702787
  nChanged 43533
		SP:Iteration 1F (63244.940000 sec): 3 clusters
  Score: Raw -10237789.422400 + Penalty 3710.849744 = -10234078.572656
  nChanged 8038
		SP:Iteration 2F (63245.480000 sec): 3 clusters
  Score: Raw -10246101.640981 + Penalty 3710.849744 = -10242390.791237
  nChanged 9031
		SP:Iteration 3F (63246.130000 sec): 3 clusters
  Score: Raw -10254831.796576 + Penalty 3710.849744 = -10251120.946833
  nChanged 7845
		SP:Iteration 4F (63246.740000 sec): 3 clusters
  Score: Raw -10260849.529388 + Penalty 3710.849744 = -10257138.679645
  nChanged 5838
		SP:Iteration 5F (63247.300000 sec): 3 clusters
  Score: Raw -10264540.082930 + Penalty 3710.849744 = -10260829.233186
  nChanged 4449
		SP:Iteration 6Q (63247.950000 sec): 3 clusters
  Score: Raw -10267171.842841 + Penalty 3710.849744 = -10263460.993098
  nChanged 3649
		SP:Iteration 7Q (63248.640000 sec): 3 clusters
  Score: Raw -10269295.411164 + Penalty 3710.849744 = -10265584.561420
  nChanged 3245
		SP:Iteration 8Q (63249.310000 sec): 3 clusters
  Score: Raw -10271178.628110 + Penalty 3710.849744 = -10267467.778366
  nChanged 3056
		SP:Iteration 9Q (63250.000000 sec): 3 clusters
  Score: Raw -10272915.281875 + Penalty 3710.849744 = -10269204.432131
  nChanged 2937
		SP:Iteration 10Q (63250.650000 sec): 3 clusters
  Score: Raw -10274705.287391 + Penalty 3710.849744 = -10270994.437647
  nChanged 2997
		SP:Iteration 11Q (63251.340000 sec): 3 clusters
  Score: Raw -10276850.157747 + Penalty 3710.849744 = -10273139.308003
  nChanged 2989
		SP:Iteration 12Q (63251.980000 sec): 3 clusters
  Score: Raw -10279178.774136 + Penalty 3710.849744 = -10275467.924392
  nChanged 2883
		SP:Iteration 13Q (63252.580000 sec): 3 clusters
  Score: Raw -10281335.754015 + Penalty 3710.849744 = -10277624.904271
  nChanged 2583
		SP:Iteration 14Q (63253.180000 sec): 3 clusters
  Score: Raw -10283054.519577 + Penalty 3710.849744 = -10279343.669834
  nChanged 2314
		SP:Iteration 15Q (63253.730000 sec): 3 clusters
  Score: Raw -10284488.294529 + Penalty 3710.849744 = -10280777.444785
  nChanged 2100
		SP:Iteration 16Q (63254.380000 sec): 3 clusters
  Score: Raw -10285775.616543 + Penalty 3710.849744 = -10282064.766800
  nChanged 1922
		SP:Iteration 17Q (63255.000000 sec): 3 clusters
  Score: Raw -10286960.452908 + Penalty 3710.849744 = -10283249.603164
  nChanged 1716
		SP:Iteration 18Q (63255.600000 sec): 3 clusters
  Score: Raw -10287906.483549 + Penalty 3710.849744 = -10284195.633805
  nChanged 1400
		SP:Iteration 19Q (63256.150000 sec): 3 clusters
  Score: Raw -10288583.249686 + Penalty 3710.849744 = -10284872.399942
  nChanged 1143
		SP:Iteration 20F (63256.750000 sec): 3 clusters
  Score: Raw -10289074.124731 + Penalty 3710.849744 = -10285363.274987
  nChanged 948
		SP:Iteration 21Q (63257.360000 sec): 3 clusters
  Score: Raw -10289462.935185 + Penalty 3710.849744 = -10285752.085441
  nChanged 825
		SP:Iteration 22Q (63257.930000 sec): 3 clusters
  Score: Raw -10289773.316526 + Penalty 3710.849744 = -10286062.466783
  nChanged 670
		SP:Iteration 23Q (63258.490000 sec): 3 clusters
  Score: Raw -10290000.350756 + Penalty 3710.849744 = -10286289.501013
  nChanged 577
		SP:Iteration 24Q (63259.080000 sec): 3 clusters
  Score: Raw -10290171.112361 + Penalty 3710.849744 = -10286460.262617
  nChanged 486
		SP:Iteration 25Q (63259.700000 sec): 3 clusters
  Score: Raw -10290296.610578 + Penalty 3710.849744 = -10286585.760834
  nChanged 388
		SP:Iteration 26Q (63260.270000 sec): 3 clusters
  Score: Raw -10290387.258006 + Penalty 3710.849744 = -10286676.408262
  nChanged 301
		SP:Iteration 27Q (63260.900000 sec): 3 clusters
  Score: Raw -10290448.192203 + Penalty 3710.849744 = -10286737.342460
  nChanged 248
		SP:Iteration 28Q (63261.490000 sec): 3 clusters
  Score: Raw -10290494.043841 + Penalty 3710.849744 = -10286783.194097
  nChanged 207
		SP:Iteration 29Q (63262.060000 sec): 3 clusters
  Score: Raw -10290534.573630 + Penalty 3710.849744 = -10286823.723886
  nChanged 189
		SP:Iteration 30Q (63262.660000 sec): 3 clusters
  Score: Raw -10290567.243618 + Penalty 3710.849744 = -10286856.393874
  nChanged 138
		SP:Iteration 31Q (63263.310000 sec): 3 clusters
  Score: Raw -10290596.332800 + Penalty 3710.849744 = -10286885.483057
  nChanged 140
		SP:Iteration 32Q (63263.880000 sec): 3 clusters
  Score: Raw -10290637.209669 + Penalty 3710.849744 = -10286926.359926
  nChanged 130
		SP:Iteration 33Q (63264.460000 sec): 3 clusters
  Score: Raw -10290681.582120 + Penalty 3710.849744 = -10286970.732376
  nChanged 148
		SP:Iteration 34Q (63265.070000 sec): 3 clusters
  Score: Raw -10290737.050838 + Penalty 3710.849744 = -10287026.201094
  nChanged 152
		SP:Iteration 35Q (63265.630000 sec): 3 clusters
  Score: Raw -10290822.444469 + Penalty 3710.849744 = -10287111.594726
  nChanged 199
		SP:Iteration 36Q (63266.220000 sec): 3 clusters
  Score: Raw -10291010.166496 + Penalty 3710.849744 = -10287299.316753
  nChanged 273
		SP:Iteration 37Q (63266.840000 sec): 3 clusters
  Score: Raw -10291347.832108 + Penalty 3710.849744 = -10287636.982364
  nChanged 332
		SP:Iteration 38Q (63267.380000 sec): 3 clusters
  Score: Raw -10291751.860884 + Penalty 3710.849744 = -10288041.011140
  nChanged 282
		SP:Iteration 39Q (63267.980000 sec): 3 clusters
  Score: Raw -10291911.903405 + Penalty 3710.849744 = -10288201.053661
  nChanged 195
		SP:Iteration 40F (63268.610000 sec): 3 clusters
  Score: Raw -10291947.559352 + Penalty 3710.849744 = -10288236.709608
  nChanged 100
		SP:Iteration 41Q (63269.220000 sec): 3 clusters
  Score: Raw -10291958.012251 + Penalty 3710.849744 = -10288247.162507
  nChanged 47
		SP:Iteration 42Q (63269.780000 sec): 3 clusters
  Score: Raw -10291960.862359 + Penalty 3710.849744 = -10288250.012615
  nChanged 23
		SP:Iteration 43Q (63270.360000 sec): 3 clusters
  Score: Raw -10291961.755703 + Penalty 3710.849744 = -10288250.905960
  nChanged 9
		SP:Iteration 44Q (63270.940000 sec): 3 clusters
  Score: Raw -10291962.059530 + Penalty 3710.849744 = -10288251.209786
  nChanged 3
		SP:Iteration 45Q (63271.500000 sec): 3 clusters
  Score: Raw -10291962.190156 + Penalty 3710.849744 = -10288251.340412
  nChanged 3
		SP:Iteration 46Q (63272.020000 sec): 3 clusters
  Score: Raw -10291962.408005 + Penalty 3710.849744 = -10288251.558261
  nChanged 6
		SP:Iteration 47Q (63272.560000 sec): 3 clusters
  Score: Raw -10291962.766281 + Penalty 3710.849744 = -10288251.916537
  nChanged 5
		SP:Iteration 48Q (63273.080000 sec): 3 clusters
  Score: Raw -10291962.989203 + Penalty 3710.849744 = -10288252.139460
  nChanged 3
		SP:Iteration 49Q (63273.600000 sec): 3 clusters
  Score: Raw -10291963.082341 + Penalty 3710.849744 = -10288252.232597
  nChanged 1
		SP:Iteration 50Q (63274.120000 sec): 3 clusters
  Score: Raw -10291963.099774 + Penalty 3710.849744 = -10288252.250031
  nChanged 0
		SP:Iteration 51F (63274.700000 sec): 3 clusters
  Score: Raw -10291963.099774 + Penalty 3710.849744 = -10288252.250031
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Iteration 20F (63375.820000 sec): 36 clusters
  Score: Raw -223201122.361680 + Penalty 82272.603683 = -223118849.757998
  nChanged 97675
Iteration 21F (63484.820000 sec): 36 clusters
  Score: Raw -223242247.178963 + Penalty 82272.603683 = -223159974.575280
  nChanged 60674
Iteration 22Q (63552.080000 sec): 36 clusters
  Score: Raw -223267781.328571 + Penalty 82272.603683 = -223185508.724889
  nChanged 50761
Iteration 23Q (63615.680000 sec): 36 clusters
  Score: Raw -223288178.712777 + Penalty 82272.603683 = -223205906.109094
  nChanged 44709
Iteration 24Q (63672.730000 sec): 36 clusters
  Score: Raw -223305045.351336 + Penalty 82272.603683 = -223222772.747654
  nChanged 40195
Iteration 25Q (63730.760000 sec): 36 clusters
  Score: Raw -223319092.553564 + Penalty 82272.603683 = -223236819.949881
  nChanged 36383
Iteration 26Q (63788.030000 sec): 36 clusters
  Score: Raw -223330631.124142 + Penalty 82272.603683 = -223248358.520460
  nChanged 33402
Iteration 27Q (63847.950000 sec): 36 clusters
  Score: Raw -223340258.465076 + Penalty 82272.603683 = -223257985.861393
  nChanged 30679
Iteration 28Q (63910.900000 sec): 36 clusters
  Score: Raw -223348252.863038 + Penalty 82272.603683 = -223265980.259355
  nChanged 29102
Iteration 29Q (63977.400000 sec): 36 clusters
  Score: Raw -223355542.690507 + Penalty 82272.603683 = -223273270.086824
  nChanged 27986
Iteration 30Q (64048.510000 sec): 36 clusters
  Score: Raw -223362212.958397 + Penalty 82272.603683 = -223279940.354714
  nChanged 26851
Iteration 31Q (64114.880000 sec): 36 clusters
  Score: Raw -223368565.382090 + Penalty 82272.603683 = -223286292.778407
  nChanged 26301
Iteration 32Q (64184.170000 sec): 36 clusters
  Score: Raw -223374646.032518 + Penalty 82272.603683 = -223292373.428836
  nChanged 25592
Iteration 33Q (64257.870000 sec): 36 clusters
  Score: Raw -223380541.352110 + Penalty 82272.603683 = -223298268.748428
  nChanged 25053
Iteration 34Q (64330.550000 sec): 36 clusters
  Score: Raw -223386516.461809 + Penalty 82272.603683 = -223304243.858127
  nChanged 25165
Iteration 35Q (64398.640000 sec): 36 clusters
  Score: Raw -223392655.560578 + Penalty 82272.603683 = -223310382.956895
  nChanged 24758
Iteration 36Q (64471.960000 sec): 36 clusters
  Score: Raw -223399130.023308 + Penalty 82272.603683 = -223316857.419625
  nChanged 24202
Iteration 37Q (64543.960000 sec): 36 clusters
  Score: Raw -223405667.167776 + Penalty 82272.603683 = -223323394.564093
  nChanged 23482
Iteration 38Q (64614.660000 sec): 36 clusters
  Score: Raw -223412032.343842 + Penalty 82272.603683 = -223329759.740160
  nChanged 22511
Iteration 39Q (64675.260000 sec): 36 clusters
  Score: Raw -223419054.994246 + Penalty 82272.603683 = -223336782.390564
  nChanged 21751
Iteration 40F (64781.150000 sec): 36 clusters
  Score: Raw -223430242.631115 + Penalty 82272.603683 = -223347970.027433
  nChanged 22055
Iteration 41Q (64851.110000 sec): 36 clusters
  Score: Raw -223441621.614660 + Penalty 82272.603683 = -223359349.010977
  nChanged 20249
Iteration 42Q (64917.720000 sec): 36 clusters
  Score: Raw -223448371.211972 + Penalty 82272.603683 = -223366098.608290
  nChanged 16912
Iteration 43Q (64982.920000 sec): 36 clusters
  Score: Raw -223451892.121243 + Penalty 82272.603683 = -223369619.517561
  nChanged 14113
Iteration 44Q (65040.290000 sec): 36 clusters
  Score: Raw -223454054.053791 + Penalty 82272.603683 = -223371781.450108
  nChanged 11773
Iteration 45Q (65108.090000 sec): 36 clusters
  Score: Raw -223455544.283911 + Penalty 82272.603683 = -223373271.680229
  nChanged 10219
Iteration 46Q (65180.130000 sec): 36 clusters
  Score: Raw -223456690.447916 + Penalty 82272.603683 = -223374417.844234
  nChanged 9029
Iteration 47Q (65247.210000 sec): 36 clusters
  Score: Raw -223457610.475902 + Penalty 82272.603683 = -223375337.872219
  nChanged 7929
Iteration 48Q (65312.800000 sec): 36 clusters
  Score: Raw -223458375.807574 + Penalty 82272.603683 = -223376103.203892
  nChanged 7240
Iteration 49Q (65372.960000 sec): 36 clusters
  Score: Raw -223459058.186466 + Penalty 82272.603683 = -223376785.582783
  nChanged 6456
Iteration 50Q (65439.600000 sec): 36 clusters
  Score: Raw -223459634.527843 + Penalty 82272.603683 = -223377361.924160
  nChanged 5855
Iteration 51Q (65500.080000 sec): 36 clusters
  Score: Raw -223460154.890560 + Penalty 82272.603683 = -223377882.286877
  nChanged 5471
Iteration 52Q (65557.300000 sec): 36 clusters
  Score: Raw -223460642.117108 + Penalty 82272.603683 = -223378369.513425
  nChanged 5159
Iteration 53Q (65615.920000 sec): 36 clusters
  Score: Raw -223461109.110061 + Penalty 82272.603683 = -223378836.506378
  nChanged 4899
Iteration 54Q (65677.850000 sec): 36 clusters
  Score: Raw -223461556.264212 + Penalty 82272.603683 = -223379283.660530
  nChanged 4589
Iteration 55Q (65742.090000 sec): 36 clusters
  Score: Raw -223461977.303305 + Penalty 82272.603683 = -223379704.699622
  nChanged 4316
Iteration 56Q (65805.730000 sec): 36 clusters
  Score: Raw -223462354.022201 + Penalty 82272.603683 = -223380081.418518
  nChanged 4068
Iteration 57Q (65872.960000 sec): 36 clusters
  Score: Raw -223462693.349761 + Penalty 82272.603683 = -223380420.746078
  nChanged 3738
Iteration 58Q (65933.410000 sec): 36 clusters
  Score: Raw -223463000.768012 + Penalty 82272.603683 = -223380728.164330
  nChanged 3480
Writing temp clu file 
Because OldScore, -223380420.746078, is greater than current (better) Score,-223380728.164330 
 Compute initial score before splitting:   Score: Raw -223463000.768012 + Penalty 82272.603683 = -223380728.164330
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (337997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65935.470000 sec): 2 clusters
  Score: Raw -40505998.252090 + Penalty 2068.753749 = -40503929.498341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65937.130000 sec): 3 clusters
  Score: Raw -40280184.847205 + Penalty 4137.507497 = -40276047.339708
  nChanged 164929
		SP:Iteration 1F (65938.570000 sec): 3 clusters
  Score: Raw -40380847.342857 + Penalty 4137.507497 = -40376709.835359
  nChanged 13391
		SP:Iteration 2Q (65940.260000 sec): 3 clusters
  Score: Raw -40385473.138300 + Penalty 4137.507497 = -40381335.630803
  nChanged 17492
		SP:Iteration 3F (65941.790000 sec): 3 clusters
  Score: Raw -40393600.009538 + Penalty 4137.507497 = -40389462.502041
  nChanged 22622
		SP:Iteration 4F (65943.340000 sec): 3 clusters
  Score: Raw -40407181.723167 + Penalty 4137.507497 = -40403044.215670
  nChanged 26857
		SP:Iteration 5F (65945.070000 sec): 3 clusters
  Score: Raw -40426842.666297 + Penalty 4137.507497 = -40422705.158800
  nChanged 27969
		SP:Iteration 6F (65946.740000 sec): 3 clusters
  Score: Raw -40450424.752087 + Penalty 4137.507497 = -40446287.244590
  nChanged 24978
		SP:Iteration 7F (65948.520000 sec): 3 clusters
  Score: Raw -40473584.223346 + Penalty 4137.507497 = -40469446.715849
  nChanged 18383
		SP:Iteration 8F (65950.310000 sec): 3 clusters
  Score: Raw -40491353.682999 + Penalty 4137.507497 = -40487216.175502
  nChanged 10063
		SP:Iteration 9Q (65951.980000 sec): 3 clusters
  Score: Raw -40500853.024012 + Penalty 4137.507497 = -40496715.516515
  nChanged 4090
		SP:Iteration 10Q (65953.540000 sec): 3 clusters
  Score: Raw -40504522.596419 + Penalty 4137.507497 = -40500385.088922
  nChanged 1318
		SP:Iteration 11Q (65954.930000 sec): 3 clusters
  Score: Raw -40505613.878064 + Penalty 4137.507497 = -40501476.370567
  nChanged 407
		SP:Iteration 12Q (65956.260000 sec): 3 clusters
  Score: Raw -40505987.113039 + Penalty 4137.507497 = -40501849.605542
  nChanged 174
		SP:Iteration 13Q (65957.650000 sec): 3 clusters
  Score: Raw -40506161.337866 + Penalty 4137.507497 = -40502023.830369
  nChanged 112
		SP:Iteration 14Q (65959.020000 sec): 3 clusters
  Score: Raw -40506263.588232 + Penalty 4137.507497 = -40502126.080735
  nChanged 67
		SP:Iteration 15Q (65960.440000 sec): 3 clusters
  Score: Raw -40506319.466639 + Penalty 4137.507497 = -40502181.959142
  nChanged 54
		SP:Iteration 16Q (65961.630000 sec): 3 clusters
  Score: Raw -40506365.946812 + Penalty 4137.507497 = -40502228.439315
  nChanged 46
		SP:Iteration 17Q (65962.770000 sec): 3 clusters
  Score: Raw -40506392.448636 + Penalty 4137.507497 = -40502254.941139
  nChanged 29
		SP:Iteration 18Q (65963.950000 sec): 3 clusters
  Score: Raw -40506414.888631 + Penalty 4137.507497 = -40502277.381134
  nChanged 38
		SP:Iteration 19Q (65965.200000 sec): 3 clusters
  Score: Raw -40506444.690781 + Penalty 4137.507497 = -40502307.183283
  nChanged 36
		SP:Iteration 20F (65966.650000 sec): 3 clusters
  Score: Raw -40506473.044693 + Penalty 4137.507497 = -40502335.537196
  nChanged 37
		SP:Iteration 21Q (65967.920000 sec): 3 clusters
  Score: Raw -40506504.504865 + Penalty 4137.507497 = -40502366.997368
  nChanged 36
		SP:Iteration 22Q (65969.190000 sec): 3 clusters
  Score: Raw -40506532.769681 + Penalty 4137.507497 = -40502395.262184
  nChanged 26
		SP:Iteration 23Q (65970.600000 sec): 3 clusters
  Score: Raw -40506548.757929 + Penalty 4137.507497 = -40502411.250432
  nChanged 23
		SP:Iteration 24Q (65972.000000 sec): 3 clusters
  Score: Raw -40506562.656793 + Penalty 4137.507497 = -40502425.149296
  nChanged 25
		SP:Iteration 25Q (65973.330000 sec): 3 clusters
  Score: Raw -40506581.919175 + Penalty 4137.507497 = -40502444.411678
  nChanged 29
		SP:Iteration 26Q (65974.690000 sec): 3 clusters
  Score: Raw -40506603.734395 + Penalty 4137.507497 = -40502466.226898
  nChanged 31
		SP:Iteration 27Q (65976.040000 sec): 3 clusters
  Score: Raw -40506620.867592 + Penalty 4137.507497 = -40502483.360095
  nChanged 26
		SP:Iteration 28Q (65977.310000 sec): 3 clusters
  Score: Raw -40506634.851810 + Penalty 4137.507497 = -40502497.344313
  nChanged 20
		SP:Iteration 29Q (65978.670000 sec): 3 clusters
  Score: Raw -40506646.051006 + Penalty 4137.507497 = -40502508.543509
  nChanged 17
		SP:Iteration 30Q (65980.040000 sec): 3 clusters
  Score: Raw -40506654.478669 + Penalty 4137.507497 = -40502516.971172
  nChanged 17
		SP:Iteration 31Q (65981.480000 sec): 3 clusters
  Score: Raw -40506662.659333 + Penalty 4137.507497 = -40502525.151836
  nChanged 15
		SP:Iteration 32Q (65982.820000 sec): 3 clusters
  Score: Raw -40506669.043337 + Penalty 4137.507497 = -40502531.535840
  nChanged 20
		SP:Iteration 33Q (65984.200000 sec): 3 clusters
  Score: Raw -40506678.054627 + Penalty 4137.507497 = -40502540.547130
  nChanged 15
		SP:Iteration 34Q (65985.700000 sec): 3 clusters
  Score: Raw -40506684.965666 + Penalty 4137.507497 = -40502547.458169
  nChanged 13
		SP:Iteration 35Q (65987.010000 sec): 3 clusters
  Score: Raw -40506695.305300 + Penalty 4137.507497 = -40502557.797803
  nChanged 14
		SP:Iteration 36Q (65988.550000 sec): 3 clusters
  Score: Raw -40506704.882191 + Penalty 4137.507497 = -40502567.374694
  nChanged 19
		SP:Iteration 37Q (65990.020000 sec): 3 clusters
  Score: Raw -40506715.360510 + Penalty 4137.507497 = -40502577.853013
  nChanged 18
		SP:Iteration 38Q (65991.430000 sec): 3 clusters
  Score: Raw -40506727.435487 + Penalty 4137.507497 = -40502589.927990
  nChanged 19
		SP:Iteration 39Q (65992.940000 sec): 3 clusters
  Score: Raw -40506741.578271 + Penalty 4137.507497 = -40502604.070774
  nChanged 19
		SP:Iteration 40F (65994.540000 sec): 3 clusters
  Score: Raw -40506751.137866 + Penalty 4137.507497 = -40502613.630369
  nChanged 17
		SP:Iteration 41Q (65996.060000 sec): 3 clusters
  Score: Raw -40506759.580640 + Penalty 4137.507497 = -40502622.073143
  nChanged 13
		SP:Iteration 42Q (65997.510000 sec): 3 clusters
  Score: Raw -40506764.992897 + Penalty 4137.507497 = -40502627.485399
  nChanged 15
		SP:Iteration 43Q (65999.170000 sec): 3 clusters
  Score: Raw -40506773.289248 + Penalty 4137.507497 = -40502635.781751
  nChanged 12
		SP:Iteration 44Q (66000.790000 sec): 3 clusters
  Score: Raw -40506778.198757 + Penalty 4137.507497 = -40502640.691260
  nChanged 17
		SP:Iteration 45Q (66002.390000 sec): 3 clusters
  Score: Raw -40506784.486348 + Penalty 4137.507497 = -40502646.978851
  nChanged 13
		SP:Iteration 46Q (66003.980000 sec): 3 clusters
  Score: Raw -40506794.349713 + Penalty 4137.507497 = -40502656.842216
  nChanged 16
		SP:Iteration 47Q (66005.500000 sec): 3 clusters
  Score: Raw -40506803.646400 + Penalty 4137.507497 = -40502666.138903
  nChanged 9
		SP:Iteration 48Q (66006.800000 sec): 3 clusters
  Score: Raw -40506808.663028 + Penalty 4137.507497 = -40502671.155531
  nChanged 11
		SP:Iteration 49Q (66008.080000 sec): 3 clusters
  Score: Raw -40506814.162683 + Penalty 4137.507497 = -40502676.655186
  nChanged 10
		SP:Iteration 50Q (66009.290000 sec): 3 clusters
  Score: Raw -40506818.584655 + Penalty 4137.507497 = -40502681.077158
  nChanged 12
		SP:Iteration 51Q (66010.540000 sec): 3 clusters
  Score: Raw -40506824.419443 + Penalty 4137.507497 = -40502686.911946
  nChanged 9
		SP:Iteration 52Q (66011.850000 sec): 3 clusters
  Score: Raw -40506830.412487 + Penalty 4137.507497 = -40502692.904990
  nChanged 17
		SP:Iteration 53Q (66013.230000 sec): 3 clusters
  Score: Raw -40506838.592955 + Penalty 4137.507497 = -40502701.085458
  nChanged 14
		SP:Iteration 54Q (66014.530000 sec): 3 clusters
  Score: Raw -40506848.330211 + Penalty 4137.507497 = -40502710.822714
  nChanged 24
		SP:Iteration 55Q (66015.860000 sec): 3 clusters
  Score: Raw -40506861.460328 + Penalty 4137.507497 = -40502723.952831
  nChanged 25
		SP:Iteration 56Q (66017.300000 sec): 3 clusters
  Score: Raw -40506873.415556 + Penalty 4137.507497 = -40502735.908059
  nChanged 21
		SP:Iteration 57Q (66018.750000 sec): 3 clusters
  Score: Raw -40506884.153334 + Penalty 4137.507497 = -40502746.645837
  nChanged 25
		SP:Iteration 58Q (66020.120000 sec): 3 clusters
  Score: Raw -40506899.896472 + Penalty 4137.507497 = -40502762.388975
  nChanged 23
		SP:Iteration 59Q (66021.450000 sec): 3 clusters
  Score: Raw -40506912.530142 + Penalty 4137.507497 = -40502775.022645
  nChanged 28
		SP:Iteration 60F (66023.110000 sec): 3 clusters
  Score: Raw -40506928.031206 + Penalty 4137.507497 = -40502790.523709
  nChanged 27
		SP:Iteration 61Q (66024.590000 sec): 3 clusters
  Score: Raw -40506942.879626 + Penalty 4137.507497 = -40502805.372129
  nChanged 32
		SP:Iteration 62Q (66026.060000 sec): 3 clusters
  Score: Raw -40506961.124546 + Penalty 4137.507497 = -40502823.617049
  nChanged 34
		SP:Iteration 63Q (66027.450000 sec): 3 clusters
  Score: Raw -40506978.656050 + Penalty 4137.507497 = -40502841.148553
  nChanged 40
		SP:Iteration 64Q (66028.820000 sec): 3 clusters
  Score: Raw -40507001.280253 + Penalty 4137.507497 = -40502863.772755
  nChanged 41
		SP:Iteration 65Q (66030.080000 sec): 3 clusters
  Score: Raw -40507026.049491 + Penalty 4137.507497 = -40502888.541994
  nChanged 38
		SP:Iteration 66Q (66031.300000 sec): 3 clusters
  Score: Raw -40507046.404146 + Penalty 4137.507497 = -40502908.896648
  nChanged 40
		SP:Iteration 67Q (66032.600000 sec): 3 clusters
  Score: Raw -40507066.166960 + Penalty 4137.507497 = -40502928.659463
  nChanged 44
		SP:Iteration 68Q (66033.840000 sec): 3 clusters
  Score: Raw -40507086.858984 + Penalty 4137.507497 = -40502949.351487
  nChanged 31
		SP:Iteration 69Q (66035.220000 sec): 3 clusters
  Score: Raw -40507099.131819 + Penalty 4137.507497 = -40502961.624322
  nChanged 23
		SP:Iteration 70Q (66036.610000 sec): 3 clusters
  Score: Raw -40507107.597234 + Penalty 4137.507497 = -40502970.089737
  nChanged 20
		SP:Iteration 71Q (66037.940000 sec): 3 clusters
  Score: Raw -40507114.538881 + Penalty 4137.507497 = -40502977.031384
  nChanged 14
		SP:Iteration 72Q (66039.300000 sec): 3 clusters
  Score: Raw -40507119.827802 + Penalty 4137.507497 = -40502982.320305
  nChanged 15
		SP:Iteration 73Q (66040.680000 sec): 3 clusters
  Score: Raw -40507123.214703 + Penalty 4137.507497 = -40502985.707206
  nChanged 11
		SP:Iteration 74Q (66042.010000 sec): 3 clusters
  Score: Raw -40507126.848426 + Penalty 4137.507497 = -40502989.340929
  nChanged 17
		SP:Iteration 75Q (66043.200000 sec): 3 clusters
  Score: Raw -40507133.002563 + Penalty 4137.507497 = -40502995.495066
  nChanged 15
		SP:Iteration 76Q (66044.500000 sec): 3 clusters
  Score: Raw -40507139.681888 + Penalty 4137.507497 = -40503002.174391
  nChanged 22
		SP:Iteration 77Q (66045.760000 sec): 3 clusters
  Score: Raw -40507147.988922 + Penalty 4137.507497 = -40503010.481425
  nChanged 24
		SP:Iteration 78Q (66047.170000 sec): 3 clusters
  Score: Raw -40507157.282469 + Penalty 4137.507497 = -40503019.774972
  nChanged 31
		SP:Iteration 79Q (66048.560000 sec): 3 clusters
  Score: Raw -40507172.797135 + Penalty 4137.507497 = -40503035.289638
  nChanged 43
		SP:Iteration 80F (66050.360000 sec): 3 clusters
  Score: Raw -40507191.381986 + Penalty 4137.507497 = -40503053.874488
  nChanged 37
		SP:Iteration 81Q (66052.010000 sec): 3 clusters
  Score: Raw -40507207.204688 + Penalty 4137.507497 = -40503069.697191
  nChanged 35
		SP:Iteration 82Q (66053.650000 sec): 3 clusters
  Score: Raw -40507218.783411 + Penalty 4137.507497 = -40503081.275914
  nChanged 25
		SP:Iteration 83Q (66055.310000 sec): 3 clusters
  Score: Raw -40507226.379055 + Penalty 4137.507497 = -40503088.871558
  nChanged 26
		SP:Iteration 84Q (66056.840000 sec): 3 clusters
  Score: Raw -40507233.681495 + Penalty 4137.507497 = -40503096.173998
  nChanged 23
		SP:Iteration 85Q (66058.290000 sec): 3 clusters
  Score: Raw -40507240.354673 + Penalty 4137.507497 = -40503102.847176
  nChanged 22
		SP:Iteration 86Q (66059.690000 sec): 3 clusters
  Score: Raw -40507247.927811 + Penalty 4137.507497 = -40503110.420313
  nChanged 24
		SP:Iteration 87Q (66061.070000 sec): 3 clusters
  Score: Raw -40507254.445891 + Penalty 4137.507497 = -40503116.938394
  nChanged 22
		SP:Iteration 88Q (66062.450000 sec): 3 clusters
  Score: Raw -40507261.506643 + Penalty 4137.507497 = -40503123.999146
  nChanged 24
		SP:Iteration 89Q (66063.800000 sec): 3 clusters
  Score: Raw -40507269.118171 + Penalty 4137.507497 = -40503131.610674
  nChanged 26
		SP:Iteration 90Q (66065.110000 sec): 3 clusters
  Score: Raw -40507277.174617 + Penalty 4137.507497 = -40503139.667120
  nChanged 23
		SP:Iteration 91Q (66066.390000 sec): 3 clusters
  Score: Raw -40507282.357487 + Penalty 4137.507497 = -40503144.849990
  nChanged 16
		SP:Iteration 92Q (66067.650000 sec): 3 clusters
  Score: Raw -40507287.022253 + Penalty 4137.507497 = -40503149.514756
  nChanged 14
		SP:Iteration 93Q (66068.910000 sec): 3 clusters
  Score: Raw -40507290.254451 + Penalty 4137.507497 = -40503152.746954
  nChanged 13
		SP:Iteration 94Q (66070.220000 sec): 3 clusters
  Score: Raw -40507293.343344 + Penalty 4137.507497 = -40503155.835847
  nChanged 14
		SP:Iteration 95Q (66071.450000 sec): 3 clusters
  Score: Raw -40507296.303347 + Penalty 4137.507497 = -40503158.795850
  nChanged 10
		SP:Iteration 96Q (66072.750000 sec): 3 clusters
  Score: Raw -40507298.574826 + Penalty 4137.507497 = -40503161.067329
  nChanged 12
		SP:Iteration 97Q (66074.010000 sec): 3 clusters
  Score: Raw -40507301.337503 + Penalty 4137.507497 = -40503163.830006
  nChanged 7
		SP:Iteration 98Q (66075.280000 sec): 3 clusters
  Score: Raw -40507302.336956 + Penalty 4137.507497 = -40503164.829459
  nChanged 4
		SP:Iteration 99Q (66076.670000 sec): 3 clusters
  Score: Raw -40507302.885585 + Penalty 4137.507497 = -40503165.378088
  nChanged 3
		SP:Iteration 100F (66078.180000 sec): 3 clusters
  Score: Raw -40507303.279029 + Penalty 4137.507497 = -40503165.771532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (16815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66078.530000 sec): 2 clusters
  Score: Raw -2012271.912689 + Penalty 1581.129326 = -2010690.783363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66078.840000 sec): 3 clusters
  Score: Raw -2002235.027180 + Penalty 3162.258653 = -1999072.768527
  nChanged 7566
		SP:Iteration 1F (66079.090000 sec): 3 clusters
  Score: Raw -2006444.315079 + Penalty 3162.258653 = -2003282.056427
  nChanged 921
		SP:Iteration 2F (66079.430000 sec): 3 clusters
  Score: Raw -2006818.825194 + Penalty 3162.258653 = -2003656.566541
  nChanged 866
		SP:Iteration 3F (66079.680000 sec): 3 clusters
  Score: Raw -2007165.823476 + Penalty 3162.258653 = -2004003.564823
  nChanged 739
		SP:Iteration 4Q (66080.030000 sec): 3 clusters
  Score: Raw -2007476.832034 + Penalty 3162.258653 = -2004314.573381
  nChanged 728
		SP:Iteration 5Q (66080.300000 sec): 3 clusters
  Score: Raw -2007779.685301 + Penalty 3162.258653 = -2004617.426648
  nChanged 690
		SP:Iteration 6Q (66080.580000 sec): 3 clusters
  Score: Raw -2008095.567054 + Penalty 3162.258653 = -2004933.308401
  nChanged 700
		SP:Iteration 7Q (66080.920000 sec): 3 clusters
  Score: Raw -2008448.756886 + Penalty 3162.258653 = -2005286.498233
  nChanged 719
		SP:Iteration 8Q (66081.240000 sec): 3 clusters
  Score: Raw -2008864.140554 + Penalty 3162.258653 = -2005701.881902
  nChanged 787
		SP:Iteration 9Q (66081.490000 sec): 3 clusters
  Score: Raw -2009377.371554 + Penalty 3162.258653 = -2006215.112901
  nChanged 851
		SP:Iteration 10F (66081.800000 sec): 3 clusters
  Score: Raw -2010012.852227 + Penalty 3162.258653 = -2006850.593574
  nChanged 914
		SP:Iteration 11F (66082.040000 sec): 3 clusters
  Score: Raw -2010820.114088 + Penalty 3162.258653 = -2007657.855435
  nChanged 941
		SP:Iteration 12F (66082.330000 sec): 3 clusters
  Score: Raw -2011721.884796 + Penalty 3162.258653 = -2008559.626143
  nChanged 870
		SP:Iteration 13F (66082.590000 sec): 3 clusters
  Score: Raw -2012476.169531 + Penalty 3162.258653 = -2009313.910878
  nChanged 708
		SP:Iteration 14Q (66082.860000 sec): 3 clusters
  Score: Raw -2012988.083185 + Penalty 3162.258653 = -2009825.824532
  nChanged 455
		SP:Iteration 15Q (66083.100000 sec): 3 clusters
  Score: Raw -2013198.367400 + Penalty 3162.258653 = -2010036.108747
  nChanged 266
		SP:Iteration 16Q (66083.340000 sec): 3 clusters
  Score: Raw -2013296.582932 + Penalty 3162.258653 = -2010134.324279
  nChanged 183
		SP:Iteration 17Q (66083.630000 sec): 3 clusters
  Score: Raw -2013344.839183 + Penalty 3162.258653 = -2010182.580530
  nChanged 137
		SP:Iteration 18Q (66083.890000 sec): 3 clusters
  Score: Raw -2013374.088321 + Penalty 3162.258653 = -2010211.829668
  nChanged 99
		SP:Iteration 19Q (66084.170000 sec): 3 clusters
  Score: Raw -2013391.889950 + Penalty 3162.258653 = -2010229.631297
  nChanged 86
		SP:Iteration 20F (66084.410000 sec): 3 clusters
  Score: Raw -2013406.574893 + Penalty 3162.258653 = -2010244.316240
  nChanged 66
		SP:Iteration 21Q (66084.720000 sec): 3 clusters
  Score: Raw -2013416.164073 + Penalty 3162.258653 = -2010253.905420
  nChanged 50
		SP:Iteration 22Q (66084.950000 sec): 3 clusters
  Score: Raw -2013422.391061 + Penalty 3162.258653 = -2010260.132409
  nChanged 41
		SP:Iteration 23Q (66085.190000 sec): 3 clusters
  Score: Raw -2013426.763506 + Penalty 3162.258653 = -2010264.504853
  nChanged 35
		SP:Iteration 24Q (66085.470000 sec): 3 clusters
  Score: Raw -2013430.092301 + Penalty 3162.258653 = -2010267.833648
  nChanged 26
		SP:Iteration 25Q (66085.710000 sec): 3 clusters
  Score: Raw -2013432.962945 + Penalty 3162.258653 = -2010270.704292
  nChanged 22
		SP:Iteration 26Q (66086.020000 sec): 3 clusters
  Score: Raw -2013434.712540 + Penalty 3162.258653 = -2010272.453888
  nChanged 19
		SP:Iteration 27Q (66086.290000 sec): 3 clusters
  Score: Raw -2013436.024658 + Penalty 3162.258653 = -2010273.766005
  nChanged 10
		SP:Iteration 28Q (66086.540000 sec): 3 clusters
  Score: Raw -2013436.716650 + Penalty 3162.258653 = -2010274.457997
  nChanged 7
		SP:Iteration 29Q (66086.790000 sec): 3 clusters
  Score: Raw -2013437.270113 + Penalty 3162.258653 = -2010275.011460
  nChanged 5
		SP:Iteration 30Q (66087.030000 sec): 3 clusters
  Score: Raw -2013437.661867 + Penalty 3162.258653 = -2010275.403215
  nChanged 8
		SP:Iteration 31Q (66087.330000 sec): 3 clusters
  Score: Raw -2013438.260809 + Penalty 3162.258653 = -2010276.002156
  nChanged 9
		SP:Iteration 32Q (66087.620000 sec): 3 clusters
  Score: Raw -2013439.016223 + Penalty 3162.258653 = -2010276.757570
  nChanged 7
		SP:Iteration 33Q (66087.910000 sec): 3 clusters
  Score: Raw -2013439.561246 + Penalty 3162.258653 = -2010277.302593
  nChanged 10
		SP:Iteration 34Q (66088.190000 sec): 3 clusters
  Score: Raw -2013440.045627 + Penalty 3162.258653 = -2010277.786974
  nChanged 4
		SP:Iteration 35Q (66088.490000 sec): 3 clusters
  Score: Raw -2013440.183488 + Penalty 3162.258653 = -2010277.924835
  nChanged 3
		SP:Iteration 36Q (66088.700000 sec): 3 clusters
  Score: Raw -2013440.342018 + Penalty 3162.258653 = -2010278.083365
  nChanged 2
		SP:Iteration 37Q (66088.980000 sec): 3 clusters
  Score: Raw -2013440.539182 + Penalty 3162.258653 = -2010278.280529
  nChanged 1
		SP:Iteration 38Q (66089.290000 sec): 3 clusters
  Score: Raw -2013440.609160 + Penalty 3162.258653 = -2010278.350507
  nChanged 1
		SP:Iteration 39Q (66089.580000 sec): 3 clusters
  Score: Raw -2013440.653265 + Penalty 3162.258653 = -2010278.394612
  nChanged 0
		SP:Iteration 40F (66089.850000 sec): 3 clusters
  Score: Raw -2013440.653265 + Penalty 3162.258653 = -2010278.394612
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (11547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66090.010000 sec): 2 clusters
  Score: Raw -1513231.450124 + Penalty 1520.054403 = -1511711.395721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66090.260000 sec): 3 clusters
  Score: Raw -1506545.192598 + Penalty 3040.108806 = -1503505.083791
  nChanged 5042
		SP:Iteration 1F (66090.500000 sec): 3 clusters
  Score: Raw -1509180.416745 + Penalty 3040.108806 = -1506140.307939
  nChanged 630
		SP:Iteration 2F (66090.750000 sec): 3 clusters
  Score: Raw -1509414.228516 + Penalty 3040.108806 = -1506374.119710
  nChanged 528
		SP:Iteration 3Q (66091.030000 sec): 3 clusters
  Score: Raw -1509600.293195 + Penalty 3040.108806 = -1506560.184389
  nChanged 440
		SP:Iteration 4Q (66091.250000 sec): 3 clusters
  Score: Raw -1509749.356909 + Penalty 3040.108806 = -1506709.248103
  nChanged 372
		SP:Iteration 5Q (66091.490000 sec): 3 clusters
  Score: Raw -1509891.660660 + Penalty 3040.108806 = -1506851.551854
  nChanged 400
		SP:Iteration 6Q (66091.750000 sec): 3 clusters
  Score: Raw -1510047.170455 + Penalty 3040.108806 = -1507007.061648
  nChanged 419
		SP:Iteration 7Q (66091.960000 sec): 3 clusters
  Score: Raw -1510232.896410 + Penalty 3040.108806 = -1507192.787604
  nChanged 464
		SP:Iteration 8Q (66092.210000 sec): 3 clusters
  Score: Raw -1510463.611974 + Penalty 3040.108806 = -1507423.503168
  nChanged 489
		SP:Iteration 9Q (66092.500000 sec): 3 clusters
  Score: Raw -1510728.078081 + Penalty 3040.108806 = -1507687.969275
  nChanged 529
		SP:Iteration 10Q (66092.750000 sec): 3 clusters
  Score: Raw -1511065.777283 + Penalty 3040.108806 = -1508025.668477
  nChanged 564
		SP:Iteration 11Q (66092.980000 sec): 3 clusters
  Score: Raw -1511459.407139 + Penalty 3040.108806 = -1508419.298333
  nChanged 564
		SP:Iteration 12Q (66093.220000 sec): 3 clusters
  Score: Raw -1511921.868829 + Penalty 3040.108806 = -1508881.760023
  nChanged 524
		SP:Iteration 13Q (66093.460000 sec): 3 clusters
  Score: Raw -1512355.109197 + Penalty 3040.108806 = -1509315.000391
  nChanged 395
		SP:Iteration 14Q (66093.690000 sec): 3 clusters
  Score: Raw -1512684.822460 + Penalty 3040.108806 = -1509644.713654
  nChanged 261
		SP:Iteration 15Q (66093.920000 sec): 3 clusters
  Score: Raw -1512915.225085 + Penalty 3040.108806 = -1509875.116279
  nChanged 184
		SP:Iteration 16Q (66094.120000 sec): 3 clusters
  Score: Raw -1513078.382734 + Penalty 3040.108806 = -1510038.273928
  nChanged 120
		SP:Iteration 17Q (66094.340000 sec): 3 clusters
  Score: Raw -1513192.275370 + Penalty 3040.108806 = -1510152.166564
  nChanged 74
		SP:Iteration 18Q (66094.560000 sec): 3 clusters
  Score: Raw -1513258.216216 + Penalty 3040.108806 = -1510218.107409
  nChanged 49
		SP:Iteration 19Q (66094.790000 sec): 3 clusters
  Score: Raw -1513306.036632 + Penalty 3040.108806 = -1510265.927826
  nChanged 25
		SP:Iteration 20F (66095.010000 sec): 3 clusters
  Score: Raw -1513335.952885 + Penalty 3040.108806 = -1510295.844078
  nChanged 16
		SP:Iteration 21Q (66095.230000 sec): 3 clusters
  Score: Raw -1513354.736074 + Penalty 3040.108806 = -1510314.627268
  nChanged 11
		SP:Iteration 22Q (66095.470000 sec): 3 clusters
  Score: Raw -1513370.454094 + Penalty 3040.108806 = -1510330.345288
  nChanged 13
		SP:Iteration 23Q (66095.710000 sec): 3 clusters
  Score: Raw -1513386.742030 + Penalty 3040.108806 = -1510346.633224
  nChanged 9
		SP:Iteration 24Q (66095.920000 sec): 3 clusters
  Score: Raw -1513397.944884 + Penalty 3040.108806 = -1510357.836078
  nChanged 7
		SP:Iteration 25Q (66096.130000 sec): 3 clusters
  Score: Raw -1513407.473448 + Penalty 3040.108806 = -1510367.364641
  nChanged 7
		SP:Iteration 26Q (66096.360000 sec): 3 clusters
  Score: Raw -1513414.302368 + Penalty 3040.108806 = -1510374.193562
  nChanged 3
		SP:Iteration 27Q (66096.550000 sec): 3 clusters
  Score: Raw -1513418.526490 + Penalty 3040.108806 = -1510378.417683
  nChanged 3
		SP:Iteration 28Q (66096.790000 sec): 3 clusters
  Score: Raw -1513422.833481 + Penalty 3040.108806 = -1510382.724675
  nChanged 4
		SP:Iteration 29Q (66097.020000 sec): 3 clusters
  Score: Raw -1513428.347008 + Penalty 3040.108806 = -1510388.238202
  nChanged 3
		SP:Iteration 30Q (66097.290000 sec): 3 clusters
  Score: Raw -1513432.535716 + Penalty 3040.108806 = -1510392.426910
  nChanged 3
		SP:Iteration 31Q (66097.520000 sec): 3 clusters
  Score: Raw -1513436.725891 + Penalty 3040.108806 = -1510396.617085
  nChanged 2
		SP:Iteration 32Q (66097.770000 sec): 3 clusters
  Score: Raw -1513439.918862 + Penalty 3040.108806 = -1510399.810056
  nChanged 1
		SP:Iteration 33Q (66098.080000 sec): 3 clusters
  Score: Raw -1513440.942729 + Penalty 3040.108806 = -1510400.833923
  nChanged 0
		SP:Iteration 34F (66098.240000 sec): 3 clusters
  Score: Raw -1513440.942729 + Penalty 3040.108806 = -1510400.833923
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66098.400000 sec): 2 clusters
  Score: Raw -1072989.487483 + Penalty 1478.344979 = -1071511.142504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66098.690000 sec): 3 clusters
  Score: Raw -1067990.068152 + Penalty 2956.689958 = -1065033.378194
  nChanged 3863
		SP:Iteration 1F (66098.970000 sec): 3 clusters
  Score: Raw -1070251.126202 + Penalty 2956.689958 = -1067294.436244
  nChanged 805
		SP:Iteration 2F (66099.190000 sec): 3 clusters
  Score: Raw -1070869.421351 + Penalty 2956.689958 = -1067912.731392
  nChanged 776
		SP:Iteration 3F (66099.460000 sec): 3 clusters
  Score: Raw -1071558.067341 + Penalty 2956.689958 = -1068601.377383
  nChanged 722
		SP:Iteration 4F (66099.640000 sec): 3 clusters
  Score: Raw -1072148.131996 + Penalty 2956.689958 = -1069191.442038
  nChanged 557
		SP:Iteration 5F (66099.880000 sec): 3 clusters
  Score: Raw -1072484.654643 + Penalty 2956.689958 = -1069527.964685
  nChanged 390
		SP:Iteration 6Q (66100.100000 sec): 3 clusters
  Score: Raw -1072669.141478 + Penalty 2956.689958 = -1069712.451520
  nChanged 264
		SP:Iteration 7Q (66100.300000 sec): 3 clusters
  Score: Raw -1072777.412077 + Penalty 2956.689958 = -1069820.722119
  nChanged 191
		SP:Iteration 8Q (66100.520000 sec): 3 clusters
  Score: Raw -1072848.270172 + Penalty 2956.689958 = -1069891.580214
  nChanged 160
		SP:Iteration 9Q (66100.720000 sec): 3 clusters
  Score: Raw -1072904.972267 + Penalty 2956.689958 = -1069948.282309
  nChanged 132
		SP:Iteration 10Q (66100.940000 sec): 3 clusters
  Score: Raw -1072947.444953 + Penalty 2956.689958 = -1069990.754995
  nChanged 107
		SP:Iteration 11Q (66101.170000 sec): 3 clusters
  Score: Raw -1072982.056465 + Penalty 2956.689958 = -1070025.366507
  nChanged 76
		SP:Iteration 12Q (66101.420000 sec): 3 clusters
  Score: Raw -1073006.362665 + Penalty 2956.689958 = -1070049.672707
  nChanged 76
		SP:Iteration 13Q (66101.630000 sec): 3 clusters
  Score: Raw -1073029.911412 + Penalty 2956.689958 = -1070073.221454
  nChanged 73
		SP:Iteration 14Q (66101.840000 sec): 3 clusters
  Score: Raw -1073048.606772 + Penalty 2956.689958 = -1070091.916814
  nChanged 44
		SP:Iteration 15Q (66102.080000 sec): 3 clusters
  Score: Raw -1073059.213821 + Penalty 2956.689958 = -1070102.523863
  nChanged 37
		SP:Iteration 16Q (66102.310000 sec): 3 clusters
  Score: Raw -1073068.254032 + Penalty 2956.689958 = -1070111.564074
  nChanged 32
		SP:Iteration 17Q (66102.510000 sec): 3 clusters
  Score: Raw -1073076.139311 + Penalty 2956.689958 = -1070119.449352
  nChanged 32
		SP:Iteration 18Q (66102.750000 sec): 3 clusters
  Score: Raw -1073083.698588 + Penalty 2956.689958 = -1070127.008630
  nChanged 31
		SP:Iteration 19Q (66102.950000 sec): 3 clusters
  Score: Raw -1073089.830783 + Penalty 2956.689958 = -1070133.140825
  nChanged 20
		SP:Iteration 20F (66103.210000 sec): 3 clusters
  Score: Raw -1073093.249858 + Penalty 2956.689958 = -1070136.559900
  nChanged 24
		SP:Iteration 21Q (66103.410000 sec): 3 clusters
  Score: Raw -1073096.347093 + Penalty 2956.689958 = -1070139.657135
  nChanged 17
		SP:Iteration 22Q (66103.640000 sec): 3 clusters
  Score: Raw -1073099.087139 + Penalty 2956.689958 = -1070142.397181
  nChanged 16
		SP:Iteration 23Q (66103.900000 sec): 3 clusters
  Score: Raw -1073101.940428 + Penalty 2956.689958 = -1070145.250470
  nChanged 22
		SP:Iteration 24Q (66104.130000 sec): 3 clusters
  Score: Raw -1073106.910468 + Penalty 2956.689958 = -1070150.220510
  nChanged 24
		SP:Iteration 25Q (66104.320000 sec): 3 clusters
  Score: Raw -1073112.411145 + Penalty 2956.689958 = -1070155.721187
  nChanged 21
		SP:Iteration 26Q (66104.590000 sec): 3 clusters
  Score: Raw -1073117.068850 + Penalty 2956.689958 = -1070160.378892
  nChanged 18
		SP:Iteration 27Q (66104.820000 sec): 3 clusters
  Score: Raw -1073121.029203 + Penalty 2956.689958 = -1070164.339245
  nChanged 21
		SP:Iteration 28Q (66105.010000 sec): 3 clusters
  Score: Raw -1073124.868721 + Penalty 2956.689958 = -1070168.178763
  nChanged 19
		SP:Iteration 29Q (66105.210000 sec): 3 clusters
  Score: Raw -1073128.303815 + Penalty 2956.689958 = -1070171.613856
  nChanged 19
		SP:Iteration 30Q (66105.490000 sec): 3 clusters
  Score: Raw -1073131.695416 + Penalty 2956.689958 = -1070175.005458
  nChanged 15
		SP:Iteration 31Q (66105.710000 sec): 3 clusters
  Score: Raw -1073134.755632 + Penalty 2956.689958 = -1070178.065674
  nChanged 20
		SP:Iteration 32Q (66105.990000 sec): 3 clusters
  Score: Raw -1073139.141445 + Penalty 2956.689958 = -1070182.451487
  nChanged 22
		SP:Iteration 33Q (66106.210000 sec): 3 clusters
  Score: Raw -1073144.229566 + Penalty 2956.689958 = -1070187.539608
  nChanged 27
		SP:Iteration 34Q (66106.410000 sec): 3 clusters
  Score: Raw -1073149.812097 + Penalty 2956.689958 = -1070193.122139
  nChanged 26
		SP:Iteration 35Q (66106.690000 sec): 3 clusters
  Score: Raw -1073153.629212 + Penalty 2956.689958 = -1070196.939254
  nChanged 21
		SP:Iteration 36Q (66106.930000 sec): 3 clusters
  Score: Raw -1073157.085059 + Penalty 2956.689958 = -1070200.395101
  nChanged 20
		SP:Iteration 37Q (66107.210000 sec): 3 clusters
  Score: Raw -1073160.850467 + Penalty 2956.689958 = -1070204.160509
  nChanged 22
		SP:Iteration 38Q (66107.450000 sec): 3 clusters
  Score: Raw -1073164.828959 + Penalty 2956.689958 = -1070208.139001
  nChanged 20
		SP:Iteration 39Q (66107.640000 sec): 3 clusters
  Score: Raw -1073168.683173 + Penalty 2956.689958 = -1070211.993214
  nChanged 18
		SP:Iteration 40F (66107.890000 sec): 3 clusters
  Score: Raw -1073171.887615 + Penalty 2956.689958 = -1070215.197656
  nChanged 25
		SP:Iteration 41Q (66108.090000 sec): 3 clusters
  Score: Raw -1073176.102359 + Penalty 2956.689958 = -1070219.412401
  nChanged 16
		SP:Iteration 42Q (66108.290000 sec): 3 clusters
  Score: Raw -1073178.999273 + Penalty 2956.689958 = -1070222.309315
  nChanged 16
		SP:Iteration 43Q (66108.530000 sec): 3 clusters
  Score: Raw -1073182.686504 + Penalty 2956.689958 = -1070225.996546
  nChanged 19
		SP:Iteration 44Q (66108.750000 sec): 3 clusters
  Score: Raw -1073186.619644 + Penalty 2956.689958 = -1070229.929686
  nChanged 16
		SP:Iteration 45Q (66108.950000 sec): 3 clusters
  Score: Raw -1073190.366253 + Penalty 2956.689958 = -1070233.676295
  nChanged 24
		SP:Iteration 46Q (66109.180000 sec): 3 clusters
  Score: Raw -1073196.182767 + Penalty 2956.689958 = -1070239.492809
  nChanged 32
		SP:Iteration 47Q (66109.440000 sec): 3 clusters
  Score: Raw -1073204.796353 + Penalty 2956.689958 = -1070248.106395
  nChanged 29
		SP:Iteration 48Q (66109.660000 sec): 3 clusters
  Score: Raw -1073211.755071 + Penalty 2956.689958 = -1070255.065113
  nChanged 27
		SP:Iteration 49Q (66109.880000 sec): 3 clusters
  Score: Raw -1073218.468327 + Penalty 2956.689958 = -1070261.778369
  nChanged 35
		SP:Iteration 50Q (66110.120000 sec): 3 clusters
  Score: Raw -1073228.563276 + Penalty 2956.689958 = -1070271.873318
  nChanged 33
		SP:Iteration 51Q (66110.300000 sec): 3 clusters
  Score: Raw -1073237.523365 + Penalty 2956.689958 = -1070280.833407
  nChanged 28
		SP:Iteration 52Q (66110.510000 sec): 3 clusters
  Score: Raw -1073244.024614 + Penalty 2956.689958 = -1070287.334655
  nChanged 30
		SP:Iteration 53Q (66110.730000 sec): 3 clusters
  Score: Raw -1073251.817349 + Penalty 2956.689958 = -1070295.127391
  nChanged 35
		SP:Iteration 54Q (66110.980000 sec): 3 clusters
  Score: Raw -1073263.036723 + Penalty 2956.689958 = -1070306.346765
  nChanged 37
		SP:Iteration 55Q (66111.260000 sec): 3 clusters
  Score: Raw -1073274.982771 + Penalty 2956.689958 = -1070318.292813
  nChanged 43
		SP:Iteration 56Q (66111.500000 sec): 3 clusters
  Score: Raw -1073287.830263 + Penalty 2956.689958 = -1070331.140305
  nChanged 46
		SP:Iteration 57Q (66111.750000 sec): 3 clusters
  Score: Raw -1073301.793757 + Penalty 2956.689958 = -1070345.103799
  nChanged 38
		SP:Iteration 58Q (66112.000000 sec): 3 clusters
  Score: Raw -1073311.669138 + Penalty 2956.689958 = -1070354.979180
  nChanged 26
		SP:Iteration 59Q (66112.220000 sec): 3 clusters
  Score: Raw -1073317.910208 + Penalty 2956.689958 = -1070361.220250
  nChanged 26
		SP:Iteration 60F (66112.450000 sec): 3 clusters
  Score: Raw -1073323.437251 + Penalty 2956.689958 = -1070366.747293
  nChanged 20
		SP:Iteration 61Q (66112.670000 sec): 3 clusters
  Score: Raw -1073327.343635 + Penalty 2956.689958 = -1070370.653677
  nChanged 26
		SP:Iteration 62Q (66112.890000 sec): 3 clusters
  Score: Raw -1073332.940656 + Penalty 2956.689958 = -1070376.250698
  nChanged 26
		SP:Iteration 63Q (66113.090000 sec): 3 clusters
  Score: Raw -1073341.625475 + Penalty 2956.689958 = -1070384.935516
  nChanged 35
		SP:Iteration 64Q (66113.360000 sec): 3 clusters
  Score: Raw -1073351.412133 + Penalty 2956.689958 = -1070394.722175
  nChanged 29
		SP:Iteration 65Q (66113.540000 sec): 3 clusters
  Score: Raw -1073359.465072 + Penalty 2956.689958 = -1070402.775114
  nChanged 34
		SP:Iteration 66Q (66113.770000 sec): 3 clusters
  Score: Raw -1073368.302853 + Penalty 2956.689958 = -1070411.612895
  nChanged 36
		SP:Iteration 67Q (66114.010000 sec): 3 clusters
  Score: Raw -1073378.130311 + Penalty 2956.689958 = -1070421.440353
  nChanged 44
		SP:Iteration 68Q (66114.270000 sec): 3 clusters
  Score: Raw -1073390.579453 + Penalty 2956.689958 = -1070433.889495
  nChanged 44
		SP:Iteration 69Q (66114.460000 sec): 3 clusters
  Score: Raw -1073402.522546 + Penalty 2956.689958 = -1070445.832588
  nChanged 35
		SP:Iteration 70Q (66114.720000 sec): 3 clusters
  Score: Raw -1073412.154706 + Penalty 2956.689958 = -1070455.464748
  nChanged 32
		SP:Iteration 71Q (66114.970000 sec): 3 clusters
  Score: Raw -1073420.091972 + Penalty 2956.689958 = -1070463.402013
  nChanged 24
		SP:Iteration 72Q (66115.120000 sec): 3 clusters
  Score: Raw -1073425.879171 + Penalty 2956.689958 = -1070469.189212
  nChanged 20
		SP:Iteration 73Q (66115.350000 sec): 3 clusters
  Score: Raw -1073432.113620 + Penalty 2956.689958 = -1070475.423662
  nChanged 21
		SP:Iteration 74Q (66115.520000 sec): 3 clusters
  Score: Raw -1073436.856940 + Penalty 2956.689958 = -1070480.166982
  nChanged 19
		SP:Iteration 75Q (66115.750000 sec): 3 clusters
  Score: Raw -1073442.765272 + Penalty 2956.689958 = -1070486.075314
  nChanged 28
		SP:Iteration 76Q (66115.950000 sec): 3 clusters
  Score: Raw -1073451.105698 + Penalty 2956.689958 = -1070494.415740
  nChanged 26
		SP:Iteration 77Q (66116.170000 sec): 3 clusters
  Score: Raw -1073458.576030 + Penalty 2956.689958 = -1070501.886072
  nChanged 19
		SP:Iteration 78Q (66116.390000 sec): 3 clusters
  Score: Raw -1073462.486632 + Penalty 2956.689958 = -1070505.796674
  nChanged 13
		SP:Iteration 79Q (66116.600000 sec): 3 clusters
  Score: Raw -1073465.491975 + Penalty 2956.689958 = -1070508.802017
  nChanged 13
		SP:Iteration 80F (66116.810000 sec): 3 clusters
  Score: Raw -1073468.594607 + Penalty 2956.689958 = -1070511.904649
  nChanged 13
		SP:Iteration 81Q (66117.000000 sec): 3 clusters
  Score: Raw -1073471.825545 + Penalty 2956.689958 = -1070515.135587
  nChanged 17
		SP:Iteration 82Q (66117.150000 sec): 3 clusters
  Score: Raw -1073476.078335 + Penalty 2956.689958 = -1070519.388376
  nChanged 12
		SP:Iteration 83Q (66117.330000 sec): 3 clusters
  Score: Raw -1073477.954562 + Penalty 2956.689958 = -1070521.264604
  nChanged 8
		SP:Iteration 84Q (66117.540000 sec): 3 clusters
  Score: Raw -1073479.416114 + Penalty 2956.689958 = -1070522.726156
  nChanged 7
		SP:Iteration 85Q (66117.680000 sec): 3 clusters
  Score: Raw -1073480.631315 + Penalty 2956.689958 = -1070523.941356
  nChanged 9
		SP:Iteration 86Q (66117.850000 sec): 3 clusters
  Score: Raw -1073482.848919 + Penalty 2956.689958 = -1070526.158961
  nChanged 10
		SP:Iteration 87Q (66118.000000 sec): 3 clusters
  Score: Raw -1073484.823647 + Penalty 2956.689958 = -1070528.133688
  nChanged 9
		SP:Iteration 88Q (66118.240000 sec): 3 clusters
  Score: Raw -1073486.793961 + Penalty 2956.689958 = -1070530.104003
  nChanged 8
		SP:Iteration 89Q (66118.380000 sec): 3 clusters
  Score: Raw -1073489.254444 + Penalty 2956.689958 = -1070532.564486
  nChanged 8
		SP:Iteration 90Q (66118.530000 sec): 3 clusters
  Score: Raw -1073491.188227 + Penalty 2956.689958 = -1070534.498269
  nChanged 6
		SP:Iteration 91Q (66118.680000 sec): 3 clusters
  Score: Raw -1073492.495504 + Penalty 2956.689958 = -1070535.805546
  nChanged 7
		SP:Iteration 92Q (66118.820000 sec): 3 clusters
  Score: Raw -1073494.069396 + Penalty 2956.689958 = -1070537.379438
  nChanged 5
		SP:Iteration 93Q (66118.970000 sec): 3 clusters
  Score: Raw -1073495.737866 + Penalty 2956.689958 = -1070539.047908
  nChanged 7
		SP:Iteration 94Q (66119.110000 sec): 3 clusters
  Score: Raw -1073497.908426 + Penalty 2956.689958 = -1070541.218468
  nChanged 8
		SP:Iteration 95Q (66119.260000 sec): 3 clusters
  Score: Raw -1073499.826027 + Penalty 2956.689958 = -1070543.136069
  nChanged 6
		SP:Iteration 96Q (66119.440000 sec): 3 clusters
  Score: Raw -1073500.583384 + Penalty 2956.689958 = -1070543.893426
  nChanged 2
		SP:Iteration 97Q (66119.610000 sec): 3 clusters
  Score: Raw -1073500.867703 + Penalty 2956.689958 = -1070544.177744
  nChanged 0
		SP:Iteration 98F (66119.760000 sec): 3 clusters
  Score: Raw -1073500.867703 + Penalty 2956.689958 = -1070544.177744
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (6171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66119.910000 sec): 2 clusters
  Score: Raw -705492.188853 + Penalty 1418.237629 = -704073.951224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66120.080000 sec): 3 clusters
  Score: Raw -702274.398260 + Penalty 2836.475258 = -699437.923002
  nChanged 2556
		SP:Iteration 1F (66120.230000 sec): 3 clusters
  Score: Raw -703917.177023 + Penalty 2836.475258 = -701080.701765
  nChanged 548
		SP:Iteration 2F (66120.380000 sec): 3 clusters
  Score: Raw -704370.935791 + Penalty 2836.475258 = -701534.460533
  nChanged 485
		SP:Iteration 3F (66120.540000 sec): 3 clusters
  Score: Raw -704759.382473 + Penalty 2836.475258 = -701922.907215
  nChanged 408
		SP:Iteration 4F (66120.690000 sec): 3 clusters
  Score: Raw -705058.955959 + Penalty 2836.475258 = -702222.480701
  nChanged 349
		SP:Iteration 5F (66120.850000 sec): 3 clusters
  Score: Raw -705315.183116 + Penalty 2836.475258 = -702478.707858
  nChanged 324
		SP:Iteration 6F (66121.000000 sec): 3 clusters
  Score: Raw -705536.078065 + Penalty 2836.475258 = -702699.602807
  nChanged 238
		SP:Iteration 7Q (66121.160000 sec): 3 clusters
  Score: Raw -705669.931047 + Penalty 2836.475258 = -702833.455789
  nChanged 189
		SP:Iteration 8Q (66121.310000 sec): 3 clusters
  Score: Raw -705766.110924 + Penalty 2836.475258 = -702929.635666
  nChanged 165
		SP:Iteration 9Q (66121.550000 sec): 3 clusters
  Score: Raw -705839.442625 + Penalty 2836.475258 = -703002.967367
  nChanged 124
		SP:Iteration 10Q (66121.710000 sec): 3 clusters
  Score: Raw -705893.580448 + Penalty 2836.475258 = -703057.105190
  nChanged 92
		SP:Iteration 11Q (66121.850000 sec): 3 clusters
  Score: Raw -705925.949386 + Penalty 2836.475258 = -703089.474128
  nChanged 69
		SP:Iteration 12Q (66122.010000 sec): 3 clusters
  Score: Raw -705949.140179 + Penalty 2836.475258 = -703112.664921
  nChanged 59
		SP:Iteration 13Q (66122.180000 sec): 3 clusters
  Score: Raw -705970.234792 + Penalty 2836.475258 = -703133.759534
  nChanged 52
		SP:Iteration 14Q (66122.350000 sec): 3 clusters
  Score: Raw -705988.014686 + Penalty 2836.475258 = -703151.539428
  nChanged 53
		SP:Iteration 15Q (66122.510000 sec): 3 clusters
  Score: Raw -706005.383241 + Penalty 2836.475258 = -703168.907983
  nChanged 46
		SP:Iteration 16Q (66122.680000 sec): 3 clusters
  Score: Raw -706019.348897 + Penalty 2836.475258 = -703182.873639
  nChanged 35
		SP:Iteration 17Q (66122.850000 sec): 3 clusters
  Score: Raw -706031.125907 + Penalty 2836.475258 = -703194.650649
  nChanged 39
		SP:Iteration 18Q (66123.010000 sec): 3 clusters
  Score: Raw -706044.943849 + Penalty 2836.475258 = -703208.468591
  nChanged 27
		SP:Iteration 19Q (66123.180000 sec): 3 clusters
  Score: Raw -706052.350800 + Penalty 2836.475258 = -703215.875542
  nChanged 18
		SP:Iteration 20F (66123.350000 sec): 3 clusters
  Score: Raw -706058.785991 + Penalty 2836.475258 = -703222.310733
  nChanged 23
		SP:Iteration 21Q (66123.480000 sec): 3 clusters
  Score: Raw -706067.267609 + Penalty 2836.475258 = -703230.792351
  nChanged 24
		SP:Iteration 22Q (66123.650000 sec): 3 clusters
  Score: Raw -706074.563915 + Penalty 2836.475258 = -703238.088657
  nChanged 21
		SP:Iteration 23Q (66123.840000 sec): 3 clusters
  Score: Raw -706080.870608 + Penalty 2836.475258 = -703244.395350
  nChanged 10
		SP:Iteration 24Q (66124.050000 sec): 3 clusters
  Score: Raw -706084.041494 + Penalty 2836.475258 = -703247.566236
  nChanged 12
		SP:Iteration 25Q (66124.180000 sec): 3 clusters
  Score: Raw -706088.698126 + Penalty 2836.475258 = -703252.222868
  nChanged 13
		SP:Iteration 26Q (66124.330000 sec): 3 clusters
  Score: Raw -706093.700396 + Penalty 2836.475258 = -703257.225138
  nChanged 12
		SP:Iteration 27Q (66124.490000 sec): 3 clusters
  Score: Raw -706096.910530 + Penalty 2836.475258 = -703260.435272
  nChanged 6
		SP:Iteration 28Q (66124.640000 sec): 3 clusters
  Score: Raw -706098.839731 + Penalty 2836.475258 = -703262.364473
  nChanged 3
		SP:Iteration 29Q (66124.790000 sec): 3 clusters
  Score: Raw -706099.692786 + Penalty 2836.475258 = -703263.217528
  nChanged 2
		SP:Iteration 30Q (66125.020000 sec): 3 clusters
  Score: Raw -706100.509158 + Penalty 2836.475258 = -703264.033900
  nChanged 4
		SP:Iteration 31Q (66125.150000 sec): 3 clusters
  Score: Raw -706101.842758 + Penalty 2836.475258 = -703265.367500
  nChanged 3
		SP:Iteration 32Q (66125.350000 sec): 3 clusters
  Score: Raw -706103.666737 + Penalty 2836.475258 = -703267.191479
  nChanged 2
		SP:Iteration 33Q (66125.480000 sec): 3 clusters
  Score: Raw -706104.383854 + Penalty 2836.475258 = -703267.908596
  nChanged 4
		SP:Iteration 34Q (66125.640000 sec): 3 clusters
  Score: Raw -706105.428111 + Penalty 2836.475258 = -703268.952853
  nChanged 5
		SP:Iteration 35Q (66125.790000 sec): 3 clusters
  Score: Raw -706107.333202 + Penalty 2836.475258 = -703270.857944
  nChanged 4
		SP:Iteration 36Q (66125.950000 sec): 3 clusters
  Score: Raw -706108.204712 + Penalty 2836.475258 = -703271.729454
  nChanged 3
		SP:Iteration 37Q (66126.100000 sec): 3 clusters
  Score: Raw -706108.684193 + Penalty 2836.475258 = -703272.208935
  nChanged 1
		SP:Iteration 38Q (66126.250000 sec): 3 clusters
  Score: Raw -706108.822425 + Penalty 2836.475258 = -703272.347167
  nChanged 0
		SP:Iteration 39F (66126.410000 sec): 3 clusters
  Score: Raw -706108.822425 + Penalty 2836.475258 = -703272.347167
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66126.490000 sec): 2 clusters
  Score: Raw -72676.373931 + Penalty 1044.304374 = -71632.069556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66126.610000 sec): 3 clusters
  Score: Raw -72560.459390 + Penalty 2088.608749 = -70471.850642
  nChanged 172
		SP:Iteration 1F (66126.740000 sec): 3 clusters
  Score: Raw -72754.414526 + Penalty 2088.608749 = -70665.805777
  nChanged 42
		SP:Iteration 2F (66126.870000 sec): 3 clusters
  Score: Raw -72822.617224 + Penalty 2088.608749 = -70734.008476
  nChanged 39
		SP:Iteration 3F (66127.000000 sec): 3 clusters
  Score: Raw -72914.365253 + Penalty 2088.608749 = -70825.756504
  nChanged 32
		SP:Iteration 4F (66127.130000 sec): 3 clusters
  Score: Raw -72976.604451 + Penalty 2088.608749 = -70887.995702
  nChanged 22
		SP:Iteration 5Q (66127.250000 sec): 3 clusters
  Score: Raw -73018.023132 + Penalty 2088.608749 = -70929.414384
  nChanged 16
		SP:Iteration 6Q (66127.380000 sec): 3 clusters
  Score: Raw -73054.022908 + Penalty 2088.608749 = -70965.414160
  nChanged 14
		SP:Iteration 7Q (66127.510000 sec): 3 clusters
  Score: Raw -73079.582865 + Penalty 2088.608749 = -70990.974116
  nChanged 15
		SP:Iteration 8Q (66127.640000 sec): 3 clusters
  Score: Raw -73117.835492 + Penalty 2088.608749 = -71029.226743
  nChanged 15
		SP:Iteration 9Q (66127.770000 sec): 3 clusters
  Score: Raw -73158.754761 + Penalty 2088.608749 = -71070.146012
  nChanged 17
		SP:Iteration 10Q (66127.890000 sec): 3 clusters
  Score: Raw -73266.902794 + Penalty 2088.608749 = -71178.294046
  nChanged 23
		SP:Iteration 11Q (66128.030000 sec): 3 clusters
  Score: Raw -73456.294449 + Penalty 2088.608749 = -71367.685700
  nChanged 26
		SP:Iteration 12Q (66128.150000 sec): 3 clusters
  Score: Raw -73505.550815 + Penalty 2088.608749 = -71416.942067
  nChanged 12
		SP:Iteration 13Q (66128.280000 sec): 3 clusters
  Score: Raw -73521.912150 + Penalty 2088.608749 = -71433.303402
  nChanged 4
		SP:Iteration 14Q (66128.480000 sec): 3 clusters
  Score: Raw -73531.065211 + Penalty 2088.608749 = -71442.456463
  nChanged 5
		SP:Iteration 15Q (66128.650000 sec): 3 clusters
  Score: Raw -73536.423134 + Penalty 2088.608749 = -71447.814386
  nChanged 1
		SP:Iteration 16Q (66128.850000 sec): 3 clusters
  Score: Raw -73538.189710 + Penalty 2088.608749 = -71449.580962
  nChanged 2
		SP:Iteration 17Q (66128.990000 sec): 3 clusters
  Score: Raw -73540.806799 + Penalty 2088.608749 = -71452.198050
  nChanged 1
		SP:Iteration 18Q (66129.100000 sec): 3 clusters
  Score: Raw -73542.305863 + Penalty 2088.608749 = -71453.697114
  nChanged 0
		SP:Iteration 19F (66129.270000 sec): 3 clusters
  Score: Raw -73545.909721 + Penalty 2088.608749 = -71457.300972
  nChanged 2
		SP:Iteration 20F (66129.410000 sec): 3 clusters
  Score: Raw -73567.816580 + Penalty 2088.608749 = -71479.207832
  nChanged 2
		SP:Iteration 21Q (66129.650000 sec): 3 clusters
  Score: Raw -73575.853445 + Penalty 2088.608749 = -71487.244697
  nChanged 1
		SP:Iteration 22Q (66129.810000 sec): 3 clusters
  Score: Raw -73577.174573 + Penalty 2088.608749 = -71488.565825
  nChanged 0
		SP:Iteration 23F (66130.000000 sec): 3 clusters
  Score: Raw -73577.174573 + Penalty 2088.608749 = -71488.565825
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (27319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66130.260000 sec): 2 clusters
  Score: Raw -3238640.774483 + Penalty 1659.992378 = -3236980.782106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66130.590000 sec): 3 clusters
  Score: Raw -3221908.306352 + Penalty 3319.984756 = -3218588.321596
  nChanged 12490
		SP:Iteration 1F (66130.930000 sec): 3 clusters
  Score: Raw -3229177.773188 + Penalty 3319.984756 = -3225857.788433
  nChanged 1372
		SP:Iteration 2F (66131.230000 sec): 3 clusters
  Score: Raw -3229786.863615 + Penalty 3319.984756 = -3226466.878859
  nChanged 1425
		SP:Iteration 3F (66131.560000 sec): 3 clusters
  Score: Raw -3230481.524857 + Penalty 3319.984756 = -3227161.540101
  nChanged 1556
		SP:Iteration 4F (66131.870000 sec): 3 clusters
  Score: Raw -3231291.970052 + Penalty 3319.984756 = -3227971.985296
  nChanged 1518
		SP:Iteration 5F (66132.200000 sec): 3 clusters
  Score: Raw -3232134.822418 + Penalty 3319.984756 = -3228814.837662
  nChanged 1557
		SP:Iteration 6F (66132.530000 sec): 3 clusters
  Score: Raw -3233054.221069 + Penalty 3319.984756 = -3229734.236314
  nChanged 1578
		SP:Iteration 7F (66132.830000 sec): 3 clusters
  Score: Raw -3234044.489559 + Penalty 3319.984756 = -3230724.504804
  nChanged 1499
		SP:Iteration 8F (66133.160000 sec): 3 clusters
  Score: Raw -3234841.858931 + Penalty 3319.984756 = -3231521.874175
  nChanged 1211
		SP:Iteration 9Q (66133.460000 sec): 3 clusters
  Score: Raw -3235378.289706 + Penalty 3319.984756 = -3232058.304950
  nChanged 982
		SP:Iteration 10Q (66133.810000 sec): 3 clusters
  Score: Raw -3235738.757087 + Penalty 3319.984756 = -3232418.772331
  nChanged 729
		SP:Iteration 11Q (66134.170000 sec): 3 clusters
  Score: Raw -3235992.690417 + Penalty 3319.984756 = -3232672.705661
  nChanged 655
		SP:Iteration 12Q (66134.510000 sec): 3 clusters
  Score: Raw -3236223.451660 + Penalty 3319.984756 = -3232903.466904
  nChanged 582
		SP:Iteration 13Q (66134.830000 sec): 3 clusters
  Score: Raw -3236431.549564 + Penalty 3319.984756 = -3233111.564808
  nChanged 489
		SP:Iteration 14Q (66135.120000 sec): 3 clusters
  Score: Raw -3236582.544634 + Penalty 3319.984756 = -3233262.559878
  nChanged 412
		SP:Iteration 15Q (66135.460000 sec): 3 clusters
  Score: Raw -3236717.752903 + Penalty 3319.984756 = -3233397.768147
  nChanged 420
		SP:Iteration 16Q (66135.800000 sec): 3 clusters
  Score: Raw -3236847.172939 + Penalty 3319.984756 = -3233527.188184
  nChanged 424
		SP:Iteration 17Q (66136.120000 sec): 3 clusters
  Score: Raw -3236992.775002 + Penalty 3319.984756 = -3233672.790247
  nChanged 409
		SP:Iteration 18Q (66136.420000 sec): 3 clusters
  Score: Raw -3237144.435122 + Penalty 3319.984756 = -3233824.450366
  nChanged 394
		SP:Iteration 19Q (66136.790000 sec): 3 clusters
  Score: Raw -3237310.338325 + Penalty 3319.984756 = -3233990.353569
  nChanged 389
		SP:Iteration 20F (66137.090000 sec): 3 clusters
  Score: Raw -3237490.973892 + Penalty 3319.984756 = -3234170.989137
  nChanged 398
		SP:Iteration 21Q (66137.430000 sec): 3 clusters
  Score: Raw -3237708.294851 + Penalty 3319.984756 = -3234388.310095
  nChanged 386
		SP:Iteration 22Q (66137.750000 sec): 3 clusters
  Score: Raw -3237927.398399 + Penalty 3319.984756 = -3234607.413643
  nChanged 355
		SP:Iteration 23Q (66138.080000 sec): 3 clusters
  Score: Raw -3238153.791996 + Penalty 3319.984756 = -3234833.807240
  nChanged 295
		SP:Iteration 24Q (66138.360000 sec): 3 clusters
  Score: Raw -3238317.011965 + Penalty 3319.984756 = -3234997.027209
  nChanged 285
		SP:Iteration 25Q (66138.680000 sec): 3 clusters
  Score: Raw -3238463.825412 + Penalty 3319.984756 = -3235143.840657
  nChanged 247
		SP:Iteration 26Q (66138.970000 sec): 3 clusters
  Score: Raw -3238583.679163 + Penalty 3319.984756 = -3235263.694407
  nChanged 235
		SP:Iteration 27Q (66139.290000 sec): 3 clusters
  Score: Raw -3238699.196576 + Penalty 3319.984756 = -3235379.211821
  nChanged 223
		SP:Iteration 28Q (66139.560000 sec): 3 clusters
  Score: Raw -3238817.822623 + Penalty 3319.984756 = -3235497.837867
  nChanged 190
		SP:Iteration 29Q (66139.920000 sec): 3 clusters
  Score: Raw -3238911.652603 + Penalty 3319.984756 = -3235591.667847
  nChanged 188
		SP:Iteration 30Q (66140.230000 sec): 3 clusters
  Score: Raw -3239006.770684 + Penalty 3319.984756 = -3235686.785928
  nChanged 170
		SP:Iteration 31Q (66140.540000 sec): 3 clusters
  Score: Raw -3239087.779144 + Penalty 3319.984756 = -3235767.794389
  nChanged 178
		SP:Iteration 32Q (66140.820000 sec): 3 clusters
  Score: Raw -3239181.208212 + Penalty 3319.984756 = -3235861.223457
  nChanged 198
		SP:Iteration 33Q (66141.130000 sec): 3 clusters
  Score: Raw -3239279.741232 + Penalty 3319.984756 = -3235959.756476
  nChanged 195
		SP:Iteration 34Q (66141.400000 sec): 3 clusters
  Score: Raw -3239374.725381 + Penalty 3319.984756 = -3236054.740625
  nChanged 194
		SP:Iteration 35Q (66141.720000 sec): 3 clusters
  Score: Raw -3239458.913226 + Penalty 3319.984756 = -3236138.928471
  nChanged 170
		SP:Iteration 36Q (66142.050000 sec): 3 clusters
  Score: Raw -3239524.893686 + Penalty 3319.984756 = -3236204.908930
  nChanged 157
		SP:Iteration 37Q (66142.320000 sec): 3 clusters
  Score: Raw -3239581.643410 + Penalty 3319.984756 = -3236261.658655
  nChanged 140
		SP:Iteration 38Q (66142.600000 sec): 3 clusters
  Score: Raw -3239624.052625 + Penalty 3319.984756 = -3236304.067869
  nChanged 130
		SP:Iteration 39Q (66142.880000 sec): 3 clusters
  Score: Raw -3239662.785894 + Penalty 3319.984756 = -3236342.801139
  nChanged 126
		SP:Iteration 40F (66143.140000 sec): 3 clusters
  Score: Raw -3239703.889502 + Penalty 3319.984756 = -3236383.904747
  nChanged 123
		SP:Iteration 41Q (66143.430000 sec): 3 clusters
  Score: Raw -3239744.772699 + Penalty 3319.984756 = -3236424.787943
  nChanged 126
		SP:Iteration 42Q (66143.740000 sec): 3 clusters
  Score: Raw -3239774.243516 + Penalty 3319.984756 = -3236454.258760
  nChanged 120
		SP:Iteration 43Q (66144.040000 sec): 3 clusters
  Score: Raw -3239805.161176 + Penalty 3319.984756 = -3236485.176421
  nChanged 128
		SP:Iteration 44Q (66144.290000 sec): 3 clusters
  Score: Raw -3239834.623450 + Penalty 3319.984756 = -3236514.638694
  nChanged 121
		SP:Iteration 45Q (66144.590000 sec): 3 clusters
  Score: Raw -3239861.202309 + Penalty 3319.984756 = -3236541.217553
  nChanged 110
		SP:Iteration 46Q (66144.870000 sec): 3 clusters
  Score: Raw -3239886.191804 + Penalty 3319.984756 = -3236566.207048
  nChanged 96
		SP:Iteration 47Q (66145.140000 sec): 3 clusters
  Score: Raw -3239905.701104 + Penalty 3319.984756 = -3236585.716348
  nChanged 70
		SP:Iteration 48Q (66145.440000 sec): 3 clusters
  Score: Raw -3239917.441990 + Penalty 3319.984756 = -3236597.457235
  nChanged 68
		SP:Iteration 49Q (66145.750000 sec): 3 clusters
  Score: Raw -3239929.460503 + Penalty 3319.984756 = -3236609.475748
  nChanged 58
		SP:Iteration 50Q (66146.060000 sec): 3 clusters
  Score: Raw -3239939.894001 + Penalty 3319.984756 = -3236619.909246
  nChanged 70
		SP:Iteration 51Q (66146.330000 sec): 3 clusters
  Score: Raw -3239949.876462 + Penalty 3319.984756 = -3236629.891706
  nChanged 57
		SP:Iteration 52Q (66146.610000 sec): 3 clusters
  Score: Raw -3239958.195079 + Penalty 3319.984756 = -3236638.210323
  nChanged 58
		SP:Iteration 53Q (66146.910000 sec): 3 clusters
  Score: Raw -3239966.887532 + Penalty 3319.984756 = -3236646.902776
  nChanged 54
		SP:Iteration 54Q (66147.230000 sec): 3 clusters
  Score: Raw -3239973.488995 + Penalty 3319.984756 = -3236653.504240
  nChanged 35
		SP:Iteration 55Q (66147.520000 sec): 3 clusters
  Score: Raw -3239977.120202 + Penalty 3319.984756 = -3236657.135447
  nChanged 29
		SP:Iteration 56Q (66147.850000 sec): 3 clusters
  Score: Raw -3239979.987408 + Penalty 3319.984756 = -3236660.002652
  nChanged 35
		SP:Iteration 57Q (66148.090000 sec): 3 clusters
  Score: Raw -3239983.433829 + Penalty 3319.984756 = -3236663.449073
  nChanged 26
		SP:Iteration 58Q (66148.360000 sec): 3 clusters
  Score: Raw -3239986.268387 + Penalty 3319.984756 = -3236666.283631
  nChanged 29
		SP:Iteration 59Q (66148.650000 sec): 3 clusters
  Score: Raw -3239989.250119 + Penalty 3319.984756 = -3236669.265363
  nChanged 21
		SP:Iteration 60F (66148.900000 sec): 3 clusters
  Score: Raw -3239991.162312 + Penalty 3319.984756 = -3236671.177556
  nChanged 21
		SP:Iteration 61Q (66149.190000 sec): 3 clusters
  Score: Raw -3239993.021652 + Penalty 3319.984756 = -3236673.036897
  nChanged 21
		SP:Iteration 62Q (66149.450000 sec): 3 clusters
  Score: Raw -3239994.732476 + Penalty 3319.984756 = -3236674.747721
  nChanged 20
		SP:Iteration 63Q (66149.740000 sec): 3 clusters
  Score: Raw -3239996.056300 + Penalty 3319.984756 = -3236676.071544
  nChanged 18
		SP:Iteration 64Q (66150.030000 sec): 3 clusters
  Score: Raw -3239997.081791 + Penalty 3319.984756 = -3236677.097035
  nChanged 9
		SP:Iteration 65Q (66150.290000 sec): 3 clusters
  Score: Raw -3239997.779109 + Penalty 3319.984756 = -3236677.794354
  nChanged 10
		SP:Iteration 66Q (66150.520000 sec): 3 clusters
  Score: Raw -3239998.342934 + Penalty 3319.984756 = -3236678.358178
  nChanged 8
		SP:Iteration 67Q (66150.810000 sec): 3 clusters
  Score: Raw -3239998.863688 + Penalty 3319.984756 = -3236678.878933
  nChanged 7
		SP:Iteration 68Q (66151.070000 sec): 3 clusters
  Score: Raw -3239999.275263 + Penalty 3319.984756 = -3236679.290507
  nChanged 7
		SP:Iteration 69Q (66151.350000 sec): 3 clusters
  Score: Raw -3239999.717264 + Penalty 3319.984756 = -3236679.732508
  nChanged 6
		SP:Iteration 70Q (66151.640000 sec): 3 clusters
  Score: Raw -3240000.173450 + Penalty 3319.984756 = -3236680.188695
  nChanged 7
		SP:Iteration 71Q (66151.970000 sec): 3 clusters
  Score: Raw -3240000.691453 + Penalty 3319.984756 = -3236680.706698
  nChanged 3
		SP:Iteration 72Q (66152.270000 sec): 3 clusters
  Score: Raw -3240000.938213 + Penalty 3319.984756 = -3236680.953457
  nChanged 4
		SP:Iteration 73Q (66152.530000 sec): 3 clusters
  Score: Raw -3240001.265029 + Penalty 3319.984756 = -3236681.280274
  nChanged 6
		SP:Iteration 74Q (66152.810000 sec): 3 clusters
  Score: Raw -3240001.694793 + Penalty 3319.984756 = -3236681.710038
  nChanged 6
		SP:Iteration 75Q (66153.130000 sec): 3 clusters
  Score: Raw -3240002.141684 + Penalty 3319.984756 = -3236682.156928
  nChanged 3
		SP:Iteration 76Q (66153.430000 sec): 3 clusters
  Score: Raw -3240002.370446 + Penalty 3319.984756 = -3236682.385690
  nChanged 8
		SP:Iteration 77Q (66153.750000 sec): 3 clusters
  Score: Raw -3240003.005441 + Penalty 3319.984756 = -3236683.020685
  nChanged 9
		SP:Iteration 78Q (66154.010000 sec): 3 clusters
  Score: Raw -3240003.589578 + Penalty 3319.984756 = -3236683.604823
  nChanged 4
		SP:Iteration 79Q (66154.320000 sec): 3 clusters
  Score: Raw -3240003.844053 + Penalty 3319.984756 = -3236683.859297
  nChanged 5
		SP:Iteration 80F (66154.580000 sec): 3 clusters
  Score: Raw -3240004.029178 + Penalty 3319.984756 = -3236684.044422
  nChanged 2
		SP:Iteration 81Q (66154.920000 sec): 3 clusters
  Score: Raw -3240004.163957 + Penalty 3319.984756 = -3236684.179202
  nChanged 5
		SP:Iteration 82Q (66155.170000 sec): 3 clusters
  Score: Raw -3240004.454233 + Penalty 3319.984756 = -3236684.469477
  nChanged 3
		SP:Iteration 83Q (66155.440000 sec): 3 clusters
  Score: Raw -3240004.583728 + Penalty 3319.984756 = -3236684.598972
  nChanged 1
		SP:Iteration 84Q (66155.750000 sec): 3 clusters
  Score: Raw -3240004.622444 + Penalty 3319.984756 = -3236684.637688
  nChanged 0
		SP:Iteration 85F (66156.090000 sec): 3 clusters
  Score: Raw -3240004.622444 + Penalty 3319.984756 = -3236684.637688
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (14228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66156.230000 sec): 2 clusters
  Score: Raw -1624748.292639 + Penalty 1553.982159 = -1623194.310480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66156.480000 sec): 3 clusters
  Score: Raw -1616424.354488 + Penalty 3107.964318 = -1613316.390169
  nChanged 6321
		SP:Iteration 1F (66156.720000 sec): 3 clusters
  Score: Raw -1619926.736674 + Penalty 3107.964318 = -1616818.772356
  nChanged 872
		SP:Iteration 2F (66156.950000 sec): 3 clusters
  Score: Raw -1620354.192619 + Penalty 3107.964318 = -1617246.228301
  nChanged 849
		SP:Iteration 3F (66157.200000 sec): 3 clusters
  Score: Raw -1620861.617063 + Penalty 3107.964318 = -1617753.652744
  nChanged 930
		SP:Iteration 4F (66157.410000 sec): 3 clusters
  Score: Raw -1621552.812394 + Penalty 3107.964318 = -1618444.848076
  nChanged 1010
		SP:Iteration 5F (66157.690000 sec): 3 clusters
  Score: Raw -1622309.598445 + Penalty 3107.964318 = -1619201.634126
  nChanged 1002
		SP:Iteration 6F (66157.920000 sec): 3 clusters
  Score: Raw -1623114.777131 + Penalty 3107.964318 = -1620006.812812
  nChanged 886
		SP:Iteration 7F (66158.150000 sec): 3 clusters
  Score: Raw -1623869.031454 + Penalty 3107.964318 = -1620761.067136
  nChanged 724
		SP:Iteration 8F (66158.350000 sec): 3 clusters
  Score: Raw -1624504.191052 + Penalty 3107.964318 = -1621396.226734
  nChanged 538
		SP:Iteration 9Q (66158.590000 sec): 3 clusters
  Score: Raw -1624921.487209 + Penalty 3107.964318 = -1621813.522891
  nChanged 337
		SP:Iteration 10Q (66158.840000 sec): 3 clusters
  Score: Raw -1625147.952417 + Penalty 3107.964318 = -1622039.988099
  nChanged 217
		SP:Iteration 11Q (66159.080000 sec): 3 clusters
  Score: Raw -1625272.227710 + Penalty 3107.964318 = -1622164.263392
  nChanged 167
		SP:Iteration 12Q (66159.380000 sec): 3 clusters
  Score: Raw -1625364.559373 + Penalty 3107.964318 = -1622256.595055
  nChanged 109
		SP:Iteration 13Q (66159.580000 sec): 3 clusters
  Score: Raw -1625411.625123 + Penalty 3107.964318 = -1622303.660805
  nChanged 77
		SP:Iteration 14Q (66159.870000 sec): 3 clusters
  Score: Raw -1625446.324975 + Penalty 3107.964318 = -1622338.360657
  nChanged 59
		SP:Iteration 15Q (66160.090000 sec): 3 clusters
  Score: Raw -1625469.379216 + Penalty 3107.964318 = -1622361.414898
  nChanged 43
		SP:Iteration 16Q (66160.350000 sec): 3 clusters
  Score: Raw -1625489.358161 + Penalty 3107.964318 = -1622381.393843
  nChanged 43
		SP:Iteration 17Q (66160.590000 sec): 3 clusters
  Score: Raw -1625510.680390 + Penalty 3107.964318 = -1622402.716072
  nChanged 44
		SP:Iteration 18Q (66160.810000 sec): 3 clusters
  Score: Raw -1625530.675144 + Penalty 3107.964318 = -1622422.710826
  nChanged 34
		SP:Iteration 19Q (66161.050000 sec): 3 clusters
  Score: Raw -1625548.698322 + Penalty 3107.964318 = -1622440.734003
  nChanged 27
		SP:Iteration 20F (66161.340000 sec): 3 clusters
  Score: Raw -1625563.834601 + Penalty 3107.964318 = -1622455.870282
  nChanged 20
		SP:Iteration 21Q (66161.530000 sec): 3 clusters
  Score: Raw -1625570.693981 + Penalty 3107.964318 = -1622462.729663
  nChanged 15
		SP:Iteration 22Q (66161.770000 sec): 3 clusters
  Score: Raw -1625577.876633 + Penalty 3107.964318 = -1622469.912314
  nChanged 18
		SP:Iteration 23Q (66162.000000 sec): 3 clusters
  Score: Raw -1625585.934189 + Penalty 3107.964318 = -1622477.969871
  nChanged 15
		SP:Iteration 24Q (66162.290000 sec): 3 clusters
  Score: Raw -1625594.105908 + Penalty 3107.964318 = -1622486.141590
  nChanged 14
		SP:Iteration 25Q (66162.510000 sec): 3 clusters
  Score: Raw -1625599.686115 + Penalty 3107.964318 = -1622491.721797
  nChanged 11
		SP:Iteration 26Q (66162.730000 sec): 3 clusters
  Score: Raw -1625605.224323 + Penalty 3107.964318 = -1622497.260004
  nChanged 12
		SP:Iteration 27Q (66163.030000 sec): 3 clusters
  Score: Raw -1625612.536441 + Penalty 3107.964318 = -1622504.572123
  nChanged 13
		SP:Iteration 28Q (66163.250000 sec): 3 clusters
  Score: Raw -1625619.211985 + Penalty 3107.964318 = -1622511.247667
  nChanged 9
		SP:Iteration 29Q (66163.530000 sec): 3 clusters
  Score: Raw -1625622.135722 + Penalty 3107.964318 = -1622514.171403
  nChanged 3
		SP:Iteration 30Q (66163.740000 sec): 3 clusters
  Score: Raw -1625623.065408 + Penalty 3107.964318 = -1622515.101090
  nChanged 6
		SP:Iteration 31Q (66163.970000 sec): 3 clusters
  Score: Raw -1625625.134610 + Penalty 3107.964318 = -1622517.170292
  nChanged 6
		SP:Iteration 32Q (66164.200000 sec): 3 clusters
  Score: Raw -1625629.669450 + Penalty 3107.964318 = -1622521.705131
  nChanged 7
		SP:Iteration 33Q (66164.430000 sec): 3 clusters
  Score: Raw -1625631.775459 + Penalty 3107.964318 = -1622523.811141
  nChanged 7
		SP:Iteration 34Q (66164.730000 sec): 3 clusters
  Score: Raw -1625634.895261 + Penalty 3107.964318 = -1622526.930943
  nChanged 4
		SP:Iteration 35Q (66164.960000 sec): 3 clusters
  Score: Raw -1625636.655423 + Penalty 3107.964318 = -1622528.691105
  nChanged 5
		SP:Iteration 36Q (66165.210000 sec): 3 clusters
  Score: Raw -1625639.177879 + Penalty 3107.964318 = -1622531.213560
  nChanged 5
		SP:Iteration 37Q (66165.460000 sec): 3 clusters
  Score: Raw -1625641.703704 + Penalty 3107.964318 = -1622533.739385
  nChanged 5
		SP:Iteration 38Q (66165.710000 sec): 3 clusters
  Score: Raw -1625643.891969 + Penalty 3107.964318 = -1622535.927651
  nChanged 4
		SP:Iteration 39Q (66165.940000 sec): 3 clusters
  Score: Raw -1625645.351892 + Penalty 3107.964318 = -1622537.387574
  nChanged 3
		SP:Iteration 40F (66166.210000 sec): 3 clusters
  Score: Raw -1625645.736309 + Penalty 3107.964318 = -1622537.771990
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (17582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66166.370000 sec): 2 clusters
  Score: Raw -2005748.306510 + Penalty 1588.377526 = -2004159.928983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66166.630000 sec): 3 clusters
  Score: Raw -1995401.455710 + Penalty 3176.755052 = -1992224.700658
  nChanged 7865
		SP:Iteration 1F (66166.900000 sec): 3 clusters
  Score: Raw -1999696.204481 + Penalty 3176.755052 = -1996519.449429
  nChanged 958
		SP:Iteration 2F (66167.180000 sec): 3 clusters
  Score: Raw -2000107.628540 + Penalty 3176.755052 = -1996930.873487
  nChanged 894
		SP:Iteration 3F (66167.410000 sec): 3 clusters
  Score: Raw -2000509.543708 + Penalty 3176.755052 = -1997332.788656
  nChanged 882
		SP:Iteration 4F (66167.730000 sec): 3 clusters
  Score: Raw -2000943.153381 + Penalty 3176.755052 = -1997766.398329
  nChanged 828
		SP:Iteration 5Q (66168.020000 sec): 3 clusters
  Score: Raw -2001363.159472 + Penalty 3176.755052 = -1998186.404420
  nChanged 871
		SP:Iteration 6Q (66168.250000 sec): 3 clusters
  Score: Raw -2001800.246459 + Penalty 3176.755052 = -1998623.491407
  nChanged 858
		SP:Iteration 7Q (66168.540000 sec): 3 clusters
  Score: Raw -2002273.750078 + Penalty 3176.755052 = -1999096.995026
  nChanged 876
		SP:Iteration 8Q (66168.830000 sec): 3 clusters
  Score: Raw -2002805.948645 + Penalty 3176.755052 = -1999629.193592
  nChanged 943
		SP:Iteration 9F (66169.170000 sec): 3 clusters
  Score: Raw -2003398.756005 + Penalty 3176.755052 = -2000222.000953
  nChanged 893
		SP:Iteration 10F (66169.470000 sec): 3 clusters
  Score: Raw -2003978.190770 + Penalty 3176.755052 = -2000801.435718
  nChanged 846
		SP:Iteration 11Q (66169.780000 sec): 3 clusters
  Score: Raw -2004542.491675 + Penalty 3176.755052 = -2001365.736623
  nChanged 732
		SP:Iteration 12Q (66170.090000 sec): 3 clusters
  Score: Raw -2005027.189130 + Penalty 3176.755052 = -2001850.434077
  nChanged 607
		SP:Iteration 13Q (66170.350000 sec): 3 clusters
  Score: Raw -2005435.924483 + Penalty 3176.755052 = -2002259.169430
  nChanged 528
		SP:Iteration 14Q (66170.660000 sec): 3 clusters
  Score: Raw -2005788.273792 + Penalty 3176.755052 = -2002611.518739
  nChanged 441
		SP:Iteration 15Q (66170.890000 sec): 3 clusters
  Score: Raw -2006052.209469 + Penalty 3176.755052 = -2002875.454416
  nChanged 344
		SP:Iteration 16Q (66171.170000 sec): 3 clusters
  Score: Raw -2006233.812015 + Penalty 3176.755052 = -2003057.056962
  nChanged 274
		SP:Iteration 17Q (66171.430000 sec): 3 clusters
  Score: Raw -2006352.756224 + Penalty 3176.755052 = -2003176.001172
  nChanged 208
		SP:Iteration 18Q (66171.720000 sec): 3 clusters
  Score: Raw -2006432.496564 + Penalty 3176.755052 = -2003255.741512
  nChanged 180
		SP:Iteration 19Q (66172.010000 sec): 3 clusters
  Score: Raw -2006493.888885 + Penalty 3176.755052 = -2003317.133833
  nChanged 172
		SP:Iteration 20F (66172.240000 sec): 3 clusters
  Score: Raw -2006547.809070 + Penalty 3176.755052 = -2003371.054018
  nChanged 142
		SP:Iteration 21Q (66172.480000 sec): 3 clusters
  Score: Raw -2006588.194707 + Penalty 3176.755052 = -2003411.439654
  nChanged 134
		SP:Iteration 22Q (66172.750000 sec): 3 clusters
  Score: Raw -2006624.616735 + Penalty 3176.755052 = -2003447.861683
  nChanged 120
		SP:Iteration 23Q (66173.010000 sec): 3 clusters
  Score: Raw -2006658.256514 + Penalty 3176.755052 = -2003481.501462
  nChanged 118
		SP:Iteration 24Q (66173.280000 sec): 3 clusters
  Score: Raw -2006694.350975 + Penalty 3176.755052 = -2003517.595922
  nChanged 107
		SP:Iteration 25Q (66173.500000 sec): 3 clusters
  Score: Raw -2006723.380860 + Penalty 3176.755052 = -2003546.625807
  nChanged 95
		SP:Iteration 26Q (66173.750000 sec): 3 clusters
  Score: Raw -2006753.539405 + Penalty 3176.755052 = -2003576.784353
  nChanged 92
		SP:Iteration 27Q (66174.010000 sec): 3 clusters
  Score: Raw -2006780.993350 + Penalty 3176.755052 = -2003604.238298
  nChanged 87
		SP:Iteration 28Q (66174.220000 sec): 3 clusters
  Score: Raw -2006810.084614 + Penalty 3176.755052 = -2003633.329562
  nChanged 73
		SP:Iteration 29Q (66174.440000 sec): 3 clusters
  Score: Raw -2006829.199947 + Penalty 3176.755052 = -2003652.444895
  nChanged 55
		SP:Iteration 30Q (66174.760000 sec): 3 clusters
  Score: Raw -2006842.610792 + Penalty 3176.755052 = -2003665.855739
  nChanged 55
		SP:Iteration 31Q (66175.020000 sec): 3 clusters
  Score: Raw -2006857.153848 + Penalty 3176.755052 = -2003680.398796
  nChanged 49
		SP:Iteration 32Q (66175.230000 sec): 3 clusters
  Score: Raw -2006867.624562 + Penalty 3176.755052 = -2003690.869510
  nChanged 38
		SP:Iteration 33Q (66175.510000 sec): 3 clusters
  Score: Raw -2006874.690500 + Penalty 3176.755052 = -2003697.935448
  nChanged 38
		SP:Iteration 34Q (66175.790000 sec): 3 clusters
  Score: Raw -2006881.887756 + Penalty 3176.755052 = -2003705.132703
  nChanged 30
		SP:Iteration 35Q (66176.050000 sec): 3 clusters
  Score: Raw -2006886.623872 + Penalty 3176.755052 = -2003709.868819
  nChanged 18
		SP:Iteration 36Q (66176.320000 sec): 3 clusters
  Score: Raw -2006890.223518 + Penalty 3176.755052 = -2003713.468466
  nChanged 20
		SP:Iteration 37Q (66176.620000 sec): 3 clusters
  Score: Raw -2006894.060641 + Penalty 3176.755052 = -2003717.305589
  nChanged 21
		SP:Iteration 38Q (66176.880000 sec): 3 clusters
  Score: Raw -2006898.039562 + Penalty 3176.755052 = -2003721.284509
  nChanged 19
		SP:Iteration 39Q (66177.120000 sec): 3 clusters
  Score: Raw -2006901.171715 + Penalty 3176.755052 = -2003724.416663
  nChanged 17
		SP:Iteration 40F (66177.380000 sec): 3 clusters
  Score: Raw -2006904.184140 + Penalty 3176.755052 = -2003727.429088
  nChanged 17
		SP:Iteration 41Q (66177.610000 sec): 3 clusters
  Score: Raw -2006906.970700 + Penalty 3176.755052 = -2003730.215648
  nChanged 17
		SP:Iteration 42Q (66177.860000 sec): 3 clusters
  Score: Raw -2006910.047951 + Penalty 3176.755052 = -2003733.292899
  nChanged 21
		SP:Iteration 43Q (66178.180000 sec): 3 clusters
  Score: Raw -2006912.659738 + Penalty 3176.755052 = -2003735.904686
  nChanged 18
		SP:Iteration 44Q (66178.410000 sec): 3 clusters
  Score: Raw -2006916.868938 + Penalty 3176.755052 = -2003740.113885
  nChanged 18
		SP:Iteration 45Q (66178.680000 sec): 3 clusters
  Score: Raw -2006920.454123 + Penalty 3176.755052 = -2003743.699071
  nChanged 18
		SP:Iteration 46Q (66178.900000 sec): 3 clusters
  Score: Raw -2006924.108333 + Penalty 3176.755052 = -2003747.353281
  nChanged 8
		SP:Iteration 47Q (66179.230000 sec): 3 clusters
  Score: Raw -2006925.826992 + Penalty 3176.755052 = -2003749.071940
  nChanged 8
		SP:Iteration 48Q (66179.470000 sec): 3 clusters
  Score: Raw -2006926.910454 + Penalty 3176.755052 = -2003750.155402
  nChanged 9
		SP:Iteration 49Q (66179.770000 sec): 3 clusters
  Score: Raw -2006928.241660 + Penalty 3176.755052 = -2003751.486608
  nChanged 9
		SP:Iteration 50Q (66180.040000 sec): 3 clusters
  Score: Raw -2006929.391385 + Penalty 3176.755052 = -2003752.636333
  nChanged 7
		SP:Iteration 51Q (66180.270000 sec): 3 clusters
  Score: Raw -2006930.227641 + Penalty 3176.755052 = -2003753.472588
  nChanged 6
		SP:Iteration 52Q (66180.550000 sec): 3 clusters
  Score: Raw -2006930.834119 + Penalty 3176.755052 = -2003754.079066
  nChanged 3
		SP:Iteration 53Q (66180.790000 sec): 3 clusters
  Score: Raw -2006931.096130 + Penalty 3176.755052 = -2003754.341078
  nChanged 4
		SP:Iteration 54Q (66181.020000 sec): 3 clusters
  Score: Raw -2006931.792868 + Penalty 3176.755052 = -2003755.037815
  nChanged 5
		SP:Iteration 55Q (66181.290000 sec): 3 clusters
  Score: Raw -2006932.642778 + Penalty 3176.755052 = -2003755.887726
  nChanged 7
		SP:Iteration 56Q (66181.530000 sec): 3 clusters
  Score: Raw -2006933.975867 + Penalty 3176.755052 = -2003757.220814
  nChanged 10
		SP:Iteration 57Q (66181.810000 sec): 3 clusters
  Score: Raw -2006935.073655 + Penalty 3176.755052 = -2003758.318602
  nChanged 7
		SP:Iteration 58Q (66182.030000 sec): 3 clusters
  Score: Raw -2006936.248758 + Penalty 3176.755052 = -2003759.493706
  nChanged 7
		SP:Iteration 59Q (66182.240000 sec): 3 clusters
  Score: Raw -2006936.864476 + Penalty 3176.755052 = -2003760.109424
  nChanged 4
		SP:Iteration 60F (66182.520000 sec): 3 clusters
  Score: Raw -2006937.357625 + Penalty 3176.755052 = -2003760.602572
  nChanged 4
		SP:Iteration 61Q (66182.760000 sec): 3 clusters
  Score: Raw -2006937.775744 + Penalty 3176.755052 = -2003761.020692
  nChanged 2
		SP:Iteration 62Q (66183.010000 sec): 3 clusters
  Score: Raw -2006938.196480 + Penalty 3176.755052 = -2003761.441427
  nChanged 4
		SP:Iteration 63Q (66183.290000 sec): 3 clusters
  Score: Raw -2006938.906092 + Penalty 3176.755052 = -2003762.151040
  nChanged 6
		SP:Iteration 64Q (66183.540000 sec): 3 clusters
  Score: Raw -2006939.629284 + Penalty 3176.755052 = -2003762.874231
  nChanged 6
		SP:Iteration 65Q (66183.730000 sec): 3 clusters
  Score: Raw -2006940.346352 + Penalty 3176.755052 = -2003763.591300
  nChanged 3
		SP:Iteration 66Q (66183.990000 sec): 3 clusters
  Score: Raw -2006940.659464 + Penalty 3176.755052 = -2003763.904411
  nChanged 0
		SP:Iteration 67F (66184.230000 sec): 3 clusters
  Score: Raw -2006940.659464 + Penalty 3176.755052 = -2003763.904411
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (11418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66184.370000 sec): 2 clusters
  Score: Raw -1271061.670774 + Penalty 1518.228780 = -1269543.441994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66184.600000 sec): 3 clusters
  Score: Raw -1264630.159323 + Penalty 3036.457559 = -1261593.701763
  nChanged 4905
		SP:Iteration 1F (66184.810000 sec): 3 clusters
  Score: Raw -1267487.134441 + Penalty 3036.457559 = -1264450.676881
  nChanged 921
		SP:Iteration 2F (66185.050000 sec): 3 clusters
  Score: Raw -1268138.943789 + Penalty 3036.457559 = -1265102.486230
  nChanged 906
		SP:Iteration 3F (66185.270000 sec): 3 clusters
  Score: Raw -1268981.728076 + Penalty 3036.457559 = -1265945.270517
  nChanged 985
		SP:Iteration 4F (66185.450000 sec): 3 clusters
  Score: Raw -1269973.837340 + Penalty 3036.457559 = -1266937.379780
  nChanged 915
		SP:Iteration 5F (66185.710000 sec): 3 clusters
  Score: Raw -1270890.726897 + Penalty 3036.457559 = -1267854.269338
  nChanged 787
		SP:Iteration 6F (66185.880000 sec): 3 clusters
  Score: Raw -1271552.778948 + Penalty 3036.457559 = -1268516.321389
  nChanged 584
		SP:Iteration 7F (66186.120000 sec): 3 clusters
  Score: Raw -1271981.512455 + Penalty 3036.457559 = -1268945.054895
  nChanged 426
		SP:Iteration 8Q (66186.390000 sec): 3 clusters
  Score: Raw -1272303.695049 + Penalty 3036.457559 = -1269267.237490
  nChanged 346
		SP:Iteration 9Q (66186.610000 sec): 3 clusters
  Score: Raw -1272563.608991 + Penalty 3036.457559 = -1269527.151431
  nChanged 290
		SP:Iteration 10Q (66186.830000 sec): 3 clusters
  Score: Raw -1272746.047795 + Penalty 3036.457559 = -1269709.590236
  nChanged 215
		SP:Iteration 11Q (66187.040000 sec): 3 clusters
  Score: Raw -1272855.203226 + Penalty 3036.457559 = -1269818.745667
  nChanged 162
		SP:Iteration 12Q (66187.270000 sec): 3 clusters
  Score: Raw -1272927.337290 + Penalty 3036.457559 = -1269890.879731
  nChanged 121
		SP:Iteration 13Q (66187.480000 sec): 3 clusters
  Score: Raw -1272976.214386 + Penalty 3036.457559 = -1269939.756826
  nChanged 133
		SP:Iteration 14Q (66187.680000 sec): 3 clusters
  Score: Raw -1273038.191095 + Penalty 3036.457559 = -1270001.733536
  nChanged 119
		SP:Iteration 15Q (66187.910000 sec): 3 clusters
  Score: Raw -1273094.910529 + Penalty 3036.457559 = -1270058.452969
  nChanged 118
		SP:Iteration 16Q (66188.110000 sec): 3 clusters
  Score: Raw -1273168.995346 + Penalty 3036.457559 = -1270132.537787
  nChanged 112
		SP:Iteration 17Q (66188.320000 sec): 3 clusters
  Score: Raw -1273261.914560 + Penalty 3036.457559 = -1270225.457000
  nChanged 114
		SP:Iteration 18Q (66188.570000 sec): 3 clusters
  Score: Raw -1273334.644346 + Penalty 3036.457559 = -1270298.186787
  nChanged 98
		SP:Iteration 19Q (66188.750000 sec): 3 clusters
  Score: Raw -1273369.503341 + Penalty 3036.457559 = -1270333.045782
  nChanged 61
		SP:Iteration 20F (66188.980000 sec): 3 clusters
  Score: Raw -1273385.575272 + Penalty 3036.457559 = -1270349.117713
  nChanged 37
		SP:Iteration 21Q (66189.220000 sec): 3 clusters
  Score: Raw -1273393.323869 + Penalty 3036.457559 = -1270356.866310
  nChanged 27
		SP:Iteration 22Q (66189.430000 sec): 3 clusters
  Score: Raw -1273397.702964 + Penalty 3036.457559 = -1270361.245405
  nChanged 18
		SP:Iteration 23Q (66189.630000 sec): 3 clusters
  Score: Raw -1273401.953126 + Penalty 3036.457559 = -1270365.495567
  nChanged 20
		SP:Iteration 24Q (66189.840000 sec): 3 clusters
  Score: Raw -1273405.857880 + Penalty 3036.457559 = -1270369.400321
  nChanged 13
		SP:Iteration 25Q (66190.050000 sec): 3 clusters
  Score: Raw -1273408.042054 + Penalty 3036.457559 = -1270371.584494
  nChanged 7
		SP:Iteration 26Q (66190.270000 sec): 3 clusters
  Score: Raw -1273408.649845 + Penalty 3036.457559 = -1270372.192286
  nChanged 4
		SP:Iteration 27Q (66190.510000 sec): 3 clusters
  Score: Raw -1273409.085422 + Penalty 3036.457559 = -1270372.627863
  nChanged 2
		SP:Iteration 28Q (66190.710000 sec): 3 clusters
  Score: Raw -1273409.457025 + Penalty 3036.457559 = -1270372.999466
  nChanged 4
		SP:Iteration 29Q (66190.950000 sec): 3 clusters
  Score: Raw -1273410.159051 + Penalty 3036.457559 = -1270373.701491
  nChanged 1
		SP:Iteration 30Q (66191.160000 sec): 3 clusters
  Score: Raw -1273410.387043 + Penalty 3036.457559 = -1270373.929484
  nChanged 2
		SP:Iteration 31Q (66191.370000 sec): 3 clusters
  Score: Raw -1273410.501174 + Penalty 3036.457559 = -1270374.043614
  nChanged 1
		SP:Iteration 32Q (66191.560000 sec): 3 clusters
  Score: Raw -1273410.559131 + Penalty 3036.457559 = -1270374.101572
  nChanged 0
		SP:Iteration 33F (66191.770000 sec): 3 clusters
  Score: Raw -1273410.559131 + Penalty 3036.457559 = -1270374.101572
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (33352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66192.050000 sec): 2 clusters
  Score: Raw -4064815.143821 + Penalty 1692.416866 = -4063122.726956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66192.400000 sec): 3 clusters
  Score: Raw -4044242.131501 + Penalty 3384.833731 = -4040857.297770
  nChanged 15405
		SP:Iteration 1F (66192.740000 sec): 3 clusters
  Score: Raw -4052704.714941 + Penalty 3384.833731 = -4049319.881210
  nChanged 1486
		SP:Iteration 2Q (66193.030000 sec): 3 clusters
  Score: Raw -4053204.803402 + Penalty 3384.833731 = -4049819.969671
  nChanged 1419
		SP:Iteration 3Q (66193.390000 sec): 3 clusters
  Score: Raw -4053755.149601 + Penalty 3384.833731 = -4050370.315870
  nChanged 1434
		SP:Iteration 4Q (66193.710000 sec): 3 clusters
  Score: Raw -4054450.129192 + Penalty 3384.833731 = -4051065.295461
  nChanged 1633
		SP:Iteration 5Q (66194.050000 sec): 3 clusters
  Score: Raw -4055345.610279 + Penalty 3384.833731 = -4051960.776548
  nChanged 1712
		SP:Iteration 6F (66194.430000 sec): 3 clusters
  Score: Raw -4056418.017872 + Penalty 3384.833731 = -4053033.184141
  nChanged 1903
		SP:Iteration 7F (66194.730000 sec): 3 clusters
  Score: Raw -4057726.162858 + Penalty 3384.833731 = -4054341.329127
  nChanged 1966
		SP:Iteration 8F (66195.040000 sec): 3 clusters
  Score: Raw -4059121.099143 + Penalty 3384.833731 = -4055736.265412
  nChanged 1963
		SP:Iteration 9F (66195.390000 sec): 3 clusters
  Score: Raw -4060422.681113 + Penalty 3384.833731 = -4057037.847381
  nChanged 1667
		SP:Iteration 10Q (66195.710000 sec): 3 clusters
  Score: Raw -4061310.286919 + Penalty 3384.833731 = -4057925.453188
  nChanged 1295
		SP:Iteration 11Q (66196.040000 sec): 3 clusters
  Score: Raw -4061879.034520 + Penalty 3384.833731 = -4058494.200789
  nChanged 963
		SP:Iteration 12Q (66196.360000 sec): 3 clusters
  Score: Raw -4062198.356414 + Penalty 3384.833731 = -4058813.522683
  nChanged 699
		SP:Iteration 13Q (66196.690000 sec): 3 clusters
  Score: Raw -4062390.175024 + Penalty 3384.833731 = -4059005.341293
  nChanged 564
		SP:Iteration 14Q (66197.050000 sec): 3 clusters
  Score: Raw -4062537.298013 + Penalty 3384.833731 = -4059152.464282
  nChanged 460
		SP:Iteration 15Q (66197.370000 sec): 3 clusters
  Score: Raw -4062638.935776 + Penalty 3384.833731 = -4059254.102044
  nChanged 379
		SP:Iteration 16Q (66197.720000 sec): 3 clusters
  Score: Raw -4062711.418147 + Penalty 3384.833731 = -4059326.584415
  nChanged 313
		SP:Iteration 17Q (66198.030000 sec): 3 clusters
  Score: Raw -4062770.357102 + Penalty 3384.833731 = -4059385.523371
  nChanged 316
		SP:Iteration 18Q (66198.410000 sec): 3 clusters
  Score: Raw -4062826.949461 + Penalty 3384.833731 = -4059442.115730
  nChanged 293
		SP:Iteration 19Q (66198.730000 sec): 3 clusters
  Score: Raw -4062884.433191 + Penalty 3384.833731 = -4059499.599460
  nChanged 318
		SP:Iteration 20F (66199.040000 sec): 3 clusters
  Score: Raw -4062944.282329 + Penalty 3384.833731 = -4059559.448597
  nChanged 314
		SP:Iteration 21Q (66199.370000 sec): 3 clusters
  Score: Raw -4063002.705015 + Penalty 3384.833731 = -4059617.871284
  nChanged 290
		SP:Iteration 22Q (66199.700000 sec): 3 clusters
  Score: Raw -4063050.279055 + Penalty 3384.833731 = -4059665.445324
  nChanged 262
		SP:Iteration 23Q (66200.050000 sec): 3 clusters
  Score: Raw -4063091.081638 + Penalty 3384.833731 = -4059706.247907
  nChanged 219
		SP:Iteration 24Q (66200.390000 sec): 3 clusters
  Score: Raw -4063124.581569 + Penalty 3384.833731 = -4059739.747837
  nChanged 244
		SP:Iteration 25Q (66200.760000 sec): 3 clusters
  Score: Raw -4063165.630325 + Penalty 3384.833731 = -4059780.796594
  nChanged 259
		SP:Iteration 26Q (66201.080000 sec): 3 clusters
  Score: Raw -4063207.604153 + Penalty 3384.833731 = -4059822.770422
  nChanged 253
		SP:Iteration 27Q (66201.480000 sec): 3 clusters
  Score: Raw -4063247.779365 + Penalty 3384.833731 = -4059862.945634
  nChanged 263
		SP:Iteration 28Q (66201.840000 sec): 3 clusters
  Score: Raw -4063292.947568 + Penalty 3384.833731 = -4059908.113837
  nChanged 259
		SP:Iteration 29Q (66202.180000 sec): 3 clusters
  Score: Raw -4063338.578101 + Penalty 3384.833731 = -4059953.744369
  nChanged 263
		SP:Iteration 30Q (66202.590000 sec): 3 clusters
  Score: Raw -4063386.415634 + Penalty 3384.833731 = -4060001.581903
  nChanged 304
		SP:Iteration 31Q (66202.970000 sec): 3 clusters
  Score: Raw -4063445.186850 + Penalty 3384.833731 = -4060060.353118
  nChanged 317
		SP:Iteration 32Q (66203.270000 sec): 3 clusters
  Score: Raw -4063509.094690 + Penalty 3384.833731 = -4060124.260958
  nChanged 341
		SP:Iteration 33Q (66203.590000 sec): 3 clusters
  Score: Raw -4063579.298924 + Penalty 3384.833731 = -4060194.465192
  nChanged 318
		SP:Iteration 34Q (66203.940000 sec): 3 clusters
  Score: Raw -4063642.466230 + Penalty 3384.833731 = -4060257.632499
  nChanged 324
		SP:Iteration 35Q (66204.330000 sec): 3 clusters
  Score: Raw -4063708.789711 + Penalty 3384.833731 = -4060323.955979
  nChanged 332
		SP:Iteration 36Q (66204.630000 sec): 3 clusters
  Score: Raw -4063786.609218 + Penalty 3384.833731 = -4060401.775487
  nChanged 322
		SP:Iteration 37Q (66204.960000 sec): 3 clusters
  Score: Raw -4063856.870929 + Penalty 3384.833731 = -4060472.037197
  nChanged 304
		SP:Iteration 38Q (66205.340000 sec): 3 clusters
  Score: Raw -4063920.341716 + Penalty 3384.833731 = -4060535.507984
  nChanged 297
		SP:Iteration 39Q (66205.620000 sec): 3 clusters
  Score: Raw -4063980.065820 + Penalty 3384.833731 = -4060595.232088
  nChanged 264
		SP:Iteration 40F (66205.980000 sec): 3 clusters
  Score: Raw -4064030.163096 + Penalty 3384.833731 = -4060645.329364
  nChanged 238
		SP:Iteration 41Q (66206.310000 sec): 3 clusters
  Score: Raw -4064071.947927 + Penalty 3384.833731 = -4060687.114196
  nChanged 221
		SP:Iteration 42Q (66206.600000 sec): 3 clusters
  Score: Raw -4064108.723519 + Penalty 3384.833731 = -4060723.889788
  nChanged 189
		SP:Iteration 43Q (66206.940000 sec): 3 clusters
  Score: Raw -4064140.088243 + Penalty 3384.833731 = -4060755.254511
  nChanged 186
		SP:Iteration 44Q (66207.280000 sec): 3 clusters
  Score: Raw -4064169.356310 + Penalty 3384.833731 = -4060784.522578
  nChanged 186
		SP:Iteration 45Q (66207.640000 sec): 3 clusters
  Score: Raw -4064201.736918 + Penalty 3384.833731 = -4060816.903186
  nChanged 177
		SP:Iteration 46Q (66207.940000 sec): 3 clusters
  Score: Raw -4064231.723421 + Penalty 3384.833731 = -4060846.889690
  nChanged 169
		SP:Iteration 47Q (66208.260000 sec): 3 clusters
  Score: Raw -4064262.526276 + Penalty 3384.833731 = -4060877.692545
  nChanged 163
		SP:Iteration 48Q (66208.600000 sec): 3 clusters
  Score: Raw -4064296.603167 + Penalty 3384.833731 = -4060911.769435
  nChanged 182
		SP:Iteration 49Q (66208.890000 sec): 3 clusters
  Score: Raw -4064337.813126 + Penalty 3384.833731 = -4060952.979394
  nChanged 173
		SP:Iteration 50Q (66209.160000 sec): 3 clusters
  Score: Raw -4064375.235952 + Penalty 3384.833731 = -4060990.402221
  nChanged 165
		SP:Iteration 51Q (66209.500000 sec): 3 clusters
  Score: Raw -4064410.923928 + Penalty 3384.833731 = -4061026.090196
  nChanged 170
		SP:Iteration 52Q (66209.840000 sec): 3 clusters
  Score: Raw -4064448.024430 + Penalty 3384.833731 = -4061063.190698
  nChanged 172
		SP:Iteration 53Q (66210.110000 sec): 3 clusters
  Score: Raw -4064484.681355 + Penalty 3384.833731 = -4061099.847623
  nChanged 164
		SP:Iteration 54Q (66210.430000 sec): 3 clusters
  Score: Raw -4064518.543585 + Penalty 3384.833731 = -4061133.709853
  nChanged 166
		SP:Iteration 55Q (66210.720000 sec): 3 clusters
  Score: Raw -4064559.651786 + Penalty 3384.833731 = -4061174.818055
  nChanged 163
		SP:Iteration 56Q (66211.040000 sec): 3 clusters
  Score: Raw -4064600.230735 + Penalty 3384.833731 = -4061215.397003
  nChanged 165
		SP:Iteration 57Q (66211.360000 sec): 3 clusters
  Score: Raw -4064641.965092 + Penalty 3384.833731 = -4061257.131361
  nChanged 152
		SP:Iteration 58Q (66211.680000 sec): 3 clusters
  Score: Raw -4064673.344845 + Penalty 3384.833731 = -4061288.511113
  nChanged 145
		SP:Iteration 59Q (66211.960000 sec): 3 clusters
  Score: Raw -4064700.276913 + Penalty 3384.833731 = -4061315.443182
  nChanged 119
		SP:Iteration 60F (66212.270000 sec): 3 clusters
  Score: Raw -4064722.304423 + Penalty 3384.833731 = -4061337.470691
  nChanged 115
		SP:Iteration 61Q (66212.560000 sec): 3 clusters
  Score: Raw -4064747.292189 + Penalty 3384.833731 = -4061362.458458
  nChanged 124
		SP:Iteration 62Q (66212.850000 sec): 3 clusters
  Score: Raw -4064774.555196 + Penalty 3384.833731 = -4061389.721465
  nChanged 117
		SP:Iteration 63Q (66213.170000 sec): 3 clusters
  Score: Raw -4064800.637144 + Penalty 3384.833731 = -4061415.803413
  nChanged 118
		SP:Iteration 64Q (66213.430000 sec): 3 clusters
  Score: Raw -4064827.169368 + Penalty 3384.833731 = -4061442.335636
  nChanged 107
		SP:Iteration 65Q (66213.680000 sec): 3 clusters
  Score: Raw -4064846.878140 + Penalty 3384.833731 = -4061462.044409
  nChanged 100
		SP:Iteration 66Q (66213.950000 sec): 3 clusters
  Score: Raw -4064868.700462 + Penalty 3384.833731 = -4061483.866731
  nChanged 112
		SP:Iteration 67Q (66214.240000 sec): 3 clusters
  Score: Raw -4064893.635637 + Penalty 3384.833731 = -4061508.801906
  nChanged 91
		SP:Iteration 68Q (66214.560000 sec): 3 clusters
  Score: Raw -4064911.643848 + Penalty 3384.833731 = -4061526.810116
  nChanged 73
		SP:Iteration 69Q (66214.840000 sec): 3 clusters
  Score: Raw -4064927.718776 + Penalty 3384.833731 = -4061542.885045
  nChanged 83
		SP:Iteration 70Q (66215.110000 sec): 3 clusters
  Score: Raw -4064946.220621 + Penalty 3384.833731 = -4061561.386889
  nChanged 97
		SP:Iteration 71Q (66215.420000 sec): 3 clusters
  Score: Raw -4064967.223453 + Penalty 3384.833731 = -4061582.389722
  nChanged 86
		SP:Iteration 72Q (66215.720000 sec): 3 clusters
  Score: Raw -4064983.912933 + Penalty 3384.833731 = -4061599.079201
  nChanged 70
		SP:Iteration 73Q (66216.030000 sec): 3 clusters
  Score: Raw -4064997.694624 + Penalty 3384.833731 = -4061612.860893
  nChanged 50
		SP:Iteration 74Q (66216.400000 sec): 3 clusters
  Score: Raw -4065009.073902 + Penalty 3384.833731 = -4061624.240171
  nChanged 64
		SP:Iteration 75Q (66216.690000 sec): 3 clusters
  Score: Raw -4065025.849847 + Penalty 3384.833731 = -4061641.016116
  nChanged 63
		SP:Iteration 76Q (66216.990000 sec): 3 clusters
  Score: Raw -4065040.653513 + Penalty 3384.833731 = -4061655.819782
  nChanged 55
		SP:Iteration 77Q (66217.260000 sec): 3 clusters
  Score: Raw -4065052.587083 + Penalty 3384.833731 = -4061667.753352
  nChanged 46
		SP:Iteration 78Q (66217.570000 sec): 3 clusters
  Score: Raw -4065064.075273 + Penalty 3384.833731 = -4061679.241542
  nChanged 43
		SP:Iteration 79Q (66217.850000 sec): 3 clusters
  Score: Raw -4065076.248151 + Penalty 3384.833731 = -4061691.414420
  nChanged 35
		SP:Iteration 80F (66218.190000 sec): 3 clusters
  Score: Raw -4065083.450745 + Penalty 3384.833731 = -4061698.617013
  nChanged 28
		SP:Iteration 81Q (66218.470000 sec): 3 clusters
  Score: Raw -4065087.985325 + Penalty 3384.833731 = -4061703.151593
  nChanged 20
		SP:Iteration 82Q (66218.780000 sec): 3 clusters
  Score: Raw -4065091.313110 + Penalty 3384.833731 = -4061706.479379
  nChanged 21
		SP:Iteration 83Q (66219.140000 sec): 3 clusters
  Score: Raw -4065094.904772 + Penalty 3384.833731 = -4061710.071040
  nChanged 15
		SP:Iteration 84Q (66219.430000 sec): 3 clusters
  Score: Raw -4065097.827562 + Penalty 3384.833731 = -4061712.993831
  nChanged 18
		SP:Iteration 85Q (66219.720000 sec): 3 clusters
  Score: Raw -4065100.060054 + Penalty 3384.833731 = -4061715.226322
  nChanged 19
		SP:Iteration 86Q (66220.060000 sec): 3 clusters
  Score: Raw -4065102.840765 + Penalty 3384.833731 = -4061718.007033
  nChanged 18
		SP:Iteration 87Q (66220.380000 sec): 3 clusters
  Score: Raw -4065105.553265 + Penalty 3384.833731 = -4061720.719533
  nChanged 17
		SP:Iteration 88Q (66220.700000 sec): 3 clusters
  Score: Raw -4065108.545421 + Penalty 3384.833731 = -4061723.711690
  nChanged 15
		SP:Iteration 89Q (66220.980000 sec): 3 clusters
  Score: Raw -4065111.194987 + Penalty 3384.833731 = -4061726.361256
  nChanged 16
		SP:Iteration 90Q (66221.300000 sec): 3 clusters
  Score: Raw -4065114.059631 + Penalty 3384.833731 = -4061729.225899
  nChanged 18
		SP:Iteration 91Q (66221.600000 sec): 3 clusters
  Score: Raw -4065117.373513 + Penalty 3384.833731 = -4061732.539782
  nChanged 19
		SP:Iteration 92Q (66221.920000 sec): 3 clusters
  Score: Raw -4065120.875156 + Penalty 3384.833731 = -4061736.041424
  nChanged 23
		SP:Iteration 93Q (66222.250000 sec): 3 clusters
  Score: Raw -4065125.373890 + Penalty 3384.833731 = -4061740.540159
  nChanged 19
		SP:Iteration 94Q (66222.510000 sec): 3 clusters
  Score: Raw -4065129.621613 + Penalty 3384.833731 = -4061744.787881
  nChanged 17
		SP:Iteration 95Q (66222.810000 sec): 3 clusters
  Score: Raw -4065133.521143 + Penalty 3384.833731 = -4061748.687412
  nChanged 12
		SP:Iteration 96Q (66223.100000 sec): 3 clusters
  Score: Raw -4065135.847341 + Penalty 3384.833731 = -4061751.013610
  nChanged 12
		SP:Iteration 97Q (66223.360000 sec): 3 clusters
  Score: Raw -4065138.093775 + Penalty 3384.833731 = -4061753.260044
  nChanged 16
		SP:Iteration 98Q (66223.660000 sec): 3 clusters
  Score: Raw -4065141.074433 + Penalty 3384.833731 = -4061756.240702
  nChanged 14
		SP:Iteration 99Q (66223.910000 sec): 3 clusters
  Score: Raw -4065143.634292 + Penalty 3384.833731 = -4061758.800560
  nChanged 11
		SP:Iteration 100F (66224.240000 sec): 3 clusters
  Score: Raw -4065145.386790 + Penalty 3384.833731 = -4061760.553058
  nChanged 7
		SP:Iteration 101Q (66224.580000 sec): 3 clusters
  Score: Raw -4065146.280216 + Penalty 3384.833731 = -4061761.446485
  nChanged 6
		SP:Iteration 102Q (66224.890000 sec): 3 clusters
  Score: Raw -4065147.099175 + Penalty 3384.833731 = -4061762.265443
  nChanged 8
		SP:Iteration 103Q (66225.200000 sec): 3 clusters
  Score: Raw -4065148.370434 + Penalty 3384.833731 = -4061763.536702
  nChanged 4
		SP:Iteration 104Q (66225.490000 sec): 3 clusters
  Score: Raw -4065149.125874 + Penalty 3384.833731 = -4061764.292142
  nChanged 7
		SP:Iteration 105Q (66225.780000 sec): 3 clusters
  Score: Raw -4065150.161418 + Penalty 3384.833731 = -4061765.327687
  nChanged 6
		SP:Iteration 106Q (66226.120000 sec): 3 clusters
  Score: Raw -4065150.881589 + Penalty 3384.833731 = -4061766.047857
  nChanged 7
		SP:Iteration 107Q (66226.400000 sec): 3 clusters
  Score: Raw -4065152.500766 + Penalty 3384.833731 = -4061767.667035
  nChanged 9
		SP:Iteration 108Q (66226.710000 sec): 3 clusters
  Score: Raw -4065154.228652 + Penalty 3384.833731 = -4061769.394920
  nChanged 8
		SP:Iteration 109Q (66227.030000 sec): 3 clusters
  Score: Raw -4065156.185605 + Penalty 3384.833731 = -4061771.351873
  nChanged 9
		SP:Iteration 110Q (66227.380000 sec): 3 clusters
  Score: Raw -4065158.049924 + Penalty 3384.833731 = -4061773.216192
  nChanged 6
		SP:Iteration 111Q (66227.700000 sec): 3 clusters
  Score: Raw -4065159.352081 + Penalty 3384.833731 = -4061774.518350
  nChanged 5
		SP:Iteration 112Q (66228.000000 sec): 3 clusters
  Score: Raw -4065160.552719 + Penalty 3384.833731 = -4061775.718987
  nChanged 3
		SP:Iteration 113Q (66228.300000 sec): 3 clusters
  Score: Raw -4065161.308459 + Penalty 3384.833731 = -4061776.474728
  nChanged 4
		SP:Iteration 114Q (66228.660000 sec): 3 clusters
  Score: Raw -4065161.880430 + Penalty 3384.833731 = -4061777.046699
  nChanged 2
		SP:Iteration 115Q (66228.960000 sec): 3 clusters
  Score: Raw -4065162.271991 + Penalty 3384.833731 = -4061777.438260
  nChanged 3
		SP:Iteration 116Q (66229.320000 sec): 3 clusters
  Score: Raw -4065162.854824 + Penalty 3384.833731 = -4061778.021092
  nChanged 3
		SP:Iteration 117Q (66229.620000 sec): 3 clusters
  Score: Raw -4065163.273240 + Penalty 3384.833731 = -4061778.439509
  nChanged 3
		SP:Iteration 118Q (66230.010000 sec): 3 clusters
  Score: Raw -4065163.816729 + Penalty 3384.833731 = -4061778.982997
  nChanged 5
		SP:Iteration 119Q (66230.290000 sec): 3 clusters
  Score: Raw -4065164.296713 + Penalty 3384.833731 = -4061779.462981
  nChanged 2
		SP:Iteration 120F (66230.580000 sec): 3 clusters
  Score: Raw -4065164.549432 + Penalty 3384.833731 = -4061779.715701
  nChanged 3
		SP:Iteration 121Q (66230.920000 sec): 3 clusters
  Score: Raw -4065164.865111 + Penalty 3384.833731 = -4061780.031380
  nChanged 0
		SP:Iteration 122F (66231.250000 sec): 3 clusters
  Score: Raw -4065164.865111 + Penalty 3384.833731 = -4061780.031380
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66231.350000 sec): 2 clusters
  Score: Raw -192318.070501 + Penalty 1233.184855 = -191084.885646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66231.550000 sec): 3 clusters
  Score: Raw -191935.564014 + Penalty 2466.369710 = -189469.194303
  nChanged 832
		SP:Iteration 1F (66231.720000 sec): 3 clusters
  Score: Raw -195460.088073 + Penalty 2466.369710 = -192993.718362
  nChanged 400
		SP:Iteration 2F (66231.910000 sec): 3 clusters
  Score: Raw -199515.443956 + Penalty 2466.369710 = -197049.074245
  nChanged 155
		SP:Iteration 3F (66232.100000 sec): 3 clusters
  Score: Raw -200243.031556 + Penalty 2466.369710 = -197776.661846
  nChanged 75
		SP:Iteration 4Q (66232.240000 sec): 3 clusters
  Score: Raw -200527.033887 + Penalty 2466.369710 = -198060.664176
  nChanged 64
		SP:Iteration 5Q (66232.430000 sec): 3 clusters
  Score: Raw -200720.096989 + Penalty 2466.369710 = -198253.727279
  nChanged 56
		SP:Iteration 6Q (66232.550000 sec): 3 clusters
  Score: Raw -200891.026705 + Penalty 2466.369710 = -198424.656994
  nChanged 50
		SP:Iteration 7Q (66232.770000 sec): 3 clusters
  Score: Raw -201040.886475 + Penalty 2466.369710 = -198574.516764
  nChanged 52
		SP:Iteration 8Q (66232.990000 sec): 3 clusters
  Score: Raw -201224.839561 + Penalty 2466.369710 = -198758.469850
  nChanged 54
		SP:Iteration 9Q (66233.160000 sec): 3 clusters
  Score: Raw -201449.472949 + Penalty 2466.369710 = -198983.103238
  nChanged 49
		SP:Iteration 10Q (66233.370000 sec): 3 clusters
  Score: Raw -201656.829722 + Penalty 2466.369710 = -199190.460012
  nChanged 54
		SP:Iteration 11Q (66233.540000 sec): 3 clusters
  Score: Raw -201903.300857 + Penalty 2466.369710 = -199436.931146
  nChanged 47
		SP:Iteration 12Q (66233.720000 sec): 3 clusters
  Score: Raw -202143.927191 + Penalty 2466.369710 = -199677.557481
  nChanged 41
		SP:Iteration 13Q (66233.910000 sec): 3 clusters
  Score: Raw -202380.857269 + Penalty 2466.369710 = -199914.487559
  nChanged 36
		SP:Iteration 14Q (66234.060000 sec): 3 clusters
  Score: Raw -202579.883045 + Penalty 2466.369710 = -200113.513335
  nChanged 28
		SP:Iteration 15Q (66234.270000 sec): 3 clusters
  Score: Raw -202702.159061 + Penalty 2466.369710 = -200235.789350
  nChanged 30
		SP:Iteration 16Q (66234.470000 sec): 3 clusters
  Score: Raw -202865.358815 + Penalty 2466.369710 = -200398.989105
  nChanged 19
		SP:Iteration 17Q (66234.670000 sec): 3 clusters
  Score: Raw -203006.177335 + Penalty 2466.369710 = -200539.807625
  nChanged 17
		SP:Iteration 18Q (66234.880000 sec): 3 clusters
  Score: Raw -203263.305249 + Penalty 2466.369710 = -200796.935539
  nChanged 19
		SP:Iteration 19Q (66235.050000 sec): 3 clusters
  Score: Raw -203756.717192 + Penalty 2466.369710 = -201290.347482
  nChanged 7
		SP:Iteration 20F (66235.220000 sec): 3 clusters
  Score: Raw -203786.625709 + Penalty 2466.369710 = -201320.255999
  nChanged 1
		SP:Iteration 21Q (66235.400000 sec): 3 clusters
  Score: Raw -203788.206597 + Penalty 2466.369710 = -201321.836887
  nChanged 0
		SP:Iteration 22F (66235.580000 sec): 3 clusters
  Score: Raw -203788.206597 + Penalty 2466.369710 = -201321.836887
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (9536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66235.740000 sec): 2 clusters
  Score: Raw -1199708.309945 + Penalty 1488.959776 = -1198219.350169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66236.010000 sec): 3 clusters
  Score: Raw -1194282.222204 + Penalty 2977.919552 = -1191304.302653
  nChanged 4053
		SP:Iteration 1F (66236.290000 sec): 3 clusters
  Score: Raw -1196356.588883 + Penalty 2977.919552 = -1193378.669332
  nChanged 537
		SP:Iteration 2F (66236.530000 sec): 3 clusters
  Score: Raw -1196551.012693 + Penalty 2977.919552 = -1193573.093142
  nChanged 426
		SP:Iteration 3Q (66236.770000 sec): 3 clusters
  Score: Raw -1196687.140438 + Penalty 2977.919552 = -1193709.220887
  nChanged 358
		SP:Iteration 4Q (66237.020000 sec): 3 clusters
  Score: Raw -1196797.314007 + Penalty 2977.919552 = -1193819.394455
  nChanged 303
		SP:Iteration 5Q (66237.220000 sec): 3 clusters
  Score: Raw -1196889.266802 + Penalty 2977.919552 = -1193911.347250
  nChanged 275
		SP:Iteration 6Q (66237.470000 sec): 3 clusters
  Score: Raw -1196975.347782 + Penalty 2977.919552 = -1193997.428230
  nChanged 263
		SP:Iteration 7Q (66237.730000 sec): 3 clusters
  Score: Raw -1197052.240766 + Penalty 2977.919552 = -1194074.321214
  nChanged 243
		SP:Iteration 8Q (66237.910000 sec): 3 clusters
  Score: Raw -1197131.894376 + Penalty 2977.919552 = -1194153.974825
  nChanged 254
		SP:Iteration 9Q (66238.170000 sec): 3 clusters
  Score: Raw -1197229.388722 + Penalty 2977.919552 = -1194251.469170
  nChanged 273
		SP:Iteration 10Q (66238.430000 sec): 3 clusters
  Score: Raw -1197336.986871 + Penalty 2977.919552 = -1194359.067319
  nChanged 313
		SP:Iteration 11Q (66238.630000 sec): 3 clusters
  Score: Raw -1197486.850071 + Penalty 2977.919552 = -1194508.930520
  nChanged 375
		SP:Iteration 12Q (66238.890000 sec): 3 clusters
  Score: Raw -1197686.897240 + Penalty 2977.919552 = -1194708.977689
  nChanged 445
		SP:Iteration 13Q (66239.070000 sec): 3 clusters
  Score: Raw -1197965.213887 + Penalty 2977.919552 = -1194987.294336
  nChanged 483
		SP:Iteration 14F (66239.300000 sec): 3 clusters
  Score: Raw -1198314.003297 + Penalty 2977.919552 = -1195336.083745
  nChanged 489
		SP:Iteration 15F (66239.510000 sec): 3 clusters
  Score: Raw -1198718.486567 + Penalty 2977.919552 = -1195740.567016
  nChanged 427
		SP:Iteration 16Q (66239.720000 sec): 3 clusters
  Score: Raw -1199095.763749 + Penalty 2977.919552 = -1196117.844197
  nChanged 326
		SP:Iteration 17Q (66239.930000 sec): 3 clusters
  Score: Raw -1199401.408894 + Penalty 2977.919552 = -1196423.489342
  nChanged 195
		SP:Iteration 18Q (66240.150000 sec): 3 clusters
  Score: Raw -1199596.729545 + Penalty 2977.919552 = -1196618.809994
  nChanged 102
		SP:Iteration 19Q (66240.390000 sec): 3 clusters
  Score: Raw -1199714.000384 + Penalty 2977.919552 = -1196736.080833
  nChanged 50
		SP:Iteration 20F (66240.600000 sec): 3 clusters
  Score: Raw -1199773.239057 + Penalty 2977.919552 = -1196795.319506
  nChanged 35
		SP:Iteration 21Q (66240.830000 sec): 3 clusters
  Score: Raw -1199810.567446 + Penalty 2977.919552 = -1196832.647895
  nChanged 20
		SP:Iteration 22Q (66241.060000 sec): 3 clusters
  Score: Raw -1199834.932394 + Penalty 2977.919552 = -1196857.012842
  nChanged 12
		SP:Iteration 23Q (66241.250000 sec): 3 clusters
  Score: Raw -1199846.978403 + Penalty 2977.919552 = -1196869.058852
  nChanged 8
		SP:Iteration 24Q (66241.450000 sec): 3 clusters
  Score: Raw -1199854.597411 + Penalty 2977.919552 = -1196876.677860
  nChanged 3
		SP:Iteration 25Q (66241.680000 sec): 3 clusters
  Score: Raw -1199857.716203 + Penalty 2977.919552 = -1196879.796651
  nChanged 3
		SP:Iteration 26Q (66241.810000 sec): 3 clusters
  Score: Raw -1199862.459226 + Penalty 2977.919552 = -1196884.539674
  nChanged 5
		SP:Iteration 27Q (66242.020000 sec): 3 clusters
  Score: Raw -1199869.137960 + Penalty 2977.919552 = -1196891.218408
  nChanged 3
		SP:Iteration 28Q (66242.210000 sec): 3 clusters
  Score: Raw -1199873.383745 + Penalty 2977.919552 = -1196895.464194
  nChanged 3
		SP:Iteration 29Q (66242.420000 sec): 3 clusters
  Score: Raw -1199880.765465 + Penalty 2977.919552 = -1196902.845914
  nChanged 5
		SP:Iteration 30Q (66242.600000 sec): 3 clusters
  Score: Raw -1199889.802487 + Penalty 2977.919552 = -1196911.882935
  nChanged 5
		SP:Iteration 31Q (66242.800000 sec): 3 clusters
  Score: Raw -1199896.559689 + Penalty 2977.919552 = -1196918.640138
  nChanged 6
		SP:Iteration 32Q (66243.020000 sec): 3 clusters
  Score: Raw -1199906.381958 + Penalty 2977.919552 = -1196928.462407
  nChanged 3
		SP:Iteration 33Q (66243.210000 sec): 3 clusters
  Score: Raw -1199909.785637 + Penalty 2977.919552 = -1196931.866086
  nChanged 1
		SP:Iteration 34Q (66243.410000 sec): 3 clusters
  Score: Raw -1199910.724847 + Penalty 2977.919552 = -1196932.805295
  nChanged 0
		SP:Iteration 35F (66243.630000 sec): 3 clusters
  Score: Raw -1199910.724847 + Penalty 2977.919552 = -1196932.805295
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (17574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66243.840000 sec): 2 clusters
  Score: Raw -1997194.845558 + Penalty 1588.303570 = -1995606.541988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66244.120000 sec): 3 clusters
  Score: Raw -1986706.270049 + Penalty 3176.607140 = -1983529.662909
  nChanged 7935
		SP:Iteration 1F (66244.360000 sec): 3 clusters
  Score: Raw -1991625.950743 + Penalty 3176.607140 = -1988449.343603
  nChanged 1247
		SP:Iteration 2F (66244.630000 sec): 3 clusters
  Score: Raw -1992381.387904 + Penalty 3176.607140 = -1989204.780764
  nChanged 1159
		SP:Iteration 3F (66244.860000 sec): 3 clusters
  Score: Raw -1993132.599423 + Penalty 3176.607140 = -1989955.992283
  nChanged 1111
		SP:Iteration 4F (66245.130000 sec): 3 clusters
  Score: Raw -1993808.281042 + Penalty 3176.607140 = -1990631.673902
  nChanged 1061
		SP:Iteration 5F (66245.360000 sec): 3 clusters
  Score: Raw -1994444.660474 + Penalty 3176.607140 = -1991268.053334
  nChanged 933
		SP:Iteration 6F (66245.630000 sec): 3 clusters
  Score: Raw -1995017.664355 + Penalty 3176.607140 = -1991841.057215
  nChanged 830
		SP:Iteration 7Q (66245.880000 sec): 3 clusters
  Score: Raw -1995540.978803 + Penalty 3176.607140 = -1992364.371663
  nChanged 758
		SP:Iteration 8Q (66246.160000 sec): 3 clusters
  Score: Raw -1995927.362711 + Penalty 3176.607140 = -1992750.755571
  nChanged 594
		SP:Iteration 9Q (66246.430000 sec): 3 clusters
  Score: Raw -1996208.413980 + Penalty 3176.607140 = -1993031.806840
  nChanged 447
		SP:Iteration 10Q (66246.710000 sec): 3 clusters
  Score: Raw -1996400.969906 + Penalty 3176.607140 = -1993224.362765
  nChanged 391
		SP:Iteration 11Q (66246.990000 sec): 3 clusters
  Score: Raw -1996571.072515 + Penalty 3176.607140 = -1993394.465375
  nChanged 355
		SP:Iteration 12Q (66247.220000 sec): 3 clusters
  Score: Raw -1996691.907975 + Penalty 3176.607140 = -1993515.300834
  nChanged 272
		SP:Iteration 13Q (66247.500000 sec): 3 clusters
  Score: Raw -1996771.994174 + Penalty 3176.607140 = -1993595.387034
  nChanged 232
		SP:Iteration 14Q (66247.750000 sec): 3 clusters
  Score: Raw -1996833.471654 + Penalty 3176.607140 = -1993656.864514
  nChanged 219
		SP:Iteration 15Q (66248.030000 sec): 3 clusters
  Score: Raw -1996886.780153 + Penalty 3176.607140 = -1993710.173013
  nChanged 182
		SP:Iteration 16Q (66248.270000 sec): 3 clusters
  Score: Raw -1996921.884164 + Penalty 3176.607140 = -1993745.277024
  nChanged 138
		SP:Iteration 17Q (66248.540000 sec): 3 clusters
  Score: Raw -1996951.420997 + Penalty 3176.607140 = -1993774.813857
  nChanged 145
		SP:Iteration 18Q (66248.760000 sec): 3 clusters
  Score: Raw -1996979.791277 + Penalty 3176.607140 = -1993803.184137
  nChanged 127
		SP:Iteration 19Q (66249.010000 sec): 3 clusters
  Score: Raw -1997004.883822 + Penalty 3176.607140 = -1993828.276682
  nChanged 129
		SP:Iteration 20F (66249.270000 sec): 3 clusters
  Score: Raw -1997040.346664 + Penalty 3176.607140 = -1993863.739524
  nChanged 129
		SP:Iteration 21Q (66249.600000 sec): 3 clusters
  Score: Raw -1997079.597462 + Penalty 3176.607140 = -1993902.990322
  nChanged 134
		SP:Iteration 22Q (66249.850000 sec): 3 clusters
  Score: Raw -1997120.982419 + Penalty 3176.607140 = -1993944.375278
  nChanged 153
		SP:Iteration 23Q (66250.110000 sec): 3 clusters
  Score: Raw -1997165.608424 + Penalty 3176.607140 = -1993989.001284
  nChanged 176
		SP:Iteration 24Q (66250.390000 sec): 3 clusters
  Score: Raw -1997217.674195 + Penalty 3176.607140 = -1994041.067055
  nChanged 183
		SP:Iteration 25Q (66250.650000 sec): 3 clusters
  Score: Raw -1997272.313661 + Penalty 3176.607140 = -1994095.706521
  nChanged 185
		SP:Iteration 26Q (66250.910000 sec): 3 clusters
  Score: Raw -1997331.246440 + Penalty 3176.607140 = -1994154.639300
  nChanged 197
		SP:Iteration 27Q (66251.170000 sec): 3 clusters
  Score: Raw -1997392.325022 + Penalty 3176.607140 = -1994215.717882
  nChanged 207
		SP:Iteration 28Q (66251.450000 sec): 3 clusters
  Score: Raw -1997458.571898 + Penalty 3176.607140 = -1994281.964758
  nChanged 209
		SP:Iteration 29Q (66251.710000 sec): 3 clusters
  Score: Raw -1997516.644372 + Penalty 3176.607140 = -1994340.037231
  nChanged 190
		SP:Iteration 30Q (66251.990000 sec): 3 clusters
  Score: Raw -1997569.997969 + Penalty 3176.607140 = -1994393.390828
  nChanged 176
		SP:Iteration 31Q (66252.270000 sec): 3 clusters
  Score: Raw -1997615.909045 + Penalty 3176.607140 = -1994439.301904
  nChanged 151
		SP:Iteration 32Q (66252.490000 sec): 3 clusters
  Score: Raw -1997653.921611 + Penalty 3176.607140 = -1994477.314471
  nChanged 141
		SP:Iteration 33Q (66252.750000 sec): 3 clusters
  Score: Raw -1997682.383930 + Penalty 3176.607140 = -1994505.776790
  nChanged 126
		SP:Iteration 34Q (66252.980000 sec): 3 clusters
  Score: Raw -1997705.918547 + Penalty 3176.607140 = -1994529.311407
  nChanged 117
		SP:Iteration 35Q (66253.270000 sec): 3 clusters
  Score: Raw -1997727.412113 + Penalty 3176.607140 = -1994550.804973
  nChanged 95
		SP:Iteration 36Q (66253.510000 sec): 3 clusters
  Score: Raw -1997745.674770 + Penalty 3176.607140 = -1994569.067630
  nChanged 104
		SP:Iteration 37Q (66253.780000 sec): 3 clusters
  Score: Raw -1997762.003302 + Penalty 3176.607140 = -1994585.396161
  nChanged 97
		SP:Iteration 38Q (66254.040000 sec): 3 clusters
  Score: Raw -1997777.535628 + Penalty 3176.607140 = -1994600.928488
  nChanged 79
		SP:Iteration 39Q (66254.290000 sec): 3 clusters
  Score: Raw -1997788.429869 + Penalty 3176.607140 = -1994611.822729
  nChanged 69
		SP:Iteration 40F (66254.580000 sec): 3 clusters
  Score: Raw -1997798.879599 + Penalty 3176.607140 = -1994622.272459
  nChanged 57
		SP:Iteration 41Q (66254.840000 sec): 3 clusters
  Score: Raw -1997805.249944 + Penalty 3176.607140 = -1994628.642804
  nChanged 49
		SP:Iteration 42Q (66255.150000 sec): 3 clusters
  Score: Raw -1997810.387203 + Penalty 3176.607140 = -1994633.780062
  nChanged 40
		SP:Iteration 43Q (66255.480000 sec): 3 clusters
  Score: Raw -1997814.287655 + Penalty 3176.607140 = -1994637.680515
  nChanged 35
		SP:Iteration 44Q (66255.760000 sec): 3 clusters
  Score: Raw -1997818.683014 + Penalty 3176.607140 = -1994642.075874
  nChanged 37
		SP:Iteration 45Q (66256.080000 sec): 3 clusters
  Score: Raw -1997822.575619 + Penalty 3176.607140 = -1994645.968479
  nChanged 35
		SP:Iteration 46Q (66256.390000 sec): 3 clusters
  Score: Raw -1997825.072224 + Penalty 3176.607140 = -1994648.465084
  nChanged 28
		SP:Iteration 47Q (66256.690000 sec): 3 clusters
  Score: Raw -1997826.965870 + Penalty 3176.607140 = -1994650.358730
  nChanged 20
		SP:Iteration 48Q (66256.930000 sec): 3 clusters
  Score: Raw -1997828.826954 + Penalty 3176.607140 = -1994652.219814
  nChanged 24
		SP:Iteration 49Q (66257.210000 sec): 3 clusters
  Score: Raw -1997831.079768 + Penalty 3176.607140 = -1994654.472628
  nChanged 22
		SP:Iteration 50Q (66257.560000 sec): 3 clusters
  Score: Raw -1997832.298300 + Penalty 3176.607140 = -1994655.691159
  nChanged 19
		SP:Iteration 51Q (66257.850000 sec): 3 clusters
  Score: Raw -1997833.844972 + Penalty 3176.607140 = -1994657.237832
  nChanged 16
		SP:Iteration 52Q (66258.140000 sec): 3 clusters
  Score: Raw -1997835.086244 + Penalty 3176.607140 = -1994658.479103
  nChanged 12
		SP:Iteration 53Q (66258.390000 sec): 3 clusters
  Score: Raw -1997835.926113 + Penalty 3176.607140 = -1994659.318973
  nChanged 17
		SP:Iteration 54Q (66258.630000 sec): 3 clusters
  Score: Raw -1997837.316710 + Penalty 3176.607140 = -1994660.709570
  nChanged 21
		SP:Iteration 55Q (66258.910000 sec): 3 clusters
  Score: Raw -1997839.046198 + Penalty 3176.607140 = -1994662.439057
  nChanged 22
		SP:Iteration 56Q (66259.200000 sec): 3 clusters
  Score: Raw -1997840.926319 + Penalty 3176.607140 = -1994664.319179
  nChanged 20
		SP:Iteration 57Q (66259.520000 sec): 3 clusters
  Score: Raw -1997842.644677 + Penalty 3176.607140 = -1994666.037537
  nChanged 26
		SP:Iteration 58Q (66259.770000 sec): 3 clusters
  Score: Raw -1997844.642868 + Penalty 3176.607140 = -1994668.035728
  nChanged 19
		SP:Iteration 59Q (66260.040000 sec): 3 clusters
  Score: Raw -1997846.308694 + Penalty 3176.607140 = -1994669.701553
  nChanged 24
		SP:Iteration 60F (66260.350000 sec): 3 clusters
  Score: Raw -1997848.680117 + Penalty 3176.607140 = -1994672.072977
  nChanged 32
		SP:Iteration 61Q (66260.590000 sec): 3 clusters
  Score: Raw -1997851.945802 + Penalty 3176.607140 = -1994675.338662
  nChanged 26
		SP:Iteration 62Q (66260.830000 sec): 3 clusters
  Score: Raw -1997854.232038 + Penalty 3176.607140 = -1994677.624898
  nChanged 31
		SP:Iteration 63Q (66261.110000 sec): 3 clusters
  Score: Raw -1997857.190472 + Penalty 3176.607140 = -1994680.583332
  nChanged 36
		SP:Iteration 64Q (66261.340000 sec): 3 clusters
  Score: Raw -1997860.958789 + Penalty 3176.607140 = -1994684.351649
  nChanged 37
		SP:Iteration 65Q (66261.640000 sec): 3 clusters
  Score: Raw -1997864.804143 + Penalty 3176.607140 = -1994688.197003
  nChanged 32
		SP:Iteration 66Q (66261.920000 sec): 3 clusters
  Score: Raw -1997867.370540 + Penalty 3176.607140 = -1994690.763400
  nChanged 23
		SP:Iteration 67Q (66262.130000 sec): 3 clusters
  Score: Raw -1997869.159308 + Penalty 3176.607140 = -1994692.552167
  nChanged 21
		SP:Iteration 68Q (66262.450000 sec): 3 clusters
  Score: Raw -1997870.805073 + Penalty 3176.607140 = -1994694.197933
  nChanged 27
		SP:Iteration 69Q (66262.760000 sec): 3 clusters
  Score: Raw -1997872.766852 + Penalty 3176.607140 = -1994696.159712
  nChanged 21
		SP:Iteration 70Q (66263.030000 sec): 3 clusters
  Score: Raw -1997874.024798 + Penalty 3176.607140 = -1994697.417658
  nChanged 20
		SP:Iteration 71Q (66263.340000 sec): 3 clusters
  Score: Raw -1997875.408533 + Penalty 3176.607140 = -1994698.801393
  nChanged 31
		SP:Iteration 72Q (66263.580000 sec): 3 clusters
  Score: Raw -1997877.644200 + Penalty 3176.607140 = -1994701.037060
  nChanged 23
		SP:Iteration 73Q (66263.840000 sec): 3 clusters
  Score: Raw -1997879.118660 + Penalty 3176.607140 = -1994702.511519
  nChanged 22
		SP:Iteration 74Q (66264.130000 sec): 3 clusters
  Score: Raw -1997880.923944 + Penalty 3176.607140 = -1994704.316804
  nChanged 22
		SP:Iteration 75Q (66264.430000 sec): 3 clusters
  Score: Raw -1997882.381514 + Penalty 3176.607140 = -1994705.774374
  nChanged 24
		SP:Iteration 76Q (66264.690000 sec): 3 clusters
  Score: Raw -1997884.045207 + Penalty 3176.607140 = -1994707.438067
  nChanged 25
		SP:Iteration 77Q (66264.990000 sec): 3 clusters
  Score: Raw -1997886.304216 + Penalty 3176.607140 = -1994709.697076
  nChanged 29
		SP:Iteration 78Q (66265.250000 sec): 3 clusters
  Score: Raw -1997888.358102 + Penalty 3176.607140 = -1994711.750961
  nChanged 21
		SP:Iteration 79Q (66265.600000 sec): 3 clusters
  Score: Raw -1997889.632780 + Penalty 3176.607140 = -1994713.025640
  nChanged 20
		SP:Iteration 80F (66265.840000 sec): 3 clusters
  Score: Raw -1997890.949795 + Penalty 3176.607140 = -1994714.342654
  nChanged 23
		SP:Iteration 81Q (66266.190000 sec): 3 clusters
  Score: Raw -1997892.583745 + Penalty 3176.607140 = -1994715.976604
  nChanged 27
		SP:Iteration 82Q (66266.390000 sec): 3 clusters
  Score: Raw -1997894.768556 + Penalty 3176.607140 = -1994718.161416
  nChanged 25
		SP:Iteration 83Q (66266.680000 sec): 3 clusters
  Score: Raw -1997897.100336 + Penalty 3176.607140 = -1994720.493196
  nChanged 33
		SP:Iteration 84Q (66267.010000 sec): 3 clusters
  Score: Raw -1997900.434623 + Penalty 3176.607140 = -1994723.827483
  nChanged 34
		SP:Iteration 85Q (66267.360000 sec): 3 clusters
  Score: Raw -1997902.932277 + Penalty 3176.607140 = -1994726.325137
  nChanged 17
		SP:Iteration 86Q (66267.610000 sec): 3 clusters
  Score: Raw -1997904.171227 + Penalty 3176.607140 = -1994727.564086
  nChanged 18
		SP:Iteration 87Q (66267.930000 sec): 3 clusters
  Score: Raw -1997905.655016 + Penalty 3176.607140 = -1994729.047876
  nChanged 20
		SP:Iteration 88Q (66268.180000 sec): 3 clusters
  Score: Raw -1997907.037982 + Penalty 3176.607140 = -1994730.430841
  nChanged 23
		SP:Iteration 89Q (66268.480000 sec): 3 clusters
  Score: Raw -1997908.540843 + Penalty 3176.607140 = -1994731.933702
  nChanged 25
		SP:Iteration 90Q (66268.740000 sec): 3 clusters
  Score: Raw -1997910.675704 + Penalty 3176.607140 = -1994734.068563
  nChanged 21
		SP:Iteration 91Q (66269.130000 sec): 3 clusters
  Score: Raw -1997912.194496 + Penalty 3176.607140 = -1994735.587356
  nChanged 21
		SP:Iteration 92Q (66269.390000 sec): 3 clusters
  Score: Raw -1997913.795980 + Penalty 3176.607140 = -1994737.188840
  nChanged 23
		SP:Iteration 93Q (66269.730000 sec): 3 clusters
  Score: Raw -1997915.145812 + Penalty 3176.607140 = -1994738.538672
  nChanged 14
		SP:Iteration 94Q (66269.990000 sec): 3 clusters
  Score: Raw -1997916.099727 + Penalty 3176.607140 = -1994739.492586
  nChanged 18
		SP:Iteration 95Q (66270.280000 sec): 3 clusters
  Score: Raw -1997917.856678 + Penalty 3176.607140 = -1994741.249538
  nChanged 27
		SP:Iteration 96Q (66270.510000 sec): 3 clusters
  Score: Raw -1997919.984907 + Penalty 3176.607140 = -1994743.377767
  nChanged 37
		SP:Iteration 97Q (66270.820000 sec): 3 clusters
  Score: Raw -1997923.334949 + Penalty 3176.607140 = -1994746.727809
  nChanged 33
		SP:Iteration 98Q (66271.130000 sec): 3 clusters
  Score: Raw -1997925.949262 + Penalty 3176.607140 = -1994749.342122
  nChanged 34
		SP:Iteration 99Q (66271.380000 sec): 3 clusters
  Score: Raw -1997928.958984 + Penalty 3176.607140 = -1994752.351844
  nChanged 39
		SP:Iteration 100F (66271.710000 sec): 3 clusters
  Score: Raw -1997932.326985 + Penalty 3176.607140 = -1994755.719845
  nChanged 35
		SP:Iteration 101Q (66271.960000 sec): 3 clusters
  Score: Raw -1997935.779690 + Penalty 3176.607140 = -1994759.172550
  nChanged 43
		SP:Iteration 102Q (66272.250000 sec): 3 clusters
  Score: Raw -1997940.411378 + Penalty 3176.607140 = -1994763.804238
  nChanged 45
		SP:Iteration 103Q (66272.550000 sec): 3 clusters
  Score: Raw -1997944.688630 + Penalty 3176.607140 = -1994768.081489
  nChanged 38
		SP:Iteration 104Q (66272.800000 sec): 3 clusters
  Score: Raw -1997947.981456 + Penalty 3176.607140 = -1994771.374316
  nChanged 25
		SP:Iteration 105Q (66273.040000 sec): 3 clusters
  Score: Raw -1997949.527276 + Penalty 3176.607140 = -1994772.920135
  nChanged 21
		SP:Iteration 106Q (66273.350000 sec): 3 clusters
  Score: Raw -1997950.941933 + Penalty 3176.607140 = -1994774.334792
  nChanged 16
		SP:Iteration 107Q (66273.630000 sec): 3 clusters
  Score: Raw -1997951.721881 + Penalty 3176.607140 = -1994775.114741
  nChanged 11
		SP:Iteration 108Q (66273.920000 sec): 3 clusters
  Score: Raw -1997952.400348 + Penalty 3176.607140 = -1994775.793208
  nChanged 13
		SP:Iteration 109Q (66274.190000 sec): 3 clusters
  Score: Raw -1997953.263877 + Penalty 3176.607140 = -1994776.656737
  nChanged 12
		SP:Iteration 110Q (66274.450000 sec): 3 clusters
  Score: Raw -1997954.082008 + Penalty 3176.607140 = -1994777.474868
  nChanged 8
		SP:Iteration 111Q (66274.740000 sec): 3 clusters
  Score: Raw -1997954.621377 + Penalty 3176.607140 = -1994778.014237
  nChanged 10
		SP:Iteration 112Q (66274.980000 sec): 3 clusters
  Score: Raw -1997955.213560 + Penalty 3176.607140 = -1994778.606420
  nChanged 13
		SP:Iteration 113Q (66275.300000 sec): 3 clusters
  Score: Raw -1997956.186588 + Penalty 3176.607140 = -1994779.579447
  nChanged 12
		SP:Iteration 114Q (66275.520000 sec): 3 clusters
  Score: Raw -1997956.858547 + Penalty 3176.607140 = -1994780.251407
  nChanged 10
		SP:Iteration 115Q (66275.810000 sec): 3 clusters
  Score: Raw -1997957.519605 + Penalty 3176.607140 = -1994780.912464
  nChanged 9
		SP:Iteration 116Q (66276.030000 sec): 3 clusters
  Score: Raw -1997958.079859 + Penalty 3176.607140 = -1994781.472719
  nChanged 8
		SP:Iteration 117Q (66276.330000 sec): 3 clusters
  Score: Raw -1997958.586743 + Penalty 3176.607140 = -1994781.979603
  nChanged 8
		SP:Iteration 118Q (66276.560000 sec): 3 clusters
  Score: Raw -1997959.190616 + Penalty 3176.607140 = -1994782.583475
  nChanged 10
		SP:Iteration 119Q (66276.850000 sec): 3 clusters
  Score: Raw -1997959.813821 + Penalty 3176.607140 = -1994783.206681
  nChanged 7
		SP:Iteration 120F (66277.160000 sec): 3 clusters
  Score: Raw -1997960.238845 + Penalty 3176.607140 = -1994783.631705
  nChanged 8
		SP:Iteration 121Q (66277.430000 sec): 3 clusters
  Score: Raw -1997960.777298 + Penalty 3176.607140 = -1994784.170157
  nChanged 9
		SP:Iteration 122Q (66277.650000 sec): 3 clusters
  Score: Raw -1997961.262723 + Penalty 3176.607140 = -1994784.655583
  nChanged 11
		SP:Iteration 123Q (66277.870000 sec): 3 clusters
  Score: Raw -1997961.659477 + Penalty 3176.607140 = -1994785.052337
  nChanged 4
		SP:Iteration 124Q (66278.110000 sec): 3 clusters
  Score: Raw -1997961.832403 + Penalty 3176.607140 = -1994785.225263
  nChanged 8
		SP:Iteration 125Q (66278.380000 sec): 3 clusters
  Score: Raw -1997962.218902 + Penalty 3176.607140 = -1994785.611762
  nChanged 6
		SP:Iteration 126Q (66278.720000 sec): 3 clusters
  Score: Raw -1997962.581400 + Penalty 3176.607140 = -1994785.974259
  nChanged 10
		SP:Iteration 127Q (66279.020000 sec): 3 clusters
  Score: Raw -1997963.195038 + Penalty 3176.607140 = -1994786.587898
  nChanged 11
		SP:Iteration 128Q (66279.310000 sec): 3 clusters
  Score: Raw -1997963.967245 + Penalty 3176.607140 = -1994787.360105
  nChanged 9
		SP:Iteration 129Q (66279.630000 sec): 3 clusters
  Score: Raw -1997964.512369 + Penalty 3176.607140 = -1994787.905229
  nChanged 8
		SP:Iteration 130Q (66279.920000 sec): 3 clusters
  Score: Raw -1997964.833671 + Penalty 3176.607140 = -1994788.226530
  nChanged 7
		SP:Iteration 131Q (66280.250000 sec): 3 clusters
  Score: Raw -1997965.199803 + Penalty 3176.607140 = -1994788.592663
  nChanged 8
		SP:Iteration 132Q (66280.540000 sec): 3 clusters
  Score: Raw -1997965.621145 + Penalty 3176.607140 = -1994789.014005
  nChanged 8
		SP:Iteration 133Q (66280.870000 sec): 3 clusters
  Score: Raw -1997965.977593 + Penalty 3176.607140 = -1994789.370453
  nChanged 5
		SP:Iteration 134Q (66281.120000 sec): 3 clusters
  Score: Raw -1997966.251261 + Penalty 3176.607140 = -1994789.644121
  nChanged 4
		SP:Iteration 135Q (66281.340000 sec): 3 clusters
  Score: Raw -1997966.481922 + Penalty 3176.607140 = -1994789.874782
  nChanged 3
		SP:Iteration 136Q (66281.620000 sec): 3 clusters
  Score: Raw -1997966.597910 + Penalty 3176.607140 = -1994789.990770
  nChanged 2
		SP:Iteration 137Q (66281.900000 sec): 3 clusters
  Score: Raw -1997966.735173 + Penalty 3176.607140 = -1994790.128033
  nChanged 2
		SP:Iteration 138Q (66282.230000 sec): 3 clusters
  Score: Raw -1997966.867084 + Penalty 3176.607140 = -1994790.259944
  nChanged 3
		SP:Iteration 139Q (66282.510000 sec): 3 clusters
  Score: Raw -1997966.969648 + Penalty 3176.607140 = -1994790.362508
  nChanged 1
		SP:Iteration 140F (66282.820000 sec): 3 clusters
  Score: Raw -1997966.997634 + Penalty 3176.607140 = -1994790.390494
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (18529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66283.000000 sec): 2 clusters
  Score: Raw -2304203.870765 + Penalty 1596.902507 = -2302606.968258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66283.320000 sec): 3 clusters
  Score: Raw -2293201.123771 + Penalty 3193.805014 = -2290007.318757
  nChanged 8289
		SP:Iteration 1F (66283.600000 sec): 3 clusters
  Score: Raw -2297841.735479 + Penalty 3193.805014 = -2294647.930465
  nChanged 932
		SP:Iteration 2F (66283.900000 sec): 3 clusters
  Score: Raw -2298196.110334 + Penalty 3193.805014 = -2295002.305320
  nChanged 937
		SP:Iteration 3F (66284.170000 sec): 3 clusters
  Score: Raw -2298611.611966 + Penalty 3193.805014 = -2295417.806952
  nChanged 1020
		SP:Iteration 4F (66284.520000 sec): 3 clusters
  Score: Raw -2299133.380587 + Penalty 3193.805014 = -2295939.575572
  nChanged 1055
		SP:Iteration 5F (66284.860000 sec): 3 clusters
  Score: Raw -2299774.386845 + Penalty 3193.805014 = -2296580.581831
  nChanged 1180
		SP:Iteration 6F (66285.170000 sec): 3 clusters
  Score: Raw -2300629.352465 + Penalty 3193.805014 = -2297435.547451
  nChanged 1194
		SP:Iteration 7F (66285.420000 sec): 3 clusters
  Score: Raw -2301593.438324 + Penalty 3193.805014 = -2298399.633310
  nChanged 1039
		SP:Iteration 8F (66285.720000 sec): 3 clusters
  Score: Raw -2302459.340890 + Penalty 3193.805014 = -2299265.535876
  nChanged 824
		SP:Iteration 9Q (66285.940000 sec): 3 clusters
  Score: Raw -2303162.799682 + Penalty 3193.805014 = -2299968.994668
  nChanged 637
		SP:Iteration 10Q (66286.210000 sec): 3 clusters
  Score: Raw -2303701.004804 + Penalty 3193.805014 = -2300507.199790
  nChanged 377
		SP:Iteration 11Q (66286.500000 sec): 3 clusters
  Score: Raw -2304013.486211 + Penalty 3193.805014 = -2300819.681197
  nChanged 221
		SP:Iteration 12Q (66286.750000 sec): 3 clusters
  Score: Raw -2304175.233579 + Penalty 3193.805014 = -2300981.428565
  nChanged 126
		SP:Iteration 13Q (66287.040000 sec): 3 clusters
  Score: Raw -2304267.142547 + Penalty 3193.805014 = -2301073.337533
  nChanged 69
		SP:Iteration 14Q (66287.240000 sec): 3 clusters
  Score: Raw -2304316.219530 + Penalty 3193.805014 = -2301122.414516
  nChanged 40
		SP:Iteration 15Q (66287.530000 sec): 3 clusters
  Score: Raw -2304344.499888 + Penalty 3193.805014 = -2301150.694874
  nChanged 37
		SP:Iteration 16Q (66287.820000 sec): 3 clusters
  Score: Raw -2304375.867712 + Penalty 3193.805014 = -2301182.062698
  nChanged 24
		SP:Iteration 17Q (66288.090000 sec): 3 clusters
  Score: Raw -2304396.745197 + Penalty 3193.805014 = -2301202.940183
  nChanged 20
		SP:Iteration 18Q (66288.340000 sec): 3 clusters
  Score: Raw -2304417.367722 + Penalty 3193.805014 = -2301223.562708
  nChanged 13
		SP:Iteration 19Q (66288.650000 sec): 3 clusters
  Score: Raw -2304430.498965 + Penalty 3193.805014 = -2301236.693951
  nChanged 15
		SP:Iteration 20F (66288.930000 sec): 3 clusters
  Score: Raw -2304443.388119 + Penalty 3193.805014 = -2301249.583105
  nChanged 7
		SP:Iteration 21Q (66289.200000 sec): 3 clusters
  Score: Raw -2304450.076935 + Penalty 3193.805014 = -2301256.271921
  nChanged 5
		SP:Iteration 22Q (66289.530000 sec): 3 clusters
  Score: Raw -2304454.892395 + Penalty 3193.805014 = -2301261.087381
  nChanged 9
		SP:Iteration 23Q (66289.720000 sec): 3 clusters
  Score: Raw -2304463.688116 + Penalty 3193.805014 = -2301269.883102
  nChanged 5
		SP:Iteration 24Q (66289.980000 sec): 3 clusters
  Score: Raw -2304467.213106 + Penalty 3193.805014 = -2301273.408092
  nChanged 6
		SP:Iteration 25Q (66290.240000 sec): 3 clusters
  Score: Raw -2304472.446134 + Penalty 3193.805014 = -2301278.641120
  nChanged 4
		SP:Iteration 26Q (66290.480000 sec): 3 clusters
  Score: Raw -2304476.258112 + Penalty 3193.805014 = -2301282.453098
  nChanged 4
		SP:Iteration 27Q (66290.780000 sec): 3 clusters
  Score: Raw -2304479.957462 + Penalty 3193.805014 = -2301286.152448
  nChanged 4
		SP:Iteration 28Q (66291.060000 sec): 3 clusters
  Score: Raw -2304483.000195 + Penalty 3193.805014 = -2301289.195181
  nChanged 2
		SP:Iteration 29Q (66291.340000 sec): 3 clusters
  Score: Raw -2304484.428151 + Penalty 3193.805014 = -2301290.623136
  nChanged 2
		SP:Iteration 30Q (66291.580000 sec): 3 clusters
  Score: Raw -2304486.090422 + Penalty 3193.805014 = -2301292.285408
  nChanged 4
		SP:Iteration 31Q (66291.800000 sec): 3 clusters
  Score: Raw -2304489.664854 + Penalty 3193.805014 = -2301295.859840
  nChanged 5
		SP:Iteration 32Q (66292.100000 sec): 3 clusters
  Score: Raw -2304493.205484 + Penalty 3193.805014 = -2301299.400470
  nChanged 2
		SP:Iteration 33Q (66292.320000 sec): 3 clusters
  Score: Raw -2304495.970034 + Penalty 3193.805014 = -2301302.165020
  nChanged 3
		SP:Iteration 34Q (66292.600000 sec): 3 clusters
  Score: Raw -2304497.936038 + Penalty 3193.805014 = -2301304.131024
  nChanged 1
		SP:Iteration 35Q (66292.860000 sec): 3 clusters
  Score: Raw -2304498.523128 + Penalty 3193.805014 = -2301304.718114
  nChanged 0
		SP:Iteration 36F (66293.110000 sec): 3 clusters
  Score: Raw -2304498.523128 + Penalty 3193.805014 = -2301304.718114
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (43400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66293.430000 sec): 2 clusters
  Score: Raw -5020567.826463 + Penalty 1735.209892 = -5018832.616571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66293.850000 sec): 3 clusters
  Score: Raw -4993178.048783 + Penalty 3470.419784 = -4989707.628999
  nChanged 20339
		SP:Iteration 1F (66294.200000 sec): 3 clusters
  Score: Raw -5005283.131362 + Penalty 3470.419784 = -5001812.711578
  nChanged 2331
		SP:Iteration 2F (66294.620000 sec): 3 clusters
  Score: Raw -5006327.983499 + Penalty 3470.419784 = -5002857.563715
  nChanged 2455
		SP:Iteration 3F (66294.980000 sec): 3 clusters
  Score: Raw -5007594.342626 + Penalty 3470.419784 = -5004123.922842
  nChanged 2670
		SP:Iteration 4F (66295.350000 sec): 3 clusters
  Score: Raw -5009167.610954 + Penalty 3470.419784 = -5005697.191170
  nChanged 2759
		SP:Iteration 5F (66295.740000 sec): 3 clusters
  Score: Raw -5010951.844239 + Penalty 3470.419784 = -5007481.424455
  nChanged 2598
		SP:Iteration 6F (66296.090000 sec): 3 clusters
  Score: Raw -5012652.870891 + Penalty 3470.419784 = -5009182.451107
  nChanged 2424
		SP:Iteration 7F (66296.470000 sec): 3 clusters
  Score: Raw -5014091.446373 + Penalty 3470.419784 = -5010621.026589
  nChanged 2075
		SP:Iteration 8Q (66296.870000 sec): 3 clusters
  Score: Raw -5015168.365728 + Penalty 3470.419784 = -5011697.945944
  nChanged 1655
		SP:Iteration 9Q (66297.210000 sec): 3 clusters
  Score: Raw -5015904.708416 + Penalty 3470.419784 = -5012434.288632
  nChanged 1218
		SP:Iteration 10Q (66297.630000 sec): 3 clusters
  Score: Raw -5016400.062656 + Penalty 3470.419784 = -5012929.642872
  nChanged 954
		SP:Iteration 11Q (66297.990000 sec): 3 clusters
  Score: Raw -5016761.924668 + Penalty 3470.419784 = -5013291.504884
  nChanged 788
		SP:Iteration 12Q (66298.410000 sec): 3 clusters
  Score: Raw -5017074.871029 + Penalty 3470.419784 = -5013604.451245
  nChanged 740
		SP:Iteration 13Q (66298.800000 sec): 3 clusters
  Score: Raw -5017364.264728 + Penalty 3470.419784 = -5013893.844944
  nChanged 701
		SP:Iteration 14Q (66299.220000 sec): 3 clusters
  Score: Raw -5017590.763233 + Penalty 3470.419784 = -5014120.343449
  nChanged 646
		SP:Iteration 15Q (66299.580000 sec): 3 clusters
  Score: Raw -5017772.306740 + Penalty 3470.419784 = -5014301.886956
  nChanged 559
		SP:Iteration 16Q (66300.020000 sec): 3 clusters
  Score: Raw -5017914.662350 + Penalty 3470.419784 = -5014444.242566
  nChanged 516
		SP:Iteration 17Q (66300.380000 sec): 3 clusters
  Score: Raw -5018040.897396 + Penalty 3470.419784 = -5014570.477612
  nChanged 454
		SP:Iteration 18Q (66300.810000 sec): 3 clusters
  Score: Raw -5018142.706961 + Penalty 3470.419784 = -5014672.287177
  nChanged 391
		SP:Iteration 19Q (66301.170000 sec): 3 clusters
  Score: Raw -5018217.696227 + Penalty 3470.419784 = -5014747.276443
  nChanged 353
		SP:Iteration 20F (66301.600000 sec): 3 clusters
  Score: Raw -5018277.695388 + Penalty 3470.419784 = -5014807.275604
  nChanged 338
		SP:Iteration 21Q (66301.930000 sec): 3 clusters
  Score: Raw -5018330.936937 + Penalty 3470.419784 = -5014860.517153
  nChanged 282
		SP:Iteration 22Q (66302.370000 sec): 3 clusters
  Score: Raw -5018374.910859 + Penalty 3470.419784 = -5014904.491075
  nChanged 269
		SP:Iteration 23Q (66302.770000 sec): 3 clusters
  Score: Raw -5018409.897490 + Penalty 3470.419784 = -5014939.477706
  nChanged 237
		SP:Iteration 24Q (66303.130000 sec): 3 clusters
  Score: Raw -5018441.829447 + Penalty 3470.419784 = -5014971.409663
  nChanged 228
		SP:Iteration 25Q (66303.590000 sec): 3 clusters
  Score: Raw -5018469.337846 + Penalty 3470.419784 = -5014998.918061
  nChanged 197
		SP:Iteration 26Q (66303.980000 sec): 3 clusters
  Score: Raw -5018491.327710 + Penalty 3470.419784 = -5015020.907926
  nChanged 166
		SP:Iteration 27Q (66304.370000 sec): 3 clusters
  Score: Raw -5018509.888681 + Penalty 3470.419784 = -5015039.468897
  nChanged 156
		SP:Iteration 28Q (66304.730000 sec): 3 clusters
  Score: Raw -5018527.666638 + Penalty 3470.419784 = -5015057.246854
  nChanged 141
		SP:Iteration 29Q (66305.180000 sec): 3 clusters
  Score: Raw -5018543.667472 + Penalty 3470.419784 = -5015073.247688
  nChanged 140
		SP:Iteration 30Q (66305.610000 sec): 3 clusters
  Score: Raw -5018558.018602 + Penalty 3470.419784 = -5015087.598818
  nChanged 125
		SP:Iteration 31Q (66306.040000 sec): 3 clusters
  Score: Raw -5018568.609409 + Penalty 3470.419784 = -5015098.189625
  nChanged 96
		SP:Iteration 32Q (66306.410000 sec): 3 clusters
  Score: Raw -5018576.517837 + Penalty 3470.419784 = -5015106.098053
  nChanged 104
		SP:Iteration 33Q (66306.830000 sec): 3 clusters
  Score: Raw -5018584.106754 + Penalty 3470.419784 = -5015113.686970
  nChanged 99
		SP:Iteration 34Q (66307.230000 sec): 3 clusters
  Score: Raw -5018592.302108 + Penalty 3470.419784 = -5015121.882324
  nChanged 108
		SP:Iteration 35Q (66307.620000 sec): 3 clusters
  Score: Raw -5018601.911776 + Penalty 3470.419784 = -5015131.491992
  nChanged 111
		SP:Iteration 36Q (66307.960000 sec): 3 clusters
  Score: Raw -5018610.709220 + Penalty 3470.419784 = -5015140.289436
  nChanged 116
		SP:Iteration 37Q (66308.420000 sec): 3 clusters
  Score: Raw -5018620.508023 + Penalty 3470.419784 = -5015150.088239
  nChanged 119
		SP:Iteration 38Q (66308.770000 sec): 3 clusters
  Score: Raw -5018629.276567 + Penalty 3470.419784 = -5015158.856783
  nChanged 98
		SP:Iteration 39Q (66309.180000 sec): 3 clusters
  Score: Raw -5018637.350707 + Penalty 3470.419784 = -5015166.930923
  nChanged 110
		SP:Iteration 40F (66309.580000 sec): 3 clusters
  Score: Raw -5018647.263325 + Penalty 3470.419784 = -5015176.843541
  nChanged 109
		SP:Iteration 41Q (66310.010000 sec): 3 clusters
  Score: Raw -5018656.149189 + Penalty 3470.419784 = -5015185.729405
  nChanged 111
		SP:Iteration 42Q (66310.460000 sec): 3 clusters
  Score: Raw -5018664.667795 + Penalty 3470.419784 = -5015194.248011
  nChanged 104
		SP:Iteration 43Q (66310.860000 sec): 3 clusters
  Score: Raw -5018672.162907 + Penalty 3470.419784 = -5015201.743123
  nChanged 95
		SP:Iteration 44Q (66311.260000 sec): 3 clusters
  Score: Raw -5018679.827069 + Penalty 3470.419784 = -5015209.407285
  nChanged 108
		SP:Iteration 45Q (66311.670000 sec): 3 clusters
  Score: Raw -5018688.413209 + Penalty 3470.419784 = -5015217.993425
  nChanged 116
		SP:Iteration 46Q (66312.040000 sec): 3 clusters
  Score: Raw -5018698.464560 + Penalty 3470.419784 = -5015228.044776
  nChanged 128
		SP:Iteration 47Q (66312.450000 sec): 3 clusters
  Score: Raw -5018708.901326 + Penalty 3470.419784 = -5015238.481542
  nChanged 126
		SP:Iteration 48Q (66312.850000 sec): 3 clusters
  Score: Raw -5018718.456217 + Penalty 3470.419784 = -5015248.036433
  nChanged 117
		SP:Iteration 49Q (66313.230000 sec): 3 clusters
  Score: Raw -5018727.299117 + Penalty 3470.419784 = -5015256.879333
  nChanged 124
		SP:Iteration 50Q (66313.640000 sec): 3 clusters
  Score: Raw -5018736.918861 + Penalty 3470.419784 = -5015266.499077
  nChanged 116
		SP:Iteration 51Q (66314.010000 sec): 3 clusters
  Score: Raw -5018747.357111 + Penalty 3470.419784 = -5015276.937327
  nChanged 127
		SP:Iteration 52Q (66314.370000 sec): 3 clusters
  Score: Raw -5018758.167167 + Penalty 3470.419784 = -5015287.747383
  nChanged 133
		SP:Iteration 53Q (66314.750000 sec): 3 clusters
  Score: Raw -5018769.289230 + Penalty 3470.419784 = -5015298.869446
  nChanged 132
		SP:Iteration 54Q (66315.130000 sec): 3 clusters
  Score: Raw -5018778.936290 + Penalty 3470.419784 = -5015308.516506
  nChanged 139
		SP:Iteration 55Q (66315.480000 sec): 3 clusters
  Score: Raw -5018791.747380 + Penalty 3470.419784 = -5015321.327596
  nChanged 153
		SP:Iteration 56Q (66315.880000 sec): 3 clusters
  Score: Raw -5018810.299027 + Penalty 3470.419784 = -5015339.879243
  nChanged 163
		SP:Iteration 57Q (66316.310000 sec): 3 clusters
  Score: Raw -5018829.696839 + Penalty 3470.419784 = -5015359.277055
  nChanged 187
		SP:Iteration 58Q (66316.700000 sec): 3 clusters
  Score: Raw -5018854.237995 + Penalty 3470.419784 = -5015383.818211
  nChanged 190
		SP:Iteration 59Q (66317.100000 sec): 3 clusters
  Score: Raw -5018876.941620 + Penalty 3470.419784 = -5015406.521836
  nChanged 194
		SP:Iteration 60F (66317.460000 sec): 3 clusters
  Score: Raw -5018898.559344 + Penalty 3470.419784 = -5015428.139560
  nChanged 174
		SP:Iteration 61Q (66317.910000 sec): 3 clusters
  Score: Raw -5018917.177638 + Penalty 3470.419784 = -5015446.757854
  nChanged 169
		SP:Iteration 62Q (66318.320000 sec): 3 clusters
  Score: Raw -5018934.998706 + Penalty 3470.419784 = -5015464.578922
  nChanged 150
		SP:Iteration 63Q (66318.760000 sec): 3 clusters
  Score: Raw -5018951.686184 + Penalty 3470.419784 = -5015481.266400
  nChanged 175
		SP:Iteration 64Q (66319.120000 sec): 3 clusters
  Score: Raw -5018972.243287 + Penalty 3470.419784 = -5015501.823503
  nChanged 170
		SP:Iteration 65Q (66319.530000 sec): 3 clusters
  Score: Raw -5018990.409136 + Penalty 3470.419784 = -5015519.989352
  nChanged 141
		SP:Iteration 66Q (66319.960000 sec): 3 clusters
  Score: Raw -5019005.309737 + Penalty 3470.419784 = -5015534.889953
  nChanged 136
		SP:Iteration 67Q (66320.350000 sec): 3 clusters
  Score: Raw -5019019.308935 + Penalty 3470.419784 = -5015548.889151
  nChanged 150
		SP:Iteration 68Q (66320.720000 sec): 3 clusters
  Score: Raw -5019033.880595 + Penalty 3470.419784 = -5015563.460811
  nChanged 133
		SP:Iteration 69Q (66321.230000 sec): 3 clusters
  Score: Raw -5019046.662937 + Penalty 3470.419784 = -5015576.243153
  nChanged 136
		SP:Iteration 70Q (66321.640000 sec): 3 clusters
  Score: Raw -5019060.292464 + Penalty 3470.419784 = -5015589.872680
  nChanged 126
		SP:Iteration 71Q (66322.010000 sec): 3 clusters
  Score: Raw -5019072.124492 + Penalty 3470.419784 = -5015601.704708
  nChanged 113
		SP:Iteration 72Q (66322.390000 sec): 3 clusters
  Score: Raw -5019082.572642 + Penalty 3470.419784 = -5015612.152858
  nChanged 125
		SP:Iteration 73Q (66322.740000 sec): 3 clusters
  Score: Raw -5019095.182653 + Penalty 3470.419784 = -5015624.762869
  nChanged 134
		SP:Iteration 74Q (66323.200000 sec): 3 clusters
  Score: Raw -5019110.354065 + Penalty 3470.419784 = -5015639.934281
  nChanged 146
		SP:Iteration 75Q (66323.590000 sec): 3 clusters
  Score: Raw -5019128.803645 + Penalty 3470.419784 = -5015658.383861
  nChanged 155
		SP:Iteration 76Q (66324.000000 sec): 3 clusters
  Score: Raw -5019149.113003 + Penalty 3470.419784 = -5015678.693219
  nChanged 163
		SP:Iteration 77Q (66324.370000 sec): 3 clusters
  Score: Raw -5019170.919522 + Penalty 3470.419784 = -5015700.499738
  nChanged 184
		SP:Iteration 78Q (66324.750000 sec): 3 clusters
  Score: Raw -5019192.580744 + Penalty 3470.419784 = -5015722.160960
  nChanged 161
		SP:Iteration 79Q (66325.120000 sec): 3 clusters
  Score: Raw -5019213.500995 + Penalty 3470.419784 = -5015743.081211
  nChanged 180
		SP:Iteration 80F (66325.550000 sec): 3 clusters
  Score: Raw -5019238.519918 + Penalty 3470.419784 = -5015768.100134
  nChanged 177
		SP:Iteration 81Q (66325.920000 sec): 3 clusters
  Score: Raw -5019264.666803 + Penalty 3470.419784 = -5015794.247019
  nChanged 166
		SP:Iteration 82Q (66326.380000 sec): 3 clusters
  Score: Raw -5019287.341605 + Penalty 3470.419784 = -5015816.921821
  nChanged 173
		SP:Iteration 83Q (66326.780000 sec): 3 clusters
  Score: Raw -5019310.457881 + Penalty 3470.419784 = -5015840.038097
  nChanged 183
		SP:Iteration 84Q (66327.180000 sec): 3 clusters
  Score: Raw -5019338.681975 + Penalty 3470.419784 = -5015868.262190
  nChanged 200
		SP:Iteration 85Q (66327.560000 sec): 3 clusters
  Score: Raw -5019370.142921 + Penalty 3470.419784 = -5015899.723137
  nChanged 217
		SP:Iteration 86Q (66327.980000 sec): 3 clusters
  Score: Raw -5019406.074461 + Penalty 3470.419784 = -5015935.654677
  nChanged 209
		SP:Iteration 87Q (66328.370000 sec): 3 clusters
  Score: Raw -5019440.579047 + Penalty 3470.419784 = -5015970.159263
  nChanged 218
		SP:Iteration 88Q (66328.780000 sec): 3 clusters
  Score: Raw -5019479.104444 + Penalty 3470.419784 = -5016008.684660
  nChanged 223
		SP:Iteration 89Q (66329.160000 sec): 3 clusters
  Score: Raw -5019518.202094 + Penalty 3470.419784 = -5016047.782310
  nChanged 205
		SP:Iteration 90Q (66329.580000 sec): 3 clusters
  Score: Raw -5019552.512092 + Penalty 3470.419784 = -5016082.092308
  nChanged 193
		SP:Iteration 91Q (66329.960000 sec): 3 clusters
  Score: Raw -5019586.138191 + Penalty 3470.419784 = -5016115.718407
  nChanged 205
		SP:Iteration 92Q (66330.370000 sec): 3 clusters
  Score: Raw -5019618.893412 + Penalty 3470.419784 = -5016148.473627
  nChanged 189
		SP:Iteration 93Q (66330.760000 sec): 3 clusters
  Score: Raw -5019652.064570 + Penalty 3470.419784 = -5016181.644786
  nChanged 207
		SP:Iteration 94Q (66331.100000 sec): 3 clusters
  Score: Raw -5019692.956228 + Penalty 3470.419784 = -5016222.536444
  nChanged 214
		SP:Iteration 95Q (66331.440000 sec): 3 clusters
  Score: Raw -5019740.929318 + Penalty 3470.419784 = -5016270.509534
  nChanged 221
		SP:Iteration 96Q (66331.790000 sec): 3 clusters
  Score: Raw -5019787.161133 + Penalty 3470.419784 = -5016316.741349
  nChanged 203
		SP:Iteration 97Q (66332.140000 sec): 3 clusters
  Score: Raw -5019829.992443 + Penalty 3470.419784 = -5016359.572659
  nChanged 206
		SP:Iteration 98Q (66332.480000 sec): 3 clusters
  Score: Raw -5019876.110864 + Penalty 3470.419784 = -5016405.691080
  nChanged 232
		SP:Iteration 99Q (66332.840000 sec): 3 clusters
  Score: Raw -5019926.843187 + Penalty 3470.419784 = -5016456.423403
  nChanged 222
		SP:Iteration 100F (66333.220000 sec): 3 clusters
  Score: Raw -5019977.486455 + Penalty 3470.419784 = -5016507.066671
  nChanged 228
		SP:Iteration 101Q (66333.560000 sec): 3 clusters
  Score: Raw -5020036.604961 + Penalty 3470.419784 = -5016566.185177
  nChanged 249
		SP:Iteration 102Q (66333.930000 sec): 3 clusters
  Score: Raw -5020104.253757 + Penalty 3470.419784 = -5016633.833973
  nChanged 285
		SP:Iteration 103Q (66334.380000 sec): 3 clusters
  Score: Raw -5020192.543632 + Penalty 3470.419784 = -5016722.123848
  nChanged 280
		SP:Iteration 104Q (66334.710000 sec): 3 clusters
  Score: Raw -5020283.492407 + Penalty 3470.419784 = -5016813.072623
  nChanged 280
		SP:Iteration 105Q (66335.080000 sec): 3 clusters
  Score: Raw -5020379.108656 + Penalty 3470.419784 = -5016908.688872
  nChanged 266
		SP:Iteration 106Q (66335.470000 sec): 3 clusters
  Score: Raw -5020471.408818 + Penalty 3470.419784 = -5017000.989034
  nChanged 263
		SP:Iteration 107Q (66335.820000 sec): 3 clusters
  Score: Raw -5020556.774077 + Penalty 3470.419784 = -5017086.354293
  nChanged 252
		SP:Iteration 108Q (66336.170000 sec): 3 clusters
  Score: Raw -5020632.218404 + Penalty 3470.419784 = -5017161.798620
  nChanged 217
		SP:Iteration 109Q (66336.560000 sec): 3 clusters
  Score: Raw -5020696.045474 + Penalty 3470.419784 = -5017225.625690
  nChanged 203
		SP:Iteration 110Q (66336.970000 sec): 3 clusters
  Score: Raw -5020765.561698 + Penalty 3470.419784 = -5017295.141914
  nChanged 221
		SP:Iteration 111Q (66337.380000 sec): 3 clusters
  Score: Raw -5020854.555448 + Penalty 3470.419784 = -5017384.135664
  nChanged 218
		SP:Iteration 112Q (66337.790000 sec): 3 clusters
  Score: Raw -5020949.749675 + Penalty 3470.419784 = -5017479.329891
  nChanged 193
		SP:Iteration 113Q (66338.190000 sec): 3 clusters
  Score: Raw -5021030.953962 + Penalty 3470.419784 = -5017560.534178
  nChanged 189
		SP:Iteration 114Q (66338.560000 sec): 3 clusters
  Score: Raw -5021114.159360 + Penalty 3470.419784 = -5017643.739575
  nChanged 177
		SP:Iteration 115Q (66338.970000 sec): 3 clusters
  Score: Raw -5021201.434111 + Penalty 3470.419784 = -5017731.014327
  nChanged 164
		SP:Iteration 116Q (66339.390000 sec): 3 clusters
  Score: Raw -5021284.064248 + Penalty 3470.419784 = -5017813.644464
  nChanged 146
		SP:Iteration 117Q (66339.800000 sec): 3 clusters
  Score: Raw -5021353.365246 + Penalty 3470.419784 = -5017882.945462
  nChanged 125
		SP:Iteration 118Q (66340.150000 sec): 3 clusters
  Score: Raw -5021419.577412 + Penalty 3470.419784 = -5017949.157628
  nChanged 121
		SP:Iteration 119Q (66340.540000 sec): 3 clusters
  Score: Raw -5021475.750622 + Penalty 3470.419784 = -5018005.330838
  nChanged 120
		SP:Iteration 120F (66340.930000 sec): 3 clusters
  Score: Raw -5021539.566461 + Penalty 3470.419784 = -5018069.146677
  nChanged 117
		SP:Iteration 121Q (66341.250000 sec): 3 clusters
  Score: Raw -5021603.839942 + Penalty 3470.419784 = -5018133.420158
  nChanged 121
		SP:Iteration 122Q (66341.620000 sec): 3 clusters
  Score: Raw -5021685.993138 + Penalty 3470.419784 = -5018215.573354
  nChanged 124
		SP:Iteration 123Q (66341.940000 sec): 3 clusters
  Score: Raw -5021756.260964 + Penalty 3470.419784 = -5018285.841180
  nChanged 110
		SP:Iteration 124Q (66342.370000 sec): 3 clusters
  Score: Raw -5021819.518294 + Penalty 3470.419784 = -5018349.098510
  nChanged 102
		SP:Iteration 125Q (66342.780000 sec): 3 clusters
  Score: Raw -5021875.888610 + Penalty 3470.419784 = -5018405.468826
  nChanged 94
		SP:Iteration 126Q (66343.200000 sec): 3 clusters
  Score: Raw -5021924.224920 + Penalty 3470.419784 = -5018453.805136
  nChanged 88
		SP:Iteration 127Q (66343.550000 sec): 3 clusters
  Score: Raw -5021959.186701 + Penalty 3470.419784 = -5018488.766917
  nChanged 71
		SP:Iteration 128Q (66343.980000 sec): 3 clusters
  Score: Raw -5021989.852788 + Penalty 3470.419784 = -5018519.433004
  nChanged 63
		SP:Iteration 129Q (66344.380000 sec): 3 clusters
  Score: Raw -5022010.823096 + Penalty 3470.419784 = -5018540.403312
  nChanged 44
		SP:Iteration 130Q (66344.710000 sec): 3 clusters
  Score: Raw -5022025.338173 + Penalty 3470.419784 = -5018554.918389
  nChanged 43
		SP:Iteration 131Q (66345.040000 sec): 3 clusters
  Score: Raw -5022035.995810 + Penalty 3470.419784 = -5018565.576026
  nChanged 30
		SP:Iteration 132Q (66345.400000 sec): 3 clusters
  Score: Raw -5022043.081806 + Penalty 3470.419784 = -5018572.662022
  nChanged 22
		SP:Iteration 133Q (66345.760000 sec): 3 clusters
  Score: Raw -5022048.578039 + Penalty 3470.419784 = -5018578.158255
  nChanged 20
		SP:Iteration 134Q (66346.140000 sec): 3 clusters
  Score: Raw -5022052.749998 + Penalty 3470.419784 = -5018582.330214
  nChanged 10
		SP:Iteration 135Q (66346.460000 sec): 3 clusters
  Score: Raw -5022054.775804 + Penalty 3470.419784 = -5018584.356020
  nChanged 8
		SP:Iteration 136Q (66346.830000 sec): 3 clusters
  Score: Raw -5022056.841571 + Penalty 3470.419784 = -5018586.421787
  nChanged 9
		SP:Iteration 137Q (66347.180000 sec): 3 clusters
  Score: Raw -5022058.431613 + Penalty 3470.419784 = -5018588.011829
  nChanged 6
		SP:Iteration 138Q (66347.580000 sec): 3 clusters
  Score: Raw -5022059.772694 + Penalty 3470.419784 = -5018589.352910
  nChanged 12
		SP:Iteration 139Q (66347.920000 sec): 3 clusters
  Score: Raw -5022061.992844 + Penalty 3470.419784 = -5018591.573060
  nChanged 6
		SP:Iteration 140F (66348.280000 sec): 3 clusters
  Score: Raw -5022063.314498 + Penalty 3470.419784 = -5018592.894714
  nChanged 8
		SP:Iteration 141Q (66348.620000 sec): 3 clusters
  Score: Raw -5022064.647152 + Penalty 3470.419784 = -5018594.227368
  nChanged 6
		SP:Iteration 142Q (66349.040000 sec): 3 clusters
  Score: Raw -5022065.689336 + Penalty 3470.419784 = -5018595.269552
  nChanged 5
		SP:Iteration 143Q (66349.380000 sec): 3 clusters
  Score: Raw -5022066.203133 + Penalty 3470.419784 = -5018595.783349
  nChanged 2
		SP:Iteration 144Q (66349.710000 sec): 3 clusters
  Score: Raw -5022066.551688 + Penalty 3470.419784 = -5018596.131904
  nChanged 1
		SP:Iteration 145Q (66350.000000 sec): 3 clusters
  Score: Raw -5022066.798000 + Penalty 3470.419784 = -5018596.378216
  nChanged 1
		SP:Iteration 146Q (66350.360000 sec): 3 clusters
  Score: Raw -5022066.972483 + Penalty 3470.419784 = -5018596.552699
  nChanged 2
		SP:Iteration 147Q (66350.770000 sec): 3 clusters
  Score: Raw -5022067.410999 + Penalty 3470.419784 = -5018596.991215
  nChanged 0
		SP:Iteration 148F (66351.120000 sec): 3 clusters
  Score: Raw -5022067.410999 + Penalty 3470.419784 = -5018596.991215
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (14726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66351.330000 sec): 2 clusters
  Score: Raw -1715066.222513 + Penalty 1559.572612 = -1713506.649901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66351.620000 sec): 3 clusters
  Score: Raw -1706457.118878 + Penalty 3119.145223 = -1703337.973655
  nChanged 6497
		SP:Iteration 1F (66351.920000 sec): 3 clusters
  Score: Raw -1709968.395965 + Penalty 3119.145223 = -1706849.250742
  nChanged 803
		SP:Iteration 2F (66352.280000 sec): 3 clusters
  Score: Raw -1710267.121218 + Penalty 3119.145223 = -1707147.975994
  nChanged 713
		SP:Iteration 3Q (66352.540000 sec): 3 clusters
  Score: Raw -1710531.932901 + Penalty 3119.145223 = -1707412.787678
  nChanged 621
		SP:Iteration 4Q (66352.800000 sec): 3 clusters
  Score: Raw -1710765.503293 + Penalty 3119.145223 = -1707646.358069
  nChanged 612
		SP:Iteration 5Q (66353.030000 sec): 3 clusters
  Score: Raw -1711005.776818 + Penalty 3119.145223 = -1707886.631595
  nChanged 566
		SP:Iteration 6Q (66353.300000 sec): 3 clusters
  Score: Raw -1711246.177771 + Penalty 3119.145223 = -1708127.032548
  nChanged 560
		SP:Iteration 7Q (66353.620000 sec): 3 clusters
  Score: Raw -1711493.835766 + Penalty 3119.145223 = -1708374.690542
  nChanged 563
		SP:Iteration 8Q (66353.840000 sec): 3 clusters
  Score: Raw -1711769.552311 + Penalty 3119.145223 = -1708650.407087
  nChanged 598
		SP:Iteration 9Q (66354.120000 sec): 3 clusters
  Score: Raw -1712077.737133 + Penalty 3119.145223 = -1708958.591910
  nChanged 601
		SP:Iteration 10Q (66354.450000 sec): 3 clusters
  Score: Raw -1712412.327190 + Penalty 3119.145223 = -1709293.181967
  nChanged 636
		SP:Iteration 11Q (66354.670000 sec): 3 clusters
  Score: Raw -1712799.586412 + Penalty 3119.145223 = -1709680.441188
  nChanged 651
		SP:Iteration 12Q (66354.960000 sec): 3 clusters
  Score: Raw -1713187.485336 + Penalty 3119.145223 = -1710068.340113
  nChanged 601
		SP:Iteration 13Q (66355.210000 sec): 3 clusters
  Score: Raw -1713581.301507 + Penalty 3119.145223 = -1710462.156284
  nChanged 532
		SP:Iteration 14Q (66355.440000 sec): 3 clusters
  Score: Raw -1713874.724225 + Penalty 3119.145223 = -1710755.579002
  nChanged 453
		SP:Iteration 15Q (66355.670000 sec): 3 clusters
  Score: Raw -1714084.359696 + Penalty 3119.145223 = -1710965.214472
  nChanged 302
		SP:Iteration 16Q (66355.960000 sec): 3 clusters
  Score: Raw -1714206.496938 + Penalty 3119.145223 = -1711087.351715
  nChanged 236
		SP:Iteration 17Q (66356.180000 sec): 3 clusters
  Score: Raw -1714289.352388 + Penalty 3119.145223 = -1711170.207164
  nChanged 189
		SP:Iteration 18Q (66356.450000 sec): 3 clusters
  Score: Raw -1714354.565454 + Penalty 3119.145223 = -1711235.420230
  nChanged 163
		SP:Iteration 19Q (66356.710000 sec): 3 clusters
  Score: Raw -1714407.466215 + Penalty 3119.145223 = -1711288.320991
  nChanged 141
		SP:Iteration 20F (66356.950000 sec): 3 clusters
  Score: Raw -1714453.452895 + Penalty 3119.145223 = -1711334.307672
  nChanged 146
		SP:Iteration 21Q (66357.170000 sec): 3 clusters
  Score: Raw -1714503.394651 + Penalty 3119.145223 = -1711384.249428
  nChanged 154
		SP:Iteration 22Q (66357.420000 sec): 3 clusters
  Score: Raw -1714551.220369 + Penalty 3119.145223 = -1711432.075145
  nChanged 136
		SP:Iteration 23Q (66357.650000 sec): 3 clusters
  Score: Raw -1714587.090217 + Penalty 3119.145223 = -1711467.944994
  nChanged 118
		SP:Iteration 24Q (66357.940000 sec): 3 clusters
  Score: Raw -1714615.165539 + Penalty 3119.145223 = -1711496.020315
  nChanged 105
		SP:Iteration 25Q (66358.160000 sec): 3 clusters
  Score: Raw -1714642.778183 + Penalty 3119.145223 = -1711523.632960
  nChanged 93
		SP:Iteration 26Q (66358.460000 sec): 3 clusters
  Score: Raw -1714667.722682 + Penalty 3119.145223 = -1711548.577459
  nChanged 89
		SP:Iteration 27Q (66358.680000 sec): 3 clusters
  Score: Raw -1714691.114175 + Penalty 3119.145223 = -1711571.968952
  nChanged 93
		SP:Iteration 28Q (66358.980000 sec): 3 clusters
  Score: Raw -1714716.680221 + Penalty 3119.145223 = -1711597.534997
  nChanged 97
		SP:Iteration 29Q (66359.220000 sec): 3 clusters
  Score: Raw -1714745.299080 + Penalty 3119.145223 = -1711626.153857
  nChanged 96
		SP:Iteration 30Q (66359.490000 sec): 3 clusters
  Score: Raw -1714767.577722 + Penalty 3119.145223 = -1711648.432499
  nChanged 73
		SP:Iteration 31Q (66359.770000 sec): 3 clusters
  Score: Raw -1714781.921671 + Penalty 3119.145223 = -1711662.776447
  nChanged 60
		SP:Iteration 32Q (66360.020000 sec): 3 clusters
  Score: Raw -1714792.683850 + Penalty 3119.145223 = -1711673.538627
  nChanged 55
		SP:Iteration 33Q (66360.260000 sec): 3 clusters
  Score: Raw -1714803.664817 + Penalty 3119.145223 = -1711684.519594
  nChanged 54
		SP:Iteration 34Q (66360.530000 sec): 3 clusters
  Score: Raw -1714814.496749 + Penalty 3119.145223 = -1711695.351526
  nChanged 50
		SP:Iteration 35Q (66360.770000 sec): 3 clusters
  Score: Raw -1714824.897688 + Penalty 3119.145223 = -1711705.752465
  nChanged 43
		SP:Iteration 36Q (66361.010000 sec): 3 clusters
  Score: Raw -1714832.910470 + Penalty 3119.145223 = -1711713.765247
  nChanged 43
		SP:Iteration 37Q (66361.240000 sec): 3 clusters
  Score: Raw -1714841.993754 + Penalty 3119.145223 = -1711722.848531
  nChanged 44
		SP:Iteration 38Q (66361.460000 sec): 3 clusters
  Score: Raw -1714849.584781 + Penalty 3119.145223 = -1711730.439558
  nChanged 45
		SP:Iteration 39Q (66361.730000 sec): 3 clusters
  Score: Raw -1714856.866962 + Penalty 3119.145223 = -1711737.721739
  nChanged 38
		SP:Iteration 40F (66361.990000 sec): 3 clusters
  Score: Raw -1714862.606915 + Penalty 3119.145223 = -1711743.461692
  nChanged 40
		SP:Iteration 41Q (66362.250000 sec): 3 clusters
  Score: Raw -1714868.951248 + Penalty 3119.145223 = -1711749.806025
  nChanged 36
		SP:Iteration 42Q (66362.500000 sec): 3 clusters
  Score: Raw -1714875.532127 + Penalty 3119.145223 = -1711756.386903
  nChanged 35
		SP:Iteration 43Q (66362.730000 sec): 3 clusters
  Score: Raw -1714882.334191 + Penalty 3119.145223 = -1711763.188968
  nChanged 30
		SP:Iteration 44Q (66362.960000 sec): 3 clusters
  Score: Raw -1714887.685183 + Penalty 3119.145223 = -1711768.539960
  nChanged 32
		SP:Iteration 45Q (66363.250000 sec): 3 clusters
  Score: Raw -1714893.287369 + Penalty 3119.145223 = -1711774.142146
  nChanged 27
		SP:Iteration 46Q (66363.500000 sec): 3 clusters
  Score: Raw -1714898.769159 + Penalty 3119.145223 = -1711779.623936
  nChanged 29
		SP:Iteration 47Q (66363.700000 sec): 3 clusters
  Score: Raw -1714904.539939 + Penalty 3119.145223 = -1711785.394715
  nChanged 33
		SP:Iteration 48Q (66363.970000 sec): 3 clusters
  Score: Raw -1714912.005857 + Penalty 3119.145223 = -1711792.860634
  nChanged 41
		SP:Iteration 49Q (66364.190000 sec): 3 clusters
  Score: Raw -1714921.874775 + Penalty 3119.145223 = -1711802.729552
  nChanged 47
		SP:Iteration 50Q (66364.470000 sec): 3 clusters
  Score: Raw -1714931.841886 + Penalty 3119.145223 = -1711812.696663
  nChanged 42
		SP:Iteration 51Q (66364.760000 sec): 3 clusters
  Score: Raw -1714941.262518 + Penalty 3119.145223 = -1711822.117295
  nChanged 46
		SP:Iteration 52Q (66365.020000 sec): 3 clusters
  Score: Raw -1714952.531886 + Penalty 3119.145223 = -1711833.386663
  nChanged 47
		SP:Iteration 53Q (66365.310000 sec): 3 clusters
  Score: Raw -1714963.252098 + Penalty 3119.145223 = -1711844.106874
  nChanged 43
		SP:Iteration 54Q (66365.580000 sec): 3 clusters
  Score: Raw -1714970.201129 + Penalty 3119.145223 = -1711851.055906
  nChanged 39
		SP:Iteration 55Q (66365.810000 sec): 3 clusters
  Score: Raw -1714977.655891 + Penalty 3119.145223 = -1711858.510668
  nChanged 39
		SP:Iteration 56Q (66366.090000 sec): 3 clusters
  Score: Raw -1714987.002121 + Penalty 3119.145223 = -1711867.856898
  nChanged 39
		SP:Iteration 57Q (66366.340000 sec): 3 clusters
  Score: Raw -1714997.333791 + Penalty 3119.145223 = -1711878.188567
  nChanged 38
		SP:Iteration 58Q (66366.610000 sec): 3 clusters
  Score: Raw -1715005.256585 + Penalty 3119.145223 = -1711886.111361
  nChanged 32
		SP:Iteration 59Q (66366.870000 sec): 3 clusters
  Score: Raw -1715011.076867 + Penalty 3119.145223 = -1711891.931644
  nChanged 27
		SP:Iteration 60F (66367.150000 sec): 3 clusters
  Score: Raw -1715015.489179 + Penalty 3119.145223 = -1711896.343956
  nChanged 28
		SP:Iteration 61Q (66367.410000 sec): 3 clusters
  Score: Raw -1715020.618097 + Penalty 3119.145223 = -1711901.472874
  nChanged 30
		SP:Iteration 62Q (66367.640000 sec): 3 clusters
  Score: Raw -1715026.128477 + Penalty 3119.145223 = -1711906.983254
  nChanged 21
		SP:Iteration 63Q (66367.910000 sec): 3 clusters
  Score: Raw -1715031.272589 + Penalty 3119.145223 = -1711912.127365
  nChanged 26
		SP:Iteration 64Q (66368.180000 sec): 3 clusters
  Score: Raw -1715036.695013 + Penalty 3119.145223 = -1711917.549790
  nChanged 29
		SP:Iteration 65Q (66368.470000 sec): 3 clusters
  Score: Raw -1715043.380034 + Penalty 3119.145223 = -1711924.234811
  nChanged 37
		SP:Iteration 66Q (66368.760000 sec): 3 clusters
  Score: Raw -1715050.980467 + Penalty 3119.145223 = -1711931.835244
  nChanged 24
		SP:Iteration 67Q (66369.010000 sec): 3 clusters
  Score: Raw -1715055.813818 + Penalty 3119.145223 = -1711936.668595
  nChanged 29
		SP:Iteration 68Q (66369.290000 sec): 3 clusters
  Score: Raw -1715061.182172 + Penalty 3119.145223 = -1711942.036949
  nChanged 24
		SP:Iteration 69Q (66369.550000 sec): 3 clusters
  Score: Raw -1715066.023420 + Penalty 3119.145223 = -1711946.878197
  nChanged 24
		SP:Iteration 70Q (66369.880000 sec): 3 clusters
  Score: Raw -1715070.002292 + Penalty 3119.145223 = -1711950.857068
  nChanged 17
		SP:Iteration 71Q (66370.140000 sec): 3 clusters
  Score: Raw -1715072.966421 + Penalty 3119.145223 = -1711953.821197
  nChanged 14
		SP:Iteration 72Q (66370.350000 sec): 3 clusters
  Score: Raw -1715074.643660 + Penalty 3119.145223 = -1711955.498437
  nChanged 11
		SP:Iteration 73Q (66370.620000 sec): 3 clusters
  Score: Raw -1715076.534551 + Penalty 3119.145223 = -1711957.389328
  nChanged 12
		SP:Iteration 74Q (66370.860000 sec): 3 clusters
  Score: Raw -1715079.025911 + Penalty 3119.145223 = -1711959.880688
  nChanged 13
		SP:Iteration 75Q (66371.120000 sec): 3 clusters
  Score: Raw -1715081.490584 + Penalty 3119.145223 = -1711962.345361
  nChanged 17
		SP:Iteration 76Q (66371.360000 sec): 3 clusters
  Score: Raw -1715085.721093 + Penalty 3119.145223 = -1711966.575870
  nChanged 23
		SP:Iteration 77Q (66371.590000 sec): 3 clusters
  Score: Raw -1715089.584724 + Penalty 3119.145223 = -1711970.439501
  nChanged 18
		SP:Iteration 78Q (66371.810000 sec): 3 clusters
  Score: Raw -1715092.231593 + Penalty 3119.145223 = -1711973.086369
  nChanged 13
		SP:Iteration 79Q (66372.070000 sec): 3 clusters
  Score: Raw -1715094.961617 + Penalty 3119.145223 = -1711975.816394
  nChanged 13
		SP:Iteration 80F (66372.340000 sec): 3 clusters
  Score: Raw -1715098.146814 + Penalty 3119.145223 = -1711979.001591
  nChanged 15
		SP:Iteration 81Q (66372.650000 sec): 3 clusters
  Score: Raw -1715100.641727 + Penalty 3119.145223 = -1711981.496504
  nChanged 14
		SP:Iteration 82Q (66372.930000 sec): 3 clusters
  Score: Raw -1715102.337445 + Penalty 3119.145223 = -1711983.192222
  nChanged 11
		SP:Iteration 83Q (66373.210000 sec): 3 clusters
  Score: Raw -1715104.310788 + Penalty 3119.145223 = -1711985.165564
  nChanged 17
		SP:Iteration 84Q (66373.430000 sec): 3 clusters
  Score: Raw -1715107.998312 + Penalty 3119.145223 = -1711988.853089
  nChanged 24
		SP:Iteration 85Q (66373.700000 sec): 3 clusters
  Score: Raw -1715114.466639 + Penalty 3119.145223 = -1711995.321416
  nChanged 23
		SP:Iteration 86Q (66373.970000 sec): 3 clusters
  Score: Raw -1715119.319335 + Penalty 3119.145223 = -1712000.174112
  nChanged 16
		SP:Iteration 87Q (66374.250000 sec): 3 clusters
  Score: Raw -1715123.148766 + Penalty 3119.145223 = -1712004.003543
  nChanged 24
		SP:Iteration 88Q (66374.580000 sec): 3 clusters
  Score: Raw -1715128.363575 + Penalty 3119.145223 = -1712009.218351
  nChanged 18
		SP:Iteration 89Q (66374.860000 sec): 3 clusters
  Score: Raw -1715131.435028 + Penalty 3119.145223 = -1712012.289805
  nChanged 17
		SP:Iteration 90Q (66375.150000 sec): 3 clusters
  Score: Raw -1715134.527133 + Penalty 3119.145223 = -1712015.381910
  nChanged 18
		SP:Iteration 91Q (66375.470000 sec): 3 clusters
  Score: Raw -1715138.019109 + Penalty 3119.145223 = -1712018.873885
  nChanged 19
		SP:Iteration 92Q (66375.720000 sec): 3 clusters
  Score: Raw -1715142.061546 + Penalty 3119.145223 = -1712022.916322
  nChanged 18
		SP:Iteration 93Q (66376.020000 sec): 3 clusters
  Score: Raw -1715147.984103 + Penalty 3119.145223 = -1712028.838880
  nChanged 20
		SP:Iteration 94Q (66376.280000 sec): 3 clusters
  Score: Raw -1715152.894145 + Penalty 3119.145223 = -1712033.748921
  nChanged 16
		SP:Iteration 95Q (66376.560000 sec): 3 clusters
  Score: Raw -1715156.767469 + Penalty 3119.145223 = -1712037.622246
  nChanged 18
		SP:Iteration 96Q (66376.840000 sec): 3 clusters
  Score: Raw -1715159.998639 + Penalty 3119.145223 = -1712040.853416
  nChanged 16
		SP:Iteration 97Q (66377.050000 sec): 3 clusters
  Score: Raw -1715163.979938 + Penalty 3119.145223 = -1712044.834715
  nChanged 18
		SP:Iteration 98Q (66377.280000 sec): 3 clusters
  Score: Raw -1715167.605313 + Penalty 3119.145223 = -1712048.460090
  nChanged 14
		SP:Iteration 99Q (66377.550000 sec): 3 clusters
  Score: Raw -1715170.619998 + Penalty 3119.145223 = -1712051.474774
  nChanged 12
		SP:Iteration 100F (66377.820000 sec): 3 clusters
  Score: Raw -1715173.956402 + Penalty 3119.145223 = -1712054.811179
  nChanged 13
		SP:Iteration 101Q (66378.130000 sec): 3 clusters
  Score: Raw -1715176.981598 + Penalty 3119.145223 = -1712057.836375
  nChanged 13
		SP:Iteration 102Q (66378.410000 sec): 3 clusters
  Score: Raw -1715180.026032 + Penalty 3119.145223 = -1712060.880809
  nChanged 15
		SP:Iteration 103Q (66378.710000 sec): 3 clusters
  Score: Raw -1715183.222984 + Penalty 3119.145223 = -1712064.077760
  nChanged 18
		SP:Iteration 104Q (66379.050000 sec): 3 clusters
  Score: Raw -1715187.257820 + Penalty 3119.145223 = -1712068.112597
  nChanged 19
		SP:Iteration 105Q (66379.380000 sec): 3 clusters
  Score: Raw -1715192.297062 + Penalty 3119.145223 = -1712073.151838
  nChanged 16
		SP:Iteration 106Q (66379.590000 sec): 3 clusters
  Score: Raw -1715196.310050 + Penalty 3119.145223 = -1712077.164827
  nChanged 14
		SP:Iteration 107Q (66379.900000 sec): 3 clusters
  Score: Raw -1715199.397014 + Penalty 3119.145223 = -1712080.251791
  nChanged 16
		SP:Iteration 108Q (66380.130000 sec): 3 clusters
  Score: Raw -1715203.101140 + Penalty 3119.145223 = -1712083.955917
  nChanged 16
		SP:Iteration 109Q (66380.430000 sec): 3 clusters
  Score: Raw -1715206.713180 + Penalty 3119.145223 = -1712087.567956
  nChanged 17
		SP:Iteration 110Q (66380.670000 sec): 3 clusters
  Score: Raw -1715210.101738 + Penalty 3119.145223 = -1712090.956514
  nChanged 16
		SP:Iteration 111Q (66380.950000 sec): 3 clusters
  Score: Raw -1715214.627848 + Penalty 3119.145223 = -1712095.482625
  nChanged 17
		SP:Iteration 112Q (66381.180000 sec): 3 clusters
  Score: Raw -1715219.474709 + Penalty 3119.145223 = -1712100.329486
  nChanged 13
		SP:Iteration 113Q (66381.480000 sec): 3 clusters
  Score: Raw -1715223.872845 + Penalty 3119.145223 = -1712104.727621
  nChanged 12
		SP:Iteration 114Q (66381.740000 sec): 3 clusters
  Score: Raw -1715227.530023 + Penalty 3119.145223 = -1712108.384800
  nChanged 10
		SP:Iteration 115Q (66382.040000 sec): 3 clusters
  Score: Raw -1715229.829007 + Penalty 3119.145223 = -1712110.683783
  nChanged 8
		SP:Iteration 116Q (66382.250000 sec): 3 clusters
  Score: Raw -1715231.897637 + Penalty 3119.145223 = -1712112.752414
  nChanged 13
		SP:Iteration 117Q (66382.550000 sec): 3 clusters
  Score: Raw -1715234.872601 + Penalty 3119.145223 = -1712115.727378
  nChanged 8
		SP:Iteration 118Q (66382.820000 sec): 3 clusters
  Score: Raw -1715237.188759 + Penalty 3119.145223 = -1712118.043536
  nChanged 10
		SP:Iteration 119Q (66383.040000 sec): 3 clusters
  Score: Raw -1715239.372154 + Penalty 3119.145223 = -1712120.226930
  nChanged 8
		SP:Iteration 120F (66383.310000 sec): 3 clusters
  Score: Raw -1715241.200701 + Penalty 3119.145223 = -1712122.055478
  nChanged 14
		SP:Iteration 121Q (66383.540000 sec): 3 clusters
  Score: Raw -1715244.626172 + Penalty 3119.145223 = -1712125.480948
  nChanged 15
		SP:Iteration 122Q (66383.740000 sec): 3 clusters
  Score: Raw -1715249.187485 + Penalty 3119.145223 = -1712130.042262
  nChanged 15
		SP:Iteration 123Q (66383.980000 sec): 3 clusters
  Score: Raw -1715254.321863 + Penalty 3119.145223 = -1712135.176639
  nChanged 19
		SP:Iteration 124Q (66384.260000 sec): 3 clusters
  Score: Raw -1715260.675188 + Penalty 3119.145223 = -1712141.529965
  nChanged 14
		SP:Iteration 125Q (66384.540000 sec): 3 clusters
  Score: Raw -1715265.006762 + Penalty 3119.145223 = -1712145.861539
  nChanged 13
		SP:Iteration 126Q (66384.830000 sec): 3 clusters
  Score: Raw -1715269.951482 + Penalty 3119.145223 = -1712150.806259
  nChanged 14
		SP:Iteration 127Q (66385.100000 sec): 3 clusters
  Score: Raw -1715273.878238 + Penalty 3119.145223 = -1712154.733015
  nChanged 11
		SP:Iteration 128Q (66385.350000 sec): 3 clusters
  Score: Raw -1715277.307874 + Penalty 3119.145223 = -1712158.162651
  nChanged 17
		SP:Iteration 129Q (66385.610000 sec): 3 clusters
  Score: Raw -1715282.795225 + Penalty 3119.145223 = -1712163.650002
  nChanged 14
		SP:Iteration 130Q (66385.900000 sec): 3 clusters
  Score: Raw -1715287.237484 + Penalty 3119.145223 = -1712168.092261
  nChanged 17
		SP:Iteration 131Q (66386.160000 sec): 3 clusters
  Score: Raw -1715292.863528 + Penalty 3119.145223 = -1712173.718305
  nChanged 23
		SP:Iteration 132Q (66386.450000 sec): 3 clusters
  Score: Raw -1715299.930523 + Penalty 3119.145223 = -1712180.785300
  nChanged 23
		SP:Iteration 133Q (66386.720000 sec): 3 clusters
  Score: Raw -1715307.358518 + Penalty 3119.145223 = -1712188.213295
  nChanged 20
		SP:Iteration 134Q (66387.030000 sec): 3 clusters
  Score: Raw -1715314.521347 + Penalty 3119.145223 = -1712195.376124
  nChanged 24
		SP:Iteration 135Q (66387.300000 sec): 3 clusters
  Score: Raw -1715323.751123 + Penalty 3119.145223 = -1712204.605900
  nChanged 16
		SP:Iteration 136Q (66387.570000 sec): 3 clusters
  Score: Raw -1715328.134248 + Penalty 3119.145223 = -1712208.989025
  nChanged 15
		SP:Iteration 137Q (66387.820000 sec): 3 clusters
  Score: Raw -1715333.120602 + Penalty 3119.145223 = -1712213.975379
  nChanged 13
		SP:Iteration 138Q (66388.050000 sec): 3 clusters
  Score: Raw -1715337.909384 + Penalty 3119.145223 = -1712218.764161
  nChanged 12
		SP:Iteration 139Q (66388.280000 sec): 3 clusters
  Score: Raw -1715340.707371 + Penalty 3119.145223 = -1712221.562148
  nChanged 13
		SP:Iteration 140F (66388.490000 sec): 3 clusters
  Score: Raw -1715344.689882 + Penalty 3119.145223 = -1712225.544658
  nChanged 8
		SP:Iteration 141Q (66388.750000 sec): 3 clusters
  Score: Raw -1715347.085714 + Penalty 3119.145223 = -1712227.940491
  nChanged 6
		SP:Iteration 142Q (66389.030000 sec): 3 clusters
  Score: Raw -1715349.490579 + Penalty 3119.145223 = -1712230.345356
  nChanged 7
		SP:Iteration 143Q (66389.290000 sec): 3 clusters
  Score: Raw -1715351.839641 + Penalty 3119.145223 = -1712232.694418
  nChanged 5
		SP:Iteration 144Q (66389.530000 sec): 3 clusters
  Score: Raw -1715353.255837 + Penalty 3119.145223 = -1712234.110614
  nChanged 7
		SP:Iteration 145Q (66389.760000 sec): 3 clusters
  Score: Raw -1715355.383762 + Penalty 3119.145223 = -1712236.238539
  nChanged 4
		SP:Iteration 146Q (66389.980000 sec): 3 clusters
  Score: Raw -1715356.313052 + Penalty 3119.145223 = -1712237.167829
  nChanged 3
		SP:Iteration 147Q (66390.210000 sec): 3 clusters
  Score: Raw -1715356.727164 + Penalty 3119.145223 = -1712237.581941
  nChanged 2
		SP:Iteration 148Q (66390.440000 sec): 3 clusters
  Score: Raw -1715357.043459 + Penalty 3119.145223 = -1712237.898235
  nChanged 2
		SP:Iteration 149Q (66390.670000 sec): 3 clusters
  Score: Raw -1715357.533172 + Penalty 3119.145223 = -1712238.387949
  nChanged 0
		SP:Iteration 150F (66390.910000 sec): 3 clusters
  Score: Raw -1715357.533172 + Penalty 3119.145223 = -1712238.387949
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (2045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66391.050000 sec): 2 clusters
  Score: Raw -215554.374378 + Penalty 1238.762374 = -214315.612004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66391.290000 sec): 3 clusters
  Score: Raw -214807.520009 + Penalty 2477.524747 = -212329.995262
  nChanged 787
		SP:Iteration 1F (66391.480000 sec): 3 clusters
  Score: Raw -216342.986937 + Penalty 2477.524747 = -213865.462189
  nChanged 363
		SP:Iteration 2F (66391.610000 sec): 3 clusters
  Score: Raw -218191.506856 + Penalty 2477.524747 = -215713.982109
  nChanged 277
		SP:Iteration 3F (66391.810000 sec): 3 clusters
  Score: Raw -220923.077051 + Penalty 2477.524747 = -218445.552303
  nChanged 138
		SP:Iteration 4F (66392.000000 sec): 3 clusters
  Score: Raw -222686.616701 + Penalty 2477.524747 = -220209.091954
  nChanged 17
		SP:Iteration 5Q (66392.240000 sec): 3 clusters
  Score: Raw -223651.476386 + Penalty 2477.524747 = -221173.951639
  nChanged 1
		SP:Iteration 6Q (66392.430000 sec): 3 clusters
  Score: Raw -223718.646681 + Penalty 2477.524747 = -221241.121934
  nChanged 0
		SP:Iteration 7F (66392.630000 sec): 3 clusters
  Score: Raw -223718.646681 + Penalty 2477.524747 = -221241.121934
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (67502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66393.040000 sec): 2 clusters
  Score: Raw -7866020.308340 + Penalty 1806.985782 = -7864213.322557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66393.590000 sec): 3 clusters
  Score: Raw -7822620.169680 + Penalty 3613.971564 = -7819006.198116
  nChanged 31937
		SP:Iteration 1F (66394.060000 sec): 3 clusters
  Score: Raw -7841235.380507 + Penalty 3613.971564 = -7837621.408942
  nChanged 2824
		SP:Iteration 2Q (66394.620000 sec): 3 clusters
  Score: Raw -7842235.877074 + Penalty 3613.971564 = -7838621.905510
  nChanged 3065
		SP:Iteration 3Q (66395.140000 sec): 3 clusters
  Score: Raw -7843497.889969 + Penalty 3613.971564 = -7839883.918404
  nChanged 3229
		SP:Iteration 4Q (66395.650000 sec): 3 clusters
  Score: Raw -7845033.000099 + Penalty 3613.971564 = -7841419.028535
  nChanged 3534
		SP:Iteration 5F (66396.140000 sec): 3 clusters
  Score: Raw -7846874.508019 + Penalty 3613.971564 = -7843260.536455
  nChanged 3687
		SP:Iteration 6F (66396.650000 sec): 3 clusters
  Score: Raw -7848895.891276 + Penalty 3613.971564 = -7845281.919711
  nChanged 3784
		SP:Iteration 7F (66397.150000 sec): 3 clusters
  Score: Raw -7851122.977443 + Penalty 3613.971564 = -7847509.005878
  nChanged 3680
		SP:Iteration 8F (66397.680000 sec): 3 clusters
  Score: Raw -7853248.323150 + Penalty 3613.971564 = -7849634.351585
  nChanged 3140
		SP:Iteration 9Q (66398.140000 sec): 3 clusters
  Score: Raw -7854819.597588 + Penalty 3613.971564 = -7851205.626024
  nChanged 2508
		SP:Iteration 10Q (66398.690000 sec): 3 clusters
  Score: Raw -7855770.523579 + Penalty 3613.971564 = -7852156.552015
  nChanged 1765
		SP:Iteration 11Q (66399.180000 sec): 3 clusters
  Score: Raw -7856240.532821 + Penalty 3613.971564 = -7852626.561257
  nChanged 1192
		SP:Iteration 12Q (66399.670000 sec): 3 clusters
  Score: Raw -7856477.736985 + Penalty 3613.971564 = -7852863.765421
  nChanged 884
		SP:Iteration 13Q (66400.180000 sec): 3 clusters
  Score: Raw -7856640.693307 + Penalty 3613.971564 = -7853026.721743
  nChanged 733
		SP:Iteration 14Q (66400.680000 sec): 3 clusters
  Score: Raw -7856780.171621 + Penalty 3613.971564 = -7853166.200056
  nChanged 688
		SP:Iteration 15Q (66401.160000 sec): 3 clusters
  Score: Raw -7856920.702705 + Penalty 3613.971564 = -7853306.731141
  nChanged 750
		SP:Iteration 16Q (66401.660000 sec): 3 clusters
  Score: Raw -7857084.854943 + Penalty 3613.971564 = -7853470.883378
  nChanged 839
		SP:Iteration 17Q (66402.150000 sec): 3 clusters
  Score: Raw -7857270.763004 + Penalty 3613.971564 = -7853656.791440
  nChanged 890
		SP:Iteration 18Q (66402.640000 sec): 3 clusters
  Score: Raw -7857479.921929 + Penalty 3613.971564 = -7853865.950364
  nChanged 952
		SP:Iteration 19Q (66403.150000 sec): 3 clusters
  Score: Raw -7857724.999149 + Penalty 3613.971564 = -7854111.027584
  nChanged 998
		SP:Iteration 20F (66403.630000 sec): 3 clusters
  Score: Raw -7857987.372786 + Penalty 3613.971564 = -7854373.401221
  nChanged 1054
		SP:Iteration 21Q (66404.120000 sec): 3 clusters
  Score: Raw -7858275.573956 + Penalty 3613.971564 = -7854661.602392
  nChanged 1104
		SP:Iteration 22Q (66404.590000 sec): 3 clusters
  Score: Raw -7858602.727764 + Penalty 3613.971564 = -7854988.756200
  nChanged 1180
		SP:Iteration 23Q (66405.070000 sec): 3 clusters
  Score: Raw -7858977.109655 + Penalty 3613.971564 = -7855363.138091
  nChanged 1234
		SP:Iteration 24Q (66405.520000 sec): 3 clusters
  Score: Raw -7859391.323062 + Penalty 3613.971564 = -7855777.351498
  nChanged 1241
		SP:Iteration 25Q (66406.100000 sec): 3 clusters
  Score: Raw -7859839.408753 + Penalty 3613.971564 = -7856225.437188
  nChanged 1304
		SP:Iteration 26Q (66406.570000 sec): 3 clusters
  Score: Raw -7860372.247941 + Penalty 3613.971564 = -7856758.276377
  nChanged 1394
		SP:Iteration 27Q (66407.050000 sec): 3 clusters
  Score: Raw -7860985.680340 + Penalty 3613.971564 = -7857371.708776
  nChanged 1435
		SP:Iteration 28Q (66407.510000 sec): 3 clusters
  Score: Raw -7861688.266036 + Penalty 3613.971564 = -7858074.294472
  nChanged 1398
		SP:Iteration 29Q (66407.990000 sec): 3 clusters
  Score: Raw -7862441.272615 + Penalty 3613.971564 = -7858827.301051
  nChanged 1367
		SP:Iteration 30Q (66408.460000 sec): 3 clusters
  Score: Raw -7863202.880787 + Penalty 3613.971564 = -7859588.909222
  nChanged 1215
		SP:Iteration 31Q (66408.940000 sec): 3 clusters
  Score: Raw -7863872.943984 + Penalty 3613.971564 = -7860258.972419
  nChanged 1081
		SP:Iteration 32Q (66409.360000 sec): 3 clusters
  Score: Raw -7864465.219383 + Penalty 3613.971564 = -7860851.247818
  nChanged 909
		SP:Iteration 33Q (66409.880000 sec): 3 clusters
  Score: Raw -7864934.274956 + Penalty 3613.971564 = -7861320.303391
  nChanged 739
		SP:Iteration 34Q (66410.270000 sec): 3 clusters
  Score: Raw -7865281.439512 + Penalty 3613.971564 = -7861667.467947
  nChanged 575
		SP:Iteration 35Q (66410.730000 sec): 3 clusters
  Score: Raw -7865545.346314 + Penalty 3613.971564 = -7861931.374750
  nChanged 521
		SP:Iteration 36Q (66411.220000 sec): 3 clusters
  Score: Raw -7865796.328800 + Penalty 3613.971564 = -7862182.357235
  nChanged 429
		SP:Iteration 37Q (66411.670000 sec): 3 clusters
  Score: Raw -7865999.055355 + Penalty 3613.971564 = -7862385.083790
  nChanged 347
		SP:Iteration 38Q (66412.210000 sec): 3 clusters
  Score: Raw -7866164.310791 + Penalty 3613.971564 = -7862550.339227
  nChanged 300
		SP:Iteration 39Q (66412.680000 sec): 3 clusters
  Score: Raw -7866302.316645 + Penalty 3613.971564 = -7862688.345080
  nChanged 232
		SP:Iteration 40F (66413.150000 sec): 3 clusters
  Score: Raw -7866441.743294 + Penalty 3613.971564 = -7862827.771730
  nChanged 208
		SP:Iteration 41Q (66413.570000 sec): 3 clusters
  Score: Raw -7866553.075107 + Penalty 3613.971564 = -7862939.103542
  nChanged 150
		SP:Iteration 42Q (66414.020000 sec): 3 clusters
  Score: Raw -7866615.845454 + Penalty 3613.971564 = -7863001.873890
  nChanged 113
		SP:Iteration 43Q (66414.510000 sec): 3 clusters
  Score: Raw -7866660.934951 + Penalty 3613.971564 = -7863046.963387
  nChanged 107
		SP:Iteration 44Q (66414.920000 sec): 3 clusters
  Score: Raw -7866703.168502 + Penalty 3613.971564 = -7863089.196938
  nChanged 87
		SP:Iteration 45Q (66415.360000 sec): 3 clusters
  Score: Raw -7866730.987707 + Penalty 3613.971564 = -7863117.016143
  nChanged 71
		SP:Iteration 46Q (66415.810000 sec): 3 clusters
  Score: Raw -7866754.186916 + Penalty 3613.971564 = -7863140.215352
  nChanged 66
		SP:Iteration 47Q (66416.350000 sec): 3 clusters
  Score: Raw -7866770.757068 + Penalty 3613.971564 = -7863156.785503
  nChanged 44
		SP:Iteration 48Q (66416.840000 sec): 3 clusters
  Score: Raw -7866782.864276 + Penalty 3613.971564 = -7863168.892711
  nChanged 39
		SP:Iteration 49Q (66417.380000 sec): 3 clusters
  Score: Raw -7866792.570570 + Penalty 3613.971564 = -7863178.599006
  nChanged 35
		SP:Iteration 50Q (66417.820000 sec): 3 clusters
  Score: Raw -7866799.199729 + Penalty 3613.971564 = -7863185.228165
  nChanged 22
		SP:Iteration 51Q (66418.250000 sec): 3 clusters
  Score: Raw -7866803.322767 + Penalty 3613.971564 = -7863189.351203
  nChanged 13
		SP:Iteration 52Q (66418.650000 sec): 3 clusters
  Score: Raw -7866806.559953 + Penalty 3613.971564 = -7863192.588388
  nChanged 15
		SP:Iteration 53Q (66419.080000 sec): 3 clusters
  Score: Raw -7866810.217542 + Penalty 3613.971564 = -7863196.245978
  nChanged 12
		SP:Iteration 54Q (66419.550000 sec): 3 clusters
  Score: Raw -7866812.590389 + Penalty 3613.971564 = -7863198.618824
  nChanged 12
		SP:Iteration 55Q (66420.030000 sec): 3 clusters
  Score: Raw -7866814.799451 + Penalty 3613.971564 = -7863200.827886
  nChanged 9
		SP:Iteration 56Q (66420.520000 sec): 3 clusters
  Score: Raw -7866816.819160 + Penalty 3613.971564 = -7863202.847596
  nChanged 13
		SP:Iteration 57Q (66420.980000 sec): 3 clusters
  Score: Raw -7866819.428003 + Penalty 3613.971564 = -7863205.456439
  nChanged 12
		SP:Iteration 58Q (66421.420000 sec): 3 clusters
  Score: Raw -7866822.274302 + Penalty 3613.971564 = -7863208.302737
  nChanged 13
		SP:Iteration 59Q (66421.920000 sec): 3 clusters
  Score: Raw -7866826.312861 + Penalty 3613.971564 = -7863212.341297
  nChanged 14
		SP:Iteration 60F (66422.440000 sec): 3 clusters
  Score: Raw -7866829.977428 + Penalty 3613.971564 = -7863216.005863
  nChanged 9
		SP:Iteration 61Q (66422.900000 sec): 3 clusters
  Score: Raw -7866831.496474 + Penalty 3613.971564 = -7863217.524910
  nChanged 8
		SP:Iteration 62Q (66423.350000 sec): 3 clusters
  Score: Raw -7866832.783051 + Penalty 3613.971564 = -7863218.811487
  nChanged 4
		SP:Iteration 63Q (66423.840000 sec): 3 clusters
  Score: Raw -7866833.718196 + Penalty 3613.971564 = -7863219.746631
  nChanged 4
		SP:Iteration 64Q (66424.300000 sec): 3 clusters
  Score: Raw -7866834.722728 + Penalty 3613.971564 = -7863220.751164
  nChanged 4
		SP:Iteration 65Q (66424.780000 sec): 3 clusters
  Score: Raw -7866835.586267 + Penalty 3613.971564 = -7863221.614703
  nChanged 6
		SP:Iteration 66Q (66425.280000 sec): 3 clusters
  Score: Raw -7866836.404444 + Penalty 3613.971564 = -7863222.432879
  nChanged 6
		SP:Iteration 67Q (66425.780000 sec): 3 clusters
  Score: Raw -7866837.732979 + Penalty 3613.971564 = -7863223.761415
  nChanged 4
		SP:Iteration 68Q (66426.250000 sec): 3 clusters
  Score: Raw -7866838.727831 + Penalty 3613.971564 = -7863224.756267
  nChanged 5
		SP:Iteration 69Q (66426.710000 sec): 3 clusters
  Score: Raw -7866839.806927 + Penalty 3613.971564 = -7863225.835363
  nChanged 3
		SP:Iteration 70Q (66427.200000 sec): 3 clusters
  Score: Raw -7866840.128532 + Penalty 3613.971564 = -7863226.156968
  nChanged 2
		SP:Iteration 71Q (66427.630000 sec): 3 clusters
  Score: Raw -7866840.338747 + Penalty 3613.971564 = -7863226.367182
  nChanged 1
		SP:Iteration 72Q (66428.080000 sec): 3 clusters
  Score: Raw -7866840.486630 + Penalty 3613.971564 = -7863226.515065
  nChanged 0
		SP:Iteration 73F (66428.580000 sec): 3 clusters
  Score: Raw -7866840.486630 + Penalty 3613.971564 = -7863226.515065
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (112705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66429.150000 sec): 2 clusters
  Score: Raw -12685573.218647 + Penalty 1890.285973 = -12683682.932674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66429.950000 sec): 3 clusters
  Score: Raw -12611864.565755 + Penalty 3780.571946 = -12608083.993809
  nChanged 54177
		SP:Iteration 1F (66430.620000 sec): 3 clusters
  Score: Raw -12644639.178184 + Penalty 3780.571946 = -12640858.606238
  nChanged 6074
		SP:Iteration 2F (66431.280000 sec): 3 clusters
  Score: Raw -12647553.725401 + Penalty 3780.571946 = -12643773.153455
  nChanged 7362
		SP:Iteration 3F (66432.040000 sec): 3 clusters
  Score: Raw -12651952.813901 + Penalty 3780.571946 = -12648172.241955
  nChanged 8575
		SP:Iteration 4F (66432.760000 sec): 3 clusters
  Score: Raw -12657900.487045 + Penalty 3780.571946 = -12654119.915099
  nChanged 8887
		SP:Iteration 5F (66433.520000 sec): 3 clusters
  Score: Raw -12664730.660127 + Penalty 3780.571946 = -12660950.088181
  nChanged 7844
		SP:Iteration 6F (66434.250000 sec): 3 clusters
  Score: Raw -12671152.968992 + Penalty 3780.571946 = -12667372.397046
  nChanged 6219
		SP:Iteration 7F (66434.950000 sec): 3 clusters
  Score: Raw -12676431.112929 + Penalty 3780.571946 = -12672650.540983
  nChanged 4563
		SP:Iteration 8Q (66435.620000 sec): 3 clusters
  Score: Raw -12680409.575536 + Penalty 3780.571946 = -12676629.003590
  nChanged 3287
		SP:Iteration 9Q (66436.250000 sec): 3 clusters
  Score: Raw -12683236.317170 + Penalty 3780.571946 = -12679455.745224
  nChanged 2237
		SP:Iteration 10Q (66436.910000 sec): 3 clusters
  Score: Raw -12685070.738878 + Penalty 3780.571946 = -12681290.166932
  nChanged 1508
		SP:Iteration 11Q (66437.540000 sec): 3 clusters
  Score: Raw -12686264.443207 + Penalty 3780.571946 = -12682483.871261
  nChanged 1066
		SP:Iteration 12Q (66438.210000 sec): 3 clusters
  Score: Raw -12687081.961196 + Penalty 3780.571946 = -12683301.389250
  nChanged 765
		SP:Iteration 13Q (66438.880000 sec): 3 clusters
  Score: Raw -12687726.016392 + Penalty 3780.571946 = -12683945.444446
  nChanged 579
		SP:Iteration 14Q (66439.490000 sec): 3 clusters
  Score: Raw -12688176.053483 + Penalty 3780.571946 = -12684395.481537
  nChanged 410
		SP:Iteration 15Q (66440.110000 sec): 3 clusters
  Score: Raw -12688410.987610 + Penalty 3780.571946 = -12684630.415664
  nChanged 319
		SP:Iteration 16Q (66440.770000 sec): 3 clusters
  Score: Raw -12688539.173710 + Penalty 3780.571946 = -12684758.601764
  nChanged 243
		SP:Iteration 17Q (66441.390000 sec): 3 clusters
  Score: Raw -12688609.047313 + Penalty 3780.571946 = -12684828.475367
  nChanged 142
		SP:Iteration 18Q (66441.970000 sec): 3 clusters
  Score: Raw -12688641.310320 + Penalty 3780.571946 = -12684860.738374
  nChanged 108
		SP:Iteration 19Q (66442.610000 sec): 3 clusters
  Score: Raw -12688664.561651 + Penalty 3780.571946 = -12684883.989705
  nChanged 88
		SP:Iteration 20F (66443.350000 sec): 3 clusters
  Score: Raw -12688685.131404 + Penalty 3780.571946 = -12684904.559458
  nChanged 73
		SP:Iteration 21Q (66443.940000 sec): 3 clusters
  Score: Raw -12688701.305927 + Penalty 3780.571946 = -12684920.733981
  nChanged 64
		SP:Iteration 22Q (66444.550000 sec): 3 clusters
  Score: Raw -12688718.426752 + Penalty 3780.571946 = -12684937.854806
  nChanged 70
		SP:Iteration 23Q (66445.230000 sec): 3 clusters
  Score: Raw -12688734.386462 + Penalty 3780.571946 = -12684953.814516
  nChanged 68
		SP:Iteration 24Q (66445.910000 sec): 3 clusters
  Score: Raw -12688747.776546 + Penalty 3780.571946 = -12684967.204600
  nChanged 61
		SP:Iteration 25Q (66446.510000 sec): 3 clusters
  Score: Raw -12688757.918452 + Penalty 3780.571946 = -12684977.346506
  nChanged 40
		SP:Iteration 26Q (66447.230000 sec): 3 clusters
  Score: Raw -12688763.672570 + Penalty 3780.571946 = -12684983.100624
  nChanged 32
		SP:Iteration 27Q (66447.970000 sec): 3 clusters
  Score: Raw -12688768.711877 + Penalty 3780.571946 = -12684988.139931
  nChanged 28
		SP:Iteration 28Q (66448.630000 sec): 3 clusters
  Score: Raw -12688772.036595 + Penalty 3780.571946 = -12684991.464649
  nChanged 19
		SP:Iteration 29Q (66449.330000 sec): 3 clusters
  Score: Raw -12688773.460866 + Penalty 3780.571946 = -12684992.888920
  nChanged 6
		SP:Iteration 30Q (66450.020000 sec): 3 clusters
  Score: Raw -12688773.878813 + Penalty 3780.571946 = -12684993.306867
  nChanged 7
		SP:Iteration 31Q (66450.750000 sec): 3 clusters
  Score: Raw -12688774.481025 + Penalty 3780.571946 = -12684993.909079
  nChanged 6
		SP:Iteration 32Q (66451.450000 sec): 3 clusters
  Score: Raw -12688774.996595 + Penalty 3780.571946 = -12684994.424649
  nChanged 1
		SP:Iteration 33Q (66452.080000 sec): 3 clusters
  Score: Raw -12688775.101685 + Penalty 3780.571946 = -12684994.529739
  nChanged 2
		SP:Iteration 34Q (66452.820000 sec): 3 clusters
  Score: Raw -12688775.389115 + Penalty 3780.571946 = -12684994.817169
  nChanged 0
		SP:Iteration 35F (66453.590000 sec): 3 clusters
  Score: Raw -12688775.389115 + Penalty 3780.571946 = -12684994.817169
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (45192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66453.970000 sec): 2 clusters
  Score: Raw -5465188.633031 + Penalty 1741.784746 = -5463446.848286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66454.370000 sec): 3 clusters
  Score: Raw -5436679.869279 + Penalty 3483.569492 = -5433196.299787
  nChanged 21264
		SP:Iteration 1F (66454.860000 sec): 3 clusters
  Score: Raw -5448917.434390 + Penalty 3483.569492 = -5445433.864898
  nChanged 2294
		SP:Iteration 2F (66455.280000 sec): 3 clusters
  Score: Raw -5450028.039605 + Penalty 3483.569492 = -5446544.470113
  nChanged 2755
		SP:Iteration 3F (66455.740000 sec): 3 clusters
  Score: Raw -5451698.803258 + Penalty 3483.569492 = -5448215.233767
  nChanged 3374
		SP:Iteration 4F (66456.120000 sec): 3 clusters
  Score: Raw -5454325.202997 + Penalty 3483.569492 = -5450841.633506
  nChanged 3904
		SP:Iteration 5F (66456.590000 sec): 3 clusters
  Score: Raw -5458030.707519 + Penalty 3483.569492 = -5454547.138027
  nChanged 3956
		SP:Iteration 6F (66457.010000 sec): 3 clusters
  Score: Raw -5462301.379853 + Penalty 3483.569492 = -5458817.810362
  nChanged 3007
		SP:Iteration 7F (66457.420000 sec): 3 clusters
  Score: Raw -5465868.927980 + Penalty 3483.569492 = -5462385.358488
  nChanged 1998
		SP:Iteration 8Q (66457.880000 sec): 3 clusters
  Score: Raw -5468302.912537 + Penalty 3483.569492 = -5464819.343046
  nChanged 1309
		SP:Iteration 9Q (66458.320000 sec): 3 clusters
  Score: Raw -5469424.077647 + Penalty 3483.569492 = -5465940.508155
  nChanged 769
		SP:Iteration 10Q (66458.710000 sec): 3 clusters
  Score: Raw -5469837.670081 + Penalty 3483.569492 = -5466354.100590
  nChanged 449
		SP:Iteration 11Q (66459.170000 sec): 3 clusters
  Score: Raw -5470015.985072 + Penalty 3483.569492 = -5466532.415580
  nChanged 310
		SP:Iteration 12Q (66459.610000 sec): 3 clusters
  Score: Raw -5470116.901203 + Penalty 3483.569492 = -5466633.331711
  nChanged 250
		SP:Iteration 13Q (66459.970000 sec): 3 clusters
  Score: Raw -5470201.348668 + Penalty 3483.569492 = -5466717.779176
  nChanged 219
		SP:Iteration 14Q (66460.340000 sec): 3 clusters
  Score: Raw -5470277.930760 + Penalty 3483.569492 = -5466794.361268
  nChanged 182
		SP:Iteration 15Q (66460.700000 sec): 3 clusters
  Score: Raw -5470348.340110 + Penalty 3483.569492 = -5466864.770618
  nChanged 169
		SP:Iteration 16Q (66461.160000 sec): 3 clusters
  Score: Raw -5470407.314191 + Penalty 3483.569492 = -5466923.744700
  nChanged 139
		SP:Iteration 17Q (66461.600000 sec): 3 clusters
  Score: Raw -5470449.676672 + Penalty 3483.569492 = -5466966.107180
  nChanged 130
		SP:Iteration 18Q (66462.040000 sec): 3 clusters
  Score: Raw -5470487.930754 + Penalty 3483.569492 = -5467004.361262
  nChanged 124
		SP:Iteration 19Q (66462.490000 sec): 3 clusters
  Score: Raw -5470520.475390 + Penalty 3483.569492 = -5467036.905898
  nChanged 101
		SP:Iteration 20F (66462.960000 sec): 3 clusters
  Score: Raw -5470540.613367 + Penalty 3483.569492 = -5467057.043876
  nChanged 87
		SP:Iteration 21Q (66463.400000 sec): 3 clusters
  Score: Raw -5470553.740369 + Penalty 3483.569492 = -5467070.170877
  nChanged 81
		SP:Iteration 22Q (66463.830000 sec): 3 clusters
  Score: Raw -5470567.181041 + Penalty 3483.569492 = -5467083.611550
  nChanged 79
		SP:Iteration 23Q (66464.190000 sec): 3 clusters
  Score: Raw -5470580.248300 + Penalty 3483.569492 = -5467096.678808
  nChanged 69
		SP:Iteration 24Q (66464.630000 sec): 3 clusters
  Score: Raw -5470591.817558 + Penalty 3483.569492 = -5467108.248066
  nChanged 59
		SP:Iteration 25Q (66465.040000 sec): 3 clusters
  Score: Raw -5470599.306435 + Penalty 3483.569492 = -5467115.736943
  nChanged 52
		SP:Iteration 26Q (66465.450000 sec): 3 clusters
  Score: Raw -5470604.285086 + Penalty 3483.569492 = -5467120.715594
  nChanged 39
		SP:Iteration 27Q (66465.900000 sec): 3 clusters
  Score: Raw -5470607.676228 + Penalty 3483.569492 = -5467124.106736
  nChanged 34
		SP:Iteration 28Q (66466.320000 sec): 3 clusters
  Score: Raw -5470610.429742 + Penalty 3483.569492 = -5467126.860251
  nChanged 19
		SP:Iteration 29Q (66466.700000 sec): 3 clusters
  Score: Raw -5470611.524190 + Penalty 3483.569492 = -5467127.954698
  nChanged 11
		SP:Iteration 30Q (66467.100000 sec): 3 clusters
  Score: Raw -5470612.171038 + Penalty 3483.569492 = -5467128.601546
  nChanged 9
		SP:Iteration 31Q (66467.440000 sec): 3 clusters
  Score: Raw -5470612.601514 + Penalty 3483.569492 = -5467129.032023
  nChanged 7
		SP:Iteration 32Q (66467.880000 sec): 3 clusters
  Score: Raw -5470612.998570 + Penalty 3483.569492 = -5467129.429078
  nChanged 2
		SP:Iteration 33Q (66468.310000 sec): 3 clusters
  Score: Raw -5470613.052986 + Penalty 3483.569492 = -5467129.483494
  nChanged 2
		SP:Iteration 34Q (66468.710000 sec): 3 clusters
  Score: Raw -5470613.071680 + Penalty 3483.569492 = -5467129.502188
  nChanged 1
		SP:Iteration 35Q (66469.060000 sec): 3 clusters
  Score: Raw -5470613.087042 + Penalty 3483.569492 = -5467129.517551
  nChanged 1
		SP:Iteration 36Q (66469.460000 sec): 3 clusters
  Score: Raw -5470613.161735 + Penalty 3483.569492 = -5467129.592243
  nChanged 1
		SP:Iteration 37Q (66469.860000 sec): 3 clusters
  Score: Raw -5470613.201291 + Penalty 3483.569492 = -5467129.631799
  nChanged 0
		SP:Iteration 38F (66470.320000 sec): 3 clusters
  Score: Raw -5470613.201291 + Penalty 3483.569492 = -5467129.631799
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (333203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66471.860000 sec): 2 clusters
  Score: Raw -40430609.885488 + Penalty 2066.432419 = -40428543.453070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66473.470000 sec): 3 clusters
  Score: Raw -40207165.113680 + Penalty 4132.864838 = -40203032.248842
  nChanged 162830
		SP:Iteration 1F (66475.120000 sec): 3 clusters
  Score: Raw -40304414.830749 + Penalty 4132.864838 = -40300281.965912
  nChanged 8158
		SP:Iteration 2Q (66476.830000 sec): 3 clusters
  Score: Raw -40305955.308345 + Penalty 4132.864838 = -40301822.443508
  nChanged 9367
		SP:Iteration 3Q (66478.530000 sec): 3 clusters
  Score: Raw -40308106.863023 + Penalty 4132.864838 = -40303973.998185
  nChanged 10927
		SP:Iteration 4Q (66480.200000 sec): 3 clusters
  Score: Raw -40311187.066895 + Penalty 4132.864838 = -40307054.202057
  nChanged 12878
		SP:Iteration 5Q (66481.970000 sec): 3 clusters
  Score: Raw -40315576.862717 + Penalty 4132.864838 = -40311443.997879
  nChanged 14904
		SP:Iteration 6Q (66483.680000 sec): 3 clusters
  Score: Raw -40321611.462813 + Penalty 4132.864838 = -40317478.597975
  nChanged 17116
		SP:Iteration 7F (66485.340000 sec): 3 clusters
  Score: Raw -40329665.300768 + Penalty 4132.864838 = -40325532.435930
  nChanged 18953
		SP:Iteration 8F (66487.070000 sec): 3 clusters
  Score: Raw -40340148.368482 + Penalty 4132.864838 = -40336015.503644
  nChanged 20866
		SP:Iteration 9F (66488.750000 sec): 3 clusters
  Score: Raw -40353445.493759 + Penalty 4132.864838 = -40349312.628921
  nChanged 21688
		SP:Iteration 10F (66490.390000 sec): 3 clusters
  Score: Raw -40369092.561367 + Penalty 4132.864838 = -40364959.696530
  nChanged 21120
		SP:Iteration 11F (66492.000000 sec): 3 clusters
  Score: Raw -40386022.150571 + Penalty 4132.864838 = -40381889.285733
  nChanged 18668
		SP:Iteration 12F (66493.570000 sec): 3 clusters
  Score: Raw -40402177.543921 + Penalty 4132.864838 = -40398044.679084
  nChanged 14271
		SP:Iteration 13Q (66495.060000 sec): 3 clusters
  Score: Raw -40414940.929471 + Penalty 4132.864838 = -40410808.064633
  nChanged 9087
		SP:Iteration 14Q (66496.490000 sec): 3 clusters
  Score: Raw -40423126.858533 + Penalty 4132.864838 = -40418993.993695
  nChanged 4823
		SP:Iteration 15Q (66497.870000 sec): 3 clusters
  Score: Raw -40427420.697495 + Penalty 4132.864838 = -40423287.832658
  nChanged 2241
		SP:Iteration 16Q (66499.250000 sec): 3 clusters
  Score: Raw -40429356.908999 + Penalty 4132.864838 = -40425224.044161
  nChanged 967
		SP:Iteration 17Q (66500.610000 sec): 3 clusters
  Score: Raw -40430154.626660 + Penalty 4132.864838 = -40426021.761823
  nChanged 408
		SP:Iteration 18Q (66501.970000 sec): 3 clusters
  Score: Raw -40430470.087917 + Penalty 4132.864838 = -40426337.223079
  nChanged 207
		SP:Iteration 19Q (66503.330000 sec): 3 clusters
  Score: Raw -40430638.141279 + Penalty 4132.864838 = -40426505.276442
  nChanged 115
		SP:Iteration 20F (66504.750000 sec): 3 clusters
  Score: Raw -40430717.518273 + Penalty 4132.864838 = -40426584.653435
  nChanged 66
		SP:Iteration 21Q (66506.000000 sec): 3 clusters
  Score: Raw -40430770.306158 + Penalty 4132.864838 = -40426637.441321
  nChanged 52
		SP:Iteration 22Q (66507.340000 sec): 3 clusters
  Score: Raw -40430810.128065 + Penalty 4132.864838 = -40426677.263227
  nChanged 40
		SP:Iteration 23Q (66508.670000 sec): 3 clusters
  Score: Raw -40430838.492083 + Penalty 4132.864838 = -40426705.627245
  nChanged 27
		SP:Iteration 24Q (66510.090000 sec): 3 clusters
  Score: Raw -40430860.080579 + Penalty 4132.864838 = -40426727.215741
  nChanged 29
		SP:Iteration 25Q (66511.590000 sec): 3 clusters
  Score: Raw -40430884.298669 + Penalty 4132.864838 = -40426751.433831
  nChanged 15
		SP:Iteration 26Q (66512.910000 sec): 3 clusters
  Score: Raw -40430900.211038 + Penalty 4132.864838 = -40426767.346200
  nChanged 11
		SP:Iteration 27Q (66514.160000 sec): 3 clusters
  Score: Raw -40430910.171569 + Penalty 4132.864838 = -40426777.306731
  nChanged 12
		SP:Iteration 28Q (66515.550000 sec): 3 clusters
  Score: Raw -40430918.752050 + Penalty 4132.864838 = -40426785.887213
  nChanged 9
		SP:Iteration 29Q (66516.990000 sec): 3 clusters
  Score: Raw -40430924.380915 + Penalty 4132.864838 = -40426791.516077
  nChanged 3
		SP:Iteration 30Q (66518.380000 sec): 3 clusters
  Score: Raw -40430926.200140 + Penalty 4132.864838 = -40426793.335303
  nChanged 3
		SP:Iteration 31Q (66519.760000 sec): 3 clusters
  Score: Raw -40430928.421895 + Penalty 4132.864838 = -40426795.557057
  nChanged 2
		SP:Iteration 32Q (66521.130000 sec): 3 clusters
  Score: Raw -40430929.722509 + Penalty 4132.864838 = -40426796.857671
  nChanged 1
		SP:Iteration 33Q (66522.450000 sec): 3 clusters
  Score: Raw -40430930.401336 + Penalty 4132.864838 = -40426797.536498
  nChanged 2
		SP:Iteration 34Q (66523.900000 sec): 3 clusters
  Score: Raw -40430931.083433 + Penalty 4132.864838 = -40426798.218596
  nChanged 3
		SP:Iteration 35Q (66525.260000 sec): 3 clusters
  Score: Raw -40430932.846754 + Penalty 4132.864838 = -40426799.981917
  nChanged 2
		SP:Iteration 36Q (66526.540000 sec): 3 clusters
  Score: Raw -40430934.463209 + Penalty 4132.864838 = -40426801.598372
  nChanged 3
		SP:Iteration 37Q (66527.780000 sec): 3 clusters
  Score: Raw -40430936.431899 + Penalty 4132.864838 = -40426803.567062
  nChanged 2
		SP:Iteration 38Q (66528.990000 sec): 3 clusters
  Score: Raw -40430937.966705 + Penalty 4132.864838 = -40426805.101867
  nChanged 3
		SP:Iteration 39Q (66530.240000 sec): 3 clusters
  Score: Raw -40430939.637370 + Penalty 4132.864838 = -40426806.772532
  nChanged 4
		SP:Iteration 40F (66531.640000 sec): 3 clusters
  Score: Raw -40430941.740290 + Penalty 4132.864838 = -40426808.875453
  nChanged 2
		SP:Iteration 41Q (66532.920000 sec): 3 clusters
  Score: Raw -40430942.891858 + Penalty 4132.864838 = -40426810.027021
  nChanged 0
		SP:Iteration 42F (66534.420000 sec): 3 clusters
  Score: Raw -40430942.891858 + Penalty 4132.864838 = -40426810.027021
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (73980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66535.000000 sec): 2 clusters
  Score: Raw -8725242.101148 + Penalty 1821.876886 = -8723420.224262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66535.560000 sec): 3 clusters
  Score: Raw -8677384.705170 + Penalty 3643.753771 = -8673740.951399
  nChanged 35235
		SP:Iteration 1F (66536.080000 sec): 3 clusters
  Score: Raw -8697621.217546 + Penalty 3643.753771 = -8693977.463775
  nChanged 2583
		SP:Iteration 2Q (66536.610000 sec): 3 clusters
  Score: Raw -8698317.348064 + Penalty 3643.753771 = -8694673.594293
  nChanged 2738
		SP:Iteration 3Q (66537.180000 sec): 3 clusters
  Score: Raw -8699154.653402 + Penalty 3643.753771 = -8695510.899631
  nChanged 3027
		SP:Iteration 4Q (66537.740000 sec): 3 clusters
  Score: Raw -8700292.411656 + Penalty 3643.753771 = -8696648.657885
  nChanged 3614
		SP:Iteration 5Q (66538.300000 sec): 3 clusters
  Score: Raw -8702021.286732 + Penalty 3643.753771 = -8698377.532960
  nChanged 4508
		SP:Iteration 6F (66538.860000 sec): 3 clusters
  Score: Raw -8704685.664819 + Penalty 3643.753771 = -8701041.911048
  nChanged 5391
		SP:Iteration 7F (66539.410000 sec): 3 clusters
  Score: Raw -8708512.137105 + Penalty 3643.753771 = -8704868.383334
  nChanged 5835
		SP:Iteration 8F (66539.910000 sec): 3 clusters
  Score: Raw -8713051.075842 + Penalty 3643.753771 = -8709407.322070
  nChanged 5123
		SP:Iteration 9F (66540.460000 sec): 3 clusters
  Score: Raw -8717272.028515 + Penalty 3643.753771 = -8713628.274744
  nChanged 3698
		SP:Iteration 10Q (66540.980000 sec): 3 clusters
  Score: Raw -8720616.201546 + Penalty 3643.753771 = -8716972.447775
  nChanged 2358
		SP:Iteration 11Q (66541.550000 sec): 3 clusters
  Score: Raw -8722953.246176 + Penalty 3643.753771 = -8719309.492405
  nChanged 1432
		SP:Iteration 12Q (66542.040000 sec): 3 clusters
  Score: Raw -8724373.552778 + Penalty 3643.753771 = -8720729.799007
  nChanged 942
		SP:Iteration 13Q (66542.560000 sec): 3 clusters
  Score: Raw -8725209.151141 + Penalty 3643.753771 = -8721565.397369
  nChanged 605
		SP:Iteration 14Q (66543.080000 sec): 3 clusters
  Score: Raw -8725664.456890 + Penalty 3643.753771 = -8722020.703118
  nChanged 393
		SP:Iteration 15Q (66543.560000 sec): 3 clusters
  Score: Raw -8725943.249594 + Penalty 3643.753771 = -8722299.495823
  nChanged 277
		SP:Iteration 16Q (66544.060000 sec): 3 clusters
  Score: Raw -8726110.765516 + Penalty 3643.753771 = -8722467.011745
  nChanged 223
		SP:Iteration 17Q (66544.550000 sec): 3 clusters
  Score: Raw -8726204.158059 + Penalty 3643.753771 = -8722560.404287
  nChanged 170
		SP:Iteration 18Q (66545.070000 sec): 3 clusters
  Score: Raw -8726255.380865 + Penalty 3643.753771 = -8722611.627094
  nChanged 109
		SP:Iteration 19Q (66545.550000 sec): 3 clusters
  Score: Raw -8726286.189890 + Penalty 3643.753771 = -8722642.436119
  nChanged 97
		SP:Iteration 20F (66546.100000 sec): 3 clusters
  Score: Raw -8726308.546002 + Penalty 3643.753771 = -8722664.792231
  nChanged 64
		SP:Iteration 21Q (66546.600000 sec): 3 clusters
  Score: Raw -8726321.511889 + Penalty 3643.753771 = -8722677.758118
  nChanged 55
		SP:Iteration 22Q (66547.140000 sec): 3 clusters
  Score: Raw -8726333.690235 + Penalty 3643.753771 = -8722689.936463
  nChanged 44
		SP:Iteration 23Q (66547.670000 sec): 3 clusters
  Score: Raw -8726341.747148 + Penalty 3643.753771 = -8722697.993377
  nChanged 39
		SP:Iteration 24Q (66548.140000 sec): 3 clusters
  Score: Raw -8726348.697424 + Penalty 3643.753771 = -8722704.943653
  nChanged 39
		SP:Iteration 25Q (66548.630000 sec): 3 clusters
  Score: Raw -8726354.802854 + Penalty 3643.753771 = -8722711.049082
  nChanged 32
		SP:Iteration 26Q (66549.080000 sec): 3 clusters
  Score: Raw -8726359.473639 + Penalty 3643.753771 = -8722715.719868
  nChanged 20
		SP:Iteration 27Q (66549.500000 sec): 3 clusters
  Score: Raw -8726362.806650 + Penalty 3643.753771 = -8722719.052879
  nChanged 11
		SP:Iteration 28Q (66549.930000 sec): 3 clusters
  Score: Raw -8726364.312320 + Penalty 3643.753771 = -8722720.558549
  nChanged 11
		SP:Iteration 29Q (66550.460000 sec): 3 clusters
  Score: Raw -8726365.731160 + Penalty 3643.753771 = -8722721.977389
  nChanged 7
		SP:Iteration 30Q (66550.970000 sec): 3 clusters
  Score: Raw -8726366.671859 + Penalty 3643.753771 = -8722722.918088
  nChanged 9
		SP:Iteration 31Q (66551.490000 sec): 3 clusters
  Score: Raw -8726367.496602 + Penalty 3643.753771 = -8722723.742831
  nChanged 1
		SP:Iteration 32Q (66552.010000 sec): 3 clusters
  Score: Raw -8726367.539084 + Penalty 3643.753771 = -8722723.785313
  nChanged 1
		SP:Iteration 33Q (66552.560000 sec): 3 clusters
  Score: Raw -8726367.647243 + Penalty 3643.753771 = -8722723.893472
  nChanged 0
		SP:Iteration 34F (66553.100000 sec): 3 clusters
  Score: Raw -8726367.647243 + Penalty 3643.753771 = -8722723.893472
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66553.250000 sec): 2 clusters
  Score: Raw -706969.107411 + Penalty 1435.721700 = -705533.385711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66553.520000 sec): 3 clusters
  Score: Raw -703290.082080 + Penalty 2871.443401 = -700418.638679
  nChanged 2853
		SP:Iteration 1F (66553.740000 sec): 3 clusters
  Score: Raw -705257.528342 + Penalty 2871.443401 = -702386.084941
  nChanged 654
		SP:Iteration 2F (66554.000000 sec): 3 clusters
  Score: Raw -705924.517036 + Penalty 2871.443401 = -703053.073635
  nChanged 656
		SP:Iteration 3F (66554.220000 sec): 3 clusters
  Score: Raw -706540.151146 + Penalty 2871.443401 = -703668.707745
  nChanged 508
		SP:Iteration 4F (66554.410000 sec): 3 clusters
  Score: Raw -707000.213965 + Penalty 2871.443401 = -704128.770564
  nChanged 381
		SP:Iteration 5F (66554.640000 sec): 3 clusters
  Score: Raw -707297.281364 + Penalty 2871.443401 = -704425.837963
  nChanged 320
		SP:Iteration 6Q (66554.870000 sec): 3 clusters
  Score: Raw -707514.294478 + Penalty 2871.443401 = -704642.851077
  nChanged 239
		SP:Iteration 7Q (66555.110000 sec): 3 clusters
  Score: Raw -707650.494872 + Penalty 2871.443401 = -704779.051472
  nChanged 182
		SP:Iteration 8Q (66555.370000 sec): 3 clusters
  Score: Raw -707733.924368 + Penalty 2871.443401 = -704862.480967
  nChanged 126
		SP:Iteration 9Q (66555.610000 sec): 3 clusters
  Score: Raw -707788.770972 + Penalty 2871.443401 = -704917.327571
  nChanged 94
		SP:Iteration 10Q (66555.890000 sec): 3 clusters
  Score: Raw -707822.680426 + Penalty 2871.443401 = -704951.237025
  nChanged 76
		SP:Iteration 11Q (66556.100000 sec): 3 clusters
  Score: Raw -707846.008299 + Penalty 2871.443401 = -704974.564898
  nChanged 65
		SP:Iteration 12Q (66556.250000 sec): 3 clusters
  Score: Raw -707865.185762 + Penalty 2871.443401 = -704993.742361
  nChanged 51
		SP:Iteration 13Q (66556.510000 sec): 3 clusters
  Score: Raw -707877.468278 + Penalty 2871.443401 = -705006.024878
  nChanged 35
		SP:Iteration 14Q (66556.760000 sec): 3 clusters
  Score: Raw -707886.756197 + Penalty 2871.443401 = -705015.312797
  nChanged 33
		SP:Iteration 15Q (66556.970000 sec): 3 clusters
  Score: Raw -707892.808921 + Penalty 2871.443401 = -705021.365521
  nChanged 18
		SP:Iteration 16Q (66557.150000 sec): 3 clusters
  Score: Raw -707895.974155 + Penalty 2871.443401 = -705024.530755
  nChanged 13
		SP:Iteration 17Q (66557.440000 sec): 3 clusters
  Score: Raw -707898.436697 + Penalty 2871.443401 = -705026.993297
  nChanged 11
		SP:Iteration 18Q (66557.600000 sec): 3 clusters
  Score: Raw -707900.003461 + Penalty 2871.443401 = -705028.560060
  nChanged 9
		SP:Iteration 19Q (66557.810000 sec): 3 clusters
  Score: Raw -707900.786995 + Penalty 2871.443401 = -705029.343594
  nChanged 6
		SP:Iteration 20F (66558.030000 sec): 3 clusters
  Score: Raw -707901.431181 + Penalty 2871.443401 = -705029.987781
  nChanged 6
		SP:Iteration 21Q (66558.260000 sec): 3 clusters
  Score: Raw -707902.141703 + Penalty 2871.443401 = -705030.698303
  nChanged 2
		SP:Iteration 22Q (66558.450000 sec): 3 clusters
  Score: Raw -707902.559591 + Penalty 2871.443401 = -705031.116190
  nChanged 2
		SP:Iteration 23Q (66558.680000 sec): 3 clusters
  Score: Raw -707902.683972 + Penalty 2871.443401 = -705031.240572
  nChanged 1
		SP:Iteration 24Q (66558.890000 sec): 3 clusters
  Score: Raw -707902.747459 + Penalty 2871.443401 = -705031.304058
  nChanged 2
		SP:Iteration 25Q (66559.080000 sec): 3 clusters
  Score: Raw -707903.069470 + Penalty 2871.443401 = -705031.626069
  nChanged 2
		SP:Iteration 26Q (66559.270000 sec): 3 clusters
  Score: Raw -707903.450356 + Penalty 2871.443401 = -705032.006955
  nChanged 2
		SP:Iteration 27Q (66559.470000 sec): 3 clusters
  Score: Raw -707903.642885 + Penalty 2871.443401 = -705032.199484
  nChanged 2
		SP:Iteration 28Q (66559.660000 sec): 3 clusters
  Score: Raw -707903.803684 + Penalty 2871.443401 = -705032.360283
  nChanged 2
		SP:Iteration 29Q (66559.870000 sec): 3 clusters
  Score: Raw -707903.996328 + Penalty 2871.443401 = -705032.552928
  nChanged 1
		SP:Iteration 30Q (66560.060000 sec): 3 clusters
  Score: Raw -707904.089802 + Penalty 2871.443401 = -705032.646401
  nChanged 1
		SP:Iteration 31Q (66560.250000 sec): 3 clusters
  Score: Raw -707904.244798 + Penalty 2871.443401 = -705032.801397
  nChanged 3
		SP:Iteration 32Q (66560.410000 sec): 3 clusters
  Score: Raw -707904.601428 + Penalty 2871.443401 = -705033.158027
  nChanged 2
		SP:Iteration 33Q (66560.600000 sec): 3 clusters
  Score: Raw -707904.750778 + Penalty 2871.443401 = -705033.307378
  nChanged 1
		SP:Iteration 34Q (66560.810000 sec): 3 clusters
  Score: Raw -707904.879244 + Penalty 2871.443401 = -705033.435843
  nChanged 2
		SP:Iteration 35Q (66560.990000 sec): 3 clusters
  Score: Raw -707905.048647 + Penalty 2871.443401 = -705033.605246
  nChanged 1
		SP:Iteration 36Q (66561.180000 sec): 3 clusters
  Score: Raw -707905.165639 + Penalty 2871.443401 = -705033.722238
  nChanged 0
		SP:Iteration 37F (66561.340000 sec): 3 clusters
  Score: Raw -707905.165639 + Penalty 2871.443401 = -705033.722238
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (42739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66561.600000 sec): 2 clusters
  Score: Raw -4922940.209309 + Penalty 1732.715909 = -4921207.493400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66561.940000 sec): 3 clusters
  Score: Raw -4896081.883285 + Penalty 3465.431818 = -4892616.451467
  nChanged 19990
		SP:Iteration 1F (66562.280000 sec): 3 clusters
  Score: Raw -4907670.836654 + Penalty 3465.431818 = -4904205.404836
  nChanged 2053
		SP:Iteration 2Q (66562.650000 sec): 3 clusters
  Score: Raw -4908496.581376 + Penalty 3465.431818 = -4905031.149559
  nChanged 2273
		SP:Iteration 3F (66562.980000 sec): 3 clusters
  Score: Raw -4909639.434536 + Penalty 3465.431818 = -4906174.002718
  nChanged 2654
		SP:Iteration 4F (66563.380000 sec): 3 clusters
  Score: Raw -4911286.237393 + Penalty 3465.431818 = -4907820.805575
  nChanged 2989
		SP:Iteration 5F (66563.760000 sec): 3 clusters
  Score: Raw -4913490.543561 + Penalty 3465.431818 = -4910025.111743
  nChanged 3027
		SP:Iteration 6F (66564.060000 sec): 3 clusters
  Score: Raw -4915924.211461 + Penalty 3465.431818 = -4912458.779643
  nChanged 2749
		SP:Iteration 7F (66564.440000 sec): 3 clusters
  Score: Raw -4918281.908730 + Penalty 3465.431818 = -4914816.476912
  nChanged 2246
		SP:Iteration 8F (66564.820000 sec): 3 clusters
  Score: Raw -4920222.544852 + Penalty 3465.431818 = -4916757.113035
  nChanged 1497
		SP:Iteration 9Q (66565.150000 sec): 3 clusters
  Score: Raw -4921487.199821 + Penalty 3465.431818 = -4918021.768003
  nChanged 900
		SP:Iteration 10Q (66565.480000 sec): 3 clusters
  Score: Raw -4922245.608676 + Penalty 3465.431818 = -4918780.176858
  nChanged 496
		SP:Iteration 11Q (66565.790000 sec): 3 clusters
  Score: Raw -4922653.970125 + Penalty 3465.431818 = -4919188.538307
  nChanged 255
		SP:Iteration 12Q (66566.140000 sec): 3 clusters
  Score: Raw -4922886.330569 + Penalty 3465.431818 = -4919420.898752
  nChanged 123
		SP:Iteration 13Q (66566.520000 sec): 3 clusters
  Score: Raw -4922988.476377 + Penalty 3465.431818 = -4919523.044559
  nChanged 67
		SP:Iteration 14Q (66566.830000 sec): 3 clusters
  Score: Raw -4923055.171240 + Penalty 3465.431818 = -4919589.739422
  nChanged 49
		SP:Iteration 15Q (66567.170000 sec): 3 clusters
  Score: Raw -4923100.460012 + Penalty 3465.431818 = -4919635.028194
  nChanged 28
		SP:Iteration 16Q (66567.490000 sec): 3 clusters
  Score: Raw -4923136.284596 + Penalty 3465.431818 = -4919670.852778
  nChanged 16
		SP:Iteration 17Q (66567.850000 sec): 3 clusters
  Score: Raw -4923151.751303 + Penalty 3465.431818 = -4919686.319485
  nChanged 10
		SP:Iteration 18Q (66568.240000 sec): 3 clusters
  Score: Raw -4923162.878781 + Penalty 3465.431818 = -4919697.446963
  nChanged 8
		SP:Iteration 19Q (66568.570000 sec): 3 clusters
  Score: Raw -4923175.996814 + Penalty 3465.431818 = -4919710.564996
  nChanged 13
		SP:Iteration 20F (66568.970000 sec): 3 clusters
  Score: Raw -4923188.538803 + Penalty 3465.431818 = -4919723.106985
  nChanged 6
		SP:Iteration 21Q (66569.310000 sec): 3 clusters
  Score: Raw -4923196.847597 + Penalty 3465.431818 = -4919731.415780
  nChanged 6
		SP:Iteration 22Q (66569.760000 sec): 3 clusters
  Score: Raw -4923203.649997 + Penalty 3465.431818 = -4919738.218179
  nChanged 4
		SP:Iteration 23Q (66570.130000 sec): 3 clusters
  Score: Raw -4923208.080873 + Penalty 3465.431818 = -4919742.649055
  nChanged 2
		SP:Iteration 24Q (66570.550000 sec): 3 clusters
  Score: Raw -4923209.791996 + Penalty 3465.431818 = -4919744.360178
  nChanged 1
		SP:Iteration 25Q (66570.890000 sec): 3 clusters
  Score: Raw -4923211.437893 + Penalty 3465.431818 = -4919746.006076
  nChanged 2
		SP:Iteration 26Q (66571.260000 sec): 3 clusters
  Score: Raw -4923212.927498 + Penalty 3465.431818 = -4919747.495680
  nChanged 1
		SP:Iteration 27Q (66571.630000 sec): 3 clusters
  Score: Raw -4923213.738776 + Penalty 3465.431818 = -4919748.306959
  nChanged 1
		SP:Iteration 28Q (66571.950000 sec): 3 clusters
  Score: Raw -4923214.880808 + Penalty 3465.431818 = -4919749.448990
  nChanged 1
		SP:Iteration 29Q (66572.300000 sec): 3 clusters
  Score: Raw -4923216.689689 + Penalty 3465.431818 = -4919751.257872
  nChanged 1
		SP:Iteration 30Q (66572.700000 sec): 3 clusters
  Score: Raw -4923217.189425 + Penalty 3465.431818 = -4919751.757607
  nChanged 0
		SP:Iteration 31F (66573.060000 sec): 3 clusters
  Score: Raw -4923217.189425 + Penalty 3465.431818 = -4919751.757607
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (9190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66573.220000 sec): 2 clusters
  Score: Raw -1107940.327401 + Penalty 1482.954072 = -1106457.373328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66573.420000 sec): 3 clusters
  Score: Raw -1102774.922420 + Penalty 2965.908145 = -1099809.014275
  nChanged 3937
		SP:Iteration 1F (66573.720000 sec): 3 clusters
  Score: Raw -1104995.617896 + Penalty 2965.908145 = -1102029.709751
  nChanged 622
		SP:Iteration 2F (66573.970000 sec): 3 clusters
  Score: Raw -1105324.438795 + Penalty 2965.908145 = -1102358.530650
  nChanged 525
		SP:Iteration 3F (66574.170000 sec): 3 clusters
  Score: Raw -1105582.032189 + Penalty 2965.908145 = -1102616.124044
  nChanged 432
		SP:Iteration 4Q (66574.390000 sec): 3 clusters
  Score: Raw -1105809.048447 + Penalty 2965.908145 = -1102843.140302
  nChanged 430
		SP:Iteration 5Q (66574.640000 sec): 3 clusters
  Score: Raw -1106058.922253 + Penalty 2965.908145 = -1103093.014108
  nChanged 430
		SP:Iteration 6Q (66574.870000 sec): 3 clusters
  Score: Raw -1106330.968974 + Penalty 2965.908145 = -1103365.060829
  nChanged 456
		SP:Iteration 7Q (66575.110000 sec): 3 clusters
  Score: Raw -1106694.229980 + Penalty 2965.908145 = -1103728.321835
  nChanged 483
		SP:Iteration 8F (66575.360000 sec): 3 clusters
  Score: Raw -1107077.284515 + Penalty 2965.908145 = -1104111.376370
  nChanged 445
		SP:Iteration 9Q (66575.550000 sec): 3 clusters
  Score: Raw -1107378.852340 + Penalty 2965.908145 = -1104412.944195
  nChanged 372
		SP:Iteration 10Q (66575.790000 sec): 3 clusters
  Score: Raw -1107623.016565 + Penalty 2965.908145 = -1104657.108420
  nChanged 346
		SP:Iteration 11Q (66576.010000 sec): 3 clusters
  Score: Raw -1107874.681002 + Penalty 2965.908145 = -1104908.772857
  nChanged 375
		SP:Iteration 12Q (66576.200000 sec): 3 clusters
  Score: Raw -1108173.463990 + Penalty 2965.908145 = -1105207.555845
  nChanged 317
		SP:Iteration 13Q (66576.440000 sec): 3 clusters
  Score: Raw -1108607.658621 + Penalty 2965.908145 = -1105641.750476
  nChanged 318
		SP:Iteration 14Q (66576.750000 sec): 3 clusters
  Score: Raw -1109355.239532 + Penalty 2965.908145 = -1106389.331387
  nChanged 321
		SP:Iteration 15Q (66577.010000 sec): 3 clusters
  Score: Raw -1109785.584139 + Penalty 2965.908145 = -1106819.675994
  nChanged 272
		SP:Iteration 16Q (66577.250000 sec): 3 clusters
  Score: Raw -1110089.911119 + Penalty 2965.908145 = -1107124.002974
  nChanged 236
		SP:Iteration 17Q (66577.460000 sec): 3 clusters
  Score: Raw -1110264.029164 + Penalty 2965.908145 = -1107298.121019
  nChanged 186
		SP:Iteration 18Q (66577.680000 sec): 3 clusters
  Score: Raw -1110364.351149 + Penalty 2965.908145 = -1107398.443004
  nChanged 146
		SP:Iteration 19Q (66577.940000 sec): 3 clusters
  Score: Raw -1110438.125960 + Penalty 2965.908145 = -1107472.217815
  nChanged 113
		SP:Iteration 20F (66578.190000 sec): 3 clusters
  Score: Raw -1110492.587255 + Penalty 2965.908145 = -1107526.679110
  nChanged 102
		SP:Iteration 21Q (66578.380000 sec): 3 clusters
  Score: Raw -1110544.746721 + Penalty 2965.908145 = -1107578.838576
  nChanged 107
		SP:Iteration 22Q (66578.630000 sec): 3 clusters
  Score: Raw -1110602.266930 + Penalty 2965.908145 = -1107636.358785
  nChanged 99
		SP:Iteration 23Q (66578.840000 sec): 3 clusters
  Score: Raw -1110660.435765 + Penalty 2965.908145 = -1107694.527620
  nChanged 109
		SP:Iteration 24Q (66579.090000 sec): 3 clusters
  Score: Raw -1110724.570060 + Penalty 2965.908145 = -1107758.661915
  nChanged 118
		SP:Iteration 25Q (66579.270000 sec): 3 clusters
  Score: Raw -1110806.952425 + Penalty 2965.908145 = -1107841.044280
  nChanged 129
		SP:Iteration 26Q (66579.470000 sec): 3 clusters
  Score: Raw -1110911.972214 + Penalty 2965.908145 = -1107946.064069
  nChanged 141
		SP:Iteration 27Q (66579.720000 sec): 3 clusters
  Score: Raw -1111027.314629 + Penalty 2965.908145 = -1108061.406484
  nChanged 132
		SP:Iteration 28Q (66579.960000 sec): 3 clusters
  Score: Raw -1111162.383730 + Penalty 2965.908145 = -1108196.475585
  nChanged 146
		SP:Iteration 29Q (66580.150000 sec): 3 clusters
  Score: Raw -1111324.070205 + Penalty 2965.908145 = -1108358.162060
  nChanged 139
		SP:Iteration 30Q (66580.370000 sec): 3 clusters
  Score: Raw -1111481.972981 + Penalty 2965.908145 = -1108516.064836
  nChanged 134
		SP:Iteration 31Q (66580.580000 sec): 3 clusters
  Score: Raw -1111615.941630 + Penalty 2965.908145 = -1108650.033485
  nChanged 107
		SP:Iteration 32Q (66580.790000 sec): 3 clusters
  Score: Raw -1111707.959742 + Penalty 2965.908145 = -1108742.051597
  nChanged 83
		SP:Iteration 33Q (66581.040000 sec): 3 clusters
  Score: Raw -1111759.914394 + Penalty 2965.908145 = -1108794.006249
  nChanged 46
		SP:Iteration 34Q (66581.250000 sec): 3 clusters
  Score: Raw -1111785.132271 + Penalty 2965.908145 = -1108819.224126
  nChanged 38
		SP:Iteration 35Q (66581.510000 sec): 3 clusters
  Score: Raw -1111809.583996 + Penalty 2965.908145 = -1108843.675851
  nChanged 28
		SP:Iteration 36Q (66581.750000 sec): 3 clusters
  Score: Raw -1111818.625157 + Penalty 2965.908145 = -1108852.717012
  nChanged 19
		SP:Iteration 37Q (66581.930000 sec): 3 clusters
  Score: Raw -1111823.120292 + Penalty 2965.908145 = -1108857.212147
  nChanged 9
		SP:Iteration 38Q (66582.190000 sec): 3 clusters
  Score: Raw -1111827.082347 + Penalty 2965.908145 = -1108861.174202
  nChanged 10
		SP:Iteration 39Q (66582.420000 sec): 3 clusters
  Score: Raw -1111829.489306 + Penalty 2965.908145 = -1108863.581161
  nChanged 10
		SP:Iteration 40F (66582.620000 sec): 3 clusters
  Score: Raw -1111850.480745 + Penalty 2965.908145 = -1108884.572600
  nChanged 9
		SP:Iteration 41Q (66582.810000 sec): 3 clusters
  Score: Raw -1111855.896626 + Penalty 2965.908145 = -1108889.988481
  nChanged 15
		SP:Iteration 42Q (66583.040000 sec): 3 clusters
  Score: Raw -1111859.434268 + Penalty 2965.908145 = -1108893.526123
  nChanged 10
		SP:Iteration 43Q (66583.310000 sec): 3 clusters
  Score: Raw -1111861.407228 + Penalty 2965.908145 = -1108895.499083
  nChanged 6
		SP:Iteration 44Q (66583.490000 sec): 3 clusters
  Score: Raw -1111862.771570 + Penalty 2965.908145 = -1108896.863425
  nChanged 9
		SP:Iteration 45Q (66583.700000 sec): 3 clusters
  Score: Raw -1111864.206637 + Penalty 2965.908145 = -1108898.298492
  nChanged 5
		SP:Iteration 46Q (66583.910000 sec): 3 clusters
  Score: Raw -1111865.032395 + Penalty 2965.908145 = -1108899.124250
  nChanged 4
		SP:Iteration 47Q (66584.120000 sec): 3 clusters
  Score: Raw -1111865.547274 + Penalty 2965.908145 = -1108899.639129
  nChanged 1
		SP:Iteration 48Q (66584.350000 sec): 3 clusters
  Score: Raw -1111865.693478 + Penalty 2965.908145 = -1108899.785333
  nChanged 1
		SP:Iteration 49Q (66584.590000 sec): 3 clusters
  Score: Raw -1111865.918759 + Penalty 2965.908145 = -1108900.010614
  nChanged 2
		SP:Iteration 50Q (66584.810000 sec): 3 clusters
  Score: Raw -1111866.293110 + Penalty 2965.908145 = -1108900.384965
  nChanged 1
		SP:Iteration 51Q (66585.040000 sec): 3 clusters
  Score: Raw -1111866.881841 + Penalty 2965.908145 = -1108900.973696
  nChanged 4
		SP:Iteration 52Q (66585.210000 sec): 3 clusters
  Score: Raw -1111867.627591 + Penalty 2965.908145 = -1108901.719446
  nChanged 1
		SP:Iteration 53Q (66585.430000 sec): 3 clusters
  Score: Raw -1111867.712381 + Penalty 2965.908145 = -1108901.804236
  nChanged 1
		SP:Iteration 54Q (66585.650000 sec): 3 clusters
  Score: Raw -1111867.946196 + Penalty 2965.908145 = -1108902.038051
  nChanged 2
		SP:Iteration 55Q (66585.850000 sec): 3 clusters
  Score: Raw -1111868.246771 + Penalty 2965.908145 = -1108902.338626
  nChanged 1
		SP:Iteration 56Q (66586.080000 sec): 3 clusters
  Score: Raw -1111868.337393 + Penalty 2965.908145 = -1108902.429248
  nChanged 0
		SP:Iteration 57F (66586.300000 sec): 3 clusters
  Score: Raw -1111868.337393 + Penalty 2965.908145 = -1108902.429248
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (14833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66586.470000 sec): 2 clusters
  Score: Raw -1615109.860487 + Penalty 1560.749077 = -1613549.111410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66586.720000 sec): 3 clusters
  Score: Raw -1606438.384823 + Penalty 3121.498155 = -1603316.886668
  nChanged 6569
		SP:Iteration 1F (66586.970000 sec): 3 clusters
  Score: Raw -1610365.501945 + Penalty 3121.498155 = -1607244.003790
  nChanged 1183
		SP:Iteration 2F (66587.200000 sec): 3 clusters
  Score: Raw -1611316.265096 + Penalty 3121.498155 = -1608194.766941
  nChanged 1204
		SP:Iteration 3F (66587.490000 sec): 3 clusters
  Score: Raw -1612411.906357 + Penalty 3121.498155 = -1609290.408202
  nChanged 1246
		SP:Iteration 4F (66587.730000 sec): 3 clusters
  Score: Raw -1613505.496633 + Penalty 3121.498155 = -1610383.998478
  nChanged 1076
		SP:Iteration 5F (66587.980000 sec): 3 clusters
  Score: Raw -1614360.560407 + Penalty 3121.498155 = -1611239.062252
  nChanged 816
		SP:Iteration 6F (66588.200000 sec): 3 clusters
  Score: Raw -1614864.496268 + Penalty 3121.498155 = -1611742.998113
  nChanged 571
		SP:Iteration 7Q (66588.430000 sec): 3 clusters
  Score: Raw -1615127.238289 + Penalty 3121.498155 = -1612005.740135
  nChanged 404
		SP:Iteration 8Q (66588.690000 sec): 3 clusters
  Score: Raw -1615285.052193 + Penalty 3121.498155 = -1612163.554038
  nChanged 303
		SP:Iteration 9Q (66588.890000 sec): 3 clusters
  Score: Raw -1615383.072584 + Penalty 3121.498155 = -1612261.574429
  nChanged 224
		SP:Iteration 10Q (66589.170000 sec): 3 clusters
  Score: Raw -1615451.025516 + Penalty 3121.498155 = -1612329.527361
  nChanged 189
		SP:Iteration 11Q (66589.400000 sec): 3 clusters
  Score: Raw -1615503.282712 + Penalty 3121.498155 = -1612381.784557
  nChanged 170
		SP:Iteration 12Q (66589.640000 sec): 3 clusters
  Score: Raw -1615544.433540 + Penalty 3121.498155 = -1612422.935385
  nChanged 147
		SP:Iteration 13Q (66589.890000 sec): 3 clusters
  Score: Raw -1615572.209390 + Penalty 3121.498155 = -1612450.711236
  nChanged 112
		SP:Iteration 14Q (66590.150000 sec): 3 clusters
  Score: Raw -1615593.995054 + Penalty 3121.498155 = -1612472.496899
  nChanged 94
		SP:Iteration 15Q (66590.430000 sec): 3 clusters
  Score: Raw -1615610.949028 + Penalty 3121.498155 = -1612489.450874
  nChanged 70
		SP:Iteration 16Q (66590.630000 sec): 3 clusters
  Score: Raw -1615627.304458 + Penalty 3121.498155 = -1612505.806304
  nChanged 78
		SP:Iteration 17Q (66590.900000 sec): 3 clusters
  Score: Raw -1615642.125411 + Penalty 3121.498155 = -1612520.627256
  nChanged 79
		SP:Iteration 18Q (66591.160000 sec): 3 clusters
  Score: Raw -1615655.451690 + Penalty 3121.498155 = -1612533.953535
  nChanged 67
		SP:Iteration 19Q (66591.370000 sec): 3 clusters
  Score: Raw -1615668.066287 + Penalty 3121.498155 = -1612546.568132
  nChanged 67
		SP:Iteration 20F (66591.660000 sec): 3 clusters
  Score: Raw -1615680.323562 + Penalty 3121.498155 = -1612558.825408
  nChanged 51
		SP:Iteration 21Q (66591.860000 sec): 3 clusters
  Score: Raw -1615693.271372 + Penalty 3121.498155 = -1612571.773217
  nChanged 71
		SP:Iteration 22Q (66592.100000 sec): 3 clusters
  Score: Raw -1615704.879608 + Penalty 3121.498155 = -1612583.381453
  nChanged 54
		SP:Iteration 23Q (66592.360000 sec): 3 clusters
  Score: Raw -1615712.730681 + Penalty 3121.498155 = -1612591.232527
  nChanged 48
		SP:Iteration 24Q (66592.620000 sec): 3 clusters
  Score: Raw -1615720.700751 + Penalty 3121.498155 = -1612599.202596
  nChanged 56
		SP:Iteration 25Q (66592.850000 sec): 3 clusters
  Score: Raw -1615727.136777 + Penalty 3121.498155 = -1612605.638622
  nChanged 42
		SP:Iteration 26Q (66593.040000 sec): 3 clusters
  Score: Raw -1615731.992137 + Penalty 3121.498155 = -1612610.493982
  nChanged 39
		SP:Iteration 27Q (66593.270000 sec): 3 clusters
  Score: Raw -1615736.594520 + Penalty 3121.498155 = -1612615.096365
  nChanged 35
		SP:Iteration 28Q (66593.550000 sec): 3 clusters
  Score: Raw -1615740.278760 + Penalty 3121.498155 = -1612618.780605
  nChanged 44
		SP:Iteration 29Q (66593.860000 sec): 3 clusters
  Score: Raw -1615745.796118 + Penalty 3121.498155 = -1612624.297963
  nChanged 49
		SP:Iteration 30Q (66594.090000 sec): 3 clusters
  Score: Raw -1615752.872366 + Penalty 3121.498155 = -1612631.374211
  nChanged 55
		SP:Iteration 31Q (66594.380000 sec): 3 clusters
  Score: Raw -1615761.077619 + Penalty 3121.498155 = -1612639.579464
  nChanged 53
		SP:Iteration 32Q (66594.560000 sec): 3 clusters
  Score: Raw -1615768.132576 + Penalty 3121.498155 = -1612646.634421
  nChanged 37
		SP:Iteration 33Q (66594.830000 sec): 3 clusters
  Score: Raw -1615772.344791 + Penalty 3121.498155 = -1612650.846636
  nChanged 32
		SP:Iteration 34Q (66595.070000 sec): 3 clusters
  Score: Raw -1615776.617352 + Penalty 3121.498155 = -1612655.119197
  nChanged 40
		SP:Iteration 35Q (66595.380000 sec): 3 clusters
  Score: Raw -1615782.076296 + Penalty 3121.498155 = -1612660.578141
  nChanged 43
		SP:Iteration 36Q (66595.620000 sec): 3 clusters
  Score: Raw -1615788.236864 + Penalty 3121.498155 = -1612666.738709
  nChanged 40
		SP:Iteration 37Q (66595.870000 sec): 3 clusters
  Score: Raw -1615792.802854 + Penalty 3121.498155 = -1612671.304699
  nChanged 44
		SP:Iteration 38Q (66596.160000 sec): 3 clusters
  Score: Raw -1615798.350563 + Penalty 3121.498155 = -1612676.852408
  nChanged 37
		SP:Iteration 39Q (66596.420000 sec): 3 clusters
  Score: Raw -1615802.950789 + Penalty 3121.498155 = -1612681.452634
  nChanged 31
		SP:Iteration 40F (66596.700000 sec): 3 clusters
  Score: Raw -1615806.138904 + Penalty 3121.498155 = -1612684.640749
  nChanged 33
		SP:Iteration 41Q (66596.920000 sec): 3 clusters
  Score: Raw -1615809.829322 + Penalty 3121.498155 = -1612688.331167
  nChanged 27
		SP:Iteration 42Q (66597.150000 sec): 3 clusters
  Score: Raw -1615813.887386 + Penalty 3121.498155 = -1612692.389231
  nChanged 32
		SP:Iteration 43Q (66597.420000 sec): 3 clusters
  Score: Raw -1615817.644764 + Penalty 3121.498155 = -1612696.146609
  nChanged 29
		SP:Iteration 44Q (66597.660000 sec): 3 clusters
  Score: Raw -1615822.256536 + Penalty 3121.498155 = -1612700.758381
  nChanged 37
		SP:Iteration 45Q (66597.930000 sec): 3 clusters
  Score: Raw -1615826.934129 + Penalty 3121.498155 = -1612705.435974
  nChanged 29
		SP:Iteration 46Q (66598.180000 sec): 3 clusters
  Score: Raw -1615831.658746 + Penalty 3121.498155 = -1612710.160591
  nChanged 28
		SP:Iteration 47Q (66598.450000 sec): 3 clusters
  Score: Raw -1615834.641190 + Penalty 3121.498155 = -1612713.143035
  nChanged 26
		SP:Iteration 48Q (66598.740000 sec): 3 clusters
  Score: Raw -1615838.921612 + Penalty 3121.498155 = -1612717.423457
  nChanged 29
		SP:Iteration 49Q (66598.960000 sec): 3 clusters
  Score: Raw -1615843.170430 + Penalty 3121.498155 = -1612721.672275
  nChanged 25
		SP:Iteration 50Q (66599.220000 sec): 3 clusters
  Score: Raw -1615846.895537 + Penalty 3121.498155 = -1612725.397382
  nChanged 26
		SP:Iteration 51Q (66599.470000 sec): 3 clusters
  Score: Raw -1615851.421816 + Penalty 3121.498155 = -1612729.923661
  nChanged 32
		SP:Iteration 52Q (66599.740000 sec): 3 clusters
  Score: Raw -1615855.288320 + Penalty 3121.498155 = -1612733.790165
  nChanged 27
		SP:Iteration 53Q (66600.010000 sec): 3 clusters
  Score: Raw -1615858.775721 + Penalty 3121.498155 = -1612737.277566
  nChanged 30
		SP:Iteration 54Q (66600.260000 sec): 3 clusters
  Score: Raw -1615862.315670 + Penalty 3121.498155 = -1612740.817515
  nChanged 28
		SP:Iteration 55Q (66600.580000 sec): 3 clusters
  Score: Raw -1615865.675403 + Penalty 3121.498155 = -1612744.177248
  nChanged 17
		SP:Iteration 56Q (66600.840000 sec): 3 clusters
  Score: Raw -1615868.007281 + Penalty 3121.498155 = -1612746.509126
  nChanged 15
		SP:Iteration 57Q (66601.080000 sec): 3 clusters
  Score: Raw -1615870.848179 + Penalty 3121.498155 = -1612749.350024
  nChanged 20
		SP:Iteration 58Q (66601.300000 sec): 3 clusters
  Score: Raw -1615874.099055 + Penalty 3121.498155 = -1612752.600900
  nChanged 17
		SP:Iteration 59Q (66601.620000 sec): 3 clusters
  Score: Raw -1615875.959327 + Penalty 3121.498155 = -1612754.461172
  nChanged 18
		SP:Iteration 60F (66601.870000 sec): 3 clusters
  Score: Raw -1615878.550809 + Penalty 3121.498155 = -1612757.052654
  nChanged 23
		SP:Iteration 61Q (66602.110000 sec): 3 clusters
  Score: Raw -1615881.912142 + Penalty 3121.498155 = -1612760.413987
  nChanged 26
		SP:Iteration 62Q (66602.420000 sec): 3 clusters
  Score: Raw -1615886.056049 + Penalty 3121.498155 = -1612764.557894
  nChanged 26
		SP:Iteration 63Q (66602.660000 sec): 3 clusters
  Score: Raw -1615889.104183 + Penalty 3121.498155 = -1612767.606028
  nChanged 28
		SP:Iteration 64Q (66602.940000 sec): 3 clusters
  Score: Raw -1615892.308343 + Penalty 3121.498155 = -1612770.810189
  nChanged 28
		SP:Iteration 65Q (66603.180000 sec): 3 clusters
  Score: Raw -1615895.005606 + Penalty 3121.498155 = -1612773.507451
  nChanged 24
		SP:Iteration 66Q (66603.460000 sec): 3 clusters
  Score: Raw -1615898.595683 + Penalty 3121.498155 = -1612777.097528
  nChanged 20
		SP:Iteration 67Q (66603.720000 sec): 3 clusters
  Score: Raw -1615901.848516 + Penalty 3121.498155 = -1612780.350361
  nChanged 25
		SP:Iteration 68Q (66603.970000 sec): 3 clusters
  Score: Raw -1615906.952532 + Penalty 3121.498155 = -1612785.454378
  nChanged 32
		SP:Iteration 69Q (66604.290000 sec): 3 clusters
  Score: Raw -1615912.663742 + Penalty 3121.498155 = -1612791.165587
  nChanged 29
		SP:Iteration 70Q (66604.510000 sec): 3 clusters
  Score: Raw -1615916.021508 + Penalty 3121.498155 = -1612794.523353
  nChanged 26
		SP:Iteration 71Q (66604.810000 sec): 3 clusters
  Score: Raw -1615918.546165 + Penalty 3121.498155 = -1612797.048010
  nChanged 20
		SP:Iteration 72Q (66605.060000 sec): 3 clusters
  Score: Raw -1615920.563120 + Penalty 3121.498155 = -1612799.064965
  nChanged 17
		SP:Iteration 73Q (66605.290000 sec): 3 clusters
  Score: Raw -1615921.669451 + Penalty 3121.498155 = -1612800.171296
  nChanged 13
		SP:Iteration 74Q (66605.540000 sec): 3 clusters
  Score: Raw -1615922.471395 + Penalty 3121.498155 = -1612800.973240
  nChanged 10
		SP:Iteration 75Q (66605.820000 sec): 3 clusters
  Score: Raw -1615923.205752 + Penalty 3121.498155 = -1612801.707597
  nChanged 14
		SP:Iteration 76Q (66606.080000 sec): 3 clusters
  Score: Raw -1615924.584026 + Penalty 3121.498155 = -1612803.085871
  nChanged 7
		SP:Iteration 77Q (66606.310000 sec): 3 clusters
  Score: Raw -1615925.994204 + Penalty 3121.498155 = -1612804.496049
  nChanged 12
		SP:Iteration 78Q (66606.570000 sec): 3 clusters
  Score: Raw -1615926.749342 + Penalty 3121.498155 = -1612805.251187
  nChanged 10
		SP:Iteration 79Q (66606.760000 sec): 3 clusters
  Score: Raw -1615927.655743 + Penalty 3121.498155 = -1612806.157588
  nChanged 11
		SP:Iteration 80F (66606.990000 sec): 3 clusters
  Score: Raw -1615928.667177 + Penalty 3121.498155 = -1612807.169022
  nChanged 13
		SP:Iteration 81Q (66607.210000 sec): 3 clusters
  Score: Raw -1615929.858383 + Penalty 3121.498155 = -1612808.360228
  nChanged 10
		SP:Iteration 82Q (66607.480000 sec): 3 clusters
  Score: Raw -1615930.679073 + Penalty 3121.498155 = -1612809.180918
  nChanged 10
		SP:Iteration 83Q (66607.750000 sec): 3 clusters
  Score: Raw -1615931.505500 + Penalty 3121.498155 = -1612810.007345
  nChanged 9
		SP:Iteration 84Q (66608.010000 sec): 3 clusters
  Score: Raw -1615932.277146 + Penalty 3121.498155 = -1612810.778991
  nChanged 12
		SP:Iteration 85Q (66608.300000 sec): 3 clusters
  Score: Raw -1615933.375376 + Penalty 3121.498155 = -1612811.877221
  nChanged 9
		SP:Iteration 86Q (66608.580000 sec): 3 clusters
  Score: Raw -1615934.276658 + Penalty 3121.498155 = -1612812.778504
  nChanged 11
		SP:Iteration 87Q (66608.870000 sec): 3 clusters
  Score: Raw -1615935.269998 + Penalty 3121.498155 = -1612813.771843
  nChanged 9
		SP:Iteration 88Q (66609.140000 sec): 3 clusters
  Score: Raw -1615936.523140 + Penalty 3121.498155 = -1612815.024986
  nChanged 15
		SP:Iteration 89Q (66609.400000 sec): 3 clusters
  Score: Raw -1615938.281649 + Penalty 3121.498155 = -1612816.783494
  nChanged 19
		SP:Iteration 90Q (66609.640000 sec): 3 clusters
  Score: Raw -1615940.532187 + Penalty 3121.498155 = -1612819.034032
  nChanged 18
		SP:Iteration 91Q (66609.930000 sec): 3 clusters
  Score: Raw -1615942.651176 + Penalty 3121.498155 = -1612821.153021
  nChanged 28
		SP:Iteration 92Q (66610.180000 sec): 3 clusters
  Score: Raw -1615945.890840 + Penalty 3121.498155 = -1612824.392685
  nChanged 25
		SP:Iteration 93Q (66610.480000 sec): 3 clusters
  Score: Raw -1615948.893523 + Penalty 3121.498155 = -1612827.395368
  nChanged 20
		SP:Iteration 94Q (66610.740000 sec): 3 clusters
  Score: Raw -1615951.057789 + Penalty 3121.498155 = -1612829.559634
  nChanged 15
		SP:Iteration 95Q (66610.970000 sec): 3 clusters
  Score: Raw -1615952.664176 + Penalty 3121.498155 = -1612831.166021
  nChanged 11
		SP:Iteration 96Q (66611.270000 sec): 3 clusters
  Score: Raw -1615953.607061 + Penalty 3121.498155 = -1612832.108906
  nChanged 12
		SP:Iteration 97Q (66611.480000 sec): 3 clusters
  Score: Raw -1615954.612038 + Penalty 3121.498155 = -1612833.113883
  nChanged 7
		SP:Iteration 98Q (66611.720000 sec): 3 clusters
  Score: Raw -1615955.086258 + Penalty 3121.498155 = -1612833.588103
  nChanged 5
		SP:Iteration 99Q (66611.990000 sec): 3 clusters
  Score: Raw -1615955.625346 + Penalty 3121.498155 = -1612834.127191
  nChanged 5
		SP:Iteration 100F (66612.260000 sec): 3 clusters
  Score: Raw -1615955.987148 + Penalty 3121.498155 = -1612834.488993
  nChanged 4
		SP:Iteration 101Q (66612.470000 sec): 3 clusters
  Score: Raw -1615956.252581 + Penalty 3121.498155 = -1612834.754426
  nChanged 5
		SP:Iteration 102Q (66612.720000 sec): 3 clusters
  Score: Raw -1615957.037568 + Penalty 3121.498155 = -1612835.539413
  nChanged 5
		SP:Iteration 103Q (66612.940000 sec): 3 clusters
  Score: Raw -1615957.381125 + Penalty 3121.498155 = -1612835.882970
  nChanged 3
		SP:Iteration 104Q (66613.190000 sec): 3 clusters
  Score: Raw -1615957.574951 + Penalty 3121.498155 = -1612836.076797
  nChanged 3
		SP:Iteration 105Q (66613.450000 sec): 3 clusters
  Score: Raw -1615957.714484 + Penalty 3121.498155 = -1612836.216329
  nChanged 4
		SP:Iteration 106Q (66613.700000 sec): 3 clusters
  Score: Raw -1615957.921994 + Penalty 3121.498155 = -1612836.423839
  nChanged 6
		SP:Iteration 107Q (66613.990000 sec): 3 clusters
  Score: Raw -1615958.318856 + Penalty 3121.498155 = -1612836.820702
  nChanged 8
		SP:Iteration 108Q (66614.230000 sec): 3 clusters
  Score: Raw -1615959.227963 + Penalty 3121.498155 = -1612837.729808
  nChanged 5
		SP:Iteration 109Q (66614.500000 sec): 3 clusters
  Score: Raw -1615959.647543 + Penalty 3121.498155 = -1612838.149388
  nChanged 5
		SP:Iteration 110Q (66614.760000 sec): 3 clusters
  Score: Raw -1615959.876629 + Penalty 3121.498155 = -1612838.378474
  nChanged 2
		SP:Iteration 111Q (66615.030000 sec): 3 clusters
  Score: Raw -1615960.025207 + Penalty 3121.498155 = -1612838.527053
  nChanged 2
		SP:Iteration 112Q (66615.280000 sec): 3 clusters
  Score: Raw -1615960.181879 + Penalty 3121.498155 = -1612838.683724
  nChanged 5
		SP:Iteration 113Q (66615.560000 sec): 3 clusters
  Score: Raw -1615960.782178 + Penalty 3121.498155 = -1612839.284024
  nChanged 3
		SP:Iteration 114Q (66615.800000 sec): 3 clusters
  Score: Raw -1615960.932903 + Penalty 3121.498155 = -1612839.434749
  nChanged 2
		SP:Iteration 115Q (66616.070000 sec): 3 clusters
  Score: Raw -1615961.047904 + Penalty 3121.498155 = -1612839.549750
  nChanged 0
		SP:Iteration 116F (66616.300000 sec): 3 clusters
  Score: Raw -1615961.047904 + Penalty 3121.498155 = -1612839.549750
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66616.460000 sec): 2 clusters
  Score: Raw -213749.149665 + Penalty 1248.627897 = -212500.521769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66616.670000 sec): 3 clusters
  Score: Raw -213088.486471 + Penalty 2497.255794 = -210591.230677
  nChanged 865
		SP:Iteration 1F (66616.810000 sec): 3 clusters
  Score: Raw -215396.913565 + Penalty 2497.255794 = -212899.657771
  nChanged 308
		SP:Iteration 2F (66617.010000 sec): 3 clusters
  Score: Raw -216686.163150 + Penalty 2497.255794 = -214188.907357
  nChanged 279
		SP:Iteration 3F (66617.160000 sec): 3 clusters
  Score: Raw -218625.706413 + Penalty 2497.255794 = -216128.450620
  nChanged 212
		SP:Iteration 4F (66617.390000 sec): 3 clusters
  Score: Raw -219498.542646 + Penalty 2497.255794 = -217001.286852
  nChanged 134
		SP:Iteration 5F (66617.560000 sec): 3 clusters
  Score: Raw -219915.772777 + Penalty 2497.255794 = -217418.516983
  nChanged 94
		SP:Iteration 6Q (66617.750000 sec): 3 clusters
  Score: Raw -220252.227246 + Penalty 2497.255794 = -217754.971453
  nChanged 84
		SP:Iteration 7Q (66617.930000 sec): 3 clusters
  Score: Raw -220685.630739 + Penalty 2497.255794 = -218188.374945
  nChanged 80
		SP:Iteration 8Q (66618.100000 sec): 3 clusters
  Score: Raw -221192.069573 + Penalty 2497.255794 = -218694.813779
  nChanged 46
		SP:Iteration 9Q (66618.260000 sec): 3 clusters
  Score: Raw -221381.653384 + Penalty 2497.255794 = -218884.397590
  nChanged 12
		SP:Iteration 10Q (66618.440000 sec): 3 clusters
  Score: Raw -221393.883414 + Penalty 2497.255794 = -218896.627620
  nChanged 5
		SP:Iteration 11Q (66618.610000 sec): 3 clusters
  Score: Raw -221399.759506 + Penalty 2497.255794 = -218902.503712
  nChanged 7
		SP:Iteration 12Q (66618.800000 sec): 3 clusters
  Score: Raw -221407.855563 + Penalty 2497.255794 = -218910.599770
  nChanged 5
		SP:Iteration 13Q (66619.030000 sec): 3 clusters
  Score: Raw -221411.385746 + Penalty 2497.255794 = -218914.129953
  nChanged 6
		SP:Iteration 14Q (66619.230000 sec): 3 clusters
  Score: Raw -221415.102062 + Penalty 2497.255794 = -218917.846268
  nChanged 3
		SP:Iteration 15Q (66619.390000 sec): 3 clusters
  Score: Raw -221416.507900 + Penalty 2497.255794 = -218919.252106
  nChanged 1
		SP:Iteration 16Q (66619.530000 sec): 3 clusters
  Score: Raw -221416.817462 + Penalty 2497.255794 = -218919.561669
  nChanged 1
		SP:Iteration 17Q (66619.680000 sec): 3 clusters
  Score: Raw -221417.571297 + Penalty 2497.255794 = -218920.315504
  nChanged 2
		SP:Iteration 18Q (66619.880000 sec): 3 clusters
  Score: Raw -221418.340913 + Penalty 2497.255794 = -218921.085120
  nChanged 1
		SP:Iteration 19Q (66620.030000 sec): 3 clusters
  Score: Raw -221419.233269 + Penalty 2497.255794 = -218921.977475
  nChanged 0
		SP:Iteration 20F (66620.190000 sec): 3 clusters
  Score: Raw -221419.726669 + Penalty 2497.255794 = -218922.470876
  nChanged 1
		SP:Iteration 21Q (66620.390000 sec): 3 clusters
  Score: Raw -221424.117093 + Penalty 2497.255794 = -218926.861299
  nChanged 1
		SP:Iteration 22Q (66620.620000 sec): 3 clusters
  Score: Raw -221424.604757 + Penalty 2497.255794 = -218927.348964
  nChanged 0
		SP:Iteration 23F (66620.780000 sec): 3 clusters
  Score: Raw -221424.604757 + Penalty 2497.255794 = -218927.348964
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (375992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66622.320000 sec): 2 clusters
  Score: Raw -45673962.852311 + Penalty 2086.065011 = -45671876.787300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66624.050000 sec): 3 clusters
  Score: Raw -45421375.854308 + Penalty 4172.130022 = -45417203.724286
  nChanged 184135
		SP:Iteration 1F (66625.720000 sec): 3 clusters
  Score: Raw -45531746.639672 + Penalty 4172.130022 = -45527574.509650
  nChanged 10480
		SP:Iteration 2Q (66627.540000 sec): 3 clusters
  Score: Raw -45534139.551531 + Penalty 4172.130022 = -45529967.421509
  nChanged 13286
		SP:Iteration 3Q (66629.310000 sec): 3 clusters
  Score: Raw -45538218.278034 + Penalty 4172.130022 = -45534046.148012
  nChanged 17874
		SP:Iteration 4Q (66631.230000 sec): 3 clusters
  Score: Raw -45545713.351805 + Penalty 4172.130022 = -45541541.221782
  nChanged 23863
		SP:Iteration 5F (66632.950000 sec): 3 clusters
  Score: Raw -45559190.843427 + Penalty 4172.130022 = -45555018.713405
  nChanged 29682
		SP:Iteration 6F (66634.690000 sec): 3 clusters
  Score: Raw -45580488.915352 + Penalty 4172.130022 = -45576316.785330
  nChanged 32624
		SP:Iteration 7F (66636.290000 sec): 3 clusters
  Score: Raw -45608380.042431 + Penalty 4172.130022 = -45604207.912409
  nChanged 29481
		SP:Iteration 8F (66637.910000 sec): 3 clusters
  Score: Raw -45636397.394010 + Penalty 4172.130022 = -45632225.263988
  nChanged 20918
		SP:Iteration 9F (66639.610000 sec): 3 clusters
  Score: Raw -45657081.209795 + Penalty 4172.130022 = -45652909.079772
  nChanged 11191
		SP:Iteration 10Q (66641.190000 sec): 3 clusters
  Score: Raw -45667929.505510 + Penalty 4172.130022 = -45663757.375488
  nChanged 4632
		SP:Iteration 11Q (66642.730000 sec): 3 clusters
  Score: Raw -45672186.197424 + Penalty 4172.130022 = -45668014.067402
  nChanged 1497
		SP:Iteration 12Q (66644.130000 sec): 3 clusters
  Score: Raw -45673479.020906 + Penalty 4172.130022 = -45669306.890884
  nChanged 449
		SP:Iteration 13Q (66645.490000 sec): 3 clusters
  Score: Raw -45673893.880797 + Penalty 4172.130022 = -45669721.750775
  nChanged 143
		SP:Iteration 14Q (66646.890000 sec): 3 clusters
  Score: Raw -45674043.207713 + Penalty 4172.130022 = -45669871.077691
  nChanged 64
		SP:Iteration 15Q (66648.170000 sec): 3 clusters
  Score: Raw -45674116.767528 + Penalty 4172.130022 = -45669944.637505
  nChanged 33
		SP:Iteration 16Q (66649.490000 sec): 3 clusters
  Score: Raw -45674155.472430 + Penalty 4172.130022 = -45669983.342408
  nChanged 23
		SP:Iteration 17Q (66650.930000 sec): 3 clusters
  Score: Raw -45674180.550145 + Penalty 4172.130022 = -45670008.420122
  nChanged 15
		SP:Iteration 18Q (66652.370000 sec): 3 clusters
  Score: Raw -45674198.354981 + Penalty 4172.130022 = -45670026.224958
  nChanged 11
		SP:Iteration 19Q (66653.810000 sec): 3 clusters
  Score: Raw -45674215.029601 + Penalty 4172.130022 = -45670042.899579
  nChanged 7
		SP:Iteration 20F (66655.540000 sec): 3 clusters
  Score: Raw -45674220.457232 + Penalty 4172.130022 = -45670048.327209
  nChanged 2
		SP:Iteration 21Q (66656.900000 sec): 3 clusters
  Score: Raw -45674225.675671 + Penalty 4172.130022 = -45670053.545648
  nChanged 6
		SP:Iteration 22Q (66658.270000 sec): 3 clusters
  Score: Raw -45674233.830030 + Penalty 4172.130022 = -45670061.700008
  nChanged 6
		SP:Iteration 23Q (66659.610000 sec): 3 clusters
  Score: Raw -45674241.974978 + Penalty 4172.130022 = -45670069.844956
  nChanged 3
		SP:Iteration 24Q (66661.060000 sec): 3 clusters
  Score: Raw -45674243.999735 + Penalty 4172.130022 = -45670071.869712
  nChanged 1
		SP:Iteration 25Q (66662.550000 sec): 3 clusters
  Score: Raw -45674245.271883 + Penalty 4172.130022 = -45670073.141860
  nChanged 1
		SP:Iteration 26Q (66663.960000 sec): 3 clusters
  Score: Raw -45674247.177762 + Penalty 4172.130022 = -45670075.047740
  nChanged 1
		SP:Iteration 27Q (66665.320000 sec): 3 clusters
  Score: Raw -45674248.595219 + Penalty 4172.130022 = -45670076.465197
  nChanged 0
		SP:Iteration 28F (66666.940000 sec): 3 clusters
  Score: Raw -45674248.595219 + Penalty 4172.130022 = -45670076.465197
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (46643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66667.380000 sec): 2 clusters
  Score: Raw -5241756.279848 + Penalty 1746.920198 = -5240009.359650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66667.740000 sec): 3 clusters
  Score: Raw -5212029.216962 + Penalty 3493.840396 = -5208535.376566
  nChanged 21890
		SP:Iteration 1F (66668.170000 sec): 3 clusters
  Score: Raw -5225709.328730 + Penalty 3493.840396 = -5222215.488334
  nChanged 3079
		SP:Iteration 2F (66668.560000 sec): 3 clusters
  Score: Raw -5227691.061970 + Penalty 3493.840396 = -5224197.221574
  nChanged 3412
		SP:Iteration 3F (66668.960000 sec): 3 clusters
  Score: Raw -5230225.234659 + Penalty 3493.840396 = -5226731.394263
  nChanged 3599
		SP:Iteration 4F (66669.330000 sec): 3 clusters
  Score: Raw -5232815.188109 + Penalty 3493.840396 = -5229321.347713
  nChanged 3303
		SP:Iteration 5F (66669.680000 sec): 3 clusters
  Score: Raw -5235052.926193 + Penalty 3493.840396 = -5231559.085797
  nChanged 2812
		SP:Iteration 6F (66670.140000 sec): 3 clusters
  Score: Raw -5236774.925309 + Penalty 3493.840396 = -5233281.084913
  nChanged 2303
		SP:Iteration 7Q (66670.490000 sec): 3 clusters
  Score: Raw -5237979.548653 + Penalty 3493.840396 = -5234485.708257
  nChanged 1795
		SP:Iteration 8Q (66670.870000 sec): 3 clusters
  Score: Raw -5238788.703063 + Penalty 3493.840396 = -5235294.862667
  nChanged 1394
		SP:Iteration 9Q (66671.280000 sec): 3 clusters
  Score: Raw -5239364.637262 + Penalty 3493.840396 = -5235870.796866
  nChanged 1162
		SP:Iteration 10Q (66671.690000 sec): 3 clusters
  Score: Raw -5239773.727962 + Penalty 3493.840396 = -5236279.887566
  nChanged 952
		SP:Iteration 11Q (66672.100000 sec): 3 clusters
  Score: Raw -5240099.975693 + Penalty 3493.840396 = -5236606.135297
  nChanged 852
		SP:Iteration 12Q (66672.540000 sec): 3 clusters
  Score: Raw -5240359.878936 + Penalty 3493.840396 = -5236866.038540
  nChanged 745
		SP:Iteration 13Q (66672.960000 sec): 3 clusters
  Score: Raw -5240568.374437 + Penalty 3493.840396 = -5237074.534041
  nChanged 644
		SP:Iteration 14Q (66673.320000 sec): 3 clusters
  Score: Raw -5240742.777178 + Penalty 3493.840396 = -5237248.936783
  nChanged 582
		SP:Iteration 15Q (66673.710000 sec): 3 clusters
  Score: Raw -5240882.090988 + Penalty 3493.840396 = -5237388.250592
  nChanged 496
		SP:Iteration 16Q (66674.160000 sec): 3 clusters
  Score: Raw -5240988.169464 + Penalty 3493.840396 = -5237494.329068
  nChanged 460
		SP:Iteration 17Q (66674.520000 sec): 3 clusters
  Score: Raw -5241087.615633 + Penalty 3493.840396 = -5237593.775237
  nChanged 444
		SP:Iteration 18Q (66674.910000 sec): 3 clusters
  Score: Raw -5241176.493697 + Penalty 3493.840396 = -5237682.653301
  nChanged 392
		SP:Iteration 19Q (66675.290000 sec): 3 clusters
  Score: Raw -5241252.461728 + Penalty 3493.840396 = -5237758.621332
  nChanged 377
		SP:Iteration 20F (66675.690000 sec): 3 clusters
  Score: Raw -5241328.068851 + Penalty 3493.840396 = -5237834.228455
  nChanged 330
		SP:Iteration 21Q (66676.120000 sec): 3 clusters
  Score: Raw -5241387.093111 + Penalty 3493.840396 = -5237893.252715
  nChanged 304
		SP:Iteration 22Q (66676.570000 sec): 3 clusters
  Score: Raw -5241442.230370 + Penalty 3493.840396 = -5237948.389974
  nChanged 289
		SP:Iteration 23Q (66677.020000 sec): 3 clusters
  Score: Raw -5241504.228583 + Penalty 3493.840396 = -5238010.388187
  nChanged 310
		SP:Iteration 24Q (66677.440000 sec): 3 clusters
  Score: Raw -5241583.920634 + Penalty 3493.840396 = -5238090.080238
  nChanged 321
		SP:Iteration 25Q (66677.860000 sec): 3 clusters
  Score: Raw -5241715.639389 + Penalty 3493.840396 = -5238221.798993
  nChanged 415
		SP:Iteration 26Q (66678.250000 sec): 3 clusters
  Score: Raw -5242027.456331 + Penalty 3493.840396 = -5238533.615935
  nChanged 590
		SP:Iteration 27Q (66678.710000 sec): 3 clusters
  Score: Raw -5242955.141580 + Penalty 3493.840396 = -5239461.301184
  nChanged 925
		SP:Iteration 28Q (66679.110000 sec): 3 clusters
  Score: Raw -5245002.788846 + Penalty 3493.840396 = -5241508.948450
  nChanged 1167
		SP:Iteration 29Q (66679.520000 sec): 3 clusters
  Score: Raw -5246143.489904 + Penalty 3493.840396 = -5242649.649508
  nChanged 902
		SP:Iteration 30Q (66679.960000 sec): 3 clusters
  Score: Raw -5246473.992461 + Penalty 3493.840396 = -5242980.152065
  nChanged 593
		SP:Iteration 31Q (66680.360000 sec): 3 clusters
  Score: Raw -5246605.073073 + Penalty 3493.840396 = -5243111.232677
  nChanged 383
		SP:Iteration 32Q (66680.790000 sec): 3 clusters
  Score: Raw -5246662.708355 + Penalty 3493.840396 = -5243168.867959
  nChanged 263
		SP:Iteration 33Q (66681.180000 sec): 3 clusters
  Score: Raw -5246698.030371 + Penalty 3493.840396 = -5243204.189975
  nChanged 196
		SP:Iteration 34Q (66681.580000 sec): 3 clusters
  Score: Raw -5246720.758912 + Penalty 3493.840396 = -5243226.918516
  nChanged 161
		SP:Iteration 35Q (66682.070000 sec): 3 clusters
  Score: Raw -5246738.370599 + Penalty 3493.840396 = -5243244.530203
  nChanged 144
		SP:Iteration 36Q (66682.540000 sec): 3 clusters
  Score: Raw -5246751.462624 + Penalty 3493.840396 = -5243257.622228
  nChanged 108
		SP:Iteration 37Q (66682.960000 sec): 3 clusters
  Score: Raw -5246762.191274 + Penalty 3493.840396 = -5243268.350878
  nChanged 117
		SP:Iteration 38Q (66683.360000 sec): 3 clusters
  Score: Raw -5246770.574621 + Penalty 3493.840396 = -5243276.734225
  nChanged 94
		SP:Iteration 39Q (66683.750000 sec): 3 clusters
  Score: Raw -5246776.936351 + Penalty 3493.840396 = -5243283.095955
  nChanged 83
		SP:Iteration 40F (66684.180000 sec): 3 clusters
  Score: Raw -5246781.742197 + Penalty 3493.840396 = -5243287.901801
  nChanged 61
		SP:Iteration 41Q (66684.570000 sec): 3 clusters
  Score: Raw -5246784.399715 + Penalty 3493.840396 = -5243290.559319
  nChanged 44
		SP:Iteration 42Q (66685.040000 sec): 3 clusters
  Score: Raw -5246786.107609 + Penalty 3493.840396 = -5243292.267213
  nChanged 33
		SP:Iteration 43Q (66685.400000 sec): 3 clusters
  Score: Raw -5246787.375647 + Penalty 3493.840396 = -5243293.535251
  nChanged 37
		SP:Iteration 44Q (66685.810000 sec): 3 clusters
  Score: Raw -5246788.750966 + Penalty 3493.840396 = -5243294.910570
  nChanged 23
		SP:Iteration 45Q (66686.240000 sec): 3 clusters
  Score: Raw -5246789.554050 + Penalty 3493.840396 = -5243295.713654
  nChanged 26
		SP:Iteration 46Q (66686.660000 sec): 3 clusters
  Score: Raw -5246790.725010 + Penalty 3493.840396 = -5243296.884614
  nChanged 30
		SP:Iteration 47Q (66687.120000 sec): 3 clusters
  Score: Raw -5246791.714612 + Penalty 3493.840396 = -5243297.874216
  nChanged 21
		SP:Iteration 48Q (66687.560000 sec): 3 clusters
  Score: Raw -5246792.328516 + Penalty 3493.840396 = -5243298.488120
  nChanged 19
		SP:Iteration 49Q (66688.010000 sec): 3 clusters
  Score: Raw -5246792.928300 + Penalty 3493.840396 = -5243299.087904
  nChanged 16
		SP:Iteration 50Q (66688.380000 sec): 3 clusters
  Score: Raw -5246793.423531 + Penalty 3493.840396 = -5243299.583135
  nChanged 17
		SP:Iteration 51Q (66688.760000 sec): 3 clusters
  Score: Raw -5246793.826815 + Penalty 3493.840396 = -5243299.986419
  nChanged 12
		SP:Iteration 52Q (66689.120000 sec): 3 clusters
  Score: Raw -5246794.163682 + Penalty 3493.840396 = -5243300.323286
  nChanged 13
		SP:Iteration 53Q (66689.470000 sec): 3 clusters
  Score: Raw -5246794.722276 + Penalty 3493.840396 = -5243300.881880
  nChanged 12
		SP:Iteration 54Q (66689.840000 sec): 3 clusters
  Score: Raw -5246795.222876 + Penalty 3493.840396 = -5243301.382480
  nChanged 16
		SP:Iteration 55Q (66690.210000 sec): 3 clusters
  Score: Raw -5246795.796083 + Penalty 3493.840396 = -5243301.955687
  nChanged 18
		SP:Iteration 56Q (66690.540000 sec): 3 clusters
  Score: Raw -5246796.316194 + Penalty 3493.840396 = -5243302.475798
  nChanged 13
		SP:Iteration 57Q (66690.920000 sec): 3 clusters
  Score: Raw -5246796.747545 + Penalty 3493.840396 = -5243302.907149
  nChanged 10
		SP:Iteration 58Q (66691.240000 sec): 3 clusters
  Score: Raw -5246797.056155 + Penalty 3493.840396 = -5243303.215759
  nChanged 10
		SP:Iteration 59Q (66691.580000 sec): 3 clusters
  Score: Raw -5246797.276952 + Penalty 3493.840396 = -5243303.436556
  nChanged 8
		SP:Iteration 60F (66691.940000 sec): 3 clusters
  Score: Raw -5246797.526699 + Penalty 3493.840396 = -5243303.686303
  nChanged 11
		SP:Iteration 61Q (66692.330000 sec): 3 clusters
  Score: Raw -5246797.736596 + Penalty 3493.840396 = -5243303.896200
  nChanged 7
		SP:Iteration 62Q (66692.680000 sec): 3 clusters
  Score: Raw -5246797.943183 + Penalty 3493.840396 = -5243304.102787
  nChanged 5
		SP:Iteration 63Q (66693.050000 sec): 3 clusters
  Score: Raw -5246798.070123 + Penalty 3493.840396 = -5243304.229727
  nChanged 5
		SP:Iteration 64Q (66693.400000 sec): 3 clusters
  Score: Raw -5246798.205918 + Penalty 3493.840396 = -5243304.365522
  nChanged 7
		SP:Iteration 65Q (66693.830000 sec): 3 clusters
  Score: Raw -5246798.470923 + Penalty 3493.840396 = -5243304.630527
  nChanged 11
		SP:Iteration 66Q (66694.240000 sec): 3 clusters
  Score: Raw -5246798.896815 + Penalty 3493.840396 = -5243305.056419
  nChanged 13
		SP:Iteration 67Q (66694.690000 sec): 3 clusters
  Score: Raw -5246799.442080 + Penalty 3493.840396 = -5243305.601684
  nChanged 15
		SP:Iteration 68Q (66695.100000 sec): 3 clusters
  Score: Raw -5246799.891105 + Penalty 3493.840396 = -5243306.050709
  nChanged 16
		SP:Iteration 69Q (66695.520000 sec): 3 clusters
  Score: Raw -5246800.278395 + Penalty 3493.840396 = -5243306.437999
  nChanged 9
		SP:Iteration 70Q (66695.930000 sec): 3 clusters
  Score: Raw -5246800.468279 + Penalty 3493.840396 = -5243306.627883
  nChanged 8
		SP:Iteration 71Q (66696.420000 sec): 3 clusters
  Score: Raw -5246800.730371 + Penalty 3493.840396 = -5243306.889975
  nChanged 8
		SP:Iteration 72Q (66696.880000 sec): 3 clusters
  Score: Raw -5246800.918160 + Penalty 3493.840396 = -5243307.077764
  nChanged 7
		SP:Iteration 73Q (66697.320000 sec): 3 clusters
  Score: Raw -5246801.102748 + Penalty 3493.840396 = -5243307.262352
  nChanged 3
		SP:Iteration 74Q (66697.720000 sec): 3 clusters
  Score: Raw -5246801.159716 + Penalty 3493.840396 = -5243307.319320
  nChanged 3
		SP:Iteration 75Q (66698.120000 sec): 3 clusters
  Score: Raw -5246801.245557 + Penalty 3493.840396 = -5243307.405161
  nChanged 4
		SP:Iteration 76Q (66698.550000 sec): 3 clusters
  Score: Raw -5246801.314047 + Penalty 3493.840396 = -5243307.473651
  nChanged 5
		SP:Iteration 77Q (66698.990000 sec): 3 clusters
  Score: Raw -5246801.431347 + Penalty 3493.840396 = -5243307.590951
  nChanged 5
		SP:Iteration 78Q (66699.470000 sec): 3 clusters
  Score: Raw -5246801.564998 + Penalty 3493.840396 = -5243307.724602
  nChanged 3
		SP:Iteration 79Q (66699.840000 sec): 3 clusters
  Score: Raw -5246801.623534 + Penalty 3493.840396 = -5243307.783138
  nChanged 2
		SP:Iteration 80F (66700.250000 sec): 3 clusters
  Score: Raw -5246801.652267 + Penalty 3493.840396 = -5243307.811871
  nChanged 2
		SP:Iteration 81Q (66700.660000 sec): 3 clusters
  Score: Raw -5246801.708453 + Penalty 3493.840396 = -5243307.868057
  nChanged 2
		SP:Iteration 82Q (66701.110000 sec): 3 clusters
  Score: Raw -5246801.732121 + Penalty 3493.840396 = -5243307.891725
  nChanged 0
		SP:Iteration 83F (66701.480000 sec): 3 clusters
  Score: Raw -5246801.732121 + Penalty 3493.840396 = -5243307.891725
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (44207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66701.780000 sec): 2 clusters
  Score: Raw -5461021.417938 + Penalty 1738.203744 = -5459283.214193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66702.170000 sec): 3 clusters
  Score: Raw -5433146.967918 + Penalty 3476.407489 = -5429670.560429
  nChanged 20736
		SP:Iteration 1F (66702.530000 sec): 3 clusters
  Score: Raw -5444895.355617 + Penalty 3476.407489 = -5441418.948129
  nChanged 1634
		SP:Iteration 2Q (66702.910000 sec): 3 clusters
  Score: Raw -5445349.983322 + Penalty 3476.407489 = -5441873.575833
  nChanged 1590
		SP:Iteration 3Q (66703.290000 sec): 3 clusters
  Score: Raw -5445869.621960 + Penalty 3476.407489 = -5442393.214471
  nChanged 1728
		SP:Iteration 4Q (66703.700000 sec): 3 clusters
  Score: Raw -5446548.064981 + Penalty 3476.407489 = -5443071.657493
  nChanged 1854
		SP:Iteration 5Q (66704.050000 sec): 3 clusters
  Score: Raw -5447437.299497 + Penalty 3476.407489 = -5443960.892008
  nChanged 2027
		SP:Iteration 6Q (66704.400000 sec): 3 clusters
  Score: Raw -5448579.953762 + Penalty 3476.407489 = -5445103.546274
  nChanged 2138
		SP:Iteration 7Q (66704.790000 sec): 3 clusters
  Score: Raw -5449947.194304 + Penalty 3476.407489 = -5446470.786816
  nChanged 2329
		SP:Iteration 8F (66705.180000 sec): 3 clusters
  Score: Raw -5451520.510278 + Penalty 3476.407489 = -5448044.102789
  nChanged 2319
		SP:Iteration 9F (66705.590000 sec): 3 clusters
  Score: Raw -5453150.393830 + Penalty 3476.407489 = -5449673.986342
  nChanged 2157
		SP:Iteration 10Q (66705.940000 sec): 3 clusters
  Score: Raw -5454475.760808 + Penalty 3476.407489 = -5450999.353320
  nChanged 1770
		SP:Iteration 11Q (66706.340000 sec): 3 clusters
  Score: Raw -5455376.186627 + Penalty 3476.407489 = -5451899.779138
  nChanged 1291
		SP:Iteration 12Q (66706.700000 sec): 3 clusters
  Score: Raw -5455927.344216 + Penalty 3476.407489 = -5452450.936728
  nChanged 1006
		SP:Iteration 13Q (66707.170000 sec): 3 clusters
  Score: Raw -5456304.688686 + Penalty 3476.407489 = -5452828.281197
  nChanged 847
		SP:Iteration 14Q (66707.530000 sec): 3 clusters
  Score: Raw -5456586.996341 + Penalty 3476.407489 = -5453110.588852
  nChanged 693
		SP:Iteration 15Q (66707.970000 sec): 3 clusters
  Score: Raw -5456815.612020 + Penalty 3476.407489 = -5453339.204532
  nChanged 665
		SP:Iteration 16Q (66708.410000 sec): 3 clusters
  Score: Raw -5457040.382249 + Penalty 3476.407489 = -5453563.974760
  nChanged 609
		SP:Iteration 17Q (66708.800000 sec): 3 clusters
  Score: Raw -5457243.675130 + Penalty 3476.407489 = -5453767.267642
  nChanged 630
		SP:Iteration 18Q (66709.220000 sec): 3 clusters
  Score: Raw -5457462.777379 + Penalty 3476.407489 = -5453986.369890
  nChanged 607
		SP:Iteration 19Q (66709.590000 sec): 3 clusters
  Score: Raw -5457678.453534 + Penalty 3476.407489 = -5454202.046046
  nChanged 598
		SP:Iteration 20F (66710.010000 sec): 3 clusters
  Score: Raw -5457900.283394 + Penalty 3476.407489 = -5454423.875905
  nChanged 622
		SP:Iteration 21Q (66710.350000 sec): 3 clusters
  Score: Raw -5458142.045958 + Penalty 3476.407489 = -5454665.638469
  nChanged 580
		SP:Iteration 22Q (66710.780000 sec): 3 clusters
  Score: Raw -5458368.676973 + Penalty 3476.407489 = -5454892.269484
  nChanged 575
		SP:Iteration 23Q (66711.160000 sec): 3 clusters
  Score: Raw -5458605.297026 + Penalty 3476.407489 = -5455128.889537
  nChanged 586
		SP:Iteration 24Q (66711.540000 sec): 3 clusters
  Score: Raw -5458844.342020 + Penalty 3476.407489 = -5455367.934532
  nChanged 562
		SP:Iteration 25Q (66711.930000 sec): 3 clusters
  Score: Raw -5459092.915619 + Penalty 3476.407489 = -5455616.508130
  nChanged 574
		SP:Iteration 26Q (66712.290000 sec): 3 clusters
  Score: Raw -5459385.536649 + Penalty 3476.407489 = -5455909.129160
  nChanged 531
		SP:Iteration 27Q (66712.680000 sec): 3 clusters
  Score: Raw -5459642.022696 + Penalty 3476.407489 = -5456165.615207
  nChanged 486
		SP:Iteration 28Q (66713.020000 sec): 3 clusters
  Score: Raw -5459881.166650 + Penalty 3476.407489 = -5456404.759161
  nChanged 422
		SP:Iteration 29Q (66713.370000 sec): 3 clusters
  Score: Raw -5460101.149628 + Penalty 3476.407489 = -5456624.742140
  nChanged 422
		SP:Iteration 30Q (66713.750000 sec): 3 clusters
  Score: Raw -5460332.225562 + Penalty 3476.407489 = -5456855.818074
  nChanged 364
		SP:Iteration 31Q (66714.100000 sec): 3 clusters
  Score: Raw -5460544.261387 + Penalty 3476.407489 = -5457067.853898
  nChanged 324
		SP:Iteration 32Q (66714.490000 sec): 3 clusters
  Score: Raw -5460741.157811 + Penalty 3476.407489 = -5457264.750322
  nChanged 231
		SP:Iteration 33Q (66714.860000 sec): 3 clusters
  Score: Raw -5460868.359257 + Penalty 3476.407489 = -5457391.951768
  nChanged 182
		SP:Iteration 34Q (66715.210000 sec): 3 clusters
  Score: Raw -5460975.229252 + Penalty 3476.407489 = -5457498.821764
  nChanged 155
		SP:Iteration 35Q (66715.530000 sec): 3 clusters
  Score: Raw -5461062.953489 + Penalty 3476.407489 = -5457586.546000
  nChanged 102
		SP:Iteration 36Q (66715.860000 sec): 3 clusters
  Score: Raw -5461119.325072 + Penalty 3476.407489 = -5457642.917584
  nChanged 76
		SP:Iteration 37Q (66716.170000 sec): 3 clusters
  Score: Raw -5461157.998844 + Penalty 3476.407489 = -5457681.591356
  nChanged 62
		SP:Iteration 38Q (66716.550000 sec): 3 clusters
  Score: Raw -5461187.683840 + Penalty 3476.407489 = -5457711.276352
  nChanged 32
		SP:Iteration 39Q (66716.850000 sec): 3 clusters
  Score: Raw -5461204.875487 + Penalty 3476.407489 = -5457728.467998
  nChanged 30
		SP:Iteration 40F (66717.230000 sec): 3 clusters
  Score: Raw -5461222.766112 + Penalty 3476.407489 = -5457746.358624
  nChanged 17
		SP:Iteration 41Q (66717.590000 sec): 3 clusters
  Score: Raw -5461232.745468 + Penalty 3476.407489 = -5457756.337980
  nChanged 14
		SP:Iteration 42Q (66717.930000 sec): 3 clusters
  Score: Raw -5461241.121186 + Penalty 3476.407489 = -5457764.713697
  nChanged 14
		SP:Iteration 43Q (66718.320000 sec): 3 clusters
  Score: Raw -5461247.876614 + Penalty 3476.407489 = -5457771.469125
  nChanged 6
		SP:Iteration 44Q (66718.700000 sec): 3 clusters
  Score: Raw -5461252.482016 + Penalty 3476.407489 = -5457776.074528
  nChanged 8
		SP:Iteration 45Q (66719.060000 sec): 3 clusters
  Score: Raw -5461256.755038 + Penalty 3476.407489 = -5457780.347549
  nChanged 7
		SP:Iteration 46Q (66719.410000 sec): 3 clusters
  Score: Raw -5461261.509554 + Penalty 3476.407489 = -5457785.102066
  nChanged 10
		SP:Iteration 47Q (66719.810000 sec): 3 clusters
  Score: Raw -5461266.238947 + Penalty 3476.407489 = -5457789.831458
  nChanged 6
		SP:Iteration 48Q (66720.190000 sec): 3 clusters
  Score: Raw -5461270.136890 + Penalty 3476.407489 = -5457793.729401
  nChanged 6
		SP:Iteration 49Q (66720.520000 sec): 3 clusters
  Score: Raw -5461273.332075 + Penalty 3476.407489 = -5457796.924586
  nChanged 6
		SP:Iteration 50Q (66720.860000 sec): 3 clusters
  Score: Raw -5461276.816211 + Penalty 3476.407489 = -5457800.408722
  nChanged 6
		SP:Iteration 51Q (66721.290000 sec): 3 clusters
  Score: Raw -5461280.898009 + Penalty 3476.407489 = -5457804.490520
  nChanged 5
		SP:Iteration 52Q (66721.660000 sec): 3 clusters
  Score: Raw -5461286.378155 + Penalty 3476.407489 = -5457809.970666
  nChanged 7
		SP:Iteration 53Q (66722.000000 sec): 3 clusters
  Score: Raw -5461291.558895 + Penalty 3476.407489 = -5457815.151406
  nChanged 11
		SP:Iteration 54Q (66722.380000 sec): 3 clusters
  Score: Raw -5461297.690566 + Penalty 3476.407489 = -5457821.283078
  nChanged 7
		SP:Iteration 55Q (66722.760000 sec): 3 clusters
  Score: Raw -5461300.318698 + Penalty 3476.407489 = -5457823.911209
  nChanged 2
		SP:Iteration 56Q (66723.140000 sec): 3 clusters
  Score: Raw -5461300.932546 + Penalty 3476.407489 = -5457824.525057
  nChanged 3
		SP:Iteration 57Q (66723.490000 sec): 3 clusters
  Score: Raw -5461303.158843 + Penalty 3476.407489 = -5457826.751355
  nChanged 0
		SP:Iteration 58F (66723.900000 sec): 3 clusters
  Score: Raw -5461303.158843 + Penalty 3476.407489 = -5457826.751355
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (26607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66724.180000 sec): 2 clusters
  Score: Raw -3243291.741178 + Penalty 1655.701063 = -3241636.040115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66724.460000 sec): 3 clusters
  Score: Raw -3227026.030842 + Penalty 3311.402126 = -3223714.628717
  nChanged 12175
		SP:Iteration 1F (66724.800000 sec): 3 clusters
  Score: Raw -3233843.697314 + Penalty 3311.402126 = -3230532.295188
  nChanged 1424
		SP:Iteration 2F (66725.140000 sec): 3 clusters
  Score: Raw -3234487.058483 + Penalty 3311.402126 = -3231175.656357
  nChanged 1372
		SP:Iteration 3F (66725.520000 sec): 3 clusters
  Score: Raw -3235245.474274 + Penalty 3311.402126 = -3231934.072148
  nChanged 1450
		SP:Iteration 4F (66725.820000 sec): 3 clusters
  Score: Raw -3236113.651437 + Penalty 3311.402126 = -3232802.249311
  nChanged 1521
		SP:Iteration 5F (66726.140000 sec): 3 clusters
  Score: Raw -3237080.389184 + Penalty 3311.402126 = -3233768.987058
  nChanged 1614
		SP:Iteration 6F (66726.460000 sec): 3 clusters
  Score: Raw -3238346.339917 + Penalty 3311.402126 = -3235034.937792
  nChanged 1627
		SP:Iteration 7F (66726.830000 sec): 3 clusters
  Score: Raw -3239583.656177 + Penalty 3311.402126 = -3236272.254051
  nChanged 1559
		SP:Iteration 8F (66727.180000 sec): 3 clusters
  Score: Raw -3240500.388935 + Penalty 3311.402126 = -3237188.986809
  nChanged 1258
		SP:Iteration 9Q (66727.510000 sec): 3 clusters
  Score: Raw -3241069.593977 + Penalty 3311.402126 = -3237758.191851
  nChanged 942
		SP:Iteration 10Q (66727.820000 sec): 3 clusters
  Score: Raw -3241453.185355 + Penalty 3311.402126 = -3238141.783230
  nChanged 760
		SP:Iteration 11Q (66728.180000 sec): 3 clusters
  Score: Raw -3241750.076764 + Penalty 3311.402126 = -3238438.674639
  nChanged 692
		SP:Iteration 12Q (66728.520000 sec): 3 clusters
  Score: Raw -3242029.586201 + Penalty 3311.402126 = -3238718.184075
  nChanged 634
		SP:Iteration 13Q (66728.820000 sec): 3 clusters
  Score: Raw -3242271.419103 + Penalty 3311.402126 = -3238960.016977
  nChanged 590
		SP:Iteration 14Q (66729.220000 sec): 3 clusters
  Score: Raw -3242530.047938 + Penalty 3311.402126 = -3239218.645812
  nChanged 602
		SP:Iteration 15Q (66729.500000 sec): 3 clusters
  Score: Raw -3242811.162886 + Penalty 3311.402126 = -3239499.760760
  nChanged 612
		SP:Iteration 16Q (66729.860000 sec): 3 clusters
  Score: Raw -3243106.451299 + Penalty 3311.402126 = -3239795.049173
  nChanged 586
		SP:Iteration 17Q (66730.170000 sec): 3 clusters
  Score: Raw -3243404.792997 + Penalty 3311.402126 = -3240093.390871
  nChanged 552
		SP:Iteration 18Q (66730.490000 sec): 3 clusters
  Score: Raw -3243686.689391 + Penalty 3311.402126 = -3240375.287265
  nChanged 479
		SP:Iteration 19Q (66730.840000 sec): 3 clusters
  Score: Raw -3243908.400324 + Penalty 3311.402126 = -3240596.998198
  nChanged 390
		SP:Iteration 20F (66731.170000 sec): 3 clusters
  Score: Raw -3244091.906906 + Penalty 3311.402126 = -3240780.504780
  nChanged 398
		SP:Iteration 21Q (66731.520000 sec): 3 clusters
  Score: Raw -3244317.349026 + Penalty 3311.402126 = -3241005.946900
  nChanged 334
		SP:Iteration 22Q (66731.890000 sec): 3 clusters
  Score: Raw -3244550.981169 + Penalty 3311.402126 = -3241239.579043
  nChanged 337
		SP:Iteration 23Q (66732.210000 sec): 3 clusters
  Score: Raw -3244824.934538 + Penalty 3311.402126 = -3241513.532412
  nChanged 329
		SP:Iteration 24Q (66732.450000 sec): 3 clusters
  Score: Raw -3245136.333804 + Penalty 3311.402126 = -3241824.931678
  nChanged 276
		SP:Iteration 25Q (66732.780000 sec): 3 clusters
  Score: Raw -3245367.577601 + Penalty 3311.402126 = -3242056.175475
  nChanged 212
		SP:Iteration 26Q (66733.110000 sec): 3 clusters
  Score: Raw -3245481.242572 + Penalty 3311.402126 = -3242169.840446
  nChanged 162
		SP:Iteration 27Q (66733.410000 sec): 3 clusters
  Score: Raw -3245542.783755 + Penalty 3311.402126 = -3242231.381629
  nChanged 102
		SP:Iteration 28Q (66733.700000 sec): 3 clusters
  Score: Raw -3245573.430729 + Penalty 3311.402126 = -3242262.028603
  nChanged 93
		SP:Iteration 29Q (66733.960000 sec): 3 clusters
  Score: Raw -3245602.791706 + Penalty 3311.402126 = -3242291.389580
  nChanged 87
		SP:Iteration 30Q (66734.290000 sec): 3 clusters
  Score: Raw -3245625.757291 + Penalty 3311.402126 = -3242314.355165
  nChanged 67
		SP:Iteration 31Q (66734.560000 sec): 3 clusters
  Score: Raw -3245641.860074 + Penalty 3311.402126 = -3242330.457948
  nChanged 64
		SP:Iteration 32Q (66734.880000 sec): 3 clusters
  Score: Raw -3245655.194443 + Penalty 3311.402126 = -3242343.792317
  nChanged 53
		SP:Iteration 33Q (66735.220000 sec): 3 clusters
  Score: Raw -3245664.505221 + Penalty 3311.402126 = -3242353.103095
  nChanged 42
		SP:Iteration 34Q (66735.540000 sec): 3 clusters
  Score: Raw -3245670.665092 + Penalty 3311.402126 = -3242359.262966
  nChanged 31
		SP:Iteration 35Q (66735.840000 sec): 3 clusters
  Score: Raw -3245675.944983 + Penalty 3311.402126 = -3242364.542857
  nChanged 30
		SP:Iteration 36Q (66736.180000 sec): 3 clusters
  Score: Raw -3245679.880138 + Penalty 3311.402126 = -3242368.478012
  nChanged 24
		SP:Iteration 37Q (66736.480000 sec): 3 clusters
  Score: Raw -3245682.842558 + Penalty 3311.402126 = -3242371.440433
  nChanged 13
		SP:Iteration 38Q (66736.830000 sec): 3 clusters
  Score: Raw -3245684.186649 + Penalty 3311.402126 = -3242372.784523
  nChanged 17
		SP:Iteration 39Q (66737.140000 sec): 3 clusters
  Score: Raw -3245686.530331 + Penalty 3311.402126 = -3242375.128205
  nChanged 18
		SP:Iteration 40F (66737.470000 sec): 3 clusters
  Score: Raw -3245688.427874 + Penalty 3311.402126 = -3242377.025749
  nChanged 14
		SP:Iteration 41Q (66737.810000 sec): 3 clusters
  Score: Raw -3245689.542903 + Penalty 3311.402126 = -3242378.140777
  nChanged 8
		SP:Iteration 42Q (66738.130000 sec): 3 clusters
  Score: Raw -3245690.313111 + Penalty 3311.402126 = -3242378.910986
  nChanged 8
		SP:Iteration 43Q (66738.450000 sec): 3 clusters
  Score: Raw -3245691.164226 + Penalty 3311.402126 = -3242379.762100
  nChanged 9
		SP:Iteration 44Q (66738.750000 sec): 3 clusters
  Score: Raw -3245692.204748 + Penalty 3311.402126 = -3242380.802622
  nChanged 13
		SP:Iteration 45Q (66739.090000 sec): 3 clusters
  Score: Raw -3245693.791160 + Penalty 3311.402126 = -3242382.389034
  nChanged 13
		SP:Iteration 46Q (66739.370000 sec): 3 clusters
  Score: Raw -3245695.223536 + Penalty 3311.402126 = -3242383.821410
  nChanged 20
		SP:Iteration 47Q (66739.730000 sec): 3 clusters
  Score: Raw -3245697.511258 + Penalty 3311.402126 = -3242386.109132
  nChanged 14
		SP:Iteration 48Q (66740.020000 sec): 3 clusters
  Score: Raw -3245699.152141 + Penalty 3311.402126 = -3242387.750016
  nChanged 21
		SP:Iteration 49Q (66740.360000 sec): 3 clusters
  Score: Raw -3245701.824110 + Penalty 3311.402126 = -3242390.421984
  nChanged 16
		SP:Iteration 50Q (66740.680000 sec): 3 clusters
  Score: Raw -3245703.652651 + Penalty 3311.402126 = -3242392.250525
  nChanged 9
		SP:Iteration 51Q (66741.040000 sec): 3 clusters
  Score: Raw -3245704.348526 + Penalty 3311.402126 = -3242392.946400
  nChanged 5
		SP:Iteration 52Q (66741.400000 sec): 3 clusters
  Score: Raw -3245704.735748 + Penalty 3311.402126 = -3242393.333622
  nChanged 4
		SP:Iteration 53Q (66741.720000 sec): 3 clusters
  Score: Raw -3245705.016753 + Penalty 3311.402126 = -3242393.614627
  nChanged 1
		SP:Iteration 54Q (66742.030000 sec): 3 clusters
  Score: Raw -3245705.124914 + Penalty 3311.402126 = -3242393.722788
  nChanged 3
		SP:Iteration 55Q (66742.330000 sec): 3 clusters
  Score: Raw -3245705.418599 + Penalty 3311.402126 = -3242394.016473
  nChanged 4
		SP:Iteration 56Q (66742.670000 sec): 3 clusters
  Score: Raw -3245705.749597 + Penalty 3311.402126 = -3242394.347471
  nChanged 5
		SP:Iteration 57Q (66742.990000 sec): 3 clusters
  Score: Raw -3245706.066963 + Penalty 3311.402126 = -3242394.664837
  nChanged 1
		SP:Iteration 58Q (66743.280000 sec): 3 clusters
  Score: Raw -3245706.139006 + Penalty 3311.402126 = -3242394.736880
  nChanged 1
		SP:Iteration 59Q (66743.570000 sec): 3 clusters
  Score: Raw -3245706.200610 + Penalty 3311.402126 = -3242394.798484
  nChanged 1
		SP:Iteration 60F (66743.880000 sec): 3 clusters
  Score: Raw -3245706.417800 + Penalty 3311.402126 = -3242395.015675
  nChanged 3
		SP:Iteration 61Q (66744.190000 sec): 3 clusters
  Score: Raw -3245706.669139 + Penalty 3311.402126 = -3242395.267013
  nChanged 1
		SP:Iteration 62Q (66744.470000 sec): 3 clusters
  Score: Raw -3245706.717180 + Penalty 3311.402126 = -3242395.315055
  nChanged 1
		SP:Iteration 63Q (66744.820000 sec): 3 clusters
  Score: Raw -3245706.766563 + Penalty 3311.402126 = -3242395.364437
  nChanged 0
		SP:Iteration 64F (66745.110000 sec): 3 clusters
  Score: Raw -3245706.766563 + Penalty 3311.402126 = -3242395.364437
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (101464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66745.770000 sec): 2 clusters
  Score: Raw -12285345.437332 + Penalty 1873.212142 = -12283472.225190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66746.430000 sec): 3 clusters
  Score: Raw -12219040.343740 + Penalty 3746.424284 = -12215293.919457
  nChanged 48601
		SP:Iteration 1F (66747.050000 sec): 3 clusters
  Score: Raw -12247300.082018 + Penalty 3746.424284 = -12243553.657734
  nChanged 3348
		SP:Iteration 2Q (66747.810000 sec): 3 clusters
  Score: Raw -12248162.666736 + Penalty 3746.424284 = -12244416.242452
  nChanged 3757
		SP:Iteration 3Q (66748.470000 sec): 3 clusters
  Score: Raw -12249374.125923 + Penalty 3746.424284 = -12245627.701639
  nChanged 4515
		SP:Iteration 4Q (66749.210000 sec): 3 clusters
  Score: Raw -12251217.223795 + Penalty 3746.424284 = -12247470.799511
  nChanged 5543
		SP:Iteration 5F (66749.900000 sec): 3 clusters
  Score: Raw -12254034.942312 + Penalty 3746.424284 = -12250288.518028
  nChanged 6640
		SP:Iteration 6F (66750.610000 sec): 3 clusters
  Score: Raw -12258121.643118 + Penalty 3746.424284 = -12254375.218834
  nChanged 7180
		SP:Iteration 7F (66751.210000 sec): 3 clusters
  Score: Raw -12263273.595427 + Penalty 3746.424284 = -12259527.171143
  nChanged 6875
		SP:Iteration 8F (66751.870000 sec): 3 clusters
  Score: Raw -12268924.902382 + Penalty 3746.424284 = -12265178.478098
  nChanged 5722
		SP:Iteration 9F (66752.590000 sec): 3 clusters
  Score: Raw -12274145.159813 + Penalty 3746.424284 = -12270398.735529
  nChanged 4353
		SP:Iteration 10Q (66753.260000 sec): 3 clusters
  Score: Raw -12278229.669695 + Penalty 3746.424284 = -12274483.245412
  nChanged 3035
		SP:Iteration 11Q (66753.920000 sec): 3 clusters
  Score: Raw -12280626.911421 + Penalty 3746.424284 = -12276880.487138
  nChanged 2047
		SP:Iteration 12Q (66754.580000 sec): 3 clusters
  Score: Raw -12281900.187967 + Penalty 3746.424284 = -12278153.763683
  nChanged 1464
		SP:Iteration 13Q (66755.210000 sec): 3 clusters
  Score: Raw -12282669.653139 + Penalty 3746.424284 = -12278923.228855
  nChanged 1240
		SP:Iteration 14Q (66755.830000 sec): 3 clusters
  Score: Raw -12283285.042725 + Penalty 3746.424284 = -12279538.618441
  nChanged 1121
		SP:Iteration 15Q (66756.450000 sec): 3 clusters
  Score: Raw -12283825.466985 + Penalty 3746.424284 = -12280079.042701
  nChanged 1003
		SP:Iteration 16Q (66757.060000 sec): 3 clusters
  Score: Raw -12284298.484846 + Penalty 3746.424284 = -12280552.060562
  nChanged 903
		SP:Iteration 17Q (66757.680000 sec): 3 clusters
  Score: Raw -12284716.590762 + Penalty 3746.424284 = -12280970.166479
  nChanged 807
		SP:Iteration 18Q (66758.320000 sec): 3 clusters
  Score: Raw -12285075.027639 + Penalty 3746.424284 = -12281328.603355
  nChanged 706
		SP:Iteration 19Q (66758.980000 sec): 3 clusters
  Score: Raw -12285369.160505 + Penalty 3746.424284 = -12281622.736221
  nChanged 571
		SP:Iteration 20F (66759.600000 sec): 3 clusters
  Score: Raw -12285595.640973 + Penalty 3746.424284 = -12281849.216689
  nChanged 472
		SP:Iteration 21Q (66760.180000 sec): 3 clusters
  Score: Raw -12285774.836367 + Penalty 3746.424284 = -12282028.412084
  nChanged 380
		SP:Iteration 22Q (66760.830000 sec): 3 clusters
  Score: Raw -12285915.139502 + Penalty 3746.424284 = -12282168.715219
  nChanged 328
		SP:Iteration 23Q (66761.390000 sec): 3 clusters
  Score: Raw -12286026.712110 + Penalty 3746.424284 = -12282280.287826
  nChanged 278
		SP:Iteration 24Q (66762.020000 sec): 3 clusters
  Score: Raw -12286109.777879 + Penalty 3746.424284 = -12282363.353596
  nChanged 229
		SP:Iteration 25Q (66762.620000 sec): 3 clusters
  Score: Raw -12286177.856866 + Penalty 3746.424284 = -12282431.432583
  nChanged 185
		SP:Iteration 26Q (66763.230000 sec): 3 clusters
  Score: Raw -12286222.584929 + Penalty 3746.424284 = -12282476.160645
  nChanged 141
		SP:Iteration 27Q (66763.820000 sec): 3 clusters
  Score: Raw -12286257.542056 + Penalty 3746.424284 = -12282511.117772
  nChanged 139
		SP:Iteration 28Q (66764.350000 sec): 3 clusters
  Score: Raw -12286291.593832 + Penalty 3746.424284 = -12282545.169548
  nChanged 123
		SP:Iteration 29Q (66764.860000 sec): 3 clusters
  Score: Raw -12286322.746013 + Penalty 3746.424284 = -12282576.321729
  nChanged 97
		SP:Iteration 30Q (66765.340000 sec): 3 clusters
  Score: Raw -12286345.604861 + Penalty 3746.424284 = -12282599.180577
  nChanged 69
		SP:Iteration 31Q (66765.930000 sec): 3 clusters
  Score: Raw -12286360.391483 + Penalty 3746.424284 = -12282613.967200
  nChanged 65
		SP:Iteration 32Q (66766.480000 sec): 3 clusters
  Score: Raw -12286372.940849 + Penalty 3746.424284 = -12282626.516565
  nChanged 55
		SP:Iteration 33Q (66767.070000 sec): 3 clusters
  Score: Raw -12286382.621467 + Penalty 3746.424284 = -12282636.197183
  nChanged 42
		SP:Iteration 34Q (66767.660000 sec): 3 clusters
  Score: Raw -12286389.077153 + Penalty 3746.424284 = -12282642.652869
  nChanged 31
		SP:Iteration 35Q (66768.330000 sec): 3 clusters
  Score: Raw -12286393.066514 + Penalty 3746.424284 = -12282646.642230
  nChanged 21
		SP:Iteration 36Q (66768.960000 sec): 3 clusters
  Score: Raw -12286395.497358 + Penalty 3746.424284 = -12282649.073074
  nChanged 17
		SP:Iteration 37Q (66769.610000 sec): 3 clusters
  Score: Raw -12286398.097265 + Penalty 3746.424284 = -12282651.672981
  nChanged 17
		SP:Iteration 38Q (66770.250000 sec): 3 clusters
  Score: Raw -12286400.288854 + Penalty 3746.424284 = -12282653.864570
  nChanged 17
		SP:Iteration 39Q (66770.890000 sec): 3 clusters
  Score: Raw -12286402.639287 + Penalty 3746.424284 = -12282656.215003
  nChanged 11
		SP:Iteration 40F (66771.550000 sec): 3 clusters
  Score: Raw -12286404.221189 + Penalty 3746.424284 = -12282657.796905
  nChanged 16
		SP:Iteration 41Q (66772.290000 sec): 3 clusters
  Score: Raw -12286406.308280 + Penalty 3746.424284 = -12282659.883996
  nChanged 12
		SP:Iteration 42Q (66773.000000 sec): 3 clusters
  Score: Raw -12286408.130438 + Penalty 3746.424284 = -12282661.706154
  nChanged 12
		SP:Iteration 43Q (66773.690000 sec): 3 clusters
  Score: Raw -12286410.137502 + Penalty 3746.424284 = -12282663.713218
  nChanged 12
		SP:Iteration 44Q (66774.350000 sec): 3 clusters
  Score: Raw -12286411.280181 + Penalty 3746.424284 = -12282664.855897
  nChanged 6
		SP:Iteration 45Q (66774.960000 sec): 3 clusters
  Score: Raw -12286412.071724 + Penalty 3746.424284 = -12282665.647440
  nChanged 8
		SP:Iteration 46Q (66775.550000 sec): 3 clusters
  Score: Raw -12286413.189714 + Penalty 3746.424284 = -12282666.765430
  nChanged 9
		SP:Iteration 47Q (66776.100000 sec): 3 clusters
  Score: Raw -12286414.564189 + Penalty 3746.424284 = -12282668.139905
  nChanged 8
		SP:Iteration 48Q (66776.720000 sec): 3 clusters
  Score: Raw -12286415.408603 + Penalty 3746.424284 = -12282668.984320
  nChanged 6
		SP:Iteration 49Q (66777.310000 sec): 3 clusters
  Score: Raw -12286415.948771 + Penalty 3746.424284 = -12282669.524487
  nChanged 5
		SP:Iteration 50Q (66777.900000 sec): 3 clusters
  Score: Raw -12286416.151296 + Penalty 3746.424284 = -12282669.727012
  nChanged 1
		SP:Iteration 51Q (66778.510000 sec): 3 clusters
  Score: Raw -12286416.263345 + Penalty 3746.424284 = -12282669.839061
  nChanged 2
		SP:Iteration 52Q (66779.090000 sec): 3 clusters
  Score: Raw -12286416.501714 + Penalty 3746.424284 = -12282670.077430
  nChanged 4
		SP:Iteration 53Q (66779.680000 sec): 3 clusters
  Score: Raw -12286416.997755 + Penalty 3746.424284 = -12282670.573471
  nChanged 2
		SP:Iteration 54Q (66780.360000 sec): 3 clusters
  Score: Raw -12286417.177751 + Penalty 3746.424284 = -12282670.753467
  nChanged 2
		SP:Iteration 55Q (66780.970000 sec): 3 clusters
  Score: Raw -12286417.357433 + Penalty 3746.424284 = -12282670.933149
  nChanged 2
		SP:Iteration 56Q (66781.600000 sec): 3 clusters
  Score: Raw -12286417.495467 + Penalty 3746.424284 = -12282671.071183
  nChanged 4
		SP:Iteration 57Q (66782.260000 sec): 3 clusters
  Score: Raw -12286418.079741 + Penalty 3746.424284 = -12282671.655457
  nChanged 8
		SP:Iteration 58Q (66782.890000 sec): 3 clusters
  Score: Raw -12286418.966703 + Penalty 3746.424284 = -12282672.542419
  nChanged 8
		SP:Iteration 59Q (66783.440000 sec): 3 clusters
  Score: Raw -12286419.600495 + Penalty 3746.424284 = -12282673.176211
  nChanged 3
		SP:Iteration 60F (66784.060000 sec): 3 clusters
  Score: Raw -12286419.917524 + Penalty 3746.424284 = -12282673.493240
  nChanged 5
		SP:Iteration 61Q (66784.610000 sec): 3 clusters
  Score: Raw -12286420.365757 + Penalty 3746.424284 = -12282673.941473
  nChanged 6
		SP:Iteration 62Q (66785.160000 sec): 3 clusters
  Score: Raw -12286420.902479 + Penalty 3746.424284 = -12282674.478196
  nChanged 4
		SP:Iteration 63Q (66785.760000 sec): 3 clusters
  Score: Raw -12286421.320684 + Penalty 3746.424284 = -12282674.896401
  nChanged 6
		SP:Iteration 64Q (66786.330000 sec): 3 clusters
  Score: Raw -12286422.693885 + Penalty 3746.424284 = -12282676.269601
  nChanged 11
		SP:Iteration 65Q (66786.850000 sec): 3 clusters
  Score: Raw -12286424.197727 + Penalty 3746.424284 = -12282677.773444
  nChanged 9
		SP:Iteration 66Q (66787.410000 sec): 3 clusters
  Score: Raw -12286425.662472 + Penalty 3746.424284 = -12282679.238188
  nChanged 11
		SP:Iteration 67Q (66788.010000 sec): 3 clusters
  Score: Raw -12286427.588067 + Penalty 3746.424284 = -12282681.163783
  nChanged 9
		SP:Iteration 68Q (66788.620000 sec): 3 clusters
  Score: Raw -12286428.924317 + Penalty 3746.424284 = -12282682.500034
  nChanged 10
		SP:Iteration 69Q (66789.180000 sec): 3 clusters
  Score: Raw -12286430.595657 + Penalty 3746.424284 = -12282684.171373
  nChanged 11
		SP:Iteration 70Q (66789.720000 sec): 3 clusters
  Score: Raw -12286432.601803 + Penalty 3746.424284 = -12282686.177519
  nChanged 10
		SP:Iteration 71Q (66790.340000 sec): 3 clusters
  Score: Raw -12286434.154759 + Penalty 3746.424284 = -12282687.730476
  nChanged 13
		SP:Iteration 72Q (66790.950000 sec): 3 clusters
  Score: Raw -12286435.745715 + Penalty 3746.424284 = -12282689.321431
  nChanged 7
		SP:Iteration 73Q (66791.590000 sec): 3 clusters
  Score: Raw -12286436.815354 + Penalty 3746.424284 = -12282690.391070
  nChanged 5
		SP:Iteration 74Q (66792.240000 sec): 3 clusters
  Score: Raw -12286437.538687 + Penalty 3746.424284 = -12282691.114403
  nChanged 2
		SP:Iteration 75Q (66792.840000 sec): 3 clusters
  Score: Raw -12286437.812575 + Penalty 3746.424284 = -12282691.388292
  nChanged 2
		SP:Iteration 76Q (66793.500000 sec): 3 clusters
  Score: Raw -12286438.253295 + Penalty 3746.424284 = -12282691.829011
  nChanged 4
		SP:Iteration 77Q (66794.110000 sec): 3 clusters
  Score: Raw -12286438.688876 + Penalty 3746.424284 = -12282692.264592
  nChanged 2
		SP:Iteration 78Q (66794.770000 sec): 3 clusters
  Score: Raw -12286438.970301 + Penalty 3746.424284 = -12282692.546017
  nChanged 0
		SP:Iteration 79F (66795.420000 sec): 3 clusters
  Score: Raw -12286438.970301 + Penalty 3746.424284 = -12282692.546017
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66795.560000 sec): 2 clusters
  Score: Raw -58798.914518 + Penalty 1054.495801 = -57744.418717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66795.780000 sec): 3 clusters
  Score: Raw -58885.203973 + Penalty 2108.991603 = -56776.212370
  nChanged 205
		SP:Iteration 1F (66795.990000 sec): 3 clusters
  Score: Raw -59558.015862 + Penalty 2108.991603 = -57449.024259
  nChanged 81
		SP:Iteration 2F (66796.180000 sec): 3 clusters
  Score: Raw -59997.859515 + Penalty 2108.991603 = -57888.867912
  nChanged 39
		SP:Iteration 3F (66796.330000 sec): 3 clusters
  Score: Raw -60257.553983 + Penalty 2108.991603 = -58148.562381
  nChanged 26
		SP:Iteration 4Q (66796.530000 sec): 3 clusters
  Score: Raw -60416.508558 + Penalty 2108.991603 = -58307.516955
  nChanged 16
		SP:Iteration 5Q (66796.750000 sec): 3 clusters
  Score: Raw -60488.059778 + Penalty 2108.991603 = -58379.068175
  nChanged 4
		SP:Iteration 6Q (66796.880000 sec): 3 clusters
  Score: Raw -60551.965861 + Penalty 2108.991603 = -58442.974258
  nChanged 10
		SP:Iteration 7Q (66797.100000 sec): 3 clusters
  Score: Raw -60624.686422 + Penalty 2108.991603 = -58515.694820
  nChanged 5
		SP:Iteration 8Q (66797.270000 sec): 3 clusters
  Score: Raw -60756.687643 + Penalty 2108.991603 = -58647.696040
  nChanged 10
		SP:Iteration 9Q (66797.450000 sec): 3 clusters
  Score: Raw -60802.390334 + Penalty 2108.991603 = -58693.398731
  nChanged 6
		SP:Iteration 10Q (66797.650000 sec): 3 clusters
  Score: Raw -60815.064298 + Penalty 2108.991603 = -58706.072695
  nChanged 6
		SP:Iteration 11Q (66797.790000 sec): 3 clusters
  Score: Raw -60827.918053 + Penalty 2108.991603 = -58718.926451
  nChanged 4
		SP:Iteration 12Q (66797.980000 sec): 3 clusters
  Score: Raw -60834.922727 + Penalty 2108.991603 = -58725.931124
  nChanged 2
		SP:Iteration 13Q (66798.170000 sec): 3 clusters
  Score: Raw -60838.469280 + Penalty 2108.991603 = -58729.477677
  nChanged 3
		SP:Iteration 14Q (66798.380000 sec): 3 clusters
  Score: Raw -60843.047093 + Penalty 2108.991603 = -58734.055490
  nChanged 2
		SP:Iteration 15Q (66798.590000 sec): 3 clusters
  Score: Raw -60845.722195 + Penalty 2108.991603 = -58736.730592
  nChanged 2
		SP:Iteration 16Q (66798.780000 sec): 3 clusters
  Score: Raw -60856.411840 + Penalty 2108.991603 = -58747.420238
  nChanged 2
		SP:Iteration 17Q (66798.970000 sec): 3 clusters
  Score: Raw -60864.723256 + Penalty 2108.991603 = -58755.731653
  nChanged 1
		SP:Iteration 18Q (66799.150000 sec): 3 clusters
  Score: Raw -60865.827727 + Penalty 2108.991603 = -58756.836124
  nChanged 0
		SP:Iteration 19F (66799.330000 sec): 3 clusters
  Score: Raw -60865.827727 + Penalty 2108.991603 = -58756.836124
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (17589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66799.520000 sec): 2 clusters
  Score: Raw -2114018.290994 + Penalty 1588.442210 = -2112429.848784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66799.830000 sec): 3 clusters
  Score: Raw -2103480.476259 + Penalty 3176.884420 = -2100303.591839
  nChanged 7932
		SP:Iteration 1F (66800.090000 sec): 3 clusters
  Score: Raw -2107989.972502 + Penalty 3176.884420 = -2104813.088082
  nChanged 1052
		SP:Iteration 2F (66800.350000 sec): 3 clusters
  Score: Raw -2108565.367043 + Penalty 3176.884420 = -2105388.482623
  nChanged 1173
		SP:Iteration 3F (66800.670000 sec): 3 clusters
  Score: Raw -2109358.993648 + Penalty 3176.884420 = -2106182.109228
  nChanged 1271
		SP:Iteration 4F (66800.960000 sec): 3 clusters
  Score: Raw -2110512.942391 + Penalty 3176.884420 = -2107336.057971
  nChanged 1341
		SP:Iteration 5F (66801.260000 sec): 3 clusters
  Score: Raw -2111933.953948 + Penalty 3176.884420 = -2108757.069527
  nChanged 1294
		SP:Iteration 6F (66801.510000 sec): 3 clusters
  Score: Raw -2113299.862647 + Penalty 3176.884420 = -2110122.978227
  nChanged 1063
		SP:Iteration 7F (66801.800000 sec): 3 clusters
  Score: Raw -2114166.072830 + Penalty 3176.884420 = -2110989.188409
  nChanged 795
		SP:Iteration 8Q (66802.080000 sec): 3 clusters
  Score: Raw -2114698.402334 + Penalty 3176.884420 = -2111521.517914
  nChanged 620
		SP:Iteration 9Q (66802.350000 sec): 3 clusters
  Score: Raw -2115066.254135 + Penalty 3176.884420 = -2111889.369714
  nChanged 467
		SP:Iteration 10Q (66802.630000 sec): 3 clusters
  Score: Raw -2115272.472284 + Penalty 3176.884420 = -2112095.587863
  nChanged 331
		SP:Iteration 11Q (66802.910000 sec): 3 clusters
  Score: Raw -2115389.481873 + Penalty 3176.884420 = -2112212.597452
  nChanged 230
		SP:Iteration 12Q (66803.170000 sec): 3 clusters
  Score: Raw -2115465.243012 + Penalty 3176.884420 = -2112288.358592
  nChanged 193
		SP:Iteration 13Q (66803.500000 sec): 3 clusters
  Score: Raw -2115532.949019 + Penalty 3176.884420 = -2112356.064599
  nChanged 201
		SP:Iteration 14Q (66803.770000 sec): 3 clusters
  Score: Raw -2115602.430728 + Penalty 3176.884420 = -2112425.546308
  nChanged 174
		SP:Iteration 15Q (66804.000000 sec): 3 clusters
  Score: Raw -2115664.989107 + Penalty 3176.884420 = -2112488.104687
  nChanged 192
		SP:Iteration 16Q (66804.240000 sec): 3 clusters
  Score: Raw -2115745.839839 + Penalty 3176.884420 = -2112568.955419
  nChanged 205
		SP:Iteration 17Q (66804.510000 sec): 3 clusters
  Score: Raw -2115835.101267 + Penalty 3176.884420 = -2112658.216846
  nChanged 218
		SP:Iteration 18Q (66804.770000 sec): 3 clusters
  Score: Raw -2115927.618368 + Penalty 3176.884420 = -2112750.733948
  nChanged 221
		SP:Iteration 19Q (66805.000000 sec): 3 clusters
  Score: Raw -2116039.660043 + Penalty 3176.884420 = -2112862.775623
  nChanged 238
		SP:Iteration 20F (66805.280000 sec): 3 clusters
  Score: Raw -2116174.729756 + Penalty 3176.884420 = -2112997.845336
  nChanged 245
		SP:Iteration 21Q (66805.530000 sec): 3 clusters
  Score: Raw -2116323.518985 + Penalty 3176.884420 = -2113146.634565
  nChanged 281
		SP:Iteration 22Q (66805.770000 sec): 3 clusters
  Score: Raw -2116492.029820 + Penalty 3176.884420 = -2113315.145400
  nChanged 262
		SP:Iteration 23Q (66806.060000 sec): 3 clusters
  Score: Raw -2116677.180737 + Penalty 3176.884420 = -2113500.296317
  nChanged 292
		SP:Iteration 24Q (66806.360000 sec): 3 clusters
  Score: Raw -2116872.070915 + Penalty 3176.884420 = -2113695.186495
  nChanged 270
		SP:Iteration 25Q (66806.580000 sec): 3 clusters
  Score: Raw -2117025.021099 + Penalty 3176.884420 = -2113848.136679
  nChanged 234
		SP:Iteration 26Q (66806.820000 sec): 3 clusters
  Score: Raw -2117138.588584 + Penalty 3176.884420 = -2113961.704164
  nChanged 181
		SP:Iteration 27Q (66807.040000 sec): 3 clusters
  Score: Raw -2117209.803636 + Penalty 3176.884420 = -2114032.919215
  nChanged 130
		SP:Iteration 28Q (66807.270000 sec): 3 clusters
  Score: Raw -2117256.303598 + Penalty 3176.884420 = -2114079.419178
  nChanged 124
		SP:Iteration 29Q (66807.570000 sec): 3 clusters
  Score: Raw -2117296.953132 + Penalty 3176.884420 = -2114120.068712
  nChanged 112
		SP:Iteration 30Q (66807.800000 sec): 3 clusters
  Score: Raw -2117332.460910 + Penalty 3176.884420 = -2114155.576490
  nChanged 91
		SP:Iteration 31Q (66808.070000 sec): 3 clusters
  Score: Raw -2117356.249597 + Penalty 3176.884420 = -2114179.365176
  nChanged 76
		SP:Iteration 32Q (66808.340000 sec): 3 clusters
  Score: Raw -2117378.583301 + Penalty 3176.884420 = -2114201.698881
  nChanged 72
		SP:Iteration 33Q (66808.620000 sec): 3 clusters
  Score: Raw -2117395.614417 + Penalty 3176.884420 = -2114218.729997
  nChanged 57
		SP:Iteration 34Q (66808.850000 sec): 3 clusters
  Score: Raw -2117406.305482 + Penalty 3176.884420 = -2114229.421062
  nChanged 47
		SP:Iteration 35Q (66809.170000 sec): 3 clusters
  Score: Raw -2117414.879699 + Penalty 3176.884420 = -2114237.995279
  nChanged 43
		SP:Iteration 36Q (66809.430000 sec): 3 clusters
  Score: Raw -2117421.596903 + Penalty 3176.884420 = -2114244.712483
  nChanged 42
		SP:Iteration 37Q (66809.710000 sec): 3 clusters
  Score: Raw -2117428.324103 + Penalty 3176.884420 = -2114251.439683
  nChanged 40
		SP:Iteration 38Q (66809.940000 sec): 3 clusters
  Score: Raw -2117434.279203 + Penalty 3176.884420 = -2114257.394783
  nChanged 28
		SP:Iteration 39Q (66810.230000 sec): 3 clusters
  Score: Raw -2117438.498810 + Penalty 3176.884420 = -2114261.614389
  nChanged 32
		SP:Iteration 40F (66810.490000 sec): 3 clusters
  Score: Raw -2117442.763700 + Penalty 3176.884420 = -2114265.879279
  nChanged 25
		SP:Iteration 41Q (66810.780000 sec): 3 clusters
  Score: Raw -2117445.687217 + Penalty 3176.884420 = -2114268.802797
  nChanged 23
		SP:Iteration 42Q (66811.090000 sec): 3 clusters
  Score: Raw -2117448.119493 + Penalty 3176.884420 = -2114271.235072
  nChanged 24
		SP:Iteration 43Q (66811.350000 sec): 3 clusters
  Score: Raw -2117450.454641 + Penalty 3176.884420 = -2114273.570220
  nChanged 15
		SP:Iteration 44Q (66811.610000 sec): 3 clusters
  Score: Raw -2117451.809224 + Penalty 3176.884420 = -2114274.924804
  nChanged 7
		SP:Iteration 45Q (66811.870000 sec): 3 clusters
  Score: Raw -2117452.597372 + Penalty 3176.884420 = -2114275.712952
  nChanged 9
		SP:Iteration 46Q (66812.160000 sec): 3 clusters
  Score: Raw -2117453.323701 + Penalty 3176.884420 = -2114276.439281
  nChanged 7
		SP:Iteration 47Q (66812.400000 sec): 3 clusters
  Score: Raw -2117453.759563 + Penalty 3176.884420 = -2114276.875143
  nChanged 5
		SP:Iteration 48Q (66812.750000 sec): 3 clusters
  Score: Raw -2117454.264700 + Penalty 3176.884420 = -2114277.380279
  nChanged 10
		SP:Iteration 49Q (66813.050000 sec): 3 clusters
  Score: Raw -2117455.276917 + Penalty 3176.884420 = -2114278.392497
  nChanged 8
		SP:Iteration 50Q (66813.280000 sec): 3 clusters
  Score: Raw -2117456.430935 + Penalty 3176.884420 = -2114279.546514
  nChanged 10
		SP:Iteration 51Q (66813.550000 sec): 3 clusters
  Score: Raw -2117457.441667 + Penalty 3176.884420 = -2114280.557246
  nChanged 9
		SP:Iteration 52Q (66813.900000 sec): 3 clusters
  Score: Raw -2117458.057646 + Penalty 3176.884420 = -2114281.173226
  nChanged 11
		SP:Iteration 53Q (66814.170000 sec): 3 clusters
  Score: Raw -2117459.157950 + Penalty 3176.884420 = -2114282.273530
  nChanged 9
		SP:Iteration 54Q (66814.460000 sec): 3 clusters
  Score: Raw -2117459.856745 + Penalty 3176.884420 = -2114282.972324
  nChanged 10
		SP:Iteration 55Q (66814.760000 sec): 3 clusters
  Score: Raw -2117460.447958 + Penalty 3176.884420 = -2114283.563537
  nChanged 6
		SP:Iteration 56Q (66814.990000 sec): 3 clusters
  Score: Raw -2117460.847777 + Penalty 3176.884420 = -2114283.963357
  nChanged 8
		SP:Iteration 57Q (66815.280000 sec): 3 clusters
  Score: Raw -2117461.373785 + Penalty 3176.884420 = -2114284.489365
  nChanged 7
		SP:Iteration 58Q (66815.570000 sec): 3 clusters
  Score: Raw -2117462.003197 + Penalty 3176.884420 = -2114285.118777
  nChanged 6
		SP:Iteration 59Q (66815.860000 sec): 3 clusters
  Score: Raw -2117462.393662 + Penalty 3176.884420 = -2114285.509241
  nChanged 3
		SP:Iteration 60F (66816.160000 sec): 3 clusters
  Score: Raw -2117462.590492 + Penalty 3176.884420 = -2114285.706072
  nChanged 3
		SP:Iteration 61Q (66816.480000 sec): 3 clusters
  Score: Raw -2117462.952209 + Penalty 3176.884420 = -2114286.067789
  nChanged 5
		SP:Iteration 62Q (66816.760000 sec): 3 clusters
  Score: Raw -2117463.531787 + Penalty 3176.884420 = -2114286.647366
  nChanged 6
		SP:Iteration 63Q (66817.070000 sec): 3 clusters
  Score: Raw -2117464.082411 + Penalty 3176.884420 = -2114287.197991
  nChanged 4
		SP:Iteration 64Q (66817.330000 sec): 3 clusters
  Score: Raw -2117464.355171 + Penalty 3176.884420 = -2114287.470751
  nChanged 1
		SP:Iteration 65Q (66817.630000 sec): 3 clusters
  Score: Raw -2117464.397692 + Penalty 3176.884420 = -2114287.513271
  nChanged 1
		SP:Iteration 66Q (66817.930000 sec): 3 clusters
  Score: Raw -2117464.433128 + Penalty 3176.884420 = -2114287.548708
  nChanged 1
		SP:Iteration 67Q (66818.220000 sec): 3 clusters
  Score: Raw -2117464.458848 + Penalty 3176.884420 = -2114287.574428
  nChanged 0
		SP:Iteration 68F (66818.500000 sec): 3 clusters
  Score: Raw -2117464.458848 + Penalty 3176.884420 = -2114287.574428
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Iteration 59Q (66908.850000 sec): 47 clusters
  Score: Raw -223529431.904956 + Penalty 108129.707697 = -223421302.197259
  nChanged 19868
Iteration 60F (67045.530000 sec): 47 clusters
  Score: Raw -223539363.812400 + Penalty 108129.707697 = -223431234.104703
  nChanged 15762
Iteration 61Q (67123.680000 sec): 47 clusters
  Score: Raw -223543585.500421 + Penalty 108129.707697 = -223435455.792724
  nChanged 10304
Iteration 62Q (67196.980000 sec): 47 clusters
  Score: Raw -223545705.154158 + Penalty 108129.707697 = -223437575.446461
  nChanged 7974
Iteration 63Q (67276.070000 sec): 47 clusters
  Score: Raw -223547025.516990 + Penalty 108129.707697 = -223438895.809293
  nChanged 6763
Iteration 64Q (67355.920000 sec): 47 clusters
  Score: Raw -223548069.992771 + Penalty 108129.707697 = -223439940.285074
  nChanged 5880
Iteration 65Q (67444.340000 sec): 47 clusters
  Score: Raw -223548855.019332 + Penalty 108129.707697 = -223440725.311635
  nChanged 5166
Iteration 66Q (67531.490000 sec): 47 clusters
  Score: Raw -223549457.043077 + Penalty 108129.707697 = -223441327.335380
  nChanged 4563
Iteration 67Q (67621.670000 sec): 47 clusters
  Score: Raw -223549923.527206 + Penalty 108129.707697 = -223441793.819508
  nChanged 4261
Iteration 68Q (67713.450000 sec): 47 clusters
  Score: Raw -223550358.688579 + Penalty 108129.707697 = -223442228.980882
  nChanged 3940
Iteration 69Q (67806.210000 sec): 47 clusters
  Score: Raw -223550738.891216 + Penalty 108129.707697 = -223442609.183519
  nChanged 3642
Iteration 70Q (67883.480000 sec): 47 clusters
  Score: Raw -223551098.376326 + Penalty 108129.707697 = -223442968.668629
  nChanged 3440
Iteration 71Q (67953.570000 sec): 47 clusters
  Score: Raw -223551445.743957 + Penalty 108129.707697 = -223443316.036260
  nChanged 3357
Iteration 72Q (68026.270000 sec): 47 clusters
  Score: Raw -223551792.828576 + Penalty 108129.707697 = -223443663.120879
  nChanged 3275
Iteration 73Q (68108.420000 sec): 47 clusters
  Score: Raw -223552158.819245 + Penalty 108129.707697 = -223444029.111548
  nChanged 3225
Iteration 74Q (68198.020000 sec): 47 clusters
  Score: Raw -223552549.994541 + Penalty 108129.707697 = -223444420.286844
  nChanged 3328
Iteration 75Q (68289.820000 sec): 47 clusters
  Score: Raw -223552980.977565 + Penalty 108129.707697 = -223444851.269867
  nChanged 3276
Iteration 76Q (68368.570000 sec): 47 clusters
  Score: Raw -223553385.954985 + Penalty 108129.707697 = -223445256.247288
  nChanged 3278
Iteration 77Q (68446.180000 sec): 47 clusters
  Score: Raw -223553770.724552 + Penalty 108129.707697 = -223445641.016855
  nChanged 3228
Iteration 78Q (68522.650000 sec): 47 clusters
  Score: Raw -223554127.487163 + Penalty 108129.707697 = -223445997.779466
  nChanged 3148
Iteration 79Q (68605.490000 sec): 47 clusters
  Score: Raw -223554474.217208 + Penalty 108129.707697 = -223446344.509511
  nChanged 2891
Iteration 80F (68744.750000 sec): 47 clusters
  Score: Raw -223555405.820265 + Penalty 108129.707697 = -223447276.112568
  nChanged 3091
Iteration 81Q (68828.180000 sec): 47 clusters
  Score: Raw -223556275.769858 + Penalty 108129.707697 = -223448146.062161
  nChanged 3103
Iteration 82Q (68913.570000 sec): 47 clusters
  Score: Raw -223556639.863814 + Penalty 108129.707697 = -223448510.156117
  nChanged 3032
Iteration 83Q (68996.360000 sec): 47 clusters
  Score: Raw -223556987.180785 + Penalty 108129.707697 = -223448857.473088
  nChanged 2941
Iteration 84Q (69079.950000 sec): 47 clusters
  Score: Raw -223557301.881851 + Penalty 108129.707697 = -223449172.174154
  nChanged 2810
Iteration 85Q (69165.390000 sec): 47 clusters
  Score: Raw -223557586.004015 + Penalty 108129.707697 = -223449456.296318
  nChanged 2728
Iteration 86Q (69255.100000 sec): 47 clusters
  Score: Raw -223557864.685041 + Penalty 108129.707697 = -223449734.977344
  nChanged 2740
Iteration 87Q (69336.000000 sec): 47 clusters
  Score: Raw -223558156.984503 + Penalty 108129.707697 = -223450027.276806
  nChanged 2600
Iteration 88Q (69419.050000 sec): 47 clusters
  Score: Raw -223558414.715594 + Penalty 108129.707697 = -223450285.007897
  nChanged 2570
Iteration 89Q (69504.100000 sec): 47 clusters
  Score: Raw -223558642.159879 + Penalty 108129.707697 = -223450512.452182
  nChanged 2487
Iteration 90Q (69596.650000 sec): 47 clusters
  Score: Raw -223558851.993095 + Penalty 108129.707697 = -223450722.285398
  nChanged 2366
Iteration 91Q (69685.470000 sec): 47 clusters
  Score: Raw -223559051.514402 + Penalty 108129.707697 = -223450921.806705
  nChanged 2266
Iteration 92Q (69772.180000 sec): 47 clusters
  Score: Raw -223559239.241430 + Penalty 108129.707697 = -223451109.533733
  nChanged 2213
Iteration 93Q (69853.300000 sec): 47 clusters
  Score: Raw -223559417.349862 + Penalty 108129.707697 = -223451287.642165
  nChanged 2190
Iteration 94Q (69931.480000 sec): 47 clusters
  Score: Raw -223559583.511468 + Penalty 108129.707697 = -223451453.803771
  nChanged 1991
Iteration 95Q (70017.300000 sec): 47 clusters
  Score: Raw -223559730.549033 + Penalty 108129.707697 = -223451600.841336
  nChanged 1973
Iteration 96Q (70098.590000 sec): 47 clusters
  Score: Raw -223559865.640051 + Penalty 108129.707697 = -223451735.932353
  nChanged 1930
Iteration 97Q (70183.270000 sec): 47 clusters
  Score: Raw -223559996.218420 + Penalty 108129.707697 = -223451866.510723
  nChanged 1971
Iteration 98Q (70275.030000 sec): 47 clusters
  Score: Raw -223560133.633241 + Penalty 108129.707697 = -223452003.925544
  nChanged 2014
Writing temp clu file 
Because OldScore, -223451866.510723, is greater than current (better) Score,-223452003.925544 
 Compute initial score before splitting:   Score: Raw -223560133.633241 + Penalty 108129.707697 = -223452003.925544
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (347883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70277.160000 sec): 2 clusters
  Score: Raw -41677945.931438 + Penalty 2073.438493 = -41675872.492945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70278.810000 sec): 3 clusters
  Score: Raw -41444877.940384 + Penalty 4146.876986 = -41440731.063398
  nChanged 169814
		SP:Iteration 1F (70280.300000 sec): 3 clusters
  Score: Raw -41548109.772827 + Penalty 4146.876986 = -41543962.895841
  nChanged 11823
		SP:Iteration 2Q (70282.020000 sec): 3 clusters
  Score: Raw -41551849.944117 + Penalty 4146.876986 = -41547703.067131
  nChanged 13876
		SP:Iteration 3Q (70283.670000 sec): 3 clusters
  Score: Raw -41557274.987188 + Penalty 4146.876986 = -41553128.110202
  nChanged 16591
		SP:Iteration 4Q (70285.400000 sec): 3 clusters
  Score: Raw -41564734.799201 + Penalty 4146.876986 = -41560587.922215
  nChanged 18875
		SP:Iteration 5F (70287.060000 sec): 3 clusters
  Score: Raw -41574545.122577 + Penalty 4146.876986 = -41570398.245591
  nChanged 20990
		SP:Iteration 6F (70288.750000 sec): 3 clusters
  Score: Raw -41586238.303857 + Penalty 4146.876986 = -41582091.426871
  nChanged 21372
		SP:Iteration 7F (70290.570000 sec): 3 clusters
  Score: Raw -41598561.865315 + Penalty 4146.876986 = -41594414.988329
  nChanged 19890
		SP:Iteration 8F (70292.340000 sec): 3 clusters
  Score: Raw -41610045.939326 + Penalty 4146.876986 = -41605899.062340
  nChanged 16976
		SP:Iteration 9Q (70294.000000 sec): 3 clusters
  Score: Raw -41619916.007209 + Penalty 4146.876986 = -41615769.130223
  nChanged 14160
		SP:Iteration 10Q (70295.690000 sec): 3 clusters
  Score: Raw -41627490.912639 + Penalty 4146.876986 = -41623344.035653
  nChanged 11169
		SP:Iteration 11Q (70297.410000 sec): 3 clusters
  Score: Raw -41632555.005913 + Penalty 4146.876986 = -41628408.128927
  nChanged 8505
		SP:Iteration 12Q (70298.990000 sec): 3 clusters
  Score: Raw -41635978.010926 + Penalty 4146.876986 = -41631831.133941
  nChanged 7139
		SP:Iteration 13Q (70300.680000 sec): 3 clusters
  Score: Raw -41638926.605405 + Penalty 4146.876986 = -41634779.728419
  nChanged 6608
		SP:Iteration 14Q (70302.440000 sec): 3 clusters
  Score: Raw -41641754.548143 + Penalty 4146.876986 = -41637607.671157
  nChanged 6420
		SP:Iteration 15Q (70304.080000 sec): 3 clusters
  Score: Raw -41644426.928399 + Penalty 4146.876986 = -41640280.051413
  nChanged 6068
		SP:Iteration 16Q (70305.660000 sec): 3 clusters
  Score: Raw -41646725.201417 + Penalty 4146.876986 = -41642578.324431
  nChanged 5490
		SP:Iteration 17Q (70307.460000 sec): 3 clusters
  Score: Raw -41648604.153739 + Penalty 4146.876986 = -41644457.276753
  nChanged 4824
		SP:Iteration 18Q (70309.130000 sec): 3 clusters
  Score: Raw -41650052.312504 + Penalty 4146.876986 = -41645905.435518
  nChanged 4268
		SP:Iteration 19Q (70310.680000 sec): 3 clusters
  Score: Raw -41651164.040454 + Penalty 4146.876986 = -41647017.163468
  nChanged 3749
		SP:Iteration 20F (70312.370000 sec): 3 clusters
  Score: Raw -41652021.217917 + Penalty 4146.876986 = -41647874.340931
  nChanged 3317
		SP:Iteration 21Q (70314.130000 sec): 3 clusters
  Score: Raw -41652698.473722 + Penalty 4146.876986 = -41648551.596736
  nChanged 2928
		SP:Iteration 22Q (70315.710000 sec): 3 clusters
  Score: Raw -41653234.177400 + Penalty 4146.876986 = -41649087.300414
  nChanged 2682
		SP:Iteration 23Q (70317.250000 sec): 3 clusters
  Score: Raw -41653688.554824 + Penalty 4146.876986 = -41649541.677838
  nChanged 2498
		SP:Iteration 24Q (70318.840000 sec): 3 clusters
  Score: Raw -41654083.653283 + Penalty 4146.876986 = -41649936.776297
  nChanged 2369
		SP:Iteration 25Q (70320.640000 sec): 3 clusters
  Score: Raw -41654428.561216 + Penalty 4146.876986 = -41650281.684230
  nChanged 2230
		SP:Iteration 26Q (70322.240000 sec): 3 clusters
  Score: Raw -41654735.484765 + Penalty 4146.876986 = -41650588.607779
  nChanged 2143
		SP:Iteration 27Q (70323.710000 sec): 3 clusters
  Score: Raw -41655025.144456 + Penalty 4146.876986 = -41650878.267470
  nChanged 2048
		SP:Iteration 28Q (70325.370000 sec): 3 clusters
  Score: Raw -41655289.071624 + Penalty 4146.876986 = -41651142.194638
  nChanged 1983
		SP:Iteration 29Q (70326.920000 sec): 3 clusters
  Score: Raw -41655533.233777 + Penalty 4146.876986 = -41651386.356791
  nChanged 1963
		SP:Iteration 30Q (70328.410000 sec): 3 clusters
  Score: Raw -41655775.301684 + Penalty 4146.876986 = -41651628.424698
  nChanged 1916
		SP:Iteration 31Q (70330.010000 sec): 3 clusters
  Score: Raw -41656011.064318 + Penalty 4146.876986 = -41651864.187332
  nChanged 1905
		SP:Iteration 32Q (70331.540000 sec): 3 clusters
  Score: Raw -41656246.872480 + Penalty 4146.876986 = -41652099.995494
  nChanged 1873
		SP:Iteration 33Q (70333.070000 sec): 3 clusters
  Score: Raw -41656470.083166 + Penalty 4146.876986 = -41652323.206180
  nChanged 1848
		SP:Iteration 34Q (70334.550000 sec): 3 clusters
  Score: Raw -41656688.617112 + Penalty 4146.876986 = -41652541.740126
  nChanged 1876
		SP:Iteration 35Q (70336.010000 sec): 3 clusters
  Score: Raw -41656909.027985 + Penalty 4146.876986 = -41652762.150999
  nChanged 1828
		SP:Iteration 36Q (70337.580000 sec): 3 clusters
  Score: Raw -41657114.688537 + Penalty 4146.876986 = -41652967.811551
  nChanged 1726
		SP:Iteration 37Q (70339.270000 sec): 3 clusters
  Score: Raw -41657294.497946 + Penalty 4146.876986 = -41653147.620960
  nChanged 1608
		SP:Iteration 38Q (70340.750000 sec): 3 clusters
  Score: Raw -41657458.488741 + Penalty 4146.876986 = -41653311.611755
  nChanged 1617
		SP:Iteration 39Q (70342.170000 sec): 3 clusters
  Score: Raw -41657627.601888 + Penalty 4146.876986 = -41653480.724902
  nChanged 1587
		SP:Iteration 40F (70343.850000 sec): 3 clusters
  Score: Raw -41657787.880471 + Penalty 4146.876986 = -41653641.003485
  nChanged 1564
		SP:Iteration 41Q (70345.590000 sec): 3 clusters
  Score: Raw -41657957.633883 + Penalty 4146.876986 = -41653810.756897
  nChanged 1655
		SP:Iteration 42Q (70347.030000 sec): 3 clusters
  Score: Raw -41658140.564859 + Penalty 4146.876986 = -41653993.687873
  nChanged 1695
		SP:Iteration 43Q (70348.570000 sec): 3 clusters
  Score: Raw -41658336.879213 + Penalty 4146.876986 = -41654190.002227
  nChanged 1737
		SP:Iteration 44Q (70350.160000 sec): 3 clusters
  Score: Raw -41658546.941033 + Penalty 4146.876986 = -41654400.064047
  nChanged 1784
		SP:Iteration 45Q (70351.790000 sec): 3 clusters
  Score: Raw -41658771.797197 + Penalty 4146.876986 = -41654624.920211
  nChanged 1794
		SP:Iteration 46Q (70353.340000 sec): 3 clusters
  Score: Raw -41658994.596210 + Penalty 4146.876986 = -41654847.719224
  nChanged 1815
		SP:Iteration 47Q (70354.870000 sec): 3 clusters
  Score: Raw -41659228.083702 + Penalty 4146.876986 = -41655081.206716
  nChanged 1892
		SP:Iteration 48Q (70356.430000 sec): 3 clusters
  Score: Raw -41659483.299449 + Penalty 4146.876986 = -41655336.422463
  nChanged 1903
		SP:Iteration 49Q (70357.980000 sec): 3 clusters
  Score: Raw -41659747.612324 + Penalty 4146.876986 = -41655600.735338
  nChanged 1951
		SP:Iteration 50Q (70359.550000 sec): 3 clusters
  Score: Raw -41660034.344966 + Penalty 4146.876986 = -41655887.467980
  nChanged 2033
		SP:Iteration 51Q (70361.050000 sec): 3 clusters
  Score: Raw -41660353.254398 + Penalty 4146.876986 = -41656206.377412
  nChanged 2100
		SP:Iteration 52Q (70362.500000 sec): 3 clusters
  Score: Raw -41660688.588511 + Penalty 4146.876986 = -41656541.711525
  nChanged 2112
		SP:Iteration 53Q (70364.010000 sec): 3 clusters
  Score: Raw -41661038.905265 + Penalty 4146.876986 = -41656892.028279
  nChanged 2139
		SP:Iteration 54Q (70365.530000 sec): 3 clusters
  Score: Raw -41661410.298005 + Penalty 4146.876986 = -41657263.421019
  nChanged 2173
		SP:Iteration 55Q (70367.000000 sec): 3 clusters
  Score: Raw -41661800.200872 + Penalty 4146.876986 = -41657653.323886
  nChanged 2304
		SP:Iteration 56Q (70368.460000 sec): 3 clusters
  Score: Raw -41662252.046596 + Penalty 4146.876986 = -41658105.169610
  nChanged 2426
		SP:Iteration 57Q (70370.050000 sec): 3 clusters
  Score: Raw -41662764.120794 + Penalty 4146.876986 = -41658617.243808
  nChanged 2525
		SP:Iteration 58Q (70371.550000 sec): 3 clusters
  Score: Raw -41663323.722377 + Penalty 4146.876986 = -41659176.845391
  nChanged 2534
		SP:Iteration 59Q (70373.080000 sec): 3 clusters
  Score: Raw -41663899.146235 + Penalty 4146.876986 = -41659752.269249
  nChanged 2516
		SP:Iteration 60F (70374.830000 sec): 3 clusters
  Score: Raw -41664488.780492 + Penalty 4146.876986 = -41660341.903506
  nChanged 2549
		SP:Iteration 61Q (70376.320000 sec): 3 clusters
  Score: Raw -41665116.403413 + Penalty 4146.876986 = -41660969.526427
  nChanged 2602
		SP:Iteration 62Q (70377.850000 sec): 3 clusters
  Score: Raw -41665810.712223 + Penalty 4146.876986 = -41661663.835237
  nChanged 2685
		SP:Iteration 63Q (70379.420000 sec): 3 clusters
  Score: Raw -41666601.771566 + Penalty 4146.876986 = -41662454.894580
  nChanged 2769
		SP:Iteration 64Q (70381.060000 sec): 3 clusters
  Score: Raw -41667485.967058 + Penalty 4146.876986 = -41663339.090072
  nChanged 2842
		SP:Iteration 65Q (70382.930000 sec): 3 clusters
  Score: Raw -41668451.008920 + Penalty 4146.876986 = -41664304.131934
  nChanged 2764
		SP:Iteration 66Q (70384.530000 sec): 3 clusters
  Score: Raw -41669429.402631 + Penalty 4146.876986 = -41665282.525645
  nChanged 2662
		SP:Iteration 67Q (70386.700000 sec): 3 clusters
  Score: Raw -41670396.729691 + Penalty 4146.876986 = -41666249.852705
  nChanged 2547
		SP:Iteration 68Q (70388.410000 sec): 3 clusters
  Score: Raw -41671333.246592 + Penalty 4146.876986 = -41667186.369606
  nChanged 2393
		SP:Iteration 69Q (70389.930000 sec): 3 clusters
  Score: Raw -41672278.957850 + Penalty 4146.876986 = -41668132.080864
  nChanged 2354
		SP:Iteration 70Q (70391.340000 sec): 3 clusters
  Score: Raw -41673247.261264 + Penalty 4146.876986 = -41669100.384278
  nChanged 2156
		SP:Iteration 71Q (70392.800000 sec): 3 clusters
  Score: Raw -41674150.724383 + Penalty 4146.876986 = -41670003.847397
  nChanged 1845
		SP:Iteration 72Q (70394.240000 sec): 3 clusters
  Score: Raw -41674929.604118 + Penalty 4146.876986 = -41670782.727132
  nChanged 1604
		SP:Iteration 73Q (70395.620000 sec): 3 clusters
  Score: Raw -41675599.249260 + Penalty 4146.876986 = -41671452.372274
  nChanged 1394
		SP:Iteration 74Q (70397.200000 sec): 3 clusters
  Score: Raw -41676170.757587 + Penalty 4146.876986 = -41672023.880601
  nChanged 1197
		SP:Iteration 75Q (70398.760000 sec): 3 clusters
  Score: Raw -41676636.886825 + Penalty 4146.876986 = -41672490.009840
  nChanged 1009
		SP:Iteration 76Q (70400.170000 sec): 3 clusters
  Score: Raw -41677040.859406 + Penalty 4146.876986 = -41672893.982420
  nChanged 873
		SP:Iteration 77Q (70401.480000 sec): 3 clusters
  Score: Raw -41677387.119204 + Penalty 4146.876986 = -41673240.242218
  nChanged 738
		SP:Iteration 78Q (70402.910000 sec): 3 clusters
  Score: Raw -41677665.012573 + Penalty 4146.876986 = -41673518.135587
  nChanged 630
		SP:Iteration 79Q (70404.510000 sec): 3 clusters
  Score: Raw -41677892.755307 + Penalty 4146.876986 = -41673745.878321
  nChanged 514
		SP:Iteration 80F (70406.100000 sec): 3 clusters
  Score: Raw -41678053.047020 + Penalty 4146.876986 = -41673906.170034
  nChanged 435
		SP:Iteration 81Q (70407.600000 sec): 3 clusters
  Score: Raw -41678193.258105 + Penalty 4146.876986 = -41674046.381119
  nChanged 402
		SP:Iteration 82Q (70409.100000 sec): 3 clusters
  Score: Raw -41678315.562197 + Penalty 4146.876986 = -41674168.685211
  nChanged 336
		SP:Iteration 83Q (70410.640000 sec): 3 clusters
  Score: Raw -41678408.165212 + Penalty 4146.876986 = -41674261.288226
  nChanged 246
		SP:Iteration 84Q (70412.010000 sec): 3 clusters
  Score: Raw -41678469.315213 + Penalty 4146.876986 = -41674322.438227
  nChanged 233
		SP:Iteration 85Q (70413.570000 sec): 3 clusters
  Score: Raw -41678523.580042 + Penalty 4146.876986 = -41674376.703056
  nChanged 182
		SP:Iteration 86Q (70415.070000 sec): 3 clusters
  Score: Raw -41678562.992511 + Penalty 4146.876986 = -41674416.115525
  nChanged 147
		SP:Iteration 87Q (70416.460000 sec): 3 clusters
  Score: Raw -41678593.247476 + Penalty 4146.876986 = -41674446.370490
  nChanged 123
		SP:Iteration 88Q (70417.870000 sec): 3 clusters
  Score: Raw -41678618.816459 + Penalty 4146.876986 = -41674471.939473
  nChanged 126
		SP:Iteration 89Q (70419.330000 sec): 3 clusters
  Score: Raw -41678644.471522 + Penalty 4146.876986 = -41674497.594536
  nChanged 116
		SP:Iteration 90Q (70420.850000 sec): 3 clusters
  Score: Raw -41678668.278729 + Penalty 4146.876986 = -41674521.401743
  nChanged 111
		SP:Iteration 91Q (70422.370000 sec): 3 clusters
  Score: Raw -41678690.102150 + Penalty 4146.876986 = -41674543.225164
  nChanged 103
		SP:Iteration 92Q (70423.800000 sec): 3 clusters
  Score: Raw -41678707.530488 + Penalty 4146.876986 = -41674560.653502
  nChanged 68
		SP:Iteration 93Q (70425.300000 sec): 3 clusters
  Score: Raw -41678717.850390 + Penalty 4146.876986 = -41674570.973404
  nChanged 57
		SP:Iteration 94Q (70426.690000 sec): 3 clusters
  Score: Raw -41678727.216908 + Penalty 4146.876986 = -41674580.339922
  nChanged 49
		SP:Iteration 95Q (70428.120000 sec): 3 clusters
  Score: Raw -41678735.396054 + Penalty 4146.876986 = -41674588.519068
  nChanged 53
		SP:Iteration 96Q (70429.760000 sec): 3 clusters
  Score: Raw -41678744.805379 + Penalty 4146.876986 = -41674597.928393
  nChanged 49
		SP:Iteration 97Q (70431.220000 sec): 3 clusters
  Score: Raw -41678752.862708 + Penalty 4146.876986 = -41674605.985722
  nChanged 42
		SP:Iteration 98Q (70432.720000 sec): 3 clusters
  Score: Raw -41678759.663025 + Penalty 4146.876986 = -41674612.786039
  nChanged 52
		SP:Iteration 99Q (70434.250000 sec): 3 clusters
  Score: Raw -41678767.879521 + Penalty 4146.876986 = -41674621.002535
  nChanged 48
		SP:Iteration 100F (70435.770000 sec): 3 clusters
  Score: Raw -41678774.227651 + Penalty 4146.876986 = -41674627.350665
  nChanged 45
		SP:Iteration 101Q (70437.280000 sec): 3 clusters
  Score: Raw -41678779.823281 + Penalty 4146.876986 = -41674632.946295
  nChanged 31
		SP:Iteration 102Q (70438.840000 sec): 3 clusters
  Score: Raw -41678783.559870 + Penalty 4146.876986 = -41674636.682884
  nChanged 32
		SP:Iteration 103Q (70440.250000 sec): 3 clusters
  Score: Raw -41678788.121635 + Penalty 4146.876986 = -41674641.244649
  nChanged 33
		SP:Iteration 104Q (70441.570000 sec): 3 clusters
  Score: Raw -41678792.274711 + Penalty 4146.876986 = -41674645.397725
  nChanged 25
		SP:Iteration 105Q (70443.530000 sec): 3 clusters
  Score: Raw -41678795.610574 + Penalty 4146.876986 = -41674648.733588
  nChanged 33
		SP:Iteration 106Q (70445.670000 sec): 3 clusters
  Score: Raw -41678799.726732 + Penalty 4146.876986 = -41674652.849746
  nChanged 24
		SP:Iteration 107Q (70447.470000 sec): 3 clusters
  Score: Raw -41678803.225136 + Penalty 4146.876986 = -41674656.348150
  nChanged 27
		SP:Iteration 108Q (70449.140000 sec): 3 clusters
  Score: Raw -41678806.018754 + Penalty 4146.876986 = -41674659.141768
  nChanged 10
		SP:Iteration 109Q (70450.680000 sec): 3 clusters
  Score: Raw -41678806.751437 + Penalty 4146.876986 = -41674659.874451
  nChanged 8
		SP:Iteration 110Q (70452.160000 sec): 3 clusters
  Score: Raw -41678807.652002 + Penalty 4146.876986 = -41674660.775016
  nChanged 7
		SP:Iteration 111Q (70453.610000 sec): 3 clusters
  Score: Raw -41678808.389249 + Penalty 4146.876986 = -41674661.512263
  nChanged 11
		SP:Iteration 112Q (70455.020000 sec): 3 clusters
  Score: Raw -41678809.743304 + Penalty 4146.876986 = -41674662.866318
  nChanged 15
		SP:Iteration 113Q (70456.620000 sec): 3 clusters
  Score: Raw -41678811.740291 + Penalty 4146.876986 = -41674664.863305
  nChanged 17
		SP:Iteration 114Q (70457.980000 sec): 3 clusters
  Score: Raw -41678813.505570 + Penalty 4146.876986 = -41674666.628584
  nChanged 12
		SP:Iteration 115Q (70459.230000 sec): 3 clusters
  Score: Raw -41678814.603624 + Penalty 4146.876986 = -41674667.726638
  nChanged 9
		SP:Iteration 116Q (70460.620000 sec): 3 clusters
  Score: Raw -41678815.439440 + Penalty 4146.876986 = -41674668.562454
  nChanged 7
		SP:Iteration 117Q (70461.890000 sec): 3 clusters
  Score: Raw -41678816.091487 + Penalty 4146.876986 = -41674669.214501
  nChanged 4
		SP:Iteration 118Q (70463.200000 sec): 3 clusters
  Score: Raw -41678816.283136 + Penalty 4146.876986 = -41674669.406150
  nChanged 2
		SP:Iteration 119Q (70464.500000 sec): 3 clusters
  Score: Raw -41678816.373077 + Penalty 4146.876986 = -41674669.496092
  nChanged 2
		SP:Iteration 120F (70466.020000 sec): 3 clusters
  Score: Raw -41678816.534139 + Penalty 4146.876986 = -41674669.657153
  nChanged 1
		SP:Iteration 121Q (70467.380000 sec): 3 clusters
  Score: Raw -41678816.594289 + Penalty 4146.876986 = -41674669.717303
  nChanged 2
		SP:Iteration 122Q (70468.770000 sec): 3 clusters
  Score: Raw -41678816.833887 + Penalty 4146.876986 = -41674669.956901
  nChanged 2
		SP:Iteration 123Q (70470.200000 sec): 3 clusters
  Score: Raw -41678817.105405 + Penalty 4146.876986 = -41674670.228419
  nChanged 4
		SP:Iteration 124Q (70471.670000 sec): 3 clusters
  Score: Raw -41678817.677296 + Penalty 4146.876986 = -41674670.800310
  nChanged 6
		SP:Iteration 125Q (70473.060000 sec): 3 clusters
  Score: Raw -41678818.296932 + Penalty 4146.876986 = -41674671.419946
  nChanged 5
		SP:Iteration 126Q (70474.430000 sec): 3 clusters
  Score: Raw -41678818.580316 + Penalty 4146.876986 = -41674671.703330
  nChanged 7
		SP:Iteration 127Q (70475.830000 sec): 3 clusters
  Score: Raw -41678819.188244 + Penalty 4146.876986 = -41674672.311258
  nChanged 5
		SP:Iteration 128Q (70477.320000 sec): 3 clusters
  Score: Raw -41678819.845010 + Penalty 4146.876986 = -41674672.968024
  nChanged 6
		SP:Iteration 129Q (70478.760000 sec): 3 clusters
  Score: Raw -41678820.446964 + Penalty 4146.876986 = -41674673.569978
  nChanged 5
		SP:Iteration 130Q (70480.250000 sec): 3 clusters
  Score: Raw -41678821.222716 + Penalty 4146.876986 = -41674674.345730
  nChanged 6
		SP:Iteration 131Q (70481.710000 sec): 3 clusters
  Score: Raw -41678821.806519 + Penalty 4146.876986 = -41674674.929533
  nChanged 6
		SP:Iteration 132Q (70483.120000 sec): 3 clusters
  Score: Raw -41678822.487181 + Penalty 4146.876986 = -41674675.610195
  nChanged 5
		SP:Iteration 133Q (70484.570000 sec): 3 clusters
  Score: Raw -41678822.879820 + Penalty 4146.876986 = -41674676.002834
  nChanged 5
		SP:Iteration 134Q (70485.940000 sec): 3 clusters
  Score: Raw -41678823.071453 + Penalty 4146.876986 = -41674676.194467
  nChanged 2
		SP:Iteration 135Q (70487.530000 sec): 3 clusters
  Score: Raw -41678823.134013 + Penalty 4146.876986 = -41674676.257027
  nChanged 1
		SP:Iteration 136Q (70488.930000 sec): 3 clusters
  Score: Raw -41678823.151292 + Penalty 4146.876986 = -41674676.274306
  nChanged 0
		SP:Iteration 137F (70490.570000 sec): 3 clusters
  Score: Raw -41678823.151292 + Penalty 4146.876986 = -41674676.274306
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (14321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70490.830000 sec): 2 clusters
  Score: Raw -1715742.437436 + Penalty 1555.040869 = -1714187.396567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70491.110000 sec): 3 clusters
  Score: Raw -1707331.221415 + Penalty 3110.081738 = -1704221.139677
  nChanged 6347
		SP:Iteration 1F (70491.350000 sec): 3 clusters
  Score: Raw -1710807.316703 + Penalty 3110.081738 = -1707697.234966
  nChanged 848
		SP:Iteration 2F (70491.590000 sec): 3 clusters
  Score: Raw -1711154.080453 + Penalty 3110.081738 = -1708043.998715
  nChanged 690
		SP:Iteration 3Q (70491.840000 sec): 3 clusters
  Score: Raw -1711426.290448 + Penalty 3110.081738 = -1708316.208710
  nChanged 609
		SP:Iteration 4Q (70492.070000 sec): 3 clusters
  Score: Raw -1711659.845238 + Penalty 3110.081738 = -1708549.763500
  nChanged 595
		SP:Iteration 5Q (70492.300000 sec): 3 clusters
  Score: Raw -1711944.057447 + Penalty 3110.081738 = -1708833.975709
  nChanged 607
		SP:Iteration 6Q (70492.530000 sec): 3 clusters
  Score: Raw -1712235.498520 + Penalty 3110.081738 = -1709125.416782
  nChanged 591
		SP:Iteration 7Q (70492.830000 sec): 3 clusters
  Score: Raw -1712465.995079 + Penalty 3110.081738 = -1709355.913341
  nChanged 509
		SP:Iteration 8Q (70493.100000 sec): 3 clusters
  Score: Raw -1712675.427355 + Penalty 3110.081738 = -1709565.345618
  nChanged 501
		SP:Iteration 9Q (70493.330000 sec): 3 clusters
  Score: Raw -1712894.736530 + Penalty 3110.081738 = -1709784.654793
  nChanged 486
		SP:Iteration 10Q (70493.600000 sec): 3 clusters
  Score: Raw -1713079.207543 + Penalty 3110.081738 = -1709969.125805
  nChanged 421
		SP:Iteration 11Q (70493.830000 sec): 3 clusters
  Score: Raw -1713224.173631 + Penalty 3110.081738 = -1710114.091893
  nChanged 356
		SP:Iteration 12Q (70494.060000 sec): 3 clusters
  Score: Raw -1713343.200823 + Penalty 3110.081738 = -1710233.119085
  nChanged 346
		SP:Iteration 13Q (70494.320000 sec): 3 clusters
  Score: Raw -1713443.609365 + Penalty 3110.081738 = -1710333.527627
  nChanged 300
		SP:Iteration 14Q (70494.630000 sec): 3 clusters
  Score: Raw -1713526.851373 + Penalty 3110.081738 = -1710416.769635
  nChanged 273
		SP:Iteration 15Q (70494.880000 sec): 3 clusters
  Score: Raw -1713614.008691 + Penalty 3110.081738 = -1710503.926953
  nChanged 294
		SP:Iteration 16Q (70495.140000 sec): 3 clusters
  Score: Raw -1713713.920489 + Penalty 3110.081738 = -1710603.838751
  nChanged 310
		SP:Iteration 17Q (70495.410000 sec): 3 clusters
  Score: Raw -1713821.722055 + Penalty 3110.081738 = -1710711.640317
  nChanged 293
		SP:Iteration 18Q (70495.630000 sec): 3 clusters
  Score: Raw -1713919.645450 + Penalty 3110.081738 = -1710809.563712
  nChanged 303
		SP:Iteration 19Q (70495.870000 sec): 3 clusters
  Score: Raw -1714019.341940 + Penalty 3110.081738 = -1710909.260202
  nChanged 302
		SP:Iteration 20F (70496.140000 sec): 3 clusters
  Score: Raw -1714117.601430 + Penalty 3110.081738 = -1711007.519692
  nChanged 254
		SP:Iteration 21Q (70496.370000 sec): 3 clusters
  Score: Raw -1714201.858765 + Penalty 3110.081738 = -1711091.777027
  nChanged 235
		SP:Iteration 22Q (70496.580000 sec): 3 clusters
  Score: Raw -1714272.906654 + Penalty 3110.081738 = -1711162.824916
  nChanged 216
		SP:Iteration 23Q (70496.880000 sec): 3 clusters
  Score: Raw -1714342.107151 + Penalty 3110.081738 = -1711232.025413
  nChanged 213
		SP:Iteration 24Q (70497.130000 sec): 3 clusters
  Score: Raw -1714411.713824 + Penalty 3110.081738 = -1711301.632086
  nChanged 206
		SP:Iteration 25Q (70497.440000 sec): 3 clusters
  Score: Raw -1714490.232427 + Penalty 3110.081738 = -1711380.150689
  nChanged 218
		SP:Iteration 26Q (70497.670000 sec): 3 clusters
  Score: Raw -1714578.801668 + Penalty 3110.081738 = -1711468.719930
  nChanged 215
		SP:Iteration 27Q (70497.910000 sec): 3 clusters
  Score: Raw -1714667.448112 + Penalty 3110.081738 = -1711557.366374
  nChanged 238
		SP:Iteration 28Q (70498.140000 sec): 3 clusters
  Score: Raw -1714773.358315 + Penalty 3110.081738 = -1711663.276577
  nChanged 229
		SP:Iteration 29Q (70498.390000 sec): 3 clusters
  Score: Raw -1714882.042134 + Penalty 3110.081738 = -1711771.960396
  nChanged 236
		SP:Iteration 30Q (70498.660000 sec): 3 clusters
  Score: Raw -1714984.886000 + Penalty 3110.081738 = -1711874.804262
  nChanged 221
		SP:Iteration 31Q (70498.880000 sec): 3 clusters
  Score: Raw -1715083.610934 + Penalty 3110.081738 = -1711973.529196
  nChanged 227
		SP:Iteration 32Q (70499.100000 sec): 3 clusters
  Score: Raw -1715198.257152 + Penalty 3110.081738 = -1712088.175414
  nChanged 211
		SP:Iteration 33Q (70499.350000 sec): 3 clusters
  Score: Raw -1715296.607884 + Penalty 3110.081738 = -1712186.526146
  nChanged 201
		SP:Iteration 34Q (70499.540000 sec): 3 clusters
  Score: Raw -1715396.911768 + Penalty 3110.081738 = -1712286.830030
  nChanged 195
		SP:Iteration 35Q (70499.760000 sec): 3 clusters
  Score: Raw -1715500.895724 + Penalty 3110.081738 = -1712390.813986
  nChanged 194
		SP:Iteration 36Q (70499.990000 sec): 3 clusters
  Score: Raw -1715594.929856 + Penalty 3110.081738 = -1712484.848118
  nChanged 161
		SP:Iteration 37Q (70500.210000 sec): 3 clusters
  Score: Raw -1715666.932424 + Penalty 3110.081738 = -1712556.850686
  nChanged 167
		SP:Iteration 38Q (70500.400000 sec): 3 clusters
  Score: Raw -1715746.683088 + Penalty 3110.081738 = -1712636.601350
  nChanged 149
		SP:Iteration 39Q (70500.660000 sec): 3 clusters
  Score: Raw -1715816.299381 + Penalty 3110.081738 = -1712706.217643
  nChanged 129
		SP:Iteration 40F (70500.920000 sec): 3 clusters
  Score: Raw -1715871.035686 + Penalty 3110.081738 = -1712760.953948
  nChanged 125
		SP:Iteration 41Q (70501.130000 sec): 3 clusters
  Score: Raw -1715918.075519 + Penalty 3110.081738 = -1712807.993781
  nChanged 108
		SP:Iteration 42Q (70501.350000 sec): 3 clusters
  Score: Raw -1715958.118854 + Penalty 3110.081738 = -1712848.037116
  nChanged 96
		SP:Iteration 43Q (70501.550000 sec): 3 clusters
  Score: Raw -1715987.205050 + Penalty 3110.081738 = -1712877.123312
  nChanged 77
		SP:Iteration 44Q (70501.760000 sec): 3 clusters
  Score: Raw -1716008.257408 + Penalty 3110.081738 = -1712898.175670
  nChanged 65
		SP:Iteration 45Q (70502.020000 sec): 3 clusters
  Score: Raw -1716022.903104 + Penalty 3110.081738 = -1712912.821366
  nChanged 51
		SP:Iteration 46Q (70502.200000 sec): 3 clusters
  Score: Raw -1716036.170517 + Penalty 3110.081738 = -1712926.088779
  nChanged 59
		SP:Iteration 47Q (70502.480000 sec): 3 clusters
  Score: Raw -1716051.047493 + Penalty 3110.081738 = -1712940.965755
  nChanged 54
		SP:Iteration 48Q (70502.650000 sec): 3 clusters
  Score: Raw -1716066.290501 + Penalty 3110.081738 = -1712956.208763
  nChanged 53
		SP:Iteration 49Q (70502.880000 sec): 3 clusters
  Score: Raw -1716082.616511 + Penalty 3110.081738 = -1712972.534773
  nChanged 56
		SP:Iteration 50Q (70503.160000 sec): 3 clusters
  Score: Raw -1716096.458400 + Penalty 3110.081738 = -1712986.376662
  nChanged 42
		SP:Iteration 51Q (70503.380000 sec): 3 clusters
  Score: Raw -1716106.281160 + Penalty 3110.081738 = -1712996.199422
  nChanged 36
		SP:Iteration 52Q (70503.580000 sec): 3 clusters
  Score: Raw -1716115.844230 + Penalty 3110.081738 = -1713005.762492
  nChanged 39
		SP:Iteration 53Q (70503.830000 sec): 3 clusters
  Score: Raw -1716127.777562 + Penalty 3110.081738 = -1713017.695824
  nChanged 33
		SP:Iteration 54Q (70504.050000 sec): 3 clusters
  Score: Raw -1716135.573417 + Penalty 3110.081738 = -1713025.491679
  nChanged 31
		SP:Iteration 55Q (70504.240000 sec): 3 clusters
  Score: Raw -1716141.454161 + Penalty 3110.081738 = -1713031.372423
  nChanged 23
		SP:Iteration 56Q (70504.470000 sec): 3 clusters
  Score: Raw -1716147.564351 + Penalty 3110.081738 = -1713037.482613
  nChanged 28
		SP:Iteration 57Q (70504.710000 sec): 3 clusters
  Score: Raw -1716154.226017 + Penalty 3110.081738 = -1713044.144280
  nChanged 24
		SP:Iteration 58Q (70504.930000 sec): 3 clusters
  Score: Raw -1716160.028457 + Penalty 3110.081738 = -1713049.946719
  nChanged 20
		SP:Iteration 59Q (70505.150000 sec): 3 clusters
  Score: Raw -1716163.369440 + Penalty 3110.081738 = -1713053.287702
  nChanged 18
		SP:Iteration 60F (70505.320000 sec): 3 clusters
  Score: Raw -1716166.260390 + Penalty 3110.081738 = -1713056.178652
  nChanged 14
		SP:Iteration 61Q (70505.570000 sec): 3 clusters
  Score: Raw -1716168.152186 + Penalty 3110.081738 = -1713058.070448
  nChanged 16
		SP:Iteration 62Q (70505.780000 sec): 3 clusters
  Score: Raw -1716171.052512 + Penalty 3110.081738 = -1713060.970774
  nChanged 18
		SP:Iteration 63Q (70506.010000 sec): 3 clusters
  Score: Raw -1716174.193868 + Penalty 3110.081738 = -1713064.112130
  nChanged 20
		SP:Iteration 64Q (70506.190000 sec): 3 clusters
  Score: Raw -1716178.219300 + Penalty 3110.081738 = -1713068.137562
  nChanged 28
		SP:Iteration 65Q (70506.410000 sec): 3 clusters
  Score: Raw -1716184.020443 + Penalty 3110.081738 = -1713073.938705
  nChanged 26
		SP:Iteration 66Q (70506.590000 sec): 3 clusters
  Score: Raw -1716189.863534 + Penalty 3110.081738 = -1713079.781796
  nChanged 21
		SP:Iteration 67Q (70506.840000 sec): 3 clusters
  Score: Raw -1716194.274328 + Penalty 3110.081738 = -1713084.192591
  nChanged 19
		SP:Iteration 68Q (70507.040000 sec): 3 clusters
  Score: Raw -1716199.157597 + Penalty 3110.081738 = -1713089.075860
  nChanged 28
		SP:Iteration 69Q (70507.280000 sec): 3 clusters
  Score: Raw -1716207.104435 + Penalty 3110.081738 = -1713097.022697
  nChanged 28
		SP:Iteration 70Q (70507.510000 sec): 3 clusters
  Score: Raw -1716213.513537 + Penalty 3110.081738 = -1713103.431799
  nChanged 28
		SP:Iteration 71Q (70507.750000 sec): 3 clusters
  Score: Raw -1716220.584733 + Penalty 3110.081738 = -1713110.502995
  nChanged 24
		SP:Iteration 72Q (70507.980000 sec): 3 clusters
  Score: Raw -1716225.531645 + Penalty 3110.081738 = -1713115.449907
  nChanged 19
		SP:Iteration 73Q (70508.210000 sec): 3 clusters
  Score: Raw -1716228.466664 + Penalty 3110.081738 = -1713118.384926
  nChanged 12
		SP:Iteration 74Q (70508.380000 sec): 3 clusters
  Score: Raw -1716230.738242 + Penalty 3110.081738 = -1713120.656504
  nChanged 13
		SP:Iteration 75Q (70508.680000 sec): 3 clusters
  Score: Raw -1716233.281260 + Penalty 3110.081738 = -1713123.199522
  nChanged 11
		SP:Iteration 76Q (70508.910000 sec): 3 clusters
  Score: Raw -1716235.252650 + Penalty 3110.081738 = -1713125.170913
  nChanged 12
		SP:Iteration 77Q (70509.160000 sec): 3 clusters
  Score: Raw -1716238.569508 + Penalty 3110.081738 = -1713128.487770
  nChanged 19
		SP:Iteration 78Q (70509.420000 sec): 3 clusters
  Score: Raw -1716244.097864 + Penalty 3110.081738 = -1713134.016126
  nChanged 20
		SP:Iteration 79Q (70509.680000 sec): 3 clusters
  Score: Raw -1716249.593166 + Penalty 3110.081738 = -1713139.511428
  nChanged 18
		SP:Iteration 80F (70509.940000 sec): 3 clusters
  Score: Raw -1716253.759078 + Penalty 3110.081738 = -1713143.677340
  nChanged 24
		SP:Iteration 81Q (70510.190000 sec): 3 clusters
  Score: Raw -1716259.566140 + Penalty 3110.081738 = -1713149.484402
  nChanged 20
		SP:Iteration 82Q (70510.410000 sec): 3 clusters
  Score: Raw -1716264.214959 + Penalty 3110.081738 = -1713154.133221
  nChanged 19
		SP:Iteration 83Q (70510.690000 sec): 3 clusters
  Score: Raw -1716268.749587 + Penalty 3110.081738 = -1713158.667849
  nChanged 14
		SP:Iteration 84Q (70510.920000 sec): 3 clusters
  Score: Raw -1716271.859668 + Penalty 3110.081738 = -1713161.777930
  nChanged 8
		SP:Iteration 85Q (70511.180000 sec): 3 clusters
  Score: Raw -1716273.193856 + Penalty 3110.081738 = -1713163.112118
  nChanged 6
		SP:Iteration 86Q (70511.380000 sec): 3 clusters
  Score: Raw -1716274.355409 + Penalty 3110.081738 = -1713164.273671
  nChanged 6
		SP:Iteration 87Q (70511.650000 sec): 3 clusters
  Score: Raw -1716276.334915 + Penalty 3110.081738 = -1713166.253177
  nChanged 9
		SP:Iteration 88Q (70511.890000 sec): 3 clusters
  Score: Raw -1716279.728453 + Penalty 3110.081738 = -1713169.646715
  nChanged 12
		SP:Iteration 89Q (70512.170000 sec): 3 clusters
  Score: Raw -1716282.399282 + Penalty 3110.081738 = -1713172.317544
  nChanged 13
		SP:Iteration 90Q (70512.420000 sec): 3 clusters
  Score: Raw -1716284.918833 + Penalty 3110.081738 = -1713174.837095
  nChanged 13
		SP:Iteration 91Q (70512.670000 sec): 3 clusters
  Score: Raw -1716288.227262 + Penalty 3110.081738 = -1713178.145524
  nChanged 8
		SP:Iteration 92Q (70512.910000 sec): 3 clusters
  Score: Raw -1716289.156420 + Penalty 3110.081738 = -1713179.074683
  nChanged 6
		SP:Iteration 93Q (70513.130000 sec): 3 clusters
  Score: Raw -1716290.264129 + Penalty 3110.081738 = -1713180.182391
  nChanged 5
		SP:Iteration 94Q (70513.340000 sec): 3 clusters
  Score: Raw -1716291.971708 + Penalty 3110.081738 = -1713181.889970
  nChanged 8
		SP:Iteration 95Q (70513.550000 sec): 3 clusters
  Score: Raw -1716293.010011 + Penalty 3110.081738 = -1713182.928273
  nChanged 6
		SP:Iteration 96Q (70513.800000 sec): 3 clusters
  Score: Raw -1716294.048757 + Penalty 3110.081738 = -1713183.967019
  nChanged 4
		SP:Iteration 97Q (70514.000000 sec): 3 clusters
  Score: Raw -1716295.192075 + Penalty 3110.081738 = -1713185.110338
  nChanged 4
		SP:Iteration 98Q (70514.290000 sec): 3 clusters
  Score: Raw -1716295.990190 + Penalty 3110.081738 = -1713185.908452
  nChanged 4
		SP:Iteration 99Q (70514.510000 sec): 3 clusters
  Score: Raw -1716297.268301 + Penalty 3110.081738 = -1713187.186563
  nChanged 8
		SP:Iteration 100F (70514.700000 sec): 3 clusters
  Score: Raw -1716299.884238 + Penalty 3110.081738 = -1713189.802500
  nChanged 11
		SP:Iteration 101Q (70514.900000 sec): 3 clusters
  Score: Raw -1716303.783190 + Penalty 3110.081738 = -1713193.701453
  nChanged 13
		SP:Iteration 102Q (70515.130000 sec): 3 clusters
  Score: Raw -1716306.880911 + Penalty 3110.081738 = -1713196.799173
  nChanged 6
		SP:Iteration 103Q (70515.380000 sec): 3 clusters
  Score: Raw -1716308.728326 + Penalty 3110.081738 = -1713198.646588
  nChanged 6
		SP:Iteration 104Q (70515.580000 sec): 3 clusters
  Score: Raw -1716309.771989 + Penalty 3110.081738 = -1713199.690251
  nChanged 4
		SP:Iteration 105Q (70515.780000 sec): 3 clusters
  Score: Raw -1716310.465569 + Penalty 3110.081738 = -1713200.383831
  nChanged 3
		SP:Iteration 106Q (70516.000000 sec): 3 clusters
  Score: Raw -1716310.662077 + Penalty 3110.081738 = -1713200.580339
  nChanged 2
		SP:Iteration 107Q (70516.280000 sec): 3 clusters
  Score: Raw -1716310.857931 + Penalty 3110.081738 = -1713200.776193
  nChanged 0
		SP:Iteration 108F (70516.560000 sec): 3 clusters
  Score: Raw -1716310.857931 + Penalty 3110.081738 = -1713200.776193
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (9491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70516.680000 sec): 2 clusters
  Score: Raw -1247302.170978 + Penalty 1488.191130 = -1245813.979848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70516.900000 sec): 3 clusters
  Score: Raw -1241931.140167 + Penalty 2976.382260 = -1238954.757907
  nChanged 4045
		SP:Iteration 1F (70517.140000 sec): 3 clusters
  Score: Raw -1243990.219076 + Penalty 2976.382260 = -1241013.836816
  nChanged 545
		SP:Iteration 2F (70517.350000 sec): 3 clusters
  Score: Raw -1244191.485391 + Penalty 2976.382260 = -1241215.103132
  nChanged 421
		SP:Iteration 3Q (70517.560000 sec): 3 clusters
  Score: Raw -1244345.336816 + Penalty 2976.382260 = -1241368.954556
  nChanged 358
		SP:Iteration 4Q (70517.780000 sec): 3 clusters
  Score: Raw -1244471.251491 + Penalty 2976.382260 = -1241494.869232
  nChanged 325
		SP:Iteration 5Q (70518.040000 sec): 3 clusters
  Score: Raw -1244580.570686 + Penalty 2976.382260 = -1241604.188427
  nChanged 280
		SP:Iteration 6Q (70518.240000 sec): 3 clusters
  Score: Raw -1244677.287840 + Penalty 2976.382260 = -1241700.905581
  nChanged 274
		SP:Iteration 7Q (70518.490000 sec): 3 clusters
  Score: Raw -1244777.954125 + Penalty 2976.382260 = -1241801.571865
  nChanged 281
		SP:Iteration 8Q (70518.710000 sec): 3 clusters
  Score: Raw -1244893.426860 + Penalty 2976.382260 = -1241917.044601
  nChanged 308
		SP:Iteration 9Q (70518.920000 sec): 3 clusters
  Score: Raw -1245031.243607 + Penalty 2976.382260 = -1242054.861347
  nChanged 341
		SP:Iteration 10Q (70519.190000 sec): 3 clusters
  Score: Raw -1245201.307426 + Penalty 2976.382260 = -1242224.925166
  nChanged 394
		SP:Iteration 11Q (70519.440000 sec): 3 clusters
  Score: Raw -1245456.475086 + Penalty 2976.382260 = -1242480.092827
  nChanged 462
		SP:Iteration 12Q (70519.710000 sec): 3 clusters
  Score: Raw -1245773.844658 + Penalty 2976.382260 = -1242797.462398
  nChanged 452
		SP:Iteration 13Q (70519.960000 sec): 3 clusters
  Score: Raw -1246134.509372 + Penalty 2976.382260 = -1243158.127113
  nChanged 422
		SP:Iteration 14Q (70520.170000 sec): 3 clusters
  Score: Raw -1246502.456712 + Penalty 2976.382260 = -1243526.074453
  nChanged 358
		SP:Iteration 15Q (70520.390000 sec): 3 clusters
  Score: Raw -1246823.068867 + Penalty 2976.382260 = -1243846.686607
  nChanged 256
		SP:Iteration 16Q (70520.620000 sec): 3 clusters
  Score: Raw -1247048.957601 + Penalty 2976.382260 = -1244072.575341
  nChanged 162
		SP:Iteration 17Q (70520.860000 sec): 3 clusters
  Score: Raw -1247191.845332 + Penalty 2976.382260 = -1244215.463072
  nChanged 93
		SP:Iteration 18Q (70521.100000 sec): 3 clusters
  Score: Raw -1247276.190852 + Penalty 2976.382260 = -1244299.808592
  nChanged 68
		SP:Iteration 19Q (70521.300000 sec): 3 clusters
  Score: Raw -1247337.091835 + Penalty 2976.382260 = -1244360.709575
  nChanged 43
		SP:Iteration 20F (70521.480000 sec): 3 clusters
  Score: Raw -1247375.877136 + Penalty 2976.382260 = -1244399.494877
  nChanged 25
		SP:Iteration 21Q (70521.740000 sec): 3 clusters
  Score: Raw -1247400.391517 + Penalty 2976.382260 = -1244424.009257
  nChanged 16
		SP:Iteration 22Q (70521.960000 sec): 3 clusters
  Score: Raw -1247419.061179 + Penalty 2976.382260 = -1244442.678920
  nChanged 16
		SP:Iteration 23Q (70522.160000 sec): 3 clusters
  Score: Raw -1247434.941548 + Penalty 2976.382260 = -1244458.559288
  nChanged 14
		SP:Iteration 24Q (70522.400000 sec): 3 clusters
  Score: Raw -1247449.228827 + Penalty 2976.382260 = -1244472.846568
  nChanged 9
		SP:Iteration 25Q (70522.640000 sec): 3 clusters
  Score: Raw -1247460.536259 + Penalty 2976.382260 = -1244484.153999
  nChanged 11
		SP:Iteration 26Q (70522.910000 sec): 3 clusters
  Score: Raw -1247472.513480 + Penalty 2976.382260 = -1244496.131221
  nChanged 4
		SP:Iteration 27Q (70523.120000 sec): 3 clusters
  Score: Raw -1247476.165685 + Penalty 2976.382260 = -1244499.783426
  nChanged 4
		SP:Iteration 28Q (70523.380000 sec): 3 clusters
  Score: Raw -1247480.627350 + Penalty 2976.382260 = -1244504.245090
  nChanged 2
		SP:Iteration 29Q (70523.610000 sec): 3 clusters
  Score: Raw -1247482.346000 + Penalty 2976.382260 = -1244505.963740
  nChanged 2
		SP:Iteration 30Q (70523.830000 sec): 3 clusters
  Score: Raw -1247485.050575 + Penalty 2976.382260 = -1244508.668316
  nChanged 2
		SP:Iteration 31Q (70524.050000 sec): 3 clusters
  Score: Raw -1247486.926779 + Penalty 2976.382260 = -1244510.544519
  nChanged 1
		SP:Iteration 32Q (70524.270000 sec): 3 clusters
  Score: Raw -1247487.901057 + Penalty 2976.382260 = -1244511.518798
  nChanged 1
		SP:Iteration 33Q (70524.470000 sec): 3 clusters
  Score: Raw -1247489.003860 + Penalty 2976.382260 = -1244512.621600
  nChanged 0
		SP:Iteration 34F (70524.730000 sec): 3 clusters
  Score: Raw -1247489.003860 + Penalty 2976.382260 = -1244512.621600
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70524.880000 sec): 2 clusters
  Score: Raw -1061836.898636 + Penalty 1476.589194 = -1060360.309442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70525.080000 sec): 3 clusters
  Score: Raw -1056895.236271 + Penalty 2953.178388 = -1053942.057883
  nChanged 3765
		SP:Iteration 1F (70525.300000 sec): 3 clusters
  Score: Raw -1058963.670793 + Penalty 2953.178388 = -1056010.492405
  nChanged 636
		SP:Iteration 2F (70525.490000 sec): 3 clusters
  Score: Raw -1059312.239447 + Penalty 2953.178388 = -1056359.061059
  nChanged 564
		SP:Iteration 3F (70525.740000 sec): 3 clusters
  Score: Raw -1059652.039273 + Penalty 2953.178388 = -1056698.860885
  nChanged 577
		SP:Iteration 4F (70525.990000 sec): 3 clusters
  Score: Raw -1060036.261743 + Penalty 2953.178388 = -1057083.083355
  nChanged 577
		SP:Iteration 5F (70526.240000 sec): 3 clusters
  Score: Raw -1060413.271899 + Penalty 2953.178388 = -1057460.093511
  nChanged 470
		SP:Iteration 6F (70526.490000 sec): 3 clusters
  Score: Raw -1060695.023064 + Penalty 2953.178388 = -1057741.844676
  nChanged 398
		SP:Iteration 7Q (70526.650000 sec): 3 clusters
  Score: Raw -1060931.705157 + Penalty 2953.178388 = -1057978.526769
  nChanged 356
		SP:Iteration 8Q (70526.860000 sec): 3 clusters
  Score: Raw -1061146.804213 + Penalty 2953.178388 = -1058193.625826
  nChanged 311
		SP:Iteration 9Q (70527.100000 sec): 3 clusters
  Score: Raw -1061364.333107 + Penalty 2953.178388 = -1058411.154719
  nChanged 300
		SP:Iteration 10Q (70527.350000 sec): 3 clusters
  Score: Raw -1061569.813924 + Penalty 2953.178388 = -1058616.635536
  nChanged 242
		SP:Iteration 11Q (70527.570000 sec): 3 clusters
  Score: Raw -1061741.412503 + Penalty 2953.178388 = -1058788.234116
  nChanged 175
		SP:Iteration 12Q (70527.770000 sec): 3 clusters
  Score: Raw -1061876.567538 + Penalty 2953.178388 = -1058923.389150
  nChanged 143
		SP:Iteration 13Q (70528.060000 sec): 3 clusters
  Score: Raw -1061982.409499 + Penalty 2953.178388 = -1059029.231112
  nChanged 119
		SP:Iteration 14Q (70528.270000 sec): 3 clusters
  Score: Raw -1062062.513286 + Penalty 2953.178388 = -1059109.334898
  nChanged 98
		SP:Iteration 15Q (70528.470000 sec): 3 clusters
  Score: Raw -1062129.478504 + Penalty 2953.178388 = -1059176.300116
  nChanged 69
		SP:Iteration 16Q (70528.700000 sec): 3 clusters
  Score: Raw -1062185.089263 + Penalty 2953.178388 = -1059231.910875
  nChanged 64
		SP:Iteration 17Q (70528.930000 sec): 3 clusters
  Score: Raw -1062229.678363 + Penalty 2953.178388 = -1059276.499975
  nChanged 44
		SP:Iteration 18Q (70529.170000 sec): 3 clusters
  Score: Raw -1062255.971277 + Penalty 2953.178388 = -1059302.792889
  nChanged 32
		SP:Iteration 19Q (70529.350000 sec): 3 clusters
  Score: Raw -1062274.772693 + Penalty 2953.178388 = -1059321.594305
  nChanged 23
		SP:Iteration 20F (70529.540000 sec): 3 clusters
  Score: Raw -1062286.367766 + Penalty 2953.178388 = -1059333.189378
  nChanged 20
		SP:Iteration 21Q (70529.770000 sec): 3 clusters
  Score: Raw -1062295.763997 + Penalty 2953.178388 = -1059342.585609
  nChanged 20
		SP:Iteration 22Q (70529.980000 sec): 3 clusters
  Score: Raw -1062307.641864 + Penalty 2953.178388 = -1059354.463476
  nChanged 17
		SP:Iteration 23Q (70530.180000 sec): 3 clusters
  Score: Raw -1062315.721082 + Penalty 2953.178388 = -1059362.542695
  nChanged 13
		SP:Iteration 24Q (70530.360000 sec): 3 clusters
  Score: Raw -1062321.177626 + Penalty 2953.178388 = -1059367.999238
  nChanged 7
		SP:Iteration 25Q (70530.590000 sec): 3 clusters
  Score: Raw -1062325.233845 + Penalty 2953.178388 = -1059372.055458
  nChanged 6
		SP:Iteration 26Q (70530.830000 sec): 3 clusters
  Score: Raw -1062329.211043 + Penalty 2953.178388 = -1059376.032655
  nChanged 7
		SP:Iteration 27Q (70531.050000 sec): 3 clusters
  Score: Raw -1062331.452786 + Penalty 2953.178388 = -1059378.274399
  nChanged 5
		SP:Iteration 28Q (70531.250000 sec): 3 clusters
  Score: Raw -1062333.902834 + Penalty 2953.178388 = -1059380.724446
  nChanged 3
		SP:Iteration 29Q (70531.450000 sec): 3 clusters
  Score: Raw -1062335.070005 + Penalty 2953.178388 = -1059381.891618
  nChanged 1
		SP:Iteration 30Q (70531.690000 sec): 3 clusters
  Score: Raw -1062335.404552 + Penalty 2953.178388 = -1059382.226164
  nChanged 2
		SP:Iteration 31Q (70531.880000 sec): 3 clusters
  Score: Raw -1062336.092538 + Penalty 2953.178388 = -1059382.914150
  nChanged 1
		SP:Iteration 32Q (70532.110000 sec): 3 clusters
  Score: Raw -1062336.344709 + Penalty 2953.178388 = -1059383.166321
  nChanged 0
		SP:Iteration 33F (70532.310000 sec): 3 clusters
  Score: Raw -1062336.344709 + Penalty 2953.178388 = -1059383.166321
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (6234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70532.470000 sec): 2 clusters
  Score: Raw -711617.192475 + Penalty 1419.888187 = -710197.304287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70532.660000 sec): 3 clusters
  Score: Raw -708280.633549 + Penalty 2839.776375 = -705440.857174
  nChanged 2636
		SP:Iteration 1F (70532.890000 sec): 3 clusters
  Score: Raw -709964.256374 + Penalty 2839.776375 = -707124.479999
  nChanged 609
		SP:Iteration 2F (70533.100000 sec): 3 clusters
  Score: Raw -710701.859955 + Penalty 2839.776375 = -707862.083581
  nChanged 649
		SP:Iteration 3F (70533.340000 sec): 3 clusters
  Score: Raw -711448.501058 + Penalty 2839.776375 = -708608.724683
  nChanged 629
		SP:Iteration 4F (70533.530000 sec): 3 clusters
  Score: Raw -712225.004979 + Penalty 2839.776375 = -709385.228605
  nChanged 510
		SP:Iteration 5F (70533.750000 sec): 3 clusters
  Score: Raw -712774.467219 + Penalty 2839.776375 = -709934.690844
  nChanged 343
		SP:Iteration 6F (70533.940000 sec): 3 clusters
  Score: Raw -713051.688325 + Penalty 2839.776375 = -710211.911950
  nChanged 191
		SP:Iteration 7Q (70534.210000 sec): 3 clusters
  Score: Raw -713161.168005 + Penalty 2839.776375 = -710321.391631
  nChanged 107
		SP:Iteration 8Q (70534.410000 sec): 3 clusters
  Score: Raw -713211.213170 + Penalty 2839.776375 = -710371.436795
  nChanged 39
		SP:Iteration 9Q (70534.640000 sec): 3 clusters
  Score: Raw -713223.685669 + Penalty 2839.776375 = -710383.909295
  nChanged 18
		SP:Iteration 10Q (70534.810000 sec): 3 clusters
  Score: Raw -713228.755139 + Penalty 2839.776375 = -710388.978764
  nChanged 7
		SP:Iteration 11Q (70535.020000 sec): 3 clusters
  Score: Raw -713230.027425 + Penalty 2839.776375 = -710390.251050
  nChanged 2
		SP:Iteration 12Q (70535.190000 sec): 3 clusters
  Score: Raw -713230.369908 + Penalty 2839.776375 = -710390.593534
  nChanged 1
		SP:Iteration 13Q (70535.390000 sec): 3 clusters
  Score: Raw -713230.654166 + Penalty 2839.776375 = -710390.877791
  nChanged 2
		SP:Iteration 14Q (70535.600000 sec): 3 clusters
  Score: Raw -713231.112011 + Penalty 2839.776375 = -710391.335637
  nChanged 1
		SP:Iteration 15Q (70535.800000 sec): 3 clusters
  Score: Raw -713231.326912 + Penalty 2839.776375 = -710391.550537
  nChanged 1
		SP:Iteration 16Q (70536.000000 sec): 3 clusters
  Score: Raw -713231.506906 + Penalty 2839.776375 = -710391.730531
  nChanged 0
		SP:Iteration 17F (70536.210000 sec): 3 clusters
  Score: Raw -713231.506906 + Penalty 2839.776375 = -710391.730531
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70536.340000 sec): 2 clusters
  Score: Raw -72377.330356 + Penalty 1043.513619 = -71333.816738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70536.550000 sec): 3 clusters
  Score: Raw -72273.219082 + Penalty 2087.027237 = -70186.191845
  nChanged 156
		SP:Iteration 1F (70536.740000 sec): 3 clusters
  Score: Raw -72437.652712 + Penalty 2087.027237 = -70350.625475
  nChanged 40
		SP:Iteration 2F (70536.890000 sec): 3 clusters
  Score: Raw -72488.745126 + Penalty 2087.027237 = -70401.717889
  nChanged 31
		SP:Iteration 3F (70537.100000 sec): 3 clusters
  Score: Raw -72575.785134 + Penalty 2087.027237 = -70488.757897
  nChanged 37
		SP:Iteration 4F (70537.260000 sec): 3 clusters
  Score: Raw -72697.784219 + Penalty 2087.027237 = -70610.756982
  nChanged 46
		SP:Iteration 5F (70537.500000 sec): 3 clusters
  Score: Raw -72959.740071 + Penalty 2087.027237 = -70872.712834
  nChanged 48
		SP:Iteration 6F (70537.680000 sec): 3 clusters
  Score: Raw -73131.563805 + Penalty 2087.027237 = -71044.536568
  nChanged 30
		SP:Iteration 7Q (70537.880000 sec): 3 clusters
  Score: Raw -73194.146246 + Penalty 2087.027237 = -71107.119009
  nChanged 15
		SP:Iteration 8Q (70538.090000 sec): 3 clusters
  Score: Raw -73224.433481 + Penalty 2087.027237 = -71137.406244
  nChanged 9
		SP:Iteration 9Q (70538.280000 sec): 3 clusters
  Score: Raw -73239.676596 + Penalty 2087.027237 = -71152.649359
  nChanged 5
		SP:Iteration 10Q (70538.470000 sec): 3 clusters
  Score: Raw -73263.975681 + Penalty 2087.027237 = -71176.948444
  nChanged 6
		SP:Iteration 11Q (70538.650000 sec): 3 clusters
  Score: Raw -73281.406460 + Penalty 2087.027237 = -71194.379223
  nChanged 2
		SP:Iteration 12Q (70538.860000 sec): 3 clusters
  Score: Raw -73284.342788 + Penalty 2087.027237 = -71197.315551
  nChanged 0
		SP:Iteration 13F (70539.060000 sec): 3 clusters
  Score: Raw -73284.342788 + Penalty 2087.027237 = -71197.315551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (18674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70539.240000 sec): 2 clusters
  Score: Raw -2198062.200987 + Penalty 1598.169212 = -2196464.031775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70539.490000 sec): 3 clusters
  Score: Raw -2186939.998918 + Penalty 3196.338425 = -2183743.660493
  nChanged 8352
		SP:Iteration 1F (70539.760000 sec): 3 clusters
  Score: Raw -2191529.115139 + Penalty 3196.338425 = -2188332.776714
  nChanged 1039
		SP:Iteration 2F (70540.000000 sec): 3 clusters
  Score: Raw -2191946.964669 + Penalty 3196.338425 = -2188750.626244
  nChanged 935
		SP:Iteration 3F (70540.260000 sec): 3 clusters
  Score: Raw -2192335.341658 + Penalty 3196.338425 = -2189139.003233
  nChanged 907
		SP:Iteration 4Q (70540.500000 sec): 3 clusters
  Score: Raw -2192698.038472 + Penalty 3196.338425 = -2189501.700047
  nChanged 806
		SP:Iteration 5Q (70540.770000 sec): 3 clusters
  Score: Raw -2193061.990361 + Penalty 3196.338425 = -2189865.651936
  nChanged 810
		SP:Iteration 6Q (70541.080000 sec): 3 clusters
  Score: Raw -2193448.907491 + Penalty 3196.338425 = -2190252.569067
  nChanged 865
		SP:Iteration 7Q (70541.360000 sec): 3 clusters
  Score: Raw -2193872.804238 + Penalty 3196.338425 = -2190676.465813
  nChanged 870
		SP:Iteration 8Q (70541.590000 sec): 3 clusters
  Score: Raw -2194318.842631 + Penalty 3196.338425 = -2191122.504207
  nChanged 858
		SP:Iteration 9Q (70541.870000 sec): 3 clusters
  Score: Raw -2194769.114955 + Penalty 3196.338425 = -2191572.776530
  nChanged 881
		SP:Iteration 10Q (70542.160000 sec): 3 clusters
  Score: Raw -2195267.908465 + Penalty 3196.338425 = -2192071.570040
  nChanged 812
		SP:Iteration 11Q (70542.440000 sec): 3 clusters
  Score: Raw -2195780.696839 + Penalty 3196.338425 = -2192584.358414
  nChanged 782
		SP:Iteration 12Q (70542.690000 sec): 3 clusters
  Score: Raw -2196263.417017 + Penalty 3196.338425 = -2193067.078592
  nChanged 667
		SP:Iteration 13Q (70542.950000 sec): 3 clusters
  Score: Raw -2196648.979962 + Penalty 3196.338425 = -2193452.641537
  nChanged 547
		SP:Iteration 14Q (70543.220000 sec): 3 clusters
  Score: Raw -2196955.285725 + Penalty 3196.338425 = -2193758.947301
  nChanged 500
		SP:Iteration 15Q (70543.450000 sec): 3 clusters
  Score: Raw -2197237.610894 + Penalty 3196.338425 = -2194041.272469
  nChanged 423
		SP:Iteration 16Q (70543.690000 sec): 3 clusters
  Score: Raw -2197459.211025 + Penalty 3196.338425 = -2194262.872600
  nChanged 330
		SP:Iteration 17Q (70543.960000 sec): 3 clusters
  Score: Raw -2197618.676489 + Penalty 3196.338425 = -2194422.338064
  nChanged 273
		SP:Iteration 18Q (70544.300000 sec): 3 clusters
  Score: Raw -2197744.885253 + Penalty 3196.338425 = -2194548.546828
  nChanged 233
		SP:Iteration 19Q (70544.560000 sec): 3 clusters
  Score: Raw -2197853.882726 + Penalty 3196.338425 = -2194657.544301
  nChanged 223
		SP:Iteration 20F (70544.890000 sec): 3 clusters
  Score: Raw -2197942.302252 + Penalty 3196.338425 = -2194745.963827
  nChanged 177
		SP:Iteration 21Q (70545.180000 sec): 3 clusters
  Score: Raw -2198015.519461 + Penalty 3196.338425 = -2194819.181036
  nChanged 151
		SP:Iteration 22Q (70545.450000 sec): 3 clusters
  Score: Raw -2198071.613226 + Penalty 3196.338425 = -2194875.274801
  nChanged 125
		SP:Iteration 23Q (70545.700000 sec): 3 clusters
  Score: Raw -2198117.575405 + Penalty 3196.338425 = -2194921.236980
  nChanged 96
		SP:Iteration 24Q (70545.910000 sec): 3 clusters
  Score: Raw -2198153.994726 + Penalty 3196.338425 = -2194957.656301
  nChanged 86
		SP:Iteration 25Q (70546.170000 sec): 3 clusters
  Score: Raw -2198181.670968 + Penalty 3196.338425 = -2194985.332543
  nChanged 81
		SP:Iteration 26Q (70546.430000 sec): 3 clusters
  Score: Raw -2198208.237699 + Penalty 3196.338425 = -2195011.899275
  nChanged 66
		SP:Iteration 27Q (70546.650000 sec): 3 clusters
  Score: Raw -2198230.874441 + Penalty 3196.338425 = -2195034.536016
  nChanged 69
		SP:Iteration 28Q (70546.880000 sec): 3 clusters
  Score: Raw -2198255.380292 + Penalty 3196.338425 = -2195059.041867
  nChanged 59
		SP:Iteration 29Q (70547.170000 sec): 3 clusters
  Score: Raw -2198274.757330 + Penalty 3196.338425 = -2195078.418906
  nChanged 51
		SP:Iteration 30Q (70547.410000 sec): 3 clusters
  Score: Raw -2198293.326407 + Penalty 3196.338425 = -2195096.987982
  nChanged 52
		SP:Iteration 31Q (70547.640000 sec): 3 clusters
  Score: Raw -2198313.970093 + Penalty 3196.338425 = -2195117.631668
  nChanged 42
		SP:Iteration 32Q (70547.910000 sec): 3 clusters
  Score: Raw -2198328.416088 + Penalty 3196.338425 = -2195132.077663
  nChanged 31
		SP:Iteration 33Q (70548.170000 sec): 3 clusters
  Score: Raw -2198337.170294 + Penalty 3196.338425 = -2195140.831870
  nChanged 25
		SP:Iteration 34Q (70548.480000 sec): 3 clusters
  Score: Raw -2198343.461849 + Penalty 3196.338425 = -2195147.123424
  nChanged 22
		SP:Iteration 35Q (70548.690000 sec): 3 clusters
  Score: Raw -2198351.857252 + Penalty 3196.338425 = -2195155.518827
  nChanged 28
		SP:Iteration 36Q (70548.970000 sec): 3 clusters
  Score: Raw -2198362.209290 + Penalty 3196.338425 = -2195165.870865
  nChanged 31
		SP:Iteration 37Q (70549.190000 sec): 3 clusters
  Score: Raw -2198374.298190 + Penalty 3196.338425 = -2195177.959765
  nChanged 29
		SP:Iteration 38Q (70549.450000 sec): 3 clusters
  Score: Raw -2198385.637906 + Penalty 3196.338425 = -2195189.299481
  nChanged 25
		SP:Iteration 39Q (70549.710000 sec): 3 clusters
  Score: Raw -2198392.969985 + Penalty 3196.338425 = -2195196.631561
  nChanged 14
		SP:Iteration 40F (70550.010000 sec): 3 clusters
  Score: Raw -2198395.813543 + Penalty 3196.338425 = -2195199.475118
  nChanged 6
		SP:Iteration 41Q (70550.250000 sec): 3 clusters
  Score: Raw -2198396.999357 + Penalty 3196.338425 = -2195200.660932
  nChanged 2
		SP:Iteration 42Q (70550.510000 sec): 3 clusters
  Score: Raw -2198397.305427 + Penalty 3196.338425 = -2195200.967003
  nChanged 5
		SP:Iteration 43Q (70550.750000 sec): 3 clusters
  Score: Raw -2198398.197410 + Penalty 3196.338425 = -2195201.858986
  nChanged 1
		SP:Iteration 44Q (70551.020000 sec): 3 clusters
  Score: Raw -2198398.675972 + Penalty 3196.338425 = -2195202.337547
  nChanged 3
		SP:Iteration 45Q (70551.300000 sec): 3 clusters
  Score: Raw -2198399.266147 + Penalty 3196.338425 = -2195202.927723
  nChanged 3
		SP:Iteration 46Q (70551.530000 sec): 3 clusters
  Score: Raw -2198400.338303 + Penalty 3196.338425 = -2195203.999878
  nChanged 3
		SP:Iteration 47Q (70551.770000 sec): 3 clusters
  Score: Raw -2198401.049683 + Penalty 3196.338425 = -2195204.711258
  nChanged 2
		SP:Iteration 48Q (70552.020000 sec): 3 clusters
  Score: Raw -2198402.035892 + Penalty 3196.338425 = -2195205.697467
  nChanged 6
		SP:Iteration 49Q (70552.230000 sec): 3 clusters
  Score: Raw -2198403.409147 + Penalty 3196.338425 = -2195207.070722
  nChanged 6
		SP:Iteration 50Q (70552.480000 sec): 3 clusters
  Score: Raw -2198404.514987 + Penalty 3196.338425 = -2195208.176562
  nChanged 5
		SP:Iteration 51Q (70552.790000 sec): 3 clusters
  Score: Raw -2198405.268766 + Penalty 3196.338425 = -2195208.930341
  nChanged 2
		SP:Iteration 52Q (70553.020000 sec): 3 clusters
  Score: Raw -2198405.495924 + Penalty 3196.338425 = -2195209.157499
  nChanged 3
		SP:Iteration 53Q (70553.270000 sec): 3 clusters
  Score: Raw -2198405.952439 + Penalty 3196.338425 = -2195209.614014
  nChanged 2
		SP:Iteration 54Q (70553.520000 sec): 3 clusters
  Score: Raw -2198406.195542 + Penalty 3196.338425 = -2195209.857117
  nChanged 0
		SP:Iteration 55F (70553.770000 sec): 3 clusters
  Score: Raw -2198406.195542 + Penalty 3196.338425 = -2195209.857117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (11912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70553.970000 sec): 2 clusters
  Score: Raw -1368642.254237 + Penalty 1525.111506 = -1367117.142731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70554.180000 sec): 3 clusters
  Score: Raw -1361793.959837 + Penalty 3050.223012 = -1358743.736825
  nChanged 5199
		SP:Iteration 1F (70554.460000 sec): 3 clusters
  Score: Raw -1364643.160788 + Penalty 3050.223012 = -1361592.937776
  nChanged 782
		SP:Iteration 2F (70554.700000 sec): 3 clusters
  Score: Raw -1365077.125787 + Penalty 3050.223012 = -1362026.902776
  nChanged 788
		SP:Iteration 3F (70554.930000 sec): 3 clusters
  Score: Raw -1365514.167247 + Penalty 3050.223012 = -1362463.944235
  nChanged 695
		SP:Iteration 4F (70555.190000 sec): 3 clusters
  Score: Raw -1365905.068680 + Penalty 3050.223012 = -1362854.845668
  nChanged 599
		SP:Iteration 5F (70555.470000 sec): 3 clusters
  Score: Raw -1366292.606795 + Penalty 3050.223012 = -1363242.383783
  nChanged 570
		SP:Iteration 6Q (70555.740000 sec): 3 clusters
  Score: Raw -1366687.574607 + Penalty 3050.223012 = -1363637.351595
  nChanged 562
		SP:Iteration 7Q (70556.000000 sec): 3 clusters
  Score: Raw -1367047.522776 + Penalty 3050.223012 = -1363997.299765
  nChanged 505
		SP:Iteration 8Q (70556.180000 sec): 3 clusters
  Score: Raw -1367356.025452 + Penalty 3050.223012 = -1364305.802440
  nChanged 461
		SP:Iteration 9Q (70556.430000 sec): 3 clusters
  Score: Raw -1367617.877808 + Penalty 3050.223012 = -1364567.654796
  nChanged 393
		SP:Iteration 10Q (70556.690000 sec): 3 clusters
  Score: Raw -1367795.902473 + Penalty 3050.223012 = -1364745.679461
  nChanged 327
		SP:Iteration 11Q (70557.000000 sec): 3 clusters
  Score: Raw -1367919.743446 + Penalty 3050.223012 = -1364869.520434
  nChanged 277
		SP:Iteration 12Q (70557.230000 sec): 3 clusters
  Score: Raw -1368012.585435 + Penalty 3050.223012 = -1364962.362423
  nChanged 213
		SP:Iteration 13Q (70557.470000 sec): 3 clusters
  Score: Raw -1368070.100690 + Penalty 3050.223012 = -1365019.877678
  nChanged 156
		SP:Iteration 14Q (70557.710000 sec): 3 clusters
  Score: Raw -1368118.792964 + Penalty 3050.223012 = -1365068.569953
  nChanged 166
		SP:Iteration 15Q (70558.010000 sec): 3 clusters
  Score: Raw -1368176.783950 + Penalty 3050.223012 = -1365126.560938
  nChanged 161
		SP:Iteration 16Q (70558.230000 sec): 3 clusters
  Score: Raw -1368233.944718 + Penalty 3050.223012 = -1365183.721706
  nChanged 150
		SP:Iteration 17Q (70558.470000 sec): 3 clusters
  Score: Raw -1368294.486161 + Penalty 3050.223012 = -1365244.263150
  nChanged 175
		SP:Iteration 18Q (70558.700000 sec): 3 clusters
  Score: Raw -1368385.561941 + Penalty 3050.223012 = -1365335.338929
  nChanged 223
		SP:Iteration 19Q (70559.000000 sec): 3 clusters
  Score: Raw -1368536.136502 + Penalty 3050.223012 = -1365485.913490
  nChanged 269
		SP:Iteration 20F (70559.280000 sec): 3 clusters
  Score: Raw -1368728.181676 + Penalty 3050.223012 = -1365677.958664
  nChanged 275
		SP:Iteration 21Q (70559.560000 sec): 3 clusters
  Score: Raw -1368987.719343 + Penalty 3050.223012 = -1365937.496331
  nChanged 293
		SP:Iteration 22Q (70559.780000 sec): 3 clusters
  Score: Raw -1369337.472756 + Penalty 3050.223012 = -1366287.249744
  nChanged 343
		SP:Iteration 23Q (70560.040000 sec): 3 clusters
  Score: Raw -1369761.182257 + Penalty 3050.223012 = -1366710.959245
  nChanged 314
		SP:Iteration 24Q (70560.300000 sec): 3 clusters
  Score: Raw -1370129.170030 + Penalty 3050.223012 = -1367078.947018
  nChanged 273
		SP:Iteration 25Q (70560.580000 sec): 3 clusters
  Score: Raw -1370407.032434 + Penalty 3050.223012 = -1367356.809423
  nChanged 210
		SP:Iteration 26Q (70560.830000 sec): 3 clusters
  Score: Raw -1370586.276970 + Penalty 3050.223012 = -1367536.053958
  nChanged 163
		SP:Iteration 27Q (70561.070000 sec): 3 clusters
  Score: Raw -1370690.109354 + Penalty 3050.223012 = -1367639.886342
  nChanged 117
		SP:Iteration 28Q (70561.330000 sec): 3 clusters
  Score: Raw -1370742.963413 + Penalty 3050.223012 = -1367692.740402
  nChanged 73
		SP:Iteration 29Q (70561.560000 sec): 3 clusters
  Score: Raw -1370770.481976 + Penalty 3050.223012 = -1367720.258964
  nChanged 52
		SP:Iteration 30Q (70561.840000 sec): 3 clusters
  Score: Raw -1370783.303076 + Penalty 3050.223012 = -1367733.080064
  nChanged 36
		SP:Iteration 31Q (70562.080000 sec): 3 clusters
  Score: Raw -1370790.425571 + Penalty 3050.223012 = -1367740.202560
  nChanged 23
		SP:Iteration 32Q (70562.340000 sec): 3 clusters
  Score: Raw -1370793.847934 + Penalty 3050.223012 = -1367743.624922
  nChanged 8
		SP:Iteration 33Q (70562.620000 sec): 3 clusters
  Score: Raw -1370794.862536 + Penalty 3050.223012 = -1367744.639524
  nChanged 7
		SP:Iteration 34Q (70562.870000 sec): 3 clusters
  Score: Raw -1370795.707803 + Penalty 3050.223012 = -1367745.484792
  nChanged 4
		SP:Iteration 35Q (70563.100000 sec): 3 clusters
  Score: Raw -1370796.021976 + Penalty 3050.223012 = -1367745.798965
  nChanged 4
		SP:Iteration 36Q (70563.360000 sec): 3 clusters
  Score: Raw -1370796.443904 + Penalty 3050.223012 = -1367746.220892
  nChanged 2
		SP:Iteration 37Q (70563.600000 sec): 3 clusters
  Score: Raw -1370796.675321 + Penalty 3050.223012 = -1367746.452309
  nChanged 3
		SP:Iteration 38Q (70563.900000 sec): 3 clusters
  Score: Raw -1370796.820761 + Penalty 3050.223012 = -1367746.597749
  nChanged 2
		SP:Iteration 39Q (70564.080000 sec): 3 clusters
  Score: Raw -1370797.006553 + Penalty 3050.223012 = -1367746.783542
  nChanged 1
		SP:Iteration 40F (70564.300000 sec): 3 clusters
  Score: Raw -1370797.152271 + Penalty 3050.223012 = -1367746.929260
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (17843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70564.510000 sec): 2 clusters
  Score: Raw -2034827.293892 + Penalty 1590.772065 = -2033236.521827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70564.820000 sec): 3 clusters
  Score: Raw -2024201.800562 + Penalty 3181.544130 = -2021020.256432
  nChanged 8041
		SP:Iteration 1F (70565.090000 sec): 3 clusters
  Score: Raw -2028818.332765 + Penalty 3181.544130 = -2025636.788635
  nChanged 1056
		SP:Iteration 2F (70565.420000 sec): 3 clusters
  Score: Raw -2029338.920823 + Penalty 3181.544130 = -2026157.376693
  nChanged 1047
		SP:Iteration 3F (70565.680000 sec): 3 clusters
  Score: Raw -2029971.157825 + Penalty 3181.544130 = -2026789.613695
  nChanged 1105
		SP:Iteration 4F (70565.950000 sec): 3 clusters
  Score: Raw -2030684.619205 + Penalty 3181.544130 = -2027503.075075
  nChanged 1120
		SP:Iteration 5F (70566.240000 sec): 3 clusters
  Score: Raw -2031427.877197 + Penalty 3181.544130 = -2028246.333067
  nChanged 1095
		SP:Iteration 6F (70566.480000 sec): 3 clusters
  Score: Raw -2032104.115992 + Penalty 3181.544130 = -2028922.571862
  nChanged 936
		SP:Iteration 7F (70566.740000 sec): 3 clusters
  Score: Raw -2032636.747555 + Penalty 3181.544130 = -2029455.203425
  nChanged 828
		SP:Iteration 8Q (70566.990000 sec): 3 clusters
  Score: Raw -2033087.148178 + Penalty 3181.544130 = -2029905.604048
  nChanged 715
		SP:Iteration 9Q (70567.220000 sec): 3 clusters
  Score: Raw -2033456.581346 + Penalty 3181.544130 = -2030275.037216
  nChanged 587
		SP:Iteration 10Q (70567.490000 sec): 3 clusters
  Score: Raw -2033747.949459 + Penalty 3181.544130 = -2030566.405329
  nChanged 519
		SP:Iteration 11Q (70567.770000 sec): 3 clusters
  Score: Raw -2033987.631904 + Penalty 3181.544130 = -2030806.087774
  nChanged 447
		SP:Iteration 12Q (70568.030000 sec): 3 clusters
  Score: Raw -2034159.565597 + Penalty 3181.544130 = -2030978.021467
  nChanged 346
		SP:Iteration 13Q (70568.300000 sec): 3 clusters
  Score: Raw -2034271.858697 + Penalty 3181.544130 = -2031090.314567
  nChanged 263
		SP:Iteration 14Q (70568.580000 sec): 3 clusters
  Score: Raw -2034333.332201 + Penalty 3181.544130 = -2031151.788071
  nChanged 187
		SP:Iteration 15Q (70568.910000 sec): 3 clusters
  Score: Raw -2034369.912878 + Penalty 3181.544130 = -2031188.368748
  nChanged 137
		SP:Iteration 16Q (70569.230000 sec): 3 clusters
  Score: Raw -2034393.510458 + Penalty 3181.544130 = -2031211.966328
  nChanged 107
		SP:Iteration 17Q (70569.500000 sec): 3 clusters
  Score: Raw -2034408.303591 + Penalty 3181.544130 = -2031226.759461
  nChanged 86
		SP:Iteration 18Q (70569.800000 sec): 3 clusters
  Score: Raw -2034418.777546 + Penalty 3181.544130 = -2031237.233416
  nChanged 51
		SP:Iteration 19Q (70570.060000 sec): 3 clusters
  Score: Raw -2034424.406616 + Penalty 3181.544130 = -2031242.862486
  nChanged 55
		SP:Iteration 20F (70570.370000 sec): 3 clusters
  Score: Raw -2034429.606619 + Penalty 3181.544130 = -2031248.062489
  nChanged 47
		SP:Iteration 21Q (70570.630000 sec): 3 clusters
  Score: Raw -2034433.928590 + Penalty 3181.544130 = -2031252.384460
  nChanged 35
		SP:Iteration 22Q (70570.910000 sec): 3 clusters
  Score: Raw -2034436.691848 + Penalty 3181.544130 = -2031255.147718
  nChanged 30
		SP:Iteration 23Q (70571.230000 sec): 3 clusters
  Score: Raw -2034439.327182 + Penalty 3181.544130 = -2031257.783052
  nChanged 29
		SP:Iteration 24Q (70571.490000 sec): 3 clusters
  Score: Raw -2034441.734162 + Penalty 3181.544130 = -2031260.190032
  nChanged 33
		SP:Iteration 25Q (70571.750000 sec): 3 clusters
  Score: Raw -2034445.478153 + Penalty 3181.544130 = -2031263.934023
  nChanged 31
		SP:Iteration 26Q (70572.010000 sec): 3 clusters
  Score: Raw -2034447.880201 + Penalty 3181.544130 = -2031266.336071
  nChanged 24
		SP:Iteration 27Q (70572.280000 sec): 3 clusters
  Score: Raw -2034449.616085 + Penalty 3181.544130 = -2031268.071955
  nChanged 25
		SP:Iteration 28Q (70572.610000 sec): 3 clusters
  Score: Raw -2034451.868047 + Penalty 3181.544130 = -2031270.323917
  nChanged 32
		SP:Iteration 29Q (70572.890000 sec): 3 clusters
  Score: Raw -2034454.288993 + Penalty 3181.544130 = -2031272.744863
  nChanged 25
		SP:Iteration 30Q (70573.180000 sec): 3 clusters
  Score: Raw -2034456.546382 + Penalty 3181.544130 = -2031275.002253
  nChanged 24
		SP:Iteration 31Q (70573.450000 sec): 3 clusters
  Score: Raw -2034458.597170 + Penalty 3181.544130 = -2031277.053040
  nChanged 30
		SP:Iteration 32Q (70573.680000 sec): 3 clusters
  Score: Raw -2034461.066292 + Penalty 3181.544130 = -2031279.522163
  nChanged 23
		SP:Iteration 33Q (70573.930000 sec): 3 clusters
  Score: Raw -2034462.391526 + Penalty 3181.544130 = -2031280.847396
  nChanged 17
		SP:Iteration 34Q (70574.200000 sec): 3 clusters
  Score: Raw -2034463.741790 + Penalty 3181.544130 = -2031282.197660
  nChanged 22
		SP:Iteration 35Q (70574.440000 sec): 3 clusters
  Score: Raw -2034465.476501 + Penalty 3181.544130 = -2031283.932372
  nChanged 19
		SP:Iteration 36Q (70574.680000 sec): 3 clusters
  Score: Raw -2034467.251199 + Penalty 3181.544130 = -2031285.707070
  nChanged 19
		SP:Iteration 37Q (70574.940000 sec): 3 clusters
  Score: Raw -2034468.874946 + Penalty 3181.544130 = -2031287.330816
  nChanged 28
		SP:Iteration 38Q (70575.170000 sec): 3 clusters
  Score: Raw -2034471.469212 + Penalty 3181.544130 = -2031289.925083
  nChanged 27
		SP:Iteration 39Q (70575.430000 sec): 3 clusters
  Score: Raw -2034473.587384 + Penalty 3181.544130 = -2031292.043254
  nChanged 29
		SP:Iteration 40F (70575.790000 sec): 3 clusters
  Score: Raw -2034475.668972 + Penalty 3181.544130 = -2031294.124842
  nChanged 24
		SP:Iteration 41Q (70576.060000 sec): 3 clusters
  Score: Raw -2034477.119177 + Penalty 3181.544130 = -2031295.575047
  nChanged 19
		SP:Iteration 42Q (70576.350000 sec): 3 clusters
  Score: Raw -2034478.440646 + Penalty 3181.544130 = -2031296.896517
  nChanged 19
		SP:Iteration 43Q (70576.620000 sec): 3 clusters
  Score: Raw -2034479.563613 + Penalty 3181.544130 = -2031298.019483
  nChanged 12
		SP:Iteration 44Q (70576.860000 sec): 3 clusters
  Score: Raw -2034480.749463 + Penalty 3181.544130 = -2031299.205334
  nChanged 12
		SP:Iteration 45Q (70577.160000 sec): 3 clusters
  Score: Raw -2034481.848953 + Penalty 3181.544130 = -2031300.304823
  nChanged 16
		SP:Iteration 46Q (70577.400000 sec): 3 clusters
  Score: Raw -2034483.245386 + Penalty 3181.544130 = -2031301.701257
  nChanged 19
		SP:Iteration 47Q (70577.690000 sec): 3 clusters
  Score: Raw -2034484.831620 + Penalty 3181.544130 = -2031303.287490
  nChanged 21
		SP:Iteration 48Q (70577.920000 sec): 3 clusters
  Score: Raw -2034486.691237 + Penalty 3181.544130 = -2031305.147107
  nChanged 19
		SP:Iteration 49Q (70578.210000 sec): 3 clusters
  Score: Raw -2034488.006687 + Penalty 3181.544130 = -2031306.462557
  nChanged 13
		SP:Iteration 50Q (70578.480000 sec): 3 clusters
  Score: Raw -2034488.739881 + Penalty 3181.544130 = -2031307.195751
  nChanged 9
		SP:Iteration 51Q (70578.720000 sec): 3 clusters
  Score: Raw -2034489.235972 + Penalty 3181.544130 = -2031307.691843
  nChanged 8
		SP:Iteration 52Q (70579.050000 sec): 3 clusters
  Score: Raw -2034490.032310 + Penalty 3181.544130 = -2031308.488180
  nChanged 16
		SP:Iteration 53Q (70579.260000 sec): 3 clusters
  Score: Raw -2034491.196329 + Penalty 3181.544130 = -2031309.652199
  nChanged 17
		SP:Iteration 54Q (70579.590000 sec): 3 clusters
  Score: Raw -2034492.051120 + Penalty 3181.544130 = -2031310.506990
  nChanged 6
		SP:Iteration 55Q (70579.830000 sec): 3 clusters
  Score: Raw -2034492.336793 + Penalty 3181.544130 = -2031310.792663
  nChanged 4
		SP:Iteration 56Q (70580.130000 sec): 3 clusters
  Score: Raw -2034492.563203 + Penalty 3181.544130 = -2031311.019074
  nChanged 4
		SP:Iteration 57Q (70580.370000 sec): 3 clusters
  Score: Raw -2034492.740603 + Penalty 3181.544130 = -2031311.196473
  nChanged 1
		SP:Iteration 58Q (70580.600000 sec): 3 clusters
  Score: Raw -2034492.776942 + Penalty 3181.544130 = -2031311.232812
  nChanged 1
		SP:Iteration 59Q (70580.960000 sec): 3 clusters
  Score: Raw -2034492.873057 + Penalty 3181.544130 = -2031311.328927
  nChanged 4
		SP:Iteration 60F (70581.280000 sec): 3 clusters
  Score: Raw -2034493.071647 + Penalty 3181.544130 = -2031311.527517
  nChanged 2
		SP:Iteration 61Q (70581.580000 sec): 3 clusters
  Score: Raw -2034493.148314 + Penalty 3181.544130 = -2031311.604184
  nChanged 2
		SP:Iteration 62Q (70581.810000 sec): 3 clusters
  Score: Raw -2034493.197313 + Penalty 3181.544130 = -2031311.653183
  nChanged 1
		SP:Iteration 63Q (70582.030000 sec): 3 clusters
  Score: Raw -2034493.218328 + Penalty 3181.544130 = -2031311.674198
  nChanged 0
		SP:Iteration 64F (70582.340000 sec): 3 clusters
  Score: Raw -2034493.218328 + Penalty 3181.544130 = -2031311.674198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (13880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70582.470000 sec): 2 clusters
  Score: Raw -1575263.668024 + Penalty 1549.958188 = -1573713.709836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70582.770000 sec): 3 clusters
  Score: Raw -1567255.650922 + Penalty 3099.916376 = -1564155.734546
  nChanged 6150
		SP:Iteration 1F (70583.050000 sec): 3 clusters
  Score: Raw -1570688.651913 + Penalty 3099.916376 = -1567588.735537
  nChanged 838
		SP:Iteration 2F (70583.310000 sec): 3 clusters
  Score: Raw -1571095.303786 + Penalty 3099.916376 = -1567995.387410
  nChanged 778
		SP:Iteration 3F (70583.520000 sec): 3 clusters
  Score: Raw -1571546.595222 + Penalty 3099.916376 = -1568446.678846
  nChanged 809
		SP:Iteration 4F (70583.760000 sec): 3 clusters
  Score: Raw -1572047.202726 + Penalty 3099.916376 = -1568947.286350
  nChanged 834
		SP:Iteration 5F (70584.000000 sec): 3 clusters
  Score: Raw -1572622.216645 + Penalty 3099.916376 = -1569522.300269
  nChanged 830
		SP:Iteration 6F (70584.260000 sec): 3 clusters
  Score: Raw -1573174.765033 + Penalty 3099.916376 = -1570074.848657
  nChanged 755
		SP:Iteration 7F (70584.500000 sec): 3 clusters
  Score: Raw -1573667.961756 + Penalty 3099.916376 = -1570568.045380
  nChanged 645
		SP:Iteration 8Q (70584.750000 sec): 3 clusters
  Score: Raw -1574088.749162 + Penalty 3099.916376 = -1570988.832786
  nChanged 585
		SP:Iteration 9Q (70584.990000 sec): 3 clusters
  Score: Raw -1574517.826538 + Penalty 3099.916376 = -1571417.910162
  nChanged 552
		SP:Iteration 10Q (70585.250000 sec): 3 clusters
  Score: Raw -1574892.299272 + Penalty 3099.916376 = -1571792.382896
  nChanged 440
		SP:Iteration 11Q (70585.460000 sec): 3 clusters
  Score: Raw -1575185.881959 + Penalty 3099.916376 = -1572085.965583
  nChanged 385
		SP:Iteration 12Q (70585.710000 sec): 3 clusters
  Score: Raw -1575473.741246 + Penalty 3099.916376 = -1572373.824870
  nChanged 307
		SP:Iteration 13Q (70585.980000 sec): 3 clusters
  Score: Raw -1575792.297294 + Penalty 3099.916376 = -1572692.380918
  nChanged 297
		SP:Iteration 14Q (70586.250000 sec): 3 clusters
  Score: Raw -1576115.002303 + Penalty 3099.916376 = -1573015.085927
  nChanged 222
		SP:Iteration 15Q (70586.490000 sec): 3 clusters
  Score: Raw -1576300.907060 + Penalty 3099.916376 = -1573200.990684
  nChanged 176
		SP:Iteration 16Q (70586.720000 sec): 3 clusters
  Score: Raw -1576369.078896 + Penalty 3099.916376 = -1573269.162520
  nChanged 122
		SP:Iteration 17Q (70586.970000 sec): 3 clusters
  Score: Raw -1576401.888325 + Penalty 3099.916376 = -1573301.971949
  nChanged 77
		SP:Iteration 18Q (70587.230000 sec): 3 clusters
  Score: Raw -1576417.614604 + Penalty 3099.916376 = -1573317.698227
  nChanged 48
		SP:Iteration 19Q (70587.510000 sec): 3 clusters
  Score: Raw -1576429.041270 + Penalty 3099.916376 = -1573329.124894
  nChanged 48
		SP:Iteration 20F (70587.790000 sec): 3 clusters
  Score: Raw -1576438.794912 + Penalty 3099.916376 = -1573338.878536
  nChanged 35
		SP:Iteration 21Q (70588.050000 sec): 3 clusters
  Score: Raw -1576444.173812 + Penalty 3099.916376 = -1573344.257436
  nChanged 19
		SP:Iteration 22Q (70588.350000 sec): 3 clusters
  Score: Raw -1576446.642829 + Penalty 3099.916376 = -1573346.726453
  nChanged 11
		SP:Iteration 23Q (70588.570000 sec): 3 clusters
  Score: Raw -1576448.134897 + Penalty 3099.916376 = -1573348.218521
  nChanged 7
		SP:Iteration 24Q (70588.810000 sec): 3 clusters
  Score: Raw -1576449.083144 + Penalty 3099.916376 = -1573349.166767
  nChanged 8
		SP:Iteration 25Q (70589.080000 sec): 3 clusters
  Score: Raw -1576449.904558 + Penalty 3099.916376 = -1573349.988181
  nChanged 5
		SP:Iteration 26Q (70589.370000 sec): 3 clusters
  Score: Raw -1576450.594977 + Penalty 3099.916376 = -1573350.678601
  nChanged 4
		SP:Iteration 27Q (70589.570000 sec): 3 clusters
  Score: Raw -1576451.017596 + Penalty 3099.916376 = -1573351.101220
  nChanged 3
		SP:Iteration 28Q (70589.830000 sec): 3 clusters
  Score: Raw -1576451.218338 + Penalty 3099.916376 = -1573351.301962
  nChanged 1
		SP:Iteration 29Q (70590.090000 sec): 3 clusters
  Score: Raw -1576451.304166 + Penalty 3099.916376 = -1573351.387790
  nChanged 2
		SP:Iteration 30Q (70590.350000 sec): 3 clusters
  Score: Raw -1576451.430417 + Penalty 3099.916376 = -1573351.514041
  nChanged 1
		SP:Iteration 31Q (70590.560000 sec): 3 clusters
  Score: Raw -1576451.572279 + Penalty 3099.916376 = -1573351.655903
  nChanged 1
		SP:Iteration 32Q (70590.830000 sec): 3 clusters
  Score: Raw -1576451.703803 + Penalty 3099.916376 = -1573351.787427
  nChanged 1
		SP:Iteration 33Q (70591.120000 sec): 3 clusters
  Score: Raw -1576451.750088 + Penalty 3099.916376 = -1573351.833712
  nChanged 1
		SP:Iteration 34Q (70591.360000 sec): 3 clusters
  Score: Raw -1576451.789606 + Penalty 3099.916376 = -1573351.873230
  nChanged 0
		SP:Iteration 35F (70591.600000 sec): 3 clusters
  Score: Raw -1576451.789606 + Penalty 3099.916376 = -1573351.873230
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70591.820000 sec): 2 clusters
  Score: Raw -3997596.660902 + Penalty 1689.551212 = -3995907.109690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70592.160000 sec): 3 clusters
  Score: Raw -3977256.666489 + Penalty 3379.102423 = -3973877.564066
  nChanged 15196
		SP:Iteration 1F (70592.460000 sec): 3 clusters
  Score: Raw -3985695.978171 + Penalty 3379.102423 = -3982316.875747
  nChanged 1491
		SP:Iteration 2Q (70592.780000 sec): 3 clusters
  Score: Raw -3986200.513209 + Penalty 3379.102423 = -3982821.410785
  nChanged 1550
		SP:Iteration 3Q (70593.150000 sec): 3 clusters
  Score: Raw -3986839.333804 + Penalty 3379.102423 = -3983460.231381
  nChanged 1749
		SP:Iteration 4F (70593.440000 sec): 3 clusters
  Score: Raw -3987734.585430 + Penalty 3379.102423 = -3984355.483007
  nChanged 2122
		SP:Iteration 5F (70593.750000 sec): 3 clusters
  Score: Raw -3989122.870729 + Penalty 3379.102423 = -3985743.768305
  nChanged 2402
		SP:Iteration 6F (70594.110000 sec): 3 clusters
  Score: Raw -3991035.104238 + Penalty 3379.102423 = -3987656.001815
  nChanged 2338
		SP:Iteration 7F (70594.400000 sec): 3 clusters
  Score: Raw -3993153.391740 + Penalty 3379.102423 = -3989774.289317
  nChanged 1974
		SP:Iteration 8F (70594.730000 sec): 3 clusters
  Score: Raw -3995024.112035 + Penalty 3379.102423 = -3991645.009611
  nChanged 1354
		SP:Iteration 9Q (70595.060000 sec): 3 clusters
  Score: Raw -3996320.151121 + Penalty 3379.102423 = -3992941.048697
  nChanged 789
		SP:Iteration 10Q (70595.350000 sec): 3 clusters
  Score: Raw -3997027.446141 + Penalty 3379.102423 = -3993648.343718
  nChanged 471
		SP:Iteration 11Q (70595.680000 sec): 3 clusters
  Score: Raw -3997452.442090 + Penalty 3379.102423 = -3994073.339667
  nChanged 339
		SP:Iteration 12Q (70596.010000 sec): 3 clusters
  Score: Raw -3997723.129869 + Penalty 3379.102423 = -3994344.027446
  nChanged 203
		SP:Iteration 13Q (70596.280000 sec): 3 clusters
  Score: Raw -3997865.202888 + Penalty 3379.102423 = -3994486.100465
  nChanged 146
		SP:Iteration 14Q (70596.570000 sec): 3 clusters
  Score: Raw -3997945.458050 + Penalty 3379.102423 = -3994566.355627
  nChanged 99
		SP:Iteration 15Q (70596.900000 sec): 3 clusters
  Score: Raw -3997991.014693 + Penalty 3379.102423 = -3994611.912270
  nChanged 69
		SP:Iteration 16Q (70597.210000 sec): 3 clusters
  Score: Raw -3998019.543793 + Penalty 3379.102423 = -3994640.441369
  nChanged 60
		SP:Iteration 17Q (70597.480000 sec): 3 clusters
  Score: Raw -3998043.184027 + Penalty 3379.102423 = -3994664.081604
  nChanged 52
		SP:Iteration 18Q (70597.760000 sec): 3 clusters
  Score: Raw -3998059.437905 + Penalty 3379.102423 = -3994680.335482
  nChanged 35
		SP:Iteration 19Q (70598.040000 sec): 3 clusters
  Score: Raw -3998072.639701 + Penalty 3379.102423 = -3994693.537278
  nChanged 33
		SP:Iteration 20F (70598.350000 sec): 3 clusters
  Score: Raw -3998082.833387 + Penalty 3379.102423 = -3994703.730964
  nChanged 22
		SP:Iteration 21Q (70598.660000 sec): 3 clusters
  Score: Raw -3998090.825158 + Penalty 3379.102423 = -3994711.722734
  nChanged 26
		SP:Iteration 22Q (70599.000000 sec): 3 clusters
  Score: Raw -3998099.334238 + Penalty 3379.102423 = -3994720.231815
  nChanged 21
		SP:Iteration 23Q (70599.320000 sec): 3 clusters
  Score: Raw -3998106.485928 + Penalty 3379.102423 = -3994727.383505
  nChanged 21
		SP:Iteration 24Q (70599.620000 sec): 3 clusters
  Score: Raw -3998111.361191 + Penalty 3379.102423 = -3994732.258767
  nChanged 16
		SP:Iteration 25Q (70599.920000 sec): 3 clusters
  Score: Raw -3998115.546537 + Penalty 3379.102423 = -3994736.444114
  nChanged 19
		SP:Iteration 26Q (70600.240000 sec): 3 clusters
  Score: Raw -3998120.157002 + Penalty 3379.102423 = -3994741.054578
  nChanged 12
		SP:Iteration 27Q (70600.560000 sec): 3 clusters
  Score: Raw -3998122.879665 + Penalty 3379.102423 = -3994743.777242
  nChanged 13
		SP:Iteration 28Q (70600.870000 sec): 3 clusters
  Score: Raw -3998125.990483 + Penalty 3379.102423 = -3994746.888060
  nChanged 8
		SP:Iteration 29Q (70601.240000 sec): 3 clusters
  Score: Raw -3998128.212563 + Penalty 3379.102423 = -3994749.110140
  nChanged 12
		SP:Iteration 30Q (70601.510000 sec): 3 clusters
  Score: Raw -3998130.972810 + Penalty 3379.102423 = -3994751.870387
  nChanged 7
		SP:Iteration 31Q (70601.760000 sec): 3 clusters
  Score: Raw -3998132.640048 + Penalty 3379.102423 = -3994753.537624
  nChanged 9
		SP:Iteration 32Q (70602.050000 sec): 3 clusters
  Score: Raw -3998135.256657 + Penalty 3379.102423 = -3994756.154234
  nChanged 8
		SP:Iteration 33Q (70602.360000 sec): 3 clusters
  Score: Raw -3998137.588444 + Penalty 3379.102423 = -3994758.486021
  nChanged 7
		SP:Iteration 34Q (70602.620000 sec): 3 clusters
  Score: Raw -3998138.842315 + Penalty 3379.102423 = -3994759.739892
  nChanged 6
		SP:Iteration 35Q (70602.950000 sec): 3 clusters
  Score: Raw -3998140.322730 + Penalty 3379.102423 = -3994761.220307
  nChanged 5
		SP:Iteration 36Q (70603.300000 sec): 3 clusters
  Score: Raw -3998141.493625 + Penalty 3379.102423 = -3994762.391202
  nChanged 3
		SP:Iteration 37Q (70603.660000 sec): 3 clusters
  Score: Raw -3998142.336457 + Penalty 3379.102423 = -3994763.234034
  nChanged 2
		SP:Iteration 38Q (70603.940000 sec): 3 clusters
  Score: Raw -3998142.657910 + Penalty 3379.102423 = -3994763.555487
  nChanged 1
		SP:Iteration 39Q (70604.310000 sec): 3 clusters
  Score: Raw -3998142.832569 + Penalty 3379.102423 = -3994763.730146
  nChanged 1
		SP:Iteration 40F (70604.640000 sec): 3 clusters
  Score: Raw -3998142.976526 + Penalty 3379.102423 = -3994763.874103
  nChanged 2
		SP:Iteration 41Q (70604.990000 sec): 3 clusters
  Score: Raw -3998143.115678 + Penalty 3379.102423 = -3994764.013255
  nChanged 1
		SP:Iteration 42Q (70605.320000 sec): 3 clusters
  Score: Raw -3998143.163865 + Penalty 3379.102423 = -3994764.061442
  nChanged 0
		SP:Iteration 43F (70605.690000 sec): 3 clusters
  Score: Raw -3998143.163865 + Penalty 3379.102423 = -3994764.061442
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70605.850000 sec): 2 clusters
  Score: Raw -174862.169917 + Penalty 1186.546131 = -173675.623786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70606.030000 sec): 3 clusters
  Score: Raw -174371.746476 + Penalty 2373.092261 = -171998.654215
  nChanged 519
		SP:Iteration 1F (70606.180000 sec): 3 clusters
  Score: Raw -175030.839362 + Penalty 2373.092261 = -172657.747101
  nChanged 196
		SP:Iteration 2F (70606.350000 sec): 3 clusters
  Score: Raw -175470.977586 + Penalty 2373.092261 = -173097.885325
  nChanged 175
		SP:Iteration 3F (70606.530000 sec): 3 clusters
  Score: Raw -175842.265654 + Penalty 2373.092261 = -173469.173393
  nChanged 105
		SP:Iteration 4F (70606.710000 sec): 3 clusters
  Score: Raw -176089.247128 + Penalty 2373.092261 = -173716.154867
  nChanged 63
		SP:Iteration 5Q (70606.900000 sec): 3 clusters
  Score: Raw -176275.237386 + Penalty 2373.092261 = -173902.145125
  nChanged 41
		SP:Iteration 6Q (70607.040000 sec): 3 clusters
  Score: Raw -176373.692246 + Penalty 2373.092261 = -174000.599985
  nChanged 14
		SP:Iteration 7Q (70607.200000 sec): 3 clusters
  Score: Raw -176392.096771 + Penalty 2373.092261 = -174019.004509
  nChanged 6
		SP:Iteration 8Q (70607.390000 sec): 3 clusters
  Score: Raw -176398.153115 + Penalty 2373.092261 = -174025.060854
  nChanged 3
		SP:Iteration 9Q (70607.620000 sec): 3 clusters
  Score: Raw -176401.307106 + Penalty 2373.092261 = -174028.214844
  nChanged 3
		SP:Iteration 10Q (70607.820000 sec): 3 clusters
  Score: Raw -176407.538997 + Penalty 2373.092261 = -174034.446736
  nChanged 3
		SP:Iteration 11Q (70607.990000 sec): 3 clusters
  Score: Raw -176410.031725 + Penalty 2373.092261 = -174036.939464
  nChanged 1
		SP:Iteration 12Q (70608.170000 sec): 3 clusters
  Score: Raw -176410.597039 + Penalty 2373.092261 = -174037.504778
  nChanged 0
		SP:Iteration 13F (70608.320000 sec): 3 clusters
  Score: Raw -176410.597039 + Penalty 2373.092261 = -174037.504778
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (8558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70608.470000 sec): 2 clusters
  Score: Raw -1078709.544850 + Penalty 1471.376042 = -1077238.168808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70608.700000 sec): 3 clusters
  Score: Raw -1073950.416663 + Penalty 2942.752084 = -1071007.664579
  nChanged 3523
		SP:Iteration 1F (70608.980000 sec): 3 clusters
  Score: Raw -1075802.032447 + Penalty 2942.752084 = -1072859.280363
  nChanged 521
		SP:Iteration 2F (70609.160000 sec): 3 clusters
  Score: Raw -1076023.907500 + Penalty 2942.752084 = -1073081.155416
  nChanged 409
		SP:Iteration 3Q (70609.360000 sec): 3 clusters
  Score: Raw -1076159.740309 + Penalty 2942.752084 = -1073216.988225
  nChanged 308
		SP:Iteration 4Q (70609.560000 sec): 3 clusters
  Score: Raw -1076254.238313 + Penalty 2942.752084 = -1073311.486229
  nChanged 263
		SP:Iteration 5Q (70609.790000 sec): 3 clusters
  Score: Raw -1076336.094140 + Penalty 2942.752084 = -1073393.342056
  nChanged 212
		SP:Iteration 6Q (70610.060000 sec): 3 clusters
  Score: Raw -1076407.588615 + Penalty 2942.752084 = -1073464.836531
  nChanged 226
		SP:Iteration 7Q (70610.270000 sec): 3 clusters
  Score: Raw -1076488.943835 + Penalty 2942.752084 = -1073546.191751
  nChanged 241
		SP:Iteration 8Q (70610.490000 sec): 3 clusters
  Score: Raw -1076576.311782 + Penalty 2942.752084 = -1073633.559698
  nChanged 245
		SP:Iteration 9Q (70610.710000 sec): 3 clusters
  Score: Raw -1076676.817594 + Penalty 2942.752084 = -1073734.065510
  nChanged 242
		SP:Iteration 10Q (70610.960000 sec): 3 clusters
  Score: Raw -1076805.201797 + Penalty 2942.752084 = -1073862.449713
  nChanged 306
		SP:Iteration 11Q (70611.200000 sec): 3 clusters
  Score: Raw -1077001.925064 + Penalty 2942.752084 = -1074059.172980
  nChanged 326
		SP:Iteration 12Q (70611.440000 sec): 3 clusters
  Score: Raw -1077213.185884 + Penalty 2942.752084 = -1074270.433800
  nChanged 300
		SP:Iteration 13Q (70611.670000 sec): 3 clusters
  Score: Raw -1077417.808920 + Penalty 2942.752084 = -1074475.056836
  nChanged 302
		SP:Iteration 14Q (70611.890000 sec): 3 clusters
  Score: Raw -1077606.155024 + Penalty 2942.752084 = -1074663.402940
  nChanged 240
		SP:Iteration 15Q (70612.120000 sec): 3 clusters
  Score: Raw -1077733.194524 + Penalty 2942.752084 = -1074790.442440
  nChanged 184
		SP:Iteration 16Q (70612.340000 sec): 3 clusters
  Score: Raw -1077815.152863 + Penalty 2942.752084 = -1074872.400779
  nChanged 149
		SP:Iteration 17Q (70612.550000 sec): 3 clusters
  Score: Raw -1077881.925772 + Penalty 2942.752084 = -1074939.173688
  nChanged 155
		SP:Iteration 18Q (70612.780000 sec): 3 clusters
  Score: Raw -1077949.245669 + Penalty 2942.752084 = -1075006.493585
  nChanged 117
		SP:Iteration 19Q (70613.010000 sec): 3 clusters
  Score: Raw -1078006.778495 + Penalty 2942.752084 = -1075064.026411
  nChanged 104
		SP:Iteration 20F (70613.220000 sec): 3 clusters
  Score: Raw -1078059.479747 + Penalty 2942.752084 = -1075116.727663
  nChanged 94
		SP:Iteration 21Q (70613.460000 sec): 3 clusters
  Score: Raw -1078107.876344 + Penalty 2942.752084 = -1075165.124260
  nChanged 86
		SP:Iteration 22Q (70613.700000 sec): 3 clusters
  Score: Raw -1078143.146004 + Penalty 2942.752084 = -1075200.393920
  nChanged 66
		SP:Iteration 23Q (70613.950000 sec): 3 clusters
  Score: Raw -1078166.505421 + Penalty 2942.752084 = -1075223.753337
  nChanged 53
		SP:Iteration 24Q (70614.180000 sec): 3 clusters
  Score: Raw -1078186.566705 + Penalty 2942.752084 = -1075243.814621
  nChanged 55
		SP:Iteration 25Q (70614.420000 sec): 3 clusters
  Score: Raw -1078206.705243 + Penalty 2942.752084 = -1075263.953159
  nChanged 49
		SP:Iteration 26Q (70614.640000 sec): 3 clusters
  Score: Raw -1078227.684075 + Penalty 2942.752084 = -1075284.931991
  nChanged 61
		SP:Iteration 27Q (70614.880000 sec): 3 clusters
  Score: Raw -1078259.437464 + Penalty 2942.752084 = -1075316.685380
  nChanged 62
		SP:Iteration 28Q (70615.080000 sec): 3 clusters
  Score: Raw -1078288.928036 + Penalty 2942.752084 = -1075346.175952
  nChanged 57
		SP:Iteration 29Q (70615.330000 sec): 3 clusters
  Score: Raw -1078312.759192 + Penalty 2942.752084 = -1075370.007108
  nChanged 53
		SP:Iteration 30Q (70615.650000 sec): 3 clusters
  Score: Raw -1078336.111155 + Penalty 2942.752084 = -1075393.359071
  nChanged 52
		SP:Iteration 31Q (70615.830000 sec): 3 clusters
  Score: Raw -1078359.925406 + Penalty 2942.752084 = -1075417.173322
  nChanged 48
		SP:Iteration 32Q (70616.080000 sec): 3 clusters
  Score: Raw -1078381.006244 + Penalty 2942.752084 = -1075438.254160
  nChanged 43
		SP:Iteration 33Q (70616.280000 sec): 3 clusters
  Score: Raw -1078399.371794 + Penalty 2942.752084 = -1075456.619710
  nChanged 42
		SP:Iteration 34Q (70616.550000 sec): 3 clusters
  Score: Raw -1078418.151386 + Penalty 2942.752084 = -1075475.399302
  nChanged 32
		SP:Iteration 35Q (70616.780000 sec): 3 clusters
  Score: Raw -1078432.794889 + Penalty 2942.752084 = -1075490.042805
  nChanged 31
		SP:Iteration 36Q (70616.940000 sec): 3 clusters
  Score: Raw -1078446.379205 + Penalty 2942.752084 = -1075503.627121
  nChanged 32
		SP:Iteration 37Q (70617.190000 sec): 3 clusters
  Score: Raw -1078462.174837 + Penalty 2942.752084 = -1075519.422753
  nChanged 30
		SP:Iteration 38Q (70617.390000 sec): 3 clusters
  Score: Raw -1078475.555562 + Penalty 2942.752084 = -1075532.803478
  nChanged 27
		SP:Iteration 39Q (70617.620000 sec): 3 clusters
  Score: Raw -1078487.155125 + Penalty 2942.752084 = -1075544.403041
  nChanged 18
		SP:Iteration 40F (70617.830000 sec): 3 clusters
  Score: Raw -1078493.299966 + Penalty 2942.752084 = -1075550.547882
  nChanged 23
		SP:Iteration 41Q (70618.040000 sec): 3 clusters
  Score: Raw -1078505.218126 + Penalty 2942.752084 = -1075562.466042
  nChanged 25
		SP:Iteration 42Q (70618.300000 sec): 3 clusters
  Score: Raw -1078518.409168 + Penalty 2942.752084 = -1075575.657084
  nChanged 26
		SP:Iteration 43Q (70618.490000 sec): 3 clusters
  Score: Raw -1078530.015112 + Penalty 2942.752084 = -1075587.263028
  nChanged 29
		SP:Iteration 44Q (70618.730000 sec): 3 clusters
  Score: Raw -1078544.127167 + Penalty 2942.752084 = -1075601.375083
  nChanged 25
		SP:Iteration 45Q (70619.020000 sec): 3 clusters
  Score: Raw -1078553.698707 + Penalty 2942.752084 = -1075610.946623
  nChanged 23
		SP:Iteration 46Q (70619.260000 sec): 3 clusters
  Score: Raw -1078563.823773 + Penalty 2942.752084 = -1075621.071689
  nChanged 16
		SP:Iteration 47Q (70619.480000 sec): 3 clusters
  Score: Raw -1078571.705905 + Penalty 2942.752084 = -1075628.953821
  nChanged 16
		SP:Iteration 48Q (70619.700000 sec): 3 clusters
  Score: Raw -1078580.391973 + Penalty 2942.752084 = -1075637.639889
  nChanged 24
		SP:Iteration 49Q (70619.930000 sec): 3 clusters
  Score: Raw -1078591.906874 + Penalty 2942.752084 = -1075649.154790
  nChanged 28
		SP:Iteration 50Q (70620.190000 sec): 3 clusters
  Score: Raw -1078603.402216 + Penalty 2942.752084 = -1075660.650132
  nChanged 22
		SP:Iteration 51Q (70620.400000 sec): 3 clusters
  Score: Raw -1078615.929361 + Penalty 2942.752084 = -1075673.177277
  nChanged 26
		SP:Iteration 52Q (70620.670000 sec): 3 clusters
  Score: Raw -1078631.583748 + Penalty 2942.752084 = -1075688.831664
  nChanged 30
		SP:Iteration 53Q (70620.900000 sec): 3 clusters
  Score: Raw -1078647.482316 + Penalty 2942.752084 = -1075704.730232
  nChanged 29
		SP:Iteration 54Q (70621.150000 sec): 3 clusters
  Score: Raw -1078660.620486 + Penalty 2942.752084 = -1075717.868402
  nChanged 18
		SP:Iteration 55Q (70621.390000 sec): 3 clusters
  Score: Raw -1078670.254392 + Penalty 2942.752084 = -1075727.502308
  nChanged 18
		SP:Iteration 56Q (70621.650000 sec): 3 clusters
  Score: Raw -1078679.415127 + Penalty 2942.752084 = -1075736.663043
  nChanged 18
		SP:Iteration 57Q (70621.880000 sec): 3 clusters
  Score: Raw -1078689.490456 + Penalty 2942.752084 = -1075746.738372
  nChanged 22
		SP:Iteration 58Q (70622.150000 sec): 3 clusters
  Score: Raw -1078701.384007 + Penalty 2942.752084 = -1075758.631923
  nChanged 21
		SP:Iteration 59Q (70622.350000 sec): 3 clusters
  Score: Raw -1078711.375799 + Penalty 2942.752084 = -1075768.623715
  nChanged 17
		SP:Iteration 60F (70622.610000 sec): 3 clusters
  Score: Raw -1078722.979321 + Penalty 2942.752084 = -1075780.227237
  nChanged 14
		SP:Iteration 61Q (70622.800000 sec): 3 clusters
  Score: Raw -1078730.843505 + Penalty 2942.752084 = -1075788.091421
  nChanged 16
		SP:Iteration 62Q (70623.060000 sec): 3 clusters
  Score: Raw -1078739.143701 + Penalty 2942.752084 = -1075796.391617
  nChanged 17
		SP:Iteration 63Q (70623.290000 sec): 3 clusters
  Score: Raw -1078749.224764 + Penalty 2942.752084 = -1075806.472680
  nChanged 17
		SP:Iteration 64Q (70623.500000 sec): 3 clusters
  Score: Raw -1078760.033562 + Penalty 2942.752084 = -1075817.281478
  nChanged 23
		SP:Iteration 65Q (70623.740000 sec): 3 clusters
  Score: Raw -1078774.597466 + Penalty 2942.752084 = -1075831.845382
  nChanged 13
		SP:Iteration 66Q (70624.000000 sec): 3 clusters
  Score: Raw -1078782.218851 + Penalty 2942.752084 = -1075839.466767
  nChanged 14
		SP:Iteration 67Q (70624.230000 sec): 3 clusters
  Score: Raw -1078789.869986 + Penalty 2942.752084 = -1075847.117902
  nChanged 9
		SP:Iteration 68Q (70624.530000 sec): 3 clusters
  Score: Raw -1078795.424981 + Penalty 2942.752084 = -1075852.672897
  nChanged 11
		SP:Iteration 69Q (70624.730000 sec): 3 clusters
  Score: Raw -1078802.844575 + Penalty 2942.752084 = -1075860.092490
  nChanged 7
		SP:Iteration 70Q (70624.970000 sec): 3 clusters
  Score: Raw -1078808.812098 + Penalty 2942.752084 = -1075866.060014
  nChanged 8
		SP:Iteration 71Q (70625.180000 sec): 3 clusters
  Score: Raw -1078814.361486 + Penalty 2942.752084 = -1075871.609402
  nChanged 12
		SP:Iteration 72Q (70625.380000 sec): 3 clusters
  Score: Raw -1078821.921469 + Penalty 2942.752084 = -1075879.169385
  nChanged 12
		SP:Iteration 73Q (70625.600000 sec): 3 clusters
  Score: Raw -1078830.417000 + Penalty 2942.752084 = -1075887.664916
  nChanged 15
		SP:Iteration 74Q (70625.840000 sec): 3 clusters
  Score: Raw -1078843.880729 + Penalty 2942.752084 = -1075901.128645
  nChanged 12
		SP:Iteration 75Q (70626.090000 sec): 3 clusters
  Score: Raw -1078851.792978 + Penalty 2942.752084 = -1075909.040894
  nChanged 9
		SP:Iteration 76Q (70626.310000 sec): 3 clusters
  Score: Raw -1078857.554990 + Penalty 2942.752084 = -1075914.802906
  nChanged 6
		SP:Iteration 77Q (70626.480000 sec): 3 clusters
  Score: Raw -1078863.170800 + Penalty 2942.752084 = -1075920.418716
  nChanged 8
		SP:Iteration 78Q (70626.720000 sec): 3 clusters
  Score: Raw -1078868.960876 + Penalty 2942.752084 = -1075926.208792
  nChanged 5
		SP:Iteration 79Q (70627.010000 sec): 3 clusters
  Score: Raw -1078873.412243 + Penalty 2942.752084 = -1075930.660159
  nChanged 4
		SP:Iteration 80F (70627.270000 sec): 3 clusters
  Score: Raw -1078877.432170 + Penalty 2942.752084 = -1075934.680086
  nChanged 4
		SP:Iteration 81Q (70627.520000 sec): 3 clusters
  Score: Raw -1078880.821240 + Penalty 2942.752084 = -1075938.069156
  nChanged 4
		SP:Iteration 82Q (70627.780000 sec): 3 clusters
  Score: Raw -1078883.222475 + Penalty 2942.752084 = -1075940.470391
  nChanged 4
		SP:Iteration 83Q (70628.070000 sec): 3 clusters
  Score: Raw -1078885.789094 + Penalty 2942.752084 = -1075943.037010
  nChanged 6
		SP:Iteration 84Q (70628.320000 sec): 3 clusters
  Score: Raw -1078888.625237 + Penalty 2942.752084 = -1075945.873153
  nChanged 4
		SP:Iteration 85Q (70628.560000 sec): 3 clusters
  Score: Raw -1078892.204627 + Penalty 2942.752084 = -1075949.452543
  nChanged 5
		SP:Iteration 86Q (70628.800000 sec): 3 clusters
  Score: Raw -1078898.237821 + Penalty 2942.752084 = -1075955.485737
  nChanged 6
		SP:Iteration 87Q (70629.100000 sec): 3 clusters
  Score: Raw -1078904.903990 + Penalty 2942.752084 = -1075962.151906
  nChanged 5
		SP:Iteration 88Q (70629.340000 sec): 3 clusters
  Score: Raw -1078909.937977 + Penalty 2942.752084 = -1075967.185893
  nChanged 6
		SP:Iteration 89Q (70629.600000 sec): 3 clusters
  Score: Raw -1078914.280633 + Penalty 2942.752084 = -1075971.528549
  nChanged 4
		SP:Iteration 90Q (70629.830000 sec): 3 clusters
  Score: Raw -1078919.233465 + Penalty 2942.752084 = -1075976.481381
  nChanged 2
		SP:Iteration 91Q (70630.120000 sec): 3 clusters
  Score: Raw -1078920.746280 + Penalty 2942.752084 = -1075977.994196
  nChanged 2
		SP:Iteration 92Q (70630.420000 sec): 3 clusters
  Score: Raw -1078922.303123 + Penalty 2942.752084 = -1075979.551039
  nChanged 3
		SP:Iteration 93Q (70630.640000 sec): 3 clusters
  Score: Raw -1078924.271360 + Penalty 2942.752084 = -1075981.519276
  nChanged 3
		SP:Iteration 94Q (70630.860000 sec): 3 clusters
  Score: Raw -1078925.785928 + Penalty 2942.752084 = -1075983.033844
  nChanged 3
		SP:Iteration 95Q (70631.130000 sec): 3 clusters
  Score: Raw -1078929.952447 + Penalty 2942.752084 = -1075987.200363
  nChanged 6
		SP:Iteration 96Q (70631.360000 sec): 3 clusters
  Score: Raw -1078935.903041 + Penalty 2942.752084 = -1075993.150957
  nChanged 3
		SP:Iteration 97Q (70631.590000 sec): 3 clusters
  Score: Raw -1078938.374839 + Penalty 2942.752084 = -1075995.622755
  nChanged 2
		SP:Iteration 98Q (70631.830000 sec): 3 clusters
  Score: Raw -1078939.787092 + Penalty 2942.752084 = -1075997.035008
  nChanged 3
		SP:Iteration 99Q (70632.100000 sec): 3 clusters
  Score: Raw -1078942.744313 + Penalty 2942.752084 = -1075999.992229
  nChanged 2
		SP:Iteration 100F (70632.310000 sec): 3 clusters
  Score: Raw -1078944.114391 + Penalty 2942.752084 = -1076001.362307
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (12382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70632.450000 sec): 2 clusters
  Score: Raw -1415622.276898 + Penalty 1531.399851 = -1414090.877046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70632.690000 sec): 3 clusters
  Score: Raw -1408488.524456 + Penalty 3062.799702 = -1405425.724753
  nChanged 5391
		SP:Iteration 1F (70632.910000 sec): 3 clusters
  Score: Raw -1411465.301913 + Penalty 3062.799702 = -1408402.502210
  nChanged 766
		SP:Iteration 2F (70633.150000 sec): 3 clusters
  Score: Raw -1411801.010380 + Penalty 3062.799702 = -1408738.210678
  nChanged 659
		SP:Iteration 3F (70633.450000 sec): 3 clusters
  Score: Raw -1412091.566455 + Penalty 3062.799702 = -1409028.766752
  nChanged 650
		SP:Iteration 4F (70633.690000 sec): 3 clusters
  Score: Raw -1412408.469238 + Penalty 3062.799702 = -1409345.669536
  nChanged 628
		SP:Iteration 5F (70633.930000 sec): 3 clusters
  Score: Raw -1412734.627541 + Penalty 3062.799702 = -1409671.827839
  nChanged 637
		SP:Iteration 6F (70634.150000 sec): 3 clusters
  Score: Raw -1413088.169651 + Penalty 3062.799702 = -1410025.369949
  nChanged 617
		SP:Iteration 7Q (70634.410000 sec): 3 clusters
  Score: Raw -1413454.532509 + Penalty 3062.799702 = -1410391.732806
  nChanged 627
		SP:Iteration 8F (70634.700000 sec): 3 clusters
  Score: Raw -1413849.146989 + Penalty 3062.799702 = -1410786.347287
  nChanged 580
		SP:Iteration 9Q (70634.910000 sec): 3 clusters
  Score: Raw -1414214.979034 + Penalty 3062.799702 = -1411152.179332
  nChanged 530
		SP:Iteration 10Q (70635.190000 sec): 3 clusters
  Score: Raw -1414552.043759 + Penalty 3062.799702 = -1411489.244057
  nChanged 467
		SP:Iteration 11Q (70635.510000 sec): 3 clusters
  Score: Raw -1414890.102895 + Penalty 3062.799702 = -1411827.303193
  nChanged 397
		SP:Iteration 12Q (70635.770000 sec): 3 clusters
  Score: Raw -1415201.208371 + Penalty 3062.799702 = -1412138.408669
  nChanged 346
		SP:Iteration 13Q (70636.020000 sec): 3 clusters
  Score: Raw -1415475.097441 + Penalty 3062.799702 = -1412412.297738
  nChanged 251
		SP:Iteration 14Q (70636.290000 sec): 3 clusters
  Score: Raw -1415669.450476 + Penalty 3062.799702 = -1412606.650774
  nChanged 208
		SP:Iteration 15Q (70636.560000 sec): 3 clusters
  Score: Raw -1415819.587197 + Penalty 3062.799702 = -1412756.787494
  nChanged 160
		SP:Iteration 16Q (70636.810000 sec): 3 clusters
  Score: Raw -1415931.755692 + Penalty 3062.799702 = -1412868.955990
  nChanged 124
		SP:Iteration 17Q (70637.110000 sec): 3 clusters
  Score: Raw -1416025.947791 + Penalty 3062.799702 = -1412963.148089
  nChanged 81
		SP:Iteration 18Q (70637.350000 sec): 3 clusters
  Score: Raw -1416078.965718 + Penalty 3062.799702 = -1413016.166016
  nChanged 66
		SP:Iteration 19Q (70637.650000 sec): 3 clusters
  Score: Raw -1416110.031858 + Penalty 3062.799702 = -1413047.232155
  nChanged 51
		SP:Iteration 20F (70637.870000 sec): 3 clusters
  Score: Raw -1416133.550594 + Penalty 3062.799702 = -1413070.750891
  nChanged 48
		SP:Iteration 21Q (70638.130000 sec): 3 clusters
  Score: Raw -1416159.234403 + Penalty 3062.799702 = -1413096.434701
  nChanged 52
		SP:Iteration 22Q (70638.390000 sec): 3 clusters
  Score: Raw -1416179.532061 + Penalty 3062.799702 = -1413116.732358
  nChanged 29
		SP:Iteration 23Q (70638.670000 sec): 3 clusters
  Score: Raw -1416191.663999 + Penalty 3062.799702 = -1413128.864296
  nChanged 22
		SP:Iteration 24Q (70638.930000 sec): 3 clusters
  Score: Raw -1416201.379669 + Penalty 3062.799702 = -1413138.579967
  nChanged 13
		SP:Iteration 25Q (70639.200000 sec): 3 clusters
  Score: Raw -1416205.484265 + Penalty 3062.799702 = -1413142.684563
  nChanged 11
		SP:Iteration 26Q (70639.480000 sec): 3 clusters
  Score: Raw -1416208.324253 + Penalty 3062.799702 = -1413145.524551
  nChanged 8
		SP:Iteration 27Q (70639.700000 sec): 3 clusters
  Score: Raw -1416210.756087 + Penalty 3062.799702 = -1413147.956384
  nChanged 5
		SP:Iteration 28Q (70639.960000 sec): 3 clusters
  Score: Raw -1416212.415742 + Penalty 3062.799702 = -1413149.616039
  nChanged 9
		SP:Iteration 29Q (70640.220000 sec): 3 clusters
  Score: Raw -1416215.196922 + Penalty 3062.799702 = -1413152.397220
  nChanged 10
		SP:Iteration 30Q (70640.470000 sec): 3 clusters
  Score: Raw -1416219.019508 + Penalty 3062.799702 = -1413156.219806
  nChanged 6
		SP:Iteration 31Q (70640.720000 sec): 3 clusters
  Score: Raw -1416222.753893 + Penalty 3062.799702 = -1413159.954191
  nChanged 9
		SP:Iteration 32Q (70640.960000 sec): 3 clusters
  Score: Raw -1416227.225759 + Penalty 3062.799702 = -1413164.426057
  nChanged 10
		SP:Iteration 33Q (70641.240000 sec): 3 clusters
  Score: Raw -1416229.139148 + Penalty 3062.799702 = -1413166.339445
  nChanged 5
		SP:Iteration 34Q (70641.450000 sec): 3 clusters
  Score: Raw -1416230.121190 + Penalty 3062.799702 = -1413167.321488
  nChanged 1
		SP:Iteration 35Q (70641.640000 sec): 3 clusters
  Score: Raw -1416230.341265 + Penalty 3062.799702 = -1413167.541562
  nChanged 2
		SP:Iteration 36Q (70641.860000 sec): 3 clusters
  Score: Raw -1416231.235137 + Penalty 3062.799702 = -1413168.435435
  nChanged 2
		SP:Iteration 37Q (70642.200000 sec): 3 clusters
  Score: Raw -1416232.575246 + Penalty 3062.799702 = -1413169.775544
  nChanged 2
		SP:Iteration 38Q (70642.400000 sec): 3 clusters
  Score: Raw -1416233.006268 + Penalty 3062.799702 = -1413170.206565
  nChanged 0
		SP:Iteration 39F (70642.670000 sec): 3 clusters
  Score: Raw -1416233.006268 + Penalty 3062.799702 = -1413170.206565
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (22010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70642.880000 sec): 2 clusters
  Score: Raw -2724694.457462 + Penalty 1624.878478 = -2723069.578983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70643.220000 sec): 3 clusters
  Score: Raw -2711329.509222 + Penalty 3249.756957 = -2708079.752266
  nChanged 10042
		SP:Iteration 1F (70643.500000 sec): 3 clusters
  Score: Raw -2717292.108881 + Penalty 3249.756957 = -2714042.351925
  nChanged 1389
		SP:Iteration 2F (70643.820000 sec): 3 clusters
  Score: Raw -2718007.999282 + Penalty 3249.756957 = -2714758.242325
  nChanged 1397
		SP:Iteration 3F (70644.090000 sec): 3 clusters
  Score: Raw -2718828.633675 + Penalty 3249.756957 = -2715578.876718
  nChanged 1465
		SP:Iteration 4F (70644.410000 sec): 3 clusters
  Score: Raw -2719797.388806 + Penalty 3249.756957 = -2716547.631849
  nChanged 1497
		SP:Iteration 5F (70644.710000 sec): 3 clusters
  Score: Raw -2720883.191190 + Penalty 3249.756957 = -2717633.434234
  nChanged 1410
		SP:Iteration 6F (70645.050000 sec): 3 clusters
  Score: Raw -2721963.791831 + Penalty 3249.756957 = -2718714.034874
  nChanged 1219
		SP:Iteration 7F (70645.370000 sec): 3 clusters
  Score: Raw -2722951.382753 + Penalty 3249.756957 = -2719701.625797
  nChanged 905
		SP:Iteration 8Q (70645.660000 sec): 3 clusters
  Score: Raw -2723716.995743 + Penalty 3249.756957 = -2720467.238786
  nChanged 625
		SP:Iteration 9Q (70645.990000 sec): 3 clusters
  Score: Raw -2724233.831704 + Penalty 3249.756957 = -2720984.074748
  nChanged 359
		SP:Iteration 10Q (70646.310000 sec): 3 clusters
  Score: Raw -2724527.279750 + Penalty 3249.756957 = -2721277.522793
  nChanged 196
		SP:Iteration 11Q (70646.650000 sec): 3 clusters
  Score: Raw -2724686.723350 + Penalty 3249.756957 = -2721436.966394
  nChanged 111
		SP:Iteration 12Q (70646.880000 sec): 3 clusters
  Score: Raw -2724778.398937 + Penalty 3249.756957 = -2721528.641980
  nChanged 60
		SP:Iteration 13Q (70647.190000 sec): 3 clusters
  Score: Raw -2724835.307941 + Penalty 3249.756957 = -2721585.550984
  nChanged 36
		SP:Iteration 14Q (70647.520000 sec): 3 clusters
  Score: Raw -2724866.692926 + Penalty 3249.756957 = -2721616.935969
  nChanged 20
		SP:Iteration 15Q (70647.790000 sec): 3 clusters
  Score: Raw -2724885.217526 + Penalty 3249.756957 = -2721635.460569
  nChanged 19
		SP:Iteration 16Q (70648.080000 sec): 3 clusters
  Score: Raw -2724902.400900 + Penalty 3249.756957 = -2721652.643943
  nChanged 12
		SP:Iteration 17Q (70648.380000 sec): 3 clusters
  Score: Raw -2724912.125324 + Penalty 3249.756957 = -2721662.368367
  nChanged 5
		SP:Iteration 18Q (70648.680000 sec): 3 clusters
  Score: Raw -2724916.397982 + Penalty 3249.756957 = -2721666.641026
  nChanged 4
		SP:Iteration 19Q (70648.990000 sec): 3 clusters
  Score: Raw -2724920.932728 + Penalty 3249.756957 = -2721671.175771
  nChanged 4
		SP:Iteration 20F (70649.290000 sec): 3 clusters
  Score: Raw -2724923.326067 + Penalty 3249.756957 = -2721673.569110
  nChanged 3
		SP:Iteration 21Q (70649.540000 sec): 3 clusters
  Score: Raw -2724925.688392 + Penalty 3249.756957 = -2721675.931435
  nChanged 2
		SP:Iteration 22Q (70649.820000 sec): 3 clusters
  Score: Raw -2724926.858673 + Penalty 3249.756957 = -2721677.101716
  nChanged 0
		SP:Iteration 23F (70650.080000 sec): 3 clusters
  Score: Raw -2724926.858673 + Penalty 3249.756957 = -2721677.101716
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (35407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70650.260000 sec): 2 clusters
  Score: Raw -4123530.804495 + Penalty 1702.133033 = -4121828.671462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70650.590000 sec): 3 clusters
  Score: Raw -4101500.975168 + Penalty 3404.266066 = -4098096.709101
  nChanged 16372
		SP:Iteration 1F (70650.940000 sec): 3 clusters
  Score: Raw -4110926.080078 + Penalty 3404.266066 = -4107521.814012
  nChanged 1749
		SP:Iteration 2Q (70651.290000 sec): 3 clusters
  Score: Raw -4111585.295945 + Penalty 3404.266066 = -4108181.029879
  nChanged 1759
		SP:Iteration 3Q (70651.660000 sec): 3 clusters
  Score: Raw -4112406.207742 + Penalty 3404.266066 = -4109001.941675
  nChanged 2013
		SP:Iteration 4F (70652.020000 sec): 3 clusters
  Score: Raw -4113612.383628 + Penalty 3404.266066 = -4110208.117561
  nChanged 2364
		SP:Iteration 5F (70652.400000 sec): 3 clusters
  Score: Raw -4115308.966050 + Penalty 3404.266066 = -4111904.699983
  nChanged 2626
		SP:Iteration 6F (70652.760000 sec): 3 clusters
  Score: Raw -4117509.339963 + Penalty 3404.266066 = -4114105.073896
  nChanged 2449
		SP:Iteration 7F (70653.100000 sec): 3 clusters
  Score: Raw -4119699.395255 + Penalty 3404.266066 = -4116295.129189
  nChanged 1871
		SP:Iteration 8F (70653.430000 sec): 3 clusters
  Score: Raw -4121411.716253 + Penalty 3404.266066 = -4118007.450187
  nChanged 1250
		SP:Iteration 9Q (70653.800000 sec): 3 clusters
  Score: Raw -4122487.980099 + Penalty 3404.266066 = -4119083.714033
  nChanged 723
		SP:Iteration 10Q (70654.160000 sec): 3 clusters
  Score: Raw -4123108.865672 + Penalty 3404.266066 = -4119704.599606
  nChanged 458
		SP:Iteration 11Q (70654.490000 sec): 3 clusters
  Score: Raw -4123497.399583 + Penalty 3404.266066 = -4120093.133517
  nChanged 263
		SP:Iteration 12Q (70654.800000 sec): 3 clusters
  Score: Raw -4123730.946693 + Penalty 3404.266066 = -4120326.680627
  nChanged 177
		SP:Iteration 13Q (70655.170000 sec): 3 clusters
  Score: Raw -4123892.185288 + Penalty 3404.266066 = -4120487.919222
  nChanged 110
		SP:Iteration 14Q (70655.540000 sec): 3 clusters
  Score: Raw -4123986.364354 + Penalty 3404.266066 = -4120582.098287
  nChanged 96
		SP:Iteration 15Q (70655.840000 sec): 3 clusters
  Score: Raw -4124059.878087 + Penalty 3404.266066 = -4120655.612021
  nChanged 84
		SP:Iteration 16Q (70656.190000 sec): 3 clusters
  Score: Raw -4124126.633735 + Penalty 3404.266066 = -4120722.367669
  nChanged 66
		SP:Iteration 17Q (70656.540000 sec): 3 clusters
  Score: Raw -4124185.237251 + Penalty 3404.266066 = -4120780.971185
  nChanged 50
		SP:Iteration 18Q (70656.920000 sec): 3 clusters
  Score: Raw -4124224.229460 + Penalty 3404.266066 = -4120819.963393
  nChanged 42
		SP:Iteration 19Q (70657.220000 sec): 3 clusters
  Score: Raw -4124262.223629 + Penalty 3404.266066 = -4120857.957563
  nChanged 45
		SP:Iteration 20F (70657.590000 sec): 3 clusters
  Score: Raw -4124303.149037 + Penalty 3404.266066 = -4120898.882971
  nChanged 48
		SP:Iteration 21Q (70657.910000 sec): 3 clusters
  Score: Raw -4124342.583655 + Penalty 3404.266066 = -4120938.317588
  nChanged 37
		SP:Iteration 22Q (70658.260000 sec): 3 clusters
  Score: Raw -4124361.931144 + Penalty 3404.266066 = -4120957.665078
  nChanged 18
		SP:Iteration 23Q (70658.630000 sec): 3 clusters
  Score: Raw -4124370.327747 + Penalty 3404.266066 = -4120966.061680
  nChanged 18
		SP:Iteration 24Q (70658.940000 sec): 3 clusters
  Score: Raw -4124383.844815 + Penalty 3404.266066 = -4120979.578749
  nChanged 31
		SP:Iteration 25Q (70659.240000 sec): 3 clusters
  Score: Raw -4124397.687973 + Penalty 3404.266066 = -4120993.421906
  nChanged 14
		SP:Iteration 26Q (70659.600000 sec): 3 clusters
  Score: Raw -4124405.436056 + Penalty 3404.266066 = -4121001.169989
  nChanged 14
		SP:Iteration 27Q (70659.990000 sec): 3 clusters
  Score: Raw -4124415.144344 + Penalty 3404.266066 = -4121010.878277
  nChanged 29
		SP:Iteration 28Q (70660.370000 sec): 3 clusters
  Score: Raw -4124433.741878 + Penalty 3404.266066 = -4121029.475812
  nChanged 29
		SP:Iteration 29Q (70660.730000 sec): 3 clusters
  Score: Raw -4124447.478919 + Penalty 3404.266066 = -4121043.212853
  nChanged 30
		SP:Iteration 30Q (70661.060000 sec): 3 clusters
  Score: Raw -4124464.560476 + Penalty 3404.266066 = -4121060.294410
  nChanged 31
		SP:Iteration 31Q (70661.410000 sec): 3 clusters
  Score: Raw -4124480.330691 + Penalty 3404.266066 = -4121076.064625
  nChanged 40
		SP:Iteration 32Q (70661.760000 sec): 3 clusters
  Score: Raw -4124499.619817 + Penalty 3404.266066 = -4121095.353751
  nChanged 30
		SP:Iteration 33Q (70662.110000 sec): 3 clusters
  Score: Raw -4124510.241400 + Penalty 3404.266066 = -4121105.975334
  nChanged 17
		SP:Iteration 34Q (70662.400000 sec): 3 clusters
  Score: Raw -4124515.062635 + Penalty 3404.266066 = -4121110.796569
  nChanged 10
		SP:Iteration 35Q (70662.740000 sec): 3 clusters
  Score: Raw -4124518.578998 + Penalty 3404.266066 = -4121114.312931
  nChanged 9
		SP:Iteration 36Q (70663.050000 sec): 3 clusters
  Score: Raw -4124520.599298 + Penalty 3404.266066 = -4121116.333232
  nChanged 7
		SP:Iteration 37Q (70663.440000 sec): 3 clusters
  Score: Raw -4124524.042429 + Penalty 3404.266066 = -4121119.776363
  nChanged 12
		SP:Iteration 38Q (70663.760000 sec): 3 clusters
  Score: Raw -4124527.852478 + Penalty 3404.266066 = -4121123.586412
  nChanged 7
		SP:Iteration 39Q (70664.110000 sec): 3 clusters
  Score: Raw -4124530.556368 + Penalty 3404.266066 = -4121126.290302
  nChanged 11
		SP:Iteration 40F (70664.470000 sec): 3 clusters
  Score: Raw -4124577.074507 + Penalty 3404.266066 = -4121172.808441
  nChanged 35
		SP:Iteration 41Q (70664.820000 sec): 3 clusters
  Score: Raw -4124648.568613 + Penalty 3404.266066 = -4121244.302546
  nChanged 67
		SP:Iteration 42Q (70665.190000 sec): 3 clusters
  Score: Raw -4124727.866819 + Penalty 3404.266066 = -4121323.600752
  nChanged 84
		SP:Iteration 43Q (70665.490000 sec): 3 clusters
  Score: Raw -4124827.979172 + Penalty 3404.266066 = -4121423.713106
  nChanged 108
		SP:Iteration 44Q (70665.800000 sec): 3 clusters
  Score: Raw -4124913.644982 + Penalty 3404.266066 = -4121509.378915
  nChanged 104
		SP:Iteration 45Q (70666.120000 sec): 3 clusters
  Score: Raw -4124981.299182 + Penalty 3404.266066 = -4121577.033115
  nChanged 81
		SP:Iteration 46Q (70666.470000 sec): 3 clusters
  Score: Raw -4125017.789606 + Penalty 3404.266066 = -4121613.523540
  nChanged 68
		SP:Iteration 47Q (70666.750000 sec): 3 clusters
  Score: Raw -4125042.889391 + Penalty 3404.266066 = -4121638.623325
  nChanged 48
		SP:Iteration 48Q (70667.120000 sec): 3 clusters
  Score: Raw -4125057.483104 + Penalty 3404.266066 = -4121653.217038
  nChanged 31
		SP:Iteration 49Q (70667.390000 sec): 3 clusters
  Score: Raw -4125063.796452 + Penalty 3404.266066 = -4121659.530386
  nChanged 11
		SP:Iteration 50Q (70667.700000 sec): 3 clusters
  Score: Raw -4125066.859032 + Penalty 3404.266066 = -4121662.592966
  nChanged 13
		SP:Iteration 51Q (70668.030000 sec): 3 clusters
  Score: Raw -4125070.015703 + Penalty 3404.266066 = -4121665.749637
  nChanged 12
		SP:Iteration 52Q (70668.350000 sec): 3 clusters
  Score: Raw -4125072.440903 + Penalty 3404.266066 = -4121668.174837
  nChanged 6
		SP:Iteration 53Q (70668.660000 sec): 3 clusters
  Score: Raw -4125073.607686 + Penalty 3404.266066 = -4121669.341619
  nChanged 6
		SP:Iteration 54Q (70669.030000 sec): 3 clusters
  Score: Raw -4125074.948196 + Penalty 3404.266066 = -4121670.682129
  nChanged 5
		SP:Iteration 55Q (70669.370000 sec): 3 clusters
  Score: Raw -4125075.763566 + Penalty 3404.266066 = -4121671.497500
  nChanged 4
		SP:Iteration 56Q (70669.690000 sec): 3 clusters
  Score: Raw -4125076.267604 + Penalty 3404.266066 = -4121672.001538
  nChanged 3
		SP:Iteration 57Q (70670.010000 sec): 3 clusters
  Score: Raw -4125076.698657 + Penalty 3404.266066 = -4121672.432590
  nChanged 6
		SP:Iteration 58Q (70670.400000 sec): 3 clusters
  Score: Raw -4125077.680910 + Penalty 3404.266066 = -4121673.414843
  nChanged 5
		SP:Iteration 59Q (70670.720000 sec): 3 clusters
  Score: Raw -4125078.651637 + Penalty 3404.266066 = -4121674.385570
  nChanged 7
		SP:Iteration 60F (70671.100000 sec): 3 clusters
  Score: Raw -4125146.220159 + Penalty 3404.266066 = -4121741.954092
  nChanged 37
		SP:Iteration 61Q (70671.450000 sec): 3 clusters
  Score: Raw -4125169.150874 + Penalty 3404.266066 = -4121764.884808
  nChanged 32
		SP:Iteration 62Q (70671.810000 sec): 3 clusters
  Score: Raw -4125177.172778 + Penalty 3404.266066 = -4121772.906712
  nChanged 17
		SP:Iteration 63Q (70672.170000 sec): 3 clusters
  Score: Raw -4125180.617158 + Penalty 3404.266066 = -4121776.351092
  nChanged 19
		SP:Iteration 64Q (70672.510000 sec): 3 clusters
  Score: Raw -4125183.938302 + Penalty 3404.266066 = -4121779.672235
  nChanged 8
		SP:Iteration 65Q (70672.880000 sec): 3 clusters
  Score: Raw -4125185.918047 + Penalty 3404.266066 = -4121781.651981
  nChanged 10
		SP:Iteration 66Q (70673.180000 sec): 3 clusters
  Score: Raw -4125187.676470 + Penalty 3404.266066 = -4121783.410404
  nChanged 6
		SP:Iteration 67Q (70673.560000 sec): 3 clusters
  Score: Raw -4125189.007163 + Penalty 3404.266066 = -4121784.741097
  nChanged 5
		SP:Iteration 68Q (70673.840000 sec): 3 clusters
  Score: Raw -4125190.427214 + Penalty 3404.266066 = -4121786.161148
  nChanged 7
		SP:Iteration 69Q (70674.190000 sec): 3 clusters
  Score: Raw -4125192.229127 + Penalty 3404.266066 = -4121787.963061
  nChanged 8
		SP:Iteration 70Q (70674.500000 sec): 3 clusters
  Score: Raw -4125194.779763 + Penalty 3404.266066 = -4121790.513697
  nChanged 7
		SP:Iteration 71Q (70674.820000 sec): 3 clusters
  Score: Raw -4125196.309820 + Penalty 3404.266066 = -4121792.043754
  nChanged 4
		SP:Iteration 72Q (70675.130000 sec): 3 clusters
  Score: Raw -4125197.998261 + Penalty 3404.266066 = -4121793.732194
  nChanged 7
		SP:Iteration 73Q (70675.500000 sec): 3 clusters
  Score: Raw -4125199.424022 + Penalty 3404.266066 = -4121795.157955
  nChanged 3
		SP:Iteration 74Q (70675.800000 sec): 3 clusters
  Score: Raw -4125199.811748 + Penalty 3404.266066 = -4121795.545682
  nChanged 3
		SP:Iteration 75Q (70676.170000 sec): 3 clusters
  Score: Raw -4125200.507835 + Penalty 3404.266066 = -4121796.241769
  nChanged 4
		SP:Iteration 76Q (70676.540000 sec): 3 clusters
  Score: Raw -4125201.205911 + Penalty 3404.266066 = -4121796.939844
  nChanged 4
		SP:Iteration 77Q (70676.950000 sec): 3 clusters
  Score: Raw -4125202.233873 + Penalty 3404.266066 = -4121797.967806
  nChanged 6
		SP:Iteration 78Q (70677.290000 sec): 3 clusters
  Score: Raw -4125203.200907 + Penalty 3404.266066 = -4121798.934841
  nChanged 3
		SP:Iteration 79Q (70677.630000 sec): 3 clusters
  Score: Raw -4125203.647623 + Penalty 3404.266066 = -4121799.381557
  nChanged 3
		SP:Iteration 80F (70678.040000 sec): 3 clusters
  Score: Raw -4125204.778655 + Penalty 3404.266066 = -4121800.512589
  nChanged 8
		SP:Iteration 81Q (70678.410000 sec): 3 clusters
  Score: Raw -4125206.039533 + Penalty 3404.266066 = -4121801.773466
  nChanged 8
		SP:Iteration 82Q (70678.750000 sec): 3 clusters
  Score: Raw -4125207.596175 + Penalty 3404.266066 = -4121803.330109
  nChanged 4
		SP:Iteration 83Q (70679.030000 sec): 3 clusters
  Score: Raw -4125208.514591 + Penalty 3404.266066 = -4121804.248525
  nChanged 3
		SP:Iteration 84Q (70679.350000 sec): 3 clusters
  Score: Raw -4125208.887073 + Penalty 3404.266066 = -4121804.621006
  nChanged 2
		SP:Iteration 85Q (70679.630000 sec): 3 clusters
  Score: Raw -4125209.228507 + Penalty 3404.266066 = -4121804.962441
  nChanged 4
		SP:Iteration 86Q (70679.860000 sec): 3 clusters
  Score: Raw -4125209.693343 + Penalty 3404.266066 = -4121805.427277
  nChanged 2
		SP:Iteration 87Q (70680.130000 sec): 3 clusters
  Score: Raw -4125210.085681 + Penalty 3404.266066 = -4121805.819614
  nChanged 0
		SP:Iteration 88F (70680.410000 sec): 3 clusters
  Score: Raw -4125210.085681 + Penalty 3404.266066 = -4121805.819614
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (16968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70680.530000 sec): 2 clusters
  Score: Raw -1970978.155236 + Penalty 1582.601231 = -1969395.554005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70680.770000 sec): 3 clusters
  Score: Raw -1960891.094546 + Penalty 3165.202461 = -1957725.892084
  nChanged 7535
		SP:Iteration 1F (70681.040000 sec): 3 clusters
  Score: Raw -1964871.366471 + Penalty 3165.202461 = -1961706.164010
  nChanged 915
		SP:Iteration 2F (70681.270000 sec): 3 clusters
  Score: Raw -1965213.165249 + Penalty 3165.202461 = -1962047.962788
  nChanged 804
		SP:Iteration 3Q (70681.510000 sec): 3 clusters
  Score: Raw -1965517.047589 + Penalty 3165.202461 = -1962351.845128
  nChanged 748
		SP:Iteration 4Q (70681.810000 sec): 3 clusters
  Score: Raw -1965809.567542 + Penalty 3165.202461 = -1962644.365081
  nChanged 691
		SP:Iteration 5Q (70682.090000 sec): 3 clusters
  Score: Raw -1966107.813155 + Penalty 3165.202461 = -1962942.610693
  nChanged 725
		SP:Iteration 6Q (70682.360000 sec): 3 clusters
  Score: Raw -1966400.348774 + Penalty 3165.202461 = -1963235.146313
  nChanged 662
		SP:Iteration 7Q (70682.680000 sec): 3 clusters
  Score: Raw -1966682.856807 + Penalty 3165.202461 = -1963517.654346
  nChanged 696
		SP:Iteration 8Q (70682.930000 sec): 3 clusters
  Score: Raw -1966997.142658 + Penalty 3165.202461 = -1963831.940197
  nChanged 685
		SP:Iteration 9Q (70683.210000 sec): 3 clusters
  Score: Raw -1967352.457936 + Penalty 3165.202461 = -1964187.255475
  nChanged 738
		SP:Iteration 10Q (70683.500000 sec): 3 clusters
  Score: Raw -1967762.863330 + Penalty 3165.202461 = -1964597.660869
  nChanged 751
		SP:Iteration 11Q (70683.800000 sec): 3 clusters
  Score: Raw -1968199.015423 + Penalty 3165.202461 = -1965033.812962
  nChanged 717
		SP:Iteration 12Q (70684.050000 sec): 3 clusters
  Score: Raw -1968625.928306 + Penalty 3165.202461 = -1965460.725845
  nChanged 663
		SP:Iteration 13Q (70684.350000 sec): 3 clusters
  Score: Raw -1969029.305414 + Penalty 3165.202461 = -1965864.102953
  nChanged 582
		SP:Iteration 14Q (70684.620000 sec): 3 clusters
  Score: Raw -1969386.614381 + Penalty 3165.202461 = -1966221.411919
  nChanged 508
		SP:Iteration 15Q (70684.930000 sec): 3 clusters
  Score: Raw -1969708.077348 + Penalty 3165.202461 = -1966542.874887
  nChanged 426
		SP:Iteration 16Q (70685.210000 sec): 3 clusters
  Score: Raw -1969952.746104 + Penalty 3165.202461 = -1966787.543643
  nChanged 364
		SP:Iteration 17Q (70685.440000 sec): 3 clusters
  Score: Raw -1970173.492494 + Penalty 3165.202461 = -1967008.290033
  nChanged 299
		SP:Iteration 18Q (70685.710000 sec): 3 clusters
  Score: Raw -1970359.467531 + Penalty 3165.202461 = -1967194.265070
  nChanged 254
		SP:Iteration 19Q (70685.970000 sec): 3 clusters
  Score: Raw -1970508.103051 + Penalty 3165.202461 = -1967342.900590
  nChanged 215
		SP:Iteration 20F (70686.240000 sec): 3 clusters
  Score: Raw -1970638.033879 + Penalty 3165.202461 = -1967472.831418
  nChanged 176
		SP:Iteration 21Q (70686.480000 sec): 3 clusters
  Score: Raw -1970745.430034 + Penalty 3165.202461 = -1967580.227573
  nChanged 128
		SP:Iteration 22Q (70686.740000 sec): 3 clusters
  Score: Raw -1970822.369694 + Penalty 3165.202461 = -1967657.167232
  nChanged 115
		SP:Iteration 23Q (70687.050000 sec): 3 clusters
  Score: Raw -1970882.910393 + Penalty 3165.202461 = -1967717.707932
  nChanged 92
		SP:Iteration 24Q (70687.320000 sec): 3 clusters
  Score: Raw -1970946.610642 + Penalty 3165.202461 = -1967781.408180
  nChanged 74
		SP:Iteration 25Q (70687.570000 sec): 3 clusters
  Score: Raw -1970994.440286 + Penalty 3165.202461 = -1967829.237825
  nChanged 63
		SP:Iteration 26Q (70687.830000 sec): 3 clusters
  Score: Raw -1971036.591652 + Penalty 3165.202461 = -1967871.389191
  nChanged 46
		SP:Iteration 27Q (70688.130000 sec): 3 clusters
  Score: Raw -1971066.128440 + Penalty 3165.202461 = -1967900.925978
  nChanged 42
		SP:Iteration 28Q (70688.380000 sec): 3 clusters
  Score: Raw -1971088.445188 + Penalty 3165.202461 = -1967923.242727
  nChanged 30
		SP:Iteration 29Q (70688.670000 sec): 3 clusters
  Score: Raw -1971108.484655 + Penalty 3165.202461 = -1967943.282194
  nChanged 24
		SP:Iteration 30Q (70688.890000 sec): 3 clusters
  Score: Raw -1971120.076690 + Penalty 3165.202461 = -1967954.874228
  nChanged 23
		SP:Iteration 31Q (70689.090000 sec): 3 clusters
  Score: Raw -1971130.318102 + Penalty 3165.202461 = -1967965.115640
  nChanged 15
		SP:Iteration 32Q (70689.360000 sec): 3 clusters
  Score: Raw -1971141.596772 + Penalty 3165.202461 = -1967976.394311
  nChanged 15
		SP:Iteration 33Q (70689.590000 sec): 3 clusters
  Score: Raw -1971148.237401 + Penalty 3165.202461 = -1967983.034939
  nChanged 7
		SP:Iteration 34Q (70689.810000 sec): 3 clusters
  Score: Raw -1971151.198595 + Penalty 3165.202461 = -1967985.996134
  nChanged 8
		SP:Iteration 35Q (70690.040000 sec): 3 clusters
  Score: Raw -1971156.649497 + Penalty 3165.202461 = -1967991.447036
  nChanged 9
		SP:Iteration 36Q (70690.230000 sec): 3 clusters
  Score: Raw -1971160.735372 + Penalty 3165.202461 = -1967995.532911
  nChanged 4
		SP:Iteration 37Q (70690.460000 sec): 3 clusters
  Score: Raw -1971162.072814 + Penalty 3165.202461 = -1967996.870352
  nChanged 5
		SP:Iteration 38Q (70690.710000 sec): 3 clusters
  Score: Raw -1971163.844843 + Penalty 3165.202461 = -1967998.642382
  nChanged 1
		SP:Iteration 39Q (70690.920000 sec): 3 clusters
  Score: Raw -1971164.313099 + Penalty 3165.202461 = -1967999.110638
  nChanged 2
		SP:Iteration 40F (70691.180000 sec): 3 clusters
  Score: Raw -1971165.056309 + Penalty 3165.202461 = -1967999.853848
  nChanged 1
		SP:Iteration 41Q (70691.410000 sec): 3 clusters
  Score: Raw -1971165.730631 + Penalty 3165.202461 = -1968000.528170
  nChanged 1
		SP:Iteration 42Q (70691.640000 sec): 3 clusters
  Score: Raw -1971166.197551 + Penalty 3165.202461 = -1968000.995090
  nChanged 3
		SP:Iteration 43Q (70691.900000 sec): 3 clusters
  Score: Raw -1971167.179192 + Penalty 3165.202461 = -1968001.976731
  nChanged 1
		SP:Iteration 44Q (70692.080000 sec): 3 clusters
  Score: Raw -1971168.023125 + Penalty 3165.202461 = -1968002.820663
  nChanged 0
		SP:Iteration 45F (70692.350000 sec): 3 clusters
  Score: Raw -1971168.023125 + Penalty 3165.202461 = -1968002.820663
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70692.430000 sec): 2 clusters
  Score: Raw -104057.578344 + Penalty 1117.560612 = -102940.017732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70692.600000 sec): 3 clusters
  Score: Raw -103778.699860 + Penalty 2235.121223 = -101543.578637
  nChanged 304
		SP:Iteration 1F (70692.830000 sec): 3 clusters
  Score: Raw -104129.717619 + Penalty 2235.121223 = -101894.596396
  nChanged 78
		SP:Iteration 2F (70692.990000 sec): 3 clusters
  Score: Raw -104236.867201 + Penalty 2235.121223 = -102001.745978
  nChanged 53
		SP:Iteration 3F (70693.130000 sec): 3 clusters
  Score: Raw -104310.632281 + Penalty 2235.121223 = -102075.511058
  nChanged 39
		SP:Iteration 4Q (70693.300000 sec): 3 clusters
  Score: Raw -104371.630783 + Penalty 2235.121223 = -102136.509560
  nChanged 36
		SP:Iteration 5Q (70693.480000 sec): 3 clusters
  Score: Raw -104420.028682 + Penalty 2235.121223 = -102184.907459
  nChanged 22
		SP:Iteration 6Q (70693.670000 sec): 3 clusters
  Score: Raw -104459.492827 + Penalty 2235.121223 = -102224.371604
  nChanged 28
		SP:Iteration 7Q (70693.850000 sec): 3 clusters
  Score: Raw -104491.230455 + Penalty 2235.121223 = -102256.109232
  nChanged 16
		SP:Iteration 8Q (70694.000000 sec): 3 clusters
  Score: Raw -104513.520546 + Penalty 2235.121223 = -102278.399322
  nChanged 16
		SP:Iteration 9Q (70694.180000 sec): 3 clusters
  Score: Raw -104536.737660 + Penalty 2235.121223 = -102301.616437
  nChanged 14
		SP:Iteration 10Q (70694.350000 sec): 3 clusters
  Score: Raw -104556.478359 + Penalty 2235.121223 = -102321.357136
  nChanged 13
		SP:Iteration 11Q (70694.480000 sec): 3 clusters
  Score: Raw -104588.685020 + Penalty 2235.121223 = -102353.563797
  nChanged 15
		SP:Iteration 12Q (70694.650000 sec): 3 clusters
  Score: Raw -104613.007237 + Penalty 2235.121223 = -102377.886014
  nChanged 15
		SP:Iteration 13Q (70694.820000 sec): 3 clusters
  Score: Raw -104632.603615 + Penalty 2235.121223 = -102397.482392
  nChanged 16
		SP:Iteration 14Q (70694.960000 sec): 3 clusters
  Score: Raw -104656.592097 + Penalty 2235.121223 = -102421.470873
  nChanged 12
		SP:Iteration 15Q (70695.180000 sec): 3 clusters
  Score: Raw -104678.595436 + Penalty 2235.121223 = -102443.474213
  nChanged 16
		SP:Iteration 16Q (70695.380000 sec): 3 clusters
  Score: Raw -104698.728690 + Penalty 2235.121223 = -102463.607466
  nChanged 8
		SP:Iteration 17Q (70695.550000 sec): 3 clusters
  Score: Raw -104705.625884 + Penalty 2235.121223 = -102470.504661
  nChanged 4
		SP:Iteration 18Q (70695.710000 sec): 3 clusters
  Score: Raw -104707.259597 + Penalty 2235.121223 = -102472.138374
  nChanged 0
		SP:Iteration 19F (70695.900000 sec): 3 clusters
  Score: Raw -104707.259597 + Penalty 2235.121223 = -102472.138374
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (67261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70696.330000 sec): 2 clusters
  Score: Raw -7850273.338539 + Penalty 1806.404576 = -7848466.933962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70696.820000 sec): 3 clusters
  Score: Raw -7807031.823413 + Penalty 3612.809152 = -7803419.014261
  nChanged 31809
		SP:Iteration 1F (70697.290000 sec): 3 clusters
  Score: Raw -7825573.509050 + Penalty 3612.809152 = -7821960.699898
  nChanged 2827
		SP:Iteration 2Q (70697.840000 sec): 3 clusters
  Score: Raw -7826542.626591 + Penalty 3612.809152 = -7822929.817438
  nChanged 3031
		SP:Iteration 3Q (70698.360000 sec): 3 clusters
  Score: Raw -7827794.794580 + Penalty 3612.809152 = -7824181.985428
  nChanged 3398
		SP:Iteration 4F (70698.840000 sec): 3 clusters
  Score: Raw -7829571.664773 + Penalty 3612.809152 = -7825958.855621
  nChanged 3779
		SP:Iteration 5F (70699.320000 sec): 3 clusters
  Score: Raw -7831914.498483 + Penalty 3612.809152 = -7828301.689330
  nChanged 4055
		SP:Iteration 6F (70699.760000 sec): 3 clusters
  Score: Raw -7834935.256469 + Penalty 3612.809152 = -7831322.447317
  nChanged 4030
		SP:Iteration 7F (70700.280000 sec): 3 clusters
  Score: Raw -7838136.535441 + Penalty 3612.809152 = -7834523.726289
  nChanged 3648
		SP:Iteration 8F (70700.760000 sec): 3 clusters
  Score: Raw -7840979.176322 + Penalty 3612.809152 = -7837366.367170
  nChanged 3030
		SP:Iteration 9Q (70701.260000 sec): 3 clusters
  Score: Raw -7843193.683245 + Penalty 3612.809152 = -7839580.874093
  nChanged 2334
		SP:Iteration 10Q (70701.710000 sec): 3 clusters
  Score: Raw -7844639.929736 + Penalty 3612.809152 = -7841027.120584
  nChanged 1672
		SP:Iteration 11Q (70702.170000 sec): 3 clusters
  Score: Raw -7845513.074869 + Penalty 3612.809152 = -7841900.265717
  nChanged 1317
		SP:Iteration 12Q (70702.620000 sec): 3 clusters
  Score: Raw -7846175.531166 + Penalty 3612.809152 = -7842562.722014
  nChanged 1202
		SP:Iteration 13Q (70703.110000 sec): 3 clusters
  Score: Raw -7846780.121622 + Penalty 3612.809152 = -7843167.312469
  nChanged 1105
		SP:Iteration 14Q (70703.560000 sec): 3 clusters
  Score: Raw -7847333.485207 + Penalty 3612.809152 = -7843720.676055
  nChanged 959
		SP:Iteration 15Q (70704.050000 sec): 3 clusters
  Score: Raw -7847819.596158 + Penalty 3612.809152 = -7844206.787005
  nChanged 922
		SP:Iteration 16Q (70704.520000 sec): 3 clusters
  Score: Raw -7848317.618541 + Penalty 3612.809152 = -7844704.809389
  nChanged 876
		SP:Iteration 17Q (70704.980000 sec): 3 clusters
  Score: Raw -7848801.272441 + Penalty 3612.809152 = -7845188.463289
  nChanged 783
		SP:Iteration 18Q (70705.460000 sec): 3 clusters
  Score: Raw -7849233.821981 + Penalty 3612.809152 = -7845621.012828
  nChanged 692
		SP:Iteration 19Q (70705.920000 sec): 3 clusters
  Score: Raw -7849615.676141 + Penalty 3612.809152 = -7846002.866989
  nChanged 555
		SP:Iteration 20F (70706.460000 sec): 3 clusters
  Score: Raw -7849918.975806 + Penalty 3612.809152 = -7846306.166654
  nChanged 413
		SP:Iteration 21Q (70706.920000 sec): 3 clusters
  Score: Raw -7850130.763405 + Penalty 3612.809152 = -7846517.954253
  nChanged 308
		SP:Iteration 22Q (70707.410000 sec): 3 clusters
  Score: Raw -7850280.090892 + Penalty 3612.809152 = -7846667.281740
  nChanged 233
		SP:Iteration 23Q (70707.820000 sec): 3 clusters
  Score: Raw -7850394.777958 + Penalty 3612.809152 = -7846781.968806
  nChanged 191
		SP:Iteration 24Q (70708.230000 sec): 3 clusters
  Score: Raw -7850495.081629 + Penalty 3612.809152 = -7846882.272477
  nChanged 170
		SP:Iteration 25Q (70708.690000 sec): 3 clusters
  Score: Raw -7850583.920684 + Penalty 3612.809152 = -7846971.111532
  nChanged 144
		SP:Iteration 26Q (70709.130000 sec): 3 clusters
  Score: Raw -7850656.738906 + Penalty 3612.809152 = -7847043.929754
  nChanged 113
		SP:Iteration 27Q (70709.560000 sec): 3 clusters
  Score: Raw -7850729.938619 + Penalty 3612.809152 = -7847117.129467
  nChanged 116
		SP:Iteration 28Q (70709.980000 sec): 3 clusters
  Score: Raw -7850795.041141 + Penalty 3612.809152 = -7847182.231989
  nChanged 101
		SP:Iteration 29Q (70710.420000 sec): 3 clusters
  Score: Raw -7850850.926121 + Penalty 3612.809152 = -7847238.116968
  nChanged 56
		SP:Iteration 30Q (70710.850000 sec): 3 clusters
  Score: Raw -7850882.685076 + Penalty 3612.809152 = -7847269.875923
  nChanged 41
		SP:Iteration 31Q (70711.320000 sec): 3 clusters
  Score: Raw -7850908.851043 + Penalty 3612.809152 = -7847296.041891
  nChanged 37
		SP:Iteration 32Q (70711.760000 sec): 3 clusters
  Score: Raw -7850931.016104 + Penalty 3612.809152 = -7847318.206952
  nChanged 38
		SP:Iteration 33Q (70712.160000 sec): 3 clusters
  Score: Raw -7850949.396250 + Penalty 3612.809152 = -7847336.587098
  nChanged 25
		SP:Iteration 34Q (70712.600000 sec): 3 clusters
  Score: Raw -7850961.017502 + Penalty 3612.809152 = -7847348.208350
  nChanged 24
		SP:Iteration 35Q (70713.060000 sec): 3 clusters
  Score: Raw -7850978.059252 + Penalty 3612.809152 = -7847365.250100
  nChanged 22
		SP:Iteration 36Q (70713.520000 sec): 3 clusters
  Score: Raw -7850994.313974 + Penalty 3612.809152 = -7847381.504821
  nChanged 25
		SP:Iteration 37Q (70713.950000 sec): 3 clusters
  Score: Raw -7851007.166083 + Penalty 3612.809152 = -7847394.356931
  nChanged 18
		SP:Iteration 38Q (70714.420000 sec): 3 clusters
  Score: Raw -7851018.031383 + Penalty 3612.809152 = -7847405.222231
  nChanged 19
		SP:Iteration 39Q (70714.880000 sec): 3 clusters
  Score: Raw -7851029.087211 + Penalty 3612.809152 = -7847416.278059
  nChanged 24
		SP:Iteration 40F (70715.380000 sec): 3 clusters
  Score: Raw -7851043.362364 + Penalty 3612.809152 = -7847430.553212
  nChanged 23
		SP:Iteration 41Q (70715.880000 sec): 3 clusters
  Score: Raw -7851058.429371 + Penalty 3612.809152 = -7847445.620219
  nChanged 27
		SP:Iteration 42Q (70716.340000 sec): 3 clusters
  Score: Raw -7851082.911031 + Penalty 3612.809152 = -7847470.101878
  nChanged 32
		SP:Iteration 43Q (70716.840000 sec): 3 clusters
  Score: Raw -7851125.925320 + Penalty 3612.809152 = -7847513.116168
  nChanged 37
		SP:Iteration 44Q (70717.290000 sec): 3 clusters
  Score: Raw -7851170.635479 + Penalty 3612.809152 = -7847557.826326
  nChanged 37
		SP:Iteration 45Q (70717.730000 sec): 3 clusters
  Score: Raw -7851211.261968 + Penalty 3612.809152 = -7847598.452816
  nChanged 32
		SP:Iteration 46Q (70718.130000 sec): 3 clusters
  Score: Raw -7851242.783742 + Penalty 3612.809152 = -7847629.974589
  nChanged 25
		SP:Iteration 47Q (70718.570000 sec): 3 clusters
  Score: Raw -7851259.350341 + Penalty 3612.809152 = -7847646.541189
  nChanged 17
		SP:Iteration 48Q (70718.980000 sec): 3 clusters
  Score: Raw -7851270.338546 + Penalty 3612.809152 = -7847657.529394
  nChanged 15
		SP:Iteration 49Q (70719.400000 sec): 3 clusters
  Score: Raw -7851279.274767 + Penalty 3612.809152 = -7847666.465615
  nChanged 13
		SP:Iteration 50Q (70719.830000 sec): 3 clusters
  Score: Raw -7851288.800812 + Penalty 3612.809152 = -7847675.991660
  nChanged 13
		SP:Iteration 51Q (70720.320000 sec): 3 clusters
  Score: Raw -7851297.127402 + Penalty 3612.809152 = -7847684.318250
  nChanged 11
		SP:Iteration 52Q (70720.800000 sec): 3 clusters
  Score: Raw -7851304.917060 + Penalty 3612.809152 = -7847692.107908
  nChanged 9
		SP:Iteration 53Q (70721.290000 sec): 3 clusters
  Score: Raw -7851308.869749 + Penalty 3612.809152 = -7847696.060597
  nChanged 2
		SP:Iteration 54Q (70721.730000 sec): 3 clusters
  Score: Raw -7851309.973425 + Penalty 3612.809152 = -7847697.164273
  nChanged 5
		SP:Iteration 55Q (70722.180000 sec): 3 clusters
  Score: Raw -7851312.393764 + Penalty 3612.809152 = -7847699.584612
  nChanged 3
		SP:Iteration 56Q (70722.600000 sec): 3 clusters
  Score: Raw -7851313.227836 + Penalty 3612.809152 = -7847700.418684
  nChanged 0
		SP:Iteration 57F (70723.080000 sec): 3 clusters
  Score: Raw -7851313.227836 + Penalty 3612.809152 = -7847700.418684
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (108699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70723.580000 sec): 2 clusters
  Score: Raw -12277220.783072 + Penalty 1884.404904 = -12275336.378168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70724.230000 sec): 3 clusters
  Score: Raw -12206717.495124 + Penalty 3768.809809 = -12202948.685315
  nChanged 51949
		SP:Iteration 1F (70724.900000 sec): 3 clusters
  Score: Raw -12237828.914575 + Penalty 3768.809809 = -12234060.104766
  nChanged 5305
		SP:Iteration 2Q (70725.560000 sec): 3 clusters
  Score: Raw -12240075.481852 + Penalty 3768.809809 = -12236306.672043
  nChanged 6336
		SP:Iteration 3F (70726.250000 sec): 3 clusters
  Score: Raw -12243291.071783 + Penalty 3768.809809 = -12239522.261974
  nChanged 7272
		SP:Iteration 4F (70726.920000 sec): 3 clusters
  Score: Raw -12247541.558279 + Penalty 3768.809809 = -12243772.748470
  nChanged 7725
		SP:Iteration 5F (70727.560000 sec): 3 clusters
  Score: Raw -12252543.371797 + Penalty 3768.809809 = -12248774.561988
  nChanged 7483
		SP:Iteration 6F (70728.290000 sec): 3 clusters
  Score: Raw -12257779.588121 + Penalty 3768.809809 = -12254010.778312
  nChanged 6391
		SP:Iteration 7F (70728.910000 sec): 3 clusters
  Score: Raw -12262520.580732 + Penalty 3768.809809 = -12258751.770923
  nChanged 5172
		SP:Iteration 8Q (70729.590000 sec): 3 clusters
  Score: Raw -12266544.835522 + Penalty 3768.809809 = -12262776.025714
  nChanged 3928
		SP:Iteration 9Q (70730.290000 sec): 3 clusters
  Score: Raw -12269485.447395 + Penalty 3768.809809 = -12265716.637586
  nChanged 3036
		SP:Iteration 10Q (70730.940000 sec): 3 clusters
  Score: Raw -12271662.244039 + Penalty 3768.809809 = -12267893.434231
  nChanged 2370
		SP:Iteration 11Q (70731.590000 sec): 3 clusters
  Score: Raw -12273201.199623 + Penalty 3768.809809 = -12269432.389814
  nChanged 1879
		SP:Iteration 12Q (70732.210000 sec): 3 clusters
  Score: Raw -12274297.115265 + Penalty 3768.809809 = -12270528.305456
  nChanged 1512
		SP:Iteration 13Q (70732.910000 sec): 3 clusters
  Score: Raw -12275111.685970 + Penalty 3768.809809 = -12271342.876161
  nChanged 1239
		SP:Iteration 14Q (70733.490000 sec): 3 clusters
  Score: Raw -12275741.596750 + Penalty 3768.809809 = -12271972.786941
  nChanged 1037
		SP:Iteration 15Q (70734.070000 sec): 3 clusters
  Score: Raw -12276258.712971 + Penalty 3768.809809 = -12272489.903162
  nChanged 854
		SP:Iteration 16Q (70734.610000 sec): 3 clusters
  Score: Raw -12276665.832979 + Penalty 3768.809809 = -12272897.023170
  nChanged 641
		SP:Iteration 17Q (70735.190000 sec): 3 clusters
  Score: Raw -12276964.189358 + Penalty 3768.809809 = -12273195.379549
  nChanged 517
		SP:Iteration 18Q (70735.780000 sec): 3 clusters
  Score: Raw -12277201.831094 + Penalty 3768.809809 = -12273433.021285
  nChanged 402
		SP:Iteration 19Q (70736.360000 sec): 3 clusters
  Score: Raw -12277398.549696 + Penalty 3768.809809 = -12273629.739887
  nChanged 339
		SP:Iteration 20F (70737.040000 sec): 3 clusters
  Score: Raw -12277548.966567 + Penalty 3768.809809 = -12273780.156758
  nChanged 281
		SP:Iteration 21Q (70737.650000 sec): 3 clusters
  Score: Raw -12277670.397604 + Penalty 3768.809809 = -12273901.587795
  nChanged 233
		SP:Iteration 22Q (70738.300000 sec): 3 clusters
  Score: Raw -12277772.554953 + Penalty 3768.809809 = -12274003.745144
  nChanged 193
		SP:Iteration 23Q (70738.930000 sec): 3 clusters
  Score: Raw -12277854.461295 + Penalty 3768.809809 = -12274085.651486
  nChanged 154
		SP:Iteration 24Q (70739.580000 sec): 3 clusters
  Score: Raw -12277916.584257 + Penalty 3768.809809 = -12274147.774449
  nChanged 122
		SP:Iteration 25Q (70740.170000 sec): 3 clusters
  Score: Raw -12277970.542301 + Penalty 3768.809809 = -12274201.732492
  nChanged 121
		SP:Iteration 26Q (70740.760000 sec): 3 clusters
  Score: Raw -12278025.415358 + Penalty 3768.809809 = -12274256.605549
  nChanged 107
		SP:Iteration 27Q (70741.380000 sec): 3 clusters
  Score: Raw -12278068.473531 + Penalty 3768.809809 = -12274299.663722
  nChanged 79
		SP:Iteration 28Q (70741.970000 sec): 3 clusters
  Score: Raw -12278099.947653 + Penalty 3768.809809 = -12274331.137845
  nChanged 73
		SP:Iteration 29Q (70742.540000 sec): 3 clusters
  Score: Raw -12278134.286258 + Penalty 3768.809809 = -12274365.476449
  nChanged 72
		SP:Iteration 30Q (70743.160000 sec): 3 clusters
  Score: Raw -12278177.935130 + Penalty 3768.809809 = -12274409.125321
  nChanged 86
		SP:Iteration 31Q (70743.770000 sec): 3 clusters
  Score: Raw -12278228.632119 + Penalty 3768.809809 = -12274459.822310
  nChanged 83
		SP:Iteration 32Q (70744.370000 sec): 3 clusters
  Score: Raw -12278275.059708 + Penalty 3768.809809 = -12274506.249899
  nChanged 87
		SP:Iteration 33Q (70745.000000 sec): 3 clusters
  Score: Raw -12278315.162709 + Penalty 3768.809809 = -12274546.352900
  nChanged 63
		SP:Iteration 34Q (70745.620000 sec): 3 clusters
  Score: Raw -12278339.451836 + Penalty 3768.809809 = -12274570.642027
  nChanged 59
		SP:Iteration 35Q (70746.230000 sec): 3 clusters
  Score: Raw -12278356.735740 + Penalty 3768.809809 = -12274587.925931
  nChanged 39
		SP:Iteration 36Q (70746.720000 sec): 3 clusters
  Score: Raw -12278367.712883 + Penalty 3768.809809 = -12274598.903074
  nChanged 25
		SP:Iteration 37Q (70747.250000 sec): 3 clusters
  Score: Raw -12278372.032697 + Penalty 3768.809809 = -12274603.222888
  nChanged 16
		SP:Iteration 38Q (70747.800000 sec): 3 clusters
  Score: Raw -12278374.980500 + Penalty 3768.809809 = -12274606.170691
  nChanged 15
		SP:Iteration 39Q (70748.380000 sec): 3 clusters
  Score: Raw -12278378.188981 + Penalty 3768.809809 = -12274609.379172
  nChanged 11
		SP:Iteration 40F (70748.960000 sec): 3 clusters
  Score: Raw -12278380.393972 + Penalty 3768.809809 = -12274611.584163
  nChanged 10
		SP:Iteration 41Q (70749.490000 sec): 3 clusters
  Score: Raw -12278381.671975 + Penalty 3768.809809 = -12274612.862166
  nChanged 4
		SP:Iteration 42Q (70750.040000 sec): 3 clusters
  Score: Raw -12278382.332439 + Penalty 3768.809809 = -12274613.522630
  nChanged 4
		SP:Iteration 43Q (70750.590000 sec): 3 clusters
  Score: Raw -12278382.816280 + Penalty 3768.809809 = -12274614.006471
  nChanged 5
		SP:Iteration 44Q (70751.130000 sec): 3 clusters
  Score: Raw -12278383.853912 + Penalty 3768.809809 = -12274615.044103
  nChanged 7
		SP:Iteration 45Q (70751.690000 sec): 3 clusters
  Score: Raw -12278385.002713 + Penalty 3768.809809 = -12274616.192904
  nChanged 2
		SP:Iteration 46Q (70752.300000 sec): 3 clusters
  Score: Raw -12278385.483904 + Penalty 3768.809809 = -12274616.674095
  nChanged 2
		SP:Iteration 47Q (70752.880000 sec): 3 clusters
  Score: Raw -12278385.791247 + Penalty 3768.809809 = -12274616.981438
  nChanged 2
		SP:Iteration 48Q (70753.410000 sec): 3 clusters
  Score: Raw -12278386.163825 + Penalty 3768.809809 = -12274617.354017
  nChanged 4
		SP:Iteration 49Q (70753.990000 sec): 3 clusters
  Score: Raw -12278386.915067 + Penalty 3768.809809 = -12274618.105258
  nChanged 1
		SP:Iteration 50Q (70754.550000 sec): 3 clusters
  Score: Raw -12278387.069872 + Penalty 3768.809809 = -12274618.260063
  nChanged 0
		SP:Iteration 51F (70755.190000 sec): 3 clusters
  Score: Raw -12278387.069872 + Penalty 3768.809809 = -12274618.260063
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (36920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70755.470000 sec): 2 clusters
  Score: Raw -4495649.378338 + Penalty 1708.932662 = -4493940.445676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70755.810000 sec): 3 clusters
  Score: Raw -4472492.909884 + Penalty 3417.865324 = -4469075.044561
  nChanged 17173
		SP:Iteration 1F (70756.110000 sec): 3 clusters
  Score: Raw -4482069.534015 + Penalty 3417.865324 = -4478651.668691
  nChanged 1459
		SP:Iteration 2Q (70756.510000 sec): 3 clusters
  Score: Raw -4482523.201149 + Penalty 3417.865324 = -4479105.335825
  nChanged 1492
		SP:Iteration 3Q (70756.890000 sec): 3 clusters
  Score: Raw -4483086.871315 + Penalty 3417.865324 = -4479669.005991
  nChanged 1683
		SP:Iteration 4Q (70757.230000 sec): 3 clusters
  Score: Raw -4483842.747661 + Penalty 3417.865324 = -4480424.882338
  nChanged 1907
		SP:Iteration 5F (70757.530000 sec): 3 clusters
  Score: Raw -4484880.288444 + Penalty 3417.865324 = -4481462.423120
  nChanged 2201
		SP:Iteration 6F (70757.900000 sec): 3 clusters
  Score: Raw -4486277.477817 + Penalty 3417.865324 = -4482859.612493
  nChanged 2424
		SP:Iteration 7F (70758.260000 sec): 3 clusters
  Score: Raw -4488047.172839 + Penalty 3417.865324 = -4484629.307515
  nChanged 2476
		SP:Iteration 8F (70758.560000 sec): 3 clusters
  Score: Raw -4489899.964006 + Penalty 3417.865324 = -4486482.098683
  nChanged 2206
		SP:Iteration 9F (70758.960000 sec): 3 clusters
  Score: Raw -4491629.087482 + Penalty 3417.865324 = -4488211.222158
  nChanged 1718
		SP:Iteration 10Q (70759.270000 sec): 3 clusters
  Score: Raw -4492970.384449 + Penalty 3417.865324 = -4489552.519125
  nChanged 1300
		SP:Iteration 11Q (70759.620000 sec): 3 clusters
  Score: Raw -4493961.780591 + Penalty 3417.865324 = -4490543.915267
  nChanged 947
		SP:Iteration 12Q (70759.990000 sec): 3 clusters
  Score: Raw -4494798.857772 + Penalty 3417.865324 = -4491380.992448
  nChanged 681
		SP:Iteration 13Q (70760.310000 sec): 3 clusters
  Score: Raw -4495590.043006 + Penalty 3417.865324 = -4492172.177682
  nChanged 338
		SP:Iteration 14Q (70760.630000 sec): 3 clusters
  Score: Raw -4496032.242034 + Penalty 3417.865324 = -4492614.376711
  nChanged 239
		SP:Iteration 15Q (70760.950000 sec): 3 clusters
  Score: Raw -4496221.476400 + Penalty 3417.865324 = -4492803.611076
  nChanged 190
		SP:Iteration 16Q (70761.290000 sec): 3 clusters
  Score: Raw -4496311.402133 + Penalty 3417.865324 = -4492893.536809
  nChanged 116
		SP:Iteration 17Q (70761.610000 sec): 3 clusters
  Score: Raw -4496352.998000 + Penalty 3417.865324 = -4492935.132676
  nChanged 84
		SP:Iteration 18Q (70761.980000 sec): 3 clusters
  Score: Raw -4496382.627683 + Penalty 3417.865324 = -4492964.762360
  nChanged 72
		SP:Iteration 19Q (70762.400000 sec): 3 clusters
  Score: Raw -4496406.924955 + Penalty 3417.865324 = -4492989.059632
  nChanged 47
		SP:Iteration 20F (70762.760000 sec): 3 clusters
  Score: Raw -4496420.504609 + Penalty 3417.865324 = -4493002.639285
  nChanged 39
		SP:Iteration 21Q (70763.060000 sec): 3 clusters
  Score: Raw -4496432.183046 + Penalty 3417.865324 = -4493014.317722
  nChanged 26
		SP:Iteration 22Q (70763.420000 sec): 3 clusters
  Score: Raw -4496438.109326 + Penalty 3417.865324 = -4493020.244002
  nChanged 24
		SP:Iteration 23Q (70763.730000 sec): 3 clusters
  Score: Raw -4496443.569342 + Penalty 3417.865324 = -4493025.704018
  nChanged 21
		SP:Iteration 24Q (70764.000000 sec): 3 clusters
  Score: Raw -4496447.100354 + Penalty 3417.865324 = -4493029.235030
  nChanged 14
		SP:Iteration 25Q (70764.380000 sec): 3 clusters
  Score: Raw -4496449.665606 + Penalty 3417.865324 = -4493031.800282
  nChanged 8
		SP:Iteration 26Q (70764.690000 sec): 3 clusters
  Score: Raw -4496451.541205 + Penalty 3417.865324 = -4493033.675881
  nChanged 4
		SP:Iteration 27Q (70765.050000 sec): 3 clusters
  Score: Raw -4496452.018551 + Penalty 3417.865324 = -4493034.153227
  nChanged 5
		SP:Iteration 28Q (70765.430000 sec): 3 clusters
  Score: Raw -4496452.973963 + Penalty 3417.865324 = -4493035.108639
  nChanged 5
		SP:Iteration 29Q (70765.760000 sec): 3 clusters
  Score: Raw -4496453.618206 + Penalty 3417.865324 = -4493035.752882
  nChanged 3
		SP:Iteration 30Q (70766.080000 sec): 3 clusters
  Score: Raw -4496454.026741 + Penalty 3417.865324 = -4493036.161417
  nChanged 4
		SP:Iteration 31Q (70766.460000 sec): 3 clusters
  Score: Raw -4496454.699396 + Penalty 3417.865324 = -4493036.834072
  nChanged 2
		SP:Iteration 32Q (70766.790000 sec): 3 clusters
  Score: Raw -4496454.866608 + Penalty 3417.865324 = -4493037.001285
  nChanged 1
		SP:Iteration 33Q (70767.090000 sec): 3 clusters
  Score: Raw -4496454.952689 + Penalty 3417.865324 = -4493037.087365
  nChanged 0
		SP:Iteration 34F (70767.450000 sec): 3 clusters
  Score: Raw -4496454.952689 + Penalty 3417.865324 = -4493037.087365
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (325015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70768.820000 sec): 2 clusters
  Score: Raw -39476642.450470 + Penalty 2062.389325 = -39474580.061145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70770.320000 sec): 3 clusters
  Score: Raw -39258924.980681 + Penalty 4124.778650 = -39254800.202031
  nChanged 158518
		SP:Iteration 1F (70771.760000 sec): 3 clusters
  Score: Raw -39354441.301374 + Penalty 4124.778650 = -39350316.522725
  nChanged 9362
		SP:Iteration 2Q (70773.420000 sec): 3 clusters
  Score: Raw -39356665.689270 + Penalty 4124.778650 = -39352540.910621
  nChanged 11149
		SP:Iteration 3Q (70775.110000 sec): 3 clusters
  Score: Raw -39360067.686615 + Penalty 4124.778650 = -39355942.907965
  nChanged 14220
		SP:Iteration 4Q (70776.620000 sec): 3 clusters
  Score: Raw -39365897.076319 + Penalty 4124.778650 = -39361772.297670
  nChanged 18539
		SP:Iteration 5F (70778.180000 sec): 3 clusters
  Score: Raw -39376065.524300 + Penalty 4124.778650 = -39371940.745651
  nChanged 23020
		SP:Iteration 6F (70779.640000 sec): 3 clusters
  Score: Raw -39392046.893439 + Penalty 4124.778650 = -39387922.114790
  nChanged 25437
		SP:Iteration 7F (70781.120000 sec): 3 clusters
  Score: Raw -39412990.228486 + Penalty 4124.778650 = -39408865.449837
  nChanged 23450
		SP:Iteration 8F (70782.750000 sec): 3 clusters
  Score: Raw -39434235.536557 + Penalty 4124.778650 = -39430110.757908
  nChanged 17657
		SP:Iteration 9F (70784.270000 sec): 3 clusters
  Score: Raw -39450778.176487 + Penalty 4124.778650 = -39446653.397837
  nChanged 11383
		SP:Iteration 10Q (70785.860000 sec): 3 clusters
  Score: Raw -39461344.417314 + Penalty 4124.778650 = -39457219.638665
  nChanged 7078
		SP:Iteration 11Q (70787.330000 sec): 3 clusters
  Score: Raw -39467638.427417 + Penalty 4124.778650 = -39463513.648768
  nChanged 4385
		SP:Iteration 12Q (70788.700000 sec): 3 clusters
  Score: Raw -39471232.174849 + Penalty 4124.778650 = -39467107.396199
  nChanged 2871
		SP:Iteration 13Q (70790.000000 sec): 3 clusters
  Score: Raw -39473334.692042 + Penalty 4124.778650 = -39469209.913393
  nChanged 1919
		SP:Iteration 14Q (70791.280000 sec): 3 clusters
  Score: Raw -39474642.358343 + Penalty 4124.778650 = -39470517.579694
  nChanged 1335
		SP:Iteration 15Q (70792.880000 sec): 3 clusters
  Score: Raw -39475531.667738 + Penalty 4124.778650 = -39471406.889088
  nChanged 972
		SP:Iteration 16Q (70794.470000 sec): 3 clusters
  Score: Raw -39476121.456729 + Penalty 4124.778650 = -39471996.678080
  nChanged 670
		SP:Iteration 17Q (70795.870000 sec): 3 clusters
  Score: Raw -39476521.248288 + Penalty 4124.778650 = -39472396.469638
  nChanged 518
		SP:Iteration 18Q (70797.470000 sec): 3 clusters
  Score: Raw -39476810.552491 + Penalty 4124.778650 = -39472685.773842
  nChanged 376
		SP:Iteration 19Q (70798.930000 sec): 3 clusters
  Score: Raw -39477027.124703 + Penalty 4124.778650 = -39472902.346054
  nChanged 289
		SP:Iteration 20F (70800.510000 sec): 3 clusters
  Score: Raw -39477193.613729 + Penalty 4124.778650 = -39473068.835079
  nChanged 243
		SP:Iteration 21Q (70801.840000 sec): 3 clusters
  Score: Raw -39477325.014532 + Penalty 4124.778650 = -39473200.235882
  nChanged 197
		SP:Iteration 22Q (70803.210000 sec): 3 clusters
  Score: Raw -39477442.535855 + Penalty 4124.778650 = -39473317.757205
  nChanged 185
		SP:Iteration 23Q (70804.610000 sec): 3 clusters
  Score: Raw -39477541.151607 + Penalty 4124.778650 = -39473416.372957
  nChanged 167
		SP:Iteration 24Q (70806.050000 sec): 3 clusters
  Score: Raw -39477611.929793 + Penalty 4124.778650 = -39473487.151144
  nChanged 144
		SP:Iteration 25Q (70807.410000 sec): 3 clusters
  Score: Raw -39477667.989537 + Penalty 4124.778650 = -39473543.210887
  nChanged 110
		SP:Iteration 26Q (70808.820000 sec): 3 clusters
  Score: Raw -39477705.378349 + Penalty 4124.778650 = -39473580.599699
  nChanged 89
		SP:Iteration 27Q (70810.150000 sec): 3 clusters
  Score: Raw -39477730.055614 + Penalty 4124.778650 = -39473605.276964
  nChanged 76
		SP:Iteration 28Q (70811.550000 sec): 3 clusters
  Score: Raw -39477748.050330 + Penalty 4124.778650 = -39473623.271681
  nChanged 54
		SP:Iteration 29Q (70812.930000 sec): 3 clusters
  Score: Raw -39477759.751660 + Penalty 4124.778650 = -39473634.973011
  nChanged 48
		SP:Iteration 30Q (70814.350000 sec): 3 clusters
  Score: Raw -39477770.088970 + Penalty 4124.778650 = -39473645.310321
  nChanged 38
		SP:Iteration 31Q (70815.700000 sec): 3 clusters
  Score: Raw -39477776.677228 + Penalty 4124.778650 = -39473651.898579
  nChanged 25
		SP:Iteration 32Q (70817.070000 sec): 3 clusters
  Score: Raw -39477780.457174 + Penalty 4124.778650 = -39473655.678524
  nChanged 20
		SP:Iteration 33Q (70818.490000 sec): 3 clusters
  Score: Raw -39477783.642662 + Penalty 4124.778650 = -39473658.864012
  nChanged 23
		SP:Iteration 34Q (70819.850000 sec): 3 clusters
  Score: Raw -39477787.744619 + Penalty 4124.778650 = -39473662.965970
  nChanged 19
		SP:Iteration 35Q (70821.260000 sec): 3 clusters
  Score: Raw -39477790.428292 + Penalty 4124.778650 = -39473665.649642
  nChanged 23
		SP:Iteration 36Q (70822.670000 sec): 3 clusters
  Score: Raw -39477794.061118 + Penalty 4124.778650 = -39473669.282468
  nChanged 32
		SP:Iteration 37Q (70824.050000 sec): 3 clusters
  Score: Raw -39477799.052446 + Penalty 4124.778650 = -39473674.273797
  nChanged 22
		SP:Iteration 38Q (70825.480000 sec): 3 clusters
  Score: Raw -39477802.150198 + Penalty 4124.778650 = -39473677.371549
  nChanged 17
		SP:Iteration 39Q (70826.860000 sec): 3 clusters
  Score: Raw -39477804.851135 + Penalty 4124.778650 = -39473680.072486
  nChanged 10
		SP:Iteration 40F (70828.370000 sec): 3 clusters
  Score: Raw -39477806.401364 + Penalty 4124.778650 = -39473681.622715
  nChanged 11
		SP:Iteration 41Q (70829.630000 sec): 3 clusters
  Score: Raw -39477807.806891 + Penalty 4124.778650 = -39473683.028242
  nChanged 9
		SP:Iteration 42Q (70830.970000 sec): 3 clusters
  Score: Raw -39477809.240219 + Penalty 4124.778650 = -39473684.461569
  nChanged 12
		SP:Iteration 43Q (70832.370000 sec): 3 clusters
  Score: Raw -39477810.919827 + Penalty 4124.778650 = -39473686.141177
  nChanged 9
		SP:Iteration 44Q (70833.650000 sec): 3 clusters
  Score: Raw -39477812.056921 + Penalty 4124.778650 = -39473687.278272
  nChanged 11
		SP:Iteration 45Q (70834.890000 sec): 3 clusters
  Score: Raw -39477814.373426 + Penalty 4124.778650 = -39473689.594776
  nChanged 13
		SP:Iteration 46Q (70836.270000 sec): 3 clusters
  Score: Raw -39477816.555069 + Penalty 4124.778650 = -39473691.776420
  nChanged 12
		SP:Iteration 47Q (70837.530000 sec): 3 clusters
  Score: Raw -39477817.953646 + Penalty 4124.778650 = -39473693.174997
  nChanged 5
		SP:Iteration 48Q (70838.780000 sec): 3 clusters
  Score: Raw -39477818.423112 + Penalty 4124.778650 = -39473693.644462
  nChanged 5
		SP:Iteration 49Q (70840.080000 sec): 3 clusters
  Score: Raw -39477818.911456 + Penalty 4124.778650 = -39473694.132807
  nChanged 4
		SP:Iteration 50Q (70841.470000 sec): 3 clusters
  Score: Raw -39477819.277073 + Penalty 4124.778650 = -39473694.498424
  nChanged 4
		SP:Iteration 51Q (70842.880000 sec): 3 clusters
  Score: Raw -39477820.231328 + Penalty 4124.778650 = -39473695.452679
  nChanged 8
		SP:Iteration 52Q (70844.280000 sec): 3 clusters
  Score: Raw -39477821.586675 + Penalty 4124.778650 = -39473696.808025
  nChanged 10
		SP:Iteration 53Q (70845.650000 sec): 3 clusters
  Score: Raw -39477822.826054 + Penalty 4124.778650 = -39473698.047405
  nChanged 12
		SP:Iteration 54Q (70847.090000 sec): 3 clusters
  Score: Raw -39477824.776817 + Penalty 4124.778650 = -39473699.998168
  nChanged 12
		SP:Iteration 55Q (70848.400000 sec): 3 clusters
  Score: Raw -39477826.433603 + Penalty 4124.778650 = -39473701.654953
  nChanged 13
		SP:Iteration 56Q (70849.720000 sec): 3 clusters
  Score: Raw -39477828.465991 + Penalty 4124.778650 = -39473703.687341
  nChanged 4
		SP:Iteration 57Q (70851.040000 sec): 3 clusters
  Score: Raw -39477828.830286 + Penalty 4124.778650 = -39473704.051637
  nChanged 3
		SP:Iteration 58Q (70852.460000 sec): 3 clusters
  Score: Raw -39477829.062933 + Penalty 4124.778650 = -39473704.284284
  nChanged 0
		SP:Iteration 59F (70854.110000 sec): 3 clusters
  Score: Raw -39477829.062933 + Penalty 4124.778650 = -39473704.284284
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (73092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70854.610000 sec): 2 clusters
  Score: Raw -8636190.792512 + Penalty 1819.914558 = -8634370.877955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70855.160000 sec): 3 clusters
  Score: Raw -8589015.579549 + Penalty 3639.829115 = -8585375.750434
  nChanged 34697
		SP:Iteration 1F (70855.660000 sec): 3 clusters
  Score: Raw -8609174.300175 + Penalty 3639.829115 = -8605534.471060
  nChanged 3064
		SP:Iteration 2Q (70856.260000 sec): 3 clusters
  Score: Raw -8610294.007001 + Penalty 3639.829115 = -8606654.177886
  nChanged 3508
		SP:Iteration 3Q (70856.900000 sec): 3 clusters
  Score: Raw -8611877.655266 + Penalty 3639.829115 = -8608237.826151
  nChanged 4025
		SP:Iteration 4F (70857.480000 sec): 3 clusters
  Score: Raw -8613977.807931 + Penalty 3639.829115 = -8610337.978816
  nChanged 4280
		SP:Iteration 5F (70858.040000 sec): 3 clusters
  Score: Raw -8616151.623158 + Penalty 3639.829115 = -8612511.794043
  nChanged 4189
		SP:Iteration 6F (70858.520000 sec): 3 clusters
  Score: Raw -8618097.963754 + Penalty 3639.829115 = -8614458.134639
  nChanged 3730
		SP:Iteration 7F (70859.050000 sec): 3 clusters
  Score: Raw -8619621.182338 + Penalty 3639.829115 = -8615981.353223
  nChanged 3107
		SP:Iteration 8Q (70859.600000 sec): 3 clusters
  Score: Raw -8620712.169487 + Penalty 3639.829115 = -8617072.340372
  nChanged 2624
		SP:Iteration 9Q (70860.160000 sec): 3 clusters
  Score: Raw -8621518.014571 + Penalty 3639.829115 = -8617878.185456
  nChanged 2153
		SP:Iteration 10Q (70860.690000 sec): 3 clusters
  Score: Raw -8622148.031114 + Penalty 3639.829115 = -8618508.201999
  nChanged 1843
		SP:Iteration 11Q (70861.280000 sec): 3 clusters
  Score: Raw -8622727.346334 + Penalty 3639.829115 = -8619087.517219
  nChanged 1738
		SP:Iteration 12Q (70861.830000 sec): 3 clusters
  Score: Raw -8623381.473337 + Penalty 3639.829115 = -8619741.644222
  nChanged 1822
		SP:Iteration 13Q (70862.320000 sec): 3 clusters
  Score: Raw -8624207.732905 + Penalty 3639.829115 = -8620567.903790
  nChanged 1974
		SP:Iteration 14Q (70862.850000 sec): 3 clusters
  Score: Raw -8625265.907617 + Penalty 3639.829115 = -8621626.078502
  nChanged 2107
		SP:Iteration 15Q (70863.360000 sec): 3 clusters
  Score: Raw -8626618.225443 + Penalty 3639.829115 = -8622978.396328
  nChanged 2211
		SP:Iteration 16Q (70863.870000 sec): 3 clusters
  Score: Raw -8628077.071922 + Penalty 3639.829115 = -8624437.242807
  nChanged 2185
		SP:Iteration 17Q (70864.420000 sec): 3 clusters
  Score: Raw -8629374.907709 + Penalty 3639.829115 = -8625735.078593
  nChanged 1865
		SP:Iteration 18Q (70865.010000 sec): 3 clusters
  Score: Raw -8630352.061370 + Penalty 3639.829115 = -8626712.232255
  nChanged 1768
		SP:Iteration 19Q (70865.540000 sec): 3 clusters
  Score: Raw -8631193.110074 + Penalty 3639.829115 = -8627553.280959
  nChanged 1697
		SP:Iteration 20F (70866.050000 sec): 3 clusters
  Score: Raw -8631976.643932 + Penalty 3639.829115 = -8628336.814817
  nChanged 1572
		SP:Iteration 21Q (70866.540000 sec): 3 clusters
  Score: Raw -8632706.084870 + Penalty 3639.829115 = -8629066.255755
  nChanged 1430
		SP:Iteration 22Q (70867.100000 sec): 3 clusters
  Score: Raw -8633399.516327 + Penalty 3639.829115 = -8629759.687212
  nChanged 1303
		SP:Iteration 23Q (70867.590000 sec): 3 clusters
  Score: Raw -8634067.243139 + Penalty 3639.829115 = -8630427.414024
  nChanged 1139
		SP:Iteration 24Q (70868.110000 sec): 3 clusters
  Score: Raw -8634661.338409 + Penalty 3639.829115 = -8631021.509293
  nChanged 975
		SP:Iteration 25Q (70868.690000 sec): 3 clusters
  Score: Raw -8635169.801966 + Penalty 3639.829115 = -8631529.972851
  nChanged 773
		SP:Iteration 26Q (70869.220000 sec): 3 clusters
  Score: Raw -8635586.635402 + Penalty 3639.829115 = -8631946.806287
  nChanged 701
		SP:Iteration 27Q (70869.750000 sec): 3 clusters
  Score: Raw -8635977.820758 + Penalty 3639.829115 = -8632337.991643
  nChanged 585
		SP:Iteration 28Q (70870.270000 sec): 3 clusters
  Score: Raw -8636288.989936 + Penalty 3639.829115 = -8632649.160821
  nChanged 481
		SP:Iteration 29Q (70870.750000 sec): 3 clusters
  Score: Raw -8636521.734284 + Penalty 3639.829115 = -8632881.905169
  nChanged 410
		SP:Iteration 30Q (70871.250000 sec): 3 clusters
  Score: Raw -8636713.596606 + Penalty 3639.829115 = -8633073.767490
  nChanged 356
		SP:Iteration 31Q (70871.750000 sec): 3 clusters
  Score: Raw -8636865.425192 + Penalty 3639.829115 = -8633225.596077
  nChanged 305
		SP:Iteration 32Q (70872.290000 sec): 3 clusters
  Score: Raw -8636984.631136 + Penalty 3639.829115 = -8633344.802021
  nChanged 246
		SP:Iteration 33Q (70872.810000 sec): 3 clusters
  Score: Raw -8637072.105267 + Penalty 3639.829115 = -8633432.276152
  nChanged 193
		SP:Iteration 34Q (70873.310000 sec): 3 clusters
  Score: Raw -8637130.547018 + Penalty 3639.829115 = -8633490.717902
  nChanged 147
		SP:Iteration 35Q (70873.790000 sec): 3 clusters
  Score: Raw -8637171.834367 + Penalty 3639.829115 = -8633532.005252
  nChanged 128
		SP:Iteration 36Q (70874.250000 sec): 3 clusters
  Score: Raw -8637204.139766 + Penalty 3639.829115 = -8633564.310651
  nChanged 120
		SP:Iteration 37Q (70874.650000 sec): 3 clusters
  Score: Raw -8637230.758287 + Penalty 3639.829115 = -8633590.929172
  nChanged 92
		SP:Iteration 38Q (70875.120000 sec): 3 clusters
  Score: Raw -8637248.550135 + Penalty 3639.829115 = -8633608.721020
  nChanged 93
		SP:Iteration 39Q (70875.540000 sec): 3 clusters
  Score: Raw -8637265.862396 + Penalty 3639.829115 = -8633626.033281
  nChanged 61
		SP:Iteration 40F (70876.070000 sec): 3 clusters
  Score: Raw -8637276.480832 + Penalty 3639.829115 = -8633636.651717
  nChanged 62
		SP:Iteration 41Q (70876.490000 sec): 3 clusters
  Score: Raw -8637286.846629 + Penalty 3639.829115 = -8633647.017514
  nChanged 49
		SP:Iteration 42Q (70876.970000 sec): 3 clusters
  Score: Raw -8637294.627422 + Penalty 3639.829115 = -8633654.798307
  nChanged 41
		SP:Iteration 43Q (70877.420000 sec): 3 clusters
  Score: Raw -8637300.075595 + Penalty 3639.829115 = -8633660.246480
  nChanged 35
		SP:Iteration 44Q (70877.870000 sec): 3 clusters
  Score: Raw -8637304.362719 + Penalty 3639.829115 = -8633664.533603
  nChanged 34
		SP:Iteration 45Q (70878.360000 sec): 3 clusters
  Score: Raw -8637309.334063 + Penalty 3639.829115 = -8633669.504947
  nChanged 24
		SP:Iteration 46Q (70878.810000 sec): 3 clusters
  Score: Raw -8637312.874837 + Penalty 3639.829115 = -8633673.045722
  nChanged 12
		SP:Iteration 47Q (70879.260000 sec): 3 clusters
  Score: Raw -8637313.933947 + Penalty 3639.829115 = -8633674.104832
  nChanged 9
		SP:Iteration 48Q (70879.730000 sec): 3 clusters
  Score: Raw -8637314.503685 + Penalty 3639.829115 = -8633674.674569
  nChanged 5
		SP:Iteration 49Q (70880.200000 sec): 3 clusters
  Score: Raw -8637314.985642 + Penalty 3639.829115 = -8633675.156527
  nChanged 5
		SP:Iteration 50Q (70880.670000 sec): 3 clusters
  Score: Raw -8637315.401283 + Penalty 3639.829115 = -8633675.572168
  nChanged 3
		SP:Iteration 51Q (70881.170000 sec): 3 clusters
  Score: Raw -8637315.640830 + Penalty 3639.829115 = -8633675.811714
  nChanged 2
		SP:Iteration 52Q (70881.680000 sec): 3 clusters
  Score: Raw -8637315.872894 + Penalty 3639.829115 = -8633676.043779
  nChanged 2
		SP:Iteration 53Q (70882.210000 sec): 3 clusters
  Score: Raw -8637315.990407 + Penalty 3639.829115 = -8633676.161292
  nChanged 1
		SP:Iteration 54Q (70882.700000 sec): 3 clusters
  Score: Raw -8637316.018322 + Penalty 3639.829115 = -8633676.189207
  nChanged 0
		SP:Iteration 55F (70883.250000 sec): 3 clusters
  Score: Raw -8637316.018322 + Penalty 3639.829115 = -8633676.189207
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (7184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70883.400000 sec): 2 clusters
  Score: Raw -740328.560745 + Penalty 1442.936887 = -738885.623858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70883.640000 sec): 3 clusters
  Score: Raw -736433.171437 + Penalty 2885.873773 = -733547.297664
  nChanged 3033
		SP:Iteration 1F (70883.860000 sec): 3 clusters
  Score: Raw -738242.947319 + Penalty 2885.873773 = -735357.073546
  nChanged 624
		SP:Iteration 2F (70884.120000 sec): 3 clusters
  Score: Raw -738727.252345 + Penalty 2885.873773 = -735841.378572
  nChanged 525
		SP:Iteration 3F (70884.310000 sec): 3 clusters
  Score: Raw -739083.986633 + Penalty 2885.873773 = -736198.112860
  nChanged 421
		SP:Iteration 4F (70884.520000 sec): 3 clusters
  Score: Raw -739357.246455 + Penalty 2885.873773 = -736471.372681
  nChanged 337
		SP:Iteration 5Q (70884.740000 sec): 3 clusters
  Score: Raw -739584.137957 + Penalty 2885.873773 = -736698.264183
  nChanged 324
		SP:Iteration 6Q (70884.960000 sec): 3 clusters
  Score: Raw -739871.323086 + Penalty 2885.873773 = -736985.449312
  nChanged 315
		SP:Iteration 7Q (70885.160000 sec): 3 clusters
  Score: Raw -740182.059778 + Penalty 2885.873773 = -737296.186005
  nChanged 281
		SP:Iteration 8Q (70885.380000 sec): 3 clusters
  Score: Raw -740385.625871 + Penalty 2885.873773 = -737499.752098
  nChanged 241
		SP:Iteration 9Q (70885.600000 sec): 3 clusters
  Score: Raw -740539.453659 + Penalty 2885.873773 = -737653.579886
  nChanged 227
		SP:Iteration 10Q (70885.820000 sec): 3 clusters
  Score: Raw -740673.254840 + Penalty 2885.873773 = -737787.381066
  nChanged 194
		SP:Iteration 11Q (70886.030000 sec): 3 clusters
  Score: Raw -740798.774237 + Penalty 2885.873773 = -737912.900464
  nChanged 189
		SP:Iteration 12Q (70886.210000 sec): 3 clusters
  Score: Raw -740929.481855 + Penalty 2885.873773 = -738043.608082
  nChanged 165
		SP:Iteration 13Q (70886.420000 sec): 3 clusters
  Score: Raw -741021.739655 + Penalty 2885.873773 = -738135.865882
  nChanged 139
		SP:Iteration 14Q (70886.610000 sec): 3 clusters
  Score: Raw -741083.204840 + Penalty 2885.873773 = -738197.331067
  nChanged 92
		SP:Iteration 15Q (70886.820000 sec): 3 clusters
  Score: Raw -741120.744984 + Penalty 2885.873773 = -738234.871211
  nChanged 75
		SP:Iteration 16Q (70887.010000 sec): 3 clusters
  Score: Raw -741150.685331 + Penalty 2885.873773 = -738264.811557
  nChanged 69
		SP:Iteration 17Q (70887.220000 sec): 3 clusters
  Score: Raw -741177.298711 + Penalty 2885.873773 = -738291.424938
  nChanged 54
		SP:Iteration 18Q (70887.420000 sec): 3 clusters
  Score: Raw -741199.641284 + Penalty 2885.873773 = -738313.767511
  nChanged 55
		SP:Iteration 19Q (70887.660000 sec): 3 clusters
  Score: Raw -741226.781734 + Penalty 2885.873773 = -738340.907961
  nChanged 64
		SP:Iteration 20F (70887.860000 sec): 3 clusters
  Score: Raw -741245.354315 + Penalty 2885.873773 = -738359.480542
  nChanged 49
		SP:Iteration 21Q (70888.130000 sec): 3 clusters
  Score: Raw -741258.042137 + Penalty 2885.873773 = -738372.168363
  nChanged 39
		SP:Iteration 22Q (70888.390000 sec): 3 clusters
  Score: Raw -741270.544303 + Penalty 2885.873773 = -738384.670530
  nChanged 37
		SP:Iteration 23Q (70888.630000 sec): 3 clusters
  Score: Raw -741282.732742 + Penalty 2885.873773 = -738396.858968
  nChanged 39
		SP:Iteration 24Q (70888.830000 sec): 3 clusters
  Score: Raw -741297.538140 + Penalty 2885.873773 = -738411.664367
  nChanged 43
		SP:Iteration 25Q (70889.060000 sec): 3 clusters
  Score: Raw -741312.727515 + Penalty 2885.873773 = -738426.853742
  nChanged 43
		SP:Iteration 26Q (70889.260000 sec): 3 clusters
  Score: Raw -741328.586419 + Penalty 2885.873773 = -738442.712646
  nChanged 48
		SP:Iteration 27Q (70889.550000 sec): 3 clusters
  Score: Raw -741351.514215 + Penalty 2885.873773 = -738465.640442
  nChanged 54
		SP:Iteration 28Q (70889.790000 sec): 3 clusters
  Score: Raw -741374.144777 + Penalty 2885.873773 = -738488.271004
  nChanged 54
		SP:Iteration 29Q (70890.000000 sec): 3 clusters
  Score: Raw -741395.682756 + Penalty 2885.873773 = -738509.808983
  nChanged 32
		SP:Iteration 30Q (70890.260000 sec): 3 clusters
  Score: Raw -741408.327140 + Penalty 2885.873773 = -738522.453367
  nChanged 32
		SP:Iteration 31Q (70890.500000 sec): 3 clusters
  Score: Raw -741425.798381 + Penalty 2885.873773 = -738539.924608
  nChanged 31
		SP:Iteration 32Q (70890.720000 sec): 3 clusters
  Score: Raw -741438.439942 + Penalty 2885.873773 = -738552.566169
  nChanged 28
		SP:Iteration 33Q (70890.960000 sec): 3 clusters
  Score: Raw -741447.301804 + Penalty 2885.873773 = -738561.428031
  nChanged 22
		SP:Iteration 34Q (70891.160000 sec): 3 clusters
  Score: Raw -741454.060050 + Penalty 2885.873773 = -738568.186277
  nChanged 21
		SP:Iteration 35Q (70891.360000 sec): 3 clusters
  Score: Raw -741460.799115 + Penalty 2885.873773 = -738574.925341
  nChanged 16
		SP:Iteration 36Q (70891.560000 sec): 3 clusters
  Score: Raw -741466.070472 + Penalty 2885.873773 = -738580.196699
  nChanged 11
		SP:Iteration 37Q (70891.740000 sec): 3 clusters
  Score: Raw -741470.117452 + Penalty 2885.873773 = -738584.243678
  nChanged 10
		SP:Iteration 38Q (70891.960000 sec): 3 clusters
  Score: Raw -741472.269026 + Penalty 2885.873773 = -738586.395252
  nChanged 7
		SP:Iteration 39Q (70892.240000 sec): 3 clusters
  Score: Raw -741473.767285 + Penalty 2885.873773 = -738587.893512
  nChanged 8
		SP:Iteration 40F (70892.500000 sec): 3 clusters
  Score: Raw -741475.815795 + Penalty 2885.873773 = -738589.942022
  nChanged 10
		SP:Iteration 41Q (70892.700000 sec): 3 clusters
  Score: Raw -741478.410555 + Penalty 2885.873773 = -738592.536782
  nChanged 7
		SP:Iteration 42Q (70892.940000 sec): 3 clusters
  Score: Raw -741480.866206 + Penalty 2885.873773 = -738594.992432
  nChanged 6
		SP:Iteration 43Q (70893.160000 sec): 3 clusters
  Score: Raw -741483.075712 + Penalty 2885.873773 = -738597.201939
  nChanged 4
		SP:Iteration 44Q (70893.410000 sec): 3 clusters
  Score: Raw -741485.023093 + Penalty 2885.873773 = -738599.149320
  nChanged 4
		SP:Iteration 45Q (70893.680000 sec): 3 clusters
  Score: Raw -741485.588256 + Penalty 2885.873773 = -738599.714483
  nChanged 1
		SP:Iteration 46Q (70893.920000 sec): 3 clusters
  Score: Raw -741485.656521 + Penalty 2885.873773 = -738599.782748
  nChanged 0
		SP:Iteration 47F (70894.190000 sec): 3 clusters
  Score: Raw -741485.656521 + Penalty 2885.873773 = -738599.782748
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (46185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70894.580000 sec): 2 clusters
  Score: Raw -5321528.879712 + Penalty 1745.316682 = -5319783.563030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70895.020000 sec): 3 clusters
  Score: Raw -5292274.339065 + Penalty 3490.633363 = -5288783.705702
  nChanged 21670
		SP:Iteration 1F (70895.440000 sec): 3 clusters
  Score: Raw -5304905.501507 + Penalty 3490.633363 = -5301414.868144
  nChanged 2389
		SP:Iteration 2F (70895.890000 sec): 3 clusters
  Score: Raw -5305973.313095 + Penalty 3490.633363 = -5302482.679732
  nChanged 2528
		SP:Iteration 3F (70896.360000 sec): 3 clusters
  Score: Raw -5307247.381508 + Penalty 3490.633363 = -5303756.748144
  nChanged 2768
		SP:Iteration 4F (70896.790000 sec): 3 clusters
  Score: Raw -5308785.208643 + Penalty 3490.633363 = -5305294.575279
  nChanged 2839
		SP:Iteration 5F (70897.200000 sec): 3 clusters
  Score: Raw -5310567.173395 + Penalty 3490.633363 = -5307076.540032
  nChanged 2877
		SP:Iteration 6F (70897.580000 sec): 3 clusters
  Score: Raw -5312553.614064 + Penalty 3490.633363 = -5309062.980701
  nChanged 2765
		SP:Iteration 7F (70898.020000 sec): 3 clusters
  Score: Raw -5314736.652695 + Penalty 3490.633363 = -5311246.019331
  nChanged 2521
		SP:Iteration 8F (70898.510000 sec): 3 clusters
  Score: Raw -5316786.675222 + Penalty 3490.633363 = -5313296.041859
  nChanged 1984
		SP:Iteration 9Q (70898.960000 sec): 3 clusters
  Score: Raw -5318327.601798 + Penalty 3490.633363 = -5314836.968435
  nChanged 1517
		SP:Iteration 10Q (70899.410000 sec): 3 clusters
  Score: Raw -5319362.411763 + Penalty 3490.633363 = -5315871.778399
  nChanged 1122
		SP:Iteration 11Q (70899.760000 sec): 3 clusters
  Score: Raw -5319977.746160 + Penalty 3490.633363 = -5316487.112796
  nChanged 866
		SP:Iteration 12Q (70900.260000 sec): 3 clusters
  Score: Raw -5320376.415203 + Penalty 3490.633363 = -5316885.781839
  nChanged 730
		SP:Iteration 13Q (70900.670000 sec): 3 clusters
  Score: Raw -5320666.425699 + Penalty 3490.633363 = -5317175.792336
  nChanged 634
		SP:Iteration 14Q (70901.070000 sec): 3 clusters
  Score: Raw -5320889.819547 + Penalty 3490.633363 = -5317399.186184
  nChanged 534
		SP:Iteration 15Q (70901.480000 sec): 3 clusters
  Score: Raw -5321077.067388 + Penalty 3490.633363 = -5317586.434025
  nChanged 494
		SP:Iteration 16Q (70901.900000 sec): 3 clusters
  Score: Raw -5321251.930685 + Penalty 3490.633363 = -5317761.297321
  nChanged 431
		SP:Iteration 17Q (70902.320000 sec): 3 clusters
  Score: Raw -5321388.861065 + Penalty 3490.633363 = -5317898.227702
  nChanged 370
		SP:Iteration 18Q (70902.800000 sec): 3 clusters
  Score: Raw -5321509.320985 + Penalty 3490.633363 = -5318018.687622
  nChanged 352
		SP:Iteration 19Q (70903.220000 sec): 3 clusters
  Score: Raw -5321624.747439 + Penalty 3490.633363 = -5318134.114076
  nChanged 318
		SP:Iteration 20F (70903.570000 sec): 3 clusters
  Score: Raw -5321724.292492 + Penalty 3490.633363 = -5318233.659128
  nChanged 260
		SP:Iteration 21Q (70904.020000 sec): 3 clusters
  Score: Raw -5321803.558316 + Penalty 3490.633363 = -5318312.924953
  nChanged 219
		SP:Iteration 22Q (70904.460000 sec): 3 clusters
  Score: Raw -5321876.851443 + Penalty 3490.633363 = -5318386.218079
  nChanged 200
		SP:Iteration 23Q (70904.940000 sec): 3 clusters
  Score: Raw -5321944.269376 + Penalty 3490.633363 = -5318453.636013
  nChanged 184
		SP:Iteration 24Q (70905.380000 sec): 3 clusters
  Score: Raw -5322000.026669 + Penalty 3490.633363 = -5318509.393305
  nChanged 122
		SP:Iteration 25Q (70905.740000 sec): 3 clusters
  Score: Raw -5322038.251122 + Penalty 3490.633363 = -5318547.617759
  nChanged 112
		SP:Iteration 26Q (70906.160000 sec): 3 clusters
  Score: Raw -5322070.395397 + Penalty 3490.633363 = -5318579.762033
  nChanged 117
		SP:Iteration 27Q (70906.620000 sec): 3 clusters
  Score: Raw -5322103.354135 + Penalty 3490.633363 = -5318612.720771
  nChanged 84
		SP:Iteration 28Q (70906.980000 sec): 3 clusters
  Score: Raw -5322126.165998 + Penalty 3490.633363 = -5318635.532634
  nChanged 67
		SP:Iteration 29Q (70907.410000 sec): 3 clusters
  Score: Raw -5322144.546119 + Penalty 3490.633363 = -5318653.912756
  nChanged 61
		SP:Iteration 30Q (70907.820000 sec): 3 clusters
  Score: Raw -5322160.391452 + Penalty 3490.633363 = -5318669.758088
  nChanged 58
		SP:Iteration 31Q (70908.170000 sec): 3 clusters
  Score: Raw -5322178.896793 + Penalty 3490.633363 = -5318688.263429
  nChanged 72
		SP:Iteration 32Q (70908.600000 sec): 3 clusters
  Score: Raw -5322201.227251 + Penalty 3490.633363 = -5318710.593887
  nChanged 68
		SP:Iteration 33Q (70908.970000 sec): 3 clusters
  Score: Raw -5322224.245410 + Penalty 3490.633363 = -5318733.612046
  nChanged 52
		SP:Iteration 34Q (70909.400000 sec): 3 clusters
  Score: Raw -5322241.447369 + Penalty 3490.633363 = -5318750.814006
  nChanged 55
		SP:Iteration 35Q (70909.800000 sec): 3 clusters
  Score: Raw -5322260.872959 + Penalty 3490.633363 = -5318770.239596
  nChanged 49
		SP:Iteration 36Q (70910.240000 sec): 3 clusters
  Score: Raw -5322274.417266 + Penalty 3490.633363 = -5318783.783902
  nChanged 47
		SP:Iteration 37Q (70910.650000 sec): 3 clusters
  Score: Raw -5322290.260425 + Penalty 3490.633363 = -5318799.627061
  nChanged 44
		SP:Iteration 38Q (70911.000000 sec): 3 clusters
  Score: Raw -5322302.473179 + Penalty 3490.633363 = -5318811.839816
  nChanged 25
		SP:Iteration 39Q (70911.410000 sec): 3 clusters
  Score: Raw -5322308.145031 + Penalty 3490.633363 = -5318817.511667
  nChanged 23
		SP:Iteration 40F (70911.780000 sec): 3 clusters
  Score: Raw -5322313.654939 + Penalty 3490.633363 = -5318823.021575
  nChanged 17
		SP:Iteration 41Q (70912.140000 sec): 3 clusters
  Score: Raw -5322317.921353 + Penalty 3490.633363 = -5318827.287990
  nChanged 23
		SP:Iteration 42Q (70912.500000 sec): 3 clusters
  Score: Raw -5322327.360270 + Penalty 3490.633363 = -5318836.726907
  nChanged 28
		SP:Iteration 43Q (70912.950000 sec): 3 clusters
  Score: Raw -5322338.167409 + Penalty 3490.633363 = -5318847.534046
  nChanged 24
		SP:Iteration 44Q (70913.330000 sec): 3 clusters
  Score: Raw -5322346.005580 + Penalty 3490.633363 = -5318855.372217
  nChanged 21
		SP:Iteration 45Q (70913.750000 sec): 3 clusters
  Score: Raw -5322353.609707 + Penalty 3490.633363 = -5318862.976344
  nChanged 22
		SP:Iteration 46Q (70914.140000 sec): 3 clusters
  Score: Raw -5322361.534963 + Penalty 3490.633363 = -5318870.901599
  nChanged 16
		SP:Iteration 47Q (70914.620000 sec): 3 clusters
  Score: Raw -5322365.543295 + Penalty 3490.633363 = -5318874.909932
  nChanged 8
		SP:Iteration 48Q (70915.040000 sec): 3 clusters
  Score: Raw -5322367.729952 + Penalty 3490.633363 = -5318877.096589
  nChanged 11
		SP:Iteration 49Q (70915.400000 sec): 3 clusters
  Score: Raw -5322371.061861 + Penalty 3490.633363 = -5318880.428498
  nChanged 16
		SP:Iteration 50Q (70915.870000 sec): 3 clusters
  Score: Raw -5322376.439135 + Penalty 3490.633363 = -5318885.805771
  nChanged 21
		SP:Iteration 51Q (70916.290000 sec): 3 clusters
  Score: Raw -5322381.815123 + Penalty 3490.633363 = -5318891.181759
  nChanged 20
		SP:Iteration 52Q (70916.730000 sec): 3 clusters
  Score: Raw -5322388.144517 + Penalty 3490.633363 = -5318897.511154
  nChanged 19
		SP:Iteration 53Q (70917.130000 sec): 3 clusters
  Score: Raw -5322396.648179 + Penalty 3490.633363 = -5318906.014815
  nChanged 24
		SP:Iteration 54Q (70917.570000 sec): 3 clusters
  Score: Raw -5322408.516368 + Penalty 3490.633363 = -5318917.883005
  nChanged 21
		SP:Iteration 55Q (70917.920000 sec): 3 clusters
  Score: Raw -5322418.024659 + Penalty 3490.633363 = -5318927.391296
  nChanged 17
		SP:Iteration 56Q (70918.370000 sec): 3 clusters
  Score: Raw -5322424.092391 + Penalty 3490.633363 = -5318933.459027
  nChanged 18
		SP:Iteration 57Q (70918.790000 sec): 3 clusters
  Score: Raw -5322428.992012 + Penalty 3490.633363 = -5318938.358649
  nChanged 20
		SP:Iteration 58Q (70919.170000 sec): 3 clusters
  Score: Raw -5322435.991251 + Penalty 3490.633363 = -5318945.357888
  nChanged 17
		SP:Iteration 59Q (70919.530000 sec): 3 clusters
  Score: Raw -5322442.717224 + Penalty 3490.633363 = -5318952.083861
  nChanged 11
		SP:Iteration 60F (70919.960000 sec): 3 clusters
  Score: Raw -5322447.977357 + Penalty 3490.633363 = -5318957.343994
  nChanged 15
		SP:Iteration 61Q (70920.370000 sec): 3 clusters
  Score: Raw -5322453.180469 + Penalty 3490.633363 = -5318962.547105
  nChanged 15
		SP:Iteration 62Q (70920.770000 sec): 3 clusters
  Score: Raw -5322459.110078 + Penalty 3490.633363 = -5318968.476715
  nChanged 15
		SP:Iteration 63Q (70921.170000 sec): 3 clusters
  Score: Raw -5322464.388283 + Penalty 3490.633363 = -5318973.754920
  nChanged 15
		SP:Iteration 64Q (70921.570000 sec): 3 clusters
  Score: Raw -5322471.049579 + Penalty 3490.633363 = -5318980.416215
  nChanged 17
		SP:Iteration 65Q (70921.980000 sec): 3 clusters
  Score: Raw -5322477.457161 + Penalty 3490.633363 = -5318986.823797
  nChanged 13
		SP:Iteration 66Q (70922.310000 sec): 3 clusters
  Score: Raw -5322484.131439 + Penalty 3490.633363 = -5318993.498076
  nChanged 18
		SP:Iteration 67Q (70922.740000 sec): 3 clusters
  Score: Raw -5322493.629359 + Penalty 3490.633363 = -5319002.995995
  nChanged 23
		SP:Iteration 68Q (70923.150000 sec): 3 clusters
  Score: Raw -5322504.343405 + Penalty 3490.633363 = -5319013.710041
  nChanged 20
		SP:Iteration 69Q (70923.550000 sec): 3 clusters
  Score: Raw -5322513.679077 + Penalty 3490.633363 = -5319023.045714
  nChanged 22
		SP:Iteration 70Q (70923.940000 sec): 3 clusters
  Score: Raw -5322529.478457 + Penalty 3490.633363 = -5319038.845094
  nChanged 24
		SP:Iteration 71Q (70924.330000 sec): 3 clusters
  Score: Raw -5322550.578005 + Penalty 3490.633363 = -5319059.944642
  nChanged 30
		SP:Iteration 72Q (70924.690000 sec): 3 clusters
  Score: Raw -5322581.042710 + Penalty 3490.633363 = -5319090.409347
  nChanged 34
		SP:Iteration 73Q (70925.100000 sec): 3 clusters
  Score: Raw -5322620.131403 + Penalty 3490.633363 = -5319129.498040
  nChanged 33
		SP:Iteration 74Q (70925.540000 sec): 3 clusters
  Score: Raw -5322661.659608 + Penalty 3490.633363 = -5319171.026245
  nChanged 44
		SP:Iteration 75Q (70925.900000 sec): 3 clusters
  Score: Raw -5322699.176091 + Penalty 3490.633363 = -5319208.542727
  nChanged 39
		SP:Iteration 76Q (70926.290000 sec): 3 clusters
  Score: Raw -5322722.111422 + Penalty 3490.633363 = -5319231.478059
  nChanged 21
		SP:Iteration 77Q (70926.730000 sec): 3 clusters
  Score: Raw -5322731.965708 + Penalty 3490.633363 = -5319241.332344
  nChanged 7
		SP:Iteration 78Q (70927.120000 sec): 3 clusters
  Score: Raw -5322734.531437 + Penalty 3490.633363 = -5319243.898074
  nChanged 11
		SP:Iteration 79Q (70927.470000 sec): 3 clusters
  Score: Raw -5322737.260582 + Penalty 3490.633363 = -5319246.627219
  nChanged 5
		SP:Iteration 80F (70927.990000 sec): 3 clusters
  Score: Raw -5322739.316983 + Penalty 3490.633363 = -5319248.683619
  nChanged 7
		SP:Iteration 81Q (70928.370000 sec): 3 clusters
  Score: Raw -5322741.526812 + Penalty 3490.633363 = -5319250.893448
  nChanged 5
		SP:Iteration 82Q (70928.780000 sec): 3 clusters
  Score: Raw -5322743.411293 + Penalty 3490.633363 = -5319252.777929
  nChanged 1
		SP:Iteration 83Q (70929.220000 sec): 3 clusters
  Score: Raw -5322743.523476 + Penalty 3490.633363 = -5319252.890113
  nChanged 0
		SP:Iteration 84F (70929.630000 sec): 3 clusters
  Score: Raw -5322743.523476 + Penalty 3490.633363 = -5319252.890113
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70929.770000 sec): 2 clusters
  Score: Raw -601477.554721 + Penalty 1380.926685 = -600096.628035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70930.010000 sec): 3 clusters
  Score: Raw -598930.496961 + Penalty 2761.853371 = -596168.643591
  nChanged 1974
		SP:Iteration 1F (70930.190000 sec): 3 clusters
  Score: Raw -600017.471224 + Penalty 2761.853371 = -597255.617853
  nChanged 379
		SP:Iteration 2F (70930.370000 sec): 3 clusters
  Score: Raw -600230.402800 + Penalty 2761.853371 = -597468.549429
  nChanged 270
		SP:Iteration 3F (70930.590000 sec): 3 clusters
  Score: Raw -600353.483269 + Penalty 2761.853371 = -597591.629898
  nChanged 209
		SP:Iteration 4Q (70930.790000 sec): 3 clusters
  Score: Raw -600434.436764 + Penalty 2761.853371 = -597672.583393
  nChanged 151
		SP:Iteration 5Q (70931.030000 sec): 3 clusters
  Score: Raw -600493.078199 + Penalty 2761.853371 = -597731.224828
  nChanged 136
		SP:Iteration 6Q (70931.220000 sec): 3 clusters
  Score: Raw -600558.650204 + Penalty 2761.853371 = -597796.796833
  nChanged 122
		SP:Iteration 7Q (70931.410000 sec): 3 clusters
  Score: Raw -600599.820863 + Penalty 2761.853371 = -597837.967492
  nChanged 102
		SP:Iteration 8Q (70931.590000 sec): 3 clusters
  Score: Raw -600635.697344 + Penalty 2761.853371 = -597873.843973
  nChanged 110
		SP:Iteration 9Q (70931.830000 sec): 3 clusters
  Score: Raw -600673.781981 + Penalty 2761.853371 = -597911.928610
  nChanged 94
		SP:Iteration 10Q (70932.060000 sec): 3 clusters
  Score: Raw -600712.583445 + Penalty 2761.853371 = -597950.730074
  nChanged 118
		SP:Iteration 11Q (70932.260000 sec): 3 clusters
  Score: Raw -600763.133686 + Penalty 2761.853371 = -598001.280315
  nChanged 134
		SP:Iteration 12Q (70932.470000 sec): 3 clusters
  Score: Raw -600831.330677 + Penalty 2761.853371 = -598069.477306
  nChanged 148
		SP:Iteration 13Q (70932.730000 sec): 3 clusters
  Score: Raw -600910.774055 + Penalty 2761.853371 = -598148.920684
  nChanged 148
		SP:Iteration 14Q (70933.020000 sec): 3 clusters
  Score: Raw -600985.205093 + Penalty 2761.853371 = -598223.351722
  nChanged 146
		SP:Iteration 15Q (70933.200000 sec): 3 clusters
  Score: Raw -601053.503160 + Penalty 2761.853371 = -598291.649789
  nChanged 124
		SP:Iteration 16Q (70933.450000 sec): 3 clusters
  Score: Raw -601109.811294 + Penalty 2761.853371 = -598347.957923
  nChanged 118
		SP:Iteration 17Q (70933.630000 sec): 3 clusters
  Score: Raw -601163.322780 + Penalty 2761.853371 = -598401.469409
  nChanged 96
		SP:Iteration 18Q (70933.870000 sec): 3 clusters
  Score: Raw -601199.044559 + Penalty 2761.853371 = -598437.191188
  nChanged 78
		SP:Iteration 19Q (70934.030000 sec): 3 clusters
  Score: Raw -601226.921060 + Penalty 2761.853371 = -598465.067689
  nChanged 61
		SP:Iteration 20F (70934.190000 sec): 3 clusters
  Score: Raw -601247.735721 + Penalty 2761.853371 = -598485.882350
  nChanged 47
		SP:Iteration 21Q (70934.400000 sec): 3 clusters
  Score: Raw -601261.927808 + Penalty 2761.853371 = -598500.074437
  nChanged 46
		SP:Iteration 22Q (70934.600000 sec): 3 clusters
  Score: Raw -601275.253328 + Penalty 2761.853371 = -598513.399957
  nChanged 34
		SP:Iteration 23Q (70934.830000 sec): 3 clusters
  Score: Raw -601283.997988 + Penalty 2761.853371 = -598522.144617
  nChanged 26
		SP:Iteration 24Q (70935.060000 sec): 3 clusters
  Score: Raw -601290.218324 + Penalty 2761.853371 = -598528.364953
  nChanged 27
		SP:Iteration 25Q (70935.270000 sec): 3 clusters
  Score: Raw -601297.239168 + Penalty 2761.853371 = -598535.385798
  nChanged 27
		SP:Iteration 26Q (70935.500000 sec): 3 clusters
  Score: Raw -601304.061734 + Penalty 2761.853371 = -598542.208363
  nChanged 24
		SP:Iteration 27Q (70935.690000 sec): 3 clusters
  Score: Raw -601311.005273 + Penalty 2761.853371 = -598549.151902
  nChanged 22
		SP:Iteration 28Q (70935.870000 sec): 3 clusters
  Score: Raw -601317.737896 + Penalty 2761.853371 = -598555.884525
  nChanged 10
		SP:Iteration 29Q (70936.050000 sec): 3 clusters
  Score: Raw -601320.192960 + Penalty 2761.853371 = -598558.339590
  nChanged 10
		SP:Iteration 30Q (70936.230000 sec): 3 clusters
  Score: Raw -601322.155571 + Penalty 2761.853371 = -598560.302200
  nChanged 2
		SP:Iteration 31Q (70936.450000 sec): 3 clusters
  Score: Raw -601322.568672 + Penalty 2761.853371 = -598560.715301
  nChanged 3
		SP:Iteration 32Q (70936.650000 sec): 3 clusters
  Score: Raw -601323.130320 + Penalty 2761.853371 = -598561.276949
  nChanged 2
		SP:Iteration 33Q (70936.810000 sec): 3 clusters
  Score: Raw -601323.699108 + Penalty 2761.853371 = -598561.845737
  nChanged 2
		SP:Iteration 34Q (70937.020000 sec): 3 clusters
  Score: Raw -601324.014607 + Penalty 2761.853371 = -598562.161236
  nChanged 2
		SP:Iteration 35Q (70937.210000 sec): 3 clusters
  Score: Raw -601324.269479 + Penalty 2761.853371 = -598562.416108
  nChanged 1
		SP:Iteration 36Q (70937.410000 sec): 3 clusters
  Score: Raw -601324.399742 + Penalty 2761.853371 = -598562.546371
  nChanged 0
		SP:Iteration 37F (70937.590000 sec): 3 clusters
  Score: Raw -601324.399742 + Penalty 2761.853371 = -598562.546371
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (15697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70937.790000 sec): 2 clusters
  Score: Raw -1712257.492633 + Penalty 1569.949045 = -1710687.543588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70938.030000 sec): 3 clusters
  Score: Raw -1702913.931271 + Penalty 3139.898089 = -1699774.033182
  nChanged 7017
		SP:Iteration 1F (70938.300000 sec): 3 clusters
  Score: Raw -1707152.973205 + Penalty 3139.898089 = -1704013.075115
  nChanged 1181
		SP:Iteration 2F (70938.540000 sec): 3 clusters
  Score: Raw -1707886.881317 + Penalty 3139.898089 = -1704746.983228
  nChanged 1115
		SP:Iteration 3F (70938.770000 sec): 3 clusters
  Score: Raw -1708625.423283 + Penalty 3139.898089 = -1705485.525194
  nChanged 1039
		SP:Iteration 4F (70939.110000 sec): 3 clusters
  Score: Raw -1709323.253607 + Penalty 3139.898089 = -1706183.355517
  nChanged 952
		SP:Iteration 5F (70939.420000 sec): 3 clusters
  Score: Raw -1709900.145234 + Penalty 3139.898089 = -1706760.247144
  nChanged 836
		SP:Iteration 6F (70939.730000 sec): 3 clusters
  Score: Raw -1710341.900312 + Penalty 3139.898089 = -1707202.002223
  nChanged 684
		SP:Iteration 7Q (70939.970000 sec): 3 clusters
  Score: Raw -1710650.092035 + Penalty 3139.898089 = -1707510.193945
  nChanged 513
		SP:Iteration 8Q (70940.270000 sec): 3 clusters
  Score: Raw -1710854.848674 + Penalty 3139.898089 = -1707714.950585
  nChanged 452
		SP:Iteration 9Q (70940.530000 sec): 3 clusters
  Score: Raw -1711030.563782 + Penalty 3139.898089 = -1707890.665692
  nChanged 410
		SP:Iteration 10Q (70940.760000 sec): 3 clusters
  Score: Raw -1711194.830313 + Penalty 3139.898089 = -1708054.932223
  nChanged 385
		SP:Iteration 11Q (70941.040000 sec): 3 clusters
  Score: Raw -1711359.260560 + Penalty 3139.898089 = -1708219.362471
  nChanged 344
		SP:Iteration 12Q (70941.250000 sec): 3 clusters
  Score: Raw -1711491.145229 + Penalty 3139.898089 = -1708351.247139
  nChanged 291
		SP:Iteration 13Q (70941.510000 sec): 3 clusters
  Score: Raw -1711588.170429 + Penalty 3139.898089 = -1708448.272340
  nChanged 254
		SP:Iteration 14Q (70941.830000 sec): 3 clusters
  Score: Raw -1711679.666727 + Penalty 3139.898089 = -1708539.768638
  nChanged 254
		SP:Iteration 15Q (70942.080000 sec): 3 clusters
  Score: Raw -1711757.352181 + Penalty 3139.898089 = -1708617.454092
  nChanged 195
		SP:Iteration 16Q (70942.330000 sec): 3 clusters
  Score: Raw -1711814.610361 + Penalty 3139.898089 = -1708674.712271
  nChanged 204
		SP:Iteration 17Q (70942.630000 sec): 3 clusters
  Score: Raw -1711874.705945 + Penalty 3139.898089 = -1708734.807856
  nChanged 193
		SP:Iteration 18Q (70942.870000 sec): 3 clusters
  Score: Raw -1711937.429012 + Penalty 3139.898089 = -1708797.530923
  nChanged 193
		SP:Iteration 19Q (70943.170000 sec): 3 clusters
  Score: Raw -1712001.325913 + Penalty 3139.898089 = -1708861.427824
  nChanged 189
		SP:Iteration 20F (70943.450000 sec): 3 clusters
  Score: Raw -1712075.412099 + Penalty 3139.898089 = -1708935.514010
  nChanged 200
		SP:Iteration 21Q (70943.730000 sec): 3 clusters
  Score: Raw -1712149.470912 + Penalty 3139.898089 = -1709009.572823
  nChanged 202
		SP:Iteration 22Q (70944.010000 sec): 3 clusters
  Score: Raw -1712220.156974 + Penalty 3139.898089 = -1709080.258885
  nChanged 182
		SP:Iteration 23Q (70944.250000 sec): 3 clusters
  Score: Raw -1712284.296354 + Penalty 3139.898089 = -1709144.398265
  nChanged 174
		SP:Iteration 24Q (70944.510000 sec): 3 clusters
  Score: Raw -1712350.697806 + Penalty 3139.898089 = -1709210.799717
  nChanged 166
		SP:Iteration 25Q (70944.800000 sec): 3 clusters
  Score: Raw -1712410.249994 + Penalty 3139.898089 = -1709270.351905
  nChanged 137
		SP:Iteration 26Q (70945.050000 sec): 3 clusters
  Score: Raw -1712451.454293 + Penalty 3139.898089 = -1709311.556203
  nChanged 103
		SP:Iteration 27Q (70945.270000 sec): 3 clusters
  Score: Raw -1712476.064884 + Penalty 3139.898089 = -1709336.166795
  nChanged 81
		SP:Iteration 28Q (70945.520000 sec): 3 clusters
  Score: Raw -1712497.318931 + Penalty 3139.898089 = -1709357.420842
  nChanged 80
		SP:Iteration 29Q (70945.790000 sec): 3 clusters
  Score: Raw -1712521.241237 + Penalty 3139.898089 = -1709381.343148
  nChanged 87
		SP:Iteration 30Q (70946.010000 sec): 3 clusters
  Score: Raw -1712542.705125 + Penalty 3139.898089 = -1709402.807035
  nChanged 77
		SP:Iteration 31Q (70946.200000 sec): 3 clusters
  Score: Raw -1712562.567816 + Penalty 3139.898089 = -1709422.669727
  nChanged 75
		SP:Iteration 32Q (70946.430000 sec): 3 clusters
  Score: Raw -1712580.059809 + Penalty 3139.898089 = -1709440.161719
  nChanged 69
		SP:Iteration 33Q (70946.680000 sec): 3 clusters
  Score: Raw -1712595.931149 + Penalty 3139.898089 = -1709456.033059
  nChanged 60
		SP:Iteration 34Q (70946.890000 sec): 3 clusters
  Score: Raw -1712611.700328 + Penalty 3139.898089 = -1709471.802239
  nChanged 61
		SP:Iteration 35Q (70947.130000 sec): 3 clusters
  Score: Raw -1712630.036673 + Penalty 3139.898089 = -1709490.138584
  nChanged 65
		SP:Iteration 36Q (70947.330000 sec): 3 clusters
  Score: Raw -1712647.388665 + Penalty 3139.898089 = -1709507.490575
  nChanged 66
		SP:Iteration 37Q (70947.590000 sec): 3 clusters
  Score: Raw -1712664.859740 + Penalty 3139.898089 = -1709524.961651
  nChanged 76
		SP:Iteration 38Q (70947.800000 sec): 3 clusters
  Score: Raw -1712685.188637 + Penalty 3139.898089 = -1709545.290548
  nChanged 81
		SP:Iteration 39Q (70948.050000 sec): 3 clusters
  Score: Raw -1712704.863498 + Penalty 3139.898089 = -1709564.965408
  nChanged 67
		SP:Iteration 40F (70948.310000 sec): 3 clusters
  Score: Raw -1712721.329749 + Penalty 3139.898089 = -1709581.431659
  nChanged 58
		SP:Iteration 41Q (70948.510000 sec): 3 clusters
  Score: Raw -1712738.312244 + Penalty 3139.898089 = -1709598.414154
  nChanged 58
		SP:Iteration 42Q (70948.710000 sec): 3 clusters
  Score: Raw -1712752.081592 + Penalty 3139.898089 = -1709612.183503
  nChanged 43
		SP:Iteration 43Q (70949.000000 sec): 3 clusters
  Score: Raw -1712761.593043 + Penalty 3139.898089 = -1709621.694954
  nChanged 44
		SP:Iteration 44Q (70949.270000 sec): 3 clusters
  Score: Raw -1712772.976574 + Penalty 3139.898089 = -1709633.078485
  nChanged 43
		SP:Iteration 45Q (70949.500000 sec): 3 clusters
  Score: Raw -1712784.784482 + Penalty 3139.898089 = -1709644.886393
  nChanged 35
		SP:Iteration 46Q (70949.810000 sec): 3 clusters
  Score: Raw -1712794.093785 + Penalty 3139.898089 = -1709654.195696
  nChanged 41
		SP:Iteration 47Q (70950.100000 sec): 3 clusters
  Score: Raw -1712805.750512 + Penalty 3139.898089 = -1709665.852422
  nChanged 36
		SP:Iteration 48Q (70950.360000 sec): 3 clusters
  Score: Raw -1712815.220513 + Penalty 3139.898089 = -1709675.322423
  nChanged 38
		SP:Iteration 49Q (70950.680000 sec): 3 clusters
  Score: Raw -1712827.250242 + Penalty 3139.898089 = -1709687.352153
  nChanged 31
		SP:Iteration 50Q (70950.960000 sec): 3 clusters
  Score: Raw -1712837.911950 + Penalty 3139.898089 = -1709698.013860
  nChanged 30
		SP:Iteration 51Q (70951.180000 sec): 3 clusters
  Score: Raw -1712845.024769 + Penalty 3139.898089 = -1709705.126679
  nChanged 15
		SP:Iteration 52Q (70951.510000 sec): 3 clusters
  Score: Raw -1712848.636215 + Penalty 3139.898089 = -1709708.738126
  nChanged 18
		SP:Iteration 53Q (70951.780000 sec): 3 clusters
  Score: Raw -1712852.880510 + Penalty 3139.898089 = -1709712.982420
  nChanged 10
		SP:Iteration 54Q (70952.110000 sec): 3 clusters
  Score: Raw -1712855.318961 + Penalty 3139.898089 = -1709715.420871
  nChanged 12
		SP:Iteration 55Q (70952.330000 sec): 3 clusters
  Score: Raw -1712857.187704 + Penalty 3139.898089 = -1709717.289614
  nChanged 10
		SP:Iteration 56Q (70952.670000 sec): 3 clusters
  Score: Raw -1712858.471470 + Penalty 3139.898089 = -1709718.573380
  nChanged 7
		SP:Iteration 57Q (70952.920000 sec): 3 clusters
  Score: Raw -1712859.232319 + Penalty 3139.898089 = -1709719.334229
  nChanged 5
		SP:Iteration 58Q (70953.250000 sec): 3 clusters
  Score: Raw -1712859.957553 + Penalty 3139.898089 = -1709720.059464
  nChanged 5
		SP:Iteration 59Q (70953.480000 sec): 3 clusters
  Score: Raw -1712860.899637 + Penalty 3139.898089 = -1709721.001548
  nChanged 4
		SP:Iteration 60F (70953.780000 sec): 3 clusters
  Score: Raw -1712861.458984 + Penalty 3139.898089 = -1709721.560895
  nChanged 5
		SP:Iteration 61Q (70954.160000 sec): 3 clusters
  Score: Raw -1712862.427162 + Penalty 3139.898089 = -1709722.529072
  nChanged 6
		SP:Iteration 62Q (70954.410000 sec): 3 clusters
  Score: Raw -1712864.084996 + Penalty 3139.898089 = -1709724.186906
  nChanged 10
		SP:Iteration 63Q (70954.710000 sec): 3 clusters
  Score: Raw -1712866.823939 + Penalty 3139.898089 = -1709726.925850
  nChanged 11
		SP:Iteration 64Q (70954.990000 sec): 3 clusters
  Score: Raw -1712869.268856 + Penalty 3139.898089 = -1709729.370767
  nChanged 12
		SP:Iteration 65Q (70955.290000 sec): 3 clusters
  Score: Raw -1712871.309735 + Penalty 3139.898089 = -1709731.411646
  nChanged 13
		SP:Iteration 66Q (70955.540000 sec): 3 clusters
  Score: Raw -1712873.784409 + Penalty 3139.898089 = -1709733.886320
  nChanged 12
		SP:Iteration 67Q (70955.820000 sec): 3 clusters
  Score: Raw -1712876.276743 + Penalty 3139.898089 = -1709736.378654
  nChanged 13
		SP:Iteration 68Q (70956.090000 sec): 3 clusters
  Score: Raw -1712878.891246 + Penalty 3139.898089 = -1709738.993156
  nChanged 11
		SP:Iteration 69Q (70956.370000 sec): 3 clusters
  Score: Raw -1712880.952734 + Penalty 3139.898089 = -1709741.054645
  nChanged 11
		SP:Iteration 70Q (70956.560000 sec): 3 clusters
  Score: Raw -1712883.903476 + Penalty 3139.898089 = -1709744.005387
  nChanged 9
		SP:Iteration 71Q (70956.860000 sec): 3 clusters
  Score: Raw -1712885.862898 + Penalty 3139.898089 = -1709745.964809
  nChanged 5
		SP:Iteration 72Q (70957.090000 sec): 3 clusters
  Score: Raw -1712886.725239 + Penalty 3139.898089 = -1709746.827150
  nChanged 3
		SP:Iteration 73Q (70957.330000 sec): 3 clusters
  Score: Raw -1712887.534178 + Penalty 3139.898089 = -1709747.636089
  nChanged 5
		SP:Iteration 74Q (70957.560000 sec): 3 clusters
  Score: Raw -1712888.438739 + Penalty 3139.898089 = -1709748.540649
  nChanged 3
		SP:Iteration 75Q (70957.800000 sec): 3 clusters
  Score: Raw -1712889.501703 + Penalty 3139.898089 = -1709749.603614
  nChanged 3
		SP:Iteration 76Q (70958.020000 sec): 3 clusters
  Score: Raw -1712890.975360 + Penalty 3139.898089 = -1709751.077271
  nChanged 5
		SP:Iteration 77Q (70958.240000 sec): 3 clusters
  Score: Raw -1712892.111056 + Penalty 3139.898089 = -1709752.212967
  nChanged 10
		SP:Iteration 78Q (70958.460000 sec): 3 clusters
  Score: Raw -1712893.721061 + Penalty 3139.898089 = -1709753.822972
  nChanged 5
		SP:Iteration 79Q (70958.710000 sec): 3 clusters
  Score: Raw -1712895.020892 + Penalty 3139.898089 = -1709755.122803
  nChanged 7
		SP:Iteration 80F (70958.960000 sec): 3 clusters
  Score: Raw -1712896.291728 + Penalty 3139.898089 = -1709756.393638
  nChanged 6
		SP:Iteration 81Q (70959.180000 sec): 3 clusters
  Score: Raw -1712897.352571 + Penalty 3139.898089 = -1709757.454482
  nChanged 6
		SP:Iteration 82Q (70959.420000 sec): 3 clusters
  Score: Raw -1712898.049602 + Penalty 3139.898089 = -1709758.151513
  nChanged 8
		SP:Iteration 83Q (70959.650000 sec): 3 clusters
  Score: Raw -1712899.646169 + Penalty 3139.898089 = -1709759.748080
  nChanged 6
		SP:Iteration 84Q (70959.870000 sec): 3 clusters
  Score: Raw -1712900.974865 + Penalty 3139.898089 = -1709761.076775
  nChanged 10
		SP:Iteration 85Q (70960.120000 sec): 3 clusters
  Score: Raw -1712903.340829 + Penalty 3139.898089 = -1709763.442740
  nChanged 11
		SP:Iteration 86Q (70960.400000 sec): 3 clusters
  Score: Raw -1712905.236966 + Penalty 3139.898089 = -1709765.338877
  nChanged 9
		SP:Iteration 87Q (70960.720000 sec): 3 clusters
  Score: Raw -1712906.946411 + Penalty 3139.898089 = -1709767.048322
  nChanged 10
		SP:Iteration 88Q (70960.920000 sec): 3 clusters
  Score: Raw -1712909.174981 + Penalty 3139.898089 = -1709769.276891
  nChanged 6
		SP:Iteration 89Q (70961.140000 sec): 3 clusters
  Score: Raw -1712909.848768 + Penalty 3139.898089 = -1709769.950679
  nChanged 2
		SP:Iteration 90Q (70961.410000 sec): 3 clusters
  Score: Raw -1712910.000605 + Penalty 3139.898089 = -1709770.102516
  nChanged 1
		SP:Iteration 91Q (70961.680000 sec): 3 clusters
  Score: Raw -1712910.325801 + Penalty 3139.898089 = -1709770.427712
  nChanged 4
		SP:Iteration 92Q (70961.980000 sec): 3 clusters
  Score: Raw -1712911.310036 + Penalty 3139.898089 = -1709771.411947
  nChanged 4
		SP:Iteration 93Q (70962.240000 sec): 3 clusters
  Score: Raw -1712912.139988 + Penalty 3139.898089 = -1709772.241899
  nChanged 2
		SP:Iteration 94Q (70962.520000 sec): 3 clusters
  Score: Raw -1712912.900754 + Penalty 3139.898089 = -1709773.002665
  nChanged 2
		SP:Iteration 95Q (70962.820000 sec): 3 clusters
  Score: Raw -1712913.269260 + Penalty 3139.898089 = -1709773.371171
  nChanged 2
		SP:Iteration 96Q (70963.080000 sec): 3 clusters
  Score: Raw -1712913.457723 + Penalty 3139.898089 = -1709773.559633
  nChanged 0
		SP:Iteration 97F (70963.350000 sec): 3 clusters
  Score: Raw -1712913.457723 + Penalty 3139.898089 = -1709773.559633
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70963.460000 sec): 2 clusters
  Score: Raw -80661.076352 + Penalty 1090.063664 = -79571.012688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70963.660000 sec): 3 clusters
  Score: Raw -80654.108540 + Penalty 2180.127327 = -78473.981213
  nChanged 259
		SP:Iteration 1F (70963.800000 sec): 3 clusters
  Score: Raw -81648.992055 + Penalty 2180.127327 = -79468.864728
  nChanged 133
		SP:Iteration 2F (70963.940000 sec): 3 clusters
  Score: Raw -82737.243771 + Penalty 2180.127327 = -80557.116444
  nChanged 74
		SP:Iteration 3F (70964.090000 sec): 3 clusters
  Score: Raw -83325.863241 + Penalty 2180.127327 = -81145.735913
  nChanged 38
		SP:Iteration 4Q (70964.230000 sec): 3 clusters
  Score: Raw -84527.076125 + Penalty 2180.127327 = -82346.948798
  nChanged 11
		SP:Iteration 5Q (70964.410000 sec): 3 clusters
  Score: Raw -84852.569647 + Penalty 2180.127327 = -82672.442320
  nChanged 5
		SP:Iteration 6Q (70964.550000 sec): 3 clusters
  Score: Raw -85184.637890 + Penalty 2180.127327 = -83004.510562
  nChanged 2
		SP:Iteration 7Q (70964.700000 sec): 3 clusters
  Score: Raw -85290.987832 + Penalty 2180.127327 = -83110.860505
  nChanged 0
		SP:Iteration 8F (70964.840000 sec): 3 clusters
  Score: Raw -85290.987832 + Penalty 2180.127327 = -83110.860505
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (370538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70966.550000 sec): 2 clusters
  Score: Raw -45037170.980900 + Penalty 2083.690583 = -45035087.290317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70968.380000 sec): 3 clusters
  Score: Raw -44788526.917776 + Penalty 4167.381167 = -44784359.536609
  nChanged 181131
		SP:Iteration 1F (70970.140000 sec): 3 clusters
  Score: Raw -44900634.313176 + Penalty 4167.381167 = -44896466.932009
  nChanged 16331
		SP:Iteration 2Q (70971.940000 sec): 3 clusters
  Score: Raw -44906970.518758 + Penalty 4167.381167 = -44902803.137591
  nChanged 22181
		SP:Iteration 3F (70973.720000 sec): 3 clusters
  Score: Raw -44918810.587055 + Penalty 4167.381167 = -44914643.205888
  nChanged 28562
		SP:Iteration 4F (70975.470000 sec): 3 clusters
  Score: Raw -44938825.628803 + Penalty 4167.381167 = -44934658.247636
  nChanged 32664
		SP:Iteration 5F (70977.230000 sec): 3 clusters
  Score: Raw -44966740.664750 + Penalty 4167.381167 = -44962573.283583
  nChanged 30581
		SP:Iteration 6F (70978.950000 sec): 3 clusters
  Score: Raw -44996153.295114 + Penalty 4167.381167 = -44991985.913947
  nChanged 22303
		SP:Iteration 7F (70980.660000 sec): 3 clusters
  Score: Raw -45018954.916496 + Penalty 4167.381167 = -45014787.535329
  nChanged 12135
		SP:Iteration 8Q (70982.250000 sec): 3 clusters
  Score: Raw -45031192.258519 + Penalty 4167.381167 = -45027024.877352
  nChanged 4641
		SP:Iteration 9Q (70983.790000 sec): 3 clusters
  Score: Raw -45035579.155994 + Penalty 4167.381167 = -45031411.774827
  nChanged 1359
		SP:Iteration 10Q (70985.190000 sec): 3 clusters
  Score: Raw -45036785.463132 + Penalty 4167.381167 = -45032618.081965
  nChanged 357
		SP:Iteration 11Q (70986.490000 sec): 3 clusters
  Score: Raw -45037145.468719 + Penalty 4167.381167 = -45032978.087552
  nChanged 117
		SP:Iteration 12Q (70987.960000 sec): 3 clusters
  Score: Raw -45037273.419325 + Penalty 4167.381167 = -45033106.038158
  nChanged 42
		SP:Iteration 13Q (70989.330000 sec): 3 clusters
  Score: Raw -45037321.771410 + Penalty 4167.381167 = -45033154.390243
  nChanged 23
		SP:Iteration 14Q (70990.910000 sec): 3 clusters
  Score: Raw -45037346.320880 + Penalty 4167.381167 = -45033178.939713
  nChanged 16
		SP:Iteration 15Q (70992.410000 sec): 3 clusters
  Score: Raw -45037364.127420 + Penalty 4167.381167 = -45033196.746253
  nChanged 11
		SP:Iteration 16Q (70993.900000 sec): 3 clusters
  Score: Raw -45037378.174172 + Penalty 4167.381167 = -45033210.793005
  nChanged 8
		SP:Iteration 17Q (70995.430000 sec): 3 clusters
  Score: Raw -45037390.932344 + Penalty 4167.381167 = -45033223.551178
  nChanged 9
		SP:Iteration 18Q (70997.020000 sec): 3 clusters
  Score: Raw -45037399.286700 + Penalty 4167.381167 = -45033231.905533
  nChanged 6
		SP:Iteration 19Q (70998.620000 sec): 3 clusters
  Score: Raw -45037404.789980 + Penalty 4167.381167 = -45033237.408813
  nChanged 6
		SP:Iteration 20F (71000.220000 sec): 3 clusters
  Score: Raw -45037413.284759 + Penalty 4167.381167 = -45033245.903592
  nChanged 4
		SP:Iteration 21Q (71001.650000 sec): 3 clusters
  Score: Raw -45037419.560955 + Penalty 4167.381167 = -45033252.179788
  nChanged 4
		SP:Iteration 22Q (71003.170000 sec): 3 clusters
  Score: Raw -45037424.066931 + Penalty 4167.381167 = -45033256.685764
  nChanged 2
		SP:Iteration 23Q (71004.720000 sec): 3 clusters
  Score: Raw -45037425.710344 + Penalty 4167.381167 = -45033258.329177
  nChanged 1
		SP:Iteration 24Q (71006.230000 sec): 3 clusters
  Score: Raw -45037426.344098 + Penalty 4167.381167 = -45033258.962931
  nChanged 0
		SP:Iteration 25F (71007.880000 sec): 3 clusters
  Score: Raw -45037426.344098 + Penalty 4167.381167 = -45033258.962931
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (23144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71008.230000 sec): 2 clusters
  Score: Raw -2654839.194769 + Penalty 1633.042263 = -2653206.152506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71008.520000 sec): 3 clusters
  Score: Raw -2640646.298314 + Penalty 3266.084525 = -2637380.213789
  nChanged 10618
		SP:Iteration 1F (71008.810000 sec): 3 clusters
  Score: Raw -2646983.002195 + Penalty 3266.084525 = -2643716.917669
  nChanged 1438
		SP:Iteration 2F (71009.180000 sec): 3 clusters
  Score: Raw -2647695.543618 + Penalty 3266.084525 = -2644429.459093
  nChanged 1434
		SP:Iteration 3F (71009.470000 sec): 3 clusters
  Score: Raw -2648437.164562 + Penalty 3266.084525 = -2645171.080036
  nChanged 1378
		SP:Iteration 4F (71009.820000 sec): 3 clusters
  Score: Raw -2649164.915145 + Penalty 3266.084525 = -2645898.830619
  nChanged 1285
		SP:Iteration 5F (71010.120000 sec): 3 clusters
  Score: Raw -2649803.720250 + Penalty 3266.084525 = -2646537.635724
  nChanged 1113
		SP:Iteration 6Q (71010.430000 sec): 3 clusters
  Score: Raw -2650328.591233 + Penalty 3266.084525 = -2647062.506708
  nChanged 945
		SP:Iteration 7Q (71010.770000 sec): 3 clusters
  Score: Raw -2650791.728719 + Penalty 3266.084525 = -2647525.644194
  nChanged 875
		SP:Iteration 8Q (71011.110000 sec): 3 clusters
  Score: Raw -2651273.829990 + Penalty 3266.084525 = -2648007.745465
  nChanged 813
		SP:Iteration 9Q (71011.450000 sec): 3 clusters
  Score: Raw -2651774.187388 + Penalty 3266.084525 = -2648508.102863
  nChanged 757
		SP:Iteration 10Q (71011.770000 sec): 3 clusters
  Score: Raw -2652268.175251 + Penalty 3266.084525 = -2649002.090726
  nChanged 737
		SP:Iteration 11Q (71012.070000 sec): 3 clusters
  Score: Raw -2652740.741774 + Penalty 3266.084525 = -2649474.657249
  nChanged 621
		SP:Iteration 12Q (71012.410000 sec): 3 clusters
  Score: Raw -2653084.524793 + Penalty 3266.084525 = -2649818.440267
  nChanged 491
		SP:Iteration 13Q (71012.790000 sec): 3 clusters
  Score: Raw -2653319.142729 + Penalty 3266.084525 = -2650053.058204
  nChanged 390
		SP:Iteration 14Q (71013.110000 sec): 3 clusters
  Score: Raw -2653488.265924 + Penalty 3266.084525 = -2650222.181399
  nChanged 340
		SP:Iteration 15Q (71013.430000 sec): 3 clusters
  Score: Raw -2653617.561976 + Penalty 3266.084525 = -2650351.477451
  nChanged 310
		SP:Iteration 16Q (71013.740000 sec): 3 clusters
  Score: Raw -2653729.449897 + Penalty 3266.084525 = -2650463.365372
  nChanged 294
		SP:Iteration 17Q (71014.070000 sec): 3 clusters
  Score: Raw -2653840.316333 + Penalty 3266.084525 = -2650574.231807
  nChanged 300
		SP:Iteration 18Q (71014.380000 sec): 3 clusters
  Score: Raw -2653961.795396 + Penalty 3266.084525 = -2650695.710871
  nChanged 308
		SP:Iteration 19Q (71014.730000 sec): 3 clusters
  Score: Raw -2654094.912574 + Penalty 3266.084525 = -2650828.828049
  nChanged 274
		SP:Iteration 20F (71015.030000 sec): 3 clusters
  Score: Raw -2654199.007903 + Penalty 3266.084525 = -2650932.923378
  nChanged 239
		SP:Iteration 21Q (71015.230000 sec): 3 clusters
  Score: Raw -2654283.644783 + Penalty 3266.084525 = -2651017.560257
  nChanged 243
		SP:Iteration 22Q (71015.560000 sec): 3 clusters
  Score: Raw -2654368.022038 + Penalty 3266.084525 = -2651101.937513
  nChanged 225
		SP:Iteration 23Q (71015.840000 sec): 3 clusters
  Score: Raw -2654441.678131 + Penalty 3266.084525 = -2651175.593606
  nChanged 203
		SP:Iteration 24Q (71016.130000 sec): 3 clusters
  Score: Raw -2654506.015452 + Penalty 3266.084525 = -2651239.930927
  nChanged 187
		SP:Iteration 25Q (71016.430000 sec): 3 clusters
  Score: Raw -2654569.195677 + Penalty 3266.084525 = -2651303.111152
  nChanged 175
		SP:Iteration 26Q (71016.690000 sec): 3 clusters
  Score: Raw -2654630.193914 + Penalty 3266.084525 = -2651364.109389
  nChanged 152
		SP:Iteration 27Q (71017.010000 sec): 3 clusters
  Score: Raw -2654682.612270 + Penalty 3266.084525 = -2651416.527745
  nChanged 153
		SP:Iteration 28Q (71017.340000 sec): 3 clusters
  Score: Raw -2654727.501798 + Penalty 3266.084525 = -2651461.417273
  nChanged 142
		SP:Iteration 29Q (71017.660000 sec): 3 clusters
  Score: Raw -2654776.325330 + Penalty 3266.084525 = -2651510.240805
  nChanged 137
		SP:Iteration 30Q (71018.000000 sec): 3 clusters
  Score: Raw -2654832.207343 + Penalty 3266.084525 = -2651566.122818
  nChanged 132
		SP:Iteration 31Q (71018.280000 sec): 3 clusters
  Score: Raw -2654889.753700 + Penalty 3266.084525 = -2651623.669175
  nChanged 124
		SP:Iteration 32Q (71018.610000 sec): 3 clusters
  Score: Raw -2654944.618646 + Penalty 3266.084525 = -2651678.534121
  nChanged 120
		SP:Iteration 33Q (71018.880000 sec): 3 clusters
  Score: Raw -2654993.403463 + Penalty 3266.084525 = -2651727.318938
  nChanged 100
		SP:Iteration 34Q (71019.180000 sec): 3 clusters
  Score: Raw -2655029.690615 + Penalty 3266.084525 = -2651763.606090
  nChanged 81
		SP:Iteration 35Q (71019.500000 sec): 3 clusters
  Score: Raw -2655060.766989 + Penalty 3266.084525 = -2651794.682464
  nChanged 78
		SP:Iteration 36Q (71019.840000 sec): 3 clusters
  Score: Raw -2655088.914620 + Penalty 3266.084525 = -2651822.830095
  nChanged 77
		SP:Iteration 37Q (71020.090000 sec): 3 clusters
  Score: Raw -2655114.948484 + Penalty 3266.084525 = -2651848.863959
  nChanged 76
		SP:Iteration 38Q (71020.400000 sec): 3 clusters
  Score: Raw -2655142.830788 + Penalty 3266.084525 = -2651876.746262
  nChanged 70
		SP:Iteration 39Q (71020.660000 sec): 3 clusters
  Score: Raw -2655165.333858 + Penalty 3266.084525 = -2651899.249333
  nChanged 62
		SP:Iteration 40F (71020.920000 sec): 3 clusters
  Score: Raw -2655193.620727 + Penalty 3266.084525 = -2651927.536202
  nChanged 71
		SP:Iteration 41Q (71021.180000 sec): 3 clusters
  Score: Raw -2655221.311898 + Penalty 3266.084525 = -2651955.227373
  nChanged 59
		SP:Iteration 42Q (71021.460000 sec): 3 clusters
  Score: Raw -2655243.450342 + Penalty 3266.084525 = -2651977.365817
  nChanged 52
		SP:Iteration 43Q (71021.740000 sec): 3 clusters
  Score: Raw -2655260.958694 + Penalty 3266.084525 = -2651994.874168
  nChanged 45
		SP:Iteration 44Q (71022.020000 sec): 3 clusters
  Score: Raw -2655276.290500 + Penalty 3266.084525 = -2652010.205975
  nChanged 46
		SP:Iteration 45Q (71022.300000 sec): 3 clusters
  Score: Raw -2655293.945715 + Penalty 3266.084525 = -2652027.861190
  nChanged 56
		SP:Iteration 46Q (71022.550000 sec): 3 clusters
  Score: Raw -2655314.950143 + Penalty 3266.084525 = -2652048.865618
  nChanged 37
		SP:Iteration 47Q (71022.870000 sec): 3 clusters
  Score: Raw -2655329.901349 + Penalty 3266.084525 = -2652063.816824
  nChanged 37
		SP:Iteration 48Q (71023.130000 sec): 3 clusters
  Score: Raw -2655343.272076 + Penalty 3266.084525 = -2652077.187550
  nChanged 34
		SP:Iteration 49Q (71023.420000 sec): 3 clusters
  Score: Raw -2655357.494223 + Penalty 3266.084525 = -2652091.409698
  nChanged 37
		SP:Iteration 50Q (71023.730000 sec): 3 clusters
  Score: Raw -2655373.464716 + Penalty 3266.084525 = -2652107.380191
  nChanged 43
		SP:Iteration 51Q (71023.980000 sec): 3 clusters
  Score: Raw -2655391.933109 + Penalty 3266.084525 = -2652125.848584
  nChanged 38
		SP:Iteration 52Q (71024.280000 sec): 3 clusters
  Score: Raw -2655409.472316 + Penalty 3266.084525 = -2652143.387791
  nChanged 33
		SP:Iteration 53Q (71024.560000 sec): 3 clusters
  Score: Raw -2655424.336987 + Penalty 3266.084525 = -2652158.252462
  nChanged 36
		SP:Iteration 54Q (71024.790000 sec): 3 clusters
  Score: Raw -2655441.550120 + Penalty 3266.084525 = -2652175.465595
  nChanged 37
		SP:Iteration 55Q (71025.100000 sec): 3 clusters
  Score: Raw -2655456.293758 + Penalty 3266.084525 = -2652190.209233
  nChanged 27
		SP:Iteration 56Q (71025.390000 sec): 3 clusters
  Score: Raw -2655465.592529 + Penalty 3266.084525 = -2652199.508004
  nChanged 23
		SP:Iteration 57Q (71025.720000 sec): 3 clusters
  Score: Raw -2655473.559853 + Penalty 3266.084525 = -2652207.475328
  nChanged 17
		SP:Iteration 58Q (71026.010000 sec): 3 clusters
  Score: Raw -2655481.089153 + Penalty 3266.084525 = -2652215.004628
  nChanged 23
		SP:Iteration 59Q (71026.340000 sec): 3 clusters
  Score: Raw -2655489.341532 + Penalty 3266.084525 = -2652223.257007
  nChanged 18
		SP:Iteration 60F (71026.630000 sec): 3 clusters
  Score: Raw -2655494.725288 + Penalty 3266.084525 = -2652228.640763
  nChanged 14
		SP:Iteration 61Q (71026.900000 sec): 3 clusters
  Score: Raw -2655499.106598 + Penalty 3266.084525 = -2652233.022072
  nChanged 10
		SP:Iteration 62Q (71027.280000 sec): 3 clusters
  Score: Raw -2655501.434412 + Penalty 3266.084525 = -2652235.349887
  nChanged 10
		SP:Iteration 63Q (71027.630000 sec): 3 clusters
  Score: Raw -2655504.145583 + Penalty 3266.084525 = -2652238.061058
  nChanged 5
		SP:Iteration 64Q (71027.880000 sec): 3 clusters
  Score: Raw -2655505.623455 + Penalty 3266.084525 = -2652239.538930
  nChanged 4
		SP:Iteration 65Q (71028.120000 sec): 3 clusters
  Score: Raw -2655506.263226 + Penalty 3266.084525 = -2652240.178700
  nChanged 0
		SP:Iteration 66F (71028.440000 sec): 3 clusters
  Score: Raw -2655506.263226 + Penalty 3266.084525 = -2652240.178700
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (43331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71028.740000 sec): 2 clusters
  Score: Raw -5357541.138251 + Penalty 1734.951334 = -5355806.186917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71029.180000 sec): 3 clusters
  Score: Raw -5330183.080333 + Penalty 3469.902668 = -5326713.177665
  nChanged 20183
		SP:Iteration 1F (71029.580000 sec): 3 clusters
  Score: Raw -5341653.067595 + Penalty 3469.902668 = -5338183.164928
  nChanged 2027
		SP:Iteration 2Q (71030.050000 sec): 3 clusters
  Score: Raw -5342365.422004 + Penalty 3469.902668 = -5338895.519336
  nChanged 2205
		SP:Iteration 3F (71030.430000 sec): 3 clusters
  Score: Raw -5343308.508533 + Penalty 3469.902668 = -5339838.605865
  nChanged 2572
		SP:Iteration 4F (71030.840000 sec): 3 clusters
  Score: Raw -5344687.084686 + Penalty 3469.902668 = -5341217.182018
  nChanged 2943
		SP:Iteration 5F (71031.200000 sec): 3 clusters
  Score: Raw -5346466.311975 + Penalty 3469.902668 = -5342996.409308
  nChanged 2990
		SP:Iteration 6F (71031.630000 sec): 3 clusters
  Score: Raw -5348377.043256 + Penalty 3469.902668 = -5344907.140588
  nChanged 2818
		SP:Iteration 7F (71032.080000 sec): 3 clusters
  Score: Raw -5350201.553988 + Penalty 3469.902668 = -5346731.651321
  nChanged 2402
		SP:Iteration 8F (71032.500000 sec): 3 clusters
  Score: Raw -5351821.275220 + Penalty 3469.902668 = -5348351.372553
  nChanged 2030
		SP:Iteration 9Q (71032.900000 sec): 3 clusters
  Score: Raw -5353271.837081 + Penalty 3469.902668 = -5349801.934414
  nChanged 1756
		SP:Iteration 10Q (71033.260000 sec): 3 clusters
  Score: Raw -5354590.989551 + Penalty 3469.902668 = -5351121.086884
  nChanged 1371
		SP:Iteration 11Q (71033.710000 sec): 3 clusters
  Score: Raw -5355602.039741 + Penalty 3469.902668 = -5352132.137073
  nChanged 1031
		SP:Iteration 12Q (71034.050000 sec): 3 clusters
  Score: Raw -5356374.609859 + Penalty 3469.902668 = -5352904.707191
  nChanged 760
		SP:Iteration 13Q (71034.490000 sec): 3 clusters
  Score: Raw -5356975.392479 + Penalty 3469.902668 = -5353505.489812
  nChanged 465
		SP:Iteration 14Q (71034.880000 sec): 3 clusters
  Score: Raw -5357327.625148 + Penalty 3469.902668 = -5353857.722480
  nChanged 254
		SP:Iteration 15Q (71035.300000 sec): 3 clusters
  Score: Raw -5357517.371544 + Penalty 3469.902668 = -5354047.468877
  nChanged 139
		SP:Iteration 16Q (71035.650000 sec): 3 clusters
  Score: Raw -5357628.475704 + Penalty 3469.902668 = -5354158.573036
  nChanged 98
		SP:Iteration 17Q (71036.000000 sec): 3 clusters
  Score: Raw -5357712.204470 + Penalty 3469.902668 = -5354242.301802
  nChanged 69
		SP:Iteration 18Q (71036.390000 sec): 3 clusters
  Score: Raw -5357770.485965 + Penalty 3469.902668 = -5354300.583297
  nChanged 48
		SP:Iteration 19Q (71036.790000 sec): 3 clusters
  Score: Raw -5357809.777000 + Penalty 3469.902668 = -5354339.874332
  nChanged 34
		SP:Iteration 20F (71037.140000 sec): 3 clusters
  Score: Raw -5357830.348631 + Penalty 3469.902668 = -5354360.445963
  nChanged 16
		SP:Iteration 21Q (71037.540000 sec): 3 clusters
  Score: Raw -5357839.451288 + Penalty 3469.902668 = -5354369.548620
  nChanged 15
		SP:Iteration 22Q (71037.950000 sec): 3 clusters
  Score: Raw -5357849.724039 + Penalty 3469.902668 = -5354379.821371
  nChanged 21
		SP:Iteration 23Q (71038.350000 sec): 3 clusters
  Score: Raw -5357865.615855 + Penalty 3469.902668 = -5354395.713187
  nChanged 13
		SP:Iteration 24Q (71038.740000 sec): 3 clusters
  Score: Raw -5357873.642637 + Penalty 3469.902668 = -5354403.739970
  nChanged 6
		SP:Iteration 25Q (71039.110000 sec): 3 clusters
  Score: Raw -5357878.029618 + Penalty 3469.902668 = -5354408.126950
  nChanged 8
		SP:Iteration 26Q (71039.500000 sec): 3 clusters
  Score: Raw -5357883.020442 + Penalty 3469.902668 = -5354413.117774
  nChanged 7
		SP:Iteration 27Q (71039.850000 sec): 3 clusters
  Score: Raw -5357887.562650 + Penalty 3469.902668 = -5354417.659982
  nChanged 2
		SP:Iteration 28Q (71040.320000 sec): 3 clusters
  Score: Raw -5357888.542235 + Penalty 3469.902668 = -5354418.639567
  nChanged 0
		SP:Iteration 29F (71040.720000 sec): 3 clusters
  Score: Raw -5357888.542235 + Penalty 3469.902668 = -5354418.639567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (8606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71040.900000 sec): 2 clusters
  Score: Raw -1044146.198468 + Penalty 1472.284923 = -1042673.913544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71041.160000 sec): 3 clusters
  Score: Raw -1039305.309074 + Penalty 2944.569847 = -1036360.739227
  nChanged 3686
		SP:Iteration 1F (71041.430000 sec): 3 clusters
  Score: Raw -1041233.153970 + Penalty 2944.569847 = -1038288.584123
  nChanged 608
		SP:Iteration 2F (71041.620000 sec): 3 clusters
  Score: Raw -1041542.238960 + Penalty 2944.569847 = -1038597.669113
  nChanged 512
		SP:Iteration 3F (71041.850000 sec): 3 clusters
  Score: Raw -1041814.876373 + Penalty 2944.569847 = -1038870.306527
  nChanged 484
		SP:Iteration 4F (71042.100000 sec): 3 clusters
  Score: Raw -1042087.116249 + Penalty 2944.569847 = -1039142.546402
  nChanged 462
		SP:Iteration 5F (71042.320000 sec): 3 clusters
  Score: Raw -1042344.426064 + Penalty 2944.569847 = -1039399.856217
  nChanged 420
		SP:Iteration 6Q (71042.540000 sec): 3 clusters
  Score: Raw -1042593.899572 + Penalty 2944.569847 = -1039649.329725
  nChanged 421
		SP:Iteration 7Q (71042.740000 sec): 3 clusters
  Score: Raw -1042849.000402 + Penalty 2944.569847 = -1039904.430555
  nChanged 406
		SP:Iteration 8Q (71042.980000 sec): 3 clusters
  Score: Raw -1043126.781539 + Penalty 2944.569847 = -1040182.211692
  nChanged 384
		SP:Iteration 9Q (71043.180000 sec): 3 clusters
  Score: Raw -1043391.204098 + Penalty 2944.569847 = -1040446.634251
  nChanged 332
		SP:Iteration 10Q (71043.460000 sec): 3 clusters
  Score: Raw -1043609.359411 + Penalty 2944.569847 = -1040664.789564
  nChanged 274
		SP:Iteration 11Q (71043.630000 sec): 3 clusters
  Score: Raw -1043796.064288 + Penalty 2944.569847 = -1040851.494441
  nChanged 204
		SP:Iteration 12Q (71043.900000 sec): 3 clusters
  Score: Raw -1043933.224473 + Penalty 2944.569847 = -1040988.654626
  nChanged 163
		SP:Iteration 13Q (71044.140000 sec): 3 clusters
  Score: Raw -1044047.092090 + Penalty 2944.569847 = -1041102.522243
  nChanged 131
		SP:Iteration 14Q (71044.360000 sec): 3 clusters
  Score: Raw -1044145.646920 + Penalty 2944.569847 = -1041201.077073
  nChanged 110
		SP:Iteration 15Q (71044.550000 sec): 3 clusters
  Score: Raw -1044224.425454 + Penalty 2944.569847 = -1041279.855608
  nChanged 77
		SP:Iteration 16Q (71044.760000 sec): 3 clusters
  Score: Raw -1044273.486327 + Penalty 2944.569847 = -1041328.916480
  nChanged 50
		SP:Iteration 17Q (71044.980000 sec): 3 clusters
  Score: Raw -1044307.531956 + Penalty 2944.569847 = -1041362.962109
  nChanged 47
		SP:Iteration 18Q (71045.180000 sec): 3 clusters
  Score: Raw -1044338.463978 + Penalty 2944.569847 = -1041393.894131
  nChanged 35
		SP:Iteration 19Q (71045.360000 sec): 3 clusters
  Score: Raw -1044362.344976 + Penalty 2944.569847 = -1041417.775130
  nChanged 34
		SP:Iteration 20F (71045.580000 sec): 3 clusters
  Score: Raw -1044384.549206 + Penalty 2944.569847 = -1041439.979359
  nChanged 19
		SP:Iteration 21Q (71045.810000 sec): 3 clusters
  Score: Raw -1044395.599930 + Penalty 2944.569847 = -1041451.030083
  nChanged 16
		SP:Iteration 22Q (71046.060000 sec): 3 clusters
  Score: Raw -1044405.759999 + Penalty 2944.569847 = -1041461.190152
  nChanged 14
		SP:Iteration 23Q (71046.340000 sec): 3 clusters
  Score: Raw -1044412.820146 + Penalty 2944.569847 = -1041468.250299
  nChanged 9
		SP:Iteration 24Q (71046.580000 sec): 3 clusters
  Score: Raw -1044416.215551 + Penalty 2944.569847 = -1041471.645704
  nChanged 6
		SP:Iteration 25Q (71046.880000 sec): 3 clusters
  Score: Raw -1044418.530505 + Penalty 2944.569847 = -1041473.960658
  nChanged 3
		SP:Iteration 26Q (71047.140000 sec): 3 clusters
  Score: Raw -1044419.551827 + Penalty 2944.569847 = -1041474.981980
  nChanged 1
		SP:Iteration 27Q (71047.400000 sec): 3 clusters
  Score: Raw -1044419.938909 + Penalty 2944.569847 = -1041475.369062
  nChanged 2
		SP:Iteration 28Q (71047.650000 sec): 3 clusters
  Score: Raw -1044420.452450 + Penalty 2944.569847 = -1041475.882603
  nChanged 0
		SP:Iteration 29F (71047.850000 sec): 3 clusters
  Score: Raw -1044420.452450 + Penalty 2944.569847 = -1041475.882603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (101421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71048.400000 sec): 2 clusters
  Score: Raw -12279160.929610 + Penalty 1873.143261 = -12277287.786349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71049.050000 sec): 3 clusters
  Score: Raw -12213291.833714 + Penalty 3746.286521 = -12209545.547193
  nChanged 48371
		SP:Iteration 1F (71049.760000 sec): 3 clusters
  Score: Raw -12240831.857693 + Penalty 3746.286521 = -12237085.571172
  nChanged 2980
		SP:Iteration 2Q (71050.470000 sec): 3 clusters
  Score: Raw -12241461.211283 + Penalty 3746.286521 = -12237714.924762
  nChanged 3114
		SP:Iteration 3Q (71051.150000 sec): 3 clusters
  Score: Raw -12242200.240878 + Penalty 3746.286521 = -12238453.954357
  nChanged 3237
		SP:Iteration 4Q (71051.890000 sec): 3 clusters
  Score: Raw -12243092.039797 + Penalty 3746.286521 = -12239345.753276
  nChanged 3599
		SP:Iteration 5Q (71052.640000 sec): 3 clusters
  Score: Raw -12244270.562300 + Penalty 3746.286521 = -12240524.275779
  nChanged 4105
		SP:Iteration 6Q (71053.270000 sec): 3 clusters
  Score: Raw -12245768.337473 + Penalty 3746.286521 = -12242022.050952
  nChanged 4524
		SP:Iteration 7Q (71053.890000 sec): 3 clusters
  Score: Raw -12247637.852166 + Penalty 3746.286521 = -12243891.565645
  nChanged 5030
		SP:Iteration 8Q (71054.580000 sec): 3 clusters
  Score: Raw -12250133.658589 + Penalty 3746.286521 = -12246387.372068
  nChanged 5555
		SP:Iteration 9F (71055.220000 sec): 3 clusters
  Score: Raw -12253438.590883 + Penalty 3746.286521 = -12249692.304362
  nChanged 5992
		SP:Iteration 10F (71055.880000 sec): 3 clusters
  Score: Raw -12257650.396564 + Penalty 3746.286521 = -12253904.110043
  nChanged 6064
		SP:Iteration 11F (71056.540000 sec): 3 clusters
  Score: Raw -12262188.851255 + Penalty 3746.286521 = -12258442.564734
  nChanged 5387
		SP:Iteration 12F (71057.170000 sec): 3 clusters
  Score: Raw -12265740.875372 + Penalty 3746.286521 = -12261994.588851
  nChanged 4093
		SP:Iteration 13Q (71057.880000 sec): 3 clusters
  Score: Raw -12267780.781831 + Penalty 3746.286521 = -12264034.495310
  nChanged 2773
		SP:Iteration 14Q (71058.580000 sec): 3 clusters
  Score: Raw -12268822.791697 + Penalty 3746.286521 = -12265076.505176
  nChanged 1989
		SP:Iteration 15Q (71059.190000 sec): 3 clusters
  Score: Raw -12269444.371833 + Penalty 3746.286521 = -12265698.085312
  nChanged 1551
		SP:Iteration 16Q (71059.940000 sec): 3 clusters
  Score: Raw -12269862.257005 + Penalty 3746.286521 = -12266115.970484
  nChanged 1254
		SP:Iteration 17Q (71060.540000 sec): 3 clusters
  Score: Raw -12270147.049058 + Penalty 3746.286521 = -12266400.762537
  nChanged 1058
		SP:Iteration 18Q (71061.190000 sec): 3 clusters
  Score: Raw -12270353.553482 + Penalty 3746.286521 = -12266607.266961
  nChanged 938
		SP:Iteration 19Q (71061.880000 sec): 3 clusters
  Score: Raw -12270518.800437 + Penalty 3746.286521 = -12266772.513916
  nChanged 882
		SP:Iteration 20F (71062.520000 sec): 3 clusters
  Score: Raw -12270658.551835 + Penalty 3746.286521 = -12266912.265314
  nChanged 737
		SP:Iteration 21Q (71063.170000 sec): 3 clusters
  Score: Raw -12270759.317239 + Penalty 3746.286521 = -12267013.030718
  nChanged 620
		SP:Iteration 22Q (71063.790000 sec): 3 clusters
  Score: Raw -12270832.426107 + Penalty 3746.286521 = -12267086.139586
  nChanged 544
		SP:Iteration 23Q (71064.460000 sec): 3 clusters
  Score: Raw -12270891.661568 + Penalty 3746.286521 = -12267145.375047
  nChanged 523
		SP:Iteration 24Q (71065.110000 sec): 3 clusters
  Score: Raw -12270945.698069 + Penalty 3746.286521 = -12267199.411548
  nChanged 492
		SP:Iteration 25Q (71065.770000 sec): 3 clusters
  Score: Raw -12270990.032886 + Penalty 3746.286521 = -12267243.746365
  nChanged 434
		SP:Iteration 26Q (71066.420000 sec): 3 clusters
  Score: Raw -12271027.958673 + Penalty 3746.286521 = -12267281.672152
  nChanged 432
		SP:Iteration 27Q (71067.070000 sec): 3 clusters
  Score: Raw -12271063.102177 + Penalty 3746.286521 = -12267316.815656
  nChanged 411
		SP:Iteration 28Q (71067.730000 sec): 3 clusters
  Score: Raw -12271098.530263 + Penalty 3746.286521 = -12267352.243742
  nChanged 404
		SP:Iteration 29Q (71068.470000 sec): 3 clusters
  Score: Raw -12271134.088904 + Penalty 3746.286521 = -12267387.802383
  nChanged 396
		SP:Iteration 30Q (71069.090000 sec): 3 clusters
  Score: Raw -12271170.303129 + Penalty 3746.286521 = -12267424.016608
  nChanged 418
		SP:Iteration 31Q (71069.760000 sec): 3 clusters
  Score: Raw -12271207.446606 + Penalty 3746.286521 = -12267461.160085
  nChanged 447
		SP:Iteration 32Q (71070.450000 sec): 3 clusters
  Score: Raw -12271248.144693 + Penalty 3746.286521 = -12267501.858172
  nChanged 427
		SP:Iteration 33Q (71071.090000 sec): 3 clusters
  Score: Raw -12271286.510976 + Penalty 3746.286521 = -12267540.224455
  nChanged 403
		SP:Iteration 34Q (71071.750000 sec): 3 clusters
  Score: Raw -12271322.401103 + Penalty 3746.286521 = -12267576.114582
  nChanged 408
		SP:Iteration 35Q (71072.420000 sec): 3 clusters
  Score: Raw -12271355.546349 + Penalty 3746.286521 = -12267609.259828
  nChanged 392
		SP:Iteration 36Q (71073.030000 sec): 3 clusters
  Score: Raw -12271386.946703 + Penalty 3746.286521 = -12267640.660182
  nChanged 393
		SP:Iteration 37Q (71073.730000 sec): 3 clusters
  Score: Raw -12271417.337313 + Penalty 3746.286521 = -12267671.050792
  nChanged 363
		SP:Iteration 38Q (71074.360000 sec): 3 clusters
  Score: Raw -12271445.222866 + Penalty 3746.286521 = -12267698.936345
  nChanged 364
		SP:Iteration 39Q (71075.060000 sec): 3 clusters
  Score: Raw -12271475.237733 + Penalty 3746.286521 = -12267728.951212
  nChanged 408
		SP:Iteration 40F (71075.700000 sec): 3 clusters
  Score: Raw -12271510.101587 + Penalty 3746.286521 = -12267763.815066
  nChanged 431
		SP:Iteration 41Q (71076.320000 sec): 3 clusters
  Score: Raw -12271548.237426 + Penalty 3746.286521 = -12267801.950905
  nChanged 428
		SP:Iteration 42Q (71076.990000 sec): 3 clusters
  Score: Raw -12271587.628058 + Penalty 3746.286521 = -12267841.341537
  nChanged 435
		SP:Iteration 43Q (71077.610000 sec): 3 clusters
  Score: Raw -12271624.994044 + Penalty 3746.286521 = -12267878.707523
  nChanged 413
		SP:Iteration 44Q (71078.220000 sec): 3 clusters
  Score: Raw -12271660.134025 + Penalty 3746.286521 = -12267913.847504
  nChanged 438
		SP:Iteration 45Q (71078.810000 sec): 3 clusters
  Score: Raw -12271700.263010 + Penalty 3746.286521 = -12267953.976489
  nChanged 444
		SP:Iteration 46Q (71079.480000 sec): 3 clusters
  Score: Raw -12271741.365436 + Penalty 3746.286521 = -12267995.078915
  nChanged 465
		SP:Iteration 47Q (71080.100000 sec): 3 clusters
  Score: Raw -12271787.312715 + Penalty 3746.286521 = -12268041.026194
  nChanged 502
		SP:Iteration 48Q (71080.680000 sec): 3 clusters
  Score: Raw -12271840.849018 + Penalty 3746.286521 = -12268094.562497
  nChanged 521
		SP:Iteration 49Q (71081.280000 sec): 3 clusters
  Score: Raw -12271896.400090 + Penalty 3746.286521 = -12268150.113569
  nChanged 564
		SP:Iteration 50Q (71081.870000 sec): 3 clusters
  Score: Raw -12271960.251641 + Penalty 3746.286521 = -12268213.965120
  nChanged 577
		SP:Iteration 51Q (71082.470000 sec): 3 clusters
  Score: Raw -12272032.502657 + Penalty 3746.286521 = -12268286.216136
  nChanged 674
		SP:Iteration 52Q (71083.060000 sec): 3 clusters
  Score: Raw -12272122.548460 + Penalty 3746.286521 = -12268376.261939
  nChanged 738
		SP:Iteration 53Q (71083.720000 sec): 3 clusters
  Score: Raw -12272229.662371 + Penalty 3746.286521 = -12268483.375850
  nChanged 807
		SP:Iteration 54Q (71084.390000 sec): 3 clusters
  Score: Raw -12272355.852605 + Penalty 3746.286521 = -12268609.566084
  nChanged 795
		SP:Iteration 55Q (71085.020000 sec): 3 clusters
  Score: Raw -12272482.769593 + Penalty 3746.286521 = -12268736.483072
  nChanged 842
		SP:Iteration 56Q (71085.660000 sec): 3 clusters
  Score: Raw -12272632.347344 + Penalty 3746.286521 = -12268886.060823
  nChanged 921
		SP:Iteration 57Q (71086.280000 sec): 3 clusters
  Score: Raw -12272805.214141 + Penalty 3746.286521 = -12269058.927620
  nChanged 925
		SP:Iteration 58Q (71086.940000 sec): 3 clusters
  Score: Raw -12272984.352977 + Penalty 3746.286521 = -12269238.066456
  nChanged 980
		SP:Iteration 59Q (71087.610000 sec): 3 clusters
  Score: Raw -12273182.620127 + Penalty 3746.286521 = -12269436.333606
  nChanged 1085
		SP:Iteration 60F (71088.260000 sec): 3 clusters
  Score: Raw -12273419.181403 + Penalty 3746.286521 = -12269672.894882
  nChanged 1123
		SP:Iteration 61Q (71088.860000 sec): 3 clusters
  Score: Raw -12273678.707636 + Penalty 3746.286521 = -12269932.421115
  nChanged 1137
		SP:Iteration 62Q (71089.540000 sec): 3 clusters
  Score: Raw -12273955.971955 + Penalty 3746.286521 = -12270209.685434
  nChanged 1177
		SP:Iteration 63Q (71090.160000 sec): 3 clusters
  Score: Raw -12274254.394514 + Penalty 3746.286521 = -12270508.107993
  nChanged 1144
		SP:Iteration 64Q (71090.760000 sec): 3 clusters
  Score: Raw -12274549.987020 + Penalty 3746.286521 = -12270803.700499
  nChanged 1152
		SP:Iteration 65Q (71091.390000 sec): 3 clusters
  Score: Raw -12274868.933773 + Penalty 3746.286521 = -12271122.647252
  nChanged 1224
		SP:Iteration 66Q (71092.000000 sec): 3 clusters
  Score: Raw -12275229.871497 + Penalty 3746.286521 = -12271483.584976
  nChanged 1167
		SP:Iteration 67Q (71092.630000 sec): 3 clusters
  Score: Raw -12275584.977347 + Penalty 3746.286521 = -12271838.690826
  nChanged 1156
		SP:Iteration 68Q (71093.210000 sec): 3 clusters
  Score: Raw -12275971.698640 + Penalty 3746.286521 = -12272225.412119
  nChanged 1205
		SP:Iteration 69Q (71093.780000 sec): 3 clusters
  Score: Raw -12276394.700975 + Penalty 3746.286521 = -12272648.414454
  nChanged 1141
		SP:Iteration 70Q (71094.450000 sec): 3 clusters
  Score: Raw -12276809.823564 + Penalty 3746.286521 = -12273063.537043
  nChanged 1093
		SP:Iteration 71Q (71095.090000 sec): 3 clusters
  Score: Raw -12277213.355465 + Penalty 3746.286521 = -12273467.068944
  nChanged 1036
		SP:Iteration 72Q (71095.730000 sec): 3 clusters
  Score: Raw -12277615.180982 + Penalty 3746.286521 = -12273868.894461
  nChanged 980
		SP:Iteration 73Q (71096.350000 sec): 3 clusters
  Score: Raw -12277991.444945 + Penalty 3746.286521 = -12274245.158424
  nChanged 843
		SP:Iteration 74Q (71096.940000 sec): 3 clusters
  Score: Raw -12278306.323621 + Penalty 3746.286521 = -12274560.037100
  nChanged 787
		SP:Iteration 75Q (71097.600000 sec): 3 clusters
  Score: Raw -12278591.618808 + Penalty 3746.286521 = -12274845.332287
  nChanged 707
		SP:Iteration 76Q (71098.220000 sec): 3 clusters
  Score: Raw -12278843.565106 + Penalty 3746.286521 = -12275097.278585
  nChanged 640
		SP:Iteration 77Q (71098.880000 sec): 3 clusters
  Score: Raw -12279081.087195 + Penalty 3746.286521 = -12275334.800674
  nChanged 560
		SP:Iteration 78Q (71099.520000 sec): 3 clusters
  Score: Raw -12279283.112343 + Penalty 3746.286521 = -12275536.825822
  nChanged 506
		SP:Iteration 79Q (71100.140000 sec): 3 clusters
  Score: Raw -12279464.330580 + Penalty 3746.286521 = -12275718.044059
  nChanged 434
		SP:Iteration 80F (71100.880000 sec): 3 clusters
  Score: Raw -12279613.769941 + Penalty 3746.286521 = -12275867.483420
  nChanged 352
		SP:Iteration 81Q (71101.480000 sec): 3 clusters
  Score: Raw -12279723.425312 + Penalty 3746.286521 = -12275977.138791
  nChanged 311
		SP:Iteration 82Q (71102.080000 sec): 3 clusters
  Score: Raw -12279819.906876 + Penalty 3746.286521 = -12276073.620355
  nChanged 247
		SP:Iteration 83Q (71102.690000 sec): 3 clusters
  Score: Raw -12279894.866917 + Penalty 3746.286521 = -12276148.580396
  nChanged 192
		SP:Iteration 84Q (71103.320000 sec): 3 clusters
  Score: Raw -12279943.526503 + Penalty 3746.286521 = -12276197.239982
  nChanged 144
		SP:Iteration 85Q (71103.900000 sec): 3 clusters
  Score: Raw -12279977.752819 + Penalty 3746.286521 = -12276231.466298
  nChanged 127
		SP:Iteration 86Q (71104.520000 sec): 3 clusters
  Score: Raw -12280009.284966 + Penalty 3746.286521 = -12276262.998445
  nChanged 122
		SP:Iteration 87Q (71105.090000 sec): 3 clusters
  Score: Raw -12280036.988989 + Penalty 3746.286521 = -12276290.702468
  nChanged 105
		SP:Iteration 88Q (71105.640000 sec): 3 clusters
  Score: Raw -12280057.926470 + Penalty 3746.286521 = -12276311.639949
  nChanged 85
		SP:Iteration 89Q (71106.180000 sec): 3 clusters
  Score: Raw -12280074.666500 + Penalty 3746.286521 = -12276328.379979
  nChanged 69
		SP:Iteration 90Q (71106.730000 sec): 3 clusters
  Score: Raw -12280086.825092 + Penalty 3746.286521 = -12276340.538571
  nChanged 52
		SP:Iteration 91Q (71107.270000 sec): 3 clusters
  Score: Raw -12280098.071804 + Penalty 3746.286521 = -12276351.785283
  nChanged 49
		SP:Iteration 92Q (71107.860000 sec): 3 clusters
  Score: Raw -12280107.737477 + Penalty 3746.286521 = -12276361.450956
  nChanged 39
		SP:Iteration 93Q (71108.440000 sec): 3 clusters
  Score: Raw -12280115.266422 + Penalty 3746.286521 = -12276368.979901
  nChanged 40
		SP:Iteration 94Q (71109.010000 sec): 3 clusters
  Score: Raw -12280121.437551 + Penalty 3746.286521 = -12276375.151030
  nChanged 40
		SP:Iteration 95Q (71109.550000 sec): 3 clusters
  Score: Raw -12280128.157464 + Penalty 3746.286521 = -12276381.870943
  nChanged 27
		SP:Iteration 96Q (71110.160000 sec): 3 clusters
  Score: Raw -12280132.604653 + Penalty 3746.286521 = -12276386.318132
  nChanged 29
		SP:Iteration 97Q (71110.730000 sec): 3 clusters
  Score: Raw -12280137.023417 + Penalty 3746.286521 = -12276390.736896
  nChanged 30
		SP:Iteration 98Q (71111.280000 sec): 3 clusters
  Score: Raw -12280143.070286 + Penalty 3746.286521 = -12276396.783765
  nChanged 27
		SP:Iteration 99Q (71111.880000 sec): 3 clusters
  Score: Raw -12280148.409482 + Penalty 3746.286521 = -12276402.122961
  nChanged 27
		SP:Iteration 100F (71112.490000 sec): 3 clusters
  Score: Raw -12280152.278594 + Penalty 3746.286521 = -12276405.992073
  nChanged 22
		SP:Iteration 101Q (71113.070000 sec): 3 clusters
  Score: Raw -12280155.760439 + Penalty 3746.286521 = -12276409.473918
  nChanged 16
		SP:Iteration 102Q (71113.640000 sec): 3 clusters
  Score: Raw -12280158.286391 + Penalty 3746.286521 = -12276411.999870
  nChanged 14
		SP:Iteration 103Q (71114.180000 sec): 3 clusters
  Score: Raw -12280160.102619 + Penalty 3746.286521 = -12276413.816097
  nChanged 7
		SP:Iteration 104Q (71114.780000 sec): 3 clusters
  Score: Raw -12280160.896371 + Penalty 3746.286521 = -12276414.609850
  nChanged 5
		SP:Iteration 105Q (71115.330000 sec): 3 clusters
  Score: Raw -12280161.717126 + Penalty 3746.286521 = -12276415.430605
  nChanged 7
		SP:Iteration 106Q (71115.920000 sec): 3 clusters
  Score: Raw -12280162.735047 + Penalty 3746.286521 = -12276416.448526
  nChanged 6
		SP:Iteration 107Q (71116.560000 sec): 3 clusters
  Score: Raw -12280163.432367 + Penalty 3746.286521 = -12276417.145846
  nChanged 6
		SP:Iteration 108Q (71117.210000 sec): 3 clusters
  Score: Raw -12280164.119133 + Penalty 3746.286521 = -12276417.832612
  nChanged 5
		SP:Iteration 109Q (71117.830000 sec): 3 clusters
  Score: Raw -12280164.824383 + Penalty 3746.286521 = -12276418.537862
  nChanged 7
		SP:Iteration 110Q (71118.390000 sec): 3 clusters
  Score: Raw -12280165.699408 + Penalty 3746.286521 = -12276419.412887
  nChanged 5
		SP:Iteration 111Q (71118.960000 sec): 3 clusters
  Score: Raw -12280166.416018 + Penalty 3746.286521 = -12276420.129497
  nChanged 6
		SP:Iteration 112Q (71119.560000 sec): 3 clusters
  Score: Raw -12280167.282615 + Penalty 3746.286521 = -12276420.996094
  nChanged 6
		SP:Iteration 113Q (71120.200000 sec): 3 clusters
  Score: Raw -12280168.252307 + Penalty 3746.286521 = -12276421.965786
  nChanged 7
		SP:Iteration 114Q (71120.840000 sec): 3 clusters
  Score: Raw -12280169.292435 + Penalty 3746.286521 = -12276423.005914
  nChanged 9
		SP:Iteration 115Q (71121.450000 sec): 3 clusters
  Score: Raw -12280170.557188 + Penalty 3746.286521 = -12276424.270667
  nChanged 13
		SP:Iteration 116Q (71122.130000 sec): 3 clusters
  Score: Raw -12280172.399427 + Penalty 3746.286521 = -12276426.112906
  nChanged 7
		SP:Iteration 117Q (71122.720000 sec): 3 clusters
  Score: Raw -12280173.209407 + Penalty 3746.286521 = -12276426.922886
  nChanged 6
		SP:Iteration 118Q (71123.290000 sec): 3 clusters
  Score: Raw -12280173.835697 + Penalty 3746.286521 = -12276427.549176
  nChanged 7
		SP:Iteration 119Q (71123.890000 sec): 3 clusters
  Score: Raw -12280175.011048 + Penalty 3746.286521 = -12276428.724527
  nChanged 4
		SP:Iteration 120F (71124.530000 sec): 3 clusters
  Score: Raw -12280175.569228 + Penalty 3746.286521 = -12276429.282707
  nChanged 4
		SP:Iteration 121Q (71125.130000 sec): 3 clusters
  Score: Raw -12280175.920185 + Penalty 3746.286521 = -12276429.633664
  nChanged 2
		SP:Iteration 122Q (71125.700000 sec): 3 clusters
  Score: Raw -12280176.152360 + Penalty 3746.286521 = -12276429.865839
  nChanged 0
		SP:Iteration 123F (71126.320000 sec): 3 clusters
  Score: Raw -12280176.152360 + Penalty 3746.286521 = -12276429.865839
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71126.480000 sec): 2 clusters
  Score: Raw -26106.936051 + Penalty 920.794337 = -25186.141715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71126.660000 sec): 3 clusters
  Score: Raw -26249.365069 + Penalty 1841.588674 = -24407.776396
  nChanged 64
		SP:Iteration 1F (71126.880000 sec): 3 clusters
  Score: Raw -26438.890851 + Penalty 1841.588674 = -24597.302178
  nChanged 24
		SP:Iteration 2F (71127.070000 sec): 3 clusters
  Score: Raw -26527.584981 + Penalty 1841.588674 = -24685.996307
  nChanged 20
		SP:Iteration 3F (71127.250000 sec): 3 clusters
  Score: Raw -26634.877856 + Penalty 1841.588674 = -24793.289183
  nChanged 13
		SP:Iteration 4Q (71127.500000 sec): 3 clusters
  Score: Raw -26746.264659 + Penalty 1841.588674 = -24904.675986
  nChanged 11
		SP:Iteration 5Q (71127.690000 sec): 3 clusters
  Score: Raw -26816.049866 + Penalty 1841.588674 = -24974.461193
  nChanged 8
		SP:Iteration 6Q (71127.860000 sec): 3 clusters
  Score: Raw -26895.165058 + Penalty 1841.588674 = -25053.576385
  nChanged 7
		SP:Iteration 7Q (71128.050000 sec): 3 clusters
  Score: Raw -26976.501747 + Penalty 1841.588674 = -25134.913073
  nChanged 6
		SP:Iteration 8Q (71128.260000 sec): 3 clusters
  Score: Raw -27021.946923 + Penalty 1841.588674 = -25180.358249
  nChanged 6
		SP:Iteration 9Q (71128.450000 sec): 3 clusters
  Score: Raw -27056.069733 + Penalty 1841.588674 = -25214.481060
  nChanged 2
		SP:Iteration 10Q (71128.620000 sec): 3 clusters
  Score: Raw -27063.153894 + Penalty 1841.588674 = -25221.565220
  nChanged 1
		SP:Iteration 11Q (71128.790000 sec): 3 clusters
  Score: Raw -27075.822617 + Penalty 1841.588674 = -25234.233943
  nChanged 1
		SP:Iteration 12Q (71129.010000 sec): 3 clusters
  Score: Raw -27080.460307 + Penalty 1841.588674 = -25238.871634
  nChanged 1
		SP:Iteration 13Q (71129.210000 sec): 3 clusters
  Score: Raw -27086.709115 + Penalty 1841.588674 = -25245.120442
  nChanged 1
		SP:Iteration 14Q (71129.430000 sec): 3 clusters
  Score: Raw -27091.544415 + Penalty 1841.588674 = -25249.955742
  nChanged 0
		SP:Iteration 15F (71129.630000 sec): 3 clusters
  Score: Raw -27091.544415 + Penalty 1841.588674 = -25249.955742
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71129.790000 sec): 2 clusters
  Score: Raw -709449.606480 + Penalty 1409.139801 = -708040.466679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71130.030000 sec): 3 clusters
  Score: Raw -706295.635193 + Penalty 2818.279602 = -703477.355591
  nChanged 2426
		SP:Iteration 1F (71130.280000 sec): 3 clusters
  Score: Raw -707810.942772 + Penalty 2818.279602 = -704992.663170
  nChanged 527
		SP:Iteration 2F (71130.530000 sec): 3 clusters
  Score: Raw -708216.415485 + Penalty 2818.279602 = -705398.135883
  nChanged 460
		SP:Iteration 3F (71130.740000 sec): 3 clusters
  Score: Raw -708539.553305 + Penalty 2818.279602 = -705721.273703
  nChanged 371
		SP:Iteration 4F (71130.950000 sec): 3 clusters
  Score: Raw -708826.237689 + Penalty 2818.279602 = -706007.958087
  nChanged 322
		SP:Iteration 5F (71131.160000 sec): 3 clusters
  Score: Raw -709053.530056 + Penalty 2818.279602 = -706235.250454
  nChanged 246
		SP:Iteration 6Q (71131.370000 sec): 3 clusters
  Score: Raw -709204.664558 + Penalty 2818.279602 = -706386.384956
  nChanged 188
		SP:Iteration 7Q (71131.580000 sec): 3 clusters
  Score: Raw -709309.275086 + Penalty 2818.279602 = -706490.995484
  nChanged 146
		SP:Iteration 8Q (71131.780000 sec): 3 clusters
  Score: Raw -709386.272180 + Penalty 2818.279602 = -706567.992578
  nChanged 115
		SP:Iteration 9Q (71132.020000 sec): 3 clusters
  Score: Raw -709440.295775 + Penalty 2818.279602 = -706622.016173
  nChanged 87
		SP:Iteration 10Q (71132.230000 sec): 3 clusters
  Score: Raw -709476.269988 + Penalty 2818.279602 = -706657.990386
  nChanged 62
		SP:Iteration 11Q (71132.420000 sec): 3 clusters
  Score: Raw -709498.087869 + Penalty 2818.279602 = -706679.808267
  nChanged 51
		SP:Iteration 12Q (71132.640000 sec): 3 clusters
  Score: Raw -709517.867343 + Penalty 2818.279602 = -706699.587741
  nChanged 50
		SP:Iteration 13Q (71132.860000 sec): 3 clusters
  Score: Raw -709540.068295 + Penalty 2818.279602 = -706721.788693
  nChanged 59
		SP:Iteration 14Q (71133.100000 sec): 3 clusters
  Score: Raw -709558.375756 + Penalty 2818.279602 = -706740.096154
  nChanged 36
		SP:Iteration 15Q (71133.260000 sec): 3 clusters
  Score: Raw -709570.705656 + Penalty 2818.279602 = -706752.426054
  nChanged 29
		SP:Iteration 16Q (71133.480000 sec): 3 clusters
  Score: Raw -709580.937995 + Penalty 2818.279602 = -706762.658393
  nChanged 26
		SP:Iteration 17Q (71133.670000 sec): 3 clusters
  Score: Raw -709588.659557 + Penalty 2818.279602 = -706770.379955
  nChanged 26
		SP:Iteration 18Q (71133.880000 sec): 3 clusters
  Score: Raw -709596.972595 + Penalty 2818.279602 = -706778.692993
  nChanged 17
		SP:Iteration 19Q (71134.090000 sec): 3 clusters
  Score: Raw -709602.313052 + Penalty 2818.279602 = -706784.033450
  nChanged 19
		SP:Iteration 20F (71134.330000 sec): 3 clusters
  Score: Raw -709606.683239 + Penalty 2818.279602 = -706788.403637
  nChanged 16
		SP:Iteration 21Q (71134.530000 sec): 3 clusters
  Score: Raw -709610.895829 + Penalty 2818.279602 = -706792.616227
  nChanged 12
		SP:Iteration 22Q (71134.740000 sec): 3 clusters
  Score: Raw -709613.152373 + Penalty 2818.279602 = -706794.872771
  nChanged 8
		SP:Iteration 23Q (71134.950000 sec): 3 clusters
  Score: Raw -709614.731947 + Penalty 2818.279602 = -706796.452345
  nChanged 4
		SP:Iteration 24Q (71135.120000 sec): 3 clusters
  Score: Raw -709615.729807 + Penalty 2818.279602 = -706797.450205
  nChanged 4
		SP:Iteration 25Q (71135.330000 sec): 3 clusters
  Score: Raw -709617.849014 + Penalty 2818.279602 = -706799.569412
  nChanged 9
		SP:Iteration 26Q (71135.570000 sec): 3 clusters
  Score: Raw -709620.358533 + Penalty 2818.279602 = -706802.078931
  nChanged 7
		SP:Iteration 27Q (71135.740000 sec): 3 clusters
  Score: Raw -709621.963488 + Penalty 2818.279602 = -706803.683886
  nChanged 6
		SP:Iteration 28Q (71135.920000 sec): 3 clusters
  Score: Raw -709623.489395 + Penalty 2818.279602 = -706805.209793
  nChanged 3
		SP:Iteration 29Q (71136.130000 sec): 3 clusters
  Score: Raw -709623.969703 + Penalty 2818.279602 = -706805.690101
  nChanged 1
		SP:Iteration 30Q (71136.310000 sec): 3 clusters
  Score: Raw -709624.173172 + Penalty 2818.279602 = -706805.893570
  nChanged 0
		SP:Iteration 31F (71136.530000 sec): 3 clusters
  Score: Raw -709624.173172 + Penalty 2818.279602 = -706805.893570
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (4360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71136.650000 sec): 2 clusters
  Score: Raw -472257.492677 + Penalty 1361.786942 = -470895.705735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71136.860000 sec): 3 clusters
  Score: Raw -470044.230258 + Penalty 2723.573884 = -467320.656374
  nChanged 1751
		SP:Iteration 1F (71137.060000 sec): 3 clusters
  Score: Raw -471230.652555 + Penalty 2723.573884 = -468507.078671
  nChanged 408
		SP:Iteration 2F (71137.270000 sec): 3 clusters
  Score: Raw -471637.644567 + Penalty 2723.573884 = -468914.070683
  nChanged 363
		SP:Iteration 3F (71137.520000 sec): 3 clusters
  Score: Raw -472069.707719 + Penalty 2723.573884 = -469346.133834
  nChanged 319
		SP:Iteration 4F (71137.730000 sec): 3 clusters
  Score: Raw -472448.074808 + Penalty 2723.573884 = -469724.500924
  nChanged 270
		SP:Iteration 5F (71137.970000 sec): 3 clusters
  Score: Raw -472740.291801 + Penalty 2723.573884 = -470016.717916
  nChanged 212
		SP:Iteration 6Q (71138.140000 sec): 3 clusters
  Score: Raw -472928.069942 + Penalty 2723.573884 = -470204.496058
  nChanged 130
		SP:Iteration 7Q (71138.360000 sec): 3 clusters
  Score: Raw -472996.743644 + Penalty 2723.573884 = -470273.169759
  nChanged 85
		SP:Iteration 8Q (71138.520000 sec): 3 clusters
  Score: Raw -473041.200403 + Penalty 2723.573884 = -470317.626518
  nChanged 62
		SP:Iteration 9Q (71138.760000 sec): 3 clusters
  Score: Raw -473076.503563 + Penalty 2723.573884 = -470352.929678
  nChanged 59
		SP:Iteration 10Q (71138.950000 sec): 3 clusters
  Score: Raw -473112.267341 + Penalty 2723.573884 = -470388.693457
  nChanged 63
		SP:Iteration 11Q (71139.120000 sec): 3 clusters
  Score: Raw -473154.235908 + Penalty 2723.573884 = -470430.662024
  nChanged 58
		SP:Iteration 12Q (71139.360000 sec): 3 clusters
  Score: Raw -473186.103789 + Penalty 2723.573884 = -470462.529905
  nChanged 39
		SP:Iteration 13Q (71139.510000 sec): 3 clusters
  Score: Raw -473200.333670 + Penalty 2723.573884 = -470476.759785
  nChanged 23
		SP:Iteration 14Q (71139.740000 sec): 3 clusters
  Score: Raw -473205.880104 + Penalty 2723.573884 = -470482.306220
  nChanged 23
		SP:Iteration 15Q (71139.920000 sec): 3 clusters
  Score: Raw -473213.278841 + Penalty 2723.573884 = -470489.704956
  nChanged 12
		SP:Iteration 16Q (71140.060000 sec): 3 clusters
  Score: Raw -473215.636113 + Penalty 2723.573884 = -470492.062228
  nChanged 8
		SP:Iteration 17Q (71140.260000 sec): 3 clusters
  Score: Raw -473217.929978 + Penalty 2723.573884 = -470494.356093
  nChanged 8
		SP:Iteration 18Q (71140.440000 sec): 3 clusters
  Score: Raw -473219.129527 + Penalty 2723.573884 = -470495.555643
  nChanged 2
		SP:Iteration 19Q (71140.600000 sec): 3 clusters
  Score: Raw -473219.550364 + Penalty 2723.573884 = -470495.976480
  nChanged 6
		SP:Iteration 20F (71140.790000 sec): 3 clusters
  Score: Raw -473221.025444 + Penalty 2723.573884 = -470497.451560
  nChanged 4
		SP:Iteration 21Q (71140.990000 sec): 3 clusters
  Score: Raw -473221.992538 + Penalty 2723.573884 = -470498.418654
  nChanged 6
		SP:Iteration 22Q (71141.230000 sec): 3 clusters
  Score: Raw -473223.078817 + Penalty 2723.573884 = -470499.504933
  nChanged 3
		SP:Iteration 23Q (71141.430000 sec): 3 clusters
  Score: Raw -473223.953303 + Penalty 2723.573884 = -470500.379419
  nChanged 4
		SP:Iteration 24Q (71141.630000 sec): 3 clusters
  Score: Raw -473224.712724 + Penalty 2723.573884 = -470501.138839
  nChanged 2
		SP:Iteration 25Q (71141.840000 sec): 3 clusters
  Score: Raw -473225.005813 + Penalty 2723.573884 = -470501.431929
  nChanged 1
		SP:Iteration 26Q (71142.030000 sec): 3 clusters
  Score: Raw -473225.130318 + Penalty 2723.573884 = -470501.556434
  nChanged 2
		SP:Iteration 27Q (71142.240000 sec): 3 clusters
  Score: Raw -473225.509724 + Penalty 2723.573884 = -470501.935839
  nChanged 2
		SP:Iteration 28Q (71142.480000 sec): 3 clusters
  Score: Raw -473225.960983 + Penalty 2723.573884 = -470502.387099
  nChanged 2
		SP:Iteration 29Q (71142.690000 sec): 3 clusters
  Score: Raw -473226.172298 + Penalty 2723.573884 = -470502.598414
  nChanged 1
		SP:Iteration 30Q (71142.900000 sec): 3 clusters
  Score: Raw -473226.568974 + Penalty 2723.573884 = -470502.995090
  nChanged 2
		SP:Iteration 31Q (71143.060000 sec): 3 clusters
  Score: Raw -473226.798437 + Penalty 2723.573884 = -470503.224553
  nChanged 1
		SP:Iteration 32Q (71143.260000 sec): 3 clusters
  Score: Raw -473227.234714 + Penalty 2723.573884 = -470503.660830
  nChanged 1
		SP:Iteration 33Q (71143.470000 sec): 3 clusters
  Score: Raw -473227.299875 + Penalty 2723.573884 = -470503.725991
  nChanged 0
		SP:Iteration 34F (71143.670000 sec): 3 clusters
  Score: Raw -473227.299875 + Penalty 2723.573884 = -470503.725991
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (1110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71143.800000 sec): 2 clusters
  Score: Raw -104760.899055 + Penalty 1139.468735 = -103621.430320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71143.980000 sec): 3 clusters
  Score: Raw -104602.275658 + Penalty 2278.937471 = -102323.338187
  nChanged 397
		SP:Iteration 1F (71144.190000 sec): 3 clusters
  Score: Raw -105329.595420 + Penalty 2278.937471 = -103050.657950
  nChanged 206
		SP:Iteration 2F (71144.350000 sec): 3 clusters
  Score: Raw -106372.949479 + Penalty 2278.937471 = -104094.012008
  nChanged 154
		SP:Iteration 3F (71144.540000 sec): 3 clusters
  Score: Raw -107917.795253 + Penalty 2278.937471 = -105638.857782
  nChanged 98
		SP:Iteration 4F (71144.740000 sec): 3 clusters
  Score: Raw -108606.504417 + Penalty 2278.937471 = -106327.566946
  nChanged 35
		SP:Iteration 5Q (71144.900000 sec): 3 clusters
  Score: Raw -108674.649146 + Penalty 2278.937471 = -106395.711676
  nChanged 10
		SP:Iteration 6Q (71145.160000 sec): 3 clusters
  Score: Raw -108688.630320 + Penalty 2278.937471 = -106409.692849
  nChanged 4
		SP:Iteration 7Q (71145.300000 sec): 3 clusters
  Score: Raw -108693.409139 + Penalty 2278.937471 = -106414.471668
  nChanged 2
		SP:Iteration 8Q (71145.500000 sec): 3 clusters
  Score: Raw -108696.621397 + Penalty 2278.937471 = -106417.683926
  nChanged 0
		SP:Iteration 9F (71145.700000 sec): 3 clusters
  Score: Raw -108696.621397 + Penalty 2278.937471 = -106417.683926
  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 14.12 GB.

 Trying to split cluster 38 (1182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71145.810000 sec): 2 clusters
  Score: Raw -131607.025549 + Penalty 1149.681520 = -130457.344029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71146.030000 sec): 3 clusters
  Score: Raw -131237.031684 + Penalty 2299.363039 = -128937.668645
  nChanged 379
		SP:Iteration 1F (71146.200000 sec): 3 clusters
  Score: Raw -131750.770719 + Penalty 2299.363039 = -129451.407680
  nChanged 133
		SP:Iteration 2F (71146.420000 sec): 3 clusters
  Score: Raw -132038.620619 + Penalty 2299.363039 = -129739.257580
  nChanged 85
		SP:Iteration 3F (71146.630000 sec): 3 clusters
  Score: Raw -132212.644177 + Penalty 2299.363039 = -129913.281137
  nChanged 72
		SP:Iteration 4F (71146.800000 sec): 3 clusters
  Score: Raw -132419.503200 + Penalty 2299.363039 = -130120.140161
  nChanged 64
		SP:Iteration 5F (71146.940000 sec): 3 clusters
  Score: Raw -132709.067182 + Penalty 2299.363039 = -130409.704143
  nChanged 38
		SP:Iteration 6Q (71147.090000 sec): 3 clusters
  Score: Raw -132796.071165 + Penalty 2299.363039 = -130496.708126
  nChanged 24
		SP:Iteration 7Q (71147.300000 sec): 3 clusters
  Score: Raw -132835.294043 + Penalty 2299.363039 = -130535.931003
  nChanged 21
		SP:Iteration 8Q (71147.480000 sec): 3 clusters
  Score: Raw -132855.837899 + Penalty 2299.363039 = -130556.474860
  nChanged 6
		SP:Iteration 9Q (71147.630000 sec): 3 clusters
  Score: Raw -132863.199145 + Penalty 2299.363039 = -130563.836106
  nChanged 7
		SP:Iteration 10Q (71147.840000 sec): 3 clusters
  Score: Raw -132869.705429 + Penalty 2299.363039 = -130570.342390
  nChanged 4
		SP:Iteration 11Q (71147.980000 sec): 3 clusters
  Score: Raw -132872.444148 + Penalty 2299.363039 = -130573.081108
  nChanged 1
		SP:Iteration 12Q (71148.100000 sec): 3 clusters
  Score: Raw -132873.012124 + Penalty 2299.363039 = -130573.649085
  nChanged 0
		SP:Iteration 13F (71148.280000 sec): 3 clusters
  Score: Raw -132873.012124 + Penalty 2299.363039 = -130573.649085
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (7436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71148.410000 sec): 2 clusters
  Score: Raw -862848.035931 + Penalty 1448.539357 = -861399.496574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71148.580000 sec): 3 clusters
  Score: Raw -858705.073767 + Penalty 2897.078713 = -855807.995054
  nChanged 3141
		SP:Iteration 1F (71148.760000 sec): 3 clusters
  Score: Raw -860508.362385 + Penalty 2897.078713 = -857611.283672
  nChanged 496
		SP:Iteration 2F (71148.960000 sec): 3 clusters
  Score: Raw -860755.242934 + Penalty 2897.078713 = -857858.164221
  nChanged 412
		SP:Iteration 3F (71149.180000 sec): 3 clusters
  Score: Raw -860972.310566 + Penalty 2897.078713 = -858075.231852
  nChanged 361
		SP:Iteration 4Q (71149.390000 sec): 3 clusters
  Score: Raw -861144.482549 + Penalty 2897.078713 = -858247.403835
  nChanged 336
		SP:Iteration 5Q (71149.570000 sec): 3 clusters
  Score: Raw -861298.299735 + Penalty 2897.078713 = -858401.221022
  nChanged 270
		SP:Iteration 6Q (71149.780000 sec): 3 clusters
  Score: Raw -861406.881069 + Penalty 2897.078713 = -858509.802355
  nChanged 219
		SP:Iteration 7Q (71149.990000 sec): 3 clusters
  Score: Raw -861501.274762 + Penalty 2897.078713 = -858604.196048
  nChanged 209
		SP:Iteration 8Q (71150.170000 sec): 3 clusters
  Score: Raw -861593.039900 + Penalty 2897.078713 = -858695.961187
  nChanged 223
		SP:Iteration 9Q (71150.420000 sec): 3 clusters
  Score: Raw -861690.171547 + Penalty 2897.078713 = -858793.092834
  nChanged 226
		SP:Iteration 10Q (71150.650000 sec): 3 clusters
  Score: Raw -861796.696648 + Penalty 2897.078713 = -858899.617935
  nChanged 223
		SP:Iteration 11Q (71150.900000 sec): 3 clusters
  Score: Raw -861906.543251 + Penalty 2897.078713 = -859009.464538
  nChanged 199
		SP:Iteration 12Q (71151.120000 sec): 3 clusters
  Score: Raw -862012.452144 + Penalty 2897.078713 = -859115.373431
  nChanged 220
		SP:Iteration 13Q (71151.380000 sec): 3 clusters
  Score: Raw -862128.011365 + Penalty 2897.078713 = -859230.932652
  nChanged 191
		SP:Iteration 14Q (71151.580000 sec): 3 clusters
  Score: Raw -862228.111995 + Penalty 2897.078713 = -859331.033282
  nChanged 155
		SP:Iteration 15Q (71151.850000 sec): 3 clusters
  Score: Raw -862304.053610 + Penalty 2897.078713 = -859406.974896
  nChanged 138
		SP:Iteration 16Q (71152.110000 sec): 3 clusters
  Score: Raw -862370.841622 + Penalty 2897.078713 = -859473.762909
  nChanged 118
		SP:Iteration 17Q (71152.340000 sec): 3 clusters
  Score: Raw -862439.118921 + Penalty 2897.078713 = -859542.040208
  nChanged 113
		SP:Iteration 18Q (71152.600000 sec): 3 clusters
  Score: Raw -862509.595670 + Penalty 2897.078713 = -859612.516957
  nChanged 103
		SP:Iteration 19Q (71152.800000 sec): 3 clusters
  Score: Raw -862568.176190 + Penalty 2897.078713 = -859671.097476
  nChanged 88
		SP:Iteration 20F (71153.020000 sec): 3 clusters
  Score: Raw -862613.478656 + Penalty 2897.078713 = -859716.399943
  nChanged 77
		SP:Iteration 21Q (71153.240000 sec): 3 clusters
  Score: Raw -862644.392576 + Penalty 2897.078713 = -859747.313863
  nChanged 62
		SP:Iteration 22Q (71153.460000 sec): 3 clusters
  Score: Raw -862674.191130 + Penalty 2897.078713 = -859777.112416
  nChanged 83
		SP:Iteration 23Q (71153.660000 sec): 3 clusters
  Score: Raw -862717.515293 + Penalty 2897.078713 = -859820.436579
  nChanged 65
		SP:Iteration 24Q (71153.900000 sec): 3 clusters
  Score: Raw -862745.014227 + Penalty 2897.078713 = -859847.935514
  nChanged 60
		SP:Iteration 25Q (71154.060000 sec): 3 clusters
  Score: Raw -862769.874703 + Penalty 2897.078713 = -859872.795990
  nChanged 57
		SP:Iteration 26Q (71154.300000 sec): 3 clusters
  Score: Raw -862795.570865 + Penalty 2897.078713 = -859898.492152
  nChanged 52
		SP:Iteration 27Q (71154.540000 sec): 3 clusters
  Score: Raw -862819.292650 + Penalty 2897.078713 = -859922.213937
  nChanged 44
		SP:Iteration 28Q (71154.740000 sec): 3 clusters
  Score: Raw -862839.351528 + Penalty 2897.078713 = -859942.272815
  nChanged 49
		SP:Iteration 29Q (71154.950000 sec): 3 clusters
  Score: Raw -862859.827503 + Penalty 2897.078713 = -859962.748789
  nChanged 33
		SP:Iteration 30Q (71155.150000 sec): 3 clusters
  Score: Raw -862871.885950 + Penalty 2897.078713 = -859974.807236
  nChanged 23
		SP:Iteration 31Q (71155.390000 sec): 3 clusters
  Score: Raw -862879.780342 + Penalty 2897.078713 = -859982.701629
  nChanged 21
		SP:Iteration 32Q (71155.580000 sec): 3 clusters
  Score: Raw -862886.914648 + Penalty 2897.078713 = -859989.835935
  nChanged 22
		SP:Iteration 33Q (71155.780000 sec): 3 clusters
  Score: Raw -862894.951691 + Penalty 2897.078713 = -859997.872978
  nChanged 21
		SP:Iteration 34Q (71156.010000 sec): 3 clusters
  Score: Raw -862901.241380 + Penalty 2897.078713 = -860004.162666
  nChanged 23
		SP:Iteration 35Q (71156.290000 sec): 3 clusters
  Score: Raw -862910.209063 + Penalty 2897.078713 = -860013.130350
  nChanged 24
		SP:Iteration 36Q (71156.540000 sec): 3 clusters
  Score: Raw -862917.902991 + Penalty 2897.078713 = -860020.824278
  nChanged 12
		SP:Iteration 37Q (71156.720000 sec): 3 clusters
  Score: Raw -862921.388786 + Penalty 2897.078713 = -860024.310073
  nChanged 9
		SP:Iteration 38Q (71156.910000 sec): 3 clusters
  Score: Raw -862925.453338 + Penalty 2897.078713 = -860028.374624
  nChanged 13
		SP:Iteration 39Q (71157.100000 sec): 3 clusters
  Score: Raw -862929.452936 + Penalty 2897.078713 = -860032.374223
  nChanged 12
		SP:Iteration 40F (71157.290000 sec): 3 clusters
  Score: Raw -862933.469108 + Penalty 2897.078713 = -860036.390395
  nChanged 15
		SP:Iteration 41Q (71157.510000 sec): 3 clusters
  Score: Raw -862938.638876 + Penalty 2897.078713 = -860041.560162
  nChanged 13
		SP:Iteration 42Q (71157.710000 sec): 3 clusters
  Score: Raw -862944.293310 + Penalty 2897.078713 = -860047.214596
  nChanged 25
		SP:Iteration 43Q (71157.890000 sec): 3 clusters
  Score: Raw -862960.130342 + Penalty 2897.078713 = -860063.051629
  nChanged 25
		SP:Iteration 44Q (71158.040000 sec): 3 clusters
  Score: Raw -862974.375550 + Penalty 2897.078713 = -860077.296836
  nChanged 23
		SP:Iteration 45Q (71158.240000 sec): 3 clusters
  Score: Raw -862984.424630 + Penalty 2897.078713 = -860087.345917
  nChanged 22
		SP:Iteration 46Q (71158.420000 sec): 3 clusters
  Score: Raw -862993.813088 + Penalty 2897.078713 = -860096.734375
  nChanged 19
		SP:Iteration 47Q (71158.650000 sec): 3 clusters
  Score: Raw -863002.096643 + Penalty 2897.078713 = -860105.017930
  nChanged 14
		SP:Iteration 48Q (71158.840000 sec): 3 clusters
  Score: Raw -863009.223567 + Penalty 2897.078713 = -860112.144853
  nChanged 14
		SP:Iteration 49Q (71159.060000 sec): 3 clusters
  Score: Raw -863016.646969 + Penalty 2897.078713 = -860119.568255
  nChanged 16
		SP:Iteration 50Q (71159.230000 sec): 3 clusters
  Score: Raw -863025.410639 + Penalty 2897.078713 = -860128.331926
  nChanged 14
		SP:Iteration 51Q (71159.420000 sec): 3 clusters
  Score: Raw -863031.739256 + Penalty 2897.078713 = -860134.660542
  nChanged 10
		SP:Iteration 52Q (71159.600000 sec): 3 clusters
  Score: Raw -863037.010933 + Penalty 2897.078713 = -860139.932220
  nChanged 14
		SP:Iteration 53Q (71159.790000 sec): 3 clusters
  Score: Raw -863044.166732 + Penalty 2897.078713 = -860147.088018
  nChanged 14
		SP:Iteration 54Q (71160.010000 sec): 3 clusters
  Score: Raw -863049.840370 + Penalty 2897.078713 = -860152.761656
  nChanged 15
		SP:Iteration 55Q (71160.210000 sec): 3 clusters
  Score: Raw -863056.550157 + Penalty 2897.078713 = -860159.471444
  nChanged 16
		SP:Iteration 56Q (71160.370000 sec): 3 clusters
  Score: Raw -863064.086191 + Penalty 2897.078713 = -860167.007478
  nChanged 12
		SP:Iteration 57Q (71160.610000 sec): 3 clusters
  Score: Raw -863069.023155 + Penalty 2897.078713 = -860171.944442
  nChanged 14
		SP:Iteration 58Q (71160.750000 sec): 3 clusters
  Score: Raw -863078.057412 + Penalty 2897.078713 = -860180.978699
  nChanged 15
		SP:Iteration 59Q (71160.950000 sec): 3 clusters
  Score: Raw -863085.265391 + Penalty 2897.078713 = -860188.186678
  nChanged 10
		SP:Iteration 60F (71161.210000 sec): 3 clusters
  Score: Raw -863090.307186 + Penalty 2897.078713 = -860193.228473
  nChanged 7
		SP:Iteration 61Q (71161.370000 sec): 3 clusters
  Score: Raw -863094.613916 + Penalty 2897.078713 = -860197.535203
  nChanged 6
		SP:Iteration 62Q (71161.590000 sec): 3 clusters
  Score: Raw -863096.633445 + Penalty 2897.078713 = -860199.554731
  nChanged 1
		SP:Iteration 63Q (71161.830000 sec): 3 clusters
  Score: Raw -863097.173850 + Penalty 2897.078713 = -860200.095137
  nChanged 3
		SP:Iteration 64Q (71162.010000 sec): 3 clusters
  Score: Raw -863099.604444 + Penalty 2897.078713 = -860202.525731
  nChanged 5
		SP:Iteration 65Q (71162.190000 sec): 3 clusters
  Score: Raw -863101.212767 + Penalty 2897.078713 = -860204.134053
  nChanged 2
		SP:Iteration 66Q (71162.400000 sec): 3 clusters
  Score: Raw -863101.717614 + Penalty 2897.078713 = -860204.638900
  nChanged 4
		SP:Iteration 67Q (71162.570000 sec): 3 clusters
  Score: Raw -863103.739299 + Penalty 2897.078713 = -860206.660585
  nChanged 6
		SP:Iteration 68Q (71162.850000 sec): 3 clusters
  Score: Raw -863106.498781 + Penalty 2897.078713 = -860209.420067
  nChanged 8
		SP:Iteration 69Q (71163.050000 sec): 3 clusters
  Score: Raw -863111.287496 + Penalty 2897.078713 = -860214.208782
  nChanged 5
		SP:Iteration 70Q (71163.310000 sec): 3 clusters
  Score: Raw -863114.446813 + Penalty 2897.078713 = -860217.368099
  nChanged 4
		SP:Iteration 71Q (71163.500000 sec): 3 clusters
  Score: Raw -863116.388690 + Penalty 2897.078713 = -860219.309977
  nChanged 2
		SP:Iteration 72Q (71163.730000 sec): 3 clusters
  Score: Raw -863117.633367 + Penalty 2897.078713 = -860220.554654
  nChanged 3
		SP:Iteration 73Q (71163.910000 sec): 3 clusters
  Score: Raw -863118.175873 + Penalty 2897.078713 = -860221.097160
  nChanged 0
		SP:Iteration 74F (71164.110000 sec): 3 clusters
  Score: Raw -863118.175873 + Penalty 2897.078713 = -860221.097160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71164.250000 sec): 2 clusters
  Score: Raw -1102117.348277 + Penalty 1480.925687 = -1100636.422589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71164.470000 sec): 3 clusters
  Score: Raw -1096970.490444 + Penalty 2961.851375 = -1094008.639069
  nChanged 3883
		SP:Iteration 1F (71164.750000 sec): 3 clusters
  Score: Raw -1099005.021101 + Penalty 2961.851375 = -1096043.169726
  nChanged 594
		SP:Iteration 2F (71164.910000 sec): 3 clusters
  Score: Raw -1099269.309928 + Penalty 2961.851375 = -1096307.458554
  nChanged 489
		SP:Iteration 3F (71165.210000 sec): 3 clusters
  Score: Raw -1099458.397619 + Penalty 2961.851375 = -1096496.546244
  nChanged 396
		SP:Iteration 4Q (71165.450000 sec): 3 clusters
  Score: Raw -1099616.935688 + Penalty 2961.851375 = -1096655.084313
  nChanged 375
		SP:Iteration 5Q (71165.690000 sec): 3 clusters
  Score: Raw -1099781.378225 + Penalty 2961.851375 = -1096819.526850
  nChanged 369
		SP:Iteration 6Q (71165.930000 sec): 3 clusters
  Score: Raw -1099966.990921 + Penalty 2961.851375 = -1097005.139546
  nChanged 406
		SP:Iteration 7Q (71166.200000 sec): 3 clusters
  Score: Raw -1100196.719164 + Penalty 2961.851375 = -1097234.867789
  nChanged 405
		SP:Iteration 8Q (71166.460000 sec): 3 clusters
  Score: Raw -1100476.218644 + Penalty 2961.851375 = -1097514.367270
  nChanged 430
		SP:Iteration 9Q (71166.700000 sec): 3 clusters
  Score: Raw -1100781.895987 + Penalty 2961.851375 = -1097820.044612
  nChanged 418
		SP:Iteration 10Q (71166.900000 sec): 3 clusters
  Score: Raw -1101093.376183 + Penalty 2961.851375 = -1098131.524808
  nChanged 394
		SP:Iteration 11Q (71167.130000 sec): 3 clusters
  Score: Raw -1101358.961630 + Penalty 2961.851375 = -1098397.110255
  nChanged 334
		SP:Iteration 12Q (71167.360000 sec): 3 clusters
  Score: Raw -1101547.140526 + Penalty 2961.851375 = -1098585.289151
  nChanged 281
		SP:Iteration 13Q (71167.590000 sec): 3 clusters
  Score: Raw -1101683.911603 + Penalty 2961.851375 = -1098722.060228
  nChanged 229
		SP:Iteration 14Q (71167.840000 sec): 3 clusters
  Score: Raw -1101789.829889 + Penalty 2961.851375 = -1098827.978514
  nChanged 197
		SP:Iteration 15Q (71168.080000 sec): 3 clusters
  Score: Raw -1101870.014010 + Penalty 2961.851375 = -1098908.162635
  nChanged 159
		SP:Iteration 16Q (71168.300000 sec): 3 clusters
  Score: Raw -1101935.234741 + Penalty 2961.851375 = -1098973.383367
  nChanged 157
		SP:Iteration 17Q (71168.530000 sec): 3 clusters
  Score: Raw -1102000.956964 + Penalty 2961.851375 = -1099039.105589
  nChanged 131
		SP:Iteration 18Q (71168.730000 sec): 3 clusters
  Score: Raw -1102043.629264 + Penalty 2961.851375 = -1099081.777889
  nChanged 101
		SP:Iteration 19Q (71168.940000 sec): 3 clusters
  Score: Raw -1102075.576600 + Penalty 2961.851375 = -1099113.725226
  nChanged 94
		SP:Iteration 20F (71169.170000 sec): 3 clusters
  Score: Raw -1102104.277125 + Penalty 2961.851375 = -1099142.425750
  nChanged 94
		SP:Iteration 21Q (71169.430000 sec): 3 clusters
  Score: Raw -1102136.662298 + Penalty 2961.851375 = -1099174.810923
  nChanged 84
		SP:Iteration 22Q (71169.670000 sec): 3 clusters
  Score: Raw -1102162.155896 + Penalty 2961.851375 = -1099200.304521
  nChanged 80
		SP:Iteration 23Q (71169.870000 sec): 3 clusters
  Score: Raw -1102186.369389 + Penalty 2961.851375 = -1099224.518014
  nChanged 57
		SP:Iteration 24Q (71170.110000 sec): 3 clusters
  Score: Raw -1102201.756262 + Penalty 2961.851375 = -1099239.904887
  nChanged 57
		SP:Iteration 25Q (71170.300000 sec): 3 clusters
  Score: Raw -1102216.449039 + Penalty 2961.851375 = -1099254.597664
  nChanged 55
		SP:Iteration 26Q (71170.510000 sec): 3 clusters
  Score: Raw -1102226.647029 + Penalty 2961.851375 = -1099264.795654
  nChanged 36
		SP:Iteration 27Q (71170.710000 sec): 3 clusters
  Score: Raw -1102233.281222 + Penalty 2961.851375 = -1099271.429848
  nChanged 28
		SP:Iteration 28Q (71170.940000 sec): 3 clusters
  Score: Raw -1102237.714268 + Penalty 2961.851375 = -1099275.862893
  nChanged 19
		SP:Iteration 29Q (71171.150000 sec): 3 clusters
  Score: Raw -1102241.546621 + Penalty 2961.851375 = -1099279.695246
  nChanged 22
		SP:Iteration 30Q (71171.360000 sec): 3 clusters
  Score: Raw -1102245.757432 + Penalty 2961.851375 = -1099283.906057
  nChanged 29
		SP:Iteration 31Q (71171.630000 sec): 3 clusters
  Score: Raw -1102251.992334 + Penalty 2961.851375 = -1099290.140959
  nChanged 32
		SP:Iteration 32Q (71171.830000 sec): 3 clusters
  Score: Raw -1102257.567478 + Penalty 2961.851375 = -1099295.716103
  nChanged 29
		SP:Iteration 33Q (71172.040000 sec): 3 clusters
  Score: Raw -1102262.840928 + Penalty 2961.851375 = -1099300.989553
  nChanged 25
		SP:Iteration 34Q (71172.260000 sec): 3 clusters
  Score: Raw -1102266.825183 + Penalty 2961.851375 = -1099304.973808
  nChanged 22
		SP:Iteration 35Q (71172.450000 sec): 3 clusters
  Score: Raw -1102271.014680 + Penalty 2961.851375 = -1099309.163305
  nChanged 29
		SP:Iteration 36Q (71172.680000 sec): 3 clusters
  Score: Raw -1102276.142336 + Penalty 2961.851375 = -1099314.290962
  nChanged 24
		SP:Iteration 37Q (71172.900000 sec): 3 clusters
  Score: Raw -1102279.984232 + Penalty 2961.851375 = -1099318.132857
  nChanged 19
		SP:Iteration 38Q (71173.110000 sec): 3 clusters
  Score: Raw -1102284.401032 + Penalty 2961.851375 = -1099322.549657
  nChanged 26
		SP:Iteration 39Q (71173.310000 sec): 3 clusters
  Score: Raw -1102289.965388 + Penalty 2961.851375 = -1099328.114013
  nChanged 25
		SP:Iteration 40F (71173.520000 sec): 3 clusters
  Score: Raw -1102295.855894 + Penalty 2961.851375 = -1099334.004519
  nChanged 29
		SP:Iteration 41Q (71173.720000 sec): 3 clusters
  Score: Raw -1102302.217869 + Penalty 2961.851375 = -1099340.366494
  nChanged 30
		SP:Iteration 42Q (71173.940000 sec): 3 clusters
  Score: Raw -1102308.346182 + Penalty 2961.851375 = -1099346.494807
  nChanged 28
		SP:Iteration 43Q (71174.150000 sec): 3 clusters
  Score: Raw -1102315.660934 + Penalty 2961.851375 = -1099353.809559
  nChanged 22
		SP:Iteration 44Q (71174.410000 sec): 3 clusters
  Score: Raw -1102320.589021 + Penalty 2961.851375 = -1099358.737646
  nChanged 26
		SP:Iteration 45Q (71174.570000 sec): 3 clusters
  Score: Raw -1102326.634375 + Penalty 2961.851375 = -1099364.783000
  nChanged 27
		SP:Iteration 46Q (71174.820000 sec): 3 clusters
  Score: Raw -1102332.259455 + Penalty 2961.851375 = -1099370.408080
  nChanged 23
		SP:Iteration 47Q (71175.020000 sec): 3 clusters
  Score: Raw -1102336.893261 + Penalty 2961.851375 = -1099375.041886
  nChanged 25
		SP:Iteration 48Q (71175.220000 sec): 3 clusters
  Score: Raw -1102342.174010 + Penalty 2961.851375 = -1099380.322635
  nChanged 24
		SP:Iteration 49Q (71175.440000 sec): 3 clusters
  Score: Raw -1102347.293487 + Penalty 2961.851375 = -1099385.442112
  nChanged 18
		SP:Iteration 50Q (71175.710000 sec): 3 clusters
  Score: Raw -1102351.110156 + Penalty 2961.851375 = -1099389.258781
  nChanged 13
		SP:Iteration 51Q (71175.990000 sec): 3 clusters
  Score: Raw -1102354.409616 + Penalty 2961.851375 = -1099392.558241
  nChanged 25
		SP:Iteration 52Q (71176.180000 sec): 3 clusters
  Score: Raw -1102362.017099 + Penalty 2961.851375 = -1099400.165724
  nChanged 30
		SP:Iteration 53Q (71176.370000 sec): 3 clusters
  Score: Raw -1102369.419885 + Penalty 2961.851375 = -1099407.568510
  nChanged 28
		SP:Iteration 54Q (71176.590000 sec): 3 clusters
  Score: Raw -1102375.829220 + Penalty 2961.851375 = -1099413.977845
  nChanged 29
		SP:Iteration 55Q (71176.800000 sec): 3 clusters
  Score: Raw -1102382.813739 + Penalty 2961.851375 = -1099420.962364
  nChanged 29
		SP:Iteration 56Q (71177.030000 sec): 3 clusters
  Score: Raw -1102392.647114 + Penalty 2961.851375 = -1099430.795739
  nChanged 43
		SP:Iteration 57Q (71177.250000 sec): 3 clusters
  Score: Raw -1102410.778606 + Penalty 2961.851375 = -1099448.927232
  nChanged 50
		SP:Iteration 58Q (71177.470000 sec): 3 clusters
  Score: Raw -1102433.972510 + Penalty 2961.851375 = -1099472.121135
  nChanged 49
		SP:Iteration 59Q (71177.660000 sec): 3 clusters
  Score: Raw -1102455.654340 + Penalty 2961.851375 = -1099493.802965
  nChanged 55
		SP:Iteration 60F (71177.950000 sec): 3 clusters
  Score: Raw -1102485.532125 + Penalty 2961.851375 = -1099523.680751
  nChanged 71
		SP:Iteration 61Q (71178.130000 sec): 3 clusters
  Score: Raw -1102521.808606 + Penalty 2961.851375 = -1099559.957231
  nChanged 61
		SP:Iteration 62Q (71178.370000 sec): 3 clusters
  Score: Raw -1102546.187190 + Penalty 2961.851375 = -1099584.335815
  nChanged 44
		SP:Iteration 63Q (71178.590000 sec): 3 clusters
  Score: Raw -1102565.596850 + Penalty 2961.851375 = -1099603.745476
  nChanged 48
		SP:Iteration 64Q (71178.890000 sec): 3 clusters
  Score: Raw -1102592.060550 + Penalty 2961.851375 = -1099630.209175
  nChanged 53
		SP:Iteration 65Q (71179.110000 sec): 3 clusters
  Score: Raw -1102619.200594 + Penalty 2961.851375 = -1099657.349219
  nChanged 48
		SP:Iteration 66Q (71179.300000 sec): 3 clusters
  Score: Raw -1102655.576531 + Penalty 2961.851375 = -1099693.725156
  nChanged 53
		SP:Iteration 67Q (71179.500000 sec): 3 clusters
  Score: Raw -1102713.566397 + Penalty 2961.851375 = -1099751.715022
  nChanged 55
		SP:Iteration 68Q (71179.730000 sec): 3 clusters
  Score: Raw -1102769.071950 + Penalty 2961.851375 = -1099807.220575
  nChanged 58
		SP:Iteration 69Q (71179.940000 sec): 3 clusters
  Score: Raw -1102821.201238 + Penalty 2961.851375 = -1099859.349863
  nChanged 55
		SP:Iteration 70Q (71180.160000 sec): 3 clusters
  Score: Raw -1102851.537844 + Penalty 2961.851375 = -1099889.686469
  nChanged 33
		SP:Iteration 71Q (71180.360000 sec): 3 clusters
  Score: Raw -1102865.687589 + Penalty 2961.851375 = -1099903.836214
  nChanged 26
		SP:Iteration 72Q (71180.590000 sec): 3 clusters
  Score: Raw -1102875.237697 + Penalty 2961.851375 = -1099913.386322
  nChanged 16
		SP:Iteration 73Q (71180.790000 sec): 3 clusters
  Score: Raw -1102880.201666 + Penalty 2961.851375 = -1099918.350291
  nChanged 14
		SP:Iteration 74Q (71181.020000 sec): 3 clusters
  Score: Raw -1102884.267531 + Penalty 2961.851375 = -1099922.416156
  nChanged 8
		SP:Iteration 75Q (71181.230000 sec): 3 clusters
  Score: Raw -1102886.368031 + Penalty 2961.851375 = -1099924.516656
  nChanged 7
		SP:Iteration 76Q (71181.420000 sec): 3 clusters
  Score: Raw -1102888.456089 + Penalty 2961.851375 = -1099926.604714
  nChanged 12
		SP:Iteration 77Q (71181.610000 sec): 3 clusters
  Score: Raw -1102891.998202 + Penalty 2961.851375 = -1099930.146828
  nChanged 2
		SP:Iteration 78Q (71181.800000 sec): 3 clusters
  Score: Raw -1102892.419489 + Penalty 2961.851375 = -1099930.568114
  nChanged 0
		SP:Iteration 79F (71182.000000 sec): 3 clusters
  Score: Raw -1102892.419489 + Penalty 2961.851375 = -1099930.568114
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71182.130000 sec): 2 clusters
  Score: Raw -840120.900693 + Penalty 1439.184256 = -838681.716437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71182.400000 sec): 3 clusters
  Score: Raw -836264.997975 + Penalty 2878.368512 = -833386.629463
  nChanged 2973
		SP:Iteration 1F (71182.600000 sec): 3 clusters
  Score: Raw -837857.953395 + Penalty 2878.368512 = -834979.584884
  nChanged 522
		SP:Iteration 2F (71182.830000 sec): 3 clusters
  Score: Raw -838139.889066 + Penalty 2878.368512 = -835261.520554
  nChanged 436
		SP:Iteration 3F (71183.080000 sec): 3 clusters
  Score: Raw -838369.611397 + Penalty 2878.368512 = -835491.242885
  nChanged 377
		SP:Iteration 4F (71183.280000 sec): 3 clusters
  Score: Raw -838604.895170 + Penalty 2878.368512 = -835726.526659
  nChanged 411
		SP:Iteration 5F (71183.440000 sec): 3 clusters
  Score: Raw -838886.889198 + Penalty 2878.368512 = -836008.520687
  nChanged 372
		SP:Iteration 6F (71183.660000 sec): 3 clusters
  Score: Raw -839149.497587 + Penalty 2878.368512 = -836271.129075
  nChanged 350
		SP:Iteration 7Q (71183.810000 sec): 3 clusters
  Score: Raw -839385.528817 + Penalty 2878.368512 = -836507.160306
  nChanged 311
		SP:Iteration 8Q (71184.060000 sec): 3 clusters
  Score: Raw -839603.979638 + Penalty 2878.368512 = -836725.611126
  nChanged 296
		SP:Iteration 9Q (71184.260000 sec): 3 clusters
  Score: Raw -839802.218080 + Penalty 2878.368512 = -836923.849569
  nChanged 241
		SP:Iteration 10Q (71184.470000 sec): 3 clusters
  Score: Raw -839950.647449 + Penalty 2878.368512 = -837072.278937
  nChanged 194
		SP:Iteration 11Q (71184.670000 sec): 3 clusters
  Score: Raw -840047.518332 + Penalty 2878.368512 = -837169.149820
  nChanged 136
		SP:Iteration 12Q (71184.850000 sec): 3 clusters
  Score: Raw -840102.944310 + Penalty 2878.368512 = -837224.575798
  nChanged 93
		SP:Iteration 13Q (71185.050000 sec): 3 clusters
  Score: Raw -840140.692358 + Penalty 2878.368512 = -837262.323847
  nChanged 86
		SP:Iteration 14Q (71185.280000 sec): 3 clusters
  Score: Raw -840172.884389 + Penalty 2878.368512 = -837294.515877
  nChanged 67
		SP:Iteration 15Q (71185.470000 sec): 3 clusters
  Score: Raw -840199.620667 + Penalty 2878.368512 = -837321.252156
  nChanged 53
		SP:Iteration 16Q (71185.700000 sec): 3 clusters
  Score: Raw -840219.108048 + Penalty 2878.368512 = -837340.739537
  nChanged 47
		SP:Iteration 17Q (71185.970000 sec): 3 clusters
  Score: Raw -840235.550562 + Penalty 2878.368512 = -837357.182050
  nChanged 35
		SP:Iteration 18Q (71186.170000 sec): 3 clusters
  Score: Raw -840247.301827 + Penalty 2878.368512 = -837368.933315
  nChanged 37
		SP:Iteration 19Q (71186.340000 sec): 3 clusters
  Score: Raw -840259.894937 + Penalty 2878.368512 = -837381.526426
  nChanged 36
		SP:Iteration 20F (71186.570000 sec): 3 clusters
  Score: Raw -840275.442839 + Penalty 2878.368512 = -837397.074327
  nChanged 39
		SP:Iteration 21Q (71186.790000 sec): 3 clusters
  Score: Raw -840295.951283 + Penalty 2878.368512 = -837417.582772
  nChanged 45
		SP:Iteration 22Q (71186.990000 sec): 3 clusters
  Score: Raw -840314.258936 + Penalty 2878.368512 = -837435.890425
  nChanged 34
		SP:Iteration 23Q (71187.200000 sec): 3 clusters
  Score: Raw -840328.888055 + Penalty 2878.368512 = -837450.519544
  nChanged 36
		SP:Iteration 24Q (71187.430000 sec): 3 clusters
  Score: Raw -840346.680118 + Penalty 2878.368512 = -837468.311606
  nChanged 34
		SP:Iteration 25Q (71187.590000 sec): 3 clusters
  Score: Raw -840360.894533 + Penalty 2878.368512 = -837482.526021
  nChanged 27
		SP:Iteration 26Q (71187.810000 sec): 3 clusters
  Score: Raw -840370.065104 + Penalty 2878.368512 = -837491.696593
  nChanged 22
		SP:Iteration 27Q (71188.010000 sec): 3 clusters
  Score: Raw -840379.823087 + Penalty 2878.368512 = -837501.454576
  nChanged 30
		SP:Iteration 28Q (71188.230000 sec): 3 clusters
  Score: Raw -840393.085807 + Penalty 2878.368512 = -837514.717295
  nChanged 25
		SP:Iteration 29Q (71188.410000 sec): 3 clusters
  Score: Raw -840405.157860 + Penalty 2878.368512 = -837526.789349
  nChanged 26
		SP:Iteration 30Q (71188.630000 sec): 3 clusters
  Score: Raw -840419.981619 + Penalty 2878.368512 = -837541.613107
  nChanged 26
		SP:Iteration 31Q (71188.830000 sec): 3 clusters
  Score: Raw -840432.422909 + Penalty 2878.368512 = -837554.054397
  nChanged 17
		SP:Iteration 32Q (71189.030000 sec): 3 clusters
  Score: Raw -840440.789315 + Penalty 2878.368512 = -837562.420804
  nChanged 12
		SP:Iteration 33Q (71189.240000 sec): 3 clusters
  Score: Raw -840446.462436 + Penalty 2878.368512 = -837568.093925
  nChanged 11
		SP:Iteration 34Q (71189.410000 sec): 3 clusters
  Score: Raw -840450.722457 + Penalty 2878.368512 = -837572.353945
  nChanged 11
		SP:Iteration 35Q (71189.610000 sec): 3 clusters
  Score: Raw -840455.315231 + Penalty 2878.368512 = -837576.946719
  nChanged 13
		SP:Iteration 36Q (71189.740000 sec): 3 clusters
  Score: Raw -840459.880849 + Penalty 2878.368512 = -837581.512337
  nChanged 8
		SP:Iteration 37Q (71189.960000 sec): 3 clusters
  Score: Raw -840463.531430 + Penalty 2878.368512 = -837585.162919
  nChanged 6
		SP:Iteration 38Q (71190.170000 sec): 3 clusters
  Score: Raw -840466.525953 + Penalty 2878.368512 = -837588.157442
  nChanged 5
		SP:Iteration 39Q (71190.430000 sec): 3 clusters
  Score: Raw -840468.379553 + Penalty 2878.368512 = -837590.011041
  nChanged 2
		SP:Iteration 40F (71190.640000 sec): 3 clusters
  Score: Raw -840468.971102 + Penalty 2878.368512 = -837590.602590
  nChanged 1
		SP:Iteration 41Q (71190.870000 sec): 3 clusters
  Score: Raw -840469.296693 + Penalty 2878.368512 = -837590.928181
  nChanged 1
		SP:Iteration 42Q (71191.040000 sec): 3 clusters
  Score: Raw -840469.505764 + Penalty 2878.368512 = -837591.137253
  nChanged 1
		SP:Iteration 43Q (71191.260000 sec): 3 clusters
  Score: Raw -840469.869618 + Penalty 2878.368512 = -837591.501107
  nChanged 0
		SP:Iteration 44F (71191.510000 sec): 3 clusters
  Score: Raw -840469.869618 + Penalty 2878.368512 = -837591.501107
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (1394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71191.670000 sec): 2 clusters
  Score: Raw -145111.735029 + Penalty 1176.489046 = -143935.245983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71191.820000 sec): 3 clusters
  Score: Raw -144846.167691 + Penalty 2352.978092 = -142493.189599
  nChanged 490
		SP:Iteration 1F (71192.050000 sec): 3 clusters
  Score: Raw -146255.143718 + Penalty 2352.978092 = -143902.165626
  nChanged 212
		SP:Iteration 2F (71192.240000 sec): 3 clusters
  Score: Raw -147276.413925 + Penalty 2352.978092 = -144923.435833
  nChanged 118
		SP:Iteration 3F (71192.400000 sec): 3 clusters
  Score: Raw -148086.729072 + Penalty 2352.978092 = -145733.750980
  nChanged 94
		SP:Iteration 4F (71192.560000 sec): 3 clusters
  Score: Raw -148392.257396 + Penalty 2352.978092 = -146039.279304
  nChanged 86
		SP:Iteration 5F (71192.760000 sec): 3 clusters
  Score: Raw -148897.192745 + Penalty 2352.978092 = -146544.214652
  nChanged 69
		SP:Iteration 6Q (71192.910000 sec): 3 clusters
  Score: Raw -149417.659347 + Penalty 2352.978092 = -147064.681255
  nChanged 37
		SP:Iteration 7Q (71193.050000 sec): 3 clusters
  Score: Raw -149589.655003 + Penalty 2352.978092 = -147236.676911
  nChanged 19
		SP:Iteration 8Q (71193.200000 sec): 3 clusters
  Score: Raw -149664.821594 + Penalty 2352.978092 = -147311.843502
  nChanged 8
		SP:Iteration 9Q (71193.340000 sec): 3 clusters
  Score: Raw -149695.229689 + Penalty 2352.978092 = -147342.251597
  nChanged 5
		SP:Iteration 10Q (71193.490000 sec): 3 clusters
  Score: Raw -149719.058795 + Penalty 2352.978092 = -147366.080703
  nChanged 4
		SP:Iteration 11Q (71193.630000 sec): 3 clusters
  Score: Raw -149726.099918 + Penalty 2352.978092 = -147373.121826
  nChanged 1
		SP:Iteration 12Q (71193.780000 sec): 3 clusters
  Score: Raw -149745.832728 + Penalty 2352.978092 = -147392.854636
  nChanged 3
		SP:Iteration 13Q (71193.920000 sec): 3 clusters
  Score: Raw -149754.115721 + Penalty 2352.978092 = -147401.137628
  nChanged 1
		SP:Iteration 14Q (71194.060000 sec): 3 clusters
  Score: Raw -149779.633986 + Penalty 2352.978092 = -147426.655894
  nChanged 3
		SP:Iteration 15Q (71194.210000 sec): 3 clusters
  Score: Raw -149789.480415 + Penalty 2352.978092 = -147436.502322
  nChanged 2
		SP:Iteration 16Q (71194.350000 sec): 3 clusters
  Score: Raw -149848.783901 + Penalty 2352.978092 = -147495.805808
  nChanged 6
		SP:Iteration 17Q (71194.500000 sec): 3 clusters
  Score: Raw -149874.079296 + Penalty 2352.978092 = -147521.101204
  nChanged 1
		SP:Iteration 18Q (71194.640000 sec): 3 clusters
  Score: Raw -149944.690249 + Penalty 2352.978092 = -147591.712157
  nChanged 4
		SP:Iteration 19Q (71194.780000 sec): 3 clusters
  Score: Raw -149969.162315 + Penalty 2352.978092 = -147616.184223
  nChanged 2
		SP:Iteration 20F (71194.930000 sec): 3 clusters
  Score: Raw -150085.544907 + Penalty 2352.978092 = -147732.566815
  nChanged 12
		SP:Iteration 21Q (71195.070000 sec): 3 clusters
  Score: Raw -150409.332067 + Penalty 2352.978092 = -148056.353975
  nChanged 10
		SP:Iteration 22Q (71195.260000 sec): 3 clusters
  Score: Raw -150697.262097 + Penalty 2352.978092 = -148344.284005
  nChanged 4
		SP:Iteration 23Q (71195.400000 sec): 3 clusters
  Score: Raw -150791.333254 + Penalty 2352.978092 = -148438.355162
  nChanged 1
		SP:Iteration 24Q (71195.550000 sec): 3 clusters
  Score: Raw -150795.010632 + Penalty 2352.978092 = -148442.032540
  nChanged 0
		SP:Iteration 25F (71195.690000 sec): 3 clusters
  Score: Raw -150795.010632 + Penalty 2352.978092 = -148442.032540
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (28211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71195.940000 sec): 2 clusters
  Score: Raw -3157128.520494 + Penalty 1665.213428 = -3155463.307066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71196.220000 sec): 3 clusters
  Score: Raw -3139795.317449 + Penalty 3330.426857 = -3136464.890592
  nChanged 12992
		SP:Iteration 1F (71196.550000 sec): 3 clusters
  Score: Raw -3148044.751974 + Penalty 3330.426857 = -3144714.325117
  nChanged 1945
		SP:Iteration 2F (71196.880000 sec): 3 clusters
  Score: Raw -3149268.962660 + Penalty 3330.426857 = -3145938.535803
  nChanged 1930
		SP:Iteration 3F (71197.190000 sec): 3 clusters
  Score: Raw -3150481.661980 + Penalty 3330.426857 = -3147151.235123
  nChanged 1828
		SP:Iteration 4F (71197.490000 sec): 3 clusters
  Score: Raw -3151565.986035 + Penalty 3330.426857 = -3148235.559178
  nChanged 1640
		SP:Iteration 5F (71197.780000 sec): 3 clusters
  Score: Raw -3152459.895810 + Penalty 3330.426857 = -3149129.468953
  nChanged 1431
		SP:Iteration 6F (71198.100000 sec): 3 clusters
  Score: Raw -3153245.329133 + Penalty 3330.426857 = -3149914.902277
  nChanged 1304
		SP:Iteration 7Q (71198.440000 sec): 3 clusters
  Score: Raw -3153890.752832 + Penalty 3330.426857 = -3150560.325975
  nChanged 1058
		SP:Iteration 8Q (71198.810000 sec): 3 clusters
  Score: Raw -3154370.169482 + Penalty 3330.426857 = -3151039.742625
  nChanged 880
		SP:Iteration 9Q (71199.070000 sec): 3 clusters
  Score: Raw -3154782.287643 + Penalty 3330.426857 = -3151451.860786
  nChanged 744
		SP:Iteration 10Q (71199.470000 sec): 3 clusters
  Score: Raw -3155084.907523 + Penalty 3330.426857 = -3151754.480667
  nChanged 647
		SP:Iteration 11Q (71199.780000 sec): 3 clusters
  Score: Raw -3155326.723680 + Penalty 3330.426857 = -3151996.296823
  nChanged 565
		SP:Iteration 12Q (71200.130000 sec): 3 clusters
  Score: Raw -3155528.908118 + Penalty 3330.426857 = -3152198.481262
  nChanged 477
		SP:Iteration 13Q (71200.490000 sec): 3 clusters
  Score: Raw -3155692.687274 + Penalty 3330.426857 = -3152362.260417
  nChanged 432
		SP:Iteration 14Q (71200.840000 sec): 3 clusters
  Score: Raw -3155839.612377 + Penalty 3330.426857 = -3152509.185520
  nChanged 405
		SP:Iteration 15Q (71201.200000 sec): 3 clusters
  Score: Raw -3155959.236499 + Penalty 3330.426857 = -3152628.809642
  nChanged 324
		SP:Iteration 16Q (71201.550000 sec): 3 clusters
  Score: Raw -3156043.153396 + Penalty 3330.426857 = -3152712.726539
  nChanged 306
		SP:Iteration 17Q (71201.860000 sec): 3 clusters
  Score: Raw -3156126.108072 + Penalty 3330.426857 = -3152795.681215
  nChanged 277
		SP:Iteration 18Q (71202.230000 sec): 3 clusters
  Score: Raw -3156202.858378 + Penalty 3330.426857 = -3152872.431521
  nChanged 308
		SP:Iteration 19Q (71202.510000 sec): 3 clusters
  Score: Raw -3156283.242047 + Penalty 3330.426857 = -3152952.815190
  nChanged 283
		SP:Iteration 20F (71202.910000 sec): 3 clusters
  Score: Raw -3156345.476258 + Penalty 3330.426857 = -3153015.049401
  nChanged 255
		SP:Iteration 21Q (71203.310000 sec): 3 clusters
  Score: Raw -3156402.701561 + Penalty 3330.426857 = -3153072.274705
  nChanged 257
		SP:Iteration 22Q (71203.650000 sec): 3 clusters
  Score: Raw -3156456.377073 + Penalty 3330.426857 = -3153125.950216
  nChanged 232
		SP:Iteration 23Q (71204.020000 sec): 3 clusters
  Score: Raw -3156500.985680 + Penalty 3330.426857 = -3153170.558823
  nChanged 257
		SP:Iteration 24Q (71204.350000 sec): 3 clusters
  Score: Raw -3156551.827080 + Penalty 3330.426857 = -3153221.400223
  nChanged 257
		SP:Iteration 25Q (71204.690000 sec): 3 clusters
  Score: Raw -3156609.223217 + Penalty 3330.426857 = -3153278.796360
  nChanged 268
		SP:Iteration 26Q (71205.010000 sec): 3 clusters
  Score: Raw -3156669.804417 + Penalty 3330.426857 = -3153339.377560
  nChanged 271
		SP:Iteration 27Q (71205.380000 sec): 3 clusters
  Score: Raw -3156734.242060 + Penalty 3330.426857 = -3153403.815204
  nChanged 278
		SP:Iteration 28Q (71205.690000 sec): 3 clusters
  Score: Raw -3156800.467530 + Penalty 3330.426857 = -3153470.040673
  nChanged 289
		SP:Iteration 29Q (71206.050000 sec): 3 clusters
  Score: Raw -3156874.742058 + Penalty 3330.426857 = -3153544.315201
  nChanged 333
		SP:Iteration 30Q (71206.400000 sec): 3 clusters
  Score: Raw -3156968.192829 + Penalty 3330.426857 = -3153637.765972
  nChanged 346
		SP:Iteration 31Q (71206.790000 sec): 3 clusters
  Score: Raw -3157071.987142 + Penalty 3330.426857 = -3153741.560285
  nChanged 370
		SP:Iteration 32Q (71207.090000 sec): 3 clusters
  Score: Raw -3157185.057949 + Penalty 3330.426857 = -3153854.631093
  nChanged 378
		SP:Iteration 33Q (71207.390000 sec): 3 clusters
  Score: Raw -3157306.329949 + Penalty 3330.426857 = -3153975.903093
  nChanged 382
		SP:Iteration 34Q (71207.730000 sec): 3 clusters
  Score: Raw -3157429.604379 + Penalty 3330.426857 = -3154099.177522
  nChanged 369
		SP:Iteration 35Q (71208.110000 sec): 3 clusters
  Score: Raw -3157546.557452 + Penalty 3330.426857 = -3154216.130595
  nChanged 348
		SP:Iteration 36Q (71208.470000 sec): 3 clusters
  Score: Raw -3157659.850893 + Penalty 3330.426857 = -3154329.424037
  nChanged 357
		SP:Iteration 37Q (71208.820000 sec): 3 clusters
  Score: Raw -3157785.469889 + Penalty 3330.426857 = -3154455.043033
  nChanged 346
		SP:Iteration 38Q (71209.110000 sec): 3 clusters
  Score: Raw -3157894.144468 + Penalty 3330.426857 = -3154563.717611
  nChanged 302
		SP:Iteration 39Q (71209.440000 sec): 3 clusters
  Score: Raw -3157985.717389 + Penalty 3330.426857 = -3154655.290532
  nChanged 272
		SP:Iteration 40F (71209.760000 sec): 3 clusters
  Score: Raw -3158065.142616 + Penalty 3330.426857 = -3154734.715759
  nChanged 251
		SP:Iteration 41Q (71210.010000 sec): 3 clusters
  Score: Raw -3158142.760137 + Penalty 3330.426857 = -3154812.333280
  nChanged 238
		SP:Iteration 42Q (71210.290000 sec): 3 clusters
  Score: Raw -3158215.820720 + Penalty 3330.426857 = -3154885.393863
  nChanged 222
		SP:Iteration 43Q (71210.630000 sec): 3 clusters
  Score: Raw -3158285.734288 + Penalty 3330.426857 = -3154955.307431
  nChanged 203
		SP:Iteration 44Q (71210.920000 sec): 3 clusters
  Score: Raw -3158345.939205 + Penalty 3330.426857 = -3155015.512348
  nChanged 181
		SP:Iteration 45Q (71211.190000 sec): 3 clusters
  Score: Raw -3158403.452422 + Penalty 3330.426857 = -3155073.025565
  nChanged 190
		SP:Iteration 46Q (71211.540000 sec): 3 clusters
  Score: Raw -3158460.199914 + Penalty 3330.426857 = -3155129.773057
  nChanged 180
		SP:Iteration 47Q (71211.870000 sec): 3 clusters
  Score: Raw -3158517.165941 + Penalty 3330.426857 = -3155186.739084
  nChanged 170
		SP:Iteration 48Q (71212.230000 sec): 3 clusters
  Score: Raw -3158566.095210 + Penalty 3330.426857 = -3155235.668353
  nChanged 148
		SP:Iteration 49Q (71212.550000 sec): 3 clusters
  Score: Raw -3158605.512082 + Penalty 3330.426857 = -3155275.085225
  nChanged 130
		SP:Iteration 50Q (71212.930000 sec): 3 clusters
  Score: Raw -3158637.516232 + Penalty 3330.426857 = -3155307.089375
  nChanged 106
		SP:Iteration 51Q (71213.220000 sec): 3 clusters
  Score: Raw -3158661.294022 + Penalty 3330.426857 = -3155330.867165
  nChanged 101
		SP:Iteration 52Q (71213.570000 sec): 3 clusters
  Score: Raw -3158687.511699 + Penalty 3330.426857 = -3155357.084842
  nChanged 106
		SP:Iteration 53Q (71213.900000 sec): 3 clusters
  Score: Raw -3158717.921316 + Penalty 3330.426857 = -3155387.494459
  nChanged 98
		SP:Iteration 54Q (71214.250000 sec): 3 clusters
  Score: Raw -3158746.528663 + Penalty 3330.426857 = -3155416.101806
  nChanged 93
		SP:Iteration 55Q (71214.540000 sec): 3 clusters
  Score: Raw -3158767.138996 + Penalty 3330.426857 = -3155436.712139
  nChanged 63
		SP:Iteration 56Q (71214.870000 sec): 3 clusters
  Score: Raw -3158777.875241 + Penalty 3330.426857 = -3155447.448384
  nChanged 59
		SP:Iteration 57Q (71215.190000 sec): 3 clusters
  Score: Raw -3158787.635768 + Penalty 3330.426857 = -3155457.208911
  nChanged 47
		SP:Iteration 58Q (71215.540000 sec): 3 clusters
  Score: Raw -3158796.236144 + Penalty 3330.426857 = -3155465.809287
  nChanged 46
		SP:Iteration 59Q (71215.900000 sec): 3 clusters
  Score: Raw -3158804.289260 + Penalty 3330.426857 = -3155473.862403
  nChanged 38
		SP:Iteration 60F (71216.230000 sec): 3 clusters
  Score: Raw -3158813.438355 + Penalty 3330.426857 = -3155483.011498
  nChanged 59
		SP:Iteration 61Q (71216.590000 sec): 3 clusters
  Score: Raw -3158827.498084 + Penalty 3330.426857 = -3155497.071228
  nChanged 57
		SP:Iteration 62Q (71216.910000 sec): 3 clusters
  Score: Raw -3158840.661333 + Penalty 3330.426857 = -3155510.234476
  nChanged 57
		SP:Iteration 63Q (71217.250000 sec): 3 clusters
  Score: Raw -3158853.227586 + Penalty 3330.426857 = -3155522.800730
  nChanged 55
		SP:Iteration 64Q (71217.590000 sec): 3 clusters
  Score: Raw -3158864.645574 + Penalty 3330.426857 = -3155534.218717
  nChanged 46
		SP:Iteration 65Q (71217.920000 sec): 3 clusters
  Score: Raw -3158875.969985 + Penalty 3330.426857 = -3155545.543129
  nChanged 65
		SP:Iteration 66Q (71218.240000 sec): 3 clusters
  Score: Raw -3158891.595168 + Penalty 3330.426857 = -3155561.168311
  nChanged 61
		SP:Iteration 67Q (71218.570000 sec): 3 clusters
  Score: Raw -3158909.882947 + Penalty 3330.426857 = -3155579.456091
  nChanged 59
		SP:Iteration 68Q (71218.880000 sec): 3 clusters
  Score: Raw -3158928.387939 + Penalty 3330.426857 = -3155597.961083
  nChanged 60
		SP:Iteration 69Q (71219.220000 sec): 3 clusters
  Score: Raw -3158944.081908 + Penalty 3330.426857 = -3155613.655051
  nChanged 55
		SP:Iteration 70Q (71219.540000 sec): 3 clusters
  Score: Raw -3158956.903584 + Penalty 3330.426857 = -3155626.476727
  nChanged 47
		SP:Iteration 71Q (71219.850000 sec): 3 clusters
  Score: Raw -3158967.453235 + Penalty 3330.426857 = -3155637.026378
  nChanged 34
		SP:Iteration 72Q (71220.160000 sec): 3 clusters
  Score: Raw -3158974.697507 + Penalty 3330.426857 = -3155644.270650
  nChanged 35
		SP:Iteration 73Q (71220.520000 sec): 3 clusters
  Score: Raw -3158981.502323 + Penalty 3330.426857 = -3155651.075466
  nChanged 30
		SP:Iteration 74Q (71220.850000 sec): 3 clusters
  Score: Raw -3158988.133034 + Penalty 3330.426857 = -3155657.706177
  nChanged 27
		SP:Iteration 75Q (71221.210000 sec): 3 clusters
  Score: Raw -3158993.185474 + Penalty 3330.426857 = -3155662.758617
  nChanged 20
		SP:Iteration 76Q (71221.500000 sec): 3 clusters
  Score: Raw -3158997.563770 + Penalty 3330.426857 = -3155667.136913
  nChanged 24
		SP:Iteration 77Q (71221.780000 sec): 3 clusters
  Score: Raw -3159002.358952 + Penalty 3330.426857 = -3155671.932095
  nChanged 28
		SP:Iteration 78Q (71222.100000 sec): 3 clusters
  Score: Raw -3159009.731140 + Penalty 3330.426857 = -3155679.304284
  nChanged 31
		SP:Iteration 79Q (71222.380000 sec): 3 clusters
  Score: Raw -3159019.799703 + Penalty 3330.426857 = -3155689.372846
  nChanged 42
		SP:Iteration 80F (71222.690000 sec): 3 clusters
  Score: Raw -3159031.459082 + Penalty 3330.426857 = -3155701.032225
  nChanged 35
		SP:Iteration 81Q (71223.040000 sec): 3 clusters
  Score: Raw -3159040.104111 + Penalty 3330.426857 = -3155709.677254
  nChanged 31
		SP:Iteration 82Q (71223.350000 sec): 3 clusters
  Score: Raw -3159049.549896 + Penalty 3330.426857 = -3155719.123039
  nChanged 39
		SP:Iteration 83Q (71223.690000 sec): 3 clusters
  Score: Raw -3159059.865387 + Penalty 3330.426857 = -3155729.438530
  nChanged 41
		SP:Iteration 84Q (71224.070000 sec): 3 clusters
  Score: Raw -3159071.910187 + Penalty 3330.426857 = -3155741.483330
  nChanged 31
		SP:Iteration 85Q (71224.430000 sec): 3 clusters
  Score: Raw -3159081.575567 + Penalty 3330.426857 = -3155751.148710
  nChanged 43
		SP:Iteration 86Q (71224.790000 sec): 3 clusters
  Score: Raw -3159101.654467 + Penalty 3330.426857 = -3155771.227610
  nChanged 58
		SP:Iteration 87Q (71225.170000 sec): 3 clusters
  Score: Raw -3159126.337661 + Penalty 3330.426857 = -3155795.910804
  nChanged 63
		SP:Iteration 88Q (71225.460000 sec): 3 clusters
  Score: Raw -3159166.607716 + Penalty 3330.426857 = -3155836.180859
  nChanged 71
		SP:Iteration 89Q (71225.810000 sec): 3 clusters
  Score: Raw -3159237.636989 + Penalty 3330.426857 = -3155907.210132
  nChanged 83
		SP:Iteration 90Q (71226.150000 sec): 3 clusters
  Score: Raw -3159377.589777 + Penalty 3330.426857 = -3156047.162920
  nChanged 111
		SP:Iteration 91Q (71226.450000 sec): 3 clusters
  Score: Raw -3159560.086478 + Penalty 3330.426857 = -3156229.659621
  nChanged 96
		SP:Iteration 92Q (71226.750000 sec): 3 clusters
  Score: Raw -3159651.816199 + Penalty 3330.426857 = -3156321.389342
  nChanged 61
		SP:Iteration 93Q (71227.060000 sec): 3 clusters
  Score: Raw -3159684.525184 + Penalty 3330.426857 = -3156354.098327
  nChanged 30
		SP:Iteration 94Q (71227.360000 sec): 3 clusters
  Score: Raw -3159694.149768 + Penalty 3330.426857 = -3156363.722911
  nChanged 13
		SP:Iteration 95Q (71227.640000 sec): 3 clusters
  Score: Raw -3159698.551334 + Penalty 3330.426857 = -3156368.124477
  nChanged 6
		SP:Iteration 96Q (71228.000000 sec): 3 clusters
  Score: Raw -3159700.514979 + Penalty 3330.426857 = -3156370.088122
  nChanged 8
		SP:Iteration 97Q (71228.320000 sec): 3 clusters
  Score: Raw -3159703.699131 + Penalty 3330.426857 = -3156373.272274
  nChanged 4
		SP:Iteration 98Q (71228.600000 sec): 3 clusters
  Score: Raw -3159704.277888 + Penalty 3330.426857 = -3156373.851031
  nChanged 0
		SP:Iteration 99F (71228.940000 sec): 3 clusters
  Score: Raw -3159704.511527 + Penalty 3330.426857 = -3156374.084670
  nChanged 1
		SP:Iteration 100F (71229.350000 sec): 3 clusters
  Score: Raw -3159704.914437 + Penalty 3330.426857 = -3156374.487581
  nChanged 2
		SP:Iteration 101Q (71229.630000 sec): 3 clusters
  Score: Raw -3159705.323178 + Penalty 3330.426857 = -3156374.896321
  nChanged 4
		SP:Iteration 102Q (71230.000000 sec): 3 clusters
  Score: Raw -3159706.774465 + Penalty 3330.426857 = -3156376.347608
  nChanged 4
		SP:Iteration 103Q (71230.290000 sec): 3 clusters
  Score: Raw -3159707.539599 + Penalty 3330.426857 = -3156377.112742
  nChanged 1
		SP:Iteration 104Q (71230.650000 sec): 3 clusters
  Score: Raw -3159707.618419 + Penalty 3330.426857 = -3156377.191562
  nChanged 0
		SP:Iteration 105F (71230.930000 sec): 3 clusters
  Score: Raw -3159707.618419 + Penalty 3330.426857 = -3156377.191562
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (21221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71231.150000 sec): 2 clusters
  Score: Raw -2599789.426452 + Penalty 1618.946312 = -2598170.480139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71231.500000 sec): 3 clusters
  Score: Raw -2586951.817437 + Penalty 3237.892624 = -2583713.924813
  nChanged 9671
		SP:Iteration 1F (71231.790000 sec): 3 clusters
  Score: Raw -2592533.599176 + Penalty 3237.892624 = -2589295.706552
  nChanged 1375
		SP:Iteration 2F (71232.090000 sec): 3 clusters
  Score: Raw -2593253.363659 + Penalty 3237.892624 = -2590015.471035
  nChanged 1507
		SP:Iteration 3F (71232.430000 sec): 3 clusters
  Score: Raw -2594266.355924 + Penalty 3237.892624 = -2591028.463300
  nChanged 1648
		SP:Iteration 4F (71232.730000 sec): 3 clusters
  Score: Raw -2595607.563040 + Penalty 3237.892624 = -2592369.670416
  nChanged 1680
		SP:Iteration 5F (71233.040000 sec): 3 clusters
  Score: Raw -2597060.591407 + Penalty 3237.892624 = -2593822.698782
  nChanged 1456
		SP:Iteration 6F (71233.340000 sec): 3 clusters
  Score: Raw -2598330.743284 + Penalty 3237.892624 = -2595092.850660
  nChanged 1150
		SP:Iteration 7F (71233.660000 sec): 3 clusters
  Score: Raw -2599243.148338 + Penalty 3237.892624 = -2596005.255714
  nChanged 825
		SP:Iteration 8Q (71233.990000 sec): 3 clusters
  Score: Raw -2599853.548913 + Penalty 3237.892624 = -2596615.656288
  nChanged 650
		SP:Iteration 9Q (71234.310000 sec): 3 clusters
  Score: Raw -2600341.954682 + Penalty 3237.892624 = -2597104.062058
  nChanged 544
		SP:Iteration 10Q (71234.610000 sec): 3 clusters
  Score: Raw -2600742.763155 + Penalty 3237.892624 = -2597504.870531
  nChanged 451
		SP:Iteration 11Q (71234.970000 sec): 3 clusters
  Score: Raw -2601054.741481 + Penalty 3237.892624 = -2597816.848856
  nChanged 331
		SP:Iteration 12Q (71235.290000 sec): 3 clusters
  Score: Raw -2601247.334326 + Penalty 3237.892624 = -2598009.441702
  nChanged 244
		SP:Iteration 13Q (71235.610000 sec): 3 clusters
  Score: Raw -2601360.897187 + Penalty 3237.892624 = -2598123.004563
  nChanged 157
		SP:Iteration 14Q (71235.970000 sec): 3 clusters
  Score: Raw -2601414.989481 + Penalty 3237.892624 = -2598177.096856
  nChanged 112
		SP:Iteration 15Q (71236.310000 sec): 3 clusters
  Score: Raw -2601446.576844 + Penalty 3237.892624 = -2598208.684219
  nChanged 84
		SP:Iteration 16Q (71236.640000 sec): 3 clusters
  Score: Raw -2601473.655009 + Penalty 3237.892624 = -2598235.762384
  nChanged 88
		SP:Iteration 17Q (71236.890000 sec): 3 clusters
  Score: Raw -2601498.149677 + Penalty 3237.892624 = -2598260.257053
  nChanged 72
		SP:Iteration 18Q (71237.190000 sec): 3 clusters
  Score: Raw -2601515.745848 + Penalty 3237.892624 = -2598277.853224
  nChanged 49
		SP:Iteration 19Q (71237.530000 sec): 3 clusters
  Score: Raw -2601526.241538 + Penalty 3237.892624 = -2598288.348913
  nChanged 47
		SP:Iteration 20F (71237.850000 sec): 3 clusters
  Score: Raw -2601532.376252 + Penalty 3237.892624 = -2598294.483628
  nChanged 24
		SP:Iteration 21Q (71238.120000 sec): 3 clusters
  Score: Raw -2601536.497064 + Penalty 3237.892624 = -2598298.604439
  nChanged 24
		SP:Iteration 22Q (71238.430000 sec): 3 clusters
  Score: Raw -2601539.964154 + Penalty 3237.892624 = -2598302.071529
  nChanged 27
		SP:Iteration 23Q (71238.670000 sec): 3 clusters
  Score: Raw -2601543.291753 + Penalty 3237.892624 = -2598305.399128
  nChanged 21
		SP:Iteration 24Q (71238.930000 sec): 3 clusters
  Score: Raw -2601545.699619 + Penalty 3237.892624 = -2598307.806994
  nChanged 13
		SP:Iteration 25Q (71239.200000 sec): 3 clusters
  Score: Raw -2601547.317435 + Penalty 3237.892624 = -2598309.424810
  nChanged 15
		SP:Iteration 26Q (71239.430000 sec): 3 clusters
  Score: Raw -2601548.714622 + Penalty 3237.892624 = -2598310.821998
  nChanged 16
		SP:Iteration 27Q (71239.700000 sec): 3 clusters
  Score: Raw -2601551.126047 + Penalty 3237.892624 = -2598313.233423
  nChanged 13
		SP:Iteration 28Q (71239.980000 sec): 3 clusters
  Score: Raw -2601553.007946 + Penalty 3237.892624 = -2598315.115321
  nChanged 15
		SP:Iteration 29Q (71240.270000 sec): 3 clusters
  Score: Raw -2601555.037795 + Penalty 3237.892624 = -2598317.145171
  nChanged 19
		SP:Iteration 30Q (71240.540000 sec): 3 clusters
  Score: Raw -2601556.957302 + Penalty 3237.892624 = -2598319.064677
  nChanged 9
		SP:Iteration 31Q (71240.880000 sec): 3 clusters
  Score: Raw -2601557.812372 + Penalty 3237.892624 = -2598319.919748
  nChanged 15
		SP:Iteration 32Q (71241.150000 sec): 3 clusters
  Score: Raw -2601559.915951 + Penalty 3237.892624 = -2598322.023327
  nChanged 12
		SP:Iteration 33Q (71241.450000 sec): 3 clusters
  Score: Raw -2601561.864579 + Penalty 3237.892624 = -2598323.971955
  nChanged 14
		SP:Iteration 34Q (71241.790000 sec): 3 clusters
  Score: Raw -2601563.840581 + Penalty 3237.892624 = -2598325.947957
  nChanged 14
		SP:Iteration 35Q (71242.120000 sec): 3 clusters
  Score: Raw -2601565.134610 + Penalty 3237.892624 = -2598327.241986
  nChanged 10
		SP:Iteration 36Q (71242.440000 sec): 3 clusters
  Score: Raw -2601565.957771 + Penalty 3237.892624 = -2598328.065146
  nChanged 5
		SP:Iteration 37Q (71242.800000 sec): 3 clusters
  Score: Raw -2601566.335737 + Penalty 3237.892624 = -2598328.443113
  nChanged 1
		SP:Iteration 38Q (71243.170000 sec): 3 clusters
  Score: Raw -2601566.486732 + Penalty 3237.892624 = -2598328.594108
  nChanged 3
		SP:Iteration 39Q (71243.500000 sec): 3 clusters
  Score: Raw -2601566.808494 + Penalty 3237.892624 = -2598328.915870
  nChanged 3
		SP:Iteration 40F (71243.770000 sec): 3 clusters
  Score: Raw -2601567.111517 + Penalty 3237.892624 = -2598329.218892
  nChanged 1
		SP:Iteration 41Q (71244.050000 sec): 3 clusters
  Score: Raw -2601567.225643 + Penalty 3237.892624 = -2598329.333018
  nChanged 2
		SP:Iteration 42Q (71244.350000 sec): 3 clusters
  Score: Raw -2601567.407874 + Penalty 3237.892624 = -2598329.515249
  nChanged 3
		SP:Iteration 43Q (71244.590000 sec): 3 clusters
  Score: Raw -2601567.607461 + Penalty 3237.892624 = -2598329.714836
  nChanged 1
		SP:Iteration 44Q (71244.890000 sec): 3 clusters
  Score: Raw -2601567.661060 + Penalty 3237.892624 = -2598329.768436
  nChanged 0
		SP:Iteration 45F (71245.200000 sec): 3 clusters
  Score: Raw -2601567.661060 + Penalty 3237.892624 = -2598329.768436
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71245.330000 sec): 2 clusters
  Score: Raw -25270.642176 + Penalty 904.855982 = -24365.786194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71245.480000 sec): 3 clusters
  Score: Raw -25387.039276 + Penalty 1809.711964 = -23577.327312
  nChanged 53
		SP:Iteration 1F (71245.650000 sec): 3 clusters
  Score: Raw -25522.727640 + Penalty 1809.711964 = -23713.015676
  nChanged 20
		SP:Iteration 2F (71245.840000 sec): 3 clusters
  Score: Raw -25600.795912 + Penalty 1809.711964 = -23791.083948
  nChanged 9
		SP:Iteration 3Q (71245.960000 sec): 3 clusters
  Score: Raw -25642.541705 + Penalty 1809.711964 = -23832.829741
  nChanged 8
		SP:Iteration 4Q (71246.120000 sec): 3 clusters
  Score: Raw -25697.041125 + Penalty 1809.711964 = -23887.329162
  nChanged 5
		SP:Iteration 5Q (71246.240000 sec): 3 clusters
  Score: Raw -25714.241094 + Penalty 1809.711964 = -23904.529130
  nChanged 1
		SP:Iteration 6Q (71246.410000 sec): 3 clusters
  Score: Raw -25717.944353 + Penalty 1809.711964 = -23908.232389
  nChanged 2
		SP:Iteration 7Q (71246.560000 sec): 3 clusters
  Score: Raw -25724.713265 + Penalty 1809.711964 = -23915.001301
  nChanged 2
		SP:Iteration 8Q (71246.750000 sec): 3 clusters
  Score: Raw -25732.527615 + Penalty 1809.711964 = -23922.815651
  nChanged 5
		SP:Iteration 9Q (71246.890000 sec): 3 clusters
  Score: Raw -25755.372093 + Penalty 1809.711964 = -23945.660129
  nChanged 3
		SP:Iteration 10Q (71247.040000 sec): 3 clusters
  Score: Raw -25771.314857 + Penalty 1809.711964 = -23961.602893
  nChanged 5
		SP:Iteration 11Q (71247.190000 sec): 3 clusters
  Score: Raw -25797.347564 + Penalty 1809.711964 = -23987.635600
  nChanged 4
		SP:Iteration 12Q (71247.370000 sec): 3 clusters
  Score: Raw -25817.366992 + Penalty 1809.711964 = -24007.655028
  nChanged 1
		SP:Iteration 13Q (71247.550000 sec): 3 clusters
  Score: Raw -25820.649928 + Penalty 1809.711964 = -24010.937964
  nChanged 2
		SP:Iteration 14Q (71247.700000 sec): 3 clusters
  Score: Raw -25830.880553 + Penalty 1809.711964 = -24021.168589
  nChanged 2
		SP:Iteration 15Q (71247.870000 sec): 3 clusters
  Score: Raw -25837.156684 + Penalty 1809.711964 = -24027.444720
  nChanged 0
		SP:Iteration 16F (71248.070000 sec): 3 clusters
  Score: Raw -25837.156684 + Penalty 1809.711964 = -24027.444720
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71248.260000 sec): 2 clusters
  Score: Raw -1796885.755475 + Penalty 1561.514145 = -1795324.241331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71248.540000 sec): 3 clusters
  Score: Raw -1787996.714758 + Penalty 3123.028290 = -1784873.686468
  nChanged 6640
		SP:Iteration 1F (71248.770000 sec): 3 clusters
  Score: Raw -1791795.606975 + Penalty 3123.028290 = -1788672.578685
  nChanged 886
		SP:Iteration 2F (71249.070000 sec): 3 clusters
  Score: Raw -1792200.182824 + Penalty 3123.028290 = -1789077.154535
  nChanged 837
		SP:Iteration 3F (71249.290000 sec): 3 clusters
  Score: Raw -1792630.236558 + Penalty 3123.028290 = -1789507.208269
  nChanged 795
		SP:Iteration 4F (71249.580000 sec): 3 clusters
  Score: Raw -1793105.065587 + Penalty 3123.028290 = -1789982.037297
  nChanged 839
		SP:Iteration 5F (71249.850000 sec): 3 clusters
  Score: Raw -1793668.129974 + Penalty 3123.028290 = -1790545.101684
  nChanged 862
		SP:Iteration 6F (71250.100000 sec): 3 clusters
  Score: Raw -1794284.724624 + Penalty 3123.028290 = -1791161.696335
  nChanged 829
		SP:Iteration 7F (71250.370000 sec): 3 clusters
  Score: Raw -1794904.735246 + Penalty 3123.028290 = -1791781.706956
  nChanged 746
		SP:Iteration 8F (71250.620000 sec): 3 clusters
  Score: Raw -1795444.579744 + Penalty 3123.028290 = -1792321.551455
  nChanged 590
		SP:Iteration 9Q (71250.930000 sec): 3 clusters
  Score: Raw -1795776.070535 + Penalty 3123.028290 = -1792653.042246
  nChanged 423
		SP:Iteration 10Q (71251.180000 sec): 3 clusters
  Score: Raw -1795981.654389 + Penalty 3123.028290 = -1792858.626099
  nChanged 320
		SP:Iteration 11Q (71251.460000 sec): 3 clusters
  Score: Raw -1796132.195065 + Penalty 3123.028290 = -1793009.166776
  nChanged 295
		SP:Iteration 12Q (71251.720000 sec): 3 clusters
  Score: Raw -1796294.466003 + Penalty 3123.028290 = -1793171.437714
  nChanged 291
		SP:Iteration 13Q (71251.950000 sec): 3 clusters
  Score: Raw -1796474.415368 + Penalty 3123.028290 = -1793351.387078
  nChanged 327
		SP:Iteration 14Q (71252.170000 sec): 3 clusters
  Score: Raw -1796701.179838 + Penalty 3123.028290 = -1793578.151548
  nChanged 302
		SP:Iteration 15Q (71252.420000 sec): 3 clusters
  Score: Raw -1796911.561334 + Penalty 3123.028290 = -1793788.533044
  nChanged 275
		SP:Iteration 16Q (71252.660000 sec): 3 clusters
  Score: Raw -1797103.775482 + Penalty 3123.028290 = -1793980.747192
  nChanged 221
		SP:Iteration 17Q (71252.940000 sec): 3 clusters
  Score: Raw -1797257.546473 + Penalty 3123.028290 = -1794134.518183
  nChanged 208
		SP:Iteration 18Q (71253.200000 sec): 3 clusters
  Score: Raw -1797366.254208 + Penalty 3123.028290 = -1794243.225919
  nChanged 180
		SP:Iteration 19Q (71253.440000 sec): 3 clusters
  Score: Raw -1797450.002548 + Penalty 3123.028290 = -1794326.974258
  nChanged 155
		SP:Iteration 20F (71253.760000 sec): 3 clusters
  Score: Raw -1797509.157048 + Penalty 3123.028290 = -1794386.128758
  nChanged 130
		SP:Iteration 21Q (71253.990000 sec): 3 clusters
  Score: Raw -1797558.041045 + Penalty 3123.028290 = -1794435.012755
  nChanged 115
		SP:Iteration 22Q (71254.230000 sec): 3 clusters
  Score: Raw -1797598.682817 + Penalty 3123.028290 = -1794475.654527
  nChanged 87
		SP:Iteration 23Q (71254.450000 sec): 3 clusters
  Score: Raw -1797623.879203 + Penalty 3123.028290 = -1794500.850913
  nChanged 74
		SP:Iteration 24Q (71254.680000 sec): 3 clusters
  Score: Raw -1797642.802288 + Penalty 3123.028290 = -1794519.773998
  nChanged 50
		SP:Iteration 25Q (71254.960000 sec): 3 clusters
  Score: Raw -1797652.575944 + Penalty 3123.028290 = -1794529.547654
  nChanged 39
		SP:Iteration 26Q (71255.210000 sec): 3 clusters
  Score: Raw -1797660.247910 + Penalty 3123.028290 = -1794537.219620
  nChanged 25
		SP:Iteration 27Q (71255.460000 sec): 3 clusters
  Score: Raw -1797665.196357 + Penalty 3123.028290 = -1794542.168068
  nChanged 29
		SP:Iteration 28Q (71255.680000 sec): 3 clusters
  Score: Raw -1797670.514141 + Penalty 3123.028290 = -1794547.485851
  nChanged 24
		SP:Iteration 29Q (71255.900000 sec): 3 clusters
  Score: Raw -1797674.367187 + Penalty 3123.028290 = -1794551.338898
  nChanged 20
		SP:Iteration 30Q (71256.110000 sec): 3 clusters
  Score: Raw -1797677.113078 + Penalty 3123.028290 = -1794554.084789
  nChanged 15
		SP:Iteration 31Q (71256.400000 sec): 3 clusters
  Score: Raw -1797679.209576 + Penalty 3123.028290 = -1794556.181287
  nChanged 15
		SP:Iteration 32Q (71256.630000 sec): 3 clusters
  Score: Raw -1797680.978283 + Penalty 3123.028290 = -1794557.949994
  nChanged 10
		SP:Iteration 33Q (71256.850000 sec): 3 clusters
  Score: Raw -1797682.558066 + Penalty 3123.028290 = -1794559.529777
  nChanged 8
		SP:Iteration 34Q (71257.090000 sec): 3 clusters
  Score: Raw -1797683.454706 + Penalty 3123.028290 = -1794560.426417
  nChanged 9
		SP:Iteration 35Q (71257.340000 sec): 3 clusters
  Score: Raw -1797684.371955 + Penalty 3123.028290 = -1794561.343665
  nChanged 12
		SP:Iteration 36Q (71257.610000 sec): 3 clusters
  Score: Raw -1797685.535825 + Penalty 3123.028290 = -1794562.507536
  nChanged 9
		SP:Iteration 37Q (71257.890000 sec): 3 clusters
  Score: Raw -1797686.469371 + Penalty 3123.028290 = -1794563.441081
  nChanged 6
		SP:Iteration 38Q (71258.080000 sec): 3 clusters
  Score: Raw -1797687.166447 + Penalty 3123.028290 = -1794564.138157
  nChanged 5
		SP:Iteration 39Q (71258.380000 sec): 3 clusters
  Score: Raw -1797687.908193 + Penalty 3123.028290 = -1794564.879904
  nChanged 10
		SP:Iteration 40F (71258.620000 sec): 3 clusters
  Score: Raw -1797689.218401 + Penalty 3123.028290 = -1794566.190111
  nChanged 10
		SP:Iteration 41Q (71258.850000 sec): 3 clusters
  Score: Raw -1797690.262334 + Penalty 3123.028290 = -1794567.234044
  nChanged 8
		SP:Iteration 42Q (71259.060000 sec): 3 clusters
  Score: Raw -1797691.074786 + Penalty 3123.028290 = -1794568.046497
  nChanged 3
		SP:Iteration 43Q (71259.340000 sec): 3 clusters
  Score: Raw -1797691.451165 + Penalty 3123.028290 = -1794568.422875
  nChanged 4
		SP:Iteration 44Q (71259.650000 sec): 3 clusters
  Score: Raw -1797691.902816 + Penalty 3123.028290 = -1794568.874526
  nChanged 6
		SP:Iteration 45Q (71259.860000 sec): 3 clusters
  Score: Raw -1797692.303435 + Penalty 3123.028290 = -1794569.275145
  nChanged 4
		SP:Iteration 46Q (71260.090000 sec): 3 clusters
  Score: Raw -1797692.472809 + Penalty 3123.028290 = -1794569.444519
  nChanged 2
		SP:Iteration 47Q (71260.360000 sec): 3 clusters
  Score: Raw -1797692.625518 + Penalty 3123.028290 = -1794569.597228
  nChanged 3
		SP:Iteration 48Q (71260.590000 sec): 3 clusters
  Score: Raw -1797692.929552 + Penalty 3123.028290 = -1794569.901262
  nChanged 4
		SP:Iteration 49Q (71260.890000 sec): 3 clusters
  Score: Raw -1797693.296269 + Penalty 3123.028290 = -1794570.267979
  nChanged 3
		SP:Iteration 50Q (71261.120000 sec): 3 clusters
  Score: Raw -1797693.661378 + Penalty 3123.028290 = -1794570.633088
  nChanged 3
		SP:Iteration 51Q (71261.450000 sec): 3 clusters
  Score: Raw -1797694.270786 + Penalty 3123.028290 = -1794571.242497
  nChanged 6
		SP:Iteration 52Q (71261.660000 sec): 3 clusters
  Score: Raw -1797695.404993 + Penalty 3123.028290 = -1794572.376703
  nChanged 9
		SP:Iteration 53Q (71261.900000 sec): 3 clusters
  Score: Raw -1797696.594322 + Penalty 3123.028290 = -1794573.566032
  nChanged 6
		SP:Iteration 54Q (71262.160000 sec): 3 clusters
  Score: Raw -1797697.609807 + Penalty 3123.028290 = -1794574.581518
  nChanged 8
		SP:Iteration 55Q (71262.430000 sec): 3 clusters
  Score: Raw -1797698.372365 + Penalty 3123.028290 = -1794575.344075
  nChanged 5
		SP:Iteration 56Q (71262.660000 sec): 3 clusters
  Score: Raw -1797698.869934 + Penalty 3123.028290 = -1794575.841644
  nChanged 6
		SP:Iteration 57Q (71262.930000 sec): 3 clusters
  Score: Raw -1797699.310874 + Penalty 3123.028290 = -1794576.282584
  nChanged 2
		SP:Iteration 58Q (71263.190000 sec): 3 clusters
  Score: Raw -1797699.620017 + Penalty 3123.028290 = -1794576.591728
  nChanged 3
		SP:Iteration 59Q (71263.450000 sec): 3 clusters
  Score: Raw -1797699.943685 + Penalty 3123.028290 = -1794576.915395
  nChanged 6
		SP:Iteration 60F (71263.760000 sec): 3 clusters
  Score: Raw -1797700.562643 + Penalty 3123.028290 = -1794577.534354
  nChanged 1
		SP:Iteration 61Q (71264.030000 sec): 3 clusters
  Score: Raw -1797700.609404 + Penalty 3123.028290 = -1794577.581115
  nChanged 0
		SP:Iteration 62F (71264.330000 sec): 3 clusters
  Score: Raw -1797700.609404 + Penalty 3123.028290 = -1794577.581115
  nChanged 0
Iteration 99Q (71361.750000 sec): 57 clusters
  Score: Raw -223588958.464883 + Penalty 131636.165892 = -223457322.298990
  nChanged 6546
Iteration 100F (71519.490000 sec): 57 clusters
  Score: Raw -223593029.507521 + Penalty 131636.165892 = -223461393.341629
  nChanged 6192
Iteration 101Q (71614.380000 sec): 57 clusters
  Score: Raw -223596879.647119 + Penalty 131636.165892 = -223465243.481227
  nChanged 4898
Iteration 102Q (71712.550000 sec): 57 clusters
  Score: Raw -223597743.741157 + Penalty 131636.165892 = -223466107.575264
  nChanged 4247
Iteration 103Q (71808.820000 sec): 57 clusters
  Score: Raw -223598417.020141 + Penalty 131636.165892 = -223466780.854249
  nChanged 3734
Iteration 104Q (71899.980000 sec): 57 clusters
  Score: Raw -223598867.122062 + Penalty 131636.165892 = -223467230.956170
  nChanged 3282
Iteration 105Q (71994.910000 sec): 57 clusters
  Score: Raw -223599235.650117 + Penalty 131636.165892 = -223467599.484225
  nChanged 3157
Iteration 106Q (72086.680000 sec): 57 clusters
  Score: Raw -223599583.849493 + Penalty 131636.165892 = -223467947.683601
  nChanged 2944
Iteration 107Q (72182.490000 sec): 57 clusters
  Score: Raw -223599894.781380 + Penalty 131636.165892 = -223468258.615488
  nChanged 2875
Iteration 108Q (72282.100000 sec): 57 clusters
  Score: Raw -223600178.481347 + Penalty 131636.165892 = -223468542.315455
  nChanged 2732
Iteration 109Q (72385.980000 sec): 57 clusters
  Score: Raw -223600456.747504 + Penalty 131636.165892 = -223468820.581612
  nChanged 2599
Iteration 110Q (72473.980000 sec): 57 clusters
  Score: Raw -223600714.751157 + Penalty 131636.165892 = -223469078.585265
  nChanged 2470
Iteration 111Q (72557.170000 sec): 57 clusters
  Score: Raw -223600962.911912 + Penalty 131636.165892 = -223469326.746019
  nChanged 2578
Iteration 112Q (72655.790000 sec): 57 clusters
  Score: Raw -223601220.369492 + Penalty 131636.165892 = -223469584.203600
  nChanged 2572
Iteration 113Q (72760.260000 sec): 57 clusters
  Score: Raw -223601462.273080 + Penalty 131636.165892 = -223469826.107188
  nChanged 2429
Iteration 114Q (72856.260000 sec): 57 clusters
  Score: Raw -223601686.204349 + Penalty 131636.165892 = -223470050.038457
  nChanged 2244
Iteration 115Q (72950.260000 sec): 57 clusters
  Score: Raw -223601890.020796 + Penalty 131636.165892 = -223470253.854904
  nChanged 2174
Iteration 116Q (73037.730000 sec): 57 clusters
  Score: Raw -223602067.707482 + Penalty 131636.165892 = -223470431.541590
  nChanged 1989
Iteration 117Q (73138.300000 sec): 57 clusters
  Score: Raw -223602234.239417 + Penalty 131636.165892 = -223470598.073525
  nChanged 1905
Iteration 118Q (73238.220000 sec): 57 clusters
  Score: Raw -223602394.052487 + Penalty 131636.165892 = -223470757.886595
  nChanged 1828
Iteration 119Q (73339.050000 sec): 57 clusters
  Score: Raw -223602546.920371 + Penalty 131636.165892 = -223470910.754479
  nChanged 1765
Iteration 120F (73511.970000 sec): 57 clusters
  Score: Raw -223606940.586541 + Penalty 131636.165892 = -223475304.420649
  nChanged 1818
Iteration 121Q (73604.750000 sec): 57 clusters
  Score: Raw -223608904.841002 + Penalty 131636.165892 = -223477268.675110
  nChanged 1738
Iteration 122Q (73696.780000 sec): 57 clusters
  Score: Raw -223609141.345073 + Penalty 131636.165892 = -223477505.179181
  nChanged 1755
Iteration 123Q (73794.360000 sec): 57 clusters
  Score: Raw -223609292.090606 + Penalty 131636.165892 = -223477655.924714
  nChanged 1670
Iteration 124Q (73896.230000 sec): 57 clusters
  Score: Raw -223609467.487887 + Penalty 131636.165892 = -223477831.321994
  nChanged 1673
Iteration 125Q (74001.730000 sec): 57 clusters
  Score: Raw -223609682.215565 + Penalty 131636.165892 = -223478046.049673
  nChanged 1684
Iteration 126Q (74106.990000 sec): 57 clusters
  Score: Raw -223609854.039620 + Penalty 131636.165892 = -223478217.873728
  nChanged 1608
Iteration 127Q (74204.590000 sec): 57 clusters
  Score: Raw -223610004.604689 + Penalty 131636.165892 = -223478368.438797
  nChanged 1566
Iteration 128Q (74294.780000 sec): 57 clusters
  Score: Raw -223610135.249764 + Penalty 131636.165892 = -223478499.083872
  nChanged 1518
Iteration 129Q (74382.060000 sec): 57 clusters
  Score: Raw -223610267.087805 + Penalty 131636.165892 = -223478630.921913
  nChanged 1477
Iteration 130Q (74483.770000 sec): 57 clusters
  Score: Raw -223610369.188224 + Penalty 131636.165892 = -223478733.022331
  nChanged 1486
Iteration 131Q (74583.790000 sec): 57 clusters
  Score: Raw -223610477.357891 + Penalty 131636.165892 = -223478841.191998
  nChanged 1471
Iteration 132Q (74687.200000 sec): 57 clusters
  Score: Raw -223610585.197807 + Penalty 131636.165892 = -223478949.031914
  nChanged 1459
Iteration 133Q (74791.100000 sec): 57 clusters
  Score: Raw -223610700.854680 + Penalty 131636.165892 = -223479064.688788
  nChanged 1438
Iteration 134Q (74887.630000 sec): 57 clusters
  Score: Raw -223610817.810182 + Penalty 131636.165892 = -223479181.644290
  nChanged 1463
Iteration 135Q (74973.960000 sec): 57 clusters
  Score: Raw -223610945.243736 + Penalty 131636.165892 = -223479309.077844
  nChanged 1560
Iteration 136Q (75072.620000 sec): 57 clusters
  Score: Raw -223611076.322375 + Penalty 131636.165892 = -223479440.156482
  nChanged 1607
Iteration 137Q (75171.740000 sec): 57 clusters
  Score: Raw -223611212.140829 + Penalty 131636.165892 = -223479575.974937
  nChanged 1565
Iteration 138Q (75266.100000 sec): 57 clusters
  Score: Raw -223611339.908740 + Penalty 131636.165892 = -223479703.742847
  nChanged 1513
Writing temp clu file 
Because OldScore, -223479575.974937, is greater than current (better) Score,-223479703.742847 
 Compute initial score before splitting:   Score: Raw -223611339.908740 + Penalty 131636.165892 = -223479703.742847
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (349502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75268.310000 sec): 2 clusters
  Score: Raw -41872301.029554 + Penalty 2074.192992 = -41870226.836563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75269.830000 sec): 3 clusters
  Score: Raw -41637811.681450 + Penalty 4148.385983 = -41633663.295467
  nChanged 171038
		SP:Iteration 1F (75271.420000 sec): 3 clusters
  Score: Raw -41742736.672536 + Penalty 4148.385983 = -41738588.286553
  nChanged 12923
		SP:Iteration 2Q (75273.250000 sec): 3 clusters
  Score: Raw -41746739.688673 + Penalty 4148.385983 = -41742591.302690
  nChanged 16724
		SP:Iteration 3Q (75275.070000 sec): 3 clusters
  Score: Raw -41753731.301844 + Penalty 4148.385983 = -41749582.915861
  nChanged 21894
		SP:Iteration 4F (75276.900000 sec): 3 clusters
  Score: Raw -41765689.141614 + Penalty 4148.385983 = -41761540.755631
  nChanged 26413
		SP:Iteration 5F (75278.660000 sec): 3 clusters
  Score: Raw -41783136.122220 + Penalty 4148.385983 = -41778987.736237
  nChanged 27716
		SP:Iteration 6F (75280.310000 sec): 3 clusters
  Score: Raw -41803864.198007 + Penalty 4148.385983 = -41799715.812024
  nChanged 25639
		SP:Iteration 7F (75281.820000 sec): 3 clusters
  Score: Raw -41825049.138403 + Penalty 4148.385983 = -41820900.752420
  nChanged 21333
		SP:Iteration 8F (75283.380000 sec): 3 clusters
  Score: Raw -41844120.628086 + Penalty 4148.385983 = -41839972.242103
  nChanged 15465
		SP:Iteration 9Q (75284.910000 sec): 3 clusters
  Score: Raw -41858299.014608 + Penalty 4148.385983 = -41854150.628625
  nChanged 9070
		SP:Iteration 10Q (75286.480000 sec): 3 clusters
  Score: Raw -41866403.503588 + Penalty 4148.385983 = -41862255.117605
  nChanged 4420
		SP:Iteration 11Q (75287.950000 sec): 3 clusters
  Score: Raw -41870100.445705 + Penalty 4148.385983 = -41865952.059722
  nChanged 1861
		SP:Iteration 12Q (75289.310000 sec): 3 clusters
  Score: Raw -41871541.044283 + Penalty 4148.385983 = -41867392.658300
  nChanged 800
		SP:Iteration 13Q (75290.740000 sec): 3 clusters
  Score: Raw -41872132.560904 + Penalty 4148.385983 = -41867984.174921
  nChanged 385
		SP:Iteration 14Q (75292.140000 sec): 3 clusters
  Score: Raw -41872407.501252 + Penalty 4148.385983 = -41868259.115269
  nChanged 218
		SP:Iteration 15Q (75293.520000 sec): 3 clusters
  Score: Raw -41872546.962588 + Penalty 4148.385983 = -41868398.576605
  nChanged 161
		SP:Iteration 16Q (75294.970000 sec): 3 clusters
  Score: Raw -41872644.221318 + Penalty 4148.385983 = -41868495.835335
  nChanged 123
		SP:Iteration 17Q (75296.610000 sec): 3 clusters
  Score: Raw -41872721.482419 + Penalty 4148.385983 = -41868573.096436
  nChanged 102
		SP:Iteration 18Q (75298.220000 sec): 3 clusters
  Score: Raw -41872789.996040 + Penalty 4148.385983 = -41868641.610057
  nChanged 98
		SP:Iteration 19Q (75299.680000 sec): 3 clusters
  Score: Raw -41872850.990681 + Penalty 4148.385983 = -41868702.604698
  nChanged 101
		SP:Iteration 20F (75301.360000 sec): 3 clusters
  Score: Raw -41872918.511680 + Penalty 4148.385983 = -41868770.125697
  nChanged 111
		SP:Iteration 21Q (75302.850000 sec): 3 clusters
  Score: Raw -41872992.044955 + Penalty 4148.385983 = -41868843.658972
  nChanged 129
		SP:Iteration 22Q (75304.280000 sec): 3 clusters
  Score: Raw -41873089.255048 + Penalty 4148.385983 = -41868940.869065
  nChanged 136
		SP:Iteration 23Q (75305.660000 sec): 3 clusters
  Score: Raw -41873184.319182 + Penalty 4148.385983 = -41869035.933199
  nChanged 133
		SP:Iteration 24Q (75307.070000 sec): 3 clusters
  Score: Raw -41873279.665381 + Penalty 4148.385983 = -41869131.279398
  nChanged 142
		SP:Iteration 25Q (75308.480000 sec): 3 clusters
  Score: Raw -41873375.161068 + Penalty 4148.385983 = -41869226.775085
  nChanged 153
		SP:Iteration 26Q (75309.840000 sec): 3 clusters
  Score: Raw -41873492.451483 + Penalty 4148.385983 = -41869344.065500
  nChanged 187
		SP:Iteration 27Q (75311.200000 sec): 3 clusters
  Score: Raw -41873640.190249 + Penalty 4148.385983 = -41869491.804266
  nChanged 230
		SP:Iteration 28Q (75312.530000 sec): 3 clusters
  Score: Raw -41873819.423864 + Penalty 4148.385983 = -41869671.037881
  nChanged 257
		SP:Iteration 29Q (75313.830000 sec): 3 clusters
  Score: Raw -41874008.554487 + Penalty 4148.385983 = -41869860.168504
  nChanged 258
		SP:Iteration 30Q (75315.130000 sec): 3 clusters
  Score: Raw -41874206.243966 + Penalty 4148.385983 = -41870057.857983
  nChanged 287
		SP:Iteration 31Q (75316.500000 sec): 3 clusters
  Score: Raw -41874406.189728 + Penalty 4148.385983 = -41870257.803745
  nChanged 257
		SP:Iteration 32Q (75317.910000 sec): 3 clusters
  Score: Raw -41874564.798042 + Penalty 4148.385983 = -41870416.412059
  nChanged 238
		SP:Iteration 33Q (75319.220000 sec): 3 clusters
  Score: Raw -41874721.396011 + Penalty 4148.385983 = -41870573.010028
  nChanged 203
		SP:Iteration 34Q (75320.640000 sec): 3 clusters
  Score: Raw -41874825.569383 + Penalty 4148.385983 = -41870677.183400
  nChanged 130
		SP:Iteration 35Q (75322.040000 sec): 3 clusters
  Score: Raw -41874878.804773 + Penalty 4148.385983 = -41870730.418790
  nChanged 96
		SP:Iteration 36Q (75323.310000 sec): 3 clusters
  Score: Raw -41874906.432169 + Penalty 4148.385983 = -41870758.046186
  nChanged 70
		SP:Iteration 37Q (75324.630000 sec): 3 clusters
  Score: Raw -41874922.379253 + Penalty 4148.385983 = -41870773.993270
  nChanged 38
		SP:Iteration 38Q (75326.020000 sec): 3 clusters
  Score: Raw -41874931.997642 + Penalty 4148.385983 = -41870783.611659
  nChanged 28
		SP:Iteration 39Q (75327.290000 sec): 3 clusters
  Score: Raw -41874937.246715 + Penalty 4148.385983 = -41870788.860732
  nChanged 20
		SP:Iteration 40F (75328.890000 sec): 3 clusters
  Score: Raw -41875159.025352 + Penalty 4148.385983 = -41871010.639369
  nChanged 288
		SP:Iteration 41Q (75330.210000 sec): 3 clusters
  Score: Raw -41875362.729312 + Penalty 4148.385983 = -41871214.343329
  nChanged 296
		SP:Iteration 42Q (75331.520000 sec): 3 clusters
  Score: Raw -41875512.392895 + Penalty 4148.385983 = -41871364.006912
  nChanged 255
		SP:Iteration 43Q (75332.910000 sec): 3 clusters
  Score: Raw -41875627.366492 + Penalty 4148.385983 = -41871478.980509
  nChanged 255
		SP:Iteration 44Q (75334.300000 sec): 3 clusters
  Score: Raw -41875733.605420 + Penalty 4148.385983 = -41871585.219437
  nChanged 235
		SP:Iteration 45Q (75335.680000 sec): 3 clusters
  Score: Raw -41875817.048660 + Penalty 4148.385983 = -41871668.662677
  nChanged 209
		SP:Iteration 46Q (75337.120000 sec): 3 clusters
  Score: Raw -41875876.683940 + Penalty 4148.385983 = -41871728.297957
  nChanged 173
		SP:Iteration 47Q (75338.590000 sec): 3 clusters
  Score: Raw -41875919.347482 + Penalty 4148.385983 = -41871770.961499
  nChanged 144
		SP:Iteration 48Q (75340.040000 sec): 3 clusters
  Score: Raw -41875947.697260 + Penalty 4148.385983 = -41871799.311277
  nChanged 122
		SP:Iteration 49Q (75341.350000 sec): 3 clusters
  Score: Raw -41875966.934713 + Penalty 4148.385983 = -41871818.548730
  nChanged 81
		SP:Iteration 50Q (75342.670000 sec): 3 clusters
  Score: Raw -41875978.298021 + Penalty 4148.385983 = -41871829.912038
  nChanged 72
		SP:Iteration 51Q (75344.130000 sec): 3 clusters
  Score: Raw -41875987.034166 + Penalty 4148.385983 = -41871838.648183
  nChanged 59
		SP:Iteration 52Q (75345.600000 sec): 3 clusters
  Score: Raw -41875993.265911 + Penalty 4148.385983 = -41871844.879928
  nChanged 46
		SP:Iteration 53Q (75346.860000 sec): 3 clusters
  Score: Raw -41875997.351312 + Penalty 4148.385983 = -41871848.965329
  nChanged 37
		SP:Iteration 54Q (75348.210000 sec): 3 clusters
  Score: Raw -41876000.584866 + Penalty 4148.385983 = -41871852.198883
  nChanged 24
		SP:Iteration 55Q (75349.570000 sec): 3 clusters
  Score: Raw -41876002.701734 + Penalty 4148.385983 = -41871854.315751
  nChanged 22
		SP:Iteration 56Q (75350.880000 sec): 3 clusters
  Score: Raw -41876004.828055 + Penalty 4148.385983 = -41871856.442072
  nChanged 23
		SP:Iteration 57Q (75352.250000 sec): 3 clusters
  Score: Raw -41876006.783405 + Penalty 4148.385983 = -41871858.397422
  nChanged 15
		SP:Iteration 58Q (75353.610000 sec): 3 clusters
  Score: Raw -41876007.778509 + Penalty 4148.385983 = -41871859.392526
  nChanged 10
		SP:Iteration 59Q (75354.930000 sec): 3 clusters
  Score: Raw -41876008.436961 + Penalty 4148.385983 = -41871860.050978
  nChanged 6
		SP:Iteration 60F (75356.480000 sec): 3 clusters
  Score: Raw -41876040.314524 + Penalty 4148.385983 = -41871891.928541
  nChanged 55
		SP:Iteration 61Q (75357.920000 sec): 3 clusters
  Score: Raw -41876059.212172 + Penalty 4148.385983 = -41871910.826189
  nChanged 71
		SP:Iteration 62Q (75359.240000 sec): 3 clusters
  Score: Raw -41876071.785823 + Penalty 4148.385983 = -41871923.399840
  nChanged 56
		SP:Iteration 63Q (75360.540000 sec): 3 clusters
  Score: Raw -41876079.161659 + Penalty 4148.385983 = -41871930.775676
  nChanged 58
		SP:Iteration 64Q (75361.920000 sec): 3 clusters
  Score: Raw -41876085.485776 + Penalty 4148.385983 = -41871937.099793
  nChanged 46
		SP:Iteration 65Q (75363.250000 sec): 3 clusters
  Score: Raw -41876090.403703 + Penalty 4148.385983 = -41871942.017720
  nChanged 45
		SP:Iteration 66Q (75364.630000 sec): 3 clusters
  Score: Raw -41876095.513121 + Penalty 4148.385983 = -41871947.127138
  nChanged 47
		SP:Iteration 67Q (75366.050000 sec): 3 clusters
  Score: Raw -41876100.341048 + Penalty 4148.385983 = -41871951.955065
  nChanged 47
		SP:Iteration 68Q (75367.490000 sec): 3 clusters
  Score: Raw -41876105.391238 + Penalty 4148.385983 = -41871957.005255
  nChanged 40
		SP:Iteration 69Q (75368.870000 sec): 3 clusters
  Score: Raw -41876109.020884 + Penalty 4148.385983 = -41871960.634901
  nChanged 21
		SP:Iteration 70Q (75370.190000 sec): 3 clusters
  Score: Raw -41876110.850986 + Penalty 4148.385983 = -41871962.465003
  nChanged 26
		SP:Iteration 71Q (75371.510000 sec): 3 clusters
  Score: Raw -41876112.865696 + Penalty 4148.385983 = -41871964.479713
  nChanged 25
		SP:Iteration 72Q (75372.800000 sec): 3 clusters
  Score: Raw -41876114.757517 + Penalty 4148.385983 = -41871966.371534
  nChanged 27
		SP:Iteration 73Q (75374.080000 sec): 3 clusters
  Score: Raw -41876117.143514 + Penalty 4148.385983 = -41871968.757531
  nChanged 20
		SP:Iteration 74Q (75375.460000 sec): 3 clusters
  Score: Raw -41876118.416459 + Penalty 4148.385983 = -41871970.030476
  nChanged 12
		SP:Iteration 75Q (75376.870000 sec): 3 clusters
  Score: Raw -41876119.218234 + Penalty 4148.385983 = -41871970.832250
  nChanged 8
		SP:Iteration 76Q (75378.210000 sec): 3 clusters
  Score: Raw -41876119.703591 + Penalty 4148.385983 = -41871971.317608
  nChanged 9
		SP:Iteration 77Q (75379.520000 sec): 3 clusters
  Score: Raw -41876120.338321 + Penalty 4148.385983 = -41871971.952338
  nChanged 7
		SP:Iteration 78Q (75380.910000 sec): 3 clusters
  Score: Raw -41876120.699022 + Penalty 4148.385983 = -41871972.313039
  nChanged 5
		SP:Iteration 79Q (75382.270000 sec): 3 clusters
  Score: Raw -41876120.941279 + Penalty 4148.385983 = -41871972.555296
  nChanged 3
		SP:Iteration 80F (75383.870000 sec): 3 clusters
  Score: Raw -41876121.129245 + Penalty 4148.385983 = -41871972.743262
  nChanged 4
		SP:Iteration 81Q (75385.190000 sec): 3 clusters
  Score: Raw -41876121.266894 + Penalty 4148.385983 = -41871972.880911
  nChanged 0
		SP:Iteration 82F (75386.810000 sec): 3 clusters
  Score: Raw -41876121.266894 + Penalty 4148.385983 = -41871972.880911
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (13382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75387.160000 sec): 2 clusters
  Score: Raw -1608540.203322 + Penalty 1544.020692 = -1606996.182630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75387.370000 sec): 3 clusters
  Score: Raw -1600888.626513 + Penalty 3088.041385 = -1597800.585128
  nChanged 5793
		SP:Iteration 1F (75387.590000 sec): 3 clusters
  Score: Raw -1604023.869517 + Penalty 3088.041385 = -1600935.828132
  nChanged 773
		SP:Iteration 2F (75387.790000 sec): 3 clusters
  Score: Raw -1604362.162483 + Penalty 3088.041385 = -1601274.121098
  nChanged 680
		SP:Iteration 3F (75387.990000 sec): 3 clusters
  Score: Raw -1604662.595068 + Penalty 3088.041385 = -1601574.553683
  nChanged 612
		SP:Iteration 4Q (75388.220000 sec): 3 clusters
  Score: Raw -1604942.283373 + Penalty 3088.041385 = -1601854.241988
  nChanged 575
		SP:Iteration 5Q (75388.440000 sec): 3 clusters
  Score: Raw -1605189.275297 + Penalty 3088.041385 = -1602101.233912
  nChanged 549
		SP:Iteration 6Q (75388.700000 sec): 3 clusters
  Score: Raw -1605417.405383 + Penalty 3088.041385 = -1602329.363998
  nChanged 541
		SP:Iteration 7Q (75388.970000 sec): 3 clusters
  Score: Raw -1605664.008123 + Penalty 3088.041385 = -1602575.966738
  nChanged 547
		SP:Iteration 8Q (75389.160000 sec): 3 clusters
  Score: Raw -1605923.701540 + Penalty 3088.041385 = -1602835.660155
  nChanged 563
		SP:Iteration 9Q (75389.410000 sec): 3 clusters
  Score: Raw -1606212.880450 + Penalty 3088.041385 = -1603124.839065
  nChanged 532
		SP:Iteration 10Q (75389.610000 sec): 3 clusters
  Score: Raw -1606517.935992 + Penalty 3088.041385 = -1603429.894607
  nChanged 532
		SP:Iteration 11Q (75389.880000 sec): 3 clusters
  Score: Raw -1606841.724086 + Penalty 3088.041385 = -1603753.682701
  nChanged 516
		SP:Iteration 12Q (75390.120000 sec): 3 clusters
  Score: Raw -1607154.495490 + Penalty 3088.041385 = -1604066.454105
  nChanged 463
		SP:Iteration 13Q (75390.350000 sec): 3 clusters
  Score: Raw -1607414.550672 + Penalty 3088.041385 = -1604326.509287
  nChanged 412
		SP:Iteration 14Q (75390.630000 sec): 3 clusters
  Score: Raw -1607629.812711 + Penalty 3088.041385 = -1604541.771326
  nChanged 337
		SP:Iteration 15Q (75390.850000 sec): 3 clusters
  Score: Raw -1607800.243318 + Penalty 3088.041385 = -1604712.201933
  nChanged 303
		SP:Iteration 16Q (75391.110000 sec): 3 clusters
  Score: Raw -1607944.709841 + Penalty 3088.041385 = -1604856.668457
  nChanged 238
		SP:Iteration 17Q (75391.310000 sec): 3 clusters
  Score: Raw -1608074.768838 + Penalty 3088.041385 = -1604986.727453
  nChanged 237
		SP:Iteration 18Q (75391.560000 sec): 3 clusters
  Score: Raw -1608226.413428 + Penalty 3088.041385 = -1605138.372043
  nChanged 241
		SP:Iteration 19Q (75391.800000 sec): 3 clusters
  Score: Raw -1608389.571511 + Penalty 3088.041385 = -1605301.530127
  nChanged 232
		SP:Iteration 20F (75392.080000 sec): 3 clusters
  Score: Raw -1608569.087193 + Penalty 3088.041385 = -1605481.045808
  nChanged 270
		SP:Iteration 21Q (75392.290000 sec): 3 clusters
  Score: Raw -1608762.120257 + Penalty 3088.041385 = -1605674.078873
  nChanged 223
		SP:Iteration 22Q (75392.530000 sec): 3 clusters
  Score: Raw -1608888.436914 + Penalty 3088.041385 = -1605800.395529
  nChanged 166
		SP:Iteration 23Q (75392.780000 sec): 3 clusters
  Score: Raw -1608956.653859 + Penalty 3088.041385 = -1605868.612474
  nChanged 142
		SP:Iteration 24Q (75393.050000 sec): 3 clusters
  Score: Raw -1609006.945056 + Penalty 3088.041385 = -1605918.903671
  nChanged 111
		SP:Iteration 25Q (75393.240000 sec): 3 clusters
  Score: Raw -1609040.845051 + Penalty 3088.041385 = -1605952.803666
  nChanged 97
		SP:Iteration 26Q (75393.480000 sec): 3 clusters
  Score: Raw -1609067.487775 + Penalty 3088.041385 = -1605979.446390
  nChanged 88
		SP:Iteration 27Q (75393.730000 sec): 3 clusters
  Score: Raw -1609088.496653 + Penalty 3088.041385 = -1606000.455268
  nChanged 60
		SP:Iteration 28Q (75393.920000 sec): 3 clusters
  Score: Raw -1609103.999855 + Penalty 3088.041385 = -1606015.958470
  nChanged 58
		SP:Iteration 29Q (75394.200000 sec): 3 clusters
  Score: Raw -1609118.664443 + Penalty 3088.041385 = -1606030.623058
  nChanged 59
		SP:Iteration 30Q (75394.410000 sec): 3 clusters
  Score: Raw -1609130.681889 + Penalty 3088.041385 = -1606042.640504
  nChanged 50
		SP:Iteration 31Q (75394.660000 sec): 3 clusters
  Score: Raw -1609141.958624 + Penalty 3088.041385 = -1606053.917240
  nChanged 33
		SP:Iteration 32Q (75394.900000 sec): 3 clusters
  Score: Raw -1609147.712102 + Penalty 3088.041385 = -1606059.670717
  nChanged 26
		SP:Iteration 33Q (75395.140000 sec): 3 clusters
  Score: Raw -1609152.587834 + Penalty 3088.041385 = -1606064.546450
  nChanged 20
		SP:Iteration 34Q (75395.410000 sec): 3 clusters
  Score: Raw -1609155.437755 + Penalty 3088.041385 = -1606067.396370
  nChanged 13
		SP:Iteration 35Q (75395.650000 sec): 3 clusters
  Score: Raw -1609157.214635 + Penalty 3088.041385 = -1606069.173251
  nChanged 10
		SP:Iteration 36Q (75395.890000 sec): 3 clusters
  Score: Raw -1609158.272519 + Penalty 3088.041385 = -1606070.231134
  nChanged 11
		SP:Iteration 37Q (75396.150000 sec): 3 clusters
  Score: Raw -1609159.449816 + Penalty 3088.041385 = -1606071.408431
  nChanged 10
		SP:Iteration 38Q (75396.410000 sec): 3 clusters
  Score: Raw -1609160.231516 + Penalty 3088.041385 = -1606072.190131
  nChanged 8
		SP:Iteration 39Q (75396.690000 sec): 3 clusters
  Score: Raw -1609161.051239 + Penalty 3088.041385 = -1606073.009854
  nChanged 11
		SP:Iteration 40F (75396.940000 sec): 3 clusters
  Score: Raw -1609162.073877 + Penalty 3088.041385 = -1606074.032492
  nChanged 4
		SP:Iteration 41Q (75397.200000 sec): 3 clusters
  Score: Raw -1609162.348291 + Penalty 3088.041385 = -1606074.306907
  nChanged 5
		SP:Iteration 42Q (75397.420000 sec): 3 clusters
  Score: Raw -1609162.628887 + Penalty 3088.041385 = -1606074.587503
  nChanged 4
		SP:Iteration 43Q (75397.680000 sec): 3 clusters
  Score: Raw -1609162.788625 + Penalty 3088.041385 = -1606074.747240
  nChanged 1
		SP:Iteration 44Q (75397.910000 sec): 3 clusters
  Score: Raw -1609162.907346 + Penalty 3088.041385 = -1606074.865961
  nChanged 0
		SP:Iteration 45F (75398.160000 sec): 3 clusters
  Score: Raw -1609162.907346 + Penalty 3088.041385 = -1606074.865961
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (8766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75398.260000 sec): 2 clusters
  Score: Raw -1153168.759599 + Penalty 1475.278331 = -1151693.481268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75398.510000 sec): 3 clusters
  Score: Raw -1148245.002076 + Penalty 2950.556661 = -1145294.445414
  nChanged 3751
		SP:Iteration 1F (75398.730000 sec): 3 clusters
  Score: Raw -1150172.597266 + Penalty 2950.556661 = -1147222.040604
  nChanged 460
		SP:Iteration 2F (75398.940000 sec): 3 clusters
  Score: Raw -1150345.978881 + Penalty 2950.556661 = -1147395.422220
  nChanged 382
		SP:Iteration 3Q (75399.170000 sec): 3 clusters
  Score: Raw -1150489.025676 + Penalty 2950.556661 = -1147538.469015
  nChanged 334
		SP:Iteration 4Q (75399.370000 sec): 3 clusters
  Score: Raw -1150616.762013 + Penalty 2950.556661 = -1147666.205351
  nChanged 301
		SP:Iteration 5Q (75399.580000 sec): 3 clusters
  Score: Raw -1150738.021936 + Penalty 2950.556661 = -1147787.465275
  nChanged 282
		SP:Iteration 6Q (75399.770000 sec): 3 clusters
  Score: Raw -1150861.399776 + Penalty 2950.556661 = -1147910.843115
  nChanged 342
		SP:Iteration 7Q (75399.950000 sec): 3 clusters
  Score: Raw -1151031.048029 + Penalty 2950.556661 = -1148080.491367
  nChanged 388
		SP:Iteration 8Q (75400.170000 sec): 3 clusters
  Score: Raw -1151245.942676 + Penalty 2950.556661 = -1148295.386014
  nChanged 410
		SP:Iteration 9Q (75400.390000 sec): 3 clusters
  Score: Raw -1151512.029206 + Penalty 2950.556661 = -1148561.472545
  nChanged 461
		SP:Iteration 10F (75400.600000 sec): 3 clusters
  Score: Raw -1151875.500581 + Penalty 2950.556661 = -1148924.943920
  nChanged 486
		SP:Iteration 11F (75400.800000 sec): 3 clusters
  Score: Raw -1152294.132511 + Penalty 2950.556661 = -1149343.575850
  nChanged 410
		SP:Iteration 12Q (75401.020000 sec): 3 clusters
  Score: Raw -1152669.076326 + Penalty 2950.556661 = -1149718.519665
  nChanged 282
		SP:Iteration 13Q (75401.240000 sec): 3 clusters
  Score: Raw -1152948.695157 + Penalty 2950.556661 = -1149998.138496
  nChanged 153
		SP:Iteration 14Q (75401.410000 sec): 3 clusters
  Score: Raw -1153117.134059 + Penalty 2950.556661 = -1150166.577398
  nChanged 76
		SP:Iteration 15Q (75401.610000 sec): 3 clusters
  Score: Raw -1153204.325929 + Penalty 2950.556661 = -1150253.769268
  nChanged 34
		SP:Iteration 16Q (75401.830000 sec): 3 clusters
  Score: Raw -1153249.301194 + Penalty 2950.556661 = -1150298.744533
  nChanged 17
		SP:Iteration 17Q (75402.050000 sec): 3 clusters
  Score: Raw -1153270.672551 + Penalty 2950.556661 = -1150320.115890
  nChanged 16
		SP:Iteration 18Q (75402.210000 sec): 3 clusters
  Score: Raw -1153291.752720 + Penalty 2950.556661 = -1150341.196059
  nChanged 7
		SP:Iteration 19Q (75402.360000 sec): 3 clusters
  Score: Raw -1153298.131969 + Penalty 2950.556661 = -1150347.575308
  nChanged 5
		SP:Iteration 20F (75402.590000 sec): 3 clusters
  Score: Raw -1153307.479044 + Penalty 2950.556661 = -1150356.922383
  nChanged 5
		SP:Iteration 21Q (75402.810000 sec): 3 clusters
  Score: Raw -1153312.211474 + Penalty 2950.556661 = -1150361.654813
  nChanged 6
		SP:Iteration 22Q (75402.990000 sec): 3 clusters
  Score: Raw -1153322.618208 + Penalty 2950.556661 = -1150372.061547
  nChanged 3
		SP:Iteration 23Q (75403.200000 sec): 3 clusters
  Score: Raw -1153328.320641 + Penalty 2950.556661 = -1150377.763980
  nChanged 2
		SP:Iteration 24Q (75403.410000 sec): 3 clusters
  Score: Raw -1153331.700102 + Penalty 2950.556661 = -1150381.143441
  nChanged 1
		SP:Iteration 25Q (75403.650000 sec): 3 clusters
  Score: Raw -1153333.219984 + Penalty 2950.556661 = -1150382.663323
  nChanged 0
		SP:Iteration 26F (75403.860000 sec): 3 clusters
  Score: Raw -1153333.219984 + Penalty 2950.556661 = -1150382.663323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75403.990000 sec): 2 clusters
  Score: Raw -1058189.718739 + Penalty 1476.018145 = -1056713.700594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75404.220000 sec): 3 clusters
  Score: Raw -1053279.797620 + Penalty 2952.036291 = -1050327.761329
  nChanged 3804
		SP:Iteration 1F (75404.490000 sec): 3 clusters
  Score: Raw -1055355.515618 + Penalty 2952.036291 = -1052403.479328
  nChanged 603
		SP:Iteration 2F (75404.660000 sec): 3 clusters
  Score: Raw -1055722.317178 + Penalty 2952.036291 = -1052770.280887
  nChanged 603
		SP:Iteration 3F (75404.900000 sec): 3 clusters
  Score: Raw -1056149.460393 + Penalty 2952.036291 = -1053197.424102
  nChanged 596
		SP:Iteration 4F (75405.090000 sec): 3 clusters
  Score: Raw -1056632.524695 + Penalty 2952.036291 = -1053680.488404
  nChanged 582
		SP:Iteration 5F (75405.340000 sec): 3 clusters
  Score: Raw -1057064.496789 + Penalty 2952.036291 = -1054112.460498
  nChanged 514
		SP:Iteration 6F (75405.550000 sec): 3 clusters
  Score: Raw -1057379.528918 + Penalty 2952.036291 = -1054427.492628
  nChanged 364
		SP:Iteration 7Q (75405.790000 sec): 3 clusters
  Score: Raw -1057567.057368 + Penalty 2952.036291 = -1054615.021077
  nChanged 274
		SP:Iteration 8Q (75406.040000 sec): 3 clusters
  Score: Raw -1057700.721156 + Penalty 2952.036291 = -1054748.684866
  nChanged 228
		SP:Iteration 9Q (75406.260000 sec): 3 clusters
  Score: Raw -1057807.895727 + Penalty 2952.036291 = -1054855.859437
  nChanged 202
		SP:Iteration 10Q (75406.490000 sec): 3 clusters
  Score: Raw -1057894.159163 + Penalty 2952.036291 = -1054942.122873
  nChanged 171
		SP:Iteration 11Q (75406.710000 sec): 3 clusters
  Score: Raw -1057966.868747 + Penalty 2952.036291 = -1055014.832457
  nChanged 155
		SP:Iteration 12Q (75406.940000 sec): 3 clusters
  Score: Raw -1058039.536462 + Penalty 2952.036291 = -1055087.500171
  nChanged 149
		SP:Iteration 13Q (75407.180000 sec): 3 clusters
  Score: Raw -1058104.371520 + Penalty 2952.036291 = -1055152.335230
  nChanged 114
		SP:Iteration 14Q (75407.400000 sec): 3 clusters
  Score: Raw -1058148.337693 + Penalty 2952.036291 = -1055196.301402
  nChanged 104
		SP:Iteration 15Q (75407.630000 sec): 3 clusters
  Score: Raw -1058189.837178 + Penalty 2952.036291 = -1055237.800887
  nChanged 101
		SP:Iteration 16Q (75407.880000 sec): 3 clusters
  Score: Raw -1058231.856642 + Penalty 2952.036291 = -1055279.820352
  nChanged 104
		SP:Iteration 17Q (75408.120000 sec): 3 clusters
  Score: Raw -1058282.933619 + Penalty 2952.036291 = -1055330.897328
  nChanged 113
		SP:Iteration 18Q (75408.310000 sec): 3 clusters
  Score: Raw -1058352.369746 + Penalty 2952.036291 = -1055400.333456
  nChanged 99
		SP:Iteration 19Q (75408.580000 sec): 3 clusters
  Score: Raw -1058413.459186 + Penalty 2952.036291 = -1055461.422895
  nChanged 88
		SP:Iteration 20F (75408.810000 sec): 3 clusters
  Score: Raw -1058462.640730 + Penalty 2952.036291 = -1055510.604440
  nChanged 77
		SP:Iteration 21Q (75409.050000 sec): 3 clusters
  Score: Raw -1058504.321429 + Penalty 2952.036291 = -1055552.285139
  nChanged 69
		SP:Iteration 22Q (75409.250000 sec): 3 clusters
  Score: Raw -1058537.889303 + Penalty 2952.036291 = -1055585.853013
  nChanged 66
		SP:Iteration 23Q (75409.450000 sec): 3 clusters
  Score: Raw -1058565.787199 + Penalty 2952.036291 = -1055613.750909
  nChanged 50
		SP:Iteration 24Q (75409.710000 sec): 3 clusters
  Score: Raw -1058581.612337 + Penalty 2952.036291 = -1055629.576047
  nChanged 39
		SP:Iteration 25Q (75409.910000 sec): 3 clusters
  Score: Raw -1058594.918800 + Penalty 2952.036291 = -1055642.882509
  nChanged 35
		SP:Iteration 26Q (75410.110000 sec): 3 clusters
  Score: Raw -1058606.778381 + Penalty 2952.036291 = -1055654.742091
  nChanged 34
		SP:Iteration 27Q (75410.350000 sec): 3 clusters
  Score: Raw -1058618.448800 + Penalty 2952.036291 = -1055666.412509
  nChanged 37
		SP:Iteration 28Q (75410.520000 sec): 3 clusters
  Score: Raw -1058629.063473 + Penalty 2952.036291 = -1055677.027183
  nChanged 27
		SP:Iteration 29Q (75410.730000 sec): 3 clusters
  Score: Raw -1058636.420465 + Penalty 2952.036291 = -1055684.384175
  nChanged 20
		SP:Iteration 30Q (75410.970000 sec): 3 clusters
  Score: Raw -1058641.565930 + Penalty 2952.036291 = -1055689.529639
  nChanged 19
		SP:Iteration 31Q (75411.150000 sec): 3 clusters
  Score: Raw -1058646.585626 + Penalty 2952.036291 = -1055694.549335
  nChanged 14
		SP:Iteration 32Q (75411.370000 sec): 3 clusters
  Score: Raw -1058650.637300 + Penalty 2952.036291 = -1055698.601009
  nChanged 12
		SP:Iteration 33Q (75411.600000 sec): 3 clusters
  Score: Raw -1058653.967339 + Penalty 2952.036291 = -1055701.931049
  nChanged 9
		SP:Iteration 34Q (75411.810000 sec): 3 clusters
  Score: Raw -1058655.776365 + Penalty 2952.036291 = -1055703.740075
  nChanged 10
		SP:Iteration 35Q (75412.020000 sec): 3 clusters
  Score: Raw -1058658.666563 + Penalty 2952.036291 = -1055706.630272
  nChanged 5
		SP:Iteration 36Q (75412.250000 sec): 3 clusters
  Score: Raw -1058659.991461 + Penalty 2952.036291 = -1055707.955171
  nChanged 10
		SP:Iteration 37Q (75412.430000 sec): 3 clusters
  Score: Raw -1058662.382636 + Penalty 2952.036291 = -1055710.346345
  nChanged 7
		SP:Iteration 38Q (75412.640000 sec): 3 clusters
  Score: Raw -1058663.224154 + Penalty 2952.036291 = -1055711.187864
  nChanged 4
		SP:Iteration 39Q (75412.850000 sec): 3 clusters
  Score: Raw -1058664.035280 + Penalty 2952.036291 = -1055711.998989
  nChanged 8
		SP:Iteration 40F (75413.090000 sec): 3 clusters
  Score: Raw -1058664.976940 + Penalty 2952.036291 = -1055712.940649
  nChanged 5
		SP:Iteration 41Q (75413.270000 sec): 3 clusters
  Score: Raw -1058665.401196 + Penalty 2952.036291 = -1055713.364906
  nChanged 1
		SP:Iteration 42Q (75413.520000 sec): 3 clusters
  Score: Raw -1058665.687518 + Penalty 2952.036291 = -1055713.651227
  nChanged 1
		SP:Iteration 43Q (75413.750000 sec): 3 clusters
  Score: Raw -1058666.260944 + Penalty 2952.036291 = -1055714.224653
  nChanged 2
		SP:Iteration 44Q (75413.970000 sec): 3 clusters
  Score: Raw -1058666.516467 + Penalty 2952.036291 = -1055714.480177
  nChanged 1
		SP:Iteration 45Q (75414.220000 sec): 3 clusters
  Score: Raw -1058666.669955 + Penalty 2952.036291 = -1055714.633665
  nChanged 0
		SP:Iteration 46F (75414.500000 sec): 3 clusters
  Score: Raw -1058666.669955 + Penalty 2952.036291 = -1055714.633665
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75414.570000 sec): 2 clusters
  Score: Raw -203496.835223 + Penalty 1221.773673 = -202275.061550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75414.790000 sec): 3 clusters
  Score: Raw -202757.191382 + Penalty 2443.547345 = -200313.644037
  nChanged 638
		SP:Iteration 1F (75414.990000 sec): 3 clusters
  Score: Raw -203220.774058 + Penalty 2443.547345 = -200777.226713
  nChanged 141
		SP:Iteration 2F (75415.150000 sec): 3 clusters
  Score: Raw -203391.853095 + Penalty 2443.547345 = -200948.305749
  nChanged 126
		SP:Iteration 3F (75415.380000 sec): 3 clusters
  Score: Raw -203533.195316 + Penalty 2443.547345 = -201089.647971
  nChanged 94
		SP:Iteration 4F (75415.550000 sec): 3 clusters
  Score: Raw -203629.360064 + Penalty 2443.547345 = -201185.812718
  nChanged 73
		SP:Iteration 5Q (75415.750000 sec): 3 clusters
  Score: Raw -203698.044804 + Penalty 2443.547345 = -201254.497458
  nChanged 59
		SP:Iteration 6Q (75415.930000 sec): 3 clusters
  Score: Raw -203760.353587 + Penalty 2443.547345 = -201316.806242
  nChanged 46
		SP:Iteration 7Q (75416.130000 sec): 3 clusters
  Score: Raw -203805.613660 + Penalty 2443.547345 = -201362.066315
  nChanged 45
		SP:Iteration 8Q (75416.350000 sec): 3 clusters
  Score: Raw -203850.102991 + Penalty 2443.547345 = -201406.555646
  nChanged 39
		SP:Iteration 9Q (75416.510000 sec): 3 clusters
  Score: Raw -203880.220547 + Penalty 2443.547345 = -201436.673201
  nChanged 23
		SP:Iteration 10Q (75416.700000 sec): 3 clusters
  Score: Raw -203893.573170 + Penalty 2443.547345 = -201450.025824
  nChanged 17
		SP:Iteration 11Q (75416.870000 sec): 3 clusters
  Score: Raw -203904.835610 + Penalty 2443.547345 = -201461.288265
  nChanged 14
		SP:Iteration 12Q (75417.050000 sec): 3 clusters
  Score: Raw -203914.214861 + Penalty 2443.547345 = -201470.667515
  nChanged 11
		SP:Iteration 13Q (75417.250000 sec): 3 clusters
  Score: Raw -203920.898188 + Penalty 2443.547345 = -201477.350842
  nChanged 12
		SP:Iteration 14Q (75417.470000 sec): 3 clusters
  Score: Raw -203927.337392 + Penalty 2443.547345 = -201483.790046
  nChanged 11
		SP:Iteration 15Q (75417.630000 sec): 3 clusters
  Score: Raw -203932.988094 + Penalty 2443.547345 = -201489.440748
  nChanged 9
		SP:Iteration 16Q (75417.800000 sec): 3 clusters
  Score: Raw -203937.840397 + Penalty 2443.547345 = -201494.293051
  nChanged 7
		SP:Iteration 17Q (75418.030000 sec): 3 clusters
  Score: Raw -203940.990067 + Penalty 2443.547345 = -201497.442722
  nChanged 3
		SP:Iteration 18Q (75418.190000 sec): 3 clusters
  Score: Raw -203944.089555 + Penalty 2443.547345 = -201500.542209
  nChanged 6
		SP:Iteration 19Q (75418.390000 sec): 3 clusters
  Score: Raw -203948.952994 + Penalty 2443.547345 = -201505.405649
  nChanged 8
		SP:Iteration 20F (75418.590000 sec): 3 clusters
  Score: Raw -203954.498319 + Penalty 2443.547345 = -201510.950974
  nChanged 8
		SP:Iteration 21Q (75418.740000 sec): 3 clusters
  Score: Raw -203959.227110 + Penalty 2443.547345 = -201515.679765
  nChanged 7
		SP:Iteration 22Q (75418.940000 sec): 3 clusters
  Score: Raw -203961.997674 + Penalty 2443.547345 = -201518.450329
  nChanged 4
		SP:Iteration 23Q (75419.090000 sec): 3 clusters
  Score: Raw -203963.846618 + Penalty 2443.547345 = -201520.299272
  nChanged 4
		SP:Iteration 24Q (75419.310000 sec): 3 clusters
  Score: Raw -203967.712733 + Penalty 2443.547345 = -201524.165388
  nChanged 7
		SP:Iteration 25Q (75419.490000 sec): 3 clusters
  Score: Raw -203970.234977 + Penalty 2443.547345 = -201526.687632
  nChanged 4
		SP:Iteration 26Q (75419.730000 sec): 3 clusters
  Score: Raw -203971.664295 + Penalty 2443.547345 = -201528.116949
  nChanged 2
		SP:Iteration 27Q (75419.920000 sec): 3 clusters
  Score: Raw -203972.133673 + Penalty 2443.547345 = -201528.586328
  nChanged 0
		SP:Iteration 28F (75420.130000 sec): 3 clusters
  Score: Raw -203972.133673 + Penalty 2443.547345 = -201528.586328
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75420.210000 sec): 2 clusters
  Score: Raw -72135.468383 + Penalty 1042.718996 = -71092.749387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75420.380000 sec): 3 clusters
  Score: Raw -72045.136371 + Penalty 2085.437992 = -69959.698379
  nChanged 158
		SP:Iteration 1F (75420.560000 sec): 3 clusters
  Score: Raw -72261.420372 + Penalty 2085.437992 = -70175.982381
  nChanged 36
		SP:Iteration 2F (75420.720000 sec): 3 clusters
  Score: Raw -72331.898572 + Penalty 2085.437992 = -70246.460581
  nChanged 18
		SP:Iteration 3Q (75420.930000 sec): 3 clusters
  Score: Raw -72380.960135 + Penalty 2085.437992 = -70295.522143
  nChanged 7
		SP:Iteration 4Q (75421.090000 sec): 3 clusters
  Score: Raw -72400.325644 + Penalty 2085.437992 = -70314.887652
  nChanged 4
		SP:Iteration 5Q (75421.260000 sec): 3 clusters
  Score: Raw -72422.353574 + Penalty 2085.437992 = -70336.915582
  nChanged 4
		SP:Iteration 6Q (75421.420000 sec): 3 clusters
  Score: Raw -72445.750624 + Penalty 2085.437992 = -70360.312632
  nChanged 8
		SP:Iteration 7Q (75421.650000 sec): 3 clusters
  Score: Raw -72456.404806 + Penalty 2085.437992 = -70370.966814
  nChanged 9
		SP:Iteration 8Q (75421.860000 sec): 3 clusters
  Score: Raw -72466.199521 + Penalty 2085.437992 = -70380.761529
  nChanged 8
		SP:Iteration 9Q (75422.060000 sec): 3 clusters
  Score: Raw -72475.480654 + Penalty 2085.437992 = -70390.042662
  nChanged 2
		SP:Iteration 10Q (75422.200000 sec): 3 clusters
  Score: Raw -72477.673823 + Penalty 2085.437992 = -70392.235831
  nChanged 1
		SP:Iteration 11Q (75422.400000 sec): 3 clusters
  Score: Raw -72479.271505 + Penalty 2085.437992 = -70393.833513
  nChanged 2
		SP:Iteration 12Q (75422.610000 sec): 3 clusters
  Score: Raw -72480.424967 + Penalty 2085.437992 = -70394.986975
  nChanged 1
		SP:Iteration 13Q (75422.810000 sec): 3 clusters
  Score: Raw -72481.504870 + Penalty 2085.437992 = -70396.066879
  nChanged 0
		SP:Iteration 14F (75423.010000 sec): 3 clusters
  Score: Raw -72481.504870 + Penalty 2085.437992 = -70396.066879
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (9448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75423.200000 sec): 2 clusters
  Score: Raw -1097047.660261 + Penalty 1487.453233 = -1095560.207028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75423.440000 sec): 3 clusters
  Score: Raw -1091733.026620 + Penalty 2974.906466 = -1088758.120154
  nChanged 4051
		SP:Iteration 1F (75423.710000 sec): 3 clusters
  Score: Raw -1093991.272788 + Penalty 2974.906466 = -1091016.366322
  nChanged 652
		SP:Iteration 2F (75423.900000 sec): 3 clusters
  Score: Raw -1094366.326549 + Penalty 2974.906466 = -1091391.420082
  nChanged 598
		SP:Iteration 3F (75424.110000 sec): 3 clusters
  Score: Raw -1094774.204844 + Penalty 2974.906466 = -1091799.298377
  nChanged 641
		SP:Iteration 4F (75424.340000 sec): 3 clusters
  Score: Raw -1095328.200471 + Penalty 2974.906466 = -1092353.294005
  nChanged 644
		SP:Iteration 5F (75424.590000 sec): 3 clusters
  Score: Raw -1095938.915188 + Penalty 2974.906466 = -1092964.008721
  nChanged 649
		SP:Iteration 6F (75424.800000 sec): 3 clusters
  Score: Raw -1096536.340630 + Penalty 2974.906466 = -1093561.434164
  nChanged 567
		SP:Iteration 7F (75425.030000 sec): 3 clusters
  Score: Raw -1096957.782057 + Penalty 2974.906466 = -1093982.875591
  nChanged 409
		SP:Iteration 8Q (75425.250000 sec): 3 clusters
  Score: Raw -1097182.051861 + Penalty 2974.906466 = -1094207.145394
  nChanged 282
		SP:Iteration 9Q (75425.550000 sec): 3 clusters
  Score: Raw -1097290.973846 + Penalty 2974.906466 = -1094316.067379
  nChanged 180
		SP:Iteration 10Q (75425.770000 sec): 3 clusters
  Score: Raw -1097348.588432 + Penalty 2974.906466 = -1094373.681966
  nChanged 129
		SP:Iteration 11Q (75425.990000 sec): 3 clusters
  Score: Raw -1097381.345945 + Penalty 2974.906466 = -1094406.439479
  nChanged 89
		SP:Iteration 12Q (75426.270000 sec): 3 clusters
  Score: Raw -1097399.910499 + Penalty 2974.906466 = -1094425.004033
  nChanged 61
		SP:Iteration 13Q (75426.510000 sec): 3 clusters
  Score: Raw -1097411.300094 + Penalty 2974.906466 = -1094436.393628
  nChanged 50
		SP:Iteration 14Q (75426.730000 sec): 3 clusters
  Score: Raw -1097418.984383 + Penalty 2974.906466 = -1094444.077917
  nChanged 28
		SP:Iteration 15Q (75426.990000 sec): 3 clusters
  Score: Raw -1097423.082245 + Penalty 2974.906466 = -1094448.175779
  nChanged 23
		SP:Iteration 16Q (75427.250000 sec): 3 clusters
  Score: Raw -1097426.316948 + Penalty 2974.906466 = -1094451.410482
  nChanged 21
		SP:Iteration 17Q (75427.450000 sec): 3 clusters
  Score: Raw -1097429.314844 + Penalty 2974.906466 = -1094454.408377
  nChanged 17
		SP:Iteration 18Q (75427.700000 sec): 3 clusters
  Score: Raw -1097431.054523 + Penalty 2974.906466 = -1094456.148057
  nChanged 10
		SP:Iteration 19Q (75427.920000 sec): 3 clusters
  Score: Raw -1097432.643222 + Penalty 2974.906466 = -1094457.736756
  nChanged 7
		SP:Iteration 20F (75428.200000 sec): 3 clusters
  Score: Raw -1097433.333503 + Penalty 2974.906466 = -1094458.427036
  nChanged 6
		SP:Iteration 21Q (75428.400000 sec): 3 clusters
  Score: Raw -1097433.834280 + Penalty 2974.906466 = -1094458.927814
  nChanged 4
		SP:Iteration 22Q (75428.650000 sec): 3 clusters
  Score: Raw -1097434.202850 + Penalty 2974.906466 = -1094459.296383
  nChanged 1
		SP:Iteration 23Q (75428.890000 sec): 3 clusters
  Score: Raw -1097434.322007 + Penalty 2974.906466 = -1094459.415541
  nChanged 2
		SP:Iteration 24Q (75429.120000 sec): 3 clusters
  Score: Raw -1097434.510560 + Penalty 2974.906466 = -1094459.604093
  nChanged 1
		SP:Iteration 25Q (75429.360000 sec): 3 clusters
  Score: Raw -1097434.551417 + Penalty 2974.906466 = -1094459.644950
  nChanged 0
		SP:Iteration 26F (75429.560000 sec): 3 clusters
  Score: Raw -1097434.551417 + Penalty 2974.906466 = -1094459.644950
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (7336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75429.700000 sec): 2 clusters
  Score: Raw -851284.060145 + Penalty 1446.339215 = -849837.720930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75429.960000 sec): 3 clusters
  Score: Raw -847247.335011 + Penalty 2892.678430 = -844354.656582
  nChanged 3105
		SP:Iteration 1F (75430.130000 sec): 3 clusters
  Score: Raw -848933.845114 + Penalty 2892.678430 = -846041.166684
  nChanged 465
		SP:Iteration 2F (75430.340000 sec): 3 clusters
  Score: Raw -849144.413895 + Penalty 2892.678430 = -846251.735466
  nChanged 370
		SP:Iteration 3F (75430.600000 sec): 3 clusters
  Score: Raw -849297.806882 + Penalty 2892.678430 = -846405.128453
  nChanged 306
		SP:Iteration 4Q (75430.800000 sec): 3 clusters
  Score: Raw -849442.203157 + Penalty 2892.678430 = -846549.524727
  nChanged 300
		SP:Iteration 5Q (75431.020000 sec): 3 clusters
  Score: Raw -849577.038735 + Penalty 2892.678430 = -846684.360306
  nChanged 260
		SP:Iteration 6Q (75431.230000 sec): 3 clusters
  Score: Raw -849711.601271 + Penalty 2892.678430 = -846818.922841
  nChanged 287
		SP:Iteration 7Q (75431.480000 sec): 3 clusters
  Score: Raw -849889.881451 + Penalty 2892.678430 = -846997.203021
  nChanged 319
		SP:Iteration 8Q (75431.700000 sec): 3 clusters
  Score: Raw -850093.566053 + Penalty 2892.678430 = -847200.887623
  nChanged 325
		SP:Iteration 9Q (75431.900000 sec): 3 clusters
  Score: Raw -850337.470624 + Penalty 2892.678430 = -847444.792195
  nChanged 339
		SP:Iteration 10Q (75432.110000 sec): 3 clusters
  Score: Raw -850585.142007 + Penalty 2892.678430 = -847692.463577
  nChanged 324
		SP:Iteration 11Q (75432.320000 sec): 3 clusters
  Score: Raw -850857.813072 + Penalty 2892.678430 = -847965.134643
  nChanged 326
		SP:Iteration 12Q (75432.550000 sec): 3 clusters
  Score: Raw -851190.713632 + Penalty 2892.678430 = -848298.035203
  nChanged 302
		SP:Iteration 13Q (75432.810000 sec): 3 clusters
  Score: Raw -851469.252940 + Penalty 2892.678430 = -848576.574511
  nChanged 246
		SP:Iteration 14Q (75432.990000 sec): 3 clusters
  Score: Raw -851601.019496 + Penalty 2892.678430 = -848708.341066
  nChanged 156
		SP:Iteration 15Q (75433.220000 sec): 3 clusters
  Score: Raw -851664.264073 + Penalty 2892.678430 = -848771.585643
  nChanged 108
		SP:Iteration 16Q (75433.420000 sec): 3 clusters
  Score: Raw -851702.550878 + Penalty 2892.678430 = -848809.872448
  nChanged 97
		SP:Iteration 17Q (75433.620000 sec): 3 clusters
  Score: Raw -851736.144775 + Penalty 2892.678430 = -848843.466345
  nChanged 77
		SP:Iteration 18Q (75433.790000 sec): 3 clusters
  Score: Raw -851755.773066 + Penalty 2892.678430 = -848863.094636
  nChanged 48
		SP:Iteration 19Q (75433.980000 sec): 3 clusters
  Score: Raw -851766.382960 + Penalty 2892.678430 = -848873.704530
  nChanged 46
		SP:Iteration 20F (75434.180000 sec): 3 clusters
  Score: Raw -851777.270810 + Penalty 2892.678430 = -848884.592381
  nChanged 38
		SP:Iteration 21Q (75434.360000 sec): 3 clusters
  Score: Raw -851784.037760 + Penalty 2892.678430 = -848891.359330
  nChanged 26
		SP:Iteration 22Q (75434.570000 sec): 3 clusters
  Score: Raw -851788.553487 + Penalty 2892.678430 = -848895.875057
  nChanged 20
		SP:Iteration 23Q (75434.840000 sec): 3 clusters
  Score: Raw -851791.725710 + Penalty 2892.678430 = -848899.047280
  nChanged 16
		SP:Iteration 24Q (75435.050000 sec): 3 clusters
  Score: Raw -851793.452339 + Penalty 2892.678430 = -848900.773910
  nChanged 7
		SP:Iteration 25Q (75435.280000 sec): 3 clusters
  Score: Raw -851794.190350 + Penalty 2892.678430 = -848901.511920
  nChanged 2
		SP:Iteration 26Q (75435.490000 sec): 3 clusters
  Score: Raw -851794.345064 + Penalty 2892.678430 = -848901.666634
  nChanged 1
		SP:Iteration 27Q (75435.690000 sec): 3 clusters
  Score: Raw -851794.466677 + Penalty 2892.678430 = -848901.788248
  nChanged 2
		SP:Iteration 28Q (75435.940000 sec): 3 clusters
  Score: Raw -851794.607116 + Penalty 2892.678430 = -848901.928687
  nChanged 1
		SP:Iteration 29Q (75436.140000 sec): 3 clusters
  Score: Raw -851794.654957 + Penalty 2892.678430 = -848901.976527
  nChanged 0
		SP:Iteration 30F (75436.350000 sec): 3 clusters
  Score: Raw -851794.654957 + Penalty 2892.678430 = -848901.976527
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (17458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75436.540000 sec): 2 clusters
  Score: Raw -1990392.200877 + Penalty 1587.227407 = -1988804.973470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75436.890000 sec): 3 clusters
  Score: Raw -1979964.110600 + Penalty 3174.454814 = -1976789.655786
  nChanged 7791
		SP:Iteration 1F (75437.140000 sec): 3 clusters
  Score: Raw -1984272.794889 + Penalty 3174.454814 = -1981098.340074
  nChanged 1128
		SP:Iteration 2F (75437.430000 sec): 3 clusters
  Score: Raw -1984897.540125 + Penalty 3174.454814 = -1981723.085311
  nChanged 1168
		SP:Iteration 3F (75437.730000 sec): 3 clusters
  Score: Raw -1985586.581796 + Penalty 3174.454814 = -1982412.126982
  nChanged 1105
		SP:Iteration 4F (75438.020000 sec): 3 clusters
  Score: Raw -1986296.709333 + Penalty 3174.454814 = -1983122.254519
  nChanged 1074
		SP:Iteration 5F (75438.280000 sec): 3 clusters
  Score: Raw -1986969.997795 + Penalty 3174.454814 = -1983795.542980
  nChanged 943
		SP:Iteration 6F (75438.570000 sec): 3 clusters
  Score: Raw -1987488.537339 + Penalty 3174.454814 = -1984314.082525
  nChanged 810
		SP:Iteration 7Q (75438.890000 sec): 3 clusters
  Score: Raw -1987903.285292 + Penalty 3174.454814 = -1984728.830477
  nChanged 726
		SP:Iteration 8Q (75439.240000 sec): 3 clusters
  Score: Raw -1988260.353753 + Penalty 3174.454814 = -1985085.898939
  nChanged 643
		SP:Iteration 9Q (75439.530000 sec): 3 clusters
  Score: Raw -1988557.515020 + Penalty 3174.454814 = -1985383.060206
  nChanged 561
		SP:Iteration 10Q (75439.860000 sec): 3 clusters
  Score: Raw -1988799.479565 + Penalty 3174.454814 = -1985625.024750
  nChanged 503
		SP:Iteration 11Q (75440.130000 sec): 3 clusters
  Score: Raw -1988991.070519 + Penalty 3174.454814 = -1985816.615704
  nChanged 408
		SP:Iteration 12Q (75440.450000 sec): 3 clusters
  Score: Raw -1989155.292018 + Penalty 3174.454814 = -1985980.837204
  nChanged 413
		SP:Iteration 13Q (75440.750000 sec): 3 clusters
  Score: Raw -1989308.563881 + Penalty 3174.454814 = -1986134.109066
  nChanged 381
		SP:Iteration 14Q (75441.070000 sec): 3 clusters
  Score: Raw -1989455.779400 + Penalty 3174.454814 = -1986281.324586
  nChanged 377
		SP:Iteration 15Q (75441.370000 sec): 3 clusters
  Score: Raw -1989609.473836 + Penalty 3174.454814 = -1986435.019021
  nChanged 365
		SP:Iteration 16Q (75441.690000 sec): 3 clusters
  Score: Raw -1989761.017078 + Penalty 3174.454814 = -1986586.562263
  nChanged 339
		SP:Iteration 17Q (75441.950000 sec): 3 clusters
  Score: Raw -1989883.938807 + Penalty 3174.454814 = -1986709.483993
  nChanged 302
		SP:Iteration 18Q (75442.210000 sec): 3 clusters
  Score: Raw -1989993.886875 + Penalty 3174.454814 = -1986819.432061
  nChanged 302
		SP:Iteration 19Q (75442.520000 sec): 3 clusters
  Score: Raw -1990105.128532 + Penalty 3174.454814 = -1986930.673717
  nChanged 302
		SP:Iteration 20F (75442.850000 sec): 3 clusters
  Score: Raw -1990215.820351 + Penalty 3174.454814 = -1987041.365537
  nChanged 288
		SP:Iteration 21Q (75443.150000 sec): 3 clusters
  Score: Raw -1990335.051692 + Penalty 3174.454814 = -1987160.596877
  nChanged 298
		SP:Iteration 22Q (75443.390000 sec): 3 clusters
  Score: Raw -1990465.084581 + Penalty 3174.454814 = -1987290.629767
  nChanged 263
		SP:Iteration 23Q (75443.710000 sec): 3 clusters
  Score: Raw -1990581.664505 + Penalty 3174.454814 = -1987407.209691
  nChanged 233
		SP:Iteration 24Q (75443.990000 sec): 3 clusters
  Score: Raw -1990678.591361 + Penalty 3174.454814 = -1987504.136546
  nChanged 203
		SP:Iteration 25Q (75444.250000 sec): 3 clusters
  Score: Raw -1990755.675355 + Penalty 3174.454814 = -1987581.220540
  nChanged 168
		SP:Iteration 26Q (75444.550000 sec): 3 clusters
  Score: Raw -1990821.168008 + Penalty 3174.454814 = -1987646.713194
  nChanged 165
		SP:Iteration 27Q (75444.820000 sec): 3 clusters
  Score: Raw -1990884.623762 + Penalty 3174.454814 = -1987710.168948
  nChanged 135
		SP:Iteration 28Q (75445.050000 sec): 3 clusters
  Score: Raw -1990932.781519 + Penalty 3174.454814 = -1987758.326704
  nChanged 113
		SP:Iteration 29Q (75445.310000 sec): 3 clusters
  Score: Raw -1990971.746125 + Penalty 3174.454814 = -1987797.291310
  nChanged 98
		SP:Iteration 30Q (75445.590000 sec): 3 clusters
  Score: Raw -1991007.241243 + Penalty 3174.454814 = -1987832.786429
  nChanged 78
		SP:Iteration 31Q (75445.890000 sec): 3 clusters
  Score: Raw -1991031.350299 + Penalty 3174.454814 = -1987856.895484
  nChanged 60
		SP:Iteration 32Q (75446.170000 sec): 3 clusters
  Score: Raw -1991046.438002 + Penalty 3174.454814 = -1987871.983188
  nChanged 44
		SP:Iteration 33Q (75446.390000 sec): 3 clusters
  Score: Raw -1991058.991504 + Penalty 3174.454814 = -1987884.536690
  nChanged 42
		SP:Iteration 34Q (75446.700000 sec): 3 clusters
  Score: Raw -1991070.174017 + Penalty 3174.454814 = -1987895.719203
  nChanged 32
		SP:Iteration 35Q (75446.950000 sec): 3 clusters
  Score: Raw -1991079.526688 + Penalty 3174.454814 = -1987905.071873
  nChanged 26
		SP:Iteration 36Q (75447.200000 sec): 3 clusters
  Score: Raw -1991085.895152 + Penalty 3174.454814 = -1987911.440337
  nChanged 23
		SP:Iteration 37Q (75447.410000 sec): 3 clusters
  Score: Raw -1991090.895032 + Penalty 3174.454814 = -1987916.440218
  nChanged 16
		SP:Iteration 38Q (75447.650000 sec): 3 clusters
  Score: Raw -1991094.462157 + Penalty 3174.454814 = -1987920.007343
  nChanged 20
		SP:Iteration 39Q (75447.910000 sec): 3 clusters
  Score: Raw -1991100.090882 + Penalty 3174.454814 = -1987925.636067
  nChanged 23
		SP:Iteration 40F (75448.160000 sec): 3 clusters
  Score: Raw -1991106.256481 + Penalty 3174.454814 = -1987931.801667
  nChanged 21
		SP:Iteration 41Q (75448.470000 sec): 3 clusters
  Score: Raw -1991110.860707 + Penalty 3174.454814 = -1987936.405893
  nChanged 15
		SP:Iteration 42Q (75448.700000 sec): 3 clusters
  Score: Raw -1991114.426845 + Penalty 3174.454814 = -1987939.972031
  nChanged 18
		SP:Iteration 43Q (75449.010000 sec): 3 clusters
  Score: Raw -1991117.879474 + Penalty 3174.454814 = -1987943.424660
  nChanged 13
		SP:Iteration 44Q (75449.300000 sec): 3 clusters
  Score: Raw -1991120.775463 + Penalty 3174.454814 = -1987946.320649
  nChanged 10
		SP:Iteration 45Q (75449.590000 sec): 3 clusters
  Score: Raw -1991122.340120 + Penalty 3174.454814 = -1987947.885306
  nChanged 6
		SP:Iteration 46Q (75449.860000 sec): 3 clusters
  Score: Raw -1991123.613089 + Penalty 3174.454814 = -1987949.158274
  nChanged 4
		SP:Iteration 47Q (75450.160000 sec): 3 clusters
  Score: Raw -1991124.249851 + Penalty 3174.454814 = -1987949.795037
  nChanged 4
		SP:Iteration 48Q (75450.500000 sec): 3 clusters
  Score: Raw -1991124.906981 + Penalty 3174.454814 = -1987950.452167
  nChanged 3
		SP:Iteration 49Q (75450.790000 sec): 3 clusters
  Score: Raw -1991125.273679 + Penalty 3174.454814 = -1987950.818864
  nChanged 1
		SP:Iteration 50Q (75451.140000 sec): 3 clusters
  Score: Raw -1991125.827713 + Penalty 3174.454814 = -1987951.372898
  nChanged 4
		SP:Iteration 51Q (75451.430000 sec): 3 clusters
  Score: Raw -1991126.235303 + Penalty 3174.454814 = -1987951.780489
  nChanged 2
		SP:Iteration 52Q (75451.750000 sec): 3 clusters
  Score: Raw -1991126.430538 + Penalty 3174.454814 = -1987951.975723
  nChanged 2
		SP:Iteration 53Q (75452.040000 sec): 3 clusters
  Score: Raw -1991126.538348 + Penalty 3174.454814 = -1987952.083534
  nChanged 1
		SP:Iteration 54Q (75452.350000 sec): 3 clusters
  Score: Raw -1991126.632230 + Penalty 3174.454814 = -1987952.177416
  nChanged 0
		SP:Iteration 55F (75452.670000 sec): 3 clusters
  Score: Raw -1991126.632230 + Penalty 3174.454814 = -1987952.177416
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (15008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75452.870000 sec): 2 clusters
  Score: Raw -1707414.704306 + Penalty 1562.655034 = -1705852.049272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75453.120000 sec): 3 clusters
  Score: Raw -1698665.966248 + Penalty 3125.310068 = -1695540.656180
  nChanged 6646
		SP:Iteration 1F (75453.370000 sec): 3 clusters
  Score: Raw -1702647.800056 + Penalty 3125.310068 = -1699522.489988
  nChanged 1129
		SP:Iteration 2F (75453.670000 sec): 3 clusters
  Score: Raw -1703385.610716 + Penalty 3125.310068 = -1700260.300648
  nChanged 1074
		SP:Iteration 3F (75453.890000 sec): 3 clusters
  Score: Raw -1704165.725666 + Penalty 3125.310068 = -1701040.415598
  nChanged 981
		SP:Iteration 4F (75454.190000 sec): 3 clusters
  Score: Raw -1704837.467374 + Penalty 3125.310068 = -1701712.157306
  nChanged 896
		SP:Iteration 5F (75454.480000 sec): 3 clusters
  Score: Raw -1705453.794989 + Penalty 3125.310068 = -1702328.484921
  nChanged 788
		SP:Iteration 6F (75454.770000 sec): 3 clusters
  Score: Raw -1705981.983513 + Penalty 3125.310068 = -1702856.673445
  nChanged 704
		SP:Iteration 7Q (75455.000000 sec): 3 clusters
  Score: Raw -1706396.130409 + Penalty 3125.310068 = -1703270.820341
  nChanged 527
		SP:Iteration 8Q (75455.280000 sec): 3 clusters
  Score: Raw -1706656.326840 + Penalty 3125.310068 = -1703531.016772
  nChanged 399
		SP:Iteration 9Q (75455.560000 sec): 3 clusters
  Score: Raw -1706823.242100 + Penalty 3125.310068 = -1703697.932032
  nChanged 290
		SP:Iteration 10Q (75455.830000 sec): 3 clusters
  Score: Raw -1706928.393868 + Penalty 3125.310068 = -1703803.083800
  nChanged 229
		SP:Iteration 11Q (75456.130000 sec): 3 clusters
  Score: Raw -1707008.538315 + Penalty 3125.310068 = -1703883.228247
  nChanged 209
		SP:Iteration 12Q (75456.410000 sec): 3 clusters
  Score: Raw -1707076.012060 + Penalty 3125.310068 = -1703950.701992
  nChanged 184
		SP:Iteration 13Q (75456.660000 sec): 3 clusters
  Score: Raw -1707151.168085 + Penalty 3125.310068 = -1704025.858017
  nChanged 201
		SP:Iteration 14Q (75456.900000 sec): 3 clusters
  Score: Raw -1707244.964942 + Penalty 3125.310068 = -1704119.654874
  nChanged 228
		SP:Iteration 15Q (75457.180000 sec): 3 clusters
  Score: Raw -1707368.301300 + Penalty 3125.310068 = -1704242.991232
  nChanged 255
		SP:Iteration 16Q (75457.460000 sec): 3 clusters
  Score: Raw -1707511.695194 + Penalty 3125.310068 = -1704386.385126
  nChanged 225
		SP:Iteration 17Q (75457.750000 sec): 3 clusters
  Score: Raw -1707622.719461 + Penalty 3125.310068 = -1704497.409393
  nChanged 217
		SP:Iteration 18Q (75457.970000 sec): 3 clusters
  Score: Raw -1707701.244419 + Penalty 3125.310068 = -1704575.934351
  nChanged 159
		SP:Iteration 19Q (75458.210000 sec): 3 clusters
  Score: Raw -1707746.502439 + Penalty 3125.310068 = -1704621.192371
  nChanged 122
		SP:Iteration 20F (75458.480000 sec): 3 clusters
  Score: Raw -1707777.792453 + Penalty 3125.310068 = -1704652.482385
  nChanged 107
		SP:Iteration 21Q (75458.710000 sec): 3 clusters
  Score: Raw -1707803.445157 + Penalty 3125.310068 = -1704678.135089
  nChanged 97
		SP:Iteration 22Q (75458.950000 sec): 3 clusters
  Score: Raw -1707821.890254 + Penalty 3125.310068 = -1704696.580186
  nChanged 80
		SP:Iteration 23Q (75459.250000 sec): 3 clusters
  Score: Raw -1707835.044865 + Penalty 3125.310068 = -1704709.734797
  nChanged 66
		SP:Iteration 24Q (75459.510000 sec): 3 clusters
  Score: Raw -1707846.267472 + Penalty 3125.310068 = -1704720.957403
  nChanged 62
		SP:Iteration 25Q (75459.810000 sec): 3 clusters
  Score: Raw -1707855.944267 + Penalty 3125.310068 = -1704730.634199
  nChanged 56
		SP:Iteration 26Q (75460.090000 sec): 3 clusters
  Score: Raw -1707865.363622 + Penalty 3125.310068 = -1704740.053554
  nChanged 53
		SP:Iteration 27Q (75460.350000 sec): 3 clusters
  Score: Raw -1707874.760544 + Penalty 3125.310068 = -1704749.450476
  nChanged 61
		SP:Iteration 28Q (75460.590000 sec): 3 clusters
  Score: Raw -1707884.924775 + Penalty 3125.310068 = -1704759.614706
  nChanged 63
		SP:Iteration 29Q (75460.870000 sec): 3 clusters
  Score: Raw -1707894.534315 + Penalty 3125.310068 = -1704769.224247
  nChanged 53
		SP:Iteration 30Q (75461.160000 sec): 3 clusters
  Score: Raw -1707901.828028 + Penalty 3125.310068 = -1704776.517960
  nChanged 44
		SP:Iteration 31Q (75461.440000 sec): 3 clusters
  Score: Raw -1707907.296437 + Penalty 3125.310068 = -1704781.986369
  nChanged 36
		SP:Iteration 32Q (75461.750000 sec): 3 clusters
  Score: Raw -1707911.412923 + Penalty 3125.310068 = -1704786.102855
  nChanged 33
		SP:Iteration 33Q (75462.040000 sec): 3 clusters
  Score: Raw -1707915.690456 + Penalty 3125.310068 = -1704790.380388
  nChanged 27
		SP:Iteration 34Q (75462.300000 sec): 3 clusters
  Score: Raw -1707920.102949 + Penalty 3125.310068 = -1704794.792881
  nChanged 30
		SP:Iteration 35Q (75462.570000 sec): 3 clusters
  Score: Raw -1707924.932864 + Penalty 3125.310068 = -1704799.622796
  nChanged 31
		SP:Iteration 36Q (75462.830000 sec): 3 clusters
  Score: Raw -1707930.564249 + Penalty 3125.310068 = -1704805.254181
  nChanged 39
		SP:Iteration 37Q (75463.110000 sec): 3 clusters
  Score: Raw -1707938.221018 + Penalty 3125.310068 = -1704812.910950
  nChanged 44
		SP:Iteration 38Q (75463.350000 sec): 3 clusters
  Score: Raw -1707946.367855 + Penalty 3125.310068 = -1704821.057787
  nChanged 36
		SP:Iteration 39Q (75463.680000 sec): 3 clusters
  Score: Raw -1707952.756482 + Penalty 3125.310068 = -1704827.446414
  nChanged 29
		SP:Iteration 40F (75463.910000 sec): 3 clusters
  Score: Raw -1707957.214837 + Penalty 3125.310068 = -1704831.904769
  nChanged 29
		SP:Iteration 41Q (75464.200000 sec): 3 clusters
  Score: Raw -1707960.173816 + Penalty 3125.310068 = -1704834.863748
  nChanged 17
		SP:Iteration 42Q (75464.480000 sec): 3 clusters
  Score: Raw -1707962.170662 + Penalty 3125.310068 = -1704836.860594
  nChanged 21
		SP:Iteration 43Q (75464.710000 sec): 3 clusters
  Score: Raw -1707964.745220 + Penalty 3125.310068 = -1704839.435152
  nChanged 22
		SP:Iteration 44Q (75464.960000 sec): 3 clusters
  Score: Raw -1707967.788493 + Penalty 3125.310068 = -1704842.478425
  nChanged 24
		SP:Iteration 45Q (75465.210000 sec): 3 clusters
  Score: Raw -1707970.733516 + Penalty 3125.310068 = -1704845.423448
  nChanged 25
		SP:Iteration 46Q (75465.450000 sec): 3 clusters
  Score: Raw -1707973.664822 + Penalty 3125.310068 = -1704848.354754
  nChanged 23
		SP:Iteration 47Q (75465.700000 sec): 3 clusters
  Score: Raw -1707976.342254 + Penalty 3125.310068 = -1704851.032186
  nChanged 24
		SP:Iteration 48Q (75466.040000 sec): 3 clusters
  Score: Raw -1707979.121356 + Penalty 3125.310068 = -1704853.811288
  nChanged 27
		SP:Iteration 49Q (75466.350000 sec): 3 clusters
  Score: Raw -1707982.464733 + Penalty 3125.310068 = -1704857.154665
  nChanged 28
		SP:Iteration 50Q (75466.620000 sec): 3 clusters
  Score: Raw -1707986.189359 + Penalty 3125.310068 = -1704860.879291
  nChanged 24
		SP:Iteration 51Q (75466.860000 sec): 3 clusters
  Score: Raw -1707988.648862 + Penalty 3125.310068 = -1704863.338794
  nChanged 26
		SP:Iteration 52Q (75467.100000 sec): 3 clusters
  Score: Raw -1707992.043435 + Penalty 3125.310068 = -1704866.733367
  nChanged 23
		SP:Iteration 53Q (75467.370000 sec): 3 clusters
  Score: Raw -1707995.222133 + Penalty 3125.310068 = -1704869.912065
  nChanged 29
		SP:Iteration 54Q (75467.650000 sec): 3 clusters
  Score: Raw -1708001.008162 + Penalty 3125.310068 = -1704875.698094
  nChanged 45
		SP:Iteration 55Q (75467.930000 sec): 3 clusters
  Score: Raw -1708008.954748 + Penalty 3125.310068 = -1704883.644680
  nChanged 54
		SP:Iteration 56Q (75468.160000 sec): 3 clusters
  Score: Raw -1708020.013360 + Penalty 3125.310068 = -1704894.703292
  nChanged 48
		SP:Iteration 57Q (75468.400000 sec): 3 clusters
  Score: Raw -1708030.243575 + Penalty 3125.310068 = -1704904.933507
  nChanged 46
		SP:Iteration 58Q (75468.700000 sec): 3 clusters
  Score: Raw -1708039.762594 + Penalty 3125.310068 = -1704914.452526
  nChanged 51
		SP:Iteration 59Q (75468.990000 sec): 3 clusters
  Score: Raw -1708049.988641 + Penalty 3125.310068 = -1704924.678573
  nChanged 62
		SP:Iteration 60F (75469.230000 sec): 3 clusters
  Score: Raw -1708066.137088 + Penalty 3125.310068 = -1704940.827020
  nChanged 58
		SP:Iteration 61Q (75469.510000 sec): 3 clusters
  Score: Raw -1708082.135044 + Penalty 3125.310068 = -1704956.824976
  nChanged 56
		SP:Iteration 62Q (75469.750000 sec): 3 clusters
  Score: Raw -1708096.936302 + Penalty 3125.310068 = -1704971.626234
  nChanged 67
		SP:Iteration 63Q (75469.990000 sec): 3 clusters
  Score: Raw -1708122.882516 + Penalty 3125.310068 = -1704997.572448
  nChanged 72
		SP:Iteration 64Q (75470.210000 sec): 3 clusters
  Score: Raw -1708153.921835 + Penalty 3125.310068 = -1705028.611767
  nChanged 91
		SP:Iteration 65Q (75470.440000 sec): 3 clusters
  Score: Raw -1708201.725135 + Penalty 3125.310068 = -1705076.415067
  nChanged 105
		SP:Iteration 66Q (75470.710000 sec): 3 clusters
  Score: Raw -1708267.188849 + Penalty 3125.310068 = -1705141.878780
  nChanged 118
		SP:Iteration 67Q (75471.000000 sec): 3 clusters
  Score: Raw -1708348.767572 + Penalty 3125.310068 = -1705223.457504
  nChanged 134
		SP:Iteration 68Q (75471.210000 sec): 3 clusters
  Score: Raw -1708425.225836 + Penalty 3125.310068 = -1705299.915768
  nChanged 127
		SP:Iteration 69Q (75471.480000 sec): 3 clusters
  Score: Raw -1708484.133590 + Penalty 3125.310068 = -1705358.823522
  nChanged 109
		SP:Iteration 70Q (75471.720000 sec): 3 clusters
  Score: Raw -1708523.435618 + Penalty 3125.310068 = -1705398.125549
  nChanged 87
		SP:Iteration 71Q (75471.960000 sec): 3 clusters
  Score: Raw -1708550.657897 + Penalty 3125.310068 = -1705425.347829
  nChanged 73
		SP:Iteration 72Q (75472.260000 sec): 3 clusters
  Score: Raw -1708576.187405 + Penalty 3125.310068 = -1705450.877337
  nChanged 63
		SP:Iteration 73Q (75472.540000 sec): 3 clusters
  Score: Raw -1708592.554586 + Penalty 3125.310068 = -1705467.244518
  nChanged 62
		SP:Iteration 74Q (75472.870000 sec): 3 clusters
  Score: Raw -1708609.748203 + Penalty 3125.310068 = -1705484.438135
  nChanged 66
		SP:Iteration 75Q (75473.130000 sec): 3 clusters
  Score: Raw -1708628.901291 + Penalty 3125.310068 = -1705503.591223
  nChanged 66
		SP:Iteration 76Q (75473.440000 sec): 3 clusters
  Score: Raw -1708648.806757 + Penalty 3125.310068 = -1705523.496688
  nChanged 65
		SP:Iteration 77Q (75473.670000 sec): 3 clusters
  Score: Raw -1708666.615542 + Penalty 3125.310068 = -1705541.305474
  nChanged 60
		SP:Iteration 78Q (75473.970000 sec): 3 clusters
  Score: Raw -1708679.938683 + Penalty 3125.310068 = -1705554.628615
  nChanged 46
		SP:Iteration 79Q (75474.240000 sec): 3 clusters
  Score: Raw -1708689.606874 + Penalty 3125.310068 = -1705564.296806
  nChanged 40
		SP:Iteration 80F (75474.470000 sec): 3 clusters
  Score: Raw -1708695.756858 + Penalty 3125.310068 = -1705570.446790
  nChanged 24
		SP:Iteration 81Q (75474.710000 sec): 3 clusters
  Score: Raw -1708699.907791 + Penalty 3125.310068 = -1705574.597723
  nChanged 24
		SP:Iteration 82Q (75474.990000 sec): 3 clusters
  Score: Raw -1708703.242468 + Penalty 3125.310068 = -1705577.932399
  nChanged 16
		SP:Iteration 83Q (75475.320000 sec): 3 clusters
  Score: Raw -1708705.479280 + Penalty 3125.310068 = -1705580.169212
  nChanged 13
		SP:Iteration 84Q (75475.590000 sec): 3 clusters
  Score: Raw -1708707.958510 + Penalty 3125.310068 = -1705582.648442
  nChanged 12
		SP:Iteration 85Q (75475.910000 sec): 3 clusters
  Score: Raw -1708710.018359 + Penalty 3125.310068 = -1705584.708291
  nChanged 15
		SP:Iteration 86Q (75476.150000 sec): 3 clusters
  Score: Raw -1708712.127191 + Penalty 3125.310068 = -1705586.817123
  nChanged 6
		SP:Iteration 87Q (75476.480000 sec): 3 clusters
  Score: Raw -1708712.674657 + Penalty 3125.310068 = -1705587.364589
  nChanged 7
		SP:Iteration 88Q (75476.710000 sec): 3 clusters
  Score: Raw -1708714.035512 + Penalty 3125.310068 = -1705588.725443
  nChanged 9
		SP:Iteration 89Q (75476.980000 sec): 3 clusters
  Score: Raw -1708715.538114 + Penalty 3125.310068 = -1705590.228046
  nChanged 11
		SP:Iteration 90Q (75477.220000 sec): 3 clusters
  Score: Raw -1708717.486338 + Penalty 3125.310068 = -1705592.176270
  nChanged 8
		SP:Iteration 91Q (75477.460000 sec): 3 clusters
  Score: Raw -1708718.933350 + Penalty 3125.310068 = -1705593.623281
  nChanged 6
		SP:Iteration 92Q (75477.670000 sec): 3 clusters
  Score: Raw -1708719.591503 + Penalty 3125.310068 = -1705594.281435
  nChanged 4
		SP:Iteration 93Q (75477.920000 sec): 3 clusters
  Score: Raw -1708719.993677 + Penalty 3125.310068 = -1705594.683609
  nChanged 4
		SP:Iteration 94Q (75478.150000 sec): 3 clusters
  Score: Raw -1708720.322669 + Penalty 3125.310068 = -1705595.012600
  nChanged 0
		SP:Iteration 95F (75478.440000 sec): 3 clusters
  Score: Raw -1708720.322669 + Penalty 3125.310068 = -1705595.012600
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75478.710000 sec): 2 clusters
  Score: Raw -3953515.764000 + Penalty 1687.690914 = -3951828.073086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75479.020000 sec): 3 clusters
  Score: Raw -3933518.268156 + Penalty 3375.381827 = -3930142.886329
  nChanged 14890
		SP:Iteration 1F (75479.390000 sec): 3 clusters
  Score: Raw -3941831.243270 + Penalty 3375.381827 = -3938455.861443
  nChanged 1719
		SP:Iteration 2F (75479.740000 sec): 3 clusters
  Score: Raw -3942521.274628 + Penalty 3375.381827 = -3939145.892801
  nChanged 1814
		SP:Iteration 3F (75480.010000 sec): 3 clusters
  Score: Raw -3943296.367434 + Penalty 3375.381827 = -3939920.985607
  nChanged 1844
		SP:Iteration 4F (75480.390000 sec): 3 clusters
  Score: Raw -3944098.549008 + Penalty 3375.381827 = -3940723.167181
  nChanged 1837
		SP:Iteration 5F (75480.730000 sec): 3 clusters
  Score: Raw -3944947.000402 + Penalty 3375.381827 = -3941571.618575
  nChanged 1761
		SP:Iteration 6F (75481.100000 sec): 3 clusters
  Score: Raw -3945716.403013 + Penalty 3375.381827 = -3942341.021186
  nChanged 1499
		SP:Iteration 7Q (75481.410000 sec): 3 clusters
  Score: Raw -3946364.729411 + Penalty 3375.381827 = -3942989.347584
  nChanged 1375
		SP:Iteration 8Q (75481.750000 sec): 3 clusters
  Score: Raw -3946982.697704 + Penalty 3375.381827 = -3943607.315877
  nChanged 1316
		SP:Iteration 9Q (75482.100000 sec): 3 clusters
  Score: Raw -3947636.610619 + Penalty 3375.381827 = -3944261.228792
  nChanged 1315
		SP:Iteration 10Q (75482.450000 sec): 3 clusters
  Score: Raw -3948397.933546 + Penalty 3375.381827 = -3945022.551719
  nChanged 1393
		SP:Iteration 11Q (75482.750000 sec): 3 clusters
  Score: Raw -3949341.688810 + Penalty 3375.381827 = -3945966.306983
  nChanged 1393
		SP:Iteration 12Q (75483.110000 sec): 3 clusters
  Score: Raw -3950445.778339 + Penalty 3375.381827 = -3947070.396512
  nChanged 1318
		SP:Iteration 13Q (75483.460000 sec): 3 clusters
  Score: Raw -3951598.508868 + Penalty 3375.381827 = -3948223.127040
  nChanged 1017
		SP:Iteration 14Q (75483.880000 sec): 3 clusters
  Score: Raw -3952506.964441 + Penalty 3375.381827 = -3949131.582614
  nChanged 650
		SP:Iteration 15Q (75484.220000 sec): 3 clusters
  Score: Raw -3953094.963295 + Penalty 3375.381827 = -3949719.581468
  nChanged 352
		SP:Iteration 16Q (75484.500000 sec): 3 clusters
  Score: Raw -3953385.137410 + Penalty 3375.381827 = -3950009.755583
  nChanged 191
		SP:Iteration 17Q (75484.850000 sec): 3 clusters
  Score: Raw -3953549.391851 + Penalty 3375.381827 = -3950174.010023
  nChanged 112
		SP:Iteration 18Q (75485.210000 sec): 3 clusters
  Score: Raw -3953639.520447 + Penalty 3375.381827 = -3950264.138620
  nChanged 65
		SP:Iteration 19Q (75485.520000 sec): 3 clusters
  Score: Raw -3953688.967738 + Penalty 3375.381827 = -3950313.585911
  nChanged 41
		SP:Iteration 20F (75485.950000 sec): 3 clusters
  Score: Raw -3953729.495186 + Penalty 3375.381827 = -3950354.113359
  nChanged 39
		SP:Iteration 21Q (75486.280000 sec): 3 clusters
  Score: Raw -3953771.061517 + Penalty 3375.381827 = -3950395.679689
  nChanged 34
		SP:Iteration 22Q (75486.600000 sec): 3 clusters
  Score: Raw -3953789.138471 + Penalty 3375.381827 = -3950413.756644
  nChanged 19
		SP:Iteration 23Q (75486.960000 sec): 3 clusters
  Score: Raw -3953802.484982 + Penalty 3375.381827 = -3950427.103155
  nChanged 8
		SP:Iteration 24Q (75487.280000 sec): 3 clusters
  Score: Raw -3953806.316793 + Penalty 3375.381827 = -3950430.934966
  nChanged 2
		SP:Iteration 25Q (75487.630000 sec): 3 clusters
  Score: Raw -3953806.950260 + Penalty 3375.381827 = -3950431.568433
  nChanged 1
		SP:Iteration 26Q (75487.940000 sec): 3 clusters
  Score: Raw -3953807.629075 + Penalty 3375.381827 = -3950432.247248
  nChanged 1
		SP:Iteration 27Q (75488.320000 sec): 3 clusters
  Score: Raw -3953808.132592 + Penalty 3375.381827 = -3950432.750765
  nChanged 2
		SP:Iteration 28Q (75488.650000 sec): 3 clusters
  Score: Raw -3953808.754242 + Penalty 3375.381827 = -3950433.372415
  nChanged 2
		SP:Iteration 29Q (75489.050000 sec): 3 clusters
  Score: Raw -3953809.790378 + Penalty 3375.381827 = -3950434.408551
  nChanged 1
		SP:Iteration 30Q (75489.370000 sec): 3 clusters
  Score: Raw -3953809.949303 + Penalty 3375.381827 = -3950434.567475
  nChanged 0
		SP:Iteration 31F (75489.670000 sec): 3 clusters
  Score: Raw -3953809.949303 + Penalty 3375.381827 = -3950434.567475
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75489.810000 sec): 2 clusters
  Score: Raw -140165.498531 + Penalty 1146.628484 = -139018.870047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75489.950000 sec): 3 clusters
  Score: Raw -139794.512328 + Penalty 2293.256967 = -137501.255361
  nChanged 362
		SP:Iteration 1F (75490.150000 sec): 3 clusters
  Score: Raw -140097.612692 + Penalty 2293.256967 = -137804.355725
  nChanged 74
		SP:Iteration 2F (75490.330000 sec): 3 clusters
  Score: Raw -140168.689721 + Penalty 2293.256967 = -137875.432753
  nChanged 50
		SP:Iteration 3Q (75490.540000 sec): 3 clusters
  Score: Raw -140229.622935 + Penalty 2293.256967 = -137936.365968
  nChanged 55
		SP:Iteration 4Q (75490.690000 sec): 3 clusters
  Score: Raw -140288.642277 + Penalty 2293.256967 = -137995.385310
  nChanged 40
		SP:Iteration 5Q (75490.890000 sec): 3 clusters
  Score: Raw -140337.005922 + Penalty 2293.256967 = -138043.748955
  nChanged 37
		SP:Iteration 6Q (75491.010000 sec): 3 clusters
  Score: Raw -140383.486066 + Penalty 2293.256967 = -138090.229099
  nChanged 35
		SP:Iteration 7Q (75491.210000 sec): 3 clusters
  Score: Raw -140422.767324 + Penalty 2293.256967 = -138129.510356
  nChanged 30
		SP:Iteration 8Q (75491.360000 sec): 3 clusters
  Score: Raw -140468.569189 + Penalty 2293.256967 = -138175.312221
  nChanged 42
		SP:Iteration 9Q (75491.550000 sec): 3 clusters
  Score: Raw -140541.838813 + Penalty 2293.256967 = -138248.581846
  nChanged 48
		SP:Iteration 10Q (75491.770000 sec): 3 clusters
  Score: Raw -140621.286897 + Penalty 2293.256967 = -138328.029930
  nChanged 45
		SP:Iteration 11Q (75491.930000 sec): 3 clusters
  Score: Raw -140715.659675 + Penalty 2293.256967 = -138422.402707
  nChanged 45
		SP:Iteration 12Q (75492.180000 sec): 3 clusters
  Score: Raw -140824.518236 + Penalty 2293.256967 = -138531.261268
  nChanged 34
		SP:Iteration 13Q (75492.350000 sec): 3 clusters
  Score: Raw -140892.718470 + Penalty 2293.256967 = -138599.461502
  nChanged 22
		SP:Iteration 14Q (75492.550000 sec): 3 clusters
  Score: Raw -140914.596910 + Penalty 2293.256967 = -138621.339942
  nChanged 8
		SP:Iteration 15Q (75492.800000 sec): 3 clusters
  Score: Raw -140921.629751 + Penalty 2293.256967 = -138628.372783
  nChanged 4
		SP:Iteration 16Q (75493.010000 sec): 3 clusters
  Score: Raw -140925.135409 + Penalty 2293.256967 = -138631.878442
  nChanged 5
		SP:Iteration 17Q (75493.170000 sec): 3 clusters
  Score: Raw -140929.930728 + Penalty 2293.256967 = -138636.673761
  nChanged 3
		SP:Iteration 18Q (75493.330000 sec): 3 clusters
  Score: Raw -140931.621140 + Penalty 2293.256967 = -138638.364173
  nChanged 2
		SP:Iteration 19Q (75493.550000 sec): 3 clusters
  Score: Raw -140934.097359 + Penalty 2293.256967 = -138640.840392
  nChanged 4
		SP:Iteration 20F (75493.720000 sec): 3 clusters
  Score: Raw -140937.947092 + Penalty 2293.256967 = -138644.690124
  nChanged 1
		SP:Iteration 21Q (75493.920000 sec): 3 clusters
  Score: Raw -140938.479834 + Penalty 2293.256967 = -138645.222867
  nChanged 1
		SP:Iteration 22Q (75494.030000 sec): 3 clusters
  Score: Raw -140940.156344 + Penalty 2293.256967 = -138646.899376
  nChanged 2
		SP:Iteration 23Q (75494.200000 sec): 3 clusters
  Score: Raw -140942.569913 + Penalty 2293.256967 = -138649.312946
  nChanged 1
		SP:Iteration 24Q (75494.380000 sec): 3 clusters
  Score: Raw -140943.650532 + Penalty 2293.256967 = -138650.393564
  nChanged 1
		SP:Iteration 25Q (75494.570000 sec): 3 clusters
  Score: Raw -140944.667828 + Penalty 2293.256967 = -138651.410860
  nChanged 1
		SP:Iteration 26Q (75494.740000 sec): 3 clusters
  Score: Raw -140945.955387 + Penalty 2293.256967 = -138652.698420
  nChanged 3
		SP:Iteration 27Q (75494.900000 sec): 3 clusters
  Score: Raw -140953.816735 + Penalty 2293.256967 = -138660.559767
  nChanged 4
		SP:Iteration 28Q (75495.100000 sec): 3 clusters
  Score: Raw -140963.223479 + Penalty 2293.256967 = -138669.966511
  nChanged 2
		SP:Iteration 29Q (75495.280000 sec): 3 clusters
  Score: Raw -140964.852496 + Penalty 2293.256967 = -138671.595529
  nChanged 2
		SP:Iteration 30Q (75495.470000 sec): 3 clusters
  Score: Raw -140966.127059 + Penalty 2293.256967 = -138672.870091
  nChanged 1
		SP:Iteration 31Q (75495.680000 sec): 3 clusters
  Score: Raw -140967.222000 + Penalty 2293.256967 = -138673.965033
  nChanged 0
		SP:Iteration 32F (75495.840000 sec): 3 clusters
  Score: Raw -140967.222000 + Penalty 2293.256967 = -138673.965033
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (6882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75495.970000 sec): 2 clusters
  Score: Raw -870479.257972 + Penalty 1435.957995 = -869043.299977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75496.210000 sec): 3 clusters
  Score: Raw -866720.355436 + Penalty 2871.915991 = -863848.439445
  nChanged 2888
		SP:Iteration 1F (75496.430000 sec): 3 clusters
  Score: Raw -868215.549430 + Penalty 2871.915991 = -865343.633439
  nChanged 389
		SP:Iteration 2F (75496.610000 sec): 3 clusters
  Score: Raw -868363.551081 + Penalty 2871.915991 = -865491.635090
  nChanged 274
		SP:Iteration 3Q (75496.860000 sec): 3 clusters
  Score: Raw -868466.057470 + Penalty 2871.915991 = -865594.141480
  nChanged 232
		SP:Iteration 4Q (75497.030000 sec): 3 clusters
  Score: Raw -868543.242885 + Penalty 2871.915991 = -865671.326895
  nChanged 216
		SP:Iteration 5Q (75497.310000 sec): 3 clusters
  Score: Raw -868618.004275 + Penalty 2871.915991 = -865746.088285
  nChanged 189
		SP:Iteration 6Q (75497.520000 sec): 3 clusters
  Score: Raw -868675.837577 + Penalty 2871.915991 = -865803.921587
  nChanged 147
		SP:Iteration 7Q (75497.710000 sec): 3 clusters
  Score: Raw -868716.004650 + Penalty 2871.915991 = -865844.088659
  nChanged 125
		SP:Iteration 8Q (75497.910000 sec): 3 clusters
  Score: Raw -868753.702290 + Penalty 2871.915991 = -865881.786299
  nChanged 128
		SP:Iteration 9Q (75498.120000 sec): 3 clusters
  Score: Raw -868792.351245 + Penalty 2871.915991 = -865920.435254
  nChanged 130
		SP:Iteration 10Q (75498.290000 sec): 3 clusters
  Score: Raw -868830.791803 + Penalty 2871.915991 = -865958.875813
  nChanged 117
		SP:Iteration 11Q (75498.490000 sec): 3 clusters
  Score: Raw -868867.614731 + Penalty 2871.915991 = -865995.698741
  nChanged 113
		SP:Iteration 12Q (75498.700000 sec): 3 clusters
  Score: Raw -868899.271929 + Penalty 2871.915991 = -866027.355938
  nChanged 116
		SP:Iteration 13Q (75498.950000 sec): 3 clusters
  Score: Raw -868935.316231 + Penalty 2871.915991 = -866063.400241
  nChanged 151
		SP:Iteration 14Q (75499.110000 sec): 3 clusters
  Score: Raw -868990.536667 + Penalty 2871.915991 = -866118.620676
  nChanged 159
		SP:Iteration 15Q (75499.350000 sec): 3 clusters
  Score: Raw -869059.214372 + Penalty 2871.915991 = -866187.298382
  nChanged 185
		SP:Iteration 16Q (75499.580000 sec): 3 clusters
  Score: Raw -869135.095516 + Penalty 2871.915991 = -866263.179525
  nChanged 191
		SP:Iteration 17Q (75499.800000 sec): 3 clusters
  Score: Raw -869225.071421 + Penalty 2871.915991 = -866353.155430
  nChanged 223
		SP:Iteration 18Q (75500.030000 sec): 3 clusters
  Score: Raw -869346.423806 + Penalty 2871.915991 = -866474.507815
  nChanged 246
		SP:Iteration 19Q (75500.250000 sec): 3 clusters
  Score: Raw -869497.266511 + Penalty 2871.915991 = -866625.350521
  nChanged 287
		SP:Iteration 20F (75500.540000 sec): 3 clusters
  Score: Raw -869718.803074 + Penalty 2871.915991 = -866846.887084
  nChanged 269
		SP:Iteration 21Q (75500.770000 sec): 3 clusters
  Score: Raw -869934.713335 + Penalty 2871.915991 = -867062.797345
  nChanged 223
		SP:Iteration 22Q (75501.010000 sec): 3 clusters
  Score: Raw -870127.755190 + Penalty 2871.915991 = -867255.839200
  nChanged 177
		SP:Iteration 23Q (75501.270000 sec): 3 clusters
  Score: Raw -870272.443477 + Penalty 2871.915991 = -867400.527487
  nChanged 109
		SP:Iteration 24Q (75501.470000 sec): 3 clusters
  Score: Raw -870367.202213 + Penalty 2871.915991 = -867495.286223
  nChanged 73
		SP:Iteration 25Q (75501.660000 sec): 3 clusters
  Score: Raw -870428.604227 + Penalty 2871.915991 = -867556.688236
  nChanged 58
		SP:Iteration 26Q (75501.870000 sec): 3 clusters
  Score: Raw -870477.618131 + Penalty 2871.915991 = -867605.702140
  nChanged 37
		SP:Iteration 27Q (75502.040000 sec): 3 clusters
  Score: Raw -870513.843249 + Penalty 2871.915991 = -867641.927259
  nChanged 33
		SP:Iteration 28Q (75502.220000 sec): 3 clusters
  Score: Raw -870549.417888 + Penalty 2871.915991 = -867677.501898
  nChanged 30
		SP:Iteration 29Q (75502.460000 sec): 3 clusters
  Score: Raw -870591.522528 + Penalty 2871.915991 = -867719.606537
  nChanged 22
		SP:Iteration 30Q (75502.620000 sec): 3 clusters
  Score: Raw -870614.586741 + Penalty 2871.915991 = -867742.670751
  nChanged 15
		SP:Iteration 31Q (75502.810000 sec): 3 clusters
  Score: Raw -870632.349072 + Penalty 2871.915991 = -867760.433081
  nChanged 10
		SP:Iteration 32Q (75503.020000 sec): 3 clusters
  Score: Raw -870642.931746 + Penalty 2871.915991 = -867771.015756
  nChanged 8
		SP:Iteration 33Q (75503.230000 sec): 3 clusters
  Score: Raw -870651.212169 + Penalty 2871.915991 = -867779.296179
  nChanged 3
		SP:Iteration 34Q (75503.410000 sec): 3 clusters
  Score: Raw -870655.650230 + Penalty 2871.915991 = -867783.734240
  nChanged 1
		SP:Iteration 35Q (75503.600000 sec): 3 clusters
  Score: Raw -870656.813092 + Penalty 2871.915991 = -867784.897101
  nChanged 4
		SP:Iteration 36Q (75503.750000 sec): 3 clusters
  Score: Raw -870661.253945 + Penalty 2871.915991 = -867789.337955
  nChanged 3
		SP:Iteration 37Q (75503.980000 sec): 3 clusters
  Score: Raw -870663.436921 + Penalty 2871.915991 = -867791.520930
  nChanged 4
		SP:Iteration 38Q (75504.190000 sec): 3 clusters
  Score: Raw -870666.635618 + Penalty 2871.915991 = -867794.719627
  nChanged 6
		SP:Iteration 39Q (75504.370000 sec): 3 clusters
  Score: Raw -870675.140950 + Penalty 2871.915991 = -867803.224959
  nChanged 1
		SP:Iteration 40F (75504.580000 sec): 3 clusters
  Score: Raw -870676.523200 + Penalty 2871.915991 = -867804.607210
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (12047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75504.740000 sec): 2 clusters
  Score: Raw -1377251.899279 + Penalty 1526.942779 = -1375724.956501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75504.970000 sec): 3 clusters
  Score: Raw -1370275.840160 + Penalty 3053.885557 = -1367221.954603
  nChanged 5275
		SP:Iteration 1F (75505.250000 sec): 3 clusters
  Score: Raw -1373243.578949 + Penalty 3053.885557 = -1370189.693392
  nChanged 742
		SP:Iteration 2F (75505.500000 sec): 3 clusters
  Score: Raw -1373559.767234 + Penalty 3053.885557 = -1370505.881677
  nChanged 623
		SP:Iteration 3F (75505.720000 sec): 3 clusters
  Score: Raw -1373830.994155 + Penalty 3053.885557 = -1370777.108598
  nChanged 588
		SP:Iteration 4Q (75505.990000 sec): 3 clusters
  Score: Raw -1374101.716025 + Penalty 3053.885557 = -1371047.830468
  nChanged 561
		SP:Iteration 5Q (75506.230000 sec): 3 clusters
  Score: Raw -1374377.227160 + Penalty 3053.885557 = -1371323.341602
  nChanged 545
		SP:Iteration 6Q (75506.450000 sec): 3 clusters
  Score: Raw -1374648.908954 + Penalty 3053.885557 = -1371595.023397
  nChanged 545
		SP:Iteration 7Q (75506.660000 sec): 3 clusters
  Score: Raw -1374942.763381 + Penalty 3053.885557 = -1371888.877824
  nChanged 518
		SP:Iteration 8Q (75506.920000 sec): 3 clusters
  Score: Raw -1375203.821191 + Penalty 3053.885557 = -1372149.935634
  nChanged 465
		SP:Iteration 9Q (75507.220000 sec): 3 clusters
  Score: Raw -1375464.404791 + Penalty 3053.885557 = -1372410.519234
  nChanged 467
		SP:Iteration 10Q (75507.470000 sec): 3 clusters
  Score: Raw -1375729.381557 + Penalty 3053.885557 = -1372675.496000
  nChanged 428
		SP:Iteration 11Q (75507.720000 sec): 3 clusters
  Score: Raw -1375966.030010 + Penalty 3053.885557 = -1372912.144453
  nChanged 379
		SP:Iteration 12Q (75507.990000 sec): 3 clusters
  Score: Raw -1376195.966481 + Penalty 3053.885557 = -1373142.080924
  nChanged 352
		SP:Iteration 13Q (75508.210000 sec): 3 clusters
  Score: Raw -1376424.092866 + Penalty 3053.885557 = -1373370.207309
  nChanged 346
		SP:Iteration 14Q (75508.460000 sec): 3 clusters
  Score: Raw -1376634.892518 + Penalty 3053.885557 = -1373581.006961
  nChanged 301
		SP:Iteration 15Q (75508.700000 sec): 3 clusters
  Score: Raw -1376796.096335 + Penalty 3053.885557 = -1373742.210777
  nChanged 245
		SP:Iteration 16Q (75508.930000 sec): 3 clusters
  Score: Raw -1376893.379151 + Penalty 3053.885557 = -1373839.493594
  nChanged 174
		SP:Iteration 17Q (75509.160000 sec): 3 clusters
  Score: Raw -1376951.634722 + Penalty 3053.885557 = -1373897.749165
  nChanged 139
		SP:Iteration 18Q (75509.430000 sec): 3 clusters
  Score: Raw -1377005.627241 + Penalty 3053.885557 = -1373951.741683
  nChanged 131
		SP:Iteration 19Q (75509.650000 sec): 3 clusters
  Score: Raw -1377051.692103 + Penalty 3053.885557 = -1373997.806546
  nChanged 113
		SP:Iteration 20F (75509.880000 sec): 3 clusters
  Score: Raw -1377088.531379 + Penalty 3053.885557 = -1374034.645822
  nChanged 99
		SP:Iteration 21Q (75510.140000 sec): 3 clusters
  Score: Raw -1377121.000345 + Penalty 3053.885557 = -1374067.114788
  nChanged 71
		SP:Iteration 22Q (75510.380000 sec): 3 clusters
  Score: Raw -1377140.358598 + Penalty 3053.885557 = -1374086.473041
  nChanged 63
		SP:Iteration 23Q (75510.620000 sec): 3 clusters
  Score: Raw -1377158.489436 + Penalty 3053.885557 = -1374104.603879
  nChanged 72
		SP:Iteration 24Q (75510.950000 sec): 3 clusters
  Score: Raw -1377186.871598 + Penalty 3053.885557 = -1374132.986041
  nChanged 66
		SP:Iteration 25Q (75511.240000 sec): 3 clusters
  Score: Raw -1377212.271240 + Penalty 3053.885557 = -1374158.385683
  nChanged 67
		SP:Iteration 26Q (75511.460000 sec): 3 clusters
  Score: Raw -1377237.072410 + Penalty 3053.885557 = -1374183.186852
  nChanged 67
		SP:Iteration 27Q (75511.720000 sec): 3 clusters
  Score: Raw -1377261.035322 + Penalty 3053.885557 = -1374207.149765
  nChanged 64
		SP:Iteration 28Q (75511.940000 sec): 3 clusters
  Score: Raw -1377282.984188 + Penalty 3053.885557 = -1374229.098631
  nChanged 68
		SP:Iteration 29Q (75512.200000 sec): 3 clusters
  Score: Raw -1377308.005678 + Penalty 3053.885557 = -1374254.120120
  nChanged 60
		SP:Iteration 30Q (75512.400000 sec): 3 clusters
  Score: Raw -1377327.314788 + Penalty 3053.885557 = -1374273.429231
  nChanged 56
		SP:Iteration 31Q (75512.660000 sec): 3 clusters
  Score: Raw -1377340.960877 + Penalty 3053.885557 = -1374287.075319
  nChanged 47
		SP:Iteration 32Q (75512.880000 sec): 3 clusters
  Score: Raw -1377352.725312 + Penalty 3053.885557 = -1374298.839755
  nChanged 45
		SP:Iteration 33Q (75513.120000 sec): 3 clusters
  Score: Raw -1377363.267894 + Penalty 3053.885557 = -1374309.382337
  nChanged 40
		SP:Iteration 34Q (75513.320000 sec): 3 clusters
  Score: Raw -1377370.354878 + Penalty 3053.885557 = -1374316.469321
  nChanged 26
		SP:Iteration 35Q (75513.590000 sec): 3 clusters
  Score: Raw -1377374.706341 + Penalty 3053.885557 = -1374320.820784
  nChanged 28
		SP:Iteration 36Q (75513.820000 sec): 3 clusters
  Score: Raw -1377380.545339 + Penalty 3053.885557 = -1374326.659782
  nChanged 37
		SP:Iteration 37Q (75514.060000 sec): 3 clusters
  Score: Raw -1377390.451392 + Penalty 3053.885557 = -1374336.565835
  nChanged 40
		SP:Iteration 38Q (75514.290000 sec): 3 clusters
  Score: Raw -1377401.938533 + Penalty 3053.885557 = -1374348.052976
  nChanged 47
		SP:Iteration 39Q (75514.490000 sec): 3 clusters
  Score: Raw -1377414.326484 + Penalty 3053.885557 = -1374360.440927
  nChanged 36
		SP:Iteration 40F (75514.720000 sec): 3 clusters
  Score: Raw -1377423.096497 + Penalty 3053.885557 = -1374369.210940
  nChanged 34
		SP:Iteration 41Q (75514.930000 sec): 3 clusters
  Score: Raw -1377430.354554 + Penalty 3053.885557 = -1374376.468997
  nChanged 26
		SP:Iteration 42Q (75515.190000 sec): 3 clusters
  Score: Raw -1377435.737201 + Penalty 3053.885557 = -1374381.851643
  nChanged 27
		SP:Iteration 43Q (75515.380000 sec): 3 clusters
  Score: Raw -1377439.772582 + Penalty 3053.885557 = -1374385.887025
  nChanged 16
		SP:Iteration 44Q (75515.650000 sec): 3 clusters
  Score: Raw -1377442.112236 + Penalty 3053.885557 = -1374388.226679
  nChanged 15
		SP:Iteration 45Q (75515.880000 sec): 3 clusters
  Score: Raw -1377444.603653 + Penalty 3053.885557 = -1374390.718096
  nChanged 16
		SP:Iteration 46Q (75516.110000 sec): 3 clusters
  Score: Raw -1377447.370482 + Penalty 3053.885557 = -1374393.484925
  nChanged 7
		SP:Iteration 47Q (75516.320000 sec): 3 clusters
  Score: Raw -1377449.016190 + Penalty 3053.885557 = -1374395.130633
  nChanged 6
		SP:Iteration 48Q (75516.530000 sec): 3 clusters
  Score: Raw -1377450.392411 + Penalty 3053.885557 = -1374396.506854
  nChanged 8
		SP:Iteration 49Q (75516.760000 sec): 3 clusters
  Score: Raw -1377451.905840 + Penalty 3053.885557 = -1374398.020283
  nChanged 8
		SP:Iteration 50Q (75517.050000 sec): 3 clusters
  Score: Raw -1377453.009381 + Penalty 3053.885557 = -1374399.123824
  nChanged 5
		SP:Iteration 51Q (75517.290000 sec): 3 clusters
  Score: Raw -1377453.557911 + Penalty 3053.885557 = -1374399.672354
  nChanged 6
		SP:Iteration 52Q (75517.560000 sec): 3 clusters
  Score: Raw -1377454.604775 + Penalty 3053.885557 = -1374400.719218
  nChanged 7
		SP:Iteration 53Q (75517.870000 sec): 3 clusters
  Score: Raw -1377455.413996 + Penalty 3053.885557 = -1374401.528439
  nChanged 2
		SP:Iteration 54Q (75518.130000 sec): 3 clusters
  Score: Raw -1377455.571848 + Penalty 3053.885557 = -1374401.686290
  nChanged 1
		SP:Iteration 55Q (75518.370000 sec): 3 clusters
  Score: Raw -1377455.680912 + Penalty 3053.885557 = -1374401.795354
  nChanged 1
		SP:Iteration 56Q (75518.580000 sec): 3 clusters
  Score: Raw -1377455.745268 + Penalty 3053.885557 = -1374401.859710
  nChanged 2
		SP:Iteration 57Q (75518.810000 sec): 3 clusters
  Score: Raw -1377455.984600 + Penalty 3053.885557 = -1374402.099042
  nChanged 2
		SP:Iteration 58Q (75519.020000 sec): 3 clusters
  Score: Raw -1377456.154652 + Penalty 3053.885557 = -1374402.269095
  nChanged 0
		SP:Iteration 59F (75519.290000 sec): 3 clusters
  Score: Raw -1377456.154652 + Penalty 3053.885557 = -1374402.269095
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (26779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75519.550000 sec): 2 clusters
  Score: Raw -3293778.849852 + Penalty 1656.748158 = -3292122.101695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75519.860000 sec): 3 clusters
  Score: Raw -3277523.827909 + Penalty 3313.496315 = -3274210.331594
  nChanged 12223
		SP:Iteration 1F (75520.180000 sec): 3 clusters
  Score: Raw -3284360.152809 + Penalty 3313.496315 = -3281046.656494
  nChanged 1623
		SP:Iteration 2F (75520.550000 sec): 3 clusters
  Score: Raw -3285167.351922 + Penalty 3313.496315 = -3281853.855607
  nChanged 1770
		SP:Iteration 3F (75520.920000 sec): 3 clusters
  Score: Raw -3286217.834177 + Penalty 3313.496315 = -3282904.337862
  nChanged 1883
		SP:Iteration 4F (75521.230000 sec): 3 clusters
  Score: Raw -3287409.124205 + Penalty 3313.496315 = -3284095.627890
  nChanged 1847
		SP:Iteration 5F (75521.540000 sec): 3 clusters
  Score: Raw -3288686.492879 + Penalty 3313.496315 = -3285372.996564
  nChanged 1645
		SP:Iteration 6F (75521.870000 sec): 3 clusters
  Score: Raw -3289900.067919 + Penalty 3313.496315 = -3286586.571603
  nChanged 1394
		SP:Iteration 7F (75522.200000 sec): 3 clusters
  Score: Raw -3290990.786453 + Penalty 3313.496315 = -3287677.290138
  nChanged 1140
		SP:Iteration 8Q (75522.500000 sec): 3 clusters
  Score: Raw -3291924.622955 + Penalty 3313.496315 = -3288611.126639
  nChanged 886
		SP:Iteration 9Q (75522.890000 sec): 3 clusters
  Score: Raw -3292680.501789 + Penalty 3313.496315 = -3289367.005474
  nChanged 599
		SP:Iteration 10Q (75523.200000 sec): 3 clusters
  Score: Raw -3293187.358095 + Penalty 3313.496315 = -3289873.861780
  nChanged 384
		SP:Iteration 11Q (75523.550000 sec): 3 clusters
  Score: Raw -3293515.859108 + Penalty 3313.496315 = -3290202.362793
  nChanged 231
		SP:Iteration 12Q (75523.860000 sec): 3 clusters
  Score: Raw -3293710.435585 + Penalty 3313.496315 = -3290396.939269
  nChanged 127
		SP:Iteration 13Q (75524.180000 sec): 3 clusters
  Score: Raw -3293820.306897 + Penalty 3313.496315 = -3290506.810582
  nChanged 70
		SP:Iteration 14Q (75524.530000 sec): 3 clusters
  Score: Raw -3293876.131931 + Penalty 3313.496315 = -3290562.635616
  nChanged 35
		SP:Iteration 15Q (75524.850000 sec): 3 clusters
  Score: Raw -3293903.269655 + Penalty 3313.496315 = -3290589.773340
  nChanged 21
		SP:Iteration 16Q (75525.160000 sec): 3 clusters
  Score: Raw -3293917.248837 + Penalty 3313.496315 = -3290603.752522
  nChanged 11
		SP:Iteration 17Q (75525.460000 sec): 3 clusters
  Score: Raw -3293924.590765 + Penalty 3313.496315 = -3290611.094450
  nChanged 9
		SP:Iteration 18Q (75525.750000 sec): 3 clusters
  Score: Raw -3293931.053079 + Penalty 3313.496315 = -3290617.556763
  nChanged 9
		SP:Iteration 19Q (75526.050000 sec): 3 clusters
  Score: Raw -3293939.032671 + Penalty 3313.496315 = -3290625.536356
  nChanged 9
		SP:Iteration 20F (75526.350000 sec): 3 clusters
  Score: Raw -3293945.712525 + Penalty 3313.496315 = -3290632.216210
  nChanged 15
		SP:Iteration 21Q (75526.580000 sec): 3 clusters
  Score: Raw -3293955.144336 + Penalty 3313.496315 = -3290641.648021
  nChanged 9
		SP:Iteration 22Q (75526.850000 sec): 3 clusters
  Score: Raw -3293962.896812 + Penalty 3313.496315 = -3290649.400497
  nChanged 11
		SP:Iteration 23Q (75527.110000 sec): 3 clusters
  Score: Raw -3293972.270814 + Penalty 3313.496315 = -3290658.774499
  nChanged 14
		SP:Iteration 24Q (75527.370000 sec): 3 clusters
  Score: Raw -3293982.998374 + Penalty 3313.496315 = -3290669.502059
  nChanged 6
		SP:Iteration 25Q (75527.620000 sec): 3 clusters
  Score: Raw -3293987.146840 + Penalty 3313.496315 = -3290673.650525
  nChanged 5
		SP:Iteration 26Q (75527.950000 sec): 3 clusters
  Score: Raw -3293991.774829 + Penalty 3313.496315 = -3290678.278514
  nChanged 1
		SP:Iteration 27Q (75528.220000 sec): 3 clusters
  Score: Raw -3293992.298841 + Penalty 3313.496315 = -3290678.802526
  nChanged 0
		SP:Iteration 28F (75528.590000 sec): 3 clusters
  Score: Raw -3293992.298841 + Penalty 3313.496315 = -3290678.802526
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (28997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75528.860000 sec): 2 clusters
  Score: Raw -3399991.115097 + Penalty 1669.678994 = -3398321.436103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75529.170000 sec): 3 clusters
  Score: Raw -3382130.320242 + Penalty 3339.357988 = -3378790.962254
  nChanged 13426
		SP:Iteration 1F (75529.570000 sec): 3 clusters
  Score: Raw -3389706.668004 + Penalty 3339.357988 = -3386367.310016
  nChanged 1603
		SP:Iteration 2F (75529.950000 sec): 3 clusters
  Score: Raw -3390376.179046 + Penalty 3339.357988 = -3387036.821058
  nChanged 1608
		SP:Iteration 3F (75530.330000 sec): 3 clusters
  Score: Raw -3391123.545248 + Penalty 3339.357988 = -3387784.187260
  nChanged 1611
		SP:Iteration 4F (75530.630000 sec): 3 clusters
  Score: Raw -3391880.366526 + Penalty 3339.357988 = -3388541.008538
  nChanged 1593
		SP:Iteration 5F (75530.940000 sec): 3 clusters
  Score: Raw -3392638.468414 + Penalty 3339.357988 = -3389299.110426
  nChanged 1513
		SP:Iteration 6F (75531.310000 sec): 3 clusters
  Score: Raw -3393386.524176 + Penalty 3339.357988 = -3390047.166188
  nChanged 1477
		SP:Iteration 7F (75531.590000 sec): 3 clusters
  Score: Raw -3394172.902841 + Penalty 3339.357988 = -3390833.544853
  nChanged 1409
		SP:Iteration 8Q (75531.970000 sec): 3 clusters
  Score: Raw -3395043.197049 + Penalty 3339.357988 = -3391703.839061
  nChanged 1360
		SP:Iteration 9Q (75532.380000 sec): 3 clusters
  Score: Raw -3395958.637388 + Penalty 3339.357988 = -3392619.279400
  nChanged 1250
		SP:Iteration 10Q (75532.720000 sec): 3 clusters
  Score: Raw -3396915.980170 + Penalty 3339.357988 = -3393576.622182
  nChanged 1081
		SP:Iteration 11Q (75533.020000 sec): 3 clusters
  Score: Raw -3397812.267002 + Penalty 3339.357988 = -3394472.909014
  nChanged 837
		SP:Iteration 12Q (75533.350000 sec): 3 clusters
  Score: Raw -3398440.836370 + Penalty 3339.357988 = -3395101.478382
  nChanged 631
		SP:Iteration 13Q (75533.670000 sec): 3 clusters
  Score: Raw -3398883.302794 + Penalty 3339.357988 = -3395543.944806
  nChanged 536
		SP:Iteration 14Q (75534.040000 sec): 3 clusters
  Score: Raw -3399199.754235 + Penalty 3339.357988 = -3395860.396247
  nChanged 420
		SP:Iteration 15Q (75534.390000 sec): 3 clusters
  Score: Raw -3399452.032690 + Penalty 3339.357988 = -3396112.674702
  nChanged 367
		SP:Iteration 16Q (75534.720000 sec): 3 clusters
  Score: Raw -3399658.191108 + Penalty 3339.357988 = -3396318.833121
  nChanged 314
		SP:Iteration 17Q (75535.090000 sec): 3 clusters
  Score: Raw -3399818.445043 + Penalty 3339.357988 = -3396479.087055
  nChanged 250
		SP:Iteration 18Q (75535.370000 sec): 3 clusters
  Score: Raw -3399943.726403 + Penalty 3339.357988 = -3396604.368415
  nChanged 218
		SP:Iteration 19Q (75535.670000 sec): 3 clusters
  Score: Raw -3400046.551486 + Penalty 3339.357988 = -3396707.193498
  nChanged 180
		SP:Iteration 20F (75535.990000 sec): 3 clusters
  Score: Raw -3400130.362069 + Penalty 3339.357988 = -3396791.004081
  nChanged 170
		SP:Iteration 21Q (75536.320000 sec): 3 clusters
  Score: Raw -3400208.309117 + Penalty 3339.357988 = -3396868.951129
  nChanged 128
		SP:Iteration 22Q (75536.610000 sec): 3 clusters
  Score: Raw -3400269.634436 + Penalty 3339.357988 = -3396930.276448
  nChanged 116
		SP:Iteration 23Q (75536.900000 sec): 3 clusters
  Score: Raw -3400329.989155 + Penalty 3339.357988 = -3396990.631167
  nChanged 106
		SP:Iteration 24Q (75537.200000 sec): 3 clusters
  Score: Raw -3400396.882551 + Penalty 3339.357988 = -3397057.524563
  nChanged 86
		SP:Iteration 25Q (75537.460000 sec): 3 clusters
  Score: Raw -3400445.173322 + Penalty 3339.357988 = -3397105.815334
  nChanged 62
		SP:Iteration 26Q (75537.760000 sec): 3 clusters
  Score: Raw -3400481.158124 + Penalty 3339.357988 = -3397141.800136
  nChanged 48
		SP:Iteration 27Q (75538.100000 sec): 3 clusters
  Score: Raw -3400505.064898 + Penalty 3339.357988 = -3397165.706910
  nChanged 32
		SP:Iteration 28Q (75538.380000 sec): 3 clusters
  Score: Raw -3400521.523927 + Penalty 3339.357988 = -3397182.165939
  nChanged 25
		SP:Iteration 29Q (75538.690000 sec): 3 clusters
  Score: Raw -3400531.927384 + Penalty 3339.357988 = -3397192.569396
  nChanged 14
		SP:Iteration 30Q (75538.950000 sec): 3 clusters
  Score: Raw -3400537.894650 + Penalty 3339.357988 = -3397198.536662
  nChanged 13
		SP:Iteration 31Q (75539.340000 sec): 3 clusters
  Score: Raw -3400542.285044 + Penalty 3339.357988 = -3397202.927056
  nChanged 7
		SP:Iteration 32Q (75539.640000 sec): 3 clusters
  Score: Raw -3400544.950529 + Penalty 3339.357988 = -3397205.592541
  nChanged 9
		SP:Iteration 33Q (75539.970000 sec): 3 clusters
  Score: Raw -3400548.972431 + Penalty 3339.357988 = -3397209.614443
  nChanged 10
		SP:Iteration 34Q (75540.290000 sec): 3 clusters
  Score: Raw -3400554.187023 + Penalty 3339.357988 = -3397214.829035
  nChanged 8
		SP:Iteration 35Q (75540.640000 sec): 3 clusters
  Score: Raw -3400559.088482 + Penalty 3339.357988 = -3397219.730494
  nChanged 14
		SP:Iteration 36Q (75540.960000 sec): 3 clusters
  Score: Raw -3400566.677009 + Penalty 3339.357988 = -3397227.319021
  nChanged 12
		SP:Iteration 37Q (75541.320000 sec): 3 clusters
  Score: Raw -3400573.253715 + Penalty 3339.357988 = -3397233.895727
  nChanged 6
		SP:Iteration 38Q (75541.650000 sec): 3 clusters
  Score: Raw -3400577.928077 + Penalty 3339.357988 = -3397238.570089
  nChanged 10
		SP:Iteration 39Q (75542.030000 sec): 3 clusters
  Score: Raw -3400583.786357 + Penalty 3339.357988 = -3397244.428369
  nChanged 7
		SP:Iteration 40F (75542.400000 sec): 3 clusters
  Score: Raw -3400586.321453 + Penalty 3339.357988 = -3397246.963465
  nChanged 3
		SP:Iteration 41Q (75542.740000 sec): 3 clusters
  Score: Raw -3400587.379288 + Penalty 3339.357988 = -3397248.021300
  nChanged 2
		SP:Iteration 42Q (75543.080000 sec): 3 clusters
  Score: Raw -3400588.313007 + Penalty 3339.357988 = -3397248.955019
  nChanged 1
		SP:Iteration 43Q (75543.400000 sec): 3 clusters
  Score: Raw -3400588.458668 + Penalty 3339.357988 = -3397249.100680
  nChanged 0
		SP:Iteration 44F (75543.720000 sec): 3 clusters
  Score: Raw -3400588.458668 + Penalty 3339.357988 = -3397249.100680
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (17953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75543.940000 sec): 2 clusters
  Score: Raw -2083340.240920 + Penalty 1591.770783 = -2081748.470137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75544.240000 sec): 3 clusters
  Score: Raw -2072588.817106 + Penalty 3183.541566 = -2069405.275540
  nChanged 8123
		SP:Iteration 1F (75544.540000 sec): 3 clusters
  Score: Raw -2077129.214694 + Penalty 3183.541566 = -2073945.673128
  nChanged 1089
		SP:Iteration 2F (75544.810000 sec): 3 clusters
  Score: Raw -2077688.165458 + Penalty 3183.541566 = -2074504.623892
  nChanged 1142
		SP:Iteration 3F (75545.110000 sec): 3 clusters
  Score: Raw -2078422.972476 + Penalty 3183.541566 = -2075239.430910
  nChanged 1233
		SP:Iteration 4F (75545.420000 sec): 3 clusters
  Score: Raw -2079384.422288 + Penalty 3183.541566 = -2076200.880722
  nChanged 1281
		SP:Iteration 5F (75545.770000 sec): 3 clusters
  Score: Raw -2080587.472501 + Penalty 3183.541566 = -2077403.930935
  nChanged 1188
		SP:Iteration 6F (75546.020000 sec): 3 clusters
  Score: Raw -2081730.666004 + Penalty 3183.541566 = -2078547.124438
  nChanged 906
		SP:Iteration 7F (75546.280000 sec): 3 clusters
  Score: Raw -2082406.051286 + Penalty 3183.541566 = -2079222.509720
  nChanged 591
		SP:Iteration 8Q (75546.590000 sec): 3 clusters
  Score: Raw -2082746.407070 + Penalty 3183.541566 = -2079562.865504
  nChanged 412
		SP:Iteration 9Q (75546.800000 sec): 3 clusters
  Score: Raw -2082945.550534 + Penalty 3183.541566 = -2079762.008968
  nChanged 299
		SP:Iteration 10Q (75547.110000 sec): 3 clusters
  Score: Raw -2083077.220387 + Penalty 3183.541566 = -2079893.678821
  nChanged 225
		SP:Iteration 11Q (75547.380000 sec): 3 clusters
  Score: Raw -2083169.234421 + Penalty 3183.541566 = -2079985.692855
  nChanged 186
		SP:Iteration 12Q (75547.660000 sec): 3 clusters
  Score: Raw -2083231.650796 + Penalty 3183.541566 = -2080048.109230
  nChanged 156
		SP:Iteration 13Q (75548.020000 sec): 3 clusters
  Score: Raw -2083291.091860 + Penalty 3183.541566 = -2080107.550294
  nChanged 143
		SP:Iteration 14Q (75548.340000 sec): 3 clusters
  Score: Raw -2083351.637637 + Penalty 3183.541566 = -2080168.096071
  nChanged 149
		SP:Iteration 15Q (75548.640000 sec): 3 clusters
  Score: Raw -2083416.731010 + Penalty 3183.541566 = -2080233.189444
  nChanged 151
		SP:Iteration 16Q (75548.920000 sec): 3 clusters
  Score: Raw -2083477.233455 + Penalty 3183.541566 = -2080293.691889
  nChanged 124
		SP:Iteration 17Q (75549.260000 sec): 3 clusters
  Score: Raw -2083526.230698 + Penalty 3183.541566 = -2080342.689132
  nChanged 111
		SP:Iteration 18Q (75549.520000 sec): 3 clusters
  Score: Raw -2083567.904259 + Penalty 3183.541566 = -2080384.362693
  nChanged 103
		SP:Iteration 19Q (75549.840000 sec): 3 clusters
  Score: Raw -2083611.141548 + Penalty 3183.541566 = -2080427.599982
  nChanged 110
		SP:Iteration 20F (75550.160000 sec): 3 clusters
  Score: Raw -2083673.080540 + Penalty 3183.541566 = -2080489.538974
  nChanged 129
		SP:Iteration 21Q (75550.450000 sec): 3 clusters
  Score: Raw -2083753.555213 + Penalty 3183.541566 = -2080570.013647
  nChanged 141
		SP:Iteration 22Q (75550.730000 sec): 3 clusters
  Score: Raw -2083844.546092 + Penalty 3183.541566 = -2080661.004526
  nChanged 127
		SP:Iteration 23Q (75551.000000 sec): 3 clusters
  Score: Raw -2083919.381006 + Penalty 3183.541566 = -2080735.839440
  nChanged 102
		SP:Iteration 24Q (75551.260000 sec): 3 clusters
  Score: Raw -2083971.015409 + Penalty 3183.541566 = -2080787.473843
  nChanged 97
		SP:Iteration 25Q (75551.540000 sec): 3 clusters
  Score: Raw -2084015.234524 + Penalty 3183.541566 = -2080831.692958
  nChanged 70
		SP:Iteration 26Q (75551.820000 sec): 3 clusters
  Score: Raw -2084041.525386 + Penalty 3183.541566 = -2080857.983820
  nChanged 57
		SP:Iteration 27Q (75552.140000 sec): 3 clusters
  Score: Raw -2084061.582685 + Penalty 3183.541566 = -2080878.041119
  nChanged 46
		SP:Iteration 28Q (75552.440000 sec): 3 clusters
  Score: Raw -2084077.647714 + Penalty 3183.541566 = -2080894.106148
  nChanged 45
		SP:Iteration 29Q (75552.740000 sec): 3 clusters
  Score: Raw -2084094.780364 + Penalty 3183.541566 = -2080911.238798
  nChanged 42
		SP:Iteration 30Q (75553.000000 sec): 3 clusters
  Score: Raw -2084112.261741 + Penalty 3183.541566 = -2080928.720175
  nChanged 40
		SP:Iteration 31Q (75553.280000 sec): 3 clusters
  Score: Raw -2084127.739695 + Penalty 3183.541566 = -2080944.198129
  nChanged 40
		SP:Iteration 32Q (75553.620000 sec): 3 clusters
  Score: Raw -2084142.263240 + Penalty 3183.541566 = -2080958.721674
  nChanged 42
		SP:Iteration 33Q (75553.900000 sec): 3 clusters
  Score: Raw -2084163.055479 + Penalty 3183.541566 = -2080979.513913
  nChanged 47
		SP:Iteration 34Q (75554.220000 sec): 3 clusters
  Score: Raw -2084176.753055 + Penalty 3183.541566 = -2080993.211489
  nChanged 22
		SP:Iteration 35Q (75554.530000 sec): 3 clusters
  Score: Raw -2084183.447132 + Penalty 3183.541566 = -2080999.905566
  nChanged 15
		SP:Iteration 36Q (75554.800000 sec): 3 clusters
  Score: Raw -2084187.978765 + Penalty 3183.541566 = -2081004.437199
  nChanged 10
		SP:Iteration 37Q (75555.090000 sec): 3 clusters
  Score: Raw -2084190.529038 + Penalty 3183.541566 = -2081006.987472
  nChanged 16
		SP:Iteration 38Q (75555.380000 sec): 3 clusters
  Score: Raw -2084196.783514 + Penalty 3183.541566 = -2081013.241948
  nChanged 26
		SP:Iteration 39Q (75555.650000 sec): 3 clusters
  Score: Raw -2084206.991973 + Penalty 3183.541566 = -2081023.450407
  nChanged 25
		SP:Iteration 40F (75555.920000 sec): 3 clusters
  Score: Raw -2084215.923952 + Penalty 3183.541566 = -2081032.382386
  nChanged 24
		SP:Iteration 41Q (75556.190000 sec): 3 clusters
  Score: Raw -2084225.486664 + Penalty 3183.541566 = -2081041.945098
  nChanged 29
		SP:Iteration 42Q (75556.480000 sec): 3 clusters
  Score: Raw -2084235.379637 + Penalty 3183.541566 = -2081051.838071
  nChanged 26
		SP:Iteration 43Q (75556.740000 sec): 3 clusters
  Score: Raw -2084243.013070 + Penalty 3183.541566 = -2081059.471504
  nChanged 16
		SP:Iteration 44Q (75557.020000 sec): 3 clusters
  Score: Raw -2084247.770991 + Penalty 3183.541566 = -2081064.229425
  nChanged 17
		SP:Iteration 45Q (75557.280000 sec): 3 clusters
  Score: Raw -2084250.448730 + Penalty 3183.541566 = -2081066.907164
  nChanged 10
		SP:Iteration 46Q (75557.560000 sec): 3 clusters
  Score: Raw -2084252.300102 + Penalty 3183.541566 = -2081068.758536
  nChanged 8
		SP:Iteration 47Q (75557.860000 sec): 3 clusters
  Score: Raw -2084253.505515 + Penalty 3183.541566 = -2081069.963949
  nChanged 6
		SP:Iteration 48Q (75558.180000 sec): 3 clusters
  Score: Raw -2084255.043653 + Penalty 3183.541566 = -2081071.502087
  nChanged 10
		SP:Iteration 49Q (75558.460000 sec): 3 clusters
  Score: Raw -2084256.433237 + Penalty 3183.541566 = -2081072.891671
  nChanged 6
		SP:Iteration 50Q (75558.730000 sec): 3 clusters
  Score: Raw -2084257.000542 + Penalty 3183.541566 = -2081073.458976
  nChanged 1
		SP:Iteration 51Q (75558.960000 sec): 3 clusters
  Score: Raw -2084257.063875 + Penalty 3183.541566 = -2081073.522309
  nChanged 0
		SP:Iteration 52F (75559.320000 sec): 3 clusters
  Score: Raw -2084257.063875 + Penalty 3183.541566 = -2081073.522309
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75559.420000 sec): 2 clusters
  Score: Raw -102409.113478 + Penalty 1114.516818 = -101294.596660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75559.640000 sec): 3 clusters
  Score: Raw -102139.943076 + Penalty 2229.033636 = -99910.909439
  nChanged 290
		SP:Iteration 1F (75559.830000 sec): 3 clusters
  Score: Raw -102446.788088 + Penalty 2229.033636 = -100217.754452
  nChanged 85
		SP:Iteration 2F (75560.020000 sec): 3 clusters
  Score: Raw -102590.673078 + Penalty 2229.033636 = -100361.639442
  nChanged 58
		SP:Iteration 3F (75560.180000 sec): 3 clusters
  Score: Raw -102700.432230 + Penalty 2229.033636 = -100471.398594
  nChanged 50
		SP:Iteration 4F (75560.350000 sec): 3 clusters
  Score: Raw -102792.597919 + Penalty 2229.033636 = -100563.564282
  nChanged 41
		SP:Iteration 5Q (75560.580000 sec): 3 clusters
  Score: Raw -102859.393367 + Penalty 2229.033636 = -100630.359730
  nChanged 36
		SP:Iteration 6Q (75560.730000 sec): 3 clusters
  Score: Raw -102937.975660 + Penalty 2229.033636 = -100708.942024
  nChanged 54
		SP:Iteration 7F (75560.900000 sec): 3 clusters
  Score: Raw -103089.333840 + Penalty 2229.033636 = -100860.300204
  nChanged 61
		SP:Iteration 8F (75561.080000 sec): 3 clusters
  Score: Raw -103253.591793 + Penalty 2229.033636 = -101024.558157
  nChanged 46
		SP:Iteration 9Q (75561.270000 sec): 3 clusters
  Score: Raw -103433.843868 + Penalty 2229.033636 = -101204.810231
  nChanged 34
		SP:Iteration 10Q (75561.420000 sec): 3 clusters
  Score: Raw -103598.303882 + Penalty 2229.033636 = -101369.270245
  nChanged 21
		SP:Iteration 11Q (75561.650000 sec): 3 clusters
  Score: Raw -103781.642893 + Penalty 2229.033636 = -101552.609256
  nChanged 14
		SP:Iteration 12Q (75561.800000 sec): 3 clusters
  Score: Raw -103823.328737 + Penalty 2229.033636 = -101594.295101
  nChanged 4
		SP:Iteration 13Q (75562.010000 sec): 3 clusters
  Score: Raw -103833.146214 + Penalty 2229.033636 = -101604.112578
  nChanged 1
		SP:Iteration 14Q (75562.170000 sec): 3 clusters
  Score: Raw -103835.022347 + Penalty 2229.033636 = -101605.988711
  nChanged 2
		SP:Iteration 15Q (75562.320000 sec): 3 clusters
  Score: Raw -103838.155761 + Penalty 2229.033636 = -101609.122124
  nChanged 1
		SP:Iteration 16Q (75562.460000 sec): 3 clusters
  Score: Raw -103840.261608 + Penalty 2229.033636 = -101611.227972
  nChanged 1
		SP:Iteration 17Q (75562.610000 sec): 3 clusters
  Score: Raw -103841.297567 + Penalty 2229.033636 = -101612.263931
  nChanged 1
		SP:Iteration 18Q (75562.750000 sec): 3 clusters
  Score: Raw -103841.958938 + Penalty 2229.033636 = -101612.925301
  nChanged 0
		SP:Iteration 19F (75562.900000 sec): 3 clusters
  Score: Raw -103841.958938 + Penalty 2229.033636 = -101612.925301
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (69391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75563.420000 sec): 2 clusters
  Score: Raw -8095995.047805 + Penalty 1811.470774 = -8094183.577031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75563.970000 sec): 3 clusters
  Score: Raw -8051156.876653 + Penalty 3622.941548 = -8047533.935105
  nChanged 32980
		SP:Iteration 1F (75564.480000 sec): 3 clusters
  Score: Raw -8070343.977721 + Penalty 3622.941548 = -8066721.036173
  nChanged 2999
		SP:Iteration 2Q (75565.000000 sec): 3 clusters
  Score: Raw -8071464.655362 + Penalty 3622.941548 = -8067841.713814
  nChanged 3513
		SP:Iteration 3F (75565.570000 sec): 3 clusters
  Score: Raw -8073080.987880 + Penalty 3622.941548 = -8069458.046332
  nChanged 4126
		SP:Iteration 4F (75566.080000 sec): 3 clusters
  Score: Raw -8075471.282445 + Penalty 3622.941548 = -8071848.340897
  nChanged 4821
		SP:Iteration 5F (75566.610000 sec): 3 clusters
  Score: Raw -8078812.352449 + Penalty 3622.941548 = -8075189.410901
  nChanged 5233
		SP:Iteration 6F (75567.130000 sec): 3 clusters
  Score: Raw -8083056.308352 + Penalty 3622.941548 = -8079433.366804
  nChanged 4918
		SP:Iteration 7F (75567.680000 sec): 3 clusters
  Score: Raw -8087523.001858 + Penalty 3622.941548 = -8083900.060310
  nChanged 3865
		SP:Iteration 8F (75568.220000 sec): 3 clusters
  Score: Raw -8091208.093314 + Penalty 3622.941548 = -8087585.151766
  nChanged 2476
		SP:Iteration 9Q (75568.780000 sec): 3 clusters
  Score: Raw -8093493.776253 + Penalty 3622.941548 = -8089870.834705
  nChanged 1568
		SP:Iteration 10Q (75569.290000 sec): 3 clusters
  Score: Raw -8094835.907519 + Penalty 3622.941548 = -8091212.965971
  nChanged 995
		SP:Iteration 11Q (75569.810000 sec): 3 clusters
  Score: Raw -8095565.948764 + Penalty 3622.941548 = -8091943.007216
  nChanged 660
		SP:Iteration 12Q (75570.260000 sec): 3 clusters
  Score: Raw -8095983.583349 + Penalty 3622.941548 = -8092360.641802
  nChanged 462
		SP:Iteration 13Q (75570.700000 sec): 3 clusters
  Score: Raw -8096245.940646 + Penalty 3622.941548 = -8092622.999098
  nChanged 326
		SP:Iteration 14Q (75571.150000 sec): 3 clusters
  Score: Raw -8096420.962049 + Penalty 3622.941548 = -8092798.020501
  nChanged 247
		SP:Iteration 15Q (75571.660000 sec): 3 clusters
  Score: Raw -8096534.225974 + Penalty 3622.941548 = -8092911.284426
  nChanged 178
		SP:Iteration 16Q (75572.160000 sec): 3 clusters
  Score: Raw -8096600.918906 + Penalty 3622.941548 = -8092977.977358
  nChanged 120
		SP:Iteration 17Q (75572.640000 sec): 3 clusters
  Score: Raw -8096636.882488 + Penalty 3622.941548 = -8093013.940940
  nChanged 93
		SP:Iteration 18Q (75573.150000 sec): 3 clusters
  Score: Raw -8096665.119322 + Penalty 3622.941548 = -8093042.177774
  nChanged 79
		SP:Iteration 19Q (75573.680000 sec): 3 clusters
  Score: Raw -8096687.789640 + Penalty 3622.941548 = -8093064.848092
  nChanged 59
		SP:Iteration 20F (75574.200000 sec): 3 clusters
  Score: Raw -8096703.753569 + Penalty 3622.941548 = -8093080.812021
  nChanged 47
		SP:Iteration 21Q (75574.720000 sec): 3 clusters
  Score: Raw -8096716.388973 + Penalty 3622.941548 = -8093093.447426
  nChanged 38
		SP:Iteration 22Q (75575.180000 sec): 3 clusters
  Score: Raw -8096723.709916 + Penalty 3622.941548 = -8093100.768368
  nChanged 27
		SP:Iteration 23Q (75575.640000 sec): 3 clusters
  Score: Raw -8096729.997810 + Penalty 3622.941548 = -8093107.056263
  nChanged 31
		SP:Iteration 24Q (75576.110000 sec): 3 clusters
  Score: Raw -8096736.605089 + Penalty 3622.941548 = -8093113.663541
  nChanged 29
		SP:Iteration 25Q (75576.620000 sec): 3 clusters
  Score: Raw -8096742.976014 + Penalty 3622.941548 = -8093120.034466
  nChanged 29
		SP:Iteration 26Q (75577.120000 sec): 3 clusters
  Score: Raw -8096748.091202 + Penalty 3622.941548 = -8093125.149654
  nChanged 19
		SP:Iteration 27Q (75577.540000 sec): 3 clusters
  Score: Raw -8096751.749659 + Penalty 3622.941548 = -8093128.808111
  nChanged 18
		SP:Iteration 28Q (75578.020000 sec): 3 clusters
  Score: Raw -8096755.020568 + Penalty 3622.941548 = -8093132.079020
  nChanged 15
		SP:Iteration 29Q (75578.490000 sec): 3 clusters
  Score: Raw -8096758.337754 + Penalty 3622.941548 = -8093135.396206
  nChanged 9
		SP:Iteration 30Q (75578.970000 sec): 3 clusters
  Score: Raw -8096760.181264 + Penalty 3622.941548 = -8093137.239716
  nChanged 6
		SP:Iteration 31Q (75579.540000 sec): 3 clusters
  Score: Raw -8096760.881601 + Penalty 3622.941548 = -8093137.940054
  nChanged 3
		SP:Iteration 32Q (75580.010000 sec): 3 clusters
  Score: Raw -8096761.568996 + Penalty 3622.941548 = -8093138.627448
  nChanged 4
		SP:Iteration 33Q (75580.470000 sec): 3 clusters
  Score: Raw -8096762.469293 + Penalty 3622.941548 = -8093139.527745
  nChanged 4
		SP:Iteration 34Q (75580.940000 sec): 3 clusters
  Score: Raw -8096763.527754 + Penalty 3622.941548 = -8093140.586206
  nChanged 2
		SP:Iteration 35Q (75581.460000 sec): 3 clusters
  Score: Raw -8096763.847766 + Penalty 3622.941548 = -8093140.906218
  nChanged 3
		SP:Iteration 36Q (75581.930000 sec): 3 clusters
  Score: Raw -8096764.109671 + Penalty 3622.941548 = -8093141.168123
  nChanged 2
		SP:Iteration 37Q (75582.420000 sec): 3 clusters
  Score: Raw -8096764.236511 + Penalty 3622.941548 = -8093141.294964
  nChanged 1
		SP:Iteration 38Q (75582.920000 sec): 3 clusters
  Score: Raw -8096764.422033 + Penalty 3622.941548 = -8093141.480485
  nChanged 1
		SP:Iteration 39Q (75583.390000 sec): 3 clusters
  Score: Raw -8096764.535043 + Penalty 3622.941548 = -8093141.593495
  nChanged 0
		SP:Iteration 40F (75583.880000 sec): 3 clusters
  Score: Raw -8096764.535043 + Penalty 3622.941548 = -8093141.593495
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (108161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75584.470000 sec): 2 clusters
  Score: Raw -12238118.075267 + Penalty 1883.598622 = -12236234.476645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75585.240000 sec): 3 clusters
  Score: Raw -12167715.171799 + Penalty 3767.197244 = -12163947.974555
  nChanged 51935
		SP:Iteration 1F (75585.890000 sec): 3 clusters
  Score: Raw -12198035.606960 + Penalty 3767.197244 = -12194268.409715
  nChanged 4236
		SP:Iteration 2Q (75586.610000 sec): 3 clusters
  Score: Raw -12199331.343005 + Penalty 3767.197244 = -12195564.145760
  nChanged 4570
		SP:Iteration 3Q (75587.330000 sec): 3 clusters
  Score: Raw -12200906.408558 + Penalty 3767.197244 = -12197139.211313
  nChanged 4956
		SP:Iteration 4Q (75588.100000 sec): 3 clusters
  Score: Raw -12202957.417198 + Penalty 3767.197244 = -12199190.219954
  nChanged 5762
		SP:Iteration 5F (75588.810000 sec): 3 clusters
  Score: Raw -12205790.465564 + Penalty 3767.197244 = -12202023.268320
  nChanged 6708
		SP:Iteration 6F (75589.530000 sec): 3 clusters
  Score: Raw -12209821.949637 + Penalty 3767.197244 = -12206054.752392
  nChanged 7518
		SP:Iteration 7F (75590.210000 sec): 3 clusters
  Score: Raw -12215243.301331 + Penalty 3767.197244 = -12211476.104086
  nChanged 7878
		SP:Iteration 8F (75590.830000 sec): 3 clusters
  Score: Raw -12221684.559772 + Penalty 3767.197244 = -12217917.362528
  nChanged 6924
		SP:Iteration 9F (75591.480000 sec): 3 clusters
  Score: Raw -12227650.621204 + Penalty 3767.197244 = -12223883.423960
  nChanged 5226
		SP:Iteration 10Q (75592.180000 sec): 3 clusters
  Score: Raw -12232258.908142 + Penalty 3767.197244 = -12228491.710898
  nChanged 3402
		SP:Iteration 11Q (75592.870000 sec): 3 clusters
  Score: Raw -12235269.819928 + Penalty 3767.197244 = -12231502.622683
  nChanged 1873
		SP:Iteration 12Q (75593.490000 sec): 3 clusters
  Score: Raw -12236831.863046 + Penalty 3767.197244 = -12233064.665802
  nChanged 1037
		SP:Iteration 13Q (75594.190000 sec): 3 clusters
  Score: Raw -12237641.141156 + Penalty 3767.197244 = -12233873.943911
  nChanged 615
		SP:Iteration 14Q (75594.820000 sec): 3 clusters
  Score: Raw -12238030.010870 + Penalty 3767.197244 = -12234262.813625
  nChanged 412
		SP:Iteration 15Q (75595.550000 sec): 3 clusters
  Score: Raw -12238237.855940 + Penalty 3767.197244 = -12234470.658696
  nChanged 263
		SP:Iteration 16Q (75596.210000 sec): 3 clusters
  Score: Raw -12238354.814288 + Penalty 3767.197244 = -12234587.617044
  nChanged 199
		SP:Iteration 17Q (75596.880000 sec): 3 clusters
  Score: Raw -12238442.204207 + Penalty 3767.197244 = -12234675.006963
  nChanged 139
		SP:Iteration 18Q (75597.530000 sec): 3 clusters
  Score: Raw -12238502.690179 + Penalty 3767.197244 = -12234735.492935
  nChanged 115
		SP:Iteration 19Q (75598.110000 sec): 3 clusters
  Score: Raw -12238546.479864 + Penalty 3767.197244 = -12234779.282620
  nChanged 81
		SP:Iteration 20F (75598.800000 sec): 3 clusters
  Score: Raw -12238572.149749 + Penalty 3767.197244 = -12234804.952505
  nChanged 69
		SP:Iteration 21Q (75599.500000 sec): 3 clusters
  Score: Raw -12238594.575010 + Penalty 3767.197244 = -12234827.377765
  nChanged 62
		SP:Iteration 22Q (75600.140000 sec): 3 clusters
  Score: Raw -12238612.727954 + Penalty 3767.197244 = -12234845.530709
  nChanged 52
		SP:Iteration 23Q (75600.820000 sec): 3 clusters
  Score: Raw -12238629.068820 + Penalty 3767.197244 = -12234861.871575
  nChanged 33
		SP:Iteration 24Q (75601.420000 sec): 3 clusters
  Score: Raw -12238636.757683 + Penalty 3767.197244 = -12234869.560438
  nChanged 33
		SP:Iteration 25Q (75602.010000 sec): 3 clusters
  Score: Raw -12238644.526839 + Penalty 3767.197244 = -12234877.329595
  nChanged 29
		SP:Iteration 26Q (75602.600000 sec): 3 clusters
  Score: Raw -12238653.139418 + Penalty 3767.197244 = -12234885.942174
  nChanged 25
		SP:Iteration 27Q (75603.190000 sec): 3 clusters
  Score: Raw -12238661.798584 + Penalty 3767.197244 = -12234894.601339
  nChanged 32
		SP:Iteration 28Q (75603.860000 sec): 3 clusters
  Score: Raw -12238671.421803 + Penalty 3767.197244 = -12234904.224559
  nChanged 27
		SP:Iteration 29Q (75604.500000 sec): 3 clusters
  Score: Raw -12238680.605717 + Penalty 3767.197244 = -12234913.408473
  nChanged 19
		SP:Iteration 30Q (75605.170000 sec): 3 clusters
  Score: Raw -12238684.972505 + Penalty 3767.197244 = -12234917.775261
  nChanged 18
		SP:Iteration 31Q (75605.880000 sec): 3 clusters
  Score: Raw -12238689.934092 + Penalty 3767.197244 = -12234922.736848
  nChanged 21
		SP:Iteration 32Q (75606.510000 sec): 3 clusters
  Score: Raw -12238694.926076 + Penalty 3767.197244 = -12234927.728831
  nChanged 12
		SP:Iteration 33Q (75607.170000 sec): 3 clusters
  Score: Raw -12238697.308501 + Penalty 3767.197244 = -12234930.111256
  nChanged 19
		SP:Iteration 34Q (75607.870000 sec): 3 clusters
  Score: Raw -12238702.003274 + Penalty 3767.197244 = -12234934.806030
  nChanged 12
		SP:Iteration 35Q (75608.510000 sec): 3 clusters
  Score: Raw -12238704.180602 + Penalty 3767.197244 = -12234936.983358
  nChanged 7
		SP:Iteration 36Q (75609.210000 sec): 3 clusters
  Score: Raw -12238705.628619 + Penalty 3767.197244 = -12234938.431374
  nChanged 10
		SP:Iteration 37Q (75609.860000 sec): 3 clusters
  Score: Raw -12238708.009160 + Penalty 3767.197244 = -12234940.811916
  nChanged 8
		SP:Iteration 38Q (75610.490000 sec): 3 clusters
  Score: Raw -12238709.377082 + Penalty 3767.197244 = -12234942.179838
  nChanged 7
		SP:Iteration 39Q (75611.200000 sec): 3 clusters
  Score: Raw -12238710.529139 + Penalty 3767.197244 = -12234943.331895
  nChanged 7
		SP:Iteration 40F (75611.960000 sec): 3 clusters
  Score: Raw -12238712.413700 + Penalty 3767.197244 = -12234945.216456
  nChanged 8
		SP:Iteration 41Q (75612.620000 sec): 3 clusters
  Score: Raw -12238714.322990 + Penalty 3767.197244 = -12234947.125746
  nChanged 7
		SP:Iteration 42Q (75613.290000 sec): 3 clusters
  Score: Raw -12238716.098865 + Penalty 3767.197244 = -12234948.901621
  nChanged 7
		SP:Iteration 43Q (75613.920000 sec): 3 clusters
  Score: Raw -12238718.137662 + Penalty 3767.197244 = -12234950.940418
  nChanged 9
		SP:Iteration 44Q (75614.530000 sec): 3 clusters
  Score: Raw -12238720.419770 + Penalty 3767.197244 = -12234953.222525
  nChanged 14
		SP:Iteration 45Q (75615.140000 sec): 3 clusters
  Score: Raw -12238723.519337 + Penalty 3767.197244 = -12234956.322093
  nChanged 15
		SP:Iteration 46Q (75615.760000 sec): 3 clusters
  Score: Raw -12238726.724850 + Penalty 3767.197244 = -12234959.527606
  nChanged 12
		SP:Iteration 47Q (75616.430000 sec): 3 clusters
  Score: Raw -12238728.840275 + Penalty 3767.197244 = -12234961.643030
  nChanged 12
		SP:Iteration 48Q (75617.070000 sec): 3 clusters
  Score: Raw -12238731.329671 + Penalty 3767.197244 = -12234964.132426
  nChanged 8
		SP:Iteration 49Q (75617.750000 sec): 3 clusters
  Score: Raw -12238733.253639 + Penalty 3767.197244 = -12234966.056395
  nChanged 9
		SP:Iteration 50Q (75618.450000 sec): 3 clusters
  Score: Raw -12238735.044696 + Penalty 3767.197244 = -12234967.847451
  nChanged 10
		SP:Iteration 51Q (75619.140000 sec): 3 clusters
  Score: Raw -12238736.926324 + Penalty 3767.197244 = -12234969.729080
  nChanged 10
		SP:Iteration 52Q (75619.800000 sec): 3 clusters
  Score: Raw -12238738.915101 + Penalty 3767.197244 = -12234971.717857
  nChanged 4
		SP:Iteration 53Q (75620.480000 sec): 3 clusters
  Score: Raw -12238739.486751 + Penalty 3767.197244 = -12234972.289506
  nChanged 2
		SP:Iteration 54Q (75621.140000 sec): 3 clusters
  Score: Raw -12238740.158508 + Penalty 3767.197244 = -12234972.961264
  nChanged 5
		SP:Iteration 55Q (75621.770000 sec): 3 clusters
  Score: Raw -12238741.399698 + Penalty 3767.197244 = -12234974.202454
  nChanged 9
		SP:Iteration 56Q (75622.370000 sec): 3 clusters
  Score: Raw -12238742.553726 + Penalty 3767.197244 = -12234975.356482
  nChanged 7
		SP:Iteration 57Q (75623.080000 sec): 3 clusters
  Score: Raw -12238744.004004 + Penalty 3767.197244 = -12234976.806760
  nChanged 5
		SP:Iteration 58Q (75623.770000 sec): 3 clusters
  Score: Raw -12238745.261307 + Penalty 3767.197244 = -12234978.064063
  nChanged 7
		SP:Iteration 59Q (75624.510000 sec): 3 clusters
  Score: Raw -12238746.530726 + Penalty 3767.197244 = -12234979.333482
  nChanged 5
		SP:Iteration 60F (75625.220000 sec): 3 clusters
  Score: Raw -12238747.172601 + Penalty 3767.197244 = -12234979.975356
  nChanged 5
		SP:Iteration 61Q (75625.840000 sec): 3 clusters
  Score: Raw -12238747.895277 + Penalty 3767.197244 = -12234980.698033
  nChanged 4
		SP:Iteration 62Q (75626.480000 sec): 3 clusters
  Score: Raw -12238748.484412 + Penalty 3767.197244 = -12234981.287167
  nChanged 3
		SP:Iteration 63Q (75627.150000 sec): 3 clusters
  Score: Raw -12238749.067531 + Penalty 3767.197244 = -12234981.870286
  nChanged 3
		SP:Iteration 64Q (75627.830000 sec): 3 clusters
  Score: Raw -12238749.928888 + Penalty 3767.197244 = -12234982.731644
  nChanged 4
		SP:Iteration 65Q (75628.500000 sec): 3 clusters
  Score: Raw -12238750.979633 + Penalty 3767.197244 = -12234983.782389
  nChanged 9
		SP:Iteration 66Q (75629.110000 sec): 3 clusters
  Score: Raw -12238752.904290 + Penalty 3767.197244 = -12234985.707045
  nChanged 12
		SP:Iteration 67Q (75629.730000 sec): 3 clusters
  Score: Raw -12238756.100428 + Penalty 3767.197244 = -12234988.903184
  nChanged 14
		SP:Iteration 68Q (75630.360000 sec): 3 clusters
  Score: Raw -12238759.648399 + Penalty 3767.197244 = -12234992.451155
  nChanged 13
		SP:Iteration 69Q (75630.970000 sec): 3 clusters
  Score: Raw -12238762.250191 + Penalty 3767.197244 = -12234995.052946
  nChanged 14
		SP:Iteration 70Q (75631.590000 sec): 3 clusters
  Score: Raw -12238766.033994 + Penalty 3767.197244 = -12234998.836749
  nChanged 12
		SP:Iteration 71Q (75632.170000 sec): 3 clusters
  Score: Raw -12238768.766633 + Penalty 3767.197244 = -12235001.569388
  nChanged 15
		SP:Iteration 72Q (75632.710000 sec): 3 clusters
  Score: Raw -12238771.150364 + Penalty 3767.197244 = -12235003.953119
  nChanged 6
		SP:Iteration 73Q (75633.290000 sec): 3 clusters
  Score: Raw -12238772.313710 + Penalty 3767.197244 = -12235005.116465
  nChanged 8
		SP:Iteration 74Q (75633.950000 sec): 3 clusters
  Score: Raw -12238773.768863 + Penalty 3767.197244 = -12235006.571618
  nChanged 8
		SP:Iteration 75Q (75634.630000 sec): 3 clusters
  Score: Raw -12238774.986436 + Penalty 3767.197244 = -12235007.789191
  nChanged 5
		SP:Iteration 76Q (75635.320000 sec): 3 clusters
  Score: Raw -12238775.652343 + Penalty 3767.197244 = -12235008.455099
  nChanged 3
		SP:Iteration 77Q (75635.920000 sec): 3 clusters
  Score: Raw -12238776.464236 + Penalty 3767.197244 = -12235009.266992
  nChanged 3
		SP:Iteration 78Q (75636.600000 sec): 3 clusters
  Score: Raw -12238776.866449 + Penalty 3767.197244 = -12235009.669205
  nChanged 2
		SP:Iteration 79Q (75637.270000 sec): 3 clusters
  Score: Raw -12238777.203573 + Penalty 3767.197244 = -12235010.006329
  nChanged 0
		SP:Iteration 80F (75637.960000 sec): 3 clusters
  Score: Raw -12238777.203573 + Penalty 3767.197244 = -12235010.006329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (36745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75638.250000 sec): 2 clusters
  Score: Raw -4476407.728239 + Penalty 1708.160584 = -4474699.567654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75638.680000 sec): 3 clusters
  Score: Raw -4453450.902074 + Penalty 3416.321168 = -4450034.580906
  nChanged 17054
		SP:Iteration 1F (75639.040000 sec): 3 clusters
  Score: Raw -4463211.821615 + Penalty 3416.321168 = -4459795.500447
  nChanged 1796
		SP:Iteration 2Q (75639.410000 sec): 3 clusters
  Score: Raw -4463867.662722 + Penalty 3416.321168 = -4460451.341554
  nChanged 1871
		SP:Iteration 3F (75639.770000 sec): 3 clusters
  Score: Raw -4464690.884520 + Penalty 3416.321168 = -4461274.563352
  nChanged 2154
		SP:Iteration 4F (75640.110000 sec): 3 clusters
  Score: Raw -4465878.246287 + Penalty 3416.321168 = -4462461.925119
  nChanged 2549
		SP:Iteration 5F (75640.500000 sec): 3 clusters
  Score: Raw -4467633.351883 + Penalty 3416.321168 = -4464217.030715
  nChanged 2684
		SP:Iteration 6F (75640.830000 sec): 3 clusters
  Score: Raw -4469749.916057 + Penalty 3416.321168 = -4466333.594888
  nChanged 2477
		SP:Iteration 7F (75641.170000 sec): 3 clusters
  Score: Raw -4471932.317184 + Penalty 3416.321168 = -4468515.996016
  nChanged 1993
		SP:Iteration 8F (75641.520000 sec): 3 clusters
  Score: Raw -4473916.619777 + Penalty 3416.321168 = -4470500.298609
  nChanged 1243
		SP:Iteration 9Q (75641.850000 sec): 3 clusters
  Score: Raw -4475362.663348 + Penalty 3416.321168 = -4471946.342180
  nChanged 784
		SP:Iteration 10Q (75642.140000 sec): 3 clusters
  Score: Raw -4476244.035276 + Penalty 3416.321168 = -4472827.714108
  nChanged 513
		SP:Iteration 11Q (75642.510000 sec): 3 clusters
  Score: Raw -4476692.269213 + Penalty 3416.321168 = -4473275.948045
  nChanged 309
		SP:Iteration 12Q (75642.810000 sec): 3 clusters
  Score: Raw -4476880.085718 + Penalty 3416.321168 = -4473463.764550
  nChanged 179
		SP:Iteration 13Q (75643.170000 sec): 3 clusters
  Score: Raw -4476961.932886 + Penalty 3416.321168 = -4473545.611717
  nChanged 124
		SP:Iteration 14Q (75643.570000 sec): 3 clusters
  Score: Raw -4477010.735981 + Penalty 3416.321168 = -4473594.414812
  nChanged 98
		SP:Iteration 15Q (75643.880000 sec): 3 clusters
  Score: Raw -4477050.363283 + Penalty 3416.321168 = -4473634.042115
  nChanged 83
		SP:Iteration 16Q (75644.220000 sec): 3 clusters
  Score: Raw -4477087.610241 + Penalty 3416.321168 = -4473671.289073
  nChanged 80
		SP:Iteration 17Q (75644.550000 sec): 3 clusters
  Score: Raw -4477114.698977 + Penalty 3416.321168 = -4473698.377809
  nChanged 59
		SP:Iteration 18Q (75644.890000 sec): 3 clusters
  Score: Raw -4477132.201176 + Penalty 3416.321168 = -4473715.880007
  nChanged 54
		SP:Iteration 19Q (75645.240000 sec): 3 clusters
  Score: Raw -4477147.180490 + Penalty 3416.321168 = -4473730.859322
  nChanged 45
		SP:Iteration 20F (75645.690000 sec): 3 clusters
  Score: Raw -4477162.059035 + Penalty 3416.321168 = -4473745.737867
  nChanged 35
		SP:Iteration 21Q (75646.010000 sec): 3 clusters
  Score: Raw -4477171.974928 + Penalty 3416.321168 = -4473755.653760
  nChanged 29
		SP:Iteration 22Q (75646.350000 sec): 3 clusters
  Score: Raw -4477179.190828 + Penalty 3416.321168 = -4473762.869659
  nChanged 25
		SP:Iteration 23Q (75646.700000 sec): 3 clusters
  Score: Raw -4477184.441910 + Penalty 3416.321168 = -4473768.120741
  nChanged 21
		SP:Iteration 24Q (75647.010000 sec): 3 clusters
  Score: Raw -4477187.958724 + Penalty 3416.321168 = -4473771.637555
  nChanged 16
		SP:Iteration 25Q (75647.410000 sec): 3 clusters
  Score: Raw -4477189.968502 + Penalty 3416.321168 = -4473773.647334
  nChanged 4
		SP:Iteration 26Q (75647.770000 sec): 3 clusters
  Score: Raw -4477190.332781 + Penalty 3416.321168 = -4473774.011613
  nChanged 3
		SP:Iteration 27Q (75648.140000 sec): 3 clusters
  Score: Raw -4477190.588479 + Penalty 3416.321168 = -4473774.267311
  nChanged 0
		SP:Iteration 28F (75648.520000 sec): 3 clusters
  Score: Raw -4477190.588479 + Penalty 3416.321168 = -4473774.267311
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (322393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75650.160000 sec): 2 clusters
  Score: Raw -39176170.868860 + Penalty 2061.073069 = -39174109.795791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75651.810000 sec): 3 clusters
  Score: Raw -38960279.349157 + Penalty 4122.146138 = -38956157.203020
  nChanged 157578
		SP:Iteration 1F (75653.390000 sec): 3 clusters
  Score: Raw -39055018.642701 + Penalty 4122.146138 = -39050896.496563
  nChanged 8893
		SP:Iteration 2Q (75655.030000 sec): 3 clusters
  Score: Raw -39057263.303518 + Penalty 4122.146138 = -39053141.157380
  nChanged 11251
		SP:Iteration 3Q (75656.630000 sec): 3 clusters
  Score: Raw -39061016.527351 + Penalty 4122.146138 = -39056894.381213
  nChanged 14807
		SP:Iteration 4Q (75658.090000 sec): 3 clusters
  Score: Raw -39067643.886656 + Penalty 4122.146138 = -39063521.740518
  nChanged 20174
		SP:Iteration 5F (75659.570000 sec): 3 clusters
  Score: Raw -39079818.554247 + Penalty 4122.146138 = -39075696.408109
  nChanged 26398
		SP:Iteration 6F (75661.000000 sec): 3 clusters
  Score: Raw -39100452.357080 + Penalty 4122.146138 = -39096330.210942
  nChanged 29382
		SP:Iteration 7F (75662.480000 sec): 3 clusters
  Score: Raw -39127743.931202 + Penalty 4122.146138 = -39123621.785064
  nChanged 25297
		SP:Iteration 8F (75664.050000 sec): 3 clusters
  Score: Raw -39152967.203072 + Penalty 4122.146138 = -39148845.056934
  nChanged 15205
		SP:Iteration 9Q (75665.640000 sec): 3 clusters
  Score: Raw -39167918.653346 + Penalty 4122.146138 = -39163796.507209
  nChanged 6317
		SP:Iteration 10Q (75667.190000 sec): 3 clusters
  Score: Raw -39173799.964811 + Penalty 4122.146138 = -39169677.818674
  nChanged 1975
		SP:Iteration 11Q (75668.550000 sec): 3 clusters
  Score: Raw -39175514.825058 + Penalty 4122.146138 = -39171392.678920
  nChanged 598
		SP:Iteration 12Q (75669.950000 sec): 3 clusters
  Score: Raw -39176057.784094 + Penalty 4122.146138 = -39171935.637956
  nChanged 211
		SP:Iteration 13Q (75671.420000 sec): 3 clusters
  Score: Raw -39176260.978894 + Penalty 4122.146138 = -39172138.832756
  nChanged 106
		SP:Iteration 14Q (75672.870000 sec): 3 clusters
  Score: Raw -39176343.205097 + Penalty 4122.146138 = -39172221.058959
  nChanged 73
		SP:Iteration 15Q (75674.410000 sec): 3 clusters
  Score: Raw -39176395.562125 + Penalty 4122.146138 = -39172273.415987
  nChanged 53
		SP:Iteration 16Q (75675.810000 sec): 3 clusters
  Score: Raw -39176434.953083 + Penalty 4122.146138 = -39172312.806946
  nChanged 42
		SP:Iteration 17Q (75677.200000 sec): 3 clusters
  Score: Raw -39176467.548204 + Penalty 4122.146138 = -39172345.402066
  nChanged 32
		SP:Iteration 18Q (75678.640000 sec): 3 clusters
  Score: Raw -39176495.075918 + Penalty 4122.146138 = -39172372.929780
  nChanged 36
		SP:Iteration 19Q (75679.990000 sec): 3 clusters
  Score: Raw -39176518.136789 + Penalty 4122.146138 = -39172395.990652
  nChanged 25
		SP:Iteration 20F (75681.550000 sec): 3 clusters
  Score: Raw -39176538.532469 + Penalty 4122.146138 = -39172416.386331
  nChanged 32
		SP:Iteration 21Q (75682.980000 sec): 3 clusters
  Score: Raw -39176567.445542 + Penalty 4122.146138 = -39172445.299404
  nChanged 30
		SP:Iteration 22Q (75684.420000 sec): 3 clusters
  Score: Raw -39176594.078922 + Penalty 4122.146138 = -39172471.932784
  nChanged 31
		SP:Iteration 23Q (75685.800000 sec): 3 clusters
  Score: Raw -39176616.647090 + Penalty 4122.146138 = -39172494.500952
  nChanged 24
		SP:Iteration 24Q (75687.280000 sec): 3 clusters
  Score: Raw -39176633.493050 + Penalty 4122.146138 = -39172511.346912
  nChanged 13
		SP:Iteration 25Q (75688.610000 sec): 3 clusters
  Score: Raw -39176641.296140 + Penalty 4122.146138 = -39172519.150003
  nChanged 9
		SP:Iteration 26Q (75689.890000 sec): 3 clusters
  Score: Raw -39176645.058174 + Penalty 4122.146138 = -39172522.912036
  nChanged 8
		SP:Iteration 27Q (75691.240000 sec): 3 clusters
  Score: Raw -39176648.490741 + Penalty 4122.146138 = -39172526.344603
  nChanged 12
		SP:Iteration 28Q (75692.600000 sec): 3 clusters
  Score: Raw -39176654.425210 + Penalty 4122.146138 = -39172532.279073
  nChanged 11
		SP:Iteration 29Q (75693.950000 sec): 3 clusters
  Score: Raw -39176660.810984 + Penalty 4122.146138 = -39172538.664847
  nChanged 12
		SP:Iteration 30Q (75695.340000 sec): 3 clusters
  Score: Raw -39176670.460864 + Penalty 4122.146138 = -39172548.314727
  nChanged 20
		SP:Iteration 31Q (75696.640000 sec): 3 clusters
  Score: Raw -39176682.230973 + Penalty 4122.146138 = -39172560.084835
  nChanged 20
		SP:Iteration 32Q (75697.970000 sec): 3 clusters
  Score: Raw -39176698.484061 + Penalty 4122.146138 = -39172576.337924
  nChanged 25
		SP:Iteration 33Q (75699.330000 sec): 3 clusters
  Score: Raw -39176718.973791 + Penalty 4122.146138 = -39172596.827654
  nChanged 29
		SP:Iteration 34Q (75700.690000 sec): 3 clusters
  Score: Raw -39176741.958011 + Penalty 4122.146138 = -39172619.811873
  nChanged 40
		SP:Iteration 35Q (75701.990000 sec): 3 clusters
  Score: Raw -39176772.367908 + Penalty 4122.146138 = -39172650.221770
  nChanged 47
		SP:Iteration 36Q (75703.340000 sec): 3 clusters
  Score: Raw -39176805.498343 + Penalty 4122.146138 = -39172683.352206
  nChanged 43
		SP:Iteration 37Q (75704.800000 sec): 3 clusters
  Score: Raw -39176839.623589 + Penalty 4122.146138 = -39172717.477452
  nChanged 50
		SP:Iteration 38Q (75706.210000 sec): 3 clusters
  Score: Raw -39176881.167439 + Penalty 4122.146138 = -39172759.021302
  nChanged 50
		SP:Iteration 39Q (75707.560000 sec): 3 clusters
  Score: Raw -39176918.671221 + Penalty 4122.146138 = -39172796.525084
  nChanged 48
		SP:Iteration 40F (75709.050000 sec): 3 clusters
  Score: Raw -39176967.724781 + Penalty 4122.146138 = -39172845.578643
  nChanged 59
		SP:Iteration 41Q (75710.440000 sec): 3 clusters
  Score: Raw -39177021.770804 + Penalty 4122.146138 = -39172899.624666
  nChanged 72
		SP:Iteration 42Q (75711.950000 sec): 3 clusters
  Score: Raw -39177085.495138 + Penalty 4122.146138 = -39172963.349001
  nChanged 85
		SP:Iteration 43Q (75713.410000 sec): 3 clusters
  Score: Raw -39177167.518667 + Penalty 4122.146138 = -39173045.372529
  nChanged 113
		SP:Iteration 44Q (75714.900000 sec): 3 clusters
  Score: Raw -39177264.991547 + Penalty 4122.146138 = -39173142.845409
  nChanged 113
		SP:Iteration 45Q (75716.190000 sec): 3 clusters
  Score: Raw -39177360.705010 + Penalty 4122.146138 = -39173238.558872
  nChanged 129
		SP:Iteration 46Q (75717.500000 sec): 3 clusters
  Score: Raw -39177452.689960 + Penalty 4122.146138 = -39173330.543822
  nChanged 108
		SP:Iteration 47Q (75718.920000 sec): 3 clusters
  Score: Raw -39177524.296620 + Penalty 4122.146138 = -39173402.150483
  nChanged 110
		SP:Iteration 48Q (75720.310000 sec): 3 clusters
  Score: Raw -39177600.189802 + Penalty 4122.146138 = -39173478.043664
  nChanged 119
		SP:Iteration 49Q (75721.610000 sec): 3 clusters
  Score: Raw -39177666.169360 + Penalty 4122.146138 = -39173544.023222
  nChanged 111
		SP:Iteration 50Q (75722.990000 sec): 3 clusters
  Score: Raw -39177712.785902 + Penalty 4122.146138 = -39173590.639764
  nChanged 77
		SP:Iteration 51Q (75724.270000 sec): 3 clusters
  Score: Raw -39177740.977213 + Penalty 4122.146138 = -39173618.831075
  nChanged 50
		SP:Iteration 52Q (75725.490000 sec): 3 clusters
  Score: Raw -39177756.582217 + Penalty 4122.146138 = -39173634.436080
  nChanged 40
		SP:Iteration 53Q (75726.860000 sec): 3 clusters
  Score: Raw -39177771.390635 + Penalty 4122.146138 = -39173649.244498
  nChanged 36
		SP:Iteration 54Q (75728.380000 sec): 3 clusters
  Score: Raw -39177782.975507 + Penalty 4122.146138 = -39173660.829370
  nChanged 32
		SP:Iteration 55Q (75729.820000 sec): 3 clusters
  Score: Raw -39177792.441599 + Penalty 4122.146138 = -39173670.295461
  nChanged 27
		SP:Iteration 56Q (75731.320000 sec): 3 clusters
  Score: Raw -39177798.607934 + Penalty 4122.146138 = -39173676.461796
  nChanged 15
		SP:Iteration 57Q (75732.780000 sec): 3 clusters
  Score: Raw -39177801.734169 + Penalty 4122.146138 = -39173679.588032
  nChanged 11
		SP:Iteration 58Q (75734.200000 sec): 3 clusters
  Score: Raw -39177805.117734 + Penalty 4122.146138 = -39173682.971596
  nChanged 16
		SP:Iteration 59Q (75735.580000 sec): 3 clusters
  Score: Raw -39177808.564725 + Penalty 4122.146138 = -39173686.418587
  nChanged 7
		SP:Iteration 60F (75737.120000 sec): 3 clusters
  Score: Raw -39177906.283229 + Penalty 4122.146138 = -39173784.137091
  nChanged 120
		SP:Iteration 61Q (75738.520000 sec): 3 clusters
  Score: Raw -39177967.993545 + Penalty 4122.146138 = -39173845.847408
  nChanged 94
		SP:Iteration 62Q (75739.790000 sec): 3 clusters
  Score: Raw -39178005.802921 + Penalty 4122.146138 = -39173883.656783
  nChanged 77
		SP:Iteration 63Q (75741.090000 sec): 3 clusters
  Score: Raw -39178027.287281 + Penalty 4122.146138 = -39173905.141143
  nChanged 75
		SP:Iteration 64Q (75742.420000 sec): 3 clusters
  Score: Raw -39178048.601314 + Penalty 4122.146138 = -39173926.455176
  nChanged 56
		SP:Iteration 65Q (75743.710000 sec): 3 clusters
  Score: Raw -39178063.437726 + Penalty 4122.146138 = -39173941.291588
  nChanged 53
		SP:Iteration 66Q (75745.030000 sec): 3 clusters
  Score: Raw -39178077.808346 + Penalty 4122.146138 = -39173955.662209
  nChanged 48
		SP:Iteration 67Q (75746.370000 sec): 3 clusters
  Score: Raw -39178087.750644 + Penalty 4122.146138 = -39173965.604507
  nChanged 38
		SP:Iteration 68Q (75747.860000 sec): 3 clusters
  Score: Raw -39178094.649258 + Penalty 4122.146138 = -39173972.503120
  nChanged 31
		SP:Iteration 69Q (75749.250000 sec): 3 clusters
  Score: Raw -39178101.372454 + Penalty 4122.146138 = -39173979.226317
  nChanged 36
		SP:Iteration 70Q (75750.680000 sec): 3 clusters
  Score: Raw -39178108.997780 + Penalty 4122.146138 = -39173986.851643
  nChanged 32
		SP:Iteration 71Q (75752.070000 sec): 3 clusters
  Score: Raw -39178115.187368 + Penalty 4122.146138 = -39173993.041231
  nChanged 24
		SP:Iteration 72Q (75753.480000 sec): 3 clusters
  Score: Raw -39178118.659687 + Penalty 4122.146138 = -39173996.513549
  nChanged 16
		SP:Iteration 73Q (75754.850000 sec): 3 clusters
  Score: Raw -39178120.793842 + Penalty 4122.146138 = -39173998.647704
  nChanged 14
		SP:Iteration 74Q (75756.240000 sec): 3 clusters
  Score: Raw -39178123.423397 + Penalty 4122.146138 = -39174001.277259
  nChanged 26
		SP:Iteration 75Q (75757.640000 sec): 3 clusters
  Score: Raw -39178127.648106 + Penalty 4122.146138 = -39174005.501969
  nChanged 22
		SP:Iteration 76Q (75758.930000 sec): 3 clusters
  Score: Raw -39178131.333157 + Penalty 4122.146138 = -39174009.187020
  nChanged 19
		SP:Iteration 77Q (75760.170000 sec): 3 clusters
  Score: Raw -39178133.514735 + Penalty 4122.146138 = -39174011.368598
  nChanged 12
		SP:Iteration 78Q (75761.410000 sec): 3 clusters
  Score: Raw -39178134.805350 + Penalty 4122.146138 = -39174012.659212
  nChanged 7
		SP:Iteration 79Q (75762.710000 sec): 3 clusters
  Score: Raw -39178135.791008 + Penalty 4122.146138 = -39174013.644871
  nChanged 4
		SP:Iteration 80F (75764.220000 sec): 3 clusters
  Score: Raw -39178136.119642 + Penalty 4122.146138 = -39174013.973504
  nChanged 2
		SP:Iteration 81Q (75765.510000 sec): 3 clusters
  Score: Raw -39178136.312723 + Penalty 4122.146138 = -39174014.166585
  nChanged 2
		SP:Iteration 82Q (75766.840000 sec): 3 clusters
  Score: Raw -39178136.465044 + Penalty 4122.146138 = -39174014.318906
  nChanged 1
		SP:Iteration 83Q (75768.120000 sec): 3 clusters
  Score: Raw -39178136.602342 + Penalty 4122.146138 = -39174014.456204
  nChanged 3
		SP:Iteration 84Q (75769.380000 sec): 3 clusters
  Score: Raw -39178136.824255 + Penalty 4122.146138 = -39174014.678117
  nChanged 0
		SP:Iteration 85F (75770.880000 sec): 3 clusters
  Score: Raw -39178136.824255 + Penalty 4122.146138 = -39174014.678117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75771.410000 sec): 2 clusters
  Score: Raw -8555143.819348 + Penalty 1817.943996 = -8553325.875352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75771.980000 sec): 3 clusters
  Score: Raw -8508554.255049 + Penalty 3635.887992 = -8504918.367056
  nChanged 34420
		SP:Iteration 1F (75772.480000 sec): 3 clusters
  Score: Raw -8528939.597532 + Penalty 3635.887992 = -8525303.709540
  nChanged 3553
		SP:Iteration 2Q (75773.000000 sec): 3 clusters
  Score: Raw -8530490.788811 + Penalty 3635.887992 = -8526854.900819
  nChanged 4398
		SP:Iteration 3F (75773.550000 sec): 3 clusters
  Score: Raw -8532819.264623 + Penalty 3635.887992 = -8529183.376631
  nChanged 5163
		SP:Iteration 4F (75774.140000 sec): 3 clusters
  Score: Raw -8536048.380143 + Penalty 3635.887992 = -8532412.492151
  nChanged 5604
		SP:Iteration 5F (75774.670000 sec): 3 clusters
  Score: Raw -8540002.322018 + Penalty 3635.887992 = -8536366.434026
  nChanged 5278
		SP:Iteration 6F (75775.150000 sec): 3 clusters
  Score: Raw -8544223.350843 + Penalty 3635.887992 = -8540587.462851
  nChanged 4377
		SP:Iteration 7F (75775.650000 sec): 3 clusters
  Score: Raw -8548200.773821 + Penalty 3635.887992 = -8544564.885829
  nChanged 3132
		SP:Iteration 8Q (75776.200000 sec): 3 clusters
  Score: Raw -8551445.093644 + Penalty 3635.887992 = -8547809.205652
  nChanged 1940
		SP:Iteration 9Q (75776.740000 sec): 3 clusters
  Score: Raw -8553352.707383 + Penalty 3635.887992 = -8549716.819391
  nChanged 1203
		SP:Iteration 10Q (75777.250000 sec): 3 clusters
  Score: Raw -8554458.055507 + Penalty 3635.887992 = -8550822.167515
  nChanged 759
		SP:Iteration 11Q (75777.800000 sec): 3 clusters
  Score: Raw -8555136.406353 + Penalty 3635.887992 = -8551500.518361
  nChanged 540
		SP:Iteration 12Q (75778.310000 sec): 3 clusters
  Score: Raw -8555577.236709 + Penalty 3635.887992 = -8551941.348717
  nChanged 396
		SP:Iteration 13Q (75778.780000 sec): 3 clusters
  Score: Raw -8555840.877044 + Penalty 3635.887992 = -8552204.989052
  nChanged 321
		SP:Iteration 14Q (75779.340000 sec): 3 clusters
  Score: Raw -8556022.001379 + Penalty 3635.887992 = -8552386.113387
  nChanged 234
		SP:Iteration 15Q (75779.830000 sec): 3 clusters
  Score: Raw -8556138.487179 + Penalty 3635.887992 = -8552502.599187
  nChanged 189
		SP:Iteration 16Q (75780.330000 sec): 3 clusters
  Score: Raw -8556219.843044 + Penalty 3635.887992 = -8552583.955052
  nChanged 151
		SP:Iteration 17Q (75780.820000 sec): 3 clusters
  Score: Raw -8556267.784311 + Penalty 3635.887992 = -8552631.896319
  nChanged 114
		SP:Iteration 18Q (75781.330000 sec): 3 clusters
  Score: Raw -8556297.154401 + Penalty 3635.887992 = -8552661.266409
  nChanged 81
		SP:Iteration 19Q (75781.810000 sec): 3 clusters
  Score: Raw -8556315.529447 + Penalty 3635.887992 = -8552679.641455
  nChanged 75
		SP:Iteration 20F (75782.350000 sec): 3 clusters
  Score: Raw -8556329.791161 + Penalty 3635.887992 = -8552693.903169
  nChanged 47
		SP:Iteration 21Q (75782.860000 sec): 3 clusters
  Score: Raw -8556338.040804 + Penalty 3635.887992 = -8552702.152812
  nChanged 39
		SP:Iteration 22Q (75783.340000 sec): 3 clusters
  Score: Raw -8556345.901943 + Penalty 3635.887992 = -8552710.013951
  nChanged 37
		SP:Iteration 23Q (75783.820000 sec): 3 clusters
  Score: Raw -8556353.111877 + Penalty 3635.887992 = -8552717.223885
  nChanged 33
		SP:Iteration 24Q (75784.340000 sec): 3 clusters
  Score: Raw -8556358.605091 + Penalty 3635.887992 = -8552722.717099
  nChanged 23
		SP:Iteration 25Q (75784.800000 sec): 3 clusters
  Score: Raw -8556361.483960 + Penalty 3635.887992 = -8552725.595968
  nChanged 21
		SP:Iteration 26Q (75785.350000 sec): 3 clusters
  Score: Raw -8556363.746048 + Penalty 3635.887992 = -8552727.858056
  nChanged 11
		SP:Iteration 27Q (75785.880000 sec): 3 clusters
  Score: Raw -8556364.888176 + Penalty 3635.887992 = -8552729.000184
  nChanged 9
		SP:Iteration 28Q (75786.380000 sec): 3 clusters
  Score: Raw -8556365.544450 + Penalty 3635.887992 = -8552729.656458
  nChanged 1
		SP:Iteration 29Q (75786.910000 sec): 3 clusters
  Score: Raw -8556365.784014 + Penalty 3635.887992 = -8552729.896022
  nChanged 1
		SP:Iteration 30Q (75787.420000 sec): 3 clusters
  Score: Raw -8556365.841585 + Penalty 3635.887992 = -8552729.953593
  nChanged 0
		SP:Iteration 31F (75787.910000 sec): 3 clusters
  Score: Raw -8556365.841585 + Penalty 3635.887992 = -8552729.953593
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75788.050000 sec): 2 clusters
  Score: Raw -709627.347613 + Penalty 1436.052417 = -708191.295196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75788.300000 sec): 3 clusters
  Score: Raw -705917.033909 + Penalty 2872.104834 = -703044.929075
  nChanged 2957
		SP:Iteration 1F (75788.530000 sec): 3 clusters
  Score: Raw -707978.754833 + Penalty 2872.104834 = -705106.649999
  nChanged 690
		SP:Iteration 2F (75788.750000 sec): 3 clusters
  Score: Raw -708763.668663 + Penalty 2872.104834 = -705891.563828
  nChanged 638
		SP:Iteration 3F (75788.970000 sec): 3 clusters
  Score: Raw -709492.899625 + Penalty 2872.104834 = -706620.794790
  nChanged 540
		SP:Iteration 4F (75789.250000 sec): 3 clusters
  Score: Raw -710068.745691 + Penalty 2872.104834 = -707196.640857
  nChanged 427
		SP:Iteration 5F (75789.460000 sec): 3 clusters
  Score: Raw -710388.987593 + Penalty 2872.104834 = -707516.882759
  nChanged 288
		SP:Iteration 6Q (75789.710000 sec): 3 clusters
  Score: Raw -710544.149216 + Penalty 2872.104834 = -707672.044381
  nChanged 188
		SP:Iteration 7Q (75789.910000 sec): 3 clusters
  Score: Raw -710623.767631 + Penalty 2872.104834 = -707751.662797
  nChanged 137
		SP:Iteration 8Q (75790.150000 sec): 3 clusters
  Score: Raw -710676.417086 + Penalty 2872.104834 = -707804.312251
  nChanged 98
		SP:Iteration 9Q (75790.340000 sec): 3 clusters
  Score: Raw -710709.972160 + Penalty 2872.104834 = -707837.867326
  nChanged 82
		SP:Iteration 10Q (75790.550000 sec): 3 clusters
  Score: Raw -710738.809417 + Penalty 2872.104834 = -707866.704583
  nChanged 67
		SP:Iteration 11Q (75790.790000 sec): 3 clusters
  Score: Raw -710766.028833 + Penalty 2872.104834 = -707893.923999
  nChanged 59
		SP:Iteration 12Q (75790.990000 sec): 3 clusters
  Score: Raw -710786.197410 + Penalty 2872.104834 = -707914.092576
  nChanged 52
		SP:Iteration 13Q (75791.210000 sec): 3 clusters
  Score: Raw -710803.939476 + Penalty 2872.104834 = -707931.834642
  nChanged 60
		SP:Iteration 14Q (75791.420000 sec): 3 clusters
  Score: Raw -710824.742217 + Penalty 2872.104834 = -707952.637383
  nChanged 50
		SP:Iteration 15Q (75791.630000 sec): 3 clusters
  Score: Raw -710840.748140 + Penalty 2872.104834 = -707968.643305
  nChanged 42
		SP:Iteration 16Q (75791.860000 sec): 3 clusters
  Score: Raw -710852.484900 + Penalty 2872.104834 = -707980.380066
  nChanged 37
		SP:Iteration 17Q (75792.100000 sec): 3 clusters
  Score: Raw -710864.156983 + Penalty 2872.104834 = -707992.052149
  nChanged 41
		SP:Iteration 18Q (75792.290000 sec): 3 clusters
  Score: Raw -710877.884539 + Penalty 2872.104834 = -708005.779705
  nChanged 37
		SP:Iteration 19Q (75792.520000 sec): 3 clusters
  Score: Raw -710893.462270 + Penalty 2872.104834 = -708021.357435
  nChanged 52
		SP:Iteration 20F (75792.770000 sec): 3 clusters
  Score: Raw -710911.578721 + Penalty 2872.104834 = -708039.473887
  nChanged 48
		SP:Iteration 21Q (75792.990000 sec): 3 clusters
  Score: Raw -710922.374510 + Penalty 2872.104834 = -708050.269676
  nChanged 33
		SP:Iteration 22Q (75793.270000 sec): 3 clusters
  Score: Raw -710928.902409 + Penalty 2872.104834 = -708056.797575
  nChanged 34
		SP:Iteration 23Q (75793.510000 sec): 3 clusters
  Score: Raw -710937.862055 + Penalty 2872.104834 = -708065.757221
  nChanged 39
		SP:Iteration 24Q (75793.750000 sec): 3 clusters
  Score: Raw -710949.405223 + Penalty 2872.104834 = -708077.300389
  nChanged 42
		SP:Iteration 25Q (75794.000000 sec): 3 clusters
  Score: Raw -710957.555850 + Penalty 2872.104834 = -708085.451016
  nChanged 25
		SP:Iteration 26Q (75794.290000 sec): 3 clusters
  Score: Raw -710962.856073 + Penalty 2872.104834 = -708090.751239
  nChanged 33
		SP:Iteration 27Q (75794.470000 sec): 3 clusters
  Score: Raw -710971.031973 + Penalty 2872.104834 = -708098.927139
  nChanged 25
		SP:Iteration 28Q (75794.680000 sec): 3 clusters
  Score: Raw -710979.243544 + Penalty 2872.104834 = -708107.138710
  nChanged 24
		SP:Iteration 29Q (75794.930000 sec): 3 clusters
  Score: Raw -710985.361015 + Penalty 2872.104834 = -708113.256181
  nChanged 28
		SP:Iteration 30Q (75795.140000 sec): 3 clusters
  Score: Raw -710992.325166 + Penalty 2872.104834 = -708120.220332
  nChanged 34
		SP:Iteration 31Q (75795.440000 sec): 3 clusters
  Score: Raw -711001.188998 + Penalty 2872.104834 = -708129.084163
  nChanged 29
		SP:Iteration 32Q (75795.660000 sec): 3 clusters
  Score: Raw -711010.489462 + Penalty 2872.104834 = -708138.384627
  nChanged 35
		SP:Iteration 33Q (75795.890000 sec): 3 clusters
  Score: Raw -711019.263162 + Penalty 2872.104834 = -708147.158328
  nChanged 34
		SP:Iteration 34Q (75796.130000 sec): 3 clusters
  Score: Raw -711027.287584 + Penalty 2872.104834 = -708155.182749
  nChanged 32
		SP:Iteration 35Q (75796.420000 sec): 3 clusters
  Score: Raw -711034.875584 + Penalty 2872.104834 = -708162.770749
  nChanged 21
		SP:Iteration 36Q (75796.630000 sec): 3 clusters
  Score: Raw -711037.963291 + Penalty 2872.104834 = -708165.858457
  nChanged 13
		SP:Iteration 37Q (75796.850000 sec): 3 clusters
  Score: Raw -711041.471731 + Penalty 2872.104834 = -708169.366897
  nChanged 17
		SP:Iteration 38Q (75797.050000 sec): 3 clusters
  Score: Raw -711044.755647 + Penalty 2872.104834 = -708172.650813
  nChanged 17
		SP:Iteration 39Q (75797.300000 sec): 3 clusters
  Score: Raw -711047.940919 + Penalty 2872.104834 = -708175.836085
  nChanged 19
		SP:Iteration 40F (75797.520000 sec): 3 clusters
  Score: Raw -711051.933466 + Penalty 2872.104834 = -708179.828632
  nChanged 14
		SP:Iteration 41Q (75797.690000 sec): 3 clusters
  Score: Raw -711055.706755 + Penalty 2872.104834 = -708183.601921
  nChanged 18
		SP:Iteration 42Q (75797.890000 sec): 3 clusters
  Score: Raw -711060.966740 + Penalty 2872.104834 = -708188.861906
  nChanged 19
		SP:Iteration 43Q (75798.150000 sec): 3 clusters
  Score: Raw -711066.525455 + Penalty 2872.104834 = -708194.420621
  nChanged 22
		SP:Iteration 44Q (75798.340000 sec): 3 clusters
  Score: Raw -711071.808719 + Penalty 2872.104834 = -708199.703885
  nChanged 14
		SP:Iteration 45Q (75798.610000 sec): 3 clusters
  Score: Raw -711075.341013 + Penalty 2872.104834 = -708203.236179
  nChanged 19
		SP:Iteration 46Q (75798.830000 sec): 3 clusters
  Score: Raw -711080.057019 + Penalty 2872.104834 = -708207.952185
  nChanged 20
		SP:Iteration 47Q (75799.050000 sec): 3 clusters
  Score: Raw -711085.378596 + Penalty 2872.104834 = -708213.273762
  nChanged 21
		SP:Iteration 48Q (75799.330000 sec): 3 clusters
  Score: Raw -711090.304756 + Penalty 2872.104834 = -708218.199921
  nChanged 17
		SP:Iteration 49Q (75799.580000 sec): 3 clusters
  Score: Raw -711093.949700 + Penalty 2872.104834 = -708221.844866
  nChanged 13
		SP:Iteration 50Q (75799.800000 sec): 3 clusters
  Score: Raw -711096.683935 + Penalty 2872.104834 = -708224.579101
  nChanged 10
		SP:Iteration 51Q (75800.010000 sec): 3 clusters
  Score: Raw -711098.569604 + Penalty 2872.104834 = -708226.464769
  nChanged 8
		SP:Iteration 52Q (75800.260000 sec): 3 clusters
  Score: Raw -711100.218631 + Penalty 2872.104834 = -708228.113797
  nChanged 8
		SP:Iteration 53Q (75800.460000 sec): 3 clusters
  Score: Raw -711101.589670 + Penalty 2872.104834 = -708229.484836
  nChanged 4
		SP:Iteration 54Q (75800.690000 sec): 3 clusters
  Score: Raw -711103.718137 + Penalty 2872.104834 = -708231.613303
  nChanged 9
		SP:Iteration 55Q (75800.900000 sec): 3 clusters
  Score: Raw -711105.492373 + Penalty 2872.104834 = -708233.387539
  nChanged 7
		SP:Iteration 56Q (75801.170000 sec): 3 clusters
  Score: Raw -711106.777720 + Penalty 2872.104834 = -708234.672885
  nChanged 6
		SP:Iteration 57Q (75801.430000 sec): 3 clusters
  Score: Raw -711108.033633 + Penalty 2872.104834 = -708235.928799
  nChanged 4
		SP:Iteration 58Q (75801.640000 sec): 3 clusters
  Score: Raw -711108.540909 + Penalty 2872.104834 = -708236.436075
  nChanged 7
		SP:Iteration 59Q (75801.830000 sec): 3 clusters
  Score: Raw -711109.603844 + Penalty 2872.104834 = -708237.499010
  nChanged 7
		SP:Iteration 60F (75802.010000 sec): 3 clusters
  Score: Raw -711110.755613 + Penalty 2872.104834 = -708238.650779
  nChanged 6
		SP:Iteration 61Q (75802.230000 sec): 3 clusters
  Score: Raw -711111.678357 + Penalty 2872.104834 = -708239.573523
  nChanged 4
		SP:Iteration 62Q (75802.430000 sec): 3 clusters
  Score: Raw -711112.114586 + Penalty 2872.104834 = -708240.009751
  nChanged 1
		SP:Iteration 63Q (75802.650000 sec): 3 clusters
  Score: Raw -711112.199269 + Penalty 2872.104834 = -708240.094434
  nChanged 0
		SP:Iteration 64F (75802.930000 sec): 3 clusters
  Score: Raw -711112.199269 + Penalty 2872.104834 = -708240.094434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (46270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75803.280000 sec): 2 clusters
  Score: Raw -5335946.232854 + Penalty 1745.615476 = -5334200.617378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75803.690000 sec): 3 clusters
  Score: Raw -5306929.384067 + Penalty 3491.230952 = -5303438.153116
  nChanged 21602
		SP:Iteration 1F (75804.040000 sec): 3 clusters
  Score: Raw -5319607.016723 + Penalty 3491.230952 = -5316115.785771
  nChanged 2510
		SP:Iteration 2F (75804.430000 sec): 3 clusters
  Score: Raw -5320828.051069 + Penalty 3491.230952 = -5317336.820117
  nChanged 2788
		SP:Iteration 3F (75804.760000 sec): 3 clusters
  Score: Raw -5322476.264216 + Penalty 3491.230952 = -5318985.033264
  nChanged 3053
		SP:Iteration 4F (75805.150000 sec): 3 clusters
  Score: Raw -5324487.101838 + Penalty 3491.230952 = -5320995.870887
  nChanged 3067
		SP:Iteration 5F (75805.530000 sec): 3 clusters
  Score: Raw -5326584.808519 + Penalty 3491.230952 = -5323093.577567
  nChanged 2892
		SP:Iteration 6F (75805.870000 sec): 3 clusters
  Score: Raw -5328648.268235 + Penalty 3491.230952 = -5325157.037283
  nChanged 2596
		SP:Iteration 7F (75806.290000 sec): 3 clusters
  Score: Raw -5330439.188116 + Penalty 3491.230952 = -5326947.957165
  nChanged 2060
		SP:Iteration 8Q (75806.750000 sec): 3 clusters
  Score: Raw -5331812.744172 + Penalty 3491.230952 = -5328321.513220
  nChanged 1586
		SP:Iteration 9Q (75807.210000 sec): 3 clusters
  Score: Raw -5332706.659812 + Penalty 3491.230952 = -5329215.428860
  nChanged 1245
		SP:Iteration 10Q (75807.620000 sec): 3 clusters
  Score: Raw -5333214.695772 + Penalty 3491.230952 = -5329723.464820
  nChanged 905
		SP:Iteration 11Q (75808.020000 sec): 3 clusters
  Score: Raw -5333504.540999 + Penalty 3491.230952 = -5330013.310048
  nChanged 658
		SP:Iteration 12Q (75808.460000 sec): 3 clusters
  Score: Raw -5333685.281590 + Penalty 3491.230952 = -5330194.050638
  nChanged 544
		SP:Iteration 13Q (75808.880000 sec): 3 clusters
  Score: Raw -5333844.573148 + Penalty 3491.230952 = -5330353.342196
  nChanged 570
		SP:Iteration 14Q (75809.330000 sec): 3 clusters
  Score: Raw -5334049.971887 + Penalty 3491.230952 = -5330558.740935
  nChanged 607
		SP:Iteration 15Q (75809.740000 sec): 3 clusters
  Score: Raw -5334276.693638 + Penalty 3491.230952 = -5330785.462686
  nChanged 608
		SP:Iteration 16Q (75810.120000 sec): 3 clusters
  Score: Raw -5334515.938881 + Penalty 3491.230952 = -5331024.707929
  nChanged 660
		SP:Iteration 17Q (75810.560000 sec): 3 clusters
  Score: Raw -5334813.158430 + Penalty 3491.230952 = -5331321.927479
  nChanged 675
		SP:Iteration 18Q (75810.900000 sec): 3 clusters
  Score: Raw -5335107.777213 + Penalty 3491.230952 = -5331616.546261
  nChanged 645
		SP:Iteration 19Q (75811.390000 sec): 3 clusters
  Score: Raw -5335364.607946 + Penalty 3491.230952 = -5331873.376995
  nChanged 603
		SP:Iteration 20F (75811.790000 sec): 3 clusters
  Score: Raw -5335579.341592 + Penalty 3491.230952 = -5332088.110640
  nChanged 523
		SP:Iteration 21Q (75812.220000 sec): 3 clusters
  Score: Raw -5335748.894184 + Penalty 3491.230952 = -5332257.663232
  nChanged 506
		SP:Iteration 22Q (75812.630000 sec): 3 clusters
  Score: Raw -5335885.185916 + Penalty 3491.230952 = -5332393.954964
  nChanged 437
		SP:Iteration 23Q (75813.040000 sec): 3 clusters
  Score: Raw -5335993.600124 + Penalty 3491.230952 = -5332502.369172
  nChanged 401
		SP:Iteration 24Q (75813.470000 sec): 3 clusters
  Score: Raw -5336076.855274 + Penalty 3491.230952 = -5332585.624323
  nChanged 353
		SP:Iteration 25Q (75813.860000 sec): 3 clusters
  Score: Raw -5336143.799515 + Penalty 3491.230952 = -5332652.568564
  nChanged 316
		SP:Iteration 26Q (75814.250000 sec): 3 clusters
  Score: Raw -5336200.565309 + Penalty 3491.230952 = -5332709.334357
  nChanged 293
		SP:Iteration 27Q (75814.630000 sec): 3 clusters
  Score: Raw -5336248.247407 + Penalty 3491.230952 = -5332757.016456
  nChanged 274
		SP:Iteration 28Q (75815.030000 sec): 3 clusters
  Score: Raw -5336288.550258 + Penalty 3491.230952 = -5332797.319306
  nChanged 255
		SP:Iteration 29Q (75815.440000 sec): 3 clusters
  Score: Raw -5336323.143250 + Penalty 3491.230952 = -5332831.912298
  nChanged 215
		SP:Iteration 30Q (75815.860000 sec): 3 clusters
  Score: Raw -5336351.752072 + Penalty 3491.230952 = -5332860.521120
  nChanged 193
		SP:Iteration 31Q (75816.280000 sec): 3 clusters
  Score: Raw -5336373.717158 + Penalty 3491.230952 = -5332882.486206
  nChanged 170
		SP:Iteration 32Q (75816.760000 sec): 3 clusters
  Score: Raw -5336393.072981 + Penalty 3491.230952 = -5332901.842029
  nChanged 152
		SP:Iteration 33Q (75817.150000 sec): 3 clusters
  Score: Raw -5336410.933344 + Penalty 3491.230952 = -5332919.702392
  nChanged 165
		SP:Iteration 34Q (75817.520000 sec): 3 clusters
  Score: Raw -5336428.569127 + Penalty 3491.230952 = -5332937.338176
  nChanged 157
		SP:Iteration 35Q (75817.950000 sec): 3 clusters
  Score: Raw -5336445.523049 + Penalty 3491.230952 = -5332954.292097
  nChanged 150
		SP:Iteration 36Q (75818.350000 sec): 3 clusters
  Score: Raw -5336460.766410 + Penalty 3491.230952 = -5332969.535459
  nChanged 132
		SP:Iteration 37Q (75818.650000 sec): 3 clusters
  Score: Raw -5336472.629105 + Penalty 3491.230952 = -5332981.398153
  nChanged 124
		SP:Iteration 38Q (75819.060000 sec): 3 clusters
  Score: Raw -5336483.150426 + Penalty 3491.230952 = -5332991.919475
  nChanged 107
		SP:Iteration 39Q (75819.470000 sec): 3 clusters
  Score: Raw -5336491.396910 + Penalty 3491.230952 = -5333000.165959
  nChanged 77
		SP:Iteration 40F (75819.890000 sec): 3 clusters
  Score: Raw -5336496.215471 + Penalty 3491.230952 = -5333004.984519
  nChanged 70
		SP:Iteration 41Q (75820.360000 sec): 3 clusters
  Score: Raw -5336500.095590 + Penalty 3491.230952 = -5333008.864638
  nChanged 64
		SP:Iteration 42Q (75820.760000 sec): 3 clusters
  Score: Raw -5336503.195109 + Penalty 3491.230952 = -5333011.964157
  nChanged 49
		SP:Iteration 43Q (75821.130000 sec): 3 clusters
  Score: Raw -5336505.429678 + Penalty 3491.230952 = -5333014.198726
  nChanged 40
		SP:Iteration 44Q (75821.470000 sec): 3 clusters
  Score: Raw -5336507.423806 + Penalty 3491.230952 = -5333016.192854
  nChanged 41
		SP:Iteration 45Q (75821.890000 sec): 3 clusters
  Score: Raw -5336509.341828 + Penalty 3491.230952 = -5333018.110877
  nChanged 34
		SP:Iteration 46Q (75822.330000 sec): 3 clusters
  Score: Raw -5336511.039906 + Penalty 3491.230952 = -5333019.808954
  nChanged 35
		SP:Iteration 47Q (75822.750000 sec): 3 clusters
  Score: Raw -5336512.721741 + Penalty 3491.230952 = -5333021.490789
  nChanged 45
		SP:Iteration 48Q (75823.120000 sec): 3 clusters
  Score: Raw -5336515.147312 + Penalty 3491.230952 = -5333023.916361
  nChanged 37
		SP:Iteration 49Q (75823.480000 sec): 3 clusters
  Score: Raw -5336516.708232 + Penalty 3491.230952 = -5333025.477280
  nChanged 39
		SP:Iteration 50Q (75823.860000 sec): 3 clusters
  Score: Raw -5336518.765596 + Penalty 3491.230952 = -5333027.534645
  nChanged 47
		SP:Iteration 51Q (75824.210000 sec): 3 clusters
  Score: Raw -5336521.236398 + Penalty 3491.230952 = -5333030.005447
  nChanged 48
		SP:Iteration 52Q (75824.670000 sec): 3 clusters
  Score: Raw -5336523.569508 + Penalty 3491.230952 = -5333032.338557
  nChanged 42
		SP:Iteration 53Q (75825.060000 sec): 3 clusters
  Score: Raw -5336525.807076 + Penalty 3491.230952 = -5333034.576124
  nChanged 33
		SP:Iteration 54Q (75825.520000 sec): 3 clusters
  Score: Raw -5336527.494190 + Penalty 3491.230952 = -5333036.263238
  nChanged 27
		SP:Iteration 55Q (75825.900000 sec): 3 clusters
  Score: Raw -5336528.733288 + Penalty 3491.230952 = -5333037.502336
  nChanged 31
		SP:Iteration 56Q (75826.350000 sec): 3 clusters
  Score: Raw -5336530.109984 + Penalty 3491.230952 = -5333038.879033
  nChanged 28
		SP:Iteration 57Q (75826.840000 sec): 3 clusters
  Score: Raw -5336531.331620 + Penalty 3491.230952 = -5333040.100669
  nChanged 31
		SP:Iteration 58Q (75827.240000 sec): 3 clusters
  Score: Raw -5336532.438771 + Penalty 3491.230952 = -5333041.207819
  nChanged 18
		SP:Iteration 59Q (75827.650000 sec): 3 clusters
  Score: Raw -5336533.110456 + Penalty 3491.230952 = -5333041.879504
  nChanged 17
		SP:Iteration 60F (75828.080000 sec): 3 clusters
  Score: Raw -5336533.810176 + Penalty 3491.230952 = -5333042.579225
  nChanged 16
		SP:Iteration 61Q (75828.470000 sec): 3 clusters
  Score: Raw -5336534.664769 + Penalty 3491.230952 = -5333043.433818
  nChanged 23
		SP:Iteration 62Q (75828.830000 sec): 3 clusters
  Score: Raw -5336535.576154 + Penalty 3491.230952 = -5333044.345202
  nChanged 19
		SP:Iteration 63Q (75829.240000 sec): 3 clusters
  Score: Raw -5336536.320218 + Penalty 3491.230952 = -5333045.089266
  nChanged 19
		SP:Iteration 64Q (75829.630000 sec): 3 clusters
  Score: Raw -5336537.060662 + Penalty 3491.230952 = -5333045.829711
  nChanged 14
		SP:Iteration 65Q (75830.030000 sec): 3 clusters
  Score: Raw -5336537.619322 + Penalty 3491.230952 = -5333046.388370
  nChanged 17
		SP:Iteration 66Q (75830.450000 sec): 3 clusters
  Score: Raw -5336538.294073 + Penalty 3491.230952 = -5333047.063121
  nChanged 17
		SP:Iteration 67Q (75830.860000 sec): 3 clusters
  Score: Raw -5336538.969442 + Penalty 3491.230952 = -5333047.738490
  nChanged 21
		SP:Iteration 68Q (75831.230000 sec): 3 clusters
  Score: Raw -5336539.741010 + Penalty 3491.230952 = -5333048.510058
  nChanged 17
		SP:Iteration 69Q (75831.640000 sec): 3 clusters
  Score: Raw -5336540.348284 + Penalty 3491.230952 = -5333049.117332
  nChanged 15
		SP:Iteration 70Q (75832.060000 sec): 3 clusters
  Score: Raw -5336540.953911 + Penalty 3491.230952 = -5333049.722960
  nChanged 21
		SP:Iteration 71Q (75832.480000 sec): 3 clusters
  Score: Raw -5336541.902508 + Penalty 3491.230952 = -5333050.671556
  nChanged 24
		SP:Iteration 72Q (75832.870000 sec): 3 clusters
  Score: Raw -5336542.947385 + Penalty 3491.230952 = -5333051.716433
  nChanged 18
		SP:Iteration 73Q (75833.270000 sec): 3 clusters
  Score: Raw -5336543.552598 + Penalty 3491.230952 = -5333052.321646
  nChanged 22
		SP:Iteration 74Q (75833.620000 sec): 3 clusters
  Score: Raw -5336544.270131 + Penalty 3491.230952 = -5333053.039180
  nChanged 14
		SP:Iteration 75Q (75834.020000 sec): 3 clusters
  Score: Raw -5336544.585824 + Penalty 3491.230952 = -5333053.354873
  nChanged 7
		SP:Iteration 76Q (75834.410000 sec): 3 clusters
  Score: Raw -5336544.798660 + Penalty 3491.230952 = -5333053.567708
  nChanged 11
		SP:Iteration 77Q (75834.820000 sec): 3 clusters
  Score: Raw -5336545.083060 + Penalty 3491.230952 = -5333053.852109
  nChanged 7
		SP:Iteration 78Q (75835.270000 sec): 3 clusters
  Score: Raw -5336545.260964 + Penalty 3491.230952 = -5333054.030013
  nChanged 9
		SP:Iteration 79Q (75835.650000 sec): 3 clusters
  Score: Raw -5336545.427310 + Penalty 3491.230952 = -5333054.196359
  nChanged 5
		SP:Iteration 80F (75836.080000 sec): 3 clusters
  Score: Raw -5336545.487765 + Penalty 3491.230952 = -5333054.256814
  nChanged 1
		SP:Iteration 81Q (75836.480000 sec): 3 clusters
  Score: Raw -5336545.520828 + Penalty 3491.230952 = -5333054.289876
  nChanged 0
		SP:Iteration 82F (75836.910000 sec): 3 clusters
  Score: Raw -5336545.520828 + Penalty 3491.230952 = -5333054.289876
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75837.060000 sec): 2 clusters
  Score: Raw -599546.872289 + Penalty 1380.362506 = -598166.509783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75837.270000 sec): 3 clusters
  Score: Raw -597037.622951 + Penalty 2760.725013 = -594276.897938
  nChanged 1976
		SP:Iteration 1F (75837.460000 sec): 3 clusters
  Score: Raw -598110.887101 + Penalty 2760.725013 = -595350.162088
  nChanged 376
		SP:Iteration 2F (75837.680000 sec): 3 clusters
  Score: Raw -598331.635260 + Penalty 2760.725013 = -595570.910247
  nChanged 297
		SP:Iteration 3F (75837.870000 sec): 3 clusters
  Score: Raw -598488.344556 + Penalty 2760.725013 = -595727.619543
  nChanged 223
		SP:Iteration 4Q (75838.080000 sec): 3 clusters
  Score: Raw -598610.668853 + Penalty 2760.725013 = -595849.943840
  nChanged 207
		SP:Iteration 5Q (75838.280000 sec): 3 clusters
  Score: Raw -598705.120596 + Penalty 2760.725013 = -595944.395584
  nChanged 172
		SP:Iteration 6Q (75838.490000 sec): 3 clusters
  Score: Raw -598790.851936 + Penalty 2760.725013 = -596030.126924
  nChanged 157
		SP:Iteration 7Q (75838.680000 sec): 3 clusters
  Score: Raw -598861.454507 + Penalty 2760.725013 = -596100.729494
  nChanged 132
		SP:Iteration 8Q (75838.870000 sec): 3 clusters
  Score: Raw -598911.718899 + Penalty 2760.725013 = -596150.993886
  nChanged 106
		SP:Iteration 9Q (75839.050000 sec): 3 clusters
  Score: Raw -598959.769161 + Penalty 2760.725013 = -596199.044149
  nChanged 106
		SP:Iteration 10Q (75839.260000 sec): 3 clusters
  Score: Raw -599004.448122 + Penalty 2760.725013 = -596243.723109
  nChanged 92
		SP:Iteration 11Q (75839.450000 sec): 3 clusters
  Score: Raw -599039.840324 + Penalty 2760.725013 = -596279.115312
  nChanged 81
		SP:Iteration 12Q (75839.630000 sec): 3 clusters
  Score: Raw -599064.986251 + Penalty 2760.725013 = -596304.261238
  nChanged 67
		SP:Iteration 13Q (75839.910000 sec): 3 clusters
  Score: Raw -599088.372261 + Penalty 2760.725013 = -596327.647249
  nChanged 71
		SP:Iteration 14Q (75840.130000 sec): 3 clusters
  Score: Raw -599113.974435 + Penalty 2760.725013 = -596353.249422
  nChanged 64
		SP:Iteration 15Q (75840.330000 sec): 3 clusters
  Score: Raw -599137.493780 + Penalty 2760.725013 = -596376.768768
  nChanged 56
		SP:Iteration 16Q (75840.550000 sec): 3 clusters
  Score: Raw -599158.180649 + Penalty 2760.725013 = -596397.455636
  nChanged 54
		SP:Iteration 17Q (75840.780000 sec): 3 clusters
  Score: Raw -599176.151309 + Penalty 2760.725013 = -596415.426296
  nChanged 57
		SP:Iteration 18Q (75840.990000 sec): 3 clusters
  Score: Raw -599197.826819 + Penalty 2760.725013 = -596437.101807
  nChanged 69
		SP:Iteration 19Q (75841.220000 sec): 3 clusters
  Score: Raw -599220.143099 + Penalty 2760.725013 = -596459.418086
  nChanged 56
		SP:Iteration 20F (75841.410000 sec): 3 clusters
  Score: Raw -599237.971895 + Penalty 2760.725013 = -596477.246882
  nChanged 51
		SP:Iteration 21Q (75841.650000 sec): 3 clusters
  Score: Raw -599255.047326 + Penalty 2760.725013 = -596494.322313
  nChanged 47
		SP:Iteration 22Q (75841.860000 sec): 3 clusters
  Score: Raw -599271.275829 + Penalty 2760.725013 = -596510.550817
  nChanged 49
		SP:Iteration 23Q (75842.060000 sec): 3 clusters
  Score: Raw -599288.612864 + Penalty 2760.725013 = -596527.887851
  nChanged 51
		SP:Iteration 24Q (75842.350000 sec): 3 clusters
  Score: Raw -599306.047045 + Penalty 2760.725013 = -596545.322032
  nChanged 43
		SP:Iteration 25Q (75842.550000 sec): 3 clusters
  Score: Raw -599320.507893 + Penalty 2760.725013 = -596559.782880
  nChanged 42
		SP:Iteration 26Q (75842.740000 sec): 3 clusters
  Score: Raw -599335.309052 + Penalty 2760.725013 = -596574.584040
  nChanged 42
		SP:Iteration 27Q (75842.910000 sec): 3 clusters
  Score: Raw -599353.113742 + Penalty 2760.725013 = -596592.388730
  nChanged 41
		SP:Iteration 28Q (75843.120000 sec): 3 clusters
  Score: Raw -599369.399159 + Penalty 2760.725013 = -596608.674146
  nChanged 40
		SP:Iteration 29Q (75843.290000 sec): 3 clusters
  Score: Raw -599382.324655 + Penalty 2760.725013 = -596621.599642
  nChanged 20
		SP:Iteration 30Q (75843.520000 sec): 3 clusters
  Score: Raw -599389.711926 + Penalty 2760.725013 = -596628.986913
  nChanged 22
		SP:Iteration 31Q (75843.710000 sec): 3 clusters
  Score: Raw -599398.968761 + Penalty 2760.725013 = -596638.243748
  nChanged 28
		SP:Iteration 32Q (75843.920000 sec): 3 clusters
  Score: Raw -599409.189304 + Penalty 2760.725013 = -596648.464291
  nChanged 26
		SP:Iteration 33Q (75844.090000 sec): 3 clusters
  Score: Raw -599417.437101 + Penalty 2760.725013 = -596656.712088
  nChanged 22
		SP:Iteration 34Q (75844.310000 sec): 3 clusters
  Score: Raw -599423.533568 + Penalty 2760.725013 = -596662.808555
  nChanged 14
		SP:Iteration 35Q (75844.510000 sec): 3 clusters
  Score: Raw -599429.371173 + Penalty 2760.725013 = -596668.646160
  nChanged 23
		SP:Iteration 36Q (75844.720000 sec): 3 clusters
  Score: Raw -599437.602038 + Penalty 2760.725013 = -596676.877025
  nChanged 16
		SP:Iteration 37Q (75844.900000 sec): 3 clusters
  Score: Raw -599443.239365 + Penalty 2760.725013 = -596682.514352
  nChanged 12
		SP:Iteration 38Q (75845.100000 sec): 3 clusters
  Score: Raw -599446.264041 + Penalty 2760.725013 = -596685.539028
  nChanged 9
		SP:Iteration 39Q (75845.280000 sec): 3 clusters
  Score: Raw -599449.424232 + Penalty 2760.725013 = -596688.699219
  nChanged 12
		SP:Iteration 40F (75845.480000 sec): 3 clusters
  Score: Raw -599455.160852 + Penalty 2760.725013 = -596694.435839
  nChanged 21
		SP:Iteration 41Q (75845.630000 sec): 3 clusters
  Score: Raw -599461.981546 + Penalty 2760.725013 = -596701.256533
  nChanged 18
		SP:Iteration 42Q (75845.860000 sec): 3 clusters
  Score: Raw -599467.785707 + Penalty 2760.725013 = -596707.060694
  nChanged 13
		SP:Iteration 43Q (75846.030000 sec): 3 clusters
  Score: Raw -599472.120067 + Penalty 2760.725013 = -596711.395054
  nChanged 11
		SP:Iteration 44Q (75846.230000 sec): 3 clusters
  Score: Raw -599475.407369 + Penalty 2760.725013 = -596714.682356
  nChanged 13
		SP:Iteration 45Q (75846.430000 sec): 3 clusters
  Score: Raw -599479.409065 + Penalty 2760.725013 = -596718.684052
  nChanged 10
		SP:Iteration 46Q (75846.610000 sec): 3 clusters
  Score: Raw -599482.737088 + Penalty 2760.725013 = -596722.012075
  nChanged 7
		SP:Iteration 47Q (75846.830000 sec): 3 clusters
  Score: Raw -599485.183293 + Penalty 2760.725013 = -596724.458280
  nChanged 10
		SP:Iteration 48Q (75847.060000 sec): 3 clusters
  Score: Raw -599488.196370 + Penalty 2760.725013 = -596727.471357
  nChanged 10
		SP:Iteration 49Q (75847.230000 sec): 3 clusters
  Score: Raw -599492.236432 + Penalty 2760.725013 = -596731.511419
  nChanged 10
		SP:Iteration 50Q (75847.470000 sec): 3 clusters
  Score: Raw -599494.871039 + Penalty 2760.725013 = -596734.146026
  nChanged 5
		SP:Iteration 51Q (75847.690000 sec): 3 clusters
  Score: Raw -599496.164671 + Penalty 2760.725013 = -596735.439658
  nChanged 6
		SP:Iteration 52Q (75847.930000 sec): 3 clusters
  Score: Raw -599498.845957 + Penalty 2760.725013 = -596738.120944
  nChanged 3
		SP:Iteration 53Q (75848.160000 sec): 3 clusters
  Score: Raw -599499.712902 + Penalty 2760.725013 = -596738.987889
  nChanged 3
		SP:Iteration 54Q (75848.350000 sec): 3 clusters
  Score: Raw -599501.079321 + Penalty 2760.725013 = -596740.354308
  nChanged 7
		SP:Iteration 55Q (75848.540000 sec): 3 clusters
  Score: Raw -599505.366317 + Penalty 2760.725013 = -596744.641304
  nChanged 15
		SP:Iteration 56Q (75848.710000 sec): 3 clusters
  Score: Raw -599512.842098 + Penalty 2760.725013 = -596752.117086
  nChanged 17
		SP:Iteration 57Q (75848.880000 sec): 3 clusters
  Score: Raw -599519.439310 + Penalty 2760.725013 = -596758.714297
  nChanged 8
		SP:Iteration 58Q (75849.070000 sec): 3 clusters
  Score: Raw -599521.475613 + Penalty 2760.725013 = -596760.750600
  nChanged 5
		SP:Iteration 59Q (75849.290000 sec): 3 clusters
  Score: Raw -599523.382944 + Penalty 2760.725013 = -596762.657931
  nChanged 7
		SP:Iteration 60F (75849.480000 sec): 3 clusters
  Score: Raw -599525.372291 + Penalty 2760.725013 = -596764.647278
  nChanged 6
		SP:Iteration 61Q (75849.700000 sec): 3 clusters
  Score: Raw -599527.623851 + Penalty 2760.725013 = -596766.898838
  nChanged 8
		SP:Iteration 62Q (75849.870000 sec): 3 clusters
  Score: Raw -599530.233750 + Penalty 2760.725013 = -596769.508737
  nChanged 7
		SP:Iteration 63Q (75850.070000 sec): 3 clusters
  Score: Raw -599532.734896 + Penalty 2760.725013 = -596772.009883
  nChanged 8
		SP:Iteration 64Q (75850.240000 sec): 3 clusters
  Score: Raw -599535.989839 + Penalty 2760.725013 = -596775.264826
  nChanged 10
		SP:Iteration 65Q (75850.480000 sec): 3 clusters
  Score: Raw -599539.204134 + Penalty 2760.725013 = -596778.479121
  nChanged 12
		SP:Iteration 66Q (75850.690000 sec): 3 clusters
  Score: Raw -599543.560677 + Penalty 2760.725013 = -596782.835665
  nChanged 11
		SP:Iteration 67Q (75850.910000 sec): 3 clusters
  Score: Raw -599547.328026 + Penalty 2760.725013 = -596786.603013
  nChanged 9
		SP:Iteration 68Q (75851.140000 sec): 3 clusters
  Score: Raw -599550.706841 + Penalty 2760.725013 = -596789.981829
  nChanged 8
		SP:Iteration 69Q (75851.280000 sec): 3 clusters
  Score: Raw -599553.492352 + Penalty 2760.725013 = -596792.767339
  nChanged 6
		SP:Iteration 70Q (75851.440000 sec): 3 clusters
  Score: Raw -599555.257161 + Penalty 2760.725013 = -596794.532148
  nChanged 4
		SP:Iteration 71Q (75851.640000 sec): 3 clusters
  Score: Raw -599556.691804 + Penalty 2760.725013 = -596795.966792
  nChanged 7
		SP:Iteration 72Q (75851.850000 sec): 3 clusters
  Score: Raw -599559.339912 + Penalty 2760.725013 = -596798.614899
  nChanged 6
		SP:Iteration 73Q (75852.030000 sec): 3 clusters
  Score: Raw -599562.424624 + Penalty 2760.725013 = -596801.699611
  nChanged 9
		SP:Iteration 74Q (75852.240000 sec): 3 clusters
  Score: Raw -599566.269526 + Penalty 2760.725013 = -596805.544513
  nChanged 8
		SP:Iteration 75Q (75852.410000 sec): 3 clusters
  Score: Raw -599569.104634 + Penalty 2760.725013 = -596808.379622
  nChanged 10
		SP:Iteration 76Q (75852.590000 sec): 3 clusters
  Score: Raw -599573.911976 + Penalty 2760.725013 = -596813.186963
  nChanged 10
		SP:Iteration 77Q (75852.800000 sec): 3 clusters
  Score: Raw -599577.894148 + Penalty 2760.725013 = -596817.169135
  nChanged 8
		SP:Iteration 78Q (75852.980000 sec): 3 clusters
  Score: Raw -599581.559416 + Penalty 2760.725013 = -596820.834404
  nChanged 11
		SP:Iteration 79Q (75853.180000 sec): 3 clusters
  Score: Raw -599586.463370 + Penalty 2760.725013 = -596825.738357
  nChanged 6
		SP:Iteration 80F (75853.390000 sec): 3 clusters
  Score: Raw -599589.600704 + Penalty 2760.725013 = -596828.875691
  nChanged 11
		SP:Iteration 81Q (75853.580000 sec): 3 clusters
  Score: Raw -599594.575890 + Penalty 2760.725013 = -596833.850878
  nChanged 5
		SP:Iteration 82Q (75853.800000 sec): 3 clusters
  Score: Raw -599595.819274 + Penalty 2760.725013 = -596835.094261
  nChanged 4
		SP:Iteration 83Q (75854.000000 sec): 3 clusters
  Score: Raw -599597.093093 + Penalty 2760.725013 = -596836.368080
  nChanged 3
		SP:Iteration 84Q (75854.200000 sec): 3 clusters
  Score: Raw -599598.120269 + Penalty 2760.725013 = -596837.395256
  nChanged 4
		SP:Iteration 85Q (75854.370000 sec): 3 clusters
  Score: Raw -599599.456283 + Penalty 2760.725013 = -596838.731270
  nChanged 5
		SP:Iteration 86Q (75854.540000 sec): 3 clusters
  Score: Raw -599601.522146 + Penalty 2760.725013 = -596840.797133
  nChanged 5
		SP:Iteration 87Q (75854.750000 sec): 3 clusters
  Score: Raw -599603.618056 + Penalty 2760.725013 = -596842.893043
  nChanged 4
		SP:Iteration 88Q (75854.940000 sec): 3 clusters
  Score: Raw -599604.809048 + Penalty 2760.725013 = -596844.084035
  nChanged 3
		SP:Iteration 89Q (75855.210000 sec): 3 clusters
  Score: Raw -599605.991672 + Penalty 2760.725013 = -596845.266659
  nChanged 7
		SP:Iteration 90Q (75855.490000 sec): 3 clusters
  Score: Raw -599608.934088 + Penalty 2760.725013 = -596848.209075
  nChanged 6
		SP:Iteration 91Q (75855.670000 sec): 3 clusters
  Score: Raw -599611.613904 + Penalty 2760.725013 = -596850.888891
  nChanged 4
		SP:Iteration 92Q (75855.830000 sec): 3 clusters
  Score: Raw -599613.014188 + Penalty 2760.725013 = -596852.289175
  nChanged 7
		SP:Iteration 93Q (75856.030000 sec): 3 clusters
  Score: Raw -599616.219874 + Penalty 2760.725013 = -596855.494862
  nChanged 8
		SP:Iteration 94Q (75856.230000 sec): 3 clusters
  Score: Raw -599619.093955 + Penalty 2760.725013 = -596858.368942
  nChanged 5
		SP:Iteration 95Q (75856.410000 sec): 3 clusters
  Score: Raw -599621.706097 + Penalty 2760.725013 = -596860.981084
  nChanged 5
		SP:Iteration 96Q (75856.630000 sec): 3 clusters
  Score: Raw -599623.524925 + Penalty 2760.725013 = -596862.799913
  nChanged 5
		SP:Iteration 97Q (75856.810000 sec): 3 clusters
  Score: Raw -599627.603122 + Penalty 2760.725013 = -596866.878109
  nChanged 7
		SP:Iteration 98Q (75857.010000 sec): 3 clusters
  Score: Raw -599631.078653 + Penalty 2760.725013 = -596870.353641
  nChanged 7
		SP:Iteration 99Q (75857.200000 sec): 3 clusters
  Score: Raw -599634.160046 + Penalty 2760.725013 = -596873.435033
  nChanged 6
		SP:Iteration 100F (75857.360000 sec): 3 clusters
  Score: Raw -599637.266240 + Penalty 2760.725013 = -596876.541227
  nChanged 8
		SP:Iteration 101Q (75857.530000 sec): 3 clusters
  Score: Raw -599640.312015 + Penalty 2760.725013 = -596879.587002
  nChanged 5
		SP:Iteration 102Q (75857.800000 sec): 3 clusters
  Score: Raw -599642.504836 + Penalty 2760.725013 = -596881.779823
  nChanged 2
		SP:Iteration 103Q (75857.960000 sec): 3 clusters
  Score: Raw -599643.211157 + Penalty 2760.725013 = -596882.486144
  nChanged 2
		SP:Iteration 104Q (75858.210000 sec): 3 clusters
  Score: Raw -599644.210582 + Penalty 2760.725013 = -596883.485569
  nChanged 1
		SP:Iteration 105Q (75858.390000 sec): 3 clusters
  Score: Raw -599644.569162 + Penalty 2760.725013 = -596883.844149
  nChanged 0
		SP:Iteration 106F (75858.590000 sec): 3 clusters
  Score: Raw -599644.569162 + Penalty 2760.725013 = -596883.844149
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (15418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75858.720000 sec): 2 clusters
  Score: Raw -1687319.339447 + Penalty 1567.034777 = -1685752.304669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75858.990000 sec): 3 clusters
  Score: Raw -1678231.483874 + Penalty 3134.069555 = -1675097.414319
  nChanged 6932
		SP:Iteration 1F (75859.300000 sec): 3 clusters
  Score: Raw -1682506.415282 + Penalty 3134.069555 = -1679372.345728
  nChanged 1274
		SP:Iteration 2F (75859.630000 sec): 3 clusters
  Score: Raw -1683396.027950 + Penalty 3134.069555 = -1680261.958396
  nChanged 1206
		SP:Iteration 3F (75859.860000 sec): 3 clusters
  Score: Raw -1684193.308364 + Penalty 3134.069555 = -1681059.238810
  nChanged 1005
		SP:Iteration 4F (75860.140000 sec): 3 clusters
  Score: Raw -1684750.319311 + Penalty 3134.069555 = -1681616.249757
  nChanged 766
		SP:Iteration 5Q (75860.440000 sec): 3 clusters
  Score: Raw -1685121.969269 + Penalty 3134.069555 = -1681987.899715
  nChanged 601
		SP:Iteration 6Q (75860.690000 sec): 3 clusters
  Score: Raw -1685389.383239 + Penalty 3134.069555 = -1682255.313684
  nChanged 538
		SP:Iteration 7Q (75860.900000 sec): 3 clusters
  Score: Raw -1685639.041101 + Penalty 3134.069555 = -1682504.971547
  nChanged 485
		SP:Iteration 8Q (75861.200000 sec): 3 clusters
  Score: Raw -1685862.500766 + Penalty 3134.069555 = -1682728.431211
  nChanged 395
		SP:Iteration 9Q (75861.460000 sec): 3 clusters
  Score: Raw -1686031.414095 + Penalty 3134.069555 = -1682897.344540
  nChanged 343
		SP:Iteration 10Q (75861.760000 sec): 3 clusters
  Score: Raw -1686184.748499 + Penalty 3134.069555 = -1683050.678945
  nChanged 306
		SP:Iteration 11Q (75862.080000 sec): 3 clusters
  Score: Raw -1686323.199085 + Penalty 3134.069555 = -1683189.129530
  nChanged 308
		SP:Iteration 12Q (75862.320000 sec): 3 clusters
  Score: Raw -1686469.473960 + Penalty 3134.069555 = -1683335.404406
  nChanged 284
		SP:Iteration 13Q (75862.600000 sec): 3 clusters
  Score: Raw -1686612.147878 + Penalty 3134.069555 = -1683478.078324
  nChanged 289
		SP:Iteration 14Q (75862.860000 sec): 3 clusters
  Score: Raw -1686780.802509 + Penalty 3134.069555 = -1683646.732955
  nChanged 303
		SP:Iteration 15Q (75863.110000 sec): 3 clusters
  Score: Raw -1686964.320912 + Penalty 3134.069555 = -1683830.251358
  nChanged 279
		SP:Iteration 16Q (75863.390000 sec): 3 clusters
  Score: Raw -1687144.302605 + Penalty 3134.069555 = -1684010.233051
  nChanged 260
		SP:Iteration 17Q (75863.630000 sec): 3 clusters
  Score: Raw -1687298.507042 + Penalty 3134.069555 = -1684164.437487
  nChanged 228
		SP:Iteration 18Q (75863.950000 sec): 3 clusters
  Score: Raw -1687417.910265 + Penalty 3134.069555 = -1684283.840710
  nChanged 182
		SP:Iteration 19Q (75864.240000 sec): 3 clusters
  Score: Raw -1687508.119092 + Penalty 3134.069555 = -1684374.049538
  nChanged 143
		SP:Iteration 20F (75864.580000 sec): 3 clusters
  Score: Raw -1687567.871204 + Penalty 3134.069555 = -1684433.801650
  nChanged 113
		SP:Iteration 21Q (75864.850000 sec): 3 clusters
  Score: Raw -1687608.472458 + Penalty 3134.069555 = -1684474.402903
  nChanged 103
		SP:Iteration 22Q (75865.080000 sec): 3 clusters
  Score: Raw -1687644.036155 + Penalty 3134.069555 = -1684509.966601
  nChanged 97
		SP:Iteration 23Q (75865.360000 sec): 3 clusters
  Score: Raw -1687680.211099 + Penalty 3134.069555 = -1684546.141544
  nChanged 91
		SP:Iteration 24Q (75865.590000 sec): 3 clusters
  Score: Raw -1687713.022882 + Penalty 3134.069555 = -1684578.953327
  nChanged 83
		SP:Iteration 25Q (75865.860000 sec): 3 clusters
  Score: Raw -1687744.354802 + Penalty 3134.069555 = -1684610.285248
  nChanged 78
		SP:Iteration 26Q (75866.150000 sec): 3 clusters
  Score: Raw -1687772.052831 + Penalty 3134.069555 = -1684637.983277
  nChanged 71
		SP:Iteration 27Q (75866.390000 sec): 3 clusters
  Score: Raw -1687793.259098 + Penalty 3134.069555 = -1684659.189543
  nChanged 48
		SP:Iteration 28Q (75866.650000 sec): 3 clusters
  Score: Raw -1687807.215236 + Penalty 3134.069555 = -1684673.145681
  nChanged 34
		SP:Iteration 29Q (75866.930000 sec): 3 clusters
  Score: Raw -1687816.550290 + Penalty 3134.069555 = -1684682.480736
  nChanged 35
		SP:Iteration 30Q (75867.140000 sec): 3 clusters
  Score: Raw -1687825.177947 + Penalty 3134.069555 = -1684691.108393
  nChanged 28
		SP:Iteration 31Q (75867.420000 sec): 3 clusters
  Score: Raw -1687833.547669 + Penalty 3134.069555 = -1684699.478114
  nChanged 21
		SP:Iteration 32Q (75867.610000 sec): 3 clusters
  Score: Raw -1687841.195284 + Penalty 3134.069555 = -1684707.125729
  nChanged 18
		SP:Iteration 33Q (75867.840000 sec): 3 clusters
  Score: Raw -1687846.541462 + Penalty 3134.069555 = -1684712.471908
  nChanged 22
		SP:Iteration 34Q (75868.080000 sec): 3 clusters
  Score: Raw -1687854.566562 + Penalty 3134.069555 = -1684720.497008
  nChanged 28
		SP:Iteration 35Q (75868.340000 sec): 3 clusters
  Score: Raw -1687861.972966 + Penalty 3134.069555 = -1684727.903411
  nChanged 22
		SP:Iteration 36Q (75868.600000 sec): 3 clusters
  Score: Raw -1687867.608642 + Penalty 3134.069555 = -1684733.539087
  nChanged 16
		SP:Iteration 37Q (75868.820000 sec): 3 clusters
  Score: Raw -1687870.131910 + Penalty 3134.069555 = -1684736.062356
  nChanged 11
		SP:Iteration 38Q (75869.100000 sec): 3 clusters
  Score: Raw -1687871.980194 + Penalty 3134.069555 = -1684737.910639
  nChanged 10
		SP:Iteration 39Q (75869.290000 sec): 3 clusters
  Score: Raw -1687874.840604 + Penalty 3134.069555 = -1684740.771050
  nChanged 12
		SP:Iteration 40F (75869.500000 sec): 3 clusters
  Score: Raw -1687877.784108 + Penalty 3134.069555 = -1684743.714553
  nChanged 6
		SP:Iteration 41Q (75869.710000 sec): 3 clusters
  Score: Raw -1687879.003754 + Penalty 3134.069555 = -1684744.934199
  nChanged 9
		SP:Iteration 42Q (75869.980000 sec): 3 clusters
  Score: Raw -1687880.578291 + Penalty 3134.069555 = -1684746.508736
  nChanged 4
		SP:Iteration 43Q (75870.260000 sec): 3 clusters
  Score: Raw -1687880.959691 + Penalty 3134.069555 = -1684746.890137
  nChanged 2
		SP:Iteration 44Q (75870.540000 sec): 3 clusters
  Score: Raw -1687881.526658 + Penalty 3134.069555 = -1684747.457103
  nChanged 3
		SP:Iteration 45Q (75870.740000 sec): 3 clusters
  Score: Raw -1687881.947977 + Penalty 3134.069555 = -1684747.878423
  nChanged 2
		SP:Iteration 46Q (75871.010000 sec): 3 clusters
  Score: Raw -1687882.145559 + Penalty 3134.069555 = -1684748.076004
  nChanged 1
		SP:Iteration 47Q (75871.270000 sec): 3 clusters
  Score: Raw -1687882.272360 + Penalty 3134.069555 = -1684748.202806
  nChanged 0
		SP:Iteration 48F (75871.510000 sec): 3 clusters
  Score: Raw -1687882.272360 + Penalty 3134.069555 = -1684748.202806
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75871.630000 sec): 2 clusters
  Score: Raw -30810.059704 + Penalty 950.046301 = -29860.013403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75871.790000 sec): 3 clusters
  Score: Raw -30949.942933 + Penalty 1900.092602 = -29049.850331
  nChanged 88
		SP:Iteration 1F (75871.990000 sec): 3 clusters
  Score: Raw -31260.472206 + Penalty 1900.092602 = -29360.379604
  nChanged 27
		SP:Iteration 2F (75872.170000 sec): 3 clusters
  Score: Raw -31427.366630 + Penalty 1900.092602 = -29527.274028
  nChanged 26
		SP:Iteration 3F (75872.400000 sec): 3 clusters
  Score: Raw -31612.672195 + Penalty 1900.092602 = -29712.579593
  nChanged 23
		SP:Iteration 4F (75872.600000 sec): 3 clusters
  Score: Raw -31836.681770 + Penalty 1900.092602 = -29936.589169
  nChanged 16
		SP:Iteration 5Q (75872.730000 sec): 3 clusters
  Score: Raw -32018.145520 + Penalty 1900.092602 = -30118.052919
  nChanged 12
		SP:Iteration 6Q (75872.950000 sec): 3 clusters
  Score: Raw -32171.690526 + Penalty 1900.092602 = -30271.597924
  nChanged 8
		SP:Iteration 7Q (75873.150000 sec): 3 clusters
  Score: Raw -32316.016139 + Penalty 1900.092602 = -30415.923538
  nChanged 7
		SP:Iteration 8Q (75873.340000 sec): 3 clusters
  Score: Raw -32376.533744 + Penalty 1900.092602 = -30476.441142
  nChanged 9
		SP:Iteration 9Q (75873.500000 sec): 3 clusters
  Score: Raw -32536.917971 + Penalty 1900.092602 = -30636.825369
  nChanged 4
		SP:Iteration 10Q (75873.710000 sec): 3 clusters
  Score: Raw -32660.738938 + Penalty 1900.092602 = -30760.646336
  nChanged 1
		SP:Iteration 11Q (75873.910000 sec): 3 clusters
  Score: Raw -32685.824174 + Penalty 1900.092602 = -30785.731572
  nChanged 0
		SP:Iteration 12F (75874.030000 sec): 3 clusters
  Score: Raw -32685.824174 + Penalty 1900.092602 = -30785.731572
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (367726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75875.730000 sec): 2 clusters
  Score: Raw -44705110.102198 + Penalty 2082.452673 = -44703027.649524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75877.550000 sec): 3 clusters
  Score: Raw -44458178.564913 + Penalty 4164.905347 = -44454013.659566
  nChanged 179948
		SP:Iteration 1F (75879.350000 sec): 3 clusters
  Score: Raw -44568400.736920 + Penalty 4164.905347 = -44564235.831573
  nChanged 11053
		SP:Iteration 2Q (75881.110000 sec): 3 clusters
  Score: Raw -44571650.045495 + Penalty 4164.905347 = -44567485.140149
  nChanged 13073
		SP:Iteration 3Q (75882.960000 sec): 3 clusters
  Score: Raw -44576603.633427 + Penalty 4164.905347 = -44572438.728081
  nChanged 16078
		SP:Iteration 4Q (75884.750000 sec): 3 clusters
  Score: Raw -44584590.335353 + Penalty 4164.905347 = -44580425.430006
  nChanged 20202
		SP:Iteration 5F (75886.510000 sec): 3 clusters
  Score: Raw -44597275.439478 + Penalty 4164.905347 = -44593110.534132
  nChanged 24866
		SP:Iteration 6F (75888.260000 sec): 3 clusters
  Score: Raw -44615780.678115 + Penalty 4164.905347 = -44611615.772768
  nChanged 28326
		SP:Iteration 7F (75889.940000 sec): 3 clusters
  Score: Raw -44639331.737423 + Penalty 4164.905347 = -44635166.832077
  nChanged 27672
		SP:Iteration 8F (75891.670000 sec): 3 clusters
  Score: Raw -44663802.132597 + Penalty 4164.905347 = -44659637.227250
  nChanged 22345
		SP:Iteration 9F (75893.540000 sec): 3 clusters
  Score: Raw -44683901.955169 + Penalty 4164.905347 = -44679737.049823
  nChanged 13898
		SP:Iteration 10Q (75895.090000 sec): 3 clusters
  Score: Raw -44696105.656448 + Penalty 4164.905347 = -44691940.751102
  nChanged 6844
		SP:Iteration 11Q (75896.600000 sec): 3 clusters
  Score: Raw -44701807.739533 + Penalty 4164.905347 = -44697642.834186
  nChanged 2702
		SP:Iteration 12Q (75898.070000 sec): 3 clusters
  Score: Raw -44703911.091374 + Penalty 4164.905347 = -44699746.186028
  nChanged 1027
		SP:Iteration 13Q (75899.600000 sec): 3 clusters
  Score: Raw -44704742.095192 + Penalty 4164.905347 = -44700577.189845
  nChanged 390
		SP:Iteration 14Q (75901.130000 sec): 3 clusters
  Score: Raw -44705075.979989 + Penalty 4164.905347 = -44700911.074643
  nChanged 147
		SP:Iteration 15Q (75902.610000 sec): 3 clusters
  Score: Raw -44705203.759688 + Penalty 4164.905347 = -44701038.854342
  nChanged 73
		SP:Iteration 16Q (75904.070000 sec): 3 clusters
  Score: Raw -44705268.982187 + Penalty 4164.905347 = -44701104.076840
  nChanged 44
		SP:Iteration 17Q (75905.540000 sec): 3 clusters
  Score: Raw -44705312.767326 + Penalty 4164.905347 = -44701147.861979
  nChanged 30
		SP:Iteration 18Q (75906.960000 sec): 3 clusters
  Score: Raw -44705336.648916 + Penalty 4164.905347 = -44701171.743569
  nChanged 12
		SP:Iteration 19Q (75908.400000 sec): 3 clusters
  Score: Raw -44705350.679519 + Penalty 4164.905347 = -44701185.774173
  nChanged 13
		SP:Iteration 20F (75910.020000 sec): 3 clusters
  Score: Raw -44705365.835359 + Penalty 4164.905347 = -44701200.930013
  nChanged 9
		SP:Iteration 21Q (75911.330000 sec): 3 clusters
  Score: Raw -44705373.566317 + Penalty 4164.905347 = -44701208.660970
  nChanged 3
		SP:Iteration 22Q (75912.750000 sec): 3 clusters
  Score: Raw -44705376.828399 + Penalty 4164.905347 = -44701211.923052
  nChanged 7
		SP:Iteration 23Q (75914.080000 sec): 3 clusters
  Score: Raw -44705383.709481 + Penalty 4164.905347 = -44701218.804134
  nChanged 3
		SP:Iteration 24Q (75915.540000 sec): 3 clusters
  Score: Raw -44705386.420125 + Penalty 4164.905347 = -44701221.514778
  nChanged 2
		SP:Iteration 25Q (75916.920000 sec): 3 clusters
  Score: Raw -44705387.967482 + Penalty 4164.905347 = -44701223.062135
  nChanged 0
		SP:Iteration 26F (75918.630000 sec): 3 clusters
  Score: Raw -44705387.967482 + Penalty 4164.905347 = -44701223.062135
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (23997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75919.020000 sec): 2 clusters
  Score: Raw -2750525.463650 + Penalty 1638.923666 = -2748886.539983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75919.330000 sec): 3 clusters
  Score: Raw -2736059.915116 + Penalty 3277.847333 = -2732782.067783
  nChanged 10986
		SP:Iteration 1F (75919.630000 sec): 3 clusters
  Score: Raw -2742311.305224 + Penalty 3277.847333 = -2739033.457891
  nChanged 1376
		SP:Iteration 2F (75919.900000 sec): 3 clusters
  Score: Raw -2742870.938519 + Penalty 3277.847333 = -2739593.091186
  nChanged 1268
		SP:Iteration 3F (75920.150000 sec): 3 clusters
  Score: Raw -2743381.312559 + Penalty 3277.847333 = -2740103.465226
  nChanged 1282
		SP:Iteration 4F (75920.420000 sec): 3 clusters
  Score: Raw -2743950.604789 + Penalty 3277.847333 = -2740672.757456
  nChanged 1308
		SP:Iteration 5F (75920.770000 sec): 3 clusters
  Score: Raw -2744618.227362 + Penalty 3277.847333 = -2741340.380029
  nChanged 1387
		SP:Iteration 6F (75921.060000 sec): 3 clusters
  Score: Raw -2745449.825541 + Penalty 3277.847333 = -2742171.978208
  nChanged 1396
		SP:Iteration 7F (75921.390000 sec): 3 clusters
  Score: Raw -2746390.172094 + Penalty 3277.847333 = -2743112.324761
  nChanged 1327
		SP:Iteration 8F (75921.720000 sec): 3 clusters
  Score: Raw -2747340.742216 + Penalty 3277.847333 = -2744062.894883
  nChanged 1146
		SP:Iteration 9Q (75922.090000 sec): 3 clusters
  Score: Raw -2748199.301677 + Penalty 3277.847333 = -2744921.454344
  nChanged 965
		SP:Iteration 10Q (75922.410000 sec): 3 clusters
  Score: Raw -2748904.638629 + Penalty 3277.847333 = -2745626.791296
  nChanged 820
		SP:Iteration 11Q (75922.690000 sec): 3 clusters
  Score: Raw -2749510.657584 + Penalty 3277.847333 = -2746232.810251
  nChanged 626
		SP:Iteration 12Q (75923.000000 sec): 3 clusters
  Score: Raw -2749974.763319 + Penalty 3277.847333 = -2746696.915986
  nChanged 411
		SP:Iteration 13Q (75923.320000 sec): 3 clusters
  Score: Raw -2750268.785738 + Penalty 3277.847333 = -2746990.938405
  nChanged 276
		SP:Iteration 14Q (75923.640000 sec): 3 clusters
  Score: Raw -2750499.809832 + Penalty 3277.847333 = -2747221.962499
  nChanged 219
		SP:Iteration 15Q (75923.900000 sec): 3 clusters
  Score: Raw -2750697.241482 + Penalty 3277.847333 = -2747419.394149
  nChanged 129
		SP:Iteration 16Q (75924.190000 sec): 3 clusters
  Score: Raw -2750810.502987 + Penalty 3277.847333 = -2747532.655654
  nChanged 88
		SP:Iteration 17Q (75924.540000 sec): 3 clusters
  Score: Raw -2750885.469550 + Penalty 3277.847333 = -2747607.622217
  nChanged 75
		SP:Iteration 18Q (75924.820000 sec): 3 clusters
  Score: Raw -2750944.868211 + Penalty 3277.847333 = -2747667.020878
  nChanged 49
		SP:Iteration 19Q (75925.100000 sec): 3 clusters
  Score: Raw -2750979.843431 + Penalty 3277.847333 = -2747701.996098
  nChanged 43
		SP:Iteration 20F (75925.430000 sec): 3 clusters
  Score: Raw -2751008.642822 + Penalty 3277.847333 = -2747730.795489
  nChanged 35
		SP:Iteration 21Q (75925.700000 sec): 3 clusters
  Score: Raw -2751029.488464 + Penalty 3277.847333 = -2747751.641131
  nChanged 24
		SP:Iteration 22Q (75925.990000 sec): 3 clusters
  Score: Raw -2751041.938210 + Penalty 3277.847333 = -2747764.090877
  nChanged 16
		SP:Iteration 23Q (75926.260000 sec): 3 clusters
  Score: Raw -2751050.578765 + Penalty 3277.847333 = -2747772.731432
  nChanged 12
		SP:Iteration 24Q (75926.580000 sec): 3 clusters
  Score: Raw -2751058.754852 + Penalty 3277.847333 = -2747780.907519
  nChanged 17
		SP:Iteration 25Q (75926.850000 sec): 3 clusters
  Score: Raw -2751069.751841 + Penalty 3277.847333 = -2747791.904508
  nChanged 12
		SP:Iteration 26Q (75927.100000 sec): 3 clusters
  Score: Raw -2751078.388030 + Penalty 3277.847333 = -2747800.540697
  nChanged 8
		SP:Iteration 27Q (75927.400000 sec): 3 clusters
  Score: Raw -2751084.221025 + Penalty 3277.847333 = -2747806.373692
  nChanged 9
		SP:Iteration 28Q (75927.680000 sec): 3 clusters
  Score: Raw -2751089.386717 + Penalty 3277.847333 = -2747811.539384
  nChanged 7
		SP:Iteration 29Q (75927.940000 sec): 3 clusters
  Score: Raw -2751093.861604 + Penalty 3277.847333 = -2747816.014271
  nChanged 14
		SP:Iteration 30Q (75928.170000 sec): 3 clusters
  Score: Raw -2751103.372887 + Penalty 3277.847333 = -2747825.525554
  nChanged 15
		SP:Iteration 31Q (75928.490000 sec): 3 clusters
  Score: Raw -2751110.065227 + Penalty 3277.847333 = -2747832.217894
  nChanged 12
		SP:Iteration 32Q (75928.790000 sec): 3 clusters
  Score: Raw -2751117.916367 + Penalty 3277.847333 = -2747840.069034
  nChanged 17
		SP:Iteration 33Q (75929.060000 sec): 3 clusters
  Score: Raw -2751127.622142 + Penalty 3277.847333 = -2747849.774809
  nChanged 12
		SP:Iteration 34Q (75929.320000 sec): 3 clusters
  Score: Raw -2751135.532329 + Penalty 3277.847333 = -2747857.684996
  nChanged 9
		SP:Iteration 35Q (75929.540000 sec): 3 clusters
  Score: Raw -2751140.189115 + Penalty 3277.847333 = -2747862.341782
  nChanged 7
		SP:Iteration 36Q (75929.850000 sec): 3 clusters
  Score: Raw -2751143.776213 + Penalty 3277.847333 = -2747865.928880
  nChanged 4
		SP:Iteration 37Q (75930.100000 sec): 3 clusters
  Score: Raw -2751145.204665 + Penalty 3277.847333 = -2747867.357332
  nChanged 1
		SP:Iteration 38Q (75930.390000 sec): 3 clusters
  Score: Raw -2751145.370373 + Penalty 3277.847333 = -2747867.523040
  nChanged 1
		SP:Iteration 39Q (75930.680000 sec): 3 clusters
  Score: Raw -2751145.585085 + Penalty 3277.847333 = -2747867.737752
  nChanged 0
		SP:Iteration 40F (75931.040000 sec): 3 clusters
  Score: Raw -2751145.585085 + Penalty 3277.847333 = -2747867.737752
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (42722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75931.310000 sec): 2 clusters
  Score: Raw -5285550.511742 + Penalty 1732.651259 = -5283817.860483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75931.680000 sec): 3 clusters
  Score: Raw -5258579.953029 + Penalty 3465.302519 = -5255114.650510
  nChanged 19916
		SP:Iteration 1F (75932.080000 sec): 3 clusters
  Score: Raw -5269706.562401 + Penalty 3465.302519 = -5266241.259882
  nChanged 1792
		SP:Iteration 2Q (75932.450000 sec): 3 clusters
  Score: Raw -5270389.765835 + Penalty 3465.302519 = -5266924.463316
  nChanged 2049
		SP:Iteration 3Q (75932.850000 sec): 3 clusters
  Score: Raw -5271376.167420 + Penalty 3465.302519 = -5267910.864901
  nChanged 2474
		SP:Iteration 4F (75933.270000 sec): 3 clusters
  Score: Raw -5272800.241613 + Penalty 3465.302519 = -5269334.939094
  nChanged 2837
		SP:Iteration 5F (75933.620000 sec): 3 clusters
  Score: Raw -5274561.315563 + Penalty 3465.302519 = -5271096.013044
  nChanged 2993
		SP:Iteration 6F (75934.020000 sec): 3 clusters
  Score: Raw -5276482.484646 + Penalty 3465.302519 = -5273017.182128
  nChanged 2987
		SP:Iteration 7F (75934.460000 sec): 3 clusters
  Score: Raw -5278355.973774 + Penalty 3465.302519 = -5274890.671255
  nChanged 2474
		SP:Iteration 8F (75934.830000 sec): 3 clusters
  Score: Raw -5279807.268271 + Penalty 3465.302519 = -5276341.965752
  nChanged 1973
		SP:Iteration 9Q (75935.250000 sec): 3 clusters
  Score: Raw -5280947.935031 + Penalty 3465.302519 = -5277482.632512
  nChanged 1694
		SP:Iteration 10Q (75935.630000 sec): 3 clusters
  Score: Raw -5281949.089073 + Penalty 3465.302519 = -5278483.786554
  nChanged 1497
		SP:Iteration 11Q (75936.070000 sec): 3 clusters
  Score: Raw -5282844.559289 + Penalty 3465.302519 = -5279379.256770
  nChanged 1263
		SP:Iteration 12Q (75936.410000 sec): 3 clusters
  Score: Raw -5283610.109499 + Penalty 3465.302519 = -5280144.806980
  nChanged 1021
		SP:Iteration 13Q (75936.830000 sec): 3 clusters
  Score: Raw -5284215.816727 + Penalty 3465.302519 = -5280750.514208
  nChanged 789
		SP:Iteration 14Q (75937.210000 sec): 3 clusters
  Score: Raw -5284679.026172 + Penalty 3465.302519 = -5281213.723653
  nChanged 596
		SP:Iteration 15Q (75937.580000 sec): 3 clusters
  Score: Raw -5285026.162775 + Penalty 3465.302519 = -5281560.860256
  nChanged 433
		SP:Iteration 16Q (75937.890000 sec): 3 clusters
  Score: Raw -5285277.410439 + Penalty 3465.302519 = -5281812.107920
  nChanged 295
		SP:Iteration 17Q (75938.320000 sec): 3 clusters
  Score: Raw -5285449.166698 + Penalty 3465.302519 = -5281983.864179
  nChanged 221
		SP:Iteration 18Q (75938.630000 sec): 3 clusters
  Score: Raw -5285584.440872 + Penalty 3465.302519 = -5282119.138353
  nChanged 156
		SP:Iteration 19Q (75939.040000 sec): 3 clusters
  Score: Raw -5285683.667956 + Penalty 3465.302519 = -5282218.365437
  nChanged 113
		SP:Iteration 20F (75939.450000 sec): 3 clusters
  Score: Raw -5285748.880831 + Penalty 3465.302519 = -5282283.578312
  nChanged 69
		SP:Iteration 21Q (75939.830000 sec): 3 clusters
  Score: Raw -5285788.718205 + Penalty 3465.302519 = -5282323.415686
  nChanged 62
		SP:Iteration 22Q (75940.190000 sec): 3 clusters
  Score: Raw -5285823.258679 + Penalty 3465.302519 = -5282357.956160
  nChanged 35
		SP:Iteration 23Q (75940.570000 sec): 3 clusters
  Score: Raw -5285838.988092 + Penalty 3465.302519 = -5282373.685573
  nChanged 21
		SP:Iteration 24Q (75941.010000 sec): 3 clusters
  Score: Raw -5285849.933607 + Penalty 3465.302519 = -5282384.631088
  nChanged 24
		SP:Iteration 25Q (75941.340000 sec): 3 clusters
  Score: Raw -5285862.050415 + Penalty 3465.302519 = -5282396.747896
  nChanged 16
		SP:Iteration 26Q (75941.730000 sec): 3 clusters
  Score: Raw -5285868.764982 + Penalty 3465.302519 = -5282403.462463
  nChanged 13
		SP:Iteration 27Q (75942.080000 sec): 3 clusters
  Score: Raw -5285874.545954 + Penalty 3465.302519 = -5282409.243435
  nChanged 11
		SP:Iteration 28Q (75942.410000 sec): 3 clusters
  Score: Raw -5285878.877163 + Penalty 3465.302519 = -5282413.574644
  nChanged 6
		SP:Iteration 29Q (75942.720000 sec): 3 clusters
  Score: Raw -5285884.308376 + Penalty 3465.302519 = -5282419.005857
  nChanged 4
		SP:Iteration 30Q (75943.040000 sec): 3 clusters
  Score: Raw -5285885.923667 + Penalty 3465.302519 = -5282420.621148
  nChanged 2
		SP:Iteration 31Q (75943.470000 sec): 3 clusters
  Score: Raw -5285886.553832 + Penalty 3465.302519 = -5282421.251313
  nChanged 1
		SP:Iteration 32Q (75943.810000 sec): 3 clusters
  Score: Raw -5285886.888605 + Penalty 3465.302519 = -5282421.586086
  nChanged 1
		SP:Iteration 33Q (75944.240000 sec): 3 clusters
  Score: Raw -5285887.147187 + Penalty 3465.302519 = -5282421.844668
  nChanged 1
		SP:Iteration 34Q (75944.610000 sec): 3 clusters
  Score: Raw -5285887.338448 + Penalty 3465.302519 = -5282422.035929
  nChanged 1
		SP:Iteration 35Q (75944.980000 sec): 3 clusters
  Score: Raw -5285887.593978 + Penalty 3465.302519 = -5282422.291459
  nChanged 1
		SP:Iteration 36Q (75945.380000 sec): 3 clusters
  Score: Raw -5285887.753936 + Penalty 3465.302519 = -5282422.451417
  nChanged 0
		SP:Iteration 37F (75945.750000 sec): 3 clusters
  Score: Raw -5285887.753936 + Penalty 3465.302519 = -5282422.451417
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75945.900000 sec): 2 clusters
  Score: Raw -1667537.830146 + Penalty 1549.735593 = -1665988.094553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75946.180000 sec): 3 clusters
  Score: Raw -1659355.636545 + Penalty 3099.471187 = -1656256.165358
  nChanged 6163
		SP:Iteration 1F (75946.420000 sec): 3 clusters
  Score: Raw -1663005.291278 + Penalty 3099.471187 = -1659905.820091
  nChanged 939
		SP:Iteration 2F (75946.710000 sec): 3 clusters
  Score: Raw -1663546.175916 + Penalty 3099.471187 = -1660446.704730
  nChanged 866
		SP:Iteration 3F (75946.960000 sec): 3 clusters
  Score: Raw -1664098.355034 + Penalty 3099.471187 = -1660998.883848
  nChanged 869
		SP:Iteration 4F (75947.240000 sec): 3 clusters
  Score: Raw -1664696.709295 + Penalty 3099.471187 = -1661597.238109
  nChanged 842
		SP:Iteration 5F (75947.510000 sec): 3 clusters
  Score: Raw -1665327.820045 + Penalty 3099.471187 = -1662228.348859
  nChanged 747
		SP:Iteration 6F (75947.760000 sec): 3 clusters
  Score: Raw -1665881.927506 + Penalty 3099.471187 = -1662782.456319
  nChanged 612
		SP:Iteration 7Q (75948.000000 sec): 3 clusters
  Score: Raw -1666333.649107 + Penalty 3099.471187 = -1663234.177920
  nChanged 502
		SP:Iteration 8Q (75948.230000 sec): 3 clusters
  Score: Raw -1666640.653942 + Penalty 3099.471187 = -1663541.182756
  nChanged 368
		SP:Iteration 9Q (75948.470000 sec): 3 clusters
  Score: Raw -1666833.268029 + Penalty 3099.471187 = -1663733.796843
  nChanged 266
		SP:Iteration 10Q (75948.700000 sec): 3 clusters
  Score: Raw -1666937.626996 + Penalty 3099.471187 = -1663838.155809
  nChanged 192
		SP:Iteration 11Q (75948.910000 sec): 3 clusters
  Score: Raw -1667017.284161 + Penalty 3099.471187 = -1663917.812975
  nChanged 183
		SP:Iteration 12Q (75949.160000 sec): 3 clusters
  Score: Raw -1667100.147643 + Penalty 3099.471187 = -1664000.676457
  nChanged 168
		SP:Iteration 13Q (75949.410000 sec): 3 clusters
  Score: Raw -1667179.630583 + Penalty 3099.471187 = -1664080.159396
  nChanged 158
		SP:Iteration 14Q (75949.620000 sec): 3 clusters
  Score: Raw -1667242.527065 + Penalty 3099.471187 = -1664143.055878
  nChanged 131
		SP:Iteration 15Q (75949.840000 sec): 3 clusters
  Score: Raw -1667292.653230 + Penalty 3099.471187 = -1664193.182044
  nChanged 130
		SP:Iteration 16Q (75950.060000 sec): 3 clusters
  Score: Raw -1667344.013253 + Penalty 3099.471187 = -1664244.542067
  nChanged 134
		SP:Iteration 17Q (75950.270000 sec): 3 clusters
  Score: Raw -1667402.987040 + Penalty 3099.471187 = -1664303.515853
  nChanged 126
		SP:Iteration 18Q (75950.490000 sec): 3 clusters
  Score: Raw -1667447.952092 + Penalty 3099.471187 = -1664348.480906
  nChanged 108
		SP:Iteration 19Q (75950.740000 sec): 3 clusters
  Score: Raw -1667488.681011 + Penalty 3099.471187 = -1664389.209824
  nChanged 108
		SP:Iteration 20F (75950.920000 sec): 3 clusters
  Score: Raw -1667532.950261 + Penalty 3099.471187 = -1664433.479075
  nChanged 113
		SP:Iteration 21Q (75951.230000 sec): 3 clusters
  Score: Raw -1667579.515678 + Penalty 3099.471187 = -1664480.044491
  nChanged 96
		SP:Iteration 22Q (75951.490000 sec): 3 clusters
  Score: Raw -1667612.169141 + Penalty 3099.471187 = -1664512.697955
  nChanged 87
		SP:Iteration 23Q (75951.710000 sec): 3 clusters
  Score: Raw -1667644.899568 + Penalty 3099.471187 = -1664545.428381
  nChanged 98
		SP:Iteration 24Q (75951.940000 sec): 3 clusters
  Score: Raw -1667685.700679 + Penalty 3099.471187 = -1664586.229492
  nChanged 85
		SP:Iteration 25Q (75952.210000 sec): 3 clusters
  Score: Raw -1667718.070987 + Penalty 3099.471187 = -1664618.599800
  nChanged 65
		SP:Iteration 26Q (75952.450000 sec): 3 clusters
  Score: Raw -1667735.570342 + Penalty 3099.471187 = -1664636.099155
  nChanged 47
		SP:Iteration 27Q (75952.730000 sec): 3 clusters
  Score: Raw -1667750.891869 + Penalty 3099.471187 = -1664651.420682
  nChanged 59
		SP:Iteration 28Q (75953.000000 sec): 3 clusters
  Score: Raw -1667770.184956 + Penalty 3099.471187 = -1664670.713770
  nChanged 52
		SP:Iteration 29Q (75953.230000 sec): 3 clusters
  Score: Raw -1667788.284890 + Penalty 3099.471187 = -1664688.813704
  nChanged 55
		SP:Iteration 30Q (75953.420000 sec): 3 clusters
  Score: Raw -1667808.701364 + Penalty 3099.471187 = -1664709.230177
  nChanged 48
		SP:Iteration 31Q (75953.700000 sec): 3 clusters
  Score: Raw -1667823.539244 + Penalty 3099.471187 = -1664724.068057
  nChanged 40
		SP:Iteration 32Q (75953.910000 sec): 3 clusters
  Score: Raw -1667835.376136 + Penalty 3099.471187 = -1664735.904950
  nChanged 36
		SP:Iteration 33Q (75954.150000 sec): 3 clusters
  Score: Raw -1667846.213729 + Penalty 3099.471187 = -1664746.742542
  nChanged 33
		SP:Iteration 34Q (75954.410000 sec): 3 clusters
  Score: Raw -1667856.300354 + Penalty 3099.471187 = -1664756.829167
  nChanged 28
		SP:Iteration 35Q (75954.680000 sec): 3 clusters
  Score: Raw -1667861.444306 + Penalty 3099.471187 = -1664761.973120
  nChanged 20
		SP:Iteration 36Q (75954.900000 sec): 3 clusters
  Score: Raw -1667866.559772 + Penalty 3099.471187 = -1664767.088585
  nChanged 21
		SP:Iteration 37Q (75955.110000 sec): 3 clusters
  Score: Raw -1667870.245563 + Penalty 3099.471187 = -1664770.774377
  nChanged 15
		SP:Iteration 38Q (75955.350000 sec): 3 clusters
  Score: Raw -1667873.606696 + Penalty 3099.471187 = -1664774.135509
  nChanged 17
		SP:Iteration 39Q (75955.640000 sec): 3 clusters
  Score: Raw -1667877.959575 + Penalty 3099.471187 = -1664778.488389
  nChanged 21
		SP:Iteration 40F (75955.850000 sec): 3 clusters
  Score: Raw -1667883.124383 + Penalty 3099.471187 = -1664783.653197
  nChanged 14
		SP:Iteration 41Q (75956.090000 sec): 3 clusters
  Score: Raw -1667886.104216 + Penalty 3099.471187 = -1664786.633030
  nChanged 8
		SP:Iteration 42Q (75956.310000 sec): 3 clusters
  Score: Raw -1667887.983132 + Penalty 3099.471187 = -1664788.511945
  nChanged 5
		SP:Iteration 43Q (75956.560000 sec): 3 clusters
  Score: Raw -1667888.736788 + Penalty 3099.471187 = -1664789.265602
  nChanged 5
		SP:Iteration 44Q (75956.780000 sec): 3 clusters
  Score: Raw -1667890.013264 + Penalty 3099.471187 = -1664790.542078
  nChanged 4
		SP:Iteration 45Q (75956.970000 sec): 3 clusters
  Score: Raw -1667890.622941 + Penalty 3099.471187 = -1664791.151754
  nChanged 0
		SP:Iteration 46F (75957.200000 sec): 3 clusters
  Score: Raw -1667890.622941 + Penalty 3099.471187 = -1664791.151754
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (101035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75957.680000 sec): 2 clusters
  Score: Raw -12232749.450378 + Penalty 1872.523619 = -12230876.926759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75958.250000 sec): 3 clusters
  Score: Raw -12167140.054839 + Penalty 3745.047238 = -12163395.007601
  nChanged 48213
		SP:Iteration 1F (75958.830000 sec): 3 clusters
  Score: Raw -12196298.641890 + Penalty 3745.047238 = -12192553.594652
  nChanged 4944
		SP:Iteration 2Q (75959.390000 sec): 3 clusters
  Score: Raw -12198461.055391 + Penalty 3745.047238 = -12194716.008153
  nChanged 6184
		SP:Iteration 3F (75959.980000 sec): 3 clusters
  Score: Raw -12202039.980108 + Penalty 3745.047238 = -12198294.932870
  nChanged 7365
		SP:Iteration 4F (75960.520000 sec): 3 clusters
  Score: Raw -12207578.917761 + Penalty 3745.047238 = -12203833.870523
  nChanged 7998
		SP:Iteration 5F (75961.080000 sec): 3 clusters
  Score: Raw -12214703.380263 + Penalty 3745.047238 = -12210958.333026
  nChanged 7242
		SP:Iteration 6F (75961.670000 sec): 3 clusters
  Score: Raw -12222372.206324 + Penalty 3745.047238 = -12218627.159086
  nChanged 5880
		SP:Iteration 7F (75962.300000 sec): 3 clusters
  Score: Raw -12229071.386721 + Penalty 3745.047238 = -12225326.339483
  nChanged 4428
		SP:Iteration 8Q (75962.910000 sec): 3 clusters
  Score: Raw -12233938.523423 + Penalty 3745.047238 = -12230193.476186
  nChanged 3248
		SP:Iteration 9Q (75963.470000 sec): 3 clusters
  Score: Raw -12237507.154697 + Penalty 3745.047238 = -12233762.107460
  nChanged 2263
		SP:Iteration 10Q (75964.070000 sec): 3 clusters
  Score: Raw -12239663.866372 + Penalty 3745.047238 = -12235918.819134
  nChanged 1550
		SP:Iteration 11Q (75964.630000 sec): 3 clusters
  Score: Raw -12240590.519572 + Penalty 3745.047238 = -12236845.472334
  nChanged 979
		SP:Iteration 12Q (75965.260000 sec): 3 clusters
  Score: Raw -12240910.272812 + Penalty 3745.047238 = -12237165.225574
  nChanged 594
		SP:Iteration 13Q (75965.920000 sec): 3 clusters
  Score: Raw -12241021.274412 + Penalty 3745.047238 = -12237276.227174
  nChanged 348
		SP:Iteration 14Q (75966.520000 sec): 3 clusters
  Score: Raw -12241069.616507 + Penalty 3745.047238 = -12237324.569269
  nChanged 251
		SP:Iteration 15Q (75967.110000 sec): 3 clusters
  Score: Raw -12241093.736368 + Penalty 3745.047238 = -12237348.689131
  nChanged 159
		SP:Iteration 16Q (75967.710000 sec): 3 clusters
  Score: Raw -12241105.910959 + Penalty 3745.047238 = -12237360.863721
  nChanged 129
		SP:Iteration 17Q (75968.350000 sec): 3 clusters
  Score: Raw -12241115.484440 + Penalty 3745.047238 = -12237370.437202
  nChanged 111
		SP:Iteration 18Q (75968.950000 sec): 3 clusters
  Score: Raw -12241121.943671 + Penalty 3745.047238 = -12237376.896433
  nChanged 86
		SP:Iteration 19Q (75969.540000 sec): 3 clusters
  Score: Raw -12241126.121791 + Penalty 3745.047238 = -12237381.074553
  nChanged 62
		SP:Iteration 20F (75970.190000 sec): 3 clusters
  Score: Raw -12241128.886042 + Penalty 3745.047238 = -12237383.838804
  nChanged 56
		SP:Iteration 21Q (75970.790000 sec): 3 clusters
  Score: Raw -12241131.148545 + Penalty 3745.047238 = -12237386.101307
  nChanged 54
		SP:Iteration 22Q (75971.420000 sec): 3 clusters
  Score: Raw -12241133.203244 + Penalty 3745.047238 = -12237388.156006
  nChanged 50
		SP:Iteration 23Q (75972.020000 sec): 3 clusters
  Score: Raw -12241134.775705 + Penalty 3745.047238 = -12237389.728467
  nChanged 31
		SP:Iteration 24Q (75972.630000 sec): 3 clusters
  Score: Raw -12241135.552371 + Penalty 3745.047238 = -12237390.505133
  nChanged 29
		SP:Iteration 25Q (75973.230000 sec): 3 clusters
  Score: Raw -12241136.230635 + Penalty 3745.047238 = -12237391.183397
  nChanged 27
		SP:Iteration 26Q (75973.840000 sec): 3 clusters
  Score: Raw -12241136.887523 + Penalty 3745.047238 = -12237391.840285
  nChanged 20
		SP:Iteration 27Q (75974.450000 sec): 3 clusters
  Score: Raw -12241137.308683 + Penalty 3745.047238 = -12237392.261445
  nChanged 20
		SP:Iteration 28Q (75975.060000 sec): 3 clusters
  Score: Raw -12241137.670431 + Penalty 3745.047238 = -12237392.623193
  nChanged 14
		SP:Iteration 29Q (75975.690000 sec): 3 clusters
  Score: Raw -12241137.965805 + Penalty 3745.047238 = -12237392.918567
  nChanged 6
		SP:Iteration 30Q (75976.240000 sec): 3 clusters
  Score: Raw -12241138.049127 + Penalty 3745.047238 = -12237393.001889
  nChanged 3
		SP:Iteration 31Q (75976.890000 sec): 3 clusters
  Score: Raw -12241138.091720 + Penalty 3745.047238 = -12237393.044482
  nChanged 3
		SP:Iteration 32Q (75977.520000 sec): 3 clusters
  Score: Raw -12241138.147540 + Penalty 3745.047238 = -12237393.100302
  nChanged 5
		SP:Iteration 33Q (75978.130000 sec): 3 clusters
  Score: Raw -12241138.239161 + Penalty 3745.047238 = -12237393.191923
  nChanged 6
		SP:Iteration 34Q (75978.730000 sec): 3 clusters
  Score: Raw -12241138.335218 + Penalty 3745.047238 = -12237393.287980
  nChanged 5
		SP:Iteration 35Q (75979.360000 sec): 3 clusters
  Score: Raw -12241138.421257 + Penalty 3745.047238 = -12237393.374019
  nChanged 8
		SP:Iteration 36Q (75979.920000 sec): 3 clusters
  Score: Raw -12241138.578978 + Penalty 3745.047238 = -12237393.531740
  nChanged 5
		SP:Iteration 37Q (75980.550000 sec): 3 clusters
  Score: Raw -12241138.624860 + Penalty 3745.047238 = -12237393.577622
  nChanged 6
		SP:Iteration 38Q (75981.170000 sec): 3 clusters
  Score: Raw -12241138.687331 + Penalty 3745.047238 = -12237393.640093
  nChanged 5
		SP:Iteration 39Q (75981.720000 sec): 3 clusters
  Score: Raw -12241138.750584 + Penalty 3745.047238 = -12237393.703346
  nChanged 3
		SP:Iteration 40F (75982.360000 sec): 3 clusters
  Score: Raw -12241138.796170 + Penalty 3745.047238 = -12237393.748932
  nChanged 4
		SP:Iteration 41Q (75982.980000 sec): 3 clusters
  Score: Raw -12241138.853787 + Penalty 3745.047238 = -12237393.806549
  nChanged 5
		SP:Iteration 42Q (75983.570000 sec): 3 clusters
  Score: Raw -12241138.962761 + Penalty 3745.047238 = -12237393.915523
  nChanged 5
		SP:Iteration 43Q (75984.180000 sec): 3 clusters
  Score: Raw -12241139.044983 + Penalty 3745.047238 = -12237393.997746
  nChanged 3
		SP:Iteration 44Q (75984.810000 sec): 3 clusters
  Score: Raw -12241139.069726 + Penalty 3745.047238 = -12237394.022488
  nChanged 2
		SP:Iteration 45Q (75985.420000 sec): 3 clusters
  Score: Raw -12241139.092365 + Penalty 3745.047238 = -12237394.045127
  nChanged 2
		SP:Iteration 46Q (75986.010000 sec): 3 clusters
  Score: Raw -12241139.131681 + Penalty 3745.047238 = -12237394.084443
  nChanged 4
		SP:Iteration 47Q (75986.590000 sec): 3 clusters
  Score: Raw -12241139.183585 + Penalty 3745.047238 = -12237394.136347
  nChanged 3
		SP:Iteration 48Q (75987.110000 sec): 3 clusters
  Score: Raw -12241139.243318 + Penalty 3745.047238 = -12237394.196080
  nChanged 3
		SP:Iteration 49Q (75987.630000 sec): 3 clusters
  Score: Raw -12241139.281222 + Penalty 3745.047238 = -12237394.233984
  nChanged 2
		SP:Iteration 50Q (75988.210000 sec): 3 clusters
  Score: Raw -12241139.318805 + Penalty 3745.047238 = -12237394.271567
  nChanged 3
		SP:Iteration 51Q (75988.790000 sec): 3 clusters
  Score: Raw -12241139.407349 + Penalty 3745.047238 = -12237394.360111
  nChanged 4
		SP:Iteration 52Q (75989.350000 sec): 3 clusters
  Score: Raw -12241139.454266 + Penalty 3745.047238 = -12237394.407029
  nChanged 4
		SP:Iteration 53Q (75989.980000 sec): 3 clusters
  Score: Raw -12241139.542286 + Penalty 3745.047238 = -12237394.495048
  nChanged 8
		SP:Iteration 54Q (75990.580000 sec): 3 clusters
  Score: Raw -12241139.685031 + Penalty 3745.047238 = -12237394.637793
  nChanged 6
		SP:Iteration 55Q (75991.160000 sec): 3 clusters
  Score: Raw -12241139.784657 + Penalty 3745.047238 = -12237394.737419
  nChanged 5
		SP:Iteration 56Q (75991.810000 sec): 3 clusters
  Score: Raw -12241139.857819 + Penalty 3745.047238 = -12237394.810581
  nChanged 7
		SP:Iteration 57Q (75992.460000 sec): 3 clusters
  Score: Raw -12241140.045626 + Penalty 3745.047238 = -12237394.998389
  nChanged 10
		SP:Iteration 58Q (75993.070000 sec): 3 clusters
  Score: Raw -12241140.274137 + Penalty 3745.047238 = -12237395.226899
  nChanged 13
		SP:Iteration 59Q (75993.730000 sec): 3 clusters
  Score: Raw -12241140.593041 + Penalty 3745.047238 = -12237395.545804
  nChanged 11
		SP:Iteration 60F (75994.410000 sec): 3 clusters
  Score: Raw -12241140.858975 + Penalty 3745.047238 = -12237395.811737
  nChanged 16
		SP:Iteration 61Q (75995.030000 sec): 3 clusters
  Score: Raw -12241141.132336 + Penalty 3745.047238 = -12237396.085098
  nChanged 10
		SP:Iteration 62Q (75995.650000 sec): 3 clusters
  Score: Raw -12241141.249403 + Penalty 3745.047238 = -12237396.202165
  nChanged 5
		SP:Iteration 63Q (75996.290000 sec): 3 clusters
  Score: Raw -12241141.299303 + Penalty 3745.047238 = -12237396.252065
  nChanged 0
		SP:Iteration 64F (75996.960000 sec): 3 clusters
  Score: Raw -12241141.299303 + Penalty 3745.047238 = -12237396.252065
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75997.100000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75997.330000 sec): 3 clusters
  Score: Raw -12853.408160 + Penalty 1598.993801 = -11254.414359
  nChanged 11
		SP:Iteration 1F (75997.490000 sec): 3 clusters
  Score: Raw -12900.756466 + Penalty 1598.993801 = -11301.762665
  nChanged 1
		SP:Iteration 2Q (75997.680000 sec): 3 clusters
  Score: Raw -12906.523377 + Penalty 1598.993801 = -11307.529577
  nChanged 1
		SP:Iteration 3Q (75997.890000 sec): 3 clusters
  Score: Raw -12917.530805 + Penalty 1598.993801 = -11318.537004
  nChanged 0
		SP:Iteration 4F (75998.100000 sec): 3 clusters
  Score: Raw -12917.530805 + Penalty 1598.993801 = -11318.537004
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75998.240000 sec): 2 clusters
  Score: Raw -697253.701742 + Penalty 1406.302405 = -695847.399337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75998.490000 sec): 3 clusters
  Score: Raw -694346.521976 + Penalty 2812.604810 = -691533.917166
  nChanged 2284
		SP:Iteration 1F (75998.700000 sec): 3 clusters
  Score: Raw -695658.015284 + Penalty 2812.604810 = -692845.410474
  nChanged 501
		SP:Iteration 2F (75998.940000 sec): 3 clusters
  Score: Raw -696020.625737 + Penalty 2812.604810 = -693208.020927
  nChanged 445
		SP:Iteration 3F (75999.140000 sec): 3 clusters
  Score: Raw -696370.152300 + Penalty 2812.604810 = -693557.547490
  nChanged 403
		SP:Iteration 4F (75999.340000 sec): 3 clusters
  Score: Raw -696666.305792 + Penalty 2812.604810 = -693853.700982
  nChanged 331
		SP:Iteration 5F (75999.500000 sec): 3 clusters
  Score: Raw -696901.078896 + Penalty 2812.604810 = -694088.474086
  nChanged 262
		SP:Iteration 6Q (75999.720000 sec): 3 clusters
  Score: Raw -697057.164133 + Penalty 2812.604810 = -694244.559322
  nChanged 182
		SP:Iteration 7Q (75999.900000 sec): 3 clusters
  Score: Raw -697155.874371 + Penalty 2812.604810 = -694343.269561
  nChanged 136
		SP:Iteration 8Q (76000.130000 sec): 3 clusters
  Score: Raw -697227.902392 + Penalty 2812.604810 = -694415.297582
  nChanged 116
		SP:Iteration 9Q (76000.350000 sec): 3 clusters
  Score: Raw -697283.082646 + Penalty 2812.604810 = -694470.477836
  nChanged 111
		SP:Iteration 10Q (76000.580000 sec): 3 clusters
  Score: Raw -697326.235877 + Penalty 2812.604810 = -694513.631067
  nChanged 63
		SP:Iteration 11Q (76000.820000 sec): 3 clusters
  Score: Raw -697346.043510 + Penalty 2812.604810 = -694533.438700
  nChanged 49
		SP:Iteration 12Q (76001.020000 sec): 3 clusters
  Score: Raw -697366.199833 + Penalty 2812.604810 = -694553.595022
  nChanged 34
		SP:Iteration 13Q (76001.240000 sec): 3 clusters
  Score: Raw -697374.552867 + Penalty 2812.604810 = -694561.948057
  nChanged 22
		SP:Iteration 14Q (76001.440000 sec): 3 clusters
  Score: Raw -697380.523983 + Penalty 2812.604810 = -694567.919173
  nChanged 22
		SP:Iteration 15Q (76001.670000 sec): 3 clusters
  Score: Raw -697386.338193 + Penalty 2812.604810 = -694573.733383
  nChanged 14
		SP:Iteration 16Q (76001.860000 sec): 3 clusters
  Score: Raw -697390.007008 + Penalty 2812.604810 = -694577.402198
  nChanged 14
		SP:Iteration 17Q (76002.100000 sec): 3 clusters
  Score: Raw -697394.357061 + Penalty 2812.604810 = -694581.752251
  nChanged 9
		SP:Iteration 18Q (76002.330000 sec): 3 clusters
  Score: Raw -697396.117385 + Penalty 2812.604810 = -694583.512575
  nChanged 4
		SP:Iteration 19Q (76002.570000 sec): 3 clusters
  Score: Raw -697396.758807 + Penalty 2812.604810 = -694584.153997
  nChanged 5
		SP:Iteration 20F (76002.720000 sec): 3 clusters
  Score: Raw -697399.019655 + Penalty 2812.604810 = -694586.414845
  nChanged 9
		SP:Iteration 21Q (76002.940000 sec): 3 clusters
  Score: Raw -697400.908738 + Penalty 2812.604810 = -694588.303927
  nChanged 6
		SP:Iteration 22Q (76003.170000 sec): 3 clusters
  Score: Raw -697402.280068 + Penalty 2812.604810 = -694589.675258
  nChanged 3
		SP:Iteration 23Q (76003.370000 sec): 3 clusters
  Score: Raw -697402.878120 + Penalty 2812.604810 = -694590.273310
  nChanged 3
		SP:Iteration 24Q (76003.560000 sec): 3 clusters
  Score: Raw -697403.687622 + Penalty 2812.604810 = -694591.082812
  nChanged 1
		SP:Iteration 25Q (76003.800000 sec): 3 clusters
  Score: Raw -697403.816176 + Penalty 2812.604810 = -694591.211366
  nChanged 2
		SP:Iteration 26Q (76004.030000 sec): 3 clusters
  Score: Raw -697404.296289 + Penalty 2812.604810 = -694591.691479
  nChanged 1
		SP:Iteration 27Q (76004.240000 sec): 3 clusters
  Score: Raw -697404.535775 + Penalty 2812.604810 = -694591.930965
  nChanged 3
		SP:Iteration 28Q (76004.420000 sec): 3 clusters
  Score: Raw -697405.170672 + Penalty 2812.604810 = -694592.565861
  nChanged 2
		SP:Iteration 29Q (76004.660000 sec): 3 clusters
  Score: Raw -697405.527281 + Penalty 2812.604810 = -694592.922471
  nChanged 1
		SP:Iteration 30Q (76004.870000 sec): 3 clusters
  Score: Raw -697405.756771 + Penalty 2812.604810 = -694593.151961
  nChanged 1
		SP:Iteration 31Q (76005.070000 sec): 3 clusters
  Score: Raw -697405.820320 + Penalty 2812.604810 = -694593.215510
  nChanged 1
		SP:Iteration 32Q (76005.270000 sec): 3 clusters
  Score: Raw -697405.876023 + Penalty 2812.604810 = -694593.271213
  nChanged 1
		SP:Iteration 33Q (76005.490000 sec): 3 clusters
  Score: Raw -697406.004811 + Penalty 2812.604810 = -694593.400000
  nChanged 0
		SP:Iteration 34F (76005.690000 sec): 3 clusters
  Score: Raw -697406.004811 + Penalty 2812.604810 = -694593.400000
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76005.760000 sec): 2 clusters
  Score: Raw -559417.340298 + Penalty 1389.634125 = -558027.706173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76005.970000 sec): 3 clusters
  Score: Raw -556737.815044 + Penalty 2779.268251 = -553958.546793
  nChanged 2147
		SP:Iteration 1F (76006.170000 sec): 3 clusters
  Score: Raw -558284.847227 + Penalty 2779.268251 = -555505.578976
  nChanged 510
		SP:Iteration 2F (76006.360000 sec): 3 clusters
  Score: Raw -558794.113681 + Penalty 2779.268251 = -556014.845430
  nChanged 404
		SP:Iteration 3F (76006.540000 sec): 3 clusters
  Score: Raw -559233.531444 + Penalty 2779.268251 = -556454.263194
  nChanged 382
		SP:Iteration 4F (76006.740000 sec): 3 clusters
  Score: Raw -559588.618078 + Penalty 2779.268251 = -556809.349827
  nChanged 303
		SP:Iteration 5F (76006.930000 sec): 3 clusters
  Score: Raw -559831.294859 + Penalty 2779.268251 = -557052.026608
  nChanged 215
		SP:Iteration 6Q (76007.170000 sec): 3 clusters
  Score: Raw -559973.822982 + Penalty 2779.268251 = -557194.554731
  nChanged 148
		SP:Iteration 7Q (76007.340000 sec): 3 clusters
  Score: Raw -560060.240487 + Penalty 2779.268251 = -557280.972236
  nChanged 103
		SP:Iteration 8Q (76007.530000 sec): 3 clusters
  Score: Raw -560106.208606 + Penalty 2779.268251 = -557326.940355
  nChanged 82
		SP:Iteration 9Q (76007.710000 sec): 3 clusters
  Score: Raw -560148.989181 + Penalty 2779.268251 = -557369.720930
  nChanged 78
		SP:Iteration 10Q (76007.900000 sec): 3 clusters
  Score: Raw -560194.525046 + Penalty 2779.268251 = -557415.256796
  nChanged 81
		SP:Iteration 11Q (76008.080000 sec): 3 clusters
  Score: Raw -560235.643250 + Penalty 2779.268251 = -557456.375000
  nChanged 76
		SP:Iteration 12Q (76008.260000 sec): 3 clusters
  Score: Raw -560269.423805 + Penalty 2779.268251 = -557490.155554
  nChanged 63
		SP:Iteration 13Q (76008.430000 sec): 3 clusters
  Score: Raw -560302.773090 + Penalty 2779.268251 = -557523.504840
  nChanged 70
		SP:Iteration 14Q (76008.600000 sec): 3 clusters
  Score: Raw -560335.429150 + Penalty 2779.268251 = -557556.160899
  nChanged 56
		SP:Iteration 15Q (76008.810000 sec): 3 clusters
  Score: Raw -560358.077570 + Penalty 2779.268251 = -557578.809319
  nChanged 53
		SP:Iteration 16Q (76008.970000 sec): 3 clusters
  Score: Raw -560379.236729 + Penalty 2779.268251 = -557599.968478
  nChanged 57
		SP:Iteration 17Q (76009.130000 sec): 3 clusters
  Score: Raw -560406.711108 + Penalty 2779.268251 = -557627.442857
  nChanged 50
		SP:Iteration 18Q (76009.290000 sec): 3 clusters
  Score: Raw -560426.628039 + Penalty 2779.268251 = -557647.359788
  nChanged 43
		SP:Iteration 19Q (76009.500000 sec): 3 clusters
  Score: Raw -560444.106843 + Penalty 2779.268251 = -557664.838592
  nChanged 47
		SP:Iteration 20F (76009.670000 sec): 3 clusters
  Score: Raw -560469.064869 + Penalty 2779.268251 = -557689.796618
  nChanged 49
		SP:Iteration 21Q (76009.900000 sec): 3 clusters
  Score: Raw -560494.815755 + Penalty 2779.268251 = -557715.547504
  nChanged 55
		SP:Iteration 22Q (76010.130000 sec): 3 clusters
  Score: Raw -560527.941865 + Penalty 2779.268251 = -557748.673614
  nChanged 54
		SP:Iteration 23Q (76010.340000 sec): 3 clusters
  Score: Raw -560559.933839 + Penalty 2779.268251 = -557780.665588
  nChanged 61
		SP:Iteration 24Q (76010.540000 sec): 3 clusters
  Score: Raw -560601.280622 + Penalty 2779.268251 = -557822.012372
  nChanged 66
		SP:Iteration 25Q (76010.730000 sec): 3 clusters
  Score: Raw -560643.097583 + Penalty 2779.268251 = -557863.829332
  nChanged 68
		SP:Iteration 26Q (76010.910000 sec): 3 clusters
  Score: Raw -560683.593832 + Penalty 2779.268251 = -557904.325582
  nChanged 66
		SP:Iteration 27Q (76011.140000 sec): 3 clusters
  Score: Raw -560726.366634 + Penalty 2779.268251 = -557947.098383
  nChanged 61
		SP:Iteration 28Q (76011.340000 sec): 3 clusters
  Score: Raw -560767.231947 + Penalty 2779.268251 = -557987.963696
  nChanged 53
		SP:Iteration 29Q (76011.550000 sec): 3 clusters
  Score: Raw -560792.102825 + Penalty 2779.268251 = -558012.834574
  nChanged 38
		SP:Iteration 30Q (76011.760000 sec): 3 clusters
  Score: Raw -560805.450656 + Penalty 2779.268251 = -558026.182406
  nChanged 28
		SP:Iteration 31Q (76011.950000 sec): 3 clusters
  Score: Raw -560817.899173 + Penalty 2779.268251 = -558038.630922
  nChanged 29
		SP:Iteration 32Q (76012.130000 sec): 3 clusters
  Score: Raw -560830.155595 + Penalty 2779.268251 = -558050.887345
  nChanged 24
		SP:Iteration 33Q (76012.300000 sec): 3 clusters
  Score: Raw -560838.614393 + Penalty 2779.268251 = -558059.346142
  nChanged 27
		SP:Iteration 34Q (76012.500000 sec): 3 clusters
  Score: Raw -560847.527359 + Penalty 2779.268251 = -558068.259108
  nChanged 16
		SP:Iteration 35Q (76012.690000 sec): 3 clusters
  Score: Raw -560853.630514 + Penalty 2779.268251 = -558074.362264
  nChanged 15
		SP:Iteration 36Q (76012.880000 sec): 3 clusters
  Score: Raw -560857.287107 + Penalty 2779.268251 = -558078.018856
  nChanged 8
		SP:Iteration 37Q (76013.040000 sec): 3 clusters
  Score: Raw -560860.103056 + Penalty 2779.268251 = -558080.834805
  nChanged 14
		SP:Iteration 38Q (76013.240000 sec): 3 clusters
  Score: Raw -560864.222491 + Penalty 2779.268251 = -558084.954240
  nChanged 12
		SP:Iteration 39Q (76013.420000 sec): 3 clusters
  Score: Raw -560867.412082 + Penalty 2779.268251 = -558088.143831
  nChanged 10
		SP:Iteration 40F (76013.610000 sec): 3 clusters
  Score: Raw -560869.579607 + Penalty 2779.268251 = -558090.311356
  nChanged 7
		SP:Iteration 41Q (76013.830000 sec): 3 clusters
  Score: Raw -560870.722172 + Penalty 2779.268251 = -558091.453921
  nChanged 4
		SP:Iteration 42Q (76014.030000 sec): 3 clusters
  Score: Raw -560871.403136 + Penalty 2779.268251 = -558092.134885
  nChanged 4
		SP:Iteration 43Q (76014.220000 sec): 3 clusters
  Score: Raw -560872.197274 + Penalty 2779.268251 = -558092.929023
  nChanged 2
		SP:Iteration 44Q (76014.390000 sec): 3 clusters
  Score: Raw -560872.539950 + Penalty 2779.268251 = -558093.271699
  nChanged 4
		SP:Iteration 45Q (76014.560000 sec): 3 clusters
  Score: Raw -560873.564685 + Penalty 2779.268251 = -558094.296434
  nChanged 6
		SP:Iteration 46Q (76014.760000 sec): 3 clusters
  Score: Raw -560874.600347 + Penalty 2779.268251 = -558095.332096
  nChanged 7
		SP:Iteration 47Q (76014.970000 sec): 3 clusters
  Score: Raw -560875.740031 + Penalty 2779.268251 = -558096.471780
  nChanged 2
		SP:Iteration 48Q (76015.140000 sec): 3 clusters
  Score: Raw -560876.187115 + Penalty 2779.268251 = -558096.918864
  nChanged 1
		SP:Iteration 49Q (76015.290000 sec): 3 clusters
  Score: Raw -560876.318064 + Penalty 2779.268251 = -558097.049813
  nChanged 0
		SP:Iteration 50F (76015.540000 sec): 3 clusters
  Score: Raw -560876.318064 + Penalty 2779.268251 = -558097.049813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76015.640000 sec): 2 clusters
  Score: Raw -82494.998395 + Penalty 1088.067324 = -81406.931071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76015.850000 sec): 3 clusters
  Score: Raw -82320.993848 + Penalty 2176.134648 = -80144.859200
  nChanged 245
		SP:Iteration 1F (76016.070000 sec): 3 clusters
  Score: Raw -82692.648143 + Penalty 2176.134648 = -80516.513495
  nChanged 89
		SP:Iteration 2F (76016.260000 sec): 3 clusters
  Score: Raw -82847.476719 + Penalty 2176.134648 = -80671.342071
  nChanged 54
		SP:Iteration 3F (76016.400000 sec): 3 clusters
  Score: Raw -82940.944959 + Penalty 2176.134648 = -80764.810311
  nChanged 25
		SP:Iteration 4Q (76016.620000 sec): 3 clusters
  Score: Raw -82990.063742 + Penalty 2176.134648 = -80813.929094
  nChanged 20
		SP:Iteration 5Q (76016.820000 sec): 3 clusters
  Score: Raw -83012.548969 + Penalty 2176.134648 = -80836.414321
  nChanged 7
		SP:Iteration 6Q (76017.020000 sec): 3 clusters
  Score: Raw -83022.162520 + Penalty 2176.134648 = -80846.027872
  nChanged 2
		SP:Iteration 7Q (76017.200000 sec): 3 clusters
  Score: Raw -83024.183746 + Penalty 2176.134648 = -80848.049098
  nChanged 0
		SP:Iteration 8F (76017.370000 sec): 3 clusters
  Score: Raw -83024.183746 + Penalty 2176.134648 = -80848.049098
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76017.440000 sec): 2 clusters
  Score: Raw -95576.021272 + Penalty 1092.622772 = -94483.398501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76017.640000 sec): 3 clusters
  Score: Raw -95346.044169 + Penalty 2185.245543 = -93160.798625
  nChanged 243
		SP:Iteration 1F (76017.810000 sec): 3 clusters
  Score: Raw -95612.450128 + Penalty 2185.245543 = -93427.204585
  nChanged 63
		SP:Iteration 2F (76017.960000 sec): 3 clusters
  Score: Raw -95711.150613 + Penalty 2185.245543 = -93525.905070
  nChanged 43
		SP:Iteration 3F (76018.160000 sec): 3 clusters
  Score: Raw -95800.724451 + Penalty 2185.245543 = -93615.478908
  nChanged 43
		SP:Iteration 4F (76018.330000 sec): 3 clusters
  Score: Raw -95928.905433 + Penalty 2185.245543 = -93743.659889
  nChanged 48
		SP:Iteration 5F (76018.530000 sec): 3 clusters
  Score: Raw -96072.696033 + Penalty 2185.245543 = -93887.450490
  nChanged 46
		SP:Iteration 6F (76018.690000 sec): 3 clusters
  Score: Raw -96203.935726 + Penalty 2185.245543 = -94018.690182
  nChanged 47
		SP:Iteration 7F (76018.880000 sec): 3 clusters
  Score: Raw -96417.045361 + Penalty 2185.245543 = -94231.799818
  nChanged 55
		SP:Iteration 8F (76019.060000 sec): 3 clusters
  Score: Raw -96720.049344 + Penalty 2185.245543 = -94534.803801
  nChanged 49
		SP:Iteration 9F (76019.310000 sec): 3 clusters
  Score: Raw -97651.693896 + Penalty 2185.245543 = -95466.448352
  nChanged 16
		SP:Iteration 10Q (76019.500000 sec): 3 clusters
  Score: Raw -98208.728682 + Penalty 2185.245543 = -96023.483139
  nChanged 5
		SP:Iteration 11Q (76019.630000 sec): 3 clusters
  Score: Raw -98662.432926 + Penalty 2185.245543 = -96477.187383
  nChanged 0
		SP:Iteration 12F (76019.820000 sec): 3 clusters
  Score: Raw -98662.432926 + Penalty 2185.245543 = -96477.187383
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (9928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76019.940000 sec): 2 clusters
  Score: Raw -1141924.479641 + Penalty 1495.506078 = -1140428.973563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76020.200000 sec): 3 clusters
  Score: Raw -1136298.736587 + Penalty 2991.012156 = -1133307.724430
  nChanged 4280
		SP:Iteration 1F (76020.410000 sec): 3 clusters
  Score: Raw -1138846.944728 + Penalty 2991.012156 = -1135855.932572
  nChanged 683
		SP:Iteration 2F (76020.650000 sec): 3 clusters
  Score: Raw -1139263.254187 + Penalty 2991.012156 = -1136272.242031
  nChanged 625
		SP:Iteration 3F (76020.830000 sec): 3 clusters
  Score: Raw -1139694.999195 + Penalty 2991.012156 = -1136703.987039
  nChanged 586
		SP:Iteration 4F (76021.020000 sec): 3 clusters
  Score: Raw -1140122.196050 + Penalty 2991.012156 = -1137131.183894
  nChanged 518
		SP:Iteration 5F (76021.250000 sec): 3 clusters
  Score: Raw -1140492.374882 + Penalty 2991.012156 = -1137501.362726
  nChanged 446
		SP:Iteration 6Q (76021.450000 sec): 3 clusters
  Score: Raw -1140808.787098 + Penalty 2991.012156 = -1137817.774942
  nChanged 394
		SP:Iteration 7Q (76021.660000 sec): 3 clusters
  Score: Raw -1141089.149815 + Penalty 2991.012156 = -1138098.137659
  nChanged 342
		SP:Iteration 8Q (76021.890000 sec): 3 clusters
  Score: Raw -1141313.889092 + Penalty 2991.012156 = -1138322.876936
  nChanged 293
		SP:Iteration 9Q (76022.110000 sec): 3 clusters
  Score: Raw -1141520.864102 + Penalty 2991.012156 = -1138529.851946
  nChanged 269
		SP:Iteration 10Q (76022.340000 sec): 3 clusters
  Score: Raw -1141719.982296 + Penalty 2991.012156 = -1138728.970140
  nChanged 224
		SP:Iteration 11Q (76022.590000 sec): 3 clusters
  Score: Raw -1141899.835129 + Penalty 2991.012156 = -1138908.822973
  nChanged 198
		SP:Iteration 12Q (76022.820000 sec): 3 clusters
  Score: Raw -1142057.548697 + Penalty 2991.012156 = -1139066.536541
  nChanged 168
		SP:Iteration 13Q (76023.010000 sec): 3 clusters
  Score: Raw -1142187.422410 + Penalty 2991.012156 = -1139196.410254
  nChanged 140
		SP:Iteration 14Q (76023.250000 sec): 3 clusters
  Score: Raw -1142269.718910 + Penalty 2991.012156 = -1139278.706754
  nChanged 110
		SP:Iteration 15Q (76023.490000 sec): 3 clusters
  Score: Raw -1142323.803393 + Penalty 2991.012156 = -1139332.791236
  nChanged 103
		SP:Iteration 16Q (76023.660000 sec): 3 clusters
  Score: Raw -1142373.887763 + Penalty 2991.012156 = -1139382.875606
  nChanged 99
		SP:Iteration 17Q (76023.900000 sec): 3 clusters
  Score: Raw -1142410.739805 + Penalty 2991.012156 = -1139419.727649
  nChanged 72
		SP:Iteration 18Q (76024.130000 sec): 3 clusters
  Score: Raw -1142435.547107 + Penalty 2991.012156 = -1139444.534951
  nChanged 67
		SP:Iteration 19Q (76024.370000 sec): 3 clusters
  Score: Raw -1142463.874643 + Penalty 2991.012156 = -1139472.862487
  nChanged 72
		SP:Iteration 20F (76024.560000 sec): 3 clusters
  Score: Raw -1142495.989420 + Penalty 2991.012156 = -1139504.977264
  nChanged 63
		SP:Iteration 21Q (76024.750000 sec): 3 clusters
  Score: Raw -1142518.590627 + Penalty 2991.012156 = -1139527.578471
  nChanged 63
		SP:Iteration 22Q (76024.990000 sec): 3 clusters
  Score: Raw -1142541.621478 + Penalty 2991.012156 = -1139550.609322
  nChanged 59
		SP:Iteration 23Q (76025.230000 sec): 3 clusters
  Score: Raw -1142562.311087 + Penalty 2991.012156 = -1139571.298931
  nChanged 52
		SP:Iteration 24Q (76025.460000 sec): 3 clusters
  Score: Raw -1142580.821108 + Penalty 2991.012156 = -1139589.808952
  nChanged 53
		SP:Iteration 25Q (76025.680000 sec): 3 clusters
  Score: Raw -1142600.301327 + Penalty 2991.012156 = -1139609.289171
  nChanged 45
		SP:Iteration 26Q (76025.890000 sec): 3 clusters
  Score: Raw -1142617.381284 + Penalty 2991.012156 = -1139626.369127
  nChanged 53
		SP:Iteration 27Q (76026.100000 sec): 3 clusters
  Score: Raw -1142637.160165 + Penalty 2991.012156 = -1139646.148009
  nChanged 54
		SP:Iteration 28Q (76026.290000 sec): 3 clusters
  Score: Raw -1142652.491331 + Penalty 2991.012156 = -1139661.479175
  nChanged 44
		SP:Iteration 29Q (76026.470000 sec): 3 clusters
  Score: Raw -1142661.473017 + Penalty 2991.012156 = -1139670.460861
  nChanged 37
		SP:Iteration 30Q (76026.660000 sec): 3 clusters
  Score: Raw -1142669.084738 + Penalty 2991.012156 = -1139678.072581
  nChanged 29
		SP:Iteration 31Q (76026.890000 sec): 3 clusters
  Score: Raw -1142673.912890 + Penalty 2991.012156 = -1139682.900734
  nChanged 15
		SP:Iteration 32Q (76027.150000 sec): 3 clusters
  Score: Raw -1142676.370015 + Penalty 2991.012156 = -1139685.357859
  nChanged 12
		SP:Iteration 33Q (76027.370000 sec): 3 clusters
  Score: Raw -1142678.346499 + Penalty 2991.012156 = -1139687.334343
  nChanged 11
		SP:Iteration 34Q (76027.590000 sec): 3 clusters
  Score: Raw -1142680.344487 + Penalty 2991.012156 = -1139689.332331
  nChanged 11
		SP:Iteration 35Q (76027.760000 sec): 3 clusters
  Score: Raw -1142682.431738 + Penalty 2991.012156 = -1139691.419582
  nChanged 10
		SP:Iteration 36Q (76027.980000 sec): 3 clusters
  Score: Raw -1142684.627059 + Penalty 2991.012156 = -1139693.614903
  nChanged 10
		SP:Iteration 37Q (76028.230000 sec): 3 clusters
  Score: Raw -1142686.492942 + Penalty 2991.012156 = -1139695.480786
  nChanged 11
		SP:Iteration 38Q (76028.450000 sec): 3 clusters
  Score: Raw -1142687.984730 + Penalty 2991.012156 = -1139696.972574
  nChanged 11
		SP:Iteration 39Q (76028.740000 sec): 3 clusters
  Score: Raw -1142689.438035 + Penalty 2991.012156 = -1139698.425879
  nChanged 3
		SP:Iteration 40F (76028.970000 sec): 3 clusters
  Score: Raw -1142689.823680 + Penalty 2991.012156 = -1139698.811523
  nChanged 2
		SP:Iteration 41Q (76029.210000 sec): 3 clusters
  Score: Raw -1142690.063196 + Penalty 2991.012156 = -1139699.051039
  nChanged 3
		SP:Iteration 42Q (76029.420000 sec): 3 clusters
  Score: Raw -1142690.438748 + Penalty 2991.012156 = -1139699.426592
  nChanged 3
		SP:Iteration 43Q (76029.620000 sec): 3 clusters
  Score: Raw -1142690.902584 + Penalty 2991.012156 = -1139699.890428
  nChanged 1
		SP:Iteration 44Q (76029.820000 sec): 3 clusters
  Score: Raw -1142690.943173 + Penalty 2991.012156 = -1139699.931017
  nChanged 1
		SP:Iteration 45Q (76030.070000 sec): 3 clusters
  Score: Raw -1142690.990869 + Penalty 2991.012156 = -1139699.978712
  nChanged 0
		SP:Iteration 46F (76030.330000 sec): 3 clusters
  Score: Raw -1142690.990869 + Penalty 2991.012156 = -1139699.978712
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76030.440000 sec): 2 clusters
  Score: Raw -1150214.570724 + Penalty 1488.122629 = -1148726.448095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76030.680000 sec): 3 clusters
  Score: Raw -1144876.459903 + Penalty 2976.245259 = -1141900.214644
  nChanged 4032
		SP:Iteration 1F (76030.950000 sec): 3 clusters
  Score: Raw -1147115.421282 + Penalty 2976.245259 = -1144139.176024
  nChanged 667
		SP:Iteration 2F (76031.180000 sec): 3 clusters
  Score: Raw -1147521.276269 + Penalty 2976.245259 = -1144545.031010
  nChanged 609
		SP:Iteration 3F (76031.380000 sec): 3 clusters
  Score: Raw -1147894.186046 + Penalty 2976.245259 = -1144917.940787
  nChanged 583
		SP:Iteration 4F (76031.620000 sec): 3 clusters
  Score: Raw -1148267.461571 + Penalty 2976.245259 = -1145291.216313
  nChanged 567
		SP:Iteration 5F (76031.830000 sec): 3 clusters
  Score: Raw -1148629.219627 + Penalty 2976.245259 = -1145652.974368
  nChanged 532
		SP:Iteration 6F (76031.980000 sec): 3 clusters
  Score: Raw -1148992.037843 + Penalty 2976.245259 = -1146015.792584
  nChanged 493
		SP:Iteration 7F (76032.230000 sec): 3 clusters
  Score: Raw -1149366.465414 + Penalty 2976.245259 = -1146390.220156
  nChanged 462
		SP:Iteration 8Q (76032.440000 sec): 3 clusters
  Score: Raw -1149760.918520 + Penalty 2976.245259 = -1146784.673261
  nChanged 412
		SP:Iteration 9Q (76032.650000 sec): 3 clusters
  Score: Raw -1150092.355881 + Penalty 2976.245259 = -1147116.110622
  nChanged 364
		SP:Iteration 10Q (76032.900000 sec): 3 clusters
  Score: Raw -1150386.923284 + Penalty 2976.245259 = -1147410.678025
  nChanged 296
		SP:Iteration 11Q (76033.080000 sec): 3 clusters
  Score: Raw -1150602.676540 + Penalty 2976.245259 = -1147626.431281
  nChanged 218
		SP:Iteration 12Q (76033.270000 sec): 3 clusters
  Score: Raw -1150729.454472 + Penalty 2976.245259 = -1147753.209213
  nChanged 153
		SP:Iteration 13Q (76033.500000 sec): 3 clusters
  Score: Raw -1150808.130884 + Penalty 2976.245259 = -1147831.885626
  nChanged 119
		SP:Iteration 14Q (76033.710000 sec): 3 clusters
  Score: Raw -1150859.028042 + Penalty 2976.245259 = -1147882.782783
  nChanged 86
		SP:Iteration 15Q (76033.920000 sec): 3 clusters
  Score: Raw -1150881.925777 + Penalty 2976.245259 = -1147905.680519
  nChanged 50
		SP:Iteration 16Q (76034.130000 sec): 3 clusters
  Score: Raw -1150892.185071 + Penalty 2976.245259 = -1147915.939812
  nChanged 34
		SP:Iteration 17Q (76034.340000 sec): 3 clusters
  Score: Raw -1150898.994848 + Penalty 2976.245259 = -1147922.749589
  nChanged 28
		SP:Iteration 18Q (76034.550000 sec): 3 clusters
  Score: Raw -1150904.230931 + Penalty 2976.245259 = -1147927.985673
  nChanged 26
		SP:Iteration 19Q (76034.780000 sec): 3 clusters
  Score: Raw -1150908.057370 + Penalty 2976.245259 = -1147931.812111
  nChanged 21
		SP:Iteration 20F (76034.990000 sec): 3 clusters
  Score: Raw -1150911.544342 + Penalty 2976.245259 = -1147935.299083
  nChanged 14
		SP:Iteration 21Q (76035.160000 sec): 3 clusters
  Score: Raw -1150913.937282 + Penalty 2976.245259 = -1147937.692024
  nChanged 12
		SP:Iteration 22Q (76035.370000 sec): 3 clusters
  Score: Raw -1150915.901265 + Penalty 2976.245259 = -1147939.656006
  nChanged 13
		SP:Iteration 23Q (76035.560000 sec): 3 clusters
  Score: Raw -1150917.435268 + Penalty 2976.245259 = -1147941.190009
  nChanged 7
		SP:Iteration 24Q (76035.740000 sec): 3 clusters
  Score: Raw -1150918.477010 + Penalty 2976.245259 = -1147942.231751
  nChanged 8
		SP:Iteration 25Q (76035.940000 sec): 3 clusters
  Score: Raw -1150919.474309 + Penalty 2976.245259 = -1147943.229050
  nChanged 7
		SP:Iteration 26Q (76036.160000 sec): 3 clusters
  Score: Raw -1150920.551128 + Penalty 2976.245259 = -1147944.305869
  nChanged 7
		SP:Iteration 27Q (76036.420000 sec): 3 clusters
  Score: Raw -1150921.195879 + Penalty 2976.245259 = -1147944.950621
  nChanged 2
		SP:Iteration 28Q (76036.640000 sec): 3 clusters
  Score: Raw -1150921.445228 + Penalty 2976.245259 = -1147945.199969
  nChanged 0
		SP:Iteration 29F (76036.870000 sec): 3 clusters
  Score: Raw -1150921.445228 + Penalty 2976.245259 = -1147945.199969
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76036.960000 sec): 2 clusters
  Score: Raw -901792.269593 + Penalty 1450.753228 = -900341.516364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76037.160000 sec): 3 clusters
  Score: Raw -897631.342057 + Penalty 2901.506456 = -894729.835601
  nChanged 3206
		SP:Iteration 1F (76037.380000 sec): 3 clusters
  Score: Raw -899427.852158 + Penalty 2901.506456 = -896526.345702
  nChanged 561
		SP:Iteration 2F (76037.600000 sec): 3 clusters
  Score: Raw -899774.028663 + Penalty 2901.506456 = -896872.522207
  nChanged 497
		SP:Iteration 3F (76037.790000 sec): 3 clusters
  Score: Raw -900103.437640 + Penalty 2901.506456 = -897201.931183
  nChanged 480
		SP:Iteration 4F (76037.990000 sec): 3 clusters
  Score: Raw -900443.013526 + Penalty 2901.506456 = -897541.507069
  nChanged 476
		SP:Iteration 5F (76038.240000 sec): 3 clusters
  Score: Raw -900797.537143 + Penalty 2901.506456 = -897896.030686
  nChanged 426
		SP:Iteration 6F (76038.440000 sec): 3 clusters
  Score: Raw -901086.152388 + Penalty 2901.506456 = -898184.645932
  nChanged 358
		SP:Iteration 7Q (76038.650000 sec): 3 clusters
  Score: Raw -901287.385431 + Penalty 2901.506456 = -898385.878975
  nChanged 287
		SP:Iteration 8Q (76038.880000 sec): 3 clusters
  Score: Raw -901435.710752 + Penalty 2901.506456 = -898534.204296
  nChanged 244
		SP:Iteration 9Q (76039.040000 sec): 3 clusters
  Score: Raw -901553.563857 + Penalty 2901.506456 = -898652.057401
  nChanged 206
		SP:Iteration 10Q (76039.240000 sec): 3 clusters
  Score: Raw -901659.154201 + Penalty 2901.506456 = -898757.647745
  nChanged 171
		SP:Iteration 11Q (76039.400000 sec): 3 clusters
  Score: Raw -901732.615140 + Penalty 2901.506456 = -898831.108684
  nChanged 155
		SP:Iteration 12Q (76039.620000 sec): 3 clusters
  Score: Raw -901805.431547 + Penalty 2901.506456 = -898903.925091
  nChanged 153
		SP:Iteration 13Q (76039.870000 sec): 3 clusters
  Score: Raw -901879.317877 + Penalty 2901.506456 = -898977.811420
  nChanged 172
		SP:Iteration 14Q (76040.080000 sec): 3 clusters
  Score: Raw -901961.376233 + Penalty 2901.506456 = -899059.869777
  nChanged 183
		SP:Iteration 15Q (76040.270000 sec): 3 clusters
  Score: Raw -902066.265940 + Penalty 2901.506456 = -899164.759484
  nChanged 214
		SP:Iteration 16Q (76040.500000 sec): 3 clusters
  Score: Raw -902186.441619 + Penalty 2901.506456 = -899284.935163
  nChanged 193
		SP:Iteration 17Q (76040.760000 sec): 3 clusters
  Score: Raw -902286.637682 + Penalty 2901.506456 = -899385.131225
  nChanged 165
		SP:Iteration 18Q (76040.930000 sec): 3 clusters
  Score: Raw -902366.734073 + Penalty 2901.506456 = -899465.227617
  nChanged 150
		SP:Iteration 19Q (76041.160000 sec): 3 clusters
  Score: Raw -902438.178437 + Penalty 2901.506456 = -899536.671981
  nChanged 135
		SP:Iteration 20F (76041.410000 sec): 3 clusters
  Score: Raw -902502.929678 + Penalty 2901.506456 = -899601.423221
  nChanged 110
		SP:Iteration 21Q (76041.620000 sec): 3 clusters
  Score: Raw -902549.905438 + Penalty 2901.506456 = -899648.398981
  nChanged 90
		SP:Iteration 22Q (76041.800000 sec): 3 clusters
  Score: Raw -902584.018287 + Penalty 2901.506456 = -899682.511830
  nChanged 76
		SP:Iteration 23Q (76041.980000 sec): 3 clusters
  Score: Raw -902608.424493 + Penalty 2901.506456 = -899706.918037
  nChanged 65
		SP:Iteration 24Q (76042.260000 sec): 3 clusters
  Score: Raw -902628.746632 + Penalty 2901.506456 = -899727.240175
  nChanged 61
		SP:Iteration 25Q (76042.430000 sec): 3 clusters
  Score: Raw -902649.000981 + Penalty 2901.506456 = -899747.494524
  nChanged 50
		SP:Iteration 26Q (76042.610000 sec): 3 clusters
  Score: Raw -902665.979038 + Penalty 2901.506456 = -899764.472581
  nChanged 48
		SP:Iteration 27Q (76042.830000 sec): 3 clusters
  Score: Raw -902678.902635 + Penalty 2901.506456 = -899777.396178
  nChanged 32
		SP:Iteration 28Q (76043.060000 sec): 3 clusters
  Score: Raw -902690.688447 + Penalty 2901.506456 = -899789.181991
  nChanged 36
		SP:Iteration 29Q (76043.300000 sec): 3 clusters
  Score: Raw -902702.373170 + Penalty 2901.506456 = -899800.866713
  nChanged 33
		SP:Iteration 30Q (76043.480000 sec): 3 clusters
  Score: Raw -902713.664595 + Penalty 2901.506456 = -899812.158139
  nChanged 32
		SP:Iteration 31Q (76043.720000 sec): 3 clusters
  Score: Raw -902722.898930 + Penalty 2901.506456 = -899821.392473
  nChanged 32
		SP:Iteration 32Q (76043.980000 sec): 3 clusters
  Score: Raw -902730.687067 + Penalty 2901.506456 = -899829.180610
  nChanged 20
		SP:Iteration 33Q (76044.160000 sec): 3 clusters
  Score: Raw -902735.738901 + Penalty 2901.506456 = -899834.232444
  nChanged 11
		SP:Iteration 34Q (76044.370000 sec): 3 clusters
  Score: Raw -902738.303162 + Penalty 2901.506456 = -899836.796706
  nChanged 8
		SP:Iteration 35Q (76044.620000 sec): 3 clusters
  Score: Raw -902740.378126 + Penalty 2901.506456 = -899838.871670
  nChanged 11
		SP:Iteration 36Q (76044.830000 sec): 3 clusters
  Score: Raw -902743.600946 + Penalty 2901.506456 = -899842.094490
  nChanged 10
		SP:Iteration 37Q (76045.020000 sec): 3 clusters
  Score: Raw -902746.271092 + Penalty 2901.506456 = -899844.764635
  nChanged 9
		SP:Iteration 38Q (76045.230000 sec): 3 clusters
  Score: Raw -902748.960170 + Penalty 2901.506456 = -899847.453713
  nChanged 7
		SP:Iteration 39Q (76045.440000 sec): 3 clusters
  Score: Raw -902750.450631 + Penalty 2901.506456 = -899848.944174
  nChanged 3
		SP:Iteration 40F (76045.700000 sec): 3 clusters
  Score: Raw -902750.878159 + Penalty 2901.506456 = -899849.371703
  nChanged 3
		SP:Iteration 41Q (76045.900000 sec): 3 clusters
  Score: Raw -902751.427856 + Penalty 2901.506456 = -899849.921399
  nChanged 1
		SP:Iteration 42Q (76046.090000 sec): 3 clusters
  Score: Raw -902751.539685 + Penalty 2901.506456 = -899850.033229
  nChanged 0
		SP:Iteration 43F (76046.330000 sec): 3 clusters
  Score: Raw -902751.539685 + Penalty 2901.506456 = -899850.033229
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76046.400000 sec): 2 clusters
  Score: Raw -25006.450111 + Penalty 894.616375 = -24111.833736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76046.610000 sec): 3 clusters
  Score: Raw -25146.066761 + Penalty 1789.232749 = -23356.834012
  nChanged 49
		SP:Iteration 1F (76046.790000 sec): 3 clusters
  Score: Raw -25293.191253 + Penalty 1789.232749 = -23503.958504
  nChanged 12
		SP:Iteration 2Q (76047.000000 sec): 3 clusters
  Score: Raw -25334.628444 + Penalty 1789.232749 = -23545.395695
  nChanged 11
		SP:Iteration 3Q (76047.150000 sec): 3 clusters
  Score: Raw -25369.466695 + Penalty 1789.232749 = -23580.233946
  nChanged 5
		SP:Iteration 4Q (76047.330000 sec): 3 clusters
  Score: Raw -25393.194913 + Penalty 1789.232749 = -23603.962164
  nChanged 5
		SP:Iteration 5Q (76047.520000 sec): 3 clusters
  Score: Raw -25473.342351 + Penalty 1789.232749 = -23684.109602
  nChanged 5
		SP:Iteration 6Q (76047.700000 sec): 3 clusters
  Score: Raw -25488.875750 + Penalty 1789.232749 = -23699.643001
  nChanged 4
		SP:Iteration 7Q (76047.880000 sec): 3 clusters
  Score: Raw -25504.708519 + Penalty 1789.232749 = -23715.475769
  nChanged 1
		SP:Iteration 8Q (76048.020000 sec): 3 clusters
  Score: Raw -25506.595908 + Penalty 1789.232749 = -23717.363158
  nChanged 0
		SP:Iteration 9F (76048.210000 sec): 3 clusters
  Score: Raw -25506.595908 + Penalty 1789.232749 = -23717.363158
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76048.480000 sec): 2 clusters
  Score: Raw -3047276.527756 + Penalty 1659.360638 = -3045617.167118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76048.780000 sec): 3 clusters
  Score: Raw -3030617.229674 + Penalty 3318.721276 = -3027298.508398
  nChanged 12455
		SP:Iteration 1F (76049.120000 sec): 3 clusters
  Score: Raw -3037898.549535 + Penalty 3318.721276 = -3034579.828260
  nChanged 1692
		SP:Iteration 2F (76049.490000 sec): 3 clusters
  Score: Raw -3038750.544676 + Penalty 3318.721276 = -3035431.823400
  nChanged 1815
		SP:Iteration 3F (76049.820000 sec): 3 clusters
  Score: Raw -3039802.871668 + Penalty 3318.721276 = -3036484.150392
  nChanged 1862
		SP:Iteration 4F (76050.100000 sec): 3 clusters
  Score: Raw -3041024.816316 + Penalty 3318.721276 = -3037706.095040
  nChanged 1750
		SP:Iteration 5F (76050.430000 sec): 3 clusters
  Score: Raw -3042232.581686 + Penalty 3318.721276 = -3038913.860410
  nChanged 1600
		SP:Iteration 6F (76050.790000 sec): 3 clusters
  Score: Raw -3043331.597535 + Penalty 3318.721276 = -3040012.876259
  nChanged 1426
		SP:Iteration 7F (76051.120000 sec): 3 clusters
  Score: Raw -3044292.025082 + Penalty 3318.721276 = -3040973.303806
  nChanged 1211
		SP:Iteration 8Q (76051.440000 sec): 3 clusters
  Score: Raw -3045135.145135 + Penalty 3318.721276 = -3041816.423859
  nChanged 1007
		SP:Iteration 9Q (76051.720000 sec): 3 clusters
  Score: Raw -3045801.606906 + Penalty 3318.721276 = -3042482.885630
  nChanged 804
		SP:Iteration 10Q (76052.070000 sec): 3 clusters
  Score: Raw -3046310.389173 + Penalty 3318.721276 = -3042991.667897
  nChanged 641
		SP:Iteration 11Q (76052.360000 sec): 3 clusters
  Score: Raw -3046686.259394 + Penalty 3318.721276 = -3043367.538118
  nChanged 537
		SP:Iteration 12Q (76052.730000 sec): 3 clusters
  Score: Raw -3047012.717939 + Penalty 3318.721276 = -3043693.996663
  nChanged 444
		SP:Iteration 13Q (76053.060000 sec): 3 clusters
  Score: Raw -3047262.213150 + Penalty 3318.721276 = -3043943.491874
  nChanged 382
		SP:Iteration 14Q (76053.340000 sec): 3 clusters
  Score: Raw -3047479.280546 + Penalty 3318.721276 = -3044160.559270
  nChanged 320
		SP:Iteration 15Q (76053.670000 sec): 3 clusters
  Score: Raw -3047661.605525 + Penalty 3318.721276 = -3044342.884249
  nChanged 234
		SP:Iteration 16Q (76054.020000 sec): 3 clusters
  Score: Raw -3047780.884733 + Penalty 3318.721276 = -3044462.163457
  nChanged 179
		SP:Iteration 17Q (76054.290000 sec): 3 clusters
  Score: Raw -3047880.705306 + Penalty 3318.721276 = -3044561.984030
  nChanged 152
		SP:Iteration 18Q (76054.570000 sec): 3 clusters
  Score: Raw -3047957.507424 + Penalty 3318.721276 = -3044638.786148
  nChanged 92
		SP:Iteration 19Q (76054.930000 sec): 3 clusters
  Score: Raw -3048006.015436 + Penalty 3318.721276 = -3044687.294161
  nChanged 89
		SP:Iteration 20F (76055.270000 sec): 3 clusters
  Score: Raw -3048045.924807 + Penalty 3318.721276 = -3044727.203531
  nChanged 65
		SP:Iteration 21Q (76055.540000 sec): 3 clusters
  Score: Raw -3048075.255873 + Penalty 3318.721276 = -3044756.534597
  nChanged 52
		SP:Iteration 22Q (76055.890000 sec): 3 clusters
  Score: Raw -3048099.600736 + Penalty 3318.721276 = -3044780.879460
  nChanged 58
		SP:Iteration 23Q (76056.170000 sec): 3 clusters
  Score: Raw -3048123.445901 + Penalty 3318.721276 = -3044804.724625
  nChanged 44
		SP:Iteration 24Q (76056.430000 sec): 3 clusters
  Score: Raw -3048139.277663 + Penalty 3318.721276 = -3044820.556387
  nChanged 36
		SP:Iteration 25Q (76056.680000 sec): 3 clusters
  Score: Raw -3048152.510206 + Penalty 3318.721276 = -3044833.788930
  nChanged 29
		SP:Iteration 26Q (76056.990000 sec): 3 clusters
  Score: Raw -3048163.561694 + Penalty 3318.721276 = -3044844.840418
  nChanged 22
		SP:Iteration 27Q (76057.250000 sec): 3 clusters
  Score: Raw -3048172.760730 + Penalty 3318.721276 = -3044854.039454
  nChanged 25
		SP:Iteration 28Q (76057.550000 sec): 3 clusters
  Score: Raw -3048183.947466 + Penalty 3318.721276 = -3044865.226190
  nChanged 20
		SP:Iteration 29Q (76057.800000 sec): 3 clusters
  Score: Raw -3048193.765638 + Penalty 3318.721276 = -3044875.044362
  nChanged 18
		SP:Iteration 30Q (76058.110000 sec): 3 clusters
  Score: Raw -3048199.325114 + Penalty 3318.721276 = -3044880.603838
  nChanged 6
		SP:Iteration 31Q (76058.410000 sec): 3 clusters
  Score: Raw -3048201.603562 + Penalty 3318.721276 = -3044882.882286
  nChanged 7
		SP:Iteration 32Q (76058.670000 sec): 3 clusters
  Score: Raw -3048203.505367 + Penalty 3318.721276 = -3044884.784091
  nChanged 7
		SP:Iteration 33Q (76058.990000 sec): 3 clusters
  Score: Raw -3048206.260497 + Penalty 3318.721276 = -3044887.539221
  nChanged 11
		SP:Iteration 34Q (76059.250000 sec): 3 clusters
  Score: Raw -3048210.537941 + Penalty 3318.721276 = -3044891.816666
  nChanged 9
		SP:Iteration 35Q (76059.560000 sec): 3 clusters
  Score: Raw -3048214.362623 + Penalty 3318.721276 = -3044895.641348
  nChanged 9
		SP:Iteration 36Q (76059.810000 sec): 3 clusters
  Score: Raw -3048216.707991 + Penalty 3318.721276 = -3044897.986715
  nChanged 3
		SP:Iteration 37Q (76060.110000 sec): 3 clusters
  Score: Raw -3048217.980830 + Penalty 3318.721276 = -3044899.259555
  nChanged 5
		SP:Iteration 38Q (76060.430000 sec): 3 clusters
  Score: Raw -3048219.126974 + Penalty 3318.721276 = -3044900.405698
  nChanged 3
		SP:Iteration 39Q (76060.680000 sec): 3 clusters
  Score: Raw -3048219.744815 + Penalty 3318.721276 = -3044901.023539
  nChanged 1
		SP:Iteration 40F (76060.990000 sec): 3 clusters
  Score: Raw -3048219.893186 + Penalty 3318.721276 = -3044901.171910
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76061.070000 sec): 2 clusters
  Score: Raw -613802.400457 + Penalty 1386.495310 = -612415.905147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76061.290000 sec): 3 clusters
  Score: Raw -611181.839168 + Penalty 2772.990619 = -608408.848549
  nChanged 2044
		SP:Iteration 1F (76061.470000 sec): 3 clusters
  Score: Raw -612348.814072 + Penalty 2772.990619 = -609575.823453
  nChanged 347
		SP:Iteration 2F (76061.680000 sec): 3 clusters
  Score: Raw -612566.460475 + Penalty 2772.990619 = -609793.469855
  nChanged 306
		SP:Iteration 3F (76061.830000 sec): 3 clusters
  Score: Raw -612758.111136 + Penalty 2772.990619 = -609985.120517
  nChanged 254
		SP:Iteration 4F (76062.000000 sec): 3 clusters
  Score: Raw -612915.399087 + Penalty 2772.990619 = -610142.408467
  nChanged 258
		SP:Iteration 5F (76062.180000 sec): 3 clusters
  Score: Raw -613087.312534 + Penalty 2772.990619 = -610314.321914
  nChanged 237
		SP:Iteration 6Q (76062.370000 sec): 3 clusters
  Score: Raw -613266.792504 + Penalty 2772.990619 = -610493.801884
  nChanged 203
		SP:Iteration 7Q (76062.590000 sec): 3 clusters
  Score: Raw -613436.429635 + Penalty 2772.990619 = -610663.439015
  nChanged 191
		SP:Iteration 8Q (76062.760000 sec): 3 clusters
  Score: Raw -613593.726662 + Penalty 2772.990619 = -610820.736043
  nChanged 158
		SP:Iteration 9Q (76062.960000 sec): 3 clusters
  Score: Raw -613720.562176 + Penalty 2772.990619 = -610947.571556
  nChanged 125
		SP:Iteration 10Q (76063.160000 sec): 3 clusters
  Score: Raw -613827.082669 + Penalty 2772.990619 = -611054.092050
  nChanged 98
		SP:Iteration 11Q (76063.390000 sec): 3 clusters
  Score: Raw -613912.799595 + Penalty 2772.990619 = -611139.808976
  nChanged 87
		SP:Iteration 12Q (76063.580000 sec): 3 clusters
  Score: Raw -613987.855789 + Penalty 2772.990619 = -611214.865170
  nChanged 79
		SP:Iteration 13Q (76063.770000 sec): 3 clusters
  Score: Raw -614046.294032 + Penalty 2772.990619 = -611273.303413
  nChanged 53
		SP:Iteration 14Q (76063.990000 sec): 3 clusters
  Score: Raw -614076.224984 + Penalty 2772.990619 = -611303.234365
  nChanged 34
		SP:Iteration 15Q (76064.180000 sec): 3 clusters
  Score: Raw -614104.762544 + Penalty 2772.990619 = -611331.771925
  nChanged 42
		SP:Iteration 16Q (76064.410000 sec): 3 clusters
  Score: Raw -614136.757570 + Penalty 2772.990619 = -611363.766951
  nChanged 28
		SP:Iteration 17Q (76064.580000 sec): 3 clusters
  Score: Raw -614155.589785 + Penalty 2772.990619 = -611382.599166
  nChanged 24
		SP:Iteration 18Q (76064.800000 sec): 3 clusters
  Score: Raw -614168.020823 + Penalty 2772.990619 = -611395.030204
  nChanged 15
		SP:Iteration 19Q (76064.970000 sec): 3 clusters
  Score: Raw -614176.407712 + Penalty 2772.990619 = -611403.417093
  nChanged 12
		SP:Iteration 20F (76065.180000 sec): 3 clusters
  Score: Raw -614180.300476 + Penalty 2772.990619 = -611407.309857
  nChanged 3
		SP:Iteration 21Q (76065.360000 sec): 3 clusters
  Score: Raw -614181.143302 + Penalty 2772.990619 = -611408.152683
  nChanged 2
		SP:Iteration 22Q (76065.590000 sec): 3 clusters
  Score: Raw -614181.629937 + Penalty 2772.990619 = -611408.639318
  nChanged 2
		SP:Iteration 23Q (76065.770000 sec): 3 clusters
  Score: Raw -614182.196931 + Penalty 2772.990619 = -611409.206311
  nChanged 1
		SP:Iteration 24Q (76065.960000 sec): 3 clusters
  Score: Raw -614182.281351 + Penalty 2772.990619 = -611409.290732
  nChanged 0
		SP:Iteration 25F (76066.140000 sec): 3 clusters
  Score: Raw -614182.281351 + Penalty 2772.990619 = -611409.290732
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76066.240000 sec): 2 clusters
  Score: Raw -24113.930192 + Penalty 894.616375 = -23219.313817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76066.460000 sec): 3 clusters
  Score: Raw -24210.106414 + Penalty 1789.232749 = -22420.873665
  nChanged 42
		SP:Iteration 1F (76066.610000 sec): 3 clusters
  Score: Raw -24347.679515 + Penalty 1789.232749 = -22558.446766
  nChanged 22
		SP:Iteration 2F (76066.760000 sec): 3 clusters
  Score: Raw -24427.071900 + Penalty 1789.232749 = -22637.839151
  nChanged 10
		SP:Iteration 3Q (76066.910000 sec): 3 clusters
  Score: Raw -24461.102867 + Penalty 1789.232749 = -22671.870117
  nChanged 6
		SP:Iteration 4Q (76067.030000 sec): 3 clusters
  Score: Raw -24483.196659 + Penalty 1789.232749 = -22693.963910
  nChanged 4
		SP:Iteration 5Q (76067.200000 sec): 3 clusters
  Score: Raw -24513.856719 + Penalty 1789.232749 = -22724.623970
  nChanged 2
		SP:Iteration 6Q (76067.380000 sec): 3 clusters
  Score: Raw -24519.293232 + Penalty 1789.232749 = -22730.060483
  nChanged 0
		SP:Iteration 7F (76067.570000 sec): 3 clusters
  Score: Raw -24519.293232 + Penalty 1789.232749 = -22730.060483
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76067.730000 sec): 2 clusters
  Score: Raw -1736822.013438 + Penalty 1556.137815 = -1735265.875623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76067.980000 sec): 3 clusters
  Score: Raw -1728418.171760 + Penalty 3112.275629 = -1725305.896130
  nChanged 6446
		SP:Iteration 1F (76068.220000 sec): 3 clusters
  Score: Raw -1731978.676434 + Penalty 3112.275629 = -1728866.400805
  nChanged 1044
		SP:Iteration 2F (76068.440000 sec): 3 clusters
  Score: Raw -1732582.534767 + Penalty 3112.275629 = -1729470.259138
  nChanged 1082
		SP:Iteration 3F (76068.720000 sec): 3 clusters
  Score: Raw -1733322.049339 + Penalty 3112.275629 = -1730209.773709
  nChanged 1035
		SP:Iteration 4F (76068.960000 sec): 3 clusters
  Score: Raw -1734061.400101 + Penalty 3112.275629 = -1730949.124472
  nChanged 958
		SP:Iteration 5F (76069.220000 sec): 3 clusters
  Score: Raw -1734739.304007 + Penalty 3112.275629 = -1731627.028378
  nChanged 858
		SP:Iteration 6F (76069.470000 sec): 3 clusters
  Score: Raw -1735314.459183 + Penalty 3112.275629 = -1732202.183554
  nChanged 672
		SP:Iteration 7Q (76069.720000 sec): 3 clusters
  Score: Raw -1735728.405016 + Penalty 3112.275629 = -1732616.129387
  nChanged 548
		SP:Iteration 8Q (76070.020000 sec): 3 clusters
  Score: Raw -1736058.244341 + Penalty 3112.275629 = -1732945.968712
  nChanged 435
		SP:Iteration 9Q (76070.300000 sec): 3 clusters
  Score: Raw -1736319.572261 + Penalty 3112.275629 = -1733207.296632
  nChanged 325
		SP:Iteration 10Q (76070.530000 sec): 3 clusters
  Score: Raw -1736512.146656 + Penalty 3112.275629 = -1733399.871027
  nChanged 262
		SP:Iteration 11Q (76070.820000 sec): 3 clusters
  Score: Raw -1736645.514131 + Penalty 3112.275629 = -1733533.238502
  nChanged 199
		SP:Iteration 12Q (76071.100000 sec): 3 clusters
  Score: Raw -1736751.686840 + Penalty 3112.275629 = -1733639.411211
  nChanged 165
		SP:Iteration 13Q (76071.380000 sec): 3 clusters
  Score: Raw -1736831.581825 + Penalty 3112.275629 = -1733719.306196
  nChanged 127
		SP:Iteration 14Q (76071.580000 sec): 3 clusters
  Score: Raw -1736885.782320 + Penalty 3112.275629 = -1733773.506691
  nChanged 93
		SP:Iteration 15Q (76071.830000 sec): 3 clusters
  Score: Raw -1736929.380244 + Penalty 3112.275629 = -1733817.104615
  nChanged 84
		SP:Iteration 16Q (76072.030000 sec): 3 clusters
  Score: Raw -1736972.365431 + Penalty 3112.275629 = -1733860.089802
  nChanged 85
		SP:Iteration 17Q (76072.260000 sec): 3 clusters
  Score: Raw -1737023.594684 + Penalty 3112.275629 = -1733911.319055
  nChanged 75
		SP:Iteration 18Q (76072.550000 sec): 3 clusters
  Score: Raw -1737058.531731 + Penalty 3112.275629 = -1733946.256102
  nChanged 62
		SP:Iteration 19Q (76072.800000 sec): 3 clusters
  Score: Raw -1737080.178282 + Penalty 3112.275629 = -1733967.902652
  nChanged 43
		SP:Iteration 20F (76073.070000 sec): 3 clusters
  Score: Raw -1737092.776680 + Penalty 3112.275629 = -1733980.501051
  nChanged 36
		SP:Iteration 21Q (76073.270000 sec): 3 clusters
  Score: Raw -1737106.503817 + Penalty 3112.275629 = -1733994.228188
  nChanged 36
		SP:Iteration 22Q (76073.520000 sec): 3 clusters
  Score: Raw -1737118.062408 + Penalty 3112.275629 = -1734005.786779
  nChanged 28
		SP:Iteration 23Q (76073.770000 sec): 3 clusters
  Score: Raw -1737126.706340 + Penalty 3112.275629 = -1734014.430711
  nChanged 23
		SP:Iteration 24Q (76074.020000 sec): 3 clusters
  Score: Raw -1737134.912313 + Penalty 3112.275629 = -1734022.636683
  nChanged 27
		SP:Iteration 25Q (76074.300000 sec): 3 clusters
  Score: Raw -1737147.095993 + Penalty 3112.275629 = -1734034.820364
  nChanged 31
		SP:Iteration 26Q (76074.510000 sec): 3 clusters
  Score: Raw -1737157.004174 + Penalty 3112.275629 = -1734044.728545
  nChanged 25
		SP:Iteration 27Q (76074.770000 sec): 3 clusters
  Score: Raw -1737163.914795 + Penalty 3112.275629 = -1734051.639166
  nChanged 17
		SP:Iteration 28Q (76074.970000 sec): 3 clusters
  Score: Raw -1737169.103205 + Penalty 3112.275629 = -1734056.827576
  nChanged 11
		SP:Iteration 29Q (76075.240000 sec): 3 clusters
  Score: Raw -1737173.041329 + Penalty 3112.275629 = -1734060.765700
  nChanged 10
		SP:Iteration 30Q (76075.460000 sec): 3 clusters
  Score: Raw -1737175.946666 + Penalty 3112.275629 = -1734063.671036
  nChanged 12
		SP:Iteration 31Q (76075.670000 sec): 3 clusters
  Score: Raw -1737179.975650 + Penalty 3112.275629 = -1734067.700021
  nChanged 19
		SP:Iteration 32Q (76075.940000 sec): 3 clusters
  Score: Raw -1737188.385338 + Penalty 3112.275629 = -1734076.109709
  nChanged 16
		SP:Iteration 33Q (76076.130000 sec): 3 clusters
  Score: Raw -1737193.683366 + Penalty 3112.275629 = -1734081.407737
  nChanged 12
		SP:Iteration 34Q (76076.360000 sec): 3 clusters
  Score: Raw -1737197.859779 + Penalty 3112.275629 = -1734085.584150
  nChanged 13
		SP:Iteration 35Q (76076.640000 sec): 3 clusters
  Score: Raw -1737204.467059 + Penalty 3112.275629 = -1734092.191430
  nChanged 14
		SP:Iteration 36Q (76076.830000 sec): 3 clusters
  Score: Raw -1737209.354073 + Penalty 3112.275629 = -1734097.078444
  nChanged 4
		SP:Iteration 37Q (76077.100000 sec): 3 clusters
  Score: Raw -1737210.987486 + Penalty 3112.275629 = -1734098.711857
  nChanged 7
		SP:Iteration 38Q (76077.290000 sec): 3 clusters
  Score: Raw -1737214.228600 + Penalty 3112.275629 = -1734101.952971
  nChanged 6
		SP:Iteration 39Q (76077.560000 sec): 3 clusters
  Score: Raw -1737215.885639 + Penalty 3112.275629 = -1734103.610010
  nChanged 6
		SP:Iteration 40F (76077.800000 sec): 3 clusters
  Score: Raw -1737217.524638 + Penalty 3112.275629 = -1734105.249009
  nChanged 6
		SP:Iteration 41Q (76078.030000 sec): 3 clusters
  Score: Raw -1737219.280866 + Penalty 3112.275629 = -1734107.005237
  nChanged 5
		SP:Iteration 42Q (76078.240000 sec): 3 clusters
  Score: Raw -1737220.476394 + Penalty 3112.275629 = -1734108.200765
  nChanged 1
		SP:Iteration 43Q (76078.460000 sec): 3 clusters
  Score: Raw -1737221.186694 + Penalty 3112.275629 = -1734108.911065
  nChanged 3
		SP:Iteration 44Q (76078.720000 sec): 3 clusters
  Score: Raw -1737222.033387 + Penalty 3112.275629 = -1734109.757758
  nChanged 0
		SP:Iteration 45F (76079.000000 sec): 3 clusters
  Score: Raw -1737222.033387 + Penalty 3112.275629 = -1734109.757758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (7102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76079.120000 sec): 2 clusters
  Score: Raw -830845.062791 + Penalty 1441.071403 = -829403.991387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76079.320000 sec): 3 clusters
  Score: Raw -827025.414605 + Penalty 2882.142807 = -824143.271799
  nChanged 2913
		SP:Iteration 1F (76079.540000 sec): 3 clusters
  Score: Raw -828569.715039 + Penalty 2882.142807 = -825687.572232
  nChanged 437
		SP:Iteration 2F (76079.730000 sec): 3 clusters
  Score: Raw -828765.580863 + Penalty 2882.142807 = -825883.438056
  nChanged 362
		SP:Iteration 3F (76079.980000 sec): 3 clusters
  Score: Raw -828945.601179 + Penalty 2882.142807 = -826063.458372
  nChanged 311
		SP:Iteration 4Q (76080.170000 sec): 3 clusters
  Score: Raw -829100.336128 + Penalty 2882.142807 = -826218.193321
  nChanged 272
		SP:Iteration 5Q (76080.410000 sec): 3 clusters
  Score: Raw -829258.330905 + Penalty 2882.142807 = -826376.188098
  nChanged 287
		SP:Iteration 6Q (76080.570000 sec): 3 clusters
  Score: Raw -829468.492165 + Penalty 2882.142807 = -826586.349358
  nChanged 322
		SP:Iteration 7Q (76080.800000 sec): 3 clusters
  Score: Raw -829727.651821 + Penalty 2882.142807 = -826845.509014
  nChanged 353
		SP:Iteration 8Q (76081.000000 sec): 3 clusters
  Score: Raw -829974.152117 + Penalty 2882.142807 = -827092.009310
  nChanged 332
		SP:Iteration 9Q (76081.210000 sec): 3 clusters
  Score: Raw -830187.002169 + Penalty 2882.142807 = -827304.859362
  nChanged 310
		SP:Iteration 10Q (76081.400000 sec): 3 clusters
  Score: Raw -830380.303539 + Penalty 2882.142807 = -827498.160732
  nChanged 290
		SP:Iteration 11Q (76081.560000 sec): 3 clusters
  Score: Raw -830544.319555 + Penalty 2882.142807 = -827662.176748
  nChanged 233
		SP:Iteration 12Q (76081.790000 sec): 3 clusters
  Score: Raw -830661.937432 + Penalty 2882.142807 = -827779.794625
  nChanged 184
		SP:Iteration 13Q (76081.970000 sec): 3 clusters
  Score: Raw -830760.971387 + Penalty 2882.142807 = -827878.828580
  nChanged 173
		SP:Iteration 14Q (76082.160000 sec): 3 clusters
  Score: Raw -830855.745624 + Penalty 2882.142807 = -827973.602817
  nChanged 148
		SP:Iteration 15Q (76082.360000 sec): 3 clusters
  Score: Raw -830938.317501 + Penalty 2882.142807 = -828056.174694
  nChanged 135
		SP:Iteration 16Q (76082.560000 sec): 3 clusters
  Score: Raw -831010.895142 + Penalty 2882.142807 = -828128.752335
  nChanged 110
		SP:Iteration 17Q (76082.770000 sec): 3 clusters
  Score: Raw -831068.883197 + Penalty 2882.142807 = -828186.740390
  nChanged 82
		SP:Iteration 18Q (76082.940000 sec): 3 clusters
  Score: Raw -831107.383398 + Penalty 2882.142807 = -828225.240591
  nChanged 56
		SP:Iteration 19Q (76083.170000 sec): 3 clusters
  Score: Raw -831132.838375 + Penalty 2882.142807 = -828250.695568
  nChanged 58
		SP:Iteration 20F (76083.360000 sec): 3 clusters
  Score: Raw -831156.959199 + Penalty 2882.142807 = -828274.816393
  nChanged 49
		SP:Iteration 21Q (76083.600000 sec): 3 clusters
  Score: Raw -831173.077818 + Penalty 2882.142807 = -828290.935011
  nChanged 40
		SP:Iteration 22Q (76083.780000 sec): 3 clusters
  Score: Raw -831188.329758 + Penalty 2882.142807 = -828306.186951
  nChanged 47
		SP:Iteration 23Q (76084.040000 sec): 3 clusters
  Score: Raw -831201.953199 + Penalty 2882.142807 = -828319.810392
  nChanged 33
		SP:Iteration 24Q (76084.210000 sec): 3 clusters
  Score: Raw -831211.168181 + Penalty 2882.142807 = -828329.025374
  nChanged 24
		SP:Iteration 25Q (76084.410000 sec): 3 clusters
  Score: Raw -831216.113355 + Penalty 2882.142807 = -828333.970548
  nChanged 13
		SP:Iteration 26Q (76084.590000 sec): 3 clusters
  Score: Raw -831219.078302 + Penalty 2882.142807 = -828336.935495
  nChanged 15
		SP:Iteration 27Q (76084.800000 sec): 3 clusters
  Score: Raw -831221.770499 + Penalty 2882.142807 = -828339.627692
  nChanged 9
		SP:Iteration 28Q (76085.020000 sec): 3 clusters
  Score: Raw -831224.447360 + Penalty 2882.142807 = -828342.304553
  nChanged 21
		SP:Iteration 29Q (76085.200000 sec): 3 clusters
  Score: Raw -831229.631549 + Penalty 2882.142807 = -828347.488742
  nChanged 19
		SP:Iteration 30Q (76085.390000 sec): 3 clusters
  Score: Raw -831233.616830 + Penalty 2882.142807 = -828351.474023
  nChanged 11
		SP:Iteration 31Q (76085.570000 sec): 3 clusters
  Score: Raw -831236.035836 + Penalty 2882.142807 = -828353.893029
  nChanged 17
		SP:Iteration 32Q (76085.810000 sec): 3 clusters
  Score: Raw -831240.725516 + Penalty 2882.142807 = -828358.582709
  nChanged 19
		SP:Iteration 33Q (76086.020000 sec): 3 clusters
  Score: Raw -831244.689920 + Penalty 2882.142807 = -828362.547113
  nChanged 11
		SP:Iteration 34Q (76086.180000 sec): 3 clusters
  Score: Raw -831246.732093 + Penalty 2882.142807 = -828364.589286
  nChanged 12
		SP:Iteration 35Q (76086.410000 sec): 3 clusters
  Score: Raw -831249.270149 + Penalty 2882.142807 = -828367.127343
  nChanged 11
		SP:Iteration 36Q (76086.600000 sec): 3 clusters
  Score: Raw -831252.062987 + Penalty 2882.142807 = -828369.920180
  nChanged 16
		SP:Iteration 37Q (76086.790000 sec): 3 clusters
  Score: Raw -831256.507421 + Penalty 2882.142807 = -828374.364614
  nChanged 18
		SP:Iteration 38Q (76087.010000 sec): 3 clusters
  Score: Raw -831260.996663 + Penalty 2882.142807 = -828378.853856
  nChanged 19
		SP:Iteration 39Q (76087.160000 sec): 3 clusters
  Score: Raw -831265.243403 + Penalty 2882.142807 = -828383.100596
  nChanged 18
		SP:Iteration 40F (76087.370000 sec): 3 clusters
  Score: Raw -831268.668914 + Penalty 2882.142807 = -828386.526107
  nChanged 17
		SP:Iteration 41Q (76087.580000 sec): 3 clusters
  Score: Raw -831272.042158 + Penalty 2882.142807 = -828389.899351
  nChanged 8
		SP:Iteration 42Q (76087.790000 sec): 3 clusters
  Score: Raw -831273.548592 + Penalty 2882.142807 = -828391.405785
  nChanged 12
		SP:Iteration 43Q (76088.000000 sec): 3 clusters
  Score: Raw -831276.371854 + Penalty 2882.142807 = -828394.229047
  nChanged 14
		SP:Iteration 44Q (76088.230000 sec): 3 clusters
  Score: Raw -831279.340267 + Penalty 2882.142807 = -828397.197460
  nChanged 12
		SP:Iteration 45Q (76088.420000 sec): 3 clusters
  Score: Raw -831281.443865 + Penalty 2882.142807 = -828399.301059
  nChanged 10
		SP:Iteration 46Q (76088.600000 sec): 3 clusters
  Score: Raw -831283.805789 + Penalty 2882.142807 = -828401.662982
  nChanged 9
		SP:Iteration 47Q (76088.820000 sec): 3 clusters
  Score: Raw -831285.389478 + Penalty 2882.142807 = -828403.246671
  nChanged 8
		SP:Iteration 48Q (76089.020000 sec): 3 clusters
  Score: Raw -831286.897252 + Penalty 2882.142807 = -828404.754445
  nChanged 7
		SP:Iteration 49Q (76089.200000 sec): 3 clusters
  Score: Raw -831288.013881 + Penalty 2882.142807 = -828405.871074
  nChanged 9
		SP:Iteration 50Q (76089.400000 sec): 3 clusters
  Score: Raw -831289.954733 + Penalty 2882.142807 = -828407.811926
  nChanged 12
		SP:Iteration 51Q (76089.530000 sec): 3 clusters
  Score: Raw -831291.869894 + Penalty 2882.142807 = -828409.727087
  nChanged 8
		SP:Iteration 52Q (76089.740000 sec): 3 clusters
  Score: Raw -831293.506352 + Penalty 2882.142807 = -828411.363545
  nChanged 5
		SP:Iteration 53Q (76089.960000 sec): 3 clusters
  Score: Raw -831294.170399 + Penalty 2882.142807 = -828412.027592
  nChanged 5
		SP:Iteration 54Q (76090.150000 sec): 3 clusters
  Score: Raw -831294.838422 + Penalty 2882.142807 = -828412.695615
  nChanged 4
		SP:Iteration 55Q (76090.400000 sec): 3 clusters
  Score: Raw -831295.277158 + Penalty 2882.142807 = -828413.134351
  nChanged 7
		SP:Iteration 56Q (76090.630000 sec): 3 clusters
  Score: Raw -831296.762771 + Penalty 2882.142807 = -828414.619964
  nChanged 9
		SP:Iteration 57Q (76090.800000 sec): 3 clusters
  Score: Raw -831298.244527 + Penalty 2882.142807 = -828416.101720
  nChanged 9
		SP:Iteration 58Q (76090.990000 sec): 3 clusters
  Score: Raw -831299.556482 + Penalty 2882.142807 = -828417.413675
  nChanged 7
		SP:Iteration 59Q (76091.200000 sec): 3 clusters
  Score: Raw -831300.652992 + Penalty 2882.142807 = -828418.510185
  nChanged 11
		SP:Iteration 60F (76091.440000 sec): 3 clusters
  Score: Raw -831303.151064 + Penalty 2882.142807 = -828421.008257
  nChanged 10
		SP:Iteration 61Q (76091.590000 sec): 3 clusters
  Score: Raw -831306.668827 + Penalty 2882.142807 = -828424.526020
  nChanged 12
		SP:Iteration 62Q (76091.780000 sec): 3 clusters
  Score: Raw -831309.318205 + Penalty 2882.142807 = -828427.175398
  nChanged 6
		SP:Iteration 63Q (76091.980000 sec): 3 clusters
  Score: Raw -831310.440835 + Penalty 2882.142807 = -828428.298028
  nChanged 4
		SP:Iteration 64Q (76092.190000 sec): 3 clusters
  Score: Raw -831311.303107 + Penalty 2882.142807 = -828429.160300
  nChanged 3
		SP:Iteration 65Q (76092.370000 sec): 3 clusters
  Score: Raw -831311.880113 + Penalty 2882.142807 = -828429.737306
  nChanged 4
		SP:Iteration 66Q (76092.580000 sec): 3 clusters
  Score: Raw -831312.442914 + Penalty 2882.142807 = -828430.300107
  nChanged 4
		SP:Iteration 67Q (76092.760000 sec): 3 clusters
  Score: Raw -831313.135783 + Penalty 2882.142807 = -828430.992976
  nChanged 6
		SP:Iteration 68Q (76092.970000 sec): 3 clusters
  Score: Raw -831313.980394 + Penalty 2882.142807 = -828431.837587
  nChanged 4
		SP:Iteration 69Q (76093.140000 sec): 3 clusters
  Score: Raw -831314.615452 + Penalty 2882.142807 = -828432.472645
  nChanged 1
		SP:Iteration 70Q (76093.360000 sec): 3 clusters
  Score: Raw -831314.655327 + Penalty 2882.142807 = -828432.512520
  nChanged 0
		SP:Iteration 71F (76093.600000 sec): 3 clusters
  Score: Raw -831314.655327 + Penalty 2882.142807 = -828432.512520
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76093.740000 sec): 2 clusters
  Score: Raw -962345.974720 + Penalty 1466.831907 = -960879.142813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76093.950000 sec): 3 clusters
  Score: Raw -957805.572314 + Penalty 2933.663814 = -954871.908500
  nChanged 3481
		SP:Iteration 1F (76094.160000 sec): 3 clusters
  Score: Raw -959761.453242 + Penalty 2933.663814 = -956827.789427
  nChanged 593
		SP:Iteration 2F (76094.390000 sec): 3 clusters
  Score: Raw -960082.722012 + Penalty 2933.663814 = -957149.058197
  nChanged 492
		SP:Iteration 3F (76094.570000 sec): 3 clusters
  Score: Raw -960342.669474 + Penalty 2933.663814 = -957409.005660
  nChanged 461
		SP:Iteration 4F (76094.790000 sec): 3 clusters
  Score: Raw -960627.048620 + Penalty 2933.663814 = -957693.384805
  nChanged 455
		SP:Iteration 5F (76094.980000 sec): 3 clusters
  Score: Raw -960930.923119 + Penalty 2933.663814 = -957997.259305
  nChanged 450
		SP:Iteration 6F (76095.180000 sec): 3 clusters
  Score: Raw -961258.620027 + Penalty 2933.663814 = -958324.956213
  nChanged 430
		SP:Iteration 7F (76095.440000 sec): 3 clusters
  Score: Raw -961594.759507 + Penalty 2933.663814 = -958661.095693
  nChanged 397
		SP:Iteration 8Q (76095.610000 sec): 3 clusters
  Score: Raw -961944.621374 + Penalty 2933.663814 = -959010.957560
  nChanged 345
		SP:Iteration 9Q (76095.850000 sec): 3 clusters
  Score: Raw -962263.382882 + Penalty 2933.663814 = -959329.719068
  nChanged 212
		SP:Iteration 10Q (76096.070000 sec): 3 clusters
  Score: Raw -962467.138633 + Penalty 2933.663814 = -959533.474819
  nChanged 144
		SP:Iteration 11Q (76096.270000 sec): 3 clusters
  Score: Raw -962618.428052 + Penalty 2933.663814 = -959684.764238
  nChanged 103
		SP:Iteration 12Q (76096.450000 sec): 3 clusters
  Score: Raw -962711.934872 + Penalty 2933.663814 = -959778.271058
  nChanged 76
		SP:Iteration 13Q (76096.670000 sec): 3 clusters
  Score: Raw -962773.819241 + Penalty 2933.663814 = -959840.155427
  nChanged 61
		SP:Iteration 14Q (76096.870000 sec): 3 clusters
  Score: Raw -962812.655354 + Penalty 2933.663814 = -959878.991539
  nChanged 28
		SP:Iteration 15Q (76097.050000 sec): 3 clusters
  Score: Raw -962830.853442 + Penalty 2933.663814 = -959897.189628
  nChanged 15
		SP:Iteration 16Q (76097.260000 sec): 3 clusters
  Score: Raw -962838.337110 + Penalty 2933.663814 = -959904.673296
  nChanged 15
		SP:Iteration 17Q (76097.480000 sec): 3 clusters
  Score: Raw -962845.168676 + Penalty 2933.663814 = -959911.504862
  nChanged 12
		SP:Iteration 18Q (76097.740000 sec): 3 clusters
  Score: Raw -962851.287848 + Penalty 2933.663814 = -959917.624034
  nChanged 9
		SP:Iteration 19Q (76097.940000 sec): 3 clusters
  Score: Raw -962856.738817 + Penalty 2933.663814 = -959923.075003
  nChanged 8
		SP:Iteration 20F (76098.200000 sec): 3 clusters
  Score: Raw -962861.357511 + Penalty 2933.663814 = -959927.693697
  nChanged 13
		SP:Iteration 21Q (76098.390000 sec): 3 clusters
  Score: Raw -962866.650368 + Penalty 2933.663814 = -959932.986554
  nChanged 4
		SP:Iteration 22Q (76098.610000 sec): 3 clusters
  Score: Raw -962869.338103 + Penalty 2933.663814 = -959935.674289
  nChanged 6
		SP:Iteration 23Q (76098.850000 sec): 3 clusters
  Score: Raw -962871.592169 + Penalty 2933.663814 = -959937.928355
  nChanged 3
		SP:Iteration 24Q (76099.080000 sec): 3 clusters
  Score: Raw -962872.413809 + Penalty 2933.663814 = -959938.749995
  nChanged 1
		SP:Iteration 25Q (76099.280000 sec): 3 clusters
  Score: Raw -962872.472130 + Penalty 2933.663814 = -959938.808315
  nChanged 0
		SP:Iteration 26F (76099.540000 sec): 3 clusters
  Score: Raw -962872.472130 + Penalty 2933.663814 = -959938.808315
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76099.670000 sec): 2 clusters
  Score: Raw -47633.935840 + Penalty 978.021397 = -46655.914443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76099.820000 sec): 3 clusters
  Score: Raw -47635.560127 + Penalty 1956.042795 = -45679.517333
  nChanged 81
		SP:Iteration 1F (76100.030000 sec): 3 clusters
  Score: Raw -47773.350982 + Penalty 1956.042795 = -45817.308187
  nChanged 22
		SP:Iteration 2F (76100.200000 sec): 3 clusters
  Score: Raw -47829.178065 + Penalty 1956.042795 = -45873.135270
  nChanged 7
		SP:Iteration 3Q (76100.390000 sec): 3 clusters
  Score: Raw -47839.732456 + Penalty 1956.042795 = -45883.689661
  nChanged 4
		SP:Iteration 4Q (76100.560000 sec): 3 clusters
  Score: Raw -47847.023335 + Penalty 1956.042795 = -45890.980541
  nChanged 5
		SP:Iteration 5Q (76100.750000 sec): 3 clusters
  Score: Raw -47854.170134 + Penalty 1956.042795 = -45898.127339
  nChanged 5
		SP:Iteration 6Q (76100.890000 sec): 3 clusters
  Score: Raw -47862.261042 + Penalty 1956.042795 = -45906.218248
  nChanged 4
		SP:Iteration 7Q (76101.090000 sec): 3 clusters
  Score: Raw -47874.452790 + Penalty 1956.042795 = -45918.409995
  nChanged 2
		SP:Iteration 8Q (76101.260000 sec): 3 clusters
  Score: Raw -47877.848206 + Penalty 1956.042795 = -45921.805412
  nChanged 4
		SP:Iteration 9Q (76101.440000 sec): 3 clusters
  Score: Raw -47883.969702 + Penalty 1956.042795 = -45927.926907
  nChanged 6
		SP:Iteration 10Q (76101.570000 sec): 3 clusters
  Score: Raw -47910.008983 + Penalty 1956.042795 = -45953.966188
  nChanged 15
		SP:Iteration 11Q (76101.810000 sec): 3 clusters
  Score: Raw -47974.299843 + Penalty 1956.042795 = -46018.257048
  nChanged 16
		SP:Iteration 12Q (76102.030000 sec): 3 clusters
  Score: Raw -48031.636904 + Penalty 1956.042795 = -46075.594109
  nChanged 15
		SP:Iteration 13Q (76102.140000 sec): 3 clusters
  Score: Raw -48105.465149 + Penalty 1956.042795 = -46149.422355
  nChanged 20
		SP:Iteration 14Q (76102.320000 sec): 3 clusters
  Score: Raw -48195.757916 + Penalty 1956.042795 = -46239.715121
  nChanged 16
		SP:Iteration 15Q (76102.490000 sec): 3 clusters
  Score: Raw -48307.203300 + Penalty 1956.042795 = -46351.160505
  nChanged 8
		SP:Iteration 16Q (76102.650000 sec): 3 clusters
  Score: Raw -48345.188993 + Penalty 1956.042795 = -46389.146198
  nChanged 5
		SP:Iteration 17Q (76102.820000 sec): 3 clusters
  Score: Raw -48367.195687 + Penalty 1956.042795 = -46411.152892
  nChanged 5
		SP:Iteration 18Q (76103.000000 sec): 3 clusters
  Score: Raw -48415.865320 + Penalty 1956.042795 = -46459.822526
  nChanged 5
		SP:Iteration 19Q (76103.160000 sec): 3 clusters
  Score: Raw -48473.830376 + Penalty 1956.042795 = -46517.787581
  nChanged 4
		SP:Iteration 20F (76103.280000 sec): 3 clusters
  Score: Raw -48512.244326 + Penalty 1956.042795 = -46556.201531
  nChanged 4
		SP:Iteration 21Q (76103.480000 sec): 3 clusters
  Score: Raw -48525.921313 + Penalty 1956.042795 = -46569.878519
  nChanged 2
		SP:Iteration 22Q (76103.650000 sec): 3 clusters
  Score: Raw -48529.976176 + Penalty 1956.042795 = -46573.933381
  nChanged 0
		SP:Iteration 23F (76103.830000 sec): 3 clusters
  Score: Raw -48529.976176 + Penalty 1956.042795 = -46573.933381
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76103.900000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76104.080000 sec): 3 clusters
  Score: Raw -61228.825763 + Penalty 2057.159294 = -59171.666468
  nChanged 129
		SP:Iteration 1F (76104.260000 sec): 3 clusters
  Score: Raw -61427.420630 + Penalty 2057.159294 = -59370.261335
  nChanged 37
		SP:Iteration 2F (76104.460000 sec): 3 clusters
  Score: Raw -61523.762000 + Penalty 2057.159294 = -59466.602705
  nChanged 17
		SP:Iteration 3Q (76104.630000 sec): 3 clusters
  Score: Raw -61555.166419 + Penalty 2057.159294 = -59498.007125
  nChanged 16
		SP:Iteration 4Q (76104.810000 sec): 3 clusters
  Score: Raw -61577.091684 + Penalty 2057.159294 = -59519.932390
  nChanged 11
		SP:Iteration 5Q (76105.020000 sec): 3 clusters
  Score: Raw -61596.061867 + Penalty 2057.159294 = -59538.902573
  nChanged 11
		SP:Iteration 6Q (76105.200000 sec): 3 clusters
  Score: Raw -61621.497129 + Penalty 2057.159294 = -59564.337835
  nChanged 12
		SP:Iteration 7Q (76105.410000 sec): 3 clusters
  Score: Raw -61637.177773 + Penalty 2057.159294 = -59580.018479
  nChanged 7
		SP:Iteration 8Q (76105.600000 sec): 3 clusters
  Score: Raw -61653.899256 + Penalty 2057.159294 = -59596.739962
  nChanged 6
		SP:Iteration 9Q (76105.830000 sec): 3 clusters
  Score: Raw -61666.669073 + Penalty 2057.159294 = -59609.509779
  nChanged 7
		SP:Iteration 10Q (76106.010000 sec): 3 clusters
  Score: Raw -61685.033355 + Penalty 2057.159294 = -59627.874060
  nChanged 8
		SP:Iteration 11Q (76106.200000 sec): 3 clusters
  Score: Raw -61707.173593 + Penalty 2057.159294 = -59650.014299
  nChanged 5
		SP:Iteration 12Q (76106.380000 sec): 3 clusters
  Score: Raw -61713.079047 + Penalty 2057.159294 = -59655.919753
  nChanged 1
		SP:Iteration 13Q (76106.540000 sec): 3 clusters
  Score: Raw -61714.353300 + Penalty 2057.159294 = -59657.194006
  nChanged 0
		SP:Iteration 14F (76106.710000 sec): 3 clusters
  Score: Raw -61714.353300 + Penalty 2057.159294 = -59657.194006
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76106.830000 sec): 2 clusters
  Score: Raw -17633.662940 + Penalty 846.541500 = -16787.121440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76107.040000 sec): 3 clusters
  Score: Raw -17920.395900 + Penalty 1693.083000 = -16227.312900
  nChanged 25
		SP:Iteration 1F (76107.220000 sec): 3 clusters
  Score: Raw -18011.046996 + Penalty 1693.083000 = -16317.963997
  nChanged 4
		SP:Iteration 2Q (76107.430000 sec): 3 clusters
  Score: Raw -18024.366673 + Penalty 1693.083000 = -16331.283674
  nChanged 1
		SP:Iteration 3Q (76107.580000 sec): 3 clusters
  Score: Raw -18027.272266 + Penalty 1693.083000 = -16334.189266
  nChanged 1
		SP:Iteration 4Q (76107.740000 sec): 3 clusters
  Score: Raw -18029.191265 + Penalty 1693.083000 = -16336.108265
  nChanged 0
		SP:Iteration 5F (76107.890000 sec): 3 clusters
  Score: Raw -18029.191265 + Penalty 1693.083000 = -16336.108265
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76108.000000 sec): 2 clusters
  Score: Raw -21081.040887 + Penalty 901.091335 = -20179.949552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76108.170000 sec): 3 clusters
  Score: Raw -21271.350020 + Penalty 1802.182669 = -19469.167350
  nChanged 66
		SP:Iteration 1F (76108.400000 sec): 3 clusters
  Score: Raw -21469.291853 + Penalty 1802.182669 = -19667.109183
  nChanged 19
		SP:Iteration 2F (76108.540000 sec): 3 clusters
  Score: Raw -21514.509722 + Penalty 1802.182669 = -19712.327053
  nChanged 9
		SP:Iteration 3Q (76108.690000 sec): 3 clusters
  Score: Raw -21547.367976 + Penalty 1802.182669 = -19745.185306
  nChanged 6
		SP:Iteration 4Q (76108.900000 sec): 3 clusters
  Score: Raw -21566.900910 + Penalty 1802.182669 = -19764.718241
  nChanged 5
		SP:Iteration 5Q (76109.060000 sec): 3 clusters
  Score: Raw -21600.732050 + Penalty 1802.182669 = -19798.549381
  nChanged 2
		SP:Iteration 6Q (76109.220000 sec): 3 clusters
  Score: Raw -21606.274100 + Penalty 1802.182669 = -19804.091431
  nChanged 1
		SP:Iteration 7Q (76109.390000 sec): 3 clusters
  Score: Raw -21610.095829 + Penalty 1802.182669 = -19807.913159
  nChanged 1
		SP:Iteration 8Q (76109.560000 sec): 3 clusters
  Score: Raw -21612.859836 + Penalty 1802.182669 = -19810.677167
  nChanged 0
		SP:Iteration 9F (76109.730000 sec): 3 clusters
  Score: Raw -21612.859836 + Penalty 1802.182669 = -19810.677167
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76109.880000 sec): 2 clusters
  Score: Raw -39380.758181 + Penalty 957.840461 = -38422.917720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76110.010000 sec): 3 clusters
  Score: Raw -39369.357043 + Penalty 1915.680921 = -37453.676122
  nChanged 77
		SP:Iteration 1F (76110.220000 sec): 3 clusters
  Score: Raw -39521.045771 + Penalty 1915.680921 = -37605.364850
  nChanged 31
		SP:Iteration 2F (76110.420000 sec): 3 clusters
  Score: Raw -39635.061750 + Penalty 1915.680921 = -37719.380828
  nChanged 13
		SP:Iteration 3Q (76110.590000 sec): 3 clusters
  Score: Raw -39668.602469 + Penalty 1915.680921 = -37752.921548
  nChanged 7
		SP:Iteration 4Q (76110.780000 sec): 3 clusters
  Score: Raw -39688.029004 + Penalty 1915.680921 = -37772.348083
  nChanged 5
		SP:Iteration 5Q (76110.980000 sec): 3 clusters
  Score: Raw -39700.336157 + Penalty 1915.680921 = -37784.655236
  nChanged 4
		SP:Iteration 6Q (76111.140000 sec): 3 clusters
  Score: Raw -39716.570671 + Penalty 1915.680921 = -37800.889750
  nChanged 6
		SP:Iteration 7Q (76111.300000 sec): 3 clusters
  Score: Raw -39731.845349 + Penalty 1915.680921 = -37816.164428
  nChanged 2
		SP:Iteration 8Q (76111.500000 sec): 3 clusters
  Score: Raw -39736.185526 + Penalty 1915.680921 = -37820.504604
  nChanged 0
		SP:Iteration 9F (76111.660000 sec): 3 clusters
  Score: Raw -39736.185526 + Penalty 1915.680921 = -37820.504604
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (1161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76111.740000 sec): 2 clusters
  Score: Raw -127556.365496 + Penalty 1146.768510 = -126409.596987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76111.900000 sec): 3 clusters
  Score: Raw -127205.271076 + Penalty 2293.537019 = -124911.734057
  nChanged 370
		SP:Iteration 1F (76112.090000 sec): 3 clusters
  Score: Raw -127656.594461 + Penalty 2293.537019 = -125363.057442
  nChanged 120
		SP:Iteration 2F (76112.290000 sec): 3 clusters
  Score: Raw -127871.724996 + Penalty 2293.537019 = -125578.187977
  nChanged 82
		SP:Iteration 3F (76112.450000 sec): 3 clusters
  Score: Raw -127998.062205 + Penalty 2293.537019 = -125704.525186
  nChanged 53
		SP:Iteration 4Q (76112.620000 sec): 3 clusters
  Score: Raw -128088.774043 + Penalty 2293.537019 = -125795.237023
  nChanged 41
		SP:Iteration 5Q (76112.760000 sec): 3 clusters
  Score: Raw -128156.709345 + Penalty 2293.537019 = -125863.172326
  nChanged 27
		SP:Iteration 6Q (76112.950000 sec): 3 clusters
  Score: Raw -128199.661706 + Penalty 2293.537019 = -125906.124687
  nChanged 30
		SP:Iteration 7Q (76113.090000 sec): 3 clusters
  Score: Raw -128253.872578 + Penalty 2293.537019 = -125960.335559
  nChanged 24
		SP:Iteration 8Q (76113.230000 sec): 3 clusters
  Score: Raw -128306.025794 + Penalty 2293.537019 = -126012.488774
  nChanged 35
		SP:Iteration 9Q (76113.400000 sec): 3 clusters
  Score: Raw -128361.723074 + Penalty 2293.537019 = -126068.186055
  nChanged 29
		SP:Iteration 10Q (76113.570000 sec): 3 clusters
  Score: Raw -128421.350679 + Penalty 2293.537019 = -126127.813660
  nChanged 27
		SP:Iteration 11Q (76113.780000 sec): 3 clusters
  Score: Raw -128482.166752 + Penalty 2293.537019 = -126188.629733
  nChanged 41
		SP:Iteration 12Q (76114.000000 sec): 3 clusters
  Score: Raw -128598.072063 + Penalty 2293.537019 = -126304.535044
  nChanged 41
		SP:Iteration 13Q (76114.200000 sec): 3 clusters
  Score: Raw -128697.982739 + Penalty 2293.537019 = -126404.445720
  nChanged 29
		SP:Iteration 14Q (76114.350000 sec): 3 clusters
  Score: Raw -128753.332687 + Penalty 2293.537019 = -126459.795668
  nChanged 31
		SP:Iteration 15Q (76114.530000 sec): 3 clusters
  Score: Raw -128828.738124 + Penalty 2293.537019 = -126535.201105
  nChanged 38
		SP:Iteration 16Q (76114.750000 sec): 3 clusters
  Score: Raw -128956.524214 + Penalty 2293.537019 = -126662.987195
  nChanged 35
		SP:Iteration 17Q (76114.920000 sec): 3 clusters
  Score: Raw -129062.794457 + Penalty 2293.537019 = -126769.257438
  nChanged 30
		SP:Iteration 18Q (76115.070000 sec): 3 clusters
  Score: Raw -129187.400808 + Penalty 2293.537019 = -126893.863789
  nChanged 44
		SP:Iteration 19Q (76115.220000 sec): 3 clusters
  Score: Raw -129430.075621 + Penalty 2293.537019 = -127136.538602
  nChanged 52
		SP:Iteration 20F (76115.410000 sec): 3 clusters
  Score: Raw -129983.597584 + Penalty 2293.537019 = -127690.060565
  nChanged 49
		SP:Iteration 21Q (76115.570000 sec): 3 clusters
  Score: Raw -131780.294357 + Penalty 2293.537019 = -129486.757338
  nChanged 3
		SP:Iteration 22Q (76115.720000 sec): 3 clusters
  Score: Raw -132295.507716 + Penalty 2293.537019 = -130001.970697
  nChanged 0
		SP:Iteration 23F (76115.870000 sec): 3 clusters
  Score: Raw -132295.507716 + Penalty 2293.537019 = -130001.970697
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76115.990000 sec): 2 clusters
  Score: Raw -189903.765443 + Penalty 1202.302770 = -188701.462674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76116.160000 sec): 3 clusters
  Score: Raw -189265.914768 + Penalty 2404.605540 = -186861.309229
  nChanged 547
		SP:Iteration 1F (76116.310000 sec): 3 clusters
  Score: Raw -189650.038766 + Penalty 2404.605540 = -187245.433227
  nChanged 129
		SP:Iteration 2F (76116.480000 sec): 3 clusters
  Score: Raw -189744.153366 + Penalty 2404.605540 = -187339.547826
  nChanged 87
		SP:Iteration 3F (76116.680000 sec): 3 clusters
  Score: Raw -189816.018745 + Penalty 2404.605540 = -187411.413206
  nChanged 61
		SP:Iteration 4Q (76116.860000 sec): 3 clusters
  Score: Raw -189883.923910 + Penalty 2404.605540 = -187479.318371
  nChanged 58
		SP:Iteration 5Q (76117.040000 sec): 3 clusters
  Score: Raw -189946.098594 + Penalty 2404.605540 = -187541.493054
  nChanged 57
		SP:Iteration 6Q (76117.210000 sec): 3 clusters
  Score: Raw -189998.654260 + Penalty 2404.605540 = -187594.048720
  nChanged 62
		SP:Iteration 7Q (76117.380000 sec): 3 clusters
  Score: Raw -190077.365547 + Penalty 2404.605540 = -187672.760007
  nChanged 73
		SP:Iteration 8Q (76117.590000 sec): 3 clusters
  Score: Raw -190155.678488 + Penalty 2404.605540 = -187751.072948
  nChanged 58
		SP:Iteration 9Q (76117.740000 sec): 3 clusters
  Score: Raw -190210.936044 + Penalty 2404.605540 = -187806.330504
  nChanged 38
		SP:Iteration 10Q (76117.920000 sec): 3 clusters
  Score: Raw -190250.524060 + Penalty 2404.605540 = -187845.918520
  nChanged 38
		SP:Iteration 11Q (76118.040000 sec): 3 clusters
  Score: Raw -190283.793053 + Penalty 2404.605540 = -187879.187513
  nChanged 15
		SP:Iteration 12Q (76118.220000 sec): 3 clusters
  Score: Raw -190298.540019 + Penalty 2404.605540 = -187893.934479
  nChanged 16
		SP:Iteration 13Q (76118.390000 sec): 3 clusters
  Score: Raw -190316.804576 + Penalty 2404.605540 = -187912.199036
  nChanged 16
		SP:Iteration 14Q (76118.570000 sec): 3 clusters
  Score: Raw -190329.700183 + Penalty 2404.605540 = -187925.094644
  nChanged 16
		SP:Iteration 15Q (76118.800000 sec): 3 clusters
  Score: Raw -190341.501065 + Penalty 2404.605540 = -187936.895525
  nChanged 14
		SP:Iteration 16Q (76118.980000 sec): 3 clusters
  Score: Raw -190353.862579 + Penalty 2404.605540 = -187949.257039
  nChanged 9
		SP:Iteration 17Q (76119.170000 sec): 3 clusters
  Score: Raw -190360.651414 + Penalty 2404.605540 = -187956.045874
  nChanged 5
		SP:Iteration 18Q (76119.350000 sec): 3 clusters
  Score: Raw -190364.378517 + Penalty 2404.605540 = -187959.772977
  nChanged 4
		SP:Iteration 19Q (76119.540000 sec): 3 clusters
  Score: Raw -190367.634448 + Penalty 2404.605540 = -187963.028909
  nChanged 6
		SP:Iteration 20F (76119.660000 sec): 3 clusters
  Score: Raw -190370.844058 + Penalty 2404.605540 = -187966.238518
  nChanged 3
		SP:Iteration 21Q (76119.840000 sec): 3 clusters
  Score: Raw -190373.417437 + Penalty 2404.605540 = -187968.811898
  nChanged 3
		SP:Iteration 22Q (76120.030000 sec): 3 clusters
  Score: Raw -190374.819599 + Penalty 2404.605540 = -187970.214059
  nChanged 2
		SP:Iteration 23Q (76120.170000 sec): 3 clusters
  Score: Raw -190375.367436 + Penalty 2404.605540 = -187970.761896
  nChanged 1
		SP:Iteration 24Q (76120.340000 sec): 3 clusters
  Score: Raw -190376.232805 + Penalty 2404.605540 = -187971.627266
  nChanged 2
		SP:Iteration 25Q (76120.530000 sec): 3 clusters
  Score: Raw -190377.722381 + Penalty 2404.605540 = -187973.116842
  nChanged 1
		SP:Iteration 26Q (76120.700000 sec): 3 clusters
  Score: Raw -190378.121200 + Penalty 2404.605540 = -187973.515661
  nChanged 1
		SP:Iteration 27Q (76120.880000 sec): 3 clusters
  Score: Raw -190378.518013 + Penalty 2404.605540 = -187973.912473
  nChanged 2
		SP:Iteration 28Q (76121.050000 sec): 3 clusters
  Score: Raw -190379.936931 + Penalty 2404.605540 = -187975.331392
  nChanged 2
		SP:Iteration 29Q (76121.230000 sec): 3 clusters
  Score: Raw -190380.874645 + Penalty 2404.605540 = -187976.269105
  nChanged 0
		SP:Iteration 30F (76121.400000 sec): 3 clusters
  Score: Raw -190380.874645 + Penalty 2404.605540 = -187976.269105
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76121.570000 sec): 2 clusters
  Score: Raw -2131161.271978 + Penalty 1585.571473 = -2129575.700505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76121.880000 sec): 3 clusters
  Score: Raw -2120867.149100 + Penalty 3171.142946 = -2117696.006154
  nChanged 7779
		SP:Iteration 1F (76122.180000 sec): 3 clusters
  Score: Raw -2125034.136780 + Penalty 3171.142946 = -2121862.993834
  nChanged 913
		SP:Iteration 2F (76122.500000 sec): 3 clusters
  Score: Raw -2125410.149508 + Penalty 3171.142946 = -2122239.006562
  nChanged 956
		SP:Iteration 3F (76122.770000 sec): 3 clusters
  Score: Raw -2125864.396919 + Penalty 3171.142946 = -2122693.253973
  nChanged 995
		SP:Iteration 4F (76123.060000 sec): 3 clusters
  Score: Raw -2126421.010874 + Penalty 3171.142946 = -2123249.867928
  nChanged 1095
		SP:Iteration 5F (76123.340000 sec): 3 clusters
  Score: Raw -2127118.438328 + Penalty 3171.142946 = -2123947.295382
  nChanged 1124
		SP:Iteration 6F (76123.610000 sec): 3 clusters
  Score: Raw -2127852.662496 + Penalty 3171.142946 = -2124681.519550
  nChanged 1135
		SP:Iteration 7F (76123.910000 sec): 3 clusters
  Score: Raw -2128652.693015 + Penalty 3171.142946 = -2125481.550069
  nChanged 983
		SP:Iteration 8F (76124.240000 sec): 3 clusters
  Score: Raw -2129359.488311 + Penalty 3171.142946 = -2126188.345365
  nChanged 810
		SP:Iteration 9Q (76124.550000 sec): 3 clusters
  Score: Raw -2129888.701968 + Penalty 3171.142946 = -2126717.559022
  nChanged 599
		SP:Iteration 10Q (76124.830000 sec): 3 clusters
  Score: Raw -2130262.976005 + Penalty 3171.142946 = -2127091.833059
  nChanged 418
		SP:Iteration 11Q (76125.120000 sec): 3 clusters
  Score: Raw -2130506.126181 + Penalty 3171.142946 = -2127334.983235
  nChanged 343
		SP:Iteration 12Q (76125.360000 sec): 3 clusters
  Score: Raw -2130711.962920 + Penalty 3171.142946 = -2127540.819974
  nChanged 284
		SP:Iteration 13Q (76125.640000 sec): 3 clusters
  Score: Raw -2130866.334077 + Penalty 3171.142946 = -2127695.191131
  nChanged 212
		SP:Iteration 14Q (76125.900000 sec): 3 clusters
  Score: Raw -2130982.241775 + Penalty 3171.142946 = -2127811.098829
  nChanged 167
		SP:Iteration 15Q (76126.200000 sec): 3 clusters
  Score: Raw -2131073.479218 + Penalty 3171.142946 = -2127902.336272
  nChanged 131
		SP:Iteration 16Q (76126.460000 sec): 3 clusters
  Score: Raw -2131146.872576 + Penalty 3171.142946 = -2127975.729630
  nChanged 96
		SP:Iteration 17Q (76126.700000 sec): 3 clusters
  Score: Raw -2131209.285101 + Penalty 3171.142946 = -2128038.142155
  nChanged 88
		SP:Iteration 18Q (76126.930000 sec): 3 clusters
  Score: Raw -2131266.211940 + Penalty 3171.142946 = -2128095.068993
  nChanged 67
		SP:Iteration 19Q (76127.170000 sec): 3 clusters
  Score: Raw -2131305.087532 + Penalty 3171.142946 = -2128133.944586
  nChanged 50
		SP:Iteration 20F (76127.400000 sec): 3 clusters
  Score: Raw -2131330.958258 + Penalty 3171.142946 = -2128159.815312
  nChanged 36
		SP:Iteration 21Q (76127.650000 sec): 3 clusters
  Score: Raw -2131345.273847 + Penalty 3171.142946 = -2128174.130901
  nChanged 18
		SP:Iteration 22Q (76127.850000 sec): 3 clusters
  Score: Raw -2131354.790516 + Penalty 3171.142946 = -2128183.647570
  nChanged 11
		SP:Iteration 23Q (76128.080000 sec): 3 clusters
  Score: Raw -2131360.351500 + Penalty 3171.142946 = -2128189.208554
  nChanged 19
		SP:Iteration 24Q (76128.350000 sec): 3 clusters
  Score: Raw -2131367.961851 + Penalty 3171.142946 = -2128196.818905
  nChanged 17
		SP:Iteration 25Q (76128.610000 sec): 3 clusters
  Score: Raw -2131375.426177 + Penalty 3171.142946 = -2128204.283231
  nChanged 14
		SP:Iteration 26Q (76128.900000 sec): 3 clusters
  Score: Raw -2131382.666347 + Penalty 3171.142946 = -2128211.523401
  nChanged 12
		SP:Iteration 27Q (76129.140000 sec): 3 clusters
  Score: Raw -2131386.813458 + Penalty 3171.142946 = -2128215.670512
  nChanged 5
		SP:Iteration 28Q (76129.380000 sec): 3 clusters
  Score: Raw -2131390.109314 + Penalty 3171.142946 = -2128218.966368
  nChanged 9
		SP:Iteration 29Q (76129.660000 sec): 3 clusters
  Score: Raw -2131392.849173 + Penalty 3171.142946 = -2128221.706227
  nChanged 9
		SP:Iteration 30Q (76129.860000 sec): 3 clusters
  Score: Raw -2131397.063088 + Penalty 3171.142946 = -2128225.920142
  nChanged 9
		SP:Iteration 31Q (76130.170000 sec): 3 clusters
  Score: Raw -2131402.189786 + Penalty 3171.142946 = -2128231.046839
  nChanged 11
		SP:Iteration 32Q (76130.420000 sec): 3 clusters
  Score: Raw -2131407.011365 + Penalty 3171.142946 = -2128235.868419
  nChanged 4
		SP:Iteration 33Q (76130.660000 sec): 3 clusters
  Score: Raw -2131408.652900 + Penalty 3171.142946 = -2128237.509954
  nChanged 4
		SP:Iteration 34Q (76130.950000 sec): 3 clusters
  Score: Raw -2131409.643582 + Penalty 3171.142946 = -2128238.500636
  nChanged 4
		SP:Iteration 35Q (76131.210000 sec): 3 clusters
  Score: Raw -2131412.034168 + Penalty 3171.142946 = -2128240.891222
  nChanged 5
		SP:Iteration 36Q (76131.450000 sec): 3 clusters
  Score: Raw -2131413.182543 + Penalty 3171.142946 = -2128242.039597
  nChanged 2
		SP:Iteration 37Q (76131.750000 sec): 3 clusters
  Score: Raw -2131413.716074 + Penalty 3171.142946 = -2128242.573127
  nChanged 2
		SP:Iteration 38Q (76132.070000 sec): 3 clusters
  Score: Raw -2131414.438039 + Penalty 3171.142946 = -2128243.295093
  nChanged 2
		SP:Iteration 39Q (76132.290000 sec): 3 clusters
  Score: Raw -2131415.646484 + Penalty 3171.142946 = -2128244.503538
  nChanged 5
		SP:Iteration 40F (76132.540000 sec): 3 clusters
  Score: Raw -2131418.198621 + Penalty 3171.142946 = -2128247.055675
  nChanged 5
		SP:Iteration 41Q (76132.850000 sec): 3 clusters
  Score: Raw -2131420.193643 + Penalty 3171.142946 = -2128249.050697
  nChanged 4
		SP:Iteration 42Q (76133.120000 sec): 3 clusters
  Score: Raw -2131421.449075 + Penalty 3171.142946 = -2128250.306129
  nChanged 1
		SP:Iteration 43Q (76133.350000 sec): 3 clusters
  Score: Raw -2131421.599354 + Penalty 3171.142946 = -2128250.456408
  nChanged 0
		SP:Iteration 44F (76133.670000 sec): 3 clusters
  Score: Raw -2131421.599354 + Penalty 3171.142946 = -2128250.456408
  nChanged 0
Iteration 139Q (76251.570000 sec): 65 clusters
  Score: Raw -223641219.969546 + Penalty 150441.332448 = -223490778.637098
  nChanged 9277
Iteration 140F (76445.910000 sec): 65 clusters
  Score: Raw -223644120.513801 + Penalty 150441.332448 = -223493679.181353
  nChanged 7892
Iteration 141Q (76553.420000 sec): 65 clusters
  Score: Raw -223645546.623823 + Penalty 150441.332448 = -223495105.291375
  nChanged 5369
Iteration 142Q (76655.480000 sec): 65 clusters
  Score: Raw -223646400.128946 + Penalty 150441.332448 = -223495958.796498
  nChanged 4428
Iteration 143Q (76764.200000 sec): 65 clusters
  Score: Raw -223646982.529835 + Penalty 150441.332448 = -223496541.197387
  nChanged 3858
Iteration 144Q (76879.440000 sec): 65 clusters
  Score: Raw -223647424.612486 + Penalty 150441.332448 = -223496983.280038
  nChanged 3557
Iteration 145Q (76994.650000 sec): 65 clusters
  Score: Raw -223647759.759106 + Penalty 150441.332448 = -223497318.426657
  nChanged 3232
Iteration 146Q (77105.770000 sec): 65 clusters
  Score: Raw -223648025.119466 + Penalty 150441.332448 = -223497583.787018
  nChanged 2941
Iteration 147Q (77199.270000 sec): 65 clusters
  Score: Raw -223648247.998259 + Penalty 150441.332448 = -223497806.665811
  nChanged 2723
Iteration 148Q (77305.500000 sec): 65 clusters
  Score: Raw -223648431.011443 + Penalty 150441.332448 = -223497989.678994
  nChanged 2488
Iteration 149Q (77419.990000 sec): 65 clusters
  Score: Raw -223648585.261512 + Penalty 150441.332448 = -223498143.929063
  nChanged 2302
Iteration 150Q (77531.770000 sec): 65 clusters
  Score: Raw -223648725.389682 + Penalty 150441.332448 = -223498284.057234
  nChanged 2153
Iteration 151Q (77638.800000 sec): 65 clusters
  Score: Raw -223648856.546907 + Penalty 150441.332448 = -223498415.214459
  nChanged 2087
Iteration 152Q (77747.890000 sec): 65 clusters
  Score: Raw -223648990.678229 + Penalty 150441.332448 = -223498549.345780
  nChanged 2069
Iteration 153Q (77859.070000 sec): 65 clusters
  Score: Raw -223649111.719211 + Penalty 150441.332448 = -223498670.386763
  nChanged 1988
Iteration 154Q (77970.220000 sec): 65 clusters
  Score: Raw -223649220.256421 + Penalty 150441.332448 = -223498778.923973
  nChanged 1844
Iteration 155Q (78094.200000 sec): 65 clusters
  Score: Raw -223649318.841363 + Penalty 150441.332448 = -223498877.508915
  nChanged 1740
Iteration 156Q (78205.460000 sec): 65 clusters
  Score: Raw -223649412.863536 + Penalty 150441.332448 = -223498971.531088
  nChanged 1679
Iteration 157Q (78312.430000 sec): 65 clusters
  Score: Raw -223649506.683656 + Penalty 150441.332448 = -223499065.351208
  nChanged 1650
Iteration 158Q (78425.530000 sec): 65 clusters
  Score: Raw -223649588.682400 + Penalty 150441.332448 = -223499147.349952
  nChanged 1534
Iteration 159Q (78544.430000 sec): 65 clusters
  Score: Raw -223649665.319970 + Penalty 150441.332448 = -223499223.987522
  nChanged 1439
Iteration 160F (78736.110000 sec): 65 clusters
  Score: Raw -223649751.675100 + Penalty 150441.332448 = -223499310.342651
  nChanged 1331
Iteration 161Q (78845.650000 sec): 65 clusters
  Score: Raw -223649836.698962 + Penalty 150441.332448 = -223499395.366514
  nChanged 1286
Iteration 162Q (78948.610000 sec): 65 clusters
  Score: Raw -223649948.951161 + Penalty 150441.332448 = -223499507.618713
  nChanged 1285
Iteration 163Q (79060.790000 sec): 65 clusters
  Score: Raw -223650038.652288 + Penalty 150441.332448 = -223499597.319840
  nChanged 1205
Iteration 164Q (79168.450000 sec): 65 clusters
  Score: Raw -223650107.610985 + Penalty 150441.332448 = -223499666.278536
  nChanged 1161
Iteration 165Q (79277.440000 sec): 65 clusters
  Score: Raw -223650161.022810 + Penalty 150441.332448 = -223499719.690362
  nChanged 1143
Iteration 166Q (79390.430000 sec): 65 clusters
  Score: Raw -223650207.577479 + Penalty 150441.332448 = -223499766.245031
  nChanged 1054
Iteration 167Q (79503.170000 sec): 65 clusters
  Score: Raw -223650253.039824 + Penalty 150441.332448 = -223499811.707376
  nChanged 1041
Iteration 168Q (79601.490000 sec): 65 clusters
  Score: Raw -223650297.201814 + Penalty 150441.332448 = -223499855.869366
  nChanged 999
Iteration 169Q (79708.880000 sec): 65 clusters
  Score: Raw -223650336.310863 + Penalty 150441.332448 = -223499894.978415
  nChanged 895
Iteration 170Q (79825.440000 sec): 65 clusters
  Score: Raw -223650370.542002 + Penalty 150441.332448 = -223499929.209554
  nChanged 830
Iteration 171Q (79940.090000 sec): 65 clusters
  Score: Raw -223650404.128906 + Penalty 150441.332448 = -223499962.796458
  nChanged 836
Iteration 172Q (80053.540000 sec): 65 clusters
  Score: Raw -223650433.121330 + Penalty 150441.332448 = -223499991.788882
  nChanged 737
Iteration 173Q (80153.310000 sec): 65 clusters
  Score: Raw -223650458.496543 + Penalty 150441.332448 = -223500017.164094
  nChanged 618
Iteration 174Q (80254.760000 sec): 65 clusters
  Score: Raw -223650479.975580 + Penalty 150441.332448 = -223500038.643132
  nChanged 626
Iteration 175Q (80358.120000 sec): 65 clusters
  Score: Raw -223650499.800448 + Penalty 150441.332448 = -223500058.468000
  nChanged 563
Iteration 176Q (80454.380000 sec): 65 clusters
  Score: Raw -223650517.875432 + Penalty 150441.332448 = -223500076.542984
  nChanged 533
Iteration 177Q (80555.150000 sec): 65 clusters
  Score: Raw -223650535.250452 + Penalty 150441.332448 = -223500093.918004
  nChanged 495
Iteration 178Q (80674.880000 sec): 65 clusters
  Score: Raw -223650551.350941 + Penalty 150441.332448 = -223500110.018493
  nChanged 472
Writing temp clu file 
Because OldScore, -223500093.918004, is greater than current (better) Score,-223500110.018493 
 Compute initial score before splitting:   Score: Raw -223650551.350941 + Penalty 150441.332448 = -223500110.018493
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (354198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80676.910000 sec): 2 clusters
  Score: Raw -42415428.781929 + Penalty 2076.361846 = -42413352.420083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80678.570000 sec): 3 clusters
  Score: Raw -42178059.223173 + Penalty 4152.723691 = -42173906.499482
  nChanged 172989
		SP:Iteration 1F (80680.290000 sec): 3 clusters
  Score: Raw -42282358.176688 + Penalty 4152.723691 = -42278205.452996
  nChanged 9913
		SP:Iteration 2Q (80681.960000 sec): 3 clusters
  Score: Raw -42284699.555829 + Penalty 4152.723691 = -42280546.832137
  nChanged 12423
		SP:Iteration 3Q (80683.590000 sec): 3 clusters
  Score: Raw -42288480.966269 + Penalty 4152.723691 = -42284328.242577
  nChanged 15921
		SP:Iteration 4Q (80685.260000 sec): 3 clusters
  Score: Raw -42294745.941995 + Penalty 4152.723691 = -42290593.218304
  nChanged 20001
		SP:Iteration 5F (80686.750000 sec): 3 clusters
  Score: Raw -42304592.497381 + Penalty 4152.723691 = -42300439.773689
  nChanged 23709
		SP:Iteration 6F (80688.360000 sec): 3 clusters
  Score: Raw -42318211.538906 + Penalty 4152.723691 = -42314058.815215
  nChanged 25211
		SP:Iteration 7F (80689.940000 sec): 3 clusters
  Score: Raw -42334408.978389 + Penalty 4152.723691 = -42330256.254698
  nChanged 24750
		SP:Iteration 8F (80691.420000 sec): 3 clusters
  Score: Raw -42351892.659464 + Penalty 4152.723691 = -42347739.935773
  nChanged 22785
		SP:Iteration 9F (80692.940000 sec): 3 clusters
  Score: Raw -42370050.933245 + Penalty 4152.723691 = -42365898.209553
  nChanged 19830
		SP:Iteration 10F (80694.500000 sec): 3 clusters
  Score: Raw -42387481.085394 + Penalty 4152.723691 = -42383328.361702
  nChanged 14972
		SP:Iteration 11Q (80696.130000 sec): 3 clusters
  Score: Raw -42401154.416897 + Penalty 4152.723691 = -42397001.693205
  nChanged 8974
		SP:Iteration 12Q (80697.690000 sec): 3 clusters
  Score: Raw -42409046.618878 + Penalty 4152.723691 = -42404893.895187
  nChanged 4435
		SP:Iteration 13Q (80699.320000 sec): 3 clusters
  Score: Raw -42412643.164628 + Penalty 4152.723691 = -42408490.440936
  nChanged 2138
		SP:Iteration 14Q (80700.830000 sec): 3 clusters
  Score: Raw -42414282.354942 + Penalty 4152.723691 = -42410129.631251
  nChanged 1026
		SP:Iteration 15Q (80702.380000 sec): 3 clusters
  Score: Raw -42415075.217864 + Penalty 4152.723691 = -42410922.494173
  nChanged 534
		SP:Iteration 16Q (80703.860000 sec): 3 clusters
  Score: Raw -42415525.900308 + Penalty 4152.723691 = -42411373.176617
  nChanged 308
		SP:Iteration 17Q (80705.280000 sec): 3 clusters
  Score: Raw -42415804.985335 + Penalty 4152.723691 = -42411652.261643
  nChanged 218
		SP:Iteration 18Q (80706.730000 sec): 3 clusters
  Score: Raw -42416003.904959 + Penalty 4152.723691 = -42411851.181268
  nChanged 166
		SP:Iteration 19Q (80708.190000 sec): 3 clusters
  Score: Raw -42416139.879027 + Penalty 4152.723691 = -42411987.155336
  nChanged 135
		SP:Iteration 20F (80709.840000 sec): 3 clusters
  Score: Raw -42416216.688985 + Penalty 4152.723691 = -42412063.965294
  nChanged 97
		SP:Iteration 21Q (80711.270000 sec): 3 clusters
  Score: Raw -42416258.754412 + Penalty 4152.723691 = -42412106.030720
  nChanged 65
		SP:Iteration 22Q (80712.730000 sec): 3 clusters
  Score: Raw -42416285.904936 + Penalty 4152.723691 = -42412133.181245
  nChanged 54
		SP:Iteration 23Q (80714.130000 sec): 3 clusters
  Score: Raw -42416311.400272 + Penalty 4152.723691 = -42412158.676581
  nChanged 59
		SP:Iteration 24Q (80715.570000 sec): 3 clusters
  Score: Raw -42416330.661414 + Penalty 4152.723691 = -42412177.937723
  nChanged 45
		SP:Iteration 25Q (80716.990000 sec): 3 clusters
  Score: Raw -42416348.649652 + Penalty 4152.723691 = -42412195.925961
  nChanged 48
		SP:Iteration 26Q (80718.570000 sec): 3 clusters
  Score: Raw -42416363.982190 + Penalty 4152.723691 = -42412211.258498
  nChanged 37
		SP:Iteration 27Q (80720.050000 sec): 3 clusters
  Score: Raw -42416377.762004 + Penalty 4152.723691 = -42412225.038313
  nChanged 34
		SP:Iteration 28Q (80721.580000 sec): 3 clusters
  Score: Raw -42416391.324816 + Penalty 4152.723691 = -42412238.601124
  nChanged 43
		SP:Iteration 29Q (80723.220000 sec): 3 clusters
  Score: Raw -42416403.794042 + Penalty 4152.723691 = -42412251.070351
  nChanged 38
		SP:Iteration 30Q (80725.000000 sec): 3 clusters
  Score: Raw -42416416.284725 + Penalty 4152.723691 = -42412263.561034
  nChanged 40
		SP:Iteration 31Q (80726.630000 sec): 3 clusters
  Score: Raw -42416428.299448 + Penalty 4152.723691 = -42412275.575757
  nChanged 41
		SP:Iteration 32Q (80728.160000 sec): 3 clusters
  Score: Raw -42416440.033618 + Penalty 4152.723691 = -42412287.309926
  nChanged 34
		SP:Iteration 33Q (80729.690000 sec): 3 clusters
  Score: Raw -42416450.267008 + Penalty 4152.723691 = -42412297.543317
  nChanged 33
		SP:Iteration 34Q (80731.170000 sec): 3 clusters
  Score: Raw -42416458.599595 + Penalty 4152.723691 = -42412305.875903
  nChanged 25
		SP:Iteration 35Q (80732.550000 sec): 3 clusters
  Score: Raw -42416465.789850 + Penalty 4152.723691 = -42412313.066159
  nChanged 27
		SP:Iteration 36Q (80733.970000 sec): 3 clusters
  Score: Raw -42416471.795158 + Penalty 4152.723691 = -42412319.071466
  nChanged 17
		SP:Iteration 37Q (80735.390000 sec): 3 clusters
  Score: Raw -42416476.155829 + Penalty 4152.723691 = -42412323.432138
  nChanged 18
		SP:Iteration 38Q (80736.830000 sec): 3 clusters
  Score: Raw -42416481.229226 + Penalty 4152.723691 = -42412328.505534
  nChanged 26
		SP:Iteration 39Q (80738.270000 sec): 3 clusters
  Score: Raw -42416487.387860 + Penalty 4152.723691 = -42412334.664169
  nChanged 22
		SP:Iteration 40F (80739.940000 sec): 3 clusters
  Score: Raw -42416492.925094 + Penalty 4152.723691 = -42412340.201403
  nChanged 18
		SP:Iteration 41Q (80741.390000 sec): 3 clusters
  Score: Raw -42416498.119766 + Penalty 4152.723691 = -42412345.396074
  nChanged 24
		SP:Iteration 42Q (80742.880000 sec): 3 clusters
  Score: Raw -42416506.272666 + Penalty 4152.723691 = -42412353.548974
  nChanged 34
		SP:Iteration 43Q (80744.370000 sec): 3 clusters
  Score: Raw -42416518.370483 + Penalty 4152.723691 = -42412365.646792
  nChanged 35
		SP:Iteration 44Q (80745.810000 sec): 3 clusters
  Score: Raw -42416529.982401 + Penalty 4152.723691 = -42412377.258710
  nChanged 38
		SP:Iteration 45Q (80747.260000 sec): 3 clusters
  Score: Raw -42416540.816516 + Penalty 4152.723691 = -42412388.092824
  nChanged 36
		SP:Iteration 46Q (80748.680000 sec): 3 clusters
  Score: Raw -42416550.328239 + Penalty 4152.723691 = -42412397.604548
  nChanged 33
		SP:Iteration 47Q (80750.170000 sec): 3 clusters
  Score: Raw -42416558.997360 + Penalty 4152.723691 = -42412406.273668
  nChanged 28
		SP:Iteration 48Q (80751.490000 sec): 3 clusters
  Score: Raw -42416567.574609 + Penalty 4152.723691 = -42412414.850917
  nChanged 33
		SP:Iteration 49Q (80752.870000 sec): 3 clusters
  Score: Raw -42416578.156897 + Penalty 4152.723691 = -42412425.433206
  nChanged 38
		SP:Iteration 50Q (80754.310000 sec): 3 clusters
  Score: Raw -42416587.156287 + Penalty 4152.723691 = -42412434.432595
  nChanged 29
		SP:Iteration 51Q (80755.750000 sec): 3 clusters
  Score: Raw -42416595.343414 + Penalty 4152.723691 = -42412442.619723
  nChanged 31
		SP:Iteration 52Q (80757.160000 sec): 3 clusters
  Score: Raw -42416603.142423 + Penalty 4152.723691 = -42412450.418732
  nChanged 30
		SP:Iteration 53Q (80758.530000 sec): 3 clusters
  Score: Raw -42416610.562960 + Penalty 4152.723691 = -42412457.839269
  nChanged 29
		SP:Iteration 54Q (80759.970000 sec): 3 clusters
  Score: Raw -42416616.548639 + Penalty 4152.723691 = -42412463.824948
  nChanged 17
		SP:Iteration 55Q (80761.490000 sec): 3 clusters
  Score: Raw -42416619.494551 + Penalty 4152.723691 = -42412466.770860
  nChanged 14
		SP:Iteration 56Q (80762.930000 sec): 3 clusters
  Score: Raw -42416622.565350 + Penalty 4152.723691 = -42412469.841659
  nChanged 16
		SP:Iteration 57Q (80764.420000 sec): 3 clusters
  Score: Raw -42416626.535259 + Penalty 4152.723691 = -42412473.811568
  nChanged 20
		SP:Iteration 58Q (80765.840000 sec): 3 clusters
  Score: Raw -42416630.988757 + Penalty 4152.723691 = -42412478.265065
  nChanged 13
		SP:Iteration 59Q (80767.330000 sec): 3 clusters
  Score: Raw -42416633.362383 + Penalty 4152.723691 = -42412480.638691
  nChanged 15
		SP:Iteration 60F (80768.990000 sec): 3 clusters
  Score: Raw -42416635.193984 + Penalty 4152.723691 = -42412482.470293
  nChanged 12
		SP:Iteration 61Q (80770.400000 sec): 3 clusters
  Score: Raw -42416637.413516 + Penalty 4152.723691 = -42412484.689825
  nChanged 12
		SP:Iteration 62Q (80771.860000 sec): 3 clusters
  Score: Raw -42416639.627745 + Penalty 4152.723691 = -42412486.904054
  nChanged 12
		SP:Iteration 63Q (80773.180000 sec): 3 clusters
  Score: Raw -42416642.116538 + Penalty 4152.723691 = -42412489.392846
  nChanged 8
		SP:Iteration 64Q (80774.520000 sec): 3 clusters
  Score: Raw -42416643.637173 + Penalty 4152.723691 = -42412490.913482
  nChanged 4
		SP:Iteration 65Q (80776.030000 sec): 3 clusters
  Score: Raw -42416644.177857 + Penalty 4152.723691 = -42412491.454166
  nChanged 3
		SP:Iteration 66Q (80777.390000 sec): 3 clusters
  Score: Raw -42416644.678579 + Penalty 4152.723691 = -42412491.954888
  nChanged 10
		SP:Iteration 67Q (80778.850000 sec): 3 clusters
  Score: Raw -42416646.684556 + Penalty 4152.723691 = -42412493.960865
  nChanged 11
		SP:Iteration 68Q (80780.260000 sec): 3 clusters
  Score: Raw -42416648.936518 + Penalty 4152.723691 = -42412496.212826
  nChanged 11
		SP:Iteration 69Q (80781.620000 sec): 3 clusters
  Score: Raw -42416651.394739 + Penalty 4152.723691 = -42412498.671048
  nChanged 12
		SP:Iteration 70Q (80782.930000 sec): 3 clusters
  Score: Raw -42416653.258655 + Penalty 4152.723691 = -42412500.534964
  nChanged 17
		SP:Iteration 71Q (80784.240000 sec): 3 clusters
  Score: Raw -42416656.571927 + Penalty 4152.723691 = -42412503.848236
  nChanged 8
		SP:Iteration 72Q (80785.520000 sec): 3 clusters
  Score: Raw -42416658.001577 + Penalty 4152.723691 = -42412505.277886
  nChanged 6
		SP:Iteration 73Q (80786.720000 sec): 3 clusters
  Score: Raw -42416658.933956 + Penalty 4152.723691 = -42412506.210265
  nChanged 8
		SP:Iteration 74Q (80788.070000 sec): 3 clusters
  Score: Raw -42416660.045661 + Penalty 4152.723691 = -42412507.321970
  nChanged 7
		SP:Iteration 75Q (80789.440000 sec): 3 clusters
  Score: Raw -42416661.181479 + Penalty 4152.723691 = -42412508.457788
  nChanged 5
		SP:Iteration 76Q (80790.810000 sec): 3 clusters
  Score: Raw -42416661.842320 + Penalty 4152.723691 = -42412509.118628
  nChanged 4
		SP:Iteration 77Q (80792.340000 sec): 3 clusters
  Score: Raw -42416662.386266 + Penalty 4152.723691 = -42412509.662575
  nChanged 4
		SP:Iteration 78Q (80793.810000 sec): 3 clusters
  Score: Raw -42416663.043892 + Penalty 4152.723691 = -42412510.320201
  nChanged 5
		SP:Iteration 79Q (80795.240000 sec): 3 clusters
  Score: Raw -42416663.722227 + Penalty 4152.723691 = -42412510.998536
  nChanged 3
		SP:Iteration 80F (80796.890000 sec): 3 clusters
  Score: Raw -42416664.205968 + Penalty 4152.723691 = -42412511.482277
  nChanged 6
		SP:Iteration 81Q (80798.280000 sec): 3 clusters
  Score: Raw -42416665.196414 + Penalty 4152.723691 = -42412512.472723
  nChanged 7
		SP:Iteration 82Q (80799.640000 sec): 3 clusters
  Score: Raw -42416666.581724 + Penalty 4152.723691 = -42412513.858033
  nChanged 3
		SP:Iteration 83Q (80801.090000 sec): 3 clusters
  Score: Raw -42416667.267658 + Penalty 4152.723691 = -42412514.543967
  nChanged 6
		SP:Iteration 84Q (80802.480000 sec): 3 clusters
  Score: Raw -42416668.192355 + Penalty 4152.723691 = -42412515.468664
  nChanged 3
		SP:Iteration 85Q (80803.870000 sec): 3 clusters
  Score: Raw -42416668.625528 + Penalty 4152.723691 = -42412515.901837
  nChanged 2
		SP:Iteration 86Q (80805.220000 sec): 3 clusters
  Score: Raw -42416668.789505 + Penalty 4152.723691 = -42412516.065814
  nChanged 0
		SP:Iteration 87F (80806.800000 sec): 3 clusters
  Score: Raw -42416668.789505 + Penalty 4152.723691 = -42412516.065814
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (11028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80807.080000 sec): 2 clusters
  Score: Raw -1321748.153132 + Penalty 1512.581325 = -1320235.571807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80807.370000 sec): 3 clusters
  Score: Raw -1315491.201522 + Penalty 3025.162651 = -1312466.038872
  nChanged 4768
		SP:Iteration 1F (80807.600000 sec): 3 clusters
  Score: Raw -1318089.021802 + Penalty 3025.162651 = -1315063.859151
  nChanged 676
		SP:Iteration 2F (80807.820000 sec): 3 clusters
  Score: Raw -1318418.331062 + Penalty 3025.162651 = -1315393.168411
  nChanged 651
		SP:Iteration 3F (80808.060000 sec): 3 clusters
  Score: Raw -1318750.889178 + Penalty 3025.162651 = -1315725.726527
  nChanged 598
		SP:Iteration 4F (80808.260000 sec): 3 clusters
  Score: Raw -1319079.699348 + Penalty 3025.162651 = -1316054.536697
  nChanged 583
		SP:Iteration 5F (80808.450000 sec): 3 clusters
  Score: Raw -1319420.035060 + Penalty 3025.162651 = -1316394.872409
  nChanged 552
		SP:Iteration 6F (80808.640000 sec): 3 clusters
  Score: Raw -1319732.404389 + Penalty 3025.162651 = -1316707.241738
  nChanged 492
		SP:Iteration 7Q (80808.840000 sec): 3 clusters
  Score: Raw -1320029.502603 + Penalty 3025.162651 = -1317004.339952
  nChanged 450
		SP:Iteration 8Q (80809.060000 sec): 3 clusters
  Score: Raw -1320285.516364 + Penalty 3025.162651 = -1317260.353713
  nChanged 401
		SP:Iteration 9Q (80809.270000 sec): 3 clusters
  Score: Raw -1320510.816433 + Penalty 3025.162651 = -1317485.653782
  nChanged 335
		SP:Iteration 10Q (80809.480000 sec): 3 clusters
  Score: Raw -1320720.403498 + Penalty 3025.162651 = -1317695.240847
  nChanged 336
		SP:Iteration 11Q (80809.730000 sec): 3 clusters
  Score: Raw -1320938.633071 + Penalty 3025.162651 = -1317913.470420
  nChanged 283
		SP:Iteration 12Q (80809.960000 sec): 3 clusters
  Score: Raw -1321087.371526 + Penalty 3025.162651 = -1318062.208875
  nChanged 212
		SP:Iteration 13Q (80810.200000 sec): 3 clusters
  Score: Raw -1321192.438224 + Penalty 3025.162651 = -1318167.275573
  nChanged 175
		SP:Iteration 14Q (80810.400000 sec): 3 clusters
  Score: Raw -1321273.189785 + Penalty 3025.162651 = -1318248.027134
  nChanged 139
		SP:Iteration 15Q (80810.640000 sec): 3 clusters
  Score: Raw -1321330.580950 + Penalty 3025.162651 = -1318305.418299
  nChanged 112
		SP:Iteration 16Q (80810.870000 sec): 3 clusters
  Score: Raw -1321370.097007 + Penalty 3025.162651 = -1318344.934356
  nChanged 106
		SP:Iteration 17Q (80811.160000 sec): 3 clusters
  Score: Raw -1321409.109636 + Penalty 3025.162651 = -1318383.946985
  nChanged 95
		SP:Iteration 18Q (80811.420000 sec): 3 clusters
  Score: Raw -1321438.808025 + Penalty 3025.162651 = -1318413.645374
  nChanged 74
		SP:Iteration 19Q (80811.610000 sec): 3 clusters
  Score: Raw -1321461.145965 + Penalty 3025.162651 = -1318435.983314
  nChanged 67
		SP:Iteration 20F (80811.890000 sec): 3 clusters
  Score: Raw -1321484.713712 + Penalty 3025.162651 = -1318459.551061
  nChanged 79
		SP:Iteration 21Q (80812.080000 sec): 3 clusters
  Score: Raw -1321512.268196 + Penalty 3025.162651 = -1318487.105545
  nChanged 82
		SP:Iteration 22Q (80812.320000 sec): 3 clusters
  Score: Raw -1321539.535950 + Penalty 3025.162651 = -1318514.373299
  nChanged 71
		SP:Iteration 23Q (80812.550000 sec): 3 clusters
  Score: Raw -1321561.226637 + Penalty 3025.162651 = -1318536.063986
  nChanged 54
		SP:Iteration 24Q (80812.780000 sec): 3 clusters
  Score: Raw -1321576.018787 + Penalty 3025.162651 = -1318550.856136
  nChanged 48
		SP:Iteration 25Q (80813.020000 sec): 3 clusters
  Score: Raw -1321588.410417 + Penalty 3025.162651 = -1318563.247766
  nChanged 56
		SP:Iteration 26Q (80813.270000 sec): 3 clusters
  Score: Raw -1321603.206065 + Penalty 3025.162651 = -1318578.043414
  nChanged 47
		SP:Iteration 27Q (80813.500000 sec): 3 clusters
  Score: Raw -1321615.646611 + Penalty 3025.162651 = -1318590.483960
  nChanged 38
		SP:Iteration 28Q (80813.700000 sec): 3 clusters
  Score: Raw -1321624.828294 + Penalty 3025.162651 = -1318599.665643
  nChanged 39
		SP:Iteration 29Q (80813.920000 sec): 3 clusters
  Score: Raw -1321633.446206 + Penalty 3025.162651 = -1318608.283555
  nChanged 37
		SP:Iteration 30Q (80814.140000 sec): 3 clusters
  Score: Raw -1321643.303644 + Penalty 3025.162651 = -1318618.140993
  nChanged 44
		SP:Iteration 31Q (80814.360000 sec): 3 clusters
  Score: Raw -1321653.812481 + Penalty 3025.162651 = -1318628.649830
  nChanged 33
		SP:Iteration 32Q (80814.580000 sec): 3 clusters
  Score: Raw -1321660.442036 + Penalty 3025.162651 = -1318635.279385
  nChanged 28
		SP:Iteration 33Q (80814.770000 sec): 3 clusters
  Score: Raw -1321667.344433 + Penalty 3025.162651 = -1318642.181782
  nChanged 27
		SP:Iteration 34Q (80814.990000 sec): 3 clusters
  Score: Raw -1321672.896287 + Penalty 3025.162651 = -1318647.733636
  nChanged 30
		SP:Iteration 35Q (80815.240000 sec): 3 clusters
  Score: Raw -1321679.429901 + Penalty 3025.162651 = -1318654.267250
  nChanged 31
		SP:Iteration 36Q (80815.450000 sec): 3 clusters
  Score: Raw -1321685.641618 + Penalty 3025.162651 = -1318660.478967
  nChanged 22
		SP:Iteration 37Q (80815.670000 sec): 3 clusters
  Score: Raw -1321689.282526 + Penalty 3025.162651 = -1318664.119875
  nChanged 23
		SP:Iteration 38Q (80815.910000 sec): 3 clusters
  Score: Raw -1321694.450478 + Penalty 3025.162651 = -1318669.287827
  nChanged 29
		SP:Iteration 39Q (80816.140000 sec): 3 clusters
  Score: Raw -1321702.125576 + Penalty 3025.162651 = -1318676.962925
  nChanged 35
		SP:Iteration 40F (80816.370000 sec): 3 clusters
  Score: Raw -1321711.329289 + Penalty 3025.162651 = -1318686.166638
  nChanged 36
		SP:Iteration 41Q (80816.580000 sec): 3 clusters
  Score: Raw -1321720.437084 + Penalty 3025.162651 = -1318695.274433
  nChanged 29
		SP:Iteration 42Q (80816.800000 sec): 3 clusters
  Score: Raw -1321726.693749 + Penalty 3025.162651 = -1318701.531099
  nChanged 27
		SP:Iteration 43Q (80817.030000 sec): 3 clusters
  Score: Raw -1321733.320526 + Penalty 3025.162651 = -1318708.157875
  nChanged 32
		SP:Iteration 44Q (80817.230000 sec): 3 clusters
  Score: Raw -1321741.721587 + Penalty 3025.162651 = -1318716.558936
  nChanged 24
		SP:Iteration 45Q (80817.440000 sec): 3 clusters
  Score: Raw -1321747.260215 + Penalty 3025.162651 = -1318722.097564
  nChanged 26
		SP:Iteration 46Q (80817.680000 sec): 3 clusters
  Score: Raw -1321753.121053 + Penalty 3025.162651 = -1318727.958402
  nChanged 22
		SP:Iteration 47Q (80817.900000 sec): 3 clusters
  Score: Raw -1321759.111816 + Penalty 3025.162651 = -1318733.949165
  nChanged 24
		SP:Iteration 48Q (80818.140000 sec): 3 clusters
  Score: Raw -1321766.592407 + Penalty 3025.162651 = -1318741.429756
  nChanged 28
		SP:Iteration 49Q (80818.380000 sec): 3 clusters
  Score: Raw -1321774.105639 + Penalty 3025.162651 = -1318748.942988
  nChanged 26
		SP:Iteration 50Q (80818.590000 sec): 3 clusters
  Score: Raw -1321779.682104 + Penalty 3025.162651 = -1318754.519453
  nChanged 25
		SP:Iteration 51Q (80818.780000 sec): 3 clusters
  Score: Raw -1321783.843909 + Penalty 3025.162651 = -1318758.681258
  nChanged 24
		SP:Iteration 52Q (80819.000000 sec): 3 clusters
  Score: Raw -1321789.602963 + Penalty 3025.162651 = -1318764.440312
  nChanged 26
		SP:Iteration 53Q (80819.230000 sec): 3 clusters
  Score: Raw -1321795.446373 + Penalty 3025.162651 = -1318770.283722
  nChanged 11
		SP:Iteration 54Q (80819.440000 sec): 3 clusters
  Score: Raw -1321797.723765 + Penalty 3025.162651 = -1318772.561114
  nChanged 15
		SP:Iteration 55Q (80819.680000 sec): 3 clusters
  Score: Raw -1321801.330895 + Penalty 3025.162651 = -1318776.168244
  nChanged 19
		SP:Iteration 56Q (80819.880000 sec): 3 clusters
  Score: Raw -1321805.840320 + Penalty 3025.162651 = -1318780.677669
  nChanged 17
		SP:Iteration 57Q (80820.090000 sec): 3 clusters
  Score: Raw -1321809.729670 + Penalty 3025.162651 = -1318784.567019
  nChanged 17
		SP:Iteration 58Q (80820.300000 sec): 3 clusters
  Score: Raw -1321813.316671 + Penalty 3025.162651 = -1318788.154020
  nChanged 17
		SP:Iteration 59Q (80820.500000 sec): 3 clusters
  Score: Raw -1321817.380397 + Penalty 3025.162651 = -1318792.217746
  nChanged 18
		SP:Iteration 60F (80820.720000 sec): 3 clusters
  Score: Raw -1321822.596058 + Penalty 3025.162651 = -1318797.433407
  nChanged 22
		SP:Iteration 61Q (80820.930000 sec): 3 clusters
  Score: Raw -1321828.538232 + Penalty 3025.162651 = -1318803.375581
  nChanged 26
		SP:Iteration 62Q (80821.140000 sec): 3 clusters
  Score: Raw -1321834.251994 + Penalty 3025.162651 = -1318809.089343
  nChanged 23
		SP:Iteration 63Q (80821.340000 sec): 3 clusters
  Score: Raw -1321840.000189 + Penalty 3025.162651 = -1318814.837538
  nChanged 21
		SP:Iteration 64Q (80821.590000 sec): 3 clusters
  Score: Raw -1321844.896678 + Penalty 3025.162651 = -1318819.734027
  nChanged 15
		SP:Iteration 65Q (80821.780000 sec): 3 clusters
  Score: Raw -1321849.616293 + Penalty 3025.162651 = -1318824.453642
  nChanged 17
		SP:Iteration 66Q (80821.980000 sec): 3 clusters
  Score: Raw -1321853.620756 + Penalty 3025.162651 = -1318828.458106
  nChanged 14
		SP:Iteration 67Q (80822.240000 sec): 3 clusters
  Score: Raw -1321857.277287 + Penalty 3025.162651 = -1318832.114636
  nChanged 16
		SP:Iteration 68Q (80822.510000 sec): 3 clusters
  Score: Raw -1321862.107560 + Penalty 3025.162651 = -1318836.944909
  nChanged 21
		SP:Iteration 69Q (80822.740000 sec): 3 clusters
  Score: Raw -1321867.792982 + Penalty 3025.162651 = -1318842.630331
  nChanged 16
		SP:Iteration 70Q (80822.910000 sec): 3 clusters
  Score: Raw -1321872.769630 + Penalty 3025.162651 = -1318847.606979
  nChanged 14
		SP:Iteration 71Q (80823.120000 sec): 3 clusters
  Score: Raw -1321876.680984 + Penalty 3025.162651 = -1318851.518333
  nChanged 14
		SP:Iteration 72Q (80823.360000 sec): 3 clusters
  Score: Raw -1321880.449284 + Penalty 3025.162651 = -1318855.286633
  nChanged 17
		SP:Iteration 73Q (80823.630000 sec): 3 clusters
  Score: Raw -1321885.614724 + Penalty 3025.162651 = -1318860.452073
  nChanged 18
		SP:Iteration 74Q (80823.820000 sec): 3 clusters
  Score: Raw -1321890.694980 + Penalty 3025.162651 = -1318865.532329
  nChanged 17
		SP:Iteration 75Q (80824.060000 sec): 3 clusters
  Score: Raw -1321895.709394 + Penalty 3025.162651 = -1318870.546743
  nChanged 18
		SP:Iteration 76Q (80824.310000 sec): 3 clusters
  Score: Raw -1321899.979743 + Penalty 3025.162651 = -1318874.817092
  nChanged 7
		SP:Iteration 77Q (80824.520000 sec): 3 clusters
  Score: Raw -1321902.295419 + Penalty 3025.162651 = -1318877.132768
  nChanged 6
		SP:Iteration 78Q (80824.740000 sec): 3 clusters
  Score: Raw -1321904.180246 + Penalty 3025.162651 = -1318879.017595
  nChanged 10
		SP:Iteration 79Q (80824.970000 sec): 3 clusters
  Score: Raw -1321905.802037 + Penalty 3025.162651 = -1318880.639386
  nChanged 5
		SP:Iteration 80F (80825.170000 sec): 3 clusters
  Score: Raw -1321906.698311 + Penalty 3025.162651 = -1318881.535660
  nChanged 1
		SP:Iteration 81Q (80825.340000 sec): 3 clusters
  Score: Raw -1321906.909446 + Penalty 3025.162651 = -1318881.746795
  nChanged 0
		SP:Iteration 82F (80825.580000 sec): 3 clusters
  Score: Raw -1321906.909446 + Penalty 3025.162651 = -1318881.746795
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80825.670000 sec): 2 clusters
  Score: Raw -987082.000157 + Penalty 1449.671765 = -985632.328392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80825.890000 sec): 3 clusters
  Score: Raw -982999.136607 + Penalty 2899.343531 = -980099.793076
  nChanged 3078
		SP:Iteration 1F (80826.140000 sec): 3 clusters
  Score: Raw -984632.455803 + Penalty 2899.343531 = -981733.112272
  nChanged 416
		SP:Iteration 2F (80826.310000 sec): 3 clusters
  Score: Raw -984817.848420 + Penalty 2899.343531 = -981918.504889
  nChanged 367
		SP:Iteration 3Q (80826.490000 sec): 3 clusters
  Score: Raw -984968.370008 + Penalty 2899.343531 = -982069.026477
  nChanged 303
		SP:Iteration 4Q (80826.740000 sec): 3 clusters
  Score: Raw -985091.571330 + Penalty 2899.343531 = -982192.227799
  nChanged 255
		SP:Iteration 5Q (80826.940000 sec): 3 clusters
  Score: Raw -985189.141995 + Penalty 2899.343531 = -982289.798464
  nChanged 233
		SP:Iteration 6Q (80827.170000 sec): 3 clusters
  Score: Raw -985294.926924 + Penalty 2899.343531 = -982395.583393
  nChanged 236
		SP:Iteration 7Q (80827.400000 sec): 3 clusters
  Score: Raw -985420.083320 + Penalty 2899.343531 = -982520.739789
  nChanged 287
		SP:Iteration 8Q (80827.590000 sec): 3 clusters
  Score: Raw -985581.819740 + Penalty 2899.343531 = -982682.476209
  nChanged 291
		SP:Iteration 9Q (80827.760000 sec): 3 clusters
  Score: Raw -985765.085484 + Penalty 2899.343531 = -982865.741953
  nChanged 348
		SP:Iteration 10Q (80827.940000 sec): 3 clusters
  Score: Raw -986009.562831 + Penalty 2899.343531 = -983110.219300
  nChanged 357
		SP:Iteration 11Q (80828.170000 sec): 3 clusters
  Score: Raw -986286.079451 + Penalty 2899.343531 = -983386.735920
  nChanged 310
		SP:Iteration 12Q (80828.410000 sec): 3 clusters
  Score: Raw -986550.935052 + Penalty 2899.343531 = -983651.591521
  nChanged 245
		SP:Iteration 13Q (80828.590000 sec): 3 clusters
  Score: Raw -986769.156540 + Penalty 2899.343531 = -983869.813009
  nChanged 176
		SP:Iteration 14Q (80828.790000 sec): 3 clusters
  Score: Raw -986934.551028 + Penalty 2899.343531 = -984035.207497
  nChanged 115
		SP:Iteration 15Q (80828.970000 sec): 3 clusters
  Score: Raw -987025.632143 + Penalty 2899.343531 = -984126.288612
  nChanged 65
		SP:Iteration 16Q (80829.190000 sec): 3 clusters
  Score: Raw -987088.739833 + Penalty 2899.343531 = -984189.396302
  nChanged 50
		SP:Iteration 17Q (80829.380000 sec): 3 clusters
  Score: Raw -987136.892289 + Penalty 2899.343531 = -984237.548758
  nChanged 35
		SP:Iteration 18Q (80829.590000 sec): 3 clusters
  Score: Raw -987173.188441 + Penalty 2899.343531 = -984273.844910
  nChanged 31
		SP:Iteration 19Q (80829.800000 sec): 3 clusters
  Score: Raw -987200.346612 + Penalty 2899.343531 = -984301.003082
  nChanged 21
		SP:Iteration 20F (80829.980000 sec): 3 clusters
  Score: Raw -987223.780946 + Penalty 2899.343531 = -984324.437415
  nChanged 14
		SP:Iteration 21Q (80830.160000 sec): 3 clusters
  Score: Raw -987238.207169 + Penalty 2899.343531 = -984338.863638
  nChanged 5
		SP:Iteration 22Q (80830.370000 sec): 3 clusters
  Score: Raw -987243.135951 + Penalty 2899.343531 = -984343.792420
  nChanged 6
		SP:Iteration 23Q (80830.570000 sec): 3 clusters
  Score: Raw -987248.848958 + Penalty 2899.343531 = -984349.505427
  nChanged 4
		SP:Iteration 24Q (80830.760000 sec): 3 clusters
  Score: Raw -987252.549519 + Penalty 2899.343531 = -984353.205988
  nChanged 5
		SP:Iteration 25Q (80830.940000 sec): 3 clusters
  Score: Raw -987256.261169 + Penalty 2899.343531 = -984356.917638
  nChanged 1
		SP:Iteration 26Q (80831.160000 sec): 3 clusters
  Score: Raw -987256.691778 + Penalty 2899.343531 = -984357.348247
  nChanged 1
		SP:Iteration 27Q (80831.370000 sec): 3 clusters
  Score: Raw -987257.719009 + Penalty 2899.343531 = -984358.375478
  nChanged 2
		SP:Iteration 28Q (80831.550000 sec): 3 clusters
  Score: Raw -987259.736191 + Penalty 2899.343531 = -984360.392660
  nChanged 2
		SP:Iteration 29Q (80831.730000 sec): 3 clusters
  Score: Raw -987262.190349 + Penalty 2899.343531 = -984362.846818
  nChanged 3
		SP:Iteration 30Q (80831.910000 sec): 3 clusters
  Score: Raw -987265.315242 + Penalty 2899.343531 = -984365.971711
  nChanged 5
		SP:Iteration 31Q (80832.120000 sec): 3 clusters
  Score: Raw -987270.402466 + Penalty 2899.343531 = -984371.058935
  nChanged 6
		SP:Iteration 32Q (80832.300000 sec): 3 clusters
  Score: Raw -987277.967599 + Penalty 2899.343531 = -984378.624068
  nChanged 5
		SP:Iteration 33Q (80832.520000 sec): 3 clusters
  Score: Raw -987282.659222 + Penalty 2899.343531 = -984383.315691
  nChanged 3
		SP:Iteration 34Q (80832.710000 sec): 3 clusters
  Score: Raw -987285.241573 + Penalty 2899.343531 = -984385.898042
  nChanged 1
		SP:Iteration 35Q (80832.880000 sec): 3 clusters
  Score: Raw -987286.229154 + Penalty 2899.343531 = -984386.885623
  nChanged 1
		SP:Iteration 36Q (80833.100000 sec): 3 clusters
  Score: Raw -987287.146631 + Penalty 2899.343531 = -984387.803100
  nChanged 2
		SP:Iteration 37Q (80833.290000 sec): 3 clusters
  Score: Raw -987290.602783 + Penalty 2899.343531 = -984391.259252
  nChanged 1
		SP:Iteration 38Q (80833.450000 sec): 3 clusters
  Score: Raw -987291.072225 + Penalty 2899.343531 = -984391.728694
  nChanged 1
		SP:Iteration 39Q (80833.640000 sec): 3 clusters
  Score: Raw -987291.772561 + Penalty 2899.343531 = -984392.429030
  nChanged 0
		SP:Iteration 40F (80833.830000 sec): 3 clusters
  Score: Raw -987291.772561 + Penalty 2899.343531 = -984392.429030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80833.950000 sec): 2 clusters
  Score: Raw -1071803.606000 + Penalty 1478.199386 = -1070325.406614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80834.180000 sec): 3 clusters
  Score: Raw -1066815.126462 + Penalty 2956.398772 = -1063858.727690
  nChanged 3799
		SP:Iteration 1F (80834.410000 sec): 3 clusters
  Score: Raw -1069049.430943 + Penalty 2956.398772 = -1066093.032171
  nChanged 584
		SP:Iteration 2F (80834.610000 sec): 3 clusters
  Score: Raw -1069360.107355 + Penalty 2956.398772 = -1066403.708583
  nChanged 468
		SP:Iteration 3F (80834.820000 sec): 3 clusters
  Score: Raw -1069592.323032 + Penalty 2956.398772 = -1066635.924260
  nChanged 394
		SP:Iteration 4Q (80835.010000 sec): 3 clusters
  Score: Raw -1069780.236293 + Penalty 2956.398772 = -1066823.837521
  nChanged 369
		SP:Iteration 5Q (80835.230000 sec): 3 clusters
  Score: Raw -1069967.774733 + Penalty 2956.398772 = -1067011.375961
  nChanged 358
		SP:Iteration 6Q (80835.400000 sec): 3 clusters
  Score: Raw -1070126.753825 + Penalty 2956.398772 = -1067170.355052
  nChanged 327
		SP:Iteration 7Q (80835.630000 sec): 3 clusters
  Score: Raw -1070282.234446 + Penalty 2956.398772 = -1067325.835674
  nChanged 315
		SP:Iteration 8Q (80835.800000 sec): 3 clusters
  Score: Raw -1070420.497593 + Penalty 2956.398772 = -1067464.098821
  nChanged 313
		SP:Iteration 9Q (80835.980000 sec): 3 clusters
  Score: Raw -1070580.200270 + Penalty 2956.398772 = -1067623.801498
  nChanged 323
		SP:Iteration 10Q (80836.200000 sec): 3 clusters
  Score: Raw -1070740.392872 + Penalty 2956.398772 = -1067783.994100
  nChanged 310
		SP:Iteration 11Q (80836.440000 sec): 3 clusters
  Score: Raw -1070906.402806 + Penalty 2956.398772 = -1067950.004034
  nChanged 306
		SP:Iteration 12Q (80836.620000 sec): 3 clusters
  Score: Raw -1071113.889650 + Penalty 2956.398772 = -1068157.490878
  nChanged 320
		SP:Iteration 13Q (80836.830000 sec): 3 clusters
  Score: Raw -1071318.807345 + Penalty 2956.398772 = -1068362.408573
  nChanged 239
		SP:Iteration 14Q (80837.020000 sec): 3 clusters
  Score: Raw -1071442.398318 + Penalty 2956.398772 = -1068485.999546
  nChanged 173
		SP:Iteration 15Q (80837.220000 sec): 3 clusters
  Score: Raw -1071524.400372 + Penalty 2956.398772 = -1068568.001600
  nChanged 142
		SP:Iteration 16Q (80837.480000 sec): 3 clusters
  Score: Raw -1071583.899709 + Penalty 2956.398772 = -1068627.500937
  nChanged 112
		SP:Iteration 17Q (80837.660000 sec): 3 clusters
  Score: Raw -1071622.543959 + Penalty 2956.398772 = -1068666.145187
  nChanged 107
		SP:Iteration 18Q (80837.840000 sec): 3 clusters
  Score: Raw -1071659.191968 + Penalty 2956.398772 = -1068702.793196
  nChanged 110
		SP:Iteration 19Q (80838.070000 sec): 3 clusters
  Score: Raw -1071699.851992 + Penalty 2956.398772 = -1068743.453220
  nChanged 98
		SP:Iteration 20F (80838.270000 sec): 3 clusters
  Score: Raw -1071733.375965 + Penalty 2956.398772 = -1068776.977193
  nChanged 109
		SP:Iteration 21Q (80838.460000 sec): 3 clusters
  Score: Raw -1071775.198751 + Penalty 2956.398772 = -1068818.799979
  nChanged 117
		SP:Iteration 22Q (80838.680000 sec): 3 clusters
  Score: Raw -1071821.663577 + Penalty 2956.398772 = -1068865.264805
  nChanged 122
		SP:Iteration 23Q (80838.860000 sec): 3 clusters
  Score: Raw -1071868.135295 + Penalty 2956.398772 = -1068911.736522
  nChanged 115
		SP:Iteration 24Q (80839.080000 sec): 3 clusters
  Score: Raw -1071912.507578 + Penalty 2956.398772 = -1068956.108806
  nChanged 110
		SP:Iteration 25Q (80839.280000 sec): 3 clusters
  Score: Raw -1071956.632890 + Penalty 2956.398772 = -1069000.234117
  nChanged 92
		SP:Iteration 26Q (80839.470000 sec): 3 clusters
  Score: Raw -1071985.989305 + Penalty 2956.398772 = -1069029.590533
  nChanged 77
		SP:Iteration 27Q (80839.680000 sec): 3 clusters
  Score: Raw -1072008.287739 + Penalty 2956.398772 = -1069051.888967
  nChanged 68
		SP:Iteration 28Q (80839.880000 sec): 3 clusters
  Score: Raw -1072027.392195 + Penalty 2956.398772 = -1069070.993423
  nChanged 63
		SP:Iteration 29Q (80840.110000 sec): 3 clusters
  Score: Raw -1072046.093873 + Penalty 2956.398772 = -1069089.695101
  nChanged 54
		SP:Iteration 30Q (80840.290000 sec): 3 clusters
  Score: Raw -1072062.548661 + Penalty 2956.398772 = -1069106.149889
  nChanged 58
		SP:Iteration 31Q (80840.480000 sec): 3 clusters
  Score: Raw -1072079.356912 + Penalty 2956.398772 = -1069122.958139
  nChanged 48
		SP:Iteration 32Q (80840.700000 sec): 3 clusters
  Score: Raw -1072089.988247 + Penalty 2956.398772 = -1069133.589475
  nChanged 24
		SP:Iteration 33Q (80840.880000 sec): 3 clusters
  Score: Raw -1072096.523550 + Penalty 2956.398772 = -1069140.124778
  nChanged 37
		SP:Iteration 34Q (80841.090000 sec): 3 clusters
  Score: Raw -1072107.247694 + Penalty 2956.398772 = -1069150.848922
  nChanged 36
		SP:Iteration 35Q (80841.300000 sec): 3 clusters
  Score: Raw -1072117.246936 + Penalty 2956.398772 = -1069160.848164
  nChanged 35
		SP:Iteration 36Q (80841.510000 sec): 3 clusters
  Score: Raw -1072124.877052 + Penalty 2956.398772 = -1069168.478280
  nChanged 27
		SP:Iteration 37Q (80841.690000 sec): 3 clusters
  Score: Raw -1072131.123486 + Penalty 2956.398772 = -1069174.724714
  nChanged 23
		SP:Iteration 38Q (80841.900000 sec): 3 clusters
  Score: Raw -1072137.439908 + Penalty 2956.398772 = -1069181.041136
  nChanged 22
		SP:Iteration 39Q (80842.080000 sec): 3 clusters
  Score: Raw -1072143.503768 + Penalty 2956.398772 = -1069187.104995
  nChanged 36
		SP:Iteration 40F (80842.310000 sec): 3 clusters
  Score: Raw -1072155.487227 + Penalty 2956.398772 = -1069199.088455
  nChanged 38
		SP:Iteration 41Q (80842.500000 sec): 3 clusters
  Score: Raw -1072165.735075 + Penalty 2956.398772 = -1069209.336303
  nChanged 30
		SP:Iteration 42Q (80842.720000 sec): 3 clusters
  Score: Raw -1072172.866995 + Penalty 2956.398772 = -1069216.468223
  nChanged 32
		SP:Iteration 43Q (80842.890000 sec): 3 clusters
  Score: Raw -1072180.304802 + Penalty 2956.398772 = -1069223.906030
  nChanged 28
		SP:Iteration 44Q (80843.080000 sec): 3 clusters
  Score: Raw -1072186.409064 + Penalty 2956.398772 = -1069230.010291
  nChanged 29
		SP:Iteration 45Q (80843.250000 sec): 3 clusters
  Score: Raw -1072192.966743 + Penalty 2956.398772 = -1069236.567971
  nChanged 27
		SP:Iteration 46Q (80843.440000 sec): 3 clusters
  Score: Raw -1072200.527831 + Penalty 2956.398772 = -1069244.129059
  nChanged 25
		SP:Iteration 47Q (80843.670000 sec): 3 clusters
  Score: Raw -1072207.689708 + Penalty 2956.398772 = -1069251.290936
  nChanged 23
		SP:Iteration 48Q (80843.880000 sec): 3 clusters
  Score: Raw -1072213.807737 + Penalty 2956.398772 = -1069257.408965
  nChanged 25
		SP:Iteration 49Q (80844.090000 sec): 3 clusters
  Score: Raw -1072220.115362 + Penalty 2956.398772 = -1069263.716590
  nChanged 20
		SP:Iteration 50Q (80844.320000 sec): 3 clusters
  Score: Raw -1072224.036721 + Penalty 2956.398772 = -1069267.637949
  nChanged 15
		SP:Iteration 51Q (80844.480000 sec): 3 clusters
  Score: Raw -1072227.396773 + Penalty 2956.398772 = -1069270.998001
  nChanged 19
		SP:Iteration 52Q (80844.670000 sec): 3 clusters
  Score: Raw -1072231.476236 + Penalty 2956.398772 = -1069275.077463
  nChanged 15
		SP:Iteration 53Q (80844.900000 sec): 3 clusters
  Score: Raw -1072234.434898 + Penalty 2956.398772 = -1069278.036126
  nChanged 11
		SP:Iteration 54Q (80845.120000 sec): 3 clusters
  Score: Raw -1072236.647839 + Penalty 2956.398772 = -1069280.249067
  nChanged 7
		SP:Iteration 55Q (80845.300000 sec): 3 clusters
  Score: Raw -1072238.243378 + Penalty 2956.398772 = -1069281.844606
  nChanged 7
		SP:Iteration 56Q (80845.520000 sec): 3 clusters
  Score: Raw -1072239.499294 + Penalty 2956.398772 = -1069283.100521
  nChanged 5
		SP:Iteration 57Q (80845.700000 sec): 3 clusters
  Score: Raw -1072240.237574 + Penalty 2956.398772 = -1069283.838802
  nChanged 10
		SP:Iteration 58Q (80845.940000 sec): 3 clusters
  Score: Raw -1072241.651495 + Penalty 2956.398772 = -1069285.252723
  nChanged 13
		SP:Iteration 59Q (80846.120000 sec): 3 clusters
  Score: Raw -1072244.331765 + Penalty 2956.398772 = -1069287.932993
  nChanged 9
		SP:Iteration 60F (80846.310000 sec): 3 clusters
  Score: Raw -1072246.095368 + Penalty 2956.398772 = -1069289.696596
  nChanged 4
		SP:Iteration 61Q (80846.520000 sec): 3 clusters
  Score: Raw -1072247.174266 + Penalty 2956.398772 = -1069290.775494
  nChanged 8
		SP:Iteration 62Q (80846.700000 sec): 3 clusters
  Score: Raw -1072248.760530 + Penalty 2956.398772 = -1069292.361758
  nChanged 6
		SP:Iteration 63Q (80846.910000 sec): 3 clusters
  Score: Raw -1072250.044062 + Penalty 2956.398772 = -1069293.645290
  nChanged 9
		SP:Iteration 64Q (80847.160000 sec): 3 clusters
  Score: Raw -1072252.174077 + Penalty 2956.398772 = -1069295.775305
  nChanged 8
		SP:Iteration 65Q (80847.360000 sec): 3 clusters
  Score: Raw -1072253.410356 + Penalty 2956.398772 = -1069297.011584
  nChanged 7
		SP:Iteration 66Q (80847.540000 sec): 3 clusters
  Score: Raw -1072254.651844 + Penalty 2956.398772 = -1069298.253072
  nChanged 6
		SP:Iteration 67Q (80847.790000 sec): 3 clusters
  Score: Raw -1072255.906921 + Penalty 2956.398772 = -1069299.508149
  nChanged 4
		SP:Iteration 68Q (80847.970000 sec): 3 clusters
  Score: Raw -1072256.391485 + Penalty 2956.398772 = -1069299.992713
  nChanged 3
		SP:Iteration 69Q (80848.170000 sec): 3 clusters
  Score: Raw -1072256.994999 + Penalty 2956.398772 = -1069300.596227
  nChanged 2
		SP:Iteration 70Q (80848.390000 sec): 3 clusters
  Score: Raw -1072257.456247 + Penalty 2956.398772 = -1069301.057475
  nChanged 1
		SP:Iteration 71Q (80848.650000 sec): 3 clusters
  Score: Raw -1072257.612898 + Penalty 2956.398772 = -1069301.214126
  nChanged 2
		SP:Iteration 72Q (80848.870000 sec): 3 clusters
  Score: Raw -1072257.849498 + Penalty 2956.398772 = -1069301.450726
  nChanged 0
		SP:Iteration 73F (80849.070000 sec): 3 clusters
  Score: Raw -1072257.849498 + Penalty 2956.398772 = -1069301.450726
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (1971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80849.210000 sec): 2 clusters
  Score: Raw -217645.441212 + Penalty 1232.773150 = -216412.668062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80849.370000 sec): 3 clusters
  Score: Raw -216823.270362 + Penalty 2465.546300 = -214357.724062
  nChanged 701
		SP:Iteration 1F (80849.570000 sec): 3 clusters
  Score: Raw -217335.785677 + Penalty 2465.546300 = -214870.239377
  nChanged 167
		SP:Iteration 2F (80849.720000 sec): 3 clusters
  Score: Raw -217509.891453 + Penalty 2465.546300 = -215044.345153
  nChanged 128
		SP:Iteration 3F (80849.880000 sec): 3 clusters
  Score: Raw -217636.360975 + Penalty 2465.546300 = -215170.814675
  nChanged 101
		SP:Iteration 4F (80850.120000 sec): 3 clusters
  Score: Raw -217745.732699 + Penalty 2465.546300 = -215280.186400
  nChanged 87
		SP:Iteration 5Q (80850.300000 sec): 3 clusters
  Score: Raw -217836.787989 + Penalty 2465.546300 = -215371.241689
  nChanged 74
		SP:Iteration 6Q (80850.460000 sec): 3 clusters
  Score: Raw -217912.956226 + Penalty 2465.546300 = -215447.409926
  nChanged 67
		SP:Iteration 7Q (80850.630000 sec): 3 clusters
  Score: Raw -217980.997534 + Penalty 2465.546300 = -215515.451234
  nChanged 65
		SP:Iteration 8Q (80850.820000 sec): 3 clusters
  Score: Raw -218053.907887 + Penalty 2465.546300 = -215588.361587
  nChanged 60
		SP:Iteration 9Q (80851.010000 sec): 3 clusters
  Score: Raw -218107.471673 + Penalty 2465.546300 = -215641.925373
  nChanged 42
		SP:Iteration 10Q (80851.200000 sec): 3 clusters
  Score: Raw -218145.265680 + Penalty 2465.546300 = -215679.719381
  nChanged 33
		SP:Iteration 11Q (80851.400000 sec): 3 clusters
  Score: Raw -218174.312322 + Penalty 2465.546300 = -215708.766022
  nChanged 25
		SP:Iteration 12Q (80851.550000 sec): 3 clusters
  Score: Raw -218193.413127 + Penalty 2465.546300 = -215727.866827
  nChanged 18
		SP:Iteration 13Q (80851.740000 sec): 3 clusters
  Score: Raw -218209.058222 + Penalty 2465.546300 = -215743.511923
  nChanged 20
		SP:Iteration 14Q (80851.940000 sec): 3 clusters
  Score: Raw -218220.427968 + Penalty 2465.546300 = -215754.881668
  nChanged 11
		SP:Iteration 15Q (80852.100000 sec): 3 clusters
  Score: Raw -218226.305351 + Penalty 2465.546300 = -215760.759051
  nChanged 7
		SP:Iteration 16Q (80852.280000 sec): 3 clusters
  Score: Raw -218230.139354 + Penalty 2465.546300 = -215764.593054
  nChanged 6
		SP:Iteration 17Q (80852.470000 sec): 3 clusters
  Score: Raw -218233.362278 + Penalty 2465.546300 = -215767.815978
  nChanged 4
		SP:Iteration 18Q (80852.640000 sec): 3 clusters
  Score: Raw -218237.976606 + Penalty 2465.546300 = -215772.430307
  nChanged 5
		SP:Iteration 19Q (80852.790000 sec): 3 clusters
  Score: Raw -218240.176024 + Penalty 2465.546300 = -215774.629724
  nChanged 4
		SP:Iteration 20F (80852.990000 sec): 3 clusters
  Score: Raw -218243.668205 + Penalty 2465.546300 = -215778.121905
  nChanged 7
		SP:Iteration 21Q (80853.140000 sec): 3 clusters
  Score: Raw -218247.291746 + Penalty 2465.546300 = -215781.745446
  nChanged 6
		SP:Iteration 22Q (80853.280000 sec): 3 clusters
  Score: Raw -218252.894881 + Penalty 2465.546300 = -215787.348581
  nChanged 4
		SP:Iteration 23Q (80853.460000 sec): 3 clusters
  Score: Raw -218254.666452 + Penalty 2465.546300 = -215789.120152
  nChanged 2
		SP:Iteration 24Q (80853.610000 sec): 3 clusters
  Score: Raw -218255.320383 + Penalty 2465.546300 = -215789.774083
  nChanged 1
		SP:Iteration 25Q (80853.790000 sec): 3 clusters
  Score: Raw -218256.103813 + Penalty 2465.546300 = -215790.557513
  nChanged 1
		SP:Iteration 26Q (80853.920000 sec): 3 clusters
  Score: Raw -218256.390223 + Penalty 2465.546300 = -215790.843923
  nChanged 2
		SP:Iteration 27Q (80854.110000 sec): 3 clusters
  Score: Raw -218257.070338 + Penalty 2465.546300 = -215791.524038
  nChanged 3
		SP:Iteration 28Q (80854.240000 sec): 3 clusters
  Score: Raw -218258.290749 + Penalty 2465.546300 = -215792.744449
  nChanged 1
		SP:Iteration 29Q (80854.370000 sec): 3 clusters
  Score: Raw -218258.459614 + Penalty 2465.546300 = -215792.913314
  nChanged 0
		SP:Iteration 30F (80854.560000 sec): 3 clusters
  Score: Raw -218258.459614 + Penalty 2465.546300 = -215792.913314
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80854.630000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80854.780000 sec): 3 clusters
  Score: Raw -71940.311430 + Penalty 2084.906512 = -69855.404918
  nChanged 141
		SP:Iteration 1F (80855.010000 sec): 3 clusters
  Score: Raw -72099.450284 + Penalty 2084.906512 = -70014.543772
  nChanged 30
		SP:Iteration 2Q (80855.170000 sec): 3 clusters
  Score: Raw -72176.519888 + Penalty 2084.906512 = -70091.613376
  nChanged 22
		SP:Iteration 3Q (80855.340000 sec): 3 clusters
  Score: Raw -72267.882767 + Penalty 2084.906512 = -70182.976255
  nChanged 31
		SP:Iteration 4F (80855.490000 sec): 3 clusters
  Score: Raw -72323.959450 + Penalty 2084.906512 = -70239.052939
  nChanged 23
		SP:Iteration 5Q (80855.650000 sec): 3 clusters
  Score: Raw -72366.279889 + Penalty 2084.906512 = -70281.373377
  nChanged 17
		SP:Iteration 6Q (80855.870000 sec): 3 clusters
  Score: Raw -72399.475470 + Penalty 2084.906512 = -70314.568958
  nChanged 16
		SP:Iteration 7Q (80856.060000 sec): 3 clusters
  Score: Raw -72432.523144 + Penalty 2084.906512 = -70347.616632
  nChanged 22
		SP:Iteration 8Q (80856.220000 sec): 3 clusters
  Score: Raw -72500.491780 + Penalty 2084.906512 = -70415.585269
  nChanged 21
		SP:Iteration 9Q (80856.350000 sec): 3 clusters
  Score: Raw -72593.899146 + Penalty 2084.906512 = -70508.992635
  nChanged 21
		SP:Iteration 10Q (80856.550000 sec): 3 clusters
  Score: Raw -72740.909146 + Penalty 2084.906512 = -70656.002634
  nChanged 22
		SP:Iteration 11Q (80856.710000 sec): 3 clusters
  Score: Raw -72794.144813 + Penalty 2084.906512 = -70709.238301
  nChanged 14
		SP:Iteration 12Q (80856.870000 sec): 3 clusters
  Score: Raw -72824.882583 + Penalty 2084.906512 = -70739.976071
  nChanged 10
		SP:Iteration 13Q (80857.070000 sec): 3 clusters
  Score: Raw -72857.875436 + Penalty 2084.906512 = -70772.968924
  nChanged 8
		SP:Iteration 14Q (80857.280000 sec): 3 clusters
  Score: Raw -72878.956350 + Penalty 2084.906512 = -70794.049838
  nChanged 4
		SP:Iteration 15Q (80857.460000 sec): 3 clusters
  Score: Raw -72885.902363 + Penalty 2084.906512 = -70800.995851
  nChanged 2
		SP:Iteration 16Q (80857.640000 sec): 3 clusters
  Score: Raw -72887.913119 + Penalty 2084.906512 = -70803.006607
  nChanged 1
		SP:Iteration 17Q (80857.860000 sec): 3 clusters
  Score: Raw -72889.364917 + Penalty 2084.906512 = -70804.458406
  nChanged 0
		SP:Iteration 18F (80858.030000 sec): 3 clusters
  Score: Raw -72889.364917 + Penalty 2084.906512 = -70804.458406
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (8006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80858.150000 sec): 2 clusters
  Score: Raw -929406.082811 + Penalty 1460.541313 = -927945.541498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80858.400000 sec): 3 clusters
  Score: Raw -925008.973685 + Penalty 2921.082625 = -922087.891060
  nChanged 3363
		SP:Iteration 1F (80858.630000 sec): 3 clusters
  Score: Raw -926911.924787 + Penalty 2921.082625 = -923990.842161
  nChanged 598
		SP:Iteration 2F (80858.870000 sec): 3 clusters
  Score: Raw -927238.366543 + Penalty 2921.082625 = -924317.283917
  nChanged 468
		SP:Iteration 3F (80859.140000 sec): 3 clusters
  Score: Raw -927499.932845 + Penalty 2921.082625 = -924578.850219
  nChanged 445
		SP:Iteration 4F (80859.340000 sec): 3 clusters
  Score: Raw -927756.820969 + Penalty 2921.082625 = -924835.738344
  nChanged 448
		SP:Iteration 5F (80859.600000 sec): 3 clusters
  Score: Raw -928040.633056 + Penalty 2921.082625 = -925119.550430
  nChanged 427
		SP:Iteration 6F (80859.820000 sec): 3 clusters
  Score: Raw -928336.912802 + Penalty 2921.082625 = -925415.830177
  nChanged 403
		SP:Iteration 7F (80860.040000 sec): 3 clusters
  Score: Raw -928649.763805 + Penalty 2921.082625 = -925728.681179
  nChanged 370
		SP:Iteration 8Q (80860.220000 sec): 3 clusters
  Score: Raw -928927.632543 + Penalty 2921.082625 = -926006.549917
  nChanged 296
		SP:Iteration 9Q (80860.430000 sec): 3 clusters
  Score: Raw -929156.112157 + Penalty 2921.082625 = -926235.029531
  nChanged 247
		SP:Iteration 10Q (80860.690000 sec): 3 clusters
  Score: Raw -929339.832389 + Penalty 2921.082625 = -926418.749764
  nChanged 213
		SP:Iteration 11Q (80860.920000 sec): 3 clusters
  Score: Raw -929503.103336 + Penalty 2921.082625 = -926582.020710
  nChanged 196
		SP:Iteration 12Q (80861.190000 sec): 3 clusters
  Score: Raw -929653.479452 + Penalty 2921.082625 = -926732.396826
  nChanged 179
		SP:Iteration 13Q (80861.360000 sec): 3 clusters
  Score: Raw -929765.139353 + Penalty 2921.082625 = -926844.056727
  nChanged 131
		SP:Iteration 14Q (80861.560000 sec): 3 clusters
  Score: Raw -929834.059414 + Penalty 2921.082625 = -926912.976788
  nChanged 106
		SP:Iteration 15Q (80861.820000 sec): 3 clusters
  Score: Raw -929882.123612 + Penalty 2921.082625 = -926961.040987
  nChanged 74
		SP:Iteration 16Q (80862.050000 sec): 3 clusters
  Score: Raw -929910.862266 + Penalty 2921.082625 = -926989.779641
  nChanged 69
		SP:Iteration 17Q (80862.210000 sec): 3 clusters
  Score: Raw -929937.278279 + Penalty 2921.082625 = -927016.195654
  nChanged 64
		SP:Iteration 18Q (80862.400000 sec): 3 clusters
  Score: Raw -929961.680665 + Penalty 2921.082625 = -927040.598040
  nChanged 43
		SP:Iteration 19Q (80862.600000 sec): 3 clusters
  Score: Raw -929974.734881 + Penalty 2921.082625 = -927053.652256
  nChanged 30
		SP:Iteration 20F (80862.860000 sec): 3 clusters
  Score: Raw -929983.570048 + Penalty 2921.082625 = -927062.487423
  nChanged 23
		SP:Iteration 21Q (80863.020000 sec): 3 clusters
  Score: Raw -929990.285556 + Penalty 2921.082625 = -927069.202931
  nChanged 23
		SP:Iteration 22Q (80863.240000 sec): 3 clusters
  Score: Raw -929997.157062 + Penalty 2921.082625 = -927076.074437
  nChanged 21
		SP:Iteration 23Q (80863.460000 sec): 3 clusters
  Score: Raw -930003.849072 + Penalty 2921.082625 = -927082.766446
  nChanged 31
		SP:Iteration 24Q (80863.690000 sec): 3 clusters
  Score: Raw -930012.045330 + Penalty 2921.082625 = -927090.962704
  nChanged 21
		SP:Iteration 25Q (80863.900000 sec): 3 clusters
  Score: Raw -930017.161621 + Penalty 2921.082625 = -927096.078995
  nChanged 10
		SP:Iteration 26Q (80864.070000 sec): 3 clusters
  Score: Raw -930019.267070 + Penalty 2921.082625 = -927098.184445
  nChanged 10
		SP:Iteration 27Q (80864.270000 sec): 3 clusters
  Score: Raw -930021.607178 + Penalty 2921.082625 = -927100.524552
  nChanged 10
		SP:Iteration 28Q (80864.490000 sec): 3 clusters
  Score: Raw -930024.063157 + Penalty 2921.082625 = -927102.980532
  nChanged 5
		SP:Iteration 29Q (80864.670000 sec): 3 clusters
  Score: Raw -930024.843218 + Penalty 2921.082625 = -927103.760592
  nChanged 4
		SP:Iteration 30Q (80864.830000 sec): 3 clusters
  Score: Raw -930025.473289 + Penalty 2921.082625 = -927104.390663
  nChanged 2
		SP:Iteration 31Q (80865.050000 sec): 3 clusters
  Score: Raw -930025.858053 + Penalty 2921.082625 = -927104.775427
  nChanged 0
		SP:Iteration 32F (80865.250000 sec): 3 clusters
  Score: Raw -930025.858053 + Penalty 2921.082625 = -927104.775427
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80865.390000 sec): 2 clusters
  Score: Raw -734959.124478 + Penalty 1422.602400 = -733536.522078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80865.570000 sec): 3 clusters
  Score: Raw -731508.501563 + Penalty 2845.204800 = -728663.296763
  nChanged 2642
		SP:Iteration 1F (80865.790000 sec): 3 clusters
  Score: Raw -732969.412876 + Penalty 2845.204800 = -730124.208076
  nChanged 408
		SP:Iteration 2F (80866.030000 sec): 3 clusters
  Score: Raw -733157.391734 + Penalty 2845.204800 = -730312.186934
  nChanged 332
		SP:Iteration 3F (80866.240000 sec): 3 clusters
  Score: Raw -733318.875832 + Penalty 2845.204800 = -730473.671032
  nChanged 277
		SP:Iteration 4Q (80866.470000 sec): 3 clusters
  Score: Raw -733468.782214 + Penalty 2845.204800 = -730623.577414
  nChanged 280
		SP:Iteration 5Q (80866.640000 sec): 3 clusters
  Score: Raw -733615.912788 + Penalty 2845.204800 = -730770.707988
  nChanged 241
		SP:Iteration 6Q (80866.840000 sec): 3 clusters
  Score: Raw -733752.683686 + Penalty 2845.204800 = -730907.478886
  nChanged 236
		SP:Iteration 7Q (80867.020000 sec): 3 clusters
  Score: Raw -733907.943247 + Penalty 2845.204800 = -731062.738448
  nChanged 256
		SP:Iteration 8Q (80867.240000 sec): 3 clusters
  Score: Raw -734089.909545 + Penalty 2845.204800 = -731244.704745
  nChanged 264
		SP:Iteration 9Q (80867.430000 sec): 3 clusters
  Score: Raw -734293.576993 + Penalty 2845.204800 = -731448.372193
  nChanged 269
		SP:Iteration 10Q (80867.610000 sec): 3 clusters
  Score: Raw -734497.310158 + Penalty 2845.204800 = -731652.105359
  nChanged 263
		SP:Iteration 11Q (80867.820000 sec): 3 clusters
  Score: Raw -734671.545929 + Penalty 2845.204800 = -731826.341129
  nChanged 200
		SP:Iteration 12Q (80868.020000 sec): 3 clusters
  Score: Raw -734794.104517 + Penalty 2845.204800 = -731948.899717
  nChanged 188
		SP:Iteration 13Q (80868.210000 sec): 3 clusters
  Score: Raw -734930.992894 + Penalty 2845.204800 = -732085.788094
  nChanged 177
		SP:Iteration 14Q (80868.410000 sec): 3 clusters
  Score: Raw -735051.269105 + Penalty 2845.204800 = -732206.064306
  nChanged 142
		SP:Iteration 15Q (80868.630000 sec): 3 clusters
  Score: Raw -735142.616130 + Penalty 2845.204800 = -732297.411331
  nChanged 118
		SP:Iteration 16Q (80868.810000 sec): 3 clusters
  Score: Raw -735222.622993 + Penalty 2845.204800 = -732377.418193
  nChanged 96
		SP:Iteration 17Q (80868.960000 sec): 3 clusters
  Score: Raw -735271.323333 + Penalty 2845.204800 = -732426.118534
  nChanged 74
		SP:Iteration 18Q (80869.140000 sec): 3 clusters
  Score: Raw -735307.210304 + Penalty 2845.204800 = -732462.005505
  nChanged 66
		SP:Iteration 19Q (80869.310000 sec): 3 clusters
  Score: Raw -735340.529964 + Penalty 2845.204800 = -732495.325164
  nChanged 43
		SP:Iteration 20F (80869.530000 sec): 3 clusters
  Score: Raw -735366.697117 + Penalty 2845.204800 = -732521.492318
  nChanged 48
		SP:Iteration 21Q (80869.730000 sec): 3 clusters
  Score: Raw -735390.642565 + Penalty 2845.204800 = -732545.437765
  nChanged 44
		SP:Iteration 22Q (80869.920000 sec): 3 clusters
  Score: Raw -735410.648433 + Penalty 2845.204800 = -732565.443633
  nChanged 34
		SP:Iteration 23Q (80870.140000 sec): 3 clusters
  Score: Raw -735427.797020 + Penalty 2845.204800 = -732582.592221
  nChanged 34
		SP:Iteration 24Q (80870.370000 sec): 3 clusters
  Score: Raw -735445.179335 + Penalty 2845.204800 = -732599.974535
  nChanged 43
		SP:Iteration 25Q (80870.550000 sec): 3 clusters
  Score: Raw -735471.917194 + Penalty 2845.204800 = -732626.712395
  nChanged 51
		SP:Iteration 26Q (80870.760000 sec): 3 clusters
  Score: Raw -735500.135794 + Penalty 2845.204800 = -732654.930994
  nChanged 40
		SP:Iteration 27Q (80870.960000 sec): 3 clusters
  Score: Raw -735521.557503 + Penalty 2845.204800 = -732676.352704
  nChanged 39
		SP:Iteration 28Q (80871.180000 sec): 3 clusters
  Score: Raw -735540.423445 + Penalty 2845.204800 = -732695.218645
  nChanged 34
		SP:Iteration 29Q (80871.380000 sec): 3 clusters
  Score: Raw -735552.302677 + Penalty 2845.204800 = -732707.097877
  nChanged 19
		SP:Iteration 30Q (80871.570000 sec): 3 clusters
  Score: Raw -735558.861367 + Penalty 2845.204800 = -732713.656568
  nChanged 18
		SP:Iteration 31Q (80871.800000 sec): 3 clusters
  Score: Raw -735563.239438 + Penalty 2845.204800 = -732718.034638
  nChanged 14
		SP:Iteration 32Q (80871.970000 sec): 3 clusters
  Score: Raw -735567.838846 + Penalty 2845.204800 = -732722.634047
  nChanged 16
		SP:Iteration 33Q (80872.190000 sec): 3 clusters
  Score: Raw -735571.173895 + Penalty 2845.204800 = -732725.969095
  nChanged 13
		SP:Iteration 34Q (80872.400000 sec): 3 clusters
  Score: Raw -735573.635186 + Penalty 2845.204800 = -732728.430386
  nChanged 14
		SP:Iteration 35Q (80872.630000 sec): 3 clusters
  Score: Raw -735575.945700 + Penalty 2845.204800 = -732730.740900
  nChanged 11
		SP:Iteration 36Q (80872.780000 sec): 3 clusters
  Score: Raw -735578.458556 + Penalty 2845.204800 = -732733.253756
  nChanged 10
		SP:Iteration 37Q (80873.000000 sec): 3 clusters
  Score: Raw -735581.384746 + Penalty 2845.204800 = -732736.179946
  nChanged 11
		SP:Iteration 38Q (80873.230000 sec): 3 clusters
  Score: Raw -735583.597788 + Penalty 2845.204800 = -732738.392988
  nChanged 6
		SP:Iteration 39Q (80873.400000 sec): 3 clusters
  Score: Raw -735584.954261 + Penalty 2845.204800 = -732739.749462
  nChanged 5
		SP:Iteration 40F (80873.610000 sec): 3 clusters
  Score: Raw -735586.089642 + Penalty 2845.204800 = -732740.884842
  nChanged 5
		SP:Iteration 41Q (80873.790000 sec): 3 clusters
  Score: Raw -735587.459860 + Penalty 2845.204800 = -732742.255061
  nChanged 9
		SP:Iteration 42Q (80874.000000 sec): 3 clusters
  Score: Raw -735589.091852 + Penalty 2845.204800 = -732743.887053
  nChanged 4
		SP:Iteration 43Q (80874.220000 sec): 3 clusters
  Score: Raw -735589.839233 + Penalty 2845.204800 = -732744.634433
  nChanged 3
		SP:Iteration 44Q (80874.390000 sec): 3 clusters
  Score: Raw -735590.232961 + Penalty 2845.204800 = -732745.028162
  nChanged 3
		SP:Iteration 45Q (80874.590000 sec): 3 clusters
  Score: Raw -735590.665369 + Penalty 2845.204800 = -732745.460569
  nChanged 0
		SP:Iteration 46F (80874.770000 sec): 3 clusters
  Score: Raw -735590.665369 + Penalty 2845.204800 = -732745.460569
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80874.960000 sec): 2 clusters
  Score: Raw -1839589.696192 + Penalty 1574.753255 = -1838014.942938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80875.220000 sec): 3 clusters
  Score: Raw -1830084.907728 + Penalty 3149.506509 = -1826935.401218
  nChanged 7200
		SP:Iteration 1F (80875.480000 sec): 3 clusters
  Score: Raw -1834223.379540 + Penalty 3149.506509 = -1831073.873031
  nChanged 1197
		SP:Iteration 2F (80875.650000 sec): 3 clusters
  Score: Raw -1834951.224242 + Penalty 3149.506509 = -1831801.717732
  nChanged 1237
		SP:Iteration 3F (80875.900000 sec): 3 clusters
  Score: Raw -1835860.570948 + Penalty 3149.506509 = -1832711.064439
  nChanged 1253
		SP:Iteration 4F (80876.110000 sec): 3 clusters
  Score: Raw -1836890.576432 + Penalty 3149.506509 = -1833741.069923
  nChanged 1146
		SP:Iteration 5F (80876.360000 sec): 3 clusters
  Score: Raw -1837813.025416 + Penalty 3149.506509 = -1834663.518907
  nChanged 896
		SP:Iteration 6F (80876.570000 sec): 3 clusters
  Score: Raw -1838510.532063 + Penalty 3149.506509 = -1835361.025554
  nChanged 661
		SP:Iteration 7Q (80876.840000 sec): 3 clusters
  Score: Raw -1839053.016101 + Penalty 3149.506509 = -1835903.509591
  nChanged 472
		SP:Iteration 8Q (80877.100000 sec): 3 clusters
  Score: Raw -1839415.967869 + Penalty 3149.506509 = -1836266.461360
  nChanged 325
		SP:Iteration 9Q (80877.350000 sec): 3 clusters
  Score: Raw -1839651.449610 + Penalty 3149.506509 = -1836501.943101
  nChanged 272
		SP:Iteration 10Q (80877.610000 sec): 3 clusters
  Score: Raw -1839818.680220 + Penalty 3149.506509 = -1836669.173711
  nChanged 207
		SP:Iteration 11Q (80877.870000 sec): 3 clusters
  Score: Raw -1839954.467012 + Penalty 3149.506509 = -1836804.960503
  nChanged 188
		SP:Iteration 12Q (80878.140000 sec): 3 clusters
  Score: Raw -1840065.191106 + Penalty 3149.506509 = -1836915.684597
  nChanged 135
		SP:Iteration 13Q (80878.350000 sec): 3 clusters
  Score: Raw -1840133.711161 + Penalty 3149.506509 = -1836984.204652
  nChanged 95
		SP:Iteration 14Q (80878.580000 sec): 3 clusters
  Score: Raw -1840180.550311 + Penalty 3149.506509 = -1837031.043802
  nChanged 72
		SP:Iteration 15Q (80878.830000 sec): 3 clusters
  Score: Raw -1840210.748806 + Penalty 3149.506509 = -1837061.242296
  nChanged 71
		SP:Iteration 16Q (80879.050000 sec): 3 clusters
  Score: Raw -1840245.636684 + Penalty 3149.506509 = -1837096.130175
  nChanged 56
		SP:Iteration 17Q (80879.260000 sec): 3 clusters
  Score: Raw -1840277.101627 + Penalty 3149.506509 = -1837127.595118
  nChanged 61
		SP:Iteration 18Q (80879.440000 sec): 3 clusters
  Score: Raw -1840301.978808 + Penalty 3149.506509 = -1837152.472299
  nChanged 45
		SP:Iteration 19Q (80879.690000 sec): 3 clusters
  Score: Raw -1840319.976404 + Penalty 3149.506509 = -1837170.469895
  nChanged 42
		SP:Iteration 20F (80879.980000 sec): 3 clusters
  Score: Raw -1840336.596417 + Penalty 3149.506509 = -1837187.089907
  nChanged 44
		SP:Iteration 21Q (80880.200000 sec): 3 clusters
  Score: Raw -1840353.931496 + Penalty 3149.506509 = -1837204.424987
  nChanged 47
		SP:Iteration 22Q (80880.480000 sec): 3 clusters
  Score: Raw -1840378.396436 + Penalty 3149.506509 = -1837228.889927
  nChanged 40
		SP:Iteration 23Q (80880.760000 sec): 3 clusters
  Score: Raw -1840398.617719 + Penalty 3149.506509 = -1837249.111210
  nChanged 27
		SP:Iteration 24Q (80880.970000 sec): 3 clusters
  Score: Raw -1840406.693192 + Penalty 3149.506509 = -1837257.186683
  nChanged 27
		SP:Iteration 25Q (80881.270000 sec): 3 clusters
  Score: Raw -1840415.889584 + Penalty 3149.506509 = -1837266.383075
  nChanged 26
		SP:Iteration 26Q (80881.470000 sec): 3 clusters
  Score: Raw -1840422.725891 + Penalty 3149.506509 = -1837273.219382
  nChanged 25
		SP:Iteration 27Q (80881.740000 sec): 3 clusters
  Score: Raw -1840429.525310 + Penalty 3149.506509 = -1837280.018801
  nChanged 14
		SP:Iteration 28Q (80881.990000 sec): 3 clusters
  Score: Raw -1840433.192612 + Penalty 3149.506509 = -1837283.686103
  nChanged 9
		SP:Iteration 29Q (80882.210000 sec): 3 clusters
  Score: Raw -1840435.519889 + Penalty 3149.506509 = -1837286.013379
  nChanged 11
		SP:Iteration 30Q (80882.460000 sec): 3 clusters
  Score: Raw -1840439.235486 + Penalty 3149.506509 = -1837289.728977
  nChanged 10
		SP:Iteration 31Q (80882.710000 sec): 3 clusters
  Score: Raw -1840441.776755 + Penalty 3149.506509 = -1837292.270245
  nChanged 6
		SP:Iteration 32Q (80882.930000 sec): 3 clusters
  Score: Raw -1840442.719499 + Penalty 3149.506509 = -1837293.212990
  nChanged 9
		SP:Iteration 33Q (80883.220000 sec): 3 clusters
  Score: Raw -1840444.993749 + Penalty 3149.506509 = -1837295.487240
  nChanged 10
		SP:Iteration 34Q (80883.490000 sec): 3 clusters
  Score: Raw -1840446.643339 + Penalty 3149.506509 = -1837297.136830
  nChanged 3
		SP:Iteration 35Q (80883.730000 sec): 3 clusters
  Score: Raw -1840447.158618 + Penalty 3149.506509 = -1837297.652109
  nChanged 3
		SP:Iteration 36Q (80884.010000 sec): 3 clusters
  Score: Raw -1840447.811309 + Penalty 3149.506509 = -1837298.304800
  nChanged 2
		SP:Iteration 37Q (80884.270000 sec): 3 clusters
  Score: Raw -1840448.025894 + Penalty 3149.506509 = -1837298.519385
  nChanged 0
		SP:Iteration 38F (80884.530000 sec): 3 clusters
  Score: Raw -1840448.025894 + Penalty 3149.506509 = -1837298.519385
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (15757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80884.650000 sec): 2 clusters
  Score: Raw -1802088.230325 + Penalty 1570.568998 = -1800517.661327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80884.890000 sec): 3 clusters
  Score: Raw -1792643.427471 + Penalty 3141.137997 = -1789502.289474
  nChanged 7083
		SP:Iteration 1F (80885.140000 sec): 3 clusters
  Score: Raw -1796624.672887 + Penalty 3141.137997 = -1793483.534890
  nChanged 1050
		SP:Iteration 2F (80885.390000 sec): 3 clusters
  Score: Raw -1797164.602558 + Penalty 3141.137997 = -1794023.464561
  nChanged 973
		SP:Iteration 3F (80885.650000 sec): 3 clusters
  Score: Raw -1797683.683907 + Penalty 3141.137997 = -1794542.545911
  nChanged 885
		SP:Iteration 4F (80885.940000 sec): 3 clusters
  Score: Raw -1798170.433528 + Penalty 3141.137997 = -1795029.295532
  nChanged 847
		SP:Iteration 5F (80886.190000 sec): 3 clusters
  Score: Raw -1798687.699920 + Penalty 3141.137997 = -1795546.561923
  nChanged 834
		SP:Iteration 6F (80886.460000 sec): 3 clusters
  Score: Raw -1799218.254444 + Penalty 3141.137997 = -1796077.116448
  nChanged 809
		SP:Iteration 7F (80886.710000 sec): 3 clusters
  Score: Raw -1799768.851978 + Penalty 3141.137997 = -1796627.713981
  nChanged 704
		SP:Iteration 8Q (80886.980000 sec): 3 clusters
  Score: Raw -1800258.505468 + Penalty 3141.137997 = -1797117.367472
  nChanged 599
		SP:Iteration 9Q (80887.230000 sec): 3 clusters
  Score: Raw -1800660.653373 + Penalty 3141.137997 = -1797519.515376
  nChanged 502
		SP:Iteration 10Q (80887.480000 sec): 3 clusters
  Score: Raw -1801003.512785 + Penalty 3141.137997 = -1797862.374789
  nChanged 428
		SP:Iteration 11Q (80887.740000 sec): 3 clusters
  Score: Raw -1801295.497957 + Penalty 3141.137997 = -1798154.359960
  nChanged 365
		SP:Iteration 12Q (80888.050000 sec): 3 clusters
  Score: Raw -1801536.540396 + Penalty 3141.137997 = -1798395.402400
  nChanged 276
		SP:Iteration 13Q (80888.300000 sec): 3 clusters
  Score: Raw -1801723.127000 + Penalty 3141.137997 = -1798581.989004
  nChanged 239
		SP:Iteration 14Q (80888.510000 sec): 3 clusters
  Score: Raw -1801886.604631 + Penalty 3141.137997 = -1798745.466634
  nChanged 198
		SP:Iteration 15Q (80888.720000 sec): 3 clusters
  Score: Raw -1802041.908895 + Penalty 3141.137997 = -1798900.770899
  nChanged 155
		SP:Iteration 16Q (80888.930000 sec): 3 clusters
  Score: Raw -1802172.982291 + Penalty 3141.137997 = -1799031.844294
  nChanged 121
		SP:Iteration 17Q (80889.250000 sec): 3 clusters
  Score: Raw -1802245.911284 + Penalty 3141.137997 = -1799104.773287
  nChanged 60
		SP:Iteration 18Q (80889.480000 sec): 3 clusters
  Score: Raw -1802275.900894 + Penalty 3141.137997 = -1799134.762897
  nChanged 44
		SP:Iteration 19Q (80889.800000 sec): 3 clusters
  Score: Raw -1802298.697707 + Penalty 3141.137997 = -1799157.559710
  nChanged 43
		SP:Iteration 20F (80890.040000 sec): 3 clusters
  Score: Raw -1802324.530008 + Penalty 3141.137997 = -1799183.392011
  nChanged 40
		SP:Iteration 21Q (80890.270000 sec): 3 clusters
  Score: Raw -1802344.193399 + Penalty 3141.137997 = -1799203.055402
  nChanged 33
		SP:Iteration 22Q (80890.530000 sec): 3 clusters
  Score: Raw -1802361.516701 + Penalty 3141.137997 = -1799220.378704
  nChanged 25
		SP:Iteration 23Q (80890.760000 sec): 3 clusters
  Score: Raw -1802370.964828 + Penalty 3141.137997 = -1799229.826831
  nChanged 18
		SP:Iteration 24Q (80891.010000 sec): 3 clusters
  Score: Raw -1802378.460806 + Penalty 3141.137997 = -1799237.322809
  nChanged 15
		SP:Iteration 25Q (80891.260000 sec): 3 clusters
  Score: Raw -1802384.514346 + Penalty 3141.137997 = -1799243.376349
  nChanged 10
		SP:Iteration 26Q (80891.510000 sec): 3 clusters
  Score: Raw -1802388.113319 + Penalty 3141.137997 = -1799246.975322
  nChanged 8
		SP:Iteration 27Q (80891.720000 sec): 3 clusters
  Score: Raw -1802391.439533 + Penalty 3141.137997 = -1799250.301536
  nChanged 12
		SP:Iteration 28Q (80891.940000 sec): 3 clusters
  Score: Raw -1802395.397846 + Penalty 3141.137997 = -1799254.259849
  nChanged 6
		SP:Iteration 29Q (80892.210000 sec): 3 clusters
  Score: Raw -1802397.742687 + Penalty 3141.137997 = -1799256.604691
  nChanged 3
		SP:Iteration 30Q (80892.410000 sec): 3 clusters
  Score: Raw -1802398.835191 + Penalty 3141.137997 = -1799257.697195
  nChanged 3
		SP:Iteration 31Q (80892.660000 sec): 3 clusters
  Score: Raw -1802400.215219 + Penalty 3141.137997 = -1799259.077222
  nChanged 5
		SP:Iteration 32Q (80892.900000 sec): 3 clusters
  Score: Raw -1802402.507226 + Penalty 3141.137997 = -1799261.369229
  nChanged 6
		SP:Iteration 33Q (80893.170000 sec): 3 clusters
  Score: Raw -1802406.123572 + Penalty 3141.137997 = -1799264.985575
  nChanged 5
		SP:Iteration 34Q (80893.400000 sec): 3 clusters
  Score: Raw -1802409.869818 + Penalty 3141.137997 = -1799268.731821
  nChanged 6
		SP:Iteration 35Q (80893.620000 sec): 3 clusters
  Score: Raw -1802412.987022 + Penalty 3141.137997 = -1799271.849025
  nChanged 3
		SP:Iteration 36Q (80893.840000 sec): 3 clusters
  Score: Raw -1802413.757407 + Penalty 3141.137997 = -1799272.619410
  nChanged 1
		SP:Iteration 37Q (80894.090000 sec): 3 clusters
  Score: Raw -1802413.934233 + Penalty 3141.137997 = -1799272.796236
  nChanged 2
		SP:Iteration 38Q (80894.320000 sec): 3 clusters
  Score: Raw -1802414.926083 + Penalty 3141.137997 = -1799273.788086
  nChanged 3
		SP:Iteration 39Q (80894.570000 sec): 3 clusters
  Score: Raw -1802415.932079 + Penalty 3141.137997 = -1799274.794082
  nChanged 6
		SP:Iteration 40F (80894.810000 sec): 3 clusters
  Score: Raw -1802418.045943 + Penalty 3141.137997 = -1799276.907946
  nChanged 5
		SP:Iteration 41Q (80895.030000 sec): 3 clusters
  Score: Raw -1802419.838714 + Penalty 3141.137997 = -1799278.700718
  nChanged 6
		SP:Iteration 42Q (80895.270000 sec): 3 clusters
  Score: Raw -1802422.776571 + Penalty 3141.137997 = -1799281.638574
  nChanged 5
		SP:Iteration 43Q (80895.490000 sec): 3 clusters
  Score: Raw -1802424.612825 + Penalty 3141.137997 = -1799283.474829
  nChanged 3
		SP:Iteration 44Q (80895.720000 sec): 3 clusters
  Score: Raw -1802425.619574 + Penalty 3141.137997 = -1799284.481577
  nChanged 1
		SP:Iteration 45Q (80895.980000 sec): 3 clusters
  Score: Raw -1802426.236952 + Penalty 3141.137997 = -1799285.098956
  nChanged 2
		SP:Iteration 46Q (80896.190000 sec): 3 clusters
  Score: Raw -1802427.158589 + Penalty 3141.137997 = -1799286.020592
  nChanged 5
		SP:Iteration 47Q (80896.400000 sec): 3 clusters
  Score: Raw -1802429.116308 + Penalty 3141.137997 = -1799287.978312
  nChanged 2
		SP:Iteration 48Q (80896.640000 sec): 3 clusters
  Score: Raw -1802430.313234 + Penalty 3141.137997 = -1799289.175237
  nChanged 3
		SP:Iteration 49Q (80896.820000 sec): 3 clusters
  Score: Raw -1802432.214558 + Penalty 3141.137997 = -1799291.076561
  nChanged 4
		SP:Iteration 50Q (80897.030000 sec): 3 clusters
  Score: Raw -1802434.194033 + Penalty 3141.137997 = -1799293.056036
  nChanged 2
		SP:Iteration 51Q (80897.240000 sec): 3 clusters
  Score: Raw -1802434.867918 + Penalty 3141.137997 = -1799293.729921
  nChanged 2
		SP:Iteration 52Q (80897.490000 sec): 3 clusters
  Score: Raw -1802435.307465 + Penalty 3141.137997 = -1799294.169468
  nChanged 3
		SP:Iteration 53Q (80897.700000 sec): 3 clusters
  Score: Raw -1802436.499822 + Penalty 3141.137997 = -1799295.361825
  nChanged 1
		SP:Iteration 54Q (80897.940000 sec): 3 clusters
  Score: Raw -1802436.654182 + Penalty 3141.137997 = -1799295.516185
  nChanged 1
		SP:Iteration 55Q (80898.200000 sec): 3 clusters
  Score: Raw -1802437.619241 + Penalty 3141.137997 = -1799296.481244
  nChanged 4
		SP:Iteration 56Q (80898.360000 sec): 3 clusters
  Score: Raw -1802440.030487 + Penalty 3141.137997 = -1799298.892490
  nChanged 6
		SP:Iteration 57Q (80898.560000 sec): 3 clusters
  Score: Raw -1802441.987746 + Penalty 3141.137997 = -1799300.849749
  nChanged 5
		SP:Iteration 58Q (80898.790000 sec): 3 clusters
  Score: Raw -1802444.488440 + Penalty 3141.137997 = -1799303.350443
  nChanged 6
		SP:Iteration 59Q (80899.010000 sec): 3 clusters
  Score: Raw -1802449.075855 + Penalty 3141.137997 = -1799307.937858
  nChanged 11
		SP:Iteration 60F (80899.250000 sec): 3 clusters
  Score: Raw -1802455.428114 + Penalty 3141.137997 = -1799314.290117
  nChanged 9
		SP:Iteration 61Q (80899.500000 sec): 3 clusters
  Score: Raw -1802459.992688 + Penalty 3141.137997 = -1799318.854691
  nChanged 7
		SP:Iteration 62Q (80899.700000 sec): 3 clusters
  Score: Raw -1802464.677795 + Penalty 3141.137997 = -1799323.539798
  nChanged 4
		SP:Iteration 63Q (80899.920000 sec): 3 clusters
  Score: Raw -1802467.244351 + Penalty 3141.137997 = -1799326.106354
  nChanged 6
		SP:Iteration 64Q (80900.160000 sec): 3 clusters
  Score: Raw -1802469.639570 + Penalty 3141.137997 = -1799328.501573
  nChanged 4
		SP:Iteration 65Q (80900.380000 sec): 3 clusters
  Score: Raw -1802471.382797 + Penalty 3141.137997 = -1799330.244800
  nChanged 5
		SP:Iteration 66Q (80900.590000 sec): 3 clusters
  Score: Raw -1802473.750907 + Penalty 3141.137997 = -1799332.612910
  nChanged 7
		SP:Iteration 67Q (80900.820000 sec): 3 clusters
  Score: Raw -1802477.774165 + Penalty 3141.137997 = -1799336.636169
  nChanged 6
		SP:Iteration 68Q (80901.020000 sec): 3 clusters
  Score: Raw -1802479.300135 + Penalty 3141.137997 = -1799338.162139
  nChanged 1
		SP:Iteration 69Q (80901.250000 sec): 3 clusters
  Score: Raw -1802479.493786 + Penalty 3141.137997 = -1799338.355789
  nChanged 0
		SP:Iteration 70F (80901.490000 sec): 3 clusters
  Score: Raw -1802479.493786 + Penalty 3141.137997 = -1799338.355789
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80901.730000 sec): 2 clusters
  Score: Raw -3949667.434357 + Penalty 1687.545383 = -3947979.888974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80902.060000 sec): 3 clusters
  Score: Raw -3929733.284695 + Penalty 3375.090766 = -3926358.193929
  nChanged 14878
		SP:Iteration 1F (80902.380000 sec): 3 clusters
  Score: Raw -3938218.677874 + Penalty 3375.090766 = -3934843.587108
  nChanged 1639
		SP:Iteration 2F (80902.720000 sec): 3 clusters
  Score: Raw -3938894.190062 + Penalty 3375.090766 = -3935519.099296
  nChanged 1748
		SP:Iteration 3F (80903.070000 sec): 3 clusters
  Score: Raw -3939685.296964 + Penalty 3375.090766 = -3936310.206198
  nChanged 1911
		SP:Iteration 4F (80903.410000 sec): 3 clusters
  Score: Raw -3940725.531301 + Penalty 3375.090766 = -3937350.440535
  nChanged 2118
		SP:Iteration 5F (80903.750000 sec): 3 clusters
  Score: Raw -3942093.727543 + Penalty 3375.090766 = -3938718.636777
  nChanged 2200
		SP:Iteration 6F (80904.090000 sec): 3 clusters
  Score: Raw -3943646.962217 + Penalty 3375.090766 = -3940271.871451
  nChanged 2088
		SP:Iteration 7F (80904.400000 sec): 3 clusters
  Score: Raw -3945148.738373 + Penalty 3375.090766 = -3941773.647607
  nChanged 1723
		SP:Iteration 8F (80904.780000 sec): 3 clusters
  Score: Raw -3946445.098832 + Penalty 3375.090766 = -3943070.008066
  nChanged 1436
		SP:Iteration 9Q (80905.100000 sec): 3 clusters
  Score: Raw -3947579.159836 + Penalty 3375.090766 = -3944204.069070
  nChanged 1077
		SP:Iteration 10Q (80905.470000 sec): 3 clusters
  Score: Raw -3948346.218643 + Penalty 3375.090766 = -3944971.127878
  nChanged 762
		SP:Iteration 11Q (80905.850000 sec): 3 clusters
  Score: Raw -3948806.527391 + Penalty 3375.090766 = -3945431.436625
  nChanged 507
		SP:Iteration 12Q (80906.170000 sec): 3 clusters
  Score: Raw -3949088.737541 + Penalty 3375.090766 = -3945713.646775
  nChanged 382
		SP:Iteration 13Q (80906.560000 sec): 3 clusters
  Score: Raw -3949283.934687 + Penalty 3375.090766 = -3945908.843921
  nChanged 309
		SP:Iteration 14Q (80906.900000 sec): 3 clusters
  Score: Raw -3949439.106989 + Penalty 3375.090766 = -3946064.016223
  nChanged 279
		SP:Iteration 15Q (80907.230000 sec): 3 clusters
  Score: Raw -3949565.714372 + Penalty 3375.090766 = -3946190.623607
  nChanged 241
		SP:Iteration 16Q (80907.570000 sec): 3 clusters
  Score: Raw -3949653.715511 + Penalty 3375.090766 = -3946278.624745
  nChanged 186
		SP:Iteration 17Q (80907.910000 sec): 3 clusters
  Score: Raw -3949717.177833 + Penalty 3375.090766 = -3946342.087067
  nChanged 176
		SP:Iteration 18Q (80908.190000 sec): 3 clusters
  Score: Raw -3949773.318888 + Penalty 3375.090766 = -3946398.228123
  nChanged 162
		SP:Iteration 19Q (80908.460000 sec): 3 clusters
  Score: Raw -3949827.700861 + Penalty 3375.090766 = -3946452.610095
  nChanged 141
		SP:Iteration 20F (80908.730000 sec): 3 clusters
  Score: Raw -3949868.343519 + Penalty 3375.090766 = -3946493.252753
  nChanged 111
		SP:Iteration 21Q (80909.030000 sec): 3 clusters
  Score: Raw -3949894.189004 + Penalty 3375.090766 = -3946519.098238
  nChanged 102
		SP:Iteration 22Q (80909.320000 sec): 3 clusters
  Score: Raw -3949919.111027 + Penalty 3375.090766 = -3946544.020261
  nChanged 96
		SP:Iteration 23Q (80909.630000 sec): 3 clusters
  Score: Raw -3949940.311172 + Penalty 3375.090766 = -3946565.220406
  nChanged 80
		SP:Iteration 24Q (80909.920000 sec): 3 clusters
  Score: Raw -3949957.501954 + Penalty 3375.090766 = -3946582.411189
  nChanged 68
		SP:Iteration 25Q (80910.230000 sec): 3 clusters
  Score: Raw -3949972.783230 + Penalty 3375.090766 = -3946597.692464
  nChanged 70
		SP:Iteration 26Q (80910.530000 sec): 3 clusters
  Score: Raw -3949989.493733 + Penalty 3375.090766 = -3946614.402967
  nChanged 56
		SP:Iteration 27Q (80910.840000 sec): 3 clusters
  Score: Raw -3950000.570890 + Penalty 3375.090766 = -3946625.480124
  nChanged 56
		SP:Iteration 28Q (80911.120000 sec): 3 clusters
  Score: Raw -3950011.636857 + Penalty 3375.090766 = -3946636.546091
  nChanged 41
		SP:Iteration 29Q (80911.450000 sec): 3 clusters
  Score: Raw -3950018.242332 + Penalty 3375.090766 = -3946643.151566
  nChanged 34
		SP:Iteration 30Q (80911.760000 sec): 3 clusters
  Score: Raw -3950022.727765 + Penalty 3375.090766 = -3946647.636999
  nChanged 30
		SP:Iteration 31Q (80912.050000 sec): 3 clusters
  Score: Raw -3950026.190324 + Penalty 3375.090766 = -3946651.099558
  nChanged 24
		SP:Iteration 32Q (80912.370000 sec): 3 clusters
  Score: Raw -3950029.106385 + Penalty 3375.090766 = -3946654.015619
  nChanged 22
		SP:Iteration 33Q (80912.720000 sec): 3 clusters
  Score: Raw -3950031.873072 + Penalty 3375.090766 = -3946656.782306
  nChanged 22
		SP:Iteration 34Q (80913.060000 sec): 3 clusters
  Score: Raw -3950034.535919 + Penalty 3375.090766 = -3946659.445153
  nChanged 23
		SP:Iteration 35Q (80913.400000 sec): 3 clusters
  Score: Raw -3950037.011624 + Penalty 3375.090766 = -3946661.920858
  nChanged 18
		SP:Iteration 36Q (80913.730000 sec): 3 clusters
  Score: Raw -3950039.229163 + Penalty 3375.090766 = -3946664.138397
  nChanged 24
		SP:Iteration 37Q (80914.070000 sec): 3 clusters
  Score: Raw -3950042.625140 + Penalty 3375.090766 = -3946667.534374
  nChanged 23
		SP:Iteration 38Q (80914.360000 sec): 3 clusters
  Score: Raw -3950045.596207 + Penalty 3375.090766 = -3946670.505441
  nChanged 18
		SP:Iteration 39Q (80914.750000 sec): 3 clusters
  Score: Raw -3950047.768766 + Penalty 3375.090766 = -3946672.678000
  nChanged 19
		SP:Iteration 40F (80915.010000 sec): 3 clusters
  Score: Raw -3950049.494233 + Penalty 3375.090766 = -3946674.403468
  nChanged 17
		SP:Iteration 41Q (80915.360000 sec): 3 clusters
  Score: Raw -3950051.700424 + Penalty 3375.090766 = -3946676.609658
  nChanged 23
		SP:Iteration 42Q (80915.630000 sec): 3 clusters
  Score: Raw -3950054.924973 + Penalty 3375.090766 = -3946679.834207
  nChanged 30
		SP:Iteration 43Q (80915.950000 sec): 3 clusters
  Score: Raw -3950060.031880 + Penalty 3375.090766 = -3946684.941114
  nChanged 24
		SP:Iteration 44Q (80916.270000 sec): 3 clusters
  Score: Raw -3950065.348298 + Penalty 3375.090766 = -3946690.257533
  nChanged 28
		SP:Iteration 45Q (80916.560000 sec): 3 clusters
  Score: Raw -3950072.671085 + Penalty 3375.090766 = -3946697.580320
  nChanged 28
		SP:Iteration 46Q (80916.910000 sec): 3 clusters
  Score: Raw -3950077.887728 + Penalty 3375.090766 = -3946702.796962
  nChanged 31
		SP:Iteration 47Q (80917.220000 sec): 3 clusters
  Score: Raw -3950084.006327 + Penalty 3375.090766 = -3946708.915561
  nChanged 23
		SP:Iteration 48Q (80917.520000 sec): 3 clusters
  Score: Raw -3950087.144428 + Penalty 3375.090766 = -3946712.053662
  nChanged 13
		SP:Iteration 49Q (80917.880000 sec): 3 clusters
  Score: Raw -3950089.275214 + Penalty 3375.090766 = -3946714.184448
  nChanged 15
		SP:Iteration 50Q (80918.210000 sec): 3 clusters
  Score: Raw -3950091.263056 + Penalty 3375.090766 = -3946716.172290
  nChanged 8
		SP:Iteration 51Q (80918.530000 sec): 3 clusters
  Score: Raw -3950092.188543 + Penalty 3375.090766 = -3946717.097777
  nChanged 9
		SP:Iteration 52Q (80918.760000 sec): 3 clusters
  Score: Raw -3950093.234096 + Penalty 3375.090766 = -3946718.143330
  nChanged 7
		SP:Iteration 53Q (80919.110000 sec): 3 clusters
  Score: Raw -3950093.764618 + Penalty 3375.090766 = -3946718.673852
  nChanged 12
		SP:Iteration 54Q (80919.420000 sec): 3 clusters
  Score: Raw -3950095.992613 + Penalty 3375.090766 = -3946720.901847
  nChanged 18
		SP:Iteration 55Q (80919.780000 sec): 3 clusters
  Score: Raw -3950099.086210 + Penalty 3375.090766 = -3946723.995444
  nChanged 14
		SP:Iteration 56Q (80920.140000 sec): 3 clusters
  Score: Raw -3950101.136734 + Penalty 3375.090766 = -3946726.045968
  nChanged 17
		SP:Iteration 57Q (80920.480000 sec): 3 clusters
  Score: Raw -3950102.643938 + Penalty 3375.090766 = -3946727.553172
  nChanged 9
		SP:Iteration 58Q (80920.810000 sec): 3 clusters
  Score: Raw -3950103.769358 + Penalty 3375.090766 = -3946728.678592
  nChanged 9
		SP:Iteration 59Q (80921.170000 sec): 3 clusters
  Score: Raw -3950104.762440 + Penalty 3375.090766 = -3946729.671674
  nChanged 12
		SP:Iteration 60F (80921.420000 sec): 3 clusters
  Score: Raw -3950106.132875 + Penalty 3375.090766 = -3946731.042110
  nChanged 16
		SP:Iteration 61Q (80921.770000 sec): 3 clusters
  Score: Raw -3950107.717222 + Penalty 3375.090766 = -3946732.626456
  nChanged 13
		SP:Iteration 62Q (80922.110000 sec): 3 clusters
  Score: Raw -3950109.094495 + Penalty 3375.090766 = -3946734.003729
  nChanged 12
		SP:Iteration 63Q (80922.470000 sec): 3 clusters
  Score: Raw -3950111.050453 + Penalty 3375.090766 = -3946735.959687
  nChanged 8
		SP:Iteration 64Q (80922.730000 sec): 3 clusters
  Score: Raw -3950111.648029 + Penalty 3375.090766 = -3946736.557264
  nChanged 8
		SP:Iteration 65Q (80923.080000 sec): 3 clusters
  Score: Raw -3950112.629226 + Penalty 3375.090766 = -3946737.538460
  nChanged 5
		SP:Iteration 66Q (80923.490000 sec): 3 clusters
  Score: Raw -3950113.137668 + Penalty 3375.090766 = -3946738.046902
  nChanged 1
		SP:Iteration 67Q (80923.810000 sec): 3 clusters
  Score: Raw -3950113.197047 + Penalty 3375.090766 = -3946738.106282
  nChanged 1
		SP:Iteration 68Q (80924.150000 sec): 3 clusters
  Score: Raw -3950113.253292 + Penalty 3375.090766 = -3946738.162526
  nChanged 1
		SP:Iteration 69Q (80924.450000 sec): 3 clusters
  Score: Raw -3950113.328976 + Penalty 3375.090766 = -3946738.238210
  nChanged 1
		SP:Iteration 70Q (80924.760000 sec): 3 clusters
  Score: Raw -3950113.447539 + Penalty 3375.090766 = -3946738.356773
  nChanged 1
		SP:Iteration 71Q (80925.040000 sec): 3 clusters
  Score: Raw -3950113.563398 + Penalty 3375.090766 = -3946738.472632
  nChanged 0
		SP:Iteration 72F (80925.330000 sec): 3 clusters
  Score: Raw -3950113.563398 + Penalty 3375.090766 = -3946738.472632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80925.480000 sec): 2 clusters
  Score: Raw -140507.396895 + Penalty 1147.048200 = -139360.348696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80925.650000 sec): 3 clusters
  Score: Raw -140102.259039 + Penalty 2294.096400 = -137808.162639
  nChanged 359
		SP:Iteration 1F (80925.830000 sec): 3 clusters
  Score: Raw -140423.035978 + Penalty 2294.096400 = -138128.939578
  nChanged 101
		SP:Iteration 2F (80926.010000 sec): 3 clusters
  Score: Raw -140564.210523 + Penalty 2294.096400 = -138270.114123
  nChanged 79
		SP:Iteration 3F (80926.170000 sec): 3 clusters
  Score: Raw -140682.879763 + Penalty 2294.096400 = -138388.783364
  nChanged 75
		SP:Iteration 4F (80926.310000 sec): 3 clusters
  Score: Raw -140813.079770 + Penalty 2294.096400 = -138518.983370
  nChanged 53
		SP:Iteration 5Q (80926.510000 sec): 3 clusters
  Score: Raw -140905.252625 + Penalty 2294.096400 = -138611.156226
  nChanged 51
		SP:Iteration 6Q (80926.660000 sec): 3 clusters
  Score: Raw -140987.558472 + Penalty 2294.096400 = -138693.462073
  nChanged 46
		SP:Iteration 7Q (80926.810000 sec): 3 clusters
  Score: Raw -141051.190626 + Penalty 2294.096400 = -138757.094227
  nChanged 22
		SP:Iteration 8Q (80926.960000 sec): 3 clusters
  Score: Raw -141078.624800 + Penalty 2294.096400 = -138784.528400
  nChanged 18
		SP:Iteration 9Q (80927.110000 sec): 3 clusters
  Score: Raw -141102.809561 + Penalty 2294.096400 = -138808.713162
  nChanged 20
		SP:Iteration 10Q (80927.260000 sec): 3 clusters
  Score: Raw -141137.762633 + Penalty 2294.096400 = -138843.666234
  nChanged 20
		SP:Iteration 11Q (80927.410000 sec): 3 clusters
  Score: Raw -141177.725534 + Penalty 2294.096400 = -138883.629135
  nChanged 24
		SP:Iteration 12Q (80927.550000 sec): 3 clusters
  Score: Raw -141225.842624 + Penalty 2294.096400 = -138931.746225
  nChanged 24
		SP:Iteration 13Q (80927.700000 sec): 3 clusters
  Score: Raw -141270.340276 + Penalty 2294.096400 = -138976.243877
  nChanged 16
		SP:Iteration 14Q (80927.890000 sec): 3 clusters
  Score: Raw -141295.485502 + Penalty 2294.096400 = -139001.389102
  nChanged 7
		SP:Iteration 15Q (80928.030000 sec): 3 clusters
  Score: Raw -141303.809498 + Penalty 2294.096400 = -139009.713098
  nChanged 2
		SP:Iteration 16Q (80928.170000 sec): 3 clusters
  Score: Raw -141306.737585 + Penalty 2294.096400 = -139012.641185
  nChanged 1
		SP:Iteration 17Q (80928.320000 sec): 3 clusters
  Score: Raw -141307.343176 + Penalty 2294.096400 = -139013.246777
  nChanged 0
		SP:Iteration 18F (80928.460000 sec): 3 clusters
  Score: Raw -141307.343176 + Penalty 2294.096400 = -139013.246777
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (6202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80928.660000 sec): 2 clusters
  Score: Raw -785847.650525 + Penalty 1419.051904 = -784428.598621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80928.820000 sec): 3 clusters
  Score: Raw -782540.613104 + Penalty 2838.103807 = -779702.509297
  nChanged 2520
		SP:Iteration 1F (80929.000000 sec): 3 clusters
  Score: Raw -783827.203534 + Penalty 2838.103807 = -780989.099727
  nChanged 376
		SP:Iteration 2F (80929.160000 sec): 3 clusters
  Score: Raw -783984.805487 + Penalty 2838.103807 = -781146.701680
  nChanged 259
		SP:Iteration 3Q (80929.310000 sec): 3 clusters
  Score: Raw -784072.618992 + Penalty 2838.103807 = -781234.515184
  nChanged 197
		SP:Iteration 4Q (80929.530000 sec): 3 clusters
  Score: Raw -784149.924771 + Penalty 2838.103807 = -781311.820964
  nChanged 195
		SP:Iteration 5Q (80929.770000 sec): 3 clusters
  Score: Raw -784227.006066 + Penalty 2838.103807 = -781388.902259
  nChanged 161
		SP:Iteration 6Q (80929.980000 sec): 3 clusters
  Score: Raw -784289.221609 + Penalty 2838.103807 = -781451.117801
  nChanged 162
		SP:Iteration 7Q (80930.170000 sec): 3 clusters
  Score: Raw -784359.021731 + Penalty 2838.103807 = -781520.917923
  nChanged 206
		SP:Iteration 8Q (80930.420000 sec): 3 clusters
  Score: Raw -784463.357734 + Penalty 2838.103807 = -781625.253927
  nChanged 215
		SP:Iteration 9Q (80930.610000 sec): 3 clusters
  Score: Raw -784572.779711 + Penalty 2838.103807 = -781734.675903
  nChanged 218
		SP:Iteration 10Q (80930.780000 sec): 3 clusters
  Score: Raw -784704.392661 + Penalty 2838.103807 = -781866.288853
  nChanged 259
		SP:Iteration 11Q (80931.010000 sec): 3 clusters
  Score: Raw -784886.134163 + Penalty 2838.103807 = -782048.030356
  nChanged 277
		SP:Iteration 12Q (80931.180000 sec): 3 clusters
  Score: Raw -785093.297900 + Penalty 2838.103807 = -782255.194093
  nChanged 272
		SP:Iteration 13Q (80931.440000 sec): 3 clusters
  Score: Raw -785316.841442 + Penalty 2838.103807 = -782478.737635
  nChanged 240
		SP:Iteration 14Q (80931.680000 sec): 3 clusters
  Score: Raw -785542.810677 + Penalty 2838.103807 = -782704.706869
  nChanged 191
		SP:Iteration 15Q (80931.870000 sec): 3 clusters
  Score: Raw -785711.433111 + Penalty 2838.103807 = -782873.329304
  nChanged 130
		SP:Iteration 16Q (80932.080000 sec): 3 clusters
  Score: Raw -785830.084549 + Penalty 2838.103807 = -782991.980742
  nChanged 74
		SP:Iteration 17Q (80932.320000 sec): 3 clusters
  Score: Raw -785902.494231 + Penalty 2838.103807 = -783064.390423
  nChanged 46
		SP:Iteration 18Q (80932.530000 sec): 3 clusters
  Score: Raw -785947.901207 + Penalty 2838.103807 = -783109.797400
  nChanged 29
		SP:Iteration 19Q (80932.750000 sec): 3 clusters
  Score: Raw -785977.239113 + Penalty 2838.103807 = -783139.135306
  nChanged 22
		SP:Iteration 20F (80932.930000 sec): 3 clusters
  Score: Raw -785998.142295 + Penalty 2838.103807 = -783160.038487
  nChanged 16
		SP:Iteration 21Q (80933.110000 sec): 3 clusters
  Score: Raw -786014.799465 + Penalty 2838.103807 = -783176.695657
  nChanged 6
		SP:Iteration 22Q (80933.290000 sec): 3 clusters
  Score: Raw -786021.595626 + Penalty 2838.103807 = -783183.491819
  nChanged 5
		SP:Iteration 23Q (80933.450000 sec): 3 clusters
  Score: Raw -786024.904142 + Penalty 2838.103807 = -783186.800335
  nChanged 2
		SP:Iteration 24Q (80933.710000 sec): 3 clusters
  Score: Raw -786026.661776 + Penalty 2838.103807 = -783188.557969
  nChanged 1
		SP:Iteration 25Q (80933.890000 sec): 3 clusters
  Score: Raw -786027.252649 + Penalty 2838.103807 = -783189.148842
  nChanged 1
		SP:Iteration 26Q (80934.080000 sec): 3 clusters
  Score: Raw -786028.808966 + Penalty 2838.103807 = -783190.705159
  nChanged 3
		SP:Iteration 27Q (80934.250000 sec): 3 clusters
  Score: Raw -786031.983455 + Penalty 2838.103807 = -783193.879647
  nChanged 0
		SP:Iteration 28F (80934.460000 sec): 3 clusters
  Score: Raw -786031.983455 + Penalty 2838.103807 = -783193.879647
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80934.580000 sec): 2 clusters
  Score: Raw -1319169.331017 + Penalty 1519.786797 = -1317649.544219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80934.820000 sec): 3 clusters
  Score: Raw -1312546.431034 + Penalty 3039.573595 = -1309506.857439
  nChanged 5050
		SP:Iteration 1F (80935.030000 sec): 3 clusters
  Score: Raw -1315338.282911 + Penalty 3039.573595 = -1312298.709316
  nChanged 754
		SP:Iteration 2F (80935.220000 sec): 3 clusters
  Score: Raw -1315725.666056 + Penalty 3039.573595 = -1312686.092462
  nChanged 708
		SP:Iteration 3F (80935.430000 sec): 3 clusters
  Score: Raw -1316097.357072 + Penalty 3039.573595 = -1313057.783478
  nChanged 628
		SP:Iteration 4F (80935.630000 sec): 3 clusters
  Score: Raw -1316441.339401 + Penalty 3039.573595 = -1313401.765806
  nChanged 571
		SP:Iteration 5Q (80935.860000 sec): 3 clusters
  Score: Raw -1316792.653310 + Penalty 3039.573595 = -1313753.079715
  nChanged 562
		SP:Iteration 6Q (80936.100000 sec): 3 clusters
  Score: Raw -1317165.523470 + Penalty 3039.573595 = -1314125.949876
  nChanged 568
		SP:Iteration 7Q (80936.280000 sec): 3 clusters
  Score: Raw -1317587.557542 + Penalty 3039.573595 = -1314547.983947
  nChanged 546
		SP:Iteration 8Q (80936.520000 sec): 3 clusters
  Score: Raw -1318007.868606 + Penalty 3039.573595 = -1314968.295011
  nChanged 492
		SP:Iteration 9Q (80936.760000 sec): 3 clusters
  Score: Raw -1318368.841319 + Penalty 3039.573595 = -1315329.267724
  nChanged 426
		SP:Iteration 10Q (80936.990000 sec): 3 clusters
  Score: Raw -1318686.564790 + Penalty 3039.573595 = -1315646.991195
  nChanged 372
		SP:Iteration 11Q (80937.210000 sec): 3 clusters
  Score: Raw -1318911.837421 + Penalty 3039.573595 = -1315872.263826
  nChanged 260
		SP:Iteration 12Q (80937.440000 sec): 3 clusters
  Score: Raw -1319046.071933 + Penalty 3039.573595 = -1316006.498338
  nChanged 217
		SP:Iteration 13Q (80937.670000 sec): 3 clusters
  Score: Raw -1319145.666488 + Penalty 3039.573595 = -1316106.092893
  nChanged 172
		SP:Iteration 14Q (80937.900000 sec): 3 clusters
  Score: Raw -1319228.233867 + Penalty 3039.573595 = -1316188.660272
  nChanged 151
		SP:Iteration 15Q (80938.140000 sec): 3 clusters
  Score: Raw -1319304.116329 + Penalty 3039.573595 = -1316264.542734
  nChanged 120
		SP:Iteration 16Q (80938.360000 sec): 3 clusters
  Score: Raw -1319362.996958 + Penalty 3039.573595 = -1316323.423363
  nChanged 111
		SP:Iteration 17Q (80938.570000 sec): 3 clusters
  Score: Raw -1319406.100798 + Penalty 3039.573595 = -1316366.527203
  nChanged 88
		SP:Iteration 18Q (80938.780000 sec): 3 clusters
  Score: Raw -1319441.667214 + Penalty 3039.573595 = -1316402.093620
  nChanged 79
		SP:Iteration 19Q (80939.010000 sec): 3 clusters
  Score: Raw -1319466.915999 + Penalty 3039.573595 = -1316427.342404
  nChanged 58
		SP:Iteration 20F (80939.220000 sec): 3 clusters
  Score: Raw -1319486.788369 + Penalty 3039.573595 = -1316447.214774
  nChanged 50
		SP:Iteration 21Q (80939.430000 sec): 3 clusters
  Score: Raw -1319500.136332 + Penalty 3039.573595 = -1316460.562737
  nChanged 46
		SP:Iteration 22Q (80939.680000 sec): 3 clusters
  Score: Raw -1319513.251608 + Penalty 3039.573595 = -1316473.678014
  nChanged 44
		SP:Iteration 23Q (80939.880000 sec): 3 clusters
  Score: Raw -1319525.044563 + Penalty 3039.573595 = -1316485.470969
  nChanged 36
		SP:Iteration 24Q (80940.150000 sec): 3 clusters
  Score: Raw -1319532.715632 + Penalty 3039.573595 = -1316493.142037
  nChanged 27
		SP:Iteration 25Q (80940.360000 sec): 3 clusters
  Score: Raw -1319539.087197 + Penalty 3039.573595 = -1316499.513602
  nChanged 29
		SP:Iteration 26Q (80940.560000 sec): 3 clusters
  Score: Raw -1319544.985009 + Penalty 3039.573595 = -1316505.411414
  nChanged 24
		SP:Iteration 27Q (80940.790000 sec): 3 clusters
  Score: Raw -1319551.834323 + Penalty 3039.573595 = -1316512.260728
  nChanged 30
		SP:Iteration 28Q (80940.990000 sec): 3 clusters
  Score: Raw -1319559.537655 + Penalty 3039.573595 = -1316519.964060
  nChanged 27
		SP:Iteration 29Q (80941.220000 sec): 3 clusters
  Score: Raw -1319566.348250 + Penalty 3039.573595 = -1316526.774655
  nChanged 25
		SP:Iteration 30Q (80941.410000 sec): 3 clusters
  Score: Raw -1319571.553643 + Penalty 3039.573595 = -1316531.980048
  nChanged 28
		SP:Iteration 31Q (80941.620000 sec): 3 clusters
  Score: Raw -1319578.093175 + Penalty 3039.573595 = -1316538.519580
  nChanged 36
		SP:Iteration 32Q (80941.860000 sec): 3 clusters
  Score: Raw -1319586.066336 + Penalty 3039.573595 = -1316546.492741
  nChanged 37
		SP:Iteration 33Q (80942.050000 sec): 3 clusters
  Score: Raw -1319595.423804 + Penalty 3039.573595 = -1316555.850210
  nChanged 30
		SP:Iteration 34Q (80942.250000 sec): 3 clusters
  Score: Raw -1319602.840275 + Penalty 3039.573595 = -1316563.266680
  nChanged 27
		SP:Iteration 35Q (80942.470000 sec): 3 clusters
  Score: Raw -1319609.439699 + Penalty 3039.573595 = -1316569.866105
  nChanged 34
		SP:Iteration 36Q (80942.710000 sec): 3 clusters
  Score: Raw -1319619.552391 + Penalty 3039.573595 = -1316579.978796
  nChanged 35
		SP:Iteration 37Q (80942.980000 sec): 3 clusters
  Score: Raw -1319628.505674 + Penalty 3039.573595 = -1316588.932079
  nChanged 29
		SP:Iteration 38Q (80943.190000 sec): 3 clusters
  Score: Raw -1319633.136092 + Penalty 3039.573595 = -1316593.562498
  nChanged 18
		SP:Iteration 39Q (80943.430000 sec): 3 clusters
  Score: Raw -1319635.897439 + Penalty 3039.573595 = -1316596.323845
  nChanged 15
		SP:Iteration 40F (80943.640000 sec): 3 clusters
  Score: Raw -1319637.650447 + Penalty 3039.573595 = -1316598.076852
  nChanged 14
		SP:Iteration 41Q (80943.880000 sec): 3 clusters
  Score: Raw -1319639.751624 + Penalty 3039.573595 = -1316600.178030
  nChanged 18
		SP:Iteration 42Q (80944.110000 sec): 3 clusters
  Score: Raw -1319643.549194 + Penalty 3039.573595 = -1316603.975599
  nChanged 22
		SP:Iteration 43Q (80944.300000 sec): 3 clusters
  Score: Raw -1319647.270637 + Penalty 3039.573595 = -1316607.697042
  nChanged 15
		SP:Iteration 44Q (80944.510000 sec): 3 clusters
  Score: Raw -1319649.642528 + Penalty 3039.573595 = -1316610.068934
  nChanged 14
		SP:Iteration 45Q (80944.780000 sec): 3 clusters
  Score: Raw -1319651.741948 + Penalty 3039.573595 = -1316612.168354
  nChanged 14
		SP:Iteration 46Q (80945.000000 sec): 3 clusters
  Score: Raw -1319654.572582 + Penalty 3039.573595 = -1316614.998988
  nChanged 19
		SP:Iteration 47Q (80945.220000 sec): 3 clusters
  Score: Raw -1319657.962630 + Penalty 3039.573595 = -1316618.389035
  nChanged 9
		SP:Iteration 48Q (80945.450000 sec): 3 clusters
  Score: Raw -1319659.498926 + Penalty 3039.573595 = -1316619.925332
  nChanged 6
		SP:Iteration 49Q (80945.700000 sec): 3 clusters
  Score: Raw -1319660.990135 + Penalty 3039.573595 = -1316621.416540
  nChanged 8
		SP:Iteration 50Q (80945.950000 sec): 3 clusters
  Score: Raw -1319662.384528 + Penalty 3039.573595 = -1316622.810934
  nChanged 6
		SP:Iteration 51Q (80946.160000 sec): 3 clusters
  Score: Raw -1319663.278628 + Penalty 3039.573595 = -1316623.705033
  nChanged 4
		SP:Iteration 52Q (80946.350000 sec): 3 clusters
  Score: Raw -1319663.957871 + Penalty 3039.573595 = -1316624.384276
  nChanged 6
		SP:Iteration 53Q (80946.570000 sec): 3 clusters
  Score: Raw -1319665.266734 + Penalty 3039.573595 = -1316625.693140
  nChanged 6
		SP:Iteration 54Q (80946.840000 sec): 3 clusters
  Score: Raw -1319666.255172 + Penalty 3039.573595 = -1316626.681577
  nChanged 6
		SP:Iteration 55Q (80947.040000 sec): 3 clusters
  Score: Raw -1319667.440995 + Penalty 3039.573595 = -1316627.867400
  nChanged 6
		SP:Iteration 56Q (80947.300000 sec): 3 clusters
  Score: Raw -1319668.288124 + Penalty 3039.573595 = -1316628.714529
  nChanged 5
		SP:Iteration 57Q (80947.540000 sec): 3 clusters
  Score: Raw -1319669.065509 + Penalty 3039.573595 = -1316629.491914
  nChanged 7
		SP:Iteration 58Q (80947.770000 sec): 3 clusters
  Score: Raw -1319670.187149 + Penalty 3039.573595 = -1316630.613554
  nChanged 9
		SP:Iteration 59Q (80948.010000 sec): 3 clusters
  Score: Raw -1319671.930000 + Penalty 3039.573595 = -1316632.356405
  nChanged 7
		SP:Iteration 60F (80948.210000 sec): 3 clusters
  Score: Raw -1319672.847694 + Penalty 3039.573595 = -1316633.274099
  nChanged 5
		SP:Iteration 61Q (80948.470000 sec): 3 clusters
  Score: Raw -1319673.839840 + Penalty 3039.573595 = -1316634.266245
  nChanged 4
		SP:Iteration 62Q (80948.720000 sec): 3 clusters
  Score: Raw -1319674.206931 + Penalty 3039.573595 = -1316634.633337
  nChanged 1
		SP:Iteration 63Q (80948.910000 sec): 3 clusters
  Score: Raw -1319674.279855 + Penalty 3039.573595 = -1316634.706260
  nChanged 1
		SP:Iteration 64Q (80949.120000 sec): 3 clusters
  Score: Raw -1319674.407616 + Penalty 3039.573595 = -1316634.834021
  nChanged 0
		SP:Iteration 65F (80949.360000 sec): 3 clusters
  Score: Raw -1319674.407616 + Penalty 3039.573595 = -1316634.834021
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (28561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80949.600000 sec): 2 clusters
  Score: Raw -3502807.864195 + Penalty 1667.217082 = -3501140.647113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80949.930000 sec): 3 clusters
  Score: Raw -3485469.784248 + Penalty 3334.434165 = -3482135.350083
  nChanged 13046
		SP:Iteration 1F (80950.280000 sec): 3 clusters
  Score: Raw -3492538.214907 + Penalty 3334.434165 = -3489203.780742
  nChanged 1217
		SP:Iteration 2Q (80950.600000 sec): 3 clusters
  Score: Raw -3492902.976533 + Penalty 3334.434165 = -3489568.542368
  nChanged 1110
		SP:Iteration 3Q (80950.910000 sec): 3 clusters
  Score: Raw -3493216.345195 + Penalty 3334.434165 = -3489881.911030
  nChanged 1020
		SP:Iteration 4Q (80951.250000 sec): 3 clusters
  Score: Raw -3493500.433065 + Penalty 3334.434165 = -3490165.998900
  nChanged 984
		SP:Iteration 5Q (80951.580000 sec): 3 clusters
  Score: Raw -3493774.396606 + Penalty 3334.434165 = -3490439.962441
  nChanged 936
		SP:Iteration 6Q (80951.920000 sec): 3 clusters
  Score: Raw -3494032.970807 + Penalty 3334.434165 = -3490698.536642
  nChanged 925
		SP:Iteration 7Q (80952.260000 sec): 3 clusters
  Score: Raw -3494310.833454 + Penalty 3334.434165 = -3490976.399289
  nChanged 931
		SP:Iteration 8Q (80952.590000 sec): 3 clusters
  Score: Raw -3494620.219246 + Penalty 3334.434165 = -3491285.785081
  nChanged 971
		SP:Iteration 9Q (80952.900000 sec): 3 clusters
  Score: Raw -3494974.419579 + Penalty 3334.434165 = -3491639.985414
  nChanged 1069
		SP:Iteration 10Q (80953.260000 sec): 3 clusters
  Score: Raw -3495393.854161 + Penalty 3334.434165 = -3492059.419996
  nChanged 1078
		SP:Iteration 11Q (80953.630000 sec): 3 clusters
  Score: Raw -3495827.512181 + Penalty 3334.434165 = -3492493.078017
  nChanged 1026
		SP:Iteration 12Q (80953.970000 sec): 3 clusters
  Score: Raw -3496276.617214 + Penalty 3334.434165 = -3492942.183049
  nChanged 1030
		SP:Iteration 13Q (80954.280000 sec): 3 clusters
  Score: Raw -3496769.719935 + Penalty 3334.434165 = -3493435.285770
  nChanged 1011
		SP:Iteration 14Q (80954.600000 sec): 3 clusters
  Score: Raw -3497264.932969 + Penalty 3334.434165 = -3493930.498805
  nChanged 1012
		SP:Iteration 15Q (80954.880000 sec): 3 clusters
  Score: Raw -3497813.547708 + Penalty 3334.434165 = -3494479.113543
  nChanged 1059
		SP:Iteration 16Q (80955.210000 sec): 3 clusters
  Score: Raw -3498422.295261 + Penalty 3334.434165 = -3495087.861097
  nChanged 1087
		SP:Iteration 17Q (80955.520000 sec): 3 clusters
  Score: Raw -3499113.337804 + Penalty 3334.434165 = -3495778.903639
  nChanged 1146
		SP:Iteration 18Q (80955.830000 sec): 3 clusters
  Score: Raw -3499871.266268 + Penalty 3334.434165 = -3496536.832103
  nChanged 1109
		SP:Iteration 19Q (80956.150000 sec): 3 clusters
  Score: Raw -3500581.120012 + Penalty 3334.434165 = -3497246.685847
  nChanged 1012
		SP:Iteration 20F (80956.480000 sec): 3 clusters
  Score: Raw -3501212.638026 + Penalty 3334.434165 = -3497878.203861
  nChanged 887
		SP:Iteration 21Q (80956.770000 sec): 3 clusters
  Score: Raw -3501710.802303 + Penalty 3334.434165 = -3498376.368138
  nChanged 744
		SP:Iteration 22Q (80957.100000 sec): 3 clusters
  Score: Raw -3502080.142288 + Penalty 3334.434165 = -3498745.708123
  nChanged 633
		SP:Iteration 23Q (80957.400000 sec): 3 clusters
  Score: Raw -3502376.290619 + Penalty 3334.434165 = -3499041.856454
  nChanged 496
		SP:Iteration 24Q (80957.720000 sec): 3 clusters
  Score: Raw -3502592.713470 + Penalty 3334.434165 = -3499258.279306
  nChanged 399
		SP:Iteration 25Q (80958.020000 sec): 3 clusters
  Score: Raw -3502752.018090 + Penalty 3334.434165 = -3499417.583926
  nChanged 316
		SP:Iteration 26Q (80958.310000 sec): 3 clusters
  Score: Raw -3502877.217153 + Penalty 3334.434165 = -3499542.782988
  nChanged 275
		SP:Iteration 27Q (80958.610000 sec): 3 clusters
  Score: Raw -3502980.730374 + Penalty 3334.434165 = -3499646.296209
  nChanged 204
		SP:Iteration 28Q (80958.940000 sec): 3 clusters
  Score: Raw -3503052.045711 + Penalty 3334.434165 = -3499717.611546
  nChanged 161
		SP:Iteration 29Q (80959.240000 sec): 3 clusters
  Score: Raw -3503107.324822 + Penalty 3334.434165 = -3499772.890657
  nChanged 131
		SP:Iteration 30Q (80959.570000 sec): 3 clusters
  Score: Raw -3503149.945808 + Penalty 3334.434165 = -3499815.511643
  nChanged 85
		SP:Iteration 31Q (80959.860000 sec): 3 clusters
  Score: Raw -3503177.304054 + Penalty 3334.434165 = -3499842.869889
  nChanged 75
		SP:Iteration 32Q (80960.190000 sec): 3 clusters
  Score: Raw -3503201.427123 + Penalty 3334.434165 = -3499866.992958
  nChanged 77
		SP:Iteration 33Q (80960.510000 sec): 3 clusters
  Score: Raw -3503223.710422 + Penalty 3334.434165 = -3499889.276257
  nChanged 67
		SP:Iteration 34Q (80960.810000 sec): 3 clusters
  Score: Raw -3503239.627811 + Penalty 3334.434165 = -3499905.193646
  nChanged 55
		SP:Iteration 35Q (80961.120000 sec): 3 clusters
  Score: Raw -3503255.009111 + Penalty 3334.434165 = -3499920.574946
  nChanged 44
		SP:Iteration 36Q (80961.430000 sec): 3 clusters
  Score: Raw -3503266.738255 + Penalty 3334.434165 = -3499932.304090
  nChanged 45
		SP:Iteration 37Q (80961.750000 sec): 3 clusters
  Score: Raw -3503279.096701 + Penalty 3334.434165 = -3499944.662536
  nChanged 35
		SP:Iteration 38Q (80962.030000 sec): 3 clusters
  Score: Raw -3503287.167199 + Penalty 3334.434165 = -3499952.733035
  nChanged 24
		SP:Iteration 39Q (80962.370000 sec): 3 clusters
  Score: Raw -3503292.558998 + Penalty 3334.434165 = -3499958.124834
  nChanged 23
		SP:Iteration 40F (80962.710000 sec): 3 clusters
  Score: Raw -3503298.330285 + Penalty 3334.434165 = -3499963.896120
  nChanged 26
		SP:Iteration 41Q (80963.010000 sec): 3 clusters
  Score: Raw -3503303.971386 + Penalty 3334.434165 = -3499969.537221
  nChanged 20
		SP:Iteration 42Q (80963.340000 sec): 3 clusters
  Score: Raw -3503308.605574 + Penalty 3334.434165 = -3499974.171409
  nChanged 19
		SP:Iteration 43Q (80963.660000 sec): 3 clusters
  Score: Raw -3503312.803659 + Penalty 3334.434165 = -3499978.369494
  nChanged 16
		SP:Iteration 44Q (80963.930000 sec): 3 clusters
  Score: Raw -3503316.367407 + Penalty 3334.434165 = -3499981.933242
  nChanged 16
		SP:Iteration 45Q (80964.280000 sec): 3 clusters
  Score: Raw -3503319.852365 + Penalty 3334.434165 = -3499985.418201
  nChanged 15
		SP:Iteration 46Q (80964.660000 sec): 3 clusters
  Score: Raw -3503322.818604 + Penalty 3334.434165 = -3499988.384439
  nChanged 16
		SP:Iteration 47Q (80964.980000 sec): 3 clusters
  Score: Raw -3503326.831490 + Penalty 3334.434165 = -3499992.397326
  nChanged 17
		SP:Iteration 48Q (80965.310000 sec): 3 clusters
  Score: Raw -3503330.889558 + Penalty 3334.434165 = -3499996.455393
  nChanged 19
		SP:Iteration 49Q (80965.660000 sec): 3 clusters
  Score: Raw -3503335.608817 + Penalty 3334.434165 = -3500001.174652
  nChanged 21
		SP:Iteration 50Q (80965.980000 sec): 3 clusters
  Score: Raw -3503339.660926 + Penalty 3334.434165 = -3500005.226762
  nChanged 6
		SP:Iteration 51Q (80966.290000 sec): 3 clusters
  Score: Raw -3503340.868758 + Penalty 3334.434165 = -3500006.434594
  nChanged 6
		SP:Iteration 52Q (80966.620000 sec): 3 clusters
  Score: Raw -3503342.083383 + Penalty 3334.434165 = -3500007.649218
  nChanged 3
		SP:Iteration 53Q (80966.920000 sec): 3 clusters
  Score: Raw -3503342.730431 + Penalty 3334.434165 = -3500008.296266
  nChanged 6
		SP:Iteration 54Q (80967.210000 sec): 3 clusters
  Score: Raw -3503344.079738 + Penalty 3334.434165 = -3500009.645573
  nChanged 5
		SP:Iteration 55Q (80967.520000 sec): 3 clusters
  Score: Raw -3503345.241612 + Penalty 3334.434165 = -3500010.807447
  nChanged 6
		SP:Iteration 56Q (80967.800000 sec): 3 clusters
  Score: Raw -3503346.256325 + Penalty 3334.434165 = -3500011.822161
  nChanged 5
		SP:Iteration 57Q (80968.140000 sec): 3 clusters
  Score: Raw -3503347.329709 + Penalty 3334.434165 = -3500012.895544
  nChanged 6
		SP:Iteration 58Q (80968.460000 sec): 3 clusters
  Score: Raw -3503348.700552 + Penalty 3334.434165 = -3500014.266387
  nChanged 2
		SP:Iteration 59Q (80968.780000 sec): 3 clusters
  Score: Raw -3503349.042795 + Penalty 3334.434165 = -3500014.608630
  nChanged 1
		SP:Iteration 60F (80969.090000 sec): 3 clusters
  Score: Raw -3503349.163640 + Penalty 3334.434165 = -3500014.729475
  nChanged 1
		SP:Iteration 61Q (80969.390000 sec): 3 clusters
  Score: Raw -3503349.304738 + Penalty 3334.434165 = -3500014.870573
  nChanged 0
		SP:Iteration 62F (80969.680000 sec): 3 clusters
  Score: Raw -3503349.304738 + Penalty 3334.434165 = -3500014.870573
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (24819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80969.940000 sec): 2 clusters
  Score: Raw -2918505.560261 + Penalty 1644.396775 = -2916861.163486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80970.200000 sec): 3 clusters
  Score: Raw -2903447.903058 + Penalty 3288.793550 = -2900159.109509
  nChanged 11346
		SP:Iteration 1F (80970.510000 sec): 3 clusters
  Score: Raw -2909905.020739 + Penalty 3288.793550 = -2906616.227189
  nChanged 1586
		SP:Iteration 2F (80970.790000 sec): 3 clusters
  Score: Raw -2910757.173394 + Penalty 3288.793550 = -2907468.379845
  nChanged 1628
		SP:Iteration 3F (80971.150000 sec): 3 clusters
  Score: Raw -2911720.822390 + Penalty 3288.793550 = -2908432.028840
  nChanged 1660
		SP:Iteration 4F (80971.440000 sec): 3 clusters
  Score: Raw -2912812.543913 + Penalty 3288.793550 = -2909523.750364
  nChanged 1637
		SP:Iteration 5F (80971.730000 sec): 3 clusters
  Score: Raw -2913982.140313 + Penalty 3288.793550 = -2910693.346763
  nChanged 1517
		SP:Iteration 6F (80972.060000 sec): 3 clusters
  Score: Raw -2915029.981452 + Penalty 3288.793550 = -2911741.187902
  nChanged 1214
		SP:Iteration 7Q (80972.380000 sec): 3 clusters
  Score: Raw -2915781.077038 + Penalty 3288.793550 = -2912492.283488
  nChanged 911
		SP:Iteration 8Q (80972.690000 sec): 3 clusters
  Score: Raw -2916219.208996 + Penalty 3288.793550 = -2912930.415446
  nChanged 651
		SP:Iteration 9Q (80973.070000 sec): 3 clusters
  Score: Raw -2916469.465184 + Penalty 3288.793550 = -2913180.671634
  nChanged 490
		SP:Iteration 10Q (80973.400000 sec): 3 clusters
  Score: Raw -2916633.869132 + Penalty 3288.793550 = -2913345.075583
  nChanged 377
		SP:Iteration 11Q (80973.680000 sec): 3 clusters
  Score: Raw -2916741.020071 + Penalty 3288.793550 = -2913452.226521
  nChanged 320
		SP:Iteration 12Q (80973.970000 sec): 3 clusters
  Score: Raw -2916825.723770 + Penalty 3288.793550 = -2913536.930221
  nChanged 274
		SP:Iteration 13Q (80974.300000 sec): 3 clusters
  Score: Raw -2916900.762585 + Penalty 3288.793550 = -2913611.969035
  nChanged 291
		SP:Iteration 14Q (80974.530000 sec): 3 clusters
  Score: Raw -2916980.318384 + Penalty 3288.793550 = -2913691.524834
  nChanged 280
		SP:Iteration 15Q (80974.810000 sec): 3 clusters
  Score: Raw -2917053.050203 + Penalty 3288.793550 = -2913764.256653
  nChanged 260
		SP:Iteration 16Q (80975.110000 sec): 3 clusters
  Score: Raw -2917126.884943 + Penalty 3288.793550 = -2913838.091393
  nChanged 270
		SP:Iteration 17Q (80975.440000 sec): 3 clusters
  Score: Raw -2917205.909114 + Penalty 3288.793550 = -2913917.115565
  nChanged 269
		SP:Iteration 18Q (80975.760000 sec): 3 clusters
  Score: Raw -2917283.755474 + Penalty 3288.793550 = -2913994.961924
  nChanged 274
		SP:Iteration 19Q (80976.000000 sec): 3 clusters
  Score: Raw -2917368.419577 + Penalty 3288.793550 = -2914079.626027
  nChanged 292
		SP:Iteration 20F (80976.310000 sec): 3 clusters
  Score: Raw -2917455.991753 + Penalty 3288.793550 = -2914167.198203
  nChanged 296
		SP:Iteration 21Q (80976.590000 sec): 3 clusters
  Score: Raw -2917548.028419 + Penalty 3288.793550 = -2914259.234869
  nChanged 282
		SP:Iteration 22Q (80976.920000 sec): 3 clusters
  Score: Raw -2917641.200145 + Penalty 3288.793550 = -2914352.406595
  nChanged 274
		SP:Iteration 23Q (80977.200000 sec): 3 clusters
  Score: Raw -2917733.696049 + Penalty 3288.793550 = -2914444.902499
  nChanged 279
		SP:Iteration 24Q (80977.460000 sec): 3 clusters
  Score: Raw -2917830.194898 + Penalty 3288.793550 = -2914541.401349
  nChanged 271
		SP:Iteration 25Q (80977.760000 sec): 3 clusters
  Score: Raw -2917924.334911 + Penalty 3288.793550 = -2914635.541361
  nChanged 284
		SP:Iteration 26Q (80978.050000 sec): 3 clusters
  Score: Raw -2918034.020584 + Penalty 3288.793550 = -2914745.227034
  nChanged 286
		SP:Iteration 27Q (80978.300000 sec): 3 clusters
  Score: Raw -2918153.183723 + Penalty 3288.793550 = -2914864.390173
  nChanged 295
		SP:Iteration 28Q (80978.560000 sec): 3 clusters
  Score: Raw -2918278.595332 + Penalty 3288.793550 = -2914989.801782
  nChanged 284
		SP:Iteration 29Q (80978.840000 sec): 3 clusters
  Score: Raw -2918395.549259 + Penalty 3288.793550 = -2915106.755709
  nChanged 258
		SP:Iteration 30Q (80979.150000 sec): 3 clusters
  Score: Raw -2918503.427631 + Penalty 3288.793550 = -2915214.634082
  nChanged 238
		SP:Iteration 31Q (80979.380000 sec): 3 clusters
  Score: Raw -2918612.328372 + Penalty 3288.793550 = -2915323.534822
  nChanged 232
		SP:Iteration 32Q (80979.670000 sec): 3 clusters
  Score: Raw -2918720.022956 + Penalty 3288.793550 = -2915431.229407
  nChanged 221
		SP:Iteration 33Q (80979.930000 sec): 3 clusters
  Score: Raw -2918822.857443 + Penalty 3288.793550 = -2915534.063893
  nChanged 216
		SP:Iteration 34Q (80980.240000 sec): 3 clusters
  Score: Raw -2918924.474309 + Penalty 3288.793550 = -2915635.680760
  nChanged 167
		SP:Iteration 35Q (80980.500000 sec): 3 clusters
  Score: Raw -2918999.350302 + Penalty 3288.793550 = -2915710.556752
  nChanged 163
		SP:Iteration 36Q (80980.760000 sec): 3 clusters
  Score: Raw -2919078.217468 + Penalty 3288.793550 = -2915789.423918
  nChanged 129
		SP:Iteration 37Q (80981.060000 sec): 3 clusters
  Score: Raw -2919137.183126 + Penalty 3288.793550 = -2915848.389576
  nChanged 108
		SP:Iteration 38Q (80981.350000 sec): 3 clusters
  Score: Raw -2919182.238164 + Penalty 3288.793550 = -2915893.444615
  nChanged 90
		SP:Iteration 39Q (80981.650000 sec): 3 clusters
  Score: Raw -2919226.342370 + Penalty 3288.793550 = -2915937.548820
  nChanged 95
		SP:Iteration 40F (80981.970000 sec): 3 clusters
  Score: Raw -2919271.343456 + Penalty 3288.793550 = -2915982.549907
  nChanged 81
		SP:Iteration 41Q (80982.260000 sec): 3 clusters
  Score: Raw -2919309.533716 + Penalty 3288.793550 = -2916020.740167
  nChanged 68
		SP:Iteration 42Q (80982.520000 sec): 3 clusters
  Score: Raw -2919337.708013 + Penalty 3288.793550 = -2916048.914464
  nChanged 54
		SP:Iteration 43Q (80982.790000 sec): 3 clusters
  Score: Raw -2919359.749269 + Penalty 3288.793550 = -2916070.955719
  nChanged 45
		SP:Iteration 44Q (80983.090000 sec): 3 clusters
  Score: Raw -2919377.756915 + Penalty 3288.793550 = -2916088.963366
  nChanged 42
		SP:Iteration 45Q (80983.370000 sec): 3 clusters
  Score: Raw -2919397.512333 + Penalty 3288.793550 = -2916108.718783
  nChanged 45
		SP:Iteration 46Q (80983.690000 sec): 3 clusters
  Score: Raw -2919418.217051 + Penalty 3288.793550 = -2916129.423502
  nChanged 37
		SP:Iteration 47Q (80983.920000 sec): 3 clusters
  Score: Raw -2919437.675008 + Penalty 3288.793550 = -2916148.881458
  nChanged 45
		SP:Iteration 48Q (80984.200000 sec): 3 clusters
  Score: Raw -2919455.423733 + Penalty 3288.793550 = -2916166.630184
  nChanged 41
		SP:Iteration 49Q (80984.540000 sec): 3 clusters
  Score: Raw -2919470.342267 + Penalty 3288.793550 = -2916181.548717
  nChanged 33
		SP:Iteration 50Q (80984.750000 sec): 3 clusters
  Score: Raw -2919483.708683 + Penalty 3288.793550 = -2916194.915133
  nChanged 26
		SP:Iteration 51Q (80985.020000 sec): 3 clusters
  Score: Raw -2919494.189853 + Penalty 3288.793550 = -2916205.396304
  nChanged 24
		SP:Iteration 52Q (80985.330000 sec): 3 clusters
  Score: Raw -2919503.108554 + Penalty 3288.793550 = -2916214.315004
  nChanged 24
		SP:Iteration 53Q (80985.660000 sec): 3 clusters
  Score: Raw -2919513.325557 + Penalty 3288.793550 = -2916224.532007
  nChanged 20
		SP:Iteration 54Q (80985.930000 sec): 3 clusters
  Score: Raw -2919519.969123 + Penalty 3288.793550 = -2916231.175573
  nChanged 15
		SP:Iteration 55Q (80986.280000 sec): 3 clusters
  Score: Raw -2919526.352253 + Penalty 3288.793550 = -2916237.558704
  nChanged 16
		SP:Iteration 56Q (80986.580000 sec): 3 clusters
  Score: Raw -2919533.066082 + Penalty 3288.793550 = -2916244.272532
  nChanged 16
		SP:Iteration 57Q (80986.880000 sec): 3 clusters
  Score: Raw -2919538.725083 + Penalty 3288.793550 = -2916249.931534
  nChanged 13
		SP:Iteration 58Q (80987.140000 sec): 3 clusters
  Score: Raw -2919543.188553 + Penalty 3288.793550 = -2916254.395003
  nChanged 9
		SP:Iteration 59Q (80987.430000 sec): 3 clusters
  Score: Raw -2919546.483666 + Penalty 3288.793550 = -2916257.690117
  nChanged 9
		SP:Iteration 60F (80987.750000 sec): 3 clusters
  Score: Raw -2919550.477266 + Penalty 3288.793550 = -2916261.683717
  nChanged 14
		SP:Iteration 61Q (80988.060000 sec): 3 clusters
  Score: Raw -2919557.488993 + Penalty 3288.793550 = -2916268.695443
  nChanged 13
		SP:Iteration 62Q (80988.310000 sec): 3 clusters
  Score: Raw -2919564.926624 + Penalty 3288.793550 = -2916276.133075
  nChanged 11
		SP:Iteration 63Q (80988.590000 sec): 3 clusters
  Score: Raw -2919568.976379 + Penalty 3288.793550 = -2916280.182829
  nChanged 8
		SP:Iteration 64Q (80988.940000 sec): 3 clusters
  Score: Raw -2919571.859052 + Penalty 3288.793550 = -2916283.065502
  nChanged 7
		SP:Iteration 65Q (80989.240000 sec): 3 clusters
  Score: Raw -2919573.723409 + Penalty 3288.793550 = -2916284.929859
  nChanged 8
		SP:Iteration 66Q (80989.520000 sec): 3 clusters
  Score: Raw -2919575.214401 + Penalty 3288.793550 = -2916286.420852
  nChanged 3
		SP:Iteration 67Q (80989.810000 sec): 3 clusters
  Score: Raw -2919575.931776 + Penalty 3288.793550 = -2916287.138227
  nChanged 3
		SP:Iteration 68Q (80990.120000 sec): 3 clusters
  Score: Raw -2919576.902594 + Penalty 3288.793550 = -2916288.109045
  nChanged 3
		SP:Iteration 69Q (80990.410000 sec): 3 clusters
  Score: Raw -2919577.943588 + Penalty 3288.793550 = -2916289.150038
  nChanged 2
		SP:Iteration 70Q (80990.780000 sec): 3 clusters
  Score: Raw -2919578.332498 + Penalty 3288.793550 = -2916289.538949
  nChanged 3
		SP:Iteration 71Q (80991.070000 sec): 3 clusters
  Score: Raw -2919579.215015 + Penalty 3288.793550 = -2916290.421466
  nChanged 3
		SP:Iteration 72Q (80991.400000 sec): 3 clusters
  Score: Raw -2919580.008059 + Penalty 3288.793550 = -2916291.214510
  nChanged 4
		SP:Iteration 73Q (80991.700000 sec): 3 clusters
  Score: Raw -2919581.281049 + Penalty 3288.793550 = -2916292.487500
  nChanged 3
		SP:Iteration 74Q (80992.040000 sec): 3 clusters
  Score: Raw -2919582.531007 + Penalty 3288.793550 = -2916293.737457
  nChanged 1
		SP:Iteration 75Q (80992.290000 sec): 3 clusters
  Score: Raw -2919582.760697 + Penalty 3288.793550 = -2916293.967147
  nChanged 2
		SP:Iteration 76Q (80992.540000 sec): 3 clusters
  Score: Raw -2919582.946256 + Penalty 3288.793550 = -2916294.152706
  nChanged 0
		SP:Iteration 77F (80992.840000 sec): 3 clusters
  Score: Raw -2919582.946256 + Penalty 3288.793550 = -2916294.152706
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (17995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80992.980000 sec): 2 clusters
  Score: Raw -2085828.119132 + Penalty 1592.150498 = -2084235.968634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80993.240000 sec): 3 clusters
  Score: Raw -2075183.134838 + Penalty 3184.300997 = -2071998.833842
  nChanged 7980
		SP:Iteration 1F (80993.540000 sec): 3 clusters
  Score: Raw -2079755.216293 + Penalty 3184.300997 = -2076570.915296
  nChanged 1135
		SP:Iteration 2F (80993.790000 sec): 3 clusters
  Score: Raw -2080355.468308 + Penalty 3184.300997 = -2077171.167311
  nChanged 1088
		SP:Iteration 3F (80994.100000 sec): 3 clusters
  Score: Raw -2081020.572169 + Penalty 3184.300997 = -2077836.271172
  nChanged 1120
		SP:Iteration 4F (80994.370000 sec): 3 clusters
  Score: Raw -2081742.632870 + Penalty 3184.300997 = -2078558.331874
  nChanged 1089
		SP:Iteration 5F (80994.660000 sec): 3 clusters
  Score: Raw -2082460.610853 + Penalty 3184.300997 = -2079276.309857
  nChanged 1080
		SP:Iteration 6F (80994.990000 sec): 3 clusters
  Score: Raw -2083192.672463 + Penalty 3184.300997 = -2080008.371466
  nChanged 929
		SP:Iteration 7F (80995.280000 sec): 3 clusters
  Score: Raw -2083828.962352 + Penalty 3184.300997 = -2080644.661355
  nChanged 769
		SP:Iteration 8Q (80995.520000 sec): 3 clusters
  Score: Raw -2084381.352509 + Penalty 3184.300997 = -2081197.051512
  nChanged 666
		SP:Iteration 9Q (80995.830000 sec): 3 clusters
  Score: Raw -2084838.298859 + Penalty 3184.300997 = -2081653.997863
  nChanged 530
		SP:Iteration 10Q (80996.060000 sec): 3 clusters
  Score: Raw -2085188.154784 + Penalty 3184.300997 = -2082003.853787
  nChanged 408
		SP:Iteration 11Q (80996.340000 sec): 3 clusters
  Score: Raw -2085485.192270 + Penalty 3184.300997 = -2082300.891274
  nChanged 348
		SP:Iteration 12Q (80996.610000 sec): 3 clusters
  Score: Raw -2085730.728800 + Penalty 3184.300997 = -2082546.427804
  nChanged 292
		SP:Iteration 13Q (80996.860000 sec): 3 clusters
  Score: Raw -2085924.323825 + Penalty 3184.300997 = -2082740.022828
  nChanged 273
		SP:Iteration 14Q (80997.180000 sec): 3 clusters
  Score: Raw -2086102.427648 + Penalty 3184.300997 = -2082918.126652
  nChanged 248
		SP:Iteration 15Q (80997.460000 sec): 3 clusters
  Score: Raw -2086231.712124 + Penalty 3184.300997 = -2083047.411128
  nChanged 182
		SP:Iteration 16Q (80997.670000 sec): 3 clusters
  Score: Raw -2086312.223116 + Penalty 3184.300997 = -2083127.922120
  nChanged 142
		SP:Iteration 17Q (80997.970000 sec): 3 clusters
  Score: Raw -2086385.125453 + Penalty 3184.300997 = -2083200.824456
  nChanged 137
		SP:Iteration 18Q (80998.280000 sec): 3 clusters
  Score: Raw -2086443.749732 + Penalty 3184.300997 = -2083259.448736
  nChanged 92
		SP:Iteration 19Q (80998.580000 sec): 3 clusters
  Score: Raw -2086482.272955 + Penalty 3184.300997 = -2083297.971959
  nChanged 98
		SP:Iteration 20F (80998.800000 sec): 3 clusters
  Score: Raw -2086517.766894 + Penalty 3184.300997 = -2083333.465897
  nChanged 84
		SP:Iteration 21Q (80999.070000 sec): 3 clusters
  Score: Raw -2086544.298204 + Penalty 3184.300997 = -2083359.997207
  nChanged 73
		SP:Iteration 22Q (80999.370000 sec): 3 clusters
  Score: Raw -2086569.778970 + Penalty 3184.300997 = -2083385.477974
  nChanged 57
		SP:Iteration 23Q (80999.650000 sec): 3 clusters
  Score: Raw -2086585.817178 + Penalty 3184.300997 = -2083401.516181
  nChanged 51
		SP:Iteration 24Q (80999.910000 sec): 3 clusters
  Score: Raw -2086597.558153 + Penalty 3184.300997 = -2083413.257156
  nChanged 47
		SP:Iteration 25Q (81000.150000 sec): 3 clusters
  Score: Raw -2086609.289552 + Penalty 3184.300997 = -2083424.988555
  nChanged 49
		SP:Iteration 26Q (81000.460000 sec): 3 clusters
  Score: Raw -2086621.666946 + Penalty 3184.300997 = -2083437.365950
  nChanged 43
		SP:Iteration 27Q (81000.710000 sec): 3 clusters
  Score: Raw -2086631.541422 + Penalty 3184.300997 = -2083447.240425
  nChanged 33
		SP:Iteration 28Q (81000.940000 sec): 3 clusters
  Score: Raw -2086637.990032 + Penalty 3184.300997 = -2083453.689035
  nChanged 30
		SP:Iteration 29Q (81001.290000 sec): 3 clusters
  Score: Raw -2086642.505669 + Penalty 3184.300997 = -2083458.204672
  nChanged 18
		SP:Iteration 30Q (81001.530000 sec): 3 clusters
  Score: Raw -2086644.726481 + Penalty 3184.300997 = -2083460.425484
  nChanged 12
		SP:Iteration 31Q (81001.830000 sec): 3 clusters
  Score: Raw -2086646.097833 + Penalty 3184.300997 = -2083461.796837
  nChanged 7
		SP:Iteration 32Q (81002.080000 sec): 3 clusters
  Score: Raw -2086646.841986 + Penalty 3184.300997 = -2083462.540989
  nChanged 10
		SP:Iteration 33Q (81002.350000 sec): 3 clusters
  Score: Raw -2086647.960814 + Penalty 3184.300997 = -2083463.659818
  nChanged 9
		SP:Iteration 34Q (81002.590000 sec): 3 clusters
  Score: Raw -2086648.724196 + Penalty 3184.300997 = -2083464.423199
  nChanged 5
		SP:Iteration 35Q (81002.880000 sec): 3 clusters
  Score: Raw -2086649.010779 + Penalty 3184.300997 = -2083464.709782
  nChanged 4
		SP:Iteration 36Q (81003.120000 sec): 3 clusters
  Score: Raw -2086649.492480 + Penalty 3184.300997 = -2083465.191483
  nChanged 4
		SP:Iteration 37Q (81003.410000 sec): 3 clusters
  Score: Raw -2086649.790807 + Penalty 3184.300997 = -2083465.489811
  nChanged 3
		SP:Iteration 38Q (81003.670000 sec): 3 clusters
  Score: Raw -2086650.189871 + Penalty 3184.300997 = -2083465.888875
  nChanged 5
		SP:Iteration 39Q (81003.980000 sec): 3 clusters
  Score: Raw -2086650.637640 + Penalty 3184.300997 = -2083466.336643
  nChanged 4
		SP:Iteration 40F (81004.220000 sec): 3 clusters
  Score: Raw -2086651.074039 + Penalty 3184.300997 = -2083466.773042
  nChanged 2
		SP:Iteration 41Q (81004.500000 sec): 3 clusters
  Score: Raw -2086651.164281 + Penalty 3184.300997 = -2083466.863285
  nChanged 0
		SP:Iteration 42F (81004.740000 sec): 3 clusters
  Score: Raw -2086651.164281 + Penalty 3184.300997 = -2083466.863285
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81004.860000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81005.070000 sec): 3 clusters
  Score: Raw -59114.114689 + Penalty 2040.519463 = -57073.595226
  nChanged 132
		SP:Iteration 1F (81005.220000 sec): 3 clusters
  Score: Raw -59283.572329 + Penalty 2040.519463 = -57243.052866
  nChanged 36
		SP:Iteration 2F (81005.400000 sec): 3 clusters
  Score: Raw -59358.207162 + Penalty 2040.519463 = -57317.687700
  nChanged 24
		SP:Iteration 3Q (81005.570000 sec): 3 clusters
  Score: Raw -59402.292781 + Penalty 2040.519463 = -57361.773318
  nChanged 18
		SP:Iteration 4Q (81005.760000 sec): 3 clusters
  Score: Raw -59437.392380 + Penalty 2040.519463 = -57396.872917
  nChanged 17
		SP:Iteration 5Q (81005.950000 sec): 3 clusters
  Score: Raw -59480.248051 + Penalty 2040.519463 = -57439.728588
  nChanged 17
		SP:Iteration 6Q (81006.080000 sec): 3 clusters
  Score: Raw -59511.336302 + Penalty 2040.519463 = -57470.816839
  nChanged 7
		SP:Iteration 7Q (81006.290000 sec): 3 clusters
  Score: Raw -59525.393203 + Penalty 2040.519463 = -57484.873740
  nChanged 6
		SP:Iteration 8Q (81006.430000 sec): 3 clusters
  Score: Raw -59545.245082 + Penalty 2040.519463 = -57504.725619
  nChanged 6
		SP:Iteration 9Q (81006.630000 sec): 3 clusters
  Score: Raw -59555.801249 + Penalty 2040.519463 = -57515.281786
  nChanged 2
		SP:Iteration 10Q (81006.820000 sec): 3 clusters
  Score: Raw -59558.990540 + Penalty 2040.519463 = -57518.471077
  nChanged 2
		SP:Iteration 11Q (81007.020000 sec): 3 clusters
  Score: Raw -59561.306533 + Penalty 2040.519463 = -57520.787070
  nChanged 0
		SP:Iteration 12F (81007.200000 sec): 3 clusters
  Score: Raw -59561.306533 + Penalty 2040.519463 = -57520.787070
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (69117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81007.580000 sec): 2 clusters
  Score: Raw -8065037.815010 + Penalty 1810.827850 = -8063226.987160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81008.130000 sec): 3 clusters
  Score: Raw -8020541.291490 + Penalty 3621.655700 = -8016919.635790
  nChanged 32796
		SP:Iteration 1F (81008.610000 sec): 3 clusters
  Score: Raw -8039826.146019 + Penalty 3621.655700 = -8036204.490319
  nChanged 3234
		SP:Iteration 2Q (81009.130000 sec): 3 clusters
  Score: Raw -8041166.584537 + Penalty 3621.655700 = -8037544.928837
  nChanged 4244
		SP:Iteration 3F (81009.620000 sec): 3 clusters
  Score: Raw -8043516.505323 + Penalty 3621.655700 = -8039894.849623
  nChanged 5347
		SP:Iteration 4F (81010.100000 sec): 3 clusters
  Score: Raw -8047313.700047 + Penalty 3621.655700 = -8043692.044347
  nChanged 5997
		SP:Iteration 5F (81010.580000 sec): 3 clusters
  Score: Raw -8052505.968372 + Penalty 3621.655700 = -8048884.312672
  nChanged 5584
		SP:Iteration 6F (81011.120000 sec): 3 clusters
  Score: Raw -8057807.582572 + Penalty 3621.655700 = -8054185.926872
  nChanged 3940
		SP:Iteration 7F (81011.620000 sec): 3 clusters
  Score: Raw -8061755.213587 + Penalty 3621.655700 = -8058133.557887
  nChanged 2143
		SP:Iteration 8Q (81012.130000 sec): 3 clusters
  Score: Raw -8063911.133070 + Penalty 3621.655700 = -8060289.477370
  nChanged 1041
		SP:Iteration 9Q (81012.600000 sec): 3 clusters
  Score: Raw -8064913.432366 + Penalty 3621.655700 = -8061291.776666
  nChanged 562
		SP:Iteration 10Q (81013.040000 sec): 3 clusters
  Score: Raw -8065341.806508 + Penalty 3621.655700 = -8061720.150808
  nChanged 352
		SP:Iteration 11Q (81013.500000 sec): 3 clusters
  Score: Raw -8065537.353275 + Penalty 3621.655700 = -8061915.697575
  nChanged 217
		SP:Iteration 12Q (81013.980000 sec): 3 clusters
  Score: Raw -8065640.159738 + Penalty 3621.655700 = -8062018.504038
  nChanged 138
		SP:Iteration 13Q (81014.400000 sec): 3 clusters
  Score: Raw -8065689.124909 + Penalty 3621.655700 = -8062067.469209
  nChanged 110
		SP:Iteration 14Q (81014.800000 sec): 3 clusters
  Score: Raw -8065724.459785 + Penalty 3621.655700 = -8062102.804085
  nChanged 65
		SP:Iteration 15Q (81015.290000 sec): 3 clusters
  Score: Raw -8065744.410584 + Penalty 3621.655700 = -8062122.754884
  nChanged 52
		SP:Iteration 16Q (81015.710000 sec): 3 clusters
  Score: Raw -8065756.552105 + Penalty 3621.655700 = -8062134.896405
  nChanged 48
		SP:Iteration 17Q (81016.120000 sec): 3 clusters
  Score: Raw -8065768.131227 + Penalty 3621.655700 = -8062146.475527
  nChanged 42
		SP:Iteration 18Q (81016.650000 sec): 3 clusters
  Score: Raw -8065780.331846 + Penalty 3621.655700 = -8062158.676146
  nChanged 30
		SP:Iteration 19Q (81017.160000 sec): 3 clusters
  Score: Raw -8065787.269440 + Penalty 3621.655700 = -8062165.613740
  nChanged 26
		SP:Iteration 20F (81017.650000 sec): 3 clusters
  Score: Raw -8065795.241820 + Penalty 3621.655700 = -8062173.586120
  nChanged 26
		SP:Iteration 21Q (81018.140000 sec): 3 clusters
  Score: Raw -8065804.235510 + Penalty 3621.655700 = -8062182.579810
  nChanged 32
		SP:Iteration 22Q (81018.640000 sec): 3 clusters
  Score: Raw -8065815.703521 + Penalty 3621.655700 = -8062194.047821
  nChanged 30
		SP:Iteration 23Q (81019.070000 sec): 3 clusters
  Score: Raw -8065823.565901 + Penalty 3621.655700 = -8062201.910201
  nChanged 21
		SP:Iteration 24Q (81019.500000 sec): 3 clusters
  Score: Raw -8065828.500380 + Penalty 3621.655700 = -8062206.844680
  nChanged 13
		SP:Iteration 25Q (81020.030000 sec): 3 clusters
  Score: Raw -8065830.819474 + Penalty 3621.655700 = -8062209.163774
  nChanged 7
		SP:Iteration 26Q (81020.470000 sec): 3 clusters
  Score: Raw -8065831.880395 + Penalty 3621.655700 = -8062210.224696
  nChanged 4
		SP:Iteration 27Q (81020.920000 sec): 3 clusters
  Score: Raw -8065832.360924 + Penalty 3621.655700 = -8062210.705224
  nChanged 5
		SP:Iteration 28Q (81021.350000 sec): 3 clusters
  Score: Raw -8065833.023927 + Penalty 3621.655700 = -8062211.368227
  nChanged 2
		SP:Iteration 29Q (81021.820000 sec): 3 clusters
  Score: Raw -8065833.207264 + Penalty 3621.655700 = -8062211.551564
  nChanged 3
		SP:Iteration 30Q (81022.270000 sec): 3 clusters
  Score: Raw -8065833.590999 + Penalty 3621.655700 = -8062211.935299
  nChanged 3
		SP:Iteration 31Q (81022.740000 sec): 3 clusters
  Score: Raw -8065834.076158 + Penalty 3621.655700 = -8062212.420458
  nChanged 1
		SP:Iteration 32Q (81023.110000 sec): 3 clusters
  Score: Raw -8065834.254100 + Penalty 3621.655700 = -8062212.598400
  nChanged 2
		SP:Iteration 33Q (81023.580000 sec): 3 clusters
  Score: Raw -8065834.343156 + Penalty 3621.655700 = -8062212.687456
  nChanged 2
		SP:Iteration 34Q (81024.020000 sec): 3 clusters
  Score: Raw -8065834.458810 + Penalty 3621.655700 = -8062212.803110
  nChanged 1
		SP:Iteration 35Q (81024.470000 sec): 3 clusters
  Score: Raw -8065834.606324 + Penalty 3621.655700 = -8062212.950624
  nChanged 2
		SP:Iteration 36Q (81024.910000 sec): 3 clusters
  Score: Raw -8065834.986865 + Penalty 3621.655700 = -8062213.331165
  nChanged 2
		SP:Iteration 37Q (81025.390000 sec): 3 clusters
  Score: Raw -8065835.613974 + Penalty 3621.655700 = -8062213.958275
  nChanged 3
		SP:Iteration 38Q (81025.780000 sec): 3 clusters
  Score: Raw -8065836.236549 + Penalty 3621.655700 = -8062214.580849
  nChanged 3
		SP:Iteration 39Q (81026.280000 sec): 3 clusters
  Score: Raw -8065836.671305 + Penalty 3621.655700 = -8062215.015605
  nChanged 2
		SP:Iteration 40F (81026.750000 sec): 3 clusters
  Score: Raw -8065837.158034 + Penalty 3621.655700 = -8062215.502334
  nChanged 2
		SP:Iteration 41Q (81027.160000 sec): 3 clusters
  Score: Raw -8065837.380804 + Penalty 3621.655700 = -8062215.725104
  nChanged 2
		SP:Iteration 42Q (81027.570000 sec): 3 clusters
  Score: Raw -8065837.536951 + Penalty 3621.655700 = -8062215.881252
  nChanged 0
		SP:Iteration 43F (81028.010000 sec): 3 clusters
  Score: Raw -8065837.536951 + Penalty 3621.655700 = -8062215.881252
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (105559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81028.550000 sec): 2 clusters
  Score: Raw -11976627.037647 + Penalty 1879.641614 = -11974747.396033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81029.210000 sec): 3 clusters
  Score: Raw -11907991.508167 + Penalty 3759.283228 = -11904232.224939
  nChanged 50574
		SP:Iteration 1F (81029.930000 sec): 3 clusters
  Score: Raw -11937891.345505 + Penalty 3759.283228 = -11934132.062276
  nChanged 4528
		SP:Iteration 2Q (81030.690000 sec): 3 clusters
  Score: Raw -11939487.275915 + Penalty 3759.283228 = -11935727.992687
  nChanged 5296
		SP:Iteration 3F (81031.350000 sec): 3 clusters
  Score: Raw -11941851.100284 + Penalty 3759.283228 = -11938091.817056
  nChanged 6185
		SP:Iteration 4F (81032.060000 sec): 3 clusters
  Score: Raw -11945220.140726 + Penalty 3759.283228 = -11941460.857498
  nChanged 7137
		SP:Iteration 5F (81032.660000 sec): 3 clusters
  Score: Raw -11949753.162652 + Penalty 3759.283228 = -11945993.879424
  nChanged 7281
		SP:Iteration 6F (81033.280000 sec): 3 clusters
  Score: Raw -11954884.773888 + Penalty 3759.283228 = -11951125.490660
  nChanged 6569
		SP:Iteration 7F (81033.950000 sec): 3 clusters
  Score: Raw -11960129.861182 + Penalty 3759.283228 = -11956370.577954
  nChanged 5518
		SP:Iteration 8F (81034.610000 sec): 3 clusters
  Score: Raw -11964389.947003 + Penalty 3759.283228 = -11960630.663775
  nChanged 4287
		SP:Iteration 9Q (81035.270000 sec): 3 clusters
  Score: Raw -11967111.516877 + Penalty 3759.283228 = -11963352.233649
  nChanged 3004
		SP:Iteration 10Q (81035.960000 sec): 3 clusters
  Score: Raw -11968539.166656 + Penalty 3759.283228 = -11964779.883428
  nChanged 2053
		SP:Iteration 11Q (81036.700000 sec): 3 clusters
  Score: Raw -11969433.110172 + Penalty 3759.283228 = -11965673.826944
  nChanged 1624
		SP:Iteration 12Q (81037.430000 sec): 3 clusters
  Score: Raw -11970168.309864 + Penalty 3759.283228 = -11966409.026636
  nChanged 1436
		SP:Iteration 13Q (81038.080000 sec): 3 clusters
  Score: Raw -11970846.068825 + Penalty 3759.283228 = -11967086.785597
  nChanged 1374
		SP:Iteration 14Q (81038.770000 sec): 3 clusters
  Score: Raw -11971535.436126 + Penalty 3759.283228 = -11967776.152898
  nChanged 1356
		SP:Iteration 15Q (81039.390000 sec): 3 clusters
  Score: Raw -11972210.289145 + Penalty 3759.283228 = -11968451.005917
  nChanged 1249
		SP:Iteration 16Q (81040.070000 sec): 3 clusters
  Score: Raw -11972794.906353 + Penalty 3759.283228 = -11969035.623124
  nChanged 1141
		SP:Iteration 17Q (81040.760000 sec): 3 clusters
  Score: Raw -11973295.639437 + Penalty 3759.283228 = -11969536.356209
  nChanged 1013
		SP:Iteration 18Q (81041.490000 sec): 3 clusters
  Score: Raw -11973690.433659 + Penalty 3759.283228 = -11969931.150431
  nChanged 882
		SP:Iteration 19Q (81042.110000 sec): 3 clusters
  Score: Raw -11973987.728661 + Penalty 3759.283228 = -11970228.445433
  nChanged 731
		SP:Iteration 20F (81042.790000 sec): 3 clusters
  Score: Raw -11974233.342816 + Penalty 3759.283228 = -11970474.059587
  nChanged 698
		SP:Iteration 21Q (81043.420000 sec): 3 clusters
  Score: Raw -11974461.592103 + Penalty 3759.283228 = -11970702.308875
  nChanged 647
		SP:Iteration 22Q (81044.020000 sec): 3 clusters
  Score: Raw -11974642.647063 + Penalty 3759.283228 = -11970883.363835
  nChanged 595
		SP:Iteration 23Q (81044.630000 sec): 3 clusters
  Score: Raw -11974785.280529 + Penalty 3759.283228 = -11971025.997301
  nChanged 533
		SP:Iteration 24Q (81045.270000 sec): 3 clusters
  Score: Raw -11974914.975386 + Penalty 3759.283228 = -11971155.692157
  nChanged 535
		SP:Iteration 25Q (81045.880000 sec): 3 clusters
  Score: Raw -11975044.186843 + Penalty 3759.283228 = -11971284.903615
  nChanged 534
		SP:Iteration 26Q (81046.510000 sec): 3 clusters
  Score: Raw -11975172.266396 + Penalty 3759.283228 = -11971412.983168
  nChanged 531
		SP:Iteration 27Q (81047.170000 sec): 3 clusters
  Score: Raw -11975293.041500 + Penalty 3759.283228 = -11971533.758272
  nChanged 489
		SP:Iteration 28Q (81047.830000 sec): 3 clusters
  Score: Raw -11975397.482801 + Penalty 3759.283228 = -11971638.199573
  nChanged 468
		SP:Iteration 29Q (81048.510000 sec): 3 clusters
  Score: Raw -11975489.023106 + Penalty 3759.283228 = -11971729.739878
  nChanged 422
		SP:Iteration 30Q (81049.200000 sec): 3 clusters
  Score: Raw -11975569.966163 + Penalty 3759.283228 = -11971810.682935
  nChanged 418
		SP:Iteration 31Q (81049.850000 sec): 3 clusters
  Score: Raw -11975647.514884 + Penalty 3759.283228 = -11971888.231656
  nChanged 398
		SP:Iteration 32Q (81050.500000 sec): 3 clusters
  Score: Raw -11975723.712140 + Penalty 3759.283228 = -11971964.428911
  nChanged 367
		SP:Iteration 33Q (81051.240000 sec): 3 clusters
  Score: Raw -11975791.312767 + Penalty 3759.283228 = -11972032.029539
  nChanged 381
		SP:Iteration 34Q (81051.810000 sec): 3 clusters
  Score: Raw -11975863.389553 + Penalty 3759.283228 = -11972104.106325
  nChanged 391
		SP:Iteration 35Q (81052.480000 sec): 3 clusters
  Score: Raw -11975940.913161 + Penalty 3759.283228 = -11972181.629933
  nChanged 385
		SP:Iteration 36Q (81053.110000 sec): 3 clusters
  Score: Raw -11976022.463585 + Penalty 3759.283228 = -11972263.180357
  nChanged 356
		SP:Iteration 37Q (81053.730000 sec): 3 clusters
  Score: Raw -11976093.170338 + Penalty 3759.283228 = -11972333.887110
  nChanged 341
		SP:Iteration 38Q (81054.400000 sec): 3 clusters
  Score: Raw -11976158.713730 + Penalty 3759.283228 = -11972399.430502
  nChanged 327
		SP:Iteration 39Q (81055.070000 sec): 3 clusters
  Score: Raw -11976222.267001 + Penalty 3759.283228 = -11972462.983772
  nChanged 310
		SP:Iteration 40F (81055.780000 sec): 3 clusters
  Score: Raw -11976281.399098 + Penalty 3759.283228 = -11972522.115870
  nChanged 287
		SP:Iteration 41Q (81056.430000 sec): 3 clusters
  Score: Raw -11976336.402829 + Penalty 3759.283228 = -11972577.119601
  nChanged 282
		SP:Iteration 42Q (81057.050000 sec): 3 clusters
  Score: Raw -11976396.929180 + Penalty 3759.283228 = -11972637.645952
  nChanged 303
		SP:Iteration 43Q (81057.610000 sec): 3 clusters
  Score: Raw -11976460.280588 + Penalty 3759.283228 = -11972700.997360
  nChanged 276
		SP:Iteration 44Q (81058.160000 sec): 3 clusters
  Score: Raw -11976522.986673 + Penalty 3759.283228 = -11972763.703445
  nChanged 271
		SP:Iteration 45Q (81058.740000 sec): 3 clusters
  Score: Raw -11976589.852017 + Penalty 3759.283228 = -11972830.568789
  nChanged 291
		SP:Iteration 46Q (81059.320000 sec): 3 clusters
  Score: Raw -11976661.289361 + Penalty 3759.283228 = -11972902.006133
  nChanged 262
		SP:Iteration 47Q (81059.880000 sec): 3 clusters
  Score: Raw -11976721.633911 + Penalty 3759.283228 = -11972962.350682
  nChanged 247
		SP:Iteration 48Q (81060.520000 sec): 3 clusters
  Score: Raw -11976786.017687 + Penalty 3759.283228 = -11973026.734459
  nChanged 262
		SP:Iteration 49Q (81061.150000 sec): 3 clusters
  Score: Raw -11976856.147597 + Penalty 3759.283228 = -11973096.864368
  nChanged 263
		SP:Iteration 50Q (81061.770000 sec): 3 clusters
  Score: Raw -11976931.023824 + Penalty 3759.283228 = -11973171.740596
  nChanged 257
		SP:Iteration 51Q (81062.380000 sec): 3 clusters
  Score: Raw -11976994.225658 + Penalty 3759.283228 = -11973234.942430
  nChanged 231
		SP:Iteration 52Q (81062.950000 sec): 3 clusters
  Score: Raw -11977056.377446 + Penalty 3759.283228 = -11973297.094217
  nChanged 228
		SP:Iteration 53Q (81063.620000 sec): 3 clusters
  Score: Raw -11977121.855257 + Penalty 3759.283228 = -11973362.572029
  nChanged 200
		SP:Iteration 54Q (81064.260000 sec): 3 clusters
  Score: Raw -11977184.349137 + Penalty 3759.283228 = -11973425.065909
  nChanged 193
		SP:Iteration 55Q (81064.870000 sec): 3 clusters
  Score: Raw -11977248.534068 + Penalty 3759.283228 = -11973489.250840
  nChanged 192
		SP:Iteration 56Q (81065.500000 sec): 3 clusters
  Score: Raw -11977308.931708 + Penalty 3759.283228 = -11973549.648480
  nChanged 175
		SP:Iteration 57Q (81066.120000 sec): 3 clusters
  Score: Raw -11977366.170758 + Penalty 3759.283228 = -11973606.887530
  nChanged 168
		SP:Iteration 58Q (81066.760000 sec): 3 clusters
  Score: Raw -11977417.666510 + Penalty 3759.283228 = -11973658.383282
  nChanged 132
		SP:Iteration 59Q (81067.320000 sec): 3 clusters
  Score: Raw -11977461.665307 + Penalty 3759.283228 = -11973702.382079
  nChanged 118
		SP:Iteration 60F (81068.000000 sec): 3 clusters
  Score: Raw -11977494.392596 + Penalty 3759.283228 = -11973735.109368
  nChanged 117
		SP:Iteration 61Q (81068.620000 sec): 3 clusters
  Score: Raw -11977532.735307 + Penalty 3759.283228 = -11973773.452079
  nChanged 95
		SP:Iteration 62Q (81069.260000 sec): 3 clusters
  Score: Raw -11977560.623505 + Penalty 3759.283228 = -11973801.340277
  nChanged 77
		SP:Iteration 63Q (81069.890000 sec): 3 clusters
  Score: Raw -11977581.738112 + Penalty 3759.283228 = -11973822.454884
  nChanged 65
		SP:Iteration 64Q (81070.470000 sec): 3 clusters
  Score: Raw -11977602.782179 + Penalty 3759.283228 = -11973843.498951
  nChanged 74
		SP:Iteration 65Q (81071.110000 sec): 3 clusters
  Score: Raw -11977631.258941 + Penalty 3759.283228 = -11973871.975713
  nChanged 71
		SP:Iteration 66Q (81071.720000 sec): 3 clusters
  Score: Raw -11977661.826976 + Penalty 3759.283228 = -11973902.543748
  nChanged 84
		SP:Iteration 67Q (81072.310000 sec): 3 clusters
  Score: Raw -11977700.649072 + Penalty 3759.283228 = -11973941.365844
  nChanged 84
		SP:Iteration 68Q (81072.900000 sec): 3 clusters
  Score: Raw -11977736.871361 + Penalty 3759.283228 = -11973977.588133
  nChanged 80
		SP:Iteration 69Q (81073.520000 sec): 3 clusters
  Score: Raw -11977781.065793 + Penalty 3759.283228 = -11974021.782565
  nChanged 91
		SP:Iteration 70Q (81074.080000 sec): 3 clusters
  Score: Raw -11977834.283142 + Penalty 3759.283228 = -11974074.999914
  nChanged 89
		SP:Iteration 71Q (81074.600000 sec): 3 clusters
  Score: Raw -11977876.408102 + Penalty 3759.283228 = -11974117.124874
  nChanged 81
		SP:Iteration 72Q (81075.170000 sec): 3 clusters
  Score: Raw -11977901.744479 + Penalty 3759.283228 = -11974142.461250
  nChanged 69
		SP:Iteration 73Q (81075.740000 sec): 3 clusters
  Score: Raw -11977921.105201 + Penalty 3759.283228 = -11974161.821973
  nChanged 53
		SP:Iteration 74Q (81076.350000 sec): 3 clusters
  Score: Raw -11977934.374177 + Penalty 3759.283228 = -11974175.090949
  nChanged 54
		SP:Iteration 75Q (81076.970000 sec): 3 clusters
  Score: Raw -11977947.480759 + Penalty 3759.283228 = -11974188.197531
  nChanged 51
		SP:Iteration 76Q (81077.600000 sec): 3 clusters
  Score: Raw -11977958.106666 + Penalty 3759.283228 = -11974198.823438
  nChanged 42
		SP:Iteration 77Q (81078.300000 sec): 3 clusters
  Score: Raw -11977966.580460 + Penalty 3759.283228 = -11974207.297232
  nChanged 42
		SP:Iteration 78Q (81078.900000 sec): 3 clusters
  Score: Raw -11977976.980762 + Penalty 3759.283228 = -11974217.697534
  nChanged 36
		SP:Iteration 79Q (81079.440000 sec): 3 clusters
  Score: Raw -11977986.740849 + Penalty 3759.283228 = -11974227.457621
  nChanged 32
		SP:Iteration 80F (81080.080000 sec): 3 clusters
  Score: Raw -11977994.222702 + Penalty 3759.283228 = -11974234.939473
  nChanged 27
		SP:Iteration 81Q (81080.640000 sec): 3 clusters
  Score: Raw -11978001.829613 + Penalty 3759.283228 = -11974242.546385
  nChanged 32
		SP:Iteration 82Q (81081.240000 sec): 3 clusters
  Score: Raw -11978008.313950 + Penalty 3759.283228 = -11974249.030722
  nChanged 24
		SP:Iteration 83Q (81081.820000 sec): 3 clusters
  Score: Raw -11978014.156412 + Penalty 3759.283228 = -11974254.873184
  nChanged 18
		SP:Iteration 84Q (81082.400000 sec): 3 clusters
  Score: Raw -11978018.228092 + Penalty 3759.283228 = -11974258.944864
  nChanged 18
		SP:Iteration 85Q (81083.020000 sec): 3 clusters
  Score: Raw -11978020.975791 + Penalty 3759.283228 = -11974261.692563
  nChanged 16
		SP:Iteration 86Q (81083.650000 sec): 3 clusters
  Score: Raw -11978023.205248 + Penalty 3759.283228 = -11974263.922019
  nChanged 13
		SP:Iteration 87Q (81084.210000 sec): 3 clusters
  Score: Raw -11978024.746277 + Penalty 3759.283228 = -11974265.463049
  nChanged 8
		SP:Iteration 88Q (81084.790000 sec): 3 clusters
  Score: Raw -11978025.603159 + Penalty 3759.283228 = -11974266.319931
  nChanged 10
		SP:Iteration 89Q (81085.440000 sec): 3 clusters
  Score: Raw -11978026.875327 + Penalty 3759.283228 = -11974267.592099
  nChanged 5
		SP:Iteration 90Q (81086.020000 sec): 3 clusters
  Score: Raw -11978027.375759 + Penalty 3759.283228 = -11974268.092531
  nChanged 5
		SP:Iteration 91Q (81086.640000 sec): 3 clusters
  Score: Raw -11978028.170670 + Penalty 3759.283228 = -11974268.887442
  nChanged 6
		SP:Iteration 92Q (81087.240000 sec): 3 clusters
  Score: Raw -11978029.020071 + Penalty 3759.283228 = -11974269.736843
  nChanged 8
		SP:Iteration 93Q (81087.720000 sec): 3 clusters
  Score: Raw -11978029.919313 + Penalty 3759.283228 = -11974270.636085
  nChanged 1
		SP:Iteration 94Q (81088.260000 sec): 3 clusters
  Score: Raw -11978030.039101 + Penalty 3759.283228 = -11974270.755872
  nChanged 0
		SP:Iteration 95F (81088.920000 sec): 3 clusters
  Score: Raw -11978030.039101 + Penalty 3759.283228 = -11974270.755872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81089.230000 sec): 2 clusters
  Score: Raw -4578273.023703 + Penalty 1711.708120 = -4576561.315583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81089.640000 sec): 3 clusters
  Score: Raw -4554859.443083 + Penalty 3423.416240 = -4551436.026843
  nChanged 17338
		SP:Iteration 1F (81090.000000 sec): 3 clusters
  Score: Raw -4564800.582592 + Penalty 3423.416240 = -4561377.166351
  nChanged 1877
		SP:Iteration 2Q (81090.350000 sec): 3 clusters
  Score: Raw -4565544.533503 + Penalty 3423.416240 = -4562121.117262
  nChanged 2025
		SP:Iteration 3F (81090.750000 sec): 3 clusters
  Score: Raw -4566478.941786 + Penalty 3423.416240 = -4563055.525546
  nChanged 2219
		SP:Iteration 4F (81091.130000 sec): 3 clusters
  Score: Raw -4567601.038417 + Penalty 3423.416240 = -4564177.622177
  nChanged 2208
		SP:Iteration 5F (81091.520000 sec): 3 clusters
  Score: Raw -4568762.985817 + Penalty 3423.416240 = -4565339.569577
  nChanged 2140
		SP:Iteration 6F (81091.900000 sec): 3 clusters
  Score: Raw -4569921.281854 + Penalty 3423.416240 = -4566497.865614
  nChanged 1985
		SP:Iteration 7F (81092.350000 sec): 3 clusters
  Score: Raw -4570964.706446 + Penalty 3423.416240 = -4567541.290206
  nChanged 1732
		SP:Iteration 8Q (81092.660000 sec): 3 clusters
  Score: Raw -4571905.425028 + Penalty 3423.416240 = -4568482.008788
  nChanged 1550
		SP:Iteration 9Q (81093.040000 sec): 3 clusters
  Score: Raw -4572886.631002 + Penalty 3423.416240 = -4569463.214762
  nChanged 1458
		SP:Iteration 10Q (81093.420000 sec): 3 clusters
  Score: Raw -4573938.985173 + Penalty 3423.416240 = -4570515.568933
  nChanged 1332
		SP:Iteration 11Q (81093.770000 sec): 3 clusters
  Score: Raw -4574954.547923 + Penalty 3423.416240 = -4571531.131683
  nChanged 1096
		SP:Iteration 12Q (81094.130000 sec): 3 clusters
  Score: Raw -4575687.192197 + Penalty 3423.416240 = -4572263.775956
  nChanged 829
		SP:Iteration 13Q (81094.570000 sec): 3 clusters
  Score: Raw -4576096.258535 + Penalty 3423.416240 = -4572672.842295
  nChanged 623
		SP:Iteration 14Q (81094.920000 sec): 3 clusters
  Score: Raw -4576355.413307 + Penalty 3423.416240 = -4572931.997067
  nChanged 523
		SP:Iteration 15Q (81095.260000 sec): 3 clusters
  Score: Raw -4576565.563458 + Penalty 3423.416240 = -4573142.147218
  nChanged 480
		SP:Iteration 16Q (81095.590000 sec): 3 clusters
  Score: Raw -4576757.892852 + Penalty 3423.416240 = -4573334.476612
  nChanged 462
		SP:Iteration 17Q (81095.910000 sec): 3 clusters
  Score: Raw -4576960.943801 + Penalty 3423.416240 = -4573537.527561
  nChanged 436
		SP:Iteration 18Q (81096.290000 sec): 3 clusters
  Score: Raw -4577153.137059 + Penalty 3423.416240 = -4573729.720819
  nChanged 443
		SP:Iteration 19Q (81096.660000 sec): 3 clusters
  Score: Raw -4577348.481664 + Penalty 3423.416240 = -4573925.065423
  nChanged 408
		SP:Iteration 20F (81097.010000 sec): 3 clusters
  Score: Raw -4577521.492287 + Penalty 3423.416240 = -4574098.076046
  nChanged 379
		SP:Iteration 21Q (81097.330000 sec): 3 clusters
  Score: Raw -4577684.293475 + Penalty 3423.416240 = -4574260.877235
  nChanged 324
		SP:Iteration 22Q (81097.710000 sec): 3 clusters
  Score: Raw -4577839.542181 + Penalty 3423.416240 = -4574416.125940
  nChanged 336
		SP:Iteration 23Q (81098.040000 sec): 3 clusters
  Score: Raw -4578008.959078 + Penalty 3423.416240 = -4574585.542838
  nChanged 281
		SP:Iteration 24Q (81098.380000 sec): 3 clusters
  Score: Raw -4578141.015265 + Penalty 3423.416240 = -4574717.599025
  nChanged 247
		SP:Iteration 25Q (81098.770000 sec): 3 clusters
  Score: Raw -4578253.300248 + Penalty 3423.416240 = -4574829.884008
  nChanged 236
		SP:Iteration 26Q (81099.110000 sec): 3 clusters
  Score: Raw -4578364.006074 + Penalty 3423.416240 = -4574940.589834
  nChanged 206
		SP:Iteration 27Q (81099.470000 sec): 3 clusters
  Score: Raw -4578465.523288 + Penalty 3423.416240 = -4575042.107048
  nChanged 179
		SP:Iteration 28Q (81099.810000 sec): 3 clusters
  Score: Raw -4578558.728352 + Penalty 3423.416240 = -4575135.312112
  nChanged 178
		SP:Iteration 29Q (81100.140000 sec): 3 clusters
  Score: Raw -4578667.966199 + Penalty 3423.416240 = -4575244.549959
  nChanged 163
		SP:Iteration 30Q (81100.450000 sec): 3 clusters
  Score: Raw -4578768.437993 + Penalty 3423.416240 = -4575345.021752
  nChanged 147
		SP:Iteration 31Q (81100.800000 sec): 3 clusters
  Score: Raw -4578840.289032 + Penalty 3423.416240 = -4575416.872792
  nChanged 124
		SP:Iteration 32Q (81101.140000 sec): 3 clusters
  Score: Raw -4578888.592598 + Penalty 3423.416240 = -4575465.176358
  nChanged 99
		SP:Iteration 33Q (81101.440000 sec): 3 clusters
  Score: Raw -4578926.879762 + Penalty 3423.416240 = -4575503.463522
  nChanged 97
		SP:Iteration 34Q (81101.770000 sec): 3 clusters
  Score: Raw -4578963.826509 + Penalty 3423.416240 = -4575540.410269
  nChanged 90
		SP:Iteration 35Q (81102.060000 sec): 3 clusters
  Score: Raw -4578991.687579 + Penalty 3423.416240 = -4575568.271338
  nChanged 73
		SP:Iteration 36Q (81102.360000 sec): 3 clusters
  Score: Raw -4579014.871072 + Penalty 3423.416240 = -4575591.454832
  nChanged 57
		SP:Iteration 37Q (81102.690000 sec): 3 clusters
  Score: Raw -4579036.251499 + Penalty 3423.416240 = -4575612.835258
  nChanged 63
		SP:Iteration 38Q (81103.070000 sec): 3 clusters
  Score: Raw -4579056.079764 + Penalty 3423.416240 = -4575632.663523
  nChanged 51
		SP:Iteration 39Q (81103.400000 sec): 3 clusters
  Score: Raw -4579070.652073 + Penalty 3423.416240 = -4575647.235833
  nChanged 40
		SP:Iteration 40F (81103.750000 sec): 3 clusters
  Score: Raw -4579080.833154 + Penalty 3423.416240 = -4575657.416913
  nChanged 28
		SP:Iteration 41Q (81104.070000 sec): 3 clusters
  Score: Raw -4579087.023227 + Penalty 3423.416240 = -4575663.606986
  nChanged 22
		SP:Iteration 42Q (81104.440000 sec): 3 clusters
  Score: Raw -4579092.453069 + Penalty 3423.416240 = -4575669.036829
  nChanged 22
		SP:Iteration 43Q (81104.710000 sec): 3 clusters
  Score: Raw -4579098.113385 + Penalty 3423.416240 = -4575674.697144
  nChanged 22
		SP:Iteration 44Q (81105.070000 sec): 3 clusters
  Score: Raw -4579102.201173 + Penalty 3423.416240 = -4575678.784933
  nChanged 13
		SP:Iteration 45Q (81105.350000 sec): 3 clusters
  Score: Raw -4579104.056556 + Penalty 3423.416240 = -4575680.640316
  nChanged 12
		SP:Iteration 46Q (81105.730000 sec): 3 clusters
  Score: Raw -4579105.518859 + Penalty 3423.416240 = -4575682.102619
  nChanged 11
		SP:Iteration 47Q (81106.080000 sec): 3 clusters
  Score: Raw -4579107.280483 + Penalty 3423.416240 = -4575683.864243
  nChanged 7
		SP:Iteration 48Q (81106.410000 sec): 3 clusters
  Score: Raw -4579108.030861 + Penalty 3423.416240 = -4575684.614621
  nChanged 4
		SP:Iteration 49Q (81106.770000 sec): 3 clusters
  Score: Raw -4579108.337352 + Penalty 3423.416240 = -4575684.921112
  nChanged 1
		SP:Iteration 50Q (81107.050000 sec): 3 clusters
  Score: Raw -4579108.413890 + Penalty 3423.416240 = -4575684.997650
  nChanged 0
		SP:Iteration 51F (81107.420000 sec): 3 clusters
  Score: Raw -4579108.413890 + Penalty 3423.416240 = -4575684.997650
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (317060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81108.640000 sec): 2 clusters
  Score: Raw -38556577.818435 + Penalty 2058.362525 = -38554519.455909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81110.020000 sec): 3 clusters
  Score: Raw -38344448.783813 + Penalty 4116.725051 = -38340332.058762
  nChanged 154712
		SP:Iteration 1F (81111.830000 sec): 3 clusters
  Score: Raw -38438570.841460 + Penalty 4116.725051 = -38434454.116409
  nChanged 10539
		SP:Iteration 2Q (81113.480000 sec): 3 clusters
  Score: Raw -38441739.976515 + Penalty 4116.725051 = -38437623.251464
  nChanged 13191
		SP:Iteration 3Q (81115.510000 sec): 3 clusters
  Score: Raw -38446847.702461 + Penalty 4116.725051 = -38442730.977410
  nChanged 16767
		SP:Iteration 4F (81117.280000 sec): 3 clusters
  Score: Raw -38455025.556708 + Penalty 4116.725051 = -38450908.831658
  nChanged 19994
		SP:Iteration 5F (81118.760000 sec): 3 clusters
  Score: Raw -38466294.519233 + Penalty 4116.725051 = -38462177.794182
  nChanged 21553
		SP:Iteration 6F (81120.620000 sec): 3 clusters
  Score: Raw -38479800.121658 + Penalty 4116.725051 = -38475683.396608
  nChanged 20525
		SP:Iteration 7F (81122.260000 sec): 3 clusters
  Score: Raw -38493791.334644 + Penalty 4116.725051 = -38489674.609593
  nChanged 17594
		SP:Iteration 8F (81123.700000 sec): 3 clusters
  Score: Raw -38506789.102825 + Penalty 4116.725051 = -38502672.377775
  nChanged 14088
		SP:Iteration 9Q (81125.260000 sec): 3 clusters
  Score: Raw -38517658.487044 + Penalty 4116.725051 = -38513541.761993
  nChanged 10905
		SP:Iteration 10Q (81126.820000 sec): 3 clusters
  Score: Raw -38525228.534098 + Penalty 4116.725051 = -38521111.809047
  nChanged 8273
		SP:Iteration 11Q (81128.300000 sec): 3 clusters
  Score: Raw -38529870.046026 + Penalty 4116.725051 = -38525753.320976
  nChanged 6604
		SP:Iteration 12Q (81129.880000 sec): 3 clusters
  Score: Raw -38533190.246204 + Penalty 4116.725051 = -38529073.521154
  nChanged 6029
		SP:Iteration 13Q (81131.430000 sec): 3 clusters
  Score: Raw -38535976.913884 + Penalty 4116.725051 = -38531860.188833
  nChanged 5746
		SP:Iteration 14Q (81132.940000 sec): 3 clusters
  Score: Raw -38538655.269510 + Penalty 4116.725051 = -38534538.544460
  nChanged 5456
		SP:Iteration 15Q (81134.340000 sec): 3 clusters
  Score: Raw -38541319.342281 + Penalty 4116.725051 = -38537202.617231
  nChanged 5093
		SP:Iteration 16Q (81135.620000 sec): 3 clusters
  Score: Raw -38543902.694106 + Penalty 4116.725051 = -38539785.969055
  nChanged 4566
		SP:Iteration 17Q (81136.980000 sec): 3 clusters
  Score: Raw -38546283.092665 + Penalty 4116.725051 = -38542166.367615
  nChanged 4007
		SP:Iteration 18Q (81138.450000 sec): 3 clusters
  Score: Raw -38548429.632626 + Penalty 4116.725051 = -38544312.907576
  nChanged 3457
		SP:Iteration 19Q (81139.780000 sec): 3 clusters
  Score: Raw -38550323.093902 + Penalty 4116.725051 = -38546206.368851
  nChanged 2951
		SP:Iteration 20F (81141.370000 sec): 3 clusters
  Score: Raw -38551961.895742 + Penalty 4116.725051 = -38547845.170692
  nChanged 2459
		SP:Iteration 21Q (81142.750000 sec): 3 clusters
  Score: Raw -38553346.942325 + Penalty 4116.725051 = -38549230.217275
  nChanged 1961
		SP:Iteration 22Q (81144.060000 sec): 3 clusters
  Score: Raw -38554451.855551 + Penalty 4116.725051 = -38550335.130500
  nChanged 1552
		SP:Iteration 23Q (81145.390000 sec): 3 clusters
  Score: Raw -38555280.136248 + Penalty 4116.725051 = -38551163.411197
  nChanged 1176
		SP:Iteration 24Q (81146.760000 sec): 3 clusters
  Score: Raw -38555884.652378 + Penalty 4116.725051 = -38551767.927327
  nChanged 895
		SP:Iteration 25Q (81148.110000 sec): 3 clusters
  Score: Raw -38556316.930860 + Penalty 4116.725051 = -38552200.205809
  nChanged 749
		SP:Iteration 26Q (81149.430000 sec): 3 clusters
  Score: Raw -38556671.644434 + Penalty 4116.725051 = -38552554.919384
  nChanged 623
		SP:Iteration 27Q (81150.670000 sec): 3 clusters
  Score: Raw -38556958.440956 + Penalty 4116.725051 = -38552841.715905
  nChanged 466
		SP:Iteration 28Q (81152.230000 sec): 3 clusters
  Score: Raw -38557146.145616 + Penalty 4116.725051 = -38553029.420565
  nChanged 386
		SP:Iteration 29Q (81153.570000 sec): 3 clusters
  Score: Raw -38557282.565995 + Penalty 4116.725051 = -38553165.840945
  nChanged 305
		SP:Iteration 30Q (81154.870000 sec): 3 clusters
  Score: Raw -38557376.877217 + Penalty 4116.725051 = -38553260.152166
  nChanged 244
		SP:Iteration 31Q (81156.210000 sec): 3 clusters
  Score: Raw -38557440.382178 + Penalty 4116.725051 = -38553323.657127
  nChanged 208
		SP:Iteration 32Q (81157.670000 sec): 3 clusters
  Score: Raw -38557489.117522 + Penalty 4116.725051 = -38553372.392472
  nChanged 157
		SP:Iteration 33Q (81159.030000 sec): 3 clusters
  Score: Raw -38557524.646312 + Penalty 4116.725051 = -38553407.921261
  nChanged 141
		SP:Iteration 34Q (81160.290000 sec): 3 clusters
  Score: Raw -38557557.471876 + Penalty 4116.725051 = -38553440.746825
  nChanged 126
		SP:Iteration 35Q (81161.770000 sec): 3 clusters
  Score: Raw -38557583.750674 + Penalty 4116.725051 = -38553467.025624
  nChanged 121
		SP:Iteration 36Q (81163.100000 sec): 3 clusters
  Score: Raw -38557606.920593 + Penalty 4116.725051 = -38553490.195542
  nChanged 80
		SP:Iteration 37Q (81164.380000 sec): 3 clusters
  Score: Raw -38557619.791335 + Penalty 4116.725051 = -38553503.066284
  nChanged 73
		SP:Iteration 38Q (81165.670000 sec): 3 clusters
  Score: Raw -38557631.201913 + Penalty 4116.725051 = -38553514.476863
  nChanged 52
		SP:Iteration 39Q (81167.010000 sec): 3 clusters
  Score: Raw -38557638.501128 + Penalty 4116.725051 = -38553521.776078
  nChanged 51
		SP:Iteration 40F (81168.540000 sec): 3 clusters
  Score: Raw -38557645.690002 + Penalty 4116.725051 = -38553528.964951
  nChanged 37
		SP:Iteration 41Q (81169.920000 sec): 3 clusters
  Score: Raw -38557651.894253 + Penalty 4116.725051 = -38553535.169203
  nChanged 36
		SP:Iteration 42Q (81171.220000 sec): 3 clusters
  Score: Raw -38557656.724084 + Penalty 4116.725051 = -38553539.999033
  nChanged 27
		SP:Iteration 43Q (81172.910000 sec): 3 clusters
  Score: Raw -38557660.379568 + Penalty 4116.725051 = -38553543.654517
  nChanged 23
		SP:Iteration 44Q (81174.380000 sec): 3 clusters
  Score: Raw -38557663.485332 + Penalty 4116.725051 = -38553546.760282
  nChanged 18
		SP:Iteration 45Q (81175.920000 sec): 3 clusters
  Score: Raw -38557665.367983 + Penalty 4116.725051 = -38553548.642933
  nChanged 13
		SP:Iteration 46Q (81177.140000 sec): 3 clusters
  Score: Raw -38557666.543607 + Penalty 4116.725051 = -38553549.818557
  nChanged 11
		SP:Iteration 47Q (81178.660000 sec): 3 clusters
  Score: Raw -38557667.948646 + Penalty 4116.725051 = -38553551.223596
  nChanged 12
		SP:Iteration 48Q (81179.940000 sec): 3 clusters
  Score: Raw -38557669.351570 + Penalty 4116.725051 = -38553552.626519
  nChanged 14
		SP:Iteration 49Q (81181.240000 sec): 3 clusters
  Score: Raw -38557670.668214 + Penalty 4116.725051 = -38553553.943164
  nChanged 10
		SP:Iteration 50Q (81182.570000 sec): 3 clusters
  Score: Raw -38557671.619927 + Penalty 4116.725051 = -38553554.894877
  nChanged 8
		SP:Iteration 51Q (81183.910000 sec): 3 clusters
  Score: Raw -38557672.252406 + Penalty 4116.725051 = -38553555.527355
  nChanged 6
		SP:Iteration 52Q (81185.230000 sec): 3 clusters
  Score: Raw -38557672.821618 + Penalty 4116.725051 = -38553556.096567
  nChanged 5
		SP:Iteration 53Q (81186.470000 sec): 3 clusters
  Score: Raw -38557673.423563 + Penalty 4116.725051 = -38553556.698513
  nChanged 6
		SP:Iteration 54Q (81187.710000 sec): 3 clusters
  Score: Raw -38557674.127386 + Penalty 4116.725051 = -38553557.402336
  nChanged 5
		SP:Iteration 55Q (81188.950000 sec): 3 clusters
  Score: Raw -38557674.660443 + Penalty 4116.725051 = -38553557.935392
  nChanged 2
		SP:Iteration 56Q (81190.050000 sec): 3 clusters
  Score: Raw -38557675.076284 + Penalty 4116.725051 = -38553558.351234
  nChanged 5
		SP:Iteration 57Q (81191.380000 sec): 3 clusters
  Score: Raw -38557675.798515 + Penalty 4116.725051 = -38553559.073464
  nChanged 5
		SP:Iteration 58Q (81192.690000 sec): 3 clusters
  Score: Raw -38557676.270996 + Penalty 4116.725051 = -38553559.545945
  nChanged 5
		SP:Iteration 59Q (81194.300000 sec): 3 clusters
  Score: Raw -38557676.591599 + Penalty 4116.725051 = -38553559.866548
  nChanged 0
		SP:Iteration 60F (81195.850000 sec): 3 clusters
  Score: Raw -38557676.591599 + Penalty 4116.725051 = -38553559.866548
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (71971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81196.250000 sec): 2 clusters
  Score: Raw -8533941.724759 + Penalty 1817.403013 = -8532124.321747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81196.870000 sec): 3 clusters
  Score: Raw -8487732.840437 + Penalty 3634.806025 = -8484098.034412
  nChanged 33989
		SP:Iteration 1F (81197.360000 sec): 3 clusters
  Score: Raw -8507279.671343 + Penalty 3634.806025 = -8503644.865317
  nChanged 2706
		SP:Iteration 2Q (81197.830000 sec): 3 clusters
  Score: Raw -8508037.626970 + Penalty 3634.806025 = -8504402.820945
  nChanged 2784
		SP:Iteration 3Q (81198.350000 sec): 3 clusters
  Score: Raw -8508985.334502 + Penalty 3634.806025 = -8505350.528477
  nChanged 3144
		SP:Iteration 4Q (81198.800000 sec): 3 clusters
  Score: Raw -8510213.967076 + Penalty 3634.806025 = -8506579.161051
  nChanged 3375
		SP:Iteration 5Q (81199.390000 sec): 3 clusters
  Score: Raw -8511724.875266 + Penalty 3634.806025 = -8508090.069240
  nChanged 3757
		SP:Iteration 6F (81199.920000 sec): 3 clusters
  Score: Raw -8513547.691263 + Penalty 3634.806025 = -8509912.885238
  nChanged 3812
		SP:Iteration 7F (81200.500000 sec): 3 clusters
  Score: Raw -8515349.958835 + Penalty 3634.806025 = -8511715.152810
  nChanged 3527
		SP:Iteration 8Q (81201.080000 sec): 3 clusters
  Score: Raw -8516955.908787 + Penalty 3634.806025 = -8513321.102761
  nChanged 3175
		SP:Iteration 9Q (81201.570000 sec): 3 clusters
  Score: Raw -8518320.740656 + Penalty 3634.806025 = -8514685.934631
  nChanged 2833
		SP:Iteration 10Q (81202.130000 sec): 3 clusters
  Score: Raw -8519470.155759 + Penalty 3634.806025 = -8515835.349734
  nChanged 2679
		SP:Iteration 11Q (81202.700000 sec): 3 clusters
  Score: Raw -8520564.394230 + Penalty 3634.806025 = -8516929.588205
  nChanged 2664
		SP:Iteration 12Q (81203.320000 sec): 3 clusters
  Score: Raw -8521733.897347 + Penalty 3634.806025 = -8518099.091321
  nChanged 2764
		SP:Iteration 13Q (81203.880000 sec): 3 clusters
  Score: Raw -8523047.223565 + Penalty 3634.806025 = -8519412.417540
  nChanged 2880
		SP:Iteration 14Q (81204.380000 sec): 3 clusters
  Score: Raw -8524517.244740 + Penalty 3634.806025 = -8520882.438715
  nChanged 3037
		SP:Iteration 15Q (81204.940000 sec): 3 clusters
  Score: Raw -8526188.413558 + Penalty 3634.806025 = -8522553.607532
  nChanged 3020
		SP:Iteration 16Q (81205.490000 sec): 3 clusters
  Score: Raw -8527935.245379 + Penalty 3634.806025 = -8524300.439354
  nChanged 2768
		SP:Iteration 17Q (81206.030000 sec): 3 clusters
  Score: Raw -8529531.731360 + Penalty 3634.806025 = -8525896.925335
  nChanged 2314
		SP:Iteration 18Q (81206.590000 sec): 3 clusters
  Score: Raw -8530888.251598 + Penalty 3634.806025 = -8527253.445573
  nChanged 1861
		SP:Iteration 19Q (81207.050000 sec): 3 clusters
  Score: Raw -8531961.726672 + Penalty 3634.806025 = -8528326.920647
  nChanged 1346
		SP:Iteration 20F (81207.580000 sec): 3 clusters
  Score: Raw -8532693.750999 + Penalty 3634.806025 = -8529058.944974
  nChanged 914
		SP:Iteration 21Q (81208.100000 sec): 3 clusters
  Score: Raw -8533153.677729 + Penalty 3634.806025 = -8529518.871704
  nChanged 651
		SP:Iteration 22Q (81208.700000 sec): 3 clusters
  Score: Raw -8533475.780569 + Penalty 3634.806025 = -8529840.974544
  nChanged 441
		SP:Iteration 23Q (81209.120000 sec): 3 clusters
  Score: Raw -8533697.908399 + Penalty 3634.806025 = -8530063.102374
  nChanged 342
		SP:Iteration 24Q (81209.580000 sec): 3 clusters
  Score: Raw -8533879.087198 + Penalty 3634.806025 = -8530244.281173
  nChanged 237
		SP:Iteration 25Q (81210.030000 sec): 3 clusters
  Score: Raw -8534008.345040 + Penalty 3634.806025 = -8530373.539015
  nChanged 178
		SP:Iteration 26Q (81210.600000 sec): 3 clusters
  Score: Raw -8534095.739636 + Penalty 3634.806025 = -8530460.933611
  nChanged 119
		SP:Iteration 27Q (81211.110000 sec): 3 clusters
  Score: Raw -8534150.928414 + Penalty 3634.806025 = -8530516.122389
  nChanged 91
		SP:Iteration 28Q (81211.520000 sec): 3 clusters
  Score: Raw -8534198.303167 + Penalty 3634.806025 = -8530563.497142
  nChanged 76
		SP:Iteration 29Q (81212.000000 sec): 3 clusters
  Score: Raw -8534237.862645 + Penalty 3634.806025 = -8530603.056620
  nChanged 47
		SP:Iteration 30Q (81212.460000 sec): 3 clusters
  Score: Raw -8534260.836928 + Penalty 3634.806025 = -8530626.030903
  nChanged 35
		SP:Iteration 31Q (81212.950000 sec): 3 clusters
  Score: Raw -8534272.967569 + Penalty 3634.806025 = -8530638.161544
  nChanged 25
		SP:Iteration 32Q (81213.480000 sec): 3 clusters
  Score: Raw -8534282.201072 + Penalty 3634.806025 = -8530647.395047
  nChanged 22
		SP:Iteration 33Q (81213.930000 sec): 3 clusters
  Score: Raw -8534292.608015 + Penalty 3634.806025 = -8530657.801989
  nChanged 28
		SP:Iteration 34Q (81214.440000 sec): 3 clusters
  Score: Raw -8534303.964816 + Penalty 3634.806025 = -8530669.158791
  nChanged 17
		SP:Iteration 35Q (81214.950000 sec): 3 clusters
  Score: Raw -8534311.340566 + Penalty 3634.806025 = -8530676.534540
  nChanged 16
		SP:Iteration 36Q (81215.400000 sec): 3 clusters
  Score: Raw -8534316.671464 + Penalty 3634.806025 = -8530681.865438
  nChanged 9
		SP:Iteration 37Q (81215.840000 sec): 3 clusters
  Score: Raw -8534320.395223 + Penalty 3634.806025 = -8530685.589197
  nChanged 9
		SP:Iteration 38Q (81216.260000 sec): 3 clusters
  Score: Raw -8534323.060055 + Penalty 3634.806025 = -8530688.254030
  nChanged 5
		SP:Iteration 39Q (81216.750000 sec): 3 clusters
  Score: Raw -8534324.314793 + Penalty 3634.806025 = -8530689.508767
  nChanged 1
		SP:Iteration 40F (81217.240000 sec): 3 clusters
  Score: Raw -8534324.564282 + Penalty 3634.806025 = -8530689.758256
  nChanged 3
		SP:Iteration 41Q (81217.690000 sec): 3 clusters
  Score: Raw -8534325.323645 + Penalty 3634.806025 = -8530690.517620
  nChanged 0
		SP:Iteration 42F (81218.170000 sec): 3 clusters
  Score: Raw -8534325.323645 + Penalty 3634.806025 = -8530690.517620
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (5944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81218.330000 sec): 2 clusters
  Score: Raw -619421.122109 + Penalty 1412.147358 = -618008.974751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81218.520000 sec): 3 clusters
  Score: Raw -616223.863386 + Penalty 2824.294716 = -613399.568671
  nChanged 2490
		SP:Iteration 1F (81218.710000 sec): 3 clusters
  Score: Raw -617744.225011 + Penalty 2824.294716 = -614919.930296
  nChanged 546
		SP:Iteration 2F (81218.910000 sec): 3 clusters
  Score: Raw -618185.411555 + Penalty 2824.294716 = -615361.116839
  nChanged 425
		SP:Iteration 3F (81219.130000 sec): 3 clusters
  Score: Raw -618497.661694 + Penalty 2824.294716 = -615673.366978
  nChanged 359
		SP:Iteration 4F (81219.330000 sec): 3 clusters
  Score: Raw -618751.584073 + Penalty 2824.294716 = -615927.289357
  nChanged 294
		SP:Iteration 5Q (81219.490000 sec): 3 clusters
  Score: Raw -618950.552467 + Penalty 2824.294716 = -616126.257752
  nChanged 274
		SP:Iteration 6Q (81219.710000 sec): 3 clusters
  Score: Raw -619113.081756 + Penalty 2824.294716 = -616288.787040
  nChanged 226
		SP:Iteration 7Q (81219.900000 sec): 3 clusters
  Score: Raw -619254.951618 + Penalty 2824.294716 = -616430.656902
  nChanged 171
		SP:Iteration 8Q (81220.120000 sec): 3 clusters
  Score: Raw -619362.118716 + Penalty 2824.294716 = -616537.824001
  nChanged 176
		SP:Iteration 9Q (81220.310000 sec): 3 clusters
  Score: Raw -619483.272934 + Penalty 2824.294716 = -616658.978218
  nChanged 168
		SP:Iteration 10Q (81220.570000 sec): 3 clusters
  Score: Raw -619589.338810 + Penalty 2824.294716 = -616765.044094
  nChanged 159
		SP:Iteration 11Q (81220.750000 sec): 3 clusters
  Score: Raw -619668.850321 + Penalty 2824.294716 = -616844.555605
  nChanged 122
		SP:Iteration 12Q (81220.950000 sec): 3 clusters
  Score: Raw -619721.449614 + Penalty 2824.294716 = -616897.154898
  nChanged 97
		SP:Iteration 13Q (81221.170000 sec): 3 clusters
  Score: Raw -619752.553392 + Penalty 2824.294716 = -616928.258676
  nChanged 68
		SP:Iteration 14Q (81221.410000 sec): 3 clusters
  Score: Raw -619771.817923 + Penalty 2824.294716 = -616947.523207
  nChanged 57
		SP:Iteration 15Q (81221.620000 sec): 3 clusters
  Score: Raw -619791.340207 + Penalty 2824.294716 = -616967.045491
  nChanged 59
		SP:Iteration 16Q (81221.820000 sec): 3 clusters
  Score: Raw -619815.182551 + Penalty 2824.294716 = -616990.887836
  nChanged 59
		SP:Iteration 17Q (81222.040000 sec): 3 clusters
  Score: Raw -619835.790068 + Penalty 2824.294716 = -617011.495352
  nChanged 44
		SP:Iteration 18Q (81222.190000 sec): 3 clusters
  Score: Raw -619849.141031 + Penalty 2824.294716 = -617024.846315
  nChanged 45
		SP:Iteration 19Q (81222.400000 sec): 3 clusters
  Score: Raw -619861.356647 + Penalty 2824.294716 = -617037.061931
  nChanged 48
		SP:Iteration 20F (81222.600000 sec): 3 clusters
  Score: Raw -619872.300621 + Penalty 2824.294716 = -617048.005905
  nChanged 39
		SP:Iteration 21Q (81222.770000 sec): 3 clusters
  Score: Raw -619882.418643 + Penalty 2824.294716 = -617058.123927
  nChanged 26
		SP:Iteration 22Q (81223.030000 sec): 3 clusters
  Score: Raw -619890.850336 + Penalty 2824.294716 = -617066.555620
  nChanged 26
		SP:Iteration 23Q (81223.220000 sec): 3 clusters
  Score: Raw -619896.780070 + Penalty 2824.294716 = -617072.485354
  nChanged 23
		SP:Iteration 24Q (81223.430000 sec): 3 clusters
  Score: Raw -619901.641054 + Penalty 2824.294716 = -617077.346339
  nChanged 22
		SP:Iteration 25Q (81223.690000 sec): 3 clusters
  Score: Raw -619908.615602 + Penalty 2824.294716 = -617084.320887
  nChanged 26
		SP:Iteration 26Q (81223.930000 sec): 3 clusters
  Score: Raw -619917.879985 + Penalty 2824.294716 = -617093.585269
  nChanged 36
		SP:Iteration 27Q (81224.110000 sec): 3 clusters
  Score: Raw -619927.508832 + Penalty 2824.294716 = -617103.214117
  nChanged 28
		SP:Iteration 28Q (81224.320000 sec): 3 clusters
  Score: Raw -619933.864595 + Penalty 2824.294716 = -617109.569879
  nChanged 28
		SP:Iteration 29Q (81224.530000 sec): 3 clusters
  Score: Raw -619939.954671 + Penalty 2824.294716 = -617115.659955
  nChanged 23
		SP:Iteration 30Q (81224.790000 sec): 3 clusters
  Score: Raw -619945.721200 + Penalty 2824.294716 = -617121.426485
  nChanged 21
		SP:Iteration 31Q (81224.970000 sec): 3 clusters
  Score: Raw -619949.820333 + Penalty 2824.294716 = -617125.525617
  nChanged 19
		SP:Iteration 32Q (81225.190000 sec): 3 clusters
  Score: Raw -619954.213159 + Penalty 2824.294716 = -617129.918444
  nChanged 20
		SP:Iteration 33Q (81225.410000 sec): 3 clusters
  Score: Raw -619958.447106 + Penalty 2824.294716 = -617134.152390
  nChanged 12
		SP:Iteration 34Q (81225.600000 sec): 3 clusters
  Score: Raw -619961.505346 + Penalty 2824.294716 = -617137.210630
  nChanged 10
		SP:Iteration 35Q (81225.810000 sec): 3 clusters
  Score: Raw -619963.079839 + Penalty 2824.294716 = -617138.785124
  nChanged 7
		SP:Iteration 36Q (81226.020000 sec): 3 clusters
  Score: Raw -619964.511810 + Penalty 2824.294716 = -617140.217095
  nChanged 11
		SP:Iteration 37Q (81226.230000 sec): 3 clusters
  Score: Raw -619966.124540 + Penalty 2824.294716 = -617141.829824
  nChanged 11
		SP:Iteration 38Q (81226.420000 sec): 3 clusters
  Score: Raw -619968.413574 + Penalty 2824.294716 = -617144.118858
  nChanged 7
		SP:Iteration 39Q (81226.600000 sec): 3 clusters
  Score: Raw -619969.350030 + Penalty 2824.294716 = -617145.055314
  nChanged 10
		SP:Iteration 40F (81226.820000 sec): 3 clusters
  Score: Raw -619970.909684 + Penalty 2824.294716 = -617146.614969
  nChanged 5
		SP:Iteration 41Q (81227.010000 sec): 3 clusters
  Score: Raw -619971.505349 + Penalty 2824.294716 = -617147.210633
  nChanged 3
		SP:Iteration 42Q (81227.240000 sec): 3 clusters
  Score: Raw -619972.510616 + Penalty 2824.294716 = -617148.215900
  nChanged 10
		SP:Iteration 43Q (81227.460000 sec): 3 clusters
  Score: Raw -619974.100561 + Penalty 2824.294716 = -617149.805845
  nChanged 7
		SP:Iteration 44Q (81227.660000 sec): 3 clusters
  Score: Raw -619975.172743 + Penalty 2824.294716 = -617150.878028
  nChanged 5
		SP:Iteration 45Q (81227.870000 sec): 3 clusters
  Score: Raw -619976.013583 + Penalty 2824.294716 = -617151.718867
  nChanged 6
		SP:Iteration 46Q (81228.110000 sec): 3 clusters
  Score: Raw -619976.969742 + Penalty 2824.294716 = -617152.675026
  nChanged 6
		SP:Iteration 47Q (81228.320000 sec): 3 clusters
  Score: Raw -619980.115809 + Penalty 2824.294716 = -617155.821094
  nChanged 9
		SP:Iteration 48Q (81228.510000 sec): 3 clusters
  Score: Raw -619981.328195 + Penalty 2824.294716 = -617157.033479
  nChanged 4
		SP:Iteration 49Q (81228.700000 sec): 3 clusters
  Score: Raw -619981.973719 + Penalty 2824.294716 = -617157.679003
  nChanged 2
		SP:Iteration 50Q (81228.870000 sec): 3 clusters
  Score: Raw -619982.295825 + Penalty 2824.294716 = -617158.001109
  nChanged 1
		SP:Iteration 51Q (81229.080000 sec): 3 clusters
  Score: Raw -619982.470582 + Penalty 2824.294716 = -617158.175866
  nChanged 2
		SP:Iteration 52Q (81229.280000 sec): 3 clusters
  Score: Raw -619982.874276 + Penalty 2824.294716 = -617158.579561
  nChanged 2
		SP:Iteration 53Q (81229.500000 sec): 3 clusters
  Score: Raw -619983.159022 + Penalty 2824.294716 = -617158.864306
  nChanged 1
		SP:Iteration 54Q (81229.700000 sec): 3 clusters
  Score: Raw -619983.424469 + Penalty 2824.294716 = -617159.129754
  nChanged 1
		SP:Iteration 55Q (81229.890000 sec): 3 clusters
  Score: Raw -619983.656239 + Penalty 2824.294716 = -617159.361524
  nChanged 3
		SP:Iteration 56Q (81230.110000 sec): 3 clusters
  Score: Raw -619984.147496 + Penalty 2824.294716 = -617159.852780
  nChanged 4
		SP:Iteration 57Q (81230.320000 sec): 3 clusters
  Score: Raw -619984.684399 + Penalty 2824.294716 = -617160.389683
  nChanged 0
		SP:Iteration 58F (81230.520000 sec): 3 clusters
  Score: Raw -619984.684399 + Penalty 2824.294716 = -617160.389683
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (45842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81230.780000 sec): 2 clusters
  Score: Raw -5289734.893597 + Penalty 1744.105347 = -5287990.788250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81231.200000 sec): 3 clusters
  Score: Raw -5260749.987118 + Penalty 3488.210694 = -5257261.776424
  nChanged 21494
		SP:Iteration 1F (81231.700000 sec): 3 clusters
  Score: Raw -5273003.888883 + Penalty 3488.210694 = -5269515.678190
  nChanged 1903
		SP:Iteration 2Q (81232.060000 sec): 3 clusters
  Score: Raw -5273662.460802 + Penalty 3488.210694 = -5270174.250108
  nChanged 2067
		SP:Iteration 3Q (81232.450000 sec): 3 clusters
  Score: Raw -5274480.153232 + Penalty 3488.210694 = -5270991.942538
  nChanged 2275
		SP:Iteration 4Q (81232.940000 sec): 3 clusters
  Score: Raw -5275561.655095 + Penalty 3488.210694 = -5272073.444401
  nChanged 2482
		SP:Iteration 5F (81233.350000 sec): 3 clusters
  Score: Raw -5276933.807085 + Penalty 3488.210694 = -5273445.596391
  nChanged 2703
		SP:Iteration 6F (81233.740000 sec): 3 clusters
  Score: Raw -5278751.620943 + Penalty 3488.210694 = -5275263.410249
  nChanged 2927
		SP:Iteration 7F (81234.130000 sec): 3 clusters
  Score: Raw -5281053.237522 + Penalty 3488.210694 = -5277565.026828
  nChanged 2840
		SP:Iteration 8F (81234.520000 sec): 3 clusters
  Score: Raw -5283452.629619 + Penalty 3488.210694 = -5279964.418925
  nChanged 2348
		SP:Iteration 9F (81234.870000 sec): 3 clusters
  Score: Raw -5285379.181754 + Penalty 3488.210694 = -5281890.971060
  nChanged 1759
		SP:Iteration 10Q (81235.250000 sec): 3 clusters
  Score: Raw -5286676.732722 + Penalty 3488.210694 = -5283188.522028
  nChanged 1346
		SP:Iteration 11Q (81235.550000 sec): 3 clusters
  Score: Raw -5287622.811277 + Penalty 3488.210694 = -5284134.600583
  nChanged 1019
		SP:Iteration 12Q (81235.970000 sec): 3 clusters
  Score: Raw -5288331.990310 + Penalty 3488.210694 = -5284843.779616
  nChanged 847
		SP:Iteration 13Q (81236.400000 sec): 3 clusters
  Score: Raw -5288904.789214 + Penalty 3488.210694 = -5285416.578520
  nChanged 700
		SP:Iteration 14Q (81236.750000 sec): 3 clusters
  Score: Raw -5289342.385240 + Penalty 3488.210694 = -5285854.174547
  nChanged 586
		SP:Iteration 15Q (81237.080000 sec): 3 clusters
  Score: Raw -5289673.410184 + Penalty 3488.210694 = -5286185.199491
  nChanged 491
		SP:Iteration 16Q (81237.490000 sec): 3 clusters
  Score: Raw -5289910.228706 + Penalty 3488.210694 = -5286422.018013
  nChanged 399
		SP:Iteration 17Q (81237.830000 sec): 3 clusters
  Score: Raw -5290074.133473 + Penalty 3488.210694 = -5286585.922780
  nChanged 330
		SP:Iteration 18Q (81238.190000 sec): 3 clusters
  Score: Raw -5290182.291739 + Penalty 3488.210694 = -5286694.081045
  nChanged 262
		SP:Iteration 19Q (81238.520000 sec): 3 clusters
  Score: Raw -5290260.012288 + Penalty 3488.210694 = -5286771.801595
  nChanged 210
		SP:Iteration 20F (81238.920000 sec): 3 clusters
  Score: Raw -5290309.284609 + Penalty 3488.210694 = -5286821.073915
  nChanged 154
		SP:Iteration 21Q (81239.210000 sec): 3 clusters
  Score: Raw -5290345.628018 + Penalty 3488.210694 = -5286857.417324
  nChanged 144
		SP:Iteration 22Q (81239.610000 sec): 3 clusters
  Score: Raw -5290375.902848 + Penalty 3488.210694 = -5286887.692154
  nChanged 130
		SP:Iteration 23Q (81239.950000 sec): 3 clusters
  Score: Raw -5290400.280821 + Penalty 3488.210694 = -5286912.070127
  nChanged 97
		SP:Iteration 24Q (81240.270000 sec): 3 clusters
  Score: Raw -5290415.874885 + Penalty 3488.210694 = -5286927.664192
  nChanged 87
		SP:Iteration 25Q (81240.680000 sec): 3 clusters
  Score: Raw -5290428.493774 + Penalty 3488.210694 = -5286940.283080
  nChanged 67
		SP:Iteration 26Q (81241.070000 sec): 3 clusters
  Score: Raw -5290436.719112 + Penalty 3488.210694 = -5286948.508419
  nChanged 54
		SP:Iteration 27Q (81241.520000 sec): 3 clusters
  Score: Raw -5290442.317687 + Penalty 3488.210694 = -5286954.106994
  nChanged 34
		SP:Iteration 28Q (81241.890000 sec): 3 clusters
  Score: Raw -5290445.599620 + Penalty 3488.210694 = -5286957.388926
  nChanged 35
		SP:Iteration 29Q (81242.320000 sec): 3 clusters
  Score: Raw -5290449.152265 + Penalty 3488.210694 = -5286960.941571
  nChanged 28
		SP:Iteration 30Q (81242.750000 sec): 3 clusters
  Score: Raw -5290451.458551 + Penalty 3488.210694 = -5286963.247857
  nChanged 21
		SP:Iteration 31Q (81243.130000 sec): 3 clusters
  Score: Raw -5290453.270859 + Penalty 3488.210694 = -5286965.060165
  nChanged 22
		SP:Iteration 32Q (81243.510000 sec): 3 clusters
  Score: Raw -5290455.531955 + Penalty 3488.210694 = -5286967.321262
  nChanged 26
		SP:Iteration 33Q (81243.910000 sec): 3 clusters
  Score: Raw -5290457.923112 + Penalty 3488.210694 = -5286969.712418
  nChanged 21
		SP:Iteration 34Q (81244.290000 sec): 3 clusters
  Score: Raw -5290459.671731 + Penalty 3488.210694 = -5286971.461037
  nChanged 13
		SP:Iteration 35Q (81244.720000 sec): 3 clusters
  Score: Raw -5290460.955386 + Penalty 3488.210694 = -5286972.744692
  nChanged 12
		SP:Iteration 36Q (81245.070000 sec): 3 clusters
  Score: Raw -5290461.682652 + Penalty 3488.210694 = -5286973.471959
  nChanged 8
		SP:Iteration 37Q (81245.470000 sec): 3 clusters
  Score: Raw -5290462.313068 + Penalty 3488.210694 = -5286974.102374
  nChanged 14
		SP:Iteration 38Q (81245.860000 sec): 3 clusters
  Score: Raw -5290463.664849 + Penalty 3488.210694 = -5286975.454155
  nChanged 20
		SP:Iteration 39Q (81246.250000 sec): 3 clusters
  Score: Raw -5290465.249007 + Penalty 3488.210694 = -5286977.038313
  nChanged 17
		SP:Iteration 40F (81246.660000 sec): 3 clusters
  Score: Raw -5290466.826314 + Penalty 3488.210694 = -5286978.615621
  nChanged 22
		SP:Iteration 41Q (81247.010000 sec): 3 clusters
  Score: Raw -5290468.872168 + Penalty 3488.210694 = -5286980.661475
  nChanged 20
		SP:Iteration 42Q (81247.370000 sec): 3 clusters
  Score: Raw -5290470.490334 + Penalty 3488.210694 = -5286982.279640
  nChanged 17
		SP:Iteration 43Q (81247.740000 sec): 3 clusters
  Score: Raw -5290471.825772 + Penalty 3488.210694 = -5286983.615079
  nChanged 12
		SP:Iteration 44Q (81248.170000 sec): 3 clusters
  Score: Raw -5290472.636060 + Penalty 3488.210694 = -5286984.425367
  nChanged 10
		SP:Iteration 45Q (81248.570000 sec): 3 clusters
  Score: Raw -5290473.237366 + Penalty 3488.210694 = -5286985.026672
  nChanged 8
		SP:Iteration 46Q (81249.000000 sec): 3 clusters
  Score: Raw -5290474.010483 + Penalty 3488.210694 = -5286985.799789
  nChanged 9
		SP:Iteration 47Q (81249.430000 sec): 3 clusters
  Score: Raw -5290474.749056 + Penalty 3488.210694 = -5286986.538362
  nChanged 7
		SP:Iteration 48Q (81249.800000 sec): 3 clusters
  Score: Raw -5290475.068090 + Penalty 3488.210694 = -5286986.857396
  nChanged 8
		SP:Iteration 49Q (81250.130000 sec): 3 clusters
  Score: Raw -5290475.671012 + Penalty 3488.210694 = -5286987.460319
  nChanged 7
		SP:Iteration 50Q (81250.520000 sec): 3 clusters
  Score: Raw -5290476.244482 + Penalty 3488.210694 = -5286988.033789
  nChanged 8
		SP:Iteration 51Q (81250.910000 sec): 3 clusters
  Score: Raw -5290477.147058 + Penalty 3488.210694 = -5286988.936364
  nChanged 15
		SP:Iteration 52Q (81251.360000 sec): 3 clusters
  Score: Raw -5290478.642594 + Penalty 3488.210694 = -5286990.431901
  nChanged 16
		SP:Iteration 53Q (81251.740000 sec): 3 clusters
  Score: Raw -5290480.034126 + Penalty 3488.210694 = -5286991.823433
  nChanged 19
		SP:Iteration 54Q (81252.100000 sec): 3 clusters
  Score: Raw -5290481.497048 + Penalty 3488.210694 = -5286993.286355
  nChanged 18
		SP:Iteration 55Q (81252.520000 sec): 3 clusters
  Score: Raw -5290482.949909 + Penalty 3488.210694 = -5286994.739215
  nChanged 18
		SP:Iteration 56Q (81252.910000 sec): 3 clusters
  Score: Raw -5290484.367857 + Penalty 3488.210694 = -5286996.157164
  nChanged 18
		SP:Iteration 57Q (81253.330000 sec): 3 clusters
  Score: Raw -5290485.852733 + Penalty 3488.210694 = -5286997.642039
  nChanged 16
		SP:Iteration 58Q (81253.700000 sec): 3 clusters
  Score: Raw -5290487.547190 + Penalty 3488.210694 = -5286999.336497
  nChanged 18
		SP:Iteration 59Q (81254.100000 sec): 3 clusters
  Score: Raw -5290489.811607 + Penalty 3488.210694 = -5287001.600913
  nChanged 20
		SP:Iteration 60F (81254.550000 sec): 3 clusters
  Score: Raw -5290491.011070 + Penalty 3488.210694 = -5287002.800377
  nChanged 6
		SP:Iteration 61Q (81254.940000 sec): 3 clusters
  Score: Raw -5290491.387523 + Penalty 3488.210694 = -5287003.176830
  nChanged 8
		SP:Iteration 62Q (81255.310000 sec): 3 clusters
  Score: Raw -5290491.988473 + Penalty 3488.210694 = -5287003.777779
  nChanged 3
		SP:Iteration 63Q (81255.680000 sec): 3 clusters
  Score: Raw -5290492.123649 + Penalty 3488.210694 = -5287003.912955
  nChanged 3
		SP:Iteration 64Q (81256.090000 sec): 3 clusters
  Score: Raw -5290492.265096 + Penalty 3488.210694 = -5287004.054402
  nChanged 3
		SP:Iteration 65Q (81256.460000 sec): 3 clusters
  Score: Raw -5290492.461624 + Penalty 3488.210694 = -5287004.250930
  nChanged 3
		SP:Iteration 66Q (81256.910000 sec): 3 clusters
  Score: Raw -5290492.588131 + Penalty 3488.210694 = -5287004.377437
  nChanged 3
		SP:Iteration 67Q (81257.280000 sec): 3 clusters
  Score: Raw -5290492.762153 + Penalty 3488.210694 = -5287004.551460
  nChanged 6
		SP:Iteration 68Q (81257.720000 sec): 3 clusters
  Score: Raw -5290493.178852 + Penalty 3488.210694 = -5287004.968158
  nChanged 8
		SP:Iteration 69Q (81258.040000 sec): 3 clusters
  Score: Raw -5290493.605440 + Penalty 3488.210694 = -5287005.394746
  nChanged 3
		SP:Iteration 70Q (81258.410000 sec): 3 clusters
  Score: Raw -5290493.730444 + Penalty 3488.210694 = -5287005.519750
  nChanged 3
		SP:Iteration 71Q (81258.820000 sec): 3 clusters
  Score: Raw -5290493.948660 + Penalty 3488.210694 = -5287005.737967
  nChanged 5
		SP:Iteration 72Q (81259.250000 sec): 3 clusters
  Score: Raw -5290494.314393 + Penalty 3488.210694 = -5287006.103699
  nChanged 9
		SP:Iteration 73Q (81259.650000 sec): 3 clusters
  Score: Raw -5290494.808081 + Penalty 3488.210694 = -5287006.597388
  nChanged 7
		SP:Iteration 74Q (81260.030000 sec): 3 clusters
  Score: Raw -5290495.284698 + Penalty 3488.210694 = -5287007.074004
  nChanged 4
		SP:Iteration 75Q (81260.400000 sec): 3 clusters
  Score: Raw -5290495.426615 + Penalty 3488.210694 = -5287007.215921
  nChanged 3
		SP:Iteration 76Q (81260.840000 sec): 3 clusters
  Score: Raw -5290495.635475 + Penalty 3488.210694 = -5287007.424781
  nChanged 1
		SP:Iteration 77Q (81261.260000 sec): 3 clusters
  Score: Raw -5290495.677583 + Penalty 3488.210694 = -5287007.466889
  nChanged 0
		SP:Iteration 78F (81261.620000 sec): 3 clusters
  Score: Raw -5290495.677583 + Penalty 3488.210694 = -5287007.466889
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81261.780000 sec): 2 clusters
  Score: Raw -592506.297770 + Penalty 1378.422784 = -591127.874987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81261.980000 sec): 3 clusters
  Score: Raw -590014.046313 + Penalty 2756.845568 = -587257.200745
  nChanged 1978
		SP:Iteration 1F (81262.180000 sec): 3 clusters
  Score: Raw -591145.329408 + Penalty 2756.845568 = -588388.483840
  nChanged 355
		SP:Iteration 2F (81262.350000 sec): 3 clusters
  Score: Raw -591356.183732 + Penalty 2756.845568 = -588599.338164
  nChanged 280
		SP:Iteration 3F (81262.570000 sec): 3 clusters
  Score: Raw -591497.069467 + Penalty 2756.845568 = -588740.223900
  nChanged 207
		SP:Iteration 4Q (81262.760000 sec): 3 clusters
  Score: Raw -591604.685585 + Penalty 2756.845568 = -588847.840018
  nChanged 177
		SP:Iteration 5Q (81262.940000 sec): 3 clusters
  Score: Raw -591695.566412 + Penalty 2756.845568 = -588938.720845
  nChanged 168
		SP:Iteration 6Q (81263.100000 sec): 3 clusters
  Score: Raw -591775.604078 + Penalty 2756.845568 = -589018.758511
  nChanged 149
		SP:Iteration 7Q (81263.320000 sec): 3 clusters
  Score: Raw -591857.953441 + Penalty 2756.845568 = -589101.107873
  nChanged 150
		SP:Iteration 8Q (81263.520000 sec): 3 clusters
  Score: Raw -591940.138695 + Penalty 2756.845568 = -589183.293127
  nChanged 169
		SP:Iteration 9Q (81263.750000 sec): 3 clusters
  Score: Raw -592023.460941 + Penalty 2756.845568 = -589266.615374
  nChanged 136
		SP:Iteration 10Q (81263.950000 sec): 3 clusters
  Score: Raw -592082.338418 + Penalty 2756.845568 = -589325.492851
  nChanged 111
		SP:Iteration 11Q (81264.170000 sec): 3 clusters
  Score: Raw -592129.655777 + Penalty 2756.845568 = -589372.810209
  nChanged 102
		SP:Iteration 12Q (81264.340000 sec): 3 clusters
  Score: Raw -592166.040273 + Penalty 2756.845568 = -589409.194705
  nChanged 74
		SP:Iteration 13Q (81264.550000 sec): 3 clusters
  Score: Raw -592195.664430 + Penalty 2756.845568 = -589438.818862
  nChanged 67
		SP:Iteration 14Q (81264.800000 sec): 3 clusters
  Score: Raw -592214.353337 + Penalty 2756.845568 = -589457.507769
  nChanged 41
		SP:Iteration 15Q (81264.980000 sec): 3 clusters
  Score: Raw -592226.078189 + Penalty 2756.845568 = -589469.232622
  nChanged 38
		SP:Iteration 16Q (81265.180000 sec): 3 clusters
  Score: Raw -592236.641607 + Penalty 2756.845568 = -589479.796039
  nChanged 40
		SP:Iteration 17Q (81265.400000 sec): 3 clusters
  Score: Raw -592247.459765 + Penalty 2756.845568 = -589490.614197
  nChanged 35
		SP:Iteration 18Q (81265.600000 sec): 3 clusters
  Score: Raw -592257.155333 + Penalty 2756.845568 = -589500.309765
  nChanged 31
		SP:Iteration 19Q (81265.780000 sec): 3 clusters
  Score: Raw -592265.756080 + Penalty 2756.845568 = -589508.910513
  nChanged 18
		SP:Iteration 20F (81265.960000 sec): 3 clusters
  Score: Raw -592269.854966 + Penalty 2756.845568 = -589513.009399
  nChanged 10
		SP:Iteration 21Q (81266.220000 sec): 3 clusters
  Score: Raw -592272.296254 + Penalty 2756.845568 = -589515.450686
  nChanged 14
		SP:Iteration 22Q (81266.430000 sec): 3 clusters
  Score: Raw -592275.211153 + Penalty 2756.845568 = -589518.365585
  nChanged 18
		SP:Iteration 23Q (81266.690000 sec): 3 clusters
  Score: Raw -592279.441356 + Penalty 2756.845568 = -589522.595788
  nChanged 21
		SP:Iteration 24Q (81266.880000 sec): 3 clusters
  Score: Raw -592285.240722 + Penalty 2756.845568 = -589528.395155
  nChanged 15
		SP:Iteration 25Q (81267.020000 sec): 3 clusters
  Score: Raw -592288.665666 + Penalty 2756.845568 = -589531.820099
  nChanged 15
		SP:Iteration 26Q (81267.260000 sec): 3 clusters
  Score: Raw -592292.405335 + Penalty 2756.845568 = -589535.559767
  nChanged 13
		SP:Iteration 27Q (81267.450000 sec): 3 clusters
  Score: Raw -592296.066104 + Penalty 2756.845568 = -589539.220537
  nChanged 10
		SP:Iteration 28Q (81267.620000 sec): 3 clusters
  Score: Raw -592299.171084 + Penalty 2756.845568 = -589542.325516
  nChanged 12
		SP:Iteration 29Q (81267.860000 sec): 3 clusters
  Score: Raw -592303.237194 + Penalty 2756.845568 = -589546.391626
  nChanged 15
		SP:Iteration 30Q (81268.080000 sec): 3 clusters
  Score: Raw -592307.328668 + Penalty 2756.845568 = -589550.483101
  nChanged 9
		SP:Iteration 31Q (81268.300000 sec): 3 clusters
  Score: Raw -592309.640241 + Penalty 2756.845568 = -589552.794673
  nChanged 9
		SP:Iteration 32Q (81268.500000 sec): 3 clusters
  Score: Raw -592312.144895 + Penalty 2756.845568 = -589555.299328
  nChanged 9
		SP:Iteration 33Q (81268.710000 sec): 3 clusters
  Score: Raw -592314.351949 + Penalty 2756.845568 = -589557.506382
  nChanged 9
		SP:Iteration 34Q (81268.950000 sec): 3 clusters
  Score: Raw -592316.527721 + Penalty 2756.845568 = -589559.682153
  nChanged 6
		SP:Iteration 35Q (81269.200000 sec): 3 clusters
  Score: Raw -592317.776496 + Penalty 2756.845568 = -589560.930928
  nChanged 9
		SP:Iteration 36Q (81269.440000 sec): 3 clusters
  Score: Raw -592320.235705 + Penalty 2756.845568 = -589563.390138
  nChanged 11
		SP:Iteration 37Q (81269.660000 sec): 3 clusters
  Score: Raw -592322.429781 + Penalty 2756.845568 = -589565.584214
  nChanged 8
		SP:Iteration 38Q (81269.840000 sec): 3 clusters
  Score: Raw -592324.186750 + Penalty 2756.845568 = -589567.341183
  nChanged 8
		SP:Iteration 39Q (81270.030000 sec): 3 clusters
  Score: Raw -592326.226773 + Penalty 2756.845568 = -589569.381205
  nChanged 8
		SP:Iteration 40F (81270.260000 sec): 3 clusters
  Score: Raw -592327.964143 + Penalty 2756.845568 = -589571.118575
  nChanged 8
		SP:Iteration 41Q (81270.450000 sec): 3 clusters
  Score: Raw -592329.559302 + Penalty 2756.845568 = -589572.713734
  nChanged 10
		SP:Iteration 42Q (81270.610000 sec): 3 clusters
  Score: Raw -592331.964285 + Penalty 2756.845568 = -589575.118718
  nChanged 15
		SP:Iteration 43Q (81270.870000 sec): 3 clusters
  Score: Raw -592335.218022 + Penalty 2756.845568 = -589578.372454
  nChanged 14
		SP:Iteration 44Q (81271.030000 sec): 3 clusters
  Score: Raw -592337.786419 + Penalty 2756.845568 = -589580.940851
  nChanged 11
		SP:Iteration 45Q (81271.290000 sec): 3 clusters
  Score: Raw -592339.815520 + Penalty 2756.845568 = -589582.969952
  nChanged 6
		SP:Iteration 46Q (81271.500000 sec): 3 clusters
  Score: Raw -592340.892072 + Penalty 2756.845568 = -589584.046505
  nChanged 4
		SP:Iteration 47Q (81271.680000 sec): 3 clusters
  Score: Raw -592341.563048 + Penalty 2756.845568 = -589584.717480
  nChanged 2
		SP:Iteration 48Q (81271.890000 sec): 3 clusters
  Score: Raw -592342.095220 + Penalty 2756.845568 = -589585.249652
  nChanged 4
		SP:Iteration 49Q (81272.080000 sec): 3 clusters
  Score: Raw -592343.032384 + Penalty 2756.845568 = -589586.186816
  nChanged 4
		SP:Iteration 50Q (81272.300000 sec): 3 clusters
  Score: Raw -592343.714403 + Penalty 2756.845568 = -589586.868835
  nChanged 2
		SP:Iteration 51Q (81272.530000 sec): 3 clusters
  Score: Raw -592344.001992 + Penalty 2756.845568 = -589587.156424
  nChanged 1
		SP:Iteration 52Q (81272.690000 sec): 3 clusters
  Score: Raw -592344.233361 + Penalty 2756.845568 = -589587.387793
  nChanged 1
		SP:Iteration 53Q (81272.880000 sec): 3 clusters
  Score: Raw -592344.405722 + Penalty 2756.845568 = -589587.560154
  nChanged 1
		SP:Iteration 54Q (81273.070000 sec): 3 clusters
  Score: Raw -592344.656430 + Penalty 2756.845568 = -589587.810862
  nChanged 3
		SP:Iteration 55Q (81273.300000 sec): 3 clusters
  Score: Raw -592345.305021 + Penalty 2756.845568 = -589588.459453
  nChanged 5
		SP:Iteration 56Q (81273.510000 sec): 3 clusters
  Score: Raw -592346.277874 + Penalty 2756.845568 = -589589.432307
  nChanged 5
		SP:Iteration 57Q (81273.710000 sec): 3 clusters
  Score: Raw -592347.138060 + Penalty 2756.845568 = -589590.292492
  nChanged 4
		SP:Iteration 58Q (81273.930000 sec): 3 clusters
  Score: Raw -592347.869639 + Penalty 2756.845568 = -589591.024072
  nChanged 7
		SP:Iteration 59Q (81274.100000 sec): 3 clusters
  Score: Raw -592349.612540 + Penalty 2756.845568 = -589592.766972
  nChanged 12
		SP:Iteration 60F (81274.300000 sec): 3 clusters
  Score: Raw -592352.269515 + Penalty 2756.845568 = -589595.423948
  nChanged 12
		SP:Iteration 61Q (81274.490000 sec): 3 clusters
  Score: Raw -592355.207571 + Penalty 2756.845568 = -589598.362003
  nChanged 14
		SP:Iteration 62Q (81274.700000 sec): 3 clusters
  Score: Raw -592358.259841 + Penalty 2756.845568 = -589601.414273
  nChanged 9
		SP:Iteration 63Q (81274.890000 sec): 3 clusters
  Score: Raw -592360.379545 + Penalty 2756.845568 = -589603.533978
  nChanged 10
		SP:Iteration 64Q (81275.080000 sec): 3 clusters
  Score: Raw -592362.267169 + Penalty 2756.845568 = -589605.421601
  nChanged 7
		SP:Iteration 65Q (81275.340000 sec): 3 clusters
  Score: Raw -592363.753399 + Penalty 2756.845568 = -589606.907831
  nChanged 7
		SP:Iteration 66Q (81275.560000 sec): 3 clusters
  Score: Raw -592365.116983 + Penalty 2756.845568 = -589608.271415
  nChanged 6
		SP:Iteration 67Q (81275.740000 sec): 3 clusters
  Score: Raw -592366.990852 + Penalty 2756.845568 = -589610.145284
  nChanged 8
		SP:Iteration 68Q (81275.970000 sec): 3 clusters
  Score: Raw -592368.565389 + Penalty 2756.845568 = -589611.719821
  nChanged 6
		SP:Iteration 69Q (81276.150000 sec): 3 clusters
  Score: Raw -592369.753185 + Penalty 2756.845568 = -589612.907617
  nChanged 6
		SP:Iteration 70Q (81276.350000 sec): 3 clusters
  Score: Raw -592371.338849 + Penalty 2756.845568 = -589614.493281
  nChanged 6
		SP:Iteration 71Q (81276.530000 sec): 3 clusters
  Score: Raw -592372.916367 + Penalty 2756.845568 = -589616.070799
  nChanged 3
		SP:Iteration 72Q (81276.770000 sec): 3 clusters
  Score: Raw -592373.445538 + Penalty 2756.845568 = -589616.599971
  nChanged 6
		SP:Iteration 73Q (81276.970000 sec): 3 clusters
  Score: Raw -592374.713172 + Penalty 2756.845568 = -589617.867604
  nChanged 3
		SP:Iteration 74Q (81277.180000 sec): 3 clusters
  Score: Raw -592375.413002 + Penalty 2756.845568 = -589618.567435
  nChanged 5
		SP:Iteration 75Q (81277.370000 sec): 3 clusters
  Score: Raw -592376.415351 + Penalty 2756.845568 = -589619.569784
  nChanged 2
		SP:Iteration 76Q (81277.610000 sec): 3 clusters
  Score: Raw -592376.818640 + Penalty 2756.845568 = -589619.973072
  nChanged 3
		SP:Iteration 77Q (81277.810000 sec): 3 clusters
  Score: Raw -592377.375221 + Penalty 2756.845568 = -589620.529654
  nChanged 2
		SP:Iteration 78Q (81277.990000 sec): 3 clusters
  Score: Raw -592377.631243 + Penalty 2756.845568 = -589620.785675
  nChanged 0
		SP:Iteration 79F (81278.180000 sec): 3 clusters
  Score: Raw -592377.631243 + Penalty 2756.845568 = -589620.785675
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (15370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81278.330000 sec): 2 clusters
  Score: Raw -1685476.442843 + Penalty 1566.528086 = -1683909.914757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81278.590000 sec): 3 clusters
  Score: Raw -1676484.906564 + Penalty 3133.056172 = -1673351.850392
  nChanged 6784
		SP:Iteration 1F (81278.820000 sec): 3 clusters
  Score: Raw -1680810.193960 + Penalty 3133.056172 = -1677677.137788
  nChanged 1287
		SP:Iteration 2F (81279.150000 sec): 3 clusters
  Score: Raw -1681873.487339 + Penalty 3133.056172 = -1678740.431167
  nChanged 1219
		SP:Iteration 3F (81279.360000 sec): 3 clusters
  Score: Raw -1682891.027623 + Penalty 3133.056172 = -1679757.971451
  nChanged 1133
		SP:Iteration 4F (81279.610000 sec): 3 clusters
  Score: Raw -1683725.851146 + Penalty 3133.056172 = -1680592.794974
  nChanged 926
		SP:Iteration 5F (81279.860000 sec): 3 clusters
  Score: Raw -1684292.669768 + Penalty 3133.056172 = -1681159.613596
  nChanged 727
		SP:Iteration 6Q (81280.070000 sec): 3 clusters
  Score: Raw -1684668.163087 + Penalty 3133.056172 = -1681535.106916
  nChanged 565
		SP:Iteration 7Q (81280.340000 sec): 3 clusters
  Score: Raw -1684952.759153 + Penalty 3133.056172 = -1681819.702982
  nChanged 455
		SP:Iteration 8Q (81280.540000 sec): 3 clusters
  Score: Raw -1685158.246857 + Penalty 3133.056172 = -1682025.190685
  nChanged 395
		SP:Iteration 9Q (81280.780000 sec): 3 clusters
  Score: Raw -1685322.723840 + Penalty 3133.056172 = -1682189.667669
  nChanged 334
		SP:Iteration 10Q (81281.010000 sec): 3 clusters
  Score: Raw -1685448.142303 + Penalty 3133.056172 = -1682315.086131
  nChanged 263
		SP:Iteration 11Q (81281.250000 sec): 3 clusters
  Score: Raw -1685537.913919 + Penalty 3133.056172 = -1682404.857747
  nChanged 220
		SP:Iteration 12Q (81281.570000 sec): 3 clusters
  Score: Raw -1685603.742798 + Penalty 3133.056172 = -1682470.686626
  nChanged 230
		SP:Iteration 13Q (81281.800000 sec): 3 clusters
  Score: Raw -1685671.492148 + Penalty 3133.056172 = -1682538.435976
  nChanged 194
		SP:Iteration 14Q (81282.090000 sec): 3 clusters
  Score: Raw -1685725.644639 + Penalty 3133.056172 = -1682592.588467
  nChanged 194
		SP:Iteration 15Q (81282.350000 sec): 3 clusters
  Score: Raw -1685775.902832 + Penalty 3133.056172 = -1682642.846660
  nChanged 183
		SP:Iteration 16Q (81282.600000 sec): 3 clusters
  Score: Raw -1685823.316891 + Penalty 3133.056172 = -1682690.260719
  nChanged 169
		SP:Iteration 17Q (81282.800000 sec): 3 clusters
  Score: Raw -1685868.048707 + Penalty 3133.056172 = -1682734.992536
  nChanged 161
		SP:Iteration 18Q (81283.060000 sec): 3 clusters
  Score: Raw -1685909.309653 + Penalty 3133.056172 = -1682776.253481
  nChanged 159
		SP:Iteration 19Q (81283.330000 sec): 3 clusters
  Score: Raw -1685950.010912 + Penalty 3133.056172 = -1682816.954740
  nChanged 162
		SP:Iteration 20F (81283.550000 sec): 3 clusters
  Score: Raw -1685994.038706 + Penalty 3133.056172 = -1682860.982534
  nChanged 143
		SP:Iteration 21Q (81283.750000 sec): 3 clusters
  Score: Raw -1686032.520532 + Penalty 3133.056172 = -1682899.464360
  nChanged 172
		SP:Iteration 22Q (81284.000000 sec): 3 clusters
  Score: Raw -1686079.564205 + Penalty 3133.056172 = -1682946.508033
  nChanged 153
		SP:Iteration 23Q (81284.220000 sec): 3 clusters
  Score: Raw -1686110.105248 + Penalty 3133.056172 = -1682977.049076
  nChanged 111
		SP:Iteration 24Q (81284.510000 sec): 3 clusters
  Score: Raw -1686135.609286 + Penalty 3133.056172 = -1683002.553114
  nChanged 123
		SP:Iteration 25Q (81284.780000 sec): 3 clusters
  Score: Raw -1686167.492188 + Penalty 3133.056172 = -1683034.436016
  nChanged 142
		SP:Iteration 26Q (81285.070000 sec): 3 clusters
  Score: Raw -1686206.212443 + Penalty 3133.056172 = -1683073.156271
  nChanged 126
		SP:Iteration 27Q (81285.270000 sec): 3 clusters
  Score: Raw -1686237.033205 + Penalty 3133.056172 = -1683103.977033
  nChanged 127
		SP:Iteration 28Q (81285.610000 sec): 3 clusters
  Score: Raw -1686269.562812 + Penalty 3133.056172 = -1683136.506640
  nChanged 137
		SP:Iteration 29Q (81285.900000 sec): 3 clusters
  Score: Raw -1686309.732060 + Penalty 3133.056172 = -1683176.675889
  nChanged 135
		SP:Iteration 30Q (81286.150000 sec): 3 clusters
  Score: Raw -1686345.499489 + Penalty 3133.056172 = -1683212.443317
  nChanged 113
		SP:Iteration 31Q (81286.420000 sec): 3 clusters
  Score: Raw -1686376.636020 + Penalty 3133.056172 = -1683243.579848
  nChanged 116
		SP:Iteration 32Q (81286.750000 sec): 3 clusters
  Score: Raw -1686408.256759 + Penalty 3133.056172 = -1683275.200588
  nChanged 110
		SP:Iteration 33Q (81286.940000 sec): 3 clusters
  Score: Raw -1686434.091293 + Penalty 3133.056172 = -1683301.035121
  nChanged 85
		SP:Iteration 34Q (81287.240000 sec): 3 clusters
  Score: Raw -1686453.677098 + Penalty 3133.056172 = -1683320.620926
  nChanged 95
		SP:Iteration 35Q (81287.450000 sec): 3 clusters
  Score: Raw -1686476.318544 + Penalty 3133.056172 = -1683343.262372
  nChanged 97
		SP:Iteration 36Q (81287.720000 sec): 3 clusters
  Score: Raw -1686500.283768 + Penalty 3133.056172 = -1683367.227596
  nChanged 78
		SP:Iteration 37Q (81287.950000 sec): 3 clusters
  Score: Raw -1686520.332580 + Penalty 3133.056172 = -1683387.276408
  nChanged 75
		SP:Iteration 38Q (81288.200000 sec): 3 clusters
  Score: Raw -1686539.058102 + Penalty 3133.056172 = -1683406.001930
  nChanged 71
		SP:Iteration 39Q (81288.460000 sec): 3 clusters
  Score: Raw -1686554.589764 + Penalty 3133.056172 = -1683421.533592
  nChanged 55
		SP:Iteration 40F (81288.710000 sec): 3 clusters
  Score: Raw -1686564.389024 + Penalty 3133.056172 = -1683431.332852
  nChanged 45
		SP:Iteration 41Q (81288.970000 sec): 3 clusters
  Score: Raw -1686571.581004 + Penalty 3133.056172 = -1683438.524832
  nChanged 41
		SP:Iteration 42Q (81289.250000 sec): 3 clusters
  Score: Raw -1686579.347080 + Penalty 3133.056172 = -1683446.290909
  nChanged 37
		SP:Iteration 43Q (81289.480000 sec): 3 clusters
  Score: Raw -1686585.904723 + Penalty 3133.056172 = -1683452.848551
  nChanged 31
		SP:Iteration 44Q (81289.770000 sec): 3 clusters
  Score: Raw -1686590.766173 + Penalty 3133.056172 = -1683457.710001
  nChanged 38
		SP:Iteration 45Q (81290.060000 sec): 3 clusters
  Score: Raw -1686598.589490 + Penalty 3133.056172 = -1683465.533318
  nChanged 36
		SP:Iteration 46Q (81290.300000 sec): 3 clusters
  Score: Raw -1686605.338374 + Penalty 3133.056172 = -1683472.282202
  nChanged 28
		SP:Iteration 47Q (81290.570000 sec): 3 clusters
  Score: Raw -1686611.356248 + Penalty 3133.056172 = -1683478.300077
  nChanged 39
		SP:Iteration 48Q (81290.810000 sec): 3 clusters
  Score: Raw -1686622.372415 + Penalty 3133.056172 = -1683489.316243
  nChanged 50
		SP:Iteration 49Q (81291.080000 sec): 3 clusters
  Score: Raw -1686641.284222 + Penalty 3133.056172 = -1683508.228050
  nChanged 63
		SP:Iteration 50Q (81291.370000 sec): 3 clusters
  Score: Raw -1686670.228432 + Penalty 3133.056172 = -1683537.172260
  nChanged 69
		SP:Iteration 51Q (81291.650000 sec): 3 clusters
  Score: Raw -1686714.219920 + Penalty 3133.056172 = -1683581.163748
  nChanged 71
		SP:Iteration 52Q (81291.910000 sec): 3 clusters
  Score: Raw -1686764.048755 + Penalty 3133.056172 = -1683630.992583
  nChanged 81
		SP:Iteration 53Q (81292.230000 sec): 3 clusters
  Score: Raw -1686812.428159 + Penalty 3133.056172 = -1683679.371987
  nChanged 92
		SP:Iteration 54Q (81292.460000 sec): 3 clusters
  Score: Raw -1686870.104388 + Penalty 3133.056172 = -1683737.048217
  nChanged 87
		SP:Iteration 55Q (81292.700000 sec): 3 clusters
  Score: Raw -1686918.145967 + Penalty 3133.056172 = -1683785.089796
  nChanged 81
		SP:Iteration 56Q (81292.970000 sec): 3 clusters
  Score: Raw -1686961.776198 + Penalty 3133.056172 = -1683828.720026
  nChanged 80
		SP:Iteration 57Q (81293.190000 sec): 3 clusters
  Score: Raw -1687008.990433 + Penalty 3133.056172 = -1683875.934261
  nChanged 83
		SP:Iteration 58Q (81293.440000 sec): 3 clusters
  Score: Raw -1687054.587450 + Penalty 3133.056172 = -1683921.531278
  nChanged 67
		SP:Iteration 59Q (81293.690000 sec): 3 clusters
  Score: Raw -1687082.685574 + Penalty 3133.056172 = -1683949.629402
  nChanged 56
		SP:Iteration 60F (81293.920000 sec): 3 clusters
  Score: Raw -1687107.037782 + Penalty 3133.056172 = -1683973.981611
  nChanged 36
		SP:Iteration 61Q (81294.170000 sec): 3 clusters
  Score: Raw -1687120.137202 + Penalty 3133.056172 = -1683987.081030
  nChanged 32
		SP:Iteration 62Q (81294.430000 sec): 3 clusters
  Score: Raw -1687131.070168 + Penalty 3133.056172 = -1683998.013996
  nChanged 27
		SP:Iteration 63Q (81294.700000 sec): 3 clusters
  Score: Raw -1687137.677183 + Penalty 3133.056172 = -1684004.621011
  nChanged 15
		SP:Iteration 64Q (81295.040000 sec): 3 clusters
  Score: Raw -1687140.728658 + Penalty 3133.056172 = -1684007.672486
  nChanged 11
		SP:Iteration 65Q (81295.250000 sec): 3 clusters
  Score: Raw -1687143.566197 + Penalty 3133.056172 = -1684010.510025
  nChanged 8
		SP:Iteration 66Q (81295.510000 sec): 3 clusters
  Score: Raw -1687145.039170 + Penalty 3133.056172 = -1684011.982998
  nChanged 11
		SP:Iteration 67Q (81295.760000 sec): 3 clusters
  Score: Raw -1687147.704774 + Penalty 3133.056172 = -1684014.648602
  nChanged 4
		SP:Iteration 68Q (81296.030000 sec): 3 clusters
  Score: Raw -1687148.833458 + Penalty 3133.056172 = -1684015.777287
  nChanged 4
		SP:Iteration 69Q (81296.250000 sec): 3 clusters
  Score: Raw -1687149.726773 + Penalty 3133.056172 = -1684016.670601
  nChanged 4
		SP:Iteration 70Q (81296.510000 sec): 3 clusters
  Score: Raw -1687150.579685 + Penalty 3133.056172 = -1684017.523514
  nChanged 1
		SP:Iteration 71Q (81296.790000 sec): 3 clusters
  Score: Raw -1687150.638587 + Penalty 3133.056172 = -1684017.582415
  nChanged 0
		SP:Iteration 72F (81297.070000 sec): 3 clusters
  Score: Raw -1687150.638587 + Penalty 3133.056172 = -1684017.582415
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81297.200000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81297.400000 sec): 3 clusters
  Score: Raw -19209.166320 + Penalty 1708.685996 = -17500.480324
  nChanged 23
		SP:Iteration 1F (81297.570000 sec): 3 clusters
  Score: Raw -19272.344629 + Penalty 1708.685996 = -17563.658633
  nChanged 5
		SP:Iteration 2Q (81297.750000 sec): 3 clusters
  Score: Raw -19285.230698 + Penalty 1708.685996 = -17576.544702
  nChanged 3
		SP:Iteration 3Q (81297.940000 sec): 3 clusters
  Score: Raw -19301.227613 + Penalty 1708.685996 = -17592.541617
  nChanged 2
		SP:Iteration 4Q (81298.140000 sec): 3 clusters
  Score: Raw -19311.858884 + Penalty 1708.685996 = -17603.172888
  nChanged 3
		SP:Iteration 5Q (81298.360000 sec): 3 clusters
  Score: Raw -19320.099608 + Penalty 1708.685996 = -17611.413612
  nChanged 1
		SP:Iteration 6Q (81298.570000 sec): 3 clusters
  Score: Raw -19324.127671 + Penalty 1708.685996 = -17615.441675
  nChanged 2
		SP:Iteration 7Q (81298.740000 sec): 3 clusters
  Score: Raw -19334.461507 + Penalty 1708.685996 = -17625.775511
  nChanged 3
		SP:Iteration 8Q (81298.930000 sec): 3 clusters
  Score: Raw -19342.636955 + Penalty 1708.685996 = -17633.950959
  nChanged 1
		SP:Iteration 9Q (81299.170000 sec): 3 clusters
  Score: Raw -19345.446114 + Penalty 1708.685996 = -17636.760118
  nChanged 0
		SP:Iteration 10F (81299.360000 sec): 3 clusters
  Score: Raw -19345.446114 + Penalty 1708.685996 = -17636.760118
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (362911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81300.770000 sec): 2 clusters
  Score: Raw -44136828.057092 + Penalty 2080.310847 = -44134747.746245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81302.570000 sec): 3 clusters
  Score: Raw -43893282.644502 + Penalty 4160.621694 = -43889122.022808
  nChanged 177402
		SP:Iteration 1F (81304.250000 sec): 3 clusters
  Score: Raw -44000911.317077 + Penalty 4160.621694 = -43996750.695383
  nChanged 9772
		SP:Iteration 2Q (81305.930000 sec): 3 clusters
  Score: Raw -44003117.882540 + Penalty 4160.621694 = -43998957.260846
  nChanged 11107
		SP:Iteration 3Q (81307.550000 sec): 3 clusters
  Score: Raw -44006148.231829 + Penalty 4160.621694 = -44001987.610135
  nChanged 13159
		SP:Iteration 4Q (81309.510000 sec): 3 clusters
  Score: Raw -44010466.351989 + Penalty 4160.621694 = -44006305.730295
  nChanged 15599
		SP:Iteration 5Q (81311.210000 sec): 3 clusters
  Score: Raw -44016880.931832 + Penalty 4160.621694 = -44012720.310138
  nChanged 18914
		SP:Iteration 6F (81312.810000 sec): 3 clusters
  Score: Raw -44026780.042101 + Penalty 4160.621694 = -44022619.420408
  nChanged 21852
		SP:Iteration 7F (81315.030000 sec): 3 clusters
  Score: Raw -44040587.446638 + Penalty 4160.621694 = -44036426.824945
  nChanged 22958
		SP:Iteration 8F (81317.150000 sec): 3 clusters
  Score: Raw -44056864.373049 + Penalty 4160.621694 = -44052703.751356
  nChanged 21311
		SP:Iteration 9F (81318.760000 sec): 3 clusters
  Score: Raw -44072909.380271 + Penalty 4160.621694 = -44068748.758577
  nChanged 17589
		SP:Iteration 10Q (81320.430000 sec): 3 clusters
  Score: Raw -44085464.185250 + Penalty 4160.621694 = -44081303.563556
  nChanged 13230
		SP:Iteration 11Q (81322.210000 sec): 3 clusters
  Score: Raw -44093265.700775 + Penalty 4160.621694 = -44089105.079081
  nChanged 9936
		SP:Iteration 12Q (81323.890000 sec): 3 clusters
  Score: Raw -44098459.599825 + Penalty 4160.621694 = -44094298.978131
  nChanged 8544
		SP:Iteration 13Q (81325.510000 sec): 3 clusters
  Score: Raw -44102960.503293 + Penalty 4160.621694 = -44098799.881599
  nChanged 8157
		SP:Iteration 14Q (81327.230000 sec): 3 clusters
  Score: Raw -44107484.257932 + Penalty 4160.621694 = -44103323.636238
  nChanged 7743
		SP:Iteration 15Q (81328.830000 sec): 3 clusters
  Score: Raw -44111935.815391 + Penalty 4160.621694 = -44107775.193697
  nChanged 7116
		SP:Iteration 16Q (81330.290000 sec): 3 clusters
  Score: Raw -44116151.780101 + Penalty 4160.621694 = -44111991.158408
  nChanged 6355
		SP:Iteration 17Q (81331.850000 sec): 3 clusters
  Score: Raw -44120088.509579 + Penalty 4160.621694 = -44115927.887885
  nChanged 5579
		SP:Iteration 18Q (81333.470000 sec): 3 clusters
  Score: Raw -44123727.834548 + Penalty 4160.621694 = -44119567.212855
  nChanged 4780
		SP:Iteration 19Q (81334.920000 sec): 3 clusters
  Score: Raw -44126896.555965 + Penalty 4160.621694 = -44122735.934271
  nChanged 3849
		SP:Iteration 20F (81336.440000 sec): 3 clusters
  Score: Raw -44129511.755342 + Penalty 4160.621694 = -44125351.133648
  nChanged 3113
		SP:Iteration 21Q (81337.900000 sec): 3 clusters
  Score: Raw -44131663.987292 + Penalty 4160.621694 = -44127503.365598
  nChanged 2485
		SP:Iteration 22Q (81339.390000 sec): 3 clusters
  Score: Raw -44133403.878377 + Penalty 4160.621694 = -44129243.256683
  nChanged 1835
		SP:Iteration 23Q (81340.750000 sec): 3 clusters
  Score: Raw -44134645.669978 + Penalty 4160.621694 = -44130485.048284
  nChanged 1342
		SP:Iteration 24Q (81342.110000 sec): 3 clusters
  Score: Raw -44135520.459169 + Penalty 4160.621694 = -44131359.837475
  nChanged 932
		SP:Iteration 25Q (81343.500000 sec): 3 clusters
  Score: Raw -44136085.340449 + Penalty 4160.621694 = -44131924.718755
  nChanged 672
		SP:Iteration 26Q (81345.170000 sec): 3 clusters
  Score: Raw -44136449.783326 + Penalty 4160.621694 = -44132289.161632
  nChanged 456
		SP:Iteration 27Q (81346.690000 sec): 3 clusters
  Score: Raw -44136670.926045 + Penalty 4160.621694 = -44132510.304351
  nChanged 342
		SP:Iteration 28Q (81348.160000 sec): 3 clusters
  Score: Raw -44136823.049270 + Penalty 4160.621694 = -44132662.427576
  nChanged 244
		SP:Iteration 29Q (81349.690000 sec): 3 clusters
  Score: Raw -44136926.776967 + Penalty 4160.621694 = -44132766.155273
  nChanged 171
		SP:Iteration 30Q (81351.110000 sec): 3 clusters
  Score: Raw -44136988.872898 + Penalty 4160.621694 = -44132828.251204
  nChanged 129
		SP:Iteration 31Q (81352.640000 sec): 3 clusters
  Score: Raw -44137032.564105 + Penalty 4160.621694 = -44132871.942411
  nChanged 102
		SP:Iteration 32Q (81354.060000 sec): 3 clusters
  Score: Raw -44137065.276677 + Penalty 4160.621694 = -44132904.654983
  nChanged 104
		SP:Iteration 33Q (81355.670000 sec): 3 clusters
  Score: Raw -44137100.337027 + Penalty 4160.621694 = -44132939.715333
  nChanged 84
		SP:Iteration 34Q (81357.270000 sec): 3 clusters
  Score: Raw -44137128.081085 + Penalty 4160.621694 = -44132967.459391
  nChanged 67
		SP:Iteration 35Q (81358.630000 sec): 3 clusters
  Score: Raw -44137147.650248 + Penalty 4160.621694 = -44132987.028554
  nChanged 54
		SP:Iteration 36Q (81360.070000 sec): 3 clusters
  Score: Raw -44137160.559090 + Penalty 4160.621694 = -44132999.937396
  nChanged 28
		SP:Iteration 37Q (81361.720000 sec): 3 clusters
  Score: Raw -44137166.941093 + Penalty 4160.621694 = -44133006.319399
  nChanged 12
		SP:Iteration 38Q (81363.270000 sec): 3 clusters
  Score: Raw -44137169.698754 + Penalty 4160.621694 = -44133009.077060
  nChanged 6
		SP:Iteration 39Q (81364.720000 sec): 3 clusters
  Score: Raw -44137170.741269 + Penalty 4160.621694 = -44133010.119575
  nChanged 8
		SP:Iteration 40F (81366.450000 sec): 3 clusters
  Score: Raw -44137172.463978 + Penalty 4160.621694 = -44133011.842284
  nChanged 9
		SP:Iteration 41Q (81368.340000 sec): 3 clusters
  Score: Raw -44137174.967723 + Penalty 4160.621694 = -44133014.346029
  nChanged 11
		SP:Iteration 42Q (81370.150000 sec): 3 clusters
  Score: Raw -44137177.026973 + Penalty 4160.621694 = -44133016.405280
  nChanged 10
		SP:Iteration 43Q (81371.800000 sec): 3 clusters
  Score: Raw -44137179.213897 + Penalty 4160.621694 = -44133018.592203
  nChanged 10
		SP:Iteration 44Q (81373.630000 sec): 3 clusters
  Score: Raw -44137181.156720 + Penalty 4160.621694 = -44133020.535026
  nChanged 10
		SP:Iteration 45Q (81375.320000 sec): 3 clusters
  Score: Raw -44137183.897807 + Penalty 4160.621694 = -44133023.276114
  nChanged 10
		SP:Iteration 46Q (81376.750000 sec): 3 clusters
  Score: Raw -44137187.517007 + Penalty 4160.621694 = -44133026.895313
  nChanged 16
		SP:Iteration 47Q (81378.210000 sec): 3 clusters
  Score: Raw -44137193.104151 + Penalty 4160.621694 = -44133032.482457
  nChanged 11
		SP:Iteration 48Q (81379.900000 sec): 3 clusters
  Score: Raw -44137196.304805 + Penalty 4160.621694 = -44133035.683111
  nChanged 14
		SP:Iteration 49Q (81381.390000 sec): 3 clusters
  Score: Raw -44137199.767751 + Penalty 4160.621694 = -44133039.146057
  nChanged 11
		SP:Iteration 50Q (81382.740000 sec): 3 clusters
  Score: Raw -44137202.227709 + Penalty 4160.621694 = -44133041.606015
  nChanged 8
		SP:Iteration 51Q (81384.380000 sec): 3 clusters
  Score: Raw -44137204.570191 + Penalty 4160.621694 = -44133043.948498
  nChanged 9
		SP:Iteration 52Q (81385.740000 sec): 3 clusters
  Score: Raw -44137207.218251 + Penalty 4160.621694 = -44133046.596557
  nChanged 11
		SP:Iteration 53Q (81386.990000 sec): 3 clusters
  Score: Raw -44137210.014428 + Penalty 4160.621694 = -44133049.392734
  nChanged 10
		SP:Iteration 54Q (81388.460000 sec): 3 clusters
  Score: Raw -44137212.106551 + Penalty 4160.621694 = -44133051.484857
  nChanged 6
		SP:Iteration 55Q (81390.030000 sec): 3 clusters
  Score: Raw -44137213.509107 + Penalty 4160.621694 = -44133052.887413
  nChanged 5
		SP:Iteration 56Q (81391.490000 sec): 3 clusters
  Score: Raw -44137214.809765 + Penalty 4160.621694 = -44133054.188071
  nChanged 10
		SP:Iteration 57Q (81393.080000 sec): 3 clusters
  Score: Raw -44137218.059785 + Penalty 4160.621694 = -44133057.438091
  nChanged 13
		SP:Iteration 58Q (81394.630000 sec): 3 clusters
  Score: Raw -44137220.964600 + Penalty 4160.621694 = -44133060.342906
  nChanged 7
		SP:Iteration 59Q (81396.250000 sec): 3 clusters
  Score: Raw -44137222.177724 + Penalty 4160.621694 = -44133061.556030
  nChanged 5
		SP:Iteration 60F (81398.030000 sec): 3 clusters
  Score: Raw -44137223.603831 + Penalty 4160.621694 = -44133062.982138
  nChanged 3
		SP:Iteration 61Q (81399.650000 sec): 3 clusters
  Score: Raw -44137224.438492 + Penalty 4160.621694 = -44133063.816799
  nChanged 3
		SP:Iteration 62Q (81401.320000 sec): 3 clusters
  Score: Raw -44137224.903225 + Penalty 4160.621694 = -44133064.281531
  nChanged 3
		SP:Iteration 63Q (81402.960000 sec): 3 clusters
  Score: Raw -44137225.555679 + Penalty 4160.621694 = -44133064.933986
  nChanged 4
		SP:Iteration 64Q (81404.460000 sec): 3 clusters
  Score: Raw -44137227.296961 + Penalty 4160.621694 = -44133066.675267
  nChanged 6
		SP:Iteration 65Q (81406.000000 sec): 3 clusters
  Score: Raw -44137228.932803 + Penalty 4160.621694 = -44133068.311109
  nChanged 6
		SP:Iteration 66Q (81407.380000 sec): 3 clusters
  Score: Raw -44137230.507145 + Penalty 4160.621694 = -44133069.885451
  nChanged 3
		SP:Iteration 67Q (81408.960000 sec): 3 clusters
  Score: Raw -44137231.374133 + Penalty 4160.621694 = -44133070.752439
  nChanged 6
		SP:Iteration 68Q (81410.550000 sec): 3 clusters
  Score: Raw -44137233.522274 + Penalty 4160.621694 = -44133072.900581
  nChanged 7
		SP:Iteration 69Q (81412.020000 sec): 3 clusters
  Score: Raw -44137235.272392 + Penalty 4160.621694 = -44133074.650698
  nChanged 4
		SP:Iteration 70Q (81413.440000 sec): 3 clusters
  Score: Raw -44137235.979169 + Penalty 4160.621694 = -44133075.357475
  nChanged 3
		SP:Iteration 71Q (81414.960000 sec): 3 clusters
  Score: Raw -44137236.624895 + Penalty 4160.621694 = -44133076.003201
  nChanged 1
		SP:Iteration 72Q (81416.410000 sec): 3 clusters
  Score: Raw -44137237.081347 + Penalty 4160.621694 = -44133076.459653
  nChanged 2
		SP:Iteration 73Q (81417.760000 sec): 3 clusters
  Score: Raw -44137237.731767 + Penalty 4160.621694 = -44133077.110073
  nChanged 3
		SP:Iteration 74Q (81419.230000 sec): 3 clusters
  Score: Raw -44137239.032643 + Penalty 4160.621694 = -44133078.410949
  nChanged 7
		SP:Iteration 75Q (81420.740000 sec): 3 clusters
  Score: Raw -44137240.621013 + Penalty 4160.621694 = -44133079.999319
  nChanged 3
		SP:Iteration 76Q (81422.240000 sec): 3 clusters
  Score: Raw -44137241.284811 + Penalty 4160.621694 = -44133080.663118
  nChanged 6
		SP:Iteration 77Q (81423.700000 sec): 3 clusters
  Score: Raw -44137242.552722 + Penalty 4160.621694 = -44133081.931028
  nChanged 3
		SP:Iteration 78Q (81425.300000 sec): 3 clusters
  Score: Raw -44137243.003109 + Penalty 4160.621694 = -44133082.381416
  nChanged 1
		SP:Iteration 79Q (81426.670000 sec): 3 clusters
  Score: Raw -44137243.500279 + Penalty 4160.621694 = -44133082.878585
  nChanged 2
		SP:Iteration 80F (81428.360000 sec): 3 clusters
  Score: Raw -44137243.940458 + Penalty 4160.621694 = -44133083.318764
  nChanged 4
		SP:Iteration 81Q (81430.130000 sec): 3 clusters
  Score: Raw -44137245.135578 + Penalty 4160.621694 = -44133084.513885
  nChanged 5
		SP:Iteration 82Q (81431.880000 sec): 3 clusters
  Score: Raw -44137246.467770 + Penalty 4160.621694 = -44133085.846076
  nChanged 7
		SP:Iteration 83Q (81433.390000 sec): 3 clusters
  Score: Raw -44137249.207562 + Penalty 4160.621694 = -44133088.585868
  nChanged 10
		SP:Iteration 84Q (81435.290000 sec): 3 clusters
  Score: Raw -44137252.238953 + Penalty 4160.621694 = -44133091.617259
  nChanged 7
		SP:Iteration 85Q (81437.140000 sec): 3 clusters
  Score: Raw -44137253.934529 + Penalty 4160.621694 = -44133093.312835
  nChanged 5
		SP:Iteration 86Q (81438.610000 sec): 3 clusters
  Score: Raw -44137255.125413 + Penalty 4160.621694 = -44133094.503719
  nChanged 8
		SP:Iteration 87Q (81440.070000 sec): 3 clusters
  Score: Raw -44137257.293063 + Penalty 4160.621694 = -44133096.671369
  nChanged 8
		SP:Iteration 88Q (81441.630000 sec): 3 clusters
  Score: Raw -44137259.374217 + Penalty 4160.621694 = -44133098.752524
  nChanged 8
		SP:Iteration 89Q (81443.260000 sec): 3 clusters
  Score: Raw -44137261.571259 + Penalty 4160.621694 = -44133100.949565
  nChanged 8
		SP:Iteration 90Q (81444.700000 sec): 3 clusters
  Score: Raw -44137263.530299 + Penalty 4160.621694 = -44133102.908606
  nChanged 3
		SP:Iteration 91Q (81446.250000 sec): 3 clusters
  Score: Raw -44137264.347801 + Penalty 4160.621694 = -44133103.726107
  nChanged 4
		SP:Iteration 92Q (81447.820000 sec): 3 clusters
  Score: Raw -44137265.256236 + Penalty 4160.621694 = -44133104.634542
  nChanged 4
		SP:Iteration 93Q (81449.280000 sec): 3 clusters
  Score: Raw -44137266.333346 + Penalty 4160.621694 = -44133105.711653
  nChanged 2
		SP:Iteration 94Q (81450.670000 sec): 3 clusters
  Score: Raw -44137266.827218 + Penalty 4160.621694 = -44133106.205524
  nChanged 2
		SP:Iteration 95Q (81452.000000 sec): 3 clusters
  Score: Raw -44137267.139766 + Penalty 4160.621694 = -44133106.518072
  nChanged 1
		SP:Iteration 96Q (81453.370000 sec): 3 clusters
  Score: Raw -44137267.725024 + Penalty 4160.621694 = -44133107.103330
  nChanged 1
		SP:Iteration 97Q (81454.680000 sec): 3 clusters
  Score: Raw -44137267.971798 + Penalty 4160.621694 = -44133107.350104
  nChanged 0
		SP:Iteration 98F (81456.240000 sec): 3 clusters
  Score: Raw -44137267.971798 + Penalty 4160.621694 = -44133107.350104
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81456.550000 sec): 2 clusters
  Score: Raw -2584048.367132 + Penalty 1628.975640 = -2582419.391492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81456.870000 sec): 3 clusters
  Score: Raw -2570377.862859 + Penalty 3257.951281 = -2567119.911578
  nChanged 10224
		SP:Iteration 1F (81457.110000 sec): 3 clusters
  Score: Raw -2576104.661344 + Penalty 3257.951281 = -2572846.710064
  nChanged 1323
		SP:Iteration 2F (81457.390000 sec): 3 clusters
  Score: Raw -2576741.852028 + Penalty 3257.951281 = -2573483.900747
  nChanged 1295
		SP:Iteration 3F (81457.640000 sec): 3 clusters
  Score: Raw -2577409.177282 + Penalty 3257.951281 = -2574151.226001
  nChanged 1297
		SP:Iteration 4F (81457.910000 sec): 3 clusters
  Score: Raw -2578100.809737 + Penalty 3257.951281 = -2574842.858456
  nChanged 1240
		SP:Iteration 5F (81458.180000 sec): 3 clusters
  Score: Raw -2578769.360105 + Penalty 3257.951281 = -2575511.408824
  nChanged 1240
		SP:Iteration 6F (81458.520000 sec): 3 clusters
  Score: Raw -2579513.268077 + Penalty 3257.951281 = -2576255.316796
  nChanged 1218
		SP:Iteration 7F (81458.790000 sec): 3 clusters
  Score: Raw -2580309.390602 + Penalty 3257.951281 = -2577051.439321
  nChanged 1215
		SP:Iteration 8F (81458.990000 sec): 3 clusters
  Score: Raw -2581132.938077 + Penalty 3257.951281 = -2577874.986797
  nChanged 1105
		SP:Iteration 9Q (81459.290000 sec): 3 clusters
  Score: Raw -2581858.572675 + Penalty 3257.951281 = -2578600.621394
  nChanged 956
		SP:Iteration 10Q (81459.550000 sec): 3 clusters
  Score: Raw -2582400.830337 + Penalty 3257.951281 = -2579142.879056
  nChanged 683
		SP:Iteration 11Q (81459.830000 sec): 3 clusters
  Score: Raw -2582677.621541 + Penalty 3257.951281 = -2579419.670260
  nChanged 496
		SP:Iteration 12Q (81460.110000 sec): 3 clusters
  Score: Raw -2582857.710011 + Penalty 3257.951281 = -2579599.758731
  nChanged 376
		SP:Iteration 13Q (81460.390000 sec): 3 clusters
  Score: Raw -2583009.875292 + Penalty 3257.951281 = -2579751.924011
  nChanged 361
		SP:Iteration 14Q (81460.670000 sec): 3 clusters
  Score: Raw -2583145.756603 + Penalty 3257.951281 = -2579887.805322
  nChanged 326
		SP:Iteration 15Q (81460.950000 sec): 3 clusters
  Score: Raw -2583269.965905 + Penalty 3257.951281 = -2580012.014624
  nChanged 312
		SP:Iteration 16Q (81461.250000 sec): 3 clusters
  Score: Raw -2583380.197454 + Penalty 3257.951281 = -2580122.246173
  nChanged 277
		SP:Iteration 17Q (81461.500000 sec): 3 clusters
  Score: Raw -2583470.044805 + Penalty 3257.951281 = -2580212.093525
  nChanged 268
		SP:Iteration 18Q (81461.800000 sec): 3 clusters
  Score: Raw -2583562.430269 + Penalty 3257.951281 = -2580304.478989
  nChanged 255
		SP:Iteration 19Q (81462.090000 sec): 3 clusters
  Score: Raw -2583653.798768 + Penalty 3257.951281 = -2580395.847487
  nChanged 281
		SP:Iteration 20F (81462.380000 sec): 3 clusters
  Score: Raw -2583773.509891 + Penalty 3257.951281 = -2580515.558611
  nChanged 313
		SP:Iteration 21Q (81462.650000 sec): 3 clusters
  Score: Raw -2583915.168002 + Penalty 3257.951281 = -2580657.216721
  nChanged 316
		SP:Iteration 22Q (81462.930000 sec): 3 clusters
  Score: Raw -2584075.367337 + Penalty 3257.951281 = -2580817.416056
  nChanged 318
		SP:Iteration 23Q (81463.160000 sec): 3 clusters
  Score: Raw -2584227.345848 + Penalty 3257.951281 = -2580969.394568
  nChanged 313
		SP:Iteration 24Q (81463.410000 sec): 3 clusters
  Score: Raw -2584358.150122 + Penalty 3257.951281 = -2581100.198841
  nChanged 247
		SP:Iteration 25Q (81463.720000 sec): 3 clusters
  Score: Raw -2584440.171661 + Penalty 3257.951281 = -2581182.220381
  nChanged 202
		SP:Iteration 26Q (81464.000000 sec): 3 clusters
  Score: Raw -2584493.807546 + Penalty 3257.951281 = -2581235.856265
  nChanged 165
		SP:Iteration 27Q (81464.250000 sec): 3 clusters
  Score: Raw -2584537.126836 + Penalty 3257.951281 = -2581279.175556
  nChanged 146
		SP:Iteration 28Q (81464.530000 sec): 3 clusters
  Score: Raw -2584565.893503 + Penalty 3257.951281 = -2581307.942223
  nChanged 112
		SP:Iteration 29Q (81464.840000 sec): 3 clusters
  Score: Raw -2584590.053951 + Penalty 3257.951281 = -2581332.102670
  nChanged 115
		SP:Iteration 30Q (81465.100000 sec): 3 clusters
  Score: Raw -2584611.645819 + Penalty 3257.951281 = -2581353.694538
  nChanged 99
		SP:Iteration 31Q (81465.360000 sec): 3 clusters
  Score: Raw -2584626.575198 + Penalty 3257.951281 = -2581368.623918
  nChanged 80
		SP:Iteration 32Q (81465.680000 sec): 3 clusters
  Score: Raw -2584638.041459 + Penalty 3257.951281 = -2581380.090179
  nChanged 61
		SP:Iteration 33Q (81465.910000 sec): 3 clusters
  Score: Raw -2584648.455671 + Penalty 3257.951281 = -2581390.504390
  nChanged 63
		SP:Iteration 34Q (81466.220000 sec): 3 clusters
  Score: Raw -2584658.959977 + Penalty 3257.951281 = -2581401.008697
  nChanged 71
		SP:Iteration 35Q (81466.520000 sec): 3 clusters
  Score: Raw -2584668.665960 + Penalty 3257.951281 = -2581410.714680
  nChanged 56
		SP:Iteration 36Q (81466.840000 sec): 3 clusters
  Score: Raw -2584675.760503 + Penalty 3257.951281 = -2581417.809223
  nChanged 58
		SP:Iteration 37Q (81467.140000 sec): 3 clusters
  Score: Raw -2584682.431515 + Penalty 3257.951281 = -2581424.480234
  nChanged 46
		SP:Iteration 38Q (81467.370000 sec): 3 clusters
  Score: Raw -2584687.847077 + Penalty 3257.951281 = -2581429.895796
  nChanged 44
		SP:Iteration 39Q (81467.710000 sec): 3 clusters
  Score: Raw -2584692.430385 + Penalty 3257.951281 = -2581434.479104
  nChanged 34
		SP:Iteration 40F (81467.970000 sec): 3 clusters
  Score: Raw -2584695.790254 + Penalty 3257.951281 = -2581437.838974
  nChanged 23
		SP:Iteration 41Q (81468.270000 sec): 3 clusters
  Score: Raw -2584697.911175 + Penalty 3257.951281 = -2581439.959894
  nChanged 21
		SP:Iteration 42Q (81468.550000 sec): 3 clusters
  Score: Raw -2584699.710873 + Penalty 3257.951281 = -2581441.759592
  nChanged 18
		SP:Iteration 43Q (81468.870000 sec): 3 clusters
  Score: Raw -2584701.070674 + Penalty 3257.951281 = -2581443.119393
  nChanged 19
		SP:Iteration 44Q (81469.130000 sec): 3 clusters
  Score: Raw -2584702.871417 + Penalty 3257.951281 = -2581444.920137
  nChanged 27
		SP:Iteration 45Q (81469.450000 sec): 3 clusters
  Score: Raw -2584704.850012 + Penalty 3257.951281 = -2581446.898731
  nChanged 19
		SP:Iteration 46Q (81469.770000 sec): 3 clusters
  Score: Raw -2584706.097779 + Penalty 3257.951281 = -2581448.146498
  nChanged 15
		SP:Iteration 47Q (81470.080000 sec): 3 clusters
  Score: Raw -2584706.830400 + Penalty 3257.951281 = -2581448.879119
  nChanged 10
		SP:Iteration 48Q (81470.330000 sec): 3 clusters
  Score: Raw -2584707.469280 + Penalty 3257.951281 = -2581449.517999
  nChanged 7
		SP:Iteration 49Q (81470.600000 sec): 3 clusters
  Score: Raw -2584707.808054 + Penalty 3257.951281 = -2581449.856773
  nChanged 9
		SP:Iteration 50Q (81470.890000 sec): 3 clusters
  Score: Raw -2584708.420272 + Penalty 3257.951281 = -2581450.468992
  nChanged 15
		SP:Iteration 51Q (81471.170000 sec): 3 clusters
  Score: Raw -2584709.453978 + Penalty 3257.951281 = -2581451.502698
  nChanged 12
		SP:Iteration 52Q (81471.450000 sec): 3 clusters
  Score: Raw -2584710.278179 + Penalty 3257.951281 = -2581452.326898
  nChanged 9
		SP:Iteration 53Q (81471.720000 sec): 3 clusters
  Score: Raw -2584710.869099 + Penalty 3257.951281 = -2581452.917818
  nChanged 11
		SP:Iteration 54Q (81472.050000 sec): 3 clusters
  Score: Raw -2584711.441456 + Penalty 3257.951281 = -2581453.490175
  nChanged 6
		SP:Iteration 55Q (81472.360000 sec): 3 clusters
  Score: Raw -2584711.754214 + Penalty 3257.951281 = -2581453.802933
  nChanged 5
		SP:Iteration 56Q (81472.640000 sec): 3 clusters
  Score: Raw -2584711.915839 + Penalty 3257.951281 = -2581453.964559
  nChanged 3
		SP:Iteration 57Q (81472.940000 sec): 3 clusters
  Score: Raw -2584712.033635 + Penalty 3257.951281 = -2581454.082354
  nChanged 2
		SP:Iteration 58Q (81473.270000 sec): 3 clusters
  Score: Raw -2584712.086598 + Penalty 3257.951281 = -2581454.135317
  nChanged 1
		SP:Iteration 59Q (81473.520000 sec): 3 clusters
  Score: Raw -2584712.120254 + Penalty 3257.951281 = -2581454.168973
  nChanged 1
		SP:Iteration 60F (81473.800000 sec): 3 clusters
  Score: Raw -2584712.160160 + Penalty 3257.951281 = -2581454.208879
  nChanged 1
		SP:Iteration 61Q (81474.080000 sec): 3 clusters
  Score: Raw -2584712.192950 + Penalty 3257.951281 = -2581454.241669
  nChanged 0
		SP:Iteration 62F (81474.440000 sec): 3 clusters
  Score: Raw -2584712.192950 + Penalty 3257.951281 = -2581454.241669
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81474.730000 sec): 2 clusters
  Score: Raw -5187679.267168 + Penalty 1729.459271 = -5185949.807896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81475.120000 sec): 3 clusters
  Score: Raw -5161273.131238 + Penalty 3458.918543 = -5157814.212695
  nChanged 19594
		SP:Iteration 1F (81475.510000 sec): 3 clusters
  Score: Raw -5172774.832258 + Penalty 3458.918543 = -5169315.913715
  nChanged 2011
		SP:Iteration 2Q (81475.900000 sec): 3 clusters
  Score: Raw -5173666.210318 + Penalty 3458.918543 = -5170207.291775
  nChanged 2258
		SP:Iteration 3F (81476.290000 sec): 3 clusters
  Score: Raw -5174827.024580 + Penalty 3458.918543 = -5171368.106037
  nChanged 2496
		SP:Iteration 4F (81476.590000 sec): 3 clusters
  Score: Raw -5176305.320864 + Penalty 3458.918543 = -5172846.402321
  nChanged 2627
		SP:Iteration 5F (81476.940000 sec): 3 clusters
  Score: Raw -5178063.461376 + Penalty 3458.918543 = -5174604.542833
  nChanged 2647
		SP:Iteration 6F (81477.290000 sec): 3 clusters
  Score: Raw -5180035.600454 + Penalty 3458.918543 = -5176576.681911
  nChanged 2471
		SP:Iteration 7F (81477.670000 sec): 3 clusters
  Score: Raw -5181678.288315 + Penalty 3458.918543 = -5178219.369773
  nChanged 1846
		SP:Iteration 8Q (81478.010000 sec): 3 clusters
  Score: Raw -5182571.436003 + Penalty 3458.918543 = -5179112.517460
  nChanged 1226
		SP:Iteration 9Q (81478.400000 sec): 3 clusters
  Score: Raw -5183000.981674 + Penalty 3458.918543 = -5179542.063131
  nChanged 783
		SP:Iteration 10Q (81478.780000 sec): 3 clusters
  Score: Raw -5183222.850776 + Penalty 3458.918543 = -5179763.932233
  nChanged 564
		SP:Iteration 11Q (81479.190000 sec): 3 clusters
  Score: Raw -5183366.307074 + Penalty 3458.918543 = -5179907.388531
  nChanged 498
		SP:Iteration 12Q (81479.580000 sec): 3 clusters
  Score: Raw -5183497.755490 + Penalty 3458.918543 = -5180038.836947
  nChanged 489
		SP:Iteration 13Q (81480.010000 sec): 3 clusters
  Score: Raw -5183645.799768 + Penalty 3458.918543 = -5180186.881226
  nChanged 521
		SP:Iteration 14Q (81480.400000 sec): 3 clusters
  Score: Raw -5183798.236487 + Penalty 3458.918543 = -5180339.317944
  nChanged 506
		SP:Iteration 15Q (81480.750000 sec): 3 clusters
  Score: Raw -5183947.785119 + Penalty 3458.918543 = -5180488.866576
  nChanged 489
		SP:Iteration 16Q (81481.180000 sec): 3 clusters
  Score: Raw -5184083.304649 + Penalty 3458.918543 = -5180624.386106
  nChanged 475
		SP:Iteration 17Q (81481.520000 sec): 3 clusters
  Score: Raw -5184218.854099 + Penalty 3458.918543 = -5180759.935556
  nChanged 461
		SP:Iteration 18Q (81481.890000 sec): 3 clusters
  Score: Raw -5184353.137560 + Penalty 3458.918543 = -5180894.219017
  nChanged 465
		SP:Iteration 19Q (81482.210000 sec): 3 clusters
  Score: Raw -5184486.021685 + Penalty 3458.918543 = -5181027.103142
  nChanged 465
		SP:Iteration 20F (81482.580000 sec): 3 clusters
  Score: Raw -5184624.456450 + Penalty 3458.918543 = -5181165.537907
  nChanged 477
		SP:Iteration 21Q (81482.900000 sec): 3 clusters
  Score: Raw -5184775.040178 + Penalty 3458.918543 = -5181316.121635
  nChanged 489
		SP:Iteration 22Q (81483.310000 sec): 3 clusters
  Score: Raw -5184926.376593 + Penalty 3458.918543 = -5181467.458050
  nChanged 477
		SP:Iteration 23Q (81483.730000 sec): 3 clusters
  Score: Raw -5185067.808147 + Penalty 3458.918543 = -5181608.889604
  nChanged 432
		SP:Iteration 24Q (81484.150000 sec): 3 clusters
  Score: Raw -5185188.206361 + Penalty 3458.918543 = -5181729.287819
  nChanged 437
		SP:Iteration 25Q (81484.510000 sec): 3 clusters
  Score: Raw -5185316.641716 + Penalty 3458.918543 = -5181857.723173
  nChanged 438
		SP:Iteration 26Q (81484.880000 sec): 3 clusters
  Score: Raw -5185444.929262 + Penalty 3458.918543 = -5181986.010719
  nChanged 416
		SP:Iteration 27Q (81485.280000 sec): 3 clusters
  Score: Raw -5185558.393658 + Penalty 3458.918543 = -5182099.475115
  nChanged 386
		SP:Iteration 28Q (81485.660000 sec): 3 clusters
  Score: Raw -5185658.084963 + Penalty 3458.918543 = -5182199.166420
  nChanged 397
		SP:Iteration 29Q (81486.060000 sec): 3 clusters
  Score: Raw -5185763.163397 + Penalty 3458.918543 = -5182304.244854
  nChanged 377
		SP:Iteration 30Q (81486.460000 sec): 3 clusters
  Score: Raw -5185854.417384 + Penalty 3458.918543 = -5182395.498841
  nChanged 338
		SP:Iteration 31Q (81486.820000 sec): 3 clusters
  Score: Raw -5185937.118866 + Penalty 3458.918543 = -5182478.200323
  nChanged 349
		SP:Iteration 32Q (81487.190000 sec): 3 clusters
  Score: Raw -5186029.457260 + Penalty 3458.918543 = -5182570.538717
  nChanged 359
		SP:Iteration 33Q (81487.610000 sec): 3 clusters
  Score: Raw -5186116.747893 + Penalty 3458.918543 = -5182657.829350
  nChanged 304
		SP:Iteration 34Q (81487.980000 sec): 3 clusters
  Score: Raw -5186191.582160 + Penalty 3458.918543 = -5182732.663617
  nChanged 297
		SP:Iteration 35Q (81488.330000 sec): 3 clusters
  Score: Raw -5186263.230121 + Penalty 3458.918543 = -5182804.311578
  nChanged 303
		SP:Iteration 36Q (81488.640000 sec): 3 clusters
  Score: Raw -5186339.449628 + Penalty 3458.918543 = -5182880.531085
  nChanged 316
		SP:Iteration 37Q (81488.930000 sec): 3 clusters
  Score: Raw -5186427.743498 + Penalty 3458.918543 = -5182968.824955
  nChanged 283
		SP:Iteration 38Q (81489.290000 sec): 3 clusters
  Score: Raw -5186502.125017 + Penalty 3458.918543 = -5183043.206474
  nChanged 287
		SP:Iteration 39Q (81489.590000 sec): 3 clusters
  Score: Raw -5186585.199850 + Penalty 3458.918543 = -5183126.281307
  nChanged 306
		SP:Iteration 40F (81489.930000 sec): 3 clusters
  Score: Raw -5186679.722972 + Penalty 3458.918543 = -5183220.804430
  nChanged 305
		SP:Iteration 41Q (81490.280000 sec): 3 clusters
  Score: Raw -5186780.460259 + Penalty 3458.918543 = -5183321.541716
  nChanged 310
		SP:Iteration 42Q (81490.620000 sec): 3 clusters
  Score: Raw -5186875.823379 + Penalty 3458.918543 = -5183416.904836
  nChanged 284
		SP:Iteration 43Q (81490.880000 sec): 3 clusters
  Score: Raw -5186967.668736 + Penalty 3458.918543 = -5183508.750193
  nChanged 309
		SP:Iteration 44Q (81491.230000 sec): 3 clusters
  Score: Raw -5187068.593667 + Penalty 3458.918543 = -5183609.675125
  nChanged 299
		SP:Iteration 45Q (81491.570000 sec): 3 clusters
  Score: Raw -5187165.449333 + Penalty 3458.918543 = -5183706.530790
  nChanged 287
		SP:Iteration 46Q (81491.840000 sec): 3 clusters
  Score: Raw -5187259.087106 + Penalty 3458.918543 = -5183800.168563
  nChanged 269
		SP:Iteration 47Q (81492.170000 sec): 3 clusters
  Score: Raw -5187345.677474 + Penalty 3458.918543 = -5183886.758931
  nChanged 263
		SP:Iteration 48Q (81492.540000 sec): 3 clusters
  Score: Raw -5187433.306269 + Penalty 3458.918543 = -5183974.387726
  nChanged 229
		SP:Iteration 49Q (81492.890000 sec): 3 clusters
  Score: Raw -5187508.091923 + Penalty 3458.918543 = -5184049.173381
  nChanged 204
		SP:Iteration 50Q (81493.210000 sec): 3 clusters
  Score: Raw -5187579.519347 + Penalty 3458.918543 = -5184120.600804
  nChanged 190
		SP:Iteration 51Q (81493.570000 sec): 3 clusters
  Score: Raw -5187647.244891 + Penalty 3458.918543 = -5184188.326348
  nChanged 179
		SP:Iteration 52Q (81493.950000 sec): 3 clusters
  Score: Raw -5187707.304304 + Penalty 3458.918543 = -5184248.385761
  nChanged 147
		SP:Iteration 53Q (81494.260000 sec): 3 clusters
  Score: Raw -5187751.066744 + Penalty 3458.918543 = -5184292.148201
  nChanged 126
		SP:Iteration 54Q (81494.660000 sec): 3 clusters
  Score: Raw -5187793.051497 + Penalty 3458.918543 = -5184334.132955
  nChanged 113
		SP:Iteration 55Q (81495.050000 sec): 3 clusters
  Score: Raw -5187827.128995 + Penalty 3458.918543 = -5184368.210453
  nChanged 94
		SP:Iteration 56Q (81495.360000 sec): 3 clusters
  Score: Raw -5187853.287480 + Penalty 3458.918543 = -5184394.368937
  nChanged 82
		SP:Iteration 57Q (81495.690000 sec): 3 clusters
  Score: Raw -5187876.285800 + Penalty 3458.918543 = -5184417.367257
  nChanged 56
		SP:Iteration 58Q (81496.030000 sec): 3 clusters
  Score: Raw -5187892.926590 + Penalty 3458.918543 = -5184434.008047
  nChanged 64
		SP:Iteration 59Q (81496.340000 sec): 3 clusters
  Score: Raw -5187909.568665 + Penalty 3458.918543 = -5184450.650122
  nChanged 57
		SP:Iteration 60F (81496.750000 sec): 3 clusters
  Score: Raw -5187924.534947 + Penalty 3458.918543 = -5184465.616404
  nChanged 56
		SP:Iteration 61Q (81497.060000 sec): 3 clusters
  Score: Raw -5187940.490088 + Penalty 3458.918543 = -5184481.571545
  nChanged 51
		SP:Iteration 62Q (81497.370000 sec): 3 clusters
  Score: Raw -5187953.504772 + Penalty 3458.918543 = -5184494.586229
  nChanged 41
		SP:Iteration 63Q (81497.710000 sec): 3 clusters
  Score: Raw -5187964.091331 + Penalty 3458.918543 = -5184505.172788
  nChanged 42
		SP:Iteration 64Q (81498.030000 sec): 3 clusters
  Score: Raw -5187977.871460 + Penalty 3458.918543 = -5184518.952918
  nChanged 42
		SP:Iteration 65Q (81498.400000 sec): 3 clusters
  Score: Raw -5187990.437600 + Penalty 3458.918543 = -5184531.519057
  nChanged 41
		SP:Iteration 66Q (81498.740000 sec): 3 clusters
  Score: Raw -5188001.089939 + Penalty 3458.918543 = -5184542.171396
  nChanged 37
		SP:Iteration 67Q (81499.060000 sec): 3 clusters
  Score: Raw -5188010.803189 + Penalty 3458.918543 = -5184551.884646
  nChanged 34
		SP:Iteration 68Q (81499.490000 sec): 3 clusters
  Score: Raw -5188019.062370 + Penalty 3458.918543 = -5184560.143827
  nChanged 22
		SP:Iteration 69Q (81499.860000 sec): 3 clusters
  Score: Raw -5188024.291529 + Penalty 3458.918543 = -5184565.372986
  nChanged 27
		SP:Iteration 70Q (81500.260000 sec): 3 clusters
  Score: Raw -5188031.874165 + Penalty 3458.918543 = -5184572.955622
  nChanged 22
		SP:Iteration 71Q (81500.590000 sec): 3 clusters
  Score: Raw -5188036.798658 + Penalty 3458.918543 = -5184577.880115
  nChanged 23
		SP:Iteration 72Q (81500.930000 sec): 3 clusters
  Score: Raw -5188042.690473 + Penalty 3458.918543 = -5184583.771930
  nChanged 24
		SP:Iteration 73Q (81501.290000 sec): 3 clusters
  Score: Raw -5188049.622934 + Penalty 3458.918543 = -5184590.704392
  nChanged 22
		SP:Iteration 74Q (81501.620000 sec): 3 clusters
  Score: Raw -5188055.193441 + Penalty 3458.918543 = -5184596.274898
  nChanged 15
		SP:Iteration 75Q (81502.030000 sec): 3 clusters
  Score: Raw -5188059.258093 + Penalty 3458.918543 = -5184600.339550
  nChanged 13
		SP:Iteration 76Q (81502.380000 sec): 3 clusters
  Score: Raw -5188063.110763 + Penalty 3458.918543 = -5184604.192220
  nChanged 14
		SP:Iteration 77Q (81502.690000 sec): 3 clusters
  Score: Raw -5188066.076352 + Penalty 3458.918543 = -5184607.157809
  nChanged 14
		SP:Iteration 78Q (81503.010000 sec): 3 clusters
  Score: Raw -5188069.731258 + Penalty 3458.918543 = -5184610.812715
  nChanged 15
		SP:Iteration 79Q (81503.390000 sec): 3 clusters
  Score: Raw -5188073.635134 + Penalty 3458.918543 = -5184614.716592
  nChanged 10
		SP:Iteration 80F (81503.760000 sec): 3 clusters
  Score: Raw -5188076.075880 + Penalty 3458.918543 = -5184617.157338
  nChanged 16
		SP:Iteration 81Q (81504.210000 sec): 3 clusters
  Score: Raw -5188079.894279 + Penalty 3458.918543 = -5184620.975737
  nChanged 15
		SP:Iteration 82Q (81504.560000 sec): 3 clusters
  Score: Raw -5188084.719587 + Penalty 3458.918543 = -5184625.801044
  nChanged 19
		SP:Iteration 83Q (81505.000000 sec): 3 clusters
  Score: Raw -5188089.306647 + Penalty 3458.918543 = -5184630.388104
  nChanged 17
		SP:Iteration 84Q (81505.320000 sec): 3 clusters
  Score: Raw -5188093.769164 + Penalty 3458.918543 = -5184634.850621
  nChanged 10
		SP:Iteration 85Q (81505.690000 sec): 3 clusters
  Score: Raw -5188096.728296 + Penalty 3458.918543 = -5184637.809753
  nChanged 11
		SP:Iteration 86Q (81506.020000 sec): 3 clusters
  Score: Raw -5188099.252768 + Penalty 3458.918543 = -5184640.334225
  nChanged 3
		SP:Iteration 87Q (81506.380000 sec): 3 clusters
  Score: Raw -5188099.981051 + Penalty 3458.918543 = -5184641.062508
  nChanged 5
		SP:Iteration 88Q (81506.830000 sec): 3 clusters
  Score: Raw -5188101.283074 + Penalty 3458.918543 = -5184642.364531
  nChanged 7
		SP:Iteration 89Q (81507.220000 sec): 3 clusters
  Score: Raw -5188102.696745 + Penalty 3458.918543 = -5184643.778202
  nChanged 5
		SP:Iteration 90Q (81507.560000 sec): 3 clusters
  Score: Raw -5188105.285987 + Penalty 3458.918543 = -5184646.367444
  nChanged 11
		SP:Iteration 91Q (81507.950000 sec): 3 clusters
  Score: Raw -5188109.803272 + Penalty 3458.918543 = -5184650.884729
  nChanged 15
		SP:Iteration 92Q (81508.370000 sec): 3 clusters
  Score: Raw -5188115.124588 + Penalty 3458.918543 = -5184656.206045
  nChanged 12
		SP:Iteration 93Q (81508.720000 sec): 3 clusters
  Score: Raw -5188119.022068 + Penalty 3458.918543 = -5184660.103526
  nChanged 11
		SP:Iteration 94Q (81509.120000 sec): 3 clusters
  Score: Raw -5188122.502795 + Penalty 3458.918543 = -5184663.584252
  nChanged 8
		SP:Iteration 95Q (81509.470000 sec): 3 clusters
  Score: Raw -5188125.281897 + Penalty 3458.918543 = -5184666.363354
  nChanged 9
		SP:Iteration 96Q (81509.830000 sec): 3 clusters
  Score: Raw -5188128.656090 + Penalty 3458.918543 = -5184669.737547
  nChanged 10
		SP:Iteration 97Q (81510.170000 sec): 3 clusters
  Score: Raw -5188132.793938 + Penalty 3458.918543 = -5184673.875395
  nChanged 5
		SP:Iteration 98Q (81510.530000 sec): 3 clusters
  Score: Raw -5188134.516122 + Penalty 3458.918543 = -5184675.597580
  nChanged 7
		SP:Iteration 99Q (81510.860000 sec): 3 clusters
  Score: Raw -5188136.227233 + Penalty 3458.918543 = -5184677.308690
  nChanged 5
		SP:Iteration 100F (81511.330000 sec): 3 clusters
  Score: Raw -5188137.544004 + Penalty 3458.918543 = -5184678.625461
  nChanged 2
		SP:Iteration 101Q (81511.640000 sec): 3 clusters
  Score: Raw -5188138.272981 + Penalty 3458.918543 = -5184679.354438
  nChanged 0
		SP:Iteration 102F (81512.020000 sec): 3 clusters
  Score: Raw -5188138.272981 + Penalty 3458.918543 = -5184679.354438
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (14014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81512.170000 sec): 2 clusters
  Score: Raw -1684980.661354 + Penalty 1551.519468 = -1683429.141886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81512.420000 sec): 3 clusters
  Score: Raw -1676765.667487 + Penalty 3103.038935 = -1673662.628552
  nChanged 6264
		SP:Iteration 1F (81512.680000 sec): 3 clusters
  Score: Raw -1680122.980489 + Penalty 3103.038935 = -1677019.941553
  nChanged 831
		SP:Iteration 2F (81512.880000 sec): 3 clusters
  Score: Raw -1680520.023270 + Penalty 3103.038935 = -1677416.984334
  nChanged 846
		SP:Iteration 3F (81513.190000 sec): 3 clusters
  Score: Raw -1680963.531586 + Penalty 3103.038935 = -1677860.492650
  nChanged 847
		SP:Iteration 4F (81513.450000 sec): 3 clusters
  Score: Raw -1681466.197912 + Penalty 3103.038935 = -1678363.158977
  nChanged 902
		SP:Iteration 5F (81513.730000 sec): 3 clusters
  Score: Raw -1682047.141568 + Penalty 3103.038935 = -1678944.102632
  nChanged 900
		SP:Iteration 6F (81513.970000 sec): 3 clusters
  Score: Raw -1682630.083781 + Penalty 3103.038935 = -1679527.044845
  nChanged 797
		SP:Iteration 7F (81514.190000 sec): 3 clusters
  Score: Raw -1683113.029633 + Penalty 3103.038935 = -1680009.990698
  nChanged 671
		SP:Iteration 8Q (81514.460000 sec): 3 clusters
  Score: Raw -1683515.950259 + Penalty 3103.038935 = -1680412.911324
  nChanged 515
		SP:Iteration 9Q (81514.670000 sec): 3 clusters
  Score: Raw -1683808.702095 + Penalty 3103.038935 = -1680705.663160
  nChanged 417
		SP:Iteration 10Q (81514.900000 sec): 3 clusters
  Score: Raw -1684050.450251 + Penalty 3103.038935 = -1680947.411315
  nChanged 362
		SP:Iteration 11Q (81515.160000 sec): 3 clusters
  Score: Raw -1684268.059041 + Penalty 3103.038935 = -1681165.020105
  nChanged 288
		SP:Iteration 12Q (81515.470000 sec): 3 clusters
  Score: Raw -1684423.291768 + Penalty 3103.038935 = -1681320.252832
  nChanged 232
		SP:Iteration 13Q (81515.760000 sec): 3 clusters
  Score: Raw -1684535.703963 + Penalty 3103.038935 = -1681432.665028
  nChanged 190
		SP:Iteration 14Q (81516.040000 sec): 3 clusters
  Score: Raw -1684639.537813 + Penalty 3103.038935 = -1681536.498878
  nChanged 189
		SP:Iteration 15Q (81516.280000 sec): 3 clusters
  Score: Raw -1684731.748095 + Penalty 3103.038935 = -1681628.709159
  nChanged 158
		SP:Iteration 16Q (81516.530000 sec): 3 clusters
  Score: Raw -1684801.935391 + Penalty 3103.038935 = -1681698.896455
  nChanged 149
		SP:Iteration 17Q (81516.770000 sec): 3 clusters
  Score: Raw -1684859.273574 + Penalty 3103.038935 = -1681756.234639
  nChanged 131
		SP:Iteration 18Q (81517.030000 sec): 3 clusters
  Score: Raw -1684908.345323 + Penalty 3103.038935 = -1681805.306387
  nChanged 116
		SP:Iteration 19Q (81517.230000 sec): 3 clusters
  Score: Raw -1684947.110015 + Penalty 3103.038935 = -1681844.071080
  nChanged 111
		SP:Iteration 20F (81517.470000 sec): 3 clusters
  Score: Raw -1684987.450971 + Penalty 3103.038935 = -1681884.412036
  nChanged 83
		SP:Iteration 21Q (81517.680000 sec): 3 clusters
  Score: Raw -1685012.526461 + Penalty 3103.038935 = -1681909.487526
  nChanged 74
		SP:Iteration 22Q (81517.870000 sec): 3 clusters
  Score: Raw -1685030.065725 + Penalty 3103.038935 = -1681927.026790
  nChanged 60
		SP:Iteration 23Q (81518.130000 sec): 3 clusters
  Score: Raw -1685044.172943 + Penalty 3103.038935 = -1681941.134007
  nChanged 60
		SP:Iteration 24Q (81518.340000 sec): 3 clusters
  Score: Raw -1685059.422730 + Penalty 3103.038935 = -1681956.383795
  nChanged 54
		SP:Iteration 25Q (81518.580000 sec): 3 clusters
  Score: Raw -1685072.883856 + Penalty 3103.038935 = -1681969.844920
  nChanged 46
		SP:Iteration 26Q (81518.850000 sec): 3 clusters
  Score: Raw -1685083.474694 + Penalty 3103.038935 = -1681980.435759
  nChanged 39
		SP:Iteration 27Q (81519.150000 sec): 3 clusters
  Score: Raw -1685093.626210 + Penalty 3103.038935 = -1681990.587274
  nChanged 35
		SP:Iteration 28Q (81519.410000 sec): 3 clusters
  Score: Raw -1685101.727930 + Penalty 3103.038935 = -1681998.688994
  nChanged 30
		SP:Iteration 29Q (81519.650000 sec): 3 clusters
  Score: Raw -1685109.220640 + Penalty 3103.038935 = -1682006.181705
  nChanged 36
		SP:Iteration 30Q (81519.910000 sec): 3 clusters
  Score: Raw -1685118.869929 + Penalty 3103.038935 = -1682015.830994
  nChanged 38
		SP:Iteration 31Q (81520.170000 sec): 3 clusters
  Score: Raw -1685129.161363 + Penalty 3103.038935 = -1682026.122427
  nChanged 31
		SP:Iteration 32Q (81520.430000 sec): 3 clusters
  Score: Raw -1685135.424390 + Penalty 3103.038935 = -1682032.385455
  nChanged 24
		SP:Iteration 33Q (81520.670000 sec): 3 clusters
  Score: Raw -1685140.047547 + Penalty 3103.038935 = -1682037.008611
  nChanged 18
		SP:Iteration 34Q (81520.930000 sec): 3 clusters
  Score: Raw -1685145.766704 + Penalty 3103.038935 = -1682042.727769
  nChanged 30
		SP:Iteration 35Q (81521.130000 sec): 3 clusters
  Score: Raw -1685154.862049 + Penalty 3103.038935 = -1682051.823113
  nChanged 28
		SP:Iteration 36Q (81521.370000 sec): 3 clusters
  Score: Raw -1685161.966729 + Penalty 3103.038935 = -1682058.927794
  nChanged 32
		SP:Iteration 37Q (81521.610000 sec): 3 clusters
  Score: Raw -1685169.611920 + Penalty 3103.038935 = -1682066.572985
  nChanged 27
		SP:Iteration 38Q (81521.860000 sec): 3 clusters
  Score: Raw -1685174.943324 + Penalty 3103.038935 = -1682071.904389
  nChanged 22
		SP:Iteration 39Q (81522.110000 sec): 3 clusters
  Score: Raw -1685180.924166 + Penalty 3103.038935 = -1682077.885231
  nChanged 28
		SP:Iteration 40F (81522.370000 sec): 3 clusters
  Score: Raw -1685190.722455 + Penalty 3103.038935 = -1682087.683519
  nChanged 30
		SP:Iteration 41Q (81522.620000 sec): 3 clusters
  Score: Raw -1685199.772706 + Penalty 3103.038935 = -1682096.733771
  nChanged 33
		SP:Iteration 42Q (81522.860000 sec): 3 clusters
  Score: Raw -1685207.375625 + Penalty 3103.038935 = -1682104.336690
  nChanged 20
		SP:Iteration 43Q (81523.100000 sec): 3 clusters
  Score: Raw -1685213.887117 + Penalty 3103.038935 = -1682110.848182
  nChanged 22
		SP:Iteration 44Q (81523.340000 sec): 3 clusters
  Score: Raw -1685218.888286 + Penalty 3103.038935 = -1682115.849351
  nChanged 16
		SP:Iteration 45Q (81523.600000 sec): 3 clusters
  Score: Raw -1685223.243088 + Penalty 3103.038935 = -1682120.204152
  nChanged 9
		SP:Iteration 46Q (81523.830000 sec): 3 clusters
  Score: Raw -1685225.720596 + Penalty 3103.038935 = -1682122.681661
  nChanged 10
		SP:Iteration 47Q (81524.060000 sec): 3 clusters
  Score: Raw -1685228.243122 + Penalty 3103.038935 = -1682125.204187
  nChanged 10
		SP:Iteration 48Q (81524.310000 sec): 3 clusters
  Score: Raw -1685231.173473 + Penalty 3103.038935 = -1682128.134537
  nChanged 11
		SP:Iteration 49Q (81524.590000 sec): 3 clusters
  Score: Raw -1685234.449332 + Penalty 3103.038935 = -1682131.410396
  nChanged 9
		SP:Iteration 50Q (81524.810000 sec): 3 clusters
  Score: Raw -1685236.876015 + Penalty 3103.038935 = -1682133.837080
  nChanged 11
		SP:Iteration 51Q (81525.030000 sec): 3 clusters
  Score: Raw -1685239.714856 + Penalty 3103.038935 = -1682136.675920
  nChanged 8
		SP:Iteration 52Q (81525.290000 sec): 3 clusters
  Score: Raw -1685241.732111 + Penalty 3103.038935 = -1682138.693176
  nChanged 13
		SP:Iteration 53Q (81525.490000 sec): 3 clusters
  Score: Raw -1685244.658587 + Penalty 3103.038935 = -1682141.619652
  nChanged 14
		SP:Iteration 54Q (81525.740000 sec): 3 clusters
  Score: Raw -1685249.139587 + Penalty 3103.038935 = -1682146.100652
  nChanged 20
		SP:Iteration 55Q (81525.990000 sec): 3 clusters
  Score: Raw -1685254.519459 + Penalty 3103.038935 = -1682151.480524
  nChanged 19
		SP:Iteration 56Q (81526.210000 sec): 3 clusters
  Score: Raw -1685259.403312 + Penalty 3103.038935 = -1682156.364377
  nChanged 12
		SP:Iteration 57Q (81526.460000 sec): 3 clusters
  Score: Raw -1685262.489598 + Penalty 3103.038935 = -1682159.450663
  nChanged 20
		SP:Iteration 58Q (81526.680000 sec): 3 clusters
  Score: Raw -1685266.764754 + Penalty 3103.038935 = -1682163.725819
  nChanged 15
		SP:Iteration 59Q (81526.940000 sec): 3 clusters
  Score: Raw -1685270.060271 + Penalty 3103.038935 = -1682167.021336
  nChanged 9
		SP:Iteration 60F (81527.230000 sec): 3 clusters
  Score: Raw -1685271.445873 + Penalty 3103.038935 = -1682168.406937
  nChanged 7
		SP:Iteration 61Q (81527.480000 sec): 3 clusters
  Score: Raw -1685272.897202 + Penalty 3103.038935 = -1682169.858266
  nChanged 9
		SP:Iteration 62Q (81527.720000 sec): 3 clusters
  Score: Raw -1685274.891670 + Penalty 3103.038935 = -1682171.852735
  nChanged 8
		SP:Iteration 63Q (81527.930000 sec): 3 clusters
  Score: Raw -1685276.735417 + Penalty 3103.038935 = -1682173.696481
  nChanged 9
		SP:Iteration 64Q (81528.190000 sec): 3 clusters
  Score: Raw -1685280.198906 + Penalty 3103.038935 = -1682177.159971
  nChanged 7
		SP:Iteration 65Q (81528.430000 sec): 3 clusters
  Score: Raw -1685281.899027 + Penalty 3103.038935 = -1682178.860091
  nChanged 10
		SP:Iteration 66Q (81528.680000 sec): 3 clusters
  Score: Raw -1685284.468736 + Penalty 3103.038935 = -1682181.429801
  nChanged 8
		SP:Iteration 67Q (81528.930000 sec): 3 clusters
  Score: Raw -1685286.884695 + Penalty 3103.038935 = -1682183.845759
  nChanged 10
		SP:Iteration 68Q (81529.220000 sec): 3 clusters
  Score: Raw -1685289.766915 + Penalty 3103.038935 = -1682186.727979
  nChanged 11
		SP:Iteration 69Q (81529.510000 sec): 3 clusters
  Score: Raw -1685292.827432 + Penalty 3103.038935 = -1682189.788496
  nChanged 13
		SP:Iteration 70Q (81529.750000 sec): 3 clusters
  Score: Raw -1685296.126021 + Penalty 3103.038935 = -1682193.087086
  nChanged 16
		SP:Iteration 71Q (81530.000000 sec): 3 clusters
  Score: Raw -1685303.347861 + Penalty 3103.038935 = -1682200.308926
  nChanged 19
		SP:Iteration 72Q (81530.220000 sec): 3 clusters
  Score: Raw -1685311.780745 + Penalty 3103.038935 = -1682208.741810
  nChanged 20
		SP:Iteration 73Q (81530.440000 sec): 3 clusters
  Score: Raw -1685318.054936 + Penalty 3103.038935 = -1682215.016000
  nChanged 4
		SP:Iteration 74Q (81530.690000 sec): 3 clusters
  Score: Raw -1685318.610124 + Penalty 3103.038935 = -1682215.571189
  nChanged 2
		SP:Iteration 75Q (81530.930000 sec): 3 clusters
  Score: Raw -1685318.851002 + Penalty 3103.038935 = -1682215.812066
  nChanged 3
		SP:Iteration 76Q (81531.150000 sec): 3 clusters
  Score: Raw -1685319.459274 + Penalty 3103.038935 = -1682216.420339
  nChanged 1
		SP:Iteration 77Q (81531.390000 sec): 3 clusters
  Score: Raw -1685319.612626 + Penalty 3103.038935 = -1682216.573690
  nChanged 0
		SP:Iteration 78F (81531.620000 sec): 3 clusters
  Score: Raw -1685319.612626 + Penalty 3103.038935 = -1682216.573690
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81531.900000 sec): 2 clusters
  Score: Raw -3605961.409619 + Penalty 1672.858787 = -3604288.550832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81532.200000 sec): 3 clusters
  Score: Raw -3587680.782901 + Penalty 3345.717574 = -3584335.065327
  nChanged 13706
		SP:Iteration 1F (81532.550000 sec): 3 clusters
  Score: Raw -3595211.393622 + Penalty 3345.717574 = -3591865.676048
  nChanged 1302
		SP:Iteration 2Q (81532.930000 sec): 3 clusters
  Score: Raw -3595635.947916 + Penalty 3345.717574 = -3592290.230342
  nChanged 1370
		SP:Iteration 3Q (81533.240000 sec): 3 clusters
  Score: Raw -3596143.915929 + Penalty 3345.717574 = -3592798.198355
  nChanged 1491
		SP:Iteration 4F (81533.540000 sec): 3 clusters
  Score: Raw -3596807.795492 + Penalty 3345.717574 = -3593462.077918
  nChanged 1714
		SP:Iteration 5F (81533.840000 sec): 3 clusters
  Score: Raw -3597687.907483 + Penalty 3345.717574 = -3594342.189909
  nChanged 1803
		SP:Iteration 6F (81534.180000 sec): 3 clusters
  Score: Raw -3598701.030880 + Penalty 3345.717574 = -3595355.313305
  nChanged 1797
		SP:Iteration 7F (81534.500000 sec): 3 clusters
  Score: Raw -3599771.298812 + Penalty 3345.717574 = -3596425.581238
  nChanged 1675
		SP:Iteration 8F (81534.840000 sec): 3 clusters
  Score: Raw -3600786.079471 + Penalty 3345.717574 = -3597440.361897
  nChanged 1443
		SP:Iteration 9Q (81535.200000 sec): 3 clusters
  Score: Raw -3601697.401321 + Penalty 3345.717574 = -3598351.683746
  nChanged 1310
		SP:Iteration 10Q (81535.480000 sec): 3 clusters
  Score: Raw -3602608.970430 + Penalty 3345.717574 = -3599263.252856
  nChanged 1175
		SP:Iteration 11Q (81535.790000 sec): 3 clusters
  Score: Raw -3603542.434694 + Penalty 3345.717574 = -3600196.717120
  nChanged 1010
		SP:Iteration 12Q (81536.110000 sec): 3 clusters
  Score: Raw -3604407.185548 + Penalty 3345.717574 = -3601061.467974
  nChanged 779
		SP:Iteration 13Q (81536.370000 sec): 3 clusters
  Score: Raw -3605101.163071 + Penalty 3345.717574 = -3601755.445497
  nChanged 479
		SP:Iteration 14Q (81536.670000 sec): 3 clusters
  Score: Raw -3605519.390344 + Penalty 3345.717574 = -3602173.672769
  nChanged 261
		SP:Iteration 15Q (81537.030000 sec): 3 clusters
  Score: Raw -3605775.507291 + Penalty 3345.717574 = -3602429.789717
  nChanged 165
		SP:Iteration 16Q (81537.310000 sec): 3 clusters
  Score: Raw -3605928.689008 + Penalty 3345.717574 = -3602582.971434
  nChanged 94
		SP:Iteration 17Q (81537.590000 sec): 3 clusters
  Score: Raw -3606017.163238 + Penalty 3345.717574 = -3602671.445664
  nChanged 62
		SP:Iteration 18Q (81537.940000 sec): 3 clusters
  Score: Raw -3606081.963361 + Penalty 3345.717574 = -3602736.245787
  nChanged 40
		SP:Iteration 19Q (81538.230000 sec): 3 clusters
  Score: Raw -3606111.336859 + Penalty 3345.717574 = -3602765.619284
  nChanged 27
		SP:Iteration 20F (81538.550000 sec): 3 clusters
  Score: Raw -3606132.930444 + Penalty 3345.717574 = -3602787.212870
  nChanged 18
		SP:Iteration 21Q (81538.910000 sec): 3 clusters
  Score: Raw -3606151.673815 + Penalty 3345.717574 = -3602805.956241
  nChanged 14
		SP:Iteration 22Q (81539.200000 sec): 3 clusters
  Score: Raw -3606164.361569 + Penalty 3345.717574 = -3602818.643995
  nChanged 11
		SP:Iteration 23Q (81539.500000 sec): 3 clusters
  Score: Raw -3606174.693499 + Penalty 3345.717574 = -3602828.975924
  nChanged 7
		SP:Iteration 24Q (81539.750000 sec): 3 clusters
  Score: Raw -3606179.600439 + Penalty 3345.717574 = -3602833.882865
  nChanged 8
		SP:Iteration 25Q (81540.040000 sec): 3 clusters
  Score: Raw -3606186.092901 + Penalty 3345.717574 = -3602840.375327
  nChanged 4
		SP:Iteration 26Q (81540.370000 sec): 3 clusters
  Score: Raw -3606189.499706 + Penalty 3345.717574 = -3602843.782131
  nChanged 3
		SP:Iteration 27Q (81540.670000 sec): 3 clusters
  Score: Raw -3606192.839828 + Penalty 3345.717574 = -3602847.122254
  nChanged 2
		SP:Iteration 28Q (81540.980000 sec): 3 clusters
  Score: Raw -3606194.879003 + Penalty 3345.717574 = -3602849.161429
  nChanged 4
		SP:Iteration 29Q (81541.310000 sec): 3 clusters
  Score: Raw -3606198.144963 + Penalty 3345.717574 = -3602852.427389
  nChanged 2
		SP:Iteration 30Q (81541.590000 sec): 3 clusters
  Score: Raw -3606199.648616 + Penalty 3345.717574 = -3602853.931042
  nChanged 3
		SP:Iteration 31Q (81541.930000 sec): 3 clusters
  Score: Raw -3606203.054911 + Penalty 3345.717574 = -3602857.337337
  nChanged 5
		SP:Iteration 32Q (81542.190000 sec): 3 clusters
  Score: Raw -3606208.159250 + Penalty 3345.717574 = -3602862.441676
  nChanged 6
		SP:Iteration 33Q (81542.520000 sec): 3 clusters
  Score: Raw -3606213.748237 + Penalty 3345.717574 = -3602868.030663
  nChanged 3
		SP:Iteration 34Q (81542.800000 sec): 3 clusters
  Score: Raw -3606215.848831 + Penalty 3345.717574 = -3602870.131257
  nChanged 4
		SP:Iteration 35Q (81543.110000 sec): 3 clusters
  Score: Raw -3606218.951992 + Penalty 3345.717574 = -3602873.234418
  nChanged 3
		SP:Iteration 36Q (81543.370000 sec): 3 clusters
  Score: Raw -3606221.103174 + Penalty 3345.717574 = -3602875.385600
  nChanged 3
		SP:Iteration 37Q (81543.640000 sec): 3 clusters
  Score: Raw -3606225.004901 + Penalty 3345.717574 = -3602879.287327
  nChanged 0
		SP:Iteration 38F (81543.960000 sec): 3 clusters
  Score: Raw -3606225.004901 + Penalty 3345.717574 = -3602879.287327
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81544.100000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81544.300000 sec): 3 clusters
  Score: Raw -12814.038415 + Penalty 1598.993801 = -11215.044614
  nChanged 10
		SP:Iteration 1F (81544.500000 sec): 3 clusters
  Score: Raw -12891.620916 + Penalty 1598.993801 = -11292.627115
  nChanged 1
		SP:Iteration 2Q (81544.660000 sec): 3 clusters
  Score: Raw -12893.924498 + Penalty 1598.993801 = -11294.930697
  nChanged 0
		SP:Iteration 3F (81544.870000 sec): 3 clusters
  Score: Raw -12893.924498 + Penalty 1598.993801 = -11294.930697
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81545.060000 sec): 2 clusters
  Score: Raw -695533.749559 + Penalty 1405.905164 = -694127.844395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81545.220000 sec): 3 clusters
  Score: Raw -692480.452110 + Penalty 2811.810327 = -689668.641782
  nChanged 2339
		SP:Iteration 1F (81545.460000 sec): 3 clusters
  Score: Raw -693715.984230 + Penalty 2811.810327 = -690904.173902
  nChanged 429
		SP:Iteration 2F (81545.670000 sec): 3 clusters
  Score: Raw -693993.970114 + Penalty 2811.810327 = -691182.159786
  nChanged 409
		SP:Iteration 3F (81545.870000 sec): 3 clusters
  Score: Raw -694273.650068 + Penalty 2811.810327 = -691461.839741
  nChanged 370
		SP:Iteration 4F (81546.050000 sec): 3 clusters
  Score: Raw -694551.531715 + Penalty 2811.810327 = -691739.721388
  nChanged 372
		SP:Iteration 5F (81546.260000 sec): 3 clusters
  Score: Raw -694870.926764 + Penalty 2811.810327 = -692059.116436
  nChanged 338
		SP:Iteration 6F (81546.480000 sec): 3 clusters
  Score: Raw -695140.612154 + Penalty 2811.810327 = -692328.801826
  nChanged 301
		SP:Iteration 7F (81546.690000 sec): 3 clusters
  Score: Raw -695345.973882 + Penalty 2811.810327 = -692534.163554
  nChanged 213
		SP:Iteration 8Q (81546.910000 sec): 3 clusters
  Score: Raw -695461.067870 + Penalty 2811.810327 = -692649.257543
  nChanged 143
		SP:Iteration 9Q (81547.080000 sec): 3 clusters
  Score: Raw -695529.503522 + Penalty 2811.810327 = -692717.693194
  nChanged 106
		SP:Iteration 10Q (81547.330000 sec): 3 clusters
  Score: Raw -695580.978759 + Penalty 2811.810327 = -692769.168431
  nChanged 101
		SP:Iteration 11Q (81547.510000 sec): 3 clusters
  Score: Raw -695626.279937 + Penalty 2811.810327 = -692814.469609
  nChanged 68
		SP:Iteration 12Q (81547.700000 sec): 3 clusters
  Score: Raw -695652.952968 + Penalty 2811.810327 = -692841.142640
  nChanged 52
		SP:Iteration 13Q (81547.910000 sec): 3 clusters
  Score: Raw -695670.548336 + Penalty 2811.810327 = -692858.738008
  nChanged 48
		SP:Iteration 14Q (81548.090000 sec): 3 clusters
  Score: Raw -695685.268081 + Penalty 2811.810327 = -692873.457753
  nChanged 33
		SP:Iteration 15Q (81548.300000 sec): 3 clusters
  Score: Raw -695694.088903 + Penalty 2811.810327 = -692882.278575
  nChanged 34
		SP:Iteration 16Q (81548.440000 sec): 3 clusters
  Score: Raw -695704.169891 + Penalty 2811.810327 = -692892.359563
  nChanged 31
		SP:Iteration 17Q (81548.630000 sec): 3 clusters
  Score: Raw -695713.563084 + Penalty 2811.810327 = -692901.752757
  nChanged 26
		SP:Iteration 18Q (81548.860000 sec): 3 clusters
  Score: Raw -695720.667782 + Penalty 2811.810327 = -692908.857455
  nChanged 15
		SP:Iteration 19Q (81549.020000 sec): 3 clusters
  Score: Raw -695724.564040 + Penalty 2811.810327 = -692912.753713
  nChanged 13
		SP:Iteration 20F (81549.280000 sec): 3 clusters
  Score: Raw -695728.717281 + Penalty 2811.810327 = -692916.906953
  nChanged 11
		SP:Iteration 21Q (81549.500000 sec): 3 clusters
  Score: Raw -695731.202782 + Penalty 2811.810327 = -692919.392455
  nChanged 11
		SP:Iteration 22Q (81549.680000 sec): 3 clusters
  Score: Raw -695734.125894 + Penalty 2811.810327 = -692922.315567
  nChanged 10
		SP:Iteration 23Q (81549.920000 sec): 3 clusters
  Score: Raw -695736.213171 + Penalty 2811.810327 = -692924.402843
  nChanged 5
		SP:Iteration 24Q (81550.120000 sec): 3 clusters
  Score: Raw -695737.646615 + Penalty 2811.810327 = -692925.836287
  nChanged 6
		SP:Iteration 25Q (81550.330000 sec): 3 clusters
  Score: Raw -695738.731197 + Penalty 2811.810327 = -692926.920870
  nChanged 8
		SP:Iteration 26Q (81550.530000 sec): 3 clusters
  Score: Raw -695740.606703 + Penalty 2811.810327 = -692928.796376
  nChanged 9
		SP:Iteration 27Q (81550.720000 sec): 3 clusters
  Score: Raw -695742.469330 + Penalty 2811.810327 = -692930.659003
  nChanged 8
		SP:Iteration 28Q (81550.940000 sec): 3 clusters
  Score: Raw -695744.532505 + Penalty 2811.810327 = -692932.722178
  nChanged 9
		SP:Iteration 29Q (81551.210000 sec): 3 clusters
  Score: Raw -695746.054754 + Penalty 2811.810327 = -692934.244427
  nChanged 5
		SP:Iteration 30Q (81551.390000 sec): 3 clusters
  Score: Raw -695747.016043 + Penalty 2811.810327 = -692935.205715
  nChanged 5
		SP:Iteration 31Q (81551.590000 sec): 3 clusters
  Score: Raw -695748.001819 + Penalty 2811.810327 = -692936.191492
  nChanged 5
		SP:Iteration 32Q (81551.800000 sec): 3 clusters
  Score: Raw -695748.873362 + Penalty 2811.810327 = -692937.063035
  nChanged 6
		SP:Iteration 33Q (81552.050000 sec): 3 clusters
  Score: Raw -695750.580049 + Penalty 2811.810327 = -692938.769722
  nChanged 8
		SP:Iteration 34Q (81552.240000 sec): 3 clusters
  Score: Raw -695752.221765 + Penalty 2811.810327 = -692940.411438
  nChanged 6
		SP:Iteration 35Q (81552.440000 sec): 3 clusters
  Score: Raw -695753.164166 + Penalty 2811.810327 = -692941.353838
  nChanged 3
		SP:Iteration 36Q (81552.650000 sec): 3 clusters
  Score: Raw -695753.702291 + Penalty 2811.810327 = -692941.891964
  nChanged 5
		SP:Iteration 37Q (81552.850000 sec): 3 clusters
  Score: Raw -695754.754219 + Penalty 2811.810327 = -692942.943892
  nChanged 6
		SP:Iteration 38Q (81553.020000 sec): 3 clusters
  Score: Raw -695755.745828 + Penalty 2811.810327 = -692943.935501
  nChanged 3
		SP:Iteration 39Q (81553.220000 sec): 3 clusters
  Score: Raw -695756.304492 + Penalty 2811.810327 = -692944.494165
  nChanged 3
		SP:Iteration 40F (81553.400000 sec): 3 clusters
  Score: Raw -695756.889415 + Penalty 2811.810327 = -692945.079088
  nChanged 1
		SP:Iteration 41Q (81553.600000 sec): 3 clusters
  Score: Raw -695757.193621 + Penalty 2811.810327 = -692945.383294
  nChanged 1
		SP:Iteration 42Q (81553.820000 sec): 3 clusters
  Score: Raw -695757.354390 + Penalty 2811.810327 = -692945.544062
  nChanged 1
		SP:Iteration 43Q (81554.020000 sec): 3 clusters
  Score: Raw -695757.518371 + Penalty 2811.810327 = -692945.708044
  nChanged 1
		SP:Iteration 44Q (81554.240000 sec): 3 clusters
  Score: Raw -695757.633219 + Penalty 2811.810327 = -692945.822891
  nChanged 0
		SP:Iteration 45F (81554.460000 sec): 3 clusters
  Score: Raw -695757.633219 + Penalty 2811.810327 = -692945.822891
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (3656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81554.560000 sec): 2 clusters
  Score: Raw -408802.637255 + Penalty 1333.170302 = -407469.466954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81554.760000 sec): 3 clusters
  Score: Raw -407042.673170 + Penalty 2666.340603 = -404376.332567
  nChanged 1447
		SP:Iteration 1F (81554.970000 sec): 3 clusters
  Score: Raw -408016.539964 + Penalty 2666.340603 = -405350.199360
  nChanged 346
		SP:Iteration 2F (81555.200000 sec): 3 clusters
  Score: Raw -408340.247782 + Penalty 2666.340603 = -405673.907179
  nChanged 303
		SP:Iteration 3F (81555.360000 sec): 3 clusters
  Score: Raw -408658.916065 + Penalty 2666.340603 = -405992.575461
  nChanged 233
		SP:Iteration 4F (81555.530000 sec): 3 clusters
  Score: Raw -408905.941395 + Penalty 2666.340603 = -406239.600792
  nChanged 198
		SP:Iteration 5F (81555.750000 sec): 3 clusters
  Score: Raw -409051.853150 + Penalty 2666.340603 = -406385.512546
  nChanged 131
		SP:Iteration 6Q (81555.930000 sec): 3 clusters
  Score: Raw -409130.753209 + Penalty 2666.340603 = -406464.412605
  nChanged 94
		SP:Iteration 7Q (81556.120000 sec): 3 clusters
  Score: Raw -409184.625109 + Penalty 2666.340603 = -406518.284506
  nChanged 76
		SP:Iteration 8Q (81556.290000 sec): 3 clusters
  Score: Raw -409221.872781 + Penalty 2666.340603 = -406555.532178
  nChanged 47
		SP:Iteration 9Q (81556.460000 sec): 3 clusters
  Score: Raw -409243.303606 + Penalty 2666.340603 = -406576.963003
  nChanged 39
		SP:Iteration 10Q (81556.640000 sec): 3 clusters
  Score: Raw -409258.641849 + Penalty 2666.340603 = -406592.301245
  nChanged 23
		SP:Iteration 11Q (81556.840000 sec): 3 clusters
  Score: Raw -409266.788205 + Penalty 2666.340603 = -406600.447602
  nChanged 18
		SP:Iteration 12Q (81557.070000 sec): 3 clusters
  Score: Raw -409274.127092 + Penalty 2666.340603 = -406607.786489
  nChanged 13
		SP:Iteration 13Q (81557.240000 sec): 3 clusters
  Score: Raw -409280.264316 + Penalty 2666.340603 = -406613.923713
  nChanged 9
		SP:Iteration 14Q (81557.450000 sec): 3 clusters
  Score: Raw -409284.178570 + Penalty 2666.340603 = -406617.837967
  nChanged 13
		SP:Iteration 15Q (81557.620000 sec): 3 clusters
  Score: Raw -409289.118327 + Penalty 2666.340603 = -406622.777724
  nChanged 10
		SP:Iteration 16Q (81557.770000 sec): 3 clusters
  Score: Raw -409291.687832 + Penalty 2666.340603 = -406625.347229
  nChanged 6
		SP:Iteration 17Q (81557.910000 sec): 3 clusters
  Score: Raw -409294.518577 + Penalty 2666.340603 = -406628.177974
  nChanged 7
		SP:Iteration 18Q (81558.060000 sec): 3 clusters
  Score: Raw -409298.995326 + Penalty 2666.340603 = -406632.654723
  nChanged 11
		SP:Iteration 19Q (81558.290000 sec): 3 clusters
  Score: Raw -409304.762613 + Penalty 2666.340603 = -406638.422009
  nChanged 12
		SP:Iteration 20F (81558.430000 sec): 3 clusters
  Score: Raw -409308.715277 + Penalty 2666.340603 = -406642.374673
  nChanged 7
		SP:Iteration 21Q (81558.620000 sec): 3 clusters
  Score: Raw -409311.638569 + Penalty 2666.340603 = -406645.297966
  nChanged 7
		SP:Iteration 22Q (81558.820000 sec): 3 clusters
  Score: Raw -409313.662485 + Penalty 2666.340603 = -406647.321882
  nChanged 7
		SP:Iteration 23Q (81558.980000 sec): 3 clusters
  Score: Raw -409315.566182 + Penalty 2666.340603 = -406649.225579
  nChanged 3
		SP:Iteration 24Q (81559.130000 sec): 3 clusters
  Score: Raw -409316.434784 + Penalty 2666.340603 = -406650.094181
  nChanged 1
		SP:Iteration 25Q (81559.300000 sec): 3 clusters
  Score: Raw -409316.577443 + Penalty 2666.340603 = -406650.236840
  nChanged 1
		SP:Iteration 26Q (81559.440000 sec): 3 clusters
  Score: Raw -409317.113115 + Penalty 2666.340603 = -406650.772512
  nChanged 2
		SP:Iteration 27Q (81559.650000 sec): 3 clusters
  Score: Raw -409317.802296 + Penalty 2666.340603 = -406651.461693
  nChanged 1
		SP:Iteration 28Q (81559.900000 sec): 3 clusters
  Score: Raw -409318.531700 + Penalty 2666.340603 = -406652.191097
  nChanged 2
		SP:Iteration 29Q (81560.060000 sec): 3 clusters
  Score: Raw -409319.289103 + Penalty 2666.340603 = -406652.948500
  nChanged 0
		SP:Iteration 30F (81560.250000 sec): 3 clusters
  Score: Raw -409319.289103 + Penalty 2666.340603 = -406652.948500
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81560.380000 sec): 2 clusters
  Score: Raw -81872.566050 + Penalty 1086.857641 = -80785.708409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81560.600000 sec): 3 clusters
  Score: Raw -81658.068881 + Penalty 2173.715282 = -79484.353599
  nChanged 237
		SP:Iteration 1F (81560.820000 sec): 3 clusters
  Score: Raw -81914.877519 + Penalty 2173.715282 = -79741.162237
  nChanged 66
		SP:Iteration 2F (81561.040000 sec): 3 clusters
  Score: Raw -82010.833615 + Penalty 2173.715282 = -79837.118333
  nChanged 39
		SP:Iteration 3Q (81561.200000 sec): 3 clusters
  Score: Raw -82056.437035 + Penalty 2173.715282 = -79882.721753
  nChanged 27
		SP:Iteration 4Q (81561.400000 sec): 3 clusters
  Score: Raw -82088.125346 + Penalty 2173.715282 = -79914.410064
  nChanged 15
		SP:Iteration 5Q (81561.570000 sec): 3 clusters
  Score: Raw -82108.735492 + Penalty 2173.715282 = -79935.020210
  nChanged 17
		SP:Iteration 6Q (81561.730000 sec): 3 clusters
  Score: Raw -82137.952356 + Penalty 2173.715282 = -79964.237074
  nChanged 16
		SP:Iteration 7Q (81561.940000 sec): 3 clusters
  Score: Raw -82170.740969 + Penalty 2173.715282 = -79997.025687
  nChanged 18
		SP:Iteration 8Q (81562.120000 sec): 3 clusters
  Score: Raw -82202.816949 + Penalty 2173.715282 = -80029.101667
  nChanged 23
		SP:Iteration 9Q (81562.310000 sec): 3 clusters
  Score: Raw -82227.427174 + Penalty 2173.715282 = -80053.711892
  nChanged 14
		SP:Iteration 10Q (81562.520000 sec): 3 clusters
  Score: Raw -82246.334412 + Penalty 2173.715282 = -80072.619130
  nChanged 14
		SP:Iteration 11Q (81562.660000 sec): 3 clusters
  Score: Raw -82263.501208 + Penalty 2173.715282 = -80089.785925
  nChanged 12
		SP:Iteration 12Q (81562.840000 sec): 3 clusters
  Score: Raw -82281.090666 + Penalty 2173.715282 = -80107.375384
  nChanged 12
		SP:Iteration 13Q (81563.010000 sec): 3 clusters
  Score: Raw -82300.886627 + Penalty 2173.715282 = -80127.171345
  nChanged 15
		SP:Iteration 14Q (81563.220000 sec): 3 clusters
  Score: Raw -82327.635589 + Penalty 2173.715282 = -80153.920307
  nChanged 19
		SP:Iteration 15Q (81563.350000 sec): 3 clusters
  Score: Raw -82348.692169 + Penalty 2173.715282 = -80174.976887
  nChanged 14
		SP:Iteration 16Q (81563.540000 sec): 3 clusters
  Score: Raw -82363.640932 + Penalty 2173.715282 = -80189.925650
  nChanged 10
		SP:Iteration 17Q (81563.720000 sec): 3 clusters
  Score: Raw -82386.342970 + Penalty 2173.715282 = -80212.627687
  nChanged 8
		SP:Iteration 18Q (81563.860000 sec): 3 clusters
  Score: Raw -82402.615120 + Penalty 2173.715282 = -80228.899838
  nChanged 10
		SP:Iteration 19Q (81564.050000 sec): 3 clusters
  Score: Raw -82417.132202 + Penalty 2173.715282 = -80243.416920
  nChanged 7
		SP:Iteration 20F (81564.240000 sec): 3 clusters
  Score: Raw -82425.347446 + Penalty 2173.715282 = -80251.632164
  nChanged 5
		SP:Iteration 21Q (81564.420000 sec): 3 clusters
  Score: Raw -82429.063629 + Penalty 2173.715282 = -80255.348347
  nChanged 5
		SP:Iteration 22Q (81564.580000 sec): 3 clusters
  Score: Raw -82438.611184 + Penalty 2173.715282 = -80264.895902
  nChanged 7
		SP:Iteration 23Q (81564.780000 sec): 3 clusters
  Score: Raw -82444.190551 + Penalty 2173.715282 = -80270.475269
  nChanged 3
		SP:Iteration 24Q (81564.970000 sec): 3 clusters
  Score: Raw -82447.458164 + Penalty 2173.715282 = -80273.742882
  nChanged 1
		SP:Iteration 25Q (81565.140000 sec): 3 clusters
  Score: Raw -82448.319759 + Penalty 2173.715282 = -80274.604477
  nChanged 0
		SP:Iteration 26F (81565.340000 sec): 3 clusters
  Score: Raw -82448.319759 + Penalty 2173.715282 = -80274.604477
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81565.410000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81565.580000 sec): 3 clusters
  Score: Raw -60657.694242 + Penalty 2024.266076 = -58633.428166
  nChanged 114
		SP:Iteration 1F (81565.760000 sec): 3 clusters
  Score: Raw -60792.275500 + Penalty 2024.266076 = -58768.009424
  nChanged 27
		SP:Iteration 2F (81565.970000 sec): 3 clusters
  Score: Raw -60825.158415 + Penalty 2024.266076 = -58800.892339
  nChanged 16
		SP:Iteration 3Q (81566.120000 sec): 3 clusters
  Score: Raw -60843.061584 + Penalty 2024.266076 = -58818.795508
  nChanged 5
		SP:Iteration 4Q (81566.300000 sec): 3 clusters
  Score: Raw -60852.083163 + Penalty 2024.266076 = -58827.817087
  nChanged 6
		SP:Iteration 5Q (81566.490000 sec): 3 clusters
  Score: Raw -60858.521875 + Penalty 2024.266076 = -58834.255798
  nChanged 3
		SP:Iteration 6Q (81566.690000 sec): 3 clusters
  Score: Raw -60864.354998 + Penalty 2024.266076 = -58840.088922
  nChanged 4
		SP:Iteration 7Q (81566.840000 sec): 3 clusters
  Score: Raw -60879.259959 + Penalty 2024.266076 = -58854.993882
  nChanged 2
		SP:Iteration 8Q (81567.030000 sec): 3 clusters
  Score: Raw -60884.439167 + Penalty 2024.266076 = -58860.173091
  nChanged 2
		SP:Iteration 9Q (81567.200000 sec): 3 clusters
  Score: Raw -60887.204411 + Penalty 2024.266076 = -58862.938335
  nChanged 0
		SP:Iteration 10F (81567.340000 sec): 3 clusters
  Score: Raw -60887.204411 + Penalty 2024.266076 = -58862.938335
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (15379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81567.520000 sec): 2 clusters
  Score: Raw -1757586.352616 + Penalty 1566.623211 = -1756019.729405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81567.740000 sec): 3 clusters
  Score: Raw -1748469.329624 + Penalty 3133.246422 = -1745336.083202
  nChanged 6931
		SP:Iteration 1F (81568.000000 sec): 3 clusters
  Score: Raw -1752468.859847 + Penalty 3133.246422 = -1749335.613425
  nChanged 967
		SP:Iteration 2F (81568.200000 sec): 3 clusters
  Score: Raw -1752965.016116 + Penalty 3133.246422 = -1749831.769695
  nChanged 868
		SP:Iteration 3F (81568.480000 sec): 3 clusters
  Score: Raw -1753432.287503 + Penalty 3133.246422 = -1750299.041081
  nChanged 858
		SP:Iteration 4F (81568.680000 sec): 3 clusters
  Score: Raw -1753931.396614 + Penalty 3133.246422 = -1750798.150192
  nChanged 772
		SP:Iteration 5F (81568.960000 sec): 3 clusters
  Score: Raw -1754357.685135 + Penalty 3133.246422 = -1751224.438713
  nChanged 699
		SP:Iteration 6Q (81569.170000 sec): 3 clusters
  Score: Raw -1754766.542348 + Penalty 3133.246422 = -1751633.295926
  nChanged 694
		SP:Iteration 7Q (81569.450000 sec): 3 clusters
  Score: Raw -1755193.270908 + Penalty 3133.246422 = -1752060.024486
  nChanged 660
		SP:Iteration 8Q (81569.630000 sec): 3 clusters
  Score: Raw -1755611.460254 + Penalty 3133.246422 = -1752478.213832
  nChanged 640
		SP:Iteration 9Q (81569.860000 sec): 3 clusters
  Score: Raw -1756004.919079 + Penalty 3133.246422 = -1752871.672657
  nChanged 565
		SP:Iteration 10Q (81570.080000 sec): 3 clusters
  Score: Raw -1756349.351085 + Penalty 3133.246422 = -1753216.104663
  nChanged 474
		SP:Iteration 11Q (81570.320000 sec): 3 clusters
  Score: Raw -1756636.344327 + Penalty 3133.246422 = -1753503.097905
  nChanged 428
		SP:Iteration 12Q (81570.580000 sec): 3 clusters
  Score: Raw -1756894.189627 + Penalty 3133.246422 = -1753760.943205
  nChanged 344
		SP:Iteration 13Q (81570.830000 sec): 3 clusters
  Score: Raw -1757065.059072 + Penalty 3133.246422 = -1753931.812650
  nChanged 293
		SP:Iteration 14Q (81571.070000 sec): 3 clusters
  Score: Raw -1757205.370193 + Penalty 3133.246422 = -1754072.123772
  nChanged 248
		SP:Iteration 15Q (81571.280000 sec): 3 clusters
  Score: Raw -1757317.378376 + Penalty 3133.246422 = -1754184.131954
  nChanged 220
		SP:Iteration 16Q (81571.510000 sec): 3 clusters
  Score: Raw -1757421.870428 + Penalty 3133.246422 = -1754288.624006
  nChanged 187
		SP:Iteration 17Q (81571.800000 sec): 3 clusters
  Score: Raw -1757506.154369 + Penalty 3133.246422 = -1754372.907947
  nChanged 161
		SP:Iteration 18Q (81572.000000 sec): 3 clusters
  Score: Raw -1757574.043786 + Penalty 3133.246422 = -1754440.797364
  nChanged 134
		SP:Iteration 19Q (81572.250000 sec): 3 clusters
  Score: Raw -1757627.087781 + Penalty 3133.246422 = -1754493.841359
  nChanged 117
		SP:Iteration 20F (81572.460000 sec): 3 clusters
  Score: Raw -1757675.393218 + Penalty 3133.246422 = -1754542.146796
  nChanged 121
		SP:Iteration 21Q (81572.660000 sec): 3 clusters
  Score: Raw -1757720.639570 + Penalty 3133.246422 = -1754587.393148
  nChanged 95
		SP:Iteration 22Q (81572.880000 sec): 3 clusters
  Score: Raw -1757749.073659 + Penalty 3133.246422 = -1754615.827237
  nChanged 81
		SP:Iteration 23Q (81573.120000 sec): 3 clusters
  Score: Raw -1757773.654644 + Penalty 3133.246422 = -1754640.408222
  nChanged 54
		SP:Iteration 24Q (81573.400000 sec): 3 clusters
  Score: Raw -1757789.870282 + Penalty 3133.246422 = -1754656.623860
  nChanged 39
		SP:Iteration 25Q (81573.590000 sec): 3 clusters
  Score: Raw -1757799.220220 + Penalty 3133.246422 = -1754665.973798
  nChanged 32
		SP:Iteration 26Q (81573.810000 sec): 3 clusters
  Score: Raw -1757807.918311 + Penalty 3133.246422 = -1754674.671889
  nChanged 30
		SP:Iteration 27Q (81574.040000 sec): 3 clusters
  Score: Raw -1757817.275218 + Penalty 3133.246422 = -1754684.028796
  nChanged 37
		SP:Iteration 28Q (81574.300000 sec): 3 clusters
  Score: Raw -1757827.696498 + Penalty 3133.246422 = -1754694.450076
  nChanged 35
		SP:Iteration 29Q (81574.510000 sec): 3 clusters
  Score: Raw -1757836.755750 + Penalty 3133.246422 = -1754703.509328
  nChanged 28
		SP:Iteration 30Q (81574.720000 sec): 3 clusters
  Score: Raw -1757843.667337 + Penalty 3133.246422 = -1754710.420915
  nChanged 27
		SP:Iteration 31Q (81574.990000 sec): 3 clusters
  Score: Raw -1757852.398609 + Penalty 3133.246422 = -1754719.152187
  nChanged 19
		SP:Iteration 32Q (81575.210000 sec): 3 clusters
  Score: Raw -1757858.597948 + Penalty 3133.246422 = -1754725.351526
  nChanged 28
		SP:Iteration 33Q (81575.500000 sec): 3 clusters
  Score: Raw -1757869.770452 + Penalty 3133.246422 = -1754736.524030
  nChanged 35
		SP:Iteration 34Q (81575.770000 sec): 3 clusters
  Score: Raw -1757879.374244 + Penalty 3133.246422 = -1754746.127822
  nChanged 20
		SP:Iteration 35Q (81576.080000 sec): 3 clusters
  Score: Raw -1757885.052948 + Penalty 3133.246422 = -1754751.806526
  nChanged 18
		SP:Iteration 36Q (81576.320000 sec): 3 clusters
  Score: Raw -1757890.044583 + Penalty 3133.246422 = -1754756.798161
  nChanged 15
		SP:Iteration 37Q (81576.620000 sec): 3 clusters
  Score: Raw -1757894.183677 + Penalty 3133.246422 = -1754760.937255
  nChanged 10
		SP:Iteration 38Q (81576.860000 sec): 3 clusters
  Score: Raw -1757896.410809 + Penalty 3133.246422 = -1754763.164387
  nChanged 15
		SP:Iteration 39Q (81577.150000 sec): 3 clusters
  Score: Raw -1757899.318618 + Penalty 3133.246422 = -1754766.072196
  nChanged 5
		SP:Iteration 40F (81577.390000 sec): 3 clusters
  Score: Raw -1757900.725985 + Penalty 3133.246422 = -1754767.479564
  nChanged 4
		SP:Iteration 41Q (81577.690000 sec): 3 clusters
  Score: Raw -1757901.457326 + Penalty 3133.246422 = -1754768.210904
  nChanged 7
		SP:Iteration 42Q (81577.930000 sec): 3 clusters
  Score: Raw -1757903.585685 + Penalty 3133.246422 = -1754770.339263
  nChanged 7
		SP:Iteration 43Q (81578.160000 sec): 3 clusters
  Score: Raw -1757905.368105 + Penalty 3133.246422 = -1754772.121683
  nChanged 7
		SP:Iteration 44Q (81578.420000 sec): 3 clusters
  Score: Raw -1757906.840339 + Penalty 3133.246422 = -1754773.593917
  nChanged 4
		SP:Iteration 45Q (81578.630000 sec): 3 clusters
  Score: Raw -1757907.853515 + Penalty 3133.246422 = -1754774.607093
  nChanged 5
		SP:Iteration 46Q (81578.900000 sec): 3 clusters
  Score: Raw -1757908.953782 + Penalty 3133.246422 = -1754775.707360
  nChanged 2
		SP:Iteration 47Q (81579.130000 sec): 3 clusters
  Score: Raw -1757909.333364 + Penalty 3133.246422 = -1754776.086942
  nChanged 1
		SP:Iteration 48Q (81579.400000 sec): 3 clusters
  Score: Raw -1757909.943153 + Penalty 3133.246422 = -1754776.696731
  nChanged 4
		SP:Iteration 49Q (81579.620000 sec): 3 clusters
  Score: Raw -1757911.159715 + Penalty 3133.246422 = -1754777.913293
  nChanged 5
		SP:Iteration 50Q (81579.860000 sec): 3 clusters
  Score: Raw -1757912.072719 + Penalty 3133.246422 = -1754778.826298
  nChanged 4
		SP:Iteration 51Q (81580.100000 sec): 3 clusters
  Score: Raw -1757912.905495 + Penalty 3133.246422 = -1754779.659073
  nChanged 3
		SP:Iteration 52Q (81580.390000 sec): 3 clusters
  Score: Raw -1757913.293427 + Penalty 3133.246422 = -1754780.047005
  nChanged 4
		SP:Iteration 53Q (81580.590000 sec): 3 clusters
  Score: Raw -1757914.013321 + Penalty 3133.246422 = -1754780.766899
  nChanged 3
		SP:Iteration 54Q (81580.860000 sec): 3 clusters
  Score: Raw -1757914.720485 + Penalty 3133.246422 = -1754781.474063
  nChanged 3
		SP:Iteration 55Q (81581.070000 sec): 3 clusters
  Score: Raw -1757915.255121 + Penalty 3133.246422 = -1754782.008699
  nChanged 2
		SP:Iteration 56Q (81581.340000 sec): 3 clusters
  Score: Raw -1757915.857639 + Penalty 3133.246422 = -1754782.611217
  nChanged 3
		SP:Iteration 57Q (81581.600000 sec): 3 clusters
  Score: Raw -1757916.510904 + Penalty 3133.246422 = -1754783.264482
  nChanged 5
		SP:Iteration 58Q (81581.830000 sec): 3 clusters
  Score: Raw -1757917.268291 + Penalty 3133.246422 = -1754784.021869
  nChanged 4
		SP:Iteration 59Q (81582.070000 sec): 3 clusters
  Score: Raw -1757918.162139 + Penalty 3133.246422 = -1754784.915717
  nChanged 7
		SP:Iteration 60F (81582.340000 sec): 3 clusters
  Score: Raw -1757920.977420 + Penalty 3133.246422 = -1754787.730998
  nChanged 9
		SP:Iteration 61Q (81582.650000 sec): 3 clusters
  Score: Raw -1757923.475413 + Penalty 3133.246422 = -1754790.228991
  nChanged 10
		SP:Iteration 62Q (81582.920000 sec): 3 clusters
  Score: Raw -1757925.749109 + Penalty 3133.246422 = -1754792.502687
  nChanged 6
		SP:Iteration 63Q (81583.190000 sec): 3 clusters
  Score: Raw -1757927.063843 + Penalty 3133.246422 = -1754793.817421
  nChanged 5
		SP:Iteration 64Q (81583.410000 sec): 3 clusters
  Score: Raw -1757928.085652 + Penalty 3133.246422 = -1754794.839230
  nChanged 8
		SP:Iteration 65Q (81583.600000 sec): 3 clusters
  Score: Raw -1757930.205592 + Penalty 3133.246422 = -1754796.959170
  nChanged 9
		SP:Iteration 66Q (81583.840000 sec): 3 clusters
  Score: Raw -1757931.693128 + Penalty 3133.246422 = -1754798.446706
  nChanged 6
		SP:Iteration 67Q (81584.050000 sec): 3 clusters
  Score: Raw -1757933.595621 + Penalty 3133.246422 = -1754800.349199
  nChanged 6
		SP:Iteration 68Q (81584.320000 sec): 3 clusters
  Score: Raw -1757934.938981 + Penalty 3133.246422 = -1754801.692559
  nChanged 1
		SP:Iteration 69Q (81584.580000 sec): 3 clusters
  Score: Raw -1757935.193935 + Penalty 3133.246422 = -1754801.947513
  nChanged 0
		SP:Iteration 70F (81584.830000 sec): 3 clusters
  Score: Raw -1757935.193935 + Penalty 3133.246422 = -1754801.947513
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81584.960000 sec): 2 clusters
  Score: Raw -1140744.496348 + Penalty 1486.798338 = -1139257.698011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81585.200000 sec): 3 clusters
  Score: Raw -1135367.034375 + Penalty 2973.596676 = -1132393.437700
  nChanged 4124
		SP:Iteration 1F (81585.450000 sec): 3 clusters
  Score: Raw -1137701.199717 + Penalty 2973.596676 = -1134727.603042
  nChanged 666
		SP:Iteration 2F (81585.680000 sec): 3 clusters
  Score: Raw -1138090.150031 + Penalty 2973.596676 = -1135116.553356
  nChanged 614
		SP:Iteration 3F (81585.880000 sec): 3 clusters
  Score: Raw -1138475.553277 + Penalty 2973.596676 = -1135501.956601
  nChanged 578
		SP:Iteration 4F (81586.080000 sec): 3 clusters
  Score: Raw -1138838.218400 + Penalty 2973.596676 = -1135864.621725
  nChanged 500
		SP:Iteration 5F (81586.290000 sec): 3 clusters
  Score: Raw -1139139.009607 + Penalty 2973.596676 = -1136165.412931
  nChanged 449
		SP:Iteration 6Q (81586.520000 sec): 3 clusters
  Score: Raw -1139389.106700 + Penalty 2973.596676 = -1136415.510024
  nChanged 391
		SP:Iteration 7Q (81586.820000 sec): 3 clusters
  Score: Raw -1139596.664135 + Penalty 2973.596676 = -1136623.067460
  nChanged 345
		SP:Iteration 8Q (81587.060000 sec): 3 clusters
  Score: Raw -1139772.077896 + Penalty 2973.596676 = -1136798.481220
  nChanged 300
		SP:Iteration 9Q (81587.380000 sec): 3 clusters
  Score: Raw -1139927.292156 + Penalty 2973.596676 = -1136953.695480
  nChanged 257
		SP:Iteration 10Q (81587.600000 sec): 3 clusters
  Score: Raw -1140076.555886 + Penalty 2973.596676 = -1137102.959210
  nChanged 256
		SP:Iteration 11Q (81587.810000 sec): 3 clusters
  Score: Raw -1140235.171722 + Penalty 2973.596676 = -1137261.575047
  nChanged 246
		SP:Iteration 12Q (81588.040000 sec): 3 clusters
  Score: Raw -1140373.652943 + Penalty 2973.596676 = -1137400.056267
  nChanged 215
		SP:Iteration 13Q (81588.300000 sec): 3 clusters
  Score: Raw -1140485.887855 + Penalty 2973.596676 = -1137512.291180
  nChanged 155
		SP:Iteration 14Q (81588.520000 sec): 3 clusters
  Score: Raw -1140555.177487 + Penalty 2973.596676 = -1137581.580812
  nChanged 129
		SP:Iteration 15Q (81588.730000 sec): 3 clusters
  Score: Raw -1140610.838490 + Penalty 2973.596676 = -1137637.241815
  nChanged 108
		SP:Iteration 16Q (81588.970000 sec): 3 clusters
  Score: Raw -1140654.331654 + Penalty 2973.596676 = -1137680.734978
  nChanged 104
		SP:Iteration 17Q (81589.210000 sec): 3 clusters
  Score: Raw -1140686.647391 + Penalty 2973.596676 = -1137713.050716
  nChanged 87
		SP:Iteration 18Q (81589.480000 sec): 3 clusters
  Score: Raw -1140710.840756 + Penalty 2973.596676 = -1137737.244080
  nChanged 66
		SP:Iteration 19Q (81589.720000 sec): 3 clusters
  Score: Raw -1140731.169125 + Penalty 2973.596676 = -1137757.572449
  nChanged 77
		SP:Iteration 20F (81589.920000 sec): 3 clusters
  Score: Raw -1140754.209900 + Penalty 2973.596676 = -1137780.613224
  nChanged 64
		SP:Iteration 21Q (81590.140000 sec): 3 clusters
  Score: Raw -1140770.980896 + Penalty 2973.596676 = -1137797.384220
  nChanged 47
		SP:Iteration 22Q (81590.370000 sec): 3 clusters
  Score: Raw -1140782.710454 + Penalty 2973.596676 = -1137809.113778
  nChanged 46
		SP:Iteration 23Q (81590.600000 sec): 3 clusters
  Score: Raw -1140794.540717 + Penalty 2973.596676 = -1137820.944041
  nChanged 49
		SP:Iteration 24Q (81590.800000 sec): 3 clusters
  Score: Raw -1140807.568759 + Penalty 2973.596676 = -1137833.972083
  nChanged 44
		SP:Iteration 25Q (81590.980000 sec): 3 clusters
  Score: Raw -1140819.653715 + Penalty 2973.596676 = -1137846.057039
  nChanged 47
		SP:Iteration 26Q (81591.200000 sec): 3 clusters
  Score: Raw -1140830.994533 + Penalty 2973.596676 = -1137857.397857
  nChanged 34
		SP:Iteration 27Q (81591.420000 sec): 3 clusters
  Score: Raw -1140841.823448 + Penalty 2973.596676 = -1137868.226772
  nChanged 40
		SP:Iteration 28Q (81591.620000 sec): 3 clusters
  Score: Raw -1140854.947283 + Penalty 2973.596676 = -1137881.350607
  nChanged 45
		SP:Iteration 29Q (81591.820000 sec): 3 clusters
  Score: Raw -1140869.474748 + Penalty 2973.596676 = -1137895.878073
  nChanged 51
		SP:Iteration 30Q (81592.050000 sec): 3 clusters
  Score: Raw -1140885.227860 + Penalty 2973.596676 = -1137911.631184
  nChanged 57
		SP:Iteration 31Q (81592.260000 sec): 3 clusters
  Score: Raw -1140902.123959 + Penalty 2973.596676 = -1137928.527283
  nChanged 44
		SP:Iteration 32Q (81592.470000 sec): 3 clusters
  Score: Raw -1140914.149834 + Penalty 2973.596676 = -1137940.553159
  nChanged 42
		SP:Iteration 33Q (81592.630000 sec): 3 clusters
  Score: Raw -1140924.183965 + Penalty 2973.596676 = -1137950.587289
  nChanged 36
		SP:Iteration 34Q (81592.860000 sec): 3 clusters
  Score: Raw -1140932.142347 + Penalty 2973.596676 = -1137958.545671
  nChanged 20
		SP:Iteration 35Q (81593.130000 sec): 3 clusters
  Score: Raw -1140936.896817 + Penalty 2973.596676 = -1137963.300141
  nChanged 20
		SP:Iteration 36Q (81593.340000 sec): 3 clusters
  Score: Raw -1140941.263209 + Penalty 2973.596676 = -1137967.666533
  nChanged 14
		SP:Iteration 37Q (81593.530000 sec): 3 clusters
  Score: Raw -1140945.685996 + Penalty 2973.596676 = -1137972.089321
  nChanged 17
		SP:Iteration 38Q (81593.740000 sec): 3 clusters
  Score: Raw -1140951.070003 + Penalty 2973.596676 = -1137977.473328
  nChanged 21
		SP:Iteration 39Q (81594.000000 sec): 3 clusters
  Score: Raw -1140957.046097 + Penalty 2973.596676 = -1137983.449422
  nChanged 18
		SP:Iteration 40F (81594.250000 sec): 3 clusters
  Score: Raw -1140961.260899 + Penalty 2973.596676 = -1137987.664224
  nChanged 21
		SP:Iteration 41Q (81594.460000 sec): 3 clusters
  Score: Raw -1140966.805976 + Penalty 2973.596676 = -1137993.209300
  nChanged 15
		SP:Iteration 42Q (81594.730000 sec): 3 clusters
  Score: Raw -1140970.249392 + Penalty 2973.596676 = -1137996.652716
  nChanged 13
		SP:Iteration 43Q (81594.990000 sec): 3 clusters
  Score: Raw -1140972.634241 + Penalty 2973.596676 = -1137999.037565
  nChanged 15
		SP:Iteration 44Q (81595.220000 sec): 3 clusters
  Score: Raw -1140975.567562 + Penalty 2973.596676 = -1138001.970886
  nChanged 13
		SP:Iteration 45Q (81595.450000 sec): 3 clusters
  Score: Raw -1140978.367120 + Penalty 2973.596676 = -1138004.770444
  nChanged 10
		SP:Iteration 46Q (81595.700000 sec): 3 clusters
  Score: Raw -1140980.240821 + Penalty 2973.596676 = -1138006.644145
  nChanged 11
		SP:Iteration 47Q (81595.880000 sec): 3 clusters
  Score: Raw -1140982.742432 + Penalty 2973.596676 = -1138009.145756
  nChanged 11
		SP:Iteration 48Q (81596.120000 sec): 3 clusters
  Score: Raw -1140986.650546 + Penalty 2973.596676 = -1138013.053870
  nChanged 19
		SP:Iteration 49Q (81596.360000 sec): 3 clusters
  Score: Raw -1140991.875555 + Penalty 2973.596676 = -1138018.278880
  nChanged 19
		SP:Iteration 50Q (81596.620000 sec): 3 clusters
  Score: Raw -1140996.793548 + Penalty 2973.596676 = -1138023.196873
  nChanged 19
		SP:Iteration 51Q (81596.820000 sec): 3 clusters
  Score: Raw -1141001.796244 + Penalty 2973.596676 = -1138028.199569
  nChanged 17
		SP:Iteration 52Q (81597.030000 sec): 3 clusters
  Score: Raw -1141005.426888 + Penalty 2973.596676 = -1138031.830212
  nChanged 13
		SP:Iteration 53Q (81597.310000 sec): 3 clusters
  Score: Raw -1141007.820492 + Penalty 2973.596676 = -1138034.223816
  nChanged 12
		SP:Iteration 54Q (81597.550000 sec): 3 clusters
  Score: Raw -1141010.219879 + Penalty 2973.596676 = -1138036.623204
  nChanged 11
		SP:Iteration 55Q (81597.780000 sec): 3 clusters
  Score: Raw -1141012.622879 + Penalty 2973.596676 = -1138039.026203
  nChanged 8
		SP:Iteration 56Q (81598.060000 sec): 3 clusters
  Score: Raw -1141013.773917 + Penalty 2973.596676 = -1138040.177241
  nChanged 7
		SP:Iteration 57Q (81598.240000 sec): 3 clusters
  Score: Raw -1141015.270958 + Penalty 2973.596676 = -1138041.674282
  nChanged 3
		SP:Iteration 58Q (81598.440000 sec): 3 clusters
  Score: Raw -1141016.106326 + Penalty 2973.596676 = -1138042.509650
  nChanged 4
		SP:Iteration 59Q (81598.660000 sec): 3 clusters
  Score: Raw -1141016.871552 + Penalty 2973.596676 = -1138043.274877
  nChanged 4
		SP:Iteration 60F (81598.920000 sec): 3 clusters
  Score: Raw -1141017.790303 + Penalty 2973.596676 = -1138044.193627
  nChanged 7
		SP:Iteration 61Q (81599.150000 sec): 3 clusters
  Score: Raw -1141018.793257 + Penalty 2973.596676 = -1138045.196581
  nChanged 3
		SP:Iteration 62Q (81599.400000 sec): 3 clusters
  Score: Raw -1141019.250009 + Penalty 2973.596676 = -1138045.653333
  nChanged 1
		SP:Iteration 63Q (81599.610000 sec): 3 clusters
  Score: Raw -1141019.392719 + Penalty 2973.596676 = -1138045.796044
  nChanged 1
		SP:Iteration 64Q (81599.830000 sec): 3 clusters
  Score: Raw -1141019.603235 + Penalty 2973.596676 = -1138046.006559
  nChanged 0
		SP:Iteration 65F (81600.060000 sec): 3 clusters
  Score: Raw -1141019.603235 + Penalty 2973.596676 = -1138046.006559
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81600.150000 sec): 2 clusters
  Score: Raw -905071.631560 + Penalty 1451.355718 = -903620.275842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81600.410000 sec): 3 clusters
  Score: Raw -900956.919423 + Penalty 2902.711437 = -898054.207986
  nChanged 3213
		SP:Iteration 1F (81600.620000 sec): 3 clusters
  Score: Raw -902700.300143 + Penalty 2902.711437 = -899797.588706
  nChanged 562
		SP:Iteration 2F (81600.840000 sec): 3 clusters
  Score: Raw -902985.334384 + Penalty 2902.711437 = -900082.622947
  nChanged 457
		SP:Iteration 3F (81601.020000 sec): 3 clusters
  Score: Raw -903236.354482 + Penalty 2902.711437 = -900333.643045
  nChanged 409
		SP:Iteration 4F (81601.230000 sec): 3 clusters
  Score: Raw -903502.436738 + Penalty 2902.711437 = -900599.725301
  nChanged 428
		SP:Iteration 5F (81601.430000 sec): 3 clusters
  Score: Raw -903817.789000 + Penalty 2902.711437 = -900915.077563
  nChanged 447
		SP:Iteration 6F (81601.640000 sec): 3 clusters
  Score: Raw -904158.259229 + Penalty 2902.711437 = -901255.547792
  nChanged 428
		SP:Iteration 7F (81601.890000 sec): 3 clusters
  Score: Raw -904463.471263 + Penalty 2902.711437 = -901560.759826
  nChanged 370
		SP:Iteration 8Q (81602.100000 sec): 3 clusters
  Score: Raw -904664.018334 + Penalty 2902.711437 = -901761.306898
  nChanged 259
		SP:Iteration 9Q (81602.270000 sec): 3 clusters
  Score: Raw -904774.027873 + Penalty 2902.711437 = -901871.316436
  nChanged 200
		SP:Iteration 10Q (81602.460000 sec): 3 clusters
  Score: Raw -904857.410183 + Penalty 2902.711437 = -901954.698746
  nChanged 168
		SP:Iteration 11Q (81602.700000 sec): 3 clusters
  Score: Raw -904913.545221 + Penalty 2902.711437 = -902010.833784
  nChanged 118
		SP:Iteration 12Q (81602.900000 sec): 3 clusters
  Score: Raw -904949.866473 + Penalty 2902.711437 = -902047.155036
  nChanged 101
		SP:Iteration 13Q (81603.090000 sec): 3 clusters
  Score: Raw -904974.292965 + Penalty 2902.711437 = -902071.581529
  nChanged 78
		SP:Iteration 14Q (81603.250000 sec): 3 clusters
  Score: Raw -904993.191037 + Penalty 2902.711437 = -902090.479600
  nChanged 61
		SP:Iteration 15Q (81603.500000 sec): 3 clusters
  Score: Raw -905009.432146 + Penalty 2902.711437 = -902106.720710
  nChanged 59
		SP:Iteration 16Q (81603.700000 sec): 3 clusters
  Score: Raw -905021.957416 + Penalty 2902.711437 = -902119.245979
  nChanged 47
		SP:Iteration 17Q (81603.930000 sec): 3 clusters
  Score: Raw -905032.434280 + Penalty 2902.711437 = -902129.722844
  nChanged 37
		SP:Iteration 18Q (81604.140000 sec): 3 clusters
  Score: Raw -905039.759571 + Penalty 2902.711437 = -902137.048134
  nChanged 32
		SP:Iteration 19Q (81604.310000 sec): 3 clusters
  Score: Raw -905045.398957 + Penalty 2902.711437 = -902142.687520
  nChanged 22
		SP:Iteration 20F (81604.520000 sec): 3 clusters
  Score: Raw -905048.296126 + Penalty 2902.711437 = -902145.584689
  nChanged 16
		SP:Iteration 21Q (81604.720000 sec): 3 clusters
  Score: Raw -905050.526961 + Penalty 2902.711437 = -902147.815525
  nChanged 12
		SP:Iteration 22Q (81604.930000 sec): 3 clusters
  Score: Raw -905052.243770 + Penalty 2902.711437 = -902149.532334
  nChanged 11
		SP:Iteration 23Q (81605.180000 sec): 3 clusters
  Score: Raw -905053.926652 + Penalty 2902.711437 = -902151.215215
  nChanged 12
		SP:Iteration 24Q (81605.370000 sec): 3 clusters
  Score: Raw -905056.236312 + Penalty 2902.711437 = -902153.524876
  nChanged 14
		SP:Iteration 25Q (81605.610000 sec): 3 clusters
  Score: Raw -905058.768527 + Penalty 2902.711437 = -902156.057090
  nChanged 12
		SP:Iteration 26Q (81605.840000 sec): 3 clusters
  Score: Raw -905060.404508 + Penalty 2902.711437 = -902157.693072
  nChanged 18
		SP:Iteration 27Q (81606.060000 sec): 3 clusters
  Score: Raw -905062.961735 + Penalty 2902.711437 = -902160.250298
  nChanged 22
		SP:Iteration 28Q (81606.280000 sec): 3 clusters
  Score: Raw -905066.441693 + Penalty 2902.711437 = -902163.730257
  nChanged 22
		SP:Iteration 29Q (81606.460000 sec): 3 clusters
  Score: Raw -905070.096636 + Penalty 2902.711437 = -902167.385200
  nChanged 19
		SP:Iteration 30Q (81606.700000 sec): 3 clusters
  Score: Raw -905073.221228 + Penalty 2902.711437 = -902170.509791
  nChanged 18
		SP:Iteration 31Q (81606.890000 sec): 3 clusters
  Score: Raw -905076.214854 + Penalty 2902.711437 = -902173.503417
  nChanged 14
		SP:Iteration 32Q (81607.160000 sec): 3 clusters
  Score: Raw -905078.144595 + Penalty 2902.711437 = -902175.433158
  nChanged 14
		SP:Iteration 33Q (81607.340000 sec): 3 clusters
  Score: Raw -905079.984972 + Penalty 2902.711437 = -902177.273535
  nChanged 14
		SP:Iteration 34Q (81607.610000 sec): 3 clusters
  Score: Raw -905082.598774 + Penalty 2902.711437 = -902179.887337
  nChanged 17
		SP:Iteration 35Q (81607.820000 sec): 3 clusters
  Score: Raw -905085.483227 + Penalty 2902.711437 = -902182.771790
  nChanged 15
		SP:Iteration 36Q (81608.060000 sec): 3 clusters
  Score: Raw -905088.546287 + Penalty 2902.711437 = -902185.834851
  nChanged 17
		SP:Iteration 37Q (81608.250000 sec): 3 clusters
  Score: Raw -905091.755264 + Penalty 2902.711437 = -902189.043828
  nChanged 17
		SP:Iteration 38Q (81608.460000 sec): 3 clusters
  Score: Raw -905094.613040 + Penalty 2902.711437 = -902191.901603
  nChanged 12
		SP:Iteration 39Q (81608.690000 sec): 3 clusters
  Score: Raw -905097.460997 + Penalty 2902.711437 = -902194.749560
  nChanged 15
		SP:Iteration 40F (81608.900000 sec): 3 clusters
  Score: Raw -905099.546085 + Penalty 2902.711437 = -902196.834648
  nChanged 11
		SP:Iteration 41Q (81609.160000 sec): 3 clusters
  Score: Raw -905101.142710 + Penalty 2902.711437 = -902198.431274
  nChanged 12
		SP:Iteration 42Q (81609.370000 sec): 3 clusters
  Score: Raw -905102.860516 + Penalty 2902.711437 = -902200.149079
  nChanged 20
		SP:Iteration 43Q (81609.560000 sec): 3 clusters
  Score: Raw -905106.896288 + Penalty 2902.711437 = -902204.184851
  nChanged 18
		SP:Iteration 44Q (81609.820000 sec): 3 clusters
  Score: Raw -905110.403885 + Penalty 2902.711437 = -902207.692448
  nChanged 22
		SP:Iteration 45Q (81610.030000 sec): 3 clusters
  Score: Raw -905114.163334 + Penalty 2902.711437 = -902211.451897
  nChanged 27
		SP:Iteration 46Q (81610.260000 sec): 3 clusters
  Score: Raw -905119.162032 + Penalty 2902.711437 = -902216.450595
  nChanged 27
		SP:Iteration 47Q (81610.520000 sec): 3 clusters
  Score: Raw -905125.156733 + Penalty 2902.711437 = -902222.445296
  nChanged 37
		SP:Iteration 48Q (81610.700000 sec): 3 clusters
  Score: Raw -905135.110526 + Penalty 2902.711437 = -902232.399090
  nChanged 43
		SP:Iteration 49Q (81610.880000 sec): 3 clusters
  Score: Raw -905146.262903 + Penalty 2902.711437 = -902243.551467
  nChanged 45
		SP:Iteration 50Q (81611.090000 sec): 3 clusters
  Score: Raw -905159.921666 + Penalty 2902.711437 = -902257.210229
  nChanged 55
		SP:Iteration 51Q (81611.290000 sec): 3 clusters
  Score: Raw -905175.681588 + Penalty 2902.711437 = -902272.970151
  nChanged 60
		SP:Iteration 52Q (81611.480000 sec): 3 clusters
  Score: Raw -905189.581623 + Penalty 2902.711437 = -902286.870186
  nChanged 49
		SP:Iteration 53Q (81611.700000 sec): 3 clusters
  Score: Raw -905204.068467 + Penalty 2902.711437 = -902301.357030
  nChanged 66
		SP:Iteration 54Q (81611.880000 sec): 3 clusters
  Score: Raw -905224.100449 + Penalty 2902.711437 = -902321.389013
  nChanged 65
		SP:Iteration 55Q (81612.150000 sec): 3 clusters
  Score: Raw -905245.118714 + Penalty 2902.711437 = -902342.407278
  nChanged 57
		SP:Iteration 56Q (81612.340000 sec): 3 clusters
  Score: Raw -905260.002531 + Penalty 2902.711437 = -902357.291095
  nChanged 47
		SP:Iteration 57Q (81612.540000 sec): 3 clusters
  Score: Raw -905271.518127 + Penalty 2902.711437 = -902368.806690
  nChanged 55
		SP:Iteration 58Q (81612.720000 sec): 3 clusters
  Score: Raw -905286.368760 + Penalty 2902.711437 = -902383.657323
  nChanged 59
		SP:Iteration 59Q (81612.960000 sec): 3 clusters
  Score: Raw -905303.190864 + Penalty 2902.711437 = -902400.479428
  nChanged 69
		SP:Iteration 60F (81613.150000 sec): 3 clusters
  Score: Raw -905321.912338 + Penalty 2902.711437 = -902419.200901
  nChanged 71
		SP:Iteration 61Q (81613.370000 sec): 3 clusters
  Score: Raw -905343.720387 + Penalty 2902.711437 = -902441.008951
  nChanged 73
		SP:Iteration 62Q (81613.590000 sec): 3 clusters
  Score: Raw -905364.989676 + Penalty 2902.711437 = -902462.278240
  nChanged 71
		SP:Iteration 63Q (81613.760000 sec): 3 clusters
  Score: Raw -905386.452634 + Penalty 2902.711437 = -902483.741197
  nChanged 70
		SP:Iteration 64Q (81614.020000 sec): 3 clusters
  Score: Raw -905407.237987 + Penalty 2902.711437 = -902504.526550
  nChanged 72
		SP:Iteration 65Q (81614.240000 sec): 3 clusters
  Score: Raw -905431.359797 + Penalty 2902.711437 = -902528.648360
  nChanged 91
		SP:Iteration 66Q (81614.500000 sec): 3 clusters
  Score: Raw -905462.319008 + Penalty 2902.711437 = -902559.607572
  nChanged 97
		SP:Iteration 67Q (81614.720000 sec): 3 clusters
  Score: Raw -905495.766108 + Penalty 2902.711437 = -902593.054671
  nChanged 85
		SP:Iteration 68Q (81614.970000 sec): 3 clusters
  Score: Raw -905528.143268 + Penalty 2902.711437 = -902625.431831
  nChanged 90
		SP:Iteration 69Q (81615.150000 sec): 3 clusters
  Score: Raw -905558.763712 + Penalty 2902.711437 = -902656.052275
  nChanged 94
		SP:Iteration 70Q (81615.410000 sec): 3 clusters
  Score: Raw -905592.676699 + Penalty 2902.711437 = -902689.965262
  nChanged 107
		SP:Iteration 71Q (81615.600000 sec): 3 clusters
  Score: Raw -905634.540746 + Penalty 2902.711437 = -902731.829309
  nChanged 105
		SP:Iteration 72Q (81615.830000 sec): 3 clusters
  Score: Raw -905673.276812 + Penalty 2902.711437 = -902770.565375
  nChanged 90
		SP:Iteration 73Q (81616.040000 sec): 3 clusters
  Score: Raw -905704.887265 + Penalty 2902.711437 = -902802.175828
  nChanged 81
		SP:Iteration 74Q (81616.260000 sec): 3 clusters
  Score: Raw -905730.927753 + Penalty 2902.711437 = -902828.216316
  nChanged 73
		SP:Iteration 75Q (81616.490000 sec): 3 clusters
  Score: Raw -905754.494373 + Penalty 2902.711437 = -902851.782936
  nChanged 65
		SP:Iteration 76Q (81616.690000 sec): 3 clusters
  Score: Raw -905773.724467 + Penalty 2902.711437 = -902871.013031
  nChanged 57
		SP:Iteration 77Q (81616.850000 sec): 3 clusters
  Score: Raw -905790.608021 + Penalty 2902.711437 = -902887.896584
  nChanged 53
		SP:Iteration 78Q (81617.110000 sec): 3 clusters
  Score: Raw -905807.550101 + Penalty 2902.711437 = -902904.838665
  nChanged 53
		SP:Iteration 79Q (81617.370000 sec): 3 clusters
  Score: Raw -905823.730734 + Penalty 2902.711437 = -902921.019297
  nChanged 45
		SP:Iteration 80F (81617.570000 sec): 3 clusters
  Score: Raw -905835.852132 + Penalty 2902.711437 = -902933.140695
  nChanged 28
		SP:Iteration 81Q (81617.790000 sec): 3 clusters
  Score: Raw -905844.129767 + Penalty 2902.711437 = -902941.418330
  nChanged 33
		SP:Iteration 82Q (81618.000000 sec): 3 clusters
  Score: Raw -905855.030395 + Penalty 2902.711437 = -902952.318958
  nChanged 33
		SP:Iteration 83Q (81618.280000 sec): 3 clusters
  Score: Raw -905865.076789 + Penalty 2902.711437 = -902962.365352
  nChanged 28
		SP:Iteration 84Q (81618.450000 sec): 3 clusters
  Score: Raw -905873.053128 + Penalty 2902.711437 = -902970.341691
  nChanged 28
		SP:Iteration 85Q (81618.670000 sec): 3 clusters
  Score: Raw -905882.540246 + Penalty 2902.711437 = -902979.828809
  nChanged 31
		SP:Iteration 86Q (81618.840000 sec): 3 clusters
  Score: Raw -905891.759089 + Penalty 2902.711437 = -902989.047652
  nChanged 28
		SP:Iteration 87Q (81619.130000 sec): 3 clusters
  Score: Raw -905899.608998 + Penalty 2902.711437 = -902996.897562
  nChanged 21
		SP:Iteration 88Q (81619.330000 sec): 3 clusters
  Score: Raw -905906.866326 + Penalty 2902.711437 = -903004.154889
  nChanged 27
		SP:Iteration 89Q (81619.580000 sec): 3 clusters
  Score: Raw -905915.419245 + Penalty 2902.711437 = -903012.707809
  nChanged 13
		SP:Iteration 90Q (81619.840000 sec): 3 clusters
  Score: Raw -905918.594655 + Penalty 2902.711437 = -903015.883219
  nChanged 10
		SP:Iteration 91Q (81620.100000 sec): 3 clusters
  Score: Raw -905921.195522 + Penalty 2902.711437 = -903018.484085
  nChanged 7
		SP:Iteration 92Q (81620.270000 sec): 3 clusters
  Score: Raw -905922.348513 + Penalty 2902.711437 = -903019.637077
  nChanged 5
		SP:Iteration 93Q (81620.490000 sec): 3 clusters
  Score: Raw -905923.153190 + Penalty 2902.711437 = -903020.441753
  nChanged 4
		SP:Iteration 94Q (81620.680000 sec): 3 clusters
  Score: Raw -905923.785681 + Penalty 2902.711437 = -903021.074245
  nChanged 4
		SP:Iteration 95Q (81620.950000 sec): 3 clusters
  Score: Raw -905924.406254 + Penalty 2902.711437 = -903021.694817
  nChanged 2
		SP:Iteration 96Q (81621.150000 sec): 3 clusters
  Score: Raw -905924.774080 + Penalty 2902.711437 = -903022.062643
  nChanged 1
		SP:Iteration 97Q (81621.350000 sec): 3 clusters
  Score: Raw -905925.160826 + Penalty 2902.711437 = -903022.449389
  nChanged 0
		SP:Iteration 98F (81621.560000 sec): 3 clusters
  Score: Raw -905925.160826 + Penalty 2902.711437 = -903022.449389
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81621.650000 sec): 2 clusters
  Score: Raw -23040.581586 + Penalty 880.116315 = -22160.465271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81621.800000 sec): 3 clusters
  Score: Raw -23244.472976 + Penalty 1760.232631 = -21484.240345
  nChanged 40
		SP:Iteration 1F (81621.970000 sec): 3 clusters
  Score: Raw -23326.803969 + Penalty 1760.232631 = -21566.571338
  nChanged 12
		SP:Iteration 2F (81622.130000 sec): 3 clusters
  Score: Raw -23398.729562 + Penalty 1760.232631 = -21638.496931
  nChanged 12
		SP:Iteration 3F (81622.370000 sec): 3 clusters
  Score: Raw -23497.819454 + Penalty 1760.232631 = -21737.586824
  nChanged 12
		SP:Iteration 4F (81622.540000 sec): 3 clusters
  Score: Raw -23575.251696 + Penalty 1760.232631 = -21815.019066
  nChanged 7
		SP:Iteration 5Q (81622.730000 sec): 3 clusters
  Score: Raw -23625.820334 + Penalty 1760.232631 = -21865.587703
  nChanged 5
		SP:Iteration 6Q (81622.930000 sec): 3 clusters
  Score: Raw -23658.917315 + Penalty 1760.232631 = -21898.684684
  nChanged 1
		SP:Iteration 7Q (81623.100000 sec): 3 clusters
  Score: Raw -23685.969238 + Penalty 1760.232631 = -21925.736608
  nChanged 0
		SP:Iteration 8F (81623.320000 sec): 3 clusters
  Score: Raw -23685.969238 + Penalty 1760.232631 = -21925.736608
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81623.530000 sec): 2 clusters
  Score: Raw -3050894.946350 + Penalty 1659.235190 = -3049235.711160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81623.800000 sec): 3 clusters
  Score: Raw -3034190.698644 + Penalty 3318.470380 = -3030872.228264
  nChanged 12445
		SP:Iteration 1F (81624.160000 sec): 3 clusters
  Score: Raw -3041303.167832 + Penalty 3318.470380 = -3037984.697452
  nChanged 1520
		SP:Iteration 2F (81624.560000 sec): 3 clusters
  Score: Raw -3042014.369323 + Penalty 3318.470380 = -3038695.898944
  nChanged 1626
		SP:Iteration 3F (81624.830000 sec): 3 clusters
  Score: Raw -3042882.189455 + Penalty 3318.470380 = -3039563.719075
  nChanged 1711
		SP:Iteration 4F (81625.170000 sec): 3 clusters
  Score: Raw -3043910.262782 + Penalty 3318.470380 = -3040591.792403
  nChanged 1757
		SP:Iteration 5F (81625.520000 sec): 3 clusters
  Score: Raw -3045113.674699 + Penalty 3318.470380 = -3041795.204319
  nChanged 1706
		SP:Iteration 6F (81625.840000 sec): 3 clusters
  Score: Raw -3046342.234861 + Penalty 3318.470380 = -3043023.764481
  nChanged 1496
		SP:Iteration 7F (81626.170000 sec): 3 clusters
  Score: Raw -3047465.132741 + Penalty 3318.470380 = -3044146.662361
  nChanged 1261
		SP:Iteration 8Q (81626.470000 sec): 3 clusters
  Score: Raw -3048427.318746 + Penalty 3318.470380 = -3045108.848366
  nChanged 1016
		SP:Iteration 9Q (81626.810000 sec): 3 clusters
  Score: Raw -3049190.363705 + Penalty 3318.470380 = -3045871.893325
  nChanged 781
		SP:Iteration 10Q (81627.110000 sec): 3 clusters
  Score: Raw -3049775.779304 + Penalty 3318.470380 = -3046457.308925
  nChanged 599
		SP:Iteration 11Q (81627.390000 sec): 3 clusters
  Score: Raw -3050198.989794 + Penalty 3318.470380 = -3046880.519414
  nChanged 432
		SP:Iteration 12Q (81627.670000 sec): 3 clusters
  Score: Raw -3050481.871220 + Penalty 3318.470380 = -3047163.400841
  nChanged 342
		SP:Iteration 13Q (81628.010000 sec): 3 clusters
  Score: Raw -3050668.335443 + Penalty 3318.470380 = -3047349.865064
  nChanged 256
		SP:Iteration 14Q (81628.380000 sec): 3 clusters
  Score: Raw -3050783.791534 + Penalty 3318.470380 = -3047465.321154
  nChanged 210
		SP:Iteration 15Q (81628.710000 sec): 3 clusters
  Score: Raw -3050877.787161 + Penalty 3318.470380 = -3047559.316782
  nChanged 201
		SP:Iteration 16Q (81628.980000 sec): 3 clusters
  Score: Raw -3050961.772085 + Penalty 3318.470380 = -3047643.301706
  nChanged 161
		SP:Iteration 17Q (81629.310000 sec): 3 clusters
  Score: Raw -3051023.677974 + Penalty 3318.470380 = -3047705.207595
  nChanged 134
		SP:Iteration 18Q (81629.610000 sec): 3 clusters
  Score: Raw -3051079.760373 + Penalty 3318.470380 = -3047761.289993
  nChanged 143
		SP:Iteration 19Q (81629.890000 sec): 3 clusters
  Score: Raw -3051142.792088 + Penalty 3318.470380 = -3047824.321708
  nChanged 138
		SP:Iteration 20F (81630.190000 sec): 3 clusters
  Score: Raw -3051200.264238 + Penalty 3318.470380 = -3047881.793859
  nChanged 115
		SP:Iteration 21Q (81630.480000 sec): 3 clusters
  Score: Raw -3051247.869766 + Penalty 3318.470380 = -3047929.399386
  nChanged 104
		SP:Iteration 22Q (81630.790000 sec): 3 clusters
  Score: Raw -3051294.553933 + Penalty 3318.470380 = -3047976.083554
  nChanged 115
		SP:Iteration 23Q (81631.150000 sec): 3 clusters
  Score: Raw -3051346.918482 + Penalty 3318.470380 = -3048028.448102
  nChanged 84
		SP:Iteration 24Q (81631.430000 sec): 3 clusters
  Score: Raw -3051386.466196 + Penalty 3318.470380 = -3048067.995816
  nChanged 87
		SP:Iteration 25Q (81631.720000 sec): 3 clusters
  Score: Raw -3051427.216352 + Penalty 3318.470380 = -3048108.745972
  nChanged 80
		SP:Iteration 26Q (81631.990000 sec): 3 clusters
  Score: Raw -3051466.088537 + Penalty 3318.470380 = -3048147.618157
  nChanged 62
		SP:Iteration 27Q (81632.300000 sec): 3 clusters
  Score: Raw -3051495.082956 + Penalty 3318.470380 = -3048176.612576
  nChanged 62
		SP:Iteration 28Q (81632.550000 sec): 3 clusters
  Score: Raw -3051524.797963 + Penalty 3318.470380 = -3048206.327583
  nChanged 56
		SP:Iteration 29Q (81632.860000 sec): 3 clusters
  Score: Raw -3051549.725249 + Penalty 3318.470380 = -3048231.254870
  nChanged 56
		SP:Iteration 30Q (81633.120000 sec): 3 clusters
  Score: Raw -3051569.831101 + Penalty 3318.470380 = -3048251.360721
  nChanged 46
		SP:Iteration 31Q (81633.420000 sec): 3 clusters
  Score: Raw -3051587.647530 + Penalty 3318.470380 = -3048269.177150
  nChanged 39
		SP:Iteration 32Q (81633.710000 sec): 3 clusters
  Score: Raw -3051599.922556 + Penalty 3318.470380 = -3048281.452176
  nChanged 36
		SP:Iteration 33Q (81634.020000 sec): 3 clusters
  Score: Raw -3051611.704661 + Penalty 3318.470380 = -3048293.234282
  nChanged 36
		SP:Iteration 34Q (81634.310000 sec): 3 clusters
  Score: Raw -3051624.924926 + Penalty 3318.470380 = -3048306.454546
  nChanged 31
		SP:Iteration 35Q (81634.580000 sec): 3 clusters
  Score: Raw -3051636.906054 + Penalty 3318.470380 = -3048318.435675
  nChanged 36
		SP:Iteration 36Q (81634.850000 sec): 3 clusters
  Score: Raw -3051651.425727 + Penalty 3318.470380 = -3048332.955348
  nChanged 33
		SP:Iteration 37Q (81635.100000 sec): 3 clusters
  Score: Raw -3051668.029283 + Penalty 3318.470380 = -3048349.558903
  nChanged 40
		SP:Iteration 38Q (81635.360000 sec): 3 clusters
  Score: Raw -3051685.273754 + Penalty 3318.470380 = -3048366.803375
  nChanged 32
		SP:Iteration 39Q (81635.610000 sec): 3 clusters
  Score: Raw -3051698.382155 + Penalty 3318.470380 = -3048379.911775
  nChanged 35
		SP:Iteration 40F (81635.910000 sec): 3 clusters
  Score: Raw -3051710.494783 + Penalty 3318.470380 = -3048392.024403
  nChanged 30
		SP:Iteration 41Q (81636.190000 sec): 3 clusters
  Score: Raw -3051721.852547 + Penalty 3318.470380 = -3048403.382167
  nChanged 25
		SP:Iteration 42Q (81636.500000 sec): 3 clusters
  Score: Raw -3051731.808104 + Penalty 3318.470380 = -3048413.337724
  nChanged 23
		SP:Iteration 43Q (81636.750000 sec): 3 clusters
  Score: Raw -3051740.392637 + Penalty 3318.470380 = -3048421.922257
  nChanged 18
		SP:Iteration 44Q (81637.040000 sec): 3 clusters
  Score: Raw -3051747.583369 + Penalty 3318.470380 = -3048429.112989
  nChanged 20
		SP:Iteration 45Q (81637.310000 sec): 3 clusters
  Score: Raw -3051753.900476 + Penalty 3318.470380 = -3048435.430097
  nChanged 23
		SP:Iteration 46Q (81637.600000 sec): 3 clusters
  Score: Raw -3051763.663789 + Penalty 3318.470380 = -3048445.193409
  nChanged 18
		SP:Iteration 47Q (81637.900000 sec): 3 clusters
  Score: Raw -3051769.938342 + Penalty 3318.470380 = -3048451.467963
  nChanged 18
		SP:Iteration 48Q (81638.230000 sec): 3 clusters
  Score: Raw -3051773.769949 + Penalty 3318.470380 = -3048455.299569
  nChanged 14
		SP:Iteration 49Q (81638.530000 sec): 3 clusters
  Score: Raw -3051776.803905 + Penalty 3318.470380 = -3048458.333526
  nChanged 8
		SP:Iteration 50Q (81638.810000 sec): 3 clusters
  Score: Raw -3051779.004345 + Penalty 3318.470380 = -3048460.533965
  nChanged 6
		SP:Iteration 51Q (81639.130000 sec): 3 clusters
  Score: Raw -3051779.870361 + Penalty 3318.470380 = -3048461.399981
  nChanged 3
		SP:Iteration 52Q (81639.470000 sec): 3 clusters
  Score: Raw -3051781.087658 + Penalty 3318.470380 = -3048462.617278
  nChanged 8
		SP:Iteration 53Q (81639.740000 sec): 3 clusters
  Score: Raw -3051783.338063 + Penalty 3318.470380 = -3048464.867683
  nChanged 6
		SP:Iteration 54Q (81640.040000 sec): 3 clusters
  Score: Raw -3051785.047041 + Penalty 3318.470380 = -3048466.576661
  nChanged 8
		SP:Iteration 55Q (81640.400000 sec): 3 clusters
  Score: Raw -3051787.386050 + Penalty 3318.470380 = -3048468.915670
  nChanged 11
		SP:Iteration 56Q (81640.670000 sec): 3 clusters
  Score: Raw -3051790.489671 + Penalty 3318.470380 = -3048472.019291
  nChanged 11
		SP:Iteration 57Q (81640.990000 sec): 3 clusters
  Score: Raw -3051793.713095 + Penalty 3318.470380 = -3048475.242715
  nChanged 10
		SP:Iteration 58Q (81641.190000 sec): 3 clusters
  Score: Raw -3051796.133117 + Penalty 3318.470380 = -3048477.662737
  nChanged 6
		SP:Iteration 59Q (81641.510000 sec): 3 clusters
  Score: Raw -3051797.435393 + Penalty 3318.470380 = -3048478.965013
  nChanged 5
		SP:Iteration 60F (81641.820000 sec): 3 clusters
  Score: Raw -3051798.372315 + Penalty 3318.470380 = -3048479.901936
  nChanged 4
		SP:Iteration 61Q (81642.090000 sec): 3 clusters
  Score: Raw -3051799.507539 + Penalty 3318.470380 = -3048481.037159
  nChanged 6
		SP:Iteration 62Q (81642.380000 sec): 3 clusters
  Score: Raw -3051801.741858 + Penalty 3318.470380 = -3048483.271479
  nChanged 7
		SP:Iteration 63Q (81642.690000 sec): 3 clusters
  Score: Raw -3051803.688883 + Penalty 3318.470380 = -3048485.218503
  nChanged 5
		SP:Iteration 64Q (81642.950000 sec): 3 clusters
  Score: Raw -3051804.545678 + Penalty 3318.470380 = -3048486.075298
  nChanged 5
		SP:Iteration 65Q (81643.270000 sec): 3 clusters
  Score: Raw -3051805.841639 + Penalty 3318.470380 = -3048487.371259
  nChanged 5
		SP:Iteration 66Q (81643.550000 sec): 3 clusters
  Score: Raw -3051807.058485 + Penalty 3318.470380 = -3048488.588105
  nChanged 5
		SP:Iteration 67Q (81643.890000 sec): 3 clusters
  Score: Raw -3051808.192440 + Penalty 3318.470380 = -3048489.722060
  nChanged 6
		SP:Iteration 68Q (81644.120000 sec): 3 clusters
  Score: Raw -3051810.386925 + Penalty 3318.470380 = -3048491.916545
  nChanged 6
		SP:Iteration 69Q (81644.470000 sec): 3 clusters
  Score: Raw -3051811.995167 + Penalty 3318.470380 = -3048493.524787
  nChanged 1
		SP:Iteration 70Q (81644.760000 sec): 3 clusters
  Score: Raw -3051812.156190 + Penalty 3318.470380 = -3048493.685811
  nChanged 0
		SP:Iteration 71F (81645.070000 sec): 3 clusters
  Score: Raw -3051812.156190 + Penalty 3318.470380 = -3048493.685811
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81645.170000 sec): 2 clusters
  Score: Raw -651632.340566 + Penalty 1396.550063 = -650235.790504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81645.350000 sec): 3 clusters
  Score: Raw -648732.789742 + Penalty 2793.100126 = -645939.689617
  nChanged 2256
		SP:Iteration 1F (81645.560000 sec): 3 clusters
  Score: Raw -650051.585157 + Penalty 2793.100126 = -647258.485032
  nChanged 379
		SP:Iteration 2F (81645.760000 sec): 3 clusters
  Score: Raw -650248.237181 + Penalty 2793.100126 = -647455.137055
  nChanged 299
		SP:Iteration 3F (81645.960000 sec): 3 clusters
  Score: Raw -650398.493707 + Penalty 2793.100126 = -647605.393581
  nChanged 232
		SP:Iteration 4Q (81646.130000 sec): 3 clusters
  Score: Raw -650520.677423 + Penalty 2793.100126 = -647727.577298
  nChanged 209
		SP:Iteration 5Q (81646.300000 sec): 3 clusters
  Score: Raw -650641.993056 + Penalty 2793.100126 = -647848.892930
  nChanged 229
		SP:Iteration 6Q (81646.520000 sec): 3 clusters
  Score: Raw -650773.123190 + Penalty 2793.100126 = -647980.023065
  nChanged 234
		SP:Iteration 7Q (81646.790000 sec): 3 clusters
  Score: Raw -650914.775301 + Penalty 2793.100126 = -648121.675175
  nChanged 199
		SP:Iteration 8Q (81646.950000 sec): 3 clusters
  Score: Raw -651029.604898 + Penalty 2793.100126 = -648236.504772
  nChanged 176
		SP:Iteration 9Q (81647.190000 sec): 3 clusters
  Score: Raw -651120.537293 + Penalty 2793.100126 = -648327.437167
  nChanged 158
		SP:Iteration 10Q (81647.390000 sec): 3 clusters
  Score: Raw -651202.203203 + Penalty 2793.100126 = -648409.103077
  nChanged 120
		SP:Iteration 11Q (81647.610000 sec): 3 clusters
  Score: Raw -651254.090013 + Penalty 2793.100126 = -648460.989887
  nChanged 87
		SP:Iteration 12Q (81647.790000 sec): 3 clusters
  Score: Raw -651289.587643 + Penalty 2793.100126 = -648496.487517
  nChanged 75
		SP:Iteration 13Q (81647.940000 sec): 3 clusters
  Score: Raw -651317.594853 + Penalty 2793.100126 = -648524.494727
  nChanged 72
		SP:Iteration 14Q (81648.140000 sec): 3 clusters
  Score: Raw -651341.097897 + Penalty 2793.100126 = -648547.997771
  nChanged 59
		SP:Iteration 15Q (81648.330000 sec): 3 clusters
  Score: Raw -651366.013401 + Penalty 2793.100126 = -648572.913275
  nChanged 58
		SP:Iteration 16Q (81648.550000 sec): 3 clusters
  Score: Raw -651387.346065 + Penalty 2793.100126 = -648594.245940
  nChanged 60
		SP:Iteration 17Q (81648.750000 sec): 3 clusters
  Score: Raw -651417.031798 + Penalty 2793.100126 = -648623.931673
  nChanged 70
		SP:Iteration 18Q (81648.970000 sec): 3 clusters
  Score: Raw -651450.581998 + Penalty 2793.100126 = -648657.481873
  nChanged 69
		SP:Iteration 19Q (81649.150000 sec): 3 clusters
  Score: Raw -651479.844687 + Penalty 2793.100126 = -648686.744561
  nChanged 61
		SP:Iteration 20F (81649.340000 sec): 3 clusters
  Score: Raw -651508.586802 + Penalty 2793.100126 = -648715.486676
  nChanged 67
		SP:Iteration 21Q (81649.550000 sec): 3 clusters
  Score: Raw -651533.046241 + Penalty 2793.100126 = -648739.946115
  nChanged 54
		SP:Iteration 22Q (81649.760000 sec): 3 clusters
  Score: Raw -651553.318448 + Penalty 2793.100126 = -648760.218322
  nChanged 35
		SP:Iteration 23Q (81649.930000 sec): 3 clusters
  Score: Raw -651565.203302 + Penalty 2793.100126 = -648772.103176
  nChanged 29
		SP:Iteration 24Q (81650.110000 sec): 3 clusters
  Score: Raw -651574.814953 + Penalty 2793.100126 = -648781.714828
  nChanged 39
		SP:Iteration 25Q (81650.380000 sec): 3 clusters
  Score: Raw -651589.156177 + Penalty 2793.100126 = -648796.056051
  nChanged 33
		SP:Iteration 26Q (81650.580000 sec): 3 clusters
  Score: Raw -651601.025997 + Penalty 2793.100126 = -648807.925871
  nChanged 20
		SP:Iteration 27Q (81650.790000 sec): 3 clusters
  Score: Raw -651605.415357 + Penalty 2793.100126 = -648812.315232
  nChanged 16
		SP:Iteration 28Q (81651.000000 sec): 3 clusters
  Score: Raw -651611.308208 + Penalty 2793.100126 = -648818.208082
  nChanged 21
		SP:Iteration 29Q (81651.140000 sec): 3 clusters
  Score: Raw -651617.294124 + Penalty 2793.100126 = -648824.193998
  nChanged 14
		SP:Iteration 30Q (81651.360000 sec): 3 clusters
  Score: Raw -651620.358582 + Penalty 2793.100126 = -648827.258456
  nChanged 14
		SP:Iteration 31Q (81651.550000 sec): 3 clusters
  Score: Raw -651623.825751 + Penalty 2793.100126 = -648830.725626
  nChanged 15
		SP:Iteration 32Q (81651.710000 sec): 3 clusters
  Score: Raw -651627.629680 + Penalty 2793.100126 = -648834.529555
  nChanged 12
		SP:Iteration 33Q (81651.910000 sec): 3 clusters
  Score: Raw -651631.914012 + Penalty 2793.100126 = -648838.813886
  nChanged 14
		SP:Iteration 34Q (81652.100000 sec): 3 clusters
  Score: Raw -651635.066149 + Penalty 2793.100126 = -648841.966023
  nChanged 9
		SP:Iteration 35Q (81652.330000 sec): 3 clusters
  Score: Raw -651638.258039 + Penalty 2793.100126 = -648845.157914
  nChanged 8
		SP:Iteration 36Q (81652.520000 sec): 3 clusters
  Score: Raw -651639.709986 + Penalty 2793.100126 = -648846.609860
  nChanged 8
		SP:Iteration 37Q (81652.730000 sec): 3 clusters
  Score: Raw -651641.368844 + Penalty 2793.100126 = -648848.268719
  nChanged 5
		SP:Iteration 38Q (81652.990000 sec): 3 clusters
  Score: Raw -651642.833094 + Penalty 2793.100126 = -648849.732969
  nChanged 6
		SP:Iteration 39Q (81653.170000 sec): 3 clusters
  Score: Raw -651644.045066 + Penalty 2793.100126 = -648850.944940
  nChanged 8
		SP:Iteration 40F (81653.350000 sec): 3 clusters
  Score: Raw -651645.670158 + Penalty 2793.100126 = -648852.570032
  nChanged 6
		SP:Iteration 41Q (81653.530000 sec): 3 clusters
  Score: Raw -651646.927467 + Penalty 2793.100126 = -648853.827342
  nChanged 4
		SP:Iteration 42Q (81653.690000 sec): 3 clusters
  Score: Raw -651648.135098 + Penalty 2793.100126 = -648855.034972
  nChanged 1
		SP:Iteration 43Q (81653.870000 sec): 3 clusters
  Score: Raw -651648.754394 + Penalty 2793.100126 = -648855.654269
  nChanged 2
		SP:Iteration 44Q (81654.070000 sec): 3 clusters
  Score: Raw -651649.382894 + Penalty 2793.100126 = -648856.282768
  nChanged 2
		SP:Iteration 45Q (81654.290000 sec): 3 clusters
  Score: Raw -651649.908622 + Penalty 2793.100126 = -648856.808496
  nChanged 3
		SP:Iteration 46Q (81654.470000 sec): 3 clusters
  Score: Raw -651650.378296 + Penalty 2793.100126 = -648857.278170
  nChanged 5
		SP:Iteration 47Q (81654.750000 sec): 3 clusters
  Score: Raw -651651.105254 + Penalty 2793.100126 = -648858.005129
  nChanged 3
		SP:Iteration 48Q (81654.970000 sec): 3 clusters
  Score: Raw -651651.446716 + Penalty 2793.100126 = -648858.346590
  nChanged 2
		SP:Iteration 49Q (81655.200000 sec): 3 clusters
  Score: Raw -651652.430015 + Penalty 2793.100126 = -648859.329890
  nChanged 3
		SP:Iteration 50Q (81655.390000 sec): 3 clusters
  Score: Raw -651652.957638 + Penalty 2793.100126 = -648859.857512
  nChanged 2
		SP:Iteration 51Q (81655.560000 sec): 3 clusters
  Score: Raw -651653.561190 + Penalty 2793.100126 = -648860.461064
  nChanged 5
		SP:Iteration 52Q (81655.750000 sec): 3 clusters
  Score: Raw -651654.232037 + Penalty 2793.100126 = -648861.131911
  nChanged 3
		SP:Iteration 53Q (81655.960000 sec): 3 clusters
  Score: Raw -651655.055733 + Penalty 2793.100126 = -648861.955608
  nChanged 5
		SP:Iteration 54Q (81656.160000 sec): 3 clusters
  Score: Raw -651655.774485 + Penalty 2793.100126 = -648862.674360
  nChanged 0
		SP:Iteration 55F (81656.360000 sec): 3 clusters
  Score: Raw -651655.774485 + Penalty 2793.100126 = -648862.674360
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81656.460000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81656.650000 sec): 3 clusters
  Score: Raw -23080.023067 + Penalty 1770.189646 = -21309.833421
  nChanged 40
		SP:Iteration 1F (81656.860000 sec): 3 clusters
  Score: Raw -23221.134584 + Penalty 1770.189646 = -21450.944938
  nChanged 8
		SP:Iteration 2Q (81657.020000 sec): 3 clusters
  Score: Raw -23253.569341 + Penalty 1770.189646 = -21483.379696
  nChanged 6
		SP:Iteration 3Q (81657.190000 sec): 3 clusters
  Score: Raw -23273.855669 + Penalty 1770.189646 = -21503.666023
  nChanged 2
		SP:Iteration 4Q (81657.400000 sec): 3 clusters
  Score: Raw -23297.122579 + Penalty 1770.189646 = -21526.932933
  nChanged 3
		SP:Iteration 5Q (81657.620000 sec): 3 clusters
  Score: Raw -23310.031434 + Penalty 1770.189646 = -21539.841788
  nChanged 3
		SP:Iteration 6Q (81657.820000 sec): 3 clusters
  Score: Raw -23318.327113 + Penalty 1770.189646 = -21548.137467
  nChanged 2
		SP:Iteration 7Q (81658.000000 sec): 3 clusters
  Score: Raw -23326.534536 + Penalty 1770.189646 = -21556.344891
  nChanged 1
		SP:Iteration 8Q (81658.190000 sec): 3 clusters
  Score: Raw -23329.233397 + Penalty 1770.189646 = -21559.043751
  nChanged 3
		SP:Iteration 9Q (81658.350000 sec): 3 clusters
  Score: Raw -23347.161786 + Penalty 1770.189646 = -21576.972141
  nChanged 3
		SP:Iteration 10Q (81658.550000 sec): 3 clusters
  Score: Raw -23363.972400 + Penalty 1770.189646 = -21593.782754
  nChanged 1
		SP:Iteration 11Q (81658.720000 sec): 3 clusters
  Score: Raw -23379.127616 + Penalty 1770.189646 = -21608.937970
  nChanged 3
		SP:Iteration 12Q (81658.880000 sec): 3 clusters
  Score: Raw -23391.164657 + Penalty 1770.189646 = -21620.975011
  nChanged 1
		SP:Iteration 13Q (81659.040000 sec): 3 clusters
  Score: Raw -23395.778995 + Penalty 1770.189646 = -21625.589349
  nChanged 1
		SP:Iteration 14Q (81659.230000 sec): 3 clusters
  Score: Raw -23401.354292 + Penalty 1770.189646 = -21631.164647
  nChanged 0
		SP:Iteration 15F (81659.380000 sec): 3 clusters
  Score: Raw -23401.354292 + Penalty 1770.189646 = -21631.164647
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81659.520000 sec): 2 clusters
  Score: Raw -1742040.975621 + Penalty 1556.767748 = -1740484.207874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81659.730000 sec): 3 clusters
  Score: Raw -1733480.378149 + Penalty 3113.535495 = -1730366.842654
  nChanged 6487
		SP:Iteration 1F (81659.950000 sec): 3 clusters
  Score: Raw -1737448.755672 + Penalty 3113.535495 = -1734335.220177
  nChanged 1154
		SP:Iteration 2F (81660.210000 sec): 3 clusters
  Score: Raw -1738234.972368 + Penalty 3113.535495 = -1735121.436873
  nChanged 1149
		SP:Iteration 3F (81660.430000 sec): 3 clusters
  Score: Raw -1739101.233546 + Penalty 3113.535495 = -1735987.698051
  nChanged 1115
		SP:Iteration 4F (81660.670000 sec): 3 clusters
  Score: Raw -1739834.706197 + Penalty 3113.535495 = -1736721.170702
  nChanged 895
		SP:Iteration 5F (81660.900000 sec): 3 clusters
  Score: Raw -1740314.728351 + Penalty 3113.535495 = -1737201.192856
  nChanged 688
		SP:Iteration 6Q (81661.120000 sec): 3 clusters
  Score: Raw -1740624.291851 + Penalty 3113.535495 = -1737510.756356
  nChanged 473
		SP:Iteration 7Q (81661.320000 sec): 3 clusters
  Score: Raw -1740793.461873 + Penalty 3113.535495 = -1737679.926378
  nChanged 344
		SP:Iteration 8Q (81661.560000 sec): 3 clusters
  Score: Raw -1740908.220373 + Penalty 3113.535495 = -1737794.684878
  nChanged 269
		SP:Iteration 9Q (81661.840000 sec): 3 clusters
  Score: Raw -1740990.671615 + Penalty 3113.535495 = -1737877.136120
  nChanged 243
		SP:Iteration 10Q (81662.070000 sec): 3 clusters
  Score: Raw -1741065.200997 + Penalty 3113.535495 = -1737951.665502
  nChanged 222
		SP:Iteration 11Q (81662.340000 sec): 3 clusters
  Score: Raw -1741134.457201 + Penalty 3113.535495 = -1738020.921706
  nChanged 222
		SP:Iteration 12Q (81662.610000 sec): 3 clusters
  Score: Raw -1741202.027432 + Penalty 3113.535495 = -1738088.491937
  nChanged 206
		SP:Iteration 13Q (81662.800000 sec): 3 clusters
  Score: Raw -1741266.221077 + Penalty 3113.535495 = -1738152.685582
  nChanged 209
		SP:Iteration 14Q (81663.010000 sec): 3 clusters
  Score: Raw -1741333.383910 + Penalty 3113.535495 = -1738219.848415
  nChanged 215
		SP:Iteration 15Q (81663.270000 sec): 3 clusters
  Score: Raw -1741411.080033 + Penalty 3113.535495 = -1738297.544538
  nChanged 237
		SP:Iteration 16Q (81663.490000 sec): 3 clusters
  Score: Raw -1741490.952277 + Penalty 3113.535495 = -1738377.416782
  nChanged 241
		SP:Iteration 17Q (81663.740000 sec): 3 clusters
  Score: Raw -1741578.128462 + Penalty 3113.535495 = -1738464.592967
  nChanged 249
		SP:Iteration 18Q (81663.940000 sec): 3 clusters
  Score: Raw -1741680.543497 + Penalty 3113.535495 = -1738567.008002
  nChanged 242
		SP:Iteration 19Q (81664.160000 sec): 3 clusters
  Score: Raw -1741785.715938 + Penalty 3113.535495 = -1738672.180443
  nChanged 224
		SP:Iteration 20F (81664.390000 sec): 3 clusters
  Score: Raw -1741881.950994 + Penalty 3113.535495 = -1738768.415499
  nChanged 188
		SP:Iteration 21Q (81664.660000 sec): 3 clusters
  Score: Raw -1741960.722103 + Penalty 3113.535495 = -1738847.186608
  nChanged 160
		SP:Iteration 22Q (81664.880000 sec): 3 clusters
  Score: Raw -1742023.682960 + Penalty 3113.535495 = -1738910.147465
  nChanged 145
		SP:Iteration 23Q (81665.140000 sec): 3 clusters
  Score: Raw -1742078.133672 + Penalty 3113.535495 = -1738964.598177
  nChanged 112
		SP:Iteration 24Q (81665.350000 sec): 3 clusters
  Score: Raw -1742120.868241 + Penalty 3113.535495 = -1739007.332746
  nChanged 97
		SP:Iteration 25Q (81665.570000 sec): 3 clusters
  Score: Raw -1742156.895599 + Penalty 3113.535495 = -1739043.360104
  nChanged 84
		SP:Iteration 26Q (81665.860000 sec): 3 clusters
  Score: Raw -1742191.099971 + Penalty 3113.535495 = -1739077.564476
  nChanged 67
		SP:Iteration 27Q (81666.070000 sec): 3 clusters
  Score: Raw -1742217.135471 + Penalty 3113.535495 = -1739103.599976
  nChanged 59
		SP:Iteration 28Q (81666.270000 sec): 3 clusters
  Score: Raw -1742238.168188 + Penalty 3113.535495 = -1739124.632693
  nChanged 57
		SP:Iteration 29Q (81666.550000 sec): 3 clusters
  Score: Raw -1742257.415501 + Penalty 3113.535495 = -1739143.880006
  nChanged 44
		SP:Iteration 30Q (81666.750000 sec): 3 clusters
  Score: Raw -1742270.822893 + Penalty 3113.535495 = -1739157.287398
  nChanged 33
		SP:Iteration 31Q (81667.030000 sec): 3 clusters
  Score: Raw -1742279.335589 + Penalty 3113.535495 = -1739165.800094
  nChanged 23
		SP:Iteration 32Q (81667.270000 sec): 3 clusters
  Score: Raw -1742284.958928 + Penalty 3113.535495 = -1739171.423433
  nChanged 21
		SP:Iteration 33Q (81667.500000 sec): 3 clusters
  Score: Raw -1742290.875097 + Penalty 3113.535495 = -1739177.339602
  nChanged 22
		SP:Iteration 34Q (81667.730000 sec): 3 clusters
  Score: Raw -1742297.930656 + Penalty 3113.535495 = -1739184.395161
  nChanged 24
		SP:Iteration 35Q (81667.990000 sec): 3 clusters
  Score: Raw -1742304.750821 + Penalty 3113.535495 = -1739191.215326
  nChanged 24
		SP:Iteration 36Q (81668.190000 sec): 3 clusters
  Score: Raw -1742312.247497 + Penalty 3113.535495 = -1739198.712002
  nChanged 21
		SP:Iteration 37Q (81668.410000 sec): 3 clusters
  Score: Raw -1742319.375594 + Penalty 3113.535495 = -1739205.840099
  nChanged 23
		SP:Iteration 38Q (81668.690000 sec): 3 clusters
  Score: Raw -1742326.459385 + Penalty 3113.535495 = -1739212.923890
  nChanged 18
		SP:Iteration 39Q (81668.870000 sec): 3 clusters
  Score: Raw -1742331.428067 + Penalty 3113.535495 = -1739217.892572
  nChanged 12
		SP:Iteration 40F (81669.120000 sec): 3 clusters
  Score: Raw -1742334.482725 + Penalty 3113.535495 = -1739220.947230
  nChanged 13
		SP:Iteration 41Q (81669.410000 sec): 3 clusters
  Score: Raw -1742338.608937 + Penalty 3113.535495 = -1739225.073442
  nChanged 9
		SP:Iteration 42Q (81669.630000 sec): 3 clusters
  Score: Raw -1742341.293943 + Penalty 3113.535495 = -1739227.758448
  nChanged 5
		SP:Iteration 43Q (81669.890000 sec): 3 clusters
  Score: Raw -1742342.794641 + Penalty 3113.535495 = -1739229.259146
  nChanged 8
		SP:Iteration 44Q (81670.130000 sec): 3 clusters
  Score: Raw -1742345.833969 + Penalty 3113.535495 = -1739232.298474
  nChanged 7
		SP:Iteration 45Q (81670.360000 sec): 3 clusters
  Score: Raw -1742348.240822 + Penalty 3113.535495 = -1739234.705327
  nChanged 5
		SP:Iteration 46Q (81670.610000 sec): 3 clusters
  Score: Raw -1742349.789853 + Penalty 3113.535495 = -1739236.254358
  nChanged 4
		SP:Iteration 47Q (81670.860000 sec): 3 clusters
  Score: Raw -1742351.066761 + Penalty 3113.535495 = -1739237.531266
  nChanged 1
		SP:Iteration 48Q (81671.150000 sec): 3 clusters
  Score: Raw -1742351.255058 + Penalty 3113.535495 = -1739237.719563
  nChanged 2
		SP:Iteration 49Q (81671.420000 sec): 3 clusters
  Score: Raw -1742351.657263 + Penalty 3113.535495 = -1739238.121768
  nChanged 2
		SP:Iteration 50Q (81671.690000 sec): 3 clusters
  Score: Raw -1742352.507203 + Penalty 3113.535495 = -1739238.971708
  nChanged 2
		SP:Iteration 51Q (81671.950000 sec): 3 clusters
  Score: Raw -1742353.056346 + Penalty 3113.535495 = -1739239.520851
  nChanged 1
		SP:Iteration 52Q (81672.150000 sec): 3 clusters
  Score: Raw -1742353.310128 + Penalty 3113.535495 = -1739239.774633
  nChanged 0
		SP:Iteration 53F (81672.350000 sec): 3 clusters
  Score: Raw -1742353.310128 + Penalty 3113.535495 = -1739239.774633
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (7416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81672.490000 sec): 2 clusters
  Score: Raw -868777.656074 + Penalty 1448.101705 = -867329.554369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81672.730000 sec): 3 clusters
  Score: Raw -864700.789490 + Penalty 2896.203410 = -861804.586080
  nChanged 3186
		SP:Iteration 1F (81672.930000 sec): 3 clusters
  Score: Raw -866409.532033 + Penalty 2896.203410 = -863513.328623
  nChanged 490
		SP:Iteration 2F (81673.140000 sec): 3 clusters
  Score: Raw -866643.073308 + Penalty 2896.203410 = -863746.869898
  nChanged 366
		SP:Iteration 3Q (81673.350000 sec): 3 clusters
  Score: Raw -866806.786937 + Penalty 2896.203410 = -863910.583527
  nChanged 303
		SP:Iteration 4Q (81673.570000 sec): 3 clusters
  Score: Raw -866930.376795 + Penalty 2896.203410 = -864034.173385
  nChanged 237
		SP:Iteration 5Q (81673.750000 sec): 3 clusters
  Score: Raw -867014.210941 + Penalty 2896.203410 = -864118.007531
  nChanged 202
		SP:Iteration 6Q (81673.970000 sec): 3 clusters
  Score: Raw -867091.152084 + Penalty 2896.203410 = -864194.948675
  nChanged 182
		SP:Iteration 7Q (81674.170000 sec): 3 clusters
  Score: Raw -867155.795751 + Penalty 2896.203410 = -864259.592341
  nChanged 166
		SP:Iteration 8Q (81674.390000 sec): 3 clusters
  Score: Raw -867212.235177 + Penalty 2896.203410 = -864316.031767
  nChanged 160
		SP:Iteration 9Q (81674.610000 sec): 3 clusters
  Score: Raw -867263.368824 + Penalty 2896.203410 = -864367.165414
  nChanged 139
		SP:Iteration 10Q (81674.840000 sec): 3 clusters
  Score: Raw -867313.825254 + Penalty 2896.203410 = -864417.621844
  nChanged 174
		SP:Iteration 11Q (81675.010000 sec): 3 clusters
  Score: Raw -867385.226979 + Penalty 2896.203410 = -864489.023569
  nChanged 183
		SP:Iteration 12Q (81675.230000 sec): 3 clusters
  Score: Raw -867457.326069 + Penalty 2896.203410 = -864561.122660
  nChanged 165
		SP:Iteration 13Q (81675.430000 sec): 3 clusters
  Score: Raw -867522.336111 + Penalty 2896.203410 = -864626.132701
  nChanged 195
		SP:Iteration 14Q (81675.610000 sec): 3 clusters
  Score: Raw -867612.660787 + Penalty 2896.203410 = -864716.457377
  nChanged 192
		SP:Iteration 15Q (81675.790000 sec): 3 clusters
  Score: Raw -867713.456286 + Penalty 2896.203410 = -864817.252876
  nChanged 226
		SP:Iteration 16Q (81675.980000 sec): 3 clusters
  Score: Raw -867839.338610 + Penalty 2896.203410 = -864943.135200
  nChanged 237
		SP:Iteration 17Q (81676.250000 sec): 3 clusters
  Score: Raw -867970.129840 + Penalty 2896.203410 = -865073.926430
  nChanged 236
		SP:Iteration 18Q (81676.480000 sec): 3 clusters
  Score: Raw -868118.526525 + Penalty 2896.203410 = -865222.323115
  nChanged 236
		SP:Iteration 19Q (81676.670000 sec): 3 clusters
  Score: Raw -868265.018022 + Penalty 2896.203410 = -865368.814612
  nChanged 194
		SP:Iteration 20F (81676.900000 sec): 3 clusters
  Score: Raw -868383.433806 + Penalty 2896.203410 = -865487.230396
  nChanged 182
		SP:Iteration 21Q (81677.130000 sec): 3 clusters
  Score: Raw -868515.485641 + Penalty 2896.203410 = -865619.282231
  nChanged 163
		SP:Iteration 22Q (81677.310000 sec): 3 clusters
  Score: Raw -868629.020516 + Penalty 2896.203410 = -865732.817106
  nChanged 126
		SP:Iteration 23Q (81677.480000 sec): 3 clusters
  Score: Raw -868719.369026 + Penalty 2896.203410 = -865823.165616
  nChanged 99
		SP:Iteration 24Q (81677.710000 sec): 3 clusters
  Score: Raw -868786.593488 + Penalty 2896.203410 = -865890.390078
  nChanged 79
		SP:Iteration 25Q (81677.900000 sec): 3 clusters
  Score: Raw -868841.521595 + Penalty 2896.203410 = -865945.318185
  nChanged 61
		SP:Iteration 26Q (81678.090000 sec): 3 clusters
  Score: Raw -868880.103471 + Penalty 2896.203410 = -865983.900061
  nChanged 51
		SP:Iteration 27Q (81678.310000 sec): 3 clusters
  Score: Raw -868919.401665 + Penalty 2896.203410 = -866023.198255
  nChanged 60
		SP:Iteration 28Q (81678.480000 sec): 3 clusters
  Score: Raw -868967.816653 + Penalty 2896.203410 = -866071.613244
  nChanged 46
		SP:Iteration 29Q (81678.660000 sec): 3 clusters
  Score: Raw -869005.121440 + Penalty 2896.203410 = -866108.918031
  nChanged 42
		SP:Iteration 30Q (81678.830000 sec): 3 clusters
  Score: Raw -869034.153400 + Penalty 2896.203410 = -866137.949991
  nChanged 35
		SP:Iteration 31Q (81679.040000 sec): 3 clusters
  Score: Raw -869054.763879 + Penalty 2896.203410 = -866158.560470
  nChanged 22
		SP:Iteration 32Q (81679.260000 sec): 3 clusters
  Score: Raw -869069.026440 + Penalty 2896.203410 = -866172.823030
  nChanged 22
		SP:Iteration 33Q (81679.420000 sec): 3 clusters
  Score: Raw -869084.016621 + Penalty 2896.203410 = -866187.813212
  nChanged 22
		SP:Iteration 34Q (81679.650000 sec): 3 clusters
  Score: Raw -869098.404185 + Penalty 2896.203410 = -866202.200775
  nChanged 20
		SP:Iteration 35Q (81679.870000 sec): 3 clusters
  Score: Raw -869114.363382 + Penalty 2896.203410 = -866218.159972
  nChanged 18
		SP:Iteration 36Q (81680.040000 sec): 3 clusters
  Score: Raw -869125.678801 + Penalty 2896.203410 = -866229.475391
  nChanged 20
		SP:Iteration 37Q (81680.260000 sec): 3 clusters
  Score: Raw -869139.187999 + Penalty 2896.203410 = -866242.984590
  nChanged 14
		SP:Iteration 38Q (81680.460000 sec): 3 clusters
  Score: Raw -869146.953016 + Penalty 2896.203410 = -866250.749606
  nChanged 12
		SP:Iteration 39Q (81680.680000 sec): 3 clusters
  Score: Raw -869154.152481 + Penalty 2896.203410 = -866257.949072
  nChanged 9
		SP:Iteration 40F (81680.880000 sec): 3 clusters
  Score: Raw -869161.790235 + Penalty 2896.203410 = -866265.586825
  nChanged 14
		SP:Iteration 41Q (81681.110000 sec): 3 clusters
  Score: Raw -869169.969950 + Penalty 2896.203410 = -866273.766540
  nChanged 15
		SP:Iteration 42Q (81681.290000 sec): 3 clusters
  Score: Raw -869180.610412 + Penalty 2896.203410 = -866284.407002
  nChanged 10
		SP:Iteration 43Q (81681.500000 sec): 3 clusters
  Score: Raw -869187.922802 + Penalty 2896.203410 = -866291.719393
  nChanged 13
		SP:Iteration 44Q (81681.670000 sec): 3 clusters
  Score: Raw -869195.507158 + Penalty 2896.203410 = -866299.303748
  nChanged 13
		SP:Iteration 45Q (81681.870000 sec): 3 clusters
  Score: Raw -869202.473450 + Penalty 2896.203410 = -866306.270041
  nChanged 12
		SP:Iteration 46Q (81682.070000 sec): 3 clusters
  Score: Raw -869209.649930 + Penalty 2896.203410 = -866313.446520
  nChanged 12
		SP:Iteration 47Q (81682.270000 sec): 3 clusters
  Score: Raw -869216.460712 + Penalty 2896.203410 = -866320.257302
  nChanged 12
		SP:Iteration 48Q (81682.440000 sec): 3 clusters
  Score: Raw -869225.099449 + Penalty 2896.203410 = -866328.896039
  nChanged 12
		SP:Iteration 49Q (81682.610000 sec): 3 clusters
  Score: Raw -869232.424834 + Penalty 2896.203410 = -866336.221424
  nChanged 7
		SP:Iteration 50Q (81682.790000 sec): 3 clusters
  Score: Raw -869238.689333 + Penalty 2896.203410 = -866342.485923
  nChanged 12
		SP:Iteration 51Q (81683.020000 sec): 3 clusters
  Score: Raw -869245.942788 + Penalty 2896.203410 = -866349.739378
  nChanged 13
		SP:Iteration 52Q (81683.230000 sec): 3 clusters
  Score: Raw -869255.952456 + Penalty 2896.203410 = -866359.749046
  nChanged 12
		SP:Iteration 53Q (81683.380000 sec): 3 clusters
  Score: Raw -869262.004409 + Penalty 2896.203410 = -866365.800999
  nChanged 8
		SP:Iteration 54Q (81683.630000 sec): 3 clusters
  Score: Raw -869264.697077 + Penalty 2896.203410 = -866368.493667
  nChanged 4
		SP:Iteration 55Q (81683.810000 sec): 3 clusters
  Score: Raw -869266.696887 + Penalty 2896.203410 = -866370.493477
  nChanged 6
		SP:Iteration 56Q (81683.980000 sec): 3 clusters
  Score: Raw -869269.954565 + Penalty 2896.203410 = -866373.751155
  nChanged 4
		SP:Iteration 57Q (81684.190000 sec): 3 clusters
  Score: Raw -869272.222959 + Penalty 2896.203410 = -866376.019549
  nChanged 3
		SP:Iteration 58Q (81684.380000 sec): 3 clusters
  Score: Raw -869273.425087 + Penalty 2896.203410 = -866377.221678
  nChanged 0
		SP:Iteration 59F (81684.640000 sec): 3 clusters
  Score: Raw -869274.274539 + Penalty 2896.203410 = -866378.071129
  nChanged 1
		SP:Iteration 60F (81684.830000 sec): 3 clusters
  Score: Raw -869274.804754 + Penalty 2896.203410 = -866378.601344
  nChanged 1
		SP:Iteration 61Q (81685.030000 sec): 3 clusters
  Score: Raw -869275.048310 + Penalty 2896.203410 = -866378.844900
  nChanged 1
		SP:Iteration 62Q (81685.230000 sec): 3 clusters
  Score: Raw -869275.199478 + Penalty 2896.203410 = -866378.996068
  nChanged 2
		SP:Iteration 63Q (81685.420000 sec): 3 clusters
  Score: Raw -869276.172751 + Penalty 2896.203410 = -866379.969341
  nChanged 2
		SP:Iteration 64Q (81685.640000 sec): 3 clusters
  Score: Raw -869276.718944 + Penalty 2896.203410 = -866380.515535
  nChanged 1
		SP:Iteration 65Q (81685.840000 sec): 3 clusters
  Score: Raw -869277.534262 + Penalty 2896.203410 = -866381.330852
  nChanged 1
		SP:Iteration 66Q (81686.030000 sec): 3 clusters
  Score: Raw -869277.911040 + Penalty 2896.203410 = -866381.707630
  nChanged 1
		SP:Iteration 67Q (81686.200000 sec): 3 clusters
  Score: Raw -869278.323128 + Penalty 2896.203410 = -866382.119718
  nChanged 0
		SP:Iteration 68F (81686.370000 sec): 3 clusters
  Score: Raw -869278.323128 + Penalty 2896.203410 = -866382.119718
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81686.500000 sec): 2 clusters
  Score: Raw -937972.236130 + Penalty 1462.197224 = -936510.038906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81686.720000 sec): 3 clusters
  Score: Raw -933444.571472 + Penalty 2924.394447 = -930520.177025
  nChanged 3491
		SP:Iteration 1F (81686.930000 sec): 3 clusters
  Score: Raw -935442.814498 + Penalty 2924.394447 = -932518.420051
  nChanged 543
		SP:Iteration 2F (81687.150000 sec): 3 clusters
  Score: Raw -935732.730429 + Penalty 2924.394447 = -932808.335982
  nChanged 445
		SP:Iteration 3F (81687.390000 sec): 3 clusters
  Score: Raw -935955.922253 + Penalty 2924.394447 = -933031.527806
  nChanged 350
		SP:Iteration 4Q (81687.580000 sec): 3 clusters
  Score: Raw -936138.571360 + Penalty 2924.394447 = -933214.176913
  nChanged 327
		SP:Iteration 5Q (81687.790000 sec): 3 clusters
  Score: Raw -936305.699621 + Penalty 2924.394447 = -933381.305174
  nChanged 313
		SP:Iteration 6Q (81688.040000 sec): 3 clusters
  Score: Raw -936461.407574 + Penalty 2924.394447 = -933537.013127
  nChanged 297
		SP:Iteration 7Q (81688.260000 sec): 3 clusters
  Score: Raw -936606.226443 + Penalty 2924.394447 = -933681.831996
  nChanged 285
		SP:Iteration 8Q (81688.450000 sec): 3 clusters
  Score: Raw -936727.224555 + Penalty 2924.394447 = -933802.830108
  nChanged 254
		SP:Iteration 9Q (81688.660000 sec): 3 clusters
  Score: Raw -936844.761759 + Penalty 2924.394447 = -933920.367311
  nChanged 258
		SP:Iteration 10Q (81688.870000 sec): 3 clusters
  Score: Raw -936976.479146 + Penalty 2924.394447 = -934052.084698
  nChanged 244
		SP:Iteration 11Q (81689.080000 sec): 3 clusters
  Score: Raw -937099.253487 + Penalty 2924.394447 = -934174.859039
  nChanged 223
		SP:Iteration 12Q (81689.340000 sec): 3 clusters
  Score: Raw -937206.943662 + Penalty 2924.394447 = -934282.549215
  nChanged 219
		SP:Iteration 13Q (81689.510000 sec): 3 clusters
  Score: Raw -937316.314700 + Penalty 2924.394447 = -934391.920253
  nChanged 193
		SP:Iteration 14Q (81689.740000 sec): 3 clusters
  Score: Raw -937407.133039 + Penalty 2924.394447 = -934482.738592
  nChanged 172
		SP:Iteration 15Q (81689.940000 sec): 3 clusters
  Score: Raw -937481.127412 + Penalty 2924.394447 = -934556.732964
  nChanged 148
		SP:Iteration 16Q (81690.180000 sec): 3 clusters
  Score: Raw -937538.314477 + Penalty 2924.394447 = -934613.920029
  nChanged 128
		SP:Iteration 17Q (81690.350000 sec): 3 clusters
  Score: Raw -937580.220391 + Penalty 2924.394447 = -934655.825944
  nChanged 107
		SP:Iteration 18Q (81690.600000 sec): 3 clusters
  Score: Raw -937616.275630 + Penalty 2924.394447 = -934691.881183
  nChanged 112
		SP:Iteration 19Q (81690.810000 sec): 3 clusters
  Score: Raw -937653.829167 + Penalty 2924.394447 = -934729.434720
  nChanged 104
		SP:Iteration 20F (81690.980000 sec): 3 clusters
  Score: Raw -937694.035258 + Penalty 2924.394447 = -934769.640811
  nChanged 102
		SP:Iteration 21Q (81691.250000 sec): 3 clusters
  Score: Raw -937731.787563 + Penalty 2924.394447 = -934807.393115
  nChanged 109
		SP:Iteration 22Q (81691.420000 sec): 3 clusters
  Score: Raw -937773.083015 + Penalty 2924.394447 = -934848.688568
  nChanged 99
		SP:Iteration 23Q (81691.680000 sec): 3 clusters
  Score: Raw -937812.538675 + Penalty 2924.394447 = -934888.144228
  nChanged 111
		SP:Iteration 24Q (81691.860000 sec): 3 clusters
  Score: Raw -937854.714042 + Penalty 2924.394447 = -934930.319595
  nChanged 109
		SP:Iteration 25Q (81692.070000 sec): 3 clusters
  Score: Raw -937897.820323 + Penalty 2924.394447 = -934973.425876
  nChanged 98
		SP:Iteration 26Q (81692.260000 sec): 3 clusters
  Score: Raw -937932.208940 + Penalty 2924.394447 = -935007.814493
  nChanged 90
		SP:Iteration 27Q (81692.480000 sec): 3 clusters
  Score: Raw -937967.123017 + Penalty 2924.394447 = -935042.728570
  nChanged 83
		SP:Iteration 28Q (81692.700000 sec): 3 clusters
  Score: Raw -937995.423343 + Penalty 2924.394447 = -935071.028896
  nChanged 86
		SP:Iteration 29Q (81692.970000 sec): 3 clusters
  Score: Raw -938030.562232 + Penalty 2924.394447 = -935106.167785
  nChanged 93
		SP:Iteration 30Q (81693.160000 sec): 3 clusters
  Score: Raw -938075.971292 + Penalty 2924.394447 = -935151.576845
  nChanged 88
		SP:Iteration 31Q (81693.420000 sec): 3 clusters
  Score: Raw -938115.404161 + Penalty 2924.394447 = -935191.009714
  nChanged 75
		SP:Iteration 32Q (81693.580000 sec): 3 clusters
  Score: Raw -938144.877884 + Penalty 2924.394447 = -935220.483437
  nChanged 49
		SP:Iteration 33Q (81693.780000 sec): 3 clusters
  Score: Raw -938163.974956 + Penalty 2924.394447 = -935239.580509
  nChanged 52
		SP:Iteration 34Q (81693.990000 sec): 3 clusters
  Score: Raw -938187.693298 + Penalty 2924.394447 = -935263.298850
  nChanged 51
		SP:Iteration 35Q (81694.220000 sec): 3 clusters
  Score: Raw -938216.531875 + Penalty 2924.394447 = -935292.137428
  nChanged 59
		SP:Iteration 36Q (81694.420000 sec): 3 clusters
  Score: Raw -938245.485095 + Penalty 2924.394447 = -935321.090648
  nChanged 61
		SP:Iteration 37Q (81694.590000 sec): 3 clusters
  Score: Raw -938282.761972 + Penalty 2924.394447 = -935358.367525
  nChanged 48
		SP:Iteration 38Q (81694.800000 sec): 3 clusters
  Score: Raw -938321.268006 + Penalty 2924.394447 = -935396.873559
  nChanged 42
		SP:Iteration 39Q (81695.010000 sec): 3 clusters
  Score: Raw -938338.166195 + Penalty 2924.394447 = -935413.771748
  nChanged 35
		SP:Iteration 40F (81695.190000 sec): 3 clusters
  Score: Raw -938350.397777 + Penalty 2924.394447 = -935426.003330
  nChanged 35
		SP:Iteration 41Q (81695.360000 sec): 3 clusters
  Score: Raw -938363.922343 + Penalty 2924.394447 = -935439.527896
  nChanged 27
		SP:Iteration 42Q (81695.620000 sec): 3 clusters
  Score: Raw -938373.462427 + Penalty 2924.394447 = -935449.067980
  nChanged 30
		SP:Iteration 43Q (81695.800000 sec): 3 clusters
  Score: Raw -938382.654554 + Penalty 2924.394447 = -935458.260106
  nChanged 28
		SP:Iteration 44Q (81696.040000 sec): 3 clusters
  Score: Raw -938391.883159 + Penalty 2924.394447 = -935467.488712
  nChanged 31
		SP:Iteration 45Q (81696.250000 sec): 3 clusters
  Score: Raw -938401.446598 + Penalty 2924.394447 = -935477.052151
  nChanged 26
		SP:Iteration 46Q (81696.490000 sec): 3 clusters
  Score: Raw -938407.988698 + Penalty 2924.394447 = -935483.594251
  nChanged 19
		SP:Iteration 47Q (81696.730000 sec): 3 clusters
  Score: Raw -938412.501322 + Penalty 2924.394447 = -935488.106875
  nChanged 21
		SP:Iteration 48Q (81696.920000 sec): 3 clusters
  Score: Raw -938418.405869 + Penalty 2924.394447 = -935494.011422
  nChanged 25
		SP:Iteration 49Q (81697.110000 sec): 3 clusters
  Score: Raw -938426.145837 + Penalty 2924.394447 = -935501.751390
  nChanged 18
		SP:Iteration 50Q (81697.310000 sec): 3 clusters
  Score: Raw -938431.007247 + Penalty 2924.394447 = -935506.612800
  nChanged 14
		SP:Iteration 51Q (81697.570000 sec): 3 clusters
  Score: Raw -938434.456176 + Penalty 2924.394447 = -935510.061729
  nChanged 6
		SP:Iteration 52Q (81697.730000 sec): 3 clusters
  Score: Raw -938436.202651 + Penalty 2924.394447 = -935511.808204
  nChanged 7
		SP:Iteration 53Q (81697.940000 sec): 3 clusters
  Score: Raw -938438.066927 + Penalty 2924.394447 = -935513.672480
  nChanged 10
		SP:Iteration 54Q (81698.180000 sec): 3 clusters
  Score: Raw -938441.169862 + Penalty 2924.394447 = -935516.775414
  nChanged 10
		SP:Iteration 55Q (81698.390000 sec): 3 clusters
  Score: Raw -938443.942650 + Penalty 2924.394447 = -935519.548202
  nChanged 8
		SP:Iteration 56Q (81698.550000 sec): 3 clusters
  Score: Raw -938445.089912 + Penalty 2924.394447 = -935520.695464
  nChanged 5
		SP:Iteration 57Q (81698.770000 sec): 3 clusters
  Score: Raw -938445.797445 + Penalty 2924.394447 = -935521.402998
  nChanged 7
		SP:Iteration 58Q (81699.010000 sec): 3 clusters
  Score: Raw -938447.480839 + Penalty 2924.394447 = -935523.086392
  nChanged 4
		SP:Iteration 59Q (81699.190000 sec): 3 clusters
  Score: Raw -938448.263356 + Penalty 2924.394447 = -935523.868909
  nChanged 4
		SP:Iteration 60F (81699.460000 sec): 3 clusters
  Score: Raw -938448.673119 + Penalty 2924.394447 = -935524.278672
  nChanged 1
		SP:Iteration 61Q (81699.640000 sec): 3 clusters
  Score: Raw -938448.814944 + Penalty 2924.394447 = -935524.420496
  nChanged 0
		SP:Iteration 62F (81699.870000 sec): 3 clusters
  Score: Raw -938448.814944 + Penalty 2924.394447 = -935524.420496
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81699.990000 sec): 2 clusters
  Score: Raw -49193.858009 + Penalty 984.227402 = -48209.630607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81700.210000 sec): 3 clusters
  Score: Raw -49178.722179 + Penalty 1968.454804 = -47210.267375
  nChanged 85
		SP:Iteration 1F (81700.360000 sec): 3 clusters
  Score: Raw -49329.720168 + Penalty 1968.454804 = -47361.265364
  nChanged 24
		SP:Iteration 2F (81700.540000 sec): 3 clusters
  Score: Raw -49375.785430 + Penalty 1968.454804 = -47407.330626
  nChanged 14
		SP:Iteration 3Q (81700.750000 sec): 3 clusters
  Score: Raw -49393.476607 + Penalty 1968.454804 = -47425.021802
  nChanged 6
		SP:Iteration 4Q (81700.870000 sec): 3 clusters
  Score: Raw -49401.024111 + Penalty 1968.454804 = -47432.569306
  nChanged 7
		SP:Iteration 5Q (81701.070000 sec): 3 clusters
  Score: Raw -49416.963182 + Penalty 1968.454804 = -47448.508378
  nChanged 13
		SP:Iteration 6Q (81701.320000 sec): 3 clusters
  Score: Raw -49436.729952 + Penalty 1968.454804 = -47468.275148
  nChanged 10
		SP:Iteration 7Q (81701.500000 sec): 3 clusters
  Score: Raw -49470.069739 + Penalty 1968.454804 = -47501.614935
  nChanged 12
		SP:Iteration 8Q (81701.670000 sec): 3 clusters
  Score: Raw -49511.825703 + Penalty 1968.454804 = -47543.370898
  nChanged 13
		SP:Iteration 9Q (81701.860000 sec): 3 clusters
  Score: Raw -49553.985013 + Penalty 1968.454804 = -47585.530209
  nChanged 13
		SP:Iteration 10Q (81702.050000 sec): 3 clusters
  Score: Raw -49644.579561 + Penalty 1968.454804 = -47676.124756
  nChanged 22
		SP:Iteration 11F (81702.240000 sec): 3 clusters
  Score: Raw -49716.097959 + Penalty 1968.454804 = -47747.643155
  nChanged 13
		SP:Iteration 12Q (81702.420000 sec): 3 clusters
  Score: Raw -49743.833809 + Penalty 1968.454804 = -47775.379005
  nChanged 10
		SP:Iteration 13Q (81702.600000 sec): 3 clusters
  Score: Raw -49768.818590 + Penalty 1968.454804 = -47800.363785
  nChanged 5
		SP:Iteration 14Q (81702.770000 sec): 3 clusters
  Score: Raw -49783.787772 + Penalty 1968.454804 = -47815.332968
  nChanged 4
		SP:Iteration 15Q (81702.990000 sec): 3 clusters
  Score: Raw -49792.066619 + Penalty 1968.454804 = -47823.611814
  nChanged 3
		SP:Iteration 16Q (81703.140000 sec): 3 clusters
  Score: Raw -49797.550423 + Penalty 1968.454804 = -47829.095619
  nChanged 2
		SP:Iteration 17Q (81703.340000 sec): 3 clusters
  Score: Raw -49804.412705 + Penalty 1968.454804 = -47835.957900
  nChanged 2
		SP:Iteration 18Q (81703.480000 sec): 3 clusters
  Score: Raw -49814.031840 + Penalty 1968.454804 = -47845.577036
  nChanged 2
		SP:Iteration 19Q (81703.660000 sec): 3 clusters
  Score: Raw -49819.602994 + Penalty 1968.454804 = -47851.148190
  nChanged 0
		SP:Iteration 20F (81703.860000 sec): 3 clusters
  Score: Raw -49819.602994 + Penalty 1968.454804 = -47851.148190
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81703.940000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81704.080000 sec): 3 clusters
  Score: Raw -61174.013206 + Penalty 2057.159294 = -59116.853911
  nChanged 152
		SP:Iteration 1F (81704.280000 sec): 3 clusters
  Score: Raw -61372.954887 + Penalty 2057.159294 = -59315.795593
  nChanged 42
		SP:Iteration 2F (81704.460000 sec): 3 clusters
  Score: Raw -61435.559366 + Penalty 2057.159294 = -59378.400072
  nChanged 16
		SP:Iteration 3Q (81704.620000 sec): 3 clusters
  Score: Raw -61463.575970 + Penalty 2057.159294 = -59406.416675
  nChanged 9
		SP:Iteration 4Q (81704.780000 sec): 3 clusters
  Score: Raw -61474.401481 + Penalty 2057.159294 = -59417.242186
  nChanged 4
		SP:Iteration 5Q (81704.940000 sec): 3 clusters
  Score: Raw -61479.385205 + Penalty 2057.159294 = -59422.225911
  nChanged 5
		SP:Iteration 6Q (81705.110000 sec): 3 clusters
  Score: Raw -61484.733003 + Penalty 2057.159294 = -59427.573709
  nChanged 3
		SP:Iteration 7Q (81705.310000 sec): 3 clusters
  Score: Raw -61487.751652 + Penalty 2057.159294 = -59430.592358
  nChanged 5
		SP:Iteration 8Q (81705.500000 sec): 3 clusters
  Score: Raw -61492.468810 + Penalty 2057.159294 = -59435.309515
  nChanged 3
		SP:Iteration 9Q (81705.650000 sec): 3 clusters
  Score: Raw -61499.126909 + Penalty 2057.159294 = -59441.967614
  nChanged 4
		SP:Iteration 10Q (81705.840000 sec): 3 clusters
  Score: Raw -61510.658672 + Penalty 2057.159294 = -59453.499378
  nChanged 1
		SP:Iteration 11Q (81706.070000 sec): 3 clusters
  Score: Raw -61511.108831 + Penalty 2057.159294 = -59453.949537
  nChanged 0
		SP:Iteration 12F (81706.230000 sec): 3 clusters
  Score: Raw -61511.108831 + Penalty 2057.159294 = -59453.949537
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81706.340000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81706.510000 sec): 3 clusters
  Score: Raw -19088.926409 + Penalty 1713.724857 = -17375.201553
  nChanged 44
		SP:Iteration 1F (81706.650000 sec): 3 clusters
  Score: Raw -19284.526156 + Penalty 1713.724857 = -17570.801299
  nChanged 18
		SP:Iteration 2F (81706.840000 sec): 3 clusters
  Score: Raw -19366.641391 + Penalty 1713.724857 = -17652.916534
  nChanged 3
		SP:Iteration 3Q (81707.000000 sec): 3 clusters
  Score: Raw -19383.607566 + Penalty 1713.724857 = -17669.882709
  nChanged 3
		SP:Iteration 4Q (81707.190000 sec): 3 clusters
  Score: Raw -19403.480386 + Penalty 1713.724857 = -17689.755530
  nChanged 2
		SP:Iteration 5Q (81707.340000 sec): 3 clusters
  Score: Raw -19413.663395 + Penalty 1713.724857 = -17699.938539
  nChanged 1
		SP:Iteration 6Q (81707.540000 sec): 3 clusters
  Score: Raw -19419.603730 + Penalty 1713.724857 = -17705.878873
  nChanged 2
		SP:Iteration 7Q (81707.710000 sec): 3 clusters
  Score: Raw -19429.953106 + Penalty 1713.724857 = -17716.228250
  nChanged 1
		SP:Iteration 8Q (81707.880000 sec): 3 clusters
  Score: Raw -19431.602271 + Penalty 1713.724857 = -17717.877414
  nChanged 1
		SP:Iteration 9Q (81708.040000 sec): 3 clusters
  Score: Raw -19435.836024 + Penalty 1713.724857 = -17722.111168
  nChanged 1
		SP:Iteration 10Q (81708.250000 sec): 3 clusters
  Score: Raw -19439.297111 + Penalty 1713.724857 = -17725.572254
  nChanged 0
		SP:Iteration 11F (81708.380000 sec): 3 clusters
  Score: Raw -19439.297111 + Penalty 1713.724857 = -17725.572254
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81708.490000 sec): 2 clusters
  Score: Raw -21153.773856 + Penalty 901.724864 = -20252.048992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81708.680000 sec): 3 clusters
  Score: Raw -21280.447092 + Penalty 1803.449728 = -19476.997365
  nChanged 57
		SP:Iteration 1F (81708.850000 sec): 3 clusters
  Score: Raw -21422.508550 + Penalty 1803.449728 = -19619.058822
  nChanged 24
		SP:Iteration 2F (81709.030000 sec): 3 clusters
  Score: Raw -21500.536840 + Penalty 1803.449728 = -19697.087113
  nChanged 16
		SP:Iteration 3F (81709.200000 sec): 3 clusters
  Score: Raw -21564.163531 + Penalty 1803.449728 = -19760.713804
  nChanged 8
		SP:Iteration 4Q (81709.360000 sec): 3 clusters
  Score: Raw -21594.243391 + Penalty 1803.449728 = -19790.793664
  nChanged 4
		SP:Iteration 5Q (81709.560000 sec): 3 clusters
  Score: Raw -21605.398907 + Penalty 1803.449728 = -19801.949180
  nChanged 1
		SP:Iteration 6Q (81709.710000 sec): 3 clusters
  Score: Raw -21607.488278 + Penalty 1803.449728 = -19804.038551
  nChanged 1
		SP:Iteration 7Q (81709.860000 sec): 3 clusters
  Score: Raw -21608.643291 + Penalty 1803.449728 = -19805.193563
  nChanged 1
		SP:Iteration 8Q (81710.060000 sec): 3 clusters
  Score: Raw -21613.521239 + Penalty 1803.449728 = -19810.071511
  nChanged 0
		SP:Iteration 9F (81710.220000 sec): 3 clusters
  Score: Raw -21613.521239 + Penalty 1803.449728 = -19810.071511
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81710.290000 sec): 2 clusters
  Score: Raw -25167.375888 + Penalty 886.489681 = -24280.886207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81710.460000 sec): 3 clusters
  Score: Raw -25238.845176 + Penalty 1772.979362 = -23465.865813
  nChanged 37
		SP:Iteration 1F (81710.650000 sec): 3 clusters
  Score: Raw -25341.246091 + Penalty 1772.979362 = -23568.266729
  nChanged 10
		SP:Iteration 2Q (81710.820000 sec): 3 clusters
  Score: Raw -25369.563888 + Penalty 1772.979362 = -23596.584526
  nChanged 3
		SP:Iteration 3Q (81711.040000 sec): 3 clusters
  Score: Raw -25384.249188 + Penalty 1772.979362 = -23611.269826
  nChanged 1
		SP:Iteration 4Q (81711.210000 sec): 3 clusters
  Score: Raw -25385.644355 + Penalty 1772.979362 = -23612.664993
  nChanged 0
		SP:Iteration 5F (81711.340000 sec): 3 clusters
  Score: Raw -25385.644355 + Penalty 1772.979362 = -23612.664993
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81711.440000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81711.610000 sec): 3 clusters
  Score: Raw -67792.871962 + Penalty 2077.373062 = -65715.498900
  nChanged 139
		SP:Iteration 1F (81711.840000 sec): 3 clusters
  Score: Raw -67972.441810 + Penalty 2077.373062 = -65895.068749
  nChanged 43
		SP:Iteration 2F (81711.980000 sec): 3 clusters
  Score: Raw -68042.131668 + Penalty 2077.373062 = -65964.758606
  nChanged 23
		SP:Iteration 3Q (81712.190000 sec): 3 clusters
  Score: Raw -68091.740719 + Penalty 2077.373062 = -66014.367657
  nChanged 26
		SP:Iteration 4Q (81712.370000 sec): 3 clusters
  Score: Raw -68144.886485 + Penalty 2077.373062 = -66067.513423
  nChanged 20
		SP:Iteration 5Q (81712.520000 sec): 3 clusters
  Score: Raw -68184.444014 + Penalty 2077.373062 = -66107.070952
  nChanged 19
		SP:Iteration 6Q (81712.690000 sec): 3 clusters
  Score: Raw -68236.044400 + Penalty 2077.373062 = -66158.671338
  nChanged 19
		SP:Iteration 7Q (81712.840000 sec): 3 clusters
  Score: Raw -68273.671953 + Penalty 2077.373062 = -66196.298891
  nChanged 13
		SP:Iteration 8Q (81713.060000 sec): 3 clusters
  Score: Raw -68298.781889 + Penalty 2077.373062 = -66221.408827
  nChanged 13
		SP:Iteration 9Q (81713.230000 sec): 3 clusters
  Score: Raw -68325.666180 + Penalty 2077.373062 = -66248.293118
  nChanged 7
		SP:Iteration 10Q (81713.380000 sec): 3 clusters
  Score: Raw -68338.473162 + Penalty 2077.373062 = -66261.100100
  nChanged 8
		SP:Iteration 11Q (81713.550000 sec): 3 clusters
  Score: Raw -68350.409892 + Penalty 2077.373062 = -66273.036830
  nChanged 4
		SP:Iteration 12Q (81713.760000 sec): 3 clusters
  Score: Raw -68355.036962 + Penalty 2077.373062 = -66277.663901
  nChanged 2
		SP:Iteration 13Q (81713.900000 sec): 3 clusters
  Score: Raw -68357.226204 + Penalty 2077.373062 = -66279.853142
  nChanged 1
		SP:Iteration 14Q (81714.100000 sec): 3 clusters
  Score: Raw -68358.414020 + Penalty 2077.373062 = -66281.040958
  nChanged 1
		SP:Iteration 15Q (81714.270000 sec): 3 clusters
  Score: Raw -68359.494186 + Penalty 2077.373062 = -66282.121124
  nChanged 2
		SP:Iteration 16Q (81714.440000 sec): 3 clusters
  Score: Raw -68361.129099 + Penalty 2077.373062 = -66283.756038
  nChanged 2
		SP:Iteration 17Q (81714.620000 sec): 3 clusters
  Score: Raw -68363.615009 + Penalty 2077.373062 = -66286.241947
  nChanged 5
		SP:Iteration 18Q (81714.800000 sec): 3 clusters
  Score: Raw -68370.327580 + Penalty 2077.373062 = -66292.954518
  nChanged 2
		SP:Iteration 19Q (81714.990000 sec): 3 clusters
  Score: Raw -68378.631406 + Penalty 2077.373062 = -66301.258344
  nChanged 3
		SP:Iteration 20F (81715.120000 sec): 3 clusters
  Score: Raw -68386.590987 + Penalty 2077.373062 = -66309.217925
  nChanged 3
		SP:Iteration 21Q (81715.340000 sec): 3 clusters
  Score: Raw -68388.590473 + Penalty 2077.373062 = -66311.217411
  nChanged 1
		SP:Iteration 22Q (81715.510000 sec): 3 clusters
  Score: Raw -68403.655425 + Penalty 2077.373062 = -66326.282363
  nChanged 2
		SP:Iteration 23Q (81715.670000 sec): 3 clusters
  Score: Raw -68415.920313 + Penalty 2077.373062 = -66338.547251
  nChanged 4
		SP:Iteration 24Q (81715.880000 sec): 3 clusters
  Score: Raw -68423.309731 + Penalty 2077.373062 = -66345.936669
  nChanged 1
		SP:Iteration 25Q (81716.120000 sec): 3 clusters
  Score: Raw -68424.201869 + Penalty 2077.373062 = -66346.828807
  nChanged 0
		SP:Iteration 26F (81716.290000 sec): 3 clusters
  Score: Raw -68424.201869 + Penalty 2077.373062 = -66346.828807
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81716.360000 sec): 2 clusters
  Score: Raw -185478.515266 + Penalty 1197.764777 = -184280.750489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81716.560000 sec): 3 clusters
  Score: Raw -184833.888838 + Penalty 2395.529554 = -182438.359284
  nChanged 533
		SP:Iteration 1F (81716.700000 sec): 3 clusters
  Score: Raw -185208.459773 + Penalty 2395.529554 = -182812.930219
  nChanged 114
		SP:Iteration 2F (81716.890000 sec): 3 clusters
  Score: Raw -185317.394753 + Penalty 2395.529554 = -182921.865199
  nChanged 76
		SP:Iteration 3Q (81717.030000 sec): 3 clusters
  Score: Raw -185387.737028 + Penalty 2395.529554 = -182992.207474
  nChanged 61
		SP:Iteration 4Q (81717.230000 sec): 3 clusters
  Score: Raw -185432.745006 + Penalty 2395.529554 = -183037.215451
  nChanged 39
		SP:Iteration 5Q (81717.450000 sec): 3 clusters
  Score: Raw -185465.594207 + Penalty 2395.529554 = -183070.064653
  nChanged 31
		SP:Iteration 6Q (81717.620000 sec): 3 clusters
  Score: Raw -185486.502075 + Penalty 2395.529554 = -183090.972521
  nChanged 29
		SP:Iteration 7Q (81717.800000 sec): 3 clusters
  Score: Raw -185506.196001 + Penalty 2395.529554 = -183110.666447
  nChanged 24
		SP:Iteration 8Q (81718.010000 sec): 3 clusters
  Score: Raw -185522.828527 + Penalty 2395.529554 = -183127.298973
  nChanged 24
		SP:Iteration 9Q (81718.160000 sec): 3 clusters
  Score: Raw -185535.669788 + Penalty 2395.529554 = -183140.140234
  nChanged 14
		SP:Iteration 10Q (81718.360000 sec): 3 clusters
  Score: Raw -185543.269519 + Penalty 2395.529554 = -183147.739965
  nChanged 12
		SP:Iteration 11Q (81718.560000 sec): 3 clusters
  Score: Raw -185549.428543 + Penalty 2395.529554 = -183153.898989
  nChanged 13
		SP:Iteration 12Q (81718.740000 sec): 3 clusters
  Score: Raw -185557.030703 + Penalty 2395.529554 = -183161.501149
  nChanged 9
		SP:Iteration 13Q (81718.940000 sec): 3 clusters
  Score: Raw -185563.152803 + Penalty 2395.529554 = -183167.623249
  nChanged 4
		SP:Iteration 14Q (81719.100000 sec): 3 clusters
  Score: Raw -185565.167318 + Penalty 2395.529554 = -183169.637764
  nChanged 1
		SP:Iteration 15Q (81719.220000 sec): 3 clusters
  Score: Raw -185565.307726 + Penalty 2395.529554 = -183169.778172
  nChanged 1
		SP:Iteration 16Q (81719.420000 sec): 3 clusters
  Score: Raw -185565.432756 + Penalty 2395.529554 = -183169.903202
  nChanged 1
		SP:Iteration 17Q (81719.660000 sec): 3 clusters
  Score: Raw -185565.576941 + Penalty 2395.529554 = -183170.047387
  nChanged 1
		SP:Iteration 18Q (81719.840000 sec): 3 clusters
  Score: Raw -185566.269340 + Penalty 2395.529554 = -183170.739786
  nChanged 1
		SP:Iteration 19Q (81720.000000 sec): 3 clusters
  Score: Raw -185566.830853 + Penalty 2395.529554 = -183171.301299
  nChanged 1
		SP:Iteration 20F (81720.170000 sec): 3 clusters
  Score: Raw -185567.098385 + Penalty 2395.529554 = -183171.568830
  nChanged 2
		SP:Iteration 21Q (81720.340000 sec): 3 clusters
  Score: Raw -185567.921522 + Penalty 2395.529554 = -183172.391968
  nChanged 5
		SP:Iteration 22Q (81720.580000 sec): 3 clusters
  Score: Raw -185569.723085 + Penalty 2395.529554 = -183174.193530
  nChanged 7
		SP:Iteration 23Q (81720.720000 sec): 3 clusters
  Score: Raw -185571.919912 + Penalty 2395.529554 = -183176.390357
  nChanged 5
		SP:Iteration 24Q (81720.920000 sec): 3 clusters
  Score: Raw -185573.189529 + Penalty 2395.529554 = -183177.659975
  nChanged 6
		SP:Iteration 25Q (81721.110000 sec): 3 clusters
  Score: Raw -185576.842007 + Penalty 2395.529554 = -183181.312453
  nChanged 3
		SP:Iteration 26Q (81721.300000 sec): 3 clusters
  Score: Raw -185577.619468 + Penalty 2395.529554 = -183182.089914
  nChanged 0
		SP:Iteration 27F (81721.480000 sec): 3 clusters
  Score: Raw -185577.619468 + Penalty 2395.529554 = -183182.089914
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81721.650000 sec): 2 clusters
  Score: Raw -2151921.037273 + Penalty 1587.273941 = -2150333.763332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81721.940000 sec): 3 clusters
  Score: Raw -2141521.328631 + Penalty 3174.547882 = -2138346.780749
  nChanged 7796
		SP:Iteration 1F (81722.220000 sec): 3 clusters
  Score: Raw -2146178.907418 + Penalty 3174.547882 = -2143004.359536
  nChanged 1183
		SP:Iteration 2F (81722.460000 sec): 3 clusters
  Score: Raw -2146866.653408 + Penalty 3174.547882 = -2143692.105526
  nChanged 1167
		SP:Iteration 3F (81722.700000 sec): 3 clusters
  Score: Raw -2147573.047744 + Penalty 3174.547882 = -2144398.499863
  nChanged 1157
		SP:Iteration 4F (81722.960000 sec): 3 clusters
  Score: Raw -2148280.221954 + Penalty 3174.547882 = -2145105.674073
  nChanged 1077
		SP:Iteration 5F (81723.240000 sec): 3 clusters
  Score: Raw -2148860.768117 + Penalty 3174.547882 = -2145686.220235
  nChanged 899
		SP:Iteration 6F (81723.490000 sec): 3 clusters
  Score: Raw -2149301.256149 + Penalty 3174.547882 = -2146126.708268
  nChanged 740
		SP:Iteration 7Q (81723.780000 sec): 3 clusters
  Score: Raw -2149605.453900 + Penalty 3174.547882 = -2146430.906018
  nChanged 571
		SP:Iteration 8Q (81724.030000 sec): 3 clusters
  Score: Raw -2149796.620855 + Penalty 3174.547882 = -2146622.072973
  nChanged 432
		SP:Iteration 9Q (81724.300000 sec): 3 clusters
  Score: Raw -2149923.291748 + Penalty 3174.547882 = -2146748.743866
  nChanged 360
		SP:Iteration 10Q (81724.560000 sec): 3 clusters
  Score: Raw -2150023.164066 + Penalty 3174.547882 = -2146848.616184
  nChanged 302
		SP:Iteration 11Q (81724.840000 sec): 3 clusters
  Score: Raw -2150104.569415 + Penalty 3174.547882 = -2146930.021533
  nChanged 254
		SP:Iteration 12Q (81725.100000 sec): 3 clusters
  Score: Raw -2150172.392753 + Penalty 3174.547882 = -2146997.844871
  nChanged 267
		SP:Iteration 13Q (81725.350000 sec): 3 clusters
  Score: Raw -2150245.140465 + Penalty 3174.547882 = -2147070.592583
  nChanged 262
		SP:Iteration 14Q (81725.570000 sec): 3 clusters
  Score: Raw -2150322.708924 + Penalty 3174.547882 = -2147148.161043
  nChanged 270
		SP:Iteration 15Q (81725.820000 sec): 3 clusters
  Score: Raw -2150405.211247 + Penalty 3174.547882 = -2147230.663366
  nChanged 284
		SP:Iteration 16Q (81726.100000 sec): 3 clusters
  Score: Raw -2150499.806875 + Penalty 3174.547882 = -2147325.258993
  nChanged 303
		SP:Iteration 17Q (81726.380000 sec): 3 clusters
  Score: Raw -2150601.692371 + Penalty 3174.547882 = -2147427.144489
  nChanged 305
		SP:Iteration 18Q (81726.640000 sec): 3 clusters
  Score: Raw -2150708.920049 + Penalty 3174.547882 = -2147534.372168
  nChanged 316
		SP:Iteration 19Q (81726.870000 sec): 3 clusters
  Score: Raw -2150827.166695 + Penalty 3174.547882 = -2147652.618814
  nChanged 310
		SP:Iteration 20F (81727.090000 sec): 3 clusters
  Score: Raw -2150945.220369 + Penalty 3174.547882 = -2147770.672488
  nChanged 301
		SP:Iteration 21Q (81727.400000 sec): 3 clusters
  Score: Raw -2151073.007440 + Penalty 3174.547882 = -2147898.459559
  nChanged 313
		SP:Iteration 22Q (81727.650000 sec): 3 clusters
  Score: Raw -2151208.034911 + Penalty 3174.547882 = -2148033.487030
  nChanged 283
		SP:Iteration 23Q (81727.910000 sec): 3 clusters
  Score: Raw -2151340.148501 + Penalty 3174.547882 = -2148165.600620
  nChanged 255
		SP:Iteration 24Q (81728.180000 sec): 3 clusters
  Score: Raw -2151471.207126 + Penalty 3174.547882 = -2148296.659245
  nChanged 249
		SP:Iteration 25Q (81728.430000 sec): 3 clusters
  Score: Raw -2151610.591869 + Penalty 3174.547882 = -2148436.043988
  nChanged 208
		SP:Iteration 26Q (81728.700000 sec): 3 clusters
  Score: Raw -2151733.002408 + Penalty 3174.547882 = -2148558.454526
  nChanged 180
		SP:Iteration 27Q (81728.920000 sec): 3 clusters
  Score: Raw -2151849.040734 + Penalty 3174.547882 = -2148674.492852
  nChanged 155
		SP:Iteration 28Q (81729.170000 sec): 3 clusters
  Score: Raw -2151938.064738 + Penalty 3174.547882 = -2148763.516857
  nChanged 123
		SP:Iteration 29Q (81729.420000 sec): 3 clusters
  Score: Raw -2152007.521788 + Penalty 3174.547882 = -2148832.973907
  nChanged 96
		SP:Iteration 30Q (81729.640000 sec): 3 clusters
  Score: Raw -2152060.269210 + Penalty 3174.547882 = -2148885.721329
  nChanged 80
		SP:Iteration 31Q (81729.860000 sec): 3 clusters
  Score: Raw -2152107.973808 + Penalty 3174.547882 = -2148933.425926
  nChanged 66
		SP:Iteration 32Q (81730.090000 sec): 3 clusters
  Score: Raw -2152140.520465 + Penalty 3174.547882 = -2148965.972583
  nChanged 47
		SP:Iteration 33Q (81730.370000 sec): 3 clusters
  Score: Raw -2152161.919741 + Penalty 3174.547882 = -2148987.371859
  nChanged 34
		SP:Iteration 34Q (81730.590000 sec): 3 clusters
  Score: Raw -2152178.809739 + Penalty 3174.547882 = -2149004.261857
  nChanged 39
		SP:Iteration 35Q (81730.790000 sec): 3 clusters
  Score: Raw -2152199.436218 + Penalty 3174.547882 = -2149024.888336
  nChanged 35
		SP:Iteration 36Q (81731.090000 sec): 3 clusters
  Score: Raw -2152213.325467 + Penalty 3174.547882 = -2149038.777585
  nChanged 24
		SP:Iteration 37Q (81731.330000 sec): 3 clusters
  Score: Raw -2152222.504494 + Penalty 3174.547882 = -2149047.956612
  nChanged 18
		SP:Iteration 38Q (81731.590000 sec): 3 clusters
  Score: Raw -2152228.617054 + Penalty 3174.547882 = -2149054.069172
  nChanged 13
		SP:Iteration 39Q (81731.810000 sec): 3 clusters
  Score: Raw -2152233.688603 + Penalty 3174.547882 = -2149059.140722
  nChanged 6
		SP:Iteration 40F (81732.130000 sec): 3 clusters
  Score: Raw -2152237.403999 + Penalty 3174.547882 = -2149062.856117
  nChanged 9
		SP:Iteration 41Q (81732.360000 sec): 3 clusters
  Score: Raw -2152241.076644 + Penalty 3174.547882 = -2149066.528762
  nChanged 10
		SP:Iteration 42Q (81732.610000 sec): 3 clusters
  Score: Raw -2152244.690405 + Penalty 3174.547882 = -2149070.142523
  nChanged 14
		SP:Iteration 43Q (81732.860000 sec): 3 clusters
  Score: Raw -2152250.703271 + Penalty 3174.547882 = -2149076.155390
  nChanged 9
		SP:Iteration 44Q (81733.120000 sec): 3 clusters
  Score: Raw -2152253.656330 + Penalty 3174.547882 = -2149079.108448
  nChanged 9
		SP:Iteration 45Q (81733.370000 sec): 3 clusters
  Score: Raw -2152257.042732 + Penalty 3174.547882 = -2149082.494850
  nChanged 8
		SP:Iteration 46Q (81733.610000 sec): 3 clusters
  Score: Raw -2152259.700926 + Penalty 3174.547882 = -2149085.153044
  nChanged 5
		SP:Iteration 47Q (81733.890000 sec): 3 clusters
  Score: Raw -2152261.697361 + Penalty 3174.547882 = -2149087.149479
  nChanged 3
		SP:Iteration 48Q (81734.120000 sec): 3 clusters
  Score: Raw -2152263.264672 + Penalty 3174.547882 = -2149088.716791
  nChanged 5
		SP:Iteration 49Q (81734.460000 sec): 3 clusters
  Score: Raw -2152265.251821 + Penalty 3174.547882 = -2149090.703939
  nChanged 3
		SP:Iteration 50Q (81734.710000 sec): 3 clusters
  Score: Raw -2152265.980877 + Penalty 3174.547882 = -2149091.432995
  nChanged 2
		SP:Iteration 51Q (81734.950000 sec): 3 clusters
  Score: Raw -2152266.403439 + Penalty 3174.547882 = -2149091.855557
  nChanged 2
		SP:Iteration 52Q (81735.220000 sec): 3 clusters
  Score: Raw -2152266.901092 + Penalty 3174.547882 = -2149092.353210
  nChanged 2
		SP:Iteration 53Q (81735.470000 sec): 3 clusters
  Score: Raw -2152267.721939 + Penalty 3174.547882 = -2149093.174057
  nChanged 4
		SP:Iteration 54Q (81735.690000 sec): 3 clusters
  Score: Raw -2152269.047704 + Penalty 3174.547882 = -2149094.499823
  nChanged 3
		SP:Iteration 55Q (81735.930000 sec): 3 clusters
  Score: Raw -2152269.842129 + Penalty 3174.547882 = -2149095.294247
  nChanged 2
		SP:Iteration 56Q (81736.250000 sec): 3 clusters
  Score: Raw -2152270.235893 + Penalty 3174.547882 = -2149095.688011
  nChanged 2
		SP:Iteration 57Q (81736.490000 sec): 3 clusters
  Score: Raw -2152270.943532 + Penalty 3174.547882 = -2149096.395650
  nChanged 1
		SP:Iteration 58Q (81736.750000 sec): 3 clusters
  Score: Raw -2152271.168968 + Penalty 3174.547882 = -2149096.621086
  nChanged 0
		SP:Iteration 59F (81737.000000 sec): 3 clusters
  Score: Raw -2152271.168968 + Penalty 3174.547882 = -2149096.621086
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81737.150000 sec): 2 clusters
  Score: Raw -653899.832882 + Penalty 1388.468116 = -652511.364765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81737.340000 sec): 3 clusters
  Score: Raw -651175.714806 + Penalty 2776.936233 = -648398.778574
  nChanged 2099
		SP:Iteration 1F (81737.490000 sec): 3 clusters
  Score: Raw -652353.503955 + Penalty 2776.936233 = -649576.567722
  nChanged 377
		SP:Iteration 2F (81737.720000 sec): 3 clusters
  Score: Raw -652530.326614 + Penalty 2776.936233 = -649753.390381
  nChanged 263
		SP:Iteration 3F (81737.880000 sec): 3 clusters
  Score: Raw -652644.475697 + Penalty 2776.936233 = -649867.539464
  nChanged 183
		SP:Iteration 4Q (81738.060000 sec): 3 clusters
  Score: Raw -652726.623744 + Penalty 2776.936233 = -649949.687511
  nChanged 140
		SP:Iteration 5Q (81738.220000 sec): 3 clusters
  Score: Raw -652782.609583 + Penalty 2776.936233 = -650005.673350
  nChanged 135
		SP:Iteration 6Q (81738.400000 sec): 3 clusters
  Score: Raw -652842.321966 + Penalty 2776.936233 = -650065.385733
  nChanged 125
		SP:Iteration 7Q (81738.590000 sec): 3 clusters
  Score: Raw -652893.573305 + Penalty 2776.936233 = -650116.637072
  nChanged 118
		SP:Iteration 8Q (81738.770000 sec): 3 clusters
  Score: Raw -652947.040553 + Penalty 2776.936233 = -650170.104320
  nChanged 116
		SP:Iteration 9Q (81738.930000 sec): 3 clusters
  Score: Raw -653005.121608 + Penalty 2776.936233 = -650228.185375
  nChanged 119
		SP:Iteration 10Q (81739.130000 sec): 3 clusters
  Score: Raw -653059.074732 + Penalty 2776.936233 = -650282.138499
  nChanged 108
		SP:Iteration 11Q (81739.330000 sec): 3 clusters
  Score: Raw -653110.729109 + Penalty 2776.936233 = -650333.792876
  nChanged 106
		SP:Iteration 12Q (81739.520000 sec): 3 clusters
  Score: Raw -653167.348566 + Penalty 2776.936233 = -650390.412334
  nChanged 134
		SP:Iteration 13Q (81739.740000 sec): 3 clusters
  Score: Raw -653247.246311 + Penalty 2776.936233 = -650470.310078
  nChanged 140
		SP:Iteration 14Q (81739.910000 sec): 3 clusters
  Score: Raw -653324.706110 + Penalty 2776.936233 = -650547.769878
  nChanged 128
		SP:Iteration 15Q (81740.150000 sec): 3 clusters
  Score: Raw -653397.540725 + Penalty 2776.936233 = -650620.604492
  nChanged 124
		SP:Iteration 16Q (81740.350000 sec): 3 clusters
  Score: Raw -653455.225519 + Penalty 2776.936233 = -650678.289286
  nChanged 95
		SP:Iteration 17Q (81740.550000 sec): 3 clusters
  Score: Raw -653498.907301 + Penalty 2776.936233 = -650721.971069
  nChanged 80
		SP:Iteration 18Q (81740.710000 sec): 3 clusters
  Score: Raw -653537.147361 + Penalty 2776.936233 = -650760.211128
  nChanged 70
		SP:Iteration 19Q (81740.930000 sec): 3 clusters
  Score: Raw -653569.094348 + Penalty 2776.936233 = -650792.158115
  nChanged 53
		SP:Iteration 20F (81741.110000 sec): 3 clusters
  Score: Raw -653594.960715 + Penalty 2776.936233 = -650818.024482
  nChanged 71
		SP:Iteration 21Q (81741.290000 sec): 3 clusters
  Score: Raw -653630.963164 + Penalty 2776.936233 = -650854.026931
  nChanged 74
		SP:Iteration 22Q (81741.490000 sec): 3 clusters
  Score: Raw -653670.484525 + Penalty 2776.936233 = -650893.548292
  nChanged 77
		SP:Iteration 23Q (81741.690000 sec): 3 clusters
  Score: Raw -653709.108686 + Penalty 2776.936233 = -650932.172454
  nChanged 69
		SP:Iteration 24Q (81741.910000 sec): 3 clusters
  Score: Raw -653745.509994 + Penalty 2776.936233 = -650968.573762
  nChanged 72
		SP:Iteration 25Q (81742.140000 sec): 3 clusters
  Score: Raw -653783.585273 + Penalty 2776.936233 = -651006.649040
  nChanged 59
		SP:Iteration 26Q (81742.310000 sec): 3 clusters
  Score: Raw -653814.999553 + Penalty 2776.936233 = -651038.063320
  nChanged 57
		SP:Iteration 27Q (81742.490000 sec): 3 clusters
  Score: Raw -653842.098460 + Penalty 2776.936233 = -651065.162228
  nChanged 47
		SP:Iteration 28Q (81742.730000 sec): 3 clusters
  Score: Raw -653861.405611 + Penalty 2776.936233 = -651084.469378
  nChanged 36
		SP:Iteration 29Q (81742.930000 sec): 3 clusters
  Score: Raw -653877.486221 + Penalty 2776.936233 = -651100.549989
  nChanged 41
		SP:Iteration 30Q (81743.110000 sec): 3 clusters
  Score: Raw -653894.965815 + Penalty 2776.936233 = -651118.029582
  nChanged 28
		SP:Iteration 31Q (81743.310000 sec): 3 clusters
  Score: Raw -653907.238828 + Penalty 2776.936233 = -651130.302595
  nChanged 29
		SP:Iteration 32Q (81743.500000 sec): 3 clusters
  Score: Raw -653918.843643 + Penalty 2776.936233 = -651141.907411
  nChanged 29
		SP:Iteration 33Q (81743.700000 sec): 3 clusters
  Score: Raw -653930.850169 + Penalty 2776.936233 = -651153.913937
  nChanged 36
		SP:Iteration 34Q (81743.910000 sec): 3 clusters
  Score: Raw -653947.174508 + Penalty 2776.936233 = -651170.238275
  nChanged 28
		SP:Iteration 35Q (81744.070000 sec): 3 clusters
  Score: Raw -653964.791279 + Penalty 2776.936233 = -651187.855046
  nChanged 32
		SP:Iteration 36Q (81744.290000 sec): 3 clusters
  Score: Raw -653979.516844 + Penalty 2776.936233 = -651202.580611
  nChanged 24
		SP:Iteration 37Q (81744.460000 sec): 3 clusters
  Score: Raw -653988.907272 + Penalty 2776.936233 = -651211.971040
  nChanged 21
		SP:Iteration 38Q (81744.660000 sec): 3 clusters
  Score: Raw -653999.086677 + Penalty 2776.936233 = -651222.150444
  nChanged 19
		SP:Iteration 39Q (81744.870000 sec): 3 clusters
  Score: Raw -654006.574100 + Penalty 2776.936233 = -651229.637867
  nChanged 12
		SP:Iteration 40F (81745.070000 sec): 3 clusters
  Score: Raw -654011.301754 + Penalty 2776.936233 = -651234.365521
  nChanged 7
		SP:Iteration 41Q (81745.250000 sec): 3 clusters
  Score: Raw -654013.375696 + Penalty 2776.936233 = -651236.439463
  nChanged 6
		SP:Iteration 42Q (81745.480000 sec): 3 clusters
  Score: Raw -654015.727605 + Penalty 2776.936233 = -651238.791372
  nChanged 9
		SP:Iteration 43Q (81745.660000 sec): 3 clusters
  Score: Raw -654019.677133 + Penalty 2776.936233 = -651242.740900
  nChanged 9
		SP:Iteration 44Q (81745.850000 sec): 3 clusters
  Score: Raw -654024.058197 + Penalty 2776.936233 = -651247.121964
  nChanged 5
		SP:Iteration 45Q (81746.040000 sec): 3 clusters
  Score: Raw -654026.327300 + Penalty 2776.936233 = -651249.391068
  nChanged 7
		SP:Iteration 46Q (81746.260000 sec): 3 clusters
  Score: Raw -654029.642627 + Penalty 2776.936233 = -651252.706394
  nChanged 12
		SP:Iteration 47Q (81746.470000 sec): 3 clusters
  Score: Raw -654034.943698 + Penalty 2776.936233 = -651258.007465
  nChanged 12
		SP:Iteration 48Q (81746.690000 sec): 3 clusters
  Score: Raw -654038.657503 + Penalty 2776.936233 = -651261.721270
  nChanged 9
		SP:Iteration 49Q (81746.860000 sec): 3 clusters
  Score: Raw -654041.917006 + Penalty 2776.936233 = -651264.980773
  nChanged 11
		SP:Iteration 50Q (81747.050000 sec): 3 clusters
  Score: Raw -654045.274655 + Penalty 2776.936233 = -651268.338423
  nChanged 11
		SP:Iteration 51Q (81747.250000 sec): 3 clusters
  Score: Raw -654050.059396 + Penalty 2776.936233 = -651273.123163
  nChanged 13
		SP:Iteration 52Q (81747.450000 sec): 3 clusters
  Score: Raw -654054.244413 + Penalty 2776.936233 = -651277.308180
  nChanged 5
		SP:Iteration 53Q (81747.670000 sec): 3 clusters
  Score: Raw -654055.937610 + Penalty 2776.936233 = -651279.001377
  nChanged 4
		SP:Iteration 54Q (81747.810000 sec): 3 clusters
  Score: Raw -654057.834080 + Penalty 2776.936233 = -651280.897847
  nChanged 5
		SP:Iteration 55Q (81748.010000 sec): 3 clusters
  Score: Raw -654059.721847 + Penalty 2776.936233 = -651282.785614
  nChanged 3
		SP:Iteration 56Q (81748.190000 sec): 3 clusters
  Score: Raw -654060.645190 + Penalty 2776.936233 = -651283.708957
  nChanged 0
		SP:Iteration 57F (81748.370000 sec): 3 clusters
  Score: Raw -654060.645190 + Penalty 2776.936233 = -651283.708957
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81748.480000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81748.630000 sec): 3 clusters
  Score: Raw -44611.746840 + Penalty 1956.042795 = -42655.704045
  nChanged 78
		SP:Iteration 1F (81748.790000 sec): 3 clusters
  Score: Raw -44745.348245 + Penalty 1956.042795 = -42789.305451
  nChanged 24
		SP:Iteration 2F (81748.960000 sec): 3 clusters
  Score: Raw -44805.911305 + Penalty 1956.042795 = -42849.868511
  nChanged 11
		SP:Iteration 3Q (81749.090000 sec): 3 clusters
  Score: Raw -44823.160120 + Penalty 1956.042795 = -42867.117325
  nChanged 5
		SP:Iteration 4Q (81749.270000 sec): 3 clusters
  Score: Raw -44834.338436 + Penalty 1956.042795 = -42878.295641
  nChanged 3
		SP:Iteration 5Q (81749.470000 sec): 3 clusters
  Score: Raw -44838.631187 + Penalty 1956.042795 = -42882.588393
  nChanged 1
		SP:Iteration 6Q (81749.610000 sec): 3 clusters
  Score: Raw -44841.454226 + Penalty 1956.042795 = -42885.411432
  nChanged 1
		SP:Iteration 7Q (81749.790000 sec): 3 clusters
  Score: Raw -44842.388984 + Penalty 1956.042795 = -42886.346189
  nChanged 1
		SP:Iteration 8Q (81749.960000 sec): 3 clusters
  Score: Raw -44843.984023 + Penalty 1956.042795 = -42887.941228
  nChanged 1
		SP:Iteration 9Q (81750.120000 sec): 3 clusters
  Score: Raw -44844.542713 + Penalty 1956.042795 = -42888.499918
  nChanged 0
		SP:Iteration 10F (81750.290000 sec): 3 clusters
  Score: Raw -44844.542713 + Penalty 1956.042795 = -42888.499918
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81750.400000 sec): 2 clusters
  Score: Raw -298805.078972 + Penalty 1291.497768 = -297513.581204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81750.630000 sec): 3 clusters
  Score: Raw -297536.743568 + Penalty 2582.995536 = -294953.748032
  nChanged 1012
		SP:Iteration 1F (81750.820000 sec): 3 clusters
  Score: Raw -298114.348134 + Penalty 2582.995536 = -295531.352598
  nChanged 207
		SP:Iteration 2F (81751.010000 sec): 3 clusters
  Score: Raw -298239.557551 + Penalty 2582.995536 = -295656.562015
  nChanged 140
		SP:Iteration 3Q (81751.170000 sec): 3 clusters
  Score: Raw -298333.021405 + Penalty 2582.995536 = -295750.025869
  nChanged 137
		SP:Iteration 4Q (81751.360000 sec): 3 clusters
  Score: Raw -298420.738984 + Penalty 2582.995536 = -295837.743448
  nChanged 120
		SP:Iteration 5Q (81751.530000 sec): 3 clusters
  Score: Raw -298502.106710 + Penalty 2582.995536 = -295919.111174
  nChanged 101
		SP:Iteration 6Q (81751.750000 sec): 3 clusters
  Score: Raw -298581.093219 + Penalty 2582.995536 = -295998.097683
  nChanged 101
		SP:Iteration 7Q (81751.970000 sec): 3 clusters
  Score: Raw -298655.650719 + Penalty 2582.995536 = -296072.655183
  nChanged 92
		SP:Iteration 8Q (81752.150000 sec): 3 clusters
  Score: Raw -298720.582343 + Penalty 2582.995536 = -296137.586808
  nChanged 73
		SP:Iteration 9Q (81752.310000 sec): 3 clusters
  Score: Raw -298771.645420 + Penalty 2582.995536 = -296188.649885
  nChanged 62
		SP:Iteration 10Q (81752.500000 sec): 3 clusters
  Score: Raw -298809.590065 + Penalty 2582.995536 = -296226.594530
  nChanged 53
		SP:Iteration 11Q (81752.690000 sec): 3 clusters
  Score: Raw -298842.012743 + Penalty 2582.995536 = -296259.017208
  nChanged 49
		SP:Iteration 12Q (81752.860000 sec): 3 clusters
  Score: Raw -298869.509118 + Penalty 2582.995536 = -296286.513582
  nChanged 43
		SP:Iteration 13Q (81753.050000 sec): 3 clusters
  Score: Raw -298888.533319 + Penalty 2582.995536 = -296305.537783
  nChanged 27
		SP:Iteration 14Q (81753.250000 sec): 3 clusters
  Score: Raw -298903.370797 + Penalty 2582.995536 = -296320.375261
  nChanged 24
		SP:Iteration 15Q (81753.410000 sec): 3 clusters
  Score: Raw -298916.242050 + Penalty 2582.995536 = -296333.246514
  nChanged 18
		SP:Iteration 16Q (81753.600000 sec): 3 clusters
  Score: Raw -298924.238194 + Penalty 2582.995536 = -296341.242658
  nChanged 18
		SP:Iteration 17Q (81753.800000 sec): 3 clusters
  Score: Raw -298933.138489 + Penalty 2582.995536 = -296350.142954
  nChanged 19
		SP:Iteration 18Q (81753.990000 sec): 3 clusters
  Score: Raw -298940.911433 + Penalty 2582.995536 = -296357.915897
  nChanged 26
		SP:Iteration 19Q (81754.160000 sec): 3 clusters
  Score: Raw -298952.041672 + Penalty 2582.995536 = -296369.046136
  nChanged 23
		SP:Iteration 20F (81754.370000 sec): 3 clusters
  Score: Raw -298963.993971 + Penalty 2582.995536 = -296380.998435
  nChanged 18
		SP:Iteration 21Q (81754.580000 sec): 3 clusters
  Score: Raw -298973.080025 + Penalty 2582.995536 = -296390.084489
  nChanged 15
		SP:Iteration 22Q (81754.740000 sec): 3 clusters
  Score: Raw -298978.870633 + Penalty 2582.995536 = -296395.875098
  nChanged 10
		SP:Iteration 23Q (81754.960000 sec): 3 clusters
  Score: Raw -298982.340834 + Penalty 2582.995536 = -296399.345299
  nChanged 9
		SP:Iteration 24Q (81755.150000 sec): 3 clusters
  Score: Raw -298986.639481 + Penalty 2582.995536 = -296403.643945
  nChanged 10
		SP:Iteration 25Q (81755.340000 sec): 3 clusters
  Score: Raw -298989.716748 + Penalty 2582.995536 = -296406.721212
  nChanged 7
		SP:Iteration 26Q (81755.510000 sec): 3 clusters
  Score: Raw -298993.400775 + Penalty 2582.995536 = -296410.405240
  nChanged 7
		SP:Iteration 27Q (81755.670000 sec): 3 clusters
  Score: Raw -298996.652792 + Penalty 2582.995536 = -296413.657256
  nChanged 5
		SP:Iteration 28Q (81755.860000 sec): 3 clusters
  Score: Raw -298998.267876 + Penalty 2582.995536 = -296415.272340
  nChanged 8
		SP:Iteration 29Q (81756.020000 sec): 3 clusters
  Score: Raw -299003.096347 + Penalty 2582.995536 = -296420.100812
  nChanged 14
		SP:Iteration 30Q (81756.220000 sec): 3 clusters
  Score: Raw -299009.650997 + Penalty 2582.995536 = -296426.655461
  nChanged 15
		SP:Iteration 31Q (81756.410000 sec): 3 clusters
  Score: Raw -299017.435428 + Penalty 2582.995536 = -296434.439892
  nChanged 10
		SP:Iteration 32Q (81756.610000 sec): 3 clusters
  Score: Raw -299022.523810 + Penalty 2582.995536 = -296439.528274
  nChanged 12
		SP:Iteration 33Q (81756.760000 sec): 3 clusters
  Score: Raw -299027.394989 + Penalty 2582.995536 = -296444.399453
  nChanged 11
		SP:Iteration 34Q (81756.940000 sec): 3 clusters
  Score: Raw -299032.542581 + Penalty 2582.995536 = -296449.547046
  nChanged 11
		SP:Iteration 35Q (81757.130000 sec): 3 clusters
  Score: Raw -299037.691008 + Penalty 2582.995536 = -296454.695472
  nChanged 14
		SP:Iteration 36Q (81757.320000 sec): 3 clusters
  Score: Raw -299045.251136 + Penalty 2582.995536 = -296462.255601
  nChanged 9
		SP:Iteration 37Q (81757.530000 sec): 3 clusters
  Score: Raw -299049.408364 + Penalty 2582.995536 = -296466.412829
  nChanged 11
		SP:Iteration 38Q (81757.690000 sec): 3 clusters
  Score: Raw -299055.486003 + Penalty 2582.995536 = -296472.490467
  nChanged 10
		SP:Iteration 39Q (81757.870000 sec): 3 clusters
  Score: Raw -299059.119311 + Penalty 2582.995536 = -296476.123776
  nChanged 2
		SP:Iteration 40F (81758.080000 sec): 3 clusters
  Score: Raw -299060.710566 + Penalty 2582.995536 = -296477.715030
  nChanged 1
		SP:Iteration 41Q (81758.210000 sec): 3 clusters
  Score: Raw -299061.292648 + Penalty 2582.995536 = -296478.297112
  nChanged 2
		SP:Iteration 42Q (81758.420000 sec): 3 clusters
  Score: Raw -299062.176476 + Penalty 2582.995536 = -296479.180941
  nChanged 7
		SP:Iteration 43Q (81758.570000 sec): 3 clusters
  Score: Raw -299065.891485 + Penalty 2582.995536 = -296482.895950
  nChanged 8
		SP:Iteration 44Q (81758.770000 sec): 3 clusters
  Score: Raw -299069.701437 + Penalty 2582.995536 = -296486.705902
  nChanged 7
		SP:Iteration 45Q (81758.970000 sec): 3 clusters
  Score: Raw -299072.989550 + Penalty 2582.995536 = -296489.994014
  nChanged 12
		SP:Iteration 46Q (81759.100000 sec): 3 clusters
  Score: Raw -299079.763461 + Penalty 2582.995536 = -296496.767925
  nChanged 11
		SP:Iteration 47Q (81759.290000 sec): 3 clusters
  Score: Raw -299085.345019 + Penalty 2582.995536 = -296502.349484
  nChanged 14
		SP:Iteration 48Q (81759.440000 sec): 3 clusters
  Score: Raw -299092.754765 + Penalty 2582.995536 = -296509.759229
  nChanged 13
		SP:Iteration 49Q (81759.570000 sec): 3 clusters
  Score: Raw -299100.516868 + Penalty 2582.995536 = -296517.521332
  nChanged 10
		SP:Iteration 50Q (81759.740000 sec): 3 clusters
  Score: Raw -299105.684683 + Penalty 2582.995536 = -296522.689147
  nChanged 10
		SP:Iteration 51Q (81759.940000 sec): 3 clusters
  Score: Raw -299110.316333 + Penalty 2582.995536 = -296527.320797
  nChanged 9
		SP:Iteration 52Q (81760.130000 sec): 3 clusters
  Score: Raw -299113.378188 + Penalty 2582.995536 = -296530.382652
  nChanged 6
		SP:Iteration 53Q (81760.300000 sec): 3 clusters
  Score: Raw -299116.016775 + Penalty 2582.995536 = -296533.021239
  nChanged 3
		SP:Iteration 54Q (81760.540000 sec): 3 clusters
  Score: Raw -299116.742555 + Penalty 2582.995536 = -296533.747019
  nChanged 1
		SP:Iteration 55Q (81760.700000 sec): 3 clusters
  Score: Raw -299117.993294 + Penalty 2582.995536 = -296534.997758
  nChanged 0
		SP:Iteration 56F (81760.850000 sec): 3 clusters
  Score: Raw -299117.993294 + Penalty 2582.995536 = -296534.997758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81760.930000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81761.170000 sec): 3 clusters
  Score: Raw -14292.346278 + Penalty 1643.279887 = -12649.066391
  nChanged 14
		SP:Iteration 1F (81761.330000 sec): 3 clusters
  Score: Raw -14347.779440 + Penalty 1643.279887 = -12704.499553
  nChanged 6
		SP:Iteration 2Q (81761.530000 sec): 3 clusters
  Score: Raw -14388.499702 + Penalty 1643.279887 = -12745.219815
  nChanged 3
		SP:Iteration 3Q (81761.700000 sec): 3 clusters
  Score: Raw -14412.513027 + Penalty 1643.279887 = -12769.233141
  nChanged 2
		SP:Iteration 4Q (81761.890000 sec): 3 clusters
  Score: Raw -14437.868024 + Penalty 1643.279887 = -12794.588137
  nChanged 0
		SP:Iteration 5F (81762.020000 sec): 3 clusters
  Score: Raw -14437.868024 + Penalty 1643.279887 = -12794.588137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81762.410000 sec): 2 clusters
  Score: Raw -9246968.077788 + Penalty 1826.602547 = -9245141.475241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81762.870000 sec): 3 clusters
  Score: Raw -9198044.489903 + Penalty 3653.205094 = -9194391.284809
  nChanged 36234
		SP:Iteration 1F (81763.330000 sec): 3 clusters
  Score: Raw -9219502.232784 + Penalty 3653.205094 = -9215849.027689
  nChanged 3461
		SP:Iteration 2Q (81763.750000 sec): 3 clusters
  Score: Raw -9220858.626142 + Penalty 3653.205094 = -9217205.421048
  nChanged 3715
		SP:Iteration 3Q (81764.270000 sec): 3 clusters
  Score: Raw -9222683.640503 + Penalty 3653.205094 = -9219030.435408
  nChanged 4192
		SP:Iteration 4F (81764.710000 sec): 3 clusters
  Score: Raw -9225168.372364 + Penalty 3653.205094 = -9221515.167269
  nChanged 4552
		SP:Iteration 5F (81765.140000 sec): 3 clusters
  Score: Raw -9228281.239470 + Penalty 3653.205094 = -9224628.034376
  nChanged 4684
		SP:Iteration 6F (81765.560000 sec): 3 clusters
  Score: Raw -9231496.116947 + Penalty 3653.205094 = -9227842.911853
  nChanged 4342
		SP:Iteration 7F (81766.040000 sec): 3 clusters
  Score: Raw -9234430.008664 + Penalty 3653.205094 = -9230776.803570
  nChanged 3781
		SP:Iteration 8Q (81766.530000 sec): 3 clusters
  Score: Raw -9236816.497776 + Penalty 3653.205094 = -9233163.292682
  nChanged 3380
		SP:Iteration 9Q (81767.000000 sec): 3 clusters
  Score: Raw -9238983.228620 + Penalty 3653.205094 = -9235330.023526
  nChanged 3150
		SP:Iteration 10Q (81767.520000 sec): 3 clusters
  Score: Raw -9241074.235124 + Penalty 3653.205094 = -9237421.030030
  nChanged 2709
		SP:Iteration 11Q (81767.990000 sec): 3 clusters
  Score: Raw -9242881.095570 + Penalty 3653.205094 = -9239227.890476
  nChanged 2133
		SP:Iteration 12Q (81768.460000 sec): 3 clusters
  Score: Raw -9244290.664930 + Penalty 3653.205094 = -9240637.459835
  nChanged 1639
		SP:Iteration 13Q (81768.980000 sec): 3 clusters
  Score: Raw -9245360.284065 + Penalty 3653.205094 = -9241707.078971
  nChanged 1142
		SP:Iteration 14Q (81769.490000 sec): 3 clusters
  Score: Raw -9246055.121655 + Penalty 3653.205094 = -9242401.916561
  nChanged 781
		SP:Iteration 15Q (81769.950000 sec): 3 clusters
  Score: Raw -9246503.701508 + Penalty 3653.205094 = -9242850.496414
  nChanged 526
		SP:Iteration 16Q (81770.390000 sec): 3 clusters
  Score: Raw -9246782.211382 + Penalty 3653.205094 = -9243129.006288
  nChanged 350
		SP:Iteration 17Q (81770.850000 sec): 3 clusters
  Score: Raw -9246963.618012 + Penalty 3653.205094 = -9243310.412917
  nChanged 249
		SP:Iteration 18Q (81771.380000 sec): 3 clusters
  Score: Raw -9247083.249441 + Penalty 3653.205094 = -9243430.044347
  nChanged 185
		SP:Iteration 19Q (81771.840000 sec): 3 clusters
  Score: Raw -9247176.244998 + Penalty 3653.205094 = -9243523.039904
  nChanged 148
		SP:Iteration 20F (81772.310000 sec): 3 clusters
  Score: Raw -9247246.597031 + Penalty 3653.205094 = -9243593.391936
  nChanged 101
		SP:Iteration 21Q (81772.760000 sec): 3 clusters
  Score: Raw -9247293.798833 + Penalty 3653.205094 = -9243640.593738
  nChanged 83
		SP:Iteration 22Q (81773.150000 sec): 3 clusters
  Score: Raw -9247326.172744 + Penalty 3653.205094 = -9243672.967650
  nChanged 59
		SP:Iteration 23Q (81773.540000 sec): 3 clusters
  Score: Raw -9247350.897182 + Penalty 3653.205094 = -9243697.692088
  nChanged 47
		SP:Iteration 24Q (81773.980000 sec): 3 clusters
  Score: Raw -9247372.452526 + Penalty 3653.205094 = -9243719.247432
  nChanged 51
		SP:Iteration 25Q (81774.420000 sec): 3 clusters
  Score: Raw -9247393.606150 + Penalty 3653.205094 = -9243740.401055
  nChanged 39
		SP:Iteration 26Q (81774.800000 sec): 3 clusters
  Score: Raw -9247410.287555 + Penalty 3653.205094 = -9243757.082460
  nChanged 42
		SP:Iteration 27Q (81775.250000 sec): 3 clusters
  Score: Raw -9247429.283482 + Penalty 3653.205094 = -9243776.078388
  nChanged 31
		SP:Iteration 28Q (81775.650000 sec): 3 clusters
  Score: Raw -9247443.278724 + Penalty 3653.205094 = -9243790.073630
  nChanged 35
		SP:Iteration 29Q (81776.100000 sec): 3 clusters
  Score: Raw -9247458.694145 + Penalty 3653.205094 = -9243805.489051
  nChanged 33
		SP:Iteration 30Q (81776.530000 sec): 3 clusters
  Score: Raw -9247472.290109 + Penalty 3653.205094 = -9243819.085015
  nChanged 30
		SP:Iteration 31Q (81776.940000 sec): 3 clusters
  Score: Raw -9247485.540383 + Penalty 3653.205094 = -9243832.335289
  nChanged 34
		SP:Iteration 32Q (81777.430000 sec): 3 clusters
  Score: Raw -9247497.028340 + Penalty 3653.205094 = -9243843.823245
  nChanged 13
		SP:Iteration 33Q (81777.850000 sec): 3 clusters
  Score: Raw -9247502.174811 + Penalty 3653.205094 = -9243848.969717
  nChanged 11
		SP:Iteration 34Q (81778.300000 sec): 3 clusters
  Score: Raw -9247506.143680 + Penalty 3653.205094 = -9243852.938586
  nChanged 5
		SP:Iteration 35Q (81778.820000 sec): 3 clusters
  Score: Raw -9247507.496536 + Penalty 3653.205094 = -9243854.291442
  nChanged 4
		SP:Iteration 36Q (81779.280000 sec): 3 clusters
  Score: Raw -9247508.615148 + Penalty 3653.205094 = -9243855.410054
  nChanged 1
		SP:Iteration 37Q (81779.790000 sec): 3 clusters
  Score: Raw -9247508.870273 + Penalty 3653.205094 = -9243855.665179
  nChanged 1
		SP:Iteration 38Q (81780.260000 sec): 3 clusters
  Score: Raw -9247509.226560 + Penalty 3653.205094 = -9243856.021466
  nChanged 3
		SP:Iteration 39Q (81780.730000 sec): 3 clusters
  Score: Raw -9247510.081424 + Penalty 3653.205094 = -9243856.876330
  nChanged 3
		SP:Iteration 40F (81781.230000 sec): 3 clusters
  Score: Raw -9247510.800118 + Penalty 3653.205094 = -9243857.595024
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81781.360000 sec): 2 clusters
  Score: Raw -453097.935980 + Penalty 1354.702389 = -451743.233590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81781.590000 sec): 3 clusters
  Score: Raw -451003.255293 + Penalty 2709.404778 = -448293.850515
  nChanged 1650
		SP:Iteration 1F (81781.780000 sec): 3 clusters
  Score: Raw -452193.668823 + Penalty 2709.404778 = -449484.264044
  nChanged 416
		SP:Iteration 2F (81781.940000 sec): 3 clusters
  Score: Raw -452701.433212 + Penalty 2709.404778 = -449992.028434
  nChanged 366
		SP:Iteration 3F (81782.160000 sec): 3 clusters
  Score: Raw -453143.162617 + Penalty 2709.404778 = -450433.757839
  nChanged 321
		SP:Iteration 4F (81782.350000 sec): 3 clusters
  Score: Raw -453482.223030 + Penalty 2709.404778 = -450772.818252
  nChanged 219
		SP:Iteration 5F (81782.530000 sec): 3 clusters
  Score: Raw -453655.397206 + Penalty 2709.404778 = -450945.992428
  nChanged 155
		SP:Iteration 6Q (81782.720000 sec): 3 clusters
  Score: Raw -453757.926191 + Penalty 2709.404778 = -451048.521412
  nChanged 111
		SP:Iteration 7Q (81782.910000 sec): 3 clusters
  Score: Raw -453817.027874 + Penalty 2709.404778 = -451107.623095
  nChanged 59
		SP:Iteration 8Q (81783.120000 sec): 3 clusters
  Score: Raw -453841.407696 + Penalty 2709.404778 = -451132.002917
  nChanged 33
		SP:Iteration 9Q (81783.290000 sec): 3 clusters
  Score: Raw -453853.529479 + Penalty 2709.404778 = -451144.124701
  nChanged 27
		SP:Iteration 10Q (81783.500000 sec): 3 clusters
  Score: Raw -453863.678670 + Penalty 2709.404778 = -451154.273891
  nChanged 20
		SP:Iteration 11Q (81783.720000 sec): 3 clusters
  Score: Raw -453868.865873 + Penalty 2709.404778 = -451159.461095
  nChanged 9
		SP:Iteration 12Q (81783.880000 sec): 3 clusters
  Score: Raw -453872.927976 + Penalty 2709.404778 = -451163.523198
  nChanged 10
		SP:Iteration 13Q (81784.080000 sec): 3 clusters
  Score: Raw -453875.493218 + Penalty 2709.404778 = -451166.088440
  nChanged 5
		SP:Iteration 14Q (81784.270000 sec): 3 clusters
  Score: Raw -453876.998988 + Penalty 2709.404778 = -451167.594209
  nChanged 5
		SP:Iteration 15Q (81784.430000 sec): 3 clusters
  Score: Raw -453878.102646 + Penalty 2709.404778 = -451168.697867
  nChanged 4
		SP:Iteration 16Q (81784.600000 sec): 3 clusters
  Score: Raw -453878.901217 + Penalty 2709.404778 = -451169.496439
  nChanged 3
		SP:Iteration 17Q (81784.800000 sec): 3 clusters
  Score: Raw -453879.660490 + Penalty 2709.404778 = -451170.255711
  nChanged 3
		SP:Iteration 18Q (81784.980000 sec): 3 clusters
  Score: Raw -453880.124411 + Penalty 2709.404778 = -451170.719632
  nChanged 0
		SP:Iteration 19F (81785.160000 sec): 3 clusters
  Score: Raw -453880.124411 + Penalty 2709.404778 = -451170.719632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81785.240000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81785.400000 sec): 3 clusters
  Score: Raw -54586.938728 + Penalty 1998.252196 = -52588.686532
  nChanged 91
		SP:Iteration 1F (81785.600000 sec): 3 clusters
  Score: Raw -54710.865073 + Penalty 1998.252196 = -52712.612876
  nChanged 27
		SP:Iteration 2F (81785.780000 sec): 3 clusters
  Score: Raw -54758.651095 + Penalty 1998.252196 = -52760.398899
  nChanged 10
		SP:Iteration 3Q (81785.960000 sec): 3 clusters
  Score: Raw -54774.167382 + Penalty 1998.252196 = -52775.915186
  nChanged 4
		SP:Iteration 4Q (81786.130000 sec): 3 clusters
  Score: Raw -54778.777930 + Penalty 1998.252196 = -52780.525734
  nChanged 3
		SP:Iteration 5Q (81786.340000 sec): 3 clusters
  Score: Raw -54780.642146 + Penalty 1998.252196 = -52782.389950
  nChanged 2
		SP:Iteration 6Q (81786.520000 sec): 3 clusters
  Score: Raw -54784.917086 + Penalty 1998.252196 = -52786.664890
  nChanged 3
		SP:Iteration 7Q (81786.700000 sec): 3 clusters
  Score: Raw -54789.155696 + Penalty 1998.252196 = -52790.903499
  nChanged 0
		SP:Iteration 8F (81786.910000 sec): 3 clusters
  Score: Raw -54789.155696 + Penalty 1998.252196 = -52790.903499
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81787.020000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81787.160000 sec): 3 clusters
  Score: Raw -65198.138016 + Penalty 2059.468363 = -63138.669653
  nChanged 146
		SP:Iteration 1F (81787.310000 sec): 3 clusters
  Score: Raw -65379.659190 + Penalty 2059.468363 = -63320.190828
  nChanged 36
		SP:Iteration 2F (81787.530000 sec): 3 clusters
  Score: Raw -65440.949812 + Penalty 2059.468363 = -63381.481449
  nChanged 18
		SP:Iteration 3Q (81787.750000 sec): 3 clusters
  Score: Raw -65475.625206 + Penalty 2059.468363 = -63416.156843
  nChanged 11
		SP:Iteration 4Q (81787.930000 sec): 3 clusters
  Score: Raw -65491.685619 + Penalty 2059.468363 = -63432.217256
  nChanged 11
		SP:Iteration 5Q (81788.100000 sec): 3 clusters
  Score: Raw -65504.993003 + Penalty 2059.468363 = -63445.524640
  nChanged 6
		SP:Iteration 6Q (81788.270000 sec): 3 clusters
  Score: Raw -65512.780285 + Penalty 2059.468363 = -63453.311923
  nChanged 5
		SP:Iteration 7Q (81788.470000 sec): 3 clusters
  Score: Raw -65521.947515 + Penalty 2059.468363 = -63462.479152
  nChanged 5
		SP:Iteration 8Q (81788.690000 sec): 3 clusters
  Score: Raw -65528.637957 + Penalty 2059.468363 = -63469.169595
  nChanged 3
		SP:Iteration 9Q (81788.860000 sec): 3 clusters
  Score: Raw -65535.568181 + Penalty 2059.468363 = -63476.099819
  nChanged 0
		SP:Iteration 10F (81789.050000 sec): 3 clusters
  Score: Raw -65535.568181 + Penalty 2059.468363 = -63476.099819
  nChanged 0
Iteration 179Q (81878.920000 sec): 66 clusters
  Score: Raw -223652531.129448 + Penalty 152791.978268 = -223499739.151180
  nChanged 1404
Iteration 180F (82077.700000 sec): 66 clusters
  Score: Raw -223653564.941080 + Penalty 152791.978268 = -223500772.962813
  nChanged 1879
Iteration 181Q (82213.780000 sec): 66 clusters
  Score: Raw -223654504.494422 + Penalty 152791.978268 = -223501712.516155
  nChanged 1796
Iteration 182Q (82341.410000 sec): 66 clusters
  Score: Raw -223655156.686876 + Penalty 152791.978268 = -223502364.708609
  nChanged 1754
Iteration 183Q (82490.020000 sec): 66 clusters
  Score: Raw -223655602.930061 + Penalty 152791.978268 = -223502810.951794
  nChanged 1710
Iteration 184Q (82630.400000 sec): 66 clusters
  Score: Raw -223655925.347633 + Penalty 152791.978268 = -223503133.369366
  nChanged 1646
Iteration 185Q (82768.770000 sec): 66 clusters
  Score: Raw -223656201.742866 + Penalty 152791.978268 = -223503409.764599
  nChanged 1549
Iteration 186Q (82920.610000 sec): 66 clusters
  Score: Raw -223656435.529036 + Penalty 152791.978268 = -223503643.550768
  nChanged 1413
Iteration 187Q (83077.700000 sec): 66 clusters
  Score: Raw -223656636.478231 + Penalty 152791.978268 = -223503844.499964
  nChanged 1361
Iteration 188Q (83218.300000 sec): 66 clusters
  Score: Raw -223656815.628176 + Penalty 152791.978268 = -223504023.649908
  nChanged 1265
Iteration 189Q (83349.840000 sec): 66 clusters
  Score: Raw -223656961.104136 + Penalty 152791.978268 = -223504169.125868
  nChanged 1192
Iteration 190Q (83484.400000 sec): 66 clusters
  Score: Raw -223657084.328796 + Penalty 152791.978268 = -223504292.350528
  nChanged 1122
Iteration 191Q (83619.960000 sec): 66 clusters
  Score: Raw -223657168.732287 + Penalty 152791.978268 = -223504376.754020
  nChanged 996
Iteration 192Q (83759.180000 sec): 66 clusters
  Score: Raw -223657237.257938 + Penalty 152791.978268 = -223504445.279671
  nChanged 867
Iteration 193Q (83894.520000 sec): 66 clusters
  Score: Raw -223657283.577197 + Penalty 152791.978268 = -223504491.598929
  nChanged 799
Iteration 194Q (84027.140000 sec): 66 clusters
  Score: Raw -223657320.037645 + Penalty 152791.978268 = -223504528.059377
  nChanged 715
Iteration 195Q (84164.550000 sec): 66 clusters
  Score: Raw -223657350.191933 + Penalty 152791.978268 = -223504558.213665
  nChanged 636
Iteration 196Q (84299.990000 sec): 66 clusters
  Score: Raw -223657374.406091 + Penalty 152791.978268 = -223504582.427823
  nChanged 546
Iteration 197Q (84439.230000 sec): 66 clusters
  Score: Raw -223657391.060241 + Penalty 152791.978268 = -223504599.081973
  nChanged 471
Iteration 198Q (84576.580000 sec): 66 clusters
  Score: Raw -223657404.828151 + Penalty 152791.978268 = -223504612.849884
  nChanged 456
Iteration 199Q (84712.530000 sec): 66 clusters
  Score: Raw -223657417.504594 + Penalty 152791.978268 = -223504625.526327
  nChanged 383
Iteration 200F (84911.930000 sec): 66 clusters
  Score: Raw -223657428.850897 + Penalty 152791.978268 = -223504636.872629
  nChanged 352
Iteration 201Q (85047.530000 sec): 66 clusters
  Score: Raw -223657437.929087 + Penalty 152791.978268 = -223504645.950819
  nChanged 334
Iteration 202Q (85186.250000 sec): 66 clusters
  Score: Raw -223657446.240683 + Penalty 152791.978268 = -223504654.262415
  nChanged 296
Iteration 203Q (85322.540000 sec): 66 clusters
  Score: Raw -223657454.651567 + Penalty 152791.978268 = -223504662.673299
  nChanged 291
Iteration 204Q (85462.920000 sec): 66 clusters
  Score: Raw -223657463.156513 + Penalty 152791.978268 = -223504671.178245
  nChanged 302
Iteration 205Q (85603.500000 sec): 66 clusters
  Score: Raw -223657471.694664 + Penalty 152791.978268 = -223504679.716396
  nChanged 277
Iteration 206Q (85741.070000 sec): 66 clusters
  Score: Raw -223657480.575288 + Penalty 152791.978268 = -223504688.597020
  nChanged 285
Iteration 207Q (85883.380000 sec): 66 clusters
  Score: Raw -223657489.317745 + Penalty 152791.978268 = -223504697.339477
  nChanged 285
Iteration 208Q (86012.740000 sec): 66 clusters
  Score: Raw -223657497.306448 + Penalty 152791.978268 = -223504705.328180
  nChanged 282
Iteration 209Q (86149.350000 sec): 66 clusters
  Score: Raw -223657505.664442 + Penalty 152791.978268 = -223504713.686175
  nChanged 263
Iteration 210Q (86288.690000 sec): 66 clusters
  Score: Raw -223657513.135439 + Penalty 152791.978268 = -223504721.157171
  nChanged 262
Iteration 211Q (86428.270000 sec): 66 clusters
  Score: Raw -223657520.622313 + Penalty 152791.978268 = -223504728.644046
  nChanged 260
Iteration 212Q (86569.160000 sec): 66 clusters
  Score: Raw -223657527.528234 + Penalty 152791.978268 = -223504735.549966
  nChanged 235
Iteration 213Q (86707.770000 sec): 66 clusters
  Score: Raw -223657533.191551 + Penalty 152791.978268 = -223504741.213283
  nChanged 188
Iteration 214Q (86861.860000 sec): 66 clusters
  Score: Raw -223657537.308735 + Penalty 152791.978268 = -223504745.330468
  nChanged 176
Iteration 215Q (87002.110000 sec): 66 clusters
  Score: Raw -223657542.313094 + Penalty 152791.978268 = -223504750.334826
  nChanged 195
Iteration 216Q (87136.190000 sec): 66 clusters
  Score: Raw -223657547.071226 + Penalty 152791.978268 = -223504755.092958
  nChanged 181
Iteration 217Q (87274.870000 sec): 66 clusters
  Score: Raw -223657551.925034 + Penalty 152791.978268 = -223504759.946766
  nChanged 210
Iteration 218Q (87406.510000 sec): 66 clusters
  Score: Raw -223657557.139326 + Penalty 152791.978268 = -223504765.161058
  nChanged 195
Writing temp clu file 
Because OldScore, -223504759.946766, is greater than current (better) Score,-223504765.161058 
 Compute initial score before splitting:   Score: Raw -223657557.139326 + Penalty 152791.978268 = -223504765.161058
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (356119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87408.830000 sec): 2 clusters
  Score: Raw -42641269.214030 + Penalty 2077.240786 = -42639191.973244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87410.760000 sec): 3 clusters
  Score: Raw -42402231.778727 + Penalty 4154.481573 = -42398077.297154
  nChanged 174192
		SP:Iteration 1F (87412.590000 sec): 3 clusters
  Score: Raw -42507745.605573 + Penalty 4154.481573 = -42503591.124000
  nChanged 12485
		SP:Iteration 2Q (87414.460000 sec): 3 clusters
  Score: Raw -42512270.792518 + Penalty 4154.481573 = -42508116.310945
  nChanged 16111
		SP:Iteration 3Q (87416.410000 sec): 3 clusters
  Score: Raw -42520193.118714 + Penalty 4154.481573 = -42516038.637141
  nChanged 21784
		SP:Iteration 4F (87418.130000 sec): 3 clusters
  Score: Raw -42534494.218381 + Penalty 4154.481573 = -42530339.736808
  nChanged 28315
		SP:Iteration 5F (87420.130000 sec): 3 clusters
  Score: Raw -42557662.585633 + Penalty 4154.481573 = -42553508.104060
  nChanged 32000
		SP:Iteration 6F (87422.120000 sec): 3 clusters
  Score: Raw -42587512.016079 + Penalty 4154.481573 = -42583357.534506
  nChanged 28187
		SP:Iteration 7F (87424.060000 sec): 3 clusters
  Score: Raw -42614826.661278 + Penalty 4154.481573 = -42610672.179705
  nChanged 17559
		SP:Iteration 8Q (87425.820000 sec): 3 clusters
  Score: Raw -42631441.287341 + Penalty 4154.481573 = -42627286.805769
  nChanged 7737
		SP:Iteration 9Q (87427.530000 sec): 3 clusters
  Score: Raw -42638335.043270 + Penalty 4154.481573 = -42634180.561698
  nChanged 2508
		SP:Iteration 10Q (87429.170000 sec): 3 clusters
  Score: Raw -42640451.913054 + Penalty 4154.481573 = -42636297.431481
  nChanged 702
		SP:Iteration 11Q (87431.070000 sec): 3 clusters
  Score: Raw -42641071.011035 + Penalty 4154.481573 = -42636916.529463
  nChanged 229
		SP:Iteration 12Q (87432.900000 sec): 3 clusters
  Score: Raw -42641288.330274 + Penalty 4154.481573 = -42637133.848702
  nChanged 77
		SP:Iteration 13Q (87434.910000 sec): 3 clusters
  Score: Raw -42641365.889553 + Penalty 4154.481573 = -42637211.407980
  nChanged 29
		SP:Iteration 14Q (87436.900000 sec): 3 clusters
  Score: Raw -42641394.646316 + Penalty 4154.481573 = -42637240.164743
  nChanged 12
		SP:Iteration 15Q (87439.050000 sec): 3 clusters
  Score: Raw -42641406.667461 + Penalty 4154.481573 = -42637252.185889
  nChanged 10
		SP:Iteration 16Q (87440.610000 sec): 3 clusters
  Score: Raw -42641414.149522 + Penalty 4154.481573 = -42637259.667950
  nChanged 6
		SP:Iteration 17Q (87442.160000 sec): 3 clusters
  Score: Raw -42641422.281097 + Penalty 4154.481573 = -42637267.799525
  nChanged 6
		SP:Iteration 18Q (87443.690000 sec): 3 clusters
  Score: Raw -42641431.652621 + Penalty 4154.481573 = -42637277.171048
  nChanged 9
		SP:Iteration 19Q (87445.270000 sec): 3 clusters
  Score: Raw -42641441.254906 + Penalty 4154.481573 = -42637286.773333
  nChanged 5
		SP:Iteration 20F (87447.160000 sec): 3 clusters
  Score: Raw -42641445.910460 + Penalty 4154.481573 = -42637291.428887
  nChanged 7
		SP:Iteration 21Q (87448.930000 sec): 3 clusters
  Score: Raw -42641458.678480 + Penalty 4154.481573 = -42637304.196907
  nChanged 6
		SP:Iteration 22Q (87450.590000 sec): 3 clusters
  Score: Raw -42641471.382962 + Penalty 4154.481573 = -42637316.901389
  nChanged 6
		SP:Iteration 23Q (87452.090000 sec): 3 clusters
  Score: Raw -42641475.868581 + Penalty 4154.481573 = -42637321.387008
  nChanged 2
		SP:Iteration 24Q (87453.630000 sec): 3 clusters
  Score: Raw -42641478.344200 + Penalty 4154.481573 = -42637323.862627
  nChanged 1
		SP:Iteration 25Q (87455.100000 sec): 3 clusters
  Score: Raw -42641479.119932 + Penalty 4154.481573 = -42637324.638359
  nChanged 3
		SP:Iteration 26Q (87456.610000 sec): 3 clusters
  Score: Raw -42641483.338637 + Penalty 4154.481573 = -42637328.857065
  nChanged 2
		SP:Iteration 27Q (87458.220000 sec): 3 clusters
  Score: Raw -42641484.874367 + Penalty 4154.481573 = -42637330.392794
  nChanged 0
		SP:Iteration 28F (87460.060000 sec): 3 clusters
  Score: Raw -42641484.874367 + Penalty 4154.481573 = -42637330.392794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87460.360000 sec): 2 clusters
  Score: Raw -1315841.336979 + Penalty 1511.887290 = -1314329.449689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87460.590000 sec): 3 clusters
  Score: Raw -1309508.973669 + Penalty 3023.774580 = -1306485.199089
  nChanged 4835
		SP:Iteration 1F (87460.860000 sec): 3 clusters
  Score: Raw -1312208.547319 + Penalty 3023.774580 = -1309184.772739
  nChanged 628
		SP:Iteration 2F (87461.060000 sec): 3 clusters
  Score: Raw -1312472.733515 + Penalty 3023.774580 = -1309448.958935
  nChanged 559
		SP:Iteration 3F (87461.320000 sec): 3 clusters
  Score: Raw -1312716.528935 + Penalty 3023.774580 = -1309692.754354
  nChanged 473
		SP:Iteration 4Q (87461.590000 sec): 3 clusters
  Score: Raw -1312914.690594 + Penalty 3023.774580 = -1309890.916014
  nChanged 423
		SP:Iteration 5Q (87461.840000 sec): 3 clusters
  Score: Raw -1313094.196142 + Penalty 3023.774580 = -1310070.421562
  nChanged 420
		SP:Iteration 6Q (87462.090000 sec): 3 clusters
  Score: Raw -1313265.708737 + Penalty 3023.774580 = -1310241.934156
  nChanged 374
		SP:Iteration 7Q (87462.320000 sec): 3 clusters
  Score: Raw -1313411.845024 + Penalty 3023.774580 = -1310388.070444
  nChanged 362
		SP:Iteration 8Q (87462.510000 sec): 3 clusters
  Score: Raw -1313573.382509 + Penalty 3023.774580 = -1310549.607929
  nChanged 368
		SP:Iteration 9Q (87462.750000 sec): 3 clusters
  Score: Raw -1313755.653847 + Penalty 3023.774580 = -1310731.879267
  nChanged 385
		SP:Iteration 10Q (87462.980000 sec): 3 clusters
  Score: Raw -1313966.139161 + Penalty 3023.774580 = -1310942.364581
  nChanged 392
		SP:Iteration 11Q (87463.220000 sec): 3 clusters
  Score: Raw -1314175.796116 + Penalty 3023.774580 = -1311152.021536
  nChanged 355
		SP:Iteration 12Q (87463.440000 sec): 3 clusters
  Score: Raw -1314366.417318 + Penalty 3023.774580 = -1311342.642738
  nChanged 326
		SP:Iteration 13Q (87463.690000 sec): 3 clusters
  Score: Raw -1314531.868623 + Penalty 3023.774580 = -1311508.094043
  nChanged 295
		SP:Iteration 14Q (87463.860000 sec): 3 clusters
  Score: Raw -1314657.356624 + Penalty 3023.774580 = -1311633.582043
  nChanged 236
		SP:Iteration 15Q (87464.100000 sec): 3 clusters
  Score: Raw -1314744.426678 + Penalty 3023.774580 = -1311720.652098
  nChanged 183
		SP:Iteration 16Q (87464.360000 sec): 3 clusters
  Score: Raw -1314801.812842 + Penalty 3023.774580 = -1311778.038261
  nChanged 120
		SP:Iteration 17Q (87464.640000 sec): 3 clusters
  Score: Raw -1314839.163790 + Penalty 3023.774580 = -1311815.389210
  nChanged 114
		SP:Iteration 18Q (87464.810000 sec): 3 clusters
  Score: Raw -1314867.479168 + Penalty 3023.774580 = -1311843.704588
  nChanged 95
		SP:Iteration 19Q (87465.030000 sec): 3 clusters
  Score: Raw -1314888.133677 + Penalty 3023.774580 = -1311864.359096
  nChanged 72
		SP:Iteration 20F (87465.270000 sec): 3 clusters
  Score: Raw -1314903.629605 + Penalty 3023.774580 = -1311879.855024
  nChanged 72
		SP:Iteration 21Q (87465.540000 sec): 3 clusters
  Score: Raw -1314920.527128 + Penalty 3023.774580 = -1311896.752548
  nChanged 77
		SP:Iteration 22Q (87465.810000 sec): 3 clusters
  Score: Raw -1314936.449650 + Penalty 3023.774580 = -1311912.675069
  nChanged 69
		SP:Iteration 23Q (87466.030000 sec): 3 clusters
  Score: Raw -1314950.115466 + Penalty 3023.774580 = -1311926.340885
  nChanged 72
		SP:Iteration 24Q (87466.300000 sec): 3 clusters
  Score: Raw -1314965.846096 + Penalty 3023.774580 = -1311942.071516
  nChanged 87
		SP:Iteration 25Q (87466.500000 sec): 3 clusters
  Score: Raw -1314990.276052 + Penalty 3023.774580 = -1311966.501472
  nChanged 105
		SP:Iteration 26Q (87466.750000 sec): 3 clusters
  Score: Raw -1315023.100597 + Penalty 3023.774580 = -1311999.326017
  nChanged 113
		SP:Iteration 27Q (87467.020000 sec): 3 clusters
  Score: Raw -1315058.946120 + Penalty 3023.774580 = -1312035.171539
  nChanged 102
		SP:Iteration 28Q (87467.230000 sec): 3 clusters
  Score: Raw -1315089.942327 + Penalty 3023.774580 = -1312066.167747
  nChanged 102
		SP:Iteration 29Q (87467.440000 sec): 3 clusters
  Score: Raw -1315116.433238 + Penalty 3023.774580 = -1312092.658658
  nChanged 99
		SP:Iteration 30Q (87467.660000 sec): 3 clusters
  Score: Raw -1315146.980853 + Penalty 3023.774580 = -1312123.206273
  nChanged 105
		SP:Iteration 31Q (87467.920000 sec): 3 clusters
  Score: Raw -1315177.079908 + Penalty 3023.774580 = -1312153.305328
  nChanged 107
		SP:Iteration 32Q (87468.170000 sec): 3 clusters
  Score: Raw -1315211.833150 + Penalty 3023.774580 = -1312188.058570
  nChanged 115
		SP:Iteration 33Q (87468.390000 sec): 3 clusters
  Score: Raw -1315253.612061 + Penalty 3023.774580 = -1312229.837480
  nChanged 115
		SP:Iteration 34Q (87468.610000 sec): 3 clusters
  Score: Raw -1315295.449148 + Penalty 3023.774580 = -1312271.674568
  nChanged 98
		SP:Iteration 35Q (87468.830000 sec): 3 clusters
  Score: Raw -1315327.648541 + Penalty 3023.774580 = -1312303.873961
  nChanged 94
		SP:Iteration 36Q (87469.030000 sec): 3 clusters
  Score: Raw -1315361.650161 + Penalty 3023.774580 = -1312337.875581
  nChanged 98
		SP:Iteration 37Q (87469.290000 sec): 3 clusters
  Score: Raw -1315398.759176 + Penalty 3023.774580 = -1312374.984596
  nChanged 97
		SP:Iteration 38Q (87469.510000 sec): 3 clusters
  Score: Raw -1315440.630760 + Penalty 3023.774580 = -1312416.856179
  nChanged 96
		SP:Iteration 39Q (87469.750000 sec): 3 clusters
  Score: Raw -1315486.933194 + Penalty 3023.774580 = -1312463.158614
  nChanged 103
		SP:Iteration 40F (87470.040000 sec): 3 clusters
  Score: Raw -1315533.925011 + Penalty 3023.774580 = -1312510.150430
  nChanged 99
		SP:Iteration 41Q (87470.270000 sec): 3 clusters
  Score: Raw -1315573.776487 + Penalty 3023.774580 = -1312550.001906
  nChanged 104
		SP:Iteration 42Q (87470.450000 sec): 3 clusters
  Score: Raw -1315623.306290 + Penalty 3023.774580 = -1312599.531710
  nChanged 112
		SP:Iteration 43Q (87470.720000 sec): 3 clusters
  Score: Raw -1315678.007899 + Penalty 3023.774580 = -1312654.233319
  nChanged 85
		SP:Iteration 44Q (87470.930000 sec): 3 clusters
  Score: Raw -1315718.332794 + Penalty 3023.774580 = -1312694.558213
  nChanged 85
		SP:Iteration 45Q (87471.170000 sec): 3 clusters
  Score: Raw -1315775.148790 + Penalty 3023.774580 = -1312751.374210
  nChanged 84
		SP:Iteration 46Q (87471.430000 sec): 3 clusters
  Score: Raw -1315841.342345 + Penalty 3023.774580 = -1312817.567765
  nChanged 84
		SP:Iteration 47Q (87471.660000 sec): 3 clusters
  Score: Raw -1315910.479555 + Penalty 3023.774580 = -1312886.704975
  nChanged 89
		SP:Iteration 48Q (87471.890000 sec): 3 clusters
  Score: Raw -1315992.635361 + Penalty 3023.774580 = -1312968.860781
  nChanged 81
		SP:Iteration 49Q (87472.150000 sec): 3 clusters
  Score: Raw -1316074.808376 + Penalty 3023.774580 = -1313051.033796
  nChanged 76
		SP:Iteration 50Q (87472.360000 sec): 3 clusters
  Score: Raw -1316150.477142 + Penalty 3023.774580 = -1313126.702561
  nChanged 72
		SP:Iteration 51Q (87472.630000 sec): 3 clusters
  Score: Raw -1316203.628706 + Penalty 3023.774580 = -1313179.854126
  nChanged 58
		SP:Iteration 52Q (87472.860000 sec): 3 clusters
  Score: Raw -1316245.805385 + Penalty 3023.774580 = -1313222.030805
  nChanged 56
		SP:Iteration 53Q (87473.090000 sec): 3 clusters
  Score: Raw -1316286.195650 + Penalty 3023.774580 = -1313262.421069
  nChanged 50
		SP:Iteration 54Q (87473.350000 sec): 3 clusters
  Score: Raw -1316317.191344 + Penalty 3023.774580 = -1313293.416764
  nChanged 40
		SP:Iteration 55Q (87473.670000 sec): 3 clusters
  Score: Raw -1316340.195781 + Penalty 3023.774580 = -1313316.421200
  nChanged 38
		SP:Iteration 56Q (87473.910000 sec): 3 clusters
  Score: Raw -1316361.598928 + Penalty 3023.774580 = -1313337.824347
  nChanged 30
		SP:Iteration 57Q (87474.140000 sec): 3 clusters
  Score: Raw -1316378.368340 + Penalty 3023.774580 = -1313354.593760
  nChanged 26
		SP:Iteration 58Q (87474.350000 sec): 3 clusters
  Score: Raw -1316391.341023 + Penalty 3023.774580 = -1313367.566443
  nChanged 13
		SP:Iteration 59Q (87474.580000 sec): 3 clusters
  Score: Raw -1316394.362331 + Penalty 3023.774580 = -1313370.587751
  nChanged 10
		SP:Iteration 60F (87474.900000 sec): 3 clusters
  Score: Raw -1316400.131039 + Penalty 3023.774580 = -1313376.356459
  nChanged 9
		SP:Iteration 61Q (87475.090000 sec): 3 clusters
  Score: Raw -1316403.565046 + Penalty 3023.774580 = -1313379.790466
  nChanged 10
		SP:Iteration 62Q (87475.380000 sec): 3 clusters
  Score: Raw -1316407.353559 + Penalty 3023.774580 = -1313383.578979
  nChanged 9
		SP:Iteration 63Q (87475.570000 sec): 3 clusters
  Score: Raw -1316409.886359 + Penalty 3023.774580 = -1313386.111779
  nChanged 7
		SP:Iteration 64Q (87475.790000 sec): 3 clusters
  Score: Raw -1316412.622274 + Penalty 3023.774580 = -1313388.847694
  nChanged 9
		SP:Iteration 65Q (87476.030000 sec): 3 clusters
  Score: Raw -1316415.526654 + Penalty 3023.774580 = -1313391.752073
  nChanged 8
		SP:Iteration 66Q (87476.270000 sec): 3 clusters
  Score: Raw -1316419.251743 + Penalty 3023.774580 = -1313395.477162
  nChanged 8
		SP:Iteration 67Q (87476.530000 sec): 3 clusters
  Score: Raw -1316422.524976 + Penalty 3023.774580 = -1313398.750395
  nChanged 9
		SP:Iteration 68Q (87476.790000 sec): 3 clusters
  Score: Raw -1316425.231561 + Penalty 3023.774580 = -1313401.456980
  nChanged 2
		SP:Iteration 69Q (87477.020000 sec): 3 clusters
  Score: Raw -1316425.560162 + Penalty 3023.774580 = -1313401.785582
  nChanged 1
		SP:Iteration 70Q (87477.230000 sec): 3 clusters
  Score: Raw -1316425.824885 + Penalty 3023.774580 = -1313402.050305
  nChanged 0
		SP:Iteration 71F (87477.410000 sec): 3 clusters
  Score: Raw -1316425.824885 + Penalty 3023.774580 = -1313402.050305
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87477.540000 sec): 2 clusters
  Score: Raw -945429.630091 + Penalty 1442.597236 = -943987.032854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87477.740000 sec): 3 clusters
  Score: Raw -941513.178359 + Penalty 2885.194473 = -938627.983887
  nChanged 3009
		SP:Iteration 1F (87477.930000 sec): 3 clusters
  Score: Raw -943076.285239 + Penalty 2885.194473 = -940191.090767
  nChanged 382
		SP:Iteration 2F (87478.130000 sec): 3 clusters
  Score: Raw -943228.161922 + Penalty 2885.194473 = -940342.967449
  nChanged 306
		SP:Iteration 3Q (87478.310000 sec): 3 clusters
  Score: Raw -943341.695895 + Penalty 2885.194473 = -940456.501422
  nChanged 243
		SP:Iteration 4Q (87478.550000 sec): 3 clusters
  Score: Raw -943429.304638 + Penalty 2885.194473 = -940544.110166
  nChanged 206
		SP:Iteration 5Q (87478.730000 sec): 3 clusters
  Score: Raw -943495.735094 + Penalty 2885.194473 = -940610.540621
  nChanged 188
		SP:Iteration 6Q (87478.950000 sec): 3 clusters
  Score: Raw -943560.326132 + Penalty 2885.194473 = -940675.131660
  nChanged 193
		SP:Iteration 7Q (87479.220000 sec): 3 clusters
  Score: Raw -943632.674971 + Penalty 2885.194473 = -940747.480498
  nChanged 174
		SP:Iteration 8Q (87479.420000 sec): 3 clusters
  Score: Raw -943697.627322 + Penalty 2885.194473 = -940812.432849
  nChanged 183
		SP:Iteration 9Q (87479.670000 sec): 3 clusters
  Score: Raw -943773.772645 + Penalty 2885.194473 = -940888.578172
  nChanged 203
		SP:Iteration 10Q (87479.870000 sec): 3 clusters
  Score: Raw -943873.558925 + Penalty 2885.194473 = -940988.364452
  nChanged 235
		SP:Iteration 11Q (87480.120000 sec): 3 clusters
  Score: Raw -944000.801979 + Penalty 2885.194473 = -941115.607506
  nChanged 269
		SP:Iteration 12Q (87480.370000 sec): 3 clusters
  Score: Raw -944157.905386 + Penalty 2885.194473 = -941272.710913
  nChanged 271
		SP:Iteration 13Q (87480.550000 sec): 3 clusters
  Score: Raw -944338.751138 + Penalty 2885.194473 = -941453.556666
  nChanged 299
		SP:Iteration 14Q (87480.840000 sec): 3 clusters
  Score: Raw -944555.420594 + Penalty 2885.194473 = -941670.226121
  nChanged 294
		SP:Iteration 15Q (87481.060000 sec): 3 clusters
  Score: Raw -944785.365681 + Penalty 2885.194473 = -941900.171209
  nChanged 266
		SP:Iteration 16Q (87481.330000 sec): 3 clusters
  Score: Raw -945012.221897 + Penalty 2885.194473 = -942127.027425
  nChanged 201
		SP:Iteration 17Q (87481.570000 sec): 3 clusters
  Score: Raw -945189.479227 + Penalty 2885.194473 = -942304.284754
  nChanged 139
		SP:Iteration 18Q (87481.770000 sec): 3 clusters
  Score: Raw -945318.085230 + Penalty 2885.194473 = -942432.890757
  nChanged 85
		SP:Iteration 19Q (87481.990000 sec): 3 clusters
  Score: Raw -945405.670527 + Penalty 2885.194473 = -942520.476055
  nChanged 56
		SP:Iteration 20F (87482.220000 sec): 3 clusters
  Score: Raw -945457.208953 + Penalty 2885.194473 = -942572.014480
  nChanged 36
		SP:Iteration 21Q (87482.460000 sec): 3 clusters
  Score: Raw -945496.932475 + Penalty 2885.194473 = -942611.738003
  nChanged 24
		SP:Iteration 22Q (87482.660000 sec): 3 clusters
  Score: Raw -945519.069783 + Penalty 2885.194473 = -942633.875311
  nChanged 15
		SP:Iteration 23Q (87482.830000 sec): 3 clusters
  Score: Raw -945533.259227 + Penalty 2885.194473 = -942648.064754
  nChanged 8
		SP:Iteration 24Q (87483.040000 sec): 3 clusters
  Score: Raw -945540.769211 + Penalty 2885.194473 = -942655.574739
  nChanged 12
		SP:Iteration 25Q (87483.290000 sec): 3 clusters
  Score: Raw -945548.865989 + Penalty 2885.194473 = -942663.671516
  nChanged 6
		SP:Iteration 26Q (87483.540000 sec): 3 clusters
  Score: Raw -945554.787632 + Penalty 2885.194473 = -942669.593160
  nChanged 5
		SP:Iteration 27Q (87483.740000 sec): 3 clusters
  Score: Raw -945558.760933 + Penalty 2885.194473 = -942673.566460
  nChanged 4
		SP:Iteration 28Q (87483.990000 sec): 3 clusters
  Score: Raw -945563.019561 + Penalty 2885.194473 = -942677.825089
  nChanged 2
		SP:Iteration 29Q (87484.230000 sec): 3 clusters
  Score: Raw -945565.279029 + Penalty 2885.194473 = -942680.084556
  nChanged 2
		SP:Iteration 30Q (87484.430000 sec): 3 clusters
  Score: Raw -945567.154838 + Penalty 2885.194473 = -942681.960366
  nChanged 4
		SP:Iteration 31Q (87484.630000 sec): 3 clusters
  Score: Raw -945570.734105 + Penalty 2885.194473 = -942685.539633
  nChanged 2
		SP:Iteration 32Q (87484.870000 sec): 3 clusters
  Score: Raw -945572.309000 + Penalty 2885.194473 = -942687.114527
  nChanged 0
		SP:Iteration 33F (87485.140000 sec): 3 clusters
  Score: Raw -945572.309000 + Penalty 2885.194473 = -942687.114527
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87485.250000 sec): 2 clusters
  Score: Raw -1072505.076409 + Penalty 1478.290397 = -1071026.786012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87485.510000 sec): 3 clusters
  Score: Raw -1067497.441019 + Penalty 2956.580794 = -1064540.860225
  nChanged 3891
		SP:Iteration 1F (87485.710000 sec): 3 clusters
  Score: Raw -1069669.046318 + Penalty 2956.580794 = -1066712.465524
  nChanged 612
		SP:Iteration 2F (87485.910000 sec): 3 clusters
  Score: Raw -1070020.942197 + Penalty 2956.580794 = -1067064.361403
  nChanged 536
		SP:Iteration 3F (87486.160000 sec): 3 clusters
  Score: Raw -1070307.361464 + Penalty 2956.580794 = -1067350.780670
  nChanged 442
		SP:Iteration 4Q (87486.380000 sec): 3 clusters
  Score: Raw -1070517.802127 + Penalty 2956.580794 = -1067561.221333
  nChanged 409
		SP:Iteration 5Q (87486.600000 sec): 3 clusters
  Score: Raw -1070724.059695 + Penalty 2956.580794 = -1067767.478901
  nChanged 382
		SP:Iteration 6Q (87486.810000 sec): 3 clusters
  Score: Raw -1070903.276627 + Penalty 2956.580794 = -1067946.695833
  nChanged 329
		SP:Iteration 7Q (87487.050000 sec): 3 clusters
  Score: Raw -1071069.137934 + Penalty 2956.580794 = -1068112.557140
  nChanged 308
		SP:Iteration 8Q (87487.270000 sec): 3 clusters
  Score: Raw -1071226.751744 + Penalty 2956.580794 = -1068270.170950
  nChanged 299
		SP:Iteration 9Q (87487.520000 sec): 3 clusters
  Score: Raw -1071386.763877 + Penalty 2956.580794 = -1068430.183083
  nChanged 314
		SP:Iteration 10Q (87487.720000 sec): 3 clusters
  Score: Raw -1071583.896296 + Penalty 2956.580794 = -1068627.315502
  nChanged 313
		SP:Iteration 11Q (87487.940000 sec): 3 clusters
  Score: Raw -1071785.945175 + Penalty 2956.580794 = -1068829.364381
  nChanged 314
		SP:Iteration 12Q (87488.190000 sec): 3 clusters
  Score: Raw -1071974.963734 + Penalty 2956.580794 = -1069018.382940
  nChanged 261
		SP:Iteration 13Q (87488.380000 sec): 3 clusters
  Score: Raw -1072106.834887 + Penalty 2956.580794 = -1069150.254093
  nChanged 239
		SP:Iteration 14Q (87488.600000 sec): 3 clusters
  Score: Raw -1072215.191604 + Penalty 2956.580794 = -1069258.610810
  nChanged 196
		SP:Iteration 15Q (87488.840000 sec): 3 clusters
  Score: Raw -1072305.629968 + Penalty 2956.580794 = -1069349.049174
  nChanged 155
		SP:Iteration 16Q (87489.080000 sec): 3 clusters
  Score: Raw -1072367.224388 + Penalty 2956.580794 = -1069410.643594
  nChanged 149
		SP:Iteration 17Q (87489.300000 sec): 3 clusters
  Score: Raw -1072435.761157 + Penalty 2956.580794 = -1069479.180363
  nChanged 148
		SP:Iteration 18Q (87489.500000 sec): 3 clusters
  Score: Raw -1072494.573728 + Penalty 2956.580794 = -1069537.992934
  nChanged 121
		SP:Iteration 19Q (87489.730000 sec): 3 clusters
  Score: Raw -1072540.105976 + Penalty 2956.580794 = -1069583.525182
  nChanged 98
		SP:Iteration 20F (87489.980000 sec): 3 clusters
  Score: Raw -1072571.263493 + Penalty 2956.580794 = -1069614.682699
  nChanged 85
		SP:Iteration 21Q (87490.170000 sec): 3 clusters
  Score: Raw -1072599.050598 + Penalty 2956.580794 = -1069642.469804
  nChanged 62
		SP:Iteration 22Q (87490.370000 sec): 3 clusters
  Score: Raw -1072614.672628 + Penalty 2956.580794 = -1069658.091834
  nChanged 51
		SP:Iteration 23Q (87490.580000 sec): 3 clusters
  Score: Raw -1072629.048755 + Penalty 2956.580794 = -1069672.467961
  nChanged 52
		SP:Iteration 24Q (87490.790000 sec): 3 clusters
  Score: Raw -1072644.440736 + Penalty 2956.580794 = -1069687.859942
  nChanged 61
		SP:Iteration 25Q (87491.000000 sec): 3 clusters
  Score: Raw -1072663.735155 + Penalty 2956.580794 = -1069707.154361
  nChanged 66
		SP:Iteration 26Q (87491.230000 sec): 3 clusters
  Score: Raw -1072684.022652 + Penalty 2956.580794 = -1069727.441858
  nChanged 58
		SP:Iteration 27Q (87491.470000 sec): 3 clusters
  Score: Raw -1072699.498647 + Penalty 2956.580794 = -1069742.917853
  nChanged 52
		SP:Iteration 28Q (87491.740000 sec): 3 clusters
  Score: Raw -1072714.971362 + Penalty 2956.580794 = -1069758.390568
  nChanged 49
		SP:Iteration 29Q (87491.980000 sec): 3 clusters
  Score: Raw -1072731.012176 + Penalty 2956.580794 = -1069774.431382
  nChanged 36
		SP:Iteration 30Q (87492.210000 sec): 3 clusters
  Score: Raw -1072740.273305 + Penalty 2956.580794 = -1069783.692511
  nChanged 30
		SP:Iteration 31Q (87492.440000 sec): 3 clusters
  Score: Raw -1072748.646745 + Penalty 2956.580794 = -1069792.065951
  nChanged 24
		SP:Iteration 32Q (87492.690000 sec): 3 clusters
  Score: Raw -1072755.278115 + Penalty 2956.580794 = -1069798.697321
  nChanged 24
		SP:Iteration 33Q (87492.870000 sec): 3 clusters
  Score: Raw -1072763.432074 + Penalty 2956.580794 = -1069806.851280
  nChanged 29
		SP:Iteration 34Q (87493.090000 sec): 3 clusters
  Score: Raw -1072771.309136 + Penalty 2956.580794 = -1069814.728342
  nChanged 29
		SP:Iteration 35Q (87493.370000 sec): 3 clusters
  Score: Raw -1072780.661915 + Penalty 2956.580794 = -1069824.081121
  nChanged 36
		SP:Iteration 36Q (87493.550000 sec): 3 clusters
  Score: Raw -1072791.355870 + Penalty 2956.580794 = -1069834.775076
  nChanged 26
		SP:Iteration 37Q (87493.830000 sec): 3 clusters
  Score: Raw -1072797.441260 + Penalty 2956.580794 = -1069840.860466
  nChanged 27
		SP:Iteration 38Q (87494.090000 sec): 3 clusters
  Score: Raw -1072804.794459 + Penalty 2956.580794 = -1069848.213665
  nChanged 19
		SP:Iteration 39Q (87494.310000 sec): 3 clusters
  Score: Raw -1072811.369366 + Penalty 2956.580794 = -1069854.788572
  nChanged 18
		SP:Iteration 40F (87494.520000 sec): 3 clusters
  Score: Raw -1072819.786402 + Penalty 2956.580794 = -1069863.205608
  nChanged 22
		SP:Iteration 41Q (87494.710000 sec): 3 clusters
  Score: Raw -1072829.134299 + Penalty 2956.580794 = -1069872.553505
  nChanged 25
		SP:Iteration 42Q (87494.950000 sec): 3 clusters
  Score: Raw -1072836.292995 + Penalty 2956.580794 = -1069879.712201
  nChanged 21
		SP:Iteration 43Q (87495.230000 sec): 3 clusters
  Score: Raw -1072845.328781 + Penalty 2956.580794 = -1069888.747987
  nChanged 23
		SP:Iteration 44Q (87495.500000 sec): 3 clusters
  Score: Raw -1072853.395936 + Penalty 2956.580794 = -1069896.815142
  nChanged 14
		SP:Iteration 45Q (87495.770000 sec): 3 clusters
  Score: Raw -1072857.253885 + Penalty 2956.580794 = -1069900.673091
  nChanged 10
		SP:Iteration 46Q (87496.030000 sec): 3 clusters
  Score: Raw -1072859.429595 + Penalty 2956.580794 = -1069902.848801
  nChanged 11
		SP:Iteration 47Q (87496.210000 sec): 3 clusters
  Score: Raw -1072862.601720 + Penalty 2956.580794 = -1069906.020926
  nChanged 6
		SP:Iteration 48Q (87496.480000 sec): 3 clusters
  Score: Raw -1072864.422186 + Penalty 2956.580794 = -1069907.841392
  nChanged 8
		SP:Iteration 49Q (87496.670000 sec): 3 clusters
  Score: Raw -1072867.511737 + Penalty 2956.580794 = -1069910.930943
  nChanged 10
		SP:Iteration 50Q (87496.910000 sec): 3 clusters
  Score: Raw -1072869.654993 + Penalty 2956.580794 = -1069913.074199
  nChanged 4
		SP:Iteration 51Q (87497.090000 sec): 3 clusters
  Score: Raw -1072870.950387 + Penalty 2956.580794 = -1069914.369593
  nChanged 7
		SP:Iteration 52Q (87497.310000 sec): 3 clusters
  Score: Raw -1072873.121451 + Penalty 2956.580794 = -1069916.540657
  nChanged 7
		SP:Iteration 53Q (87497.580000 sec): 3 clusters
  Score: Raw -1072874.772367 + Penalty 2956.580794 = -1069918.191573
  nChanged 6
		SP:Iteration 54Q (87497.800000 sec): 3 clusters
  Score: Raw -1072876.198096 + Penalty 2956.580794 = -1069919.617302
  nChanged 6
		SP:Iteration 55Q (87498.050000 sec): 3 clusters
  Score: Raw -1072877.367498 + Penalty 2956.580794 = -1069920.786704
  nChanged 7
		SP:Iteration 56Q (87498.330000 sec): 3 clusters
  Score: Raw -1072879.294832 + Penalty 2956.580794 = -1069922.714038
  nChanged 5
		SP:Iteration 57Q (87498.600000 sec): 3 clusters
  Score: Raw -1072880.584147 + Penalty 2956.580794 = -1069924.003353
  nChanged 3
		SP:Iteration 58Q (87498.850000 sec): 3 clusters
  Score: Raw -1072881.333393 + Penalty 2956.580794 = -1069924.752599
  nChanged 3
		SP:Iteration 59Q (87499.100000 sec): 3 clusters
  Score: Raw -1072882.673459 + Penalty 2956.580794 = -1069926.092665
  nChanged 3
		SP:Iteration 60F (87499.260000 sec): 3 clusters
  Score: Raw -1072883.558797 + Penalty 2956.580794 = -1069926.978003
  nChanged 2
		SP:Iteration 61Q (87499.500000 sec): 3 clusters
  Score: Raw -1072884.112178 + Penalty 2956.580794 = -1069927.531384
  nChanged 3
		SP:Iteration 62Q (87499.710000 sec): 3 clusters
  Score: Raw -1072884.882873 + Penalty 2956.580794 = -1069928.302079
  nChanged 4
		SP:Iteration 63Q (87499.920000 sec): 3 clusters
  Score: Raw -1072886.258644 + Penalty 2956.580794 = -1069929.677850
  nChanged 4
		SP:Iteration 64Q (87500.230000 sec): 3 clusters
  Score: Raw -1072887.659379 + Penalty 2956.580794 = -1069931.078585
  nChanged 4
		SP:Iteration 65Q (87500.430000 sec): 3 clusters
  Score: Raw -1072889.061263 + Penalty 2956.580794 = -1069932.480469
  nChanged 6
		SP:Iteration 66Q (87500.660000 sec): 3 clusters
  Score: Raw -1072891.386169 + Penalty 2956.580794 = -1069934.805375
  nChanged 9
		SP:Iteration 67Q (87500.850000 sec): 3 clusters
  Score: Raw -1072894.549966 + Penalty 2956.580794 = -1069937.969172
  nChanged 13
		SP:Iteration 68Q (87501.150000 sec): 3 clusters
  Score: Raw -1072901.485356 + Penalty 2956.580794 = -1069944.904562
  nChanged 16
		SP:Iteration 69Q (87501.370000 sec): 3 clusters
  Score: Raw -1072908.505437 + Penalty 2956.580794 = -1069951.924643
  nChanged 13
		SP:Iteration 70Q (87501.680000 sec): 3 clusters
  Score: Raw -1072915.434109 + Penalty 2956.580794 = -1069958.853315
  nChanged 16
		SP:Iteration 71Q (87501.850000 sec): 3 clusters
  Score: Raw -1072922.566263 + Penalty 2956.580794 = -1069965.985469
  nChanged 17
		SP:Iteration 72Q (87502.090000 sec): 3 clusters
  Score: Raw -1072927.552181 + Penalty 2956.580794 = -1069970.971387
  nChanged 9
		SP:Iteration 73Q (87502.290000 sec): 3 clusters
  Score: Raw -1072930.334515 + Penalty 2956.580794 = -1069973.753721
  nChanged 10
		SP:Iteration 74Q (87502.510000 sec): 3 clusters
  Score: Raw -1072933.601661 + Penalty 2956.580794 = -1069977.020867
  nChanged 7
		SP:Iteration 75Q (87502.730000 sec): 3 clusters
  Score: Raw -1072936.948396 + Penalty 2956.580794 = -1069980.367602
  nChanged 11
		SP:Iteration 76Q (87502.980000 sec): 3 clusters
  Score: Raw -1072945.715830 + Penalty 2956.580794 = -1069989.135036
  nChanged 18
		SP:Iteration 77Q (87503.190000 sec): 3 clusters
  Score: Raw -1072958.685441 + Penalty 2956.580794 = -1070002.104647
  nChanged 21
		SP:Iteration 78Q (87503.400000 sec): 3 clusters
  Score: Raw -1072968.672649 + Penalty 2956.580794 = -1070012.091855
  nChanged 12
		SP:Iteration 79Q (87503.630000 sec): 3 clusters
  Score: Raw -1072971.722726 + Penalty 2956.580794 = -1070015.141932
  nChanged 9
		SP:Iteration 80F (87503.890000 sec): 3 clusters
  Score: Raw -1072974.033739 + Penalty 2956.580794 = -1070017.452945
  nChanged 8
		SP:Iteration 81Q (87504.070000 sec): 3 clusters
  Score: Raw -1072976.421204 + Penalty 2956.580794 = -1070019.840410
  nChanged 5
		SP:Iteration 82Q (87504.300000 sec): 3 clusters
  Score: Raw -1072977.668992 + Penalty 2956.580794 = -1070021.088198
  nChanged 5
		SP:Iteration 83Q (87504.530000 sec): 3 clusters
  Score: Raw -1072979.070688 + Penalty 2956.580794 = -1070022.489894
  nChanged 3
		SP:Iteration 84Q (87504.810000 sec): 3 clusters
  Score: Raw -1072980.372890 + Penalty 2956.580794 = -1070023.792096
  nChanged 7
		SP:Iteration 85Q (87505.040000 sec): 3 clusters
  Score: Raw -1072983.583647 + Penalty 2956.580794 = -1070027.002853
  nChanged 10
		SP:Iteration 86Q (87505.230000 sec): 3 clusters
  Score: Raw -1072987.380090 + Penalty 2956.580794 = -1070030.799296
  nChanged 9
		SP:Iteration 87Q (87505.390000 sec): 3 clusters
  Score: Raw -1072990.819617 + Penalty 2956.580794 = -1070034.238823
  nChanged 5
		SP:Iteration 88Q (87505.580000 sec): 3 clusters
  Score: Raw -1072993.813454 + Penalty 2956.580794 = -1070037.232660
  nChanged 6
		SP:Iteration 89Q (87505.810000 sec): 3 clusters
  Score: Raw -1072996.293550 + Penalty 2956.580794 = -1070039.712756
  nChanged 6
		SP:Iteration 90Q (87505.990000 sec): 3 clusters
  Score: Raw -1073000.020446 + Penalty 2956.580794 = -1070043.439652
  nChanged 3
		SP:Iteration 91Q (87506.190000 sec): 3 clusters
  Score: Raw -1073000.489789 + Penalty 2956.580794 = -1070043.908995
  nChanged 1
		SP:Iteration 92Q (87506.360000 sec): 3 clusters
  Score: Raw -1073000.546987 + Penalty 2956.580794 = -1070043.966193
  nChanged 1
		SP:Iteration 93Q (87506.550000 sec): 3 clusters
  Score: Raw -1073000.844386 + Penalty 2956.580794 = -1070044.263592
  nChanged 1
		SP:Iteration 94Q (87506.790000 sec): 3 clusters
  Score: Raw -1073000.946432 + Penalty 2956.580794 = -1070044.365638
  nChanged 0
		SP:Iteration 95F (87506.960000 sec): 3 clusters
  Score: Raw -1073000.946432 + Penalty 2956.580794 = -1070044.365638
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87507.050000 sec): 2 clusters
  Score: Raw -225652.916152 + Penalty 1238.762374 = -224414.153779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87507.230000 sec): 3 clusters
  Score: Raw -224739.750801 + Penalty 2477.524747 = -222262.226054
  nChanged 742
		SP:Iteration 1F (87507.410000 sec): 3 clusters
  Score: Raw -225205.006044 + Penalty 2477.524747 = -222727.481296
  nChanged 184
		SP:Iteration 2F (87507.600000 sec): 3 clusters
  Score: Raw -225360.636487 + Penalty 2477.524747 = -222883.111740
  nChanged 127
		SP:Iteration 3F (87507.770000 sec): 3 clusters
  Score: Raw -225469.611437 + Penalty 2477.524747 = -222992.086689
  nChanged 107
		SP:Iteration 4F (87507.910000 sec): 3 clusters
  Score: Raw -225565.101893 + Penalty 2477.524747 = -223087.577146
  nChanged 85
		SP:Iteration 5Q (87508.080000 sec): 3 clusters
  Score: Raw -225650.241079 + Penalty 2477.524747 = -223172.716332
  nChanged 89
		SP:Iteration 6Q (87508.260000 sec): 3 clusters
  Score: Raw -225749.725198 + Penalty 2477.524747 = -223272.200451
  nChanged 89
		SP:Iteration 7Q (87508.500000 sec): 3 clusters
  Score: Raw -225858.119406 + Penalty 2477.524747 = -223380.594658
  nChanged 100
		SP:Iteration 8Q (87508.650000 sec): 3 clusters
  Score: Raw -225972.572242 + Penalty 2477.524747 = -223495.047495
  nChanged 72
		SP:Iteration 9Q (87508.820000 sec): 3 clusters
  Score: Raw -226049.575958 + Penalty 2477.524747 = -223572.051211
  nChanged 70
		SP:Iteration 10Q (87509.050000 sec): 3 clusters
  Score: Raw -226115.181055 + Penalty 2477.524747 = -223637.656308
  nChanged 52
		SP:Iteration 11Q (87509.270000 sec): 3 clusters
  Score: Raw -226153.532326 + Penalty 2477.524747 = -223676.007579
  nChanged 43
		SP:Iteration 12Q (87509.530000 sec): 3 clusters
  Score: Raw -226185.671855 + Penalty 2477.524747 = -223708.147108
  nChanged 35
		SP:Iteration 13Q (87509.710000 sec): 3 clusters
  Score: Raw -226208.987234 + Penalty 2477.524747 = -223731.462487
  nChanged 30
		SP:Iteration 14Q (87509.920000 sec): 3 clusters
  Score: Raw -226228.428215 + Penalty 2477.524747 = -223750.903468
  nChanged 24
		SP:Iteration 15Q (87510.070000 sec): 3 clusters
  Score: Raw -226243.409200 + Penalty 2477.524747 = -223765.884453
  nChanged 21
		SP:Iteration 16Q (87510.280000 sec): 3 clusters
  Score: Raw -226254.675346 + Penalty 2477.524747 = -223777.150599
  nChanged 20
		SP:Iteration 17Q (87510.440000 sec): 3 clusters
  Score: Raw -226265.367560 + Penalty 2477.524747 = -223787.842813
  nChanged 15
		SP:Iteration 18Q (87510.660000 sec): 3 clusters
  Score: Raw -226278.334089 + Penalty 2477.524747 = -223800.809341
  nChanged 23
		SP:Iteration 19Q (87510.870000 sec): 3 clusters
  Score: Raw -226292.244319 + Penalty 2477.524747 = -223814.719572
  nChanged 16
		SP:Iteration 20F (87511.050000 sec): 3 clusters
  Score: Raw -226303.137288 + Penalty 2477.524747 = -223825.612541
  nChanged 9
		SP:Iteration 21Q (87511.270000 sec): 3 clusters
  Score: Raw -226307.316615 + Penalty 2477.524747 = -223829.791868
  nChanged 8
		SP:Iteration 22Q (87511.490000 sec): 3 clusters
  Score: Raw -226312.280138 + Penalty 2477.524747 = -223834.755391
  nChanged 9
		SP:Iteration 23Q (87511.770000 sec): 3 clusters
  Score: Raw -226316.355413 + Penalty 2477.524747 = -223838.830665
  nChanged 8
		SP:Iteration 24Q (87511.940000 sec): 3 clusters
  Score: Raw -226322.446944 + Penalty 2477.524747 = -223844.922197
  nChanged 10
		SP:Iteration 25Q (87512.190000 sec): 3 clusters
  Score: Raw -226328.345162 + Penalty 2477.524747 = -223850.820415
  nChanged 13
		SP:Iteration 26Q (87512.320000 sec): 3 clusters
  Score: Raw -226342.814158 + Penalty 2477.524747 = -223865.289411
  nChanged 16
		SP:Iteration 27Q (87512.480000 sec): 3 clusters
  Score: Raw -226358.075287 + Penalty 2477.524747 = -223880.550540
  nChanged 18
		SP:Iteration 28Q (87512.620000 sec): 3 clusters
  Score: Raw -226376.226406 + Penalty 2477.524747 = -223898.701659
  nChanged 15
		SP:Iteration 29Q (87512.810000 sec): 3 clusters
  Score: Raw -226391.027480 + Penalty 2477.524747 = -223913.502733
  nChanged 15
		SP:Iteration 30Q (87512.940000 sec): 3 clusters
  Score: Raw -226402.972968 + Penalty 2477.524747 = -223925.448221
  nChanged 11
		SP:Iteration 31Q (87513.080000 sec): 3 clusters
  Score: Raw -226412.601583 + Penalty 2477.524747 = -223935.076836
  nChanged 7
		SP:Iteration 32Q (87513.250000 sec): 3 clusters
  Score: Raw -226415.844762 + Penalty 2477.524747 = -223938.320014
  nChanged 2
		SP:Iteration 33Q (87513.360000 sec): 3 clusters
  Score: Raw -226416.883224 + Penalty 2477.524747 = -223939.358477
  nChanged 3
		SP:Iteration 34Q (87513.500000 sec): 3 clusters
  Score: Raw -226418.687459 + Penalty 2477.524747 = -223941.162712
  nChanged 6
		SP:Iteration 35Q (87513.670000 sec): 3 clusters
  Score: Raw -226423.299915 + Penalty 2477.524747 = -223945.775167
  nChanged 8
		SP:Iteration 36Q (87513.830000 sec): 3 clusters
  Score: Raw -226429.700768 + Penalty 2477.524747 = -223952.176020
  nChanged 3
		SP:Iteration 37Q (87513.980000 sec): 3 clusters
  Score: Raw -226431.509020 + Penalty 2477.524747 = -223953.984273
  nChanged 2
		SP:Iteration 38Q (87514.150000 sec): 3 clusters
  Score: Raw -226433.589326 + Penalty 2477.524747 = -223956.064579
  nChanged 1
		SP:Iteration 39Q (87514.350000 sec): 3 clusters
  Score: Raw -226433.892772 + Penalty 2477.524747 = -223956.368025
  nChanged 0
		SP:Iteration 40F (87514.480000 sec): 3 clusters
  Score: Raw -226433.892772 + Penalty 2477.524747 = -223956.368025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87514.550000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87514.690000 sec): 3 clusters
  Score: Raw -71938.799171 + Penalty 2084.906512 = -69853.892659
  nChanged 161
		SP:Iteration 1F (87514.860000 sec): 3 clusters
  Score: Raw -72178.181449 + Penalty 2084.906512 = -70093.274937
  nChanged 47
		SP:Iteration 2F (87514.990000 sec): 3 clusters
  Score: Raw -72292.121477 + Penalty 2084.906512 = -70207.214965
  nChanged 42
		SP:Iteration 3F (87515.180000 sec): 3 clusters
  Score: Raw -72477.241132 + Penalty 2084.906512 = -70392.334620
  nChanged 58
		SP:Iteration 4F (87515.290000 sec): 3 clusters
  Score: Raw -72614.312553 + Penalty 2084.906512 = -70529.406041
  nChanged 45
		SP:Iteration 5F (87515.410000 sec): 3 clusters
  Score: Raw -72737.732628 + Penalty 2084.906512 = -70652.826117
  nChanged 22
		SP:Iteration 6Q (87515.560000 sec): 3 clusters
  Score: Raw -72780.716751 + Penalty 2084.906512 = -70695.810240
  nChanged 14
		SP:Iteration 7Q (87515.710000 sec): 3 clusters
  Score: Raw -72816.136412 + Penalty 2084.906512 = -70731.229900
  nChanged 8
		SP:Iteration 8Q (87515.850000 sec): 3 clusters
  Score: Raw -72837.743509 + Penalty 2084.906512 = -70752.836997
  nChanged 6
		SP:Iteration 9Q (87515.950000 sec): 3 clusters
  Score: Raw -72848.671917 + Penalty 2084.906512 = -70763.765405
  nChanged 5
		SP:Iteration 10Q (87516.120000 sec): 3 clusters
  Score: Raw -72858.285486 + Penalty 2084.906512 = -70773.378975
  nChanged 7
		SP:Iteration 11Q (87516.270000 sec): 3 clusters
  Score: Raw -72873.702357 + Penalty 2084.906512 = -70788.795845
  nChanged 2
		SP:Iteration 12Q (87516.410000 sec): 3 clusters
  Score: Raw -72879.009253 + Penalty 2084.906512 = -70794.102742
  nChanged 1
		SP:Iteration 13Q (87516.560000 sec): 3 clusters
  Score: Raw -72880.605612 + Penalty 2084.906512 = -70795.699100
  nChanged 1
		SP:Iteration 14Q (87516.760000 sec): 3 clusters
  Score: Raw -72885.128284 + Penalty 2084.906512 = -70800.221772
  nChanged 3
		SP:Iteration 15Q (87516.860000 sec): 3 clusters
  Score: Raw -72889.017418 + Penalty 2084.906512 = -70804.110907
  nChanged 0
		SP:Iteration 16F (87517.000000 sec): 3 clusters
  Score: Raw -72889.017418 + Penalty 2084.906512 = -70804.110907
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87517.120000 sec): 2 clusters
  Score: Raw -898209.065906 + Penalty 1455.071501 = -896753.994405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87517.300000 sec): 3 clusters
  Score: Raw -893930.339694 + Penalty 2910.143001 = -891020.196693
  nChanged 3252
		SP:Iteration 1F (87517.540000 sec): 3 clusters
  Score: Raw -895635.618319 + Penalty 2910.143001 = -892725.475318
  nChanged 498
		SP:Iteration 2F (87517.690000 sec): 3 clusters
  Score: Raw -895871.888900 + Penalty 2910.143001 = -892961.745898
  nChanged 399
		SP:Iteration 3F (87517.830000 sec): 3 clusters
  Score: Raw -896039.564425 + Penalty 2910.143001 = -893129.421424
  nChanged 308
		SP:Iteration 4Q (87517.990000 sec): 3 clusters
  Score: Raw -896168.098456 + Penalty 2910.143001 = -893257.955455
  nChanged 270
		SP:Iteration 5Q (87518.250000 sec): 3 clusters
  Score: Raw -896271.151409 + Penalty 2910.143001 = -893361.008408
  nChanged 241
		SP:Iteration 6Q (87518.450000 sec): 3 clusters
  Score: Raw -896364.121788 + Penalty 2910.143001 = -893453.978787
  nChanged 238
		SP:Iteration 7Q (87518.620000 sec): 3 clusters
  Score: Raw -896460.255591 + Penalty 2910.143001 = -893550.112590
  nChanged 223
		SP:Iteration 8Q (87518.820000 sec): 3 clusters
  Score: Raw -896554.365162 + Penalty 2910.143001 = -893644.222161
  nChanged 213
		SP:Iteration 9Q (87518.970000 sec): 3 clusters
  Score: Raw -896636.511113 + Penalty 2910.143001 = -893726.368112
  nChanged 193
		SP:Iteration 10Q (87519.150000 sec): 3 clusters
  Score: Raw -896714.903361 + Penalty 2910.143001 = -893804.760360
  nChanged 210
		SP:Iteration 11Q (87519.340000 sec): 3 clusters
  Score: Raw -896810.048974 + Penalty 2910.143001 = -893899.905972
  nChanged 227
		SP:Iteration 12Q (87519.540000 sec): 3 clusters
  Score: Raw -896927.857856 + Penalty 2910.143001 = -894017.714855
  nChanged 276
		SP:Iteration 13Q (87519.710000 sec): 3 clusters
  Score: Raw -897088.028083 + Penalty 2910.143001 = -894177.885082
  nChanged 286
		SP:Iteration 14Q (87519.850000 sec): 3 clusters
  Score: Raw -897268.823901 + Penalty 2910.143001 = -894358.680900
  nChanged 272
		SP:Iteration 15Q (87520.060000 sec): 3 clusters
  Score: Raw -897444.342819 + Penalty 2910.143001 = -894534.199818
  nChanged 244
		SP:Iteration 16Q (87520.220000 sec): 3 clusters
  Score: Raw -897614.790112 + Penalty 2910.143001 = -894704.647111
  nChanged 223
		SP:Iteration 17Q (87520.410000 sec): 3 clusters
  Score: Raw -897774.394420 + Penalty 2910.143001 = -894864.251419
  nChanged 193
		SP:Iteration 18Q (87520.590000 sec): 3 clusters
  Score: Raw -897911.795222 + Penalty 2910.143001 = -895001.652221
  nChanged 163
		SP:Iteration 19Q (87520.840000 sec): 3 clusters
  Score: Raw -898015.370146 + Penalty 2910.143001 = -895105.227145
  nChanged 149
		SP:Iteration 20F (87520.950000 sec): 3 clusters
  Score: Raw -898128.924514 + Penalty 2910.143001 = -895218.781513
  nChanged 123
		SP:Iteration 21Q (87521.150000 sec): 3 clusters
  Score: Raw -898216.658685 + Penalty 2910.143001 = -895306.515684
  nChanged 89
		SP:Iteration 22Q (87521.280000 sec): 3 clusters
  Score: Raw -898279.999222 + Penalty 2910.143001 = -895369.856221
  nChanged 59
		SP:Iteration 23Q (87521.440000 sec): 3 clusters
  Score: Raw -898322.361457 + Penalty 2910.143001 = -895412.218456
  nChanged 41
		SP:Iteration 24Q (87521.600000 sec): 3 clusters
  Score: Raw -898348.761212 + Penalty 2910.143001 = -895438.618211
  nChanged 28
		SP:Iteration 25Q (87521.800000 sec): 3 clusters
  Score: Raw -898367.843405 + Penalty 2910.143001 = -895457.700404
  nChanged 26
		SP:Iteration 26Q (87521.990000 sec): 3 clusters
  Score: Raw -898392.584014 + Penalty 2910.143001 = -895482.441013
  nChanged 27
		SP:Iteration 27Q (87522.170000 sec): 3 clusters
  Score: Raw -898415.575751 + Penalty 2910.143001 = -895505.432750
  nChanged 17
		SP:Iteration 28Q (87522.350000 sec): 3 clusters
  Score: Raw -898431.368179 + Penalty 2910.143001 = -895521.225178
  nChanged 17
		SP:Iteration 29Q (87522.590000 sec): 3 clusters
  Score: Raw -898444.115576 + Penalty 2910.143001 = -895533.972575
  nChanged 11
		SP:Iteration 30Q (87522.740000 sec): 3 clusters
  Score: Raw -898452.831627 + Penalty 2910.143001 = -895542.688626
  nChanged 6
		SP:Iteration 31Q (87522.920000 sec): 3 clusters
  Score: Raw -898458.276208 + Penalty 2910.143001 = -895548.133207
  nChanged 3
		SP:Iteration 32Q (87523.120000 sec): 3 clusters
  Score: Raw -898460.999101 + Penalty 2910.143001 = -895550.856100
  nChanged 4
		SP:Iteration 33Q (87523.300000 sec): 3 clusters
  Score: Raw -898462.763536 + Penalty 2910.143001 = -895552.620535
  nChanged 1
		SP:Iteration 34Q (87523.500000 sec): 3 clusters
  Score: Raw -898462.996276 + Penalty 2910.143001 = -895552.853275
  nChanged 0
		SP:Iteration 35F (87523.720000 sec): 3 clusters
  Score: Raw -898462.996276 + Penalty 2910.143001 = -895552.853275
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87523.840000 sec): 2 clusters
  Score: Raw -710056.077969 + Penalty 1416.915624 = -708639.162345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87523.990000 sec): 3 clusters
  Score: Raw -706766.569179 + Penalty 2833.831247 = -703932.737931
  nChanged 2582
		SP:Iteration 1F (87524.180000 sec): 3 clusters
  Score: Raw -708268.811372 + Penalty 2833.831247 = -705434.980125
  nChanged 455
		SP:Iteration 2F (87524.310000 sec): 3 clusters
  Score: Raw -708555.605000 + Penalty 2833.831247 = -705721.773753
  nChanged 399
		SP:Iteration 3F (87524.500000 sec): 3 clusters
  Score: Raw -708795.415402 + Penalty 2833.831247 = -705961.584155
  nChanged 317
		SP:Iteration 4F (87524.650000 sec): 3 clusters
  Score: Raw -708965.636052 + Penalty 2833.831247 = -706131.804805
  nChanged 275
		SP:Iteration 5Q (87524.860000 sec): 3 clusters
  Score: Raw -709102.132370 + Penalty 2833.831247 = -706268.301123
  nChanged 223
		SP:Iteration 6Q (87525.050000 sec): 3 clusters
  Score: Raw -709216.003666 + Penalty 2833.831247 = -706382.172418
  nChanged 183
		SP:Iteration 7Q (87525.220000 sec): 3 clusters
  Score: Raw -709326.438101 + Penalty 2833.831247 = -706492.606853
  nChanged 218
		SP:Iteration 8Q (87525.410000 sec): 3 clusters
  Score: Raw -709443.767942 + Penalty 2833.831247 = -706609.936695
  nChanged 186
		SP:Iteration 9Q (87525.600000 sec): 3 clusters
  Score: Raw -709525.023502 + Penalty 2833.831247 = -706691.192255
  nChanged 144
		SP:Iteration 10Q (87525.760000 sec): 3 clusters
  Score: Raw -709584.568972 + Penalty 2833.831247 = -706750.737724
  nChanged 147
		SP:Iteration 11Q (87525.910000 sec): 3 clusters
  Score: Raw -709651.669134 + Penalty 2833.831247 = -706817.837887
  nChanged 144
		SP:Iteration 12Q (87526.120000 sec): 3 clusters
  Score: Raw -709721.889158 + Penalty 2833.831247 = -706888.057910
  nChanged 138
		SP:Iteration 13Q (87526.370000 sec): 3 clusters
  Score: Raw -709788.863229 + Penalty 2833.831247 = -706955.031981
  nChanged 127
		SP:Iteration 14Q (87526.560000 sec): 3 clusters
  Score: Raw -709850.329957 + Penalty 2833.831247 = -707016.498710
  nChanged 123
		SP:Iteration 15Q (87526.760000 sec): 3 clusters
  Score: Raw -709910.365290 + Penalty 2833.831247 = -707076.534043
  nChanged 112
		SP:Iteration 16Q (87526.920000 sec): 3 clusters
  Score: Raw -709976.087980 + Penalty 2833.831247 = -707142.256733
  nChanged 117
		SP:Iteration 17Q (87527.070000 sec): 3 clusters
  Score: Raw -710055.130603 + Penalty 2833.831247 = -707221.299356
  nChanged 125
		SP:Iteration 18Q (87527.220000 sec): 3 clusters
  Score: Raw -710146.777081 + Penalty 2833.831247 = -707312.945834
  nChanged 121
		SP:Iteration 19Q (87527.390000 sec): 3 clusters
  Score: Raw -710224.997480 + Penalty 2833.831247 = -707391.166233
  nChanged 102
		SP:Iteration 20F (87527.590000 sec): 3 clusters
  Score: Raw -710277.516311 + Penalty 2833.831247 = -707443.685064
  nChanged 71
		SP:Iteration 21Q (87527.750000 sec): 3 clusters
  Score: Raw -710308.818705 + Penalty 2833.831247 = -707474.987458
  nChanged 52
		SP:Iteration 22Q (87527.940000 sec): 3 clusters
  Score: Raw -710327.706990 + Penalty 2833.831247 = -707493.875743
  nChanged 44
		SP:Iteration 23Q (87528.100000 sec): 3 clusters
  Score: Raw -710349.217855 + Penalty 2833.831247 = -707515.386608
  nChanged 63
		SP:Iteration 24Q (87528.250000 sec): 3 clusters
  Score: Raw -710377.804646 + Penalty 2833.831247 = -707543.973399
  nChanged 50
		SP:Iteration 25Q (87528.460000 sec): 3 clusters
  Score: Raw -710400.148724 + Penalty 2833.831247 = -707566.317477
  nChanged 50
		SP:Iteration 26Q (87528.680000 sec): 3 clusters
  Score: Raw -710418.850471 + Penalty 2833.831247 = -707585.019224
  nChanged 45
		SP:Iteration 27Q (87528.870000 sec): 3 clusters
  Score: Raw -710441.671915 + Penalty 2833.831247 = -707607.840668
  nChanged 54
		SP:Iteration 28Q (87529.130000 sec): 3 clusters
  Score: Raw -710472.703237 + Penalty 2833.831247 = -707638.871990
  nChanged 47
		SP:Iteration 29Q (87529.320000 sec): 3 clusters
  Score: Raw -710500.918364 + Penalty 2833.831247 = -707667.087116
  nChanged 52
		SP:Iteration 30Q (87529.490000 sec): 3 clusters
  Score: Raw -710528.228413 + Penalty 2833.831247 = -707694.397166
  nChanged 52
		SP:Iteration 31Q (87529.730000 sec): 3 clusters
  Score: Raw -710554.512347 + Penalty 2833.831247 = -707720.681099
  nChanged 35
		SP:Iteration 32Q (87529.980000 sec): 3 clusters
  Score: Raw -710572.962616 + Penalty 2833.831247 = -707739.131369
  nChanged 36
		SP:Iteration 33Q (87530.190000 sec): 3 clusters
  Score: Raw -710588.480919 + Penalty 2833.831247 = -707754.649672
  nChanged 27
		SP:Iteration 34Q (87530.370000 sec): 3 clusters
  Score: Raw -710600.545108 + Penalty 2833.831247 = -707766.713860
  nChanged 21
		SP:Iteration 35Q (87530.570000 sec): 3 clusters
  Score: Raw -710608.756596 + Penalty 2833.831247 = -707774.925348
  nChanged 21
		SP:Iteration 36Q (87530.780000 sec): 3 clusters
  Score: Raw -710618.262394 + Penalty 2833.831247 = -707784.431146
  nChanged 22
		SP:Iteration 37Q (87531.020000 sec): 3 clusters
  Score: Raw -710628.297561 + Penalty 2833.831247 = -707794.466314
  nChanged 25
		SP:Iteration 38Q (87531.200000 sec): 3 clusters
  Score: Raw -710641.530348 + Penalty 2833.831247 = -707807.699101
  nChanged 32
		SP:Iteration 39Q (87531.430000 sec): 3 clusters
  Score: Raw -710662.269020 + Penalty 2833.831247 = -707828.437773
  nChanged 37
		SP:Iteration 40F (87531.650000 sec): 3 clusters
  Score: Raw -710683.862958 + Penalty 2833.831247 = -707850.031711
  nChanged 23
		SP:Iteration 41Q (87531.870000 sec): 3 clusters
  Score: Raw -710695.920189 + Penalty 2833.831247 = -707862.088942
  nChanged 24
		SP:Iteration 42Q (87532.110000 sec): 3 clusters
  Score: Raw -710707.988561 + Penalty 2833.831247 = -707874.157314
  nChanged 26
		SP:Iteration 43Q (87532.320000 sec): 3 clusters
  Score: Raw -710720.645595 + Penalty 2833.831247 = -707886.814348
  nChanged 29
		SP:Iteration 44Q (87532.580000 sec): 3 clusters
  Score: Raw -710732.457116 + Penalty 2833.831247 = -707898.625869
  nChanged 11
		SP:Iteration 45Q (87532.760000 sec): 3 clusters
  Score: Raw -710736.507621 + Penalty 2833.831247 = -707902.676374
  nChanged 11
		SP:Iteration 46Q (87533.040000 sec): 3 clusters
  Score: Raw -710740.410655 + Penalty 2833.831247 = -707906.579408
  nChanged 4
		SP:Iteration 47Q (87533.250000 sec): 3 clusters
  Score: Raw -710741.192583 + Penalty 2833.831247 = -707907.361336
  nChanged 3
		SP:Iteration 48Q (87533.470000 sec): 3 clusters
  Score: Raw -710741.857668 + Penalty 2833.831247 = -707908.026421
  nChanged 3
		SP:Iteration 49Q (87533.740000 sec): 3 clusters
  Score: Raw -710742.831541 + Penalty 2833.831247 = -707909.000294
  nChanged 5
		SP:Iteration 50Q (87533.930000 sec): 3 clusters
  Score: Raw -710744.342519 + Penalty 2833.831247 = -707910.511272
  nChanged 5
		SP:Iteration 51Q (87534.120000 sec): 3 clusters
  Score: Raw -710745.912563 + Penalty 2833.831247 = -707912.081316
  nChanged 3
		SP:Iteration 52Q (87534.370000 sec): 3 clusters
  Score: Raw -710746.500234 + Penalty 2833.831247 = -707912.668986
  nChanged 2
		SP:Iteration 53Q (87534.570000 sec): 3 clusters
  Score: Raw -710747.077150 + Penalty 2833.831247 = -707913.245903
  nChanged 3
		SP:Iteration 54Q (87534.760000 sec): 3 clusters
  Score: Raw -710748.240054 + Penalty 2833.831247 = -707914.408807
  nChanged 6
		SP:Iteration 55Q (87534.970000 sec): 3 clusters
  Score: Raw -710750.132139 + Penalty 2833.831247 = -707916.300891
  nChanged 3
		SP:Iteration 56Q (87535.180000 sec): 3 clusters
  Score: Raw -710750.594101 + Penalty 2833.831247 = -707916.762854
  nChanged 3
		SP:Iteration 57Q (87535.400000 sec): 3 clusters
  Score: Raw -710751.148073 + Penalty 2833.831247 = -707917.316826
  nChanged 0
		SP:Iteration 58F (87535.580000 sec): 3 clusters
  Score: Raw -710751.148073 + Penalty 2833.831247 = -707917.316826
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87535.790000 sec): 2 clusters
  Score: Raw -1839879.960831 + Penalty 1574.783404 = -1838305.177427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87536.030000 sec): 3 clusters
  Score: Raw -1830278.732147 + Penalty 3149.566808 = -1827129.165339
  nChanged 7212
		SP:Iteration 1F (87536.270000 sec): 3 clusters
  Score: Raw -1834463.756584 + Penalty 3149.566808 = -1831314.189776
  nChanged 1000
		SP:Iteration 2F (87536.570000 sec): 3 clusters
  Score: Raw -1835014.644747 + Penalty 3149.566808 = -1831865.077939
  nChanged 1010
		SP:Iteration 3F (87536.820000 sec): 3 clusters
  Score: Raw -1835602.409368 + Penalty 3149.566808 = -1832452.842560
  nChanged 987
		SP:Iteration 4F (87537.090000 sec): 3 clusters
  Score: Raw -1836209.532370 + Penalty 3149.566808 = -1833059.965562
  nChanged 900
		SP:Iteration 5F (87537.450000 sec): 3 clusters
  Score: Raw -1836791.245735 + Penalty 3149.566808 = -1833641.678927
  nChanged 845
		SP:Iteration 6F (87537.690000 sec): 3 clusters
  Score: Raw -1837353.935095 + Penalty 3149.566808 = -1834204.368287
  nChanged 777
		SP:Iteration 7Q (87537.950000 sec): 3 clusters
  Score: Raw -1837846.073243 + Penalty 3149.566808 = -1834696.506435
  nChanged 704
		SP:Iteration 8Q (87538.220000 sec): 3 clusters
  Score: Raw -1838232.774853 + Penalty 3149.566808 = -1835083.208045
  nChanged 576
		SP:Iteration 9Q (87538.480000 sec): 3 clusters
  Score: Raw -1838500.895778 + Penalty 3149.566808 = -1835351.328970
  nChanged 484
		SP:Iteration 10Q (87538.750000 sec): 3 clusters
  Score: Raw -1838713.615656 + Penalty 3149.566808 = -1835564.048848
  nChanged 455
		SP:Iteration 11Q (87539.000000 sec): 3 clusters
  Score: Raw -1838909.915793 + Penalty 3149.566808 = -1835760.348986
  nChanged 435
		SP:Iteration 12Q (87539.270000 sec): 3 clusters
  Score: Raw -1839098.605232 + Penalty 3149.566808 = -1835949.038424
  nChanged 421
		SP:Iteration 13Q (87539.500000 sec): 3 clusters
  Score: Raw -1839277.556679 + Penalty 3149.566808 = -1836127.989871
  nChanged 351
		SP:Iteration 14Q (87539.770000 sec): 3 clusters
  Score: Raw -1839416.418646 + Penalty 3149.566808 = -1836266.851838
  nChanged 294
		SP:Iteration 15Q (87540.050000 sec): 3 clusters
  Score: Raw -1839535.841234 + Penalty 3149.566808 = -1836386.274426
  nChanged 267
		SP:Iteration 16Q (87540.370000 sec): 3 clusters
  Score: Raw -1839644.941396 + Penalty 3149.566808 = -1836495.374588
  nChanged 241
		SP:Iteration 17Q (87540.670000 sec): 3 clusters
  Score: Raw -1839734.116132 + Penalty 3149.566808 = -1836584.549324
  nChanged 220
		SP:Iteration 18Q (87540.940000 sec): 3 clusters
  Score: Raw -1839810.131764 + Penalty 3149.566808 = -1836660.564956
  nChanged 191
		SP:Iteration 19Q (87541.190000 sec): 3 clusters
  Score: Raw -1839875.192134 + Penalty 3149.566808 = -1836725.625326
  nChanged 163
		SP:Iteration 20F (87541.510000 sec): 3 clusters
  Score: Raw -1839928.201424 + Penalty 3149.566808 = -1836778.634616
  nChanged 150
		SP:Iteration 21Q (87541.840000 sec): 3 clusters
  Score: Raw -1839975.939569 + Penalty 3149.566808 = -1836826.372762
  nChanged 134
		SP:Iteration 22Q (87542.080000 sec): 3 clusters
  Score: Raw -1840023.570227 + Penalty 3149.566808 = -1836874.003419
  nChanged 139
		SP:Iteration 23Q (87542.370000 sec): 3 clusters
  Score: Raw -1840075.707282 + Penalty 3149.566808 = -1836926.140474
  nChanged 123
		SP:Iteration 24Q (87542.650000 sec): 3 clusters
  Score: Raw -1840124.041384 + Penalty 3149.566808 = -1836974.474576
  nChanged 115
		SP:Iteration 25Q (87542.920000 sec): 3 clusters
  Score: Raw -1840166.292279 + Penalty 3149.566808 = -1837016.725471
  nChanged 97
		SP:Iteration 26Q (87543.210000 sec): 3 clusters
  Score: Raw -1840199.849414 + Penalty 3149.566808 = -1837050.282607
  nChanged 101
		SP:Iteration 27Q (87543.440000 sec): 3 clusters
  Score: Raw -1840232.585918 + Penalty 3149.566808 = -1837083.019110
  nChanged 95
		SP:Iteration 28Q (87543.740000 sec): 3 clusters
  Score: Raw -1840259.284877 + Penalty 3149.566808 = -1837109.718069
  nChanged 88
		SP:Iteration 29Q (87544.070000 sec): 3 clusters
  Score: Raw -1840286.321311 + Penalty 3149.566808 = -1837136.754503
  nChanged 85
		SP:Iteration 30Q (87544.330000 sec): 3 clusters
  Score: Raw -1840314.879486 + Penalty 3149.566808 = -1837165.312678
  nChanged 72
		SP:Iteration 31Q (87544.630000 sec): 3 clusters
  Score: Raw -1840335.732059 + Penalty 3149.566808 = -1837186.165251
  nChanged 72
		SP:Iteration 32Q (87544.830000 sec): 3 clusters
  Score: Raw -1840354.573026 + Penalty 3149.566808 = -1837205.006218
  nChanged 73
		SP:Iteration 33Q (87545.120000 sec): 3 clusters
  Score: Raw -1840375.523480 + Penalty 3149.566808 = -1837225.956672
  nChanged 66
		SP:Iteration 34Q (87545.420000 sec): 3 clusters
  Score: Raw -1840394.462354 + Penalty 3149.566808 = -1837244.895546
  nChanged 60
		SP:Iteration 35Q (87545.690000 sec): 3 clusters
  Score: Raw -1840408.494299 + Penalty 3149.566808 = -1837258.927491
  nChanged 49
		SP:Iteration 36Q (87545.930000 sec): 3 clusters
  Score: Raw -1840420.156234 + Penalty 3149.566808 = -1837270.589426
  nChanged 38
		SP:Iteration 37Q (87546.200000 sec): 3 clusters
  Score: Raw -1840428.251366 + Penalty 3149.566808 = -1837278.684558
  nChanged 34
		SP:Iteration 38Q (87546.520000 sec): 3 clusters
  Score: Raw -1840434.312771 + Penalty 3149.566808 = -1837284.745963
  nChanged 29
		SP:Iteration 39Q (87546.740000 sec): 3 clusters
  Score: Raw -1840439.196755 + Penalty 3149.566808 = -1837289.629947
  nChanged 26
		SP:Iteration 40F (87547.030000 sec): 3 clusters
  Score: Raw -1840443.547393 + Penalty 3149.566808 = -1837293.980585
  nChanged 30
		SP:Iteration 41Q (87547.310000 sec): 3 clusters
  Score: Raw -1840448.866875 + Penalty 3149.566808 = -1837299.300067
  nChanged 24
		SP:Iteration 42Q (87547.510000 sec): 3 clusters
  Score: Raw -1840453.704576 + Penalty 3149.566808 = -1837304.137768
  nChanged 31
		SP:Iteration 43Q (87547.730000 sec): 3 clusters
  Score: Raw -1840460.796700 + Penalty 3149.566808 = -1837311.229892
  nChanged 22
		SP:Iteration 44Q (87547.990000 sec): 3 clusters
  Score: Raw -1840465.355705 + Penalty 3149.566808 = -1837315.788897
  nChanged 21
		SP:Iteration 45Q (87548.270000 sec): 3 clusters
  Score: Raw -1840470.569143 + Penalty 3149.566808 = -1837321.002335
  nChanged 24
		SP:Iteration 46Q (87548.520000 sec): 3 clusters
  Score: Raw -1840477.002326 + Penalty 3149.566808 = -1837327.435518
  nChanged 19
		SP:Iteration 47Q (87548.760000 sec): 3 clusters
  Score: Raw -1840481.671328 + Penalty 3149.566808 = -1837332.104520
  nChanged 20
		SP:Iteration 48Q (87549.000000 sec): 3 clusters
  Score: Raw -1840485.941807 + Penalty 3149.566808 = -1837336.374999
  nChanged 16
		SP:Iteration 49Q (87549.250000 sec): 3 clusters
  Score: Raw -1840489.137506 + Penalty 3149.566808 = -1837339.570698
  nChanged 19
		SP:Iteration 50Q (87549.480000 sec): 3 clusters
  Score: Raw -1840493.186846 + Penalty 3149.566808 = -1837343.620038
  nChanged 13
		SP:Iteration 51Q (87549.720000 sec): 3 clusters
  Score: Raw -1840495.443742 + Penalty 3149.566808 = -1837345.876934
  nChanged 4
		SP:Iteration 52Q (87550.000000 sec): 3 clusters
  Score: Raw -1840495.936987 + Penalty 3149.566808 = -1837346.370179
  nChanged 2
		SP:Iteration 53Q (87550.200000 sec): 3 clusters
  Score: Raw -1840496.280414 + Penalty 3149.566808 = -1837346.713606
  nChanged 3
		SP:Iteration 54Q (87550.470000 sec): 3 clusters
  Score: Raw -1840496.856123 + Penalty 3149.566808 = -1837347.289315
  nChanged 3
		SP:Iteration 55Q (87550.770000 sec): 3 clusters
  Score: Raw -1840497.098640 + Penalty 3149.566808 = -1837347.531832
  nChanged 1
		SP:Iteration 56Q (87551.040000 sec): 3 clusters
  Score: Raw -1840497.242499 + Penalty 3149.566808 = -1837347.675691
  nChanged 0
		SP:Iteration 57F (87551.280000 sec): 3 clusters
  Score: Raw -1840497.242499 + Penalty 3149.566808 = -1837347.675691
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (16322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87551.520000 sec): 2 clusters
  Score: Raw -1868408.179290 + Penalty 1576.293740 = -1866831.885550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87551.740000 sec): 3 clusters
  Score: Raw -1858672.586998 + Penalty 3152.587480 = -1855519.999518
  nChanged 7322
		SP:Iteration 1F (87552.010000 sec): 3 clusters
  Score: Raw -1862692.347006 + Penalty 3152.587480 = -1859539.759526
  nChanged 921
		SP:Iteration 2F (87552.330000 sec): 3 clusters
  Score: Raw -1863089.515471 + Penalty 3152.587480 = -1859936.927991
  nChanged 857
		SP:Iteration 3F (87552.590000 sec): 3 clusters
  Score: Raw -1863440.932423 + Penalty 3152.587480 = -1860288.344943
  nChanged 768
		SP:Iteration 4Q (87552.900000 sec): 3 clusters
  Score: Raw -1863777.434739 + Penalty 3152.587480 = -1860624.847259
  nChanged 752
		SP:Iteration 5Q (87553.130000 sec): 3 clusters
  Score: Raw -1864117.966181 + Penalty 3152.587480 = -1860965.378701
  nChanged 746
		SP:Iteration 6Q (87553.380000 sec): 3 clusters
  Score: Raw -1864473.252521 + Penalty 3152.587480 = -1861320.665041
  nChanged 737
		SP:Iteration 7Q (87553.670000 sec): 3 clusters
  Score: Raw -1864826.855387 + Penalty 3152.587480 = -1861674.267907
  nChanged 736
		SP:Iteration 8Q (87553.980000 sec): 3 clusters
  Score: Raw -1865192.883068 + Penalty 3152.587480 = -1862040.295588
  nChanged 661
		SP:Iteration 9Q (87554.230000 sec): 3 clusters
  Score: Raw -1865521.315488 + Penalty 3152.587480 = -1862368.728008
  nChanged 639
		SP:Iteration 10Q (87554.510000 sec): 3 clusters
  Score: Raw -1865848.274268 + Penalty 3152.587480 = -1862695.686787
  nChanged 603
		SP:Iteration 11Q (87554.760000 sec): 3 clusters
  Score: Raw -1866202.239060 + Penalty 3152.587480 = -1863049.651580
  nChanged 588
		SP:Iteration 12Q (87555.040000 sec): 3 clusters
  Score: Raw -1866553.952692 + Penalty 3152.587480 = -1863401.365212
  nChanged 495
		SP:Iteration 13Q (87555.300000 sec): 3 clusters
  Score: Raw -1866828.192947 + Penalty 3152.587480 = -1863675.605467
  nChanged 438
		SP:Iteration 14Q (87555.570000 sec): 3 clusters
  Score: Raw -1867041.264421 + Penalty 3152.587480 = -1863888.676941
  nChanged 341
		SP:Iteration 15Q (87555.890000 sec): 3 clusters
  Score: Raw -1867174.080114 + Penalty 3152.587480 = -1864021.492633
  nChanged 266
		SP:Iteration 16Q (87556.230000 sec): 3 clusters
  Score: Raw -1867268.561310 + Penalty 3152.587480 = -1864115.973830
  nChanged 233
		SP:Iteration 17Q (87556.550000 sec): 3 clusters
  Score: Raw -1867336.440955 + Penalty 3152.587480 = -1864183.853475
  nChanged 169
		SP:Iteration 18Q (87556.870000 sec): 3 clusters
  Score: Raw -1867383.359168 + Penalty 3152.587480 = -1864230.771687
  nChanged 160
		SP:Iteration 19Q (87557.100000 sec): 3 clusters
  Score: Raw -1867428.622426 + Penalty 3152.587480 = -1864276.034945
  nChanged 152
		SP:Iteration 20F (87557.340000 sec): 3 clusters
  Score: Raw -1867468.929301 + Penalty 3152.587480 = -1864316.341821
  nChanged 153
		SP:Iteration 21Q (87557.570000 sec): 3 clusters
  Score: Raw -1867512.247665 + Penalty 3152.587480 = -1864359.660185
  nChanged 159
		SP:Iteration 22Q (87557.860000 sec): 3 clusters
  Score: Raw -1867562.103291 + Penalty 3152.587480 = -1864409.515811
  nChanged 164
		SP:Iteration 23Q (87558.140000 sec): 3 clusters
  Score: Raw -1867623.263539 + Penalty 3152.587480 = -1864470.676059
  nChanged 187
		SP:Iteration 24Q (87558.380000 sec): 3 clusters
  Score: Raw -1867697.334878 + Penalty 3152.587480 = -1864544.747398
  nChanged 202
		SP:Iteration 25Q (87558.650000 sec): 3 clusters
  Score: Raw -1867778.274085 + Penalty 3152.587480 = -1864625.686605
  nChanged 196
		SP:Iteration 26Q (87558.970000 sec): 3 clusters
  Score: Raw -1867857.279194 + Penalty 3152.587480 = -1864704.691714
  nChanged 182
		SP:Iteration 27Q (87559.210000 sec): 3 clusters
  Score: Raw -1867930.203572 + Penalty 3152.587480 = -1864777.616092
  nChanged 170
		SP:Iteration 28Q (87559.450000 sec): 3 clusters
  Score: Raw -1867994.810581 + Penalty 3152.587480 = -1864842.223101
  nChanged 153
		SP:Iteration 29Q (87559.770000 sec): 3 clusters
  Score: Raw -1868059.463782 + Penalty 3152.587480 = -1864906.876302
  nChanged 144
		SP:Iteration 30Q (87560.100000 sec): 3 clusters
  Score: Raw -1868119.277139 + Penalty 3152.587480 = -1864966.689659
  nChanged 148
		SP:Iteration 31Q (87560.350000 sec): 3 clusters
  Score: Raw -1868180.789210 + Penalty 3152.587480 = -1865028.201730
  nChanged 126
		SP:Iteration 32Q (87560.600000 sec): 3 clusters
  Score: Raw -1868228.695282 + Penalty 3152.587480 = -1865076.107802
  nChanged 112
		SP:Iteration 33Q (87560.890000 sec): 3 clusters
  Score: Raw -1868274.688718 + Penalty 3152.587480 = -1865122.101237
  nChanged 108
		SP:Iteration 34Q (87561.150000 sec): 3 clusters
  Score: Raw -1868324.254264 + Penalty 3152.587480 = -1865171.666784
  nChanged 94
		SP:Iteration 35Q (87561.420000 sec): 3 clusters
  Score: Raw -1868367.307391 + Penalty 3152.587480 = -1865214.719911
  nChanged 95
		SP:Iteration 36Q (87561.620000 sec): 3 clusters
  Score: Raw -1868416.808710 + Penalty 3152.587480 = -1865264.221229
  nChanged 88
		SP:Iteration 37Q (87561.840000 sec): 3 clusters
  Score: Raw -1868467.086851 + Penalty 3152.587480 = -1865314.499371
  nChanged 77
		SP:Iteration 38Q (87562.110000 sec): 3 clusters
  Score: Raw -1868510.986466 + Penalty 3152.587480 = -1865358.398986
  nChanged 75
		SP:Iteration 39Q (87562.400000 sec): 3 clusters
  Score: Raw -1868553.735121 + Penalty 3152.587480 = -1865401.147641
  nChanged 59
		SP:Iteration 40F (87562.680000 sec): 3 clusters
  Score: Raw -1868584.345494 + Penalty 3152.587480 = -1865431.758014
  nChanged 45
		SP:Iteration 41Q (87562.970000 sec): 3 clusters
  Score: Raw -1868604.381823 + Penalty 3152.587480 = -1865451.794343
  nChanged 44
		SP:Iteration 42Q (87563.200000 sec): 3 clusters
  Score: Raw -1868631.958156 + Penalty 3152.587480 = -1865479.370676
  nChanged 41
		SP:Iteration 43Q (87563.440000 sec): 3 clusters
  Score: Raw -1868658.788405 + Penalty 3152.587480 = -1865506.200925
  nChanged 35
		SP:Iteration 44Q (87563.690000 sec): 3 clusters
  Score: Raw -1868683.279422 + Penalty 3152.587480 = -1865530.691942
  nChanged 30
		SP:Iteration 45Q (87563.950000 sec): 3 clusters
  Score: Raw -1868706.288514 + Penalty 3152.587480 = -1865553.701034
  nChanged 28
		SP:Iteration 46Q (87564.190000 sec): 3 clusters
  Score: Raw -1868731.408785 + Penalty 3152.587480 = -1865578.821305
  nChanged 31
		SP:Iteration 47Q (87564.480000 sec): 3 clusters
  Score: Raw -1868759.984307 + Penalty 3152.587480 = -1865607.396827
  nChanged 32
		SP:Iteration 48Q (87564.770000 sec): 3 clusters
  Score: Raw -1868793.490232 + Penalty 3152.587480 = -1865640.902752
  nChanged 25
		SP:Iteration 49Q (87565.040000 sec): 3 clusters
  Score: Raw -1868815.012479 + Penalty 3152.587480 = -1865662.424999
  nChanged 25
		SP:Iteration 50Q (87565.360000 sec): 3 clusters
  Score: Raw -1868835.707862 + Penalty 3152.587480 = -1865683.120382
  nChanged 25
		SP:Iteration 51Q (87565.580000 sec): 3 clusters
  Score: Raw -1868855.837172 + Penalty 3152.587480 = -1865703.249692
  nChanged 19
		SP:Iteration 52Q (87565.860000 sec): 3 clusters
  Score: Raw -1868866.693152 + Penalty 3152.587480 = -1865714.105671
  nChanged 8
		SP:Iteration 53Q (87566.140000 sec): 3 clusters
  Score: Raw -1868871.860134 + Penalty 3152.587480 = -1865719.272654
  nChanged 4
		SP:Iteration 54Q (87566.380000 sec): 3 clusters
  Score: Raw -1868873.502224 + Penalty 3152.587480 = -1865720.914744
  nChanged 3
		SP:Iteration 55Q (87566.660000 sec): 3 clusters
  Score: Raw -1868875.054030 + Penalty 3152.587480 = -1865722.466550
  nChanged 2
		SP:Iteration 56Q (87566.870000 sec): 3 clusters
  Score: Raw -1868875.995072 + Penalty 3152.587480 = -1865723.407591
  nChanged 0
		SP:Iteration 57F (87567.150000 sec): 3 clusters
  Score: Raw -1868875.995072 + Penalty 3152.587480 = -1865723.407591
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87567.370000 sec): 2 clusters
  Score: Raw -3936039.871312 + Penalty 1686.941798 = -3934352.929514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87567.730000 sec): 3 clusters
  Score: Raw -3916117.394761 + Penalty 3373.883596 = -3912743.511165
  nChanged 14857
		SP:Iteration 1F (87568.110000 sec): 3 clusters
  Score: Raw -3924569.007656 + Penalty 3373.883596 = -3921195.124061
  nChanged 1678
		SP:Iteration 2F (87568.500000 sec): 3 clusters
  Score: Raw -3925334.507820 + Penalty 3373.883596 = -3921960.624225
  nChanged 1862
		SP:Iteration 3F (87568.880000 sec): 3 clusters
  Score: Raw -3926351.309064 + Penalty 3373.883596 = -3922977.425468
  nChanged 2085
		SP:Iteration 4F (87569.260000 sec): 3 clusters
  Score: Raw -3927736.045581 + Penalty 3373.883596 = -3924362.161985
  nChanged 2358
		SP:Iteration 5F (87569.610000 sec): 3 clusters
  Score: Raw -3929547.623857 + Penalty 3373.883596 = -3926173.740261
  nChanged 2338
		SP:Iteration 6F (87569.990000 sec): 3 clusters
  Score: Raw -3931526.290933 + Penalty 3373.883596 = -3928152.407337
  nChanged 1981
		SP:Iteration 7F (87570.300000 sec): 3 clusters
  Score: Raw -3933338.981387 + Penalty 3373.883596 = -3929965.097791
  nChanged 1404
		SP:Iteration 8Q (87570.680000 sec): 3 clusters
  Score: Raw -3934728.860557 + Penalty 3373.883596 = -3931354.976961
  nChanged 900
		SP:Iteration 9Q (87571.020000 sec): 3 clusters
  Score: Raw -3935569.102363 + Penalty 3373.883596 = -3932195.218768
  nChanged 548
		SP:Iteration 10Q (87571.360000 sec): 3 clusters
  Score: Raw -3936007.633120 + Penalty 3373.883596 = -3932633.749524
  nChanged 351
		SP:Iteration 11Q (87571.710000 sec): 3 clusters
  Score: Raw -3936188.211600 + Penalty 3373.883596 = -3932814.328005
  nChanged 229
		SP:Iteration 12Q (87572.010000 sec): 3 clusters
  Score: Raw -3936279.932706 + Penalty 3373.883596 = -3932906.049110
  nChanged 162
		SP:Iteration 13Q (87572.340000 sec): 3 clusters
  Score: Raw -3936334.168689 + Penalty 3373.883596 = -3932960.285094
  nChanged 117
		SP:Iteration 14Q (87572.660000 sec): 3 clusters
  Score: Raw -3936371.226543 + Penalty 3373.883596 = -3932997.342948
  nChanged 104
		SP:Iteration 15Q (87572.950000 sec): 3 clusters
  Score: Raw -3936402.543368 + Penalty 3373.883596 = -3933028.659772
  nChanged 84
		SP:Iteration 16Q (87573.210000 sec): 3 clusters
  Score: Raw -3936425.604188 + Penalty 3373.883596 = -3933051.720592
  nChanged 67
		SP:Iteration 17Q (87573.530000 sec): 3 clusters
  Score: Raw -3936439.933987 + Penalty 3373.883596 = -3933066.050391
  nChanged 55
		SP:Iteration 18Q (87573.860000 sec): 3 clusters
  Score: Raw -3936455.400190 + Penalty 3373.883596 = -3933081.516594
  nChanged 42
		SP:Iteration 19Q (87574.210000 sec): 3 clusters
  Score: Raw -3936465.550315 + Penalty 3373.883596 = -3933091.666720
  nChanged 33
		SP:Iteration 20F (87574.500000 sec): 3 clusters
  Score: Raw -3936471.664319 + Penalty 3373.883596 = -3933097.780723
  nChanged 20
		SP:Iteration 21Q (87574.820000 sec): 3 clusters
  Score: Raw -3936475.489524 + Penalty 3373.883596 = -3933101.605928
  nChanged 16
		SP:Iteration 22Q (87575.140000 sec): 3 clusters
  Score: Raw -3936479.004566 + Penalty 3373.883596 = -3933105.120970
  nChanged 21
		SP:Iteration 23Q (87575.560000 sec): 3 clusters
  Score: Raw -3936482.583736 + Penalty 3373.883596 = -3933108.700140
  nChanged 14
		SP:Iteration 24Q (87575.900000 sec): 3 clusters
  Score: Raw -3936486.121030 + Penalty 3373.883596 = -3933112.237434
  nChanged 22
		SP:Iteration 25Q (87576.220000 sec): 3 clusters
  Score: Raw -3936490.588424 + Penalty 3373.883596 = -3933116.704829
  nChanged 19
		SP:Iteration 26Q (87576.620000 sec): 3 clusters
  Score: Raw -3936493.895313 + Penalty 3373.883596 = -3933120.011718
  nChanged 16
		SP:Iteration 27Q (87576.930000 sec): 3 clusters
  Score: Raw -3936496.636997 + Penalty 3373.883596 = -3933122.753402
  nChanged 16
		SP:Iteration 28Q (87577.270000 sec): 3 clusters
  Score: Raw -3936498.939078 + Penalty 3373.883596 = -3933125.055482
  nChanged 10
		SP:Iteration 29Q (87577.560000 sec): 3 clusters
  Score: Raw -3936500.148047 + Penalty 3373.883596 = -3933126.264451
  nChanged 4
		SP:Iteration 30Q (87577.860000 sec): 3 clusters
  Score: Raw -3936500.648722 + Penalty 3373.883596 = -3933126.765127
  nChanged 4
		SP:Iteration 31Q (87578.170000 sec): 3 clusters
  Score: Raw -3936501.118402 + Penalty 3373.883596 = -3933127.234806
  nChanged 6
		SP:Iteration 32Q (87578.510000 sec): 3 clusters
  Score: Raw -3936501.950783 + Penalty 3373.883596 = -3933128.067187
  nChanged 5
		SP:Iteration 33Q (87578.870000 sec): 3 clusters
  Score: Raw -3936502.368404 + Penalty 3373.883596 = -3933128.484808
  nChanged 4
		SP:Iteration 34Q (87579.220000 sec): 3 clusters
  Score: Raw -3936503.024395 + Penalty 3373.883596 = -3933129.140800
  nChanged 5
		SP:Iteration 35Q (87579.520000 sec): 3 clusters
  Score: Raw -3936503.571520 + Penalty 3373.883596 = -3933129.687925
  nChanged 2
		SP:Iteration 36Q (87579.810000 sec): 3 clusters
  Score: Raw -3936503.712262 + Penalty 3373.883596 = -3933129.828666
  nChanged 1
		SP:Iteration 37Q (87580.180000 sec): 3 clusters
  Score: Raw -3936503.971424 + Penalty 3373.883596 = -3933130.087828
  nChanged 3
		SP:Iteration 38Q (87580.470000 sec): 3 clusters
  Score: Raw -3936504.837012 + Penalty 3373.883596 = -3933130.953416
  nChanged 3
		SP:Iteration 39Q (87580.810000 sec): 3 clusters
  Score: Raw -3936505.576145 + Penalty 3373.883596 = -3933131.692549
  nChanged 2
		SP:Iteration 40F (87581.150000 sec): 3 clusters
  Score: Raw -3936505.729276 + Penalty 3373.883596 = -3933131.845680
  nChanged 3
		SP:Iteration 41Q (87581.600000 sec): 3 clusters
  Score: Raw -3936506.109198 + Penalty 3373.883596 = -3933132.225602
  nChanged 3
		SP:Iteration 42Q (87581.920000 sec): 3 clusters
  Score: Raw -3936506.645197 + Penalty 3373.883596 = -3933132.761602
  nChanged 4
		SP:Iteration 43Q (87582.250000 sec): 3 clusters
  Score: Raw -3936507.043047 + Penalty 3373.883596 = -3933133.159451
  nChanged 5
		SP:Iteration 44Q (87582.610000 sec): 3 clusters
  Score: Raw -3936507.643438 + Penalty 3373.883596 = -3933133.759842
  nChanged 3
		SP:Iteration 45Q (87582.970000 sec): 3 clusters
  Score: Raw -3936508.223142 + Penalty 3373.883596 = -3933134.339546
  nChanged 6
		SP:Iteration 46Q (87583.300000 sec): 3 clusters
  Score: Raw -3936509.312417 + Penalty 3373.883596 = -3933135.428822
  nChanged 6
		SP:Iteration 47Q (87583.750000 sec): 3 clusters
  Score: Raw -3936510.250928 + Penalty 3373.883596 = -3933136.367332
  nChanged 7
		SP:Iteration 48Q (87584.130000 sec): 3 clusters
  Score: Raw -3936511.002467 + Penalty 3373.883596 = -3933137.118871
  nChanged 5
		SP:Iteration 49Q (87584.480000 sec): 3 clusters
  Score: Raw -3936511.680744 + Penalty 3373.883596 = -3933137.797149
  nChanged 4
		SP:Iteration 50Q (87584.820000 sec): 3 clusters
  Score: Raw -3936512.248529 + Penalty 3373.883596 = -3933138.364933
  nChanged 3
		SP:Iteration 51Q (87585.140000 sec): 3 clusters
  Score: Raw -3936512.651974 + Penalty 3373.883596 = -3933138.768378
  nChanged 5
		SP:Iteration 52Q (87585.420000 sec): 3 clusters
  Score: Raw -3936513.402371 + Penalty 3373.883596 = -3933139.518776
  nChanged 6
		SP:Iteration 53Q (87585.750000 sec): 3 clusters
  Score: Raw -3936514.516183 + Penalty 3373.883596 = -3933140.632587
  nChanged 9
		SP:Iteration 54Q (87586.080000 sec): 3 clusters
  Score: Raw -3936516.363981 + Penalty 3373.883596 = -3933142.480385
  nChanged 5
		SP:Iteration 55Q (87586.390000 sec): 3 clusters
  Score: Raw -3936517.509819 + Penalty 3373.883596 = -3933143.626223
  nChanged 4
		SP:Iteration 56Q (87586.740000 sec): 3 clusters
  Score: Raw -3936518.045309 + Penalty 3373.883596 = -3933144.161714
  nChanged 4
		SP:Iteration 57Q (87587.050000 sec): 3 clusters
  Score: Raw -3936518.465587 + Penalty 3373.883596 = -3933144.581991
  nChanged 4
		SP:Iteration 58Q (87587.310000 sec): 3 clusters
  Score: Raw -3936519.438504 + Penalty 3373.883596 = -3933145.554908
  nChanged 9
		SP:Iteration 59Q (87587.610000 sec): 3 clusters
  Score: Raw -3936520.585841 + Penalty 3373.883596 = -3933146.702245
  nChanged 6
		SP:Iteration 60F (87587.950000 sec): 3 clusters
  Score: Raw -3936521.466736 + Penalty 3373.883596 = -3933147.583140
  nChanged 4
		SP:Iteration 61Q (87588.310000 sec): 3 clusters
  Score: Raw -3936522.029076 + Penalty 3373.883596 = -3933148.145480
  nChanged 4
		SP:Iteration 62Q (87588.680000 sec): 3 clusters
  Score: Raw -3936522.522174 + Penalty 3373.883596 = -3933148.638579
  nChanged 3
		SP:Iteration 63Q (87588.980000 sec): 3 clusters
  Score: Raw -3936522.927158 + Penalty 3373.883596 = -3933149.043562
  nChanged 3
		SP:Iteration 64Q (87589.320000 sec): 3 clusters
  Score: Raw -3936523.452264 + Penalty 3373.883596 = -3933149.568668
  nChanged 0
		SP:Iteration 65F (87589.610000 sec): 3 clusters
  Score: Raw -3936523.452264 + Penalty 3373.883596 = -3933149.568668
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87589.720000 sec): 2 clusters
  Score: Raw -140989.908179 + Penalty 1147.606140 = -139842.302039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87589.920000 sec): 3 clusters
  Score: Raw -140634.950946 + Penalty 2295.212280 = -138339.738665
  nChanged 372
		SP:Iteration 1F (87590.100000 sec): 3 clusters
  Score: Raw -140959.336852 + Penalty 2295.212280 = -138664.124571
  nChanged 117
		SP:Iteration 2F (87590.340000 sec): 3 clusters
  Score: Raw -141108.319920 + Penalty 2295.212280 = -138813.107639
  nChanged 73
		SP:Iteration 3F (87590.550000 sec): 3 clusters
  Score: Raw -141197.067140 + Penalty 2295.212280 = -138901.854859
  nChanged 48
		SP:Iteration 4Q (87590.760000 sec): 3 clusters
  Score: Raw -141266.344439 + Penalty 2295.212280 = -138971.132159
  nChanged 50
		SP:Iteration 5Q (87590.940000 sec): 3 clusters
  Score: Raw -141324.719239 + Penalty 2295.212280 = -139029.506959
  nChanged 33
		SP:Iteration 6Q (87591.160000 sec): 3 clusters
  Score: Raw -141389.859711 + Penalty 2295.212280 = -139094.647430
  nChanged 38
		SP:Iteration 7Q (87591.360000 sec): 3 clusters
  Score: Raw -141447.751420 + Penalty 2295.212280 = -139152.539140
  nChanged 30
		SP:Iteration 8Q (87591.540000 sec): 3 clusters
  Score: Raw -141505.242845 + Penalty 2295.212280 = -139210.030564
  nChanged 36
		SP:Iteration 9Q (87591.720000 sec): 3 clusters
  Score: Raw -141581.341798 + Penalty 2295.212280 = -139286.129518
  nChanged 32
		SP:Iteration 10Q (87591.880000 sec): 3 clusters
  Score: Raw -141647.365255 + Penalty 2295.212280 = -139352.152975
  nChanged 34
		SP:Iteration 11Q (87592.100000 sec): 3 clusters
  Score: Raw -141708.917890 + Penalty 2295.212280 = -139413.705609
  nChanged 20
		SP:Iteration 12Q (87592.340000 sec): 3 clusters
  Score: Raw -141740.653858 + Penalty 2295.212280 = -139445.441578
  nChanged 8
		SP:Iteration 13Q (87592.550000 sec): 3 clusters
  Score: Raw -141750.867359 + Penalty 2295.212280 = -139455.655078
  nChanged 4
		SP:Iteration 14Q (87592.720000 sec): 3 clusters
  Score: Raw -141756.135565 + Penalty 2295.212280 = -139460.923284
  nChanged 3
		SP:Iteration 15Q (87592.950000 sec): 3 clusters
  Score: Raw -141758.445335 + Penalty 2295.212280 = -139463.233054
  nChanged 2
		SP:Iteration 16Q (87593.150000 sec): 3 clusters
  Score: Raw -141759.857638 + Penalty 2295.212280 = -139464.645358
  nChanged 2
		SP:Iteration 17Q (87593.300000 sec): 3 clusters
  Score: Raw -141760.833388 + Penalty 2295.212280 = -139465.621107
  nChanged 1
		SP:Iteration 18Q (87593.510000 sec): 3 clusters
  Score: Raw -141761.562004 + Penalty 2295.212280 = -139466.349723
  nChanged 0
		SP:Iteration 19F (87593.660000 sec): 3 clusters
  Score: Raw -141761.562004 + Penalty 2295.212280 = -139466.349723
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87593.840000 sec): 2 clusters
  Score: Raw -710561.536940 + Penalty 1402.459805 = -709159.077135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87594.010000 sec): 3 clusters
  Score: Raw -707590.766596 + Penalty 2804.919610 = -704785.846986
  nChanged 2280
		SP:Iteration 1F (87594.220000 sec): 3 clusters
  Score: Raw -708824.912139 + Penalty 2804.919610 = -706019.992529
  nChanged 375
		SP:Iteration 2F (87594.440000 sec): 3 clusters
  Score: Raw -708994.735341 + Penalty 2804.919610 = -706189.815731
  nChanged 263
		SP:Iteration 3Q (87594.640000 sec): 3 clusters
  Score: Raw -709090.279409 + Penalty 2804.919610 = -706285.359799
  nChanged 162
		SP:Iteration 4Q (87594.840000 sec): 3 clusters
  Score: Raw -709144.982048 + Penalty 2804.919610 = -706340.062438
  nChanged 127
		SP:Iteration 5Q (87595.030000 sec): 3 clusters
  Score: Raw -709188.360301 + Penalty 2804.919610 = -706383.440691
  nChanged 98
		SP:Iteration 6Q (87595.230000 sec): 3 clusters
  Score: Raw -709218.630132 + Penalty 2804.919610 = -706413.710522
  nChanged 88
		SP:Iteration 7Q (87595.390000 sec): 3 clusters
  Score: Raw -709248.738624 + Penalty 2804.919610 = -706443.819014
  nChanged 76
		SP:Iteration 8Q (87595.540000 sec): 3 clusters
  Score: Raw -709272.216230 + Penalty 2804.919610 = -706467.296620
  nChanged 88
		SP:Iteration 9Q (87595.680000 sec): 3 clusters
  Score: Raw -709296.567221 + Penalty 2804.919610 = -706491.647611
  nChanged 75
		SP:Iteration 10Q (87595.910000 sec): 3 clusters
  Score: Raw -709321.569969 + Penalty 2804.919610 = -706516.650359
  nChanged 81
		SP:Iteration 11Q (87596.140000 sec): 3 clusters
  Score: Raw -709349.374820 + Penalty 2804.919610 = -706544.455210
  nChanged 86
		SP:Iteration 12Q (87596.360000 sec): 3 clusters
  Score: Raw -709378.956928 + Penalty 2804.919610 = -706574.037318
  nChanged 86
		SP:Iteration 13Q (87596.570000 sec): 3 clusters
  Score: Raw -709404.981288 + Penalty 2804.919610 = -706600.061678
  nChanged 79
		SP:Iteration 14Q (87596.760000 sec): 3 clusters
  Score: Raw -709429.527299 + Penalty 2804.919610 = -706624.607689
  nChanged 88
		SP:Iteration 15Q (87597.000000 sec): 3 clusters
  Score: Raw -709457.523181 + Penalty 2804.919610 = -706652.603571
  nChanged 75
		SP:Iteration 16Q (87597.230000 sec): 3 clusters
  Score: Raw -709480.075600 + Penalty 2804.919610 = -706675.155990
  nChanged 65
		SP:Iteration 17Q (87597.470000 sec): 3 clusters
  Score: Raw -709498.424756 + Penalty 2804.919610 = -706693.505146
  nChanged 62
		SP:Iteration 18Q (87597.720000 sec): 3 clusters
  Score: Raw -709518.805583 + Penalty 2804.919610 = -706713.885973
  nChanged 74
		SP:Iteration 19Q (87597.950000 sec): 3 clusters
  Score: Raw -709545.644713 + Penalty 2804.919610 = -706740.725104
  nChanged 85
		SP:Iteration 20F (87598.170000 sec): 3 clusters
  Score: Raw -709580.105261 + Penalty 2804.919610 = -706775.185651
  nChanged 93
		SP:Iteration 21Q (87598.390000 sec): 3 clusters
  Score: Raw -709619.377490 + Penalty 2804.919610 = -706814.457880
  nChanged 105
		SP:Iteration 22Q (87598.600000 sec): 3 clusters
  Score: Raw -709673.685261 + Penalty 2804.919610 = -706868.765651
  nChanged 134
		SP:Iteration 23Q (87598.790000 sec): 3 clusters
  Score: Raw -709748.790797 + Penalty 2804.919610 = -706943.871188
  nChanged 159
		SP:Iteration 24Q (87598.970000 sec): 3 clusters
  Score: Raw -709849.794239 + Penalty 2804.919610 = -707044.874630
  nChanged 144
		SP:Iteration 25Q (87599.170000 sec): 3 clusters
  Score: Raw -709939.541058 + Penalty 2804.919610 = -707134.621448
  nChanged 126
		SP:Iteration 26Q (87599.370000 sec): 3 clusters
  Score: Raw -710016.306266 + Penalty 2804.919610 = -707211.386656
  nChanged 131
		SP:Iteration 27Q (87599.520000 sec): 3 clusters
  Score: Raw -710093.252027 + Penalty 2804.919610 = -707288.332417
  nChanged 107
		SP:Iteration 28Q (87599.760000 sec): 3 clusters
  Score: Raw -710163.767575 + Penalty 2804.919610 = -707358.847965
  nChanged 100
		SP:Iteration 29Q (87599.920000 sec): 3 clusters
  Score: Raw -710238.453610 + Penalty 2804.919610 = -707433.534000
  nChanged 90
		SP:Iteration 30Q (87600.160000 sec): 3 clusters
  Score: Raw -710298.404364 + Penalty 2804.919610 = -707493.484754
  nChanged 84
		SP:Iteration 31Q (87600.360000 sec): 3 clusters
  Score: Raw -710352.142823 + Penalty 2804.919610 = -707547.223213
  nChanged 64
		SP:Iteration 32Q (87600.580000 sec): 3 clusters
  Score: Raw -710398.074385 + Penalty 2804.919610 = -707593.154775
  nChanged 63
		SP:Iteration 33Q (87600.820000 sec): 3 clusters
  Score: Raw -710440.818437 + Penalty 2804.919610 = -707635.898827
  nChanged 54
		SP:Iteration 34Q (87601.040000 sec): 3 clusters
  Score: Raw -710477.948322 + Penalty 2804.919610 = -707673.028712
  nChanged 45
		SP:Iteration 35Q (87601.290000 sec): 3 clusters
  Score: Raw -710504.980819 + Penalty 2804.919610 = -707700.061209
  nChanged 34
		SP:Iteration 36Q (87601.500000 sec): 3 clusters
  Score: Raw -710526.949136 + Penalty 2804.919610 = -707722.029526
  nChanged 36
		SP:Iteration 37Q (87601.680000 sec): 3 clusters
  Score: Raw -710555.729709 + Penalty 2804.919610 = -707750.810099
  nChanged 31
		SP:Iteration 38Q (87601.870000 sec): 3 clusters
  Score: Raw -710582.781291 + Penalty 2804.919610 = -707777.861681
  nChanged 25
		SP:Iteration 39Q (87602.100000 sec): 3 clusters
  Score: Raw -710598.802579 + Penalty 2804.919610 = -707793.882969
  nChanged 22
		SP:Iteration 40F (87602.300000 sec): 3 clusters
  Score: Raw -710616.201776 + Penalty 2804.919610 = -707811.282167
  nChanged 25
		SP:Iteration 41Q (87602.530000 sec): 3 clusters
  Score: Raw -710641.059864 + Penalty 2804.919610 = -707836.140254
  nChanged 18
		SP:Iteration 42Q (87602.720000 sec): 3 clusters
  Score: Raw -710655.515422 + Penalty 2804.919610 = -707850.595812
  nChanged 14
		SP:Iteration 43Q (87602.950000 sec): 3 clusters
  Score: Raw -710665.764501 + Penalty 2804.919610 = -707860.844891
  nChanged 9
		SP:Iteration 44Q (87603.160000 sec): 3 clusters
  Score: Raw -710672.259321 + Penalty 2804.919610 = -707867.339711
  nChanged 13
		SP:Iteration 45Q (87603.450000 sec): 3 clusters
  Score: Raw -710681.465673 + Penalty 2804.919610 = -707876.546064
  nChanged 11
		SP:Iteration 46Q (87603.600000 sec): 3 clusters
  Score: Raw -710693.040761 + Penalty 2804.919610 = -707888.121151
  nChanged 7
		SP:Iteration 47Q (87603.810000 sec): 3 clusters
  Score: Raw -710698.143193 + Penalty 2804.919610 = -707893.223583
  nChanged 5
		SP:Iteration 48Q (87604.000000 sec): 3 clusters
  Score: Raw -710701.840451 + Penalty 2804.919610 = -707896.920841
  nChanged 8
		SP:Iteration 49Q (87604.220000 sec): 3 clusters
  Score: Raw -710707.150868 + Penalty 2804.919610 = -707902.231258
  nChanged 7
		SP:Iteration 50Q (87604.440000 sec): 3 clusters
  Score: Raw -710712.375048 + Penalty 2804.919610 = -707907.455438
  nChanged 3
		SP:Iteration 51Q (87604.640000 sec): 3 clusters
  Score: Raw -710714.736193 + Penalty 2804.919610 = -707909.816583
  nChanged 2
		SP:Iteration 52Q (87604.840000 sec): 3 clusters
  Score: Raw -710715.865367 + Penalty 2804.919610 = -707910.945757
  nChanged 1
		SP:Iteration 53Q (87605.030000 sec): 3 clusters
  Score: Raw -710716.181118 + Penalty 2804.919610 = -707911.261508
  nChanged 0
		SP:Iteration 54F (87605.220000 sec): 3 clusters
  Score: Raw -710716.181118 + Penalty 2804.919610 = -707911.261508
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87605.380000 sec): 2 clusters
  Score: Raw -1315478.478182 + Penalty 1519.335095 = -1313959.143087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87605.590000 sec): 3 clusters
  Score: Raw -1308858.583383 + Penalty 3038.670189 = -1305819.913194
  nChanged 5039
		SP:Iteration 1F (87605.850000 sec): 3 clusters
  Score: Raw -1311668.803595 + Penalty 3038.670189 = -1308630.133406
  nChanged 757
		SP:Iteration 2F (87606.000000 sec): 3 clusters
  Score: Raw -1312079.096702 + Penalty 3038.670189 = -1309040.426513
  nChanged 682
		SP:Iteration 3F (87606.230000 sec): 3 clusters
  Score: Raw -1312451.032702 + Penalty 3038.670189 = -1309412.362513
  nChanged 657
		SP:Iteration 4F (87606.470000 sec): 3 clusters
  Score: Raw -1312844.869334 + Penalty 3038.670189 = -1309806.199145
  nChanged 692
		SP:Iteration 5F (87606.720000 sec): 3 clusters
  Score: Raw -1313308.985619 + Penalty 3038.670189 = -1310270.315430
  nChanged 645
		SP:Iteration 6F (87606.910000 sec): 3 clusters
  Score: Raw -1313758.377294 + Penalty 3038.670189 = -1310719.707105
  nChanged 571
		SP:Iteration 7Q (87607.130000 sec): 3 clusters
  Score: Raw -1314121.126738 + Penalty 3038.670189 = -1311082.456549
  nChanged 484
		SP:Iteration 8Q (87607.310000 sec): 3 clusters
  Score: Raw -1314430.112510 + Penalty 3038.670189 = -1311391.442321
  nChanged 427
		SP:Iteration 9Q (87607.580000 sec): 3 clusters
  Score: Raw -1314681.388731 + Penalty 3038.670189 = -1311642.718542
  nChanged 324
		SP:Iteration 10Q (87607.770000 sec): 3 clusters
  Score: Raw -1314859.049080 + Penalty 3038.670189 = -1311820.378891
  nChanged 269
		SP:Iteration 11Q (87607.960000 sec): 3 clusters
  Score: Raw -1315004.761913 + Penalty 3038.670189 = -1311966.091724
  nChanged 257
		SP:Iteration 12Q (87608.180000 sec): 3 clusters
  Score: Raw -1315143.532156 + Penalty 3038.670189 = -1312104.861967
  nChanged 215
		SP:Iteration 13Q (87608.410000 sec): 3 clusters
  Score: Raw -1315246.950334 + Penalty 3038.670189 = -1312208.280145
  nChanged 171
		SP:Iteration 14Q (87608.560000 sec): 3 clusters
  Score: Raw -1315335.296073 + Penalty 3038.670189 = -1312296.625884
  nChanged 157
		SP:Iteration 15Q (87608.820000 sec): 3 clusters
  Score: Raw -1315420.684817 + Penalty 3038.670189 = -1312382.014628
  nChanged 133
		SP:Iteration 16Q (87608.970000 sec): 3 clusters
  Score: Raw -1315491.979942 + Penalty 3038.670189 = -1312453.309753
  nChanged 119
		SP:Iteration 17Q (87609.190000 sec): 3 clusters
  Score: Raw -1315554.178967 + Penalty 3038.670189 = -1312515.508778
  nChanged 86
		SP:Iteration 18Q (87609.410000 sec): 3 clusters
  Score: Raw -1315599.727939 + Penalty 3038.670189 = -1312561.057750
  nChanged 78
		SP:Iteration 19Q (87609.630000 sec): 3 clusters
  Score: Raw -1315644.043527 + Penalty 3038.670189 = -1312605.373338
  nChanged 66
		SP:Iteration 20F (87609.860000 sec): 3 clusters
  Score: Raw -1315674.439186 + Penalty 3038.670189 = -1312635.768997
  nChanged 48
		SP:Iteration 21Q (87610.080000 sec): 3 clusters
  Score: Raw -1315694.781814 + Penalty 3038.670189 = -1312656.111625
  nChanged 37
		SP:Iteration 22Q (87610.360000 sec): 3 clusters
  Score: Raw -1315711.761563 + Penalty 3038.670189 = -1312673.091374
  nChanged 24
		SP:Iteration 23Q (87610.520000 sec): 3 clusters
  Score: Raw -1315720.317015 + Penalty 3038.670189 = -1312681.646826
  nChanged 23
		SP:Iteration 24Q (87610.760000 sec): 3 clusters
  Score: Raw -1315733.171730 + Penalty 3038.670189 = -1312694.501541
  nChanged 19
		SP:Iteration 25Q (87610.950000 sec): 3 clusters
  Score: Raw -1315749.516452 + Penalty 3038.670189 = -1312710.846263
  nChanged 21
		SP:Iteration 26Q (87611.170000 sec): 3 clusters
  Score: Raw -1315770.722789 + Penalty 3038.670189 = -1312732.052600
  nChanged 25
		SP:Iteration 27Q (87611.390000 sec): 3 clusters
  Score: Raw -1315794.921559 + Penalty 3038.670189 = -1312756.251370
  nChanged 24
		SP:Iteration 28Q (87611.660000 sec): 3 clusters
  Score: Raw -1315811.707398 + Penalty 3038.670189 = -1312773.037209
  nChanged 17
		SP:Iteration 29Q (87611.910000 sec): 3 clusters
  Score: Raw -1315821.550508 + Penalty 3038.670189 = -1312782.880319
  nChanged 11
		SP:Iteration 30Q (87612.120000 sec): 3 clusters
  Score: Raw -1315826.716410 + Penalty 3038.670189 = -1312788.046221
  nChanged 10
		SP:Iteration 31Q (87612.340000 sec): 3 clusters
  Score: Raw -1315831.301272 + Penalty 3038.670189 = -1312792.631083
  nChanged 6
		SP:Iteration 32Q (87612.520000 sec): 3 clusters
  Score: Raw -1315833.909673 + Penalty 3038.670189 = -1312795.239483
  nChanged 4
		SP:Iteration 33Q (87612.740000 sec): 3 clusters
  Score: Raw -1315834.810480 + Penalty 3038.670189 = -1312796.140291
  nChanged 0
		SP:Iteration 34F (87612.960000 sec): 3 clusters
  Score: Raw -1315834.810480 + Penalty 3038.670189 = -1312796.140291
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (28919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87613.180000 sec): 2 clusters
  Score: Raw -3544478.622365 + Penalty 1669.241291 = -3542809.381074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87613.510000 sec): 3 clusters
  Score: Raw -3526724.430177 + Penalty 3338.482582 = -3523385.947595
  nChanged 13175
		SP:Iteration 1F (87613.800000 sec): 3 clusters
  Score: Raw -3534367.367433 + Penalty 3338.482582 = -3531028.884851
  nChanged 1831
		SP:Iteration 2F (87614.170000 sec): 3 clusters
  Score: Raw -3535381.809274 + Penalty 3338.482582 = -3532043.326692
  nChanged 2051
		SP:Iteration 3F (87614.550000 sec): 3 clusters
  Score: Raw -3536635.689921 + Penalty 3338.482582 = -3533297.207339
  nChanged 2036
		SP:Iteration 4F (87614.900000 sec): 3 clusters
  Score: Raw -3537922.527404 + Penalty 3338.482582 = -3534584.044823
  nChanged 1854
		SP:Iteration 5F (87615.210000 sec): 3 clusters
  Score: Raw -3539077.032742 + Penalty 3338.482582 = -3535738.550160
  nChanged 1554
		SP:Iteration 6F (87615.500000 sec): 3 clusters
  Score: Raw -3540039.369281 + Penalty 3338.482582 = -3536700.886699
  nChanged 1294
		SP:Iteration 7Q (87615.840000 sec): 3 clusters
  Score: Raw -3540867.449031 + Penalty 3338.482582 = -3537528.966449
  nChanged 1139
		SP:Iteration 8Q (87616.250000 sec): 3 clusters
  Score: Raw -3541644.809763 + Penalty 3338.482582 = -3538306.327182
  nChanged 1019
		SP:Iteration 9Q (87616.650000 sec): 3 clusters
  Score: Raw -3542424.283639 + Penalty 3338.482582 = -3539085.801057
  nChanged 908
		SP:Iteration 10Q (87616.960000 sec): 3 clusters
  Score: Raw -3543188.498378 + Penalty 3338.482582 = -3539850.015796
  nChanged 721
		SP:Iteration 11Q (87617.290000 sec): 3 clusters
  Score: Raw -3543782.447494 + Penalty 3338.482582 = -3540443.964913
  nChanged 459
		SP:Iteration 12Q (87617.640000 sec): 3 clusters
  Score: Raw -3544169.072333 + Penalty 3338.482582 = -3540830.589751
  nChanged 262
		SP:Iteration 13Q (87617.970000 sec): 3 clusters
  Score: Raw -3544372.284786 + Penalty 3338.482582 = -3541033.802204
  nChanged 160
		SP:Iteration 14Q (87618.270000 sec): 3 clusters
  Score: Raw -3544501.251952 + Penalty 3338.482582 = -3541162.769370
  nChanged 98
		SP:Iteration 15Q (87618.500000 sec): 3 clusters
  Score: Raw -3544579.845698 + Penalty 3338.482582 = -3541241.363116
  nChanged 57
		SP:Iteration 16Q (87618.760000 sec): 3 clusters
  Score: Raw -3544621.609863 + Penalty 3338.482582 = -3541283.127282
  nChanged 36
		SP:Iteration 17Q (87619.070000 sec): 3 clusters
  Score: Raw -3544651.469956 + Penalty 3338.482582 = -3541312.987375
  nChanged 23
		SP:Iteration 18Q (87619.340000 sec): 3 clusters
  Score: Raw -3544670.445893 + Penalty 3338.482582 = -3541331.963311
  nChanged 18
		SP:Iteration 19Q (87619.680000 sec): 3 clusters
  Score: Raw -3544683.675741 + Penalty 3338.482582 = -3541345.193159
  nChanged 11
		SP:Iteration 20F (87619.980000 sec): 3 clusters
  Score: Raw -3544692.895590 + Penalty 3338.482582 = -3541354.413008
  nChanged 12
		SP:Iteration 21Q (87620.310000 sec): 3 clusters
  Score: Raw -3544703.315605 + Penalty 3338.482582 = -3541364.833024
  nChanged 7
		SP:Iteration 22Q (87620.610000 sec): 3 clusters
  Score: Raw -3544709.591942 + Penalty 3338.482582 = -3541371.109361
  nChanged 9
		SP:Iteration 23Q (87620.880000 sec): 3 clusters
  Score: Raw -3544716.723112 + Penalty 3338.482582 = -3541378.240530
  nChanged 6
		SP:Iteration 24Q (87621.170000 sec): 3 clusters
  Score: Raw -3544723.757007 + Penalty 3338.482582 = -3541385.274426
  nChanged 11
		SP:Iteration 25Q (87621.510000 sec): 3 clusters
  Score: Raw -3544731.955409 + Penalty 3338.482582 = -3541393.472827
  nChanged 9
		SP:Iteration 26Q (87621.870000 sec): 3 clusters
  Score: Raw -3544738.534159 + Penalty 3338.482582 = -3541400.051577
  nChanged 9
		SP:Iteration 27Q (87622.170000 sec): 3 clusters
  Score: Raw -3544746.810783 + Penalty 3338.482582 = -3541408.328201
  nChanged 7
		SP:Iteration 28Q (87622.480000 sec): 3 clusters
  Score: Raw -3544753.791702 + Penalty 3338.482582 = -3541415.309120
  nChanged 7
		SP:Iteration 29Q (87622.770000 sec): 3 clusters
  Score: Raw -3544761.264047 + Penalty 3338.482582 = -3541422.781465
  nChanged 3
		SP:Iteration 30Q (87623.090000 sec): 3 clusters
  Score: Raw -3544763.202375 + Penalty 3338.482582 = -3541424.719793
  nChanged 2
		SP:Iteration 31Q (87623.380000 sec): 3 clusters
  Score: Raw -3544765.021213 + Penalty 3338.482582 = -3541426.538631
  nChanged 4
		SP:Iteration 32Q (87623.660000 sec): 3 clusters
  Score: Raw -3544767.527524 + Penalty 3338.482582 = -3541429.044942
  nChanged 4
		SP:Iteration 33Q (87623.980000 sec): 3 clusters
  Score: Raw -3544770.922125 + Penalty 3338.482582 = -3541432.439543
  nChanged 4
		SP:Iteration 34Q (87624.300000 sec): 3 clusters
  Score: Raw -3544774.346754 + Penalty 3338.482582 = -3541435.864172
  nChanged 6
		SP:Iteration 35Q (87624.620000 sec): 3 clusters
  Score: Raw -3544780.888037 + Penalty 3338.482582 = -3541442.405455
  nChanged 8
		SP:Iteration 36Q (87624.900000 sec): 3 clusters
  Score: Raw -3544785.461257 + Penalty 3338.482582 = -3541446.978675
  nChanged 6
		SP:Iteration 37Q (87625.190000 sec): 3 clusters
  Score: Raw -3544791.605381 + Penalty 3338.482582 = -3541453.122799
  nChanged 5
		SP:Iteration 38Q (87625.520000 sec): 3 clusters
  Score: Raw -3544796.837962 + Penalty 3338.482582 = -3541458.355381
  nChanged 2
		SP:Iteration 39Q (87625.860000 sec): 3 clusters
  Score: Raw -3544799.325788 + Penalty 3338.482582 = -3541460.843206
  nChanged 1
		SP:Iteration 40F (87626.210000 sec): 3 clusters
  Score: Raw -3544799.490725 + Penalty 3338.482582 = -3541461.008143
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (23878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87626.440000 sec): 2 clusters
  Score: Raw -2810458.150022 + Penalty 1638.115832 = -2808820.034190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87626.780000 sec): 3 clusters
  Score: Raw -2795904.429672 + Penalty 3276.231664 = -2792628.198008
  nChanged 10922
		SP:Iteration 1F (87627.120000 sec): 3 clusters
  Score: Raw -2802020.798932 + Penalty 3276.231664 = -2798744.567268
  nChanged 1176
		SP:Iteration 2Q (87627.460000 sec): 3 clusters
  Score: Raw -2802502.547421 + Penalty 3276.231664 = -2799226.315757
  nChanged 1261
		SP:Iteration 3F (87627.820000 sec): 3 clusters
  Score: Raw -2803117.546906 + Penalty 3276.231664 = -2799841.315242
  nChanged 1439
		SP:Iteration 4F (87628.200000 sec): 3 clusters
  Score: Raw -2803946.900551 + Penalty 3276.231664 = -2800670.668888
  nChanged 1514
		SP:Iteration 5F (87628.520000 sec): 3 clusters
  Score: Raw -2805010.653409 + Penalty 3276.231664 = -2801734.421745
  nChanged 1612
		SP:Iteration 6F (87628.830000 sec): 3 clusters
  Score: Raw -2806279.445645 + Penalty 3276.231664 = -2803003.213981
  nChanged 1513
		SP:Iteration 7F (87629.110000 sec): 3 clusters
  Score: Raw -2807506.075354 + Penalty 3276.231664 = -2804229.843690
  nChanged 1228
		SP:Iteration 8F (87629.380000 sec): 3 clusters
  Score: Raw -2808461.396672 + Penalty 3276.231664 = -2805185.165008
  nChanged 885
		SP:Iteration 9Q (87629.700000 sec): 3 clusters
  Score: Raw -2809068.021612 + Penalty 3276.231664 = -2805791.789948
  nChanged 639
		SP:Iteration 10Q (87630.080000 sec): 3 clusters
  Score: Raw -2809470.408748 + Penalty 3276.231664 = -2806194.177084
  nChanged 523
		SP:Iteration 11Q (87630.360000 sec): 3 clusters
  Score: Raw -2809797.002909 + Penalty 3276.231664 = -2806520.771245
  nChanged 439
		SP:Iteration 12Q (87630.670000 sec): 3 clusters
  Score: Raw -2810051.093337 + Penalty 3276.231664 = -2806774.861673
  nChanged 384
		SP:Iteration 13Q (87631.030000 sec): 3 clusters
  Score: Raw -2810267.249036 + Penalty 3276.231664 = -2806991.017372
  nChanged 340
		SP:Iteration 14Q (87631.340000 sec): 3 clusters
  Score: Raw -2810441.036391 + Penalty 3276.231664 = -2807164.804727
  nChanged 260
		SP:Iteration 15Q (87631.650000 sec): 3 clusters
  Score: Raw -2810572.604108 + Penalty 3276.231664 = -2807296.372444
  nChanged 225
		SP:Iteration 16Q (87631.940000 sec): 3 clusters
  Score: Raw -2810697.576368 + Penalty 3276.231664 = -2807421.344704
  nChanged 200
		SP:Iteration 17Q (87632.220000 sec): 3 clusters
  Score: Raw -2810810.144864 + Penalty 3276.231664 = -2807533.913200
  nChanged 177
		SP:Iteration 18Q (87632.530000 sec): 3 clusters
  Score: Raw -2810897.963190 + Penalty 3276.231664 = -2807621.731526
  nChanged 177
		SP:Iteration 19Q (87632.880000 sec): 3 clusters
  Score: Raw -2811000.499240 + Penalty 3276.231664 = -2807724.267576
  nChanged 167
		SP:Iteration 20F (87633.150000 sec): 3 clusters
  Score: Raw -2811107.301465 + Penalty 3276.231664 = -2807831.069802
  nChanged 142
		SP:Iteration 21Q (87633.420000 sec): 3 clusters
  Score: Raw -2811189.335409 + Penalty 3276.231664 = -2807913.103745
  nChanged 126
		SP:Iteration 22Q (87633.770000 sec): 3 clusters
  Score: Raw -2811259.674193 + Penalty 3276.231664 = -2807983.442529
  nChanged 111
		SP:Iteration 23Q (87634.090000 sec): 3 clusters
  Score: Raw -2811321.228255 + Penalty 3276.231664 = -2808044.996591
  nChanged 100
		SP:Iteration 24Q (87634.440000 sec): 3 clusters
  Score: Raw -2811371.775571 + Penalty 3276.231664 = -2808095.543907
  nChanged 85
		SP:Iteration 25Q (87634.740000 sec): 3 clusters
  Score: Raw -2811407.984929 + Penalty 3276.231664 = -2808131.753265
  nChanged 58
		SP:Iteration 26Q (87634.990000 sec): 3 clusters
  Score: Raw -2811435.952107 + Penalty 3276.231664 = -2808159.720443
  nChanged 61
		SP:Iteration 27Q (87635.320000 sec): 3 clusters
  Score: Raw -2811461.835383 + Penalty 3276.231664 = -2808185.603719
  nChanged 52
		SP:Iteration 28Q (87635.630000 sec): 3 clusters
  Score: Raw -2811480.352151 + Penalty 3276.231664 = -2808204.120487
  nChanged 56
		SP:Iteration 29Q (87635.970000 sec): 3 clusters
  Score: Raw -2811500.997470 + Penalty 3276.231664 = -2808224.765806
  nChanged 42
		SP:Iteration 30Q (87636.270000 sec): 3 clusters
  Score: Raw -2811513.978949 + Penalty 3276.231664 = -2808237.747285
  nChanged 28
		SP:Iteration 31Q (87636.590000 sec): 3 clusters
  Score: Raw -2811524.370030 + Penalty 3276.231664 = -2808248.138367
  nChanged 29
		SP:Iteration 32Q (87636.940000 sec): 3 clusters
  Score: Raw -2811534.992524 + Penalty 3276.231664 = -2808258.760860
  nChanged 21
		SP:Iteration 33Q (87637.180000 sec): 3 clusters
  Score: Raw -2811541.701671 + Penalty 3276.231664 = -2808265.470007
  nChanged 16
		SP:Iteration 34Q (87637.530000 sec): 3 clusters
  Score: Raw -2811545.919653 + Penalty 3276.231664 = -2808269.687989
  nChanged 11
		SP:Iteration 35Q (87637.810000 sec): 3 clusters
  Score: Raw -2811548.468859 + Penalty 3276.231664 = -2808272.237195
  nChanged 9
		SP:Iteration 36Q (87638.120000 sec): 3 clusters
  Score: Raw -2811550.083016 + Penalty 3276.231664 = -2808273.851352
  nChanged 3
		SP:Iteration 37Q (87638.410000 sec): 3 clusters
  Score: Raw -2811550.980127 + Penalty 3276.231664 = -2808274.748463
  nChanged 2
		SP:Iteration 38Q (87638.710000 sec): 3 clusters
  Score: Raw -2811551.190258 + Penalty 3276.231664 = -2808274.958594
  nChanged 1
		SP:Iteration 39Q (87639.020000 sec): 3 clusters
  Score: Raw -2811551.394346 + Penalty 3276.231664 = -2808275.162682
  nChanged 1
		SP:Iteration 40F (87639.270000 sec): 3 clusters
  Score: Raw -2811551.457128 + Penalty 3276.231664 = -2808275.225464
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87639.440000 sec): 2 clusters
  Score: Raw -2087559.166769 + Penalty 1592.285896 = -2085966.880873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87639.720000 sec): 3 clusters
  Score: Raw -2076767.190971 + Penalty 3184.571792 = -2073582.619179
  nChanged 8111
		SP:Iteration 1F (87639.960000 sec): 3 clusters
  Score: Raw -2081462.274425 + Penalty 3184.571792 = -2078277.702633
  nChanged 1091
		SP:Iteration 2F (87640.250000 sec): 3 clusters
  Score: Raw -2082029.414640 + Penalty 3184.571792 = -2078844.842848
  nChanged 1058
		SP:Iteration 3F (87640.500000 sec): 3 clusters
  Score: Raw -2082589.004888 + Penalty 3184.571792 = -2079404.433096
  nChanged 1065
		SP:Iteration 4F (87640.750000 sec): 3 clusters
  Score: Raw -2083206.761577 + Penalty 3184.571792 = -2080022.189785
  nChanged 1073
		SP:Iteration 5F (87641.050000 sec): 3 clusters
  Score: Raw -2083911.960138 + Penalty 3184.571792 = -2080727.388345
  nChanged 1073
		SP:Iteration 6F (87641.290000 sec): 3 clusters
  Score: Raw -2084597.331809 + Penalty 3184.571792 = -2081412.760017
  nChanged 959
		SP:Iteration 7F (87641.590000 sec): 3 clusters
  Score: Raw -2085282.035848 + Penalty 3184.571792 = -2082097.464055
  nChanged 892
		SP:Iteration 8Q (87641.840000 sec): 3 clusters
  Score: Raw -2085958.214962 + Penalty 3184.571792 = -2082773.643169
  nChanged 692
		SP:Iteration 9Q (87642.130000 sec): 3 clusters
  Score: Raw -2086462.827235 + Penalty 3184.571792 = -2083278.255443
  nChanged 576
		SP:Iteration 10Q (87642.340000 sec): 3 clusters
  Score: Raw -2086832.949597 + Penalty 3184.571792 = -2083648.377805
  nChanged 430
		SP:Iteration 11Q (87642.620000 sec): 3 clusters
  Score: Raw -2087080.735962 + Penalty 3184.571792 = -2083896.164169
  nChanged 359
		SP:Iteration 12Q (87642.980000 sec): 3 clusters
  Score: Raw -2087293.410478 + Penalty 3184.571792 = -2084108.838685
  nChanged 322
		SP:Iteration 13Q (87643.310000 sec): 3 clusters
  Score: Raw -2087490.452738 + Penalty 3184.571792 = -2084305.880945
  nChanged 291
		SP:Iteration 14Q (87643.600000 sec): 3 clusters
  Score: Raw -2087656.074497 + Penalty 3184.571792 = -2084471.502704
  nChanged 245
		SP:Iteration 15Q (87643.850000 sec): 3 clusters
  Score: Raw -2087786.248735 + Penalty 3184.571792 = -2084601.676943
  nChanged 221
		SP:Iteration 16Q (87644.140000 sec): 3 clusters
  Score: Raw -2087896.683787 + Penalty 3184.571792 = -2084712.111995
  nChanged 187
		SP:Iteration 17Q (87644.410000 sec): 3 clusters
  Score: Raw -2087985.238129 + Penalty 3184.571792 = -2084800.666337
  nChanged 165
		SP:Iteration 18Q (87644.670000 sec): 3 clusters
  Score: Raw -2088052.050507 + Penalty 3184.571792 = -2084867.478715
  nChanged 134
		SP:Iteration 19Q (87644.970000 sec): 3 clusters
  Score: Raw -2088107.619117 + Penalty 3184.571792 = -2084923.047324
  nChanged 133
		SP:Iteration 20F (87645.220000 sec): 3 clusters
  Score: Raw -2088164.649642 + Penalty 3184.571792 = -2084980.077849
  nChanged 107
		SP:Iteration 21Q (87645.510000 sec): 3 clusters
  Score: Raw -2088204.557531 + Penalty 3184.571792 = -2085019.985739
  nChanged 86
		SP:Iteration 22Q (87645.820000 sec): 3 clusters
  Score: Raw -2088233.847933 + Penalty 3184.571792 = -2085049.276141
  nChanged 76
		SP:Iteration 23Q (87646.090000 sec): 3 clusters
  Score: Raw -2088258.047673 + Penalty 3184.571792 = -2085073.475880
  nChanged 65
		SP:Iteration 24Q (87646.390000 sec): 3 clusters
  Score: Raw -2088279.715648 + Penalty 3184.571792 = -2085095.143855
  nChanged 60
		SP:Iteration 25Q (87646.700000 sec): 3 clusters
  Score: Raw -2088295.957838 + Penalty 3184.571792 = -2085111.386046
  nChanged 62
		SP:Iteration 26Q (87647.010000 sec): 3 clusters
  Score: Raw -2088313.284578 + Penalty 3184.571792 = -2085128.712786
  nChanged 53
		SP:Iteration 27Q (87647.330000 sec): 3 clusters
  Score: Raw -2088324.846741 + Penalty 3184.571792 = -2085140.274949
  nChanged 43
		SP:Iteration 28Q (87647.610000 sec): 3 clusters
  Score: Raw -2088333.496570 + Penalty 3184.571792 = -2085148.924777
  nChanged 37
		SP:Iteration 29Q (87647.870000 sec): 3 clusters
  Score: Raw -2088341.591957 + Penalty 3184.571792 = -2085157.020164
  nChanged 31
		SP:Iteration 30Q (87648.090000 sec): 3 clusters
  Score: Raw -2088348.120592 + Penalty 3184.571792 = -2085163.548800
  nChanged 33
		SP:Iteration 31Q (87648.380000 sec): 3 clusters
  Score: Raw -2088353.993269 + Penalty 3184.571792 = -2085169.421477
  nChanged 28
		SP:Iteration 32Q (87648.640000 sec): 3 clusters
  Score: Raw -2088360.361479 + Penalty 3184.571792 = -2085175.789686
  nChanged 29
		SP:Iteration 33Q (87648.880000 sec): 3 clusters
  Score: Raw -2088365.313650 + Penalty 3184.571792 = -2085180.741858
  nChanged 20
		SP:Iteration 34Q (87649.150000 sec): 3 clusters
  Score: Raw -2088368.574180 + Penalty 3184.571792 = -2085184.002387
  nChanged 20
		SP:Iteration 35Q (87649.470000 sec): 3 clusters
  Score: Raw -2088371.045831 + Penalty 3184.571792 = -2085186.474039
  nChanged 13
		SP:Iteration 36Q (87649.760000 sec): 3 clusters
  Score: Raw -2088372.579065 + Penalty 3184.571792 = -2085188.007273
  nChanged 13
		SP:Iteration 37Q (87650.000000 sec): 3 clusters
  Score: Raw -2088374.084868 + Penalty 3184.571792 = -2085189.513075
  nChanged 9
		SP:Iteration 38Q (87650.300000 sec): 3 clusters
  Score: Raw -2088375.037467 + Penalty 3184.571792 = -2085190.465675
  nChanged 7
		SP:Iteration 39Q (87650.590000 sec): 3 clusters
  Score: Raw -2088375.676925 + Penalty 3184.571792 = -2085191.105132
  nChanged 6
		SP:Iteration 40F (87650.820000 sec): 3 clusters
  Score: Raw -2088376.085430 + Penalty 3184.571792 = -2085191.513638
  nChanged 4
		SP:Iteration 41Q (87651.040000 sec): 3 clusters
  Score: Raw -2088376.369229 + Penalty 3184.571792 = -2085191.797437
  nChanged 1
		SP:Iteration 42Q (87651.300000 sec): 3 clusters
  Score: Raw -2088376.458366 + Penalty 3184.571792 = -2085191.886574
  nChanged 1
		SP:Iteration 43Q (87651.540000 sec): 3 clusters
  Score: Raw -2088376.534324 + Penalty 3184.571792 = -2085191.962532
  nChanged 1
		SP:Iteration 44Q (87651.790000 sec): 3 clusters
  Score: Raw -2088376.574027 + Penalty 3184.571792 = -2085192.002234
  nChanged 0
		SP:Iteration 45F (87652.050000 sec): 3 clusters
  Score: Raw -2088376.574027 + Penalty 3184.571792 = -2085192.002234
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87652.160000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87652.320000 sec): 3 clusters
  Score: Raw -59138.815853 + Penalty 2040.519463 = -57098.296390
  nChanged 130
		SP:Iteration 1F (87652.480000 sec): 3 clusters
  Score: Raw -59336.974541 + Penalty 2040.519463 = -57296.455078
  nChanged 45
		SP:Iteration 2F (87652.630000 sec): 3 clusters
  Score: Raw -59435.387532 + Penalty 2040.519463 = -57394.868069
  nChanged 20
		SP:Iteration 3Q (87652.860000 sec): 3 clusters
  Score: Raw -59473.127497 + Penalty 2040.519463 = -57432.608034
  nChanged 10
		SP:Iteration 4Q (87653.010000 sec): 3 clusters
  Score: Raw -59490.015728 + Penalty 2040.519463 = -57449.496265
  nChanged 7
		SP:Iteration 5Q (87653.220000 sec): 3 clusters
  Score: Raw -59500.798893 + Penalty 2040.519463 = -57460.279430
  nChanged 6
		SP:Iteration 6Q (87653.440000 sec): 3 clusters
  Score: Raw -59510.614540 + Penalty 2040.519463 = -57470.095077
  nChanged 4
		SP:Iteration 7Q (87653.630000 sec): 3 clusters
  Score: Raw -59515.350189 + Penalty 2040.519463 = -57474.830726
  nChanged 3
		SP:Iteration 8Q (87653.860000 sec): 3 clusters
  Score: Raw -59525.779221 + Penalty 2040.519463 = -57485.259758
  nChanged 2
		SP:Iteration 9Q (87653.990000 sec): 3 clusters
  Score: Raw -59528.208025 + Penalty 2040.519463 = -57487.688563
  nChanged 2
		SP:Iteration 10Q (87654.180000 sec): 3 clusters
  Score: Raw -59542.623600 + Penalty 2040.519463 = -57502.104137
  nChanged 3
		SP:Iteration 11Q (87654.360000 sec): 3 clusters
  Score: Raw -59544.335459 + Penalty 2040.519463 = -57503.815996
  nChanged 0
		SP:Iteration 12F (87654.540000 sec): 3 clusters
  Score: Raw -59544.335459 + Penalty 2040.519463 = -57503.815996
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (68210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87654.990000 sec): 2 clusters
  Score: Raw -7961291.794165 + Penalty 1808.681300 = -7959483.112865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87655.530000 sec): 3 clusters
  Score: Raw -7917594.081573 + Penalty 3617.362600 = -7913976.718973
  nChanged 32261
		SP:Iteration 1F (87656.120000 sec): 3 clusters
  Score: Raw -7936010.412275 + Penalty 3617.362600 = -7932393.049676
  nChanged 2793
		SP:Iteration 2Q (87656.730000 sec): 3 clusters
  Score: Raw -7937071.134934 + Penalty 3617.362600 = -7933453.772335
  nChanged 3127
		SP:Iteration 3Q (87657.290000 sec): 3 clusters
  Score: Raw -7938417.571545 + Penalty 3617.362600 = -7934800.208945
  nChanged 3358
		SP:Iteration 4Q (87657.850000 sec): 3 clusters
  Score: Raw -7939944.419122 + Penalty 3617.362600 = -7936327.056522
  nChanged 3597
		SP:Iteration 5F (87658.320000 sec): 3 clusters
  Score: Raw -7941661.456850 + Penalty 3617.362600 = -7938044.094251
  nChanged 3624
		SP:Iteration 6F (87658.950000 sec): 3 clusters
  Score: Raw -7943596.891191 + Penalty 3617.362600 = -7939979.528591
  nChanged 3809
		SP:Iteration 7F (87659.540000 sec): 3 clusters
  Score: Raw -7945945.362748 + Penalty 3617.362600 = -7942328.000148
  nChanged 4002
		SP:Iteration 8F (87660.080000 sec): 3 clusters
  Score: Raw -7948499.820947 + Penalty 3617.362600 = -7944882.458347
  nChanged 3429
		SP:Iteration 9F (87660.590000 sec): 3 clusters
  Score: Raw -7950240.013180 + Penalty 3617.362600 = -7946622.650581
  nChanged 2407
		SP:Iteration 10Q (87661.140000 sec): 3 clusters
  Score: Raw -7951027.675178 + Penalty 3617.362600 = -7947410.312578
  nChanged 1479
		SP:Iteration 11Q (87661.760000 sec): 3 clusters
  Score: Raw -7951316.995579 + Penalty 3617.362600 = -7947699.632980
  nChanged 888
		SP:Iteration 12Q (87662.320000 sec): 3 clusters
  Score: Raw -7951442.822132 + Penalty 3617.362600 = -7947825.459532
  nChanged 620
		SP:Iteration 13Q (87662.910000 sec): 3 clusters
  Score: Raw -7951527.852702 + Penalty 3617.362600 = -7947910.490103
  nChanged 539
		SP:Iteration 14Q (87663.480000 sec): 3 clusters
  Score: Raw -7951595.597047 + Penalty 3617.362600 = -7947978.234448
  nChanged 498
		SP:Iteration 15Q (87663.970000 sec): 3 clusters
  Score: Raw -7951659.005647 + Penalty 3617.362600 = -7948041.643048
  nChanged 491
		SP:Iteration 16Q (87664.660000 sec): 3 clusters
  Score: Raw -7951729.553303 + Penalty 3617.362600 = -7948112.190703
  nChanged 545
		SP:Iteration 17Q (87665.320000 sec): 3 clusters
  Score: Raw -7951811.143935 + Penalty 3617.362600 = -7948193.781335
  nChanged 611
		SP:Iteration 18Q (87665.860000 sec): 3 clusters
  Score: Raw -7951915.020711 + Penalty 3617.362600 = -7948297.658111
  nChanged 668
		SP:Iteration 19Q (87666.430000 sec): 3 clusters
  Score: Raw -7952032.346239 + Penalty 3617.362600 = -7948414.983639
  nChanged 703
		SP:Iteration 20F (87666.960000 sec): 3 clusters
  Score: Raw -7952164.289872 + Penalty 3617.362600 = -7948546.927273
  nChanged 746
		SP:Iteration 21Q (87667.570000 sec): 3 clusters
  Score: Raw -7952323.556152 + Penalty 3617.362600 = -7948706.193552
  nChanged 806
		SP:Iteration 22Q (87668.130000 sec): 3 clusters
  Score: Raw -7952493.952275 + Penalty 3617.362600 = -7948876.589675
  nChanged 819
		SP:Iteration 23Q (87668.690000 sec): 3 clusters
  Score: Raw -7952678.150087 + Penalty 3617.362600 = -7949060.787487
  nChanged 921
		SP:Iteration 24Q (87669.300000 sec): 3 clusters
  Score: Raw -7952907.627794 + Penalty 3617.362600 = -7949290.265195
  nChanged 998
		SP:Iteration 25Q (87669.800000 sec): 3 clusters
  Score: Raw -7953178.894071 + Penalty 3617.362600 = -7949561.531472
  nChanged 1058
		SP:Iteration 26Q (87670.460000 sec): 3 clusters
  Score: Raw -7953477.779219 + Penalty 3617.362600 = -7949860.416620
  nChanged 1096
		SP:Iteration 27Q (87671.060000 sec): 3 clusters
  Score: Raw -7953802.327751 + Penalty 3617.362600 = -7950184.965151
  nChanged 1088
		SP:Iteration 28Q (87671.530000 sec): 3 clusters
  Score: Raw -7954137.617927 + Penalty 3617.362600 = -7950520.255327
  nChanged 1195
		SP:Iteration 29Q (87672.030000 sec): 3 clusters
  Score: Raw -7954538.187497 + Penalty 3617.362600 = -7950920.824898
  nChanged 1244
		SP:Iteration 30Q (87672.550000 sec): 3 clusters
  Score: Raw -7954976.779342 + Penalty 3617.362600 = -7951359.416742
  nChanged 1260
		SP:Iteration 31Q (87673.020000 sec): 3 clusters
  Score: Raw -7955445.108566 + Penalty 3617.362600 = -7951827.745966
  nChanged 1299
		SP:Iteration 32Q (87673.540000 sec): 3 clusters
  Score: Raw -7955954.888416 + Penalty 3617.362600 = -7952337.525816
  nChanged 1258
		SP:Iteration 33Q (87673.980000 sec): 3 clusters
  Score: Raw -7956478.541132 + Penalty 3617.362600 = -7952861.178532
  nChanged 1227
		SP:Iteration 34Q (87674.540000 sec): 3 clusters
  Score: Raw -7957006.604685 + Penalty 3617.362600 = -7953389.242086
  nChanged 1183
		SP:Iteration 35Q (87675.010000 sec): 3 clusters
  Score: Raw -7957537.698714 + Penalty 3617.362600 = -7953920.336114
  nChanged 1158
		SP:Iteration 36Q (87675.530000 sec): 3 clusters
  Score: Raw -7958089.114560 + Penalty 3617.362600 = -7954471.751960
  nChanged 1140
		SP:Iteration 37Q (87676.030000 sec): 3 clusters
  Score: Raw -7958676.965061 + Penalty 3617.362600 = -7955059.602462
  nChanged 1037
		SP:Iteration 38Q (87676.510000 sec): 3 clusters
  Score: Raw -7959244.668492 + Penalty 3617.362600 = -7955627.305892
  nChanged 957
		SP:Iteration 39Q (87676.990000 sec): 3 clusters
  Score: Raw -7959805.242473 + Penalty 3617.362600 = -7956187.879873
  nChanged 832
		SP:Iteration 40F (87677.550000 sec): 3 clusters
  Score: Raw -7960306.030735 + Penalty 3617.362600 = -7956688.668135
  nChanged 685
		SP:Iteration 41Q (87678.040000 sec): 3 clusters
  Score: Raw -7960709.583281 + Penalty 3617.362600 = -7957092.220681
  nChanged 540
		SP:Iteration 42Q (87678.590000 sec): 3 clusters
  Score: Raw -7961030.960266 + Penalty 3617.362600 = -7957413.597667
  nChanged 388
		SP:Iteration 43Q (87679.070000 sec): 3 clusters
  Score: Raw -7961272.918352 + Penalty 3617.362600 = -7957655.555752
  nChanged 301
		SP:Iteration 44Q (87679.550000 sec): 3 clusters
  Score: Raw -7961486.741613 + Penalty 3617.362600 = -7957869.379014
  nChanged 246
		SP:Iteration 45Q (87680.010000 sec): 3 clusters
  Score: Raw -7961672.996185 + Penalty 3617.362600 = -7958055.633585
  nChanged 197
		SP:Iteration 46Q (87680.570000 sec): 3 clusters
  Score: Raw -7961840.221727 + Penalty 3617.362600 = -7958222.859128
  nChanged 165
		SP:Iteration 47Q (87681.150000 sec): 3 clusters
  Score: Raw -7961986.375817 + Penalty 3617.362600 = -7958369.013218
  nChanged 125
		SP:Iteration 48Q (87681.630000 sec): 3 clusters
  Score: Raw -7962110.928396 + Penalty 3617.362600 = -7958493.565796
  nChanged 124
		SP:Iteration 49Q (87682.090000 sec): 3 clusters
  Score: Raw -7962205.560536 + Penalty 3617.362600 = -7958588.197936
  nChanged 101
		SP:Iteration 50Q (87682.580000 sec): 3 clusters
  Score: Raw -7962273.418133 + Penalty 3617.362600 = -7958656.055534
  nChanged 87
		SP:Iteration 51Q (87683.040000 sec): 3 clusters
  Score: Raw -7962325.995899 + Penalty 3617.362600 = -7958708.633299
  nChanged 70
		SP:Iteration 52Q (87683.600000 sec): 3 clusters
  Score: Raw -7962356.082543 + Penalty 3617.362600 = -7958738.719943
  nChanged 52
		SP:Iteration 53Q (87684.120000 sec): 3 clusters
  Score: Raw -7962376.789775 + Penalty 3617.362600 = -7958759.427175
  nChanged 46
		SP:Iteration 54Q (87684.660000 sec): 3 clusters
  Score: Raw -7962387.625992 + Penalty 3617.362600 = -7958770.263393
  nChanged 28
		SP:Iteration 55Q (87685.170000 sec): 3 clusters
  Score: Raw -7962394.539265 + Penalty 3617.362600 = -7958777.176666
  nChanged 19
		SP:Iteration 56Q (87685.730000 sec): 3 clusters
  Score: Raw -7962398.566825 + Penalty 3617.362600 = -7958781.204226
  nChanged 12
		SP:Iteration 57Q (87686.290000 sec): 3 clusters
  Score: Raw -7962400.856237 + Penalty 3617.362600 = -7958783.493637
  nChanged 14
		SP:Iteration 58Q (87686.840000 sec): 3 clusters
  Score: Raw -7962403.871129 + Penalty 3617.362600 = -7958786.508530
  nChanged 9
		SP:Iteration 59Q (87687.370000 sec): 3 clusters
  Score: Raw -7962405.324915 + Penalty 3617.362600 = -7958787.962315
  nChanged 7
		SP:Iteration 60F (87687.870000 sec): 3 clusters
  Score: Raw -7962407.329705 + Penalty 3617.362600 = -7958789.967106
  nChanged 4
		SP:Iteration 61Q (87688.350000 sec): 3 clusters
  Score: Raw -7962408.030771 + Penalty 3617.362600 = -7958790.668171
  nChanged 6
		SP:Iteration 62Q (87688.870000 sec): 3 clusters
  Score: Raw -7962408.758353 + Penalty 3617.362600 = -7958791.395753
  nChanged 7
		SP:Iteration 63Q (87689.330000 sec): 3 clusters
  Score: Raw -7962409.959226 + Penalty 3617.362600 = -7958792.596626
  nChanged 7
		SP:Iteration 64Q (87689.810000 sec): 3 clusters
  Score: Raw -7962411.621638 + Penalty 3617.362600 = -7958794.259038
  nChanged 6
		SP:Iteration 65Q (87690.270000 sec): 3 clusters
  Score: Raw -7962412.651437 + Penalty 3617.362600 = -7958795.288837
  nChanged 3
		SP:Iteration 66Q (87690.800000 sec): 3 clusters
  Score: Raw -7962413.053921 + Penalty 3617.362600 = -7958795.691321
  nChanged 3
		SP:Iteration 67Q (87691.290000 sec): 3 clusters
  Score: Raw -7962413.378105 + Penalty 3617.362600 = -7958796.015505
  nChanged 1
		SP:Iteration 68Q (87691.730000 sec): 3 clusters
  Score: Raw -7962413.533419 + Penalty 3617.362600 = -7958796.170819
  nChanged 1
		SP:Iteration 69Q (87692.150000 sec): 3 clusters
  Score: Raw -7962413.626206 + Penalty 3617.362600 = -7958796.263606
  nChanged 1
		SP:Iteration 70Q (87692.590000 sec): 3 clusters
  Score: Raw -7962413.741628 + Penalty 3617.362600 = -7958796.379028
  nChanged 1
		SP:Iteration 71Q (87692.980000 sec): 3 clusters
  Score: Raw -7962413.858254 + Penalty 3617.362600 = -7958796.495654
  nChanged 0
		SP:Iteration 72F (87693.510000 sec): 3 clusters
  Score: Raw -7962413.858254 + Penalty 3617.362600 = -7958796.495654
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (101209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87694.010000 sec): 2 clusters
  Score: Raw -11486212.938180 + Penalty 1872.803232 = -11484340.134948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87694.590000 sec): 3 clusters
  Score: Raw -11420293.057265 + Penalty 3745.606464 = -11416547.450801
  nChanged 48381
		SP:Iteration 1F (87695.210000 sec): 3 clusters
  Score: Raw -11448997.436578 + Penalty 3745.606464 = -11445251.830115
  nChanged 4360
		SP:Iteration 2Q (87695.980000 sec): 3 clusters
  Score: Raw -11450571.100675 + Penalty 3745.606464 = -11446825.494211
  nChanged 4912
		SP:Iteration 3Q (87696.680000 sec): 3 clusters
  Score: Raw -11452836.309305 + Penalty 3745.606464 = -11449090.702842
  nChanged 5873
		SP:Iteration 4F (87697.500000 sec): 3 clusters
  Score: Raw -11456310.215434 + Penalty 3745.606464 = -11452564.608970
  nChanged 7057
		SP:Iteration 5F (87698.350000 sec): 3 clusters
  Score: Raw -11461544.380565 + Penalty 3745.606464 = -11457798.774101
  nChanged 7739
		SP:Iteration 6F (87699.120000 sec): 3 clusters
  Score: Raw -11468192.452277 + Penalty 3745.606464 = -11464446.845813
  nChanged 7057
		SP:Iteration 7F (87700.010000 sec): 3 clusters
  Score: Raw -11474694.443129 + Penalty 3745.606464 = -11470948.836666
  nChanged 5354
		SP:Iteration 8F (87700.740000 sec): 3 clusters
  Score: Raw -11479626.426452 + Penalty 3745.606464 = -11475880.819989
  nChanged 3410
		SP:Iteration 9Q (87701.560000 sec): 3 clusters
  Score: Raw -11482558.930861 + Penalty 3745.606464 = -11478813.324398
  nChanged 2095
		SP:Iteration 10Q (87702.340000 sec): 3 clusters
  Score: Raw -11484275.524676 + Penalty 3745.606464 = -11480529.918213
  nChanged 1298
		SP:Iteration 11Q (87703.140000 sec): 3 clusters
  Score: Raw -11485280.534133 + Penalty 3745.606464 = -11481534.927670
  nChanged 789
		SP:Iteration 12Q (87703.810000 sec): 3 clusters
  Score: Raw -11485854.699190 + Penalty 3745.606464 = -11482109.092727
  nChanged 474
		SP:Iteration 13Q (87704.520000 sec): 3 clusters
  Score: Raw -11486168.398377 + Penalty 3745.606464 = -11482422.791913
  nChanged 321
		SP:Iteration 14Q (87705.190000 sec): 3 clusters
  Score: Raw -11486367.300864 + Penalty 3745.606464 = -11482621.694400
  nChanged 240
		SP:Iteration 15Q (87705.810000 sec): 3 clusters
  Score: Raw -11486517.685261 + Penalty 3745.606464 = -11482772.078797
  nChanged 170
		SP:Iteration 16Q (87706.470000 sec): 3 clusters
  Score: Raw -11486618.894218 + Penalty 3745.606464 = -11482873.287755
  nChanged 115
		SP:Iteration 17Q (87707.140000 sec): 3 clusters
  Score: Raw -11486685.826635 + Penalty 3745.606464 = -11482940.220172
  nChanged 104
		SP:Iteration 18Q (87707.770000 sec): 3 clusters
  Score: Raw -11486738.053063 + Penalty 3745.606464 = -11482992.446599
  nChanged 83
		SP:Iteration 19Q (87708.420000 sec): 3 clusters
  Score: Raw -11486780.095189 + Penalty 3745.606464 = -11483034.488725
  nChanged 77
		SP:Iteration 20F (87709.240000 sec): 3 clusters
  Score: Raw -11486821.321362 + Penalty 3745.606464 = -11483075.714898
  nChanged 75
		SP:Iteration 21Q (87709.850000 sec): 3 clusters
  Score: Raw -11486870.366004 + Penalty 3745.606464 = -11483124.759541
  nChanged 78
		SP:Iteration 22Q (87710.510000 sec): 3 clusters
  Score: Raw -11486939.854143 + Penalty 3745.606464 = -11483194.247679
  nChanged 90
		SP:Iteration 23Q (87711.240000 sec): 3 clusters
  Score: Raw -11487024.307994 + Penalty 3745.606464 = -11483278.701530
  nChanged 91
		SP:Iteration 24Q (87711.880000 sec): 3 clusters
  Score: Raw -11487114.915030 + Penalty 3745.606464 = -11483369.308567
  nChanged 107
		SP:Iteration 25Q (87712.610000 sec): 3 clusters
  Score: Raw -11487193.855387 + Penalty 3745.606464 = -11483448.248923
  nChanged 109
		SP:Iteration 26Q (87713.290000 sec): 3 clusters
  Score: Raw -11487291.817380 + Penalty 3745.606464 = -11483546.210916
  nChanged 109
		SP:Iteration 27Q (87713.890000 sec): 3 clusters
  Score: Raw -11487378.705941 + Penalty 3745.606464 = -11483633.099478
  nChanged 99
		SP:Iteration 28Q (87714.520000 sec): 3 clusters
  Score: Raw -11487431.213540 + Penalty 3745.606464 = -11483685.607077
  nChanged 89
		SP:Iteration 29Q (87715.150000 sec): 3 clusters
  Score: Raw -11487475.444034 + Penalty 3745.606464 = -11483729.837570
  nChanged 82
		SP:Iteration 30Q (87715.830000 sec): 3 clusters
  Score: Raw -11487509.328253 + Penalty 3745.606464 = -11483763.721790
  nChanged 68
		SP:Iteration 31Q (87716.500000 sec): 3 clusters
  Score: Raw -11487537.397316 + Penalty 3745.606464 = -11483791.790852
  nChanged 55
		SP:Iteration 32Q (87717.000000 sec): 3 clusters
  Score: Raw -11487557.640570 + Penalty 3745.606464 = -11483812.034107
  nChanged 48
		SP:Iteration 33Q (87717.550000 sec): 3 clusters
  Score: Raw -11487575.195751 + Penalty 3745.606464 = -11483829.589288
  nChanged 34
		SP:Iteration 34Q (87718.160000 sec): 3 clusters
  Score: Raw -11487586.841919 + Penalty 3745.606464 = -11483841.235455
  nChanged 34
		SP:Iteration 35Q (87718.800000 sec): 3 clusters
  Score: Raw -11487595.950219 + Penalty 3745.606464 = -11483850.343755
  nChanged 28
		SP:Iteration 36Q (87719.460000 sec): 3 clusters
  Score: Raw -11487601.551492 + Penalty 3745.606464 = -11483855.945028
  nChanged 16
		SP:Iteration 37Q (87720.010000 sec): 3 clusters
  Score: Raw -11487605.084182 + Penalty 3745.606464 = -11483859.477718
  nChanged 16
		SP:Iteration 38Q (87720.630000 sec): 3 clusters
  Score: Raw -11487609.203013 + Penalty 3745.606464 = -11483863.596549
  nChanged 14
		SP:Iteration 39Q (87721.260000 sec): 3 clusters
  Score: Raw -11487611.822901 + Penalty 3745.606464 = -11483866.216437
  nChanged 7
		SP:Iteration 40F (87721.950000 sec): 3 clusters
  Score: Raw -11487621.010418 + Penalty 3745.606464 = -11483875.403955
  nChanged 22
		SP:Iteration 41Q (87722.630000 sec): 3 clusters
  Score: Raw -11487628.225218 + Penalty 3745.606464 = -11483882.618755
  nChanged 16
		SP:Iteration 42Q (87723.250000 sec): 3 clusters
  Score: Raw -11487632.288305 + Penalty 3745.606464 = -11483886.681842
  nChanged 20
		SP:Iteration 43Q (87723.930000 sec): 3 clusters
  Score: Raw -11487637.813204 + Penalty 3745.606464 = -11483892.206740
  nChanged 21
		SP:Iteration 44Q (87724.520000 sec): 3 clusters
  Score: Raw -11487642.529398 + Penalty 3745.606464 = -11483896.922935
  nChanged 9
		SP:Iteration 45Q (87725.170000 sec): 3 clusters
  Score: Raw -11487643.957541 + Penalty 3745.606464 = -11483898.351078
  nChanged 6
		SP:Iteration 46Q (87725.760000 sec): 3 clusters
  Score: Raw -11487645.571079 + Penalty 3745.606464 = -11483899.964616
  nChanged 8
		SP:Iteration 47Q (87726.400000 sec): 3 clusters
  Score: Raw -11487647.102795 + Penalty 3745.606464 = -11483901.496332
  nChanged 10
		SP:Iteration 48Q (87727.010000 sec): 3 clusters
  Score: Raw -11487648.388254 + Penalty 3745.606464 = -11483902.781791
  nChanged 4
		SP:Iteration 49Q (87727.610000 sec): 3 clusters
  Score: Raw -11487648.861267 + Penalty 3745.606464 = -11483903.254804
  nChanged 3
		SP:Iteration 50Q (87728.430000 sec): 3 clusters
  Score: Raw -11487649.239714 + Penalty 3745.606464 = -11483903.633250
  nChanged 3
		SP:Iteration 51Q (87729.030000 sec): 3 clusters
  Score: Raw -11487649.571227 + Penalty 3745.606464 = -11483903.964764
  nChanged 0
		SP:Iteration 52F (87729.680000 sec): 3 clusters
  Score: Raw -11487649.571227 + Penalty 3745.606464 = -11483903.964764
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87729.930000 sec): 2 clusters
  Score: Raw -4575881.763061 + Penalty 1711.617230 = -4574170.145831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87730.310000 sec): 3 clusters
  Score: Raw -4552517.776443 + Penalty 3423.234461 = -4549094.541983
  nChanged 17464
		SP:Iteration 1F (87730.690000 sec): 3 clusters
  Score: Raw -4563166.740382 + Penalty 3423.234461 = -4559743.505922
  nChanged 2372
		SP:Iteration 2F (87731.090000 sec): 3 clusters
  Score: Raw -4564381.475714 + Penalty 3423.234461 = -4560958.241253
  nChanged 2462
		SP:Iteration 3F (87731.490000 sec): 3 clusters
  Score: Raw -4565781.495705 + Penalty 3423.234461 = -4562358.261244
  nChanged 2523
		SP:Iteration 4F (87731.820000 sec): 3 clusters
  Score: Raw -4567426.141029 + Penalty 3423.234461 = -4564002.906569
  nChanged 2539
		SP:Iteration 5F (87732.190000 sec): 3 clusters
  Score: Raw -4569219.008745 + Penalty 3423.234461 = -4565795.774285
  nChanged 2264
		SP:Iteration 6F (87732.570000 sec): 3 clusters
  Score: Raw -4570911.073241 + Penalty 3423.234461 = -4567487.838780
  nChanged 1887
		SP:Iteration 7F (87732.940000 sec): 3 clusters
  Score: Raw -4572444.483996 + Penalty 3423.234461 = -4569021.249535
  nChanged 1505
		SP:Iteration 8Q (87733.330000 sec): 3 clusters
  Score: Raw -4573724.823954 + Penalty 3423.234461 = -4570301.589493
  nChanged 1104
		SP:Iteration 9Q (87733.650000 sec): 3 clusters
  Score: Raw -4574723.755314 + Penalty 3423.234461 = -4571300.520853
  nChanged 680
		SP:Iteration 10Q (87734.090000 sec): 3 clusters
  Score: Raw -4575384.620415 + Penalty 3423.234461 = -4571961.385955
  nChanged 400
		SP:Iteration 11Q (87734.450000 sec): 3 clusters
  Score: Raw -4575830.094669 + Penalty 3423.234461 = -4572406.860208
  nChanged 243
		SP:Iteration 12Q (87734.770000 sec): 3 clusters
  Score: Raw -4576161.580750 + Penalty 3423.234461 = -4572738.346289
  nChanged 182
		SP:Iteration 13Q (87735.160000 sec): 3 clusters
  Score: Raw -4576379.062819 + Penalty 3423.234461 = -4572955.828358
  nChanged 136
		SP:Iteration 14Q (87735.500000 sec): 3 clusters
  Score: Raw -4576527.269781 + Penalty 3423.234461 = -4573104.035320
  nChanged 121
		SP:Iteration 15Q (87735.830000 sec): 3 clusters
  Score: Raw -4576600.791120 + Penalty 3423.234461 = -4573177.556659
  nChanged 61
		SP:Iteration 16Q (87736.150000 sec): 3 clusters
  Score: Raw -4576626.473725 + Penalty 3423.234461 = -4573203.239265
  nChanged 36
		SP:Iteration 17Q (87736.470000 sec): 3 clusters
  Score: Raw -4576641.266336 + Penalty 3423.234461 = -4573218.031875
  nChanged 28
		SP:Iteration 18Q (87736.780000 sec): 3 clusters
  Score: Raw -4576653.037015 + Penalty 3423.234461 = -4573229.802554
  nChanged 24
		SP:Iteration 19Q (87737.110000 sec): 3 clusters
  Score: Raw -4576663.712523 + Penalty 3423.234461 = -4573240.478062
  nChanged 22
		SP:Iteration 20F (87737.500000 sec): 3 clusters
  Score: Raw -4576674.433721 + Penalty 3423.234461 = -4573251.199260
  nChanged 24
		SP:Iteration 21Q (87737.830000 sec): 3 clusters
  Score: Raw -4576683.357886 + Penalty 3423.234461 = -4573260.123426
  nChanged 18
		SP:Iteration 22Q (87738.270000 sec): 3 clusters
  Score: Raw -4576689.439231 + Penalty 3423.234461 = -4573266.204770
  nChanged 11
		SP:Iteration 23Q (87738.660000 sec): 3 clusters
  Score: Raw -4576692.095345 + Penalty 3423.234461 = -4573268.860884
  nChanged 7
		SP:Iteration 24Q (87739.080000 sec): 3 clusters
  Score: Raw -4576693.826772 + Penalty 3423.234461 = -4573270.592311
  nChanged 7
		SP:Iteration 25Q (87739.380000 sec): 3 clusters
  Score: Raw -4576695.985580 + Penalty 3423.234461 = -4573272.751119
  nChanged 3
		SP:Iteration 26Q (87739.770000 sec): 3 clusters
  Score: Raw -4576696.648224 + Penalty 3423.234461 = -4573273.413763
  nChanged 2
		SP:Iteration 27Q (87740.130000 sec): 3 clusters
  Score: Raw -4576697.001096 + Penalty 3423.234461 = -4573273.766635
  nChanged 1
		SP:Iteration 28Q (87740.490000 sec): 3 clusters
  Score: Raw -4576697.157715 + Penalty 3423.234461 = -4573273.923254
  nChanged 0
		SP:Iteration 29F (87740.870000 sec): 3 clusters
  Score: Raw -4576697.157715 + Penalty 3423.234461 = -4573273.923254
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (316428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87742.380000 sec): 2 clusters
  Score: Raw -38484184.552378 + Penalty 2058.038289 = -38482126.514090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87744.110000 sec): 3 clusters
  Score: Raw -38272227.448753 + Penalty 4116.076577 = -38268111.372176
  nChanged 154468
		SP:Iteration 1F (87745.790000 sec): 3 clusters
  Score: Raw -38368486.303474 + Penalty 4116.076577 = -38364370.226897
  nChanged 16283
		SP:Iteration 2F (87747.390000 sec): 3 clusters
  Score: Raw -38376018.482133 + Penalty 4116.076577 = -38371902.405556
  nChanged 23106
		SP:Iteration 3F (87749.120000 sec): 3 clusters
  Score: Raw -38391189.551107 + Penalty 4116.076577 = -38387073.474530
  nChanged 29636
		SP:Iteration 4F (87750.770000 sec): 3 clusters
  Score: Raw -38416385.381804 + Penalty 4116.076577 = -38412269.305227
  nChanged 30116
		SP:Iteration 5F (87752.520000 sec): 3 clusters
  Score: Raw -38446256.300438 + Penalty 4116.076577 = -38442140.223860
  nChanged 22217
		SP:Iteration 6F (87754.240000 sec): 3 clusters
  Score: Raw -38469385.852917 + Penalty 4116.076577 = -38465269.776340
  nChanged 10755
		SP:Iteration 7Q (87756.070000 sec): 3 clusters
  Score: Raw -38480179.214787 + Penalty 4116.076577 = -38476063.138210
  nChanged 3403
		SP:Iteration 8Q (87757.610000 sec): 3 clusters
  Score: Raw -38483352.948762 + Penalty 4116.076577 = -38479236.872185
  nChanged 781
		SP:Iteration 9Q (87759.060000 sec): 3 clusters
  Score: Raw -38484081.924949 + Penalty 4116.076577 = -38479965.848372
  nChanged 173
		SP:Iteration 10Q (87760.640000 sec): 3 clusters
  Score: Raw -38484276.264447 + Penalty 4116.076577 = -38480160.187869
  nChanged 48
		SP:Iteration 11Q (87762.070000 sec): 3 clusters
  Score: Raw -38484342.332621 + Penalty 4116.076577 = -38480226.256044
  nChanged 20
		SP:Iteration 12Q (87763.740000 sec): 3 clusters
  Score: Raw -38484363.235416 + Penalty 4116.076577 = -38480247.158839
  nChanged 7
		SP:Iteration 13Q (87765.210000 sec): 3 clusters
  Score: Raw -38484372.653635 + Penalty 4116.076577 = -38480256.577058
  nChanged 8
		SP:Iteration 14Q (87766.670000 sec): 3 clusters
  Score: Raw -38484383.075230 + Penalty 4116.076577 = -38480266.998653
  nChanged 6
		SP:Iteration 15Q (87768.210000 sec): 3 clusters
  Score: Raw -38484389.748255 + Penalty 4116.076577 = -38480273.671677
  nChanged 1
		SP:Iteration 16Q (87769.690000 sec): 3 clusters
  Score: Raw -38484391.322841 + Penalty 4116.076577 = -38480275.246264
  nChanged 2
		SP:Iteration 17Q (87771.220000 sec): 3 clusters
  Score: Raw -38484392.830877 + Penalty 4116.076577 = -38480276.754300
  nChanged 0
		SP:Iteration 18F (87772.940000 sec): 3 clusters
  Score: Raw -38484392.830877 + Penalty 4116.076577 = -38480276.754300
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87773.370000 sec): 2 clusters
  Score: Raw -8569855.161486 + Penalty 1817.982247 = -8568037.179239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87773.880000 sec): 3 clusters
  Score: Raw -8523402.638085 + Penalty 3635.964495 = -8519766.673590
  nChanged 34254
		SP:Iteration 1F (87774.460000 sec): 3 clusters
  Score: Raw -8542956.728280 + Penalty 3635.964495 = -8539320.763785
  nChanged 2649
		SP:Iteration 2Q (87775.040000 sec): 3 clusters
  Score: Raw -8543650.957390 + Penalty 3635.964495 = -8540014.992895
  nChanged 2811
		SP:Iteration 3Q (87775.640000 sec): 3 clusters
  Score: Raw -8544515.559676 + Penalty 3635.964495 = -8540879.595181
  nChanged 3333
		SP:Iteration 4Q (87776.300000 sec): 3 clusters
  Score: Raw -8545770.063061 + Penalty 3635.964495 = -8542134.098566
  nChanged 3806
		SP:Iteration 5F (87776.910000 sec): 3 clusters
  Score: Raw -8547469.810532 + Penalty 3635.964495 = -8543833.846037
  nChanged 4347
		SP:Iteration 6F (87777.580000 sec): 3 clusters
  Score: Raw -8549762.962479 + Penalty 3635.964495 = -8546126.997984
  nChanged 4662
		SP:Iteration 7F (87778.160000 sec): 3 clusters
  Score: Raw -8552592.027372 + Penalty 3635.964495 = -8548956.062877
  nChanged 4673
		SP:Iteration 8F (87778.910000 sec): 3 clusters
  Score: Raw -8555856.769008 + Penalty 3635.964495 = -8552220.804513
  nChanged 4463
		SP:Iteration 9F (87779.510000 sec): 3 clusters
  Score: Raw -8559377.152283 + Penalty 3635.964495 = -8555741.187788
  nChanged 4052
		SP:Iteration 10F (87780.240000 sec): 3 clusters
  Score: Raw -8562893.548166 + Penalty 3635.964495 = -8559257.583671
  nChanged 3197
		SP:Iteration 11Q (87780.860000 sec): 3 clusters
  Score: Raw -8565933.094261 + Penalty 3635.964495 = -8562297.129766
  nChanged 2103
		SP:Iteration 12Q (87781.520000 sec): 3 clusters
  Score: Raw -8567968.560053 + Penalty 3635.964495 = -8564332.595558
  nChanged 1058
		SP:Iteration 13Q (87782.080000 sec): 3 clusters
  Score: Raw -8568924.879746 + Penalty 3635.964495 = -8565288.915251
  nChanged 591
		SP:Iteration 14Q (87782.720000 sec): 3 clusters
  Score: Raw -8569380.360149 + Penalty 3635.964495 = -8565744.395654
  nChanged 352
		SP:Iteration 15Q (87783.390000 sec): 3 clusters
  Score: Raw -8569636.874093 + Penalty 3635.964495 = -8566000.909598
  nChanged 257
		SP:Iteration 16Q (87783.900000 sec): 3 clusters
  Score: Raw -8569817.581369 + Penalty 3635.964495 = -8566181.616874
  nChanged 174
		SP:Iteration 17Q (87784.530000 sec): 3 clusters
  Score: Raw -8569926.539254 + Penalty 3635.964495 = -8566290.574759
  nChanged 126
		SP:Iteration 18Q (87784.990000 sec): 3 clusters
  Score: Raw -8569995.768580 + Penalty 3635.964495 = -8566359.804085
  nChanged 96
		SP:Iteration 19Q (87785.480000 sec): 3 clusters
  Score: Raw -8570048.507746 + Penalty 3635.964495 = -8566412.543251
  nChanged 73
		SP:Iteration 20F (87786.090000 sec): 3 clusters
  Score: Raw -8570086.015690 + Penalty 3635.964495 = -8566450.051195
  nChanged 53
		SP:Iteration 21Q (87786.570000 sec): 3 clusters
  Score: Raw -8570112.033729 + Penalty 3635.964495 = -8566476.069234
  nChanged 49
		SP:Iteration 22Q (87787.100000 sec): 3 clusters
  Score: Raw -8570133.863950 + Penalty 3635.964495 = -8566497.899455
  nChanged 38
		SP:Iteration 23Q (87787.590000 sec): 3 clusters
  Score: Raw -8570151.545206 + Penalty 3635.964495 = -8566515.580711
  nChanged 29
		SP:Iteration 24Q (87788.100000 sec): 3 clusters
  Score: Raw -8570163.898606 + Penalty 3635.964495 = -8566527.934111
  nChanged 25
		SP:Iteration 25Q (87788.570000 sec): 3 clusters
  Score: Raw -8570173.450513 + Penalty 3635.964495 = -8566537.486018
  nChanged 17
		SP:Iteration 26Q (87789.130000 sec): 3 clusters
  Score: Raw -8570179.937741 + Penalty 3635.964495 = -8566543.973246
  nChanged 26
		SP:Iteration 27Q (87789.690000 sec): 3 clusters
  Score: Raw -8570189.956589 + Penalty 3635.964495 = -8566553.992094
  nChanged 21
		SP:Iteration 28Q (87790.150000 sec): 3 clusters
  Score: Raw -8570202.284187 + Penalty 3635.964495 = -8566566.319692
  nChanged 23
		SP:Iteration 29Q (87790.590000 sec): 3 clusters
  Score: Raw -8570214.136008 + Penalty 3635.964495 = -8566578.171513
  nChanged 19
		SP:Iteration 30Q (87791.100000 sec): 3 clusters
  Score: Raw -8570221.729820 + Penalty 3635.964495 = -8566585.765325
  nChanged 23
		SP:Iteration 31Q (87791.570000 sec): 3 clusters
  Score: Raw -8570234.835960 + Penalty 3635.964495 = -8566598.871465
  nChanged 24
		SP:Iteration 32Q (87792.050000 sec): 3 clusters
  Score: Raw -8570247.147310 + Penalty 3635.964495 = -8566611.182815
  nChanged 12
		SP:Iteration 33Q (87792.590000 sec): 3 clusters
  Score: Raw -8570253.337609 + Penalty 3635.964495 = -8566617.373114
  nChanged 15
		SP:Iteration 34Q (87793.040000 sec): 3 clusters
  Score: Raw -8570261.539336 + Penalty 3635.964495 = -8566625.574841
  nChanged 18
		SP:Iteration 35Q (87793.640000 sec): 3 clusters
  Score: Raw -8570270.080928 + Penalty 3635.964495 = -8566634.116433
  nChanged 11
		SP:Iteration 36Q (87794.160000 sec): 3 clusters
  Score: Raw -8570274.106419 + Penalty 3635.964495 = -8566638.141924
  nChanged 8
		SP:Iteration 37Q (87794.750000 sec): 3 clusters
  Score: Raw -8570277.145875 + Penalty 3635.964495 = -8566641.181380
  nChanged 6
		SP:Iteration 38Q (87795.270000 sec): 3 clusters
  Score: Raw -8570279.250102 + Penalty 3635.964495 = -8566643.285607
  nChanged 3
		SP:Iteration 39Q (87795.760000 sec): 3 clusters
  Score: Raw -8570280.993676 + Penalty 3635.964495 = -8566645.029181
  nChanged 8
		SP:Iteration 40F (87796.390000 sec): 3 clusters
  Score: Raw -8570284.104545 + Penalty 3635.964495 = -8566648.140050
  nChanged 6
		SP:Iteration 41Q (87796.950000 sec): 3 clusters
  Score: Raw -8570285.840957 + Penalty 3635.964495 = -8566649.876462
  nChanged 3
		SP:Iteration 42Q (87797.500000 sec): 3 clusters
  Score: Raw -8570287.227056 + Penalty 3635.964495 = -8566651.262561
  nChanged 2
		SP:Iteration 43Q (87798.030000 sec): 3 clusters
  Score: Raw -8570288.417189 + Penalty 3635.964495 = -8566652.452694
  nChanged 5
		SP:Iteration 44Q (87798.560000 sec): 3 clusters
  Score: Raw -8570289.975909 + Penalty 3635.964495 = -8566654.011414
  nChanged 4
		SP:Iteration 45Q (87799.040000 sec): 3 clusters
  Score: Raw -8570291.630401 + Penalty 3635.964495 = -8566655.665906
  nChanged 2
		SP:Iteration 46Q (87799.560000 sec): 3 clusters
  Score: Raw -8570292.161709 + Penalty 3635.964495 = -8566656.197214
  nChanged 0
		SP:Iteration 47F (87800.040000 sec): 3 clusters
  Score: Raw -8570292.161709 + Penalty 3635.964495 = -8566656.197214
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87800.210000 sec): 2 clusters
  Score: Raw -657270.937672 + Penalty 1421.702690 = -655849.234982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87800.430000 sec): 3 clusters
  Score: Raw -653809.181115 + Penalty 2843.405380 = -650965.775735
  nChanged 2666
		SP:Iteration 1F (87800.640000 sec): 3 clusters
  Score: Raw -655411.082531 + Penalty 2843.405380 = -652567.677150
  nChanged 462
		SP:Iteration 2F (87800.860000 sec): 3 clusters
  Score: Raw -655676.875442 + Penalty 2843.405380 = -652833.470062
  nChanged 365
		SP:Iteration 3F (87801.030000 sec): 3 clusters
  Score: Raw -655885.273412 + Penalty 2843.405380 = -653041.868031
  nChanged 313
		SP:Iteration 4Q (87801.240000 sec): 3 clusters
  Score: Raw -656128.630041 + Penalty 2843.405380 = -653285.224661
  nChanged 334
		SP:Iteration 5F (87801.460000 sec): 3 clusters
  Score: Raw -656400.079279 + Penalty 2843.405380 = -653556.673898
  nChanged 327
		SP:Iteration 6F (87801.710000 sec): 3 clusters
  Score: Raw -656649.095186 + Penalty 2843.405380 = -653805.689806
  nChanged 287
		SP:Iteration 7Q (87801.990000 sec): 3 clusters
  Score: Raw -656883.519140 + Penalty 2843.405380 = -654040.113760
  nChanged 260
		SP:Iteration 8Q (87802.190000 sec): 3 clusters
  Score: Raw -657052.134003 + Penalty 2843.405380 = -654208.728622
  nChanged 214
		SP:Iteration 9Q (87802.400000 sec): 3 clusters
  Score: Raw -657172.990122 + Penalty 2843.405380 = -654329.584742
  nChanged 167
		SP:Iteration 10Q (87802.650000 sec): 3 clusters
  Score: Raw -657240.246612 + Penalty 2843.405380 = -654396.841231
  nChanged 123
		SP:Iteration 11Q (87802.850000 sec): 3 clusters
  Score: Raw -657287.477278 + Penalty 2843.405380 = -654444.071898
  nChanged 88
		SP:Iteration 12Q (87803.050000 sec): 3 clusters
  Score: Raw -657315.236161 + Penalty 2843.405380 = -654471.830780
  nChanged 63
		SP:Iteration 13Q (87803.300000 sec): 3 clusters
  Score: Raw -657336.273823 + Penalty 2843.405380 = -654492.868442
  nChanged 55
		SP:Iteration 14Q (87803.550000 sec): 3 clusters
  Score: Raw -657351.000864 + Penalty 2843.405380 = -654507.595483
  nChanged 51
		SP:Iteration 15Q (87803.800000 sec): 3 clusters
  Score: Raw -657364.806778 + Penalty 2843.405380 = -654521.401398
  nChanged 37
		SP:Iteration 16Q (87804.020000 sec): 3 clusters
  Score: Raw -657374.326683 + Penalty 2843.405380 = -654530.921303
  nChanged 28
		SP:Iteration 17Q (87804.220000 sec): 3 clusters
  Score: Raw -657382.210618 + Penalty 2843.405380 = -654538.805238
  nChanged 30
		SP:Iteration 18Q (87804.440000 sec): 3 clusters
  Score: Raw -657388.732140 + Penalty 2843.405380 = -654545.326760
  nChanged 28
		SP:Iteration 19Q (87804.670000 sec): 3 clusters
  Score: Raw -657395.492477 + Penalty 2843.405380 = -654552.087097
  nChanged 28
		SP:Iteration 20F (87804.890000 sec): 3 clusters
  Score: Raw -657402.740776 + Penalty 2843.405380 = -654559.335395
  nChanged 28
		SP:Iteration 21Q (87805.120000 sec): 3 clusters
  Score: Raw -657409.147889 + Penalty 2843.405380 = -654565.742509
  nChanged 32
		SP:Iteration 22Q (87805.320000 sec): 3 clusters
  Score: Raw -657416.905616 + Penalty 2843.405380 = -654573.500235
  nChanged 33
		SP:Iteration 23Q (87805.600000 sec): 3 clusters
  Score: Raw -657424.658554 + Penalty 2843.405380 = -654581.253173
  nChanged 35
		SP:Iteration 24Q (87805.780000 sec): 3 clusters
  Score: Raw -657432.523477 + Penalty 2843.405380 = -654589.118097
  nChanged 28
		SP:Iteration 25Q (87806.010000 sec): 3 clusters
  Score: Raw -657440.138748 + Penalty 2843.405380 = -654596.733368
  nChanged 25
		SP:Iteration 26Q (87806.210000 sec): 3 clusters
  Score: Raw -657449.484441 + Penalty 2843.405380 = -654606.079061
  nChanged 22
		SP:Iteration 27Q (87806.410000 sec): 3 clusters
  Score: Raw -657456.095154 + Penalty 2843.405380 = -654612.689774
  nChanged 25
		SP:Iteration 28Q (87806.620000 sec): 3 clusters
  Score: Raw -657464.292566 + Penalty 2843.405380 = -654620.887186
  nChanged 26
		SP:Iteration 29Q (87806.830000 sec): 3 clusters
  Score: Raw -657473.250499 + Penalty 2843.405380 = -654629.845119
  nChanged 35
		SP:Iteration 30Q (87807.060000 sec): 3 clusters
  Score: Raw -657485.158670 + Penalty 2843.405380 = -654641.753290
  nChanged 26
		SP:Iteration 31Q (87807.310000 sec): 3 clusters
  Score: Raw -657492.444280 + Penalty 2843.405380 = -654649.038900
  nChanged 30
		SP:Iteration 32Q (87807.510000 sec): 3 clusters
  Score: Raw -657500.606286 + Penalty 2843.405380 = -654657.200906
  nChanged 24
		SP:Iteration 33Q (87807.730000 sec): 3 clusters
  Score: Raw -657507.286512 + Penalty 2843.405380 = -654663.881132
  nChanged 26
		SP:Iteration 34Q (87807.970000 sec): 3 clusters
  Score: Raw -657515.980092 + Penalty 2843.405380 = -654672.574712
  nChanged 27
		SP:Iteration 35Q (87808.180000 sec): 3 clusters
  Score: Raw -657523.021199 + Penalty 2843.405380 = -654679.615819
  nChanged 28
		SP:Iteration 36Q (87808.400000 sec): 3 clusters
  Score: Raw -657531.271807 + Penalty 2843.405380 = -654687.866427
  nChanged 30
		SP:Iteration 37Q (87808.590000 sec): 3 clusters
  Score: Raw -657544.113449 + Penalty 2843.405380 = -654700.708068
  nChanged 31
		SP:Iteration 38Q (87808.810000 sec): 3 clusters
  Score: Raw -657553.552247 + Penalty 2843.405380 = -654710.146866
  nChanged 26
		SP:Iteration 39Q (87809.040000 sec): 3 clusters
  Score: Raw -657561.076531 + Penalty 2843.405380 = -654717.671151
  nChanged 27
		SP:Iteration 40F (87809.220000 sec): 3 clusters
  Score: Raw -657569.650539 + Penalty 2843.405380 = -654726.245159
  nChanged 29
		SP:Iteration 41Q (87809.490000 sec): 3 clusters
  Score: Raw -657577.862406 + Penalty 2843.405380 = -654734.457025
  nChanged 28
		SP:Iteration 42Q (87809.690000 sec): 3 clusters
  Score: Raw -657586.782355 + Penalty 2843.405380 = -654743.376975
  nChanged 19
		SP:Iteration 43Q (87809.900000 sec): 3 clusters
  Score: Raw -657592.086740 + Penalty 2843.405380 = -654748.681360
  nChanged 24
		SP:Iteration 44Q (87810.130000 sec): 3 clusters
  Score: Raw -657599.330197 + Penalty 2843.405380 = -654755.924817
  nChanged 25
		SP:Iteration 45Q (87810.370000 sec): 3 clusters
  Score: Raw -657607.824073 + Penalty 2843.405380 = -654764.418692
  nChanged 27
		SP:Iteration 46Q (87810.630000 sec): 3 clusters
  Score: Raw -657617.388812 + Penalty 2843.405380 = -654773.983431
  nChanged 22
		SP:Iteration 47Q (87810.810000 sec): 3 clusters
  Score: Raw -657625.523495 + Penalty 2843.405380 = -654782.118115
  nChanged 27
		SP:Iteration 48Q (87811.020000 sec): 3 clusters
  Score: Raw -657646.503263 + Penalty 2843.405380 = -654803.097883
  nChanged 36
		SP:Iteration 49Q (87811.160000 sec): 3 clusters
  Score: Raw -657679.468980 + Penalty 2843.405380 = -654836.063599
  nChanged 51
		SP:Iteration 50Q (87811.390000 sec): 3 clusters
  Score: Raw -657720.219049 + Penalty 2843.405380 = -654876.813669
  nChanged 56
		SP:Iteration 51Q (87811.560000 sec): 3 clusters
  Score: Raw -657756.985061 + Penalty 2843.405380 = -654913.579681
  nChanged 53
		SP:Iteration 52Q (87811.800000 sec): 3 clusters
  Score: Raw -657779.182214 + Penalty 2843.405380 = -654935.776834
  nChanged 37
		SP:Iteration 53Q (87812.000000 sec): 3 clusters
  Score: Raw -657795.019525 + Penalty 2843.405380 = -654951.614145
  nChanged 42
		SP:Iteration 54Q (87812.160000 sec): 3 clusters
  Score: Raw -657808.846797 + Penalty 2843.405380 = -654965.441417
  nChanged 34
		SP:Iteration 55Q (87812.370000 sec): 3 clusters
  Score: Raw -657818.164144 + Penalty 2843.405380 = -654974.758764
  nChanged 21
		SP:Iteration 56Q (87812.590000 sec): 3 clusters
  Score: Raw -657823.645658 + Penalty 2843.405380 = -654980.240277
  nChanged 18
		SP:Iteration 57Q (87812.810000 sec): 3 clusters
  Score: Raw -657830.091976 + Penalty 2843.405380 = -654986.686595
  nChanged 20
		SP:Iteration 58Q (87813.040000 sec): 3 clusters
  Score: Raw -657835.347499 + Penalty 2843.405380 = -654991.942119
  nChanged 15
		SP:Iteration 59Q (87813.250000 sec): 3 clusters
  Score: Raw -657839.737500 + Penalty 2843.405380 = -654996.332119
  nChanged 9
		SP:Iteration 60F (87813.450000 sec): 3 clusters
  Score: Raw -657842.637465 + Penalty 2843.405380 = -654999.232085
  nChanged 12
		SP:Iteration 61Q (87813.640000 sec): 3 clusters
  Score: Raw -657845.986147 + Penalty 2843.405380 = -655002.580767
  nChanged 14
		SP:Iteration 62Q (87813.820000 sec): 3 clusters
  Score: Raw -657848.699977 + Penalty 2843.405380 = -655005.294596
  nChanged 9
		SP:Iteration 63Q (87814.060000 sec): 3 clusters
  Score: Raw -657850.397292 + Penalty 2843.405380 = -655006.991912
  nChanged 6
		SP:Iteration 64Q (87814.270000 sec): 3 clusters
  Score: Raw -657851.724250 + Penalty 2843.405380 = -655008.318870
  nChanged 7
		SP:Iteration 65Q (87814.470000 sec): 3 clusters
  Score: Raw -657853.304951 + Penalty 2843.405380 = -655009.899571
  nChanged 5
		SP:Iteration 66Q (87814.700000 sec): 3 clusters
  Score: Raw -657854.495250 + Penalty 2843.405380 = -655011.089870
  nChanged 3
		SP:Iteration 67Q (87814.940000 sec): 3 clusters
  Score: Raw -657855.023279 + Penalty 2843.405380 = -655011.617899
  nChanged 3
		SP:Iteration 68Q (87815.140000 sec): 3 clusters
  Score: Raw -657855.679470 + Penalty 2843.405380 = -655012.274090
  nChanged 4
		SP:Iteration 69Q (87815.350000 sec): 3 clusters
  Score: Raw -657856.602407 + Penalty 2843.405380 = -655013.197027
  nChanged 6
		SP:Iteration 70Q (87815.560000 sec): 3 clusters
  Score: Raw -657857.823861 + Penalty 2843.405380 = -655014.418480
  nChanged 3
		SP:Iteration 71Q (87815.770000 sec): 3 clusters
  Score: Raw -657858.229598 + Penalty 2843.405380 = -655014.824218
  nChanged 4
		SP:Iteration 72Q (87815.970000 sec): 3 clusters
  Score: Raw -657859.034117 + Penalty 2843.405380 = -655015.628737
  nChanged 4
		SP:Iteration 73Q (87816.150000 sec): 3 clusters
  Score: Raw -657859.964934 + Penalty 2843.405380 = -655016.559554
  nChanged 7
		SP:Iteration 74Q (87816.350000 sec): 3 clusters
  Score: Raw -657861.493710 + Penalty 2843.405380 = -655018.088330
  nChanged 7
		SP:Iteration 75Q (87816.530000 sec): 3 clusters
  Score: Raw -657863.674799 + Penalty 2843.405380 = -655020.269419
  nChanged 7
		SP:Iteration 76Q (87816.700000 sec): 3 clusters
  Score: Raw -657865.613340 + Penalty 2843.405380 = -655022.207959
  nChanged 5
		SP:Iteration 77Q (87816.910000 sec): 3 clusters
  Score: Raw -657866.454974 + Penalty 2843.405380 = -655023.049594
  nChanged 7
		SP:Iteration 78Q (87817.080000 sec): 3 clusters
  Score: Raw -657868.201566 + Penalty 2843.405380 = -655024.796185
  nChanged 5
		SP:Iteration 79Q (87817.310000 sec): 3 clusters
  Score: Raw -657869.748532 + Penalty 2843.405380 = -655026.343151
  nChanged 7
		SP:Iteration 80F (87817.520000 sec): 3 clusters
  Score: Raw -657871.936408 + Penalty 2843.405380 = -655028.531028
  nChanged 10
		SP:Iteration 81Q (87817.750000 sec): 3 clusters
  Score: Raw -657874.714122 + Penalty 2843.405380 = -655031.308741
  nChanged 6
		SP:Iteration 82Q (87817.930000 sec): 3 clusters
  Score: Raw -657876.481557 + Penalty 2843.405380 = -655033.076177
  nChanged 9
		SP:Iteration 83Q (87818.110000 sec): 3 clusters
  Score: Raw -657878.527716 + Penalty 2843.405380 = -655035.122335
  nChanged 9
		SP:Iteration 84Q (87818.310000 sec): 3 clusters
  Score: Raw -657881.022508 + Penalty 2843.405380 = -655037.617128
  nChanged 12
		SP:Iteration 85Q (87818.530000 sec): 3 clusters
  Score: Raw -657884.573028 + Penalty 2843.405380 = -655041.167647
  nChanged 18
		SP:Iteration 86Q (87818.720000 sec): 3 clusters
  Score: Raw -657889.718275 + Penalty 2843.405380 = -655046.312895
  nChanged 18
		SP:Iteration 87Q (87818.890000 sec): 3 clusters
  Score: Raw -657893.958456 + Penalty 2843.405380 = -655050.553076
  nChanged 11
		SP:Iteration 88Q (87819.110000 sec): 3 clusters
  Score: Raw -657896.405580 + Penalty 2843.405380 = -655053.000200
  nChanged 11
		SP:Iteration 89Q (87819.280000 sec): 3 clusters
  Score: Raw -657899.307228 + Penalty 2843.405380 = -655055.901848
  nChanged 18
		SP:Iteration 90Q (87819.480000 sec): 3 clusters
  Score: Raw -657904.551576 + Penalty 2843.405380 = -655061.146196
  nChanged 8
		SP:Iteration 91Q (87819.710000 sec): 3 clusters
  Score: Raw -657907.317508 + Penalty 2843.405380 = -655063.912127
  nChanged 8
		SP:Iteration 92Q (87819.930000 sec): 3 clusters
  Score: Raw -657909.416571 + Penalty 2843.405380 = -655066.011191
  nChanged 7
		SP:Iteration 93Q (87820.190000 sec): 3 clusters
  Score: Raw -657911.785478 + Penalty 2843.405380 = -655068.380098
  nChanged 11
		SP:Iteration 94Q (87820.390000 sec): 3 clusters
  Score: Raw -657913.907665 + Penalty 2843.405380 = -655070.502285
  nChanged 9
		SP:Iteration 95Q (87820.580000 sec): 3 clusters
  Score: Raw -657916.124097 + Penalty 2843.405380 = -655072.718717
  nChanged 8
		SP:Iteration 96Q (87820.790000 sec): 3 clusters
  Score: Raw -657917.986951 + Penalty 2843.405380 = -655074.581571
  nChanged 9
		SP:Iteration 97Q (87821.070000 sec): 3 clusters
  Score: Raw -657920.612793 + Penalty 2843.405380 = -655077.207413
  nChanged 9
		SP:Iteration 98Q (87821.280000 sec): 3 clusters
  Score: Raw -657922.222683 + Penalty 2843.405380 = -655078.817302
  nChanged 4
		SP:Iteration 99Q (87821.420000 sec): 3 clusters
  Score: Raw -657922.974566 + Penalty 2843.405380 = -655079.569186
  nChanged 3
		SP:Iteration 100F (87821.650000 sec): 3 clusters
  Score: Raw -657923.617863 + Penalty 2843.405380 = -655080.212483
  nChanged 3
		SP:Iteration 101Q (87821.870000 sec): 3 clusters
  Score: Raw -657924.387383 + Penalty 2843.405380 = -655080.982003
  nChanged 6
		SP:Iteration 102Q (87822.070000 sec): 3 clusters
  Score: Raw -657925.442969 + Penalty 2843.405380 = -655082.037588
  nChanged 6
		SP:Iteration 103Q (87822.280000 sec): 3 clusters
  Score: Raw -657926.549230 + Penalty 2843.405380 = -655083.143850
  nChanged 5
		SP:Iteration 104Q (87822.450000 sec): 3 clusters
  Score: Raw -657928.259253 + Penalty 2843.405380 = -655084.853873
  nChanged 8
		SP:Iteration 105Q (87822.680000 sec): 3 clusters
  Score: Raw -657930.367270 + Penalty 2843.405380 = -655086.961889
  nChanged 6
		SP:Iteration 106Q (87822.920000 sec): 3 clusters
  Score: Raw -657932.370947 + Penalty 2843.405380 = -655088.965567
  nChanged 6
		SP:Iteration 107Q (87823.170000 sec): 3 clusters
  Score: Raw -657933.413756 + Penalty 2843.405380 = -655090.008376
  nChanged 3
		SP:Iteration 108Q (87823.380000 sec): 3 clusters
  Score: Raw -657933.758537 + Penalty 2843.405380 = -655090.353157
  nChanged 5
		SP:Iteration 109Q (87823.580000 sec): 3 clusters
  Score: Raw -657934.681837 + Penalty 2843.405380 = -655091.276456
  nChanged 3
		SP:Iteration 110Q (87823.810000 sec): 3 clusters
  Score: Raw -657935.315081 + Penalty 2843.405380 = -655091.909701
  nChanged 3
		SP:Iteration 111Q (87824.060000 sec): 3 clusters
  Score: Raw -657935.871671 + Penalty 2843.405380 = -655092.466291
  nChanged 3
		SP:Iteration 112Q (87824.280000 sec): 3 clusters
  Score: Raw -657936.511448 + Penalty 2843.405380 = -655093.106068
  nChanged 2
		SP:Iteration 113Q (87824.500000 sec): 3 clusters
  Score: Raw -657936.806844 + Penalty 2843.405380 = -655093.401464
  nChanged 1
		SP:Iteration 114Q (87824.750000 sec): 3 clusters
  Score: Raw -657936.918540 + Penalty 2843.405380 = -655093.513160
  nChanged 0
		SP:Iteration 115F (87824.920000 sec): 3 clusters
  Score: Raw -657936.918540 + Penalty 2843.405380 = -655093.513160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (47106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87825.220000 sec): 2 clusters
  Score: Raw -5430887.671334 + Penalty 1748.525295 = -5429139.146039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87825.640000 sec): 3 clusters
  Score: Raw -5401126.862996 + Penalty 3497.050590 = -5397629.812406
  nChanged 22037
		SP:Iteration 1F (87826.060000 sec): 3 clusters
  Score: Raw -5413365.676020 + Penalty 3497.050590 = -5409868.625431
  nChanged 1877
		SP:Iteration 2Q (87826.460000 sec): 3 clusters
  Score: Raw -5413909.621997 + Penalty 3497.050590 = -5410412.571408
  nChanged 1849
		SP:Iteration 3Q (87826.860000 sec): 3 clusters
  Score: Raw -5414428.228324 + Penalty 3497.050590 = -5410931.177734
  nChanged 1782
		SP:Iteration 4Q (87827.350000 sec): 3 clusters
  Score: Raw -5414937.822133 + Penalty 3497.050590 = -5411440.771543
  nChanged 1778
		SP:Iteration 5Q (87827.720000 sec): 3 clusters
  Score: Raw -5415455.030306 + Penalty 3497.050590 = -5411957.979717
  nChanged 1711
		SP:Iteration 6Q (87828.150000 sec): 3 clusters
  Score: Raw -5415973.870610 + Penalty 3497.050590 = -5412476.820021
  nChanged 1776
		SP:Iteration 7Q (87828.600000 sec): 3 clusters
  Score: Raw -5416565.201758 + Penalty 3497.050590 = -5413068.151168
  nChanged 1896
		SP:Iteration 8Q (87829.130000 sec): 3 clusters
  Score: Raw -5417260.228224 + Penalty 3497.050590 = -5413763.177634
  nChanged 2022
		SP:Iteration 9Q (87829.620000 sec): 3 clusters
  Score: Raw -5418182.047119 + Penalty 3497.050590 = -5414684.996529
  nChanged 2215
		SP:Iteration 10Q (87830.110000 sec): 3 clusters
  Score: Raw -5419423.934482 + Penalty 3497.050590 = -5415926.883892
  nChanged 2484
		SP:Iteration 11F (87830.550000 sec): 3 clusters
  Score: Raw -5421167.932327 + Penalty 3497.050590 = -5417670.881737
  nChanged 2496
		SP:Iteration 12F (87831.000000 sec): 3 clusters
  Score: Raw -5423375.794448 + Penalty 3497.050590 = -5419878.743859
  nChanged 2220
		SP:Iteration 13Q (87831.410000 sec): 3 clusters
  Score: Raw -5425496.762996 + Penalty 3497.050590 = -5421999.712406
  nChanged 1814
		SP:Iteration 14Q (87831.830000 sec): 3 clusters
  Score: Raw -5426940.219198 + Penalty 3497.050590 = -5423443.168609
  nChanged 1323
		SP:Iteration 15Q (87832.200000 sec): 3 clusters
  Score: Raw -5427769.237657 + Penalty 3497.050590 = -5424272.187068
  nChanged 968
		SP:Iteration 16Q (87832.590000 sec): 3 clusters
  Score: Raw -5428327.644698 + Penalty 3497.050590 = -5424830.594108
  nChanged 746
		SP:Iteration 17Q (87833.020000 sec): 3 clusters
  Score: Raw -5428747.901718 + Penalty 3497.050590 = -5425250.851129
  nChanged 648
		SP:Iteration 18Q (87833.410000 sec): 3 clusters
  Score: Raw -5429092.274911 + Penalty 3497.050590 = -5425595.224321
  nChanged 544
		SP:Iteration 19Q (87833.850000 sec): 3 clusters
  Score: Raw -5429383.459373 + Penalty 3497.050590 = -5425886.408783
  nChanged 536
		SP:Iteration 20F (87834.330000 sec): 3 clusters
  Score: Raw -5429694.447519 + Penalty 3497.050590 = -5426197.396929
  nChanged 502
		SP:Iteration 21Q (87834.760000 sec): 3 clusters
  Score: Raw -5430006.836239 + Penalty 3497.050590 = -5426509.785649
  nChanged 479
		SP:Iteration 22Q (87835.140000 sec): 3 clusters
  Score: Raw -5430322.068116 + Penalty 3497.050590 = -5426825.017527
  nChanged 442
		SP:Iteration 23Q (87835.620000 sec): 3 clusters
  Score: Raw -5430615.382563 + Penalty 3497.050590 = -5427118.331973
  nChanged 401
		SP:Iteration 24Q (87835.980000 sec): 3 clusters
  Score: Raw -5430916.960055 + Penalty 3497.050590 = -5427419.909466
  nChanged 347
		SP:Iteration 25Q (87836.350000 sec): 3 clusters
  Score: Raw -5431154.056798 + Penalty 3497.050590 = -5427657.006208
  nChanged 300
		SP:Iteration 26Q (87836.740000 sec): 3 clusters
  Score: Raw -5431331.545186 + Penalty 3497.050590 = -5427834.494596
  nChanged 259
		SP:Iteration 27Q (87837.120000 sec): 3 clusters
  Score: Raw -5431454.093521 + Penalty 3497.050590 = -5427957.042931
  nChanged 219
		SP:Iteration 28Q (87837.530000 sec): 3 clusters
  Score: Raw -5431521.517437 + Penalty 3497.050590 = -5428024.466847
  nChanged 128
		SP:Iteration 29Q (87837.890000 sec): 3 clusters
  Score: Raw -5431556.849399 + Penalty 3497.050590 = -5428059.798809
  nChanged 115
		SP:Iteration 30Q (87838.260000 sec): 3 clusters
  Score: Raw -5431581.541269 + Penalty 3497.050590 = -5428084.490679
  nChanged 76
		SP:Iteration 31Q (87838.600000 sec): 3 clusters
  Score: Raw -5431594.278946 + Penalty 3497.050590 = -5428097.228356
  nChanged 41
		SP:Iteration 32Q (87838.960000 sec): 3 clusters
  Score: Raw -5431599.751623 + Penalty 3497.050590 = -5428102.701033
  nChanged 31
		SP:Iteration 33Q (87839.340000 sec): 3 clusters
  Score: Raw -5431603.268315 + Penalty 3497.050590 = -5428106.217725
  nChanged 28
		SP:Iteration 34Q (87839.690000 sec): 3 clusters
  Score: Raw -5431607.112902 + Penalty 3497.050590 = -5428110.062312
  nChanged 25
		SP:Iteration 35Q (87840.190000 sec): 3 clusters
  Score: Raw -5431610.424801 + Penalty 3497.050590 = -5428113.374211
  nChanged 28
		SP:Iteration 36Q (87840.570000 sec): 3 clusters
  Score: Raw -5431613.749792 + Penalty 3497.050590 = -5428116.699202
  nChanged 24
		SP:Iteration 37Q (87840.980000 sec): 3 clusters
  Score: Raw -5431616.800247 + Penalty 3497.050590 = -5428119.749657
  nChanged 24
		SP:Iteration 38Q (87841.320000 sec): 3 clusters
  Score: Raw -5431620.238171 + Penalty 3497.050590 = -5428123.187581
  nChanged 28
		SP:Iteration 39Q (87841.810000 sec): 3 clusters
  Score: Raw -5431623.200596 + Penalty 3497.050590 = -5428126.150007
  nChanged 21
		SP:Iteration 40F (87842.220000 sec): 3 clusters
  Score: Raw -5431627.371290 + Penalty 3497.050590 = -5428130.320700
  nChanged 18
		SP:Iteration 41Q (87842.650000 sec): 3 clusters
  Score: Raw -5431630.310414 + Penalty 3497.050590 = -5428133.259824
  nChanged 15
		SP:Iteration 42Q (87843.070000 sec): 3 clusters
  Score: Raw -5431631.970969 + Penalty 3497.050590 = -5428134.920379
  nChanged 13
		SP:Iteration 43Q (87843.510000 sec): 3 clusters
  Score: Raw -5431633.021873 + Penalty 3497.050590 = -5428135.971283
  nChanged 7
		SP:Iteration 44Q (87843.870000 sec): 3 clusters
  Score: Raw -5431633.746459 + Penalty 3497.050590 = -5428136.695870
  nChanged 10
		SP:Iteration 45Q (87844.300000 sec): 3 clusters
  Score: Raw -5431635.188637 + Penalty 3497.050590 = -5428138.138047
  nChanged 8
		SP:Iteration 46Q (87844.710000 sec): 3 clusters
  Score: Raw -5431636.214557 + Penalty 3497.050590 = -5428139.163968
  nChanged 7
		SP:Iteration 47Q (87845.090000 sec): 3 clusters
  Score: Raw -5431636.968162 + Penalty 3497.050590 = -5428139.917572
  nChanged 5
		SP:Iteration 48Q (87845.510000 sec): 3 clusters
  Score: Raw -5431637.411716 + Penalty 3497.050590 = -5428140.361127
  nChanged 5
		SP:Iteration 49Q (87845.880000 sec): 3 clusters
  Score: Raw -5431637.777636 + Penalty 3497.050590 = -5428140.727046
  nChanged 2
		SP:Iteration 50Q (87846.250000 sec): 3 clusters
  Score: Raw -5431637.978499 + Penalty 3497.050590 = -5428140.927909
  nChanged 2
		SP:Iteration 51Q (87846.640000 sec): 3 clusters
  Score: Raw -5431638.120671 + Penalty 3497.050590 = -5428141.070082
  nChanged 5
		SP:Iteration 52Q (87847.000000 sec): 3 clusters
  Score: Raw -5431638.865035 + Penalty 3497.050590 = -5428141.814445
  nChanged 10
		SP:Iteration 53Q (87847.380000 sec): 3 clusters
  Score: Raw -5431639.887812 + Penalty 3497.050590 = -5428142.837223
  nChanged 7
		SP:Iteration 54Q (87847.780000 sec): 3 clusters
  Score: Raw -5431640.594964 + Penalty 3497.050590 = -5428143.544374
  nChanged 5
		SP:Iteration 55Q (87848.230000 sec): 3 clusters
  Score: Raw -5431641.074187 + Penalty 3497.050590 = -5428144.023598
  nChanged 5
		SP:Iteration 56Q (87848.590000 sec): 3 clusters
  Score: Raw -5431641.532674 + Penalty 3497.050590 = -5428144.482085
  nChanged 5
		SP:Iteration 57Q (87849.000000 sec): 3 clusters
  Score: Raw -5431641.905988 + Penalty 3497.050590 = -5428144.855399
  nChanged 2
		SP:Iteration 58Q (87849.330000 sec): 3 clusters
  Score: Raw -5431641.969119 + Penalty 3497.050590 = -5428144.918529
  nChanged 1
		SP:Iteration 59Q (87849.730000 sec): 3 clusters
  Score: Raw -5431642.051795 + Penalty 3497.050590 = -5428145.001205
  nChanged 0
		SP:Iteration 60F (87850.130000 sec): 3 clusters
  Score: Raw -5431642.051795 + Penalty 3497.050590 = -5428145.001205
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87850.290000 sec): 2 clusters
  Score: Raw -592847.750629 + Penalty 1378.523684 = -591469.226944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87850.470000 sec): 3 clusters
  Score: Raw -590338.563872 + Penalty 2757.047368 = -587581.516503
  nChanged 1963
		SP:Iteration 1F (87850.690000 sec): 3 clusters
  Score: Raw -591427.092276 + Penalty 2757.047368 = -588670.044907
  nChanged 363
		SP:Iteration 2F (87850.900000 sec): 3 clusters
  Score: Raw -591634.017455 + Penalty 2757.047368 = -588876.970087
  nChanged 293
		SP:Iteration 3F (87851.070000 sec): 3 clusters
  Score: Raw -591795.546712 + Penalty 2757.047368 = -589038.499344
  nChanged 250
		SP:Iteration 4F (87851.190000 sec): 3 clusters
  Score: Raw -591926.820958 + Penalty 2757.047368 = -589169.773590
  nChanged 202
		SP:Iteration 5Q (87851.390000 sec): 3 clusters
  Score: Raw -592033.660988 + Penalty 2757.047368 = -589276.613619
  nChanged 202
		SP:Iteration 6Q (87851.560000 sec): 3 clusters
  Score: Raw -592142.408702 + Penalty 2757.047368 = -589385.361333
  nChanged 190
		SP:Iteration 7Q (87851.820000 sec): 3 clusters
  Score: Raw -592250.414546 + Penalty 2757.047368 = -589493.367178
  nChanged 168
		SP:Iteration 8Q (87852.040000 sec): 3 clusters
  Score: Raw -592344.745280 + Penalty 2757.047368 = -589587.697912
  nChanged 143
		SP:Iteration 9Q (87852.230000 sec): 3 clusters
  Score: Raw -592415.627656 + Penalty 2757.047368 = -589658.580288
  nChanged 118
		SP:Iteration 10Q (87852.450000 sec): 3 clusters
  Score: Raw -592470.073493 + Penalty 2757.047368 = -589713.026125
  nChanged 98
		SP:Iteration 11Q (87852.610000 sec): 3 clusters
  Score: Raw -592517.368363 + Penalty 2757.047368 = -589760.320995
  nChanged 100
		SP:Iteration 12Q (87852.810000 sec): 3 clusters
  Score: Raw -592578.858351 + Penalty 2757.047368 = -589821.810983
  nChanged 110
		SP:Iteration 13Q (87852.990000 sec): 3 clusters
  Score: Raw -592641.679729 + Penalty 2757.047368 = -589884.632361
  nChanged 87
		SP:Iteration 14Q (87853.160000 sec): 3 clusters
  Score: Raw -592684.072468 + Penalty 2757.047368 = -589927.025100
  nChanged 69
		SP:Iteration 15Q (87853.370000 sec): 3 clusters
  Score: Raw -592719.513248 + Penalty 2757.047368 = -589962.465879
  nChanged 60
		SP:Iteration 16Q (87853.540000 sec): 3 clusters
  Score: Raw -592749.272599 + Penalty 2757.047368 = -589992.225230
  nChanged 40
		SP:Iteration 17Q (87853.670000 sec): 3 clusters
  Score: Raw -592767.416531 + Penalty 2757.047368 = -590010.369163
  nChanged 31
		SP:Iteration 18Q (87853.870000 sec): 3 clusters
  Score: Raw -592782.790969 + Penalty 2757.047368 = -590025.743600
  nChanged 29
		SP:Iteration 19Q (87854.030000 sec): 3 clusters
  Score: Raw -592795.520303 + Penalty 2757.047368 = -590038.472935
  nChanged 23
		SP:Iteration 20F (87854.170000 sec): 3 clusters
  Score: Raw -592805.102686 + Penalty 2757.047368 = -590048.055317
  nChanged 19
		SP:Iteration 21Q (87854.360000 sec): 3 clusters
  Score: Raw -592812.125613 + Penalty 2757.047368 = -590055.078245
  nChanged 19
		SP:Iteration 22Q (87854.600000 sec): 3 clusters
  Score: Raw -592820.398704 + Penalty 2757.047368 = -590063.351336
  nChanged 21
		SP:Iteration 23Q (87854.790000 sec): 3 clusters
  Score: Raw -592831.675208 + Penalty 2757.047368 = -590074.627840
  nChanged 21
		SP:Iteration 24Q (87854.980000 sec): 3 clusters
  Score: Raw -592842.524983 + Penalty 2757.047368 = -590085.477615
  nChanged 22
		SP:Iteration 25Q (87855.200000 sec): 3 clusters
  Score: Raw -592854.378155 + Penalty 2757.047368 = -590097.330787
  nChanged 21
		SP:Iteration 26Q (87855.410000 sec): 3 clusters
  Score: Raw -592867.257695 + Penalty 2757.047368 = -590110.210326
  nChanged 22
		SP:Iteration 27Q (87855.680000 sec): 3 clusters
  Score: Raw -592879.602749 + Penalty 2757.047368 = -590122.555380
  nChanged 23
		SP:Iteration 28Q (87855.860000 sec): 3 clusters
  Score: Raw -592892.118489 + Penalty 2757.047368 = -590135.071120
  nChanged 26
		SP:Iteration 29Q (87856.050000 sec): 3 clusters
  Score: Raw -592907.290609 + Penalty 2757.047368 = -590150.243240
  nChanged 19
		SP:Iteration 30Q (87856.250000 sec): 3 clusters
  Score: Raw -592916.260339 + Penalty 2757.047368 = -590159.212970
  nChanged 18
		SP:Iteration 31Q (87856.450000 sec): 3 clusters
  Score: Raw -592927.134432 + Penalty 2757.047368 = -590170.087063
  nChanged 16
		SP:Iteration 32Q (87856.670000 sec): 3 clusters
  Score: Raw -592937.122647 + Penalty 2757.047368 = -590180.075278
  nChanged 19
		SP:Iteration 33Q (87856.850000 sec): 3 clusters
  Score: Raw -592947.386939 + Penalty 2757.047368 = -590190.339570
  nChanged 15
		SP:Iteration 34Q (87857.050000 sec): 3 clusters
  Score: Raw -592958.024114 + Penalty 2757.047368 = -590200.976745
  nChanged 17
		SP:Iteration 35Q (87857.230000 sec): 3 clusters
  Score: Raw -592969.741202 + Penalty 2757.047368 = -590212.693834
  nChanged 16
		SP:Iteration 36Q (87857.440000 sec): 3 clusters
  Score: Raw -592982.301691 + Penalty 2757.047368 = -590225.254322
  nChanged 15
		SP:Iteration 37Q (87857.670000 sec): 3 clusters
  Score: Raw -592990.771757 + Penalty 2757.047368 = -590233.724389
  nChanged 8
		SP:Iteration 38Q (87857.910000 sec): 3 clusters
  Score: Raw -592995.550216 + Penalty 2757.047368 = -590238.502848
  nChanged 9
		SP:Iteration 39Q (87858.120000 sec): 3 clusters
  Score: Raw -593000.350338 + Penalty 2757.047368 = -590243.302970
  nChanged 7
		SP:Iteration 40F (87858.340000 sec): 3 clusters
  Score: Raw -593005.029704 + Penalty 2757.047368 = -590247.982336
  nChanged 11
		SP:Iteration 41Q (87858.570000 sec): 3 clusters
  Score: Raw -593010.019571 + Penalty 2757.047368 = -590252.972203
  nChanged 5
		SP:Iteration 42Q (87858.770000 sec): 3 clusters
  Score: Raw -593013.016273 + Penalty 2757.047368 = -590255.968904
  nChanged 5
		SP:Iteration 43Q (87858.980000 sec): 3 clusters
  Score: Raw -593015.823822 + Penalty 2757.047368 = -590258.776454
  nChanged 6
		SP:Iteration 44Q (87859.150000 sec): 3 clusters
  Score: Raw -593019.339118 + Penalty 2757.047368 = -590262.291749
  nChanged 4
		SP:Iteration 45Q (87859.400000 sec): 3 clusters
  Score: Raw -593023.079432 + Penalty 2757.047368 = -590266.032064
  nChanged 6
		SP:Iteration 46Q (87859.610000 sec): 3 clusters
  Score: Raw -593026.882176 + Penalty 2757.047368 = -590269.834808
  nChanged 7
		SP:Iteration 47Q (87859.750000 sec): 3 clusters
  Score: Raw -593031.783875 + Penalty 2757.047368 = -590274.736506
  nChanged 4
		SP:Iteration 48Q (87859.960000 sec): 3 clusters
  Score: Raw -593033.969345 + Penalty 2757.047368 = -590276.921977
  nChanged 3
		SP:Iteration 49Q (87860.160000 sec): 3 clusters
  Score: Raw -593035.618513 + Penalty 2757.047368 = -590278.571144
  nChanged 5
		SP:Iteration 50Q (87860.320000 sec): 3 clusters
  Score: Raw -593040.046550 + Penalty 2757.047368 = -590282.999182
  nChanged 11
		SP:Iteration 51Q (87860.520000 sec): 3 clusters
  Score: Raw -593051.102557 + Penalty 2757.047368 = -590294.055189
  nChanged 5
		SP:Iteration 52Q (87860.720000 sec): 3 clusters
  Score: Raw -593053.888549 + Penalty 2757.047368 = -590296.841181
  nChanged 8
		SP:Iteration 53Q (87860.920000 sec): 3 clusters
  Score: Raw -593060.139569 + Penalty 2757.047368 = -590303.092201
  nChanged 6
		SP:Iteration 54Q (87861.130000 sec): 3 clusters
  Score: Raw -593065.175803 + Penalty 2757.047368 = -590308.128435
  nChanged 7
		SP:Iteration 55Q (87861.320000 sec): 3 clusters
  Score: Raw -593071.942768 + Penalty 2757.047368 = -590314.895399
  nChanged 10
		SP:Iteration 56Q (87861.540000 sec): 3 clusters
  Score: Raw -593080.459938 + Penalty 2757.047368 = -590323.412570
  nChanged 6
		SP:Iteration 57Q (87861.720000 sec): 3 clusters
  Score: Raw -593085.694791 + Penalty 2757.047368 = -590328.647422
  nChanged 4
		SP:Iteration 58Q (87861.990000 sec): 3 clusters
  Score: Raw -593088.936830 + Penalty 2757.047368 = -590331.889462
  nChanged 4
		SP:Iteration 59Q (87862.240000 sec): 3 clusters
  Score: Raw -593092.661300 + Penalty 2757.047368 = -590335.613932
  nChanged 5
		SP:Iteration 60F (87862.460000 sec): 3 clusters
  Score: Raw -593096.725291 + Penalty 2757.047368 = -590339.677923
  nChanged 3
		SP:Iteration 61Q (87862.640000 sec): 3 clusters
  Score: Raw -593099.961345 + Penalty 2757.047368 = -590342.913977
  nChanged 3
		SP:Iteration 62Q (87862.840000 sec): 3 clusters
  Score: Raw -593101.640487 + Penalty 2757.047368 = -590344.593118
  nChanged 2
		SP:Iteration 63Q (87863.030000 sec): 3 clusters
  Score: Raw -593102.311151 + Penalty 2757.047368 = -590345.263783
  nChanged 0
		SP:Iteration 64F (87863.210000 sec): 3 clusters
  Score: Raw -593102.311151 + Penalty 2757.047368 = -590345.263783
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (14274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87863.360000 sec): 2 clusters
  Score: Raw -1567007.157374 + Penalty 1554.506684 = -1565452.650689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87863.640000 sec): 3 clusters
  Score: Raw -1558614.463954 + Penalty 3109.013368 = -1555505.450586
  nChanged 6335
		SP:Iteration 1F (87863.950000 sec): 3 clusters
  Score: Raw -1562667.207612 + Penalty 3109.013368 = -1559558.194244
  nChanged 1141
		SP:Iteration 2F (87864.140000 sec): 3 clusters
  Score: Raw -1563446.373096 + Penalty 3109.013368 = -1560337.359727
  nChanged 1148
		SP:Iteration 3F (87864.460000 sec): 3 clusters
  Score: Raw -1564237.459549 + Penalty 3109.013368 = -1561128.446181
  nChanged 1005
		SP:Iteration 4F (87864.730000 sec): 3 clusters
  Score: Raw -1564895.904954 + Penalty 3109.013368 = -1561786.891586
  nChanged 815
		SP:Iteration 5F (87864.970000 sec): 3 clusters
  Score: Raw -1565426.715549 + Penalty 3109.013368 = -1562317.702180
  nChanged 675
		SP:Iteration 6Q (87865.240000 sec): 3 clusters
  Score: Raw -1565864.388624 + Penalty 3109.013368 = -1562755.375255
  nChanged 552
		SP:Iteration 7Q (87865.480000 sec): 3 clusters
  Score: Raw -1566247.445144 + Penalty 3109.013368 = -1563138.431775
  nChanged 456
		SP:Iteration 8Q (87865.730000 sec): 3 clusters
  Score: Raw -1566587.592116 + Penalty 3109.013368 = -1563478.578748
  nChanged 368
		SP:Iteration 9Q (87865.970000 sec): 3 clusters
  Score: Raw -1566857.334836 + Penalty 3109.013368 = -1563748.321467
  nChanged 295
		SP:Iteration 10Q (87866.240000 sec): 3 clusters
  Score: Raw -1567036.771089 + Penalty 3109.013368 = -1563927.757721
  nChanged 238
		SP:Iteration 11Q (87866.480000 sec): 3 clusters
  Score: Raw -1567176.775653 + Penalty 3109.013368 = -1564067.762284
  nChanged 190
		SP:Iteration 12Q (87866.700000 sec): 3 clusters
  Score: Raw -1567280.951645 + Penalty 3109.013368 = -1564171.938277
  nChanged 151
		SP:Iteration 13Q (87866.900000 sec): 3 clusters
  Score: Raw -1567349.270364 + Penalty 3109.013368 = -1564240.256996
  nChanged 109
		SP:Iteration 14Q (87867.140000 sec): 3 clusters
  Score: Raw -1567395.013011 + Penalty 3109.013368 = -1564285.999642
  nChanged 104
		SP:Iteration 15Q (87867.370000 sec): 3 clusters
  Score: Raw -1567434.659234 + Penalty 3109.013368 = -1564325.645866
  nChanged 108
		SP:Iteration 16Q (87867.600000 sec): 3 clusters
  Score: Raw -1567486.350174 + Penalty 3109.013368 = -1564377.336806
  nChanged 92
		SP:Iteration 17Q (87867.930000 sec): 3 clusters
  Score: Raw -1567522.984159 + Penalty 3109.013368 = -1564413.970791
  nChanged 78
		SP:Iteration 18Q (87868.190000 sec): 3 clusters
  Score: Raw -1567554.756356 + Penalty 3109.013368 = -1564445.742987
  nChanged 69
		SP:Iteration 19Q (87868.460000 sec): 3 clusters
  Score: Raw -1567577.787965 + Penalty 3109.013368 = -1564468.774596
  nChanged 44
		SP:Iteration 20F (87868.760000 sec): 3 clusters
  Score: Raw -1567590.274215 + Penalty 3109.013368 = -1564481.260847
  nChanged 33
		SP:Iteration 21Q (87869.040000 sec): 3 clusters
  Score: Raw -1567597.962619 + Penalty 3109.013368 = -1564488.949250
  nChanged 23
		SP:Iteration 22Q (87869.320000 sec): 3 clusters
  Score: Raw -1567605.527970 + Penalty 3109.013368 = -1564496.514602
  nChanged 30
		SP:Iteration 23Q (87869.600000 sec): 3 clusters
  Score: Raw -1567613.861740 + Penalty 3109.013368 = -1564504.848372
  nChanged 24
		SP:Iteration 24Q (87869.860000 sec): 3 clusters
  Score: Raw -1567619.870867 + Penalty 3109.013368 = -1564510.857499
  nChanged 20
		SP:Iteration 25Q (87870.070000 sec): 3 clusters
  Score: Raw -1567624.479769 + Penalty 3109.013368 = -1564515.466400
  nChanged 18
		SP:Iteration 26Q (87870.300000 sec): 3 clusters
  Score: Raw -1567629.153315 + Penalty 3109.013368 = -1564520.139946
  nChanged 20
		SP:Iteration 27Q (87870.630000 sec): 3 clusters
  Score: Raw -1567635.921669 + Penalty 3109.013368 = -1564526.908301
  nChanged 12
		SP:Iteration 28Q (87870.880000 sec): 3 clusters
  Score: Raw -1567638.962989 + Penalty 3109.013368 = -1564529.949621
  nChanged 11
		SP:Iteration 29Q (87871.140000 sec): 3 clusters
  Score: Raw -1567641.533943 + Penalty 3109.013368 = -1564532.520574
  nChanged 12
		SP:Iteration 30Q (87871.420000 sec): 3 clusters
  Score: Raw -1567643.987859 + Penalty 3109.013368 = -1564534.974491
  nChanged 5
		SP:Iteration 31Q (87871.690000 sec): 3 clusters
  Score: Raw -1567644.773331 + Penalty 3109.013368 = -1564535.759963
  nChanged 4
		SP:Iteration 32Q (87871.910000 sec): 3 clusters
  Score: Raw -1567645.208250 + Penalty 3109.013368 = -1564536.194882
  nChanged 2
		SP:Iteration 33Q (87872.180000 sec): 3 clusters
  Score: Raw -1567645.583946 + Penalty 3109.013368 = -1564536.570578
  nChanged 2
		SP:Iteration 34Q (87872.420000 sec): 3 clusters
  Score: Raw -1567646.118878 + Penalty 3109.013368 = -1564537.105509
  nChanged 3
		SP:Iteration 35Q (87872.640000 sec): 3 clusters
  Score: Raw -1567646.597997 + Penalty 3109.013368 = -1564537.584628
  nChanged 0
		SP:Iteration 36F (87872.930000 sec): 3 clusters
  Score: Raw -1567646.597997 + Penalty 3109.013368 = -1564537.584628
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87873.030000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87873.190000 sec): 3 clusters
  Score: Raw -19183.856962 + Penalty 1708.685996 = -17475.170967
  nChanged 31
		SP:Iteration 1F (87873.300000 sec): 3 clusters
  Score: Raw -19286.858646 + Penalty 1708.685996 = -17578.172650
  nChanged 11
		SP:Iteration 2F (87873.450000 sec): 3 clusters
  Score: Raw -19322.769446 + Penalty 1708.685996 = -17614.083450
  nChanged 3
		SP:Iteration 3Q (87873.620000 sec): 3 clusters
  Score: Raw -19330.800793 + Penalty 1708.685996 = -17622.114798
  nChanged 0
		SP:Iteration 4F (87873.770000 sec): 3 clusters
  Score: Raw -19330.800793 + Penalty 1708.685996 = -17622.114798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (362002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87875.470000 sec): 2 clusters
  Score: Raw -44030021.443774 + Penalty 2079.903315 = -44027941.540459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87877.550000 sec): 3 clusters
  Score: Raw -43787191.145482 + Penalty 4159.806630 = -43783031.338852
  nChanged 176901
		SP:Iteration 1F (87879.580000 sec): 3 clusters
  Score: Raw -43894546.719733 + Penalty 4159.806630 = -43890386.913103
  nChanged 10588
		SP:Iteration 2Q (87881.620000 sec): 3 clusters
  Score: Raw -43897152.738413 + Penalty 4159.806630 = -43892992.931783
  nChanged 11952
		SP:Iteration 3Q (87883.380000 sec): 3 clusters
  Score: Raw -43900696.101540 + Penalty 4159.806630 = -43896536.294910
  nChanged 13679
		SP:Iteration 4Q (87885.330000 sec): 3 clusters
  Score: Raw -43905526.234778 + Penalty 4159.806630 = -43901366.428148
  nChanged 15853
		SP:Iteration 5Q (87887.190000 sec): 3 clusters
  Score: Raw -43912084.385646 + Penalty 4159.806630 = -43907924.579016
  nChanged 18046
		SP:Iteration 6Q (87888.890000 sec): 3 clusters
  Score: Raw -43920903.058036 + Penalty 4159.806630 = -43916743.251406
  nChanged 19894
		SP:Iteration 7F (87890.810000 sec): 3 clusters
  Score: Raw -43932225.116447 + Penalty 4159.806630 = -43928065.309817
  nChanged 20634
		SP:Iteration 8F (87892.620000 sec): 3 clusters
  Score: Raw -43945382.183562 + Penalty 4159.806630 = -43941222.376932
  nChanged 19658
		SP:Iteration 9F (87894.390000 sec): 3 clusters
  Score: Raw -43956838.578495 + Penalty 4159.806630 = -43952678.771865
  nChanged 15480
		SP:Iteration 10Q (87896.250000 sec): 3 clusters
  Score: Raw -43962897.708984 + Penalty 4159.806630 = -43958737.902354
  nChanged 9569
		SP:Iteration 11Q (87898.110000 sec): 3 clusters
  Score: Raw -43965172.326839 + Penalty 4159.806630 = -43961012.520209
  nChanged 5904
		SP:Iteration 12Q (87900.010000 sec): 3 clusters
  Score: Raw -43966242.297538 + Penalty 4159.806630 = -43962082.490908
  nChanged 4604
		SP:Iteration 13Q (87901.670000 sec): 3 clusters
  Score: Raw -43967089.048515 + Penalty 4159.806630 = -43962929.241885
  nChanged 4609
		SP:Iteration 14Q (87903.350000 sec): 3 clusters
  Score: Raw -43967981.784819 + Penalty 4159.806630 = -43963821.978189
  nChanged 5026
		SP:Iteration 15Q (87905.100000 sec): 3 clusters
  Score: Raw -43969017.308794 + Penalty 4159.806630 = -43964857.502164
  nChanged 5397
		SP:Iteration 16Q (87906.800000 sec): 3 clusters
  Score: Raw -43970201.209724 + Penalty 4159.806630 = -43966041.403094
  nChanged 5885
		SP:Iteration 17Q (87908.590000 sec): 3 clusters
  Score: Raw -43971581.104573 + Penalty 4159.806630 = -43967421.297943
  nChanged 6269
		SP:Iteration 18Q (87910.250000 sec): 3 clusters
  Score: Raw -43973176.832535 + Penalty 4159.806630 = -43969017.025904
  nChanged 6710
		SP:Iteration 19Q (87912.020000 sec): 3 clusters
  Score: Raw -43975040.918575 + Penalty 4159.806630 = -43970881.111945
  nChanged 7210
		SP:Iteration 20F (87913.770000 sec): 3 clusters
  Score: Raw -43977223.723946 + Penalty 4159.806630 = -43973063.917316
  nChanged 7573
		SP:Iteration 21Q (87915.730000 sec): 3 clusters
  Score: Raw -43979724.378922 + Penalty 4159.806630 = -43975564.572292
  nChanged 7958
		SP:Iteration 22Q (87917.670000 sec): 3 clusters
  Score: Raw -43982575.132643 + Penalty 4159.806630 = -43978415.326013
  nChanged 8287
		SP:Iteration 23Q (87919.430000 sec): 3 clusters
  Score: Raw -43985824.450157 + Penalty 4159.806630 = -43981664.643527
  nChanged 8539
		SP:Iteration 24Q (87921.220000 sec): 3 clusters
  Score: Raw -43989456.478434 + Penalty 4159.806630 = -43985296.671804
  nChanged 8611
		SP:Iteration 25Q (87923.010000 sec): 3 clusters
  Score: Raw -43993453.382144 + Penalty 4159.806630 = -43989293.575514
  nChanged 8529
		SP:Iteration 26Q (87924.700000 sec): 3 clusters
  Score: Raw -43997745.489362 + Penalty 4159.806630 = -43993585.682732
  nChanged 8305
		SP:Iteration 27Q (87926.450000 sec): 3 clusters
  Score: Raw -44002279.751471 + Penalty 4159.806630 = -43998119.944841
  nChanged 7844
		SP:Iteration 28Q (87928.030000 sec): 3 clusters
  Score: Raw -44006869.630468 + Penalty 4159.806630 = -44002709.823838
  nChanged 7149
		SP:Iteration 29Q (87929.680000 sec): 3 clusters
  Score: Raw -44011310.141227 + Penalty 4159.806630 = -44007150.334596
  nChanged 6368
		SP:Iteration 30Q (87931.350000 sec): 3 clusters
  Score: Raw -44015427.427221 + Penalty 4159.806630 = -44011267.620591
  nChanged 5318
		SP:Iteration 31Q (87932.920000 sec): 3 clusters
  Score: Raw -44018944.316235 + Penalty 4159.806630 = -44014784.509605
  nChanged 4336
		SP:Iteration 32Q (87934.440000 sec): 3 clusters
  Score: Raw -44021847.720755 + Penalty 4159.806630 = -44017687.914125
  nChanged 3393
		SP:Iteration 33Q (87936.050000 sec): 3 clusters
  Score: Raw -44024168.795482 + Penalty 4159.806630 = -44020008.988852
  nChanged 2759
		SP:Iteration 34Q (87937.480000 sec): 3 clusters
  Score: Raw -44026078.189063 + Penalty 4159.806630 = -44021918.382433
  nChanged 2080
		SP:Iteration 35Q (87939.060000 sec): 3 clusters
  Score: Raw -44027488.338879 + Penalty 4159.806630 = -44023328.532249
  nChanged 1537
		SP:Iteration 36Q (87940.670000 sec): 3 clusters
  Score: Raw -44028505.920788 + Penalty 4159.806630 = -44024346.114158
  nChanged 1116
		SP:Iteration 37Q (87942.310000 sec): 3 clusters
  Score: Raw -44029206.768736 + Penalty 4159.806630 = -44025046.962106
  nChanged 778
		SP:Iteration 38Q (87944.080000 sec): 3 clusters
  Score: Raw -44029651.368495 + Penalty 4159.806630 = -44025491.561865
  nChanged 539
		SP:Iteration 39Q (87946.020000 sec): 3 clusters
  Score: Raw -44029934.706056 + Penalty 4159.806630 = -44025774.899426
  nChanged 403
		SP:Iteration 40F (87948.030000 sec): 3 clusters
  Score: Raw -44030129.664961 + Penalty 4159.806630 = -44025969.858331
  nChanged 305
		SP:Iteration 41Q (87949.840000 sec): 3 clusters
  Score: Raw -44030259.515952 + Penalty 4159.806630 = -44026099.709322
  nChanged 230
		SP:Iteration 42Q (87951.730000 sec): 3 clusters
  Score: Raw -44030354.496351 + Penalty 4159.806630 = -44026194.689721
  nChanged 200
		SP:Iteration 43Q (87953.420000 sec): 3 clusters
  Score: Raw -44030430.105309 + Penalty 4159.806630 = -44026270.298679
  nChanged 142
		SP:Iteration 44Q (87955.100000 sec): 3 clusters
  Score: Raw -44030481.450756 + Penalty 4159.806630 = -44026321.644126
  nChanged 120
		SP:Iteration 45Q (87956.550000 sec): 3 clusters
  Score: Raw -44030520.080589 + Penalty 4159.806630 = -44026360.273959
  nChanged 86
		SP:Iteration 46Q (87958.340000 sec): 3 clusters
  Score: Raw -44030545.087862 + Penalty 4159.806630 = -44026385.281232
  nChanged 61
		SP:Iteration 47Q (87960.080000 sec): 3 clusters
  Score: Raw -44030560.902259 + Penalty 4159.806630 = -44026401.095629
  nChanged 48
		SP:Iteration 48Q (87961.730000 sec): 3 clusters
  Score: Raw -44030572.568317 + Penalty 4159.806630 = -44026412.761687
  nChanged 37
		SP:Iteration 49Q (87963.360000 sec): 3 clusters
  Score: Raw -44030582.453021 + Penalty 4159.806630 = -44026422.646391
  nChanged 31
		SP:Iteration 50Q (87964.960000 sec): 3 clusters
  Score: Raw -44030591.617553 + Penalty 4159.806630 = -44026431.810923
  nChanged 31
		SP:Iteration 51Q (87966.840000 sec): 3 clusters
  Score: Raw -44030600.526004 + Penalty 4159.806630 = -44026440.719374
  nChanged 27
		SP:Iteration 52Q (87968.430000 sec): 3 clusters
  Score: Raw -44030606.450154 + Penalty 4159.806630 = -44026446.643524
  nChanged 19
		SP:Iteration 53Q (87970.140000 sec): 3 clusters
  Score: Raw -44030611.066857 + Penalty 4159.806630 = -44026451.260227
  nChanged 20
		SP:Iteration 54Q (87971.910000 sec): 3 clusters
  Score: Raw -44030615.163269 + Penalty 4159.806630 = -44026455.356639
  nChanged 17
		SP:Iteration 55Q (87973.580000 sec): 3 clusters
  Score: Raw -44030618.327346 + Penalty 4159.806630 = -44026458.520716
  nChanged 13
		SP:Iteration 56Q (87975.370000 sec): 3 clusters
  Score: Raw -44030620.153538 + Penalty 4159.806630 = -44026460.346908
  nChanged 5
		SP:Iteration 57Q (87977.220000 sec): 3 clusters
  Score: Raw -44030621.029826 + Penalty 4159.806630 = -44026461.223196
  nChanged 10
		SP:Iteration 58Q (87978.890000 sec): 3 clusters
  Score: Raw -44030622.507592 + Penalty 4159.806630 = -44026462.700962
  nChanged 8
		SP:Iteration 59Q (87980.540000 sec): 3 clusters
  Score: Raw -44030624.207398 + Penalty 4159.806630 = -44026464.400768
  nChanged 6
		SP:Iteration 60F (87982.540000 sec): 3 clusters
  Score: Raw -44030625.768465 + Penalty 4159.806630 = -44026465.961835
  nChanged 7
		SP:Iteration 61Q (87984.090000 sec): 3 clusters
  Score: Raw -44030626.548026 + Penalty 4159.806630 = -44026466.741396
  nChanged 4
		SP:Iteration 62Q (87985.580000 sec): 3 clusters
  Score: Raw -44030627.153804 + Penalty 4159.806630 = -44026467.347174
  nChanged 5
		SP:Iteration 63Q (87987.140000 sec): 3 clusters
  Score: Raw -44030628.193648 + Penalty 4159.806630 = -44026468.387018
  nChanged 8
		SP:Iteration 64Q (87988.860000 sec): 3 clusters
  Score: Raw -44030630.276074 + Penalty 4159.806630 = -44026470.469444
  nChanged 6
		SP:Iteration 65Q (87990.560000 sec): 3 clusters
  Score: Raw -44030631.344491 + Penalty 4159.806630 = -44026471.537861
  nChanged 4
		SP:Iteration 66Q (87992.140000 sec): 3 clusters
  Score: Raw -44030631.905080 + Penalty 4159.806630 = -44026472.098450
  nChanged 3
		SP:Iteration 67Q (87993.860000 sec): 3 clusters
  Score: Raw -44030632.832702 + Penalty 4159.806630 = -44026473.026072
  nChanged 3
		SP:Iteration 68Q (87995.560000 sec): 3 clusters
  Score: Raw -44030633.275848 + Penalty 4159.806630 = -44026473.469218
  nChanged 3
		SP:Iteration 69Q (87997.360000 sec): 3 clusters
  Score: Raw -44030633.939205 + Penalty 4159.806630 = -44026474.132574
  nChanged 5
		SP:Iteration 70Q (87998.970000 sec): 3 clusters
  Score: Raw -44030634.754053 + Penalty 4159.806630 = -44026474.947423
  nChanged 6
		SP:Iteration 71Q (88000.670000 sec): 3 clusters
  Score: Raw -44030636.096243 + Penalty 4159.806630 = -44026476.289613
  nChanged 6
		SP:Iteration 72Q (88002.250000 sec): 3 clusters
  Score: Raw -44030637.255269 + Penalty 4159.806630 = -44026477.448639
  nChanged 4
		SP:Iteration 73Q (88003.870000 sec): 3 clusters
  Score: Raw -44030638.331926 + Penalty 4159.806630 = -44026478.525296
  nChanged 4
		SP:Iteration 74Q (88005.720000 sec): 3 clusters
  Score: Raw -44030639.214550 + Penalty 4159.806630 = -44026479.407920
  nChanged 8
		SP:Iteration 75Q (88007.370000 sec): 3 clusters
  Score: Raw -44030640.933852 + Penalty 4159.806630 = -44026481.127222
  nChanged 7
		SP:Iteration 76Q (88008.940000 sec): 3 clusters
  Score: Raw -44030642.316848 + Penalty 4159.806630 = -44026482.510218
  nChanged 4
		SP:Iteration 77Q (88010.630000 sec): 3 clusters
  Score: Raw -44030643.214601 + Penalty 4159.806630 = -44026483.407971
  nChanged 5
		SP:Iteration 78Q (88012.100000 sec): 3 clusters
  Score: Raw -44030644.278046 + Penalty 4159.806630 = -44026484.471416
  nChanged 5
		SP:Iteration 79Q (88013.590000 sec): 3 clusters
  Score: Raw -44030645.577502 + Penalty 4159.806630 = -44026485.770872
  nChanged 7
		SP:Iteration 80F (88015.400000 sec): 3 clusters
  Score: Raw -44030647.734050 + Penalty 4159.806630 = -44026487.927420
  nChanged 4
		SP:Iteration 81Q (88017.090000 sec): 3 clusters
  Score: Raw -44030648.957011 + Penalty 4159.806630 = -44026489.150380
  nChanged 6
		SP:Iteration 82Q (88018.770000 sec): 3 clusters
  Score: Raw -44030649.983503 + Penalty 4159.806630 = -44026490.176873
  nChanged 6
		SP:Iteration 83Q (88020.400000 sec): 3 clusters
  Score: Raw -44030651.161231 + Penalty 4159.806630 = -44026491.354601
  nChanged 7
		SP:Iteration 84Q (88022.130000 sec): 3 clusters
  Score: Raw -44030652.629031 + Penalty 4159.806630 = -44026492.822401
  nChanged 6
		SP:Iteration 85Q (88023.650000 sec): 3 clusters
  Score: Raw -44030653.955171 + Penalty 4159.806630 = -44026494.148541
  nChanged 3
		SP:Iteration 86Q (88025.270000 sec): 3 clusters
  Score: Raw -44030654.679920 + Penalty 4159.806630 = -44026494.873289
  nChanged 2
		SP:Iteration 87Q (88026.920000 sec): 3 clusters
  Score: Raw -44030654.869227 + Penalty 4159.806630 = -44026495.062597
  nChanged 1
		SP:Iteration 88Q (88028.290000 sec): 3 clusters
  Score: Raw -44030655.043076 + Penalty 4159.806630 = -44026495.236446
  nChanged 1
		SP:Iteration 89Q (88030.020000 sec): 3 clusters
  Score: Raw -44030655.153144 + Penalty 4159.806630 = -44026495.346514
  nChanged 0
		SP:Iteration 90F (88032.230000 sec): 3 clusters
  Score: Raw -44030655.153144 + Penalty 4159.806630 = -44026495.346514
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88032.550000 sec): 2 clusters
  Score: Raw -2569233.300987 + Penalty 1628.051522 = -2567605.249465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88032.820000 sec): 3 clusters
  Score: Raw -2555671.424099 + Penalty 3256.103044 = -2552415.321056
  nChanged 10120
		SP:Iteration 1F (88033.150000 sec): 3 clusters
  Score: Raw -2561806.353965 + Penalty 3256.103044 = -2558550.250921
  nChanged 1430
		SP:Iteration 2F (88033.390000 sec): 3 clusters
  Score: Raw -2562548.071039 + Penalty 3256.103044 = -2559291.967995
  nChanged 1426
		SP:Iteration 3F (88033.690000 sec): 3 clusters
  Score: Raw -2563305.527235 + Penalty 3256.103044 = -2560049.424191
  nChanged 1393
		SP:Iteration 4F (88033.970000 sec): 3 clusters
  Score: Raw -2564018.040799 + Penalty 3256.103044 = -2560761.937755
  nChanged 1299
		SP:Iteration 5F (88034.320000 sec): 3 clusters
  Score: Raw -2564698.731355 + Penalty 3256.103044 = -2561442.628311
  nChanged 1163
		SP:Iteration 6F (88034.600000 sec): 3 clusters
  Score: Raw -2565369.976057 + Penalty 3256.103044 = -2562113.873013
  nChanged 1065
		SP:Iteration 7Q (88034.960000 sec): 3 clusters
  Score: Raw -2566044.989732 + Penalty 3256.103044 = -2562788.886688
  nChanged 984
		SP:Iteration 8Q (88035.240000 sec): 3 clusters
  Score: Raw -2566724.361555 + Penalty 3256.103044 = -2563468.258511
  nChanged 887
		SP:Iteration 9Q (88035.520000 sec): 3 clusters
  Score: Raw -2567308.855661 + Penalty 3256.103044 = -2564052.752617
  nChanged 740
		SP:Iteration 10Q (88035.800000 sec): 3 clusters
  Score: Raw -2567794.088954 + Penalty 3256.103044 = -2564537.985911
  nChanged 631
		SP:Iteration 11Q (88036.090000 sec): 3 clusters
  Score: Raw -2568202.870862 + Penalty 3256.103044 = -2564946.767818
  nChanged 549
		SP:Iteration 12Q (88036.380000 sec): 3 clusters
  Score: Raw -2568536.572498 + Penalty 3256.103044 = -2565280.469454
  nChanged 435
		SP:Iteration 13Q (88036.700000 sec): 3 clusters
  Score: Raw -2568785.632545 + Penalty 3256.103044 = -2565529.529501
  nChanged 362
		SP:Iteration 14Q (88037.010000 sec): 3 clusters
  Score: Raw -2568988.441261 + Penalty 3256.103044 = -2565732.338217
  nChanged 292
		SP:Iteration 15Q (88037.220000 sec): 3 clusters
  Score: Raw -2569159.763573 + Penalty 3256.103044 = -2565903.660529
  nChanged 259
		SP:Iteration 16Q (88037.490000 sec): 3 clusters
  Score: Raw -2569322.798002 + Penalty 3256.103044 = -2566066.694958
  nChanged 214
		SP:Iteration 17Q (88037.720000 sec): 3 clusters
  Score: Raw -2569452.071009 + Penalty 3256.103044 = -2566195.967965
  nChanged 160
		SP:Iteration 18Q (88038.030000 sec): 3 clusters
  Score: Raw -2569561.757791 + Penalty 3256.103044 = -2566305.654747
  nChanged 138
		SP:Iteration 19Q (88038.240000 sec): 3 clusters
  Score: Raw -2569670.822141 + Penalty 3256.103044 = -2566414.719097
  nChanged 119
		SP:Iteration 20F (88038.490000 sec): 3 clusters
  Score: Raw -2569753.894295 + Penalty 3256.103044 = -2566497.791251
  nChanged 96
		SP:Iteration 21Q (88038.770000 sec): 3 clusters
  Score: Raw -2569817.645587 + Penalty 3256.103044 = -2566561.542543
  nChanged 71
		SP:Iteration 22Q (88039.020000 sec): 3 clusters
  Score: Raw -2569859.334125 + Penalty 3256.103044 = -2566603.231081
  nChanged 54
		SP:Iteration 23Q (88039.280000 sec): 3 clusters
  Score: Raw -2569888.644371 + Penalty 3256.103044 = -2566632.541327
  nChanged 45
		SP:Iteration 24Q (88039.580000 sec): 3 clusters
  Score: Raw -2569910.438581 + Penalty 3256.103044 = -2566654.335537
  nChanged 39
		SP:Iteration 25Q (88039.800000 sec): 3 clusters
  Score: Raw -2569928.112662 + Penalty 3256.103044 = -2566672.009618
  nChanged 31
		SP:Iteration 26Q (88040.080000 sec): 3 clusters
  Score: Raw -2569946.717282 + Penalty 3256.103044 = -2566690.614238
  nChanged 29
		SP:Iteration 27Q (88040.420000 sec): 3 clusters
  Score: Raw -2569965.144704 + Penalty 3256.103044 = -2566709.041660
  nChanged 26
		SP:Iteration 28Q (88040.690000 sec): 3 clusters
  Score: Raw -2569978.324625 + Penalty 3256.103044 = -2566722.221581
  nChanged 16
		SP:Iteration 29Q (88040.940000 sec): 3 clusters
  Score: Raw -2569987.236991 + Penalty 3256.103044 = -2566731.133947
  nChanged 14
		SP:Iteration 30Q (88041.240000 sec): 3 clusters
  Score: Raw -2569993.735478 + Penalty 3256.103044 = -2566737.632434
  nChanged 16
		SP:Iteration 31Q (88041.480000 sec): 3 clusters
  Score: Raw -2570003.066366 + Penalty 3256.103044 = -2566746.963322
  nChanged 16
		SP:Iteration 32Q (88041.720000 sec): 3 clusters
  Score: Raw -2570009.472875 + Penalty 3256.103044 = -2566753.369831
  nChanged 11
		SP:Iteration 33Q (88041.960000 sec): 3 clusters
  Score: Raw -2570013.963950 + Penalty 3256.103044 = -2566757.860906
  nChanged 8
		SP:Iteration 34Q (88042.230000 sec): 3 clusters
  Score: Raw -2570016.699065 + Penalty 3256.103044 = -2566760.596021
  nChanged 8
		SP:Iteration 35Q (88042.500000 sec): 3 clusters
  Score: Raw -2570020.030091 + Penalty 3256.103044 = -2566763.927048
  nChanged 4
		SP:Iteration 36Q (88042.760000 sec): 3 clusters
  Score: Raw -2570021.719746 + Penalty 3256.103044 = -2566765.616702
  nChanged 4
		SP:Iteration 37Q (88042.980000 sec): 3 clusters
  Score: Raw -2570022.364840 + Penalty 3256.103044 = -2566766.261796
  nChanged 2
		SP:Iteration 38Q (88043.280000 sec): 3 clusters
  Score: Raw -2570022.793443 + Penalty 3256.103044 = -2566766.690399
  nChanged 1
		SP:Iteration 39Q (88043.490000 sec): 3 clusters
  Score: Raw -2570022.859559 + Penalty 3256.103044 = -2566766.756515
  nChanged 0
		SP:Iteration 40F (88043.780000 sec): 3 clusters
  Score: Raw -2570022.859559 + Penalty 3256.103044 = -2566766.756515
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88044.030000 sec): 2 clusters
  Score: Raw -5112680.865254 + Penalty 1726.996866 = -5110953.868388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88044.410000 sec): 3 clusters
  Score: Raw -5086681.717278 + Penalty 3453.993732 = -5083227.723545
  nChanged 19294
		SP:Iteration 1F (88044.750000 sec): 3 clusters
  Score: Raw -5097938.850749 + Penalty 3453.993732 = -5094484.857017
  nChanged 2294
		SP:Iteration 2F (88045.110000 sec): 3 clusters
  Score: Raw -5098995.797241 + Penalty 3453.993732 = -5095541.803508
  nChanged 2568
		SP:Iteration 3F (88045.470000 sec): 3 clusters
  Score: Raw -5100372.862475 + Penalty 3453.993732 = -5096918.868742
  nChanged 2863
		SP:Iteration 4F (88045.850000 sec): 3 clusters
  Score: Raw -5102010.861476 + Penalty 3453.993732 = -5098556.867744
  nChanged 2756
		SP:Iteration 5F (88046.250000 sec): 3 clusters
  Score: Raw -5103538.714834 + Penalty 3453.993732 = -5100084.721102
  nChanged 2404
		SP:Iteration 6F (88046.690000 sec): 3 clusters
  Score: Raw -5104836.532358 + Penalty 3453.993732 = -5101382.538626
  nChanged 1993
		SP:Iteration 7Q (88047.090000 sec): 3 clusters
  Score: Raw -5105959.879522 + Penalty 3453.993732 = -5102505.885790
  nChanged 1812
		SP:Iteration 8Q (88047.460000 sec): 3 clusters
  Score: Raw -5107076.310454 + Penalty 3453.993732 = -5103622.316722
  nChanged 1751
		SP:Iteration 9Q (88047.850000 sec): 3 clusters
  Score: Raw -5108320.051246 + Penalty 3453.993732 = -5104866.057514
  nChanged 1689
		SP:Iteration 10Q (88048.210000 sec): 3 clusters
  Score: Raw -5109627.165343 + Penalty 3453.993732 = -5106173.171610
  nChanged 1393
		SP:Iteration 11Q (88048.640000 sec): 3 clusters
  Score: Raw -5110768.240435 + Penalty 3453.993732 = -5107314.246702
  nChanged 1030
		SP:Iteration 12Q (88049.040000 sec): 3 clusters
  Score: Raw -5111602.278508 + Penalty 3453.993732 = -5108148.284775
  nChanged 652
		SP:Iteration 13Q (88049.420000 sec): 3 clusters
  Score: Raw -5112127.769289 + Penalty 3453.993732 = -5108673.775556
  nChanged 381
		SP:Iteration 14Q (88049.770000 sec): 3 clusters
  Score: Raw -5112427.812358 + Penalty 3453.993732 = -5108973.818626
  nChanged 207
		SP:Iteration 15Q (88050.090000 sec): 3 clusters
  Score: Raw -5112614.495602 + Penalty 3453.993732 = -5109160.501869
  nChanged 121
		SP:Iteration 16Q (88050.420000 sec): 3 clusters
  Score: Raw -5112705.805742 + Penalty 3453.993732 = -5109251.812010
  nChanged 69
		SP:Iteration 17Q (88050.780000 sec): 3 clusters
  Score: Raw -5112760.637265 + Penalty 3453.993732 = -5109306.643533
  nChanged 41
		SP:Iteration 18Q (88051.130000 sec): 3 clusters
  Score: Raw -5112793.429451 + Penalty 3453.993732 = -5109339.435719
  nChanged 33
		SP:Iteration 19Q (88051.470000 sec): 3 clusters
  Score: Raw -5112828.953202 + Penalty 3453.993732 = -5109374.959469
  nChanged 31
		SP:Iteration 20F (88051.890000 sec): 3 clusters
  Score: Raw -5112861.450987 + Penalty 3453.993732 = -5109407.457255
  nChanged 33
		SP:Iteration 21Q (88052.190000 sec): 3 clusters
  Score: Raw -5112891.044690 + Penalty 3453.993732 = -5109437.050957
  nChanged 25
		SP:Iteration 22Q (88052.590000 sec): 3 clusters
  Score: Raw -5112916.105641 + Penalty 3453.993732 = -5109462.111909
  nChanged 12
		SP:Iteration 23Q (88052.920000 sec): 3 clusters
  Score: Raw -5112926.137302 + Penalty 3453.993732 = -5109472.143569
  nChanged 10
		SP:Iteration 24Q (88053.230000 sec): 3 clusters
  Score: Raw -5112933.220473 + Penalty 3453.993732 = -5109479.226740
  nChanged 9
		SP:Iteration 25Q (88053.580000 sec): 3 clusters
  Score: Raw -5112939.927754 + Penalty 3453.993732 = -5109485.934022
  nChanged 4
		SP:Iteration 26Q (88053.950000 sec): 3 clusters
  Score: Raw -5112943.546930 + Penalty 3453.993732 = -5109489.553197
  nChanged 3
		SP:Iteration 27Q (88054.340000 sec): 3 clusters
  Score: Raw -5112945.615646 + Penalty 3453.993732 = -5109491.621914
  nChanged 2
		SP:Iteration 28Q (88054.610000 sec): 3 clusters
  Score: Raw -5112947.784846 + Penalty 3453.993732 = -5109493.791114
  nChanged 3
		SP:Iteration 29Q (88054.940000 sec): 3 clusters
  Score: Raw -5112950.826372 + Penalty 3453.993732 = -5109496.832639
  nChanged 2
		SP:Iteration 30Q (88055.290000 sec): 3 clusters
  Score: Raw -5112953.010778 + Penalty 3453.993732 = -5109499.017046
  nChanged 3
		SP:Iteration 31Q (88055.620000 sec): 3 clusters
  Score: Raw -5112955.578975 + Penalty 3453.993732 = -5109501.585243
  nChanged 4
		SP:Iteration 32Q (88055.990000 sec): 3 clusters
  Score: Raw -5112959.348496 + Penalty 3453.993732 = -5109505.354763
  nChanged 3
		SP:Iteration 33Q (88056.250000 sec): 3 clusters
  Score: Raw -5112961.186568 + Penalty 3453.993732 = -5109507.192835
  nChanged 5
		SP:Iteration 34Q (88056.580000 sec): 3 clusters
  Score: Raw -5112965.428735 + Penalty 3453.993732 = -5109511.435002
  nChanged 2
		SP:Iteration 35Q (88056.910000 sec): 3 clusters
  Score: Raw -5112966.952316 + Penalty 3453.993732 = -5109512.958584
  nChanged 2
		SP:Iteration 36Q (88057.270000 sec): 3 clusters
  Score: Raw -5112968.414307 + Penalty 3453.993732 = -5109514.420574
  nChanged 1
		SP:Iteration 37Q (88057.590000 sec): 3 clusters
  Score: Raw -5112969.071460 + Penalty 3453.993732 = -5109515.077727
  nChanged 1
		SP:Iteration 38Q (88057.980000 sec): 3 clusters
  Score: Raw -5112970.212494 + Penalty 3453.993732 = -5109516.218762
  nChanged 1
		SP:Iteration 39Q (88058.340000 sec): 3 clusters
  Score: Raw -5112970.794629 + Penalty 3453.993732 = -5109516.800896
  nChanged 2
		SP:Iteration 40F (88058.690000 sec): 3 clusters
  Score: Raw -5112972.340215 + Penalty 3453.993732 = -5109518.346482
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88058.800000 sec): 2 clusters
  Score: Raw -1676894.340497 + Penalty 1550.717399 = -1675343.623099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88059.050000 sec): 3 clusters
  Score: Raw -1668659.533975 + Penalty 3101.434798 = -1665558.099178
  nChanged 6173
		SP:Iteration 1F (88059.270000 sec): 3 clusters
  Score: Raw -1671970.356099 + Penalty 3101.434798 = -1668868.921301
  nChanged 813
		SP:Iteration 2F (88059.500000 sec): 3 clusters
  Score: Raw -1672305.154226 + Penalty 3101.434798 = -1669203.719428
  nChanged 763
		SP:Iteration 3F (88059.740000 sec): 3 clusters
  Score: Raw -1672652.598280 + Penalty 3101.434798 = -1669551.163483
  nChanged 765
		SP:Iteration 4F (88059.970000 sec): 3 clusters
  Score: Raw -1673055.873522 + Penalty 3101.434798 = -1669954.438724
  nChanged 797
		SP:Iteration 5F (88060.190000 sec): 3 clusters
  Score: Raw -1673535.281698 + Penalty 3101.434798 = -1670433.846901
  nChanged 845
		SP:Iteration 6F (88060.490000 sec): 3 clusters
  Score: Raw -1674121.446599 + Penalty 3101.434798 = -1671020.011802
  nChanged 881
		SP:Iteration 7F (88060.680000 sec): 3 clusters
  Score: Raw -1674811.153974 + Penalty 3101.434798 = -1671709.719177
  nChanged 840
		SP:Iteration 8F (88060.940000 sec): 3 clusters
  Score: Raw -1675526.424506 + Penalty 3101.434798 = -1672424.989708
  nChanged 681
		SP:Iteration 9Q (88061.140000 sec): 3 clusters
  Score: Raw -1676134.207261 + Penalty 3101.434798 = -1673032.772463
  nChanged 454
		SP:Iteration 10Q (88061.320000 sec): 3 clusters
  Score: Raw -1676530.911545 + Penalty 3101.434798 = -1673429.476747
  nChanged 255
		SP:Iteration 11Q (88061.560000 sec): 3 clusters
  Score: Raw -1676770.657238 + Penalty 3101.434798 = -1673669.222440
  nChanged 149
		SP:Iteration 12Q (88061.770000 sec): 3 clusters
  Score: Raw -1676915.676421 + Penalty 3101.434798 = -1673814.241623
  nChanged 79
		SP:Iteration 13Q (88061.970000 sec): 3 clusters
  Score: Raw -1677002.404724 + Penalty 3101.434798 = -1673900.969926
  nChanged 51
		SP:Iteration 14Q (88062.210000 sec): 3 clusters
  Score: Raw -1677052.245829 + Penalty 3101.434798 = -1673950.811032
  nChanged 19
		SP:Iteration 15Q (88062.390000 sec): 3 clusters
  Score: Raw -1677069.400689 + Penalty 3101.434798 = -1673967.965891
  nChanged 13
		SP:Iteration 16Q (88062.650000 sec): 3 clusters
  Score: Raw -1677083.281404 + Penalty 3101.434798 = -1673981.846607
  nChanged 9
		SP:Iteration 17Q (88062.860000 sec): 3 clusters
  Score: Raw -1677092.969023 + Penalty 3101.434798 = -1673991.534226
  nChanged 8
		SP:Iteration 18Q (88063.060000 sec): 3 clusters
  Score: Raw -1677098.632957 + Penalty 3101.434798 = -1673997.198159
  nChanged 7
		SP:Iteration 19Q (88063.290000 sec): 3 clusters
  Score: Raw -1677105.179584 + Penalty 3101.434798 = -1674003.744786
  nChanged 4
		SP:Iteration 20F (88063.550000 sec): 3 clusters
  Score: Raw -1677109.582561 + Penalty 3101.434798 = -1674008.147764
  nChanged 5
		SP:Iteration 21Q (88063.760000 sec): 3 clusters
  Score: Raw -1677113.082879 + Penalty 3101.434798 = -1674011.648081
  nChanged 1
		SP:Iteration 22Q (88063.990000 sec): 3 clusters
  Score: Raw -1677113.579525 + Penalty 3101.434798 = -1674012.144728
  nChanged 1
		SP:Iteration 23Q (88064.240000 sec): 3 clusters
  Score: Raw -1677114.201035 + Penalty 3101.434798 = -1674012.766238
  nChanged 2
		SP:Iteration 24Q (88064.450000 sec): 3 clusters
  Score: Raw -1677115.714690 + Penalty 3101.434798 = -1674014.279893
  nChanged 1
		SP:Iteration 25Q (88064.710000 sec): 3 clusters
  Score: Raw -1677115.865884 + Penalty 3101.434798 = -1674014.431087
  nChanged 0
		SP:Iteration 26F (88064.920000 sec): 3 clusters
  Score: Raw -1677115.865884 + Penalty 3101.434798 = -1674014.431087
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88065.140000 sec): 2 clusters
  Score: Raw -3622095.186159 + Penalty 1673.604453 = -3620421.581706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88065.450000 sec): 3 clusters
  Score: Raw -3603758.313577 + Penalty 3347.208905 = -3600411.104671
  nChanged 13604
		SP:Iteration 1F (88065.790000 sec): 3 clusters
  Score: Raw -3611363.836018 + Penalty 3347.208905 = -3608016.627113
  nChanged 1350
		SP:Iteration 2Q (88066.020000 sec): 3 clusters
  Score: Raw -3611820.245317 + Penalty 3347.208905 = -3608473.036412
  nChanged 1340
		SP:Iteration 3Q (88066.350000 sec): 3 clusters
  Score: Raw -3612306.578143 + Penalty 3347.208905 = -3608959.369238
  nChanged 1401
		SP:Iteration 4Q (88066.680000 sec): 3 clusters
  Score: Raw -3612921.772672 + Penalty 3347.208905 = -3609574.563766
  nChanged 1552
		SP:Iteration 5F (88066.940000 sec): 3 clusters
  Score: Raw -3613692.209553 + Penalty 3347.208905 = -3610345.000647
  nChanged 1633
		SP:Iteration 6F (88067.310000 sec): 3 clusters
  Score: Raw -3614689.782376 + Penalty 3347.208905 = -3611342.573470
  nChanged 1762
		SP:Iteration 7F (88067.650000 sec): 3 clusters
  Score: Raw -3615933.407289 + Penalty 3347.208905 = -3612586.198384
  nChanged 1632
		SP:Iteration 8F (88068.010000 sec): 3 clusters
  Score: Raw -3617148.410874 + Penalty 3347.208905 = -3613801.201968
  nChanged 1378
		SP:Iteration 9Q (88068.320000 sec): 3 clusters
  Score: Raw -3618181.605203 + Penalty 3347.208905 = -3614834.396297
  nChanged 1062
		SP:Iteration 10Q (88068.690000 sec): 3 clusters
  Score: Raw -3618882.650907 + Penalty 3347.208905 = -3615535.442002
  nChanged 817
		SP:Iteration 11Q (88068.990000 sec): 3 clusters
  Score: Raw -3619347.696471 + Penalty 3347.208905 = -3616000.487566
  nChanged 652
		SP:Iteration 12Q (88069.340000 sec): 3 clusters
  Score: Raw -3619698.047378 + Penalty 3347.208905 = -3616350.838473
  nChanged 562
		SP:Iteration 13Q (88069.630000 sec): 3 clusters
  Score: Raw -3619995.898139 + Penalty 3347.208905 = -3616648.689233
  nChanged 465
		SP:Iteration 14Q (88069.980000 sec): 3 clusters
  Score: Raw -3620230.490910 + Penalty 3347.208905 = -3616883.282005
  nChanged 461
		SP:Iteration 15Q (88070.240000 sec): 3 clusters
  Score: Raw -3620473.600015 + Penalty 3347.208905 = -3617126.391110
  nChanged 420
		SP:Iteration 16Q (88070.510000 sec): 3 clusters
  Score: Raw -3620710.924109 + Penalty 3347.208905 = -3617363.715204
  nChanged 413
		SP:Iteration 17Q (88070.860000 sec): 3 clusters
  Score: Raw -3620950.833402 + Penalty 3347.208905 = -3617603.624497
  nChanged 367
		SP:Iteration 18Q (88071.190000 sec): 3 clusters
  Score: Raw -3621168.111504 + Penalty 3347.208905 = -3617820.902598
  nChanged 328
		SP:Iteration 19Q (88071.510000 sec): 3 clusters
  Score: Raw -3621368.007525 + Penalty 3347.208905 = -3618020.798620
  nChanged 269
		SP:Iteration 20F (88071.830000 sec): 3 clusters
  Score: Raw -3621525.419353 + Penalty 3347.208905 = -3618178.210448
  nChanged 226
		SP:Iteration 21Q (88072.140000 sec): 3 clusters
  Score: Raw -3621653.994085 + Penalty 3347.208905 = -3618306.785180
  nChanged 186
		SP:Iteration 22Q (88072.470000 sec): 3 clusters
  Score: Raw -3621768.165671 + Penalty 3347.208905 = -3618420.956766
  nChanged 160
		SP:Iteration 23Q (88072.750000 sec): 3 clusters
  Score: Raw -3621877.542515 + Penalty 3347.208905 = -3618530.333610
  nChanged 139
		SP:Iteration 24Q (88073.010000 sec): 3 clusters
  Score: Raw -3621979.625184 + Penalty 3347.208905 = -3618632.416279
  nChanged 100
		SP:Iteration 25Q (88073.260000 sec): 3 clusters
  Score: Raw -3622059.272073 + Penalty 3347.208905 = -3618712.063168
  nChanged 79
		SP:Iteration 26Q (88073.630000 sec): 3 clusters
  Score: Raw -3622119.363923 + Penalty 3347.208905 = -3618772.155017
  nChanged 63
		SP:Iteration 27Q (88073.930000 sec): 3 clusters
  Score: Raw -3622170.239507 + Penalty 3347.208905 = -3618823.030601
  nChanged 51
		SP:Iteration 28Q (88074.250000 sec): 3 clusters
  Score: Raw -3622207.144617 + Penalty 3347.208905 = -3618859.935712
  nChanged 35
		SP:Iteration 29Q (88074.580000 sec): 3 clusters
  Score: Raw -3622236.572437 + Penalty 3347.208905 = -3618889.363531
  nChanged 26
		SP:Iteration 30Q (88074.930000 sec): 3 clusters
  Score: Raw -3622260.540867 + Penalty 3347.208905 = -3618913.331961
  nChanged 22
		SP:Iteration 31Q (88075.210000 sec): 3 clusters
  Score: Raw -3622279.286087 + Penalty 3347.208905 = -3618932.077181
  nChanged 16
		SP:Iteration 32Q (88075.520000 sec): 3 clusters
  Score: Raw -3622288.319532 + Penalty 3347.208905 = -3618941.110627
  nChanged 12
		SP:Iteration 33Q (88075.840000 sec): 3 clusters
  Score: Raw -3622295.918650 + Penalty 3347.208905 = -3618948.709745
  nChanged 8
		SP:Iteration 34Q (88076.230000 sec): 3 clusters
  Score: Raw -3622303.114584 + Penalty 3347.208905 = -3618955.905679
  nChanged 15
		SP:Iteration 35Q (88076.460000 sec): 3 clusters
  Score: Raw -3622316.574267 + Penalty 3347.208905 = -3618969.365362
  nChanged 12
		SP:Iteration 36Q (88076.810000 sec): 3 clusters
  Score: Raw -3622327.381846 + Penalty 3347.208905 = -3618980.172941
  nChanged 11
		SP:Iteration 37Q (88077.050000 sec): 3 clusters
  Score: Raw -3622335.118179 + Penalty 3347.208905 = -3618987.909274
  nChanged 9
		SP:Iteration 38Q (88077.460000 sec): 3 clusters
  Score: Raw -3622341.185215 + Penalty 3347.208905 = -3618993.976310
  nChanged 5
		SP:Iteration 39Q (88077.680000 sec): 3 clusters
  Score: Raw -3622346.161799 + Penalty 3347.208905 = -3618998.952893
  nChanged 11
		SP:Iteration 40F (88078.060000 sec): 3 clusters
  Score: Raw -3622355.442447 + Penalty 3347.208905 = -3619008.233541
  nChanged 6
		SP:Iteration 41Q (88078.310000 sec): 3 clusters
  Score: Raw -3622362.421533 + Penalty 3347.208905 = -3619015.212627
  nChanged 5
		SP:Iteration 42Q (88078.630000 sec): 3 clusters
  Score: Raw -3622366.376951 + Penalty 3347.208905 = -3619019.168045
  nChanged 3
		SP:Iteration 43Q (88078.910000 sec): 3 clusters
  Score: Raw -3622368.405642 + Penalty 3347.208905 = -3619021.196736
  nChanged 1
		SP:Iteration 44Q (88079.220000 sec): 3 clusters
  Score: Raw -3622368.641605 + Penalty 3347.208905 = -3619021.432699
  nChanged 0
		SP:Iteration 45F (88079.540000 sec): 3 clusters
  Score: Raw -3622368.641605 + Penalty 3347.208905 = -3619021.432699
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88079.640000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88079.840000 sec): 3 clusters
  Score: Raw -12813.974335 + Penalty 1598.993801 = -11214.980534
  nChanged 16
		SP:Iteration 1F (88079.970000 sec): 3 clusters
  Score: Raw -12885.570804 + Penalty 1598.993801 = -11286.577003
  nChanged 4
		SP:Iteration 2Q (88080.120000 sec): 3 clusters
  Score: Raw -12905.707932 + Penalty 1598.993801 = -11306.714131
  nChanged 1
		SP:Iteration 3Q (88080.270000 sec): 3 clusters
  Score: Raw -12911.240958 + Penalty 1598.993801 = -11312.247157
  nChanged 2
		SP:Iteration 4Q (88080.420000 sec): 3 clusters
  Score: Raw -12945.966879 + Penalty 1598.993801 = -11346.973078
  nChanged 1
		SP:Iteration 5Q (88080.630000 sec): 3 clusters
  Score: Raw -12952.839686 + Penalty 1598.993801 = -11353.845885
  nChanged 0
		SP:Iteration 6F (88080.820000 sec): 3 clusters
  Score: Raw -12952.839686 + Penalty 1598.993801 = -11353.845885
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88080.890000 sec): 2 clusters
  Score: Raw -691104.071451 + Penalty 1404.822016 = -689699.249435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88081.050000 sec): 3 clusters
  Score: Raw -688098.888097 + Penalty 2809.644033 = -685289.244064
  nChanged 2309
		SP:Iteration 1F (88081.210000 sec): 3 clusters
  Score: Raw -689383.219794 + Penalty 2809.644033 = -686573.575762
  nChanged 467
		SP:Iteration 2F (88081.360000 sec): 3 clusters
  Score: Raw -689705.498178 + Penalty 2809.644033 = -686895.854145
  nChanged 431
		SP:Iteration 3F (88081.510000 sec): 3 clusters
  Score: Raw -690035.208168 + Penalty 2809.644033 = -687225.564135
  nChanged 421
		SP:Iteration 4F (88081.720000 sec): 3 clusters
  Score: Raw -690390.294364 + Penalty 2809.644033 = -687580.650331
  nChanged 383
		SP:Iteration 5F (88081.900000 sec): 3 clusters
  Score: Raw -690684.429407 + Penalty 2809.644033 = -687874.785374
  nChanged 302
		SP:Iteration 6F (88082.080000 sec): 3 clusters
  Score: Raw -690877.073536 + Penalty 2809.644033 = -688067.429503
  nChanged 211
		SP:Iteration 7Q (88082.310000 sec): 3 clusters
  Score: Raw -691002.378398 + Penalty 2809.644033 = -688192.734365
  nChanged 162
		SP:Iteration 8Q (88082.460000 sec): 3 clusters
  Score: Raw -691088.902481 + Penalty 2809.644033 = -688279.258448
  nChanged 118
		SP:Iteration 9Q (88082.650000 sec): 3 clusters
  Score: Raw -691147.346742 + Penalty 2809.644033 = -688337.702709
  nChanged 92
		SP:Iteration 10Q (88082.850000 sec): 3 clusters
  Score: Raw -691189.810872 + Penalty 2809.644033 = -688380.166839
  nChanged 70
		SP:Iteration 11Q (88083.100000 sec): 3 clusters
  Score: Raw -691218.676451 + Penalty 2809.644033 = -688409.032418
  nChanged 57
		SP:Iteration 12Q (88083.320000 sec): 3 clusters
  Score: Raw -691241.024615 + Penalty 2809.644033 = -688431.380583
  nChanged 41
		SP:Iteration 13Q (88083.490000 sec): 3 clusters
  Score: Raw -691255.991220 + Penalty 2809.644033 = -688446.347188
  nChanged 27
		SP:Iteration 14Q (88083.680000 sec): 3 clusters
  Score: Raw -691264.553201 + Penalty 2809.644033 = -688454.909168
  nChanged 19
		SP:Iteration 15Q (88083.880000 sec): 3 clusters
  Score: Raw -691272.634308 + Penalty 2809.644033 = -688462.990276
  nChanged 26
		SP:Iteration 16Q (88084.030000 sec): 3 clusters
  Score: Raw -691282.041975 + Penalty 2809.644033 = -688472.397942
  nChanged 23
		SP:Iteration 17Q (88084.200000 sec): 3 clusters
  Score: Raw -691290.386423 + Penalty 2809.644033 = -688480.742390
  nChanged 19
		SP:Iteration 18Q (88084.360000 sec): 3 clusters
  Score: Raw -691297.432054 + Penalty 2809.644033 = -688487.788021
  nChanged 15
		SP:Iteration 19Q (88084.510000 sec): 3 clusters
  Score: Raw -691304.410942 + Penalty 2809.644033 = -688494.766910
  nChanged 17
		SP:Iteration 20F (88084.760000 sec): 3 clusters
  Score: Raw -691311.231740 + Penalty 2809.644033 = -688501.587708
  nChanged 14
		SP:Iteration 21Q (88084.900000 sec): 3 clusters
  Score: Raw -691316.665281 + Penalty 2809.644033 = -688507.021249
  nChanged 12
		SP:Iteration 22Q (88085.060000 sec): 3 clusters
  Score: Raw -691320.190804 + Penalty 2809.644033 = -688510.546771
  nChanged 9
		SP:Iteration 23Q (88085.210000 sec): 3 clusters
  Score: Raw -691323.787940 + Penalty 2809.644033 = -688514.143908
  nChanged 12
		SP:Iteration 24Q (88085.370000 sec): 3 clusters
  Score: Raw -691327.730378 + Penalty 2809.644033 = -688518.086345
  nChanged 9
		SP:Iteration 25Q (88085.520000 sec): 3 clusters
  Score: Raw -691331.607056 + Penalty 2809.644033 = -688521.963023
  nChanged 11
		SP:Iteration 26Q (88085.780000 sec): 3 clusters
  Score: Raw -691335.449074 + Penalty 2809.644033 = -688525.805041
  nChanged 14
		SP:Iteration 27Q (88085.960000 sec): 3 clusters
  Score: Raw -691340.749500 + Penalty 2809.644033 = -688531.105467
  nChanged 16
		SP:Iteration 28Q (88086.080000 sec): 3 clusters
  Score: Raw -691347.144228 + Penalty 2809.644033 = -688537.500195
  nChanged 8
		SP:Iteration 29Q (88086.220000 sec): 3 clusters
  Score: Raw -691349.497327 + Penalty 2809.644033 = -688539.853294
  nChanged 9
		SP:Iteration 30Q (88086.360000 sec): 3 clusters
  Score: Raw -691353.136147 + Penalty 2809.644033 = -688543.492114
  nChanged 5
		SP:Iteration 31Q (88086.520000 sec): 3 clusters
  Score: Raw -691355.553192 + Penalty 2809.644033 = -688545.909160
  nChanged 12
		SP:Iteration 32Q (88086.770000 sec): 3 clusters
  Score: Raw -691359.569299 + Penalty 2809.644033 = -688549.925266
  nChanged 10
		SP:Iteration 33Q (88086.900000 sec): 3 clusters
  Score: Raw -691363.801087 + Penalty 2809.644033 = -688554.157055
  nChanged 11
		SP:Iteration 34Q (88087.040000 sec): 3 clusters
  Score: Raw -691368.492061 + Penalty 2809.644033 = -688558.848028
  nChanged 13
		SP:Iteration 35Q (88087.200000 sec): 3 clusters
  Score: Raw -691372.951165 + Penalty 2809.644033 = -688563.307132
  nChanged 16
		SP:Iteration 36Q (88087.350000 sec): 3 clusters
  Score: Raw -691380.100780 + Penalty 2809.644033 = -688570.456747
  nChanged 22
		SP:Iteration 37Q (88087.590000 sec): 3 clusters
  Score: Raw -691388.330672 + Penalty 2809.644033 = -688578.686639
  nChanged 20
		SP:Iteration 38Q (88087.750000 sec): 3 clusters
  Score: Raw -691399.722361 + Penalty 2809.644033 = -688590.078328
  nChanged 23
		SP:Iteration 39Q (88087.960000 sec): 3 clusters
  Score: Raw -691413.756416 + Penalty 2809.644033 = -688604.112383
  nChanged 20
		SP:Iteration 40F (88088.180000 sec): 3 clusters
  Score: Raw -691426.014254 + Penalty 2809.644033 = -688616.370221
  nChanged 20
		SP:Iteration 41Q (88088.400000 sec): 3 clusters
  Score: Raw -691440.176020 + Penalty 2809.644033 = -688630.531987
  nChanged 21
		SP:Iteration 42Q (88088.550000 sec): 3 clusters
  Score: Raw -691465.493690 + Penalty 2809.644033 = -688655.849657
  nChanged 29
		SP:Iteration 43Q (88088.750000 sec): 3 clusters
  Score: Raw -691483.110677 + Penalty 2809.644033 = -688673.466644
  nChanged 22
		SP:Iteration 44Q (88088.940000 sec): 3 clusters
  Score: Raw -691497.070717 + Penalty 2809.644033 = -688687.426684
  nChanged 19
		SP:Iteration 45Q (88089.160000 sec): 3 clusters
  Score: Raw -691509.087043 + Penalty 2809.644033 = -688699.443010
  nChanged 24
		SP:Iteration 46Q (88089.380000 sec): 3 clusters
  Score: Raw -691528.308146 + Penalty 2809.644033 = -688718.664113
  nChanged 21
		SP:Iteration 47Q (88089.510000 sec): 3 clusters
  Score: Raw -691545.660874 + Penalty 2809.644033 = -688736.016841
  nChanged 24
		SP:Iteration 48Q (88089.730000 sec): 3 clusters
  Score: Raw -691560.192489 + Penalty 2809.644033 = -688750.548457
  nChanged 22
		SP:Iteration 49Q (88089.870000 sec): 3 clusters
  Score: Raw -691572.810449 + Penalty 2809.644033 = -688763.166416
  nChanged 22
		SP:Iteration 50Q (88090.060000 sec): 3 clusters
  Score: Raw -691595.201204 + Penalty 2809.644033 = -688785.557171
  nChanged 28
		SP:Iteration 51Q (88090.240000 sec): 3 clusters
  Score: Raw -691622.027717 + Penalty 2809.644033 = -688812.383684
  nChanged 29
		SP:Iteration 52Q (88090.390000 sec): 3 clusters
  Score: Raw -691642.964887 + Penalty 2809.644033 = -688833.320854
  nChanged 31
		SP:Iteration 53Q (88090.640000 sec): 3 clusters
  Score: Raw -691664.326933 + Penalty 2809.644033 = -688854.682900
  nChanged 24
		SP:Iteration 54Q (88090.790000 sec): 3 clusters
  Score: Raw -691683.365742 + Penalty 2809.644033 = -688873.721709
  nChanged 22
		SP:Iteration 55Q (88091.010000 sec): 3 clusters
  Score: Raw -691699.731236 + Penalty 2809.644033 = -688890.087203
  nChanged 16
		SP:Iteration 56Q (88091.180000 sec): 3 clusters
  Score: Raw -691707.725321 + Penalty 2809.644033 = -688898.081288
  nChanged 11
		SP:Iteration 57Q (88091.340000 sec): 3 clusters
  Score: Raw -691714.809245 + Penalty 2809.644033 = -688905.165212
  nChanged 9
		SP:Iteration 58Q (88091.530000 sec): 3 clusters
  Score: Raw -691719.365056 + Penalty 2809.644033 = -688909.721024
  nChanged 4
		SP:Iteration 59Q (88091.780000 sec): 3 clusters
  Score: Raw -691720.635382 + Penalty 2809.644033 = -688910.991349
  nChanged 4
		SP:Iteration 60F (88091.920000 sec): 3 clusters
  Score: Raw -691721.393156 + Penalty 2809.644033 = -688911.749123
  nChanged 3
		SP:Iteration 61Q (88092.080000 sec): 3 clusters
  Score: Raw -691722.300866 + Penalty 2809.644033 = -688912.656833
  nChanged 3
		SP:Iteration 62Q (88092.280000 sec): 3 clusters
  Score: Raw -691723.264759 + Penalty 2809.644033 = -688913.620727
  nChanged 3
		SP:Iteration 63Q (88092.440000 sec): 3 clusters
  Score: Raw -691724.110521 + Penalty 2809.644033 = -688914.466488
  nChanged 1
		SP:Iteration 64Q (88092.620000 sec): 3 clusters
  Score: Raw -691725.163559 + Penalty 2809.644033 = -688915.519526
  nChanged 1
		SP:Iteration 65Q (88092.800000 sec): 3 clusters
  Score: Raw -691725.880575 + Penalty 2809.644033 = -688916.236542
  nChanged 2
		SP:Iteration 66Q (88092.980000 sec): 3 clusters
  Score: Raw -691726.936475 + Penalty 2809.644033 = -688917.292442
  nChanged 2
		SP:Iteration 67Q (88093.150000 sec): 3 clusters
  Score: Raw -691727.560806 + Penalty 2809.644033 = -688917.916773
  nChanged 0
		SP:Iteration 68F (88093.330000 sec): 3 clusters
  Score: Raw -691727.560806 + Penalty 2809.644033 = -688917.916773
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (3777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88093.430000 sec): 2 clusters
  Score: Raw -422733.359263 + Penalty 1338.461365 = -421394.897898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88093.580000 sec): 3 clusters
  Score: Raw -420925.952732 + Penalty 2676.922730 = -418249.030002
  nChanged 1500
		SP:Iteration 1F (88093.790000 sec): 3 clusters
  Score: Raw -421813.138754 + Penalty 2676.922730 = -419136.216024
  nChanged 343
		SP:Iteration 2F (88093.930000 sec): 3 clusters
  Score: Raw -422139.933769 + Penalty 2676.922730 = -419463.011039
  nChanged 307
		SP:Iteration 3F (88094.030000 sec): 3 clusters
  Score: Raw -422483.835445 + Penalty 2676.922730 = -419806.912715
  nChanged 306
		SP:Iteration 4F (88094.150000 sec): 3 clusters
  Score: Raw -422781.219263 + Penalty 2676.922730 = -420104.296533
  nChanged 245
		SP:Iteration 5F (88094.250000 sec): 3 clusters
  Score: Raw -423004.232946 + Penalty 2676.922730 = -420327.310217
  nChanged 181
		SP:Iteration 6Q (88094.400000 sec): 3 clusters
  Score: Raw -423132.623353 + Penalty 2676.922730 = -420455.700623
  nChanged 97
		SP:Iteration 7Q (88094.610000 sec): 3 clusters
  Score: Raw -423191.298339 + Penalty 2676.922730 = -420514.375610
  nChanged 73
		SP:Iteration 8Q (88094.740000 sec): 3 clusters
  Score: Raw -423239.251929 + Penalty 2676.922730 = -420562.329199
  nChanged 57
		SP:Iteration 9Q (88094.860000 sec): 3 clusters
  Score: Raw -423267.613869 + Penalty 2676.922730 = -420590.691140
  nChanged 33
		SP:Iteration 10Q (88095.020000 sec): 3 clusters
  Score: Raw -423280.502802 + Penalty 2676.922730 = -420603.580072
  nChanged 20
		SP:Iteration 11Q (88095.210000 sec): 3 clusters
  Score: Raw -423288.587639 + Penalty 2676.922730 = -420611.664909
  nChanged 13
		SP:Iteration 12Q (88095.380000 sec): 3 clusters
  Score: Raw -423295.571296 + Penalty 2676.922730 = -420618.648566
  nChanged 17
		SP:Iteration 13Q (88095.530000 sec): 3 clusters
  Score: Raw -423305.273597 + Penalty 2676.922730 = -420628.350867
  nChanged 17
		SP:Iteration 14Q (88095.680000 sec): 3 clusters
  Score: Raw -423316.310673 + Penalty 2676.922730 = -420639.387943
  nChanged 17
		SP:Iteration 15Q (88095.820000 sec): 3 clusters
  Score: Raw -423324.934953 + Penalty 2676.922730 = -420648.012224
  nChanged 12
		SP:Iteration 16Q (88096.000000 sec): 3 clusters
  Score: Raw -423331.550096 + Penalty 2676.922730 = -420654.627366
  nChanged 15
		SP:Iteration 17Q (88096.150000 sec): 3 clusters
  Score: Raw -423338.233976 + Penalty 2676.922730 = -420661.311246
  nChanged 14
		SP:Iteration 18Q (88096.280000 sec): 3 clusters
  Score: Raw -423345.668449 + Penalty 2676.922730 = -420668.745719
  nChanged 17
		SP:Iteration 19Q (88096.500000 sec): 3 clusters
  Score: Raw -423353.453318 + Penalty 2676.922730 = -420676.530588
  nChanged 16
		SP:Iteration 20F (88096.690000 sec): 3 clusters
  Score: Raw -423360.332190 + Penalty 2676.922730 = -420683.409460
  nChanged 12
		SP:Iteration 21Q (88096.890000 sec): 3 clusters
  Score: Raw -423366.470167 + Penalty 2676.922730 = -420689.547437
  nChanged 14
		SP:Iteration 22Q (88097.020000 sec): 3 clusters
  Score: Raw -423373.616743 + Penalty 2676.922730 = -420696.694013
  nChanged 6
		SP:Iteration 23Q (88097.160000 sec): 3 clusters
  Score: Raw -423377.038511 + Penalty 2676.922730 = -420700.115781
  nChanged 8
		SP:Iteration 24Q (88097.360000 sec): 3 clusters
  Score: Raw -423380.927939 + Penalty 2676.922730 = -420704.005209
  nChanged 10
		SP:Iteration 25Q (88097.550000 sec): 3 clusters
  Score: Raw -423387.824172 + Penalty 2676.922730 = -420710.901442
  nChanged 7
		SP:Iteration 26Q (88097.710000 sec): 3 clusters
  Score: Raw -423391.405533 + Penalty 2676.922730 = -420714.482803
  nChanged 11
		SP:Iteration 27Q (88097.850000 sec): 3 clusters
  Score: Raw -423395.051459 + Penalty 2676.922730 = -420718.128729
  nChanged 6
		SP:Iteration 28Q (88097.950000 sec): 3 clusters
  Score: Raw -423399.098442 + Penalty 2676.922730 = -420722.175712
  nChanged 6
		SP:Iteration 29Q (88098.140000 sec): 3 clusters
  Score: Raw -423401.454006 + Penalty 2676.922730 = -420724.531276
  nChanged 5
		SP:Iteration 30Q (88098.270000 sec): 3 clusters
  Score: Raw -423403.130809 + Penalty 2676.922730 = -420726.208079
  nChanged 4
		SP:Iteration 31Q (88098.490000 sec): 3 clusters
  Score: Raw -423404.498285 + Penalty 2676.922730 = -420727.575555
  nChanged 5
		SP:Iteration 32Q (88098.640000 sec): 3 clusters
  Score: Raw -423405.809209 + Penalty 2676.922730 = -420728.886479
  nChanged 4
		SP:Iteration 33Q (88098.770000 sec): 3 clusters
  Score: Raw -423406.672094 + Penalty 2676.922730 = -420729.749364
  nChanged 2
		SP:Iteration 34Q (88098.990000 sec): 3 clusters
  Score: Raw -423407.409283 + Penalty 2676.922730 = -420730.486553
  nChanged 4
		SP:Iteration 35Q (88099.140000 sec): 3 clusters
  Score: Raw -423408.813299 + Penalty 2676.922730 = -420731.890569
  nChanged 2
		SP:Iteration 36Q (88099.260000 sec): 3 clusters
  Score: Raw -423409.640568 + Penalty 2676.922730 = -420732.717838
  nChanged 2
		SP:Iteration 37Q (88099.430000 sec): 3 clusters
  Score: Raw -423410.210531 + Penalty 2676.922730 = -420733.287801
  nChanged 3
		SP:Iteration 38Q (88099.580000 sec): 3 clusters
  Score: Raw -423410.804745 + Penalty 2676.922730 = -420733.882016
  nChanged 3
		SP:Iteration 39Q (88099.800000 sec): 3 clusters
  Score: Raw -423412.963982 + Penalty 2676.922730 = -420736.041252
  nChanged 3
		SP:Iteration 40F (88099.980000 sec): 3 clusters
  Score: Raw -423414.259535 + Penalty 2676.922730 = -420737.336805
  nChanged 4
		SP:Iteration 41Q (88100.120000 sec): 3 clusters
  Score: Raw -423415.806564 + Penalty 2676.922730 = -420738.883834
  nChanged 1
		SP:Iteration 42Q (88100.300000 sec): 3 clusters
  Score: Raw -423416.481588 + Penalty 2676.922730 = -420739.558858
  nChanged 3
		SP:Iteration 43Q (88100.490000 sec): 3 clusters
  Score: Raw -423417.567834 + Penalty 2676.922730 = -420740.645104
  nChanged 2
		SP:Iteration 44Q (88100.650000 sec): 3 clusters
  Score: Raw -423417.990666 + Penalty 2676.922730 = -420741.067936
  nChanged 2
		SP:Iteration 45Q (88100.810000 sec): 3 clusters
  Score: Raw -423419.020595 + Penalty 2676.922730 = -420742.097865
  nChanged 4
		SP:Iteration 46Q (88100.970000 sec): 3 clusters
  Score: Raw -423420.168380 + Penalty 2676.922730 = -420743.245650
  nChanged 3
		SP:Iteration 47Q (88101.160000 sec): 3 clusters
  Score: Raw -423421.847381 + Penalty 2676.922730 = -420744.924651
  nChanged 4
		SP:Iteration 48Q (88101.290000 sec): 3 clusters
  Score: Raw -423423.815568 + Penalty 2676.922730 = -420746.892838
  nChanged 6
		SP:Iteration 49Q (88101.490000 sec): 3 clusters
  Score: Raw -423425.452353 + Penalty 2676.922730 = -420748.529623
  nChanged 4
		SP:Iteration 50Q (88101.680000 sec): 3 clusters
  Score: Raw -423426.362482 + Penalty 2676.922730 = -420749.439752
  nChanged 2
		SP:Iteration 51Q (88101.830000 sec): 3 clusters
  Score: Raw -423427.336129 + Penalty 2676.922730 = -420750.413399
  nChanged 2
		SP:Iteration 52Q (88102.000000 sec): 3 clusters
  Score: Raw -423428.032821 + Penalty 2676.922730 = -420751.110091
  nChanged 1
		SP:Iteration 53Q (88102.190000 sec): 3 clusters
  Score: Raw -423428.408922 + Penalty 2676.922730 = -420751.486192
  nChanged 1
		SP:Iteration 54Q (88102.360000 sec): 3 clusters
  Score: Raw -423428.930162 + Penalty 2676.922730 = -420752.007433
  nChanged 2
		SP:Iteration 55Q (88102.550000 sec): 3 clusters
  Score: Raw -423430.189582 + Penalty 2676.922730 = -420753.266852
  nChanged 4
		SP:Iteration 56Q (88102.730000 sec): 3 clusters
  Score: Raw -423431.826212 + Penalty 2676.922730 = -420754.903482
  nChanged 5
		SP:Iteration 57Q (88102.910000 sec): 3 clusters
  Score: Raw -423433.973722 + Penalty 2676.922730 = -420757.050992
  nChanged 3
		SP:Iteration 58Q (88103.110000 sec): 3 clusters
  Score: Raw -423436.569934 + Penalty 2676.922730 = -420759.647204
  nChanged 10
		SP:Iteration 59Q (88103.300000 sec): 3 clusters
  Score: Raw -423441.577223 + Penalty 2676.922730 = -420764.654493
  nChanged 10
		SP:Iteration 60F (88103.480000 sec): 3 clusters
  Score: Raw -423445.956758 + Penalty 2676.922730 = -420769.034028
  nChanged 7
		SP:Iteration 61Q (88103.690000 sec): 3 clusters
  Score: Raw -423447.483542 + Penalty 2676.922730 = -420770.560812
  nChanged 4
		SP:Iteration 62Q (88103.830000 sec): 3 clusters
  Score: Raw -423449.379411 + Penalty 2676.922730 = -420772.456681
  nChanged 3
		SP:Iteration 63Q (88103.990000 sec): 3 clusters
  Score: Raw -423451.085672 + Penalty 2676.922730 = -420774.162942
  nChanged 5
		SP:Iteration 64Q (88104.130000 sec): 3 clusters
  Score: Raw -423452.058455 + Penalty 2676.922730 = -420775.135725
  nChanged 1
		SP:Iteration 65Q (88104.330000 sec): 3 clusters
  Score: Raw -423452.267437 + Penalty 2676.922730 = -420775.344707
  nChanged 2
		SP:Iteration 66Q (88104.510000 sec): 3 clusters
  Score: Raw -423452.661043 + Penalty 2676.922730 = -420775.738313
  nChanged 0
		SP:Iteration 67F (88104.690000 sec): 3 clusters
  Score: Raw -423452.661043 + Penalty 2676.922730 = -420775.738313
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88104.810000 sec): 2 clusters
  Score: Raw -81459.600555 + Penalty 1086.046154 = -80373.554402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88104.950000 sec): 3 clusters
  Score: Raw -81262.370636 + Penalty 2172.092307 = -79090.278329
  nChanged 224
		SP:Iteration 1F (88105.150000 sec): 3 clusters
  Score: Raw -81536.827039 + Penalty 2172.092307 = -79364.734732
  nChanged 84
		SP:Iteration 2F (88105.350000 sec): 3 clusters
  Score: Raw -81676.012702 + Penalty 2172.092307 = -79503.920395
  nChanged 50
		SP:Iteration 3F (88105.470000 sec): 3 clusters
  Score: Raw -81751.839835 + Penalty 2172.092307 = -79579.747527
  nChanged 21
		SP:Iteration 4Q (88105.640000 sec): 3 clusters
  Score: Raw -81781.646087 + Penalty 2172.092307 = -79609.553780
  nChanged 17
		SP:Iteration 5Q (88105.750000 sec): 3 clusters
  Score: Raw -81817.818824 + Penalty 2172.092307 = -79645.726516
  nChanged 19
		SP:Iteration 6Q (88105.900000 sec): 3 clusters
  Score: Raw -81848.650075 + Penalty 2172.092307 = -79676.557767
  nChanged 15
		SP:Iteration 7Q (88106.080000 sec): 3 clusters
  Score: Raw -81875.573321 + Penalty 2172.092307 = -79703.481014
  nChanged 19
		SP:Iteration 8Q (88106.210000 sec): 3 clusters
  Score: Raw -81895.894109 + Penalty 2172.092307 = -79723.801801
  nChanged 7
		SP:Iteration 9Q (88106.370000 sec): 3 clusters
  Score: Raw -81915.799598 + Penalty 2172.092307 = -79743.707290
  nChanged 10
		SP:Iteration 10Q (88106.550000 sec): 3 clusters
  Score: Raw -81928.830706 + Penalty 2172.092307 = -79756.738399
  nChanged 8
		SP:Iteration 11Q (88106.690000 sec): 3 clusters
  Score: Raw -81940.385513 + Penalty 2172.092307 = -79768.293205
  nChanged 8
		SP:Iteration 12Q (88106.880000 sec): 3 clusters
  Score: Raw -81953.446245 + Penalty 2172.092307 = -79781.353937
  nChanged 6
		SP:Iteration 13Q (88107.050000 sec): 3 clusters
  Score: Raw -81965.225018 + Penalty 2172.092307 = -79793.132711
  nChanged 6
		SP:Iteration 14Q (88107.200000 sec): 3 clusters
  Score: Raw -81983.852151 + Penalty 2172.092307 = -79811.759844
  nChanged 10
		SP:Iteration 15Q (88107.390000 sec): 3 clusters
  Score: Raw -81997.819210 + Penalty 2172.092307 = -79825.726903
  nChanged 6
		SP:Iteration 16Q (88107.520000 sec): 3 clusters
  Score: Raw -82005.118862 + Penalty 2172.092307 = -79833.026554
  nChanged 6
		SP:Iteration 17Q (88107.710000 sec): 3 clusters
  Score: Raw -82009.531816 + Penalty 2172.092307 = -79837.439509
  nChanged 3
		SP:Iteration 18Q (88107.870000 sec): 3 clusters
  Score: Raw -82014.043738 + Penalty 2172.092307 = -79841.951430
  nChanged 2
		SP:Iteration 19Q (88108.050000 sec): 3 clusters
  Score: Raw -82016.336262 + Penalty 2172.092307 = -79844.243955
  nChanged 0
		SP:Iteration 20F (88108.170000 sec): 3 clusters
  Score: Raw -82016.336262 + Penalty 2172.092307 = -79844.243955
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88108.290000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88108.460000 sec): 3 clusters
  Score: Raw -60664.102162 + Penalty 2024.266076 = -58639.836086
  nChanged 95
		SP:Iteration 1F (88108.660000 sec): 3 clusters
  Score: Raw -60798.710943 + Penalty 2024.266076 = -58774.444867
  nChanged 28
		SP:Iteration 2F (88108.810000 sec): 3 clusters
  Score: Raw -60855.819462 + Penalty 2024.266076 = -58831.553386
  nChanged 9
		SP:Iteration 3Q (88108.980000 sec): 3 clusters
  Score: Raw -60870.220476 + Penalty 2024.266076 = -58845.954400
  nChanged 2
		SP:Iteration 4Q (88109.140000 sec): 3 clusters
  Score: Raw -60873.032340 + Penalty 2024.266076 = -58848.766264
  nChanged 3
		SP:Iteration 5Q (88109.300000 sec): 3 clusters
  Score: Raw -60876.796680 + Penalty 2024.266076 = -58852.530604
  nChanged 1
		SP:Iteration 6Q (88109.440000 sec): 3 clusters
  Score: Raw -60877.512293 + Penalty 2024.266076 = -58853.246217
  nChanged 1
		SP:Iteration 7Q (88109.650000 sec): 3 clusters
  Score: Raw -60878.551558 + Penalty 2024.266076 = -58854.285482
  nChanged 0
		SP:Iteration 8F (88109.770000 sec): 3 clusters
  Score: Raw -60878.551558 + Penalty 2024.266076 = -58854.285482
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (16137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88109.950000 sec): 2 clusters
  Score: Raw -1843146.716933 + Penalty 1574.441383 = -1841572.275550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88110.210000 sec): 3 clusters
  Score: Raw -1833622.141685 + Penalty 3148.882767 = -1830473.258919
  nChanged 7212
		SP:Iteration 1F (88110.490000 sec): 3 clusters
  Score: Raw -1837529.474804 + Penalty 3148.882767 = -1834380.592037
  nChanged 982
		SP:Iteration 2F (88110.730000 sec): 3 clusters
  Score: Raw -1838027.746882 + Penalty 3148.882767 = -1834878.864115
  nChanged 933
		SP:Iteration 3F (88110.920000 sec): 3 clusters
  Score: Raw -1838549.702142 + Penalty 3148.882767 = -1835400.819376
  nChanged 946
		SP:Iteration 4F (88111.190000 sec): 3 clusters
  Score: Raw -1839084.503078 + Penalty 3148.882767 = -1835935.620311
  nChanged 926
		SP:Iteration 5F (88111.430000 sec): 3 clusters
  Score: Raw -1839648.547242 + Penalty 3148.882767 = -1836499.664476
  nChanged 902
		SP:Iteration 6F (88111.690000 sec): 3 clusters
  Score: Raw -1840174.011636 + Penalty 3148.882767 = -1837025.128869
  nChanged 841
		SP:Iteration 7F (88111.930000 sec): 3 clusters
  Score: Raw -1840643.459291 + Penalty 3148.882767 = -1837494.576524
  nChanged 715
		SP:Iteration 8Q (88112.190000 sec): 3 clusters
  Score: Raw -1841042.277124 + Penalty 3148.882767 = -1837893.394357
  nChanged 639
		SP:Iteration 9Q (88112.430000 sec): 3 clusters
  Score: Raw -1841364.970685 + Penalty 3148.882767 = -1838216.087919
  nChanged 540
		SP:Iteration 10Q (88112.680000 sec): 3 clusters
  Score: Raw -1841624.348614 + Penalty 3148.882767 = -1838475.465847
  nChanged 458
		SP:Iteration 11Q (88112.920000 sec): 3 clusters
  Score: Raw -1841840.111619 + Penalty 3148.882767 = -1838691.228852
  nChanged 394
		SP:Iteration 12Q (88113.100000 sec): 3 clusters
  Score: Raw -1842028.787153 + Penalty 3148.882767 = -1838879.904386
  nChanged 373
		SP:Iteration 13Q (88113.350000 sec): 3 clusters
  Score: Raw -1842195.276383 + Penalty 3148.882767 = -1839046.393617
  nChanged 349
		SP:Iteration 14Q (88113.590000 sec): 3 clusters
  Score: Raw -1842342.901256 + Penalty 3148.882767 = -1839194.018489
  nChanged 305
		SP:Iteration 15Q (88113.810000 sec): 3 clusters
  Score: Raw -1842466.752359 + Penalty 3148.882767 = -1839317.869592
  nChanged 296
		SP:Iteration 16Q (88114.070000 sec): 3 clusters
  Score: Raw -1842599.122759 + Penalty 3148.882767 = -1839450.239993
  nChanged 295
		SP:Iteration 17Q (88114.290000 sec): 3 clusters
  Score: Raw -1842726.973679 + Penalty 3148.882767 = -1839578.090913
  nChanged 279
		SP:Iteration 18Q (88114.530000 sec): 3 clusters
  Score: Raw -1842860.399745 + Penalty 3148.882767 = -1839711.516978
  nChanged 272
		SP:Iteration 19Q (88114.800000 sec): 3 clusters
  Score: Raw -1842985.174290 + Penalty 3148.882767 = -1839836.291523
  nChanged 245
		SP:Iteration 20F (88115.030000 sec): 3 clusters
  Score: Raw -1843098.340156 + Penalty 3148.882767 = -1839949.457389
  nChanged 232
		SP:Iteration 21Q (88115.270000 sec): 3 clusters
  Score: Raw -1843214.539678 + Penalty 3148.882767 = -1840065.656911
  nChanged 251
		SP:Iteration 22Q (88115.500000 sec): 3 clusters
  Score: Raw -1843329.737713 + Penalty 3148.882767 = -1840180.854947
  nChanged 221
		SP:Iteration 23Q (88115.730000 sec): 3 clusters
  Score: Raw -1843414.752515 + Penalty 3148.882767 = -1840265.869749
  nChanged 200
		SP:Iteration 24Q (88115.990000 sec): 3 clusters
  Score: Raw -1843480.614459 + Penalty 3148.882767 = -1840331.731693
  nChanged 151
		SP:Iteration 25Q (88116.230000 sec): 3 clusters
  Score: Raw -1843520.848884 + Penalty 3148.882767 = -1840371.966117
  nChanged 109
		SP:Iteration 26Q (88116.510000 sec): 3 clusters
  Score: Raw -1843543.649948 + Penalty 3148.882767 = -1840394.767182
  nChanged 89
		SP:Iteration 27Q (88116.720000 sec): 3 clusters
  Score: Raw -1843562.695608 + Penalty 3148.882767 = -1840413.812841
  nChanged 73
		SP:Iteration 28Q (88116.940000 sec): 3 clusters
  Score: Raw -1843577.446587 + Penalty 3148.882767 = -1840428.563820
  nChanged 65
		SP:Iteration 29Q (88117.190000 sec): 3 clusters
  Score: Raw -1843586.746058 + Penalty 3148.882767 = -1840437.863292
  nChanged 51
		SP:Iteration 30Q (88117.450000 sec): 3 clusters
  Score: Raw -1843594.820955 + Penalty 3148.882767 = -1840445.938188
  nChanged 44
		SP:Iteration 31Q (88117.750000 sec): 3 clusters
  Score: Raw -1843600.330164 + Penalty 3148.882767 = -1840451.447397
  nChanged 47
		SP:Iteration 32Q (88117.990000 sec): 3 clusters
  Score: Raw -1843606.370738 + Penalty 3148.882767 = -1840457.487971
  nChanged 41
		SP:Iteration 33Q (88118.230000 sec): 3 clusters
  Score: Raw -1843611.645695 + Penalty 3148.882767 = -1840462.762928
  nChanged 33
		SP:Iteration 34Q (88118.470000 sec): 3 clusters
  Score: Raw -1843615.520326 + Penalty 3148.882767 = -1840466.637559
  nChanged 30
		SP:Iteration 35Q (88118.690000 sec): 3 clusters
  Score: Raw -1843618.902919 + Penalty 3148.882767 = -1840470.020152
  nChanged 25
		SP:Iteration 36Q (88118.960000 sec): 3 clusters
  Score: Raw -1843621.181619 + Penalty 3148.882767 = -1840472.298852
  nChanged 19
		SP:Iteration 37Q (88119.240000 sec): 3 clusters
  Score: Raw -1843622.937594 + Penalty 3148.882767 = -1840474.054828
  nChanged 20
		SP:Iteration 38Q (88119.460000 sec): 3 clusters
  Score: Raw -1843625.017942 + Penalty 3148.882767 = -1840476.135175
  nChanged 20
		SP:Iteration 39Q (88119.700000 sec): 3 clusters
  Score: Raw -1843626.472863 + Penalty 3148.882767 = -1840477.590097
  nChanged 21
		SP:Iteration 40F (88119.900000 sec): 3 clusters
  Score: Raw -1843628.763652 + Penalty 3148.882767 = -1840479.880885
  nChanged 18
		SP:Iteration 41Q (88120.130000 sec): 3 clusters
  Score: Raw -1843630.150816 + Penalty 3148.882767 = -1840481.268050
  nChanged 14
		SP:Iteration 42Q (88120.360000 sec): 3 clusters
  Score: Raw -1843631.551981 + Penalty 3148.882767 = -1840482.669215
  nChanged 16
		SP:Iteration 43Q (88120.570000 sec): 3 clusters
  Score: Raw -1843632.870725 + Penalty 3148.882767 = -1840483.987958
  nChanged 12
		SP:Iteration 44Q (88120.800000 sec): 3 clusters
  Score: Raw -1843633.876733 + Penalty 3148.882767 = -1840484.993966
  nChanged 12
		SP:Iteration 45Q (88121.040000 sec): 3 clusters
  Score: Raw -1843634.810998 + Penalty 3148.882767 = -1840485.928232
  nChanged 10
		SP:Iteration 46Q (88121.280000 sec): 3 clusters
  Score: Raw -1843635.551113 + Penalty 3148.882767 = -1840486.668347
  nChanged 12
		SP:Iteration 47Q (88121.520000 sec): 3 clusters
  Score: Raw -1843636.844725 + Penalty 3148.882767 = -1840487.961959
  nChanged 14
		SP:Iteration 48Q (88121.740000 sec): 3 clusters
  Score: Raw -1843638.380080 + Penalty 3148.882767 = -1840489.497314
  nChanged 15
		SP:Iteration 49Q (88121.980000 sec): 3 clusters
  Score: Raw -1843639.673168 + Penalty 3148.882767 = -1840490.790401
  nChanged 14
		SP:Iteration 50Q (88122.190000 sec): 3 clusters
  Score: Raw -1843640.978743 + Penalty 3148.882767 = -1840492.095977
  nChanged 13
		SP:Iteration 51Q (88122.410000 sec): 3 clusters
  Score: Raw -1843642.532937 + Penalty 3148.882767 = -1840493.650170
  nChanged 11
		SP:Iteration 52Q (88122.630000 sec): 3 clusters
  Score: Raw -1843643.330591 + Penalty 3148.882767 = -1840494.447824
  nChanged 12
		SP:Iteration 53Q (88122.900000 sec): 3 clusters
  Score: Raw -1843644.089095 + Penalty 3148.882767 = -1840495.206329
  nChanged 9
		SP:Iteration 54Q (88123.180000 sec): 3 clusters
  Score: Raw -1843644.771452 + Penalty 3148.882767 = -1840495.888685
  nChanged 8
		SP:Iteration 55Q (88123.390000 sec): 3 clusters
  Score: Raw -1843645.266738 + Penalty 3148.882767 = -1840496.383971
  nChanged 6
		SP:Iteration 56Q (88123.660000 sec): 3 clusters
  Score: Raw -1843645.672025 + Penalty 3148.882767 = -1840496.789258
  nChanged 4
		SP:Iteration 57Q (88123.900000 sec): 3 clusters
  Score: Raw -1843645.897747 + Penalty 3148.882767 = -1840497.014980
  nChanged 2
		SP:Iteration 58Q (88124.120000 sec): 3 clusters
  Score: Raw -1843646.154402 + Penalty 3148.882767 = -1840497.271636
  nChanged 3
		SP:Iteration 59Q (88124.420000 sec): 3 clusters
  Score: Raw -1843646.429556 + Penalty 3148.882767 = -1840497.546790
  nChanged 6
		SP:Iteration 60F (88124.710000 sec): 3 clusters
  Score: Raw -1843646.795757 + Penalty 3148.882767 = -1840497.912990
  nChanged 6
		SP:Iteration 61Q (88124.920000 sec): 3 clusters
  Score: Raw -1843647.453416 + Penalty 3148.882767 = -1840498.570650
  nChanged 8
		SP:Iteration 62Q (88125.230000 sec): 3 clusters
  Score: Raw -1843648.112610 + Penalty 3148.882767 = -1840499.229844
  nChanged 8
		SP:Iteration 63Q (88125.470000 sec): 3 clusters
  Score: Raw -1843648.980031 + Penalty 3148.882767 = -1840500.097264
  nChanged 15
		SP:Iteration 64Q (88125.780000 sec): 3 clusters
  Score: Raw -1843650.355040 + Penalty 3148.882767 = -1840501.472273
  nChanged 17
		SP:Iteration 65Q (88126.000000 sec): 3 clusters
  Score: Raw -1843652.083154 + Penalty 3148.882767 = -1840503.200388
  nChanged 24
		SP:Iteration 66Q (88126.230000 sec): 3 clusters
  Score: Raw -1843654.291536 + Penalty 3148.882767 = -1840505.408770
  nChanged 18
		SP:Iteration 67Q (88126.470000 sec): 3 clusters
  Score: Raw -1843655.731524 + Penalty 3148.882767 = -1840506.848758
  nChanged 19
		SP:Iteration 68Q (88126.700000 sec): 3 clusters
  Score: Raw -1843657.451978 + Penalty 3148.882767 = -1840508.569212
  nChanged 15
		SP:Iteration 69Q (88127.010000 sec): 3 clusters
  Score: Raw -1843658.805855 + Penalty 3148.882767 = -1840509.923088
  nChanged 8
		SP:Iteration 70Q (88127.260000 sec): 3 clusters
  Score: Raw -1843659.295851 + Penalty 3148.882767 = -1840510.413085
  nChanged 6
		SP:Iteration 71Q (88127.510000 sec): 3 clusters
  Score: Raw -1843659.762116 + Penalty 3148.882767 = -1840510.879349
  nChanged 6
		SP:Iteration 72Q (88127.880000 sec): 3 clusters
  Score: Raw -1843660.084083 + Penalty 3148.882767 = -1840511.201317
  nChanged 7
		SP:Iteration 73Q (88128.160000 sec): 3 clusters
  Score: Raw -1843660.576380 + Penalty 3148.882767 = -1840511.693614
  nChanged 7
		SP:Iteration 74Q (88128.440000 sec): 3 clusters
  Score: Raw -1843660.953663 + Penalty 3148.882767 = -1840512.070897
  nChanged 7
		SP:Iteration 75Q (88128.700000 sec): 3 clusters
  Score: Raw -1843661.472528 + Penalty 3148.882767 = -1840512.589761
  nChanged 5
		SP:Iteration 76Q (88128.970000 sec): 3 clusters
  Score: Raw -1843661.843771 + Penalty 3148.882767 = -1840512.961004
  nChanged 4
		SP:Iteration 77Q (88129.230000 sec): 3 clusters
  Score: Raw -1843662.087438 + Penalty 3148.882767 = -1840513.204672
  nChanged 2
		SP:Iteration 78Q (88129.560000 sec): 3 clusters
  Score: Raw -1843662.231143 + Penalty 3148.882767 = -1840513.348377
  nChanged 0
		SP:Iteration 79F (88129.810000 sec): 3 clusters
  Score: Raw -1843662.231143 + Penalty 3148.882767 = -1840513.348377
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88130.000000 sec): 2 clusters
  Score: Raw -1139432.225309 + Penalty 1486.608269 = -1137945.617040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88130.220000 sec): 3 clusters
  Score: Raw -1134167.100393 + Penalty 2973.216538 = -1131193.883855
  nChanged 4012
		SP:Iteration 1F (88130.500000 sec): 3 clusters
  Score: Raw -1136478.302497 + Penalty 2973.216538 = -1133505.085958
  nChanged 625
		SP:Iteration 2F (88130.720000 sec): 3 clusters
  Score: Raw -1136827.684860 + Penalty 2973.216538 = -1133854.468322
  nChanged 560
		SP:Iteration 3F (88130.970000 sec): 3 clusters
  Score: Raw -1137156.595875 + Penalty 2973.216538 = -1134183.379337
  nChanged 529
		SP:Iteration 4F (88131.210000 sec): 3 clusters
  Score: Raw -1137447.016867 + Penalty 2973.216538 = -1134473.800328
  nChanged 477
		SP:Iteration 5F (88131.410000 sec): 3 clusters
  Score: Raw -1137699.871984 + Penalty 2973.216538 = -1134726.655446
  nChanged 446
		SP:Iteration 6Q (88131.660000 sec): 3 clusters
  Score: Raw -1137947.060850 + Penalty 2973.216538 = -1134973.844311
  nChanged 387
		SP:Iteration 7Q (88131.890000 sec): 3 clusters
  Score: Raw -1138169.108194 + Penalty 2973.216538 = -1135195.891656
  nChanged 385
		SP:Iteration 8Q (88132.070000 sec): 3 clusters
  Score: Raw -1138418.793716 + Penalty 2973.216538 = -1135445.577178
  nChanged 355
		SP:Iteration 9Q (88132.320000 sec): 3 clusters
  Score: Raw -1138651.564258 + Penalty 2973.216538 = -1135678.347720
  nChanged 287
		SP:Iteration 10Q (88132.560000 sec): 3 clusters
  Score: Raw -1138828.398503 + Penalty 2973.216538 = -1135855.181964
  nChanged 215
		SP:Iteration 11Q (88132.790000 sec): 3 clusters
  Score: Raw -1138952.668052 + Penalty 2973.216538 = -1135979.451514
  nChanged 167
		SP:Iteration 12Q (88133.020000 sec): 3 clusters
  Score: Raw -1139050.877245 + Penalty 2973.216538 = -1136077.660706
  nChanged 167
		SP:Iteration 13Q (88133.250000 sec): 3 clusters
  Score: Raw -1139148.368867 + Penalty 2973.216538 = -1136175.152329
  nChanged 156
		SP:Iteration 14Q (88133.470000 sec): 3 clusters
  Score: Raw -1139233.395376 + Penalty 2973.216538 = -1136260.178838
  nChanged 151
		SP:Iteration 15Q (88133.670000 sec): 3 clusters
  Score: Raw -1139326.036280 + Penalty 2973.216538 = -1136352.819742
  nChanged 127
		SP:Iteration 16Q (88133.910000 sec): 3 clusters
  Score: Raw -1139417.550930 + Penalty 2973.216538 = -1136444.334391
  nChanged 112
		SP:Iteration 17Q (88134.180000 sec): 3 clusters
  Score: Raw -1139492.062289 + Penalty 2973.216538 = -1136518.845750
  nChanged 83
		SP:Iteration 18Q (88134.380000 sec): 3 clusters
  Score: Raw -1139557.031626 + Penalty 2973.216538 = -1136583.815088
  nChanged 81
		SP:Iteration 19Q (88134.660000 sec): 3 clusters
  Score: Raw -1139609.278796 + Penalty 2973.216538 = -1136636.062258
  nChanged 67
		SP:Iteration 20F (88134.910000 sec): 3 clusters
  Score: Raw -1139648.271511 + Penalty 2973.216538 = -1136675.054972
  nChanged 38
		SP:Iteration 21Q (88135.110000 sec): 3 clusters
  Score: Raw -1139667.039724 + Penalty 2973.216538 = -1136693.823186
  nChanged 31
		SP:Iteration 22Q (88135.350000 sec): 3 clusters
  Score: Raw -1139681.199931 + Penalty 2973.216538 = -1136707.983393
  nChanged 34
		SP:Iteration 23Q (88135.550000 sec): 3 clusters
  Score: Raw -1139698.743308 + Penalty 2973.216538 = -1136725.526770
  nChanged 35
		SP:Iteration 24Q (88135.810000 sec): 3 clusters
  Score: Raw -1139714.723514 + Penalty 2973.216538 = -1136741.506975
  nChanged 30
		SP:Iteration 25Q (88136.070000 sec): 3 clusters
  Score: Raw -1139726.063613 + Penalty 2973.216538 = -1136752.847075
  nChanged 20
		SP:Iteration 26Q (88136.260000 sec): 3 clusters
  Score: Raw -1139735.664851 + Penalty 2973.216538 = -1136762.448312
  nChanged 20
		SP:Iteration 27Q (88136.430000 sec): 3 clusters
  Score: Raw -1139742.487995 + Penalty 2973.216538 = -1136769.271457
  nChanged 17
		SP:Iteration 28Q (88136.660000 sec): 3 clusters
  Score: Raw -1139749.359650 + Penalty 2973.216538 = -1136776.143112
  nChanged 12
		SP:Iteration 29Q (88136.920000 sec): 3 clusters
  Score: Raw -1139752.953309 + Penalty 2973.216538 = -1136779.736771
  nChanged 11
		SP:Iteration 30Q (88137.120000 sec): 3 clusters
  Score: Raw -1139755.127720 + Penalty 2973.216538 = -1136781.911182
  nChanged 2
		SP:Iteration 31Q (88137.330000 sec): 3 clusters
  Score: Raw -1139756.092601 + Penalty 2973.216538 = -1136782.876063
  nChanged 3
		SP:Iteration 32Q (88137.540000 sec): 3 clusters
  Score: Raw -1139757.651156 + Penalty 2973.216538 = -1136784.434618
  nChanged 6
		SP:Iteration 33Q (88137.770000 sec): 3 clusters
  Score: Raw -1139761.366010 + Penalty 2973.216538 = -1136788.149471
  nChanged 10
		SP:Iteration 34Q (88137.980000 sec): 3 clusters
  Score: Raw -1139765.995448 + Penalty 2973.216538 = -1136792.778910
  nChanged 9
		SP:Iteration 35Q (88138.230000 sec): 3 clusters
  Score: Raw -1139769.099748 + Penalty 2973.216538 = -1136795.883210
  nChanged 7
		SP:Iteration 36Q (88138.520000 sec): 3 clusters
  Score: Raw -1139770.932102 + Penalty 2973.216538 = -1136797.715564
  nChanged 5
		SP:Iteration 37Q (88138.720000 sec): 3 clusters
  Score: Raw -1139772.501444 + Penalty 2973.216538 = -1136799.284906
  nChanged 4
		SP:Iteration 38Q (88138.970000 sec): 3 clusters
  Score: Raw -1139774.316058 + Penalty 2973.216538 = -1136801.099520
  nChanged 9
		SP:Iteration 39Q (88139.170000 sec): 3 clusters
  Score: Raw -1139776.704173 + Penalty 2973.216538 = -1136803.487635
  nChanged 4
		SP:Iteration 40F (88139.420000 sec): 3 clusters
  Score: Raw -1139777.678535 + Penalty 2973.216538 = -1136804.461997
  nChanged 4
		SP:Iteration 41Q (88139.620000 sec): 3 clusters
  Score: Raw -1139778.237840 + Penalty 2973.216538 = -1136805.021301
  nChanged 5
		SP:Iteration 42Q (88139.840000 sec): 3 clusters
  Score: Raw -1139780.124899 + Penalty 2973.216538 = -1136806.908361
  nChanged 4
		SP:Iteration 43Q (88140.050000 sec): 3 clusters
  Score: Raw -1139781.219127 + Penalty 2973.216538 = -1136808.002589
  nChanged 5
		SP:Iteration 44Q (88140.250000 sec): 3 clusters
  Score: Raw -1139782.439010 + Penalty 2973.216538 = -1136809.222471
  nChanged 4
		SP:Iteration 45Q (88140.490000 sec): 3 clusters
  Score: Raw -1139783.569809 + Penalty 2973.216538 = -1136810.353270
  nChanged 3
		SP:Iteration 46Q (88140.740000 sec): 3 clusters
  Score: Raw -1139785.099098 + Penalty 2973.216538 = -1136811.882560
  nChanged 4
		SP:Iteration 47Q (88140.970000 sec): 3 clusters
  Score: Raw -1139786.097829 + Penalty 2973.216538 = -1136812.881290
  nChanged 4
		SP:Iteration 48Q (88141.230000 sec): 3 clusters
  Score: Raw -1139787.256255 + Penalty 2973.216538 = -1136814.039717
  nChanged 3
		SP:Iteration 49Q (88141.460000 sec): 3 clusters
  Score: Raw -1139788.193140 + Penalty 2973.216538 = -1136814.976602
  nChanged 2
		SP:Iteration 50Q (88141.690000 sec): 3 clusters
  Score: Raw -1139788.854739 + Penalty 2973.216538 = -1136815.638200
  nChanged 2
		SP:Iteration 51Q (88141.870000 sec): 3 clusters
  Score: Raw -1139789.945981 + Penalty 2973.216538 = -1136816.729442
  nChanged 3
		SP:Iteration 52Q (88142.050000 sec): 3 clusters
  Score: Raw -1139791.729478 + Penalty 2973.216538 = -1136818.512940
  nChanged 8
		SP:Iteration 53Q (88142.250000 sec): 3 clusters
  Score: Raw -1139795.415452 + Penalty 2973.216538 = -1136822.198914
  nChanged 9
		SP:Iteration 54Q (88142.410000 sec): 3 clusters
  Score: Raw -1139799.114192 + Penalty 2973.216538 = -1136825.897654
  nChanged 4
		SP:Iteration 55Q (88142.620000 sec): 3 clusters
  Score: Raw -1139800.551211 + Penalty 2973.216538 = -1136827.334673
  nChanged 2
		SP:Iteration 56Q (88142.880000 sec): 3 clusters
  Score: Raw -1139800.952946 + Penalty 2973.216538 = -1136827.736408
  nChanged 1
		SP:Iteration 57Q (88143.120000 sec): 3 clusters
  Score: Raw -1139801.105553 + Penalty 2973.216538 = -1136827.889015
  nChanged 1
		SP:Iteration 58Q (88143.330000 sec): 3 clusters
  Score: Raw -1139801.139008 + Penalty 2973.216538 = -1136827.922470
  nChanged 0
		SP:Iteration 59F (88143.560000 sec): 3 clusters
  Score: Raw -1139801.139008 + Penalty 2973.216538 = -1136827.922470
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88143.700000 sec): 2 clusters
  Score: Raw -895357.443843 + Penalty 1449.476335 = -893907.967507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88143.880000 sec): 3 clusters
  Score: Raw -891242.831093 + Penalty 2898.952671 = -888343.878422
  nChanged 3115
		SP:Iteration 1F (88144.120000 sec): 3 clusters
  Score: Raw -892922.074706 + Penalty 2898.952671 = -890023.122035
  nChanged 562
		SP:Iteration 2F (88144.350000 sec): 3 clusters
  Score: Raw -893224.604494 + Penalty 2898.952671 = -890325.651823
  nChanged 469
		SP:Iteration 3F (88144.530000 sec): 3 clusters
  Score: Raw -893487.229506 + Penalty 2898.952671 = -890588.276835
  nChanged 415
		SP:Iteration 4F (88144.750000 sec): 3 clusters
  Score: Raw -893745.983875 + Penalty 2898.952671 = -890847.031204
  nChanged 399
		SP:Iteration 5F (88144.970000 sec): 3 clusters
  Score: Raw -894039.000473 + Penalty 2898.952671 = -891140.047802
  nChanged 400
		SP:Iteration 6F (88145.180000 sec): 3 clusters
  Score: Raw -894310.086408 + Penalty 2898.952671 = -891411.133737
  nChanged 377
		SP:Iteration 7F (88145.400000 sec): 3 clusters
  Score: Raw -894556.195636 + Penalty 2898.952671 = -891657.242965
  nChanged 334
		SP:Iteration 8Q (88145.570000 sec): 3 clusters
  Score: Raw -894779.748372 + Penalty 2898.952671 = -891880.795701
  nChanged 307
		SP:Iteration 9Q (88145.750000 sec): 3 clusters
  Score: Raw -894977.258457 + Penalty 2898.952671 = -892078.305786
  nChanged 277
		SP:Iteration 10Q (88146.010000 sec): 3 clusters
  Score: Raw -895146.516844 + Penalty 2898.952671 = -892247.564173
  nChanged 224
		SP:Iteration 11Q (88146.230000 sec): 3 clusters
  Score: Raw -895282.619969 + Penalty 2898.952671 = -892383.667298
  nChanged 178
		SP:Iteration 12Q (88146.410000 sec): 3 clusters
  Score: Raw -895394.901840 + Penalty 2898.952671 = -892495.949169
  nChanged 181
		SP:Iteration 13Q (88146.650000 sec): 3 clusters
  Score: Raw -895493.677854 + Penalty 2898.952671 = -892594.725183
  nChanged 171
		SP:Iteration 14Q (88146.890000 sec): 3 clusters
  Score: Raw -895589.927454 + Penalty 2898.952671 = -892690.974783
  nChanged 171
		SP:Iteration 15Q (88147.090000 sec): 3 clusters
  Score: Raw -895696.689335 + Penalty 2898.952671 = -892797.736664
  nChanged 164
		SP:Iteration 16Q (88147.240000 sec): 3 clusters
  Score: Raw -895785.287858 + Penalty 2898.952671 = -892886.335187
  nChanged 168
		SP:Iteration 17Q (88147.390000 sec): 3 clusters
  Score: Raw -895876.763839 + Penalty 2898.952671 = -892977.811168
  nChanged 150
		SP:Iteration 18Q (88147.570000 sec): 3 clusters
  Score: Raw -895964.225246 + Penalty 2898.952671 = -893065.272575
  nChanged 139
		SP:Iteration 19Q (88147.770000 sec): 3 clusters
  Score: Raw -896035.588763 + Penalty 2898.952671 = -893136.636092
  nChanged 112
		SP:Iteration 20F (88147.990000 sec): 3 clusters
  Score: Raw -896086.946882 + Penalty 2898.952671 = -893187.994211
  nChanged 89
		SP:Iteration 21Q (88148.230000 sec): 3 clusters
  Score: Raw -896121.263408 + Penalty 2898.952671 = -893222.310737
  nChanged 78
		SP:Iteration 22Q (88148.430000 sec): 3 clusters
  Score: Raw -896148.267735 + Penalty 2898.952671 = -893249.315064
  nChanged 61
		SP:Iteration 23Q (88148.630000 sec): 3 clusters
  Score: Raw -896172.292808 + Penalty 2898.952671 = -893273.340137
  nChanged 57
		SP:Iteration 24Q (88148.790000 sec): 3 clusters
  Score: Raw -896190.800544 + Penalty 2898.952671 = -893291.847873
  nChanged 41
		SP:Iteration 25Q (88149.010000 sec): 3 clusters
  Score: Raw -896204.341703 + Penalty 2898.952671 = -893305.389033
  nChanged 35
		SP:Iteration 26Q (88149.200000 sec): 3 clusters
  Score: Raw -896218.780581 + Penalty 2898.952671 = -893319.827910
  nChanged 35
		SP:Iteration 27Q (88149.420000 sec): 3 clusters
  Score: Raw -896232.793267 + Penalty 2898.952671 = -893333.840596
  nChanged 33
		SP:Iteration 28Q (88149.590000 sec): 3 clusters
  Score: Raw -896245.375535 + Penalty 2898.952671 = -893346.422864
  nChanged 30
		SP:Iteration 29Q (88149.810000 sec): 3 clusters
  Score: Raw -896254.982813 + Penalty 2898.952671 = -893356.030142
  nChanged 30
		SP:Iteration 30Q (88150.010000 sec): 3 clusters
  Score: Raw -896264.831388 + Penalty 2898.952671 = -893365.878717
  nChanged 20
		SP:Iteration 31Q (88150.210000 sec): 3 clusters
  Score: Raw -896270.265775 + Penalty 2898.952671 = -893371.313104
  nChanged 14
		SP:Iteration 32Q (88150.440000 sec): 3 clusters
  Score: Raw -896274.216901 + Penalty 2898.952671 = -893375.264230
  nChanged 10
		SP:Iteration 33Q (88150.650000 sec): 3 clusters
  Score: Raw -896276.175458 + Penalty 2898.952671 = -893377.222787
  nChanged 7
		SP:Iteration 34Q (88150.830000 sec): 3 clusters
  Score: Raw -896277.902530 + Penalty 2898.952671 = -893378.949859
  nChanged 8
		SP:Iteration 35Q (88151.030000 sec): 3 clusters
  Score: Raw -896280.404071 + Penalty 2898.952671 = -893381.451400
  nChanged 10
		SP:Iteration 36Q (88151.240000 sec): 3 clusters
  Score: Raw -896283.341507 + Penalty 2898.952671 = -893384.388836
  nChanged 9
		SP:Iteration 37Q (88151.420000 sec): 3 clusters
  Score: Raw -896285.498816 + Penalty 2898.952671 = -893386.546145
  nChanged 5
		SP:Iteration 38Q (88151.630000 sec): 3 clusters
  Score: Raw -896287.256536 + Penalty 2898.952671 = -893388.303865
  nChanged 4
		SP:Iteration 39Q (88151.860000 sec): 3 clusters
  Score: Raw -896288.424087 + Penalty 2898.952671 = -893389.471416
  nChanged 2
		SP:Iteration 40F (88152.050000 sec): 3 clusters
  Score: Raw -896288.948451 + Penalty 2898.952671 = -893389.995780
  nChanged 1
		SP:Iteration 41Q (88152.250000 sec): 3 clusters
  Score: Raw -896289.302538 + Penalty 2898.952671 = -893390.349867
  nChanged 4
		SP:Iteration 42Q (88152.450000 sec): 3 clusters
  Score: Raw -896290.123551 + Penalty 2898.952671 = -893391.170880
  nChanged 3
		SP:Iteration 43Q (88152.650000 sec): 3 clusters
  Score: Raw -896291.042033 + Penalty 2898.952671 = -893392.089362
  nChanged 2
		SP:Iteration 44Q (88152.890000 sec): 3 clusters
  Score: Raw -896291.459285 + Penalty 2898.952671 = -893392.506614
  nChanged 3
		SP:Iteration 45Q (88153.150000 sec): 3 clusters
  Score: Raw -896292.156727 + Penalty 2898.952671 = -893393.204056
  nChanged 5
		SP:Iteration 46Q (88153.350000 sec): 3 clusters
  Score: Raw -896293.193149 + Penalty 2898.952671 = -893394.240478
  nChanged 3
		SP:Iteration 47Q (88153.540000 sec): 3 clusters
  Score: Raw -896293.770071 + Penalty 2898.952671 = -893394.817400
  nChanged 1
		SP:Iteration 48Q (88153.810000 sec): 3 clusters
  Score: Raw -896293.937456 + Penalty 2898.952671 = -893394.984785
  nChanged 0
		SP:Iteration 49F (88154.030000 sec): 3 clusters
  Score: Raw -896293.937456 + Penalty 2898.952671 = -893394.984785
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88154.150000 sec): 2 clusters
  Score: Raw -23161.399883 + Penalty 878.665413 = -22282.734470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88154.330000 sec): 3 clusters
  Score: Raw -23333.229470 + Penalty 1757.330826 = -21575.898645
  nChanged 43
		SP:Iteration 1F (88154.540000 sec): 3 clusters
  Score: Raw -23466.423385 + Penalty 1757.330826 = -21709.092559
  nChanged 17
		SP:Iteration 2F (88154.680000 sec): 3 clusters
  Score: Raw -23511.960625 + Penalty 1757.330826 = -21754.629799
  nChanged 9
		SP:Iteration 3Q (88154.880000 sec): 3 clusters
  Score: Raw -23542.871133 + Penalty 1757.330826 = -21785.540307
  nChanged 7
		SP:Iteration 4Q (88155.030000 sec): 3 clusters
  Score: Raw -23589.269688 + Penalty 1757.330826 = -21831.938862
  nChanged 5
		SP:Iteration 5Q (88155.160000 sec): 3 clusters
  Score: Raw -23606.012681 + Penalty 1757.330826 = -21848.681856
  nChanged 4
		SP:Iteration 6Q (88155.310000 sec): 3 clusters
  Score: Raw -23647.622598 + Penalty 1757.330826 = -21890.291772
  nChanged 6
		SP:Iteration 7Q (88155.410000 sec): 3 clusters
  Score: Raw -23699.065752 + Penalty 1757.330826 = -21941.734927
  nChanged 2
		SP:Iteration 8Q (88155.560000 sec): 3 clusters
  Score: Raw -23705.565891 + Penalty 1757.330826 = -21948.235066
  nChanged 1
		SP:Iteration 9Q (88155.750000 sec): 3 clusters
  Score: Raw -23707.147299 + Penalty 1757.330826 = -21949.816474
  nChanged 0
		SP:Iteration 10F (88155.930000 sec): 3 clusters
  Score: Raw -23707.147299 + Penalty 1757.330826 = -21949.816474
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88156.250000 sec): 2 clusters
  Score: Raw -3042895.388248 + Penalty 1658.786369 = -3041236.601880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88156.560000 sec): 3 clusters
  Score: Raw -3026259.514181 + Penalty 3317.572738 = -3022941.941444
  nChanged 12452
		SP:Iteration 1F (88156.880000 sec): 3 clusters
  Score: Raw -3033571.801267 + Penalty 3317.572738 = -3030254.228529
  nChanged 1567
		SP:Iteration 2F (88157.230000 sec): 3 clusters
  Score: Raw -3034316.745211 + Penalty 3317.572738 = -3030999.172473
  nChanged 1571
		SP:Iteration 3F (88157.520000 sec): 3 clusters
  Score: Raw -3035166.005661 + Penalty 3317.572738 = -3031848.432923
  nChanged 1598
		SP:Iteration 4F (88157.840000 sec): 3 clusters
  Score: Raw -3036064.257756 + Penalty 3317.572738 = -3032746.685019
  nChanged 1547
		SP:Iteration 5F (88158.100000 sec): 3 clusters
  Score: Raw -3036972.051747 + Penalty 3317.572738 = -3033654.479009
  nChanged 1476
		SP:Iteration 6F (88158.430000 sec): 3 clusters
  Score: Raw -3037981.602675 + Penalty 3317.572738 = -3034664.029938
  nChanged 1466
		SP:Iteration 7F (88158.740000 sec): 3 clusters
  Score: Raw -3039002.433647 + Penalty 3317.572738 = -3035684.860909
  nChanged 1178
		SP:Iteration 8Q (88159.050000 sec): 3 clusters
  Score: Raw -3039856.882080 + Penalty 3317.572738 = -3036539.309343
  nChanged 1021
		SP:Iteration 9Q (88159.450000 sec): 3 clusters
  Score: Raw -3040562.067138 + Penalty 3317.572738 = -3037244.494400
  nChanged 836
		SP:Iteration 10Q (88159.750000 sec): 3 clusters
  Score: Raw -3041084.009278 + Penalty 3317.572738 = -3037766.436540
  nChanged 711
		SP:Iteration 11Q (88160.080000 sec): 3 clusters
  Score: Raw -3041480.977634 + Penalty 3317.572738 = -3038163.404896
  nChanged 571
		SP:Iteration 12Q (88160.410000 sec): 3 clusters
  Score: Raw -3041786.805839 + Penalty 3317.572738 = -3038469.233101
  nChanged 472
		SP:Iteration 13Q (88160.730000 sec): 3 clusters
  Score: Raw -3042019.180567 + Penalty 3317.572738 = -3038701.607829
  nChanged 431
		SP:Iteration 14Q (88161.030000 sec): 3 clusters
  Score: Raw -3042219.969900 + Penalty 3317.572738 = -3038902.397162
  nChanged 381
		SP:Iteration 15Q (88161.390000 sec): 3 clusters
  Score: Raw -3042392.418178 + Penalty 3317.572738 = -3039074.845441
  nChanged 330
		SP:Iteration 16Q (88161.660000 sec): 3 clusters
  Score: Raw -3042548.259256 + Penalty 3317.572738 = -3039230.686518
  nChanged 316
		SP:Iteration 17Q (88161.960000 sec): 3 clusters
  Score: Raw -3042684.118563 + Penalty 3317.572738 = -3039366.545825
  nChanged 259
		SP:Iteration 18Q (88162.220000 sec): 3 clusters
  Score: Raw -3042792.194065 + Penalty 3317.572738 = -3039474.621327
  nChanged 238
		SP:Iteration 19Q (88162.460000 sec): 3 clusters
  Score: Raw -3042893.007778 + Penalty 3317.572738 = -3039575.435041
  nChanged 187
		SP:Iteration 20F (88162.740000 sec): 3 clusters
  Score: Raw -3042962.374757 + Penalty 3317.572738 = -3039644.802019
  nChanged 144
		SP:Iteration 21Q (88163.050000 sec): 3 clusters
  Score: Raw -3043022.193846 + Penalty 3317.572738 = -3039704.621108
  nChanged 140
		SP:Iteration 22Q (88163.380000 sec): 3 clusters
  Score: Raw -3043089.183622 + Penalty 3317.572738 = -3039771.610884
  nChanged 100
		SP:Iteration 23Q (88163.640000 sec): 3 clusters
  Score: Raw -3043134.054666 + Penalty 3317.572738 = -3039816.481928
  nChanged 82
		SP:Iteration 24Q (88163.950000 sec): 3 clusters
  Score: Raw -3043168.478212 + Penalty 3317.572738 = -3039850.905474
  nChanged 76
		SP:Iteration 25Q (88164.250000 sec): 3 clusters
  Score: Raw -3043193.889660 + Penalty 3317.572738 = -3039876.316922
  nChanged 61
		SP:Iteration 26Q (88164.520000 sec): 3 clusters
  Score: Raw -3043214.996353 + Penalty 3317.572738 = -3039897.423615
  nChanged 62
		SP:Iteration 27Q (88164.810000 sec): 3 clusters
  Score: Raw -3043241.706144 + Penalty 3317.572738 = -3039924.133406
  nChanged 58
		SP:Iteration 28Q (88165.090000 sec): 3 clusters
  Score: Raw -3043261.410152 + Penalty 3317.572738 = -3039943.837414
  nChanged 48
		SP:Iteration 29Q (88165.380000 sec): 3 clusters
  Score: Raw -3043278.411634 + Penalty 3317.572738 = -3039960.838896
  nChanged 37
		SP:Iteration 30Q (88165.680000 sec): 3 clusters
  Score: Raw -3043293.884701 + Penalty 3317.572738 = -3039976.311964
  nChanged 42
		SP:Iteration 31Q (88166.080000 sec): 3 clusters
  Score: Raw -3043311.739751 + Penalty 3317.572738 = -3039994.167013
  nChanged 37
		SP:Iteration 32Q (88166.390000 sec): 3 clusters
  Score: Raw -3043326.484241 + Penalty 3317.572738 = -3040008.911503
  nChanged 32
		SP:Iteration 33Q (88166.670000 sec): 3 clusters
  Score: Raw -3043340.024216 + Penalty 3317.572738 = -3040022.451479
  nChanged 22
		SP:Iteration 34Q (88166.940000 sec): 3 clusters
  Score: Raw -3043350.942323 + Penalty 3317.572738 = -3040033.369586
  nChanged 28
		SP:Iteration 35Q (88167.220000 sec): 3 clusters
  Score: Raw -3043360.303909 + Penalty 3317.572738 = -3040042.731171
  nChanged 26
		SP:Iteration 36Q (88167.480000 sec): 3 clusters
  Score: Raw -3043369.640664 + Penalty 3317.572738 = -3040052.067926
  nChanged 21
		SP:Iteration 37Q (88167.780000 sec): 3 clusters
  Score: Raw -3043380.280777 + Penalty 3317.572738 = -3040062.708039
  nChanged 28
		SP:Iteration 38Q (88168.120000 sec): 3 clusters
  Score: Raw -3043393.861629 + Penalty 3317.572738 = -3040076.288891
  nChanged 26
		SP:Iteration 39Q (88168.400000 sec): 3 clusters
  Score: Raw -3043404.650075 + Penalty 3317.572738 = -3040087.077337
  nChanged 18
		SP:Iteration 40F (88168.720000 sec): 3 clusters
  Score: Raw -3043408.979715 + Penalty 3317.572738 = -3040091.406978
  nChanged 8
		SP:Iteration 41Q (88169.060000 sec): 3 clusters
  Score: Raw -3043411.286380 + Penalty 3317.572738 = -3040093.713642
  nChanged 7
		SP:Iteration 42Q (88169.340000 sec): 3 clusters
  Score: Raw -3043413.192753 + Penalty 3317.572738 = -3040095.620015
  nChanged 5
		SP:Iteration 43Q (88169.650000 sec): 3 clusters
  Score: Raw -3043414.206461 + Penalty 3317.572738 = -3040096.633723
  nChanged 1
		SP:Iteration 44Q (88169.940000 sec): 3 clusters
  Score: Raw -3043414.392865 + Penalty 3317.572738 = -3040096.820128
  nChanged 0
		SP:Iteration 45F (88170.270000 sec): 3 clusters
  Score: Raw -3043414.392865 + Penalty 3317.572738 = -3040096.820128
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88170.400000 sec): 2 clusters
  Score: Raw -653773.593845 + Penalty 1397.120819 = -652376.473027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88170.600000 sec): 3 clusters
  Score: Raw -650938.766498 + Penalty 2794.241637 = -648144.524861
  nChanged 2233
		SP:Iteration 1F (88170.800000 sec): 3 clusters
  Score: Raw -652218.780809 + Penalty 2794.241637 = -649424.539172
  nChanged 387
		SP:Iteration 2F (88171.020000 sec): 3 clusters
  Score: Raw -652405.794932 + Penalty 2794.241637 = -649611.553295
  nChanged 269
		SP:Iteration 3Q (88171.260000 sec): 3 clusters
  Score: Raw -652527.991721 + Penalty 2794.241637 = -649733.750084
  nChanged 186
		SP:Iteration 4Q (88171.490000 sec): 3 clusters
  Score: Raw -652607.886117 + Penalty 2794.241637 = -649813.644480
  nChanged 171
		SP:Iteration 5Q (88171.670000 sec): 3 clusters
  Score: Raw -652693.441005 + Penalty 2794.241637 = -649899.199368
  nChanged 173
		SP:Iteration 6Q (88171.920000 sec): 3 clusters
  Score: Raw -652782.539378 + Penalty 2794.241637 = -649988.297741
  nChanged 166
		SP:Iteration 7Q (88172.140000 sec): 3 clusters
  Score: Raw -652873.974534 + Penalty 2794.241637 = -650079.732897
  nChanged 184
		SP:Iteration 8Q (88172.330000 sec): 3 clusters
  Score: Raw -652969.408863 + Penalty 2794.241637 = -650175.167226
  nChanged 175
		SP:Iteration 9Q (88172.510000 sec): 3 clusters
  Score: Raw -653075.710624 + Penalty 2794.241637 = -650281.468987
  nChanged 175
		SP:Iteration 10Q (88172.730000 sec): 3 clusters
  Score: Raw -653169.316367 + Penalty 2794.241637 = -650375.074730
  nChanged 148
		SP:Iteration 11Q (88172.940000 sec): 3 clusters
  Score: Raw -653238.123973 + Penalty 2794.241637 = -650443.882336
  nChanged 125
		SP:Iteration 12Q (88173.130000 sec): 3 clusters
  Score: Raw -653294.566357 + Penalty 2794.241637 = -650500.324720
  nChanged 115
		SP:Iteration 13Q (88173.270000 sec): 3 clusters
  Score: Raw -653342.967749 + Penalty 2794.241637 = -650548.726112
  nChanged 105
		SP:Iteration 14Q (88173.450000 sec): 3 clusters
  Score: Raw -653393.266430 + Penalty 2794.241637 = -650599.024793
  nChanged 85
		SP:Iteration 15Q (88173.670000 sec): 3 clusters
  Score: Raw -653427.064810 + Penalty 2794.241637 = -650632.823173
  nChanged 78
		SP:Iteration 16Q (88173.870000 sec): 3 clusters
  Score: Raw -653461.221158 + Penalty 2794.241637 = -650666.979521
  nChanged 69
		SP:Iteration 17Q (88174.020000 sec): 3 clusters
  Score: Raw -653492.258315 + Penalty 2794.241637 = -650698.016678
  nChanged 67
		SP:Iteration 18Q (88174.190000 sec): 3 clusters
  Score: Raw -653516.375479 + Penalty 2794.241637 = -650722.133842
  nChanged 58
		SP:Iteration 19Q (88174.410000 sec): 3 clusters
  Score: Raw -653535.092481 + Penalty 2794.241637 = -650740.850844
  nChanged 54
		SP:Iteration 20F (88174.590000 sec): 3 clusters
  Score: Raw -653549.376258 + Penalty 2794.241637 = -650755.134621
  nChanged 46
		SP:Iteration 21Q (88174.820000 sec): 3 clusters
  Score: Raw -653563.411788 + Penalty 2794.241637 = -650769.170151
  nChanged 50
		SP:Iteration 22Q (88175.050000 sec): 3 clusters
  Score: Raw -653582.300066 + Penalty 2794.241637 = -650788.058429
  nChanged 58
		SP:Iteration 23Q (88175.260000 sec): 3 clusters
  Score: Raw -653601.361715 + Penalty 2794.241637 = -650807.120078
  nChanged 49
		SP:Iteration 24Q (88175.500000 sec): 3 clusters
  Score: Raw -653615.643304 + Penalty 2794.241637 = -650821.401667
  nChanged 38
		SP:Iteration 25Q (88175.670000 sec): 3 clusters
  Score: Raw -653628.795999 + Penalty 2794.241637 = -650834.554362
  nChanged 45
		SP:Iteration 26Q (88175.970000 sec): 3 clusters
  Score: Raw -653646.823157 + Penalty 2794.241637 = -650852.581519
  nChanged 50
		SP:Iteration 27Q (88176.190000 sec): 3 clusters
  Score: Raw -653666.178827 + Penalty 2794.241637 = -650871.937190
  nChanged 48
		SP:Iteration 28Q (88176.390000 sec): 3 clusters
  Score: Raw -653682.032594 + Penalty 2794.241637 = -650887.790957
  nChanged 40
		SP:Iteration 29Q (88176.640000 sec): 3 clusters
  Score: Raw -653693.659937 + Penalty 2794.241637 = -650899.418300
  nChanged 41
		SP:Iteration 30Q (88176.870000 sec): 3 clusters
  Score: Raw -653709.702946 + Penalty 2794.241637 = -650915.461309
  nChanged 53
		SP:Iteration 31Q (88177.070000 sec): 3 clusters
  Score: Raw -653728.405253 + Penalty 2794.241637 = -650934.163616
  nChanged 38
		SP:Iteration 32Q (88177.260000 sec): 3 clusters
  Score: Raw -653739.664784 + Penalty 2794.241637 = -650945.423147
  nChanged 27
		SP:Iteration 33Q (88177.480000 sec): 3 clusters
  Score: Raw -653747.186463 + Penalty 2794.241637 = -650952.944826
  nChanged 24
		SP:Iteration 34Q (88177.710000 sec): 3 clusters
  Score: Raw -653752.596511 + Penalty 2794.241637 = -650958.354874
  nChanged 15
		SP:Iteration 35Q (88177.910000 sec): 3 clusters
  Score: Raw -653755.286382 + Penalty 2794.241637 = -650961.044745
  nChanged 14
		SP:Iteration 36Q (88178.060000 sec): 3 clusters
  Score: Raw -653758.485842 + Penalty 2794.241637 = -650964.244205
  nChanged 11
		SP:Iteration 37Q (88178.250000 sec): 3 clusters
  Score: Raw -653760.746978 + Penalty 2794.241637 = -650966.505341
  nChanged 5
		SP:Iteration 38Q (88178.470000 sec): 3 clusters
  Score: Raw -653761.801348 + Penalty 2794.241637 = -650967.559711
  nChanged 3
		SP:Iteration 39Q (88178.690000 sec): 3 clusters
  Score: Raw -653762.129813 + Penalty 2794.241637 = -650967.888176
  nChanged 4
		SP:Iteration 40F (88178.860000 sec): 3 clusters
  Score: Raw -653763.049371 + Penalty 2794.241637 = -650968.807734
  nChanged 6
		SP:Iteration 41Q (88179.080000 sec): 3 clusters
  Score: Raw -653764.680673 + Penalty 2794.241637 = -650970.439036
  nChanged 9
		SP:Iteration 42Q (88179.270000 sec): 3 clusters
  Score: Raw -653766.924783 + Penalty 2794.241637 = -650972.683146
  nChanged 11
		SP:Iteration 43Q (88179.460000 sec): 3 clusters
  Score: Raw -653769.096326 + Penalty 2794.241637 = -650974.854689
  nChanged 13
		SP:Iteration 44Q (88179.670000 sec): 3 clusters
  Score: Raw -653772.596371 + Penalty 2794.241637 = -650978.354734
  nChanged 16
		SP:Iteration 45Q (88179.870000 sec): 3 clusters
  Score: Raw -653776.307420 + Penalty 2794.241637 = -650982.065783
  nChanged 13
		SP:Iteration 46Q (88180.080000 sec): 3 clusters
  Score: Raw -653779.084521 + Penalty 2794.241637 = -650984.842884
  nChanged 18
		SP:Iteration 47Q (88180.300000 sec): 3 clusters
  Score: Raw -653783.334188 + Penalty 2794.241637 = -650989.092551
  nChanged 20
		SP:Iteration 48Q (88180.470000 sec): 3 clusters
  Score: Raw -653790.245380 + Penalty 2794.241637 = -650996.003743
  nChanged 17
		SP:Iteration 49Q (88180.680000 sec): 3 clusters
  Score: Raw -653796.419803 + Penalty 2794.241637 = -651002.178166
  nChanged 17
		SP:Iteration 50Q (88180.870000 sec): 3 clusters
  Score: Raw -653800.492222 + Penalty 2794.241637 = -651006.250585
  nChanged 13
		SP:Iteration 51Q (88181.040000 sec): 3 clusters
  Score: Raw -653804.189673 + Penalty 2794.241637 = -651009.948036
  nChanged 16
		SP:Iteration 52Q (88181.270000 sec): 3 clusters
  Score: Raw -653807.881770 + Penalty 2794.241637 = -651013.640133
  nChanged 11
		SP:Iteration 53Q (88181.510000 sec): 3 clusters
  Score: Raw -653810.564260 + Penalty 2794.241637 = -651016.322623
  nChanged 11
		SP:Iteration 54Q (88181.750000 sec): 3 clusters
  Score: Raw -653812.423379 + Penalty 2794.241637 = -651018.181742
  nChanged 6
		SP:Iteration 55Q (88181.990000 sec): 3 clusters
  Score: Raw -653814.058357 + Penalty 2794.241637 = -651019.816720
  nChanged 8
		SP:Iteration 56Q (88182.220000 sec): 3 clusters
  Score: Raw -653815.642977 + Penalty 2794.241637 = -651021.401340
  nChanged 11
		SP:Iteration 57Q (88182.390000 sec): 3 clusters
  Score: Raw -653818.088121 + Penalty 2794.241637 = -651023.846484
  nChanged 11
		SP:Iteration 58Q (88182.560000 sec): 3 clusters
  Score: Raw -653820.362810 + Penalty 2794.241637 = -651026.121173
  nChanged 8
		SP:Iteration 59Q (88182.770000 sec): 3 clusters
  Score: Raw -653822.638044 + Penalty 2794.241637 = -651028.396407
  nChanged 12
		SP:Iteration 60F (88183.020000 sec): 3 clusters
  Score: Raw -653825.339100 + Penalty 2794.241637 = -651031.097463
  nChanged 12
		SP:Iteration 61Q (88183.200000 sec): 3 clusters
  Score: Raw -653828.568490 + Penalty 2794.241637 = -651034.326853
  nChanged 15
		SP:Iteration 62Q (88183.390000 sec): 3 clusters
  Score: Raw -653831.094921 + Penalty 2794.241637 = -651036.853284
  nChanged 14
		SP:Iteration 63Q (88183.600000 sec): 3 clusters
  Score: Raw -653834.077308 + Penalty 2794.241637 = -651039.835671
  nChanged 9
		SP:Iteration 64Q (88183.780000 sec): 3 clusters
  Score: Raw -653836.135581 + Penalty 2794.241637 = -651041.893944
  nChanged 12
		SP:Iteration 65Q (88183.980000 sec): 3 clusters
  Score: Raw -653839.594204 + Penalty 2794.241637 = -651045.352567
  nChanged 11
		SP:Iteration 66Q (88184.190000 sec): 3 clusters
  Score: Raw -653842.712643 + Penalty 2794.241637 = -651048.471006
  nChanged 15
		SP:Iteration 67Q (88184.390000 sec): 3 clusters
  Score: Raw -653845.331779 + Penalty 2794.241637 = -651051.090142
  nChanged 12
		SP:Iteration 68Q (88184.560000 sec): 3 clusters
  Score: Raw -653847.924071 + Penalty 2794.241637 = -651053.682434
  nChanged 5
		SP:Iteration 69Q (88184.700000 sec): 3 clusters
  Score: Raw -653849.428411 + Penalty 2794.241637 = -651055.186774
  nChanged 5
		SP:Iteration 70Q (88184.900000 sec): 3 clusters
  Score: Raw -653850.847576 + Penalty 2794.241637 = -651056.605939
  nChanged 5
		SP:Iteration 71Q (88185.110000 sec): 3 clusters
  Score: Raw -653852.374289 + Penalty 2794.241637 = -651058.132652
  nChanged 7
		SP:Iteration 72Q (88185.310000 sec): 3 clusters
  Score: Raw -653854.612959 + Penalty 2794.241637 = -651060.371322
  nChanged 8
		SP:Iteration 73Q (88185.500000 sec): 3 clusters
  Score: Raw -653856.599169 + Penalty 2794.241637 = -651062.357532
  nChanged 3
		SP:Iteration 74Q (88185.740000 sec): 3 clusters
  Score: Raw -653857.195072 + Penalty 2794.241637 = -651062.953434
  nChanged 4
		SP:Iteration 75Q (88185.930000 sec): 3 clusters
  Score: Raw -653857.968075 + Penalty 2794.241637 = -651063.726438
  nChanged 3
		SP:Iteration 76Q (88186.150000 sec): 3 clusters
  Score: Raw -653858.553902 + Penalty 2794.241637 = -651064.312265
  nChanged 1
		SP:Iteration 77Q (88186.310000 sec): 3 clusters
  Score: Raw -653858.622327 + Penalty 2794.241637 = -651064.380690
  nChanged 1
		SP:Iteration 78Q (88186.540000 sec): 3 clusters
  Score: Raw -653858.770691 + Penalty 2794.241637 = -651064.529054
  nChanged 0
		SP:Iteration 79F (88186.740000 sec): 3 clusters
  Score: Raw -653858.770691 + Penalty 2794.241637 = -651064.529054
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88186.830000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88187.060000 sec): 3 clusters
  Score: Raw -23050.828758 + Penalty 1770.189646 = -21280.639112
  nChanged 47
		SP:Iteration 1F (88187.230000 sec): 3 clusters
  Score: Raw -23226.370726 + Penalty 1770.189646 = -21456.181080
  nChanged 12
		SP:Iteration 2F (88187.470000 sec): 3 clusters
  Score: Raw -23271.688367 + Penalty 1770.189646 = -21501.498722
  nChanged 6
		SP:Iteration 3Q (88187.620000 sec): 3 clusters
  Score: Raw -23287.488730 + Penalty 1770.189646 = -21517.299084
  nChanged 4
		SP:Iteration 4Q (88187.780000 sec): 3 clusters
  Score: Raw -23390.188093 + Penalty 1770.189646 = -21619.998448
  nChanged 2
		SP:Iteration 5Q (88187.950000 sec): 3 clusters
  Score: Raw -23405.106412 + Penalty 1770.189646 = -21634.916766
  nChanged 2
		SP:Iteration 6Q (88188.120000 sec): 3 clusters
  Score: Raw -23412.929736 + Penalty 1770.189646 = -21642.740090
  nChanged 1
		SP:Iteration 7Q (88188.290000 sec): 3 clusters
  Score: Raw -23413.986472 + Penalty 1770.189646 = -21643.796826
  nChanged 0
		SP:Iteration 8F (88188.460000 sec): 3 clusters
  Score: Raw -23413.986472 + Penalty 1770.189646 = -21643.796826
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88188.680000 sec): 2 clusters
  Score: Raw -1752523.432873 + Penalty 1557.797365 = -1750965.635508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88188.940000 sec): 3 clusters
  Score: Raw -1743997.555479 + Penalty 3115.594731 = -1740881.960749
  nChanged 6427
		SP:Iteration 1F (88189.230000 sec): 3 clusters
  Score: Raw -1747636.496161 + Penalty 3115.594731 = -1744520.901431
  nChanged 1001
		SP:Iteration 2F (88189.460000 sec): 3 clusters
  Score: Raw -1748154.241279 + Penalty 3115.594731 = -1745038.646549
  nChanged 947
		SP:Iteration 3F (88189.700000 sec): 3 clusters
  Score: Raw -1748716.546900 + Penalty 3115.594731 = -1745600.952170
  nChanged 921
		SP:Iteration 4F (88189.900000 sec): 3 clusters
  Score: Raw -1749250.792034 + Penalty 3115.594731 = -1746135.197304
  nChanged 791
		SP:Iteration 5F (88190.160000 sec): 3 clusters
  Score: Raw -1749677.487576 + Penalty 3115.594731 = -1746561.892845
  nChanged 709
		SP:Iteration 6Q (88190.410000 sec): 3 clusters
  Score: Raw -1750072.100331 + Penalty 3115.594731 = -1746956.505601
  nChanged 643
		SP:Iteration 7Q (88190.640000 sec): 3 clusters
  Score: Raw -1750394.216261 + Penalty 3115.594731 = -1747278.621531
  nChanged 504
		SP:Iteration 8Q (88190.880000 sec): 3 clusters
  Score: Raw -1750606.310894 + Penalty 3115.594731 = -1747490.716163
  nChanged 379
		SP:Iteration 9Q (88191.110000 sec): 3 clusters
  Score: Raw -1750779.007555 + Penalty 3115.594731 = -1747663.412824
  nChanged 325
		SP:Iteration 10Q (88191.360000 sec): 3 clusters
  Score: Raw -1750941.988489 + Penalty 3115.594731 = -1747826.393758
  nChanged 326
		SP:Iteration 11Q (88191.590000 sec): 3 clusters
  Score: Raw -1751112.004375 + Penalty 3115.594731 = -1747996.409644
  nChanged 315
		SP:Iteration 12Q (88191.870000 sec): 3 clusters
  Score: Raw -1751267.049527 + Penalty 3115.594731 = -1748151.454796
  nChanged 304
		SP:Iteration 13Q (88192.100000 sec): 3 clusters
  Score: Raw -1751407.732010 + Penalty 3115.594731 = -1748292.137279
  nChanged 278
		SP:Iteration 14Q (88192.430000 sec): 3 clusters
  Score: Raw -1751526.815223 + Penalty 3115.594731 = -1748411.220492
  nChanged 233
		SP:Iteration 15Q (88192.730000 sec): 3 clusters
  Score: Raw -1751627.517913 + Penalty 3115.594731 = -1748511.923182
  nChanged 200
		SP:Iteration 16Q (88193.040000 sec): 3 clusters
  Score: Raw -1751704.829279 + Penalty 3115.594731 = -1748589.234549
  nChanged 182
		SP:Iteration 17Q (88193.290000 sec): 3 clusters
  Score: Raw -1751773.661600 + Penalty 3115.594731 = -1748658.066869
  nChanged 166
		SP:Iteration 18Q (88193.580000 sec): 3 clusters
  Score: Raw -1751838.533859 + Penalty 3115.594731 = -1748722.939129
  nChanged 162
		SP:Iteration 19Q (88193.790000 sec): 3 clusters
  Score: Raw -1751912.682615 + Penalty 3115.594731 = -1748797.087885
  nChanged 174
		SP:Iteration 20F (88194.000000 sec): 3 clusters
  Score: Raw -1752008.415247 + Penalty 3115.594731 = -1748892.820516
  nChanged 212
		SP:Iteration 21Q (88194.310000 sec): 3 clusters
  Score: Raw -1752159.624279 + Penalty 3115.594731 = -1749044.029549
  nChanged 235
		SP:Iteration 22Q (88194.570000 sec): 3 clusters
  Score: Raw -1752357.672367 + Penalty 3115.594731 = -1749242.077637
  nChanged 252
		SP:Iteration 23Q (88194.830000 sec): 3 clusters
  Score: Raw -1752596.360048 + Penalty 3115.594731 = -1749480.765317
  nChanged 247
		SP:Iteration 24Q (88195.140000 sec): 3 clusters
  Score: Raw -1752826.152693 + Penalty 3115.594731 = -1749710.557963
  nChanged 229
		SP:Iteration 25Q (88195.410000 sec): 3 clusters
  Score: Raw -1753008.983168 + Penalty 3115.594731 = -1749893.388438
  nChanged 188
		SP:Iteration 26Q (88195.740000 sec): 3 clusters
  Score: Raw -1753118.652560 + Penalty 3115.594731 = -1750003.057829
  nChanged 112
		SP:Iteration 27Q (88195.950000 sec): 3 clusters
  Score: Raw -1753157.887546 + Penalty 3115.594731 = -1750042.292815
  nChanged 70
		SP:Iteration 28Q (88196.150000 sec): 3 clusters
  Score: Raw -1753178.345957 + Penalty 3115.594731 = -1750062.751226
  nChanged 58
		SP:Iteration 29Q (88196.400000 sec): 3 clusters
  Score: Raw -1753192.269955 + Penalty 3115.594731 = -1750076.675225
  nChanged 32
		SP:Iteration 30Q (88196.650000 sec): 3 clusters
  Score: Raw -1753197.786005 + Penalty 3115.594731 = -1750082.191275
  nChanged 27
		SP:Iteration 31Q (88196.920000 sec): 3 clusters
  Score: Raw -1753202.617781 + Penalty 3115.594731 = -1750087.023051
  nChanged 21
		SP:Iteration 32Q (88197.150000 sec): 3 clusters
  Score: Raw -1753206.354110 + Penalty 3115.594731 = -1750090.759380
  nChanged 25
		SP:Iteration 33Q (88197.390000 sec): 3 clusters
  Score: Raw -1753210.740067 + Penalty 3115.594731 = -1750095.145336
  nChanged 23
		SP:Iteration 34Q (88197.650000 sec): 3 clusters
  Score: Raw -1753214.798151 + Penalty 3115.594731 = -1750099.203420
  nChanged 17
		SP:Iteration 35Q (88197.900000 sec): 3 clusters
  Score: Raw -1753216.845796 + Penalty 3115.594731 = -1750101.251065
  nChanged 14
		SP:Iteration 36Q (88198.120000 sec): 3 clusters
  Score: Raw -1753218.532952 + Penalty 3115.594731 = -1750102.938222
  nChanged 7
		SP:Iteration 37Q (88198.390000 sec): 3 clusters
  Score: Raw -1753219.396935 + Penalty 3115.594731 = -1750103.802204
  nChanged 7
		SP:Iteration 38Q (88198.650000 sec): 3 clusters
  Score: Raw -1753220.440495 + Penalty 3115.594731 = -1750104.845764
  nChanged 5
		SP:Iteration 39Q (88198.870000 sec): 3 clusters
  Score: Raw -1753221.219934 + Penalty 3115.594731 = -1750105.625203
  nChanged 3
		SP:Iteration 40F (88199.140000 sec): 3 clusters
  Score: Raw -1753222.143837 + Penalty 3115.594731 = -1750106.549107
  nChanged 2
		SP:Iteration 41Q (88199.420000 sec): 3 clusters
  Score: Raw -1753222.829501 + Penalty 3115.594731 = -1750107.234770
  nChanged 2
		SP:Iteration 42Q (88199.700000 sec): 3 clusters
  Score: Raw -1753223.265621 + Penalty 3115.594731 = -1750107.670890
  nChanged 3
		SP:Iteration 43Q (88199.890000 sec): 3 clusters
  Score: Raw -1753223.646678 + Penalty 3115.594731 = -1750108.051947
  nChanged 0
		SP:Iteration 44F (88200.140000 sec): 3 clusters
  Score: Raw -1753223.646678 + Penalty 3115.594731 = -1750108.051947
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (7565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88200.300000 sec): 2 clusters
  Score: Raw -887038.255171 + Penalty 1451.334239 = -885586.920932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88200.470000 sec): 3 clusters
  Score: Raw -882917.692782 + Penalty 2902.668479 = -880015.024303
  nChanged 3145
		SP:Iteration 1F (88200.690000 sec): 3 clusters
  Score: Raw -884474.069342 + Penalty 2902.668479 = -881571.400863
  nChanged 450
		SP:Iteration 2F (88200.870000 sec): 3 clusters
  Score: Raw -884661.824872 + Penalty 2902.668479 = -881759.156394
  nChanged 376
		SP:Iteration 3Q (88201.110000 sec): 3 clusters
  Score: Raw -884808.580753 + Penalty 2902.668479 = -881905.912275
  nChanged 306
		SP:Iteration 4Q (88201.270000 sec): 3 clusters
  Score: Raw -884927.171085 + Penalty 2902.668479 = -882024.502607
  nChanged 251
		SP:Iteration 5Q (88201.450000 sec): 3 clusters
  Score: Raw -885020.147365 + Penalty 2902.668479 = -882117.478886
  nChanged 237
		SP:Iteration 6Q (88201.580000 sec): 3 clusters
  Score: Raw -885102.604733 + Penalty 2902.668479 = -882199.936254
  nChanged 211
		SP:Iteration 7Q (88201.760000 sec): 3 clusters
  Score: Raw -885175.730521 + Penalty 2902.668479 = -882273.062042
  nChanged 190
		SP:Iteration 8Q (88201.980000 sec): 3 clusters
  Score: Raw -885249.992255 + Penalty 2902.668479 = -882347.323776
  nChanged 200
		SP:Iteration 9Q (88202.090000 sec): 3 clusters
  Score: Raw -885324.742962 + Penalty 2902.668479 = -882422.074484
  nChanged 170
		SP:Iteration 10Q (88202.280000 sec): 3 clusters
  Score: Raw -885387.144763 + Penalty 2902.668479 = -882484.476285
  nChanged 181
		SP:Iteration 11Q (88202.430000 sec): 3 clusters
  Score: Raw -885473.542042 + Penalty 2902.668479 = -882570.873563
  nChanged 221
		SP:Iteration 12Q (88202.630000 sec): 3 clusters
  Score: Raw -885587.572920 + Penalty 2902.668479 = -882684.904442
  nChanged 209
		SP:Iteration 13Q (88202.790000 sec): 3 clusters
  Score: Raw -885704.976632 + Penalty 2902.668479 = -882802.308153
  nChanged 245
		SP:Iteration 14Q (88202.990000 sec): 3 clusters
  Score: Raw -885855.164178 + Penalty 2902.668479 = -882952.495699
  nChanged 262
		SP:Iteration 15Q (88203.160000 sec): 3 clusters
  Score: Raw -886009.690933 + Penalty 2902.668479 = -883107.022454
  nChanged 267
		SP:Iteration 16Q (88203.380000 sec): 3 clusters
  Score: Raw -886175.395431 + Penalty 2902.668479 = -883272.726952
  nChanged 287
		SP:Iteration 17Q (88203.480000 sec): 3 clusters
  Score: Raw -886370.061052 + Penalty 2902.668479 = -883467.392573
  nChanged 267
		SP:Iteration 18Q (88203.630000 sec): 3 clusters
  Score: Raw -886524.443962 + Penalty 2902.668479 = -883621.775484
  nChanged 242
		SP:Iteration 19Q (88203.850000 sec): 3 clusters
  Score: Raw -886663.350516 + Penalty 2902.668479 = -883760.682037
  nChanged 235
		SP:Iteration 20F (88204.040000 sec): 3 clusters
  Score: Raw -886777.300451 + Penalty 2902.668479 = -883874.631973
  nChanged 193
		SP:Iteration 21Q (88204.260000 sec): 3 clusters
  Score: Raw -886870.868613 + Penalty 2902.668479 = -883968.200134
  nChanged 175
		SP:Iteration 22Q (88204.480000 sec): 3 clusters
  Score: Raw -886945.203956 + Penalty 2902.668479 = -884042.535478
  nChanged 146
		SP:Iteration 23Q (88204.720000 sec): 3 clusters
  Score: Raw -887011.109025 + Penalty 2902.668479 = -884108.440546
  nChanged 127
		SP:Iteration 24Q (88204.850000 sec): 3 clusters
  Score: Raw -887057.095420 + Penalty 2902.668479 = -884154.426942
  nChanged 105
		SP:Iteration 25Q (88205.020000 sec): 3 clusters
  Score: Raw -887086.467990 + Penalty 2902.668479 = -884183.799512
  nChanged 70
		SP:Iteration 26Q (88205.180000 sec): 3 clusters
  Score: Raw -887108.134422 + Penalty 2902.668479 = -884205.465944
  nChanged 66
		SP:Iteration 27Q (88205.410000 sec): 3 clusters
  Score: Raw -887127.142993 + Penalty 2902.668479 = -884224.474515
  nChanged 61
		SP:Iteration 28Q (88205.550000 sec): 3 clusters
  Score: Raw -887143.321926 + Penalty 2902.668479 = -884240.653448
  nChanged 50
		SP:Iteration 29Q (88205.800000 sec): 3 clusters
  Score: Raw -887156.058403 + Penalty 2902.668479 = -884253.389925
  nChanged 47
		SP:Iteration 30Q (88205.950000 sec): 3 clusters
  Score: Raw -887166.292093 + Penalty 2902.668479 = -884263.623614
  nChanged 34
		SP:Iteration 31Q (88206.130000 sec): 3 clusters
  Score: Raw -887173.400359 + Penalty 2902.668479 = -884270.731881
  nChanged 32
		SP:Iteration 32Q (88206.330000 sec): 3 clusters
  Score: Raw -887180.025749 + Penalty 2902.668479 = -884277.357270
  nChanged 20
		SP:Iteration 33Q (88206.530000 sec): 3 clusters
  Score: Raw -887183.281962 + Penalty 2902.668479 = -884280.613483
  nChanged 10
		SP:Iteration 34Q (88206.730000 sec): 3 clusters
  Score: Raw -887184.800309 + Penalty 2902.668479 = -884282.131830
  nChanged 13
		SP:Iteration 35Q (88206.920000 sec): 3 clusters
  Score: Raw -887187.073989 + Penalty 2902.668479 = -884284.405510
  nChanged 14
		SP:Iteration 36Q (88207.120000 sec): 3 clusters
  Score: Raw -887189.532141 + Penalty 2902.668479 = -884286.863662
  nChanged 21
		SP:Iteration 37Q (88207.280000 sec): 3 clusters
  Score: Raw -887194.120501 + Penalty 2902.668479 = -884291.452022
  nChanged 14
		SP:Iteration 38Q (88207.440000 sec): 3 clusters
  Score: Raw -887197.087112 + Penalty 2902.668479 = -884294.418634
  nChanged 20
		SP:Iteration 39Q (88207.640000 sec): 3 clusters
  Score: Raw -887201.254718 + Penalty 2902.668479 = -884298.586240
  nChanged 23
		SP:Iteration 40F (88207.800000 sec): 3 clusters
  Score: Raw -887206.267895 + Penalty 2902.668479 = -884303.599417
  nChanged 25
		SP:Iteration 41Q (88207.980000 sec): 3 clusters
  Score: Raw -887212.082485 + Penalty 2902.668479 = -884309.414006
  nChanged 31
		SP:Iteration 42Q (88208.190000 sec): 3 clusters
  Score: Raw -887218.297142 + Penalty 2902.668479 = -884315.628663
  nChanged 30
		SP:Iteration 43Q (88208.420000 sec): 3 clusters
  Score: Raw -887224.219017 + Penalty 2902.668479 = -884321.550539
  nChanged 29
		SP:Iteration 44Q (88208.600000 sec): 3 clusters
  Score: Raw -887231.776840 + Penalty 2902.668479 = -884329.108361
  nChanged 28
		SP:Iteration 45Q (88208.830000 sec): 3 clusters
  Score: Raw -887239.062791 + Penalty 2902.668479 = -884336.394313
  nChanged 33
		SP:Iteration 46Q (88208.990000 sec): 3 clusters
  Score: Raw -887246.524452 + Penalty 2902.668479 = -884343.855973
  nChanged 31
		SP:Iteration 47Q (88209.150000 sec): 3 clusters
  Score: Raw -887253.655893 + Penalty 2902.668479 = -884350.987414
  nChanged 35
		SP:Iteration 48Q (88209.340000 sec): 3 clusters
  Score: Raw -887263.545058 + Penalty 2902.668479 = -884360.876579
  nChanged 39
		SP:Iteration 49Q (88209.510000 sec): 3 clusters
  Score: Raw -887272.851727 + Penalty 2902.668479 = -884370.183248
  nChanged 33
		SP:Iteration 50Q (88209.660000 sec): 3 clusters
  Score: Raw -887281.024371 + Penalty 2902.668479 = -884378.355892
  nChanged 33
		SP:Iteration 51Q (88209.860000 sec): 3 clusters
  Score: Raw -887290.230981 + Penalty 2902.668479 = -884387.562503
  nChanged 39
		SP:Iteration 52Q (88210.020000 sec): 3 clusters
  Score: Raw -887301.433948 + Penalty 2902.668479 = -884398.765470
  nChanged 22
		SP:Iteration 53Q (88210.200000 sec): 3 clusters
  Score: Raw -887307.110105 + Penalty 2902.668479 = -884404.441626
  nChanged 30
		SP:Iteration 54Q (88210.380000 sec): 3 clusters
  Score: Raw -887315.249923 + Penalty 2902.668479 = -884412.581445
  nChanged 35
		SP:Iteration 55Q (88210.590000 sec): 3 clusters
  Score: Raw -887323.983944 + Penalty 2902.668479 = -884421.315465
  nChanged 34
		SP:Iteration 56Q (88210.780000 sec): 3 clusters
  Score: Raw -887333.921180 + Penalty 2902.668479 = -884431.252702
  nChanged 28
		SP:Iteration 57Q (88210.980000 sec): 3 clusters
  Score: Raw -887339.931498 + Penalty 2902.668479 = -884437.263019
  nChanged 31
		SP:Iteration 58Q (88211.160000 sec): 3 clusters
  Score: Raw -887346.402945 + Penalty 2902.668479 = -884443.734466
  nChanged 28
		SP:Iteration 59Q (88211.350000 sec): 3 clusters
  Score: Raw -887352.790378 + Penalty 2902.668479 = -884450.121899
  nChanged 27
		SP:Iteration 60F (88211.580000 sec): 3 clusters
  Score: Raw -887360.225198 + Penalty 2902.668479 = -884457.556719
  nChanged 23
		SP:Iteration 61Q (88211.740000 sec): 3 clusters
  Score: Raw -887367.756824 + Penalty 2902.668479 = -884465.088346
  nChanged 29
		SP:Iteration 62Q (88211.940000 sec): 3 clusters
  Score: Raw -887376.500953 + Penalty 2902.668479 = -884473.832475
  nChanged 36
		SP:Iteration 63Q (88212.100000 sec): 3 clusters
  Score: Raw -887388.104577 + Penalty 2902.668479 = -884485.436098
  nChanged 41
		SP:Iteration 64Q (88212.330000 sec): 3 clusters
  Score: Raw -887399.000218 + Penalty 2902.668479 = -884496.331739
  nChanged 37
		SP:Iteration 65Q (88212.510000 sec): 3 clusters
  Score: Raw -887407.794139 + Penalty 2902.668479 = -884505.125661
  nChanged 25
		SP:Iteration 66Q (88212.690000 sec): 3 clusters
  Score: Raw -887413.132255 + Penalty 2902.668479 = -884510.463776
  nChanged 28
		SP:Iteration 67Q (88212.940000 sec): 3 clusters
  Score: Raw -887421.493260 + Penalty 2902.668479 = -884518.824782
  nChanged 30
		SP:Iteration 68Q (88213.170000 sec): 3 clusters
  Score: Raw -887429.206158 + Penalty 2902.668479 = -884526.537680
  nChanged 24
		SP:Iteration 69Q (88213.340000 sec): 3 clusters
  Score: Raw -887435.050785 + Penalty 2902.668479 = -884532.382306
  nChanged 21
		SP:Iteration 70Q (88213.560000 sec): 3 clusters
  Score: Raw -887439.150484 + Penalty 2902.668479 = -884536.482006
  nChanged 19
		SP:Iteration 71Q (88213.760000 sec): 3 clusters
  Score: Raw -887442.649644 + Penalty 2902.668479 = -884539.981166
  nChanged 13
		SP:Iteration 72Q (88213.930000 sec): 3 clusters
  Score: Raw -887445.105239 + Penalty 2902.668479 = -884542.436760
  nChanged 12
		SP:Iteration 73Q (88214.110000 sec): 3 clusters
  Score: Raw -887446.704900 + Penalty 2902.668479 = -884544.036422
  nChanged 11
		SP:Iteration 74Q (88214.320000 sec): 3 clusters
  Score: Raw -887448.356127 + Penalty 2902.668479 = -884545.687649
  nChanged 6
		SP:Iteration 75Q (88214.490000 sec): 3 clusters
  Score: Raw -887449.364424 + Penalty 2902.668479 = -884546.695946
  nChanged 5
		SP:Iteration 76Q (88214.670000 sec): 3 clusters
  Score: Raw -887450.264384 + Penalty 2902.668479 = -884547.595906
  nChanged 3
		SP:Iteration 77Q (88214.890000 sec): 3 clusters
  Score: Raw -887450.761222 + Penalty 2902.668479 = -884548.092744
  nChanged 4
		SP:Iteration 78Q (88215.070000 sec): 3 clusters
  Score: Raw -887451.161974 + Penalty 2902.668479 = -884548.493496
  nChanged 2
		SP:Iteration 79Q (88215.300000 sec): 3 clusters
  Score: Raw -887451.713276 + Penalty 2902.668479 = -884549.044797
  nChanged 7
		SP:Iteration 80F (88215.510000 sec): 3 clusters
  Score: Raw -887454.038754 + Penalty 2902.668479 = -884551.370275
  nChanged 10
		SP:Iteration 81Q (88215.710000 sec): 3 clusters
  Score: Raw -887456.300580 + Penalty 2902.668479 = -884553.632101
  nChanged 8
		SP:Iteration 82Q (88215.920000 sec): 3 clusters
  Score: Raw -887457.402658 + Penalty 2902.668479 = -884554.734179
  nChanged 14
		SP:Iteration 83Q (88216.130000 sec): 3 clusters
  Score: Raw -887460.027220 + Penalty 2902.668479 = -884557.358741
  nChanged 13
		SP:Iteration 84Q (88216.360000 sec): 3 clusters
  Score: Raw -887462.633620 + Penalty 2902.668479 = -884559.965141
  nChanged 13
		SP:Iteration 85Q (88216.550000 sec): 3 clusters
  Score: Raw -887465.201501 + Penalty 2902.668479 = -884562.533022
  nChanged 11
		SP:Iteration 86Q (88216.740000 sec): 3 clusters
  Score: Raw -887466.644527 + Penalty 2902.668479 = -884563.976049
  nChanged 11
		SP:Iteration 87Q (88216.930000 sec): 3 clusters
  Score: Raw -887468.373961 + Penalty 2902.668479 = -884565.705483
  nChanged 14
		SP:Iteration 88Q (88217.130000 sec): 3 clusters
  Score: Raw -887470.782259 + Penalty 2902.668479 = -884568.113780
  nChanged 12
		SP:Iteration 89Q (88217.330000 sec): 3 clusters
  Score: Raw -887472.858204 + Penalty 2902.668479 = -884570.189726
  nChanged 12
		SP:Iteration 90Q (88217.540000 sec): 3 clusters
  Score: Raw -887474.995670 + Penalty 2902.668479 = -884572.327191
  nChanged 7
		SP:Iteration 91Q (88217.720000 sec): 3 clusters
  Score: Raw -887476.064338 + Penalty 2902.668479 = -884573.395859
  nChanged 10
		SP:Iteration 92Q (88217.910000 sec): 3 clusters
  Score: Raw -887478.396470 + Penalty 2902.668479 = -884575.727991
  nChanged 15
		SP:Iteration 93Q (88218.090000 sec): 3 clusters
  Score: Raw -887481.460359 + Penalty 2902.668479 = -884578.791881
  nChanged 14
		SP:Iteration 94Q (88218.310000 sec): 3 clusters
  Score: Raw -887483.556194 + Penalty 2902.668479 = -884580.887715
  nChanged 6
		SP:Iteration 95Q (88218.510000 sec): 3 clusters
  Score: Raw -887484.905837 + Penalty 2902.668479 = -884582.237358
  nChanged 7
		SP:Iteration 96Q (88218.730000 sec): 3 clusters
  Score: Raw -887486.369161 + Penalty 2902.668479 = -884583.700683
  nChanged 9
		SP:Iteration 97Q (88218.890000 sec): 3 clusters
  Score: Raw -887488.066130 + Penalty 2902.668479 = -884585.397651
  nChanged 12
		SP:Iteration 98Q (88219.070000 sec): 3 clusters
  Score: Raw -887490.543841 + Penalty 2902.668479 = -884587.875363
  nChanged 13
		SP:Iteration 99Q (88219.260000 sec): 3 clusters
  Score: Raw -887492.867481 + Penalty 2902.668479 = -884590.199003
  nChanged 12
		SP:Iteration 100F (88219.490000 sec): 3 clusters
  Score: Raw -887494.639202 + Penalty 2902.668479 = -884591.970724
  nChanged 10
		SP:Iteration 101Q (88219.670000 sec): 3 clusters
  Score: Raw -887496.390099 + Penalty 2902.668479 = -884593.721621
  nChanged 10
		SP:Iteration 102Q (88219.870000 sec): 3 clusters
  Score: Raw -887498.027304 + Penalty 2902.668479 = -884595.358826
  nChanged 11
		SP:Iteration 103Q (88220.070000 sec): 3 clusters
  Score: Raw -887499.862838 + Penalty 2902.668479 = -884597.194359
  nChanged 9
		SP:Iteration 104Q (88220.300000 sec): 3 clusters
  Score: Raw -887500.751792 + Penalty 2902.668479 = -884598.083314
  nChanged 4
		SP:Iteration 105Q (88220.480000 sec): 3 clusters
  Score: Raw -887501.304070 + Penalty 2902.668479 = -884598.635591
  nChanged 4
		SP:Iteration 106Q (88220.660000 sec): 3 clusters
  Score: Raw -887501.902358 + Penalty 2902.668479 = -884599.233880
  nChanged 5
		SP:Iteration 107Q (88220.880000 sec): 3 clusters
  Score: Raw -887503.066269 + Penalty 2902.668479 = -884600.397791
  nChanged 7
		SP:Iteration 108Q (88221.080000 sec): 3 clusters
  Score: Raw -887504.647350 + Penalty 2902.668479 = -884601.978871
  nChanged 7
		SP:Iteration 109Q (88221.270000 sec): 3 clusters
  Score: Raw -887505.615853 + Penalty 2902.668479 = -884602.947374
  nChanged 10
		SP:Iteration 110Q (88221.460000 sec): 3 clusters
  Score: Raw -887507.037497 + Penalty 2902.668479 = -884604.369018
  nChanged 7
		SP:Iteration 111Q (88221.640000 sec): 3 clusters
  Score: Raw -887508.005381 + Penalty 2902.668479 = -884605.336903
  nChanged 6
		SP:Iteration 112Q (88221.830000 sec): 3 clusters
  Score: Raw -887509.084488 + Penalty 2902.668479 = -884606.416009
  nChanged 2
		SP:Iteration 113Q (88222.040000 sec): 3 clusters
  Score: Raw -887509.365363 + Penalty 2902.668479 = -884606.696885
  nChanged 4
		SP:Iteration 114Q (88222.240000 sec): 3 clusters
  Score: Raw -887509.892986 + Penalty 2902.668479 = -884607.224508
  nChanged 6
		SP:Iteration 115Q (88222.450000 sec): 3 clusters
  Score: Raw -887510.749852 + Penalty 2902.668479 = -884608.081374
  nChanged 5
		SP:Iteration 116Q (88222.640000 sec): 3 clusters
  Score: Raw -887511.453442 + Penalty 2902.668479 = -884608.784964
  nChanged 6
		SP:Iteration 117Q (88222.840000 sec): 3 clusters
  Score: Raw -887512.650262 + Penalty 2902.668479 = -884609.981783
  nChanged 5
		SP:Iteration 118Q (88223.050000 sec): 3 clusters
  Score: Raw -887513.530987 + Penalty 2902.668479 = -884610.862509
  nChanged 5
		SP:Iteration 119Q (88223.240000 sec): 3 clusters
  Score: Raw -887514.802947 + Penalty 2902.668479 = -884612.134469
  nChanged 8
		SP:Iteration 120F (88223.410000 sec): 3 clusters
  Score: Raw -887516.233106 + Penalty 2902.668479 = -884613.564628
  nChanged 10
		SP:Iteration 121Q (88223.610000 sec): 3 clusters
  Score: Raw -887518.035844 + Penalty 2902.668479 = -884615.367365
  nChanged 6
		SP:Iteration 122Q (88223.850000 sec): 3 clusters
  Score: Raw -887518.781969 + Penalty 2902.668479 = -884616.113490
  nChanged 7
		SP:Iteration 123Q (88224.030000 sec): 3 clusters
  Score: Raw -887519.832899 + Penalty 2902.668479 = -884617.164420
  nChanged 6
		SP:Iteration 124Q (88224.240000 sec): 3 clusters
  Score: Raw -887520.655286 + Penalty 2902.668479 = -884617.986808
  nChanged 3
		SP:Iteration 125Q (88224.440000 sec): 3 clusters
  Score: Raw -887521.049794 + Penalty 2902.668479 = -884618.381316
  nChanged 1
		SP:Iteration 126Q (88224.680000 sec): 3 clusters
  Score: Raw -887521.088277 + Penalty 2902.668479 = -884618.419799
  nChanged 1
		SP:Iteration 127Q (88224.870000 sec): 3 clusters
  Score: Raw -887521.125984 + Penalty 2902.668479 = -884618.457505
  nChanged 0
		SP:Iteration 128F (88225.090000 sec): 3 clusters
  Score: Raw -887521.125984 + Penalty 2902.668479 = -884618.457505
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88225.220000 sec): 2 clusters
  Score: Raw -933424.026840 + Penalty 1461.250169 = -931962.776671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88225.380000 sec): 3 clusters
  Score: Raw -929020.278607 + Penalty 2922.500338 = -926097.778269
  nChanged 3361
		SP:Iteration 1F (88225.640000 sec): 3 clusters
  Score: Raw -930933.220718 + Penalty 2922.500338 = -928010.720380
  nChanged 564
		SP:Iteration 2F (88225.820000 sec): 3 clusters
  Score: Raw -931242.089283 + Penalty 2922.500338 = -928319.588945
  nChanged 484
		SP:Iteration 3F (88226.020000 sec): 3 clusters
  Score: Raw -931537.505307 + Penalty 2922.500338 = -928615.004969
  nChanged 459
		SP:Iteration 4F (88226.230000 sec): 3 clusters
  Score: Raw -931838.032163 + Penalty 2922.500338 = -928915.531825
  nChanged 481
		SP:Iteration 5F (88226.400000 sec): 3 clusters
  Score: Raw -932181.065731 + Penalty 2922.500338 = -929258.565393
  nChanged 469
		SP:Iteration 6F (88226.630000 sec): 3 clusters
  Score: Raw -932538.673702 + Penalty 2922.500338 = -929616.173364
  nChanged 425
		SP:Iteration 7F (88226.810000 sec): 3 clusters
  Score: Raw -932885.330386 + Penalty 2922.500338 = -929962.830048
  nChanged 358
		SP:Iteration 8Q (88227.000000 sec): 3 clusters
  Score: Raw -933198.719351 + Penalty 2922.500338 = -930276.219013
  nChanged 285
		SP:Iteration 9Q (88227.210000 sec): 3 clusters
  Score: Raw -933394.559939 + Penalty 2922.500338 = -930472.059600
  nChanged 166
		SP:Iteration 10Q (88227.370000 sec): 3 clusters
  Score: Raw -933499.550252 + Penalty 2922.500338 = -930577.049914
  nChanged 111
		SP:Iteration 11Q (88227.580000 sec): 3 clusters
  Score: Raw -933571.293054 + Penalty 2922.500338 = -930648.792716
  nChanged 97
		SP:Iteration 12Q (88227.800000 sec): 3 clusters
  Score: Raw -933623.866292 + Penalty 2922.500338 = -930701.365953
  nChanged 72
		SP:Iteration 13Q (88227.960000 sec): 3 clusters
  Score: Raw -933651.253655 + Penalty 2922.500338 = -930728.753317
  nChanged 42
		SP:Iteration 14Q (88228.150000 sec): 3 clusters
  Score: Raw -933663.257514 + Penalty 2922.500338 = -930740.757176
  nChanged 24
		SP:Iteration 15Q (88228.370000 sec): 3 clusters
  Score: Raw -933670.167330 + Penalty 2922.500338 = -930747.666992
  nChanged 22
		SP:Iteration 16Q (88228.520000 sec): 3 clusters
  Score: Raw -933676.390929 + Penalty 2922.500338 = -930753.890591
  nChanged 12
		SP:Iteration 17Q (88228.710000 sec): 3 clusters
  Score: Raw -933679.172442 + Penalty 2922.500338 = -930756.672104
  nChanged 11
		SP:Iteration 18Q (88228.920000 sec): 3 clusters
  Score: Raw -933682.481179 + Penalty 2922.500338 = -930759.980841
  nChanged 13
		SP:Iteration 19Q (88229.120000 sec): 3 clusters
  Score: Raw -933685.412306 + Penalty 2922.500338 = -930762.911967
  nChanged 7
		SP:Iteration 20F (88229.330000 sec): 3 clusters
  Score: Raw -933688.336476 + Penalty 2922.500338 = -930765.836138
  nChanged 14
		SP:Iteration 21Q (88229.490000 sec): 3 clusters
  Score: Raw -933692.853067 + Penalty 2922.500338 = -930770.352729
  nChanged 12
		SP:Iteration 22Q (88229.700000 sec): 3 clusters
  Score: Raw -933696.843589 + Penalty 2922.500338 = -930774.343251
  nChanged 11
		SP:Iteration 23Q (88229.910000 sec): 3 clusters
  Score: Raw -933700.299272 + Penalty 2922.500338 = -930777.798934
  nChanged 16
		SP:Iteration 24Q (88230.080000 sec): 3 clusters
  Score: Raw -933704.016366 + Penalty 2922.500338 = -930781.516028
  nChanged 12
		SP:Iteration 25Q (88230.280000 sec): 3 clusters
  Score: Raw -933708.218140 + Penalty 2922.500338 = -930785.717802
  nChanged 11
		SP:Iteration 26Q (88230.520000 sec): 3 clusters
  Score: Raw -933712.508651 + Penalty 2922.500338 = -930790.008313
  nChanged 14
		SP:Iteration 27Q (88230.680000 sec): 3 clusters
  Score: Raw -933716.916924 + Penalty 2922.500338 = -930794.416586
  nChanged 12
		SP:Iteration 28Q (88230.940000 sec): 3 clusters
  Score: Raw -933721.085505 + Penalty 2922.500338 = -930798.585167
  nChanged 18
		SP:Iteration 29Q (88231.150000 sec): 3 clusters
  Score: Raw -933727.524210 + Penalty 2922.500338 = -930805.023872
  nChanged 18
		SP:Iteration 30Q (88231.320000 sec): 3 clusters
  Score: Raw -933732.890198 + Penalty 2922.500338 = -930810.389860
  nChanged 12
		SP:Iteration 31Q (88231.540000 sec): 3 clusters
  Score: Raw -933736.934515 + Penalty 2922.500338 = -930814.434176
  nChanged 18
		SP:Iteration 32Q (88231.740000 sec): 3 clusters
  Score: Raw -933741.482567 + Penalty 2922.500338 = -930818.982228
  nChanged 13
		SP:Iteration 33Q (88231.950000 sec): 3 clusters
  Score: Raw -933747.202533 + Penalty 2922.500338 = -930824.702195
  nChanged 14
		SP:Iteration 34Q (88232.150000 sec): 3 clusters
  Score: Raw -933753.995029 + Penalty 2922.500338 = -930831.494691
  nChanged 21
		SP:Iteration 35Q (88232.350000 sec): 3 clusters
  Score: Raw -933764.959751 + Penalty 2922.500338 = -930842.459412
  nChanged 18
		SP:Iteration 36Q (88232.540000 sec): 3 clusters
  Score: Raw -933771.445633 + Penalty 2922.500338 = -930848.945295
  nChanged 12
		SP:Iteration 37Q (88232.740000 sec): 3 clusters
  Score: Raw -933776.508496 + Penalty 2922.500338 = -930854.008157
  nChanged 12
		SP:Iteration 38Q (88232.930000 sec): 3 clusters
  Score: Raw -933780.423723 + Penalty 2922.500338 = -930857.923385
  nChanged 9
		SP:Iteration 39Q (88233.150000 sec): 3 clusters
  Score: Raw -933784.025844 + Penalty 2922.500338 = -930861.525506
  nChanged 15
		SP:Iteration 40F (88233.340000 sec): 3 clusters
  Score: Raw -933790.959514 + Penalty 2922.500338 = -930868.459175
  nChanged 17
		SP:Iteration 41Q (88233.520000 sec): 3 clusters
  Score: Raw -933803.772785 + Penalty 2922.500338 = -930881.272446
  nChanged 22
		SP:Iteration 42Q (88233.740000 sec): 3 clusters
  Score: Raw -933822.827749 + Penalty 2922.500338 = -930900.327411
  nChanged 25
		SP:Iteration 43Q (88233.980000 sec): 3 clusters
  Score: Raw -933839.616466 + Penalty 2922.500338 = -930917.116128
  nChanged 26
		SP:Iteration 44Q (88234.140000 sec): 3 clusters
  Score: Raw -933855.232802 + Penalty 2922.500338 = -930932.732464
  nChanged 29
		SP:Iteration 45Q (88234.340000 sec): 3 clusters
  Score: Raw -933873.268015 + Penalty 2922.500338 = -930950.767677
  nChanged 32
		SP:Iteration 46Q (88234.500000 sec): 3 clusters
  Score: Raw -933889.309469 + Penalty 2922.500338 = -930966.809131
  nChanged 23
		SP:Iteration 47Q (88234.720000 sec): 3 clusters
  Score: Raw -933895.932994 + Penalty 2922.500338 = -930973.432656
  nChanged 8
		SP:Iteration 48Q (88234.920000 sec): 3 clusters
  Score: Raw -933898.078471 + Penalty 2922.500338 = -930975.578133
  nChanged 7
		SP:Iteration 49Q (88235.110000 sec): 3 clusters
  Score: Raw -933900.830451 + Penalty 2922.500338 = -930978.330113
  nChanged 4
		SP:Iteration 50Q (88235.320000 sec): 3 clusters
  Score: Raw -933901.854296 + Penalty 2922.500338 = -930979.353958
  nChanged 4
		SP:Iteration 51Q (88235.540000 sec): 3 clusters
  Score: Raw -933902.819488 + Penalty 2922.500338 = -930980.319150
  nChanged 7
		SP:Iteration 52Q (88235.740000 sec): 3 clusters
  Score: Raw -933904.696769 + Penalty 2922.500338 = -930982.196431
  nChanged 4
		SP:Iteration 53Q (88235.920000 sec): 3 clusters
  Score: Raw -933905.666213 + Penalty 2922.500338 = -930983.165875
  nChanged 4
		SP:Iteration 54Q (88236.120000 sec): 3 clusters
  Score: Raw -933906.132162 + Penalty 2922.500338 = -930983.631824
  nChanged 4
		SP:Iteration 55Q (88236.320000 sec): 3 clusters
  Score: Raw -933907.433978 + Penalty 2922.500338 = -930984.933640
  nChanged 9
		SP:Iteration 56Q (88236.510000 sec): 3 clusters
  Score: Raw -933909.470956 + Penalty 2922.500338 = -930986.970618
  nChanged 5
		SP:Iteration 57Q (88236.690000 sec): 3 clusters
  Score: Raw -933911.098208 + Penalty 2922.500338 = -930988.597870
  nChanged 5
		SP:Iteration 58Q (88236.900000 sec): 3 clusters
  Score: Raw -933912.165459 + Penalty 2922.500338 = -930989.665121
  nChanged 3
		SP:Iteration 59Q (88237.120000 sec): 3 clusters
  Score: Raw -933912.434976 + Penalty 2922.500338 = -930989.934638
  nChanged 1
		SP:Iteration 60F (88237.320000 sec): 3 clusters
  Score: Raw -933912.517748 + Penalty 2922.500338 = -930990.017410
  nChanged 1
		SP:Iteration 61Q (88237.530000 sec): 3 clusters
  Score: Raw -933912.685358 + Penalty 2922.500338 = -930990.185020
  nChanged 1
		SP:Iteration 62Q (88237.700000 sec): 3 clusters
  Score: Raw -933912.905075 + Penalty 2922.500338 = -930990.404736
  nChanged 0
		SP:Iteration 63F (88237.940000 sec): 3 clusters
  Score: Raw -933912.905075 + Penalty 2922.500338 = -930990.404736
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88238.020000 sec): 2 clusters
  Score: Raw -48261.956024 + Penalty 981.541391 = -47280.414634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88238.220000 sec): 3 clusters
  Score: Raw -48257.514954 + Penalty 1963.082781 = -46294.432172
  nChanged 105
		SP:Iteration 1F (88238.350000 sec): 3 clusters
  Score: Raw -48461.506245 + Penalty 1963.082781 = -46498.423464
  nChanged 35
		SP:Iteration 2F (88238.520000 sec): 3 clusters
  Score: Raw -48565.857202 + Penalty 1963.082781 = -46602.774421
  nChanged 22
		SP:Iteration 3F (88238.680000 sec): 3 clusters
  Score: Raw -48678.803357 + Penalty 1963.082781 = -46715.720576
  nChanged 16
		SP:Iteration 4Q (88238.780000 sec): 3 clusters
  Score: Raw -48785.962642 + Penalty 1963.082781 = -46822.879861
  nChanged 12
		SP:Iteration 5Q (88238.960000 sec): 3 clusters
  Score: Raw -48831.389845 + Penalty 1963.082781 = -46868.307064
  nChanged 10
		SP:Iteration 6Q (88239.100000 sec): 3 clusters
  Score: Raw -48911.065512 + Penalty 1963.082781 = -46947.982731
  nChanged 13
		SP:Iteration 7Q (88239.260000 sec): 3 clusters
  Score: Raw -48945.231512 + Penalty 1963.082781 = -46982.148731
  nChanged 1
		SP:Iteration 8Q (88239.430000 sec): 3 clusters
  Score: Raw -48945.967841 + Penalty 1963.082781 = -46982.885060
  nChanged 0
		SP:Iteration 9F (88239.660000 sec): 3 clusters
  Score: Raw -48945.967841 + Penalty 1963.082781 = -46982.885060
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88239.750000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88239.890000 sec): 3 clusters
  Score: Raw -61219.487049 + Penalty 2057.159294 = -59162.327755
  nChanged 137
		SP:Iteration 1F (88240.050000 sec): 3 clusters
  Score: Raw -61432.406019 + Penalty 2057.159294 = -59375.246724
  nChanged 48
		SP:Iteration 2F (88240.210000 sec): 3 clusters
  Score: Raw -61532.599828 + Penalty 2057.159294 = -59475.440533
  nChanged 40
		SP:Iteration 3F (88240.360000 sec): 3 clusters
  Score: Raw -61644.406614 + Penalty 2057.159294 = -59587.247320
  nChanged 28
		SP:Iteration 4Q (88240.500000 sec): 3 clusters
  Score: Raw -61703.856137 + Penalty 2057.159294 = -59646.696842
  nChanged 13
		SP:Iteration 5Q (88240.690000 sec): 3 clusters
  Score: Raw -61723.798843 + Penalty 2057.159294 = -59666.639548
  nChanged 4
		SP:Iteration 6Q (88240.880000 sec): 3 clusters
  Score: Raw -61727.527743 + Penalty 2057.159294 = -59670.368449
  nChanged 2
		SP:Iteration 7Q (88241.020000 sec): 3 clusters
  Score: Raw -61729.198693 + Penalty 2057.159294 = -59672.039399
  nChanged 2
		SP:Iteration 8Q (88241.200000 sec): 3 clusters
  Score: Raw -61731.865206 + Penalty 2057.159294 = -59674.705912
  nChanged 5
		SP:Iteration 9Q (88241.370000 sec): 3 clusters
  Score: Raw -61739.665168 + Penalty 2057.159294 = -59682.505874
  nChanged 2
		SP:Iteration 10Q (88241.540000 sec): 3 clusters
  Score: Raw -61744.542606 + Penalty 2057.159294 = -59687.383311
  nChanged 1
		SP:Iteration 11Q (88241.750000 sec): 3 clusters
  Score: Raw -61745.261023 + Penalty 2057.159294 = -59688.101729
  nChanged 0
		SP:Iteration 12F (88241.900000 sec): 3 clusters
  Score: Raw -61745.261023 + Penalty 2057.159294 = -59688.101729
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88242.010000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88242.160000 sec): 3 clusters
  Score: Raw -19089.478310 + Penalty 1713.724857 = -17375.753454
  nChanged 43
		SP:Iteration 1F (88242.310000 sec): 3 clusters
  Score: Raw -19261.000046 + Penalty 1713.724857 = -17547.275190
  nChanged 15
		SP:Iteration 2F (88242.460000 sec): 3 clusters
  Score: Raw -19347.319423 + Penalty 1713.724857 = -17633.594566
  nChanged 7
		SP:Iteration 3Q (88242.640000 sec): 3 clusters
  Score: Raw -19400.224071 + Penalty 1713.724857 = -17686.499214
  nChanged 2
		SP:Iteration 4Q (88242.820000 sec): 3 clusters
  Score: Raw -19415.000668 + Penalty 1713.724857 = -17701.275812
  nChanged 0
		SP:Iteration 5F (88243.010000 sec): 3 clusters
  Score: Raw -19415.000668 + Penalty 1713.724857 = -17701.275812
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88243.070000 sec): 2 clusters
  Score: Raw -21153.773856 + Penalty 901.724864 = -20252.048992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88243.260000 sec): 3 clusters
  Score: Raw -21388.417819 + Penalty 1803.449728 = -19584.968091
  nChanged 54
		SP:Iteration 1F (88243.470000 sec): 3 clusters
  Score: Raw -21533.714789 + Penalty 1803.449728 = -19730.265062
  nChanged 21
		SP:Iteration 2F (88243.600000 sec): 3 clusters
  Score: Raw -21592.376954 + Penalty 1803.449728 = -19788.927226
  nChanged 4
		SP:Iteration 3Q (88243.830000 sec): 3 clusters
  Score: Raw -21629.525683 + Penalty 1803.449728 = -19826.075955
  nChanged 3
		SP:Iteration 4Q (88244.030000 sec): 3 clusters
  Score: Raw -21637.935750 + Penalty 1803.449728 = -19834.486022
  nChanged 3
		SP:Iteration 5Q (88244.190000 sec): 3 clusters
  Score: Raw -21651.620465 + Penalty 1803.449728 = -19848.170737
  nChanged 1
		SP:Iteration 6Q (88244.330000 sec): 3 clusters
  Score: Raw -21664.255697 + Penalty 1803.449728 = -19860.805969
  nChanged 2
		SP:Iteration 7Q (88244.450000 sec): 3 clusters
  Score: Raw -21671.244331 + Penalty 1803.449728 = -19867.794603
  nChanged 0
		SP:Iteration 8F (88244.660000 sec): 3 clusters
  Score: Raw -21671.244331 + Penalty 1803.449728 = -19867.794603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88244.750000 sec): 2 clusters
  Score: Raw -25167.375888 + Penalty 886.489681 = -24280.886207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88244.880000 sec): 3 clusters
  Score: Raw -25232.548918 + Penalty 1772.979362 = -23459.569556
  nChanged 36
		SP:Iteration 1F (88245.050000 sec): 3 clusters
  Score: Raw -25332.761565 + Penalty 1772.979362 = -23559.782203
  nChanged 12
		SP:Iteration 2F (88245.230000 sec): 3 clusters
  Score: Raw -25387.679815 + Penalty 1772.979362 = -23614.700452
  nChanged 9
		SP:Iteration 3Q (88245.420000 sec): 3 clusters
  Score: Raw -25424.430680 + Penalty 1772.979362 = -23651.451318
  nChanged 5
		SP:Iteration 4Q (88245.600000 sec): 3 clusters
  Score: Raw -25439.942966 + Penalty 1772.979362 = -23666.963603
  nChanged 3
		SP:Iteration 5Q (88245.810000 sec): 3 clusters
  Score: Raw -25455.980378 + Penalty 1772.979362 = -23683.001016
  nChanged 3
		SP:Iteration 6Q (88245.970000 sec): 3 clusters
  Score: Raw -25469.776332 + Penalty 1772.979362 = -23696.796969
  nChanged 0
		SP:Iteration 7F (88246.140000 sec): 3 clusters
  Score: Raw -25469.776332 + Penalty 1772.979362 = -23696.796969
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88246.250000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88246.410000 sec): 3 clusters
  Score: Raw -67798.684742 + Penalty 2077.373062 = -65721.311680
  nChanged 159
		SP:Iteration 1F (88246.630000 sec): 3 clusters
  Score: Raw -68025.619397 + Penalty 2077.373062 = -65948.246335
  nChanged 62
		SP:Iteration 2F (88246.800000 sec): 3 clusters
  Score: Raw -68159.722438 + Penalty 2077.373062 = -66082.349377
  nChanged 42
		SP:Iteration 3F (88246.970000 sec): 3 clusters
  Score: Raw -68242.001834 + Penalty 2077.373062 = -66164.628772
  nChanged 35
		SP:Iteration 4F (88247.160000 sec): 3 clusters
  Score: Raw -68311.541212 + Penalty 2077.373062 = -66234.168150
  nChanged 21
		SP:Iteration 5Q (88247.360000 sec): 3 clusters
  Score: Raw -68351.519088 + Penalty 2077.373062 = -66274.146026
  nChanged 12
		SP:Iteration 6Q (88247.550000 sec): 3 clusters
  Score: Raw -68378.399140 + Penalty 2077.373062 = -66301.026078
  nChanged 11
		SP:Iteration 7Q (88247.730000 sec): 3 clusters
  Score: Raw -68415.518689 + Penalty 2077.373062 = -66338.145627
  nChanged 8
		SP:Iteration 8Q (88247.870000 sec): 3 clusters
  Score: Raw -68436.225036 + Penalty 2077.373062 = -66358.851974
  nChanged 5
		SP:Iteration 9Q (88248.040000 sec): 3 clusters
  Score: Raw -68445.611320 + Penalty 2077.373062 = -66368.238258
  nChanged 5
		SP:Iteration 10Q (88248.230000 sec): 3 clusters
  Score: Raw -68450.910454 + Penalty 2077.373062 = -66373.537393
  nChanged 2
		SP:Iteration 11Q (88248.380000 sec): 3 clusters
  Score: Raw -68453.903527 + Penalty 2077.373062 = -66376.530465
  nChanged 1
		SP:Iteration 12Q (88248.560000 sec): 3 clusters
  Score: Raw -68454.896961 + Penalty 2077.373062 = -66377.523899
  nChanged 0
		SP:Iteration 13F (88248.710000 sec): 3 clusters
  Score: Raw -68454.896961 + Penalty 2077.373062 = -66377.523899
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88248.830000 sec): 2 clusters
  Score: Raw -185603.560824 + Penalty 1197.867010 = -184405.693814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88249.020000 sec): 3 clusters
  Score: Raw -185004.223935 + Penalty 2395.734021 = -182608.489914
  nChanged 521
		SP:Iteration 1F (88249.150000 sec): 3 clusters
  Score: Raw -185363.302272 + Penalty 2395.734021 = -182967.568251
  nChanged 125
		SP:Iteration 2F (88249.350000 sec): 3 clusters
  Score: Raw -185474.961469 + Penalty 2395.734021 = -183079.227448
  nChanged 81
		SP:Iteration 3F (88249.510000 sec): 3 clusters
  Score: Raw -185545.018216 + Penalty 2395.734021 = -183149.284195
  nChanged 60
		SP:Iteration 4Q (88249.710000 sec): 3 clusters
  Score: Raw -185595.215029 + Penalty 2395.734021 = -183199.481008
  nChanged 60
		SP:Iteration 5Q (88249.850000 sec): 3 clusters
  Score: Raw -185650.233138 + Penalty 2395.734021 = -183254.499117
  nChanged 49
		SP:Iteration 6Q (88250.060000 sec): 3 clusters
  Score: Raw -185701.803583 + Penalty 2395.734021 = -183306.069562
  nChanged 49
		SP:Iteration 7Q (88250.210000 sec): 3 clusters
  Score: Raw -185752.669122 + Penalty 2395.734021 = -183356.935101
  nChanged 45
		SP:Iteration 8Q (88250.370000 sec): 3 clusters
  Score: Raw -185800.928043 + Penalty 2395.734021 = -183405.194023
  nChanged 40
		SP:Iteration 9Q (88250.540000 sec): 3 clusters
  Score: Raw -185833.958137 + Penalty 2395.734021 = -183438.224117
  nChanged 34
		SP:Iteration 10Q (88250.720000 sec): 3 clusters
  Score: Raw -185864.453253 + Penalty 2395.734021 = -183468.719232
  nChanged 30
		SP:Iteration 11Q (88250.930000 sec): 3 clusters
  Score: Raw -185888.117849 + Penalty 2395.734021 = -183492.383828
  nChanged 20
		SP:Iteration 12Q (88251.090000 sec): 3 clusters
  Score: Raw -185898.913093 + Penalty 2395.734021 = -183503.179072
  nChanged 6
		SP:Iteration 13Q (88251.230000 sec): 3 clusters
  Score: Raw -185903.085910 + Penalty 2395.734021 = -183507.351890
  nChanged 6
		SP:Iteration 14Q (88251.420000 sec): 3 clusters
  Score: Raw -185907.295580 + Penalty 2395.734021 = -183511.561560
  nChanged 0
		SP:Iteration 15F (88251.650000 sec): 3 clusters
  Score: Raw -185907.295580 + Penalty 2395.734021 = -183511.561560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88251.810000 sec): 2 clusters
  Score: Raw -2154463.465376 + Penalty 1587.478531 = -2152875.986845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88252.090000 sec): 3 clusters
  Score: Raw -2143947.014461 + Penalty 3174.957061 = -2140772.057400
  nChanged 7838
		SP:Iteration 1F (88252.360000 sec): 3 clusters
  Score: Raw -2148311.978614 + Penalty 3174.957061 = -2145137.021553
  nChanged 858
		SP:Iteration 2Q (88252.600000 sec): 3 clusters
  Score: Raw -2148628.789668 + Penalty 3174.957061 = -2145453.832607
  nChanged 791
		SP:Iteration 3Q (88252.830000 sec): 3 clusters
  Score: Raw -2148945.833083 + Penalty 3174.957061 = -2145770.876022
  nChanged 775
		SP:Iteration 4Q (88253.100000 sec): 3 clusters
  Score: Raw -2149257.362413 + Penalty 3174.957061 = -2146082.405352
  nChanged 718
		SP:Iteration 5Q (88253.430000 sec): 3 clusters
  Score: Raw -2149546.294991 + Penalty 3174.957061 = -2146371.337930
  nChanged 694
		SP:Iteration 6Q (88253.710000 sec): 3 clusters
  Score: Raw -2149839.510383 + Penalty 3174.957061 = -2146664.553322
  nChanged 712
		SP:Iteration 7Q (88253.930000 sec): 3 clusters
  Score: Raw -2150126.984641 + Penalty 3174.957061 = -2146952.027580
  nChanged 727
		SP:Iteration 8Q (88254.200000 sec): 3 clusters
  Score: Raw -2150437.899552 + Penalty 3174.957061 = -2147262.942490
  nChanged 696
		SP:Iteration 9Q (88254.440000 sec): 3 clusters
  Score: Raw -2150717.056288 + Penalty 3174.957061 = -2147542.099227
  nChanged 639
		SP:Iteration 10Q (88254.670000 sec): 3 clusters
  Score: Raw -2150957.463040 + Penalty 3174.957061 = -2147782.505979
  nChanged 584
		SP:Iteration 11Q (88254.960000 sec): 3 clusters
  Score: Raw -2151211.639578 + Penalty 3174.957061 = -2148036.682517
  nChanged 577
		SP:Iteration 12Q (88255.190000 sec): 3 clusters
  Score: Raw -2151431.148170 + Penalty 3174.957061 = -2148256.191109
  nChanged 497
		SP:Iteration 13Q (88255.420000 sec): 3 clusters
  Score: Raw -2151614.993632 + Penalty 3174.957061 = -2148440.036571
  nChanged 470
		SP:Iteration 14Q (88255.650000 sec): 3 clusters
  Score: Raw -2151796.929135 + Penalty 3174.957061 = -2148621.972074
  nChanged 448
		SP:Iteration 15Q (88255.930000 sec): 3 clusters
  Score: Raw -2151972.813767 + Penalty 3174.957061 = -2148797.856706
  nChanged 404
		SP:Iteration 16Q (88256.130000 sec): 3 clusters
  Score: Raw -2152136.006015 + Penalty 3174.957061 = -2148961.048954
  nChanged 353
		SP:Iteration 17Q (88256.390000 sec): 3 clusters
  Score: Raw -2152259.999823 + Penalty 3174.957061 = -2149085.042762
  nChanged 303
		SP:Iteration 18Q (88256.630000 sec): 3 clusters
  Score: Raw -2152352.855769 + Penalty 3174.957061 = -2149177.898708
  nChanged 270
		SP:Iteration 19Q (88256.890000 sec): 3 clusters
  Score: Raw -2152425.377770 + Penalty 3174.957061 = -2149250.420709
  nChanged 245
		SP:Iteration 20F (88257.130000 sec): 3 clusters
  Score: Raw -2152495.288104 + Penalty 3174.957061 = -2149320.331043
  nChanged 234
		SP:Iteration 21Q (88257.370000 sec): 3 clusters
  Score: Raw -2152561.348471 + Penalty 3174.957061 = -2149386.391410
  nChanged 248
		SP:Iteration 22Q (88257.560000 sec): 3 clusters
  Score: Raw -2152636.513687 + Penalty 3174.957061 = -2149461.556626
  nChanged 257
		SP:Iteration 23Q (88257.780000 sec): 3 clusters
  Score: Raw -2152719.357168 + Penalty 3174.957061 = -2149544.400107
  nChanged 271
		SP:Iteration 24Q (88258.080000 sec): 3 clusters
  Score: Raw -2152808.182613 + Penalty 3174.957061 = -2149633.225552
  nChanged 303
		SP:Iteration 25Q (88258.300000 sec): 3 clusters
  Score: Raw -2152918.537568 + Penalty 3174.957061 = -2149743.580507
  nChanged 304
		SP:Iteration 26Q (88258.520000 sec): 3 clusters
  Score: Raw -2153024.314175 + Penalty 3174.957061 = -2149849.357114
  nChanged 283
		SP:Iteration 27Q (88258.780000 sec): 3 clusters
  Score: Raw -2153113.670541 + Penalty 3174.957061 = -2149938.713480
  nChanged 271
		SP:Iteration 28Q (88259.030000 sec): 3 clusters
  Score: Raw -2153199.324085 + Penalty 3174.957061 = -2150024.367024
  nChanged 274
		SP:Iteration 29Q (88259.230000 sec): 3 clusters
  Score: Raw -2153296.881505 + Penalty 3174.957061 = -2150121.924444
  nChanged 309
		SP:Iteration 30Q (88259.440000 sec): 3 clusters
  Score: Raw -2153419.028865 + Penalty 3174.957061 = -2150244.071803
  nChanged 303
		SP:Iteration 31Q (88259.670000 sec): 3 clusters
  Score: Raw -2153542.733106 + Penalty 3174.957061 = -2150367.776045
  nChanged 303
		SP:Iteration 32Q (88259.920000 sec): 3 clusters
  Score: Raw -2153667.523038 + Penalty 3174.957061 = -2150492.565977
  nChanged 276
		SP:Iteration 33Q (88260.200000 sec): 3 clusters
  Score: Raw -2153786.541631 + Penalty 3174.957061 = -2150611.584569
  nChanged 285
		SP:Iteration 34Q (88260.440000 sec): 3 clusters
  Score: Raw -2153916.858147 + Penalty 3174.957061 = -2150741.901085
  nChanged 281
		SP:Iteration 35Q (88260.680000 sec): 3 clusters
  Score: Raw -2154050.438341 + Penalty 3174.957061 = -2150875.481280
  nChanged 258
		SP:Iteration 36Q (88260.870000 sec): 3 clusters
  Score: Raw -2154180.961014 + Penalty 3174.957061 = -2151006.003953
  nChanged 243
		SP:Iteration 37Q (88261.140000 sec): 3 clusters
  Score: Raw -2154313.035318 + Penalty 3174.957061 = -2151138.078257
  nChanged 223
		SP:Iteration 38Q (88261.340000 sec): 3 clusters
  Score: Raw -2154428.349954 + Penalty 3174.957061 = -2151253.392893
  nChanged 166
		SP:Iteration 39Q (88261.590000 sec): 3 clusters
  Score: Raw -2154505.866532 + Penalty 3174.957061 = -2151330.909471
  nChanged 132
		SP:Iteration 40F (88261.860000 sec): 3 clusters
  Score: Raw -2154570.394216 + Penalty 3174.957061 = -2151395.437155
  nChanged 132
		SP:Iteration 41Q (88262.100000 sec): 3 clusters
  Score: Raw -2154632.966397 + Penalty 3174.957061 = -2151458.009336
  nChanged 95
		SP:Iteration 42Q (88262.340000 sec): 3 clusters
  Score: Raw -2154675.186701 + Penalty 3174.957061 = -2151500.229640
  nChanged 67
		SP:Iteration 43Q (88262.620000 sec): 3 clusters
  Score: Raw -2154702.729525 + Penalty 3174.957061 = -2151527.772464
  nChanged 51
		SP:Iteration 44Q (88262.840000 sec): 3 clusters
  Score: Raw -2154724.894747 + Penalty 3174.957061 = -2151549.937686
  nChanged 41
		SP:Iteration 45Q (88263.130000 sec): 3 clusters
  Score: Raw -2154745.021924 + Penalty 3174.957061 = -2151570.064863
  nChanged 39
		SP:Iteration 46Q (88263.320000 sec): 3 clusters
  Score: Raw -2154763.813126 + Penalty 3174.957061 = -2151588.856065
  nChanged 38
		SP:Iteration 47Q (88263.550000 sec): 3 clusters
  Score: Raw -2154781.396707 + Penalty 3174.957061 = -2151606.439646
  nChanged 30
		SP:Iteration 48Q (88263.780000 sec): 3 clusters
  Score: Raw -2154793.489795 + Penalty 3174.957061 = -2151618.532734
  nChanged 25
		SP:Iteration 49Q (88264.020000 sec): 3 clusters
  Score: Raw -2154800.927146 + Penalty 3174.957061 = -2151625.970085
  nChanged 16
		SP:Iteration 50Q (88264.300000 sec): 3 clusters
  Score: Raw -2154806.038060 + Penalty 3174.957061 = -2151631.080999
  nChanged 11
		SP:Iteration 51Q (88264.500000 sec): 3 clusters
  Score: Raw -2154809.748779 + Penalty 3174.957061 = -2151634.791718
  nChanged 6
		SP:Iteration 52Q (88264.720000 sec): 3 clusters
  Score: Raw -2154812.539090 + Penalty 3174.957061 = -2151637.582029
  nChanged 6
		SP:Iteration 53Q (88264.980000 sec): 3 clusters
  Score: Raw -2154815.850911 + Penalty 3174.957061 = -2151640.893850
  nChanged 6
		SP:Iteration 54Q (88265.220000 sec): 3 clusters
  Score: Raw -2154820.106809 + Penalty 3174.957061 = -2151645.149748
  nChanged 8
		SP:Iteration 55Q (88265.450000 sec): 3 clusters
  Score: Raw -2154824.046881 + Penalty 3174.957061 = -2151649.089820
  nChanged 8
		SP:Iteration 56Q (88265.680000 sec): 3 clusters
  Score: Raw -2154826.402678 + Penalty 3174.957061 = -2151651.445617
  nChanged 4
		SP:Iteration 57Q (88265.920000 sec): 3 clusters
  Score: Raw -2154829.400467 + Penalty 3174.957061 = -2151654.443405
  nChanged 7
		SP:Iteration 58Q (88266.140000 sec): 3 clusters
  Score: Raw -2154832.361085 + Penalty 3174.957061 = -2151657.404024
  nChanged 4
		SP:Iteration 59Q (88266.410000 sec): 3 clusters
  Score: Raw -2154833.194915 + Penalty 3174.957061 = -2151658.237854
  nChanged 0
		SP:Iteration 60F (88266.650000 sec): 3 clusters
  Score: Raw -2154833.194915 + Penalty 3174.957061 = -2151658.237854
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88266.740000 sec): 2 clusters
  Score: Raw -661789.709890 + Penalty 1390.448506 = -660399.261384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88266.950000 sec): 3 clusters
  Score: Raw -659094.736559 + Penalty 2780.897013 = -656313.839546
  nChanged 2092
		SP:Iteration 1F (88267.160000 sec): 3 clusters
  Score: Raw -660283.748766 + Penalty 2780.897013 = -657502.851753
  nChanged 369
		SP:Iteration 2F (88267.340000 sec): 3 clusters
  Score: Raw -660465.865454 + Penalty 2780.897013 = -657684.968441
  nChanged 241
		SP:Iteration 3Q (88267.560000 sec): 3 clusters
  Score: Raw -660571.981169 + Penalty 2780.897013 = -657791.084157
  nChanged 174
		SP:Iteration 4Q (88267.720000 sec): 3 clusters
  Score: Raw -660639.278911 + Penalty 2780.897013 = -657858.381898
  nChanged 145
		SP:Iteration 5Q (88267.900000 sec): 3 clusters
  Score: Raw -660698.624380 + Penalty 2780.897013 = -657917.727367
  nChanged 128
		SP:Iteration 6Q (88268.090000 sec): 3 clusters
  Score: Raw -660744.408158 + Penalty 2780.897013 = -657963.511145
  nChanged 105
		SP:Iteration 7Q (88268.280000 sec): 3 clusters
  Score: Raw -660782.933847 + Penalty 2780.897013 = -658002.036834
  nChanged 83
		SP:Iteration 8Q (88268.480000 sec): 3 clusters
  Score: Raw -660810.723039 + Penalty 2780.897013 = -658029.826026
  nChanged 84
		SP:Iteration 9Q (88268.660000 sec): 3 clusters
  Score: Raw -660841.063568 + Penalty 2780.897013 = -658060.166555
  nChanged 76
		SP:Iteration 10Q (88268.840000 sec): 3 clusters
  Score: Raw -660873.970741 + Penalty 2780.897013 = -658093.073728
  nChanged 94
		SP:Iteration 11Q (88268.990000 sec): 3 clusters
  Score: Raw -660914.012685 + Penalty 2780.897013 = -658133.115672
  nChanged 96
		SP:Iteration 12Q (88269.180000 sec): 3 clusters
  Score: Raw -660961.590586 + Penalty 2780.897013 = -658180.693573
  nChanged 115
		SP:Iteration 13Q (88269.380000 sec): 3 clusters
  Score: Raw -661015.690274 + Penalty 2780.897013 = -658234.793261
  nChanged 101
		SP:Iteration 14Q (88269.610000 sec): 3 clusters
  Score: Raw -661057.176913 + Penalty 2780.897013 = -658276.279900
  nChanged 91
		SP:Iteration 15Q (88269.760000 sec): 3 clusters
  Score: Raw -661093.663307 + Penalty 2780.897013 = -658312.766294
  nChanged 96
		SP:Iteration 16Q (88269.960000 sec): 3 clusters
  Score: Raw -661149.716983 + Penalty 2780.897013 = -658368.819970
  nChanged 102
		SP:Iteration 17Q (88270.160000 sec): 3 clusters
  Score: Raw -661207.283352 + Penalty 2780.897013 = -658426.386339
  nChanged 110
		SP:Iteration 18Q (88270.340000 sec): 3 clusters
  Score: Raw -661277.656349 + Penalty 2780.897013 = -658496.759336
  nChanged 124
		SP:Iteration 19Q (88270.520000 sec): 3 clusters
  Score: Raw -661348.340021 + Penalty 2780.897013 = -658567.443008
  nChanged 122
		SP:Iteration 20F (88270.700000 sec): 3 clusters
  Score: Raw -661423.094595 + Penalty 2780.897013 = -658642.197582
  nChanged 103
		SP:Iteration 21Q (88270.900000 sec): 3 clusters
  Score: Raw -661489.664091 + Penalty 2780.897013 = -658708.767078
  nChanged 95
		SP:Iteration 22Q (88271.110000 sec): 3 clusters
  Score: Raw -661547.505223 + Penalty 2780.897013 = -658766.608210
  nChanged 73
		SP:Iteration 23Q (88271.310000 sec): 3 clusters
  Score: Raw -661596.398437 + Penalty 2780.897013 = -658815.501424
  nChanged 66
		SP:Iteration 24Q (88271.480000 sec): 3 clusters
  Score: Raw -661640.520849 + Penalty 2780.897013 = -658859.623836
  nChanged 60
		SP:Iteration 25Q (88271.650000 sec): 3 clusters
  Score: Raw -661680.539644 + Penalty 2780.897013 = -658899.642631
  nChanged 55
		SP:Iteration 26Q (88271.830000 sec): 3 clusters
  Score: Raw -661720.609841 + Penalty 2780.897013 = -658939.712828
  nChanged 50
		SP:Iteration 27Q (88272.000000 sec): 3 clusters
  Score: Raw -661754.645431 + Penalty 2780.897013 = -658973.748418
  nChanged 44
		SP:Iteration 28Q (88272.190000 sec): 3 clusters
  Score: Raw -661784.289391 + Penalty 2780.897013 = -659003.392378
  nChanged 38
		SP:Iteration 29Q (88272.440000 sec): 3 clusters
  Score: Raw -661810.280326 + Penalty 2780.897013 = -659029.383313
  nChanged 27
		SP:Iteration 30Q (88272.610000 sec): 3 clusters
  Score: Raw -661827.836186 + Penalty 2780.897013 = -659046.939173
  nChanged 26
		SP:Iteration 31Q (88272.830000 sec): 3 clusters
  Score: Raw -661845.603920 + Penalty 2780.897013 = -659064.706907
  nChanged 26
		SP:Iteration 32Q (88273.000000 sec): 3 clusters
  Score: Raw -661863.646316 + Penalty 2780.897013 = -659082.749303
  nChanged 17
		SP:Iteration 33Q (88273.210000 sec): 3 clusters
  Score: Raw -661875.930506 + Penalty 2780.897013 = -659095.033493
  nChanged 12
		SP:Iteration 34Q (88273.360000 sec): 3 clusters
  Score: Raw -661884.476564 + Penalty 2780.897013 = -659103.579551
  nChanged 8
		SP:Iteration 35Q (88273.540000 sec): 3 clusters
  Score: Raw -661890.922727 + Penalty 2780.897013 = -659110.025714
  nChanged 5
		SP:Iteration 36Q (88273.720000 sec): 3 clusters
  Score: Raw -661895.108700 + Penalty 2780.897013 = -659114.211687
  nChanged 6
		SP:Iteration 37Q (88273.960000 sec): 3 clusters
  Score: Raw -661899.346329 + Penalty 2780.897013 = -659118.449316
  nChanged 6
		SP:Iteration 38Q (88274.130000 sec): 3 clusters
  Score: Raw -661904.829592 + Penalty 2780.897013 = -659123.932579
  nChanged 10
		SP:Iteration 39Q (88274.320000 sec): 3 clusters
  Score: Raw -661912.677206 + Penalty 2780.897013 = -659131.780193
  nChanged 7
		SP:Iteration 40F (88274.520000 sec): 3 clusters
  Score: Raw -661917.717649 + Penalty 2780.897013 = -659136.820636
  nChanged 8
		SP:Iteration 41Q (88274.740000 sec): 3 clusters
  Score: Raw -661925.528532 + Penalty 2780.897013 = -659144.631519
  nChanged 10
		SP:Iteration 42Q (88274.890000 sec): 3 clusters
  Score: Raw -661934.137411 + Penalty 2780.897013 = -659153.240398
  nChanged 8
		SP:Iteration 43Q (88275.090000 sec): 3 clusters
  Score: Raw -661944.910894 + Penalty 2780.897013 = -659164.013881
  nChanged 9
		SP:Iteration 44Q (88275.260000 sec): 3 clusters
  Score: Raw -661955.209797 + Penalty 2780.897013 = -659174.312784
  nChanged 7
		SP:Iteration 45Q (88275.490000 sec): 3 clusters
  Score: Raw -661961.751414 + Penalty 2780.897013 = -659180.854401
  nChanged 7
		SP:Iteration 46Q (88275.680000 sec): 3 clusters
  Score: Raw -661967.603279 + Penalty 2780.897013 = -659186.706266
  nChanged 3
		SP:Iteration 47Q (88275.840000 sec): 3 clusters
  Score: Raw -661970.137803 + Penalty 2780.897013 = -659189.240790
  nChanged 6
		SP:Iteration 48Q (88276.080000 sec): 3 clusters
  Score: Raw -661976.589056 + Penalty 2780.897013 = -659195.692043
  nChanged 2
		SP:Iteration 49Q (88276.240000 sec): 3 clusters
  Score: Raw -661977.734466 + Penalty 2780.897013 = -659196.837453
  nChanged 1
		SP:Iteration 50Q (88276.440000 sec): 3 clusters
  Score: Raw -661978.369269 + Penalty 2780.897013 = -659197.472256
  nChanged 0
		SP:Iteration 51F (88276.660000 sec): 3 clusters
  Score: Raw -661978.369269 + Penalty 2780.897013 = -659197.472256
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88276.770000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88276.960000 sec): 3 clusters
  Score: Raw -44601.615181 + Penalty 1956.042795 = -42645.572386
  nChanged 83
		SP:Iteration 1F (88277.100000 sec): 3 clusters
  Score: Raw -44733.183484 + Penalty 1956.042795 = -42777.140689
  nChanged 20
		SP:Iteration 2Q (88277.310000 sec): 3 clusters
  Score: Raw -44765.397603 + Penalty 1956.042795 = -42809.354808
  nChanged 9
		SP:Iteration 3Q (88277.480000 sec): 3 clusters
  Score: Raw -44778.510077 + Penalty 1956.042795 = -42822.467283
  nChanged 3
		SP:Iteration 4Q (88277.650000 sec): 3 clusters
  Score: Raw -44784.493040 + Penalty 1956.042795 = -42828.450245
  nChanged 4
		SP:Iteration 5Q (88277.820000 sec): 3 clusters
  Score: Raw -44791.240206 + Penalty 1956.042795 = -42835.197411
  nChanged 6
		SP:Iteration 6Q (88278.000000 sec): 3 clusters
  Score: Raw -44805.112511 + Penalty 1956.042795 = -42849.069716
  nChanged 3
		SP:Iteration 7Q (88278.140000 sec): 3 clusters
  Score: Raw -44808.327159 + Penalty 1956.042795 = -42852.284364
  nChanged 0
		SP:Iteration 8F (88278.300000 sec): 3 clusters
  Score: Raw -44808.327159 + Penalty 1956.042795 = -42852.284364
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88278.400000 sec): 2 clusters
  Score: Raw -297602.921092 + Penalty 1290.749317 = -296312.171776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88278.560000 sec): 3 clusters
  Score: Raw -296309.796010 + Penalty 2581.498633 = -293728.297377
  nChanged 1031
		SP:Iteration 1F (88278.750000 sec): 3 clusters
  Score: Raw -297009.082823 + Penalty 2581.498633 = -294427.584190
  nChanged 273
		SP:Iteration 2F (88278.910000 sec): 3 clusters
  Score: Raw -297259.570614 + Penalty 2581.498633 = -294678.071981
  nChanged 212
		SP:Iteration 3F (88279.090000 sec): 3 clusters
  Score: Raw -297457.538618 + Penalty 2581.498633 = -294876.039985
  nChanged 158
		SP:Iteration 4F (88279.290000 sec): 3 clusters
  Score: Raw -297593.560742 + Penalty 2581.498633 = -295012.062109
  nChanged 117
		SP:Iteration 5Q (88279.470000 sec): 3 clusters
  Score: Raw -297692.789458 + Penalty 2581.498633 = -295111.290825
  nChanged 96
		SP:Iteration 6Q (88279.650000 sec): 3 clusters
  Score: Raw -297771.000789 + Penalty 2581.498633 = -295189.502156
  nChanged 83
		SP:Iteration 7Q (88279.830000 sec): 3 clusters
  Score: Raw -297836.929791 + Penalty 2581.498633 = -295255.431158
  nChanged 74
		SP:Iteration 8Q (88279.980000 sec): 3 clusters
  Score: Raw -297889.546601 + Penalty 2581.498633 = -295308.047968
  nChanged 58
		SP:Iteration 9Q (88280.160000 sec): 3 clusters
  Score: Raw -297928.736642 + Penalty 2581.498633 = -295347.238009
  nChanged 42
		SP:Iteration 10Q (88280.370000 sec): 3 clusters
  Score: Raw -297950.443772 + Penalty 2581.498633 = -295368.945139
  nChanged 31
		SP:Iteration 11Q (88280.560000 sec): 3 clusters
  Score: Raw -297968.037614 + Penalty 2581.498633 = -295386.538981
  nChanged 29
		SP:Iteration 12Q (88280.750000 sec): 3 clusters
  Score: Raw -297987.352787 + Penalty 2581.498633 = -295405.854154
  nChanged 27
		SP:Iteration 13Q (88280.930000 sec): 3 clusters
  Score: Raw -298002.568718 + Penalty 2581.498633 = -295421.070085
  nChanged 30
		SP:Iteration 14Q (88281.070000 sec): 3 clusters
  Score: Raw -298020.189920 + Penalty 2581.498633 = -295438.691286
  nChanged 22
		SP:Iteration 15Q (88281.280000 sec): 3 clusters
  Score: Raw -298031.842229 + Penalty 2581.498633 = -295450.343596
  nChanged 23
		SP:Iteration 16Q (88281.450000 sec): 3 clusters
  Score: Raw -298043.968110 + Penalty 2581.498633 = -295462.469477
  nChanged 18
		SP:Iteration 17Q (88281.640000 sec): 3 clusters
  Score: Raw -298054.138315 + Penalty 2581.498633 = -295472.639682
  nChanged 20
		SP:Iteration 18Q (88281.770000 sec): 3 clusters
  Score: Raw -298062.226833 + Penalty 2581.498633 = -295480.728200
  nChanged 11
		SP:Iteration 19Q (88281.970000 sec): 3 clusters
  Score: Raw -298066.858311 + Penalty 2581.498633 = -295485.359678
  nChanged 8
		SP:Iteration 20F (88282.150000 sec): 3 clusters
  Score: Raw -298073.659068 + Penalty 2581.498633 = -295492.160435
  nChanged 7
		SP:Iteration 21Q (88282.330000 sec): 3 clusters
  Score: Raw -298077.303512 + Penalty 2581.498633 = -295495.804879
  nChanged 6
		SP:Iteration 22Q (88282.490000 sec): 3 clusters
  Score: Raw -298079.499929 + Penalty 2581.498633 = -295498.001296
  nChanged 8
		SP:Iteration 23Q (88282.690000 sec): 3 clusters
  Score: Raw -298083.643124 + Penalty 2581.498633 = -295502.144491
  nChanged 7
		SP:Iteration 24Q (88282.900000 sec): 3 clusters
  Score: Raw -298087.467600 + Penalty 2581.498633 = -295505.968966
  nChanged 8
		SP:Iteration 25Q (88283.070000 sec): 3 clusters
  Score: Raw -298091.222442 + Penalty 2581.498633 = -295509.723809
  nChanged 7
		SP:Iteration 26Q (88283.220000 sec): 3 clusters
  Score: Raw -298094.062292 + Penalty 2581.498633 = -295512.563659
  nChanged 8
		SP:Iteration 27Q (88283.400000 sec): 3 clusters
  Score: Raw -298096.923657 + Penalty 2581.498633 = -295515.425024
  nChanged 4
		SP:Iteration 28Q (88283.580000 sec): 3 clusters
  Score: Raw -298100.109887 + Penalty 2581.498633 = -295518.611254
  nChanged 2
		SP:Iteration 29Q (88283.740000 sec): 3 clusters
  Score: Raw -298100.425444 + Penalty 2581.498633 = -295518.926811
  nChanged 1
		SP:Iteration 30Q (88283.910000 sec): 3 clusters
  Score: Raw -298100.717916 + Penalty 2581.498633 = -295519.219283
  nChanged 1
		SP:Iteration 31Q (88284.100000 sec): 3 clusters
  Score: Raw -298100.798121 + Penalty 2581.498633 = -295519.299488
  nChanged 0
		SP:Iteration 32F (88284.230000 sec): 3 clusters
  Score: Raw -298100.798121 + Penalty 2581.498633 = -295519.299488
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88284.330000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88284.510000 sec): 3 clusters
  Score: Raw -14362.083573 + Penalty 1643.279887 = -12718.803687
  nChanged 15
		SP:Iteration 1F (88284.720000 sec): 3 clusters
  Score: Raw -14434.412131 + Penalty 1643.279887 = -12791.132244
  nChanged 5
		SP:Iteration 2Q (88284.860000 sec): 3 clusters
  Score: Raw -14455.982891 + Penalty 1643.279887 = -12812.703004
  nChanged 4
		SP:Iteration 3Q (88285.030000 sec): 3 clusters
  Score: Raw -14467.585990 + Penalty 1643.279887 = -12824.306103
  nChanged 1
		SP:Iteration 4Q (88285.210000 sec): 3 clusters
  Score: Raw -14472.559933 + Penalty 1643.279887 = -12829.280046
  nChanged 1
		SP:Iteration 5Q (88285.390000 sec): 3 clusters
  Score: Raw -14482.189582 + Penalty 1643.279887 = -12838.909695
  nChanged 0
		SP:Iteration 6F (88285.570000 sec): 3 clusters
  Score: Raw -14482.189582 + Penalty 1643.279887 = -12838.909695
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88285.970000 sec): 2 clusters
  Score: Raw -9260569.250815 + Penalty 1826.856245 = -9258742.394570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88286.470000 sec): 3 clusters
  Score: Raw -9211305.143876 + Penalty 3653.712491 = -9207651.431386
  nChanged 36413
		SP:Iteration 1F (88286.930000 sec): 3 clusters
  Score: Raw -9232699.388288 + Penalty 3653.712491 = -9229045.675798
  nChanged 3089
		SP:Iteration 2Q (88287.460000 sec): 3 clusters
  Score: Raw -9233707.424814 + Penalty 3653.712491 = -9230053.712323
  nChanged 3717
		SP:Iteration 3Q (88287.950000 sec): 3 clusters
  Score: Raw -9235271.536759 + Penalty 3653.712491 = -9231617.824268
  nChanged 4557
		SP:Iteration 4F (88288.430000 sec): 3 clusters
  Score: Raw -9237685.282976 + Penalty 3653.712491 = -9234031.570485
  nChanged 5317
		SP:Iteration 5F (88288.980000 sec): 3 clusters
  Score: Raw -9240890.147799 + Penalty 3653.712491 = -9237236.435308
  nChanged 5327
		SP:Iteration 6F (88289.550000 sec): 3 clusters
  Score: Raw -9244272.310907 + Penalty 3653.712491 = -9240618.598416
  nChanged 4926
		SP:Iteration 7F (88290.080000 sec): 3 clusters
  Score: Raw -9247546.776390 + Penalty 3653.712491 = -9243893.063900
  nChanged 4327
		SP:Iteration 8F (88290.600000 sec): 3 clusters
  Score: Raw -9250744.025280 + Penalty 3653.712491 = -9247090.312789
  nChanged 3787
		SP:Iteration 9Q (88291.140000 sec): 3 clusters
  Score: Raw -9253911.463752 + Penalty 3653.712491 = -9250257.751261
  nChanged 3033
		SP:Iteration 10Q (88291.620000 sec): 3 clusters
  Score: Raw -9256683.967104 + Penalty 3653.712491 = -9253030.254613
  nChanged 2033
		SP:Iteration 11Q (88292.060000 sec): 3 clusters
  Score: Raw -9258571.180423 + Penalty 3653.712491 = -9254917.467932
  nChanged 1176
		SP:Iteration 12Q (88292.560000 sec): 3 clusters
  Score: Raw -9259609.855183 + Penalty 3653.712491 = -9255956.142693
  nChanged 688
		SP:Iteration 13Q (88293.030000 sec): 3 clusters
  Score: Raw -9260151.311147 + Penalty 3653.712491 = -9256497.598656
  nChanged 471
		SP:Iteration 14Q (88293.540000 sec): 3 clusters
  Score: Raw -9260452.542058 + Penalty 3653.712491 = -9256798.829568
  nChanged 297
		SP:Iteration 15Q (88294.020000 sec): 3 clusters
  Score: Raw -9260619.886031 + Penalty 3653.712491 = -9256966.173541
  nChanged 219
		SP:Iteration 16Q (88294.480000 sec): 3 clusters
  Score: Raw -9260723.357941 + Penalty 3653.712491 = -9257069.645451
  nChanged 157
		SP:Iteration 17Q (88294.960000 sec): 3 clusters
  Score: Raw -9260790.646065 + Penalty 3653.712491 = -9257136.933574
  nChanged 99
		SP:Iteration 18Q (88295.420000 sec): 3 clusters
  Score: Raw -9260826.984262 + Penalty 3653.712491 = -9257173.271772
  nChanged 76
		SP:Iteration 19Q (88295.940000 sec): 3 clusters
  Score: Raw -9260852.227554 + Penalty 3653.712491 = -9257198.515064
  nChanged 65
		SP:Iteration 20F (88296.460000 sec): 3 clusters
  Score: Raw -9260870.749033 + Penalty 3653.712491 = -9257217.036542
  nChanged 49
		SP:Iteration 21Q (88296.920000 sec): 3 clusters
  Score: Raw -9260883.549550 + Penalty 3653.712491 = -9257229.837059
  nChanged 37
		SP:Iteration 22Q (88297.400000 sec): 3 clusters
  Score: Raw -9260894.490414 + Penalty 3653.712491 = -9257240.777923
  nChanged 30
		SP:Iteration 23Q (88297.860000 sec): 3 clusters
  Score: Raw -9260903.174968 + Penalty 3653.712491 = -9257249.462478
  nChanged 34
		SP:Iteration 24Q (88298.270000 sec): 3 clusters
  Score: Raw -9260914.150856 + Penalty 3653.712491 = -9257260.438365
  nChanged 41
		SP:Iteration 25Q (88298.680000 sec): 3 clusters
  Score: Raw -9260925.978862 + Penalty 3653.712491 = -9257272.266371
  nChanged 37
		SP:Iteration 26Q (88299.150000 sec): 3 clusters
  Score: Raw -9260936.743621 + Penalty 3653.712491 = -9257283.031130
  nChanged 37
		SP:Iteration 27Q (88299.600000 sec): 3 clusters
  Score: Raw -9260945.421978 + Penalty 3653.712491 = -9257291.709487
  nChanged 28
		SP:Iteration 28Q (88300.020000 sec): 3 clusters
  Score: Raw -9260953.005591 + Penalty 3653.712491 = -9257299.293101
  nChanged 26
		SP:Iteration 29Q (88300.530000 sec): 3 clusters
  Score: Raw -9260958.514941 + Penalty 3653.712491 = -9257304.802450
  nChanged 23
		SP:Iteration 30Q (88300.960000 sec): 3 clusters
  Score: Raw -9260965.396406 + Penalty 3653.712491 = -9257311.683916
  nChanged 18
		SP:Iteration 31Q (88301.410000 sec): 3 clusters
  Score: Raw -9260970.384583 + Penalty 3653.712491 = -9257316.672092
  nChanged 22
		SP:Iteration 32Q (88301.820000 sec): 3 clusters
  Score: Raw -9260977.323714 + Penalty 3653.712491 = -9257323.611224
  nChanged 23
		SP:Iteration 33Q (88302.270000 sec): 3 clusters
  Score: Raw -9260983.866398 + Penalty 3653.712491 = -9257330.153908
  nChanged 22
		SP:Iteration 34Q (88302.700000 sec): 3 clusters
  Score: Raw -9260990.251330 + Penalty 3653.712491 = -9257336.538839
  nChanged 20
		SP:Iteration 35Q (88303.150000 sec): 3 clusters
  Score: Raw -9260996.498402 + Penalty 3653.712491 = -9257342.785911
  nChanged 14
		SP:Iteration 36Q (88303.600000 sec): 3 clusters
  Score: Raw -9261000.089084 + Penalty 3653.712491 = -9257346.376593
  nChanged 12
		SP:Iteration 37Q (88304.070000 sec): 3 clusters
  Score: Raw -9261004.191190 + Penalty 3653.712491 = -9257350.478700
  nChanged 13
		SP:Iteration 38Q (88304.520000 sec): 3 clusters
  Score: Raw -9261008.683727 + Penalty 3653.712491 = -9257354.971237
  nChanged 14
		SP:Iteration 39Q (88304.930000 sec): 3 clusters
  Score: Raw -9261013.066036 + Penalty 3653.712491 = -9257359.353545
  nChanged 10
		SP:Iteration 40F (88305.320000 sec): 3 clusters
  Score: Raw -9261015.330802 + Penalty 3653.712491 = -9257361.618311
  nChanged 7
		SP:Iteration 41Q (88305.720000 sec): 3 clusters
  Score: Raw -9261017.330499 + Penalty 3653.712491 = -9257363.618008
  nChanged 6
		SP:Iteration 42Q (88306.120000 sec): 3 clusters
  Score: Raw -9261019.195709 + Penalty 3653.712491 = -9257365.483219
  nChanged 4
		SP:Iteration 43Q (88306.560000 sec): 3 clusters
  Score: Raw -9261019.818026 + Penalty 3653.712491 = -9257366.105536
  nChanged 2
		SP:Iteration 44Q (88306.990000 sec): 3 clusters
  Score: Raw -9261020.068990 + Penalty 3653.712491 = -9257366.356500
  nChanged 6
		SP:Iteration 45Q (88307.440000 sec): 3 clusters
  Score: Raw -9261021.018385 + Penalty 3653.712491 = -9257367.305895
  nChanged 6
		SP:Iteration 46Q (88307.880000 sec): 3 clusters
  Score: Raw -9261022.409218 + Penalty 3653.712491 = -9257368.696728
  nChanged 6
		SP:Iteration 47Q (88308.360000 sec): 3 clusters
  Score: Raw -9261023.706726 + Penalty 3653.712491 = -9257369.994236
  nChanged 6
		SP:Iteration 48Q (88308.860000 sec): 3 clusters
  Score: Raw -9261025.635620 + Penalty 3653.712491 = -9257371.923130
  nChanged 13
		SP:Iteration 49Q (88309.290000 sec): 3 clusters
  Score: Raw -9261028.177163 + Penalty 3653.712491 = -9257374.464673
  nChanged 10
		SP:Iteration 50Q (88309.750000 sec): 3 clusters
  Score: Raw -9261031.220272 + Penalty 3653.712491 = -9257377.507782
  nChanged 13
		SP:Iteration 51Q (88310.210000 sec): 3 clusters
  Score: Raw -9261034.767946 + Penalty 3653.712491 = -9257381.055456
  nChanged 17
		SP:Iteration 52Q (88310.670000 sec): 3 clusters
  Score: Raw -9261039.326640 + Penalty 3653.712491 = -9257385.614149
  nChanged 14
		SP:Iteration 53Q (88311.160000 sec): 3 clusters
  Score: Raw -9261043.311947 + Penalty 3653.712491 = -9257389.599457
  nChanged 12
		SP:Iteration 54Q (88311.660000 sec): 3 clusters
  Score: Raw -9261046.669819 + Penalty 3653.712491 = -9257392.957328
  nChanged 7
		SP:Iteration 55Q (88312.190000 sec): 3 clusters
  Score: Raw -9261047.960400 + Penalty 3653.712491 = -9257394.247909
  nChanged 8
		SP:Iteration 56Q (88312.770000 sec): 3 clusters
  Score: Raw -9261049.558014 + Penalty 3653.712491 = -9257395.845523
  nChanged 7
		SP:Iteration 57Q (88313.310000 sec): 3 clusters
  Score: Raw -9261051.122116 + Penalty 3653.712491 = -9257397.409625
  nChanged 7
		SP:Iteration 58Q (88313.810000 sec): 3 clusters
  Score: Raw -9261052.454941 + Penalty 3653.712491 = -9257398.742450
  nChanged 6
		SP:Iteration 59Q (88314.400000 sec): 3 clusters
  Score: Raw -9261053.938070 + Penalty 3653.712491 = -9257400.225579
  nChanged 1
		SP:Iteration 60F (88315.000000 sec): 3 clusters
  Score: Raw -9261054.192397 + Penalty 3653.712491 = -9257400.479907
  nChanged 1
		SP:Iteration 61Q (88315.500000 sec): 3 clusters
  Score: Raw -9261054.536072 + Penalty 3653.712491 = -9257400.823581
  nChanged 1
		SP:Iteration 62Q (88316.000000 sec): 3 clusters
  Score: Raw -9261054.689152 + Penalty 3653.712491 = -9257400.976661
  nChanged 1
		SP:Iteration 63Q (88316.500000 sec): 3 clusters
  Score: Raw -9261055.065473 + Penalty 3653.712491 = -9257401.352983
  nChanged 0
		SP:Iteration 64F (88317.080000 sec): 3 clusters
  Score: Raw -9261055.065473 + Penalty 3653.712491 = -9257401.352983
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88317.180000 sec): 2 clusters
  Score: Raw -460939.230171 + Penalty 1357.672798 = -459581.557373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88317.380000 sec): 3 clusters
  Score: Raw -458763.596871 + Penalty 2715.345597 = -456048.251274
  nChanged 1686
		SP:Iteration 1F (88317.510000 sec): 3 clusters
  Score: Raw -459827.586993 + Penalty 2715.345597 = -457112.241396
  nChanged 371
		SP:Iteration 2F (88317.650000 sec): 3 clusters
  Score: Raw -460098.558691 + Penalty 2715.345597 = -457383.213094
  nChanged 302
		SP:Iteration 3F (88317.760000 sec): 3 clusters
  Score: Raw -460340.750237 + Penalty 2715.345597 = -457625.404640
  nChanged 265
		SP:Iteration 4F (88317.900000 sec): 3 clusters
  Score: Raw -460580.435409 + Penalty 2715.345597 = -457865.089812
  nChanged 246
		SP:Iteration 5F (88318.040000 sec): 3 clusters
  Score: Raw -460789.235961 + Penalty 2715.345597 = -458073.890364
  nChanged 193
		SP:Iteration 6Q (88318.200000 sec): 3 clusters
  Score: Raw -460947.658241 + Penalty 2715.345597 = -458232.312644
  nChanged 185
		SP:Iteration 7Q (88318.380000 sec): 3 clusters
  Score: Raw -461090.524223 + Penalty 2715.345597 = -458375.178627
  nChanged 140
		SP:Iteration 8Q (88318.520000 sec): 3 clusters
  Score: Raw -461200.541276 + Penalty 2715.345597 = -458485.195679
  nChanged 105
		SP:Iteration 9Q (88318.670000 sec): 3 clusters
  Score: Raw -461281.764473 + Penalty 2715.345597 = -458566.418877
  nChanged 77
		SP:Iteration 10Q (88318.880000 sec): 3 clusters
  Score: Raw -461325.494914 + Penalty 2715.345597 = -458610.149318
  nChanged 59
		SP:Iteration 11Q (88319.000000 sec): 3 clusters
  Score: Raw -461367.450627 + Penalty 2715.345597 = -458652.105030
  nChanged 53
		SP:Iteration 12Q (88319.160000 sec): 3 clusters
  Score: Raw -461401.871047 + Penalty 2715.345597 = -458686.525451
  nChanged 49
		SP:Iteration 13Q (88319.330000 sec): 3 clusters
  Score: Raw -461426.730346 + Penalty 2715.345597 = -458711.384749
  nChanged 42
		SP:Iteration 14Q (88319.490000 sec): 3 clusters
  Score: Raw -461447.475827 + Penalty 2715.345597 = -458732.130230
  nChanged 39
		SP:Iteration 15Q (88319.660000 sec): 3 clusters
  Score: Raw -461466.883185 + Penalty 2715.345597 = -458751.537589
  nChanged 41
		SP:Iteration 16Q (88319.830000 sec): 3 clusters
  Score: Raw -461497.742214 + Penalty 2715.345597 = -458782.396617
  nChanged 50
		SP:Iteration 17Q (88319.980000 sec): 3 clusters
  Score: Raw -461529.895817 + Penalty 2715.345597 = -458814.550220
  nChanged 42
		SP:Iteration 18Q (88320.130000 sec): 3 clusters
  Score: Raw -461560.657363 + Penalty 2715.345597 = -458845.311766
  nChanged 42
		SP:Iteration 19Q (88320.290000 sec): 3 clusters
  Score: Raw -461584.695837 + Penalty 2715.345597 = -458869.350240
  nChanged 42
		SP:Iteration 20F (88320.470000 sec): 3 clusters
  Score: Raw -461603.089465 + Penalty 2715.345597 = -458887.743869
  nChanged 24
		SP:Iteration 21Q (88320.670000 sec): 3 clusters
  Score: Raw -461614.323799 + Penalty 2715.345597 = -458898.978202
  nChanged 19
		SP:Iteration 22Q (88320.820000 sec): 3 clusters
  Score: Raw -461624.873481 + Penalty 2715.345597 = -458909.527884
  nChanged 27
		SP:Iteration 23Q (88320.990000 sec): 3 clusters
  Score: Raw -461643.874388 + Penalty 2715.345597 = -458928.528792
  nChanged 27
		SP:Iteration 24Q (88321.120000 sec): 3 clusters
  Score: Raw -461658.009838 + Penalty 2715.345597 = -458942.664242
  nChanged 24
		SP:Iteration 25Q (88321.320000 sec): 3 clusters
  Score: Raw -461674.439200 + Penalty 2715.345597 = -458959.093603
  nChanged 22
		SP:Iteration 26Q (88321.480000 sec): 3 clusters
  Score: Raw -461687.220281 + Penalty 2715.345597 = -458971.874684
  nChanged 24
		SP:Iteration 27Q (88321.660000 sec): 3 clusters
  Score: Raw -461698.393864 + Penalty 2715.345597 = -458983.048267
  nChanged 22
		SP:Iteration 28Q (88321.820000 sec): 3 clusters
  Score: Raw -461708.555357 + Penalty 2715.345597 = -458993.209760
  nChanged 17
		SP:Iteration 29Q (88321.950000 sec): 3 clusters
  Score: Raw -461716.382633 + Penalty 2715.345597 = -459001.037036
  nChanged 19
		SP:Iteration 30Q (88322.150000 sec): 3 clusters
  Score: Raw -461723.811007 + Penalty 2715.345597 = -459008.465410
  nChanged 19
		SP:Iteration 31Q (88322.330000 sec): 3 clusters
  Score: Raw -461730.655886 + Penalty 2715.345597 = -459015.310289
  nChanged 25
		SP:Iteration 32Q (88322.490000 sec): 3 clusters
  Score: Raw -461741.013737 + Penalty 2715.345597 = -459025.668140
  nChanged 17
		SP:Iteration 33Q (88322.670000 sec): 3 clusters
  Score: Raw -461747.734354 + Penalty 2715.345597 = -459032.388757
  nChanged 19
		SP:Iteration 34Q (88322.860000 sec): 3 clusters
  Score: Raw -461754.258397 + Penalty 2715.345597 = -459038.912800
  nChanged 19
		SP:Iteration 35Q (88323.050000 sec): 3 clusters
  Score: Raw -461761.452053 + Penalty 2715.345597 = -459046.106456
  nChanged 11
		SP:Iteration 36Q (88323.270000 sec): 3 clusters
  Score: Raw -461765.065563 + Penalty 2715.345597 = -459049.719966
  nChanged 8
		SP:Iteration 37Q (88323.490000 sec): 3 clusters
  Score: Raw -461768.347841 + Penalty 2715.345597 = -459053.002244
  nChanged 13
		SP:Iteration 38Q (88323.650000 sec): 3 clusters
  Score: Raw -461774.347408 + Penalty 2715.345597 = -459059.001812
  nChanged 11
		SP:Iteration 39Q (88323.830000 sec): 3 clusters
  Score: Raw -461777.498500 + Penalty 2715.345597 = -459062.152903
  nChanged 7
		SP:Iteration 40F (88324.090000 sec): 3 clusters
  Score: Raw -461780.617759 + Penalty 2715.345597 = -459065.272162
  nChanged 9
		SP:Iteration 41Q (88324.290000 sec): 3 clusters
  Score: Raw -461783.915835 + Penalty 2715.345597 = -459068.570239
  nChanged 15
		SP:Iteration 42Q (88324.480000 sec): 3 clusters
  Score: Raw -461790.106622 + Penalty 2715.345597 = -459074.761025
  nChanged 11
		SP:Iteration 43Q (88324.650000 sec): 3 clusters
  Score: Raw -461795.595275 + Penalty 2715.345597 = -459080.249678
  nChanged 17
		SP:Iteration 44Q (88324.850000 sec): 3 clusters
  Score: Raw -461803.019153 + Penalty 2715.345597 = -459087.673556
  nChanged 15
		SP:Iteration 45Q (88325.050000 sec): 3 clusters
  Score: Raw -461811.163452 + Penalty 2715.345597 = -459095.817856
  nChanged 14
		SP:Iteration 46Q (88325.250000 sec): 3 clusters
  Score: Raw -461819.820130 + Penalty 2715.345597 = -459104.474533
  nChanged 17
		SP:Iteration 47Q (88325.430000 sec): 3 clusters
  Score: Raw -461828.375063 + Penalty 2715.345597 = -459113.029466
  nChanged 13
		SP:Iteration 48Q (88325.640000 sec): 3 clusters
  Score: Raw -461831.743615 + Penalty 2715.345597 = -459116.398018
  nChanged 6
		SP:Iteration 49Q (88325.820000 sec): 3 clusters
  Score: Raw -461833.478251 + Penalty 2715.345597 = -459118.132654
  nChanged 2
		SP:Iteration 50Q (88326.030000 sec): 3 clusters
  Score: Raw -461833.793364 + Penalty 2715.345597 = -459118.447767
  nChanged 2
		SP:Iteration 51Q (88326.240000 sec): 3 clusters
  Score: Raw -461834.775291 + Penalty 2715.345597 = -459119.429694
  nChanged 3
		SP:Iteration 52Q (88326.460000 sec): 3 clusters
  Score: Raw -461836.220882 + Penalty 2715.345597 = -459120.875285
  nChanged 4
		SP:Iteration 53Q (88326.630000 sec): 3 clusters
  Score: Raw -461837.221431 + Penalty 2715.345597 = -459121.875834
  nChanged 1
		SP:Iteration 54Q (88326.860000 sec): 3 clusters
  Score: Raw -461837.390570 + Penalty 2715.345597 = -459122.044973
  nChanged 2
		SP:Iteration 55Q (88327.030000 sec): 3 clusters
  Score: Raw -461838.032276 + Penalty 2715.345597 = -459122.686679
  nChanged 3
		SP:Iteration 56Q (88327.210000 sec): 3 clusters
  Score: Raw -461838.994857 + Penalty 2715.345597 = -459123.649260
  nChanged 1
		SP:Iteration 57Q (88327.450000 sec): 3 clusters
  Score: Raw -461839.053657 + Penalty 2715.345597 = -459123.708061
  nChanged 0
		SP:Iteration 58F (88327.630000 sec): 3 clusters
  Score: Raw -461839.053657 + Penalty 2715.345597 = -459123.708061
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88327.720000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88327.880000 sec): 3 clusters
  Score: Raw -54597.882734 + Penalty 1998.252196 = -52599.630538
  nChanged 106
		SP:Iteration 1F (88328.010000 sec): 3 clusters
  Score: Raw -54746.397930 + Penalty 1998.252196 = -52748.145734
  nChanged 19
		SP:Iteration 2Q (88328.160000 sec): 3 clusters
  Score: Raw -54780.780957 + Penalty 1998.252196 = -52782.528761
  nChanged 14
		SP:Iteration 3Q (88328.260000 sec): 3 clusters
  Score: Raw -54802.157352 + Penalty 1998.252196 = -52803.905156
  nChanged 4
		SP:Iteration 4Q (88328.400000 sec): 3 clusters
  Score: Raw -54806.444015 + Penalty 1998.252196 = -52808.191819
  nChanged 3
		SP:Iteration 5Q (88328.550000 sec): 3 clusters
  Score: Raw -54814.283881 + Penalty 1998.252196 = -52816.031685
  nChanged 3
		SP:Iteration 6Q (88328.690000 sec): 3 clusters
  Score: Raw -54820.783343 + Penalty 1998.252196 = -52822.531147
  nChanged 1
		SP:Iteration 7Q (88328.850000 sec): 3 clusters
  Score: Raw -54820.955372 + Penalty 1998.252196 = -52822.703176
  nChanged 1
		SP:Iteration 8Q (88329.020000 sec): 3 clusters
  Score: Raw -54821.714263 + Penalty 1998.252196 = -52823.462066
  nChanged 3
		SP:Iteration 9Q (88329.210000 sec): 3 clusters
  Score: Raw -54825.710688 + Penalty 1998.252196 = -52827.458492
  nChanged 1
		SP:Iteration 10Q (88329.410000 sec): 3 clusters
  Score: Raw -54827.305107 + Penalty 1998.252196 = -52829.052911
  nChanged 1
		SP:Iteration 11Q (88329.620000 sec): 3 clusters
  Score: Raw -54830.239618 + Penalty 1998.252196 = -52831.987422
  nChanged 1
		SP:Iteration 12Q (88329.820000 sec): 3 clusters
  Score: Raw -54831.703134 + Penalty 1998.252196 = -52833.450938
  nChanged 1
		SP:Iteration 13Q (88329.990000 sec): 3 clusters
  Score: Raw -54834.231688 + Penalty 1998.252196 = -52835.979492
  nChanged 2
		SP:Iteration 14Q (88330.140000 sec): 3 clusters
  Score: Raw -54841.315251 + Penalty 1998.252196 = -52843.063055
  nChanged 1
		SP:Iteration 15Q (88330.340000 sec): 3 clusters
  Score: Raw -54842.639967 + Penalty 1998.252196 = -52844.387771
  nChanged 2
		SP:Iteration 16Q (88330.520000 sec): 3 clusters
  Score: Raw -54845.693386 + Penalty 1998.252196 = -52847.441190
  nChanged 3
		SP:Iteration 17Q (88330.690000 sec): 3 clusters
  Score: Raw -54851.377548 + Penalty 1998.252196 = -52853.125351
  nChanged 3
		SP:Iteration 18Q (88330.850000 sec): 3 clusters
  Score: Raw -54855.694451 + Penalty 1998.252196 = -52857.442254
  nChanged 0
		SP:Iteration 19F (88331.060000 sec): 3 clusters
  Score: Raw -54855.694451 + Penalty 1998.252196 = -52857.442254
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88331.150000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88331.350000 sec): 3 clusters
  Score: Raw -65272.230475 + Penalty 2059.468363 = -63212.762113
  nChanged 136
		SP:Iteration 1F (88331.530000 sec): 3 clusters
  Score: Raw -65452.689838 + Penalty 2059.468363 = -63393.221475
  nChanged 38
		SP:Iteration 2F (88331.690000 sec): 3 clusters
  Score: Raw -65527.523749 + Penalty 2059.468363 = -63468.055386
  nChanged 20
		SP:Iteration 3Q (88331.890000 sec): 3 clusters
  Score: Raw -65557.683076 + Penalty 2059.468363 = -63498.214713
  nChanged 9
		SP:Iteration 4Q (88332.130000 sec): 3 clusters
  Score: Raw -65577.360698 + Penalty 2059.468363 = -63517.892335
  nChanged 15
		SP:Iteration 5Q (88332.320000 sec): 3 clusters
  Score: Raw -65615.524102 + Penalty 2059.468363 = -63556.055740
  nChanged 14
		SP:Iteration 6Q (88332.450000 sec): 3 clusters
  Score: Raw -65641.634290 + Penalty 2059.468363 = -63582.165927
  nChanged 9
		SP:Iteration 7Q (88332.630000 sec): 3 clusters
  Score: Raw -65658.148715 + Penalty 2059.468363 = -63598.680352
  nChanged 8
		SP:Iteration 8Q (88332.780000 sec): 3 clusters
  Score: Raw -65670.835123 + Penalty 2059.468363 = -63611.366760
  nChanged 4
		SP:Iteration 9Q (88332.930000 sec): 3 clusters
  Score: Raw -65675.959902 + Penalty 2059.468363 = -63616.491539
  nChanged 5
		SP:Iteration 10Q (88333.110000 sec): 3 clusters
  Score: Raw -65683.861135 + Penalty 2059.468363 = -63624.392772
  nChanged 2
		SP:Iteration 11Q (88333.280000 sec): 3 clusters
  Score: Raw -65686.672783 + Penalty 2059.468363 = -63627.204421
  nChanged 0
		SP:Iteration 12F (88333.550000 sec): 3 clusters
  Score: Raw -65686.672783 + Penalty 2059.468363 = -63627.204421
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88333.650000 sec): 2 clusters
  Score: Raw -612692.663327 + Penalty 1389.916489 = -611302.746838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88333.860000 sec): 3 clusters
  Score: Raw -610014.364461 + Penalty 2779.832977 = -607234.531483
  nChanged 2115
		SP:Iteration 1F (88334.070000 sec): 3 clusters
  Score: Raw -611197.220015 + Penalty 2779.832977 = -608417.387037
  nChanged 410
		SP:Iteration 2F (88334.300000 sec): 3 clusters
  Score: Raw -611482.083405 + Penalty 2779.832977 = -608702.250428
  nChanged 353
		SP:Iteration 3F (88334.540000 sec): 3 clusters
  Score: Raw -611753.669629 + Penalty 2779.832977 = -608973.836652
  nChanged 327
		SP:Iteration 4F (88334.740000 sec): 3 clusters
  Score: Raw -612056.934367 + Penalty 2779.832977 = -609277.101389
  nChanged 344
		SP:Iteration 5F (88334.940000 sec): 3 clusters
  Score: Raw -612355.727879 + Penalty 2779.832977 = -609575.894902
  nChanged 309
		SP:Iteration 6F (88335.170000 sec): 3 clusters
  Score: Raw -612603.015386 + Penalty 2779.832977 = -609823.182408
  nChanged 253
		SP:Iteration 7Q (88335.350000 sec): 3 clusters
  Score: Raw -612777.675367 + Penalty 2779.832977 = -609997.842389
  nChanged 200
		SP:Iteration 8Q (88335.580000 sec): 3 clusters
  Score: Raw -612924.475785 + Penalty 2779.832977 = -610144.642808
  nChanged 157
		SP:Iteration 9Q (88335.760000 sec): 3 clusters
  Score: Raw -613050.983113 + Penalty 2779.832977 = -610271.150135
  nChanged 105
		SP:Iteration 10Q (88335.970000 sec): 3 clusters
  Score: Raw -613130.842166 + Penalty 2779.832977 = -610351.009189
  nChanged 81
		SP:Iteration 11Q (88336.140000 sec): 3 clusters
  Score: Raw -613192.799084 + Penalty 2779.832977 = -610412.966106
  nChanged 77
		SP:Iteration 12Q (88336.330000 sec): 3 clusters
  Score: Raw -613257.656872 + Penalty 2779.832977 = -610477.823894
  nChanged 53
		SP:Iteration 13Q (88336.560000 sec): 3 clusters
  Score: Raw -613309.109968 + Penalty 2779.832977 = -610529.276990
  nChanged 41
		SP:Iteration 14Q (88336.800000 sec): 3 clusters
  Score: Raw -613353.626353 + Penalty 2779.832977 = -610573.793376
  nChanged 45
		SP:Iteration 15Q (88337.030000 sec): 3 clusters
  Score: Raw -613412.106804 + Penalty 2779.832977 = -610632.273826
  nChanged 36
		SP:Iteration 16Q (88337.200000 sec): 3 clusters
  Score: Raw -613462.346894 + Penalty 2779.832977 = -610682.513916
  nChanged 33
		SP:Iteration 17Q (88337.430000 sec): 3 clusters
  Score: Raw -613513.602570 + Penalty 2779.832977 = -610733.769593
  nChanged 23
		SP:Iteration 18Q (88337.570000 sec): 3 clusters
  Score: Raw -613538.511363 + Penalty 2779.832977 = -610758.678386
  nChanged 21
		SP:Iteration 19Q (88337.800000 sec): 3 clusters
  Score: Raw -613553.468847 + Penalty 2779.832977 = -610773.635869
  nChanged 13
		SP:Iteration 20F (88338.040000 sec): 3 clusters
  Score: Raw -613563.359518 + Penalty 2779.832977 = -610783.526540
  nChanged 6
		SP:Iteration 21Q (88338.230000 sec): 3 clusters
  Score: Raw -613565.708316 + Penalty 2779.832977 = -610785.875338
  nChanged 2
		SP:Iteration 22Q (88338.440000 sec): 3 clusters
  Score: Raw -613566.281898 + Penalty 2779.832977 = -610786.448921
  nChanged 1
		SP:Iteration 23Q (88338.610000 sec): 3 clusters
  Score: Raw -613566.842013 + Penalty 2779.832977 = -610787.009036
  nChanged 1
		SP:Iteration 24Q (88338.870000 sec): 3 clusters
  Score: Raw -613567.168625 + Penalty 2779.832977 = -610787.335648
  nChanged 0
		SP:Iteration 25F (88339.060000 sec): 3 clusters
  Score: Raw -613567.168625 + Penalty 2779.832977 = -610787.335648
  nChanged 0
Iteration 219Q (88485.610000 sec): 66 clusters
  Score: Raw -223657563.046640 + Penalty 152791.978268 = -223504771.068372
  nChanged 224
Iteration 220F (88714.730000 sec): 66 clusters
  Score: Raw -223657569.958568 + Penalty 152791.978268 = -223504777.980300
  nChanged 211
Iteration 221Q (88852.980000 sec): 66 clusters
  Score: Raw -223657575.609957 + Penalty 152791.978268 = -223504783.631689
  nChanged 189
Iteration 222Q (88979.440000 sec): 66 clusters
  Score: Raw -223657580.343585 + Penalty 152791.978268 = -223504788.365317
  nChanged 171
Iteration 223Q (89117.690000 sec): 66 clusters
  Score: Raw -223657584.887233 + Penalty 152791.978268 = -223504792.908966
  nChanged 153
Iteration 224Q (89262.340000 sec): 66 clusters
  Score: Raw -223657588.645091 + Penalty 152791.978268 = -223504796.666823
  nChanged 165
Iteration 225Q (89399.790000 sec): 66 clusters
  Score: Raw -223657592.147049 + Penalty 152791.978268 = -223504800.168781
  nChanged 130
Iteration 226Q (89529.390000 sec): 66 clusters
  Score: Raw -223657595.418621 + Penalty 152791.978268 = -223504803.440353
  nChanged 132
Iteration 227Q (89675.020000 sec): 66 clusters
  Score: Raw -223657598.889444 + Penalty 152791.978268 = -223504806.911176
  nChanged 151
Iteration 228Q (89814.740000 sec): 66 clusters
  Score: Raw -223657602.900551 + Penalty 152791.978268 = -223504810.922283
  nChanged 157
Iteration 229Q (89955.370000 sec): 66 clusters
  Score: Raw -223657607.055583 + Penalty 152791.978268 = -223504815.077315
  nChanged 150
Iteration 230Q (90089.960000 sec): 66 clusters
  Score: Raw -223657610.963787 + Penalty 152791.978268 = -223504818.985519
  nChanged 150
Iteration 231Q (90229.310000 sec): 66 clusters
  Score: Raw -223657615.610885 + Penalty 152791.978268 = -223504823.632618
  nChanged 140
Iteration 232Q (90368.370000 sec): 66 clusters
  Score: Raw -223657619.497856 + Penalty 152791.978268 = -223504827.519589
  nChanged 150
Iteration 233Q (90516.140000 sec): 66 clusters
  Score: Raw -223657623.687076 + Penalty 152791.978268 = -223504831.708808
  nChanged 151
Iteration 234Q (90653.280000 sec): 66 clusters
  Score: Raw -223657628.315370 + Penalty 152791.978268 = -223504836.337103
  nChanged 147
Iteration 235Q (90780.350000 sec): 66 clusters
  Score: Raw -223657633.365847 + Penalty 152791.978268 = -223504841.387580
  nChanged 165
Iteration 236Q (90920.840000 sec): 66 clusters
  Score: Raw -223657638.103483 + Penalty 152791.978268 = -223504846.125215
  nChanged 177
Iteration 237Q (91060.760000 sec): 66 clusters
  Score: Raw -223657643.428539 + Penalty 152791.978268 = -223504851.450271
  nChanged 193
Iteration 238Q (91200.000000 sec): 66 clusters
  Score: Raw -223657649.048824 + Penalty 152791.978268 = -223504857.070556
  nChanged 203
Iteration 239Q (91343.020000 sec): 66 clusters
  Score: Raw -223657654.905273 + Penalty 152791.978268 = -223504862.927006
  nChanged 189
Iteration 240F (91562.640000 sec): 66 clusters
  Score: Raw -223657660.551037 + Penalty 152791.978268 = -223504868.572769
  nChanged 199
Iteration 241Q (91693.140000 sec): 66 clusters
  Score: Raw -223657666.277094 + Penalty 152791.978268 = -223504874.298826
  nChanged 218
Iteration 242Q (91831.870000 sec): 66 clusters
  Score: Raw -223657673.008920 + Penalty 152791.978268 = -223504881.030653
  nChanged 217
Iteration 243Q (91971.910000 sec): 66 clusters
  Score: Raw -223657680.225530 + Penalty 152791.978268 = -223504888.247263
  nChanged 229
Iteration 244Q (92114.600000 sec): 66 clusters
  Score: Raw -223657687.560918 + Penalty 152791.978268 = -223504895.582650
  nChanged 220
Iteration 245Q (92257.430000 sec): 66 clusters
  Score: Raw -223657694.965340 + Penalty 152791.978268 = -223504902.987072
  nChanged 212
Iteration 246Q (92401.690000 sec): 66 clusters
  Score: Raw -223657701.363917 + Penalty 152791.978268 = -223504909.385649
  nChanged 209
Iteration 247Q (92542.240000 sec): 66 clusters
  Score: Raw -223657708.327244 + Penalty 152791.978268 = -223504916.348976
  nChanged 251
Iteration 248Q (92690.240000 sec): 66 clusters
  Score: Raw -223657716.881166 + Penalty 152791.978268 = -223504924.902898
  nChanged 270
Iteration 249Q (92833.150000 sec): 66 clusters
  Score: Raw -223657726.229241 + Penalty 152791.978268 = -223504934.250973
  nChanged 276
Iteration 250Q (92971.180000 sec): 66 clusters
  Score: Raw -223657737.815373 + Penalty 152791.978268 = -223504945.837105
  nChanged 285
Iteration 251Q (93114.770000 sec): 66 clusters
  Score: Raw -223657748.672602 + Penalty 152791.978268 = -223504956.694334
  nChanged 313
Iteration 252Q (93257.400000 sec): 66 clusters
  Score: Raw -223657761.992133 + Penalty 152791.978268 = -223504970.013866
  nChanged 313
Iteration 253Q (93397.120000 sec): 66 clusters
  Score: Raw -223657775.539312 + Penalty 152791.978268 = -223504983.561044
  nChanged 304
Iteration 254Q (93547.070000 sec): 66 clusters
  Score: Raw -223657787.439886 + Penalty 152791.978268 = -223504995.461619
  nChanged 326
Iteration 255Q (93695.230000 sec): 66 clusters
  Score: Raw -223657802.653010 + Penalty 152791.978268 = -223505010.674743
  nChanged 350
Iteration 256Q (93850.920000 sec): 66 clusters
  Score: Raw -223657819.087029 + Penalty 152791.978268 = -223505027.108761
  nChanged 384
Iteration 257Q (93988.170000 sec): 66 clusters
  Score: Raw -223657836.367792 + Penalty 152791.978268 = -223505044.389524
  nChanged 428
Iteration 258Q (94123.030000 sec): 66 clusters
  Score: Raw -223657858.159205 + Penalty 152791.978268 = -223505066.180937
  nChanged 464
Writing temp clu file 
Because OldScore, -223505044.389524, is greater than current (better) Score,-223505066.180937 
 Compute initial score before splitting:   Score: Raw -223657858.159205 + Penalty 152791.978268 = -223505066.180937
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (356803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94125.220000 sec): 2 clusters
  Score: Raw -42720856.201154 + Penalty 2077.552602 = -42718778.648552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94127.420000 sec): 3 clusters
  Score: Raw -42481785.666489 + Penalty 4155.105204 = -42477630.561286
  nChanged 174431
		SP:Iteration 1F (94129.350000 sec): 3 clusters
  Score: Raw -42588287.627716 + Penalty 4155.105204 = -42584132.522512
  nChanged 11451
		SP:Iteration 2Q (94131.460000 sec): 3 clusters
  Score: Raw -42591500.867332 + Penalty 4155.105204 = -42587345.762129
  nChanged 13521
		SP:Iteration 3Q (94133.490000 sec): 3 clusters
  Score: Raw -42596420.960813 + Penalty 4155.105204 = -42592265.855609
  nChanged 17016
		SP:Iteration 4Q (94135.410000 sec): 3 clusters
  Score: Raw -42604710.824457 + Penalty 4155.105204 = -42600555.719253
  nChanged 22599
		SP:Iteration 5F (94137.510000 sec): 3 clusters
  Score: Raw -42619089.688632 + Penalty 4155.105204 = -42614934.583429
  nChanged 28513
		SP:Iteration 6F (94139.620000 sec): 3 clusters
  Score: Raw -42641370.287073 + Penalty 4155.105204 = -42637215.181870
  nChanged 31176
		SP:Iteration 7F (94141.930000 sec): 3 clusters
  Score: Raw -42669433.902710 + Penalty 4155.105204 = -42665278.797506
  nChanged 26838
		SP:Iteration 8F (94144.370000 sec): 3 clusters
  Score: Raw -42694959.356176 + Penalty 4155.105204 = -42690804.250972
  nChanged 16609
		SP:Iteration 9Q (94146.630000 sec): 3 clusters
  Score: Raw -42710613.605087 + Penalty 4155.105204 = -42706458.499884
  nChanged 7686
		SP:Iteration 10Q (94148.520000 sec): 3 clusters
  Score: Raw -42717404.993932 + Penalty 4155.105204 = -42713249.888728
  nChanged 2835
		SP:Iteration 11Q (94150.200000 sec): 3 clusters
  Score: Raw -42719764.063142 + Penalty 4155.105204 = -42715608.957938
  nChanged 992
		SP:Iteration 12Q (94151.890000 sec): 3 clusters
  Score: Raw -42720607.683861 + Penalty 4155.105204 = -42716452.578658
  nChanged 378
		SP:Iteration 13Q (94153.550000 sec): 3 clusters
  Score: Raw -42720943.099421 + Penalty 4155.105204 = -42716787.994217
  nChanged 163
		SP:Iteration 14Q (94155.190000 sec): 3 clusters
  Score: Raw -42721090.296771 + Penalty 4155.105204 = -42716935.191567
  nChanged 95
		SP:Iteration 15Q (94156.830000 sec): 3 clusters
  Score: Raw -42721184.643542 + Penalty 4155.105204 = -42717029.538339
  nChanged 77
		SP:Iteration 16Q (94158.520000 sec): 3 clusters
  Score: Raw -42721263.785521 + Penalty 4155.105204 = -42717108.680317
  nChanged 50
		SP:Iteration 17Q (94160.350000 sec): 3 clusters
  Score: Raw -42721320.252468 + Penalty 4155.105204 = -42717165.147264
  nChanged 47
		SP:Iteration 18Q (94162.490000 sec): 3 clusters
  Score: Raw -42721362.256548 + Penalty 4155.105204 = -42717207.151345
  nChanged 32
		SP:Iteration 19Q (94164.290000 sec): 3 clusters
  Score: Raw -42721404.502484 + Penalty 4155.105204 = -42717249.397281
  nChanged 36
		SP:Iteration 20F (94166.080000 sec): 3 clusters
  Score: Raw -42721459.406599 + Penalty 4155.105204 = -42717304.301396
  nChanged 39
		SP:Iteration 21Q (94167.750000 sec): 3 clusters
  Score: Raw -42721501.220909 + Penalty 4155.105204 = -42717346.115705
  nChanged 38
		SP:Iteration 22Q (94169.490000 sec): 3 clusters
  Score: Raw -42721533.039902 + Penalty 4155.105204 = -42717377.934698
  nChanged 40
		SP:Iteration 23Q (94171.240000 sec): 3 clusters
  Score: Raw -42721567.884843 + Penalty 4155.105204 = -42717412.779639
  nChanged 40
		SP:Iteration 24Q (94173.140000 sec): 3 clusters
  Score: Raw -42721595.708902 + Penalty 4155.105204 = -42717440.603699
  nChanged 29
		SP:Iteration 25Q (94175.110000 sec): 3 clusters
  Score: Raw -42721615.476876 + Penalty 4155.105204 = -42717460.371672
  nChanged 33
		SP:Iteration 26Q (94176.820000 sec): 3 clusters
  Score: Raw -42721633.428345 + Penalty 4155.105204 = -42717478.323141
  nChanged 28
		SP:Iteration 27Q (94178.470000 sec): 3 clusters
  Score: Raw -42721651.910205 + Penalty 4155.105204 = -42717496.805002
  nChanged 32
		SP:Iteration 28Q (94180.330000 sec): 3 clusters
  Score: Raw -42721673.578964 + Penalty 4155.105204 = -42717518.473761
  nChanged 36
		SP:Iteration 29Q (94182.080000 sec): 3 clusters
  Score: Raw -42721692.090320 + Penalty 4155.105204 = -42717536.985116
  nChanged 21
		SP:Iteration 30Q (94183.950000 sec): 3 clusters
  Score: Raw -42721705.430244 + Penalty 4155.105204 = -42717550.325041
  nChanged 24
		SP:Iteration 31Q (94185.310000 sec): 3 clusters
  Score: Raw -42721718.750789 + Penalty 4155.105204 = -42717563.645586
  nChanged 23
		SP:Iteration 32Q (94186.840000 sec): 3 clusters
  Score: Raw -42721730.059534 + Penalty 4155.105204 = -42717574.954331
  nChanged 21
		SP:Iteration 33Q (94188.400000 sec): 3 clusters
  Score: Raw -42721741.782897 + Penalty 4155.105204 = -42717586.677694
  nChanged 23
		SP:Iteration 34Q (94189.910000 sec): 3 clusters
  Score: Raw -42721759.114774 + Penalty 4155.105204 = -42717604.009571
  nChanged 27
		SP:Iteration 35Q (94191.340000 sec): 3 clusters
  Score: Raw -42721774.061904 + Penalty 4155.105204 = -42717618.956700
  nChanged 21
		SP:Iteration 36Q (94192.810000 sec): 3 clusters
  Score: Raw -42721783.363917 + Penalty 4155.105204 = -42717628.258714
  nChanged 18
		SP:Iteration 37Q (94194.600000 sec): 3 clusters
  Score: Raw -42721790.630950 + Penalty 4155.105204 = -42717635.525746
  nChanged 20
		SP:Iteration 38Q (94196.480000 sec): 3 clusters
  Score: Raw -42721799.944591 + Penalty 4155.105204 = -42717644.839388
  nChanged 11
		SP:Iteration 39Q (94198.130000 sec): 3 clusters
  Score: Raw -42721804.124135 + Penalty 4155.105204 = -42717649.018932
  nChanged 11
		SP:Iteration 40F (94199.850000 sec): 3 clusters
  Score: Raw -42721820.953906 + Penalty 4155.105204 = -42717665.848703
  nChanged 23
		SP:Iteration 41Q (94200.960000 sec): 3 clusters
  Score: Raw -42721832.750111 + Penalty 4155.105204 = -42717677.644908
  nChanged 19
		SP:Iteration 42Q (94202.160000 sec): 3 clusters
  Score: Raw -42721840.402101 + Penalty 4155.105204 = -42717685.296897
  nChanged 12
		SP:Iteration 43Q (94203.480000 sec): 3 clusters
  Score: Raw -42721843.994882 + Penalty 4155.105204 = -42717688.889679
  nChanged 9
		SP:Iteration 44Q (94204.950000 sec): 3 clusters
  Score: Raw -42721847.072060 + Penalty 4155.105204 = -42717691.966856
  nChanged 13
		SP:Iteration 45Q (94206.700000 sec): 3 clusters
  Score: Raw -42721851.626504 + Penalty 4155.105204 = -42717696.521300
  nChanged 16
		SP:Iteration 46Q (94208.230000 sec): 3 clusters
  Score: Raw -42721857.883099 + Penalty 4155.105204 = -42717702.777895
  nChanged 9
		SP:Iteration 47Q (94209.520000 sec): 3 clusters
  Score: Raw -42721860.836087 + Penalty 4155.105204 = -42717705.730884
  nChanged 8
		SP:Iteration 48Q (94210.850000 sec): 3 clusters
  Score: Raw -42721863.298167 + Penalty 4155.105204 = -42717708.192964
  nChanged 7
		SP:Iteration 49Q (94212.360000 sec): 3 clusters
  Score: Raw -42721865.578749 + Penalty 4155.105204 = -42717710.473546
  nChanged 5
		SP:Iteration 50Q (94213.770000 sec): 3 clusters
  Score: Raw -42721867.124804 + Penalty 4155.105204 = -42717712.019600
  nChanged 7
		SP:Iteration 51Q (94215.380000 sec): 3 clusters
  Score: Raw -42721869.287506 + Penalty 4155.105204 = -42717714.182302
  nChanged 5
		SP:Iteration 52Q (94217.300000 sec): 3 clusters
  Score: Raw -42721870.999563 + Penalty 4155.105204 = -42717715.894359
  nChanged 4
		SP:Iteration 53Q (94219.080000 sec): 3 clusters
  Score: Raw -42721872.627460 + Penalty 4155.105204 = -42717717.522257
  nChanged 4
		SP:Iteration 54Q (94220.620000 sec): 3 clusters
  Score: Raw -42721873.881829 + Penalty 4155.105204 = -42717718.776625
  nChanged 2
		SP:Iteration 55Q (94222.230000 sec): 3 clusters
  Score: Raw -42721874.494394 + Penalty 4155.105204 = -42717719.389191
  nChanged 1
		SP:Iteration 56Q (94223.910000 sec): 3 clusters
  Score: Raw -42721874.729067 + Penalty 4155.105204 = -42717719.623864
  nChanged 2
		SP:Iteration 57Q (94225.650000 sec): 3 clusters
  Score: Raw -42721875.077719 + Penalty 4155.105204 = -42717719.972515
  nChanged 0
		SP:Iteration 58F (94227.880000 sec): 3 clusters
  Score: Raw -42721875.077719 + Penalty 4155.105204 = -42717719.972515
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94228.180000 sec): 2 clusters
  Score: Raw -1314224.407658 + Penalty 1511.709614 = -1312712.698045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94228.430000 sec): 3 clusters
  Score: Raw -1307954.136816 + Penalty 3023.419227 = -1304930.717589
  nChanged 4818
		SP:Iteration 1F (94228.650000 sec): 3 clusters
  Score: Raw -1310797.509634 + Penalty 3023.419227 = -1307774.090407
  nChanged 690
		SP:Iteration 2F (94228.810000 sec): 3 clusters
  Score: Raw -1311138.605117 + Penalty 3023.419227 = -1308115.185890
  nChanged 625
		SP:Iteration 3F (94229.010000 sec): 3 clusters
  Score: Raw -1311489.664819 + Penalty 3023.419227 = -1308466.245591
  nChanged 558
		SP:Iteration 4F (94229.230000 sec): 3 clusters
  Score: Raw -1311811.522341 + Penalty 3023.419227 = -1308788.103113
  nChanged 553
		SP:Iteration 5F (94229.410000 sec): 3 clusters
  Score: Raw -1312144.667680 + Penalty 3023.419227 = -1309121.248452
  nChanged 538
		SP:Iteration 6Q (94229.620000 sec): 3 clusters
  Score: Raw -1312451.108231 + Penalty 3023.419227 = -1309427.689004
  nChanged 444
		SP:Iteration 7Q (94229.810000 sec): 3 clusters
  Score: Raw -1312673.110146 + Penalty 3023.419227 = -1309649.690919
  nChanged 388
		SP:Iteration 8Q (94230.020000 sec): 3 clusters
  Score: Raw -1312827.906769 + Penalty 3023.419227 = -1309804.487542
  nChanged 327
		SP:Iteration 9Q (94230.230000 sec): 3 clusters
  Score: Raw -1312964.508929 + Penalty 3023.419227 = -1309941.089702
  nChanged 266
		SP:Iteration 10Q (94230.500000 sec): 3 clusters
  Score: Raw -1313070.525495 + Penalty 3023.419227 = -1310047.106267
  nChanged 256
		SP:Iteration 11Q (94230.730000 sec): 3 clusters
  Score: Raw -1313162.228438 + Penalty 3023.419227 = -1310138.809210
  nChanged 237
		SP:Iteration 12Q (94230.930000 sec): 3 clusters
  Score: Raw -1313250.616411 + Penalty 3023.419227 = -1310227.197184
  nChanged 221
		SP:Iteration 13Q (94231.170000 sec): 3 clusters
  Score: Raw -1313325.822479 + Penalty 3023.419227 = -1310302.403252
  nChanged 220
		SP:Iteration 14Q (94231.370000 sec): 3 clusters
  Score: Raw -1313402.618698 + Penalty 3023.419227 = -1310379.199471
  nChanged 214
		SP:Iteration 15Q (94231.590000 sec): 3 clusters
  Score: Raw -1313481.660073 + Penalty 3023.419227 = -1310458.240846
  nChanged 190
		SP:Iteration 16Q (94231.770000 sec): 3 clusters
  Score: Raw -1313545.935449 + Penalty 3023.419227 = -1310522.516222
  nChanged 200
		SP:Iteration 17Q (94231.990000 sec): 3 clusters
  Score: Raw -1313628.858893 + Penalty 3023.419227 = -1310605.439666
  nChanged 204
		SP:Iteration 18Q (94232.230000 sec): 3 clusters
  Score: Raw -1313721.892116 + Penalty 3023.419227 = -1310698.472889
  nChanged 219
		SP:Iteration 19Q (94232.410000 sec): 3 clusters
  Score: Raw -1313835.621256 + Penalty 3023.419227 = -1310812.202029
  nChanged 214
		SP:Iteration 20F (94232.610000 sec): 3 clusters
  Score: Raw -1313955.603038 + Penalty 3023.419227 = -1310932.183811
  nChanged 201
		SP:Iteration 21Q (94232.810000 sec): 3 clusters
  Score: Raw -1314072.291852 + Penalty 3023.419227 = -1311048.872625
  nChanged 182
		SP:Iteration 22Q (94233.010000 sec): 3 clusters
  Score: Raw -1314188.780022 + Penalty 3023.419227 = -1311165.360795
  nChanged 189
		SP:Iteration 23Q (94233.230000 sec): 3 clusters
  Score: Raw -1314323.021941 + Penalty 3023.419227 = -1311299.602713
  nChanged 182
		SP:Iteration 24Q (94233.430000 sec): 3 clusters
  Score: Raw -1314449.672619 + Penalty 3023.419227 = -1311426.253391
  nChanged 147
		SP:Iteration 25Q (94233.610000 sec): 3 clusters
  Score: Raw -1314531.163556 + Penalty 3023.419227 = -1311507.744329
  nChanged 117
		SP:Iteration 26Q (94233.850000 sec): 3 clusters
  Score: Raw -1314605.622633 + Penalty 3023.419227 = -1311582.203405
  nChanged 101
		SP:Iteration 27Q (94234.120000 sec): 3 clusters
  Score: Raw -1314669.827334 + Penalty 3023.419227 = -1311646.408107
  nChanged 80
		SP:Iteration 28Q (94234.320000 sec): 3 clusters
  Score: Raw -1314708.308366 + Penalty 3023.419227 = -1311684.889139
  nChanged 67
		SP:Iteration 29Q (94234.560000 sec): 3 clusters
  Score: Raw -1314737.460129 + Penalty 3023.419227 = -1311714.040902
  nChanged 53
		SP:Iteration 30Q (94234.730000 sec): 3 clusters
  Score: Raw -1314758.109924 + Penalty 3023.419227 = -1311734.690696
  nChanged 46
		SP:Iteration 31Q (94234.930000 sec): 3 clusters
  Score: Raw -1314772.119684 + Penalty 3023.419227 = -1311748.700457
  nChanged 38
		SP:Iteration 32Q (94235.180000 sec): 3 clusters
  Score: Raw -1314784.857792 + Penalty 3023.419227 = -1311761.438565
  nChanged 37
		SP:Iteration 33Q (94235.370000 sec): 3 clusters
  Score: Raw -1314795.931039 + Penalty 3023.419227 = -1311772.511812
  nChanged 23
		SP:Iteration 34Q (94235.580000 sec): 3 clusters
  Score: Raw -1314801.678678 + Penalty 3023.419227 = -1311778.259451
  nChanged 16
		SP:Iteration 35Q (94235.780000 sec): 3 clusters
  Score: Raw -1314806.590380 + Penalty 3023.419227 = -1311783.171152
  nChanged 15
		SP:Iteration 36Q (94235.990000 sec): 3 clusters
  Score: Raw -1314809.535899 + Penalty 3023.419227 = -1311786.116672
  nChanged 15
		SP:Iteration 37Q (94236.180000 sec): 3 clusters
  Score: Raw -1314813.572044 + Penalty 3023.419227 = -1311790.152817
  nChanged 13
		SP:Iteration 38Q (94236.380000 sec): 3 clusters
  Score: Raw -1314816.292715 + Penalty 3023.419227 = -1311792.873488
  nChanged 7
		SP:Iteration 39Q (94236.620000 sec): 3 clusters
  Score: Raw -1314818.066665 + Penalty 3023.419227 = -1311794.647438
  nChanged 8
		SP:Iteration 40F (94236.820000 sec): 3 clusters
  Score: Raw -1314820.034238 + Penalty 3023.419227 = -1311796.615011
  nChanged 8
		SP:Iteration 41Q (94237.020000 sec): 3 clusters
  Score: Raw -1314822.072657 + Penalty 3023.419227 = -1311798.653429
  nChanged 9
		SP:Iteration 42Q (94237.200000 sec): 3 clusters
  Score: Raw -1314824.681725 + Penalty 3023.419227 = -1311801.262497
  nChanged 5
		SP:Iteration 43Q (94237.420000 sec): 3 clusters
  Score: Raw -1314826.372911 + Penalty 3023.419227 = -1311802.953684
  nChanged 11
		SP:Iteration 44Q (94237.620000 sec): 3 clusters
  Score: Raw -1314830.246107 + Penalty 3023.419227 = -1311806.826880
  nChanged 11
		SP:Iteration 45Q (94237.840000 sec): 3 clusters
  Score: Raw -1314832.410624 + Penalty 3023.419227 = -1311808.991397
  nChanged 5
		SP:Iteration 46Q (94238.040000 sec): 3 clusters
  Score: Raw -1314833.355217 + Penalty 3023.419227 = -1311809.935990
  nChanged 4
		SP:Iteration 47Q (94238.300000 sec): 3 clusters
  Score: Raw -1314834.559290 + Penalty 3023.419227 = -1311811.140063
  nChanged 5
		SP:Iteration 48Q (94238.490000 sec): 3 clusters
  Score: Raw -1314835.728261 + Penalty 3023.419227 = -1311812.309034
  nChanged 5
		SP:Iteration 49Q (94238.680000 sec): 3 clusters
  Score: Raw -1314836.607832 + Penalty 3023.419227 = -1311813.188604
  nChanged 4
		SP:Iteration 50Q (94238.860000 sec): 3 clusters
  Score: Raw -1314837.793433 + Penalty 3023.419227 = -1311814.374206
  nChanged 2
		SP:Iteration 51Q (94239.080000 sec): 3 clusters
  Score: Raw -1314838.090872 + Penalty 3023.419227 = -1311814.671645
  nChanged 1
		SP:Iteration 52Q (94239.260000 sec): 3 clusters
  Score: Raw -1314838.797595 + Penalty 3023.419227 = -1311815.378368
  nChanged 4
		SP:Iteration 53Q (94239.450000 sec): 3 clusters
  Score: Raw -1314839.570564 + Penalty 3023.419227 = -1311816.151337
  nChanged 4
		SP:Iteration 54Q (94239.700000 sec): 3 clusters
  Score: Raw -1314840.838107 + Penalty 3023.419227 = -1311817.418880
  nChanged 3
		SP:Iteration 55Q (94239.910000 sec): 3 clusters
  Score: Raw -1314841.505874 + Penalty 3023.419227 = -1311818.086647
  nChanged 1
		SP:Iteration 56Q (94240.130000 sec): 3 clusters
  Score: Raw -1314841.773101 + Penalty 3023.419227 = -1311818.353873
  nChanged 3
		SP:Iteration 57Q (94240.380000 sec): 3 clusters
  Score: Raw -1314842.497689 + Penalty 3023.419227 = -1311819.078462
  nChanged 1
		SP:Iteration 58Q (94240.610000 sec): 3 clusters
  Score: Raw -1314842.792429 + Penalty 3023.419227 = -1311819.373202
  nChanged 1
		SP:Iteration 59Q (94240.820000 sec): 3 clusters
  Score: Raw -1314842.870139 + Penalty 3023.419227 = -1311819.450912
  nChanged 0
		SP:Iteration 60F (94241.030000 sec): 3 clusters
  Score: Raw -1314842.870139 + Penalty 3023.419227 = -1311819.450912
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94241.160000 sec): 2 clusters
  Score: Raw -942727.878950 + Penalty 1442.120530 = -941285.758420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94241.360000 sec): 3 clusters
  Score: Raw -938775.545156 + Penalty 2884.241060 = -935891.304097
  nChanged 2955
		SP:Iteration 1F (94241.540000 sec): 3 clusters
  Score: Raw -940342.171445 + Penalty 2884.241060 = -937457.930386
  nChanged 399
		SP:Iteration 2F (94241.720000 sec): 3 clusters
  Score: Raw -940507.642286 + Penalty 2884.241060 = -937623.401227
  nChanged 323
		SP:Iteration 3Q (94241.900000 sec): 3 clusters
  Score: Raw -940641.404574 + Penalty 2884.241060 = -937757.163514
  nChanged 274
		SP:Iteration 4Q (94242.080000 sec): 3 clusters
  Score: Raw -940765.192506 + Penalty 2884.241060 = -937880.951446
  nChanged 279
		SP:Iteration 5Q (94242.300000 sec): 3 clusters
  Score: Raw -940897.144986 + Penalty 2884.241060 = -938012.903927
  nChanged 270
		SP:Iteration 6Q (94242.450000 sec): 3 clusters
  Score: Raw -941036.088608 + Penalty 2884.241060 = -938151.847548
  nChanged 286
		SP:Iteration 7Q (94242.610000 sec): 3 clusters
  Score: Raw -941199.815202 + Penalty 2884.241060 = -938315.574142
  nChanged 309
		SP:Iteration 8Q (94242.770000 sec): 3 clusters
  Score: Raw -941396.639352 + Penalty 2884.241060 = -938512.398292
  nChanged 322
		SP:Iteration 9Q (94242.970000 sec): 3 clusters
  Score: Raw -941613.177704 + Penalty 2884.241060 = -938728.936644
  nChanged 309
		SP:Iteration 10Q (94243.140000 sec): 3 clusters
  Score: Raw -941847.522308 + Penalty 2884.241060 = -938963.281248
  nChanged 307
		SP:Iteration 11Q (94243.320000 sec): 3 clusters
  Score: Raw -942090.944099 + Penalty 2884.241060 = -939206.703039
  nChanged 257
		SP:Iteration 12Q (94243.560000 sec): 3 clusters
  Score: Raw -942313.240492 + Penalty 2884.241060 = -939428.999433
  nChanged 224
		SP:Iteration 13Q (94243.770000 sec): 3 clusters
  Score: Raw -942525.724270 + Penalty 2884.241060 = -939641.483210
  nChanged 132
		SP:Iteration 14Q (94243.950000 sec): 3 clusters
  Score: Raw -942661.041887 + Penalty 2884.241060 = -939776.800827
  nChanged 70
		SP:Iteration 15Q (94244.150000 sec): 3 clusters
  Score: Raw -942723.834481 + Penalty 2884.241060 = -939839.593422
  nChanged 44
		SP:Iteration 16Q (94244.330000 sec): 3 clusters
  Score: Raw -942773.749833 + Penalty 2884.241060 = -939889.508773
  nChanged 33
		SP:Iteration 17Q (94244.510000 sec): 3 clusters
  Score: Raw -942811.379418 + Penalty 2884.241060 = -939927.138358
  nChanged 23
		SP:Iteration 18Q (94244.680000 sec): 3 clusters
  Score: Raw -942834.599740 + Penalty 2884.241060 = -939950.358681
  nChanged 16
		SP:Iteration 19Q (94244.860000 sec): 3 clusters
  Score: Raw -942853.805264 + Penalty 2884.241060 = -939969.564204
  nChanged 10
		SP:Iteration 20F (94245.030000 sec): 3 clusters
  Score: Raw -942863.163095 + Penalty 2884.241060 = -939978.922035
  nChanged 5
		SP:Iteration 21Q (94245.210000 sec): 3 clusters
  Score: Raw -942869.235981 + Penalty 2884.241060 = -939984.994921
  nChanged 5
		SP:Iteration 22Q (94245.400000 sec): 3 clusters
  Score: Raw -942873.560041 + Penalty 2884.241060 = -939989.318981
  nChanged 7
		SP:Iteration 23Q (94245.600000 sec): 3 clusters
  Score: Raw -942882.613108 + Penalty 2884.241060 = -939998.372049
  nChanged 5
		SP:Iteration 24Q (94245.790000 sec): 3 clusters
  Score: Raw -942889.193577 + Penalty 2884.241060 = -940004.952517
  nChanged 1
		SP:Iteration 25Q (94245.960000 sec): 3 clusters
  Score: Raw -942889.890011 + Penalty 2884.241060 = -940005.648951
  nChanged 2
		SP:Iteration 26Q (94246.120000 sec): 3 clusters
  Score: Raw -942892.190128 + Penalty 2884.241060 = -940007.949068
  nChanged 2
		SP:Iteration 27Q (94246.290000 sec): 3 clusters
  Score: Raw -942894.453213 + Penalty 2884.241060 = -940010.212153
  nChanged 2
		SP:Iteration 28Q (94246.480000 sec): 3 clusters
  Score: Raw -942897.716210 + Penalty 2884.241060 = -940013.475150
  nChanged 3
		SP:Iteration 29Q (94246.640000 sec): 3 clusters
  Score: Raw -942901.575797 + Penalty 2884.241060 = -940017.334737
  nChanged 6
		SP:Iteration 30Q (94246.860000 sec): 3 clusters
  Score: Raw -942908.403598 + Penalty 2884.241060 = -940024.162539
  nChanged 3
		SP:Iteration 31Q (94247.040000 sec): 3 clusters
  Score: Raw -942912.747254 + Penalty 2884.241060 = -940028.506194
  nChanged 5
		SP:Iteration 32Q (94247.230000 sec): 3 clusters
  Score: Raw -942916.903225 + Penalty 2884.241060 = -940032.662165
  nChanged 3
		SP:Iteration 33Q (94247.440000 sec): 3 clusters
  Score: Raw -942919.993432 + Penalty 2884.241060 = -940035.752372
  nChanged 4
		SP:Iteration 34Q (94247.620000 sec): 3 clusters
  Score: Raw -942924.595751 + Penalty 2884.241060 = -940040.354691
  nChanged 2
		SP:Iteration 35Q (94247.860000 sec): 3 clusters
  Score: Raw -942927.622516 + Penalty 2884.241060 = -940043.381456
  nChanged 3
		SP:Iteration 36Q (94248.030000 sec): 3 clusters
  Score: Raw -942932.020846 + Penalty 2884.241060 = -940047.779786
  nChanged 3
		SP:Iteration 37Q (94248.190000 sec): 3 clusters
  Score: Raw -942936.390193 + Penalty 2884.241060 = -940052.149133
  nChanged 1
		SP:Iteration 38Q (94248.380000 sec): 3 clusters
  Score: Raw -942938.191354 + Penalty 2884.241060 = -940053.950295
  nChanged 0
		SP:Iteration 39F (94248.560000 sec): 3 clusters
  Score: Raw -942938.191354 + Penalty 2884.241060 = -940053.950295
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94248.680000 sec): 2 clusters
  Score: Raw -1072400.946306 + Penalty 1478.272199 = -1070922.674107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94248.920000 sec): 3 clusters
  Score: Raw -1067397.927370 + Penalty 2956.544398 = -1064441.382972
  nChanged 3867
		SP:Iteration 1F (94249.060000 sec): 3 clusters
  Score: Raw -1069704.036268 + Penalty 2956.544398 = -1066747.491870
  nChanged 685
		SP:Iteration 2F (94249.350000 sec): 3 clusters
  Score: Raw -1070129.247944 + Penalty 2956.544398 = -1067172.703546
  nChanged 646
		SP:Iteration 3F (94249.480000 sec): 3 clusters
  Score: Raw -1070589.305113 + Penalty 2956.544398 = -1067632.760716
  nChanged 619
		SP:Iteration 4F (94249.680000 sec): 3 clusters
  Score: Raw -1071041.660549 + Penalty 2956.544398 = -1068085.116151
  nChanged 572
		SP:Iteration 5F (94249.850000 sec): 3 clusters
  Score: Raw -1071439.269290 + Penalty 2956.544398 = -1068482.724893
  nChanged 455
		SP:Iteration 6F (94250.020000 sec): 3 clusters
  Score: Raw -1071687.369019 + Penalty 2956.544398 = -1068730.824621
  nChanged 316
		SP:Iteration 7Q (94250.240000 sec): 3 clusters
  Score: Raw -1071847.911471 + Penalty 2956.544398 = -1068891.367074
  nChanged 259
		SP:Iteration 8Q (94250.480000 sec): 3 clusters
  Score: Raw -1071976.915531 + Penalty 2956.544398 = -1069020.371133
  nChanged 210
		SP:Iteration 9Q (94250.710000 sec): 3 clusters
  Score: Raw -1072081.212289 + Penalty 2956.544398 = -1069124.667891
  nChanged 179
		SP:Iteration 10Q (94250.940000 sec): 3 clusters
  Score: Raw -1072165.733655 + Penalty 2956.544398 = -1069209.189257
  nChanged 147
		SP:Iteration 11Q (94251.130000 sec): 3 clusters
  Score: Raw -1072235.867064 + Penalty 2956.544398 = -1069279.322666
  nChanged 146
		SP:Iteration 12Q (94251.270000 sec): 3 clusters
  Score: Raw -1072308.034980 + Penalty 2956.544398 = -1069351.490582
  nChanged 133
		SP:Iteration 13Q (94251.440000 sec): 3 clusters
  Score: Raw -1072368.681210 + Penalty 2956.544398 = -1069412.136813
  nChanged 121
		SP:Iteration 14Q (94251.650000 sec): 3 clusters
  Score: Raw -1072426.125387 + Penalty 2956.544398 = -1069469.580989
  nChanged 121
		SP:Iteration 15Q (94251.820000 sec): 3 clusters
  Score: Raw -1072490.364778 + Penalty 2956.544398 = -1069533.820380
  nChanged 112
		SP:Iteration 16Q (94252.000000 sec): 3 clusters
  Score: Raw -1072549.437081 + Penalty 2956.544398 = -1069592.892684
  nChanged 105
		SP:Iteration 17Q (94252.170000 sec): 3 clusters
  Score: Raw -1072604.288772 + Penalty 2956.544398 = -1069647.744374
  nChanged 82
		SP:Iteration 18Q (94252.350000 sec): 3 clusters
  Score: Raw -1072654.056345 + Penalty 2956.544398 = -1069697.511947
  nChanged 80
		SP:Iteration 19Q (94252.580000 sec): 3 clusters
  Score: Raw -1072705.644857 + Penalty 2956.544398 = -1069749.100459
  nChanged 72
		SP:Iteration 20F (94252.750000 sec): 3 clusters
  Score: Raw -1072749.804167 + Penalty 2956.544398 = -1069793.259769
  nChanged 50
		SP:Iteration 21Q (94252.930000 sec): 3 clusters
  Score: Raw -1072778.717707 + Penalty 2956.544398 = -1069822.173309
  nChanged 51
		SP:Iteration 22Q (94253.120000 sec): 3 clusters
  Score: Raw -1072804.864729 + Penalty 2956.544398 = -1069848.320331
  nChanged 46
		SP:Iteration 23Q (94253.300000 sec): 3 clusters
  Score: Raw -1072829.396670 + Penalty 2956.544398 = -1069872.852272
  nChanged 33
		SP:Iteration 24Q (94253.530000 sec): 3 clusters
  Score: Raw -1072845.771268 + Penalty 2956.544398 = -1069889.226870
  nChanged 33
		SP:Iteration 25Q (94253.750000 sec): 3 clusters
  Score: Raw -1072860.028934 + Penalty 2956.544398 = -1069903.484536
  nChanged 28
		SP:Iteration 26Q (94253.940000 sec): 3 clusters
  Score: Raw -1072872.027454 + Penalty 2956.544398 = -1069915.483056
  nChanged 23
		SP:Iteration 27Q (94254.160000 sec): 3 clusters
  Score: Raw -1072883.187174 + Penalty 2956.544398 = -1069926.642776
  nChanged 21
		SP:Iteration 28Q (94254.400000 sec): 3 clusters
  Score: Raw -1072891.615912 + Penalty 2956.544398 = -1069935.071514
  nChanged 20
		SP:Iteration 29Q (94254.570000 sec): 3 clusters
  Score: Raw -1072898.543057 + Penalty 2956.544398 = -1069941.998659
  nChanged 16
		SP:Iteration 30Q (94254.740000 sec): 3 clusters
  Score: Raw -1072902.837350 + Penalty 2956.544398 = -1069946.292952
  nChanged 9
		SP:Iteration 31Q (94254.960000 sec): 3 clusters
  Score: Raw -1072904.566428 + Penalty 2956.544398 = -1069948.022030
  nChanged 6
		SP:Iteration 32Q (94255.130000 sec): 3 clusters
  Score: Raw -1072905.741967 + Penalty 2956.544398 = -1069949.197569
  nChanged 3
		SP:Iteration 33Q (94255.300000 sec): 3 clusters
  Score: Raw -1072906.487778 + Penalty 2956.544398 = -1069949.943380
  nChanged 2
		SP:Iteration 34Q (94255.500000 sec): 3 clusters
  Score: Raw -1072906.815296 + Penalty 2956.544398 = -1069950.270898
  nChanged 3
		SP:Iteration 35Q (94255.710000 sec): 3 clusters
  Score: Raw -1072907.184460 + Penalty 2956.544398 = -1069950.640062
  nChanged 0
		SP:Iteration 36F (94255.910000 sec): 3 clusters
  Score: Raw -1072907.184460 + Penalty 2956.544398 = -1069950.640062
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94255.990000 sec): 2 clusters
  Score: Raw -229605.633983 + Penalty 1241.598122 = -228364.035861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94256.150000 sec): 3 clusters
  Score: Raw -228704.487182 + Penalty 2483.196244 = -226221.290938
  nChanged 692
		SP:Iteration 1F (94256.310000 sec): 3 clusters
  Score: Raw -229183.351010 + Penalty 2483.196244 = -226700.154767
  nChanged 204
		SP:Iteration 2F (94256.460000 sec): 3 clusters
  Score: Raw -229361.732015 + Penalty 2483.196244 = -226878.535772
  nChanged 134
		SP:Iteration 3F (94256.640000 sec): 3 clusters
  Score: Raw -229490.216193 + Penalty 2483.196244 = -227007.019950
  nChanged 111
		SP:Iteration 4F (94256.840000 sec): 3 clusters
  Score: Raw -229609.747325 + Penalty 2483.196244 = -227126.551081
  nChanged 96
		SP:Iteration 5Q (94256.960000 sec): 3 clusters
  Score: Raw -229708.743980 + Penalty 2483.196244 = -227225.547736
  nChanged 66
		SP:Iteration 6Q (94257.120000 sec): 3 clusters
  Score: Raw -229768.663867 + Penalty 2483.196244 = -227285.467624
  nChanged 52
		SP:Iteration 7Q (94257.300000 sec): 3 clusters
  Score: Raw -229814.458331 + Penalty 2483.196244 = -227331.262087
  nChanged 45
		SP:Iteration 8Q (94257.490000 sec): 3 clusters
  Score: Raw -229867.461628 + Penalty 2483.196244 = -227384.265384
  nChanged 54
		SP:Iteration 9Q (94257.630000 sec): 3 clusters
  Score: Raw -229915.017143 + Penalty 2483.196244 = -227431.820899
  nChanged 42
		SP:Iteration 10Q (94257.810000 sec): 3 clusters
  Score: Raw -229941.075355 + Penalty 2483.196244 = -227457.879112
  nChanged 34
		SP:Iteration 11Q (94258.020000 sec): 3 clusters
  Score: Raw -229965.737768 + Penalty 2483.196244 = -227482.541525
  nChanged 25
		SP:Iteration 12Q (94258.140000 sec): 3 clusters
  Score: Raw -229982.330542 + Penalty 2483.196244 = -227499.134299
  nChanged 23
		SP:Iteration 13Q (94258.360000 sec): 3 clusters
  Score: Raw -230000.437211 + Penalty 2483.196244 = -227517.240967
  nChanged 26
		SP:Iteration 14Q (94258.470000 sec): 3 clusters
  Score: Raw -230021.753615 + Penalty 2483.196244 = -227538.557371
  nChanged 31
		SP:Iteration 15Q (94258.610000 sec): 3 clusters
  Score: Raw -230052.535717 + Penalty 2483.196244 = -227569.339473
  nChanged 31
		SP:Iteration 16Q (94258.780000 sec): 3 clusters
  Score: Raw -230087.202038 + Penalty 2483.196244 = -227604.005794
  nChanged 28
		SP:Iteration 17Q (94258.930000 sec): 3 clusters
  Score: Raw -230111.798268 + Penalty 2483.196244 = -227628.602024
  nChanged 31
		SP:Iteration 18Q (94259.090000 sec): 3 clusters
  Score: Raw -230135.159545 + Penalty 2483.196244 = -227651.963301
  nChanged 22
		SP:Iteration 19Q (94259.240000 sec): 3 clusters
  Score: Raw -230147.192729 + Penalty 2483.196244 = -227663.996485
  nChanged 17
		SP:Iteration 20F (94259.410000 sec): 3 clusters
  Score: Raw -230155.910549 + Penalty 2483.196244 = -227672.714306
  nChanged 10
		SP:Iteration 21Q (94259.610000 sec): 3 clusters
  Score: Raw -230161.127654 + Penalty 2483.196244 = -227677.931411
  nChanged 5
		SP:Iteration 22Q (94259.740000 sec): 3 clusters
  Score: Raw -230163.167138 + Penalty 2483.196244 = -227679.970894
  nChanged 4
		SP:Iteration 23Q (94259.900000 sec): 3 clusters
  Score: Raw -230164.803746 + Penalty 2483.196244 = -227681.607503
  nChanged 4
		SP:Iteration 24Q (94260.060000 sec): 3 clusters
  Score: Raw -230165.799868 + Penalty 2483.196244 = -227682.603625
  nChanged 4
		SP:Iteration 25Q (94260.200000 sec): 3 clusters
  Score: Raw -230168.499707 + Penalty 2483.196244 = -227685.303463
  nChanged 3
		SP:Iteration 26Q (94260.420000 sec): 3 clusters
  Score: Raw -230169.280529 + Penalty 2483.196244 = -227686.084285
  nChanged 1
		SP:Iteration 27Q (94260.570000 sec): 3 clusters
  Score: Raw -230169.539268 + Penalty 2483.196244 = -227686.343024
  nChanged 1
		SP:Iteration 28Q (94260.740000 sec): 3 clusters
  Score: Raw -230169.991692 + Penalty 2483.196244 = -227686.795448
  nChanged 0
		SP:Iteration 29F (94260.900000 sec): 3 clusters
  Score: Raw -230169.991692 + Penalty 2483.196244 = -227686.795448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94260.980000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94261.140000 sec): 3 clusters
  Score: Raw -71975.848339 + Penalty 2084.906512 = -69890.941828
  nChanged 171
		SP:Iteration 1F (94261.330000 sec): 3 clusters
  Score: Raw -72164.453731 + Penalty 2084.906512 = -70079.547220
  nChanged 44
		SP:Iteration 2F (94261.510000 sec): 3 clusters
  Score: Raw -72223.869513 + Penalty 2084.906512 = -70138.963002
  nChanged 27
		SP:Iteration 3Q (94261.680000 sec): 3 clusters
  Score: Raw -72261.534119 + Penalty 2084.906512 = -70176.627607
  nChanged 15
		SP:Iteration 4Q (94261.860000 sec): 3 clusters
  Score: Raw -72276.672000 + Penalty 2084.906512 = -70191.765489
  nChanged 7
		SP:Iteration 5Q (94262.050000 sec): 3 clusters
  Score: Raw -72285.299159 + Penalty 2084.906512 = -70200.392647
  nChanged 5
		SP:Iteration 6Q (94262.180000 sec): 3 clusters
  Score: Raw -72291.784357 + Penalty 2084.906512 = -70206.877846
  nChanged 10
		SP:Iteration 7Q (94262.320000 sec): 3 clusters
  Score: Raw -72299.834802 + Penalty 2084.906512 = -70214.928291
  nChanged 7
		SP:Iteration 8Q (94262.460000 sec): 3 clusters
  Score: Raw -72318.560682 + Penalty 2084.906512 = -70233.654170
  nChanged 9
		SP:Iteration 9Q (94262.610000 sec): 3 clusters
  Score: Raw -72332.038912 + Penalty 2084.906512 = -70247.132400
  nChanged 13
		SP:Iteration 10Q (94262.750000 sec): 3 clusters
  Score: Raw -72350.473228 + Penalty 2084.906512 = -70265.566716
  nChanged 9
		SP:Iteration 11Q (94262.900000 sec): 3 clusters
  Score: Raw -72360.601916 + Penalty 2084.906512 = -70275.695405
  nChanged 8
		SP:Iteration 12Q (94263.130000 sec): 3 clusters
  Score: Raw -72375.822036 + Penalty 2084.906512 = -70290.915525
  nChanged 15
		SP:Iteration 13Q (94263.250000 sec): 3 clusters
  Score: Raw -72399.979318 + Penalty 2084.906512 = -70315.072806
  nChanged 13
		SP:Iteration 14Q (94263.390000 sec): 3 clusters
  Score: Raw -72421.445262 + Penalty 2084.906512 = -70336.538750
  nChanged 9
		SP:Iteration 15Q (94263.500000 sec): 3 clusters
  Score: Raw -72447.918541 + Penalty 2084.906512 = -70363.012030
  nChanged 10
		SP:Iteration 16Q (94263.650000 sec): 3 clusters
  Score: Raw -72486.283401 + Penalty 2084.906512 = -70401.376889
  nChanged 10
		SP:Iteration 17Q (94263.810000 sec): 3 clusters
  Score: Raw -72547.881863 + Penalty 2084.906512 = -70462.975352
  nChanged 13
		SP:Iteration 18Q (94263.950000 sec): 3 clusters
  Score: Raw -72641.807156 + Penalty 2084.906512 = -70556.900644
  nChanged 11
		SP:Iteration 19Q (94264.110000 sec): 3 clusters
  Score: Raw -72748.785745 + Penalty 2084.906512 = -70663.879233
  nChanged 14
		SP:Iteration 20F (94264.270000 sec): 3 clusters
  Score: Raw -72798.138432 + Penalty 2084.906512 = -70713.231920
  nChanged 13
		SP:Iteration 21Q (94264.430000 sec): 3 clusters
  Score: Raw -72826.870913 + Penalty 2084.906512 = -70741.964401
  nChanged 7
		SP:Iteration 22Q (94264.630000 sec): 3 clusters
  Score: Raw -72839.286985 + Penalty 2084.906512 = -70754.380474
  nChanged 6
		SP:Iteration 23Q (94264.790000 sec): 3 clusters
  Score: Raw -72849.941499 + Penalty 2084.906512 = -70765.034987
  nChanged 1
		SP:Iteration 24Q (94264.960000 sec): 3 clusters
  Score: Raw -72851.003983 + Penalty 2084.906512 = -70766.097471
  nChanged 1
		SP:Iteration 25Q (94265.180000 sec): 3 clusters
  Score: Raw -72851.955130 + Penalty 2084.906512 = -70767.048619
  nChanged 0
		SP:Iteration 26F (94265.310000 sec): 3 clusters
  Score: Raw -72851.955130 + Penalty 2084.906512 = -70767.048619
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94265.450000 sec): 2 clusters
  Score: Raw -852511.177567 + Penalty 1446.516326 = -851064.661241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94265.640000 sec): 3 clusters
  Score: Raw -848433.787900 + Penalty 2893.032653 = -845540.755247
  nChanged 3074
		SP:Iteration 1F (94265.870000 sec): 3 clusters
  Score: Raw -850060.716957 + Penalty 2893.032653 = -847167.684305
  nChanged 492
		SP:Iteration 2F (94266.040000 sec): 3 clusters
  Score: Raw -850299.821546 + Penalty 2893.032653 = -847406.788893
  nChanged 398
		SP:Iteration 3F (94266.270000 sec): 3 clusters
  Score: Raw -850498.336970 + Penalty 2893.032653 = -847605.304317
  nChanged 379
		SP:Iteration 4F (94266.470000 sec): 3 clusters
  Score: Raw -850711.229157 + Penalty 2893.032653 = -847818.196504
  nChanged 405
		SP:Iteration 5F (94266.630000 sec): 3 clusters
  Score: Raw -850959.464991 + Penalty 2893.032653 = -848066.432338
  nChanged 417
		SP:Iteration 6F (94266.860000 sec): 3 clusters
  Score: Raw -851260.685146 + Penalty 2893.032653 = -848367.652493
  nChanged 434
		SP:Iteration 7F (94267.050000 sec): 3 clusters
  Score: Raw -851608.877790 + Penalty 2893.032653 = -848715.845137
  nChanged 387
		SP:Iteration 8F (94267.190000 sec): 3 clusters
  Score: Raw -851924.028279 + Penalty 2893.032653 = -849030.995626
  nChanged 293
		SP:Iteration 9Q (94267.330000 sec): 3 clusters
  Score: Raw -852187.200875 + Penalty 2893.032653 = -849294.168222
  nChanged 231
		SP:Iteration 10Q (94267.520000 sec): 3 clusters
  Score: Raw -852390.608129 + Penalty 2893.032653 = -849497.575476
  nChanged 148
		SP:Iteration 11Q (94267.780000 sec): 3 clusters
  Score: Raw -852507.190818 + Penalty 2893.032653 = -849614.158165
  nChanged 105
		SP:Iteration 12Q (94267.930000 sec): 3 clusters
  Score: Raw -852587.075285 + Penalty 2893.032653 = -849694.042632
  nChanged 64
		SP:Iteration 13Q (94268.130000 sec): 3 clusters
  Score: Raw -852641.605264 + Penalty 2893.032653 = -849748.572611
  nChanged 48
		SP:Iteration 14Q (94268.290000 sec): 3 clusters
  Score: Raw -852684.995720 + Penalty 2893.032653 = -849791.963067
  nChanged 34
		SP:Iteration 15Q (94268.550000 sec): 3 clusters
  Score: Raw -852715.056978 + Penalty 2893.032653 = -849822.024325
  nChanged 27
		SP:Iteration 16Q (94268.750000 sec): 3 clusters
  Score: Raw -852739.062352 + Penalty 2893.032653 = -849846.029699
  nChanged 17
		SP:Iteration 17Q (94268.940000 sec): 3 clusters
  Score: Raw -852754.699775 + Penalty 2893.032653 = -849861.667122
  nChanged 10
		SP:Iteration 18Q (94269.130000 sec): 3 clusters
  Score: Raw -852764.570078 + Penalty 2893.032653 = -849871.537425
  nChanged 8
		SP:Iteration 19Q (94269.350000 sec): 3 clusters
  Score: Raw -852772.476444 + Penalty 2893.032653 = -849879.443791
  nChanged 10
		SP:Iteration 20F (94269.540000 sec): 3 clusters
  Score: Raw -852782.373523 + Penalty 2893.032653 = -849889.340870
  nChanged 11
		SP:Iteration 21Q (94269.730000 sec): 3 clusters
  Score: Raw -852792.563418 + Penalty 2893.032653 = -849899.530765
  nChanged 17
		SP:Iteration 22Q (94269.910000 sec): 3 clusters
  Score: Raw -852804.943951 + Penalty 2893.032653 = -849911.911298
  nChanged 15
		SP:Iteration 23Q (94270.120000 sec): 3 clusters
  Score: Raw -852814.112995 + Penalty 2893.032653 = -849921.080342
  nChanged 10
		SP:Iteration 24Q (94270.340000 sec): 3 clusters
  Score: Raw -852822.112244 + Penalty 2893.032653 = -849929.079591
  nChanged 6
		SP:Iteration 25Q (94270.490000 sec): 3 clusters
  Score: Raw -852829.735945 + Penalty 2893.032653 = -849936.703292
  nChanged 9
		SP:Iteration 26Q (94270.670000 sec): 3 clusters
  Score: Raw -852837.280188 + Penalty 2893.032653 = -849944.247535
  nChanged 6
		SP:Iteration 27Q (94270.880000 sec): 3 clusters
  Score: Raw -852842.906792 + Penalty 2893.032653 = -849949.874139
  nChanged 8
		SP:Iteration 28Q (94271.050000 sec): 3 clusters
  Score: Raw -852849.977194 + Penalty 2893.032653 = -849956.944541
  nChanged 6
		SP:Iteration 29Q (94271.270000 sec): 3 clusters
  Score: Raw -852854.166781 + Penalty 2893.032653 = -849961.134128
  nChanged 2
		SP:Iteration 30Q (94271.480000 sec): 3 clusters
  Score: Raw -852855.026965 + Penalty 2893.032653 = -849961.994312
  nChanged 0
		SP:Iteration 31F (94271.640000 sec): 3 clusters
  Score: Raw -852855.026965 + Penalty 2893.032653 = -849961.994312
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94271.750000 sec): 2 clusters
  Score: Raw -708786.643540 + Penalty 1416.623333 = -707370.020207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94271.950000 sec): 3 clusters
  Score: Raw -705469.904919 + Penalty 2833.246667 = -702636.658252
  nChanged 2558
		SP:Iteration 1F (94272.170000 sec): 3 clusters
  Score: Raw -706936.653844 + Penalty 2833.246667 = -704103.407177
  nChanged 472
		SP:Iteration 2F (94272.390000 sec): 3 clusters
  Score: Raw -707250.411910 + Penalty 2833.246667 = -704417.165243
  nChanged 411
		SP:Iteration 3F (94272.550000 sec): 3 clusters
  Score: Raw -707514.724073 + Penalty 2833.246667 = -704681.477406
  nChanged 347
		SP:Iteration 4F (94272.750000 sec): 3 clusters
  Score: Raw -707751.025160 + Penalty 2833.246667 = -704917.778493
  nChanged 349
		SP:Iteration 5F (94272.970000 sec): 3 clusters
  Score: Raw -707983.523948 + Penalty 2833.246667 = -705150.277281
  nChanged 299
		SP:Iteration 6Q (94273.160000 sec): 3 clusters
  Score: Raw -708199.795211 + Penalty 2833.246667 = -705366.548544
  nChanged 263
		SP:Iteration 7Q (94273.310000 sec): 3 clusters
  Score: Raw -708398.460365 + Penalty 2833.246667 = -705565.213698
  nChanged 226
		SP:Iteration 8Q (94273.540000 sec): 3 clusters
  Score: Raw -708545.846549 + Penalty 2833.246667 = -705712.599882
  nChanged 170
		SP:Iteration 9Q (94273.730000 sec): 3 clusters
  Score: Raw -708657.744529 + Penalty 2833.246667 = -705824.497862
  nChanged 142
		SP:Iteration 10Q (94273.870000 sec): 3 clusters
  Score: Raw -708752.005485 + Penalty 2833.246667 = -705918.758818
  nChanged 120
		SP:Iteration 11Q (94274.090000 sec): 3 clusters
  Score: Raw -708826.718039 + Penalty 2833.246667 = -705993.471372
  nChanged 95
		SP:Iteration 12Q (94274.250000 sec): 3 clusters
  Score: Raw -708886.203127 + Penalty 2833.246667 = -706052.956460
  nChanged 78
		SP:Iteration 13Q (94274.460000 sec): 3 clusters
  Score: Raw -708932.036903 + Penalty 2833.246667 = -706098.790236
  nChanged 63
		SP:Iteration 14Q (94274.600000 sec): 3 clusters
  Score: Raw -708974.716876 + Penalty 2833.246667 = -706141.470209
  nChanged 57
		SP:Iteration 15Q (94274.790000 sec): 3 clusters
  Score: Raw -709016.022458 + Penalty 2833.246667 = -706182.775791
  nChanged 47
		SP:Iteration 16Q (94274.980000 sec): 3 clusters
  Score: Raw -709053.903823 + Penalty 2833.246667 = -706220.657156
  nChanged 38
		SP:Iteration 17Q (94275.160000 sec): 3 clusters
  Score: Raw -709079.863855 + Penalty 2833.246667 = -706246.617188
  nChanged 34
		SP:Iteration 18Q (94275.330000 sec): 3 clusters
  Score: Raw -709100.951212 + Penalty 2833.246667 = -706267.704545
  nChanged 22
		SP:Iteration 19Q (94275.510000 sec): 3 clusters
  Score: Raw -709114.122364 + Penalty 2833.246667 = -706280.875697
  nChanged 20
		SP:Iteration 20F (94275.680000 sec): 3 clusters
  Score: Raw -709125.975090 + Penalty 2833.246667 = -706292.728423
  nChanged 18
		SP:Iteration 21Q (94275.850000 sec): 3 clusters
  Score: Raw -709136.749105 + Penalty 2833.246667 = -706303.502438
  nChanged 11
		SP:Iteration 22Q (94276.040000 sec): 3 clusters
  Score: Raw -709140.876815 + Penalty 2833.246667 = -706307.630148
  nChanged 3
		SP:Iteration 23Q (94276.200000 sec): 3 clusters
  Score: Raw -709141.322982 + Penalty 2833.246667 = -706308.076315
  nChanged 0
		SP:Iteration 24F (94276.410000 sec): 3 clusters
  Score: Raw -709141.322982 + Penalty 2833.246667 = -706308.076315
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94276.540000 sec): 2 clusters
  Score: Raw -1841124.167806 + Penalty 1574.893904 = -1839549.273902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94276.800000 sec): 3 clusters
  Score: Raw -1831586.215609 + Penalty 3149.787808 = -1828436.427802
  nChanged 7193
		SP:Iteration 1F (94277.020000 sec): 3 clusters
  Score: Raw -1835877.047159 + Penalty 3149.787808 = -1832727.259351
  nChanged 1023
		SP:Iteration 2F (94277.260000 sec): 3 clusters
  Score: Raw -1836483.796046 + Penalty 3149.787808 = -1833334.008239
  nChanged 1080
		SP:Iteration 3F (94277.540000 sec): 3 clusters
  Score: Raw -1837250.934879 + Penalty 3149.787808 = -1834101.147071
  nChanged 1118
		SP:Iteration 4F (94277.760000 sec): 3 clusters
  Score: Raw -1838086.496662 + Penalty 3149.787808 = -1834936.708855
  nChanged 1075
		SP:Iteration 5F (94278.020000 sec): 3 clusters
  Score: Raw -1838794.265512 + Penalty 3149.787808 = -1835644.477705
  nChanged 934
		SP:Iteration 6F (94278.290000 sec): 3 clusters
  Score: Raw -1839304.841486 + Penalty 3149.787808 = -1836155.053678
  nChanged 755
		SP:Iteration 7Q (94278.520000 sec): 3 clusters
  Score: Raw -1839675.798064 + Penalty 3149.787808 = -1836526.010256
  nChanged 624
		SP:Iteration 8Q (94278.770000 sec): 3 clusters
  Score: Raw -1839944.004550 + Penalty 3149.787808 = -1836794.216742
  nChanged 470
		SP:Iteration 9Q (94279.030000 sec): 3 clusters
  Score: Raw -1840121.695798 + Penalty 3149.787808 = -1836971.907991
  nChanged 392
		SP:Iteration 10Q (94279.300000 sec): 3 clusters
  Score: Raw -1840268.278849 + Penalty 3149.787808 = -1837118.491041
  nChanged 342
		SP:Iteration 11Q (94279.520000 sec): 3 clusters
  Score: Raw -1840383.852145 + Penalty 3149.787808 = -1837234.064338
  nChanged 270
		SP:Iteration 12Q (94279.750000 sec): 3 clusters
  Score: Raw -1840465.007059 + Penalty 3149.787808 = -1837315.219252
  nChanged 241
		SP:Iteration 13Q (94279.960000 sec): 3 clusters
  Score: Raw -1840530.747668 + Penalty 3149.787808 = -1837380.959860
  nChanged 208
		SP:Iteration 14Q (94280.160000 sec): 3 clusters
  Score: Raw -1840580.591802 + Penalty 3149.787808 = -1837430.803995
  nChanged 162
		SP:Iteration 15Q (94280.410000 sec): 3 clusters
  Score: Raw -1840618.281946 + Penalty 3149.787808 = -1837468.494139
  nChanged 113
		SP:Iteration 16Q (94280.650000 sec): 3 clusters
  Score: Raw -1840638.364306 + Penalty 3149.787808 = -1837488.576498
  nChanged 74
		SP:Iteration 17Q (94280.880000 sec): 3 clusters
  Score: Raw -1840651.348152 + Penalty 3149.787808 = -1837501.560344
  nChanged 76
		SP:Iteration 18Q (94281.130000 sec): 3 clusters
  Score: Raw -1840664.732105 + Penalty 3149.787808 = -1837514.944298
  nChanged 70
		SP:Iteration 19Q (94281.350000 sec): 3 clusters
  Score: Raw -1840675.869351 + Penalty 3149.787808 = -1837526.081543
  nChanged 60
		SP:Iteration 20F (94281.590000 sec): 3 clusters
  Score: Raw -1840684.276574 + Penalty 3149.787808 = -1837534.488766
  nChanged 58
		SP:Iteration 21Q (94281.810000 sec): 3 clusters
  Score: Raw -1840692.628854 + Penalty 3149.787808 = -1837542.841046
  nChanged 66
		SP:Iteration 22Q (94282.050000 sec): 3 clusters
  Score: Raw -1840702.951429 + Penalty 3149.787808 = -1837553.163621
  nChanged 67
		SP:Iteration 23Q (94282.290000 sec): 3 clusters
  Score: Raw -1840712.120445 + Penalty 3149.787808 = -1837562.332638
  nChanged 62
		SP:Iteration 24Q (94282.550000 sec): 3 clusters
  Score: Raw -1840721.112484 + Penalty 3149.787808 = -1837571.324676
  nChanged 53
		SP:Iteration 25Q (94282.790000 sec): 3 clusters
  Score: Raw -1840727.071484 + Penalty 3149.787808 = -1837577.283677
  nChanged 48
		SP:Iteration 26Q (94283.060000 sec): 3 clusters
  Score: Raw -1840733.276172 + Penalty 3149.787808 = -1837583.488365
  nChanged 52
		SP:Iteration 27Q (94283.310000 sec): 3 clusters
  Score: Raw -1840739.795828 + Penalty 3149.787808 = -1837590.008020
  nChanged 52
		SP:Iteration 28Q (94283.600000 sec): 3 clusters
  Score: Raw -1840746.627500 + Penalty 3149.787808 = -1837596.839693
  nChanged 58
		SP:Iteration 29Q (94283.780000 sec): 3 clusters
  Score: Raw -1840755.091888 + Penalty 3149.787808 = -1837605.304080
  nChanged 67
		SP:Iteration 30Q (94284.000000 sec): 3 clusters
  Score: Raw -1840764.129959 + Penalty 3149.787808 = -1837614.342151
  nChanged 58
		SP:Iteration 31Q (94284.230000 sec): 3 clusters
  Score: Raw -1840772.036806 + Penalty 3149.787808 = -1837622.248998
  nChanged 60
		SP:Iteration 32Q (94284.460000 sec): 3 clusters
  Score: Raw -1840780.491724 + Penalty 3149.787808 = -1837630.703917
  nChanged 59
		SP:Iteration 33Q (94284.730000 sec): 3 clusters
  Score: Raw -1840787.236022 + Penalty 3149.787808 = -1837637.448215
  nChanged 47
		SP:Iteration 34Q (94284.970000 sec): 3 clusters
  Score: Raw -1840792.957868 + Penalty 3149.787808 = -1837643.170060
  nChanged 35
		SP:Iteration 35Q (94285.220000 sec): 3 clusters
  Score: Raw -1840797.408318 + Penalty 3149.787808 = -1837647.620510
  nChanged 35
		SP:Iteration 36Q (94285.520000 sec): 3 clusters
  Score: Raw -1840801.420897 + Penalty 3149.787808 = -1837651.633090
  nChanged 33
		SP:Iteration 37Q (94285.790000 sec): 3 clusters
  Score: Raw -1840805.114872 + Penalty 3149.787808 = -1837655.327065
  nChanged 37
		SP:Iteration 38Q (94286.000000 sec): 3 clusters
  Score: Raw -1840809.544831 + Penalty 3149.787808 = -1837659.757023
  nChanged 37
		SP:Iteration 39Q (94286.280000 sec): 3 clusters
  Score: Raw -1840815.197911 + Penalty 3149.787808 = -1837665.410103
  nChanged 40
		SP:Iteration 40F (94286.550000 sec): 3 clusters
  Score: Raw -1840821.871276 + Penalty 3149.787808 = -1837672.083469
  nChanged 37
		SP:Iteration 41Q (94286.790000 sec): 3 clusters
  Score: Raw -1840827.259874 + Penalty 3149.787808 = -1837677.472067
  nChanged 41
		SP:Iteration 42Q (94287.010000 sec): 3 clusters
  Score: Raw -1840832.608434 + Penalty 3149.787808 = -1837682.820626
  nChanged 36
		SP:Iteration 43Q (94287.280000 sec): 3 clusters
  Score: Raw -1840836.031383 + Penalty 3149.787808 = -1837686.243575
  nChanged 35
		SP:Iteration 44Q (94287.500000 sec): 3 clusters
  Score: Raw -1840839.848285 + Penalty 3149.787808 = -1837690.060478
  nChanged 36
		SP:Iteration 45Q (94287.720000 sec): 3 clusters
  Score: Raw -1840843.269001 + Penalty 3149.787808 = -1837693.481193
  nChanged 30
		SP:Iteration 46Q (94287.970000 sec): 3 clusters
  Score: Raw -1840846.393742 + Penalty 3149.787808 = -1837696.605934
  nChanged 36
		SP:Iteration 47Q (94288.230000 sec): 3 clusters
  Score: Raw -1840849.709390 + Penalty 3149.787808 = -1837699.921582
  nChanged 35
		SP:Iteration 48Q (94288.420000 sec): 3 clusters
  Score: Raw -1840852.643676 + Penalty 3149.787808 = -1837702.855869
  nChanged 33
		SP:Iteration 49Q (94288.680000 sec): 3 clusters
  Score: Raw -1840856.081851 + Penalty 3149.787808 = -1837706.294043
  nChanged 33
		SP:Iteration 50Q (94288.910000 sec): 3 clusters
  Score: Raw -1840859.649558 + Penalty 3149.787808 = -1837709.861751
  nChanged 43
		SP:Iteration 51Q (94289.150000 sec): 3 clusters
  Score: Raw -1840863.435134 + Penalty 3149.787808 = -1837713.647326
  nChanged 27
		SP:Iteration 52Q (94289.420000 sec): 3 clusters
  Score: Raw -1840865.909185 + Penalty 3149.787808 = -1837716.121377
  nChanged 23
		SP:Iteration 53Q (94289.680000 sec): 3 clusters
  Score: Raw -1840868.062674 + Penalty 3149.787808 = -1837718.274866
  nChanged 27
		SP:Iteration 54Q (94289.880000 sec): 3 clusters
  Score: Raw -1840870.494582 + Penalty 3149.787808 = -1837720.706774
  nChanged 22
		SP:Iteration 55Q (94290.150000 sec): 3 clusters
  Score: Raw -1840872.339296 + Penalty 3149.787808 = -1837722.551489
  nChanged 20
		SP:Iteration 56Q (94290.390000 sec): 3 clusters
  Score: Raw -1840874.060835 + Penalty 3149.787808 = -1837724.273027
  nChanged 17
		SP:Iteration 57Q (94290.610000 sec): 3 clusters
  Score: Raw -1840875.621216 + Penalty 3149.787808 = -1837725.833408
  nChanged 23
		SP:Iteration 58Q (94290.870000 sec): 3 clusters
  Score: Raw -1840878.067442 + Penalty 3149.787808 = -1837728.279634
  nChanged 19
		SP:Iteration 59Q (94291.130000 sec): 3 clusters
  Score: Raw -1840879.976908 + Penalty 3149.787808 = -1837730.189101
  nChanged 22
		SP:Iteration 60F (94291.330000 sec): 3 clusters
  Score: Raw -1840881.972732 + Penalty 3149.787808 = -1837732.184924
  nChanged 21
		SP:Iteration 61Q (94291.610000 sec): 3 clusters
  Score: Raw -1840883.648184 + Penalty 3149.787808 = -1837733.860377
  nChanged 22
		SP:Iteration 62Q (94291.870000 sec): 3 clusters
  Score: Raw -1840885.675974 + Penalty 3149.787808 = -1837735.888166
  nChanged 19
		SP:Iteration 63Q (94292.170000 sec): 3 clusters
  Score: Raw -1840887.790057 + Penalty 3149.787808 = -1837738.002250
  nChanged 18
		SP:Iteration 64Q (94292.400000 sec): 3 clusters
  Score: Raw -1840889.648033 + Penalty 3149.787808 = -1837739.860225
  nChanged 18
		SP:Iteration 65Q (94292.610000 sec): 3 clusters
  Score: Raw -1840891.749292 + Penalty 3149.787808 = -1837741.961484
  nChanged 23
		SP:Iteration 66Q (94292.850000 sec): 3 clusters
  Score: Raw -1840894.224923 + Penalty 3149.787808 = -1837744.437116
  nChanged 23
		SP:Iteration 67Q (94293.130000 sec): 3 clusters
  Score: Raw -1840896.355132 + Penalty 3149.787808 = -1837746.567324
  nChanged 15
		SP:Iteration 68Q (94293.360000 sec): 3 clusters
  Score: Raw -1840897.280171 + Penalty 3149.787808 = -1837747.492363
  nChanged 12
		SP:Iteration 69Q (94293.610000 sec): 3 clusters
  Score: Raw -1840897.851080 + Penalty 3149.787808 = -1837748.063273
  nChanged 5
		SP:Iteration 70Q (94293.860000 sec): 3 clusters
  Score: Raw -1840898.024746 + Penalty 3149.787808 = -1837748.236938
  nChanged 3
		SP:Iteration 71Q (94294.110000 sec): 3 clusters
  Score: Raw -1840898.178092 + Penalty 3149.787808 = -1837748.390284
  nChanged 2
		SP:Iteration 72Q (94294.370000 sec): 3 clusters
  Score: Raw -1840898.331162 + Penalty 3149.787808 = -1837748.543355
  nChanged 4
		SP:Iteration 73Q (94294.570000 sec): 3 clusters
  Score: Raw -1840898.649816 + Penalty 3149.787808 = -1837748.862008
  nChanged 4
		SP:Iteration 74Q (94294.810000 sec): 3 clusters
  Score: Raw -1840898.916710 + Penalty 3149.787808 = -1837749.128902
  nChanged 1
		SP:Iteration 75Q (94295.030000 sec): 3 clusters
  Score: Raw -1840899.060334 + Penalty 3149.787808 = -1837749.272526
  nChanged 2
		SP:Iteration 76Q (94295.300000 sec): 3 clusters
  Score: Raw -1840899.178627 + Penalty 3149.787808 = -1837749.390820
  nChanged 1
		SP:Iteration 77Q (94295.530000 sec): 3 clusters
  Score: Raw -1840899.229715 + Penalty 3149.787808 = -1837749.441908
  nChanged 2
		SP:Iteration 78Q (94295.770000 sec): 3 clusters
  Score: Raw -1840899.308096 + Penalty 3149.787808 = -1837749.520289
  nChanged 3
		SP:Iteration 79Q (94296.030000 sec): 3 clusters
  Score: Raw -1840899.505907 + Penalty 3149.787808 = -1837749.718099
  nChanged 0
		SP:Iteration 80F (94296.220000 sec): 3 clusters
  Score: Raw -1840899.505907 + Penalty 3149.787808 = -1837749.718099
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (17481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94296.420000 sec): 2 clusters
  Score: Raw -2001300.295870 + Penalty 1587.441352 = -1999712.854519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94296.640000 sec): 3 clusters
  Score: Raw -1990945.942008 + Penalty 3174.882703 = -1987771.059305
  nChanged 7779
		SP:Iteration 1F (94296.900000 sec): 3 clusters
  Score: Raw -1995253.153483 + Penalty 3174.882703 = -1992078.270780
  nChanged 984
		SP:Iteration 2F (94297.150000 sec): 3 clusters
  Score: Raw -1995670.239270 + Penalty 3174.882703 = -1992495.356567
  nChanged 927
		SP:Iteration 3F (94297.410000 sec): 3 clusters
  Score: Raw -1996099.550008 + Penalty 3174.882703 = -1992924.667304
  nChanged 937
		SP:Iteration 4F (94297.600000 sec): 3 clusters
  Score: Raw -1996584.318982 + Penalty 3174.882703 = -1993409.436279
  nChanged 947
		SP:Iteration 5F (94297.850000 sec): 3 clusters
  Score: Raw -1997124.961354 + Penalty 3174.882703 = -1993950.078651
  nChanged 963
		SP:Iteration 6F (94298.110000 sec): 3 clusters
  Score: Raw -1997708.349595 + Penalty 3174.882703 = -1994533.466891
  nChanged 911
		SP:Iteration 7F (94298.350000 sec): 3 clusters
  Score: Raw -1998237.072929 + Penalty 3174.882703 = -1995062.190226
  nChanged 818
		SP:Iteration 8Q (94298.590000 sec): 3 clusters
  Score: Raw -1998741.021954 + Penalty 3174.882703 = -1995566.139251
  nChanged 787
		SP:Iteration 9Q (94298.860000 sec): 3 clusters
  Score: Raw -1999218.653592 + Penalty 3174.882703 = -1996043.770889
  nChanged 660
		SP:Iteration 10Q (94299.140000 sec): 3 clusters
  Score: Raw -1999597.793966 + Penalty 3174.882703 = -1996422.911263
  nChanged 535
		SP:Iteration 11Q (94299.390000 sec): 3 clusters
  Score: Raw -1999865.624959 + Penalty 3174.882703 = -1996690.742255
  nChanged 468
		SP:Iteration 12Q (94299.630000 sec): 3 clusters
  Score: Raw -2000056.847184 + Penalty 3174.882703 = -1996881.964481
  nChanged 344
		SP:Iteration 13Q (94299.900000 sec): 3 clusters
  Score: Raw -2000208.927010 + Penalty 3174.882703 = -1997034.044307
  nChanged 316
		SP:Iteration 14Q (94300.150000 sec): 3 clusters
  Score: Raw -2000354.958068 + Penalty 3174.882703 = -1997180.075365
  nChanged 285
		SP:Iteration 15Q (94300.400000 sec): 3 clusters
  Score: Raw -2000477.275974 + Penalty 3174.882703 = -1997302.393271
  nChanged 236
		SP:Iteration 16Q (94300.610000 sec): 3 clusters
  Score: Raw -2000579.961756 + Penalty 3174.882703 = -1997405.079053
  nChanged 231
		SP:Iteration 17Q (94300.850000 sec): 3 clusters
  Score: Raw -2000681.820904 + Penalty 3174.882703 = -1997506.938201
  nChanged 221
		SP:Iteration 18Q (94301.040000 sec): 3 clusters
  Score: Raw -2000779.425063 + Penalty 3174.882703 = -1997604.542360
  nChanged 184
		SP:Iteration 19Q (94301.320000 sec): 3 clusters
  Score: Raw -2000850.457691 + Penalty 3174.882703 = -1997675.574988
  nChanged 179
		SP:Iteration 20F (94301.550000 sec): 3 clusters
  Score: Raw -2000918.636867 + Penalty 3174.882703 = -1997743.754164
  nChanged 165
		SP:Iteration 21Q (94301.780000 sec): 3 clusters
  Score: Raw -2000979.292779 + Penalty 3174.882703 = -1997804.410076
  nChanged 159
		SP:Iteration 22Q (94302.030000 sec): 3 clusters
  Score: Raw -2001032.236288 + Penalty 3174.882703 = -1997857.353584
  nChanged 142
		SP:Iteration 23Q (94302.300000 sec): 3 clusters
  Score: Raw -2001087.465583 + Penalty 3174.882703 = -1997912.582880
  nChanged 158
		SP:Iteration 24Q (94302.610000 sec): 3 clusters
  Score: Raw -2001147.412761 + Penalty 3174.882703 = -1997972.530058
  nChanged 143
		SP:Iteration 25Q (94302.870000 sec): 3 clusters
  Score: Raw -2001197.442008 + Penalty 3174.882703 = -1998022.559304
  nChanged 136
		SP:Iteration 26Q (94303.130000 sec): 3 clusters
  Score: Raw -2001242.107231 + Penalty 3174.882703 = -1998067.224528
  nChanged 134
		SP:Iteration 27Q (94303.360000 sec): 3 clusters
  Score: Raw -2001287.300702 + Penalty 3174.882703 = -1998112.417999
  nChanged 134
		SP:Iteration 28Q (94303.590000 sec): 3 clusters
  Score: Raw -2001325.794805 + Penalty 3174.882703 = -1998150.912102
  nChanged 108
		SP:Iteration 29Q (94303.810000 sec): 3 clusters
  Score: Raw -2001358.067856 + Penalty 3174.882703 = -1998183.185153
  nChanged 97
		SP:Iteration 30Q (94304.090000 sec): 3 clusters
  Score: Raw -2001389.593623 + Penalty 3174.882703 = -1998214.710920
  nChanged 100
		SP:Iteration 31Q (94304.300000 sec): 3 clusters
  Score: Raw -2001418.688564 + Penalty 3174.882703 = -1998243.805861
  nChanged 87
		SP:Iteration 32Q (94304.560000 sec): 3 clusters
  Score: Raw -2001444.191222 + Penalty 3174.882703 = -1998269.308519
  nChanged 83
		SP:Iteration 33Q (94304.870000 sec): 3 clusters
  Score: Raw -2001470.543597 + Penalty 3174.882703 = -1998295.660894
  nChanged 86
		SP:Iteration 34Q (94305.100000 sec): 3 clusters
  Score: Raw -2001502.383798 + Penalty 3174.882703 = -1998327.501095
  nChanged 87
		SP:Iteration 35Q (94305.370000 sec): 3 clusters
  Score: Raw -2001535.732799 + Penalty 3174.882703 = -1998360.850096
  nChanged 71
		SP:Iteration 36Q (94305.580000 sec): 3 clusters
  Score: Raw -2001555.579743 + Penalty 3174.882703 = -1998380.697040
  nChanged 58
		SP:Iteration 37Q (94305.840000 sec): 3 clusters
  Score: Raw -2001570.056957 + Penalty 3174.882703 = -1998395.174254
  nChanged 49
		SP:Iteration 38Q (94306.080000 sec): 3 clusters
  Score: Raw -2001582.069609 + Penalty 3174.882703 = -1998407.186905
  nChanged 49
		SP:Iteration 39Q (94306.370000 sec): 3 clusters
  Score: Raw -2001595.426627 + Penalty 3174.882703 = -1998420.543924
  nChanged 49
		SP:Iteration 40F (94306.660000 sec): 3 clusters
  Score: Raw -2001608.610918 + Penalty 3174.882703 = -1998433.728215
  nChanged 44
		SP:Iteration 41Q (94306.910000 sec): 3 clusters
  Score: Raw -2001620.169671 + Penalty 3174.882703 = -1998445.286968
  nChanged 33
		SP:Iteration 42Q (94307.180000 sec): 3 clusters
  Score: Raw -2001629.964209 + Penalty 3174.882703 = -1998455.081505
  nChanged 36
		SP:Iteration 43Q (94307.420000 sec): 3 clusters
  Score: Raw -2001640.264356 + Penalty 3174.882703 = -1998465.381653
  nChanged 37
		SP:Iteration 44Q (94307.650000 sec): 3 clusters
  Score: Raw -2001651.072347 + Penalty 3174.882703 = -1998476.189644
  nChanged 45
		SP:Iteration 45Q (94307.880000 sec): 3 clusters
  Score: Raw -2001665.595107 + Penalty 3174.882703 = -1998490.712404
  nChanged 43
		SP:Iteration 46Q (94308.130000 sec): 3 clusters
  Score: Raw -2001679.153515 + Penalty 3174.882703 = -1998504.270812
  nChanged 41
		SP:Iteration 47Q (94308.360000 sec): 3 clusters
  Score: Raw -2001692.243833 + Penalty 3174.882703 = -1998517.361130
  nChanged 40
		SP:Iteration 48Q (94308.630000 sec): 3 clusters
  Score: Raw -2001704.241813 + Penalty 3174.882703 = -1998529.359110
  nChanged 35
		SP:Iteration 49Q (94308.870000 sec): 3 clusters
  Score: Raw -2001718.093153 + Penalty 3174.882703 = -1998543.210450
  nChanged 38
		SP:Iteration 50Q (94309.110000 sec): 3 clusters
  Score: Raw -2001733.337033 + Penalty 3174.882703 = -1998558.454330
  nChanged 36
		SP:Iteration 51Q (94309.370000 sec): 3 clusters
  Score: Raw -2001745.297542 + Penalty 3174.882703 = -1998570.414838
  nChanged 33
		SP:Iteration 52Q (94309.600000 sec): 3 clusters
  Score: Raw -2001754.706566 + Penalty 3174.882703 = -1998579.823863
  nChanged 32
		SP:Iteration 53Q (94309.840000 sec): 3 clusters
  Score: Raw -2001766.512954 + Penalty 3174.882703 = -1998591.630251
  nChanged 31
		SP:Iteration 54Q (94310.090000 sec): 3 clusters
  Score: Raw -2001776.810996 + Penalty 3174.882703 = -1998601.928293
  nChanged 26
		SP:Iteration 55Q (94310.330000 sec): 3 clusters
  Score: Raw -2001783.099527 + Penalty 3174.882703 = -1998608.216823
  nChanged 13
		SP:Iteration 56Q (94310.530000 sec): 3 clusters
  Score: Raw -2001786.791477 + Penalty 3174.882703 = -1998611.908774
  nChanged 17
		SP:Iteration 57Q (94310.790000 sec): 3 clusters
  Score: Raw -2001791.933681 + Penalty 3174.882703 = -1998617.050978
  nChanged 12
		SP:Iteration 58Q (94311.030000 sec): 3 clusters
  Score: Raw -2001796.241986 + Penalty 3174.882703 = -1998621.359283
  nChanged 11
		SP:Iteration 59Q (94311.310000 sec): 3 clusters
  Score: Raw -2001799.771992 + Penalty 3174.882703 = -1998624.889289
  nChanged 13
		SP:Iteration 60F (94311.600000 sec): 3 clusters
  Score: Raw -2001804.480174 + Penalty 3174.882703 = -1998629.597471
  nChanged 12
		SP:Iteration 61Q (94311.880000 sec): 3 clusters
  Score: Raw -2001808.294267 + Penalty 3174.882703 = -1998633.411564
  nChanged 9
		SP:Iteration 62Q (94312.190000 sec): 3 clusters
  Score: Raw -2001810.740955 + Penalty 3174.882703 = -1998635.858252
  nChanged 8
		SP:Iteration 63Q (94312.470000 sec): 3 clusters
  Score: Raw -2001812.229975 + Penalty 3174.882703 = -1998637.347271
  nChanged 5
		SP:Iteration 64Q (94312.780000 sec): 3 clusters
  Score: Raw -2001812.968341 + Penalty 3174.882703 = -1998638.085638
  nChanged 3
		SP:Iteration 65Q (94313.030000 sec): 3 clusters
  Score: Raw -2001813.763118 + Penalty 3174.882703 = -1998638.880415
  nChanged 4
		SP:Iteration 66Q (94313.350000 sec): 3 clusters
  Score: Raw -2001814.703060 + Penalty 3174.882703 = -1998639.820356
  nChanged 4
		SP:Iteration 67Q (94313.600000 sec): 3 clusters
  Score: Raw -2001815.450613 + Penalty 3174.882703 = -1998640.567910
  nChanged 4
		SP:Iteration 68Q (94313.850000 sec): 3 clusters
  Score: Raw -2001816.268257 + Penalty 3174.882703 = -1998641.385554
  nChanged 2
		SP:Iteration 69Q (94314.110000 sec): 3 clusters
  Score: Raw -2001816.433289 + Penalty 3174.882703 = -1998641.550586
  nChanged 1
		SP:Iteration 70Q (94314.410000 sec): 3 clusters
  Score: Raw -2001816.859383 + Penalty 3174.882703 = -1998641.976680
  nChanged 1
		SP:Iteration 71Q (94314.710000 sec): 3 clusters
  Score: Raw -2001817.295254 + Penalty 3174.882703 = -1998642.412551
  nChanged 0
		SP:Iteration 72F (94314.980000 sec): 3 clusters
  Score: Raw -2001817.295254 + Penalty 3174.882703 = -1998642.412551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94315.250000 sec): 2 clusters
  Score: Raw -3935052.654245 + Penalty 1686.896438 = -3933365.757806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94315.640000 sec): 3 clusters
  Score: Raw -3915126.090199 + Penalty 3373.792877 = -3911752.297322
  nChanged 14880
		SP:Iteration 1F (94315.960000 sec): 3 clusters
  Score: Raw -3923896.399351 + Penalty 3373.792877 = -3920522.606474
  nChanged 1873
		SP:Iteration 2F (94316.290000 sec): 3 clusters
  Score: Raw -3924767.056341 + Penalty 3373.792877 = -3921393.263464
  nChanged 1992
		SP:Iteration 3F (94316.670000 sec): 3 clusters
  Score: Raw -3925838.257228 + Penalty 3373.792877 = -3922464.464351
  nChanged 2099
		SP:Iteration 4F (94317.000000 sec): 3 clusters
  Score: Raw -3927038.780611 + Penalty 3373.792877 = -3923664.987734
  nChanged 2009
		SP:Iteration 5F (94317.370000 sec): 3 clusters
  Score: Raw -3928202.603954 + Penalty 3373.792877 = -3924828.811077
  nChanged 1887
		SP:Iteration 6F (94317.690000 sec): 3 clusters
  Score: Raw -3929225.048621 + Penalty 3373.792877 = -3925851.255744
  nChanged 1680
		SP:Iteration 7F (94318.030000 sec): 3 clusters
  Score: Raw -3930118.997107 + Penalty 3373.792877 = -3926745.204230
  nChanged 1473
		SP:Iteration 8Q (94318.390000 sec): 3 clusters
  Score: Raw -3930947.543706 + Penalty 3373.792877 = -3927573.750829
  nChanged 1287
		SP:Iteration 9Q (94318.800000 sec): 3 clusters
  Score: Raw -3931731.455615 + Penalty 3373.792877 = -3928357.662738
  nChanged 1157
		SP:Iteration 10Q (94319.170000 sec): 3 clusters
  Score: Raw -3932472.747795 + Penalty 3373.792877 = -3929098.954919
  nChanged 999
		SP:Iteration 11Q (94319.510000 sec): 3 clusters
  Score: Raw -3933031.941001 + Penalty 3373.792877 = -3929658.148124
  nChanged 820
		SP:Iteration 12Q (94319.870000 sec): 3 clusters
  Score: Raw -3933399.509535 + Penalty 3373.792877 = -3930025.716658
  nChanged 589
		SP:Iteration 13Q (94320.220000 sec): 3 clusters
  Score: Raw -3933635.673246 + Penalty 3373.792877 = -3930261.880369
  nChanged 484
		SP:Iteration 14Q (94320.600000 sec): 3 clusters
  Score: Raw -3933823.859508 + Penalty 3373.792877 = -3930450.066631
  nChanged 412
		SP:Iteration 15Q (94320.910000 sec): 3 clusters
  Score: Raw -3933971.018400 + Penalty 3373.792877 = -3930597.225523
  nChanged 381
		SP:Iteration 16Q (94321.240000 sec): 3 clusters
  Score: Raw -3934103.111563 + Penalty 3373.792877 = -3930729.318686
  nChanged 350
		SP:Iteration 17Q (94321.640000 sec): 3 clusters
  Score: Raw -3934220.793922 + Penalty 3373.792877 = -3930847.001045
  nChanged 339
		SP:Iteration 18Q (94321.970000 sec): 3 clusters
  Score: Raw -3934329.052523 + Penalty 3373.792877 = -3930955.259646
  nChanged 316
		SP:Iteration 19Q (94322.330000 sec): 3 clusters
  Score: Raw -3934424.482553 + Penalty 3373.792877 = -3931050.689676
  nChanged 283
		SP:Iteration 20F (94322.700000 sec): 3 clusters
  Score: Raw -3934506.032872 + Penalty 3373.792877 = -3931132.239995
  nChanged 262
		SP:Iteration 21Q (94322.970000 sec): 3 clusters
  Score: Raw -3934582.167034 + Penalty 3373.792877 = -3931208.374157
  nChanged 268
		SP:Iteration 22Q (94323.290000 sec): 3 clusters
  Score: Raw -3934652.589899 + Penalty 3373.792877 = -3931278.797022
  nChanged 238
		SP:Iteration 23Q (94323.610000 sec): 3 clusters
  Score: Raw -3934710.593448 + Penalty 3373.792877 = -3931336.800571
  nChanged 234
		SP:Iteration 24Q (94323.970000 sec): 3 clusters
  Score: Raw -3934764.800619 + Penalty 3373.792877 = -3931391.007742
  nChanged 206
		SP:Iteration 25Q (94324.250000 sec): 3 clusters
  Score: Raw -3934808.612305 + Penalty 3373.792877 = -3931434.819428
  nChanged 197
		SP:Iteration 26Q (94324.620000 sec): 3 clusters
  Score: Raw -3934850.959990 + Penalty 3373.792877 = -3931477.167113
  nChanged 181
		SP:Iteration 27Q (94324.880000 sec): 3 clusters
  Score: Raw -3934891.235515 + Penalty 3373.792877 = -3931517.442638
  nChanged 178
		SP:Iteration 28Q (94325.230000 sec): 3 clusters
  Score: Raw -3934929.161663 + Penalty 3373.792877 = -3931555.368786
  nChanged 175
		SP:Iteration 29Q (94325.620000 sec): 3 clusters
  Score: Raw -3934965.796449 + Penalty 3373.792877 = -3931592.003572
  nChanged 159
		SP:Iteration 30Q (94325.940000 sec): 3 clusters
  Score: Raw -3934999.310118 + Penalty 3373.792877 = -3931625.517241
  nChanged 159
		SP:Iteration 31Q (94326.290000 sec): 3 clusters
  Score: Raw -3935034.369674 + Penalty 3373.792877 = -3931660.576797
  nChanged 173
		SP:Iteration 32Q (94326.570000 sec): 3 clusters
  Score: Raw -3935074.564798 + Penalty 3373.792877 = -3931700.771921
  nChanged 160
		SP:Iteration 33Q (94326.940000 sec): 3 clusters
  Score: Raw -3935111.565729 + Penalty 3373.792877 = -3931737.772852
  nChanged 160
		SP:Iteration 34Q (94327.300000 sec): 3 clusters
  Score: Raw -3935144.511683 + Penalty 3373.792877 = -3931770.718806
  nChanged 140
		SP:Iteration 35Q (94327.610000 sec): 3 clusters
  Score: Raw -3935169.723621 + Penalty 3373.792877 = -3931795.930744
  nChanged 113
		SP:Iteration 36Q (94328.010000 sec): 3 clusters
  Score: Raw -3935191.118095 + Penalty 3373.792877 = -3931817.325218
  nChanged 95
		SP:Iteration 37Q (94328.320000 sec): 3 clusters
  Score: Raw -3935209.118241 + Penalty 3373.792877 = -3931835.325364
  nChanged 87
		SP:Iteration 38Q (94328.670000 sec): 3 clusters
  Score: Raw -3935224.328434 + Penalty 3373.792877 = -3931850.535557
  nChanged 77
		SP:Iteration 39Q (94329.040000 sec): 3 clusters
  Score: Raw -3935237.185972 + Penalty 3373.792877 = -3931863.393095
  nChanged 75
		SP:Iteration 40F (94329.330000 sec): 3 clusters
  Score: Raw -3935251.708087 + Penalty 3373.792877 = -3931877.915210
  nChanged 82
		SP:Iteration 41Q (94329.650000 sec): 3 clusters
  Score: Raw -3935266.887779 + Penalty 3373.792877 = -3931893.094902
  nChanged 67
		SP:Iteration 42Q (94329.980000 sec): 3 clusters
  Score: Raw -3935278.254027 + Penalty 3373.792877 = -3931904.461150
  nChanged 63
		SP:Iteration 43Q (94330.320000 sec): 3 clusters
  Score: Raw -3935288.132220 + Penalty 3373.792877 = -3931914.339343
  nChanged 53
		SP:Iteration 44Q (94330.670000 sec): 3 clusters
  Score: Raw -3935296.076635 + Penalty 3373.792877 = -3931922.283758
  nChanged 40
		SP:Iteration 45Q (94330.990000 sec): 3 clusters
  Score: Raw -3935301.472216 + Penalty 3373.792877 = -3931927.679339
  nChanged 48
		SP:Iteration 46Q (94331.350000 sec): 3 clusters
  Score: Raw -3935308.819354 + Penalty 3373.792877 = -3931935.026477
  nChanged 50
		SP:Iteration 47Q (94331.690000 sec): 3 clusters
  Score: Raw -3935317.794854 + Penalty 3373.792877 = -3931944.001977
  nChanged 47
		SP:Iteration 48Q (94332.090000 sec): 3 clusters
  Score: Raw -3935325.675202 + Penalty 3373.792877 = -3931951.882325
  nChanged 56
		SP:Iteration 49Q (94332.390000 sec): 3 clusters
  Score: Raw -3935335.803673 + Penalty 3373.792877 = -3931962.010796
  nChanged 60
		SP:Iteration 50Q (94332.760000 sec): 3 clusters
  Score: Raw -3935345.615313 + Penalty 3373.792877 = -3931971.822436
  nChanged 48
		SP:Iteration 51Q (94333.070000 sec): 3 clusters
  Score: Raw -3935352.692884 + Penalty 3373.792877 = -3931978.900007
  nChanged 42
		SP:Iteration 52Q (94333.440000 sec): 3 clusters
  Score: Raw -3935359.309499 + Penalty 3373.792877 = -3931985.516622
  nChanged 35
		SP:Iteration 53Q (94333.760000 sec): 3 clusters
  Score: Raw -3935363.738152 + Penalty 3373.792877 = -3931989.945275
  nChanged 29
		SP:Iteration 54Q (94334.100000 sec): 3 clusters
  Score: Raw -3935367.905828 + Penalty 3373.792877 = -3931994.112951
  nChanged 37
		SP:Iteration 55Q (94334.410000 sec): 3 clusters
  Score: Raw -3935373.564394 + Penalty 3373.792877 = -3931999.771517
  nChanged 40
		SP:Iteration 56Q (94334.700000 sec): 3 clusters
  Score: Raw -3935378.757609 + Penalty 3373.792877 = -3932004.964732
  nChanged 35
		SP:Iteration 57Q (94335.010000 sec): 3 clusters
  Score: Raw -3935385.153122 + Penalty 3373.792877 = -3932011.360245
  nChanged 31
		SP:Iteration 58Q (94335.360000 sec): 3 clusters
  Score: Raw -3935389.843226 + Penalty 3373.792877 = -3932016.050349
  nChanged 30
		SP:Iteration 59Q (94335.660000 sec): 3 clusters
  Score: Raw -3935393.250935 + Penalty 3373.792877 = -3932019.458058
  nChanged 24
		SP:Iteration 60F (94336.020000 sec): 3 clusters
  Score: Raw -3935396.281059 + Penalty 3373.792877 = -3932022.488182
  nChanged 15
		SP:Iteration 61Q (94336.340000 sec): 3 clusters
  Score: Raw -3935397.917956 + Penalty 3373.792877 = -3932024.125079
  nChanged 12
		SP:Iteration 62Q (94336.730000 sec): 3 clusters
  Score: Raw -3935399.530742 + Penalty 3373.792877 = -3932025.737865
  nChanged 12
		SP:Iteration 63Q (94337.080000 sec): 3 clusters
  Score: Raw -3935401.129277 + Penalty 3373.792877 = -3932027.336400
  nChanged 16
		SP:Iteration 64Q (94337.430000 sec): 3 clusters
  Score: Raw -3935403.137991 + Penalty 3373.792877 = -3932029.345114
  nChanged 14
		SP:Iteration 65Q (94337.730000 sec): 3 clusters
  Score: Raw -3935404.662064 + Penalty 3373.792877 = -3932030.869187
  nChanged 11
		SP:Iteration 66Q (94338.090000 sec): 3 clusters
  Score: Raw -3935405.829905 + Penalty 3373.792877 = -3932032.037028
  nChanged 10
		SP:Iteration 67Q (94338.460000 sec): 3 clusters
  Score: Raw -3935407.056999 + Penalty 3373.792877 = -3932033.264122
  nChanged 15
		SP:Iteration 68Q (94338.800000 sec): 3 clusters
  Score: Raw -3935408.645128 + Penalty 3373.792877 = -3932034.852251
  nChanged 15
		SP:Iteration 69Q (94339.110000 sec): 3 clusters
  Score: Raw -3935410.581416 + Penalty 3373.792877 = -3932036.788539
  nChanged 18
		SP:Iteration 70Q (94339.450000 sec): 3 clusters
  Score: Raw -3935412.274852 + Penalty 3373.792877 = -3932038.481975
  nChanged 15
		SP:Iteration 71Q (94339.740000 sec): 3 clusters
  Score: Raw -3935414.325390 + Penalty 3373.792877 = -3932040.532513
  nChanged 19
		SP:Iteration 72Q (94340.080000 sec): 3 clusters
  Score: Raw -3935417.704337 + Penalty 3373.792877 = -3932043.911460
  nChanged 33
		SP:Iteration 73Q (94340.440000 sec): 3 clusters
  Score: Raw -3935423.670534 + Penalty 3373.792877 = -3932049.877657
  nChanged 30
		SP:Iteration 74Q (94340.740000 sec): 3 clusters
  Score: Raw -3935428.358963 + Penalty 3373.792877 = -3932054.566086
  nChanged 30
		SP:Iteration 75Q (94341.120000 sec): 3 clusters
  Score: Raw -3935434.255204 + Penalty 3373.792877 = -3932060.462327
  nChanged 31
		SP:Iteration 76Q (94341.440000 sec): 3 clusters
  Score: Raw -3935440.468205 + Penalty 3373.792877 = -3932066.675328
  nChanged 33
		SP:Iteration 77Q (94341.800000 sec): 3 clusters
  Score: Raw -3935446.304944 + Penalty 3373.792877 = -3932072.512067
  nChanged 34
		SP:Iteration 78Q (94342.070000 sec): 3 clusters
  Score: Raw -3935453.342131 + Penalty 3373.792877 = -3932079.549254
  nChanged 33
		SP:Iteration 79Q (94342.390000 sec): 3 clusters
  Score: Raw -3935459.247384 + Penalty 3373.792877 = -3932085.454507
  nChanged 20
		SP:Iteration 80F (94342.700000 sec): 3 clusters
  Score: Raw -3935461.784505 + Penalty 3373.792877 = -3932087.991628
  nChanged 20
		SP:Iteration 81Q (94343.040000 sec): 3 clusters
  Score: Raw -3935464.521533 + Penalty 3373.792877 = -3932090.728656
  nChanged 19
		SP:Iteration 82Q (94343.290000 sec): 3 clusters
  Score: Raw -3935467.481492 + Penalty 3373.792877 = -3932093.688615
  nChanged 14
		SP:Iteration 83Q (94343.650000 sec): 3 clusters
  Score: Raw -3935470.049152 + Penalty 3373.792877 = -3932096.256275
  nChanged 13
		SP:Iteration 84Q (94343.970000 sec): 3 clusters
  Score: Raw -3935471.576464 + Penalty 3373.792877 = -3932097.783587
  nChanged 13
		SP:Iteration 85Q (94344.360000 sec): 3 clusters
  Score: Raw -3935473.361654 + Penalty 3373.792877 = -3932099.568777
  nChanged 15
		SP:Iteration 86Q (94344.630000 sec): 3 clusters
  Score: Raw -3935475.317677 + Penalty 3373.792877 = -3932101.524800
  nChanged 18
		SP:Iteration 87Q (94344.970000 sec): 3 clusters
  Score: Raw -3935477.770364 + Penalty 3373.792877 = -3932103.977487
  nChanged 11
		SP:Iteration 88Q (94345.360000 sec): 3 clusters
  Score: Raw -3935479.223585 + Penalty 3373.792877 = -3932105.430708
  nChanged 9
		SP:Iteration 89Q (94345.640000 sec): 3 clusters
  Score: Raw -3935480.394066 + Penalty 3373.792877 = -3932106.601189
  nChanged 8
		SP:Iteration 90Q (94346.000000 sec): 3 clusters
  Score: Raw -3935481.380381 + Penalty 3373.792877 = -3932107.587504
  nChanged 7
		SP:Iteration 91Q (94346.290000 sec): 3 clusters
  Score: Raw -3935482.290574 + Penalty 3373.792877 = -3932108.497697
  nChanged 3
		SP:Iteration 92Q (94346.600000 sec): 3 clusters
  Score: Raw -3935482.617782 + Penalty 3373.792877 = -3932108.824905
  nChanged 3
		SP:Iteration 93Q (94346.900000 sec): 3 clusters
  Score: Raw -3935483.188484 + Penalty 3373.792877 = -3932109.395607
  nChanged 6
		SP:Iteration 94Q (94347.230000 sec): 3 clusters
  Score: Raw -3935483.691168 + Penalty 3373.792877 = -3932109.898291
  nChanged 6
		SP:Iteration 95Q (94347.620000 sec): 3 clusters
  Score: Raw -3935484.614743 + Penalty 3373.792877 = -3932110.821866
  nChanged 8
		SP:Iteration 96Q (94347.910000 sec): 3 clusters
  Score: Raw -3935485.433710 + Penalty 3373.792877 = -3932111.640833
  nChanged 8
		SP:Iteration 97Q (94348.310000 sec): 3 clusters
  Score: Raw -3935486.327182 + Penalty 3373.792877 = -3932112.534305
  nChanged 9
		SP:Iteration 98Q (94348.620000 sec): 3 clusters
  Score: Raw -3935487.107532 + Penalty 3373.792877 = -3932113.314655
  nChanged 6
		SP:Iteration 99Q (94348.960000 sec): 3 clusters
  Score: Raw -3935487.832657 + Penalty 3373.792877 = -3932114.039780
  nChanged 3
		SP:Iteration 100F (94349.250000 sec): 3 clusters
  Score: Raw -3935488.164017 + Penalty 3373.792877 = -3932114.371140
  nChanged 1
		SP:Iteration 101Q (94349.610000 sec): 3 clusters
  Score: Raw -3935488.191078 + Penalty 3373.792877 = -3932114.398201
  nChanged 1
		SP:Iteration 102Q (94349.900000 sec): 3 clusters
  Score: Raw -3935488.245526 + Penalty 3373.792877 = -3932114.452649
  nChanged 0
		SP:Iteration 103F (94350.260000 sec): 3 clusters
  Score: Raw -3935488.245526 + Penalty 3373.792877 = -3932114.452649
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94350.430000 sec): 2 clusters
  Score: Raw -140989.908179 + Penalty 1147.606140 = -139842.302039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94350.640000 sec): 3 clusters
  Score: Raw -140653.240718 + Penalty 2295.212280 = -138358.028437
  nChanged 374
		SP:Iteration 1F (94350.820000 sec): 3 clusters
  Score: Raw -141016.008328 + Penalty 2295.212280 = -138720.796048
  nChanged 97
		SP:Iteration 2F (94351.050000 sec): 3 clusters
  Score: Raw -141169.905231 + Penalty 2295.212280 = -138874.692951
  nChanged 82
		SP:Iteration 3F (94351.250000 sec): 3 clusters
  Score: Raw -141332.870836 + Penalty 2295.212280 = -139037.658556
  nChanged 81
		SP:Iteration 4F (94351.430000 sec): 3 clusters
  Score: Raw -141465.671458 + Penalty 2295.212280 = -139170.459178
  nChanged 55
		SP:Iteration 5Q (94351.620000 sec): 3 clusters
  Score: Raw -141545.758358 + Penalty 2295.212280 = -139250.546077
  nChanged 25
		SP:Iteration 6Q (94351.820000 sec): 3 clusters
  Score: Raw -141575.629035 + Penalty 2295.212280 = -139280.416755
  nChanged 28
		SP:Iteration 7Q (94352.050000 sec): 3 clusters
  Score: Raw -141603.979533 + Penalty 2295.212280 = -139308.767252
  nChanged 11
		SP:Iteration 8Q (94352.220000 sec): 3 clusters
  Score: Raw -141619.737035 + Penalty 2295.212280 = -139324.524754
  nChanged 7
		SP:Iteration 9Q (94352.460000 sec): 3 clusters
  Score: Raw -141628.114206 + Penalty 2295.212280 = -139332.901926
  nChanged 10
		SP:Iteration 10Q (94352.660000 sec): 3 clusters
  Score: Raw -141636.658157 + Penalty 2295.212280 = -139341.445876
  nChanged 12
		SP:Iteration 11Q (94352.850000 sec): 3 clusters
  Score: Raw -141649.816603 + Penalty 2295.212280 = -139354.604322
  nChanged 9
		SP:Iteration 12Q (94353.040000 sec): 3 clusters
  Score: Raw -141661.980169 + Penalty 2295.212280 = -139366.767888
  nChanged 9
		SP:Iteration 13Q (94353.240000 sec): 3 clusters
  Score: Raw -141677.947581 + Penalty 2295.212280 = -139382.735301
  nChanged 5
		SP:Iteration 14Q (94353.420000 sec): 3 clusters
  Score: Raw -141689.773522 + Penalty 2295.212280 = -139394.561241
  nChanged 10
		SP:Iteration 15Q (94353.650000 sec): 3 clusters
  Score: Raw -141705.962008 + Penalty 2295.212280 = -139410.749728
  nChanged 10
		SP:Iteration 16Q (94353.860000 sec): 3 clusters
  Score: Raw -141731.333803 + Penalty 2295.212280 = -139436.121523
  nChanged 15
		SP:Iteration 17Q (94354.040000 sec): 3 clusters
  Score: Raw -141767.006853 + Penalty 2295.212280 = -139471.794573
  nChanged 8
		SP:Iteration 18Q (94354.210000 sec): 3 clusters
  Score: Raw -141774.357049 + Penalty 2295.212280 = -139479.144768
  nChanged 5
		SP:Iteration 19Q (94354.370000 sec): 3 clusters
  Score: Raw -141778.183805 + Penalty 2295.212280 = -139482.971525
  nChanged 2
		SP:Iteration 20F (94354.580000 sec): 3 clusters
  Score: Raw -141779.661277 + Penalty 2295.212280 = -139484.448997
  nChanged 1
		SP:Iteration 21Q (94354.810000 sec): 3 clusters
  Score: Raw -141780.062112 + Penalty 2295.212280 = -139484.849831
  nChanged 0
		SP:Iteration 22F (94355.040000 sec): 3 clusters
  Score: Raw -141780.062112 + Penalty 2295.212280 = -139484.849831
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94355.150000 sec): 2 clusters
  Score: Raw -694764.052854 + Penalty 1398.761795 = -693365.291059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94355.360000 sec): 3 clusters
  Score: Raw -691880.020074 + Penalty 2797.523589 = -689082.496485
  nChanged 2216
		SP:Iteration 1F (94355.560000 sec): 3 clusters
  Score: Raw -693056.495197 + Penalty 2797.523589 = -690258.971607
  nChanged 323
		SP:Iteration 2F (94355.790000 sec): 3 clusters
  Score: Raw -693197.791804 + Penalty 2797.523589 = -690400.268215
  nChanged 244
		SP:Iteration 3Q (94356.000000 sec): 3 clusters
  Score: Raw -693295.270657 + Penalty 2797.523589 = -690497.747068
  nChanged 171
		SP:Iteration 4Q (94356.270000 sec): 3 clusters
  Score: Raw -693356.935787 + Penalty 2797.523589 = -690559.412198
  nChanged 138
		SP:Iteration 5Q (94356.440000 sec): 3 clusters
  Score: Raw -693397.654105 + Penalty 2797.523589 = -690600.130516
  nChanged 112
		SP:Iteration 6Q (94356.650000 sec): 3 clusters
  Score: Raw -693431.431971 + Penalty 2797.523589 = -690633.908382
  nChanged 95
		SP:Iteration 7Q (94356.870000 sec): 3 clusters
  Score: Raw -693456.417641 + Penalty 2797.523589 = -690658.894052
  nChanged 81
		SP:Iteration 8Q (94357.080000 sec): 3 clusters
  Score: Raw -693478.726424 + Penalty 2797.523589 = -690681.202834
  nChanged 67
		SP:Iteration 9Q (94357.300000 sec): 3 clusters
  Score: Raw -693494.782297 + Penalty 2797.523589 = -690697.258708
  nChanged 47
		SP:Iteration 10Q (94357.520000 sec): 3 clusters
  Score: Raw -693505.492017 + Penalty 2797.523589 = -690707.968428
  nChanged 39
		SP:Iteration 11Q (94357.680000 sec): 3 clusters
  Score: Raw -693515.122070 + Penalty 2797.523589 = -690717.598481
  nChanged 41
		SP:Iteration 12Q (94357.920000 sec): 3 clusters
  Score: Raw -693524.615228 + Penalty 2797.523589 = -690727.091639
  nChanged 36
		SP:Iteration 13Q (94358.160000 sec): 3 clusters
  Score: Raw -693534.212706 + Penalty 2797.523589 = -690736.689117
  nChanged 37
		SP:Iteration 14Q (94358.330000 sec): 3 clusters
  Score: Raw -693545.659503 + Penalty 2797.523589 = -690748.135914
  nChanged 50
		SP:Iteration 15Q (94358.580000 sec): 3 clusters
  Score: Raw -693559.782651 + Penalty 2797.523589 = -690762.259062
  nChanged 51
		SP:Iteration 16Q (94358.740000 sec): 3 clusters
  Score: Raw -693574.007556 + Penalty 2797.523589 = -690776.483967
  nChanged 49
		SP:Iteration 17Q (94359.010000 sec): 3 clusters
  Score: Raw -693583.596601 + Penalty 2797.523589 = -690786.073011
  nChanged 35
		SP:Iteration 18Q (94359.180000 sec): 3 clusters
  Score: Raw -693589.930171 + Penalty 2797.523589 = -690792.406582
  nChanged 32
		SP:Iteration 19Q (94359.460000 sec): 3 clusters
  Score: Raw -693597.307973 + Penalty 2797.523589 = -690799.784384
  nChanged 32
		SP:Iteration 20F (94359.650000 sec): 3 clusters
  Score: Raw -693604.397760 + Penalty 2797.523589 = -690806.874171
  nChanged 33
		SP:Iteration 21Q (94359.850000 sec): 3 clusters
  Score: Raw -693613.234488 + Penalty 2797.523589 = -690815.710899
  nChanged 36
		SP:Iteration 22Q (94360.120000 sec): 3 clusters
  Score: Raw -693621.946499 + Penalty 2797.523589 = -690824.422910
  nChanged 37
		SP:Iteration 23Q (94360.300000 sec): 3 clusters
  Score: Raw -693631.785889 + Penalty 2797.523589 = -690834.262300
  nChanged 42
		SP:Iteration 24Q (94360.490000 sec): 3 clusters
  Score: Raw -693644.061547 + Penalty 2797.523589 = -690846.537958
  nChanged 53
		SP:Iteration 25Q (94360.680000 sec): 3 clusters
  Score: Raw -693659.019376 + Penalty 2797.523589 = -690861.495787
  nChanged 52
		SP:Iteration 26Q (94360.940000 sec): 3 clusters
  Score: Raw -693677.438507 + Penalty 2797.523589 = -690879.914918
  nChanged 63
		SP:Iteration 27Q (94361.190000 sec): 3 clusters
  Score: Raw -693694.670891 + Penalty 2797.523589 = -690897.147302
  nChanged 59
		SP:Iteration 28Q (94361.460000 sec): 3 clusters
  Score: Raw -693711.715448 + Penalty 2797.523589 = -690914.191858
  nChanged 66
		SP:Iteration 29Q (94361.650000 sec): 3 clusters
  Score: Raw -693733.417117 + Penalty 2797.523589 = -690935.893528
  nChanged 80
		SP:Iteration 30Q (94361.870000 sec): 3 clusters
  Score: Raw -693761.363390 + Penalty 2797.523589 = -690963.839801
  nChanged 90
		SP:Iteration 31Q (94362.090000 sec): 3 clusters
  Score: Raw -693796.145243 + Penalty 2797.523589 = -690998.621653
  nChanged 101
		SP:Iteration 32Q (94362.290000 sec): 3 clusters
  Score: Raw -693836.852855 + Penalty 2797.523589 = -691039.329266
  nChanged 120
		SP:Iteration 33Q (94362.560000 sec): 3 clusters
  Score: Raw -693895.865483 + Penalty 2797.523589 = -691098.341894
  nChanged 135
		SP:Iteration 34Q (94362.770000 sec): 3 clusters
  Score: Raw -693969.986830 + Penalty 2797.523589 = -691172.463240
  nChanged 166
		SP:Iteration 35Q (94362.990000 sec): 3 clusters
  Score: Raw -694076.151638 + Penalty 2797.523589 = -691278.628049
  nChanged 175
		SP:Iteration 36Q (94363.180000 sec): 3 clusters
  Score: Raw -694186.816443 + Penalty 2797.523589 = -691389.292854
  nChanged 175
		SP:Iteration 37Q (94363.390000 sec): 3 clusters
  Score: Raw -694302.747982 + Penalty 2797.523589 = -691505.224393
  nChanged 171
		SP:Iteration 38Q (94363.560000 sec): 3 clusters
  Score: Raw -694428.941291 + Penalty 2797.523589 = -691631.417701
  nChanged 155
		SP:Iteration 39Q (94363.710000 sec): 3 clusters
  Score: Raw -694539.456424 + Penalty 2797.523589 = -691741.932835
  nChanged 119
		SP:Iteration 40F (94363.920000 sec): 3 clusters
  Score: Raw -694637.090808 + Penalty 2797.523589 = -691839.567219
  nChanged 87
		SP:Iteration 41Q (94364.100000 sec): 3 clusters
  Score: Raw -694711.409351 + Penalty 2797.523589 = -691913.885762
  nChanged 69
		SP:Iteration 42Q (94364.340000 sec): 3 clusters
  Score: Raw -694771.499379 + Penalty 2797.523589 = -691973.975790
  nChanged 50
		SP:Iteration 43Q (94364.520000 sec): 3 clusters
  Score: Raw -694825.950901 + Penalty 2797.523589 = -692028.427312
  nChanged 38
		SP:Iteration 44Q (94364.720000 sec): 3 clusters
  Score: Raw -694863.130180 + Penalty 2797.523589 = -692065.606591
  nChanged 26
		SP:Iteration 45Q (94364.950000 sec): 3 clusters
  Score: Raw -694890.758203 + Penalty 2797.523589 = -692093.234614
  nChanged 15
		SP:Iteration 46Q (94365.170000 sec): 3 clusters
  Score: Raw -694908.308165 + Penalty 2797.523589 = -692110.784576
  nChanged 13
		SP:Iteration 47Q (94365.360000 sec): 3 clusters
  Score: Raw -694921.922758 + Penalty 2797.523589 = -692124.399168
  nChanged 14
		SP:Iteration 48Q (94365.580000 sec): 3 clusters
  Score: Raw -694937.838294 + Penalty 2797.523589 = -692140.314705
  nChanged 12
		SP:Iteration 49Q (94365.760000 sec): 3 clusters
  Score: Raw -694949.297577 + Penalty 2797.523589 = -692151.773988
  nChanged 11
		SP:Iteration 50Q (94365.990000 sec): 3 clusters
  Score: Raw -694958.692043 + Penalty 2797.523589 = -692161.168454
  nChanged 3
		SP:Iteration 51Q (94366.210000 sec): 3 clusters
  Score: Raw -694962.695987 + Penalty 2797.523589 = -692165.172398
  nChanged 3
		SP:Iteration 52Q (94366.370000 sec): 3 clusters
  Score: Raw -694965.198338 + Penalty 2797.523589 = -692167.674749
  nChanged 1
		SP:Iteration 53Q (94366.570000 sec): 3 clusters
  Score: Raw -694965.667172 + Penalty 2797.523589 = -692168.143583
  nChanged 0
		SP:Iteration 54F (94366.840000 sec): 3 clusters
  Score: Raw -694965.667172 + Penalty 2797.523589 = -692168.143583
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94366.950000 sec): 2 clusters
  Score: Raw -1322174.846161 + Penalty 1520.166947 = -1320654.679214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94367.190000 sec): 3 clusters
  Score: Raw -1315614.475677 + Penalty 3040.333895 = -1312574.141782
  nChanged 5029
		SP:Iteration 1F (94367.440000 sec): 3 clusters
  Score: Raw -1318261.263649 + Penalty 3040.333895 = -1315220.929754
  nChanged 660
		SP:Iteration 2F (94367.770000 sec): 3 clusters
  Score: Raw -1318557.800690 + Penalty 3040.333895 = -1315517.466795
  nChanged 614
		SP:Iteration 3F (94368.000000 sec): 3 clusters
  Score: Raw -1318846.585369 + Penalty 3040.333895 = -1315806.251474
  nChanged 579
		SP:Iteration 4F (94368.220000 sec): 3 clusters
  Score: Raw -1319168.620129 + Penalty 3040.333895 = -1316128.286234
  nChanged 598
		SP:Iteration 5F (94368.470000 sec): 3 clusters
  Score: Raw -1319528.732008 + Penalty 3040.333895 = -1316488.398113
  nChanged 660
		SP:Iteration 6F (94368.690000 sec): 3 clusters
  Score: Raw -1319952.409024 + Penalty 3040.333895 = -1316912.075129
  nChanged 657
		SP:Iteration 7F (94368.950000 sec): 3 clusters
  Score: Raw -1320367.260176 + Penalty 3040.333895 = -1317326.926281
  nChanged 645
		SP:Iteration 8F (94369.160000 sec): 3 clusters
  Score: Raw -1320756.252429 + Penalty 3040.333895 = -1317715.918534
  nChanged 568
		SP:Iteration 9Q (94369.430000 sec): 3 clusters
  Score: Raw -1321070.908894 + Penalty 3040.333895 = -1318030.574999
  nChanged 431
		SP:Iteration 10Q (94369.650000 sec): 3 clusters
  Score: Raw -1321321.424276 + Penalty 3040.333895 = -1318281.090381
  nChanged 364
		SP:Iteration 11Q (94369.880000 sec): 3 clusters
  Score: Raw -1321520.978150 + Penalty 3040.333895 = -1318480.644255
  nChanged 302
		SP:Iteration 12Q (94370.100000 sec): 3 clusters
  Score: Raw -1321695.064757 + Penalty 3040.333895 = -1318654.730862
  nChanged 279
		SP:Iteration 13Q (94370.350000 sec): 3 clusters
  Score: Raw -1321842.112361 + Penalty 3040.333895 = -1318801.778466
  nChanged 232
		SP:Iteration 14Q (94370.580000 sec): 3 clusters
  Score: Raw -1321959.025790 + Penalty 3040.333895 = -1318918.691895
  nChanged 196
		SP:Iteration 15Q (94370.830000 sec): 3 clusters
  Score: Raw -1322054.005900 + Penalty 3040.333895 = -1319013.672005
  nChanged 183
		SP:Iteration 16Q (94371.100000 sec): 3 clusters
  Score: Raw -1322130.066575 + Penalty 3040.333895 = -1319089.732680
  nChanged 160
		SP:Iteration 17Q (94371.290000 sec): 3 clusters
  Score: Raw -1322197.466258 + Penalty 3040.333895 = -1319157.132363
  nChanged 142
		SP:Iteration 18Q (94371.560000 sec): 3 clusters
  Score: Raw -1322255.124401 + Penalty 3040.333895 = -1319214.790506
  nChanged 106
		SP:Iteration 19Q (94371.740000 sec): 3 clusters
  Score: Raw -1322295.158814 + Penalty 3040.333895 = -1319254.824919
  nChanged 92
		SP:Iteration 20F (94371.990000 sec): 3 clusters
  Score: Raw -1322329.017171 + Penalty 3040.333895 = -1319288.683276
  nChanged 91
		SP:Iteration 21Q (94372.200000 sec): 3 clusters
  Score: Raw -1322371.268785 + Penalty 3040.333895 = -1319330.934890
  nChanged 105
		SP:Iteration 22Q (94372.510000 sec): 3 clusters
  Score: Raw -1322416.577344 + Penalty 3040.333895 = -1319376.243450
  nChanged 98
		SP:Iteration 23Q (94372.750000 sec): 3 clusters
  Score: Raw -1322455.439966 + Penalty 3040.333895 = -1319415.106071
  nChanged 85
		SP:Iteration 24Q (94373.020000 sec): 3 clusters
  Score: Raw -1322488.466096 + Penalty 3040.333895 = -1319448.132201
  nChanged 70
		SP:Iteration 25Q (94373.280000 sec): 3 clusters
  Score: Raw -1322506.811016 + Penalty 3040.333895 = -1319466.477121
  nChanged 67
		SP:Iteration 26Q (94373.500000 sec): 3 clusters
  Score: Raw -1322523.257953 + Penalty 3040.333895 = -1319482.924059
  nChanged 57
		SP:Iteration 27Q (94373.760000 sec): 3 clusters
  Score: Raw -1322539.462827 + Penalty 3040.333895 = -1319499.128932
  nChanged 53
		SP:Iteration 28Q (94373.980000 sec): 3 clusters
  Score: Raw -1322551.124068 + Penalty 3040.333895 = -1319510.790173
  nChanged 47
		SP:Iteration 29Q (94374.230000 sec): 3 clusters
  Score: Raw -1322563.077562 + Penalty 3040.333895 = -1319522.743667
  nChanged 53
		SP:Iteration 30Q (94374.490000 sec): 3 clusters
  Score: Raw -1322576.686188 + Penalty 3040.333895 = -1319536.352293
  nChanged 47
		SP:Iteration 31Q (94374.720000 sec): 3 clusters
  Score: Raw -1322590.104081 + Penalty 3040.333895 = -1319549.770186
  nChanged 34
		SP:Iteration 32Q (94374.970000 sec): 3 clusters
  Score: Raw -1322598.972786 + Penalty 3040.333895 = -1319558.638891
  nChanged 35
		SP:Iteration 33Q (94375.230000 sec): 3 clusters
  Score: Raw -1322606.992257 + Penalty 3040.333895 = -1319566.658362
  nChanged 32
		SP:Iteration 34Q (94375.440000 sec): 3 clusters
  Score: Raw -1322613.522042 + Penalty 3040.333895 = -1319573.188147
  nChanged 23
		SP:Iteration 35Q (94375.690000 sec): 3 clusters
  Score: Raw -1322618.881718 + Penalty 3040.333895 = -1319578.547823
  nChanged 22
		SP:Iteration 36Q (94375.940000 sec): 3 clusters
  Score: Raw -1322623.751500 + Penalty 3040.333895 = -1319583.417606
  nChanged 24
		SP:Iteration 37Q (94376.170000 sec): 3 clusters
  Score: Raw -1322628.810584 + Penalty 3040.333895 = -1319588.476689
  nChanged 25
		SP:Iteration 38Q (94376.420000 sec): 3 clusters
  Score: Raw -1322634.520382 + Penalty 3040.333895 = -1319594.186488
  nChanged 26
		SP:Iteration 39Q (94376.660000 sec): 3 clusters
  Score: Raw -1322639.662853 + Penalty 3040.333895 = -1319599.328958
  nChanged 19
		SP:Iteration 40F (94376.900000 sec): 3 clusters
  Score: Raw -1322642.288298 + Penalty 3040.333895 = -1319601.954403
  nChanged 14
		SP:Iteration 41Q (94377.140000 sec): 3 clusters
  Score: Raw -1322643.962597 + Penalty 3040.333895 = -1319603.628702
  nChanged 4
		SP:Iteration 42Q (94377.360000 sec): 3 clusters
  Score: Raw -1322644.546312 + Penalty 3040.333895 = -1319604.212417
  nChanged 4
		SP:Iteration 43Q (94377.680000 sec): 3 clusters
  Score: Raw -1322644.876712 + Penalty 3040.333895 = -1319604.542817
  nChanged 2
		SP:Iteration 44Q (94377.890000 sec): 3 clusters
  Score: Raw -1322645.184263 + Penalty 3040.333895 = -1319604.850368
  nChanged 4
		SP:Iteration 45Q (94378.160000 sec): 3 clusters
  Score: Raw -1322646.144006 + Penalty 3040.333895 = -1319605.810112
  nChanged 4
		SP:Iteration 46Q (94378.370000 sec): 3 clusters
  Score: Raw -1322646.784070 + Penalty 3040.333895 = -1319606.450175
  nChanged 5
		SP:Iteration 47Q (94378.620000 sec): 3 clusters
  Score: Raw -1322647.402586 + Penalty 3040.333895 = -1319607.068691
  nChanged 2
		SP:Iteration 48Q (94378.830000 sec): 3 clusters
  Score: Raw -1322647.536848 + Penalty 3040.333895 = -1319607.202953
  nChanged 1
		SP:Iteration 49Q (94379.080000 sec): 3 clusters
  Score: Raw -1322647.648356 + Penalty 3040.333895 = -1319607.314461
  nChanged 1
		SP:Iteration 50Q (94379.280000 sec): 3 clusters
  Score: Raw -1322647.720337 + Penalty 3040.333895 = -1319607.386443
  nChanged 2
		SP:Iteration 51Q (94379.490000 sec): 3 clusters
  Score: Raw -1322647.971450 + Penalty 3040.333895 = -1319607.637555
  nChanged 2
		SP:Iteration 52Q (94379.700000 sec): 3 clusters
  Score: Raw -1322648.215014 + Penalty 3040.333895 = -1319607.881119
  nChanged 1
		SP:Iteration 53Q (94379.830000 sec): 3 clusters
  Score: Raw -1322648.269611 + Penalty 3040.333895 = -1319607.935716
  nChanged 1
		SP:Iteration 54Q (94380.050000 sec): 3 clusters
  Score: Raw -1322648.307814 + Penalty 3040.333895 = -1319607.973919
  nChanged 0
		SP:Iteration 55F (94380.240000 sec): 3 clusters
  Score: Raw -1322648.307814 + Penalty 3040.333895 = -1319607.973919
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (29201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94380.480000 sec): 2 clusters
  Score: Raw -3577082.185621 + Penalty 1670.818213 = -3575411.367408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94380.780000 sec): 3 clusters
  Score: Raw -3559110.299762 + Penalty 3341.636426 = -3555768.663336
  nChanged 13512
		SP:Iteration 1F (94381.140000 sec): 3 clusters
  Score: Raw -3566402.779097 + Penalty 3341.636426 = -3563061.142671
  nChanged 1245
		SP:Iteration 2Q (94381.490000 sec): 3 clusters
  Score: Raw -3566761.920797 + Penalty 3341.636426 = -3563420.284371
  nChanged 1147
		SP:Iteration 3Q (94381.790000 sec): 3 clusters
  Score: Raw -3567089.025064 + Penalty 3341.636426 = -3563747.388638
  nChanged 1086
		SP:Iteration 4Q (94382.120000 sec): 3 clusters
  Score: Raw -3567406.952513 + Penalty 3341.636426 = -3564065.316087
  nChanged 1018
		SP:Iteration 5Q (94382.400000 sec): 3 clusters
  Score: Raw -3567711.526339 + Penalty 3341.636426 = -3564369.889913
  nChanged 975
		SP:Iteration 6Q (94382.740000 sec): 3 clusters
  Score: Raw -3567997.514093 + Penalty 3341.636426 = -3564655.877666
  nChanged 960
		SP:Iteration 7Q (94383.060000 sec): 3 clusters
  Score: Raw -3568310.312756 + Penalty 3341.636426 = -3564968.676330
  nChanged 1026
		SP:Iteration 8Q (94383.320000 sec): 3 clusters
  Score: Raw -3568684.011587 + Penalty 3341.636426 = -3565342.375161
  nChanged 1123
		SP:Iteration 9Q (94383.700000 sec): 3 clusters
  Score: Raw -3569141.413295 + Penalty 3341.636426 = -3565799.776869
  nChanged 1216
		SP:Iteration 10Q (94384.080000 sec): 3 clusters
  Score: Raw -3569709.786113 + Penalty 3341.636426 = -3566368.149687
  nChanged 1257
		SP:Iteration 11Q (94384.400000 sec): 3 clusters
  Score: Raw -3570294.534529 + Penalty 3341.636426 = -3566952.898103
  nChanged 1259
		SP:Iteration 12Q (94384.690000 sec): 3 clusters
  Score: Raw -3570854.040469 + Penalty 3341.636426 = -3567512.404043
  nChanged 1171
		SP:Iteration 13Q (94384.990000 sec): 3 clusters
  Score: Raw -3571340.186776 + Penalty 3341.636426 = -3567998.550350
  nChanged 1005
		SP:Iteration 14Q (94385.310000 sec): 3 clusters
  Score: Raw -3571740.487815 + Penalty 3341.636426 = -3568398.851389
  nChanged 900
		SP:Iteration 15Q (94385.630000 sec): 3 clusters
  Score: Raw -3572113.932520 + Penalty 3341.636426 = -3568772.296094
  nChanged 797
		SP:Iteration 16Q (94385.990000 sec): 3 clusters
  Score: Raw -3572428.317655 + Penalty 3341.636426 = -3569086.681229
  nChanged 746
		SP:Iteration 17Q (94386.320000 sec): 3 clusters
  Score: Raw -3572730.609960 + Penalty 3341.636426 = -3569388.973533
  nChanged 698
		SP:Iteration 18Q (94386.590000 sec): 3 clusters
  Score: Raw -3573000.090909 + Penalty 3341.636426 = -3569658.454483
  nChanged 628
		SP:Iteration 19Q (94386.950000 sec): 3 clusters
  Score: Raw -3573219.792933 + Penalty 3341.636426 = -3569878.156507
  nChanged 568
		SP:Iteration 20F (94387.260000 sec): 3 clusters
  Score: Raw -3573386.690302 + Penalty 3341.636426 = -3570045.053876
  nChanged 510
		SP:Iteration 21Q (94387.600000 sec): 3 clusters
  Score: Raw -3573527.423473 + Penalty 3341.636426 = -3570185.787047
  nChanged 469
		SP:Iteration 22Q (94387.910000 sec): 3 clusters
  Score: Raw -3573641.082672 + Penalty 3341.636426 = -3570299.446245
  nChanged 395
		SP:Iteration 23Q (94388.210000 sec): 3 clusters
  Score: Raw -3573727.650121 + Penalty 3341.636426 = -3570386.013695
  nChanged 327
		SP:Iteration 24Q (94388.510000 sec): 3 clusters
  Score: Raw -3573788.675499 + Penalty 3341.636426 = -3570447.039073
  nChanged 269
		SP:Iteration 25Q (94388.820000 sec): 3 clusters
  Score: Raw -3573828.998574 + Penalty 3341.636426 = -3570487.362148
  nChanged 220
		SP:Iteration 26Q (94389.100000 sec): 3 clusters
  Score: Raw -3573859.495668 + Penalty 3341.636426 = -3570517.859242
  nChanged 189
		SP:Iteration 27Q (94389.460000 sec): 3 clusters
  Score: Raw -3573884.590635 + Penalty 3341.636426 = -3570542.954209
  nChanged 183
		SP:Iteration 28Q (94389.740000 sec): 3 clusters
  Score: Raw -3573906.082627 + Penalty 3341.636426 = -3570564.446200
  nChanged 147
		SP:Iteration 29Q (94390.050000 sec): 3 clusters
  Score: Raw -3573922.867258 + Penalty 3341.636426 = -3570581.230832
  nChanged 139
		SP:Iteration 30Q (94390.340000 sec): 3 clusters
  Score: Raw -3573939.069601 + Penalty 3341.636426 = -3570597.433175
  nChanged 158
		SP:Iteration 31Q (94390.610000 sec): 3 clusters
  Score: Raw -3573957.573447 + Penalty 3341.636426 = -3570615.937021
  nChanged 148
		SP:Iteration 32Q (94390.900000 sec): 3 clusters
  Score: Raw -3573972.362243 + Penalty 3341.636426 = -3570630.725817
  nChanged 136
		SP:Iteration 33Q (94391.180000 sec): 3 clusters
  Score: Raw -3573988.458178 + Penalty 3341.636426 = -3570646.821751
  nChanged 137
		SP:Iteration 34Q (94391.500000 sec): 3 clusters
  Score: Raw -3574002.134634 + Penalty 3341.636426 = -3570660.498208
  nChanged 131
		SP:Iteration 35Q (94391.740000 sec): 3 clusters
  Score: Raw -3574016.730590 + Penalty 3341.636426 = -3570675.094164
  nChanged 135
		SP:Iteration 36Q (94392.020000 sec): 3 clusters
  Score: Raw -3574031.776456 + Penalty 3341.636426 = -3570690.140030
  nChanged 116
		SP:Iteration 37Q (94392.280000 sec): 3 clusters
  Score: Raw -3574043.251437 + Penalty 3341.636426 = -3570701.615011
  nChanged 108
		SP:Iteration 38Q (94392.590000 sec): 3 clusters
  Score: Raw -3574053.290186 + Penalty 3341.636426 = -3570711.653760
  nChanged 107
		SP:Iteration 39Q (94392.850000 sec): 3 clusters
  Score: Raw -3574063.608382 + Penalty 3341.636426 = -3570721.971956
  nChanged 97
		SP:Iteration 40F (94393.160000 sec): 3 clusters
  Score: Raw -3574073.640083 + Penalty 3341.636426 = -3570732.003657
  nChanged 103
		SP:Iteration 41Q (94393.470000 sec): 3 clusters
  Score: Raw -3574087.610670 + Penalty 3341.636426 = -3570745.974244
  nChanged 146
		SP:Iteration 42Q (94393.760000 sec): 3 clusters
  Score: Raw -3574106.770749 + Penalty 3341.636426 = -3570765.134323
  nChanged 144
		SP:Iteration 43Q (94394.040000 sec): 3 clusters
  Score: Raw -3574126.124299 + Penalty 3341.636426 = -3570784.487873
  nChanged 138
		SP:Iteration 44Q (94394.360000 sec): 3 clusters
  Score: Raw -3574143.924545 + Penalty 3341.636426 = -3570802.288119
  nChanged 150
		SP:Iteration 45Q (94394.670000 sec): 3 clusters
  Score: Raw -3574164.368939 + Penalty 3341.636426 = -3570822.732513
  nChanged 169
		SP:Iteration 46Q (94394.980000 sec): 3 clusters
  Score: Raw -3574188.884910 + Penalty 3341.636426 = -3570847.248483
  nChanged 173
		SP:Iteration 47Q (94395.270000 sec): 3 clusters
  Score: Raw -3574218.632899 + Penalty 3341.636426 = -3570876.996473
  nChanged 205
		SP:Iteration 48Q (94395.580000 sec): 3 clusters
  Score: Raw -3574254.726226 + Penalty 3341.636426 = -3570913.089800
  nChanged 213
		SP:Iteration 49Q (94395.880000 sec): 3 clusters
  Score: Raw -3574292.168658 + Penalty 3341.636426 = -3570950.532232
  nChanged 226
		SP:Iteration 50Q (94396.150000 sec): 3 clusters
  Score: Raw -3574334.824082 + Penalty 3341.636426 = -3570993.187656
  nChanged 245
		SP:Iteration 51Q (94396.440000 sec): 3 clusters
  Score: Raw -3574384.274743 + Penalty 3341.636426 = -3571042.638317
  nChanged 269
		SP:Iteration 52Q (94396.730000 sec): 3 clusters
  Score: Raw -3574441.241372 + Penalty 3341.636426 = -3571099.604946
  nChanged 252
		SP:Iteration 53Q (94397.040000 sec): 3 clusters
  Score: Raw -3574491.182182 + Penalty 3341.636426 = -3571149.545756
  nChanged 263
		SP:Iteration 54Q (94397.330000 sec): 3 clusters
  Score: Raw -3574546.997361 + Penalty 3341.636426 = -3571205.360935
  nChanged 288
		SP:Iteration 55Q (94397.640000 sec): 3 clusters
  Score: Raw -3574614.349325 + Penalty 3341.636426 = -3571272.712899
  nChanged 311
		SP:Iteration 56Q (94397.960000 sec): 3 clusters
  Score: Raw -3574691.056382 + Penalty 3341.636426 = -3571349.419956
  nChanged 318
		SP:Iteration 57Q (94398.240000 sec): 3 clusters
  Score: Raw -3574771.477204 + Penalty 3341.636426 = -3571429.840778
  nChanged 319
		SP:Iteration 58Q (94398.560000 sec): 3 clusters
  Score: Raw -3574862.003765 + Penalty 3341.636426 = -3571520.367339
  nChanged 362
		SP:Iteration 59Q (94398.820000 sec): 3 clusters
  Score: Raw -3574971.652993 + Penalty 3341.636426 = -3571630.016567
  nChanged 375
		SP:Iteration 60F (94399.100000 sec): 3 clusters
  Score: Raw -3575096.099025 + Penalty 3341.636426 = -3571754.462599
  nChanged 407
		SP:Iteration 61Q (94399.410000 sec): 3 clusters
  Score: Raw -3575235.529138 + Penalty 3341.636426 = -3571893.892712
  nChanged 421
		SP:Iteration 62Q (94399.720000 sec): 3 clusters
  Score: Raw -3575386.842464 + Penalty 3341.636426 = -3572045.206038
  nChanged 415
		SP:Iteration 63Q (94400.000000 sec): 3 clusters
  Score: Raw -3575542.567729 + Penalty 3341.636426 = -3572200.931303
  nChanged 395
		SP:Iteration 64Q (94400.270000 sec): 3 clusters
  Score: Raw -3575697.208822 + Penalty 3341.636426 = -3572355.572396
  nChanged 395
		SP:Iteration 65Q (94400.570000 sec): 3 clusters
  Score: Raw -3575862.744045 + Penalty 3341.636426 = -3572521.107619
  nChanged 390
		SP:Iteration 66Q (94400.860000 sec): 3 clusters
  Score: Raw -3576050.113717 + Penalty 3341.636426 = -3572708.477291
  nChanged 375
		SP:Iteration 67Q (94401.140000 sec): 3 clusters
  Score: Raw -3576241.274846 + Penalty 3341.636426 = -3572899.638419
  nChanged 358
		SP:Iteration 68Q (94401.420000 sec): 3 clusters
  Score: Raw -3576441.841462 + Penalty 3341.636426 = -3573100.205036
  nChanged 305
		SP:Iteration 69Q (94401.700000 sec): 3 clusters
  Score: Raw -3576610.475926 + Penalty 3341.636426 = -3573268.839500
  nChanged 288
		SP:Iteration 70Q (94401.990000 sec): 3 clusters
  Score: Raw -3576775.848097 + Penalty 3341.636426 = -3573434.211671
  nChanged 264
		SP:Iteration 71Q (94402.270000 sec): 3 clusters
  Score: Raw -3576934.486658 + Penalty 3341.636426 = -3573592.850232
  nChanged 222
		SP:Iteration 72Q (94402.620000 sec): 3 clusters
  Score: Raw -3577068.119508 + Penalty 3341.636426 = -3573726.483082
  nChanged 163
		SP:Iteration 73Q (94402.930000 sec): 3 clusters
  Score: Raw -3577169.994567 + Penalty 3341.636426 = -3573828.358141
  nChanged 170
		SP:Iteration 74Q (94403.250000 sec): 3 clusters
  Score: Raw -3577279.174487 + Penalty 3341.636426 = -3573937.538061
  nChanged 129
		SP:Iteration 75Q (94403.500000 sec): 3 clusters
  Score: Raw -3577359.454979 + Penalty 3341.636426 = -3574017.818552
  nChanged 104
		SP:Iteration 76Q (94403.840000 sec): 3 clusters
  Score: Raw -3577426.454550 + Penalty 3341.636426 = -3574084.818124
  nChanged 92
		SP:Iteration 77Q (94404.140000 sec): 3 clusters
  Score: Raw -3577482.006412 + Penalty 3341.636426 = -3574140.369986
  nChanged 79
		SP:Iteration 78Q (94404.430000 sec): 3 clusters
  Score: Raw -3577523.850047 + Penalty 3341.636426 = -3574182.213621
  nChanged 59
		SP:Iteration 79Q (94404.750000 sec): 3 clusters
  Score: Raw -3577552.223726 + Penalty 3341.636426 = -3574210.587300
  nChanged 39
		SP:Iteration 80F (94405.030000 sec): 3 clusters
  Score: Raw -3577565.089205 + Penalty 3341.636426 = -3574223.452779
  nChanged 31
		SP:Iteration 81Q (94405.330000 sec): 3 clusters
  Score: Raw -3577576.691546 + Penalty 3341.636426 = -3574235.055120
  nChanged 26
		SP:Iteration 82Q (94405.570000 sec): 3 clusters
  Score: Raw -3577585.692350 + Penalty 3341.636426 = -3574244.055924
  nChanged 18
		SP:Iteration 83Q (94405.840000 sec): 3 clusters
  Score: Raw -3577591.423515 + Penalty 3341.636426 = -3574249.787089
  nChanged 15
		SP:Iteration 84Q (94406.110000 sec): 3 clusters
  Score: Raw -3577596.643592 + Penalty 3341.636426 = -3574255.007166
  nChanged 7
		SP:Iteration 85Q (94406.380000 sec): 3 clusters
  Score: Raw -3577598.950145 + Penalty 3341.636426 = -3574257.313719
  nChanged 6
		SP:Iteration 86Q (94406.640000 sec): 3 clusters
  Score: Raw -3577601.016392 + Penalty 3341.636426 = -3574259.379966
  nChanged 3
		SP:Iteration 87Q (94406.930000 sec): 3 clusters
  Score: Raw -3577602.450798 + Penalty 3341.636426 = -3574260.814372
  nChanged 3
		SP:Iteration 88Q (94407.200000 sec): 3 clusters
  Score: Raw -3577603.892321 + Penalty 3341.636426 = -3574262.255895
  nChanged 3
		SP:Iteration 89Q (94407.500000 sec): 3 clusters
  Score: Raw -3577605.524284 + Penalty 3341.636426 = -3574263.887858
  nChanged 7
		SP:Iteration 90Q (94407.770000 sec): 3 clusters
  Score: Raw -3577608.834260 + Penalty 3341.636426 = -3574267.197834
  nChanged 5
		SP:Iteration 91Q (94408.040000 sec): 3 clusters
  Score: Raw -3577610.426537 + Penalty 3341.636426 = -3574268.790111
  nChanged 2
		SP:Iteration 92Q (94408.320000 sec): 3 clusters
  Score: Raw -3577610.903218 + Penalty 3341.636426 = -3574269.266792
  nChanged 1
		SP:Iteration 93Q (94408.570000 sec): 3 clusters
  Score: Raw -3577611.112816 + Penalty 3341.636426 = -3574269.476390
  nChanged 0
		SP:Iteration 94F (94408.840000 sec): 3 clusters
  Score: Raw -3577611.112816 + Penalty 3341.636426 = -3574269.476390
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (23415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94409.050000 sec): 2 clusters
  Score: Raw -2756865.447468 + Penalty 1634.933970 = -2755230.513498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94409.270000 sec): 3 clusters
  Score: Raw -2742556.106770 + Penalty 3269.867940 = -2739286.238831
  nChanged 10645
		SP:Iteration 1F (94409.530000 sec): 3 clusters
  Score: Raw -2748578.143885 + Penalty 3269.867940 = -2745308.275945
  nChanged 1329
		SP:Iteration 2F (94409.860000 sec): 3 clusters
  Score: Raw -2749157.520948 + Penalty 3269.867940 = -2745887.653008
  nChanged 1322
		SP:Iteration 3F (94410.070000 sec): 3 clusters
  Score: Raw -2749767.727999 + Penalty 3269.867940 = -2746497.860060
  nChanged 1316
		SP:Iteration 4F (94410.370000 sec): 3 clusters
  Score: Raw -2750472.640107 + Penalty 3269.867940 = -2747202.772167
  nChanged 1344
		SP:Iteration 5F (94410.630000 sec): 3 clusters
  Score: Raw -2751274.377977 + Penalty 3269.867940 = -2748004.510037
  nChanged 1374
		SP:Iteration 6F (94410.900000 sec): 3 clusters
  Score: Raw -2752163.899965 + Penalty 3269.867940 = -2748894.032025
  nChanged 1349
		SP:Iteration 7F (94411.140000 sec): 3 clusters
  Score: Raw -2753023.628485 + Penalty 3269.867940 = -2749753.760546
  nChanged 1242
		SP:Iteration 8F (94411.390000 sec): 3 clusters
  Score: Raw -2753772.554975 + Penalty 3269.867940 = -2750502.687035
  nChanged 1039
		SP:Iteration 9Q (94411.680000 sec): 3 clusters
  Score: Raw -2754317.446470 + Penalty 3269.867940 = -2751047.578531
  nChanged 841
		SP:Iteration 10Q (94411.980000 sec): 3 clusters
  Score: Raw -2754667.970996 + Penalty 3269.867940 = -2751398.103056
  nChanged 623
		SP:Iteration 11Q (94412.220000 sec): 3 clusters
  Score: Raw -2754881.449229 + Penalty 3269.867940 = -2751611.581290
  nChanged 448
		SP:Iteration 12Q (94412.520000 sec): 3 clusters
  Score: Raw -2755001.531290 + Penalty 3269.867940 = -2751731.663350
  nChanged 338
		SP:Iteration 13Q (94412.770000 sec): 3 clusters
  Score: Raw -2755075.171217 + Penalty 3269.867940 = -2751805.303278
  nChanged 272
		SP:Iteration 14Q (94413.100000 sec): 3 clusters
  Score: Raw -2755131.317344 + Penalty 3269.867940 = -2751861.449404
  nChanged 230
		SP:Iteration 15Q (94413.370000 sec): 3 clusters
  Score: Raw -2755180.729915 + Penalty 3269.867940 = -2751910.861975
  nChanged 218
		SP:Iteration 16Q (94413.640000 sec): 3 clusters
  Score: Raw -2755226.185878 + Penalty 3269.867940 = -2751956.317938
  nChanged 196
		SP:Iteration 17Q (94413.900000 sec): 3 clusters
  Score: Raw -2755263.688377 + Penalty 3269.867940 = -2751993.820437
  nChanged 203
		SP:Iteration 18Q (94414.190000 sec): 3 clusters
  Score: Raw -2755300.037886 + Penalty 3269.867940 = -2752030.169946
  nChanged 191
		SP:Iteration 19Q (94414.470000 sec): 3 clusters
  Score: Raw -2755337.707051 + Penalty 3269.867940 = -2752067.839112
  nChanged 178
		SP:Iteration 20F (94414.730000 sec): 3 clusters
  Score: Raw -2755368.575322 + Penalty 3269.867940 = -2752098.707382
  nChanged 157
		SP:Iteration 21Q (94415.000000 sec): 3 clusters
  Score: Raw -2755396.117585 + Penalty 3269.867940 = -2752126.249646
  nChanged 157
		SP:Iteration 22Q (94415.280000 sec): 3 clusters
  Score: Raw -2755424.051696 + Penalty 3269.867940 = -2752154.183756
  nChanged 161
		SP:Iteration 23Q (94415.540000 sec): 3 clusters
  Score: Raw -2755456.189165 + Penalty 3269.867940 = -2752186.321225
  nChanged 171
		SP:Iteration 24Q (94415.860000 sec): 3 clusters
  Score: Raw -2755489.581524 + Penalty 3269.867940 = -2752219.713585
  nChanged 156
		SP:Iteration 25Q (94416.100000 sec): 3 clusters
  Score: Raw -2755516.539096 + Penalty 3269.867940 = -2752246.671156
  nChanged 148
		SP:Iteration 26Q (94416.380000 sec): 3 clusters
  Score: Raw -2755539.110137 + Penalty 3269.867940 = -2752269.242198
  nChanged 131
		SP:Iteration 27Q (94416.690000 sec): 3 clusters
  Score: Raw -2755558.975564 + Penalty 3269.867940 = -2752289.107624
  nChanged 131
		SP:Iteration 28Q (94416.970000 sec): 3 clusters
  Score: Raw -2755578.622670 + Penalty 3269.867940 = -2752308.754731
  nChanged 118
		SP:Iteration 29Q (94417.230000 sec): 3 clusters
  Score: Raw -2755594.587207 + Penalty 3269.867940 = -2752324.719268
  nChanged 115
		SP:Iteration 30Q (94417.490000 sec): 3 clusters
  Score: Raw -2755610.258060 + Penalty 3269.867940 = -2752340.390121
  nChanged 114
		SP:Iteration 31Q (94417.770000 sec): 3 clusters
  Score: Raw -2755625.629281 + Penalty 3269.867940 = -2752355.761342
  nChanged 110
		SP:Iteration 32Q (94418.030000 sec): 3 clusters
  Score: Raw -2755643.305886 + Penalty 3269.867940 = -2752373.437947
  nChanged 109
		SP:Iteration 33Q (94418.360000 sec): 3 clusters
  Score: Raw -2755663.227261 + Penalty 3269.867940 = -2752393.359321
  nChanged 111
		SP:Iteration 34Q (94418.620000 sec): 3 clusters
  Score: Raw -2755681.091562 + Penalty 3269.867940 = -2752411.223623
  nChanged 119
		SP:Iteration 35Q (94418.880000 sec): 3 clusters
  Score: Raw -2755698.488284 + Penalty 3269.867940 = -2752428.620344
  nChanged 118
		SP:Iteration 36Q (94419.140000 sec): 3 clusters
  Score: Raw -2755719.519476 + Penalty 3269.867940 = -2752449.651537
  nChanged 136
		SP:Iteration 37Q (94419.360000 sec): 3 clusters
  Score: Raw -2755746.066970 + Penalty 3269.867940 = -2752476.199030
  nChanged 153
		SP:Iteration 38Q (94419.630000 sec): 3 clusters
  Score: Raw -2755777.754370 + Penalty 3269.867940 = -2752507.886431
  nChanged 167
		SP:Iteration 39Q (94419.890000 sec): 3 clusters
  Score: Raw -2755811.743940 + Penalty 3269.867940 = -2752541.876001
  nChanged 170
		SP:Iteration 40F (94420.190000 sec): 3 clusters
  Score: Raw -2755849.442552 + Penalty 3269.867940 = -2752579.574613
  nChanged 187
		SP:Iteration 41Q (94420.460000 sec): 3 clusters
  Score: Raw -2755891.622403 + Penalty 3269.867940 = -2752621.754464
  nChanged 189
		SP:Iteration 42Q (94420.750000 sec): 3 clusters
  Score: Raw -2755932.855657 + Penalty 3269.867940 = -2752662.987718
  nChanged 187
		SP:Iteration 43Q (94421.020000 sec): 3 clusters
  Score: Raw -2755978.628178 + Penalty 3269.867940 = -2752708.760238
  nChanged 209
		SP:Iteration 44Q (94421.250000 sec): 3 clusters
  Score: Raw -2756032.824322 + Penalty 3269.867940 = -2752762.956382
  nChanged 217
		SP:Iteration 45Q (94421.590000 sec): 3 clusters
  Score: Raw -2756088.955302 + Penalty 3269.867940 = -2752819.087363
  nChanged 206
		SP:Iteration 46Q (94421.880000 sec): 3 clusters
  Score: Raw -2756144.899059 + Penalty 3269.867940 = -2752875.031120
  nChanged 191
		SP:Iteration 47Q (94422.160000 sec): 3 clusters
  Score: Raw -2756194.654932 + Penalty 3269.867940 = -2752924.786993
  nChanged 174
		SP:Iteration 48Q (94422.420000 sec): 3 clusters
  Score: Raw -2756234.553309 + Penalty 3269.867940 = -2752964.685369
  nChanged 170
		SP:Iteration 49Q (94422.710000 sec): 3 clusters
  Score: Raw -2756269.129336 + Penalty 3269.867940 = -2752999.261396
  nChanged 165
		SP:Iteration 50Q (94422.980000 sec): 3 clusters
  Score: Raw -2756301.207916 + Penalty 3269.867940 = -2753031.339976
  nChanged 171
		SP:Iteration 51Q (94423.190000 sec): 3 clusters
  Score: Raw -2756334.585980 + Penalty 3269.867940 = -2753064.718041
  nChanged 170
		SP:Iteration 52Q (94423.500000 sec): 3 clusters
  Score: Raw -2756367.236251 + Penalty 3269.867940 = -2753097.368311
  nChanged 162
		SP:Iteration 53Q (94423.780000 sec): 3 clusters
  Score: Raw -2756401.208402 + Penalty 3269.867940 = -2753131.340463
  nChanged 171
		SP:Iteration 54Q (94424.040000 sec): 3 clusters
  Score: Raw -2756438.291684 + Penalty 3269.867940 = -2753168.423745
  nChanged 174
		SP:Iteration 55Q (94424.300000 sec): 3 clusters
  Score: Raw -2756476.113392 + Penalty 3269.867940 = -2753206.245453
  nChanged 163
		SP:Iteration 56Q (94424.560000 sec): 3 clusters
  Score: Raw -2756511.751952 + Penalty 3269.867940 = -2753241.884013
  nChanged 174
		SP:Iteration 57Q (94424.820000 sec): 3 clusters
  Score: Raw -2756550.287656 + Penalty 3269.867940 = -2753280.419717
  nChanged 194
		SP:Iteration 58Q (94425.080000 sec): 3 clusters
  Score: Raw -2756596.418043 + Penalty 3269.867940 = -2753326.550103
  nChanged 175
		SP:Iteration 59Q (94425.400000 sec): 3 clusters
  Score: Raw -2756638.178334 + Penalty 3269.867940 = -2753368.310395
  nChanged 200
		SP:Iteration 60F (94425.670000 sec): 3 clusters
  Score: Raw -2756685.660374 + Penalty 3269.867940 = -2753415.792434
  nChanged 186
		SP:Iteration 61Q (94425.910000 sec): 3 clusters
  Score: Raw -2756734.444720 + Penalty 3269.867940 = -2753464.576780
  nChanged 183
		SP:Iteration 62Q (94426.230000 sec): 3 clusters
  Score: Raw -2756784.147387 + Penalty 3269.867940 = -2753514.279448
  nChanged 190
		SP:Iteration 63Q (94426.510000 sec): 3 clusters
  Score: Raw -2756836.337788 + Penalty 3269.867940 = -2753566.469848
  nChanged 188
		SP:Iteration 64Q (94426.770000 sec): 3 clusters
  Score: Raw -2756887.989265 + Penalty 3269.867940 = -2753618.121325
  nChanged 181
		SP:Iteration 65Q (94427.020000 sec): 3 clusters
  Score: Raw -2756934.520007 + Penalty 3269.867940 = -2753664.652067
  nChanged 187
		SP:Iteration 66Q (94427.280000 sec): 3 clusters
  Score: Raw -2756991.233638 + Penalty 3269.867940 = -2753721.365699
  nChanged 181
		SP:Iteration 67Q (94427.540000 sec): 3 clusters
  Score: Raw -2757042.099485 + Penalty 3269.867940 = -2753772.231546
  nChanged 176
		SP:Iteration 68Q (94427.790000 sec): 3 clusters
  Score: Raw -2757094.251990 + Penalty 3269.867940 = -2753824.384051
  nChanged 194
		SP:Iteration 69Q (94428.060000 sec): 3 clusters
  Score: Raw -2757149.639777 + Penalty 3269.867940 = -2753879.771838
  nChanged 171
		SP:Iteration 70Q (94428.390000 sec): 3 clusters
  Score: Raw -2757202.564515 + Penalty 3269.867940 = -2753932.696575
  nChanged 193
		SP:Iteration 71Q (94428.630000 sec): 3 clusters
  Score: Raw -2757262.121770 + Penalty 3269.867940 = -2753992.253831
  nChanged 179
		SP:Iteration 72Q (94428.900000 sec): 3 clusters
  Score: Raw -2757318.929516 + Penalty 3269.867940 = -2754049.061576
  nChanged 175
		SP:Iteration 73Q (94429.210000 sec): 3 clusters
  Score: Raw -2757372.482151 + Penalty 3269.867940 = -2754102.614211
  nChanged 161
		SP:Iteration 74Q (94429.450000 sec): 3 clusters
  Score: Raw -2757424.022783 + Penalty 3269.867940 = -2754154.154844
  nChanged 146
		SP:Iteration 75Q (94429.750000 sec): 3 clusters
  Score: Raw -2757472.151962 + Penalty 3269.867940 = -2754202.284023
  nChanged 142
		SP:Iteration 76Q (94429.990000 sec): 3 clusters
  Score: Raw -2757519.693099 + Penalty 3269.867940 = -2754249.825159
  nChanged 125
		SP:Iteration 77Q (94430.270000 sec): 3 clusters
  Score: Raw -2757562.566836 + Penalty 3269.867940 = -2754292.698896
  nChanged 139
		SP:Iteration 78Q (94430.490000 sec): 3 clusters
  Score: Raw -2757613.947879 + Penalty 3269.867940 = -2754344.079939
  nChanged 120
		SP:Iteration 79Q (94430.730000 sec): 3 clusters
  Score: Raw -2757654.775451 + Penalty 3269.867940 = -2754384.907511
  nChanged 95
		SP:Iteration 80F (94430.970000 sec): 3 clusters
  Score: Raw -2757685.822583 + Penalty 3269.867940 = -2754415.954644
  nChanged 81
		SP:Iteration 81Q (94431.260000 sec): 3 clusters
  Score: Raw -2757712.556786 + Penalty 3269.867940 = -2754442.688847
  nChanged 74
		SP:Iteration 82Q (94431.530000 sec): 3 clusters
  Score: Raw -2757735.782529 + Penalty 3269.867940 = -2754465.914589
  nChanged 62
		SP:Iteration 83Q (94431.760000 sec): 3 clusters
  Score: Raw -2757754.628169 + Penalty 3269.867940 = -2754484.760230
  nChanged 58
		SP:Iteration 84Q (94432.040000 sec): 3 clusters
  Score: Raw -2757773.481380 + Penalty 3269.867940 = -2754503.613440
  nChanged 46
		SP:Iteration 85Q (94432.250000 sec): 3 clusters
  Score: Raw -2757787.805335 + Penalty 3269.867940 = -2754517.937395
  nChanged 46
		SP:Iteration 86Q (94432.520000 sec): 3 clusters
  Score: Raw -2757806.823492 + Penalty 3269.867940 = -2754536.955552
  nChanged 43
		SP:Iteration 87Q (94432.750000 sec): 3 clusters
  Score: Raw -2757822.024147 + Penalty 3269.867940 = -2754552.156208
  nChanged 46
		SP:Iteration 88Q (94433.030000 sec): 3 clusters
  Score: Raw -2757838.531491 + Penalty 3269.867940 = -2754568.663551
  nChanged 41
		SP:Iteration 89Q (94433.310000 sec): 3 clusters
  Score: Raw -2757851.688134 + Penalty 3269.867940 = -2754581.820195
  nChanged 31
		SP:Iteration 90Q (94433.580000 sec): 3 clusters
  Score: Raw -2757859.566223 + Penalty 3269.867940 = -2754589.698283
  nChanged 27
		SP:Iteration 91Q (94433.860000 sec): 3 clusters
  Score: Raw -2757867.113218 + Penalty 3269.867940 = -2754597.245278
  nChanged 24
		SP:Iteration 92Q (94434.190000 sec): 3 clusters
  Score: Raw -2757873.351866 + Penalty 3269.867940 = -2754603.483927
  nChanged 25
		SP:Iteration 93Q (94434.490000 sec): 3 clusters
  Score: Raw -2757880.490339 + Penalty 3269.867940 = -2754610.622399
  nChanged 28
		SP:Iteration 94Q (94434.790000 sec): 3 clusters
  Score: Raw -2757888.401255 + Penalty 3269.867940 = -2754618.533315
  nChanged 23
		SP:Iteration 95Q (94435.060000 sec): 3 clusters
  Score: Raw -2757894.075513 + Penalty 3269.867940 = -2754624.207573
  nChanged 16
		SP:Iteration 96Q (94435.290000 sec): 3 clusters
  Score: Raw -2757898.007125 + Penalty 3269.867940 = -2754628.139185
  nChanged 11
		SP:Iteration 97Q (94435.600000 sec): 3 clusters
  Score: Raw -2757901.125578 + Penalty 3269.867940 = -2754631.257638
  nChanged 14
		SP:Iteration 98Q (94435.900000 sec): 3 clusters
  Score: Raw -2757905.635663 + Penalty 3269.867940 = -2754635.767723
  nChanged 17
		SP:Iteration 99Q (94436.170000 sec): 3 clusters
  Score: Raw -2757910.431781 + Penalty 3269.867940 = -2754640.563842
  nChanged 9
		SP:Iteration 100F (94436.500000 sec): 3 clusters
  Score: Raw -2757913.034798 + Penalty 3269.867940 = -2754643.166859
  nChanged 13
		SP:Iteration 101Q (94436.790000 sec): 3 clusters
  Score: Raw -2757916.043927 + Penalty 3269.867940 = -2754646.175987
  nChanged 11
		SP:Iteration 102Q (94437.060000 sec): 3 clusters
  Score: Raw -2757918.608261 + Penalty 3269.867940 = -2754648.740321
  nChanged 7
		SP:Iteration 103Q (94437.340000 sec): 3 clusters
  Score: Raw -2757920.243060 + Penalty 3269.867940 = -2754650.375120
  nChanged 2
		SP:Iteration 104Q (94437.620000 sec): 3 clusters
  Score: Raw -2757920.639262 + Penalty 3269.867940 = -2754650.771323
  nChanged 2
		SP:Iteration 105Q (94437.940000 sec): 3 clusters
  Score: Raw -2757921.584000 + Penalty 3269.867940 = -2754651.716061
  nChanged 7
		SP:Iteration 106Q (94438.160000 sec): 3 clusters
  Score: Raw -2757924.740920 + Penalty 3269.867940 = -2754654.872980
  nChanged 11
		SP:Iteration 107Q (94438.440000 sec): 3 clusters
  Score: Raw -2757928.041758 + Penalty 3269.867940 = -2754658.173818
  nChanged 12
		SP:Iteration 108Q (94438.680000 sec): 3 clusters
  Score: Raw -2757932.222374 + Penalty 3269.867940 = -2754662.354435
  nChanged 14
		SP:Iteration 109Q (94438.920000 sec): 3 clusters
  Score: Raw -2757936.446210 + Penalty 3269.867940 = -2754666.578271
  nChanged 16
		SP:Iteration 110Q (94439.210000 sec): 3 clusters
  Score: Raw -2757941.131602 + Penalty 3269.867940 = -2754671.263663
  nChanged 9
		SP:Iteration 111Q (94439.560000 sec): 3 clusters
  Score: Raw -2757942.923123 + Penalty 3269.867940 = -2754673.055183
  nChanged 4
		SP:Iteration 112Q (94439.800000 sec): 3 clusters
  Score: Raw -2757944.343981 + Penalty 3269.867940 = -2754674.476041
  nChanged 6
		SP:Iteration 113Q (94440.040000 sec): 3 clusters
  Score: Raw -2757945.657327 + Penalty 3269.867940 = -2754675.789388
  nChanged 8
		SP:Iteration 114Q (94440.280000 sec): 3 clusters
  Score: Raw -2757947.511388 + Penalty 3269.867940 = -2754677.643448
  nChanged 6
		SP:Iteration 115Q (94440.540000 sec): 3 clusters
  Score: Raw -2757948.664224 + Penalty 3269.867940 = -2754678.796285
  nChanged 4
		SP:Iteration 116Q (94440.780000 sec): 3 clusters
  Score: Raw -2757949.553997 + Penalty 3269.867940 = -2754679.686057
  nChanged 0
		SP:Iteration 117F (94441.050000 sec): 3 clusters
  Score: Raw -2757949.553997 + Penalty 3269.867940 = -2754679.686057
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94441.170000 sec): 2 clusters
  Score: Raw -2099699.910293 + Penalty 1593.257445 = -2098106.652848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94441.420000 sec): 3 clusters
  Score: Raw -2088880.641758 + Penalty 3186.514889 = -2085694.126869
  nChanged 8098
		SP:Iteration 1F (94441.680000 sec): 3 clusters
  Score: Raw -2093469.445989 + Penalty 3186.514889 = -2090282.931100
  nChanged 1157
		SP:Iteration 2F (94441.950000 sec): 3 clusters
  Score: Raw -2094086.241605 + Penalty 3186.514889 = -2090899.726715
  nChanged 1153
		SP:Iteration 3F (94442.180000 sec): 3 clusters
  Score: Raw -2094767.773050 + Penalty 3186.514889 = -2091581.258161
  nChanged 1143
		SP:Iteration 4F (94442.470000 sec): 3 clusters
  Score: Raw -2095497.549392 + Penalty 3186.514889 = -2092311.034503
  nChanged 1171
		SP:Iteration 5F (94442.720000 sec): 3 clusters
  Score: Raw -2096315.348582 + Penalty 3186.514889 = -2093128.833693
  nChanged 1130
		SP:Iteration 6F (94442.940000 sec): 3 clusters
  Score: Raw -2097148.142241 + Penalty 3186.514889 = -2093961.627352
  nChanged 1051
		SP:Iteration 7F (94443.180000 sec): 3 clusters
  Score: Raw -2097956.801655 + Penalty 3186.514889 = -2094770.286765
  nChanged 886
		SP:Iteration 8Q (94443.420000 sec): 3 clusters
  Score: Raw -2098630.597757 + Penalty 3186.514889 = -2095444.082868
  nChanged 654
		SP:Iteration 9Q (94443.680000 sec): 3 clusters
  Score: Raw -2099059.887283 + Penalty 3186.514889 = -2095873.372393
  nChanged 474
		SP:Iteration 10Q (94443.930000 sec): 3 clusters
  Score: Raw -2099358.319406 + Penalty 3186.514889 = -2096171.804516
  nChanged 363
		SP:Iteration 11Q (94444.180000 sec): 3 clusters
  Score: Raw -2099566.324487 + Penalty 3186.514889 = -2096379.809598
  nChanged 332
		SP:Iteration 12Q (94444.400000 sec): 3 clusters
  Score: Raw -2099748.657748 + Penalty 3186.514889 = -2096562.142858
  nChanged 264
		SP:Iteration 13Q (94444.660000 sec): 3 clusters
  Score: Raw -2099905.693995 + Penalty 3186.514889 = -2096719.179105
  nChanged 229
		SP:Iteration 14Q (94444.910000 sec): 3 clusters
  Score: Raw -2100037.749629 + Penalty 3186.514889 = -2096851.234740
  nChanged 206
		SP:Iteration 15Q (94445.110000 sec): 3 clusters
  Score: Raw -2100149.347379 + Penalty 3186.514889 = -2096962.832489
  nChanged 178
		SP:Iteration 16Q (94445.340000 sec): 3 clusters
  Score: Raw -2100240.409253 + Penalty 3186.514889 = -2097053.894363
  nChanged 151
		SP:Iteration 17Q (94445.570000 sec): 3 clusters
  Score: Raw -2100302.998233 + Penalty 3186.514889 = -2097116.483344
  nChanged 113
		SP:Iteration 18Q (94445.770000 sec): 3 clusters
  Score: Raw -2100340.142302 + Penalty 3186.514889 = -2097153.627413
  nChanged 107
		SP:Iteration 19Q (94446.000000 sec): 3 clusters
  Score: Raw -2100370.476726 + Penalty 3186.514889 = -2097183.961836
  nChanged 88
		SP:Iteration 20F (94446.230000 sec): 3 clusters
  Score: Raw -2100393.061603 + Penalty 3186.514889 = -2097206.546713
  nChanged 86
		SP:Iteration 21Q (94446.470000 sec): 3 clusters
  Score: Raw -2100412.890955 + Penalty 3186.514889 = -2097226.376066
  nChanged 77
		SP:Iteration 22Q (94446.740000 sec): 3 clusters
  Score: Raw -2100432.256850 + Penalty 3186.514889 = -2097245.741960
  nChanged 68
		SP:Iteration 23Q (94446.980000 sec): 3 clusters
  Score: Raw -2100447.159160 + Penalty 3186.514889 = -2097260.644271
  nChanged 47
		SP:Iteration 24Q (94447.250000 sec): 3 clusters
  Score: Raw -2100457.771396 + Penalty 3186.514889 = -2097271.256507
  nChanged 52
		SP:Iteration 25Q (94447.510000 sec): 3 clusters
  Score: Raw -2100466.895328 + Penalty 3186.514889 = -2097280.380438
  nChanged 39
		SP:Iteration 26Q (94447.780000 sec): 3 clusters
  Score: Raw -2100471.711287 + Penalty 3186.514889 = -2097285.196397
  nChanged 25
		SP:Iteration 27Q (94448.000000 sec): 3 clusters
  Score: Raw -2100474.404799 + Penalty 3186.514889 = -2097287.889910
  nChanged 22
		SP:Iteration 28Q (94448.220000 sec): 3 clusters
  Score: Raw -2100477.301165 + Penalty 3186.514889 = -2097290.786275
  nChanged 19
		SP:Iteration 29Q (94448.440000 sec): 3 clusters
  Score: Raw -2100479.432342 + Penalty 3186.514889 = -2097292.917453
  nChanged 19
		SP:Iteration 30Q (94448.670000 sec): 3 clusters
  Score: Raw -2100481.370166 + Penalty 3186.514889 = -2097294.855277
  nChanged 12
		SP:Iteration 31Q (94448.920000 sec): 3 clusters
  Score: Raw -2100482.382510 + Penalty 3186.514889 = -2097295.867621
  nChanged 10
		SP:Iteration 32Q (94449.190000 sec): 3 clusters
  Score: Raw -2100483.156985 + Penalty 3186.514889 = -2097296.642096
  nChanged 10
		SP:Iteration 33Q (94449.390000 sec): 3 clusters
  Score: Raw -2100483.985036 + Penalty 3186.514889 = -2097297.470146
  nChanged 11
		SP:Iteration 34Q (94449.620000 sec): 3 clusters
  Score: Raw -2100484.965791 + Penalty 3186.514889 = -2097298.450902
  nChanged 10
		SP:Iteration 35Q (94449.840000 sec): 3 clusters
  Score: Raw -2100485.808225 + Penalty 3186.514889 = -2097299.293336
  nChanged 12
		SP:Iteration 36Q (94450.070000 sec): 3 clusters
  Score: Raw -2100486.931227 + Penalty 3186.514889 = -2097300.416338
  nChanged 12
		SP:Iteration 37Q (94450.270000 sec): 3 clusters
  Score: Raw -2100488.114885 + Penalty 3186.514889 = -2097301.599996
  nChanged 10
		SP:Iteration 38Q (94450.500000 sec): 3 clusters
  Score: Raw -2100489.058089 + Penalty 3186.514889 = -2097302.543200
  nChanged 9
		SP:Iteration 39Q (94450.740000 sec): 3 clusters
  Score: Raw -2100489.744654 + Penalty 3186.514889 = -2097303.229765
  nChanged 9
		SP:Iteration 40F (94451.030000 sec): 3 clusters
  Score: Raw -2100490.216220 + Penalty 3186.514889 = -2097303.701331
  nChanged 2
		SP:Iteration 41Q (94451.230000 sec): 3 clusters
  Score: Raw -2100490.259843 + Penalty 3186.514889 = -2097303.744954
  nChanged 1
		SP:Iteration 42Q (94451.450000 sec): 3 clusters
  Score: Raw -2100490.305098 + Penalty 3186.514889 = -2097303.790209
  nChanged 0
		SP:Iteration 43F (94451.690000 sec): 3 clusters
  Score: Raw -2100490.305098 + Penalty 3186.514889 = -2097303.790209
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94451.830000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94452.010000 sec): 3 clusters
  Score: Raw -59137.607497 + Penalty 2040.519463 = -57097.088035
  nChanged 113
		SP:Iteration 1F (94452.140000 sec): 3 clusters
  Score: Raw -59301.168107 + Penalty 2040.519463 = -57260.648645
  nChanged 35
		SP:Iteration 2F (94452.340000 sec): 3 clusters
  Score: Raw -59361.023514 + Penalty 2040.519463 = -57320.504051
  nChanged 14
		SP:Iteration 3Q (94452.440000 sec): 3 clusters
  Score: Raw -59397.556242 + Penalty 2040.519463 = -57357.036779
  nChanged 15
		SP:Iteration 4Q (94452.600000 sec): 3 clusters
  Score: Raw -59421.940330 + Penalty 2040.519463 = -57381.420867
  nChanged 12
		SP:Iteration 5Q (94452.800000 sec): 3 clusters
  Score: Raw -59441.925043 + Penalty 2040.519463 = -57401.405580
  nChanged 8
		SP:Iteration 6Q (94452.950000 sec): 3 clusters
  Score: Raw -59453.145306 + Penalty 2040.519463 = -57412.625843
  nChanged 4
		SP:Iteration 7Q (94453.120000 sec): 3 clusters
  Score: Raw -59462.308355 + Penalty 2040.519463 = -57421.788892
  nChanged 9
		SP:Iteration 8Q (94453.310000 sec): 3 clusters
  Score: Raw -59476.915883 + Penalty 2040.519463 = -57436.396420
  nChanged 8
		SP:Iteration 9Q (94453.450000 sec): 3 clusters
  Score: Raw -59489.958954 + Penalty 2040.519463 = -57449.439491
  nChanged 6
		SP:Iteration 10Q (94453.610000 sec): 3 clusters
  Score: Raw -59496.625361 + Penalty 2040.519463 = -57456.105899
  nChanged 2
		SP:Iteration 11Q (94453.820000 sec): 3 clusters
  Score: Raw -59501.017957 + Penalty 2040.519463 = -57460.498494
  nChanged 3
		SP:Iteration 12Q (94453.980000 sec): 3 clusters
  Score: Raw -59509.116917 + Penalty 2040.519463 = -57468.597454
  nChanged 3
		SP:Iteration 13Q (94454.130000 sec): 3 clusters
  Score: Raw -59513.245240 + Penalty 2040.519463 = -57472.725777
  nChanged 3
		SP:Iteration 14Q (94454.350000 sec): 3 clusters
  Score: Raw -59516.935122 + Penalty 2040.519463 = -57476.415659
  nChanged 3
		SP:Iteration 15Q (94454.500000 sec): 3 clusters
  Score: Raw -59521.607087 + Penalty 2040.519463 = -57481.087625
  nChanged 2
		SP:Iteration 16Q (94454.620000 sec): 3 clusters
  Score: Raw -59524.307993 + Penalty 2040.519463 = -57483.788530
  nChanged 3
		SP:Iteration 17Q (94454.770000 sec): 3 clusters
  Score: Raw -59530.523224 + Penalty 2040.519463 = -57490.003761
  nChanged 2
		SP:Iteration 18Q (94454.940000 sec): 3 clusters
  Score: Raw -59533.244931 + Penalty 2040.519463 = -57492.725469
  nChanged 2
		SP:Iteration 19Q (94455.110000 sec): 3 clusters
  Score: Raw -59537.270098 + Penalty 2040.519463 = -57496.750636
  nChanged 2
		SP:Iteration 20F (94455.300000 sec): 3 clusters
  Score: Raw -59540.531299 + Penalty 2040.519463 = -57500.011836
  nChanged 1
		SP:Iteration 21Q (94455.440000 sec): 3 clusters
  Score: Raw -59541.385050 + Penalty 2040.519463 = -57500.865587
  nChanged 1
		SP:Iteration 22Q (94455.620000 sec): 3 clusters
  Score: Raw -59544.059445 + Penalty 2040.519463 = -57503.539982
  nChanged 1
		SP:Iteration 23Q (94455.770000 sec): 3 clusters
  Score: Raw -59545.619250 + Penalty 2040.519463 = -57505.099787
  nChanged 0
		SP:Iteration 24F (94455.970000 sec): 3 clusters
  Score: Raw -59545.619250 + Penalty 2040.519463 = -57505.099787
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (67128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94456.330000 sec): 2 clusters
  Score: Raw -7837891.727523 + Penalty 1806.082935 = -7836085.644587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94456.830000 sec): 3 clusters
  Score: Raw -7794705.477019 + Penalty 3612.165870 = -7791093.311149
  nChanged 31816
		SP:Iteration 1F (94457.230000 sec): 3 clusters
  Score: Raw -7813051.499491 + Penalty 3612.165870 = -7809439.333621
  nChanged 2449
		SP:Iteration 2Q (94457.680000 sec): 3 clusters
  Score: Raw -7813710.227030 + Penalty 3612.165870 = -7810098.061160
  nChanged 2538
		SP:Iteration 3Q (94458.140000 sec): 3 clusters
  Score: Raw -7814541.326573 + Penalty 3612.165870 = -7810929.160703
  nChanged 2768
		SP:Iteration 4Q (94458.660000 sec): 3 clusters
  Score: Raw -7815685.274946 + Penalty 3612.165870 = -7812073.109076
  nChanged 3347
		SP:Iteration 5Q (94459.140000 sec): 3 clusters
  Score: Raw -7817472.738461 + Penalty 3612.165870 = -7813860.572591
  nChanged 3900
		SP:Iteration 6F (94459.540000 sec): 3 clusters
  Score: Raw -7820025.983161 + Penalty 3612.165870 = -7816413.817291
  nChanged 4212
		SP:Iteration 7F (94460.020000 sec): 3 clusters
  Score: Raw -7823184.139499 + Penalty 3612.165870 = -7819571.973629
  nChanged 4009
		SP:Iteration 8F (94460.530000 sec): 3 clusters
  Score: Raw -7826311.766239 + Penalty 3612.165870 = -7822699.600369
  nChanged 3506
		SP:Iteration 9F (94460.970000 sec): 3 clusters
  Score: Raw -7828931.292311 + Penalty 3612.165870 = -7825319.126441
  nChanged 2738
		SP:Iteration 10Q (94461.470000 sec): 3 clusters
  Score: Raw -7830665.273387 + Penalty 3612.165870 = -7827053.107517
  nChanged 1997
		SP:Iteration 11Q (94461.950000 sec): 3 clusters
  Score: Raw -7831677.822602 + Penalty 3612.165870 = -7828065.656732
  nChanged 1534
		SP:Iteration 12Q (94462.430000 sec): 3 clusters
  Score: Raw -7832379.249209 + Penalty 3612.165870 = -7828767.083339
  nChanged 1383
		SP:Iteration 13Q (94462.870000 sec): 3 clusters
  Score: Raw -7833014.897581 + Penalty 3612.165870 = -7829402.731711
  nChanged 1310
		SP:Iteration 14Q (94463.290000 sec): 3 clusters
  Score: Raw -7833636.523012 + Penalty 3612.165870 = -7830024.357142
  nChanged 1280
		SP:Iteration 15Q (94463.750000 sec): 3 clusters
  Score: Raw -7834310.464861 + Penalty 3612.165870 = -7830698.298991
  nChanged 1229
		SP:Iteration 16Q (94464.160000 sec): 3 clusters
  Score: Raw -7835018.127563 + Penalty 3612.165870 = -7831405.961692
  nChanged 1144
		SP:Iteration 17Q (94464.580000 sec): 3 clusters
  Score: Raw -7835736.815269 + Penalty 3612.165870 = -7832124.649399
  nChanged 973
		SP:Iteration 18Q (94465.050000 sec): 3 clusters
  Score: Raw -7836356.021584 + Penalty 3612.165870 = -7832743.855714
  nChanged 826
		SP:Iteration 19Q (94465.470000 sec): 3 clusters
  Score: Raw -7836919.339806 + Penalty 3612.165870 = -7833307.173936
  nChanged 688
		SP:Iteration 20F (94465.890000 sec): 3 clusters
  Score: Raw -7837361.635516 + Penalty 3612.165870 = -7833749.469646
  nChanged 535
		SP:Iteration 21Q (94466.350000 sec): 3 clusters
  Score: Raw -7837714.777340 + Penalty 3612.165870 = -7834102.611470
  nChanged 399
		SP:Iteration 22Q (94466.810000 sec): 3 clusters
  Score: Raw -7837993.007961 + Penalty 3612.165870 = -7834380.842091
  nChanged 320
		SP:Iteration 23Q (94467.230000 sec): 3 clusters
  Score: Raw -7838199.251287 + Penalty 3612.165870 = -7834587.085417
  nChanged 219
		SP:Iteration 24Q (94467.690000 sec): 3 clusters
  Score: Raw -7838314.501049 + Penalty 3612.165870 = -7834702.335178
  nChanged 151
		SP:Iteration 25Q (94468.140000 sec): 3 clusters
  Score: Raw -7838386.535887 + Penalty 3612.165870 = -7834774.370017
  nChanged 105
		SP:Iteration 26Q (94468.580000 sec): 3 clusters
  Score: Raw -7838426.226270 + Penalty 3612.165870 = -7834814.060400
  nChanged 86
		SP:Iteration 27Q (94468.980000 sec): 3 clusters
  Score: Raw -7838456.449079 + Penalty 3612.165870 = -7834844.283209
  nChanged 74
		SP:Iteration 28Q (94469.410000 sec): 3 clusters
  Score: Raw -7838484.585737 + Penalty 3612.165870 = -7834872.419867
  nChanged 56
		SP:Iteration 29Q (94469.850000 sec): 3 clusters
  Score: Raw -7838501.412278 + Penalty 3612.165870 = -7834889.246408
  nChanged 48
		SP:Iteration 30Q (94470.360000 sec): 3 clusters
  Score: Raw -7838517.249824 + Penalty 3612.165870 = -7834905.083954
  nChanged 45
		SP:Iteration 31Q (94470.810000 sec): 3 clusters
  Score: Raw -7838529.430832 + Penalty 3612.165870 = -7834917.264962
  nChanged 30
		SP:Iteration 32Q (94471.250000 sec): 3 clusters
  Score: Raw -7838537.410080 + Penalty 3612.165870 = -7834925.244210
  nChanged 31
		SP:Iteration 33Q (94471.690000 sec): 3 clusters
  Score: Raw -7838542.937772 + Penalty 3612.165870 = -7834930.771902
  nChanged 11
		SP:Iteration 34Q (94472.170000 sec): 3 clusters
  Score: Raw -7838545.567689 + Penalty 3612.165870 = -7834933.401819
  nChanged 10
		SP:Iteration 35Q (94472.650000 sec): 3 clusters
  Score: Raw -7838547.498437 + Penalty 3612.165870 = -7834935.332566
  nChanged 6
		SP:Iteration 36Q (94473.090000 sec): 3 clusters
  Score: Raw -7838549.036290 + Penalty 3612.165870 = -7834936.870419
  nChanged 7
		SP:Iteration 37Q (94473.560000 sec): 3 clusters
  Score: Raw -7838550.262399 + Penalty 3612.165870 = -7834938.096529
  nChanged 7
		SP:Iteration 38Q (94474.040000 sec): 3 clusters
  Score: Raw -7838551.396311 + Penalty 3612.165870 = -7834939.230441
  nChanged 4
		SP:Iteration 39Q (94474.490000 sec): 3 clusters
  Score: Raw -7838552.195101 + Penalty 3612.165870 = -7834940.029231
  nChanged 3
		SP:Iteration 40F (94474.970000 sec): 3 clusters
  Score: Raw -7838552.945558 + Penalty 3612.165870 = -7834940.779688
  nChanged 3
		SP:Iteration 41Q (94475.410000 sec): 3 clusters
  Score: Raw -7838554.024849 + Penalty 3612.165870 = -7834941.858979
  nChanged 3
		SP:Iteration 42Q (94475.840000 sec): 3 clusters
  Score: Raw -7838554.629769 + Penalty 3612.165870 = -7834942.463899
  nChanged 5
		SP:Iteration 43Q (94476.270000 sec): 3 clusters
  Score: Raw -7838555.272196 + Penalty 3612.165870 = -7834943.106326
  nChanged 0
		SP:Iteration 44F (94476.740000 sec): 3 clusters
  Score: Raw -7838555.272196 + Penalty 3612.165870 = -7834943.106326
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (101114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94477.220000 sec): 2 clusters
  Score: Raw -11474613.301525 + Penalty 1872.650629 = -11472740.650896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94477.860000 sec): 3 clusters
  Score: Raw -11408734.955533 + Penalty 3745.301258 = -11404989.654274
  nChanged 48435
		SP:Iteration 1F (94478.550000 sec): 3 clusters
  Score: Raw -11437879.638401 + Penalty 3745.301258 = -11434134.337143
  nChanged 4645
		SP:Iteration 2Q (94479.190000 sec): 3 clusters
  Score: Raw -11439773.716714 + Penalty 3745.301258 = -11436028.415456
  nChanged 5282
		SP:Iteration 3F (94479.770000 sec): 3 clusters
  Score: Raw -11442417.277559 + Penalty 3745.301258 = -11438671.976301
  nChanged 6058
		SP:Iteration 4F (94480.410000 sec): 3 clusters
  Score: Raw -11445786.258874 + Penalty 3745.301258 = -11442040.957615
  nChanged 6487
		SP:Iteration 5F (94481.030000 sec): 3 clusters
  Score: Raw -11449683.691582 + Penalty 3745.301258 = -11445938.390323
  nChanged 6645
		SP:Iteration 6F (94481.710000 sec): 3 clusters
  Score: Raw -11454059.443148 + Penalty 3745.301258 = -11450314.141889
  nChanged 6276
		SP:Iteration 7F (94482.420000 sec): 3 clusters
  Score: Raw -11458538.150889 + Penalty 3745.301258 = -11454792.849630
  nChanged 5522
		SP:Iteration 8F (94483.080000 sec): 3 clusters
  Score: Raw -11462541.257479 + Penalty 3745.301258 = -11458795.956221
  nChanged 4349
		SP:Iteration 9Q (94483.700000 sec): 3 clusters
  Score: Raw -11465421.273348 + Penalty 3745.301258 = -11461675.972089
  nChanged 3286
		SP:Iteration 10Q (94484.370000 sec): 3 clusters
  Score: Raw -11467324.167525 + Penalty 3745.301258 = -11463578.866266
  nChanged 2535
		SP:Iteration 11Q (94485.130000 sec): 3 clusters
  Score: Raw -11468662.655449 + Penalty 3745.301258 = -11464917.354190
  nChanged 2025
		SP:Iteration 12Q (94485.880000 sec): 3 clusters
  Score: Raw -11469587.033950 + Penalty 3745.301258 = -11465841.732692
  nChanged 1740
		SP:Iteration 13Q (94486.610000 sec): 3 clusters
  Score: Raw -11470318.456152 + Penalty 3745.301258 = -11466573.154894
  nChanged 1574
		SP:Iteration 14Q (94487.370000 sec): 3 clusters
  Score: Raw -11470957.776398 + Penalty 3745.301258 = -11467212.475140
  nChanged 1458
		SP:Iteration 15Q (94488.110000 sec): 3 clusters
  Score: Raw -11471544.258873 + Penalty 3745.301258 = -11467798.957614
  nChanged 1354
		SP:Iteration 16Q (94488.810000 sec): 3 clusters
  Score: Raw -11472108.995977 + Penalty 3745.301258 = -11468363.694719
  nChanged 1236
		SP:Iteration 17Q (94489.510000 sec): 3 clusters
  Score: Raw -11472612.848930 + Penalty 3745.301258 = -11468867.547671
  nChanged 1090
		SP:Iteration 18Q (94490.210000 sec): 3 clusters
  Score: Raw -11473059.907065 + Penalty 3745.301258 = -11469314.605807
  nChanged 1001
		SP:Iteration 19Q (94490.910000 sec): 3 clusters
  Score: Raw -11473453.255310 + Penalty 3745.301258 = -11469707.954051
  nChanged 914
		SP:Iteration 20F (94491.720000 sec): 3 clusters
  Score: Raw -11473840.410679 + Penalty 3745.301258 = -11470095.109420
  nChanged 816
		SP:Iteration 21Q (94492.430000 sec): 3 clusters
  Score: Raw -11474174.309752 + Penalty 3745.301258 = -11470429.008494
  nChanged 710
		SP:Iteration 22Q (94493.110000 sec): 3 clusters
  Score: Raw -11474448.842157 + Penalty 3745.301258 = -11470703.540898
  nChanged 621
		SP:Iteration 23Q (94493.820000 sec): 3 clusters
  Score: Raw -11474680.173735 + Penalty 3745.301258 = -11470934.872476
  nChanged 546
		SP:Iteration 24Q (94494.450000 sec): 3 clusters
  Score: Raw -11474868.698997 + Penalty 3745.301258 = -11471123.397739
  nChanged 453
		SP:Iteration 25Q (94495.040000 sec): 3 clusters
  Score: Raw -11475013.857352 + Penalty 3745.301258 = -11471268.556094
  nChanged 390
		SP:Iteration 26Q (94495.640000 sec): 3 clusters
  Score: Raw -11475136.017632 + Penalty 3745.301258 = -11471390.716374
  nChanged 329
		SP:Iteration 27Q (94496.360000 sec): 3 clusters
  Score: Raw -11475236.808636 + Penalty 3745.301258 = -11471491.507377
  nChanged 289
		SP:Iteration 28Q (94497.040000 sec): 3 clusters
  Score: Raw -11475314.861676 + Penalty 3745.301258 = -11471569.560418
  nChanged 234
		SP:Iteration 29Q (94497.720000 sec): 3 clusters
  Score: Raw -11475374.116957 + Penalty 3745.301258 = -11471628.815699
  nChanged 200
		SP:Iteration 30Q (94498.410000 sec): 3 clusters
  Score: Raw -11475422.953472 + Penalty 3745.301258 = -11471677.652214
  nChanged 153
		SP:Iteration 31Q (94499.070000 sec): 3 clusters
  Score: Raw -11475454.468114 + Penalty 3745.301258 = -11471709.166856
  nChanged 145
		SP:Iteration 32Q (94499.740000 sec): 3 clusters
  Score: Raw -11475482.433519 + Penalty 3745.301258 = -11471737.132261
  nChanged 120
		SP:Iteration 33Q (94500.440000 sec): 3 clusters
  Score: Raw -11475505.870209 + Penalty 3745.301258 = -11471760.568950
  nChanged 115
		SP:Iteration 34Q (94501.050000 sec): 3 clusters
  Score: Raw -11475527.919773 + Penalty 3745.301258 = -11471782.618514
  nChanged 99
		SP:Iteration 35Q (94501.620000 sec): 3 clusters
  Score: Raw -11475547.191690 + Penalty 3745.301258 = -11471801.890432
  nChanged 81
		SP:Iteration 36Q (94502.180000 sec): 3 clusters
  Score: Raw -11475563.149238 + Penalty 3745.301258 = -11471817.847979
  nChanged 71
		SP:Iteration 37Q (94502.930000 sec): 3 clusters
  Score: Raw -11475575.389594 + Penalty 3745.301258 = -11471830.088335
  nChanged 73
		SP:Iteration 38Q (94503.670000 sec): 3 clusters
  Score: Raw -11475589.879905 + Penalty 3745.301258 = -11471844.578647
  nChanged 75
		SP:Iteration 39Q (94504.330000 sec): 3 clusters
  Score: Raw -11475604.007317 + Penalty 3745.301258 = -11471858.706059
  nChanged 63
		SP:Iteration 40F (94505.110000 sec): 3 clusters
  Score: Raw -11475619.764485 + Penalty 3745.301258 = -11471874.463226
  nChanged 60
		SP:Iteration 41Q (94505.700000 sec): 3 clusters
  Score: Raw -11475633.396168 + Penalty 3745.301258 = -11471888.094910
  nChanged 63
		SP:Iteration 42Q (94506.310000 sec): 3 clusters
  Score: Raw -11475646.054683 + Penalty 3745.301258 = -11471900.753424
  nChanged 50
		SP:Iteration 43Q (94506.950000 sec): 3 clusters
  Score: Raw -11475656.861573 + Penalty 3745.301258 = -11471911.560315
  nChanged 42
		SP:Iteration 44Q (94507.550000 sec): 3 clusters
  Score: Raw -11475666.329637 + Penalty 3745.301258 = -11471921.028378
  nChanged 34
		SP:Iteration 45Q (94508.130000 sec): 3 clusters
  Score: Raw -11475674.026256 + Penalty 3745.301258 = -11471928.724998
  nChanged 39
		SP:Iteration 46Q (94508.720000 sec): 3 clusters
  Score: Raw -11475682.456070 + Penalty 3745.301258 = -11471937.154812
  nChanged 37
		SP:Iteration 47Q (94509.430000 sec): 3 clusters
  Score: Raw -11475688.392074 + Penalty 3745.301258 = -11471943.090815
  nChanged 34
		SP:Iteration 48Q (94510.120000 sec): 3 clusters
  Score: Raw -11475692.580701 + Penalty 3745.301258 = -11471947.279443
  nChanged 20
		SP:Iteration 49Q (94510.850000 sec): 3 clusters
  Score: Raw -11475695.074774 + Penalty 3745.301258 = -11471949.773515
  nChanged 11
		SP:Iteration 50Q (94511.510000 sec): 3 clusters
  Score: Raw -11475696.878951 + Penalty 3745.301258 = -11471951.577692
  nChanged 10
		SP:Iteration 51Q (94512.190000 sec): 3 clusters
  Score: Raw -11475697.937162 + Penalty 3745.301258 = -11471952.635903
  nChanged 3
		SP:Iteration 52Q (94512.910000 sec): 3 clusters
  Score: Raw -11475698.509979 + Penalty 3745.301258 = -11471953.208721
  nChanged 5
		SP:Iteration 53Q (94513.570000 sec): 3 clusters
  Score: Raw -11475699.211260 + Penalty 3745.301258 = -11471953.910001
  nChanged 8
		SP:Iteration 54Q (94514.120000 sec): 3 clusters
  Score: Raw -11475700.552808 + Penalty 3745.301258 = -11471955.251549
  nChanged 10
		SP:Iteration 55Q (94514.750000 sec): 3 clusters
  Score: Raw -11475701.816591 + Penalty 3745.301258 = -11471956.515333
  nChanged 9
		SP:Iteration 56Q (94515.350000 sec): 3 clusters
  Score: Raw -11475703.406496 + Penalty 3745.301258 = -11471958.105238
  nChanged 11
		SP:Iteration 57Q (94515.940000 sec): 3 clusters
  Score: Raw -11475705.000707 + Penalty 3745.301258 = -11471959.699448
  nChanged 6
		SP:Iteration 58Q (94516.540000 sec): 3 clusters
  Score: Raw -11475705.889839 + Penalty 3745.301258 = -11471960.588580
  nChanged 8
		SP:Iteration 59Q (94517.180000 sec): 3 clusters
  Score: Raw -11475707.030358 + Penalty 3745.301258 = -11471961.729099
  nChanged 4
		SP:Iteration 60F (94517.950000 sec): 3 clusters
  Score: Raw -11475707.354889 + Penalty 3745.301258 = -11471962.053630
  nChanged 1
		SP:Iteration 61Q (94518.640000 sec): 3 clusters
  Score: Raw -11475707.477144 + Penalty 3745.301258 = -11471962.175886
  nChanged 1
		SP:Iteration 62Q (94519.310000 sec): 3 clusters
  Score: Raw -11475707.632228 + Penalty 3745.301258 = -11471962.330970
  nChanged 2
		SP:Iteration 63Q (94519.960000 sec): 3 clusters
  Score: Raw -11475708.040480 + Penalty 3745.301258 = -11471962.739221
  nChanged 3
		SP:Iteration 64Q (94520.550000 sec): 3 clusters
  Score: Raw -11475708.482567 + Penalty 3745.301258 = -11471963.181308
  nChanged 1
		SP:Iteration 65Q (94521.150000 sec): 3 clusters
  Score: Raw -11475708.588300 + Penalty 3745.301258 = -11471963.287042
  nChanged 2
		SP:Iteration 66Q (94521.710000 sec): 3 clusters
  Score: Raw -11475708.729857 + Penalty 3745.301258 = -11471963.428599
  nChanged 2
		SP:Iteration 67Q (94522.360000 sec): 3 clusters
  Score: Raw -11475709.052935 + Penalty 3745.301258 = -11471963.751676
  nChanged 3
		SP:Iteration 68Q (94523.070000 sec): 3 clusters
  Score: Raw -11475709.193889 + Penalty 3745.301258 = -11471963.892631
  nChanged 0
		SP:Iteration 69F (94523.800000 sec): 3 clusters
  Score: Raw -11475709.193889 + Penalty 3745.301258 = -11471963.892631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94524.070000 sec): 2 clusters
  Score: Raw -4576071.111715 + Penalty 1711.621560 = -4574359.490155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94524.480000 sec): 3 clusters
  Score: Raw -4552611.540882 + Penalty 3423.243119 = -4549188.297763
  nChanged 17437
		SP:Iteration 1F (94524.870000 sec): 3 clusters
  Score: Raw -4562498.485257 + Penalty 3423.243119 = -4559075.242137
  nChanged 1563
		SP:Iteration 2Q (94525.270000 sec): 3 clusters
  Score: Raw -4563032.706171 + Penalty 3423.243119 = -4559609.463051
  nChanged 1575
		SP:Iteration 3Q (94525.710000 sec): 3 clusters
  Score: Raw -4563676.953641 + Penalty 3423.243119 = -4560253.710521
  nChanged 1675
		SP:Iteration 4Q (94526.110000 sec): 3 clusters
  Score: Raw -4564410.081803 + Penalty 3423.243119 = -4560986.838684
  nChanged 1784
		SP:Iteration 5Q (94526.580000 sec): 3 clusters
  Score: Raw -4565213.623940 + Penalty 3423.243119 = -4561790.380820
  nChanged 1800
		SP:Iteration 6Q (94526.940000 sec): 3 clusters
  Score: Raw -4566069.472449 + Penalty 3423.243119 = -4562646.229330
  nChanged 1850
		SP:Iteration 7Q (94527.340000 sec): 3 clusters
  Score: Raw -4567091.112498 + Penalty 3423.243119 = -4563667.869379
  nChanged 1861
		SP:Iteration 8Q (94527.670000 sec): 3 clusters
  Score: Raw -4568232.061632 + Penalty 3423.243119 = -4564808.818513
  nChanged 1865
		SP:Iteration 9Q (94528.040000 sec): 3 clusters
  Score: Raw -4569339.476261 + Penalty 3423.243119 = -4565916.233142
  nChanged 1791
		SP:Iteration 10Q (94528.390000 sec): 3 clusters
  Score: Raw -4570268.575419 + Penalty 3423.243119 = -4566845.332300
  nChanged 1535
		SP:Iteration 11Q (94528.730000 sec): 3 clusters
  Score: Raw -4570963.297500 + Penalty 3423.243119 = -4567540.054381
  nChanged 1238
		SP:Iteration 12Q (94529.030000 sec): 3 clusters
  Score: Raw -4571436.632465 + Penalty 3423.243119 = -4568013.389346
  nChanged 994
		SP:Iteration 13Q (94529.410000 sec): 3 clusters
  Score: Raw -4571730.527877 + Penalty 3423.243119 = -4568307.284758
  nChanged 751
		SP:Iteration 14Q (94529.780000 sec): 3 clusters
  Score: Raw -4571906.294529 + Penalty 3423.243119 = -4568483.051410
  nChanged 566
		SP:Iteration 15Q (94530.150000 sec): 3 clusters
  Score: Raw -4572024.853684 + Penalty 3423.243119 = -4568601.610565
  nChanged 423
		SP:Iteration 16Q (94530.590000 sec): 3 clusters
  Score: Raw -4572113.683506 + Penalty 3423.243119 = -4568690.440387
  nChanged 407
		SP:Iteration 17Q (94530.930000 sec): 3 clusters
  Score: Raw -4572196.653638 + Penalty 3423.243119 = -4568773.410519
  nChanged 382
		SP:Iteration 18Q (94531.370000 sec): 3 clusters
  Score: Raw -4572280.318867 + Penalty 3423.243119 = -4568857.075748
  nChanged 410
		SP:Iteration 19Q (94531.790000 sec): 3 clusters
  Score: Raw -4572379.789870 + Penalty 3423.243119 = -4568956.546751
  nChanged 418
		SP:Iteration 20F (94532.160000 sec): 3 clusters
  Score: Raw -4572483.692491 + Penalty 3423.243119 = -4569060.449371
  nChanged 414
		SP:Iteration 21Q (94532.570000 sec): 3 clusters
  Score: Raw -4572591.794781 + Penalty 3423.243119 = -4569168.551662
  nChanged 417
		SP:Iteration 22Q (94532.930000 sec): 3 clusters
  Score: Raw -4572703.444346 + Penalty 3423.243119 = -4569280.201226
  nChanged 446
		SP:Iteration 23Q (94533.250000 sec): 3 clusters
  Score: Raw -4572844.900496 + Penalty 3423.243119 = -4569421.657377
  nChanged 514
		SP:Iteration 24Q (94533.650000 sec): 3 clusters
  Score: Raw -4573024.322888 + Penalty 3423.243119 = -4569601.079769
  nChanged 513
		SP:Iteration 25Q (94533.980000 sec): 3 clusters
  Score: Raw -4573211.655180 + Penalty 3423.243119 = -4569788.412061
  nChanged 540
		SP:Iteration 26Q (94534.370000 sec): 3 clusters
  Score: Raw -4573410.108802 + Penalty 3423.243119 = -4569986.865683
  nChanged 559
		SP:Iteration 27Q (94534.700000 sec): 3 clusters
  Score: Raw -4573618.509237 + Penalty 3423.243119 = -4570195.266118
  nChanged 552
		SP:Iteration 28Q (94535.070000 sec): 3 clusters
  Score: Raw -4573818.652270 + Penalty 3423.243119 = -4570395.409151
  nChanged 529
		SP:Iteration 29Q (94535.470000 sec): 3 clusters
  Score: Raw -4574012.464588 + Penalty 3423.243119 = -4570589.221469
  nChanged 517
		SP:Iteration 30Q (94535.840000 sec): 3 clusters
  Score: Raw -4574217.121039 + Penalty 3423.243119 = -4570793.877919
  nChanged 518
		SP:Iteration 31Q (94536.240000 sec): 3 clusters
  Score: Raw -4574442.971123 + Penalty 3423.243119 = -4571019.728004
  nChanged 492
		SP:Iteration 32Q (94536.600000 sec): 3 clusters
  Score: Raw -4574658.198471 + Penalty 3423.243119 = -4571234.955352
  nChanged 486
		SP:Iteration 33Q (94537.080000 sec): 3 clusters
  Score: Raw -4574866.206965 + Penalty 3423.243119 = -4571442.963845
  nChanged 447
		SP:Iteration 34Q (94537.450000 sec): 3 clusters
  Score: Raw -4575057.871469 + Penalty 3423.243119 = -4571634.628350
  nChanged 419
		SP:Iteration 35Q (94537.900000 sec): 3 clusters
  Score: Raw -4575234.381331 + Penalty 3423.243119 = -4571811.138212
  nChanged 376
		SP:Iteration 36Q (94538.330000 sec): 3 clusters
  Score: Raw -4575393.518803 + Penalty 3423.243119 = -4571970.275683
  nChanged 360
		SP:Iteration 37Q (94538.780000 sec): 3 clusters
  Score: Raw -4575553.566018 + Penalty 3423.243119 = -4572130.322899
  nChanged 314
		SP:Iteration 38Q (94539.210000 sec): 3 clusters
  Score: Raw -4575689.800267 + Penalty 3423.243119 = -4572266.557148
  nChanged 257
		SP:Iteration 39Q (94539.630000 sec): 3 clusters
  Score: Raw -4575794.478723 + Penalty 3423.243119 = -4572371.235603
  nChanged 242
		SP:Iteration 40F (94540.080000 sec): 3 clusters
  Score: Raw -4575895.733910 + Penalty 3423.243119 = -4572472.490791
  nChanged 215
		SP:Iteration 41Q (94540.480000 sec): 3 clusters
  Score: Raw -4575979.781639 + Penalty 3423.243119 = -4572556.538520
  nChanged 183
		SP:Iteration 42Q (94540.740000 sec): 3 clusters
  Score: Raw -4576045.233845 + Penalty 3423.243119 = -4572621.990726
  nChanged 149
		SP:Iteration 43Q (94541.100000 sec): 3 clusters
  Score: Raw -4576096.339891 + Penalty 3423.243119 = -4572673.096771
  nChanged 141
		SP:Iteration 44Q (94541.470000 sec): 3 clusters
  Score: Raw -4576141.982183 + Penalty 3423.243119 = -4572718.739064
  nChanged 119
		SP:Iteration 45Q (94541.810000 sec): 3 clusters
  Score: Raw -4576178.325741 + Penalty 3423.243119 = -4572755.082622
  nChanged 110
		SP:Iteration 46Q (94542.140000 sec): 3 clusters
  Score: Raw -4576213.433539 + Penalty 3423.243119 = -4572790.190419
  nChanged 88
		SP:Iteration 47Q (94542.470000 sec): 3 clusters
  Score: Raw -4576243.813029 + Penalty 3423.243119 = -4572820.569910
  nChanged 73
		SP:Iteration 48Q (94542.820000 sec): 3 clusters
  Score: Raw -4576267.353164 + Penalty 3423.243119 = -4572844.110045
  nChanged 65
		SP:Iteration 49Q (94543.180000 sec): 3 clusters
  Score: Raw -4576289.402218 + Penalty 3423.243119 = -4572866.159098
  nChanged 59
		SP:Iteration 50Q (94543.600000 sec): 3 clusters
  Score: Raw -4576308.290434 + Penalty 3423.243119 = -4572885.047314
  nChanged 55
		SP:Iteration 51Q (94543.970000 sec): 3 clusters
  Score: Raw -4576324.693443 + Penalty 3423.243119 = -4572901.450324
  nChanged 45
		SP:Iteration 52Q (94544.360000 sec): 3 clusters
  Score: Raw -4576336.630702 + Penalty 3423.243119 = -4572913.387583
  nChanged 41
		SP:Iteration 53Q (94544.730000 sec): 3 clusters
  Score: Raw -4576348.721871 + Penalty 3423.243119 = -4572925.478752
  nChanged 38
		SP:Iteration 54Q (94545.110000 sec): 3 clusters
  Score: Raw -4576361.164365 + Penalty 3423.243119 = -4572937.921246
  nChanged 36
		SP:Iteration 55Q (94545.460000 sec): 3 clusters
  Score: Raw -4576373.414456 + Penalty 3423.243119 = -4572950.171337
  nChanged 40
		SP:Iteration 56Q (94545.850000 sec): 3 clusters
  Score: Raw -4576385.751669 + Penalty 3423.243119 = -4572962.508550
  nChanged 32
		SP:Iteration 57Q (94546.260000 sec): 3 clusters
  Score: Raw -4576393.909184 + Penalty 3423.243119 = -4572970.666065
  nChanged 28
		SP:Iteration 58Q (94546.610000 sec): 3 clusters
  Score: Raw -4576401.316541 + Penalty 3423.243119 = -4572978.073422
  nChanged 20
		SP:Iteration 59Q (94546.960000 sec): 3 clusters
  Score: Raw -4576407.120578 + Penalty 3423.243119 = -4572983.877458
  nChanged 17
		SP:Iteration 60F (94547.360000 sec): 3 clusters
  Score: Raw -4576412.852481 + Penalty 3423.243119 = -4572989.609361
  nChanged 22
		SP:Iteration 61Q (94547.700000 sec): 3 clusters
  Score: Raw -4576419.724896 + Penalty 3423.243119 = -4572996.481777
  nChanged 17
		SP:Iteration 62Q (94548.060000 sec): 3 clusters
  Score: Raw -4576425.022592 + Penalty 3423.243119 = -4573001.779473
  nChanged 13
		SP:Iteration 63Q (94548.450000 sec): 3 clusters
  Score: Raw -4576427.948640 + Penalty 3423.243119 = -4573004.705521
  nChanged 14
		SP:Iteration 64Q (94548.760000 sec): 3 clusters
  Score: Raw -4576430.555252 + Penalty 3423.243119 = -4573007.312132
  nChanged 7
		SP:Iteration 65Q (94549.110000 sec): 3 clusters
  Score: Raw -4576432.636116 + Penalty 3423.243119 = -4573009.392997
  nChanged 12
		SP:Iteration 66Q (94549.450000 sec): 3 clusters
  Score: Raw -4576435.462093 + Penalty 3423.243119 = -4573012.218973
  nChanged 7
		SP:Iteration 67Q (94549.850000 sec): 3 clusters
  Score: Raw -4576437.233241 + Penalty 3423.243119 = -4573013.990122
  nChanged 6
		SP:Iteration 68Q (94550.220000 sec): 3 clusters
  Score: Raw -4576438.159992 + Penalty 3423.243119 = -4573014.916873
  nChanged 0
		SP:Iteration 69F (94550.610000 sec): 3 clusters
  Score: Raw -4576438.159992 + Penalty 3423.243119 = -4573014.916873
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (316110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94552.190000 sec): 2 clusters
  Score: Raw -38446698.129069 + Penalty 2057.874899 = -38444640.254170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94553.670000 sec): 3 clusters
  Score: Raw -38235536.875942 + Penalty 4115.749798 = -38231421.126143
  nChanged 154409
		SP:Iteration 1F (94555.190000 sec): 3 clusters
  Score: Raw -38330177.096485 + Penalty 4115.749798 = -38326061.346686
  nChanged 11004
		SP:Iteration 2Q (94556.990000 sec): 3 clusters
  Score: Raw -38333533.981195 + Penalty 4115.749798 = -38329418.231396
  nChanged 13976
		SP:Iteration 3Q (94558.950000 sec): 3 clusters
  Score: Raw -38339041.424153 + Penalty 4115.749798 = -38334925.674355
  nChanged 17210
		SP:Iteration 4F (94560.560000 sec): 3 clusters
  Score: Raw -38346943.260273 + Penalty 4115.749798 = -38342827.510474
  nChanged 19690
		SP:Iteration 5F (94562.670000 sec): 3 clusters
  Score: Raw -38357125.685066 + Penalty 4115.749798 = -38353009.935268
  nChanged 20829
		SP:Iteration 6F (94565.020000 sec): 3 clusters
  Score: Raw -38369065.457490 + Penalty 4115.749798 = -38364949.707692
  nChanged 20603
		SP:Iteration 7F (94567.040000 sec): 3 clusters
  Score: Raw -38382130.476749 + Penalty 4115.749798 = -38378014.726951
  nChanged 19849
		SP:Iteration 8F (94569.060000 sec): 3 clusters
  Score: Raw -38396305.891122 + Penalty 4115.749798 = -38392190.141324
  nChanged 18892
		SP:Iteration 9F (94570.890000 sec): 3 clusters
  Score: Raw -38411561.866382 + Penalty 4115.749798 = -38407446.116584
  nChanged 16204
		SP:Iteration 10F (94572.390000 sec): 3 clusters
  Score: Raw -38425778.939491 + Penalty 4115.749798 = -38421663.189693
  nChanged 11784
		SP:Iteration 11Q (94573.890000 sec): 3 clusters
  Score: Raw -38436394.711845 + Penalty 4115.749798 = -38432278.962047
  nChanged 6680
		SP:Iteration 12Q (94575.540000 sec): 3 clusters
  Score: Raw -38442143.041050 + Penalty 4115.749798 = -38438027.291251
  nChanged 3297
		SP:Iteration 13Q (94577.170000 sec): 3 clusters
  Score: Raw -38444832.092578 + Penalty 4115.749798 = -38440716.342780
  nChanged 1454
		SP:Iteration 14Q (94578.590000 sec): 3 clusters
  Score: Raw -38445940.802231 + Penalty 4115.749798 = -38441825.052432
  nChanged 636
		SP:Iteration 15Q (94580.130000 sec): 3 clusters
  Score: Raw -38446422.868457 + Penalty 4115.749798 = -38442307.118659
  nChanged 325
		SP:Iteration 16Q (94581.540000 sec): 3 clusters
  Score: Raw -38446668.808819 + Penalty 4115.749798 = -38442553.059021
  nChanged 165
		SP:Iteration 17Q (94582.850000 sec): 3 clusters
  Score: Raw -38446786.717701 + Penalty 4115.749798 = -38442670.967903
  nChanged 102
		SP:Iteration 18Q (94584.110000 sec): 3 clusters
  Score: Raw -38446863.177615 + Penalty 4115.749798 = -38442747.427816
  nChanged 69
		SP:Iteration 19Q (94585.350000 sec): 3 clusters
  Score: Raw -38446910.504259 + Penalty 4115.749798 = -38442794.754461
  nChanged 42
		SP:Iteration 20F (94587.120000 sec): 3 clusters
  Score: Raw -38446938.572137 + Penalty 4115.749798 = -38442822.822339
  nChanged 31
		SP:Iteration 21Q (94588.590000 sec): 3 clusters
  Score: Raw -38446959.683948 + Penalty 4115.749798 = -38442843.934150
  nChanged 22
		SP:Iteration 22Q (94590.190000 sec): 3 clusters
  Score: Raw -38446974.733700 + Penalty 4115.749798 = -38442858.983902
  nChanged 21
		SP:Iteration 23Q (94591.630000 sec): 3 clusters
  Score: Raw -38446990.028876 + Penalty 4115.749798 = -38442874.279078
  nChanged 10
		SP:Iteration 24Q (94593.210000 sec): 3 clusters
  Score: Raw -38446997.376330 + Penalty 4115.749798 = -38442881.626531
  nChanged 14
		SP:Iteration 25Q (94594.600000 sec): 3 clusters
  Score: Raw -38447004.043791 + Penalty 4115.749798 = -38442888.293993
  nChanged 7
		SP:Iteration 26Q (94596.270000 sec): 3 clusters
  Score: Raw -38447007.078882 + Penalty 4115.749798 = -38442891.329084
  nChanged 8
		SP:Iteration 27Q (94597.890000 sec): 3 clusters
  Score: Raw -38447010.292133 + Penalty 4115.749798 = -38442894.542335
  nChanged 3
		SP:Iteration 28Q (94599.310000 sec): 3 clusters
  Score: Raw -38447013.751655 + Penalty 4115.749798 = -38442898.001857
  nChanged 2
		SP:Iteration 29Q (94600.740000 sec): 3 clusters
  Score: Raw -38447014.680206 + Penalty 4115.749798 = -38442898.930408
  nChanged 1
		SP:Iteration 30Q (94602.280000 sec): 3 clusters
  Score: Raw -38447015.043344 + Penalty 4115.749798 = -38442899.293546
  nChanged 0
		SP:Iteration 31F (94604.140000 sec): 3 clusters
  Score: Raw -38447015.043344 + Penalty 4115.749798 = -38442899.293546
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94604.710000 sec): 2 clusters
  Score: Raw -8560684.718450 + Penalty 1817.772879 = -8558866.945571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94605.260000 sec): 3 clusters
  Score: Raw -8514062.999101 + Penalty 3635.545759 = -8510427.453342
  nChanged 34345
		SP:Iteration 1F (94605.830000 sec): 3 clusters
  Score: Raw -8534190.183672 + Penalty 3635.545759 = -8530554.637913
  nChanged 2684
		SP:Iteration 2Q (94606.390000 sec): 3 clusters
  Score: Raw -8535104.058571 + Penalty 3635.545759 = -8531468.512813
  nChanged 3009
		SP:Iteration 3Q (94606.960000 sec): 3 clusters
  Score: Raw -8536407.205483 + Penalty 3635.545759 = -8532771.659724
  nChanged 3520
		SP:Iteration 4Q (94607.490000 sec): 3 clusters
  Score: Raw -8538281.672070 + Penalty 3635.545759 = -8534646.126312
  nChanged 4105
		SP:Iteration 5F (94608.030000 sec): 3 clusters
  Score: Raw -8540892.348675 + Penalty 3635.545759 = -8537256.802916
  nChanged 4517
		SP:Iteration 6F (94608.550000 sec): 3 clusters
  Score: Raw -8544219.498265 + Penalty 3635.545759 = -8540583.952506
  nChanged 4561
		SP:Iteration 7F (94609.080000 sec): 3 clusters
  Score: Raw -8547935.592348 + Penalty 3635.545759 = -8544300.046589
  nChanged 4087
		SP:Iteration 8F (94609.650000 sec): 3 clusters
  Score: Raw -8551325.195974 + Penalty 3635.545759 = -8547689.650215
  nChanged 3303
		SP:Iteration 9Q (94610.210000 sec): 3 clusters
  Score: Raw -8553676.385935 + Penalty 3635.545759 = -8550040.840176
  nChanged 2436
		SP:Iteration 10Q (94610.730000 sec): 3 clusters
  Score: Raw -8555090.364284 + Penalty 3635.545759 = -8551454.818525
  nChanged 1820
		SP:Iteration 11Q (94611.200000 sec): 3 clusters
  Score: Raw -8556009.786903 + Penalty 3635.545759 = -8552374.241145
  nChanged 1530
		SP:Iteration 12Q (94611.830000 sec): 3 clusters
  Score: Raw -8556741.319135 + Penalty 3635.545759 = -8553105.773377
  nChanged 1386
		SP:Iteration 13Q (94612.460000 sec): 3 clusters
  Score: Raw -8557397.127244 + Penalty 3635.545759 = -8553761.581485
  nChanged 1259
		SP:Iteration 14Q (94612.990000 sec): 3 clusters
  Score: Raw -8557986.798294 + Penalty 3635.545759 = -8554351.252535
  nChanged 1062
		SP:Iteration 15Q (94613.510000 sec): 3 clusters
  Score: Raw -8558482.359055 + Penalty 3635.545759 = -8554846.813297
  nChanged 898
		SP:Iteration 16Q (94614.110000 sec): 3 clusters
  Score: Raw -8558912.102564 + Penalty 3635.545759 = -8555276.556806
  nChanged 817
		SP:Iteration 17Q (94614.670000 sec): 3 clusters
  Score: Raw -8559323.168087 + Penalty 3635.545759 = -8555687.622328
  nChanged 726
		SP:Iteration 18Q (94615.270000 sec): 3 clusters
  Score: Raw -8559699.705177 + Penalty 3635.545759 = -8556064.159418
  nChanged 620
		SP:Iteration 19Q (94615.800000 sec): 3 clusters
  Score: Raw -8560027.250684 + Penalty 3635.545759 = -8556391.704925
  nChanged 524
		SP:Iteration 20F (94616.420000 sec): 3 clusters
  Score: Raw -8560293.978575 + Penalty 3635.545759 = -8556658.432816
  nChanged 381
		SP:Iteration 21Q (94616.880000 sec): 3 clusters
  Score: Raw -8560470.415008 + Penalty 3635.545759 = -8556834.869250
  nChanged 304
		SP:Iteration 22Q (94617.420000 sec): 3 clusters
  Score: Raw -8560599.710960 + Penalty 3635.545759 = -8556964.165202
  nChanged 226
		SP:Iteration 23Q (94617.760000 sec): 3 clusters
  Score: Raw -8560698.355574 + Penalty 3635.545759 = -8557062.809815
  nChanged 187
		SP:Iteration 24Q (94618.260000 sec): 3 clusters
  Score: Raw -8560767.186943 + Penalty 3635.545759 = -8557131.641184
  nChanged 156
		SP:Iteration 25Q (94618.730000 sec): 3 clusters
  Score: Raw -8560824.422262 + Penalty 3635.545759 = -8557188.876503
  nChanged 132
		SP:Iteration 26Q (94619.300000 sec): 3 clusters
  Score: Raw -8560870.451620 + Penalty 3635.545759 = -8557234.905861
  nChanged 106
		SP:Iteration 27Q (94619.830000 sec): 3 clusters
  Score: Raw -8560903.984861 + Penalty 3635.545759 = -8557268.439102
  nChanged 78
		SP:Iteration 28Q (94620.360000 sec): 3 clusters
  Score: Raw -8560927.461152 + Penalty 3635.545759 = -8557291.915393
  nChanged 66
		SP:Iteration 29Q (94620.900000 sec): 3 clusters
  Score: Raw -8560947.391129 + Penalty 3635.545759 = -8557311.845371
  nChanged 61
		SP:Iteration 30Q (94621.500000 sec): 3 clusters
  Score: Raw -8560966.015124 + Penalty 3635.545759 = -8557330.469365
  nChanged 60
		SP:Iteration 31Q (94621.980000 sec): 3 clusters
  Score: Raw -8560983.918398 + Penalty 3635.545759 = -8557348.372639
  nChanged 58
		SP:Iteration 32Q (94622.490000 sec): 3 clusters
  Score: Raw -8560999.730977 + Penalty 3635.545759 = -8557364.185218
  nChanged 38
		SP:Iteration 33Q (94623.020000 sec): 3 clusters
  Score: Raw -8561012.091004 + Penalty 3635.545759 = -8557376.545245
  nChanged 39
		SP:Iteration 34Q (94623.540000 sec): 3 clusters
  Score: Raw -8561024.820682 + Penalty 3635.545759 = -8557389.274923
  nChanged 32
		SP:Iteration 35Q (94624.030000 sec): 3 clusters
  Score: Raw -8561034.098465 + Penalty 3635.545759 = -8557398.552707
  nChanged 35
		SP:Iteration 36Q (94624.580000 sec): 3 clusters
  Score: Raw -8561044.662207 + Penalty 3635.545759 = -8557409.116448
  nChanged 27
		SP:Iteration 37Q (94625.100000 sec): 3 clusters
  Score: Raw -8561052.218322 + Penalty 3635.545759 = -8557416.672563
  nChanged 26
		SP:Iteration 38Q (94625.700000 sec): 3 clusters
  Score: Raw -8561058.917867 + Penalty 3635.545759 = -8557423.372109
  nChanged 20
		SP:Iteration 39Q (94626.140000 sec): 3 clusters
  Score: Raw -8561063.966907 + Penalty 3635.545759 = -8557428.421148
  nChanged 16
		SP:Iteration 40F (94626.660000 sec): 3 clusters
  Score: Raw -8561068.881137 + Penalty 3635.545759 = -8557433.335378
  nChanged 13
		SP:Iteration 41Q (94627.130000 sec): 3 clusters
  Score: Raw -8561071.933189 + Penalty 3635.545759 = -8557436.387430
  nChanged 11
		SP:Iteration 42Q (94627.570000 sec): 3 clusters
  Score: Raw -8561074.308348 + Penalty 3635.545759 = -8557438.762589
  nChanged 7
		SP:Iteration 43Q (94628.090000 sec): 3 clusters
  Score: Raw -8561076.106233 + Penalty 3635.545759 = -8557440.560475
  nChanged 8
		SP:Iteration 44Q (94628.570000 sec): 3 clusters
  Score: Raw -8561077.590669 + Penalty 3635.545759 = -8557442.044910
  nChanged 4
		SP:Iteration 45Q (94629.050000 sec): 3 clusters
  Score: Raw -8561078.376690 + Penalty 3635.545759 = -8557442.830931
  nChanged 3
		SP:Iteration 46Q (94629.520000 sec): 3 clusters
  Score: Raw -8561078.932851 + Penalty 3635.545759 = -8557443.387092
  nChanged 2
		SP:Iteration 47Q (94630.070000 sec): 3 clusters
  Score: Raw -8561079.306265 + Penalty 3635.545759 = -8557443.760506
  nChanged 5
		SP:Iteration 48Q (94630.550000 sec): 3 clusters
  Score: Raw -8561079.978238 + Penalty 3635.545759 = -8557444.432480
  nChanged 1
		SP:Iteration 49Q (94631.060000 sec): 3 clusters
  Score: Raw -8561080.124442 + Penalty 3635.545759 = -8557444.578684
  nChanged 0
		SP:Iteration 50F (94631.610000 sec): 3 clusters
  Score: Raw -8561080.124442 + Penalty 3635.545759 = -8557444.578684
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94631.750000 sec): 2 clusters
  Score: Raw -655667.448430 + Penalty 1421.315570 = -654246.132860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94631.970000 sec): 3 clusters
  Score: Raw -652320.719683 + Penalty 2842.631140 = -649478.088543
  nChanged 2642
		SP:Iteration 1F (94632.220000 sec): 3 clusters
  Score: Raw -653770.300448 + Penalty 2842.631140 = -650927.669308
  nChanged 460
		SP:Iteration 2F (94632.390000 sec): 3 clusters
  Score: Raw -654094.350761 + Penalty 2842.631140 = -651251.719620
  nChanged 434
		SP:Iteration 3F (94632.600000 sec): 3 clusters
  Score: Raw -654411.499783 + Penalty 2842.631140 = -651568.868643
  nChanged 418
		SP:Iteration 4F (94632.820000 sec): 3 clusters
  Score: Raw -654739.565616 + Penalty 2842.631140 = -651896.934476
  nChanged 409
		SP:Iteration 5F (94632.970000 sec): 3 clusters
  Score: Raw -655067.526612 + Penalty 2842.631140 = -652224.895472
  nChanged 354
		SP:Iteration 6F (94633.130000 sec): 3 clusters
  Score: Raw -655344.278265 + Penalty 2842.631140 = -652501.647124
  nChanged 274
		SP:Iteration 7Q (94633.340000 sec): 3 clusters
  Score: Raw -655555.295203 + Penalty 2842.631140 = -652712.664063
  nChanged 227
		SP:Iteration 8Q (94633.500000 sec): 3 clusters
  Score: Raw -655684.172016 + Penalty 2842.631140 = -652841.540876
  nChanged 171
		SP:Iteration 9Q (94633.710000 sec): 3 clusters
  Score: Raw -655786.880219 + Penalty 2842.631140 = -652944.249079
  nChanged 153
		SP:Iteration 10Q (94633.880000 sec): 3 clusters
  Score: Raw -655879.975090 + Penalty 2842.631140 = -653037.343950
  nChanged 145
		SP:Iteration 11Q (94634.060000 sec): 3 clusters
  Score: Raw -655966.962291 + Penalty 2842.631140 = -653124.331151
  nChanged 132
		SP:Iteration 12Q (94634.220000 sec): 3 clusters
  Score: Raw -656036.236476 + Penalty 2842.631140 = -653193.605336
  nChanged 105
		SP:Iteration 13Q (94634.410000 sec): 3 clusters
  Score: Raw -656087.733617 + Penalty 2842.631140 = -653245.102477
  nChanged 65
		SP:Iteration 14Q (94634.590000 sec): 3 clusters
  Score: Raw -656114.141125 + Penalty 2842.631140 = -653271.509985
  nChanged 55
		SP:Iteration 15Q (94634.780000 sec): 3 clusters
  Score: Raw -656128.547159 + Penalty 2842.631140 = -653285.916019
  nChanged 43
		SP:Iteration 16Q (94634.960000 sec): 3 clusters
  Score: Raw -656140.620931 + Penalty 2842.631140 = -653297.989790
  nChanged 20
		SP:Iteration 17Q (94635.150000 sec): 3 clusters
  Score: Raw -656146.718843 + Penalty 2842.631140 = -653304.087703
  nChanged 23
		SP:Iteration 18Q (94635.380000 sec): 3 clusters
  Score: Raw -656154.083493 + Penalty 2842.631140 = -653311.452353
  nChanged 22
		SP:Iteration 19Q (94635.540000 sec): 3 clusters
  Score: Raw -656160.996812 + Penalty 2842.631140 = -653318.365672
  nChanged 24
		SP:Iteration 20F (94635.710000 sec): 3 clusters
  Score: Raw -656168.060120 + Penalty 2842.631140 = -653325.428980
  nChanged 21
		SP:Iteration 21Q (94635.910000 sec): 3 clusters
  Score: Raw -656172.103025 + Penalty 2842.631140 = -653329.471885
  nChanged 7
		SP:Iteration 22Q (94636.050000 sec): 3 clusters
  Score: Raw -656173.616736 + Penalty 2842.631140 = -653330.985596
  nChanged 6
		SP:Iteration 23Q (94636.180000 sec): 3 clusters
  Score: Raw -656175.259615 + Penalty 2842.631140 = -653332.628475
  nChanged 4
		SP:Iteration 24Q (94636.370000 sec): 3 clusters
  Score: Raw -656175.893638 + Penalty 2842.631140 = -653333.262498
  nChanged 4
		SP:Iteration 25Q (94636.510000 sec): 3 clusters
  Score: Raw -656176.726003 + Penalty 2842.631140 = -653334.094863
  nChanged 4
		SP:Iteration 26Q (94636.710000 sec): 3 clusters
  Score: Raw -656177.367609 + Penalty 2842.631140 = -653334.736469
  nChanged 1
		SP:Iteration 27Q (94636.930000 sec): 3 clusters
  Score: Raw -656177.673712 + Penalty 2842.631140 = -653335.042572
  nChanged 2
		SP:Iteration 28Q (94637.070000 sec): 3 clusters
  Score: Raw -656178.060565 + Penalty 2842.631140 = -653335.429425
  nChanged 1
		SP:Iteration 29Q (94637.230000 sec): 3 clusters
  Score: Raw -656178.139561 + Penalty 2842.631140 = -653335.508421
  nChanged 1
		SP:Iteration 30Q (94637.440000 sec): 3 clusters
  Score: Raw -656178.306091 + Penalty 2842.631140 = -653335.674951
  nChanged 0
		SP:Iteration 31F (94637.670000 sec): 3 clusters
  Score: Raw -656178.306091 + Penalty 2842.631140 = -653335.674951
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (47074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94637.990000 sec): 2 clusters
  Score: Raw -5427296.418213 + Penalty 1748.414868 = -5425548.003345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94638.470000 sec): 3 clusters
  Score: Raw -5397482.872886 + Penalty 3496.829736 = -5393986.043150
  nChanged 22198
		SP:Iteration 1F (94638.950000 sec): 3 clusters
  Score: Raw -5410451.253748 + Penalty 3496.829736 = -5406954.424012
  nChanged 2014
		SP:Iteration 2Q (94639.420000 sec): 3 clusters
  Score: Raw -5411114.055238 + Penalty 3496.829736 = -5407617.225502
  nChanged 2127
		SP:Iteration 3Q (94639.840000 sec): 3 clusters
  Score: Raw -5411872.571501 + Penalty 3496.829736 = -5408375.741765
  nChanged 2305
		SP:Iteration 4Q (94640.320000 sec): 3 clusters
  Score: Raw -5412812.338897 + Penalty 3496.829736 = -5409315.509161
  nChanged 2536
		SP:Iteration 5F (94640.760000 sec): 3 clusters
  Score: Raw -5414078.663092 + Penalty 3496.829736 = -5410581.833356
  nChanged 2855
		SP:Iteration 6F (94641.140000 sec): 3 clusters
  Score: Raw -5415865.270243 + Penalty 3496.829736 = -5412368.440507
  nChanged 3110
		SP:Iteration 7F (94641.520000 sec): 3 clusters
  Score: Raw -5418235.079838 + Penalty 3496.829736 = -5414738.250102
  nChanged 3185
		SP:Iteration 8F (94641.950000 sec): 3 clusters
  Score: Raw -5421000.206848 + Penalty 3496.829736 = -5417503.377112
  nChanged 2655
		SP:Iteration 9F (94642.390000 sec): 3 clusters
  Score: Raw -5423410.919174 + Penalty 3496.829736 = -5419914.089438
  nChanged 1885
		SP:Iteration 10Q (94642.780000 sec): 3 clusters
  Score: Raw -5425081.269809 + Penalty 3496.829736 = -5421584.440073
  nChanged 1214
		SP:Iteration 11Q (94643.180000 sec): 3 clusters
  Score: Raw -5426094.352671 + Penalty 3496.829736 = -5422597.522935
  nChanged 754
		SP:Iteration 12Q (94643.670000 sec): 3 clusters
  Score: Raw -5426667.464607 + Penalty 3496.829736 = -5423170.634871
  nChanged 453
		SP:Iteration 13Q (94644.040000 sec): 3 clusters
  Score: Raw -5427012.297251 + Penalty 3496.829736 = -5423515.467515
  nChanged 252
		SP:Iteration 14Q (94644.450000 sec): 3 clusters
  Score: Raw -5427220.473139 + Penalty 3496.829736 = -5423723.643403
  nChanged 146
		SP:Iteration 15Q (94644.840000 sec): 3 clusters
  Score: Raw -5427343.815022 + Penalty 3496.829736 = -5423846.985286
  nChanged 76
		SP:Iteration 16Q (94645.250000 sec): 3 clusters
  Score: Raw -5427415.938639 + Penalty 3496.829736 = -5423919.108903
  nChanged 62
		SP:Iteration 17Q (94645.640000 sec): 3 clusters
  Score: Raw -5427463.888277 + Penalty 3496.829736 = -5423967.058541
  nChanged 32
		SP:Iteration 18Q (94646.020000 sec): 3 clusters
  Score: Raw -5427491.683732 + Penalty 3496.829736 = -5423994.853996
  nChanged 24
		SP:Iteration 19Q (94646.470000 sec): 3 clusters
  Score: Raw -5427509.327781 + Penalty 3496.829736 = -5424012.498045
  nChanged 13
		SP:Iteration 20F (94646.860000 sec): 3 clusters
  Score: Raw -5427518.565701 + Penalty 3496.829736 = -5424021.735965
  nChanged 8
		SP:Iteration 21Q (94647.250000 sec): 3 clusters
  Score: Raw -5427522.915353 + Penalty 3496.829736 = -5424026.085617
  nChanged 6
		SP:Iteration 22Q (94647.630000 sec): 3 clusters
  Score: Raw -5427526.421959 + Penalty 3496.829736 = -5424029.592223
  nChanged 5
		SP:Iteration 23Q (94648.080000 sec): 3 clusters
  Score: Raw -5427530.778029 + Penalty 3496.829736 = -5424033.948293
  nChanged 5
		SP:Iteration 24Q (94648.470000 sec): 3 clusters
  Score: Raw -5427535.899726 + Penalty 3496.829736 = -5424039.069991
  nChanged 9
		SP:Iteration 25Q (94648.880000 sec): 3 clusters
  Score: Raw -5427544.937292 + Penalty 3496.829736 = -5424048.107556
  nChanged 5
		SP:Iteration 26Q (94649.300000 sec): 3 clusters
  Score: Raw -5427549.339560 + Penalty 3496.829736 = -5424052.509824
  nChanged 5
		SP:Iteration 27Q (94649.750000 sec): 3 clusters
  Score: Raw -5427554.428150 + Penalty 3496.829736 = -5424057.598414
  nChanged 5
		SP:Iteration 28Q (94650.110000 sec): 3 clusters
  Score: Raw -5427559.692151 + Penalty 3496.829736 = -5424062.862415
  nChanged 9
		SP:Iteration 29Q (94650.530000 sec): 3 clusters
  Score: Raw -5427565.515165 + Penalty 3496.829736 = -5424068.685429
  nChanged 5
		SP:Iteration 30Q (94650.920000 sec): 3 clusters
  Score: Raw -5427570.468181 + Penalty 3496.829736 = -5424073.638445
  nChanged 4
		SP:Iteration 31Q (94651.340000 sec): 3 clusters
  Score: Raw -5427574.563058 + Penalty 3496.829736 = -5424077.733322
  nChanged 2
		SP:Iteration 32Q (94651.800000 sec): 3 clusters
  Score: Raw -5427577.497658 + Penalty 3496.829736 = -5424080.667922
  nChanged 3
		SP:Iteration 33Q (94652.160000 sec): 3 clusters
  Score: Raw -5427581.610053 + Penalty 3496.829736 = -5424084.780317
  nChanged 4
		SP:Iteration 34Q (94652.530000 sec): 3 clusters
  Score: Raw -5427585.573606 + Penalty 3496.829736 = -5424088.743870
  nChanged 2
		SP:Iteration 35Q (94652.940000 sec): 3 clusters
  Score: Raw -5427587.795453 + Penalty 3496.829736 = -5424090.965717
  nChanged 3
		SP:Iteration 36Q (94653.320000 sec): 3 clusters
  Score: Raw -5427590.243865 + Penalty 3496.829736 = -5424093.414129
  nChanged 1
		SP:Iteration 37Q (94653.740000 sec): 3 clusters
  Score: Raw -5427591.512579 + Penalty 3496.829736 = -5424094.682844
  nChanged 1
		SP:Iteration 38Q (94654.130000 sec): 3 clusters
  Score: Raw -5427592.850580 + Penalty 3496.829736 = -5424096.020844
  nChanged 1
		SP:Iteration 39Q (94654.540000 sec): 3 clusters
  Score: Raw -5427593.888761 + Penalty 3496.829736 = -5424097.059025
  nChanged 0
		SP:Iteration 40F (94654.910000 sec): 3 clusters
  Score: Raw -5427593.888761 + Penalty 3496.829736 = -5424097.059025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94655.090000 sec): 2 clusters
  Score: Raw -593083.159315 + Penalty 1378.590916 = -591704.568398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94655.290000 sec): 3 clusters
  Score: Raw -590598.511283 + Penalty 2757.181833 = -587841.329451
  nChanged 1923
		SP:Iteration 1F (94655.470000 sec): 3 clusters
  Score: Raw -591612.424975 + Penalty 2757.181833 = -588855.243142
  nChanged 355
		SP:Iteration 2F (94655.580000 sec): 3 clusters
  Score: Raw -591783.411609 + Penalty 2757.181833 = -589026.229777
  nChanged 262
		SP:Iteration 3F (94655.700000 sec): 3 clusters
  Score: Raw -591905.063503 + Penalty 2757.181833 = -589147.881670
  nChanged 196
		SP:Iteration 4Q (94655.840000 sec): 3 clusters
  Score: Raw -591992.225859 + Penalty 2757.181833 = -589235.044026
  nChanged 181
		SP:Iteration 5Q (94655.960000 sec): 3 clusters
  Score: Raw -592083.893752 + Penalty 2757.181833 = -589326.711920
  nChanged 188
		SP:Iteration 6Q (94656.090000 sec): 3 clusters
  Score: Raw -592181.513259 + Penalty 2757.181833 = -589424.331426
  nChanged 192
		SP:Iteration 7Q (94656.280000 sec): 3 clusters
  Score: Raw -592294.225804 + Penalty 2757.181833 = -589537.043971
  nChanged 183
		SP:Iteration 8Q (94656.410000 sec): 3 clusters
  Score: Raw -592386.707135 + Penalty 2757.181833 = -589629.525303
  nChanged 145
		SP:Iteration 9Q (94656.640000 sec): 3 clusters
  Score: Raw -592451.563354 + Penalty 2757.181833 = -589694.381521
  nChanged 128
		SP:Iteration 10Q (94656.870000 sec): 3 clusters
  Score: Raw -592516.763062 + Penalty 2757.181833 = -589759.581230
  nChanged 152
		SP:Iteration 11Q (94657.120000 sec): 3 clusters
  Score: Raw -592588.682702 + Penalty 2757.181833 = -589831.500870
  nChanged 122
		SP:Iteration 12Q (94657.320000 sec): 3 clusters
  Score: Raw -592647.430402 + Penalty 2757.181833 = -589890.248569
  nChanged 141
		SP:Iteration 13Q (94657.520000 sec): 3 clusters
  Score: Raw -592720.391463 + Penalty 2757.181833 = -589963.209630
  nChanged 117
		SP:Iteration 14Q (94657.780000 sec): 3 clusters
  Score: Raw -592776.926930 + Penalty 2757.181833 = -590019.745097
  nChanged 98
		SP:Iteration 15Q (94657.980000 sec): 3 clusters
  Score: Raw -592820.138436 + Penalty 2757.181833 = -590062.956603
  nChanged 82
		SP:Iteration 16Q (94658.150000 sec): 3 clusters
  Score: Raw -592853.580578 + Penalty 2757.181833 = -590096.398745
  nChanged 69
		SP:Iteration 17Q (94658.360000 sec): 3 clusters
  Score: Raw -592879.367499 + Penalty 2757.181833 = -590122.185667
  nChanged 51
		SP:Iteration 18Q (94658.520000 sec): 3 clusters
  Score: Raw -592899.536916 + Penalty 2757.181833 = -590142.355084
  nChanged 41
		SP:Iteration 19Q (94658.720000 sec): 3 clusters
  Score: Raw -592916.556087 + Penalty 2757.181833 = -590159.374254
  nChanged 32
		SP:Iteration 20F (94658.910000 sec): 3 clusters
  Score: Raw -592929.702921 + Penalty 2757.181833 = -590172.521088
  nChanged 30
		SP:Iteration 21Q (94659.050000 sec): 3 clusters
  Score: Raw -592937.491467 + Penalty 2757.181833 = -590180.309635
  nChanged 16
		SP:Iteration 22Q (94659.200000 sec): 3 clusters
  Score: Raw -592941.398078 + Penalty 2757.181833 = -590184.216245
  nChanged 11
		SP:Iteration 23Q (94659.340000 sec): 3 clusters
  Score: Raw -592944.430871 + Penalty 2757.181833 = -590187.249038
  nChanged 11
		SP:Iteration 24Q (94659.530000 sec): 3 clusters
  Score: Raw -592946.449498 + Penalty 2757.181833 = -590189.267665
  nChanged 10
		SP:Iteration 25Q (94659.680000 sec): 3 clusters
  Score: Raw -592949.339955 + Penalty 2757.181833 = -590192.158123
  nChanged 7
		SP:Iteration 26Q (94659.870000 sec): 3 clusters
  Score: Raw -592950.833115 + Penalty 2757.181833 = -590193.651282
  nChanged 5
		SP:Iteration 27Q (94660.130000 sec): 3 clusters
  Score: Raw -592951.883956 + Penalty 2757.181833 = -590194.702123
  nChanged 1
		SP:Iteration 28Q (94660.350000 sec): 3 clusters
  Score: Raw -592952.035596 + Penalty 2757.181833 = -590194.853764
  nChanged 1
		SP:Iteration 29Q (94660.550000 sec): 3 clusters
  Score: Raw -592952.210722 + Penalty 2757.181833 = -590195.028889
  nChanged 1
		SP:Iteration 30Q (94660.760000 sec): 3 clusters
  Score: Raw -592952.367231 + Penalty 2757.181833 = -590195.185398
  nChanged 2
		SP:Iteration 31Q (94660.950000 sec): 3 clusters
  Score: Raw -592952.757358 + Penalty 2757.181833 = -590195.575526
  nChanged 2
		SP:Iteration 32Q (94661.110000 sec): 3 clusters
  Score: Raw -592953.160587 + Penalty 2757.181833 = -590195.978754
  nChanged 2
		SP:Iteration 33Q (94661.250000 sec): 3 clusters
  Score: Raw -592953.614977 + Penalty 2757.181833 = -590196.433144
  nChanged 0
		SP:Iteration 34F (94661.400000 sec): 3 clusters
  Score: Raw -592953.614977 + Penalty 2757.181833 = -590196.433144
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (14145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94661.600000 sec): 2 clusters
  Score: Raw -1553254.801619 + Penalty 1553.031429 = -1551701.770191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94661.860000 sec): 3 clusters
  Score: Raw -1545009.603631 + Penalty 3106.062857 = -1541903.540774
  nChanged 6269
		SP:Iteration 1F (94662.110000 sec): 3 clusters
  Score: Raw -1548647.339730 + Penalty 3106.062857 = -1545541.276872
  nChanged 881
		SP:Iteration 2F (94662.360000 sec): 3 clusters
  Score: Raw -1549155.288342 + Penalty 3106.062857 = -1546049.225485
  nChanged 881
		SP:Iteration 3F (94662.580000 sec): 3 clusters
  Score: Raw -1549722.523944 + Penalty 3106.062857 = -1546616.461087
  nChanged 872
		SP:Iteration 4F (94662.850000 sec): 3 clusters
  Score: Raw -1550311.444661 + Penalty 3106.062857 = -1547205.381804
  nChanged 866
		SP:Iteration 5F (94663.130000 sec): 3 clusters
  Score: Raw -1550874.977989 + Penalty 3106.062857 = -1547768.915132
  nChanged 771
		SP:Iteration 6F (94663.380000 sec): 3 clusters
  Score: Raw -1551359.123298 + Penalty 3106.062857 = -1548253.060441
  nChanged 699
		SP:Iteration 7Q (94663.650000 sec): 3 clusters
  Score: Raw -1551757.147928 + Penalty 3106.062857 = -1548651.085071
  nChanged 580
		SP:Iteration 8Q (94663.890000 sec): 3 clusters
  Score: Raw -1552069.709017 + Penalty 3106.062857 = -1548963.646160
  nChanged 457
		SP:Iteration 9Q (94664.120000 sec): 3 clusters
  Score: Raw -1552253.414819 + Penalty 3106.062857 = -1549147.351962
  nChanged 339
		SP:Iteration 10Q (94664.360000 sec): 3 clusters
  Score: Raw -1552362.400907 + Penalty 3106.062857 = -1549256.338049
  nChanged 251
		SP:Iteration 11Q (94664.580000 sec): 3 clusters
  Score: Raw -1552436.339886 + Penalty 3106.062857 = -1549330.277029
  nChanged 199
		SP:Iteration 12Q (94664.790000 sec): 3 clusters
  Score: Raw -1552496.463940 + Penalty 3106.062857 = -1549390.401082
  nChanged 157
		SP:Iteration 13Q (94665.010000 sec): 3 clusters
  Score: Raw -1552539.210207 + Penalty 3106.062857 = -1549433.147350
  nChanged 131
		SP:Iteration 14Q (94665.280000 sec): 3 clusters
  Score: Raw -1552565.803832 + Penalty 3106.062857 = -1549459.740975
  nChanged 94
		SP:Iteration 15Q (94665.560000 sec): 3 clusters
  Score: Raw -1552584.570178 + Penalty 3106.062857 = -1549478.507321
  nChanged 81
		SP:Iteration 16Q (94665.880000 sec): 3 clusters
  Score: Raw -1552600.072806 + Penalty 3106.062857 = -1549494.009948
  nChanged 58
		SP:Iteration 17Q (94666.160000 sec): 3 clusters
  Score: Raw -1552611.288318 + Penalty 3106.062857 = -1549505.225461
  nChanged 61
		SP:Iteration 18Q (94666.340000 sec): 3 clusters
  Score: Raw -1552620.942390 + Penalty 3106.062857 = -1549514.879533
  nChanged 56
		SP:Iteration 19Q (94666.640000 sec): 3 clusters
  Score: Raw -1552629.524720 + Penalty 3106.062857 = -1549523.461862
  nChanged 55
		SP:Iteration 20F (94666.900000 sec): 3 clusters
  Score: Raw -1552640.008194 + Penalty 3106.062857 = -1549533.945336
  nChanged 60
		SP:Iteration 21Q (94667.160000 sec): 3 clusters
  Score: Raw -1552650.294899 + Penalty 3106.062857 = -1549544.232041
  nChanged 65
		SP:Iteration 22Q (94667.460000 sec): 3 clusters
  Score: Raw -1552661.024178 + Penalty 3106.062857 = -1549554.961321
  nChanged 66
		SP:Iteration 23Q (94667.710000 sec): 3 clusters
  Score: Raw -1552674.336685 + Penalty 3106.062857 = -1549568.273828
  nChanged 65
		SP:Iteration 24Q (94667.990000 sec): 3 clusters
  Score: Raw -1552685.359793 + Penalty 3106.062857 = -1549579.296935
  nChanged 52
		SP:Iteration 25Q (94668.250000 sec): 3 clusters
  Score: Raw -1552694.167017 + Penalty 3106.062857 = -1549588.104160
  nChanged 58
		SP:Iteration 26Q (94668.500000 sec): 3 clusters
  Score: Raw -1552704.513318 + Penalty 3106.062857 = -1549598.450461
  nChanged 57
		SP:Iteration 27Q (94668.760000 sec): 3 clusters
  Score: Raw -1552716.271715 + Penalty 3106.062857 = -1549610.208858
  nChanged 58
		SP:Iteration 28Q (94669.020000 sec): 3 clusters
  Score: Raw -1552726.662464 + Penalty 3106.062857 = -1549620.599607
  nChanged 54
		SP:Iteration 29Q (94669.290000 sec): 3 clusters
  Score: Raw -1552736.553540 + Penalty 3106.062857 = -1549630.490683
  nChanged 58
		SP:Iteration 30Q (94669.550000 sec): 3 clusters
  Score: Raw -1552746.100208 + Penalty 3106.062857 = -1549640.037350
  nChanged 54
		SP:Iteration 31Q (94669.810000 sec): 3 clusters
  Score: Raw -1552755.890214 + Penalty 3106.062857 = -1549649.827357
  nChanged 59
		SP:Iteration 32Q (94670.050000 sec): 3 clusters
  Score: Raw -1552766.454342 + Penalty 3106.062857 = -1549660.391485
  nChanged 65
		SP:Iteration 33Q (94670.280000 sec): 3 clusters
  Score: Raw -1552777.636153 + Penalty 3106.062857 = -1549671.573295
  nChanged 62
		SP:Iteration 34Q (94670.610000 sec): 3 clusters
  Score: Raw -1552786.324522 + Penalty 3106.062857 = -1549680.261665
  nChanged 56
		SP:Iteration 35Q (94670.860000 sec): 3 clusters
  Score: Raw -1552794.720385 + Penalty 3106.062857 = -1549688.657528
  nChanged 65
		SP:Iteration 36Q (94671.200000 sec): 3 clusters
  Score: Raw -1552803.634446 + Penalty 3106.062857 = -1549697.571589
  nChanged 51
		SP:Iteration 37Q (94671.440000 sec): 3 clusters
  Score: Raw -1552812.604582 + Penalty 3106.062857 = -1549706.541725
  nChanged 55
		SP:Iteration 38Q (94671.760000 sec): 3 clusters
  Score: Raw -1552822.684626 + Penalty 3106.062857 = -1549716.621768
  nChanged 41
		SP:Iteration 39Q (94671.980000 sec): 3 clusters
  Score: Raw -1552829.079377 + Penalty 3106.062857 = -1549723.016520
  nChanged 37
		SP:Iteration 40F (94672.250000 sec): 3 clusters
  Score: Raw -1552834.223922 + Penalty 3106.062857 = -1549728.161065
  nChanged 51
		SP:Iteration 41Q (94672.520000 sec): 3 clusters
  Score: Raw -1552843.073773 + Penalty 3106.062857 = -1549737.010916
  nChanged 50
		SP:Iteration 42Q (94672.760000 sec): 3 clusters
  Score: Raw -1552851.977035 + Penalty 3106.062857 = -1549745.914177
  nChanged 53
		SP:Iteration 43Q (94673.020000 sec): 3 clusters
  Score: Raw -1552859.338719 + Penalty 3106.062857 = -1549753.275862
  nChanged 43
		SP:Iteration 44Q (94673.290000 sec): 3 clusters
  Score: Raw -1552865.751671 + Penalty 3106.062857 = -1549759.688813
  nChanged 49
		SP:Iteration 45Q (94673.510000 sec): 3 clusters
  Score: Raw -1552873.222012 + Penalty 3106.062857 = -1549767.159155
  nChanged 52
		SP:Iteration 46Q (94673.820000 sec): 3 clusters
  Score: Raw -1552880.609322 + Penalty 3106.062857 = -1549774.546465
  nChanged 51
		SP:Iteration 47Q (94674.100000 sec): 3 clusters
  Score: Raw -1552888.826922 + Penalty 3106.062857 = -1549782.764065
  nChanged 57
		SP:Iteration 48Q (94674.350000 sec): 3 clusters
  Score: Raw -1552900.035635 + Penalty 3106.062857 = -1549793.972778
  nChanged 70
		SP:Iteration 49Q (94674.550000 sec): 3 clusters
  Score: Raw -1552915.247204 + Penalty 3106.062857 = -1549809.184347
  nChanged 66
		SP:Iteration 50Q (94674.780000 sec): 3 clusters
  Score: Raw -1552927.787279 + Penalty 3106.062857 = -1549821.724422
  nChanged 71
		SP:Iteration 51Q (94675.060000 sec): 3 clusters
  Score: Raw -1552941.353628 + Penalty 3106.062857 = -1549835.290771
  nChanged 77
		SP:Iteration 52Q (94675.310000 sec): 3 clusters
  Score: Raw -1552957.408645 + Penalty 3106.062857 = -1549851.345788
  nChanged 76
		SP:Iteration 53Q (94675.590000 sec): 3 clusters
  Score: Raw -1552973.478335 + Penalty 3106.062857 = -1549867.415478
  nChanged 70
		SP:Iteration 54Q (94675.840000 sec): 3 clusters
  Score: Raw -1552985.297386 + Penalty 3106.062857 = -1549879.234529
  nChanged 52
		SP:Iteration 55Q (94676.160000 sec): 3 clusters
  Score: Raw -1552994.001436 + Penalty 3106.062857 = -1549887.938578
  nChanged 54
		SP:Iteration 56Q (94676.480000 sec): 3 clusters
  Score: Raw -1553002.500680 + Penalty 3106.062857 = -1549896.437822
  nChanged 58
		SP:Iteration 57Q (94676.760000 sec): 3 clusters
  Score: Raw -1553011.601065 + Penalty 3106.062857 = -1549905.538208
  nChanged 50
		SP:Iteration 58Q (94677.040000 sec): 3 clusters
  Score: Raw -1553020.613010 + Penalty 3106.062857 = -1549914.550152
  nChanged 55
		SP:Iteration 59Q (94677.320000 sec): 3 clusters
  Score: Raw -1553030.322867 + Penalty 3106.062857 = -1549924.260010
  nChanged 50
		SP:Iteration 60F (94677.600000 sec): 3 clusters
  Score: Raw -1553038.116561 + Penalty 3106.062857 = -1549932.053704
  nChanged 49
		SP:Iteration 61Q (94677.900000 sec): 3 clusters
  Score: Raw -1553048.015439 + Penalty 3106.062857 = -1549941.952581
  nChanged 48
		SP:Iteration 62Q (94678.110000 sec): 3 clusters
  Score: Raw -1553056.260438 + Penalty 3106.062857 = -1549950.197581
  nChanged 53
		SP:Iteration 63Q (94678.370000 sec): 3 clusters
  Score: Raw -1553065.501358 + Penalty 3106.062857 = -1549959.438501
  nChanged 53
		SP:Iteration 64Q (94678.640000 sec): 3 clusters
  Score: Raw -1553074.602917 + Penalty 3106.062857 = -1549968.540060
  nChanged 42
		SP:Iteration 65Q (94678.880000 sec): 3 clusters
  Score: Raw -1553081.135304 + Penalty 3106.062857 = -1549975.072447
  nChanged 41
		SP:Iteration 66Q (94679.140000 sec): 3 clusters
  Score: Raw -1553089.410045 + Penalty 3106.062857 = -1549983.347188
  nChanged 47
		SP:Iteration 67Q (94679.400000 sec): 3 clusters
  Score: Raw -1553097.396195 + Penalty 3106.062857 = -1549991.333338
  nChanged 39
		SP:Iteration 68Q (94679.620000 sec): 3 clusters
  Score: Raw -1553103.181617 + Penalty 3106.062857 = -1549997.118760
  nChanged 38
		SP:Iteration 69Q (94679.860000 sec): 3 clusters
  Score: Raw -1553110.417174 + Penalty 3106.062857 = -1550004.354317
  nChanged 37
		SP:Iteration 70Q (94680.060000 sec): 3 clusters
  Score: Raw -1553117.752104 + Penalty 3106.062857 = -1550011.689247
  nChanged 43
		SP:Iteration 71Q (94680.320000 sec): 3 clusters
  Score: Raw -1553124.224504 + Penalty 3106.062857 = -1550018.161646
  nChanged 40
		SP:Iteration 72Q (94680.530000 sec): 3 clusters
  Score: Raw -1553129.822413 + Penalty 3106.062857 = -1550023.759556
  nChanged 43
		SP:Iteration 73Q (94680.770000 sec): 3 clusters
  Score: Raw -1553137.634415 + Penalty 3106.062857 = -1550031.571558
  nChanged 42
		SP:Iteration 74Q (94681.010000 sec): 3 clusters
  Score: Raw -1553144.527528 + Penalty 3106.062857 = -1550038.464671
  nChanged 41
		SP:Iteration 75Q (94681.250000 sec): 3 clusters
  Score: Raw -1553151.998002 + Penalty 3106.062857 = -1550045.935145
  nChanged 53
		SP:Iteration 76Q (94681.510000 sec): 3 clusters
  Score: Raw -1553162.914056 + Penalty 3106.062857 = -1550056.851198
  nChanged 42
		SP:Iteration 77Q (94681.760000 sec): 3 clusters
  Score: Raw -1553171.089561 + Penalty 3106.062857 = -1550065.026704
  nChanged 36
		SP:Iteration 78Q (94682.060000 sec): 3 clusters
  Score: Raw -1553177.782811 + Penalty 3106.062857 = -1550071.719954
  nChanged 35
		SP:Iteration 79Q (94682.330000 sec): 3 clusters
  Score: Raw -1553183.895506 + Penalty 3106.062857 = -1550077.832649
  nChanged 39
		SP:Iteration 80F (94682.590000 sec): 3 clusters
  Score: Raw -1553190.827505 + Penalty 3106.062857 = -1550084.764648
  nChanged 36
		SP:Iteration 81Q (94682.870000 sec): 3 clusters
  Score: Raw -1553196.324668 + Penalty 3106.062857 = -1550090.261810
  nChanged 30
		SP:Iteration 82Q (94683.160000 sec): 3 clusters
  Score: Raw -1553201.751610 + Penalty 3106.062857 = -1550095.688752
  nChanged 38
		SP:Iteration 83Q (94683.400000 sec): 3 clusters
  Score: Raw -1553206.787155 + Penalty 3106.062857 = -1550100.724298
  nChanged 44
		SP:Iteration 84Q (94683.620000 sec): 3 clusters
  Score: Raw -1553212.950965 + Penalty 3106.062857 = -1550106.888108
  nChanged 30
		SP:Iteration 85Q (94683.940000 sec): 3 clusters
  Score: Raw -1553217.189728 + Penalty 3106.062857 = -1550111.126871
  nChanged 38
		SP:Iteration 86Q (94684.260000 sec): 3 clusters
  Score: Raw -1553224.024564 + Penalty 3106.062857 = -1550117.961707
  nChanged 37
		SP:Iteration 87Q (94684.560000 sec): 3 clusters
  Score: Raw -1553230.770676 + Penalty 3106.062857 = -1550124.707819
  nChanged 49
		SP:Iteration 88Q (94684.790000 sec): 3 clusters
  Score: Raw -1553242.270788 + Penalty 3106.062857 = -1550136.207931
  nChanged 66
		SP:Iteration 89Q (94685.000000 sec): 3 clusters
  Score: Raw -1553258.841362 + Penalty 3106.062857 = -1550152.778505
  nChanged 63
		SP:Iteration 90Q (94685.300000 sec): 3 clusters
  Score: Raw -1553275.312407 + Penalty 3106.062857 = -1550169.249550
  nChanged 63
		SP:Iteration 91Q (94685.610000 sec): 3 clusters
  Score: Raw -1553291.443648 + Penalty 3106.062857 = -1550185.380791
  nChanged 57
		SP:Iteration 92Q (94685.860000 sec): 3 clusters
  Score: Raw -1553304.811481 + Penalty 3106.062857 = -1550198.748623
  nChanged 57
		SP:Iteration 93Q (94686.150000 sec): 3 clusters
  Score: Raw -1553318.953777 + Penalty 3106.062857 = -1550212.890920
  nChanged 61
		SP:Iteration 94Q (94686.460000 sec): 3 clusters
  Score: Raw -1553334.373338 + Penalty 3106.062857 = -1550228.310481
  nChanged 67
		SP:Iteration 95Q (94686.740000 sec): 3 clusters
  Score: Raw -1553356.873913 + Penalty 3106.062857 = -1550250.811056
  nChanged 69
		SP:Iteration 96Q (94687.030000 sec): 3 clusters
  Score: Raw -1553375.718457 + Penalty 3106.062857 = -1550269.655600
  nChanged 62
		SP:Iteration 97Q (94687.290000 sec): 3 clusters
  Score: Raw -1553391.134121 + Penalty 3106.062857 = -1550285.071263
  nChanged 55
		SP:Iteration 98Q (94687.550000 sec): 3 clusters
  Score: Raw -1553405.091136 + Penalty 3106.062857 = -1550299.028278
  nChanged 67
		SP:Iteration 99Q (94687.840000 sec): 3 clusters
  Score: Raw -1553423.591151 + Penalty 3106.062857 = -1550317.528294
  nChanged 57
		SP:Iteration 100F (94688.140000 sec): 3 clusters
  Score: Raw -1553436.745464 + Penalty 3106.062857 = -1550330.682607
  nChanged 49
		SP:Iteration 101Q (94688.320000 sec): 3 clusters
  Score: Raw -1553449.392238 + Penalty 3106.062857 = -1550343.329381
  nChanged 63
		SP:Iteration 102Q (94688.560000 sec): 3 clusters
  Score: Raw -1553467.031282 + Penalty 3106.062857 = -1550360.968425
  nChanged 60
		SP:Iteration 103Q (94688.850000 sec): 3 clusters
  Score: Raw -1553484.475729 + Penalty 3106.062857 = -1550378.412872
  nChanged 56
		SP:Iteration 104Q (94689.110000 sec): 3 clusters
  Score: Raw -1553499.209203 + Penalty 3106.062857 = -1550393.146345
  nChanged 50
		SP:Iteration 105Q (94689.340000 sec): 3 clusters
  Score: Raw -1553514.373518 + Penalty 3106.062857 = -1550408.310661
  nChanged 59
		SP:Iteration 106Q (94689.680000 sec): 3 clusters
  Score: Raw -1553530.477370 + Penalty 3106.062857 = -1550424.414512
  nChanged 62
		SP:Iteration 107Q (94689.960000 sec): 3 clusters
  Score: Raw -1553549.648586 + Penalty 3106.062857 = -1550443.585729
  nChanged 57
		SP:Iteration 108Q (94690.200000 sec): 3 clusters
  Score: Raw -1553570.943446 + Penalty 3106.062857 = -1550464.880589
  nChanged 67
		SP:Iteration 109Q (94690.460000 sec): 3 clusters
  Score: Raw -1553597.881123 + Penalty 3106.062857 = -1550491.818266
  nChanged 64
		SP:Iteration 110Q (94690.740000 sec): 3 clusters
  Score: Raw -1553619.644783 + Penalty 3106.062857 = -1550513.581926
  nChanged 58
		SP:Iteration 111Q (94690.960000 sec): 3 clusters
  Score: Raw -1553639.870858 + Penalty 3106.062857 = -1550533.808001
  nChanged 59
		SP:Iteration 112Q (94691.190000 sec): 3 clusters
  Score: Raw -1553665.908913 + Penalty 3106.062857 = -1550559.846056
  nChanged 56
		SP:Iteration 113Q (94691.470000 sec): 3 clusters
  Score: Raw -1553687.590045 + Penalty 3106.062857 = -1550581.527188
  nChanged 48
		SP:Iteration 114Q (94691.690000 sec): 3 clusters
  Score: Raw -1553702.607611 + Penalty 3106.062857 = -1550596.544754
  nChanged 41
		SP:Iteration 115Q (94692.000000 sec): 3 clusters
  Score: Raw -1553717.435248 + Penalty 3106.062857 = -1550611.372390
  nChanged 40
		SP:Iteration 116Q (94692.270000 sec): 3 clusters
  Score: Raw -1553732.895834 + Penalty 3106.062857 = -1550626.832976
  nChanged 32
		SP:Iteration 117Q (94692.470000 sec): 3 clusters
  Score: Raw -1553746.650513 + Penalty 3106.062857 = -1550640.587656
  nChanged 27
		SP:Iteration 118Q (94692.750000 sec): 3 clusters
  Score: Raw -1553757.126770 + Penalty 3106.062857 = -1550651.063913
  nChanged 37
		SP:Iteration 119Q (94692.990000 sec): 3 clusters
  Score: Raw -1553768.909585 + Penalty 3106.062857 = -1550662.846728
  nChanged 27
		SP:Iteration 120F (94693.300000 sec): 3 clusters
  Score: Raw -1553779.926113 + Penalty 3106.062857 = -1550673.863255
  nChanged 26
		SP:Iteration 121Q (94693.530000 sec): 3 clusters
  Score: Raw -1553789.454272 + Penalty 3106.062857 = -1550683.391415
  nChanged 19
		SP:Iteration 122Q (94693.770000 sec): 3 clusters
  Score: Raw -1553795.809799 + Penalty 3106.062857 = -1550689.746942
  nChanged 18
		SP:Iteration 123Q (94693.980000 sec): 3 clusters
  Score: Raw -1553801.832292 + Penalty 3106.062857 = -1550695.769435
  nChanged 13
		SP:Iteration 124Q (94694.240000 sec): 3 clusters
  Score: Raw -1553805.931706 + Penalty 3106.062857 = -1550699.868849
  nChanged 14
		SP:Iteration 125Q (94694.490000 sec): 3 clusters
  Score: Raw -1553809.583609 + Penalty 3106.062857 = -1550703.520752
  nChanged 14
		SP:Iteration 126Q (94694.670000 sec): 3 clusters
  Score: Raw -1553815.426593 + Penalty 3106.062857 = -1550709.363736
  nChanged 8
		SP:Iteration 127Q (94694.950000 sec): 3 clusters
  Score: Raw -1553818.710919 + Penalty 3106.062857 = -1550712.648062
  nChanged 12
		SP:Iteration 128Q (94695.230000 sec): 3 clusters
  Score: Raw -1553825.264143 + Penalty 3106.062857 = -1550719.201286
  nChanged 16
		SP:Iteration 129Q (94695.450000 sec): 3 clusters
  Score: Raw -1553831.390651 + Penalty 3106.062857 = -1550725.327794
  nChanged 8
		SP:Iteration 130Q (94695.670000 sec): 3 clusters
  Score: Raw -1553834.456649 + Penalty 3106.062857 = -1550728.393791
  nChanged 7
		SP:Iteration 131Q (94695.900000 sec): 3 clusters
  Score: Raw -1553836.702900 + Penalty 3106.062857 = -1550730.640043
  nChanged 6
		SP:Iteration 132Q (94696.170000 sec): 3 clusters
  Score: Raw -1553838.503002 + Penalty 3106.062857 = -1550732.440145
  nChanged 6
		SP:Iteration 133Q (94696.480000 sec): 3 clusters
  Score: Raw -1553840.336942 + Penalty 3106.062857 = -1550734.274084
  nChanged 3
		SP:Iteration 134Q (94696.740000 sec): 3 clusters
  Score: Raw -1553840.905549 + Penalty 3106.062857 = -1550734.842692
  nChanged 6
		SP:Iteration 135Q (94696.980000 sec): 3 clusters
  Score: Raw -1553843.728698 + Penalty 3106.062857 = -1550737.665841
  nChanged 5
		SP:Iteration 136Q (94697.240000 sec): 3 clusters
  Score: Raw -1553845.972174 + Penalty 3106.062857 = -1550739.909317
  nChanged 4
		SP:Iteration 137Q (94697.500000 sec): 3 clusters
  Score: Raw -1553849.369758 + Penalty 3106.062857 = -1550743.306901
  nChanged 7
		SP:Iteration 138Q (94697.780000 sec): 3 clusters
  Score: Raw -1553852.022544 + Penalty 3106.062857 = -1550745.959686
  nChanged 5
		SP:Iteration 139Q (94698.070000 sec): 3 clusters
  Score: Raw -1553853.538384 + Penalty 3106.062857 = -1550747.475527
  nChanged 4
		SP:Iteration 140F (94698.300000 sec): 3 clusters
  Score: Raw -1553855.350917 + Penalty 3106.062857 = -1550749.288060
  nChanged 5
		SP:Iteration 141Q (94698.590000 sec): 3 clusters
  Score: Raw -1553857.980515 + Penalty 3106.062857 = -1550751.917657
  nChanged 8
		SP:Iteration 142Q (94698.850000 sec): 3 clusters
  Score: Raw -1553861.144872 + Penalty 3106.062857 = -1550755.082015
  nChanged 8
		SP:Iteration 143Q (94699.100000 sec): 3 clusters
  Score: Raw -1553864.867043 + Penalty 3106.062857 = -1550758.804186
  nChanged 14
		SP:Iteration 144Q (94699.400000 sec): 3 clusters
  Score: Raw -1553871.573231 + Penalty 3106.062857 = -1550765.510374
  nChanged 15
		SP:Iteration 145Q (94699.650000 sec): 3 clusters
  Score: Raw -1553876.949337 + Penalty 3106.062857 = -1550770.886480
  nChanged 12
		SP:Iteration 146Q (94699.960000 sec): 3 clusters
  Score: Raw -1553882.457792 + Penalty 3106.062857 = -1550776.394935
  nChanged 9
		SP:Iteration 147Q (94700.180000 sec): 3 clusters
  Score: Raw -1553887.234242 + Penalty 3106.062857 = -1550781.171385
  nChanged 7
		SP:Iteration 148Q (94700.430000 sec): 3 clusters
  Score: Raw -1553890.881446 + Penalty 3106.062857 = -1550784.818589
  nChanged 11
		SP:Iteration 149Q (94700.730000 sec): 3 clusters
  Score: Raw -1553894.031367 + Penalty 3106.062857 = -1550787.968510
  nChanged 8
		SP:Iteration 150Q (94700.990000 sec): 3 clusters
  Score: Raw -1553897.430840 + Penalty 3106.062857 = -1550791.367983
  nChanged 7
		SP:Iteration 151Q (94701.240000 sec): 3 clusters
  Score: Raw -1553899.756331 + Penalty 3106.062857 = -1550793.693473
  nChanged 8
		SP:Iteration 152Q (94701.460000 sec): 3 clusters
  Score: Raw -1553902.638759 + Penalty 3106.062857 = -1550796.575902
  nChanged 9
		SP:Iteration 153Q (94701.750000 sec): 3 clusters
  Score: Raw -1553905.995627 + Penalty 3106.062857 = -1550799.932770
  nChanged 8
		SP:Iteration 154Q (94702.000000 sec): 3 clusters
  Score: Raw -1553908.522740 + Penalty 3106.062857 = -1550802.459883
  nChanged 6
		SP:Iteration 155Q (94702.270000 sec): 3 clusters
  Score: Raw -1553910.898423 + Penalty 3106.062857 = -1550804.835566
  nChanged 8
		SP:Iteration 156Q (94702.540000 sec): 3 clusters
  Score: Raw -1553913.255333 + Penalty 3106.062857 = -1550807.192476
  nChanged 7
		SP:Iteration 157Q (94702.820000 sec): 3 clusters
  Score: Raw -1553915.938252 + Penalty 3106.062857 = -1550809.875395
  nChanged 8
		SP:Iteration 158Q (94703.100000 sec): 3 clusters
  Score: Raw -1553919.293746 + Penalty 3106.062857 = -1550813.230889
  nChanged 8
		SP:Iteration 159Q (94703.350000 sec): 3 clusters
  Score: Raw -1553922.230972 + Penalty 3106.062857 = -1550816.168115
  nChanged 3
		SP:Iteration 160F (94703.660000 sec): 3 clusters
  Score: Raw -1553922.738733 + Penalty 3106.062857 = -1550816.675876
  nChanged 1
		SP:Iteration 161Q (94703.940000 sec): 3 clusters
  Score: Raw -1553922.825271 + Penalty 3106.062857 = -1550816.762414
  nChanged 1
		SP:Iteration 162Q (94704.190000 sec): 3 clusters
  Score: Raw -1553923.131683 + Penalty 3106.062857 = -1550817.068826
  nChanged 0
		SP:Iteration 163F (94704.430000 sec): 3 clusters
  Score: Raw -1553923.131683 + Penalty 3106.062857 = -1550817.068826
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94704.570000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94704.740000 sec): 3 clusters
  Score: Raw -19165.214545 + Penalty 1708.685996 = -17456.528549
  nChanged 26
		SP:Iteration 1F (94704.890000 sec): 3 clusters
  Score: Raw -19258.108821 + Penalty 1708.685996 = -17549.422825
  nChanged 7
		SP:Iteration 2Q (94705.020000 sec): 3 clusters
  Score: Raw -19295.127351 + Penalty 1708.685996 = -17586.441355
  nChanged 8
		SP:Iteration 3Q (94705.220000 sec): 3 clusters
  Score: Raw -19320.944153 + Penalty 1708.685996 = -17612.258157
  nChanged 2
		SP:Iteration 4Q (94705.380000 sec): 3 clusters
  Score: Raw -19324.141174 + Penalty 1708.685996 = -17615.455178
  nChanged 1
		SP:Iteration 5Q (94705.550000 sec): 3 clusters
  Score: Raw -19325.954071 + Penalty 1708.685996 = -17617.268075
  nChanged 1
		SP:Iteration 6Q (94705.700000 sec): 3 clusters
  Score: Raw -19330.908710 + Penalty 1708.685996 = -17622.222714
  nChanged 2
		SP:Iteration 7Q (94705.860000 sec): 3 clusters
  Score: Raw -19340.212906 + Penalty 1708.685996 = -17631.526910
  nChanged 2
		SP:Iteration 8Q (94706.040000 sec): 3 clusters
  Score: Raw -19347.880979 + Penalty 1708.685996 = -17639.194983
  nChanged 2
		SP:Iteration 9Q (94706.250000 sec): 3 clusters
  Score: Raw -19360.343774 + Penalty 1708.685996 = -17651.657778
  nChanged 3
		SP:Iteration 10Q (94706.470000 sec): 3 clusters
  Score: Raw -19370.985725 + Penalty 1708.685996 = -17662.299729
  nChanged 1
		SP:Iteration 11Q (94706.600000 sec): 3 clusters
  Score: Raw -19376.891799 + Penalty 1708.685996 = -17668.205803
  nChanged 0
		SP:Iteration 12F (94706.820000 sec): 3 clusters
  Score: Raw -19376.891799 + Penalty 1708.685996 = -17668.205803
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (362024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94708.550000 sec): 2 clusters
  Score: Raw -44032340.198642 + Penalty 2079.913190 = -44030260.285452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94710.480000 sec): 3 clusters
  Score: Raw -43789891.600478 + Penalty 4159.826381 = -43785731.774097
  nChanged 176995
		SP:Iteration 1F (94712.280000 sec): 3 clusters
  Score: Raw -43897952.916518 + Penalty 4159.826381 = -43893793.090137
  nChanged 14824
		SP:Iteration 2Q (94714.370000 sec): 3 clusters
  Score: Raw -43903057.381054 + Penalty 4159.826381 = -43898897.554673
  nChanged 19086
		SP:Iteration 3F (94716.440000 sec): 3 clusters
  Score: Raw -43912016.106722 + Penalty 4159.826381 = -43907856.280341
  nChanged 24863
		SP:Iteration 4F (94718.220000 sec): 3 clusters
  Score: Raw -43927821.362356 + Penalty 4159.826381 = -43923661.535975
  nChanged 30117
		SP:Iteration 5F (94720.250000 sec): 3 clusters
  Score: Raw -43951980.344995 + Penalty 4159.826381 = -43947820.518615
  nChanged 31414
		SP:Iteration 6F (94722.460000 sec): 3 clusters
  Score: Raw -43981566.368265 + Penalty 4159.826381 = -43977406.541885
  nChanged 25878
		SP:Iteration 7F (94724.500000 sec): 3 clusters
  Score: Raw -44007646.727643 + Penalty 4159.826381 = -44003486.901262
  nChanged 15616
		SP:Iteration 8Q (94726.650000 sec): 3 clusters
  Score: Raw -44023264.429866 + Penalty 4159.826381 = -44019104.603486
  nChanged 6685
		SP:Iteration 9Q (94728.370000 sec): 3 clusters
  Score: Raw -44029580.883171 + Penalty 4159.826381 = -44025421.056790
  nChanged 2290
		SP:Iteration 10Q (94730.000000 sec): 3 clusters
  Score: Raw -44031668.321534 + Penalty 4159.826381 = -44027508.495153
  nChanged 611
		SP:Iteration 11Q (94731.670000 sec): 3 clusters
  Score: Raw -44032216.119404 + Penalty 4159.826381 = -44028056.293023
  nChanged 186
		SP:Iteration 12Q (94733.270000 sec): 3 clusters
  Score: Raw -44032407.300859 + Penalty 4159.826381 = -44028247.474478
  nChanged 68
		SP:Iteration 13Q (94734.810000 sec): 3 clusters
  Score: Raw -44032481.598508 + Penalty 4159.826381 = -44028321.772128
  nChanged 34
		SP:Iteration 14Q (94736.520000 sec): 3 clusters
  Score: Raw -44032516.407460 + Penalty 4159.826381 = -44028356.581079
  nChanged 19
		SP:Iteration 15Q (94738.080000 sec): 3 clusters
  Score: Raw -44032532.020550 + Penalty 4159.826381 = -44028372.194170
  nChanged 11
		SP:Iteration 16Q (94739.600000 sec): 3 clusters
  Score: Raw -44032542.543441 + Penalty 4159.826381 = -44028382.717060
  nChanged 7
		SP:Iteration 17Q (94741.380000 sec): 3 clusters
  Score: Raw -44032552.980640 + Penalty 4159.826381 = -44028393.154259
  nChanged 5
		SP:Iteration 18Q (94743.080000 sec): 3 clusters
  Score: Raw -44032564.775538 + Penalty 4159.826381 = -44028404.949157
  nChanged 7
		SP:Iteration 19Q (94744.760000 sec): 3 clusters
  Score: Raw -44032573.324263 + Penalty 4159.826381 = -44028413.497882
  nChanged 5
		SP:Iteration 20F (94746.630000 sec): 3 clusters
  Score: Raw -44032579.418026 + Penalty 4159.826381 = -44028419.591645
  nChanged 5
		SP:Iteration 21Q (94748.380000 sec): 3 clusters
  Score: Raw -44032582.535721 + Penalty 4159.826381 = -44028422.709340
  nChanged 2
		SP:Iteration 22Q (94749.980000 sec): 3 clusters
  Score: Raw -44032585.054537 + Penalty 4159.826381 = -44028425.228156
  nChanged 2
		SP:Iteration 23Q (94751.470000 sec): 3 clusters
  Score: Raw -44032589.172260 + Penalty 4159.826381 = -44028429.345879
  nChanged 2
		SP:Iteration 24Q (94752.990000 sec): 3 clusters
  Score: Raw -44032591.214346 + Penalty 4159.826381 = -44028431.387965
  nChanged 0
		SP:Iteration 25F (94754.630000 sec): 3 clusters
  Score: Raw -44032591.214346 + Penalty 4159.826381 = -44028431.387965
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94754.970000 sec): 2 clusters
  Score: Raw -2567900.720368 + Penalty 1627.971860 = -2566272.748508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94755.260000 sec): 3 clusters
  Score: Raw -2554218.161230 + Penalty 3255.943720 = -2550962.217511
  nChanged 10171
		SP:Iteration 1F (94755.540000 sec): 3 clusters
  Score: Raw -2559993.310167 + Penalty 3255.943720 = -2556737.366447
  nChanged 1271
		SP:Iteration 2F (94755.790000 sec): 3 clusters
  Score: Raw -2560645.262167 + Penalty 3255.943720 = -2557389.318448
  nChanged 1368
		SP:Iteration 3F (94756.070000 sec): 3 clusters
  Score: Raw -2561466.450121 + Penalty 3255.943720 = -2558210.506402
  nChanged 1429
		SP:Iteration 4F (94756.320000 sec): 3 clusters
  Score: Raw -2562370.463524 + Penalty 3255.943720 = -2559114.519804
  nChanged 1423
		SP:Iteration 5F (94756.570000 sec): 3 clusters
  Score: Raw -2563226.614793 + Penalty 3255.943720 = -2559970.671074
  nChanged 1276
		SP:Iteration 6F (94756.890000 sec): 3 clusters
  Score: Raw -2563873.101137 + Penalty 3255.943720 = -2560617.157417
  nChanged 1038
		SP:Iteration 7Q (94757.160000 sec): 3 clusters
  Score: Raw -2564302.352316 + Penalty 3255.943720 = -2561046.408597
  nChanged 785
		SP:Iteration 8Q (94757.470000 sec): 3 clusters
  Score: Raw -2564622.532540 + Penalty 3255.943720 = -2561366.588820
  nChanged 634
		SP:Iteration 9Q (94757.740000 sec): 3 clusters
  Score: Raw -2564881.138303 + Penalty 3255.943720 = -2561625.194584
  nChanged 605
		SP:Iteration 10Q (94758.050000 sec): 3 clusters
  Score: Raw -2565153.111613 + Penalty 3255.943720 = -2561897.167894
  nChanged 555
		SP:Iteration 11Q (94758.330000 sec): 3 clusters
  Score: Raw -2565394.995529 + Penalty 3255.943720 = -2562139.051810
  nChanged 505
		SP:Iteration 12Q (94758.590000 sec): 3 clusters
  Score: Raw -2565605.712107 + Penalty 3255.943720 = -2562349.768388
  nChanged 475
		SP:Iteration 13Q (94758.910000 sec): 3 clusters
  Score: Raw -2565779.639454 + Penalty 3255.943720 = -2562523.695734
  nChanged 394
		SP:Iteration 14Q (94759.140000 sec): 3 clusters
  Score: Raw -2565907.848385 + Penalty 3255.943720 = -2562651.904665
  nChanged 331
		SP:Iteration 15Q (94759.380000 sec): 3 clusters
  Score: Raw -2566008.202640 + Penalty 3255.943720 = -2562752.258920
  nChanged 290
		SP:Iteration 16Q (94759.650000 sec): 3 clusters
  Score: Raw -2566087.592633 + Penalty 3255.943720 = -2562831.648914
  nChanged 237
		SP:Iteration 17Q (94759.940000 sec): 3 clusters
  Score: Raw -2566150.655425 + Penalty 3255.943720 = -2562894.711705
  nChanged 210
		SP:Iteration 18Q (94760.220000 sec): 3 clusters
  Score: Raw -2566206.454331 + Penalty 3255.943720 = -2562950.510611
  nChanged 182
		SP:Iteration 19Q (94760.490000 sec): 3 clusters
  Score: Raw -2566252.623959 + Penalty 3255.943720 = -2562996.680240
  nChanged 179
		SP:Iteration 20F (94760.770000 sec): 3 clusters
  Score: Raw -2566297.943089 + Penalty 3255.943720 = -2563041.999370
  nChanged 186
		SP:Iteration 21Q (94761.060000 sec): 3 clusters
  Score: Raw -2566338.810636 + Penalty 3255.943720 = -2563082.866916
  nChanged 185
		SP:Iteration 22Q (94761.370000 sec): 3 clusters
  Score: Raw -2566380.345387 + Penalty 3255.943720 = -2563124.401667
  nChanged 170
		SP:Iteration 23Q (94761.610000 sec): 3 clusters
  Score: Raw -2566417.128230 + Penalty 3255.943720 = -2563161.184511
  nChanged 157
		SP:Iteration 24Q (94761.870000 sec): 3 clusters
  Score: Raw -2566449.078069 + Penalty 3255.943720 = -2563193.134349
  nChanged 160
		SP:Iteration 25Q (94762.150000 sec): 3 clusters
  Score: Raw -2566481.460351 + Penalty 3255.943720 = -2563225.516631
  nChanged 145
		SP:Iteration 26Q (94762.470000 sec): 3 clusters
  Score: Raw -2566510.631649 + Penalty 3255.943720 = -2563254.687929
  nChanged 147
		SP:Iteration 27Q (94762.740000 sec): 3 clusters
  Score: Raw -2566536.777401 + Penalty 3255.943720 = -2563280.833681
  nChanged 137
		SP:Iteration 28Q (94762.980000 sec): 3 clusters
  Score: Raw -2566563.700956 + Penalty 3255.943720 = -2563307.757236
  nChanged 146
		SP:Iteration 29Q (94763.290000 sec): 3 clusters
  Score: Raw -2566588.856854 + Penalty 3255.943720 = -2563332.913134
  nChanged 143
		SP:Iteration 30Q (94763.520000 sec): 3 clusters
  Score: Raw -2566612.504532 + Penalty 3255.943720 = -2563356.560812
  nChanged 144
		SP:Iteration 31Q (94763.790000 sec): 3 clusters
  Score: Raw -2566640.537511 + Penalty 3255.943720 = -2563384.593792
  nChanged 150
		SP:Iteration 32Q (94764.100000 sec): 3 clusters
  Score: Raw -2566672.719124 + Penalty 3255.943720 = -2563416.775404
  nChanged 147
		SP:Iteration 33Q (94764.370000 sec): 3 clusters
  Score: Raw -2566702.301686 + Penalty 3255.943720 = -2563446.357967
  nChanged 147
		SP:Iteration 34Q (94764.700000 sec): 3 clusters
  Score: Raw -2566732.342861 + Penalty 3255.943720 = -2563476.399142
  nChanged 143
		SP:Iteration 35Q (94764.950000 sec): 3 clusters
  Score: Raw -2566758.179622 + Penalty 3255.943720 = -2563502.235903
  nChanged 156
		SP:Iteration 36Q (94765.250000 sec): 3 clusters
  Score: Raw -2566789.563568 + Penalty 3255.943720 = -2563533.619849
  nChanged 164
		SP:Iteration 37Q (94765.510000 sec): 3 clusters
  Score: Raw -2566822.523983 + Penalty 3255.943720 = -2563566.580263
  nChanged 176
		SP:Iteration 38Q (94765.800000 sec): 3 clusters
  Score: Raw -2566861.990745 + Penalty 3255.943720 = -2563606.047025
  nChanged 187
		SP:Iteration 39Q (94766.020000 sec): 3 clusters
  Score: Raw -2566902.863515 + Penalty 3255.943720 = -2563646.919795
  nChanged 162
		SP:Iteration 40F (94766.280000 sec): 3 clusters
  Score: Raw -2566938.834077 + Penalty 3255.943720 = -2563682.890357
  nChanged 173
		SP:Iteration 41Q (94766.530000 sec): 3 clusters
  Score: Raw -2566978.239737 + Penalty 3255.943720 = -2563722.296017
  nChanged 169
		SP:Iteration 42Q (94766.820000 sec): 3 clusters
  Score: Raw -2567017.399915 + Penalty 3255.943720 = -2563761.456196
  nChanged 165
		SP:Iteration 43Q (94767.080000 sec): 3 clusters
  Score: Raw -2567060.879208 + Penalty 3255.943720 = -2563804.935488
  nChanged 184
		SP:Iteration 44Q (94767.370000 sec): 3 clusters
  Score: Raw -2567114.476398 + Penalty 3255.943720 = -2563858.532679
  nChanged 192
		SP:Iteration 45Q (94767.700000 sec): 3 clusters
  Score: Raw -2567172.472772 + Penalty 3255.943720 = -2563916.529052
  nChanged 179
		SP:Iteration 46Q (94767.980000 sec): 3 clusters
  Score: Raw -2567225.949049 + Penalty 3255.943720 = -2563970.005329
  nChanged 159
		SP:Iteration 47Q (94768.310000 sec): 3 clusters
  Score: Raw -2567271.570266 + Penalty 3255.943720 = -2564015.626546
  nChanged 147
		SP:Iteration 48Q (94768.530000 sec): 3 clusters
  Score: Raw -2567315.420727 + Penalty 3255.943720 = -2564059.477007
  nChanged 135
		SP:Iteration 49Q (94768.830000 sec): 3 clusters
  Score: Raw -2567352.192897 + Penalty 3255.943720 = -2564096.249178
  nChanged 141
		SP:Iteration 50Q (94769.030000 sec): 3 clusters
  Score: Raw -2567392.775911 + Penalty 3255.943720 = -2564136.832191
  nChanged 133
		SP:Iteration 51Q (94769.330000 sec): 3 clusters
  Score: Raw -2567430.889498 + Penalty 3255.943720 = -2564174.945778
  nChanged 133
		SP:Iteration 52Q (94769.560000 sec): 3 clusters
  Score: Raw -2567472.150551 + Penalty 3255.943720 = -2564216.206831
  nChanged 137
		SP:Iteration 53Q (94769.860000 sec): 3 clusters
  Score: Raw -2567516.270054 + Penalty 3255.943720 = -2564260.326334
  nChanged 119
		SP:Iteration 54Q (94770.080000 sec): 3 clusters
  Score: Raw -2567555.853078 + Penalty 3255.943720 = -2564299.909359
  nChanged 126
		SP:Iteration 55Q (94770.380000 sec): 3 clusters
  Score: Raw -2567595.551233 + Penalty 3255.943720 = -2564339.607513
  nChanged 124
		SP:Iteration 56Q (94770.650000 sec): 3 clusters
  Score: Raw -2567630.371361 + Penalty 3255.943720 = -2564374.427641
  nChanged 98
		SP:Iteration 57Q (94770.890000 sec): 3 clusters
  Score: Raw -2567656.912079 + Penalty 3255.943720 = -2564400.968359
  nChanged 103
		SP:Iteration 58Q (94771.160000 sec): 3 clusters
  Score: Raw -2567684.071455 + Penalty 3255.943720 = -2564428.127735
  nChanged 85
		SP:Iteration 59Q (94771.400000 sec): 3 clusters
  Score: Raw -2567705.809893 + Penalty 3255.943720 = -2564449.866174
  nChanged 80
		SP:Iteration 60F (94771.710000 sec): 3 clusters
  Score: Raw -2567727.333687 + Penalty 3255.943720 = -2564471.389967
  nChanged 86
		SP:Iteration 61Q (94771.970000 sec): 3 clusters
  Score: Raw -2567754.554993 + Penalty 3255.943720 = -2564498.611273
  nChanged 78
		SP:Iteration 62Q (94772.260000 sec): 3 clusters
  Score: Raw -2567780.143856 + Penalty 3255.943720 = -2564524.200137
  nChanged 75
		SP:Iteration 63Q (94772.520000 sec): 3 clusters
  Score: Raw -2567805.511400 + Penalty 3255.943720 = -2564549.567680
  nChanged 68
		SP:Iteration 64Q (94772.780000 sec): 3 clusters
  Score: Raw -2567830.750361 + Penalty 3255.943720 = -2564574.806641
  nChanged 69
		SP:Iteration 65Q (94773.040000 sec): 3 clusters
  Score: Raw -2567855.185199 + Penalty 3255.943720 = -2564599.241480
  nChanged 53
		SP:Iteration 66Q (94773.320000 sec): 3 clusters
  Score: Raw -2567873.036169 + Penalty 3255.943720 = -2564617.092450
  nChanged 56
		SP:Iteration 67Q (94773.550000 sec): 3 clusters
  Score: Raw -2567894.918187 + Penalty 3255.943720 = -2564638.974467
  nChanged 62
		SP:Iteration 68Q (94773.860000 sec): 3 clusters
  Score: Raw -2567915.715116 + Penalty 3255.943720 = -2564659.771396
  nChanged 53
		SP:Iteration 69Q (94774.080000 sec): 3 clusters
  Score: Raw -2567933.518295 + Penalty 3255.943720 = -2564677.574575
  nChanged 52
		SP:Iteration 70Q (94774.380000 sec): 3 clusters
  Score: Raw -2567948.545959 + Penalty 3255.943720 = -2564692.602239
  nChanged 49
		SP:Iteration 71Q (94774.590000 sec): 3 clusters
  Score: Raw -2567965.402570 + Penalty 3255.943720 = -2564709.458850
  nChanged 44
		SP:Iteration 72Q (94774.840000 sec): 3 clusters
  Score: Raw -2567982.182110 + Penalty 3255.943720 = -2564726.238390
  nChanged 57
		SP:Iteration 73Q (94775.100000 sec): 3 clusters
  Score: Raw -2567999.902516 + Penalty 3255.943720 = -2564743.958796
  nChanged 31
		SP:Iteration 74Q (94775.350000 sec): 3 clusters
  Score: Raw -2568008.788379 + Penalty 3255.943720 = -2564752.844659
  nChanged 29
		SP:Iteration 75Q (94775.580000 sec): 3 clusters
  Score: Raw -2568017.665466 + Penalty 3255.943720 = -2564761.721746
  nChanged 25
		SP:Iteration 76Q (94775.870000 sec): 3 clusters
  Score: Raw -2568026.407828 + Penalty 3255.943720 = -2564770.464108
  nChanged 22
		SP:Iteration 77Q (94776.160000 sec): 3 clusters
  Score: Raw -2568033.445382 + Penalty 3255.943720 = -2564777.501663
  nChanged 18
		SP:Iteration 78Q (94776.380000 sec): 3 clusters
  Score: Raw -2568038.943143 + Penalty 3255.943720 = -2564782.999423
  nChanged 18
		SP:Iteration 79Q (94776.690000 sec): 3 clusters
  Score: Raw -2568045.305245 + Penalty 3255.943720 = -2564789.361525
  nChanged 21
		SP:Iteration 80F (94776.980000 sec): 3 clusters
  Score: Raw -2568051.071988 + Penalty 3255.943720 = -2564795.128269
  nChanged 17
		SP:Iteration 81Q (94777.280000 sec): 3 clusters
  Score: Raw -2568055.609625 + Penalty 3255.943720 = -2564799.665906
  nChanged 14
		SP:Iteration 82Q (94777.500000 sec): 3 clusters
  Score: Raw -2568058.928497 + Penalty 3255.943720 = -2564802.984777
  nChanged 10
		SP:Iteration 83Q (94777.780000 sec): 3 clusters
  Score: Raw -2568062.253402 + Penalty 3255.943720 = -2564806.309682
  nChanged 16
		SP:Iteration 84Q (94778.030000 sec): 3 clusters
  Score: Raw -2568065.772984 + Penalty 3255.943720 = -2564809.829265
  nChanged 11
		SP:Iteration 85Q (94778.310000 sec): 3 clusters
  Score: Raw -2568068.077714 + Penalty 3255.943720 = -2564812.133994
  nChanged 9
		SP:Iteration 86Q (94778.610000 sec): 3 clusters
  Score: Raw -2568070.151550 + Penalty 3255.943720 = -2564814.207830
  nChanged 2
		SP:Iteration 87Q (94778.870000 sec): 3 clusters
  Score: Raw -2568070.426476 + Penalty 3255.943720 = -2564814.482756
  nChanged 1
		SP:Iteration 88Q (94779.120000 sec): 3 clusters
  Score: Raw -2568070.542308 + Penalty 3255.943720 = -2564814.598588
  nChanged 1
		SP:Iteration 89Q (94779.390000 sec): 3 clusters
  Score: Raw -2568070.786651 + Penalty 3255.943720 = -2564814.842931
  nChanged 3
		SP:Iteration 90Q (94779.640000 sec): 3 clusters
  Score: Raw -2568071.186501 + Penalty 3255.943720 = -2564815.242781
  nChanged 2
		SP:Iteration 91Q (94779.900000 sec): 3 clusters
  Score: Raw -2568071.465309 + Penalty 3255.943720 = -2564815.521589
  nChanged 1
		SP:Iteration 92Q (94780.180000 sec): 3 clusters
  Score: Raw -2568071.813589 + Penalty 3255.943720 = -2564815.869870
  nChanged 0
		SP:Iteration 93F (94780.450000 sec): 3 clusters
  Score: Raw -2568071.813589 + Penalty 3255.943720 = -2564815.869870
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94780.710000 sec): 2 clusters
  Score: Raw -5111887.411526 + Penalty 1726.969295 = -5110160.442230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94781.090000 sec): 3 clusters
  Score: Raw -5086090.214430 + Penalty 3453.938591 = -5082636.275839
  nChanged 19183
		SP:Iteration 1F (94781.540000 sec): 3 clusters
  Score: Raw -5097090.788295 + Penalty 3453.938591 = -5093636.849704
  nChanged 1803
		SP:Iteration 2Q (94781.940000 sec): 3 clusters
  Score: Raw -5097707.222636 + Penalty 3453.938591 = -5094253.284046
  nChanged 1907
		SP:Iteration 3Q (94782.340000 sec): 3 clusters
  Score: Raw -5098435.766769 + Penalty 3453.938591 = -5094981.828178
  nChanged 2081
		SP:Iteration 4F (94782.740000 sec): 3 clusters
  Score: Raw -5099334.590625 + Penalty 3453.938591 = -5095880.652034
  nChanged 2270
		SP:Iteration 5F (94783.180000 sec): 3 clusters
  Score: Raw -5100371.587083 + Penalty 3453.938591 = -5096917.648492
  nChanged 2244
		SP:Iteration 6F (94783.590000 sec): 3 clusters
  Score: Raw -5101427.033197 + Penalty 3453.938591 = -5097973.094606
  nChanged 2175
		SP:Iteration 7F (94783.940000 sec): 3 clusters
  Score: Raw -5102455.292311 + Penalty 3453.938591 = -5099001.353720
  nChanged 1997
		SP:Iteration 8Q (94784.360000 sec): 3 clusters
  Score: Raw -5103323.095741 + Penalty 3453.938591 = -5099869.157150
  nChanged 1755
		SP:Iteration 9Q (94784.740000 sec): 3 clusters
  Score: Raw -5104004.616685 + Penalty 3453.938591 = -5100550.678094
  nChanged 1413
		SP:Iteration 10Q (94785.180000 sec): 3 clusters
  Score: Raw -5104452.355715 + Penalty 3453.938591 = -5100998.417124
  nChanged 1064
		SP:Iteration 11Q (94785.580000 sec): 3 clusters
  Score: Raw -5104712.574610 + Penalty 3453.938591 = -5101258.636019
  nChanged 824
		SP:Iteration 12Q (94786.000000 sec): 3 clusters
  Score: Raw -5104882.433908 + Penalty 3453.938591 = -5101428.495317
  nChanged 680
		SP:Iteration 13Q (94786.430000 sec): 3 clusters
  Score: Raw -5105005.423545 + Penalty 3453.938591 = -5101551.484954
  nChanged 577
		SP:Iteration 14Q (94786.810000 sec): 3 clusters
  Score: Raw -5105092.980363 + Penalty 3453.938591 = -5101639.041772
  nChanged 447
		SP:Iteration 15Q (94787.170000 sec): 3 clusters
  Score: Raw -5105151.020149 + Penalty 3453.938591 = -5101697.081558
  nChanged 358
		SP:Iteration 16Q (94787.500000 sec): 3 clusters
  Score: Raw -5105189.622498 + Penalty 3453.938591 = -5101735.683907
  nChanged 273
		SP:Iteration 17Q (94787.890000 sec): 3 clusters
  Score: Raw -5105214.081219 + Penalty 3453.938591 = -5101760.142628
  nChanged 229
		SP:Iteration 18Q (94788.270000 sec): 3 clusters
  Score: Raw -5105235.321324 + Penalty 3453.938591 = -5101781.382733
  nChanged 254
		SP:Iteration 19Q (94788.640000 sec): 3 clusters
  Score: Raw -5105263.917288 + Penalty 3453.938591 = -5101809.978697
  nChanged 265
		SP:Iteration 20F (94788.990000 sec): 3 clusters
  Score: Raw -5105294.738849 + Penalty 3453.938591 = -5101840.800258
  nChanged 318
		SP:Iteration 21Q (94789.410000 sec): 3 clusters
  Score: Raw -5105334.240106 + Penalty 3453.938591 = -5101880.301516
  nChanged 350
		SP:Iteration 22Q (94789.770000 sec): 3 clusters
  Score: Raw -5105382.861705 + Penalty 3453.938591 = -5101928.923114
  nChanged 420
		SP:Iteration 23Q (94790.170000 sec): 3 clusters
  Score: Raw -5105450.122668 + Penalty 3453.938591 = -5101996.184077
  nChanged 521
		SP:Iteration 24Q (94790.550000 sec): 3 clusters
  Score: Raw -5105537.683515 + Penalty 3453.938591 = -5102083.744924
  nChanged 562
		SP:Iteration 25Q (94790.950000 sec): 3 clusters
  Score: Raw -5105640.751662 + Penalty 3453.938591 = -5102186.813071
  nChanged 660
		SP:Iteration 26Q (94791.320000 sec): 3 clusters
  Score: Raw -5105784.598590 + Penalty 3453.938591 = -5102330.659999
  nChanged 780
		SP:Iteration 27Q (94791.680000 sec): 3 clusters
  Score: Raw -5105972.815046 + Penalty 3453.938591 = -5102518.876455
  nChanged 917
		SP:Iteration 28Q (94792.070000 sec): 3 clusters
  Score: Raw -5106233.907504 + Penalty 3453.938591 = -5102779.968913
  nChanged 1019
		SP:Iteration 29Q (94792.450000 sec): 3 clusters
  Score: Raw -5106545.632795 + Penalty 3453.938591 = -5103091.694204
  nChanged 1138
		SP:Iteration 30Q (94792.880000 sec): 3 clusters
  Score: Raw -5106914.933386 + Penalty 3453.938591 = -5103460.994795
  nChanged 1238
		SP:Iteration 31Q (94793.250000 sec): 3 clusters
  Score: Raw -5107351.215475 + Penalty 3453.938591 = -5103897.276884
  nChanged 1367
		SP:Iteration 32Q (94793.620000 sec): 3 clusters
  Score: Raw -5107856.117414 + Penalty 3453.938591 = -5104402.178823
  nChanged 1408
		SP:Iteration 33Q (94793.960000 sec): 3 clusters
  Score: Raw -5108404.082994 + Penalty 3453.938591 = -5104950.144403
  nChanged 1415
		SP:Iteration 34Q (94794.350000 sec): 3 clusters
  Score: Raw -5108965.677765 + Penalty 3453.938591 = -5105511.739174
  nChanged 1338
		SP:Iteration 35Q (94794.790000 sec): 3 clusters
  Score: Raw -5109492.255038 + Penalty 3453.938591 = -5106038.316447
  nChanged 1261
		SP:Iteration 36Q (94795.150000 sec): 3 clusters
  Score: Raw -5109991.924052 + Penalty 3453.938591 = -5106537.985461
  nChanged 1120
		SP:Iteration 37Q (94795.520000 sec): 3 clusters
  Score: Raw -5110433.408570 + Penalty 3453.938591 = -5106979.469979
  nChanged 951
		SP:Iteration 38Q (94795.860000 sec): 3 clusters
  Score: Raw -5110787.826490 + Penalty 3453.938591 = -5107333.887899
  nChanged 833
		SP:Iteration 39Q (94796.210000 sec): 3 clusters
  Score: Raw -5111092.367878 + Penalty 3453.938591 = -5107638.429287
  nChanged 710
		SP:Iteration 40F (94796.610000 sec): 3 clusters
  Score: Raw -5111344.291368 + Penalty 3453.938591 = -5107890.352777
  nChanged 568
		SP:Iteration 41Q (94796.920000 sec): 3 clusters
  Score: Raw -5111537.530921 + Penalty 3453.938591 = -5108083.592330
  nChanged 501
		SP:Iteration 42Q (94797.350000 sec): 3 clusters
  Score: Raw -5111697.046194 + Penalty 3453.938591 = -5108243.107603
  nChanged 420
		SP:Iteration 43Q (94797.730000 sec): 3 clusters
  Score: Raw -5111827.830102 + Penalty 3453.938591 = -5108373.891511
  nChanged 336
		SP:Iteration 44Q (94798.110000 sec): 3 clusters
  Score: Raw -5111933.869329 + Penalty 3453.938591 = -5108479.930738
  nChanged 300
		SP:Iteration 45Q (94798.480000 sec): 3 clusters
  Score: Raw -5112025.749003 + Penalty 3453.938591 = -5108571.810412
  nChanged 211
		SP:Iteration 46Q (94798.900000 sec): 3 clusters
  Score: Raw -5112086.033889 + Penalty 3453.938591 = -5108632.095298
  nChanged 171
		SP:Iteration 47Q (94799.310000 sec): 3 clusters
  Score: Raw -5112131.189181 + Penalty 3453.938591 = -5108677.250590
  nChanged 148
		SP:Iteration 48Q (94799.640000 sec): 3 clusters
  Score: Raw -5112169.184070 + Penalty 3453.938591 = -5108715.245479
  nChanged 132
		SP:Iteration 49Q (94800.010000 sec): 3 clusters
  Score: Raw -5112199.737301 + Penalty 3453.938591 = -5108745.798710
  nChanged 113
		SP:Iteration 50Q (94800.340000 sec): 3 clusters
  Score: Raw -5112228.279023 + Penalty 3453.938591 = -5108774.340432
  nChanged 89
		SP:Iteration 51Q (94800.710000 sec): 3 clusters
  Score: Raw -5112247.911740 + Penalty 3453.938591 = -5108793.973149
  nChanged 80
		SP:Iteration 52Q (94801.080000 sec): 3 clusters
  Score: Raw -5112264.875958 + Penalty 3453.938591 = -5108810.937367
  nChanged 63
		SP:Iteration 53Q (94801.390000 sec): 3 clusters
  Score: Raw -5112276.899735 + Penalty 3453.938591 = -5108822.961144
  nChanged 46
		SP:Iteration 54Q (94801.790000 sec): 3 clusters
  Score: Raw -5112286.473262 + Penalty 3453.938591 = -5108832.534671
  nChanged 42
		SP:Iteration 55Q (94802.110000 sec): 3 clusters
  Score: Raw -5112295.519208 + Penalty 3453.938591 = -5108841.580617
  nChanged 43
		SP:Iteration 56Q (94802.530000 sec): 3 clusters
  Score: Raw -5112303.735390 + Penalty 3453.938591 = -5108849.796799
  nChanged 30
		SP:Iteration 57Q (94802.900000 sec): 3 clusters
  Score: Raw -5112310.562664 + Penalty 3453.938591 = -5108856.624073
  nChanged 26
		SP:Iteration 58Q (94803.250000 sec): 3 clusters
  Score: Raw -5112315.808309 + Penalty 3453.938591 = -5108861.869718
  nChanged 29
		SP:Iteration 59Q (94803.600000 sec): 3 clusters
  Score: Raw -5112321.087388 + Penalty 3453.938591 = -5108867.148797
  nChanged 27
		SP:Iteration 60F (94803.940000 sec): 3 clusters
  Score: Raw -5112325.711447 + Penalty 3453.938591 = -5108871.772856
  nChanged 27
		SP:Iteration 61Q (94804.320000 sec): 3 clusters
  Score: Raw -5112330.484469 + Penalty 3453.938591 = -5108876.545878
  nChanged 24
		SP:Iteration 62Q (94804.610000 sec): 3 clusters
  Score: Raw -5112335.836493 + Penalty 3453.938591 = -5108881.897902
  nChanged 23
		SP:Iteration 63Q (94804.960000 sec): 3 clusters
  Score: Raw -5112340.200851 + Penalty 3453.938591 = -5108886.262260
  nChanged 20
		SP:Iteration 64Q (94805.320000 sec): 3 clusters
  Score: Raw -5112343.971938 + Penalty 3453.938591 = -5108890.033347
  nChanged 19
		SP:Iteration 65Q (94805.660000 sec): 3 clusters
  Score: Raw -5112347.811556 + Penalty 3453.938591 = -5108893.872965
  nChanged 17
		SP:Iteration 66Q (94806.050000 sec): 3 clusters
  Score: Raw -5112351.113682 + Penalty 3453.938591 = -5108897.175091
  nChanged 12
		SP:Iteration 67Q (94806.390000 sec): 3 clusters
  Score: Raw -5112353.045914 + Penalty 3453.938591 = -5108899.107323
  nChanged 9
		SP:Iteration 68Q (94806.760000 sec): 3 clusters
  Score: Raw -5112354.790047 + Penalty 3453.938591 = -5108900.851456
  nChanged 12
		SP:Iteration 69Q (94807.100000 sec): 3 clusters
  Score: Raw -5112356.531847 + Penalty 3453.938591 = -5108902.593256
  nChanged 8
		SP:Iteration 70Q (94807.420000 sec): 3 clusters
  Score: Raw -5112357.595965 + Penalty 3453.938591 = -5108903.657374
  nChanged 7
		SP:Iteration 71Q (94807.770000 sec): 3 clusters
  Score: Raw -5112358.619218 + Penalty 3453.938591 = -5108904.680627
  nChanged 10
		SP:Iteration 72Q (94808.120000 sec): 3 clusters
  Score: Raw -5112360.789576 + Penalty 3453.938591 = -5108906.850985
  nChanged 10
		SP:Iteration 73Q (94808.490000 sec): 3 clusters
  Score: Raw -5112362.553133 + Penalty 3453.938591 = -5108908.614542
  nChanged 10
		SP:Iteration 74Q (94808.830000 sec): 3 clusters
  Score: Raw -5112364.156108 + Penalty 3453.938591 = -5108910.217517
  nChanged 12
		SP:Iteration 75Q (94809.230000 sec): 3 clusters
  Score: Raw -5112366.193983 + Penalty 3453.938591 = -5108912.255392
  nChanged 10
		SP:Iteration 76Q (94809.630000 sec): 3 clusters
  Score: Raw -5112368.176446 + Penalty 3453.938591 = -5108914.237855
  nChanged 10
		SP:Iteration 77Q (94810.000000 sec): 3 clusters
  Score: Raw -5112370.363529 + Penalty 3453.938591 = -5108916.424938
  nChanged 13
		SP:Iteration 78Q (94810.310000 sec): 3 clusters
  Score: Raw -5112372.831030 + Penalty 3453.938591 = -5108918.892439
  nChanged 5
		SP:Iteration 79Q (94810.710000 sec): 3 clusters
  Score: Raw -5112373.744262 + Penalty 3453.938591 = -5108919.805671
  nChanged 3
		SP:Iteration 80F (94811.060000 sec): 3 clusters
  Score: Raw -5112374.588275 + Penalty 3453.938591 = -5108920.649684
  nChanged 1
		SP:Iteration 81Q (94811.420000 sec): 3 clusters
  Score: Raw -5112374.682159 + Penalty 3453.938591 = -5108920.743568
  nChanged 2
		SP:Iteration 82Q (94811.740000 sec): 3 clusters
  Score: Raw -5112374.999229 + Penalty 3453.938591 = -5108921.060638
  nChanged 1
		SP:Iteration 83Q (94812.080000 sec): 3 clusters
  Score: Raw -5112375.150900 + Penalty 3453.938591 = -5108921.212309
  nChanged 4
		SP:Iteration 84Q (94812.380000 sec): 3 clusters
  Score: Raw -5112375.748649 + Penalty 3453.938591 = -5108921.810058
  nChanged 3
		SP:Iteration 85Q (94812.710000 sec): 3 clusters
  Score: Raw -5112376.323415 + Penalty 3453.938591 = -5108922.384824
  nChanged 3
		SP:Iteration 86Q (94813.080000 sec): 3 clusters
  Score: Raw -5112376.860504 + Penalty 3453.938591 = -5108922.921913
  nChanged 3
		SP:Iteration 87Q (94813.400000 sec): 3 clusters
  Score: Raw -5112377.609538 + Penalty 3453.938591 = -5108923.670947
  nChanged 4
		SP:Iteration 88Q (94813.740000 sec): 3 clusters
  Score: Raw -5112378.261497 + Penalty 3453.938591 = -5108924.322906
  nChanged 3
		SP:Iteration 89Q (94814.060000 sec): 3 clusters
  Score: Raw -5112378.561213 + Penalty 3453.938591 = -5108924.622622
  nChanged 0
		SP:Iteration 90F (94814.430000 sec): 3 clusters
  Score: Raw -5112378.561213 + Penalty 3453.938591 = -5108924.622622
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94814.600000 sec): 2 clusters
  Score: Raw -1674685.747325 + Penalty 1550.507511 = -1673135.239815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94814.860000 sec): 3 clusters
  Score: Raw -1666564.318801 + Penalty 3101.015021 = -1663463.303780
  nChanged 6136
		SP:Iteration 1F (94815.160000 sec): 3 clusters
  Score: Raw -1669900.511421 + Penalty 3101.015021 = -1666799.496400
  nChanged 676
		SP:Iteration 2Q (94815.370000 sec): 3 clusters
  Score: Raw -1670158.072660 + Penalty 3101.015021 = -1667057.057638
  nChanged 621
		SP:Iteration 3Q (94815.590000 sec): 3 clusters
  Score: Raw -1670389.648685 + Penalty 3101.015021 = -1667288.633664
  nChanged 573
		SP:Iteration 4Q (94815.850000 sec): 3 clusters
  Score: Raw -1670631.783491 + Penalty 3101.015021 = -1667530.768470
  nChanged 573
		SP:Iteration 5Q (94816.080000 sec): 3 clusters
  Score: Raw -1670892.985294 + Penalty 3101.015021 = -1667791.970272
  nChanged 595
		SP:Iteration 6Q (94816.310000 sec): 3 clusters
  Score: Raw -1671173.966189 + Penalty 3101.015021 = -1668072.951168
  nChanged 609
		SP:Iteration 7Q (94816.550000 sec): 3 clusters
  Score: Raw -1671494.941247 + Penalty 3101.015021 = -1668393.926226
  nChanged 610
		SP:Iteration 8Q (94816.810000 sec): 3 clusters
  Score: Raw -1671805.674659 + Penalty 3101.015021 = -1668704.659637
  nChanged 564
		SP:Iteration 9Q (94817.080000 sec): 3 clusters
  Score: Raw -1672092.766007 + Penalty 3101.015021 = -1668991.750986
  nChanged 573
		SP:Iteration 10Q (94817.290000 sec): 3 clusters
  Score: Raw -1672418.617459 + Penalty 3101.015021 = -1669317.602437
  nChanged 564
		SP:Iteration 11Q (94817.510000 sec): 3 clusters
  Score: Raw -1672766.741126 + Penalty 3101.015021 = -1669665.726105
  nChanged 540
		SP:Iteration 12Q (94817.770000 sec): 3 clusters
  Score: Raw -1673094.616471 + Penalty 3101.015021 = -1669993.601450
  nChanged 453
		SP:Iteration 13Q (94817.980000 sec): 3 clusters
  Score: Raw -1673328.515415 + Penalty 3101.015021 = -1670227.500394
  nChanged 385
		SP:Iteration 14Q (94818.210000 sec): 3 clusters
  Score: Raw -1673519.879639 + Penalty 3101.015021 = -1670418.864617
  nChanged 310
		SP:Iteration 15Q (94818.480000 sec): 3 clusters
  Score: Raw -1673677.961122 + Penalty 3101.015021 = -1670576.946100
  nChanged 265
		SP:Iteration 16Q (94818.740000 sec): 3 clusters
  Score: Raw -1673788.830401 + Penalty 3101.015021 = -1670687.815380
  nChanged 227
		SP:Iteration 17Q (94819.000000 sec): 3 clusters
  Score: Raw -1673884.452984 + Penalty 3101.015021 = -1670783.437963
  nChanged 208
		SP:Iteration 18Q (94819.200000 sec): 3 clusters
  Score: Raw -1673958.222346 + Penalty 3101.015021 = -1670857.207325
  nChanged 162
		SP:Iteration 19Q (94819.460000 sec): 3 clusters
  Score: Raw -1674008.910340 + Penalty 3101.015021 = -1670907.895318
  nChanged 136
		SP:Iteration 20F (94819.720000 sec): 3 clusters
  Score: Raw -1674053.145884 + Penalty 3101.015021 = -1670952.130862
  nChanged 146
		SP:Iteration 21Q (94819.950000 sec): 3 clusters
  Score: Raw -1674098.376561 + Penalty 3101.015021 = -1670997.361540
  nChanged 124
		SP:Iteration 22Q (94820.190000 sec): 3 clusters
  Score: Raw -1674132.941403 + Penalty 3101.015021 = -1671031.926382
  nChanged 124
		SP:Iteration 23Q (94820.460000 sec): 3 clusters
  Score: Raw -1674164.011280 + Penalty 3101.015021 = -1671062.996258
  nChanged 125
		SP:Iteration 24Q (94820.720000 sec): 3 clusters
  Score: Raw -1674197.194003 + Penalty 3101.015021 = -1671096.178982
  nChanged 111
		SP:Iteration 25Q (94820.960000 sec): 3 clusters
  Score: Raw -1674224.670243 + Penalty 3101.015021 = -1671123.655222
  nChanged 109
		SP:Iteration 26Q (94821.160000 sec): 3 clusters
  Score: Raw -1674254.927344 + Penalty 3101.015021 = -1671153.912322
  nChanged 114
		SP:Iteration 27Q (94821.380000 sec): 3 clusters
  Score: Raw -1674281.095041 + Penalty 3101.015021 = -1671180.080020
  nChanged 101
		SP:Iteration 28Q (94821.650000 sec): 3 clusters
  Score: Raw -1674304.031324 + Penalty 3101.015021 = -1671203.016303
  nChanged 98
		SP:Iteration 29Q (94821.860000 sec): 3 clusters
  Score: Raw -1674328.812628 + Penalty 3101.015021 = -1671227.797607
  nChanged 106
		SP:Iteration 30Q (94822.130000 sec): 3 clusters
  Score: Raw -1674358.305872 + Penalty 3101.015021 = -1671257.290851
  nChanged 93
		SP:Iteration 31Q (94822.340000 sec): 3 clusters
  Score: Raw -1674382.815406 + Penalty 3101.015021 = -1671281.800384
  nChanged 97
		SP:Iteration 32Q (94822.620000 sec): 3 clusters
  Score: Raw -1674410.251296 + Penalty 3101.015021 = -1671309.236275
  nChanged 97
		SP:Iteration 33Q (94822.880000 sec): 3 clusters
  Score: Raw -1674437.331809 + Penalty 3101.015021 = -1671336.316787
  nChanged 93
		SP:Iteration 34Q (94823.120000 sec): 3 clusters
  Score: Raw -1674462.009163 + Penalty 3101.015021 = -1671360.994141
  nChanged 97
		SP:Iteration 35Q (94823.370000 sec): 3 clusters
  Score: Raw -1674491.028726 + Penalty 3101.015021 = -1671390.013705
  nChanged 90
		SP:Iteration 36Q (94823.560000 sec): 3 clusters
  Score: Raw -1674516.333570 + Penalty 3101.015021 = -1671415.318549
  nChanged 98
		SP:Iteration 37Q (94823.810000 sec): 3 clusters
  Score: Raw -1674546.429409 + Penalty 3101.015021 = -1671445.414388
  nChanged 76
		SP:Iteration 38Q (94824.040000 sec): 3 clusters
  Score: Raw -1674571.991849 + Penalty 3101.015021 = -1671470.976828
  nChanged 89
		SP:Iteration 39Q (94824.270000 sec): 3 clusters
  Score: Raw -1674602.756628 + Penalty 3101.015021 = -1671501.741607
  nChanged 93
		SP:Iteration 40F (94824.560000 sec): 3 clusters
  Score: Raw -1674637.904329 + Penalty 3101.015021 = -1671536.889308
  nChanged 102
		SP:Iteration 41Q (94824.750000 sec): 3 clusters
  Score: Raw -1674673.377866 + Penalty 3101.015021 = -1671572.362845
  nChanged 89
		SP:Iteration 42Q (94824.990000 sec): 3 clusters
  Score: Raw -1674703.552869 + Penalty 3101.015021 = -1671602.537848
  nChanged 88
		SP:Iteration 43Q (94825.200000 sec): 3 clusters
  Score: Raw -1674735.263632 + Penalty 3101.015021 = -1671634.248611
  nChanged 95
		SP:Iteration 44Q (94825.440000 sec): 3 clusters
  Score: Raw -1674769.028456 + Penalty 3101.015021 = -1671668.013435
  nChanged 91
		SP:Iteration 45Q (94825.690000 sec): 3 clusters
  Score: Raw -1674800.290990 + Penalty 3101.015021 = -1671699.275968
  nChanged 91
		SP:Iteration 46Q (94825.900000 sec): 3 clusters
  Score: Raw -1674829.745979 + Penalty 3101.015021 = -1671728.730958
  nChanged 75
		SP:Iteration 47Q (94826.150000 sec): 3 clusters
  Score: Raw -1674856.026274 + Penalty 3101.015021 = -1671755.011252
  nChanged 78
		SP:Iteration 48Q (94826.400000 sec): 3 clusters
  Score: Raw -1674881.296252 + Penalty 3101.015021 = -1671780.281231
  nChanged 61
		SP:Iteration 49Q (94826.600000 sec): 3 clusters
  Score: Raw -1674898.554257 + Penalty 3101.015021 = -1671797.539235
  nChanged 40
		SP:Iteration 50Q (94826.840000 sec): 3 clusters
  Score: Raw -1674909.191326 + Penalty 3101.015021 = -1671808.176305
  nChanged 28
		SP:Iteration 51Q (94827.060000 sec): 3 clusters
  Score: Raw -1674916.681126 + Penalty 3101.015021 = -1671815.666104
  nChanged 25
		SP:Iteration 52Q (94827.290000 sec): 3 clusters
  Score: Raw -1674923.594158 + Penalty 3101.015021 = -1671822.579137
  nChanged 25
		SP:Iteration 53Q (94827.540000 sec): 3 clusters
  Score: Raw -1674928.986032 + Penalty 3101.015021 = -1671827.971011
  nChanged 21
		SP:Iteration 54Q (94827.760000 sec): 3 clusters
  Score: Raw -1674933.449794 + Penalty 3101.015021 = -1671832.434773
  nChanged 18
		SP:Iteration 55Q (94827.970000 sec): 3 clusters
  Score: Raw -1674937.001980 + Penalty 3101.015021 = -1671835.986959
  nChanged 15
		SP:Iteration 56Q (94828.200000 sec): 3 clusters
  Score: Raw -1674941.077756 + Penalty 3101.015021 = -1671840.062735
  nChanged 15
		SP:Iteration 57Q (94828.400000 sec): 3 clusters
  Score: Raw -1674946.070332 + Penalty 3101.015021 = -1671845.055311
  nChanged 20
		SP:Iteration 58Q (94828.670000 sec): 3 clusters
  Score: Raw -1674951.697415 + Penalty 3101.015021 = -1671850.682394
  nChanged 24
		SP:Iteration 59Q (94828.940000 sec): 3 clusters
  Score: Raw -1674958.964329 + Penalty 3101.015021 = -1671857.949308
  nChanged 27
		SP:Iteration 60F (94829.170000 sec): 3 clusters
  Score: Raw -1674965.607403 + Penalty 3101.015021 = -1671864.592382
  nChanged 21
		SP:Iteration 61Q (94829.430000 sec): 3 clusters
  Score: Raw -1674971.686041 + Penalty 3101.015021 = -1671870.671020
  nChanged 20
		SP:Iteration 62Q (94829.650000 sec): 3 clusters
  Score: Raw -1674976.723416 + Penalty 3101.015021 = -1671875.708395
  nChanged 20
		SP:Iteration 63Q (94829.840000 sec): 3 clusters
  Score: Raw -1674980.594741 + Penalty 3101.015021 = -1671879.579720
  nChanged 13
		SP:Iteration 64Q (94830.120000 sec): 3 clusters
  Score: Raw -1674983.527473 + Penalty 3101.015021 = -1671882.512452
  nChanged 14
		SP:Iteration 65Q (94830.330000 sec): 3 clusters
  Score: Raw -1674987.521435 + Penalty 3101.015021 = -1671886.506413
  nChanged 18
		SP:Iteration 66Q (94830.590000 sec): 3 clusters
  Score: Raw -1674991.201052 + Penalty 3101.015021 = -1671890.186030
  nChanged 16
		SP:Iteration 67Q (94830.840000 sec): 3 clusters
  Score: Raw -1674994.722289 + Penalty 3101.015021 = -1671893.707268
  nChanged 22
		SP:Iteration 68Q (94831.060000 sec): 3 clusters
  Score: Raw -1675000.361529 + Penalty 3101.015021 = -1671899.346508
  nChanged 24
		SP:Iteration 69Q (94831.300000 sec): 3 clusters
  Score: Raw -1675007.124948 + Penalty 3101.015021 = -1671906.109927
  nChanged 25
		SP:Iteration 70Q (94831.560000 sec): 3 clusters
  Score: Raw -1675013.608545 + Penalty 3101.015021 = -1671912.593524
  nChanged 28
		SP:Iteration 71Q (94831.780000 sec): 3 clusters
  Score: Raw -1675021.529781 + Penalty 3101.015021 = -1671920.514760
  nChanged 27
		SP:Iteration 72Q (94832.010000 sec): 3 clusters
  Score: Raw -1675028.603229 + Penalty 3101.015021 = -1671927.588208
  nChanged 21
		SP:Iteration 73Q (94832.250000 sec): 3 clusters
  Score: Raw -1675033.138838 + Penalty 3101.015021 = -1671932.123817
  nChanged 20
		SP:Iteration 74Q (94832.480000 sec): 3 clusters
  Score: Raw -1675037.834415 + Penalty 3101.015021 = -1671936.819394
  nChanged 22
		SP:Iteration 75Q (94832.700000 sec): 3 clusters
  Score: Raw -1675042.893262 + Penalty 3101.015021 = -1671941.878241
  nChanged 21
		SP:Iteration 76Q (94832.950000 sec): 3 clusters
  Score: Raw -1675048.135386 + Penalty 3101.015021 = -1671947.120365
  nChanged 19
		SP:Iteration 77Q (94833.160000 sec): 3 clusters
  Score: Raw -1675052.872082 + Penalty 3101.015021 = -1671951.857061
  nChanged 17
		SP:Iteration 78Q (94833.380000 sec): 3 clusters
  Score: Raw -1675057.022593 + Penalty 3101.015021 = -1671956.007572
  nChanged 14
		SP:Iteration 79Q (94833.590000 sec): 3 clusters
  Score: Raw -1675060.882535 + Penalty 3101.015021 = -1671959.867514
  nChanged 13
		SP:Iteration 80F (94833.830000 sec): 3 clusters
  Score: Raw -1675064.154119 + Penalty 3101.015021 = -1671963.139097
  nChanged 13
		SP:Iteration 81Q (94834.080000 sec): 3 clusters
  Score: Raw -1675067.302298 + Penalty 3101.015021 = -1671966.287277
  nChanged 14
		SP:Iteration 82Q (94834.300000 sec): 3 clusters
  Score: Raw -1675070.653746 + Penalty 3101.015021 = -1671969.638724
  nChanged 17
		SP:Iteration 83Q (94834.560000 sec): 3 clusters
  Score: Raw -1675074.019599 + Penalty 3101.015021 = -1671973.004578
  nChanged 12
		SP:Iteration 84Q (94834.800000 sec): 3 clusters
  Score: Raw -1675076.942549 + Penalty 3101.015021 = -1671975.927527
  nChanged 16
		SP:Iteration 85Q (94835.100000 sec): 3 clusters
  Score: Raw -1675081.170024 + Penalty 3101.015021 = -1671980.155003
  nChanged 12
		SP:Iteration 86Q (94835.330000 sec): 3 clusters
  Score: Raw -1675083.376614 + Penalty 3101.015021 = -1671982.361593
  nChanged 5
		SP:Iteration 87Q (94835.560000 sec): 3 clusters
  Score: Raw -1675084.098586 + Penalty 3101.015021 = -1671983.083565
  nChanged 2
		SP:Iteration 88Q (94835.780000 sec): 3 clusters
  Score: Raw -1675084.326758 + Penalty 3101.015021 = -1671983.311737
  nChanged 0
		SP:Iteration 89F (94836.000000 sec): 3 clusters
  Score: Raw -1675084.326758 + Penalty 3101.015021 = -1671983.311737
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94836.230000 sec): 2 clusters
  Score: Raw -3625053.411950 + Penalty 1673.741152 = -3623379.670798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94836.560000 sec): 3 clusters
  Score: Raw -3606650.890937 + Penalty 3347.482304 = -3603303.408633
  nChanged 13769
		SP:Iteration 1F (94836.910000 sec): 3 clusters
  Score: Raw -3614476.044268 + Penalty 3347.482304 = -3611128.561964
  nChanged 1519
		SP:Iteration 2F (94837.240000 sec): 3 clusters
  Score: Raw -3615093.747113 + Penalty 3347.482304 = -3611746.264808
  nChanged 1636
		SP:Iteration 3F (94837.540000 sec): 3 clusters
  Score: Raw -3615814.114169 + Penalty 3347.482304 = -3612466.631864
  nChanged 1657
		SP:Iteration 4F (94837.900000 sec): 3 clusters
  Score: Raw -3616597.318276 + Penalty 3347.482304 = -3613249.835971
  nChanged 1710
		SP:Iteration 5F (94838.190000 sec): 3 clusters
  Score: Raw -3617456.501471 + Penalty 3347.482304 = -3614109.019167
  nChanged 1664
		SP:Iteration 6F (94838.550000 sec): 3 clusters
  Score: Raw -3618356.110026 + Penalty 3347.482304 = -3615008.627722
  nChanged 1609
		SP:Iteration 7F (94838.850000 sec): 3 clusters
  Score: Raw -3619313.514048 + Penalty 3347.482304 = -3615966.031743
  nChanged 1582
		SP:Iteration 8F (94839.160000 sec): 3 clusters
  Score: Raw -3620350.543316 + Penalty 3347.482304 = -3617003.061012
  nChanged 1527
		SP:Iteration 9F (94839.570000 sec): 3 clusters
  Score: Raw -3621472.174753 + Penalty 3347.482304 = -3618124.692449
  nChanged 1425
		SP:Iteration 10Q (94839.870000 sec): 3 clusters
  Score: Raw -3622614.358399 + Penalty 3347.482304 = -3619266.876095
  nChanged 1087
		SP:Iteration 11Q (94840.230000 sec): 3 clusters
  Score: Raw -3623540.138692 + Penalty 3347.482304 = -3620192.656388
  nChanged 775
		SP:Iteration 12Q (94840.570000 sec): 3 clusters
  Score: Raw -3624201.372639 + Penalty 3347.482304 = -3620853.890335
  nChanged 471
		SP:Iteration 13Q (94840.900000 sec): 3 clusters
  Score: Raw -3624590.284039 + Penalty 3347.482304 = -3621242.801735
  nChanged 291
		SP:Iteration 14Q (94841.190000 sec): 3 clusters
  Score: Raw -3624821.975030 + Penalty 3347.482304 = -3621474.492726
  nChanged 199
		SP:Iteration 15Q (94841.460000 sec): 3 clusters
  Score: Raw -3624989.964346 + Penalty 3347.482304 = -3621642.482041
  nChanged 126
		SP:Iteration 16Q (94841.760000 sec): 3 clusters
  Score: Raw -3625090.264056 + Penalty 3347.482304 = -3621742.781752
  nChanged 83
		SP:Iteration 17Q (94842.060000 sec): 3 clusters
  Score: Raw -3625160.748712 + Penalty 3347.482304 = -3621813.266408
  nChanged 51
		SP:Iteration 18Q (94842.340000 sec): 3 clusters
  Score: Raw -3625198.559831 + Penalty 3347.482304 = -3621851.077527
  nChanged 31
		SP:Iteration 19Q (94842.590000 sec): 3 clusters
  Score: Raw -3625219.094429 + Penalty 3347.482304 = -3621871.612125
  nChanged 18
		SP:Iteration 20F (94842.940000 sec): 3 clusters
  Score: Raw -3625233.873855 + Penalty 3347.482304 = -3621886.391551
  nChanged 18
		SP:Iteration 21Q (94843.220000 sec): 3 clusters
  Score: Raw -3625246.801451 + Penalty 3347.482304 = -3621899.319146
  nChanged 19
		SP:Iteration 22Q (94843.590000 sec): 3 clusters
  Score: Raw -3625263.173968 + Penalty 3347.482304 = -3621915.691664
  nChanged 25
		SP:Iteration 23Q (94843.890000 sec): 3 clusters
  Score: Raw -3625284.285886 + Penalty 3347.482304 = -3621936.803582
  nChanged 16
		SP:Iteration 24Q (94844.200000 sec): 3 clusters
  Score: Raw -3625296.024908 + Penalty 3347.482304 = -3621948.542604
  nChanged 8
		SP:Iteration 25Q (94844.470000 sec): 3 clusters
  Score: Raw -3625301.123587 + Penalty 3347.482304 = -3621953.641283
  nChanged 7
		SP:Iteration 26Q (94844.770000 sec): 3 clusters
  Score: Raw -3625306.310032 + Penalty 3347.482304 = -3621958.827728
  nChanged 4
		SP:Iteration 27Q (94845.110000 sec): 3 clusters
  Score: Raw -3625310.675858 + Penalty 3347.482304 = -3621963.193554
  nChanged 4
		SP:Iteration 28Q (94845.380000 sec): 3 clusters
  Score: Raw -3625312.951943 + Penalty 3347.482304 = -3621965.469639
  nChanged 3
		SP:Iteration 29Q (94845.730000 sec): 3 clusters
  Score: Raw -3625314.281936 + Penalty 3347.482304 = -3621966.799632
  nChanged 2
		SP:Iteration 30Q (94846.020000 sec): 3 clusters
  Score: Raw -3625315.199014 + Penalty 3347.482304 = -3621967.716709
  nChanged 0
		SP:Iteration 31F (94846.340000 sec): 3 clusters
  Score: Raw -3625315.199014 + Penalty 3347.482304 = -3621967.716709
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94846.440000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94846.600000 sec): 3 clusters
  Score: Raw -12821.287272 + Penalty 1598.993801 = -11222.293471
  nChanged 13
		SP:Iteration 1F (94846.790000 sec): 3 clusters
  Score: Raw -12864.929560 + Penalty 1598.993801 = -11265.935759
  nChanged 3
		SP:Iteration 2Q (94846.930000 sec): 3 clusters
  Score: Raw -12877.933483 + Penalty 1598.993801 = -11278.939682
  nChanged 0
		SP:Iteration 3F (94847.090000 sec): 3 clusters
  Score: Raw -12877.933483 + Penalty 1598.993801 = -11278.939682
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94847.250000 sec): 2 clusters
  Score: Raw -691094.946165 + Penalty 1404.822016 = -689690.124148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94847.410000 sec): 3 clusters
  Score: Raw -688109.298602 + Penalty 2809.644033 = -685299.654569
  nChanged 2349
		SP:Iteration 1F (94847.620000 sec): 3 clusters
  Score: Raw -689431.467551 + Penalty 2809.644033 = -686621.823518
  nChanged 473
		SP:Iteration 2F (94847.800000 sec): 3 clusters
  Score: Raw -689730.549010 + Penalty 2809.644033 = -686920.904978
  nChanged 364
		SP:Iteration 3F (94847.990000 sec): 3 clusters
  Score: Raw -689950.270751 + Penalty 2809.644033 = -687140.626718
  nChanged 277
		SP:Iteration 4Q (94848.210000 sec): 3 clusters
  Score: Raw -690112.760656 + Penalty 2809.644033 = -687303.116623
  nChanged 267
		SP:Iteration 5Q (94848.450000 sec): 3 clusters
  Score: Raw -690263.453428 + Penalty 2809.644033 = -687453.809395
  nChanged 246
		SP:Iteration 6Q (94848.670000 sec): 3 clusters
  Score: Raw -690432.812580 + Penalty 2809.644033 = -687623.168547
  nChanged 253
		SP:Iteration 7Q (94848.840000 sec): 3 clusters
  Score: Raw -690603.524109 + Penalty 2809.644033 = -687793.880076
  nChanged 254
		SP:Iteration 8Q (94849.050000 sec): 3 clusters
  Score: Raw -690781.251074 + Penalty 2809.644033 = -687971.607041
  nChanged 249
		SP:Iteration 9Q (94849.270000 sec): 3 clusters
  Score: Raw -690947.632075 + Penalty 2809.644033 = -688137.988042
  nChanged 206
		SP:Iteration 10Q (94849.500000 sec): 3 clusters
  Score: Raw -691081.500013 + Penalty 2809.644033 = -688271.855980
  nChanged 148
		SP:Iteration 11Q (94849.660000 sec): 3 clusters
  Score: Raw -691176.073178 + Penalty 2809.644033 = -688366.429145
  nChanged 119
		SP:Iteration 12Q (94849.880000 sec): 3 clusters
  Score: Raw -691268.523514 + Penalty 2809.644033 = -688458.879482
  nChanged 112
		SP:Iteration 13Q (94850.070000 sec): 3 clusters
  Score: Raw -691363.073493 + Penalty 2809.644033 = -688553.429461
  nChanged 85
		SP:Iteration 14Q (94850.290000 sec): 3 clusters
  Score: Raw -691465.570780 + Penalty 2809.644033 = -688655.926747
  nChanged 81
		SP:Iteration 15Q (94850.450000 sec): 3 clusters
  Score: Raw -691561.806490 + Penalty 2809.644033 = -688752.162457
  nChanged 73
		SP:Iteration 16Q (94850.660000 sec): 3 clusters
  Score: Raw -691636.217309 + Penalty 2809.644033 = -688826.573276
  nChanged 53
		SP:Iteration 17Q (94850.830000 sec): 3 clusters
  Score: Raw -691672.973384 + Penalty 2809.644033 = -688863.329351
  nChanged 29
		SP:Iteration 18Q (94851.060000 sec): 3 clusters
  Score: Raw -691687.768577 + Penalty 2809.644033 = -688878.124544
  nChanged 22
		SP:Iteration 19Q (94851.240000 sec): 3 clusters
  Score: Raw -691697.229132 + Penalty 2809.644033 = -688887.585100
  nChanged 13
		SP:Iteration 20F (94851.420000 sec): 3 clusters
  Score: Raw -691702.390033 + Penalty 2809.644033 = -688892.746000
  nChanged 9
		SP:Iteration 21Q (94851.600000 sec): 3 clusters
  Score: Raw -691704.492268 + Penalty 2809.644033 = -688894.848235
  nChanged 6
		SP:Iteration 22Q (94851.850000 sec): 3 clusters
  Score: Raw -691706.899605 + Penalty 2809.644033 = -688897.255572
  nChanged 8
		SP:Iteration 23Q (94852.020000 sec): 3 clusters
  Score: Raw -691709.849411 + Penalty 2809.644033 = -688900.205378
  nChanged 10
		SP:Iteration 24Q (94852.200000 sec): 3 clusters
  Score: Raw -691713.443294 + Penalty 2809.644033 = -688903.799262
  nChanged 6
		SP:Iteration 25Q (94852.400000 sec): 3 clusters
  Score: Raw -691715.768750 + Penalty 2809.644033 = -688906.124717
  nChanged 5
		SP:Iteration 26Q (94852.620000 sec): 3 clusters
  Score: Raw -691717.783542 + Penalty 2809.644033 = -688908.139509
  nChanged 1
		SP:Iteration 27Q (94852.820000 sec): 3 clusters
  Score: Raw -691717.949332 + Penalty 2809.644033 = -688908.305299
  nChanged 1
		SP:Iteration 28Q (94852.980000 sec): 3 clusters
  Score: Raw -691718.367716 + Penalty 2809.644033 = -688908.723684
  nChanged 1
		SP:Iteration 29Q (94853.210000 sec): 3 clusters
  Score: Raw -691718.615030 + Penalty 2809.644033 = -688908.970998
  nChanged 2
		SP:Iteration 30Q (94853.360000 sec): 3 clusters
  Score: Raw -691719.354329 + Penalty 2809.644033 = -688909.710296
  nChanged 2
		SP:Iteration 31Q (94853.530000 sec): 3 clusters
  Score: Raw -691719.700275 + Penalty 2809.644033 = -688910.056243
  nChanged 1
		SP:Iteration 32Q (94853.720000 sec): 3 clusters
  Score: Raw -691720.087124 + Penalty 2809.644033 = -688910.443092
  nChanged 1
		SP:Iteration 33Q (94853.920000 sec): 3 clusters
  Score: Raw -691720.263734 + Penalty 2809.644033 = -688910.619702
  nChanged 0
		SP:Iteration 34F (94854.100000 sec): 3 clusters
  Score: Raw -691720.263734 + Penalty 2809.644033 = -688910.619702
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (3896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94854.230000 sec): 2 clusters
  Score: Raw -436269.440945 + Penalty 1343.502171 = -434925.938775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94854.410000 sec): 3 clusters
  Score: Raw -434356.924555 + Penalty 2687.004341 = -431669.920214
  nChanged 1596
		SP:Iteration 1F (94854.620000 sec): 3 clusters
  Score: Raw -435379.520805 + Penalty 2687.004341 = -432692.516464
  nChanged 361
		SP:Iteration 2F (94854.820000 sec): 3 clusters
  Score: Raw -435646.852343 + Penalty 2687.004341 = -432959.848002
  nChanged 268
		SP:Iteration 3F (94855.030000 sec): 3 clusters
  Score: Raw -435824.394272 + Penalty 2687.004341 = -433137.389931
  nChanged 214
		SP:Iteration 4F (94855.190000 sec): 3 clusters
  Score: Raw -435961.512459 + Penalty 2687.004341 = -433274.508118
  nChanged 160
		SP:Iteration 5Q (94855.390000 sec): 3 clusters
  Score: Raw -436061.138358 + Penalty 2687.004341 = -433374.134017
  nChanged 123
		SP:Iteration 6Q (94855.610000 sec): 3 clusters
  Score: Raw -436136.328259 + Penalty 2687.004341 = -433449.323918
  nChanged 121
		SP:Iteration 7Q (94855.770000 sec): 3 clusters
  Score: Raw -436194.946009 + Penalty 2687.004341 = -433507.941668
  nChanged 89
		SP:Iteration 8Q (94855.970000 sec): 3 clusters
  Score: Raw -436238.700975 + Penalty 2687.004341 = -433551.696634
  nChanged 76
		SP:Iteration 9Q (94856.170000 sec): 3 clusters
  Score: Raw -436276.170890 + Penalty 2687.004341 = -433589.166549
  nChanged 72
		SP:Iteration 10Q (94856.360000 sec): 3 clusters
  Score: Raw -436304.438296 + Penalty 2687.004341 = -433617.433955
  nChanged 50
		SP:Iteration 11Q (94856.540000 sec): 3 clusters
  Score: Raw -436322.464469 + Penalty 2687.004341 = -433635.460128
  nChanged 42
		SP:Iteration 12Q (94856.710000 sec): 3 clusters
  Score: Raw -436336.827542 + Penalty 2687.004341 = -433649.823201
  nChanged 43
		SP:Iteration 13Q (94856.920000 sec): 3 clusters
  Score: Raw -436354.794553 + Penalty 2687.004341 = -433667.790212
  nChanged 33
		SP:Iteration 14Q (94857.070000 sec): 3 clusters
  Score: Raw -436363.942132 + Penalty 2687.004341 = -433676.937791
  nChanged 25
		SP:Iteration 15Q (94857.210000 sec): 3 clusters
  Score: Raw -436370.443917 + Penalty 2687.004341 = -433683.439576
  nChanged 23
		SP:Iteration 16Q (94857.390000 sec): 3 clusters
  Score: Raw -436376.700115 + Penalty 2687.004341 = -433689.695774
  nChanged 16
		SP:Iteration 17Q (94857.570000 sec): 3 clusters
  Score: Raw -436381.518986 + Penalty 2687.004341 = -433694.514645
  nChanged 15
		SP:Iteration 18Q (94857.760000 sec): 3 clusters
  Score: Raw -436386.317381 + Penalty 2687.004341 = -433699.313040
  nChanged 9
		SP:Iteration 19Q (94857.920000 sec): 3 clusters
  Score: Raw -436389.523900 + Penalty 2687.004341 = -433702.519559
  nChanged 9
		SP:Iteration 20F (94858.110000 sec): 3 clusters
  Score: Raw -436391.816774 + Penalty 2687.004341 = -433704.812433
  nChanged 11
		SP:Iteration 21Q (94858.260000 sec): 3 clusters
  Score: Raw -436395.475250 + Penalty 2687.004341 = -433708.470909
  nChanged 12
		SP:Iteration 22Q (94858.440000 sec): 3 clusters
  Score: Raw -436398.904955 + Penalty 2687.004341 = -433711.900614
  nChanged 13
		SP:Iteration 23Q (94858.630000 sec): 3 clusters
  Score: Raw -436401.956221 + Penalty 2687.004341 = -433714.951880
  nChanged 15
		SP:Iteration 24Q (94858.780000 sec): 3 clusters
  Score: Raw -436406.020409 + Penalty 2687.004341 = -433719.016068
  nChanged 13
		SP:Iteration 25Q (94859.010000 sec): 3 clusters
  Score: Raw -436409.285634 + Penalty 2687.004341 = -433722.281293
  nChanged 16
		SP:Iteration 26Q (94859.160000 sec): 3 clusters
  Score: Raw -436413.059199 + Penalty 2687.004341 = -433726.054858
  nChanged 15
		SP:Iteration 27Q (94859.370000 sec): 3 clusters
  Score: Raw -436417.320113 + Penalty 2687.004341 = -433730.315772
  nChanged 15
		SP:Iteration 28Q (94859.550000 sec): 3 clusters
  Score: Raw -436423.064853 + Penalty 2687.004341 = -433736.060512
  nChanged 21
		SP:Iteration 29Q (94859.790000 sec): 3 clusters
  Score: Raw -436429.785244 + Penalty 2687.004341 = -433742.780903
  nChanged 26
		SP:Iteration 30Q (94859.960000 sec): 3 clusters
  Score: Raw -436439.398186 + Penalty 2687.004341 = -433752.393845
  nChanged 34
		SP:Iteration 31Q (94860.200000 sec): 3 clusters
  Score: Raw -436449.531872 + Penalty 2687.004341 = -433762.527531
  nChanged 33
		SP:Iteration 32Q (94860.410000 sec): 3 clusters
  Score: Raw -436458.665430 + Penalty 2687.004341 = -433771.661089
  nChanged 27
		SP:Iteration 33Q (94860.590000 sec): 3 clusters
  Score: Raw -436468.081803 + Penalty 2687.004341 = -433781.077462
  nChanged 39
		SP:Iteration 34Q (94860.740000 sec): 3 clusters
  Score: Raw -436482.527337 + Penalty 2687.004341 = -433795.522996
  nChanged 47
		SP:Iteration 35Q (94860.950000 sec): 3 clusters
  Score: Raw -436500.651450 + Penalty 2687.004341 = -433813.647109
  nChanged 45
		SP:Iteration 36Q (94861.140000 sec): 3 clusters
  Score: Raw -436520.054531 + Penalty 2687.004341 = -433833.050190
  nChanged 51
		SP:Iteration 37Q (94861.320000 sec): 3 clusters
  Score: Raw -436543.317470 + Penalty 2687.004341 = -433856.313129
  nChanged 57
		SP:Iteration 38Q (94861.500000 sec): 3 clusters
  Score: Raw -436569.324935 + Penalty 2687.004341 = -433882.320594
  nChanged 52
		SP:Iteration 39Q (94861.640000 sec): 3 clusters
  Score: Raw -436587.302393 + Penalty 2687.004341 = -433900.298052
  nChanged 47
		SP:Iteration 40F (94861.780000 sec): 3 clusters
  Score: Raw -436604.764641 + Penalty 2687.004341 = -433917.760300
  nChanged 50
		SP:Iteration 41Q (94861.940000 sec): 3 clusters
  Score: Raw -436627.143342 + Penalty 2687.004341 = -433940.139001
  nChanged 55
		SP:Iteration 42Q (94862.120000 sec): 3 clusters
  Score: Raw -436651.534101 + Penalty 2687.004341 = -433964.529760
  nChanged 58
		SP:Iteration 43Q (94862.350000 sec): 3 clusters
  Score: Raw -436678.093504 + Penalty 2687.004341 = -433991.089163
  nChanged 60
		SP:Iteration 44Q (94862.540000 sec): 3 clusters
  Score: Raw -436707.909335 + Penalty 2687.004341 = -434020.904994
  nChanged 49
		SP:Iteration 45Q (94862.700000 sec): 3 clusters
  Score: Raw -436724.868780 + Penalty 2687.004341 = -434037.864439
  nChanged 24
		SP:Iteration 46Q (94862.900000 sec): 3 clusters
  Score: Raw -436732.287157 + Penalty 2687.004341 = -434045.282816
  nChanged 18
		SP:Iteration 47Q (94863.060000 sec): 3 clusters
  Score: Raw -436737.263706 + Penalty 2687.004341 = -434050.259365
  nChanged 16
		SP:Iteration 48Q (94863.270000 sec): 3 clusters
  Score: Raw -436743.295155 + Penalty 2687.004341 = -434056.290814
  nChanged 15
		SP:Iteration 49Q (94863.470000 sec): 3 clusters
  Score: Raw -436750.995880 + Penalty 2687.004341 = -434063.991539
  nChanged 19
		SP:Iteration 50Q (94863.620000 sec): 3 clusters
  Score: Raw -436757.717685 + Penalty 2687.004341 = -434070.713344
  nChanged 18
		SP:Iteration 51Q (94863.800000 sec): 3 clusters
  Score: Raw -436764.371284 + Penalty 2687.004341 = -434077.366943
  nChanged 24
		SP:Iteration 52Q (94864.020000 sec): 3 clusters
  Score: Raw -436776.676954 + Penalty 2687.004341 = -434089.672613
  nChanged 32
		SP:Iteration 53Q (94864.170000 sec): 3 clusters
  Score: Raw -436789.695862 + Penalty 2687.004341 = -434102.691521
  nChanged 26
		SP:Iteration 54Q (94864.330000 sec): 3 clusters
  Score: Raw -436799.833215 + Penalty 2687.004341 = -434112.828874
  nChanged 19
		SP:Iteration 55Q (94864.510000 sec): 3 clusters
  Score: Raw -436806.438069 + Penalty 2687.004341 = -434119.433728
  nChanged 12
		SP:Iteration 56Q (94864.660000 sec): 3 clusters
  Score: Raw -436811.336869 + Penalty 2687.004341 = -434124.332528
  nChanged 16
		SP:Iteration 57Q (94864.880000 sec): 3 clusters
  Score: Raw -436817.929600 + Penalty 2687.004341 = -434130.925259
  nChanged 12
		SP:Iteration 58Q (94865.030000 sec): 3 clusters
  Score: Raw -436822.149035 + Penalty 2687.004341 = -434135.144694
  nChanged 13
		SP:Iteration 59Q (94865.220000 sec): 3 clusters
  Score: Raw -436826.723992 + Penalty 2687.004341 = -434139.719651
  nChanged 13
		SP:Iteration 60F (94865.350000 sec): 3 clusters
  Score: Raw -436831.761218 + Penalty 2687.004341 = -434144.756877
  nChanged 12
		SP:Iteration 61Q (94865.500000 sec): 3 clusters
  Score: Raw -436835.697824 + Penalty 2687.004341 = -434148.693483
  nChanged 14
		SP:Iteration 62Q (94865.690000 sec): 3 clusters
  Score: Raw -436840.556195 + Penalty 2687.004341 = -434153.551854
  nChanged 13
		SP:Iteration 63Q (94865.850000 sec): 3 clusters
  Score: Raw -436844.975731 + Penalty 2687.004341 = -434157.971390
  nChanged 10
		SP:Iteration 64Q (94865.980000 sec): 3 clusters
  Score: Raw -436849.369979 + Penalty 2687.004341 = -434162.365637
  nChanged 9
		SP:Iteration 65Q (94866.190000 sec): 3 clusters
  Score: Raw -436852.418664 + Penalty 2687.004341 = -434165.414323
  nChanged 8
		SP:Iteration 66Q (94866.350000 sec): 3 clusters
  Score: Raw -436854.950527 + Penalty 2687.004341 = -434167.946186
  nChanged 7
		SP:Iteration 67Q (94866.520000 sec): 3 clusters
  Score: Raw -436858.039268 + Penalty 2687.004341 = -434171.034927
  nChanged 7
		SP:Iteration 68Q (94866.720000 sec): 3 clusters
  Score: Raw -436860.675378 + Penalty 2687.004341 = -434173.671037
  nChanged 8
		SP:Iteration 69Q (94866.930000 sec): 3 clusters
  Score: Raw -436862.718151 + Penalty 2687.004341 = -434175.713810
  nChanged 3
		SP:Iteration 70Q (94867.070000 sec): 3 clusters
  Score: Raw -436863.845916 + Penalty 2687.004341 = -434176.841575
  nChanged 5
		SP:Iteration 71Q (94867.250000 sec): 3 clusters
  Score: Raw -436866.804521 + Penalty 2687.004341 = -434179.800180
  nChanged 3
		SP:Iteration 72Q (94867.440000 sec): 3 clusters
  Score: Raw -436868.693240 + Penalty 2687.004341 = -434181.688899
  nChanged 4
		SP:Iteration 73Q (94867.560000 sec): 3 clusters
  Score: Raw -436870.834793 + Penalty 2687.004341 = -434183.830452
  nChanged 6
		SP:Iteration 74Q (94867.710000 sec): 3 clusters
  Score: Raw -436874.216335 + Penalty 2687.004341 = -434187.211994
  nChanged 8
		SP:Iteration 75Q (94867.860000 sec): 3 clusters
  Score: Raw -436876.584133 + Penalty 2687.004341 = -434189.579792
  nChanged 5
		SP:Iteration 76Q (94868.040000 sec): 3 clusters
  Score: Raw -436877.620009 + Penalty 2687.004341 = -434190.615668
  nChanged 3
		SP:Iteration 77Q (94868.250000 sec): 3 clusters
  Score: Raw -436878.185583 + Penalty 2687.004341 = -434191.181242
  nChanged 3
		SP:Iteration 78Q (94868.390000 sec): 3 clusters
  Score: Raw -436879.250590 + Penalty 2687.004341 = -434192.246249
  nChanged 3
		SP:Iteration 79Q (94868.530000 sec): 3 clusters
  Score: Raw -436879.787523 + Penalty 2687.004341 = -434192.783182
  nChanged 1
		SP:Iteration 80F (94868.680000 sec): 3 clusters
  Score: Raw -436879.992418 + Penalty 2687.004341 = -434192.988077
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94868.760000 sec): 2 clusters
  Score: Raw -81801.808914 + Penalty 1086.655149 = -80715.153765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94868.880000 sec): 3 clusters
  Score: Raw -81642.759981 + Penalty 2173.310298 = -79469.449683
  nChanged 245
		SP:Iteration 1F (94869.010000 sec): 3 clusters
  Score: Raw -82000.874252 + Penalty 2173.310298 = -79827.563955
  nChanged 85
		SP:Iteration 2F (94869.170000 sec): 3 clusters
  Score: Raw -82155.660203 + Penalty 2173.310298 = -79982.349905
  nChanged 53
		SP:Iteration 3F (94869.290000 sec): 3 clusters
  Score: Raw -82251.473856 + Penalty 2173.310298 = -80078.163558
  nChanged 40
		SP:Iteration 4Q (94869.460000 sec): 3 clusters
  Score: Raw -82328.259118 + Penalty 2173.310298 = -80154.948821
  nChanged 27
		SP:Iteration 5Q (94869.590000 sec): 3 clusters
  Score: Raw -82381.460597 + Penalty 2173.310298 = -80208.150299
  nChanged 17
		SP:Iteration 6Q (94869.770000 sec): 3 clusters
  Score: Raw -82408.853274 + Penalty 2173.310298 = -80235.542976
  nChanged 13
		SP:Iteration 7Q (94869.900000 sec): 3 clusters
  Score: Raw -82422.467504 + Penalty 2173.310298 = -80249.157207
  nChanged 5
		SP:Iteration 8Q (94870.030000 sec): 3 clusters
  Score: Raw -82428.660781 + Penalty 2173.310298 = -80255.350484
  nChanged 6
		SP:Iteration 9Q (94870.160000 sec): 3 clusters
  Score: Raw -82436.301168 + Penalty 2173.310298 = -80262.990871
  nChanged 4
		SP:Iteration 10Q (94870.290000 sec): 3 clusters
  Score: Raw -82438.673604 + Penalty 2173.310298 = -80265.363307
  nChanged 4
		SP:Iteration 11Q (94870.460000 sec): 3 clusters
  Score: Raw -82442.267819 + Penalty 2173.310298 = -80268.957521
  nChanged 3
		SP:Iteration 12Q (94870.630000 sec): 3 clusters
  Score: Raw -82445.494844 + Penalty 2173.310298 = -80272.184546
  nChanged 0
		SP:Iteration 13F (94870.810000 sec): 3 clusters
  Score: Raw -82445.494844 + Penalty 2173.310298 = -80272.184546
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94870.920000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94871.080000 sec): 3 clusters
  Score: Raw -60676.341158 + Penalty 2024.266076 = -58652.075081
  nChanged 118
		SP:Iteration 1F (94871.260000 sec): 3 clusters
  Score: Raw -60807.444021 + Penalty 2024.266076 = -58783.177945
  nChanged 26
		SP:Iteration 2F (94871.450000 sec): 3 clusters
  Score: Raw -60841.286265 + Penalty 2024.266076 = -58817.020188
  nChanged 10
		SP:Iteration 3Q (94871.580000 sec): 3 clusters
  Score: Raw -60859.503911 + Penalty 2024.266076 = -58835.237835
  nChanged 12
		SP:Iteration 4Q (94871.780000 sec): 3 clusters
  Score: Raw -60875.739989 + Penalty 2024.266076 = -58851.473913
  nChanged 7
		SP:Iteration 5Q (94871.960000 sec): 3 clusters
  Score: Raw -60884.677818 + Penalty 2024.266076 = -58860.411741
  nChanged 7
		SP:Iteration 6Q (94872.090000 sec): 3 clusters
  Score: Raw -60895.131174 + Penalty 2024.266076 = -58870.865098
  nChanged 2
		SP:Iteration 7Q (94872.300000 sec): 3 clusters
  Score: Raw -60902.258779 + Penalty 2024.266076 = -58877.992703
  nChanged 2
		SP:Iteration 8Q (94872.450000 sec): 3 clusters
  Score: Raw -60905.573965 + Penalty 2024.266076 = -58881.307889
  nChanged 1
		SP:Iteration 9Q (94872.630000 sec): 3 clusters
  Score: Raw -60907.822564 + Penalty 2024.266076 = -58883.556488
  nChanged 2
		SP:Iteration 10Q (94872.790000 sec): 3 clusters
  Score: Raw -60909.734750 + Penalty 2024.266076 = -58885.468674
  nChanged 0
		SP:Iteration 11F (94872.930000 sec): 3 clusters
  Score: Raw -60909.734750 + Penalty 2024.266076 = -58885.468674
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (16192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94873.090000 sec): 2 clusters
  Score: Raw -1849351.045863 + Penalty 1574.994293 = -1847776.051570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94873.360000 sec): 3 clusters
  Score: Raw -1839784.479472 + Penalty 3149.988586 = -1836634.490886
  nChanged 7179
		SP:Iteration 1F (94873.580000 sec): 3 clusters
  Score: Raw -1843713.649951 + Penalty 3149.988586 = -1840563.661365
  nChanged 1001
		SP:Iteration 2F (94873.840000 sec): 3 clusters
  Score: Raw -1844225.112117 + Penalty 3149.988586 = -1841075.123532
  nChanged 977
		SP:Iteration 3F (94874.100000 sec): 3 clusters
  Score: Raw -1844757.706117 + Penalty 3149.988586 = -1841607.717532
  nChanged 998
		SP:Iteration 4F (94874.400000 sec): 3 clusters
  Score: Raw -1845320.694231 + Penalty 3149.988586 = -1842170.705645
  nChanged 932
		SP:Iteration 5F (94874.600000 sec): 3 clusters
  Score: Raw -1845889.719541 + Penalty 3149.988586 = -1842739.730955
  nChanged 917
		SP:Iteration 6F (94874.840000 sec): 3 clusters
  Score: Raw -1846467.396624 + Penalty 3149.988586 = -1843317.408038
  nChanged 911
		SP:Iteration 7F (94875.110000 sec): 3 clusters
  Score: Raw -1847041.275092 + Penalty 3149.988586 = -1843891.286506
  nChanged 802
		SP:Iteration 8Q (94875.380000 sec): 3 clusters
  Score: Raw -1847544.891239 + Penalty 3149.988586 = -1844394.902653
  nChanged 714
		SP:Iteration 9Q (94875.650000 sec): 3 clusters
  Score: Raw -1847982.307845 + Penalty 3149.988586 = -1844832.319260
  nChanged 624
		SP:Iteration 10Q (94875.880000 sec): 3 clusters
  Score: Raw -1848344.940146 + Penalty 3149.988586 = -1845194.951560
  nChanged 502
		SP:Iteration 11Q (94876.200000 sec): 3 clusters
  Score: Raw -1848585.856629 + Penalty 3149.988586 = -1845435.868043
  nChanged 412
		SP:Iteration 12Q (94876.460000 sec): 3 clusters
  Score: Raw -1848745.224896 + Penalty 3149.988586 = -1845595.236310
  nChanged 323
		SP:Iteration 13Q (94876.690000 sec): 3 clusters
  Score: Raw -1848854.918018 + Penalty 3149.988586 = -1845704.929432
  nChanged 229
		SP:Iteration 14Q (94876.980000 sec): 3 clusters
  Score: Raw -1848932.949958 + Penalty 3149.988586 = -1845782.961372
  nChanged 208
		SP:Iteration 15Q (94877.190000 sec): 3 clusters
  Score: Raw -1848999.824051 + Penalty 3149.988586 = -1845849.835465
  nChanged 193
		SP:Iteration 16Q (94877.460000 sec): 3 clusters
  Score: Raw -1849062.604293 + Penalty 3149.988586 = -1845912.615707
  nChanged 200
		SP:Iteration 17Q (94877.740000 sec): 3 clusters
  Score: Raw -1849120.096901 + Penalty 3149.988586 = -1845970.108315
  nChanged 180
		SP:Iteration 18Q (94877.970000 sec): 3 clusters
  Score: Raw -1849169.140663 + Penalty 3149.988586 = -1846019.152077
  nChanged 155
		SP:Iteration 19Q (94878.250000 sec): 3 clusters
  Score: Raw -1849210.940973 + Penalty 3149.988586 = -1846060.952387
  nChanged 142
		SP:Iteration 20F (94878.550000 sec): 3 clusters
  Score: Raw -1849247.699541 + Penalty 3149.988586 = -1846097.710955
  nChanged 132
		SP:Iteration 21Q (94878.830000 sec): 3 clusters
  Score: Raw -1849280.323594 + Penalty 3149.988586 = -1846130.335008
  nChanged 127
		SP:Iteration 22Q (94879.120000 sec): 3 clusters
  Score: Raw -1849310.320166 + Penalty 3149.988586 = -1846160.331580
  nChanged 140
		SP:Iteration 23Q (94879.420000 sec): 3 clusters
  Score: Raw -1849344.260741 + Penalty 3149.988586 = -1846194.272155
  nChanged 131
		SP:Iteration 24Q (94879.710000 sec): 3 clusters
  Score: Raw -1849379.585193 + Penalty 3149.988586 = -1846229.596607
  nChanged 125
		SP:Iteration 25Q (94879.980000 sec): 3 clusters
  Score: Raw -1849416.511656 + Penalty 3149.988586 = -1846266.523070
  nChanged 126
		SP:Iteration 26Q (94880.280000 sec): 3 clusters
  Score: Raw -1849450.856826 + Penalty 3149.988586 = -1846300.868240
  nChanged 128
		SP:Iteration 27Q (94880.500000 sec): 3 clusters
  Score: Raw -1849486.999356 + Penalty 3149.988586 = -1846337.010770
  nChanged 123
		SP:Iteration 28Q (94880.760000 sec): 3 clusters
  Score: Raw -1849522.159704 + Penalty 3149.988586 = -1846372.171118
  nChanged 110
		SP:Iteration 29Q (94880.980000 sec): 3 clusters
  Score: Raw -1849549.293926 + Penalty 3149.988586 = -1846399.305340
  nChanged 106
		SP:Iteration 30Q (94881.240000 sec): 3 clusters
  Score: Raw -1849579.199005 + Penalty 3149.988586 = -1846429.210419
  nChanged 111
		SP:Iteration 31Q (94881.550000 sec): 3 clusters
  Score: Raw -1849612.175576 + Penalty 3149.988586 = -1846462.186990
  nChanged 103
		SP:Iteration 32Q (94881.810000 sec): 3 clusters
  Score: Raw -1849640.958295 + Penalty 3149.988586 = -1846490.969709
  nChanged 108
		SP:Iteration 33Q (94882.100000 sec): 3 clusters
  Score: Raw -1849662.360556 + Penalty 3149.988586 = -1846512.371970
  nChanged 88
		SP:Iteration 34Q (94882.360000 sec): 3 clusters
  Score: Raw -1849681.048307 + Penalty 3149.988586 = -1846531.059721
  nChanged 89
		SP:Iteration 35Q (94882.620000 sec): 3 clusters
  Score: Raw -1849698.489995 + Penalty 3149.988586 = -1846548.501409
  nChanged 79
		SP:Iteration 36Q (94882.920000 sec): 3 clusters
  Score: Raw -1849714.947510 + Penalty 3149.988586 = -1846564.958924
  nChanged 90
		SP:Iteration 37Q (94883.200000 sec): 3 clusters
  Score: Raw -1849736.430866 + Penalty 3149.988586 = -1846586.442280
  nChanged 101
		SP:Iteration 38Q (94883.520000 sec): 3 clusters
  Score: Raw -1849759.188734 + Penalty 3149.988586 = -1846609.200148
  nChanged 86
		SP:Iteration 39Q (94883.840000 sec): 3 clusters
  Score: Raw -1849777.124460 + Penalty 3149.988586 = -1846627.135874
  nChanged 80
		SP:Iteration 40F (94884.140000 sec): 3 clusters
  Score: Raw -1849793.738506 + Penalty 3149.988586 = -1846643.749920
  nChanged 79
		SP:Iteration 41Q (94884.350000 sec): 3 clusters
  Score: Raw -1849809.936115 + Penalty 3149.988586 = -1846659.947529
  nChanged 73
		SP:Iteration 42Q (94884.650000 sec): 3 clusters
  Score: Raw -1849823.736352 + Penalty 3149.988586 = -1846673.747766
  nChanged 68
		SP:Iteration 43Q (94885.000000 sec): 3 clusters
  Score: Raw -1849835.476658 + Penalty 3149.988586 = -1846685.488072
  nChanged 79
		SP:Iteration 44Q (94885.280000 sec): 3 clusters
  Score: Raw -1849848.614018 + Penalty 3149.988586 = -1846698.625432
  nChanged 63
		SP:Iteration 45Q (94885.610000 sec): 3 clusters
  Score: Raw -1849859.328971 + Penalty 3149.988586 = -1846709.340385
  nChanged 74
		SP:Iteration 46Q (94885.840000 sec): 3 clusters
  Score: Raw -1849871.992542 + Penalty 3149.988586 = -1846722.003956
  nChanged 60
		SP:Iteration 47Q (94886.130000 sec): 3 clusters
  Score: Raw -1849880.413228 + Penalty 3149.988586 = -1846730.424642
  nChanged 48
		SP:Iteration 48Q (94886.400000 sec): 3 clusters
  Score: Raw -1849888.937524 + Penalty 3149.988586 = -1846738.948938
  nChanged 59
		SP:Iteration 49Q (94886.670000 sec): 3 clusters
  Score: Raw -1849898.388413 + Penalty 3149.988586 = -1846748.399827
  nChanged 57
		SP:Iteration 50Q (94886.930000 sec): 3 clusters
  Score: Raw -1849907.724733 + Penalty 3149.988586 = -1846757.736147
  nChanged 58
		SP:Iteration 51Q (94887.170000 sec): 3 clusters
  Score: Raw -1849916.012948 + Penalty 3149.988586 = -1846766.024362
  nChanged 47
		SP:Iteration 52Q (94887.440000 sec): 3 clusters
  Score: Raw -1849922.254743 + Penalty 3149.988586 = -1846772.266157
  nChanged 43
		SP:Iteration 53Q (94887.710000 sec): 3 clusters
  Score: Raw -1849927.661729 + Penalty 3149.988586 = -1846777.673143
  nChanged 40
		SP:Iteration 54Q (94888.030000 sec): 3 clusters
  Score: Raw -1849931.951667 + Penalty 3149.988586 = -1846781.963081
  nChanged 22
		SP:Iteration 55Q (94888.330000 sec): 3 clusters
  Score: Raw -1849933.707591 + Penalty 3149.988586 = -1846783.719005
  nChanged 14
		SP:Iteration 56Q (94888.600000 sec): 3 clusters
  Score: Raw -1849934.968610 + Penalty 3149.988586 = -1846784.980024
  nChanged 14
		SP:Iteration 57Q (94888.830000 sec): 3 clusters
  Score: Raw -1849936.536668 + Penalty 3149.988586 = -1846786.548082
  nChanged 15
		SP:Iteration 58Q (94889.090000 sec): 3 clusters
  Score: Raw -1849938.002218 + Penalty 3149.988586 = -1846788.013632
  nChanged 20
		SP:Iteration 59Q (94889.370000 sec): 3 clusters
  Score: Raw -1849939.811444 + Penalty 3149.988586 = -1846789.822858
  nChanged 14
		SP:Iteration 60F (94889.630000 sec): 3 clusters
  Score: Raw -1849940.798083 + Penalty 3149.988586 = -1846790.809497
  nChanged 14
		SP:Iteration 61Q (94889.890000 sec): 3 clusters
  Score: Raw -1849941.963336 + Penalty 3149.988586 = -1846791.974750
  nChanged 12
		SP:Iteration 62Q (94890.150000 sec): 3 clusters
  Score: Raw -1849942.918234 + Penalty 3149.988586 = -1846792.929648
  nChanged 13
		SP:Iteration 63Q (94890.440000 sec): 3 clusters
  Score: Raw -1849943.814240 + Penalty 3149.988586 = -1846793.825654
  nChanged 6
		SP:Iteration 64Q (94890.720000 sec): 3 clusters
  Score: Raw -1849944.377959 + Penalty 3149.988586 = -1846794.389373
  nChanged 10
		SP:Iteration 65Q (94890.990000 sec): 3 clusters
  Score: Raw -1849945.034811 + Penalty 3149.988586 = -1846795.046225
  nChanged 6
		SP:Iteration 66Q (94891.220000 sec): 3 clusters
  Score: Raw -1849945.441846 + Penalty 3149.988586 = -1846795.453260
  nChanged 2
		SP:Iteration 67Q (94891.530000 sec): 3 clusters
  Score: Raw -1849945.505278 + Penalty 3149.988586 = -1846795.516692
  nChanged 2
		SP:Iteration 68Q (94891.790000 sec): 3 clusters
  Score: Raw -1849945.575025 + Penalty 3149.988586 = -1846795.586439
  nChanged 4
		SP:Iteration 69Q (94892.050000 sec): 3 clusters
  Score: Raw -1849945.792825 + Penalty 3149.988586 = -1846795.804239
  nChanged 4
		SP:Iteration 70Q (94892.330000 sec): 3 clusters
  Score: Raw -1849946.013972 + Penalty 3149.988586 = -1846796.025386
  nChanged 7
		SP:Iteration 71Q (94892.590000 sec): 3 clusters
  Score: Raw -1849946.433098 + Penalty 3149.988586 = -1846796.444512
  nChanged 6
		SP:Iteration 72Q (94892.900000 sec): 3 clusters
  Score: Raw -1849946.853423 + Penalty 3149.988586 = -1846796.864837
  nChanged 8
		SP:Iteration 73Q (94893.150000 sec): 3 clusters
  Score: Raw -1849947.493478 + Penalty 3149.988586 = -1846797.504892
  nChanged 7
		SP:Iteration 74Q (94893.410000 sec): 3 clusters
  Score: Raw -1849947.756783 + Penalty 3149.988586 = -1846797.768197
  nChanged 1
		SP:Iteration 75Q (94893.660000 sec): 3 clusters
  Score: Raw -1849947.822518 + Penalty 3149.988586 = -1846797.833932
  nChanged 1
		SP:Iteration 76Q (94893.950000 sec): 3 clusters
  Score: Raw -1849947.874468 + Penalty 3149.988586 = -1846797.885882
  nChanged 1
		SP:Iteration 77Q (94894.270000 sec): 3 clusters
  Score: Raw -1849947.916755 + Penalty 3149.988586 = -1846797.928169
  nChanged 3
		SP:Iteration 78Q (94894.520000 sec): 3 clusters
  Score: Raw -1849948.057063 + Penalty 3149.988586 = -1846798.068477
  nChanged 2
		SP:Iteration 79Q (94894.830000 sec): 3 clusters
  Score: Raw -1849948.238923 + Penalty 3149.988586 = -1846798.250337
  nChanged 5
		SP:Iteration 80F (94895.150000 sec): 3 clusters
  Score: Raw -1849948.531284 + Penalty 3149.988586 = -1846798.542698
  nChanged 3
		SP:Iteration 81Q (94895.420000 sec): 3 clusters
  Score: Raw -1849948.736802 + Penalty 3149.988586 = -1846798.748216
  nChanged 7
		SP:Iteration 82Q (94895.660000 sec): 3 clusters
  Score: Raw -1849949.134304 + Penalty 3149.988586 = -1846799.145718
  nChanged 2
		SP:Iteration 83Q (94895.910000 sec): 3 clusters
  Score: Raw -1849949.307439 + Penalty 3149.988586 = -1846799.318853
  nChanged 4
		SP:Iteration 84Q (94896.220000 sec): 3 clusters
  Score: Raw -1849949.753881 + Penalty 3149.988586 = -1846799.765295
  nChanged 5
		SP:Iteration 85Q (94896.540000 sec): 3 clusters
  Score: Raw -1849950.282001 + Penalty 3149.988586 = -1846800.293415
  nChanged 9
		SP:Iteration 86Q (94896.780000 sec): 3 clusters
  Score: Raw -1849950.919567 + Penalty 3149.988586 = -1846800.930981
  nChanged 10
		SP:Iteration 87Q (94897.100000 sec): 3 clusters
  Score: Raw -1849951.726009 + Penalty 3149.988586 = -1846801.737423
  nChanged 14
		SP:Iteration 88Q (94897.390000 sec): 3 clusters
  Score: Raw -1849952.662457 + Penalty 3149.988586 = -1846802.673871
  nChanged 8
		SP:Iteration 89Q (94897.630000 sec): 3 clusters
  Score: Raw -1849953.104763 + Penalty 3149.988586 = -1846803.116177
  nChanged 4
		SP:Iteration 90Q (94897.950000 sec): 3 clusters
  Score: Raw -1849953.285296 + Penalty 3149.988586 = -1846803.296710
  nChanged 4
		SP:Iteration 91Q (94898.190000 sec): 3 clusters
  Score: Raw -1849953.522236 + Penalty 3149.988586 = -1846803.533650
  nChanged 1
		SP:Iteration 92Q (94898.450000 sec): 3 clusters
  Score: Raw -1849953.575763 + Penalty 3149.988586 = -1846803.587177
  nChanged 3
		SP:Iteration 93Q (94898.730000 sec): 3 clusters
  Score: Raw -1849953.645943 + Penalty 3149.988586 = -1846803.657357
  nChanged 0
		SP:Iteration 94F (94899.030000 sec): 3 clusters
  Score: Raw -1849953.645943 + Penalty 3149.988586 = -1846803.657357
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94899.200000 sec): 2 clusters
  Score: Raw -1139315.467875 + Penalty 1486.590979 = -1137828.876896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94899.420000 sec): 3 clusters
  Score: Raw -1134018.494733 + Penalty 2973.181958 = -1131045.312774
  nChanged 4002
		SP:Iteration 1F (94899.680000 sec): 3 clusters
  Score: Raw -1136244.712738 + Penalty 2973.181958 = -1133271.530780
  nChanged 639
		SP:Iteration 2F (94899.930000 sec): 3 clusters
  Score: Raw -1136605.142525 + Penalty 2973.181958 = -1133631.960567
  nChanged 579
		SP:Iteration 3F (94900.190000 sec): 3 clusters
  Score: Raw -1136954.762925 + Penalty 2973.181958 = -1133981.580966
  nChanged 535
		SP:Iteration 4F (94900.400000 sec): 3 clusters
  Score: Raw -1137295.351580 + Penalty 2973.181958 = -1134322.169622
  nChanged 527
		SP:Iteration 5F (94900.640000 sec): 3 clusters
  Score: Raw -1137580.612992 + Penalty 2973.181958 = -1134607.431034
  nChanged 460
		SP:Iteration 6Q (94900.900000 sec): 3 clusters
  Score: Raw -1137795.196410 + Penalty 2973.181958 = -1134822.014452
  nChanged 371
		SP:Iteration 7Q (94901.110000 sec): 3 clusters
  Score: Raw -1137966.805871 + Penalty 2973.181958 = -1134993.623912
  nChanged 314
		SP:Iteration 8Q (94901.380000 sec): 3 clusters
  Score: Raw -1138101.868151 + Penalty 2973.181958 = -1135128.686193
  nChanged 288
		SP:Iteration 9Q (94901.600000 sec): 3 clusters
  Score: Raw -1138220.330002 + Penalty 2973.181958 = -1135247.148043
  nChanged 252
		SP:Iteration 10Q (94901.820000 sec): 3 clusters
  Score: Raw -1138304.152161 + Penalty 2973.181958 = -1135330.970203
  nChanged 217
		SP:Iteration 11Q (94902.040000 sec): 3 clusters
  Score: Raw -1138377.089314 + Penalty 2973.181958 = -1135403.907356
  nChanged 210
		SP:Iteration 12Q (94902.260000 sec): 3 clusters
  Score: Raw -1138452.419892 + Penalty 2973.181958 = -1135479.237933
  nChanged 192
		SP:Iteration 13Q (94902.480000 sec): 3 clusters
  Score: Raw -1138524.179402 + Penalty 2973.181958 = -1135550.997444
  nChanged 197
		SP:Iteration 14Q (94902.720000 sec): 3 clusters
  Score: Raw -1138602.823474 + Penalty 2973.181958 = -1135629.641516
  nChanged 207
		SP:Iteration 15Q (94902.920000 sec): 3 clusters
  Score: Raw -1138696.951690 + Penalty 2973.181958 = -1135723.769732
  nChanged 245
		SP:Iteration 16Q (94903.130000 sec): 3 clusters
  Score: Raw -1138801.537006 + Penalty 2973.181958 = -1135828.355047
  nChanged 235
		SP:Iteration 17Q (94903.350000 sec): 3 clusters
  Score: Raw -1138898.073935 + Penalty 2973.181958 = -1135924.891977
  nChanged 196
		SP:Iteration 18Q (94903.580000 sec): 3 clusters
  Score: Raw -1138966.981436 + Penalty 2973.181958 = -1135993.799477
  nChanged 167
		SP:Iteration 19Q (94903.840000 sec): 3 clusters
  Score: Raw -1139018.366631 + Penalty 2973.181958 = -1136045.184673
  nChanged 142
		SP:Iteration 20F (94904.070000 sec): 3 clusters
  Score: Raw -1139060.344988 + Penalty 2973.181958 = -1136087.163030
  nChanged 128
		SP:Iteration 21Q (94904.340000 sec): 3 clusters
  Score: Raw -1139098.577642 + Penalty 2973.181958 = -1136125.395683
  nChanged 122
		SP:Iteration 22Q (94904.630000 sec): 3 clusters
  Score: Raw -1139135.205350 + Penalty 2973.181958 = -1136162.023391
  nChanged 116
		SP:Iteration 23Q (94904.850000 sec): 3 clusters
  Score: Raw -1139166.514030 + Penalty 2973.181958 = -1136193.332071
  nChanged 100
		SP:Iteration 24Q (94905.090000 sec): 3 clusters
  Score: Raw -1139193.075253 + Penalty 2973.181958 = -1136219.893294
  nChanged 101
		SP:Iteration 25Q (94905.340000 sec): 3 clusters
  Score: Raw -1139223.755657 + Penalty 2973.181958 = -1136250.573699
  nChanged 101
		SP:Iteration 26Q (94905.580000 sec): 3 clusters
  Score: Raw -1139252.461798 + Penalty 2973.181958 = -1136279.279840
  nChanged 105
		SP:Iteration 27Q (94905.840000 sec): 3 clusters
  Score: Raw -1139288.470922 + Penalty 2973.181958 = -1136315.288963
  nChanged 120
		SP:Iteration 28Q (94906.080000 sec): 3 clusters
  Score: Raw -1139331.952261 + Penalty 2973.181958 = -1136358.770302
  nChanged 106
		SP:Iteration 29Q (94906.330000 sec): 3 clusters
  Score: Raw -1139371.449990 + Penalty 2973.181958 = -1136398.268032
  nChanged 116
		SP:Iteration 30Q (94906.530000 sec): 3 clusters
  Score: Raw -1139411.377530 + Penalty 2973.181958 = -1136438.195572
  nChanged 112
		SP:Iteration 31Q (94906.730000 sec): 3 clusters
  Score: Raw -1139454.814362 + Penalty 2973.181958 = -1136481.632404
  nChanged 108
		SP:Iteration 32Q (94906.980000 sec): 3 clusters
  Score: Raw -1139495.473040 + Penalty 2973.181958 = -1136522.291082
  nChanged 102
		SP:Iteration 33Q (94907.170000 sec): 3 clusters
  Score: Raw -1139537.839627 + Penalty 2973.181958 = -1136564.657669
  nChanged 98
		SP:Iteration 34Q (94907.410000 sec): 3 clusters
  Score: Raw -1139583.132473 + Penalty 2973.181958 = -1136609.950515
  nChanged 89
		SP:Iteration 35Q (94907.690000 sec): 3 clusters
  Score: Raw -1139615.378330 + Penalty 2973.181958 = -1136642.196371
  nChanged 71
		SP:Iteration 36Q (94907.890000 sec): 3 clusters
  Score: Raw -1139635.558657 + Penalty 2973.181958 = -1136662.376699
  nChanged 67
		SP:Iteration 37Q (94908.150000 sec): 3 clusters
  Score: Raw -1139654.916695 + Penalty 2973.181958 = -1136681.734737
  nChanged 58
		SP:Iteration 38Q (94908.340000 sec): 3 clusters
  Score: Raw -1139672.027362 + Penalty 2973.181958 = -1136698.845403
  nChanged 61
		SP:Iteration 39Q (94908.590000 sec): 3 clusters
  Score: Raw -1139686.801655 + Penalty 2973.181958 = -1136713.619696
  nChanged 50
		SP:Iteration 40F (94908.850000 sec): 3 clusters
  Score: Raw -1139700.251120 + Penalty 2973.181958 = -1136727.069162
  nChanged 43
		SP:Iteration 41Q (94909.090000 sec): 3 clusters
  Score: Raw -1139713.162834 + Penalty 2973.181958 = -1136739.980876
  nChanged 47
		SP:Iteration 42Q (94909.290000 sec): 3 clusters
  Score: Raw -1139728.169171 + Penalty 2973.181958 = -1136754.987212
  nChanged 41
		SP:Iteration 43Q (94909.570000 sec): 3 clusters
  Score: Raw -1139741.527562 + Penalty 2973.181958 = -1136768.345603
  nChanged 29
		SP:Iteration 44Q (94909.780000 sec): 3 clusters
  Score: Raw -1139748.657083 + Penalty 2973.181958 = -1136775.475125
  nChanged 23
		SP:Iteration 45Q (94910.060000 sec): 3 clusters
  Score: Raw -1139756.595198 + Penalty 2973.181958 = -1136783.413240
  nChanged 35
		SP:Iteration 46Q (94910.280000 sec): 3 clusters
  Score: Raw -1139767.897215 + Penalty 2973.181958 = -1136794.715256
  nChanged 37
		SP:Iteration 47Q (94910.510000 sec): 3 clusters
  Score: Raw -1139778.916524 + Penalty 2973.181958 = -1136805.734566
  nChanged 27
		SP:Iteration 48Q (94910.740000 sec): 3 clusters
  Score: Raw -1139786.230494 + Penalty 2973.181958 = -1136813.048536
  nChanged 23
		SP:Iteration 49Q (94910.970000 sec): 3 clusters
  Score: Raw -1139792.054833 + Penalty 2973.181958 = -1136818.872874
  nChanged 22
		SP:Iteration 50Q (94911.180000 sec): 3 clusters
  Score: Raw -1139797.503530 + Penalty 2973.181958 = -1136824.321571
  nChanged 21
		SP:Iteration 51Q (94911.420000 sec): 3 clusters
  Score: Raw -1139803.892650 + Penalty 2973.181958 = -1136830.710691
  nChanged 18
		SP:Iteration 52Q (94911.630000 sec): 3 clusters
  Score: Raw -1139808.310199 + Penalty 2973.181958 = -1136835.128241
  nChanged 17
		SP:Iteration 53Q (94911.840000 sec): 3 clusters
  Score: Raw -1139811.906534 + Penalty 2973.181958 = -1136838.724576
  nChanged 14
		SP:Iteration 54Q (94912.020000 sec): 3 clusters
  Score: Raw -1139814.647554 + Penalty 2973.181958 = -1136841.465596
  nChanged 7
		SP:Iteration 55Q (94912.250000 sec): 3 clusters
  Score: Raw -1139816.013468 + Penalty 2973.181958 = -1136842.831510
  nChanged 6
		SP:Iteration 56Q (94912.480000 sec): 3 clusters
  Score: Raw -1139816.963127 + Penalty 2973.181958 = -1136843.781168
  nChanged 7
		SP:Iteration 57Q (94912.690000 sec): 3 clusters
  Score: Raw -1139818.037680 + Penalty 2973.181958 = -1136844.855721
  nChanged 3
		SP:Iteration 58Q (94912.870000 sec): 3 clusters
  Score: Raw -1139818.569514 + Penalty 2973.181958 = -1136845.387556
  nChanged 4
		SP:Iteration 59Q (94913.050000 sec): 3 clusters
  Score: Raw -1139819.478466 + Penalty 2973.181958 = -1136846.296507
  nChanged 6
		SP:Iteration 60F (94913.240000 sec): 3 clusters
  Score: Raw -1139820.827923 + Penalty 2973.181958 = -1136847.645965
  nChanged 10
		SP:Iteration 61Q (94913.420000 sec): 3 clusters
  Score: Raw -1139822.888510 + Penalty 2973.181958 = -1136849.706552
  nChanged 13
		SP:Iteration 62Q (94913.660000 sec): 3 clusters
  Score: Raw -1139825.400893 + Penalty 2973.181958 = -1136852.218935
  nChanged 9
		SP:Iteration 63Q (94913.870000 sec): 3 clusters
  Score: Raw -1139827.308619 + Penalty 2973.181958 = -1136854.126661
  nChanged 16
		SP:Iteration 64Q (94914.070000 sec): 3 clusters
  Score: Raw -1139831.194205 + Penalty 2973.181958 = -1136858.012247
  nChanged 13
		SP:Iteration 65Q (94914.320000 sec): 3 clusters
  Score: Raw -1139834.630552 + Penalty 2973.181958 = -1136861.448594
  nChanged 13
		SP:Iteration 66Q (94914.550000 sec): 3 clusters
  Score: Raw -1139837.519419 + Penalty 2973.181958 = -1136864.337461
  nChanged 10
		SP:Iteration 67Q (94914.800000 sec): 3 clusters
  Score: Raw -1139839.750982 + Penalty 2973.181958 = -1136866.569024
  nChanged 11
		SP:Iteration 68Q (94915.090000 sec): 3 clusters
  Score: Raw -1139842.709379 + Penalty 2973.181958 = -1136869.527421
  nChanged 6
		SP:Iteration 69Q (94915.340000 sec): 3 clusters
  Score: Raw -1139843.554262 + Penalty 2973.181958 = -1136870.372304
  nChanged 5
		SP:Iteration 70Q (94915.600000 sec): 3 clusters
  Score: Raw -1139844.554470 + Penalty 2973.181958 = -1136871.372512
  nChanged 8
		SP:Iteration 71Q (94915.840000 sec): 3 clusters
  Score: Raw -1139846.158669 + Penalty 2973.181958 = -1136872.976710
  nChanged 6
		SP:Iteration 72Q (94916.060000 sec): 3 clusters
  Score: Raw -1139847.508102 + Penalty 2973.181958 = -1136874.326144
  nChanged 5
		SP:Iteration 73Q (94916.270000 sec): 3 clusters
  Score: Raw -1139848.370030 + Penalty 2973.181958 = -1136875.188071
  nChanged 5
		SP:Iteration 74Q (94916.490000 sec): 3 clusters
  Score: Raw -1139849.037252 + Penalty 2973.181958 = -1136875.855293
  nChanged 2
		SP:Iteration 75Q (94916.730000 sec): 3 clusters
  Score: Raw -1139849.501990 + Penalty 2973.181958 = -1136876.320032
  nChanged 6
		SP:Iteration 76Q (94916.960000 sec): 3 clusters
  Score: Raw -1139850.880482 + Penalty 2973.181958 = -1136877.698524
  nChanged 2
		SP:Iteration 77Q (94917.180000 sec): 3 clusters
  Score: Raw -1139851.345204 + Penalty 2973.181958 = -1136878.163246
  nChanged 2
		SP:Iteration 78Q (94917.410000 sec): 3 clusters
  Score: Raw -1139851.842234 + Penalty 2973.181958 = -1136878.660276
  nChanged 6
		SP:Iteration 79Q (94917.640000 sec): 3 clusters
  Score: Raw -1139853.443301 + Penalty 2973.181958 = -1136880.261343
  nChanged 6
		SP:Iteration 80F (94917.830000 sec): 3 clusters
  Score: Raw -1139854.745125 + Penalty 2973.181958 = -1136881.563167
  nChanged 7
		SP:Iteration 81Q (94918.080000 sec): 3 clusters
  Score: Raw -1139855.851302 + Penalty 2973.181958 = -1136882.669344
  nChanged 3
		SP:Iteration 82Q (94918.320000 sec): 3 clusters
  Score: Raw -1139856.596804 + Penalty 2973.181958 = -1136883.414846
  nChanged 3
		SP:Iteration 83Q (94918.520000 sec): 3 clusters
  Score: Raw -1139857.404015 + Penalty 2973.181958 = -1136884.222056
  nChanged 5
		SP:Iteration 84Q (94918.720000 sec): 3 clusters
  Score: Raw -1139858.457005 + Penalty 2973.181958 = -1136885.275046
  nChanged 5
		SP:Iteration 85Q (94918.940000 sec): 3 clusters
  Score: Raw -1139859.227925 + Penalty 2973.181958 = -1136886.045966
  nChanged 6
		SP:Iteration 86Q (94919.190000 sec): 3 clusters
  Score: Raw -1139860.790447 + Penalty 2973.181958 = -1136887.608488
  nChanged 10
		SP:Iteration 87Q (94919.450000 sec): 3 clusters
  Score: Raw -1139862.453310 + Penalty 2973.181958 = -1136889.271351
  nChanged 6
		SP:Iteration 88Q (94919.710000 sec): 3 clusters
  Score: Raw -1139863.909706 + Penalty 2973.181958 = -1136890.727747
  nChanged 5
		SP:Iteration 89Q (94919.950000 sec): 3 clusters
  Score: Raw -1139865.062475 + Penalty 2973.181958 = -1136891.880516
  nChanged 4
		SP:Iteration 90Q (94920.200000 sec): 3 clusters
  Score: Raw -1139865.729662 + Penalty 2973.181958 = -1136892.547703
  nChanged 6
		SP:Iteration 91Q (94920.440000 sec): 3 clusters
  Score: Raw -1139866.992085 + Penalty 2973.181958 = -1136893.810127
  nChanged 6
		SP:Iteration 92Q (94920.670000 sec): 3 clusters
  Score: Raw -1139868.221807 + Penalty 2973.181958 = -1136895.039849
  nChanged 3
		SP:Iteration 93Q (94920.900000 sec): 3 clusters
  Score: Raw -1139868.764783 + Penalty 2973.181958 = -1136895.582825
  nChanged 1
		SP:Iteration 94Q (94921.160000 sec): 3 clusters
  Score: Raw -1139868.887227 + Penalty 2973.181958 = -1136895.705269
  nChanged 1
		SP:Iteration 95Q (94921.420000 sec): 3 clusters
  Score: Raw -1139868.975049 + Penalty 2973.181958 = -1136895.793091
  nChanged 0
		SP:Iteration 96F (94921.640000 sec): 3 clusters
  Score: Raw -1139868.975049 + Penalty 2973.181958 = -1136895.793091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94921.830000 sec): 2 clusters
  Score: Raw -895938.791222 + Penalty 1449.584937 = -894489.206285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94922.110000 sec): 3 clusters
  Score: Raw -891817.160043 + Penalty 2899.169873 = -888917.990170
  nChanged 3128
		SP:Iteration 1F (94922.370000 sec): 3 clusters
  Score: Raw -893612.470203 + Penalty 2899.169873 = -890713.300330
  nChanged 684
		SP:Iteration 2F (94922.600000 sec): 3 clusters
  Score: Raw -894142.584780 + Penalty 2899.169873 = -891243.414906
  nChanged 609
		SP:Iteration 3F (94922.880000 sec): 3 clusters
  Score: Raw -894636.755304 + Penalty 2899.169873 = -891737.585431
  nChanged 528
		SP:Iteration 4F (94923.060000 sec): 3 clusters
  Score: Raw -895037.070541 + Penalty 2899.169873 = -892137.900667
  nChanged 429
		SP:Iteration 5F (94923.360000 sec): 3 clusters
  Score: Raw -895323.007177 + Penalty 2899.169873 = -892423.837304
  nChanged 325
		SP:Iteration 6Q (94923.680000 sec): 3 clusters
  Score: Raw -895491.796355 + Penalty 2899.169873 = -892592.626482
  nChanged 233
		SP:Iteration 7Q (94923.920000 sec): 3 clusters
  Score: Raw -895590.682900 + Penalty 2899.169873 = -892691.513026
  nChanged 183
		SP:Iteration 8Q (94924.120000 sec): 3 clusters
  Score: Raw -895653.617371 + Penalty 2899.169873 = -892754.447498
  nChanged 126
		SP:Iteration 9Q (94924.360000 sec): 3 clusters
  Score: Raw -895692.227784 + Penalty 2899.169873 = -892793.057911
  nChanged 87
		SP:Iteration 10Q (94924.600000 sec): 3 clusters
  Score: Raw -895715.035389 + Penalty 2899.169873 = -892815.865516
  nChanged 62
		SP:Iteration 11Q (94924.860000 sec): 3 clusters
  Score: Raw -895728.961422 + Penalty 2899.169873 = -892829.791549
  nChanged 55
		SP:Iteration 12Q (94925.100000 sec): 3 clusters
  Score: Raw -895741.208580 + Penalty 2899.169873 = -892842.038707
  nChanged 32
		SP:Iteration 13Q (94925.290000 sec): 3 clusters
  Score: Raw -895747.702834 + Penalty 2899.169873 = -892848.532960
  nChanged 30
		SP:Iteration 14Q (94925.480000 sec): 3 clusters
  Score: Raw -895753.988014 + Penalty 2899.169873 = -892854.818141
  nChanged 28
		SP:Iteration 15Q (94925.670000 sec): 3 clusters
  Score: Raw -895759.070161 + Penalty 2899.169873 = -892859.900288
  nChanged 23
		SP:Iteration 16Q (94925.920000 sec): 3 clusters
  Score: Raw -895762.775972 + Penalty 2899.169873 = -892863.606098
  nChanged 18
		SP:Iteration 17Q (94926.140000 sec): 3 clusters
  Score: Raw -895765.697425 + Penalty 2899.169873 = -892866.527551
  nChanged 15
		SP:Iteration 18Q (94926.410000 sec): 3 clusters
  Score: Raw -895767.907488 + Penalty 2899.169873 = -892868.737615
  nChanged 18
		SP:Iteration 19Q (94926.630000 sec): 3 clusters
  Score: Raw -895771.121876 + Penalty 2899.169873 = -892871.952003
  nChanged 15
		SP:Iteration 20F (94926.870000 sec): 3 clusters
  Score: Raw -895773.246595 + Penalty 2899.169873 = -892874.076722
  nChanged 13
		SP:Iteration 21Q (94927.110000 sec): 3 clusters
  Score: Raw -895775.360670 + Penalty 2899.169873 = -892876.190797
  nChanged 7
		SP:Iteration 22Q (94927.360000 sec): 3 clusters
  Score: Raw -895776.130319 + Penalty 2899.169873 = -892876.960445
  nChanged 6
		SP:Iteration 23Q (94927.610000 sec): 3 clusters
  Score: Raw -895777.285221 + Penalty 2899.169873 = -892878.115347
  nChanged 8
		SP:Iteration 24Q (94927.780000 sec): 3 clusters
  Score: Raw -895778.279070 + Penalty 2899.169873 = -892879.109196
  nChanged 9
		SP:Iteration 25Q (94927.990000 sec): 3 clusters
  Score: Raw -895779.514718 + Penalty 2899.169873 = -892880.344844
  nChanged 11
		SP:Iteration 26Q (94928.270000 sec): 3 clusters
  Score: Raw -895780.895846 + Penalty 2899.169873 = -892881.725972
  nChanged 11
		SP:Iteration 27Q (94928.460000 sec): 3 clusters
  Score: Raw -895783.332951 + Penalty 2899.169873 = -892884.163077
  nChanged 14
		SP:Iteration 28Q (94928.650000 sec): 3 clusters
  Score: Raw -895785.656464 + Penalty 2899.169873 = -892886.486590
  nChanged 13
		SP:Iteration 29Q (94928.930000 sec): 3 clusters
  Score: Raw -895787.238914 + Penalty 2899.169873 = -892888.069040
  nChanged 13
		SP:Iteration 30Q (94929.160000 sec): 3 clusters
  Score: Raw -895789.130455 + Penalty 2899.169873 = -892889.960582
  nChanged 8
		SP:Iteration 31Q (94929.390000 sec): 3 clusters
  Score: Raw -895790.460827 + Penalty 2899.169873 = -892891.290953
  nChanged 9
		SP:Iteration 32Q (94929.620000 sec): 3 clusters
  Score: Raw -895791.862993 + Penalty 2899.169873 = -892892.693120
  nChanged 10
		SP:Iteration 33Q (94929.870000 sec): 3 clusters
  Score: Raw -895793.353765 + Penalty 2899.169873 = -892894.183891
  nChanged 10
		SP:Iteration 34Q (94930.100000 sec): 3 clusters
  Score: Raw -895794.597384 + Penalty 2899.169873 = -892895.427511
  nChanged 11
		SP:Iteration 35Q (94930.340000 sec): 3 clusters
  Score: Raw -895796.409094 + Penalty 2899.169873 = -892897.239220
  nChanged 12
		SP:Iteration 36Q (94930.580000 sec): 3 clusters
  Score: Raw -895798.476532 + Penalty 2899.169873 = -892899.306659
  nChanged 12
		SP:Iteration 37Q (94930.840000 sec): 3 clusters
  Score: Raw -895800.524179 + Penalty 2899.169873 = -892901.354306
  nChanged 13
		SP:Iteration 38Q (94931.070000 sec): 3 clusters
  Score: Raw -895802.405124 + Penalty 2899.169873 = -892903.235251
  nChanged 10
		SP:Iteration 39Q (94931.350000 sec): 3 clusters
  Score: Raw -895803.831465 + Penalty 2899.169873 = -892904.661591
  nChanged 7
		SP:Iteration 40F (94931.560000 sec): 3 clusters
  Score: Raw -895804.759762 + Penalty 2899.169873 = -892905.589889
  nChanged 8
		SP:Iteration 41Q (94931.820000 sec): 3 clusters
  Score: Raw -895805.836882 + Penalty 2899.169873 = -892906.667008
  nChanged 10
		SP:Iteration 42Q (94932.060000 sec): 3 clusters
  Score: Raw -895806.887013 + Penalty 2899.169873 = -892907.717139
  nChanged 4
		SP:Iteration 43Q (94932.250000 sec): 3 clusters
  Score: Raw -895807.457296 + Penalty 2899.169873 = -892908.287422
  nChanged 2
		SP:Iteration 44Q (94932.410000 sec): 3 clusters
  Score: Raw -895807.689679 + Penalty 2899.169873 = -892908.519805
  nChanged 2
		SP:Iteration 45Q (94932.630000 sec): 3 clusters
  Score: Raw -895807.982592 + Penalty 2899.169873 = -892908.812719
  nChanged 2
		SP:Iteration 46Q (94932.880000 sec): 3 clusters
  Score: Raw -895808.143821 + Penalty 2899.169873 = -892908.973947
  nChanged 2
		SP:Iteration 47Q (94933.120000 sec): 3 clusters
  Score: Raw -895808.652731 + Penalty 2899.169873 = -892909.482858
  nChanged 3
		SP:Iteration 48Q (94933.370000 sec): 3 clusters
  Score: Raw -895809.179759 + Penalty 2899.169873 = -892910.009886
  nChanged 3
		SP:Iteration 49Q (94933.630000 sec): 3 clusters
  Score: Raw -895809.441110 + Penalty 2899.169873 = -892910.271237
  nChanged 1
		SP:Iteration 50Q (94933.900000 sec): 3 clusters
  Score: Raw -895809.493434 + Penalty 2899.169873 = -892910.323561
  nChanged 3
		SP:Iteration 51Q (94934.150000 sec): 3 clusters
  Score: Raw -895809.774234 + Penalty 2899.169873 = -892910.604360
  nChanged 4
		SP:Iteration 52Q (94934.360000 sec): 3 clusters
  Score: Raw -895810.162009 + Penalty 2899.169873 = -892910.992136
  nChanged 3
		SP:Iteration 53Q (94934.580000 sec): 3 clusters
  Score: Raw -895810.535809 + Penalty 2899.169873 = -892911.365936
  nChanged 5
		SP:Iteration 54Q (94934.780000 sec): 3 clusters
  Score: Raw -895811.028722 + Penalty 2899.169873 = -892911.858849
  nChanged 2
		SP:Iteration 55Q (94935.000000 sec): 3 clusters
  Score: Raw -895811.388481 + Penalty 2899.169873 = -892912.218607
  nChanged 2
		SP:Iteration 56Q (94935.190000 sec): 3 clusters
  Score: Raw -895811.769049 + Penalty 2899.169873 = -892912.599176
  nChanged 3
		SP:Iteration 57Q (94935.440000 sec): 3 clusters
  Score: Raw -895812.391637 + Penalty 2899.169873 = -892913.221764
  nChanged 3
		SP:Iteration 58Q (94935.670000 sec): 3 clusters
  Score: Raw -895812.751425 + Penalty 2899.169873 = -892913.581552
  nChanged 3
		SP:Iteration 59Q (94935.940000 sec): 3 clusters
  Score: Raw -895813.055082 + Penalty 2899.169873 = -892913.885209
  nChanged 4
		SP:Iteration 60F (94936.170000 sec): 3 clusters
  Score: Raw -895813.618769 + Penalty 2899.169873 = -892914.448896
  nChanged 7
		SP:Iteration 61Q (94936.380000 sec): 3 clusters
  Score: Raw -895814.858641 + Penalty 2899.169873 = -892915.688768
  nChanged 8
		SP:Iteration 62Q (94936.600000 sec): 3 clusters
  Score: Raw -895815.956549 + Penalty 2899.169873 = -892916.786676
  nChanged 4
		SP:Iteration 63Q (94936.850000 sec): 3 clusters
  Score: Raw -895816.296406 + Penalty 2899.169873 = -892917.126532
  nChanged 1
		SP:Iteration 64Q (94937.030000 sec): 3 clusters
  Score: Raw -895816.443897 + Penalty 2899.169873 = -892917.274023
  nChanged 0
		SP:Iteration 65F (94937.210000 sec): 3 clusters
  Score: Raw -895816.443897 + Penalty 2899.169873 = -892917.274023
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94937.330000 sec): 2 clusters
  Score: Raw -23161.399883 + Penalty 878.665413 = -22282.734470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94937.560000 sec): 3 clusters
  Score: Raw -23309.259056 + Penalty 1757.330826 = -21551.928230
  nChanged 50
		SP:Iteration 1F (94937.780000 sec): 3 clusters
  Score: Raw -23434.801037 + Penalty 1757.330826 = -21677.470211
  nChanged 5
		SP:Iteration 2Q (94937.990000 sec): 3 clusters
  Score: Raw -23442.864125 + Penalty 1757.330826 = -21685.533299
  nChanged 2
		SP:Iteration 3Q (94938.140000 sec): 3 clusters
  Score: Raw -23448.625390 + Penalty 1757.330826 = -21691.294565
  nChanged 3
		SP:Iteration 4Q (94938.340000 sec): 3 clusters
  Score: Raw -23457.396536 + Penalty 1757.330826 = -21700.065710
  nChanged 3
		SP:Iteration 5Q (94938.480000 sec): 3 clusters
  Score: Raw -23465.498799 + Penalty 1757.330826 = -21708.167973
  nChanged 0
		SP:Iteration 6F (94938.630000 sec): 3 clusters
  Score: Raw -23465.498799 + Penalty 1757.330826 = -21708.167973
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94938.880000 sec): 2 clusters
  Score: Raw -3042325.282631 + Penalty 1658.756403 = -3040666.526228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94939.220000 sec): 3 clusters
  Score: Raw -3025732.368870 + Penalty 3317.512807 = -3022414.856064
  nChanged 12438
		SP:Iteration 1F (94939.540000 sec): 3 clusters
  Score: Raw -3032709.300111 + Penalty 3317.512807 = -3029391.787304
  nChanged 1463
		SP:Iteration 2F (94939.920000 sec): 3 clusters
  Score: Raw -3033339.308780 + Penalty 3317.512807 = -3030021.795973
  nChanged 1447
		SP:Iteration 3F (94940.290000 sec): 3 clusters
  Score: Raw -3034058.407289 + Penalty 3317.512807 = -3030740.894482
  nChanged 1540
		SP:Iteration 4F (94940.620000 sec): 3 clusters
  Score: Raw -3034910.909889 + Penalty 3317.512807 = -3031593.397082
  nChanged 1514
		SP:Iteration 5F (94940.880000 sec): 3 clusters
  Score: Raw -3035795.118277 + Penalty 3317.512807 = -3032477.605470
  nChanged 1500
		SP:Iteration 6F (94941.260000 sec): 3 clusters
  Score: Raw -3036697.532337 + Penalty 3317.512807 = -3033380.019530
  nChanged 1420
		SP:Iteration 7F (94941.560000 sec): 3 clusters
  Score: Raw -3037598.306072 + Penalty 3317.512807 = -3034280.793265
  nChanged 1296
		SP:Iteration 8Q (94941.980000 sec): 3 clusters
  Score: Raw -3038411.570572 + Penalty 3317.512807 = -3035094.057765
  nChanged 1143
		SP:Iteration 9Q (94942.320000 sec): 3 clusters
  Score: Raw -3039089.100626 + Penalty 3317.512807 = -3035771.587819
  nChanged 1027
		SP:Iteration 10Q (94942.670000 sec): 3 clusters
  Score: Raw -3039666.157464 + Penalty 3317.512807 = -3036348.644658
  nChanged 870
		SP:Iteration 11Q (94943.040000 sec): 3 clusters
  Score: Raw -3040116.989798 + Penalty 3317.512807 = -3036799.476991
  nChanged 720
		SP:Iteration 12Q (94943.390000 sec): 3 clusters
  Score: Raw -3040499.191490 + Penalty 3317.512807 = -3037181.678684
  nChanged 597
		SP:Iteration 13Q (94943.770000 sec): 3 clusters
  Score: Raw -3040812.832859 + Penalty 3317.512807 = -3037495.320052
  nChanged 560
		SP:Iteration 14Q (94944.170000 sec): 3 clusters
  Score: Raw -3041089.226868 + Penalty 3317.512807 = -3037771.714062
  nChanged 532
		SP:Iteration 15Q (94944.500000 sec): 3 clusters
  Score: Raw -3041356.051293 + Penalty 3317.512807 = -3038038.538486
  nChanged 480
		SP:Iteration 16Q (94944.800000 sec): 3 clusters
  Score: Raw -3041593.785507 + Penalty 3317.512807 = -3038276.272701
  nChanged 421
		SP:Iteration 17Q (94945.110000 sec): 3 clusters
  Score: Raw -3041802.884478 + Penalty 3317.512807 = -3038485.371671
  nChanged 354
		SP:Iteration 18Q (94945.510000 sec): 3 clusters
  Score: Raw -3041963.302068 + Penalty 3317.512807 = -3038645.789261
  nChanged 297
		SP:Iteration 19Q (94945.820000 sec): 3 clusters
  Score: Raw -3042104.327809 + Penalty 3317.512807 = -3038786.815003
  nChanged 262
		SP:Iteration 20F (94946.110000 sec): 3 clusters
  Score: Raw -3042225.923251 + Penalty 3317.512807 = -3038908.410444
  nChanged 234
		SP:Iteration 21Q (94946.420000 sec): 3 clusters
  Score: Raw -3042336.026660 + Penalty 3317.512807 = -3039018.513854
  nChanged 203
		SP:Iteration 22Q (94946.720000 sec): 3 clusters
  Score: Raw -3042433.205812 + Penalty 3317.512807 = -3039115.693006
  nChanged 179
		SP:Iteration 23Q (94947.060000 sec): 3 clusters
  Score: Raw -3042516.857307 + Penalty 3317.512807 = -3039199.344500
  nChanged 150
		SP:Iteration 24Q (94947.380000 sec): 3 clusters
  Score: Raw -3042581.559198 + Penalty 3317.512807 = -3039264.046391
  nChanged 114
		SP:Iteration 25Q (94947.660000 sec): 3 clusters
  Score: Raw -3042633.423594 + Penalty 3317.512807 = -3039315.910787
  nChanged 109
		SP:Iteration 26Q (94948.030000 sec): 3 clusters
  Score: Raw -3042684.042566 + Penalty 3317.512807 = -3039366.529759
  nChanged 89
		SP:Iteration 27Q (94948.290000 sec): 3 clusters
  Score: Raw -3042722.652020 + Penalty 3317.512807 = -3039405.139213
  nChanged 66
		SP:Iteration 28Q (94948.610000 sec): 3 clusters
  Score: Raw -3042748.107286 + Penalty 3317.512807 = -3039430.594479
  nChanged 48
		SP:Iteration 29Q (94948.960000 sec): 3 clusters
  Score: Raw -3042765.075828 + Penalty 3317.512807 = -3039447.563021
  nChanged 44
		SP:Iteration 30Q (94949.260000 sec): 3 clusters
  Score: Raw -3042780.304727 + Penalty 3317.512807 = -3039462.791920
  nChanged 38
		SP:Iteration 31Q (94949.620000 sec): 3 clusters
  Score: Raw -3042793.713465 + Penalty 3317.512807 = -3039476.200658
  nChanged 29
		SP:Iteration 32Q (94949.940000 sec): 3 clusters
  Score: Raw -3042803.151315 + Penalty 3317.512807 = -3039485.638508
  nChanged 27
		SP:Iteration 33Q (94950.250000 sec): 3 clusters
  Score: Raw -3042812.080233 + Penalty 3317.512807 = -3039494.567426
  nChanged 28
		SP:Iteration 34Q (94950.540000 sec): 3 clusters
  Score: Raw -3042823.395165 + Penalty 3317.512807 = -3039505.882358
  nChanged 28
		SP:Iteration 35Q (94950.880000 sec): 3 clusters
  Score: Raw -3042833.085128 + Penalty 3317.512807 = -3039515.572321
  nChanged 21
		SP:Iteration 36Q (94951.180000 sec): 3 clusters
  Score: Raw -3042840.908739 + Penalty 3317.512807 = -3039523.395932
  nChanged 19
		SP:Iteration 37Q (94951.540000 sec): 3 clusters
  Score: Raw -3042847.568824 + Penalty 3317.512807 = -3039530.056017
  nChanged 13
		SP:Iteration 38Q (94951.880000 sec): 3 clusters
  Score: Raw -3042851.046189 + Penalty 3317.512807 = -3039533.533382
  nChanged 10
		SP:Iteration 39Q (94952.180000 sec): 3 clusters
  Score: Raw -3042855.616776 + Penalty 3317.512807 = -3039538.103969
  nChanged 14
		SP:Iteration 40F (94952.540000 sec): 3 clusters
  Score: Raw -3042862.747663 + Penalty 3317.512807 = -3039545.234856
  nChanged 14
		SP:Iteration 41Q (94952.790000 sec): 3 clusters
  Score: Raw -3042869.735297 + Penalty 3317.512807 = -3039552.222490
  nChanged 8
		SP:Iteration 42Q (94953.080000 sec): 3 clusters
  Score: Raw -3042872.303333 + Penalty 3317.512807 = -3039554.790526
  nChanged 6
		SP:Iteration 43Q (94953.420000 sec): 3 clusters
  Score: Raw -3042874.618086 + Penalty 3317.512807 = -3039557.105279
  nChanged 6
		SP:Iteration 44Q (94953.690000 sec): 3 clusters
  Score: Raw -3042876.240870 + Penalty 3317.512807 = -3039558.728063
  nChanged 4
		SP:Iteration 45Q (94953.990000 sec): 3 clusters
  Score: Raw -3042877.786585 + Penalty 3317.512807 = -3039560.273778
  nChanged 6
		SP:Iteration 46Q (94954.300000 sec): 3 clusters
  Score: Raw -3042879.494107 + Penalty 3317.512807 = -3039561.981300
  nChanged 6
		SP:Iteration 47Q (94954.590000 sec): 3 clusters
  Score: Raw -3042882.395822 + Penalty 3317.512807 = -3039564.883016
  nChanged 11
		SP:Iteration 48Q (94954.920000 sec): 3 clusters
  Score: Raw -3042887.131983 + Penalty 3317.512807 = -3039569.619176
  nChanged 8
		SP:Iteration 49Q (94955.240000 sec): 3 clusters
  Score: Raw -3042889.959513 + Penalty 3317.512807 = -3039572.446706
  nChanged 5
		SP:Iteration 50Q (94955.650000 sec): 3 clusters
  Score: Raw -3042891.825131 + Penalty 3317.512807 = -3039574.312324
  nChanged 10
		SP:Iteration 51Q (94955.940000 sec): 3 clusters
  Score: Raw -3042897.421122 + Penalty 3317.512807 = -3039579.908315
  nChanged 9
		SP:Iteration 52Q (94956.260000 sec): 3 clusters
  Score: Raw -3042901.609020 + Penalty 3317.512807 = -3039584.096213
  nChanged 10
		SP:Iteration 53Q (94956.520000 sec): 3 clusters
  Score: Raw -3042906.238898 + Penalty 3317.512807 = -3039588.726091
  nChanged 8
		SP:Iteration 54Q (94956.850000 sec): 3 clusters
  Score: Raw -3042909.154575 + Penalty 3317.512807 = -3039591.641768
  nChanged 7
		SP:Iteration 55Q (94957.140000 sec): 3 clusters
  Score: Raw -3042911.465615 + Penalty 3317.512807 = -3039593.952808
  nChanged 10
		SP:Iteration 56Q (94957.430000 sec): 3 clusters
  Score: Raw -3042916.954912 + Penalty 3317.512807 = -3039599.442105
  nChanged 10
		SP:Iteration 57Q (94957.690000 sec): 3 clusters
  Score: Raw -3042920.722304 + Penalty 3317.512807 = -3039603.209497
  nChanged 6
		SP:Iteration 58Q (94958.010000 sec): 3 clusters
  Score: Raw -3042923.711535 + Penalty 3317.512807 = -3039606.198728
  nChanged 8
		SP:Iteration 59Q (94958.310000 sec): 3 clusters
  Score: Raw -3042926.258986 + Penalty 3317.512807 = -3039608.746179
  nChanged 1
		SP:Iteration 60F (94958.610000 sec): 3 clusters
  Score: Raw -3042926.394952 + Penalty 3317.512807 = -3039608.882145
  nChanged 1
		SP:Iteration 61Q (94958.970000 sec): 3 clusters
  Score: Raw -3042926.518932 + Penalty 3317.512807 = -3039609.006125
  nChanged 0
		SP:Iteration 62F (94959.280000 sec): 3 clusters
  Score: Raw -3042926.518932 + Penalty 3317.512807 = -3039609.006125
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94959.420000 sec): 2 clusters
  Score: Raw -657235.882005 + Penalty 1398.017950 = -655837.864055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94959.550000 sec): 3 clusters
  Score: Raw -654363.837578 + Penalty 2796.035900 = -651567.801678
  nChanged 2232
		SP:Iteration 1F (94959.720000 sec): 3 clusters
  Score: Raw -655580.652369 + Penalty 2796.035900 = -652784.616469
  nChanged 404
		SP:Iteration 2F (94959.910000 sec): 3 clusters
  Score: Raw -655799.630341 + Penalty 2796.035900 = -653003.594441
  nChanged 300
		SP:Iteration 3F (94960.070000 sec): 3 clusters
  Score: Raw -655946.869183 + Penalty 2796.035900 = -653150.833283
  nChanged 243
		SP:Iteration 4Q (94960.290000 sec): 3 clusters
  Score: Raw -656063.248409 + Penalty 2796.035900 = -653267.212509
  nChanged 211
		SP:Iteration 5Q (94960.470000 sec): 3 clusters
  Score: Raw -656167.776649 + Penalty 2796.035900 = -653371.740749
  nChanged 215
		SP:Iteration 6Q (94960.650000 sec): 3 clusters
  Score: Raw -656272.736496 + Penalty 2796.035900 = -653476.700596
  nChanged 213
		SP:Iteration 7Q (94960.870000 sec): 3 clusters
  Score: Raw -656391.211231 + Penalty 2796.035900 = -653595.175331
  nChanged 204
		SP:Iteration 8Q (94961.030000 sec): 3 clusters
  Score: Raw -656519.204063 + Penalty 2796.035900 = -653723.168163
  nChanged 211
		SP:Iteration 9Q (94961.230000 sec): 3 clusters
  Score: Raw -656648.191072 + Penalty 2796.035900 = -653852.155172
  nChanged 199
		SP:Iteration 10Q (94961.390000 sec): 3 clusters
  Score: Raw -656762.177710 + Penalty 2796.035900 = -653966.141810
  nChanged 179
		SP:Iteration 11Q (94961.610000 sec): 3 clusters
  Score: Raw -656854.379722 + Penalty 2796.035900 = -654058.343822
  nChanged 142
		SP:Iteration 12Q (94961.850000 sec): 3 clusters
  Score: Raw -656945.308737 + Penalty 2796.035900 = -654149.272837
  nChanged 144
		SP:Iteration 13Q (94962.030000 sec): 3 clusters
  Score: Raw -657023.711852 + Penalty 2796.035900 = -654227.675952
  nChanged 112
		SP:Iteration 14Q (94962.230000 sec): 3 clusters
  Score: Raw -657096.185214 + Penalty 2796.035900 = -654300.149314
  nChanged 98
		SP:Iteration 15Q (94962.390000 sec): 3 clusters
  Score: Raw -657160.681197 + Penalty 2796.035900 = -654364.645297
  nChanged 86
		SP:Iteration 16Q (94962.600000 sec): 3 clusters
  Score: Raw -657213.552147 + Penalty 2796.035900 = -654417.516247
  nChanged 72
		SP:Iteration 17Q (94962.780000 sec): 3 clusters
  Score: Raw -657260.980892 + Penalty 2796.035900 = -654464.944992
  nChanged 48
		SP:Iteration 18Q (94962.970000 sec): 3 clusters
  Score: Raw -657290.491188 + Penalty 2796.035900 = -654494.455288
  nChanged 50
		SP:Iteration 19Q (94963.170000 sec): 3 clusters
  Score: Raw -657322.767340 + Penalty 2796.035900 = -654526.731440
  nChanged 39
		SP:Iteration 20F (94963.380000 sec): 3 clusters
  Score: Raw -657342.681809 + Penalty 2796.035900 = -654546.645909
  nChanged 32
		SP:Iteration 21Q (94963.590000 sec): 3 clusters
  Score: Raw -657360.404400 + Penalty 2796.035900 = -654564.368500
  nChanged 31
		SP:Iteration 22Q (94963.770000 sec): 3 clusters
  Score: Raw -657376.602872 + Penalty 2796.035900 = -654580.566972
  nChanged 24
		SP:Iteration 23Q (94963.930000 sec): 3 clusters
  Score: Raw -657392.620149 + Penalty 2796.035900 = -654596.584249
  nChanged 23
		SP:Iteration 24Q (94964.080000 sec): 3 clusters
  Score: Raw -657405.808388 + Penalty 2796.035900 = -654609.772488
  nChanged 22
		SP:Iteration 25Q (94964.250000 sec): 3 clusters
  Score: Raw -657417.455495 + Penalty 2796.035900 = -654621.419595
  nChanged 17
		SP:Iteration 26Q (94964.430000 sec): 3 clusters
  Score: Raw -657426.257716 + Penalty 2796.035900 = -654630.221816
  nChanged 8
		SP:Iteration 27Q (94964.650000 sec): 3 clusters
  Score: Raw -657431.250477 + Penalty 2796.035900 = -654635.214577
  nChanged 15
		SP:Iteration 28Q (94964.800000 sec): 3 clusters
  Score: Raw -657440.422940 + Penalty 2796.035900 = -654644.387040
  nChanged 12
		SP:Iteration 29Q (94964.970000 sec): 3 clusters
  Score: Raw -657447.816301 + Penalty 2796.035900 = -654651.780401
  nChanged 11
		SP:Iteration 30Q (94965.210000 sec): 3 clusters
  Score: Raw -657456.205040 + Penalty 2796.035900 = -654660.169140
  nChanged 15
		SP:Iteration 31Q (94965.410000 sec): 3 clusters
  Score: Raw -657463.712790 + Penalty 2796.035900 = -654667.676890
  nChanged 13
		SP:Iteration 32Q (94965.570000 sec): 3 clusters
  Score: Raw -657470.189554 + Penalty 2796.035900 = -654674.153654
  nChanged 14
		SP:Iteration 33Q (94965.760000 sec): 3 clusters
  Score: Raw -657477.793691 + Penalty 2796.035900 = -654681.757791
  nChanged 11
		SP:Iteration 34Q (94965.940000 sec): 3 clusters
  Score: Raw -657484.852098 + Penalty 2796.035900 = -654688.816198
  nChanged 11
		SP:Iteration 35Q (94966.160000 sec): 3 clusters
  Score: Raw -657491.718431 + Penalty 2796.035900 = -654695.682531
  nChanged 9
		SP:Iteration 36Q (94966.360000 sec): 3 clusters
  Score: Raw -657496.407016 + Penalty 2796.035900 = -654700.371116
  nChanged 9
		SP:Iteration 37Q (94966.570000 sec): 3 clusters
  Score: Raw -657499.523494 + Penalty 2796.035900 = -654703.487594
  nChanged 4
		SP:Iteration 38Q (94966.760000 sec): 3 clusters
  Score: Raw -657500.861763 + Penalty 2796.035900 = -654704.825863
  nChanged 6
		SP:Iteration 39Q (94966.930000 sec): 3 clusters
  Score: Raw -657505.162578 + Penalty 2796.035900 = -654709.126678
  nChanged 9
		SP:Iteration 40F (94967.100000 sec): 3 clusters
  Score: Raw -657511.659582 + Penalty 2796.035900 = -654715.623682
  nChanged 11
		SP:Iteration 41Q (94967.270000 sec): 3 clusters
  Score: Raw -657521.854232 + Penalty 2796.035900 = -654725.818332
  nChanged 10
		SP:Iteration 42Q (94967.440000 sec): 3 clusters
  Score: Raw -657528.232783 + Penalty 2796.035900 = -654732.196883
  nChanged 11
		SP:Iteration 43Q (94967.660000 sec): 3 clusters
  Score: Raw -657533.880167 + Penalty 2796.035900 = -654737.844267
  nChanged 3
		SP:Iteration 44Q (94967.850000 sec): 3 clusters
  Score: Raw -657535.219365 + Penalty 2796.035900 = -654739.183465
  nChanged 2
		SP:Iteration 45Q (94968.110000 sec): 3 clusters
  Score: Raw -657536.013937 + Penalty 2796.035900 = -654739.978037
  nChanged 1
		SP:Iteration 46Q (94968.350000 sec): 3 clusters
  Score: Raw -657536.285139 + Penalty 2796.035900 = -654740.249239
  nChanged 0
		SP:Iteration 47F (94968.590000 sec): 3 clusters
  Score: Raw -657536.285139 + Penalty 2796.035900 = -654740.249239
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94968.680000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94968.880000 sec): 3 clusters
  Score: Raw -23029.345563 + Penalty 1770.189646 = -21259.155917
  nChanged 42
		SP:Iteration 1F (94969.010000 sec): 3 clusters
  Score: Raw -23139.726682 + Penalty 1770.189646 = -21369.537036
  nChanged 15
		SP:Iteration 2F (94969.220000 sec): 3 clusters
  Score: Raw -23212.470850 + Penalty 1770.189646 = -21442.281204
  nChanged 13
		SP:Iteration 3F (94969.370000 sec): 3 clusters
  Score: Raw -23254.866634 + Penalty 1770.189646 = -21484.676988
  nChanged 5
		SP:Iteration 4Q (94969.510000 sec): 3 clusters
  Score: Raw -23272.332279 + Penalty 1770.189646 = -21502.142633
  nChanged 7
		SP:Iteration 5Q (94969.610000 sec): 3 clusters
  Score: Raw -23296.174749 + Penalty 1770.189646 = -21525.985103
  nChanged 1
		SP:Iteration 6Q (94969.750000 sec): 3 clusters
  Score: Raw -23302.660715 + Penalty 1770.189646 = -21532.471069
  nChanged 2
		SP:Iteration 7Q (94969.890000 sec): 3 clusters
  Score: Raw -23313.561411 + Penalty 1770.189646 = -21543.371765
  nChanged 2
		SP:Iteration 8Q (94969.990000 sec): 3 clusters
  Score: Raw -23339.770710 + Penalty 1770.189646 = -21569.581064
  nChanged 2
		SP:Iteration 9Q (94970.130000 sec): 3 clusters
  Score: Raw -23387.613054 + Penalty 1770.189646 = -21617.423408
  nChanged 0
		SP:Iteration 10F (94970.280000 sec): 3 clusters
  Score: Raw -23387.613054 + Penalty 1770.189646 = -21617.423408
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94970.470000 sec): 2 clusters
  Score: Raw -1754612.308333 + Penalty 1557.998051 = -1753054.310282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94970.760000 sec): 3 clusters
  Score: Raw -1746134.380736 + Penalty 3115.996103 = -1743018.384633
  nChanged 6480
		SP:Iteration 1F (94971.010000 sec): 3 clusters
  Score: Raw -1749957.631902 + Penalty 3115.996103 = -1746841.635800
  nChanged 1112
		SP:Iteration 2F (94971.340000 sec): 3 clusters
  Score: Raw -1750627.323980 + Penalty 3115.996103 = -1747511.327877
  nChanged 1013
		SP:Iteration 3F (94971.610000 sec): 3 clusters
  Score: Raw -1751269.683722 + Penalty 3115.996103 = -1748153.687619
  nChanged 955
		SP:Iteration 4F (94971.810000 sec): 3 clusters
  Score: Raw -1751881.329816 + Penalty 3115.996103 = -1748765.333713
  nChanged 865
		SP:Iteration 5F (94972.080000 sec): 3 clusters
  Score: Raw -1752408.339521 + Penalty 3115.996103 = -1749292.343418
  nChanged 730
		SP:Iteration 6F (94972.400000 sec): 3 clusters
  Score: Raw -1752811.587618 + Penalty 3115.996103 = -1749695.591515
  nChanged 611
		SP:Iteration 7Q (94972.620000 sec): 3 clusters
  Score: Raw -1753130.846632 + Penalty 3115.996103 = -1750014.850529
  nChanged 551
		SP:Iteration 8Q (94972.920000 sec): 3 clusters
  Score: Raw -1753420.240290 + Penalty 3115.996103 = -1750304.244187
  nChanged 479
		SP:Iteration 9Q (94973.220000 sec): 3 clusters
  Score: Raw -1753680.835853 + Penalty 3115.996103 = -1750564.839751
  nChanged 398
		SP:Iteration 10Q (94973.510000 sec): 3 clusters
  Score: Raw -1753870.294608 + Penalty 3115.996103 = -1750754.298505
  nChanged 310
		SP:Iteration 11Q (94973.820000 sec): 3 clusters
  Score: Raw -1754027.834119 + Penalty 3115.996103 = -1750911.838016
  nChanged 287
		SP:Iteration 12Q (94974.030000 sec): 3 clusters
  Score: Raw -1754171.836453 + Penalty 3115.996103 = -1751055.840350
  nChanged 229
		SP:Iteration 13Q (94974.300000 sec): 3 clusters
  Score: Raw -1754268.320905 + Penalty 3115.996103 = -1751152.324802
  nChanged 199
		SP:Iteration 14Q (94974.610000 sec): 3 clusters
  Score: Raw -1754333.504360 + Penalty 3115.996103 = -1751217.508257
  nChanged 134
		SP:Iteration 15Q (94974.850000 sec): 3 clusters
  Score: Raw -1754369.432677 + Penalty 3115.996103 = -1751253.436574
  nChanged 111
		SP:Iteration 16Q (94975.110000 sec): 3 clusters
  Score: Raw -1754396.884923 + Penalty 3115.996103 = -1751280.888821
  nChanged 106
		SP:Iteration 17Q (94975.400000 sec): 3 clusters
  Score: Raw -1754423.833928 + Penalty 3115.996103 = -1751307.837825
  nChanged 92
		SP:Iteration 18Q (94975.600000 sec): 3 clusters
  Score: Raw -1754443.334705 + Penalty 3115.996103 = -1751327.338602
  nChanged 63
		SP:Iteration 19Q (94975.860000 sec): 3 clusters
  Score: Raw -1754456.415755 + Penalty 3115.996103 = -1751340.419652
  nChanged 60
		SP:Iteration 20F (94976.130000 sec): 3 clusters
  Score: Raw -1754466.869983 + Penalty 3115.996103 = -1751350.873881
  nChanged 46
		SP:Iteration 21Q (94976.400000 sec): 3 clusters
  Score: Raw -1754474.598397 + Penalty 3115.996103 = -1751358.602294
  nChanged 52
		SP:Iteration 22Q (94976.610000 sec): 3 clusters
  Score: Raw -1754482.516538 + Penalty 3115.996103 = -1751366.520435
  nChanged 42
		SP:Iteration 23Q (94976.830000 sec): 3 clusters
  Score: Raw -1754489.487836 + Penalty 3115.996103 = -1751373.491733
  nChanged 40
		SP:Iteration 24Q (94977.050000 sec): 3 clusters
  Score: Raw -1754495.645547 + Penalty 3115.996103 = -1751379.649444
  nChanged 40
		SP:Iteration 25Q (94977.280000 sec): 3 clusters
  Score: Raw -1754501.571941 + Penalty 3115.996103 = -1751385.575838
  nChanged 32
		SP:Iteration 26Q (94977.480000 sec): 3 clusters
  Score: Raw -1754505.433185 + Penalty 3115.996103 = -1751389.437082
  nChanged 24
		SP:Iteration 27Q (94977.710000 sec): 3 clusters
  Score: Raw -1754508.245818 + Penalty 3115.996103 = -1751392.249715
  nChanged 24
		SP:Iteration 28Q (94977.950000 sec): 3 clusters
  Score: Raw -1754511.511152 + Penalty 3115.996103 = -1751395.515050
  nChanged 23
		SP:Iteration 29Q (94978.180000 sec): 3 clusters
  Score: Raw -1754513.604543 + Penalty 3115.996103 = -1751397.608440
  nChanged 23
		SP:Iteration 30Q (94978.450000 sec): 3 clusters
  Score: Raw -1754516.457942 + Penalty 3115.996103 = -1751400.461839
  nChanged 25
		SP:Iteration 31Q (94978.680000 sec): 3 clusters
  Score: Raw -1754519.049177 + Penalty 3115.996103 = -1751403.053074
  nChanged 19
		SP:Iteration 32Q (94978.940000 sec): 3 clusters
  Score: Raw -1754520.854234 + Penalty 3115.996103 = -1751404.858132
  nChanged 13
		SP:Iteration 33Q (94979.200000 sec): 3 clusters
  Score: Raw -1754522.311156 + Penalty 3115.996103 = -1751406.315054
  nChanged 12
		SP:Iteration 34Q (94979.450000 sec): 3 clusters
  Score: Raw -1754523.778741 + Penalty 3115.996103 = -1751407.782638
  nChanged 10
		SP:Iteration 35Q (94979.730000 sec): 3 clusters
  Score: Raw -1754524.591120 + Penalty 3115.996103 = -1751408.595017
  nChanged 10
		SP:Iteration 36Q (94980.010000 sec): 3 clusters
  Score: Raw -1754525.640862 + Penalty 3115.996103 = -1751409.644759
  nChanged 8
		SP:Iteration 37Q (94980.290000 sec): 3 clusters
  Score: Raw -1754526.434714 + Penalty 3115.996103 = -1751410.438611
  nChanged 6
		SP:Iteration 38Q (94980.550000 sec): 3 clusters
  Score: Raw -1754526.910929 + Penalty 3115.996103 = -1751410.914826
  nChanged 4
		SP:Iteration 39Q (94980.830000 sec): 3 clusters
  Score: Raw -1754527.221149 + Penalty 3115.996103 = -1751411.225046
  nChanged 4
		SP:Iteration 40F (94981.090000 sec): 3 clusters
  Score: Raw -1754527.655964 + Penalty 3115.996103 = -1751411.659861
  nChanged 3
		SP:Iteration 41Q (94981.330000 sec): 3 clusters
  Score: Raw -1754528.089138 + Penalty 3115.996103 = -1751412.093035
  nChanged 7
		SP:Iteration 42Q (94981.590000 sec): 3 clusters
  Score: Raw -1754528.702599 + Penalty 3115.996103 = -1751412.706496
  nChanged 6
		SP:Iteration 43Q (94981.850000 sec): 3 clusters
  Score: Raw -1754529.188495 + Penalty 3115.996103 = -1751413.192393
  nChanged 6
		SP:Iteration 44Q (94982.060000 sec): 3 clusters
  Score: Raw -1754529.820897 + Penalty 3115.996103 = -1751413.824794
  nChanged 5
		SP:Iteration 45Q (94982.320000 sec): 3 clusters
  Score: Raw -1754530.569081 + Penalty 3115.996103 = -1751414.572978
  nChanged 8
		SP:Iteration 46Q (94982.560000 sec): 3 clusters
  Score: Raw -1754531.304335 + Penalty 3115.996103 = -1751415.308232
  nChanged 5
		SP:Iteration 47Q (94982.860000 sec): 3 clusters
  Score: Raw -1754531.858136 + Penalty 3115.996103 = -1751415.862033
  nChanged 1
		SP:Iteration 48Q (94983.100000 sec): 3 clusters
  Score: Raw -1754531.907716 + Penalty 3115.996103 = -1751415.911613
  nChanged 1
		SP:Iteration 49Q (94983.360000 sec): 3 clusters
  Score: Raw -1754531.976374 + Penalty 3115.996103 = -1751415.980271
  nChanged 1
		SP:Iteration 50Q (94983.590000 sec): 3 clusters
  Score: Raw -1754532.069596 + Penalty 3115.996103 = -1751416.073493
  nChanged 2
		SP:Iteration 51Q (94983.890000 sec): 3 clusters
  Score: Raw -1754532.287741 + Penalty 3115.996103 = -1751416.291639
  nChanged 2
		SP:Iteration 52Q (94984.150000 sec): 3 clusters
  Score: Raw -1754532.432929 + Penalty 3115.996103 = -1751416.436826
  nChanged 2
		SP:Iteration 53Q (94984.390000 sec): 3 clusters
  Score: Raw -1754532.489461 + Penalty 3115.996103 = -1751416.493358
  nChanged 1
		SP:Iteration 54Q (94984.670000 sec): 3 clusters
  Score: Raw -1754532.494115 + Penalty 3115.996103 = -1751416.498012
  nChanged 0
		SP:Iteration 55F (94984.910000 sec): 3 clusters
  Score: Raw -1754532.494115 + Penalty 3115.996103 = -1751416.498012
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (7715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94985.070000 sec): 2 clusters
  Score: Raw -904812.646382 + Penalty 1454.524787 = -903358.121595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94985.280000 sec): 3 clusters
  Score: Raw -900510.922117 + Penalty 2909.049574 = -897601.872543
  nChanged 3250
		SP:Iteration 1F (94985.460000 sec): 3 clusters
  Score: Raw -902319.459634 + Penalty 2909.049574 = -899410.410060
  nChanged 473
		SP:Iteration 2F (94985.680000 sec): 3 clusters
  Score: Raw -902532.400410 + Penalty 2909.049574 = -899623.350836
  nChanged 406
		SP:Iteration 3F (94985.880000 sec): 3 clusters
  Score: Raw -902702.266499 + Penalty 2909.049574 = -899793.216925
  nChanged 335
		SP:Iteration 4Q (94986.150000 sec): 3 clusters
  Score: Raw -902861.692985 + Penalty 2909.049574 = -899952.643412
  nChanged 347
		SP:Iteration 5Q (94986.350000 sec): 3 clusters
  Score: Raw -903038.580862 + Penalty 2909.049574 = -900129.531288
  nChanged 348
		SP:Iteration 6Q (94986.540000 sec): 3 clusters
  Score: Raw -903206.506836 + Penalty 2909.049574 = -900297.457263
  nChanged 350
		SP:Iteration 7Q (94986.750000 sec): 3 clusters
  Score: Raw -903405.105827 + Penalty 2909.049574 = -900496.056253
  nChanged 359
		SP:Iteration 8Q (94986.960000 sec): 3 clusters
  Score: Raw -903610.654789 + Penalty 2909.049574 = -900701.605216
  nChanged 324
		SP:Iteration 9Q (94987.210000 sec): 3 clusters
  Score: Raw -903799.550037 + Penalty 2909.049574 = -900890.500463
  nChanged 302
		SP:Iteration 10Q (94987.450000 sec): 3 clusters
  Score: Raw -903990.022667 + Penalty 2909.049574 = -901080.973094
  nChanged 294
		SP:Iteration 11Q (94987.720000 sec): 3 clusters
  Score: Raw -904184.207243 + Penalty 2909.049574 = -901275.157670
  nChanged 253
		SP:Iteration 12Q (94987.950000 sec): 3 clusters
  Score: Raw -904366.668830 + Penalty 2909.049574 = -901457.619257
  nChanged 233
		SP:Iteration 13Q (94988.200000 sec): 3 clusters
  Score: Raw -904533.805711 + Penalty 2909.049574 = -901624.756138
  nChanged 197
		SP:Iteration 14Q (94988.420000 sec): 3 clusters
  Score: Raw -904687.808534 + Penalty 2909.049574 = -901778.758960
  nChanged 152
		SP:Iteration 15Q (94988.630000 sec): 3 clusters
  Score: Raw -904813.409567 + Penalty 2909.049574 = -901904.359994
  nChanged 100
		SP:Iteration 16Q (94988.910000 sec): 3 clusters
  Score: Raw -904904.646405 + Penalty 2909.049574 = -901995.596832
  nChanged 81
		SP:Iteration 17Q (94989.090000 sec): 3 clusters
  Score: Raw -904977.856555 + Penalty 2909.049574 = -902068.806982
  nChanged 52
		SP:Iteration 18Q (94989.320000 sec): 3 clusters
  Score: Raw -905023.556940 + Penalty 2909.049574 = -902114.507366
  nChanged 33
		SP:Iteration 19Q (94989.560000 sec): 3 clusters
  Score: Raw -905050.796865 + Penalty 2909.049574 = -902141.747292
  nChanged 26
		SP:Iteration 20F (94989.820000 sec): 3 clusters
  Score: Raw -905070.193124 + Penalty 2909.049574 = -902161.143550
  nChanged 13
		SP:Iteration 21Q (94990.040000 sec): 3 clusters
  Score: Raw -905080.837521 + Penalty 2909.049574 = -902171.787948
  nChanged 11
		SP:Iteration 22Q (94990.280000 sec): 3 clusters
  Score: Raw -905089.476518 + Penalty 2909.049574 = -902180.426944
  nChanged 11
		SP:Iteration 23Q (94990.490000 sec): 3 clusters
  Score: Raw -905098.436024 + Penalty 2909.049574 = -902189.386450
  nChanged 10
		SP:Iteration 24Q (94990.710000 sec): 3 clusters
  Score: Raw -905104.540634 + Penalty 2909.049574 = -902195.491060
  nChanged 5
		SP:Iteration 25Q (94990.920000 sec): 3 clusters
  Score: Raw -905109.540742 + Penalty 2909.049574 = -902200.491169
  nChanged 7
		SP:Iteration 26Q (94991.170000 sec): 3 clusters
  Score: Raw -905116.360409 + Penalty 2909.049574 = -902207.310836
  nChanged 7
		SP:Iteration 27Q (94991.400000 sec): 3 clusters
  Score: Raw -905126.139412 + Penalty 2909.049574 = -902217.089839
  nChanged 6
		SP:Iteration 28Q (94991.600000 sec): 3 clusters
  Score: Raw -905131.594369 + Penalty 2909.049574 = -902222.544795
  nChanged 5
		SP:Iteration 29Q (94991.830000 sec): 3 clusters
  Score: Raw -905136.052960 + Penalty 2909.049574 = -902227.003387
  nChanged 5
		SP:Iteration 30Q (94992.050000 sec): 3 clusters
  Score: Raw -905140.902026 + Penalty 2909.049574 = -902231.852453
  nChanged 6
		SP:Iteration 31Q (94992.320000 sec): 3 clusters
  Score: Raw -905148.208161 + Penalty 2909.049574 = -902239.158588
  nChanged 6
		SP:Iteration 32Q (94992.550000 sec): 3 clusters
  Score: Raw -905154.912622 + Penalty 2909.049574 = -902245.863049
  nChanged 3
		SP:Iteration 33Q (94992.750000 sec): 3 clusters
  Score: Raw -905157.178306 + Penalty 2909.049574 = -902248.128732
  nChanged 1
		SP:Iteration 34Q (94992.880000 sec): 3 clusters
  Score: Raw -905158.287440 + Penalty 2909.049574 = -902249.237866
  nChanged 1
		SP:Iteration 35Q (94993.050000 sec): 3 clusters
  Score: Raw -905159.476174 + Penalty 2909.049574 = -902250.426600
  nChanged 0
		SP:Iteration 36F (94993.240000 sec): 3 clusters
  Score: Raw -905159.476174 + Penalty 2909.049574 = -902250.426600
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94993.380000 sec): 2 clusters
  Score: Raw -929720.788697 + Penalty 1460.561609 = -928260.227088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94993.540000 sec): 3 clusters
  Score: Raw -925286.619418 + Penalty 2921.123217 = -922365.496200
  nChanged 3463
		SP:Iteration 1F (94993.780000 sec): 3 clusters
  Score: Raw -927249.835573 + Penalty 2921.123217 = -924328.712356
  nChanged 525
		SP:Iteration 2F (94993.990000 sec): 3 clusters
  Score: Raw -927501.007126 + Penalty 2921.123217 = -924579.883908
  nChanged 418
		SP:Iteration 3F (94994.200000 sec): 3 clusters
  Score: Raw -927717.999309 + Penalty 2921.123217 = -924796.876092
  nChanged 366
		SP:Iteration 4Q (94994.470000 sec): 3 clusters
  Score: Raw -927899.421429 + Penalty 2921.123217 = -924978.298212
  nChanged 317
		SP:Iteration 5Q (94994.730000 sec): 3 clusters
  Score: Raw -928059.311918 + Penalty 2921.123217 = -925138.188701
  nChanged 310
		SP:Iteration 6Q (94994.960000 sec): 3 clusters
  Score: Raw -928208.511941 + Penalty 2921.123217 = -925287.388724
  nChanged 300
		SP:Iteration 7Q (94995.130000 sec): 3 clusters
  Score: Raw -928365.190274 + Penalty 2921.123217 = -925444.067057
  nChanged 330
		SP:Iteration 8Q (94995.340000 sec): 3 clusters
  Score: Raw -928553.974237 + Penalty 2921.123217 = -925632.851019
  nChanged 375
		SP:Iteration 9Q (94995.500000 sec): 3 clusters
  Score: Raw -928772.885468 + Penalty 2921.123217 = -925851.762251
  nChanged 338
		SP:Iteration 10Q (94995.680000 sec): 3 clusters
  Score: Raw -928962.247999 + Penalty 2921.123217 = -926041.124782
  nChanged 294
		SP:Iteration 11Q (94995.800000 sec): 3 clusters
  Score: Raw -929136.913327 + Penalty 2921.123217 = -926215.790110
  nChanged 257
		SP:Iteration 12Q (94996.010000 sec): 3 clusters
  Score: Raw -929299.864951 + Penalty 2921.123217 = -926378.741734
  nChanged 229
		SP:Iteration 13Q (94996.220000 sec): 3 clusters
  Score: Raw -929417.405380 + Penalty 2921.123217 = -926496.282162
  nChanged 175
		SP:Iteration 14Q (94996.340000 sec): 3 clusters
  Score: Raw -929522.487227 + Penalty 2921.123217 = -926601.364010
  nChanged 150
		SP:Iteration 15Q (94996.520000 sec): 3 clusters
  Score: Raw -929601.525133 + Penalty 2921.123217 = -926680.401916
  nChanged 128
		SP:Iteration 16Q (94996.750000 sec): 3 clusters
  Score: Raw -929654.957796 + Penalty 2921.123217 = -926733.834579
  nChanged 113
		SP:Iteration 17Q (94997.000000 sec): 3 clusters
  Score: Raw -929699.943583 + Penalty 2921.123217 = -926778.820366
  nChanged 107
		SP:Iteration 18Q (94997.160000 sec): 3 clusters
  Score: Raw -929738.894430 + Penalty 2921.123217 = -926817.771213
  nChanged 83
		SP:Iteration 19Q (94997.380000 sec): 3 clusters
  Score: Raw -929765.245266 + Penalty 2921.123217 = -926844.122048
  nChanged 65
		SP:Iteration 20F (94997.600000 sec): 3 clusters
  Score: Raw -929784.938174 + Penalty 2921.123217 = -926863.814956
  nChanged 57
		SP:Iteration 21Q (94997.800000 sec): 3 clusters
  Score: Raw -929803.626980 + Penalty 2921.123217 = -926882.503763
  nChanged 50
		SP:Iteration 22Q (94998.010000 sec): 3 clusters
  Score: Raw -929817.921461 + Penalty 2921.123217 = -926896.798244
  nChanged 53
		SP:Iteration 23Q (94998.180000 sec): 3 clusters
  Score: Raw -929835.464072 + Penalty 2921.123217 = -926914.340855
  nChanged 44
		SP:Iteration 24Q (94998.420000 sec): 3 clusters
  Score: Raw -929847.789298 + Penalty 2921.123217 = -926926.666081
  nChanged 43
		SP:Iteration 25Q (94998.750000 sec): 3 clusters
  Score: Raw -929859.717315 + Penalty 2921.123217 = -926938.594098
  nChanged 39
		SP:Iteration 26Q (94998.970000 sec): 3 clusters
  Score: Raw -929870.198370 + Penalty 2921.123217 = -926949.075153
  nChanged 43
		SP:Iteration 27Q (94999.180000 sec): 3 clusters
  Score: Raw -929881.501915 + Penalty 2921.123217 = -926960.378698
  nChanged 25
		SP:Iteration 28Q (94999.420000 sec): 3 clusters
  Score: Raw -929887.689307 + Penalty 2921.123217 = -926966.566090
  nChanged 27
		SP:Iteration 29Q (94999.610000 sec): 3 clusters
  Score: Raw -929894.570793 + Penalty 2921.123217 = -926973.447575
  nChanged 20
		SP:Iteration 30Q (94999.860000 sec): 3 clusters
  Score: Raw -929899.702464 + Penalty 2921.123217 = -926978.579247
  nChanged 18
		SP:Iteration 31Q (95000.080000 sec): 3 clusters
  Score: Raw -929903.497981 + Penalty 2921.123217 = -926982.374763
  nChanged 16
		SP:Iteration 32Q (95000.360000 sec): 3 clusters
  Score: Raw -929907.381140 + Penalty 2921.123217 = -926986.257923
  nChanged 15
		SP:Iteration 33Q (95000.560000 sec): 3 clusters
  Score: Raw -929911.047051 + Penalty 2921.123217 = -926989.923834
  nChanged 25
		SP:Iteration 34Q (95000.800000 sec): 3 clusters
  Score: Raw -929918.076279 + Penalty 2921.123217 = -926996.953062
  nChanged 34
		SP:Iteration 35Q (95000.980000 sec): 3 clusters
  Score: Raw -929926.556932 + Penalty 2921.123217 = -927005.433715
  nChanged 25
		SP:Iteration 36Q (95001.140000 sec): 3 clusters
  Score: Raw -929932.533683 + Penalty 2921.123217 = -927011.410465
  nChanged 17
		SP:Iteration 37Q (95001.330000 sec): 3 clusters
  Score: Raw -929935.658228 + Penalty 2921.123217 = -927014.535010
  nChanged 18
		SP:Iteration 38Q (95001.580000 sec): 3 clusters
  Score: Raw -929939.304867 + Penalty 2921.123217 = -927018.181650
  nChanged 15
		SP:Iteration 39Q (95001.800000 sec): 3 clusters
  Score: Raw -929942.481802 + Penalty 2921.123217 = -927021.358584
  nChanged 13
		SP:Iteration 40F (95002.000000 sec): 3 clusters
  Score: Raw -929945.627826 + Penalty 2921.123217 = -927024.504608
  nChanged 17
		SP:Iteration 41Q (95002.230000 sec): 3 clusters
  Score: Raw -929950.459603 + Penalty 2921.123217 = -927029.336386
  nChanged 23
		SP:Iteration 42Q (95002.440000 sec): 3 clusters
  Score: Raw -929956.322278 + Penalty 2921.123217 = -927035.199060
  nChanged 27
		SP:Iteration 43Q (95002.680000 sec): 3 clusters
  Score: Raw -929961.792389 + Penalty 2921.123217 = -927040.669172
  nChanged 22
		SP:Iteration 44Q (95002.930000 sec): 3 clusters
  Score: Raw -929967.273954 + Penalty 2921.123217 = -927046.150737
  nChanged 24
		SP:Iteration 45Q (95003.180000 sec): 3 clusters
  Score: Raw -929973.491848 + Penalty 2921.123217 = -927052.368631
  nChanged 21
		SP:Iteration 46Q (95003.380000 sec): 3 clusters
  Score: Raw -929979.733790 + Penalty 2921.123217 = -927058.610573
  nChanged 14
		SP:Iteration 47Q (95003.610000 sec): 3 clusters
  Score: Raw -929982.376016 + Penalty 2921.123217 = -927061.252799
  nChanged 13
		SP:Iteration 48Q (95003.870000 sec): 3 clusters
  Score: Raw -929984.220440 + Penalty 2921.123217 = -927063.097223
  nChanged 11
		SP:Iteration 49Q (95004.050000 sec): 3 clusters
  Score: Raw -929985.849603 + Penalty 2921.123217 = -927064.726386
  nChanged 7
		SP:Iteration 50Q (95004.260000 sec): 3 clusters
  Score: Raw -929987.267729 + Penalty 2921.123217 = -927066.144512
  nChanged 9
		SP:Iteration 51Q (95004.480000 sec): 3 clusters
  Score: Raw -929989.027928 + Penalty 2921.123217 = -927067.904711
  nChanged 4
		SP:Iteration 52Q (95004.730000 sec): 3 clusters
  Score: Raw -929989.429415 + Penalty 2921.123217 = -927068.306197
  nChanged 4
		SP:Iteration 53Q (95004.920000 sec): 3 clusters
  Score: Raw -929990.149751 + Penalty 2921.123217 = -927069.026534
  nChanged 5
		SP:Iteration 54Q (95005.140000 sec): 3 clusters
  Score: Raw -929990.957916 + Penalty 2921.123217 = -927069.834699
  nChanged 3
		SP:Iteration 55Q (95005.390000 sec): 3 clusters
  Score: Raw -929991.467636 + Penalty 2921.123217 = -927070.344418
  nChanged 3
		SP:Iteration 56Q (95005.620000 sec): 3 clusters
  Score: Raw -929991.723778 + Penalty 2921.123217 = -927070.600560
  nChanged 4
		SP:Iteration 57Q (95005.850000 sec): 3 clusters
  Score: Raw -929992.441651 + Penalty 2921.123217 = -927071.318434
  nChanged 4
		SP:Iteration 58Q (95006.060000 sec): 3 clusters
  Score: Raw -929993.100952 + Penalty 2921.123217 = -927071.977735
  nChanged 3
		SP:Iteration 59Q (95006.250000 sec): 3 clusters
  Score: Raw -929993.574815 + Penalty 2921.123217 = -927072.451597
  nChanged 2
		SP:Iteration 60F (95006.460000 sec): 3 clusters
  Score: Raw -929993.909308 + Penalty 2921.123217 = -927072.786090
  nChanged 5
		SP:Iteration 61Q (95006.720000 sec): 3 clusters
  Score: Raw -929995.029582 + Penalty 2921.123217 = -927073.906365
  nChanged 4
		SP:Iteration 62Q (95006.930000 sec): 3 clusters
  Score: Raw -929996.226645 + Penalty 2921.123217 = -927075.103428
  nChanged 6
		SP:Iteration 63Q (95007.150000 sec): 3 clusters
  Score: Raw -929997.502235 + Penalty 2921.123217 = -927076.379017
  nChanged 7
		SP:Iteration 64Q (95007.420000 sec): 3 clusters
  Score: Raw -929998.899263 + Penalty 2921.123217 = -927077.776046
  nChanged 8
		SP:Iteration 65Q (95007.640000 sec): 3 clusters
  Score: Raw -929999.971909 + Penalty 2921.123217 = -927078.848691
  nChanged 5
		SP:Iteration 66Q (95007.880000 sec): 3 clusters
  Score: Raw -930001.275140 + Penalty 2921.123217 = -927080.151922
  nChanged 8
		SP:Iteration 67Q (95008.190000 sec): 3 clusters
  Score: Raw -930002.936369 + Penalty 2921.123217 = -927081.813151
  nChanged 9
		SP:Iteration 68Q (95008.440000 sec): 3 clusters
  Score: Raw -930004.274092 + Penalty 2921.123217 = -927083.150875
  nChanged 13
		SP:Iteration 69Q (95008.670000 sec): 3 clusters
  Score: Raw -930006.737837 + Penalty 2921.123217 = -927085.614620
  nChanged 8
		SP:Iteration 70Q (95008.880000 sec): 3 clusters
  Score: Raw -930008.146298 + Penalty 2921.123217 = -927087.023081
  nChanged 2
		SP:Iteration 71Q (95009.130000 sec): 3 clusters
  Score: Raw -930008.347677 + Penalty 2921.123217 = -927087.224459
  nChanged 1
		SP:Iteration 72Q (95009.320000 sec): 3 clusters
  Score: Raw -930008.514603 + Penalty 2921.123217 = -927087.391385
  nChanged 0
		SP:Iteration 73F (95009.510000 sec): 3 clusters
  Score: Raw -930008.514603 + Penalty 2921.123217 = -927087.391385
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95009.600000 sec): 2 clusters
  Score: Raw -48261.956024 + Penalty 981.541391 = -47280.414634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95009.750000 sec): 3 clusters
  Score: Raw -48290.718170 + Penalty 1963.082781 = -46327.635389
  nChanged 94
		SP:Iteration 1F (95009.900000 sec): 3 clusters
  Score: Raw -48488.435344 + Penalty 1963.082781 = -46525.352563
  nChanged 37
		SP:Iteration 2F (95010.040000 sec): 3 clusters
  Score: Raw -48610.411176 + Penalty 1963.082781 = -46647.328394
  nChanged 19
		SP:Iteration 3Q (95010.130000 sec): 3 clusters
  Score: Raw -48681.800327 + Penalty 1963.082781 = -46718.717546
  nChanged 11
		SP:Iteration 4Q (95010.270000 sec): 3 clusters
  Score: Raw -48725.145263 + Penalty 1963.082781 = -46762.062482
  nChanged 9
		SP:Iteration 5Q (95010.430000 sec): 3 clusters
  Score: Raw -48742.194556 + Penalty 1963.082781 = -46779.111775
  nChanged 3
		SP:Iteration 6Q (95010.550000 sec): 3 clusters
  Score: Raw -48747.531204 + Penalty 1963.082781 = -46784.448423
  nChanged 2
		SP:Iteration 7Q (95010.700000 sec): 3 clusters
  Score: Raw -48750.813332 + Penalty 1963.082781 = -46787.730551
  nChanged 0
		SP:Iteration 8F (95010.850000 sec): 3 clusters
  Score: Raw -48750.813332 + Penalty 1963.082781 = -46787.730551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95010.940000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95011.090000 sec): 3 clusters
  Score: Raw -61246.002997 + Penalty 2057.159294 = -59188.843703
  nChanged 129
		SP:Iteration 1F (95011.240000 sec): 3 clusters
  Score: Raw -61434.507302 + Penalty 2057.159294 = -59377.348008
  nChanged 32
		SP:Iteration 2F (95011.400000 sec): 3 clusters
  Score: Raw -61516.674992 + Penalty 2057.159294 = -59459.515698
  nChanged 33
		SP:Iteration 3F (95011.570000 sec): 3 clusters
  Score: Raw -61589.648226 + Penalty 2057.159294 = -59532.488932
  nChanged 21
		SP:Iteration 4Q (95011.760000 sec): 3 clusters
  Score: Raw -61644.455449 + Penalty 2057.159294 = -59587.296155
  nChanged 16
		SP:Iteration 5Q (95011.860000 sec): 3 clusters
  Score: Raw -61676.414772 + Penalty 2057.159294 = -59619.255478
  nChanged 10
		SP:Iteration 6Q (95012.080000 sec): 3 clusters
  Score: Raw -61694.184288 + Penalty 2057.159294 = -59637.024993
  nChanged 13
		SP:Iteration 7Q (95012.260000 sec): 3 clusters
  Score: Raw -61721.521727 + Penalty 2057.159294 = -59664.362433
  nChanged 9
		SP:Iteration 8Q (95012.390000 sec): 3 clusters
  Score: Raw -61744.727941 + Penalty 2057.159294 = -59687.568647
  nChanged 6
		SP:Iteration 9Q (95012.610000 sec): 3 clusters
  Score: Raw -61753.177369 + Penalty 2057.159294 = -59696.018074
  nChanged 7
		SP:Iteration 10Q (95012.740000 sec): 3 clusters
  Score: Raw -61769.279025 + Penalty 2057.159294 = -59712.119730
  nChanged 6
		SP:Iteration 11Q (95012.960000 sec): 3 clusters
  Score: Raw -61778.489214 + Penalty 2057.159294 = -59721.329920
  nChanged 4
		SP:Iteration 12Q (95013.120000 sec): 3 clusters
  Score: Raw -61784.020692 + Penalty 2057.159294 = -59726.861398
  nChanged 2
		SP:Iteration 13Q (95013.280000 sec): 3 clusters
  Score: Raw -61786.806289 + Penalty 2057.159294 = -59729.646995
  nChanged 4
		SP:Iteration 14Q (95013.440000 sec): 3 clusters
  Score: Raw -61794.315036 + Penalty 2057.159294 = -59737.155742
  nChanged 1
		SP:Iteration 15Q (95013.630000 sec): 3 clusters
  Score: Raw -61795.049489 + Penalty 2057.159294 = -59737.890195
  nChanged 0
		SP:Iteration 16F (95013.820000 sec): 3 clusters
  Score: Raw -61795.049489 + Penalty 2057.159294 = -59737.890195
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95013.920000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95014.100000 sec): 3 clusters
  Score: Raw -19096.668800 + Penalty 1713.724857 = -17382.943943
  nChanged 32
		SP:Iteration 1F (95014.270000 sec): 3 clusters
  Score: Raw -19197.623161 + Penalty 1713.724857 = -17483.898305
  nChanged 8
		SP:Iteration 2Q (95014.400000 sec): 3 clusters
  Score: Raw -19217.410847 + Penalty 1713.724857 = -17503.685990
  nChanged 0
		SP:Iteration 3F (95014.530000 sec): 3 clusters
  Score: Raw -19217.410847 + Penalty 1713.724857 = -17503.685990
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95014.630000 sec): 2 clusters
  Score: Raw -21153.773856 + Penalty 901.724864 = -20252.048992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95014.790000 sec): 3 clusters
  Score: Raw -21304.612065 + Penalty 1803.449728 = -19501.162337
  nChanged 64
		SP:Iteration 1F (95014.960000 sec): 3 clusters
  Score: Raw -21453.427426 + Penalty 1803.449728 = -19649.977699
  nChanged 19
		SP:Iteration 2F (95015.070000 sec): 3 clusters
  Score: Raw -21511.488122 + Penalty 1803.449728 = -19708.038395
  nChanged 8
		SP:Iteration 3Q (95015.250000 sec): 3 clusters
  Score: Raw -21535.093981 + Penalty 1803.449728 = -19731.644254
  nChanged 4
		SP:Iteration 4Q (95015.440000 sec): 3 clusters
  Score: Raw -21557.256434 + Penalty 1803.449728 = -19753.806707
  nChanged 5
		SP:Iteration 5Q (95015.620000 sec): 3 clusters
  Score: Raw -21589.956005 + Penalty 1803.449728 = -19786.506277
  nChanged 4
		SP:Iteration 6Q (95015.800000 sec): 3 clusters
  Score: Raw -21601.940398 + Penalty 1803.449728 = -19798.490671
  nChanged 2
		SP:Iteration 7Q (95016.010000 sec): 3 clusters
  Score: Raw -21606.723923 + Penalty 1803.449728 = -19803.274195
  nChanged 1
		SP:Iteration 8Q (95016.170000 sec): 3 clusters
  Score: Raw -21611.923576 + Penalty 1803.449728 = -19808.473848
  nChanged 0
		SP:Iteration 9F (95016.350000 sec): 3 clusters
  Score: Raw -21611.923576 + Penalty 1803.449728 = -19808.473848
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95016.460000 sec): 2 clusters
  Score: Raw -25167.375888 + Penalty 886.489681 = -24280.886207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95016.610000 sec): 3 clusters
  Score: Raw -25261.819453 + Penalty 1772.979362 = -23488.840091
  nChanged 37
		SP:Iteration 1F (95016.800000 sec): 3 clusters
  Score: Raw -25389.765170 + Penalty 1772.979362 = -23616.785807
  nChanged 8
		SP:Iteration 2Q (95016.960000 sec): 3 clusters
  Score: Raw -25423.859023 + Penalty 1772.979362 = -23650.879660
  nChanged 6
		SP:Iteration 3Q (95017.140000 sec): 3 clusters
  Score: Raw -25454.253314 + Penalty 1772.979362 = -23681.273951
  nChanged 3
		SP:Iteration 4Q (95017.340000 sec): 3 clusters
  Score: Raw -25459.442410 + Penalty 1772.979362 = -23686.463048
  nChanged 1
		SP:Iteration 5Q (95017.520000 sec): 3 clusters
  Score: Raw -25462.882114 + Penalty 1772.979362 = -23689.902751
  nChanged 1
		SP:Iteration 6Q (95017.680000 sec): 3 clusters
  Score: Raw -25466.461731 + Penalty 1772.979362 = -23693.482369
  nChanged 2
		SP:Iteration 7Q (95017.850000 sec): 3 clusters
  Score: Raw -25474.010756 + Penalty 1772.979362 = -23701.031393
  nChanged 1
		SP:Iteration 8Q (95018.020000 sec): 3 clusters
  Score: Raw -25481.511219 + Penalty 1772.979362 = -23708.531857
  nChanged 0
		SP:Iteration 9F (95018.180000 sec): 3 clusters
  Score: Raw -25481.511219 + Penalty 1772.979362 = -23708.531857
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95018.290000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95018.510000 sec): 3 clusters
  Score: Raw -67833.568436 + Penalty 2077.373062 = -65756.195374
  nChanged 164
		SP:Iteration 1F (95018.720000 sec): 3 clusters
  Score: Raw -68108.157967 + Penalty 2077.373062 = -66030.784905
  nChanged 46
		SP:Iteration 2F (95018.910000 sec): 3 clusters
  Score: Raw -68202.197697 + Penalty 2077.373062 = -66124.824635
  nChanged 41
		SP:Iteration 3F (95019.060000 sec): 3 clusters
  Score: Raw -68275.177142 + Penalty 2077.373062 = -66197.804081
  nChanged 25
		SP:Iteration 4Q (95019.300000 sec): 3 clusters
  Score: Raw -68329.738103 + Penalty 2077.373062 = -66252.365041
  nChanged 17
		SP:Iteration 5Q (95019.490000 sec): 3 clusters
  Score: Raw -68366.513126 + Penalty 2077.373062 = -66289.140064
  nChanged 17
		SP:Iteration 6Q (95019.680000 sec): 3 clusters
  Score: Raw -68396.182396 + Penalty 2077.373062 = -66318.809335
  nChanged 11
		SP:Iteration 7Q (95019.860000 sec): 3 clusters
  Score: Raw -68408.589471 + Penalty 2077.373062 = -66331.216409
  nChanged 6
		SP:Iteration 8Q (95020.060000 sec): 3 clusters
  Score: Raw -68415.735839 + Penalty 2077.373062 = -66338.362778
  nChanged 2
		SP:Iteration 9Q (95020.210000 sec): 3 clusters
  Score: Raw -68419.204986 + Penalty 2077.373062 = -66341.831924
  nChanged 0
		SP:Iteration 10F (95020.400000 sec): 3 clusters
  Score: Raw -68419.204986 + Penalty 2077.373062 = -66341.831924
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95020.480000 sec): 2 clusters
  Score: Raw -185496.155650 + Penalty 1197.764777 = -184298.390873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95020.630000 sec): 3 clusters
  Score: Raw -184874.031812 + Penalty 2395.529554 = -182478.502257
  nChanged 525
		SP:Iteration 1F (95020.780000 sec): 3 clusters
  Score: Raw -185239.326130 + Penalty 2395.529554 = -182843.796576
  nChanged 116
		SP:Iteration 2F (95020.930000 sec): 3 clusters
  Score: Raw -185324.155339 + Penalty 2395.529554 = -182928.625785
  nChanged 64
		SP:Iteration 3Q (95021.120000 sec): 3 clusters
  Score: Raw -185370.556049 + Penalty 2395.529554 = -182975.026495
  nChanged 48
		SP:Iteration 4Q (95021.260000 sec): 3 clusters
  Score: Raw -185398.723675 + Penalty 2395.529554 = -183003.194121
  nChanged 32
		SP:Iteration 5Q (95021.430000 sec): 3 clusters
  Score: Raw -185422.998376 + Penalty 2395.529554 = -183027.468822
  nChanged 32
		SP:Iteration 6Q (95021.590000 sec): 3 clusters
  Score: Raw -185450.370804 + Penalty 2395.529554 = -183054.841250
  nChanged 32
		SP:Iteration 7Q (95021.720000 sec): 3 clusters
  Score: Raw -185465.447276 + Penalty 2395.529554 = -183069.917722
  nChanged 23
		SP:Iteration 8Q (95021.910000 sec): 3 clusters
  Score: Raw -185479.550362 + Penalty 2395.529554 = -183084.020808
  nChanged 20
		SP:Iteration 9Q (95022.050000 sec): 3 clusters
  Score: Raw -185490.313811 + Penalty 2395.529554 = -183094.784257
  nChanged 14
		SP:Iteration 10Q (95022.240000 sec): 3 clusters
  Score: Raw -185496.538553 + Penalty 2395.529554 = -183101.008999
  nChanged 9
		SP:Iteration 11Q (95022.380000 sec): 3 clusters
  Score: Raw -185499.596299 + Penalty 2395.529554 = -183104.066745
  nChanged 6
		SP:Iteration 12Q (95022.560000 sec): 3 clusters
  Score: Raw -185501.182878 + Penalty 2395.529554 = -183105.653323
  nChanged 8
		SP:Iteration 13Q (95022.720000 sec): 3 clusters
  Score: Raw -185506.154627 + Penalty 2395.529554 = -183110.625073
  nChanged 5
		SP:Iteration 14Q (95022.890000 sec): 3 clusters
  Score: Raw -185509.713071 + Penalty 2395.529554 = -183114.183517
  nChanged 5
		SP:Iteration 15Q (95023.020000 sec): 3 clusters
  Score: Raw -185514.074756 + Penalty 2395.529554 = -183118.545202
  nChanged 9
		SP:Iteration 16Q (95023.170000 sec): 3 clusters
  Score: Raw -185519.672264 + Penalty 2395.529554 = -183124.142710
  nChanged 8
		SP:Iteration 17Q (95023.320000 sec): 3 clusters
  Score: Raw -185524.121355 + Penalty 2395.529554 = -183128.591801
  nChanged 9
		SP:Iteration 18Q (95023.410000 sec): 3 clusters
  Score: Raw -185528.158627 + Penalty 2395.529554 = -183132.629073
  nChanged 11
		SP:Iteration 19Q (95023.560000 sec): 3 clusters
  Score: Raw -185538.143694 + Penalty 2395.529554 = -183142.614140
  nChanged 13
		SP:Iteration 20F (95023.750000 sec): 3 clusters
  Score: Raw -185552.132069 + Penalty 2395.529554 = -183156.602515
  nChanged 19
		SP:Iteration 21Q (95023.850000 sec): 3 clusters
  Score: Raw -185568.492281 + Penalty 2395.529554 = -183172.962727
  nChanged 21
		SP:Iteration 22Q (95023.990000 sec): 3 clusters
  Score: Raw -185581.604750 + Penalty 2395.529554 = -183186.075196
  nChanged 16
		SP:Iteration 23Q (95024.130000 sec): 3 clusters
  Score: Raw -185589.278600 + Penalty 2395.529554 = -183193.749046
  nChanged 10
		SP:Iteration 24Q (95024.270000 sec): 3 clusters
  Score: Raw -185592.726109 + Penalty 2395.529554 = -183197.196555
  nChanged 7
		SP:Iteration 25Q (95024.440000 sec): 3 clusters
  Score: Raw -185596.145662 + Penalty 2395.529554 = -183200.616108
  nChanged 6
		SP:Iteration 26Q (95024.620000 sec): 3 clusters
  Score: Raw -185599.931457 + Penalty 2395.529554 = -183204.401903
  nChanged 5
		SP:Iteration 27Q (95024.830000 sec): 3 clusters
  Score: Raw -185601.402489 + Penalty 2395.529554 = -183205.872935
  nChanged 4
		SP:Iteration 28Q (95024.930000 sec): 3 clusters
  Score: Raw -185602.917039 + Penalty 2395.529554 = -183207.387485
  nChanged 3
		SP:Iteration 29Q (95025.070000 sec): 3 clusters
  Score: Raw -185603.750368 + Penalty 2395.529554 = -183208.220814
  nChanged 4
		SP:Iteration 30Q (95025.210000 sec): 3 clusters
  Score: Raw -185604.954765 + Penalty 2395.529554 = -183209.425211
  nChanged 4
		SP:Iteration 31Q (95025.350000 sec): 3 clusters
  Score: Raw -185606.289045 + Penalty 2395.529554 = -183210.759491
  nChanged 6
		SP:Iteration 32Q (95025.500000 sec): 3 clusters
  Score: Raw -185608.934731 + Penalty 2395.529554 = -183213.405176
  nChanged 7
		SP:Iteration 33Q (95025.590000 sec): 3 clusters
  Score: Raw -185611.943025 + Penalty 2395.529554 = -183216.413471
  nChanged 10
		SP:Iteration 34Q (95025.740000 sec): 3 clusters
  Score: Raw -185616.787258 + Penalty 2395.529554 = -183221.257704
  nChanged 11
		SP:Iteration 35Q (95025.880000 sec): 3 clusters
  Score: Raw -185621.702131 + Penalty 2395.529554 = -183226.172576
  nChanged 11
		SP:Iteration 36Q (95025.980000 sec): 3 clusters
  Score: Raw -185625.977803 + Penalty 2395.529554 = -183230.448249
  nChanged 8
		SP:Iteration 37Q (95026.120000 sec): 3 clusters
  Score: Raw -185628.605192 + Penalty 2395.529554 = -183233.075638
  nChanged 5
		SP:Iteration 38Q (95026.270000 sec): 3 clusters
  Score: Raw -185630.431413 + Penalty 2395.529554 = -183234.901859
  nChanged 5
		SP:Iteration 39Q (95026.360000 sec): 3 clusters
  Score: Raw -185633.518057 + Penalty 2395.529554 = -183237.988503
  nChanged 4
		SP:Iteration 40F (95026.510000 sec): 3 clusters
  Score: Raw -185635.301289 + Penalty 2395.529554 = -183239.771735
  nChanged 4
		SP:Iteration 41Q (95026.660000 sec): 3 clusters
  Score: Raw -185637.914427 + Penalty 2395.529554 = -183242.384873
  nChanged 3
		SP:Iteration 42Q (95026.800000 sec): 3 clusters
  Score: Raw -185640.609685 + Penalty 2395.529554 = -183245.080131
  nChanged 7
		SP:Iteration 43Q (95026.890000 sec): 3 clusters
  Score: Raw -185645.760132 + Penalty 2395.529554 = -183250.230577
  nChanged 7
		SP:Iteration 44Q (95027.040000 sec): 3 clusters
  Score: Raw -185650.635387 + Penalty 2395.529554 = -183255.105833
  nChanged 7
		SP:Iteration 45Q (95027.180000 sec): 3 clusters
  Score: Raw -185659.232817 + Penalty 2395.529554 = -183263.703263
  nChanged 10
		SP:Iteration 46Q (95027.280000 sec): 3 clusters
  Score: Raw -185666.910354 + Penalty 2395.529554 = -183271.380799
  nChanged 13
		SP:Iteration 47Q (95027.430000 sec): 3 clusters
  Score: Raw -185672.367250 + Penalty 2395.529554 = -183276.837696
  nChanged 9
		SP:Iteration 48Q (95027.570000 sec): 3 clusters
  Score: Raw -185676.756184 + Penalty 2395.529554 = -183281.226630
  nChanged 5
		SP:Iteration 49Q (95027.670000 sec): 3 clusters
  Score: Raw -185679.331825 + Penalty 2395.529554 = -183283.802270
  nChanged 4
		SP:Iteration 50Q (95027.810000 sec): 3 clusters
  Score: Raw -185681.547326 + Penalty 2395.529554 = -183286.017772
  nChanged 2
		SP:Iteration 51Q (95027.960000 sec): 3 clusters
  Score: Raw -185683.090612 + Penalty 2395.529554 = -183287.561057
  nChanged 3
		SP:Iteration 52Q (95028.050000 sec): 3 clusters
  Score: Raw -185684.269391 + Penalty 2395.529554 = -183288.739837
  nChanged 2
		SP:Iteration 53Q (95028.190000 sec): 3 clusters
  Score: Raw -185685.237329 + Penalty 2395.529554 = -183289.707775
  nChanged 1
		SP:Iteration 54Q (95028.340000 sec): 3 clusters
  Score: Raw -185685.559974 + Penalty 2395.529554 = -183290.030420
  nChanged 0
		SP:Iteration 55F (95028.430000 sec): 3 clusters
  Score: Raw -185685.559974 + Penalty 2395.529554 = -183290.030420
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95028.620000 sec): 2 clusters
  Score: Raw -2159612.023785 + Penalty 1587.877668 = -2158024.146117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95028.900000 sec): 3 clusters
  Score: Raw -2149195.128362 + Penalty 3175.755336 = -2146019.373026
  nChanged 7888
		SP:Iteration 1F (95029.160000 sec): 3 clusters
  Score: Raw -2153552.040834 + Penalty 3175.755336 = -2150376.285497
  nChanged 1021
		SP:Iteration 2F (95029.440000 sec): 3 clusters
  Score: Raw -2154006.958937 + Penalty 3175.755336 = -2150831.203601
  nChanged 972
		SP:Iteration 3F (95029.750000 sec): 3 clusters
  Score: Raw -2154479.287707 + Penalty 3175.755336 = -2151303.532371
  nChanged 1026
		SP:Iteration 4F (95030.060000 sec): 3 clusters
  Score: Raw -2155111.525055 + Penalty 3175.755336 = -2151935.769719
  nChanged 1154
		SP:Iteration 5F (95030.350000 sec): 3 clusters
  Score: Raw -2155941.312998 + Penalty 3175.755336 = -2152765.557662
  nChanged 1304
		SP:Iteration 6F (95030.640000 sec): 3 clusters
  Score: Raw -2157040.641125 + Penalty 3175.755336 = -2153864.885788
  nChanged 1176
		SP:Iteration 7F (95030.900000 sec): 3 clusters
  Score: Raw -2158123.283727 + Penalty 3175.755336 = -2154947.528391
  nChanged 835
		SP:Iteration 8Q (95031.150000 sec): 3 clusters
  Score: Raw -2158914.439427 + Penalty 3175.755336 = -2155738.684090
  nChanged 484
		SP:Iteration 9Q (95031.460000 sec): 3 clusters
  Score: Raw -2159378.583484 + Penalty 3175.755336 = -2156202.828148
  nChanged 228
		SP:Iteration 10Q (95031.740000 sec): 3 clusters
  Score: Raw -2159613.370890 + Penalty 3175.755336 = -2156437.615553
  nChanged 104
		SP:Iteration 11Q (95032.000000 sec): 3 clusters
  Score: Raw -2159724.292271 + Penalty 3175.755336 = -2156548.536934
  nChanged 45
		SP:Iteration 12Q (95032.240000 sec): 3 clusters
  Score: Raw -2159776.766272 + Penalty 3175.755336 = -2156601.010935
  nChanged 29
		SP:Iteration 13Q (95032.520000 sec): 3 clusters
  Score: Raw -2159806.782770 + Penalty 3175.755336 = -2156631.027433
  nChanged 12
		SP:Iteration 14Q (95032.780000 sec): 3 clusters
  Score: Raw -2159818.382153 + Penalty 3175.755336 = -2156642.626816
  nChanged 8
		SP:Iteration 15Q (95033.020000 sec): 3 clusters
  Score: Raw -2159828.897902 + Penalty 3175.755336 = -2156653.142566
  nChanged 9
		SP:Iteration 16Q (95033.280000 sec): 3 clusters
  Score: Raw -2159839.642473 + Penalty 3175.755336 = -2156663.887137
  nChanged 8
		SP:Iteration 17Q (95033.540000 sec): 3 clusters
  Score: Raw -2159850.912266 + Penalty 3175.755336 = -2156675.156930
  nChanged 5
		SP:Iteration 18Q (95033.770000 sec): 3 clusters
  Score: Raw -2159854.873165 + Penalty 3175.755336 = -2156679.117829
  nChanged 4
		SP:Iteration 19Q (95034.080000 sec): 3 clusters
  Score: Raw -2159859.997966 + Penalty 3175.755336 = -2156684.242630
  nChanged 5
		SP:Iteration 20F (95034.370000 sec): 3 clusters
  Score: Raw -2159867.478385 + Penalty 3175.755336 = -2156691.723049
  nChanged 7
		SP:Iteration 21Q (95034.620000 sec): 3 clusters
  Score: Raw -2159876.974775 + Penalty 3175.755336 = -2156701.219438
  nChanged 2
		SP:Iteration 22Q (95034.890000 sec): 3 clusters
  Score: Raw -2159879.034290 + Penalty 3175.755336 = -2156703.278954
  nChanged 1
		SP:Iteration 23Q (95035.170000 sec): 3 clusters
  Score: Raw -2159881.058728 + Penalty 3175.755336 = -2156705.303392
  nChanged 3
		SP:Iteration 24Q (95035.480000 sec): 3 clusters
  Score: Raw -2159885.355828 + Penalty 3175.755336 = -2156709.600492
  nChanged 3
		SP:Iteration 25Q (95035.810000 sec): 3 clusters
  Score: Raw -2159889.395013 + Penalty 3175.755336 = -2156713.639676
  nChanged 1
		SP:Iteration 26Q (95036.120000 sec): 3 clusters
  Score: Raw -2159890.507354 + Penalty 3175.755336 = -2156714.752017
  nChanged 0
		SP:Iteration 27F (95036.430000 sec): 3 clusters
  Score: Raw -2159890.507354 + Penalty 3175.755336 = -2156714.752017
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95036.560000 sec): 2 clusters
  Score: Raw -663418.864883 + Penalty 1390.854172 = -662028.010711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95036.760000 sec): 3 clusters
  Score: Raw -660674.909965 + Penalty 2781.708343 = -657893.201622
  nChanged 2116
		SP:Iteration 1F (95037.040000 sec): 3 clusters
  Score: Raw -661799.401276 + Penalty 2781.708343 = -659017.692932
  nChanged 347
		SP:Iteration 2F (95037.230000 sec): 3 clusters
  Score: Raw -661964.234992 + Penalty 2781.708343 = -659182.526649
  nChanged 258
		SP:Iteration 3Q (95037.480000 sec): 3 clusters
  Score: Raw -662081.455034 + Penalty 2781.708343 = -659299.746691
  nChanged 205
		SP:Iteration 4Q (95037.680000 sec): 3 clusters
  Score: Raw -662169.000624 + Penalty 2781.708343 = -659387.292281
  nChanged 175
		SP:Iteration 5Q (95037.860000 sec): 3 clusters
  Score: Raw -662244.983246 + Penalty 2781.708343 = -659463.274903
  nChanged 159
		SP:Iteration 6Q (95038.050000 sec): 3 clusters
  Score: Raw -662309.592556 + Penalty 2781.708343 = -659527.884213
  nChanged 135
		SP:Iteration 7Q (95038.270000 sec): 3 clusters
  Score: Raw -662364.566061 + Penalty 2781.708343 = -659582.857718
  nChanged 128
		SP:Iteration 8Q (95038.490000 sec): 3 clusters
  Score: Raw -662419.937092 + Penalty 2781.708343 = -659638.228749
  nChanged 126
		SP:Iteration 9Q (95038.670000 sec): 3 clusters
  Score: Raw -662470.926358 + Penalty 2781.708343 = -659689.218015
  nChanged 113
		SP:Iteration 10Q (95038.890000 sec): 3 clusters
  Score: Raw -662517.159120 + Penalty 2781.708343 = -659735.450777
  nChanged 121
		SP:Iteration 11Q (95039.100000 sec): 3 clusters
  Score: Raw -662576.091350 + Penalty 2781.708343 = -659794.383007
  nChanged 127
		SP:Iteration 12Q (95039.330000 sec): 3 clusters
  Score: Raw -662638.776053 + Penalty 2781.708343 = -659857.067710
  nChanged 132
		SP:Iteration 13Q (95039.520000 sec): 3 clusters
  Score: Raw -662708.444873 + Penalty 2781.708343 = -659926.736530
  nChanged 156
		SP:Iteration 14Q (95039.730000 sec): 3 clusters
  Score: Raw -662803.339790 + Penalty 2781.708343 = -660021.631446
  nChanged 157
		SP:Iteration 15Q (95039.920000 sec): 3 clusters
  Score: Raw -662907.858755 + Penalty 2781.708343 = -660126.150412
  nChanged 157
		SP:Iteration 16Q (95040.130000 sec): 3 clusters
  Score: Raw -663017.124493 + Penalty 2781.708343 = -660235.416150
  nChanged 155
		SP:Iteration 17Q (95040.290000 sec): 3 clusters
  Score: Raw -663125.674138 + Penalty 2781.708343 = -660343.965795
  nChanged 124
		SP:Iteration 18Q (95040.510000 sec): 3 clusters
  Score: Raw -663213.235956 + Penalty 2781.708343 = -660431.527613
  nChanged 102
		SP:Iteration 19Q (95040.710000 sec): 3 clusters
  Score: Raw -663287.147568 + Penalty 2781.708343 = -660505.439225
  nChanged 91
		SP:Iteration 20F (95040.900000 sec): 3 clusters
  Score: Raw -663350.071478 + Penalty 2781.708343 = -660568.363135
  nChanged 70
		SP:Iteration 21Q (95041.150000 sec): 3 clusters
  Score: Raw -663389.638921 + Penalty 2781.708343 = -660607.930577
  nChanged 60
		SP:Iteration 22Q (95041.360000 sec): 3 clusters
  Score: Raw -663425.302618 + Penalty 2781.708343 = -660643.594275
  nChanged 53
		SP:Iteration 23Q (95041.570000 sec): 3 clusters
  Score: Raw -663453.342022 + Penalty 2781.708343 = -660671.633678
  nChanged 39
		SP:Iteration 24Q (95041.780000 sec): 3 clusters
  Score: Raw -663476.492778 + Penalty 2781.708343 = -660694.784435
  nChanged 28
		SP:Iteration 25Q (95042.000000 sec): 3 clusters
  Score: Raw -663492.635537 + Penalty 2781.708343 = -660710.927194
  nChanged 21
		SP:Iteration 26Q (95042.220000 sec): 3 clusters
  Score: Raw -663507.457712 + Penalty 2781.708343 = -660725.749369
  nChanged 16
		SP:Iteration 27Q (95042.420000 sec): 3 clusters
  Score: Raw -663521.618551 + Penalty 2781.708343 = -660739.910207
  nChanged 18
		SP:Iteration 28Q (95042.680000 sec): 3 clusters
  Score: Raw -663535.794444 + Penalty 2781.708343 = -660754.086101
  nChanged 15
		SP:Iteration 29Q (95042.920000 sec): 3 clusters
  Score: Raw -663543.400312 + Penalty 2781.708343 = -660761.691969
  nChanged 8
		SP:Iteration 30Q (95043.080000 sec): 3 clusters
  Score: Raw -663548.523023 + Penalty 2781.708343 = -660766.814680
  nChanged 8
		SP:Iteration 31Q (95043.270000 sec): 3 clusters
  Score: Raw -663554.570414 + Penalty 2781.708343 = -660772.862071
  nChanged 6
		SP:Iteration 32Q (95043.480000 sec): 3 clusters
  Score: Raw -663558.638061 + Penalty 2781.708343 = -660776.929718
  nChanged 5
		SP:Iteration 33Q (95043.690000 sec): 3 clusters
  Score: Raw -663561.711043 + Penalty 2781.708343 = -660780.002700
  nChanged 6
		SP:Iteration 34Q (95043.930000 sec): 3 clusters
  Score: Raw -663565.566467 + Penalty 2781.708343 = -660783.858124
  nChanged 7
		SP:Iteration 35Q (95044.110000 sec): 3 clusters
  Score: Raw -663569.756649 + Penalty 2781.708343 = -660788.048306
  nChanged 7
		SP:Iteration 36Q (95044.310000 sec): 3 clusters
  Score: Raw -663573.129476 + Penalty 2781.708343 = -660791.421132
  nChanged 7
		SP:Iteration 37Q (95044.540000 sec): 3 clusters
  Score: Raw -663577.244146 + Penalty 2781.708343 = -660795.535803
  nChanged 7
		SP:Iteration 38Q (95044.700000 sec): 3 clusters
  Score: Raw -663580.314754 + Penalty 2781.708343 = -660798.606411
  nChanged 5
		SP:Iteration 39Q (95044.880000 sec): 3 clusters
  Score: Raw -663582.258141 + Penalty 2781.708343 = -660800.549798
  nChanged 2
		SP:Iteration 40F (95045.080000 sec): 3 clusters
  Score: Raw -663583.032055 + Penalty 2781.708343 = -660801.323712
  nChanged 5
		SP:Iteration 41Q (95045.310000 sec): 3 clusters
  Score: Raw -663585.225887 + Penalty 2781.708343 = -660803.517544
  nChanged 3
		SP:Iteration 42Q (95045.500000 sec): 3 clusters
  Score: Raw -663587.090892 + Penalty 2781.708343 = -660805.382549
  nChanged 6
		SP:Iteration 43Q (95045.710000 sec): 3 clusters
  Score: Raw -663589.384376 + Penalty 2781.708343 = -660807.676033
  nChanged 7
		SP:Iteration 44Q (95045.910000 sec): 3 clusters
  Score: Raw -663592.839340 + Penalty 2781.708343 = -660811.130997
  nChanged 7
		SP:Iteration 45Q (95046.130000 sec): 3 clusters
  Score: Raw -663596.242101 + Penalty 2781.708343 = -660814.533758
  nChanged 4
		SP:Iteration 46Q (95046.320000 sec): 3 clusters
  Score: Raw -663598.058703 + Penalty 2781.708343 = -660816.350360
  nChanged 3
		SP:Iteration 47Q (95046.540000 sec): 3 clusters
  Score: Raw -663600.311807 + Penalty 2781.708343 = -660818.603464
  nChanged 6
		SP:Iteration 48Q (95046.730000 sec): 3 clusters
  Score: Raw -663604.280911 + Penalty 2781.708343 = -660822.572568
  nChanged 8
		SP:Iteration 49Q (95046.960000 sec): 3 clusters
  Score: Raw -663608.255351 + Penalty 2781.708343 = -660826.547008
  nChanged 7
		SP:Iteration 50Q (95047.240000 sec): 3 clusters
  Score: Raw -663612.481346 + Penalty 2781.708343 = -660830.773003
  nChanged 6
		SP:Iteration 51Q (95047.490000 sec): 3 clusters
  Score: Raw -663615.564816 + Penalty 2781.708343 = -660833.856473
  nChanged 3
		SP:Iteration 52Q (95047.710000 sec): 3 clusters
  Score: Raw -663617.632112 + Penalty 2781.708343 = -660835.923768
  nChanged 3
		SP:Iteration 53Q (95047.930000 sec): 3 clusters
  Score: Raw -663618.961203 + Penalty 2781.708343 = -660837.252860
  nChanged 3
		SP:Iteration 54Q (95048.140000 sec): 3 clusters
  Score: Raw -663620.795627 + Penalty 2781.708343 = -660839.087284
  nChanged 2
		SP:Iteration 55Q (95048.370000 sec): 3 clusters
  Score: Raw -663622.597533 + Penalty 2781.708343 = -660840.889189
  nChanged 1
		SP:Iteration 56Q (95048.530000 sec): 3 clusters
  Score: Raw -663623.681140 + Penalty 2781.708343 = -660841.972797
  nChanged 2
		SP:Iteration 57Q (95048.750000 sec): 3 clusters
  Score: Raw -663625.367297 + Penalty 2781.708343 = -660843.658954
  nChanged 1
		SP:Iteration 58Q (95048.950000 sec): 3 clusters
  Score: Raw -663626.046887 + Penalty 2781.708343 = -660844.338544
  nChanged 0
		SP:Iteration 59F (95049.120000 sec): 3 clusters
  Score: Raw -663626.046887 + Penalty 2781.708343 = -660844.338544
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95049.270000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95049.420000 sec): 3 clusters
  Score: Raw -44583.830115 + Penalty 1956.042795 = -42627.787321
  nChanged 81
		SP:Iteration 1F (95049.630000 sec): 3 clusters
  Score: Raw -44742.185287 + Penalty 1956.042795 = -42786.142492
  nChanged 27
		SP:Iteration 2F (95049.830000 sec): 3 clusters
  Score: Raw -44816.125873 + Penalty 1956.042795 = -42860.083079
  nChanged 15
		SP:Iteration 3Q (95049.990000 sec): 3 clusters
  Score: Raw -44858.124035 + Penalty 1956.042795 = -42902.081240
  nChanged 15
		SP:Iteration 4Q (95050.170000 sec): 3 clusters
  Score: Raw -44876.946927 + Penalty 1956.042795 = -42920.904132
  nChanged 1
		SP:Iteration 5Q (95050.350000 sec): 3 clusters
  Score: Raw -44879.890506 + Penalty 1956.042795 = -42923.847711
  nChanged 0
		SP:Iteration 6F (95050.530000 sec): 3 clusters
  Score: Raw -44879.890506 + Penalty 1956.042795 = -42923.847711
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95050.670000 sec): 2 clusters
  Score: Raw -300225.575185 + Penalty 1292.185600 = -298933.389585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95050.890000 sec): 3 clusters
  Score: Raw -298916.329883 + Penalty 2584.371199 = -296331.958684
  nChanged 1093
		SP:Iteration 1F (95051.060000 sec): 3 clusters
  Score: Raw -299651.007445 + Penalty 2584.371199 = -297066.636245
  nChanged 264
		SP:Iteration 2F (95051.250000 sec): 3 clusters
  Score: Raw -299877.147681 + Penalty 2584.371199 = -297292.776481
  nChanged 163
		SP:Iteration 3F (95051.420000 sec): 3 clusters
  Score: Raw -300018.475896 + Penalty 2584.371199 = -297434.104697
  nChanged 132
		SP:Iteration 4Q (95051.650000 sec): 3 clusters
  Score: Raw -300113.640584 + Penalty 2584.371199 = -297529.269385
  nChanged 108
		SP:Iteration 5Q (95051.840000 sec): 3 clusters
  Score: Raw -300188.995202 + Penalty 2584.371199 = -297604.624003
  nChanged 95
		SP:Iteration 6Q (95051.980000 sec): 3 clusters
  Score: Raw -300257.022018 + Penalty 2584.371199 = -297672.650819
  nChanged 81
		SP:Iteration 7Q (95052.220000 sec): 3 clusters
  Score: Raw -300307.218757 + Penalty 2584.371199 = -297722.847558
  nChanged 62
		SP:Iteration 8Q (95052.360000 sec): 3 clusters
  Score: Raw -300339.749302 + Penalty 2584.371199 = -297755.378103
  nChanged 43
		SP:Iteration 9Q (95052.540000 sec): 3 clusters
  Score: Raw -300361.461931 + Penalty 2584.371199 = -297777.090732
  nChanged 40
		SP:Iteration 10Q (95052.690000 sec): 3 clusters
  Score: Raw -300388.901084 + Penalty 2584.371199 = -297804.529885
  nChanged 32
		SP:Iteration 11Q (95052.850000 sec): 3 clusters
  Score: Raw -300407.715335 + Penalty 2584.371199 = -297823.344136
  nChanged 33
		SP:Iteration 12Q (95053.050000 sec): 3 clusters
  Score: Raw -300424.978046 + Penalty 2584.371199 = -297840.606847
  nChanged 36
		SP:Iteration 13Q (95053.290000 sec): 3 clusters
  Score: Raw -300445.229015 + Penalty 2584.371199 = -297860.857816
  nChanged 33
		SP:Iteration 14Q (95053.490000 sec): 3 clusters
  Score: Raw -300457.834109 + Penalty 2584.371199 = -297873.462910
  nChanged 20
		SP:Iteration 15Q (95053.650000 sec): 3 clusters
  Score: Raw -300467.615694 + Penalty 2584.371199 = -297883.244494
  nChanged 20
		SP:Iteration 16Q (95053.840000 sec): 3 clusters
  Score: Raw -300477.884027 + Penalty 2584.371199 = -297893.512827
  nChanged 24
		SP:Iteration 17Q (95054.000000 sec): 3 clusters
  Score: Raw -300490.902610 + Penalty 2584.371199 = -297906.531411
  nChanged 31
		SP:Iteration 18Q (95054.140000 sec): 3 clusters
  Score: Raw -300508.348872 + Penalty 2584.371199 = -297923.977673
  nChanged 34
		SP:Iteration 19Q (95054.320000 sec): 3 clusters
  Score: Raw -300524.807849 + Penalty 2584.371199 = -297940.436650
  nChanged 27
		SP:Iteration 20F (95054.490000 sec): 3 clusters
  Score: Raw -300535.643203 + Penalty 2584.371199 = -297951.272004
  nChanged 22
		SP:Iteration 21Q (95054.690000 sec): 3 clusters
  Score: Raw -300543.375045 + Penalty 2584.371199 = -297959.003846
  nChanged 12
		SP:Iteration 22Q (95054.830000 sec): 3 clusters
  Score: Raw -300547.968038 + Penalty 2584.371199 = -297963.596839
  nChanged 15
		SP:Iteration 23Q (95054.990000 sec): 3 clusters
  Score: Raw -300552.659313 + Penalty 2584.371199 = -297968.288114
  nChanged 13
		SP:Iteration 24Q (95055.220000 sec): 3 clusters
  Score: Raw -300558.564860 + Penalty 2584.371199 = -297974.193661
  nChanged 14
		SP:Iteration 25Q (95055.330000 sec): 3 clusters
  Score: Raw -300566.085067 + Penalty 2584.371199 = -297981.713868
  nChanged 20
		SP:Iteration 26Q (95055.520000 sec): 3 clusters
  Score: Raw -300577.273601 + Penalty 2584.371199 = -297992.902402
  nChanged 19
		SP:Iteration 27Q (95055.700000 sec): 3 clusters
  Score: Raw -300586.305635 + Penalty 2584.371199 = -298001.934436
  nChanged 18
		SP:Iteration 28Q (95055.920000 sec): 3 clusters
  Score: Raw -300595.111070 + Penalty 2584.371199 = -298010.739871
  nChanged 15
		SP:Iteration 29Q (95056.120000 sec): 3 clusters
  Score: Raw -300604.061146 + Penalty 2584.371199 = -298019.689947
  nChanged 20
		SP:Iteration 30Q (95056.320000 sec): 3 clusters
  Score: Raw -300610.766939 + Penalty 2584.371199 = -298026.395740
  nChanged 13
		SP:Iteration 31Q (95056.480000 sec): 3 clusters
  Score: Raw -300616.847561 + Penalty 2584.371199 = -298032.476362
  nChanged 15
		SP:Iteration 32Q (95056.690000 sec): 3 clusters
  Score: Raw -300623.232616 + Penalty 2584.371199 = -298038.861417
  nChanged 10
		SP:Iteration 33Q (95056.900000 sec): 3 clusters
  Score: Raw -300628.910243 + Penalty 2584.371199 = -298044.539044
  nChanged 7
		SP:Iteration 34Q (95057.100000 sec): 3 clusters
  Score: Raw -300632.018360 + Penalty 2584.371199 = -298047.647161
  nChanged 9
		SP:Iteration 35Q (95057.310000 sec): 3 clusters
  Score: Raw -300635.765627 + Penalty 2584.371199 = -298051.394428
  nChanged 7
		SP:Iteration 36Q (95057.520000 sec): 3 clusters
  Score: Raw -300638.739511 + Penalty 2584.371199 = -298054.368312
  nChanged 7
		SP:Iteration 37Q (95057.720000 sec): 3 clusters
  Score: Raw -300642.167847 + Penalty 2584.371199 = -298057.796648
  nChanged 7
		SP:Iteration 38Q (95057.850000 sec): 3 clusters
  Score: Raw -300645.217881 + Penalty 2584.371199 = -298060.846681
  nChanged 7
		SP:Iteration 39Q (95058.020000 sec): 3 clusters
  Score: Raw -300648.619032 + Penalty 2584.371199 = -298064.247833
  nChanged 5
		SP:Iteration 40F (95058.210000 sec): 3 clusters
  Score: Raw -300649.873217 + Penalty 2584.371199 = -298065.502018
  nChanged 5
		SP:Iteration 41Q (95058.340000 sec): 3 clusters
  Score: Raw -300651.434160 + Penalty 2584.371199 = -298067.062961
  nChanged 3
		SP:Iteration 42Q (95058.480000 sec): 3 clusters
  Score: Raw -300652.904888 + Penalty 2584.371199 = -298068.533689
  nChanged 3
		SP:Iteration 43Q (95058.640000 sec): 3 clusters
  Score: Raw -300654.203008 + Penalty 2584.371199 = -298069.831809
  nChanged 4
		SP:Iteration 44Q (95058.880000 sec): 3 clusters
  Score: Raw -300655.718097 + Penalty 2584.371199 = -298071.346898
  nChanged 3
		SP:Iteration 45Q (95059.060000 sec): 3 clusters
  Score: Raw -300657.250401 + Penalty 2584.371199 = -298072.879202
  nChanged 2
		SP:Iteration 46Q (95059.220000 sec): 3 clusters
  Score: Raw -300657.953288 + Penalty 2584.371199 = -298073.582089
  nChanged 3
		SP:Iteration 47Q (95059.400000 sec): 3 clusters
  Score: Raw -300659.223967 + Penalty 2584.371199 = -298074.852767
  nChanged 1
		SP:Iteration 48Q (95059.560000 sec): 3 clusters
  Score: Raw -300659.489577 + Penalty 2584.371199 = -298075.118378
  nChanged 1
		SP:Iteration 49Q (95059.720000 sec): 3 clusters
  Score: Raw -300659.757493 + Penalty 2584.371199 = -298075.386294
  nChanged 2
		SP:Iteration 50Q (95059.900000 sec): 3 clusters
  Score: Raw -300660.430339 + Penalty 2584.371199 = -298076.059140
  nChanged 1
		SP:Iteration 51Q (95060.060000 sec): 3 clusters
  Score: Raw -300661.087938 + Penalty 2584.371199 = -298076.716739
  nChanged 1
		SP:Iteration 52Q (95060.230000 sec): 3 clusters
  Score: Raw -300661.495441 + Penalty 2584.371199 = -298077.124241
  nChanged 2
		SP:Iteration 53Q (95060.400000 sec): 3 clusters
  Score: Raw -300662.196515 + Penalty 2584.371199 = -298077.825316
  nChanged 2
		SP:Iteration 54Q (95060.560000 sec): 3 clusters
  Score: Raw -300662.817479 + Penalty 2584.371199 = -298078.446280
  nChanged 2
		SP:Iteration 55Q (95060.720000 sec): 3 clusters
  Score: Raw -300663.736870 + Penalty 2584.371199 = -298079.365671
  nChanged 1
		SP:Iteration 56Q (95060.890000 sec): 3 clusters
  Score: Raw -300664.113582 + Penalty 2584.371199 = -298079.742382
  nChanged 1
		SP:Iteration 57Q (95061.050000 sec): 3 clusters
  Score: Raw -300664.452604 + Penalty 2584.371199 = -298080.081405
  nChanged 0
		SP:Iteration 58F (95061.220000 sec): 3 clusters
  Score: Raw -300664.452604 + Penalty 2584.371199 = -298080.081405
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95061.300000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95061.460000 sec): 3 clusters
  Score: Raw -14305.635325 + Penalty 1643.279887 = -12662.355439
  nChanged 17
		SP:Iteration 1F (95061.660000 sec): 3 clusters
  Score: Raw -14361.963399 + Penalty 1643.279887 = -12718.683513
  nChanged 4
		SP:Iteration 2Q (95061.820000 sec): 3 clusters
  Score: Raw -14374.837410 + Penalty 1643.279887 = -12731.557523
  nChanged 1
		SP:Iteration 3Q (95061.970000 sec): 3 clusters
  Score: Raw -14379.869001 + Penalty 1643.279887 = -12736.589114
  nChanged 2
		SP:Iteration 4Q (95062.150000 sec): 3 clusters
  Score: Raw -14391.203570 + Penalty 1643.279887 = -12747.923683
  nChanged 1
		SP:Iteration 5Q (95062.340000 sec): 3 clusters
  Score: Raw -14395.680521 + Penalty 1643.279887 = -12752.400634
  nChanged 2
		SP:Iteration 6Q (95062.500000 sec): 3 clusters
  Score: Raw -14402.646307 + Penalty 1643.279887 = -12759.366420
  nChanged 1
		SP:Iteration 7Q (95062.690000 sec): 3 clusters
  Score: Raw -14406.501644 + Penalty 1643.279887 = -12763.221757
  nChanged 0
		SP:Iteration 8F (95062.860000 sec): 3 clusters
  Score: Raw -14406.501644 + Penalty 1643.279887 = -12763.221757
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95063.460000 sec): 2 clusters
  Score: Raw -9264493.175637 + Penalty 1826.928658 = -9262666.246979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95064.070000 sec): 3 clusters
  Score: Raw -9215161.795368 + Penalty 3653.857316 = -9211507.938052
  nChanged 36373
		SP:Iteration 1F (95064.640000 sec): 3 clusters
  Score: Raw -9236402.438906 + Penalty 3653.857316 = -9232748.581591
  nChanged 3453
		SP:Iteration 2Q (95065.240000 sec): 3 clusters
  Score: Raw -9237782.475828 + Penalty 3653.857316 = -9234128.618512
  nChanged 4161
		SP:Iteration 3F (95065.770000 sec): 3 clusters
  Score: Raw -9239812.373914 + Penalty 3653.857316 = -9236158.516598
  nChanged 5025
		SP:Iteration 4F (95066.310000 sec): 3 clusters
  Score: Raw -9242746.568338 + Penalty 3653.857316 = -9239092.711023
  nChanged 5723
		SP:Iteration 5F (95066.880000 sec): 3 clusters
  Score: Raw -9246540.720227 + Penalty 3653.857316 = -9242886.862912
  nChanged 5876
		SP:Iteration 6F (95067.480000 sec): 3 clusters
  Score: Raw -9250733.161147 + Penalty 3653.857316 = -9247079.303831
  nChanged 5165
		SP:Iteration 7F (95068.020000 sec): 3 clusters
  Score: Raw -9254546.239817 + Penalty 3653.857316 = -9250892.382502
  nChanged 4139
		SP:Iteration 8F (95068.560000 sec): 3 clusters
  Score: Raw -9257801.677258 + Penalty 3653.857316 = -9254147.819942
  nChanged 3039
		SP:Iteration 9Q (95069.120000 sec): 3 clusters
  Score: Raw -9260397.989230 + Penalty 3653.857316 = -9256744.131915
  nChanged 2153
		SP:Iteration 10Q (95069.710000 sec): 3 clusters
  Score: Raw -9262168.981790 + Penalty 3653.857316 = -9258515.124475
  nChanged 1371
		SP:Iteration 11Q (95070.250000 sec): 3 clusters
  Score: Raw -9263267.507755 + Penalty 3653.857316 = -9259613.650439
  nChanged 861
		SP:Iteration 12Q (95070.810000 sec): 3 clusters
  Score: Raw -9263882.550045 + Penalty 3653.857316 = -9260228.692730
  nChanged 580
		SP:Iteration 13Q (95071.340000 sec): 3 clusters
  Score: Raw -9264242.309626 + Penalty 3653.857316 = -9260588.452310
  nChanged 407
		SP:Iteration 14Q (95071.880000 sec): 3 clusters
  Score: Raw -9264483.291150 + Penalty 3653.857316 = -9260829.433835
  nChanged 308
		SP:Iteration 15Q (95072.430000 sec): 3 clusters
  Score: Raw -9264664.943749 + Penalty 3653.857316 = -9261011.086434
  nChanged 237
		SP:Iteration 16Q (95072.950000 sec): 3 clusters
  Score: Raw -9264807.058051 + Penalty 3653.857316 = -9261153.200736
  nChanged 189
		SP:Iteration 17Q (95073.440000 sec): 3 clusters
  Score: Raw -9264920.766165 + Penalty 3653.857316 = -9261266.908849
  nChanged 158
		SP:Iteration 18Q (95073.950000 sec): 3 clusters
  Score: Raw -9265001.490662 + Penalty 3653.857316 = -9261347.633346
  nChanged 136
		SP:Iteration 19Q (95074.420000 sec): 3 clusters
  Score: Raw -9265074.261647 + Penalty 3653.857316 = -9261420.404331
  nChanged 119
		SP:Iteration 20F (95074.980000 sec): 3 clusters
  Score: Raw -9265136.038766 + Penalty 3653.857316 = -9261482.181451
  nChanged 105
		SP:Iteration 21Q (95075.480000 sec): 3 clusters
  Score: Raw -9265184.410347 + Penalty 3653.857316 = -9261530.553031
  nChanged 79
		SP:Iteration 22Q (95076.080000 sec): 3 clusters
  Score: Raw -9265209.738710 + Penalty 3653.857316 = -9261555.881394
  nChanged 64
		SP:Iteration 23Q (95076.580000 sec): 3 clusters
  Score: Raw -9265227.297178 + Penalty 3653.857316 = -9261573.439863
  nChanged 47
		SP:Iteration 24Q (95077.150000 sec): 3 clusters
  Score: Raw -9265241.181482 + Penalty 3653.857316 = -9261587.324166
  nChanged 49
		SP:Iteration 25Q (95077.710000 sec): 3 clusters
  Score: Raw -9265256.010568 + Penalty 3653.857316 = -9261602.153253
  nChanged 38
		SP:Iteration 26Q (95078.250000 sec): 3 clusters
  Score: Raw -9265265.794649 + Penalty 3653.857316 = -9261611.937333
  nChanged 33
		SP:Iteration 27Q (95078.740000 sec): 3 clusters
  Score: Raw -9265274.785900 + Penalty 3653.857316 = -9261620.928584
  nChanged 28
		SP:Iteration 28Q (95079.240000 sec): 3 clusters
  Score: Raw -9265281.161939 + Penalty 3653.857316 = -9261627.304624
  nChanged 21
		SP:Iteration 29Q (95079.770000 sec): 3 clusters
  Score: Raw -9265285.237089 + Penalty 3653.857316 = -9261631.379774
  nChanged 15
		SP:Iteration 30Q (95080.260000 sec): 3 clusters
  Score: Raw -9265288.569402 + Penalty 3653.857316 = -9261634.712086
  nChanged 11
		SP:Iteration 31Q (95080.770000 sec): 3 clusters
  Score: Raw -9265291.112182 + Penalty 3653.857316 = -9261637.254867
  nChanged 9
		SP:Iteration 32Q (95081.340000 sec): 3 clusters
  Score: Raw -9265292.747973 + Penalty 3653.857316 = -9261638.890657
  nChanged 5
		SP:Iteration 33Q (95081.880000 sec): 3 clusters
  Score: Raw -9265293.403260 + Penalty 3653.857316 = -9261639.545944
  nChanged 4
		SP:Iteration 34Q (95082.420000 sec): 3 clusters
  Score: Raw -9265294.134753 + Penalty 3653.857316 = -9261640.277438
  nChanged 6
		SP:Iteration 35Q (95082.960000 sec): 3 clusters
  Score: Raw -9265295.178296 + Penalty 3653.857316 = -9261641.320981
  nChanged 4
		SP:Iteration 36Q (95083.440000 sec): 3 clusters
  Score: Raw -9265296.280286 + Penalty 3653.857316 = -9261642.422970
  nChanged 8
		SP:Iteration 37Q (95083.920000 sec): 3 clusters
  Score: Raw -9265297.636871 + Penalty 3653.857316 = -9261643.779555
  nChanged 4
		SP:Iteration 38Q (95084.420000 sec): 3 clusters
  Score: Raw -9265298.548434 + Penalty 3653.857316 = -9261644.691118
  nChanged 2
		SP:Iteration 39Q (95084.900000 sec): 3 clusters
  Score: Raw -9265298.836204 + Penalty 3653.857316 = -9261644.978889
  nChanged 2
		SP:Iteration 40F (95085.440000 sec): 3 clusters
  Score: Raw -9265299.233841 + Penalty 3653.857316 = -9261645.376525
  nChanged 1
		SP:Iteration 41Q (95085.890000 sec): 3 clusters
  Score: Raw -9265299.357904 + Penalty 3653.857316 = -9261645.500589
  nChanged 2
		SP:Iteration 42Q (95086.360000 sec): 3 clusters
  Score: Raw -9265299.831791 + Penalty 3653.857316 = -9261645.974476
  nChanged 3
		SP:Iteration 43Q (95086.910000 sec): 3 clusters
  Score: Raw -9265300.204661 + Penalty 3653.857316 = -9261646.347345
  nChanged 2
		SP:Iteration 44Q (95087.430000 sec): 3 clusters
  Score: Raw -9265300.636745 + Penalty 3653.857316 = -9261646.779430
  nChanged 2
		SP:Iteration 45Q (95087.990000 sec): 3 clusters
  Score: Raw -9265301.027088 + Penalty 3653.857316 = -9261647.169773
  nChanged 2
		SP:Iteration 46Q (95088.590000 sec): 3 clusters
  Score: Raw -9265301.378110 + Penalty 3653.857316 = -9261647.520795
  nChanged 3
		SP:Iteration 47Q (95089.140000 sec): 3 clusters
  Score: Raw -9265302.031330 + Penalty 3653.857316 = -9261648.174014
  nChanged 1
		SP:Iteration 48Q (95089.640000 sec): 3 clusters
  Score: Raw -9265302.110756 + Penalty 3653.857316 = -9261648.253440
  nChanged 1
		SP:Iteration 49Q (95090.170000 sec): 3 clusters
  Score: Raw -9265302.205317 + Penalty 3653.857316 = -9261648.348001
  nChanged 0
		SP:Iteration 50F (95090.730000 sec): 3 clusters
  Score: Raw -9265302.205317 + Penalty 3653.857316 = -9261648.348001
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95090.890000 sec): 2 clusters
  Score: Raw -457382.327500 + Penalty 1356.444929 = -456025.882570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95091.100000 sec): 3 clusters
  Score: Raw -455251.507787 + Penalty 2712.889859 = -452538.617928
  nChanged 1697
		SP:Iteration 1F (95091.290000 sec): 3 clusters
  Score: Raw -456275.578318 + Penalty 2712.889859 = -453562.688459
  nChanged 329
		SP:Iteration 2F (95091.510000 sec): 3 clusters
  Score: Raw -456468.973566 + Penalty 2712.889859 = -453756.083707
  nChanged 217
		SP:Iteration 3F (95091.650000 sec): 3 clusters
  Score: Raw -456615.137249 + Penalty 2712.889859 = -453902.247390
  nChanged 194
		SP:Iteration 4Q (95091.870000 sec): 3 clusters
  Score: Raw -456744.981987 + Penalty 2712.889859 = -454032.092128
  nChanged 197
		SP:Iteration 5Q (95092.060000 sec): 3 clusters
  Score: Raw -456892.770608 + Penalty 2712.889859 = -454179.880749
  nChanged 200
		SP:Iteration 6Q (95092.220000 sec): 3 clusters
  Score: Raw -457071.667877 + Penalty 2712.889859 = -454358.778018
  nChanged 208
		SP:Iteration 7Q (95092.390000 sec): 3 clusters
  Score: Raw -457264.676370 + Penalty 2712.889859 = -454551.786512
  nChanged 196
		SP:Iteration 8Q (95092.580000 sec): 3 clusters
  Score: Raw -457432.714884 + Penalty 2712.889859 = -454719.825026
  nChanged 180
		SP:Iteration 9Q (95092.760000 sec): 3 clusters
  Score: Raw -457567.319654 + Penalty 2712.889859 = -454854.429795
  nChanged 139
		SP:Iteration 10Q (95092.950000 sec): 3 clusters
  Score: Raw -457673.106932 + Penalty 2712.889859 = -454960.217073
  nChanged 117
		SP:Iteration 11Q (95093.140000 sec): 3 clusters
  Score: Raw -457759.251500 + Penalty 2712.889859 = -455046.361641
  nChanged 85
		SP:Iteration 12Q (95093.330000 sec): 3 clusters
  Score: Raw -457803.044869 + Penalty 2712.889859 = -455090.155010
  nChanged 60
		SP:Iteration 13Q (95093.500000 sec): 3 clusters
  Score: Raw -457833.193953 + Penalty 2712.889859 = -455120.304094
  nChanged 50
		SP:Iteration 14Q (95093.710000 sec): 3 clusters
  Score: Raw -457860.311239 + Penalty 2712.889859 = -455147.421380
  nChanged 52
		SP:Iteration 15Q (95093.890000 sec): 3 clusters
  Score: Raw -457886.723289 + Penalty 2712.889859 = -455173.833430
  nChanged 39
		SP:Iteration 16Q (95094.100000 sec): 3 clusters
  Score: Raw -457906.666180 + Penalty 2712.889859 = -455193.776321
  nChanged 28
		SP:Iteration 17Q (95094.260000 sec): 3 clusters
  Score: Raw -457921.441928 + Penalty 2712.889859 = -455208.552069
  nChanged 29
		SP:Iteration 18Q (95094.460000 sec): 3 clusters
  Score: Raw -457933.063181 + Penalty 2712.889859 = -455220.173322
  nChanged 16
		SP:Iteration 19Q (95094.650000 sec): 3 clusters
  Score: Raw -457937.779176 + Penalty 2712.889859 = -455224.889317
  nChanged 17
		SP:Iteration 20F (95094.840000 sec): 3 clusters
  Score: Raw -457942.450879 + Penalty 2712.889859 = -455229.561020
  nChanged 10
		SP:Iteration 21Q (95095.040000 sec): 3 clusters
  Score: Raw -457945.243550 + Penalty 2712.889859 = -455232.353691
  nChanged 10
		SP:Iteration 22Q (95095.290000 sec): 3 clusters
  Score: Raw -457947.832393 + Penalty 2712.889859 = -455234.942535
  nChanged 10
		SP:Iteration 23Q (95095.450000 sec): 3 clusters
  Score: Raw -457950.020413 + Penalty 2712.889859 = -455237.130554
  nChanged 7
		SP:Iteration 24Q (95095.620000 sec): 3 clusters
  Score: Raw -457952.193613 + Penalty 2712.889859 = -455239.303754
  nChanged 8
		SP:Iteration 25Q (95095.840000 sec): 3 clusters
  Score: Raw -457954.164828 + Penalty 2712.889859 = -455241.274969
  nChanged 8
		SP:Iteration 26Q (95096.040000 sec): 3 clusters
  Score: Raw -457957.162795 + Penalty 2712.889859 = -455244.272936
  nChanged 9
		SP:Iteration 27Q (95096.200000 sec): 3 clusters
  Score: Raw -457961.034259 + Penalty 2712.889859 = -455248.144400
  nChanged 9
		SP:Iteration 28Q (95096.420000 sec): 3 clusters
  Score: Raw -457964.081632 + Penalty 2712.889859 = -455251.191773
  nChanged 9
		SP:Iteration 29Q (95096.670000 sec): 3 clusters
  Score: Raw -457966.129223 + Penalty 2712.889859 = -455253.239364
  nChanged 5
		SP:Iteration 30Q (95096.860000 sec): 3 clusters
  Score: Raw -457967.369409 + Penalty 2712.889859 = -455254.479550
  nChanged 4
		SP:Iteration 31Q (95097.070000 sec): 3 clusters
  Score: Raw -457967.951828 + Penalty 2712.889859 = -455255.061970
  nChanged 1
		SP:Iteration 32Q (95097.280000 sec): 3 clusters
  Score: Raw -457968.333428 + Penalty 2712.889859 = -455255.443570
  nChanged 1
		SP:Iteration 33Q (95097.420000 sec): 3 clusters
  Score: Raw -457968.514083 + Penalty 2712.889859 = -455255.624224
  nChanged 2
		SP:Iteration 34Q (95097.570000 sec): 3 clusters
  Score: Raw -457968.811721 + Penalty 2712.889859 = -455255.921862
  nChanged 1
		SP:Iteration 35Q (95097.780000 sec): 3 clusters
  Score: Raw -457969.032936 + Penalty 2712.889859 = -455256.143077
  nChanged 0
		SP:Iteration 36F (95097.940000 sec): 3 clusters
  Score: Raw -457969.032936 + Penalty 2712.889859 = -455256.143077
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95098.050000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95098.230000 sec): 3 clusters
  Score: Raw -54593.497700 + Penalty 1998.252196 = -52595.245504
  nChanged 96
		SP:Iteration 1F (95098.400000 sec): 3 clusters
  Score: Raw -54733.268062 + Penalty 1998.252196 = -52735.015865
  nChanged 32
		SP:Iteration 2F (95098.560000 sec): 3 clusters
  Score: Raw -54786.292150 + Penalty 1998.252196 = -52788.039954
  nChanged 12
		SP:Iteration 3Q (95098.720000 sec): 3 clusters
  Score: Raw -54801.634221 + Penalty 1998.252196 = -52803.382025
  nChanged 2
		SP:Iteration 4Q (95098.920000 sec): 3 clusters
  Score: Raw -54807.816136 + Penalty 1998.252196 = -52809.563939
  nChanged 2
		SP:Iteration 5Q (95099.070000 sec): 3 clusters
  Score: Raw -54809.995530 + Penalty 1998.252196 = -52811.743334
  nChanged 3
		SP:Iteration 6Q (95099.230000 sec): 3 clusters
  Score: Raw -54814.430101 + Penalty 1998.252196 = -52816.177905
  nChanged 2
		SP:Iteration 7Q (95099.390000 sec): 3 clusters
  Score: Raw -54817.681343 + Penalty 1998.252196 = -52819.429147
  nChanged 0
		SP:Iteration 8F (95099.510000 sec): 3 clusters
  Score: Raw -54817.681343 + Penalty 1998.252196 = -52819.429147
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95099.660000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95099.820000 sec): 3 clusters
  Score: Raw -65196.163786 + Penalty 2059.468363 = -63136.695423
  nChanged 153
		SP:Iteration 1F (95100.000000 sec): 3 clusters
  Score: Raw -65374.433551 + Penalty 2059.468363 = -63314.965188
  nChanged 44
		SP:Iteration 2F (95100.130000 sec): 3 clusters
  Score: Raw -65464.799048 + Penalty 2059.468363 = -63405.330685
  nChanged 28
		SP:Iteration 3Q (95100.340000 sec): 3 clusters
  Score: Raw -65530.803576 + Penalty 2059.468363 = -63471.335213
  nChanged 25
		SP:Iteration 4Q (95100.460000 sec): 3 clusters
  Score: Raw -65574.154176 + Penalty 2059.468363 = -63514.685813
  nChanged 15
		SP:Iteration 5Q (95100.660000 sec): 3 clusters
  Score: Raw -65593.336188 + Penalty 2059.468363 = -63533.867826
  nChanged 5
		SP:Iteration 6Q (95100.780000 sec): 3 clusters
  Score: Raw -65599.869088 + Penalty 2059.468363 = -63540.400725
  nChanged 5
		SP:Iteration 7Q (95100.970000 sec): 3 clusters
  Score: Raw -65605.870492 + Penalty 2059.468363 = -63546.402130
  nChanged 0
		SP:Iteration 8F (95101.130000 sec): 3 clusters
  Score: Raw -65605.870492 + Penalty 2059.468363 = -63546.402130
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95101.280000 sec): 2 clusters
  Score: Raw -616138.496731 + Penalty 1390.823003 = -614747.673729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95101.460000 sec): 3 clusters
  Score: Raw -613396.842549 + Penalty 2781.646005 = -610615.196544
  nChanged 2136
		SP:Iteration 1F (95101.650000 sec): 3 clusters
  Score: Raw -614573.455875 + Penalty 2781.646005 = -611791.809870
  nChanged 352
		SP:Iteration 2F (95101.870000 sec): 3 clusters
  Score: Raw -614769.444194 + Penalty 2781.646005 = -611987.798189
  nChanged 285
		SP:Iteration 3F (95102.030000 sec): 3 clusters
  Score: Raw -614949.187993 + Penalty 2781.646005 = -612167.541987
  nChanged 257
		SP:Iteration 4Q (95102.250000 sec): 3 clusters
  Score: Raw -615098.498952 + Penalty 2781.646005 = -612316.852947
  nChanged 232
		SP:Iteration 5Q (95102.400000 sec): 3 clusters
  Score: Raw -615262.394466 + Penalty 2781.646005 = -612480.748461
  nChanged 260
		SP:Iteration 6Q (95102.580000 sec): 3 clusters
  Score: Raw -615486.576685 + Penalty 2781.646005 = -612704.930680
  nChanged 280
		SP:Iteration 7F (95102.820000 sec): 3 clusters
  Score: Raw -615681.926829 + Penalty 2781.646005 = -612900.280824
  nChanged 256
		SP:Iteration 8Q (95102.990000 sec): 3 clusters
  Score: Raw -615831.920115 + Penalty 2781.646005 = -613050.274110
  nChanged 223
		SP:Iteration 9Q (95103.200000 sec): 3 clusters
  Score: Raw -615957.690880 + Penalty 2781.646005 = -613176.044875
  nChanged 197
		SP:Iteration 10Q (95103.370000 sec): 3 clusters
  Score: Raw -616078.604786 + Penalty 2781.646005 = -613296.958781
  nChanged 185
		SP:Iteration 11Q (95103.550000 sec): 3 clusters
  Score: Raw -616185.570270 + Penalty 2781.646005 = -613403.924265
  nChanged 169
		SP:Iteration 12Q (95103.720000 sec): 3 clusters
  Score: Raw -616286.357129 + Penalty 2781.646005 = -613504.711124
  nChanged 149
		SP:Iteration 13Q (95103.900000 sec): 3 clusters
  Score: Raw -616378.705427 + Penalty 2781.646005 = -613597.059422
  nChanged 134
		SP:Iteration 14Q (95104.080000 sec): 3 clusters
  Score: Raw -616460.527753 + Penalty 2781.646005 = -613678.881748
  nChanged 97
		SP:Iteration 15Q (95104.240000 sec): 3 clusters
  Score: Raw -616511.119797 + Penalty 2781.646005 = -613729.473792
  nChanged 69
		SP:Iteration 16Q (95104.410000 sec): 3 clusters
  Score: Raw -616548.538395 + Penalty 2781.646005 = -613766.892390
  nChanged 62
		SP:Iteration 17Q (95104.620000 sec): 3 clusters
  Score: Raw -616582.395124 + Penalty 2781.646005 = -613800.749119
  nChanged 51
		SP:Iteration 18Q (95104.800000 sec): 3 clusters
  Score: Raw -616618.922463 + Penalty 2781.646005 = -613837.276458
  nChanged 48
		SP:Iteration 19Q (95104.940000 sec): 3 clusters
  Score: Raw -616658.545239 + Penalty 2781.646005 = -613876.899234
  nChanged 45
		SP:Iteration 20F (95105.140000 sec): 3 clusters
  Score: Raw -616683.102046 + Penalty 2781.646005 = -613901.456041
  nChanged 35
		SP:Iteration 21Q (95105.360000 sec): 3 clusters
  Score: Raw -616704.837308 + Penalty 2781.646005 = -613923.191303
  nChanged 29
		SP:Iteration 22Q (95105.600000 sec): 3 clusters
  Score: Raw -616721.708713 + Penalty 2781.646005 = -613940.062708
  nChanged 26
		SP:Iteration 23Q (95105.760000 sec): 3 clusters
  Score: Raw -616737.164608 + Penalty 2781.646005 = -613955.518603
  nChanged 20
		SP:Iteration 24Q (95105.940000 sec): 3 clusters
  Score: Raw -616750.633050 + Penalty 2781.646005 = -613968.987045
  nChanged 22
		SP:Iteration 25Q (95106.120000 sec): 3 clusters
  Score: Raw -616764.750717 + Penalty 2781.646005 = -613983.104712
  nChanged 21
		SP:Iteration 26Q (95106.300000 sec): 3 clusters
  Score: Raw -616776.944921 + Penalty 2781.646005 = -613995.298916
  nChanged 15
		SP:Iteration 27Q (95106.470000 sec): 3 clusters
  Score: Raw -616791.466675 + Penalty 2781.646005 = -614009.820670
  nChanged 19
		SP:Iteration 28Q (95106.640000 sec): 3 clusters
  Score: Raw -616806.163904 + Penalty 2781.646005 = -614024.517899
  nChanged 20
		SP:Iteration 29Q (95106.820000 sec): 3 clusters
  Score: Raw -616821.043362 + Penalty 2781.646005 = -614039.397357
  nChanged 11
		SP:Iteration 30Q (95107.050000 sec): 3 clusters
  Score: Raw -616830.855219 + Penalty 2781.646005 = -614049.209214
  nChanged 17
		SP:Iteration 31Q (95107.240000 sec): 3 clusters
  Score: Raw -616843.748105 + Penalty 2781.646005 = -614062.102100
  nChanged 15
		SP:Iteration 32Q (95107.440000 sec): 3 clusters
  Score: Raw -616857.873969 + Penalty 2781.646005 = -614076.227964
  nChanged 15
		SP:Iteration 33Q (95107.670000 sec): 3 clusters
  Score: Raw -616872.831885 + Penalty 2781.646005 = -614091.185880
  nChanged 19
		SP:Iteration 34Q (95107.860000 sec): 3 clusters
  Score: Raw -616894.765352 + Penalty 2781.646005 = -614113.119347
  nChanged 22
		SP:Iteration 35Q (95108.090000 sec): 3 clusters
  Score: Raw -616921.311467 + Penalty 2781.646005 = -614139.665462
  nChanged 18
		SP:Iteration 36Q (95108.240000 sec): 3 clusters
  Score: Raw -616957.196195 + Penalty 2781.646005 = -614175.550190
  nChanged 21
		SP:Iteration 37Q (95108.430000 sec): 3 clusters
  Score: Raw -616987.565729 + Penalty 2781.646005 = -614205.919724
  nChanged 15
		SP:Iteration 38Q (95108.570000 sec): 3 clusters
  Score: Raw -616998.023358 + Penalty 2781.646005 = -614216.377353
  nChanged 8
		SP:Iteration 39Q (95108.740000 sec): 3 clusters
  Score: Raw -617003.178638 + Penalty 2781.646005 = -614221.532633
  nChanged 4
		SP:Iteration 40F (95108.900000 sec): 3 clusters
  Score: Raw -617004.401660 + Penalty 2781.646005 = -614222.755655
  nChanged 2
		SP:Iteration 41Q (95109.090000 sec): 3 clusters
  Score: Raw -617004.755362 + Penalty 2781.646005 = -614223.109357
  nChanged 0
		SP:Iteration 42F (95109.270000 sec): 3 clusters
  Score: Raw -617004.755362 + Penalty 2781.646005 = -614223.109357
  nChanged 0
Iteration 259Q (95249.060000 sec): 66 clusters
  Score: Raw -223657882.079151 + Penalty 152791.978268 = -223505090.100883
  nChanged 532
Iteration 260F (95459.260000 sec): 66 clusters
  Score: Raw -223657910.842269 + Penalty 152791.978268 = -223505118.864001
  nChanged 561
Iteration 261Q (95601.610000 sec): 66 clusters
  Score: Raw -223657940.784347 + Penalty 152791.978268 = -223505148.806079
  nChanged 540
Iteration 262Q (95734.180000 sec): 66 clusters
  Score: Raw -223657972.286837 + Penalty 152791.978268 = -223505180.308569
  nChanged 592
Iteration 263Q (95873.300000 sec): 66 clusters
  Score: Raw -223658005.039854 + Penalty 152791.978268 = -223505213.061586
  nChanged 646
Iteration 264Q (96015.710000 sec): 66 clusters
  Score: Raw -223658039.039544 + Penalty 152791.978268 = -223505247.061276
  nChanged 656
Iteration 265Q (96161.900000 sec): 66 clusters
  Score: Raw -223658076.396855 + Penalty 152791.978268 = -223505284.418587
  nChanged 697
Iteration 266Q (96299.200000 sec): 66 clusters
  Score: Raw -223658118.536068 + Penalty 152791.978268 = -223505326.557800
  nChanged 730
Iteration 267Q (96442.560000 sec): 66 clusters
  Score: Raw -223658159.569199 + Penalty 152791.978268 = -223505367.590931
  nChanged 741
Iteration 268Q (96574.620000 sec): 66 clusters
  Score: Raw -223658202.223686 + Penalty 152791.978268 = -223505410.245418
  nChanged 761
Iteration 269Q (96708.580000 sec): 66 clusters
  Score: Raw -223658244.423724 + Penalty 152791.978268 = -223505452.445456
  nChanged 787
Iteration 270Q (96855.210000 sec): 66 clusters
  Score: Raw -223658286.977243 + Penalty 152791.978268 = -223505494.998975
  nChanged 791
Iteration 271Q (96990.060000 sec): 66 clusters
  Score: Raw -223658324.462530 + Penalty 152791.978268 = -223505532.484262
  nChanged 745
Iteration 272Q (97128.600000 sec): 66 clusters
  Score: Raw -223658359.667310 + Penalty 152791.978268 = -223505567.689042
  nChanged 716
Iteration 273Q (97268.070000 sec): 66 clusters
  Score: Raw -223658397.488948 + Penalty 152791.978268 = -223505605.510680
  nChanged 751
Iteration 274Q (97400.730000 sec): 66 clusters
  Score: Raw -223658433.760194 + Penalty 152791.978268 = -223505641.781926
  nChanged 735
Iteration 275Q (97534.260000 sec): 66 clusters
  Score: Raw -223658464.479582 + Penalty 152791.978268 = -223505672.501315
  nChanged 687
Iteration 276Q (97668.530000 sec): 66 clusters
  Score: Raw -223658496.332522 + Penalty 152791.978268 = -223505704.354254
  nChanged 682
Iteration 277Q (97810.380000 sec): 66 clusters
  Score: Raw -223658533.096130 + Penalty 152791.978268 = -223505741.117863
  nChanged 739
Iteration 278Q (97952.920000 sec): 66 clusters
  Score: Raw -223658571.721651 + Penalty 152791.978268 = -223505779.743384
  nChanged 731
Iteration 279Q (98093.810000 sec): 66 clusters
  Score: Raw -223658608.940143 + Penalty 152791.978268 = -223505816.961875
  nChanged 757
Iteration 280F (98305.220000 sec): 66 clusters
  Score: Raw -223658646.331018 + Penalty 152791.978268 = -223505854.352750
  nChanged 725
Iteration 281Q (98450.590000 sec): 66 clusters
  Score: Raw -223658679.523071 + Penalty 152791.978268 = -223505887.544803
  nChanged 706
Iteration 282Q (98593.530000 sec): 66 clusters
  Score: Raw -223658715.343208 + Penalty 152791.978268 = -223505923.364941
  nChanged 741
Iteration 283Q (98741.640000 sec): 66 clusters
  Score: Raw -223658752.114023 + Penalty 152791.978268 = -223505960.135755
  nChanged 771
Iteration 284Q (98880.630000 sec): 66 clusters
  Score: Raw -223658784.874400 + Penalty 152791.978268 = -223505992.896132
  nChanged 663
Iteration 285Q (99020.420000 sec): 66 clusters
  Score: Raw -223658815.364389 + Penalty 152791.978268 = -223506023.386121
  nChanged 646
Iteration 286Q (99157.050000 sec): 66 clusters
  Score: Raw -223658838.598518 + Penalty 152791.978268 = -223506046.620251
  nChanged 596
Iteration 287Q (99292.070000 sec): 66 clusters
  Score: Raw -223658863.464989 + Penalty 152791.978268 = -223506071.486721
  nChanged 569
Iteration 288Q (99431.820000 sec): 66 clusters
  Score: Raw -223658883.514067 + Penalty 152791.978268 = -223506091.535799
  nChanged 502
Iteration 289Q (99576.630000 sec): 66 clusters
  Score: Raw -223658901.001469 + Penalty 152791.978268 = -223506109.023201
  nChanged 478
Iteration 290Q (99724.150000 sec): 66 clusters
  Score: Raw -223658917.456660 + Penalty 152791.978268 = -223506125.478392
  nChanged 476
Iteration 291Q (99876.560000 sec): 66 clusters
  Score: Raw -223658933.048762 + Penalty 152791.978268 = -223506141.070494
  nChanged 422
Iteration 292Q (100039.040000 sec): 66 clusters
  Score: Raw -223658947.326316 + Penalty 152791.978268 = -223506155.348048
  nChanged 412
Iteration 293Q (100192.510000 sec): 66 clusters
  Score: Raw -223658961.795796 + Penalty 152791.978268 = -223506169.817528
  nChanged 396
Iteration 294Q (100369.350000 sec): 66 clusters
  Score: Raw -223658976.623114 + Penalty 152791.978268 = -223506184.644846
  nChanged 405
Iteration 295Q (100558.250000 sec): 66 clusters
  Score: Raw -223658989.590674 + Penalty 152791.978268 = -223506197.612406
  nChanged 385
Iteration 296Q (100716.450000 sec): 66 clusters
  Score: Raw -223659002.152835 + Penalty 152791.978268 = -223506210.174567
  nChanged 394
Iteration 297Q (100844.840000 sec): 66 clusters
  Score: Raw -223659015.433048 + Penalty 152791.978268 = -223506223.454781
  nChanged 400
Iteration 298Q (100983.100000 sec): 66 clusters
  Score: Raw -223659028.106473 + Penalty 152791.978268 = -223506236.128205
  nChanged 364
Writing temp clu file 
Because OldScore, -223506223.454781, is greater than current (better) Score,-223506236.128205 
 Compute initial score before splitting:   Score: Raw -223659028.106473 + Penalty 152791.978268 = -223506236.128205
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (357339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100985.240000 sec): 2 clusters
  Score: Raw -42783143.980440 + Penalty 2077.796531 = -42781066.183909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100987.170000 sec): 3 clusters
  Score: Raw -42543274.955989 + Penalty 4155.593062 = -42539119.362927
  nChanged 174673
		SP:Iteration 1F (100989.040000 sec): 3 clusters
  Score: Raw -42649565.805910 + Penalty 4155.593062 = -42645410.212848
  nChanged 13380
		SP:Iteration 2Q (100990.830000 sec): 3 clusters
  Score: Raw -42654219.004014 + Penalty 4155.593062 = -42650063.410952
  nChanged 16748
		SP:Iteration 3Q (100992.940000 sec): 3 clusters
  Score: Raw -42661799.020323 + Penalty 4155.593062 = -42657643.427261
  nChanged 20381
		SP:Iteration 4F (100995.100000 sec): 3 clusters
  Score: Raw -42672564.917823 + Penalty 4155.593062 = -42668409.324761
  nChanged 22299
		SP:Iteration 5F (100996.820000 sec): 3 clusters
  Score: Raw -42684966.346258 + Penalty 4155.593062 = -42680810.753196
  nChanged 21512
		SP:Iteration 6F (100998.610000 sec): 3 clusters
  Score: Raw -42696495.509923 + Penalty 4155.593062 = -42692339.916862
  nChanged 18996
		SP:Iteration 7F (101000.560000 sec): 3 clusters
  Score: Raw -42705710.612847 + Penalty 4155.593062 = -42701555.019785
  nChanged 16346
		SP:Iteration 8Q (101002.390000 sec): 3 clusters
  Score: Raw -42713109.766181 + Penalty 4155.593062 = -42708954.173119
  nChanged 14289
		SP:Iteration 9Q (101004.340000 sec): 3 clusters
  Score: Raw -42719481.181870 + Penalty 4155.593062 = -42715325.588808
  nChanged 13209
		SP:Iteration 10Q (101006.590000 sec): 3 clusters
  Score: Raw -42725547.834638 + Penalty 4155.593062 = -42721392.241576
  nChanged 12575
		SP:Iteration 11Q (101008.450000 sec): 3 clusters
  Score: Raw -42731408.464551 + Penalty 4155.593062 = -42727252.871489
  nChanged 11780
		SP:Iteration 12Q (101010.380000 sec): 3 clusters
  Score: Raw -42736773.290790 + Penalty 4155.593062 = -42732617.697728
  nChanged 10628
		SP:Iteration 13Q (101012.540000 sec): 3 clusters
  Score: Raw -42741209.413802 + Penalty 4155.593062 = -42737053.820740
  nChanged 9177
		SP:Iteration 14Q (101014.380000 sec): 3 clusters
  Score: Raw -42744426.502541 + Penalty 4155.593062 = -42740270.909479
  nChanged 7427
		SP:Iteration 15Q (101016.560000 sec): 3 clusters
  Score: Raw -42746548.382940 + Penalty 4155.593062 = -42742392.789879
  nChanged 6019
		SP:Iteration 16Q (101018.670000 sec): 3 clusters
  Score: Raw -42747953.975170 + Penalty 4155.593062 = -42743798.382108
  nChanged 4797
		SP:Iteration 17Q (101020.420000 sec): 3 clusters
  Score: Raw -42748912.024958 + Penalty 4155.593062 = -42744756.431897
  nChanged 3941
		SP:Iteration 18Q (101022.340000 sec): 3 clusters
  Score: Raw -42749630.811559 + Penalty 4155.593062 = -42745475.218497
  nChanged 3468
		SP:Iteration 19Q (101024.190000 sec): 3 clusters
  Score: Raw -42750226.408363 + Penalty 4155.593062 = -42746070.815301
  nChanged 3192
		SP:Iteration 20F (101025.830000 sec): 3 clusters
  Score: Raw -42750752.461445 + Penalty 4155.593062 = -42746596.868384
  nChanged 3122
		SP:Iteration 21Q (101027.830000 sec): 3 clusters
  Score: Raw -42751269.257754 + Penalty 4155.593062 = -42747113.664692
  nChanged 3150
		SP:Iteration 22Q (101030.290000 sec): 3 clusters
  Score: Raw -42751801.989374 + Penalty 4155.593062 = -42747646.396312
  nChanged 3174
		SP:Iteration 23Q (101032.260000 sec): 3 clusters
  Score: Raw -42752363.629611 + Penalty 4155.593062 = -42748208.036549
  nChanged 3350
		SP:Iteration 24Q (101034.780000 sec): 3 clusters
  Score: Raw -42752979.740686 + Penalty 4155.593062 = -42748824.147625
  nChanged 3463
		SP:Iteration 25Q (101037.080000 sec): 3 clusters
  Score: Raw -42753643.232591 + Penalty 4155.593062 = -42749487.639529
  nChanged 3591
		SP:Iteration 26Q (101038.770000 sec): 3 clusters
  Score: Raw -42754370.499631 + Penalty 4155.593062 = -42750214.906569
  nChanged 3699
		SP:Iteration 27Q (101040.720000 sec): 3 clusters
  Score: Raw -42755159.915011 + Penalty 4155.593062 = -42751004.321949
  nChanged 3877
		SP:Iteration 28Q (101042.420000 sec): 3 clusters
  Score: Raw -42756043.146343 + Penalty 4155.593062 = -42751887.553281
  nChanged 4042
		SP:Iteration 29Q (101044.080000 sec): 3 clusters
  Score: Raw -42757003.168174 + Penalty 4155.593062 = -42752847.575112
  nChanged 4173
		SP:Iteration 30Q (101045.880000 sec): 3 clusters
  Score: Raw -42758052.950562 + Penalty 4155.593062 = -42753897.357500
  nChanged 4421
		SP:Iteration 31Q (101047.590000 sec): 3 clusters
  Score: Raw -42759257.870285 + Penalty 4155.593062 = -42755102.277223
  nChanged 4584
		SP:Iteration 32Q (101049.250000 sec): 3 clusters
  Score: Raw -42760595.059707 + Penalty 4155.593062 = -42756439.466645
  nChanged 4636
		SP:Iteration 33Q (101051.180000 sec): 3 clusters
  Score: Raw -42762006.823617 + Penalty 4155.593062 = -42757851.230555
  nChanged 4639
		SP:Iteration 34Q (101053.140000 sec): 3 clusters
  Score: Raw -42763533.378972 + Penalty 4155.593062 = -42759377.785910
  nChanged 4768
		SP:Iteration 35Q (101054.760000 sec): 3 clusters
  Score: Raw -42765238.838034 + Penalty 4155.593062 = -42761083.244972
  nChanged 4806
		SP:Iteration 36Q (101056.620000 sec): 3 clusters
  Score: Raw -42767142.740738 + Penalty 4155.593062 = -42762987.147676
  nChanged 4755
		SP:Iteration 37Q (101058.390000 sec): 3 clusters
  Score: Raw -42769159.571647 + Penalty 4155.593062 = -42765003.978585
  nChanged 4560
		SP:Iteration 38Q (101059.980000 sec): 3 clusters
  Score: Raw -42771202.330870 + Penalty 4155.593062 = -42767046.737808
  nChanged 4258
		SP:Iteration 39Q (101061.640000 sec): 3 clusters
  Score: Raw -42773202.879105 + Penalty 4155.593062 = -42769047.286044
  nChanged 3933
		SP:Iteration 40F (101063.460000 sec): 3 clusters
  Score: Raw -42775173.427045 + Penalty 4155.593062 = -42771017.833983
  nChanged 3525
		SP:Iteration 41Q (101065.180000 sec): 3 clusters
  Score: Raw -42776991.957315 + Penalty 4155.593062 = -42772836.364254
  nChanged 3005
		SP:Iteration 42Q (101067.030000 sec): 3 clusters
  Score: Raw -42778546.048141 + Penalty 4155.593062 = -42774390.455079
  nChanged 2503
		SP:Iteration 43Q (101068.580000 sec): 3 clusters
  Score: Raw -42779856.944856 + Penalty 4155.593062 = -42775701.351794
  nChanged 1971
		SP:Iteration 44Q (101070.040000 sec): 3 clusters
  Score: Raw -42780847.105013 + Penalty 4155.593062 = -42776691.511951
  nChanged 1489
		SP:Iteration 45Q (101071.680000 sec): 3 clusters
  Score: Raw -42781588.100158 + Penalty 4155.593062 = -42777432.507096
  nChanged 1139
		SP:Iteration 46Q (101073.480000 sec): 3 clusters
  Score: Raw -42782167.015019 + Penalty 4155.593062 = -42778011.421957
  nChanged 878
		SP:Iteration 47Q (101075.140000 sec): 3 clusters
  Score: Raw -42782613.397751 + Penalty 4155.593062 = -42778457.804690
  nChanged 627
		SP:Iteration 48Q (101076.870000 sec): 3 clusters
  Score: Raw -42782919.074805 + Penalty 4155.593062 = -42778763.481744
  nChanged 401
		SP:Iteration 49Q (101078.820000 sec): 3 clusters
  Score: Raw -42783120.801520 + Penalty 4155.593062 = -42778965.208459
  nChanged 296
		SP:Iteration 50Q (101080.520000 sec): 3 clusters
  Score: Raw -42783266.446438 + Penalty 4155.593062 = -42779110.853377
  nChanged 226
		SP:Iteration 51Q (101082.380000 sec): 3 clusters
  Score: Raw -42783385.187351 + Penalty 4155.593062 = -42779229.594289
  nChanged 146
		SP:Iteration 52Q (101084.230000 sec): 3 clusters
  Score: Raw -42783449.614737 + Penalty 4155.593062 = -42779294.021676
  nChanged 120
		SP:Iteration 53Q (101085.790000 sec): 3 clusters
  Score: Raw -42783498.537549 + Penalty 4155.593062 = -42779342.944487
  nChanged 80
		SP:Iteration 54Q (101087.540000 sec): 3 clusters
  Score: Raw -42783532.985038 + Penalty 4155.593062 = -42779377.391976
  nChanged 75
		SP:Iteration 55Q (101089.340000 sec): 3 clusters
  Score: Raw -42783565.326155 + Penalty 4155.593062 = -42779409.733093
  nChanged 74
		SP:Iteration 56Q (101090.880000 sec): 3 clusters
  Score: Raw -42783598.464124 + Penalty 4155.593062 = -42779442.871062
  nChanged 71
		SP:Iteration 57Q (101092.640000 sec): 3 clusters
  Score: Raw -42783628.194521 + Penalty 4155.593062 = -42779472.601459
  nChanged 67
		SP:Iteration 58Q (101094.240000 sec): 3 clusters
  Score: Raw -42783657.969696 + Penalty 4155.593062 = -42779502.376634
  nChanged 62
		SP:Iteration 59Q (101095.700000 sec): 3 clusters
  Score: Raw -42783686.738609 + Penalty 4155.593062 = -42779531.145548
  nChanged 47
		SP:Iteration 60F (101097.470000 sec): 3 clusters
  Score: Raw -42783702.020626 + Penalty 4155.593062 = -42779546.427564
  nChanged 33
		SP:Iteration 61Q (101099.180000 sec): 3 clusters
  Score: Raw -42783711.407367 + Penalty 4155.593062 = -42779555.814305
  nChanged 24
		SP:Iteration 62Q (101101.120000 sec): 3 clusters
  Score: Raw -42783721.050319 + Penalty 4155.593062 = -42779565.457257
  nChanged 23
		SP:Iteration 63Q (101102.940000 sec): 3 clusters
  Score: Raw -42783730.115675 + Penalty 4155.593062 = -42779574.522613
  nChanged 19
		SP:Iteration 64Q (101104.880000 sec): 3 clusters
  Score: Raw -42783738.065746 + Penalty 4155.593062 = -42779582.472684
  nChanged 24
		SP:Iteration 65Q (101106.640000 sec): 3 clusters
  Score: Raw -42783745.656203 + Penalty 4155.593062 = -42779590.063141
  nChanged 17
		SP:Iteration 66Q (101108.270000 sec): 3 clusters
  Score: Raw -42783752.200267 + Penalty 4155.593062 = -42779596.607205
  nChanged 14
		SP:Iteration 67Q (101109.730000 sec): 3 clusters
  Score: Raw -42783758.867661 + Penalty 4155.593062 = -42779603.274599
  nChanged 14
		SP:Iteration 68Q (101111.200000 sec): 3 clusters
  Score: Raw -42783763.631156 + Penalty 4155.593062 = -42779608.038094
  nChanged 13
		SP:Iteration 69Q (101112.840000 sec): 3 clusters
  Score: Raw -42783768.084497 + Penalty 4155.593062 = -42779612.491435
  nChanged 13
		SP:Iteration 70Q (101114.360000 sec): 3 clusters
  Score: Raw -42783773.793145 + Penalty 4155.593062 = -42779618.200084
  nChanged 13
		SP:Iteration 71Q (101116.140000 sec): 3 clusters
  Score: Raw -42783777.613386 + Penalty 4155.593062 = -42779622.020325
  nChanged 9
		SP:Iteration 72Q (101117.880000 sec): 3 clusters
  Score: Raw -42783779.546045 + Penalty 4155.593062 = -42779623.952984
  nChanged 5
		SP:Iteration 73Q (101119.620000 sec): 3 clusters
  Score: Raw -42783782.423390 + Penalty 4155.593062 = -42779626.830329
  nChanged 7
		SP:Iteration 74Q (101121.300000 sec): 3 clusters
  Score: Raw -42783784.107888 + Penalty 4155.593062 = -42779628.514826
  nChanged 7
		SP:Iteration 75Q (101122.980000 sec): 3 clusters
  Score: Raw -42783785.929782 + Penalty 4155.593062 = -42779630.336720
  nChanged 4
		SP:Iteration 76Q (101124.650000 sec): 3 clusters
  Score: Raw -42783787.890015 + Penalty 4155.593062 = -42779632.296953
  nChanged 6
		SP:Iteration 77Q (101126.380000 sec): 3 clusters
  Score: Raw -42783789.754762 + Penalty 4155.593062 = -42779634.161700
  nChanged 11
		SP:Iteration 78Q (101128.010000 sec): 3 clusters
  Score: Raw -42783793.194510 + Penalty 4155.593062 = -42779637.601448
  nChanged 8
		SP:Iteration 79Q (101129.580000 sec): 3 clusters
  Score: Raw -42783795.705012 + Penalty 4155.593062 = -42779640.111950
  nChanged 9
		SP:Iteration 80F (101131.440000 sec): 3 clusters
  Score: Raw -42783798.095661 + Penalty 4155.593062 = -42779642.502599
  nChanged 8
		SP:Iteration 81Q (101133.060000 sec): 3 clusters
  Score: Raw -42783800.406205 + Penalty 4155.593062 = -42779644.813143
  nChanged 5
		SP:Iteration 82Q (101134.700000 sec): 3 clusters
  Score: Raw -42783803.107388 + Penalty 4155.593062 = -42779647.514326
  nChanged 9
		SP:Iteration 83Q (101136.270000 sec): 3 clusters
  Score: Raw -42783805.987330 + Penalty 4155.593062 = -42779650.394269
  nChanged 11
		SP:Iteration 84Q (101137.910000 sec): 3 clusters
  Score: Raw -42783808.717951 + Penalty 4155.593062 = -42779653.124889
  nChanged 5
		SP:Iteration 85Q (101139.450000 sec): 3 clusters
  Score: Raw -42783810.036667 + Penalty 4155.593062 = -42779654.443605
  nChanged 6
		SP:Iteration 86Q (101141.150000 sec): 3 clusters
  Score: Raw -42783811.816512 + Penalty 4155.593062 = -42779656.223450
  nChanged 7
		SP:Iteration 87Q (101142.740000 sec): 3 clusters
  Score: Raw -42783814.296610 + Penalty 4155.593062 = -42779658.703548
  nChanged 9
		SP:Iteration 88Q (101144.570000 sec): 3 clusters
  Score: Raw -42783816.878130 + Penalty 4155.593062 = -42779661.285068
  nChanged 9
		SP:Iteration 89Q (101146.180000 sec): 3 clusters
  Score: Raw -42783819.620953 + Penalty 4155.593062 = -42779664.027891
  nChanged 11
		SP:Iteration 90Q (101147.900000 sec): 3 clusters
  Score: Raw -42783823.183900 + Penalty 4155.593062 = -42779667.590838
  nChanged 12
		SP:Iteration 91Q (101149.500000 sec): 3 clusters
  Score: Raw -42783827.483790 + Penalty 4155.593062 = -42779671.890729
  nChanged 10
		SP:Iteration 92Q (101151.180000 sec): 3 clusters
  Score: Raw -42783830.253940 + Penalty 4155.593062 = -42779674.660878
  nChanged 5
		SP:Iteration 93Q (101152.890000 sec): 3 clusters
  Score: Raw -42783831.168707 + Penalty 4155.593062 = -42779675.575646
  nChanged 2
		SP:Iteration 94Q (101154.550000 sec): 3 clusters
  Score: Raw -42783831.712764 + Penalty 4155.593062 = -42779676.119702
  nChanged 4
		SP:Iteration 95Q (101156.200000 sec): 3 clusters
  Score: Raw -42783832.756517 + Penalty 4155.593062 = -42779677.163455
  nChanged 3
		SP:Iteration 96Q (101157.790000 sec): 3 clusters
  Score: Raw -42783833.348847 + Penalty 4155.593062 = -42779677.755785
  nChanged 1
		SP:Iteration 97Q (101159.430000 sec): 3 clusters
  Score: Raw -42783833.575391 + Penalty 4155.593062 = -42779677.982329
  nChanged 0
		SP:Iteration 98F (101161.450000 sec): 3 clusters
  Score: Raw -42783833.575391 + Penalty 4155.593062 = -42779677.982329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101161.770000 sec): 2 clusters
  Score: Raw -1309599.930310 + Penalty 1511.190278 = -1308088.740032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101161.990000 sec): 3 clusters
  Score: Raw -1303305.271318 + Penalty 3022.380556 = -1300282.890762
  nChanged 4766
		SP:Iteration 1F (101162.260000 sec): 3 clusters
  Score: Raw -1305831.692389 + Penalty 3022.380556 = -1302809.311833
  nChanged 581
		SP:Iteration 2F (101162.500000 sec): 3 clusters
  Score: Raw -1306066.844281 + Penalty 3022.380556 = -1303044.463725
  nChanged 499
		SP:Iteration 3Q (101162.760000 sec): 3 clusters
  Score: Raw -1306271.267221 + Penalty 3022.380556 = -1303248.886665
  nChanged 505
		SP:Iteration 4Q (101163.060000 sec): 3 clusters
  Score: Raw -1306476.882157 + Penalty 3022.380556 = -1303454.501601
  nChanged 464
		SP:Iteration 5Q (101163.310000 sec): 3 clusters
  Score: Raw -1306700.423058 + Penalty 3022.380556 = -1303678.042502
  nChanged 511
		SP:Iteration 6Q (101163.560000 sec): 3 clusters
  Score: Raw -1306970.589270 + Penalty 3022.380556 = -1303948.208714
  nChanged 560
		SP:Iteration 7F (101163.810000 sec): 3 clusters
  Score: Raw -1307312.571212 + Penalty 3022.380556 = -1304290.190656
  nChanged 602
		SP:Iteration 8F (101164.080000 sec): 3 clusters
  Score: Raw -1307747.291094 + Penalty 3022.380556 = -1304724.910538
  nChanged 594
		SP:Iteration 9F (101164.340000 sec): 3 clusters
  Score: Raw -1308192.495920 + Penalty 3022.380556 = -1305170.115364
  nChanged 533
		SP:Iteration 10Q (101164.610000 sec): 3 clusters
  Score: Raw -1308619.095206 + Penalty 3022.380556 = -1305596.714650
  nChanged 440
		SP:Iteration 11Q (101164.830000 sec): 3 clusters
  Score: Raw -1308978.805887 + Penalty 3022.380556 = -1305956.425331
  nChanged 299
		SP:Iteration 12Q (101165.140000 sec): 3 clusters
  Score: Raw -1309264.630245 + Penalty 3022.380556 = -1306242.249690
  nChanged 228
		SP:Iteration 13Q (101165.340000 sec): 3 clusters
  Score: Raw -1309490.765761 + Penalty 3022.380556 = -1306468.385205
  nChanged 183
		SP:Iteration 14Q (101165.720000 sec): 3 clusters
  Score: Raw -1309664.277369 + Penalty 3022.380556 = -1306641.896813
  nChanged 120
		SP:Iteration 15Q (101165.980000 sec): 3 clusters
  Score: Raw -1309795.811541 + Penalty 3022.380556 = -1306773.430986
  nChanged 100
		SP:Iteration 16Q (101166.210000 sec): 3 clusters
  Score: Raw -1309884.570746 + Penalty 3022.380556 = -1306862.190190
  nChanged 83
		SP:Iteration 17Q (101166.520000 sec): 3 clusters
  Score: Raw -1309953.853527 + Penalty 3022.380556 = -1306931.472971
  nChanged 73
		SP:Iteration 18Q (101166.740000 sec): 3 clusters
  Score: Raw -1310013.895088 + Penalty 3022.380556 = -1306991.514532
  nChanged 52
		SP:Iteration 19Q (101166.960000 sec): 3 clusters
  Score: Raw -1310053.733818 + Penalty 3022.380556 = -1307031.353263
  nChanged 48
		SP:Iteration 20F (101167.170000 sec): 3 clusters
  Score: Raw -1310089.955239 + Penalty 3022.380556 = -1307067.574683
  nChanged 33
		SP:Iteration 21Q (101167.420000 sec): 3 clusters
  Score: Raw -1310111.095827 + Penalty 3022.380556 = -1307088.715272
  nChanged 34
		SP:Iteration 22Q (101167.640000 sec): 3 clusters
  Score: Raw -1310131.835079 + Penalty 3022.380556 = -1307109.454523
  nChanged 30
		SP:Iteration 23Q (101167.830000 sec): 3 clusters
  Score: Raw -1310147.586626 + Penalty 3022.380556 = -1307125.206070
  nChanged 31
		SP:Iteration 24Q (101168.110000 sec): 3 clusters
  Score: Raw -1310167.411049 + Penalty 3022.380556 = -1307145.030493
  nChanged 29
		SP:Iteration 25Q (101168.330000 sec): 3 clusters
  Score: Raw -1310180.178792 + Penalty 3022.380556 = -1307157.798236
  nChanged 18
		SP:Iteration 26Q (101168.540000 sec): 3 clusters
  Score: Raw -1310188.775000 + Penalty 3022.380556 = -1307166.394444
  nChanged 17
		SP:Iteration 27Q (101168.780000 sec): 3 clusters
  Score: Raw -1310196.974573 + Penalty 3022.380556 = -1307174.594017
  nChanged 17
		SP:Iteration 28Q (101169.080000 sec): 3 clusters
  Score: Raw -1310204.204613 + Penalty 3022.380556 = -1307181.824057
  nChanged 19
		SP:Iteration 29Q (101169.290000 sec): 3 clusters
  Score: Raw -1310215.189980 + Penalty 3022.380556 = -1307192.809424
  nChanged 20
		SP:Iteration 30Q (101169.600000 sec): 3 clusters
  Score: Raw -1310225.673029 + Penalty 3022.380556 = -1307203.292473
  nChanged 18
		SP:Iteration 31Q (101169.830000 sec): 3 clusters
  Score: Raw -1310232.869744 + Penalty 3022.380556 = -1307210.489189
  nChanged 9
		SP:Iteration 32Q (101170.010000 sec): 3 clusters
  Score: Raw -1310235.776755 + Penalty 3022.380556 = -1307213.396199
  nChanged 9
		SP:Iteration 33Q (101170.230000 sec): 3 clusters
  Score: Raw -1310240.284440 + Penalty 3022.380556 = -1307217.903884
  nChanged 6
		SP:Iteration 34Q (101170.450000 sec): 3 clusters
  Score: Raw -1310243.613519 + Penalty 3022.380556 = -1307221.232963
  nChanged 5
		SP:Iteration 35Q (101170.670000 sec): 3 clusters
  Score: Raw -1310245.273306 + Penalty 3022.380556 = -1307222.892750
  nChanged 4
		SP:Iteration 36Q (101170.860000 sec): 3 clusters
  Score: Raw -1310247.612428 + Penalty 3022.380556 = -1307225.231872
  nChanged 5
		SP:Iteration 37Q (101171.060000 sec): 3 clusters
  Score: Raw -1310249.061795 + Penalty 3022.380556 = -1307226.681239
  nChanged 5
		SP:Iteration 38Q (101171.280000 sec): 3 clusters
  Score: Raw -1310250.397799 + Penalty 3022.380556 = -1307228.017243
  nChanged 3
		SP:Iteration 39Q (101171.470000 sec): 3 clusters
  Score: Raw -1310251.005526 + Penalty 3022.380556 = -1307228.624971
  nChanged 2
		SP:Iteration 40F (101171.750000 sec): 3 clusters
  Score: Raw -1310251.360711 + Penalty 3022.380556 = -1307228.980155
  nChanged 2
		SP:Iteration 41Q (101171.990000 sec): 3 clusters
  Score: Raw -1310251.679345 + Penalty 3022.380556 = -1307229.298790
  nChanged 1
		SP:Iteration 42Q (101172.280000 sec): 3 clusters
  Score: Raw -1310251.943234 + Penalty 3022.380556 = -1307229.562678
  nChanged 0
		SP:Iteration 43F (101172.420000 sec): 3 clusters
  Score: Raw -1310251.943234 + Penalty 3022.380556 = -1307229.562678
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101172.550000 sec): 2 clusters
  Score: Raw -932335.412879 + Penalty 1440.291585 = -930895.121294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101172.780000 sec): 3 clusters
  Score: Raw -928460.974928 + Penalty 2880.583171 = -925580.391757
  nChanged 2899
		SP:Iteration 1F (101173.020000 sec): 3 clusters
  Score: Raw -929998.929314 + Penalty 2880.583171 = -927118.346143
  nChanged 410
		SP:Iteration 2F (101173.190000 sec): 3 clusters
  Score: Raw -930174.944144 + Penalty 2880.583171 = -927294.360973
  nChanged 328
		SP:Iteration 3Q (101173.380000 sec): 3 clusters
  Score: Raw -930297.808473 + Penalty 2880.583171 = -927417.225302
  nChanged 253
		SP:Iteration 4Q (101173.580000 sec): 3 clusters
  Score: Raw -930389.959373 + Penalty 2880.583171 = -927509.376202
  nChanged 207
		SP:Iteration 5Q (101173.840000 sec): 3 clusters
  Score: Raw -930465.112732 + Penalty 2880.583171 = -927584.529561
  nChanged 177
		SP:Iteration 6Q (101174.060000 sec): 3 clusters
  Score: Raw -930523.102119 + Penalty 2880.583171 = -927642.518948
  nChanged 162
		SP:Iteration 7Q (101174.250000 sec): 3 clusters
  Score: Raw -930586.657981 + Penalty 2880.583171 = -927706.074811
  nChanged 175
		SP:Iteration 8Q (101174.510000 sec): 3 clusters
  Score: Raw -930653.231816 + Penalty 2880.583171 = -927772.648645
  nChanged 179
		SP:Iteration 9Q (101174.780000 sec): 3 clusters
  Score: Raw -930725.346746 + Penalty 2880.583171 = -927844.763575
  nChanged 188
		SP:Iteration 10Q (101175.000000 sec): 3 clusters
  Score: Raw -930815.134196 + Penalty 2880.583171 = -927934.551025
  nChanged 215
		SP:Iteration 11Q (101175.260000 sec): 3 clusters
  Score: Raw -930932.882985 + Penalty 2880.583171 = -928052.299815
  nChanged 274
		SP:Iteration 12Q (101175.470000 sec): 3 clusters
  Score: Raw -931098.194675 + Penalty 2880.583171 = -928217.611504
  nChanged 295
		SP:Iteration 13Q (101175.670000 sec): 3 clusters
  Score: Raw -931300.564514 + Penalty 2880.583171 = -928419.981344
  nChanged 310
		SP:Iteration 14Q (101175.860000 sec): 3 clusters
  Score: Raw -931526.009578 + Penalty 2880.583171 = -928645.426407
  nChanged 295
		SP:Iteration 15Q (101176.090000 sec): 3 clusters
  Score: Raw -931754.594277 + Penalty 2880.583171 = -928874.011106
  nChanged 231
		SP:Iteration 16Q (101176.280000 sec): 3 clusters
  Score: Raw -931947.029657 + Penalty 2880.583171 = -929066.446486
  nChanged 182
		SP:Iteration 17Q (101176.540000 sec): 3 clusters
  Score: Raw -932113.184428 + Penalty 2880.583171 = -929232.601257
  nChanged 133
		SP:Iteration 18Q (101176.790000 sec): 3 clusters
  Score: Raw -932239.392148 + Penalty 2880.583171 = -929358.808978
  nChanged 90
		SP:Iteration 19Q (101177.040000 sec): 3 clusters
  Score: Raw -932332.014530 + Penalty 2880.583171 = -929451.431359
  nChanged 58
		SP:Iteration 20F (101177.260000 sec): 3 clusters
  Score: Raw -932392.256755 + Penalty 2880.583171 = -929511.673584
  nChanged 33
		SP:Iteration 21Q (101177.490000 sec): 3 clusters
  Score: Raw -932429.745558 + Penalty 2880.583171 = -929549.162387
  nChanged 25
		SP:Iteration 22Q (101177.750000 sec): 3 clusters
  Score: Raw -932460.526536 + Penalty 2880.583171 = -929579.943365
  nChanged 14
		SP:Iteration 23Q (101177.950000 sec): 3 clusters
  Score: Raw -932478.595476 + Penalty 2880.583171 = -929598.012305
  nChanged 9
		SP:Iteration 24Q (101178.210000 sec): 3 clusters
  Score: Raw -932492.441659 + Penalty 2880.583171 = -929611.858489
  nChanged 6
		SP:Iteration 25Q (101178.410000 sec): 3 clusters
  Score: Raw -932502.543121 + Penalty 2880.583171 = -929621.959950
  nChanged 4
		SP:Iteration 26Q (101178.630000 sec): 3 clusters
  Score: Raw -932508.011534 + Penalty 2880.583171 = -929627.428363
  nChanged 5
		SP:Iteration 27Q (101178.820000 sec): 3 clusters
  Score: Raw -932514.129748 + Penalty 2880.583171 = -929633.546577
  nChanged 3
		SP:Iteration 28Q (101179.050000 sec): 3 clusters
  Score: Raw -932517.492949 + Penalty 2880.583171 = -929636.909778
  nChanged 1
		SP:Iteration 29Q (101179.270000 sec): 3 clusters
  Score: Raw -932518.401049 + Penalty 2880.583171 = -929637.817878
  nChanged 2
		SP:Iteration 30Q (101179.420000 sec): 3 clusters
  Score: Raw -932520.751870 + Penalty 2880.583171 = -929640.168699
  nChanged 4
		SP:Iteration 31Q (101179.650000 sec): 3 clusters
  Score: Raw -932525.770952 + Penalty 2880.583171 = -929645.187781
  nChanged 2
		SP:Iteration 32Q (101179.880000 sec): 3 clusters
  Score: Raw -932527.717812 + Penalty 2880.583171 = -929647.134641
  nChanged 1
		SP:Iteration 33Q (101180.110000 sec): 3 clusters
  Score: Raw -932528.251732 + Penalty 2880.583171 = -929647.668561
  nChanged 1
		SP:Iteration 34Q (101180.310000 sec): 3 clusters
  Score: Raw -932529.553000 + Penalty 2880.583171 = -929648.969829
  nChanged 2
		SP:Iteration 35Q (101180.520000 sec): 3 clusters
  Score: Raw -932532.252219 + Penalty 2880.583171 = -929651.669048
  nChanged 2
		SP:Iteration 36Q (101180.710000 sec): 3 clusters
  Score: Raw -932533.755440 + Penalty 2880.583171 = -929653.172269
  nChanged 1
		SP:Iteration 37Q (101180.920000 sec): 3 clusters
  Score: Raw -932535.089820 + Penalty 2880.583171 = -929654.506649
  nChanged 1
		SP:Iteration 38Q (101181.110000 sec): 3 clusters
  Score: Raw -932536.555225 + Penalty 2880.583171 = -929655.972054
  nChanged 0
		SP:Iteration 39F (101181.300000 sec): 3 clusters
  Score: Raw -932536.555225 + Penalty 2880.583171 = -929655.972054
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101181.430000 sec): 2 clusters
  Score: Raw -1073033.455672 + Penalty 1478.363169 = -1071555.092503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101181.650000 sec): 3 clusters
  Score: Raw -1068043.297059 + Penalty 2956.726338 = -1065086.570721
  nChanged 3844
		SP:Iteration 1F (101181.870000 sec): 3 clusters
  Score: Raw -1070247.232771 + Penalty 2956.726338 = -1067290.506433
  nChanged 747
		SP:Iteration 2F (101182.100000 sec): 3 clusters
  Score: Raw -1070798.994736 + Penalty 2956.726338 = -1067842.268398
  nChanged 715
		SP:Iteration 3F (101182.340000 sec): 3 clusters
  Score: Raw -1071383.767738 + Penalty 2956.726338 = -1068427.041400
  nChanged 678
		SP:Iteration 4F (101182.570000 sec): 3 clusters
  Score: Raw -1071957.155021 + Penalty 2956.726338 = -1069000.428683
  nChanged 588
		SP:Iteration 5F (101182.720000 sec): 3 clusters
  Score: Raw -1072441.880085 + Penalty 2956.726338 = -1069485.153746
  nChanged 454
		SP:Iteration 6F (101182.970000 sec): 3 clusters
  Score: Raw -1072806.584656 + Penalty 2956.726338 = -1069849.858318
  nChanged 341
		SP:Iteration 7Q (101183.200000 sec): 3 clusters
  Score: Raw -1073057.968859 + Penalty 2956.726338 = -1070101.242521
  nChanged 224
		SP:Iteration 8Q (101183.390000 sec): 3 clusters
  Score: Raw -1073215.305769 + Penalty 2956.726338 = -1070258.579430
  nChanged 140
		SP:Iteration 9Q (101183.590000 sec): 3 clusters
  Score: Raw -1073298.285032 + Penalty 2956.726338 = -1070341.558694
  nChanged 113
		SP:Iteration 10Q (101183.770000 sec): 3 clusters
  Score: Raw -1073353.041979 + Penalty 2956.726338 = -1070396.315641
  nChanged 90
		SP:Iteration 11Q (101184.000000 sec): 3 clusters
  Score: Raw -1073394.785067 + Penalty 2956.726338 = -1070438.058729
  nChanged 58
		SP:Iteration 12Q (101184.210000 sec): 3 clusters
  Score: Raw -1073422.848954 + Penalty 2956.726338 = -1070466.122616
  nChanged 46
		SP:Iteration 13Q (101184.410000 sec): 3 clusters
  Score: Raw -1073442.411237 + Penalty 2956.726338 = -1070485.684899
  nChanged 40
		SP:Iteration 14Q (101184.630000 sec): 3 clusters
  Score: Raw -1073459.974354 + Penalty 2956.726338 = -1070503.248016
  nChanged 34
		SP:Iteration 15Q (101184.810000 sec): 3 clusters
  Score: Raw -1073473.399609 + Penalty 2956.726338 = -1070516.673270
  nChanged 24
		SP:Iteration 16Q (101185.040000 sec): 3 clusters
  Score: Raw -1073482.392666 + Penalty 2956.726338 = -1070525.666328
  nChanged 25
		SP:Iteration 17Q (101185.290000 sec): 3 clusters
  Score: Raw -1073490.051306 + Penalty 2956.726338 = -1070533.324968
  nChanged 17
		SP:Iteration 18Q (101185.510000 sec): 3 clusters
  Score: Raw -1073495.863685 + Penalty 2956.726338 = -1070539.137347
  nChanged 12
		SP:Iteration 19Q (101185.750000 sec): 3 clusters
  Score: Raw -1073499.272689 + Penalty 2956.726338 = -1070542.546351
  nChanged 6
		SP:Iteration 20F (101185.970000 sec): 3 clusters
  Score: Raw -1073500.982030 + Penalty 2956.726338 = -1070544.255692
  nChanged 6
		SP:Iteration 21Q (101186.230000 sec): 3 clusters
  Score: Raw -1073502.438069 + Penalty 2956.726338 = -1070545.711730
  nChanged 5
		SP:Iteration 22Q (101186.470000 sec): 3 clusters
  Score: Raw -1073503.594487 + Penalty 2956.726338 = -1070546.868149
  nChanged 4
		SP:Iteration 23Q (101186.640000 sec): 3 clusters
  Score: Raw -1073504.118832 + Penalty 2956.726338 = -1070547.392494
  nChanged 4
		SP:Iteration 24Q (101186.850000 sec): 3 clusters
  Score: Raw -1073505.148842 + Penalty 2956.726338 = -1070548.422503
  nChanged 5
		SP:Iteration 25Q (101187.080000 sec): 3 clusters
  Score: Raw -1073506.727764 + Penalty 2956.726338 = -1070550.001426
  nChanged 6
		SP:Iteration 26Q (101187.290000 sec): 3 clusters
  Score: Raw -1073507.692863 + Penalty 2956.726338 = -1070550.966524
  nChanged 2
		SP:Iteration 27Q (101187.480000 sec): 3 clusters
  Score: Raw -1073508.570984 + Penalty 2956.726338 = -1070551.844646
  nChanged 4
		SP:Iteration 28Q (101187.690000 sec): 3 clusters
  Score: Raw -1073509.824357 + Penalty 2956.726338 = -1070553.098019
  nChanged 6
		SP:Iteration 29Q (101187.930000 sec): 3 clusters
  Score: Raw -1073511.263753 + Penalty 2956.726338 = -1070554.537415
  nChanged 5
		SP:Iteration 30Q (101188.130000 sec): 3 clusters
  Score: Raw -1073512.916248 + Penalty 2956.726338 = -1070556.189910
  nChanged 3
		SP:Iteration 31Q (101188.290000 sec): 3 clusters
  Score: Raw -1073513.840338 + Penalty 2956.726338 = -1070557.114000
  nChanged 6
		SP:Iteration 32Q (101188.500000 sec): 3 clusters
  Score: Raw -1073515.569755 + Penalty 2956.726338 = -1070558.843417
  nChanged 6
		SP:Iteration 33Q (101188.720000 sec): 3 clusters
  Score: Raw -1073517.878809 + Penalty 2956.726338 = -1070561.152471
  nChanged 7
		SP:Iteration 34Q (101188.930000 sec): 3 clusters
  Score: Raw -1073519.692336 + Penalty 2956.726338 = -1070562.965997
  nChanged 6
		SP:Iteration 35Q (101189.120000 sec): 3 clusters
  Score: Raw -1073521.419423 + Penalty 2956.726338 = -1070564.693085
  nChanged 4
		SP:Iteration 36Q (101189.320000 sec): 3 clusters
  Score: Raw -1073523.147840 + Penalty 2956.726338 = -1070566.421501
  nChanged 9
		SP:Iteration 37Q (101189.540000 sec): 3 clusters
  Score: Raw -1073525.716982 + Penalty 2956.726338 = -1070568.990644
  nChanged 4
		SP:Iteration 38Q (101189.740000 sec): 3 clusters
  Score: Raw -1073526.537179 + Penalty 2956.726338 = -1070569.810841
  nChanged 5
		SP:Iteration 39Q (101189.950000 sec): 3 clusters
  Score: Raw -1073527.430021 + Penalty 2956.726338 = -1070570.703683
  nChanged 5
		SP:Iteration 40F (101190.200000 sec): 3 clusters
  Score: Raw -1073528.578221 + Penalty 2956.726338 = -1070571.851883
  nChanged 5
		SP:Iteration 41Q (101190.460000 sec): 3 clusters
  Score: Raw -1073530.508084 + Penalty 2956.726338 = -1070573.781746
  nChanged 6
		SP:Iteration 42Q (101190.690000 sec): 3 clusters
  Score: Raw -1073531.213970 + Penalty 2956.726338 = -1070574.487632
  nChanged 1
		SP:Iteration 43Q (101190.890000 sec): 3 clusters
  Score: Raw -1073531.328065 + Penalty 2956.726338 = -1070574.601727
  nChanged 3
		SP:Iteration 44Q (101191.100000 sec): 3 clusters
  Score: Raw -1073532.014117 + Penalty 2956.726338 = -1070575.287779
  nChanged 3
		SP:Iteration 45Q (101191.340000 sec): 3 clusters
  Score: Raw -1073532.397083 + Penalty 2956.726338 = -1070575.670745
  nChanged 3
		SP:Iteration 46Q (101191.570000 sec): 3 clusters
  Score: Raw -1073532.736936 + Penalty 2956.726338 = -1070576.010598
  nChanged 1
		SP:Iteration 47Q (101191.760000 sec): 3 clusters
  Score: Raw -1073532.844791 + Penalty 2956.726338 = -1070576.118453
  nChanged 1
		SP:Iteration 48Q (101192.010000 sec): 3 clusters
  Score: Raw -1073533.151879 + Penalty 2956.726338 = -1070576.425541
  nChanged 3
		SP:Iteration 49Q (101192.250000 sec): 3 clusters
  Score: Raw -1073533.815183 + Penalty 2956.726338 = -1070577.088845
  nChanged 2
		SP:Iteration 50Q (101192.510000 sec): 3 clusters
  Score: Raw -1073534.297132 + Penalty 2956.726338 = -1070577.570794
  nChanged 0
		SP:Iteration 51F (101192.770000 sec): 3 clusters
  Score: Raw -1073534.297132 + Penalty 2956.726338 = -1070577.570794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101192.890000 sec): 2 clusters
  Score: Raw -241426.997290 + Penalty 1249.894234 = -240177.103056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101193.110000 sec): 3 clusters
  Score: Raw -240428.394774 + Penalty 2499.788467 = -237928.606307
  nChanged 819
		SP:Iteration 1F (101193.290000 sec): 3 clusters
  Score: Raw -241005.580724 + Penalty 2499.788467 = -238505.792256
  nChanged 209
		SP:Iteration 2F (101193.440000 sec): 3 clusters
  Score: Raw -241233.558261 + Penalty 2499.788467 = -238733.769794
  nChanged 173
		SP:Iteration 3F (101193.590000 sec): 3 clusters
  Score: Raw -241434.182010 + Penalty 2499.788467 = -238934.393542
  nChanged 133
		SP:Iteration 4F (101193.780000 sec): 3 clusters
  Score: Raw -241595.279155 + Penalty 2499.788467 = -239095.490688
  nChanged 114
		SP:Iteration 5F (101193.970000 sec): 3 clusters
  Score: Raw -241712.624227 + Penalty 2499.788467 = -239212.835760
  nChanged 95
		SP:Iteration 6Q (101194.150000 sec): 3 clusters
  Score: Raw -241800.493904 + Penalty 2499.788467 = -239300.705437
  nChanged 62
		SP:Iteration 7Q (101194.350000 sec): 3 clusters
  Score: Raw -241847.326469 + Penalty 2499.788467 = -239347.538002
  nChanged 42
		SP:Iteration 8Q (101194.500000 sec): 3 clusters
  Score: Raw -241872.645230 + Penalty 2499.788467 = -239372.856763
  nChanged 28
		SP:Iteration 9Q (101194.600000 sec): 3 clusters
  Score: Raw -241888.200697 + Penalty 2499.788467 = -239388.412230
  nChanged 25
		SP:Iteration 10Q (101194.750000 sec): 3 clusters
  Score: Raw -241903.357946 + Penalty 2499.788467 = -239403.569479
  nChanged 19
		SP:Iteration 11Q (101194.900000 sec): 3 clusters
  Score: Raw -241915.666178 + Penalty 2499.788467 = -239415.877711
  nChanged 23
		SP:Iteration 12Q (101195.000000 sec): 3 clusters
  Score: Raw -241928.951695 + Penalty 2499.788467 = -239429.163227
  nChanged 12
		SP:Iteration 13Q (101195.140000 sec): 3 clusters
  Score: Raw -241933.601601 + Penalty 2499.788467 = -239433.813134
  nChanged 10
		SP:Iteration 14Q (101195.290000 sec): 3 clusters
  Score: Raw -241940.240854 + Penalty 2499.788467 = -239440.452386
  nChanged 7
		SP:Iteration 15Q (101195.430000 sec): 3 clusters
  Score: Raw -241946.368465 + Penalty 2499.788467 = -239446.579998
  nChanged 13
		SP:Iteration 16Q (101195.530000 sec): 3 clusters
  Score: Raw -241953.581133 + Penalty 2499.788467 = -239453.792666
  nChanged 6
		SP:Iteration 17Q (101195.710000 sec): 3 clusters
  Score: Raw -241956.066665 + Penalty 2499.788467 = -239456.278198
  nChanged 4
		SP:Iteration 18Q (101195.890000 sec): 3 clusters
  Score: Raw -241958.077730 + Penalty 2499.788467 = -239458.289263
  nChanged 5
		SP:Iteration 19Q (101196.070000 sec): 3 clusters
  Score: Raw -241959.910722 + Penalty 2499.788467 = -239460.122254
  nChanged 4
		SP:Iteration 20F (101196.190000 sec): 3 clusters
  Score: Raw -241961.368985 + Penalty 2499.788467 = -239461.580518
  nChanged 2
		SP:Iteration 21Q (101196.330000 sec): 3 clusters
  Score: Raw -241961.676027 + Penalty 2499.788467 = -239461.887560
  nChanged 3
		SP:Iteration 22Q (101196.520000 sec): 3 clusters
  Score: Raw -241963.154469 + Penalty 2499.788467 = -239463.366002
  nChanged 5
		SP:Iteration 23Q (101196.720000 sec): 3 clusters
  Score: Raw -241965.379528 + Penalty 2499.788467 = -239465.591061
  nChanged 3
		SP:Iteration 24Q (101196.930000 sec): 3 clusters
  Score: Raw -241966.827005 + Penalty 2499.788467 = -239467.038537
  nChanged 5
		SP:Iteration 25Q (101197.170000 sec): 3 clusters
  Score: Raw -241969.691088 + Penalty 2499.788467 = -239469.902621
  nChanged 6
		SP:Iteration 26Q (101197.330000 sec): 3 clusters
  Score: Raw -241972.276183 + Penalty 2499.788467 = -239472.487715
  nChanged 5
		SP:Iteration 27Q (101197.510000 sec): 3 clusters
  Score: Raw -241975.907923 + Penalty 2499.788467 = -239476.119455
  nChanged 7
		SP:Iteration 28Q (101197.700000 sec): 3 clusters
  Score: Raw -241979.575259 + Penalty 2499.788467 = -239479.786791
  nChanged 5
		SP:Iteration 29Q (101197.830000 sec): 3 clusters
  Score: Raw -241981.190673 + Penalty 2499.788467 = -239481.402206
  nChanged 2
		SP:Iteration 30Q (101197.960000 sec): 3 clusters
  Score: Raw -241981.910246 + Penalty 2499.788467 = -239482.121778
  nChanged 0
		SP:Iteration 31F (101198.100000 sec): 3 clusters
  Score: Raw -241981.910246 + Penalty 2499.788467 = -239482.121778
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101198.190000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101198.370000 sec): 3 clusters
  Score: Raw -71939.709244 + Penalty 2084.906512 = -69854.802732
  nChanged 145
		SP:Iteration 1F (101198.540000 sec): 3 clusters
  Score: Raw -72221.189383 + Penalty 2084.906512 = -70136.282871
  nChanged 62
		SP:Iteration 2F (101198.650000 sec): 3 clusters
  Score: Raw -72447.483991 + Penalty 2084.906512 = -70362.577479
  nChanged 40
		SP:Iteration 3F (101198.870000 sec): 3 clusters
  Score: Raw -72618.199369 + Penalty 2084.906512 = -70533.292857
  nChanged 52
		SP:Iteration 4F (101199.080000 sec): 3 clusters
  Score: Raw -72725.548035 + Penalty 2084.906512 = -70640.641524
  nChanged 24
		SP:Iteration 5Q (101199.280000 sec): 3 clusters
  Score: Raw -72768.249148 + Penalty 2084.906512 = -70683.342636
  nChanged 9
		SP:Iteration 6Q (101199.460000 sec): 3 clusters
  Score: Raw -72786.825645 + Penalty 2084.906512 = -70701.919133
  nChanged 10
		SP:Iteration 7Q (101199.600000 sec): 3 clusters
  Score: Raw -72808.651542 + Penalty 2084.906512 = -70723.745030
  nChanged 7
		SP:Iteration 8Q (101199.740000 sec): 3 clusters
  Score: Raw -72821.537933 + Penalty 2084.906512 = -70736.631421
  nChanged 4
		SP:Iteration 9Q (101199.870000 sec): 3 clusters
  Score: Raw -72835.632432 + Penalty 2084.906512 = -70750.725920
  nChanged 5
		SP:Iteration 10Q (101200.040000 sec): 3 clusters
  Score: Raw -72858.452237 + Penalty 2084.906512 = -70773.545726
  nChanged 3
		SP:Iteration 11Q (101200.210000 sec): 3 clusters
  Score: Raw -72874.287736 + Penalty 2084.906512 = -70789.381224
  nChanged 3
		SP:Iteration 12Q (101200.410000 sec): 3 clusters
  Score: Raw -72877.419701 + Penalty 2084.906512 = -70792.513189
  nChanged 2
		SP:Iteration 13Q (101200.580000 sec): 3 clusters
  Score: Raw -72884.855367 + Penalty 2084.906512 = -70799.948855
  nChanged 5
		SP:Iteration 14Q (101200.790000 sec): 3 clusters
  Score: Raw -72898.889521 + Penalty 2084.906512 = -70813.983009
  nChanged 1
		SP:Iteration 15Q (101200.980000 sec): 3 clusters
  Score: Raw -72899.976290 + Penalty 2084.906512 = -70815.069778
  nChanged 2
		SP:Iteration 16Q (101201.130000 sec): 3 clusters
  Score: Raw -72902.018772 + Penalty 2084.906512 = -70817.112261
  nChanged 2
		SP:Iteration 17Q (101201.310000 sec): 3 clusters
  Score: Raw -72907.248385 + Penalty 2084.906512 = -70822.341874
  nChanged 3
		SP:Iteration 18Q (101201.460000 sec): 3 clusters
  Score: Raw -72912.936576 + Penalty 2084.906512 = -70828.030064
  nChanged 1
		SP:Iteration 19Q (101201.630000 sec): 3 clusters
  Score: Raw -72914.615792 + Penalty 2084.906512 = -70829.709280
  nChanged 1
		SP:Iteration 20F (101201.810000 sec): 3 clusters
  Score: Raw -72916.021658 + Penalty 2084.906512 = -70831.115146
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101201.990000 sec): 2 clusters
  Score: Raw -840378.809169 + Penalty 1443.906635 = -838934.902534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101202.150000 sec): 3 clusters
  Score: Raw -836471.287219 + Penalty 2887.813270 = -833583.473950
  nChanged 3017
		SP:Iteration 1F (101202.340000 sec): 3 clusters
  Score: Raw -838078.324038 + Penalty 2887.813270 = -835190.510768
  nChanged 442
		SP:Iteration 2F (101202.500000 sec): 3 clusters
  Score: Raw -838278.789205 + Penalty 2887.813270 = -835390.975935
  nChanged 337
		SP:Iteration 3Q (101202.730000 sec): 3 clusters
  Score: Raw -838421.218220 + Penalty 2887.813270 = -835533.404951
  nChanged 253
		SP:Iteration 4Q (101202.900000 sec): 3 clusters
  Score: Raw -838525.899394 + Penalty 2887.813270 = -835638.086125
  nChanged 240
		SP:Iteration 5Q (101203.090000 sec): 3 clusters
  Score: Raw -838615.817317 + Penalty 2887.813270 = -835728.004048
  nChanged 207
		SP:Iteration 6Q (101203.320000 sec): 3 clusters
  Score: Raw -838696.073310 + Penalty 2887.813270 = -835808.260041
  nChanged 199
		SP:Iteration 7Q (101203.500000 sec): 3 clusters
  Score: Raw -838776.235362 + Penalty 2887.813270 = -835888.422093
  nChanged 205
		SP:Iteration 8Q (101203.690000 sec): 3 clusters
  Score: Raw -838865.336813 + Penalty 2887.813270 = -835977.523543
  nChanged 189
		SP:Iteration 9Q (101203.920000 sec): 3 clusters
  Score: Raw -838941.473869 + Penalty 2887.813270 = -836053.660599
  nChanged 189
		SP:Iteration 10Q (101204.150000 sec): 3 clusters
  Score: Raw -839014.851220 + Penalty 2887.813270 = -836127.037950
  nChanged 198
		SP:Iteration 11Q (101204.340000 sec): 3 clusters
  Score: Raw -839100.771568 + Penalty 2887.813270 = -836212.958298
  nChanged 234
		SP:Iteration 12Q (101204.510000 sec): 3 clusters
  Score: Raw -839219.885401 + Penalty 2887.813270 = -836332.072131
  nChanged 225
		SP:Iteration 13Q (101204.750000 sec): 3 clusters
  Score: Raw -839374.190633 + Penalty 2887.813270 = -836486.377364
  nChanged 237
		SP:Iteration 14Q (101204.950000 sec): 3 clusters
  Score: Raw -839544.280043 + Penalty 2887.813270 = -836656.466773
  nChanged 237
		SP:Iteration 15Q (101205.170000 sec): 3 clusters
  Score: Raw -839710.723588 + Penalty 2887.813270 = -836822.910318
  nChanged 226
		SP:Iteration 16Q (101205.350000 sec): 3 clusters
  Score: Raw -839867.969772 + Penalty 2887.813270 = -836980.156502
  nChanged 212
		SP:Iteration 17Q (101205.610000 sec): 3 clusters
  Score: Raw -840006.995870 + Penalty 2887.813270 = -837119.182601
  nChanged 161
		SP:Iteration 18Q (101205.840000 sec): 3 clusters
  Score: Raw -840109.671152 + Penalty 2887.813270 = -837221.857883
  nChanged 138
		SP:Iteration 19Q (101206.060000 sec): 3 clusters
  Score: Raw -840179.526695 + Penalty 2887.813270 = -837291.713426
  nChanged 107
		SP:Iteration 20F (101206.290000 sec): 3 clusters
  Score: Raw -840228.200024 + Penalty 2887.813270 = -837340.386755
  nChanged 84
		SP:Iteration 21Q (101206.520000 sec): 3 clusters
  Score: Raw -840265.187723 + Penalty 2887.813270 = -837377.374454
  nChanged 81
		SP:Iteration 22Q (101206.730000 sec): 3 clusters
  Score: Raw -840302.775973 + Penalty 2887.813270 = -837414.962703
  nChanged 74
		SP:Iteration 23Q (101206.920000 sec): 3 clusters
  Score: Raw -840337.084001 + Penalty 2887.813270 = -837449.270731
  nChanged 60
		SP:Iteration 24Q (101207.090000 sec): 3 clusters
  Score: Raw -840366.498285 + Penalty 2887.813270 = -837478.685016
  nChanged 55
		SP:Iteration 25Q (101207.310000 sec): 3 clusters
  Score: Raw -840388.092273 + Penalty 2887.813270 = -837500.279004
  nChanged 50
		SP:Iteration 26Q (101207.510000 sec): 3 clusters
  Score: Raw -840405.870839 + Penalty 2887.813270 = -837518.057570
  nChanged 45
		SP:Iteration 27Q (101207.700000 sec): 3 clusters
  Score: Raw -840423.752922 + Penalty 2887.813270 = -837535.939652
  nChanged 32
		SP:Iteration 28Q (101207.890000 sec): 3 clusters
  Score: Raw -840435.822821 + Penalty 2887.813270 = -837548.009551
  nChanged 20
		SP:Iteration 29Q (101208.110000 sec): 3 clusters
  Score: Raw -840444.668830 + Penalty 2887.813270 = -837556.855560
  nChanged 20
		SP:Iteration 30Q (101208.350000 sec): 3 clusters
  Score: Raw -840451.864496 + Penalty 2887.813270 = -837564.051226
  nChanged 21
		SP:Iteration 31Q (101208.510000 sec): 3 clusters
  Score: Raw -840458.306832 + Penalty 2887.813270 = -837570.493563
  nChanged 20
		SP:Iteration 32Q (101208.720000 sec): 3 clusters
  Score: Raw -840466.978257 + Penalty 2887.813270 = -837579.164988
  nChanged 24
		SP:Iteration 33Q (101208.930000 sec): 3 clusters
  Score: Raw -840478.409259 + Penalty 2887.813270 = -837590.595990
  nChanged 29
		SP:Iteration 34Q (101209.120000 sec): 3 clusters
  Score: Raw -840490.497780 + Penalty 2887.813270 = -837602.684510
  nChanged 31
		SP:Iteration 35Q (101209.340000 sec): 3 clusters
  Score: Raw -840503.290806 + Penalty 2887.813270 = -837615.477536
  nChanged 31
		SP:Iteration 36Q (101209.540000 sec): 3 clusters
  Score: Raw -840521.612393 + Penalty 2887.813270 = -837633.799123
  nChanged 32
		SP:Iteration 37Q (101209.760000 sec): 3 clusters
  Score: Raw -840541.151343 + Penalty 2887.813270 = -837653.338073
  nChanged 45
		SP:Iteration 38Q (101209.980000 sec): 3 clusters
  Score: Raw -840566.208108 + Penalty 2887.813270 = -837678.394838
  nChanged 41
		SP:Iteration 39Q (101210.190000 sec): 3 clusters
  Score: Raw -840597.376108 + Penalty 2887.813270 = -837709.562838
  nChanged 43
		SP:Iteration 40F (101210.440000 sec): 3 clusters
  Score: Raw -840623.373062 + Penalty 2887.813270 = -837735.559793
  nChanged 24
		SP:Iteration 41Q (101210.640000 sec): 3 clusters
  Score: Raw -840634.729859 + Penalty 2887.813270 = -837746.916589
  nChanged 21
		SP:Iteration 42Q (101210.790000 sec): 3 clusters
  Score: Raw -840641.789375 + Penalty 2887.813270 = -837753.976105
  nChanged 21
		SP:Iteration 43Q (101210.970000 sec): 3 clusters
  Score: Raw -840648.557962 + Penalty 2887.813270 = -837760.744693
  nChanged 23
		SP:Iteration 44Q (101211.170000 sec): 3 clusters
  Score: Raw -840654.961397 + Penalty 2887.813270 = -837767.148127
  nChanged 16
		SP:Iteration 45Q (101211.390000 sec): 3 clusters
  Score: Raw -840659.927358 + Penalty 2887.813270 = -837772.114088
  nChanged 12
		SP:Iteration 46Q (101211.560000 sec): 3 clusters
  Score: Raw -840664.130877 + Penalty 2887.813270 = -837776.317607
  nChanged 10
		SP:Iteration 47Q (101211.800000 sec): 3 clusters
  Score: Raw -840667.726707 + Penalty 2887.813270 = -837779.913438
  nChanged 10
		SP:Iteration 48Q (101212.000000 sec): 3 clusters
  Score: Raw -840671.108042 + Penalty 2887.813270 = -837783.294772
  nChanged 9
		SP:Iteration 49Q (101212.170000 sec): 3 clusters
  Score: Raw -840674.774353 + Penalty 2887.813270 = -837786.961083
  nChanged 6
		SP:Iteration 50Q (101212.420000 sec): 3 clusters
  Score: Raw -840676.317496 + Penalty 2887.813270 = -837788.504226
  nChanged 6
		SP:Iteration 51Q (101212.630000 sec): 3 clusters
  Score: Raw -840678.478523 + Penalty 2887.813270 = -837790.665253
  nChanged 5
		SP:Iteration 52Q (101212.830000 sec): 3 clusters
  Score: Raw -840679.852100 + Penalty 2887.813270 = -837792.038831
  nChanged 4
		SP:Iteration 53Q (101213.070000 sec): 3 clusters
  Score: Raw -840681.140196 + Penalty 2887.813270 = -837793.326926
  nChanged 4
		SP:Iteration 54Q (101213.270000 sec): 3 clusters
  Score: Raw -840682.167840 + Penalty 2887.813270 = -837794.354570
  nChanged 4
		SP:Iteration 55Q (101213.480000 sec): 3 clusters
  Score: Raw -840683.025322 + Penalty 2887.813270 = -837795.212052
  nChanged 3
		SP:Iteration 56Q (101213.690000 sec): 3 clusters
  Score: Raw -840683.475760 + Penalty 2887.813270 = -837795.662491
  nChanged 1
		SP:Iteration 57Q (101213.900000 sec): 3 clusters
  Score: Raw -840683.718134 + Penalty 2887.813270 = -837795.904864
  nChanged 2
		SP:Iteration 58Q (101214.050000 sec): 3 clusters
  Score: Raw -840683.895538 + Penalty 2887.813270 = -837796.082268
  nChanged 0
		SP:Iteration 59F (101214.220000 sec): 3 clusters
  Score: Raw -840683.895538 + Penalty 2887.813270 = -837796.082268
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101214.320000 sec): 2 clusters
  Score: Raw -706295.533085 + Penalty 1416.037171 = -704879.495914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101214.520000 sec): 3 clusters
  Score: Raw -703052.158995 + Penalty 2832.074342 = -700220.084652
  nChanged 2511
		SP:Iteration 1F (101214.700000 sec): 3 clusters
  Score: Raw -704489.575171 + Penalty 2832.074342 = -701657.500828
  nChanged 436
		SP:Iteration 2F (101214.860000 sec): 3 clusters
  Score: Raw -704731.746030 + Penalty 2832.074342 = -701899.671688
  nChanged 351
		SP:Iteration 3F (101215.030000 sec): 3 clusters
  Score: Raw -704919.217208 + Penalty 2832.074342 = -702087.142866
  nChanged 299
		SP:Iteration 4Q (101215.210000 sec): 3 clusters
  Score: Raw -705069.079767 + Penalty 2832.074342 = -702237.005425
  nChanged 257
		SP:Iteration 5Q (101215.410000 sec): 3 clusters
  Score: Raw -705220.886027 + Penalty 2832.074342 = -702388.811684
  nChanged 263
		SP:Iteration 6Q (101215.580000 sec): 3 clusters
  Score: Raw -705402.398240 + Penalty 2832.074342 = -702570.323897
  nChanged 275
		SP:Iteration 7Q (101215.810000 sec): 3 clusters
  Score: Raw -705581.164313 + Penalty 2832.074342 = -702749.089971
  nChanged 240
		SP:Iteration 8Q (101215.990000 sec): 3 clusters
  Score: Raw -705744.945591 + Penalty 2832.074342 = -702912.871249
  nChanged 218
		SP:Iteration 9Q (101216.210000 sec): 3 clusters
  Score: Raw -705888.817489 + Penalty 2832.074342 = -703056.743146
  nChanged 199
		SP:Iteration 10Q (101216.410000 sec): 3 clusters
  Score: Raw -706026.398165 + Penalty 2832.074342 = -703194.323822
  nChanged 175
		SP:Iteration 11Q (101216.600000 sec): 3 clusters
  Score: Raw -706139.231705 + Penalty 2832.074342 = -703307.157362
  nChanged 151
		SP:Iteration 12Q (101216.810000 sec): 3 clusters
  Score: Raw -706220.102661 + Penalty 2832.074342 = -703388.028319
  nChanged 126
		SP:Iteration 13Q (101217.010000 sec): 3 clusters
  Score: Raw -706281.068231 + Penalty 2832.074342 = -703448.993889
  nChanged 103
		SP:Iteration 14Q (101217.190000 sec): 3 clusters
  Score: Raw -706326.569887 + Penalty 2832.074342 = -703494.495544
  nChanged 97
		SP:Iteration 15Q (101217.420000 sec): 3 clusters
  Score: Raw -706366.571052 + Penalty 2832.074342 = -703534.496709
  nChanged 80
		SP:Iteration 16Q (101217.590000 sec): 3 clusters
  Score: Raw -706400.778563 + Penalty 2832.074342 = -703568.704221
  nChanged 69
		SP:Iteration 17Q (101217.770000 sec): 3 clusters
  Score: Raw -706433.110790 + Penalty 2832.074342 = -703601.036448
  nChanged 65
		SP:Iteration 18Q (101217.920000 sec): 3 clusters
  Score: Raw -706461.780348 + Penalty 2832.074342 = -703629.706006
  nChanged 64
		SP:Iteration 19Q (101218.080000 sec): 3 clusters
  Score: Raw -706488.271455 + Penalty 2832.074342 = -703656.197113
  nChanged 68
		SP:Iteration 20F (101218.250000 sec): 3 clusters
  Score: Raw -706525.911597 + Penalty 2832.074342 = -703693.837254
  nChanged 74
		SP:Iteration 21Q (101218.490000 sec): 3 clusters
  Score: Raw -706563.130308 + Penalty 2832.074342 = -703731.055966
  nChanged 65
		SP:Iteration 22Q (101218.640000 sec): 3 clusters
  Score: Raw -706586.554902 + Penalty 2832.074342 = -703754.480559
  nChanged 54
		SP:Iteration 23Q (101218.860000 sec): 3 clusters
  Score: Raw -706605.416603 + Penalty 2832.074342 = -703773.342261
  nChanged 49
		SP:Iteration 24Q (101219.100000 sec): 3 clusters
  Score: Raw -706623.330430 + Penalty 2832.074342 = -703791.256088
  nChanged 48
		SP:Iteration 25Q (101219.300000 sec): 3 clusters
  Score: Raw -706638.202830 + Penalty 2832.074342 = -703806.128488
  nChanged 33
		SP:Iteration 26Q (101219.490000 sec): 3 clusters
  Score: Raw -706650.366857 + Penalty 2832.074342 = -703818.292515
  nChanged 35
		SP:Iteration 27Q (101219.670000 sec): 3 clusters
  Score: Raw -706661.264084 + Penalty 2832.074342 = -703829.189742
  nChanged 32
		SP:Iteration 28Q (101219.830000 sec): 3 clusters
  Score: Raw -706669.676411 + Penalty 2832.074342 = -703837.602069
  nChanged 21
		SP:Iteration 29Q (101220.070000 sec): 3 clusters
  Score: Raw -706673.227966 + Penalty 2832.074342 = -703841.153624
  nChanged 10
		SP:Iteration 30Q (101220.200000 sec): 3 clusters
  Score: Raw -706674.751239 + Penalty 2832.074342 = -703842.676897
  nChanged 6
		SP:Iteration 31Q (101220.380000 sec): 3 clusters
  Score: Raw -706675.532736 + Penalty 2832.074342 = -703843.458393
  nChanged 3
		SP:Iteration 32Q (101220.580000 sec): 3 clusters
  Score: Raw -706675.755445 + Penalty 2832.074342 = -703843.681102
  nChanged 2
		SP:Iteration 33Q (101220.770000 sec): 3 clusters
  Score: Raw -706676.091972 + Penalty 2832.074342 = -703844.017630
  nChanged 2
		SP:Iteration 34Q (101220.940000 sec): 3 clusters
  Score: Raw -706676.221553 + Penalty 2832.074342 = -703844.147210
  nChanged 0
		SP:Iteration 35F (101221.160000 sec): 3 clusters
  Score: Raw -706676.221553 + Penalty 2832.074342 = -703844.147210
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101221.320000 sec): 2 clusters
  Score: Raw -1843906.157162 + Penalty 1575.154787 = -1842331.002375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101221.640000 sec): 3 clusters
  Score: Raw -1834314.295986 + Penalty 3150.309574 = -1831163.986412
  nChanged 7171
		SP:Iteration 1F (101221.840000 sec): 3 clusters
  Score: Raw -1838569.624807 + Penalty 3150.309574 = -1835419.315234
  nChanged 1270
		SP:Iteration 2F (101222.140000 sec): 3 clusters
  Score: Raw -1839481.881559 + Penalty 3150.309574 = -1836331.571986
  nChanged 1276
		SP:Iteration 3F (101222.370000 sec): 3 clusters
  Score: Raw -1840420.090238 + Penalty 3150.309574 = -1837269.780664
  nChanged 1163
		SP:Iteration 4F (101222.600000 sec): 3 clusters
  Score: Raw -1841263.442663 + Penalty 3150.309574 = -1838113.133089
  nChanged 975
		SP:Iteration 5F (101222.820000 sec): 3 clusters
  Score: Raw -1841886.234946 + Penalty 3150.309574 = -1838735.925373
  nChanged 795
		SP:Iteration 6Q (101223.090000 sec): 3 clusters
  Score: Raw -1842348.724265 + Penalty 3150.309574 = -1839198.414691
  nChanged 651
		SP:Iteration 7Q (101223.370000 sec): 3 clusters
  Score: Raw -1842724.311175 + Penalty 3150.309574 = -1839574.001602
  nChanged 567
		SP:Iteration 8Q (101223.620000 sec): 3 clusters
  Score: Raw -1843031.816464 + Penalty 3150.309574 = -1839881.506890
  nChanged 459
		SP:Iteration 9Q (101223.830000 sec): 3 clusters
  Score: Raw -1843277.753479 + Penalty 3150.309574 = -1840127.443905
  nChanged 394
		SP:Iteration 10Q (101224.100000 sec): 3 clusters
  Score: Raw -1843475.968137 + Penalty 3150.309574 = -1840325.658563
  nChanged 336
		SP:Iteration 11Q (101224.370000 sec): 3 clusters
  Score: Raw -1843649.752795 + Penalty 3150.309574 = -1840499.443222
  nChanged 259
		SP:Iteration 12Q (101224.590000 sec): 3 clusters
  Score: Raw -1843753.026522 + Penalty 3150.309574 = -1840602.716948
  nChanged 204
		SP:Iteration 13Q (101224.850000 sec): 3 clusters
  Score: Raw -1843821.611318 + Penalty 3150.309574 = -1840671.301744
  nChanged 164
		SP:Iteration 14Q (101225.130000 sec): 3 clusters
  Score: Raw -1843869.596176 + Penalty 3150.309574 = -1840719.286602
  nChanged 125
		SP:Iteration 15Q (101225.380000 sec): 3 clusters
  Score: Raw -1843905.647348 + Penalty 3150.309574 = -1840755.337774
  nChanged 130
		SP:Iteration 16Q (101225.650000 sec): 3 clusters
  Score: Raw -1843947.940753 + Penalty 3150.309574 = -1840797.631180
  nChanged 135
		SP:Iteration 17Q (101225.890000 sec): 3 clusters
  Score: Raw -1843996.070397 + Penalty 3150.309574 = -1840845.760824
  nChanged 148
		SP:Iteration 18Q (101226.130000 sec): 3 clusters
  Score: Raw -1844049.796336 + Penalty 3150.309574 = -1840899.486763
  nChanged 149
		SP:Iteration 19Q (101226.360000 sec): 3 clusters
  Score: Raw -1844103.506118 + Penalty 3150.309574 = -1840953.196545
  nChanged 155
		SP:Iteration 20F (101226.600000 sec): 3 clusters
  Score: Raw -1844161.216974 + Penalty 3150.309574 = -1841010.907401
  nChanged 154
		SP:Iteration 21Q (101226.880000 sec): 3 clusters
  Score: Raw -1844221.737126 + Penalty 3150.309574 = -1841071.427552
  nChanged 133
		SP:Iteration 22Q (101227.140000 sec): 3 clusters
  Score: Raw -1844276.514272 + Penalty 3150.309574 = -1841126.204699
  nChanged 122
		SP:Iteration 23Q (101227.370000 sec): 3 clusters
  Score: Raw -1844316.796104 + Penalty 3150.309574 = -1841166.486530
  nChanged 116
		SP:Iteration 24Q (101227.650000 sec): 3 clusters
  Score: Raw -1844358.938010 + Penalty 3150.309574 = -1841208.628437
  nChanged 108
		SP:Iteration 25Q (101227.910000 sec): 3 clusters
  Score: Raw -1844392.678888 + Penalty 3150.309574 = -1841242.369314
  nChanged 101
		SP:Iteration 26Q (101228.130000 sec): 3 clusters
  Score: Raw -1844431.965186 + Penalty 3150.309574 = -1841281.655612
  nChanged 112
		SP:Iteration 27Q (101228.400000 sec): 3 clusters
  Score: Raw -1844470.932515 + Penalty 3150.309574 = -1841320.622942
  nChanged 88
		SP:Iteration 28Q (101228.620000 sec): 3 clusters
  Score: Raw -1844504.190932 + Penalty 3150.309574 = -1841353.881359
  nChanged 93
		SP:Iteration 29Q (101228.890000 sec): 3 clusters
  Score: Raw -1844541.828455 + Penalty 3150.309574 = -1841391.518881
  nChanged 110
		SP:Iteration 30Q (101229.160000 sec): 3 clusters
  Score: Raw -1844583.216265 + Penalty 3150.309574 = -1841432.906692
  nChanged 100
		SP:Iteration 31Q (101229.430000 sec): 3 clusters
  Score: Raw -1844618.639013 + Penalty 3150.309574 = -1841468.329439
  nChanged 67
		SP:Iteration 32Q (101229.690000 sec): 3 clusters
  Score: Raw -1844641.365024 + Penalty 3150.309574 = -1841491.055450
  nChanged 62
		SP:Iteration 33Q (101229.950000 sec): 3 clusters
  Score: Raw -1844660.631649 + Penalty 3150.309574 = -1841510.322076
  nChanged 56
		SP:Iteration 34Q (101230.210000 sec): 3 clusters
  Score: Raw -1844676.149991 + Penalty 3150.309574 = -1841525.840418
  nChanged 43
		SP:Iteration 35Q (101230.470000 sec): 3 clusters
  Score: Raw -1844687.934873 + Penalty 3150.309574 = -1841537.625299
  nChanged 34
		SP:Iteration 36Q (101230.710000 sec): 3 clusters
  Score: Raw -1844697.366859 + Penalty 3150.309574 = -1841547.057286
  nChanged 23
		SP:Iteration 37Q (101231.000000 sec): 3 clusters
  Score: Raw -1844702.612821 + Penalty 3150.309574 = -1841552.303247
  nChanged 22
		SP:Iteration 38Q (101231.220000 sec): 3 clusters
  Score: Raw -1844707.709513 + Penalty 3150.309574 = -1841557.399939
  nChanged 22
		SP:Iteration 39Q (101231.490000 sec): 3 clusters
  Score: Raw -1844712.965618 + Penalty 3150.309574 = -1841562.656045
  nChanged 21
		SP:Iteration 40F (101231.680000 sec): 3 clusters
  Score: Raw -1844717.831199 + Penalty 3150.309574 = -1841567.521625
  nChanged 22
		SP:Iteration 41Q (101231.890000 sec): 3 clusters
  Score: Raw -1844723.268429 + Penalty 3150.309574 = -1841572.958855
  nChanged 23
		SP:Iteration 42Q (101232.110000 sec): 3 clusters
  Score: Raw -1844729.001539 + Penalty 3150.309574 = -1841578.691966
  nChanged 19
		SP:Iteration 43Q (101232.370000 sec): 3 clusters
  Score: Raw -1844732.283259 + Penalty 3150.309574 = -1841581.973686
  nChanged 9
		SP:Iteration 44Q (101232.580000 sec): 3 clusters
  Score: Raw -1844733.457860 + Penalty 3150.309574 = -1841583.148286
  nChanged 5
		SP:Iteration 45Q (101232.860000 sec): 3 clusters
  Score: Raw -1844734.256222 + Penalty 3150.309574 = -1841583.946648
  nChanged 5
		SP:Iteration 46Q (101233.130000 sec): 3 clusters
  Score: Raw -1844734.896957 + Penalty 3150.309574 = -1841584.587383
  nChanged 2
		SP:Iteration 47Q (101233.360000 sec): 3 clusters
  Score: Raw -1844735.286499 + Penalty 3150.309574 = -1841584.976925
  nChanged 2
		SP:Iteration 48Q (101233.600000 sec): 3 clusters
  Score: Raw -1844735.592631 + Penalty 3150.309574 = -1841585.283058
  nChanged 2
		SP:Iteration 49Q (101233.870000 sec): 3 clusters
  Score: Raw -1844735.837365 + Penalty 3150.309574 = -1841585.527792
  nChanged 1
		SP:Iteration 50Q (101234.150000 sec): 3 clusters
  Score: Raw -1844735.965420 + Penalty 3150.309574 = -1841585.655846
  nChanged 4
		SP:Iteration 51Q (101234.390000 sec): 3 clusters
  Score: Raw -1844736.430921 + Penalty 3150.309574 = -1841586.121347
  nChanged 3
		SP:Iteration 52Q (101234.610000 sec): 3 clusters
  Score: Raw -1844736.807454 + Penalty 3150.309574 = -1841586.497880
  nChanged 5
		SP:Iteration 53Q (101234.890000 sec): 3 clusters
  Score: Raw -1844737.500347 + Penalty 3150.309574 = -1841587.190773
  nChanged 4
		SP:Iteration 54Q (101235.130000 sec): 3 clusters
  Score: Raw -1844737.963060 + Penalty 3150.309574 = -1841587.653487
  nChanged 3
		SP:Iteration 55Q (101235.350000 sec): 3 clusters
  Score: Raw -1844738.689624 + Penalty 3150.309574 = -1841588.380051
  nChanged 4
		SP:Iteration 56Q (101235.570000 sec): 3 clusters
  Score: Raw -1844739.738936 + Penalty 3150.309574 = -1841589.429363
  nChanged 6
		SP:Iteration 57Q (101235.820000 sec): 3 clusters
  Score: Raw -1844740.406395 + Penalty 3150.309574 = -1841590.096821
  nChanged 3
		SP:Iteration 58Q (101236.030000 sec): 3 clusters
  Score: Raw -1844740.718767 + Penalty 3150.309574 = -1841590.409193
  nChanged 2
		SP:Iteration 59Q (101236.260000 sec): 3 clusters
  Score: Raw -1844740.984012 + Penalty 3150.309574 = -1841590.674439
  nChanged 0
		SP:Iteration 60F (101236.540000 sec): 3 clusters
  Score: Raw -1844740.984012 + Penalty 3150.309574 = -1841590.674439
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101236.680000 sec): 2 clusters
  Score: Raw -2356088.865595 + Penalty 1613.535244 = -2354475.330351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101236.970000 sec): 3 clusters
  Score: Raw -2343667.821826 + Penalty 3227.070488 = -2340440.751339
  nChanged 9253
		SP:Iteration 1F (101237.230000 sec): 3 clusters
  Score: Raw -2348760.463929 + Penalty 3227.070488 = -2345533.393441
  nChanged 1195
		SP:Iteration 2F (101237.580000 sec): 3 clusters
  Score: Raw -2349264.100659 + Penalty 3227.070488 = -2346037.030171
  nChanged 1096
		SP:Iteration 3F (101237.820000 sec): 3 clusters
  Score: Raw -2349794.199866 + Penalty 3227.070488 = -2346567.129379
  nChanged 1155
		SP:Iteration 4F (101238.100000 sec): 3 clusters
  Score: Raw -2350409.182046 + Penalty 3227.070488 = -2347182.111558
  nChanged 1128
		SP:Iteration 5F (101238.350000 sec): 3 clusters
  Score: Raw -2351055.668000 + Penalty 3227.070488 = -2347828.597513
  nChanged 1143
		SP:Iteration 6F (101238.690000 sec): 3 clusters
  Score: Raw -2351720.040758 + Penalty 3227.070488 = -2348492.970270
  nChanged 1048
		SP:Iteration 7F (101238.960000 sec): 3 clusters
  Score: Raw -2352362.533166 + Penalty 3227.070488 = -2349135.462679
  nChanged 1020
		SP:Iteration 8Q (101239.250000 sec): 3 clusters
  Score: Raw -2353027.176997 + Penalty 3227.070488 = -2349800.106510
  nChanged 908
		SP:Iteration 9Q (101239.520000 sec): 3 clusters
  Score: Raw -2353655.351636 + Penalty 3227.070488 = -2350428.281149
  nChanged 858
		SP:Iteration 10Q (101239.860000 sec): 3 clusters
  Score: Raw -2354242.876990 + Penalty 3227.070488 = -2351015.806503
  nChanged 702
		SP:Iteration 11Q (101240.160000 sec): 3 clusters
  Score: Raw -2354724.529271 + Penalty 3227.070488 = -2351497.458784
  nChanged 607
		SP:Iteration 12Q (101240.380000 sec): 3 clusters
  Score: Raw -2355147.512957 + Penalty 3227.070488 = -2351920.442469
  nChanged 532
		SP:Iteration 13Q (101240.680000 sec): 3 clusters
  Score: Raw -2355453.454071 + Penalty 3227.070488 = -2352226.383584
  nChanged 453
		SP:Iteration 14Q (101240.950000 sec): 3 clusters
  Score: Raw -2355719.121820 + Penalty 3227.070488 = -2352492.051333
  nChanged 405
		SP:Iteration 15Q (101241.270000 sec): 3 clusters
  Score: Raw -2355946.095638 + Penalty 3227.070488 = -2352719.025151
  nChanged 364
		SP:Iteration 16Q (101241.510000 sec): 3 clusters
  Score: Raw -2356127.042090 + Penalty 3227.070488 = -2352899.971602
  nChanged 339
		SP:Iteration 17Q (101241.790000 sec): 3 clusters
  Score: Raw -2356278.145528 + Penalty 3227.070488 = -2353051.075041
  nChanged 287
		SP:Iteration 18Q (101242.040000 sec): 3 clusters
  Score: Raw -2356389.592758 + Penalty 3227.070488 = -2353162.522271
  nChanged 227
		SP:Iteration 19Q (101242.280000 sec): 3 clusters
  Score: Raw -2356474.461720 + Penalty 3227.070488 = -2353247.391233
  nChanged 186
		SP:Iteration 20F (101242.540000 sec): 3 clusters
  Score: Raw -2356536.961892 + Penalty 3227.070488 = -2353309.891405
  nChanged 153
		SP:Iteration 21Q (101242.850000 sec): 3 clusters
  Score: Raw -2356576.170415 + Penalty 3227.070488 = -2353349.099927
  nChanged 140
		SP:Iteration 22Q (101243.130000 sec): 3 clusters
  Score: Raw -2356607.592513 + Penalty 3227.070488 = -2353380.522025
  nChanged 111
		SP:Iteration 23Q (101243.400000 sec): 3 clusters
  Score: Raw -2356631.529971 + Penalty 3227.070488 = -2353404.459483
  nChanged 95
		SP:Iteration 24Q (101243.660000 sec): 3 clusters
  Score: Raw -2356648.534124 + Penalty 3227.070488 = -2353421.463637
  nChanged 88
		SP:Iteration 25Q (101243.870000 sec): 3 clusters
  Score: Raw -2356663.768975 + Penalty 3227.070488 = -2353436.698488
  nChanged 74
		SP:Iteration 26Q (101244.120000 sec): 3 clusters
  Score: Raw -2356676.686173 + Penalty 3227.070488 = -2353449.615685
  nChanged 69
		SP:Iteration 27Q (101244.420000 sec): 3 clusters
  Score: Raw -2356688.722658 + Penalty 3227.070488 = -2353461.652171
  nChanged 72
		SP:Iteration 28Q (101244.660000 sec): 3 clusters
  Score: Raw -2356700.355653 + Penalty 3227.070488 = -2353473.285165
  nChanged 62
		SP:Iteration 29Q (101244.920000 sec): 3 clusters
  Score: Raw -2356710.161946 + Penalty 3227.070488 = -2353483.091458
  nChanged 53
		SP:Iteration 30Q (101245.170000 sec): 3 clusters
  Score: Raw -2356717.994593 + Penalty 3227.070488 = -2353490.924105
  nChanged 40
		SP:Iteration 31Q (101245.430000 sec): 3 clusters
  Score: Raw -2356722.124239 + Penalty 3227.070488 = -2353495.053751
  nChanged 27
		SP:Iteration 32Q (101245.660000 sec): 3 clusters
  Score: Raw -2356724.806979 + Penalty 3227.070488 = -2353497.736491
  nChanged 21
		SP:Iteration 33Q (101245.910000 sec): 3 clusters
  Score: Raw -2356726.684555 + Penalty 3227.070488 = -2353499.614067
  nChanged 16
		SP:Iteration 34Q (101246.170000 sec): 3 clusters
  Score: Raw -2356727.846662 + Penalty 3227.070488 = -2353500.776174
  nChanged 11
		SP:Iteration 35Q (101246.400000 sec): 3 clusters
  Score: Raw -2356728.774418 + Penalty 3227.070488 = -2353501.703930
  nChanged 12
		SP:Iteration 36Q (101246.620000 sec): 3 clusters
  Score: Raw -2356729.768017 + Penalty 3227.070488 = -2353502.697529
  nChanged 8
		SP:Iteration 37Q (101246.860000 sec): 3 clusters
  Score: Raw -2356730.213646 + Penalty 3227.070488 = -2353503.143158
  nChanged 12
		SP:Iteration 38Q (101247.130000 sec): 3 clusters
  Score: Raw -2356731.086866 + Penalty 3227.070488 = -2353504.016378
  nChanged 12
		SP:Iteration 39Q (101247.420000 sec): 3 clusters
  Score: Raw -2356732.023846 + Penalty 3227.070488 = -2353504.953358
  nChanged 12
		SP:Iteration 40F (101247.640000 sec): 3 clusters
  Score: Raw -2356732.871542 + Penalty 3227.070488 = -2353505.801055
  nChanged 7
		SP:Iteration 41Q (101247.900000 sec): 3 clusters
  Score: Raw -2356733.460437 + Penalty 3227.070488 = -2353506.389949
  nChanged 9
		SP:Iteration 42Q (101248.120000 sec): 3 clusters
  Score: Raw -2356734.156709 + Penalty 3227.070488 = -2353507.086222
  nChanged 11
		SP:Iteration 43Q (101248.350000 sec): 3 clusters
  Score: Raw -2356734.998805 + Penalty 3227.070488 = -2353507.928317
  nChanged 11
		SP:Iteration 44Q (101248.600000 sec): 3 clusters
  Score: Raw -2356735.815132 + Penalty 3227.070488 = -2353508.744645
  nChanged 13
		SP:Iteration 45Q (101248.880000 sec): 3 clusters
  Score: Raw -2356736.686282 + Penalty 3227.070488 = -2353509.615794
  nChanged 11
		SP:Iteration 46Q (101249.200000 sec): 3 clusters
  Score: Raw -2356737.408827 + Penalty 3227.070488 = -2353510.338340
  nChanged 10
		SP:Iteration 47Q (101249.510000 sec): 3 clusters
  Score: Raw -2356737.999931 + Penalty 3227.070488 = -2353510.929444
  nChanged 8
		SP:Iteration 48Q (101249.760000 sec): 3 clusters
  Score: Raw -2356738.542227 + Penalty 3227.070488 = -2353511.471740
  nChanged 10
		SP:Iteration 49Q (101250.040000 sec): 3 clusters
  Score: Raw -2356739.003241 + Penalty 3227.070488 = -2353511.932754
  nChanged 4
		SP:Iteration 50Q (101250.280000 sec): 3 clusters
  Score: Raw -2356739.298959 + Penalty 3227.070488 = -2353512.228472
  nChanged 3
		SP:Iteration 51Q (101250.570000 sec): 3 clusters
  Score: Raw -2356739.486572 + Penalty 3227.070488 = -2353512.416084
  nChanged 2
		SP:Iteration 52Q (101250.830000 sec): 3 clusters
  Score: Raw -2356739.679558 + Penalty 3227.070488 = -2353512.609070
  nChanged 3
		SP:Iteration 53Q (101251.060000 sec): 3 clusters
  Score: Raw -2356739.960240 + Penalty 3227.070488 = -2353512.889752
  nChanged 3
		SP:Iteration 54Q (101251.320000 sec): 3 clusters
  Score: Raw -2356740.147448 + Penalty 3227.070488 = -2353513.076960
  nChanged 4
		SP:Iteration 55Q (101251.580000 sec): 3 clusters
  Score: Raw -2356740.509368 + Penalty 3227.070488 = -2353513.438880
  nChanged 3
		SP:Iteration 56Q (101251.840000 sec): 3 clusters
  Score: Raw -2356740.621444 + Penalty 3227.070488 = -2353513.550957
  nChanged 1
		SP:Iteration 57Q (101252.130000 sec): 3 clusters
  Score: Raw -2356740.660984 + Penalty 3227.070488 = -2353513.590496
  nChanged 1
		SP:Iteration 58Q (101252.380000 sec): 3 clusters
  Score: Raw -2356740.685203 + Penalty 3227.070488 = -2353513.614715
  nChanged 0
		SP:Iteration 59F (101252.680000 sec): 3 clusters
  Score: Raw -2356740.685203 + Penalty 3227.070488 = -2353513.614715
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101252.920000 sec): 2 clusters
  Score: Raw -3942555.380225 + Penalty 1687.218719 = -3940868.161505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101253.220000 sec): 3 clusters
  Score: Raw -3922740.124512 + Penalty 3374.437439 = -3919365.687073
  nChanged 14839
		SP:Iteration 1F (101253.580000 sec): 3 clusters
  Score: Raw -3931645.902295 + Penalty 3374.437439 = -3928271.464856
  nChanged 2297
		SP:Iteration 2F (101253.940000 sec): 3 clusters
  Score: Raw -3933070.729734 + Penalty 3374.437439 = -3929696.292295
  nChanged 2485
		SP:Iteration 3F (101254.290000 sec): 3 clusters
  Score: Raw -3934707.027427 + Penalty 3374.437439 = -3931332.589989
  nChanged 2466
		SP:Iteration 4F (101254.610000 sec): 3 clusters
  Score: Raw -3936398.197631 + Penalty 3374.437439 = -3933023.760192
  nChanged 2135
		SP:Iteration 5F (101254.940000 sec): 3 clusters
  Score: Raw -3937863.920554 + Penalty 3374.437439 = -3934489.483116
  nChanged 1765
		SP:Iteration 6F (101255.300000 sec): 3 clusters
  Score: Raw -3939250.121271 + Penalty 3374.437439 = -3935875.683832
  nChanged 1460
		SP:Iteration 7Q (101255.630000 sec): 3 clusters
  Score: Raw -3940550.221489 + Penalty 3374.437439 = -3937175.784050
  nChanged 1081
		SP:Iteration 8Q (101255.910000 sec): 3 clusters
  Score: Raw -3941390.715099 + Penalty 3374.437439 = -3938016.277660
  nChanged 719
		SP:Iteration 9Q (101256.240000 sec): 3 clusters
  Score: Raw -3941777.618555 + Penalty 3374.437439 = -3938403.181116
  nChanged 510
		SP:Iteration 10Q (101256.590000 sec): 3 clusters
  Score: Raw -3942007.892077 + Penalty 3374.437439 = -3938633.454638
  nChanged 370
		SP:Iteration 11Q (101256.950000 sec): 3 clusters
  Score: Raw -3942154.087644 + Penalty 3374.437439 = -3938779.650205
  nChanged 295
		SP:Iteration 12Q (101257.290000 sec): 3 clusters
  Score: Raw -3942262.313602 + Penalty 3374.437439 = -3938887.876163
  nChanged 265
		SP:Iteration 13Q (101257.620000 sec): 3 clusters
  Score: Raw -3942345.364746 + Penalty 3374.437439 = -3938970.927307
  nChanged 222
		SP:Iteration 14Q (101257.990000 sec): 3 clusters
  Score: Raw -3942400.834837 + Penalty 3374.437439 = -3939026.397398
  nChanged 185
		SP:Iteration 15Q (101258.300000 sec): 3 clusters
  Score: Raw -3942441.249267 + Penalty 3374.437439 = -3939066.811828
  nChanged 168
		SP:Iteration 16Q (101258.670000 sec): 3 clusters
  Score: Raw -3942478.121350 + Penalty 3374.437439 = -3939103.683911
  nChanged 170
		SP:Iteration 17Q (101258.990000 sec): 3 clusters
  Score: Raw -3942517.546893 + Penalty 3374.437439 = -3939143.109454
  nChanged 174
		SP:Iteration 18Q (101259.310000 sec): 3 clusters
  Score: Raw -3942558.336623 + Penalty 3374.437439 = -3939183.899184
  nChanged 154
		SP:Iteration 19Q (101259.620000 sec): 3 clusters
  Score: Raw -3942594.680605 + Penalty 3374.437439 = -3939220.243166
  nChanged 133
		SP:Iteration 20F (101259.940000 sec): 3 clusters
  Score: Raw -3942626.607559 + Penalty 3374.437439 = -3939252.170121
  nChanged 143
		SP:Iteration 21Q (101260.230000 sec): 3 clusters
  Score: Raw -3942660.137862 + Penalty 3374.437439 = -3939285.700423
  nChanged 125
		SP:Iteration 22Q (101260.540000 sec): 3 clusters
  Score: Raw -3942684.802303 + Penalty 3374.437439 = -3939310.364865
  nChanged 110
		SP:Iteration 23Q (101260.870000 sec): 3 clusters
  Score: Raw -3942706.362656 + Penalty 3374.437439 = -3939331.925217
  nChanged 109
		SP:Iteration 24Q (101261.200000 sec): 3 clusters
  Score: Raw -3942730.329668 + Penalty 3374.437439 = -3939355.892229
  nChanged 96
		SP:Iteration 25Q (101261.520000 sec): 3 clusters
  Score: Raw -3942747.222395 + Penalty 3374.437439 = -3939372.784957
  nChanged 90
		SP:Iteration 26Q (101261.870000 sec): 3 clusters
  Score: Raw -3942764.930320 + Penalty 3374.437439 = -3939390.492881
  nChanged 84
		SP:Iteration 27Q (101262.220000 sec): 3 clusters
  Score: Raw -3942779.986744 + Penalty 3374.437439 = -3939405.549305
  nChanged 72
		SP:Iteration 28Q (101262.490000 sec): 3 clusters
  Score: Raw -3942791.185598 + Penalty 3374.437439 = -3939416.748159
  nChanged 53
		SP:Iteration 29Q (101262.770000 sec): 3 clusters
  Score: Raw -3942800.294001 + Penalty 3374.437439 = -3939425.856562
  nChanged 64
		SP:Iteration 30Q (101263.130000 sec): 3 clusters
  Score: Raw -3942812.429788 + Penalty 3374.437439 = -3939437.992350
  nChanged 59
		SP:Iteration 31Q (101263.430000 sec): 3 clusters
  Score: Raw -3942822.427614 + Penalty 3374.437439 = -3939447.990175
  nChanged 47
		SP:Iteration 32Q (101263.760000 sec): 3 clusters
  Score: Raw -3942829.775310 + Penalty 3374.437439 = -3939455.337871
  nChanged 52
		SP:Iteration 33Q (101264.100000 sec): 3 clusters
  Score: Raw -3942838.372828 + Penalty 3374.437439 = -3939463.935390
  nChanged 50
		SP:Iteration 34Q (101264.430000 sec): 3 clusters
  Score: Raw -3942845.936239 + Penalty 3374.437439 = -3939471.498800
  nChanged 51
		SP:Iteration 35Q (101264.720000 sec): 3 clusters
  Score: Raw -3942852.602872 + Penalty 3374.437439 = -3939478.165433
  nChanged 41
		SP:Iteration 36Q (101265.100000 sec): 3 clusters
  Score: Raw -3942857.350906 + Penalty 3374.437439 = -3939482.913468
  nChanged 39
		SP:Iteration 37Q (101265.380000 sec): 3 clusters
  Score: Raw -3942862.874659 + Penalty 3374.437439 = -3939488.437221
  nChanged 26
		SP:Iteration 38Q (101265.650000 sec): 3 clusters
  Score: Raw -3942865.897902 + Penalty 3374.437439 = -3939491.460463
  nChanged 24
		SP:Iteration 39Q (101266.030000 sec): 3 clusters
  Score: Raw -3942868.729221 + Penalty 3374.437439 = -3939494.291782
  nChanged 28
		SP:Iteration 40F (101266.360000 sec): 3 clusters
  Score: Raw -3942872.696701 + Penalty 3374.437439 = -3939498.259262
  nChanged 24
		SP:Iteration 41Q (101266.670000 sec): 3 clusters
  Score: Raw -3942875.819293 + Penalty 3374.437439 = -3939501.381854
  nChanged 28
		SP:Iteration 42Q (101267.030000 sec): 3 clusters
  Score: Raw -3942879.934957 + Penalty 3374.437439 = -3939505.497518
  nChanged 34
		SP:Iteration 43Q (101267.400000 sec): 3 clusters
  Score: Raw -3942884.910043 + Penalty 3374.437439 = -3939510.472604
  nChanged 32
		SP:Iteration 44Q (101267.680000 sec): 3 clusters
  Score: Raw -3942890.662487 + Penalty 3374.437439 = -3939516.225048
  nChanged 34
		SP:Iteration 45Q (101268.040000 sec): 3 clusters
  Score: Raw -3942895.620680 + Penalty 3374.437439 = -3939521.183241
  nChanged 27
		SP:Iteration 46Q (101268.340000 sec): 3 clusters
  Score: Raw -3942899.304111 + Penalty 3374.437439 = -3939524.866672
  nChanged 13
		SP:Iteration 47Q (101268.610000 sec): 3 clusters
  Score: Raw -3942901.069322 + Penalty 3374.437439 = -3939526.631883
  nChanged 18
		SP:Iteration 48Q (101268.950000 sec): 3 clusters
  Score: Raw -3942902.990364 + Penalty 3374.437439 = -3939528.552925
  nChanged 9
		SP:Iteration 49Q (101269.250000 sec): 3 clusters
  Score: Raw -3942903.908450 + Penalty 3374.437439 = -3939529.471011
  nChanged 10
		SP:Iteration 50Q (101269.600000 sec): 3 clusters
  Score: Raw -3942904.648681 + Penalty 3374.437439 = -3939530.211243
  nChanged 10
		SP:Iteration 51Q (101269.960000 sec): 3 clusters
  Score: Raw -3942905.861852 + Penalty 3374.437439 = -3939531.424413
  nChanged 13
		SP:Iteration 52Q (101270.240000 sec): 3 clusters
  Score: Raw -3942907.442480 + Penalty 3374.437439 = -3939533.005041
  nChanged 15
		SP:Iteration 53Q (101270.580000 sec): 3 clusters
  Score: Raw -3942909.089221 + Penalty 3374.437439 = -3939534.651782
  nChanged 14
		SP:Iteration 54Q (101270.950000 sec): 3 clusters
  Score: Raw -3942911.121381 + Penalty 3374.437439 = -3939536.683942
  nChanged 9
		SP:Iteration 55Q (101271.260000 sec): 3 clusters
  Score: Raw -3942912.042982 + Penalty 3374.437439 = -3939537.605544
  nChanged 9
		SP:Iteration 56Q (101271.610000 sec): 3 clusters
  Score: Raw -3942912.949132 + Penalty 3374.437439 = -3939538.511693
  nChanged 8
		SP:Iteration 57Q (101271.910000 sec): 3 clusters
  Score: Raw -3942913.580847 + Penalty 3374.437439 = -3939539.143408
  nChanged 15
		SP:Iteration 58Q (101272.200000 sec): 3 clusters
  Score: Raw -3942915.676227 + Penalty 3374.437439 = -3939541.238788
  nChanged 17
		SP:Iteration 59Q (101272.550000 sec): 3 clusters
  Score: Raw -3942917.823774 + Penalty 3374.437439 = -3939543.386335
  nChanged 18
		SP:Iteration 60F (101272.890000 sec): 3 clusters
  Score: Raw -3942921.175782 + Penalty 3374.437439 = -3939546.738343
  nChanged 21
		SP:Iteration 61Q (101273.190000 sec): 3 clusters
  Score: Raw -3942924.657996 + Penalty 3374.437439 = -3939550.220557
  nChanged 18
		SP:Iteration 62Q (101273.490000 sec): 3 clusters
  Score: Raw -3942927.332159 + Penalty 3374.437439 = -3939552.894720
  nChanged 15
		SP:Iteration 63Q (101273.800000 sec): 3 clusters
  Score: Raw -3942929.206559 + Penalty 3374.437439 = -3939554.769120
  nChanged 18
		SP:Iteration 64Q (101274.070000 sec): 3 clusters
  Score: Raw -3942932.240025 + Penalty 3374.437439 = -3939557.802586
  nChanged 17
		SP:Iteration 65Q (101274.350000 sec): 3 clusters
  Score: Raw -3942935.708764 + Penalty 3374.437439 = -3939561.271325
  nChanged 17
		SP:Iteration 66Q (101274.670000 sec): 3 clusters
  Score: Raw -3942938.427096 + Penalty 3374.437439 = -3939563.989657
  nChanged 21
		SP:Iteration 67Q (101274.990000 sec): 3 clusters
  Score: Raw -3942942.209491 + Penalty 3374.437439 = -3939567.772052
  nChanged 30
		SP:Iteration 68Q (101275.310000 sec): 3 clusters
  Score: Raw -3942948.413472 + Penalty 3374.437439 = -3939573.976033
  nChanged 30
		SP:Iteration 69Q (101275.650000 sec): 3 clusters
  Score: Raw -3942954.183992 + Penalty 3374.437439 = -3939579.746554
  nChanged 22
		SP:Iteration 70Q (101275.960000 sec): 3 clusters
  Score: Raw -3942957.394059 + Penalty 3374.437439 = -3939582.956621
  nChanged 21
		SP:Iteration 71Q (101276.230000 sec): 3 clusters
  Score: Raw -3942960.886903 + Penalty 3374.437439 = -3939586.449465
  nChanged 25
		SP:Iteration 72Q (101276.550000 sec): 3 clusters
  Score: Raw -3942963.825994 + Penalty 3374.437439 = -3939589.388555
  nChanged 14
		SP:Iteration 73Q (101276.840000 sec): 3 clusters
  Score: Raw -3942965.640756 + Penalty 3374.437439 = -3939591.203317
  nChanged 13
		SP:Iteration 74Q (101277.170000 sec): 3 clusters
  Score: Raw -3942967.717509 + Penalty 3374.437439 = -3939593.280070
  nChanged 14
		SP:Iteration 75Q (101277.460000 sec): 3 clusters
  Score: Raw -3942970.297492 + Penalty 3374.437439 = -3939595.860053
  nChanged 19
		SP:Iteration 76Q (101277.710000 sec): 3 clusters
  Score: Raw -3942973.571597 + Penalty 3374.437439 = -3939599.134158
  nChanged 14
		SP:Iteration 77Q (101278.050000 sec): 3 clusters
  Score: Raw -3942975.021597 + Penalty 3374.437439 = -3939600.584158
  nChanged 10
		SP:Iteration 78Q (101278.390000 sec): 3 clusters
  Score: Raw -3942976.205155 + Penalty 3374.437439 = -3939601.767716
  nChanged 8
		SP:Iteration 79Q (101278.690000 sec): 3 clusters
  Score: Raw -3942977.187482 + Penalty 3374.437439 = -3939602.750043
  nChanged 10
		SP:Iteration 80F (101279.060000 sec): 3 clusters
  Score: Raw -3942978.417083 + Penalty 3374.437439 = -3939603.979645
  nChanged 10
		SP:Iteration 81Q (101279.390000 sec): 3 clusters
  Score: Raw -3942980.189079 + Penalty 3374.437439 = -3939605.751640
  nChanged 11
		SP:Iteration 82Q (101279.710000 sec): 3 clusters
  Score: Raw -3942981.956836 + Penalty 3374.437439 = -3939607.519397
  nChanged 8
		SP:Iteration 83Q (101279.980000 sec): 3 clusters
  Score: Raw -3942982.917051 + Penalty 3374.437439 = -3939608.479612
  nChanged 6
		SP:Iteration 84Q (101280.310000 sec): 3 clusters
  Score: Raw -3942983.723574 + Penalty 3374.437439 = -3939609.286135
  nChanged 8
		SP:Iteration 85Q (101280.620000 sec): 3 clusters
  Score: Raw -3942984.508531 + Penalty 3374.437439 = -3939610.071092
  nChanged 10
		SP:Iteration 86Q (101280.980000 sec): 3 clusters
  Score: Raw -3942985.446886 + Penalty 3374.437439 = -3939611.009447
  nChanged 8
		SP:Iteration 87Q (101281.330000 sec): 3 clusters
  Score: Raw -3942986.748285 + Penalty 3374.437439 = -3939612.310846
  nChanged 10
		SP:Iteration 88Q (101281.650000 sec): 3 clusters
  Score: Raw -3942987.939268 + Penalty 3374.437439 = -3939613.501829
  nChanged 7
		SP:Iteration 89Q (101281.980000 sec): 3 clusters
  Score: Raw -3942988.571845 + Penalty 3374.437439 = -3939614.134407
  nChanged 4
		SP:Iteration 90Q (101282.250000 sec): 3 clusters
  Score: Raw -3942988.992252 + Penalty 3374.437439 = -3939614.554813
  nChanged 4
		SP:Iteration 91Q (101282.570000 sec): 3 clusters
  Score: Raw -3942989.399219 + Penalty 3374.437439 = -3939614.961780
  nChanged 5
		SP:Iteration 92Q (101282.910000 sec): 3 clusters
  Score: Raw -3942990.254123 + Penalty 3374.437439 = -3939615.816685
  nChanged 6
		SP:Iteration 93Q (101283.220000 sec): 3 clusters
  Score: Raw -3942990.965913 + Penalty 3374.437439 = -3939616.528474
  nChanged 6
		SP:Iteration 94Q (101283.540000 sec): 3 clusters
  Score: Raw -3942991.582344 + Penalty 3374.437439 = -3939617.144905
  nChanged 8
		SP:Iteration 95Q (101283.910000 sec): 3 clusters
  Score: Raw -3942992.903307 + Penalty 3374.437439 = -3939618.465869
  nChanged 9
		SP:Iteration 96Q (101284.230000 sec): 3 clusters
  Score: Raw -3942994.289169 + Penalty 3374.437439 = -3939619.851730
  nChanged 6
		SP:Iteration 97Q (101284.570000 sec): 3 clusters
  Score: Raw -3942994.970156 + Penalty 3374.437439 = -3939620.532717
  nChanged 4
		SP:Iteration 98Q (101284.870000 sec): 3 clusters
  Score: Raw -3942995.472601 + Penalty 3374.437439 = -3939621.035162
  nChanged 5
		SP:Iteration 99Q (101285.130000 sec): 3 clusters
  Score: Raw -3942995.823958 + Penalty 3374.437439 = -3939621.386520
  nChanged 5
		SP:Iteration 100F (101285.470000 sec): 3 clusters
  Score: Raw -3942996.435201 + Penalty 3374.437439 = -3939621.997762
  nChanged 1
		SP:Iteration 101Q (101285.790000 sec): 3 clusters
  Score: Raw -3942996.501994 + Penalty 3374.437439 = -3939622.064555
  nChanged 3
		SP:Iteration 102Q (101286.090000 sec): 3 clusters
  Score: Raw -3942996.803110 + Penalty 3374.437439 = -3939622.365671
  nChanged 3
		SP:Iteration 103Q (101286.440000 sec): 3 clusters
  Score: Raw -3942997.064561 + Penalty 3374.437439 = -3939622.627123
  nChanged 7
		SP:Iteration 104Q (101286.830000 sec): 3 clusters
  Score: Raw -3942997.725586 + Penalty 3374.437439 = -3939623.288147
  nChanged 9
		SP:Iteration 105Q (101287.140000 sec): 3 clusters
  Score: Raw -3942998.472472 + Penalty 3374.437439 = -3939624.035033
  nChanged 5
		SP:Iteration 106Q (101287.450000 sec): 3 clusters
  Score: Raw -3942999.024147 + Penalty 3374.437439 = -3939624.586708
  nChanged 5
		SP:Iteration 107Q (101287.740000 sec): 3 clusters
  Score: Raw -3942999.501414 + Penalty 3374.437439 = -3939625.063975
  nChanged 5
		SP:Iteration 108Q (101288.070000 sec): 3 clusters
  Score: Raw -3942999.972171 + Penalty 3374.437439 = -3939625.534732
  nChanged 4
		SP:Iteration 109Q (101288.410000 sec): 3 clusters
  Score: Raw -3943000.541114 + Penalty 3374.437439 = -3939626.103675
  nChanged 2
		SP:Iteration 110Q (101288.760000 sec): 3 clusters
  Score: Raw -3943000.744964 + Penalty 3374.437439 = -3939626.307525
  nChanged 2
		SP:Iteration 111Q (101289.060000 sec): 3 clusters
  Score: Raw -3943000.929402 + Penalty 3374.437439 = -3939626.491963
  nChanged 3
		SP:Iteration 112Q (101289.380000 sec): 3 clusters
  Score: Raw -3943001.221822 + Penalty 3374.437439 = -3939626.784383
  nChanged 2
		SP:Iteration 113Q (101289.740000 sec): 3 clusters
  Score: Raw -3943001.309284 + Penalty 3374.437439 = -3939626.871845
  nChanged 2
		SP:Iteration 114Q (101290.070000 sec): 3 clusters
  Score: Raw -3943001.417371 + Penalty 3374.437439 = -3939626.979932
  nChanged 2
		SP:Iteration 115Q (101290.330000 sec): 3 clusters
  Score: Raw -3943001.562881 + Penalty 3374.437439 = -3939627.125442
  nChanged 1
		SP:Iteration 116Q (101290.680000 sec): 3 clusters
  Score: Raw -3943001.617925 + Penalty 3374.437439 = -3939627.180487
  nChanged 2
		SP:Iteration 117Q (101291.000000 sec): 3 clusters
  Score: Raw -3943001.924433 + Penalty 3374.437439 = -3939627.486994
  nChanged 1
		SP:Iteration 118Q (101291.330000 sec): 3 clusters
  Score: Raw -3943002.003940 + Penalty 3374.437439 = -3939627.566501
  nChanged 0
		SP:Iteration 119F (101291.670000 sec): 3 clusters
  Score: Raw -3943002.003940 + Penalty 3374.437439 = -3939627.566501
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101291.770000 sec): 2 clusters
  Score: Raw -141339.745304 + Penalty 1148.023342 = -140191.721962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101291.970000 sec): 3 clusters
  Score: Raw -140940.855702 + Penalty 2296.046684 = -138644.809018
  nChanged 365
		SP:Iteration 1F (101292.130000 sec): 3 clusters
  Score: Raw -141261.132983 + Penalty 2296.046684 = -138965.086299
  nChanged 91
		SP:Iteration 2F (101292.330000 sec): 3 clusters
  Score: Raw -141358.164664 + Penalty 2296.046684 = -139062.117980
  nChanged 63
		SP:Iteration 3F (101292.470000 sec): 3 clusters
  Score: Raw -141441.470950 + Penalty 2296.046684 = -139145.424266
  nChanged 48
		SP:Iteration 4Q (101292.660000 sec): 3 clusters
  Score: Raw -141496.721521 + Penalty 2296.046684 = -139200.674837
  nChanged 42
		SP:Iteration 5Q (101292.840000 sec): 3 clusters
  Score: Raw -141552.828896 + Penalty 2296.046684 = -139256.782212
  nChanged 35
		SP:Iteration 6Q (101293.020000 sec): 3 clusters
  Score: Raw -141587.298188 + Penalty 2296.046684 = -139291.251504
  nChanged 26
		SP:Iteration 7Q (101293.210000 sec): 3 clusters
  Score: Raw -141609.848288 + Penalty 2296.046684 = -139313.801604
  nChanged 22
		SP:Iteration 8Q (101293.330000 sec): 3 clusters
  Score: Raw -141630.911083 + Penalty 2296.046684 = -139334.864399
  nChanged 22
		SP:Iteration 9Q (101293.530000 sec): 3 clusters
  Score: Raw -141656.256570 + Penalty 2296.046684 = -139360.209886
  nChanged 30
		SP:Iteration 10Q (101293.720000 sec): 3 clusters
  Score: Raw -141683.247684 + Penalty 2296.046684 = -139387.201000
  nChanged 32
		SP:Iteration 11Q (101293.910000 sec): 3 clusters
  Score: Raw -141721.026719 + Penalty 2296.046684 = -139424.980035
  nChanged 30
		SP:Iteration 12Q (101294.070000 sec): 3 clusters
  Score: Raw -141746.066319 + Penalty 2296.046684 = -139450.019635
  nChanged 24
		SP:Iteration 13Q (101294.240000 sec): 3 clusters
  Score: Raw -141762.803539 + Penalty 2296.046684 = -139466.756855
  nChanged 18
		SP:Iteration 14Q (101294.410000 sec): 3 clusters
  Score: Raw -141781.533499 + Penalty 2296.046684 = -139485.486815
  nChanged 26
		SP:Iteration 15Q (101294.610000 sec): 3 clusters
  Score: Raw -141807.710527 + Penalty 2296.046684 = -139511.663843
  nChanged 20
		SP:Iteration 16Q (101294.750000 sec): 3 clusters
  Score: Raw -141824.508312 + Penalty 2296.046684 = -139528.461628
  nChanged 14
		SP:Iteration 17Q (101294.890000 sec): 3 clusters
  Score: Raw -141833.990706 + Penalty 2296.046684 = -139537.944022
  nChanged 9
		SP:Iteration 18Q (101295.030000 sec): 3 clusters
  Score: Raw -141842.585221 + Penalty 2296.046684 = -139546.538537
  nChanged 10
		SP:Iteration 19Q (101295.190000 sec): 3 clusters
  Score: Raw -141855.113797 + Penalty 2296.046684 = -139559.067113
  nChanged 9
		SP:Iteration 20F (101295.330000 sec): 3 clusters
  Score: Raw -141863.428265 + Penalty 2296.046684 = -139567.381581
  nChanged 7
		SP:Iteration 21Q (101295.510000 sec): 3 clusters
  Score: Raw -141868.585055 + Penalty 2296.046684 = -139572.538371
  nChanged 8
		SP:Iteration 22Q (101295.650000 sec): 3 clusters
  Score: Raw -141873.648472 + Penalty 2296.046684 = -139577.601788
  nChanged 4
		SP:Iteration 23Q (101295.790000 sec): 3 clusters
  Score: Raw -141876.697482 + Penalty 2296.046684 = -139580.650798
  nChanged 5
		SP:Iteration 24Q (101295.940000 sec): 3 clusters
  Score: Raw -141881.088684 + Penalty 2296.046684 = -139585.042000
  nChanged 5
		SP:Iteration 25Q (101296.130000 sec): 3 clusters
  Score: Raw -141886.615368 + Penalty 2296.046684 = -139590.568684
  nChanged 7
		SP:Iteration 26Q (101296.230000 sec): 3 clusters
  Score: Raw -141895.123531 + Penalty 2296.046684 = -139599.076847
  nChanged 7
		SP:Iteration 27Q (101296.420000 sec): 3 clusters
  Score: Raw -141901.209829 + Penalty 2296.046684 = -139605.163145
  nChanged 2
		SP:Iteration 28Q (101296.610000 sec): 3 clusters
  Score: Raw -141902.544805 + Penalty 2296.046684 = -139606.498121
  nChanged 6
		SP:Iteration 29Q (101296.720000 sec): 3 clusters
  Score: Raw -141908.978752 + Penalty 2296.046684 = -139612.932068
  nChanged 4
		SP:Iteration 30Q (101296.850000 sec): 3 clusters
  Score: Raw -141911.616172 + Penalty 2296.046684 = -139615.569488
  nChanged 4
		SP:Iteration 31Q (101296.990000 sec): 3 clusters
  Score: Raw -141914.342955 + Penalty 2296.046684 = -139618.296271
  nChanged 6
		SP:Iteration 32Q (101297.130000 sec): 3 clusters
  Score: Raw -141918.900545 + Penalty 2296.046684 = -139622.853861
  nChanged 8
		SP:Iteration 33Q (101297.280000 sec): 3 clusters
  Score: Raw -141925.925925 + Penalty 2296.046684 = -139629.879241
  nChanged 5
		SP:Iteration 34Q (101297.370000 sec): 3 clusters
  Score: Raw -141928.943200 + Penalty 2296.046684 = -139632.896516
  nChanged 3
		SP:Iteration 35Q (101297.520000 sec): 3 clusters
  Score: Raw -141931.700804 + Penalty 2296.046684 = -139635.654120
  nChanged 4
		SP:Iteration 36Q (101297.660000 sec): 3 clusters
  Score: Raw -141934.959810 + Penalty 2296.046684 = -139638.913126
  nChanged 1
		SP:Iteration 37Q (101297.770000 sec): 3 clusters
  Score: Raw -141935.831100 + Penalty 2296.046684 = -139639.784416
  nChanged 3
		SP:Iteration 38Q (101297.910000 sec): 3 clusters
  Score: Raw -141938.268916 + Penalty 2296.046684 = -139642.222232
  nChanged 3
		SP:Iteration 39Q (101298.050000 sec): 3 clusters
  Score: Raw -141942.020140 + Penalty 2296.046684 = -139645.973456
  nChanged 1
		SP:Iteration 40F (101298.200000 sec): 3 clusters
  Score: Raw -141942.848626 + Penalty 2296.046684 = -139646.801942
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101298.300000 sec): 2 clusters
  Score: Raw -681199.573841 + Penalty 1395.523680 = -679804.050161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101298.490000 sec): 3 clusters
  Score: Raw -678399.858417 + Penalty 2791.047360 = -675608.811057
  nChanged 2163
		SP:Iteration 1F (101298.670000 sec): 3 clusters
  Score: Raw -679527.305053 + Penalty 2791.047360 = -676736.257692
  nChanged 332
		SP:Iteration 2F (101298.860000 sec): 3 clusters
  Score: Raw -679665.504994 + Penalty 2791.047360 = -676874.457634
  nChanged 218
		SP:Iteration 3Q (101299.070000 sec): 3 clusters
  Score: Raw -679745.405651 + Penalty 2791.047360 = -676954.358291
  nChanged 146
		SP:Iteration 4Q (101299.270000 sec): 3 clusters
  Score: Raw -679794.961382 + Penalty 2791.047360 = -677003.914021
  nChanged 144
		SP:Iteration 5Q (101299.470000 sec): 3 clusters
  Score: Raw -679843.523574 + Penalty 2791.047360 = -677052.476214
  nChanged 113
		SP:Iteration 6Q (101299.610000 sec): 3 clusters
  Score: Raw -679876.350007 + Penalty 2791.047360 = -677085.302647
  nChanged 97
		SP:Iteration 7Q (101299.810000 sec): 3 clusters
  Score: Raw -679904.274535 + Penalty 2791.047360 = -677113.227175
  nChanged 74
		SP:Iteration 8Q (101299.990000 sec): 3 clusters
  Score: Raw -679924.046041 + Penalty 2791.047360 = -677132.998681
  nChanged 74
		SP:Iteration 9Q (101300.170000 sec): 3 clusters
  Score: Raw -679945.330138 + Penalty 2791.047360 = -677154.282778
  nChanged 68
		SP:Iteration 10Q (101300.330000 sec): 3 clusters
  Score: Raw -679964.020662 + Penalty 2791.047360 = -677172.973302
  nChanged 68
		SP:Iteration 11Q (101300.530000 sec): 3 clusters
  Score: Raw -679982.933969 + Penalty 2791.047360 = -677191.886609
  nChanged 58
		SP:Iteration 12Q (101300.680000 sec): 3 clusters
  Score: Raw -679998.539890 + Penalty 2791.047360 = -677207.492530
  nChanged 60
		SP:Iteration 13Q (101300.850000 sec): 3 clusters
  Score: Raw -680016.050657 + Penalty 2791.047360 = -677225.003297
  nChanged 66
		SP:Iteration 14Q (101301.050000 sec): 3 clusters
  Score: Raw -680039.098981 + Penalty 2791.047360 = -677248.051621
  nChanged 72
		SP:Iteration 15Q (101301.210000 sec): 3 clusters
  Score: Raw -680061.472606 + Penalty 2791.047360 = -677270.425246
  nChanged 54
		SP:Iteration 16Q (101301.370000 sec): 3 clusters
  Score: Raw -680079.438680 + Penalty 2791.047360 = -677288.391320
  nChanged 61
		SP:Iteration 17Q (101301.540000 sec): 3 clusters
  Score: Raw -680096.659923 + Penalty 2791.047360 = -677305.612563
  nChanged 74
		SP:Iteration 18Q (101301.720000 sec): 3 clusters
  Score: Raw -680127.665042 + Penalty 2791.047360 = -677336.617682
  nChanged 102
		SP:Iteration 19Q (101301.890000 sec): 3 clusters
  Score: Raw -680177.751413 + Penalty 2791.047360 = -677386.704053
  nChanged 126
		SP:Iteration 20F (101302.090000 sec): 3 clusters
  Score: Raw -680246.337712 + Penalty 2791.047360 = -677455.290352
  nChanged 135
		SP:Iteration 21Q (101302.250000 sec): 3 clusters
  Score: Raw -680316.117901 + Penalty 2791.047360 = -677525.070541
  nChanged 147
		SP:Iteration 22Q (101302.450000 sec): 3 clusters
  Score: Raw -680393.646788 + Penalty 2791.047360 = -677602.599428
  nChanged 153
		SP:Iteration 23Q (101302.580000 sec): 3 clusters
  Score: Raw -680480.281941 + Penalty 2791.047360 = -677689.234580
  nChanged 172
		SP:Iteration 24Q (101302.740000 sec): 3 clusters
  Score: Raw -680593.675536 + Penalty 2791.047360 = -677802.628176
  nChanged 179
		SP:Iteration 25Q (101302.910000 sec): 3 clusters
  Score: Raw -680730.592242 + Penalty 2791.047360 = -677939.544882
  nChanged 171
		SP:Iteration 26Q (101303.110000 sec): 3 clusters
  Score: Raw -680866.571199 + Penalty 2791.047360 = -678075.523839
  nChanged 150
		SP:Iteration 27Q (101303.310000 sec): 3 clusters
  Score: Raw -680992.081739 + Penalty 2791.047360 = -678201.034379
  nChanged 111
		SP:Iteration 28Q (101303.450000 sec): 3 clusters
  Score: Raw -681083.581671 + Penalty 2791.047360 = -678292.534311
  nChanged 73
		SP:Iteration 29Q (101303.680000 sec): 3 clusters
  Score: Raw -681154.495151 + Penalty 2791.047360 = -678363.447791
  nChanged 64
		SP:Iteration 30Q (101303.890000 sec): 3 clusters
  Score: Raw -681207.040073 + Penalty 2791.047360 = -678415.992713
  nChanged 43
		SP:Iteration 31Q (101304.060000 sec): 3 clusters
  Score: Raw -681248.700782 + Penalty 2791.047360 = -678457.653422
  nChanged 32
		SP:Iteration 32Q (101304.290000 sec): 3 clusters
  Score: Raw -681276.503169 + Penalty 2791.047360 = -678485.455809
  nChanged 18
		SP:Iteration 33Q (101304.480000 sec): 3 clusters
  Score: Raw -681295.207573 + Penalty 2791.047360 = -678504.160213
  nChanged 17
		SP:Iteration 34Q (101304.660000 sec): 3 clusters
  Score: Raw -681312.881535 + Penalty 2791.047360 = -678521.834175
  nChanged 7
		SP:Iteration 35Q (101304.860000 sec): 3 clusters
  Score: Raw -681320.746742 + Penalty 2791.047360 = -678529.699382
  nChanged 6
		SP:Iteration 36Q (101305.020000 sec): 3 clusters
  Score: Raw -681326.737751 + Penalty 2791.047360 = -678535.690390
  nChanged 4
		SP:Iteration 37Q (101305.220000 sec): 3 clusters
  Score: Raw -681329.431128 + Penalty 2791.047360 = -678538.383768
  nChanged 2
		SP:Iteration 38Q (101305.390000 sec): 3 clusters
  Score: Raw -681333.281009 + Penalty 2791.047360 = -678542.233649
  nChanged 4
		SP:Iteration 39Q (101305.610000 sec): 3 clusters
  Score: Raw -681339.312941 + Penalty 2791.047360 = -678548.265581
  nChanged 5
		SP:Iteration 40F (101305.820000 sec): 3 clusters
  Score: Raw -681344.750632 + Penalty 2791.047360 = -678553.703272
  nChanged 6
		SP:Iteration 41Q (101306.000000 sec): 3 clusters
  Score: Raw -681350.907785 + Penalty 2791.047360 = -678559.860425
  nChanged 4
		SP:Iteration 42Q (101306.190000 sec): 3 clusters
  Score: Raw -681355.937232 + Penalty 2791.047360 = -678564.889872
  nChanged 2
		SP:Iteration 43Q (101306.400000 sec): 3 clusters
  Score: Raw -681358.090752 + Penalty 2791.047360 = -678567.043392
  nChanged 0
		SP:Iteration 44F (101306.630000 sec): 3 clusters
  Score: Raw -681358.090752 + Penalty 2791.047360 = -678567.043392
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101306.770000 sec): 2 clusters
  Score: Raw -1336285.252647 + Penalty 1521.915404 = -1334763.337243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101307.040000 sec): 3 clusters
  Score: Raw -1329546.916659 + Penalty 3043.830808 = -1326503.085851
  nChanged 5178
		SP:Iteration 1F (101307.250000 sec): 3 clusters
  Score: Raw -1332194.420796 + Penalty 3043.830808 = -1329150.589988
  nChanged 776
		SP:Iteration 2F (101307.460000 sec): 3 clusters
  Score: Raw -1332622.691329 + Penalty 3043.830808 = -1329578.860521
  nChanged 774
		SP:Iteration 3F (101307.670000 sec): 3 clusters
  Score: Raw -1333106.210154 + Penalty 3043.830808 = -1330062.379345
  nChanged 768
		SP:Iteration 4F (101307.910000 sec): 3 clusters
  Score: Raw -1333600.167572 + Penalty 3043.830808 = -1330556.336764
  nChanged 740
		SP:Iteration 5F (101308.130000 sec): 3 clusters
  Score: Raw -1334032.887914 + Penalty 3043.830808 = -1330989.057105
  nChanged 653
		SP:Iteration 6F (101308.370000 sec): 3 clusters
  Score: Raw -1334375.518342 + Penalty 3043.830808 = -1331331.687533
  nChanged 543
		SP:Iteration 7Q (101308.610000 sec): 3 clusters
  Score: Raw -1334626.901966 + Penalty 3043.830808 = -1331583.071157
  nChanged 469
		SP:Iteration 8Q (101308.830000 sec): 3 clusters
  Score: Raw -1334827.604242 + Penalty 3043.830808 = -1331783.773433
  nChanged 400
		SP:Iteration 9Q (101309.080000 sec): 3 clusters
  Score: Raw -1334981.666920 + Penalty 3043.830808 = -1331937.836112
  nChanged 330
		SP:Iteration 10Q (101309.310000 sec): 3 clusters
  Score: Raw -1335099.294747 + Penalty 3043.830808 = -1332055.463939
  nChanged 263
		SP:Iteration 11Q (101309.510000 sec): 3 clusters
  Score: Raw -1335205.680948 + Penalty 3043.830808 = -1332161.850139
  nChanged 259
		SP:Iteration 12Q (101309.770000 sec): 3 clusters
  Score: Raw -1335312.343034 + Penalty 3043.830808 = -1332268.512226
  nChanged 244
		SP:Iteration 13Q (101309.950000 sec): 3 clusters
  Score: Raw -1335433.041741 + Penalty 3043.830808 = -1332389.210932
  nChanged 252
		SP:Iteration 14Q (101310.220000 sec): 3 clusters
  Score: Raw -1335571.378057 + Penalty 3043.830808 = -1332527.547248
  nChanged 238
		SP:Iteration 15Q (101310.430000 sec): 3 clusters
  Score: Raw -1335718.060314 + Penalty 3043.830808 = -1332674.229506
  nChanged 259
		SP:Iteration 16Q (101310.680000 sec): 3 clusters
  Score: Raw -1335882.311365 + Penalty 3043.830808 = -1332838.480557
  nChanged 233
		SP:Iteration 17Q (101310.910000 sec): 3 clusters
  Score: Raw -1336023.979458 + Penalty 3043.830808 = -1332980.148650
  nChanged 192
		SP:Iteration 18Q (101311.150000 sec): 3 clusters
  Score: Raw -1336130.163277 + Penalty 3043.830808 = -1333086.332469
  nChanged 182
		SP:Iteration 19Q (101311.360000 sec): 3 clusters
  Score: Raw -1336231.217227 + Penalty 3043.830808 = -1333187.386419
  nChanged 182
		SP:Iteration 20F (101311.590000 sec): 3 clusters
  Score: Raw -1336318.492976 + Penalty 3043.830808 = -1333274.662168
  nChanged 149
		SP:Iteration 21Q (101311.810000 sec): 3 clusters
  Score: Raw -1336388.111413 + Penalty 3043.830808 = -1333344.280604
  nChanged 143
		SP:Iteration 22Q (101312.090000 sec): 3 clusters
  Score: Raw -1336458.246456 + Penalty 3043.830808 = -1333414.415648
  nChanged 121
		SP:Iteration 23Q (101312.330000 sec): 3 clusters
  Score: Raw -1336518.658643 + Penalty 3043.830808 = -1333474.827834
  nChanged 91
		SP:Iteration 24Q (101312.550000 sec): 3 clusters
  Score: Raw -1336554.676955 + Penalty 3043.830808 = -1333510.846147
  nChanged 72
		SP:Iteration 25Q (101312.760000 sec): 3 clusters
  Score: Raw -1336585.157266 + Penalty 3043.830808 = -1333541.326458
  nChanged 71
		SP:Iteration 26Q (101312.980000 sec): 3 clusters
  Score: Raw -1336618.193743 + Penalty 3043.830808 = -1333574.362935
  nChanged 61
		SP:Iteration 27Q (101313.200000 sec): 3 clusters
  Score: Raw -1336639.686833 + Penalty 3043.830808 = -1333595.856025
  nChanged 49
		SP:Iteration 28Q (101313.420000 sec): 3 clusters
  Score: Raw -1336656.310914 + Penalty 3043.830808 = -1333612.480105
  nChanged 43
		SP:Iteration 29Q (101313.630000 sec): 3 clusters
  Score: Raw -1336677.150333 + Penalty 3043.830808 = -1333633.319525
  nChanged 49
		SP:Iteration 30Q (101313.870000 sec): 3 clusters
  Score: Raw -1336699.310088 + Penalty 3043.830808 = -1333655.479279
  nChanged 50
		SP:Iteration 31Q (101314.060000 sec): 3 clusters
  Score: Raw -1336717.335484 + Penalty 3043.830808 = -1333673.504675
  nChanged 36
		SP:Iteration 32Q (101314.300000 sec): 3 clusters
  Score: Raw -1336727.072989 + Penalty 3043.830808 = -1333683.242181
  nChanged 32
		SP:Iteration 33Q (101314.500000 sec): 3 clusters
  Score: Raw -1336737.172417 + Penalty 3043.830808 = -1333693.341608
  nChanged 23
		SP:Iteration 34Q (101314.690000 sec): 3 clusters
  Score: Raw -1336742.276503 + Penalty 3043.830808 = -1333698.445695
  nChanged 18
		SP:Iteration 35Q (101314.910000 sec): 3 clusters
  Score: Raw -1336745.448471 + Penalty 3043.830808 = -1333701.617663
  nChanged 14
		SP:Iteration 36Q (101315.120000 sec): 3 clusters
  Score: Raw -1336749.084594 + Penalty 3043.830808 = -1333705.253786
  nChanged 14
		SP:Iteration 37Q (101315.320000 sec): 3 clusters
  Score: Raw -1336751.520858 + Penalty 3043.830808 = -1333707.690050
  nChanged 11
		SP:Iteration 38Q (101315.570000 sec): 3 clusters
  Score: Raw -1336753.554367 + Penalty 3043.830808 = -1333709.723558
  nChanged 8
		SP:Iteration 39Q (101315.830000 sec): 3 clusters
  Score: Raw -1336755.163313 + Penalty 3043.830808 = -1333711.332505
  nChanged 8
		SP:Iteration 40F (101316.070000 sec): 3 clusters
  Score: Raw -1336756.722100 + Penalty 3043.830808 = -1333712.891292
  nChanged 7
		SP:Iteration 41Q (101316.310000 sec): 3 clusters
  Score: Raw -1336758.300546 + Penalty 3043.830808 = -1333714.469737
  nChanged 9
		SP:Iteration 42Q (101316.500000 sec): 3 clusters
  Score: Raw -1336759.784697 + Penalty 3043.830808 = -1333715.953889
  nChanged 5
		SP:Iteration 43Q (101316.760000 sec): 3 clusters
  Score: Raw -1336760.324460 + Penalty 3043.830808 = -1333716.493652
  nChanged 2
		SP:Iteration 44Q (101317.040000 sec): 3 clusters
  Score: Raw -1336760.588414 + Penalty 3043.830808 = -1333716.757606
  nChanged 4
		SP:Iteration 45Q (101317.230000 sec): 3 clusters
  Score: Raw -1336761.072796 + Penalty 3043.830808 = -1333717.241987
  nChanged 5
		SP:Iteration 46Q (101317.380000 sec): 3 clusters
  Score: Raw -1336761.881429 + Penalty 3043.830808 = -1333718.050620
  nChanged 6
		SP:Iteration 47Q (101317.610000 sec): 3 clusters
  Score: Raw -1336762.787526 + Penalty 3043.830808 = -1333718.956718
  nChanged 6
		SP:Iteration 48Q (101317.880000 sec): 3 clusters
  Score: Raw -1336764.852178 + Penalty 3043.830808 = -1333721.021369
  nChanged 7
		SP:Iteration 49Q (101318.070000 sec): 3 clusters
  Score: Raw -1336766.492730 + Penalty 3043.830808 = -1333722.661922
  nChanged 10
		SP:Iteration 50Q (101318.310000 sec): 3 clusters
  Score: Raw -1336768.300828 + Penalty 3043.830808 = -1333724.470020
  nChanged 6
		SP:Iteration 51Q (101318.540000 sec): 3 clusters
  Score: Raw -1336769.536229 + Penalty 3043.830808 = -1333725.705421
  nChanged 10
		SP:Iteration 52Q (101318.780000 sec): 3 clusters
  Score: Raw -1336771.981136 + Penalty 3043.830808 = -1333728.150328
  nChanged 11
		SP:Iteration 53Q (101318.940000 sec): 3 clusters
  Score: Raw -1336775.197453 + Penalty 3043.830808 = -1333731.366645
  nChanged 15
		SP:Iteration 54Q (101319.150000 sec): 3 clusters
  Score: Raw -1336779.176980 + Penalty 3043.830808 = -1333735.346171
  nChanged 13
		SP:Iteration 55Q (101319.330000 sec): 3 clusters
  Score: Raw -1336782.299237 + Penalty 3043.830808 = -1333738.468429
  nChanged 13
		SP:Iteration 56Q (101319.510000 sec): 3 clusters
  Score: Raw -1336785.770093 + Penalty 3043.830808 = -1333741.939285
  nChanged 15
		SP:Iteration 57Q (101319.730000 sec): 3 clusters
  Score: Raw -1336789.233647 + Penalty 3043.830808 = -1333745.402838
  nChanged 11
		SP:Iteration 58Q (101319.950000 sec): 3 clusters
  Score: Raw -1336791.455003 + Penalty 3043.830808 = -1333747.624195
  nChanged 6
		SP:Iteration 59Q (101320.190000 sec): 3 clusters
  Score: Raw -1336792.771296 + Penalty 3043.830808 = -1333748.940488
  nChanged 5
		SP:Iteration 60F (101320.420000 sec): 3 clusters
  Score: Raw -1336793.973125 + Penalty 3043.830808 = -1333750.142317
  nChanged 6
		SP:Iteration 61Q (101320.620000 sec): 3 clusters
  Score: Raw -1336794.914399 + Penalty 3043.830808 = -1333751.083591
  nChanged 6
		SP:Iteration 62Q (101320.850000 sec): 3 clusters
  Score: Raw -1336796.075433 + Penalty 3043.830808 = -1333752.244624
  nChanged 3
		SP:Iteration 63Q (101321.030000 sec): 3 clusters
  Score: Raw -1336796.482226 + Penalty 3043.830808 = -1333752.651417
  nChanged 0
		SP:Iteration 64F (101321.270000 sec): 3 clusters
  Score: Raw -1336796.482226 + Penalty 3043.830808 = -1333752.651417
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (29643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101321.480000 sec): 2 clusters
  Score: Raw -3628430.859306 + Penalty 1673.259459 = -3626757.599846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101321.810000 sec): 3 clusters
  Score: Raw -3610085.711892 + Penalty 3346.518919 = -3606739.192973
  nChanged 13713
		SP:Iteration 1F (101322.210000 sec): 3 clusters
  Score: Raw -3617472.358085 + Penalty 3346.518919 = -3614125.839166
  nChanged 1295
		SP:Iteration 2Q (101322.540000 sec): 3 clusters
  Score: Raw -3617864.315828 + Penalty 3346.518919 = -3614517.796909
  nChanged 1276
		SP:Iteration 3Q (101322.910000 sec): 3 clusters
  Score: Raw -3618296.006657 + Penalty 3346.518919 = -3614949.487738
  nChanged 1396
		SP:Iteration 4Q (101323.240000 sec): 3 clusters
  Score: Raw -3618891.153222 + Penalty 3346.518919 = -3615544.634303
  nChanged 1601
		SP:Iteration 5F (101323.550000 sec): 3 clusters
  Score: Raw -3619714.867139 + Penalty 3346.518919 = -3616368.348220
  nChanged 1883
		SP:Iteration 6F (101323.860000 sec): 3 clusters
  Score: Raw -3620836.939333 + Penalty 3346.518919 = -3617490.420415
  nChanged 2060
		SP:Iteration 7F (101324.150000 sec): 3 clusters
  Score: Raw -3622177.567023 + Penalty 3346.518919 = -3618831.048104
  nChanged 2032
		SP:Iteration 8F (101324.420000 sec): 3 clusters
  Score: Raw -3623391.111997 + Penalty 3346.518919 = -3620044.593079
  nChanged 1635
		SP:Iteration 9F (101324.770000 sec): 3 clusters
  Score: Raw -3624256.602771 + Penalty 3346.518919 = -3620910.083852
  nChanged 1298
		SP:Iteration 10Q (101325.100000 sec): 3 clusters
  Score: Raw -3624837.562831 + Penalty 3346.518919 = -3621491.043912
  nChanged 1002
		SP:Iteration 11Q (101325.450000 sec): 3 clusters
  Score: Raw -3625272.740733 + Penalty 3346.518919 = -3621926.221814
  nChanged 853
		SP:Iteration 12Q (101325.760000 sec): 3 clusters
  Score: Raw -3625646.770919 + Penalty 3346.518919 = -3622300.252000
  nChanged 772
		SP:Iteration 13Q (101326.080000 sec): 3 clusters
  Score: Raw -3625989.062022 + Penalty 3346.518919 = -3622642.543103
  nChanged 705
		SP:Iteration 14Q (101326.430000 sec): 3 clusters
  Score: Raw -3626290.000867 + Penalty 3346.518919 = -3622943.481948
  nChanged 655
		SP:Iteration 15Q (101326.710000 sec): 3 clusters
  Score: Raw -3626612.629734 + Penalty 3346.518919 = -3623266.110815
  nChanged 637
		SP:Iteration 16Q (101327.030000 sec): 3 clusters
  Score: Raw -3626940.693808 + Penalty 3346.518919 = -3623594.174889
  nChanged 595
		SP:Iteration 17Q (101327.400000 sec): 3 clusters
  Score: Raw -3627266.256570 + Penalty 3346.518919 = -3623919.737651
  nChanged 547
		SP:Iteration 18Q (101327.750000 sec): 3 clusters
  Score: Raw -3627568.248458 + Penalty 3346.518919 = -3624221.729539
  nChanged 456
		SP:Iteration 19Q (101328.110000 sec): 3 clusters
  Score: Raw -3627831.403046 + Penalty 3346.518919 = -3624484.884128
  nChanged 377
		SP:Iteration 20F (101328.450000 sec): 3 clusters
  Score: Raw -3628067.409562 + Penalty 3346.518919 = -3624720.890643
  nChanged 290
		SP:Iteration 21Q (101328.740000 sec): 3 clusters
  Score: Raw -3628254.556150 + Penalty 3346.518919 = -3624908.037232
  nChanged 203
		SP:Iteration 22Q (101329.090000 sec): 3 clusters
  Score: Raw -3628381.154832 + Penalty 3346.518919 = -3625034.635913
  nChanged 137
		SP:Iteration 23Q (101329.430000 sec): 3 clusters
  Score: Raw -3628477.210440 + Penalty 3346.518919 = -3625130.691521
  nChanged 113
		SP:Iteration 24Q (101329.690000 sec): 3 clusters
  Score: Raw -3628552.257861 + Penalty 3346.518919 = -3625205.738942
  nChanged 73
		SP:Iteration 25Q (101330.020000 sec): 3 clusters
  Score: Raw -3628594.060169 + Penalty 3346.518919 = -3625247.541250
  nChanged 53
		SP:Iteration 26Q (101330.290000 sec): 3 clusters
  Score: Raw -3628626.324405 + Penalty 3346.518919 = -3625279.805486
  nChanged 40
		SP:Iteration 27Q (101330.630000 sec): 3 clusters
  Score: Raw -3628649.917700 + Penalty 3346.518919 = -3625303.398782
  nChanged 36
		SP:Iteration 28Q (101330.930000 sec): 3 clusters
  Score: Raw -3628667.730527 + Penalty 3346.518919 = -3625321.211608
  nChanged 24
		SP:Iteration 29Q (101331.230000 sec): 3 clusters
  Score: Raw -3628677.844158 + Penalty 3346.518919 = -3625331.325239
  nChanged 15
		SP:Iteration 30Q (101331.550000 sec): 3 clusters
  Score: Raw -3628684.156673 + Penalty 3346.518919 = -3625337.637754
  nChanged 13
		SP:Iteration 31Q (101331.850000 sec): 3 clusters
  Score: Raw -3628690.860702 + Penalty 3346.518919 = -3625344.341783
  nChanged 10
		SP:Iteration 32Q (101332.150000 sec): 3 clusters
  Score: Raw -3628694.353708 + Penalty 3346.518919 = -3625347.834789
  nChanged 6
		SP:Iteration 33Q (101332.420000 sec): 3 clusters
  Score: Raw -3628696.802577 + Penalty 3346.518919 = -3625350.283658
  nChanged 5
		SP:Iteration 34Q (101332.730000 sec): 3 clusters
  Score: Raw -3628698.409432 + Penalty 3346.518919 = -3625351.890513
  nChanged 5
		SP:Iteration 35Q (101333.050000 sec): 3 clusters
  Score: Raw -3628701.203410 + Penalty 3346.518919 = -3625354.684491
  nChanged 5
		SP:Iteration 36Q (101333.350000 sec): 3 clusters
  Score: Raw -3628702.681309 + Penalty 3346.518919 = -3625356.162390
  nChanged 0
		SP:Iteration 37F (101333.670000 sec): 3 clusters
  Score: Raw -3628702.681309 + Penalty 3346.518919 = -3625356.162390
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (23475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101333.850000 sec): 2 clusters
  Score: Raw -2766264.244608 + Penalty 1635.349837 = -2764628.894772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101334.150000 sec): 3 clusters
  Score: Raw -2752018.328859 + Penalty 3270.699674 = -2748747.629185
  nChanged 10699
		SP:Iteration 1F (101334.460000 sec): 3 clusters
  Score: Raw -2757878.386496 + Penalty 3270.699674 = -2754607.686822
  nChanged 1262
		SP:Iteration 2F (101334.760000 sec): 3 clusters
  Score: Raw -2758490.766452 + Penalty 3270.699674 = -2755220.066778
  nChanged 1355
		SP:Iteration 3F (101335.040000 sec): 3 clusters
  Score: Raw -2759274.625552 + Penalty 3270.699674 = -2756003.925878
  nChanged 1459
		SP:Iteration 4F (101335.370000 sec): 3 clusters
  Score: Raw -2760204.639871 + Penalty 3270.699674 = -2756933.940198
  nChanged 1514
		SP:Iteration 5F (101335.670000 sec): 3 clusters
  Score: Raw -2761119.429340 + Penalty 3270.699674 = -2757848.729666
  nChanged 1417
		SP:Iteration 6F (101335.960000 sec): 3 clusters
  Score: Raw -2761915.308334 + Penalty 3270.699674 = -2758644.608660
  nChanged 1279
		SP:Iteration 7F (101336.270000 sec): 3 clusters
  Score: Raw -2762616.427398 + Penalty 3270.699674 = -2759345.727724
  nChanged 1085
		SP:Iteration 8Q (101336.620000 sec): 3 clusters
  Score: Raw -2763148.777687 + Penalty 3270.699674 = -2759878.078013
  nChanged 914
		SP:Iteration 9Q (101336.940000 sec): 3 clusters
  Score: Raw -2763545.967291 + Penalty 3270.699674 = -2760275.267618
  nChanged 752
		SP:Iteration 10Q (101337.200000 sec): 3 clusters
  Score: Raw -2763834.599403 + Penalty 3270.699674 = -2760563.899729
  nChanged 589
		SP:Iteration 11Q (101337.530000 sec): 3 clusters
  Score: Raw -2764041.027877 + Penalty 3270.699674 = -2760770.328203
  nChanged 531
		SP:Iteration 12Q (101337.810000 sec): 3 clusters
  Score: Raw -2764210.755104 + Penalty 3270.699674 = -2760940.055430
  nChanged 449
		SP:Iteration 13Q (101338.100000 sec): 3 clusters
  Score: Raw -2764335.486980 + Penalty 3270.699674 = -2761064.787307
  nChanged 339
		SP:Iteration 14Q (101338.390000 sec): 3 clusters
  Score: Raw -2764421.320939 + Penalty 3270.699674 = -2761150.621265
  nChanged 276
		SP:Iteration 15Q (101338.640000 sec): 3 clusters
  Score: Raw -2764479.266962 + Penalty 3270.699674 = -2761208.567288
  nChanged 232
		SP:Iteration 16Q (101338.940000 sec): 3 clusters
  Score: Raw -2764529.149768 + Penalty 3270.699674 = -2761258.450094
  nChanged 199
		SP:Iteration 17Q (101339.210000 sec): 3 clusters
  Score: Raw -2764568.237463 + Penalty 3270.699674 = -2761297.537789
  nChanged 193
		SP:Iteration 18Q (101339.510000 sec): 3 clusters
  Score: Raw -2764603.907213 + Penalty 3270.699674 = -2761333.207539
  nChanged 195
		SP:Iteration 19Q (101339.790000 sec): 3 clusters
  Score: Raw -2764646.921962 + Penalty 3270.699674 = -2761376.222288
  nChanged 216
		SP:Iteration 20F (101340.040000 sec): 3 clusters
  Score: Raw -2764691.105533 + Penalty 3270.699674 = -2761420.405859
  nChanged 211
		SP:Iteration 21Q (101340.330000 sec): 3 clusters
  Score: Raw -2764739.445665 + Penalty 3270.699674 = -2761468.745991
  nChanged 213
		SP:Iteration 22Q (101340.640000 sec): 3 clusters
  Score: Raw -2764793.474747 + Penalty 3270.699674 = -2761522.775073
  nChanged 219
		SP:Iteration 23Q (101340.930000 sec): 3 clusters
  Score: Raw -2764848.493677 + Penalty 3270.699674 = -2761577.794004
  nChanged 235
		SP:Iteration 24Q (101341.270000 sec): 3 clusters
  Score: Raw -2764907.358421 + Penalty 3270.699674 = -2761636.658747
  nChanged 235
		SP:Iteration 25Q (101341.510000 sec): 3 clusters
  Score: Raw -2764971.510752 + Penalty 3270.699674 = -2761700.811079
  nChanged 254
		SP:Iteration 26Q (101341.810000 sec): 3 clusters
  Score: Raw -2765042.096482 + Penalty 3270.699674 = -2761771.396809
  nChanged 283
		SP:Iteration 27Q (101342.110000 sec): 3 clusters
  Score: Raw -2765132.673490 + Penalty 3270.699674 = -2761861.973816
  nChanged 305
		SP:Iteration 28Q (101342.400000 sec): 3 clusters
  Score: Raw -2765238.316653 + Penalty 3270.699674 = -2761967.616979
  nChanged 320
		SP:Iteration 29Q (101342.630000 sec): 3 clusters
  Score: Raw -2765345.181874 + Penalty 3270.699674 = -2762074.482200
  nChanged 294
		SP:Iteration 30Q (101342.930000 sec): 3 clusters
  Score: Raw -2765441.998896 + Penalty 3270.699674 = -2762171.299222
  nChanged 301
		SP:Iteration 31Q (101343.260000 sec): 3 clusters
  Score: Raw -2765554.326562 + Penalty 3270.699674 = -2762283.626888
  nChanged 305
		SP:Iteration 32Q (101343.550000 sec): 3 clusters
  Score: Raw -2765669.722460 + Penalty 3270.699674 = -2762399.022786
  nChanged 302
		SP:Iteration 33Q (101343.790000 sec): 3 clusters
  Score: Raw -2765787.246488 + Penalty 3270.699674 = -2762516.546814
  nChanged 311
		SP:Iteration 34Q (101344.090000 sec): 3 clusters
  Score: Raw -2765904.941921 + Penalty 3270.699674 = -2762634.242247
  nChanged 302
		SP:Iteration 35Q (101344.410000 sec): 3 clusters
  Score: Raw -2766010.930155 + Penalty 3270.699674 = -2762740.230481
  nChanged 269
		SP:Iteration 36Q (101344.690000 sec): 3 clusters
  Score: Raw -2766099.982054 + Penalty 3270.699674 = -2762829.282380
  nChanged 216
		SP:Iteration 37Q (101344.970000 sec): 3 clusters
  Score: Raw -2766167.322206 + Penalty 3270.699674 = -2762896.622532
  nChanged 197
		SP:Iteration 38Q (101345.230000 sec): 3 clusters
  Score: Raw -2766227.768463 + Penalty 3270.699674 = -2762957.068789
  nChanged 192
		SP:Iteration 39Q (101345.510000 sec): 3 clusters
  Score: Raw -2766286.666379 + Penalty 3270.699674 = -2763015.966706
  nChanged 187
		SP:Iteration 40F (101345.790000 sec): 3 clusters
  Score: Raw -2766347.963702 + Penalty 3270.699674 = -2763077.264028
  nChanged 174
		SP:Iteration 41Q (101346.110000 sec): 3 clusters
  Score: Raw -2766402.675739 + Penalty 3270.699674 = -2763131.976066
  nChanged 186
		SP:Iteration 42Q (101346.410000 sec): 3 clusters
  Score: Raw -2766462.978778 + Penalty 3270.699674 = -2763192.279104
  nChanged 202
		SP:Iteration 43Q (101346.690000 sec): 3 clusters
  Score: Raw -2766535.187230 + Penalty 3270.699674 = -2763264.487556
  nChanged 195
		SP:Iteration 44Q (101347.000000 sec): 3 clusters
  Score: Raw -2766602.512188 + Penalty 3270.699674 = -2763331.812514
  nChanged 216
		SP:Iteration 45Q (101347.300000 sec): 3 clusters
  Score: Raw -2766678.716571 + Penalty 3270.699674 = -2763408.016897
  nChanged 190
		SP:Iteration 46Q (101347.610000 sec): 3 clusters
  Score: Raw -2766738.179281 + Penalty 3270.699674 = -2763467.479607
  nChanged 171
		SP:Iteration 47Q (101347.880000 sec): 3 clusters
  Score: Raw -2766800.950853 + Penalty 3270.699674 = -2763530.251179
  nChanged 175
		SP:Iteration 48Q (101348.160000 sec): 3 clusters
  Score: Raw -2766857.029874 + Penalty 3270.699674 = -2763586.330200
  nChanged 144
		SP:Iteration 49Q (101348.470000 sec): 3 clusters
  Score: Raw -2766907.181749 + Penalty 3270.699674 = -2763636.482076
  nChanged 166
		SP:Iteration 50Q (101348.760000 sec): 3 clusters
  Score: Raw -2766963.661570 + Penalty 3270.699674 = -2763692.961896
  nChanged 144
		SP:Iteration 51Q (101349.050000 sec): 3 clusters
  Score: Raw -2767005.264120 + Penalty 3270.699674 = -2763734.564447
  nChanged 102
		SP:Iteration 52Q (101349.360000 sec): 3 clusters
  Score: Raw -2767035.717742 + Penalty 3270.699674 = -2763765.018068
  nChanged 114
		SP:Iteration 53Q (101349.720000 sec): 3 clusters
  Score: Raw -2767073.049953 + Penalty 3270.699674 = -2763802.350279
  nChanged 120
		SP:Iteration 54Q (101349.950000 sec): 3 clusters
  Score: Raw -2767114.362827 + Penalty 3270.699674 = -2763843.663153
  nChanged 98
		SP:Iteration 55Q (101350.270000 sec): 3 clusters
  Score: Raw -2767145.310104 + Penalty 3270.699674 = -2763874.610430
  nChanged 81
		SP:Iteration 56Q (101350.570000 sec): 3 clusters
  Score: Raw -2767169.992302 + Penalty 3270.699674 = -2763899.292628
  nChanged 70
		SP:Iteration 57Q (101350.870000 sec): 3 clusters
  Score: Raw -2767191.743418 + Penalty 3270.699674 = -2763921.043744
  nChanged 57
		SP:Iteration 58Q (101351.130000 sec): 3 clusters
  Score: Raw -2767209.980538 + Penalty 3270.699674 = -2763939.280864
  nChanged 62
		SP:Iteration 59Q (101351.390000 sec): 3 clusters
  Score: Raw -2767230.659104 + Penalty 3270.699674 = -2763959.959431
  nChanged 52
		SP:Iteration 60F (101351.700000 sec): 3 clusters
  Score: Raw -2767245.742046 + Penalty 3270.699674 = -2763975.042372
  nChanged 39
		SP:Iteration 61Q (101351.990000 sec): 3 clusters
  Score: Raw -2767254.712919 + Penalty 3270.699674 = -2763984.013245
  nChanged 26
		SP:Iteration 62Q (101352.290000 sec): 3 clusters
  Score: Raw -2767263.157172 + Penalty 3270.699674 = -2763992.457498
  nChanged 31
		SP:Iteration 63Q (101352.600000 sec): 3 clusters
  Score: Raw -2767272.135735 + Penalty 3270.699674 = -2764001.436061
  nChanged 31
		SP:Iteration 64Q (101352.860000 sec): 3 clusters
  Score: Raw -2767279.722009 + Penalty 3270.699674 = -2764009.022336
  nChanged 25
		SP:Iteration 65Q (101353.190000 sec): 3 clusters
  Score: Raw -2767287.212703 + Penalty 3270.699674 = -2764016.513029
  nChanged 26
		SP:Iteration 66Q (101353.550000 sec): 3 clusters
  Score: Raw -2767295.381942 + Penalty 3270.699674 = -2764024.682269
  nChanged 26
		SP:Iteration 67Q (101353.860000 sec): 3 clusters
  Score: Raw -2767302.649295 + Penalty 3270.699674 = -2764031.949621
  nChanged 29
		SP:Iteration 68Q (101354.200000 sec): 3 clusters
  Score: Raw -2767309.766209 + Penalty 3270.699674 = -2764039.066535
  nChanged 26
		SP:Iteration 69Q (101354.520000 sec): 3 clusters
  Score: Raw -2767316.301979 + Penalty 3270.699674 = -2764045.602305
  nChanged 21
		SP:Iteration 70Q (101354.840000 sec): 3 clusters
  Score: Raw -2767320.808985 + Penalty 3270.699674 = -2764050.109311
  nChanged 16
		SP:Iteration 71Q (101355.180000 sec): 3 clusters
  Score: Raw -2767324.929868 + Penalty 3270.699674 = -2764054.230194
  nChanged 16
		SP:Iteration 72Q (101355.480000 sec): 3 clusters
  Score: Raw -2767329.495177 + Penalty 3270.699674 = -2764058.795503
  nChanged 11
		SP:Iteration 73Q (101355.760000 sec): 3 clusters
  Score: Raw -2767331.231967 + Penalty 3270.699674 = -2764060.532293
  nChanged 5
		SP:Iteration 74Q (101356.030000 sec): 3 clusters
  Score: Raw -2767332.157986 + Penalty 3270.699674 = -2764061.458312
  nChanged 2
		SP:Iteration 75Q (101356.320000 sec): 3 clusters
  Score: Raw -2767332.380470 + Penalty 3270.699674 = -2764061.680797
  nChanged 2
		SP:Iteration 76Q (101356.570000 sec): 3 clusters
  Score: Raw -2767333.068122 + Penalty 3270.699674 = -2764062.368449
  nChanged 2
		SP:Iteration 77Q (101356.880000 sec): 3 clusters
  Score: Raw -2767333.459945 + Penalty 3270.699674 = -2764062.760271
  nChanged 3
		SP:Iteration 78Q (101357.130000 sec): 3 clusters
  Score: Raw -2767334.208147 + Penalty 3270.699674 = -2764063.508473
  nChanged 4
		SP:Iteration 79Q (101357.410000 sec): 3 clusters
  Score: Raw -2767334.807527 + Penalty 3270.699674 = -2764064.107853
  nChanged 4
		SP:Iteration 80F (101357.760000 sec): 3 clusters
  Score: Raw -2767335.593299 + Penalty 3270.699674 = -2764064.893625
  nChanged 3
		SP:Iteration 81Q (101358.070000 sec): 3 clusters
  Score: Raw -2767336.142486 + Penalty 3270.699674 = -2764065.442812
  nChanged 1
		SP:Iteration 82Q (101358.350000 sec): 3 clusters
  Score: Raw -2767336.347967 + Penalty 3270.699674 = -2764065.648293
  nChanged 3
		SP:Iteration 83Q (101358.650000 sec): 3 clusters
  Score: Raw -2767337.146850 + Penalty 3270.699674 = -2764066.447176
  nChanged 9
		SP:Iteration 84Q (101358.950000 sec): 3 clusters
  Score: Raw -2767338.936861 + Penalty 3270.699674 = -2764068.237187
  nChanged 5
		SP:Iteration 85Q (101359.260000 sec): 3 clusters
  Score: Raw -2767339.575853 + Penalty 3270.699674 = -2764068.876179
  nChanged 1
		SP:Iteration 86Q (101359.650000 sec): 3 clusters
  Score: Raw -2767339.710137 + Penalty 3270.699674 = -2764069.010463
  nChanged 2
		SP:Iteration 87Q (101359.890000 sec): 3 clusters
  Score: Raw -2767340.160588 + Penalty 3270.699674 = -2764069.460914
  nChanged 4
		SP:Iteration 88Q (101360.210000 sec): 3 clusters
  Score: Raw -2767340.834833 + Penalty 3270.699674 = -2764070.135159
  nChanged 3
		SP:Iteration 89Q (101360.530000 sec): 3 clusters
  Score: Raw -2767341.331127 + Penalty 3270.699674 = -2764070.631453
  nChanged 0
		SP:Iteration 90F (101360.830000 sec): 3 clusters
  Score: Raw -2767341.331127 + Penalty 3270.699674 = -2764070.631453
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101361.060000 sec): 2 clusters
  Score: Raw -2107370.123500 + Penalty 1593.892998 = -2105776.230502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101361.340000 sec): 3 clusters
  Score: Raw -2096465.224285 + Penalty 3187.785996 = -2093277.438289
  nChanged 8325
		SP:Iteration 1F (101361.640000 sec): 3 clusters
  Score: Raw -2101016.321726 + Penalty 3187.785996 = -2097828.535730
  nChanged 1049
		SP:Iteration 2F (101361.980000 sec): 3 clusters
  Score: Raw -2101438.678939 + Penalty 3187.785996 = -2098250.892943
  nChanged 906
		SP:Iteration 3Q (101362.260000 sec): 3 clusters
  Score: Raw -2101816.439879 + Penalty 3187.785996 = -2098628.653883
  nChanged 880
		SP:Iteration 4Q (101362.550000 sec): 3 clusters
  Score: Raw -2102210.748038 + Penalty 3187.785996 = -2099022.962043
  nChanged 840
		SP:Iteration 5Q (101362.840000 sec): 3 clusters
  Score: Raw -2102642.749339 + Penalty 3187.785996 = -2099454.963343
  nChanged 848
		SP:Iteration 6Q (101363.110000 sec): 3 clusters
  Score: Raw -2103106.244584 + Penalty 3187.785996 = -2099918.458588
  nChanged 856
		SP:Iteration 7Q (101363.360000 sec): 3 clusters
  Score: Raw -2103628.483427 + Penalty 3187.785996 = -2100440.697431
  nChanged 865
		SP:Iteration 8Q (101363.700000 sec): 3 clusters
  Score: Raw -2104168.100381 + Penalty 3187.785996 = -2100980.314385
  nChanged 814
		SP:Iteration 9Q (101364.040000 sec): 3 clusters
  Score: Raw -2104622.376120 + Penalty 3187.785996 = -2101434.590124
  nChanged 676
		SP:Iteration 10Q (101364.310000 sec): 3 clusters
  Score: Raw -2104909.891574 + Penalty 3187.785996 = -2101722.105578
  nChanged 497
		SP:Iteration 11Q (101364.570000 sec): 3 clusters
  Score: Raw -2105089.421007 + Penalty 3187.785996 = -2101901.635011
  nChanged 352
		SP:Iteration 12Q (101364.910000 sec): 3 clusters
  Score: Raw -2105196.627803 + Penalty 3187.785996 = -2102008.841807
  nChanged 265
		SP:Iteration 13Q (101365.250000 sec): 3 clusters
  Score: Raw -2105262.879494 + Penalty 3187.785996 = -2102075.093498
  nChanged 231
		SP:Iteration 14Q (101365.470000 sec): 3 clusters
  Score: Raw -2105314.302625 + Penalty 3187.785996 = -2102126.516630
  nChanged 193
		SP:Iteration 15Q (101365.800000 sec): 3 clusters
  Score: Raw -2105362.103375 + Penalty 3187.785996 = -2102174.317380
  nChanged 199
		SP:Iteration 16Q (101366.020000 sec): 3 clusters
  Score: Raw -2105414.714776 + Penalty 3187.785996 = -2102226.928780
  nChanged 220
		SP:Iteration 17Q (101366.310000 sec): 3 clusters
  Score: Raw -2105472.654998 + Penalty 3187.785996 = -2102284.869002
  nChanged 209
		SP:Iteration 18Q (101366.600000 sec): 3 clusters
  Score: Raw -2105525.159094 + Penalty 3187.785996 = -2102337.373098
  nChanged 209
		SP:Iteration 19Q (101366.860000 sec): 3 clusters
  Score: Raw -2105579.513071 + Penalty 3187.785996 = -2102391.727076
  nChanged 213
		SP:Iteration 20F (101367.130000 sec): 3 clusters
  Score: Raw -2105635.392139 + Penalty 3187.785996 = -2102447.606143
  nChanged 224
		SP:Iteration 21Q (101367.400000 sec): 3 clusters
  Score: Raw -2105700.160585 + Penalty 3187.785996 = -2102512.374590
  nChanged 212
		SP:Iteration 22Q (101367.690000 sec): 3 clusters
  Score: Raw -2105757.968044 + Penalty 3187.785996 = -2102570.182048
  nChanged 223
		SP:Iteration 23Q (101367.970000 sec): 3 clusters
  Score: Raw -2105820.149913 + Penalty 3187.785996 = -2102632.363917
  nChanged 240
		SP:Iteration 24Q (101368.240000 sec): 3 clusters
  Score: Raw -2105891.049688 + Penalty 3187.785996 = -2102703.263693
  nChanged 241
		SP:Iteration 25Q (101368.540000 sec): 3 clusters
  Score: Raw -2105965.200573 + Penalty 3187.785996 = -2102777.414577
  nChanged 238
		SP:Iteration 26Q (101368.830000 sec): 3 clusters
  Score: Raw -2106040.881170 + Penalty 3187.785996 = -2102853.095175
  nChanged 260
		SP:Iteration 27Q (101369.080000 sec): 3 clusters
  Score: Raw -2106129.314032 + Penalty 3187.785996 = -2102941.528036
  nChanged 252
		SP:Iteration 28Q (101369.390000 sec): 3 clusters
  Score: Raw -2106220.645121 + Penalty 3187.785996 = -2103032.859125
  nChanged 265
		SP:Iteration 29Q (101369.690000 sec): 3 clusters
  Score: Raw -2106318.079292 + Penalty 3187.785996 = -2103130.293297
  nChanged 291
		SP:Iteration 30Q (101369.980000 sec): 3 clusters
  Score: Raw -2106440.645013 + Penalty 3187.785996 = -2103252.859017
  nChanged 287
		SP:Iteration 31Q (101370.300000 sec): 3 clusters
  Score: Raw -2106557.902064 + Penalty 3187.785996 = -2103370.116068
  nChanged 282
		SP:Iteration 32Q (101370.600000 sec): 3 clusters
  Score: Raw -2106688.268892 + Penalty 3187.785996 = -2103500.482896
  nChanged 298
		SP:Iteration 33Q (101370.910000 sec): 3 clusters
  Score: Raw -2106856.172817 + Penalty 3187.785996 = -2103668.386821
  nChanged 316
		SP:Iteration 34Q (101371.230000 sec): 3 clusters
  Score: Raw -2107031.893638 + Penalty 3187.785996 = -2103844.107642
  nChanged 301
		SP:Iteration 35Q (101371.490000 sec): 3 clusters
  Score: Raw -2107213.848800 + Penalty 3187.785996 = -2104026.062805
  nChanged 278
		SP:Iteration 36Q (101371.800000 sec): 3 clusters
  Score: Raw -2107400.194894 + Penalty 3187.785996 = -2104212.408899
  nChanged 239
		SP:Iteration 37Q (101372.070000 sec): 3 clusters
  Score: Raw -2107543.318569 + Penalty 3187.785996 = -2104355.532573
  nChanged 206
		SP:Iteration 38Q (101372.340000 sec): 3 clusters
  Score: Raw -2107647.314538 + Penalty 3187.785996 = -2104459.528542
  nChanged 176
		SP:Iteration 39Q (101372.600000 sec): 3 clusters
  Score: Raw -2107726.516628 + Penalty 3187.785996 = -2104538.730632
  nChanged 150
		SP:Iteration 40F (101372.930000 sec): 3 clusters
  Score: Raw -2107816.578329 + Penalty 3187.785996 = -2104628.792333
  nChanged 138
		SP:Iteration 41Q (101373.240000 sec): 3 clusters
  Score: Raw -2107895.200341 + Penalty 3187.785996 = -2104707.414346
  nChanged 156
		SP:Iteration 42Q (101373.520000 sec): 3 clusters
  Score: Raw -2107963.948567 + Penalty 3187.785996 = -2104776.162571
  nChanged 134
		SP:Iteration 43Q (101373.890000 sec): 3 clusters
  Score: Raw -2108018.209869 + Penalty 3187.785996 = -2104830.423873
  nChanged 99
		SP:Iteration 44Q (101374.180000 sec): 3 clusters
  Score: Raw -2108052.959914 + Penalty 3187.785996 = -2104865.173919
  nChanged 76
		SP:Iteration 45Q (101374.450000 sec): 3 clusters
  Score: Raw -2108081.008464 + Penalty 3187.785996 = -2104893.222468
  nChanged 72
		SP:Iteration 46Q (101374.740000 sec): 3 clusters
  Score: Raw -2108111.927781 + Penalty 3187.785996 = -2104924.141786
  nChanged 70
		SP:Iteration 47Q (101375.010000 sec): 3 clusters
  Score: Raw -2108136.681914 + Penalty 3187.785996 = -2104948.895918
  nChanged 52
		SP:Iteration 48Q (101375.290000 sec): 3 clusters
  Score: Raw -2108148.649076 + Penalty 3187.785996 = -2104960.863080
  nChanged 42
		SP:Iteration 49Q (101375.580000 sec): 3 clusters
  Score: Raw -2108157.187086 + Penalty 3187.785996 = -2104969.401090
  nChanged 38
		SP:Iteration 50Q (101375.850000 sec): 3 clusters
  Score: Raw -2108163.877691 + Penalty 3187.785996 = -2104976.091695
  nChanged 31
		SP:Iteration 51Q (101376.210000 sec): 3 clusters
  Score: Raw -2108170.205365 + Penalty 3187.785996 = -2104982.419369
  nChanged 35
		SP:Iteration 52Q (101376.470000 sec): 3 clusters
  Score: Raw -2108177.564627 + Penalty 3187.785996 = -2104989.778631
  nChanged 33
		SP:Iteration 53Q (101376.770000 sec): 3 clusters
  Score: Raw -2108183.407781 + Penalty 3187.785996 = -2104995.621786
  nChanged 33
		SP:Iteration 54Q (101377.120000 sec): 3 clusters
  Score: Raw -2108189.304077 + Penalty 3187.785996 = -2105001.518081
  nChanged 24
		SP:Iteration 55Q (101377.410000 sec): 3 clusters
  Score: Raw -2108192.121325 + Penalty 3187.785996 = -2105004.335329
  nChanged 16
		SP:Iteration 56Q (101377.730000 sec): 3 clusters
  Score: Raw -2108193.890428 + Penalty 3187.785996 = -2105006.104432
  nChanged 15
		SP:Iteration 57Q (101378.010000 sec): 3 clusters
  Score: Raw -2108195.430325 + Penalty 3187.785996 = -2105007.644329
  nChanged 7
		SP:Iteration 58Q (101378.320000 sec): 3 clusters
  Score: Raw -2108196.493703 + Penalty 3187.785996 = -2105008.707708
  nChanged 11
		SP:Iteration 59Q (101378.630000 sec): 3 clusters
  Score: Raw -2108197.956705 + Penalty 3187.785996 = -2105010.170709
  nChanged 6
		SP:Iteration 60F (101378.920000 sec): 3 clusters
  Score: Raw -2108198.741220 + Penalty 3187.785996 = -2105010.955225
  nChanged 5
		SP:Iteration 61Q (101379.160000 sec): 3 clusters
  Score: Raw -2108199.572959 + Penalty 3187.785996 = -2105011.786963
  nChanged 4
		SP:Iteration 62Q (101379.400000 sec): 3 clusters
  Score: Raw -2108200.408785 + Penalty 3187.785996 = -2105012.622789
  nChanged 7
		SP:Iteration 63Q (101379.690000 sec): 3 clusters
  Score: Raw -2108201.312079 + Penalty 3187.785996 = -2105013.526083
  nChanged 4
		SP:Iteration 64Q (101379.970000 sec): 3 clusters
  Score: Raw -2108201.748743 + Penalty 3187.785996 = -2105013.962747
  nChanged 5
		SP:Iteration 65Q (101380.260000 sec): 3 clusters
  Score: Raw -2108202.398372 + Penalty 3187.785996 = -2105014.612376
  nChanged 7
		SP:Iteration 66Q (101380.520000 sec): 3 clusters
  Score: Raw -2108203.377640 + Penalty 3187.785996 = -2105015.591644
  nChanged 6
		SP:Iteration 67Q (101380.750000 sec): 3 clusters
  Score: Raw -2108203.881271 + Penalty 3187.785996 = -2105016.095275
  nChanged 5
		SP:Iteration 68Q (101380.970000 sec): 3 clusters
  Score: Raw -2108204.325682 + Penalty 3187.785996 = -2105016.539686
  nChanged 2
		SP:Iteration 69Q (101381.260000 sec): 3 clusters
  Score: Raw -2108204.458037 + Penalty 3187.785996 = -2105016.672041
  nChanged 2
		SP:Iteration 70Q (101381.480000 sec): 3 clusters
  Score: Raw -2108204.610225 + Penalty 3187.785996 = -2105016.824229
  nChanged 1
		SP:Iteration 71Q (101381.750000 sec): 3 clusters
  Score: Raw -2108204.672337 + Penalty 3187.785996 = -2105016.886341
  nChanged 1
		SP:Iteration 72Q (101382.030000 sec): 3 clusters
  Score: Raw -2108204.755784 + Penalty 3187.785996 = -2105016.969789
  nChanged 1
		SP:Iteration 73Q (101382.300000 sec): 3 clusters
  Score: Raw -2108204.794818 + Penalty 3187.785996 = -2105017.008822
  nChanged 1
		SP:Iteration 74Q (101382.550000 sec): 3 clusters
  Score: Raw -2108204.890379 + Penalty 3187.785996 = -2105017.104383
  nChanged 0
		SP:Iteration 75F (101382.850000 sec): 3 clusters
  Score: Raw -2108204.890379 + Penalty 3187.785996 = -2105017.104383
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101383.030000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101383.190000 sec): 3 clusters
  Score: Raw -59137.941196 + Penalty 2040.519463 = -57097.421733
  nChanged 138
		SP:Iteration 1F (101383.360000 sec): 3 clusters
  Score: Raw -59355.025924 + Penalty 2040.519463 = -57314.506461
  nChanged 42
		SP:Iteration 2F (101383.530000 sec): 3 clusters
  Score: Raw -59447.156562 + Penalty 2040.519463 = -57406.637100
  nChanged 21
		SP:Iteration 3Q (101383.700000 sec): 3 clusters
  Score: Raw -59481.953749 + Penalty 2040.519463 = -57441.434287
  nChanged 12
		SP:Iteration 4Q (101383.890000 sec): 3 clusters
  Score: Raw -59497.181680 + Penalty 2040.519463 = -57456.662217
  nChanged 4
		SP:Iteration 5Q (101384.130000 sec): 3 clusters
  Score: Raw -59502.434566 + Penalty 2040.519463 = -57461.915103
  nChanged 4
		SP:Iteration 6Q (101384.310000 sec): 3 clusters
  Score: Raw -59507.548219 + Penalty 2040.519463 = -57467.028756
  nChanged 3
		SP:Iteration 7Q (101384.500000 sec): 3 clusters
  Score: Raw -59510.361557 + Penalty 2040.519463 = -57469.842094
  nChanged 1
		SP:Iteration 8Q (101384.670000 sec): 3 clusters
  Score: Raw -59510.635590 + Penalty 2040.519463 = -57470.116128
  nChanged 0
		SP:Iteration 9F (101384.860000 sec): 3 clusters
  Score: Raw -59510.635590 + Penalty 2040.519463 = -57470.116128
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (62615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101385.290000 sec): 2 clusters
  Score: Raw -7321609.027873 + Penalty 1794.773524 = -7319814.254349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101385.730000 sec): 3 clusters
  Score: Raw -7281530.787558 + Penalty 3589.547047 = -7277941.240510
  nChanged 29593
		SP:Iteration 1F (101386.240000 sec): 3 clusters
  Score: Raw -7298491.474735 + Penalty 3589.547047 = -7294901.927687
  nChanged 2458
		SP:Iteration 2Q (101386.740000 sec): 3 clusters
  Score: Raw -7299359.943075 + Penalty 3589.547047 = -7295770.396028
  nChanged 2811
		SP:Iteration 3Q (101387.260000 sec): 3 clusters
  Score: Raw -7300654.485211 + Penalty 3589.547047 = -7297064.938163
  nChanged 3360
		SP:Iteration 4F (101387.730000 sec): 3 clusters
  Score: Raw -7302610.887525 + Penalty 3589.547047 = -7299021.340478
  nChanged 4118
		SP:Iteration 5F (101388.250000 sec): 3 clusters
  Score: Raw -7305563.343298 + Penalty 3589.547047 = -7301973.796251
  nChanged 4807
		SP:Iteration 6F (101388.780000 sec): 3 clusters
  Score: Raw -7309501.183364 + Penalty 3589.547047 = -7305911.636317
  nChanged 4993
		SP:Iteration 7F (101389.250000 sec): 3 clusters
  Score: Raw -7313949.413007 + Penalty 3589.547047 = -7310359.865960
  nChanged 4107
		SP:Iteration 8F (101389.750000 sec): 3 clusters
  Score: Raw -7317707.110235 + Penalty 3589.547047 = -7314117.563188
  nChanged 2599
		SP:Iteration 9Q (101390.280000 sec): 3 clusters
  Score: Raw -7320104.133615 + Penalty 3589.547047 = -7316514.586568
  nChanged 1214
		SP:Iteration 10Q (101390.730000 sec): 3 clusters
  Score: Raw -7321191.443919 + Penalty 3589.547047 = -7317601.896872
  nChanged 406
		SP:Iteration 11Q (101391.270000 sec): 3 clusters
  Score: Raw -7321551.410844 + Penalty 3589.547047 = -7317961.863797
  nChanged 162
		SP:Iteration 12Q (101391.740000 sec): 3 clusters
  Score: Raw -7321688.920680 + Penalty 3589.547047 = -7318099.373633
  nChanged 71
		SP:Iteration 13Q (101392.250000 sec): 3 clusters
  Score: Raw -7321753.054059 + Penalty 3589.547047 = -7318163.507012
  nChanged 46
		SP:Iteration 14Q (101392.740000 sec): 3 clusters
  Score: Raw -7321792.522968 + Penalty 3589.547047 = -7318202.975921
  nChanged 27
		SP:Iteration 15Q (101393.190000 sec): 3 clusters
  Score: Raw -7321821.259492 + Penalty 3589.547047 = -7318231.712445
  nChanged 16
		SP:Iteration 16Q (101393.650000 sec): 3 clusters
  Score: Raw -7321841.403629 + Penalty 3589.547047 = -7318251.856582
  nChanged 13
		SP:Iteration 17Q (101394.180000 sec): 3 clusters
  Score: Raw -7321852.658112 + Penalty 3589.547047 = -7318263.111064
  nChanged 11
		SP:Iteration 18Q (101394.690000 sec): 3 clusters
  Score: Raw -7321865.847265 + Penalty 3589.547047 = -7318276.300218
  nChanged 5
		SP:Iteration 19Q (101395.160000 sec): 3 clusters
  Score: Raw -7321870.597791 + Penalty 3589.547047 = -7318281.050744
  nChanged 7
		SP:Iteration 20F (101395.620000 sec): 3 clusters
  Score: Raw -7321877.101549 + Penalty 3589.547047 = -7318287.554502
  nChanged 5
		SP:Iteration 21Q (101396.090000 sec): 3 clusters
  Score: Raw -7321882.802696 + Penalty 3589.547047 = -7318293.255649
  nChanged 5
		SP:Iteration 22Q (101396.560000 sec): 3 clusters
  Score: Raw -7321886.557522 + Penalty 3589.547047 = -7318297.010475
  nChanged 3
		SP:Iteration 23Q (101397.060000 sec): 3 clusters
  Score: Raw -7321890.428775 + Penalty 3589.547047 = -7318300.881728
  nChanged 2
		SP:Iteration 24Q (101397.570000 sec): 3 clusters
  Score: Raw -7321891.896101 + Penalty 3589.547047 = -7318302.349054
  nChanged 1
		SP:Iteration 25Q (101398.020000 sec): 3 clusters
  Score: Raw -7321892.313182 + Penalty 3589.547047 = -7318302.766135
  nChanged 1
		SP:Iteration 26Q (101398.480000 sec): 3 clusters
  Score: Raw -7321892.990818 + Penalty 3589.547047 = -7318303.443771
  nChanged 0
		SP:Iteration 27F (101398.970000 sec): 3 clusters
  Score: Raw -7321892.990818 + Penalty 3589.547047 = -7318303.443771
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (101097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101399.600000 sec): 2 clusters
  Score: Raw -11470595.790505 + Penalty 1872.623306 = -11468723.167199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101400.320000 sec): 3 clusters
  Score: Raw -11404696.075759 + Penalty 3745.246613 = -11400950.829147
  nChanged 48331
		SP:Iteration 1F (101401.020000 sec): 3 clusters
  Score: Raw -11433675.351093 + Penalty 3745.246613 = -11429930.104480
  nChanged 4702
		SP:Iteration 2Q (101401.800000 sec): 3 clusters
  Score: Raw -11435567.328493 + Penalty 3745.246613 = -11431822.081881
  nChanged 5367
		SP:Iteration 3F (101402.530000 sec): 3 clusters
  Score: Raw -11438115.731725 + Penalty 3745.246613 = -11434370.485113
  nChanged 6041
		SP:Iteration 4F (101403.240000 sec): 3 clusters
  Score: Raw -11441631.929977 + Penalty 3745.246613 = -11437886.683365
  nChanged 6762
		SP:Iteration 5F (101403.970000 sec): 3 clusters
  Score: Raw -11446233.156430 + Penalty 3745.246613 = -11442487.909818
  nChanged 6782
		SP:Iteration 6F (101404.710000 sec): 3 clusters
  Score: Raw -11451249.513417 + Penalty 3745.246613 = -11447504.266804
  nChanged 6074
		SP:Iteration 7F (101405.440000 sec): 3 clusters
  Score: Raw -11455747.422164 + Penalty 3745.246613 = -11452002.175552
  nChanged 4891
		SP:Iteration 8Q (101406.200000 sec): 3 clusters
  Score: Raw -11458803.822659 + Penalty 3745.246613 = -11455058.576047
  nChanged 3550
		SP:Iteration 9Q (101406.930000 sec): 3 clusters
  Score: Raw -11460576.790278 + Penalty 3745.246613 = -11456831.543666
  nChanged 2602
		SP:Iteration 10Q (101407.700000 sec): 3 clusters
  Score: Raw -11461724.604404 + Penalty 3745.246613 = -11457979.357791
  nChanged 2141
		SP:Iteration 11Q (101408.350000 sec): 3 clusters
  Score: Raw -11462655.402249 + Penalty 3745.246613 = -11458910.155636
  nChanged 1911
		SP:Iteration 12Q (101409.010000 sec): 3 clusters
  Score: Raw -11463509.587134 + Penalty 3745.246613 = -11459764.340521
  nChanged 1856
		SP:Iteration 13Q (101409.690000 sec): 3 clusters
  Score: Raw -11464344.199334 + Penalty 3745.246613 = -11460598.952721
  nChanged 1829
		SP:Iteration 14Q (101410.310000 sec): 3 clusters
  Score: Raw -11465214.951872 + Penalty 3745.246613 = -11461469.705259
  nChanged 1740
		SP:Iteration 15Q (101411.050000 sec): 3 clusters
  Score: Raw -11466053.169905 + Penalty 3745.246613 = -11462307.923292
  nChanged 1614
		SP:Iteration 16Q (101411.690000 sec): 3 clusters
  Score: Raw -11466865.065581 + Penalty 3745.246613 = -11463119.818969
  nChanged 1525
		SP:Iteration 17Q (101412.400000 sec): 3 clusters
  Score: Raw -11467616.265103 + Penalty 3745.246613 = -11463871.018491
  nChanged 1349
		SP:Iteration 18Q (101413.070000 sec): 3 clusters
  Score: Raw -11468228.425744 + Penalty 3745.246613 = -11464483.179131
  nChanged 1174
		SP:Iteration 19Q (101413.800000 sec): 3 clusters
  Score: Raw -11468750.146462 + Penalty 3745.246613 = -11465004.899849
  nChanged 1031
		SP:Iteration 20F (101414.580000 sec): 3 clusters
  Score: Raw -11469213.056282 + Penalty 3745.246613 = -11465467.809669
  nChanged 951
		SP:Iteration 21Q (101415.230000 sec): 3 clusters
  Score: Raw -11469650.929981 + Penalty 3745.246613 = -11465905.683368
  nChanged 862
		SP:Iteration 22Q (101415.940000 sec): 3 clusters
  Score: Raw -11470064.036337 + Penalty 3745.246613 = -11466318.789725
  nChanged 753
		SP:Iteration 23Q (101416.600000 sec): 3 clusters
  Score: Raw -11470407.995383 + Penalty 3745.246613 = -11466662.748770
  nChanged 620
		SP:Iteration 24Q (101417.250000 sec): 3 clusters
  Score: Raw -11470688.507593 + Penalty 3745.246613 = -11466943.260980
  nChanged 532
		SP:Iteration 25Q (101417.970000 sec): 3 clusters
  Score: Raw -11470913.143159 + Penalty 3745.246613 = -11467167.896546
  nChanged 460
		SP:Iteration 26Q (101418.750000 sec): 3 clusters
  Score: Raw -11471106.126409 + Penalty 3745.246613 = -11467360.879796
  nChanged 373
		SP:Iteration 27Q (101419.430000 sec): 3 clusters
  Score: Raw -11471261.082374 + Penalty 3745.246613 = -11467515.835761
  nChanged 323
		SP:Iteration 28Q (101420.160000 sec): 3 clusters
  Score: Raw -11471391.930151 + Penalty 3745.246613 = -11467646.683539
  nChanged 270
		SP:Iteration 29Q (101420.980000 sec): 3 clusters
  Score: Raw -11471501.845810 + Penalty 3745.246613 = -11467756.599197
  nChanged 240
		SP:Iteration 30Q (101421.780000 sec): 3 clusters
  Score: Raw -11471598.789852 + Penalty 3745.246613 = -11467853.543239
  nChanged 214
		SP:Iteration 31Q (101422.440000 sec): 3 clusters
  Score: Raw -11471696.761646 + Penalty 3745.246613 = -11467951.515034
  nChanged 191
		SP:Iteration 32Q (101423.100000 sec): 3 clusters
  Score: Raw -11471761.447954 + Penalty 3745.246613 = -11468016.201341
  nChanged 162
		SP:Iteration 33Q (101423.740000 sec): 3 clusters
  Score: Raw -11471816.033113 + Penalty 3745.246613 = -11468070.786500
  nChanged 143
		SP:Iteration 34Q (101424.380000 sec): 3 clusters
  Score: Raw -11471857.559737 + Penalty 3745.246613 = -11468112.313124
  nChanged 105
		SP:Iteration 35Q (101425.120000 sec): 3 clusters
  Score: Raw -11471885.390685 + Penalty 3745.246613 = -11468140.144072
  nChanged 94
		SP:Iteration 36Q (101425.840000 sec): 3 clusters
  Score: Raw -11471909.940782 + Penalty 3745.246613 = -11468164.694170
  nChanged 74
		SP:Iteration 37Q (101426.560000 sec): 3 clusters
  Score: Raw -11471927.996283 + Penalty 3745.246613 = -11468182.749670
  nChanged 67
		SP:Iteration 38Q (101427.220000 sec): 3 clusters
  Score: Raw -11471942.022416 + Penalty 3745.246613 = -11468196.775804
  nChanged 59
		SP:Iteration 39Q (101427.940000 sec): 3 clusters
  Score: Raw -11471956.916283 + Penalty 3745.246613 = -11468211.669670
  nChanged 44
		SP:Iteration 40F (101428.630000 sec): 3 clusters
  Score: Raw -11471968.666586 + Penalty 3745.246613 = -11468223.419973
  nChanged 40
		SP:Iteration 41Q (101429.300000 sec): 3 clusters
  Score: Raw -11471978.874392 + Penalty 3745.246613 = -11468233.627779
  nChanged 43
		SP:Iteration 42Q (101430.020000 sec): 3 clusters
  Score: Raw -11471987.453768 + Penalty 3745.246613 = -11468242.207156
  nChanged 34
		SP:Iteration 43Q (101430.780000 sec): 3 clusters
  Score: Raw -11471996.084104 + Penalty 3745.246613 = -11468250.837492
  nChanged 40
		SP:Iteration 44Q (101431.380000 sec): 3 clusters
  Score: Raw -11472005.543679 + Penalty 3745.246613 = -11468260.297066
  nChanged 36
		SP:Iteration 45Q (101432.040000 sec): 3 clusters
  Score: Raw -11472012.806235 + Penalty 3745.246613 = -11468267.559623
  nChanged 28
		SP:Iteration 46Q (101432.720000 sec): 3 clusters
  Score: Raw -11472018.532653 + Penalty 3745.246613 = -11468273.286040
  nChanged 23
		SP:Iteration 47Q (101433.370000 sec): 3 clusters
  Score: Raw -11472023.668649 + Penalty 3745.246613 = -11468278.422036
  nChanged 20
		SP:Iteration 48Q (101433.980000 sec): 3 clusters
  Score: Raw -11472026.478233 + Penalty 3745.246613 = -11468281.231621
  nChanged 12
		SP:Iteration 49Q (101434.660000 sec): 3 clusters
  Score: Raw -11472028.513512 + Penalty 3745.246613 = -11468283.266899
  nChanged 13
		SP:Iteration 50Q (101435.230000 sec): 3 clusters
  Score: Raw -11472031.141709 + Penalty 3745.246613 = -11468285.895097
  nChanged 11
		SP:Iteration 51Q (101435.940000 sec): 3 clusters
  Score: Raw -11472033.226959 + Penalty 3745.246613 = -11468287.980347
  nChanged 15
		SP:Iteration 52Q (101436.680000 sec): 3 clusters
  Score: Raw -11472035.390784 + Penalty 3745.246613 = -11468290.144171
  nChanged 11
		SP:Iteration 53Q (101437.310000 sec): 3 clusters
  Score: Raw -11472037.002348 + Penalty 3745.246613 = -11468291.755735
  nChanged 9
		SP:Iteration 54Q (101437.890000 sec): 3 clusters
  Score: Raw -11472038.443952 + Penalty 3745.246613 = -11468293.197340
  nChanged 7
		SP:Iteration 55Q (101438.460000 sec): 3 clusters
  Score: Raw -11472039.280478 + Penalty 3745.246613 = -11468294.033866
  nChanged 8
		SP:Iteration 56Q (101439.070000 sec): 3 clusters
  Score: Raw -11472039.967995 + Penalty 3745.246613 = -11468294.721383
  nChanged 5
		SP:Iteration 57Q (101439.700000 sec): 3 clusters
  Score: Raw -11472040.570909 + Penalty 3745.246613 = -11468295.324296
  nChanged 2
		SP:Iteration 58Q (101440.360000 sec): 3 clusters
  Score: Raw -11472040.847523 + Penalty 3745.246613 = -11468295.600911
  nChanged 2
		SP:Iteration 59Q (101441.020000 sec): 3 clusters
  Score: Raw -11472040.981088 + Penalty 3745.246613 = -11468295.734475
  nChanged 0
		SP:Iteration 60F (101441.760000 sec): 3 clusters
  Score: Raw -11472040.981088 + Penalty 3745.246613 = -11468295.734475
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101442.030000 sec): 2 clusters
  Score: Raw -4573710.016842 + Penalty 1711.521958 = -4571998.494884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101442.450000 sec): 3 clusters
  Score: Raw -4550387.044278 + Penalty 3423.043916 = -4546964.000362
  nChanged 17365
		SP:Iteration 1F (101442.890000 sec): 3 clusters
  Score: Raw -4560250.534826 + Penalty 3423.043916 = -4556827.490910
  nChanged 1734
		SP:Iteration 2Q (101443.300000 sec): 3 clusters
  Score: Raw -4560829.713957 + Penalty 3423.043916 = -4557406.670041
  nChanged 1713
		SP:Iteration 3Q (101443.670000 sec): 3 clusters
  Score: Raw -4561475.882039 + Penalty 3423.043916 = -4558052.838123
  nChanged 1766
		SP:Iteration 4Q (101444.120000 sec): 3 clusters
  Score: Raw -4562198.896596 + Penalty 3423.043916 = -4558775.852680
  nChanged 1848
		SP:Iteration 5Q (101444.520000 sec): 3 clusters
  Score: Raw -4563023.884037 + Penalty 3423.043916 = -4559600.840121
  nChanged 1949
		SP:Iteration 6F (101444.900000 sec): 3 clusters
  Score: Raw -4564043.499762 + Penalty 3423.043916 = -4560620.455846
  nChanged 2053
		SP:Iteration 7F (101445.310000 sec): 3 clusters
  Score: Raw -4565224.151744 + Penalty 3423.043916 = -4561801.107828
  nChanged 1967
		SP:Iteration 8F (101445.660000 sec): 3 clusters
  Score: Raw -4566423.660299 + Penalty 3423.043916 = -4563000.616383
  nChanged 1873
		SP:Iteration 9Q (101446.040000 sec): 3 clusters
  Score: Raw -4567656.744701 + Penalty 3423.043916 = -4564233.700785
  nChanged 1665
		SP:Iteration 10Q (101446.480000 sec): 3 clusters
  Score: Raw -4568727.289252 + Penalty 3423.043916 = -4565304.245336
  nChanged 1423
		SP:Iteration 11Q (101446.850000 sec): 3 clusters
  Score: Raw -4569534.177703 + Penalty 3423.043916 = -4566111.133787
  nChanged 1121
		SP:Iteration 12Q (101447.300000 sec): 3 clusters
  Score: Raw -4570097.079073 + Penalty 3423.043916 = -4566674.035157
  nChanged 874
		SP:Iteration 13Q (101447.740000 sec): 3 clusters
  Score: Raw -4570496.360382 + Penalty 3423.043916 = -4567073.316466
  nChanged 788
		SP:Iteration 14Q (101448.120000 sec): 3 clusters
  Score: Raw -4570868.785375 + Penalty 3423.043916 = -4567445.741459
  nChanged 742
		SP:Iteration 15Q (101448.500000 sec): 3 clusters
  Score: Raw -4571260.461161 + Penalty 3423.043916 = -4567837.417245
  nChanged 766
		SP:Iteration 16Q (101448.890000 sec): 3 clusters
  Score: Raw -4571674.107123 + Penalty 3423.043916 = -4568251.063206
  nChanged 691
		SP:Iteration 17Q (101449.230000 sec): 3 clusters
  Score: Raw -4572023.338563 + Penalty 3423.043916 = -4568600.294647
  nChanged 607
		SP:Iteration 18Q (101449.630000 sec): 3 clusters
  Score: Raw -4572307.023609 + Penalty 3423.043916 = -4568883.979693
  nChanged 546
		SP:Iteration 19Q (101450.020000 sec): 3 clusters
  Score: Raw -4572561.635541 + Penalty 3423.043916 = -4569138.591625
  nChanged 485
		SP:Iteration 20F (101450.420000 sec): 3 clusters
  Score: Raw -4572759.651750 + Penalty 3423.043916 = -4569336.607834
  nChanged 448
		SP:Iteration 21Q (101450.790000 sec): 3 clusters
  Score: Raw -4572941.566232 + Penalty 3423.043916 = -4569518.522316
  nChanged 413
		SP:Iteration 22Q (101451.190000 sec): 3 clusters
  Score: Raw -4573112.817399 + Penalty 3423.043916 = -4569689.773483
  nChanged 383
		SP:Iteration 23Q (101451.570000 sec): 3 clusters
  Score: Raw -4573270.030340 + Penalty 3423.043916 = -4569846.986424
  nChanged 350
		SP:Iteration 24Q (101451.940000 sec): 3 clusters
  Score: Raw -4573428.407677 + Penalty 3423.043916 = -4570005.363761
  nChanged 332
		SP:Iteration 25Q (101452.360000 sec): 3 clusters
  Score: Raw -4573582.046592 + Penalty 3423.043916 = -4570159.002676
  nChanged 302
		SP:Iteration 26Q (101452.710000 sec): 3 clusters
  Score: Raw -4573717.821018 + Penalty 3423.043916 = -4570294.777102
  nChanged 270
		SP:Iteration 27Q (101453.090000 sec): 3 clusters
  Score: Raw -4573829.405116 + Penalty 3423.043916 = -4570406.361200
  nChanged 234
		SP:Iteration 28Q (101453.450000 sec): 3 clusters
  Score: Raw -4573930.918519 + Penalty 3423.043916 = -4570507.874602
  nChanged 222
		SP:Iteration 29Q (101453.800000 sec): 3 clusters
  Score: Raw -4574019.784822 + Penalty 3423.043916 = -4570596.740906
  nChanged 198
		SP:Iteration 30Q (101454.100000 sec): 3 clusters
  Score: Raw -4574096.240743 + Penalty 3423.043916 = -4570673.196827
  nChanged 188
		SP:Iteration 31Q (101454.470000 sec): 3 clusters
  Score: Raw -4574168.366549 + Penalty 3423.043916 = -4570745.322633
  nChanged 151
		SP:Iteration 32Q (101454.780000 sec): 3 clusters
  Score: Raw -4574218.887327 + Penalty 3423.043916 = -4570795.843411
  nChanged 139
		SP:Iteration 33Q (101455.220000 sec): 3 clusters
  Score: Raw -4574260.749758 + Penalty 3423.043916 = -4570837.705842
  nChanged 127
		SP:Iteration 34Q (101455.520000 sec): 3 clusters
  Score: Raw -4574295.942430 + Penalty 3423.043916 = -4570872.898514
  nChanged 109
		SP:Iteration 35Q (101455.960000 sec): 3 clusters
  Score: Raw -4574323.619650 + Penalty 3423.043916 = -4570900.575734
  nChanged 108
		SP:Iteration 36Q (101456.370000 sec): 3 clusters
  Score: Raw -4574348.467670 + Penalty 3423.043916 = -4570925.423754
  nChanged 84
		SP:Iteration 37Q (101456.800000 sec): 3 clusters
  Score: Raw -4574368.452798 + Penalty 3423.043916 = -4570945.408882
  nChanged 79
		SP:Iteration 38Q (101457.190000 sec): 3 clusters
  Score: Raw -4574386.755190 + Penalty 3423.043916 = -4570963.711274
  nChanged 71
		SP:Iteration 39Q (101457.560000 sec): 3 clusters
  Score: Raw -4574401.791611 + Penalty 3423.043916 = -4570978.747695
  nChanged 76
		SP:Iteration 40F (101457.980000 sec): 3 clusters
  Score: Raw -4574419.588098 + Penalty 3423.043916 = -4570996.544182
  nChanged 64
		SP:Iteration 41Q (101458.350000 sec): 3 clusters
  Score: Raw -4574436.973228 + Penalty 3423.043916 = -4571013.929312
  nChanged 65
		SP:Iteration 42Q (101458.780000 sec): 3 clusters
  Score: Raw -4574453.135387 + Penalty 3423.043916 = -4571030.091471
  nChanged 56
		SP:Iteration 43Q (101459.150000 sec): 3 clusters
  Score: Raw -4574466.846593 + Penalty 3423.043916 = -4571043.802677
  nChanged 56
		SP:Iteration 44Q (101459.540000 sec): 3 clusters
  Score: Raw -4574480.225276 + Penalty 3423.043916 = -4571057.181360
  nChanged 50
		SP:Iteration 45Q (101459.880000 sec): 3 clusters
  Score: Raw -4574490.396708 + Penalty 3423.043916 = -4571067.352792
  nChanged 42
		SP:Iteration 46Q (101460.210000 sec): 3 clusters
  Score: Raw -4574499.658022 + Penalty 3423.043916 = -4571076.614106
  nChanged 45
		SP:Iteration 47Q (101460.580000 sec): 3 clusters
  Score: Raw -4574508.952221 + Penalty 3423.043916 = -4571085.908305
  nChanged 32
		SP:Iteration 48Q (101460.900000 sec): 3 clusters
  Score: Raw -4574514.453155 + Penalty 3423.043916 = -4571091.409238
  nChanged 26
		SP:Iteration 49Q (101461.280000 sec): 3 clusters
  Score: Raw -4574518.843447 + Penalty 3423.043916 = -4571095.799531
  nChanged 27
		SP:Iteration 50Q (101461.670000 sec): 3 clusters
  Score: Raw -4574523.491464 + Penalty 3423.043916 = -4571100.447548
  nChanged 27
		SP:Iteration 51Q (101462.010000 sec): 3 clusters
  Score: Raw -4574528.495104 + Penalty 3423.043916 = -4571105.451188
  nChanged 26
		SP:Iteration 52Q (101462.350000 sec): 3 clusters
  Score: Raw -4574532.040986 + Penalty 3423.043916 = -4571108.997070
  nChanged 16
		SP:Iteration 53Q (101462.670000 sec): 3 clusters
  Score: Raw -4574534.283051 + Penalty 3423.043916 = -4571111.239135
  nChanged 14
		SP:Iteration 54Q (101463.060000 sec): 3 clusters
  Score: Raw -4574536.472687 + Penalty 3423.043916 = -4571113.428771
  nChanged 18
		SP:Iteration 55Q (101463.340000 sec): 3 clusters
  Score: Raw -4574538.791076 + Penalty 3423.043916 = -4571115.747160
  nChanged 15
		SP:Iteration 56Q (101463.740000 sec): 3 clusters
  Score: Raw -4574540.943400 + Penalty 3423.043916 = -4571117.899484
  nChanged 17
		SP:Iteration 57Q (101464.150000 sec): 3 clusters
  Score: Raw -4574544.318687 + Penalty 3423.043916 = -4571121.274771
  nChanged 18
		SP:Iteration 58Q (101464.490000 sec): 3 clusters
  Score: Raw -4574547.315341 + Penalty 3423.043916 = -4571124.271425
  nChanged 12
		SP:Iteration 59Q (101464.840000 sec): 3 clusters
  Score: Raw -4574549.363743 + Penalty 3423.043916 = -4571126.319827
  nChanged 12
		SP:Iteration 60F (101465.260000 sec): 3 clusters
  Score: Raw -4574551.027521 + Penalty 3423.043916 = -4571127.983605
  nChanged 6
		SP:Iteration 61Q (101465.600000 sec): 3 clusters
  Score: Raw -4574551.799881 + Penalty 3423.043916 = -4571128.755965
  nChanged 7
		SP:Iteration 62Q (101465.950000 sec): 3 clusters
  Score: Raw -4574552.718140 + Penalty 3423.043916 = -4571129.674224
  nChanged 6
		SP:Iteration 63Q (101466.260000 sec): 3 clusters
  Score: Raw -4574553.326388 + Penalty 3423.043916 = -4571130.282472
  nChanged 3
		SP:Iteration 64Q (101466.640000 sec): 3 clusters
  Score: Raw -4574553.494929 + Penalty 3423.043916 = -4571130.451013
  nChanged 0
		SP:Iteration 65F (101466.980000 sec): 3 clusters
  Score: Raw -4574553.494929 + Penalty 3423.043916 = -4571130.451013
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (314956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101468.460000 sec): 2 clusters
  Score: Raw -38311723.803586 + Penalty 2057.280587 = -38309666.522999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101470.120000 sec): 3 clusters
  Score: Raw -38100766.213769 + Penalty 4114.561173 = -38096651.652595
  nChanged 154015
		SP:Iteration 1F (101471.760000 sec): 3 clusters
  Score: Raw -38194875.354542 + Penalty 4114.561173 = -38190760.793369
  nChanged 12570
		SP:Iteration 2Q (101473.470000 sec): 3 clusters
  Score: Raw -38199412.359741 + Penalty 4114.561173 = -38195297.798568
  nChanged 17249
		SP:Iteration 3F (101475.110000 sec): 3 clusters
  Score: Raw -38207965.300529 + Penalty 4114.561173 = -38203850.739355
  nChanged 21963
		SP:Iteration 4F (101476.790000 sec): 3 clusters
  Score: Raw -38221611.142218 + Penalty 4114.561173 = -38217496.581045
  nChanged 24948
		SP:Iteration 5F (101478.470000 sec): 3 clusters
  Score: Raw -38239590.107853 + Penalty 4114.561173 = -38235475.546680
  nChanged 24674
		SP:Iteration 6F (101480.130000 sec): 3 clusters
  Score: Raw -38259898.071505 + Penalty 4114.561173 = -38255783.510332
  nChanged 21950
		SP:Iteration 7F (101481.700000 sec): 3 clusters
  Score: Raw -38280322.211937 + Penalty 4114.561173 = -38276207.650763
  nChanged 16677
		SP:Iteration 8F (101483.300000 sec): 3 clusters
  Score: Raw -38296873.886920 + Penalty 4114.561173 = -38292759.325747
  nChanged 9544
		SP:Iteration 9Q (101484.950000 sec): 3 clusters
  Score: Raw -38306277.664464 + Penalty 4114.561173 = -38302163.103291
  nChanged 4020
		SP:Iteration 10Q (101486.500000 sec): 3 clusters
  Score: Raw -38309939.367324 + Penalty 4114.561173 = -38305824.806150
  nChanged 1440
		SP:Iteration 11Q (101488.030000 sec): 3 clusters
  Score: Raw -38311141.911570 + Penalty 4114.561173 = -38307027.350396
  nChanged 529
		SP:Iteration 12Q (101489.560000 sec): 3 clusters
  Score: Raw -38311576.707032 + Penalty 4114.561173 = -38307462.145859
  nChanged 248
		SP:Iteration 13Q (101491.040000 sec): 3 clusters
  Score: Raw -38311780.158822 + Penalty 4114.561173 = -38307665.597649
  nChanged 169
		SP:Iteration 14Q (101492.420000 sec): 3 clusters
  Score: Raw -38311928.216349 + Penalty 4114.561173 = -38307813.655176
  nChanged 117
		SP:Iteration 15Q (101493.860000 sec): 3 clusters
  Score: Raw -38312020.812680 + Penalty 4114.561173 = -38307906.251507
  nChanged 68
		SP:Iteration 16Q (101495.360000 sec): 3 clusters
  Score: Raw -38312066.202632 + Penalty 4114.561173 = -38307951.641459
  nChanged 44
		SP:Iteration 17Q (101496.970000 sec): 3 clusters
  Score: Raw -38312099.617653 + Penalty 4114.561173 = -38307985.056479
  nChanged 40
		SP:Iteration 18Q (101498.610000 sec): 3 clusters
  Score: Raw -38312126.283924 + Penalty 4114.561173 = -38308011.722751
  nChanged 36
		SP:Iteration 19Q (101500.040000 sec): 3 clusters
  Score: Raw -38312145.741735 + Penalty 4114.561173 = -38308031.180562
  nChanged 24
		SP:Iteration 20F (101501.750000 sec): 3 clusters
  Score: Raw -38312161.326981 + Penalty 4114.561173 = -38308046.765807
  nChanged 22
		SP:Iteration 21Q (101503.130000 sec): 3 clusters
  Score: Raw -38312174.411731 + Penalty 4114.561173 = -38308059.850557
  nChanged 16
		SP:Iteration 22Q (101504.490000 sec): 3 clusters
  Score: Raw -38312184.361837 + Penalty 4114.561173 = -38308069.800664
  nChanged 20
		SP:Iteration 23Q (101505.880000 sec): 3 clusters
  Score: Raw -38312193.645291 + Penalty 4114.561173 = -38308079.084118
  nChanged 10
		SP:Iteration 24Q (101507.350000 sec): 3 clusters
  Score: Raw -38312201.078824 + Penalty 4114.561173 = -38308086.517651
  nChanged 15
		SP:Iteration 25Q (101508.880000 sec): 3 clusters
  Score: Raw -38312208.725426 + Penalty 4114.561173 = -38308094.164252
  nChanged 10
		SP:Iteration 26Q (101510.190000 sec): 3 clusters
  Score: Raw -38312213.263710 + Penalty 4114.561173 = -38308098.702537
  nChanged 10
		SP:Iteration 27Q (101511.690000 sec): 3 clusters
  Score: Raw -38312218.210491 + Penalty 4114.561173 = -38308103.649318
  nChanged 11
		SP:Iteration 28Q (101513.100000 sec): 3 clusters
  Score: Raw -38312224.020222 + Penalty 4114.561173 = -38308109.459049
  nChanged 7
		SP:Iteration 29Q (101514.520000 sec): 3 clusters
  Score: Raw -38312228.080841 + Penalty 4114.561173 = -38308113.519668
  nChanged 5
		SP:Iteration 30Q (101515.870000 sec): 3 clusters
  Score: Raw -38312230.454719 + Penalty 4114.561173 = -38308115.893546
  nChanged 1
		SP:Iteration 31Q (101517.320000 sec): 3 clusters
  Score: Raw -38312231.333168 + Penalty 4114.561173 = -38308116.771995
  nChanged 4
		SP:Iteration 32Q (101518.820000 sec): 3 clusters
  Score: Raw -38312233.200377 + Penalty 4114.561173 = -38308118.639204
  nChanged 5
		SP:Iteration 33Q (101520.150000 sec): 3 clusters
  Score: Raw -38312235.001493 + Penalty 4114.561173 = -38308120.440319
  nChanged 5
		SP:Iteration 34Q (101521.510000 sec): 3 clusters
  Score: Raw -38312237.848416 + Penalty 4114.561173 = -38308123.287242
  nChanged 7
		SP:Iteration 35Q (101522.970000 sec): 3 clusters
  Score: Raw -38312239.827919 + Penalty 4114.561173 = -38308125.266746
  nChanged 4
		SP:Iteration 36Q (101524.420000 sec): 3 clusters
  Score: Raw -38312241.081291 + Penalty 4114.561173 = -38308126.520118
  nChanged 5
		SP:Iteration 37Q (101525.830000 sec): 3 clusters
  Score: Raw -38312242.920502 + Penalty 4114.561173 = -38308128.359329
  nChanged 4
		SP:Iteration 38Q (101527.100000 sec): 3 clusters
  Score: Raw -38312245.436082 + Penalty 4114.561173 = -38308130.874909
  nChanged 4
		SP:Iteration 39Q (101528.570000 sec): 3 clusters
  Score: Raw -38312246.877148 + Penalty 4114.561173 = -38308132.315974
  nChanged 4
		SP:Iteration 40F (101530.010000 sec): 3 clusters
  Score: Raw -38312248.424213 + Penalty 4114.561173 = -38308133.863040
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (71903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101530.450000 sec): 2 clusters
  Score: Raw -8536043.713853 + Penalty 1817.249406 = -8534226.464447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101530.960000 sec): 3 clusters
  Score: Raw -8489880.782786 + Penalty 3634.498812 = -8486246.283974
  nChanged 34223
		SP:Iteration 1F (101531.550000 sec): 3 clusters
  Score: Raw -8510871.396192 + Penalty 3634.498812 = -8507236.897381
  nChanged 4109
		SP:Iteration 2F (101532.140000 sec): 3 clusters
  Score: Raw -8513075.307579 + Penalty 3634.498812 = -8509440.808767
  nChanged 5024
		SP:Iteration 3F (101532.710000 sec): 3 clusters
  Score: Raw -8516328.449128 + Penalty 3634.498812 = -8512693.950316
  nChanged 5538
		SP:Iteration 4F (101533.330000 sec): 3 clusters
  Score: Raw -8520219.322733 + Penalty 3634.498812 = -8516584.823921
  nChanged 5465
		SP:Iteration 5F (101533.910000 sec): 3 clusters
  Score: Raw -8524344.698920 + Penalty 3634.498812 = -8520710.200108
  nChanged 4646
		SP:Iteration 6F (101534.470000 sec): 3 clusters
  Score: Raw -8528087.088910 + Penalty 3634.498812 = -8524452.590098
  nChanged 3595
		SP:Iteration 7Q (101535.000000 sec): 3 clusters
  Score: Raw -8531463.947354 + Penalty 3634.498812 = -8527829.448542
  nChanged 2400
		SP:Iteration 8Q (101535.550000 sec): 3 clusters
  Score: Raw -8534143.583234 + Penalty 3634.498812 = -8530509.084422
  nChanged 1261
		SP:Iteration 9Q (101536.020000 sec): 3 clusters
  Score: Raw -8535855.503499 + Penalty 3634.498812 = -8532221.004687
  nChanged 621
		SP:Iteration 10Q (101536.510000 sec): 3 clusters
  Score: Raw -8536669.996522 + Penalty 3634.498812 = -8533035.497710
  nChanged 391
		SP:Iteration 11Q (101537.030000 sec): 3 clusters
  Score: Raw -8536976.286467 + Penalty 3634.498812 = -8533341.787655
  nChanged 260
		SP:Iteration 12Q (101537.570000 sec): 3 clusters
  Score: Raw -8537128.182390 + Penalty 3634.498812 = -8533493.683578
  nChanged 195
		SP:Iteration 13Q (101538.070000 sec): 3 clusters
  Score: Raw -8537206.385213 + Penalty 3634.498812 = -8533571.886401
  nChanged 132
		SP:Iteration 14Q (101538.580000 sec): 3 clusters
  Score: Raw -8537242.727368 + Penalty 3634.498812 = -8533608.228556
  nChanged 96
		SP:Iteration 15Q (101539.090000 sec): 3 clusters
  Score: Raw -8537265.855032 + Penalty 3634.498812 = -8533631.356220
  nChanged 67
		SP:Iteration 16Q (101539.640000 sec): 3 clusters
  Score: Raw -8537280.373791 + Penalty 3634.498812 = -8533645.874979
  nChanged 61
		SP:Iteration 17Q (101540.220000 sec): 3 clusters
  Score: Raw -8537294.670551 + Penalty 3634.498812 = -8533660.171739
  nChanged 42
		SP:Iteration 18Q (101540.730000 sec): 3 clusters
  Score: Raw -8537301.968228 + Penalty 3634.498812 = -8533667.469416
  nChanged 29
		SP:Iteration 19Q (101541.250000 sec): 3 clusters
  Score: Raw -8537306.345377 + Penalty 3634.498812 = -8533671.846565
  nChanged 25
		SP:Iteration 20F (101541.740000 sec): 3 clusters
  Score: Raw -8537310.528717 + Penalty 3634.498812 = -8533676.029905
  nChanged 29
		SP:Iteration 21Q (101542.270000 sec): 3 clusters
  Score: Raw -8537315.221528 + Penalty 3634.498812 = -8533680.722716
  nChanged 22
		SP:Iteration 22Q (101542.740000 sec): 3 clusters
  Score: Raw -8537317.863164 + Penalty 3634.498812 = -8533683.364352
  nChanged 18
		SP:Iteration 23Q (101543.260000 sec): 3 clusters
  Score: Raw -8537320.422893 + Penalty 3634.498812 = -8533685.924082
  nChanged 24
		SP:Iteration 24Q (101543.690000 sec): 3 clusters
  Score: Raw -8537324.720747 + Penalty 3634.498812 = -8533690.221936
  nChanged 14
		SP:Iteration 25Q (101544.250000 sec): 3 clusters
  Score: Raw -8537326.694218 + Penalty 3634.498812 = -8533692.195406
  nChanged 14
		SP:Iteration 26Q (101544.800000 sec): 3 clusters
  Score: Raw -8537328.554126 + Penalty 3634.498812 = -8533694.055315
  nChanged 9
		SP:Iteration 27Q (101545.290000 sec): 3 clusters
  Score: Raw -8537330.112061 + Penalty 3634.498812 = -8533695.613249
  nChanged 11
		SP:Iteration 28Q (101545.820000 sec): 3 clusters
  Score: Raw -8537331.528036 + Penalty 3634.498812 = -8533697.029224
  nChanged 9
		SP:Iteration 29Q (101546.340000 sec): 3 clusters
  Score: Raw -8537332.296426 + Penalty 3634.498812 = -8533697.797614
  nChanged 5
		SP:Iteration 30Q (101546.880000 sec): 3 clusters
  Score: Raw -8537332.726919 + Penalty 3634.498812 = -8533698.228107
  nChanged 4
		SP:Iteration 31Q (101547.390000 sec): 3 clusters
  Score: Raw -8537333.121170 + Penalty 3634.498812 = -8533698.622358
  nChanged 6
		SP:Iteration 32Q (101547.870000 sec): 3 clusters
  Score: Raw -8537333.544150 + Penalty 3634.498812 = -8533699.045338
  nChanged 3
		SP:Iteration 33Q (101548.380000 sec): 3 clusters
  Score: Raw -8537333.686174 + Penalty 3634.498812 = -8533699.187362
  nChanged 1
		SP:Iteration 34Q (101548.870000 sec): 3 clusters
  Score: Raw -8537333.788052 + Penalty 3634.498812 = -8533699.289240
  nChanged 0
		SP:Iteration 35F (101549.500000 sec): 3 clusters
  Score: Raw -8537333.788052 + Penalty 3634.498812 = -8533699.289240
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101549.620000 sec): 2 clusters
  Score: Raw -668892.476806 + Penalty 1424.539070 = -667467.937736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101549.860000 sec): 3 clusters
  Score: Raw -665501.192334 + Penalty 2849.078140 = -662652.114194
  nChanged 2657
		SP:Iteration 1F (101550.080000 sec): 3 clusters
  Score: Raw -667291.913096 + Penalty 2849.078140 = -664442.834956
  nChanged 574
		SP:Iteration 2F (101550.260000 sec): 3 clusters
  Score: Raw -667774.841964 + Penalty 2849.078140 = -664925.763824
  nChanged 489
		SP:Iteration 3F (101550.510000 sec): 3 clusters
  Score: Raw -668153.116637 + Penalty 2849.078140 = -665304.038497
  nChanged 375
		SP:Iteration 4F (101550.690000 sec): 3 clusters
  Score: Raw -668413.499798 + Penalty 2849.078140 = -665564.421658
  nChanged 323
		SP:Iteration 5F (101550.910000 sec): 3 clusters
  Score: Raw -668673.026832 + Penalty 2849.078140 = -665823.948692
  nChanged 295
		SP:Iteration 6Q (101551.130000 sec): 3 clusters
  Score: Raw -668886.567373 + Penalty 2849.078140 = -666037.489233
  nChanged 231
		SP:Iteration 7Q (101551.400000 sec): 3 clusters
  Score: Raw -669048.725173 + Penalty 2849.078140 = -666199.647033
  nChanged 211
		SP:Iteration 8Q (101551.630000 sec): 3 clusters
  Score: Raw -669164.323017 + Penalty 2849.078140 = -666315.244877
  nChanged 161
		SP:Iteration 9Q (101551.860000 sec): 3 clusters
  Score: Raw -669237.293356 + Penalty 2849.078140 = -666388.215216
  nChanged 117
		SP:Iteration 10Q (101552.100000 sec): 3 clusters
  Score: Raw -669285.041349 + Penalty 2849.078140 = -666435.963209
  nChanged 87
		SP:Iteration 11Q (101552.340000 sec): 3 clusters
  Score: Raw -669322.714680 + Penalty 2849.078140 = -666473.636540
  nChanged 86
		SP:Iteration 12Q (101552.630000 sec): 3 clusters
  Score: Raw -669355.024297 + Penalty 2849.078140 = -666505.946157
  nChanged 63
		SP:Iteration 13Q (101552.910000 sec): 3 clusters
  Score: Raw -669378.293459 + Penalty 2849.078140 = -666529.215319
  nChanged 54
		SP:Iteration 14Q (101553.070000 sec): 3 clusters
  Score: Raw -669396.828603 + Penalty 2849.078140 = -666547.750463
  nChanged 54
		SP:Iteration 15Q (101553.310000 sec): 3 clusters
  Score: Raw -669413.159888 + Penalty 2849.078140 = -666564.081748
  nChanged 44
		SP:Iteration 16Q (101553.550000 sec): 3 clusters
  Score: Raw -669427.018511 + Penalty 2849.078140 = -666577.940371
  nChanged 39
		SP:Iteration 17Q (101553.770000 sec): 3 clusters
  Score: Raw -669438.964387 + Penalty 2849.078140 = -666589.886247
  nChanged 31
		SP:Iteration 18Q (101554.010000 sec): 3 clusters
  Score: Raw -669450.483941 + Penalty 2849.078140 = -666601.405801
  nChanged 39
		SP:Iteration 19Q (101554.210000 sec): 3 clusters
  Score: Raw -669464.799885 + Penalty 2849.078140 = -666615.721745
  nChanged 34
		SP:Iteration 20F (101554.460000 sec): 3 clusters
  Score: Raw -669472.447977 + Penalty 2849.078140 = -666623.369837
  nChanged 22
		SP:Iteration 21Q (101554.690000 sec): 3 clusters
  Score: Raw -669478.357781 + Penalty 2849.078140 = -666629.279641
  nChanged 21
		SP:Iteration 22Q (101554.980000 sec): 3 clusters
  Score: Raw -669482.416878 + Penalty 2849.078140 = -666633.338738
  nChanged 11
		SP:Iteration 23Q (101555.170000 sec): 3 clusters
  Score: Raw -669484.280143 + Penalty 2849.078140 = -666635.202003
  nChanged 11
		SP:Iteration 24Q (101555.370000 sec): 3 clusters
  Score: Raw -669485.647274 + Penalty 2849.078140 = -666636.569134
  nChanged 8
		SP:Iteration 25Q (101555.620000 sec): 3 clusters
  Score: Raw -669486.818973 + Penalty 2849.078140 = -666637.740833
  nChanged 4
		SP:Iteration 26Q (101555.830000 sec): 3 clusters
  Score: Raw -669487.711037 + Penalty 2849.078140 = -666638.632897
  nChanged 7
		SP:Iteration 27Q (101556.030000 sec): 3 clusters
  Score: Raw -669488.612011 + Penalty 2849.078140 = -666639.533871
  nChanged 8
		SP:Iteration 28Q (101556.230000 sec): 3 clusters
  Score: Raw -669490.010802 + Penalty 2849.078140 = -666640.932662
  nChanged 12
		SP:Iteration 29Q (101556.450000 sec): 3 clusters
  Score: Raw -669491.948319 + Penalty 2849.078140 = -666642.870179
  nChanged 8
		SP:Iteration 30Q (101556.660000 sec): 3 clusters
  Score: Raw -669493.151640 + Penalty 2849.078140 = -666644.073500
  nChanged 5
		SP:Iteration 31Q (101556.850000 sec): 3 clusters
  Score: Raw -669493.641490 + Penalty 2849.078140 = -666644.563350
  nChanged 2
		SP:Iteration 32Q (101557.100000 sec): 3 clusters
  Score: Raw -669494.008282 + Penalty 2849.078140 = -666644.930142
  nChanged 3
		SP:Iteration 33Q (101557.320000 sec): 3 clusters
  Score: Raw -669494.354954 + Penalty 2849.078140 = -666645.276814
  nChanged 3
		SP:Iteration 34Q (101557.560000 sec): 3 clusters
  Score: Raw -669494.638450 + Penalty 2849.078140 = -666645.560310
  nChanged 1
		SP:Iteration 35Q (101557.780000 sec): 3 clusters
  Score: Raw -669494.697659 + Penalty 2849.078140 = -666645.619519
  nChanged 0
		SP:Iteration 36F (101557.960000 sec): 3 clusters
  Score: Raw -669494.697659 + Penalty 2849.078140 = -666645.619519
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (47033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101558.360000 sec): 2 clusters
  Score: Raw -5420973.471095 + Penalty 1748.273274 = -5419225.197821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101558.850000 sec): 3 clusters
  Score: Raw -5391215.424522 + Penalty 3496.546548 = -5387718.877975
  nChanged 22048
		SP:Iteration 1F (101559.300000 sec): 3 clusters
  Score: Raw -5403852.114084 + Penalty 3496.546548 = -5400355.567536
  nChanged 2048
		SP:Iteration 2Q (101559.780000 sec): 3 clusters
  Score: Raw -5404586.858987 + Penalty 3496.546548 = -5401090.312439
  nChanged 2211
		SP:Iteration 3Q (101560.220000 sec): 3 clusters
  Score: Raw -5405613.707810 + Penalty 3496.546548 = -5402117.161263
  nChanged 2641
		SP:Iteration 4F (101560.640000 sec): 3 clusters
  Score: Raw -5407149.032029 + Penalty 3496.546548 = -5403652.485482
  nChanged 3036
		SP:Iteration 5F (101561.060000 sec): 3 clusters
  Score: Raw -5409165.985157 + Penalty 3496.546548 = -5405669.438609
  nChanged 3107
		SP:Iteration 6F (101561.530000 sec): 3 clusters
  Score: Raw -5411423.680195 + Penalty 3496.546548 = -5407927.133647
  nChanged 3024
		SP:Iteration 7F (101561.950000 sec): 3 clusters
  Score: Raw -5413691.868448 + Penalty 3496.546548 = -5410195.321900
  nChanged 2662
		SP:Iteration 8F (101562.360000 sec): 3 clusters
  Score: Raw -5415692.438551 + Penalty 3496.546548 = -5412195.892004
  nChanged 2196
		SP:Iteration 9Q (101562.800000 sec): 3 clusters
  Score: Raw -5417343.539138 + Penalty 3496.546548 = -5413846.992590
  nChanged 1684
		SP:Iteration 10Q (101563.280000 sec): 3 clusters
  Score: Raw -5418657.792244 + Penalty 3496.546548 = -5415161.245696
  nChanged 1235
		SP:Iteration 11Q (101563.660000 sec): 3 clusters
  Score: Raw -5419643.962130 + Penalty 3496.546548 = -5416147.415582
  nChanged 841
		SP:Iteration 12Q (101564.140000 sec): 3 clusters
  Score: Raw -5420354.889560 + Penalty 3496.546548 = -5416858.343012
  nChanged 529
		SP:Iteration 13Q (101564.570000 sec): 3 clusters
  Score: Raw -5420802.887689 + Penalty 3496.546548 = -5417306.341142
  nChanged 337
		SP:Iteration 14Q (101565.040000 sec): 3 clusters
  Score: Raw -5421100.847394 + Penalty 3496.546548 = -5417604.300847
  nChanged 241
		SP:Iteration 15Q (101565.430000 sec): 3 clusters
  Score: Raw -5421292.804122 + Penalty 3496.546548 = -5417796.257574
  nChanged 193
		SP:Iteration 16Q (101565.900000 sec): 3 clusters
  Score: Raw -5421429.365243 + Penalty 3496.546548 = -5417932.818696
  nChanged 164
		SP:Iteration 17Q (101566.360000 sec): 3 clusters
  Score: Raw -5421512.106692 + Penalty 3496.546548 = -5418015.560144
  nChanged 115
		SP:Iteration 18Q (101566.700000 sec): 3 clusters
  Score: Raw -5421559.191368 + Penalty 3496.546548 = -5418062.644820
  nChanged 83
		SP:Iteration 19Q (101567.090000 sec): 3 clusters
  Score: Raw -5421593.084497 + Penalty 3496.546548 = -5418096.537949
  nChanged 69
		SP:Iteration 20F (101567.540000 sec): 3 clusters
  Score: Raw -5421616.849428 + Penalty 3496.546548 = -5418120.302880
  nChanged 55
		SP:Iteration 21Q (101567.970000 sec): 3 clusters
  Score: Raw -5421630.911723 + Penalty 3496.546548 = -5418134.365175
  nChanged 38
		SP:Iteration 22Q (101568.370000 sec): 3 clusters
  Score: Raw -5421642.148048 + Penalty 3496.546548 = -5418145.601500
  nChanged 41
		SP:Iteration 23Q (101568.800000 sec): 3 clusters
  Score: Raw -5421654.502587 + Penalty 3496.546548 = -5418157.956039
  nChanged 34
		SP:Iteration 24Q (101569.250000 sec): 3 clusters
  Score: Raw -5421664.289975 + Penalty 3496.546548 = -5418167.743428
  nChanged 26
		SP:Iteration 25Q (101569.650000 sec): 3 clusters
  Score: Raw -5421672.608086 + Penalty 3496.546548 = -5418176.061538
  nChanged 27
		SP:Iteration 26Q (101570.130000 sec): 3 clusters
  Score: Raw -5421680.085951 + Penalty 3496.546548 = -5418183.539403
  nChanged 28
		SP:Iteration 27Q (101570.510000 sec): 3 clusters
  Score: Raw -5421685.586531 + Penalty 3496.546548 = -5418189.039983
  nChanged 15
		SP:Iteration 28Q (101570.940000 sec): 3 clusters
  Score: Raw -5421688.572735 + Penalty 3496.546548 = -5418192.026187
  nChanged 12
		SP:Iteration 29Q (101571.310000 sec): 3 clusters
  Score: Raw -5421690.514070 + Penalty 3496.546548 = -5418193.967522
  nChanged 8
		SP:Iteration 30Q (101571.770000 sec): 3 clusters
  Score: Raw -5421692.614793 + Penalty 3496.546548 = -5418196.068245
  nChanged 8
		SP:Iteration 31Q (101572.180000 sec): 3 clusters
  Score: Raw -5421694.282209 + Penalty 3496.546548 = -5418197.735661
  nChanged 5
		SP:Iteration 32Q (101572.650000 sec): 3 clusters
  Score: Raw -5421695.378955 + Penalty 3496.546548 = -5418198.832407
  nChanged 4
		SP:Iteration 33Q (101573.020000 sec): 3 clusters
  Score: Raw -5421696.087555 + Penalty 3496.546548 = -5418199.541008
  nChanged 6
		SP:Iteration 34Q (101573.450000 sec): 3 clusters
  Score: Raw -5421697.596610 + Penalty 3496.546548 = -5418201.050062
  nChanged 7
		SP:Iteration 35Q (101573.850000 sec): 3 clusters
  Score: Raw -5421698.943620 + Penalty 3496.546548 = -5418202.397073
  nChanged 3
		SP:Iteration 36Q (101574.200000 sec): 3 clusters
  Score: Raw -5421699.464908 + Penalty 3496.546548 = -5418202.918360
  nChanged 1
		SP:Iteration 37Q (101574.570000 sec): 3 clusters
  Score: Raw -5421699.593856 + Penalty 3496.546548 = -5418203.047309
  nChanged 1
		SP:Iteration 38Q (101575.020000 sec): 3 clusters
  Score: Raw -5421699.729534 + Penalty 3496.546548 = -5418203.182986
  nChanged 1
		SP:Iteration 39Q (101575.400000 sec): 3 clusters
  Score: Raw -5421699.855345 + Penalty 3496.546548 = -5418203.308797
  nChanged 1
		SP:Iteration 40F (101575.860000 sec): 3 clusters
  Score: Raw -5421700.070693 + Penalty 3496.546548 = -5418203.524145
  nChanged 1
		SP:Iteration 41Q (101576.260000 sec): 3 clusters
  Score: Raw -5421700.191531 + Penalty 3496.546548 = -5418203.644983
  nChanged 0
		SP:Iteration 42F (101576.700000 sec): 3 clusters
  Score: Raw -5421700.191531 + Penalty 3496.546548 = -5418203.644983
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101576.830000 sec): 2 clusters
  Score: Raw -593319.859838 + Penalty 1378.658121 = -591941.201718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101577.020000 sec): 3 clusters
  Score: Raw -590863.121321 + Penalty 2757.316241 = -588105.805079
  nChanged 1916
		SP:Iteration 1F (101577.190000 sec): 3 clusters
  Score: Raw -591902.042718 + Penalty 2757.316241 = -589144.726477
  nChanged 334
		SP:Iteration 2F (101577.370000 sec): 3 clusters
  Score: Raw -592073.004450 + Penalty 2757.316241 = -589315.688209
  nChanged 239
		SP:Iteration 3Q (101577.540000 sec): 3 clusters
  Score: Raw -592200.289419 + Penalty 2757.316241 = -589442.973178
  nChanged 215
		SP:Iteration 4Q (101577.760000 sec): 3 clusters
  Score: Raw -592312.218253 + Penalty 2757.316241 = -589554.902012
  nChanged 208
		SP:Iteration 5Q (101578.010000 sec): 3 clusters
  Score: Raw -592437.144307 + Penalty 2757.316241 = -589679.828066
  nChanged 198
		SP:Iteration 6Q (101578.210000 sec): 3 clusters
  Score: Raw -592549.332810 + Penalty 2757.316241 = -589792.016569
  nChanged 201
		SP:Iteration 7Q (101578.470000 sec): 3 clusters
  Score: Raw -592660.985171 + Penalty 2757.316241 = -589903.668930
  nChanged 170
		SP:Iteration 8Q (101578.690000 sec): 3 clusters
  Score: Raw -592757.947396 + Penalty 2757.316241 = -590000.631155
  nChanged 149
		SP:Iteration 9Q (101578.870000 sec): 3 clusters
  Score: Raw -592838.176564 + Penalty 2757.316241 = -590080.860323
  nChanged 142
		SP:Iteration 10Q (101579.090000 sec): 3 clusters
  Score: Raw -592908.652590 + Penalty 2757.316241 = -590151.336348
  nChanged 106
		SP:Iteration 11Q (101579.330000 sec): 3 clusters
  Score: Raw -592954.507212 + Penalty 2757.316241 = -590197.190971
  nChanged 95
		SP:Iteration 12Q (101579.560000 sec): 3 clusters
  Score: Raw -592998.932107 + Penalty 2757.316241 = -590241.615866
  nChanged 77
		SP:Iteration 13Q (101579.760000 sec): 3 clusters
  Score: Raw -593036.041937 + Penalty 2757.316241 = -590278.725696
  nChanged 82
		SP:Iteration 14Q (101579.920000 sec): 3 clusters
  Score: Raw -593075.676428 + Penalty 2757.316241 = -590318.360187
  nChanged 75
		SP:Iteration 15Q (101580.060000 sec): 3 clusters
  Score: Raw -593110.774308 + Penalty 2757.316241 = -590353.458067
  nChanged 68
		SP:Iteration 16Q (101580.240000 sec): 3 clusters
  Score: Raw -593141.059441 + Penalty 2757.316241 = -590383.743200
  nChanged 70
		SP:Iteration 17Q (101580.400000 sec): 3 clusters
  Score: Raw -593170.480889 + Penalty 2757.316241 = -590413.164647
  nChanged 60
		SP:Iteration 18Q (101580.610000 sec): 3 clusters
  Score: Raw -593191.243981 + Penalty 2757.316241 = -590433.927740
  nChanged 43
		SP:Iteration 19Q (101580.810000 sec): 3 clusters
  Score: Raw -593205.205794 + Penalty 2757.316241 = -590447.889553
  nChanged 34
		SP:Iteration 20F (101580.980000 sec): 3 clusters
  Score: Raw -593215.367627 + Penalty 2757.316241 = -590458.051385
  nChanged 34
		SP:Iteration 21Q (101581.130000 sec): 3 clusters
  Score: Raw -593227.676822 + Penalty 2757.316241 = -590470.360581
  nChanged 29
		SP:Iteration 22Q (101581.370000 sec): 3 clusters
  Score: Raw -593235.572556 + Penalty 2757.316241 = -590478.256315
  nChanged 31
		SP:Iteration 23Q (101581.530000 sec): 3 clusters
  Score: Raw -593244.193549 + Penalty 2757.316241 = -590486.877308
  nChanged 36
		SP:Iteration 24Q (101581.690000 sec): 3 clusters
  Score: Raw -593253.656947 + Penalty 2757.316241 = -590496.340706
  nChanged 26
		SP:Iteration 25Q (101581.830000 sec): 3 clusters
  Score: Raw -593260.341824 + Penalty 2757.316241 = -590503.025583
  nChanged 23
		SP:Iteration 26Q (101581.970000 sec): 3 clusters
  Score: Raw -593267.001093 + Penalty 2757.316241 = -590509.684852
  nChanged 28
		SP:Iteration 27Q (101582.120000 sec): 3 clusters
  Score: Raw -593276.110835 + Penalty 2757.316241 = -590518.794594
  nChanged 27
		SP:Iteration 28Q (101582.260000 sec): 3 clusters
  Score: Raw -593283.105117 + Penalty 2757.316241 = -590525.788876
  nChanged 20
		SP:Iteration 29Q (101582.400000 sec): 3 clusters
  Score: Raw -593287.132628 + Penalty 2757.316241 = -590529.816387
  nChanged 13
		SP:Iteration 30Q (101582.590000 sec): 3 clusters
  Score: Raw -593289.950052 + Penalty 2757.316241 = -590532.633811
  nChanged 16
		SP:Iteration 31Q (101582.790000 sec): 3 clusters
  Score: Raw -593294.387723 + Penalty 2757.316241 = -590537.071482
  nChanged 21
		SP:Iteration 32Q (101583.030000 sec): 3 clusters
  Score: Raw -593300.093160 + Penalty 2757.316241 = -590542.776919
  nChanged 14
		SP:Iteration 33Q (101583.250000 sec): 3 clusters
  Score: Raw -593303.895489 + Penalty 2757.316241 = -590546.579248
  nChanged 14
		SP:Iteration 34Q (101583.390000 sec): 3 clusters
  Score: Raw -593307.644270 + Penalty 2757.316241 = -590550.328029
  nChanged 18
		SP:Iteration 35Q (101583.570000 sec): 3 clusters
  Score: Raw -593311.395021 + Penalty 2757.316241 = -590554.078780
  nChanged 16
		SP:Iteration 36Q (101583.720000 sec): 3 clusters
  Score: Raw -593314.988655 + Penalty 2757.316241 = -590557.672414
  nChanged 10
		SP:Iteration 37Q (101583.870000 sec): 3 clusters
  Score: Raw -593316.884747 + Penalty 2757.316241 = -590559.568506
  nChanged 10
		SP:Iteration 38Q (101584.010000 sec): 3 clusters
  Score: Raw -593318.634399 + Penalty 2757.316241 = -590561.318158
  nChanged 5
		SP:Iteration 39Q (101584.160000 sec): 3 clusters
  Score: Raw -593319.402002 + Penalty 2757.316241 = -590562.085761
  nChanged 3
		SP:Iteration 40F (101584.300000 sec): 3 clusters
  Score: Raw -593319.869490 + Penalty 2757.316241 = -590562.553249
  nChanged 6
		SP:Iteration 41Q (101584.450000 sec): 3 clusters
  Score: Raw -593321.094829 + Penalty 2757.316241 = -590563.778588
  nChanged 10
		SP:Iteration 42Q (101584.590000 sec): 3 clusters
  Score: Raw -593323.419092 + Penalty 2757.316241 = -590566.102851
  nChanged 11
		SP:Iteration 43Q (101584.730000 sec): 3 clusters
  Score: Raw -593326.065638 + Penalty 2757.316241 = -590568.749397
  nChanged 10
		SP:Iteration 44Q (101584.880000 sec): 3 clusters
  Score: Raw -593328.703288 + Penalty 2757.316241 = -590571.387047
  nChanged 10
		SP:Iteration 45Q (101585.020000 sec): 3 clusters
  Score: Raw -593330.502820 + Penalty 2757.316241 = -590573.186579
  nChanged 13
		SP:Iteration 46Q (101585.170000 sec): 3 clusters
  Score: Raw -593332.877024 + Penalty 2757.316241 = -590575.560783
  nChanged 11
		SP:Iteration 47Q (101585.310000 sec): 3 clusters
  Score: Raw -593335.158309 + Penalty 2757.316241 = -590577.842068
  nChanged 10
		SP:Iteration 48Q (101585.510000 sec): 3 clusters
  Score: Raw -593336.930270 + Penalty 2757.316241 = -590579.614029
  nChanged 9
		SP:Iteration 49Q (101585.690000 sec): 3 clusters
  Score: Raw -593338.615823 + Penalty 2757.316241 = -590581.299582
  nChanged 6
		SP:Iteration 50Q (101585.850000 sec): 3 clusters
  Score: Raw -593340.080834 + Penalty 2757.316241 = -590582.764593
  nChanged 6
		SP:Iteration 51Q (101586.030000 sec): 3 clusters
  Score: Raw -593341.221973 + Penalty 2757.316241 = -590583.905732
  nChanged 8
		SP:Iteration 52Q (101586.190000 sec): 3 clusters
  Score: Raw -593342.700146 + Penalty 2757.316241 = -590585.383905
  nChanged 6
		SP:Iteration 53Q (101586.380000 sec): 3 clusters
  Score: Raw -593343.533297 + Penalty 2757.316241 = -590586.217056
  nChanged 5
		SP:Iteration 54Q (101586.600000 sec): 3 clusters
  Score: Raw -593344.267512 + Penalty 2757.316241 = -590586.951271
  nChanged 5
		SP:Iteration 55Q (101586.830000 sec): 3 clusters
  Score: Raw -593344.969973 + Penalty 2757.316241 = -590587.653731
  nChanged 7
		SP:Iteration 56Q (101587.070000 sec): 3 clusters
  Score: Raw -593346.584520 + Penalty 2757.316241 = -590589.268278
  nChanged 6
		SP:Iteration 57Q (101587.280000 sec): 3 clusters
  Score: Raw -593348.322360 + Penalty 2757.316241 = -590591.006119
  nChanged 7
		SP:Iteration 58Q (101587.490000 sec): 3 clusters
  Score: Raw -593349.683804 + Penalty 2757.316241 = -590592.367563
  nChanged 6
		SP:Iteration 59Q (101587.680000 sec): 3 clusters
  Score: Raw -593351.021982 + Penalty 2757.316241 = -590593.705741
  nChanged 9
		SP:Iteration 60F (101587.890000 sec): 3 clusters
  Score: Raw -593353.115241 + Penalty 2757.316241 = -590595.799000
  nChanged 8
		SP:Iteration 61Q (101588.100000 sec): 3 clusters
  Score: Raw -593354.901627 + Penalty 2757.316241 = -590597.585386
  nChanged 11
		SP:Iteration 62Q (101588.310000 sec): 3 clusters
  Score: Raw -593356.949058 + Penalty 2757.316241 = -590599.632817
  nChanged 8
		SP:Iteration 63Q (101588.530000 sec): 3 clusters
  Score: Raw -593358.459045 + Penalty 2757.316241 = -590601.142803
  nChanged 4
		SP:Iteration 64Q (101588.710000 sec): 3 clusters
  Score: Raw -593359.702030 + Penalty 2757.316241 = -590602.385789
  nChanged 6
		SP:Iteration 65Q (101588.950000 sec): 3 clusters
  Score: Raw -593360.706242 + Penalty 2757.316241 = -590603.390001
  nChanged 1
		SP:Iteration 66Q (101589.140000 sec): 3 clusters
  Score: Raw -593360.814924 + Penalty 2757.316241 = -590603.498683
  nChanged 1
		SP:Iteration 67Q (101589.310000 sec): 3 clusters
  Score: Raw -593361.162002 + Penalty 2757.316241 = -590603.845760
  nChanged 4
		SP:Iteration 68Q (101589.510000 sec): 3 clusters
  Score: Raw -593362.020047 + Penalty 2757.316241 = -590604.703806
  nChanged 3
		SP:Iteration 69Q (101589.770000 sec): 3 clusters
  Score: Raw -593362.792236 + Penalty 2757.316241 = -590605.475995
  nChanged 2
		SP:Iteration 70Q (101589.980000 sec): 3 clusters
  Score: Raw -593363.476440 + Penalty 2757.316241 = -590606.160199
  nChanged 6
		SP:Iteration 71Q (101590.220000 sec): 3 clusters
  Score: Raw -593365.143701 + Penalty 2757.316241 = -590607.827460
  nChanged 8
		SP:Iteration 72Q (101590.420000 sec): 3 clusters
  Score: Raw -593367.138618 + Penalty 2757.316241 = -590609.822377
  nChanged 8
		SP:Iteration 73Q (101590.680000 sec): 3 clusters
  Score: Raw -593368.371312 + Penalty 2757.316241 = -590611.055070
  nChanged 3
		SP:Iteration 74Q (101590.900000 sec): 3 clusters
  Score: Raw -593368.876308 + Penalty 2757.316241 = -590611.560067
  nChanged 1
		SP:Iteration 75Q (101591.160000 sec): 3 clusters
  Score: Raw -593369.008582 + Penalty 2757.316241 = -590611.692341
  nChanged 3
		SP:Iteration 76Q (101591.360000 sec): 3 clusters
  Score: Raw -593369.508954 + Penalty 2757.316241 = -590612.192713
  nChanged 3
		SP:Iteration 77Q (101591.620000 sec): 3 clusters
  Score: Raw -593370.035581 + Penalty 2757.316241 = -590612.719340
  nChanged 5
		SP:Iteration 78Q (101591.850000 sec): 3 clusters
  Score: Raw -593371.167291 + Penalty 2757.316241 = -590613.851050
  nChanged 12
		SP:Iteration 79Q (101592.100000 sec): 3 clusters
  Score: Raw -593373.645666 + Penalty 2757.316241 = -590616.329425
  nChanged 11
		SP:Iteration 80F (101592.350000 sec): 3 clusters
  Score: Raw -593375.454000 + Penalty 2757.316241 = -590618.137759
  nChanged 10
		SP:Iteration 81Q (101592.590000 sec): 3 clusters
  Score: Raw -593377.228377 + Penalty 2757.316241 = -590619.912136
  nChanged 6
		SP:Iteration 82Q (101592.790000 sec): 3 clusters
  Score: Raw -593378.407580 + Penalty 2757.316241 = -590621.091339
  nChanged 4
		SP:Iteration 83Q (101592.990000 sec): 3 clusters
  Score: Raw -593379.312139 + Penalty 2757.316241 = -590621.995898
  nChanged 3
		SP:Iteration 84Q (101593.210000 sec): 3 clusters
  Score: Raw -593380.068890 + Penalty 2757.316241 = -590622.752649
  nChanged 6
		SP:Iteration 85Q (101593.380000 sec): 3 clusters
  Score: Raw -593381.433907 + Penalty 2757.316241 = -590624.117666
  nChanged 6
		SP:Iteration 86Q (101593.560000 sec): 3 clusters
  Score: Raw -593382.383330 + Penalty 2757.316241 = -590625.067088
  nChanged 4
		SP:Iteration 87Q (101593.740000 sec): 3 clusters
  Score: Raw -593383.538289 + Penalty 2757.316241 = -590626.222048
  nChanged 8
		SP:Iteration 88Q (101593.930000 sec): 3 clusters
  Score: Raw -593385.435893 + Penalty 2757.316241 = -590628.119652
  nChanged 13
		SP:Iteration 89Q (101594.140000 sec): 3 clusters
  Score: Raw -593390.205091 + Penalty 2757.316241 = -590632.888850
  nChanged 22
		SP:Iteration 90Q (101594.350000 sec): 3 clusters
  Score: Raw -593396.097351 + Penalty 2757.316241 = -590638.781110
  nChanged 21
		SP:Iteration 91Q (101594.620000 sec): 3 clusters
  Score: Raw -593401.766719 + Penalty 2757.316241 = -590644.450478
  nChanged 23
		SP:Iteration 92Q (101594.860000 sec): 3 clusters
  Score: Raw -593408.104531 + Penalty 2757.316241 = -590650.788289
  nChanged 23
		SP:Iteration 93Q (101595.100000 sec): 3 clusters
  Score: Raw -593414.388247 + Penalty 2757.316241 = -590657.072005
  nChanged 20
		SP:Iteration 94Q (101595.320000 sec): 3 clusters
  Score: Raw -593420.848541 + Penalty 2757.316241 = -590663.532299
  nChanged 24
		SP:Iteration 95Q (101595.500000 sec): 3 clusters
  Score: Raw -593428.221977 + Penalty 2757.316241 = -590670.905736
  nChanged 26
		SP:Iteration 96Q (101595.690000 sec): 3 clusters
  Score: Raw -593437.692614 + Penalty 2757.316241 = -590680.376372
  nChanged 30
		SP:Iteration 97Q (101595.880000 sec): 3 clusters
  Score: Raw -593448.784536 + Penalty 2757.316241 = -590691.468295
  nChanged 41
		SP:Iteration 98Q (101596.060000 sec): 3 clusters
  Score: Raw -593463.559384 + Penalty 2757.316241 = -590706.243142
  nChanged 38
		SP:Iteration 99Q (101596.240000 sec): 3 clusters
  Score: Raw -593480.105263 + Penalty 2757.316241 = -590722.789022
  nChanged 46
		SP:Iteration 100F (101596.370000 sec): 3 clusters
  Score: Raw -593500.974730 + Penalty 2757.316241 = -590743.658489
  nChanged 62
		SP:Iteration 101Q (101596.520000 sec): 3 clusters
  Score: Raw -593529.526266 + Penalty 2757.316241 = -590772.210024
  nChanged 51
		SP:Iteration 102Q (101596.710000 sec): 3 clusters
  Score: Raw -593548.913874 + Penalty 2757.316241 = -590791.597633
  nChanged 44
		SP:Iteration 103Q (101596.850000 sec): 3 clusters
  Score: Raw -593567.805030 + Penalty 2757.316241 = -590810.488789
  nChanged 42
		SP:Iteration 104Q (101597.050000 sec): 3 clusters
  Score: Raw -593586.170151 + Penalty 2757.316241 = -590828.853910
  nChanged 35
		SP:Iteration 105Q (101597.170000 sec): 3 clusters
  Score: Raw -593602.513389 + Penalty 2757.316241 = -590845.197148
  nChanged 43
		SP:Iteration 106Q (101597.370000 sec): 3 clusters
  Score: Raw -593621.573383 + Penalty 2757.316241 = -590864.257142
  nChanged 33
		SP:Iteration 107Q (101597.550000 sec): 3 clusters
  Score: Raw -593632.763987 + Penalty 2757.316241 = -590875.447746
  nChanged 31
		SP:Iteration 108Q (101597.710000 sec): 3 clusters
  Score: Raw -593644.752546 + Penalty 2757.316241 = -590887.436305
  nChanged 28
		SP:Iteration 109Q (101597.930000 sec): 3 clusters
  Score: Raw -593656.354331 + Penalty 2757.316241 = -590899.038089
  nChanged 28
		SP:Iteration 110Q (101598.080000 sec): 3 clusters
  Score: Raw -593667.618106 + Penalty 2757.316241 = -590910.301865
  nChanged 29
		SP:Iteration 111Q (101598.260000 sec): 3 clusters
  Score: Raw -593679.844774 + Penalty 2757.316241 = -590922.528532
  nChanged 27
		SP:Iteration 112Q (101598.440000 sec): 3 clusters
  Score: Raw -593690.533952 + Penalty 2757.316241 = -590933.217711
  nChanged 23
		SP:Iteration 113Q (101598.630000 sec): 3 clusters
  Score: Raw -593697.309385 + Penalty 2757.316241 = -590939.993144
  nChanged 17
		SP:Iteration 114Q (101598.830000 sec): 3 clusters
  Score: Raw -593702.771470 + Penalty 2757.316241 = -590945.455229
  nChanged 18
		SP:Iteration 115Q (101599.070000 sec): 3 clusters
  Score: Raw -593709.312185 + Penalty 2757.316241 = -590951.995944
  nChanged 10
		SP:Iteration 116Q (101599.310000 sec): 3 clusters
  Score: Raw -593713.290364 + Penalty 2757.316241 = -590955.974123
  nChanged 16
		SP:Iteration 117Q (101599.490000 sec): 3 clusters
  Score: Raw -593719.918257 + Penalty 2757.316241 = -590962.602016
  nChanged 20
		SP:Iteration 118Q (101599.720000 sec): 3 clusters
  Score: Raw -593728.393658 + Penalty 2757.316241 = -590971.077416
  nChanged 23
		SP:Iteration 119Q (101599.910000 sec): 3 clusters
  Score: Raw -593738.693983 + Penalty 2757.316241 = -590981.377742
  nChanged 19
		SP:Iteration 120F (101600.110000 sec): 3 clusters
  Score: Raw -593746.618674 + Penalty 2757.316241 = -590989.302432
  nChanged 22
		SP:Iteration 121Q (101600.340000 sec): 3 clusters
  Score: Raw -593755.262216 + Penalty 2757.316241 = -590997.945975
  nChanged 17
		SP:Iteration 122Q (101600.550000 sec): 3 clusters
  Score: Raw -593762.351667 + Penalty 2757.316241 = -591005.035426
  nChanged 15
		SP:Iteration 123Q (101600.760000 sec): 3 clusters
  Score: Raw -593768.444152 + Penalty 2757.316241 = -591011.127911
  nChanged 21
		SP:Iteration 124Q (101601.010000 sec): 3 clusters
  Score: Raw -593776.020716 + Penalty 2757.316241 = -591018.704475
  nChanged 15
		SP:Iteration 125Q (101601.260000 sec): 3 clusters
  Score: Raw -593780.564551 + Penalty 2757.316241 = -591023.248310
  nChanged 12
		SP:Iteration 126Q (101601.470000 sec): 3 clusters
  Score: Raw -593784.893451 + Penalty 2757.316241 = -591027.577210
  nChanged 8
		SP:Iteration 127Q (101601.650000 sec): 3 clusters
  Score: Raw -593789.682631 + Penalty 2757.316241 = -591032.366389
  nChanged 14
		SP:Iteration 128Q (101601.830000 sec): 3 clusters
  Score: Raw -593794.980523 + Penalty 2757.316241 = -591037.664282
  nChanged 6
		SP:Iteration 129Q (101601.990000 sec): 3 clusters
  Score: Raw -593796.978554 + Penalty 2757.316241 = -591039.662313
  nChanged 8
		SP:Iteration 130Q (101602.180000 sec): 3 clusters
  Score: Raw -593800.657211 + Penalty 2757.316241 = -591043.340970
  nChanged 11
		SP:Iteration 131Q (101602.390000 sec): 3 clusters
  Score: Raw -593804.826182 + Penalty 2757.316241 = -591047.509941
  nChanged 11
		SP:Iteration 132Q (101602.590000 sec): 3 clusters
  Score: Raw -593808.933615 + Penalty 2757.316241 = -591051.617374
  nChanged 11
		SP:Iteration 133Q (101602.800000 sec): 3 clusters
  Score: Raw -593812.714890 + Penalty 2757.316241 = -591055.398649
  nChanged 12
		SP:Iteration 134Q (101603.010000 sec): 3 clusters
  Score: Raw -593816.599625 + Penalty 2757.316241 = -591059.283384
  nChanged 7
		SP:Iteration 135Q (101603.200000 sec): 3 clusters
  Score: Raw -593819.073369 + Penalty 2757.316241 = -591061.757128
  nChanged 7
		SP:Iteration 136Q (101603.430000 sec): 3 clusters
  Score: Raw -593821.960686 + Penalty 2757.316241 = -591064.644445
  nChanged 5
		SP:Iteration 137Q (101603.660000 sec): 3 clusters
  Score: Raw -593823.936429 + Penalty 2757.316241 = -591066.620187
  nChanged 5
		SP:Iteration 138Q (101603.850000 sec): 3 clusters
  Score: Raw -593825.781749 + Penalty 2757.316241 = -591068.465508
  nChanged 1
		SP:Iteration 139Q (101604.080000 sec): 3 clusters
  Score: Raw -593826.255036 + Penalty 2757.316241 = -591068.938795
  nChanged 2
		SP:Iteration 140F (101604.280000 sec): 3 clusters
  Score: Raw -593826.819298 + Penalty 2757.316241 = -591069.503057
  nChanged 2
		SP:Iteration 141Q (101604.450000 sec): 3 clusters
  Score: Raw -593827.311620 + Penalty 2757.316241 = -591069.995379
  nChanged 2
		SP:Iteration 142Q (101604.650000 sec): 3 clusters
  Score: Raw -593828.193009 + Penalty 2757.316241 = -591070.876768
  nChanged 5
		SP:Iteration 143Q (101604.810000 sec): 3 clusters
  Score: Raw -593829.603453 + Penalty 2757.316241 = -591072.287212
  nChanged 4
		SP:Iteration 144Q (101605.020000 sec): 3 clusters
  Score: Raw -593830.778007 + Penalty 2757.316241 = -591073.461766
  nChanged 1
		SP:Iteration 145Q (101605.220000 sec): 3 clusters
  Score: Raw -593831.441909 + Penalty 2757.316241 = -591074.125668
  nChanged 2
		SP:Iteration 146Q (101605.460000 sec): 3 clusters
  Score: Raw -593832.243745 + Penalty 2757.316241 = -591074.927503
  nChanged 2
		SP:Iteration 147Q (101605.700000 sec): 3 clusters
  Score: Raw -593832.870544 + Penalty 2757.316241 = -591075.554302
  nChanged 3
		SP:Iteration 148Q (101605.910000 sec): 3 clusters
  Score: Raw -593834.042636 + Penalty 2757.316241 = -591076.726395
  nChanged 3
		SP:Iteration 149Q (101606.090000 sec): 3 clusters
  Score: Raw -593835.773268 + Penalty 2757.316241 = -591078.457027
  nChanged 6
		SP:Iteration 150Q (101606.260000 sec): 3 clusters
  Score: Raw -593838.135784 + Penalty 2757.316241 = -591080.819543
  nChanged 6
		SP:Iteration 151Q (101606.490000 sec): 3 clusters
  Score: Raw -593840.754164 + Penalty 2757.316241 = -591083.437923
  nChanged 5
		SP:Iteration 152Q (101606.670000 sec): 3 clusters
  Score: Raw -593843.037834 + Penalty 2757.316241 = -591085.721593
  nChanged 5
		SP:Iteration 153Q (101606.870000 sec): 3 clusters
  Score: Raw -593844.502571 + Penalty 2757.316241 = -591087.186330
  nChanged 5
		SP:Iteration 154Q (101607.020000 sec): 3 clusters
  Score: Raw -593845.939413 + Penalty 2757.316241 = -591088.623172
  nChanged 3
		SP:Iteration 155Q (101607.180000 sec): 3 clusters
  Score: Raw -593847.032300 + Penalty 2757.316241 = -591089.716059
  nChanged 2
		SP:Iteration 156Q (101607.400000 sec): 3 clusters
  Score: Raw -593847.719850 + Penalty 2757.316241 = -591090.403609
  nChanged 2
		SP:Iteration 157Q (101607.610000 sec): 3 clusters
  Score: Raw -593848.440963 + Penalty 2757.316241 = -591091.124721
  nChanged 2
		SP:Iteration 158Q (101607.830000 sec): 3 clusters
  Score: Raw -593849.360151 + Penalty 2757.316241 = -591092.043910
  nChanged 2
		SP:Iteration 159Q (101608.010000 sec): 3 clusters
  Score: Raw -593850.085800 + Penalty 2757.316241 = -591092.769558
  nChanged 1
		SP:Iteration 160F (101608.190000 sec): 3 clusters
  Score: Raw -593850.525186 + Penalty 2757.316241 = -591093.208945
  nChanged 3
		SP:Iteration 161Q (101608.450000 sec): 3 clusters
  Score: Raw -593851.702106 + Penalty 2757.316241 = -591094.385865
  nChanged 1
		SP:Iteration 162Q (101608.640000 sec): 3 clusters
  Score: Raw -593851.929109 + Penalty 2757.316241 = -591094.612868
  nChanged 0
		SP:Iteration 163F (101608.880000 sec): 3 clusters
  Score: Raw -593851.929109 + Penalty 2757.316241 = -591094.612868
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101609.060000 sec): 2 clusters
  Score: Raw -1530900.912179 + Penalty 1550.600828 = -1529350.311351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101609.310000 sec): 3 clusters
  Score: Raw -1522756.620422 + Penalty 3101.201655 = -1519655.418767
  nChanged 6240
		SP:Iteration 1F (101609.570000 sec): 3 clusters
  Score: Raw -1526497.856021 + Penalty 3101.201655 = -1523396.654365
  nChanged 1037
		SP:Iteration 2F (101609.810000 sec): 3 clusters
  Score: Raw -1527253.381020 + Penalty 3101.201655 = -1524152.179364
  nChanged 987
		SP:Iteration 3F (101610.090000 sec): 3 clusters
  Score: Raw -1527977.046506 + Penalty 3101.201655 = -1524875.844850
  nChanged 927
		SP:Iteration 4F (101610.360000 sec): 3 clusters
  Score: Raw -1528574.840620 + Penalty 3101.201655 = -1525473.638965
  nChanged 792
		SP:Iteration 5F (101610.600000 sec): 3 clusters
  Score: Raw -1529041.770209 + Penalty 3101.201655 = -1525940.568553
  nChanged 669
		SP:Iteration 6Q (101610.880000 sec): 3 clusters
  Score: Raw -1529385.610300 + Penalty 3101.201655 = -1526284.408644
  nChanged 524
		SP:Iteration 7Q (101611.120000 sec): 3 clusters
  Score: Raw -1529630.802610 + Penalty 3101.201655 = -1526529.600954
  nChanged 440
		SP:Iteration 8Q (101611.350000 sec): 3 clusters
  Score: Raw -1529821.789769 + Penalty 3101.201655 = -1526720.588114
  nChanged 347
		SP:Iteration 9Q (101611.620000 sec): 3 clusters
  Score: Raw -1529945.912942 + Penalty 3101.201655 = -1526844.711287
  nChanged 303
		SP:Iteration 10Q (101611.910000 sec): 3 clusters
  Score: Raw -1530032.591061 + Penalty 3101.201655 = -1526931.389406
  nChanged 224
		SP:Iteration 11Q (101612.160000 sec): 3 clusters
  Score: Raw -1530088.278035 + Penalty 3101.201655 = -1526987.076380
  nChanged 177
		SP:Iteration 12Q (101612.430000 sec): 3 clusters
  Score: Raw -1530131.899962 + Penalty 3101.201655 = -1527030.698307
  nChanged 160
		SP:Iteration 13Q (101612.650000 sec): 3 clusters
  Score: Raw -1530167.444936 + Penalty 3101.201655 = -1527066.243280
  nChanged 138
		SP:Iteration 14Q (101612.910000 sec): 3 clusters
  Score: Raw -1530195.088573 + Penalty 3101.201655 = -1527093.886917
  nChanged 113
		SP:Iteration 15Q (101613.210000 sec): 3 clusters
  Score: Raw -1530213.774663 + Penalty 3101.201655 = -1527112.573008
  nChanged 79
		SP:Iteration 16Q (101613.530000 sec): 3 clusters
  Score: Raw -1530225.562318 + Penalty 3101.201655 = -1527124.360662
  nChanged 64
		SP:Iteration 17Q (101613.790000 sec): 3 clusters
  Score: Raw -1530235.052122 + Penalty 3101.201655 = -1527133.850466
  nChanged 69
		SP:Iteration 18Q (101614.120000 sec): 3 clusters
  Score: Raw -1530248.332159 + Penalty 3101.201655 = -1527147.130503
  nChanged 65
		SP:Iteration 19Q (101614.320000 sec): 3 clusters
  Score: Raw -1530261.518166 + Penalty 3101.201655 = -1527160.316510
  nChanged 65
		SP:Iteration 20F (101614.580000 sec): 3 clusters
  Score: Raw -1530272.552023 + Penalty 3101.201655 = -1527171.350368
  nChanged 63
		SP:Iteration 21Q (101614.840000 sec): 3 clusters
  Score: Raw -1530282.008067 + Penalty 3101.201655 = -1527180.806411
  nChanged 46
		SP:Iteration 22Q (101615.090000 sec): 3 clusters
  Score: Raw -1530287.420237 + Penalty 3101.201655 = -1527186.218582
  nChanged 47
		SP:Iteration 23Q (101615.320000 sec): 3 clusters
  Score: Raw -1530292.965962 + Penalty 3101.201655 = -1527191.764306
  nChanged 39
		SP:Iteration 24Q (101615.640000 sec): 3 clusters
  Score: Raw -1530297.263266 + Penalty 3101.201655 = -1527196.061610
  nChanged 33
		SP:Iteration 25Q (101615.940000 sec): 3 clusters
  Score: Raw -1530300.855927 + Penalty 3101.201655 = -1527199.654271
  nChanged 31
		SP:Iteration 26Q (101616.190000 sec): 3 clusters
  Score: Raw -1530303.667253 + Penalty 3101.201655 = -1527202.465597
  nChanged 27
		SP:Iteration 27Q (101616.430000 sec): 3 clusters
  Score: Raw -1530306.444210 + Penalty 3101.201655 = -1527205.242554
  nChanged 29
		SP:Iteration 28Q (101616.670000 sec): 3 clusters
  Score: Raw -1530310.798972 + Penalty 3101.201655 = -1527209.597316
  nChanged 31
		SP:Iteration 29Q (101616.890000 sec): 3 clusters
  Score: Raw -1530315.107136 + Penalty 3101.201655 = -1527213.905480
  nChanged 40
		SP:Iteration 30Q (101617.100000 sec): 3 clusters
  Score: Raw -1530321.090491 + Penalty 3101.201655 = -1527219.888835
  nChanged 39
		SP:Iteration 31Q (101617.300000 sec): 3 clusters
  Score: Raw -1530326.110450 + Penalty 3101.201655 = -1527224.908795
  nChanged 28
		SP:Iteration 32Q (101617.530000 sec): 3 clusters
  Score: Raw -1530328.977826 + Penalty 3101.201655 = -1527227.776171
  nChanged 23
		SP:Iteration 33Q (101617.740000 sec): 3 clusters
  Score: Raw -1530331.364631 + Penalty 3101.201655 = -1527230.162976
  nChanged 14
		SP:Iteration 34Q (101617.980000 sec): 3 clusters
  Score: Raw -1530332.587323 + Penalty 3101.201655 = -1527231.385668
  nChanged 16
		SP:Iteration 35Q (101618.160000 sec): 3 clusters
  Score: Raw -1530334.011453 + Penalty 3101.201655 = -1527232.809798
  nChanged 10
		SP:Iteration 36Q (101618.390000 sec): 3 clusters
  Score: Raw -1530335.174987 + Penalty 3101.201655 = -1527233.973331
  nChanged 20
		SP:Iteration 37Q (101618.630000 sec): 3 clusters
  Score: Raw -1530337.486742 + Penalty 3101.201655 = -1527236.285087
  nChanged 15
		SP:Iteration 38Q (101618.850000 sec): 3 clusters
  Score: Raw -1530338.935115 + Penalty 3101.201655 = -1527237.733460
  nChanged 18
		SP:Iteration 39Q (101619.070000 sec): 3 clusters
  Score: Raw -1530340.456521 + Penalty 3101.201655 = -1527239.254866
  nChanged 13
		SP:Iteration 40F (101619.310000 sec): 3 clusters
  Score: Raw -1530341.342371 + Penalty 3101.201655 = -1527240.140715
  nChanged 12
		SP:Iteration 41Q (101619.510000 sec): 3 clusters
  Score: Raw -1530342.174778 + Penalty 3101.201655 = -1527240.973122
  nChanged 12
		SP:Iteration 42Q (101619.700000 sec): 3 clusters
  Score: Raw -1530343.160823 + Penalty 3101.201655 = -1527241.959167
  nChanged 13
		SP:Iteration 43Q (101620.000000 sec): 3 clusters
  Score: Raw -1530345.172179 + Penalty 3101.201655 = -1527243.970523
  nChanged 20
		SP:Iteration 44Q (101620.250000 sec): 3 clusters
  Score: Raw -1530347.437787 + Penalty 3101.201655 = -1527246.236132
  nChanged 24
		SP:Iteration 45Q (101620.500000 sec): 3 clusters
  Score: Raw -1530350.021303 + Penalty 3101.201655 = -1527248.819647
  nChanged 27
		SP:Iteration 46Q (101620.790000 sec): 3 clusters
  Score: Raw -1530353.169036 + Penalty 3101.201655 = -1527251.967381
  nChanged 36
		SP:Iteration 47Q (101621.030000 sec): 3 clusters
  Score: Raw -1530356.452884 + Penalty 3101.201655 = -1527255.251229
  nChanged 23
		SP:Iteration 48Q (101621.300000 sec): 3 clusters
  Score: Raw -1530358.796762 + Penalty 3101.201655 = -1527257.595107
  nChanged 19
		SP:Iteration 49Q (101621.550000 sec): 3 clusters
  Score: Raw -1530360.465499 + Penalty 3101.201655 = -1527259.263844
  nChanged 16
		SP:Iteration 50Q (101621.770000 sec): 3 clusters
  Score: Raw -1530361.660690 + Penalty 3101.201655 = -1527260.459035
  nChanged 18
		SP:Iteration 51Q (101622.000000 sec): 3 clusters
  Score: Raw -1530363.358838 + Penalty 3101.201655 = -1527262.157182
  nChanged 24
		SP:Iteration 52Q (101622.300000 sec): 3 clusters
  Score: Raw -1530365.733035 + Penalty 3101.201655 = -1527264.531379
  nChanged 26
		SP:Iteration 53Q (101622.550000 sec): 3 clusters
  Score: Raw -1530368.265094 + Penalty 3101.201655 = -1527267.063438
  nChanged 21
		SP:Iteration 54Q (101622.800000 sec): 3 clusters
  Score: Raw -1530370.223668 + Penalty 3101.201655 = -1527269.022013
  nChanged 18
		SP:Iteration 55Q (101623.080000 sec): 3 clusters
  Score: Raw -1530371.336557 + Penalty 3101.201655 = -1527270.134902
  nChanged 14
		SP:Iteration 56Q (101623.340000 sec): 3 clusters
  Score: Raw -1530372.375168 + Penalty 3101.201655 = -1527271.173513
  nChanged 17
		SP:Iteration 57Q (101623.590000 sec): 3 clusters
  Score: Raw -1530374.261789 + Penalty 3101.201655 = -1527273.060134
  nChanged 19
		SP:Iteration 58Q (101623.860000 sec): 3 clusters
  Score: Raw -1530375.601940 + Penalty 3101.201655 = -1527274.400285
  nChanged 12
		SP:Iteration 59Q (101624.160000 sec): 3 clusters
  Score: Raw -1530376.760903 + Penalty 3101.201655 = -1527275.559248
  nChanged 12
		SP:Iteration 60F (101624.330000 sec): 3 clusters
  Score: Raw -1530377.699778 + Penalty 3101.201655 = -1527276.498122
  nChanged 14
		SP:Iteration 61Q (101624.530000 sec): 3 clusters
  Score: Raw -1530378.493948 + Penalty 3101.201655 = -1527277.292292
  nChanged 11
		SP:Iteration 62Q (101624.740000 sec): 3 clusters
  Score: Raw -1530379.214314 + Penalty 3101.201655 = -1527278.012659
  nChanged 4
		SP:Iteration 63Q (101624.980000 sec): 3 clusters
  Score: Raw -1530379.520166 + Penalty 3101.201655 = -1527278.318511
  nChanged 4
		SP:Iteration 64Q (101625.220000 sec): 3 clusters
  Score: Raw -1530379.875172 + Penalty 3101.201655 = -1527278.673517
  nChanged 8
		SP:Iteration 65Q (101625.540000 sec): 3 clusters
  Score: Raw -1530380.504278 + Penalty 3101.201655 = -1527279.302623
  nChanged 10
		SP:Iteration 66Q (101625.780000 sec): 3 clusters
  Score: Raw -1530381.537934 + Penalty 3101.201655 = -1527280.336279
  nChanged 14
		SP:Iteration 67Q (101626.100000 sec): 3 clusters
  Score: Raw -1530382.648822 + Penalty 3101.201655 = -1527281.447167
  nChanged 13
		SP:Iteration 68Q (101626.350000 sec): 3 clusters
  Score: Raw -1530383.897163 + Penalty 3101.201655 = -1527282.695508
  nChanged 18
		SP:Iteration 69Q (101626.600000 sec): 3 clusters
  Score: Raw -1530385.828675 + Penalty 3101.201655 = -1527284.627019
  nChanged 16
		SP:Iteration 70Q (101626.830000 sec): 3 clusters
  Score: Raw -1530386.965404 + Penalty 3101.201655 = -1527285.763748
  nChanged 8
		SP:Iteration 71Q (101627.060000 sec): 3 clusters
  Score: Raw -1530387.685318 + Penalty 3101.201655 = -1527286.483663
  nChanged 11
		SP:Iteration 72Q (101627.300000 sec): 3 clusters
  Score: Raw -1530388.894361 + Penalty 3101.201655 = -1527287.692706
  nChanged 9
		SP:Iteration 73Q (101627.490000 sec): 3 clusters
  Score: Raw -1530389.907733 + Penalty 3101.201655 = -1527288.706077
  nChanged 9
		SP:Iteration 74Q (101627.780000 sec): 3 clusters
  Score: Raw -1530390.913194 + Penalty 3101.201655 = -1527289.711539
  nChanged 9
		SP:Iteration 75Q (101628.040000 sec): 3 clusters
  Score: Raw -1530391.692114 + Penalty 3101.201655 = -1527290.490459
  nChanged 10
		SP:Iteration 76Q (101628.280000 sec): 3 clusters
  Score: Raw -1530392.786467 + Penalty 3101.201655 = -1527291.584812
  nChanged 9
		SP:Iteration 77Q (101628.580000 sec): 3 clusters
  Score: Raw -1530393.403623 + Penalty 3101.201655 = -1527292.201968
  nChanged 9
		SP:Iteration 78Q (101628.850000 sec): 3 clusters
  Score: Raw -1530393.872428 + Penalty 3101.201655 = -1527292.670772
  nChanged 5
		SP:Iteration 79Q (101629.140000 sec): 3 clusters
  Score: Raw -1530394.297085 + Penalty 3101.201655 = -1527293.095429
  nChanged 7
		SP:Iteration 80F (101629.440000 sec): 3 clusters
  Score: Raw -1530394.857945 + Penalty 3101.201655 = -1527293.656290
  nChanged 4
		SP:Iteration 81Q (101629.720000 sec): 3 clusters
  Score: Raw -1530394.985357 + Penalty 3101.201655 = -1527293.783702
  nChanged 2
		SP:Iteration 82Q (101629.990000 sec): 3 clusters
  Score: Raw -1530395.079597 + Penalty 3101.201655 = -1527293.877941
  nChanged 2
		SP:Iteration 83Q (101630.280000 sec): 3 clusters
  Score: Raw -1530395.136300 + Penalty 3101.201655 = -1527293.934645
  nChanged 0
		SP:Iteration 84F (101630.520000 sec): 3 clusters
  Score: Raw -1530395.136300 + Penalty 3101.201655 = -1527293.934645
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101630.640000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101630.840000 sec): 3 clusters
  Score: Raw -19189.752685 + Penalty 1708.685996 = -17481.066689
  nChanged 26
		SP:Iteration 1F (101631.010000 sec): 3 clusters
  Score: Raw -19274.553051 + Penalty 1708.685996 = -17565.867055
  nChanged 5
		SP:Iteration 2Q (101631.120000 sec): 3 clusters
  Score: Raw -19290.419046 + Penalty 1708.685996 = -17581.733050
  nChanged 0
		SP:Iteration 3F (101631.310000 sec): 3 clusters
  Score: Raw -19290.419046 + Penalty 1708.685996 = -17581.733050
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (362870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101633.200000 sec): 2 clusters
  Score: Raw -44130568.378523 + Penalty 2080.292487 = -44128488.086036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101635.280000 sec): 3 clusters
  Score: Raw -43887495.856556 + Penalty 4160.584975 = -43883335.271581
  nChanged 176837
		SP:Iteration 1F (101637.210000 sec): 3 clusters
  Score: Raw -43995611.407900 + Penalty 4160.584975 = -43991450.822925
  nChanged 13627
		SP:Iteration 2Q (101639.190000 sec): 3 clusters
  Score: Raw -44000304.742920 + Penalty 4160.584975 = -43996144.157945
  nChanged 18456
		SP:Iteration 3F (101641.050000 sec): 3 clusters
  Score: Raw -44009168.489961 + Penalty 4160.584975 = -44005007.904986
  nChanged 24826
		SP:Iteration 4F (101642.840000 sec): 3 clusters
  Score: Raw -44025272.725580 + Penalty 4160.584975 = -44021112.140605
  nChanged 30686
		SP:Iteration 5F (101644.600000 sec): 3 clusters
  Score: Raw -44050446.331627 + Penalty 4160.584975 = -44046285.746653
  nChanged 31983
		SP:Iteration 6F (101646.420000 sec): 3 clusters
  Score: Raw -44080868.226944 + Penalty 4160.584975 = -44076707.641969
  nChanged 25908
		SP:Iteration 7F (101648.250000 sec): 3 clusters
  Score: Raw -44106919.290965 + Penalty 4160.584975 = -44102758.705991
  nChanged 15119
		SP:Iteration 8Q (101650.260000 sec): 3 clusters
  Score: Raw -44121932.671213 + Penalty 4160.584975 = -44117772.086239
  nChanged 6460
		SP:Iteration 9Q (101652.230000 sec): 3 clusters
  Score: Raw -44127938.289916 + Penalty 4160.584975 = -44123777.704941
  nChanged 2135
		SP:Iteration 10Q (101653.710000 sec): 3 clusters
  Score: Raw -44129821.409320 + Penalty 4160.584975 = -44125660.824345
  nChanged 649
		SP:Iteration 11Q (101655.240000 sec): 3 clusters
  Score: Raw -44130414.457311 + Penalty 4160.584975 = -44126253.872337
  nChanged 225
		SP:Iteration 12Q (101656.760000 sec): 3 clusters
  Score: Raw -44130629.614404 + Penalty 4160.584975 = -44126469.029429
  nChanged 117
		SP:Iteration 13Q (101658.310000 sec): 3 clusters
  Score: Raw -44130742.089222 + Penalty 4160.584975 = -44126581.504248
  nChanged 53
		SP:Iteration 14Q (101660.030000 sec): 3 clusters
  Score: Raw -44130796.477263 + Penalty 4160.584975 = -44126635.892288
  nChanged 39
		SP:Iteration 15Q (101661.640000 sec): 3 clusters
  Score: Raw -44130832.916551 + Penalty 4160.584975 = -44126672.331576
  nChanged 29
		SP:Iteration 16Q (101663.140000 sec): 3 clusters
  Score: Raw -44130856.551184 + Penalty 4160.584975 = -44126695.966209
  nChanged 16
		SP:Iteration 17Q (101664.650000 sec): 3 clusters
  Score: Raw -44130868.232742 + Penalty 4160.584975 = -44126707.647768
  nChanged 10
		SP:Iteration 18Q (101666.340000 sec): 3 clusters
  Score: Raw -44130873.474581 + Penalty 4160.584975 = -44126712.889606
  nChanged 8
		SP:Iteration 19Q (101667.880000 sec): 3 clusters
  Score: Raw -44130878.142246 + Penalty 4160.584975 = -44126717.557271
  nChanged 6
		SP:Iteration 20F (101669.810000 sec): 3 clusters
  Score: Raw -44130882.658826 + Penalty 4160.584975 = -44126722.073851
  nChanged 3
		SP:Iteration 21Q (101671.460000 sec): 3 clusters
  Score: Raw -44130885.447639 + Penalty 4160.584975 = -44126724.862664
  nChanged 1
		SP:Iteration 22Q (101673.070000 sec): 3 clusters
  Score: Raw -44130886.838242 + Penalty 4160.584975 = -44126726.253267
  nChanged 2
		SP:Iteration 23Q (101674.620000 sec): 3 clusters
  Score: Raw -44130889.263039 + Penalty 4160.584975 = -44126728.678064
  nChanged 3
		SP:Iteration 24Q (101676.170000 sec): 3 clusters
  Score: Raw -44130890.517581 + Penalty 4160.584975 = -44126729.932607
  nChanged 1
		SP:Iteration 25Q (101677.640000 sec): 3 clusters
  Score: Raw -44130890.907401 + Penalty 4160.584975 = -44126730.322426
  nChanged 0
		SP:Iteration 26F (101679.390000 sec): 3 clusters
  Score: Raw -44130890.907401 + Penalty 4160.584975 = -44126730.322426
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101679.720000 sec): 2 clusters
  Score: Raw -2562843.525861 + Penalty 1627.660078 = -2561215.865783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101680.110000 sec): 3 clusters
  Score: Raw -2549225.232498 + Penalty 3255.320156 = -2545969.912343
  nChanged 10160
		SP:Iteration 1F (101680.430000 sec): 3 clusters
  Score: Raw -2555057.912130 + Penalty 3255.320156 = -2551802.591974
  nChanged 1260
		SP:Iteration 2F (101680.770000 sec): 3 clusters
  Score: Raw -2555644.432255 + Penalty 3255.320156 = -2552389.112100
  nChanged 1303
		SP:Iteration 3F (101681.090000 sec): 3 clusters
  Score: Raw -2556301.627270 + Penalty 3255.320156 = -2553046.307115
  nChanged 1375
		SP:Iteration 4F (101681.390000 sec): 3 clusters
  Score: Raw -2557040.935396 + Penalty 3255.320156 = -2553785.615240
  nChanged 1333
		SP:Iteration 5F (101681.680000 sec): 3 clusters
  Score: Raw -2557783.701019 + Penalty 3255.320156 = -2554528.380864
  nChanged 1273
		SP:Iteration 6F (101682.020000 sec): 3 clusters
  Score: Raw -2558473.076075 + Penalty 3255.320156 = -2555217.755920
  nChanged 1118
		SP:Iteration 7Q (101682.330000 sec): 3 clusters
  Score: Raw -2559091.200376 + Penalty 3255.320156 = -2555835.880221
  nChanged 1017
		SP:Iteration 8Q (101682.660000 sec): 3 clusters
  Score: Raw -2559675.740638 + Penalty 3255.320156 = -2556420.420483
  nChanged 857
		SP:Iteration 9Q (101682.930000 sec): 3 clusters
  Score: Raw -2560195.486947 + Penalty 3255.320156 = -2556940.166791
  nChanged 770
		SP:Iteration 10Q (101683.210000 sec): 3 clusters
  Score: Raw -2560664.295005 + Penalty 3255.320156 = -2557408.974849
  nChanged 657
		SP:Iteration 11Q (101683.560000 sec): 3 clusters
  Score: Raw -2561069.108183 + Penalty 3255.320156 = -2557813.788028
  nChanged 581
		SP:Iteration 12Q (101683.880000 sec): 3 clusters
  Score: Raw -2561413.209993 + Penalty 3255.320156 = -2558157.889837
  nChanged 497
		SP:Iteration 13Q (101684.220000 sec): 3 clusters
  Score: Raw -2561684.487281 + Penalty 3255.320156 = -2558429.167125
  nChanged 413
		SP:Iteration 14Q (101684.510000 sec): 3 clusters
  Score: Raw -2561906.945362 + Penalty 3255.320156 = -2558651.625207
  nChanged 354
		SP:Iteration 15Q (101684.840000 sec): 3 clusters
  Score: Raw -2562111.634208 + Penalty 3255.320156 = -2558856.314052
  nChanged 299
		SP:Iteration 16Q (101685.160000 sec): 3 clusters
  Score: Raw -2562308.830488 + Penalty 3255.320156 = -2559053.510332
  nChanged 315
		SP:Iteration 17Q (101685.460000 sec): 3 clusters
  Score: Raw -2562510.028535 + Penalty 3255.320156 = -2559254.708379
  nChanged 279
		SP:Iteration 18Q (101685.700000 sec): 3 clusters
  Score: Raw -2562704.709736 + Penalty 3255.320156 = -2559449.389580
  nChanged 275
		SP:Iteration 19Q (101686.020000 sec): 3 clusters
  Score: Raw -2562911.762362 + Penalty 3255.320156 = -2559656.442207
  nChanged 281
		SP:Iteration 20F (101686.320000 sec): 3 clusters
  Score: Raw -2563106.509345 + Penalty 3255.320156 = -2559851.189190
  nChanged 237
		SP:Iteration 21Q (101686.610000 sec): 3 clusters
  Score: Raw -2563280.331711 + Penalty 3255.320156 = -2560025.011555
  nChanged 212
		SP:Iteration 22Q (101686.920000 sec): 3 clusters
  Score: Raw -2563381.009114 + Penalty 3255.320156 = -2560125.688958
  nChanged 149
		SP:Iteration 23Q (101687.200000 sec): 3 clusters
  Score: Raw -2563434.530242 + Penalty 3255.320156 = -2560179.210086
  nChanged 133
		SP:Iteration 24Q (101687.500000 sec): 3 clusters
  Score: Raw -2563472.211549 + Penalty 3255.320156 = -2560216.891393
  nChanged 117
		SP:Iteration 25Q (101687.810000 sec): 3 clusters
  Score: Raw -2563511.605657 + Penalty 3255.320156 = -2560256.285501
  nChanged 112
		SP:Iteration 26Q (101688.120000 sec): 3 clusters
  Score: Raw -2563542.639901 + Penalty 3255.320156 = -2560287.319745
  nChanged 84
		SP:Iteration 27Q (101688.430000 sec): 3 clusters
  Score: Raw -2563560.319121 + Penalty 3255.320156 = -2560304.998965
  nChanged 67
		SP:Iteration 28Q (101688.700000 sec): 3 clusters
  Score: Raw -2563575.588240 + Penalty 3255.320156 = -2560320.268085
  nChanged 56
		SP:Iteration 29Q (101689.040000 sec): 3 clusters
  Score: Raw -2563586.196205 + Penalty 3255.320156 = -2560330.876050
  nChanged 42
		SP:Iteration 30Q (101689.340000 sec): 3 clusters
  Score: Raw -2563593.548550 + Penalty 3255.320156 = -2560338.228395
  nChanged 47
		SP:Iteration 31Q (101689.620000 sec): 3 clusters
  Score: Raw -2563600.806738 + Penalty 3255.320156 = -2560345.486582
  nChanged 32
		SP:Iteration 32Q (101689.970000 sec): 3 clusters
  Score: Raw -2563605.946050 + Penalty 3255.320156 = -2560350.625894
  nChanged 18
		SP:Iteration 33Q (101690.290000 sec): 3 clusters
  Score: Raw -2563607.900207 + Penalty 3255.320156 = -2560352.580051
  nChanged 14
		SP:Iteration 34Q (101690.580000 sec): 3 clusters
  Score: Raw -2563609.775051 + Penalty 3255.320156 = -2560354.454896
  nChanged 18
		SP:Iteration 35Q (101690.870000 sec): 3 clusters
  Score: Raw -2563612.377373 + Penalty 3255.320156 = -2560357.057218
  nChanged 12
		SP:Iteration 36Q (101691.270000 sec): 3 clusters
  Score: Raw -2563613.353932 + Penalty 3255.320156 = -2560358.033776
  nChanged 6
		SP:Iteration 37Q (101691.630000 sec): 3 clusters
  Score: Raw -2563613.957863 + Penalty 3255.320156 = -2560358.637708
  nChanged 10
		SP:Iteration 38Q (101691.950000 sec): 3 clusters
  Score: Raw -2563614.887652 + Penalty 3255.320156 = -2560359.567497
  nChanged 5
		SP:Iteration 39Q (101692.230000 sec): 3 clusters
  Score: Raw -2563615.423245 + Penalty 3255.320156 = -2560360.103089
  nChanged 4
		SP:Iteration 40F (101692.610000 sec): 3 clusters
  Score: Raw -2563615.743757 + Penalty 3255.320156 = -2560360.423602
  nChanged 2
		SP:Iteration 41Q (101692.860000 sec): 3 clusters
  Score: Raw -2563615.852951 + Penalty 3255.320156 = -2560360.532795
  nChanged 3
		SP:Iteration 42Q (101693.170000 sec): 3 clusters
  Score: Raw -2563616.118023 + Penalty 3255.320156 = -2560360.797868
  nChanged 2
		SP:Iteration 43Q (101693.500000 sec): 3 clusters
  Score: Raw -2563616.257744 + Penalty 3255.320156 = -2560360.937589
  nChanged 2
		SP:Iteration 44Q (101693.820000 sec): 3 clusters
  Score: Raw -2563616.490783 + Penalty 3255.320156 = -2560361.170627
  nChanged 4
		SP:Iteration 45Q (101694.100000 sec): 3 clusters
  Score: Raw -2563616.893202 + Penalty 3255.320156 = -2560361.573047
  nChanged 1
		SP:Iteration 46Q (101694.390000 sec): 3 clusters
  Score: Raw -2563616.968980 + Penalty 3255.320156 = -2560361.648824
  nChanged 0
		SP:Iteration 47F (101694.650000 sec): 3 clusters
  Score: Raw -2563616.968980 + Penalty 3255.320156 = -2560361.648824
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101694.950000 sec): 2 clusters
  Score: Raw -5108351.729747 + Penalty 1726.855024 = -5106624.874723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101695.400000 sec): 3 clusters
  Score: Raw -5082502.766338 + Penalty 3453.710048 = -5079049.056290
  nChanged 19273
		SP:Iteration 1F (101695.890000 sec): 3 clusters
  Score: Raw -5093419.494451 + Penalty 3453.710048 = -5089965.784403
  nChanged 1975
		SP:Iteration 2Q (101696.280000 sec): 3 clusters
  Score: Raw -5094180.485139 + Penalty 3453.710048 = -5090726.775091
  nChanged 2323
		SP:Iteration 3F (101696.700000 sec): 3 clusters
  Score: Raw -5095255.417362 + Penalty 3453.710048 = -5091801.707314
  nChanged 2578
		SP:Iteration 4F (101697.120000 sec): 3 clusters
  Score: Raw -5096710.068937 + Penalty 3453.710048 = -5093256.358889
  nChanged 2882
		SP:Iteration 5F (101697.490000 sec): 3 clusters
  Score: Raw -5098576.163813 + Penalty 3453.710048 = -5095122.453765
  nChanged 2866
		SP:Iteration 6F (101697.840000 sec): 3 clusters
  Score: Raw -5100621.136877 + Penalty 3453.710048 = -5097167.426829
  nChanged 2640
		SP:Iteration 7F (101698.260000 sec): 3 clusters
  Score: Raw -5102694.513618 + Penalty 3453.710048 = -5099240.803570
  nChanged 2292
		SP:Iteration 8F (101698.700000 sec): 3 clusters
  Score: Raw -5104623.166628 + Penalty 3453.710048 = -5101169.456581
  nChanged 1828
		SP:Iteration 9Q (101699.070000 sec): 3 clusters
  Score: Raw -5106255.582469 + Penalty 3453.710048 = -5102801.872421
  nChanged 1250
		SP:Iteration 10Q (101699.630000 sec): 3 clusters
  Score: Raw -5107390.854601 + Penalty 3453.710048 = -5103937.144553
  nChanged 682
		SP:Iteration 11Q (101700.010000 sec): 3 clusters
  Score: Raw -5108023.808975 + Penalty 3453.710048 = -5104570.098927
  nChanged 306
		SP:Iteration 12Q (101700.400000 sec): 3 clusters
  Score: Raw -5108312.398120 + Penalty 3453.710048 = -5104858.688072
  nChanged 128
		SP:Iteration 13Q (101700.820000 sec): 3 clusters
  Score: Raw -5108446.984766 + Penalty 3453.710048 = -5104993.274718
  nChanged 60
		SP:Iteration 14Q (101701.180000 sec): 3 clusters
  Score: Raw -5108507.456985 + Penalty 3453.710048 = -5105053.746937
  nChanged 41
		SP:Iteration 15Q (101701.530000 sec): 3 clusters
  Score: Raw -5108547.847452 + Penalty 3453.710048 = -5105094.137404
  nChanged 25
		SP:Iteration 16Q (101701.890000 sec): 3 clusters
  Score: Raw -5108567.717562 + Penalty 3453.710048 = -5105114.007514
  nChanged 8
		SP:Iteration 17Q (101702.240000 sec): 3 clusters
  Score: Raw -5108575.117148 + Penalty 3453.710048 = -5105121.407100
  nChanged 6
		SP:Iteration 18Q (101702.540000 sec): 3 clusters
  Score: Raw -5108579.781968 + Penalty 3453.710048 = -5105126.071920
  nChanged 3
		SP:Iteration 19Q (101702.930000 sec): 3 clusters
  Score: Raw -5108581.495843 + Penalty 3453.710048 = -5105127.785795
  nChanged 3
		SP:Iteration 20F (101703.400000 sec): 3 clusters
  Score: Raw -5108584.682891 + Penalty 3453.710048 = -5105130.972843
  nChanged 2
		SP:Iteration 21Q (101703.810000 sec): 3 clusters
  Score: Raw -5108586.167833 + Penalty 3453.710048 = -5105132.457785
  nChanged 1
		SP:Iteration 22Q (101704.140000 sec): 3 clusters
  Score: Raw -5108587.324969 + Penalty 3453.710048 = -5105133.614921
  nChanged 1
		SP:Iteration 23Q (101704.550000 sec): 3 clusters
  Score: Raw -5108588.676791 + Penalty 3453.710048 = -5105134.966743
  nChanged 1
		SP:Iteration 24Q (101704.950000 sec): 3 clusters
  Score: Raw -5108589.585061 + Penalty 3453.710048 = -5105135.875014
  nChanged 0
		SP:Iteration 25F (101705.350000 sec): 3 clusters
  Score: Raw -5108589.585061 + Penalty 3453.710048 = -5105135.875014
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101705.550000 sec): 2 clusters
  Score: Raw -1661455.408945 + Penalty 1549.207176 = -1659906.201769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101705.910000 sec): 3 clusters
  Score: Raw -1653411.076422 + Penalty 3098.414351 = -1650312.662071
  nChanged 6124
		SP:Iteration 1F (101706.130000 sec): 3 clusters
  Score: Raw -1656898.676888 + Penalty 3098.414351 = -1653800.262537
  nChanged 880
		SP:Iteration 2F (101706.430000 sec): 3 clusters
  Score: Raw -1657374.756538 + Penalty 3098.414351 = -1654276.342187
  nChanged 904
		SP:Iteration 3F (101706.730000 sec): 3 clusters
  Score: Raw -1657908.911140 + Penalty 3098.414351 = -1654810.496789
  nChanged 968
		SP:Iteration 4F (101707.020000 sec): 3 clusters
  Score: Raw -1658534.109418 + Penalty 3098.414351 = -1655435.695067
  nChanged 914
		SP:Iteration 5F (101707.340000 sec): 3 clusters
  Score: Raw -1659162.441440 + Penalty 3098.414351 = -1656064.027089
  nChanged 830
		SP:Iteration 6F (101707.590000 sec): 3 clusters
  Score: Raw -1659785.563114 + Penalty 3098.414351 = -1656687.148762
  nChanged 701
		SP:Iteration 7F (101707.870000 sec): 3 clusters
  Score: Raw -1660355.914779 + Penalty 3098.414351 = -1657257.500427
  nChanged 547
		SP:Iteration 8Q (101708.160000 sec): 3 clusters
  Score: Raw -1660836.261975 + Penalty 3098.414351 = -1657737.847624
  nChanged 372
		SP:Iteration 9Q (101708.430000 sec): 3 clusters
  Score: Raw -1661150.354422 + Penalty 3098.414351 = -1658051.940071
  nChanged 270
		SP:Iteration 10Q (101708.740000 sec): 3 clusters
  Score: Raw -1661344.533781 + Penalty 3098.414351 = -1658246.119429
  nChanged 191
		SP:Iteration 11Q (101709.040000 sec): 3 clusters
  Score: Raw -1661450.458270 + Penalty 3098.414351 = -1658352.043919
  nChanged 131
		SP:Iteration 12Q (101709.240000 sec): 3 clusters
  Score: Raw -1661508.843949 + Penalty 3098.414351 = -1658410.429597
  nChanged 91
		SP:Iteration 13Q (101709.510000 sec): 3 clusters
  Score: Raw -1661539.773115 + Penalty 3098.414351 = -1658441.358764
  nChanged 62
		SP:Iteration 14Q (101709.700000 sec): 3 clusters
  Score: Raw -1661562.465881 + Penalty 3098.414351 = -1658464.051530
  nChanged 66
		SP:Iteration 15Q (101709.940000 sec): 3 clusters
  Score: Raw -1661584.146492 + Penalty 3098.414351 = -1658485.732141
  nChanged 50
		SP:Iteration 16Q (101710.250000 sec): 3 clusters
  Score: Raw -1661601.534533 + Penalty 3098.414351 = -1658503.120182
  nChanged 53
		SP:Iteration 17Q (101710.540000 sec): 3 clusters
  Score: Raw -1661619.920563 + Penalty 3098.414351 = -1658521.506212
  nChanged 51
		SP:Iteration 18Q (101710.740000 sec): 3 clusters
  Score: Raw -1661635.057862 + Penalty 3098.414351 = -1658536.643510
  nChanged 52
		SP:Iteration 19Q (101710.960000 sec): 3 clusters
  Score: Raw -1661649.917554 + Penalty 3098.414351 = -1658551.503202
  nChanged 42
		SP:Iteration 20F (101711.220000 sec): 3 clusters
  Score: Raw -1661664.457097 + Penalty 3098.414351 = -1658566.042745
  nChanged 40
		SP:Iteration 21Q (101711.450000 sec): 3 clusters
  Score: Raw -1661679.223510 + Penalty 3098.414351 = -1658580.809159
  nChanged 46
		SP:Iteration 22Q (101711.730000 sec): 3 clusters
  Score: Raw -1661696.704220 + Penalty 3098.414351 = -1658598.289868
  nChanged 36
		SP:Iteration 23Q (101711.940000 sec): 3 clusters
  Score: Raw -1661709.305148 + Penalty 3098.414351 = -1658610.890797
  nChanged 33
		SP:Iteration 24Q (101712.230000 sec): 3 clusters
  Score: Raw -1661720.600634 + Penalty 3098.414351 = -1658622.186283
  nChanged 26
		SP:Iteration 25Q (101712.480000 sec): 3 clusters
  Score: Raw -1661728.487806 + Penalty 3098.414351 = -1658630.073455
  nChanged 24
		SP:Iteration 26Q (101712.730000 sec): 3 clusters
  Score: Raw -1661735.835654 + Penalty 3098.414351 = -1658637.421302
  nChanged 20
		SP:Iteration 27Q (101712.990000 sec): 3 clusters
  Score: Raw -1661742.862751 + Penalty 3098.414351 = -1658644.448399
  nChanged 19
		SP:Iteration 28Q (101713.250000 sec): 3 clusters
  Score: Raw -1661751.304573 + Penalty 3098.414351 = -1658652.890222
  nChanged 22
		SP:Iteration 29Q (101713.500000 sec): 3 clusters
  Score: Raw -1661760.611325 + Penalty 3098.414351 = -1658662.196974
  nChanged 20
		SP:Iteration 30Q (101713.770000 sec): 3 clusters
  Score: Raw -1661768.244572 + Penalty 3098.414351 = -1658669.830221
  nChanged 21
		SP:Iteration 31Q (101714.020000 sec): 3 clusters
  Score: Raw -1661775.848861 + Penalty 3098.414351 = -1658677.434509
  nChanged 22
		SP:Iteration 32Q (101714.270000 sec): 3 clusters
  Score: Raw -1661783.025116 + Penalty 3098.414351 = -1658684.610764
  nChanged 13
		SP:Iteration 33Q (101714.520000 sec): 3 clusters
  Score: Raw -1661787.922819 + Penalty 3098.414351 = -1658689.508467
  nChanged 12
		SP:Iteration 34Q (101714.750000 sec): 3 clusters
  Score: Raw -1661791.040613 + Penalty 3098.414351 = -1658692.626262
  nChanged 8
		SP:Iteration 35Q (101715.000000 sec): 3 clusters
  Score: Raw -1661793.481098 + Penalty 3098.414351 = -1658695.066747
  nChanged 11
		SP:Iteration 36Q (101715.210000 sec): 3 clusters
  Score: Raw -1661796.517214 + Penalty 3098.414351 = -1658698.102862
  nChanged 10
		SP:Iteration 37Q (101715.480000 sec): 3 clusters
  Score: Raw -1661799.128107 + Penalty 3098.414351 = -1658700.713755
  nChanged 9
		SP:Iteration 38Q (101715.740000 sec): 3 clusters
  Score: Raw -1661801.843502 + Penalty 3098.414351 = -1658703.429151
  nChanged 5
		SP:Iteration 39Q (101715.990000 sec): 3 clusters
  Score: Raw -1661803.076665 + Penalty 3098.414351 = -1658704.662314
  nChanged 7
		SP:Iteration 40F (101716.240000 sec): 3 clusters
  Score: Raw -1661805.331897 + Penalty 3098.414351 = -1658706.917545
  nChanged 11
		SP:Iteration 41Q (101716.500000 sec): 3 clusters
  Score: Raw -1661810.402852 + Penalty 3098.414351 = -1658711.988501
  nChanged 15
		SP:Iteration 42Q (101716.710000 sec): 3 clusters
  Score: Raw -1661819.178950 + Penalty 3098.414351 = -1658720.764598
  nChanged 10
		SP:Iteration 43Q (101716.920000 sec): 3 clusters
  Score: Raw -1661821.632850 + Penalty 3098.414351 = -1658723.218499
  nChanged 4
		SP:Iteration 44Q (101717.150000 sec): 3 clusters
  Score: Raw -1661822.247202 + Penalty 3098.414351 = -1658723.832851
  nChanged 1
		SP:Iteration 45Q (101717.380000 sec): 3 clusters
  Score: Raw -1661822.491759 + Penalty 3098.414351 = -1658724.077408
  nChanged 4
		SP:Iteration 46Q (101717.630000 sec): 3 clusters
  Score: Raw -1661823.266851 + Penalty 3098.414351 = -1658724.852499
  nChanged 3
		SP:Iteration 47Q (101717.840000 sec): 3 clusters
  Score: Raw -1661823.776285 + Penalty 3098.414351 = -1658725.361934
  nChanged 2
		SP:Iteration 48Q (101718.040000 sec): 3 clusters
  Score: Raw -1661824.487575 + Penalty 3098.414351 = -1658726.073224
  nChanged 2
		SP:Iteration 49Q (101718.280000 sec): 3 clusters
  Score: Raw -1661825.871368 + Penalty 3098.414351 = -1658727.457017
  nChanged 5
		SP:Iteration 50Q (101718.520000 sec): 3 clusters
  Score: Raw -1661827.424235 + Penalty 3098.414351 = -1658729.009884
  nChanged 5
		SP:Iteration 51Q (101718.750000 sec): 3 clusters
  Score: Raw -1661828.269453 + Penalty 3098.414351 = -1658729.855101
  nChanged 2
		SP:Iteration 52Q (101719.000000 sec): 3 clusters
  Score: Raw -1661828.678078 + Penalty 3098.414351 = -1658730.263727
  nChanged 1
		SP:Iteration 53Q (101719.300000 sec): 3 clusters
  Score: Raw -1661828.990655 + Penalty 3098.414351 = -1658730.576303
  nChanged 0
		SP:Iteration 54F (101719.540000 sec): 3 clusters
  Score: Raw -1661828.990655 + Penalty 3098.414351 = -1658730.576303
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101719.860000 sec): 2 clusters
  Score: Raw -3625386.452231 + Penalty 1673.752083 = -3623712.700148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101720.260000 sec): 3 clusters
  Score: Raw -3607002.510487 + Penalty 3347.504166 = -3603655.006320
  nChanged 13656
		SP:Iteration 1F (101720.700000 sec): 3 clusters
  Score: Raw -3614615.546030 + Penalty 3347.504166 = -3611268.041863
  nChanged 1346
		SP:Iteration 2Q (101721.130000 sec): 3 clusters
  Score: Raw -3615088.698135 + Penalty 3347.504166 = -3611741.193969
  nChanged 1447
		SP:Iteration 3Q (101721.480000 sec): 3 clusters
  Score: Raw -3615736.259543 + Penalty 3347.504166 = -3612388.755377
  nChanged 1850
		SP:Iteration 4F (101721.830000 sec): 3 clusters
  Score: Raw -3616846.260497 + Penalty 3347.504166 = -3613498.756330
  nChanged 2313
		SP:Iteration 5F (101722.110000 sec): 3 clusters
  Score: Raw -3618634.164461 + Penalty 3347.504166 = -3615286.660295
  nChanged 2539
		SP:Iteration 6F (101722.500000 sec): 3 clusters
  Score: Raw -3620852.679492 + Penalty 3347.504166 = -3617505.175326
  nChanged 2139
		SP:Iteration 7F (101722.900000 sec): 3 clusters
  Score: Raw -3622856.012622 + Penalty 3347.504166 = -3619508.508456
  nChanged 1449
		SP:Iteration 8Q (101723.210000 sec): 3 clusters
  Score: Raw -3624246.509793 + Penalty 3347.504166 = -3620899.005627
  nChanged 738
		SP:Iteration 9Q (101723.530000 sec): 3 clusters
  Score: Raw -3624937.467408 + Penalty 3347.504166 = -3621589.963242
  nChanged 322
		SP:Iteration 10Q (101723.880000 sec): 3 clusters
  Score: Raw -3625252.789442 + Penalty 3347.504166 = -3621905.285275
  nChanged 130
		SP:Iteration 11Q (101724.150000 sec): 3 clusters
  Score: Raw -3625390.569017 + Penalty 3347.504166 = -3622043.064851
  nChanged 65
		SP:Iteration 12Q (101724.470000 sec): 3 clusters
  Score: Raw -3625475.453903 + Penalty 3347.504166 = -3622127.949737
  nChanged 33
		SP:Iteration 13Q (101724.820000 sec): 3 clusters
  Score: Raw -3625518.737053 + Penalty 3347.504166 = -3622171.232887
  nChanged 20
		SP:Iteration 14Q (101725.120000 sec): 3 clusters
  Score: Raw -3625541.652494 + Penalty 3347.504166 = -3622194.148328
  nChanged 4
		SP:Iteration 15Q (101725.470000 sec): 3 clusters
  Score: Raw -3625548.136647 + Penalty 3347.504166 = -3622200.632481
  nChanged 4
		SP:Iteration 16Q (101725.780000 sec): 3 clusters
  Score: Raw -3625554.238783 + Penalty 3347.504166 = -3622206.734617
  nChanged 6
		SP:Iteration 17Q (101726.090000 sec): 3 clusters
  Score: Raw -3625564.763426 + Penalty 3347.504166 = -3622217.259259
  nChanged 6
		SP:Iteration 18Q (101726.420000 sec): 3 clusters
  Score: Raw -3625571.972131 + Penalty 3347.504166 = -3622224.467965
  nChanged 6
		SP:Iteration 19Q (101726.800000 sec): 3 clusters
  Score: Raw -3625578.444238 + Penalty 3347.504166 = -3622230.940072
  nChanged 5
		SP:Iteration 20F (101727.100000 sec): 3 clusters
  Score: Raw -3625585.527635 + Penalty 3347.504166 = -3622238.023469
  nChanged 5
		SP:Iteration 21Q (101727.480000 sec): 3 clusters
  Score: Raw -3625592.780783 + Penalty 3347.504166 = -3622245.276617
  nChanged 6
		SP:Iteration 22Q (101727.900000 sec): 3 clusters
  Score: Raw -3625604.342276 + Penalty 3347.504166 = -3622256.838109
  nChanged 1
		SP:Iteration 23Q (101728.320000 sec): 3 clusters
  Score: Raw -3625606.714656 + Penalty 3347.504166 = -3622259.210490
  nChanged 0
		SP:Iteration 24F (101728.660000 sec): 3 clusters
  Score: Raw -3625606.714656 + Penalty 3347.504166 = -3622259.210490
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101728.790000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101729.010000 sec): 3 clusters
  Score: Raw -12822.787636 + Penalty 1598.993801 = -11223.793835
  nChanged 10
		SP:Iteration 1F (101729.190000 sec): 3 clusters
  Score: Raw -12877.958803 + Penalty 1598.993801 = -11278.965002
  nChanged 4
		SP:Iteration 2Q (101729.360000 sec): 3 clusters
  Score: Raw -12903.568330 + Penalty 1598.993801 = -11304.574529
  nChanged 5
		SP:Iteration 3Q (101729.510000 sec): 3 clusters
  Score: Raw -12928.467343 + Penalty 1598.993801 = -11329.473542
  nChanged 1
		SP:Iteration 4Q (101729.700000 sec): 3 clusters
  Score: Raw -12934.235854 + Penalty 1598.993801 = -11335.242053
  nChanged 0
		SP:Iteration 5F (101729.860000 sec): 3 clusters
  Score: Raw -12934.235854 + Penalty 1598.993801 = -11335.242053
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101730.050000 sec): 2 clusters
  Score: Raw -691096.819178 + Penalty 1404.822016 = -689691.997161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101730.220000 sec): 3 clusters
  Score: Raw -688105.405595 + Penalty 2809.644033 = -685295.761562
  nChanged 2347
		SP:Iteration 1F (101730.440000 sec): 3 clusters
  Score: Raw -689363.898017 + Penalty 2809.644033 = -686554.253984
  nChanged 425
		SP:Iteration 2F (101730.640000 sec): 3 clusters
  Score: Raw -689589.323747 + Penalty 2809.644033 = -686779.679714
  nChanged 352
		SP:Iteration 3F (101730.840000 sec): 3 clusters
  Score: Raw -689781.940096 + Penalty 2809.644033 = -686972.296063
  nChanged 267
		SP:Iteration 4Q (101731.060000 sec): 3 clusters
  Score: Raw -689926.475134 + Penalty 2809.644033 = -687116.831101
  nChanged 272
		SP:Iteration 5Q (101731.280000 sec): 3 clusters
  Score: Raw -690093.859720 + Penalty 2809.644033 = -687284.215687
  nChanged 284
		SP:Iteration 6Q (101731.470000 sec): 3 clusters
  Score: Raw -690283.722743 + Penalty 2809.644033 = -687474.078710
  nChanged 283
		SP:Iteration 7Q (101731.660000 sec): 3 clusters
  Score: Raw -690499.701392 + Penalty 2809.644033 = -687690.057360
  nChanged 295
		SP:Iteration 8F (101731.850000 sec): 3 clusters
  Score: Raw -690706.189967 + Penalty 2809.644033 = -687896.545934
  nChanged 233
		SP:Iteration 9Q (101731.990000 sec): 3 clusters
  Score: Raw -690867.452918 + Penalty 2809.644033 = -688057.808885
  nChanged 174
		SP:Iteration 10Q (101732.190000 sec): 3 clusters
  Score: Raw -690980.920184 + Penalty 2809.644033 = -688171.276152
  nChanged 147
		SP:Iteration 11Q (101732.410000 sec): 3 clusters
  Score: Raw -691060.418815 + Penalty 2809.644033 = -688250.774782
  nChanged 114
		SP:Iteration 12Q (101732.590000 sec): 3 clusters
  Score: Raw -691117.893368 + Penalty 2809.644033 = -688308.249336
  nChanged 80
		SP:Iteration 13Q (101732.700000 sec): 3 clusters
  Score: Raw -691160.630395 + Penalty 2809.644033 = -688350.986362
  nChanged 72
		SP:Iteration 14Q (101732.900000 sec): 3 clusters
  Score: Raw -691194.797156 + Penalty 2809.644033 = -688385.153123
  nChanged 53
		SP:Iteration 15Q (101733.090000 sec): 3 clusters
  Score: Raw -691218.846450 + Penalty 2809.644033 = -688409.202417
  nChanged 45
		SP:Iteration 16Q (101733.300000 sec): 3 clusters
  Score: Raw -691242.692671 + Penalty 2809.644033 = -688433.048638
  nChanged 48
		SP:Iteration 17Q (101733.490000 sec): 3 clusters
  Score: Raw -691269.630166 + Penalty 2809.644033 = -688459.986133
  nChanged 42
		SP:Iteration 18Q (101733.680000 sec): 3 clusters
  Score: Raw -691288.724702 + Penalty 2809.644033 = -688479.080669
  nChanged 33
		SP:Iteration 19Q (101733.880000 sec): 3 clusters
  Score: Raw -691303.996676 + Penalty 2809.644033 = -688494.352644
  nChanged 35
		SP:Iteration 20F (101734.070000 sec): 3 clusters
  Score: Raw -691319.889802 + Penalty 2809.644033 = -688510.245769
  nChanged 25
		SP:Iteration 21Q (101734.370000 sec): 3 clusters
  Score: Raw -691330.479934 + Penalty 2809.644033 = -688520.835901
  nChanged 18
		SP:Iteration 22Q (101734.600000 sec): 3 clusters
  Score: Raw -691337.367971 + Penalty 2809.644033 = -688527.723939
  nChanged 21
		SP:Iteration 23Q (101734.860000 sec): 3 clusters
  Score: Raw -691346.665911 + Penalty 2809.644033 = -688537.021878
  nChanged 18
		SP:Iteration 24Q (101735.020000 sec): 3 clusters
  Score: Raw -691355.061484 + Penalty 2809.644033 = -688545.417451
  nChanged 13
		SP:Iteration 25Q (101735.220000 sec): 3 clusters
  Score: Raw -691360.557286 + Penalty 2809.644033 = -688550.913253
  nChanged 12
		SP:Iteration 26Q (101735.430000 sec): 3 clusters
  Score: Raw -691365.068769 + Penalty 2809.644033 = -688555.424736
  nChanged 7
		SP:Iteration 27Q (101735.630000 sec): 3 clusters
  Score: Raw -691367.996428 + Penalty 2809.644033 = -688558.352395
  nChanged 5
		SP:Iteration 28Q (101735.850000 sec): 3 clusters
  Score: Raw -691370.115309 + Penalty 2809.644033 = -688560.471276
  nChanged 4
		SP:Iteration 29Q (101736.060000 sec): 3 clusters
  Score: Raw -691372.240383 + Penalty 2809.644033 = -688562.596350
  nChanged 3
		SP:Iteration 30Q (101736.250000 sec): 3 clusters
  Score: Raw -691373.522094 + Penalty 2809.644033 = -688563.878062
  nChanged 3
		SP:Iteration 31Q (101736.480000 sec): 3 clusters
  Score: Raw -691374.551727 + Penalty 2809.644033 = -688564.907695
  nChanged 2
		SP:Iteration 32Q (101736.700000 sec): 3 clusters
  Score: Raw -691375.569589 + Penalty 2809.644033 = -688565.925556
  nChanged 1
		SP:Iteration 33Q (101736.890000 sec): 3 clusters
  Score: Raw -691376.214104 + Penalty 2809.644033 = -688566.570071
  nChanged 2
		SP:Iteration 34Q (101737.080000 sec): 3 clusters
  Score: Raw -691376.791211 + Penalty 2809.644033 = -688567.147178
  nChanged 0
		SP:Iteration 35F (101737.300000 sec): 3 clusters
  Score: Raw -691376.791211 + Penalty 2809.644033 = -688567.147178
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (4232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101737.450000 sec): 2 clusters
  Score: Raw -474850.148272 + Penalty 1356.944871 = -473493.203401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101737.680000 sec): 3 clusters
  Score: Raw -472711.186106 + Penalty 2713.889741 = -469997.296365
  nChanged 1653
		SP:Iteration 1F (101737.900000 sec): 3 clusters
  Score: Raw -473700.920302 + Penalty 2713.889741 = -470987.030560
  nChanged 331
		SP:Iteration 2F (101738.110000 sec): 3 clusters
  Score: Raw -473898.456493 + Penalty 2713.889741 = -471184.566752
  nChanged 234
		SP:Iteration 3F (101738.290000 sec): 3 clusters
  Score: Raw -474018.419247 + Penalty 2713.889741 = -471304.529506
  nChanged 171
		SP:Iteration 4Q (101738.530000 sec): 3 clusters
  Score: Raw -474122.196083 + Penalty 2713.889741 = -471408.306342
  nChanged 152
		SP:Iteration 5Q (101738.700000 sec): 3 clusters
  Score: Raw -474218.452313 + Penalty 2713.889741 = -471504.562572
  nChanged 147
		SP:Iteration 6Q (101738.840000 sec): 3 clusters
  Score: Raw -474328.357220 + Penalty 2713.889741 = -471614.467478
  nChanged 138
		SP:Iteration 7Q (101739.050000 sec): 3 clusters
  Score: Raw -474431.656884 + Penalty 2713.889741 = -471717.767142
  nChanged 140
		SP:Iteration 8Q (101739.220000 sec): 3 clusters
  Score: Raw -474530.251096 + Penalty 2713.889741 = -471816.361355
  nChanged 122
		SP:Iteration 9Q (101739.510000 sec): 3 clusters
  Score: Raw -474596.888814 + Penalty 2713.889741 = -471882.999072
  nChanged 99
		SP:Iteration 10Q (101739.700000 sec): 3 clusters
  Score: Raw -474646.131889 + Penalty 2713.889741 = -471932.242148
  nChanged 83
		SP:Iteration 11Q (101739.900000 sec): 3 clusters
  Score: Raw -474691.009375 + Penalty 2713.889741 = -471977.119634
  nChanged 76
		SP:Iteration 12Q (101740.140000 sec): 3 clusters
  Score: Raw -474734.218266 + Penalty 2713.889741 = -472020.328524
  nChanged 73
		SP:Iteration 13Q (101740.360000 sec): 3 clusters
  Score: Raw -474766.689736 + Penalty 2713.889741 = -472052.799995
  nChanged 60
		SP:Iteration 14Q (101740.520000 sec): 3 clusters
  Score: Raw -474793.310387 + Penalty 2713.889741 = -472079.420645
  nChanged 69
		SP:Iteration 15Q (101740.730000 sec): 3 clusters
  Score: Raw -474824.310528 + Penalty 2713.889741 = -472110.420787
  nChanged 62
		SP:Iteration 16Q (101740.880000 sec): 3 clusters
  Score: Raw -474848.608892 + Penalty 2713.889741 = -472134.719150
  nChanged 47
		SP:Iteration 17Q (101741.110000 sec): 3 clusters
  Score: Raw -474867.955763 + Penalty 2713.889741 = -472154.066022
  nChanged 50
		SP:Iteration 18Q (101741.240000 sec): 3 clusters
  Score: Raw -474890.188161 + Penalty 2713.889741 = -472176.298420
  nChanged 57
		SP:Iteration 19Q (101741.420000 sec): 3 clusters
  Score: Raw -474914.938858 + Penalty 2713.889741 = -472201.049117
  nChanged 57
		SP:Iteration 20F (101741.580000 sec): 3 clusters
  Score: Raw -474944.782838 + Penalty 2713.889741 = -472230.893097
  nChanged 59
		SP:Iteration 21Q (101741.710000 sec): 3 clusters
  Score: Raw -474980.785417 + Penalty 2713.889741 = -472266.895676
  nChanged 65
		SP:Iteration 22Q (101741.860000 sec): 3 clusters
  Score: Raw -475013.833042 + Penalty 2713.889741 = -472299.943300
  nChanged 58
		SP:Iteration 23Q (101742.000000 sec): 3 clusters
  Score: Raw -475046.854334 + Penalty 2713.889741 = -472332.964592
  nChanged 69
		SP:Iteration 24Q (101742.170000 sec): 3 clusters
  Score: Raw -475092.478591 + Penalty 2713.889741 = -472378.588850
  nChanged 79
		SP:Iteration 25Q (101742.350000 sec): 3 clusters
  Score: Raw -475157.236808 + Penalty 2713.889741 = -472443.347066
  nChanged 81
		SP:Iteration 26Q (101742.560000 sec): 3 clusters
  Score: Raw -475233.135031 + Penalty 2713.889741 = -472519.245290
  nChanged 88
		SP:Iteration 27Q (101742.780000 sec): 3 clusters
  Score: Raw -475323.708678 + Penalty 2713.889741 = -472609.818937
  nChanged 89
		SP:Iteration 28Q (101743.020000 sec): 3 clusters
  Score: Raw -475385.974234 + Penalty 2713.889741 = -472672.084493
  nChanged 64
		SP:Iteration 29Q (101743.250000 sec): 3 clusters
  Score: Raw -475420.204180 + Penalty 2713.889741 = -472706.314438
  nChanged 55
		SP:Iteration 30Q (101743.500000 sec): 3 clusters
  Score: Raw -475440.412419 + Penalty 2713.889741 = -472726.522677
  nChanged 32
		SP:Iteration 31Q (101743.700000 sec): 3 clusters
  Score: Raw -475451.369274 + Penalty 2713.889741 = -472737.479533
  nChanged 33
		SP:Iteration 32Q (101743.910000 sec): 3 clusters
  Score: Raw -475464.266875 + Penalty 2713.889741 = -472750.377133
  nChanged 37
		SP:Iteration 33Q (101744.080000 sec): 3 clusters
  Score: Raw -475475.700352 + Penalty 2713.889741 = -472761.810611
  nChanged 28
		SP:Iteration 34Q (101744.250000 sec): 3 clusters
  Score: Raw -475481.816293 + Penalty 2713.889741 = -472767.926551
  nChanged 12
		SP:Iteration 35Q (101744.420000 sec): 3 clusters
  Score: Raw -475484.636186 + Penalty 2713.889741 = -472770.746444
  nChanged 10
		SP:Iteration 36Q (101744.610000 sec): 3 clusters
  Score: Raw -475489.010175 + Penalty 2713.889741 = -472775.120433
  nChanged 10
		SP:Iteration 37Q (101744.780000 sec): 3 clusters
  Score: Raw -475492.080936 + Penalty 2713.889741 = -472778.191195
  nChanged 8
		SP:Iteration 38Q (101745.000000 sec): 3 clusters
  Score: Raw -475494.503925 + Penalty 2713.889741 = -472780.614183
  nChanged 8
		SP:Iteration 39Q (101745.190000 sec): 3 clusters
  Score: Raw -475496.127934 + Penalty 2713.889741 = -472782.238192
  nChanged 6
		SP:Iteration 40F (101745.370000 sec): 3 clusters
  Score: Raw -475497.834886 + Penalty 2713.889741 = -472783.945145
  nChanged 4
		SP:Iteration 41Q (101745.610000 sec): 3 clusters
  Score: Raw -475500.161255 + Penalty 2713.889741 = -472786.271514
  nChanged 6
		SP:Iteration 42Q (101745.760000 sec): 3 clusters
  Score: Raw -475501.584663 + Penalty 2713.889741 = -472787.694922
  nChanged 3
		SP:Iteration 43Q (101745.960000 sec): 3 clusters
  Score: Raw -475502.219888 + Penalty 2713.889741 = -472788.330147
  nChanged 1
		SP:Iteration 44Q (101746.150000 sec): 3 clusters
  Score: Raw -475502.412148 + Penalty 2713.889741 = -472788.522407
  nChanged 0
		SP:Iteration 45F (101746.360000 sec): 3 clusters
  Score: Raw -475502.412148 + Penalty 2713.889741 = -472788.522407
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101746.430000 sec): 2 clusters
  Score: Raw -81913.154663 + Penalty 1086.857641 = -80826.297022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101746.690000 sec): 3 clusters
  Score: Raw -81715.530513 + Penalty 2173.715282 = -79541.815231
  nChanged 232
		SP:Iteration 1F (101746.860000 sec): 3 clusters
  Score: Raw -82000.588913 + Penalty 2173.715282 = -79826.873631
  nChanged 75
		SP:Iteration 2F (101747.040000 sec): 3 clusters
  Score: Raw -82117.900110 + Penalty 2173.715282 = -79944.184828
  nChanged 51
		SP:Iteration 3F (101747.210000 sec): 3 clusters
  Score: Raw -82211.242959 + Penalty 2173.715282 = -80037.527677
  nChanged 38
		SP:Iteration 4Q (101747.410000 sec): 3 clusters
  Score: Raw -82290.775426 + Penalty 2173.715282 = -80117.060144
  nChanged 34
		SP:Iteration 5Q (101747.560000 sec): 3 clusters
  Score: Raw -82346.774034 + Penalty 2173.715282 = -80173.058752
  nChanged 27
		SP:Iteration 6Q (101747.730000 sec): 3 clusters
  Score: Raw -82389.938864 + Penalty 2173.715282 = -80216.223581
  nChanged 18
		SP:Iteration 7Q (101747.900000 sec): 3 clusters
  Score: Raw -82420.943024 + Penalty 2173.715282 = -80247.227742
  nChanged 11
		SP:Iteration 8Q (101748.110000 sec): 3 clusters
  Score: Raw -82442.440685 + Penalty 2173.715282 = -80268.725403
  nChanged 4
		SP:Iteration 9Q (101748.300000 sec): 3 clusters
  Score: Raw -82447.540934 + Penalty 2173.715282 = -80273.825652
  nChanged 4
		SP:Iteration 10Q (101748.460000 sec): 3 clusters
  Score: Raw -82455.170815 + Penalty 2173.715282 = -80281.455533
  nChanged 6
		SP:Iteration 11Q (101748.630000 sec): 3 clusters
  Score: Raw -82460.521397 + Penalty 2173.715282 = -80286.806115
  nChanged 2
		SP:Iteration 12Q (101748.840000 sec): 3 clusters
  Score: Raw -82462.747378 + Penalty 2173.715282 = -80289.032096
  nChanged 1
		SP:Iteration 13Q (101748.990000 sec): 3 clusters
  Score: Raw -82465.144642 + Penalty 2173.715282 = -80291.429360
  nChanged 2
		SP:Iteration 14Q (101749.200000 sec): 3 clusters
  Score: Raw -82473.603038 + Penalty 2173.715282 = -80299.887756
  nChanged 4
		SP:Iteration 15Q (101749.380000 sec): 3 clusters
  Score: Raw -82480.529337 + Penalty 2173.715282 = -80306.814055
  nChanged 2
		SP:Iteration 16Q (101749.530000 sec): 3 clusters
  Score: Raw -82483.648581 + Penalty 2173.715282 = -80309.933299
  nChanged 0
		SP:Iteration 17F (101749.620000 sec): 3 clusters
  Score: Raw -82483.701477 + Penalty 2173.715282 = -80309.986195
  nChanged 1
		SP:Iteration 18Q (101749.860000 sec): 3 clusters
  Score: Raw -82487.291324 + Penalty 2173.715282 = -80313.576042
  nChanged 1
		SP:Iteration 19Q (101750.030000 sec): 3 clusters
  Score: Raw -82488.772588 + Penalty 2173.715282 = -80315.057306
  nChanged 2
		SP:Iteration 20F (101750.210000 sec): 3 clusters
  Score: Raw -82492.571972 + Penalty 2173.715282 = -80318.856690
  nChanged 2
		SP:Iteration 21Q (101750.410000 sec): 3 clusters
  Score: Raw -82494.952181 + Penalty 2173.715282 = -80321.236899
  nChanged 2
		SP:Iteration 22Q (101750.550000 sec): 3 clusters
  Score: Raw -82499.148993 + Penalty 2173.715282 = -80325.433711
  nChanged 2
		SP:Iteration 23Q (101750.710000 sec): 3 clusters
  Score: Raw -82502.514185 + Penalty 2173.715282 = -80328.798903
  nChanged 1
		SP:Iteration 24Q (101750.830000 sec): 3 clusters
  Score: Raw -82504.245944 + Penalty 2173.715282 = -80330.530662
  nChanged 2
		SP:Iteration 25Q (101751.010000 sec): 3 clusters
  Score: Raw -82507.955846 + Penalty 2173.715282 = -80334.240564
  nChanged 2
		SP:Iteration 26Q (101751.200000 sec): 3 clusters
  Score: Raw -82510.734045 + Penalty 2173.715282 = -80337.018763
  nChanged 2
		SP:Iteration 27Q (101751.400000 sec): 3 clusters
  Score: Raw -82513.282565 + Penalty 2173.715282 = -80339.567283
  nChanged 1
		SP:Iteration 28Q (101751.550000 sec): 3 clusters
  Score: Raw -82514.517028 + Penalty 2173.715282 = -80340.801746
  nChanged 1
		SP:Iteration 29Q (101751.710000 sec): 3 clusters
  Score: Raw -82514.953256 + Penalty 2173.715282 = -80341.237974
  nChanged 1
		SP:Iteration 30Q (101751.890000 sec): 3 clusters
  Score: Raw -82515.704888 + Penalty 2173.715282 = -80341.989606
  nChanged 0
		SP:Iteration 31F (101752.030000 sec): 3 clusters
  Score: Raw -82515.704888 + Penalty 2173.715282 = -80341.989606
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101752.150000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101752.360000 sec): 3 clusters
  Score: Raw -60683.090408 + Penalty 2024.266076 = -58658.824332
  nChanged 107
		SP:Iteration 1F (101752.530000 sec): 3 clusters
  Score: Raw -60832.843242 + Penalty 2024.266076 = -58808.577165
  nChanged 27
		SP:Iteration 2F (101752.670000 sec): 3 clusters
  Score: Raw -60881.213771 + Penalty 2024.266076 = -58856.947695
  nChanged 11
		SP:Iteration 3Q (101752.840000 sec): 3 clusters
  Score: Raw -60897.247154 + Penalty 2024.266076 = -58872.981078
  nChanged 8
		SP:Iteration 4Q (101753.030000 sec): 3 clusters
  Score: Raw -60908.710798 + Penalty 2024.266076 = -58884.444722
  nChanged 5
		SP:Iteration 5Q (101753.270000 sec): 3 clusters
  Score: Raw -60914.884945 + Penalty 2024.266076 = -58890.618869
  nChanged 1
		SP:Iteration 6Q (101753.400000 sec): 3 clusters
  Score: Raw -60917.232517 + Penalty 2024.266076 = -58892.966441
  nChanged 0
		SP:Iteration 7F (101753.620000 sec): 3 clusters
  Score: Raw -60917.232517 + Penalty 2024.266076 = -58892.966441
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (16276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101753.820000 sec): 2 clusters
  Score: Raw -1858483.942298 + Penalty 1575.835123 = -1856908.107176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101754.120000 sec): 3 clusters
  Score: Raw -1848934.277308 + Penalty 3151.670245 = -1845782.607062
  nChanged 7244
		SP:Iteration 1F (101754.440000 sec): 3 clusters
  Score: Raw -1852909.881364 + Penalty 3151.670245 = -1849758.211118
  nChanged 1017
		SP:Iteration 2F (101754.720000 sec): 3 clusters
  Score: Raw -1853409.786883 + Penalty 3151.670245 = -1850258.116638
  nChanged 984
		SP:Iteration 3F (101754.990000 sec): 3 clusters
  Score: Raw -1853942.463424 + Penalty 3151.670245 = -1850790.793178
  nChanged 990
		SP:Iteration 4F (101755.250000 sec): 3 clusters
  Score: Raw -1854517.428398 + Penalty 3151.670245 = -1851365.758152
  nChanged 971
		SP:Iteration 5F (101755.470000 sec): 3 clusters
  Score: Raw -1855089.275122 + Penalty 3151.670245 = -1851937.604877
  nChanged 908
		SP:Iteration 6F (101755.760000 sec): 3 clusters
  Score: Raw -1855632.043941 + Penalty 3151.670245 = -1852480.373695
  nChanged 822
		SP:Iteration 7F (101756.080000 sec): 3 clusters
  Score: Raw -1856089.651567 + Penalty 3151.670245 = -1852937.981322
  nChanged 716
		SP:Iteration 8Q (101756.350000 sec): 3 clusters
  Score: Raw -1856439.761048 + Penalty 3151.670245 = -1853288.090802
  nChanged 576
		SP:Iteration 9Q (101756.620000 sec): 3 clusters
  Score: Raw -1856685.877314 + Penalty 3151.670245 = -1853534.207069
  nChanged 485
		SP:Iteration 10Q (101756.850000 sec): 3 clusters
  Score: Raw -1856878.574038 + Penalty 3151.670245 = -1853726.903793
  nChanged 385
		SP:Iteration 11Q (101757.150000 sec): 3 clusters
  Score: Raw -1857009.616501 + Penalty 3151.670245 = -1853857.946255
  nChanged 319
		SP:Iteration 12Q (101757.470000 sec): 3 clusters
  Score: Raw -1857110.358556 + Penalty 3151.670245 = -1853958.688310
  nChanged 269
		SP:Iteration 13Q (101757.810000 sec): 3 clusters
  Score: Raw -1857173.420150 + Penalty 3151.670245 = -1854021.749904
  nChanged 186
		SP:Iteration 14Q (101758.060000 sec): 3 clusters
  Score: Raw -1857210.219806 + Penalty 3151.670245 = -1854058.549560
  nChanged 142
		SP:Iteration 15Q (101758.380000 sec): 3 clusters
  Score: Raw -1857235.798368 + Penalty 3151.670245 = -1854084.128122
  nChanged 115
		SP:Iteration 16Q (101758.630000 sec): 3 clusters
  Score: Raw -1857256.562184 + Penalty 3151.670245 = -1854104.891938
  nChanged 107
		SP:Iteration 17Q (101758.900000 sec): 3 clusters
  Score: Raw -1857277.509915 + Penalty 3151.670245 = -1854125.839670
  nChanged 125
		SP:Iteration 18Q (101759.210000 sec): 3 clusters
  Score: Raw -1857300.966975 + Penalty 3151.670245 = -1854149.296729
  nChanged 116
		SP:Iteration 19Q (101759.450000 sec): 3 clusters
  Score: Raw -1857323.669037 + Penalty 3151.670245 = -1854171.998791
  nChanged 118
		SP:Iteration 20F (101759.700000 sec): 3 clusters
  Score: Raw -1857348.273285 + Penalty 3151.670245 = -1854196.603039
  nChanged 125
		SP:Iteration 21Q (101760.020000 sec): 3 clusters
  Score: Raw -1857372.333646 + Penalty 3151.670245 = -1854220.663400
  nChanged 115
		SP:Iteration 22Q (101760.300000 sec): 3 clusters
  Score: Raw -1857397.091141 + Penalty 3151.670245 = -1854245.420895
  nChanged 123
		SP:Iteration 23Q (101760.590000 sec): 3 clusters
  Score: Raw -1857422.286871 + Penalty 3151.670245 = -1854270.616626
  nChanged 115
		SP:Iteration 24Q (101760.890000 sec): 3 clusters
  Score: Raw -1857447.519043 + Penalty 3151.670245 = -1854295.848797
  nChanged 121
		SP:Iteration 25Q (101761.150000 sec): 3 clusters
  Score: Raw -1857474.526591 + Penalty 3151.670245 = -1854322.856346
  nChanged 134
		SP:Iteration 26Q (101761.440000 sec): 3 clusters
  Score: Raw -1857505.145240 + Penalty 3151.670245 = -1854353.474995
  nChanged 162
		SP:Iteration 27Q (101761.720000 sec): 3 clusters
  Score: Raw -1857551.738812 + Penalty 3151.670245 = -1854400.068566
  nChanged 190
		SP:Iteration 28Q (101762.010000 sec): 3 clusters
  Score: Raw -1857619.795408 + Penalty 3151.670245 = -1854468.125162
  nChanged 203
		SP:Iteration 29Q (101762.320000 sec): 3 clusters
  Score: Raw -1857696.889875 + Penalty 3151.670245 = -1854545.219630
  nChanged 212
		SP:Iteration 30Q (101762.570000 sec): 3 clusters
  Score: Raw -1857802.652384 + Penalty 3151.670245 = -1854650.982139
  nChanged 235
		SP:Iteration 31Q (101762.870000 sec): 3 clusters
  Score: Raw -1857926.437069 + Penalty 3151.670245 = -1854774.766824
  nChanged 245
		SP:Iteration 32Q (101763.100000 sec): 3 clusters
  Score: Raw -1858056.841293 + Penalty 3151.670245 = -1854905.171047
  nChanged 246
		SP:Iteration 33Q (101763.330000 sec): 3 clusters
  Score: Raw -1858179.755607 + Penalty 3151.670245 = -1855028.085362
  nChanged 231
		SP:Iteration 34Q (101763.660000 sec): 3 clusters
  Score: Raw -1858301.387255 + Penalty 3151.670245 = -1855149.717009
  nChanged 225
		SP:Iteration 35Q (101763.960000 sec): 3 clusters
  Score: Raw -1858402.830125 + Penalty 3151.670245 = -1855251.159879
  nChanged 178
		SP:Iteration 36Q (101764.230000 sec): 3 clusters
  Score: Raw -1858468.287498 + Penalty 3151.670245 = -1855316.617252
  nChanged 151
		SP:Iteration 37Q (101764.560000 sec): 3 clusters
  Score: Raw -1858518.879396 + Penalty 3151.670245 = -1855367.209151
  nChanged 135
		SP:Iteration 38Q (101764.790000 sec): 3 clusters
  Score: Raw -1858560.968173 + Penalty 3151.670245 = -1855409.297928
  nChanged 127
		SP:Iteration 39Q (101765.070000 sec): 3 clusters
  Score: Raw -1858599.499581 + Penalty 3151.670245 = -1855447.829336
  nChanged 127
		SP:Iteration 40F (101765.370000 sec): 3 clusters
  Score: Raw -1858637.033548 + Penalty 3151.670245 = -1855485.363302
  nChanged 102
		SP:Iteration 41Q (101765.610000 sec): 3 clusters
  Score: Raw -1858664.636505 + Penalty 3151.670245 = -1855512.966260
  nChanged 93
		SP:Iteration 42Q (101765.890000 sec): 3 clusters
  Score: Raw -1858688.418651 + Penalty 3151.670245 = -1855536.748405
  nChanged 79
		SP:Iteration 43Q (101766.190000 sec): 3 clusters
  Score: Raw -1858704.667273 + Penalty 3151.670245 = -1855552.997028
  nChanged 73
		SP:Iteration 44Q (101766.470000 sec): 3 clusters
  Score: Raw -1858721.065676 + Penalty 3151.670245 = -1855569.395430
  nChanged 64
		SP:Iteration 45Q (101766.830000 sec): 3 clusters
  Score: Raw -1858733.458027 + Penalty 3151.670245 = -1855581.787782
  nChanged 51
		SP:Iteration 46Q (101767.150000 sec): 3 clusters
  Score: Raw -1858742.159836 + Penalty 3151.670245 = -1855590.489591
  nChanged 47
		SP:Iteration 47Q (101767.390000 sec): 3 clusters
  Score: Raw -1858749.706866 + Penalty 3151.670245 = -1855598.036621
  nChanged 42
		SP:Iteration 48Q (101767.690000 sec): 3 clusters
  Score: Raw -1858756.486783 + Penalty 3151.670245 = -1855604.816538
  nChanged 43
		SP:Iteration 49Q (101767.940000 sec): 3 clusters
  Score: Raw -1858762.880914 + Penalty 3151.670245 = -1855611.210668
  nChanged 43
		SP:Iteration 50Q (101768.230000 sec): 3 clusters
  Score: Raw -1858769.293480 + Penalty 3151.670245 = -1855617.623235
  nChanged 45
		SP:Iteration 51Q (101768.470000 sec): 3 clusters
  Score: Raw -1858774.933935 + Penalty 3151.670245 = -1855623.263690
  nChanged 35
		SP:Iteration 52Q (101768.760000 sec): 3 clusters
  Score: Raw -1858779.407450 + Penalty 3151.670245 = -1855627.737205
  nChanged 37
		SP:Iteration 53Q (101768.990000 sec): 3 clusters
  Score: Raw -1858784.602340 + Penalty 3151.670245 = -1855632.932095
  nChanged 33
		SP:Iteration 54Q (101769.230000 sec): 3 clusters
  Score: Raw -1858789.029833 + Penalty 3151.670245 = -1855637.359588
  nChanged 33
		SP:Iteration 55Q (101769.460000 sec): 3 clusters
  Score: Raw -1858794.362465 + Penalty 3151.670245 = -1855642.692219
  nChanged 39
		SP:Iteration 56Q (101769.750000 sec): 3 clusters
  Score: Raw -1858799.469195 + Penalty 3151.670245 = -1855647.798950
  nChanged 31
		SP:Iteration 57Q (101770.000000 sec): 3 clusters
  Score: Raw -1858803.306824 + Penalty 3151.670245 = -1855651.636578
  nChanged 22
		SP:Iteration 58Q (101770.270000 sec): 3 clusters
  Score: Raw -1858806.567104 + Penalty 3151.670245 = -1855654.896858
  nChanged 29
		SP:Iteration 59Q (101770.570000 sec): 3 clusters
  Score: Raw -1858810.455849 + Penalty 3151.670245 = -1855658.785603
  nChanged 17
		SP:Iteration 60F (101770.820000 sec): 3 clusters
  Score: Raw -1858812.201719 + Penalty 3151.670245 = -1855660.531474
  nChanged 14
		SP:Iteration 61Q (101771.030000 sec): 3 clusters
  Score: Raw -1858813.723794 + Penalty 3151.670245 = -1855662.053548
  nChanged 13
		SP:Iteration 62Q (101771.300000 sec): 3 clusters
  Score: Raw -1858815.087207 + Penalty 3151.670245 = -1855663.416961
  nChanged 16
		SP:Iteration 63Q (101771.550000 sec): 3 clusters
  Score: Raw -1858817.149228 + Penalty 3151.670245 = -1855665.478982
  nChanged 18
		SP:Iteration 64Q (101771.830000 sec): 3 clusters
  Score: Raw -1858819.795421 + Penalty 3151.670245 = -1855668.125175
  nChanged 26
		SP:Iteration 65Q (101772.100000 sec): 3 clusters
  Score: Raw -1858823.825865 + Penalty 3151.670245 = -1855672.155620
  nChanged 20
		SP:Iteration 66Q (101772.380000 sec): 3 clusters
  Score: Raw -1858827.418699 + Penalty 3151.670245 = -1855675.748453
  nChanged 15
		SP:Iteration 67Q (101772.640000 sec): 3 clusters
  Score: Raw -1858830.420408 + Penalty 3151.670245 = -1855678.750163
  nChanged 24
		SP:Iteration 68Q (101772.830000 sec): 3 clusters
  Score: Raw -1858834.569604 + Penalty 3151.670245 = -1855682.899359
  nChanged 29
		SP:Iteration 69Q (101773.150000 sec): 3 clusters
  Score: Raw -1858838.088591 + Penalty 3151.670245 = -1855686.418346
  nChanged 26
		SP:Iteration 70Q (101773.380000 sec): 3 clusters
  Score: Raw -1858841.195388 + Penalty 3151.670245 = -1855689.525143
  nChanged 18
		SP:Iteration 71Q (101773.690000 sec): 3 clusters
  Score: Raw -1858843.324508 + Penalty 3151.670245 = -1855691.654263
  nChanged 12
		SP:Iteration 72Q (101774.040000 sec): 3 clusters
  Score: Raw -1858844.654579 + Penalty 3151.670245 = -1855692.984334
  nChanged 15
		SP:Iteration 73Q (101774.310000 sec): 3 clusters
  Score: Raw -1858846.411536 + Penalty 3151.670245 = -1855694.741291
  nChanged 11
		SP:Iteration 74Q (101774.610000 sec): 3 clusters
  Score: Raw -1858847.691601 + Penalty 3151.670245 = -1855696.021356
  nChanged 14
		SP:Iteration 75Q (101774.860000 sec): 3 clusters
  Score: Raw -1858849.023714 + Penalty 3151.670245 = -1855697.353469
  nChanged 10
		SP:Iteration 76Q (101775.130000 sec): 3 clusters
  Score: Raw -1858850.242197 + Penalty 3151.670245 = -1855698.571951
  nChanged 12
		SP:Iteration 77Q (101775.400000 sec): 3 clusters
  Score: Raw -1858851.431303 + Penalty 3151.670245 = -1855699.761057
  nChanged 8
		SP:Iteration 78Q (101775.700000 sec): 3 clusters
  Score: Raw -1858852.054801 + Penalty 3151.670245 = -1855700.384555
  nChanged 6
		SP:Iteration 79Q (101775.950000 sec): 3 clusters
  Score: Raw -1858852.767388 + Penalty 3151.670245 = -1855701.097142
  nChanged 5
		SP:Iteration 80F (101776.140000 sec): 3 clusters
  Score: Raw -1858853.261516 + Penalty 3151.670245 = -1855701.591271
  nChanged 5
		SP:Iteration 81Q (101776.410000 sec): 3 clusters
  Score: Raw -1858853.923637 + Penalty 3151.670245 = -1855702.253392
  nChanged 8
		SP:Iteration 82Q (101776.600000 sec): 3 clusters
  Score: Raw -1858854.757116 + Penalty 3151.670245 = -1855703.086870
  nChanged 8
		SP:Iteration 83Q (101776.850000 sec): 3 clusters
  Score: Raw -1858855.653411 + Penalty 3151.670245 = -1855703.983166
  nChanged 5
		SP:Iteration 84Q (101777.130000 sec): 3 clusters
  Score: Raw -1858856.271700 + Penalty 3151.670245 = -1855704.601455
  nChanged 6
		SP:Iteration 85Q (101777.450000 sec): 3 clusters
  Score: Raw -1858856.854363 + Penalty 3151.670245 = -1855705.184118
  nChanged 6
		SP:Iteration 86Q (101777.740000 sec): 3 clusters
  Score: Raw -1858857.402831 + Penalty 3151.670245 = -1855705.732586
  nChanged 5
		SP:Iteration 87Q (101777.990000 sec): 3 clusters
  Score: Raw -1858857.823951 + Penalty 3151.670245 = -1855706.153705
  nChanged 3
		SP:Iteration 88Q (101778.300000 sec): 3 clusters
  Score: Raw -1858857.968125 + Penalty 3151.670245 = -1855706.297879
  nChanged 3
		SP:Iteration 89Q (101778.550000 sec): 3 clusters
  Score: Raw -1858858.184415 + Penalty 3151.670245 = -1855706.514170
  nChanged 3
		SP:Iteration 90Q (101778.780000 sec): 3 clusters
  Score: Raw -1858858.592723 + Penalty 3151.670245 = -1855706.922478
  nChanged 5
		SP:Iteration 91Q (101779.060000 sec): 3 clusters
  Score: Raw -1858859.140287 + Penalty 3151.670245 = -1855707.470042
  nChanged 4
		SP:Iteration 92Q (101779.310000 sec): 3 clusters
  Score: Raw -1858859.631618 + Penalty 3151.670245 = -1855707.961372
  nChanged 3
		SP:Iteration 93Q (101779.580000 sec): 3 clusters
  Score: Raw -1858860.133642 + Penalty 3151.670245 = -1855708.463397
  nChanged 2
		SP:Iteration 94Q (101779.840000 sec): 3 clusters
  Score: Raw -1858860.327444 + Penalty 3151.670245 = -1855708.657199
  nChanged 3
		SP:Iteration 95Q (101780.130000 sec): 3 clusters
  Score: Raw -1858860.700760 + Penalty 3151.670245 = -1855709.030514
  nChanged 2
		SP:Iteration 96Q (101780.360000 sec): 3 clusters
  Score: Raw -1858860.893165 + Penalty 3151.670245 = -1855709.222920
  nChanged 0
		SP:Iteration 97F (101780.660000 sec): 3 clusters
  Score: Raw -1858860.893165 + Penalty 3151.670245 = -1855709.222920
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101780.770000 sec): 2 clusters
  Score: Raw -1139920.733918 + Penalty 1486.677411 = -1138434.056507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101781.040000 sec): 3 clusters
  Score: Raw -1134617.946641 + Penalty 2973.354822 = -1131644.591819
  nChanged 4008
		SP:Iteration 1F (101781.260000 sec): 3 clusters
  Score: Raw -1136775.997171 + Penalty 2973.354822 = -1133802.642349
  nChanged 594
		SP:Iteration 2F (101781.470000 sec): 3 clusters
  Score: Raw -1137072.288406 + Penalty 2973.354822 = -1134098.933584
  nChanged 526
		SP:Iteration 3F (101781.710000 sec): 3 clusters
  Score: Raw -1137381.459778 + Penalty 2973.354822 = -1134408.104956
  nChanged 467
		SP:Iteration 4Q (101781.920000 sec): 3 clusters
  Score: Raw -1137685.541426 + Penalty 2973.354822 = -1134712.186604
  nChanged 485
		SP:Iteration 5F (101782.130000 sec): 3 clusters
  Score: Raw -1137983.482907 + Penalty 2973.354822 = -1135010.128086
  nChanged 423
		SP:Iteration 6Q (101782.390000 sec): 3 clusters
  Score: Raw -1138234.092542 + Penalty 2973.354822 = -1135260.737720
  nChanged 394
		SP:Iteration 7Q (101782.650000 sec): 3 clusters
  Score: Raw -1138460.543306 + Penalty 2973.354822 = -1135487.188484
  nChanged 368
		SP:Iteration 8Q (101782.850000 sec): 3 clusters
  Score: Raw -1138654.242430 + Penalty 2973.354822 = -1135680.887609
  nChanged 331
		SP:Iteration 9Q (101783.080000 sec): 3 clusters
  Score: Raw -1138825.565237 + Penalty 2973.354822 = -1135852.210415
  nChanged 297
		SP:Iteration 10Q (101783.310000 sec): 3 clusters
  Score: Raw -1138979.624380 + Penalty 2973.354822 = -1136006.269559
  nChanged 259
		SP:Iteration 11Q (101783.550000 sec): 3 clusters
  Score: Raw -1139115.880657 + Penalty 2973.354822 = -1136142.525836
  nChanged 248
		SP:Iteration 12Q (101783.760000 sec): 3 clusters
  Score: Raw -1139237.293834 + Penalty 2973.354822 = -1136263.939012
  nChanged 211
		SP:Iteration 13Q (101783.980000 sec): 3 clusters
  Score: Raw -1139328.600347 + Penalty 2973.354822 = -1136355.245525
  nChanged 173
		SP:Iteration 14Q (101784.250000 sec): 3 clusters
  Score: Raw -1139418.689497 + Penalty 2973.354822 = -1136445.334676
  nChanged 178
		SP:Iteration 15Q (101784.570000 sec): 3 clusters
  Score: Raw -1139521.548300 + Penalty 2973.354822 = -1136548.193478
  nChanged 172
		SP:Iteration 16Q (101784.750000 sec): 3 clusters
  Score: Raw -1139626.267210 + Penalty 2973.354822 = -1136652.912389
  nChanged 151
		SP:Iteration 17Q (101784.990000 sec): 3 clusters
  Score: Raw -1139732.337047 + Penalty 2973.354822 = -1136758.982226
  nChanged 137
		SP:Iteration 18Q (101785.230000 sec): 3 clusters
  Score: Raw -1139846.893432 + Penalty 2973.354822 = -1136873.538611
  nChanged 128
		SP:Iteration 19Q (101785.530000 sec): 3 clusters
  Score: Raw -1139983.272017 + Penalty 2973.354822 = -1137009.917196
  nChanged 123
		SP:Iteration 20F (101785.750000 sec): 3 clusters
  Score: Raw -1140089.197768 + Penalty 2973.354822 = -1137115.842946
  nChanged 99
		SP:Iteration 21Q (101785.950000 sec): 3 clusters
  Score: Raw -1140148.057290 + Penalty 2973.354822 = -1137174.702469
  nChanged 73
		SP:Iteration 22Q (101786.160000 sec): 3 clusters
  Score: Raw -1140183.410856 + Penalty 2973.354822 = -1137210.056034
  nChanged 50
		SP:Iteration 23Q (101786.430000 sec): 3 clusters
  Score: Raw -1140203.231213 + Penalty 2973.354822 = -1137229.876391
  nChanged 36
		SP:Iteration 24Q (101786.700000 sec): 3 clusters
  Score: Raw -1140217.053567 + Penalty 2973.354822 = -1137243.698746
  nChanged 33
		SP:Iteration 25Q (101786.970000 sec): 3 clusters
  Score: Raw -1140231.792355 + Penalty 2973.354822 = -1137258.437533
  nChanged 38
		SP:Iteration 26Q (101787.230000 sec): 3 clusters
  Score: Raw -1140247.066442 + Penalty 2973.354822 = -1137273.711620
  nChanged 38
		SP:Iteration 27Q (101787.450000 sec): 3 clusters
  Score: Raw -1140260.334929 + Penalty 2973.354822 = -1137286.980107
  nChanged 27
		SP:Iteration 28Q (101787.690000 sec): 3 clusters
  Score: Raw -1140270.274437 + Penalty 2973.354822 = -1137296.919615
  nChanged 25
		SP:Iteration 29Q (101787.930000 sec): 3 clusters
  Score: Raw -1140276.997170 + Penalty 2973.354822 = -1137303.642348
  nChanged 19
		SP:Iteration 30Q (101788.190000 sec): 3 clusters
  Score: Raw -1140282.550241 + Penalty 2973.354822 = -1137309.195419
  nChanged 16
		SP:Iteration 31Q (101788.450000 sec): 3 clusters
  Score: Raw -1140286.851276 + Penalty 2973.354822 = -1137313.496455
  nChanged 11
		SP:Iteration 32Q (101788.650000 sec): 3 clusters
  Score: Raw -1140289.677424 + Penalty 2973.354822 = -1137316.322602
  nChanged 11
		SP:Iteration 33Q (101788.910000 sec): 3 clusters
  Score: Raw -1140292.390887 + Penalty 2973.354822 = -1137319.036065
  nChanged 9
		SP:Iteration 34Q (101789.150000 sec): 3 clusters
  Score: Raw -1140294.761022 + Penalty 2973.354822 = -1137321.406201
  nChanged 8
		SP:Iteration 35Q (101789.390000 sec): 3 clusters
  Score: Raw -1140296.440010 + Penalty 2973.354822 = -1137323.085189
  nChanged 3
		SP:Iteration 36Q (101789.590000 sec): 3 clusters
  Score: Raw -1140297.027647 + Penalty 2973.354822 = -1137323.672825
  nChanged 5
		SP:Iteration 37Q (101789.810000 sec): 3 clusters
  Score: Raw -1140297.907144 + Penalty 2973.354822 = -1137324.552323
  nChanged 1
		SP:Iteration 38Q (101790.060000 sec): 3 clusters
  Score: Raw -1140298.056925 + Penalty 2973.354822 = -1137324.702103
  nChanged 1
		SP:Iteration 39Q (101790.250000 sec): 3 clusters
  Score: Raw -1140298.179816 + Penalty 2973.354822 = -1137324.824995
  nChanged 0
		SP:Iteration 40F (101790.460000 sec): 3 clusters
  Score: Raw -1140298.179816 + Penalty 2973.354822 = -1137324.824995
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101790.610000 sec): 2 clusters
  Score: Raw -898812.914646 + Penalty 1450.126857 = -897362.787789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101790.900000 sec): 3 clusters
  Score: Raw -894728.539501 + Penalty 2900.253714 = -891828.285787
  nChanged 3165
		SP:Iteration 1F (101791.080000 sec): 3 clusters
  Score: Raw -896399.172388 + Penalty 2900.253714 = -893498.918675
  nChanged 505
		SP:Iteration 2F (101791.250000 sec): 3 clusters
  Score: Raw -896669.948913 + Penalty 2900.253714 = -893769.695200
  nChanged 413
		SP:Iteration 3F (101791.440000 sec): 3 clusters
  Score: Raw -896872.655667 + Penalty 2900.253714 = -893972.401954
  nChanged 368
		SP:Iteration 4Q (101791.640000 sec): 3 clusters
  Score: Raw -897042.601174 + Penalty 2900.253714 = -894142.347461
  nChanged 313
		SP:Iteration 5Q (101791.820000 sec): 3 clusters
  Score: Raw -897194.757877 + Penalty 2900.253714 = -894294.504163
  nChanged 282
		SP:Iteration 6Q (101792.010000 sec): 3 clusters
  Score: Raw -897343.709537 + Penalty 2900.253714 = -894443.455824
  nChanged 271
		SP:Iteration 7Q (101792.220000 sec): 3 clusters
  Score: Raw -897491.433021 + Penalty 2900.253714 = -894591.179307
  nChanged 271
		SP:Iteration 8Q (101792.480000 sec): 3 clusters
  Score: Raw -897628.166376 + Penalty 2900.253714 = -894727.912663
  nChanged 235
		SP:Iteration 9Q (101792.690000 sec): 3 clusters
  Score: Raw -897740.219608 + Penalty 2900.253714 = -894839.965895
  nChanged 256
		SP:Iteration 10Q (101792.930000 sec): 3 clusters
  Score: Raw -897859.632285 + Penalty 2900.253714 = -894959.378572
  nChanged 240
		SP:Iteration 11Q (101793.180000 sec): 3 clusters
  Score: Raw -897966.833384 + Penalty 2900.253714 = -895066.579671
  nChanged 227
		SP:Iteration 12Q (101793.410000 sec): 3 clusters
  Score: Raw -898062.956695 + Penalty 2900.253714 = -895162.702982
  nChanged 196
		SP:Iteration 13Q (101793.620000 sec): 3 clusters
  Score: Raw -898140.433375 + Penalty 2900.253714 = -895240.179661
  nChanged 174
		SP:Iteration 14Q (101793.910000 sec): 3 clusters
  Score: Raw -898204.611595 + Penalty 2900.253714 = -895304.357881
  nChanged 145
		SP:Iteration 15Q (101794.140000 sec): 3 clusters
  Score: Raw -898267.389590 + Penalty 2900.253714 = -895367.135877
  nChanged 145
		SP:Iteration 16Q (101794.320000 sec): 3 clusters
  Score: Raw -898327.987085 + Penalty 2900.253714 = -895427.733371
  nChanged 147
		SP:Iteration 17Q (101794.540000 sec): 3 clusters
  Score: Raw -898387.110764 + Penalty 2900.253714 = -895486.857050
  nChanged 133
		SP:Iteration 18Q (101794.780000 sec): 3 clusters
  Score: Raw -898448.736822 + Penalty 2900.253714 = -895548.483108
  nChanged 148
		SP:Iteration 19Q (101794.990000 sec): 3 clusters
  Score: Raw -898520.040805 + Penalty 2900.253714 = -895619.787091
  nChanged 144
		SP:Iteration 20F (101795.220000 sec): 3 clusters
  Score: Raw -898591.243079 + Penalty 2900.253714 = -895690.989366
  nChanged 152
		SP:Iteration 21Q (101795.440000 sec): 3 clusters
  Score: Raw -898678.147991 + Penalty 2900.253714 = -895777.894278
  nChanged 167
		SP:Iteration 22Q (101795.630000 sec): 3 clusters
  Score: Raw -898763.609620 + Penalty 2900.253714 = -895863.355906
  nChanged 146
		SP:Iteration 23Q (101795.840000 sec): 3 clusters
  Score: Raw -898831.825018 + Penalty 2900.253714 = -895931.571304
  nChanged 128
		SP:Iteration 24Q (101796.070000 sec): 3 clusters
  Score: Raw -898894.297653 + Penalty 2900.253714 = -895994.043939
  nChanged 110
		SP:Iteration 25Q (101796.320000 sec): 3 clusters
  Score: Raw -898940.760475 + Penalty 2900.253714 = -896040.506762
  nChanged 89
		SP:Iteration 26Q (101796.560000 sec): 3 clusters
  Score: Raw -898980.778622 + Penalty 2900.253714 = -896080.524908
  nChanged 75
		SP:Iteration 27Q (101796.740000 sec): 3 clusters
  Score: Raw -899008.952202 + Penalty 2900.253714 = -896108.698489
  nChanged 73
		SP:Iteration 28Q (101796.920000 sec): 3 clusters
  Score: Raw -899036.490956 + Penalty 2900.253714 = -896136.237242
  nChanged 73
		SP:Iteration 29Q (101797.150000 sec): 3 clusters
  Score: Raw -899066.042693 + Penalty 2900.253714 = -896165.788979
  nChanged 79
		SP:Iteration 30Q (101797.340000 sec): 3 clusters
  Score: Raw -899094.865169 + Penalty 2900.253714 = -896194.611456
  nChanged 68
		SP:Iteration 31Q (101797.530000 sec): 3 clusters
  Score: Raw -899114.787587 + Penalty 2900.253714 = -896214.533874
  nChanged 50
		SP:Iteration 32Q (101797.770000 sec): 3 clusters
  Score: Raw -899131.877228 + Penalty 2900.253714 = -896231.623514
  nChanged 48
		SP:Iteration 33Q (101797.950000 sec): 3 clusters
  Score: Raw -899144.863917 + Penalty 2900.253714 = -896244.610203
  nChanged 33
		SP:Iteration 34Q (101798.160000 sec): 3 clusters
  Score: Raw -899153.638285 + Penalty 2900.253714 = -896253.384571
  nChanged 34
		SP:Iteration 35Q (101798.380000 sec): 3 clusters
  Score: Raw -899163.607035 + Penalty 2900.253714 = -896263.353322
  nChanged 39
		SP:Iteration 36Q (101798.580000 sec): 3 clusters
  Score: Raw -899172.754409 + Penalty 2900.253714 = -896272.500696
  nChanged 29
		SP:Iteration 37Q (101798.820000 sec): 3 clusters
  Score: Raw -899179.648120 + Penalty 2900.253714 = -896279.394406
  nChanged 29
		SP:Iteration 38Q (101799.020000 sec): 3 clusters
  Score: Raw -899185.810565 + Penalty 2900.253714 = -896285.556851
  nChanged 21
		SP:Iteration 39Q (101799.200000 sec): 3 clusters
  Score: Raw -899189.742585 + Penalty 2900.253714 = -896289.488872
  nChanged 22
		SP:Iteration 40F (101799.400000 sec): 3 clusters
  Score: Raw -899193.606664 + Penalty 2900.253714 = -896293.352950
  nChanged 15
		SP:Iteration 41Q (101799.610000 sec): 3 clusters
  Score: Raw -899195.964919 + Penalty 2900.253714 = -896295.711205
  nChanged 11
		SP:Iteration 42Q (101799.800000 sec): 3 clusters
  Score: Raw -899197.684011 + Penalty 2900.253714 = -896297.430298
  nChanged 11
		SP:Iteration 43Q (101799.990000 sec): 3 clusters
  Score: Raw -899199.881038 + Penalty 2900.253714 = -896299.627325
  nChanged 16
		SP:Iteration 44Q (101800.180000 sec): 3 clusters
  Score: Raw -899202.496333 + Penalty 2900.253714 = -896302.242620
  nChanged 7
		SP:Iteration 45Q (101800.360000 sec): 3 clusters
  Score: Raw -899203.545228 + Penalty 2900.253714 = -896303.291515
  nChanged 6
		SP:Iteration 46Q (101800.520000 sec): 3 clusters
  Score: Raw -899204.291128 + Penalty 2900.253714 = -896304.037415
  nChanged 3
		SP:Iteration 47Q (101800.760000 sec): 3 clusters
  Score: Raw -899204.875776 + Penalty 2900.253714 = -896304.622062
  nChanged 3
		SP:Iteration 48Q (101800.950000 sec): 3 clusters
  Score: Raw -899205.350640 + Penalty 2900.253714 = -896305.096926
  nChanged 2
		SP:Iteration 49Q (101801.140000 sec): 3 clusters
  Score: Raw -899205.491065 + Penalty 2900.253714 = -896305.237352
  nChanged 2
		SP:Iteration 50Q (101801.380000 sec): 3 clusters
  Score: Raw -899205.612929 + Penalty 2900.253714 = -896305.359215
  nChanged 2
		SP:Iteration 51Q (101801.620000 sec): 3 clusters
  Score: Raw -899205.837686 + Penalty 2900.253714 = -896305.583972
  nChanged 2
		SP:Iteration 52Q (101801.840000 sec): 3 clusters
  Score: Raw -899206.023389 + Penalty 2900.253714 = -896305.769675
  nChanged 1
		SP:Iteration 53Q (101802.060000 sec): 3 clusters
  Score: Raw -899206.123211 + Penalty 2900.253714 = -896305.869497
  nChanged 1
		SP:Iteration 54Q (101802.240000 sec): 3 clusters
  Score: Raw -899206.211923 + Penalty 2900.253714 = -896305.958210
  nChanged 0
		SP:Iteration 55F (101802.460000 sec): 3 clusters
  Score: Raw -899206.211923 + Penalty 2900.253714 = -896305.958210
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101802.610000 sec): 2 clusters
  Score: Raw -23161.399883 + Penalty 878.665413 = -22282.734470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101802.770000 sec): 3 clusters
  Score: Raw -23317.030590 + Penalty 1757.330826 = -21559.699765
  nChanged 32
		SP:Iteration 1F (101802.990000 sec): 3 clusters
  Score: Raw -23404.054957 + Penalty 1757.330826 = -21646.724132
  nChanged 14
		SP:Iteration 2F (101803.180000 sec): 3 clusters
  Score: Raw -23461.931035 + Penalty 1757.330826 = -21704.600209
  nChanged 13
		SP:Iteration 3F (101803.360000 sec): 3 clusters
  Score: Raw -23526.046740 + Penalty 1757.330826 = -21768.715914
  nChanged 14
		SP:Iteration 4F (101803.550000 sec): 3 clusters
  Score: Raw -23585.447733 + Penalty 1757.330826 = -21828.116907
  nChanged 5
		SP:Iteration 5Q (101803.690000 sec): 3 clusters
  Score: Raw -23595.069083 + Penalty 1757.330826 = -21837.738257
  nChanged 3
		SP:Iteration 6Q (101803.860000 sec): 3 clusters
  Score: Raw -23626.597188 + Penalty 1757.330826 = -21869.266363
  nChanged 5
		SP:Iteration 7Q (101804.040000 sec): 3 clusters
  Score: Raw -23668.121377 + Penalty 1757.330826 = -21910.790551
  nChanged 3
		SP:Iteration 8Q (101804.160000 sec): 3 clusters
  Score: Raw -23701.257118 + Penalty 1757.330826 = -21943.926292
  nChanged 2
		SP:Iteration 9Q (101804.340000 sec): 3 clusters
  Score: Raw -23718.557367 + Penalty 1757.330826 = -21961.226542
  nChanged 1
		SP:Iteration 10Q (101804.470000 sec): 3 clusters
  Score: Raw -23725.131151 + Penalty 1757.330826 = -21967.800325
  nChanged 0
		SP:Iteration 11F (101804.610000 sec): 3 clusters
  Score: Raw -23725.131151 + Penalty 1757.330826 = -21967.800325
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101804.880000 sec): 2 clusters
  Score: Raw -3051590.858105 + Penalty 1659.247141 = -3049931.610964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101805.210000 sec): 3 clusters
  Score: Raw -3034917.518355 + Penalty 3318.494283 = -3031599.024072
  nChanged 12504
		SP:Iteration 1F (101805.460000 sec): 3 clusters
  Score: Raw -3042161.705345 + Penalty 3318.494283 = -3038843.211062
  nChanged 1488
		SP:Iteration 2F (101805.750000 sec): 3 clusters
  Score: Raw -3042751.423380 + Penalty 3318.494283 = -3039432.929097
  nChanged 1386
		SP:Iteration 3F (101806.060000 sec): 3 clusters
  Score: Raw -3043357.770227 + Penalty 3318.494283 = -3040039.275944
  nChanged 1382
		SP:Iteration 4F (101806.320000 sec): 3 clusters
  Score: Raw -3043997.097288 + Penalty 3318.494283 = -3040678.603005
  nChanged 1393
		SP:Iteration 5F (101806.660000 sec): 3 clusters
  Score: Raw -3044721.824160 + Penalty 3318.494283 = -3041403.329877
  nChanged 1382
		SP:Iteration 6F (101806.940000 sec): 3 clusters
  Score: Raw -3045436.713068 + Penalty 3318.494283 = -3042118.218785
  nChanged 1293
		SP:Iteration 7Q (101807.260000 sec): 3 clusters
  Score: Raw -3046101.680020 + Penalty 3318.494283 = -3042783.185737
  nChanged 1204
		SP:Iteration 8Q (101807.530000 sec): 3 clusters
  Score: Raw -3046720.976048 + Penalty 3318.494283 = -3043402.481765
  nChanged 1055
		SP:Iteration 9Q (101807.840000 sec): 3 clusters
  Score: Raw -3047290.427387 + Penalty 3318.494283 = -3043971.933104
  nChanged 929
		SP:Iteration 10Q (101808.150000 sec): 3 clusters
  Score: Raw -3047834.102142 + Penalty 3318.494283 = -3044515.607859
  nChanged 904
		SP:Iteration 11Q (101808.430000 sec): 3 clusters
  Score: Raw -3048382.349614 + Penalty 3318.494283 = -3045063.855331
  nChanged 782
		SP:Iteration 12Q (101808.730000 sec): 3 clusters
  Score: Raw -3048874.440415 + Penalty 3318.494283 = -3045555.946132
  nChanged 733
		SP:Iteration 13Q (101809.010000 sec): 3 clusters
  Score: Raw -3049358.461770 + Penalty 3318.494283 = -3046039.967487
  nChanged 619
		SP:Iteration 14Q (101809.300000 sec): 3 clusters
  Score: Raw -3049742.837633 + Penalty 3318.494283 = -3046424.343350
  nChanged 543
		SP:Iteration 15Q (101809.620000 sec): 3 clusters
  Score: Raw -3050050.664875 + Penalty 3318.494283 = -3046732.170592
  nChanged 434
		SP:Iteration 16Q (101809.900000 sec): 3 clusters
  Score: Raw -3050277.137148 + Penalty 3318.494283 = -3046958.642865
  nChanged 367
		SP:Iteration 17Q (101810.220000 sec): 3 clusters
  Score: Raw -3050449.718795 + Penalty 3318.494283 = -3047131.224512
  nChanged 348
		SP:Iteration 18Q (101810.530000 sec): 3 clusters
  Score: Raw -3050619.916506 + Penalty 3318.494283 = -3047301.422223
  nChanged 316
		SP:Iteration 19Q (101810.810000 sec): 3 clusters
  Score: Raw -3050759.483957 + Penalty 3318.494283 = -3047440.989674
  nChanged 299
		SP:Iteration 20F (101811.080000 sec): 3 clusters
  Score: Raw -3050890.544264 + Penalty 3318.494283 = -3047572.049981
  nChanged 277
		SP:Iteration 21Q (101811.380000 sec): 3 clusters
  Score: Raw -3051029.115914 + Penalty 3318.494283 = -3047710.621631
  nChanged 260
		SP:Iteration 22Q (101811.630000 sec): 3 clusters
  Score: Raw -3051165.751763 + Penalty 3318.494283 = -3047847.257480
  nChanged 233
		SP:Iteration 23Q (101811.940000 sec): 3 clusters
  Score: Raw -3051283.255066 + Penalty 3318.494283 = -3047964.760783
  nChanged 212
		SP:Iteration 24Q (101812.250000 sec): 3 clusters
  Score: Raw -3051389.269183 + Penalty 3318.494283 = -3048070.774901
  nChanged 175
		SP:Iteration 25Q (101812.530000 sec): 3 clusters
  Score: Raw -3051476.981254 + Penalty 3318.494283 = -3048158.486971
  nChanged 166
		SP:Iteration 26Q (101812.900000 sec): 3 clusters
  Score: Raw -3051566.825897 + Penalty 3318.494283 = -3048248.331614
  nChanged 147
		SP:Iteration 27Q (101813.290000 sec): 3 clusters
  Score: Raw -3051650.057346 + Penalty 3318.494283 = -3048331.563063
  nChanged 136
		SP:Iteration 28Q (101813.630000 sec): 3 clusters
  Score: Raw -3051721.102059 + Penalty 3318.494283 = -3048402.607776
  nChanged 96
		SP:Iteration 29Q (101813.890000 sec): 3 clusters
  Score: Raw -3051762.308174 + Penalty 3318.494283 = -3048443.813891
  nChanged 78
		SP:Iteration 30Q (101814.170000 sec): 3 clusters
  Score: Raw -3051799.914643 + Penalty 3318.494283 = -3048481.420360
  nChanged 76
		SP:Iteration 31Q (101814.490000 sec): 3 clusters
  Score: Raw -3051832.042851 + Penalty 3318.494283 = -3048513.548568
  nChanged 65
		SP:Iteration 32Q (101814.760000 sec): 3 clusters
  Score: Raw -3051860.738235 + Penalty 3318.494283 = -3048542.243952
  nChanged 59
		SP:Iteration 33Q (101815.140000 sec): 3 clusters
  Score: Raw -3051888.792162 + Penalty 3318.494283 = -3048570.297879
  nChanged 60
		SP:Iteration 34Q (101815.510000 sec): 3 clusters
  Score: Raw -3051916.573978 + Penalty 3318.494283 = -3048598.079695
  nChanged 56
		SP:Iteration 35Q (101815.820000 sec): 3 clusters
  Score: Raw -3051945.269469 + Penalty 3318.494283 = -3048626.775186
  nChanged 54
		SP:Iteration 36Q (101816.150000 sec): 3 clusters
  Score: Raw -3051973.552415 + Penalty 3318.494283 = -3048655.058132
  nChanged 58
		SP:Iteration 37Q (101816.490000 sec): 3 clusters
  Score: Raw -3052003.719597 + Penalty 3318.494283 = -3048685.225314
  nChanged 46
		SP:Iteration 38Q (101816.830000 sec): 3 clusters
  Score: Raw -3052029.900333 + Penalty 3318.494283 = -3048711.406050
  nChanged 41
		SP:Iteration 39Q (101817.160000 sec): 3 clusters
  Score: Raw -3052051.276306 + Penalty 3318.494283 = -3048732.782023
  nChanged 36
		SP:Iteration 40F (101817.500000 sec): 3 clusters
  Score: Raw -3052070.012587 + Penalty 3318.494283 = -3048751.518304
  nChanged 37
		SP:Iteration 41Q (101817.830000 sec): 3 clusters
  Score: Raw -3052088.554629 + Penalty 3318.494283 = -3048770.060346
  nChanged 37
		SP:Iteration 42Q (101818.170000 sec): 3 clusters
  Score: Raw -3052109.334976 + Penalty 3318.494283 = -3048790.840693
  nChanged 43
		SP:Iteration 43Q (101818.510000 sec): 3 clusters
  Score: Raw -3052140.915600 + Penalty 3318.494283 = -3048822.421317
  nChanged 50
		SP:Iteration 44Q (101818.850000 sec): 3 clusters
  Score: Raw -3052166.341661 + Penalty 3318.494283 = -3048847.847378
  nChanged 37
		SP:Iteration 45Q (101819.190000 sec): 3 clusters
  Score: Raw -3052186.922604 + Penalty 3318.494283 = -3048868.428321
  nChanged 33
		SP:Iteration 46Q (101819.540000 sec): 3 clusters
  Score: Raw -3052202.352518 + Penalty 3318.494283 = -3048883.858235
  nChanged 32
		SP:Iteration 47Q (101819.870000 sec): 3 clusters
  Score: Raw -3052215.333926 + Penalty 3318.494283 = -3048896.839643
  nChanged 29
		SP:Iteration 48Q (101820.210000 sec): 3 clusters
  Score: Raw -3052230.371318 + Penalty 3318.494283 = -3048911.877035
  nChanged 34
		SP:Iteration 49Q (101820.550000 sec): 3 clusters
  Score: Raw -3052244.633458 + Penalty 3318.494283 = -3048926.139175
  nChanged 22
		SP:Iteration 50Q (101820.890000 sec): 3 clusters
  Score: Raw -3052255.508403 + Penalty 3318.494283 = -3048937.014121
  nChanged 18
		SP:Iteration 51Q (101821.230000 sec): 3 clusters
  Score: Raw -3052264.093480 + Penalty 3318.494283 = -3048945.599197
  nChanged 13
		SP:Iteration 52Q (101821.570000 sec): 3 clusters
  Score: Raw -3052270.043469 + Penalty 3318.494283 = -3048951.549186
  nChanged 14
		SP:Iteration 53Q (101821.910000 sec): 3 clusters
  Score: Raw -3052275.432689 + Penalty 3318.494283 = -3048956.938406
  nChanged 9
		SP:Iteration 54Q (101822.260000 sec): 3 clusters
  Score: Raw -3052279.838169 + Penalty 3318.494283 = -3048961.343887
  nChanged 9
		SP:Iteration 55Q (101822.600000 sec): 3 clusters
  Score: Raw -3052283.445623 + Penalty 3318.494283 = -3048964.951340
  nChanged 7
		SP:Iteration 56Q (101822.930000 sec): 3 clusters
  Score: Raw -3052285.819418 + Penalty 3318.494283 = -3048967.325135
  nChanged 5
		SP:Iteration 57Q (101823.270000 sec): 3 clusters
  Score: Raw -3052287.684315 + Penalty 3318.494283 = -3048969.190032
  nChanged 4
		SP:Iteration 58Q (101823.620000 sec): 3 clusters
  Score: Raw -3052289.623244 + Penalty 3318.494283 = -3048971.128961
  nChanged 4
		SP:Iteration 59Q (101823.960000 sec): 3 clusters
  Score: Raw -3052291.183749 + Penalty 3318.494283 = -3048972.689466
  nChanged 3
		SP:Iteration 60F (101824.340000 sec): 3 clusters
  Score: Raw -3052291.989156 + Penalty 3318.494283 = -3048973.494873
  nChanged 4
		SP:Iteration 61Q (101824.690000 sec): 3 clusters
  Score: Raw -3052293.122935 + Penalty 3318.494283 = -3048974.628652
  nChanged 3
		SP:Iteration 62Q (101825.030000 sec): 3 clusters
  Score: Raw -3052293.828238 + Penalty 3318.494283 = -3048975.333955
  nChanged 1
		SP:Iteration 63Q (101825.330000 sec): 3 clusters
  Score: Raw -3052294.124361 + Penalty 3318.494283 = -3048975.630078
  nChanged 1
		SP:Iteration 64Q (101825.640000 sec): 3 clusters
  Score: Raw -3052294.339476 + Penalty 3318.494283 = -3048975.845193
  nChanged 1
		SP:Iteration 65Q (101825.940000 sec): 3 clusters
  Score: Raw -3052295.032622 + Penalty 3318.494283 = -3048976.538339
  nChanged 1
		SP:Iteration 66Q (101826.290000 sec): 3 clusters
  Score: Raw -3052296.679580 + Penalty 3318.494283 = -3048978.185297
  nChanged 2
		SP:Iteration 67Q (101826.600000 sec): 3 clusters
  Score: Raw -3052297.607040 + Penalty 3318.494283 = -3048979.112757
  nChanged 5
		SP:Iteration 68Q (101826.970000 sec): 3 clusters
  Score: Raw -3052299.618691 + Penalty 3318.494283 = -3048981.124409
  nChanged 4
		SP:Iteration 69Q (101827.310000 sec): 3 clusters
  Score: Raw -3052301.115018 + Penalty 3318.494283 = -3048982.620735
  nChanged 9
		SP:Iteration 70Q (101827.640000 sec): 3 clusters
  Score: Raw -3052304.676113 + Penalty 3318.494283 = -3048986.181830
  nChanged 3
		SP:Iteration 71Q (101827.960000 sec): 3 clusters
  Score: Raw -3052305.605401 + Penalty 3318.494283 = -3048987.111118
  nChanged 3
		SP:Iteration 72Q (101828.270000 sec): 3 clusters
  Score: Raw -3052306.704832 + Penalty 3318.494283 = -3048988.210549
  nChanged 2
		SP:Iteration 73Q (101828.610000 sec): 3 clusters
  Score: Raw -3052307.547776 + Penalty 3318.494283 = -3048989.053493
  nChanged 3
		SP:Iteration 74Q (101828.910000 sec): 3 clusters
  Score: Raw -3052308.439626 + Penalty 3318.494283 = -3048989.945344
  nChanged 1
		SP:Iteration 75Q (101829.210000 sec): 3 clusters
  Score: Raw -3052308.667970 + Penalty 3318.494283 = -3048990.173687
  nChanged 0
		SP:Iteration 76F (101829.600000 sec): 3 clusters
  Score: Raw -3052308.667970 + Penalty 3318.494283 = -3048990.173687
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101829.700000 sec): 2 clusters
  Score: Raw -672549.813908 + Penalty 1401.907528 = -671147.906380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101829.890000 sec): 3 clusters
  Score: Raw -669629.415696 + Penalty 2803.815057 = -666825.600639
  nChanged 2304
		SP:Iteration 1F (101830.050000 sec): 3 clusters
  Score: Raw -670960.754405 + Penalty 2803.815057 = -668156.939348
  nChanged 453
		SP:Iteration 2F (101830.200000 sec): 3 clusters
  Score: Raw -671232.831966 + Penalty 2803.815057 = -668429.016910
  nChanged 344
		SP:Iteration 3F (101830.360000 sec): 3 clusters
  Score: Raw -671438.343195 + Penalty 2803.815057 = -668634.528138
  nChanged 296
		SP:Iteration 4F (101830.510000 sec): 3 clusters
  Score: Raw -671626.573955 + Penalty 2803.815057 = -668822.758899
  nChanged 252
		SP:Iteration 5Q (101830.660000 sec): 3 clusters
  Score: Raw -671785.879256 + Penalty 2803.815057 = -668982.064200
  nChanged 240
		SP:Iteration 6Q (101830.870000 sec): 3 clusters
  Score: Raw -671939.401446 + Penalty 2803.815057 = -669135.586389
  nChanged 220
		SP:Iteration 7Q (101831.090000 sec): 3 clusters
  Score: Raw -672062.449839 + Penalty 2803.815057 = -669258.634782
  nChanged 193
		SP:Iteration 8Q (101831.290000 sec): 3 clusters
  Score: Raw -672157.443530 + Penalty 2803.815057 = -669353.628473
  nChanged 157
		SP:Iteration 9Q (101831.550000 sec): 3 clusters
  Score: Raw -672236.460906 + Penalty 2803.815057 = -669432.645850
  nChanged 126
		SP:Iteration 10Q (101831.740000 sec): 3 clusters
  Score: Raw -672296.158901 + Penalty 2803.815057 = -669492.343844
  nChanged 111
		SP:Iteration 11Q (101831.920000 sec): 3 clusters
  Score: Raw -672351.947925 + Penalty 2803.815057 = -669548.132869
  nChanged 101
		SP:Iteration 12Q (101832.100000 sec): 3 clusters
  Score: Raw -672407.954966 + Penalty 2803.815057 = -669604.139909
  nChanged 107
		SP:Iteration 13Q (101832.300000 sec): 3 clusters
  Score: Raw -672466.581079 + Penalty 2803.815057 = -669662.766023
  nChanged 102
		SP:Iteration 14Q (101832.490000 sec): 3 clusters
  Score: Raw -672531.483022 + Penalty 2803.815057 = -669727.667965
  nChanged 101
		SP:Iteration 15Q (101832.640000 sec): 3 clusters
  Score: Raw -672589.628653 + Penalty 2803.815057 = -669785.813597
  nChanged 89
		SP:Iteration 16Q (101832.880000 sec): 3 clusters
  Score: Raw -672635.907505 + Penalty 2803.815057 = -669832.092449
  nChanged 81
		SP:Iteration 17Q (101833.060000 sec): 3 clusters
  Score: Raw -672678.429569 + Penalty 2803.815057 = -669874.614512
  nChanged 77
		SP:Iteration 18Q (101833.320000 sec): 3 clusters
  Score: Raw -672719.283567 + Penalty 2803.815057 = -669915.468510
  nChanged 57
		SP:Iteration 19Q (101833.520000 sec): 3 clusters
  Score: Raw -672752.844714 + Penalty 2803.815057 = -669949.029658
  nChanged 55
		SP:Iteration 20F (101833.730000 sec): 3 clusters
  Score: Raw -672790.820430 + Penalty 2803.815057 = -669987.005373
  nChanged 52
		SP:Iteration 21Q (101833.950000 sec): 3 clusters
  Score: Raw -672819.116177 + Penalty 2803.815057 = -670015.301120
  nChanged 37
		SP:Iteration 22Q (101834.130000 sec): 3 clusters
  Score: Raw -672839.636365 + Penalty 2803.815057 = -670035.821308
  nChanged 30
		SP:Iteration 23Q (101834.320000 sec): 3 clusters
  Score: Raw -672855.544764 + Penalty 2803.815057 = -670051.729708
  nChanged 36
		SP:Iteration 24Q (101834.520000 sec): 3 clusters
  Score: Raw -672872.921144 + Penalty 2803.815057 = -670069.106088
  nChanged 28
		SP:Iteration 25Q (101834.710000 sec): 3 clusters
  Score: Raw -672884.864690 + Penalty 2803.815057 = -670081.049633
  nChanged 20
		SP:Iteration 26Q (101834.910000 sec): 3 clusters
  Score: Raw -672893.580531 + Penalty 2803.815057 = -670089.765475
  nChanged 19
		SP:Iteration 27Q (101835.110000 sec): 3 clusters
  Score: Raw -672900.050682 + Penalty 2803.815057 = -670096.235626
  nChanged 10
		SP:Iteration 28Q (101835.330000 sec): 3 clusters
  Score: Raw -672903.143333 + Penalty 2803.815057 = -670099.328276
  nChanged 12
		SP:Iteration 29Q (101835.600000 sec): 3 clusters
  Score: Raw -672908.403951 + Penalty 2803.815057 = -670104.588895
  nChanged 13
		SP:Iteration 30Q (101835.860000 sec): 3 clusters
  Score: Raw -672914.502682 + Penalty 2803.815057 = -670110.687625
  nChanged 19
		SP:Iteration 31Q (101836.070000 sec): 3 clusters
  Score: Raw -672921.576519 + Penalty 2803.815057 = -670117.761463
  nChanged 11
		SP:Iteration 32Q (101836.280000 sec): 3 clusters
  Score: Raw -672926.242694 + Penalty 2803.815057 = -670122.427637
  nChanged 11
		SP:Iteration 33Q (101836.450000 sec): 3 clusters
  Score: Raw -672929.398817 + Penalty 2803.815057 = -670125.583761
  nChanged 7
		SP:Iteration 34Q (101836.620000 sec): 3 clusters
  Score: Raw -672931.308963 + Penalty 2803.815057 = -670127.493906
  nChanged 0
		SP:Iteration 35F (101836.820000 sec): 3 clusters
  Score: Raw -672931.308963 + Penalty 2803.815057 = -670127.493906
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101836.950000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101837.150000 sec): 3 clusters
  Score: Raw -23040.535811 + Penalty 1770.189646 = -21270.346165
  nChanged 37
		SP:Iteration 1F (101837.350000 sec): 3 clusters
  Score: Raw -23109.786504 + Penalty 1770.189646 = -21339.596858
  nChanged 5
		SP:Iteration 2Q (101837.530000 sec): 3 clusters
  Score: Raw -23120.751747 + Penalty 1770.189646 = -21350.562101
  nChanged 5
		SP:Iteration 3Q (101837.650000 sec): 3 clusters
  Score: Raw -23131.788684 + Penalty 1770.189646 = -21361.599039
  nChanged 2
		SP:Iteration 4Q (101837.820000 sec): 3 clusters
  Score: Raw -23138.034659 + Penalty 1770.189646 = -21367.845013
  nChanged 1
		SP:Iteration 5Q (101837.990000 sec): 3 clusters
  Score: Raw -23144.274831 + Penalty 1770.189646 = -21374.085185
  nChanged 2
		SP:Iteration 6Q (101838.110000 sec): 3 clusters
  Score: Raw -23150.863953 + Penalty 1770.189646 = -21380.674307
  nChanged 1
		SP:Iteration 7Q (101838.260000 sec): 3 clusters
  Score: Raw -23155.490023 + Penalty 1770.189646 = -21385.300377
  nChanged 3
		SP:Iteration 8Q (101838.400000 sec): 3 clusters
  Score: Raw -23178.494549 + Penalty 1770.189646 = -21408.304903
  nChanged 1
		SP:Iteration 9Q (101838.540000 sec): 3 clusters
  Score: Raw -23184.819955 + Penalty 1770.189646 = -21414.630309
  nChanged 1
		SP:Iteration 10Q (101838.640000 sec): 3 clusters
  Score: Raw -23188.941546 + Penalty 1770.189646 = -21418.751901
  nChanged 1
		SP:Iteration 11Q (101838.790000 sec): 3 clusters
  Score: Raw -23191.402412 + Penalty 1770.189646 = -21421.212766
  nChanged 1
		SP:Iteration 12Q (101838.930000 sec): 3 clusters
  Score: Raw -23206.866952 + Penalty 1770.189646 = -21436.677307
  nChanged 4
		SP:Iteration 13Q (101839.070000 sec): 3 clusters
  Score: Raw -23211.962571 + Penalty 1770.189646 = -21441.772926
  nChanged 0
		SP:Iteration 14F (101839.220000 sec): 3 clusters
  Score: Raw -23211.962571 + Penalty 1770.189646 = -21441.772926
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101839.390000 sec): 2 clusters
  Score: Raw -1762672.037366 + Penalty 1558.798327 = -1761113.239040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101839.670000 sec): 3 clusters
  Score: Raw -1754012.778264 + Penalty 3117.596653 = -1750895.181611
  nChanged 6550
		SP:Iteration 1F (101839.920000 sec): 3 clusters
  Score: Raw -1757693.602883 + Penalty 3117.596653 = -1754576.006230
  nChanged 920
		SP:Iteration 2F (101840.180000 sec): 3 clusters
  Score: Raw -1758123.823160 + Penalty 3117.596653 = -1755006.226507
  nChanged 881
		SP:Iteration 3F (101840.450000 sec): 3 clusters
  Score: Raw -1758612.805736 + Penalty 3117.596653 = -1755495.209083
  nChanged 940
		SP:Iteration 4F (101840.700000 sec): 3 clusters
  Score: Raw -1759237.420063 + Penalty 3117.596653 = -1756119.823410
  nChanged 1027
		SP:Iteration 5F (101840.990000 sec): 3 clusters
  Score: Raw -1759942.472375 + Penalty 3117.596653 = -1756824.875722
  nChanged 912
		SP:Iteration 6F (101841.290000 sec): 3 clusters
  Score: Raw -1760565.364696 + Penalty 3117.596653 = -1757447.768043
  nChanged 825
		SP:Iteration 7F (101841.580000 sec): 3 clusters
  Score: Raw -1761095.422625 + Penalty 3117.596653 = -1757977.825972
  nChanged 674
		SP:Iteration 8Q (101841.870000 sec): 3 clusters
  Score: Raw -1761493.915463 + Penalty 3117.596653 = -1758376.318810
  nChanged 568
		SP:Iteration 9Q (101842.200000 sec): 3 clusters
  Score: Raw -1761826.613081 + Penalty 3117.596653 = -1758709.016428
  nChanged 485
		SP:Iteration 10Q (101842.470000 sec): 3 clusters
  Score: Raw -1762085.568510 + Penalty 3117.596653 = -1758967.971857
  nChanged 381
		SP:Iteration 11Q (101842.750000 sec): 3 clusters
  Score: Raw -1762290.829194 + Penalty 3117.596653 = -1759173.232541
  nChanged 302
		SP:Iteration 12Q (101843.000000 sec): 3 clusters
  Score: Raw -1762433.677586 + Penalty 3117.596653 = -1759316.080933
  nChanged 229
		SP:Iteration 13Q (101843.250000 sec): 3 clusters
  Score: Raw -1762534.229532 + Penalty 3117.596653 = -1759416.632879
  nChanged 171
		SP:Iteration 14Q (101843.500000 sec): 3 clusters
  Score: Raw -1762606.604113 + Penalty 3117.596653 = -1759489.007459
  nChanged 128
		SP:Iteration 15Q (101843.680000 sec): 3 clusters
  Score: Raw -1762661.264539 + Penalty 3117.596653 = -1759543.667886
  nChanged 113
		SP:Iteration 16Q (101843.930000 sec): 3 clusters
  Score: Raw -1762710.254971 + Penalty 3117.596653 = -1759592.658318
  nChanged 104
		SP:Iteration 17Q (101844.170000 sec): 3 clusters
  Score: Raw -1762753.605288 + Penalty 3117.596653 = -1759636.008635
  nChanged 82
		SP:Iteration 18Q (101844.450000 sec): 3 clusters
  Score: Raw -1762785.558264 + Penalty 3117.596653 = -1759667.961611
  nChanged 75
		SP:Iteration 19Q (101844.660000 sec): 3 clusters
  Score: Raw -1762818.471550 + Penalty 3117.596653 = -1759700.874897
  nChanged 63
		SP:Iteration 20F (101844.940000 sec): 3 clusters
  Score: Raw -1762847.878683 + Penalty 3117.596653 = -1759730.282030
  nChanged 59
		SP:Iteration 21Q (101845.190000 sec): 3 clusters
  Score: Raw -1762873.252250 + Penalty 3117.596653 = -1759755.655597
  nChanged 50
		SP:Iteration 22Q (101845.430000 sec): 3 clusters
  Score: Raw -1762895.238895 + Penalty 3117.596653 = -1759777.642241
  nChanged 33
		SP:Iteration 23Q (101845.730000 sec): 3 clusters
  Score: Raw -1762909.450568 + Penalty 3117.596653 = -1759791.853915
  nChanged 27
		SP:Iteration 24Q (101846.010000 sec): 3 clusters
  Score: Raw -1762919.743881 + Penalty 3117.596653 = -1759802.147228
  nChanged 23
		SP:Iteration 25Q (101846.240000 sec): 3 clusters
  Score: Raw -1762927.572792 + Penalty 3117.596653 = -1759809.976139
  nChanged 12
		SP:Iteration 26Q (101846.490000 sec): 3 clusters
  Score: Raw -1762931.545186 + Penalty 3117.596653 = -1759813.948532
  nChanged 11
		SP:Iteration 27Q (101846.710000 sec): 3 clusters
  Score: Raw -1762935.473806 + Penalty 3117.596653 = -1759817.877152
  nChanged 13
		SP:Iteration 28Q (101846.970000 sec): 3 clusters
  Score: Raw -1762939.331116 + Penalty 3117.596653 = -1759821.734463
  nChanged 9
		SP:Iteration 29Q (101847.260000 sec): 3 clusters
  Score: Raw -1762942.143969 + Penalty 3117.596653 = -1759824.547316
  nChanged 2
		SP:Iteration 30Q (101847.440000 sec): 3 clusters
  Score: Raw -1762942.586894 + Penalty 3117.596653 = -1759824.990241
  nChanged 2
		SP:Iteration 31Q (101847.700000 sec): 3 clusters
  Score: Raw -1762943.388518 + Penalty 3117.596653 = -1759825.791864
  nChanged 3
		SP:Iteration 32Q (101847.960000 sec): 3 clusters
  Score: Raw -1762944.345501 + Penalty 3117.596653 = -1759826.748848
  nChanged 3
		SP:Iteration 33Q (101848.250000 sec): 3 clusters
  Score: Raw -1762945.570013 + Penalty 3117.596653 = -1759827.973360
  nChanged 3
		SP:Iteration 34Q (101848.540000 sec): 3 clusters
  Score: Raw -1762946.324783 + Penalty 3117.596653 = -1759828.728129
  nChanged 4
		SP:Iteration 35Q (101848.900000 sec): 3 clusters
  Score: Raw -1762947.281153 + Penalty 3117.596653 = -1759829.684500
  nChanged 3
		SP:Iteration 36Q (101849.130000 sec): 3 clusters
  Score: Raw -1762947.779716 + Penalty 3117.596653 = -1759830.183063
  nChanged 2
		SP:Iteration 37Q (101849.390000 sec): 3 clusters
  Score: Raw -1762948.267428 + Penalty 3117.596653 = -1759830.670775
  nChanged 3
		SP:Iteration 38Q (101849.630000 sec): 3 clusters
  Score: Raw -1762948.784736 + Penalty 3117.596653 = -1759831.188083
  nChanged 1
		SP:Iteration 39Q (101849.900000 sec): 3 clusters
  Score: Raw -1762949.158189 + Penalty 3117.596653 = -1759831.561536
  nChanged 3
		SP:Iteration 40F (101850.120000 sec): 3 clusters
  Score: Raw -1762949.786232 + Penalty 3117.596653 = -1759832.189578
  nChanged 1
		SP:Iteration 41Q (101850.320000 sec): 3 clusters
  Score: Raw -1762950.071953 + Penalty 3117.596653 = -1759832.475300
  nChanged 1
		SP:Iteration 42Q (101850.540000 sec): 3 clusters
  Score: Raw -1762950.231929 + Penalty 3117.596653 = -1759832.635276
  nChanged 0
		SP:Iteration 43F (101850.780000 sec): 3 clusters
  Score: Raw -1762950.231929 + Penalty 3117.596653 = -1759832.635276
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (7995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101850.900000 sec): 2 clusters
  Score: Raw -938099.874131 + Penalty 1460.317889 = -936639.556241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101851.140000 sec): 3 clusters
  Score: Raw -933687.987548 + Penalty 2920.635778 = -930767.351770
  nChanged 3403
		SP:Iteration 1F (101851.390000 sec): 3 clusters
  Score: Raw -935842.864232 + Penalty 2920.635778 = -932922.228453
  nChanged 594
		SP:Iteration 2F (101851.580000 sec): 3 clusters
  Score: Raw -936271.299471 + Penalty 2920.635778 = -933350.663693
  nChanged 500
		SP:Iteration 3F (101851.830000 sec): 3 clusters
  Score: Raw -936666.647430 + Penalty 2920.635778 = -933746.011652
  nChanged 473
		SP:Iteration 4F (101852.140000 sec): 3 clusters
  Score: Raw -937015.381811 + Penalty 2920.635778 = -934094.746033
  nChanged 407
		SP:Iteration 5F (101852.360000 sec): 3 clusters
  Score: Raw -937295.201705 + Penalty 2920.635778 = -934374.565927
  nChanged 343
		SP:Iteration 6Q (101852.560000 sec): 3 clusters
  Score: Raw -937532.340228 + Penalty 2920.635778 = -934611.704450
  nChanged 307
		SP:Iteration 7Q (101852.780000 sec): 3 clusters
  Score: Raw -937708.110077 + Penalty 2920.635778 = -934787.474298
  nChanged 242
		SP:Iteration 8Q (101853.010000 sec): 3 clusters
  Score: Raw -937825.988987 + Penalty 2920.635778 = -934905.353208
  nChanged 229
		SP:Iteration 9Q (101853.240000 sec): 3 clusters
  Score: Raw -937939.203202 + Penalty 2920.635778 = -935018.567423
  nChanged 176
		SP:Iteration 10Q (101853.450000 sec): 3 clusters
  Score: Raw -938015.732706 + Penalty 2920.635778 = -935095.096928
  nChanged 145
		SP:Iteration 11Q (101853.720000 sec): 3 clusters
  Score: Raw -938059.426749 + Penalty 2920.635778 = -935138.790970
  nChanged 96
		SP:Iteration 12Q (101853.950000 sec): 3 clusters
  Score: Raw -938087.855603 + Penalty 2920.635778 = -935167.219825
  nChanged 78
		SP:Iteration 13Q (101854.170000 sec): 3 clusters
  Score: Raw -938109.567217 + Penalty 2920.635778 = -935188.931439
  nChanged 75
		SP:Iteration 14Q (101854.410000 sec): 3 clusters
  Score: Raw -938127.506213 + Penalty 2920.635778 = -935206.870435
  nChanged 62
		SP:Iteration 15Q (101854.630000 sec): 3 clusters
  Score: Raw -938144.690540 + Penalty 2920.635778 = -935224.054762
  nChanged 67
		SP:Iteration 16Q (101854.880000 sec): 3 clusters
  Score: Raw -938161.217372 + Penalty 2920.635778 = -935240.581594
  nChanged 56
		SP:Iteration 17Q (101855.100000 sec): 3 clusters
  Score: Raw -938174.481191 + Penalty 2920.635778 = -935253.845413
  nChanged 55
		SP:Iteration 18Q (101855.280000 sec): 3 clusters
  Score: Raw -938187.024089 + Penalty 2920.635778 = -935266.388311
  nChanged 56
		SP:Iteration 19Q (101855.490000 sec): 3 clusters
  Score: Raw -938204.105361 + Penalty 2920.635778 = -935283.469583
  nChanged 49
		SP:Iteration 20F (101855.690000 sec): 3 clusters
  Score: Raw -938215.323398 + Penalty 2920.635778 = -935294.687620
  nChanged 56
		SP:Iteration 21Q (101855.910000 sec): 3 clusters
  Score: Raw -938230.149839 + Penalty 2920.635778 = -935309.514061
  nChanged 60
		SP:Iteration 22Q (101856.130000 sec): 3 clusters
  Score: Raw -938244.025678 + Penalty 2920.635778 = -935323.389900
  nChanged 47
		SP:Iteration 23Q (101856.290000 sec): 3 clusters
  Score: Raw -938254.130283 + Penalty 2920.635778 = -935333.494505
  nChanged 44
		SP:Iteration 24Q (101856.500000 sec): 3 clusters
  Score: Raw -938266.447134 + Penalty 2920.635778 = -935345.811356
  nChanged 42
		SP:Iteration 25Q (101856.690000 sec): 3 clusters
  Score: Raw -938275.498608 + Penalty 2920.635778 = -935354.862829
  nChanged 30
		SP:Iteration 26Q (101856.900000 sec): 3 clusters
  Score: Raw -938280.108366 + Penalty 2920.635778 = -935359.472587
  nChanged 32
		SP:Iteration 27Q (101857.130000 sec): 3 clusters
  Score: Raw -938288.042408 + Penalty 2920.635778 = -935367.406630
  nChanged 43
		SP:Iteration 28Q (101857.360000 sec): 3 clusters
  Score: Raw -938297.843846 + Penalty 2920.635778 = -935377.208068
  nChanged 30
		SP:Iteration 29Q (101857.570000 sec): 3 clusters
  Score: Raw -938304.503374 + Penalty 2920.635778 = -935383.867596
  nChanged 41
		SP:Iteration 30Q (101857.760000 sec): 3 clusters
  Score: Raw -938314.212006 + Penalty 2920.635778 = -935393.576227
  nChanged 28
		SP:Iteration 31Q (101857.970000 sec): 3 clusters
  Score: Raw -938322.273412 + Penalty 2920.635778 = -935401.637634
  nChanged 36
		SP:Iteration 32Q (101858.170000 sec): 3 clusters
  Score: Raw -938334.761295 + Penalty 2920.635778 = -935414.125516
  nChanged 49
		SP:Iteration 33Q (101858.340000 sec): 3 clusters
  Score: Raw -938351.438722 + Penalty 2920.635778 = -935430.802944
  nChanged 45
		SP:Iteration 34Q (101858.540000 sec): 3 clusters
  Score: Raw -938363.635245 + Penalty 2920.635778 = -935442.999467
  nChanged 49
		SP:Iteration 35Q (101858.780000 sec): 3 clusters
  Score: Raw -938377.569196 + Penalty 2920.635778 = -935456.933418
  nChanged 39
		SP:Iteration 36Q (101858.980000 sec): 3 clusters
  Score: Raw -938386.342465 + Penalty 2920.635778 = -935465.706687
  nChanged 36
		SP:Iteration 37Q (101859.210000 sec): 3 clusters
  Score: Raw -938395.086736 + Penalty 2920.635778 = -935474.450958
  nChanged 46
		SP:Iteration 38Q (101859.430000 sec): 3 clusters
  Score: Raw -938408.295582 + Penalty 2920.635778 = -935487.659804
  nChanged 38
		SP:Iteration 39Q (101859.610000 sec): 3 clusters
  Score: Raw -938417.972903 + Penalty 2920.635778 = -935497.337125
  nChanged 38
		SP:Iteration 40F (101859.790000 sec): 3 clusters
  Score: Raw -938428.030424 + Penalty 2920.635778 = -935507.394645
  nChanged 31
		SP:Iteration 41Q (101859.960000 sec): 3 clusters
  Score: Raw -938435.595231 + Penalty 2920.635778 = -935514.959452
  nChanged 24
		SP:Iteration 42Q (101860.170000 sec): 3 clusters
  Score: Raw -938441.395274 + Penalty 2920.635778 = -935520.759496
  nChanged 22
		SP:Iteration 43Q (101860.400000 sec): 3 clusters
  Score: Raw -938446.443751 + Penalty 2920.635778 = -935525.807973
  nChanged 21
		SP:Iteration 44Q (101860.590000 sec): 3 clusters
  Score: Raw -938451.661914 + Penalty 2920.635778 = -935531.026136
  nChanged 27
		SP:Iteration 45Q (101860.790000 sec): 3 clusters
  Score: Raw -938459.021776 + Penalty 2920.635778 = -935538.385997
  nChanged 32
		SP:Iteration 46Q (101861.050000 sec): 3 clusters
  Score: Raw -938467.637518 + Penalty 2920.635778 = -935547.001739
  nChanged 35
		SP:Iteration 47Q (101861.270000 sec): 3 clusters
  Score: Raw -938476.617837 + Penalty 2920.635778 = -935555.982059
  nChanged 28
		SP:Iteration 48Q (101861.520000 sec): 3 clusters
  Score: Raw -938483.804667 + Penalty 2920.635778 = -935563.168889
  nChanged 25
		SP:Iteration 49Q (101861.760000 sec): 3 clusters
  Score: Raw -938490.914456 + Penalty 2920.635778 = -935570.278678
  nChanged 28
		SP:Iteration 50Q (101862.000000 sec): 3 clusters
  Score: Raw -938499.103593 + Penalty 2920.635778 = -935578.467815
  nChanged 20
		SP:Iteration 51Q (101862.280000 sec): 3 clusters
  Score: Raw -938504.272097 + Penalty 2920.635778 = -935583.636319
  nChanged 31
		SP:Iteration 52Q (101862.480000 sec): 3 clusters
  Score: Raw -938513.725763 + Penalty 2920.635778 = -935593.089985
  nChanged 34
		SP:Iteration 53Q (101862.710000 sec): 3 clusters
  Score: Raw -938523.094156 + Penalty 2920.635778 = -935602.458378
  nChanged 42
		SP:Iteration 54Q (101862.990000 sec): 3 clusters
  Score: Raw -938533.158995 + Penalty 2920.635778 = -935612.523217
  nChanged 41
		SP:Iteration 55Q (101863.230000 sec): 3 clusters
  Score: Raw -938545.825513 + Penalty 2920.635778 = -935625.189734
  nChanged 38
		SP:Iteration 56Q (101863.430000 sec): 3 clusters
  Score: Raw -938558.150027 + Penalty 2920.635778 = -935637.514249
  nChanged 35
		SP:Iteration 57Q (101863.610000 sec): 3 clusters
  Score: Raw -938568.244680 + Penalty 2920.635778 = -935647.608902
  nChanged 35
		SP:Iteration 58Q (101863.820000 sec): 3 clusters
  Score: Raw -938576.668543 + Penalty 2920.635778 = -935656.032765
  nChanged 23
		SP:Iteration 59Q (101864.040000 sec): 3 clusters
  Score: Raw -938581.141064 + Penalty 2920.635778 = -935660.505286
  nChanged 28
		SP:Iteration 60F (101864.250000 sec): 3 clusters
  Score: Raw -938587.420577 + Penalty 2920.635778 = -935666.784799
  nChanged 24
		SP:Iteration 61Q (101864.410000 sec): 3 clusters
  Score: Raw -938592.710769 + Penalty 2920.635778 = -935672.074990
  nChanged 25
		SP:Iteration 62Q (101864.620000 sec): 3 clusters
  Score: Raw -938597.619643 + Penalty 2920.635778 = -935676.983865
  nChanged 26
		SP:Iteration 63Q (101864.830000 sec): 3 clusters
  Score: Raw -938603.414884 + Penalty 2920.635778 = -935682.779105
  nChanged 20
		SP:Iteration 64Q (101865.080000 sec): 3 clusters
  Score: Raw -938607.299840 + Penalty 2920.635778 = -935686.664061
  nChanged 16
		SP:Iteration 65Q (101865.340000 sec): 3 clusters
  Score: Raw -938609.908625 + Penalty 2920.635778 = -935689.272847
  nChanged 12
		SP:Iteration 66Q (101865.580000 sec): 3 clusters
  Score: Raw -938611.499236 + Penalty 2920.635778 = -935690.863458
  nChanged 8
		SP:Iteration 67Q (101865.810000 sec): 3 clusters
  Score: Raw -938612.615878 + Penalty 2920.635778 = -935691.980100
  nChanged 5
		SP:Iteration 68Q (101866.040000 sec): 3 clusters
  Score: Raw -938613.078360 + Penalty 2920.635778 = -935692.442581
  nChanged 2
		SP:Iteration 69Q (101866.260000 sec): 3 clusters
  Score: Raw -938613.326075 + Penalty 2920.635778 = -935692.690297
  nChanged 1
		SP:Iteration 70Q (101866.520000 sec): 3 clusters
  Score: Raw -938613.361464 + Penalty 2920.635778 = -935692.725686
  nChanged 0
		SP:Iteration 71F (101866.760000 sec): 3 clusters
  Score: Raw -938613.361464 + Penalty 2920.635778 = -935692.725686
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (7953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101866.900000 sec): 2 clusters
  Score: Raw -923770.672549 + Penalty 1459.461980 = -922311.210569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101867.140000 sec): 3 clusters
  Score: Raw -919360.634464 + Penalty 2918.923961 = -916441.710503
  nChanged 3438
		SP:Iteration 1F (101867.380000 sec): 3 clusters
  Score: Raw -921132.933959 + Penalty 2918.923961 = -918214.009999
  nChanged 520
		SP:Iteration 2F (101867.610000 sec): 3 clusters
  Score: Raw -921385.857160 + Penalty 2918.923961 = -918466.933199
  nChanged 467
		SP:Iteration 3F (101867.820000 sec): 3 clusters
  Score: Raw -921613.898275 + Penalty 2918.923961 = -918694.974314
  nChanged 372
		SP:Iteration 4Q (101868.020000 sec): 3 clusters
  Score: Raw -921787.123142 + Penalty 2918.923961 = -918868.199181
  nChanged 329
		SP:Iteration 5Q (101868.230000 sec): 3 clusters
  Score: Raw -921956.932255 + Penalty 2918.923961 = -919038.008294
  nChanged 349
		SP:Iteration 6Q (101868.440000 sec): 3 clusters
  Score: Raw -922146.514525 + Penalty 2918.923961 = -919227.590564
  nChanged 344
		SP:Iteration 7Q (101868.620000 sec): 3 clusters
  Score: Raw -922355.016272 + Penalty 2918.923961 = -919436.092311
  nChanged 348
		SP:Iteration 8Q (101868.850000 sec): 3 clusters
  Score: Raw -922565.892751 + Penalty 2918.923961 = -919646.968790
  nChanged 311
		SP:Iteration 9Q (101869.070000 sec): 3 clusters
  Score: Raw -922759.610408 + Penalty 2918.923961 = -919840.686447
  nChanged 314
		SP:Iteration 10Q (101869.290000 sec): 3 clusters
  Score: Raw -922973.427469 + Penalty 2918.923961 = -920054.503509
  nChanged 286
		SP:Iteration 11Q (101869.550000 sec): 3 clusters
  Score: Raw -923153.691282 + Penalty 2918.923961 = -920234.767321
  nChanged 232
		SP:Iteration 12Q (101869.790000 sec): 3 clusters
  Score: Raw -923321.349026 + Penalty 2918.923961 = -920402.425065
  nChanged 222
		SP:Iteration 13Q (101870.070000 sec): 3 clusters
  Score: Raw -923488.430597 + Penalty 2918.923961 = -920569.506636
  nChanged 178
		SP:Iteration 14Q (101870.300000 sec): 3 clusters
  Score: Raw -923610.496850 + Penalty 2918.923961 = -920691.572889
  nChanged 160
		SP:Iteration 15Q (101870.520000 sec): 3 clusters
  Score: Raw -923710.736769 + Penalty 2918.923961 = -920791.812808
  nChanged 121
		SP:Iteration 16Q (101870.750000 sec): 3 clusters
  Score: Raw -923794.873727 + Penalty 2918.923961 = -920875.949766
  nChanged 112
		SP:Iteration 17Q (101871.000000 sec): 3 clusters
  Score: Raw -923878.452692 + Penalty 2918.923961 = -920959.528731
  nChanged 89
		SP:Iteration 18Q (101871.220000 sec): 3 clusters
  Score: Raw -923945.143051 + Penalty 2918.923961 = -921026.219091
  nChanged 74
		SP:Iteration 19Q (101871.480000 sec): 3 clusters
  Score: Raw -923992.457778 + Penalty 2918.923961 = -921073.533817
  nChanged 55
		SP:Iteration 20F (101871.720000 sec): 3 clusters
  Score: Raw -924023.249807 + Penalty 2918.923961 = -921104.325846
  nChanged 48
		SP:Iteration 21Q (101871.950000 sec): 3 clusters
  Score: Raw -924052.583897 + Penalty 2918.923961 = -921133.659936
  nChanged 50
		SP:Iteration 22Q (101872.140000 sec): 3 clusters
  Score: Raw -924080.703891 + Penalty 2918.923961 = -921161.779930
  nChanged 41
		SP:Iteration 23Q (101872.360000 sec): 3 clusters
  Score: Raw -924101.117540 + Penalty 2918.923961 = -921182.193579
  nChanged 42
		SP:Iteration 24Q (101872.620000 sec): 3 clusters
  Score: Raw -924117.527008 + Penalty 2918.923961 = -921198.603047
  nChanged 31
		SP:Iteration 25Q (101872.850000 sec): 3 clusters
  Score: Raw -924133.049063 + Penalty 2918.923961 = -921214.125103
  nChanged 27
		SP:Iteration 26Q (101873.080000 sec): 3 clusters
  Score: Raw -924144.566771 + Penalty 2918.923961 = -921225.642810
  nChanged 27
		SP:Iteration 27Q (101873.370000 sec): 3 clusters
  Score: Raw -924155.476154 + Penalty 2918.923961 = -921236.552193
  nChanged 20
		SP:Iteration 28Q (101873.570000 sec): 3 clusters
  Score: Raw -924163.023184 + Penalty 2918.923961 = -921244.099223
  nChanged 14
		SP:Iteration 29Q (101873.870000 sec): 3 clusters
  Score: Raw -924168.523624 + Penalty 2918.923961 = -921249.599663
  nChanged 14
		SP:Iteration 30Q (101874.110000 sec): 3 clusters
  Score: Raw -924174.983587 + Penalty 2918.923961 = -921256.059626
  nChanged 17
		SP:Iteration 31Q (101874.290000 sec): 3 clusters
  Score: Raw -924181.913659 + Penalty 2918.923961 = -921262.989698
  nChanged 9
		SP:Iteration 32Q (101874.560000 sec): 3 clusters
  Score: Raw -924186.240915 + Penalty 2918.923961 = -921267.316954
  nChanged 9
		SP:Iteration 33Q (101874.780000 sec): 3 clusters
  Score: Raw -924190.683425 + Penalty 2918.923961 = -921271.759464
  nChanged 7
		SP:Iteration 34Q (101874.970000 sec): 3 clusters
  Score: Raw -924192.827130 + Penalty 2918.923961 = -921273.903169
  nChanged 8
		SP:Iteration 35Q (101875.190000 sec): 3 clusters
  Score: Raw -924194.702112 + Penalty 2918.923961 = -921275.778151
  nChanged 0
		SP:Iteration 36F (101875.430000 sec): 3 clusters
  Score: Raw -924194.702112 + Penalty 2918.923961 = -921275.778151
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101875.560000 sec): 2 clusters
  Score: Raw -48264.796845 + Penalty 981.541391 = -47283.255455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101875.730000 sec): 3 clusters
  Score: Raw -48297.371762 + Penalty 1963.082781 = -46334.288981
  nChanged 114
		SP:Iteration 1F (101875.940000 sec): 3 clusters
  Score: Raw -48496.173932 + Penalty 1963.082781 = -46533.091150
  nChanged 26
		SP:Iteration 2F (101876.070000 sec): 3 clusters
  Score: Raw -48551.076628 + Penalty 1963.082781 = -46587.993847
  nChanged 19
		SP:Iteration 3Q (101876.250000 sec): 3 clusters
  Score: Raw -48624.099874 + Penalty 1963.082781 = -46661.017093
  nChanged 21
		SP:Iteration 4Q (101876.440000 sec): 3 clusters
  Score: Raw -48746.977976 + Penalty 1963.082781 = -46783.895195
  nChanged 19
		SP:Iteration 5Q (101876.590000 sec): 3 clusters
  Score: Raw -48797.641109 + Penalty 1963.082781 = -46834.558327
  nChanged 8
		SP:Iteration 6Q (101876.700000 sec): 3 clusters
  Score: Raw -48839.455580 + Penalty 1963.082781 = -46876.372799
  nChanged 12
		SP:Iteration 7Q (101876.880000 sec): 3 clusters
  Score: Raw -48876.581341 + Penalty 1963.082781 = -46913.498560
  nChanged 11
		SP:Iteration 8Q (101877.030000 sec): 3 clusters
  Score: Raw -48920.708627 + Penalty 1963.082781 = -46957.625846
  nChanged 12
		SP:Iteration 9Q (101877.210000 sec): 3 clusters
  Score: Raw -48961.080831 + Penalty 1963.082781 = -46997.998050
  nChanged 4
		SP:Iteration 10Q (101877.360000 sec): 3 clusters
  Score: Raw -48973.032783 + Penalty 1963.082781 = -47009.950002
  nChanged 3
		SP:Iteration 11Q (101877.540000 sec): 3 clusters
  Score: Raw -48979.102823 + Penalty 1963.082781 = -47016.020042
  nChanged 3
		SP:Iteration 12Q (101877.690000 sec): 3 clusters
  Score: Raw -48986.637823 + Penalty 1963.082781 = -47023.555041
  nChanged 3
		SP:Iteration 13Q (101877.840000 sec): 3 clusters
  Score: Raw -48998.303775 + Penalty 1963.082781 = -47035.220993
  nChanged 1
		SP:Iteration 14Q (101877.980000 sec): 3 clusters
  Score: Raw -49000.219893 + Penalty 1963.082781 = -47037.137111
  nChanged 1
		SP:Iteration 15Q (101878.070000 sec): 3 clusters
  Score: Raw -49005.744751 + Penalty 1963.082781 = -47042.661970
  nChanged 1
		SP:Iteration 16Q (101878.220000 sec): 3 clusters
  Score: Raw -49008.691081 + Penalty 1963.082781 = -47045.608300
  nChanged 1
		SP:Iteration 17Q (101878.360000 sec): 3 clusters
  Score: Raw -49012.175170 + Penalty 1963.082781 = -47049.092389
  nChanged 2
		SP:Iteration 18Q (101878.510000 sec): 3 clusters
  Score: Raw -49018.734194 + Penalty 1963.082781 = -47055.651413
  nChanged 1
		SP:Iteration 19Q (101878.650000 sec): 3 clusters
  Score: Raw -49021.954416 + Penalty 1963.082781 = -47058.871635
  nChanged 0
		SP:Iteration 20F (101878.740000 sec): 3 clusters
  Score: Raw -49022.659440 + Penalty 1963.082781 = -47059.576658
  nChanged 2
		SP:Iteration 21Q (101878.880000 sec): 3 clusters
  Score: Raw -49034.029475 + Penalty 1963.082781 = -47070.946694
  nChanged 0
		SP:Iteration 22F (101879.070000 sec): 3 clusters
  Score: Raw -49034.029475 + Penalty 1963.082781 = -47070.946694
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101879.180000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101879.350000 sec): 3 clusters
  Score: Raw -61208.342486 + Penalty 2057.159294 = -59151.183192
  nChanged 127
		SP:Iteration 1F (101879.560000 sec): 3 clusters
  Score: Raw -61413.169648 + Penalty 2057.159294 = -59356.010353
  nChanged 48
		SP:Iteration 2F (101879.730000 sec): 3 clusters
  Score: Raw -61479.554939 + Penalty 2057.159294 = -59422.395645
  nChanged 24
		SP:Iteration 3Q (101879.910000 sec): 3 clusters
  Score: Raw -61510.224110 + Penalty 2057.159294 = -59453.064816
  nChanged 10
		SP:Iteration 4Q (101880.070000 sec): 3 clusters
  Score: Raw -61526.379738 + Penalty 2057.159294 = -59469.220443
  nChanged 6
		SP:Iteration 5Q (101880.240000 sec): 3 clusters
  Score: Raw -61533.998412 + Penalty 2057.159294 = -59476.839118
  nChanged 5
		SP:Iteration 6Q (101880.410000 sec): 3 clusters
  Score: Raw -61538.209900 + Penalty 2057.159294 = -59481.050605
  nChanged 2
		SP:Iteration 7Q (101880.610000 sec): 3 clusters
  Score: Raw -61546.144487 + Penalty 2057.159294 = -59488.985193
  nChanged 2
		SP:Iteration 8Q (101880.850000 sec): 3 clusters
  Score: Raw -61548.035131 + Penalty 2057.159294 = -59490.875837
  nChanged 0
		SP:Iteration 9F (101881.020000 sec): 3 clusters
  Score: Raw -61548.035131 + Penalty 2057.159294 = -59490.875837
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101881.120000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101881.330000 sec): 3 clusters
  Score: Raw -19181.775117 + Penalty 1713.724857 = -17468.050260
  nChanged 40
		SP:Iteration 1F (101881.530000 sec): 3 clusters
  Score: Raw -19340.992626 + Penalty 1713.724857 = -17627.267769
  nChanged 8
		SP:Iteration 2Q (101881.740000 sec): 3 clusters
  Score: Raw -19380.754454 + Penalty 1713.724857 = -17667.029598
  nChanged 2
		SP:Iteration 3Q (101881.920000 sec): 3 clusters
  Score: Raw -19396.933119 + Penalty 1713.724857 = -17683.208263
  nChanged 1
		SP:Iteration 4Q (101882.150000 sec): 3 clusters
  Score: Raw -19412.415356 + Penalty 1713.724857 = -17698.690500
  nChanged 0
		SP:Iteration 5F (101882.340000 sec): 3 clusters
  Score: Raw -19412.415356 + Penalty 1713.724857 = -17698.690500
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101882.440000 sec): 2 clusters
  Score: Raw -21066.594233 + Penalty 901.091335 = -20165.502898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101882.640000 sec): 3 clusters
  Score: Raw -21235.369780 + Penalty 1802.182669 = -19433.187111
  nChanged 59
		SP:Iteration 1F (101882.830000 sec): 3 clusters
  Score: Raw -21403.814829 + Penalty 1802.182669 = -19601.632159
  nChanged 11
		SP:Iteration 2Q (101883.000000 sec): 3 clusters
  Score: Raw -21441.296976 + Penalty 1802.182669 = -19639.114307
  nChanged 4
		SP:Iteration 3Q (101883.170000 sec): 3 clusters
  Score: Raw -21449.974647 + Penalty 1802.182669 = -19647.791977
  nChanged 1
		SP:Iteration 4Q (101883.320000 sec): 3 clusters
  Score: Raw -21450.462952 + Penalty 1802.182669 = -19648.280283
  nChanged 0
		SP:Iteration 5F (101883.510000 sec): 3 clusters
  Score: Raw -21450.462952 + Penalty 1802.182669 = -19648.280283
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101883.580000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101883.730000 sec): 3 clusters
  Score: Raw -25507.072479 + Penalty 1775.745337 = -23731.327143
  nChanged 44
		SP:Iteration 1F (101883.880000 sec): 3 clusters
  Score: Raw -25667.582135 + Penalty 1775.745337 = -23891.836798
  nChanged 18
		SP:Iteration 2F (101883.980000 sec): 3 clusters
  Score: Raw -25759.858366 + Penalty 1775.745337 = -23984.113029
  nChanged 11
		SP:Iteration 3Q (101884.170000 sec): 3 clusters
  Score: Raw -25831.757847 + Penalty 1775.745337 = -24056.012510
  nChanged 12
		SP:Iteration 4F (101884.310000 sec): 3 clusters
  Score: Raw -25928.120978 + Penalty 1775.745337 = -24152.375642
  nChanged 5
		SP:Iteration 5Q (101884.450000 sec): 3 clusters
  Score: Raw -25984.796697 + Penalty 1775.745337 = -24209.051360
  nChanged 5
		SP:Iteration 6Q (101884.670000 sec): 3 clusters
  Score: Raw -26059.721260 + Penalty 1775.745337 = -24283.975923
  nChanged 1
		SP:Iteration 7Q (101884.860000 sec): 3 clusters
  Score: Raw -26069.858833 + Penalty 1775.745337 = -24294.113497
  nChanged 0
		SP:Iteration 8F (101885.040000 sec): 3 clusters
  Score: Raw -26069.858833 + Penalty 1775.745337 = -24294.113497
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101885.180000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101885.380000 sec): 3 clusters
  Score: Raw -67831.552907 + Penalty 2077.373062 = -65754.179845
  nChanged 166
		SP:Iteration 1F (101885.550000 sec): 3 clusters
  Score: Raw -68091.587142 + Penalty 2077.373062 = -66014.214080
  nChanged 50
		SP:Iteration 2F (101885.740000 sec): 3 clusters
  Score: Raw -68188.366022 + Penalty 2077.373062 = -66110.992960
  nChanged 32
		SP:Iteration 3F (101885.910000 sec): 3 clusters
  Score: Raw -68244.373300 + Penalty 2077.373062 = -66167.000238
  nChanged 14
		SP:Iteration 4Q (101886.080000 sec): 3 clusters
  Score: Raw -68267.856338 + Penalty 2077.373062 = -66190.483276
  nChanged 16
		SP:Iteration 5Q (101886.250000 sec): 3 clusters
  Score: Raw -68301.708353 + Penalty 2077.373062 = -66224.335291
  nChanged 15
		SP:Iteration 6Q (101886.420000 sec): 3 clusters
  Score: Raw -68328.480350 + Penalty 2077.373062 = -66251.107288
  nChanged 6
		SP:Iteration 7Q (101886.610000 sec): 3 clusters
  Score: Raw -68333.528199 + Penalty 2077.373062 = -66256.155137
  nChanged 2
		SP:Iteration 8Q (101886.770000 sec): 3 clusters
  Score: Raw -68335.018298 + Penalty 2077.373062 = -66257.645236
  nChanged 1
		SP:Iteration 9Q (101886.910000 sec): 3 clusters
  Score: Raw -68335.356702 + Penalty 2077.373062 = -66257.983640
  nChanged 0
		SP:Iteration 10F (101887.080000 sec): 3 clusters
  Score: Raw -68335.356702 + Penalty 2077.373062 = -66257.983640
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101887.200000 sec): 2 clusters
  Score: Raw -185389.383332 + Penalty 1197.662479 = -184191.720852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101887.420000 sec): 3 clusters
  Score: Raw -184746.242114 + Penalty 2395.324959 = -182350.917156
  nChanged 527
		SP:Iteration 1F (101887.670000 sec): 3 clusters
  Score: Raw -185085.353306 + Penalty 2395.324959 = -182690.028348
  nChanged 121
		SP:Iteration 2F (101887.860000 sec): 3 clusters
  Score: Raw -185183.005966 + Penalty 2395.324959 = -182787.681007
  nChanged 71
		SP:Iteration 3Q (101888.050000 sec): 3 clusters
  Score: Raw -185242.518775 + Penalty 2395.324959 = -182847.193817
  nChanged 67
		SP:Iteration 4Q (101888.240000 sec): 3 clusters
  Score: Raw -185302.371953 + Penalty 2395.324959 = -182907.046994
  nChanged 48
		SP:Iteration 5Q (101888.420000 sec): 3 clusters
  Score: Raw -185343.818941 + Penalty 2395.324959 = -182948.493983
  nChanged 38
		SP:Iteration 6Q (101888.600000 sec): 3 clusters
  Score: Raw -185376.576816 + Penalty 2395.324959 = -182981.251858
  nChanged 38
		SP:Iteration 7Q (101888.800000 sec): 3 clusters
  Score: Raw -185410.501393 + Penalty 2395.324959 = -183015.176435
  nChanged 42
		SP:Iteration 8Q (101888.930000 sec): 3 clusters
  Score: Raw -185448.522389 + Penalty 2395.324959 = -183053.197431
  nChanged 36
		SP:Iteration 9Q (101889.130000 sec): 3 clusters
  Score: Raw -185481.522417 + Penalty 2395.324959 = -183086.197459
  nChanged 35
		SP:Iteration 10Q (101889.330000 sec): 3 clusters
  Score: Raw -185509.277189 + Penalty 2395.324959 = -183113.952231
  nChanged 31
		SP:Iteration 11Q (101889.450000 sec): 3 clusters
  Score: Raw -185533.557301 + Penalty 2395.324959 = -183138.232342
  nChanged 27
		SP:Iteration 12Q (101889.640000 sec): 3 clusters
  Score: Raw -185552.881455 + Penalty 2395.324959 = -183157.556496
  nChanged 22
		SP:Iteration 13Q (101889.840000 sec): 3 clusters
  Score: Raw -185564.272630 + Penalty 2395.324959 = -183168.947671
  nChanged 10
		SP:Iteration 14Q (101890.030000 sec): 3 clusters
  Score: Raw -185571.012229 + Penalty 2395.324959 = -183175.687270
  nChanged 12
		SP:Iteration 15Q (101890.260000 sec): 3 clusters
  Score: Raw -185578.545005 + Penalty 2395.324959 = -183183.220046
  nChanged 9
		SP:Iteration 16Q (101890.460000 sec): 3 clusters
  Score: Raw -185582.500228 + Penalty 2395.324959 = -183187.175270
  nChanged 5
		SP:Iteration 17Q (101890.590000 sec): 3 clusters
  Score: Raw -185584.598997 + Penalty 2395.324959 = -183189.274038
  nChanged 7
		SP:Iteration 18Q (101890.800000 sec): 3 clusters
  Score: Raw -185589.198042 + Penalty 2395.324959 = -183193.873083
  nChanged 3
		SP:Iteration 19Q (101890.970000 sec): 3 clusters
  Score: Raw -185590.779848 + Penalty 2395.324959 = -183195.454889
  nChanged 5
		SP:Iteration 20F (101891.170000 sec): 3 clusters
  Score: Raw -185593.191798 + Penalty 2395.324959 = -183197.866840
  nChanged 2
		SP:Iteration 21Q (101891.340000 sec): 3 clusters
  Score: Raw -185594.625452 + Penalty 2395.324959 = -183199.300493
  nChanged 4
		SP:Iteration 22Q (101891.480000 sec): 3 clusters
  Score: Raw -185597.684139 + Penalty 2395.324959 = -183202.359181
  nChanged 1
		SP:Iteration 23Q (101891.690000 sec): 3 clusters
  Score: Raw -185597.876818 + Penalty 2395.324959 = -183202.551859
  nChanged 0
		SP:Iteration 24F (101891.830000 sec): 3 clusters
  Score: Raw -185597.876818 + Penalty 2395.324959 = -183202.551859
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101892.000000 sec): 2 clusters
  Score: Raw -2180487.422386 + Penalty 1589.510384 = -2178897.912002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101892.370000 sec): 3 clusters
  Score: Raw -2169916.373631 + Penalty 3179.020768 = -2166737.352862
  nChanged 7942
		SP:Iteration 1F (101892.650000 sec): 3 clusters
  Score: Raw -2174270.940304 + Penalty 3179.020768 = -2171091.919536
  nChanged 982
		SP:Iteration 2F (101893.010000 sec): 3 clusters
  Score: Raw -2174632.202606 + Penalty 3179.020768 = -2171453.181838
  nChanged 895
		SP:Iteration 3F (101893.350000 sec): 3 clusters
  Score: Raw -2174985.546797 + Penalty 3179.020768 = -2171806.526029
  nChanged 801
		SP:Iteration 4Q (101893.690000 sec): 3 clusters
  Score: Raw -2175293.014769 + Penalty 3179.020768 = -2172113.994000
  nChanged 741
		SP:Iteration 5Q (101894.030000 sec): 3 clusters
  Score: Raw -2175584.937064 + Penalty 3179.020768 = -2172405.916296
  nChanged 750
		SP:Iteration 6Q (101894.330000 sec): 3 clusters
  Score: Raw -2175923.202806 + Penalty 3179.020768 = -2172744.182037
  nChanged 824
		SP:Iteration 7Q (101894.590000 sec): 3 clusters
  Score: Raw -2176352.263201 + Penalty 3179.020768 = -2173173.242432
  nChanged 951
		SP:Iteration 8F (101894.910000 sec): 3 clusters
  Score: Raw -2176971.971109 + Penalty 3179.020768 = -2173792.950341
  nChanged 1081
		SP:Iteration 9F (101895.230000 sec): 3 clusters
  Score: Raw -2177802.817769 + Penalty 3179.020768 = -2174623.797001
  nChanged 1073
		SP:Iteration 10F (101895.520000 sec): 3 clusters
  Score: Raw -2178665.738190 + Penalty 3179.020768 = -2175486.717422
  nChanged 890
		SP:Iteration 11F (101895.880000 sec): 3 clusters
  Score: Raw -2179418.698658 + Penalty 3179.020768 = -2176239.677889
  nChanged 697
		SP:Iteration 12Q (101896.230000 sec): 3 clusters
  Score: Raw -2180027.610614 + Penalty 3179.020768 = -2176848.589845
  nChanged 454
		SP:Iteration 13Q (101896.540000 sec): 3 clusters
  Score: Raw -2180395.602281 + Penalty 3179.020768 = -2177216.581513
  nChanged 269
		SP:Iteration 14Q (101896.790000 sec): 3 clusters
  Score: Raw -2180598.471035 + Penalty 3179.020768 = -2177419.450266
  nChanged 131
		SP:Iteration 15Q (101897.060000 sec): 3 clusters
  Score: Raw -2180684.573457 + Penalty 3179.020768 = -2177505.552688
  nChanged 83
		SP:Iteration 16Q (101897.370000 sec): 3 clusters
  Score: Raw -2180738.988583 + Penalty 3179.020768 = -2177559.967815
  nChanged 53
		SP:Iteration 17Q (101897.650000 sec): 3 clusters
  Score: Raw -2180766.681048 + Penalty 3179.020768 = -2177587.660280
  nChanged 28
		SP:Iteration 18Q (101897.910000 sec): 3 clusters
  Score: Raw -2180781.908821 + Penalty 3179.020768 = -2177602.888053
  nChanged 19
		SP:Iteration 19Q (101898.190000 sec): 3 clusters
  Score: Raw -2180794.434410 + Penalty 3179.020768 = -2177615.413642
  nChanged 19
		SP:Iteration 20F (101898.480000 sec): 3 clusters
  Score: Raw -2180807.366202 + Penalty 3179.020768 = -2177628.345434
  nChanged 16
		SP:Iteration 21Q (101898.810000 sec): 3 clusters
  Score: Raw -2180818.378004 + Penalty 3179.020768 = -2177639.357235
  nChanged 18
		SP:Iteration 22Q (101899.060000 sec): 3 clusters
  Score: Raw -2180830.381797 + Penalty 3179.020768 = -2177651.361028
  nChanged 16
		SP:Iteration 23Q (101899.300000 sec): 3 clusters
  Score: Raw -2180842.282089 + Penalty 3179.020768 = -2177663.261321
  nChanged 11
		SP:Iteration 24Q (101899.590000 sec): 3 clusters
  Score: Raw -2180848.016825 + Penalty 3179.020768 = -2177668.996057
  nChanged 10
		SP:Iteration 25Q (101899.850000 sec): 3 clusters
  Score: Raw -2180853.473042 + Penalty 3179.020768 = -2177674.452273
  nChanged 6
		SP:Iteration 26Q (101900.110000 sec): 3 clusters
  Score: Raw -2180858.514324 + Penalty 3179.020768 = -2177679.493556
  nChanged 8
		SP:Iteration 27Q (101900.450000 sec): 3 clusters
  Score: Raw -2180864.832027 + Penalty 3179.020768 = -2177685.811258
  nChanged 5
		SP:Iteration 28Q (101900.740000 sec): 3 clusters
  Score: Raw -2180867.610995 + Penalty 3179.020768 = -2177688.590227
  nChanged 3
		SP:Iteration 29Q (101901.030000 sec): 3 clusters
  Score: Raw -2180868.663579 + Penalty 3179.020768 = -2177689.642810
  nChanged 5
		SP:Iteration 30Q (101901.360000 sec): 3 clusters
  Score: Raw -2180871.212453 + Penalty 3179.020768 = -2177692.191684
  nChanged 2
		SP:Iteration 31Q (101901.600000 sec): 3 clusters
  Score: Raw -2180872.500635 + Penalty 3179.020768 = -2177693.479867
  nChanged 2
		SP:Iteration 32Q (101901.860000 sec): 3 clusters
  Score: Raw -2180873.696480 + Penalty 3179.020768 = -2177694.675712
  nChanged 1
		SP:Iteration 33Q (101902.160000 sec): 3 clusters
  Score: Raw -2180874.161790 + Penalty 3179.020768 = -2177695.141022
  nChanged 1
		SP:Iteration 34Q (101902.480000 sec): 3 clusters
  Score: Raw -2180874.520157 + Penalty 3179.020768 = -2177695.499389
  nChanged 0
		SP:Iteration 35F (101902.780000 sec): 3 clusters
  Score: Raw -2180874.520157 + Penalty 3179.020768 = -2177695.499389
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101902.930000 sec): 2 clusters
  Score: Raw -666320.054884 + Penalty 1391.569415 = -664928.485469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101903.170000 sec): 3 clusters
  Score: Raw -663556.287847 + Penalty 2783.138831 = -660773.149016
  nChanged 2085
		SP:Iteration 1F (101903.370000 sec): 3 clusters
  Score: Raw -664685.253911 + Penalty 2783.138831 = -661902.115080
  nChanged 357
		SP:Iteration 2F (101903.600000 sec): 3 clusters
  Score: Raw -664859.026886 + Penalty 2783.138831 = -662075.888055
  nChanged 268
		SP:Iteration 3F (101903.820000 sec): 3 clusters
  Score: Raw -664968.339038 + Penalty 2783.138831 = -662185.200208
  nChanged 179
		SP:Iteration 4Q (101904.090000 sec): 3 clusters
  Score: Raw -665035.534530 + Penalty 2783.138831 = -662252.395699
  nChanged 154
		SP:Iteration 5Q (101904.370000 sec): 3 clusters
  Score: Raw -665090.037977 + Penalty 2783.138831 = -662306.899146
  nChanged 120
		SP:Iteration 6Q (101904.550000 sec): 3 clusters
  Score: Raw -665134.982697 + Penalty 2783.138831 = -662351.843866
  nChanged 119
		SP:Iteration 7Q (101904.780000 sec): 3 clusters
  Score: Raw -665178.856603 + Penalty 2783.138831 = -662395.717772
  nChanged 99
		SP:Iteration 8Q (101904.980000 sec): 3 clusters
  Score: Raw -665217.166470 + Penalty 2783.138831 = -662434.027639
  nChanged 94
		SP:Iteration 9Q (101905.200000 sec): 3 clusters
  Score: Raw -665253.179972 + Penalty 2783.138831 = -662470.041141
  nChanged 108
		SP:Iteration 10Q (101905.430000 sec): 3 clusters
  Score: Raw -665301.066984 + Penalty 2783.138831 = -662517.928153
  nChanged 115
		SP:Iteration 11Q (101905.670000 sec): 3 clusters
  Score: Raw -665349.413510 + Penalty 2783.138831 = -662566.274679
  nChanged 117
		SP:Iteration 12Q (101905.890000 sec): 3 clusters
  Score: Raw -665399.751466 + Penalty 2783.138831 = -662616.612635
  nChanged 95
		SP:Iteration 13Q (101906.100000 sec): 3 clusters
  Score: Raw -665441.604945 + Penalty 2783.138831 = -662658.466115
  nChanged 100
		SP:Iteration 14Q (101906.300000 sec): 3 clusters
  Score: Raw -665483.166286 + Penalty 2783.138831 = -662700.027455
  nChanged 103
		SP:Iteration 15Q (101906.510000 sec): 3 clusters
  Score: Raw -665531.819540 + Penalty 2783.138831 = -662748.680709
  nChanged 106
		SP:Iteration 16Q (101906.710000 sec): 3 clusters
  Score: Raw -665587.810684 + Penalty 2783.138831 = -662804.671853
  nChanged 125
		SP:Iteration 17Q (101906.900000 sec): 3 clusters
  Score: Raw -665663.752613 + Penalty 2783.138831 = -662880.613782
  nChanged 127
		SP:Iteration 18Q (101907.090000 sec): 3 clusters
  Score: Raw -665735.307433 + Penalty 2783.138831 = -662952.168602
  nChanged 122
		SP:Iteration 19Q (101907.290000 sec): 3 clusters
  Score: Raw -665804.726891 + Penalty 2783.138831 = -663021.588060
  nChanged 110
		SP:Iteration 20F (101907.480000 sec): 3 clusters
  Score: Raw -665863.416191 + Penalty 2783.138831 = -663080.277360
  nChanged 116
		SP:Iteration 21Q (101907.660000 sec): 3 clusters
  Score: Raw -665927.954600 + Penalty 2783.138831 = -663144.815770
  nChanged 112
		SP:Iteration 22Q (101907.870000 sec): 3 clusters
  Score: Raw -665986.755432 + Penalty 2783.138831 = -663203.616601
  nChanged 98
		SP:Iteration 23Q (101908.190000 sec): 3 clusters
  Score: Raw -666043.627973 + Penalty 2783.138831 = -663260.489143
  nChanged 100
		SP:Iteration 24Q (101908.420000 sec): 3 clusters
  Score: Raw -666105.745544 + Penalty 2783.138831 = -663322.606713
  nChanged 87
		SP:Iteration 25Q (101908.650000 sec): 3 clusters
  Score: Raw -666157.147543 + Penalty 2783.138831 = -663374.008712
  nChanged 68
		SP:Iteration 26Q (101908.840000 sec): 3 clusters
  Score: Raw -666202.832400 + Penalty 2783.138831 = -663419.693570
  nChanged 71
		SP:Iteration 27Q (101909.020000 sec): 3 clusters
  Score: Raw -666250.435155 + Penalty 2783.138831 = -663467.296324
  nChanged 48
		SP:Iteration 28Q (101909.190000 sec): 3 clusters
  Score: Raw -666281.967783 + Penalty 2783.138831 = -663498.828952
  nChanged 45
		SP:Iteration 29Q (101909.360000 sec): 3 clusters
  Score: Raw -666321.307906 + Penalty 2783.138831 = -663538.169076
  nChanged 48
		SP:Iteration 30Q (101909.540000 sec): 3 clusters
  Score: Raw -666353.338877 + Penalty 2783.138831 = -663570.200046
  nChanged 34
		SP:Iteration 31Q (101909.720000 sec): 3 clusters
  Score: Raw -666373.328747 + Penalty 2783.138831 = -663590.189917
  nChanged 26
		SP:Iteration 32Q (101909.910000 sec): 3 clusters
  Score: Raw -666390.555372 + Penalty 2783.138831 = -663607.416542
  nChanged 23
		SP:Iteration 33Q (101910.080000 sec): 3 clusters
  Score: Raw -666408.618992 + Penalty 2783.138831 = -663625.480162
  nChanged 16
		SP:Iteration 34Q (101910.260000 sec): 3 clusters
  Score: Raw -666419.119903 + Penalty 2783.138831 = -663635.981073
  nChanged 12
		SP:Iteration 35Q (101910.460000 sec): 3 clusters
  Score: Raw -666427.010881 + Penalty 2783.138831 = -663643.872050
  nChanged 7
		SP:Iteration 36Q (101910.640000 sec): 3 clusters
  Score: Raw -666432.900802 + Penalty 2783.138831 = -663649.761971
  nChanged 9
		SP:Iteration 37Q (101910.810000 sec): 3 clusters
  Score: Raw -666440.448855 + Penalty 2783.138831 = -663657.310025
  nChanged 11
		SP:Iteration 38Q (101911.010000 sec): 3 clusters
  Score: Raw -666449.335486 + Penalty 2783.138831 = -663666.196656
  nChanged 8
		SP:Iteration 39Q (101911.230000 sec): 3 clusters
  Score: Raw -666456.291299 + Penalty 2783.138831 = -663673.152468
  nChanged 8
		SP:Iteration 40F (101911.460000 sec): 3 clusters
  Score: Raw -666464.523100 + Penalty 2783.138831 = -663681.384269
  nChanged 10
		SP:Iteration 41Q (101911.700000 sec): 3 clusters
  Score: Raw -666474.660651 + Penalty 2783.138831 = -663691.521820
  nChanged 5
		SP:Iteration 42Q (101911.900000 sec): 3 clusters
  Score: Raw -666478.173435 + Penalty 2783.138831 = -663695.034604
  nChanged 2
		SP:Iteration 43Q (101912.200000 sec): 3 clusters
  Score: Raw -666480.260755 + Penalty 2783.138831 = -663697.121924
  nChanged 4
		SP:Iteration 44Q (101912.400000 sec): 3 clusters
  Score: Raw -666482.773727 + Penalty 2783.138831 = -663699.634897
  nChanged 2
		SP:Iteration 45Q (101912.590000 sec): 3 clusters
  Score: Raw -666483.725768 + Penalty 2783.138831 = -663700.586938
  nChanged 1
		SP:Iteration 46Q (101912.790000 sec): 3 clusters
  Score: Raw -666483.987216 + Penalty 2783.138831 = -663700.848386
  nChanged 0
		SP:Iteration 47F (101912.980000 sec): 3 clusters
  Score: Raw -666483.987216 + Penalty 2783.138831 = -663700.848386
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101913.090000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101913.290000 sec): 3 clusters
  Score: Raw -44619.699958 + Penalty 1956.042795 = -42663.657163
  nChanged 81
		SP:Iteration 1F (101913.440000 sec): 3 clusters
  Score: Raw -44756.947001 + Penalty 1956.042795 = -42800.904206
  nChanged 20
		SP:Iteration 2Q (101913.600000 sec): 3 clusters
  Score: Raw -44800.884422 + Penalty 1956.042795 = -42844.841627
  nChanged 11
		SP:Iteration 3Q (101913.780000 sec): 3 clusters
  Score: Raw -44813.297703 + Penalty 1956.042795 = -42857.254908
  nChanged 2
		SP:Iteration 4Q (101913.920000 sec): 3 clusters
  Score: Raw -44816.846545 + Penalty 1956.042795 = -42860.803750
  nChanged 2
		SP:Iteration 5Q (101914.070000 sec): 3 clusters
  Score: Raw -44818.942715 + Penalty 1956.042795 = -42862.899920
  nChanged 2
		SP:Iteration 6Q (101914.170000 sec): 3 clusters
  Score: Raw -44821.424589 + Penalty 1956.042795 = -42865.381795
  nChanged 2
		SP:Iteration 7Q (101914.310000 sec): 3 clusters
  Score: Raw -44824.372484 + Penalty 1956.042795 = -42868.329689
  nChanged 3
		SP:Iteration 8Q (101914.450000 sec): 3 clusters
  Score: Raw -44829.292946 + Penalty 1956.042795 = -42873.250151
  nChanged 4
		SP:Iteration 9Q (101914.590000 sec): 3 clusters
  Score: Raw -44835.236653 + Penalty 1956.042795 = -42879.193858
  nChanged 3
		SP:Iteration 10Q (101914.730000 sec): 3 clusters
  Score: Raw -44839.484308 + Penalty 1956.042795 = -42883.441513
  nChanged 2
		SP:Iteration 11Q (101914.830000 sec): 3 clusters
  Score: Raw -44845.149263 + Penalty 1956.042795 = -42889.106469
  nChanged 3
		SP:Iteration 12Q (101914.970000 sec): 3 clusters
  Score: Raw -44851.807520 + Penalty 1956.042795 = -42895.764725
  nChanged 1
		SP:Iteration 13Q (101915.110000 sec): 3 clusters
  Score: Raw -44853.570076 + Penalty 1956.042795 = -42897.527282
  nChanged 2
		SP:Iteration 14Q (101915.280000 sec): 3 clusters
  Score: Raw -44856.205789 + Penalty 1956.042795 = -42900.162994
  nChanged 0
		SP:Iteration 15F (101915.420000 sec): 3 clusters
  Score: Raw -44856.205789 + Penalty 1956.042795 = -42900.162994
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101915.530000 sec): 2 clusters
  Score: Raw -298615.301945 + Penalty 1291.267842 = -297324.034103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101915.690000 sec): 3 clusters
  Score: Raw -297310.375275 + Penalty 2582.535684 = -294727.839591
  nChanged 1040
		SP:Iteration 1F (101915.850000 sec): 3 clusters
  Score: Raw -297922.363123 + Penalty 2582.535684 = -295339.827439
  nChanged 224
		SP:Iteration 2F (101915.990000 sec): 3 clusters
  Score: Raw -298080.504810 + Penalty 2582.535684 = -295497.969126
  nChanged 177
		SP:Iteration 3F (101916.130000 sec): 3 clusters
  Score: Raw -298204.310676 + Penalty 2582.535684 = -295621.774992
  nChanged 143
		SP:Iteration 4F (101916.260000 sec): 3 clusters
  Score: Raw -298305.717231 + Penalty 2582.535684 = -295723.181547
  nChanged 109
		SP:Iteration 5Q (101916.410000 sec): 3 clusters
  Score: Raw -298378.179295 + Penalty 2582.535684 = -295795.643611
  nChanged 102
		SP:Iteration 6Q (101916.550000 sec): 3 clusters
  Score: Raw -298434.480683 + Penalty 2582.535684 = -295851.944998
  nChanged 74
		SP:Iteration 7Q (101916.690000 sec): 3 clusters
  Score: Raw -298486.954286 + Penalty 2582.535684 = -295904.418602
  nChanged 88
		SP:Iteration 8Q (101916.830000 sec): 3 clusters
  Score: Raw -298535.979386 + Penalty 2582.535684 = -295953.443702
  nChanged 56
		SP:Iteration 9Q (101916.980000 sec): 3 clusters
  Score: Raw -298563.298932 + Penalty 2582.535684 = -295980.763248
  nChanged 45
		SP:Iteration 10Q (101917.120000 sec): 3 clusters
  Score: Raw -298591.513577 + Penalty 2582.535684 = -296008.977893
  nChanged 42
		SP:Iteration 11Q (101917.270000 sec): 3 clusters
  Score: Raw -298623.657281 + Penalty 2582.535684 = -296041.121597
  nChanged 53
		SP:Iteration 12Q (101917.410000 sec): 3 clusters
  Score: Raw -298657.437236 + Penalty 2582.535684 = -296074.901552
  nChanged 50
		SP:Iteration 13Q (101917.510000 sec): 3 clusters
  Score: Raw -298681.219669 + Penalty 2582.535684 = -296098.683985
  nChanged 44
		SP:Iteration 14Q (101917.690000 sec): 3 clusters
  Score: Raw -298702.021269 + Penalty 2582.535684 = -296119.485585
  nChanged 46
		SP:Iteration 15Q (101917.890000 sec): 3 clusters
  Score: Raw -298721.089796 + Penalty 2582.535684 = -296138.554112
  nChanged 27
		SP:Iteration 16Q (101918.060000 sec): 3 clusters
  Score: Raw -298731.956375 + Penalty 2582.535684 = -296149.420691
  nChanged 16
		SP:Iteration 17Q (101918.210000 sec): 3 clusters
  Score: Raw -298739.576676 + Penalty 2582.535684 = -296157.040992
  nChanged 20
		SP:Iteration 18Q (101918.390000 sec): 3 clusters
  Score: Raw -298750.769287 + Penalty 2582.535684 = -296168.233602
  nChanged 27
		SP:Iteration 19Q (101918.590000 sec): 3 clusters
  Score: Raw -298767.119538 + Penalty 2582.535684 = -296184.583854
  nChanged 32
		SP:Iteration 20F (101918.750000 sec): 3 clusters
  Score: Raw -298784.435057 + Penalty 2582.535684 = -296201.899373
  nChanged 24
		SP:Iteration 21Q (101918.920000 sec): 3 clusters
  Score: Raw -298793.775142 + Penalty 2582.535684 = -296211.239458
  nChanged 15
		SP:Iteration 22Q (101919.080000 sec): 3 clusters
  Score: Raw -298800.104088 + Penalty 2582.535684 = -296217.568403
  nChanged 16
		SP:Iteration 23Q (101919.260000 sec): 3 clusters
  Score: Raw -298805.886251 + Penalty 2582.535684 = -296223.350567
  nChanged 9
		SP:Iteration 24Q (101919.430000 sec): 3 clusters
  Score: Raw -298808.098145 + Penalty 2582.535684 = -296225.562461
  nChanged 5
		SP:Iteration 25Q (101919.600000 sec): 3 clusters
  Score: Raw -298809.538775 + Penalty 2582.535684 = -296227.003091
  nChanged 4
		SP:Iteration 26Q (101919.780000 sec): 3 clusters
  Score: Raw -298810.557895 + Penalty 2582.535684 = -296228.022211
  nChanged 4
		SP:Iteration 27Q (101919.940000 sec): 3 clusters
  Score: Raw -298811.674968 + Penalty 2582.535684 = -296229.139284
  nChanged 5
		SP:Iteration 28Q (101920.110000 sec): 3 clusters
  Score: Raw -298813.567935 + Penalty 2582.535684 = -296231.032251
  nChanged 3
		SP:Iteration 29Q (101920.230000 sec): 3 clusters
  Score: Raw -298814.120310 + Penalty 2582.535684 = -296231.584626
  nChanged 1
		SP:Iteration 30Q (101920.390000 sec): 3 clusters
  Score: Raw -298814.293940 + Penalty 2582.535684 = -296231.758255
  nChanged 1
		SP:Iteration 31Q (101920.550000 sec): 3 clusters
  Score: Raw -298814.551507 + Penalty 2582.535684 = -296232.015823
  nChanged 0
		SP:Iteration 32F (101920.700000 sec): 3 clusters
  Score: Raw -298814.551507 + Penalty 2582.535684 = -296232.015823
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101920.830000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101921.010000 sec): 3 clusters
  Score: Raw -14326.972002 + Penalty 1643.279887 = -12683.692116
  nChanged 23
		SP:Iteration 1F (101921.180000 sec): 3 clusters
  Score: Raw -14417.591427 + Penalty 1643.279887 = -12774.311541
  nChanged 7
		SP:Iteration 2Q (101921.310000 sec): 3 clusters
  Score: Raw -14451.895668 + Penalty 1643.279887 = -12808.615782
  nChanged 3
		SP:Iteration 3Q (101921.470000 sec): 3 clusters
  Score: Raw -14465.298954 + Penalty 1643.279887 = -12822.019067
  nChanged 1
		SP:Iteration 4Q (101921.670000 sec): 3 clusters
  Score: Raw -14477.330731 + Penalty 1643.279887 = -12834.050844
  nChanged 2
		SP:Iteration 5Q (101921.810000 sec): 3 clusters
  Score: Raw -14489.340627 + Penalty 1643.279887 = -12846.060741
  nChanged 1
		SP:Iteration 6Q (101921.950000 sec): 3 clusters
  Score: Raw -14494.205370 + Penalty 1643.279887 = -12850.925483
  nChanged 1
		SP:Iteration 7Q (101922.110000 sec): 3 clusters
  Score: Raw -14496.216572 + Penalty 1643.279887 = -12852.936685
  nChanged 0
		SP:Iteration 8F (101922.270000 sec): 3 clusters
  Score: Raw -14496.216572 + Penalty 1643.279887 = -12852.936685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101922.790000 sec): 2 clusters
  Score: Raw -9278186.111451 + Penalty 1827.179722 = -9276358.931729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101923.330000 sec): 3 clusters
  Score: Raw -9228923.509393 + Penalty 3654.359443 = -9225269.149950
  nChanged 36387
		SP:Iteration 1F (101923.920000 sec): 3 clusters
  Score: Raw -9250088.416123 + Penalty 3654.359443 = -9246434.056680
  nChanged 3230
		SP:Iteration 2Q (101924.540000 sec): 3 clusters
  Score: Raw -9251203.300849 + Penalty 3654.359443 = -9247548.941406
  nChanged 3650
		SP:Iteration 3Q (101925.240000 sec): 3 clusters
  Score: Raw -9252793.461746 + Penalty 3654.359443 = -9249139.102303
  nChanged 4293
		SP:Iteration 4F (101925.840000 sec): 3 clusters
  Score: Raw -9254927.087463 + Penalty 3654.359443 = -9251272.728020
  nChanged 4631
		SP:Iteration 5F (101926.460000 sec): 3 clusters
  Score: Raw -9257396.640348 + Penalty 3654.359443 = -9253742.280905
  nChanged 4701
		SP:Iteration 6F (101927.070000 sec): 3 clusters
  Score: Raw -9259941.181988 + Penalty 3654.359443 = -9256286.822545
  nChanged 4398
		SP:Iteration 7F (101927.630000 sec): 3 clusters
  Score: Raw -9262222.312167 + Penalty 3654.359443 = -9258567.952723
  nChanged 3875
		SP:Iteration 8F (101928.330000 sec): 3 clusters
  Score: Raw -9264082.050576 + Penalty 3654.359443 = -9260427.691133
  nChanged 3280
		SP:Iteration 9Q (101928.900000 sec): 3 clusters
  Score: Raw -9265498.536198 + Penalty 3654.359443 = -9261844.176755
  nChanged 2831
		SP:Iteration 10Q (101929.490000 sec): 3 clusters
  Score: Raw -9266646.759462 + Penalty 3654.359443 = -9262992.400019
  nChanged 2541
		SP:Iteration 11Q (101930.060000 sec): 3 clusters
  Score: Raw -9267662.025910 + Penalty 3654.359443 = -9264007.666467
  nChanged 2501
		SP:Iteration 12Q (101930.610000 sec): 3 clusters
  Score: Raw -9268631.019979 + Penalty 3654.359443 = -9264976.660536
  nChanged 2578
		SP:Iteration 13Q (101931.180000 sec): 3 clusters
  Score: Raw -9269591.557076 + Penalty 3654.359443 = -9265937.197633
  nChanged 2676
		SP:Iteration 14Q (101931.760000 sec): 3 clusters
  Score: Raw -9270604.461861 + Penalty 3654.359443 = -9266950.102418
  nChanged 2716
		SP:Iteration 15Q (101932.330000 sec): 3 clusters
  Score: Raw -9271643.430040 + Penalty 3654.359443 = -9267989.070597
  nChanged 2745
		SP:Iteration 16Q (101932.830000 sec): 3 clusters
  Score: Raw -9272722.188808 + Penalty 3654.359443 = -9269067.829364
  nChanged 2695
		SP:Iteration 17Q (101933.400000 sec): 3 clusters
  Score: Raw -9273805.800263 + Penalty 3654.359443 = -9270151.440819
  nChanged 2515
		SP:Iteration 18Q (101933.880000 sec): 3 clusters
  Score: Raw -9274824.553303 + Penalty 3654.359443 = -9271170.193860
  nChanged 2299
		SP:Iteration 19Q (101934.440000 sec): 3 clusters
  Score: Raw -9275727.279440 + Penalty 3654.359443 = -9272072.919996
  nChanged 2012
		SP:Iteration 20F (101935.020000 sec): 3 clusters
  Score: Raw -9276503.167704 + Penalty 3654.359443 = -9272848.808261
  nChanged 1760
		SP:Iteration 21Q (101935.570000 sec): 3 clusters
  Score: Raw -9277141.472290 + Penalty 3654.359443 = -9273487.112847
  nChanged 1419
		SP:Iteration 22Q (101936.180000 sec): 3 clusters
  Score: Raw -9277607.264627 + Penalty 3654.359443 = -9273952.905184
  nChanged 1113
		SP:Iteration 23Q (101936.710000 sec): 3 clusters
  Score: Raw -9277941.234907 + Penalty 3654.359443 = -9274286.875463
  nChanged 874
		SP:Iteration 24Q (101937.310000 sec): 3 clusters
  Score: Raw -9278181.275155 + Penalty 3654.359443 = -9274526.915711
  nChanged 684
		SP:Iteration 25Q (101937.920000 sec): 3 clusters
  Score: Raw -9278353.122701 + Penalty 3654.359443 = -9274698.763258
  nChanged 544
		SP:Iteration 26Q (101938.410000 sec): 3 clusters
  Score: Raw -9278482.835930 + Penalty 3654.359443 = -9274828.476487
  nChanged 446
		SP:Iteration 27Q (101938.930000 sec): 3 clusters
  Score: Raw -9278583.116914 + Penalty 3654.359443 = -9274928.757471
  nChanged 381
		SP:Iteration 28Q (101939.480000 sec): 3 clusters
  Score: Raw -9278665.387400 + Penalty 3654.359443 = -9275011.027957
  nChanged 332
		SP:Iteration 29Q (101939.980000 sec): 3 clusters
  Score: Raw -9278729.971050 + Penalty 3654.359443 = -9275075.611607
  nChanged 247
		SP:Iteration 30Q (101940.520000 sec): 3 clusters
  Score: Raw -9278773.275739 + Penalty 3654.359443 = -9275118.916296
  nChanged 204
		SP:Iteration 31Q (101941.080000 sec): 3 clusters
  Score: Raw -9278809.477270 + Penalty 3654.359443 = -9275155.117826
  nChanged 183
		SP:Iteration 32Q (101941.620000 sec): 3 clusters
  Score: Raw -9278840.391343 + Penalty 3654.359443 = -9275186.031900
  nChanged 172
		SP:Iteration 33Q (101942.110000 sec): 3 clusters
  Score: Raw -9278868.005129 + Penalty 3654.359443 = -9275213.645686
  nChanged 146
		SP:Iteration 34Q (101942.640000 sec): 3 clusters
  Score: Raw -9278894.022308 + Penalty 3654.359443 = -9275239.662865
  nChanged 127
		SP:Iteration 35Q (101943.140000 sec): 3 clusters
  Score: Raw -9278917.276382 + Penalty 3654.359443 = -9275262.916939
  nChanged 130
		SP:Iteration 36Q (101943.670000 sec): 3 clusters
  Score: Raw -9278941.199967 + Penalty 3654.359443 = -9275286.840524
  nChanged 125
		SP:Iteration 37Q (101944.130000 sec): 3 clusters
  Score: Raw -9278964.268725 + Penalty 3654.359443 = -9275309.909282
  nChanged 99
		SP:Iteration 38Q (101944.690000 sec): 3 clusters
  Score: Raw -9278982.465956 + Penalty 3654.359443 = -9275328.106512
  nChanged 97
		SP:Iteration 39Q (101945.250000 sec): 3 clusters
  Score: Raw -9278999.877213 + Penalty 3654.359443 = -9275345.517770
  nChanged 91
		SP:Iteration 40F (101945.800000 sec): 3 clusters
  Score: Raw -9279015.352744 + Penalty 3654.359443 = -9275360.993300
  nChanged 89
		SP:Iteration 41Q (101946.350000 sec): 3 clusters
  Score: Raw -9279031.330669 + Penalty 3654.359443 = -9275376.971226
  nChanged 76
		SP:Iteration 42Q (101946.860000 sec): 3 clusters
  Score: Raw -9279044.054661 + Penalty 3654.359443 = -9275389.695218
  nChanged 68
		SP:Iteration 43Q (101947.410000 sec): 3 clusters
  Score: Raw -9279054.809809 + Penalty 3654.359443 = -9275400.450366
  nChanged 52
		SP:Iteration 44Q (101947.890000 sec): 3 clusters
  Score: Raw -9279063.504316 + Penalty 3654.359443 = -9275409.144873
  nChanged 49
		SP:Iteration 45Q (101948.410000 sec): 3 clusters
  Score: Raw -9279070.581142 + Penalty 3654.359443 = -9275416.221699
  nChanged 35
		SP:Iteration 46Q (101948.930000 sec): 3 clusters
  Score: Raw -9279075.190232 + Penalty 3654.359443 = -9275420.830789
  nChanged 28
		SP:Iteration 47Q (101949.410000 sec): 3 clusters
  Score: Raw -9279078.786976 + Penalty 3654.359443 = -9275424.427533
  nChanged 26
		SP:Iteration 48Q (101949.960000 sec): 3 clusters
  Score: Raw -9279082.144817 + Penalty 3654.359443 = -9275427.785373
  nChanged 25
		SP:Iteration 49Q (101950.410000 sec): 3 clusters
  Score: Raw -9279085.731691 + Penalty 3654.359443 = -9275431.372248
  nChanged 26
		SP:Iteration 50Q (101950.970000 sec): 3 clusters
  Score: Raw -9279089.179929 + Penalty 3654.359443 = -9275434.820485
  nChanged 27
		SP:Iteration 51Q (101951.470000 sec): 3 clusters
  Score: Raw -9279092.427044 + Penalty 3654.359443 = -9275438.067601
  nChanged 20
		SP:Iteration 52Q (101951.970000 sec): 3 clusters
  Score: Raw -9279094.508204 + Penalty 3654.359443 = -9275440.148761
  nChanged 17
		SP:Iteration 53Q (101952.470000 sec): 3 clusters
  Score: Raw -9279096.088866 + Penalty 3654.359443 = -9275441.729422
  nChanged 13
		SP:Iteration 54Q (101952.920000 sec): 3 clusters
  Score: Raw -9279097.656442 + Penalty 3654.359443 = -9275443.296999
  nChanged 10
		SP:Iteration 55Q (101953.400000 sec): 3 clusters
  Score: Raw -9279098.862634 + Penalty 3654.359443 = -9275444.503190
  nChanged 15
		SP:Iteration 56Q (101953.890000 sec): 3 clusters
  Score: Raw -9279100.694657 + Penalty 3654.359443 = -9275446.335213
  nChanged 18
		SP:Iteration 57Q (101954.320000 sec): 3 clusters
  Score: Raw -9279103.097847 + Penalty 3654.359443 = -9275448.738404
  nChanged 20
		SP:Iteration 58Q (101954.820000 sec): 3 clusters
  Score: Raw -9279105.462456 + Penalty 3654.359443 = -9275451.103013
  nChanged 13
		SP:Iteration 59Q (101955.280000 sec): 3 clusters
  Score: Raw -9279106.788864 + Penalty 3654.359443 = -9275452.429421
  nChanged 14
		SP:Iteration 60F (101955.800000 sec): 3 clusters
  Score: Raw -9279108.641485 + Penalty 3654.359443 = -9275454.282041
  nChanged 18
		SP:Iteration 61Q (101956.350000 sec): 3 clusters
  Score: Raw -9279110.565223 + Penalty 3654.359443 = -9275456.205779
  nChanged 15
		SP:Iteration 62Q (101956.870000 sec): 3 clusters
  Score: Raw -9279112.224124 + Penalty 3654.359443 = -9275457.864681
  nChanged 11
		SP:Iteration 63Q (101957.380000 sec): 3 clusters
  Score: Raw -9279113.413763 + Penalty 3654.359443 = -9275459.054320
  nChanged 9
		SP:Iteration 64Q (101957.930000 sec): 3 clusters
  Score: Raw -9279114.456874 + Penalty 3654.359443 = -9275460.097431
  nChanged 8
		SP:Iteration 65Q (101958.460000 sec): 3 clusters
  Score: Raw -9279115.346777 + Penalty 3654.359443 = -9275460.987334
  nChanged 7
		SP:Iteration 66Q (101958.980000 sec): 3 clusters
  Score: Raw -9279116.039959 + Penalty 3654.359443 = -9275461.680515
  nChanged 8
		SP:Iteration 67Q (101959.510000 sec): 3 clusters
  Score: Raw -9279116.702148 + Penalty 3654.359443 = -9275462.342705
  nChanged 5
		SP:Iteration 68Q (101960.010000 sec): 3 clusters
  Score: Raw -9279117.177107 + Penalty 3654.359443 = -9275462.817664
  nChanged 5
		SP:Iteration 69Q (101960.520000 sec): 3 clusters
  Score: Raw -9279117.740578 + Penalty 3654.359443 = -9275463.381134
  nChanged 7
		SP:Iteration 70Q (101961.130000 sec): 3 clusters
  Score: Raw -9279118.382294 + Penalty 3654.359443 = -9275464.022850
  nChanged 4
		SP:Iteration 71Q (101961.700000 sec): 3 clusters
  Score: Raw -9279118.930154 + Penalty 3654.359443 = -9275464.570711
  nChanged 7
		SP:Iteration 72Q (101962.230000 sec): 3 clusters
  Score: Raw -9279119.722702 + Penalty 3654.359443 = -9275465.363258
  nChanged 3
		SP:Iteration 73Q (101962.760000 sec): 3 clusters
  Score: Raw -9279120.131932 + Penalty 3654.359443 = -9275465.772488
  nChanged 2
		SP:Iteration 74Q (101963.280000 sec): 3 clusters
  Score: Raw -9279120.308057 + Penalty 3654.359443 = -9275465.948614
  nChanged 1
		SP:Iteration 75Q (101963.780000 sec): 3 clusters
  Score: Raw -9279120.384212 + Penalty 3654.359443 = -9275466.024769
  nChanged 3
		SP:Iteration 76Q (101964.270000 sec): 3 clusters
  Score: Raw -9279120.714717 + Penalty 3654.359443 = -9275466.355274
  nChanged 4
		SP:Iteration 77Q (101964.750000 sec): 3 clusters
  Score: Raw -9279121.082459 + Penalty 3654.359443 = -9275466.723016
  nChanged 1
		SP:Iteration 78Q (101965.290000 sec): 3 clusters
  Score: Raw -9279121.221704 + Penalty 3654.359443 = -9275466.862261
  nChanged 4
		SP:Iteration 79Q (101965.820000 sec): 3 clusters
  Score: Raw -9279121.684553 + Penalty 3654.359443 = -9275467.325110
  nChanged 3
		SP:Iteration 80F (101966.350000 sec): 3 clusters
  Score: Raw -9279122.069485 + Penalty 3654.359443 = -9275467.710042
  nChanged 3
		SP:Iteration 81Q (101966.820000 sec): 3 clusters
  Score: Raw -9279122.293785 + Penalty 3654.359443 = -9275467.934342
  nChanged 1
		SP:Iteration 82Q (101967.400000 sec): 3 clusters
  Score: Raw -9279122.367644 + Penalty 3654.359443 = -9275468.008201
  nChanged 4
		SP:Iteration 83Q (101967.950000 sec): 3 clusters
  Score: Raw -9279122.715093 + Penalty 3654.359443 = -9275468.355650
  nChanged 2
		SP:Iteration 84Q (101968.490000 sec): 3 clusters
  Score: Raw -9279122.950352 + Penalty 3654.359443 = -9275468.590909
  nChanged 0
		SP:Iteration 85F (101969.030000 sec): 3 clusters
  Score: Raw -9279122.950352 + Penalty 3654.359443 = -9275468.590909
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101969.180000 sec): 2 clusters
  Score: Raw -454196.327757 + Penalty 1355.362880 = -452840.964876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101969.410000 sec): 3 clusters
  Score: Raw -452123.048854 + Penalty 2710.725761 = -449412.323094
  nChanged 1640
		SP:Iteration 1F (101969.610000 sec): 3 clusters
  Score: Raw -453109.353665 + Penalty 2710.725761 = -450398.627905
  nChanged 369
		SP:Iteration 2F (101969.820000 sec): 3 clusters
  Score: Raw -453426.352068 + Penalty 2710.725761 = -450715.626308
  nChanged 320
		SP:Iteration 3F (101970.020000 sec): 3 clusters
  Score: Raw -453707.696928 + Penalty 2710.725761 = -450996.971167
  nChanged 263
		SP:Iteration 4F (101970.190000 sec): 3 clusters
  Score: Raw -453930.709265 + Penalty 2710.725761 = -451219.983504
  nChanged 204
		SP:Iteration 5Q (101970.350000 sec): 3 clusters
  Score: Raw -454071.532865 + Penalty 2710.725761 = -451360.807105
  nChanged 165
		SP:Iteration 6Q (101970.560000 sec): 3 clusters
  Score: Raw -454177.440846 + Penalty 2710.725761 = -451466.715085
  nChanged 117
		SP:Iteration 7Q (101970.760000 sec): 3 clusters
  Score: Raw -454245.670595 + Penalty 2710.725761 = -451534.944834
  nChanged 97
		SP:Iteration 8Q (101970.900000 sec): 3 clusters
  Score: Raw -454301.741289 + Penalty 2710.725761 = -451591.015529
  nChanged 68
		SP:Iteration 9Q (101971.090000 sec): 3 clusters
  Score: Raw -454333.561767 + Penalty 2710.725761 = -451622.836007
  nChanged 65
		SP:Iteration 10Q (101971.220000 sec): 3 clusters
  Score: Raw -454360.740083 + Penalty 2710.725761 = -451650.014322
  nChanged 52
		SP:Iteration 11Q (101971.450000 sec): 3 clusters
  Score: Raw -454381.874907 + Penalty 2710.725761 = -451671.149146
  nChanged 50
		SP:Iteration 12Q (101971.590000 sec): 3 clusters
  Score: Raw -454397.345384 + Penalty 2710.725761 = -451686.619624
  nChanged 39
		SP:Iteration 13Q (101971.770000 sec): 3 clusters
  Score: Raw -454410.734398 + Penalty 2710.725761 = -451700.008637
  nChanged 31
		SP:Iteration 14Q (101971.960000 sec): 3 clusters
  Score: Raw -454423.783271 + Penalty 2710.725761 = -451713.057510
  nChanged 30
		SP:Iteration 15Q (101972.150000 sec): 3 clusters
  Score: Raw -454437.082329 + Penalty 2710.725761 = -451726.356568
  nChanged 28
		SP:Iteration 16Q (101972.340000 sec): 3 clusters
  Score: Raw -454451.224278 + Penalty 2710.725761 = -451740.498517
  nChanged 27
		SP:Iteration 17Q (101972.490000 sec): 3 clusters
  Score: Raw -454461.746090 + Penalty 2710.725761 = -451751.020329
  nChanged 24
		SP:Iteration 18Q (101972.630000 sec): 3 clusters
  Score: Raw -454470.792341 + Penalty 2710.725761 = -451760.066580
  nChanged 14
		SP:Iteration 19Q (101972.770000 sec): 3 clusters
  Score: Raw -454475.551020 + Penalty 2710.725761 = -451764.825260
  nChanged 11
		SP:Iteration 20F (101972.920000 sec): 3 clusters
  Score: Raw -454480.480618 + Penalty 2710.725761 = -451769.754857
  nChanged 14
		SP:Iteration 21Q (101973.060000 sec): 3 clusters
  Score: Raw -454487.284827 + Penalty 2710.725761 = -451776.559066
  nChanged 14
		SP:Iteration 22Q (101973.210000 sec): 3 clusters
  Score: Raw -454492.411867 + Penalty 2710.725761 = -451781.686106
  nChanged 12
		SP:Iteration 23Q (101973.400000 sec): 3 clusters
  Score: Raw -454497.227454 + Penalty 2710.725761 = -451786.501693
  nChanged 17
		SP:Iteration 24Q (101973.580000 sec): 3 clusters
  Score: Raw -454504.407572 + Penalty 2710.725761 = -451793.681811
  nChanged 13
		SP:Iteration 25Q (101973.750000 sec): 3 clusters
  Score: Raw -454509.981656 + Penalty 2710.725761 = -451799.255896
  nChanged 20
		SP:Iteration 26Q (101973.890000 sec): 3 clusters
  Score: Raw -454516.769965 + Penalty 2710.725761 = -451806.044204
  nChanged 12
		SP:Iteration 27Q (101974.070000 sec): 3 clusters
  Score: Raw -454522.158817 + Penalty 2710.725761 = -451811.433056
  nChanged 16
		SP:Iteration 28Q (101974.210000 sec): 3 clusters
  Score: Raw -454528.567272 + Penalty 2710.725761 = -451817.841512
  nChanged 17
		SP:Iteration 29Q (101974.370000 sec): 3 clusters
  Score: Raw -454535.150190 + Penalty 2710.725761 = -451824.424429
  nChanged 9
		SP:Iteration 30Q (101974.560000 sec): 3 clusters
  Score: Raw -454537.301350 + Penalty 2710.725761 = -451826.575589
  nChanged 0
		SP:Iteration 31F (101974.710000 sec): 3 clusters
  Score: Raw -454537.301350 + Penalty 2710.725761 = -451826.575589
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101974.860000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101974.980000 sec): 3 clusters
  Score: Raw -54586.287217 + Penalty 1998.252196 = -52588.035021
  nChanged 94
		SP:Iteration 1F (101975.130000 sec): 3 clusters
  Score: Raw -54739.309763 + Penalty 1998.252196 = -52741.057567
  nChanged 25
		SP:Iteration 2F (101975.280000 sec): 3 clusters
  Score: Raw -54785.334966 + Penalty 1998.252196 = -52787.082770
  nChanged 9
		SP:Iteration 3Q (101975.380000 sec): 3 clusters
  Score: Raw -54803.593480 + Penalty 1998.252196 = -52805.341284
  nChanged 4
		SP:Iteration 4Q (101975.520000 sec): 3 clusters
  Score: Raw -54811.901080 + Penalty 1998.252196 = -52813.648884
  nChanged 2
		SP:Iteration 5Q (101975.660000 sec): 3 clusters
  Score: Raw -54813.815228 + Penalty 1998.252196 = -52815.563032
  nChanged 1
		SP:Iteration 6Q (101975.850000 sec): 3 clusters
  Score: Raw -54814.826321 + Penalty 1998.252196 = -52816.574125
  nChanged 1
		SP:Iteration 7Q (101975.940000 sec): 3 clusters
  Score: Raw -54816.622302 + Penalty 1998.252196 = -52818.370106
  nChanged 1
		SP:Iteration 8Q (101976.090000 sec): 3 clusters
  Score: Raw -54818.071184 + Penalty 1998.252196 = -52819.818988
  nChanged 0
		SP:Iteration 9F (101976.230000 sec): 3 clusters
  Score: Raw -54818.071184 + Penalty 1998.252196 = -52819.818988
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101976.320000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101976.430000 sec): 3 clusters
  Score: Raw -65222.136344 + Penalty 2059.468363 = -63162.667981
  nChanged 120
		SP:Iteration 1F (101976.530000 sec): 3 clusters
  Score: Raw -65370.931678 + Penalty 2059.468363 = -63311.463315
  nChanged 32
		SP:Iteration 2F (101976.630000 sec): 3 clusters
  Score: Raw -65425.713669 + Penalty 2059.468363 = -63366.245306
  nChanged 22
		SP:Iteration 3Q (101976.770000 sec): 3 clusters
  Score: Raw -65477.563749 + Penalty 2059.468363 = -63418.095387
  nChanged 17
		SP:Iteration 4Q (101976.890000 sec): 3 clusters
  Score: Raw -65502.530659 + Penalty 2059.468363 = -63443.062297
  nChanged 13
		SP:Iteration 5Q (101976.990000 sec): 3 clusters
  Score: Raw -65518.244891 + Penalty 2059.468363 = -63458.776528
  nChanged 12
		SP:Iteration 6Q (101977.140000 sec): 3 clusters
  Score: Raw -65534.720903 + Penalty 2059.468363 = -63475.252541
  nChanged 6
		SP:Iteration 7Q (101977.290000 sec): 3 clusters
  Score: Raw -65541.834063 + Penalty 2059.468363 = -63482.365701
  nChanged 5
		SP:Iteration 8Q (101977.380000 sec): 3 clusters
  Score: Raw -65551.484152 + Penalty 2059.468363 = -63492.015789
  nChanged 3
		SP:Iteration 9Q (101977.530000 sec): 3 clusters
  Score: Raw -65556.390147 + Penalty 2059.468363 = -63496.921784
  nChanged 1
		SP:Iteration 10Q (101977.670000 sec): 3 clusters
  Score: Raw -65557.494088 + Penalty 2059.468363 = -63498.025725
  nChanged 0
		SP:Iteration 11F (101977.820000 sec): 3 clusters
  Score: Raw -65557.494088 + Penalty 2059.468363 = -63498.025725
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101977.960000 sec): 2 clusters
  Score: Raw -620253.725038 + Penalty 1391.941340 = -618861.783698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101978.150000 sec): 3 clusters
  Score: Raw -617547.976086 + Penalty 2783.882680 = -614764.093406
  nChanged 2145
		SP:Iteration 1F (101978.360000 sec): 3 clusters
  Score: Raw -618679.133038 + Penalty 2783.882680 = -615895.250358
  nChanged 346
		SP:Iteration 2F (101978.540000 sec): 3 clusters
  Score: Raw -618845.352736 + Penalty 2783.882680 = -616061.470056
  nChanged 235
		SP:Iteration 3Q (101978.670000 sec): 3 clusters
  Score: Raw -618966.815284 + Penalty 2783.882680 = -616182.932604
  nChanged 214
		SP:Iteration 4Q (101978.870000 sec): 3 clusters
  Score: Raw -619091.099039 + Penalty 2783.882680 = -616307.216359
  nChanged 221
		SP:Iteration 5Q (101979.060000 sec): 3 clusters
  Score: Raw -619264.987418 + Penalty 2783.882680 = -616481.104738
  nChanged 262
		SP:Iteration 6Q (101979.230000 sec): 3 clusters
  Score: Raw -619441.253662 + Penalty 2783.882680 = -616657.370982
  nChanged 291
		SP:Iteration 7F (101979.410000 sec): 3 clusters
  Score: Raw -619650.756440 + Penalty 2783.882680 = -616866.873760
  nChanged 320
		SP:Iteration 8F (101979.600000 sec): 3 clusters
  Score: Raw -619916.386439 + Penalty 2783.882680 = -617132.503759
  nChanged 320
		SP:Iteration 9F (101979.770000 sec): 3 clusters
  Score: Raw -620189.426825 + Penalty 2783.882680 = -617405.544145
  nChanged 276
		SP:Iteration 10F (101979.960000 sec): 3 clusters
  Score: Raw -620418.907556 + Penalty 2783.882680 = -617635.024876
  nChanged 208
		SP:Iteration 11Q (101980.150000 sec): 3 clusters
  Score: Raw -620615.865704 + Penalty 2783.882680 = -617831.983024
  nChanged 162
		SP:Iteration 12Q (101980.330000 sec): 3 clusters
  Score: Raw -620780.812878 + Penalty 2783.882680 = -617996.930199
  nChanged 120
		SP:Iteration 13Q (101980.470000 sec): 3 clusters
  Score: Raw -620935.064944 + Penalty 2783.882680 = -618151.182264
  nChanged 79
		SP:Iteration 14Q (101980.620000 sec): 3 clusters
  Score: Raw -621055.072384 + Penalty 2783.882680 = -618271.189705
  nChanged 46
		SP:Iteration 15Q (101980.810000 sec): 3 clusters
  Score: Raw -621137.884446 + Penalty 2783.882680 = -618354.001766
  nChanged 34
		SP:Iteration 16Q (101980.950000 sec): 3 clusters
  Score: Raw -621166.595291 + Penalty 2783.882680 = -618382.712612
  nChanged 17
		SP:Iteration 17Q (101981.100000 sec): 3 clusters
  Score: Raw -621178.225272 + Penalty 2783.882680 = -618394.342592
  nChanged 12
		SP:Iteration 18Q (101981.290000 sec): 3 clusters
  Score: Raw -621185.103689 + Penalty 2783.882680 = -618401.221009
  nChanged 10
		SP:Iteration 19Q (101981.470000 sec): 3 clusters
  Score: Raw -621190.103342 + Penalty 2783.882680 = -618406.220662
  nChanged 6
		SP:Iteration 20F (101981.610000 sec): 3 clusters
  Score: Raw -621191.745834 + Penalty 2783.882680 = -618407.863154
  nChanged 0
Iteration 299Q (102125.240000 sec): 66 clusters
  Score: Raw -223659039.462708 + Penalty 152791.978268 = -223506247.484440
  nChanged 392
Iteration 300F (102337.690000 sec): 66 clusters
  Score: Raw -223659050.422051 + Penalty 152791.978268 = -223506258.443783
  nChanged 377
Iteration 301Q (102475.780000 sec): 66 clusters
  Score: Raw -223659062.391222 + Penalty 152791.978268 = -223506270.412954
  nChanged 360
Iteration 302Q (102616.230000 sec): 66 clusters
  Score: Raw -223659075.905373 + Penalty 152791.978268 = -223506283.927105
  nChanged 323
Iteration 303Q (102752.050000 sec): 66 clusters
  Score: Raw -223659086.117141 + Penalty 152791.978268 = -223506294.138873
  nChanged 282
Iteration 304Q (102876.650000 sec): 66 clusters
  Score: Raw -223659094.514040 + Penalty 152791.978268 = -223506302.535773
  nChanged 258
Iteration 305Q (103016.800000 sec): 66 clusters
  Score: Raw -223659102.501876 + Penalty 152791.978268 = -223506310.523608
  nChanged 275
Iteration 306Q (103156.150000 sec): 66 clusters
  Score: Raw -223659109.643738 + Penalty 152791.978268 = -223506317.665471
  nChanged 224
Iteration 307Q (103294.870000 sec): 66 clusters
  Score: Raw -223659116.695781 + Penalty 152791.978268 = -223506324.717513
  nChanged 218
Iteration 308Q (103435.770000 sec): 66 clusters
  Score: Raw -223659122.456076 + Penalty 152791.978268 = -223506330.477808
  nChanged 223
Iteration 309Q (103582.890000 sec): 66 clusters
  Score: Raw -223659128.824532 + Penalty 152791.978268 = -223506336.846264
  nChanged 201
Iteration 310Q (103718.270000 sec): 66 clusters
  Score: Raw -223659134.618279 + Penalty 152791.978268 = -223506342.640011
  nChanged 189
Iteration 311Q (103856.520000 sec): 66 clusters
  Score: Raw -223659139.153937 + Penalty 152791.978268 = -223506347.175669
  nChanged 186
Iteration 312Q (103998.810000 sec): 66 clusters
  Score: Raw -223659144.292242 + Penalty 152791.978268 = -223506352.313974
  nChanged 173
Iteration 313Q (104140.170000 sec): 66 clusters
  Score: Raw -223659149.251546 + Penalty 152791.978268 = -223506357.273278
  nChanged 177
Iteration 314Q (104282.920000 sec): 66 clusters
  Score: Raw -223659153.410184 + Penalty 152791.978268 = -223506361.431917
  nChanged 167
Iteration 315Q (104424.550000 sec): 66 clusters
  Score: Raw -223659157.238067 + Penalty 152791.978268 = -223506365.259800
  nChanged 156
Iteration 316Q (104576.830000 sec): 66 clusters
  Score: Raw -223659161.598636 + Penalty 152791.978268 = -223506369.620368
  nChanged 157
Iteration 317Q (104718.500000 sec): 66 clusters
  Score: Raw -223659165.711587 + Penalty 152791.978268 = -223506373.733320
  nChanged 202
Iteration 318Q (104860.690000 sec): 66 clusters
  Score: Raw -223659170.345982 + Penalty 152791.978268 = -223506378.367714
  nChanged 178
Iteration 319Q (105008.770000 sec): 66 clusters
  Score: Raw -223659176.482930 + Penalty 152791.978268 = -223506384.504662
  nChanged 161
Iteration 320F (105233.270000 sec): 66 clusters
  Score: Raw -223659181.433632 + Penalty 152791.978268 = -223506389.455364
  nChanged 171
Iteration 321Q (105370.170000 sec): 66 clusters
  Score: Raw -223659186.908579 + Penalty 152791.978268 = -223506394.930311
  nChanged 181
Iteration 322Q (105510.330000 sec): 66 clusters
  Score: Raw -223659194.100448 + Penalty 152791.978268 = -223506402.122180
  nChanged 184
Iteration 323Q (105655.170000 sec): 66 clusters
  Score: Raw -223659201.927077 + Penalty 152791.978268 = -223506409.948810
  nChanged 202
Iteration 324Q (105806.320000 sec): 66 clusters
  Score: Raw -223659209.357415 + Penalty 152791.978268 = -223506417.379147
  nChanged 188
Iteration 325Q (105950.410000 sec): 66 clusters
  Score: Raw -223659215.691324 + Penalty 152791.978268 = -223506423.713056
  nChanged 194
Iteration 326Q (106082.730000 sec): 66 clusters
  Score: Raw -223659221.817177 + Penalty 152791.978268 = -223506429.838910
  nChanged 172
Iteration 327Q (106231.190000 sec): 66 clusters
  Score: Raw -223659228.501075 + Penalty 152791.978268 = -223506436.522807
  nChanged 168
Iteration 328Q (106398.600000 sec): 66 clusters
  Score: Raw -223659234.819616 + Penalty 152791.978268 = -223506442.841348
  nChanged 154
Iteration 329Q (106578.050000 sec): 66 clusters
  Score: Raw -223659240.382414 + Penalty 152791.978268 = -223506448.404146
  nChanged 161
Iteration 330Q (106733.680000 sec): 66 clusters
  Score: Raw -223659246.689292 + Penalty 152791.978268 = -223506454.711024
  nChanged 167
Iteration 331Q (106868.400000 sec): 66 clusters
  Score: Raw -223659253.995795 + Penalty 152791.978268 = -223506462.017527
  nChanged 159
Iteration 332Q (106988.440000 sec): 66 clusters
  Score: Raw -223659259.028032 + Penalty 152791.978268 = -223506467.049764
  nChanged 148
Iteration 333Q (107134.550000 sec): 66 clusters
  Score: Raw -223659263.670191 + Penalty 152791.978268 = -223506471.691924
  nChanged 141
Iteration 334Q (107292.160000 sec): 66 clusters
  Score: Raw -223659267.928908 + Penalty 152791.978268 = -223506475.950640
  nChanged 137
Iteration 335Q (107442.590000 sec): 66 clusters
  Score: Raw -223659272.207104 + Penalty 152791.978268 = -223506480.228836
  nChanged 130
Iteration 336Q (107580.330000 sec): 66 clusters
  Score: Raw -223659276.122539 + Penalty 152791.978268 = -223506484.144271
  nChanged 124
Iteration 337Q (107707.770000 sec): 66 clusters
  Score: Raw -223659280.331544 + Penalty 152791.978268 = -223506488.353276
  nChanged 108
Iteration 338Q (107841.700000 sec): 66 clusters
  Score: Raw -223659284.101593 + Penalty 152791.978268 = -223506492.123325
  nChanged 104
Writing temp clu file 
Because OldScore, -223506488.353276, is greater than current (better) Score,-223506492.123325 
 Compute initial score before splitting:   Score: Raw -223659284.101593 + Penalty 152791.978268 = -223506492.123325
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (357660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107843.790000 sec): 2 clusters
  Score: Raw -42821030.958335 + Penalty 2077.942440 = -42818953.015895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107845.440000 sec): 3 clusters
  Score: Raw -42581653.840977 + Penalty 4155.884880 = -42577497.956096
  nChanged 174910
		SP:Iteration 1F (107847.100000 sec): 3 clusters
  Score: Raw -42690837.091586 + Penalty 4155.884880 = -42686681.206705
  nChanged 15285
		SP:Iteration 2Q (107848.880000 sec): 3 clusters
  Score: Raw -42696375.726033 + Penalty 4155.884880 = -42692219.841152
  nChanged 19054
		SP:Iteration 3F (107850.660000 sec): 3 clusters
  Score: Raw -42704897.429901 + Penalty 4155.884880 = -42700741.545021
  nChanged 22470
		SP:Iteration 4F (107852.590000 sec): 3 clusters
  Score: Raw -42716318.872136 + Penalty 4155.884880 = -42712162.987255
  nChanged 23659
		SP:Iteration 5F (107854.480000 sec): 3 clusters
  Score: Raw -42728850.621010 + Penalty 4155.884880 = -42724694.736130
  nChanged 22409
		SP:Iteration 6F (107856.490000 sec): 3 clusters
  Score: Raw -42741036.806721 + Penalty 4155.884880 = -42736880.921840
  nChanged 20454
		SP:Iteration 7F (107858.520000 sec): 3 clusters
  Score: Raw -42752982.281219 + Penalty 4155.884880 = -42748826.396339
  nChanged 19555
		SP:Iteration 8F (107860.360000 sec): 3 clusters
  Score: Raw -42766204.012633 + Penalty 4155.884880 = -42762048.127752
  nChanged 19273
		SP:Iteration 9F (107862.120000 sec): 3 clusters
  Score: Raw -42781322.204385 + Penalty 4155.884880 = -42777166.319505
  nChanged 17296
		SP:Iteration 10Q (107864.010000 sec): 3 clusters
  Score: Raw -42796427.741901 + Penalty 4155.884880 = -42792271.857020
  nChanged 13137
		SP:Iteration 11Q (107865.890000 sec): 3 clusters
  Score: Raw -42808298.701358 + Penalty 4155.884880 = -42804142.816477
  nChanged 7991
		SP:Iteration 12Q (107867.810000 sec): 3 clusters
  Score: Raw -42815290.529198 + Penalty 4155.884880 = -42811134.644317
  nChanged 4090
		SP:Iteration 13Q (107869.560000 sec): 3 clusters
  Score: Raw -42818666.537278 + Penalty 4155.884880 = -42814510.652398
  nChanged 1818
		SP:Iteration 14Q (107871.170000 sec): 3 clusters
  Score: Raw -42820082.629926 + Penalty 4155.884880 = -42815926.745045
  nChanged 763
		SP:Iteration 15Q (107872.850000 sec): 3 clusters
  Score: Raw -42820664.373966 + Penalty 4155.884880 = -42816508.489086
  nChanged 358
		SP:Iteration 16Q (107874.680000 sec): 3 clusters
  Score: Raw -42820947.789765 + Penalty 4155.884880 = -42816791.904885
  nChanged 217
		SP:Iteration 17Q (107876.330000 sec): 3 clusters
  Score: Raw -42821140.417846 + Penalty 4155.884880 = -42816984.532965
  nChanged 131
		SP:Iteration 18Q (107878.020000 sec): 3 clusters
  Score: Raw -42821253.854696 + Penalty 4155.884880 = -42817097.969816
  nChanged 98
		SP:Iteration 19Q (107879.630000 sec): 3 clusters
  Score: Raw -42821340.205037 + Penalty 4155.884880 = -42817184.320156
  nChanged 84
		SP:Iteration 20F (107881.380000 sec): 3 clusters
  Score: Raw -42821417.023074 + Penalty 4155.884880 = -42817261.138194
  nChanged 83
		SP:Iteration 21Q (107883.090000 sec): 3 clusters
  Score: Raw -42821490.833109 + Penalty 4155.884880 = -42817334.948229
  nChanged 77
		SP:Iteration 22Q (107884.760000 sec): 3 clusters
  Score: Raw -42821582.445918 + Penalty 4155.884880 = -42817426.561038
  nChanged 92
		SP:Iteration 23Q (107886.260000 sec): 3 clusters
  Score: Raw -42821704.703324 + Penalty 4155.884880 = -42817548.818444
  nChanged 98
		SP:Iteration 24Q (107887.940000 sec): 3 clusters
  Score: Raw -42821820.315243 + Penalty 4155.884880 = -42817664.430362
  nChanged 77
		SP:Iteration 25Q (107889.630000 sec): 3 clusters
  Score: Raw -42821888.294235 + Penalty 4155.884880 = -42817732.409355
  nChanged 82
		SP:Iteration 26Q (107891.250000 sec): 3 clusters
  Score: Raw -42821936.361317 + Penalty 4155.884880 = -42817780.476437
  nChanged 59
		SP:Iteration 27Q (107892.990000 sec): 3 clusters
  Score: Raw -42821970.163063 + Penalty 4155.884880 = -42817814.278182
  nChanged 54
		SP:Iteration 28Q (107894.750000 sec): 3 clusters
  Score: Raw -42821996.282738 + Penalty 4155.884880 = -42817840.397857
  nChanged 48
		SP:Iteration 29Q (107896.490000 sec): 3 clusters
  Score: Raw -42822015.194368 + Penalty 4155.884880 = -42817859.309487
  nChanged 28
		SP:Iteration 30Q (107898.110000 sec): 3 clusters
  Score: Raw -42822025.025726 + Penalty 4155.884880 = -42817869.140846
  nChanged 21
		SP:Iteration 31Q (107899.740000 sec): 3 clusters
  Score: Raw -42822032.752350 + Penalty 4155.884880 = -42817876.867470
  nChanged 16
		SP:Iteration 32Q (107901.340000 sec): 3 clusters
  Score: Raw -42822038.779267 + Penalty 4155.884880 = -42817882.894386
  nChanged 11
		SP:Iteration 33Q (107903.080000 sec): 3 clusters
  Score: Raw -42822042.584484 + Penalty 4155.884880 = -42817886.699604
  nChanged 11
		SP:Iteration 34Q (107904.690000 sec): 3 clusters
  Score: Raw -42822045.922667 + Penalty 4155.884880 = -42817890.037786
  nChanged 9
		SP:Iteration 35Q (107906.270000 sec): 3 clusters
  Score: Raw -42822049.064736 + Penalty 4155.884880 = -42817893.179856
  nChanged 9
		SP:Iteration 36Q (107907.660000 sec): 3 clusters
  Score: Raw -42822052.129390 + Penalty 4155.884880 = -42817896.244510
  nChanged 11
		SP:Iteration 37Q (107909.220000 sec): 3 clusters
  Score: Raw -42822056.545843 + Penalty 4155.884880 = -42817900.660962
  nChanged 6
		SP:Iteration 38Q (107910.970000 sec): 3 clusters
  Score: Raw -42822058.520344 + Penalty 4155.884880 = -42817902.635464
  nChanged 5
		SP:Iteration 39Q (107912.830000 sec): 3 clusters
  Score: Raw -42822059.389283 + Penalty 4155.884880 = -42817903.504403
  nChanged 3
		SP:Iteration 40F (107914.680000 sec): 3 clusters
  Score: Raw -42822065.310677 + Penalty 4155.884880 = -42817909.425797
  nChanged 12
		SP:Iteration 41Q (107916.250000 sec): 3 clusters
  Score: Raw -42822072.363994 + Penalty 4155.884880 = -42817916.479114
  nChanged 19
		SP:Iteration 42Q (107918.200000 sec): 3 clusters
  Score: Raw -42822080.369728 + Penalty 4155.884880 = -42817924.484847
  nChanged 15
		SP:Iteration 43Q (107920.110000 sec): 3 clusters
  Score: Raw -42822084.453214 + Penalty 4155.884880 = -42817928.568334
  nChanged 9
		SP:Iteration 44Q (107921.910000 sec): 3 clusters
  Score: Raw -42822088.773203 + Penalty 4155.884880 = -42817932.888323
  nChanged 18
		SP:Iteration 45Q (107923.720000 sec): 3 clusters
  Score: Raw -42822095.829121 + Penalty 4155.884880 = -42817939.944240
  nChanged 19
		SP:Iteration 46Q (107925.320000 sec): 3 clusters
  Score: Raw -42822102.668938 + Penalty 4155.884880 = -42817946.784057
  nChanged 15
		SP:Iteration 47Q (107926.820000 sec): 3 clusters
  Score: Raw -42822106.507324 + Penalty 4155.884880 = -42817950.622444
  nChanged 14
		SP:Iteration 48Q (107928.510000 sec): 3 clusters
  Score: Raw -42822110.620012 + Penalty 4155.884880 = -42817954.735131
  nChanged 10
		SP:Iteration 49Q (107930.080000 sec): 3 clusters
  Score: Raw -42822113.897769 + Penalty 4155.884880 = -42817958.012889
  nChanged 8
		SP:Iteration 50Q (107931.630000 sec): 3 clusters
  Score: Raw -42822116.183304 + Penalty 4155.884880 = -42817960.298423
  nChanged 7
		SP:Iteration 51Q (107933.220000 sec): 3 clusters
  Score: Raw -42822118.393873 + Penalty 4155.884880 = -42817962.508992
  nChanged 6
		SP:Iteration 52Q (107934.760000 sec): 3 clusters
  Score: Raw -42822119.829157 + Penalty 4155.884880 = -42817963.944277
  nChanged 9
		SP:Iteration 53Q (107936.320000 sec): 3 clusters
  Score: Raw -42822122.055185 + Penalty 4155.884880 = -42817966.170304
  nChanged 9
		SP:Iteration 54Q (107937.950000 sec): 3 clusters
  Score: Raw -42822123.833081 + Penalty 4155.884880 = -42817967.948201
  nChanged 4
		SP:Iteration 55Q (107939.530000 sec): 3 clusters
  Score: Raw -42822124.822591 + Penalty 4155.884880 = -42817968.937710
  nChanged 2
		SP:Iteration 56Q (107941.140000 sec): 3 clusters
  Score: Raw -42822125.267321 + Penalty 4155.884880 = -42817969.382440
  nChanged 2
		SP:Iteration 57Q (107942.660000 sec): 3 clusters
  Score: Raw -42822125.552637 + Penalty 4155.884880 = -42817969.667757
  nChanged 1
		SP:Iteration 58Q (107944.120000 sec): 3 clusters
  Score: Raw -42822125.845575 + Penalty 4155.884880 = -42817969.960694
  nChanged 0
		SP:Iteration 59F (107945.890000 sec): 3 clusters
  Score: Raw -42822125.845575 + Penalty 4155.884880 = -42817969.960694
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107946.150000 sec): 2 clusters
  Score: Raw -1305049.591865 + Penalty 1510.639455 = -1303538.952410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107946.380000 sec): 3 clusters
  Score: Raw -1298828.315485 + Penalty 3021.278910 = -1295807.036575
  nChanged 4769
		SP:Iteration 1F (107946.650000 sec): 3 clusters
  Score: Raw -1301450.642806 + Penalty 3021.278910 = -1298429.363896
  nChanged 754
		SP:Iteration 2F (107946.940000 sec): 3 clusters
  Score: Raw -1301857.373422 + Penalty 3021.278910 = -1298836.094512
  nChanged 662
		SP:Iteration 3F (107947.140000 sec): 3 clusters
  Score: Raw -1302231.863835 + Penalty 3021.278910 = -1299210.584924
  nChanged 652
		SP:Iteration 4F (107947.350000 sec): 3 clusters
  Score: Raw -1302637.380432 + Penalty 3021.278910 = -1299616.101521
  nChanged 611
		SP:Iteration 5F (107947.660000 sec): 3 clusters
  Score: Raw -1303062.060044 + Penalty 3021.278910 = -1300040.781133
  nChanged 584
		SP:Iteration 6F (107947.920000 sec): 3 clusters
  Score: Raw -1303524.327496 + Penalty 3021.278910 = -1300503.048585
  nChanged 543
		SP:Iteration 7Q (107948.210000 sec): 3 clusters
  Score: Raw -1304009.760980 + Penalty 3021.278910 = -1300988.482070
  nChanged 470
		SP:Iteration 8Q (107948.460000 sec): 3 clusters
  Score: Raw -1304499.357921 + Penalty 3021.278910 = -1301478.079011
  nChanged 349
		SP:Iteration 9Q (107948.680000 sec): 3 clusters
  Score: Raw -1304829.017599 + Penalty 3021.278910 = -1301807.738688
  nChanged 264
		SP:Iteration 10Q (107948.880000 sec): 3 clusters
  Score: Raw -1305082.328643 + Penalty 3021.278910 = -1302061.049732
  nChanged 200
		SP:Iteration 11Q (107949.060000 sec): 3 clusters
  Score: Raw -1305271.487683 + Penalty 3021.278910 = -1302250.208772
  nChanged 168
		SP:Iteration 12Q (107949.340000 sec): 3 clusters
  Score: Raw -1305410.964822 + Penalty 3021.278910 = -1302389.685911
  nChanged 118
		SP:Iteration 13Q (107949.570000 sec): 3 clusters
  Score: Raw -1305492.358685 + Penalty 3021.278910 = -1302471.079775
  nChanged 88
		SP:Iteration 14Q (107949.820000 sec): 3 clusters
  Score: Raw -1305540.792113 + Penalty 3021.278910 = -1302519.513202
  nChanged 60
		SP:Iteration 15Q (107950.070000 sec): 3 clusters
  Score: Raw -1305566.537421 + Penalty 3021.278910 = -1302545.258511
  nChanged 58
		SP:Iteration 16Q (107950.230000 sec): 3 clusters
  Score: Raw -1305590.817003 + Penalty 3021.278910 = -1302569.538092
  nChanged 48
		SP:Iteration 17Q (107950.510000 sec): 3 clusters
  Score: Raw -1305615.163467 + Penalty 3021.278910 = -1302593.884557
  nChanged 32
		SP:Iteration 18Q (107950.700000 sec): 3 clusters
  Score: Raw -1305626.139250 + Penalty 3021.278910 = -1302604.860340
  nChanged 29
		SP:Iteration 19Q (107950.910000 sec): 3 clusters
  Score: Raw -1305635.689882 + Penalty 3021.278910 = -1302614.410971
  nChanged 22
		SP:Iteration 20F (107951.160000 sec): 3 clusters
  Score: Raw -1305641.447511 + Penalty 3021.278910 = -1302620.168601
  nChanged 15
		SP:Iteration 21Q (107951.370000 sec): 3 clusters
  Score: Raw -1305646.075999 + Penalty 3021.278910 = -1302624.797088
  nChanged 12
		SP:Iteration 22Q (107951.610000 sec): 3 clusters
  Score: Raw -1305648.884858 + Penalty 3021.278910 = -1302627.605947
  nChanged 9
		SP:Iteration 23Q (107951.880000 sec): 3 clusters
  Score: Raw -1305651.459641 + Penalty 3021.278910 = -1302630.180731
  nChanged 11
		SP:Iteration 24Q (107952.110000 sec): 3 clusters
  Score: Raw -1305654.199495 + Penalty 3021.278910 = -1302632.920584
  nChanged 8
		SP:Iteration 25Q (107952.320000 sec): 3 clusters
  Score: Raw -1305656.370418 + Penalty 3021.278910 = -1302635.091508
  nChanged 11
		SP:Iteration 26Q (107952.560000 sec): 3 clusters
  Score: Raw -1305658.428238 + Penalty 3021.278910 = -1302637.149328
  nChanged 9
		SP:Iteration 27Q (107952.740000 sec): 3 clusters
  Score: Raw -1305659.844834 + Penalty 3021.278910 = -1302638.565924
  nChanged 5
		SP:Iteration 28Q (107953.000000 sec): 3 clusters
  Score: Raw -1305661.704984 + Penalty 3021.278910 = -1302640.426074
  nChanged 14
		SP:Iteration 29Q (107953.280000 sec): 3 clusters
  Score: Raw -1305665.262878 + Penalty 3021.278910 = -1302643.983967
  nChanged 8
		SP:Iteration 30Q (107953.470000 sec): 3 clusters
  Score: Raw -1305667.050066 + Penalty 3021.278910 = -1302645.771156
  nChanged 8
		SP:Iteration 31Q (107953.700000 sec): 3 clusters
  Score: Raw -1305670.280861 + Penalty 3021.278910 = -1302649.001951
  nChanged 8
		SP:Iteration 32Q (107953.940000 sec): 3 clusters
  Score: Raw -1305671.994694 + Penalty 3021.278910 = -1302650.715784
  nChanged 6
		SP:Iteration 33Q (107954.180000 sec): 3 clusters
  Score: Raw -1305673.165527 + Penalty 3021.278910 = -1302651.886617
  nChanged 3
		SP:Iteration 34Q (107954.430000 sec): 3 clusters
  Score: Raw -1305673.484563 + Penalty 3021.278910 = -1302652.205653
  nChanged 1
		SP:Iteration 35Q (107954.660000 sec): 3 clusters
  Score: Raw -1305673.886370 + Penalty 3021.278910 = -1302652.607460
  nChanged 2
		SP:Iteration 36Q (107954.870000 sec): 3 clusters
  Score: Raw -1305675.152317 + Penalty 3021.278910 = -1302653.873407
  nChanged 7
		SP:Iteration 37Q (107955.120000 sec): 3 clusters
  Score: Raw -1305677.784487 + Penalty 3021.278910 = -1302656.505576
  nChanged 6
		SP:Iteration 38Q (107955.370000 sec): 3 clusters
  Score: Raw -1305679.515666 + Penalty 3021.278910 = -1302658.236755
  nChanged 3
		SP:Iteration 39Q (107955.600000 sec): 3 clusters
  Score: Raw -1305680.295459 + Penalty 3021.278910 = -1302659.016549
  nChanged 2
		SP:Iteration 40F (107955.900000 sec): 3 clusters
  Score: Raw -1305680.812014 + Penalty 3021.278910 = -1302659.533104
  nChanged 2
		SP:Iteration 41Q (107956.160000 sec): 3 clusters
  Score: Raw -1305681.365003 + Penalty 3021.278910 = -1302660.086093
  nChanged 0
		SP:Iteration 42F (107956.370000 sec): 3 clusters
  Score: Raw -1305681.365003 + Penalty 3021.278910 = -1302660.086093
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107956.520000 sec): 2 clusters
  Score: Raw -932335.412879 + Penalty 1440.291585 = -930895.121294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107956.810000 sec): 3 clusters
  Score: Raw -928527.480106 + Penalty 2880.583171 = -925646.896935
  nChanged 2889
		SP:Iteration 1F (107957.010000 sec): 3 clusters
  Score: Raw -929983.753790 + Penalty 2880.583171 = -927103.170619
  nChanged 391
		SP:Iteration 2F (107957.260000 sec): 3 clusters
  Score: Raw -930144.901733 + Penalty 2880.583171 = -927264.318562
  nChanged 311
		SP:Iteration 3Q (107957.510000 sec): 3 clusters
  Score: Raw -930253.826046 + Penalty 2880.583171 = -927373.242875
  nChanged 228
		SP:Iteration 4Q (107957.690000 sec): 3 clusters
  Score: Raw -930324.006870 + Penalty 2880.583171 = -927443.423699
  nChanged 187
		SP:Iteration 5Q (107957.860000 sec): 3 clusters
  Score: Raw -930374.271607 + Penalty 2880.583171 = -927493.688437
  nChanged 137
		SP:Iteration 6Q (107958.050000 sec): 3 clusters
  Score: Raw -930411.323689 + Penalty 2880.583171 = -927530.740519
  nChanged 113
		SP:Iteration 7Q (107958.240000 sec): 3 clusters
  Score: Raw -930438.710819 + Penalty 2880.583171 = -927558.127649
  nChanged 115
		SP:Iteration 8Q (107958.430000 sec): 3 clusters
  Score: Raw -930465.220943 + Penalty 2880.583171 = -927584.637772
  nChanged 101
		SP:Iteration 9Q (107958.680000 sec): 3 clusters
  Score: Raw -930492.712981 + Penalty 2880.583171 = -927612.129810
  nChanged 115
		SP:Iteration 10Q (107958.850000 sec): 3 clusters
  Score: Raw -930519.642200 + Penalty 2880.583171 = -927639.059030
  nChanged 89
		SP:Iteration 11Q (107959.080000 sec): 3 clusters
  Score: Raw -930541.702120 + Penalty 2880.583171 = -927661.118949
  nChanged 87
		SP:Iteration 12Q (107959.330000 sec): 3 clusters
  Score: Raw -930561.140064 + Penalty 2880.583171 = -927680.556893
  nChanged 94
		SP:Iteration 13Q (107959.640000 sec): 3 clusters
  Score: Raw -930588.968377 + Penalty 2880.583171 = -927708.385206
  nChanged 92
		SP:Iteration 14Q (107959.900000 sec): 3 clusters
  Score: Raw -930612.055583 + Penalty 2880.583171 = -927731.472412
  nChanged 90
		SP:Iteration 15Q (107960.110000 sec): 3 clusters
  Score: Raw -930637.863701 + Penalty 2880.583171 = -927757.280530
  nChanged 99
		SP:Iteration 16Q (107960.370000 sec): 3 clusters
  Score: Raw -930667.801435 + Penalty 2880.583171 = -927787.218264
  nChanged 107
		SP:Iteration 17Q (107960.590000 sec): 3 clusters
  Score: Raw -930700.644399 + Penalty 2880.583171 = -927820.061228
  nChanged 127
		SP:Iteration 18Q (107960.810000 sec): 3 clusters
  Score: Raw -930747.071409 + Penalty 2880.583171 = -927866.488238
  nChanged 142
		SP:Iteration 19Q (107960.990000 sec): 3 clusters
  Score: Raw -930803.947774 + Penalty 2880.583171 = -927923.364603
  nChanged 167
		SP:Iteration 20F (107961.170000 sec): 3 clusters
  Score: Raw -930871.790423 + Penalty 2880.583171 = -927991.207252
  nChanged 187
		SP:Iteration 21Q (107961.360000 sec): 3 clusters
  Score: Raw -930967.877448 + Penalty 2880.583171 = -928087.294277
  nChanged 247
		SP:Iteration 22Q (107961.550000 sec): 3 clusters
  Score: Raw -931113.200823 + Penalty 2880.583171 = -928232.617652
  nChanged 287
		SP:Iteration 23Q (107961.800000 sec): 3 clusters
  Score: Raw -931302.975965 + Penalty 2880.583171 = -928422.392794
  nChanged 279
		SP:Iteration 24Q (107962.020000 sec): 3 clusters
  Score: Raw -931492.530252 + Penalty 2880.583171 = -928611.947082
  nChanged 257
		SP:Iteration 25Q (107962.290000 sec): 3 clusters
  Score: Raw -931680.744289 + Penalty 2880.583171 = -928800.161118
  nChanged 269
		SP:Iteration 26Q (107962.460000 sec): 3 clusters
  Score: Raw -931890.189575 + Penalty 2880.583171 = -929009.606404
  nChanged 199
		SP:Iteration 27Q (107962.670000 sec): 3 clusters
  Score: Raw -932061.485632 + Penalty 2880.583171 = -929180.902461
  nChanged 145
		SP:Iteration 28Q (107962.830000 sec): 3 clusters
  Score: Raw -932183.532857 + Penalty 2880.583171 = -929302.949687
  nChanged 117
		SP:Iteration 29Q (107963.060000 sec): 3 clusters
  Score: Raw -932284.376543 + Penalty 2880.583171 = -929403.793372
  nChanged 74
		SP:Iteration 30Q (107963.290000 sec): 3 clusters
  Score: Raw -932354.279103 + Penalty 2880.583171 = -929473.695932
  nChanged 49
		SP:Iteration 31Q (107963.500000 sec): 3 clusters
  Score: Raw -932403.739677 + Penalty 2880.583171 = -929523.156506
  nChanged 37
		SP:Iteration 32Q (107963.710000 sec): 3 clusters
  Score: Raw -932436.280479 + Penalty 2880.583171 = -929555.697308
  nChanged 27
		SP:Iteration 33Q (107963.880000 sec): 3 clusters
  Score: Raw -932465.370351 + Penalty 2880.583171 = -929584.787180
  nChanged 22
		SP:Iteration 34Q (107964.060000 sec): 3 clusters
  Score: Raw -932488.049748 + Penalty 2880.583171 = -929607.466577
  nChanged 9
		SP:Iteration 35Q (107964.220000 sec): 3 clusters
  Score: Raw -932499.556973 + Penalty 2880.583171 = -929618.973802
  nChanged 6
		SP:Iteration 36Q (107964.440000 sec): 3 clusters
  Score: Raw -932505.935654 + Penalty 2880.583171 = -929625.352484
  nChanged 4
		SP:Iteration 37Q (107964.640000 sec): 3 clusters
  Score: Raw -932510.191449 + Penalty 2880.583171 = -929629.608278
  nChanged 1
		SP:Iteration 38Q (107964.850000 sec): 3 clusters
  Score: Raw -932511.995972 + Penalty 2880.583171 = -929631.412801
  nChanged 2
		SP:Iteration 39Q (107965.040000 sec): 3 clusters
  Score: Raw -932514.617257 + Penalty 2880.583171 = -929634.034086
  nChanged 3
		SP:Iteration 40F (107965.260000 sec): 3 clusters
  Score: Raw -932517.501698 + Penalty 2880.583171 = -929636.918527
  nChanged 1
		SP:Iteration 41Q (107965.490000 sec): 3 clusters
  Score: Raw -932518.288439 + Penalty 2880.583171 = -929637.705268
  nChanged 1
		SP:Iteration 42Q (107965.660000 sec): 3 clusters
  Score: Raw -932519.264513 + Penalty 2880.583171 = -929638.681342
  nChanged 1
		SP:Iteration 43Q (107965.920000 sec): 3 clusters
  Score: Raw -932520.132873 + Penalty 2880.583171 = -929639.549702
  nChanged 1
		SP:Iteration 44Q (107966.160000 sec): 3 clusters
  Score: Raw -932521.532989 + Penalty 2880.583171 = -929640.949819
  nChanged 1
		SP:Iteration 45Q (107966.390000 sec): 3 clusters
  Score: Raw -932522.065025 + Penalty 2880.583171 = -929641.481854
  nChanged 0
		SP:Iteration 46F (107966.550000 sec): 3 clusters
  Score: Raw -932522.065025 + Penalty 2880.583171 = -929641.481854
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107966.690000 sec): 2 clusters
  Score: Raw -1071378.421219 + Penalty 1478.108324 = -1069900.312895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107966.930000 sec): 3 clusters
  Score: Raw -1066414.317847 + Penalty 2956.216648 = -1063458.101198
  nChanged 3837
		SP:Iteration 1F (107967.160000 sec): 3 clusters
  Score: Raw -1068636.061151 + Penalty 2956.216648 = -1065679.844503
  nChanged 711
		SP:Iteration 2F (107967.340000 sec): 3 clusters
  Score: Raw -1069127.736409 + Penalty 2956.216648 = -1066171.519761
  nChanged 706
		SP:Iteration 3F (107967.570000 sec): 3 clusters
  Score: Raw -1069689.289048 + Penalty 2956.216648 = -1066733.072399
  nChanged 674
		SP:Iteration 4F (107967.860000 sec): 3 clusters
  Score: Raw -1070241.845706 + Penalty 2956.216648 = -1067285.629058
  nChanged 592
		SP:Iteration 5F (107968.080000 sec): 3 clusters
  Score: Raw -1070708.636550 + Penalty 2956.216648 = -1067752.419902
  nChanged 441
		SP:Iteration 6Q (107968.360000 sec): 3 clusters
  Score: Raw -1070993.360761 + Penalty 2956.216648 = -1068037.144113
  nChanged 302
		SP:Iteration 7Q (107968.560000 sec): 3 clusters
  Score: Raw -1071179.010022 + Penalty 2956.216648 = -1068222.793373
  nChanged 229
		SP:Iteration 8Q (107968.780000 sec): 3 clusters
  Score: Raw -1071294.001600 + Penalty 2956.216648 = -1068337.784952
  nChanged 189
		SP:Iteration 9Q (107969.040000 sec): 3 clusters
  Score: Raw -1071381.932260 + Penalty 2956.216648 = -1068425.715612
  nChanged 147
		SP:Iteration 10Q (107969.230000 sec): 3 clusters
  Score: Raw -1071448.516687 + Penalty 2956.216648 = -1068492.300039
  nChanged 114
		SP:Iteration 11Q (107969.460000 sec): 3 clusters
  Score: Raw -1071503.678341 + Penalty 2956.216648 = -1068547.461692
  nChanged 108
		SP:Iteration 12Q (107969.670000 sec): 3 clusters
  Score: Raw -1071550.219325 + Penalty 2956.216648 = -1068594.002677
  nChanged 101
		SP:Iteration 13Q (107969.900000 sec): 3 clusters
  Score: Raw -1071595.732095 + Penalty 2956.216648 = -1068639.515447
  nChanged 101
		SP:Iteration 14Q (107970.110000 sec): 3 clusters
  Score: Raw -1071645.448266 + Penalty 2956.216648 = -1068689.231618
  nChanged 96
		SP:Iteration 15Q (107970.290000 sec): 3 clusters
  Score: Raw -1071687.814899 + Penalty 2956.216648 = -1068731.598251
  nChanged 78
		SP:Iteration 16Q (107970.530000 sec): 3 clusters
  Score: Raw -1071720.263794 + Penalty 2956.216648 = -1068764.047145
  nChanged 60
		SP:Iteration 17Q (107970.730000 sec): 3 clusters
  Score: Raw -1071745.251627 + Penalty 2956.216648 = -1068789.034979
  nChanged 46
		SP:Iteration 18Q (107970.930000 sec): 3 clusters
  Score: Raw -1071762.487522 + Penalty 2956.216648 = -1068806.270873
  nChanged 49
		SP:Iteration 19Q (107971.130000 sec): 3 clusters
  Score: Raw -1071783.815967 + Penalty 2956.216648 = -1068827.599319
  nChanged 46
		SP:Iteration 20F (107971.390000 sec): 3 clusters
  Score: Raw -1071798.884596 + Penalty 2956.216648 = -1068842.667948
  nChanged 34
		SP:Iteration 21Q (107971.620000 sec): 3 clusters
  Score: Raw -1071810.193630 + Penalty 2956.216648 = -1068853.976981
  nChanged 30
		SP:Iteration 22Q (107971.880000 sec): 3 clusters
  Score: Raw -1071820.378811 + Penalty 2956.216648 = -1068864.162163
  nChanged 31
		SP:Iteration 23Q (107972.040000 sec): 3 clusters
  Score: Raw -1071832.810230 + Penalty 2956.216648 = -1068876.593582
  nChanged 22
		SP:Iteration 24Q (107972.270000 sec): 3 clusters
  Score: Raw -1071838.358266 + Penalty 2956.216648 = -1068882.141617
  nChanged 18
		SP:Iteration 25Q (107972.460000 sec): 3 clusters
  Score: Raw -1071844.592630 + Penalty 2956.216648 = -1068888.375981
  nChanged 20
		SP:Iteration 26Q (107972.650000 sec): 3 clusters
  Score: Raw -1071850.448955 + Penalty 2956.216648 = -1068894.232306
  nChanged 16
		SP:Iteration 27Q (107972.860000 sec): 3 clusters
  Score: Raw -1071855.605595 + Penalty 2956.216648 = -1068899.388947
  nChanged 18
		SP:Iteration 28Q (107972.990000 sec): 3 clusters
  Score: Raw -1071861.340936 + Penalty 2956.216648 = -1068905.124288
  nChanged 16
		SP:Iteration 29Q (107973.190000 sec): 3 clusters
  Score: Raw -1071865.698890 + Penalty 2956.216648 = -1068909.482241
  nChanged 15
		SP:Iteration 30Q (107973.400000 sec): 3 clusters
  Score: Raw -1071868.382867 + Penalty 2956.216648 = -1068912.166219
  nChanged 8
		SP:Iteration 31Q (107973.620000 sec): 3 clusters
  Score: Raw -1071870.569664 + Penalty 2956.216648 = -1068914.353016
  nChanged 12
		SP:Iteration 32Q (107973.810000 sec): 3 clusters
  Score: Raw -1071872.731489 + Penalty 2956.216648 = -1068916.514841
  nChanged 6
		SP:Iteration 33Q (107974.010000 sec): 3 clusters
  Score: Raw -1071873.878511 + Penalty 2956.216648 = -1068917.661863
  nChanged 6
		SP:Iteration 34Q (107974.230000 sec): 3 clusters
  Score: Raw -1071874.929618 + Penalty 2956.216648 = -1068918.712970
  nChanged 3
		SP:Iteration 35Q (107974.450000 sec): 3 clusters
  Score: Raw -1071875.467257 + Penalty 2956.216648 = -1068919.250609
  nChanged 4
		SP:Iteration 36Q (107974.710000 sec): 3 clusters
  Score: Raw -1071876.161142 + Penalty 2956.216648 = -1068919.944494
  nChanged 2
		SP:Iteration 37Q (107974.920000 sec): 3 clusters
  Score: Raw -1071876.324745 + Penalty 2956.216648 = -1068920.108096
  nChanged 1
		SP:Iteration 38Q (107975.170000 sec): 3 clusters
  Score: Raw -1071876.443220 + Penalty 2956.216648 = -1068920.226571
  nChanged 3
		SP:Iteration 39Q (107975.360000 sec): 3 clusters
  Score: Raw -1071876.957770 + Penalty 2956.216648 = -1068920.741121
  nChanged 4
		SP:Iteration 40F (107975.560000 sec): 3 clusters
  Score: Raw -1071878.406798 + Penalty 2956.216648 = -1068922.190150
  nChanged 4
		SP:Iteration 41Q (107975.820000 sec): 3 clusters
  Score: Raw -1071879.471939 + Penalty 2956.216648 = -1068923.255290
  nChanged 2
		SP:Iteration 42Q (107976.010000 sec): 3 clusters
  Score: Raw -1071880.286815 + Penalty 2956.216648 = -1068924.070166
  nChanged 2
		SP:Iteration 43Q (107976.260000 sec): 3 clusters
  Score: Raw -1071880.569411 + Penalty 2956.216648 = -1068924.352762
  nChanged 2
		SP:Iteration 44Q (107976.490000 sec): 3 clusters
  Score: Raw -1071880.702906 + Penalty 2956.216648 = -1068924.486257
  nChanged 1
		SP:Iteration 45Q (107976.720000 sec): 3 clusters
  Score: Raw -1071880.789980 + Penalty 2956.216648 = -1068924.573332
  nChanged 0
		SP:Iteration 46F (107977.000000 sec): 3 clusters
  Score: Raw -1071880.789980 + Penalty 2956.216648 = -1068924.573332
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107977.090000 sec): 2 clusters
  Score: Raw -257954.030736 + Penalty 1260.798588 = -256693.232147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107977.240000 sec): 3 clusters
  Score: Raw -256905.389809 + Penalty 2521.597177 = -254383.792633
  nChanged 831
		SP:Iteration 1F (107977.440000 sec): 3 clusters
  Score: Raw -257463.799709 + Penalty 2521.597177 = -254942.202532
  nChanged 231
		SP:Iteration 2F (107977.600000 sec): 3 clusters
  Score: Raw -257645.562702 + Penalty 2521.597177 = -255123.965525
  nChanged 153
		SP:Iteration 3F (107977.780000 sec): 3 clusters
  Score: Raw -257778.352093 + Penalty 2521.597177 = -255256.754916
  nChanged 129
		SP:Iteration 4F (107977.940000 sec): 3 clusters
  Score: Raw -257887.768630 + Penalty 2521.597177 = -255366.171453
  nChanged 114
		SP:Iteration 5Q (107978.100000 sec): 3 clusters
  Score: Raw -257995.163422 + Penalty 2521.597177 = -255473.566245
  nChanged 92
		SP:Iteration 6Q (107978.210000 sec): 3 clusters
  Score: Raw -258102.823914 + Penalty 2521.597177 = -255581.226737
  nChanged 77
		SP:Iteration 7Q (107978.360000 sec): 3 clusters
  Score: Raw -258187.897520 + Penalty 2521.597177 = -255666.300343
  nChanged 63
		SP:Iteration 8Q (107978.540000 sec): 3 clusters
  Score: Raw -258244.050849 + Penalty 2521.597177 = -255722.453672
  nChanged 55
		SP:Iteration 9Q (107978.720000 sec): 3 clusters
  Score: Raw -258283.609920 + Penalty 2521.597177 = -255762.012743
  nChanged 37
		SP:Iteration 10Q (107978.910000 sec): 3 clusters
  Score: Raw -258318.718487 + Penalty 2521.597177 = -255797.121310
  nChanged 30
		SP:Iteration 11Q (107979.080000 sec): 3 clusters
  Score: Raw -258342.581296 + Penalty 2521.597177 = -255820.984119
  nChanged 21
		SP:Iteration 12Q (107979.280000 sec): 3 clusters
  Score: Raw -258357.610350 + Penalty 2521.597177 = -255836.013173
  nChanged 19
		SP:Iteration 13Q (107979.440000 sec): 3 clusters
  Score: Raw -258370.937372 + Penalty 2521.597177 = -255849.340195
  nChanged 26
		SP:Iteration 14Q (107979.630000 sec): 3 clusters
  Score: Raw -258390.910405 + Penalty 2521.597177 = -255869.313228
  nChanged 17
		SP:Iteration 15Q (107979.770000 sec): 3 clusters
  Score: Raw -258399.065794 + Penalty 2521.597177 = -255877.468618
  nChanged 14
		SP:Iteration 16Q (107979.910000 sec): 3 clusters
  Score: Raw -258409.946961 + Penalty 2521.597177 = -255888.349784
  nChanged 18
		SP:Iteration 17Q (107980.060000 sec): 3 clusters
  Score: Raw -258423.318738 + Penalty 2521.597177 = -255901.721561
  nChanged 17
		SP:Iteration 18Q (107980.210000 sec): 3 clusters
  Score: Raw -258436.117819 + Penalty 2521.597177 = -255914.520643
  nChanged 16
		SP:Iteration 19Q (107980.360000 sec): 3 clusters
  Score: Raw -258446.559439 + Penalty 2521.597177 = -255924.962262
  nChanged 21
		SP:Iteration 20F (107980.510000 sec): 3 clusters
  Score: Raw -258458.989814 + Penalty 2521.597177 = -255937.392637
  nChanged 21
		SP:Iteration 21Q (107980.750000 sec): 3 clusters
  Score: Raw -258472.624139 + Penalty 2521.597177 = -255951.026963
  nChanged 13
		SP:Iteration 22Q (107980.910000 sec): 3 clusters
  Score: Raw -258481.550540 + Penalty 2521.597177 = -255959.953364
  nChanged 13
		SP:Iteration 23Q (107981.090000 sec): 3 clusters
  Score: Raw -258488.817116 + Penalty 2521.597177 = -255967.219939
  nChanged 12
		SP:Iteration 24Q (107981.240000 sec): 3 clusters
  Score: Raw -258493.099617 + Penalty 2521.597177 = -255971.502440
  nChanged 5
		SP:Iteration 25Q (107981.410000 sec): 3 clusters
  Score: Raw -258495.347920 + Penalty 2521.597177 = -255973.750743
  nChanged 6
		SP:Iteration 26Q (107981.590000 sec): 3 clusters
  Score: Raw -258497.455974 + Penalty 2521.597177 = -255975.858797
  nChanged 5
		SP:Iteration 27Q (107981.770000 sec): 3 clusters
  Score: Raw -258500.496067 + Penalty 2521.597177 = -255978.898891
  nChanged 3
		SP:Iteration 28Q (107981.950000 sec): 3 clusters
  Score: Raw -258501.645369 + Penalty 2521.597177 = -255980.048193
  nChanged 2
		SP:Iteration 29Q (107982.080000 sec): 3 clusters
  Score: Raw -258502.242838 + Penalty 2521.597177 = -255980.645661
  nChanged 0
		SP:Iteration 30F (107982.230000 sec): 3 clusters
  Score: Raw -258502.242838 + Penalty 2521.597177 = -255980.645661
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107982.370000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107982.560000 sec): 3 clusters
  Score: Raw -71951.091801 + Penalty 2084.906512 = -69866.185290
  nChanged 170
		SP:Iteration 1F (107982.780000 sec): 3 clusters
  Score: Raw -72208.562679 + Penalty 2084.906512 = -70123.656167
  nChanged 38
		SP:Iteration 2F (107982.930000 sec): 3 clusters
  Score: Raw -72281.761555 + Penalty 2084.906512 = -70196.855043
  nChanged 18
		SP:Iteration 3Q (107983.100000 sec): 3 clusters
  Score: Raw -72301.941935 + Penalty 2084.906512 = -70217.035423
  nChanged 8
		SP:Iteration 4Q (107983.280000 sec): 3 clusters
  Score: Raw -72313.499124 + Penalty 2084.906512 = -70228.592613
  nChanged 5
		SP:Iteration 5Q (107983.460000 sec): 3 clusters
  Score: Raw -72318.646522 + Penalty 2084.906512 = -70233.740010
  nChanged 6
		SP:Iteration 6Q (107983.640000 sec): 3 clusters
  Score: Raw -72326.465202 + Penalty 2084.906512 = -70241.558690
  nChanged 6
		SP:Iteration 7Q (107983.770000 sec): 3 clusters
  Score: Raw -72335.629919 + Penalty 2084.906512 = -70250.723407
  nChanged 5
		SP:Iteration 8Q (107983.950000 sec): 3 clusters
  Score: Raw -72338.311716 + Penalty 2084.906512 = -70253.405205
  nChanged 3
		SP:Iteration 9Q (107984.090000 sec): 3 clusters
  Score: Raw -72340.517356 + Penalty 2084.906512 = -70255.610845
  nChanged 0
		SP:Iteration 10F (107984.270000 sec): 3 clusters
  Score: Raw -72340.517356 + Penalty 2084.906512 = -70255.610845
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107984.410000 sec): 2 clusters
  Score: Raw -839909.564222 + Penalty 1443.726654 = -838465.837568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107984.720000 sec): 3 clusters
  Score: Raw -835928.339068 + Penalty 2887.453308 = -833040.885759
  nChanged 3060
		SP:Iteration 1F (107984.910000 sec): 3 clusters
  Score: Raw -837599.931755 + Penalty 2887.453308 = -834712.478446
  nChanged 469
		SP:Iteration 2F (107985.150000 sec): 3 clusters
  Score: Raw -837821.589484 + Penalty 2887.453308 = -834934.136175
  nChanged 367
		SP:Iteration 3F (107985.330000 sec): 3 clusters
  Score: Raw -837963.993585 + Penalty 2887.453308 = -835076.540277
  nChanged 271
		SP:Iteration 4Q (107985.580000 sec): 3 clusters
  Score: Raw -838069.401128 + Penalty 2887.453308 = -835181.947820
  nChanged 257
		SP:Iteration 5Q (107985.790000 sec): 3 clusters
  Score: Raw -838177.104161 + Penalty 2887.453308 = -835289.650852
  nChanged 263
		SP:Iteration 6Q (107986.020000 sec): 3 clusters
  Score: Raw -838289.110293 + Penalty 2887.453308 = -835401.656984
  nChanged 261
		SP:Iteration 7Q (107986.210000 sec): 3 clusters
  Score: Raw -838402.436793 + Penalty 2887.453308 = -835514.983485
  nChanged 239
		SP:Iteration 8Q (107986.390000 sec): 3 clusters
  Score: Raw -838504.776477 + Penalty 2887.453308 = -835617.323168
  nChanged 212
		SP:Iteration 9Q (107986.600000 sec): 3 clusters
  Score: Raw -838602.165490 + Penalty 2887.453308 = -835714.712182
  nChanged 214
		SP:Iteration 10Q (107986.780000 sec): 3 clusters
  Score: Raw -838703.686804 + Penalty 2887.453308 = -835816.233496
  nChanged 212
		SP:Iteration 11Q (107987.030000 sec): 3 clusters
  Score: Raw -838806.628726 + Penalty 2887.453308 = -835919.175417
  nChanged 216
		SP:Iteration 12Q (107987.200000 sec): 3 clusters
  Score: Raw -838914.596482 + Penalty 2887.453308 = -836027.143173
  nChanged 211
		SP:Iteration 13Q (107987.430000 sec): 3 clusters
  Score: Raw -839024.821386 + Penalty 2887.453308 = -836137.368077
  nChanged 194
		SP:Iteration 14Q (107987.640000 sec): 3 clusters
  Score: Raw -839127.250426 + Penalty 2887.453308 = -836239.797117
  nChanged 201
		SP:Iteration 15Q (107987.820000 sec): 3 clusters
  Score: Raw -839251.343891 + Penalty 2887.453308 = -836363.890583
  nChanged 195
		SP:Iteration 16Q (107988.020000 sec): 3 clusters
  Score: Raw -839392.381672 + Penalty 2887.453308 = -836504.928363
  nChanged 199
		SP:Iteration 17Q (107988.300000 sec): 3 clusters
  Score: Raw -839524.116164 + Penalty 2887.453308 = -836636.662856
  nChanged 163
		SP:Iteration 18Q (107988.570000 sec): 3 clusters
  Score: Raw -839627.328533 + Penalty 2887.453308 = -836739.875225
  nChanged 144
		SP:Iteration 19Q (107988.770000 sec): 3 clusters
  Score: Raw -839711.690221 + Penalty 2887.453308 = -836824.236913
  nChanged 116
		SP:Iteration 20F (107989.000000 sec): 3 clusters
  Score: Raw -839785.098815 + Penalty 2887.453308 = -836897.645507
  nChanged 98
		SP:Iteration 21Q (107989.220000 sec): 3 clusters
  Score: Raw -839847.888361 + Penalty 2887.453308 = -836960.435053
  nChanged 94
		SP:Iteration 22Q (107989.420000 sec): 3 clusters
  Score: Raw -839906.036671 + Penalty 2887.453308 = -837018.583363
  nChanged 85
		SP:Iteration 23Q (107989.600000 sec): 3 clusters
  Score: Raw -839968.224576 + Penalty 2887.453308 = -837080.771268
  nChanged 82
		SP:Iteration 24Q (107989.860000 sec): 3 clusters
  Score: Raw -840040.298130 + Penalty 2887.453308 = -837152.844822
  nChanged 98
		SP:Iteration 25Q (107990.070000 sec): 3 clusters
  Score: Raw -840094.315427 + Penalty 2887.453308 = -837206.862118
  nChanged 68
		SP:Iteration 26Q (107990.280000 sec): 3 clusters
  Score: Raw -840128.664219 + Penalty 2887.453308 = -837241.210911
  nChanged 54
		SP:Iteration 27Q (107990.450000 sec): 3 clusters
  Score: Raw -840153.492775 + Penalty 2887.453308 = -837266.039466
  nChanged 45
		SP:Iteration 28Q (107990.650000 sec): 3 clusters
  Score: Raw -840168.230960 + Penalty 2887.453308 = -837280.777651
  nChanged 38
		SP:Iteration 29Q (107990.840000 sec): 3 clusters
  Score: Raw -840179.809349 + Penalty 2887.453308 = -837292.356041
  nChanged 33
		SP:Iteration 30Q (107991.060000 sec): 3 clusters
  Score: Raw -840187.872332 + Penalty 2887.453308 = -837300.419024
  nChanged 25
		SP:Iteration 31Q (107991.310000 sec): 3 clusters
  Score: Raw -840193.552270 + Penalty 2887.453308 = -837306.098961
  nChanged 23
		SP:Iteration 32Q (107991.530000 sec): 3 clusters
  Score: Raw -840197.452740 + Penalty 2887.453308 = -837309.999432
  nChanged 13
		SP:Iteration 33Q (107991.720000 sec): 3 clusters
  Score: Raw -840200.303680 + Penalty 2887.453308 = -837312.850372
  nChanged 13
		SP:Iteration 34Q (107991.950000 sec): 3 clusters
  Score: Raw -840202.913694 + Penalty 2887.453308 = -837315.460386
  nChanged 10
		SP:Iteration 35Q (107992.130000 sec): 3 clusters
  Score: Raw -840204.715001 + Penalty 2887.453308 = -837317.261693
  nChanged 6
		SP:Iteration 36Q (107992.350000 sec): 3 clusters
  Score: Raw -840205.629018 + Penalty 2887.453308 = -837318.175709
  nChanged 2
		SP:Iteration 37Q (107992.560000 sec): 3 clusters
  Score: Raw -840206.200178 + Penalty 2887.453308 = -837318.746869
  nChanged 2
		SP:Iteration 38Q (107992.800000 sec): 3 clusters
  Score: Raw -840206.546152 + Penalty 2887.453308 = -837319.092843
  nChanged 5
		SP:Iteration 39Q (107993.030000 sec): 3 clusters
  Score: Raw -840207.649466 + Penalty 2887.453308 = -837320.196158
  nChanged 5
		SP:Iteration 40F (107993.240000 sec): 3 clusters
  Score: Raw -840208.719344 + Penalty 2887.453308 = -837321.266035
  nChanged 6
		SP:Iteration 41Q (107993.460000 sec): 3 clusters
  Score: Raw -840209.962140 + Penalty 2887.453308 = -837322.508831
  nChanged 4
		SP:Iteration 42Q (107993.720000 sec): 3 clusters
  Score: Raw -840210.606758 + Penalty 2887.453308 = -837323.153450
  nChanged 6
		SP:Iteration 43Q (107993.950000 sec): 3 clusters
  Score: Raw -840211.939623 + Penalty 2887.453308 = -837324.486315
  nChanged 4
		SP:Iteration 44Q (107994.150000 sec): 3 clusters
  Score: Raw -840212.486502 + Penalty 2887.453308 = -837325.033194
  nChanged 6
		SP:Iteration 45Q (107994.360000 sec): 3 clusters
  Score: Raw -840213.625424 + Penalty 2887.453308 = -837326.172116
  nChanged 5
		SP:Iteration 46Q (107994.600000 sec): 3 clusters
  Score: Raw -840214.545938 + Penalty 2887.453308 = -837327.092629
  nChanged 3
		SP:Iteration 47Q (107994.810000 sec): 3 clusters
  Score: Raw -840215.358171 + Penalty 2887.453308 = -837327.904863
  nChanged 4
		SP:Iteration 48Q (107995.050000 sec): 3 clusters
  Score: Raw -840215.987870 + Penalty 2887.453308 = -837328.534561
  nChanged 3
		SP:Iteration 49Q (107995.260000 sec): 3 clusters
  Score: Raw -840216.362609 + Penalty 2887.453308 = -837328.909300
  nChanged 2
		SP:Iteration 50Q (107995.460000 sec): 3 clusters
  Score: Raw -840216.615299 + Penalty 2887.453308 = -837329.161990
  nChanged 1
		SP:Iteration 51Q (107995.700000 sec): 3 clusters
  Score: Raw -840216.720344 + Penalty 2887.453308 = -837329.267036
  nChanged 0
		SP:Iteration 52F (107995.870000 sec): 3 clusters
  Score: Raw -840216.720344 + Penalty 2887.453308 = -837329.267036
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107996.020000 sec): 2 clusters
  Score: Raw -706410.330257 + Penalty 1416.063861 = -704994.266396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107996.180000 sec): 3 clusters
  Score: Raw -703213.417843 + Penalty 2832.127722 = -700381.290122
  nChanged 2534
		SP:Iteration 1F (107996.420000 sec): 3 clusters
  Score: Raw -704592.853781 + Penalty 2832.127722 = -701760.726059
  nChanged 441
		SP:Iteration 2F (107996.740000 sec): 3 clusters
  Score: Raw -704868.368594 + Penalty 2832.127722 = -702036.240872
  nChanged 354
		SP:Iteration 3F (107996.940000 sec): 3 clusters
  Score: Raw -705080.381833 + Penalty 2832.127722 = -702248.254111
  nChanged 318
		SP:Iteration 4F (107997.150000 sec): 3 clusters
  Score: Raw -705276.933021 + Penalty 2832.127722 = -702444.805299
  nChanged 312
		SP:Iteration 5F (107997.380000 sec): 3 clusters
  Score: Raw -705498.127302 + Penalty 2832.127722 = -702665.999580
  nChanged 313
		SP:Iteration 6F (107997.610000 sec): 3 clusters
  Score: Raw -705721.460388 + Penalty 2832.127722 = -702889.332666
  nChanged 289
		SP:Iteration 7Q (107997.770000 sec): 3 clusters
  Score: Raw -705918.091741 + Penalty 2832.127722 = -703085.964020
  nChanged 235
		SP:Iteration 8Q (107997.980000 sec): 3 clusters
  Score: Raw -706086.380204 + Penalty 2832.127722 = -703254.252483
  nChanged 219
		SP:Iteration 9Q (107998.140000 sec): 3 clusters
  Score: Raw -706252.483653 + Penalty 2832.127722 = -703420.355931
  nChanged 197
		SP:Iteration 10Q (107998.330000 sec): 3 clusters
  Score: Raw -706400.922748 + Penalty 2832.127722 = -703568.795026
  nChanged 163
		SP:Iteration 11Q (107998.520000 sec): 3 clusters
  Score: Raw -706524.205008 + Penalty 2832.127722 = -703692.077286
  nChanged 136
		SP:Iteration 12Q (107998.700000 sec): 3 clusters
  Score: Raw -706619.314163 + Penalty 2832.127722 = -703787.186441
  nChanged 97
		SP:Iteration 13Q (107998.880000 sec): 3 clusters
  Score: Raw -706684.066088 + Penalty 2832.127722 = -703851.938366
  nChanged 91
		SP:Iteration 14Q (107999.070000 sec): 3 clusters
  Score: Raw -706744.216960 + Penalty 2832.127722 = -703912.089239
  nChanged 80
		SP:Iteration 15Q (107999.250000 sec): 3 clusters
  Score: Raw -706806.525620 + Penalty 2832.127722 = -703974.397898
  nChanged 68
		SP:Iteration 16Q (107999.440000 sec): 3 clusters
  Score: Raw -706857.017495 + Penalty 2832.127722 = -704024.889773
  nChanged 56
		SP:Iteration 17Q (107999.620000 sec): 3 clusters
  Score: Raw -706889.015757 + Penalty 2832.127722 = -704056.888036
  nChanged 49
		SP:Iteration 18Q (107999.800000 sec): 3 clusters
  Score: Raw -706917.459796 + Penalty 2832.127722 = -704085.332074
  nChanged 51
		SP:Iteration 19Q (108000.020000 sec): 3 clusters
  Score: Raw -706941.560871 + Penalty 2832.127722 = -704109.433150
  nChanged 39
		SP:Iteration 20F (108000.200000 sec): 3 clusters
  Score: Raw -706957.685296 + Penalty 2832.127722 = -704125.557575
  nChanged 27
		SP:Iteration 21Q (108000.380000 sec): 3 clusters
  Score: Raw -706969.431478 + Penalty 2832.127722 = -704137.303756
  nChanged 27
		SP:Iteration 22Q (108000.560000 sec): 3 clusters
  Score: Raw -706982.405618 + Penalty 2832.127722 = -704150.277896
  nChanged 25
		SP:Iteration 23Q (108000.750000 sec): 3 clusters
  Score: Raw -706995.547158 + Penalty 2832.127722 = -704163.419436
  nChanged 28
		SP:Iteration 24Q (108000.930000 sec): 3 clusters
  Score: Raw -707009.982362 + Penalty 2832.127722 = -704177.854640
  nChanged 26
		SP:Iteration 25Q (108001.120000 sec): 3 clusters
  Score: Raw -707025.480247 + Penalty 2832.127722 = -704193.352525
  nChanged 30
		SP:Iteration 26Q (108001.300000 sec): 3 clusters
  Score: Raw -707046.658207 + Penalty 2832.127722 = -704214.530485
  nChanged 35
		SP:Iteration 27Q (108001.490000 sec): 3 clusters
  Score: Raw -707067.300981 + Penalty 2832.127722 = -704235.173259
  nChanged 32
		SP:Iteration 28Q (108001.670000 sec): 3 clusters
  Score: Raw -707083.541426 + Penalty 2832.127722 = -704251.413705
  nChanged 17
		SP:Iteration 29Q (108001.850000 sec): 3 clusters
  Score: Raw -707091.337023 + Penalty 2832.127722 = -704259.209301
  nChanged 21
		SP:Iteration 30Q (108002.030000 sec): 3 clusters
  Score: Raw -707097.010993 + Penalty 2832.127722 = -704264.883271
  nChanged 12
		SP:Iteration 31Q (108002.220000 sec): 3 clusters
  Score: Raw -707100.471624 + Penalty 2832.127722 = -704268.343902
  nChanged 4
		SP:Iteration 32Q (108002.400000 sec): 3 clusters
  Score: Raw -707101.483425 + Penalty 2832.127722 = -704269.355703
  nChanged 5
		SP:Iteration 33Q (108002.580000 sec): 3 clusters
  Score: Raw -707102.835246 + Penalty 2832.127722 = -704270.707524
  nChanged 6
		SP:Iteration 34Q (108002.800000 sec): 3 clusters
  Score: Raw -707104.491869 + Penalty 2832.127722 = -704272.364147
  nChanged 6
		SP:Iteration 35Q (108002.980000 sec): 3 clusters
  Score: Raw -707105.457995 + Penalty 2832.127722 = -704273.330273
  nChanged 1
		SP:Iteration 36Q (108003.160000 sec): 3 clusters
  Score: Raw -707105.711237 + Penalty 2832.127722 = -704273.583515
  nChanged 0
		SP:Iteration 37F (108003.350000 sec): 3 clusters
  Score: Raw -707105.711237 + Penalty 2832.127722 = -704273.583515
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108003.500000 sec): 2 clusters
  Score: Raw -1842025.470890 + Penalty 1574.984257 = -1840450.486634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108003.770000 sec): 3 clusters
  Score: Raw -1832388.139443 + Penalty 3149.968514 = -1829238.170929
  nChanged 7320
		SP:Iteration 1F (108004.010000 sec): 3 clusters
  Score: Raw -1836493.534488 + Penalty 3149.968514 = -1833343.565975
  nChanged 906
		SP:Iteration 2F (108004.260000 sec): 3 clusters
  Score: Raw -1836862.665677 + Penalty 3149.968514 = -1833712.697164
  nChanged 853
		SP:Iteration 3F (108004.510000 sec): 3 clusters
  Score: Raw -1837243.185727 + Penalty 3149.968514 = -1834093.217213
  nChanged 810
		SP:Iteration 4F (108004.820000 sec): 3 clusters
  Score: Raw -1837614.857783 + Penalty 3149.968514 = -1834464.889270
  nChanged 809
		SP:Iteration 5Q (108005.030000 sec): 3 clusters
  Score: Raw -1838047.596380 + Penalty 3149.968514 = -1834897.627866
  nChanged 824
		SP:Iteration 6F (108005.270000 sec): 3 clusters
  Score: Raw -1838527.580400 + Penalty 3149.968514 = -1835377.611886
  nChanged 806
		SP:Iteration 7Q (108005.530000 sec): 3 clusters
  Score: Raw -1839064.681425 + Penalty 3149.968514 = -1835914.712911
  nChanged 795
		SP:Iteration 8Q (108005.790000 sec): 3 clusters
  Score: Raw -1839588.303889 + Penalty 3149.968514 = -1836438.335375
  nChanged 714
		SP:Iteration 9Q (108006.090000 sec): 3 clusters
  Score: Raw -1839987.508856 + Penalty 3149.968514 = -1836837.540343
  nChanged 593
		SP:Iteration 10Q (108006.300000 sec): 3 clusters
  Score: Raw -1840264.834915 + Penalty 3149.968514 = -1837114.866401
  nChanged 472
		SP:Iteration 11Q (108006.560000 sec): 3 clusters
  Score: Raw -1840462.155979 + Penalty 3149.968514 = -1837312.187465
  nChanged 399
		SP:Iteration 12Q (108006.810000 sec): 3 clusters
  Score: Raw -1840613.881361 + Penalty 3149.968514 = -1837463.912847
  nChanged 325
		SP:Iteration 13Q (108007.070000 sec): 3 clusters
  Score: Raw -1840721.899107 + Penalty 3149.968514 = -1837571.930593
  nChanged 283
		SP:Iteration 14Q (108007.330000 sec): 3 clusters
  Score: Raw -1840816.944896 + Penalty 3149.968514 = -1837666.976383
  nChanged 270
		SP:Iteration 15Q (108007.590000 sec): 3 clusters
  Score: Raw -1840906.756609 + Penalty 3149.968514 = -1837756.788095
  nChanged 261
		SP:Iteration 16Q (108007.820000 sec): 3 clusters
  Score: Raw -1841005.220305 + Penalty 3149.968514 = -1837855.251792
  nChanged 296
		SP:Iteration 17Q (108008.070000 sec): 3 clusters
  Score: Raw -1841131.963578 + Penalty 3149.968514 = -1837981.995064
  nChanged 290
		SP:Iteration 18Q (108008.310000 sec): 3 clusters
  Score: Raw -1841255.922714 + Penalty 3149.968514 = -1838105.954201
  nChanged 305
		SP:Iteration 19Q (108008.590000 sec): 3 clusters
  Score: Raw -1841389.934203 + Penalty 3149.968514 = -1838239.965689
  nChanged 276
		SP:Iteration 20F (108008.840000 sec): 3 clusters
  Score: Raw -1841524.911063 + Penalty 3149.968514 = -1838374.942549
  nChanged 287
		SP:Iteration 21Q (108009.080000 sec): 3 clusters
  Score: Raw -1841681.443673 + Penalty 3149.968514 = -1838531.475160
  nChanged 273
		SP:Iteration 22Q (108009.290000 sec): 3 clusters
  Score: Raw -1841816.541005 + Penalty 3149.968514 = -1838666.572491
  nChanged 232
		SP:Iteration 23Q (108009.540000 sec): 3 clusters
  Score: Raw -1841936.967762 + Penalty 3149.968514 = -1838786.999249
  nChanged 217
		SP:Iteration 24Q (108009.740000 sec): 3 clusters
  Score: Raw -1842051.241257 + Penalty 3149.968514 = -1838901.272743
  nChanged 190
		SP:Iteration 25Q (108009.980000 sec): 3 clusters
  Score: Raw -1842147.306754 + Penalty 3149.968514 = -1838997.338241
  nChanged 161
		SP:Iteration 26Q (108010.190000 sec): 3 clusters
  Score: Raw -1842219.178659 + Penalty 3149.968514 = -1839069.210145
  nChanged 119
		SP:Iteration 27Q (108010.430000 sec): 3 clusters
  Score: Raw -1842276.107501 + Penalty 3149.968514 = -1839126.138988
  nChanged 113
		SP:Iteration 28Q (108010.630000 sec): 3 clusters
  Score: Raw -1842336.922285 + Penalty 3149.968514 = -1839186.953771
  nChanged 95
		SP:Iteration 29Q (108010.880000 sec): 3 clusters
  Score: Raw -1842384.310208 + Penalty 3149.968514 = -1839234.341694
  nChanged 78
		SP:Iteration 30Q (108011.080000 sec): 3 clusters
  Score: Raw -1842423.727940 + Penalty 3149.968514 = -1839273.759427
  nChanged 59
		SP:Iteration 31Q (108011.320000 sec): 3 clusters
  Score: Raw -1842447.420420 + Penalty 3149.968514 = -1839297.451906
  nChanged 36
		SP:Iteration 32Q (108011.520000 sec): 3 clusters
  Score: Raw -1842459.118276 + Penalty 3149.968514 = -1839309.149763
  nChanged 30
		SP:Iteration 33Q (108011.770000 sec): 3 clusters
  Score: Raw -1842471.020102 + Penalty 3149.968514 = -1839321.051588
  nChanged 25
		SP:Iteration 34Q (108011.970000 sec): 3 clusters
  Score: Raw -1842480.032029 + Penalty 3149.968514 = -1839330.063515
  nChanged 22
		SP:Iteration 35Q (108012.210000 sec): 3 clusters
  Score: Raw -1842487.853602 + Penalty 3149.968514 = -1839337.885089
  nChanged 22
		SP:Iteration 36Q (108012.450000 sec): 3 clusters
  Score: Raw -1842494.870270 + Penalty 3149.968514 = -1839344.901757
  nChanged 18
		SP:Iteration 37Q (108012.700000 sec): 3 clusters
  Score: Raw -1842500.383426 + Penalty 3149.968514 = -1839350.414912
  nChanged 12
		SP:Iteration 38Q (108012.940000 sec): 3 clusters
  Score: Raw -1842504.393499 + Penalty 3149.968514 = -1839354.424986
  nChanged 11
		SP:Iteration 39Q (108013.180000 sec): 3 clusters
  Score: Raw -1842508.091326 + Penalty 3149.968514 = -1839358.122813
  nChanged 11
		SP:Iteration 40F (108013.460000 sec): 3 clusters
  Score: Raw -1842512.043133 + Penalty 3149.968514 = -1839362.074619
  nChanged 9
		SP:Iteration 41Q (108013.740000 sec): 3 clusters
  Score: Raw -1842513.458661 + Penalty 3149.968514 = -1839363.490147
  nChanged 5
		SP:Iteration 42Q (108013.940000 sec): 3 clusters
  Score: Raw -1842514.964605 + Penalty 3149.968514 = -1839364.996091
  nChanged 2
		SP:Iteration 43Q (108014.150000 sec): 3 clusters
  Score: Raw -1842515.250945 + Penalty 3149.968514 = -1839365.282431
  nChanged 2
		SP:Iteration 44Q (108014.490000 sec): 3 clusters
  Score: Raw -1842515.940139 + Penalty 3149.968514 = -1839365.971625
  nChanged 2
		SP:Iteration 45Q (108014.720000 sec): 3 clusters
  Score: Raw -1842517.016971 + Penalty 3149.968514 = -1839367.048457
  nChanged 3
		SP:Iteration 46Q (108015.050000 sec): 3 clusters
  Score: Raw -1842517.570655 + Penalty 3149.968514 = -1839367.602142
  nChanged 0
		SP:Iteration 47F (108015.340000 sec): 3 clusters
  Score: Raw -1842517.570655 + Penalty 3149.968514 = -1839367.602142
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (21208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108015.620000 sec): 2 clusters
  Score: Raw -2436915.830571 + Penalty 1618.846734 = -2435296.983836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108015.850000 sec): 3 clusters
  Score: Raw -2423986.967731 + Penalty 3237.693468 = -2420749.274263
  nChanged 9665
		SP:Iteration 1F (108016.200000 sec): 3 clusters
  Score: Raw -2429380.159507 + Penalty 3237.693468 = -2426142.466039
  nChanged 1199
		SP:Iteration 2F (108016.490000 sec): 3 clusters
  Score: Raw -2429901.529470 + Penalty 3237.693468 = -2426663.836002
  nChanged 1169
		SP:Iteration 3F (108016.800000 sec): 3 clusters
  Score: Raw -2430510.797510 + Penalty 3237.693468 = -2427273.104042
  nChanged 1258
		SP:Iteration 4F (108017.180000 sec): 3 clusters
  Score: Raw -2431269.039215 + Penalty 3237.693468 = -2428031.345747
  nChanged 1395
		SP:Iteration 5F (108017.470000 sec): 3 clusters
  Score: Raw -2432234.532077 + Penalty 3237.693468 = -2428996.838609
  nChanged 1414
		SP:Iteration 6F (108017.720000 sec): 3 clusters
  Score: Raw -2433334.401510 + Penalty 3237.693468 = -2430096.708041
  nChanged 1420
		SP:Iteration 7F (108018.070000 sec): 3 clusters
  Score: Raw -2434557.456347 + Penalty 3237.693468 = -2431319.762879
  nChanged 1242
		SP:Iteration 8F (108018.320000 sec): 3 clusters
  Score: Raw -2435652.282573 + Penalty 3237.693468 = -2432414.589105
  nChanged 957
		SP:Iteration 9Q (108018.660000 sec): 3 clusters
  Score: Raw -2436354.896778 + Penalty 3237.693468 = -2433117.203310
  nChanged 682
		SP:Iteration 10Q (108018.960000 sec): 3 clusters
  Score: Raw -2436757.009149 + Penalty 3237.693468 = -2433519.315681
  nChanged 444
		SP:Iteration 11Q (108019.240000 sec): 3 clusters
  Score: Raw -2436948.911732 + Penalty 3237.693468 = -2433711.218264
  nChanged 327
		SP:Iteration 12Q (108019.480000 sec): 3 clusters
  Score: Raw -2437068.988429 + Penalty 3237.693468 = -2433831.294961
  nChanged 253
		SP:Iteration 13Q (108019.820000 sec): 3 clusters
  Score: Raw -2437152.792628 + Penalty 3237.693468 = -2433915.099160
  nChanged 214
		SP:Iteration 14Q (108020.150000 sec): 3 clusters
  Score: Raw -2437228.555772 + Penalty 3237.693468 = -2433990.862304
  nChanged 194
		SP:Iteration 15Q (108020.420000 sec): 3 clusters
  Score: Raw -2437294.678995 + Penalty 3237.693468 = -2434056.985527
  nChanged 168
		SP:Iteration 16Q (108020.730000 sec): 3 clusters
  Score: Raw -2437340.695636 + Penalty 3237.693468 = -2434103.002168
  nChanged 149
		SP:Iteration 17Q (108021.010000 sec): 3 clusters
  Score: Raw -2437372.707386 + Penalty 3237.693468 = -2434135.013918
  nChanged 143
		SP:Iteration 18Q (108021.330000 sec): 3 clusters
  Score: Raw -2437398.834965 + Penalty 3237.693468 = -2434161.141497
  nChanged 86
		SP:Iteration 19Q (108021.700000 sec): 3 clusters
  Score: Raw -2437412.433173 + Penalty 3237.693468 = -2434174.739705
  nChanged 81
		SP:Iteration 20F (108022.020000 sec): 3 clusters
  Score: Raw -2437424.648156 + Penalty 3237.693468 = -2434186.954687
  nChanged 77
		SP:Iteration 21Q (108022.310000 sec): 3 clusters
  Score: Raw -2437436.806072 + Penalty 3237.693468 = -2434199.112604
  nChanged 72
		SP:Iteration 22Q (108022.690000 sec): 3 clusters
  Score: Raw -2437446.726803 + Penalty 3237.693468 = -2434209.033335
  nChanged 58
		SP:Iteration 23Q (108022.960000 sec): 3 clusters
  Score: Raw -2437456.016208 + Penalty 3237.693468 = -2434218.322740
  nChanged 57
		SP:Iteration 24Q (108023.300000 sec): 3 clusters
  Score: Raw -2437463.458678 + Penalty 3237.693468 = -2434225.765209
  nChanged 47
		SP:Iteration 25Q (108023.610000 sec): 3 clusters
  Score: Raw -2437468.070073 + Penalty 3237.693468 = -2434230.376605
  nChanged 29
		SP:Iteration 26Q (108023.890000 sec): 3 clusters
  Score: Raw -2437471.272272 + Penalty 3237.693468 = -2434233.578803
  nChanged 26
		SP:Iteration 27Q (108024.210000 sec): 3 clusters
  Score: Raw -2437473.577943 + Penalty 3237.693468 = -2434235.884474
  nChanged 18
		SP:Iteration 28Q (108024.480000 sec): 3 clusters
  Score: Raw -2437474.908058 + Penalty 3237.693468 = -2434237.214590
  nChanged 15
		SP:Iteration 29Q (108024.790000 sec): 3 clusters
  Score: Raw -2437475.974870 + Penalty 3237.693468 = -2434238.281402
  nChanged 17
		SP:Iteration 30Q (108025.110000 sec): 3 clusters
  Score: Raw -2437477.367149 + Penalty 3237.693468 = -2434239.673681
  nChanged 13
		SP:Iteration 31Q (108025.390000 sec): 3 clusters
  Score: Raw -2437478.760078 + Penalty 3237.693468 = -2434241.066610
  nChanged 17
		SP:Iteration 32Q (108025.700000 sec): 3 clusters
  Score: Raw -2437480.000266 + Penalty 3237.693468 = -2434242.306798
  nChanged 13
		SP:Iteration 33Q (108026.060000 sec): 3 clusters
  Score: Raw -2437480.826894 + Penalty 3237.693468 = -2434243.133426
  nChanged 16
		SP:Iteration 34Q (108026.400000 sec): 3 clusters
  Score: Raw -2437482.219035 + Penalty 3237.693468 = -2434244.525567
  nChanged 13
		SP:Iteration 35Q (108026.670000 sec): 3 clusters
  Score: Raw -2437483.712292 + Penalty 3237.693468 = -2434246.018824
  nChanged 14
		SP:Iteration 36Q (108026.990000 sec): 3 clusters
  Score: Raw -2437485.018538 + Penalty 3237.693468 = -2434247.325070
  nChanged 19
		SP:Iteration 37Q (108027.380000 sec): 3 clusters
  Score: Raw -2437486.582773 + Penalty 3237.693468 = -2434248.889305
  nChanged 20
		SP:Iteration 38Q (108027.680000 sec): 3 clusters
  Score: Raw -2437488.186058 + Penalty 3237.693468 = -2434250.492590
  nChanged 19
		SP:Iteration 39Q (108028.030000 sec): 3 clusters
  Score: Raw -2437489.966781 + Penalty 3237.693468 = -2434252.273313
  nChanged 21
		SP:Iteration 40F (108028.330000 sec): 3 clusters
  Score: Raw -2437491.644529 + Penalty 3237.693468 = -2434253.951061
  nChanged 17
		SP:Iteration 41Q (108028.580000 sec): 3 clusters
  Score: Raw -2437492.682903 + Penalty 3237.693468 = -2434254.989435
  nChanged 10
		SP:Iteration 42Q (108028.880000 sec): 3 clusters
  Score: Raw -2437493.319087 + Penalty 3237.693468 = -2434255.625619
  nChanged 8
		SP:Iteration 43Q (108029.180000 sec): 3 clusters
  Score: Raw -2437493.976763 + Penalty 3237.693468 = -2434256.283295
  nChanged 11
		SP:Iteration 44Q (108029.480000 sec): 3 clusters
  Score: Raw -2437494.689710 + Penalty 3237.693468 = -2434256.996242
  nChanged 11
		SP:Iteration 45Q (108029.750000 sec): 3 clusters
  Score: Raw -2437495.401149 + Penalty 3237.693468 = -2434257.707681
  nChanged 14
		SP:Iteration 46Q (108030.020000 sec): 3 clusters
  Score: Raw -2437496.274537 + Penalty 3237.693468 = -2434258.581069
  nChanged 16
		SP:Iteration 47Q (108030.290000 sec): 3 clusters
  Score: Raw -2437497.398172 + Penalty 3237.693468 = -2434259.704704
  nChanged 16
		SP:Iteration 48Q (108030.620000 sec): 3 clusters
  Score: Raw -2437498.554643 + Penalty 3237.693468 = -2434260.861175
  nChanged 8
		SP:Iteration 49Q (108030.920000 sec): 3 clusters
  Score: Raw -2437499.021510 + Penalty 3237.693468 = -2434261.328042
  nChanged 9
		SP:Iteration 50Q (108031.170000 sec): 3 clusters
  Score: Raw -2437499.601478 + Penalty 3237.693468 = -2434261.908010
  nChanged 8
		SP:Iteration 51Q (108031.500000 sec): 3 clusters
  Score: Raw -2437500.438312 + Penalty 3237.693468 = -2434262.744844
  nChanged 7
		SP:Iteration 52Q (108031.860000 sec): 3 clusters
  Score: Raw -2437500.903562 + Penalty 3237.693468 = -2434263.210094
  nChanged 8
		SP:Iteration 53Q (108032.160000 sec): 3 clusters
  Score: Raw -2437501.388501 + Penalty 3237.693468 = -2434263.695033
  nChanged 9
		SP:Iteration 54Q (108032.420000 sec): 3 clusters
  Score: Raw -2437501.981006 + Penalty 3237.693468 = -2434264.287538
  nChanged 9
		SP:Iteration 55Q (108032.740000 sec): 3 clusters
  Score: Raw -2437502.499183 + Penalty 3237.693468 = -2434264.805715
  nChanged 12
		SP:Iteration 56Q (108033.080000 sec): 3 clusters
  Score: Raw -2437503.160497 + Penalty 3237.693468 = -2434265.467029
  nChanged 8
		SP:Iteration 57Q (108033.390000 sec): 3 clusters
  Score: Raw -2437503.609045 + Penalty 3237.693468 = -2434265.915576
  nChanged 9
		SP:Iteration 58Q (108033.660000 sec): 3 clusters
  Score: Raw -2437504.115415 + Penalty 3237.693468 = -2434266.421947
  nChanged 7
		SP:Iteration 59Q (108033.940000 sec): 3 clusters
  Score: Raw -2437504.609879 + Penalty 3237.693468 = -2434266.916411
  nChanged 9
		SP:Iteration 60F (108034.280000 sec): 3 clusters
  Score: Raw -2437505.366594 + Penalty 3237.693468 = -2434267.673126
  nChanged 10
		SP:Iteration 61Q (108034.570000 sec): 3 clusters
  Score: Raw -2437506.069025 + Penalty 3237.693468 = -2434268.375557
  nChanged 10
		SP:Iteration 62Q (108034.870000 sec): 3 clusters
  Score: Raw -2437506.842990 + Penalty 3237.693468 = -2434269.149522
  nChanged 14
		SP:Iteration 63Q (108035.170000 sec): 3 clusters
  Score: Raw -2437508.110772 + Penalty 3237.693468 = -2434270.417304
  nChanged 16
		SP:Iteration 64Q (108035.430000 sec): 3 clusters
  Score: Raw -2437509.281935 + Penalty 3237.693468 = -2434271.588467
  nChanged 12
		SP:Iteration 65Q (108035.740000 sec): 3 clusters
  Score: Raw -2437510.026811 + Penalty 3237.693468 = -2434272.333343
  nChanged 15
		SP:Iteration 66Q (108036.010000 sec): 3 clusters
  Score: Raw -2437510.738598 + Penalty 3237.693468 = -2434273.045129
  nChanged 6
		SP:Iteration 67Q (108036.340000 sec): 3 clusters
  Score: Raw -2437511.050293 + Penalty 3237.693468 = -2434273.356825
  nChanged 4
		SP:Iteration 68Q (108036.640000 sec): 3 clusters
  Score: Raw -2437511.379619 + Penalty 3237.693468 = -2434273.686151
  nChanged 4
		SP:Iteration 69Q (108036.970000 sec): 3 clusters
  Score: Raw -2437511.502877 + Penalty 3237.693468 = -2434273.809408
  nChanged 2
		SP:Iteration 70Q (108037.260000 sec): 3 clusters
  Score: Raw -2437511.588733 + Penalty 3237.693468 = -2434273.895265
  nChanged 0
		SP:Iteration 71F (108037.550000 sec): 3 clusters
  Score: Raw -2437511.588733 + Penalty 3237.693468 = -2434273.895265
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108037.810000 sec): 2 clusters
  Score: Raw -3965072.809008 + Penalty 1688.176744 = -3963384.632265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108038.190000 sec): 3 clusters
  Score: Raw -3944864.346079 + Penalty 3376.353487 = -3941487.992592
  nChanged 14995
		SP:Iteration 1F (108038.490000 sec): 3 clusters
  Score: Raw -3953026.513901 + Penalty 3376.353487 = -3949650.160413
  nChanged 1454
		SP:Iteration 2Q (108038.890000 sec): 3 clusters
  Score: Raw -3953547.338824 + Penalty 3376.353487 = -3950170.985337
  nChanged 1651
		SP:Iteration 3F (108039.240000 sec): 3 clusters
  Score: Raw -3954312.284073 + Penalty 3376.353487 = -3950935.930586
  nChanged 2064
		SP:Iteration 4F (108039.610000 sec): 3 clusters
  Score: Raw -3955581.708184 + Penalty 3376.353487 = -3952205.354697
  nChanged 2522
		SP:Iteration 5F (108039.910000 sec): 3 clusters
  Score: Raw -3957514.639345 + Penalty 3376.353487 = -3954138.285857
  nChanged 2700
		SP:Iteration 6F (108040.280000 sec): 3 clusters
  Score: Raw -3959936.232965 + Penalty 3376.353487 = -3956559.879478
  nChanged 2402
		SP:Iteration 7F (108040.610000 sec): 3 clusters
  Score: Raw -3962256.013678 + Penalty 3376.353487 = -3958879.660191
  nChanged 1622
		SP:Iteration 8Q (108040.920000 sec): 3 clusters
  Score: Raw -3963811.606643 + Penalty 3376.353487 = -3960435.253155
  nChanged 842
		SP:Iteration 9Q (108041.230000 sec): 3 clusters
  Score: Raw -3964606.190520 + Penalty 3376.353487 = -3961229.837032
  nChanged 441
		SP:Iteration 10Q (108041.610000 sec): 3 clusters
  Score: Raw -3965049.176717 + Penalty 3376.353487 = -3961672.823229
  nChanged 236
		SP:Iteration 11Q (108041.970000 sec): 3 clusters
  Score: Raw -3965279.209026 + Penalty 3376.353487 = -3961902.855539
  nChanged 151
		SP:Iteration 12Q (108042.290000 sec): 3 clusters
  Score: Raw -3965390.108098 + Penalty 3376.353487 = -3962013.754611
  nChanged 98
		SP:Iteration 13Q (108042.590000 sec): 3 clusters
  Score: Raw -3965449.762198 + Penalty 3376.353487 = -3962073.408710
  nChanged 67
		SP:Iteration 14Q (108042.920000 sec): 3 clusters
  Score: Raw -3965490.625415 + Penalty 3376.353487 = -3962114.271928
  nChanged 59
		SP:Iteration 15Q (108043.240000 sec): 3 clusters
  Score: Raw -3965519.401366 + Penalty 3376.353487 = -3962143.047879
  nChanged 37
		SP:Iteration 16Q (108043.580000 sec): 3 clusters
  Score: Raw -3965534.090894 + Penalty 3376.353487 = -3962157.737407
  nChanged 27
		SP:Iteration 17Q (108043.900000 sec): 3 clusters
  Score: Raw -3965544.988241 + Penalty 3376.353487 = -3962168.634753
  nChanged 16
		SP:Iteration 18Q (108044.240000 sec): 3 clusters
  Score: Raw -3965550.458603 + Penalty 3376.353487 = -3962174.105116
  nChanged 7
		SP:Iteration 19Q (108044.620000 sec): 3 clusters
  Score: Raw -3965553.195303 + Penalty 3376.353487 = -3962176.841816
  nChanged 6
		SP:Iteration 20F (108045.050000 sec): 3 clusters
  Score: Raw -3965555.388670 + Penalty 3376.353487 = -3962179.035182
  nChanged 12
		SP:Iteration 21Q (108045.380000 sec): 3 clusters
  Score: Raw -3965559.557821 + Penalty 3376.353487 = -3962183.204334
  nChanged 9
		SP:Iteration 22Q (108045.730000 sec): 3 clusters
  Score: Raw -3965563.980389 + Penalty 3376.353487 = -3962187.626902
  nChanged 9
		SP:Iteration 23Q (108046.130000 sec): 3 clusters
  Score: Raw -3965566.479218 + Penalty 3376.353487 = -3962190.125731
  nChanged 6
		SP:Iteration 24Q (108046.440000 sec): 3 clusters
  Score: Raw -3965567.916690 + Penalty 3376.353487 = -3962191.563202
  nChanged 4
		SP:Iteration 25Q (108046.790000 sec): 3 clusters
  Score: Raw -3965568.922801 + Penalty 3376.353487 = -3962192.569314
  nChanged 5
		SP:Iteration 26Q (108047.130000 sec): 3 clusters
  Score: Raw -3965570.657975 + Penalty 3376.353487 = -3962194.304488
  nChanged 3
		SP:Iteration 27Q (108047.510000 sec): 3 clusters
  Score: Raw -3965571.608384 + Penalty 3376.353487 = -3962195.254896
  nChanged 3
		SP:Iteration 28Q (108047.790000 sec): 3 clusters
  Score: Raw -3965572.312391 + Penalty 3376.353487 = -3962195.958904
  nChanged 6
		SP:Iteration 29Q (108048.120000 sec): 3 clusters
  Score: Raw -3965574.064031 + Penalty 3376.353487 = -3962197.710543
  nChanged 8
		SP:Iteration 30Q (108048.510000 sec): 3 clusters
  Score: Raw -3965576.099242 + Penalty 3376.353487 = -3962199.745755
  nChanged 4
		SP:Iteration 31Q (108048.820000 sec): 3 clusters
  Score: Raw -3965577.249640 + Penalty 3376.353487 = -3962200.896153
  nChanged 4
		SP:Iteration 32Q (108049.110000 sec): 3 clusters
  Score: Raw -3965578.151210 + Penalty 3376.353487 = -3962201.797722
  nChanged 2
		SP:Iteration 33Q (108049.480000 sec): 3 clusters
  Score: Raw -3965579.230255 + Penalty 3376.353487 = -3962202.876768
  nChanged 4
		SP:Iteration 34Q (108049.820000 sec): 3 clusters
  Score: Raw -3965580.445852 + Penalty 3376.353487 = -3962204.092365
  nChanged 3
		SP:Iteration 35Q (108050.190000 sec): 3 clusters
  Score: Raw -3965581.289283 + Penalty 3376.353487 = -3962204.935796
  nChanged 3
		SP:Iteration 36Q (108050.510000 sec): 3 clusters
  Score: Raw -3965582.037463 + Penalty 3376.353487 = -3962205.683976
  nChanged 3
		SP:Iteration 37Q (108050.870000 sec): 3 clusters
  Score: Raw -3965582.435817 + Penalty 3376.353487 = -3962206.082330
  nChanged 2
		SP:Iteration 38Q (108051.230000 sec): 3 clusters
  Score: Raw -3965583.271383 + Penalty 3376.353487 = -3962206.917896
  nChanged 4
		SP:Iteration 39Q (108051.560000 sec): 3 clusters
  Score: Raw -3965584.611764 + Penalty 3376.353487 = -3962208.258277
  nChanged 4
		SP:Iteration 40F (108051.940000 sec): 3 clusters
  Score: Raw -3965585.847980 + Penalty 3376.353487 = -3962209.494493
  nChanged 4
		SP:Iteration 41Q (108052.310000 sec): 3 clusters
  Score: Raw -3965587.043479 + Penalty 3376.353487 = -3962210.689992
  nChanged 3
		SP:Iteration 42Q (108052.630000 sec): 3 clusters
  Score: Raw -3965587.901622 + Penalty 3376.353487 = -3962211.548135
  nChanged 5
		SP:Iteration 43Q (108052.960000 sec): 3 clusters
  Score: Raw -3965589.585375 + Penalty 3376.353487 = -3962213.231888
  nChanged 5
		SP:Iteration 44Q (108053.270000 sec): 3 clusters
  Score: Raw -3965590.771712 + Penalty 3376.353487 = -3962214.418225
  nChanged 4
		SP:Iteration 45Q (108053.570000 sec): 3 clusters
  Score: Raw -3965591.638872 + Penalty 3376.353487 = -3962215.285385
  nChanged 0
		SP:Iteration 46F (108053.900000 sec): 3 clusters
  Score: Raw -3965591.638872 + Penalty 3376.353487 = -3962215.285385
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (1171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108054.030000 sec): 2 clusters
  Score: Raw -141452.151272 + Penalty 1148.162172 = -140303.989100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108054.220000 sec): 3 clusters
  Score: Raw -141022.024192 + Penalty 2296.324343 = -138725.699848
  nChanged 380
		SP:Iteration 1F (108054.460000 sec): 3 clusters
  Score: Raw -141357.301364 + Penalty 2296.324343 = -139060.977021
  nChanged 104
		SP:Iteration 2F (108054.650000 sec): 3 clusters
  Score: Raw -141489.013561 + Penalty 2296.324343 = -139192.689218
  nChanged 61
		SP:Iteration 3F (108054.780000 sec): 3 clusters
  Score: Raw -141586.667514 + Penalty 2296.324343 = -139290.343171
  nChanged 57
		SP:Iteration 4Q (108054.970000 sec): 3 clusters
  Score: Raw -141656.416002 + Penalty 2296.324343 = -139360.091659
  nChanged 41
		SP:Iteration 5Q (108055.110000 sec): 3 clusters
  Score: Raw -141719.011825 + Penalty 2296.324343 = -139422.687482
  nChanged 43
		SP:Iteration 6Q (108055.240000 sec): 3 clusters
  Score: Raw -141775.940080 + Penalty 2296.324343 = -139479.615737
  nChanged 33
		SP:Iteration 7Q (108055.330000 sec): 3 clusters
  Score: Raw -141822.572233 + Penalty 2296.324343 = -139526.247890
  nChanged 28
		SP:Iteration 8Q (108055.520000 sec): 3 clusters
  Score: Raw -141867.332100 + Penalty 2296.324343 = -139571.007757
  nChanged 34
		SP:Iteration 9Q (108055.710000 sec): 3 clusters
  Score: Raw -141934.540253 + Penalty 2296.324343 = -139638.215910
  nChanged 41
		SP:Iteration 10Q (108055.850000 sec): 3 clusters
  Score: Raw -142031.994752 + Penalty 2296.324343 = -139735.670409
  nChanged 37
		SP:Iteration 11Q (108055.990000 sec): 3 clusters
  Score: Raw -142109.778636 + Penalty 2296.324343 = -139813.454292
  nChanged 38
		SP:Iteration 12Q (108056.140000 sec): 3 clusters
  Score: Raw -142173.963190 + Penalty 2296.324343 = -139877.638847
  nChanged 25
		SP:Iteration 13Q (108056.280000 sec): 3 clusters
  Score: Raw -142217.072728 + Penalty 2296.324343 = -139920.748385
  nChanged 21
		SP:Iteration 14Q (108056.480000 sec): 3 clusters
  Score: Raw -142247.752823 + Penalty 2296.324343 = -139951.428479
  nChanged 19
		SP:Iteration 15Q (108056.680000 sec): 3 clusters
  Score: Raw -142278.826006 + Penalty 2296.324343 = -139982.501663
  nChanged 19
		SP:Iteration 16Q (108056.850000 sec): 3 clusters
  Score: Raw -142312.658402 + Penalty 2296.324343 = -140016.334058
  nChanged 16
		SP:Iteration 17Q (108057.050000 sec): 3 clusters
  Score: Raw -142334.442249 + Penalty 2296.324343 = -140038.117906
  nChanged 9
		SP:Iteration 18Q (108057.270000 sec): 3 clusters
  Score: Raw -142348.804835 + Penalty 2296.324343 = -140052.480492
  nChanged 5
		SP:Iteration 19Q (108057.430000 sec): 3 clusters
  Score: Raw -142359.184097 + Penalty 2296.324343 = -140062.859754
  nChanged 4
		SP:Iteration 20F (108057.540000 sec): 3 clusters
  Score: Raw -142370.844673 + Penalty 2296.324343 = -140074.520330
  nChanged 4
		SP:Iteration 21Q (108057.680000 sec): 3 clusters
  Score: Raw -142381.873533 + Penalty 2296.324343 = -140085.549190
  nChanged 4
		SP:Iteration 22Q (108057.860000 sec): 3 clusters
  Score: Raw -142383.857632 + Penalty 2296.324343 = -140087.533289
  nChanged 0
		SP:Iteration 23F (108058.000000 sec): 3 clusters
  Score: Raw -142383.857632 + Penalty 2296.324343 = -140087.533289
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108058.140000 sec): 2 clusters
  Score: Raw -680835.287619 + Penalty 1395.432805 = -679439.854814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108058.310000 sec): 3 clusters
  Score: Raw -678024.622642 + Penalty 2790.865610 = -675233.757032
  nChanged 2118
		SP:Iteration 1F (108058.490000 sec): 3 clusters
  Score: Raw -679182.166994 + Penalty 2790.865610 = -676391.301384
  nChanged 352
		SP:Iteration 2F (108058.710000 sec): 3 clusters
  Score: Raw -679353.579078 + Penalty 2790.865610 = -676562.713468
  nChanged 270
		SP:Iteration 3F (108058.910000 sec): 3 clusters
  Score: Raw -679491.103810 + Penalty 2790.865610 = -676700.238201
  nChanged 214
		SP:Iteration 4Q (108059.140000 sec): 3 clusters
  Score: Raw -679592.107684 + Penalty 2790.865610 = -676801.242074
  nChanged 188
		SP:Iteration 5Q (108059.350000 sec): 3 clusters
  Score: Raw -679685.027146 + Penalty 2790.865610 = -676894.161537
  nChanged 179
		SP:Iteration 6Q (108059.520000 sec): 3 clusters
  Score: Raw -679781.466872 + Penalty 2790.865610 = -676990.601263
  nChanged 198
		SP:Iteration 7Q (108059.740000 sec): 3 clusters
  Score: Raw -679883.856054 + Penalty 2790.865610 = -677092.990444
  nChanged 179
		SP:Iteration 8Q (108059.920000 sec): 3 clusters
  Score: Raw -679993.064950 + Penalty 2790.865610 = -677202.199340
  nChanged 216
		SP:Iteration 9Q (108060.120000 sec): 3 clusters
  Score: Raw -680128.821989 + Penalty 2790.865610 = -677337.956379
  nChanged 174
		SP:Iteration 10Q (108060.330000 sec): 3 clusters
  Score: Raw -680255.429075 + Penalty 2790.865610 = -677464.563465
  nChanged 195
		SP:Iteration 11Q (108060.580000 sec): 3 clusters
  Score: Raw -680404.322052 + Penalty 2790.865610 = -677613.456442
  nChanged 187
		SP:Iteration 12Q (108060.790000 sec): 3 clusters
  Score: Raw -680553.293999 + Penalty 2790.865610 = -677762.428389
  nChanged 140
		SP:Iteration 13Q (108061.020000 sec): 3 clusters
  Score: Raw -680681.965289 + Penalty 2790.865610 = -677891.099679
  nChanged 107
		SP:Iteration 14Q (108061.250000 sec): 3 clusters
  Score: Raw -680776.451864 + Penalty 2790.865610 = -677985.586254
  nChanged 57
		SP:Iteration 15Q (108061.470000 sec): 3 clusters
  Score: Raw -680825.092897 + Penalty 2790.865610 = -678034.227288
  nChanged 41
		SP:Iteration 16Q (108061.690000 sec): 3 clusters
  Score: Raw -680856.605043 + Penalty 2790.865610 = -678065.739433
  nChanged 23
		SP:Iteration 17Q (108061.900000 sec): 3 clusters
  Score: Raw -680876.411963 + Penalty 2790.865610 = -678085.546353
  nChanged 20
		SP:Iteration 18Q (108062.100000 sec): 3 clusters
  Score: Raw -680895.259262 + Penalty 2790.865610 = -678104.393653
  nChanged 22
		SP:Iteration 19Q (108062.260000 sec): 3 clusters
  Score: Raw -680913.595967 + Penalty 2790.865610 = -678122.730358
  nChanged 12
		SP:Iteration 20F (108062.520000 sec): 3 clusters
  Score: Raw -680925.544675 + Penalty 2790.865610 = -678134.679065
  nChanged 10
		SP:Iteration 21Q (108062.730000 sec): 3 clusters
  Score: Raw -680935.215442 + Penalty 2790.865610 = -678144.349833
  nChanged 10
		SP:Iteration 22Q (108062.970000 sec): 3 clusters
  Score: Raw -680945.846239 + Penalty 2790.865610 = -678154.980629
  nChanged 11
		SP:Iteration 23Q (108063.130000 sec): 3 clusters
  Score: Raw -680956.807154 + Penalty 2790.865610 = -678165.941544
  nChanged 8
		SP:Iteration 24Q (108063.330000 sec): 3 clusters
  Score: Raw -680966.936386 + Penalty 2790.865610 = -678176.070776
  nChanged 3
		SP:Iteration 25Q (108063.520000 sec): 3 clusters
  Score: Raw -680970.751400 + Penalty 2790.865610 = -678179.885790
  nChanged 2
		SP:Iteration 26Q (108063.740000 sec): 3 clusters
  Score: Raw -680972.662648 + Penalty 2790.865610 = -678181.797038
  nChanged 1
		SP:Iteration 27Q (108063.930000 sec): 3 clusters
  Score: Raw -680974.344911 + Penalty 2790.865610 = -678183.479301
  nChanged 0
		SP:Iteration 28F (108064.120000 sec): 3 clusters
  Score: Raw -680974.344911 + Penalty 2790.865610 = -678183.479301
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108064.330000 sec): 2 clusters
  Score: Raw -1336947.696468 + Penalty 1521.998859 = -1335425.697609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108064.560000 sec): 3 clusters
  Score: Raw -1330276.896521 + Penalty 3043.997718 = -1327232.898804
  nChanged 5105
		SP:Iteration 1F (108064.800000 sec): 3 clusters
  Score: Raw -1333164.836057 + Penalty 3043.997718 = -1330120.838340
  nChanged 756
		SP:Iteration 2F (108065.080000 sec): 3 clusters
  Score: Raw -1333533.864249 + Penalty 3043.997718 = -1330489.866532
  nChanged 668
		SP:Iteration 3F (108065.320000 sec): 3 clusters
  Score: Raw -1333878.562841 + Penalty 3043.997718 = -1330834.565124
  nChanged 628
		SP:Iteration 4F (108065.560000 sec): 3 clusters
  Score: Raw -1334233.434614 + Penalty 3043.997718 = -1331189.436897
  nChanged 626
		SP:Iteration 5F (108065.850000 sec): 3 clusters
  Score: Raw -1334612.886750 + Penalty 3043.997718 = -1331568.889033
  nChanged 618
		SP:Iteration 6F (108066.130000 sec): 3 clusters
  Score: Raw -1335035.679345 + Penalty 3043.997718 = -1331991.681628
  nChanged 636
		SP:Iteration 7F (108066.410000 sec): 3 clusters
  Score: Raw -1335447.127141 + Penalty 3043.997718 = -1332403.129424
  nChanged 526
		SP:Iteration 8Q (108066.670000 sec): 3 clusters
  Score: Raw -1335808.160273 + Penalty 3043.997718 = -1332764.162555
  nChanged 512
		SP:Iteration 9Q (108066.920000 sec): 3 clusters
  Score: Raw -1336159.194860 + Penalty 3043.997718 = -1333115.197142
  nChanged 440
		SP:Iteration 10Q (108067.210000 sec): 3 clusters
  Score: Raw -1336432.440823 + Penalty 3043.997718 = -1333388.443105
  nChanged 335
		SP:Iteration 11Q (108067.410000 sec): 3 clusters
  Score: Raw -1336616.452983 + Penalty 3043.997718 = -1333572.455266
  nChanged 241
		SP:Iteration 12Q (108067.730000 sec): 3 clusters
  Score: Raw -1336728.960648 + Penalty 3043.997718 = -1333684.962930
  nChanged 194
		SP:Iteration 13Q (108067.980000 sec): 3 clusters
  Score: Raw -1336805.016455 + Penalty 3043.997718 = -1333761.018737
  nChanged 146
		SP:Iteration 14Q (108068.310000 sec): 3 clusters
  Score: Raw -1336851.224579 + Penalty 3043.997718 = -1333807.226862
  nChanged 116
		SP:Iteration 15Q (108068.570000 sec): 3 clusters
  Score: Raw -1336887.047313 + Penalty 3043.997718 = -1333843.049595
  nChanged 89
		SP:Iteration 16Q (108068.840000 sec): 3 clusters
  Score: Raw -1336910.398878 + Penalty 3043.997718 = -1333866.401161
  nChanged 68
		SP:Iteration 17Q (108069.020000 sec): 3 clusters
  Score: Raw -1336923.603608 + Penalty 3043.997718 = -1333879.605890
  nChanged 55
		SP:Iteration 18Q (108069.240000 sec): 3 clusters
  Score: Raw -1336932.369471 + Penalty 3043.997718 = -1333888.371753
  nChanged 38
		SP:Iteration 19Q (108069.500000 sec): 3 clusters
  Score: Raw -1336937.089697 + Penalty 3043.997718 = -1333893.091979
  nChanged 20
		SP:Iteration 20F (108069.750000 sec): 3 clusters
  Score: Raw -1336939.921265 + Penalty 3043.997718 = -1333895.923547
  nChanged 25
		SP:Iteration 21Q (108069.990000 sec): 3 clusters
  Score: Raw -1336943.384198 + Penalty 3043.997718 = -1333899.386480
  nChanged 20
		SP:Iteration 22Q (108070.250000 sec): 3 clusters
  Score: Raw -1336946.112723 + Penalty 3043.997718 = -1333902.115005
  nChanged 24
		SP:Iteration 23Q (108070.530000 sec): 3 clusters
  Score: Raw -1336949.105665 + Penalty 3043.997718 = -1333905.107947
  nChanged 15
		SP:Iteration 24Q (108070.780000 sec): 3 clusters
  Score: Raw -1336950.733741 + Penalty 3043.997718 = -1333906.736023
  nChanged 14
		SP:Iteration 25Q (108071.000000 sec): 3 clusters
  Score: Raw -1336952.211663 + Penalty 3043.997718 = -1333908.213945
  nChanged 16
		SP:Iteration 26Q (108071.280000 sec): 3 clusters
  Score: Raw -1336954.607953 + Penalty 3043.997718 = -1333910.610235
  nChanged 21
		SP:Iteration 27Q (108071.530000 sec): 3 clusters
  Score: Raw -1336957.152491 + Penalty 3043.997718 = -1333913.154774
  nChanged 16
		SP:Iteration 28Q (108071.830000 sec): 3 clusters
  Score: Raw -1336958.760454 + Penalty 3043.997718 = -1333914.762737
  nChanged 13
		SP:Iteration 29Q (108072.130000 sec): 3 clusters
  Score: Raw -1336960.123148 + Penalty 3043.997718 = -1333916.125431
  nChanged 12
		SP:Iteration 30Q (108072.390000 sec): 3 clusters
  Score: Raw -1336961.495397 + Penalty 3043.997718 = -1333917.497679
  nChanged 13
		SP:Iteration 31Q (108072.620000 sec): 3 clusters
  Score: Raw -1336963.162408 + Penalty 3043.997718 = -1333919.164690
  nChanged 15
		SP:Iteration 32Q (108072.890000 sec): 3 clusters
  Score: Raw -1336965.521458 + Penalty 3043.997718 = -1333921.523741
  nChanged 12
		SP:Iteration 33Q (108073.140000 sec): 3 clusters
  Score: Raw -1336966.426837 + Penalty 3043.997718 = -1333922.429120
  nChanged 5
		SP:Iteration 34Q (108073.330000 sec): 3 clusters
  Score: Raw -1336967.002948 + Penalty 3043.997718 = -1333923.005230
  nChanged 8
		SP:Iteration 35Q (108073.530000 sec): 3 clusters
  Score: Raw -1336967.793071 + Penalty 3043.997718 = -1333923.795353
  nChanged 6
		SP:Iteration 36Q (108073.750000 sec): 3 clusters
  Score: Raw -1336968.496380 + Penalty 3043.997718 = -1333924.498663
  nChanged 4
		SP:Iteration 37Q (108073.950000 sec): 3 clusters
  Score: Raw -1336968.820607 + Penalty 3043.997718 = -1333924.822889
  nChanged 4
		SP:Iteration 38Q (108074.220000 sec): 3 clusters
  Score: Raw -1336969.203027 + Penalty 3043.997718 = -1333925.205309
  nChanged 3
		SP:Iteration 39Q (108074.450000 sec): 3 clusters
  Score: Raw -1336969.346230 + Penalty 3043.997718 = -1333925.348512
  nChanged 1
		SP:Iteration 40F (108074.760000 sec): 3 clusters
  Score: Raw -1336969.444267 + Penalty 3043.997718 = -1333925.446550
  nChanged 2
		SP:Iteration 41Q (108075.050000 sec): 3 clusters
  Score: Raw -1336969.539305 + Penalty 3043.997718 = -1333925.541588
  nChanged 1
		SP:Iteration 42Q (108075.280000 sec): 3 clusters
  Score: Raw -1336969.573395 + Penalty 3043.997718 = -1333925.575677
  nChanged 0
		SP:Iteration 43F (108075.530000 sec): 3 clusters
  Score: Raw -1336969.573395 + Penalty 3043.997718 = -1333925.575677
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (29762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108075.810000 sec): 2 clusters
  Score: Raw -3642226.344076 + Penalty 1673.910500 = -3640552.433576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108076.130000 sec): 3 clusters
  Score: Raw -3623827.424954 + Penalty 3347.821000 = -3620479.603954
  nChanged 13745
		SP:Iteration 1F (108076.500000 sec): 3 clusters
  Score: Raw -3631958.408341 + Penalty 3347.821000 = -3628610.587341
  nChanged 1881
		SP:Iteration 2F (108076.860000 sec): 3 clusters
  Score: Raw -3632977.641926 + Penalty 3347.821000 = -3629629.820926
  nChanged 2147
		SP:Iteration 3F (108077.240000 sec): 3 clusters
  Score: Raw -3634371.340159 + Penalty 3347.821000 = -3631023.519159
  nChanged 2273
		SP:Iteration 4F (108077.590000 sec): 3 clusters
  Score: Raw -3635939.554369 + Penalty 3347.821000 = -3632591.733370
  nChanged 2074
		SP:Iteration 5F (108077.910000 sec): 3 clusters
  Score: Raw -3637329.534898 + Penalty 3347.821000 = -3633981.713898
  nChanged 1760
		SP:Iteration 6F (108078.230000 sec): 3 clusters
  Score: Raw -3638409.008137 + Penalty 3347.821000 = -3635061.187137
  nChanged 1348
		SP:Iteration 7Q (108078.650000 sec): 3 clusters
  Score: Raw -3639200.101688 + Penalty 3347.821000 = -3635852.280688
  nChanged 1123
		SP:Iteration 8Q (108079.010000 sec): 3 clusters
  Score: Raw -3639848.366714 + Penalty 3347.821000 = -3636500.545714
  nChanged 893
		SP:Iteration 9Q (108079.380000 sec): 3 clusters
  Score: Raw -3640368.517541 + Penalty 3347.821000 = -3637020.696542
  nChanged 769
		SP:Iteration 10Q (108079.680000 sec): 3 clusters
  Score: Raw -3640836.341985 + Penalty 3347.821000 = -3637488.520985
  nChanged 633
		SP:Iteration 11Q (108079.980000 sec): 3 clusters
  Score: Raw -3641234.789007 + Penalty 3347.821000 = -3637886.968008
  nChanged 518
		SP:Iteration 12Q (108080.310000 sec): 3 clusters
  Score: Raw -3641556.421793 + Penalty 3347.821000 = -3638208.600793
  nChanged 412
		SP:Iteration 13Q (108080.630000 sec): 3 clusters
  Score: Raw -3641808.870375 + Penalty 3347.821000 = -3638461.049376
  nChanged 311
		SP:Iteration 14Q (108080.960000 sec): 3 clusters
  Score: Raw -3642011.023519 + Penalty 3347.821000 = -3638663.202519
  nChanged 235
		SP:Iteration 15Q (108081.260000 sec): 3 clusters
  Score: Raw -3642158.213711 + Penalty 3347.821000 = -3638810.392711
  nChanged 143
		SP:Iteration 16Q (108081.570000 sec): 3 clusters
  Score: Raw -3642250.503406 + Penalty 3347.821000 = -3638902.682406
  nChanged 108
		SP:Iteration 17Q (108081.920000 sec): 3 clusters
  Score: Raw -3642318.043748 + Penalty 3347.821000 = -3638970.222749
  nChanged 79
		SP:Iteration 18Q (108082.240000 sec): 3 clusters
  Score: Raw -3642373.153881 + Penalty 3347.821000 = -3639025.332881
  nChanged 68
		SP:Iteration 19Q (108082.540000 sec): 3 clusters
  Score: Raw -3642411.781310 + Penalty 3347.821000 = -3639063.960311
  nChanged 38
		SP:Iteration 20F (108082.850000 sec): 3 clusters
  Score: Raw -3642436.122734 + Penalty 3347.821000 = -3639088.301734
  nChanged 32
		SP:Iteration 21Q (108083.220000 sec): 3 clusters
  Score: Raw -3642457.403780 + Penalty 3347.821000 = -3639109.582780
  nChanged 34
		SP:Iteration 22Q (108083.530000 sec): 3 clusters
  Score: Raw -3642480.704192 + Penalty 3347.821000 = -3639132.883192
  nChanged 31
		SP:Iteration 23Q (108083.910000 sec): 3 clusters
  Score: Raw -3642500.874280 + Penalty 3347.821000 = -3639153.053281
  nChanged 13
		SP:Iteration 24Q (108084.260000 sec): 3 clusters
  Score: Raw -3642509.153051 + Penalty 3347.821000 = -3639161.332051
  nChanged 13
		SP:Iteration 25Q (108084.570000 sec): 3 clusters
  Score: Raw -3642517.734665 + Penalty 3347.821000 = -3639169.913665
  nChanged 11
		SP:Iteration 26Q (108084.860000 sec): 3 clusters
  Score: Raw -3642523.612370 + Penalty 3347.821000 = -3639175.791370
  nChanged 6
		SP:Iteration 27Q (108085.170000 sec): 3 clusters
  Score: Raw -3642528.101409 + Penalty 3347.821000 = -3639180.280409
  nChanged 7
		SP:Iteration 28Q (108085.430000 sec): 3 clusters
  Score: Raw -3642531.812481 + Penalty 3347.821000 = -3639183.991481
  nChanged 6
		SP:Iteration 29Q (108085.780000 sec): 3 clusters
  Score: Raw -3642535.340577 + Penalty 3347.821000 = -3639187.519578
  nChanged 5
		SP:Iteration 30Q (108086.120000 sec): 3 clusters
  Score: Raw -3642536.803052 + Penalty 3347.821000 = -3639188.982053
  nChanged 1
		SP:Iteration 31Q (108086.440000 sec): 3 clusters
  Score: Raw -3642537.847081 + Penalty 3347.821000 = -3639190.026082
  nChanged 4
		SP:Iteration 32Q (108086.760000 sec): 3 clusters
  Score: Raw -3642539.772306 + Penalty 3347.821000 = -3639191.951306
  nChanged 2
		SP:Iteration 33Q (108087.110000 sec): 3 clusters
  Score: Raw -3642540.514241 + Penalty 3347.821000 = -3639192.693241
  nChanged 3
		SP:Iteration 34Q (108087.400000 sec): 3 clusters
  Score: Raw -3642542.980002 + Penalty 3347.821000 = -3639195.159003
  nChanged 2
		SP:Iteration 35Q (108087.740000 sec): 3 clusters
  Score: Raw -3642543.654767 + Penalty 3347.821000 = -3639195.833768
  nChanged 0
		SP:Iteration 36F (108088.050000 sec): 3 clusters
  Score: Raw -3642543.654767 + Penalty 3347.821000 = -3639195.833768
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (23106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108088.240000 sec): 2 clusters
  Score: Raw -2724058.298805 + Penalty 1632.775235 = -2722425.523569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108088.560000 sec): 3 clusters
  Score: Raw -2710043.465888 + Penalty 3265.550471 = -2706777.915417
  nChanged 10499
		SP:Iteration 1F (108088.860000 sec): 3 clusters
  Score: Raw -2715989.443256 + Penalty 3265.550471 = -2712723.892785
  nChanged 1192
		SP:Iteration 2F (108089.190000 sec): 3 clusters
  Score: Raw -2716472.949139 + Penalty 3265.550471 = -2713207.398668
  nChanged 1152
		SP:Iteration 3Q (108089.470000 sec): 3 clusters
  Score: Raw -2716930.591878 + Penalty 3265.550471 = -2713665.041407
  nChanged 1076
		SP:Iteration 4Q (108089.790000 sec): 3 clusters
  Score: Raw -2717374.921454 + Penalty 3265.550471 = -2714109.370983
  nChanged 1061
		SP:Iteration 5Q (108090.090000 sec): 3 clusters
  Score: Raw -2717827.161562 + Penalty 3265.550471 = -2714561.611091
  nChanged 1128
		SP:Iteration 6Q (108090.360000 sec): 3 clusters
  Score: Raw -2718346.364859 + Penalty 3265.550471 = -2715080.814388
  nChanged 1109
		SP:Iteration 7Q (108090.680000 sec): 3 clusters
  Score: Raw -2718859.379560 + Penalty 3265.550471 = -2715593.829089
  nChanged 1076
		SP:Iteration 8Q (108090.970000 sec): 3 clusters
  Score: Raw -2719390.093456 + Penalty 3265.550471 = -2716124.542985
  nChanged 1028
		SP:Iteration 9Q (108091.260000 sec): 3 clusters
  Score: Raw -2719957.497042 + Penalty 3265.550471 = -2716691.946571
  nChanged 1043
		SP:Iteration 10Q (108091.550000 sec): 3 clusters
  Score: Raw -2720601.532949 + Penalty 3265.550471 = -2717335.982478
  nChanged 999
		SP:Iteration 11Q (108091.830000 sec): 3 clusters
  Score: Raw -2721306.430372 + Penalty 3265.550471 = -2718040.879901
  nChanged 917
		SP:Iteration 12Q (108092.100000 sec): 3 clusters
  Score: Raw -2721987.707833 + Penalty 3265.550471 = -2718722.157362
  nChanged 876
		SP:Iteration 13Q (108092.350000 sec): 3 clusters
  Score: Raw -2722621.438766 + Penalty 3265.550471 = -2719355.888295
  nChanged 702
		SP:Iteration 14Q (108092.630000 sec): 3 clusters
  Score: Raw -2723135.936552 + Penalty 3265.550471 = -2719870.386081
  nChanged 567
		SP:Iteration 15Q (108092.960000 sec): 3 clusters
  Score: Raw -2723522.254366 + Penalty 3265.550471 = -2720256.703895
  nChanged 429
		SP:Iteration 16Q (108093.270000 sec): 3 clusters
  Score: Raw -2723797.715981 + Penalty 3265.550471 = -2720532.165510
  nChanged 356
		SP:Iteration 17Q (108093.680000 sec): 3 clusters
  Score: Raw -2724026.391144 + Penalty 3265.550471 = -2720760.840673
  nChanged 326
		SP:Iteration 18Q (108093.930000 sec): 3 clusters
  Score: Raw -2724228.572082 + Penalty 3265.550471 = -2720963.021611
  nChanged 254
		SP:Iteration 19Q (108094.190000 sec): 3 clusters
  Score: Raw -2724379.872160 + Penalty 3265.550471 = -2721114.321689
  nChanged 214
		SP:Iteration 20F (108094.430000 sec): 3 clusters
  Score: Raw -2724491.812550 + Penalty 3265.550471 = -2721226.262079
  nChanged 161
		SP:Iteration 21Q (108094.670000 sec): 3 clusters
  Score: Raw -2724576.843063 + Penalty 3265.550471 = -2721311.292592
  nChanged 123
		SP:Iteration 22Q (108094.950000 sec): 3 clusters
  Score: Raw -2724639.976758 + Penalty 3265.550471 = -2721374.426287
  nChanged 108
		SP:Iteration 23Q (108095.200000 sec): 3 clusters
  Score: Raw -2724692.881085 + Penalty 3265.550471 = -2721427.330614
  nChanged 88
		SP:Iteration 24Q (108095.520000 sec): 3 clusters
  Score: Raw -2724733.355917 + Penalty 3265.550471 = -2721467.805446
  nChanged 78
		SP:Iteration 25Q (108095.770000 sec): 3 clusters
  Score: Raw -2724767.535563 + Penalty 3265.550471 = -2721501.985092
  nChanged 71
		SP:Iteration 26Q (108096.060000 sec): 3 clusters
  Score: Raw -2724795.960440 + Penalty 3265.550471 = -2721530.409969
  nChanged 63
		SP:Iteration 27Q (108096.290000 sec): 3 clusters
  Score: Raw -2724825.703725 + Penalty 3265.550471 = -2721560.153254
  nChanged 52
		SP:Iteration 28Q (108096.600000 sec): 3 clusters
  Score: Raw -2724849.473535 + Penalty 3265.550471 = -2721583.923064
  nChanged 56
		SP:Iteration 29Q (108096.950000 sec): 3 clusters
  Score: Raw -2724871.831307 + Penalty 3265.550471 = -2721606.280836
  nChanged 35
		SP:Iteration 30Q (108097.240000 sec): 3 clusters
  Score: Raw -2724884.549826 + Penalty 3265.550471 = -2721618.999355
  nChanged 24
		SP:Iteration 31Q (108097.520000 sec): 3 clusters
  Score: Raw -2724896.134234 + Penalty 3265.550471 = -2721630.583763
  nChanged 21
		SP:Iteration 32Q (108097.790000 sec): 3 clusters
  Score: Raw -2724904.594443 + Penalty 3265.550471 = -2721639.043972
  nChanged 15
		SP:Iteration 33Q (108098.080000 sec): 3 clusters
  Score: Raw -2724909.525719 + Penalty 3265.550471 = -2721643.975248
  nChanged 12
		SP:Iteration 34Q (108098.370000 sec): 3 clusters
  Score: Raw -2724914.345153 + Penalty 3265.550471 = -2721648.794682
  nChanged 8
		SP:Iteration 35Q (108098.620000 sec): 3 clusters
  Score: Raw -2724917.183207 + Penalty 3265.550471 = -2721651.632736
  nChanged 7
		SP:Iteration 36Q (108098.860000 sec): 3 clusters
  Score: Raw -2724919.457876 + Penalty 3265.550471 = -2721653.907405
  nChanged 6
		SP:Iteration 37Q (108099.070000 sec): 3 clusters
  Score: Raw -2724921.550775 + Penalty 3265.550471 = -2721656.000304
  nChanged 7
		SP:Iteration 38Q (108099.290000 sec): 3 clusters
  Score: Raw -2724923.710402 + Penalty 3265.550471 = -2721658.159931
  nChanged 2
		SP:Iteration 39Q (108099.550000 sec): 3 clusters
  Score: Raw -2724924.422582 + Penalty 3265.550471 = -2721658.872111
  nChanged 1
		SP:Iteration 40F (108099.840000 sec): 3 clusters
  Score: Raw -2724924.724395 + Penalty 3265.550471 = -2721659.173924
  nChanged 3
		SP:Iteration 41Q (108100.120000 sec): 3 clusters
  Score: Raw -2724926.262310 + Penalty 3265.550471 = -2721660.711839
  nChanged 4
		SP:Iteration 42Q (108100.390000 sec): 3 clusters
  Score: Raw -2724928.787774 + Penalty 3265.550471 = -2721663.237303
  nChanged 7
		SP:Iteration 43Q (108100.670000 sec): 3 clusters
  Score: Raw -2724932.030919 + Penalty 3265.550471 = -2721666.480448
  nChanged 12
		SP:Iteration 44Q (108100.940000 sec): 3 clusters
  Score: Raw -2724937.111226 + Penalty 3265.550471 = -2721671.560755
  nChanged 12
		SP:Iteration 45Q (108101.260000 sec): 3 clusters
  Score: Raw -2724942.055415 + Penalty 3265.550471 = -2721676.504944
  nChanged 11
		SP:Iteration 46Q (108101.540000 sec): 3 clusters
  Score: Raw -2724946.683547 + Penalty 3265.550471 = -2721681.133076
  nChanged 8
		SP:Iteration 47Q (108101.810000 sec): 3 clusters
  Score: Raw -2724949.451533 + Penalty 3265.550471 = -2721683.901062
  nChanged 6
		SP:Iteration 48Q (108102.120000 sec): 3 clusters
  Score: Raw -2724951.336929 + Penalty 3265.550471 = -2721685.786458
  nChanged 5
		SP:Iteration 49Q (108102.360000 sec): 3 clusters
  Score: Raw -2724952.187052 + Penalty 3265.550471 = -2721686.636581
  nChanged 2
		SP:Iteration 50Q (108102.650000 sec): 3 clusters
  Score: Raw -2724953.120097 + Penalty 3265.550471 = -2721687.569627
  nChanged 2
		SP:Iteration 51Q (108102.910000 sec): 3 clusters
  Score: Raw -2724953.472393 + Penalty 3265.550471 = -2721687.921922
  nChanged 0
		SP:Iteration 52F (108103.170000 sec): 3 clusters
  Score: Raw -2724953.472393 + Penalty 3265.550471 = -2721687.921922
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108103.380000 sec): 2 clusters
  Score: Raw -2105795.452616 + Penalty 1593.785755 = -2104201.666861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108103.650000 sec): 3 clusters
  Score: Raw -2095005.356096 + Penalty 3187.571510 = -2091817.784587
  nChanged 8117
		SP:Iteration 1F (108103.900000 sec): 3 clusters
  Score: Raw -2099670.022475 + Penalty 3187.571510 = -2096482.450965
  nChanged 1041
		SP:Iteration 2F (108104.180000 sec): 3 clusters
  Score: Raw -2100129.202741 + Penalty 3187.571510 = -2096941.631231
  nChanged 964
		SP:Iteration 3F (108104.470000 sec): 3 clusters
  Score: Raw -2100622.558958 + Penalty 3187.571510 = -2097434.987448
  nChanged 956
		SP:Iteration 4F (108104.770000 sec): 3 clusters
  Score: Raw -2101162.772533 + Penalty 3187.571510 = -2097975.201023
  nChanged 1003
		SP:Iteration 5F (108105.130000 sec): 3 clusters
  Score: Raw -2101762.293590 + Penalty 3187.571510 = -2098574.722080
  nChanged 1041
		SP:Iteration 6F (108105.410000 sec): 3 clusters
  Score: Raw -2102437.682706 + Penalty 3187.571510 = -2099250.111196
  nChanged 1045
		SP:Iteration 7F (108105.700000 sec): 3 clusters
  Score: Raw -2103168.166756 + Penalty 3187.571510 = -2099980.595247
  nChanged 1023
		SP:Iteration 8F (108105.980000 sec): 3 clusters
  Score: Raw -2103895.978827 + Penalty 3187.571510 = -2100708.407317
  nChanged 857
		SP:Iteration 9Q (108106.270000 sec): 3 clusters
  Score: Raw -2104403.920569 + Penalty 3187.571510 = -2101216.349059
  nChanged 612
		SP:Iteration 10Q (108106.530000 sec): 3 clusters
  Score: Raw -2104684.005331 + Penalty 3187.571510 = -2101496.433821
  nChanged 404
		SP:Iteration 11Q (108106.860000 sec): 3 clusters
  Score: Raw -2104851.401628 + Penalty 3187.571510 = -2101663.830118
  nChanged 331
		SP:Iteration 12Q (108107.160000 sec): 3 clusters
  Score: Raw -2104985.237851 + Penalty 3187.571510 = -2101797.666341
  nChanged 290
		SP:Iteration 13Q (108107.440000 sec): 3 clusters
  Score: Raw -2105117.863096 + Penalty 3187.571510 = -2101930.291586
  nChanged 283
		SP:Iteration 14Q (108107.740000 sec): 3 clusters
  Score: Raw -2105258.059913 + Penalty 3187.571510 = -2102070.488404
  nChanged 285
		SP:Iteration 15Q (108107.980000 sec): 3 clusters
  Score: Raw -2105422.916529 + Penalty 3187.571510 = -2102235.345019
  nChanged 312
		SP:Iteration 16Q (108108.310000 sec): 3 clusters
  Score: Raw -2105623.399213 + Penalty 3187.571510 = -2102435.827704
  nChanged 322
		SP:Iteration 17Q (108108.540000 sec): 3 clusters
  Score: Raw -2105833.074928 + Penalty 3187.571510 = -2102645.503418
  nChanged 300
		SP:Iteration 18Q (108108.820000 sec): 3 clusters
  Score: Raw -2106000.194622 + Penalty 3187.571510 = -2102812.623112
  nChanged 247
		SP:Iteration 19Q (108109.090000 sec): 3 clusters
  Score: Raw -2106113.798619 + Penalty 3187.571510 = -2102926.227109
  nChanged 200
		SP:Iteration 20F (108109.450000 sec): 3 clusters
  Score: Raw -2106197.270418 + Penalty 3187.571510 = -2103009.698909
  nChanged 176
		SP:Iteration 21Q (108109.730000 sec): 3 clusters
  Score: Raw -2106265.557410 + Penalty 3187.571510 = -2103077.985901
  nChanged 141
		SP:Iteration 22Q (108110.030000 sec): 3 clusters
  Score: Raw -2106317.113905 + Penalty 3187.571510 = -2103129.542395
  nChanged 141
		SP:Iteration 23Q (108110.340000 sec): 3 clusters
  Score: Raw -2106372.387288 + Penalty 3187.571510 = -2103184.815779
  nChanged 124
		SP:Iteration 24Q (108110.630000 sec): 3 clusters
  Score: Raw -2106415.103802 + Penalty 3187.571510 = -2103227.532292
  nChanged 110
		SP:Iteration 25Q (108110.890000 sec): 3 clusters
  Score: Raw -2106450.841016 + Penalty 3187.571510 = -2103263.269507
  nChanged 91
		SP:Iteration 26Q (108111.190000 sec): 3 clusters
  Score: Raw -2106480.867439 + Penalty 3187.571510 = -2103293.295929
  nChanged 80
		SP:Iteration 27Q (108111.450000 sec): 3 clusters
  Score: Raw -2106502.396382 + Penalty 3187.571510 = -2103314.824873
  nChanged 73
		SP:Iteration 28Q (108111.710000 sec): 3 clusters
  Score: Raw -2106518.203194 + Penalty 3187.571510 = -2103330.631684
  nChanged 62
		SP:Iteration 29Q (108112.020000 sec): 3 clusters
  Score: Raw -2106529.193806 + Penalty 3187.571510 = -2103341.622296
  nChanged 42
		SP:Iteration 30Q (108112.300000 sec): 3 clusters
  Score: Raw -2106536.140905 + Penalty 3187.571510 = -2103348.569396
  nChanged 41
		SP:Iteration 31Q (108112.570000 sec): 3 clusters
  Score: Raw -2106542.486497 + Penalty 3187.571510 = -2103354.914988
  nChanged 35
		SP:Iteration 32Q (108112.790000 sec): 3 clusters
  Score: Raw -2106548.013123 + Penalty 3187.571510 = -2103360.441613
  nChanged 29
		SP:Iteration 33Q (108113.020000 sec): 3 clusters
  Score: Raw -2106553.677209 + Penalty 3187.571510 = -2103366.105699
  nChanged 29
		SP:Iteration 34Q (108113.270000 sec): 3 clusters
  Score: Raw -2106557.379956 + Penalty 3187.571510 = -2103369.808446
  nChanged 17
		SP:Iteration 35Q (108113.630000 sec): 3 clusters
  Score: Raw -2106559.755220 + Penalty 3187.571510 = -2103372.183710
  nChanged 23
		SP:Iteration 36Q (108113.950000 sec): 3 clusters
  Score: Raw -2106563.367763 + Penalty 3187.571510 = -2103375.796253
  nChanged 28
		SP:Iteration 37Q (108114.250000 sec): 3 clusters
  Score: Raw -2106567.902869 + Penalty 3187.571510 = -2103380.331359
  nChanged 28
		SP:Iteration 38Q (108114.510000 sec): 3 clusters
  Score: Raw -2106573.157181 + Penalty 3187.571510 = -2103385.585672
  nChanged 26
		SP:Iteration 39Q (108114.780000 sec): 3 clusters
  Score: Raw -2106578.310188 + Penalty 3187.571510 = -2103390.738679
  nChanged 22
		SP:Iteration 40F (108115.060000 sec): 3 clusters
  Score: Raw -2106581.965166 + Penalty 3187.571510 = -2103394.393656
  nChanged 24
		SP:Iteration 41Q (108115.390000 sec): 3 clusters
  Score: Raw -2106585.000756 + Penalty 3187.571510 = -2103397.429247
  nChanged 21
		SP:Iteration 42Q (108115.670000 sec): 3 clusters
  Score: Raw -2106587.406455 + Penalty 3187.571510 = -2103399.834945
  nChanged 15
		SP:Iteration 43Q (108115.960000 sec): 3 clusters
  Score: Raw -2106589.139745 + Penalty 3187.571510 = -2103401.568235
  nChanged 14
		SP:Iteration 44Q (108116.230000 sec): 3 clusters
  Score: Raw -2106590.838003 + Penalty 3187.571510 = -2103403.266493
  nChanged 10
		SP:Iteration 45Q (108116.570000 sec): 3 clusters
  Score: Raw -2106591.998629 + Penalty 3187.571510 = -2103404.427119
  nChanged 9
		SP:Iteration 46Q (108116.810000 sec): 3 clusters
  Score: Raw -2106592.907343 + Penalty 3187.571510 = -2103405.335833
  nChanged 5
		SP:Iteration 47Q (108117.110000 sec): 3 clusters
  Score: Raw -2106593.410013 + Penalty 3187.571510 = -2103405.838503
  nChanged 9
		SP:Iteration 48Q (108117.370000 sec): 3 clusters
  Score: Raw -2106594.138595 + Penalty 3187.571510 = -2103406.567086
  nChanged 7
		SP:Iteration 49Q (108117.690000 sec): 3 clusters
  Score: Raw -2106594.659354 + Penalty 3187.571510 = -2103407.087844
  nChanged 5
		SP:Iteration 50Q (108117.930000 sec): 3 clusters
  Score: Raw -2106595.147125 + Penalty 3187.571510 = -2103407.575615
  nChanged 3
		SP:Iteration 51Q (108118.210000 sec): 3 clusters
  Score: Raw -2106595.509302 + Penalty 3187.571510 = -2103407.937792
  nChanged 5
		SP:Iteration 52Q (108118.480000 sec): 3 clusters
  Score: Raw -2106596.110205 + Penalty 3187.571510 = -2103408.538696
  nChanged 4
		SP:Iteration 53Q (108118.800000 sec): 3 clusters
  Score: Raw -2106596.338674 + Penalty 3187.571510 = -2103408.767164
  nChanged 3
		SP:Iteration 54Q (108119.150000 sec): 3 clusters
  Score: Raw -2106596.546148 + Penalty 3187.571510 = -2103408.974639
  nChanged 2
		SP:Iteration 55Q (108119.430000 sec): 3 clusters
  Score: Raw -2106596.644107 + Penalty 3187.571510 = -2103409.072597
  nChanged 2
		SP:Iteration 56Q (108119.800000 sec): 3 clusters
  Score: Raw -2106596.821234 + Penalty 3187.571510 = -2103409.249724
  nChanged 2
		SP:Iteration 57Q (108120.060000 sec): 3 clusters
  Score: Raw -2106596.921535 + Penalty 3187.571510 = -2103409.350025
  nChanged 2
		SP:Iteration 58Q (108120.310000 sec): 3 clusters
  Score: Raw -2106597.049079 + Penalty 3187.571510 = -2103409.477569
  nChanged 3
		SP:Iteration 59Q (108120.570000 sec): 3 clusters
  Score: Raw -2106597.260498 + Penalty 3187.571510 = -2103409.688989
  nChanged 0
		SP:Iteration 60F (108120.830000 sec): 3 clusters
  Score: Raw -2106597.260498 + Penalty 3187.571510 = -2103409.688989
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108120.970000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108121.150000 sec): 3 clusters
  Score: Raw -59141.392999 + Penalty 2040.519463 = -57100.873536
  nChanged 146
		SP:Iteration 1F (108121.330000 sec): 3 clusters
  Score: Raw -59358.671667 + Penalty 2040.519463 = -57318.152204
  nChanged 31
		SP:Iteration 2F (108121.550000 sec): 3 clusters
  Score: Raw -59426.575118 + Penalty 2040.519463 = -57386.055655
  nChanged 17
		SP:Iteration 3Q (108121.700000 sec): 3 clusters
  Score: Raw -59461.394888 + Penalty 2040.519463 = -57420.875425
  nChanged 11
		SP:Iteration 4Q (108121.800000 sec): 3 clusters
  Score: Raw -59485.487204 + Penalty 2040.519463 = -57444.967741
  nChanged 6
		SP:Iteration 5Q (108121.950000 sec): 3 clusters
  Score: Raw -59503.849238 + Penalty 2040.519463 = -57463.329776
  nChanged 6
		SP:Iteration 6Q (108122.100000 sec): 3 clusters
  Score: Raw -59514.400101 + Penalty 2040.519463 = -57473.880638
  nChanged 6
		SP:Iteration 7Q (108122.190000 sec): 3 clusters
  Score: Raw -59520.013433 + Penalty 2040.519463 = -57479.493970
  nChanged 0
		SP:Iteration 8F (108122.380000 sec): 3 clusters
  Score: Raw -59520.013433 + Penalty 2040.519463 = -57479.493970
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (62001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108122.780000 sec): 2 clusters
  Score: Raw -7251710.585666 + Penalty 1793.172191 = -7249917.413475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108123.280000 sec): 3 clusters
  Score: Raw -7212033.520427 + Penalty 3586.344383 = -7208447.176044
  nChanged 29334
		SP:Iteration 1F (108123.750000 sec): 3 clusters
  Score: Raw -7228657.995294 + Penalty 3586.344383 = -7225071.650911
  nChanged 2400
		SP:Iteration 2Q (108124.330000 sec): 3 clusters
  Score: Raw -7229420.287101 + Penalty 3586.344383 = -7225833.942718
  nChanged 2939
		SP:Iteration 3Q (108124.950000 sec): 3 clusters
  Score: Raw -7230695.891640 + Penalty 3586.344383 = -7227109.547258
  nChanged 3850
		SP:Iteration 4F (108125.470000 sec): 3 clusters
  Score: Raw -7232975.176549 + Penalty 3586.344383 = -7229388.832166
  nChanged 4995
		SP:Iteration 5F (108125.950000 sec): 3 clusters
  Score: Raw -7236819.418640 + Penalty 3586.344383 = -7233233.074258
  nChanged 5524
		SP:Iteration 6F (108126.410000 sec): 3 clusters
  Score: Raw -7241916.372838 + Penalty 3586.344383 = -7238330.028456
  nChanged 4877
		SP:Iteration 7F (108126.900000 sec): 3 clusters
  Score: Raw -7246767.422703 + Penalty 3586.344383 = -7243181.078320
  nChanged 3069
		SP:Iteration 8Q (108127.380000 sec): 3 clusters
  Score: Raw -7249768.861962 + Penalty 3586.344383 = -7246182.517579
  nChanged 1404
		SP:Iteration 9Q (108127.860000 sec): 3 clusters
  Score: Raw -7251123.671341 + Penalty 3586.344383 = -7247537.326958
  nChanged 559
		SP:Iteration 10Q (108128.370000 sec): 3 clusters
  Score: Raw -7251707.907726 + Penalty 3586.344383 = -7248121.563343
  nChanged 238
		SP:Iteration 11Q (108128.800000 sec): 3 clusters
  Score: Raw -7251954.203400 + Penalty 3586.344383 = -7248367.859017
  nChanged 143
		SP:Iteration 12Q (108129.290000 sec): 3 clusters
  Score: Raw -7252068.323025 + Penalty 3586.344383 = -7248481.978642
  nChanged 109
		SP:Iteration 13Q (108129.700000 sec): 3 clusters
  Score: Raw -7252141.133965 + Penalty 3586.344383 = -7248554.789582
  nChanged 76
		SP:Iteration 14Q (108130.080000 sec): 3 clusters
  Score: Raw -7252187.274378 + Penalty 3586.344383 = -7248600.929995
  nChanged 66
		SP:Iteration 15Q (108130.450000 sec): 3 clusters
  Score: Raw -7252235.429722 + Penalty 3586.344383 = -7248649.085340
  nChanged 64
		SP:Iteration 16Q (108130.920000 sec): 3 clusters
  Score: Raw -7252273.422320 + Penalty 3586.344383 = -7248687.077937
  nChanged 42
		SP:Iteration 17Q (108131.380000 sec): 3 clusters
  Score: Raw -7252291.547221 + Penalty 3586.344383 = -7248705.202838
  nChanged 36
		SP:Iteration 18Q (108131.910000 sec): 3 clusters
  Score: Raw -7252307.248394 + Penalty 3586.344383 = -7248720.904012
  nChanged 29
		SP:Iteration 19Q (108132.400000 sec): 3 clusters
  Score: Raw -7252321.536033 + Penalty 3586.344383 = -7248735.191650
  nChanged 23
		SP:Iteration 20F (108132.880000 sec): 3 clusters
  Score: Raw -7252330.927041 + Penalty 3586.344383 = -7248744.582658
  nChanged 20
		SP:Iteration 21Q (108133.360000 sec): 3 clusters
  Score: Raw -7252340.514608 + Penalty 3586.344383 = -7248754.170225
  nChanged 17
		SP:Iteration 22Q (108133.770000 sec): 3 clusters
  Score: Raw -7252349.523283 + Penalty 3586.344383 = -7248763.178900
  nChanged 14
		SP:Iteration 23Q (108134.230000 sec): 3 clusters
  Score: Raw -7252356.801984 + Penalty 3586.344383 = -7248770.457602
  nChanged 18
		SP:Iteration 24Q (108134.700000 sec): 3 clusters
  Score: Raw -7252362.467969 + Penalty 3586.344383 = -7248776.123586
  nChanged 11
		SP:Iteration 25Q (108135.100000 sec): 3 clusters
  Score: Raw -7252366.335130 + Penalty 3586.344383 = -7248779.990747
  nChanged 7
		SP:Iteration 26Q (108135.560000 sec): 3 clusters
  Score: Raw -7252368.109758 + Penalty 3586.344383 = -7248781.765376
  nChanged 5
		SP:Iteration 27Q (108136.010000 sec): 3 clusters
  Score: Raw -7252369.373539 + Penalty 3586.344383 = -7248783.029156
  nChanged 4
		SP:Iteration 28Q (108136.420000 sec): 3 clusters
  Score: Raw -7252370.384643 + Penalty 3586.344383 = -7248784.040261
  nChanged 4
		SP:Iteration 29Q (108136.840000 sec): 3 clusters
  Score: Raw -7252371.899789 + Penalty 3586.344383 = -7248785.555406
  nChanged 3
		SP:Iteration 30Q (108137.290000 sec): 3 clusters
  Score: Raw -7252372.378289 + Penalty 3586.344383 = -7248786.033906
  nChanged 1
		SP:Iteration 31Q (108137.780000 sec): 3 clusters
  Score: Raw -7252372.609687 + Penalty 3586.344383 = -7248786.265304
  nChanged 0
		SP:Iteration 32F (108138.200000 sec): 3 clusters
  Score: Raw -7252372.609687 + Penalty 3586.344383 = -7248786.265304
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (100883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108138.750000 sec): 2 clusters
  Score: Raw -11445419.302081 + Penalty 1872.278965 = -11443547.023116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108139.360000 sec): 3 clusters
  Score: Raw -11379829.071787 + Penalty 3744.557930 = -11376084.513857
  nChanged 48180
		SP:Iteration 1F (108139.990000 sec): 3 clusters
  Score: Raw -11408072.209040 + Penalty 3744.557930 = -11404327.651110
  nChanged 4575
		SP:Iteration 2Q (108140.710000 sec): 3 clusters
  Score: Raw -11410121.386287 + Penalty 3744.557930 = -11406376.828356
  nChanged 5772
		SP:Iteration 3F (108141.470000 sec): 3 clusters
  Score: Raw -11413528.251105 + Penalty 3744.557930 = -11409783.693175
  nChanged 7187
		SP:Iteration 4F (108142.130000 sec): 3 clusters
  Score: Raw -11418805.934416 + Penalty 3744.557930 = -11415061.376486
  nChanged 8218
		SP:Iteration 5F (108142.840000 sec): 3 clusters
  Score: Raw -11425838.448029 + Penalty 3744.557930 = -11422093.890099
  nChanged 7903
		SP:Iteration 6F (108143.490000 sec): 3 clusters
  Score: Raw -11433039.735384 + Penalty 3744.557930 = -11429295.177454
  nChanged 6158
		SP:Iteration 7F (108144.170000 sec): 3 clusters
  Score: Raw -11438713.209503 + Penalty 3744.557930 = -11434968.651573
  nChanged 4023
		SP:Iteration 8Q (108144.810000 sec): 3 clusters
  Score: Raw -11442374.461343 + Penalty 3744.557930 = -11438629.903412
  nChanged 2325
		SP:Iteration 9Q (108145.380000 sec): 3 clusters
  Score: Raw -11444398.169133 + Penalty 3744.557930 = -11440653.611203
  nChanged 1360
		SP:Iteration 10Q (108145.930000 sec): 3 clusters
  Score: Raw -11445535.814244 + Penalty 3744.557930 = -11441791.256314
  nChanged 783
		SP:Iteration 11Q (108146.470000 sec): 3 clusters
  Score: Raw -11446117.446942 + Penalty 3744.557930 = -11442372.889012
  nChanged 471
		SP:Iteration 12Q (108147.050000 sec): 3 clusters
  Score: Raw -11446403.542285 + Penalty 3744.557930 = -11442658.984355
  nChanged 307
		SP:Iteration 13Q (108147.680000 sec): 3 clusters
  Score: Raw -11446542.687435 + Penalty 3744.557930 = -11442798.129504
  nChanged 217
		SP:Iteration 14Q (108148.290000 sec): 3 clusters
  Score: Raw -11446624.310388 + Penalty 3744.557930 = -11442879.752457
  nChanged 140
		SP:Iteration 15Q (108148.890000 sec): 3 clusters
  Score: Raw -11446663.756007 + Penalty 3744.557930 = -11442919.198077
  nChanged 110
		SP:Iteration 16Q (108149.510000 sec): 3 clusters
  Score: Raw -11446697.641721 + Penalty 3744.557930 = -11442953.083791
  nChanged 88
		SP:Iteration 17Q (108150.110000 sec): 3 clusters
  Score: Raw -11446722.139827 + Penalty 3744.557930 = -11442977.581897
  nChanged 78
		SP:Iteration 18Q (108150.690000 sec): 3 clusters
  Score: Raw -11446745.315772 + Penalty 3744.557930 = -11443000.757841
  nChanged 71
		SP:Iteration 19Q (108151.350000 sec): 3 clusters
  Score: Raw -11446763.142868 + Penalty 3744.557930 = -11443018.584937
  nChanged 52
		SP:Iteration 20F (108151.930000 sec): 3 clusters
  Score: Raw -11446774.763807 + Penalty 3744.557930 = -11443030.205876
  nChanged 48
		SP:Iteration 21Q (108152.540000 sec): 3 clusters
  Score: Raw -11446785.169575 + Penalty 3744.557930 = -11443040.611645
  nChanged 46
		SP:Iteration 22Q (108153.140000 sec): 3 clusters
  Score: Raw -11446793.743684 + Penalty 3744.557930 = -11443049.185753
  nChanged 43
		SP:Iteration 23Q (108153.730000 sec): 3 clusters
  Score: Raw -11446803.073153 + Penalty 3744.557930 = -11443058.515222
  nChanged 38
		SP:Iteration 24Q (108154.420000 sec): 3 clusters
  Score: Raw -11446810.396098 + Penalty 3744.557930 = -11443065.838168
  nChanged 29
		SP:Iteration 25Q (108155.000000 sec): 3 clusters
  Score: Raw -11446815.678090 + Penalty 3744.557930 = -11443071.120160
  nChanged 25
		SP:Iteration 26Q (108155.620000 sec): 3 clusters
  Score: Raw -11446820.304543 + Penalty 3744.557930 = -11443075.746613
  nChanged 25
		SP:Iteration 27Q (108156.170000 sec): 3 clusters
  Score: Raw -11446824.955941 + Penalty 3744.557930 = -11443080.398011
  nChanged 27
		SP:Iteration 28Q (108156.750000 sec): 3 clusters
  Score: Raw -11446829.654089 + Penalty 3744.557930 = -11443085.096159
  nChanged 20
		SP:Iteration 29Q (108157.380000 sec): 3 clusters
  Score: Raw -11446833.720570 + Penalty 3744.557930 = -11443089.162640
  nChanged 14
		SP:Iteration 30Q (108157.950000 sec): 3 clusters
  Score: Raw -11446836.541695 + Penalty 3744.557930 = -11443091.983764
  nChanged 17
		SP:Iteration 31Q (108158.600000 sec): 3 clusters
  Score: Raw -11446838.776096 + Penalty 3744.557930 = -11443094.218165
  nChanged 6
		SP:Iteration 32Q (108159.200000 sec): 3 clusters
  Score: Raw -11446839.744271 + Penalty 3744.557930 = -11443095.186341
  nChanged 6
		SP:Iteration 33Q (108159.820000 sec): 3 clusters
  Score: Raw -11446840.563640 + Penalty 3744.557930 = -11443096.005710
  nChanged 2
		SP:Iteration 34Q (108160.410000 sec): 3 clusters
  Score: Raw -11446840.800593 + Penalty 3744.557930 = -11443096.242663
  nChanged 3
		SP:Iteration 35Q (108161.010000 sec): 3 clusters
  Score: Raw -11446841.165708 + Penalty 3744.557930 = -11443096.607778
  nChanged 3
		SP:Iteration 36Q (108161.660000 sec): 3 clusters
  Score: Raw -11446841.761355 + Penalty 3744.557930 = -11443097.203424
  nChanged 4
		SP:Iteration 37Q (108162.240000 sec): 3 clusters
  Score: Raw -11446842.237127 + Penalty 3744.557930 = -11443097.679197
  nChanged 2
		SP:Iteration 38Q (108162.880000 sec): 3 clusters
  Score: Raw -11446842.583224 + Penalty 3744.557930 = -11443098.025294
  nChanged 1
		SP:Iteration 39Q (108163.520000 sec): 3 clusters
  Score: Raw -11446842.671668 + Penalty 3744.557930 = -11443098.113738
  nChanged 0
		SP:Iteration 40F (108164.240000 sec): 3 clusters
  Score: Raw -11446842.671668 + Penalty 3744.557930 = -11443098.113738
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108164.510000 sec): 2 clusters
  Score: Raw -4576837.118694 + Penalty 1711.630218 = -4575125.488476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108164.980000 sec): 3 clusters
  Score: Raw -4553294.380266 + Penalty 3423.260435 = -4549871.119831
  nChanged 17583
		SP:Iteration 1F (108165.410000 sec): 3 clusters
  Score: Raw -4563172.176112 + Penalty 3423.260435 = -4559748.915676
  nChanged 1556
		SP:Iteration 2Q (108165.830000 sec): 3 clusters
  Score: Raw -4563628.608556 + Penalty 3423.260435 = -4560205.348121
  nChanged 1425
		SP:Iteration 3Q (108166.240000 sec): 3 clusters
  Score: Raw -4564056.070694 + Penalty 3423.260435 = -4560632.810258
  nChanged 1349
		SP:Iteration 4Q (108166.690000 sec): 3 clusters
  Score: Raw -4564505.407006 + Penalty 3423.260435 = -4561082.146570
  nChanged 1400
		SP:Iteration 5Q (108167.050000 sec): 3 clusters
  Score: Raw -4565076.268016 + Penalty 3423.260435 = -4561653.007581
  nChanged 1550
		SP:Iteration 6Q (108167.500000 sec): 3 clusters
  Score: Raw -4565799.737658 + Penalty 3423.260435 = -4562376.477223
  nChanged 1683
		SP:Iteration 7Q (108167.980000 sec): 3 clusters
  Score: Raw -4566740.888231 + Penalty 3423.260435 = -4563317.627795
  nChanged 1807
		SP:Iteration 8Q (108168.390000 sec): 3 clusters
  Score: Raw -4567889.615689 + Penalty 3423.260435 = -4564466.355253
  nChanged 1878
		SP:Iteration 9F (108168.760000 sec): 3 clusters
  Score: Raw -4569204.902953 + Penalty 3423.260435 = -4565781.642518
  nChanged 1911
		SP:Iteration 10F (108169.130000 sec): 3 clusters
  Score: Raw -4570573.946071 + Penalty 3423.260435 = -4567150.685636
  nChanged 1839
		SP:Iteration 11Q (108169.540000 sec): 3 clusters
  Score: Raw -4571917.396060 + Penalty 3423.260435 = -4568494.135625
  nChanged 1678
		SP:Iteration 12Q (108169.930000 sec): 3 clusters
  Score: Raw -4573138.069245 + Penalty 3423.260435 = -4569714.808809
  nChanged 1496
		SP:Iteration 13Q (108170.300000 sec): 3 clusters
  Score: Raw -4574225.382784 + Penalty 3423.260435 = -4570802.122348
  nChanged 1289
		SP:Iteration 14Q (108170.600000 sec): 3 clusters
  Score: Raw -4575094.389181 + Penalty 3423.260435 = -4571671.128746
  nChanged 1026
		SP:Iteration 15Q (108171.000000 sec): 3 clusters
  Score: Raw -4575783.344666 + Penalty 3423.260435 = -4572360.084230
  nChanged 805
		SP:Iteration 16Q (108171.410000 sec): 3 clusters
  Score: Raw -4576276.960096 + Penalty 3423.260435 = -4572853.699660
  nChanged 568
		SP:Iteration 17Q (108171.800000 sec): 3 clusters
  Score: Raw -4576587.438015 + Penalty 3423.260435 = -4573164.177579
  nChanged 435
		SP:Iteration 18Q (108172.250000 sec): 3 clusters
  Score: Raw -4576821.510308 + Penalty 3423.260435 = -4573398.249873
  nChanged 344
		SP:Iteration 19Q (108172.630000 sec): 3 clusters
  Score: Raw -4576986.472130 + Penalty 3423.260435 = -4573563.211694
  nChanged 265
		SP:Iteration 20F (108173.020000 sec): 3 clusters
  Score: Raw -4577113.348207 + Penalty 3423.260435 = -4573690.087771
  nChanged 206
		SP:Iteration 21Q (108173.420000 sec): 3 clusters
  Score: Raw -4577202.639539 + Penalty 3423.260435 = -4573779.379104
  nChanged 171
		SP:Iteration 22Q (108173.870000 sec): 3 clusters
  Score: Raw -4577273.832467 + Penalty 3423.260435 = -4573850.572032
  nChanged 133
		SP:Iteration 23Q (108174.340000 sec): 3 clusters
  Score: Raw -4577319.749937 + Penalty 3423.260435 = -4573896.489501
  nChanged 94
		SP:Iteration 24Q (108174.720000 sec): 3 clusters
  Score: Raw -4577352.376521 + Penalty 3423.260435 = -4573929.116086
  nChanged 69
		SP:Iteration 25Q (108175.140000 sec): 3 clusters
  Score: Raw -4577373.213257 + Penalty 3423.260435 = -4573949.952822
  nChanged 42
		SP:Iteration 26Q (108175.590000 sec): 3 clusters
  Score: Raw -4577385.316863 + Penalty 3423.260435 = -4573962.056427
  nChanged 33
		SP:Iteration 27Q (108176.090000 sec): 3 clusters
  Score: Raw -4577396.663253 + Penalty 3423.260435 = -4573973.402818
  nChanged 31
		SP:Iteration 28Q (108176.520000 sec): 3 clusters
  Score: Raw -4577405.810853 + Penalty 3423.260435 = -4573982.550418
  nChanged 23
		SP:Iteration 29Q (108176.970000 sec): 3 clusters
  Score: Raw -4577412.371815 + Penalty 3423.260435 = -4573989.111380
  nChanged 20
		SP:Iteration 30Q (108177.360000 sec): 3 clusters
  Score: Raw -4577417.524533 + Penalty 3423.260435 = -4573994.264098
  nChanged 21
		SP:Iteration 31Q (108177.810000 sec): 3 clusters
  Score: Raw -4577424.564902 + Penalty 3423.260435 = -4574001.304467
  nChanged 20
		SP:Iteration 32Q (108178.210000 sec): 3 clusters
  Score: Raw -4577430.830850 + Penalty 3423.260435 = -4574007.570415
  nChanged 23
		SP:Iteration 33Q (108178.600000 sec): 3 clusters
  Score: Raw -4577436.894993 + Penalty 3423.260435 = -4574013.634558
  nChanged 19
		SP:Iteration 34Q (108178.990000 sec): 3 clusters
  Score: Raw -4577442.620754 + Penalty 3423.260435 = -4574019.360318
  nChanged 18
		SP:Iteration 35Q (108179.380000 sec): 3 clusters
  Score: Raw -4577447.352338 + Penalty 3423.260435 = -4574024.091903
  nChanged 17
		SP:Iteration 36Q (108179.730000 sec): 3 clusters
  Score: Raw -4577451.985956 + Penalty 3423.260435 = -4574028.725521
  nChanged 14
		SP:Iteration 37Q (108180.130000 sec): 3 clusters
  Score: Raw -4577455.521369 + Penalty 3423.260435 = -4574032.260933
  nChanged 8
		SP:Iteration 38Q (108180.500000 sec): 3 clusters
  Score: Raw -4577457.939347 + Penalty 3423.260435 = -4574034.678911
  nChanged 9
		SP:Iteration 39Q (108180.890000 sec): 3 clusters
  Score: Raw -4577460.058882 + Penalty 3423.260435 = -4574036.798447
  nChanged 5
		SP:Iteration 40F (108181.350000 sec): 3 clusters
  Score: Raw -4577461.453593 + Penalty 3423.260435 = -4574038.193157
  nChanged 8
		SP:Iteration 41Q (108181.710000 sec): 3 clusters
  Score: Raw -4577463.226233 + Penalty 3423.260435 = -4574039.965797
  nChanged 8
		SP:Iteration 42Q (108182.120000 sec): 3 clusters
  Score: Raw -4577464.641924 + Penalty 3423.260435 = -4574041.381489
  nChanged 6
		SP:Iteration 43Q (108182.570000 sec): 3 clusters
  Score: Raw -4577465.678072 + Penalty 3423.260435 = -4574042.417637
  nChanged 3
		SP:Iteration 44Q (108182.880000 sec): 3 clusters
  Score: Raw -4577466.266703 + Penalty 3423.260435 = -4574043.006268
  nChanged 3
		SP:Iteration 45Q (108183.270000 sec): 3 clusters
  Score: Raw -4577467.049793 + Penalty 3423.260435 = -4574043.789357
  nChanged 4
		SP:Iteration 46Q (108183.630000 sec): 3 clusters
  Score: Raw -4577468.192617 + Penalty 3423.260435 = -4574044.932182
  nChanged 4
		SP:Iteration 47Q (108183.990000 sec): 3 clusters
  Score: Raw -4577469.298454 + Penalty 3423.260435 = -4574046.038019
  nChanged 4
		SP:Iteration 48Q (108184.350000 sec): 3 clusters
  Score: Raw -4577470.532698 + Penalty 3423.260435 = -4574047.272262
  nChanged 8
		SP:Iteration 49Q (108184.760000 sec): 3 clusters
  Score: Raw -4577472.658704 + Penalty 3423.260435 = -4574049.398268
  nChanged 9
		SP:Iteration 50Q (108185.120000 sec): 3 clusters
  Score: Raw -4577474.848251 + Penalty 3423.260435 = -4574051.587816
  nChanged 5
		SP:Iteration 51Q (108185.450000 sec): 3 clusters
  Score: Raw -4577476.132762 + Penalty 3423.260435 = -4574052.872326
  nChanged 1
		SP:Iteration 52Q (108185.870000 sec): 3 clusters
  Score: Raw -4577476.295125 + Penalty 3423.260435 = -4574053.034689
  nChanged 1
		SP:Iteration 53Q (108186.250000 sec): 3 clusters
  Score: Raw -4577476.518703 + Penalty 3423.260435 = -4574053.258268
  nChanged 2
		SP:Iteration 54Q (108186.670000 sec): 3 clusters
  Score: Raw -4577476.896235 + Penalty 3423.260435 = -4574053.635800
  nChanged 2
		SP:Iteration 55Q (108187.030000 sec): 3 clusters
  Score: Raw -4577477.302416 + Penalty 3423.260435 = -4574054.041980
  nChanged 3
		SP:Iteration 56Q (108187.400000 sec): 3 clusters
  Score: Raw -4577477.975289 + Penalty 3423.260435 = -4574054.714853
  nChanged 2
		SP:Iteration 57Q (108187.790000 sec): 3 clusters
  Score: Raw -4577478.514713 + Penalty 3423.260435 = -4574055.254278
  nChanged 4
		SP:Iteration 58Q (108188.180000 sec): 3 clusters
  Score: Raw -4577479.376765 + Penalty 3423.260435 = -4574056.116330
  nChanged 5
		SP:Iteration 59Q (108188.560000 sec): 3 clusters
  Score: Raw -4577480.624046 + Penalty 3423.260435 = -4574057.363611
  nChanged 2
		SP:Iteration 60F (108188.910000 sec): 3 clusters
  Score: Raw -4577481.041215 + Penalty 3423.260435 = -4574057.780779
  nChanged 1
		SP:Iteration 61Q (108189.310000 sec): 3 clusters
  Score: Raw -4577481.230110 + Penalty 3423.260435 = -4574057.969674
  nChanged 1
		SP:Iteration 62Q (108189.670000 sec): 3 clusters
  Score: Raw -4577481.512445 + Penalty 3423.260435 = -4574058.252010
  nChanged 1
		SP:Iteration 63Q (108190.110000 sec): 3 clusters
  Score: Raw -4577481.806344 + Penalty 3423.260435 = -4574058.545908
  nChanged 0
		SP:Iteration 64F (108190.530000 sec): 3 clusters
  Score: Raw -4577481.806344 + Penalty 3423.260435 = -4574058.545908
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (314494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108191.990000 sec): 2 clusters
  Score: Raw -38257158.861059 + Penalty 2057.042045 = -38255101.819013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108193.750000 sec): 3 clusters
  Score: Raw -38047062.381869 + Penalty 4114.084090 = -38042948.297779
  nChanged 153371
		SP:Iteration 1F (108195.440000 sec): 3 clusters
  Score: Raw -38140062.865350 + Penalty 4114.084090 = -38135948.781260
  nChanged 9682
		SP:Iteration 2Q (108197.160000 sec): 3 clusters
  Score: Raw -38142452.507682 + Penalty 4114.084090 = -38138338.423592
  nChanged 11001
		SP:Iteration 3Q (108199.080000 sec): 3 clusters
  Score: Raw -38145800.349733 + Penalty 4114.084090 = -38141686.265643
  nChanged 13022
		SP:Iteration 4Q (108200.820000 sec): 3 clusters
  Score: Raw -38150894.364470 + Penalty 4114.084090 = -38146780.280380
  nChanged 15976
		SP:Iteration 5F (108202.440000 sec): 3 clusters
  Score: Raw -38158990.763609 + Penalty 4114.084090 = -38154876.679519
  nChanged 19198
		SP:Iteration 6F (108204.040000 sec): 3 clusters
  Score: Raw -38171163.214399 + Penalty 4114.084090 = -38167049.130309
  nChanged 21392
		SP:Iteration 7F (108205.770000 sec): 3 clusters
  Score: Raw -38187152.870906 + Penalty 4114.084090 = -38183038.786816
  nChanged 21018
		SP:Iteration 8F (108207.360000 sec): 3 clusters
  Score: Raw -38204324.991308 + Penalty 4114.084090 = -38200210.907218
  nChanged 17764
		SP:Iteration 9F (108208.920000 sec): 3 clusters
  Score: Raw -38219122.922317 + Penalty 4114.084090 = -38215008.838227
  nChanged 13453
		SP:Iteration 10Q (108210.570000 sec): 3 clusters
  Score: Raw -38230181.743503 + Penalty 4114.084090 = -38226067.659413
  nChanged 9774
		SP:Iteration 11Q (108212.190000 sec): 3 clusters
  Score: Raw -38237931.556395 + Penalty 4114.084090 = -38233817.472305
  nChanged 7210
		SP:Iteration 12Q (108213.790000 sec): 3 clusters
  Score: Raw -38243475.403126 + Penalty 4114.084090 = -38239361.319036
  nChanged 5383
		SP:Iteration 13Q (108215.180000 sec): 3 clusters
  Score: Raw -38247459.703633 + Penalty 4114.084090 = -38243345.619543
  nChanged 4017
		SP:Iteration 14Q (108216.540000 sec): 3 clusters
  Score: Raw -38250437.286989 + Penalty 4114.084090 = -38246323.202899
  nChanged 3013
		SP:Iteration 15Q (108218.110000 sec): 3 clusters
  Score: Raw -38252646.925814 + Penalty 4114.084090 = -38248532.841724
  nChanged 2196
		SP:Iteration 16Q (108219.600000 sec): 3 clusters
  Score: Raw -38254201.960353 + Penalty 4114.084090 = -38250087.876263
  nChanged 1573
		SP:Iteration 17Q (108221.180000 sec): 3 clusters
  Score: Raw -38255289.362917 + Penalty 4114.084090 = -38251175.278826
  nChanged 1162
		SP:Iteration 18Q (108222.740000 sec): 3 clusters
  Score: Raw -38256062.301698 + Penalty 4114.084090 = -38251948.217608
  nChanged 890
		SP:Iteration 19Q (108224.220000 sec): 3 clusters
  Score: Raw -38256640.197151 + Penalty 4114.084090 = -38252526.113061
  nChanged 687
		SP:Iteration 20F (108225.840000 sec): 3 clusters
  Score: Raw -38257078.617961 + Penalty 4114.084090 = -38252964.533871
  nChanged 553
		SP:Iteration 21Q (108227.340000 sec): 3 clusters
  Score: Raw -38257409.025917 + Penalty 4114.084090 = -38253294.941826
  nChanged 427
		SP:Iteration 22Q (108228.880000 sec): 3 clusters
  Score: Raw -38257631.947615 + Penalty 4114.084090 = -38253517.863525
  nChanged 339
		SP:Iteration 23Q (108230.310000 sec): 3 clusters
  Score: Raw -38257778.898775 + Penalty 4114.084090 = -38253664.814685
  nChanged 258
		SP:Iteration 24Q (108231.700000 sec): 3 clusters
  Score: Raw -38257880.510472 + Penalty 4114.084090 = -38253766.426382
  nChanged 212
		SP:Iteration 25Q (108233.080000 sec): 3 clusters
  Score: Raw -38257959.884106 + Penalty 4114.084090 = -38253845.800016
  nChanged 163
		SP:Iteration 26Q (108234.510000 sec): 3 clusters
  Score: Raw -38258009.557038 + Penalty 4114.084090 = -38253895.472948
  nChanged 122
		SP:Iteration 27Q (108235.990000 sec): 3 clusters
  Score: Raw -38258041.774402 + Penalty 4114.084090 = -38253927.690312
  nChanged 100
		SP:Iteration 28Q (108237.410000 sec): 3 clusters
  Score: Raw -38258065.768479 + Penalty 4114.084090 = -38253951.684389
  nChanged 79
		SP:Iteration 29Q (108238.970000 sec): 3 clusters
  Score: Raw -38258083.943000 + Penalty 4114.084090 = -38253969.858910
  nChanged 80
		SP:Iteration 30Q (108240.720000 sec): 3 clusters
  Score: Raw -38258103.125436 + Penalty 4114.084090 = -38253989.041346
  nChanged 67
		SP:Iteration 31Q (108242.400000 sec): 3 clusters
  Score: Raw -38258115.872792 + Penalty 4114.084090 = -38254001.788702
  nChanged 51
		SP:Iteration 32Q (108243.980000 sec): 3 clusters
  Score: Raw -38258125.431884 + Penalty 4114.084090 = -38254011.347794
  nChanged 41
		SP:Iteration 33Q (108245.560000 sec): 3 clusters
  Score: Raw -38258131.843057 + Penalty 4114.084090 = -38254017.758967
  nChanged 33
		SP:Iteration 34Q (108246.950000 sec): 3 clusters
  Score: Raw -38258137.496012 + Penalty 4114.084090 = -38254023.411922
  nChanged 33
		SP:Iteration 35Q (108248.300000 sec): 3 clusters
  Score: Raw -38258143.006998 + Penalty 4114.084090 = -38254028.922908
  nChanged 20
		SP:Iteration 36Q (108249.670000 sec): 3 clusters
  Score: Raw -38258145.509239 + Penalty 4114.084090 = -38254031.425149
  nChanged 9
		SP:Iteration 37Q (108251.190000 sec): 3 clusters
  Score: Raw -38258146.994626 + Penalty 4114.084090 = -38254032.910536
  nChanged 11
		SP:Iteration 38Q (108252.670000 sec): 3 clusters
  Score: Raw -38258147.962720 + Penalty 4114.084090 = -38254033.878630
  nChanged 9
		SP:Iteration 39Q (108254.090000 sec): 3 clusters
  Score: Raw -38258149.066353 + Penalty 4114.084090 = -38254034.982263
  nChanged 9
		SP:Iteration 40F (108255.590000 sec): 3 clusters
  Score: Raw -38258150.195023 + Penalty 4114.084090 = -38254036.110933
  nChanged 12
		SP:Iteration 41Q (108256.990000 sec): 3 clusters
  Score: Raw -38258151.573061 + Penalty 4114.084090 = -38254037.488971
  nChanged 9
		SP:Iteration 42Q (108258.410000 sec): 3 clusters
  Score: Raw -38258152.566271 + Penalty 4114.084090 = -38254038.482181
  nChanged 3
		SP:Iteration 43Q (108259.840000 sec): 3 clusters
  Score: Raw -38258152.874942 + Penalty 4114.084090 = -38254038.790852
  nChanged 5
		SP:Iteration 44Q (108261.310000 sec): 3 clusters
  Score: Raw -38258153.378613 + Penalty 4114.084090 = -38254039.294523
  nChanged 2
		SP:Iteration 45Q (108262.850000 sec): 3 clusters
  Score: Raw -38258153.643987 + Penalty 4114.084090 = -38254039.559897
  nChanged 2
		SP:Iteration 46Q (108264.280000 sec): 3 clusters
  Score: Raw -38258153.791718 + Penalty 4114.084090 = -38254039.707628
  nChanged 2
		SP:Iteration 47Q (108265.840000 sec): 3 clusters
  Score: Raw -38258153.904323 + Penalty 4114.084090 = -38254039.820233
  nChanged 0
		SP:Iteration 48F (108267.630000 sec): 3 clusters
  Score: Raw -38258153.904323 + Penalty 4114.084090 = -38254039.820233
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (71775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108268.280000 sec): 2 clusters
  Score: Raw -8521447.558119 + Penalty 1816.959870 = -8519630.598250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108268.840000 sec): 3 clusters
  Score: Raw -8475284.228069 + Penalty 3633.919739 = -8471650.308330
  nChanged 34112
		SP:Iteration 1F (108269.440000 sec): 3 clusters
  Score: Raw -8494632.272645 + Penalty 3633.919739 = -8490998.352906
  nChanged 2712
		SP:Iteration 2Q (108270.070000 sec): 3 clusters
  Score: Raw -8495425.032099 + Penalty 3633.919739 = -8491791.112360
  nChanged 3167
		SP:Iteration 3Q (108270.690000 sec): 3 clusters
  Score: Raw -8496663.519359 + Penalty 3633.919739 = -8493029.599620
  nChanged 4078
		SP:Iteration 4F (108271.300000 sec): 3 clusters
  Score: Raw -8498754.319311 + Penalty 3633.919739 = -8495120.399572
  nChanged 5092
		SP:Iteration 5F (108271.940000 sec): 3 clusters
  Score: Raw -8502113.938705 + Penalty 3633.919739 = -8498480.018966
  nChanged 5843
		SP:Iteration 6F (108272.520000 sec): 3 clusters
  Score: Raw -8506795.336197 + Penalty 3633.919739 = -8503161.416458
  nChanged 5718
		SP:Iteration 7F (108273.100000 sec): 3 clusters
  Score: Raw -8511896.960446 + Penalty 3633.919739 = -8508263.040707
  nChanged 4723
		SP:Iteration 8F (108273.710000 sec): 3 clusters
  Score: Raw -8516250.588851 + Penalty 3633.919739 = -8512616.669112
  nChanged 3097
		SP:Iteration 9Q (108274.260000 sec): 3 clusters
  Score: Raw -8519102.530485 + Penalty 3633.919739 = -8515468.610745
  nChanged 1596
		SP:Iteration 10Q (108274.810000 sec): 3 clusters
  Score: Raw -8520554.426902 + Penalty 3633.919739 = -8516920.507163
  nChanged 751
		SP:Iteration 11Q (108275.320000 sec): 3 clusters
  Score: Raw -8521215.153198 + Penalty 3633.919739 = -8517581.233459
  nChanged 299
		SP:Iteration 12Q (108275.860000 sec): 3 clusters
  Score: Raw -8521493.157446 + Penalty 3633.919739 = -8517859.237707
  nChanged 162
		SP:Iteration 13Q (108276.370000 sec): 3 clusters
  Score: Raw -8521619.173791 + Penalty 3633.919739 = -8517985.254052
  nChanged 89
		SP:Iteration 14Q (108276.880000 sec): 3 clusters
  Score: Raw -8521687.537041 + Penalty 3633.919739 = -8518053.617302
  nChanged 49
		SP:Iteration 15Q (108277.440000 sec): 3 clusters
  Score: Raw -8521727.650930 + Penalty 3633.919739 = -8518093.731191
  nChanged 41
		SP:Iteration 16Q (108277.950000 sec): 3 clusters
  Score: Raw -8521767.243141 + Penalty 3633.919739 = -8518133.323402
  nChanged 34
		SP:Iteration 17Q (108278.440000 sec): 3 clusters
  Score: Raw -8521797.065013 + Penalty 3633.919739 = -8518163.145274
  nChanged 27
		SP:Iteration 18Q (108278.920000 sec): 3 clusters
  Score: Raw -8521820.751393 + Penalty 3633.919739 = -8518186.831653
  nChanged 32
		SP:Iteration 19Q (108279.410000 sec): 3 clusters
  Score: Raw -8521853.550989 + Penalty 3633.919739 = -8518219.631250
  nChanged 30
		SP:Iteration 20F (108280.040000 sec): 3 clusters
  Score: Raw -8521893.754467 + Penalty 3633.919739 = -8518259.834728
  nChanged 29
		SP:Iteration 21Q (108280.570000 sec): 3 clusters
  Score: Raw -8521932.397676 + Penalty 3633.919739 = -8518298.477937
  nChanged 34
		SP:Iteration 22Q (108281.140000 sec): 3 clusters
  Score: Raw -8521965.991584 + Penalty 3633.919739 = -8518332.071844
  nChanged 30
		SP:Iteration 23Q (108281.660000 sec): 3 clusters
  Score: Raw -8521990.157685 + Penalty 3633.919739 = -8518356.237946
  nChanged 32
		SP:Iteration 24Q (108282.180000 sec): 3 clusters
  Score: Raw -8522016.633177 + Penalty 3633.919739 = -8518382.713438
  nChanged 34
		SP:Iteration 25Q (108282.720000 sec): 3 clusters
  Score: Raw -8522042.657554 + Penalty 3633.919739 = -8518408.737815
  nChanged 42
		SP:Iteration 26Q (108283.250000 sec): 3 clusters
  Score: Raw -8522079.466689 + Penalty 3633.919739 = -8518445.546949
  nChanged 53
		SP:Iteration 27Q (108283.780000 sec): 3 clusters
  Score: Raw -8522126.722238 + Penalty 3633.919739 = -8518492.802499
  nChanged 58
		SP:Iteration 28Q (108284.270000 sec): 3 clusters
  Score: Raw -8522177.765329 + Penalty 3633.919739 = -8518543.845590
  nChanged 56
		SP:Iteration 29Q (108284.700000 sec): 3 clusters
  Score: Raw -8522225.807197 + Penalty 3633.919739 = -8518591.887458
  nChanged 54
		SP:Iteration 30Q (108285.230000 sec): 3 clusters
  Score: Raw -8522268.951751 + Penalty 3633.919739 = -8518635.032012
  nChanged 53
		SP:Iteration 31Q (108285.730000 sec): 3 clusters
  Score: Raw -8522298.098185 + Penalty 3633.919739 = -8518664.178446
  nChanged 43
		SP:Iteration 32Q (108286.270000 sec): 3 clusters
  Score: Raw -8522318.684541 + Penalty 3633.919739 = -8518684.764802
  nChanged 31
		SP:Iteration 33Q (108286.760000 sec): 3 clusters
  Score: Raw -8522333.981775 + Penalty 3633.919739 = -8518700.062036
  nChanged 32
		SP:Iteration 34Q (108287.280000 sec): 3 clusters
  Score: Raw -8522350.525136 + Penalty 3633.919739 = -8518716.605397
  nChanged 30
		SP:Iteration 35Q (108287.720000 sec): 3 clusters
  Score: Raw -8522363.791125 + Penalty 3633.919739 = -8518729.871386
  nChanged 26
		SP:Iteration 36Q (108288.220000 sec): 3 clusters
  Score: Raw -8522375.823975 + Penalty 3633.919739 = -8518741.904236
  nChanged 21
		SP:Iteration 37Q (108288.730000 sec): 3 clusters
  Score: Raw -8522387.424805 + Penalty 3633.919739 = -8518753.505066
  nChanged 23
		SP:Iteration 38Q (108289.200000 sec): 3 clusters
  Score: Raw -8522398.135519 + Penalty 3633.919739 = -8518764.215780
  nChanged 21
		SP:Iteration 39Q (108289.690000 sec): 3 clusters
  Score: Raw -8522406.240562 + Penalty 3633.919739 = -8518772.320823
  nChanged 13
		SP:Iteration 40F (108290.200000 sec): 3 clusters
  Score: Raw -8522448.522816 + Penalty 3633.919739 = -8518814.603077
  nChanged 47
		SP:Iteration 41Q (108290.630000 sec): 3 clusters
  Score: Raw -8522481.612875 + Penalty 3633.919739 = -8518847.693136
  nChanged 55
		SP:Iteration 42Q (108291.120000 sec): 3 clusters
  Score: Raw -8522514.089806 + Penalty 3633.919739 = -8518880.170067
  nChanged 47
		SP:Iteration 43Q (108291.620000 sec): 3 clusters
  Score: Raw -8522536.165147 + Penalty 3633.919739 = -8518902.245408
  nChanged 44
		SP:Iteration 44Q (108292.140000 sec): 3 clusters
  Score: Raw -8522554.482254 + Penalty 3633.919739 = -8518920.562515
  nChanged 42
		SP:Iteration 45Q (108292.610000 sec): 3 clusters
  Score: Raw -8522568.905257 + Penalty 3633.919739 = -8518934.985517
  nChanged 38
		SP:Iteration 46Q (108293.120000 sec): 3 clusters
  Score: Raw -8522579.225396 + Penalty 3633.919739 = -8518945.305656
  nChanged 25
		SP:Iteration 47Q (108293.650000 sec): 3 clusters
  Score: Raw -8522587.839440 + Penalty 3633.919739 = -8518953.919701
  nChanged 34
		SP:Iteration 48Q (108294.170000 sec): 3 clusters
  Score: Raw -8522598.506691 + Penalty 3633.919739 = -8518964.586952
  nChanged 28
		SP:Iteration 49Q (108294.670000 sec): 3 clusters
  Score: Raw -8522606.120150 + Penalty 3633.919739 = -8518972.200411
  nChanged 27
		SP:Iteration 50Q (108295.150000 sec): 3 clusters
  Score: Raw -8522611.898953 + Penalty 3633.919739 = -8518977.979214
  nChanged 22
		SP:Iteration 51Q (108295.610000 sec): 3 clusters
  Score: Raw -8522617.790744 + Penalty 3633.919739 = -8518983.871005
  nChanged 18
		SP:Iteration 52Q (108296.110000 sec): 3 clusters
  Score: Raw -8522623.352752 + Penalty 3633.919739 = -8518989.433013
  nChanged 19
		SP:Iteration 53Q (108296.560000 sec): 3 clusters
  Score: Raw -8522628.711266 + Penalty 3633.919739 = -8518994.791527
  nChanged 25
		SP:Iteration 54Q (108297.060000 sec): 3 clusters
  Score: Raw -8522636.828380 + Penalty 3633.919739 = -8519002.908641
  nChanged 26
		SP:Iteration 55Q (108297.530000 sec): 3 clusters
  Score: Raw -8522644.516816 + Penalty 3633.919739 = -8519010.597077
  nChanged 34
		SP:Iteration 56Q (108298.000000 sec): 3 clusters
  Score: Raw -8522655.414083 + Penalty 3633.919739 = -8519021.494344
  nChanged 36
		SP:Iteration 57Q (108298.500000 sec): 3 clusters
  Score: Raw -8522667.250528 + Penalty 3633.919739 = -8519033.330789
  nChanged 32
		SP:Iteration 58Q (108299.030000 sec): 3 clusters
  Score: Raw -8522675.147035 + Penalty 3633.919739 = -8519041.227295
  nChanged 27
		SP:Iteration 59Q (108299.490000 sec): 3 clusters
  Score: Raw -8522681.893823 + Penalty 3633.919739 = -8519047.974084
  nChanged 29
		SP:Iteration 60F (108300.090000 sec): 3 clusters
  Score: Raw -8522688.857117 + Penalty 3633.919739 = -8519054.937378
  nChanged 23
		SP:Iteration 61Q (108300.570000 sec): 3 clusters
  Score: Raw -8522693.568083 + Penalty 3633.919739 = -8519059.648344
  nChanged 12
		SP:Iteration 62Q (108301.090000 sec): 3 clusters
  Score: Raw -8522696.282275 + Penalty 3633.919739 = -8519062.362536
  nChanged 14
		SP:Iteration 63Q (108301.570000 sec): 3 clusters
  Score: Raw -8522698.824392 + Penalty 3633.919739 = -8519064.904653
  nChanged 9
		SP:Iteration 64Q (108302.090000 sec): 3 clusters
  Score: Raw -8522699.920211 + Penalty 3633.919739 = -8519066.000472
  nChanged 3
		SP:Iteration 65Q (108302.570000 sec): 3 clusters
  Score: Raw -8522700.535368 + Penalty 3633.919739 = -8519066.615629
  nChanged 3
		SP:Iteration 66Q (108303.080000 sec): 3 clusters
  Score: Raw -8522701.115405 + Penalty 3633.919739 = -8519067.195666
  nChanged 3
		SP:Iteration 67Q (108303.650000 sec): 3 clusters
  Score: Raw -8522701.476282 + Penalty 3633.919739 = -8519067.556543
  nChanged 4
		SP:Iteration 68Q (108304.290000 sec): 3 clusters
  Score: Raw -8522702.278703 + Penalty 3633.919739 = -8519068.358964
  nChanged 6
		SP:Iteration 69Q (108304.770000 sec): 3 clusters
  Score: Raw -8522703.708009 + Penalty 3633.919739 = -8519069.788270
  nChanged 10
		SP:Iteration 70Q (108305.310000 sec): 3 clusters
  Score: Raw -8522705.764350 + Penalty 3633.919739 = -8519071.844611
  nChanged 11
		SP:Iteration 71Q (108305.850000 sec): 3 clusters
  Score: Raw -8522707.326878 + Penalty 3633.919739 = -8519073.407139
  nChanged 2
		SP:Iteration 72Q (108306.310000 sec): 3 clusters
  Score: Raw -8522707.561370 + Penalty 3633.919739 = -8519073.641631
  nChanged 4
		SP:Iteration 73Q (108306.830000 sec): 3 clusters
  Score: Raw -8522707.935966 + Penalty 3633.919739 = -8519074.016227
  nChanged 1
		SP:Iteration 74Q (108307.390000 sec): 3 clusters
  Score: Raw -8522708.022877 + Penalty 3633.919739 = -8519074.103138
  nChanged 2
		SP:Iteration 75Q (108307.910000 sec): 3 clusters
  Score: Raw -8522708.312989 + Penalty 3633.919739 = -8519074.393249
  nChanged 3
		SP:Iteration 76Q (108308.500000 sec): 3 clusters
  Score: Raw -8522708.689907 + Penalty 3633.919739 = -8519074.770168
  nChanged 3
		SP:Iteration 77Q (108309.050000 sec): 3 clusters
  Score: Raw -8522709.302093 + Penalty 3633.919739 = -8519075.382354
  nChanged 1
		SP:Iteration 78Q (108309.540000 sec): 3 clusters
  Score: Raw -8522709.618912 + Penalty 3633.919739 = -8519075.699173
  nChanged 1
		SP:Iteration 79Q (108310.080000 sec): 3 clusters
  Score: Raw -8522709.730345 + Penalty 3633.919739 = -8519075.810605
  nChanged 0
		SP:Iteration 80F (108310.610000 sec): 3 clusters
  Score: Raw -8522709.730345 + Penalty 3633.919739 = -8519075.810605
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108310.820000 sec): 2 clusters
  Score: Raw -672525.684129 + Penalty 1425.398058 = -671100.286071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108311.040000 sec): 3 clusters
  Score: Raw -669026.209959 + Penalty 2850.796117 = -666175.413842
  nChanged 2679
		SP:Iteration 1F (108311.240000 sec): 3 clusters
  Score: Raw -670776.417078 + Penalty 2850.796117 = -667925.620961
  nChanged 515
		SP:Iteration 2F (108311.430000 sec): 3 clusters
  Score: Raw -671143.572967 + Penalty 2850.796117 = -668292.776851
  nChanged 403
		SP:Iteration 3F (108311.670000 sec): 3 clusters
  Score: Raw -671434.618273 + Penalty 2850.796117 = -668583.822157
  nChanged 356
		SP:Iteration 4F (108311.850000 sec): 3 clusters
  Score: Raw -671700.986995 + Penalty 2850.796117 = -668850.190879
  nChanged 351
		SP:Iteration 5F (108312.030000 sec): 3 clusters
  Score: Raw -671953.942327 + Penalty 2850.796117 = -669103.146210
  nChanged 317
		SP:Iteration 6Q (108312.250000 sec): 3 clusters
  Score: Raw -672165.290144 + Penalty 2850.796117 = -669314.494027
  nChanged 246
		SP:Iteration 7Q (108312.430000 sec): 3 clusters
  Score: Raw -672319.514327 + Penalty 2850.796117 = -669468.718211
  nChanged 228
		SP:Iteration 8Q (108312.620000 sec): 3 clusters
  Score: Raw -672445.061204 + Penalty 2850.796117 = -669594.265088
  nChanged 169
		SP:Iteration 9Q (108312.820000 sec): 3 clusters
  Score: Raw -672528.266623 + Penalty 2850.796117 = -669677.470506
  nChanged 127
		SP:Iteration 10Q (108313.010000 sec): 3 clusters
  Score: Raw -672588.035071 + Penalty 2850.796117 = -669737.238954
  nChanged 115
		SP:Iteration 11Q (108313.160000 sec): 3 clusters
  Score: Raw -672653.363302 + Penalty 2850.796117 = -669802.567186
  nChanged 123
		SP:Iteration 12Q (108313.300000 sec): 3 clusters
  Score: Raw -672719.424677 + Penalty 2850.796117 = -669868.628560
  nChanged 90
		SP:Iteration 13Q (108313.470000 sec): 3 clusters
  Score: Raw -672760.757507 + Penalty 2850.796117 = -669909.961391
  nChanged 73
		SP:Iteration 14Q (108313.610000 sec): 3 clusters
  Score: Raw -672802.033464 + Penalty 2850.796117 = -669951.237347
  nChanged 73
		SP:Iteration 15Q (108313.820000 sec): 3 clusters
  Score: Raw -672839.078740 + Penalty 2850.796117 = -669988.282623
  nChanged 66
		SP:Iteration 16Q (108314.010000 sec): 3 clusters
  Score: Raw -672867.110862 + Penalty 2850.796117 = -670016.314745
  nChanged 57
		SP:Iteration 17Q (108314.250000 sec): 3 clusters
  Score: Raw -672894.475166 + Penalty 2850.796117 = -670043.679049
  nChanged 61
		SP:Iteration 18Q (108314.440000 sec): 3 clusters
  Score: Raw -672919.667534 + Penalty 2850.796117 = -670068.871417
  nChanged 49
		SP:Iteration 19Q (108314.640000 sec): 3 clusters
  Score: Raw -672941.119842 + Penalty 2850.796117 = -670090.323725
  nChanged 39
		SP:Iteration 20F (108314.870000 sec): 3 clusters
  Score: Raw -672963.457681 + Penalty 2850.796117 = -670112.661564
  nChanged 46
		SP:Iteration 21Q (108315.070000 sec): 3 clusters
  Score: Raw -672994.496169 + Penalty 2850.796117 = -670143.700052
  nChanged 49
		SP:Iteration 22Q (108315.330000 sec): 3 clusters
  Score: Raw -673029.243525 + Penalty 2850.796117 = -670178.447409
  nChanged 50
		SP:Iteration 23Q (108315.530000 sec): 3 clusters
  Score: Raw -673069.481296 + Penalty 2850.796117 = -670218.685179
  nChanged 45
		SP:Iteration 24Q (108315.730000 sec): 3 clusters
  Score: Raw -673099.559525 + Penalty 2850.796117 = -670248.763408
  nChanged 51
		SP:Iteration 25Q (108315.940000 sec): 3 clusters
  Score: Raw -673127.371395 + Penalty 2850.796117 = -670276.575278
  nChanged 36
		SP:Iteration 26Q (108316.140000 sec): 3 clusters
  Score: Raw -673143.067595 + Penalty 2850.796117 = -670292.271479
  nChanged 29
		SP:Iteration 27Q (108316.390000 sec): 3 clusters
  Score: Raw -673155.806750 + Penalty 2850.796117 = -670305.010633
  nChanged 31
		SP:Iteration 28Q (108316.600000 sec): 3 clusters
  Score: Raw -673170.541274 + Penalty 2850.796117 = -670319.745157
  nChanged 30
		SP:Iteration 29Q (108316.780000 sec): 3 clusters
  Score: Raw -673186.399730 + Penalty 2850.796117 = -670335.603613
  nChanged 34
		SP:Iteration 30Q (108317.050000 sec): 3 clusters
  Score: Raw -673202.635286 + Penalty 2850.796117 = -670351.839170
  nChanged 24
		SP:Iteration 31Q (108317.230000 sec): 3 clusters
  Score: Raw -673218.303170 + Penalty 2850.796117 = -670367.507053
  nChanged 28
		SP:Iteration 32Q (108317.430000 sec): 3 clusters
  Score: Raw -673233.164586 + Penalty 2850.796117 = -670382.368470
  nChanged 27
		SP:Iteration 33Q (108317.650000 sec): 3 clusters
  Score: Raw -673244.571372 + Penalty 2850.796117 = -670393.775255
  nChanged 22
		SP:Iteration 34Q (108317.870000 sec): 3 clusters
  Score: Raw -673262.757568 + Penalty 2850.796117 = -670411.961452
  nChanged 35
		SP:Iteration 35Q (108318.090000 sec): 3 clusters
  Score: Raw -673289.534471 + Penalty 2850.796117 = -670438.738354
  nChanged 30
		SP:Iteration 36Q (108318.270000 sec): 3 clusters
  Score: Raw -673314.107903 + Penalty 2850.796117 = -670463.311786
  nChanged 26
		SP:Iteration 37Q (108318.490000 sec): 3 clusters
  Score: Raw -673327.906574 + Penalty 2850.796117 = -670477.110457
  nChanged 13
		SP:Iteration 38Q (108318.710000 sec): 3 clusters
  Score: Raw -673331.731117 + Penalty 2850.796117 = -670480.935000
  nChanged 12
		SP:Iteration 39Q (108318.910000 sec): 3 clusters
  Score: Raw -673335.610622 + Penalty 2850.796117 = -670484.814505
  nChanged 9
		SP:Iteration 40F (108319.090000 sec): 3 clusters
  Score: Raw -673338.540410 + Penalty 2850.796117 = -670487.744294
  nChanged 3
		SP:Iteration 41Q (108319.320000 sec): 3 clusters
  Score: Raw -673339.515864 + Penalty 2850.796117 = -670488.719747
  nChanged 2
		SP:Iteration 42Q (108319.460000 sec): 3 clusters
  Score: Raw -673339.846923 + Penalty 2850.796117 = -670489.050807
  nChanged 2
		SP:Iteration 43Q (108319.650000 sec): 3 clusters
  Score: Raw -673340.603877 + Penalty 2850.796117 = -670489.807760
  nChanged 3
		SP:Iteration 44Q (108319.850000 sec): 3 clusters
  Score: Raw -673341.747805 + Penalty 2850.796117 = -670490.951688
  nChanged 1
		SP:Iteration 45Q (108320.070000 sec): 3 clusters
  Score: Raw -673342.094474 + Penalty 2850.796117 = -670491.298357
  nChanged 2
		SP:Iteration 46Q (108320.290000 sec): 3 clusters
  Score: Raw -673342.860288 + Penalty 2850.796117 = -670492.064171
  nChanged 5
		SP:Iteration 47Q (108320.480000 sec): 3 clusters
  Score: Raw -673344.364239 + Penalty 2850.796117 = -670493.568122
  nChanged 4
		SP:Iteration 48Q (108320.680000 sec): 3 clusters
  Score: Raw -673346.166610 + Penalty 2850.796117 = -670495.370493
  nChanged 3
		SP:Iteration 49Q (108320.870000 sec): 3 clusters
  Score: Raw -673346.956186 + Penalty 2850.796117 = -670496.160069
  nChanged 1
		SP:Iteration 50Q (108321.060000 sec): 3 clusters
  Score: Raw -673347.300503 + Penalty 2850.796117 = -670496.504386
  nChanged 1
		SP:Iteration 51Q (108321.270000 sec): 3 clusters
  Score: Raw -673347.400532 + Penalty 2850.796117 = -670496.604416
  nChanged 0
		SP:Iteration 52F (108321.470000 sec): 3 clusters
  Score: Raw -673347.400532 + Penalty 2850.796117 = -670496.604416
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (46927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108321.830000 sec): 2 clusters
  Score: Raw -5408443.863072 + Penalty 1747.906628 = -5406695.956444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108322.250000 sec): 3 clusters
  Score: Raw -5378743.896296 + Penalty 3495.813257 = -5375248.083039
  nChanged 21972
		SP:Iteration 1F (108322.630000 sec): 3 clusters
  Score: Raw -5391383.347523 + Penalty 3495.813257 = -5387887.534267
  nChanged 2199
		SP:Iteration 2Q (108323.110000 sec): 3 clusters
  Score: Raw -5392171.042122 + Penalty 3495.813257 = -5388675.228866
  nChanged 2292
		SP:Iteration 3Q (108323.530000 sec): 3 clusters
  Score: Raw -5393101.892799 + Penalty 3495.813257 = -5389606.079542
  nChanged 2557
		SP:Iteration 4F (108323.950000 sec): 3 clusters
  Score: Raw -5394378.120127 + Penalty 3495.813257 = -5390882.306870
  nChanged 2795
		SP:Iteration 5F (108324.400000 sec): 3 clusters
  Score: Raw -5396048.341431 + Penalty 3495.813257 = -5392552.528175
  nChanged 3017
		SP:Iteration 6F (108324.840000 sec): 3 clusters
  Score: Raw -5398143.316108 + Penalty 3495.813257 = -5394647.502851
  nChanged 3122
		SP:Iteration 7F (108325.230000 sec): 3 clusters
  Score: Raw -5400627.209134 + Penalty 3495.813257 = -5397131.395878
  nChanged 3136
		SP:Iteration 8F (108325.690000 sec): 3 clusters
  Score: Raw -5403409.373001 + Penalty 3495.813257 = -5399913.559745
  nChanged 2786
		SP:Iteration 9F (108326.130000 sec): 3 clusters
  Score: Raw -5405763.620142 + Penalty 3495.813257 = -5402267.806885
  nChanged 2097
		SP:Iteration 10Q (108326.550000 sec): 3 clusters
  Score: Raw -5407229.981347 + Penalty 3495.813257 = -5403734.168090
  nChanged 1420
		SP:Iteration 11Q (108326.970000 sec): 3 clusters
  Score: Raw -5408052.001540 + Penalty 3495.813257 = -5404556.188283
  nChanged 1010
		SP:Iteration 12Q (108327.330000 sec): 3 clusters
  Score: Raw -5408523.901217 + Penalty 3495.813257 = -5405028.087961
  nChanged 751
		SP:Iteration 13Q (108327.750000 sec): 3 clusters
  Score: Raw -5408793.865719 + Penalty 3495.813257 = -5405298.052462
  nChanged 534
		SP:Iteration 14Q (108328.270000 sec): 3 clusters
  Score: Raw -5408943.851888 + Penalty 3495.813257 = -5405448.038631
  nChanged 409
		SP:Iteration 15Q (108328.680000 sec): 3 clusters
  Score: Raw -5409041.773314 + Penalty 3495.813257 = -5405545.960058
  nChanged 332
		SP:Iteration 16Q (108329.090000 sec): 3 clusters
  Score: Raw -5409105.334471 + Penalty 3495.813257 = -5405609.521215
  nChanged 260
		SP:Iteration 17Q (108329.530000 sec): 3 clusters
  Score: Raw -5409148.057375 + Penalty 3495.813257 = -5405652.244119
  nChanged 206
		SP:Iteration 18Q (108329.950000 sec): 3 clusters
  Score: Raw -5409174.541374 + Penalty 3495.813257 = -5405678.728118
  nChanged 161
		SP:Iteration 19Q (108330.360000 sec): 3 clusters
  Score: Raw -5409194.488433 + Penalty 3495.813257 = -5405698.675176
  nChanged 139
		SP:Iteration 20F (108330.840000 sec): 3 clusters
  Score: Raw -5409209.348168 + Penalty 3495.813257 = -5405713.534911
  nChanged 129
		SP:Iteration 21Q (108331.230000 sec): 3 clusters
  Score: Raw -5409221.721811 + Penalty 3495.813257 = -5405725.908554
  nChanged 106
		SP:Iteration 22Q (108331.630000 sec): 3 clusters
  Score: Raw -5409230.811716 + Penalty 3495.813257 = -5405734.998459
  nChanged 99
		SP:Iteration 23Q (108332.000000 sec): 3 clusters
  Score: Raw -5409238.812422 + Penalty 3495.813257 = -5405742.999166
  nChanged 82
		SP:Iteration 24Q (108332.400000 sec): 3 clusters
  Score: Raw -5409244.122515 + Penalty 3495.813257 = -5405748.309258
  nChanged 76
		SP:Iteration 25Q (108332.870000 sec): 3 clusters
  Score: Raw -5409249.626370 + Penalty 3495.813257 = -5405753.813113
  nChanged 60
		SP:Iteration 26Q (108333.250000 sec): 3 clusters
  Score: Raw -5409253.185136 + Penalty 3495.813257 = -5405757.371879
  nChanged 56
		SP:Iteration 27Q (108333.640000 sec): 3 clusters
  Score: Raw -5409256.196021 + Penalty 3495.813257 = -5405760.382764
  nChanged 57
		SP:Iteration 28Q (108334.050000 sec): 3 clusters
  Score: Raw -5409259.423418 + Penalty 3495.813257 = -5405763.610161
  nChanged 53
		SP:Iteration 29Q (108334.430000 sec): 3 clusters
  Score: Raw -5409262.522361 + Penalty 3495.813257 = -5405766.709104
  nChanged 59
		SP:Iteration 30Q (108334.820000 sec): 3 clusters
  Score: Raw -5409266.083967 + Penalty 3495.813257 = -5405770.270710
  nChanged 60
		SP:Iteration 31Q (108335.180000 sec): 3 clusters
  Score: Raw -5409269.557865 + Penalty 3495.813257 = -5405773.744608
  nChanged 60
		SP:Iteration 32Q (108335.650000 sec): 3 clusters
  Score: Raw -5409272.619215 + Penalty 3495.813257 = -5405776.805959
  nChanged 56
		SP:Iteration 33Q (108336.070000 sec): 3 clusters
  Score: Raw -5409275.759263 + Penalty 3495.813257 = -5405779.946006
  nChanged 47
		SP:Iteration 34Q (108336.470000 sec): 3 clusters
  Score: Raw -5409278.200691 + Penalty 3495.813257 = -5405782.387434
  nChanged 41
		SP:Iteration 35Q (108336.950000 sec): 3 clusters
  Score: Raw -5409280.164446 + Penalty 3495.813257 = -5405784.351190
  nChanged 36
		SP:Iteration 36Q (108337.300000 sec): 3 clusters
  Score: Raw -5409282.172934 + Penalty 3495.813257 = -5405786.359678
  nChanged 41
		SP:Iteration 37Q (108337.740000 sec): 3 clusters
  Score: Raw -5409284.019447 + Penalty 3495.813257 = -5405788.206190
  nChanged 37
		SP:Iteration 38Q (108338.120000 sec): 3 clusters
  Score: Raw -5409285.784939 + Penalty 3495.813257 = -5405789.971682
  nChanged 33
		SP:Iteration 39Q (108338.530000 sec): 3 clusters
  Score: Raw -5409287.159341 + Penalty 3495.813257 = -5405791.346084
  nChanged 25
		SP:Iteration 40F (108338.950000 sec): 3 clusters
  Score: Raw -5409287.986940 + Penalty 3495.813257 = -5405792.173683
  nChanged 20
		SP:Iteration 41Q (108339.300000 sec): 3 clusters
  Score: Raw -5409288.613594 + Penalty 3495.813257 = -5405792.800337
  nChanged 14
		SP:Iteration 42Q (108339.720000 sec): 3 clusters
  Score: Raw -5409289.298814 + Penalty 3495.813257 = -5405793.485558
  nChanged 14
		SP:Iteration 43Q (108340.110000 sec): 3 clusters
  Score: Raw -5409289.942175 + Penalty 3495.813257 = -5405794.128919
  nChanged 19
		SP:Iteration 44Q (108340.540000 sec): 3 clusters
  Score: Raw -5409290.663275 + Penalty 3495.813257 = -5405794.850019
  nChanged 9
		SP:Iteration 45Q (108340.950000 sec): 3 clusters
  Score: Raw -5409290.992552 + Penalty 3495.813257 = -5405795.179295
  nChanged 6
		SP:Iteration 46Q (108341.390000 sec): 3 clusters
  Score: Raw -5409291.136882 + Penalty 3495.813257 = -5405795.323625
  nChanged 7
		SP:Iteration 47Q (108341.860000 sec): 3 clusters
  Score: Raw -5409291.448042 + Penalty 3495.813257 = -5405795.634785
  nChanged 12
		SP:Iteration 48Q (108342.300000 sec): 3 clusters
  Score: Raw -5409291.937091 + Penalty 3495.813257 = -5405796.123834
  nChanged 8
		SP:Iteration 49Q (108342.740000 sec): 3 clusters
  Score: Raw -5409292.217450 + Penalty 3495.813257 = -5405796.404193
  nChanged 10
		SP:Iteration 50Q (108343.120000 sec): 3 clusters
  Score: Raw -5409292.435390 + Penalty 3495.813257 = -5405796.622133
  nChanged 3
		SP:Iteration 51Q (108343.540000 sec): 3 clusters
  Score: Raw -5409292.468930 + Penalty 3495.813257 = -5405796.655673
  nChanged 1
		SP:Iteration 52Q (108344.040000 sec): 3 clusters
  Score: Raw -5409292.476768 + Penalty 3495.813257 = -5405796.663511
  nChanged 0
		SP:Iteration 53F (108344.510000 sec): 3 clusters
  Score: Raw -5409292.476768 + Penalty 3495.813257 = -5405796.663511
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108344.620000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108344.860000 sec): 3 clusters
  Score: Raw -590902.072321 + Penalty 2757.383425 = -588144.688896
  nChanged 1966
		SP:Iteration 1F (108345.020000 sec): 3 clusters
  Score: Raw -592074.071001 + Penalty 2757.383425 = -589316.687576
  nChanged 343
		SP:Iteration 2F (108345.260000 sec): 3 clusters
  Score: Raw -592250.102348 + Penalty 2757.383425 = -589492.718923
  nChanged 231
		SP:Iteration 3Q (108345.480000 sec): 3 clusters
  Score: Raw -592347.783247 + Penalty 2757.383425 = -589590.399822
  nChanged 163
		SP:Iteration 4Q (108345.670000 sec): 3 clusters
  Score: Raw -592411.905575 + Penalty 2757.383425 = -589654.522150
  nChanged 131
		SP:Iteration 5Q (108345.860000 sec): 3 clusters
  Score: Raw -592455.072830 + Penalty 2757.383425 = -589697.689405
  nChanged 96
		SP:Iteration 6Q (108346.090000 sec): 3 clusters
  Score: Raw -592485.744057 + Penalty 2757.383425 = -589728.360632
  nChanged 80
		SP:Iteration 7Q (108346.240000 sec): 3 clusters
  Score: Raw -592508.613109 + Penalty 2757.383425 = -589751.229685
  nChanged 62
		SP:Iteration 8Q (108346.430000 sec): 3 clusters
  Score: Raw -592527.364347 + Penalty 2757.383425 = -589769.980923
  nChanged 58
		SP:Iteration 9Q (108346.610000 sec): 3 clusters
  Score: Raw -592542.343089 + Penalty 2757.383425 = -589784.959665
  nChanged 45
		SP:Iteration 10Q (108346.800000 sec): 3 clusters
  Score: Raw -592555.493281 + Penalty 2757.383425 = -589798.109857
  nChanged 43
		SP:Iteration 11Q (108347.030000 sec): 3 clusters
  Score: Raw -592564.425272 + Penalty 2757.383425 = -589807.041848
  nChanged 27
		SP:Iteration 12Q (108347.280000 sec): 3 clusters
  Score: Raw -592571.221819 + Penalty 2757.383425 = -589813.838394
  nChanged 38
		SP:Iteration 13Q (108347.500000 sec): 3 clusters
  Score: Raw -592579.778851 + Penalty 2757.383425 = -589822.395426
  nChanged 28
		SP:Iteration 14Q (108347.690000 sec): 3 clusters
  Score: Raw -592585.982394 + Penalty 2757.383425 = -589828.598969
  nChanged 30
		SP:Iteration 15Q (108347.880000 sec): 3 clusters
  Score: Raw -592592.424437 + Penalty 2757.383425 = -589835.041013
  nChanged 40
		SP:Iteration 16Q (108348.080000 sec): 3 clusters
  Score: Raw -592603.583959 + Penalty 2757.383425 = -589846.200534
  nChanged 48
		SP:Iteration 17Q (108348.300000 sec): 3 clusters
  Score: Raw -592614.570006 + Penalty 2757.383425 = -589857.186581
  nChanged 50
		SP:Iteration 18Q (108348.480000 sec): 3 clusters
  Score: Raw -592624.202803 + Penalty 2757.383425 = -589866.819378
  nChanged 47
		SP:Iteration 19Q (108348.700000 sec): 3 clusters
  Score: Raw -592635.669078 + Penalty 2757.383425 = -589878.285653
  nChanged 55
		SP:Iteration 20F (108348.890000 sec): 3 clusters
  Score: Raw -592649.136890 + Penalty 2757.383425 = -589891.753466
  nChanged 59
		SP:Iteration 21Q (108349.070000 sec): 3 clusters
  Score: Raw -592662.392085 + Penalty 2757.383425 = -589905.008661
  nChanged 62
		SP:Iteration 22Q (108349.280000 sec): 3 clusters
  Score: Raw -592682.327657 + Penalty 2757.383425 = -589924.944232
  nChanged 81
		SP:Iteration 23Q (108349.500000 sec): 3 clusters
  Score: Raw -592710.944134 + Penalty 2757.383425 = -589953.560710
  nChanged 105
		SP:Iteration 24Q (108349.700000 sec): 3 clusters
  Score: Raw -592745.703266 + Penalty 2757.383425 = -589988.319841
  nChanged 101
		SP:Iteration 25Q (108349.860000 sec): 3 clusters
  Score: Raw -592780.258527 + Penalty 2757.383425 = -590022.875102
  nChanged 93
		SP:Iteration 26Q (108350.090000 sec): 3 clusters
  Score: Raw -592808.441712 + Penalty 2757.383425 = -590051.058287
  nChanged 82
		SP:Iteration 27Q (108350.260000 sec): 3 clusters
  Score: Raw -592835.421392 + Penalty 2757.383425 = -590078.037967
  nChanged 85
		SP:Iteration 28Q (108350.460000 sec): 3 clusters
  Score: Raw -592862.101861 + Penalty 2757.383425 = -590104.718437
  nChanged 78
		SP:Iteration 29Q (108350.640000 sec): 3 clusters
  Score: Raw -592888.138280 + Penalty 2757.383425 = -590130.754855
  nChanged 84
		SP:Iteration 30Q (108350.850000 sec): 3 clusters
  Score: Raw -592918.826410 + Penalty 2757.383425 = -590161.442985
  nChanged 84
		SP:Iteration 31Q (108351.050000 sec): 3 clusters
  Score: Raw -592950.929183 + Penalty 2757.383425 = -590193.545758
  nChanged 85
		SP:Iteration 32Q (108351.220000 sec): 3 clusters
  Score: Raw -592983.063324 + Penalty 2757.383425 = -590225.679900
  nChanged 78
		SP:Iteration 33Q (108351.410000 sec): 3 clusters
  Score: Raw -593010.364363 + Penalty 2757.383425 = -590252.980938
  nChanged 67
		SP:Iteration 34Q (108351.640000 sec): 3 clusters
  Score: Raw -593034.017850 + Penalty 2757.383425 = -590276.634425
  nChanged 65
		SP:Iteration 35Q (108351.820000 sec): 3 clusters
  Score: Raw -593060.312407 + Penalty 2757.383425 = -590302.928983
  nChanged 78
		SP:Iteration 36Q (108352.040000 sec): 3 clusters
  Score: Raw -593096.887771 + Penalty 2757.383425 = -590339.504347
  nChanged 84
		SP:Iteration 37Q (108352.220000 sec): 3 clusters
  Score: Raw -593134.327695 + Penalty 2757.383425 = -590376.944270
  nChanged 75
		SP:Iteration 38Q (108352.420000 sec): 3 clusters
  Score: Raw -593165.897353 + Penalty 2757.383425 = -590408.513928
  nChanged 62
		SP:Iteration 39Q (108352.550000 sec): 3 clusters
  Score: Raw -593193.973303 + Penalty 2757.383425 = -590436.589878
  nChanged 53
		SP:Iteration 40F (108352.750000 sec): 3 clusters
  Score: Raw -593216.678257 + Penalty 2757.383425 = -590459.294833
  nChanged 44
		SP:Iteration 41Q (108352.980000 sec): 3 clusters
  Score: Raw -593236.679370 + Penalty 2757.383425 = -590479.295945
  nChanged 48
		SP:Iteration 42Q (108353.240000 sec): 3 clusters
  Score: Raw -593260.824496 + Penalty 2757.383425 = -590503.441071
  nChanged 53
		SP:Iteration 43Q (108353.450000 sec): 3 clusters
  Score: Raw -593285.299107 + Penalty 2757.383425 = -590527.915683
  nChanged 49
		SP:Iteration 44Q (108353.660000 sec): 3 clusters
  Score: Raw -593306.851485 + Penalty 2757.383425 = -590549.468060
  nChanged 35
		SP:Iteration 45Q (108353.830000 sec): 3 clusters
  Score: Raw -593321.463772 + Penalty 2757.383425 = -590564.080347
  nChanged 41
		SP:Iteration 46Q (108354.040000 sec): 3 clusters
  Score: Raw -593337.678733 + Penalty 2757.383425 = -590580.295309
  nChanged 32
		SP:Iteration 47Q (108354.250000 sec): 3 clusters
  Score: Raw -593349.951705 + Penalty 2757.383425 = -590592.568281
  nChanged 28
		SP:Iteration 48Q (108354.430000 sec): 3 clusters
  Score: Raw -593362.079980 + Penalty 2757.383425 = -590604.696555
  nChanged 34
		SP:Iteration 49Q (108354.690000 sec): 3 clusters
  Score: Raw -593377.899500 + Penalty 2757.383425 = -590620.516075
  nChanged 36
		SP:Iteration 50Q (108354.900000 sec): 3 clusters
  Score: Raw -593395.361744 + Penalty 2757.383425 = -590637.978319
  nChanged 30
		SP:Iteration 51Q (108355.080000 sec): 3 clusters
  Score: Raw -593410.351582 + Penalty 2757.383425 = -590652.968157
  nChanged 30
		SP:Iteration 52Q (108355.260000 sec): 3 clusters
  Score: Raw -593425.020869 + Penalty 2757.383425 = -590667.637444
  nChanged 38
		SP:Iteration 53Q (108355.470000 sec): 3 clusters
  Score: Raw -593445.827829 + Penalty 2757.383425 = -590688.444404
  nChanged 28
		SP:Iteration 54Q (108355.620000 sec): 3 clusters
  Score: Raw -593459.137024 + Penalty 2757.383425 = -590701.753599
  nChanged 25
		SP:Iteration 55Q (108355.820000 sec): 3 clusters
  Score: Raw -593473.775479 + Penalty 2757.383425 = -590716.392054
  nChanged 21
		SP:Iteration 56Q (108356.000000 sec): 3 clusters
  Score: Raw -593487.743376 + Penalty 2757.383425 = -590730.359951
  nChanged 26
		SP:Iteration 57Q (108356.230000 sec): 3 clusters
  Score: Raw -593502.982155 + Penalty 2757.383425 = -590745.598730
  nChanged 19
		SP:Iteration 58Q (108356.400000 sec): 3 clusters
  Score: Raw -593514.310741 + Penalty 2757.383425 = -590756.927316
  nChanged 14
		SP:Iteration 59Q (108356.610000 sec): 3 clusters
  Score: Raw -593523.067211 + Penalty 2757.383425 = -590765.683786
  nChanged 14
		SP:Iteration 60F (108356.810000 sec): 3 clusters
  Score: Raw -593531.682483 + Penalty 2757.383425 = -590774.299059
  nChanged 18
		SP:Iteration 61Q (108356.990000 sec): 3 clusters
  Score: Raw -593542.400215 + Penalty 2757.383425 = -590785.016791
  nChanged 15
		SP:Iteration 62Q (108357.210000 sec): 3 clusters
  Score: Raw -593552.990226 + Penalty 2757.383425 = -590795.606801
  nChanged 12
		SP:Iteration 63Q (108357.400000 sec): 3 clusters
  Score: Raw -593558.957151 + Penalty 2757.383425 = -590801.573727
  nChanged 11
		SP:Iteration 64Q (108357.590000 sec): 3 clusters
  Score: Raw -593565.772866 + Penalty 2757.383425 = -590808.389441
  nChanged 12
		SP:Iteration 65Q (108357.810000 sec): 3 clusters
  Score: Raw -593572.814819 + Penalty 2757.383425 = -590815.431394
  nChanged 8
		SP:Iteration 66Q (108358.030000 sec): 3 clusters
  Score: Raw -593577.950394 + Penalty 2757.383425 = -590820.566969
  nChanged 7
		SP:Iteration 67Q (108358.220000 sec): 3 clusters
  Score: Raw -593581.865141 + Penalty 2757.383425 = -590824.481716
  nChanged 8
		SP:Iteration 68Q (108358.370000 sec): 3 clusters
  Score: Raw -593587.987125 + Penalty 2757.383425 = -590830.603700
  nChanged 6
		SP:Iteration 69Q (108358.600000 sec): 3 clusters
  Score: Raw -593592.133852 + Penalty 2757.383425 = -590834.750427
  nChanged 6
		SP:Iteration 70Q (108358.780000 sec): 3 clusters
  Score: Raw -593595.689479 + Penalty 2757.383425 = -590838.306055
  nChanged 9
		SP:Iteration 71Q (108358.940000 sec): 3 clusters
  Score: Raw -593602.317571 + Penalty 2757.383425 = -590844.934146
  nChanged 6
		SP:Iteration 72Q (108359.150000 sec): 3 clusters
  Score: Raw -593606.695275 + Penalty 2757.383425 = -590849.311851
  nChanged 6
		SP:Iteration 73Q (108359.350000 sec): 3 clusters
  Score: Raw -593612.061437 + Penalty 2757.383425 = -590854.678012
  nChanged 10
		SP:Iteration 74Q (108359.550000 sec): 3 clusters
  Score: Raw -593623.137977 + Penalty 2757.383425 = -590865.754552
  nChanged 7
		SP:Iteration 75Q (108359.740000 sec): 3 clusters
  Score: Raw -593629.819571 + Penalty 2757.383425 = -590872.436147
  nChanged 4
		SP:Iteration 76Q (108359.910000 sec): 3 clusters
  Score: Raw -593632.149647 + Penalty 2757.383425 = -590874.766222
  nChanged 6
		SP:Iteration 77Q (108360.100000 sec): 3 clusters
  Score: Raw -593636.071813 + Penalty 2757.383425 = -590878.688389
  nChanged 3
		SP:Iteration 78Q (108360.290000 sec): 3 clusters
  Score: Raw -593637.573264 + Penalty 2757.383425 = -590880.189839
  nChanged 1
		SP:Iteration 79Q (108360.500000 sec): 3 clusters
  Score: Raw -593637.985094 + Penalty 2757.383425 = -590880.601669
  nChanged 0
		SP:Iteration 80F (108360.720000 sec): 3 clusters
  Score: Raw -593637.985094 + Penalty 2757.383425 = -590880.601669
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108360.900000 sec): 2 clusters
  Score: Raw -1523571.968655 + Penalty 1549.782481 = -1522022.186174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108361.170000 sec): 3 clusters
  Score: Raw -1515555.001941 + Penalty 3099.564961 = -1512455.436980
  nChanged 6122
		SP:Iteration 1F (108361.430000 sec): 3 clusters
  Score: Raw -1519491.801163 + Penalty 3099.564961 = -1516392.236202
  nChanged 1045
		SP:Iteration 2F (108361.730000 sec): 3 clusters
  Score: Raw -1520177.385722 + Penalty 3099.564961 = -1517077.820760
  nChanged 937
		SP:Iteration 3F (108362.050000 sec): 3 clusters
  Score: Raw -1520757.285097 + Penalty 3099.564961 = -1517657.720135
  nChanged 831
		SP:Iteration 4F (108362.350000 sec): 3 clusters
  Score: Raw -1521235.780198 + Penalty 3099.564961 = -1518136.215236
  nChanged 704
		SP:Iteration 5F (108362.620000 sec): 3 clusters
  Score: Raw -1521577.374001 + Penalty 3099.564961 = -1518477.809040
  nChanged 588
		SP:Iteration 6Q (108362.840000 sec): 3 clusters
  Score: Raw -1521832.077105 + Penalty 3099.564961 = -1518732.512144
  nChanged 456
		SP:Iteration 7Q (108363.090000 sec): 3 clusters
  Score: Raw -1522009.873339 + Penalty 3099.564961 = -1518910.308377
  nChanged 379
		SP:Iteration 8Q (108363.350000 sec): 3 clusters
  Score: Raw -1522168.934482 + Penalty 3099.564961 = -1519069.369520
  nChanged 386
		SP:Iteration 9Q (108363.640000 sec): 3 clusters
  Score: Raw -1522313.220174 + Penalty 3099.564961 = -1519213.655213
  nChanged 324
		SP:Iteration 10Q (108363.840000 sec): 3 clusters
  Score: Raw -1522416.251930 + Penalty 3099.564961 = -1519316.686968
  nChanged 260
		SP:Iteration 11Q (108364.120000 sec): 3 clusters
  Score: Raw -1522493.630360 + Penalty 3099.564961 = -1519394.065399
  nChanged 226
		SP:Iteration 12Q (108364.350000 sec): 3 clusters
  Score: Raw -1522552.819180 + Penalty 3099.564961 = -1519453.254218
  nChanged 187
		SP:Iteration 13Q (108364.660000 sec): 3 clusters
  Score: Raw -1522594.315092 + Penalty 3099.564961 = -1519494.750131
  nChanged 159
		SP:Iteration 14Q (108364.950000 sec): 3 clusters
  Score: Raw -1522632.789194 + Penalty 3099.564961 = -1519533.224233
  nChanged 176
		SP:Iteration 15Q (108365.240000 sec): 3 clusters
  Score: Raw -1522677.549102 + Penalty 3099.564961 = -1519577.984140
  nChanged 183
		SP:Iteration 16Q (108365.450000 sec): 3 clusters
  Score: Raw -1522734.100759 + Penalty 3099.564961 = -1519634.535797
  nChanged 191
		SP:Iteration 17Q (108365.640000 sec): 3 clusters
  Score: Raw -1522788.031683 + Penalty 3099.564961 = -1519688.466722
  nChanged 181
		SP:Iteration 18Q (108365.880000 sec): 3 clusters
  Score: Raw -1522837.836224 + Penalty 3099.564961 = -1519738.271263
  nChanged 164
		SP:Iteration 19Q (108366.160000 sec): 3 clusters
  Score: Raw -1522884.845296 + Penalty 3099.564961 = -1519785.280334
  nChanged 164
		SP:Iteration 20F (108366.390000 sec): 3 clusters
  Score: Raw -1522935.103396 + Penalty 3099.564961 = -1519835.538435
  nChanged 184
		SP:Iteration 21Q (108366.590000 sec): 3 clusters
  Score: Raw -1522993.911391 + Penalty 3099.564961 = -1519894.346430
  nChanged 182
		SP:Iteration 22Q (108366.840000 sec): 3 clusters
  Score: Raw -1523056.619765 + Penalty 3099.564961 = -1519957.054803
  nChanged 191
		SP:Iteration 23Q (108367.140000 sec): 3 clusters
  Score: Raw -1523117.514829 + Penalty 3099.564961 = -1520017.949867
  nChanged 174
		SP:Iteration 24Q (108367.370000 sec): 3 clusters
  Score: Raw -1523165.414809 + Penalty 3099.564961 = -1520065.849847
  nChanged 166
		SP:Iteration 25Q (108367.700000 sec): 3 clusters
  Score: Raw -1523219.982174 + Penalty 3099.564961 = -1520120.417212
  nChanged 177
		SP:Iteration 26Q (108368.000000 sec): 3 clusters
  Score: Raw -1523270.111877 + Penalty 3099.564961 = -1520170.546916
  nChanged 153
		SP:Iteration 27Q (108368.210000 sec): 3 clusters
  Score: Raw -1523307.217877 + Penalty 3099.564961 = -1520207.652916
  nChanged 137
		SP:Iteration 28Q (108368.490000 sec): 3 clusters
  Score: Raw -1523340.060836 + Penalty 3099.564961 = -1520240.495874
  nChanged 126
		SP:Iteration 29Q (108368.730000 sec): 3 clusters
  Score: Raw -1523370.563021 + Penalty 3099.564961 = -1520270.998059
  nChanged 145
		SP:Iteration 30Q (108368.960000 sec): 3 clusters
  Score: Raw -1523405.202705 + Penalty 3099.564961 = -1520305.637743
  nChanged 135
		SP:Iteration 31Q (108369.250000 sec): 3 clusters
  Score: Raw -1523440.851716 + Penalty 3099.564961 = -1520341.286755
  nChanged 159
		SP:Iteration 32Q (108369.510000 sec): 3 clusters
  Score: Raw -1523490.244503 + Penalty 3099.564961 = -1520390.679542
  nChanged 176
		SP:Iteration 33Q (108369.800000 sec): 3 clusters
  Score: Raw -1523551.249772 + Penalty 3099.564961 = -1520451.684811
  nChanged 181
		SP:Iteration 34Q (108370.080000 sec): 3 clusters
  Score: Raw -1523613.580841 + Penalty 3099.564961 = -1520514.015879
  nChanged 170
		SP:Iteration 35Q (108370.300000 sec): 3 clusters
  Score: Raw -1523674.685689 + Penalty 3099.564961 = -1520575.120728
  nChanged 170
		SP:Iteration 36Q (108370.620000 sec): 3 clusters
  Score: Raw -1523744.073275 + Penalty 3099.564961 = -1520644.508313
  nChanged 161
		SP:Iteration 37Q (108370.860000 sec): 3 clusters
  Score: Raw -1523808.965291 + Penalty 3099.564961 = -1520709.400329
  nChanged 163
		SP:Iteration 38Q (108371.140000 sec): 3 clusters
  Score: Raw -1523872.031917 + Penalty 3099.564961 = -1520772.466956
  nChanged 145
		SP:Iteration 39Q (108371.390000 sec): 3 clusters
  Score: Raw -1523927.034982 + Penalty 3099.564961 = -1520827.470020
  nChanged 132
		SP:Iteration 40F (108371.650000 sec): 3 clusters
  Score: Raw -1523972.873146 + Penalty 3099.564961 = -1520873.308184
  nChanged 127
		SP:Iteration 41Q (108371.930000 sec): 3 clusters
  Score: Raw -1524017.540353 + Penalty 3099.564961 = -1520917.975391
  nChanged 116
		SP:Iteration 42Q (108372.220000 sec): 3 clusters
  Score: Raw -1524061.199450 + Penalty 3099.564961 = -1520961.634489
  nChanged 112
		SP:Iteration 43Q (108372.490000 sec): 3 clusters
  Score: Raw -1524099.986285 + Penalty 3099.564961 = -1521000.421323
  nChanged 97
		SP:Iteration 44Q (108372.760000 sec): 3 clusters
  Score: Raw -1524131.877820 + Penalty 3099.564961 = -1521032.312859
  nChanged 86
		SP:Iteration 45Q (108372.990000 sec): 3 clusters
  Score: Raw -1524159.412648 + Penalty 3099.564961 = -1521059.847687
  nChanged 66
		SP:Iteration 46Q (108373.370000 sec): 3 clusters
  Score: Raw -1524176.144036 + Penalty 3099.564961 = -1521076.579075
  nChanged 54
		SP:Iteration 47Q (108373.590000 sec): 3 clusters
  Score: Raw -1524188.782245 + Penalty 3099.564961 = -1521089.217284
  nChanged 46
		SP:Iteration 48Q (108373.890000 sec): 3 clusters
  Score: Raw -1524200.176288 + Penalty 3099.564961 = -1521100.611327
  nChanged 55
		SP:Iteration 49Q (108374.080000 sec): 3 clusters
  Score: Raw -1524217.070245 + Penalty 3099.564961 = -1521117.505283
  nChanged 51
		SP:Iteration 50Q (108374.360000 sec): 3 clusters
  Score: Raw -1524236.466184 + Penalty 3099.564961 = -1521136.901222
  nChanged 46
		SP:Iteration 51Q (108374.590000 sec): 3 clusters
  Score: Raw -1524251.077863 + Penalty 3099.564961 = -1521151.512901
  nChanged 42
		SP:Iteration 52Q (108374.860000 sec): 3 clusters
  Score: Raw -1524266.462230 + Penalty 3099.564961 = -1521166.897269
  nChanged 39
		SP:Iteration 53Q (108375.120000 sec): 3 clusters
  Score: Raw -1524280.397251 + Penalty 3099.564961 = -1521180.832289
  nChanged 41
		SP:Iteration 54Q (108375.330000 sec): 3 clusters
  Score: Raw -1524292.085033 + Penalty 3099.564961 = -1521192.520072
  nChanged 31
		SP:Iteration 55Q (108375.620000 sec): 3 clusters
  Score: Raw -1524301.306592 + Penalty 3099.564961 = -1521201.741630
  nChanged 27
		SP:Iteration 56Q (108375.870000 sec): 3 clusters
  Score: Raw -1524308.425575 + Penalty 3099.564961 = -1521208.860614
  nChanged 20
		SP:Iteration 57Q (108376.090000 sec): 3 clusters
  Score: Raw -1524314.235300 + Penalty 3099.564961 = -1521214.670338
  nChanged 20
		SP:Iteration 58Q (108376.320000 sec): 3 clusters
  Score: Raw -1524322.417104 + Penalty 3099.564961 = -1521222.852143
  nChanged 20
		SP:Iteration 59Q (108376.570000 sec): 3 clusters
  Score: Raw -1524328.760299 + Penalty 3099.564961 = -1521229.195337
  nChanged 12
		SP:Iteration 60F (108376.850000 sec): 3 clusters
  Score: Raw -1524331.415134 + Penalty 3099.564961 = -1521231.850173
  nChanged 9
		SP:Iteration 61Q (108377.080000 sec): 3 clusters
  Score: Raw -1524333.736797 + Penalty 3099.564961 = -1521234.171836
  nChanged 5
		SP:Iteration 62Q (108377.400000 sec): 3 clusters
  Score: Raw -1524335.083594 + Penalty 3099.564961 = -1521235.518633
  nChanged 7
		SP:Iteration 63Q (108377.660000 sec): 3 clusters
  Score: Raw -1524336.972204 + Penalty 3099.564961 = -1521237.407243
  nChanged 3
		SP:Iteration 64Q (108377.890000 sec): 3 clusters
  Score: Raw -1524337.745100 + Penalty 3099.564961 = -1521238.180138
  nChanged 2
		SP:Iteration 65Q (108378.170000 sec): 3 clusters
  Score: Raw -1524338.094683 + Penalty 3099.564961 = -1521238.529722
  nChanged 0
		SP:Iteration 66F (108378.480000 sec): 3 clusters
  Score: Raw -1524338.094683 + Penalty 3099.564961 = -1521238.529722
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108378.630000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108378.850000 sec): 3 clusters
  Score: Raw -19147.142399 + Penalty 1708.685996 = -17438.456403
  nChanged 40
		SP:Iteration 1F (108379.020000 sec): 3 clusters
  Score: Raw -19293.593396 + Penalty 1708.685996 = -17584.907401
  nChanged 9
		SP:Iteration 2Q (108379.230000 sec): 3 clusters
  Score: Raw -19337.497894 + Penalty 1708.685996 = -17628.811898
  nChanged 8
		SP:Iteration 3Q (108379.450000 sec): 3 clusters
  Score: Raw -19368.685401 + Penalty 1708.685996 = -17659.999405
  nChanged 1
		SP:Iteration 4Q (108379.660000 sec): 3 clusters
  Score: Raw -19371.885527 + Penalty 1708.685996 = -17663.199531
  nChanged 0
		SP:Iteration 5F (108379.810000 sec): 3 clusters
  Score: Raw -19371.885527 + Penalty 1708.685996 = -17663.199531
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (362816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108381.470000 sec): 2 clusters
  Score: Raw -44124040.763967 + Penalty 2080.268303 = -44121960.495664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108383.290000 sec): 3 clusters
  Score: Raw -43880251.912161 + Penalty 4160.536607 = -43876091.375554
  nChanged 177819
		SP:Iteration 1F (108385.110000 sec): 3 clusters
  Score: Raw -43986677.469938 + Penalty 4160.536607 = -43982516.933332
  nChanged 9573
		SP:Iteration 2Q (108387.030000 sec): 3 clusters
  Score: Raw -43988865.612582 + Penalty 4160.536607 = -43984705.075975
  nChanged 11834
		SP:Iteration 3Q (108389.030000 sec): 3 clusters
  Score: Raw -43992435.754663 + Penalty 4160.536607 = -43988275.218056
  nChanged 15163
		SP:Iteration 4Q (108390.840000 sec): 3 clusters
  Score: Raw -43998473.918147 + Penalty 4160.536607 = -43994313.381541
  nChanged 19304
		SP:Iteration 5F (108392.740000 sec): 3 clusters
  Score: Raw -44008491.541858 + Penalty 4160.536607 = -44004331.005252
  nChanged 23917
		SP:Iteration 6F (108394.500000 sec): 3 clusters
  Score: Raw -44024284.257660 + Penalty 4160.536607 = -44020123.721054
  nChanged 26926
		SP:Iteration 7F (108396.290000 sec): 3 clusters
  Score: Raw -44045336.812634 + Penalty 4160.536607 = -44041176.276027
  nChanged 26183
		SP:Iteration 8F (108398.260000 sec): 3 clusters
  Score: Raw -44068073.286868 + Penalty 4160.536607 = -44063912.750261
  nChanged 21741
		SP:Iteration 9F (108400.200000 sec): 3 clusters
  Score: Raw -44087813.188441 + Penalty 4160.536607 = -44083652.651834
  nChanged 15744
		SP:Iteration 10Q (108401.940000 sec): 3 clusters
  Score: Raw -44101826.547245 + Penalty 4160.536607 = -44097666.010638
  nChanged 10498
		SP:Iteration 11Q (108404.010000 sec): 3 clusters
  Score: Raw -44110852.252157 + Penalty 4160.536607 = -44106691.715550
  nChanged 7004
		SP:Iteration 12Q (108405.690000 sec): 3 clusters
  Score: Raw -44116608.286806 + Penalty 4160.536607 = -44112447.750199
  nChanged 4556
		SP:Iteration 13Q (108407.300000 sec): 3 clusters
  Score: Raw -44120140.584611 + Penalty 4160.536607 = -44115980.048005
  nChanged 2645
		SP:Iteration 14Q (108409.060000 sec): 3 clusters
  Score: Raw -44122029.175443 + Penalty 4160.536607 = -44117868.638836
  nChanged 1525
		SP:Iteration 15Q (108410.720000 sec): 3 clusters
  Score: Raw -44123059.157896 + Penalty 4160.536607 = -44118898.621290
  nChanged 794
		SP:Iteration 16Q (108412.400000 sec): 3 clusters
  Score: Raw -44123589.268104 + Penalty 4160.536607 = -44119428.731498
  nChanged 437
		SP:Iteration 17Q (108414.060000 sec): 3 clusters
  Score: Raw -44123883.285576 + Penalty 4160.536607 = -44119722.748970
  nChanged 238
		SP:Iteration 18Q (108415.580000 sec): 3 clusters
  Score: Raw -44124043.164577 + Penalty 4160.536607 = -44119882.627970
  nChanged 130
		SP:Iteration 19Q (108417.130000 sec): 3 clusters
  Score: Raw -44124124.588635 + Penalty 4160.536607 = -44119964.052028
  nChanged 72
		SP:Iteration 20F (108418.740000 sec): 3 clusters
  Score: Raw -44124165.377101 + Penalty 4160.536607 = -44120004.840494
  nChanged 45
		SP:Iteration 21Q (108420.300000 sec): 3 clusters
  Score: Raw -44124201.007638 + Penalty 4160.536607 = -44120040.471031
  nChanged 39
		SP:Iteration 22Q (108421.970000 sec): 3 clusters
  Score: Raw -44124229.879299 + Penalty 4160.536607 = -44120069.342692
  nChanged 30
		SP:Iteration 23Q (108423.530000 sec): 3 clusters
  Score: Raw -44124249.522070 + Penalty 4160.536607 = -44120088.985463
  nChanged 23
		SP:Iteration 24Q (108425.020000 sec): 3 clusters
  Score: Raw -44124263.520458 + Penalty 4160.536607 = -44120102.983852
  nChanged 16
		SP:Iteration 25Q (108426.580000 sec): 3 clusters
  Score: Raw -44124272.215167 + Penalty 4160.536607 = -44120111.678560
  nChanged 10
		SP:Iteration 26Q (108428.140000 sec): 3 clusters
  Score: Raw -44124277.381173 + Penalty 4160.536607 = -44120116.844567
  nChanged 3
		SP:Iteration 27Q (108429.800000 sec): 3 clusters
  Score: Raw -44124279.167440 + Penalty 4160.536607 = -44120118.630833
  nChanged 1
		SP:Iteration 28Q (108431.500000 sec): 3 clusters
  Score: Raw -44124279.980271 + Penalty 4160.536607 = -44120119.443665
  nChanged 1
		SP:Iteration 29Q (108432.750000 sec): 3 clusters
  Score: Raw -44124280.473568 + Penalty 4160.536607 = -44120119.936961
  nChanged 1
		SP:Iteration 30Q (108434.260000 sec): 3 clusters
  Score: Raw -44124281.793419 + Penalty 4160.536607 = -44120121.256812
  nChanged 2
		SP:Iteration 31Q (108436.000000 sec): 3 clusters
  Score: Raw -44124282.929637 + Penalty 4160.536607 = -44120122.393030
  nChanged 2
		SP:Iteration 32Q (108437.560000 sec): 3 clusters
  Score: Raw -44124283.909762 + Penalty 4160.536607 = -44120123.373155
  nChanged 1
		SP:Iteration 33Q (108439.320000 sec): 3 clusters
  Score: Raw -44124284.297658 + Penalty 4160.536607 = -44120123.761051
  nChanged 0
		SP:Iteration 34F (108441.280000 sec): 3 clusters
  Score: Raw -44124284.297658 + Penalty 4160.536607 = -44120123.761051
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108441.660000 sec): 2 clusters
  Score: Raw -2559638.873413 + Penalty 1627.456735 = -2558011.416678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108441.960000 sec): 3 clusters
  Score: Raw -2546170.589355 + Penalty 3254.913470 = -2542915.675885
  nChanged 10171
		SP:Iteration 1F (108442.360000 sec): 3 clusters
  Score: Raw -2551680.929174 + Penalty 3254.913470 = -2548426.015704
  nChanged 1268
		SP:Iteration 2F (108442.670000 sec): 3 clusters
  Score: Raw -2552179.509788 + Penalty 3254.913470 = -2548924.596318
  nChanged 1189
		SP:Iteration 3F (108443.030000 sec): 3 clusters
  Score: Raw -2552731.950832 + Penalty 3254.913470 = -2549477.037362
  nChanged 1276
		SP:Iteration 4F (108443.320000 sec): 3 clusters
  Score: Raw -2553383.782738 + Penalty 3254.913470 = -2550128.869269
  nChanged 1351
		SP:Iteration 5F (108443.600000 sec): 3 clusters
  Score: Raw -2554219.381858 + Penalty 3254.913470 = -2550964.468388
  nChanged 1463
		SP:Iteration 6F (108443.920000 sec): 3 clusters
  Score: Raw -2555273.056110 + Penalty 3254.913470 = -2552018.142641
  nChanged 1512
		SP:Iteration 7F (108444.220000 sec): 3 clusters
  Score: Raw -2556453.433372 + Penalty 3254.913470 = -2553198.519902
  nChanged 1401
		SP:Iteration 8F (108444.540000 sec): 3 clusters
  Score: Raw -2557609.896508 + Penalty 3254.913470 = -2554354.983039
  nChanged 1078
		SP:Iteration 9Q (108444.920000 sec): 3 clusters
  Score: Raw -2558499.768628 + Penalty 3254.913470 = -2555244.855158
  nChanged 761
		SP:Iteration 10Q (108445.190000 sec): 3 clusters
  Score: Raw -2559100.149734 + Penalty 3254.913470 = -2555845.236264
  nChanged 505
		SP:Iteration 11Q (108445.490000 sec): 3 clusters
  Score: Raw -2559516.952195 + Penalty 3254.913470 = -2556262.038725
  nChanged 305
		SP:Iteration 12Q (108445.790000 sec): 3 clusters
  Score: Raw -2559768.051629 + Penalty 3254.913470 = -2556513.138159
  nChanged 150
		SP:Iteration 13Q (108446.150000 sec): 3 clusters
  Score: Raw -2559895.513929 + Penalty 3254.913470 = -2556640.600459
  nChanged 62
		SP:Iteration 14Q (108446.450000 sec): 3 clusters
  Score: Raw -2559941.310128 + Penalty 3254.913470 = -2556686.396658
  nChanged 37
		SP:Iteration 15Q (108446.780000 sec): 3 clusters
  Score: Raw -2559971.114299 + Penalty 3254.913470 = -2556716.200829
  nChanged 34
		SP:Iteration 16Q (108447.040000 sec): 3 clusters
  Score: Raw -2559994.249213 + Penalty 3254.913470 = -2556739.335743
  nChanged 25
		SP:Iteration 17Q (108447.350000 sec): 3 clusters
  Score: Raw -2560009.937975 + Penalty 3254.913470 = -2556755.024506
  nChanged 22
		SP:Iteration 18Q (108447.650000 sec): 3 clusters
  Score: Raw -2560024.933572 + Penalty 3254.913470 = -2556770.020103
  nChanged 24
		SP:Iteration 19Q (108447.960000 sec): 3 clusters
  Score: Raw -2560045.211353 + Penalty 3254.913470 = -2556790.297884
  nChanged 17
		SP:Iteration 20F (108448.260000 sec): 3 clusters
  Score: Raw -2560056.804806 + Penalty 3254.913470 = -2556801.891336
  nChanged 10
		SP:Iteration 21Q (108448.540000 sec): 3 clusters
  Score: Raw -2560064.537639 + Penalty 3254.913470 = -2556809.624169
  nChanged 14
		SP:Iteration 22Q (108448.820000 sec): 3 clusters
  Score: Raw -2560076.639042 + Penalty 3254.913470 = -2556821.725572
  nChanged 12
		SP:Iteration 23Q (108449.080000 sec): 3 clusters
  Score: Raw -2560090.158046 + Penalty 3254.913470 = -2556835.244576
  nChanged 19
		SP:Iteration 24Q (108449.380000 sec): 3 clusters
  Score: Raw -2560107.539251 + Penalty 3254.913470 = -2556852.625781
  nChanged 15
		SP:Iteration 25Q (108449.620000 sec): 3 clusters
  Score: Raw -2560118.193879 + Penalty 3254.913470 = -2556863.280409
  nChanged 13
		SP:Iteration 26Q (108449.900000 sec): 3 clusters
  Score: Raw -2560125.855534 + Penalty 3254.913470 = -2556870.942065
  nChanged 11
		SP:Iteration 27Q (108450.200000 sec): 3 clusters
  Score: Raw -2560131.153216 + Penalty 3254.913470 = -2556876.239747
  nChanged 7
		SP:Iteration 28Q (108450.530000 sec): 3 clusters
  Score: Raw -2560135.289699 + Penalty 3254.913470 = -2556880.376229
  nChanged 6
		SP:Iteration 29Q (108450.790000 sec): 3 clusters
  Score: Raw -2560138.876946 + Penalty 3254.913470 = -2556883.963476
  nChanged 1
		SP:Iteration 30Q (108451.100000 sec): 3 clusters
  Score: Raw -2560139.122443 + Penalty 3254.913470 = -2556884.208973
  nChanged 0
		SP:Iteration 31F (108451.450000 sec): 3 clusters
  Score: Raw -2560139.122443 + Penalty 3254.913470 = -2556884.208973
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108451.800000 sec): 2 clusters
  Score: Raw -5108208.429635 + Penalty 1726.851082 = -5106481.578553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108452.220000 sec): 3 clusters
  Score: Raw -5082330.377580 + Penalty 3453.702164 = -5078876.675416
  nChanged 19235
		SP:Iteration 1F (108452.660000 sec): 3 clusters
  Score: Raw -5093312.848091 + Penalty 3453.702164 = -5089859.145927
  nChanged 1889
		SP:Iteration 2Q (108453.100000 sec): 3 clusters
  Score: Raw -5094137.160729 + Penalty 3453.702164 = -5090683.458564
  nChanged 2262
		SP:Iteration 3F (108453.490000 sec): 3 clusters
  Score: Raw -5095281.241832 + Penalty 3453.702164 = -5091827.539668
  nChanged 2506
		SP:Iteration 4F (108453.870000 sec): 3 clusters
  Score: Raw -5096680.045945 + Penalty 3453.702164 = -5093226.343781
  nChanged 2586
		SP:Iteration 5F (108454.310000 sec): 3 clusters
  Score: Raw -5098117.051206 + Penalty 3453.702164 = -5094663.349042
  nChanged 2410
		SP:Iteration 6F (108454.800000 sec): 3 clusters
  Score: Raw -5099382.029251 + Penalty 3453.702164 = -5095928.327087
  nChanged 2125
		SP:Iteration 7F (108455.240000 sec): 3 clusters
  Score: Raw -5100304.924069 + Penalty 3453.702164 = -5096851.221905
  nChanged 1644
		SP:Iteration 8Q (108455.620000 sec): 3 clusters
  Score: Raw -5100946.025982 + Penalty 3453.702164 = -5097492.323817
  nChanged 1305
		SP:Iteration 9Q (108456.010000 sec): 3 clusters
  Score: Raw -5101393.956375 + Penalty 3453.702164 = -5097940.254211
  nChanged 1126
		SP:Iteration 10Q (108456.420000 sec): 3 clusters
  Score: Raw -5101754.159991 + Penalty 3453.702164 = -5098300.457827
  nChanged 1058
		SP:Iteration 11Q (108456.870000 sec): 3 clusters
  Score: Raw -5102084.460838 + Penalty 3453.702164 = -5098630.758674
  nChanged 1008
		SP:Iteration 12Q (108457.230000 sec): 3 clusters
  Score: Raw -5102433.575616 + Penalty 3453.702164 = -5098979.873452
  nChanged 1098
		SP:Iteration 13Q (108457.670000 sec): 3 clusters
  Score: Raw -5102843.125628 + Penalty 3453.702164 = -5099389.423464
  nChanged 1178
		SP:Iteration 14Q (108458.010000 sec): 3 clusters
  Score: Raw -5103324.430584 + Penalty 3453.702164 = -5099870.728419
  nChanged 1326
		SP:Iteration 15Q (108458.370000 sec): 3 clusters
  Score: Raw -5103876.456747 + Penalty 3453.702164 = -5100422.754583
  nChanged 1367
		SP:Iteration 16Q (108458.810000 sec): 3 clusters
  Score: Raw -5104472.712995 + Penalty 3453.702164 = -5101019.010830
  nChanged 1445
		SP:Iteration 17Q (108459.130000 sec): 3 clusters
  Score: Raw -5105092.423669 + Penalty 3453.702164 = -5101638.721505
  nChanged 1335
		SP:Iteration 18Q (108459.490000 sec): 3 clusters
  Score: Raw -5105646.623082 + Penalty 3453.702164 = -5102192.920918
  nChanged 1315
		SP:Iteration 19Q (108459.850000 sec): 3 clusters
  Score: Raw -5106201.559538 + Penalty 3453.702164 = -5102747.857374
  nChanged 1195
		SP:Iteration 20F (108460.270000 sec): 3 clusters
  Score: Raw -5106692.656851 + Penalty 3453.702164 = -5103238.954687
  nChanged 1058
		SP:Iteration 21Q (108460.740000 sec): 3 clusters
  Score: Raw -5107094.593419 + Penalty 3453.702164 = -5103640.891255
  nChanged 866
		SP:Iteration 22Q (108461.150000 sec): 3 clusters
  Score: Raw -5107411.920100 + Penalty 3453.702164 = -5103958.217936
  nChanged 744
		SP:Iteration 23Q (108461.530000 sec): 3 clusters
  Score: Raw -5107665.185579 + Penalty 3453.702164 = -5104211.483415
  nChanged 577
		SP:Iteration 24Q (108461.960000 sec): 3 clusters
  Score: Raw -5107850.945437 + Penalty 3453.702164 = -5104397.243273
  nChanged 481
		SP:Iteration 25Q (108462.340000 sec): 3 clusters
  Score: Raw -5108005.233623 + Penalty 3453.702164 = -5104551.531459
  nChanged 436
		SP:Iteration 26Q (108462.830000 sec): 3 clusters
  Score: Raw -5108144.580462 + Penalty 3453.702164 = -5104690.878297
  nChanged 374
		SP:Iteration 27Q (108463.160000 sec): 3 clusters
  Score: Raw -5108259.595643 + Penalty 3453.702164 = -5104805.893479
  nChanged 295
		SP:Iteration 28Q (108463.610000 sec): 3 clusters
  Score: Raw -5108345.755742 + Penalty 3453.702164 = -5104892.053578
  nChanged 229
		SP:Iteration 29Q (108463.930000 sec): 3 clusters
  Score: Raw -5108410.812844 + Penalty 3453.702164 = -5104957.110679
  nChanged 185
		SP:Iteration 30Q (108464.350000 sec): 3 clusters
  Score: Raw -5108459.887139 + Penalty 3453.702164 = -5105006.184975
  nChanged 142
		SP:Iteration 31Q (108464.760000 sec): 3 clusters
  Score: Raw -5108494.469899 + Penalty 3453.702164 = -5105040.767735
  nChanged 123
		SP:Iteration 32Q (108465.140000 sec): 3 clusters
  Score: Raw -5108522.851713 + Penalty 3453.702164 = -5105069.149549
  nChanged 98
		SP:Iteration 33Q (108465.580000 sec): 3 clusters
  Score: Raw -5108545.133708 + Penalty 3453.702164 = -5105091.431544
  nChanged 93
		SP:Iteration 34Q (108465.970000 sec): 3 clusters
  Score: Raw -5108564.670565 + Penalty 3453.702164 = -5105110.968401
  nChanged 75
		SP:Iteration 35Q (108466.310000 sec): 3 clusters
  Score: Raw -5108579.962586 + Penalty 3453.702164 = -5105126.260422
  nChanged 50
		SP:Iteration 36Q (108466.720000 sec): 3 clusters
  Score: Raw -5108589.923397 + Penalty 3453.702164 = -5105136.221233
  nChanged 44
		SP:Iteration 37Q (108467.160000 sec): 3 clusters
  Score: Raw -5108599.210107 + Penalty 3453.702164 = -5105145.507942
  nChanged 36
		SP:Iteration 38Q (108467.500000 sec): 3 clusters
  Score: Raw -5108606.839501 + Penalty 3453.702164 = -5105153.137336
  nChanged 41
		SP:Iteration 39Q (108467.900000 sec): 3 clusters
  Score: Raw -5108616.541623 + Penalty 3453.702164 = -5105162.839458
  nChanged 43
		SP:Iteration 40F (108468.330000 sec): 3 clusters
  Score: Raw -5108625.760542 + Penalty 3453.702164 = -5105172.058378
  nChanged 37
		SP:Iteration 41Q (108468.710000 sec): 3 clusters
  Score: Raw -5108634.725653 + Penalty 3453.702164 = -5105181.023489
  nChanged 36
		SP:Iteration 42Q (108469.130000 sec): 3 clusters
  Score: Raw -5108643.346673 + Penalty 3453.702164 = -5105189.644509
  nChanged 32
		SP:Iteration 43Q (108469.540000 sec): 3 clusters
  Score: Raw -5108650.236441 + Penalty 3453.702164 = -5105196.534277
  nChanged 30
		SP:Iteration 44Q (108469.910000 sec): 3 clusters
  Score: Raw -5108655.733297 + Penalty 3453.702164 = -5105202.031133
  nChanged 22
		SP:Iteration 45Q (108470.300000 sec): 3 clusters
  Score: Raw -5108659.747389 + Penalty 3453.702164 = -5105206.045224
  nChanged 20
		SP:Iteration 46Q (108470.680000 sec): 3 clusters
  Score: Raw -5108663.620972 + Penalty 3453.702164 = -5105209.918808
  nChanged 20
		SP:Iteration 47Q (108471.070000 sec): 3 clusters
  Score: Raw -5108666.677491 + Penalty 3453.702164 = -5105212.975327
  nChanged 14
		SP:Iteration 48Q (108471.400000 sec): 3 clusters
  Score: Raw -5108669.519643 + Penalty 3453.702164 = -5105215.817478
  nChanged 16
		SP:Iteration 49Q (108471.790000 sec): 3 clusters
  Score: Raw -5108672.492720 + Penalty 3453.702164 = -5105218.790556
  nChanged 13
		SP:Iteration 50Q (108472.140000 sec): 3 clusters
  Score: Raw -5108675.109750 + Penalty 3453.702164 = -5105221.407586
  nChanged 10
		SP:Iteration 51Q (108472.510000 sec): 3 clusters
  Score: Raw -5108677.139685 + Penalty 3453.702164 = -5105223.437521
  nChanged 10
		SP:Iteration 52Q (108472.900000 sec): 3 clusters
  Score: Raw -5108678.750998 + Penalty 3453.702164 = -5105225.048834
  nChanged 7
		SP:Iteration 53Q (108473.300000 sec): 3 clusters
  Score: Raw -5108680.120129 + Penalty 3453.702164 = -5105226.417964
  nChanged 4
		SP:Iteration 54Q (108473.680000 sec): 3 clusters
  Score: Raw -5108680.676268 + Penalty 3453.702164 = -5105226.974104
  nChanged 3
		SP:Iteration 55Q (108474.050000 sec): 3 clusters
  Score: Raw -5108681.134302 + Penalty 3453.702164 = -5105227.432138
  nChanged 2
		SP:Iteration 56Q (108474.490000 sec): 3 clusters
  Score: Raw -5108681.470403 + Penalty 3453.702164 = -5105227.768239
  nChanged 3
		SP:Iteration 57Q (108474.930000 sec): 3 clusters
  Score: Raw -5108682.013773 + Penalty 3453.702164 = -5105228.311609
  nChanged 3
		SP:Iteration 58Q (108475.290000 sec): 3 clusters
  Score: Raw -5108682.586875 + Penalty 3453.702164 = -5105228.884710
  nChanged 2
		SP:Iteration 59Q (108475.790000 sec): 3 clusters
  Score: Raw -5108683.158897 + Penalty 3453.702164 = -5105229.456733
  nChanged 2
		SP:Iteration 60F (108476.230000 sec): 3 clusters
  Score: Raw -5108683.482088 + Penalty 3453.702164 = -5105229.779923
  nChanged 1
		SP:Iteration 61Q (108476.560000 sec): 3 clusters
  Score: Raw -5108683.703507 + Penalty 3453.702164 = -5105230.001342
  nChanged 1
		SP:Iteration 62Q (108476.940000 sec): 3 clusters
  Score: Raw -5108683.836722 + Penalty 3453.702164 = -5105230.134558
  nChanged 0
		SP:Iteration 63F (108477.250000 sec): 3 clusters
  Score: Raw -5108683.836722 + Penalty 3453.702164 = -5105230.134558
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108477.420000 sec): 2 clusters
  Score: Raw -1653993.941819 + Penalty 1548.464492 = -1652445.477326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108477.680000 sec): 3 clusters
  Score: Raw -1646073.523608 + Penalty 3096.928985 = -1642976.594623
  nChanged 5927
		SP:Iteration 1F (108477.910000 sec): 3 clusters
  Score: Raw -1649285.298873 + Penalty 3096.928985 = -1646188.369888
  nChanged 868
		SP:Iteration 2F (108478.170000 sec): 3 clusters
  Score: Raw -1649717.228642 + Penalty 3096.928985 = -1646620.299657
  nChanged 815
		SP:Iteration 3F (108478.480000 sec): 3 clusters
  Score: Raw -1650206.802448 + Penalty 3096.928985 = -1647109.873464
  nChanged 861
		SP:Iteration 4F (108478.790000 sec): 3 clusters
  Score: Raw -1650827.102328 + Penalty 3096.928985 = -1647730.173343
  nChanged 859
		SP:Iteration 5F (108478.970000 sec): 3 clusters
  Score: Raw -1651512.470696 + Penalty 3096.928985 = -1648415.541711
  nChanged 845
		SP:Iteration 6F (108479.240000 sec): 3 clusters
  Score: Raw -1652187.950154 + Penalty 3096.928985 = -1649091.021169
  nChanged 719
		SP:Iteration 7F (108479.520000 sec): 3 clusters
  Score: Raw -1652783.558187 + Penalty 3096.928985 = -1649686.629202
  nChanged 567
		SP:Iteration 8Q (108479.750000 sec): 3 clusters
  Score: Raw -1653242.708051 + Penalty 3096.928985 = -1650145.779066
  nChanged 386
		SP:Iteration 9Q (108479.970000 sec): 3 clusters
  Score: Raw -1653564.805738 + Penalty 3096.928985 = -1650467.876753
  nChanged 265
		SP:Iteration 10Q (108480.180000 sec): 3 clusters
  Score: Raw -1653811.046355 + Penalty 3096.928985 = -1650714.117370
  nChanged 172
		SP:Iteration 11Q (108480.380000 sec): 3 clusters
  Score: Raw -1653993.440545 + Penalty 3096.928985 = -1650896.511560
  nChanged 122
		SP:Iteration 12Q (108480.590000 sec): 3 clusters
  Score: Raw -1654126.779305 + Penalty 3096.928985 = -1651029.850321
  nChanged 84
		SP:Iteration 13Q (108480.790000 sec): 3 clusters
  Score: Raw -1654221.298680 + Penalty 3096.928985 = -1651124.369696
  nChanged 60
		SP:Iteration 14Q (108481.050000 sec): 3 clusters
  Score: Raw -1654279.975538 + Penalty 3096.928985 = -1651183.046553
  nChanged 35
		SP:Iteration 15Q (108481.280000 sec): 3 clusters
  Score: Raw -1654322.708516 + Penalty 3096.928985 = -1651225.779532
  nChanged 35
		SP:Iteration 16Q (108481.480000 sec): 3 clusters
  Score: Raw -1654358.129278 + Penalty 3096.928985 = -1651261.200293
  nChanged 24
		SP:Iteration 17Q (108481.680000 sec): 3 clusters
  Score: Raw -1654379.535944 + Penalty 3096.928985 = -1651282.606959
  nChanged 24
		SP:Iteration 18Q (108481.980000 sec): 3 clusters
  Score: Raw -1654401.350046 + Penalty 3096.928985 = -1651304.421061
  nChanged 22
		SP:Iteration 19Q (108482.210000 sec): 3 clusters
  Score: Raw -1654416.124301 + Penalty 3096.928985 = -1651319.195317
  nChanged 16
		SP:Iteration 20F (108482.470000 sec): 3 clusters
  Score: Raw -1654425.952786 + Penalty 3096.928985 = -1651329.023801
  nChanged 12
		SP:Iteration 21Q (108482.730000 sec): 3 clusters
  Score: Raw -1654433.831032 + Penalty 3096.928985 = -1651336.902047
  nChanged 12
		SP:Iteration 22Q (108482.920000 sec): 3 clusters
  Score: Raw -1654444.866625 + Penalty 3096.928985 = -1651347.937641
  nChanged 9
		SP:Iteration 23Q (108483.170000 sec): 3 clusters
  Score: Raw -1654449.355138 + Penalty 3096.928985 = -1651352.426153
  nChanged 8
		SP:Iteration 24Q (108483.390000 sec): 3 clusters
  Score: Raw -1654454.086930 + Penalty 3096.928985 = -1651357.157945
  nChanged 5
		SP:Iteration 25Q (108483.590000 sec): 3 clusters
  Score: Raw -1654458.736648 + Penalty 3096.928985 = -1651361.807663
  nChanged 1
		SP:Iteration 26Q (108483.810000 sec): 3 clusters
  Score: Raw -1654459.762235 + Penalty 3096.928985 = -1651362.833250
  nChanged 3
		SP:Iteration 27Q (108484.090000 sec): 3 clusters
  Score: Raw -1654462.615102 + Penalty 3096.928985 = -1651365.686117
  nChanged 2
		SP:Iteration 28Q (108484.310000 sec): 3 clusters
  Score: Raw -1654463.759814 + Penalty 3096.928985 = -1651366.830829
  nChanged 2
		SP:Iteration 29Q (108484.540000 sec): 3 clusters
  Score: Raw -1654464.605009 + Penalty 3096.928985 = -1651367.676025
  nChanged 0
		SP:Iteration 30F (108484.830000 sec): 3 clusters
  Score: Raw -1654464.605009 + Penalty 3096.928985 = -1651367.676025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108485.110000 sec): 2 clusters
  Score: Raw -3627306.570825 + Penalty 1673.839505 = -3625632.731320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108485.420000 sec): 3 clusters
  Score: Raw -3608938.983865 + Penalty 3347.679009 = -3605591.304856
  nChanged 13652
		SP:Iteration 1F (108485.740000 sec): 3 clusters
  Score: Raw -3616524.610141 + Penalty 3347.679009 = -3613176.931132
  nChanged 1537
		SP:Iteration 2F (108486.040000 sec): 3 clusters
  Score: Raw -3617101.811745 + Penalty 3347.679009 = -3613754.132736
  nChanged 1640
		SP:Iteration 3F (108486.340000 sec): 3 clusters
  Score: Raw -3617787.306028 + Penalty 3347.679009 = -3614439.627019
  nChanged 1790
		SP:Iteration 4F (108486.640000 sec): 3 clusters
  Score: Raw -3618686.057843 + Penalty 3347.679009 = -3615338.378834
  nChanged 1920
		SP:Iteration 5F (108486.970000 sec): 3 clusters
  Score: Raw -3619753.749555 + Penalty 3347.679009 = -3616406.070546
  nChanged 1919
		SP:Iteration 6F (108487.290000 sec): 3 clusters
  Score: Raw -3620916.547847 + Penalty 3347.679009 = -3617568.868838
  nChanged 1798
		SP:Iteration 7F (108487.690000 sec): 3 clusters
  Score: Raw -3622124.875026 + Penalty 3347.679009 = -3618777.196017
  nChanged 1612
		SP:Iteration 8F (108488.040000 sec): 3 clusters
  Score: Raw -3623391.294424 + Penalty 3347.679009 = -3620043.615415
  nChanged 1411
		SP:Iteration 9Q (108488.400000 sec): 3 clusters
  Score: Raw -3624618.599716 + Penalty 3347.679009 = -3621270.920707
  nChanged 1108
		SP:Iteration 10Q (108488.740000 sec): 3 clusters
  Score: Raw -3625637.494759 + Penalty 3347.679009 = -3622289.815750
  nChanged 769
		SP:Iteration 11Q (108489.090000 sec): 3 clusters
  Score: Raw -3626334.032638 + Penalty 3347.679009 = -3622986.353629
  nChanged 504
		SP:Iteration 12Q (108489.390000 sec): 3 clusters
  Score: Raw -3626758.963813 + Penalty 3347.679009 = -3623411.284804
  nChanged 329
		SP:Iteration 13Q (108489.740000 sec): 3 clusters
  Score: Raw -3626989.145539 + Penalty 3347.679009 = -3623641.466530
  nChanged 218
		SP:Iteration 14Q (108490.110000 sec): 3 clusters
  Score: Raw -3627142.304436 + Penalty 3347.679009 = -3623794.625427
  nChanged 149
		SP:Iteration 15Q (108490.460000 sec): 3 clusters
  Score: Raw -3627244.811933 + Penalty 3347.679009 = -3623897.132924
  nChanged 123
		SP:Iteration 16Q (108490.770000 sec): 3 clusters
  Score: Raw -3627325.986345 + Penalty 3347.679009 = -3623978.307336
  nChanged 103
		SP:Iteration 17Q (108491.070000 sec): 3 clusters
  Score: Raw -3627392.030332 + Penalty 3347.679009 = -3624044.351323
  nChanged 64
		SP:Iteration 18Q (108491.340000 sec): 3 clusters
  Score: Raw -3627429.698966 + Penalty 3347.679009 = -3624082.019957
  nChanged 49
		SP:Iteration 19Q (108491.680000 sec): 3 clusters
  Score: Raw -3627458.162621 + Penalty 3347.679009 = -3624110.483612
  nChanged 34
		SP:Iteration 20F (108492.020000 sec): 3 clusters
  Score: Raw -3627477.865191 + Penalty 3347.679009 = -3624130.186182
  nChanged 25
		SP:Iteration 21Q (108492.340000 sec): 3 clusters
  Score: Raw -3627494.532838 + Penalty 3347.679009 = -3624146.853829
  nChanged 24
		SP:Iteration 22Q (108492.710000 sec): 3 clusters
  Score: Raw -3627511.580554 + Penalty 3347.679009 = -3624163.901545
  nChanged 24
		SP:Iteration 23Q (108493.090000 sec): 3 clusters
  Score: Raw -3627528.837601 + Penalty 3347.679009 = -3624181.158592
  nChanged 23
		SP:Iteration 24Q (108493.380000 sec): 3 clusters
  Score: Raw -3627545.079446 + Penalty 3347.679009 = -3624197.400437
  nChanged 19
		SP:Iteration 25Q (108493.670000 sec): 3 clusters
  Score: Raw -3627558.284182 + Penalty 3347.679009 = -3624210.605173
  nChanged 12
		SP:Iteration 26Q (108494.070000 sec): 3 clusters
  Score: Raw -3627566.018414 + Penalty 3347.679009 = -3624218.339405
  nChanged 11
		SP:Iteration 27Q (108494.360000 sec): 3 clusters
  Score: Raw -3627572.166101 + Penalty 3347.679009 = -3624224.487092
  nChanged 7
		SP:Iteration 28Q (108494.670000 sec): 3 clusters
  Score: Raw -3627574.784889 + Penalty 3347.679009 = -3624227.105880
  nChanged 3
		SP:Iteration 29Q (108494.990000 sec): 3 clusters
  Score: Raw -3627576.109798 + Penalty 3347.679009 = -3624228.430789
  nChanged 3
		SP:Iteration 30Q (108495.360000 sec): 3 clusters
  Score: Raw -3627576.757622 + Penalty 3347.679009 = -3624229.078613
  nChanged 3
		SP:Iteration 31Q (108495.690000 sec): 3 clusters
  Score: Raw -3627578.031280 + Penalty 3347.679009 = -3624230.352271
  nChanged 0
		SP:Iteration 32F (108496.050000 sec): 3 clusters
  Score: Raw -3627578.031280 + Penalty 3347.679009 = -3624230.352271
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108496.220000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108496.440000 sec): 3 clusters
  Score: Raw -12811.374133 + Penalty 1598.993801 = -11212.380332
  nChanged 12
		SP:Iteration 1F (108496.640000 sec): 3 clusters
  Score: Raw -12866.867470 + Penalty 1598.993801 = -11267.873669
  nChanged 5
		SP:Iteration 2Q (108496.820000 sec): 3 clusters
  Score: Raw -12894.841774 + Penalty 1598.993801 = -11295.847973
  nChanged 1
		SP:Iteration 3Q (108497.030000 sec): 3 clusters
  Score: Raw -12897.723526 + Penalty 1598.993801 = -11298.729725
  nChanged 0
		SP:Iteration 4F (108497.250000 sec): 3 clusters
  Score: Raw -12897.723526 + Penalty 1598.993801 = -11298.729725
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108497.450000 sec): 2 clusters
  Score: Raw -691075.435881 + Penalty 1404.822016 = -689670.613864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108497.690000 sec): 3 clusters
  Score: Raw -688067.330113 + Penalty 2809.644033 = -685257.686080
  nChanged 2306
		SP:Iteration 1F (108497.850000 sec): 3 clusters
  Score: Raw -689276.511325 + Penalty 2809.644033 = -686466.867292
  nChanged 370
		SP:Iteration 2F (108498.030000 sec): 3 clusters
  Score: Raw -689440.566881 + Penalty 2809.644033 = -686630.922848
  nChanged 290
		SP:Iteration 3F (108498.250000 sec): 3 clusters
  Score: Raw -689602.677866 + Penalty 2809.644033 = -686793.033833
  nChanged 280
		SP:Iteration 4Q (108498.460000 sec): 3 clusters
  Score: Raw -689749.392313 + Penalty 2809.644033 = -686939.748280
  nChanged 260
		SP:Iteration 5Q (108498.660000 sec): 3 clusters
  Score: Raw -689899.368656 + Penalty 2809.644033 = -687089.724623
  nChanged 281
		SP:Iteration 6Q (108498.890000 sec): 3 clusters
  Score: Raw -690094.710355 + Penalty 2809.644033 = -687285.066322
  nChanged 301
		SP:Iteration 7F (108499.090000 sec): 3 clusters
  Score: Raw -690312.418640 + Penalty 2809.644033 = -687502.774607
  nChanged 288
		SP:Iteration 8F (108499.310000 sec): 3 clusters
  Score: Raw -690530.718721 + Penalty 2809.644033 = -687721.074688
  nChanged 267
		SP:Iteration 9Q (108499.540000 sec): 3 clusters
  Score: Raw -690765.341766 + Penalty 2809.644033 = -687955.697733
  nChanged 222
		SP:Iteration 10Q (108499.750000 sec): 3 clusters
  Score: Raw -690956.444416 + Penalty 2809.644033 = -688146.800383
  nChanged 170
		SP:Iteration 11Q (108499.910000 sec): 3 clusters
  Score: Raw -691098.489136 + Penalty 2809.644033 = -688288.845104
  nChanged 96
		SP:Iteration 12Q (108500.100000 sec): 3 clusters
  Score: Raw -691165.388796 + Penalty 2809.644033 = -688355.744763
  nChanged 53
		SP:Iteration 13Q (108500.270000 sec): 3 clusters
  Score: Raw -691201.702188 + Penalty 2809.644033 = -688392.058156
  nChanged 50
		SP:Iteration 14Q (108500.450000 sec): 3 clusters
  Score: Raw -691243.242861 + Penalty 2809.644033 = -688433.598828
  nChanged 35
		SP:Iteration 15Q (108500.630000 sec): 3 clusters
  Score: Raw -691276.091814 + Penalty 2809.644033 = -688466.447781
  nChanged 27
		SP:Iteration 16Q (108500.820000 sec): 3 clusters
  Score: Raw -691298.288738 + Penalty 2809.644033 = -688488.644705
  nChanged 17
		SP:Iteration 17Q (108500.980000 sec): 3 clusters
  Score: Raw -691312.105025 + Penalty 2809.644033 = -688502.460992
  nChanged 16
		SP:Iteration 18Q (108501.170000 sec): 3 clusters
  Score: Raw -691322.448251 + Penalty 2809.644033 = -688512.804218
  nChanged 12
		SP:Iteration 19Q (108501.360000 sec): 3 clusters
  Score: Raw -691331.795149 + Penalty 2809.644033 = -688522.151116
  nChanged 9
		SP:Iteration 20F (108501.570000 sec): 3 clusters
  Score: Raw -691338.531039 + Penalty 2809.644033 = -688528.887006
  nChanged 7
		SP:Iteration 21Q (108501.800000 sec): 3 clusters
  Score: Raw -691343.649512 + Penalty 2809.644033 = -688534.005479
  nChanged 7
		SP:Iteration 22Q (108501.980000 sec): 3 clusters
  Score: Raw -691346.850071 + Penalty 2809.644033 = -688537.206039
  nChanged 1
		SP:Iteration 23Q (108502.160000 sec): 3 clusters
  Score: Raw -691347.640277 + Penalty 2809.644033 = -688537.996244
  nChanged 3
		SP:Iteration 24Q (108502.360000 sec): 3 clusters
  Score: Raw -691350.283569 + Penalty 2809.644033 = -688540.639536
  nChanged 3
		SP:Iteration 25Q (108502.600000 sec): 3 clusters
  Score: Raw -691352.614282 + Penalty 2809.644033 = -688542.970249
  nChanged 1
		SP:Iteration 26Q (108502.770000 sec): 3 clusters
  Score: Raw -691353.875311 + Penalty 2809.644033 = -688544.231278
  nChanged 2
		SP:Iteration 27Q (108502.990000 sec): 3 clusters
  Score: Raw -691355.752204 + Penalty 2809.644033 = -688546.108171
  nChanged 1
		SP:Iteration 28Q (108503.160000 sec): 3 clusters
  Score: Raw -691356.474114 + Penalty 2809.644033 = -688546.830081
  nChanged 2
		SP:Iteration 29Q (108503.350000 sec): 3 clusters
  Score: Raw -691358.249296 + Penalty 2809.644033 = -688548.605263
  nChanged 4
		SP:Iteration 30Q (108503.580000 sec): 3 clusters
  Score: Raw -691361.769383 + Penalty 2809.644033 = -688552.125351
  nChanged 2
		SP:Iteration 31Q (108503.810000 sec): 3 clusters
  Score: Raw -691363.058460 + Penalty 2809.644033 = -688553.414428
  nChanged 3
		SP:Iteration 32Q (108504.010000 sec): 3 clusters
  Score: Raw -691365.623993 + Penalty 2809.644033 = -688555.979960
  nChanged 1
		SP:Iteration 33Q (108504.210000 sec): 3 clusters
  Score: Raw -691366.827143 + Penalty 2809.644033 = -688557.183110
  nChanged 1
		SP:Iteration 34Q (108504.430000 sec): 3 clusters
  Score: Raw -691367.627695 + Penalty 2809.644033 = -688557.983663
  nChanged 0
		SP:Iteration 35F (108504.580000 sec): 3 clusters
  Score: Raw -691367.627695 + Penalty 2809.644033 = -688557.983663
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (4445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108504.750000 sec): 2 clusters
  Score: Raw -498971.904661 + Penalty 1364.924462 = -497606.980199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108504.910000 sec): 3 clusters
  Score: Raw -496724.688616 + Penalty 2729.848923 = -493994.839693
  nChanged 1798
		SP:Iteration 1F (108505.140000 sec): 3 clusters
  Score: Raw -497739.932096 + Penalty 2729.848923 = -495010.083173
  nChanged 378
		SP:Iteration 2F (108505.310000 sec): 3 clusters
  Score: Raw -497974.065269 + Penalty 2729.848923 = -495244.216346
  nChanged 270
		SP:Iteration 3F (108505.500000 sec): 3 clusters
  Score: Raw -498148.183877 + Penalty 2729.848923 = -495418.334954
  nChanged 225
		SP:Iteration 4F (108505.710000 sec): 3 clusters
  Score: Raw -498317.384500 + Penalty 2729.848923 = -495587.535577
  nChanged 220
		SP:Iteration 5Q (108505.860000 sec): 3 clusters
  Score: Raw -498495.051092 + Penalty 2729.848923 = -495765.202169
  nChanged 223
		SP:Iteration 6F (108506.050000 sec): 3 clusters
  Score: Raw -498679.165561 + Penalty 2729.848923 = -495949.316638
  nChanged 198
		SP:Iteration 7Q (108506.220000 sec): 3 clusters
  Score: Raw -498823.101961 + Penalty 2729.848923 = -496093.253038
  nChanged 179
		SP:Iteration 8Q (108506.390000 sec): 3 clusters
  Score: Raw -498935.436170 + Penalty 2729.848923 = -496205.587247
  nChanged 172
		SP:Iteration 9Q (108506.580000 sec): 3 clusters
  Score: Raw -499040.140523 + Penalty 2729.848923 = -496310.291600
  nChanged 142
		SP:Iteration 10Q (108506.750000 sec): 3 clusters
  Score: Raw -499120.067157 + Penalty 2729.848923 = -496390.218234
  nChanged 117
		SP:Iteration 11Q (108506.920000 sec): 3 clusters
  Score: Raw -499184.207029 + Penalty 2729.848923 = -496454.358106
  nChanged 109
		SP:Iteration 12Q (108507.070000 sec): 3 clusters
  Score: Raw -499240.613878 + Penalty 2729.848923 = -496510.764955
  nChanged 105
		SP:Iteration 13Q (108507.210000 sec): 3 clusters
  Score: Raw -499290.543468 + Penalty 2729.848923 = -496560.694545
  nChanged 93
		SP:Iteration 14Q (108507.390000 sec): 3 clusters
  Score: Raw -499335.969852 + Penalty 2729.848923 = -496606.120929
  nChanged 79
		SP:Iteration 15Q (108507.540000 sec): 3 clusters
  Score: Raw -499367.613969 + Penalty 2729.848923 = -496637.765046
  nChanged 71
		SP:Iteration 16Q (108507.680000 sec): 3 clusters
  Score: Raw -499395.690510 + Penalty 2729.848923 = -496665.841587
  nChanged 60
		SP:Iteration 17Q (108507.830000 sec): 3 clusters
  Score: Raw -499417.128777 + Penalty 2729.848923 = -496687.279854
  nChanged 50
		SP:Iteration 18Q (108507.970000 sec): 3 clusters
  Score: Raw -499436.324064 + Penalty 2729.848923 = -496706.475141
  nChanged 58
		SP:Iteration 19Q (108508.110000 sec): 3 clusters
  Score: Raw -499460.454117 + Penalty 2729.848923 = -496730.605194
  nChanged 54
		SP:Iteration 20F (108508.260000 sec): 3 clusters
  Score: Raw -499479.531682 + Penalty 2729.848923 = -496749.682759
  nChanged 45
		SP:Iteration 21Q (108508.400000 sec): 3 clusters
  Score: Raw -499497.293308 + Penalty 2729.848923 = -496767.444384
  nChanged 41
		SP:Iteration 22Q (108508.550000 sec): 3 clusters
  Score: Raw -499511.817950 + Penalty 2729.848923 = -496781.969027
  nChanged 34
		SP:Iteration 23Q (108508.690000 sec): 3 clusters
  Score: Raw -499526.908606 + Penalty 2729.848923 = -496797.059683
  nChanged 37
		SP:Iteration 24Q (108508.830000 sec): 3 clusters
  Score: Raw -499542.603946 + Penalty 2729.848923 = -496812.755023
  nChanged 29
		SP:Iteration 25Q (108508.980000 sec): 3 clusters
  Score: Raw -499553.218754 + Penalty 2729.848923 = -496823.369831
  nChanged 25
		SP:Iteration 26Q (108509.170000 sec): 3 clusters
  Score: Raw -499564.235874 + Penalty 2729.848923 = -496834.386951
  nChanged 26
		SP:Iteration 27Q (108509.280000 sec): 3 clusters
  Score: Raw -499573.625694 + Penalty 2729.848923 = -496843.776771
  nChanged 17
		SP:Iteration 28Q (108509.420000 sec): 3 clusters
  Score: Raw -499579.745006 + Penalty 2729.848923 = -496849.896083
  nChanged 12
		SP:Iteration 29Q (108509.570000 sec): 3 clusters
  Score: Raw -499584.484678 + Penalty 2729.848923 = -496854.635754
  nChanged 11
		SP:Iteration 30Q (108509.710000 sec): 3 clusters
  Score: Raw -499588.393058 + Penalty 2729.848923 = -496858.544135
  nChanged 11
		SP:Iteration 31Q (108509.870000 sec): 3 clusters
  Score: Raw -499592.197537 + Penalty 2729.848923 = -496862.348614
  nChanged 7
		SP:Iteration 32Q (108510.010000 sec): 3 clusters
  Score: Raw -499593.954159 + Penalty 2729.848923 = -496864.105236
  nChanged 6
		SP:Iteration 33Q (108510.160000 sec): 3 clusters
  Score: Raw -499595.840067 + Penalty 2729.848923 = -496865.991144
  nChanged 9
		SP:Iteration 34Q (108510.300000 sec): 3 clusters
  Score: Raw -499597.900097 + Penalty 2729.848923 = -496868.051174
  nChanged 10
		SP:Iteration 35Q (108510.440000 sec): 3 clusters
  Score: Raw -499600.988643 + Penalty 2729.848923 = -496871.139720
  nChanged 9
		SP:Iteration 36Q (108510.590000 sec): 3 clusters
  Score: Raw -499603.089474 + Penalty 2729.848923 = -496873.240551
  nChanged 7
		SP:Iteration 37Q (108510.730000 sec): 3 clusters
  Score: Raw -499604.893011 + Penalty 2729.848923 = -496875.044088
  nChanged 6
		SP:Iteration 38Q (108510.870000 sec): 3 clusters
  Score: Raw -499606.143326 + Penalty 2729.848923 = -496876.294403
  nChanged 9
		SP:Iteration 39Q (108511.020000 sec): 3 clusters
  Score: Raw -499609.048812 + Penalty 2729.848923 = -496879.199889
  nChanged 7
		SP:Iteration 40F (108511.160000 sec): 3 clusters
  Score: Raw -499610.423101 + Penalty 2729.848923 = -496880.574178
  nChanged 6
		SP:Iteration 41Q (108511.380000 sec): 3 clusters
  Score: Raw -499612.123947 + Penalty 2729.848923 = -496882.275024
  nChanged 10
		SP:Iteration 42Q (108511.550000 sec): 3 clusters
  Score: Raw -499614.776815 + Penalty 2729.848923 = -496884.927892
  nChanged 10
		SP:Iteration 43Q (108511.750000 sec): 3 clusters
  Score: Raw -499616.931729 + Penalty 2729.848923 = -496887.082806
  nChanged 13
		SP:Iteration 44Q (108511.900000 sec): 3 clusters
  Score: Raw -499620.712732 + Penalty 2729.848923 = -496890.863809
  nChanged 14
		SP:Iteration 45Q (108512.070000 sec): 3 clusters
  Score: Raw -499627.885700 + Penalty 2729.848923 = -496898.036776
  nChanged 9
		SP:Iteration 46Q (108512.240000 sec): 3 clusters
  Score: Raw -499634.071003 + Penalty 2729.848923 = -496904.222079
  nChanged 10
		SP:Iteration 47Q (108512.410000 sec): 3 clusters
  Score: Raw -499639.338981 + Penalty 2729.848923 = -496909.490058
  nChanged 14
		SP:Iteration 48Q (108512.590000 sec): 3 clusters
  Score: Raw -499647.551783 + Penalty 2729.848923 = -496917.702860
  nChanged 10
		SP:Iteration 49Q (108512.770000 sec): 3 clusters
  Score: Raw -499653.005915 + Penalty 2729.848923 = -496923.156992
  nChanged 9
		SP:Iteration 50Q (108512.970000 sec): 3 clusters
  Score: Raw -499657.626234 + Penalty 2729.848923 = -496927.777311
  nChanged 7
		SP:Iteration 51Q (108513.160000 sec): 3 clusters
  Score: Raw -499659.886730 + Penalty 2729.848923 = -496930.037807
  nChanged 3
		SP:Iteration 52Q (108513.380000 sec): 3 clusters
  Score: Raw -499661.706161 + Penalty 2729.848923 = -496931.857238
  nChanged 1
		SP:Iteration 53Q (108513.560000 sec): 3 clusters
  Score: Raw -499663.191912 + Penalty 2729.848923 = -496933.342989
  nChanged 2
		SP:Iteration 54Q (108513.740000 sec): 3 clusters
  Score: Raw -499664.324305 + Penalty 2729.848923 = -496934.475382
  nChanged 2
		SP:Iteration 55Q (108513.970000 sec): 3 clusters
  Score: Raw -499666.297112 + Penalty 2729.848923 = -496936.448189
  nChanged 5
		SP:Iteration 56Q (108514.170000 sec): 3 clusters
  Score: Raw -499667.210434 + Penalty 2729.848923 = -496937.361510
  nChanged 1
		SP:Iteration 57Q (108514.390000 sec): 3 clusters
  Score: Raw -499667.810168 + Penalty 2729.848923 = -496937.961245
  nChanged 0
		SP:Iteration 58F (108514.580000 sec): 3 clusters
  Score: Raw -499667.810168 + Penalty 2729.848923 = -496937.961245
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108514.710000 sec): 2 clusters
  Score: Raw -84008.695006 + Penalty 1090.657814 = -82918.037191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108514.900000 sec): 3 clusters
  Score: Raw -83823.934501 + Penalty 2181.315628 = -81642.618872
  nChanged 238
		SP:Iteration 1F (108515.100000 sec): 3 clusters
  Score: Raw -84130.263695 + Penalty 2181.315628 = -81948.948066
  nChanged 69
		SP:Iteration 2F (108515.310000 sec): 3 clusters
  Score: Raw -84256.485089 + Penalty 2181.315628 = -82075.169461
  nChanged 49
		SP:Iteration 3F (108515.450000 sec): 3 clusters
  Score: Raw -84324.914293 + Penalty 2181.315628 = -82143.598665
  nChanged 24
		SP:Iteration 4Q (108515.640000 sec): 3 clusters
  Score: Raw -84362.718205 + Penalty 2181.315628 = -82181.402576
  nChanged 27
		SP:Iteration 5Q (108515.850000 sec): 3 clusters
  Score: Raw -84404.311928 + Penalty 2181.315628 = -82222.996300
  nChanged 22
		SP:Iteration 6Q (108516.030000 sec): 3 clusters
  Score: Raw -84437.146327 + Penalty 2181.315628 = -82255.830698
  nChanged 17
		SP:Iteration 7Q (108516.210000 sec): 3 clusters
  Score: Raw -84471.623112 + Penalty 2181.315628 = -82290.307484
  nChanged 10
		SP:Iteration 8Q (108516.430000 sec): 3 clusters
  Score: Raw -84488.625664 + Penalty 2181.315628 = -82307.310035
  nChanged 6
		SP:Iteration 9Q (108516.620000 sec): 3 clusters
  Score: Raw -84495.637815 + Penalty 2181.315628 = -82314.322187
  nChanged 5
		SP:Iteration 10Q (108516.790000 sec): 3 clusters
  Score: Raw -84507.848400 + Penalty 2181.315628 = -82326.532771
  nChanged 5
		SP:Iteration 11Q (108516.970000 sec): 3 clusters
  Score: Raw -84518.589257 + Penalty 2181.315628 = -82337.273628
  nChanged 6
		SP:Iteration 12Q (108517.150000 sec): 3 clusters
  Score: Raw -84530.187865 + Penalty 2181.315628 = -82348.872237
  nChanged 3
		SP:Iteration 13Q (108517.310000 sec): 3 clusters
  Score: Raw -84536.688875 + Penalty 2181.315628 = -82355.373247
  nChanged 1
		SP:Iteration 14Q (108517.520000 sec): 3 clusters
  Score: Raw -84537.396930 + Penalty 2181.315628 = -82356.081302
  nChanged 0
		SP:Iteration 15F (108517.700000 sec): 3 clusters
  Score: Raw -84537.396930 + Penalty 2181.315628 = -82356.081302
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108517.780000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108517.940000 sec): 3 clusters
  Score: Raw -60681.293728 + Penalty 2024.266076 = -58657.027651
  nChanged 115
		SP:Iteration 1F (108518.100000 sec): 3 clusters
  Score: Raw -60816.304460 + Penalty 2024.266076 = -58792.038384
  nChanged 27
		SP:Iteration 2F (108518.310000 sec): 3 clusters
  Score: Raw -60863.534769 + Penalty 2024.266076 = -58839.268693
  nChanged 15
		SP:Iteration 3Q (108518.490000 sec): 3 clusters
  Score: Raw -60893.510047 + Penalty 2024.266076 = -58869.243970
  nChanged 5
		SP:Iteration 4Q (108518.640000 sec): 3 clusters
  Score: Raw -60899.392492 + Penalty 2024.266076 = -58875.126415
  nChanged 3
		SP:Iteration 5Q (108518.780000 sec): 3 clusters
  Score: Raw -60902.419949 + Penalty 2024.266076 = -58878.153873
  nChanged 3
		SP:Iteration 6Q (108518.930000 sec): 3 clusters
  Score: Raw -60909.258866 + Penalty 2024.266076 = -58884.992790
  nChanged 4
		SP:Iteration 7Q (108519.080000 sec): 3 clusters
  Score: Raw -60922.324368 + Penalty 2024.266076 = -58898.058291
  nChanged 5
		SP:Iteration 8Q (108519.220000 sec): 3 clusters
  Score: Raw -60930.636742 + Penalty 2024.266076 = -58906.370666
  nChanged 6
		SP:Iteration 9Q (108519.330000 sec): 3 clusters
  Score: Raw -60938.436777 + Penalty 2024.266076 = -58914.170700
  nChanged 3
		SP:Iteration 10Q (108519.480000 sec): 3 clusters
  Score: Raw -60942.349289 + Penalty 2024.266076 = -58918.083213
  nChanged 1
		SP:Iteration 11Q (108519.620000 sec): 3 clusters
  Score: Raw -60943.088851 + Penalty 2024.266076 = -58918.822775
  nChanged 1
		SP:Iteration 12Q (108519.770000 sec): 3 clusters
  Score: Raw -60943.476974 + Penalty 2024.266076 = -58919.210898
  nChanged 0
		SP:Iteration 13F (108519.940000 sec): 3 clusters
  Score: Raw -60943.476974 + Penalty 2024.266076 = -58919.210898
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (16359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108520.140000 sec): 2 clusters
  Score: Raw -1867749.060792 + Penalty 1576.661691 = -1866172.399101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108520.440000 sec): 3 clusters
  Score: Raw -1858007.602630 + Penalty 3153.323382 = -1854854.279248
  nChanged 7336
		SP:Iteration 1F (108520.740000 sec): 3 clusters
  Score: Raw -1862370.046226 + Penalty 3153.323382 = -1859216.722844
  nChanged 1074
		SP:Iteration 2F (108520.980000 sec): 3 clusters
  Score: Raw -1862998.687436 + Penalty 3153.323382 = -1859845.364054
  nChanged 1025
		SP:Iteration 3F (108521.340000 sec): 3 clusters
  Score: Raw -1863596.377948 + Penalty 3153.323382 = -1860443.054566
  nChanged 987
		SP:Iteration 4F (108521.600000 sec): 3 clusters
  Score: Raw -1864164.663528 + Penalty 3153.323382 = -1861011.340146
  nChanged 933
		SP:Iteration 5F (108521.950000 sec): 3 clusters
  Score: Raw -1864696.037967 + Penalty 3153.323382 = -1861542.714584
  nChanged 852
		SP:Iteration 6F (108522.200000 sec): 3 clusters
  Score: Raw -1865178.424442 + Penalty 3153.323382 = -1862025.101060
  nChanged 762
		SP:Iteration 7Q (108522.530000 sec): 3 clusters
  Score: Raw -1865629.281125 + Penalty 3153.323382 = -1862475.957742
  nChanged 714
		SP:Iteration 8Q (108522.830000 sec): 3 clusters
  Score: Raw -1866027.639567 + Penalty 3153.323382 = -1862874.316184
  nChanged 621
		SP:Iteration 9Q (108523.090000 sec): 3 clusters
  Score: Raw -1866383.604918 + Penalty 3153.323382 = -1863230.281535
  nChanged 561
		SP:Iteration 10Q (108523.340000 sec): 3 clusters
  Score: Raw -1866682.858324 + Penalty 3153.323382 = -1863529.534941
  nChanged 511
		SP:Iteration 11Q (108523.640000 sec): 3 clusters
  Score: Raw -1866990.229212 + Penalty 3153.323382 = -1863836.905830
  nChanged 501
		SP:Iteration 12Q (108523.930000 sec): 3 clusters
  Score: Raw -1867352.578529 + Penalty 3153.323382 = -1864199.255147
  nChanged 521
		SP:Iteration 13Q (108524.170000 sec): 3 clusters
  Score: Raw -1867755.952434 + Penalty 3153.323382 = -1864602.629052
  nChanged 435
		SP:Iteration 14Q (108524.450000 sec): 3 clusters
  Score: Raw -1868041.748732 + Penalty 3153.323382 = -1864888.425350
  nChanged 352
		SP:Iteration 15Q (108524.780000 sec): 3 clusters
  Score: Raw -1868219.384193 + Penalty 3153.323382 = -1865066.060811
  nChanged 291
		SP:Iteration 16Q (108525.060000 sec): 3 clusters
  Score: Raw -1868337.295669 + Penalty 3153.323382 = -1865183.972287
  nChanged 224
		SP:Iteration 17Q (108525.400000 sec): 3 clusters
  Score: Raw -1868415.773458 + Penalty 3153.323382 = -1865262.450076
  nChanged 201
		SP:Iteration 18Q (108525.720000 sec): 3 clusters
  Score: Raw -1868474.707227 + Penalty 3153.323382 = -1865321.383845
  nChanged 159
		SP:Iteration 19Q (108526.010000 sec): 3 clusters
  Score: Raw -1868515.259095 + Penalty 3153.323382 = -1865361.935713
  nChanged 122
		SP:Iteration 20F (108526.310000 sec): 3 clusters
  Score: Raw -1868544.214244 + Penalty 3153.323382 = -1865390.890862
  nChanged 114
		SP:Iteration 21Q (108526.630000 sec): 3 clusters
  Score: Raw -1868570.301828 + Penalty 3153.323382 = -1865416.978446
  nChanged 103
		SP:Iteration 22Q (108526.840000 sec): 3 clusters
  Score: Raw -1868591.018368 + Penalty 3153.323382 = -1865437.694986
  nChanged 96
		SP:Iteration 23Q (108527.170000 sec): 3 clusters
  Score: Raw -1868611.463315 + Penalty 3153.323382 = -1865458.139933
  nChanged 72
		SP:Iteration 24Q (108527.490000 sec): 3 clusters
  Score: Raw -1868624.207001 + Penalty 3153.323382 = -1865470.883619
  nChanged 58
		SP:Iteration 25Q (108527.740000 sec): 3 clusters
  Score: Raw -1868632.603159 + Penalty 3153.323382 = -1865479.279777
  nChanged 61
		SP:Iteration 26Q (108528.010000 sec): 3 clusters
  Score: Raw -1868641.083744 + Penalty 3153.323382 = -1865487.760362
  nChanged 55
		SP:Iteration 27Q (108528.330000 sec): 3 clusters
  Score: Raw -1868648.677331 + Penalty 3153.323382 = -1865495.353948
  nChanged 46
		SP:Iteration 28Q (108528.610000 sec): 3 clusters
  Score: Raw -1868654.104554 + Penalty 3153.323382 = -1865500.781172
  nChanged 42
		SP:Iteration 29Q (108528.890000 sec): 3 clusters
  Score: Raw -1868658.818754 + Penalty 3153.323382 = -1865505.495372
  nChanged 37
		SP:Iteration 30Q (108529.160000 sec): 3 clusters
  Score: Raw -1868663.328903 + Penalty 3153.323382 = -1865510.005520
  nChanged 27
		SP:Iteration 31Q (108529.430000 sec): 3 clusters
  Score: Raw -1868666.549188 + Penalty 3153.323382 = -1865513.225806
  nChanged 26
		SP:Iteration 32Q (108529.730000 sec): 3 clusters
  Score: Raw -1868669.163676 + Penalty 3153.323382 = -1865515.840294
  nChanged 27
		SP:Iteration 33Q (108530.040000 sec): 3 clusters
  Score: Raw -1868671.742430 + Penalty 3153.323382 = -1865518.419048
  nChanged 19
		SP:Iteration 34Q (108530.290000 sec): 3 clusters
  Score: Raw -1868673.488859 + Penalty 3153.323382 = -1865520.165477
  nChanged 21
		SP:Iteration 35Q (108530.580000 sec): 3 clusters
  Score: Raw -1868675.908929 + Penalty 3153.323382 = -1865522.585547
  nChanged 18
		SP:Iteration 36Q (108530.890000 sec): 3 clusters
  Score: Raw -1868677.923504 + Penalty 3153.323382 = -1865524.600122
  nChanged 13
		SP:Iteration 37Q (108531.160000 sec): 3 clusters
  Score: Raw -1868678.745759 + Penalty 3153.323382 = -1865525.422376
  nChanged 10
		SP:Iteration 38Q (108531.430000 sec): 3 clusters
  Score: Raw -1868679.414437 + Penalty 3153.323382 = -1865526.091055
  nChanged 7
		SP:Iteration 39Q (108531.640000 sec): 3 clusters
  Score: Raw -1868679.733458 + Penalty 3153.323382 = -1865526.410076
  nChanged 6
		SP:Iteration 40F (108531.910000 sec): 3 clusters
  Score: Raw -1868680.073159 + Penalty 3153.323382 = -1865526.749777
  nChanged 5
		SP:Iteration 41Q (108532.190000 sec): 3 clusters
  Score: Raw -1868680.354283 + Penalty 3153.323382 = -1865527.030900
  nChanged 5
		SP:Iteration 42Q (108532.450000 sec): 3 clusters
  Score: Raw -1868680.621319 + Penalty 3153.323382 = -1865527.297937
  nChanged 8
		SP:Iteration 43Q (108532.660000 sec): 3 clusters
  Score: Raw -1868681.031250 + Penalty 3153.323382 = -1865527.707867
  nChanged 4
		SP:Iteration 44Q (108532.930000 sec): 3 clusters
  Score: Raw -1868681.217016 + Penalty 3153.323382 = -1865527.893633
  nChanged 5
		SP:Iteration 45Q (108533.240000 sec): 3 clusters
  Score: Raw -1868681.643810 + Penalty 3153.323382 = -1865528.320428
  nChanged 10
		SP:Iteration 46Q (108533.540000 sec): 3 clusters
  Score: Raw -1868682.755281 + Penalty 3153.323382 = -1865529.431899
  nChanged 10
		SP:Iteration 47Q (108533.820000 sec): 3 clusters
  Score: Raw -1868683.568892 + Penalty 3153.323382 = -1865530.245510
  nChanged 7
		SP:Iteration 48Q (108534.070000 sec): 3 clusters
  Score: Raw -1868684.300149 + Penalty 3153.323382 = -1865530.976767
  nChanged 10
		SP:Iteration 49Q (108534.340000 sec): 3 clusters
  Score: Raw -1868685.110453 + Penalty 3153.323382 = -1865531.787071
  nChanged 12
		SP:Iteration 50Q (108534.600000 sec): 3 clusters
  Score: Raw -1868686.145168 + Penalty 3153.323382 = -1865532.821785
  nChanged 12
		SP:Iteration 51Q (108534.930000 sec): 3 clusters
  Score: Raw -1868687.478136 + Penalty 3153.323382 = -1865534.154754
  nChanged 16
		SP:Iteration 52Q (108535.190000 sec): 3 clusters
  Score: Raw -1868689.143238 + Penalty 3153.323382 = -1865535.819855
  nChanged 17
		SP:Iteration 53Q (108535.470000 sec): 3 clusters
  Score: Raw -1868690.786483 + Penalty 3153.323382 = -1865537.463100
  nChanged 15
		SP:Iteration 54Q (108535.720000 sec): 3 clusters
  Score: Raw -1868692.102818 + Penalty 3153.323382 = -1865538.779436
  nChanged 16
		SP:Iteration 55Q (108536.000000 sec): 3 clusters
  Score: Raw -1868693.489788 + Penalty 3153.323382 = -1865540.166405
  nChanged 13
		SP:Iteration 56Q (108536.320000 sec): 3 clusters
  Score: Raw -1868694.703156 + Penalty 3153.323382 = -1865541.379774
  nChanged 12
		SP:Iteration 57Q (108536.640000 sec): 3 clusters
  Score: Raw -1868695.795280 + Penalty 3153.323382 = -1865542.471898
  nChanged 8
		SP:Iteration 58Q (108536.840000 sec): 3 clusters
  Score: Raw -1868696.327400 + Penalty 3153.323382 = -1865543.004018
  nChanged 5
		SP:Iteration 59Q (108537.070000 sec): 3 clusters
  Score: Raw -1868696.764795 + Penalty 3153.323382 = -1865543.441412
  nChanged 4
		SP:Iteration 60F (108537.340000 sec): 3 clusters
  Score: Raw -1868697.060426 + Penalty 3153.323382 = -1865543.737044
  nChanged 3
		SP:Iteration 61Q (108537.620000 sec): 3 clusters
  Score: Raw -1868697.211251 + Penalty 3153.323382 = -1865543.887868
  nChanged 2
		SP:Iteration 62Q (108537.900000 sec): 3 clusters
  Score: Raw -1868697.404140 + Penalty 3153.323382 = -1865544.080758
  nChanged 2
		SP:Iteration 63Q (108538.140000 sec): 3 clusters
  Score: Raw -1868697.526917 + Penalty 3153.323382 = -1865544.203535
  nChanged 3
		SP:Iteration 64Q (108538.380000 sec): 3 clusters
  Score: Raw -1868697.657957 + Penalty 3153.323382 = -1865544.334575
  nChanged 1
		SP:Iteration 65Q (108538.630000 sec): 3 clusters
  Score: Raw -1868697.732992 + Penalty 3153.323382 = -1865544.409609
  nChanged 2
		SP:Iteration 66Q (108538.910000 sec): 3 clusters
  Score: Raw -1868697.850589 + Penalty 3153.323382 = -1865544.527207
  nChanged 2
		SP:Iteration 67Q (108539.170000 sec): 3 clusters
  Score: Raw -1868697.922058 + Penalty 3153.323382 = -1865544.598676
  nChanged 3
		SP:Iteration 68Q (108539.460000 sec): 3 clusters
  Score: Raw -1868698.067310 + Penalty 3153.323382 = -1865544.743928
  nChanged 3
		SP:Iteration 69Q (108539.670000 sec): 3 clusters
  Score: Raw -1868698.252277 + Penalty 3153.323382 = -1865544.928895
  nChanged 4
		SP:Iteration 70Q (108539.900000 sec): 3 clusters
  Score: Raw -1868698.467733 + Penalty 3153.323382 = -1865545.144351
  nChanged 3
		SP:Iteration 71Q (108540.180000 sec): 3 clusters
  Score: Raw -1868698.643256 + Penalty 3153.323382 = -1865545.319874
  nChanged 4
		SP:Iteration 72Q (108540.450000 sec): 3 clusters
  Score: Raw -1868698.968494 + Penalty 3153.323382 = -1865545.645112
  nChanged 5
		SP:Iteration 73Q (108540.710000 sec): 3 clusters
  Score: Raw -1868699.276431 + Penalty 3153.323382 = -1865545.953049
  nChanged 4
		SP:Iteration 74Q (108540.980000 sec): 3 clusters
  Score: Raw -1868699.430199 + Penalty 3153.323382 = -1865546.106817
  nChanged 1
		SP:Iteration 75Q (108541.260000 sec): 3 clusters
  Score: Raw -1868699.570646 + Penalty 3153.323382 = -1865546.247264
  nChanged 3
		SP:Iteration 76Q (108541.540000 sec): 3 clusters
  Score: Raw -1868699.857163 + Penalty 3153.323382 = -1865546.533781
  nChanged 4
		SP:Iteration 77Q (108541.790000 sec): 3 clusters
  Score: Raw -1868700.016748 + Penalty 3153.323382 = -1865546.693366
  nChanged 3
		SP:Iteration 78Q (108542.070000 sec): 3 clusters
  Score: Raw -1868700.143858 + Penalty 3153.323382 = -1865546.820476
  nChanged 2
		SP:Iteration 79Q (108542.300000 sec): 3 clusters
  Score: Raw -1868700.225425 + Penalty 3153.323382 = -1865546.902043
  nChanged 2
		SP:Iteration 80F (108542.520000 sec): 3 clusters
  Score: Raw -1868700.366833 + Penalty 3153.323382 = -1865547.043451
  nChanged 3
		SP:Iteration 81Q (108542.820000 sec): 3 clusters
  Score: Raw -1868700.607860 + Penalty 3153.323382 = -1865547.284478
  nChanged 5
		SP:Iteration 82Q (108543.070000 sec): 3 clusters
  Score: Raw -1868700.879204 + Penalty 3153.323382 = -1865547.555822
  nChanged 3
		SP:Iteration 83Q (108543.340000 sec): 3 clusters
  Score: Raw -1868700.988575 + Penalty 3153.323382 = -1865547.665193
  nChanged 1
		SP:Iteration 84Q (108543.540000 sec): 3 clusters
  Score: Raw -1868701.078429 + Penalty 3153.323382 = -1865547.755047
  nChanged 2
		SP:Iteration 85Q (108543.780000 sec): 3 clusters
  Score: Raw -1868701.302299 + Penalty 3153.323382 = -1865547.978917
  nChanged 3
		SP:Iteration 86Q (108544.040000 sec): 3 clusters
  Score: Raw -1868701.530783 + Penalty 3153.323382 = -1865548.207401
  nChanged 1
		SP:Iteration 87Q (108544.340000 sec): 3 clusters
  Score: Raw -1868701.613533 + Penalty 3153.323382 = -1865548.290151
  nChanged 0
		SP:Iteration 88F (108544.640000 sec): 3 clusters
  Score: Raw -1868701.613533 + Penalty 3153.323382 = -1865548.290151
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108544.760000 sec): 2 clusters
  Score: Raw -1139321.012507 + Penalty 1486.590979 = -1137834.421528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108544.960000 sec): 3 clusters
  Score: Raw -1134029.842844 + Penalty 2973.181958 = -1131056.660885
  nChanged 3983
		SP:Iteration 1F (108545.180000 sec): 3 clusters
  Score: Raw -1136187.680322 + Penalty 2973.181958 = -1133214.498364
  nChanged 592
		SP:Iteration 2F (108545.420000 sec): 3 clusters
  Score: Raw -1136463.112677 + Penalty 2973.181958 = -1133489.930719
  nChanged 505
		SP:Iteration 3F (108545.630000 sec): 3 clusters
  Score: Raw -1136722.820908 + Penalty 2973.181958 = -1133749.638949
  nChanged 473
		SP:Iteration 4F (108545.900000 sec): 3 clusters
  Score: Raw -1136954.318022 + Penalty 2973.181958 = -1133981.136064
  nChanged 409
		SP:Iteration 5Q (108546.100000 sec): 3 clusters
  Score: Raw -1137163.856921 + Penalty 2973.181958 = -1134190.674963
  nChanged 369
		SP:Iteration 6Q (108546.320000 sec): 3 clusters
  Score: Raw -1137362.599865 + Penalty 2973.181958 = -1134389.417907
  nChanged 329
		SP:Iteration 7Q (108546.530000 sec): 3 clusters
  Score: Raw -1137533.999610 + Penalty 2973.181958 = -1134560.817652
  nChanged 321
		SP:Iteration 8Q (108546.760000 sec): 3 clusters
  Score: Raw -1137706.562117 + Penalty 2973.181958 = -1134733.380159
  nChanged 303
		SP:Iteration 9Q (108546.960000 sec): 3 clusters
  Score: Raw -1137877.032281 + Penalty 2973.181958 = -1134903.850322
  nChanged 300
		SP:Iteration 10Q (108547.170000 sec): 3 clusters
  Score: Raw -1138048.564225 + Penalty 2973.181958 = -1135075.382267
  nChanged 293
		SP:Iteration 11Q (108547.360000 sec): 3 clusters
  Score: Raw -1138197.428235 + Penalty 2973.181958 = -1135224.246276
  nChanged 297
		SP:Iteration 12Q (108547.540000 sec): 3 clusters
  Score: Raw -1138332.986638 + Penalty 2973.181958 = -1135359.804679
  nChanged 254
		SP:Iteration 13Q (108547.780000 sec): 3 clusters
  Score: Raw -1138444.945013 + Penalty 2973.181958 = -1135471.763055
  nChanged 242
		SP:Iteration 14Q (108547.960000 sec): 3 clusters
  Score: Raw -1138559.963401 + Penalty 2973.181958 = -1135586.781443
  nChanged 215
		SP:Iteration 15Q (108548.210000 sec): 3 clusters
  Score: Raw -1138655.385198 + Penalty 2973.181958 = -1135682.203240
  nChanged 193
		SP:Iteration 16Q (108548.420000 sec): 3 clusters
  Score: Raw -1138749.051845 + Penalty 2973.181958 = -1135775.869887
  nChanged 188
		SP:Iteration 17Q (108548.610000 sec): 3 clusters
  Score: Raw -1138841.486996 + Penalty 2973.181958 = -1135868.305038
  nChanged 181
		SP:Iteration 18Q (108548.900000 sec): 3 clusters
  Score: Raw -1138931.287382 + Penalty 2973.181958 = -1135958.105424
  nChanged 152
		SP:Iteration 19Q (108549.080000 sec): 3 clusters
  Score: Raw -1139005.838312 + Penalty 2973.181958 = -1136032.656353
  nChanged 153
		SP:Iteration 20F (108549.250000 sec): 3 clusters
  Score: Raw -1139073.792642 + Penalty 2973.181958 = -1136100.610683
  nChanged 128
		SP:Iteration 21Q (108549.450000 sec): 3 clusters
  Score: Raw -1139133.110673 + Penalty 2973.181958 = -1136159.928715
  nChanged 108
		SP:Iteration 22Q (108549.710000 sec): 3 clusters
  Score: Raw -1139185.935909 + Penalty 2973.181958 = -1136212.753950
  nChanged 106
		SP:Iteration 23Q (108549.970000 sec): 3 clusters
  Score: Raw -1139235.786362 + Penalty 2973.181958 = -1136262.604404
  nChanged 102
		SP:Iteration 24Q (108550.230000 sec): 3 clusters
  Score: Raw -1139284.108366 + Penalty 2973.181958 = -1136310.926408
  nChanged 97
		SP:Iteration 25Q (108550.450000 sec): 3 clusters
  Score: Raw -1139334.039970 + Penalty 2973.181958 = -1136360.858012
  nChanged 106
		SP:Iteration 26Q (108550.670000 sec): 3 clusters
  Score: Raw -1139390.353909 + Penalty 2973.181958 = -1136417.171951
  nChanged 80
		SP:Iteration 27Q (108550.920000 sec): 3 clusters
  Score: Raw -1139432.472202 + Penalty 2973.181958 = -1136459.290243
  nChanged 76
		SP:Iteration 28Q (108551.150000 sec): 3 clusters
  Score: Raw -1139461.546516 + Penalty 2973.181958 = -1136488.364557
  nChanged 58
		SP:Iteration 29Q (108551.340000 sec): 3 clusters
  Score: Raw -1139483.082598 + Penalty 2973.181958 = -1136509.900639
  nChanged 55
		SP:Iteration 30Q (108551.590000 sec): 3 clusters
  Score: Raw -1139504.014758 + Penalty 2973.181958 = -1136530.832799
  nChanged 48
		SP:Iteration 31Q (108551.740000 sec): 3 clusters
  Score: Raw -1139526.096553 + Penalty 2973.181958 = -1136552.914595
  nChanged 45
		SP:Iteration 32Q (108551.990000 sec): 3 clusters
  Score: Raw -1139545.404099 + Penalty 2973.181958 = -1136572.222141
  nChanged 45
		SP:Iteration 33Q (108552.250000 sec): 3 clusters
  Score: Raw -1139561.053546 + Penalty 2973.181958 = -1136587.871587
  nChanged 35
		SP:Iteration 34Q (108552.460000 sec): 3 clusters
  Score: Raw -1139572.682333 + Penalty 2973.181958 = -1136599.500375
  nChanged 23
		SP:Iteration 35Q (108552.740000 sec): 3 clusters
  Score: Raw -1139581.165497 + Penalty 2973.181958 = -1136607.983539
  nChanged 18
		SP:Iteration 36Q (108552.920000 sec): 3 clusters
  Score: Raw -1139586.749036 + Penalty 2973.181958 = -1136613.567078
  nChanged 18
		SP:Iteration 37Q (108553.110000 sec): 3 clusters
  Score: Raw -1139594.351677 + Penalty 2973.181958 = -1136621.169719
  nChanged 22
		SP:Iteration 38Q (108553.350000 sec): 3 clusters
  Score: Raw -1139601.647901 + Penalty 2973.181958 = -1136628.465942
  nChanged 22
		SP:Iteration 39Q (108553.560000 sec): 3 clusters
  Score: Raw -1139608.417105 + Penalty 2973.181958 = -1136635.235147
  nChanged 13
		SP:Iteration 40F (108553.810000 sec): 3 clusters
  Score: Raw -1139611.534493 + Penalty 2973.181958 = -1136638.352534
  nChanged 12
		SP:Iteration 41Q (108554.070000 sec): 3 clusters
  Score: Raw -1139614.483185 + Penalty 2973.181958 = -1136641.301226
  nChanged 8
		SP:Iteration 42Q (108554.290000 sec): 3 clusters
  Score: Raw -1139616.591863 + Penalty 2973.181958 = -1136643.409905
  nChanged 9
		SP:Iteration 43Q (108554.480000 sec): 3 clusters
  Score: Raw -1139618.239334 + Penalty 2973.181958 = -1136645.057376
  nChanged 1
		SP:Iteration 44Q (108554.630000 sec): 3 clusters
  Score: Raw -1139618.508758 + Penalty 2973.181958 = -1136645.326800
  nChanged 2
		SP:Iteration 45Q (108554.880000 sec): 3 clusters
  Score: Raw -1139619.078195 + Penalty 2973.181958 = -1136645.896237
  nChanged 2
		SP:Iteration 46Q (108555.080000 sec): 3 clusters
  Score: Raw -1139619.452384 + Penalty 2973.181958 = -1136646.270425
  nChanged 1
		SP:Iteration 47Q (108555.310000 sec): 3 clusters
  Score: Raw -1139619.628571 + Penalty 2973.181958 = -1136646.446612
  nChanged 2
		SP:Iteration 48Q (108555.480000 sec): 3 clusters
  Score: Raw -1139619.910292 + Penalty 2973.181958 = -1136646.728334
  nChanged 2
		SP:Iteration 49Q (108555.640000 sec): 3 clusters
  Score: Raw -1139620.254704 + Penalty 2973.181958 = -1136647.072745
  nChanged 1
		SP:Iteration 50Q (108555.840000 sec): 3 clusters
  Score: Raw -1139620.409402 + Penalty 2973.181958 = -1136647.227443
  nChanged 0
		SP:Iteration 51F (108556.120000 sec): 3 clusters
  Score: Raw -1139620.409402 + Penalty 2973.181958 = -1136647.227443
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108556.230000 sec): 2 clusters
  Score: Raw -899373.832314 + Penalty 1450.235024 = -897923.597290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108556.520000 sec): 3 clusters
  Score: Raw -895282.166822 + Penalty 2900.470048 = -892381.696774
  nChanged 3171
		SP:Iteration 1F (108556.740000 sec): 3 clusters
  Score: Raw -897097.781594 + Penalty 2900.470048 = -894197.311546
  nChanged 552
		SP:Iteration 2F (108556.940000 sec): 3 clusters
  Score: Raw -897439.160975 + Penalty 2900.470048 = -894538.690927
  nChanged 469
		SP:Iteration 3F (108557.120000 sec): 3 clusters
  Score: Raw -897755.139313 + Penalty 2900.470048 = -894854.669264
  nChanged 444
		SP:Iteration 4F (108557.380000 sec): 3 clusters
  Score: Raw -898026.065670 + Penalty 2900.470048 = -895125.595621
  nChanged 396
		SP:Iteration 5F (108557.580000 sec): 3 clusters
  Score: Raw -898224.222425 + Penalty 2900.470048 = -895323.752377
  nChanged 321
		SP:Iteration 6Q (108557.710000 sec): 3 clusters
  Score: Raw -898408.654143 + Penalty 2900.470048 = -895508.184095
  nChanged 284
		SP:Iteration 7Q (108557.870000 sec): 3 clusters
  Score: Raw -898553.029793 + Penalty 2900.470048 = -895652.559744
  nChanged 252
		SP:Iteration 8Q (108558.040000 sec): 3 clusters
  Score: Raw -898668.339680 + Penalty 2900.470048 = -895767.869632
  nChanged 201
		SP:Iteration 9Q (108558.220000 sec): 3 clusters
  Score: Raw -898748.687032 + Penalty 2900.470048 = -895848.216984
  nChanged 164
		SP:Iteration 10Q (108558.400000 sec): 3 clusters
  Score: Raw -898795.596563 + Penalty 2900.470048 = -895895.126514
  nChanged 104
		SP:Iteration 11Q (108558.590000 sec): 3 clusters
  Score: Raw -898824.635893 + Penalty 2900.470048 = -895924.165844
  nChanged 87
		SP:Iteration 12Q (108558.770000 sec): 3 clusters
  Score: Raw -898849.798036 + Penalty 2900.470048 = -895949.327988
  nChanged 89
		SP:Iteration 13Q (108558.950000 sec): 3 clusters
  Score: Raw -898874.149296 + Penalty 2900.470048 = -895973.679247
  nChanged 70
		SP:Iteration 14Q (108559.130000 sec): 3 clusters
  Score: Raw -898892.621696 + Penalty 2900.470048 = -895992.151647
  nChanged 46
		SP:Iteration 15Q (108559.310000 sec): 3 clusters
  Score: Raw -898903.467909 + Penalty 2900.470048 = -896002.997860
  nChanged 39
		SP:Iteration 16Q (108559.490000 sec): 3 clusters
  Score: Raw -898912.012337 + Penalty 2900.470048 = -896011.542289
  nChanged 37
		SP:Iteration 17Q (108559.670000 sec): 3 clusters
  Score: Raw -898920.579871 + Penalty 2900.470048 = -896020.109822
  nChanged 42
		SP:Iteration 18Q (108559.850000 sec): 3 clusters
  Score: Raw -898929.772744 + Penalty 2900.470048 = -896029.302695
  nChanged 36
		SP:Iteration 19Q (108560.040000 sec): 3 clusters
  Score: Raw -898939.431378 + Penalty 2900.470048 = -896038.961329
  nChanged 50
		SP:Iteration 20F (108560.220000 sec): 3 clusters
  Score: Raw -898950.339089 + Penalty 2900.470048 = -896049.869041
  nChanged 48
		SP:Iteration 21Q (108560.400000 sec): 3 clusters
  Score: Raw -898961.210325 + Penalty 2900.470048 = -896060.740277
  nChanged 43
		SP:Iteration 22Q (108560.580000 sec): 3 clusters
  Score: Raw -898971.012381 + Penalty 2900.470048 = -896070.542333
  nChanged 37
		SP:Iteration 23Q (108560.760000 sec): 3 clusters
  Score: Raw -898978.516867 + Penalty 2900.470048 = -896078.046819
  nChanged 38
		SP:Iteration 24Q (108560.940000 sec): 3 clusters
  Score: Raw -898985.593260 + Penalty 2900.470048 = -896085.123211
  nChanged 34
		SP:Iteration 25Q (108561.120000 sec): 3 clusters
  Score: Raw -898991.854168 + Penalty 2900.470048 = -896091.384119
  nChanged 34
		SP:Iteration 26Q (108561.300000 sec): 3 clusters
  Score: Raw -898998.095829 + Penalty 2900.470048 = -896097.625781
  nChanged 35
		SP:Iteration 27Q (108561.470000 sec): 3 clusters
  Score: Raw -899006.679287 + Penalty 2900.470048 = -896106.209239
  nChanged 44
		SP:Iteration 28Q (108561.720000 sec): 3 clusters
  Score: Raw -899019.068429 + Penalty 2900.470048 = -896118.598380
  nChanged 52
		SP:Iteration 29Q (108561.930000 sec): 3 clusters
  Score: Raw -899032.204218 + Penalty 2900.470048 = -896131.734170
  nChanged 44
		SP:Iteration 30Q (108562.110000 sec): 3 clusters
  Score: Raw -899043.079405 + Penalty 2900.470048 = -896142.609356
  nChanged 44
		SP:Iteration 31Q (108562.420000 sec): 3 clusters
  Score: Raw -899052.534973 + Penalty 2900.470048 = -896152.064924
  nChanged 41
		SP:Iteration 32Q (108562.640000 sec): 3 clusters
  Score: Raw -899060.153607 + Penalty 2900.470048 = -896159.683558
  nChanged 32
		SP:Iteration 33Q (108562.860000 sec): 3 clusters
  Score: Raw -899066.723429 + Penalty 2900.470048 = -896166.253380
  nChanged 29
		SP:Iteration 34Q (108563.090000 sec): 3 clusters
  Score: Raw -899073.754760 + Penalty 2900.470048 = -896173.284711
  nChanged 33
		SP:Iteration 35Q (108563.300000 sec): 3 clusters
  Score: Raw -899081.682228 + Penalty 2900.470048 = -896181.212179
  nChanged 38
		SP:Iteration 36Q (108563.520000 sec): 3 clusters
  Score: Raw -899090.640941 + Penalty 2900.470048 = -896190.170892
  nChanged 37
		SP:Iteration 37Q (108563.730000 sec): 3 clusters
  Score: Raw -899099.198811 + Penalty 2900.470048 = -896198.728763
  nChanged 40
		SP:Iteration 38Q (108563.940000 sec): 3 clusters
  Score: Raw -899108.119642 + Penalty 2900.470048 = -896207.649594
  nChanged 38
		SP:Iteration 39Q (108564.130000 sec): 3 clusters
  Score: Raw -899117.871794 + Penalty 2900.470048 = -896217.401746
  nChanged 43
		SP:Iteration 40F (108564.330000 sec): 3 clusters
  Score: Raw -899129.614750 + Penalty 2900.470048 = -896229.144701
  nChanged 53
		SP:Iteration 41Q (108564.520000 sec): 3 clusters
  Score: Raw -899142.687064 + Penalty 2900.470048 = -896242.217015
  nChanged 53
		SP:Iteration 42Q (108564.750000 sec): 3 clusters
  Score: Raw -899157.069383 + Penalty 2900.470048 = -896256.599334
  nChanged 54
		SP:Iteration 43Q (108565.080000 sec): 3 clusters
  Score: Raw -899170.675692 + Penalty 2900.470048 = -896270.205643
  nChanged 52
		SP:Iteration 44Q (108565.260000 sec): 3 clusters
  Score: Raw -899185.421536 + Penalty 2900.470048 = -896284.951487
  nChanged 47
		SP:Iteration 45Q (108565.450000 sec): 3 clusters
  Score: Raw -899197.551381 + Penalty 2900.470048 = -896297.081332
  nChanged 51
		SP:Iteration 46Q (108565.700000 sec): 3 clusters
  Score: Raw -899212.540815 + Penalty 2900.470048 = -896312.070766
  nChanged 52
		SP:Iteration 47Q (108565.920000 sec): 3 clusters
  Score: Raw -899225.768713 + Penalty 2900.470048 = -896325.298665
  nChanged 46
		SP:Iteration 48Q (108566.110000 sec): 3 clusters
  Score: Raw -899237.483938 + Penalty 2900.470048 = -896337.013890
  nChanged 26
		SP:Iteration 49Q (108566.330000 sec): 3 clusters
  Score: Raw -899242.833163 + Penalty 2900.470048 = -896342.363114
  nChanged 28
		SP:Iteration 50Q (108566.580000 sec): 3 clusters
  Score: Raw -899249.560915 + Penalty 2900.470048 = -896349.090866
  nChanged 27
		SP:Iteration 51Q (108566.790000 sec): 3 clusters
  Score: Raw -899256.770158 + Penalty 2900.470048 = -896356.300110
  nChanged 31
		SP:Iteration 52Q (108567.030000 sec): 3 clusters
  Score: Raw -899265.046407 + Penalty 2900.470048 = -896364.576358
  nChanged 29
		SP:Iteration 53Q (108567.240000 sec): 3 clusters
  Score: Raw -899273.092322 + Penalty 2900.470048 = -896372.622273
  nChanged 30
		SP:Iteration 54Q (108567.520000 sec): 3 clusters
  Score: Raw -899283.472574 + Penalty 2900.470048 = -896383.002526
  nChanged 37
		SP:Iteration 55Q (108567.760000 sec): 3 clusters
  Score: Raw -899298.736155 + Penalty 2900.470048 = -896398.266107
  nChanged 52
		SP:Iteration 56Q (108567.940000 sec): 3 clusters
  Score: Raw -899324.306039 + Penalty 2900.470048 = -896423.835991
  nChanged 73
		SP:Iteration 57Q (108568.220000 sec): 3 clusters
  Score: Raw -899373.667666 + Penalty 2900.470048 = -896473.197618
  nChanged 79
		SP:Iteration 58Q (108568.420000 sec): 3 clusters
  Score: Raw -899459.114091 + Penalty 2900.470048 = -896558.644043
  nChanged 86
		SP:Iteration 59Q (108568.640000 sec): 3 clusters
  Score: Raw -899550.801920 + Penalty 2900.470048 = -896650.331871
  nChanged 106
		SP:Iteration 60F (108568.840000 sec): 3 clusters
  Score: Raw -899646.568610 + Penalty 2900.470048 = -896746.098562
  nChanged 87
		SP:Iteration 61Q (108569.080000 sec): 3 clusters
  Score: Raw -899700.689584 + Penalty 2900.470048 = -896800.219535
  nChanged 69
		SP:Iteration 62Q (108569.300000 sec): 3 clusters
  Score: Raw -899737.950537 + Penalty 2900.470048 = -896837.480488
  nChanged 63
		SP:Iteration 63Q (108569.540000 sec): 3 clusters
  Score: Raw -899770.668465 + Penalty 2900.470048 = -896870.198416
  nChanged 48
		SP:Iteration 64Q (108569.730000 sec): 3 clusters
  Score: Raw -899793.343328 + Penalty 2900.470048 = -896892.873280
  nChanged 40
		SP:Iteration 65Q (108569.950000 sec): 3 clusters
  Score: Raw -899810.828631 + Penalty 2900.470048 = -896910.358582
  nChanged 28
		SP:Iteration 66Q (108570.140000 sec): 3 clusters
  Score: Raw -899821.924875 + Penalty 2900.470048 = -896921.454826
  nChanged 27
		SP:Iteration 67Q (108570.290000 sec): 3 clusters
  Score: Raw -899832.991751 + Penalty 2900.470048 = -896932.521702
  nChanged 22
		SP:Iteration 68Q (108570.480000 sec): 3 clusters
  Score: Raw -899842.864330 + Penalty 2900.470048 = -896942.394281
  nChanged 24
		SP:Iteration 69Q (108570.710000 sec): 3 clusters
  Score: Raw -899852.934008 + Penalty 2900.470048 = -896952.463960
  nChanged 22
		SP:Iteration 70Q (108570.900000 sec): 3 clusters
  Score: Raw -899861.688908 + Penalty 2900.470048 = -896961.218860
  nChanged 26
		SP:Iteration 71Q (108571.170000 sec): 3 clusters
  Score: Raw -899874.118104 + Penalty 2900.470048 = -896973.648056
  nChanged 26
		SP:Iteration 72Q (108571.350000 sec): 3 clusters
  Score: Raw -899884.497451 + Penalty 2900.470048 = -896984.027403
  nChanged 22
		SP:Iteration 73Q (108571.610000 sec): 3 clusters
  Score: Raw -899891.271201 + Penalty 2900.470048 = -896990.801153
  nChanged 15
		SP:Iteration 74Q (108571.870000 sec): 3 clusters
  Score: Raw -899897.273403 + Penalty 2900.470048 = -896996.803354
  nChanged 15
		SP:Iteration 75Q (108572.080000 sec): 3 clusters
  Score: Raw -899904.764047 + Penalty 2900.470048 = -897004.293999
  nChanged 15
		SP:Iteration 76Q (108572.260000 sec): 3 clusters
  Score: Raw -899911.162482 + Penalty 2900.470048 = -897010.692434
  nChanged 10
		SP:Iteration 77Q (108572.470000 sec): 3 clusters
  Score: Raw -899915.015869 + Penalty 2900.470048 = -897014.545820
  nChanged 11
		SP:Iteration 78Q (108572.710000 sec): 3 clusters
  Score: Raw -899919.073916 + Penalty 2900.470048 = -897018.603867
  nChanged 5
		SP:Iteration 79Q (108572.930000 sec): 3 clusters
  Score: Raw -899922.331508 + Penalty 2900.470048 = -897021.861459
  nChanged 6
		SP:Iteration 80F (108573.170000 sec): 3 clusters
  Score: Raw -899925.489837 + Penalty 2900.470048 = -897025.019789
  nChanged 5
		SP:Iteration 81Q (108573.390000 sec): 3 clusters
  Score: Raw -899927.022103 + Penalty 2900.470048 = -897026.552054
  nChanged 4
		SP:Iteration 82Q (108573.640000 sec): 3 clusters
  Score: Raw -899928.508337 + Penalty 2900.470048 = -897028.038289
  nChanged 5
		SP:Iteration 83Q (108573.870000 sec): 3 clusters
  Score: Raw -899929.787684 + Penalty 2900.470048 = -897029.317636
  nChanged 2
		SP:Iteration 84Q (108574.140000 sec): 3 clusters
  Score: Raw -899931.043652 + Penalty 2900.470048 = -897030.573604
  nChanged 4
		SP:Iteration 85Q (108574.370000 sec): 3 clusters
  Score: Raw -899933.171046 + Penalty 2900.470048 = -897032.700998
  nChanged 4
		SP:Iteration 86Q (108574.590000 sec): 3 clusters
  Score: Raw -899935.528466 + Penalty 2900.470048 = -897035.058417
  nChanged 4
		SP:Iteration 87Q (108574.870000 sec): 3 clusters
  Score: Raw -899936.564532 + Penalty 2900.470048 = -897036.094483
  nChanged 0
		SP:Iteration 88F (108574.980000 sec): 3 clusters
  Score: Raw -899936.564532 + Penalty 2900.470048 = -897036.094483
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108575.110000 sec): 2 clusters
  Score: Raw -23161.399883 + Penalty 878.665413 = -22282.734470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108575.290000 sec): 3 clusters
  Score: Raw -23299.503178 + Penalty 1757.330826 = -21542.172352
  nChanged 41
		SP:Iteration 1F (108575.480000 sec): 3 clusters
  Score: Raw -23397.747262 + Penalty 1757.330826 = -21640.416437
  nChanged 14
		SP:Iteration 2F (108575.640000 sec): 3 clusters
  Score: Raw -23422.283272 + Penalty 1757.330826 = -21664.952446
  nChanged 6
		SP:Iteration 3Q (108575.850000 sec): 3 clusters
  Score: Raw -23447.818084 + Penalty 1757.330826 = -21690.487259
  nChanged 6
		SP:Iteration 4Q (108575.990000 sec): 3 clusters
  Score: Raw -23511.123297 + Penalty 1757.330826 = -21753.792471
  nChanged 6
		SP:Iteration 5Q (108576.140000 sec): 3 clusters
  Score: Raw -23533.080680 + Penalty 1757.330826 = -21775.749854
  nChanged 3
		SP:Iteration 6Q (108576.290000 sec): 3 clusters
  Score: Raw -23545.733696 + Penalty 1757.330826 = -21788.402870
  nChanged 2
		SP:Iteration 7Q (108576.450000 sec): 3 clusters
  Score: Raw -23553.389857 + Penalty 1757.330826 = -21796.059031
  nChanged 2
		SP:Iteration 8Q (108576.670000 sec): 3 clusters
  Score: Raw -23567.563592 + Penalty 1757.330826 = -21810.232766
  nChanged 5
		SP:Iteration 9Q (108576.820000 sec): 3 clusters
  Score: Raw -23610.273532 + Penalty 1757.330826 = -21852.942706
  nChanged 5
		SP:Iteration 10Q (108576.950000 sec): 3 clusters
  Score: Raw -23625.482360 + Penalty 1757.330826 = -21868.151534
  nChanged 5
		SP:Iteration 11Q (108577.140000 sec): 3 clusters
  Score: Raw -23641.723536 + Penalty 1757.330826 = -21884.392710
  nChanged 2
		SP:Iteration 12Q (108577.280000 sec): 3 clusters
  Score: Raw -23650.326946 + Penalty 1757.330826 = -21892.996120
  nChanged 0
		SP:Iteration 13F (108577.420000 sec): 3 clusters
  Score: Raw -23650.326946 + Penalty 1757.330826 = -21892.996120
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108577.660000 sec): 2 clusters
  Score: Raw -3055539.356186 + Penalty 1659.456152 = -3053879.900034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108578.030000 sec): 3 clusters
  Score: Raw -3038838.205126 + Penalty 3318.912305 = -3035519.292821
  nChanged 12499
		SP:Iteration 1F (108578.370000 sec): 3 clusters
  Score: Raw -3046122.847602 + Penalty 3318.912305 = -3042803.935297
  nChanged 1670
		SP:Iteration 2F (108578.660000 sec): 3 clusters
  Score: Raw -3047019.928222 + Penalty 3318.912305 = -3043701.015917
  nChanged 1738
		SP:Iteration 3F (108579.010000 sec): 3 clusters
  Score: Raw -3048100.883569 + Penalty 3318.912305 = -3044781.971264
  nChanged 1767
		SP:Iteration 4F (108579.340000 sec): 3 clusters
  Score: Raw -3049364.091859 + Penalty 3318.912305 = -3046045.179554
  nChanged 1742
		SP:Iteration 5F (108579.660000 sec): 3 clusters
  Score: Raw -3050674.897774 + Penalty 3318.912305 = -3047355.985470
  nChanged 1590
		SP:Iteration 6F (108579.980000 sec): 3 clusters
  Score: Raw -3051814.101765 + Penalty 3318.912305 = -3048495.189460
  nChanged 1296
		SP:Iteration 7Q (108580.330000 sec): 3 clusters
  Score: Raw -3052713.928114 + Penalty 3318.912305 = -3049395.015809
  nChanged 1029
		SP:Iteration 8Q (108580.670000 sec): 3 clusters
  Score: Raw -3053306.022187 + Penalty 3318.912305 = -3049987.109882
  nChanged 785
		SP:Iteration 9Q (108581.050000 sec): 3 clusters
  Score: Raw -3053719.975938 + Penalty 3318.912305 = -3050401.063634
  nChanged 601
		SP:Iteration 10Q (108581.410000 sec): 3 clusters
  Score: Raw -3054002.063281 + Penalty 3318.912305 = -3050683.150976
  nChanged 542
		SP:Iteration 11Q (108581.760000 sec): 3 clusters
  Score: Raw -3054259.788583 + Penalty 3318.912305 = -3050940.876278
  nChanged 495
		SP:Iteration 12Q (108582.040000 sec): 3 clusters
  Score: Raw -3054498.703062 + Penalty 3318.912305 = -3051179.790757
  nChanged 432
		SP:Iteration 13Q (108582.410000 sec): 3 clusters
  Score: Raw -3054699.778141 + Penalty 3318.912305 = -3051380.865837
  nChanged 388
		SP:Iteration 14Q (108582.710000 sec): 3 clusters
  Score: Raw -3054867.652907 + Penalty 3318.912305 = -3051548.740603
  nChanged 333
		SP:Iteration 15Q (108583.060000 sec): 3 clusters
  Score: Raw -3055007.689475 + Penalty 3318.912305 = -3051688.777171
  nChanged 289
		SP:Iteration 16Q (108583.360000 sec): 3 clusters
  Score: Raw -3055125.120325 + Penalty 3318.912305 = -3051806.208020
  nChanged 274
		SP:Iteration 17Q (108583.620000 sec): 3 clusters
  Score: Raw -3055247.125280 + Penalty 3318.912305 = -3051928.212975
  nChanged 268
		SP:Iteration 18Q (108584.000000 sec): 3 clusters
  Score: Raw -3055385.633454 + Penalty 3318.912305 = -3052066.721150
  nChanged 220
		SP:Iteration 19Q (108584.250000 sec): 3 clusters
  Score: Raw -3055500.535046 + Penalty 3318.912305 = -3052181.622742
  nChanged 168
		SP:Iteration 20F (108584.560000 sec): 3 clusters
  Score: Raw -3055573.699524 + Penalty 3318.912305 = -3052254.787219
  nChanged 141
		SP:Iteration 21Q (108584.880000 sec): 3 clusters
  Score: Raw -3055630.258661 + Penalty 3318.912305 = -3052311.346356
  nChanged 105
		SP:Iteration 22Q (108585.160000 sec): 3 clusters
  Score: Raw -3055676.071186 + Penalty 3318.912305 = -3052357.158882
  nChanged 90
		SP:Iteration 23Q (108585.410000 sec): 3 clusters
  Score: Raw -3055711.524931 + Penalty 3318.912305 = -3052392.612626
  nChanged 77
		SP:Iteration 24Q (108585.700000 sec): 3 clusters
  Score: Raw -3055745.085542 + Penalty 3318.912305 = -3052426.173237
  nChanged 68
		SP:Iteration 25Q (108586.040000 sec): 3 clusters
  Score: Raw -3055774.301184 + Penalty 3318.912305 = -3052455.388879
  nChanged 60
		SP:Iteration 26Q (108586.340000 sec): 3 clusters
  Score: Raw -3055797.200670 + Penalty 3318.912305 = -3052478.288365
  nChanged 50
		SP:Iteration 27Q (108586.660000 sec): 3 clusters
  Score: Raw -3055815.859568 + Penalty 3318.912305 = -3052496.947263
  nChanged 43
		SP:Iteration 28Q (108586.950000 sec): 3 clusters
  Score: Raw -3055833.523939 + Penalty 3318.912305 = -3052514.611634
  nChanged 36
		SP:Iteration 29Q (108587.260000 sec): 3 clusters
  Score: Raw -3055848.859556 + Penalty 3318.912305 = -3052529.947251
  nChanged 31
		SP:Iteration 30Q (108587.540000 sec): 3 clusters
  Score: Raw -3055860.641190 + Penalty 3318.912305 = -3052541.728885
  nChanged 23
		SP:Iteration 31Q (108587.860000 sec): 3 clusters
  Score: Raw -3055869.493936 + Penalty 3318.912305 = -3052550.581631
  nChanged 23
		SP:Iteration 32Q (108588.130000 sec): 3 clusters
  Score: Raw -3055879.478175 + Penalty 3318.912305 = -3052560.565870
  nChanged 24
		SP:Iteration 33Q (108588.530000 sec): 3 clusters
  Score: Raw -3055890.980805 + Penalty 3318.912305 = -3052572.068500
  nChanged 22
		SP:Iteration 34Q (108588.820000 sec): 3 clusters
  Score: Raw -3055903.291491 + Penalty 3318.912305 = -3052584.379186
  nChanged 20
		SP:Iteration 35Q (108589.170000 sec): 3 clusters
  Score: Raw -3055909.671368 + Penalty 3318.912305 = -3052590.759063
  nChanged 9
		SP:Iteration 36Q (108589.440000 sec): 3 clusters
  Score: Raw -3055912.655703 + Penalty 3318.912305 = -3052593.743398
  nChanged 10
		SP:Iteration 37Q (108589.740000 sec): 3 clusters
  Score: Raw -3055919.342936 + Penalty 3318.912305 = -3052600.430632
  nChanged 15
		SP:Iteration 38Q (108590.050000 sec): 3 clusters
  Score: Raw -3055926.539477 + Penalty 3318.912305 = -3052607.627172
  nChanged 16
		SP:Iteration 39Q (108590.440000 sec): 3 clusters
  Score: Raw -3055935.885846 + Penalty 3318.912305 = -3052616.973542
  nChanged 14
		SP:Iteration 40F (108590.830000 sec): 3 clusters
  Score: Raw -3055942.313235 + Penalty 3318.912305 = -3052623.400931
  nChanged 14
		SP:Iteration 41Q (108591.180000 sec): 3 clusters
  Score: Raw -3055952.185596 + Penalty 3318.912305 = -3052633.273291
  nChanged 18
		SP:Iteration 42Q (108591.430000 sec): 3 clusters
  Score: Raw -3055962.077000 + Penalty 3318.912305 = -3052643.164695
  nChanged 9
		SP:Iteration 43Q (108591.760000 sec): 3 clusters
  Score: Raw -3055966.904343 + Penalty 3318.912305 = -3052647.992038
  nChanged 8
		SP:Iteration 44Q (108592.040000 sec): 3 clusters
  Score: Raw -3055970.120881 + Penalty 3318.912305 = -3052651.208576
  nChanged 13
		SP:Iteration 45Q (108592.320000 sec): 3 clusters
  Score: Raw -3055975.512058 + Penalty 3318.912305 = -3052656.599753
  nChanged 11
		SP:Iteration 46Q (108592.690000 sec): 3 clusters
  Score: Raw -3055979.079061 + Penalty 3318.912305 = -3052660.166756
  nChanged 7
		SP:Iteration 47Q (108592.990000 sec): 3 clusters
  Score: Raw -3055981.707116 + Penalty 3318.912305 = -3052662.794812
  nChanged 6
		SP:Iteration 48Q (108593.290000 sec): 3 clusters
  Score: Raw -3055984.395293 + Penalty 3318.912305 = -3052665.482989
  nChanged 8
		SP:Iteration 49Q (108593.580000 sec): 3 clusters
  Score: Raw -3055988.883143 + Penalty 3318.912305 = -3052669.970838
  nChanged 9
		SP:Iteration 50Q (108593.920000 sec): 3 clusters
  Score: Raw -3055994.377554 + Penalty 3318.912305 = -3052675.465249
  nChanged 7
		SP:Iteration 51Q (108594.210000 sec): 3 clusters
  Score: Raw -3055998.536611 + Penalty 3318.912305 = -3052679.624306
  nChanged 5
		SP:Iteration 52Q (108594.500000 sec): 3 clusters
  Score: Raw -3056001.046571 + Penalty 3318.912305 = -3052682.134266
  nChanged 6
		SP:Iteration 53Q (108594.870000 sec): 3 clusters
  Score: Raw -3056003.054418 + Penalty 3318.912305 = -3052684.142114
  nChanged 3
		SP:Iteration 54Q (108595.130000 sec): 3 clusters
  Score: Raw -3056004.260946 + Penalty 3318.912305 = -3052685.348641
  nChanged 3
		SP:Iteration 55Q (108595.460000 sec): 3 clusters
  Score: Raw -3056005.325975 + Penalty 3318.912305 = -3052686.413670
  nChanged 0
		SP:Iteration 56F (108595.800000 sec): 3 clusters
  Score: Raw -3056005.325975 + Penalty 3318.912305 = -3052686.413670
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108595.930000 sec): 2 clusters
  Score: Raw -677763.654461 + Penalty 1403.212523 = -676360.441938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108596.190000 sec): 3 clusters
  Score: Raw -674718.402650 + Penalty 2806.425046 = -671911.977604
  nChanged 2380
		SP:Iteration 1F (108596.400000 sec): 3 clusters
  Score: Raw -676065.150458 + Penalty 2806.425046 = -673258.725412
  nChanged 383
		SP:Iteration 2F (108596.610000 sec): 3 clusters
  Score: Raw -676255.440551 + Penalty 2806.425046 = -673449.015504
  nChanged 299
		SP:Iteration 3F (108596.810000 sec): 3 clusters
  Score: Raw -676406.278441 + Penalty 2806.425046 = -673599.853394
  nChanged 266
		SP:Iteration 4Q (108597.050000 sec): 3 clusters
  Score: Raw -676544.714167 + Penalty 2806.425046 = -673738.289121
  nChanged 251
		SP:Iteration 5Q (108597.230000 sec): 3 clusters
  Score: Raw -676689.889204 + Penalty 2806.425046 = -673883.464158
  nChanged 253
		SP:Iteration 6Q (108597.410000 sec): 3 clusters
  Score: Raw -676841.902759 + Penalty 2806.425046 = -674035.477712
  nChanged 256
		SP:Iteration 7Q (108597.600000 sec): 3 clusters
  Score: Raw -676994.390910 + Penalty 2806.425046 = -674187.965863
  nChanged 241
		SP:Iteration 8Q (108597.790000 sec): 3 clusters
  Score: Raw -677149.771808 + Penalty 2806.425046 = -674343.346761
  nChanged 214
		SP:Iteration 9Q (108597.940000 sec): 3 clusters
  Score: Raw -677281.431931 + Penalty 2806.425046 = -674475.006885
  nChanged 162
		SP:Iteration 10Q (108598.150000 sec): 3 clusters
  Score: Raw -677376.096864 + Penalty 2806.425046 = -674569.671817
  nChanged 150
		SP:Iteration 11Q (108598.330000 sec): 3 clusters
  Score: Raw -677467.182633 + Penalty 2806.425046 = -674660.757586
  nChanged 141
		SP:Iteration 12Q (108598.580000 sec): 3 clusters
  Score: Raw -677560.573251 + Penalty 2806.425046 = -674754.148205
  nChanged 119
		SP:Iteration 13Q (108598.710000 sec): 3 clusters
  Score: Raw -677636.432989 + Penalty 2806.425046 = -674830.007943
  nChanged 108
		SP:Iteration 14Q (108598.930000 sec): 3 clusters
  Score: Raw -677700.811695 + Penalty 2806.425046 = -674894.386649
  nChanged 104
		SP:Iteration 15Q (108599.130000 sec): 3 clusters
  Score: Raw -677764.393760 + Penalty 2806.425046 = -674957.968714
  nChanged 80
		SP:Iteration 16Q (108599.340000 sec): 3 clusters
  Score: Raw -677821.182893 + Penalty 2806.425046 = -675014.757847
  nChanged 75
		SP:Iteration 17Q (108599.560000 sec): 3 clusters
  Score: Raw -677869.176448 + Penalty 2806.425046 = -675062.751402
  nChanged 60
		SP:Iteration 18Q (108599.790000 sec): 3 clusters
  Score: Raw -677904.727337 + Penalty 2806.425046 = -675098.302291
  nChanged 49
		SP:Iteration 19Q (108599.990000 sec): 3 clusters
  Score: Raw -677931.991185 + Penalty 2806.425046 = -675125.566138
  nChanged 31
		SP:Iteration 20F (108600.170000 sec): 3 clusters
  Score: Raw -677946.926828 + Penalty 2806.425046 = -675140.501782
  nChanged 29
		SP:Iteration 21Q (108600.320000 sec): 3 clusters
  Score: Raw -677965.490253 + Penalty 2806.425046 = -675159.065206
  nChanged 30
		SP:Iteration 22Q (108600.520000 sec): 3 clusters
  Score: Raw -677982.884283 + Penalty 2806.425046 = -675176.459236
  nChanged 21
		SP:Iteration 23Q (108600.700000 sec): 3 clusters
  Score: Raw -677994.797157 + Penalty 2806.425046 = -675188.372110
  nChanged 15
		SP:Iteration 24Q (108600.870000 sec): 3 clusters
  Score: Raw -678003.003616 + Penalty 2806.425046 = -675196.578570
  nChanged 9
		SP:Iteration 25Q (108601.030000 sec): 3 clusters
  Score: Raw -678009.350877 + Penalty 2806.425046 = -675202.925831
  nChanged 12
		SP:Iteration 26Q (108601.260000 sec): 3 clusters
  Score: Raw -678016.635368 + Penalty 2806.425046 = -675210.210322
  nChanged 16
		SP:Iteration 27Q (108601.460000 sec): 3 clusters
  Score: Raw -678024.004946 + Penalty 2806.425046 = -675217.579899
  nChanged 9
		SP:Iteration 28Q (108601.620000 sec): 3 clusters
  Score: Raw -678027.302116 + Penalty 2806.425046 = -675220.877069
  nChanged 5
		SP:Iteration 29Q (108601.810000 sec): 3 clusters
  Score: Raw -678028.954112 + Penalty 2806.425046 = -675222.529066
  nChanged 2
		SP:Iteration 30Q (108601.950000 sec): 3 clusters
  Score: Raw -678029.984407 + Penalty 2806.425046 = -675223.559360
  nChanged 5
		SP:Iteration 31Q (108602.150000 sec): 3 clusters
  Score: Raw -678032.826072 + Penalty 2806.425046 = -675226.401025
  nChanged 3
		SP:Iteration 32Q (108602.400000 sec): 3 clusters
  Score: Raw -678034.534837 + Penalty 2806.425046 = -675228.109791
  nChanged 4
		SP:Iteration 33Q (108602.570000 sec): 3 clusters
  Score: Raw -678035.619168 + Penalty 2806.425046 = -675229.194121
  nChanged 0
		SP:Iteration 34F (108602.810000 sec): 3 clusters
  Score: Raw -678035.619168 + Penalty 2806.425046 = -675229.194121
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108602.910000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108603.020000 sec): 3 clusters
  Score: Raw -23016.929364 + Penalty 1770.189646 = -21246.739718
  nChanged 37
		SP:Iteration 1F (108603.220000 sec): 3 clusters
  Score: Raw -23127.792683 + Penalty 1770.189646 = -21357.603037
  nChanged 14
		SP:Iteration 2F (108603.330000 sec): 3 clusters
  Score: Raw -23165.340226 + Penalty 1770.189646 = -21395.150580
  nChanged 8
		SP:Iteration 3Q (108603.490000 sec): 3 clusters
  Score: Raw -23210.634753 + Penalty 1770.189646 = -21440.445107
  nChanged 8
		SP:Iteration 4Q (108603.650000 sec): 3 clusters
  Score: Raw -23254.776336 + Penalty 1770.189646 = -21484.586690
  nChanged 9
		SP:Iteration 5Q (108603.850000 sec): 3 clusters
  Score: Raw -23284.117395 + Penalty 1770.189646 = -21513.927749
  nChanged 3
		SP:Iteration 6Q (108604.020000 sec): 3 clusters
  Score: Raw -23290.649593 + Penalty 1770.189646 = -21520.459948
  nChanged 0
		SP:Iteration 7F (108604.190000 sec): 3 clusters
  Score: Raw -23290.649593 + Penalty 1770.189646 = -21520.459948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108604.390000 sec): 2 clusters
  Score: Raw -1763199.462764 + Penalty 1558.853755 = -1761640.609009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108604.650000 sec): 3 clusters
  Score: Raw -1754617.556220 + Penalty 3117.707510 = -1751499.848709
  nChanged 6552
		SP:Iteration 1F (108604.920000 sec): 3 clusters
  Score: Raw -1758223.297949 + Penalty 3117.707510 = -1755105.590439
  nChanged 924
		SP:Iteration 2F (108605.220000 sec): 3 clusters
  Score: Raw -1758684.452840 + Penalty 3117.707510 = -1755566.745329
  nChanged 860
		SP:Iteration 3F (108605.460000 sec): 3 clusters
  Score: Raw -1759085.097763 + Penalty 3117.707510 = -1755967.390252
  nChanged 755
		SP:Iteration 4F (108605.710000 sec): 3 clusters
  Score: Raw -1759486.363486 + Penalty 3117.707510 = -1756368.655976
  nChanged 737
		SP:Iteration 5F (108605.960000 sec): 3 clusters
  Score: Raw -1759943.520327 + Penalty 3117.707510 = -1756825.812817
  nChanged 764
		SP:Iteration 6F (108606.170000 sec): 3 clusters
  Score: Raw -1760493.490559 + Penalty 3117.707510 = -1757375.783048
  nChanged 764
		SP:Iteration 7F (108606.470000 sec): 3 clusters
  Score: Raw -1761058.959977 + Penalty 3117.707510 = -1757941.252467
  nChanged 678
		SP:Iteration 8Q (108606.690000 sec): 3 clusters
  Score: Raw -1761497.379293 + Penalty 3117.707510 = -1758379.671783
  nChanged 512
		SP:Iteration 9Q (108606.940000 sec): 3 clusters
  Score: Raw -1761765.063696 + Penalty 3117.707510 = -1758647.356185
  nChanged 445
		SP:Iteration 10Q (108607.170000 sec): 3 clusters
  Score: Raw -1761965.855299 + Penalty 3117.707510 = -1758848.147788
  nChanged 374
		SP:Iteration 11Q (108607.420000 sec): 3 clusters
  Score: Raw -1762119.069580 + Penalty 3117.707510 = -1759001.362070
  nChanged 342
		SP:Iteration 12Q (108607.710000 sec): 3 clusters
  Score: Raw -1762258.709220 + Penalty 3117.707510 = -1759141.001709
  nChanged 322
		SP:Iteration 13Q (108608.000000 sec): 3 clusters
  Score: Raw -1762398.951610 + Penalty 3117.707510 = -1759281.244100
  nChanged 299
		SP:Iteration 14Q (108608.300000 sec): 3 clusters
  Score: Raw -1762537.745802 + Penalty 3117.707510 = -1759420.038291
  nChanged 289
		SP:Iteration 15Q (108608.600000 sec): 3 clusters
  Score: Raw -1762670.911673 + Penalty 3117.707510 = -1759553.204162
  nChanged 281
		SP:Iteration 16Q (108608.800000 sec): 3 clusters
  Score: Raw -1762814.939470 + Penalty 3117.707510 = -1759697.231960
  nChanged 304
		SP:Iteration 17Q (108609.070000 sec): 3 clusters
  Score: Raw -1762981.128947 + Penalty 3117.707510 = -1759863.421437
  nChanged 270
		SP:Iteration 18Q (108609.320000 sec): 3 clusters
  Score: Raw -1763135.257699 + Penalty 3117.707510 = -1760017.550188
  nChanged 253
		SP:Iteration 19Q (108609.610000 sec): 3 clusters
  Score: Raw -1763292.944047 + Penalty 3117.707510 = -1760175.236536
  nChanged 260
		SP:Iteration 20F (108609.900000 sec): 3 clusters
  Score: Raw -1763450.456990 + Penalty 3117.707510 = -1760332.749479
  nChanged 232
		SP:Iteration 21Q (108610.180000 sec): 3 clusters
  Score: Raw -1763589.824639 + Penalty 3117.707510 = -1760472.117128
  nChanged 206
		SP:Iteration 22Q (108610.430000 sec): 3 clusters
  Score: Raw -1763693.744190 + Penalty 3117.707510 = -1760576.036679
  nChanged 162
		SP:Iteration 23Q (108610.660000 sec): 3 clusters
  Score: Raw -1763764.744286 + Penalty 3117.707510 = -1760647.036776
  nChanged 132
		SP:Iteration 24Q (108610.890000 sec): 3 clusters
  Score: Raw -1763815.056761 + Penalty 3117.707510 = -1760697.349250
  nChanged 100
		SP:Iteration 25Q (108611.190000 sec): 3 clusters
  Score: Raw -1763847.618610 + Penalty 3117.707510 = -1760729.911100
  nChanged 79
		SP:Iteration 26Q (108611.430000 sec): 3 clusters
  Score: Raw -1763866.333361 + Penalty 3117.707510 = -1760748.625851
  nChanged 63
		SP:Iteration 27Q (108611.710000 sec): 3 clusters
  Score: Raw -1763879.801794 + Penalty 3117.707510 = -1760762.094283
  nChanged 55
		SP:Iteration 28Q (108612.000000 sec): 3 clusters
  Score: Raw -1763892.825765 + Penalty 3117.707510 = -1760775.118254
  nChanged 46
		SP:Iteration 29Q (108612.270000 sec): 3 clusters
  Score: Raw -1763902.094462 + Penalty 3117.707510 = -1760784.386951
  nChanged 41
		SP:Iteration 30Q (108612.590000 sec): 3 clusters
  Score: Raw -1763910.196791 + Penalty 3117.707510 = -1760792.489280
  nChanged 33
		SP:Iteration 31Q (108612.870000 sec): 3 clusters
  Score: Raw -1763916.121831 + Penalty 3117.707510 = -1760798.414321
  nChanged 28
		SP:Iteration 32Q (108613.090000 sec): 3 clusters
  Score: Raw -1763920.065018 + Penalty 3117.707510 = -1760802.357508
  nChanged 29
		SP:Iteration 33Q (108613.370000 sec): 3 clusters
  Score: Raw -1763924.210676 + Penalty 3117.707510 = -1760806.503166
  nChanged 21
		SP:Iteration 34Q (108613.580000 sec): 3 clusters
  Score: Raw -1763927.420533 + Penalty 3117.707510 = -1760809.713023
  nChanged 14
		SP:Iteration 35Q (108613.860000 sec): 3 clusters
  Score: Raw -1763928.707000 + Penalty 3117.707510 = -1760810.999489
  nChanged 7
		SP:Iteration 36Q (108614.100000 sec): 3 clusters
  Score: Raw -1763929.691979 + Penalty 3117.707510 = -1760811.984468
  nChanged 6
		SP:Iteration 37Q (108614.360000 sec): 3 clusters
  Score: Raw -1763930.250915 + Penalty 3117.707510 = -1760812.543405
  nChanged 2
		SP:Iteration 38Q (108614.580000 sec): 3 clusters
  Score: Raw -1763930.479455 + Penalty 3117.707510 = -1760812.771944
  nChanged 3
		SP:Iteration 39Q (108614.860000 sec): 3 clusters
  Score: Raw -1763930.837289 + Penalty 3117.707510 = -1760813.129779
  nChanged 4
		SP:Iteration 40F (108615.190000 sec): 3 clusters
  Score: Raw -1763931.483687 + Penalty 3117.707510 = -1760813.776177
  nChanged 3
		SP:Iteration 41Q (108615.440000 sec): 3 clusters
  Score: Raw -1763932.146743 + Penalty 3117.707510 = -1760814.439233
  nChanged 5
		SP:Iteration 42Q (108615.690000 sec): 3 clusters
  Score: Raw -1763932.884788 + Penalty 3117.707510 = -1760815.177278
  nChanged 7
		SP:Iteration 43Q (108616.040000 sec): 3 clusters
  Score: Raw -1763934.094890 + Penalty 3117.707510 = -1760816.387379
  nChanged 8
		SP:Iteration 44Q (108616.280000 sec): 3 clusters
  Score: Raw -1763934.811140 + Penalty 3117.707510 = -1760817.103629
  nChanged 6
		SP:Iteration 45Q (108616.550000 sec): 3 clusters
  Score: Raw -1763935.351957 + Penalty 3117.707510 = -1760817.644447
  nChanged 6
		SP:Iteration 46Q (108616.890000 sec): 3 clusters
  Score: Raw -1763935.917207 + Penalty 3117.707510 = -1760818.209697
  nChanged 5
		SP:Iteration 47Q (108617.120000 sec): 3 clusters
  Score: Raw -1763936.274895 + Penalty 3117.707510 = -1760818.567385
  nChanged 2
		SP:Iteration 48Q (108617.450000 sec): 3 clusters
  Score: Raw -1763936.372895 + Penalty 3117.707510 = -1760818.665385
  nChanged 1
		SP:Iteration 49Q (108617.650000 sec): 3 clusters
  Score: Raw -1763936.431117 + Penalty 3117.707510 = -1760818.723607
  nChanged 0
		SP:Iteration 50F (108617.910000 sec): 3 clusters
  Score: Raw -1763936.431117 + Penalty 3117.707510 = -1760818.723607
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108618.040000 sec): 2 clusters
  Score: Raw -945296.528158 + Penalty 1461.431948 = -943835.096210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108618.340000 sec): 3 clusters
  Score: Raw -940841.339429 + Penalty 2922.863895 = -937918.475534
  nChanged 3454
		SP:Iteration 1F (108618.560000 sec): 3 clusters
  Score: Raw -942710.798178 + Penalty 2922.863895 = -939787.934282
  nChanged 494
		SP:Iteration 2F (108618.840000 sec): 3 clusters
  Score: Raw -942913.164773 + Penalty 2922.863895 = -939990.300877
  nChanged 381
		SP:Iteration 3Q (108619.020000 sec): 3 clusters
  Score: Raw -943077.488623 + Penalty 2922.863895 = -940154.624728
  nChanged 322
		SP:Iteration 4Q (108619.260000 sec): 3 clusters
  Score: Raw -943209.512158 + Penalty 2922.863895 = -940286.648263
  nChanged 308
		SP:Iteration 5Q (108619.520000 sec): 3 clusters
  Score: Raw -943360.614359 + Penalty 2922.863895 = -940437.750464
  nChanged 341
		SP:Iteration 6Q (108619.710000 sec): 3 clusters
  Score: Raw -943568.208129 + Penalty 2922.863895 = -940645.344234
  nChanged 382
		SP:Iteration 7Q (108619.940000 sec): 3 clusters
  Score: Raw -943812.611562 + Penalty 2922.863895 = -940889.747666
  nChanged 394
		SP:Iteration 8Q (108620.170000 sec): 3 clusters
  Score: Raw -944094.182986 + Penalty 2922.863895 = -941171.319091
  nChanged 431
		SP:Iteration 9F (108620.420000 sec): 3 clusters
  Score: Raw -944427.869903 + Penalty 2922.863895 = -941505.006007
  nChanged 381
		SP:Iteration 10Q (108620.630000 sec): 3 clusters
  Score: Raw -944725.275487 + Penalty 2922.863895 = -941802.411591
  nChanged 338
		SP:Iteration 11Q (108620.910000 sec): 3 clusters
  Score: Raw -945013.405379 + Penalty 2922.863895 = -942090.541483
  nChanged 258
		SP:Iteration 12Q (108621.100000 sec): 3 clusters
  Score: Raw -945257.177198 + Penalty 2922.863895 = -942334.313302
  nChanged 179
		SP:Iteration 13Q (108621.310000 sec): 3 clusters
  Score: Raw -945446.883207 + Penalty 2922.863895 = -942524.019312
  nChanged 133
		SP:Iteration 14Q (108621.550000 sec): 3 clusters
  Score: Raw -945590.032893 + Penalty 2922.863895 = -942667.168997
  nChanged 102
		SP:Iteration 15Q (108621.770000 sec): 3 clusters
  Score: Raw -945720.668518 + Penalty 2922.863895 = -942797.804622
  nChanged 74
		SP:Iteration 16Q (108621.960000 sec): 3 clusters
  Score: Raw -945798.233507 + Penalty 2922.863895 = -942875.369612
  nChanged 63
		SP:Iteration 17Q (108622.150000 sec): 3 clusters
  Score: Raw -945852.253439 + Penalty 2922.863895 = -942929.389544
  nChanged 40
		SP:Iteration 18Q (108622.370000 sec): 3 clusters
  Score: Raw -945876.037506 + Penalty 2922.863895 = -942953.173611
  nChanged 17
		SP:Iteration 19Q (108622.580000 sec): 3 clusters
  Score: Raw -945883.778825 + Penalty 2922.863895 = -942960.914929
  nChanged 5
		SP:Iteration 20F (108622.780000 sec): 3 clusters
  Score: Raw -945885.579371 + Penalty 2922.863895 = -942962.715475
  nChanged 4
		SP:Iteration 21Q (108622.960000 sec): 3 clusters
  Score: Raw -945886.694265 + Penalty 2922.863895 = -942963.830369
  nChanged 1
		SP:Iteration 22Q (108623.210000 sec): 3 clusters
  Score: Raw -945886.992395 + Penalty 2922.863895 = -942964.128500
  nChanged 1
		SP:Iteration 23Q (108623.460000 sec): 3 clusters
  Score: Raw -945887.369882 + Penalty 2922.863895 = -942964.505987
  nChanged 1
		SP:Iteration 24Q (108623.670000 sec): 3 clusters
  Score: Raw -945887.778592 + Penalty 2922.863895 = -942964.914696
  nChanged 1
		SP:Iteration 25Q (108623.850000 sec): 3 clusters
  Score: Raw -945888.148574 + Penalty 2922.863895 = -942965.284678
  nChanged 0
		SP:Iteration 26F (108624.040000 sec): 3 clusters
  Score: Raw -945888.148574 + Penalty 2922.863895 = -942965.284678
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108624.190000 sec): 2 clusters
  Score: Raw -931431.569119 + Penalty 1460.804963 = -929970.764156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108624.420000 sec): 3 clusters
  Score: Raw -927078.022395 + Penalty 2921.609927 = -924156.412469
  nChanged 3339
		SP:Iteration 1F (108624.660000 sec): 3 clusters
  Score: Raw -929005.637996 + Penalty 2921.609927 = -926084.028069
  nChanged 575
		SP:Iteration 2F (108624.880000 sec): 3 clusters
  Score: Raw -929325.166560 + Penalty 2921.609927 = -926403.556633
  nChanged 457
		SP:Iteration 3F (108625.100000 sec): 3 clusters
  Score: Raw -929592.179119 + Penalty 2921.609927 = -926670.569192
  nChanged 385
		SP:Iteration 4Q (108625.350000 sec): 3 clusters
  Score: Raw -929820.614023 + Penalty 2921.609927 = -926899.004097
  nChanged 357
		SP:Iteration 5Q (108625.590000 sec): 3 clusters
  Score: Raw -930004.154474 + Penalty 2921.609927 = -927082.544547
  nChanged 303
		SP:Iteration 6Q (108625.780000 sec): 3 clusters
  Score: Raw -930160.367818 + Penalty 2921.609927 = -927238.757892
  nChanged 299
		SP:Iteration 7Q (108626.020000 sec): 3 clusters
  Score: Raw -930293.049835 + Penalty 2921.609927 = -927371.439908
  nChanged 234
		SP:Iteration 8Q (108626.270000 sec): 3 clusters
  Score: Raw -930381.486499 + Penalty 2921.609927 = -927459.876573
  nChanged 173
		SP:Iteration 9Q (108626.490000 sec): 3 clusters
  Score: Raw -930434.379056 + Penalty 2921.609927 = -927512.769130
  nChanged 153
		SP:Iteration 10Q (108626.740000 sec): 3 clusters
  Score: Raw -930479.870520 + Penalty 2921.609927 = -927558.260593
  nChanged 124
		SP:Iteration 11Q (108626.980000 sec): 3 clusters
  Score: Raw -930520.142296 + Penalty 2921.609927 = -927598.532370
  nChanged 128
		SP:Iteration 12Q (108627.210000 sec): 3 clusters
  Score: Raw -930558.814784 + Penalty 2921.609927 = -927637.204857
  nChanged 109
		SP:Iteration 13Q (108627.430000 sec): 3 clusters
  Score: Raw -930587.232586 + Penalty 2921.609927 = -927665.622659
  nChanged 101
		SP:Iteration 14Q (108627.680000 sec): 3 clusters
  Score: Raw -930611.999514 + Penalty 2921.609927 = -927690.389588
  nChanged 96
		SP:Iteration 15Q (108627.960000 sec): 3 clusters
  Score: Raw -930636.273603 + Penalty 2921.609927 = -927714.663676
  nChanged 86
		SP:Iteration 16Q (108628.160000 sec): 3 clusters
  Score: Raw -930659.312458 + Penalty 2921.609927 = -927737.702532
  nChanged 89
		SP:Iteration 17Q (108628.360000 sec): 3 clusters
  Score: Raw -930683.922799 + Penalty 2921.609927 = -927762.312872
  nChanged 88
		SP:Iteration 18Q (108628.630000 sec): 3 clusters
  Score: Raw -930705.684972 + Penalty 2921.609927 = -927784.075046
  nChanged 79
		SP:Iteration 19Q (108628.900000 sec): 3 clusters
  Score: Raw -930725.575451 + Penalty 2921.609927 = -927803.965524
  nChanged 78
		SP:Iteration 20F (108629.100000 sec): 3 clusters
  Score: Raw -930742.098126 + Penalty 2921.609927 = -927820.488200
  nChanged 62
		SP:Iteration 21Q (108629.300000 sec): 3 clusters
  Score: Raw -930755.278192 + Penalty 2921.609927 = -927833.668265
  nChanged 75
		SP:Iteration 22Q (108629.530000 sec): 3 clusters
  Score: Raw -930771.375864 + Penalty 2921.609927 = -927849.765937
  nChanged 74
		SP:Iteration 23Q (108629.760000 sec): 3 clusters
  Score: Raw -930786.637429 + Penalty 2921.609927 = -927865.027502
  nChanged 71
		SP:Iteration 24Q (108630.020000 sec): 3 clusters
  Score: Raw -930802.610155 + Penalty 2921.609927 = -927881.000228
  nChanged 61
		SP:Iteration 25Q (108630.200000 sec): 3 clusters
  Score: Raw -930817.877635 + Penalty 2921.609927 = -927896.267708
  nChanged 64
		SP:Iteration 26Q (108630.450000 sec): 3 clusters
  Score: Raw -930833.308953 + Penalty 2921.609927 = -927911.699027
  nChanged 83
		SP:Iteration 27Q (108630.660000 sec): 3 clusters
  Score: Raw -930856.798405 + Penalty 2921.609927 = -927935.188479
  nChanged 91
		SP:Iteration 28Q (108630.840000 sec): 3 clusters
  Score: Raw -930881.141056 + Penalty 2921.609927 = -927959.531129
  nChanged 82
		SP:Iteration 29Q (108631.100000 sec): 3 clusters
  Score: Raw -930901.852347 + Penalty 2921.609927 = -927980.242420
  nChanged 67
		SP:Iteration 30Q (108631.280000 sec): 3 clusters
  Score: Raw -930916.795388 + Penalty 2921.609927 = -927995.185462
  nChanged 65
		SP:Iteration 31Q (108631.540000 sec): 3 clusters
  Score: Raw -930932.199862 + Penalty 2921.609927 = -928010.589935
  nChanged 67
		SP:Iteration 32Q (108631.700000 sec): 3 clusters
  Score: Raw -930950.777703 + Penalty 2921.609927 = -928029.167777
  nChanged 78
		SP:Iteration 33Q (108631.860000 sec): 3 clusters
  Score: Raw -930970.198978 + Penalty 2921.609927 = -928048.589051
  nChanged 76
		SP:Iteration 34Q (108632.060000 sec): 3 clusters
  Score: Raw -930988.270466 + Penalty 2921.609927 = -928066.660540
  nChanged 65
		SP:Iteration 35Q (108632.270000 sec): 3 clusters
  Score: Raw -931001.950632 + Penalty 2921.609927 = -928080.340705
  nChanged 60
		SP:Iteration 36Q (108632.510000 sec): 3 clusters
  Score: Raw -931017.455735 + Penalty 2921.609927 = -928095.845808
  nChanged 63
		SP:Iteration 37Q (108632.790000 sec): 3 clusters
  Score: Raw -931034.169818 + Penalty 2921.609927 = -928112.559892
  nChanged 70
		SP:Iteration 38Q (108633.000000 sec): 3 clusters
  Score: Raw -931057.547299 + Penalty 2921.609927 = -928135.937372
  nChanged 84
		SP:Iteration 39Q (108633.300000 sec): 3 clusters
  Score: Raw -931085.226735 + Penalty 2921.609927 = -928163.616809
  nChanged 83
		SP:Iteration 40F (108633.470000 sec): 3 clusters
  Score: Raw -931111.387368 + Penalty 2921.609927 = -928189.777442
  nChanged 81
		SP:Iteration 41Q (108633.740000 sec): 3 clusters
  Score: Raw -931138.625799 + Penalty 2921.609927 = -928217.015872
  nChanged 87
		SP:Iteration 42Q (108634.010000 sec): 3 clusters
  Score: Raw -931168.042687 + Penalty 2921.609927 = -928246.432761
  nChanged 84
		SP:Iteration 43Q (108634.240000 sec): 3 clusters
  Score: Raw -931195.647299 + Penalty 2921.609927 = -928274.037373
  nChanged 90
		SP:Iteration 44Q (108634.530000 sec): 3 clusters
  Score: Raw -931225.147504 + Penalty 2921.609927 = -928303.537577
  nChanged 91
		SP:Iteration 45Q (108634.730000 sec): 3 clusters
  Score: Raw -931254.944938 + Penalty 2921.609927 = -928333.335011
  nChanged 88
		SP:Iteration 46Q (108634.920000 sec): 3 clusters
  Score: Raw -931285.620758 + Penalty 2921.609927 = -928364.010832
  nChanged 87
		SP:Iteration 47Q (108635.150000 sec): 3 clusters
  Score: Raw -931314.247511 + Penalty 2921.609927 = -928392.637584
  nChanged 72
		SP:Iteration 48Q (108635.410000 sec): 3 clusters
  Score: Raw -931340.460444 + Penalty 2921.609927 = -928418.850517
  nChanged 75
		SP:Iteration 49Q (108635.700000 sec): 3 clusters
  Score: Raw -931367.603481 + Penalty 2921.609927 = -928445.993555
  nChanged 74
		SP:Iteration 50Q (108635.920000 sec): 3 clusters
  Score: Raw -931395.994198 + Penalty 2921.609927 = -928474.384271
  nChanged 69
		SP:Iteration 51Q (108636.150000 sec): 3 clusters
  Score: Raw -931419.439462 + Penalty 2921.609927 = -928497.829536
  nChanged 58
		SP:Iteration 52Q (108636.330000 sec): 3 clusters
  Score: Raw -931441.591250 + Penalty 2921.609927 = -928519.981324
  nChanged 58
		SP:Iteration 53Q (108636.520000 sec): 3 clusters
  Score: Raw -931462.270488 + Penalty 2921.609927 = -928540.660561
  nChanged 47
		SP:Iteration 54Q (108636.690000 sec): 3 clusters
  Score: Raw -931479.276965 + Penalty 2921.609927 = -928557.667038
  nChanged 44
		SP:Iteration 55Q (108636.950000 sec): 3 clusters
  Score: Raw -931496.054659 + Penalty 2921.609927 = -928574.444732
  nChanged 39
		SP:Iteration 56Q (108637.150000 sec): 3 clusters
  Score: Raw -931508.715700 + Penalty 2921.609927 = -928587.105773
  nChanged 37
		SP:Iteration 57Q (108637.330000 sec): 3 clusters
  Score: Raw -931522.165630 + Penalty 2921.609927 = -928600.555703
  nChanged 30
		SP:Iteration 58Q (108637.570000 sec): 3 clusters
  Score: Raw -931531.502246 + Penalty 2921.609927 = -928609.892319
  nChanged 32
		SP:Iteration 59Q (108637.770000 sec): 3 clusters
  Score: Raw -931544.916317 + Penalty 2921.609927 = -928623.306390
  nChanged 23
		SP:Iteration 60F (108638.020000 sec): 3 clusters
  Score: Raw -931555.144351 + Penalty 2921.609927 = -928633.534424
  nChanged 27
		SP:Iteration 61Q (108638.270000 sec): 3 clusters
  Score: Raw -931566.228425 + Penalty 2921.609927 = -928644.618498
  nChanged 28
		SP:Iteration 62Q (108638.520000 sec): 3 clusters
  Score: Raw -931577.370000 + Penalty 2921.609927 = -928655.760073
  nChanged 29
		SP:Iteration 63Q (108638.730000 sec): 3 clusters
  Score: Raw -931587.426020 + Penalty 2921.609927 = -928665.816094
  nChanged 16
		SP:Iteration 64Q (108639.020000 sec): 3 clusters
  Score: Raw -931592.989545 + Penalty 2921.609927 = -928671.379618
  nChanged 14
		SP:Iteration 65Q (108639.260000 sec): 3 clusters
  Score: Raw -931598.384328 + Penalty 2921.609927 = -928676.774401
  nChanged 10
		SP:Iteration 66Q (108639.470000 sec): 3 clusters
  Score: Raw -931601.492756 + Penalty 2921.609927 = -928679.882829
  nChanged 6
		SP:Iteration 67Q (108639.750000 sec): 3 clusters
  Score: Raw -931603.630139 + Penalty 2921.609927 = -928682.020212
  nChanged 6
		SP:Iteration 68Q (108639.920000 sec): 3 clusters
  Score: Raw -931605.994105 + Penalty 2921.609927 = -928684.384178
  nChanged 7
		SP:Iteration 69Q (108640.150000 sec): 3 clusters
  Score: Raw -931608.564364 + Penalty 2921.609927 = -928686.954437
  nChanged 6
		SP:Iteration 70Q (108640.340000 sec): 3 clusters
  Score: Raw -931610.648682 + Penalty 2921.609927 = -928689.038756
  nChanged 6
		SP:Iteration 71Q (108640.570000 sec): 3 clusters
  Score: Raw -931612.739848 + Penalty 2921.609927 = -928691.129922
  nChanged 6
		SP:Iteration 72Q (108640.880000 sec): 3 clusters
  Score: Raw -931614.973608 + Penalty 2921.609927 = -928693.363682
  nChanged 6
		SP:Iteration 73Q (108641.090000 sec): 3 clusters
  Score: Raw -931617.995608 + Penalty 2921.609927 = -928696.385681
  nChanged 8
		SP:Iteration 74Q (108641.350000 sec): 3 clusters
  Score: Raw -931620.999283 + Penalty 2921.609927 = -928699.389357
  nChanged 3
		SP:Iteration 75Q (108641.550000 sec): 3 clusters
  Score: Raw -931622.044654 + Penalty 2921.609927 = -928700.434727
  nChanged 1
		SP:Iteration 76Q (108641.790000 sec): 3 clusters
  Score: Raw -931622.191568 + Penalty 2921.609927 = -928700.581641
  nChanged 0
		SP:Iteration 77F (108642.020000 sec): 3 clusters
  Score: Raw -931622.191568 + Penalty 2921.609927 = -928700.581641
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108642.190000 sec): 2 clusters
  Score: Raw -48264.796845 + Penalty 981.541391 = -47283.255455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108642.330000 sec): 3 clusters
  Score: Raw -48283.685721 + Penalty 1963.082781 = -46320.602940
  nChanged 88
		SP:Iteration 1F (108642.470000 sec): 3 clusters
  Score: Raw -48418.486692 + Penalty 1963.082781 = -46455.403911
  nChanged 22
		SP:Iteration 2F (108642.620000 sec): 3 clusters
  Score: Raw -48460.644072 + Penalty 1963.082781 = -46497.561291
  nChanged 12
		SP:Iteration 3Q (108642.830000 sec): 3 clusters
  Score: Raw -48479.898172 + Penalty 1963.082781 = -46516.815391
  nChanged 9
		SP:Iteration 4Q (108642.990000 sec): 3 clusters
  Score: Raw -48504.150186 + Penalty 1963.082781 = -46541.067405
  nChanged 8
		SP:Iteration 5Q (108643.150000 sec): 3 clusters
  Score: Raw -48520.941188 + Penalty 1963.082781 = -46557.858407
  nChanged 8
		SP:Iteration 6Q (108643.370000 sec): 3 clusters
  Score: Raw -48542.122080 + Penalty 1963.082781 = -46579.039299
  nChanged 10
		SP:Iteration 7Q (108643.550000 sec): 3 clusters
  Score: Raw -48566.918313 + Penalty 1963.082781 = -46603.835532
  nChanged 9
		SP:Iteration 8Q (108643.720000 sec): 3 clusters
  Score: Raw -48586.035893 + Penalty 1963.082781 = -46622.953112
  nChanged 6
		SP:Iteration 9Q (108643.870000 sec): 3 clusters
  Score: Raw -48596.672242 + Penalty 1963.082781 = -46633.589461
  nChanged 7
		SP:Iteration 10Q (108644.030000 sec): 3 clusters
  Score: Raw -48614.425234 + Penalty 1963.082781 = -46651.342453
  nChanged 7
		SP:Iteration 11Q (108644.120000 sec): 3 clusters
  Score: Raw -48630.077176 + Penalty 1963.082781 = -46666.994394
  nChanged 6
		SP:Iteration 12Q (108644.270000 sec): 3 clusters
  Score: Raw -48641.361286 + Penalty 1963.082781 = -46678.278504
  nChanged 8
		SP:Iteration 13Q (108644.410000 sec): 3 clusters
  Score: Raw -48670.505544 + Penalty 1963.082781 = -46707.422763
  nChanged 12
		SP:Iteration 14Q (108644.510000 sec): 3 clusters
  Score: Raw -48709.174363 + Penalty 1963.082781 = -46746.091582
  nChanged 9
		SP:Iteration 15Q (108644.650000 sec): 3 clusters
  Score: Raw -48744.391389 + Penalty 1963.082781 = -46781.308608
  nChanged 9
		SP:Iteration 16Q (108644.790000 sec): 3 clusters
  Score: Raw -48761.757831 + Penalty 1963.082781 = -46798.675050
  nChanged 7
		SP:Iteration 17Q (108644.890000 sec): 3 clusters
  Score: Raw -48780.657837 + Penalty 1963.082781 = -46817.575056
  nChanged 5
		SP:Iteration 18Q (108645.030000 sec): 3 clusters
  Score: Raw -48798.994945 + Penalty 1963.082781 = -46835.912164
  nChanged 5
		SP:Iteration 19Q (108645.170000 sec): 3 clusters
  Score: Raw -48817.790317 + Penalty 1963.082781 = -46854.707535
  nChanged 9
		SP:Iteration 20F (108645.270000 sec): 3 clusters
  Score: Raw -48891.772885 + Penalty 1963.082781 = -46928.690104
  nChanged 12
		SP:Iteration 21Q (108645.420000 sec): 3 clusters
  Score: Raw -48941.530835 + Penalty 1963.082781 = -46978.448054
  nChanged 10
		SP:Iteration 22Q (108645.560000 sec): 3 clusters
  Score: Raw -48969.837966 + Penalty 1963.082781 = -47006.755184
  nChanged 8
		SP:Iteration 23Q (108645.660000 sec): 3 clusters
  Score: Raw -48990.425860 + Penalty 1963.082781 = -47027.343079
  nChanged 2
		SP:Iteration 24Q (108645.800000 sec): 3 clusters
  Score: Raw -48998.374429 + Penalty 1963.082781 = -47035.291647
  nChanged 3
		SP:Iteration 25Q (108645.940000 sec): 3 clusters
  Score: Raw -49038.738965 + Penalty 1963.082781 = -47075.656184
  nChanged 2
		SP:Iteration 26Q (108646.080000 sec): 3 clusters
  Score: Raw -49057.942610 + Penalty 1963.082781 = -47094.859829
  nChanged 3
		SP:Iteration 27Q (108646.230000 sec): 3 clusters
  Score: Raw -49150.484088 + Penalty 1963.082781 = -47187.401307
  nChanged 8
		SP:Iteration 28Q (108646.380000 sec): 3 clusters
  Score: Raw -49204.023247 + Penalty 1963.082781 = -47240.940466
  nChanged 10
		SP:Iteration 29Q (108646.470000 sec): 3 clusters
  Score: Raw -49251.299645 + Penalty 1963.082781 = -47288.216864
  nChanged 5
		SP:Iteration 30Q (108646.600000 sec): 3 clusters
  Score: Raw -49272.192945 + Penalty 1963.082781 = -47309.110164
  nChanged 1
		SP:Iteration 31Q (108646.760000 sec): 3 clusters
  Score: Raw -49275.489810 + Penalty 1963.082781 = -47312.407029
  nChanged 1
		SP:Iteration 32Q (108646.900000 sec): 3 clusters
  Score: Raw -49276.376965 + Penalty 1963.082781 = -47313.294184
  nChanged 0
		SP:Iteration 33F (108647.000000 sec): 3 clusters
  Score: Raw -49276.376965 + Penalty 1963.082781 = -47313.294184
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108647.180000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108647.380000 sec): 3 clusters
  Score: Raw -61224.190255 + Penalty 2057.159294 = -59167.030961
  nChanged 144
		SP:Iteration 1F (108647.570000 sec): 3 clusters
  Score: Raw -61491.644125 + Penalty 2057.159294 = -59434.484831
  nChanged 53
		SP:Iteration 2F (108647.660000 sec): 3 clusters
  Score: Raw -61602.833872 + Penalty 2057.159294 = -59545.674578
  nChanged 27
		SP:Iteration 3Q (108647.790000 sec): 3 clusters
  Score: Raw -61651.720626 + Penalty 2057.159294 = -59594.561332
  nChanged 23
		SP:Iteration 4Q (108647.940000 sec): 3 clusters
  Score: Raw -61698.435772 + Penalty 2057.159294 = -59641.276478
  nChanged 18
		SP:Iteration 5Q (108648.080000 sec): 3 clusters
  Score: Raw -61733.938337 + Penalty 2057.159294 = -59676.779042
  nChanged 11
		SP:Iteration 6Q (108648.180000 sec): 3 clusters
  Score: Raw -61748.455775 + Penalty 2057.159294 = -59691.296481
  nChanged 2
		SP:Iteration 7Q (108648.320000 sec): 3 clusters
  Score: Raw -61751.566725 + Penalty 2057.159294 = -59694.407431
  nChanged 1
		SP:Iteration 8Q (108648.460000 sec): 3 clusters
  Score: Raw -61753.738749 + Penalty 2057.159294 = -59696.579455
  nChanged 1
		SP:Iteration 9Q (108648.630000 sec): 3 clusters
  Score: Raw -61757.631416 + Penalty 2057.159294 = -59700.472122
  nChanged 2
		SP:Iteration 10Q (108648.730000 sec): 3 clusters
  Score: Raw -61760.874875 + Penalty 2057.159294 = -59703.715580
  nChanged 2
		SP:Iteration 11Q (108648.900000 sec): 3 clusters
  Score: Raw -61772.483813 + Penalty 2057.159294 = -59715.324519
  nChanged 3
		SP:Iteration 12Q (108649.040000 sec): 3 clusters
  Score: Raw -61783.800508 + Penalty 2057.159294 = -59726.641214
  nChanged 2
		SP:Iteration 13Q (108649.180000 sec): 3 clusters
  Score: Raw -61789.927664 + Penalty 2057.159294 = -59732.768370
  nChanged 4
		SP:Iteration 14Q (108649.280000 sec): 3 clusters
  Score: Raw -61794.408099 + Penalty 2057.159294 = -59737.248805
  nChanged 3
		SP:Iteration 15Q (108649.420000 sec): 3 clusters
  Score: Raw -61796.746559 + Penalty 2057.159294 = -59739.587265
  nChanged 1
		SP:Iteration 16Q (108649.570000 sec): 3 clusters
  Score: Raw -61797.968148 + Penalty 2057.159294 = -59740.808854
  nChanged 0
		SP:Iteration 17F (108649.660000 sec): 3 clusters
  Score: Raw -61797.968148 + Penalty 2057.159294 = -59740.808854
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108649.760000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108649.890000 sec): 3 clusters
  Score: Raw -19059.852352 + Penalty 1713.724857 = -17346.127495
  nChanged 42
		SP:Iteration 1F (108650.030000 sec): 3 clusters
  Score: Raw -19175.636298 + Penalty 1713.724857 = -17461.911441
  nChanged 6
		SP:Iteration 2Q (108650.130000 sec): 3 clusters
  Score: Raw -19195.688990 + Penalty 1713.724857 = -17481.964133
  nChanged 0
		SP:Iteration 3F (108650.270000 sec): 3 clusters
  Score: Raw -19195.688990 + Penalty 1713.724857 = -17481.964133
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108650.390000 sec): 2 clusters
  Score: Raw -21066.594233 + Penalty 901.091335 = -20165.502898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108650.550000 sec): 3 clusters
  Score: Raw -21250.166455 + Penalty 1802.182669 = -19447.983786
  nChanged 59
		SP:Iteration 1F (108650.690000 sec): 3 clusters
  Score: Raw -21453.438365 + Penalty 1802.182669 = -19651.255695
  nChanged 18
		SP:Iteration 2F (108650.840000 sec): 3 clusters
  Score: Raw -21542.957076 + Penalty 1802.182669 = -19740.774406
  nChanged 6
		SP:Iteration 3Q (108650.960000 sec): 3 clusters
  Score: Raw -21581.099826 + Penalty 1802.182669 = -19778.917156
  nChanged 5
		SP:Iteration 4Q (108651.060000 sec): 3 clusters
  Score: Raw -21598.590071 + Penalty 1802.182669 = -19796.407401
  nChanged 0
		SP:Iteration 5F (108651.200000 sec): 3 clusters
  Score: Raw -21598.590071 + Penalty 1802.182669 = -19796.407401
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108651.300000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108651.450000 sec): 3 clusters
  Score: Raw -25469.482653 + Penalty 1775.745337 = -23693.737317
  nChanged 29
		SP:Iteration 1F (108651.590000 sec): 3 clusters
  Score: Raw -25552.169481 + Penalty 1775.745337 = -23776.424145
  nChanged 13
		SP:Iteration 2F (108651.740000 sec): 3 clusters
  Score: Raw -25597.971343 + Penalty 1775.745337 = -23822.226007
  nChanged 7
		SP:Iteration 3Q (108651.870000 sec): 3 clusters
  Score: Raw -25627.323526 + Penalty 1775.745337 = -23851.578190
  nChanged 5
		SP:Iteration 4Q (108652.050000 sec): 3 clusters
  Score: Raw -25648.442285 + Penalty 1775.745337 = -23872.696948
  nChanged 3
		SP:Iteration 5Q (108652.340000 sec): 3 clusters
  Score: Raw -25653.440198 + Penalty 1775.745337 = -23877.694861
  nChanged 0
		SP:Iteration 6F (108652.510000 sec): 3 clusters
  Score: Raw -25653.440198 + Penalty 1775.745337 = -23877.694861
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108652.680000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108652.870000 sec): 3 clusters
  Score: Raw -67788.482107 + Penalty 2077.373062 = -65711.109045
  nChanged 159
		SP:Iteration 1F (108653.000000 sec): 3 clusters
  Score: Raw -67994.994367 + Penalty 2077.373062 = -65917.621305
  nChanged 62
		SP:Iteration 2F (108653.140000 sec): 3 clusters
  Score: Raw -68127.325424 + Penalty 2077.373062 = -66049.952363
  nChanged 36
		SP:Iteration 3F (108653.290000 sec): 3 clusters
  Score: Raw -68187.588463 + Penalty 2077.373062 = -66110.215402
  nChanged 21
		SP:Iteration 4Q (108653.450000 sec): 3 clusters
  Score: Raw -68232.245180 + Penalty 2077.373062 = -66154.872118
  nChanged 15
		SP:Iteration 5Q (108653.620000 sec): 3 clusters
  Score: Raw -68255.609470 + Penalty 2077.373062 = -66178.236409
  nChanged 17
		SP:Iteration 6Q (108653.790000 sec): 3 clusters
  Score: Raw -68285.883784 + Penalty 2077.373062 = -66208.510722
  nChanged 18
		SP:Iteration 7Q (108653.970000 sec): 3 clusters
  Score: Raw -68310.622303 + Penalty 2077.373062 = -66233.249241
  nChanged 7
		SP:Iteration 8Q (108654.160000 sec): 3 clusters
  Score: Raw -68318.196035 + Penalty 2077.373062 = -66240.822973
  nChanged 0
		SP:Iteration 9F (108654.340000 sec): 3 clusters
  Score: Raw -68318.196035 + Penalty 2077.373062 = -66240.822973
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108654.450000 sec): 2 clusters
  Score: Raw -185507.765799 + Penalty 1197.764777 = -184310.001022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108654.640000 sec): 3 clusters
  Score: Raw -184864.832510 + Penalty 2395.529554 = -182469.302955
  nChanged 540
		SP:Iteration 1F (108654.820000 sec): 3 clusters
  Score: Raw -185245.732857 + Penalty 2395.529554 = -182850.203303
  nChanged 126
		SP:Iteration 2F (108654.960000 sec): 3 clusters
  Score: Raw -185344.076654 + Penalty 2395.529554 = -182948.547100
  nChanged 74
		SP:Iteration 3Q (108655.190000 sec): 3 clusters
  Score: Raw -185410.050855 + Penalty 2395.529554 = -183014.521301
  nChanged 45
		SP:Iteration 4Q (108655.360000 sec): 3 clusters
  Score: Raw -185441.094232 + Penalty 2395.529554 = -183045.564677
  nChanged 26
		SP:Iteration 5Q (108655.500000 sec): 3 clusters
  Score: Raw -185458.407619 + Penalty 2395.529554 = -183062.878065
  nChanged 27
		SP:Iteration 6Q (108655.700000 sec): 3 clusters
  Score: Raw -185475.551541 + Penalty 2395.529554 = -183080.021987
  nChanged 25
		SP:Iteration 7Q (108655.870000 sec): 3 clusters
  Score: Raw -185496.469895 + Penalty 2395.529554 = -183100.940341
  nChanged 27
		SP:Iteration 8Q (108656.030000 sec): 3 clusters
  Score: Raw -185516.316262 + Penalty 2395.529554 = -183120.786708
  nChanged 27
		SP:Iteration 9Q (108656.280000 sec): 3 clusters
  Score: Raw -185532.693471 + Penalty 2395.529554 = -183137.163917
  nChanged 23
		SP:Iteration 10Q (108656.490000 sec): 3 clusters
  Score: Raw -185545.918523 + Penalty 2395.529554 = -183150.388969
  nChanged 18
		SP:Iteration 11Q (108656.650000 sec): 3 clusters
  Score: Raw -185555.053637 + Penalty 2395.529554 = -183159.524083
  nChanged 15
		SP:Iteration 12Q (108656.830000 sec): 3 clusters
  Score: Raw -185563.591054 + Penalty 2395.529554 = -183168.061500
  nChanged 13
		SP:Iteration 13Q (108657.000000 sec): 3 clusters
  Score: Raw -185570.176948 + Penalty 2395.529554 = -183174.647394
  nChanged 13
		SP:Iteration 14Q (108657.190000 sec): 3 clusters
  Score: Raw -185575.088945 + Penalty 2395.529554 = -183179.559391
  nChanged 6
		SP:Iteration 15Q (108657.370000 sec): 3 clusters
  Score: Raw -185579.345132 + Penalty 2395.529554 = -183183.815578
  nChanged 8
		SP:Iteration 16Q (108657.490000 sec): 3 clusters
  Score: Raw -185588.179931 + Penalty 2395.529554 = -183192.650377
  nChanged 13
		SP:Iteration 17Q (108657.670000 sec): 3 clusters
  Score: Raw -185600.338322 + Penalty 2395.529554 = -183204.808767
  nChanged 15
		SP:Iteration 18Q (108657.850000 sec): 3 clusters
  Score: Raw -185611.826992 + Penalty 2395.529554 = -183216.297438
  nChanged 13
		SP:Iteration 19Q (108658.040000 sec): 3 clusters
  Score: Raw -185621.233231 + Penalty 2395.529554 = -183225.703677
  nChanged 10
		SP:Iteration 20F (108658.230000 sec): 3 clusters
  Score: Raw -185627.275456 + Penalty 2395.529554 = -183231.745902
  nChanged 9
		SP:Iteration 21Q (108658.470000 sec): 3 clusters
  Score: Raw -185631.720925 + Penalty 2395.529554 = -183236.191371
  nChanged 10
		SP:Iteration 22Q (108658.600000 sec): 3 clusters
  Score: Raw -185645.554172 + Penalty 2395.529554 = -183250.024618
  nChanged 17
		SP:Iteration 23Q (108658.770000 sec): 3 clusters
  Score: Raw -185663.649573 + Penalty 2395.529554 = -183268.120019
  nChanged 15
		SP:Iteration 24Q (108658.940000 sec): 3 clusters
  Score: Raw -185673.929048 + Penalty 2395.529554 = -183278.399494
  nChanged 9
		SP:Iteration 25Q (108659.100000 sec): 3 clusters
  Score: Raw -185679.096396 + Penalty 2395.529554 = -183283.566842
  nChanged 4
		SP:Iteration 26Q (108659.240000 sec): 3 clusters
  Score: Raw -185681.607505 + Penalty 2395.529554 = -183286.077950
  nChanged 4
		SP:Iteration 27Q (108659.380000 sec): 3 clusters
  Score: Raw -185683.281887 + Penalty 2395.529554 = -183287.752332
  nChanged 1
		SP:Iteration 28Q (108659.530000 sec): 3 clusters
  Score: Raw -185683.346909 + Penalty 2395.529554 = -183287.817355
  nChanged 0
		SP:Iteration 29F (108659.670000 sec): 3 clusters
  Score: Raw -185683.346909 + Penalty 2395.529554 = -183287.817355
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108659.850000 sec): 2 clusters
  Score: Raw -2183425.699625 + Penalty 1589.739677 = -2181835.959948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108660.200000 sec): 3 clusters
  Score: Raw -2172853.993230 + Penalty 3179.479355 = -2169674.513875
  nChanged 7949
		SP:Iteration 1F (108660.460000 sec): 3 clusters
  Score: Raw -2177163.805998 + Penalty 3179.479355 = -2173984.326644
  nChanged 988
		SP:Iteration 2F (108660.680000 sec): 3 clusters
  Score: Raw -2177530.737051 + Penalty 3179.479355 = -2174351.257696
  nChanged 822
		SP:Iteration 3Q (108660.940000 sec): 3 clusters
  Score: Raw -2177839.577029 + Penalty 3179.479355 = -2174660.097674
  nChanged 748
		SP:Iteration 4Q (108661.200000 sec): 3 clusters
  Score: Raw -2178089.603684 + Penalty 3179.479355 = -2174910.124329
  nChanged 676
		SP:Iteration 5Q (108661.460000 sec): 3 clusters
  Score: Raw -2178320.247988 + Penalty 3179.479355 = -2175140.768634
  nChanged 649
		SP:Iteration 6Q (108661.710000 sec): 3 clusters
  Score: Raw -2178551.768571 + Penalty 3179.479355 = -2175372.289217
  nChanged 629
		SP:Iteration 7Q (108661.970000 sec): 3 clusters
  Score: Raw -2178789.923990 + Penalty 3179.479355 = -2175610.444635
  nChanged 644
		SP:Iteration 8Q (108662.230000 sec): 3 clusters
  Score: Raw -2179065.407406 + Penalty 3179.479355 = -2175885.928052
  nChanged 676
		SP:Iteration 9Q (108662.480000 sec): 3 clusters
  Score: Raw -2179372.651728 + Penalty 3179.479355 = -2176193.172374
  nChanged 702
		SP:Iteration 10Q (108662.740000 sec): 3 clusters
  Score: Raw -2179716.521559 + Penalty 3179.479355 = -2176537.042205
  nChanged 729
		SP:Iteration 11Q (108663.000000 sec): 3 clusters
  Score: Raw -2180096.527960 + Penalty 3179.479355 = -2176917.048605
  nChanged 760
		SP:Iteration 12Q (108663.260000 sec): 3 clusters
  Score: Raw -2180508.230387 + Penalty 3179.479355 = -2177328.751032
  nChanged 796
		SP:Iteration 13Q (108663.520000 sec): 3 clusters
  Score: Raw -2180980.363203 + Penalty 3179.479355 = -2177800.883848
  nChanged 804
		SP:Iteration 14Q (108663.780000 sec): 3 clusters
  Score: Raw -2181490.545778 + Penalty 3179.479355 = -2178311.066424
  nChanged 793
		SP:Iteration 15Q (108664.040000 sec): 3 clusters
  Score: Raw -2182037.805456 + Penalty 3179.479355 = -2178858.326101
  nChanged 673
		SP:Iteration 16Q (108664.330000 sec): 3 clusters
  Score: Raw -2182503.257912 + Penalty 3179.479355 = -2179323.778557
  nChanged 534
		SP:Iteration 17Q (108664.580000 sec): 3 clusters
  Score: Raw -2182856.249045 + Penalty 3179.479355 = -2179676.769690
  nChanged 381
		SP:Iteration 18Q (108664.840000 sec): 3 clusters
  Score: Raw -2183121.485454 + Penalty 3179.479355 = -2179942.006100
  nChanged 283
		SP:Iteration 19Q (108665.100000 sec): 3 clusters
  Score: Raw -2183306.181549 + Penalty 3179.479355 = -2180126.702195
  nChanged 159
		SP:Iteration 20F (108665.360000 sec): 3 clusters
  Score: Raw -2183400.386231 + Penalty 3179.479355 = -2180220.906877
  nChanged 109
		SP:Iteration 21Q (108665.620000 sec): 3 clusters
  Score: Raw -2183473.710278 + Penalty 3179.479355 = -2180294.230924
  nChanged 91
		SP:Iteration 22Q (108665.880000 sec): 3 clusters
  Score: Raw -2183536.950777 + Penalty 3179.479355 = -2180357.471423
  nChanged 68
		SP:Iteration 23Q (108666.130000 sec): 3 clusters
  Score: Raw -2183594.462189 + Penalty 3179.479355 = -2180414.982834
  nChanged 59
		SP:Iteration 24Q (108666.420000 sec): 3 clusters
  Score: Raw -2183637.879681 + Penalty 3179.479355 = -2180458.400326
  nChanged 32
		SP:Iteration 25Q (108666.600000 sec): 3 clusters
  Score: Raw -2183668.638698 + Penalty 3179.479355 = -2180489.159343
  nChanged 26
		SP:Iteration 26Q (108666.820000 sec): 3 clusters
  Score: Raw -2183691.818122 + Penalty 3179.479355 = -2180512.338768
  nChanged 20
		SP:Iteration 27Q (108667.040000 sec): 3 clusters
  Score: Raw -2183709.522700 + Penalty 3179.479355 = -2180530.043345
  nChanged 20
		SP:Iteration 28Q (108667.260000 sec): 3 clusters
  Score: Raw -2183724.544794 + Penalty 3179.479355 = -2180545.065439
  nChanged 9
		SP:Iteration 29Q (108667.520000 sec): 3 clusters
  Score: Raw -2183734.606904 + Penalty 3179.479355 = -2180555.127550
  nChanged 7
		SP:Iteration 30Q (108667.780000 sec): 3 clusters
  Score: Raw -2183739.420261 + Penalty 3179.479355 = -2180559.940907
  nChanged 5
		SP:Iteration 31Q (108668.040000 sec): 3 clusters
  Score: Raw -2183743.162930 + Penalty 3179.479355 = -2180563.683576
  nChanged 6
		SP:Iteration 32Q (108668.340000 sec): 3 clusters
  Score: Raw -2183747.503231 + Penalty 3179.479355 = -2180568.023876
  nChanged 6
		SP:Iteration 33Q (108668.560000 sec): 3 clusters
  Score: Raw -2183752.664849 + Penalty 3179.479355 = -2180573.185494
  nChanged 5
		SP:Iteration 34Q (108668.780000 sec): 3 clusters
  Score: Raw -2183755.616621 + Penalty 3179.479355 = -2180576.137266
  nChanged 1
		SP:Iteration 35Q (108669.080000 sec): 3 clusters
  Score: Raw -2183756.177814 + Penalty 3179.479355 = -2180576.698459
  nChanged 0
		SP:Iteration 36F (108669.350000 sec): 3 clusters
  Score: Raw -2183756.177814 + Penalty 3179.479355 = -2180576.698459
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108669.490000 sec): 2 clusters
  Score: Raw -671125.501190 + Penalty 1392.744268 = -669732.756922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108669.660000 sec): 3 clusters
  Score: Raw -668324.301442 + Penalty 2785.488536 = -665538.812905
  nChanged 2161
		SP:Iteration 1F (108669.890000 sec): 3 clusters
  Score: Raw -669507.523866 + Penalty 2785.488536 = -666722.035329
  nChanged 354
		SP:Iteration 2F (108670.080000 sec): 3 clusters
  Score: Raw -669673.760319 + Penalty 2785.488536 = -666888.271783
  nChanged 254
		SP:Iteration 3Q (108670.210000 sec): 3 clusters
  Score: Raw -669789.149195 + Penalty 2785.488536 = -667003.660658
  nChanged 208
		SP:Iteration 4Q (108670.320000 sec): 3 clusters
  Score: Raw -669883.030843 + Penalty 2785.488536 = -667097.542306
  nChanged 199
		SP:Iteration 5Q (108670.510000 sec): 3 clusters
  Score: Raw -669970.050726 + Penalty 2785.488536 = -667184.562190
  nChanged 170
		SP:Iteration 6Q (108670.710000 sec): 3 clusters
  Score: Raw -670046.926029 + Penalty 2785.488536 = -667261.437492
  nChanged 167
		SP:Iteration 7Q (108670.940000 sec): 3 clusters
  Score: Raw -670126.005946 + Penalty 2785.488536 = -667340.517409
  nChanged 168
		SP:Iteration 8Q (108671.170000 sec): 3 clusters
  Score: Raw -670211.771011 + Penalty 2785.488536 = -667426.282475
  nChanged 175
		SP:Iteration 9Q (108671.280000 sec): 3 clusters
  Score: Raw -670306.533262 + Penalty 2785.488536 = -667521.044726
  nChanged 165
		SP:Iteration 10Q (108671.450000 sec): 3 clusters
  Score: Raw -670409.132054 + Penalty 2785.488536 = -667623.643517
  nChanged 197
		SP:Iteration 11Q (108671.660000 sec): 3 clusters
  Score: Raw -670543.306091 + Penalty 2785.488536 = -667757.817554
  nChanged 175
		SP:Iteration 12Q (108671.860000 sec): 3 clusters
  Score: Raw -670659.856633 + Penalty 2785.488536 = -667874.368097
  nChanged 161
		SP:Iteration 13Q (108672.020000 sec): 3 clusters
  Score: Raw -670773.815837 + Penalty 2785.488536 = -667988.327300
  nChanged 138
		SP:Iteration 14Q (108672.190000 sec): 3 clusters
  Score: Raw -670868.454576 + Penalty 2785.488536 = -668082.966039
  nChanged 125
		SP:Iteration 15Q (108672.340000 sec): 3 clusters
  Score: Raw -670953.106375 + Penalty 2785.488536 = -668167.617838
  nChanged 110
		SP:Iteration 16Q (108672.580000 sec): 3 clusters
  Score: Raw -671039.790018 + Penalty 2785.488536 = -668254.301482
  nChanged 88
		SP:Iteration 17Q (108672.800000 sec): 3 clusters
  Score: Raw -671114.831774 + Penalty 2785.488536 = -668329.343237
  nChanged 73
		SP:Iteration 18Q (108673.000000 sec): 3 clusters
  Score: Raw -671163.487675 + Penalty 2785.488536 = -668377.999138
  nChanged 61
		SP:Iteration 19Q (108673.160000 sec): 3 clusters
  Score: Raw -671201.443338 + Penalty 2785.488536 = -668415.954801
  nChanged 36
		SP:Iteration 20F (108673.280000 sec): 3 clusters
  Score: Raw -671226.686215 + Penalty 2785.488536 = -668441.197678
  nChanged 32
		SP:Iteration 21Q (108673.460000 sec): 3 clusters
  Score: Raw -671249.712726 + Penalty 2785.488536 = -668464.224189
  nChanged 21
		SP:Iteration 22Q (108673.690000 sec): 3 clusters
  Score: Raw -671262.401094 + Penalty 2785.488536 = -668476.912558
  nChanged 19
		SP:Iteration 23Q (108673.890000 sec): 3 clusters
  Score: Raw -671274.696231 + Penalty 2785.488536 = -668489.207694
  nChanged 16
		SP:Iteration 24Q (108674.040000 sec): 3 clusters
  Score: Raw -671283.537937 + Penalty 2785.488536 = -668498.049401
  nChanged 6
		SP:Iteration 25Q (108674.250000 sec): 3 clusters
  Score: Raw -671287.497755 + Penalty 2785.488536 = -668502.009219
  nChanged 8
		SP:Iteration 26Q (108674.450000 sec): 3 clusters
  Score: Raw -671291.755505 + Penalty 2785.488536 = -668506.266968
  nChanged 4
		SP:Iteration 27Q (108674.640000 sec): 3 clusters
  Score: Raw -671293.457396 + Penalty 2785.488536 = -668507.968859
  nChanged 5
		SP:Iteration 28Q (108674.840000 sec): 3 clusters
  Score: Raw -671295.246007 + Penalty 2785.488536 = -668509.757470
  nChanged 4
		SP:Iteration 29Q (108675.020000 sec): 3 clusters
  Score: Raw -671296.847710 + Penalty 2785.488536 = -668511.359174
  nChanged 2
		SP:Iteration 30Q (108675.210000 sec): 3 clusters
  Score: Raw -671297.430572 + Penalty 2785.488536 = -668511.942036
  nChanged 0
		SP:Iteration 31F (108675.400000 sec): 3 clusters
  Score: Raw -671297.430572 + Penalty 2785.488536 = -668511.942036
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108675.460000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108675.640000 sec): 3 clusters
  Score: Raw -44599.248773 + Penalty 1956.042795 = -42643.205978
  nChanged 94
		SP:Iteration 1F (108675.840000 sec): 3 clusters
  Score: Raw -44761.223782 + Penalty 1956.042795 = -42805.180987
  nChanged 18
		SP:Iteration 2Q (108676.020000 sec): 3 clusters
  Score: Raw -44809.807397 + Penalty 1956.042795 = -42853.764603
  nChanged 15
		SP:Iteration 3Q (108676.260000 sec): 3 clusters
  Score: Raw -44858.832614 + Penalty 1956.042795 = -42902.789819
  nChanged 8
		SP:Iteration 4Q (108676.430000 sec): 3 clusters
  Score: Raw -44874.594866 + Penalty 1956.042795 = -42918.552071
  nChanged 6
		SP:Iteration 5Q (108676.620000 sec): 3 clusters
  Score: Raw -44884.594089 + Penalty 1956.042795 = -42928.551295
  nChanged 4
		SP:Iteration 6Q (108676.840000 sec): 3 clusters
  Score: Raw -44892.375227 + Penalty 1956.042795 = -42936.332432
  nChanged 4
		SP:Iteration 7Q (108676.980000 sec): 3 clusters
  Score: Raw -44897.918152 + Penalty 1956.042795 = -42941.875358
  nChanged 1
		SP:Iteration 8Q (108677.180000 sec): 3 clusters
  Score: Raw -44898.661348 + Penalty 1956.042795 = -42942.618553
  nChanged 0
		SP:Iteration 9F (108677.370000 sec): 3 clusters
  Score: Raw -44898.661348 + Penalty 1956.042795 = -42942.618553
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108677.480000 sec): 2 clusters
  Score: Raw -298602.922153 + Penalty 1291.267842 = -297311.654311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108677.680000 sec): 3 clusters
  Score: Raw -297336.509147 + Penalty 2582.535684 = -294753.973463
  nChanged 1033
		SP:Iteration 1F (108677.860000 sec): 3 clusters
  Score: Raw -297993.052832 + Penalty 2582.535684 = -295410.517147
  nChanged 234
		SP:Iteration 2F (108678.010000 sec): 3 clusters
  Score: Raw -298199.059183 + Penalty 2582.535684 = -295616.523499
  nChanged 184
		SP:Iteration 3F (108678.200000 sec): 3 clusters
  Score: Raw -298338.011054 + Penalty 2582.535684 = -295755.475370
  nChanged 120
		SP:Iteration 4Q (108678.340000 sec): 3 clusters
  Score: Raw -298423.496342 + Penalty 2582.535684 = -295840.960658
  nChanged 90
		SP:Iteration 5Q (108678.470000 sec): 3 clusters
  Score: Raw -298490.874928 + Penalty 2582.535684 = -295908.339244
  nChanged 89
		SP:Iteration 6Q (108678.630000 sec): 3 clusters
  Score: Raw -298544.418261 + Penalty 2582.535684 = -295961.882576
  nChanged 67
		SP:Iteration 7Q (108678.890000 sec): 3 clusters
  Score: Raw -298579.120502 + Penalty 2582.535684 = -295996.584818
  nChanged 56
		SP:Iteration 8Q (108679.070000 sec): 3 clusters
  Score: Raw -298617.707862 + Penalty 2582.535684 = -296035.172178
  nChanged 58
		SP:Iteration 9Q (108679.260000 sec): 3 clusters
  Score: Raw -298660.824005 + Penalty 2582.535684 = -296078.288321
  nChanged 65
		SP:Iteration 10Q (108679.450000 sec): 3 clusters
  Score: Raw -298695.871325 + Penalty 2582.535684 = -296113.335641
  nChanged 46
		SP:Iteration 11Q (108679.630000 sec): 3 clusters
  Score: Raw -298722.319580 + Penalty 2582.535684 = -296139.783896
  nChanged 34
		SP:Iteration 12Q (108679.780000 sec): 3 clusters
  Score: Raw -298740.438543 + Penalty 2582.535684 = -296157.902859
  nChanged 42
		SP:Iteration 13Q (108679.910000 sec): 3 clusters
  Score: Raw -298761.754455 + Penalty 2582.535684 = -296179.218771
  nChanged 31
		SP:Iteration 14Q (108680.060000 sec): 3 clusters
  Score: Raw -298775.757326 + Penalty 2582.535684 = -296193.221642
  nChanged 24
		SP:Iteration 15Q (108680.200000 sec): 3 clusters
  Score: Raw -298787.205818 + Penalty 2582.535684 = -296204.670134
  nChanged 24
		SP:Iteration 16Q (108680.340000 sec): 3 clusters
  Score: Raw -298797.214589 + Penalty 2582.535684 = -296214.678905
  nChanged 22
		SP:Iteration 17Q (108680.440000 sec): 3 clusters
  Score: Raw -298806.212715 + Penalty 2582.535684 = -296223.677031
  nChanged 23
		SP:Iteration 18Q (108680.590000 sec): 3 clusters
  Score: Raw -298814.236886 + Penalty 2582.535684 = -296231.701202
  nChanged 14
		SP:Iteration 19Q (108680.730000 sec): 3 clusters
  Score: Raw -298819.266422 + Penalty 2582.535684 = -296236.730738
  nChanged 16
		SP:Iteration 20F (108680.830000 sec): 3 clusters
  Score: Raw -298825.326764 + Penalty 2582.535684 = -296242.791080
  nChanged 10
		SP:Iteration 21Q (108680.970000 sec): 3 clusters
  Score: Raw -298829.633134 + Penalty 2582.535684 = -296247.097449
  nChanged 11
		SP:Iteration 22Q (108681.110000 sec): 3 clusters
  Score: Raw -298833.183173 + Penalty 2582.535684 = -296250.647489
  nChanged 12
		SP:Iteration 23Q (108681.210000 sec): 3 clusters
  Score: Raw -298839.899759 + Penalty 2582.535684 = -296257.364075
  nChanged 14
		SP:Iteration 24Q (108681.350000 sec): 3 clusters
  Score: Raw -298845.792991 + Penalty 2582.535684 = -296263.257307
  nChanged 10
		SP:Iteration 25Q (108681.490000 sec): 3 clusters
  Score: Raw -298849.008297 + Penalty 2582.535684 = -296266.472613
  nChanged 9
		SP:Iteration 26Q (108681.590000 sec): 3 clusters
  Score: Raw -298852.096281 + Penalty 2582.535684 = -296269.560597
  nChanged 8
		SP:Iteration 27Q (108681.730000 sec): 3 clusters
  Score: Raw -298854.192719 + Penalty 2582.535684 = -296271.657034
  nChanged 7
		SP:Iteration 28Q (108681.880000 sec): 3 clusters
  Score: Raw -298856.482061 + Penalty 2582.535684 = -296273.946377
  nChanged 6
		SP:Iteration 29Q (108681.970000 sec): 3 clusters
  Score: Raw -298858.938240 + Penalty 2582.535684 = -296276.402556
  nChanged 8
		SP:Iteration 30Q (108682.110000 sec): 3 clusters
  Score: Raw -298862.838140 + Penalty 2582.535684 = -296280.302456
  nChanged 9
		SP:Iteration 31Q (108682.260000 sec): 3 clusters
  Score: Raw -298867.386350 + Penalty 2582.535684 = -296284.850665
  nChanged 6
		SP:Iteration 32Q (108682.410000 sec): 3 clusters
  Score: Raw -298869.030855 + Penalty 2582.535684 = -296286.495171
  nChanged 2
		SP:Iteration 33Q (108682.550000 sec): 3 clusters
  Score: Raw -298869.437248 + Penalty 2582.535684 = -296286.901564
  nChanged 3
		SP:Iteration 34Q (108682.700000 sec): 3 clusters
  Score: Raw -298870.197088 + Penalty 2582.535684 = -296287.661404
  nChanged 0
		SP:Iteration 35F (108682.850000 sec): 3 clusters
  Score: Raw -298870.197088 + Penalty 2582.535684 = -296287.661404
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108682.950000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108683.070000 sec): 3 clusters
  Score: Raw -14299.182193 + Penalty 1643.279887 = -12655.902306
  nChanged 23
		SP:Iteration 1F (108683.220000 sec): 3 clusters
  Score: Raw -14405.341609 + Penalty 1643.279887 = -12762.061722
  nChanged 6
		SP:Iteration 2Q (108683.370000 sec): 3 clusters
  Score: Raw -14438.512479 + Penalty 1643.279887 = -12795.232592
  nChanged 5
		SP:Iteration 3Q (108683.510000 sec): 3 clusters
  Score: Raw -14460.228319 + Penalty 1643.279887 = -12816.948433
  nChanged 1
		SP:Iteration 4Q (108683.600000 sec): 3 clusters
  Score: Raw -14463.310645 + Penalty 1643.279887 = -12820.030758
  nChanged 0
		SP:Iteration 5F (108683.750000 sec): 3 clusters
  Score: Raw -14463.310645 + Penalty 1643.279887 = -12820.030758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108684.250000 sec): 2 clusters
  Score: Raw -9286478.457817 + Penalty 1827.330599 = -9284651.127219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108684.870000 sec): 3 clusters
  Score: Raw -9237098.481133 + Penalty 3654.661198 = -9233443.819935
  nChanged 36309
		SP:Iteration 1F (108685.450000 sec): 3 clusters
  Score: Raw -9258077.310608 + Penalty 3654.661198 = -9254422.649411
  nChanged 2660
		SP:Iteration 2Q (108686.060000 sec): 3 clusters
  Score: Raw -9258830.070514 + Penalty 3654.661198 = -9255175.409316
  nChanged 2857
		SP:Iteration 3Q (108686.600000 sec): 3 clusters
  Score: Raw -9259806.114582 + Penalty 3654.661198 = -9256151.453385
  nChanged 3276
		SP:Iteration 4Q (108687.180000 sec): 3 clusters
  Score: Raw -9261074.129680 + Penalty 3654.661198 = -9257419.468482
  nChanged 3681
		SP:Iteration 5Q (108687.750000 sec): 3 clusters
  Score: Raw -9262738.512263 + Penalty 3654.661198 = -9259083.851066
  nChanged 4089
		SP:Iteration 6F (108688.340000 sec): 3 clusters
  Score: Raw -9264970.848969 + Penalty 3654.661198 = -9261316.187772
  nChanged 4632
		SP:Iteration 7F (108688.870000 sec): 3 clusters
  Score: Raw -9267936.560463 + Penalty 3654.661198 = -9264281.899265
  nChanged 4827
		SP:Iteration 8F (108689.400000 sec): 3 clusters
  Score: Raw -9271416.786312 + Penalty 3654.661198 = -9267762.125115
  nChanged 4627
		SP:Iteration 9F (108689.970000 sec): 3 clusters
  Score: Raw -9275056.145954 + Penalty 3654.661198 = -9271401.484757
  nChanged 3988
		SP:Iteration 10F (108690.530000 sec): 3 clusters
  Score: Raw -9278282.721634 + Penalty 3654.661198 = -9274628.060436
  nChanged 3062
		SP:Iteration 11Q (108691.100000 sec): 3 clusters
  Score: Raw -9280637.587199 + Penalty 3654.661198 = -9276982.926002
  nChanged 2363
		SP:Iteration 12Q (108691.700000 sec): 3 clusters
  Score: Raw -9282434.453918 + Penalty 3654.661198 = -9278779.792721
  nChanged 1734
		SP:Iteration 13Q (108692.240000 sec): 3 clusters
  Score: Raw -9283706.605423 + Penalty 3654.661198 = -9280051.944225
  nChanged 1299
		SP:Iteration 14Q (108692.780000 sec): 3 clusters
  Score: Raw -9284668.545491 + Penalty 3654.661198 = -9281013.884293
  nChanged 950
		SP:Iteration 15Q (108693.280000 sec): 3 clusters
  Score: Raw -9285359.538482 + Penalty 3654.661198 = -9281704.877284
  nChanged 641
		SP:Iteration 16Q (108693.800000 sec): 3 clusters
  Score: Raw -9285820.636589 + Penalty 3654.661198 = -9282165.975391
  nChanged 428
		SP:Iteration 17Q (108694.340000 sec): 3 clusters
  Score: Raw -9286105.243872 + Penalty 3654.661198 = -9282450.582674
  nChanged 286
		SP:Iteration 18Q (108694.800000 sec): 3 clusters
  Score: Raw -9286296.436794 + Penalty 3654.661198 = -9282641.775597
  nChanged 187
		SP:Iteration 19Q (108695.320000 sec): 3 clusters
  Score: Raw -9286431.996751 + Penalty 3654.661198 = -9282777.335553
  nChanged 131
		SP:Iteration 20F (108695.870000 sec): 3 clusters
  Score: Raw -9286523.353934 + Penalty 3654.661198 = -9282868.692736
  nChanged 91
		SP:Iteration 21Q (108696.340000 sec): 3 clusters
  Score: Raw -9286585.747131 + Penalty 3654.661198 = -9282931.085934
  nChanged 46
		SP:Iteration 22Q (108696.770000 sec): 3 clusters
  Score: Raw -9286617.125162 + Penalty 3654.661198 = -9282962.463964
  nChanged 28
		SP:Iteration 23Q (108697.230000 sec): 3 clusters
  Score: Raw -9286635.580967 + Penalty 3654.661198 = -9282980.919769
  nChanged 24
		SP:Iteration 24Q (108697.710000 sec): 3 clusters
  Score: Raw -9286650.362857 + Penalty 3654.661198 = -9282995.701660
  nChanged 13
		SP:Iteration 25Q (108698.260000 sec): 3 clusters
  Score: Raw -9286657.558938 + Penalty 3654.661198 = -9283002.897740
  nChanged 14
		SP:Iteration 26Q (108698.680000 sec): 3 clusters
  Score: Raw -9286667.908843 + Penalty 3654.661198 = -9283013.247645
  nChanged 11
		SP:Iteration 27Q (108699.250000 sec): 3 clusters
  Score: Raw -9286676.907162 + Penalty 3654.661198 = -9283022.245965
  nChanged 10
		SP:Iteration 28Q (108699.770000 sec): 3 clusters
  Score: Raw -9286683.136289 + Penalty 3654.661198 = -9283028.475091
  nChanged 6
		SP:Iteration 29Q (108700.460000 sec): 3 clusters
  Score: Raw -9286686.686531 + Penalty 3654.661198 = -9283032.025334
  nChanged 5
		SP:Iteration 30Q (108701.030000 sec): 3 clusters
  Score: Raw -9286689.040281 + Penalty 3654.661198 = -9283034.379083
  nChanged 3
		SP:Iteration 31Q (108701.620000 sec): 3 clusters
  Score: Raw -9286691.120503 + Penalty 3654.661198 = -9283036.459306
  nChanged 3
		SP:Iteration 32Q (108702.190000 sec): 3 clusters
  Score: Raw -9286692.789081 + Penalty 3654.661198 = -9283038.127884
  nChanged 4
		SP:Iteration 33Q (108702.750000 sec): 3 clusters
  Score: Raw -9286696.025673 + Penalty 3654.661198 = -9283041.364475
  nChanged 3
		SP:Iteration 34Q (108703.290000 sec): 3 clusters
  Score: Raw -9286697.981824 + Penalty 3654.661198 = -9283043.320627
  nChanged 2
		SP:Iteration 35Q (108703.860000 sec): 3 clusters
  Score: Raw -9286698.888201 + Penalty 3654.661198 = -9283044.227003
  nChanged 2
		SP:Iteration 36Q (108704.390000 sec): 3 clusters
  Score: Raw -9286700.147676 + Penalty 3654.661198 = -9283045.486478
  nChanged 3
		SP:Iteration 37Q (108704.870000 sec): 3 clusters
  Score: Raw -9286702.383139 + Penalty 3654.661198 = -9283047.721941
  nChanged 2
		SP:Iteration 38Q (108705.360000 sec): 3 clusters
  Score: Raw -9286703.589005 + Penalty 3654.661198 = -9283048.927807
  nChanged 1
		SP:Iteration 39Q (108705.900000 sec): 3 clusters
  Score: Raw -9286703.961814 + Penalty 3654.661198 = -9283049.300617
  nChanged 1
		SP:Iteration 40F (108706.430000 sec): 3 clusters
  Score: Raw -9286704.277234 + Penalty 3654.661198 = -9283049.616037
  nChanged 1
		SP:Iteration 41Q (108706.950000 sec): 3 clusters
  Score: Raw -9286704.679703 + Penalty 3654.661198 = -9283050.018506
  nChanged 2
		SP:Iteration 42Q (108707.420000 sec): 3 clusters
  Score: Raw -9286706.173103 + Penalty 3654.661198 = -9283051.511905
  nChanged 1
		SP:Iteration 43Q (108707.910000 sec): 3 clusters
  Score: Raw -9286706.673908 + Penalty 3654.661198 = -9283052.012710
  nChanged 0
		SP:Iteration 44F (108708.420000 sec): 3 clusters
  Score: Raw -9286706.673908 + Penalty 3654.661198 = -9283052.012710
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108708.560000 sec): 2 clusters
  Score: Raw -451976.672207 + Penalty 1354.585553 = -450622.086654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108708.820000 sec): 3 clusters
  Score: Raw -449853.715657 + Penalty 2709.171106 = -447144.544552
  nChanged 1675
		SP:Iteration 1F (108709.060000 sec): 3 clusters
  Score: Raw -450798.708220 + Penalty 2709.171106 = -448089.537114
  nChanged 352
		SP:Iteration 2F (108709.280000 sec): 3 clusters
  Score: Raw -451021.850230 + Penalty 2709.171106 = -448312.679125
  nChanged 266
		SP:Iteration 3F (108709.440000 sec): 3 clusters
  Score: Raw -451190.312998 + Penalty 2709.171106 = -448481.141893
  nChanged 204
		SP:Iteration 4Q (108709.600000 sec): 3 clusters
  Score: Raw -451341.909140 + Penalty 2709.171106 = -448632.738034
  nChanged 204
		SP:Iteration 5Q (108709.790000 sec): 3 clusters
  Score: Raw -451509.488661 + Penalty 2709.171106 = -448800.317555
  nChanged 194
		SP:Iteration 6Q (108709.950000 sec): 3 clusters
  Score: Raw -451659.007850 + Penalty 2709.171106 = -448949.836745
  nChanged 183
		SP:Iteration 7Q (108710.130000 sec): 3 clusters
  Score: Raw -451784.936459 + Penalty 2709.171106 = -449075.765354
  nChanged 125
		SP:Iteration 8Q (108710.370000 sec): 3 clusters
  Score: Raw -451871.131450 + Penalty 2709.171106 = -449161.960345
  nChanged 111
		SP:Iteration 9Q (108710.570000 sec): 3 clusters
  Score: Raw -451937.770416 + Penalty 2709.171106 = -449228.599310
  nChanged 102
		SP:Iteration 10Q (108710.770000 sec): 3 clusters
  Score: Raw -452008.340272 + Penalty 2709.171106 = -449299.169166
  nChanged 115
		SP:Iteration 11Q (108710.950000 sec): 3 clusters
  Score: Raw -452083.776475 + Penalty 2709.171106 = -449374.605369
  nChanged 99
		SP:Iteration 12Q (108711.140000 sec): 3 clusters
  Score: Raw -452157.531115 + Penalty 2709.171106 = -449448.360010
  nChanged 103
		SP:Iteration 13Q (108711.330000 sec): 3 clusters
  Score: Raw -452228.566327 + Penalty 2709.171106 = -449519.395221
  nChanged 101
		SP:Iteration 14Q (108711.530000 sec): 3 clusters
  Score: Raw -452304.186753 + Penalty 2709.171106 = -449595.015647
  nChanged 92
		SP:Iteration 15Q (108711.710000 sec): 3 clusters
  Score: Raw -452380.022857 + Penalty 2709.171106 = -449670.851752
  nChanged 83
		SP:Iteration 16Q (108711.930000 sec): 3 clusters
  Score: Raw -452448.752075 + Penalty 2709.171106 = -449739.580970
  nChanged 98
		SP:Iteration 17Q (108712.110000 sec): 3 clusters
  Score: Raw -452541.399579 + Penalty 2709.171106 = -449832.228474
  nChanged 102
		SP:Iteration 18Q (108712.280000 sec): 3 clusters
  Score: Raw -452635.631565 + Penalty 2709.171106 = -449926.460460
  nChanged 83
		SP:Iteration 19Q (108712.470000 sec): 3 clusters
  Score: Raw -452706.096627 + Penalty 2709.171106 = -449996.925521
  nChanged 68
		SP:Iteration 20F (108712.700000 sec): 3 clusters
  Score: Raw -452751.764374 + Penalty 2709.171106 = -450042.593269
  nChanged 43
		SP:Iteration 21Q (108712.860000 sec): 3 clusters
  Score: Raw -452770.778686 + Penalty 2709.171106 = -450061.607580
  nChanged 27
		SP:Iteration 22Q (108713.070000 sec): 3 clusters
  Score: Raw -452784.130791 + Penalty 2709.171106 = -450074.959686
  nChanged 14
		SP:Iteration 23Q (108713.290000 sec): 3 clusters
  Score: Raw -452789.303492 + Penalty 2709.171106 = -450080.132387
  nChanged 10
		SP:Iteration 24Q (108713.470000 sec): 3 clusters
  Score: Raw -452792.666642 + Penalty 2709.171106 = -450083.495537
  nChanged 9
		SP:Iteration 25Q (108713.660000 sec): 3 clusters
  Score: Raw -452796.191833 + Penalty 2709.171106 = -450087.020727
  nChanged 8
		SP:Iteration 26Q (108713.880000 sec): 3 clusters
  Score: Raw -452800.430693 + Penalty 2709.171106 = -450091.259587
  nChanged 8
		SP:Iteration 27Q (108714.030000 sec): 3 clusters
  Score: Raw -452805.758004 + Penalty 2709.171106 = -450096.586899
  nChanged 6
		SP:Iteration 28Q (108714.190000 sec): 3 clusters
  Score: Raw -452808.678878 + Penalty 2709.171106 = -450099.507773
  nChanged 11
		SP:Iteration 29Q (108714.330000 sec): 3 clusters
  Score: Raw -452812.509612 + Penalty 2709.171106 = -450103.338507
  nChanged 6
		SP:Iteration 30Q (108714.530000 sec): 3 clusters
  Score: Raw -452814.347391 + Penalty 2709.171106 = -450105.176285
  nChanged 7
		SP:Iteration 31Q (108714.650000 sec): 3 clusters
  Score: Raw -452818.235080 + Penalty 2709.171106 = -450109.063974
  nChanged 8
		SP:Iteration 32Q (108714.790000 sec): 3 clusters
  Score: Raw -452822.214246 + Penalty 2709.171106 = -450113.043141
  nChanged 11
		SP:Iteration 33Q (108714.980000 sec): 3 clusters
  Score: Raw -452827.741664 + Penalty 2709.171106 = -450118.570559
  nChanged 11
		SP:Iteration 34Q (108715.130000 sec): 3 clusters
  Score: Raw -452830.899882 + Penalty 2709.171106 = -450121.728777
  nChanged 6
		SP:Iteration 35Q (108715.310000 sec): 3 clusters
  Score: Raw -452833.780932 + Penalty 2709.171106 = -450124.609826
  nChanged 8
		SP:Iteration 36Q (108715.460000 sec): 3 clusters
  Score: Raw -452836.213360 + Penalty 2709.171106 = -450127.042255
  nChanged 9
		SP:Iteration 37Q (108715.620000 sec): 3 clusters
  Score: Raw -452839.334245 + Penalty 2709.171106 = -450130.163139
  nChanged 7
		SP:Iteration 38Q (108715.790000 sec): 3 clusters
  Score: Raw -452840.653824 + Penalty 2709.171106 = -450131.482719
  nChanged 1
		SP:Iteration 39Q (108715.960000 sec): 3 clusters
  Score: Raw -452840.901924 + Penalty 2709.171106 = -450131.730818
  nChanged 1
		SP:Iteration 40F (108716.130000 sec): 3 clusters
  Score: Raw -452841.052328 + Penalty 2709.171106 = -450131.881223
  nChanged 1
		SP:Iteration 41Q (108716.310000 sec): 3 clusters
  Score: Raw -452841.295046 + Penalty 2709.171106 = -450132.123941
  nChanged 1
		SP:Iteration 42Q (108716.500000 sec): 3 clusters
  Score: Raw -452841.403777 + Penalty 2709.171106 = -450132.232671
  nChanged 0
		SP:Iteration 43F (108716.740000 sec): 3 clusters
  Score: Raw -452841.403777 + Penalty 2709.171106 = -450132.232671
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108716.870000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108717.010000 sec): 3 clusters
  Score: Raw -54596.660388 + Penalty 1998.252196 = -52598.408192
  nChanged 96
		SP:Iteration 1F (108717.170000 sec): 3 clusters
  Score: Raw -54719.634174 + Penalty 1998.252196 = -52721.381978
  nChanged 25
		SP:Iteration 2F (108717.360000 sec): 3 clusters
  Score: Raw -54769.768989 + Penalty 1998.252196 = -52771.516793
  nChanged 20
		SP:Iteration 3Q (108717.510000 sec): 3 clusters
  Score: Raw -54803.815972 + Penalty 1998.252196 = -52805.563776
  nChanged 8
		SP:Iteration 4Q (108717.730000 sec): 3 clusters
  Score: Raw -54818.756816 + Penalty 1998.252196 = -52820.504620
  nChanged 4
		SP:Iteration 5Q (108717.900000 sec): 3 clusters
  Score: Raw -54825.218562 + Penalty 1998.252196 = -52826.966366
  nChanged 2
		SP:Iteration 6Q (108718.060000 sec): 3 clusters
  Score: Raw -54830.406398 + Penalty 1998.252196 = -52832.154202
  nChanged 2
		SP:Iteration 7Q (108718.200000 sec): 3 clusters
  Score: Raw -54834.234310 + Penalty 1998.252196 = -52835.982114
  nChanged 2
		SP:Iteration 8Q (108718.350000 sec): 3 clusters
  Score: Raw -54838.406088 + Penalty 1998.252196 = -52840.153892
  nChanged 2
		SP:Iteration 9Q (108718.520000 sec): 3 clusters
  Score: Raw -54841.802885 + Penalty 1998.252196 = -52843.550689
  nChanged 1
		SP:Iteration 10Q (108718.650000 sec): 3 clusters
  Score: Raw -54844.314931 + Penalty 1998.252196 = -52846.062735
  nChanged 2
		SP:Iteration 11Q (108718.790000 sec): 3 clusters
  Score: Raw -54849.841481 + Penalty 1998.252196 = -52851.589285
  nChanged 2
		SP:Iteration 12Q (108718.910000 sec): 3 clusters
  Score: Raw -54853.034026 + Penalty 1998.252196 = -52854.781829
  nChanged 1
		SP:Iteration 13Q (108719.050000 sec): 3 clusters
  Score: Raw -54854.152656 + Penalty 1998.252196 = -52855.900459
  nChanged 1
		SP:Iteration 14Q (108719.150000 sec): 3 clusters
  Score: Raw -54855.146973 + Penalty 1998.252196 = -52856.894777
  nChanged 1
		SP:Iteration 15Q (108719.290000 sec): 3 clusters
  Score: Raw -54856.486144 + Penalty 1998.252196 = -52858.233948
  nChanged 0
		SP:Iteration 16F (108719.430000 sec): 3 clusters
  Score: Raw -54856.486144 + Penalty 1998.252196 = -52858.233948
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108719.530000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108719.670000 sec): 3 clusters
  Score: Raw -65222.539929 + Penalty 2059.468363 = -63163.071567
  nChanged 144
		SP:Iteration 1F (108719.770000 sec): 3 clusters
  Score: Raw -65393.049877 + Penalty 2059.468363 = -63333.581514
  nChanged 46
		SP:Iteration 2F (108719.960000 sec): 3 clusters
  Score: Raw -65470.700700 + Penalty 2059.468363 = -63411.232338
  nChanged 20
		SP:Iteration 3Q (108720.060000 sec): 3 clusters
  Score: Raw -65508.910885 + Penalty 2059.468363 = -63449.442522
  nChanged 18
		SP:Iteration 4Q (108720.200000 sec): 3 clusters
  Score: Raw -65530.679486 + Penalty 2059.468363 = -63471.211124
  nChanged 7
		SP:Iteration 5Q (108720.350000 sec): 3 clusters
  Score: Raw -65541.962694 + Penalty 2059.468363 = -63482.494331
  nChanged 5
		SP:Iteration 6Q (108720.490000 sec): 3 clusters
  Score: Raw -65548.595199 + Penalty 2059.468363 = -63489.126837
  nChanged 6
		SP:Iteration 7Q (108720.590000 sec): 3 clusters
  Score: Raw -65557.589646 + Penalty 2059.468363 = -63498.121283
  nChanged 3
		SP:Iteration 8Q (108720.730000 sec): 3 clusters
  Score: Raw -65559.361026 + Penalty 2059.468363 = -63499.892663
  nChanged 3
		SP:Iteration 9Q (108720.870000 sec): 3 clusters
  Score: Raw -65564.907853 + Penalty 2059.468363 = -63505.439490
  nChanged 3
		SP:Iteration 10Q (108721.020000 sec): 3 clusters
  Score: Raw -65569.557905 + Penalty 2059.468363 = -63510.089542
  nChanged 2
		SP:Iteration 11Q (108721.160000 sec): 3 clusters
  Score: Raw -65571.746071 + Penalty 2059.468363 = -63512.277708
  nChanged 1
		SP:Iteration 12Q (108721.260000 sec): 3 clusters
  Score: Raw -65572.245299 + Penalty 2059.468363 = -63512.776936
  nChanged 0
		SP:Iteration 13F (108721.410000 sec): 3 clusters
  Score: Raw -65572.245299 + Penalty 2059.468363 = -63512.776936
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108721.530000 sec): 2 clusters
  Score: Raw -621969.739334 + Penalty 1392.405052 = -620577.334282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108721.730000 sec): 3 clusters
  Score: Raw -619165.387323 + Penalty 2784.810104 = -616380.577219
  nChanged 2179
		SP:Iteration 1F (108721.900000 sec): 3 clusters
  Score: Raw -620346.030838 + Penalty 2784.810104 = -617561.220734
  nChanged 416
		SP:Iteration 2F (108722.070000 sec): 3 clusters
  Score: Raw -620570.278047 + Penalty 2784.810104 = -617785.467944
  nChanged 298
		SP:Iteration 3F (108722.260000 sec): 3 clusters
  Score: Raw -620743.016949 + Penalty 2784.810104 = -617958.206845
  nChanged 268
		SP:Iteration 4F (108722.430000 sec): 3 clusters
  Score: Raw -620905.114737 + Penalty 2784.810104 = -618120.304634
  nChanged 260
		SP:Iteration 5Q (108722.620000 sec): 3 clusters
  Score: Raw -621061.085843 + Penalty 2784.810104 = -618276.275739
  nChanged 257
		SP:Iteration 6Q (108722.850000 sec): 3 clusters
  Score: Raw -621202.170028 + Penalty 2784.810104 = -618417.359924
  nChanged 230
		SP:Iteration 7Q (108723.030000 sec): 3 clusters
  Score: Raw -621315.729775 + Penalty 2784.810104 = -618530.919672
  nChanged 213
		SP:Iteration 8Q (108723.180000 sec): 3 clusters
  Score: Raw -621434.154730 + Penalty 2784.810104 = -618649.344627
  nChanged 208
		SP:Iteration 9Q (108723.410000 sec): 3 clusters
  Score: Raw -621571.109979 + Penalty 2784.810104 = -618786.299875
  nChanged 209
		SP:Iteration 10Q (108723.580000 sec): 3 clusters
  Score: Raw -621710.751609 + Penalty 2784.810104 = -618925.941505
  nChanged 219
		SP:Iteration 11Q (108723.790000 sec): 3 clusters
  Score: Raw -621857.074493 + Penalty 2784.810104 = -619072.264389
  nChanged 177
		SP:Iteration 12Q (108723.970000 sec): 3 clusters
  Score: Raw -621994.403325 + Penalty 2784.810104 = -619209.593221
  nChanged 183
		SP:Iteration 13Q (108724.150000 sec): 3 clusters
  Score: Raw -622146.241024 + Penalty 2784.810104 = -619361.430920
  nChanged 152
		SP:Iteration 14Q (108724.340000 sec): 3 clusters
  Score: Raw -622280.679146 + Penalty 2784.810104 = -619495.869042
  nChanged 134
		SP:Iteration 15Q (108724.540000 sec): 3 clusters
  Score: Raw -622401.767691 + Penalty 2784.810104 = -619616.957587
  nChanged 102
		SP:Iteration 16Q (108724.710000 sec): 3 clusters
  Score: Raw -622489.474643 + Penalty 2784.810104 = -619704.664539
  nChanged 76
		SP:Iteration 17Q (108724.910000 sec): 3 clusters
  Score: Raw -622551.302949 + Penalty 2784.810104 = -619766.492845
  nChanged 52
		SP:Iteration 18Q (108725.110000 sec): 3 clusters
  Score: Raw -622593.471869 + Penalty 2784.810104 = -619808.661765
  nChanged 43
		SP:Iteration 19Q (108725.290000 sec): 3 clusters
  Score: Raw -622625.897397 + Penalty 2784.810104 = -619841.087293
  nChanged 25
		SP:Iteration 20F (108725.470000 sec): 3 clusters
  Score: Raw -622665.074964 + Penalty 2784.810104 = -619880.264860
  nChanged 27
		SP:Iteration 21Q (108725.660000 sec): 3 clusters
  Score: Raw -622692.742344 + Penalty 2784.810104 = -619907.932240
  nChanged 29
		SP:Iteration 22Q (108725.790000 sec): 3 clusters
  Score: Raw -622732.828893 + Penalty 2784.810104 = -619948.018790
  nChanged 38
		SP:Iteration 23Q (108725.910000 sec): 3 clusters
  Score: Raw -622784.986098 + Penalty 2784.810104 = -620000.175994
  nChanged 26
		SP:Iteration 24Q (108726.050000 sec): 3 clusters
  Score: Raw -622825.375557 + Penalty 2784.810104 = -620040.565454
  nChanged 23
		SP:Iteration 25Q (108726.240000 sec): 3 clusters
  Score: Raw -622859.635981 + Penalty 2784.810104 = -620074.825877
  nChanged 22
		SP:Iteration 26Q (108726.430000 sec): 3 clusters
  Score: Raw -622885.176463 + Penalty 2784.810104 = -620100.366359
  nChanged 15
		SP:Iteration 27Q (108726.590000 sec): 3 clusters
  Score: Raw -622898.933108 + Penalty 2784.810104 = -620114.123004
  nChanged 9
		SP:Iteration 28Q (108726.740000 sec): 3 clusters
  Score: Raw -622903.832037 + Penalty 2784.810104 = -620119.021933
  nChanged 4
		SP:Iteration 29Q (108726.880000 sec): 3 clusters
  Score: Raw -622905.496766 + Penalty 2784.810104 = -620120.686662
  nChanged 5
		SP:Iteration 30Q (108727.090000 sec): 3 clusters
  Score: Raw -622908.104245 + Penalty 2784.810104 = -620123.294141
  nChanged 1
		SP:Iteration 31Q (108727.280000 sec): 3 clusters
  Score: Raw -622909.106403 + Penalty 2784.810104 = -620124.296299
  nChanged 1
		SP:Iteration 32Q (108727.480000 sec): 3 clusters
  Score: Raw -622909.522852 + Penalty 2784.810104 = -620124.712748
  nChanged 1
		SP:Iteration 33Q (108727.710000 sec): 3 clusters
  Score: Raw -622909.873123 + Penalty 2784.810104 = -620125.063019
  nChanged 1
		SP:Iteration 34Q (108727.890000 sec): 3 clusters
  Score: Raw -622910.207353 + Penalty 2784.810104 = -620125.397249
  nChanged 1
		SP:Iteration 35Q (108728.110000 sec): 3 clusters
  Score: Raw -622910.393338 + Penalty 2784.810104 = -620125.583234
  nChanged 1
		SP:Iteration 36Q (108728.280000 sec): 3 clusters
  Score: Raw -622910.807881 + Penalty 2784.810104 = -620125.997777
  nChanged 0
		SP:Iteration 37F (108728.510000 sec): 3 clusters
  Score: Raw -622910.807881 + Penalty 2784.810104 = -620125.997777
  nChanged 0
Deleting Class 66 (207 points): Lose 2074.454211 but Gain 2350.645820
Iteration 339Q (108869.100000 sec): 66 clusters
  Score: Raw -223658239.507722 + Penalty 152791.978268 = -223505447.529455
  nChanged 335
Iteration 340F (109071.680000 sec): 66 clusters
  Score: Raw -223658892.030921 + Penalty 152791.978268 = -223506100.052653
  nChanged 262
Iteration 341Q (109209.940000 sec): 66 clusters
  Score: Raw -223658966.243086 + Penalty 152791.978268 = -223506174.264818
  nChanged 184
Iteration 342Q (109351.750000 sec): 66 clusters
  Score: Raw -223658988.971921 + Penalty 152791.978268 = -223506196.993653
  nChanged 153
Iteration 343Q (109498.290000 sec): 66 clusters
  Score: Raw -223659003.145132 + Penalty 152791.978268 = -223506211.166864
  nChanged 115
Iteration 344Q (109645.430000 sec): 66 clusters
  Score: Raw -223659021.451027 + Penalty 152791.978268 = -223506229.472759
  nChanged 108
Iteration 345Q (109782.810000 sec): 66 clusters
  Score: Raw -223659037.984716 + Penalty 152791.978268 = -223506246.006448
  nChanged 128
Iteration 346Q (109919.270000 sec): 66 clusters
  Score: Raw -223659051.731151 + Penalty 152791.978268 = -223506259.752883
  nChanged 136
Iteration 347Q (110057.520000 sec): 66 clusters
  Score: Raw -223659068.788862 + Penalty 152791.978268 = -223506276.810594
  nChanged 144
Iteration 348Q (110201.500000 sec): 66 clusters
  Score: Raw -223659088.306319 + Penalty 152791.978268 = -223506296.328051
  nChanged 137
Iteration 349Q (110342.980000 sec): 66 clusters
  Score: Raw -223659105.670433 + Penalty 152791.978268 = -223506313.692166
  nChanged 158
Iteration 350Q (110485.900000 sec): 66 clusters
  Score: Raw -223659131.604662 + Penalty 152791.978268 = -223506339.626395
  nChanged 173
Iteration 351Q (110633.460000 sec): 66 clusters
  Score: Raw -223659156.443627 + Penalty 152791.978268 = -223506364.465360
  nChanged 175
Iteration 352Q (110771.840000 sec): 66 clusters
  Score: Raw -223659176.522437 + Penalty 152791.978268 = -223506384.544169
  nChanged 187
Iteration 353Q (110915.350000 sec): 66 clusters
  Score: Raw -223659206.075965 + Penalty 152791.978268 = -223506414.097698
  nChanged 202
Iteration 354Q (111063.680000 sec): 66 clusters
  Score: Raw -223659247.328519 + Penalty 152791.978268 = -223506455.350251
  nChanged 223
Iteration 355Q (111206.640000 sec): 66 clusters
  Score: Raw -223659311.475315 + Penalty 152791.978268 = -223506519.497048
  nChanged 257
Iteration 356Q (111354.780000 sec): 66 clusters
  Score: Raw -223659381.514124 + Penalty 152791.978268 = -223506589.535856
  nChanged 257
Iteration 357Q (111495.820000 sec): 66 clusters
  Score: Raw -223659488.797751 + Penalty 152791.978268 = -223506696.819483
  nChanged 244
Iteration 358Q (111633.950000 sec): 66 clusters
  Score: Raw -223659608.244261 + Penalty 152791.978268 = -223506816.265993
  nChanged 225
Iteration 359Q (111779.000000 sec): 66 clusters
  Score: Raw -223659661.022125 + Penalty 152791.978268 = -223506869.043857
  nChanged 162
Iteration 360F (112009.530000 sec): 66 clusters
  Score: Raw -223659686.317593 + Penalty 152791.978268 = -223506894.339325
  nChanged 156
Iteration 361Q (112157.310000 sec): 66 clusters
  Score: Raw -223659706.268236 + Penalty 152791.978268 = -223506914.289968
  nChanged 153
Iteration 362Q (112294.520000 sec): 66 clusters
  Score: Raw -223659725.229631 + Penalty 152791.978268 = -223506933.251363
  nChanged 140
Iteration 363Q (112432.890000 sec): 66 clusters
  Score: Raw -223659743.109061 + Penalty 152791.978268 = -223506951.130793
  nChanged 148
Iteration 364Q (112608.070000 sec): 66 clusters
  Score: Raw -223659767.561264 + Penalty 152791.978268 = -223506975.582997
  nChanged 145
Iteration 365Q (112767.890000 sec): 66 clusters
  Score: Raw -223659785.954785 + Penalty 152791.978268 = -223506993.976517
  nChanged 162
Iteration 366Q (112914.990000 sec): 66 clusters
  Score: Raw -223659799.694431 + Penalty 152791.978268 = -223507007.716163
  nChanged 159
Iteration 367Q (113032.270000 sec): 66 clusters
  Score: Raw -223659806.325796 + Penalty 152791.978268 = -223507014.347529
  nChanged 143
Iteration 368Q (113176.100000 sec): 66 clusters
  Score: Raw -223659811.171209 + Penalty 152791.978268 = -223507019.192941
  nChanged 140
Iteration 369Q (113329.650000 sec): 66 clusters
  Score: Raw -223659814.913049 + Penalty 152791.978268 = -223507022.934782
  nChanged 140
Iteration 370Q (113488.680000 sec): 66 clusters
  Score: Raw -223659818.991280 + Penalty 152791.978268 = -223507027.013012
  nChanged 150
Iteration 371Q (113632.270000 sec): 66 clusters
  Score: Raw -223659822.158830 + Penalty 152791.978268 = -223507030.180562
  nChanged 138
Iteration 372Q (113762.000000 sec): 66 clusters
  Score: Raw -223659825.466656 + Penalty 152791.978268 = -223507033.488388
  nChanged 129
Iteration 373Q (113891.770000 sec): 66 clusters
  Score: Raw -223659829.205739 + Penalty 152791.978268 = -223507037.227471
  nChanged 114
Iteration 374Q (114030.400000 sec): 66 clusters
  Score: Raw -223659833.195207 + Penalty 152791.978268 = -223507041.216939
  nChanged 116
Iteration 375Q (114170.270000 sec): 66 clusters
  Score: Raw -223659837.087988 + Penalty 152791.978268 = -223507045.109721
  nChanged 128
Iteration 376Q (114312.100000 sec): 66 clusters
  Score: Raw -223659842.840069 + Penalty 152791.978268 = -223507050.861801
  nChanged 147
Iteration 377Q (114458.000000 sec): 66 clusters
  Score: Raw -223659851.380537 + Penalty 152791.978268 = -223507059.402269
  nChanged 159
Iteration 378Q (114604.530000 sec): 66 clusters
  Score: Raw -223659859.736695 + Penalty 152791.978268 = -223507067.758428
  nChanged 178
Writing temp clu file 
Because OldScore, -223507059.402269, is greater than current (better) Score,-223507067.758428 
 Compute initial score before splitting:   Score: Raw -223659859.736695 + Penalty 152791.978268 = -223507067.758428
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (357857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114606.700000 sec): 2 clusters
  Score: Raw -42844308.178546 + Penalty 2078.031921 = -42842230.146625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114608.610000 sec): 3 clusters
  Score: Raw -42604818.875169 + Penalty 4156.063842 = -42600662.811327
  nChanged 174516
		SP:Iteration 1F (114610.400000 sec): 3 clusters
  Score: Raw -42709925.903419 + Penalty 4156.063842 = -42705769.839577
  nChanged 8993
		SP:Iteration 2Q (114612.420000 sec): 3 clusters
  Score: Raw -42711815.570598 + Penalty 4156.063842 = -42707659.506756
  nChanged 9936
		SP:Iteration 3Q (114614.350000 sec): 3 clusters
  Score: Raw -42714173.924408 + Penalty 4156.063842 = -42710017.860566
  nChanged 10936
		SP:Iteration 4Q (114616.140000 sec): 3 clusters
  Score: Raw -42717083.453272 + Penalty 4156.063842 = -42712927.389430
  nChanged 12340
		SP:Iteration 5Q (114618.100000 sec): 3 clusters
  Score: Raw -42720922.120191 + Penalty 4156.063842 = -42716766.056349
  nChanged 14437
		SP:Iteration 6Q (114620.040000 sec): 3 clusters
  Score: Raw -42726257.495500 + Penalty 4156.063842 = -42722101.431658
  nChanged 17522
		SP:Iteration 7Q (114621.940000 sec): 3 clusters
  Score: Raw -42734201.709347 + Penalty 4156.063842 = -42730045.645505
  nChanged 21617
		SP:Iteration 8F (114623.650000 sec): 3 clusters
  Score: Raw -42746571.017194 + Penalty 4156.063842 = -42742414.953352
  nChanged 26233
		SP:Iteration 9F (114625.450000 sec): 3 clusters
  Score: Raw -42765101.920069 + Penalty 4156.063842 = -42760945.856227
  nChanged 28903
		SP:Iteration 10F (114627.230000 sec): 3 clusters
  Score: Raw -42789136.556604 + Penalty 4156.063842 = -42784980.492762
  nChanged 26395
		SP:Iteration 11F (114628.990000 sec): 3 clusters
  Score: Raw -42813217.340762 + Penalty 4156.063842 = -42809061.276920
  nChanged 18545
		SP:Iteration 12F (114630.660000 sec): 3 clusters
  Score: Raw -42830368.987765 + Penalty 4156.063842 = -42826212.923924
  nChanged 9951
		SP:Iteration 13Q (114632.510000 sec): 3 clusters
  Score: Raw -42839255.115009 + Penalty 4156.063842 = -42835099.051167
  nChanged 4095
		SP:Iteration 14Q (114634.210000 sec): 3 clusters
  Score: Raw -42842673.192176 + Penalty 4156.063842 = -42838517.128334
  nChanged 1474
		SP:Iteration 15Q (114635.740000 sec): 3 clusters
  Score: Raw -42843841.618661 + Penalty 4156.063842 = -42839685.554819
  nChanged 482
		SP:Iteration 16Q (114637.150000 sec): 3 clusters
  Score: Raw -42844229.289796 + Penalty 4156.063842 = -42840073.225954
  nChanged 209
		SP:Iteration 17Q (114638.600000 sec): 3 clusters
  Score: Raw -42844402.531622 + Penalty 4156.063842 = -42840246.467781
  nChanged 100
		SP:Iteration 18Q (114640.110000 sec): 3 clusters
  Score: Raw -42844497.175614 + Penalty 4156.063842 = -42840341.111772
  nChanged 54
		SP:Iteration 19Q (114641.670000 sec): 3 clusters
  Score: Raw -42844540.986861 + Penalty 4156.063842 = -42840384.923019
  nChanged 30
		SP:Iteration 20F (114643.680000 sec): 3 clusters
  Score: Raw -42844562.028949 + Penalty 4156.063842 = -42840405.965107
  nChanged 17
		SP:Iteration 21Q (114645.380000 sec): 3 clusters
  Score: Raw -42844578.546061 + Penalty 4156.063842 = -42840422.482220
  nChanged 15
		SP:Iteration 22Q (114647.050000 sec): 3 clusters
  Score: Raw -42844591.012649 + Penalty 4156.063842 = -42840434.948807
  nChanged 9
		SP:Iteration 23Q (114648.770000 sec): 3 clusters
  Score: Raw -42844600.933041 + Penalty 4156.063842 = -42840444.869199
  nChanged 13
		SP:Iteration 24Q (114650.330000 sec): 3 clusters
  Score: Raw -42844610.332822 + Penalty 4156.063842 = -42840454.268980
  nChanged 8
		SP:Iteration 25Q (114651.930000 sec): 3 clusters
  Score: Raw -42844615.304948 + Penalty 4156.063842 = -42840459.241107
  nChanged 6
		SP:Iteration 26Q (114653.590000 sec): 3 clusters
  Score: Raw -42844618.994763 + Penalty 4156.063842 = -42840462.930921
  nChanged 4
		SP:Iteration 27Q (114655.240000 sec): 3 clusters
  Score: Raw -42844622.844223 + Penalty 4156.063842 = -42840466.780381
  nChanged 5
		SP:Iteration 28Q (114656.970000 sec): 3 clusters
  Score: Raw -42844626.863582 + Penalty 4156.063842 = -42840470.799740
  nChanged 2
		SP:Iteration 29Q (114658.510000 sec): 3 clusters
  Score: Raw -42844628.204221 + Penalty 4156.063842 = -42840472.140380
  nChanged 2
		SP:Iteration 30Q (114660.240000 sec): 3 clusters
  Score: Raw -42844629.448460 + Penalty 4156.063842 = -42840473.384618
  nChanged 0
		SP:Iteration 31F (114661.940000 sec): 3 clusters
  Score: Raw -42844629.448460 + Penalty 4156.063842 = -42840473.384618
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114662.240000 sec): 2 clusters
  Score: Raw -1305330.616762 + Penalty 1510.684186 = -1303819.932576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114662.520000 sec): 3 clusters
  Score: Raw -1299117.172632 + Penalty 3021.368372 = -1296095.804260
  nChanged 4700
		SP:Iteration 1F (114662.790000 sec): 3 clusters
  Score: Raw -1301824.965527 + Penalty 3021.368372 = -1298803.597155
  nChanged 816
		SP:Iteration 2F (114663.040000 sec): 3 clusters
  Score: Raw -1302290.941817 + Penalty 3021.368372 = -1299269.573445
  nChanged 781
		SP:Iteration 3F (114663.260000 sec): 3 clusters
  Score: Raw -1302738.798523 + Penalty 3021.368372 = -1299717.430150
  nChanged 664
		SP:Iteration 4F (114663.490000 sec): 3 clusters
  Score: Raw -1303175.845452 + Penalty 3021.368372 = -1300154.477080
  nChanged 640
		SP:Iteration 5F (114663.710000 sec): 3 clusters
  Score: Raw -1303581.865120 + Penalty 3021.368372 = -1300560.496748
  nChanged 530
		SP:Iteration 6Q (114663.910000 sec): 3 clusters
  Score: Raw -1303914.045247 + Penalty 3021.368372 = -1300892.676875
  nChanged 445
		SP:Iteration 7Q (114664.180000 sec): 3 clusters
  Score: Raw -1304198.498136 + Penalty 3021.368372 = -1301177.129764
  nChanged 360
		SP:Iteration 8Q (114664.390000 sec): 3 clusters
  Score: Raw -1304409.777405 + Penalty 3021.368372 = -1301388.409033
  nChanged 289
		SP:Iteration 9Q (114664.600000 sec): 3 clusters
  Score: Raw -1304608.865579 + Penalty 3021.368372 = -1301587.497207
  nChanged 245
		SP:Iteration 10Q (114664.870000 sec): 3 clusters
  Score: Raw -1304788.012717 + Penalty 3021.368372 = -1301766.644345
  nChanged 239
		SP:Iteration 11Q (114665.140000 sec): 3 clusters
  Score: Raw -1304948.774090 + Penalty 3021.368372 = -1301927.405717
  nChanged 191
		SP:Iteration 12Q (114665.390000 sec): 3 clusters
  Score: Raw -1305056.954586 + Penalty 3021.368372 = -1302035.586213
  nChanged 130
		SP:Iteration 13Q (114665.580000 sec): 3 clusters
  Score: Raw -1305116.671621 + Penalty 3021.368372 = -1302095.303249
  nChanged 94
		SP:Iteration 14Q (114665.770000 sec): 3 clusters
  Score: Raw -1305152.350128 + Penalty 3021.368372 = -1302130.981756
  nChanged 87
		SP:Iteration 15Q (114665.980000 sec): 3 clusters
  Score: Raw -1305184.133841 + Penalty 3021.368372 = -1302162.765468
  nChanged 78
		SP:Iteration 16Q (114666.240000 sec): 3 clusters
  Score: Raw -1305211.244016 + Penalty 3021.368372 = -1302189.875643
  nChanged 63
		SP:Iteration 17Q (114666.460000 sec): 3 clusters
  Score: Raw -1305230.576459 + Penalty 3021.368372 = -1302209.208087
  nChanged 54
		SP:Iteration 18Q (114666.680000 sec): 3 clusters
  Score: Raw -1305248.655351 + Penalty 3021.368372 = -1302227.286978
  nChanged 56
		SP:Iteration 19Q (114666.920000 sec): 3 clusters
  Score: Raw -1305267.771972 + Penalty 3021.368372 = -1302246.403599
  nChanged 60
		SP:Iteration 20F (114667.140000 sec): 3 clusters
  Score: Raw -1305287.362980 + Penalty 3021.368372 = -1302265.994608
  nChanged 55
		SP:Iteration 21Q (114667.380000 sec): 3 clusters
  Score: Raw -1305305.346341 + Penalty 3021.368372 = -1302283.977969
  nChanged 54
		SP:Iteration 22Q (114667.580000 sec): 3 clusters
  Score: Raw -1305322.008496 + Penalty 3021.368372 = -1302300.640124
  nChanged 34
		SP:Iteration 23Q (114667.780000 sec): 3 clusters
  Score: Raw -1305334.918510 + Penalty 3021.368372 = -1302313.550137
  nChanged 45
		SP:Iteration 24Q (114668.020000 sec): 3 clusters
  Score: Raw -1305353.492566 + Penalty 3021.368372 = -1302332.124193
  nChanged 49
		SP:Iteration 25Q (114668.200000 sec): 3 clusters
  Score: Raw -1305367.308591 + Penalty 3021.368372 = -1302345.940219
  nChanged 30
		SP:Iteration 26Q (114668.440000 sec): 3 clusters
  Score: Raw -1305375.976748 + Penalty 3021.368372 = -1302354.608376
  nChanged 29
		SP:Iteration 27Q (114668.680000 sec): 3 clusters
  Score: Raw -1305385.476944 + Penalty 3021.368372 = -1302364.108572
  nChanged 28
		SP:Iteration 28Q (114668.900000 sec): 3 clusters
  Score: Raw -1305393.348192 + Penalty 3021.368372 = -1302371.979820
  nChanged 23
		SP:Iteration 29Q (114669.140000 sec): 3 clusters
  Score: Raw -1305399.219842 + Penalty 3021.368372 = -1302377.851469
  nChanged 19
		SP:Iteration 30Q (114669.370000 sec): 3 clusters
  Score: Raw -1305403.810921 + Penalty 3021.368372 = -1302382.442549
  nChanged 11
		SP:Iteration 31Q (114669.610000 sec): 3 clusters
  Score: Raw -1305406.253898 + Penalty 3021.368372 = -1302384.885526
  nChanged 11
		SP:Iteration 32Q (114669.890000 sec): 3 clusters
  Score: Raw -1305409.004851 + Penalty 3021.368372 = -1302387.636479
  nChanged 12
		SP:Iteration 33Q (114670.140000 sec): 3 clusters
  Score: Raw -1305411.824395 + Penalty 3021.368372 = -1302390.456023
  nChanged 11
		SP:Iteration 34Q (114670.360000 sec): 3 clusters
  Score: Raw -1305413.595956 + Penalty 3021.368372 = -1302392.227584
  nChanged 9
		SP:Iteration 35Q (114670.610000 sec): 3 clusters
  Score: Raw -1305415.816675 + Penalty 3021.368372 = -1302394.448303
  nChanged 9
		SP:Iteration 36Q (114670.860000 sec): 3 clusters
  Score: Raw -1305418.224694 + Penalty 3021.368372 = -1302396.856322
  nChanged 8
		SP:Iteration 37Q (114671.080000 sec): 3 clusters
  Score: Raw -1305419.994967 + Penalty 3021.368372 = -1302398.626595
  nChanged 9
		SP:Iteration 38Q (114671.280000 sec): 3 clusters
  Score: Raw -1305422.194701 + Penalty 3021.368372 = -1302400.826329
  nChanged 9
		SP:Iteration 39Q (114671.510000 sec): 3 clusters
  Score: Raw -1305424.153778 + Penalty 3021.368372 = -1302402.785405
  nChanged 5
		SP:Iteration 40F (114671.710000 sec): 3 clusters
  Score: Raw -1305425.092147 + Penalty 3021.368372 = -1302403.723775
  nChanged 3
		SP:Iteration 41Q (114671.910000 sec): 3 clusters
  Score: Raw -1305425.750870 + Penalty 3021.368372 = -1302404.382498
  nChanged 5
		SP:Iteration 42Q (114672.150000 sec): 3 clusters
  Score: Raw -1305426.829749 + Penalty 3021.368372 = -1302405.461376
  nChanged 7
		SP:Iteration 43Q (114672.400000 sec): 3 clusters
  Score: Raw -1305428.469629 + Penalty 3021.368372 = -1302407.101257
  nChanged 8
		SP:Iteration 44Q (114672.610000 sec): 3 clusters
  Score: Raw -1305430.364869 + Penalty 3021.368372 = -1302408.996496
  nChanged 11
		SP:Iteration 45Q (114672.790000 sec): 3 clusters
  Score: Raw -1305433.171489 + Penalty 3021.368372 = -1302411.803117
  nChanged 8
		SP:Iteration 46Q (114673.010000 sec): 3 clusters
  Score: Raw -1305434.920084 + Penalty 3021.368372 = -1302413.551712
  nChanged 10
		SP:Iteration 47Q (114673.230000 sec): 3 clusters
  Score: Raw -1305437.433623 + Penalty 3021.368372 = -1302416.065251
  nChanged 12
		SP:Iteration 48Q (114673.440000 sec): 3 clusters
  Score: Raw -1305440.873088 + Penalty 3021.368372 = -1302419.504716
  nChanged 10
		SP:Iteration 49Q (114673.630000 sec): 3 clusters
  Score: Raw -1305443.934545 + Penalty 3021.368372 = -1302422.566173
  nChanged 8
		SP:Iteration 50Q (114673.880000 sec): 3 clusters
  Score: Raw -1305447.344428 + Penalty 3021.368372 = -1302425.976056
  nChanged 13
		SP:Iteration 51Q (114674.180000 sec): 3 clusters
  Score: Raw -1305453.331087 + Penalty 3021.368372 = -1302431.962715
  nChanged 18
		SP:Iteration 52Q (114674.430000 sec): 3 clusters
  Score: Raw -1305461.285399 + Penalty 3021.368372 = -1302439.917027
  nChanged 20
		SP:Iteration 53Q (114674.690000 sec): 3 clusters
  Score: Raw -1305469.713732 + Penalty 3021.368372 = -1302448.345360
  nChanged 20
		SP:Iteration 54Q (114674.910000 sec): 3 clusters
  Score: Raw -1305479.598649 + Penalty 3021.368372 = -1302458.230277
  nChanged 17
		SP:Iteration 55Q (114675.170000 sec): 3 clusters
  Score: Raw -1305484.919229 + Penalty 3021.368372 = -1302463.550857
  nChanged 13
		SP:Iteration 56Q (114675.440000 sec): 3 clusters
  Score: Raw -1305487.998709 + Penalty 3021.368372 = -1302466.630336
  nChanged 12
		SP:Iteration 57Q (114675.670000 sec): 3 clusters
  Score: Raw -1305491.498240 + Penalty 3021.368372 = -1302470.129868
  nChanged 12
		SP:Iteration 58Q (114675.900000 sec): 3 clusters
  Score: Raw -1305495.081140 + Penalty 3021.368372 = -1302473.712768
  nChanged 11
		SP:Iteration 59Q (114676.120000 sec): 3 clusters
  Score: Raw -1305499.031363 + Penalty 3021.368372 = -1302477.662991
  nChanged 11
		SP:Iteration 60F (114676.390000 sec): 3 clusters
  Score: Raw -1305502.732084 + Penalty 3021.368372 = -1302481.363712
  nChanged 10
		SP:Iteration 61Q (114676.640000 sec): 3 clusters
  Score: Raw -1305506.363799 + Penalty 3021.368372 = -1302484.995427
  nChanged 9
		SP:Iteration 62Q (114676.860000 sec): 3 clusters
  Score: Raw -1305508.784270 + Penalty 3021.368372 = -1302487.415898
  nChanged 4
		SP:Iteration 63Q (114677.100000 sec): 3 clusters
  Score: Raw -1305510.049654 + Penalty 3021.368372 = -1302488.681282
  nChanged 2
		SP:Iteration 64Q (114677.380000 sec): 3 clusters
  Score: Raw -1305511.179120 + Penalty 3021.368372 = -1302489.810748
  nChanged 3
		SP:Iteration 65Q (114677.620000 sec): 3 clusters
  Score: Raw -1305511.890870 + Penalty 3021.368372 = -1302490.522497
  nChanged 0
		SP:Iteration 66F (114677.820000 sec): 3 clusters
  Score: Raw -1305511.890870 + Penalty 3021.368372 = -1302490.522497
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114677.950000 sec): 2 clusters
  Score: Raw -931817.730618 + Penalty 1440.199596 = -930377.531023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114678.200000 sec): 3 clusters
  Score: Raw -927964.007738 + Penalty 2880.399191 = -925083.608547
  nChanged 2947
		SP:Iteration 1F (114678.400000 sec): 3 clusters
  Score: Raw -929486.527270 + Penalty 2880.399191 = -926606.128079
  nChanged 407
		SP:Iteration 2F (114678.630000 sec): 3 clusters
  Score: Raw -929661.090377 + Penalty 2880.399191 = -926780.691185
  nChanged 312
		SP:Iteration 3Q (114678.830000 sec): 3 clusters
  Score: Raw -929797.982060 + Penalty 2880.399191 = -926917.582869
  nChanged 283
		SP:Iteration 4Q (114679.010000 sec): 3 clusters
  Score: Raw -929917.722071 + Penalty 2880.399191 = -927037.322880
  nChanged 270
		SP:Iteration 5Q (114679.180000 sec): 3 clusters
  Score: Raw -930049.401428 + Penalty 2880.399191 = -927169.002237
  nChanged 267
		SP:Iteration 6Q (114679.390000 sec): 3 clusters
  Score: Raw -930184.720360 + Penalty 2880.399191 = -927304.321169
  nChanged 286
		SP:Iteration 7Q (114679.620000 sec): 3 clusters
  Score: Raw -930341.974385 + Penalty 2880.399191 = -927461.575194
  nChanged 295
		SP:Iteration 8Q (114679.880000 sec): 3 clusters
  Score: Raw -930541.664091 + Penalty 2880.399191 = -927661.264900
  nChanged 294
		SP:Iteration 9Q (114680.090000 sec): 3 clusters
  Score: Raw -930755.214516 + Penalty 2880.399191 = -927874.815325
  nChanged 299
		SP:Iteration 10Q (114680.300000 sec): 3 clusters
  Score: Raw -930979.262703 + Penalty 2880.399191 = -928098.863512
  nChanged 273
		SP:Iteration 11Q (114680.540000 sec): 3 clusters
  Score: Raw -931202.940339 + Penalty 2880.399191 = -928322.541148
  nChanged 248
		SP:Iteration 12Q (114680.770000 sec): 3 clusters
  Score: Raw -931407.373416 + Penalty 2880.399191 = -928526.974224
  nChanged 199
		SP:Iteration 13Q (114680.980000 sec): 3 clusters
  Score: Raw -931584.452949 + Penalty 2880.399191 = -928704.053758
  nChanged 143
		SP:Iteration 14Q (114681.180000 sec): 3 clusters
  Score: Raw -931721.507719 + Penalty 2880.399191 = -928841.108528
  nChanged 94
		SP:Iteration 15Q (114681.370000 sec): 3 clusters
  Score: Raw -931813.072900 + Penalty 2880.399191 = -928932.673709
  nChanged 54
		SP:Iteration 16Q (114681.550000 sec): 3 clusters
  Score: Raw -931864.305681 + Penalty 2880.399191 = -928983.906490
  nChanged 34
		SP:Iteration 17Q (114681.800000 sec): 3 clusters
  Score: Raw -931901.452081 + Penalty 2880.399191 = -929021.052889
  nChanged 25
		SP:Iteration 18Q (114681.980000 sec): 3 clusters
  Score: Raw -931926.854274 + Penalty 2880.399191 = -929046.455083
  nChanged 17
		SP:Iteration 19Q (114682.170000 sec): 3 clusters
  Score: Raw -931946.594060 + Penalty 2880.399191 = -929066.194869
  nChanged 11
		SP:Iteration 20F (114682.360000 sec): 3 clusters
  Score: Raw -931962.853254 + Penalty 2880.399191 = -929082.454063
  nChanged 11
		SP:Iteration 21Q (114682.560000 sec): 3 clusters
  Score: Raw -931974.484502 + Penalty 2880.399191 = -929094.085311
  nChanged 4
		SP:Iteration 22Q (114682.740000 sec): 3 clusters
  Score: Raw -931977.860901 + Penalty 2880.399191 = -929097.461709
  nChanged 3
		SP:Iteration 23Q (114682.930000 sec): 3 clusters
  Score: Raw -931980.671743 + Penalty 2880.399191 = -929100.272551
  nChanged 1
		SP:Iteration 24Q (114683.110000 sec): 3 clusters
  Score: Raw -931981.666759 + Penalty 2880.399191 = -929101.267568
  nChanged 0
		SP:Iteration 25F (114683.310000 sec): 3 clusters
  Score: Raw -931981.666759 + Penalty 2880.399191 = -929101.267568
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114683.410000 sec): 2 clusters
  Score: Raw -1071595.813602 + Penalty 1478.144755 = -1070117.668847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114683.660000 sec): 3 clusters
  Score: Raw -1066589.273190 + Penalty 2956.289510 = -1063632.983680
  nChanged 3840
		SP:Iteration 1F (114683.820000 sec): 3 clusters
  Score: Raw -1068748.670494 + Penalty 2956.289510 = -1065792.380984
  nChanged 657
		SP:Iteration 2F (114683.990000 sec): 3 clusters
  Score: Raw -1069167.875583 + Penalty 2956.289510 = -1066211.586073
  nChanged 613
		SP:Iteration 3F (114684.230000 sec): 3 clusters
  Score: Raw -1069541.120501 + Penalty 2956.289510 = -1066584.830991
  nChanged 567
		SP:Iteration 4F (114684.410000 sec): 3 clusters
  Score: Raw -1069892.987847 + Penalty 2956.289510 = -1066936.698337
  nChanged 516
		SP:Iteration 5F (114684.590000 sec): 3 clusters
  Score: Raw -1070180.280867 + Penalty 2956.289510 = -1067223.991357
  nChanged 425
		SP:Iteration 6Q (114684.800000 sec): 3 clusters
  Score: Raw -1070409.684918 + Penalty 2956.289510 = -1067453.395408
  nChanged 349
		SP:Iteration 7Q (114685.020000 sec): 3 clusters
  Score: Raw -1070575.536131 + Penalty 2956.289510 = -1067619.246621
  nChanged 288
		SP:Iteration 8Q (114685.220000 sec): 3 clusters
  Score: Raw -1070704.089619 + Penalty 2956.289510 = -1067747.800109
  nChanged 242
		SP:Iteration 9Q (114685.460000 sec): 3 clusters
  Score: Raw -1070805.155770 + Penalty 2956.289510 = -1067848.866260
  nChanged 203
		SP:Iteration 10Q (114685.780000 sec): 3 clusters
  Score: Raw -1070899.707979 + Penalty 2956.289510 = -1067943.418469
  nChanged 195
		SP:Iteration 11Q (114685.960000 sec): 3 clusters
  Score: Raw -1070991.832235 + Penalty 2956.289510 = -1068035.542725
  nChanged 193
		SP:Iteration 12Q (114686.240000 sec): 3 clusters
  Score: Raw -1071068.016916 + Penalty 2956.289510 = -1068111.727406
  nChanged 142
		SP:Iteration 13Q (114686.490000 sec): 3 clusters
  Score: Raw -1071130.642552 + Penalty 2956.289510 = -1068174.353042
  nChanged 122
		SP:Iteration 14Q (114686.730000 sec): 3 clusters
  Score: Raw -1071174.453382 + Penalty 2956.289510 = -1068218.163872
  nChanged 98
		SP:Iteration 15Q (114686.970000 sec): 3 clusters
  Score: Raw -1071214.291351 + Penalty 2956.289510 = -1068258.001841
  nChanged 86
		SP:Iteration 16Q (114687.210000 sec): 3 clusters
  Score: Raw -1071246.100723 + Penalty 2956.289510 = -1068289.811213
  nChanged 80
		SP:Iteration 17Q (114687.410000 sec): 3 clusters
  Score: Raw -1071269.166423 + Penalty 2956.289510 = -1068312.876913
  nChanged 59
		SP:Iteration 18Q (114687.670000 sec): 3 clusters
  Score: Raw -1071283.618000 + Penalty 2956.289510 = -1068327.328490
  nChanged 40
		SP:Iteration 19Q (114687.860000 sec): 3 clusters
  Score: Raw -1071291.030337 + Penalty 2956.289510 = -1068334.740827
  nChanged 37
		SP:Iteration 20F (114688.060000 sec): 3 clusters
  Score: Raw -1071299.908241 + Penalty 2956.289510 = -1068343.618731
  nChanged 45
		SP:Iteration 21Q (114688.260000 sec): 3 clusters
  Score: Raw -1071310.486685 + Penalty 2956.289510 = -1068354.197175
  nChanged 35
		SP:Iteration 22Q (114688.530000 sec): 3 clusters
  Score: Raw -1071317.642571 + Penalty 2956.289510 = -1068361.353061
  nChanged 35
		SP:Iteration 23Q (114688.770000 sec): 3 clusters
  Score: Raw -1071326.297320 + Penalty 2956.289510 = -1068370.007810
  nChanged 31
		SP:Iteration 24Q (114688.990000 sec): 3 clusters
  Score: Raw -1071333.176705 + Penalty 2956.289510 = -1068376.887195
  nChanged 33
		SP:Iteration 25Q (114689.170000 sec): 3 clusters
  Score: Raw -1071340.451834 + Penalty 2956.289510 = -1068384.162324
  nChanged 38
		SP:Iteration 26Q (114689.420000 sec): 3 clusters
  Score: Raw -1071349.401017 + Penalty 2956.289510 = -1068393.111507
  nChanged 36
		SP:Iteration 27Q (114689.650000 sec): 3 clusters
  Score: Raw -1071357.712581 + Penalty 2956.289510 = -1068401.423071
  nChanged 28
		SP:Iteration 28Q (114689.880000 sec): 3 clusters
  Score: Raw -1071366.120414 + Penalty 2956.289510 = -1068409.830904
  nChanged 24
		SP:Iteration 29Q (114690.100000 sec): 3 clusters
  Score: Raw -1071370.819656 + Penalty 2956.289510 = -1068414.530146
  nChanged 23
		SP:Iteration 30Q (114690.340000 sec): 3 clusters
  Score: Raw -1071375.604133 + Penalty 2956.289510 = -1068419.314623
  nChanged 22
		SP:Iteration 31Q (114690.560000 sec): 3 clusters
  Score: Raw -1071379.044533 + Penalty 2956.289510 = -1068422.755023
  nChanged 20
		SP:Iteration 32Q (114690.840000 sec): 3 clusters
  Score: Raw -1071382.767394 + Penalty 2956.289510 = -1068426.477884
  nChanged 16
		SP:Iteration 33Q (114691.050000 sec): 3 clusters
  Score: Raw -1071385.337713 + Penalty 2956.289510 = -1068429.048203
  nChanged 13
		SP:Iteration 34Q (114691.340000 sec): 3 clusters
  Score: Raw -1071387.411655 + Penalty 2956.289510 = -1068431.122145
  nChanged 12
		SP:Iteration 35Q (114691.590000 sec): 3 clusters
  Score: Raw -1071388.819056 + Penalty 2956.289510 = -1068432.529546
  nChanged 7
		SP:Iteration 36Q (114691.820000 sec): 3 clusters
  Score: Raw -1071390.457557 + Penalty 2956.289510 = -1068434.168047
  nChanged 13
		SP:Iteration 37Q (114692.140000 sec): 3 clusters
  Score: Raw -1071392.885385 + Penalty 2956.289510 = -1068436.595875
  nChanged 11
		SP:Iteration 38Q (114692.410000 sec): 3 clusters
  Score: Raw -1071394.252991 + Penalty 2956.289510 = -1068437.963481
  nChanged 8
		SP:Iteration 39Q (114692.640000 sec): 3 clusters
  Score: Raw -1071395.922186 + Penalty 2956.289510 = -1068439.632676
  nChanged 6
		SP:Iteration 40F (114692.860000 sec): 3 clusters
  Score: Raw -1071396.447243 + Penalty 2956.289510 = -1068440.157733
  nChanged 1
		SP:Iteration 41Q (114693.090000 sec): 3 clusters
  Score: Raw -1071396.566336 + Penalty 2956.289510 = -1068440.276826
  nChanged 2
		SP:Iteration 42Q (114693.370000 sec): 3 clusters
  Score: Raw -1071396.804026 + Penalty 2956.289510 = -1068440.514516
  nChanged 0
		SP:Iteration 43F (114693.570000 sec): 3 clusters
  Score: Raw -1071396.804026 + Penalty 2956.289510 = -1068440.514516
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114693.660000 sec): 2 clusters
  Score: Raw -261117.054568 + Penalty 1262.798401 = -259854.256166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114693.800000 sec): 3 clusters
  Score: Raw -259987.723153 + Penalty 2525.596803 = -257462.126350
  nChanged 889
		SP:Iteration 1F (114693.960000 sec): 3 clusters
  Score: Raw -260646.709528 + Penalty 2525.596803 = -258121.112725
  nChanged 243
		SP:Iteration 2F (114694.110000 sec): 3 clusters
  Score: Raw -260872.535944 + Penalty 2525.596803 = -258346.939141
  nChanged 171
		SP:Iteration 3F (114694.250000 sec): 3 clusters
  Score: Raw -261032.344337 + Penalty 2525.596803 = -258506.747534
  nChanged 114
		SP:Iteration 4Q (114694.350000 sec): 3 clusters
  Score: Raw -261154.465646 + Penalty 2525.596803 = -258628.868843
  nChanged 105
		SP:Iteration 5Q (114694.490000 sec): 3 clusters
  Score: Raw -261247.343445 + Penalty 2525.596803 = -258721.746642
  nChanged 84
		SP:Iteration 6Q (114694.630000 sec): 3 clusters
  Score: Raw -261328.622359 + Penalty 2525.596803 = -258803.025556
  nChanged 75
		SP:Iteration 7Q (114694.770000 sec): 3 clusters
  Score: Raw -261379.637069 + Penalty 2525.596803 = -258854.040267
  nChanged 45
		SP:Iteration 8Q (114694.910000 sec): 3 clusters
  Score: Raw -261410.998427 + Penalty 2525.596803 = -258885.401624
  nChanged 47
		SP:Iteration 9Q (114695.050000 sec): 3 clusters
  Score: Raw -261443.804550 + Penalty 2525.596803 = -258918.207747
  nChanged 38
		SP:Iteration 10Q (114695.190000 sec): 3 clusters
  Score: Raw -261474.430796 + Penalty 2525.596803 = -258948.833993
  nChanged 32
		SP:Iteration 11Q (114695.390000 sec): 3 clusters
  Score: Raw -261495.363159 + Penalty 2525.596803 = -258969.766356
  nChanged 26
		SP:Iteration 12Q (114695.500000 sec): 3 clusters
  Score: Raw -261508.251287 + Penalty 2525.596803 = -258982.654484
  nChanged 31
		SP:Iteration 13Q (114695.660000 sec): 3 clusters
  Score: Raw -261525.253708 + Penalty 2525.596803 = -258999.656905
  nChanged 14
		SP:Iteration 14Q (114695.870000 sec): 3 clusters
  Score: Raw -261533.668528 + Penalty 2525.596803 = -259008.071725
  nChanged 11
		SP:Iteration 15Q (114696.050000 sec): 3 clusters
  Score: Raw -261538.531224 + Penalty 2525.596803 = -259012.934421
  nChanged 14
		SP:Iteration 16Q (114696.190000 sec): 3 clusters
  Score: Raw -261545.405606 + Penalty 2525.596803 = -259019.808803
  nChanged 11
		SP:Iteration 17Q (114696.330000 sec): 3 clusters
  Score: Raw -261552.211099 + Penalty 2525.596803 = -259026.614296
  nChanged 16
		SP:Iteration 18Q (114696.510000 sec): 3 clusters
  Score: Raw -261560.113037 + Penalty 2525.596803 = -259034.516234
  nChanged 18
		SP:Iteration 19Q (114696.650000 sec): 3 clusters
  Score: Raw -261572.081379 + Penalty 2525.596803 = -259046.484576
  nChanged 14
		SP:Iteration 20F (114696.800000 sec): 3 clusters
  Score: Raw -261579.855354 + Penalty 2525.596803 = -259054.258551
  nChanged 19
		SP:Iteration 21Q (114697.000000 sec): 3 clusters
  Score: Raw -261594.510987 + Penalty 2525.596803 = -259068.914184
  nChanged 19
		SP:Iteration 22Q (114697.210000 sec): 3 clusters
  Score: Raw -261605.766872 + Penalty 2525.596803 = -259080.170069
  nChanged 13
		SP:Iteration 23Q (114697.420000 sec): 3 clusters
  Score: Raw -261614.672752 + Penalty 2525.596803 = -259089.075949
  nChanged 17
		SP:Iteration 24Q (114697.560000 sec): 3 clusters
  Score: Raw -261625.830302 + Penalty 2525.596803 = -259100.233499
  nChanged 22
		SP:Iteration 25Q (114697.810000 sec): 3 clusters
  Score: Raw -261647.204702 + Penalty 2525.596803 = -259121.607899
  nChanged 21
		SP:Iteration 26Q (114697.990000 sec): 3 clusters
  Score: Raw -261667.352393 + Penalty 2525.596803 = -259141.755590
  nChanged 22
		SP:Iteration 27Q (114698.160000 sec): 3 clusters
  Score: Raw -261684.413094 + Penalty 2525.596803 = -259158.816291
  nChanged 21
		SP:Iteration 28Q (114698.390000 sec): 3 clusters
  Score: Raw -261694.592540 + Penalty 2525.596803 = -259168.995737
  nChanged 15
		SP:Iteration 29Q (114698.570000 sec): 3 clusters
  Score: Raw -261704.915925 + Penalty 2525.596803 = -259179.319122
  nChanged 21
		SP:Iteration 30Q (114698.670000 sec): 3 clusters
  Score: Raw -261715.888407 + Penalty 2525.596803 = -259190.291604
  nChanged 13
		SP:Iteration 31Q (114698.850000 sec): 3 clusters
  Score: Raw -261722.180294 + Penalty 2525.596803 = -259196.583491
  nChanged 12
		SP:Iteration 32Q (114699.030000 sec): 3 clusters
  Score: Raw -261728.991658 + Penalty 2525.596803 = -259203.394855
  nChanged 10
		SP:Iteration 33Q (114699.210000 sec): 3 clusters
  Score: Raw -261733.925398 + Penalty 2525.596803 = -259208.328595
  nChanged 7
		SP:Iteration 34Q (114699.430000 sec): 3 clusters
  Score: Raw -261738.569860 + Penalty 2525.596803 = -259212.973057
  nChanged 4
		SP:Iteration 35Q (114699.620000 sec): 3 clusters
  Score: Raw -261739.935698 + Penalty 2525.596803 = -259214.338895
  nChanged 7
		SP:Iteration 36Q (114699.800000 sec): 3 clusters
  Score: Raw -261742.415790 + Penalty 2525.596803 = -259216.818987
  nChanged 8
		SP:Iteration 37Q (114699.970000 sec): 3 clusters
  Score: Raw -261746.316446 + Penalty 2525.596803 = -259220.719643
  nChanged 9
		SP:Iteration 38Q (114700.210000 sec): 3 clusters
  Score: Raw -261748.994303 + Penalty 2525.596803 = -259223.397500
  nChanged 4
		SP:Iteration 39Q (114700.410000 sec): 3 clusters
  Score: Raw -261750.146562 + Penalty 2525.596803 = -259224.549759
  nChanged 1
		SP:Iteration 40F (114700.580000 sec): 3 clusters
  Score: Raw -261750.569315 + Penalty 2525.596803 = -259224.972512
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114700.680000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114700.860000 sec): 3 clusters
  Score: Raw -71918.942493 + Penalty 2084.906512 = -69834.035981
  nChanged 161
		SP:Iteration 1F (114701.050000 sec): 3 clusters
  Score: Raw -72098.972504 + Penalty 2084.906512 = -70014.065992
  nChanged 60
		SP:Iteration 2F (114701.280000 sec): 3 clusters
  Score: Raw -72222.859109 + Penalty 2084.906512 = -70137.952598
  nChanged 45
		SP:Iteration 3F (114701.540000 sec): 3 clusters
  Score: Raw -72388.845247 + Penalty 2084.906512 = -70303.938736
  nChanged 45
		SP:Iteration 4F (114701.670000 sec): 3 clusters
  Score: Raw -72629.359807 + Penalty 2084.906512 = -70544.453295
  nChanged 31
		SP:Iteration 5F (114701.860000 sec): 3 clusters
  Score: Raw -72723.838569 + Penalty 2084.906512 = -70638.932057
  nChanged 28
		SP:Iteration 6Q (114702.060000 sec): 3 clusters
  Score: Raw -72792.610458 + Penalty 2084.906512 = -70707.703946
  nChanged 23
		SP:Iteration 7Q (114702.210000 sec): 3 clusters
  Score: Raw -72840.662572 + Penalty 2084.906512 = -70755.756060
  nChanged 7
		SP:Iteration 8Q (114702.470000 sec): 3 clusters
  Score: Raw -72861.148976 + Penalty 2084.906512 = -70776.242465
  nChanged 3
		SP:Iteration 9Q (114702.690000 sec): 3 clusters
  Score: Raw -72865.481881 + Penalty 2084.906512 = -70780.575369
  nChanged 1
		SP:Iteration 10Q (114702.890000 sec): 3 clusters
  Score: Raw -72867.320021 + Penalty 2084.906512 = -70782.413510
  nChanged 1
		SP:Iteration 11Q (114703.050000 sec): 3 clusters
  Score: Raw -72868.191036 + Penalty 2084.906512 = -70783.284525
  nChanged 0
		SP:Iteration 12F (114703.260000 sec): 3 clusters
  Score: Raw -72868.191036 + Penalty 2084.906512 = -70783.284525
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114703.380000 sec): 2 clusters
  Score: Raw -834359.294782 + Penalty 1442.619902 = -832916.674880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114703.610000 sec): 3 clusters
  Score: Raw -830475.495328 + Penalty 2885.239803 = -827590.255524
  nChanged 3014
		SP:Iteration 1F (114703.790000 sec): 3 clusters
  Score: Raw -832081.316888 + Penalty 2885.239803 = -829196.077085
  nChanged 451
		SP:Iteration 2F (114703.970000 sec): 3 clusters
  Score: Raw -832308.508069 + Penalty 2885.239803 = -829423.268266
  nChanged 368
		SP:Iteration 3F (114704.240000 sec): 3 clusters
  Score: Raw -832501.880046 + Penalty 2885.239803 = -829616.640242
  nChanged 338
		SP:Iteration 4Q (114704.430000 sec): 3 clusters
  Score: Raw -832676.204162 + Penalty 2885.239803 = -829790.964358
  nChanged 308
		SP:Iteration 5Q (114704.700000 sec): 3 clusters
  Score: Raw -832822.095142 + Penalty 2885.239803 = -829936.855338
  nChanged 279
		SP:Iteration 6Q (114704.910000 sec): 3 clusters
  Score: Raw -832978.541226 + Penalty 2885.239803 = -830093.301423
  nChanged 297
		SP:Iteration 7Q (114705.160000 sec): 3 clusters
  Score: Raw -833154.697268 + Penalty 2885.239803 = -830269.457464
  nChanged 305
		SP:Iteration 8Q (114705.370000 sec): 3 clusters
  Score: Raw -833334.161251 + Penalty 2885.239803 = -830448.921448
  nChanged 283
		SP:Iteration 9Q (114705.580000 sec): 3 clusters
  Score: Raw -833493.086123 + Penalty 2885.239803 = -830607.846319
  nChanged 252
		SP:Iteration 10Q (114705.780000 sec): 3 clusters
  Score: Raw -833646.330677 + Penalty 2885.239803 = -830761.090873
  nChanged 223
		SP:Iteration 11Q (114706.090000 sec): 3 clusters
  Score: Raw -833795.061937 + Penalty 2885.239803 = -830909.822133
  nChanged 215
		SP:Iteration 12Q (114706.330000 sec): 3 clusters
  Score: Raw -833931.463489 + Penalty 2885.239803 = -831046.223686
  nChanged 200
		SP:Iteration 13Q (114706.610000 sec): 3 clusters
  Score: Raw -834066.027658 + Penalty 2885.239803 = -831180.787855
  nChanged 166
		SP:Iteration 14Q (114706.780000 sec): 3 clusters
  Score: Raw -834172.891202 + Penalty 2885.239803 = -831287.651398
  nChanged 141
		SP:Iteration 15Q (114707.010000 sec): 3 clusters
  Score: Raw -834259.120003 + Penalty 2885.239803 = -831373.880199
  nChanged 115
		SP:Iteration 16Q (114707.300000 sec): 3 clusters
  Score: Raw -834319.620989 + Penalty 2885.239803 = -831434.381185
  nChanged 104
		SP:Iteration 17Q (114707.530000 sec): 3 clusters
  Score: Raw -834366.145155 + Penalty 2885.239803 = -831480.905352
  nChanged 78
		SP:Iteration 18Q (114707.810000 sec): 3 clusters
  Score: Raw -834402.502757 + Penalty 2885.239803 = -831517.262953
  nChanged 58
		SP:Iteration 19Q (114708.030000 sec): 3 clusters
  Score: Raw -834445.994317 + Penalty 2885.239803 = -831560.754513
  nChanged 62
		SP:Iteration 20F (114708.250000 sec): 3 clusters
  Score: Raw -834500.898076 + Penalty 2885.239803 = -831615.658272
  nChanged 61
		SP:Iteration 21Q (114708.480000 sec): 3 clusters
  Score: Raw -834543.211853 + Penalty 2885.239803 = -831657.972050
  nChanged 50
		SP:Iteration 22Q (114708.710000 sec): 3 clusters
  Score: Raw -834568.972277 + Penalty 2885.239803 = -831683.732474
  nChanged 48
		SP:Iteration 23Q (114708.920000 sec): 3 clusters
  Score: Raw -834588.439006 + Penalty 2885.239803 = -831703.199203
  nChanged 43
		SP:Iteration 24Q (114709.190000 sec): 3 clusters
  Score: Raw -834605.808827 + Penalty 2885.239803 = -831720.569023
  nChanged 41
		SP:Iteration 25Q (114709.460000 sec): 3 clusters
  Score: Raw -834621.005647 + Penalty 2885.239803 = -831735.765844
  nChanged 37
		SP:Iteration 26Q (114709.750000 sec): 3 clusters
  Score: Raw -834636.006874 + Penalty 2885.239803 = -831750.767071
  nChanged 33
		SP:Iteration 27Q (114710.000000 sec): 3 clusters
  Score: Raw -834647.985839 + Penalty 2885.239803 = -831762.746035
  nChanged 29
		SP:Iteration 28Q (114710.300000 sec): 3 clusters
  Score: Raw -834656.523015 + Penalty 2885.239803 = -831771.283212
  nChanged 22
		SP:Iteration 29Q (114710.530000 sec): 3 clusters
  Score: Raw -834661.635047 + Penalty 2885.239803 = -831776.395244
  nChanged 10
		SP:Iteration 30Q (114710.750000 sec): 3 clusters
  Score: Raw -834664.635343 + Penalty 2885.239803 = -831779.395540
  nChanged 14
		SP:Iteration 31Q (114710.980000 sec): 3 clusters
  Score: Raw -834667.557021 + Penalty 2885.239803 = -831782.317217
  nChanged 9
		SP:Iteration 32Q (114711.240000 sec): 3 clusters
  Score: Raw -834669.929395 + Penalty 2885.239803 = -831784.689592
  nChanged 12
		SP:Iteration 33Q (114711.510000 sec): 3 clusters
  Score: Raw -834674.137291 + Penalty 2885.239803 = -831788.897487
  nChanged 11
		SP:Iteration 34Q (114711.710000 sec): 3 clusters
  Score: Raw -834677.653963 + Penalty 2885.239803 = -831792.414159
  nChanged 9
		SP:Iteration 35Q (114711.980000 sec): 3 clusters
  Score: Raw -834680.113621 + Penalty 2885.239803 = -831794.873817
  nChanged 4
		SP:Iteration 36Q (114712.210000 sec): 3 clusters
  Score: Raw -834681.217752 + Penalty 2885.239803 = -831795.977949
  nChanged 4
		SP:Iteration 37Q (114712.430000 sec): 3 clusters
  Score: Raw -834681.879055 + Penalty 2885.239803 = -831796.639252
  nChanged 9
		SP:Iteration 38Q (114712.710000 sec): 3 clusters
  Score: Raw -834683.447649 + Penalty 2885.239803 = -831798.207846
  nChanged 8
		SP:Iteration 39Q (114712.890000 sec): 3 clusters
  Score: Raw -834685.228073 + Penalty 2885.239803 = -831799.988269
  nChanged 6
		SP:Iteration 40F (114713.060000 sec): 3 clusters
  Score: Raw -834686.974906 + Penalty 2885.239803 = -831801.735103
  nChanged 8
		SP:Iteration 41Q (114713.250000 sec): 3 clusters
  Score: Raw -834690.041485 + Penalty 2885.239803 = -831804.801682
  nChanged 13
		SP:Iteration 42Q (114713.510000 sec): 3 clusters
  Score: Raw -834694.065959 + Penalty 2885.239803 = -831808.826156
  nChanged 12
		SP:Iteration 43Q (114713.700000 sec): 3 clusters
  Score: Raw -834696.762355 + Penalty 2885.239803 = -831811.522551
  nChanged 5
		SP:Iteration 44Q (114713.900000 sec): 3 clusters
  Score: Raw -834697.626618 + Penalty 2885.239803 = -831812.386814
  nChanged 2
		SP:Iteration 45Q (114714.130000 sec): 3 clusters
  Score: Raw -834697.961784 + Penalty 2885.239803 = -831812.721981
  nChanged 1
		SP:Iteration 46Q (114714.390000 sec): 3 clusters
  Score: Raw -834698.251915 + Penalty 2885.239803 = -831813.012111
  nChanged 3
		SP:Iteration 47Q (114714.630000 sec): 3 clusters
  Score: Raw -834699.005965 + Penalty 2885.239803 = -831813.766162
  nChanged 2
		SP:Iteration 48Q (114714.830000 sec): 3 clusters
  Score: Raw -834699.368664 + Penalty 2885.239803 = -831814.128860
  nChanged 3
		SP:Iteration 49Q (114715.090000 sec): 3 clusters
  Score: Raw -834700.139299 + Penalty 2885.239803 = -831814.899495
  nChanged 1
		SP:Iteration 50Q (114715.330000 sec): 3 clusters
  Score: Raw -834700.434108 + Penalty 2885.239803 = -831815.194304
  nChanged 1
		SP:Iteration 51Q (114715.610000 sec): 3 clusters
  Score: Raw -834700.634246 + Penalty 2885.239803 = -831815.394443
  nChanged 0
		SP:Iteration 52F (114715.820000 sec): 3 clusters
  Score: Raw -834700.634246 + Penalty 2885.239803 = -831815.394443
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114716.020000 sec): 2 clusters
  Score: Raw -706768.808915 + Penalty 1416.143904 = -705352.665011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114716.240000 sec): 3 clusters
  Score: Raw -703579.470746 + Penalty 2832.287807 = -700747.182939
  nChanged 2473
		SP:Iteration 1F (114716.440000 sec): 3 clusters
  Score: Raw -705116.504199 + Penalty 2832.287807 = -702284.216392
  nChanged 462
		SP:Iteration 2F (114716.660000 sec): 3 clusters
  Score: Raw -705417.559783 + Penalty 2832.287807 = -702585.271976
  nChanged 378
		SP:Iteration 3F (114716.900000 sec): 3 clusters
  Score: Raw -705680.579198 + Penalty 2832.287807 = -702848.291391
  nChanged 342
		SP:Iteration 4F (114717.110000 sec): 3 clusters
  Score: Raw -705927.108475 + Penalty 2832.287807 = -703094.820668
  nChanged 322
		SP:Iteration 5F (114717.320000 sec): 3 clusters
  Score: Raw -706132.047922 + Penalty 2832.287807 = -703299.760115
  nChanged 232
		SP:Iteration 6Q (114717.490000 sec): 3 clusters
  Score: Raw -706279.370382 + Penalty 2832.287807 = -703447.082575
  nChanged 216
		SP:Iteration 7Q (114717.690000 sec): 3 clusters
  Score: Raw -706402.693874 + Penalty 2832.287807 = -703570.406067
  nChanged 162
		SP:Iteration 8Q (114717.880000 sec): 3 clusters
  Score: Raw -706475.885445 + Penalty 2832.287807 = -703643.597638
  nChanged 138
		SP:Iteration 9Q (114718.020000 sec): 3 clusters
  Score: Raw -706537.470054 + Penalty 2832.287807 = -703705.182247
  nChanged 114
		SP:Iteration 10Q (114718.250000 sec): 3 clusters
  Score: Raw -706589.110808 + Penalty 2832.287807 = -703756.823001
  nChanged 118
		SP:Iteration 11Q (114718.410000 sec): 3 clusters
  Score: Raw -706645.283591 + Penalty 2832.287807 = -703812.995784
  nChanged 106
		SP:Iteration 12Q (114718.620000 sec): 3 clusters
  Score: Raw -706687.480753 + Penalty 2832.287807 = -703855.192946
  nChanged 89
		SP:Iteration 13Q (114718.810000 sec): 3 clusters
  Score: Raw -706730.320680 + Penalty 2832.287807 = -703898.032873
  nChanged 98
		SP:Iteration 14Q (114718.970000 sec): 3 clusters
  Score: Raw -706782.789197 + Penalty 2832.287807 = -703950.501390
  nChanged 106
		SP:Iteration 15Q (114719.180000 sec): 3 clusters
  Score: Raw -706849.455258 + Penalty 2832.287807 = -704017.167451
  nChanged 99
		SP:Iteration 16Q (114719.410000 sec): 3 clusters
  Score: Raw -706915.211276 + Penalty 2832.287807 = -704082.923469
  nChanged 81
		SP:Iteration 17Q (114719.650000 sec): 3 clusters
  Score: Raw -706963.338320 + Penalty 2832.287807 = -704131.050513
  nChanged 71
		SP:Iteration 18Q (114719.840000 sec): 3 clusters
  Score: Raw -707007.196600 + Penalty 2832.287807 = -704174.908793
  nChanged 77
		SP:Iteration 19Q (114720.090000 sec): 3 clusters
  Score: Raw -707055.630477 + Penalty 2832.287807 = -704223.342670
  nChanged 72
		SP:Iteration 20F (114720.250000 sec): 3 clusters
  Score: Raw -707094.994155 + Penalty 2832.287807 = -704262.706348
  nChanged 66
		SP:Iteration 21Q (114720.470000 sec): 3 clusters
  Score: Raw -707136.743113 + Penalty 2832.287807 = -704304.455306
  nChanged 67
		SP:Iteration 22Q (114720.670000 sec): 3 clusters
  Score: Raw -707180.640932 + Penalty 2832.287807 = -704348.353125
  nChanged 53
		SP:Iteration 23Q (114720.860000 sec): 3 clusters
  Score: Raw -707207.137336 + Penalty 2832.287807 = -704374.849529
  nChanged 51
		SP:Iteration 24Q (114721.070000 sec): 3 clusters
  Score: Raw -707234.706142 + Penalty 2832.287807 = -704402.418335
  nChanged 48
		SP:Iteration 25Q (114721.270000 sec): 3 clusters
  Score: Raw -707253.867313 + Penalty 2832.287807 = -704421.579506
  nChanged 35
		SP:Iteration 26Q (114721.490000 sec): 3 clusters
  Score: Raw -707270.806267 + Penalty 2832.287807 = -704438.518460
  nChanged 40
		SP:Iteration 27Q (114721.700000 sec): 3 clusters
  Score: Raw -707289.083019 + Penalty 2832.287807 = -704456.795212
  nChanged 40
		SP:Iteration 28Q (114721.920000 sec): 3 clusters
  Score: Raw -707308.184785 + Penalty 2832.287807 = -704475.896978
  nChanged 38
		SP:Iteration 29Q (114722.150000 sec): 3 clusters
  Score: Raw -707325.677529 + Penalty 2832.287807 = -704493.389722
  nChanged 27
		SP:Iteration 30Q (114722.360000 sec): 3 clusters
  Score: Raw -707340.294495 + Penalty 2832.287807 = -704508.006688
  nChanged 32
		SP:Iteration 31Q (114722.590000 sec): 3 clusters
  Score: Raw -707357.887408 + Penalty 2832.287807 = -704525.599601
  nChanged 33
		SP:Iteration 32Q (114722.810000 sec): 3 clusters
  Score: Raw -707375.623002 + Penalty 2832.287807 = -704543.335195
  nChanged 35
		SP:Iteration 33Q (114723.010000 sec): 3 clusters
  Score: Raw -707398.238671 + Penalty 2832.287807 = -704565.950864
  nChanged 30
		SP:Iteration 34Q (114723.230000 sec): 3 clusters
  Score: Raw -707417.483816 + Penalty 2832.287807 = -704585.196009
  nChanged 32
		SP:Iteration 35Q (114723.430000 sec): 3 clusters
  Score: Raw -707438.551040 + Penalty 2832.287807 = -704606.263233
  nChanged 29
		SP:Iteration 36Q (114723.660000 sec): 3 clusters
  Score: Raw -707451.767367 + Penalty 2832.287807 = -704619.479559
  nChanged 23
		SP:Iteration 37Q (114723.900000 sec): 3 clusters
  Score: Raw -707458.318686 + Penalty 2832.287807 = -704626.030879
  nChanged 8
		SP:Iteration 38Q (114724.120000 sec): 3 clusters
  Score: Raw -707460.840212 + Penalty 2832.287807 = -704628.552405
  nChanged 4
		SP:Iteration 39Q (114724.370000 sec): 3 clusters
  Score: Raw -707461.693050 + Penalty 2832.287807 = -704629.405243
  nChanged 4
		SP:Iteration 40F (114724.560000 sec): 3 clusters
  Score: Raw -707462.566537 + Penalty 2832.287807 = -704630.278729
  nChanged 1
		SP:Iteration 41Q (114724.780000 sec): 3 clusters
  Score: Raw -707462.704295 + Penalty 2832.287807 = -704630.416488
  nChanged 0
		SP:Iteration 42F (114724.990000 sec): 3 clusters
  Score: Raw -707462.704295 + Penalty 2832.287807 = -704630.416488
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114725.200000 sec): 2 clusters
  Score: Raw -1841024.046984 + Penalty 1574.893904 = -1839449.153080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114725.530000 sec): 3 clusters
  Score: Raw -1831471.216362 + Penalty 3149.787808 = -1828321.428554
  nChanged 7212
		SP:Iteration 1F (114725.770000 sec): 3 clusters
  Score: Raw -1835506.961645 + Penalty 3149.787808 = -1832357.173838
  nChanged 986
		SP:Iteration 2F (114726.060000 sec): 3 clusters
  Score: Raw -1835960.970250 + Penalty 3149.787808 = -1832811.182443
  nChanged 919
		SP:Iteration 3F (114726.390000 sec): 3 clusters
  Score: Raw -1836375.609042 + Penalty 3149.787808 = -1833225.821235
  nChanged 858
		SP:Iteration 4F (114726.670000 sec): 3 clusters
  Score: Raw -1836738.976850 + Penalty 3149.787808 = -1833589.189042
  nChanged 763
		SP:Iteration 5Q (114726.950000 sec): 3 clusters
  Score: Raw -1837065.236125 + Penalty 3149.787808 = -1833915.448318
  nChanged 692
		SP:Iteration 6Q (114727.230000 sec): 3 clusters
  Score: Raw -1837374.692359 + Penalty 3149.787808 = -1834224.904551
  nChanged 647
		SP:Iteration 7Q (114727.500000 sec): 3 clusters
  Score: Raw -1837655.076017 + Penalty 3149.787808 = -1834505.288209
  nChanged 607
		SP:Iteration 8Q (114727.810000 sec): 3 clusters
  Score: Raw -1837959.368100 + Penalty 3149.787808 = -1834809.580292
  nChanged 619
		SP:Iteration 9Q (114728.050000 sec): 3 clusters
  Score: Raw -1838299.175355 + Penalty 3149.787808 = -1835149.387547
  nChanged 634
		SP:Iteration 10Q (114728.330000 sec): 3 clusters
  Score: Raw -1838684.913837 + Penalty 3149.787808 = -1835535.126029
  nChanged 619
		SP:Iteration 11Q (114728.570000 sec): 3 clusters
  Score: Raw -1839054.781962 + Penalty 3149.787808 = -1835904.994155
  nChanged 573
		SP:Iteration 12Q (114728.900000 sec): 3 clusters
  Score: Raw -1839389.825501 + Penalty 3149.787808 = -1836240.037693
  nChanged 469
		SP:Iteration 13Q (114729.170000 sec): 3 clusters
  Score: Raw -1839647.331425 + Penalty 3149.787808 = -1836497.543618
  nChanged 381
		SP:Iteration 14Q (114729.500000 sec): 3 clusters
  Score: Raw -1839827.445176 + Penalty 3149.787808 = -1836677.657369
  nChanged 321
		SP:Iteration 15Q (114729.790000 sec): 3 clusters
  Score: Raw -1839972.732374 + Penalty 3149.787808 = -1836822.944567
  nChanged 282
		SP:Iteration 16Q (114730.070000 sec): 3 clusters
  Score: Raw -1840103.398083 + Penalty 3149.787808 = -1836953.610275
  nChanged 269
		SP:Iteration 17Q (114730.340000 sec): 3 clusters
  Score: Raw -1840225.565327 + Penalty 3149.787808 = -1837075.777520
  nChanged 270
		SP:Iteration 18Q (114730.610000 sec): 3 clusters
  Score: Raw -1840362.196220 + Penalty 3149.787808 = -1837212.408413
  nChanged 255
		SP:Iteration 19Q (114730.950000 sec): 3 clusters
  Score: Raw -1840487.634999 + Penalty 3149.787808 = -1837337.847192
  nChanged 244
		SP:Iteration 20F (114731.260000 sec): 3 clusters
  Score: Raw -1840604.178961 + Penalty 3149.787808 = -1837454.391154
  nChanged 235
		SP:Iteration 21Q (114731.520000 sec): 3 clusters
  Score: Raw -1840718.125271 + Penalty 3149.787808 = -1837568.337463
  nChanged 225
		SP:Iteration 22Q (114731.820000 sec): 3 clusters
  Score: Raw -1840829.515210 + Penalty 3149.787808 = -1837679.727403
  nChanged 207
		SP:Iteration 23Q (114732.110000 sec): 3 clusters
  Score: Raw -1840933.895112 + Penalty 3149.787808 = -1837784.107304
  nChanged 207
		SP:Iteration 24Q (114732.370000 sec): 3 clusters
  Score: Raw -1841037.366950 + Penalty 3149.787808 = -1837887.579142
  nChanged 188
		SP:Iteration 25Q (114732.720000 sec): 3 clusters
  Score: Raw -1841125.679094 + Penalty 3149.787808 = -1837975.891287
  nChanged 169
		SP:Iteration 26Q (114732.990000 sec): 3 clusters
  Score: Raw -1841198.439605 + Penalty 3149.787808 = -1838048.651797
  nChanged 170
		SP:Iteration 27Q (114733.280000 sec): 3 clusters
  Score: Raw -1841278.250085 + Penalty 3149.787808 = -1838128.462277
  nChanged 169
		SP:Iteration 28Q (114733.520000 sec): 3 clusters
  Score: Raw -1841359.253436 + Penalty 3149.787808 = -1838209.465629
  nChanged 152
		SP:Iteration 29Q (114733.770000 sec): 3 clusters
  Score: Raw -1841428.554055 + Penalty 3149.787808 = -1838278.766247
  nChanged 112
		SP:Iteration 30Q (114734.010000 sec): 3 clusters
  Score: Raw -1841481.058381 + Penalty 3149.787808 = -1838331.270573
  nChanged 101
		SP:Iteration 31Q (114734.250000 sec): 3 clusters
  Score: Raw -1841524.740723 + Penalty 3149.787808 = -1838374.952915
  nChanged 99
		SP:Iteration 32Q (114734.510000 sec): 3 clusters
  Score: Raw -1841578.287156 + Penalty 3149.787808 = -1838428.499348
  nChanged 93
		SP:Iteration 33Q (114734.810000 sec): 3 clusters
  Score: Raw -1841631.058570 + Penalty 3149.787808 = -1838481.270762
  nChanged 83
		SP:Iteration 34Q (114735.100000 sec): 3 clusters
  Score: Raw -1841685.014096 + Penalty 3149.787808 = -1838535.226288
  nChanged 92
		SP:Iteration 35Q (114735.300000 sec): 3 clusters
  Score: Raw -1841735.940739 + Penalty 3149.787808 = -1838586.152931
  nChanged 85
		SP:Iteration 36Q (114735.570000 sec): 3 clusters
  Score: Raw -1841787.125610 + Penalty 3149.787808 = -1838637.337802
  nChanged 71
		SP:Iteration 37Q (114735.800000 sec): 3 clusters
  Score: Raw -1841821.777276 + Penalty 3149.787808 = -1838671.989469
  nChanged 58
		SP:Iteration 38Q (114736.020000 sec): 3 clusters
  Score: Raw -1841845.059335 + Penalty 3149.787808 = -1838695.271527
  nChanged 33
		SP:Iteration 39Q (114736.310000 sec): 3 clusters
  Score: Raw -1841856.071729 + Penalty 3149.787808 = -1838706.283922
  nChanged 33
		SP:Iteration 40F (114736.600000 sec): 3 clusters
  Score: Raw -1841864.243842 + Penalty 3149.787808 = -1838714.456034
  nChanged 23
		SP:Iteration 41Q (114736.810000 sec): 3 clusters
  Score: Raw -1841869.560366 + Penalty 3149.787808 = -1838719.772558
  nChanged 8
		SP:Iteration 42Q (114737.090000 sec): 3 clusters
  Score: Raw -1841870.428586 + Penalty 3149.787808 = -1838720.640779
  nChanged 1
		SP:Iteration 43Q (114737.330000 sec): 3 clusters
  Score: Raw -1841870.513025 + Penalty 3149.787808 = -1838720.725217
  nChanged 4
		SP:Iteration 44Q (114737.660000 sec): 3 clusters
  Score: Raw -1841871.325254 + Penalty 3149.787808 = -1838721.537447
  nChanged 7
		SP:Iteration 45Q (114737.950000 sec): 3 clusters
  Score: Raw -1841871.924361 + Penalty 3149.787808 = -1838722.136553
  nChanged 4
		SP:Iteration 46Q (114738.190000 sec): 3 clusters
  Score: Raw -1841872.800559 + Penalty 3149.787808 = -1838723.012751
  nChanged 5
		SP:Iteration 47Q (114738.470000 sec): 3 clusters
  Score: Raw -1841873.866843 + Penalty 3149.787808 = -1838724.079035
  nChanged 4
		SP:Iteration 48Q (114738.750000 sec): 3 clusters
  Score: Raw -1841874.562721 + Penalty 3149.787808 = -1838724.774914
  nChanged 3
		SP:Iteration 49Q (114739.040000 sec): 3 clusters
  Score: Raw -1841874.875281 + Penalty 3149.787808 = -1838725.087473
  nChanged 1
		SP:Iteration 50Q (114739.310000 sec): 3 clusters
  Score: Raw -1841874.998618 + Penalty 3149.787808 = -1838725.210810
  nChanged 1
		SP:Iteration 51Q (114739.540000 sec): 3 clusters
  Score: Raw -1841875.174919 + Penalty 3149.787808 = -1838725.387112
  nChanged 1
		SP:Iteration 52Q (114739.870000 sec): 3 clusters
  Score: Raw -1841875.371483 + Penalty 3149.787808 = -1838725.583675
  nChanged 0
		SP:Iteration 53F (114740.140000 sec): 3 clusters
  Score: Raw -1841875.371483 + Penalty 3149.787808 = -1838725.583675
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (21235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114740.370000 sec): 2 clusters
  Score: Raw -2442470.317542 + Penalty 1619.053482 = -2440851.264060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114740.780000 sec): 3 clusters
  Score: Raw -2429626.227178 + Penalty 3238.106964 = -2426388.120214
  nChanged 9692
		SP:Iteration 1F (114741.090000 sec): 3 clusters
  Score: Raw -2435064.810651 + Penalty 3238.106964 = -2431826.703687
  nChanged 1145
		SP:Iteration 2F (114741.450000 sec): 3 clusters
  Score: Raw -2435524.250199 + Penalty 3238.106964 = -2432286.143236
  nChanged 1114
		SP:Iteration 3F (114741.780000 sec): 3 clusters
  Score: Raw -2435991.213079 + Penalty 3238.106964 = -2432753.106115
  nChanged 1045
		SP:Iteration 4Q (114742.110000 sec): 3 clusters
  Score: Raw -2436459.735765 + Penalty 3238.106964 = -2433221.628801
  nChanged 1051
		SP:Iteration 5Q (114742.440000 sec): 3 clusters
  Score: Raw -2436967.156074 + Penalty 3238.106964 = -2433729.049110
  nChanged 1014
		SP:Iteration 6Q (114742.730000 sec): 3 clusters
  Score: Raw -2437475.497257 + Penalty 3238.106964 = -2434237.390293
  nChanged 1006
		SP:Iteration 7Q (114743.080000 sec): 3 clusters
  Score: Raw -2438041.913546 + Penalty 3238.106964 = -2434803.806582
  nChanged 1000
		SP:Iteration 8Q (114743.440000 sec): 3 clusters
  Score: Raw -2438669.661465 + Penalty 3238.106964 = -2435431.554501
  nChanged 889
		SP:Iteration 9Q (114743.770000 sec): 3 clusters
  Score: Raw -2439238.347776 + Penalty 3238.106964 = -2436000.240812
  nChanged 785
		SP:Iteration 10Q (114744.100000 sec): 3 clusters
  Score: Raw -2439687.974099 + Penalty 3238.106964 = -2436449.867135
  nChanged 663
		SP:Iteration 11Q (114744.390000 sec): 3 clusters
  Score: Raw -2440035.039446 + Penalty 3238.106964 = -2436796.932482
  nChanged 587
		SP:Iteration 12Q (114744.700000 sec): 3 clusters
  Score: Raw -2440309.504785 + Penalty 3238.106964 = -2437071.397821
  nChanged 474
		SP:Iteration 13Q (114744.970000 sec): 3 clusters
  Score: Raw -2440490.688489 + Penalty 3238.106964 = -2437252.581525
  nChanged 338
		SP:Iteration 14Q (114745.320000 sec): 3 clusters
  Score: Raw -2440605.100498 + Penalty 3238.106964 = -2437366.993534
  nChanged 289
		SP:Iteration 15Q (114745.620000 sec): 3 clusters
  Score: Raw -2440710.206832 + Penalty 3238.106964 = -2437472.099868
  nChanged 290
		SP:Iteration 16Q (114745.940000 sec): 3 clusters
  Score: Raw -2440801.357468 + Penalty 3238.106964 = -2437563.250504
  nChanged 246
		SP:Iteration 17Q (114746.230000 sec): 3 clusters
  Score: Raw -2440881.550199 + Penalty 3238.106964 = -2437643.443235
  nChanged 240
		SP:Iteration 18Q (114746.560000 sec): 3 clusters
  Score: Raw -2440962.573281 + Penalty 3238.106964 = -2437724.466317
  nChanged 252
		SP:Iteration 19Q (114746.920000 sec): 3 clusters
  Score: Raw -2441046.757984 + Penalty 3238.106964 = -2437808.651020
  nChanged 253
		SP:Iteration 20F (114747.200000 sec): 3 clusters
  Score: Raw -2441131.526314 + Penalty 3238.106964 = -2437893.419350
  nChanged 246
		SP:Iteration 21Q (114747.510000 sec): 3 clusters
  Score: Raw -2441218.401346 + Penalty 3238.106964 = -2437980.294382
  nChanged 241
		SP:Iteration 22Q (114747.750000 sec): 3 clusters
  Score: Raw -2441308.474905 + Penalty 3238.106964 = -2438070.367941
  nChanged 249
		SP:Iteration 23Q (114748.040000 sec): 3 clusters
  Score: Raw -2441400.350131 + Penalty 3238.106964 = -2438162.243167
  nChanged 245
		SP:Iteration 24Q (114748.320000 sec): 3 clusters
  Score: Raw -2441489.415886 + Penalty 3238.106964 = -2438251.308922
  nChanged 243
		SP:Iteration 25Q (114748.560000 sec): 3 clusters
  Score: Raw -2441580.710799 + Penalty 3238.106964 = -2438342.603835
  nChanged 239
		SP:Iteration 26Q (114748.870000 sec): 3 clusters
  Score: Raw -2441673.778491 + Penalty 3238.106964 = -2438435.671528
  nChanged 228
		SP:Iteration 27Q (114749.160000 sec): 3 clusters
  Score: Raw -2441775.606962 + Penalty 3238.106964 = -2438537.499998
  nChanged 240
		SP:Iteration 28Q (114749.410000 sec): 3 clusters
  Score: Raw -2441881.973567 + Penalty 3238.106964 = -2438643.866604
  nChanged 208
		SP:Iteration 29Q (114749.720000 sec): 3 clusters
  Score: Raw -2441975.295463 + Penalty 3238.106964 = -2438737.188499
  nChanged 190
		SP:Iteration 30Q (114749.990000 sec): 3 clusters
  Score: Raw -2442062.752747 + Penalty 3238.106964 = -2438824.645783
  nChanged 204
		SP:Iteration 31Q (114750.300000 sec): 3 clusters
  Score: Raw -2442156.399083 + Penalty 3238.106964 = -2438918.292119
  nChanged 173
		SP:Iteration 32Q (114750.600000 sec): 3 clusters
  Score: Raw -2442234.075369 + Penalty 3238.106964 = -2438995.968405
  nChanged 163
		SP:Iteration 33Q (114750.860000 sec): 3 clusters
  Score: Raw -2442302.095442 + Penalty 3238.106964 = -2439063.988478
  nChanged 134
		SP:Iteration 34Q (114751.150000 sec): 3 clusters
  Score: Raw -2442353.236411 + Penalty 3238.106964 = -2439115.129447
  nChanged 121
		SP:Iteration 35Q (114751.460000 sec): 3 clusters
  Score: Raw -2442403.030298 + Penalty 3238.106964 = -2439164.923334
  nChanged 128
		SP:Iteration 36Q (114751.780000 sec): 3 clusters
  Score: Raw -2442455.498935 + Penalty 3238.106964 = -2439217.391971
  nChanged 129
		SP:Iteration 37Q (114752.080000 sec): 3 clusters
  Score: Raw -2442515.917116 + Penalty 3238.106964 = -2439277.810152
  nChanged 129
		SP:Iteration 38Q (114752.360000 sec): 3 clusters
  Score: Raw -2442574.617024 + Penalty 3238.106964 = -2439336.510060
  nChanged 122
		SP:Iteration 39Q (114752.660000 sec): 3 clusters
  Score: Raw -2442626.643810 + Penalty 3238.106964 = -2439388.536846
  nChanged 95
		SP:Iteration 40F (114752.970000 sec): 3 clusters
  Score: Raw -2442663.771445 + Penalty 3238.106964 = -2439425.664481
  nChanged 78
		SP:Iteration 41Q (114753.200000 sec): 3 clusters
  Score: Raw -2442692.447496 + Penalty 3238.106964 = -2439454.340532
  nChanged 66
		SP:Iteration 42Q (114753.460000 sec): 3 clusters
  Score: Raw -2442716.950883 + Penalty 3238.106964 = -2439478.843919
  nChanged 71
		SP:Iteration 43Q (114753.740000 sec): 3 clusters
  Score: Raw -2442748.816524 + Penalty 3238.106964 = -2439510.709560
  nChanged 69
		SP:Iteration 44Q (114754.000000 sec): 3 clusters
  Score: Raw -2442773.215612 + Penalty 3238.106964 = -2439535.108648
  nChanged 58
		SP:Iteration 45Q (114754.240000 sec): 3 clusters
  Score: Raw -2442793.895595 + Penalty 3238.106964 = -2439555.788631
  nChanged 47
		SP:Iteration 46Q (114754.560000 sec): 3 clusters
  Score: Raw -2442809.378971 + Penalty 3238.106964 = -2439571.272007
  nChanged 39
		SP:Iteration 47Q (114754.800000 sec): 3 clusters
  Score: Raw -2442822.370116 + Penalty 3238.106964 = -2439584.263152
  nChanged 34
		SP:Iteration 48Q (114755.020000 sec): 3 clusters
  Score: Raw -2442833.306289 + Penalty 3238.106964 = -2439595.199325
  nChanged 35
		SP:Iteration 49Q (114755.300000 sec): 3 clusters
  Score: Raw -2442843.542066 + Penalty 3238.106964 = -2439605.435103
  nChanged 32
		SP:Iteration 50Q (114755.580000 sec): 3 clusters
  Score: Raw -2442856.053608 + Penalty 3238.106964 = -2439617.946644
  nChanged 29
		SP:Iteration 51Q (114755.860000 sec): 3 clusters
  Score: Raw -2442865.211934 + Penalty 3238.106964 = -2439627.104970
  nChanged 34
		SP:Iteration 52Q (114756.110000 sec): 3 clusters
  Score: Raw -2442875.447781 + Penalty 3238.106964 = -2439637.340817
  nChanged 33
		SP:Iteration 53Q (114756.330000 sec): 3 clusters
  Score: Raw -2442885.815199 + Penalty 3238.106964 = -2439647.708235
  nChanged 31
		SP:Iteration 54Q (114756.640000 sec): 3 clusters
  Score: Raw -2442895.611924 + Penalty 3238.106964 = -2439657.504960
  nChanged 30
		SP:Iteration 55Q (114756.930000 sec): 3 clusters
  Score: Raw -2442905.126656 + Penalty 3238.106964 = -2439667.019692
  nChanged 23
		SP:Iteration 56Q (114757.180000 sec): 3 clusters
  Score: Raw -2442913.663413 + Penalty 3238.106964 = -2439675.556450
  nChanged 26
		SP:Iteration 57Q (114757.460000 sec): 3 clusters
  Score: Raw -2442923.557175 + Penalty 3238.106964 = -2439685.450211
  nChanged 21
		SP:Iteration 58Q (114757.710000 sec): 3 clusters
  Score: Raw -2442931.214293 + Penalty 3238.106964 = -2439693.107329
  nChanged 19
		SP:Iteration 59Q (114758.020000 sec): 3 clusters
  Score: Raw -2442936.800352 + Penalty 3238.106964 = -2439698.693388
  nChanged 11
		SP:Iteration 60F (114758.310000 sec): 3 clusters
  Score: Raw -2442940.457738 + Penalty 3238.106964 = -2439702.350774
  nChanged 7
		SP:Iteration 61Q (114758.520000 sec): 3 clusters
  Score: Raw -2442944.198113 + Penalty 3238.106964 = -2439706.091149
  nChanged 8
		SP:Iteration 62Q (114758.820000 sec): 3 clusters
  Score: Raw -2442946.920784 + Penalty 3238.106964 = -2439708.813820
  nChanged 9
		SP:Iteration 63Q (114759.070000 sec): 3 clusters
  Score: Raw -2442949.799359 + Penalty 3238.106964 = -2439711.692395
  nChanged 10
		SP:Iteration 64Q (114759.280000 sec): 3 clusters
  Score: Raw -2442953.059021 + Penalty 3238.106964 = -2439714.952057
  nChanged 7
		SP:Iteration 65Q (114759.570000 sec): 3 clusters
  Score: Raw -2442954.716286 + Penalty 3238.106964 = -2439716.609322
  nChanged 4
		SP:Iteration 66Q (114759.750000 sec): 3 clusters
  Score: Raw -2442956.712227 + Penalty 3238.106964 = -2439718.605263
  nChanged 4
		SP:Iteration 67Q (114759.950000 sec): 3 clusters
  Score: Raw -2442958.833896 + Penalty 3238.106964 = -2439720.726932
  nChanged 8
		SP:Iteration 68Q (114760.220000 sec): 3 clusters
  Score: Raw -2442960.698719 + Penalty 3238.106964 = -2439722.591755
  nChanged 2
		SP:Iteration 69Q (114760.490000 sec): 3 clusters
  Score: Raw -2442961.088791 + Penalty 3238.106964 = -2439722.981827
  nChanged 2
		SP:Iteration 70Q (114760.730000 sec): 3 clusters
  Score: Raw -2442961.544943 + Penalty 3238.106964 = -2439723.437979
  nChanged 2
		SP:Iteration 71Q (114761.000000 sec): 3 clusters
  Score: Raw -2442961.929579 + Penalty 3238.106964 = -2439723.822616
  nChanged 3
		SP:Iteration 72Q (114761.240000 sec): 3 clusters
  Score: Raw -2442962.734399 + Penalty 3238.106964 = -2439724.627435
  nChanged 3
		SP:Iteration 73Q (114761.550000 sec): 3 clusters
  Score: Raw -2442963.253875 + Penalty 3238.106964 = -2439725.146911
  nChanged 2
		SP:Iteration 74Q (114761.870000 sec): 3 clusters
  Score: Raw -2442963.804857 + Penalty 3238.106964 = -2439725.697893
  nChanged 2
		SP:Iteration 75Q (114762.140000 sec): 3 clusters
  Score: Raw -2442964.306856 + Penalty 3238.106964 = -2439726.199892
  nChanged 2
		SP:Iteration 76Q (114762.430000 sec): 3 clusters
  Score: Raw -2442964.856511 + Penalty 3238.106964 = -2439726.749547
  nChanged 1
		SP:Iteration 77Q (114762.710000 sec): 3 clusters
  Score: Raw -2442965.074243 + Penalty 3238.106964 = -2439726.967279
  nChanged 2
		SP:Iteration 78Q (114762.980000 sec): 3 clusters
  Score: Raw -2442965.489836 + Penalty 3238.106964 = -2439727.382872
  nChanged 1
		SP:Iteration 79Q (114763.190000 sec): 3 clusters
  Score: Raw -2442965.664504 + Penalty 3238.106964 = -2439727.557540
  nChanged 1
		SP:Iteration 80F (114763.500000 sec): 3 clusters
  Score: Raw -2442965.834965 + Penalty 3238.106964 = -2439727.728002
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114763.790000 sec): 2 clusters
  Score: Raw -3977754.969568 + Penalty 1688.715964 = -3976066.253604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114764.140000 sec): 3 clusters
  Score: Raw -3957442.500693 + Penalty 3377.431929 = -3954065.068765
  nChanged 15111
		SP:Iteration 1F (114764.450000 sec): 3 clusters
  Score: Raw -3966082.006915 + Penalty 3377.431929 = -3962704.574986
  nChanged 1569
		SP:Iteration 2Q (114764.790000 sec): 3 clusters
  Score: Raw -3966702.477490 + Penalty 3377.431929 = -3963325.045562
  nChanged 1774
		SP:Iteration 3F (114765.120000 sec): 3 clusters
  Score: Raw -3967604.938582 + Penalty 3377.431929 = -3964227.506654
  nChanged 2022
		SP:Iteration 4F (114765.490000 sec): 3 clusters
  Score: Raw -3968811.267313 + Penalty 3377.431929 = -3965433.835384
  nChanged 2221
		SP:Iteration 5F (114765.850000 sec): 3 clusters
  Score: Raw -3970305.580929 + Penalty 3377.431929 = -3966928.149000
  nChanged 2290
		SP:Iteration 6F (114766.240000 sec): 3 clusters
  Score: Raw -3971879.004189 + Penalty 3377.431929 = -3968501.572260
  nChanged 2129
		SP:Iteration 7F (114766.550000 sec): 3 clusters
  Score: Raw -3973489.984179 + Penalty 3377.431929 = -3970112.552251
  nChanged 1791
		SP:Iteration 8F (114766.870000 sec): 3 clusters
  Score: Raw -3975051.754111 + Penalty 3377.431929 = -3971674.322182
  nChanged 1350
		SP:Iteration 9Q (114767.220000 sec): 3 clusters
  Score: Raw -3976220.302550 + Penalty 3377.431929 = -3972842.870622
  nChanged 942
		SP:Iteration 10Q (114767.590000 sec): 3 clusters
  Score: Raw -3976874.447782 + Penalty 3377.431929 = -3973497.015854
  nChanged 668
		SP:Iteration 11Q (114767.990000 sec): 3 clusters
  Score: Raw -3977218.474138 + Penalty 3377.431929 = -3973841.042209
  nChanged 426
		SP:Iteration 12Q (114768.370000 sec): 3 clusters
  Score: Raw -3977405.488762 + Penalty 3377.431929 = -3974028.056833
  nChanged 321
		SP:Iteration 13Q (114768.750000 sec): 3 clusters
  Score: Raw -3977522.528343 + Penalty 3377.431929 = -3974145.096415
  nChanged 260
		SP:Iteration 14Q (114769.130000 sec): 3 clusters
  Score: Raw -3977599.154913 + Penalty 3377.431929 = -3974221.722984
  nChanged 239
		SP:Iteration 15Q (114769.480000 sec): 3 clusters
  Score: Raw -3977660.439624 + Penalty 3377.431929 = -3974283.007695
  nChanged 187
		SP:Iteration 16Q (114769.830000 sec): 3 clusters
  Score: Raw -3977705.941446 + Penalty 3377.431929 = -3974328.509518
  nChanged 157
		SP:Iteration 17Q (114770.170000 sec): 3 clusters
  Score: Raw -3977739.485680 + Penalty 3377.431929 = -3974362.053751
  nChanged 145
		SP:Iteration 18Q (114770.490000 sec): 3 clusters
  Score: Raw -3977768.434117 + Penalty 3377.431929 = -3974391.002189
  nChanged 146
		SP:Iteration 19Q (114770.820000 sec): 3 clusters
  Score: Raw -3977802.808262 + Penalty 3377.431929 = -3974425.376333
  nChanged 147
		SP:Iteration 20F (114771.160000 sec): 3 clusters
  Score: Raw -3977841.109380 + Penalty 3377.431929 = -3974463.677451
  nChanged 143
		SP:Iteration 21Q (114771.490000 sec): 3 clusters
  Score: Raw -3977876.910795 + Penalty 3377.431929 = -3974499.478866
  nChanged 123
		SP:Iteration 22Q (114771.870000 sec): 3 clusters
  Score: Raw -3977905.624869 + Penalty 3377.431929 = -3974528.192940
  nChanged 112
		SP:Iteration 23Q (114772.190000 sec): 3 clusters
  Score: Raw -3977927.884335 + Penalty 3377.431929 = -3974550.452407
  nChanged 110
		SP:Iteration 24Q (114772.570000 sec): 3 clusters
  Score: Raw -3977949.540872 + Penalty 3377.431929 = -3974572.108943
  nChanged 95
		SP:Iteration 25Q (114772.910000 sec): 3 clusters
  Score: Raw -3977968.112625 + Penalty 3377.431929 = -3974590.680696
  nChanged 88
		SP:Iteration 26Q (114773.220000 sec): 3 clusters
  Score: Raw -3977984.287180 + Penalty 3377.431929 = -3974606.855252
  nChanged 81
		SP:Iteration 27Q (114773.620000 sec): 3 clusters
  Score: Raw -3977997.997246 + Penalty 3377.431929 = -3974620.565318
  nChanged 73
		SP:Iteration 28Q (114773.970000 sec): 3 clusters
  Score: Raw -3978009.594952 + Penalty 3377.431929 = -3974632.163024
  nChanged 67
		SP:Iteration 29Q (114774.240000 sec): 3 clusters
  Score: Raw -3978021.216480 + Penalty 3377.431929 = -3974643.784551
  nChanged 62
		SP:Iteration 30Q (114774.550000 sec): 3 clusters
  Score: Raw -3978032.546386 + Penalty 3377.431929 = -3974655.114457
  nChanged 65
		SP:Iteration 31Q (114774.860000 sec): 3 clusters
  Score: Raw -3978043.077292 + Penalty 3377.431929 = -3974665.645363
  nChanged 48
		SP:Iteration 32Q (114775.190000 sec): 3 clusters
  Score: Raw -3978050.283345 + Penalty 3377.431929 = -3974672.851417
  nChanged 48
		SP:Iteration 33Q (114775.440000 sec): 3 clusters
  Score: Raw -3978057.181110 + Penalty 3377.431929 = -3974679.749182
  nChanged 40
		SP:Iteration 34Q (114775.760000 sec): 3 clusters
  Score: Raw -3978062.125141 + Penalty 3377.431929 = -3974684.693213
  nChanged 38
		SP:Iteration 35Q (114776.030000 sec): 3 clusters
  Score: Raw -3978066.598784 + Penalty 3377.431929 = -3974689.166856
  nChanged 35
		SP:Iteration 36Q (114776.270000 sec): 3 clusters
  Score: Raw -3978071.878475 + Penalty 3377.431929 = -3974694.446546
  nChanged 34
		SP:Iteration 37Q (114776.610000 sec): 3 clusters
  Score: Raw -3978076.063493 + Penalty 3377.431929 = -3974698.631565
  nChanged 29
		SP:Iteration 38Q (114776.930000 sec): 3 clusters
  Score: Raw -3978079.799977 + Penalty 3377.431929 = -3974702.368049
  nChanged 25
		SP:Iteration 39Q (114777.310000 sec): 3 clusters
  Score: Raw -3978083.549210 + Penalty 3377.431929 = -3974706.117281
  nChanged 33
		SP:Iteration 40F (114777.640000 sec): 3 clusters
  Score: Raw -3978088.114073 + Penalty 3377.431929 = -3974710.682145
  nChanged 32
		SP:Iteration 41Q (114777.950000 sec): 3 clusters
  Score: Raw -3978092.702486 + Penalty 3377.431929 = -3974715.270557
  nChanged 35
		SP:Iteration 42Q (114778.270000 sec): 3 clusters
  Score: Raw -3978097.268043 + Penalty 3377.431929 = -3974719.836114
  nChanged 29
		SP:Iteration 43Q (114778.560000 sec): 3 clusters
  Score: Raw -3978101.366093 + Penalty 3377.431929 = -3974723.934164
  nChanged 24
		SP:Iteration 44Q (114778.890000 sec): 3 clusters
  Score: Raw -3978105.085410 + Penalty 3377.431929 = -3974727.653481
  nChanged 19
		SP:Iteration 45Q (114779.160000 sec): 3 clusters
  Score: Raw -3978108.306908 + Penalty 3377.431929 = -3974730.874979
  nChanged 23
		SP:Iteration 46Q (114779.510000 sec): 3 clusters
  Score: Raw -3978111.052029 + Penalty 3377.431929 = -3974733.620100
  nChanged 20
		SP:Iteration 47Q (114779.840000 sec): 3 clusters
  Score: Raw -3978113.328296 + Penalty 3377.431929 = -3974735.896368
  nChanged 19
		SP:Iteration 48Q (114780.160000 sec): 3 clusters
  Score: Raw -3978115.417878 + Penalty 3377.431929 = -3974737.985950
  nChanged 16
		SP:Iteration 49Q (114780.480000 sec): 3 clusters
  Score: Raw -3978117.161108 + Penalty 3377.431929 = -3974739.729180
  nChanged 17
		SP:Iteration 50Q (114780.810000 sec): 3 clusters
  Score: Raw -3978119.456362 + Penalty 3377.431929 = -3974742.024434
  nChanged 20
		SP:Iteration 51Q (114781.140000 sec): 3 clusters
  Score: Raw -3978121.919208 + Penalty 3377.431929 = -3974744.487279
  nChanged 16
		SP:Iteration 52Q (114781.470000 sec): 3 clusters
  Score: Raw -3978123.262017 + Penalty 3377.431929 = -3974745.830088
  nChanged 9
		SP:Iteration 53Q (114781.810000 sec): 3 clusters
  Score: Raw -3978124.159830 + Penalty 3377.431929 = -3974746.727901
  nChanged 16
		SP:Iteration 54Q (114782.130000 sec): 3 clusters
  Score: Raw -3978126.178679 + Penalty 3377.431929 = -3974748.746751
  nChanged 13
		SP:Iteration 55Q (114782.480000 sec): 3 clusters
  Score: Raw -3978128.021279 + Penalty 3377.431929 = -3974750.589351
  nChanged 10
		SP:Iteration 56Q (114782.790000 sec): 3 clusters
  Score: Raw -3978129.371911 + Penalty 3377.431929 = -3974751.939983
  nChanged 8
		SP:Iteration 57Q (114783.140000 sec): 3 clusters
  Score: Raw -3978130.575538 + Penalty 3377.431929 = -3974753.143609
  nChanged 12
		SP:Iteration 58Q (114783.500000 sec): 3 clusters
  Score: Raw -3978131.901537 + Penalty 3377.431929 = -3974754.469609
  nChanged 10
		SP:Iteration 59Q (114783.860000 sec): 3 clusters
  Score: Raw -3978133.191418 + Penalty 3377.431929 = -3974755.759489
  nChanged 18
		SP:Iteration 60F (114784.210000 sec): 3 clusters
  Score: Raw -3978134.963923 + Penalty 3377.431929 = -3974757.531994
  nChanged 19
		SP:Iteration 61Q (114784.550000 sec): 3 clusters
  Score: Raw -3978138.293972 + Penalty 3377.431929 = -3974760.862043
  nChanged 23
		SP:Iteration 62Q (114784.890000 sec): 3 clusters
  Score: Raw -3978141.289358 + Penalty 3377.431929 = -3974763.857429
  nChanged 25
		SP:Iteration 63Q (114785.260000 sec): 3 clusters
  Score: Raw -3978144.536252 + Penalty 3377.431929 = -3974767.104323
  nChanged 29
		SP:Iteration 64Q (114785.570000 sec): 3 clusters
  Score: Raw -3978149.471392 + Penalty 3377.431929 = -3974772.039464
  nChanged 23
		SP:Iteration 65Q (114785.920000 sec): 3 clusters
  Score: Raw -3978152.869510 + Penalty 3377.431929 = -3974775.437582
  nChanged 18
		SP:Iteration 66Q (114786.250000 sec): 3 clusters
  Score: Raw -3978156.392086 + Penalty 3377.431929 = -3974778.960157
  nChanged 29
		SP:Iteration 67Q (114786.590000 sec): 3 clusters
  Score: Raw -3978163.109227 + Penalty 3377.431929 = -3974785.677298
  nChanged 33
		SP:Iteration 68Q (114786.910000 sec): 3 clusters
  Score: Raw -3978169.562395 + Penalty 3377.431929 = -3974792.130467
  nChanged 25
		SP:Iteration 69Q (114787.250000 sec): 3 clusters
  Score: Raw -3978174.096770 + Penalty 3377.431929 = -3974796.664842
  nChanged 27
		SP:Iteration 70Q (114787.570000 sec): 3 clusters
  Score: Raw -3978178.766948 + Penalty 3377.431929 = -3974801.335020
  nChanged 22
		SP:Iteration 71Q (114787.880000 sec): 3 clusters
  Score: Raw -3978181.632606 + Penalty 3377.431929 = -3974804.200678
  nChanged 13
		SP:Iteration 72Q (114788.230000 sec): 3 clusters
  Score: Raw -3978183.472240 + Penalty 3377.431929 = -3974806.040312
  nChanged 12
		SP:Iteration 73Q (114788.600000 sec): 3 clusters
  Score: Raw -3978185.213220 + Penalty 3377.431929 = -3974807.781291
  nChanged 15
		SP:Iteration 74Q (114788.900000 sec): 3 clusters
  Score: Raw -3978187.287190 + Penalty 3377.431929 = -3974809.855262
  nChanged 11
		SP:Iteration 75Q (114789.230000 sec): 3 clusters
  Score: Raw -3978188.559540 + Penalty 3377.431929 = -3974811.127612
  nChanged 9
		SP:Iteration 76Q (114789.570000 sec): 3 clusters
  Score: Raw -3978189.638307 + Penalty 3377.431929 = -3974812.206378
  nChanged 9
		SP:Iteration 77Q (114789.890000 sec): 3 clusters
  Score: Raw -3978190.581249 + Penalty 3377.431929 = -3974813.149321
  nChanged 9
		SP:Iteration 78Q (114790.230000 sec): 3 clusters
  Score: Raw -3978191.770714 + Penalty 3377.431929 = -3974814.338786
  nChanged 6
		SP:Iteration 79Q (114790.550000 sec): 3 clusters
  Score: Raw -3978192.607019 + Penalty 3377.431929 = -3974815.175090
  nChanged 7
		SP:Iteration 80F (114790.920000 sec): 3 clusters
  Score: Raw -3978193.317562 + Penalty 3377.431929 = -3974815.885634
  nChanged 3
		SP:Iteration 81Q (114791.270000 sec): 3 clusters
  Score: Raw -3978193.602289 + Penalty 3377.431929 = -3974816.170360
  nChanged 4
		SP:Iteration 82Q (114791.620000 sec): 3 clusters
  Score: Raw -3978193.898130 + Penalty 3377.431929 = -3974816.466202
  nChanged 2
		SP:Iteration 83Q (114791.990000 sec): 3 clusters
  Score: Raw -3978194.135892 + Penalty 3377.431929 = -3974816.703964
  nChanged 4
		SP:Iteration 84Q (114792.360000 sec): 3 clusters
  Score: Raw -3978194.620956 + Penalty 3377.431929 = -3974817.189028
  nChanged 5
		SP:Iteration 85Q (114792.690000 sec): 3 clusters
  Score: Raw -3978195.129022 + Penalty 3377.431929 = -3974817.697094
  nChanged 2
		SP:Iteration 86Q (114793.050000 sec): 3 clusters
  Score: Raw -3978195.287786 + Penalty 3377.431929 = -3974817.855858
  nChanged 0
		SP:Iteration 87F (114793.430000 sec): 3 clusters
  Score: Raw -3978195.287786 + Penalty 3377.431929 = -3974817.855858
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114793.580000 sec): 2 clusters
  Score: Raw -105201.644041 + Penalty 1100.253281 = -104101.390759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114793.780000 sec): 3 clusters
  Score: Raw -104957.327816 + Penalty 2200.506563 = -102756.821253
  nChanged 257
		SP:Iteration 1F (114793.930000 sec): 3 clusters
  Score: Raw -105221.899334 + Penalty 2200.506563 = -103021.392771
  nChanged 75
		SP:Iteration 2F (114794.120000 sec): 3 clusters
  Score: Raw -105313.213670 + Penalty 2200.506563 = -103112.707107
  nChanged 40
		SP:Iteration 3Q (114794.300000 sec): 3 clusters
  Score: Raw -105366.577384 + Penalty 2200.506563 = -103166.070821
  nChanged 25
		SP:Iteration 4Q (114794.450000 sec): 3 clusters
  Score: Raw -105412.772952 + Penalty 2200.506563 = -103212.266389
  nChanged 18
		SP:Iteration 5Q (114794.620000 sec): 3 clusters
  Score: Raw -105450.483791 + Penalty 2200.506563 = -103249.977229
  nChanged 15
		SP:Iteration 6Q (114794.770000 sec): 3 clusters
  Score: Raw -105484.987513 + Penalty 2200.506563 = -103284.480950
  nChanged 29
		SP:Iteration 7Q (114794.930000 sec): 3 clusters
  Score: Raw -105545.787898 + Penalty 2200.506563 = -103345.281335
  nChanged 26
		SP:Iteration 8Q (114795.120000 sec): 3 clusters
  Score: Raw -105587.855361 + Penalty 2200.506563 = -103387.348798
  nChanged 26
		SP:Iteration 9Q (114795.250000 sec): 3 clusters
  Score: Raw -105622.723778 + Penalty 2200.506563 = -103422.217215
  nChanged 29
		SP:Iteration 10Q (114795.430000 sec): 3 clusters
  Score: Raw -105666.159867 + Penalty 2200.506563 = -103465.653304
  nChanged 28
		SP:Iteration 11Q (114795.570000 sec): 3 clusters
  Score: Raw -105732.210350 + Penalty 2200.506563 = -103531.703787
  nChanged 24
		SP:Iteration 12Q (114795.670000 sec): 3 clusters
  Score: Raw -105780.781027 + Penalty 2200.506563 = -103580.274464
  nChanged 22
		SP:Iteration 13Q (114795.880000 sec): 3 clusters
  Score: Raw -105816.244724 + Penalty 2200.506563 = -103615.738161
  nChanged 11
		SP:Iteration 14Q (114795.970000 sec): 3 clusters
  Score: Raw -105831.654794 + Penalty 2200.506563 = -103631.148231
  nChanged 6
		SP:Iteration 15Q (114796.120000 sec): 3 clusters
  Score: Raw -105838.726310 + Penalty 2200.506563 = -103638.219747
  nChanged 3
		SP:Iteration 16Q (114796.270000 sec): 3 clusters
  Score: Raw -105842.604095 + Penalty 2200.506563 = -103642.097532
  nChanged 3
		SP:Iteration 17Q (114796.370000 sec): 3 clusters
  Score: Raw -105845.774160 + Penalty 2200.506563 = -103645.267597
  nChanged 2
		SP:Iteration 18Q (114796.510000 sec): 3 clusters
  Score: Raw -105848.178324 + Penalty 2200.506563 = -103647.671761
  nChanged 2
		SP:Iteration 19Q (114796.650000 sec): 3 clusters
  Score: Raw -105850.579497 + Penalty 2200.506563 = -103650.072934
  nChanged 1
		SP:Iteration 20F (114796.790000 sec): 3 clusters
  Score: Raw -105858.021930 + Penalty 2200.506563 = -103657.515368
  nChanged 2
		SP:Iteration 21Q (114796.880000 sec): 3 clusters
  Score: Raw -105867.923781 + Penalty 2200.506563 = -103667.417218
  nChanged 6
		SP:Iteration 22Q (114797.060000 sec): 3 clusters
  Score: Raw -105876.853446 + Penalty 2200.506563 = -103676.346883
  nChanged 3
		SP:Iteration 23Q (114797.200000 sec): 3 clusters
  Score: Raw -105880.012296 + Penalty 2200.506563 = -103679.505733
  nChanged 1
		SP:Iteration 24Q (114797.350000 sec): 3 clusters
  Score: Raw -105881.003401 + Penalty 2200.506563 = -103680.496839
  nChanged 2
		SP:Iteration 25Q (114797.490000 sec): 3 clusters
  Score: Raw -105883.323444 + Penalty 2200.506563 = -103682.816881
  nChanged 3
		SP:Iteration 26Q (114797.680000 sec): 3 clusters
  Score: Raw -105885.233106 + Penalty 2200.506563 = -103684.726543
  nChanged 1
		SP:Iteration 27Q (114797.820000 sec): 3 clusters
  Score: Raw -105886.110956 + Penalty 2200.506563 = -103685.604393
  nChanged 0
		SP:Iteration 28F (114798.010000 sec): 3 clusters
  Score: Raw -105886.110956 + Penalty 2200.506563 = -103685.604393
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114798.170000 sec): 2 clusters
  Score: Raw -680215.885385 + Penalty 1395.281233 = -678820.604152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114798.380000 sec): 3 clusters
  Score: Raw -677394.600514 + Penalty 2790.562466 = -674604.038048
  nChanged 2186
		SP:Iteration 1F (114798.610000 sec): 3 clusters
  Score: Raw -678547.103676 + Penalty 2790.562466 = -675756.541210
  nChanged 329
		SP:Iteration 2F (114798.800000 sec): 3 clusters
  Score: Raw -678679.330817 + Penalty 2790.562466 = -675888.768351
  nChanged 192
		SP:Iteration 3Q (114799.060000 sec): 3 clusters
  Score: Raw -678750.179532 + Penalty 2790.562466 = -675959.617066
  nChanged 159
		SP:Iteration 4Q (114799.270000 sec): 3 clusters
  Score: Raw -678803.660502 + Penalty 2790.562466 = -676013.098036
  nChanged 126
		SP:Iteration 5Q (114799.470000 sec): 3 clusters
  Score: Raw -678851.333037 + Penalty 2790.562466 = -676060.770571
  nChanged 133
		SP:Iteration 6Q (114799.690000 sec): 3 clusters
  Score: Raw -678901.296282 + Penalty 2790.562466 = -676110.733815
  nChanged 113
		SP:Iteration 7Q (114799.910000 sec): 3 clusters
  Score: Raw -678942.999966 + Penalty 2790.562466 = -676152.437500
  nChanged 117
		SP:Iteration 8Q (114800.090000 sec): 3 clusters
  Score: Raw -678982.414354 + Penalty 2790.562466 = -676191.851888
  nChanged 99
		SP:Iteration 9Q (114800.240000 sec): 3 clusters
  Score: Raw -679019.742729 + Penalty 2790.562466 = -676229.180263
  nChanged 112
		SP:Iteration 10Q (114800.450000 sec): 3 clusters
  Score: Raw -679059.227559 + Penalty 2790.562466 = -676268.665093
  nChanged 112
		SP:Iteration 11Q (114800.630000 sec): 3 clusters
  Score: Raw -679108.858790 + Penalty 2790.562466 = -676318.296323
  nChanged 128
		SP:Iteration 12Q (114800.820000 sec): 3 clusters
  Score: Raw -679172.197416 + Penalty 2790.562466 = -676381.634950
  nChanged 142
		SP:Iteration 13Q (114801.000000 sec): 3 clusters
  Score: Raw -679253.498162 + Penalty 2790.562466 = -676462.935696
  nChanged 153
		SP:Iteration 14Q (114801.180000 sec): 3 clusters
  Score: Raw -679343.737581 + Penalty 2790.562466 = -676553.175115
  nChanged 166
		SP:Iteration 15Q (114801.350000 sec): 3 clusters
  Score: Raw -679439.144459 + Penalty 2790.562466 = -676648.581992
  nChanged 163
		SP:Iteration 16Q (114801.520000 sec): 3 clusters
  Score: Raw -679545.115119 + Penalty 2790.562466 = -676754.552653
  nChanged 162
		SP:Iteration 17Q (114801.700000 sec): 3 clusters
  Score: Raw -679662.515733 + Penalty 2790.562466 = -676871.953267
  nChanged 152
		SP:Iteration 18Q (114801.880000 sec): 3 clusters
  Score: Raw -679782.476286 + Penalty 2790.562466 = -676991.913819
  nChanged 146
		SP:Iteration 19Q (114802.050000 sec): 3 clusters
  Score: Raw -679897.405132 + Penalty 2790.562466 = -677106.842666
  nChanged 130
		SP:Iteration 20F (114802.270000 sec): 3 clusters
  Score: Raw -680011.346944 + Penalty 2790.562466 = -677220.784478
  nChanged 104
		SP:Iteration 21Q (114802.490000 sec): 3 clusters
  Score: Raw -680101.378506 + Penalty 2790.562466 = -677310.816040
  nChanged 73
		SP:Iteration 22Q (114802.720000 sec): 3 clusters
  Score: Raw -680173.777178 + Penalty 2790.562466 = -677383.214712
  nChanged 49
		SP:Iteration 23Q (114802.890000 sec): 3 clusters
  Score: Raw -680221.369088 + Penalty 2790.562466 = -677430.806622
  nChanged 41
		SP:Iteration 24Q (114803.120000 sec): 3 clusters
  Score: Raw -680259.551490 + Penalty 2790.562466 = -677468.989023
  nChanged 34
		SP:Iteration 25Q (114803.290000 sec): 3 clusters
  Score: Raw -680296.885840 + Penalty 2790.562466 = -677506.323374
  nChanged 21
		SP:Iteration 26Q (114803.510000 sec): 3 clusters
  Score: Raw -680318.189366 + Penalty 2790.562466 = -677527.626900
  nChanged 11
		SP:Iteration 27Q (114803.730000 sec): 3 clusters
  Score: Raw -680329.558077 + Penalty 2790.562466 = -677538.995611
  nChanged 8
		SP:Iteration 28Q (114803.930000 sec): 3 clusters
  Score: Raw -680339.120063 + Penalty 2790.562466 = -677548.557597
  nChanged 11
		SP:Iteration 29Q (114804.090000 sec): 3 clusters
  Score: Raw -680345.703918 + Penalty 2790.562466 = -677555.141452
  nChanged 6
		SP:Iteration 30Q (114804.280000 sec): 3 clusters
  Score: Raw -680352.236686 + Penalty 2790.562466 = -677561.674219
  nChanged 6
		SP:Iteration 31Q (114804.480000 sec): 3 clusters
  Score: Raw -680357.298209 + Penalty 2790.562466 = -677566.735743
  nChanged 2
		SP:Iteration 32Q (114804.670000 sec): 3 clusters
  Score: Raw -680358.792281 + Penalty 2790.562466 = -677568.229815
  nChanged 2
		SP:Iteration 33Q (114804.850000 sec): 3 clusters
  Score: Raw -680360.041164 + Penalty 2790.562466 = -677569.478697
  nChanged 2
		SP:Iteration 34Q (114805.080000 sec): 3 clusters
  Score: Raw -680361.419170 + Penalty 2790.562466 = -677570.856704
  nChanged 2
		SP:Iteration 35Q (114805.280000 sec): 3 clusters
  Score: Raw -680362.181034 + Penalty 2790.562466 = -677571.618567
  nChanged 0
		SP:Iteration 36F (114805.470000 sec): 3 clusters
  Score: Raw -680362.181034 + Penalty 2790.562466 = -677571.618567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114805.620000 sec): 2 clusters
  Score: Raw -1337219.302690 + Penalty 1522.026667 = -1335697.276023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114805.880000 sec): 3 clusters
  Score: Raw -1330476.793112 + Penalty 3044.053335 = -1327432.739777
  nChanged 5148
		SP:Iteration 1F (114806.090000 sec): 3 clusters
  Score: Raw -1333323.382909 + Penalty 3044.053335 = -1330279.329574
  nChanged 727
		SP:Iteration 2F (114806.340000 sec): 3 clusters
  Score: Raw -1333638.107136 + Penalty 3044.053335 = -1330594.053801
  nChanged 596
		SP:Iteration 3F (114806.520000 sec): 3 clusters
  Score: Raw -1333903.612991 + Penalty 3044.053335 = -1330859.559656
  nChanged 562
		SP:Iteration 4Q (114806.720000 sec): 3 clusters
  Score: Raw -1334198.954336 + Penalty 3044.053335 = -1331154.901001
  nChanged 579
		SP:Iteration 5Q (114806.900000 sec): 3 clusters
  Score: Raw -1334532.828648 + Penalty 3044.053335 = -1331488.775313
  nChanged 608
		SP:Iteration 6F (114807.140000 sec): 3 clusters
  Score: Raw -1334882.129898 + Penalty 3044.053335 = -1331838.076563
  nChanged 591
		SP:Iteration 7F (114807.350000 sec): 3 clusters
  Score: Raw -1335215.584563 + Penalty 3044.053335 = -1332171.531228
  nChanged 540
		SP:Iteration 8Q (114807.540000 sec): 3 clusters
  Score: Raw -1335505.301574 + Penalty 3044.053335 = -1332461.248239
  nChanged 436
		SP:Iteration 9Q (114807.790000 sec): 3 clusters
  Score: Raw -1335721.970962 + Penalty 3044.053335 = -1332677.917627
  nChanged 404
		SP:Iteration 10Q (114808.020000 sec): 3 clusters
  Score: Raw -1335902.368889 + Penalty 3044.053335 = -1332858.315554
  nChanged 318
		SP:Iteration 11Q (114808.250000 sec): 3 clusters
  Score: Raw -1336026.997464 + Penalty 3044.053335 = -1332982.944129
  nChanged 283
		SP:Iteration 12Q (114808.500000 sec): 3 clusters
  Score: Raw -1336138.107750 + Penalty 3044.053335 = -1333094.054416
  nChanged 268
		SP:Iteration 13Q (114808.720000 sec): 3 clusters
  Score: Raw -1336244.974321 + Penalty 3044.053335 = -1333200.920986
  nChanged 245
		SP:Iteration 14Q (114808.980000 sec): 3 clusters
  Score: Raw -1336332.161637 + Penalty 3044.053335 = -1333288.108302
  nChanged 200
		SP:Iteration 15Q (114809.250000 sec): 3 clusters
  Score: Raw -1336404.565824 + Penalty 3044.053335 = -1333360.512489
  nChanged 197
		SP:Iteration 16Q (114809.470000 sec): 3 clusters
  Score: Raw -1336470.272809 + Penalty 3044.053335 = -1333426.219474
  nChanged 163
		SP:Iteration 17Q (114809.700000 sec): 3 clusters
  Score: Raw -1336519.581682 + Penalty 3044.053335 = -1333475.528347
  nChanged 137
		SP:Iteration 18Q (114809.910000 sec): 3 clusters
  Score: Raw -1336558.658932 + Penalty 3044.053335 = -1333514.605597
  nChanged 135
		SP:Iteration 19Q (114810.120000 sec): 3 clusters
  Score: Raw -1336596.233251 + Penalty 3044.053335 = -1333552.179916
  nChanged 138
		SP:Iteration 20F (114810.320000 sec): 3 clusters
  Score: Raw -1336640.012660 + Penalty 3044.053335 = -1333595.959325
  nChanged 138
		SP:Iteration 21Q (114810.530000 sec): 3 clusters
  Score: Raw -1336678.676744 + Penalty 3044.053335 = -1333634.623409
  nChanged 120
		SP:Iteration 22Q (114810.790000 sec): 3 clusters
  Score: Raw -1336714.297191 + Penalty 3044.053335 = -1333670.243857
  nChanged 112
		SP:Iteration 23Q (114811.010000 sec): 3 clusters
  Score: Raw -1336747.131697 + Penalty 3044.053335 = -1333703.078362
  nChanged 118
		SP:Iteration 24Q (114811.240000 sec): 3 clusters
  Score: Raw -1336787.214533 + Penalty 3044.053335 = -1333743.161198
  nChanged 133
		SP:Iteration 25Q (114811.470000 sec): 3 clusters
  Score: Raw -1336821.232456 + Penalty 3044.053335 = -1333777.179121
  nChanged 110
		SP:Iteration 26Q (114811.710000 sec): 3 clusters
  Score: Raw -1336847.006801 + Penalty 3044.053335 = -1333802.953466
  nChanged 76
		SP:Iteration 27Q (114811.950000 sec): 3 clusters
  Score: Raw -1336862.929322 + Penalty 3044.053335 = -1333818.875987
  nChanged 69
		SP:Iteration 28Q (114812.170000 sec): 3 clusters
  Score: Raw -1336878.555432 + Penalty 3044.053335 = -1333834.502097
  nChanged 72
		SP:Iteration 29Q (114812.420000 sec): 3 clusters
  Score: Raw -1336892.356237 + Penalty 3044.053335 = -1333848.302902
  nChanged 63
		SP:Iteration 30Q (114812.660000 sec): 3 clusters
  Score: Raw -1336904.748473 + Penalty 3044.053335 = -1333860.695138
  nChanged 65
		SP:Iteration 31Q (114812.910000 sec): 3 clusters
  Score: Raw -1336919.288384 + Penalty 3044.053335 = -1333875.235049
  nChanged 67
		SP:Iteration 32Q (114813.110000 sec): 3 clusters
  Score: Raw -1336932.798989 + Penalty 3044.053335 = -1333888.745654
  nChanged 64
		SP:Iteration 33Q (114813.330000 sec): 3 clusters
  Score: Raw -1336949.975289 + Penalty 3044.053335 = -1333905.921954
  nChanged 79
		SP:Iteration 34Q (114813.580000 sec): 3 clusters
  Score: Raw -1336969.545171 + Penalty 3044.053335 = -1333925.491836
  nChanged 75
		SP:Iteration 35Q (114813.850000 sec): 3 clusters
  Score: Raw -1336987.807405 + Penalty 3044.053335 = -1333943.754070
  nChanged 83
		SP:Iteration 36Q (114814.120000 sec): 3 clusters
  Score: Raw -1337007.590995 + Penalty 3044.053335 = -1333963.537661
  nChanged 72
		SP:Iteration 37Q (114814.390000 sec): 3 clusters
  Score: Raw -1337024.841151 + Penalty 3044.053335 = -1333980.787817
  nChanged 68
		SP:Iteration 38Q (114814.640000 sec): 3 clusters
  Score: Raw -1337042.036537 + Penalty 3044.053335 = -1333997.983202
  nChanged 74
		SP:Iteration 39Q (114814.940000 sec): 3 clusters
  Score: Raw -1337061.178606 + Penalty 3044.053335 = -1334017.125271
  nChanged 72
		SP:Iteration 40F (114815.140000 sec): 3 clusters
  Score: Raw -1337081.647210 + Penalty 3044.053335 = -1334037.593875
  nChanged 87
		SP:Iteration 41Q (114815.390000 sec): 3 clusters
  Score: Raw -1337104.808875 + Penalty 3044.053335 = -1334060.755541
  nChanged 78
		SP:Iteration 42Q (114815.620000 sec): 3 clusters
  Score: Raw -1337127.626011 + Penalty 3044.053335 = -1334083.572676
  nChanged 80
		SP:Iteration 43Q (114815.860000 sec): 3 clusters
  Score: Raw -1337153.027283 + Penalty 3044.053335 = -1334108.973948
  nChanged 94
		SP:Iteration 44Q (114816.110000 sec): 3 clusters
  Score: Raw -1337181.815175 + Penalty 3044.053335 = -1334137.761840
  nChanged 91
		SP:Iteration 45Q (114816.370000 sec): 3 clusters
  Score: Raw -1337212.101646 + Penalty 3044.053335 = -1334168.048311
  nChanged 105
		SP:Iteration 46Q (114816.600000 sec): 3 clusters
  Score: Raw -1337258.596553 + Penalty 3044.053335 = -1334214.543218
  nChanged 108
		SP:Iteration 47Q (114816.830000 sec): 3 clusters
  Score: Raw -1337304.852758 + Penalty 3044.053335 = -1334260.799424
  nChanged 105
		SP:Iteration 48Q (114817.070000 sec): 3 clusters
  Score: Raw -1337338.888868 + Penalty 3044.053335 = -1334294.835533
  nChanged 84
		SP:Iteration 49Q (114817.290000 sec): 3 clusters
  Score: Raw -1337366.576804 + Penalty 3044.053335 = -1334322.523469
  nChanged 80
		SP:Iteration 50Q (114817.590000 sec): 3 clusters
  Score: Raw -1337395.869258 + Penalty 3044.053335 = -1334351.815923
  nChanged 84
		SP:Iteration 51Q (114817.840000 sec): 3 clusters
  Score: Raw -1337423.801068 + Penalty 3044.053335 = -1334379.747734
  nChanged 84
		SP:Iteration 52Q (114818.150000 sec): 3 clusters
  Score: Raw -1337449.558873 + Penalty 3044.053335 = -1334405.505538
  nChanged 68
		SP:Iteration 53Q (114818.430000 sec): 3 clusters
  Score: Raw -1337471.382640 + Penalty 3044.053335 = -1334427.329305
  nChanged 68
		SP:Iteration 54Q (114818.660000 sec): 3 clusters
  Score: Raw -1337490.415573 + Penalty 3044.053335 = -1334446.362238
  nChanged 66
		SP:Iteration 55Q (114818.890000 sec): 3 clusters
  Score: Raw -1337506.992195 + Penalty 3044.053335 = -1334462.938860
  nChanged 54
		SP:Iteration 56Q (114819.110000 sec): 3 clusters
  Score: Raw -1337518.941716 + Penalty 3044.053335 = -1334474.888381
  nChanged 42
		SP:Iteration 57Q (114819.370000 sec): 3 clusters
  Score: Raw -1337528.683818 + Penalty 3044.053335 = -1334484.630484
  nChanged 45
		SP:Iteration 58Q (114819.600000 sec): 3 clusters
  Score: Raw -1337541.916369 + Penalty 3044.053335 = -1334497.863034
  nChanged 55
		SP:Iteration 59Q (114819.920000 sec): 3 clusters
  Score: Raw -1337557.794121 + Penalty 3044.053335 = -1334513.740786
  nChanged 52
		SP:Iteration 60F (114820.130000 sec): 3 clusters
  Score: Raw -1337570.198714 + Penalty 3044.053335 = -1334526.145379
  nChanged 42
		SP:Iteration 61Q (114820.370000 sec): 3 clusters
  Score: Raw -1337580.018666 + Penalty 3044.053335 = -1334535.965331
  nChanged 45
		SP:Iteration 62Q (114820.640000 sec): 3 clusters
  Score: Raw -1337589.329167 + Penalty 3044.053335 = -1334545.275832
  nChanged 43
		SP:Iteration 63Q (114820.940000 sec): 3 clusters
  Score: Raw -1337599.174112 + Penalty 3044.053335 = -1334555.120777
  nChanged 40
		SP:Iteration 64Q (114821.220000 sec): 3 clusters
  Score: Raw -1337608.936521 + Penalty 3044.053335 = -1334564.883186
  nChanged 35
		SP:Iteration 65Q (114821.550000 sec): 3 clusters
  Score: Raw -1337619.827394 + Penalty 3044.053335 = -1334575.774059
  nChanged 35
		SP:Iteration 66Q (114821.830000 sec): 3 clusters
  Score: Raw -1337627.473411 + Penalty 3044.053335 = -1334583.420076
  nChanged 36
		SP:Iteration 67Q (114822.120000 sec): 3 clusters
  Score: Raw -1337636.769941 + Penalty 3044.053335 = -1334592.716606
  nChanged 45
		SP:Iteration 68Q (114822.360000 sec): 3 clusters
  Score: Raw -1337650.381600 + Penalty 3044.053335 = -1334606.328265
  nChanged 41
		SP:Iteration 69Q (114822.610000 sec): 3 clusters
  Score: Raw -1337661.024939 + Penalty 3044.053335 = -1334616.971604
  nChanged 39
		SP:Iteration 70Q (114822.850000 sec): 3 clusters
  Score: Raw -1337670.878565 + Penalty 3044.053335 = -1334626.825230
  nChanged 30
		SP:Iteration 71Q (114823.130000 sec): 3 clusters
  Score: Raw -1337676.759186 + Penalty 3044.053335 = -1334632.705852
  nChanged 28
		SP:Iteration 72Q (114823.430000 sec): 3 clusters
  Score: Raw -1337683.216718 + Penalty 3044.053335 = -1334639.163383
  nChanged 32
		SP:Iteration 73Q (114823.680000 sec): 3 clusters
  Score: Raw -1337692.132306 + Penalty 3044.053335 = -1334648.078971
  nChanged 29
		SP:Iteration 74Q (114823.950000 sec): 3 clusters
  Score: Raw -1337699.454670 + Penalty 3044.053335 = -1334655.401335
  nChanged 30
		SP:Iteration 75Q (114824.260000 sec): 3 clusters
  Score: Raw -1337706.444228 + Penalty 3044.053335 = -1334662.390893
  nChanged 34
		SP:Iteration 76Q (114824.450000 sec): 3 clusters
  Score: Raw -1337716.572629 + Penalty 3044.053335 = -1334672.519294
  nChanged 34
		SP:Iteration 77Q (114824.660000 sec): 3 clusters
  Score: Raw -1337727.237770 + Penalty 3044.053335 = -1334683.184435
  nChanged 33
		SP:Iteration 78Q (114824.910000 sec): 3 clusters
  Score: Raw -1337733.355243 + Penalty 3044.053335 = -1334689.301908
  nChanged 24
		SP:Iteration 79Q (114825.150000 sec): 3 clusters
  Score: Raw -1337739.089362 + Penalty 3044.053335 = -1334695.036027
  nChanged 22
		SP:Iteration 80F (114825.390000 sec): 3 clusters
  Score: Raw -1337743.575752 + Penalty 3044.053335 = -1334699.522417
  nChanged 14
		SP:Iteration 81Q (114825.670000 sec): 3 clusters
  Score: Raw -1337745.772840 + Penalty 3044.053335 = -1334701.719505
  nChanged 8
		SP:Iteration 82Q (114825.920000 sec): 3 clusters
  Score: Raw -1337746.605395 + Penalty 3044.053335 = -1334702.552060
  nChanged 6
		SP:Iteration 83Q (114826.190000 sec): 3 clusters
  Score: Raw -1337747.520842 + Penalty 3044.053335 = -1334703.467507
  nChanged 3
		SP:Iteration 84Q (114826.470000 sec): 3 clusters
  Score: Raw -1337747.856169 + Penalty 3044.053335 = -1334703.802834
  nChanged 0
		SP:Iteration 85F (114826.730000 sec): 3 clusters
  Score: Raw -1337747.856169 + Penalty 3044.053335 = -1334703.802834
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (29805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114827.030000 sec): 2 clusters
  Score: Raw -3647186.529273 + Penalty 1674.145110 = -3645512.384163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114827.380000 sec): 3 clusters
  Score: Raw -3628790.755058 + Penalty 3348.290219 = -3625442.464838
  nChanged 13688
		SP:Iteration 1F (114827.710000 sec): 3 clusters
  Score: Raw -3636315.180779 + Penalty 3348.290219 = -3632966.890559
  nChanged 1205
		SP:Iteration 2Q (114828.090000 sec): 3 clusters
  Score: Raw -3636647.818920 + Penalty 3348.290219 = -3633299.528701
  nChanged 1142
		SP:Iteration 3Q (114828.380000 sec): 3 clusters
  Score: Raw -3636979.239629 + Penalty 3348.290219 = -3633630.949410
  nChanged 1159
		SP:Iteration 4Q (114828.720000 sec): 3 clusters
  Score: Raw -3637327.618016 + Penalty 3348.290219 = -3633979.327797
  nChanged 1198
		SP:Iteration 5Q (114829.130000 sec): 3 clusters
  Score: Raw -3637724.842521 + Penalty 3348.290219 = -3634376.552302
  nChanged 1227
		SP:Iteration 6Q (114829.590000 sec): 3 clusters
  Score: Raw -3638188.904725 + Penalty 3348.290219 = -3634840.614506
  nChanged 1363
		SP:Iteration 7Q (114829.910000 sec): 3 clusters
  Score: Raw -3638778.962499 + Penalty 3348.290219 = -3635430.672280
  nChanged 1529
		SP:Iteration 8F (114830.290000 sec): 3 clusters
  Score: Raw -3639494.649200 + Penalty 3348.290219 = -3636146.358981
  nChanged 1560
		SP:Iteration 9F (114830.630000 sec): 3 clusters
  Score: Raw -3640304.632280 + Penalty 3348.290219 = -3636956.342060
  nChanged 1594
		SP:Iteration 10F (114830.980000 sec): 3 clusters
  Score: Raw -3641151.840631 + Penalty 3348.290219 = -3637803.550412
  nChanged 1462
		SP:Iteration 11Q (114831.390000 sec): 3 clusters
  Score: Raw -3641934.684491 + Penalty 3348.290219 = -3638586.394272
  nChanged 1330
		SP:Iteration 12Q (114831.760000 sec): 3 clusters
  Score: Raw -3642670.678905 + Penalty 3348.290219 = -3639322.388686
  nChanged 1191
		SP:Iteration 13Q (114832.150000 sec): 3 clusters
  Score: Raw -3643344.625594 + Penalty 3348.290219 = -3639996.335375
  nChanged 1087
		SP:Iteration 14Q (114832.520000 sec): 3 clusters
  Score: Raw -3643943.356463 + Penalty 3348.290219 = -3640595.066244
  nChanged 965
		SP:Iteration 15Q (114832.920000 sec): 3 clusters
  Score: Raw -3644512.944946 + Penalty 3348.290219 = -3641164.654727
  nChanged 901
		SP:Iteration 16Q (114833.280000 sec): 3 clusters
  Score: Raw -3645088.673132 + Penalty 3348.290219 = -3641740.382912
  nChanged 819
		SP:Iteration 17Q (114833.630000 sec): 3 clusters
  Score: Raw -3645653.394203 + Penalty 3348.290219 = -3642305.103984
  nChanged 705
		SP:Iteration 18Q (114834.040000 sec): 3 clusters
  Score: Raw -3646150.491032 + Penalty 3348.290219 = -3642802.200813
  nChanged 560
		SP:Iteration 19Q (114834.410000 sec): 3 clusters
  Score: Raw -3646545.922639 + Penalty 3348.290219 = -3643197.632420
  nChanged 406
		SP:Iteration 20F (114834.780000 sec): 3 clusters
  Score: Raw -3646810.830638 + Penalty 3348.290219 = -3643462.540419
  nChanged 265
		SP:Iteration 21Q (114835.120000 sec): 3 clusters
  Score: Raw -3646978.700969 + Penalty 3348.290219 = -3643630.410750
  nChanged 208
		SP:Iteration 22Q (114835.510000 sec): 3 clusters
  Score: Raw -3647105.797427 + Penalty 3348.290219 = -3643757.507208
  nChanged 145
		SP:Iteration 23Q (114835.880000 sec): 3 clusters
  Score: Raw -3647191.818958 + Penalty 3348.290219 = -3643843.528739
  nChanged 118
		SP:Iteration 24Q (114836.220000 sec): 3 clusters
  Score: Raw -3647260.674112 + Penalty 3348.290219 = -3643912.383892
  nChanged 99
		SP:Iteration 25Q (114836.610000 sec): 3 clusters
  Score: Raw -3647320.013162 + Penalty 3348.290219 = -3643971.722943
  nChanged 79
		SP:Iteration 26Q (114836.900000 sec): 3 clusters
  Score: Raw -3647367.330094 + Penalty 3348.290219 = -3644019.039875
  nChanged 54
		SP:Iteration 27Q (114837.280000 sec): 3 clusters
  Score: Raw -3647396.579636 + Penalty 3348.290219 = -3644048.289417
  nChanged 38
		SP:Iteration 28Q (114837.590000 sec): 3 clusters
  Score: Raw -3647415.917704 + Penalty 3348.290219 = -3644067.627485
  nChanged 24
		SP:Iteration 29Q (114837.920000 sec): 3 clusters
  Score: Raw -3647427.370438 + Penalty 3348.290219 = -3644079.080219
  nChanged 19
		SP:Iteration 30Q (114838.290000 sec): 3 clusters
  Score: Raw -3647441.105560 + Penalty 3348.290219 = -3644092.815341
  nChanged 21
		SP:Iteration 31Q (114838.620000 sec): 3 clusters
  Score: Raw -3647451.774076 + Penalty 3348.290219 = -3644103.483856
  nChanged 16
		SP:Iteration 32Q (114838.960000 sec): 3 clusters
  Score: Raw -3647459.157823 + Penalty 3348.290219 = -3644110.867604
  nChanged 11
		SP:Iteration 33Q (114839.270000 sec): 3 clusters
  Score: Raw -3647465.939076 + Penalty 3348.290219 = -3644117.648857
  nChanged 10
		SP:Iteration 34Q (114839.610000 sec): 3 clusters
  Score: Raw -3647469.964870 + Penalty 3348.290219 = -3644121.674651
  nChanged 9
		SP:Iteration 35Q (114839.920000 sec): 3 clusters
  Score: Raw -3647474.296470 + Penalty 3348.290219 = -3644126.006251
  nChanged 9
		SP:Iteration 36Q (114840.270000 sec): 3 clusters
  Score: Raw -3647478.255024 + Penalty 3348.290219 = -3644129.964805
  nChanged 9
		SP:Iteration 37Q (114840.640000 sec): 3 clusters
  Score: Raw -3647482.264455 + Penalty 3348.290219 = -3644133.974236
  nChanged 9
		SP:Iteration 38Q (114841.010000 sec): 3 clusters
  Score: Raw -3647485.167645 + Penalty 3348.290219 = -3644136.877426
  nChanged 3
		SP:Iteration 39Q (114841.320000 sec): 3 clusters
  Score: Raw -3647487.167930 + Penalty 3348.290219 = -3644138.877710
  nChanged 5
		SP:Iteration 40F (114841.720000 sec): 3 clusters
  Score: Raw -3647489.950928 + Penalty 3348.290219 = -3644141.660709
  nChanged 5
		SP:Iteration 41Q (114841.990000 sec): 3 clusters
  Score: Raw -3647491.753085 + Penalty 3348.290219 = -3644143.462866
  nChanged 4
		SP:Iteration 42Q (114842.330000 sec): 3 clusters
  Score: Raw -3647493.413443 + Penalty 3348.290219 = -3644145.123224
  nChanged 3
		SP:Iteration 43Q (114842.620000 sec): 3 clusters
  Score: Raw -3647494.488047 + Penalty 3348.290219 = -3644146.197828
  nChanged 1
		SP:Iteration 44Q (114842.940000 sec): 3 clusters
  Score: Raw -3647494.809706 + Penalty 3348.290219 = -3644146.519487
  nChanged 0
		SP:Iteration 45F (114843.240000 sec): 3 clusters
  Score: Raw -3647494.809706 + Penalty 3348.290219 = -3644146.519487
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (22557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114843.470000 sec): 2 clusters
  Score: Raw -2660765.029194 + Penalty 1628.867617 = -2659136.161578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114843.790000 sec): 3 clusters
  Score: Raw -2647074.778269 + Penalty 3257.735233 = -2643817.043036
  nChanged 10298
		SP:Iteration 1F (114844.090000 sec): 3 clusters
  Score: Raw -2652844.447562 + Penalty 3257.735233 = -2649586.712329
  nChanged 1365
		SP:Iteration 2F (114844.410000 sec): 3 clusters
  Score: Raw -2653521.559138 + Penalty 3257.735233 = -2650263.823904
  nChanged 1450
		SP:Iteration 3F (114844.710000 sec): 3 clusters
  Score: Raw -2654364.656406 + Penalty 3257.735233 = -2651106.921173
  nChanged 1607
		SP:Iteration 4F (114845.030000 sec): 3 clusters
  Score: Raw -2655559.348513 + Penalty 3257.735233 = -2652301.613279
  nChanged 1804
		SP:Iteration 5F (114845.300000 sec): 3 clusters
  Score: Raw -2657120.646532 + Penalty 3257.735233 = -2653862.911299
  nChanged 1671
		SP:Iteration 6F (114845.610000 sec): 3 clusters
  Score: Raw -2658672.599644 + Penalty 3257.735233 = -2655414.864411
  nChanged 1265
		SP:Iteration 7F (114845.850000 sec): 3 clusters
  Score: Raw -2659864.786768 + Penalty 3257.735233 = -2656607.051534
  nChanged 784
		SP:Iteration 8Q (114846.130000 sec): 3 clusters
  Score: Raw -2660595.992270 + Penalty 3257.735233 = -2657338.257036
  nChanged 435
		SP:Iteration 9Q (114846.460000 sec): 3 clusters
  Score: Raw -2660993.670379 + Penalty 3257.735233 = -2657735.935145
  nChanged 222
		SP:Iteration 10Q (114846.710000 sec): 3 clusters
  Score: Raw -2661199.895810 + Penalty 3257.735233 = -2657942.160576
  nChanged 138
		SP:Iteration 11Q (114846.990000 sec): 3 clusters
  Score: Raw -2661319.956251 + Penalty 3257.735233 = -2658062.221018
  nChanged 88
		SP:Iteration 12Q (114847.280000 sec): 3 clusters
  Score: Raw -2661395.494449 + Penalty 3257.735233 = -2658137.759216
  nChanged 65
		SP:Iteration 13Q (114847.590000 sec): 3 clusters
  Score: Raw -2661434.703479 + Penalty 3257.735233 = -2658176.968245
  nChanged 48
		SP:Iteration 14Q (114847.910000 sec): 3 clusters
  Score: Raw -2661460.307794 + Penalty 3257.735233 = -2658202.572561
  nChanged 32
		SP:Iteration 15Q (114848.200000 sec): 3 clusters
  Score: Raw -2661478.257439 + Penalty 3257.735233 = -2658220.522206
  nChanged 25
		SP:Iteration 16Q (114848.490000 sec): 3 clusters
  Score: Raw -2661493.136991 + Penalty 3257.735233 = -2658235.401757
  nChanged 21
		SP:Iteration 17Q (114848.790000 sec): 3 clusters
  Score: Raw -2661507.750310 + Penalty 3257.735233 = -2658250.015076
  nChanged 20
		SP:Iteration 18Q (114849.220000 sec): 3 clusters
  Score: Raw -2661516.685365 + Penalty 3257.735233 = -2658258.950131
  nChanged 8
		SP:Iteration 19Q (114849.470000 sec): 3 clusters
  Score: Raw -2661520.374658 + Penalty 3257.735233 = -2658262.639425
  nChanged 6
		SP:Iteration 20F (114849.780000 sec): 3 clusters
  Score: Raw -2661523.406997 + Penalty 3257.735233 = -2658265.671764
  nChanged 7
		SP:Iteration 21Q (114850.070000 sec): 3 clusters
  Score: Raw -2661525.564568 + Penalty 3257.735233 = -2658267.829335
  nChanged 1
		SP:Iteration 22Q (114850.360000 sec): 3 clusters
  Score: Raw -2661525.703639 + Penalty 3257.735233 = -2658267.968406
  nChanged 1
		SP:Iteration 23Q (114850.580000 sec): 3 clusters
  Score: Raw -2661525.929844 + Penalty 3257.735233 = -2658268.194611
  nChanged 0
		SP:Iteration 24F (114850.850000 sec): 3 clusters
  Score: Raw -2661525.929844 + Penalty 3257.735233 = -2658268.194611
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114851.020000 sec): 2 clusters
  Score: Raw -2105380.214737 + Penalty 1593.758933 = -2103786.455804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114851.270000 sec): 3 clusters
  Score: Raw -2094462.985736 + Penalty 3187.517866 = -2091275.467870
  nChanged 8177
		SP:Iteration 1F (114851.560000 sec): 3 clusters
  Score: Raw -2099120.750426 + Penalty 3187.517866 = -2095933.232560
  nChanged 1095
		SP:Iteration 2F (114851.860000 sec): 3 clusters
  Score: Raw -2099685.056692 + Penalty 3187.517866 = -2096497.538826
  nChanged 1051
		SP:Iteration 3F (114852.090000 sec): 3 clusters
  Score: Raw -2100295.952230 + Penalty 3187.517866 = -2097108.434364
  nChanged 1108
		SP:Iteration 4F (114852.410000 sec): 3 clusters
  Score: Raw -2101035.434733 + Penalty 3187.517866 = -2097847.916867
  nChanged 1066
		SP:Iteration 5F (114852.650000 sec): 3 clusters
  Score: Raw -2101855.302499 + Penalty 3187.517866 = -2098667.784633
  nChanged 1015
		SP:Iteration 6F (114852.950000 sec): 3 clusters
  Score: Raw -2102685.697590 + Penalty 3187.517866 = -2099498.179724
  nChanged 877
		SP:Iteration 7Q (114853.190000 sec): 3 clusters
  Score: Raw -2103434.604741 + Penalty 3187.517866 = -2100247.086875
  nChanged 749
		SP:Iteration 8Q (114853.480000 sec): 3 clusters
  Score: Raw -2104024.336084 + Penalty 3187.517866 = -2100836.818218
  nChanged 603
		SP:Iteration 9Q (114853.740000 sec): 3 clusters
  Score: Raw -2104404.310541 + Penalty 3187.517866 = -2101216.792675
  nChanged 433
		SP:Iteration 10Q (114854.080000 sec): 3 clusters
  Score: Raw -2104647.494636 + Penalty 3187.517866 = -2101459.976769
  nChanged 325
		SP:Iteration 11Q (114854.320000 sec): 3 clusters
  Score: Raw -2104831.373072 + Penalty 3187.517866 = -2101643.855206
  nChanged 276
		SP:Iteration 12Q (114854.690000 sec): 3 clusters
  Score: Raw -2104965.431421 + Penalty 3187.517866 = -2101777.913555
  nChanged 211
		SP:Iteration 13Q (114854.910000 sec): 3 clusters
  Score: Raw -2105060.256308 + Penalty 3187.517866 = -2101872.738442
  nChanged 179
		SP:Iteration 14Q (114855.180000 sec): 3 clusters
  Score: Raw -2105122.224479 + Penalty 3187.517866 = -2101934.706613
  nChanged 134
		SP:Iteration 15Q (114855.470000 sec): 3 clusters
  Score: Raw -2105171.104444 + Penalty 3187.517866 = -2101983.586578
  nChanged 133
		SP:Iteration 16Q (114855.740000 sec): 3 clusters
  Score: Raw -2105216.494246 + Penalty 3187.517866 = -2102028.976380
  nChanged 107
		SP:Iteration 17Q (114855.970000 sec): 3 clusters
  Score: Raw -2105251.853026 + Penalty 3187.517866 = -2102064.335160
  nChanged 91
		SP:Iteration 18Q (114856.270000 sec): 3 clusters
  Score: Raw -2105284.508523 + Penalty 3187.517866 = -2102096.990657
  nChanged 87
		SP:Iteration 19Q (114856.530000 sec): 3 clusters
  Score: Raw -2105315.084925 + Penalty 3187.517866 = -2102127.567059
  nChanged 87
		SP:Iteration 20F (114856.820000 sec): 3 clusters
  Score: Raw -2105348.962873 + Penalty 3187.517866 = -2102161.445006
  nChanged 84
		SP:Iteration 21Q (114857.110000 sec): 3 clusters
  Score: Raw -2105379.245666 + Penalty 3187.517866 = -2102191.727799
  nChanged 80
		SP:Iteration 22Q (114857.350000 sec): 3 clusters
  Score: Raw -2105405.438991 + Penalty 3187.517866 = -2102217.921125
  nChanged 75
		SP:Iteration 23Q (114857.630000 sec): 3 clusters
  Score: Raw -2105428.711593 + Penalty 3187.517866 = -2102241.193726
  nChanged 71
		SP:Iteration 24Q (114857.940000 sec): 3 clusters
  Score: Raw -2105450.656412 + Penalty 3187.517866 = -2102263.138546
  nChanged 49
		SP:Iteration 25Q (114858.230000 sec): 3 clusters
  Score: Raw -2105465.504377 + Penalty 3187.517866 = -2102277.986511
  nChanged 54
		SP:Iteration 26Q (114858.570000 sec): 3 clusters
  Score: Raw -2105482.074248 + Penalty 3187.517866 = -2102294.556382
  nChanged 46
		SP:Iteration 27Q (114858.880000 sec): 3 clusters
  Score: Raw -2105497.400965 + Penalty 3187.517866 = -2102309.883099
  nChanged 36
		SP:Iteration 28Q (114859.160000 sec): 3 clusters
  Score: Raw -2105511.121211 + Penalty 3187.517866 = -2102323.603345
  nChanged 39
		SP:Iteration 29Q (114859.440000 sec): 3 clusters
  Score: Raw -2105527.293202 + Penalty 3187.517866 = -2102339.775336
  nChanged 44
		SP:Iteration 30Q (114859.780000 sec): 3 clusters
  Score: Raw -2105545.045745 + Penalty 3187.517866 = -2102357.527879
  nChanged 33
		SP:Iteration 31Q (114860.140000 sec): 3 clusters
  Score: Raw -2105558.678185 + Penalty 3187.517866 = -2102371.160319
  nChanged 30
		SP:Iteration 32Q (114860.400000 sec): 3 clusters
  Score: Raw -2105570.441010 + Penalty 3187.517866 = -2102382.923144
  nChanged 25
		SP:Iteration 33Q (114860.680000 sec): 3 clusters
  Score: Raw -2105578.335917 + Penalty 3187.517866 = -2102390.818051
  nChanged 22
		SP:Iteration 34Q (114860.960000 sec): 3 clusters
  Score: Raw -2105586.583282 + Penalty 3187.517866 = -2102399.065416
  nChanged 21
		SP:Iteration 35Q (114861.280000 sec): 3 clusters
  Score: Raw -2105592.526850 + Penalty 3187.517866 = -2102405.008984
  nChanged 13
		SP:Iteration 36Q (114861.570000 sec): 3 clusters
  Score: Raw -2105596.502557 + Penalty 3187.517866 = -2102408.984691
  nChanged 16
		SP:Iteration 37Q (114861.840000 sec): 3 clusters
  Score: Raw -2105600.111365 + Penalty 3187.517866 = -2102412.593499
  nChanged 11
		SP:Iteration 38Q (114862.120000 sec): 3 clusters
  Score: Raw -2105603.213030 + Penalty 3187.517866 = -2102415.695164
  nChanged 8
		SP:Iteration 39Q (114862.360000 sec): 3 clusters
  Score: Raw -2105606.361195 + Penalty 3187.517866 = -2102418.843329
  nChanged 12
		SP:Iteration 40F (114862.620000 sec): 3 clusters
  Score: Raw -2105611.222963 + Penalty 3187.517866 = -2102423.705097
  nChanged 10
		SP:Iteration 41Q (114862.890000 sec): 3 clusters
  Score: Raw -2105613.944339 + Penalty 3187.517866 = -2102426.426472
  nChanged 10
		SP:Iteration 42Q (114863.170000 sec): 3 clusters
  Score: Raw -2105617.689782 + Penalty 3187.517866 = -2102430.171916
  nChanged 8
		SP:Iteration 43Q (114863.470000 sec): 3 clusters
  Score: Raw -2105620.149437 + Penalty 3187.517866 = -2102432.631571
  nChanged 7
		SP:Iteration 44Q (114863.760000 sec): 3 clusters
  Score: Raw -2105622.447052 + Penalty 3187.517866 = -2102434.929186
  nChanged 4
		SP:Iteration 45Q (114864.020000 sec): 3 clusters
  Score: Raw -2105623.926045 + Penalty 3187.517866 = -2102436.408179
  nChanged 6
		SP:Iteration 46Q (114864.320000 sec): 3 clusters
  Score: Raw -2105626.272032 + Penalty 3187.517866 = -2102438.754166
  nChanged 6
		SP:Iteration 47Q (114864.620000 sec): 3 clusters
  Score: Raw -2105628.904157 + Penalty 3187.517866 = -2102441.386291
  nChanged 8
		SP:Iteration 48Q (114864.910000 sec): 3 clusters
  Score: Raw -2105631.650251 + Penalty 3187.517866 = -2102444.132385
  nChanged 8
		SP:Iteration 49Q (114865.210000 sec): 3 clusters
  Score: Raw -2105633.809837 + Penalty 3187.517866 = -2102446.291971
  nChanged 8
		SP:Iteration 50Q (114865.480000 sec): 3 clusters
  Score: Raw -2105636.177417 + Penalty 3187.517866 = -2102448.659550
  nChanged 7
		SP:Iteration 51Q (114865.820000 sec): 3 clusters
  Score: Raw -2105637.812330 + Penalty 3187.517866 = -2102450.294464
  nChanged 2
		SP:Iteration 52Q (114866.050000 sec): 3 clusters
  Score: Raw -2105638.326490 + Penalty 3187.517866 = -2102450.808624
  nChanged 1
		SP:Iteration 53Q (114866.360000 sec): 3 clusters
  Score: Raw -2105638.494990 + Penalty 3187.517866 = -2102450.977124
  nChanged 1
		SP:Iteration 54Q (114866.600000 sec): 3 clusters
  Score: Raw -2105639.115150 + Penalty 3187.517866 = -2102451.597283
  nChanged 3
		SP:Iteration 55Q (114866.880000 sec): 3 clusters
  Score: Raw -2105640.365537 + Penalty 3187.517866 = -2102452.847671
  nChanged 5
		SP:Iteration 56Q (114867.130000 sec): 3 clusters
  Score: Raw -2105641.907234 + Penalty 3187.517866 = -2102454.389368
  nChanged 4
		SP:Iteration 57Q (114867.360000 sec): 3 clusters
  Score: Raw -2105643.412083 + Penalty 3187.517866 = -2102455.894217
  nChanged 5
		SP:Iteration 58Q (114867.600000 sec): 3 clusters
  Score: Raw -2105645.653261 + Penalty 3187.517866 = -2102458.135394
  nChanged 13
		SP:Iteration 59Q (114867.900000 sec): 3 clusters
  Score: Raw -2105651.944123 + Penalty 3187.517866 = -2102464.426257
  nChanged 8
		SP:Iteration 60F (114868.140000 sec): 3 clusters
  Score: Raw -2105654.524695 + Penalty 3187.517866 = -2102467.006829
  nChanged 4
		SP:Iteration 61Q (114868.440000 sec): 3 clusters
  Score: Raw -2105655.629628 + Penalty 3187.517866 = -2102468.111762
  nChanged 4
		SP:Iteration 62Q (114868.720000 sec): 3 clusters
  Score: Raw -2105656.807694 + Penalty 3187.517866 = -2102469.289828
  nChanged 1
		SP:Iteration 63Q (114868.990000 sec): 3 clusters
  Score: Raw -2105656.932292 + Penalty 3187.517866 = -2102469.414426
  nChanged 0
		SP:Iteration 64F (114869.260000 sec): 3 clusters
  Score: Raw -2105656.932292 + Penalty 3187.517866 = -2102469.414426
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114869.380000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114869.540000 sec): 3 clusters
  Score: Raw -59150.303646 + Penalty 2040.519463 = -57109.784183
  nChanged 119
		SP:Iteration 1F (114869.680000 sec): 3 clusters
  Score: Raw -59304.925172 + Penalty 2040.519463 = -57264.405709
  nChanged 38
		SP:Iteration 2F (114869.830000 sec): 3 clusters
  Score: Raw -59379.915569 + Penalty 2040.519463 = -57339.396106
  nChanged 13
		SP:Iteration 3Q (114869.990000 sec): 3 clusters
  Score: Raw -59398.637779 + Penalty 2040.519463 = -57358.118316
  nChanged 5
		SP:Iteration 4Q (114870.140000 sec): 3 clusters
  Score: Raw -59405.820202 + Penalty 2040.519463 = -57365.300739
  nChanged 7
		SP:Iteration 5Q (114870.270000 sec): 3 clusters
  Score: Raw -59422.417774 + Penalty 2040.519463 = -57381.898311
  nChanged 11
		SP:Iteration 6Q (114870.400000 sec): 3 clusters
  Score: Raw -59439.339883 + Penalty 2040.519463 = -57398.820420
  nChanged 7
		SP:Iteration 7Q (114870.540000 sec): 3 clusters
  Score: Raw -59448.054298 + Penalty 2040.519463 = -57407.534835
  nChanged 7
		SP:Iteration 8Q (114870.680000 sec): 3 clusters
  Score: Raw -59457.346690 + Penalty 2040.519463 = -57416.827227
  nChanged 4
		SP:Iteration 9Q (114870.860000 sec): 3 clusters
  Score: Raw -59466.276627 + Penalty 2040.519463 = -57425.757164
  nChanged 6
		SP:Iteration 10Q (114870.980000 sec): 3 clusters
  Score: Raw -59482.324657 + Penalty 2040.519463 = -57441.805194
  nChanged 9
		SP:Iteration 11Q (114871.140000 sec): 3 clusters
  Score: Raw -59503.005851 + Penalty 2040.519463 = -57462.486388
  nChanged 7
		SP:Iteration 12Q (114871.320000 sec): 3 clusters
  Score: Raw -59518.300904 + Penalty 2040.519463 = -57477.781441
  nChanged 8
		SP:Iteration 13Q (114871.490000 sec): 3 clusters
  Score: Raw -59528.408777 + Penalty 2040.519463 = -57487.889314
  nChanged 2
		SP:Iteration 14Q (114871.690000 sec): 3 clusters
  Score: Raw -59532.973934 + Penalty 2040.519463 = -57492.454472
  nChanged 2
		SP:Iteration 15Q (114871.820000 sec): 3 clusters
  Score: Raw -59537.666563 + Penalty 2040.519463 = -57497.147100
  nChanged 1
		SP:Iteration 16Q (114871.950000 sec): 3 clusters
  Score: Raw -59539.718072 + Penalty 2040.519463 = -57499.198609
  nChanged 1
		SP:Iteration 17Q (114872.090000 sec): 3 clusters
  Score: Raw -59541.315843 + Penalty 2040.519463 = -57500.796380
  nChanged 2
		SP:Iteration 18Q (114872.220000 sec): 3 clusters
  Score: Raw -59545.510374 + Penalty 2040.519463 = -57504.990912
  nChanged 2
		SP:Iteration 19Q (114872.340000 sec): 3 clusters
  Score: Raw -59549.690754 + Penalty 2040.519463 = -57509.171291
  nChanged 3
		SP:Iteration 20F (114872.520000 sec): 3 clusters
  Score: Raw -59556.662665 + Penalty 2040.519463 = -57516.143203
  nChanged 5
		SP:Iteration 21Q (114872.640000 sec): 3 clusters
  Score: Raw -59564.330501 + Penalty 2040.519463 = -57523.811038
  nChanged 1
		SP:Iteration 22Q (114872.830000 sec): 3 clusters
  Score: Raw -59565.026294 + Penalty 2040.519463 = -57524.506831
  nChanged 0
		SP:Iteration 23F (114872.960000 sec): 3 clusters
  Score: Raw -59565.026294 + Penalty 2040.519463 = -57524.506831
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (61675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114873.360000 sec): 2 clusters
  Score: Raw -7214064.334348 + Penalty 1792.315515 = -7212272.018832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114873.840000 sec): 3 clusters
  Score: Raw -7174679.087609 + Penalty 3584.631031 = -7171094.456578
  nChanged 29192
		SP:Iteration 1F (114874.350000 sec): 3 clusters
  Score: Raw -7192186.930117 + Penalty 3584.631031 = -7188602.299086
  nChanged 2783
		SP:Iteration 2Q (114874.840000 sec): 3 clusters
  Score: Raw -7193397.009507 + Penalty 3584.631031 = -7189812.378476
  nChanged 3012
		SP:Iteration 3Q (114875.400000 sec): 3 clusters
  Score: Raw -7194914.392594 + Penalty 3584.631031 = -7191329.761563
  nChanged 3328
		SP:Iteration 4F (114875.960000 sec): 3 clusters
  Score: Raw -7196805.501793 + Penalty 3584.631031 = -7193220.870762
  nChanged 3722
		SP:Iteration 5F (114876.440000 sec): 3 clusters
  Score: Raw -7199065.875169 + Penalty 3584.631031 = -7195481.244138
  nChanged 3786
		SP:Iteration 6F (114876.990000 sec): 3 clusters
  Score: Raw -7201417.391842 + Penalty 3584.631031 = -7197832.760811
  nChanged 3460
		SP:Iteration 7F (114877.480000 sec): 3 clusters
  Score: Raw -7203453.882651 + Penalty 3584.631031 = -7199869.251620
  nChanged 2810
		SP:Iteration 8Q (114877.930000 sec): 3 clusters
  Score: Raw -7204776.400501 + Penalty 3584.631031 = -7201191.769471
  nChanged 2013
		SP:Iteration 9Q (114878.400000 sec): 3 clusters
  Score: Raw -7205434.742966 + Penalty 3584.631031 = -7201850.111935
  nChanged 1351
		SP:Iteration 10Q (114878.880000 sec): 3 clusters
  Score: Raw -7205732.835164 + Penalty 3584.631031 = -7202148.204133
  nChanged 904
		SP:Iteration 11Q (114879.320000 sec): 3 clusters
  Score: Raw -7205895.208130 + Penalty 3584.631031 = -7202310.577099
  nChanged 629
		SP:Iteration 12Q (114879.820000 sec): 3 clusters
  Score: Raw -7206006.245227 + Penalty 3584.631031 = -7202421.614196
  nChanged 566
		SP:Iteration 13Q (114880.340000 sec): 3 clusters
  Score: Raw -7206112.137204 + Penalty 3584.631031 = -7202527.506173
  nChanged 566
		SP:Iteration 14Q (114880.870000 sec): 3 clusters
  Score: Raw -7206218.463378 + Penalty 3584.631031 = -7202633.832347
  nChanged 585
		SP:Iteration 15Q (114881.390000 sec): 3 clusters
  Score: Raw -7206318.301531 + Penalty 3584.631031 = -7202733.670500
  nChanged 566
		SP:Iteration 16Q (114881.880000 sec): 3 clusters
  Score: Raw -7206411.954179 + Penalty 3584.631031 = -7202827.323148
  nChanged 570
		SP:Iteration 17Q (114882.410000 sec): 3 clusters
  Score: Raw -7206514.686370 + Penalty 3584.631031 = -7202930.055339
  nChanged 569
		SP:Iteration 18Q (114882.960000 sec): 3 clusters
  Score: Raw -7206627.783003 + Penalty 3584.631031 = -7203043.151972
  nChanged 589
		SP:Iteration 19Q (114883.500000 sec): 3 clusters
  Score: Raw -7206738.565340 + Penalty 3584.631031 = -7203153.934309
  nChanged 552
		SP:Iteration 20F (114884.040000 sec): 3 clusters
  Score: Raw -7206835.386255 + Penalty 3584.631031 = -7203250.755224
  nChanged 509
		SP:Iteration 21Q (114884.570000 sec): 3 clusters
  Score: Raw -7206923.838433 + Penalty 3584.631031 = -7203339.207402
  nChanged 502
		SP:Iteration 22Q (114885.080000 sec): 3 clusters
  Score: Raw -7207014.430495 + Penalty 3584.631031 = -7203429.799464
  nChanged 523
		SP:Iteration 23Q (114885.600000 sec): 3 clusters
  Score: Raw -7207095.279574 + Penalty 3584.631031 = -7203510.648543
  nChanged 474
		SP:Iteration 24Q (114886.080000 sec): 3 clusters
  Score: Raw -7207159.704732 + Penalty 3584.631031 = -7203575.073701
  nChanged 412
		SP:Iteration 25Q (114886.640000 sec): 3 clusters
  Score: Raw -7207212.841890 + Penalty 3584.631031 = -7203628.210859
  nChanged 378
		SP:Iteration 26Q (114887.100000 sec): 3 clusters
  Score: Raw -7207254.034490 + Penalty 3584.631031 = -7203669.403459
  nChanged 310
		SP:Iteration 27Q (114887.650000 sec): 3 clusters
  Score: Raw -7207282.172904 + Penalty 3584.631031 = -7203697.541873
  nChanged 272
		SP:Iteration 28Q (114888.120000 sec): 3 clusters
  Score: Raw -7207306.020673 + Penalty 3584.631031 = -7203721.389643
  nChanged 249
		SP:Iteration 29Q (114888.650000 sec): 3 clusters
  Score: Raw -7207326.013039 + Penalty 3584.631031 = -7203741.382008
  nChanged 219
		SP:Iteration 30Q (114889.210000 sec): 3 clusters
  Score: Raw -7207342.386882 + Penalty 3584.631031 = -7203757.755851
  nChanged 208
		SP:Iteration 31Q (114889.700000 sec): 3 clusters
  Score: Raw -7207358.567420 + Penalty 3584.631031 = -7203773.936389
  nChanged 199
		SP:Iteration 32Q (114890.240000 sec): 3 clusters
  Score: Raw -7207371.836302 + Penalty 3584.631031 = -7203787.205271
  nChanged 169
		SP:Iteration 33Q (114890.770000 sec): 3 clusters
  Score: Raw -7207381.418225 + Penalty 3584.631031 = -7203796.787194
  nChanged 161
		SP:Iteration 34Q (114891.230000 sec): 3 clusters
  Score: Raw -7207389.746724 + Penalty 3584.631031 = -7203805.115693
  nChanged 115
		SP:Iteration 35Q (114891.750000 sec): 3 clusters
  Score: Raw -7207395.024573 + Penalty 3584.631031 = -7203810.393542
  nChanged 103
		SP:Iteration 36Q (114892.220000 sec): 3 clusters
  Score: Raw -7207399.070644 + Penalty 3584.631031 = -7203814.439613
  nChanged 72
		SP:Iteration 37Q (114892.670000 sec): 3 clusters
  Score: Raw -7207401.654027 + Penalty 3584.631031 = -7203817.022996
  nChanged 73
		SP:Iteration 38Q (114893.130000 sec): 3 clusters
  Score: Raw -7207404.287043 + Penalty 3584.631031 = -7203819.656012
  nChanged 73
		SP:Iteration 39Q (114893.620000 sec): 3 clusters
  Score: Raw -7207407.021169 + Penalty 3584.631031 = -7203822.390138
  nChanged 71
		SP:Iteration 40F (114894.100000 sec): 3 clusters
  Score: Raw -7207409.178595 + Penalty 3584.631031 = -7203824.547564
  nChanged 53
		SP:Iteration 41Q (114894.610000 sec): 3 clusters
  Score: Raw -7207410.964914 + Penalty 3584.631031 = -7203826.333883
  nChanged 42
		SP:Iteration 42Q (114895.110000 sec): 3 clusters
  Score: Raw -7207412.438092 + Penalty 3584.631031 = -7203827.807061
  nChanged 52
		SP:Iteration 43Q (114895.570000 sec): 3 clusters
  Score: Raw -7207414.324390 + Penalty 3584.631031 = -7203829.693359
  nChanged 52
		SP:Iteration 44Q (114896.120000 sec): 3 clusters
  Score: Raw -7207415.768585 + Penalty 3584.631031 = -7203831.137554
  nChanged 53
		SP:Iteration 45Q (114896.610000 sec): 3 clusters
  Score: Raw -7207417.441368 + Penalty 3584.631031 = -7203832.810337
  nChanged 50
		SP:Iteration 46Q (114897.060000 sec): 3 clusters
  Score: Raw -7207418.807051 + Penalty 3584.631031 = -7203834.176021
  nChanged 40
		SP:Iteration 47Q (114897.630000 sec): 3 clusters
  Score: Raw -7207420.118205 + Penalty 3584.631031 = -7203835.487174
  nChanged 49
		SP:Iteration 48Q (114898.150000 sec): 3 clusters
  Score: Raw -7207421.598555 + Penalty 3584.631031 = -7203836.967524
  nChanged 42
		SP:Iteration 49Q (114898.640000 sec): 3 clusters
  Score: Raw -7207422.822949 + Penalty 3584.631031 = -7203838.191918
  nChanged 37
		SP:Iteration 50Q (114899.130000 sec): 3 clusters
  Score: Raw -7207423.590472 + Penalty 3584.631031 = -7203838.959441
  nChanged 30
		SP:Iteration 51Q (114899.650000 sec): 3 clusters
  Score: Raw -7207424.367757 + Penalty 3584.631031 = -7203839.736726
  nChanged 31
		SP:Iteration 52Q (114900.170000 sec): 3 clusters
  Score: Raw -7207425.284044 + Penalty 3584.631031 = -7203840.653013
  nChanged 29
		SP:Iteration 53Q (114900.670000 sec): 3 clusters
  Score: Raw -7207425.930459 + Penalty 3584.631031 = -7203841.299428
  nChanged 27
		SP:Iteration 54Q (114901.160000 sec): 3 clusters
  Score: Raw -7207426.767182 + Penalty 3584.631031 = -7203842.136151
  nChanged 33
		SP:Iteration 55Q (114901.660000 sec): 3 clusters
  Score: Raw -7207427.778199 + Penalty 3584.631031 = -7203843.147168
  nChanged 33
		SP:Iteration 56Q (114902.180000 sec): 3 clusters
  Score: Raw -7207428.437177 + Penalty 3584.631031 = -7203843.806146
  nChanged 22
		SP:Iteration 57Q (114902.730000 sec): 3 clusters
  Score: Raw -7207428.956826 + Penalty 3584.631031 = -7203844.325795
  nChanged 23
		SP:Iteration 58Q (114903.270000 sec): 3 clusters
  Score: Raw -7207429.474958 + Penalty 3584.631031 = -7203844.843927
  nChanged 19
		SP:Iteration 59Q (114903.780000 sec): 3 clusters
  Score: Raw -7207429.828901 + Penalty 3584.631031 = -7203845.197870
  nChanged 14
		SP:Iteration 60F (114904.300000 sec): 3 clusters
  Score: Raw -7207430.073096 + Penalty 3584.631031 = -7203845.442065
  nChanged 14
		SP:Iteration 61Q (114904.810000 sec): 3 clusters
  Score: Raw -7207430.320792 + Penalty 3584.631031 = -7203845.689761
  nChanged 13
		SP:Iteration 62Q (114905.320000 sec): 3 clusters
  Score: Raw -7207430.532634 + Penalty 3584.631031 = -7203845.901603
  nChanged 9
		SP:Iteration 63Q (114905.900000 sec): 3 clusters
  Score: Raw -7207430.709521 + Penalty 3584.631031 = -7203846.078490
  nChanged 11
		SP:Iteration 64Q (114906.420000 sec): 3 clusters
  Score: Raw -7207430.944001 + Penalty 3584.631031 = -7203846.312970
  nChanged 11
		SP:Iteration 65Q (114907.010000 sec): 3 clusters
  Score: Raw -7207431.130067 + Penalty 3584.631031 = -7203846.499036
  nChanged 16
		SP:Iteration 66Q (114907.530000 sec): 3 clusters
  Score: Raw -7207431.507451 + Penalty 3584.631031 = -7203846.876420
  nChanged 18
		SP:Iteration 67Q (114908.110000 sec): 3 clusters
  Score: Raw -7207432.035801 + Penalty 3584.631031 = -7203847.404770
  nChanged 16
		SP:Iteration 68Q (114908.640000 sec): 3 clusters
  Score: Raw -7207432.475396 + Penalty 3584.631031 = -7203847.844365
  nChanged 19
		SP:Iteration 69Q (114909.150000 sec): 3 clusters
  Score: Raw -7207432.801692 + Penalty 3584.631031 = -7203848.170661
  nChanged 12
		SP:Iteration 70Q (114909.650000 sec): 3 clusters
  Score: Raw -7207433.012633 + Penalty 3584.631031 = -7203848.381602
  nChanged 13
		SP:Iteration 71Q (114910.160000 sec): 3 clusters
  Score: Raw -7207433.195823 + Penalty 3584.631031 = -7203848.564792
  nChanged 8
		SP:Iteration 72Q (114910.630000 sec): 3 clusters
  Score: Raw -7207433.277882 + Penalty 3584.631031 = -7203848.646851
  nChanged 3
		SP:Iteration 73Q (114911.210000 sec): 3 clusters
  Score: Raw -7207433.331536 + Penalty 3584.631031 = -7203848.700505
  nChanged 2
		SP:Iteration 74Q (114911.800000 sec): 3 clusters
  Score: Raw -7207433.371199 + Penalty 3584.631031 = -7203848.740168
  nChanged 2
		SP:Iteration 75Q (114912.330000 sec): 3 clusters
  Score: Raw -7207433.404892 + Penalty 3584.631031 = -7203848.773861
  nChanged 4
		SP:Iteration 76Q (114912.850000 sec): 3 clusters
  Score: Raw -7207433.498009 + Penalty 3584.631031 = -7203848.866978
  nChanged 8
		SP:Iteration 77Q (114913.450000 sec): 3 clusters
  Score: Raw -7207433.661581 + Penalty 3584.631031 = -7203849.030550
  nChanged 7
		SP:Iteration 78Q (114913.940000 sec): 3 clusters
  Score: Raw -7207433.793996 + Penalty 3584.631031 = -7203849.162965
  nChanged 4
		SP:Iteration 79Q (114914.470000 sec): 3 clusters
  Score: Raw -7207433.852112 + Penalty 3584.631031 = -7203849.221081
  nChanged 1
		SP:Iteration 80F (114915.050000 sec): 3 clusters
  Score: Raw -7207433.918124 + Penalty 3584.631031 = -7203849.287093
  nChanged 5
		SP:Iteration 81Q (114915.550000 sec): 3 clusters
  Score: Raw -7207433.997521 + Penalty 3584.631031 = -7203849.366490
  nChanged 6
		SP:Iteration 82Q (114916.020000 sec): 3 clusters
  Score: Raw -7207434.083365 + Penalty 3584.631031 = -7203849.452334
  nChanged 6
		SP:Iteration 83Q (114916.570000 sec): 3 clusters
  Score: Raw -7207434.165609 + Penalty 3584.631031 = -7203849.534578
  nChanged 2
		SP:Iteration 84Q (114917.070000 sec): 3 clusters
  Score: Raw -7207434.189570 + Penalty 3584.631031 = -7203849.558539
  nChanged 1
		SP:Iteration 85Q (114917.570000 sec): 3 clusters
  Score: Raw -7207434.202544 + Penalty 3584.631031 = -7203849.571513
  nChanged 0
		SP:Iteration 86F (114918.090000 sec): 3 clusters
  Score: Raw -7207434.202544 + Penalty 3584.631031 = -7203849.571513
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (100794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114918.720000 sec): 2 clusters
  Score: Raw -11434745.392577 + Penalty 1872.135543 = -11432873.257034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114919.430000 sec): 3 clusters
  Score: Raw -11369092.691249 + Penalty 3744.271085 = -11365348.420164
  nChanged 48347
		SP:Iteration 1F (114920.160000 sec): 3 clusters
  Score: Raw -11397280.779450 + Penalty 3744.271085 = -11393536.508364
  nChanged 3961
		SP:Iteration 2Q (114920.860000 sec): 3 clusters
  Score: Raw -11398602.558214 + Penalty 3744.271085 = -11394858.287128
  nChanged 4368
		SP:Iteration 3Q (114921.620000 sec): 3 clusters
  Score: Raw -11400439.186813 + Penalty 3744.271085 = -11396694.915728
  nChanged 5107
		SP:Iteration 4F (114922.330000 sec): 3 clusters
  Score: Raw -11402957.112909 + Penalty 3744.271085 = -11399212.841824
  nChanged 5816
		SP:Iteration 5F (114923.060000 sec): 3 clusters
  Score: Raw -11406135.949234 + Penalty 3744.271085 = -11402391.678149
  nChanged 6151
		SP:Iteration 6F (114923.690000 sec): 3 clusters
  Score: Raw -11409868.661389 + Penalty 3744.271085 = -11406124.390304
  nChanged 6203
		SP:Iteration 7F (114924.310000 sec): 3 clusters
  Score: Raw -11413908.063512 + Penalty 3744.271085 = -11410163.792426
  nChanged 5859
		SP:Iteration 8F (114924.960000 sec): 3 clusters
  Score: Raw -11417604.701333 + Penalty 3744.271085 = -11413860.430247
  nChanged 4972
		SP:Iteration 9Q (114925.670000 sec): 3 clusters
  Score: Raw -11420240.273667 + Penalty 3744.271085 = -11416496.002582
  nChanged 3769
		SP:Iteration 10Q (114926.250000 sec): 3 clusters
  Score: Raw -11421775.598519 + Penalty 3744.271085 = -11418031.327433
  nChanged 2617
		SP:Iteration 11Q (114926.840000 sec): 3 clusters
  Score: Raw -11422552.449131 + Penalty 3744.271085 = -11418808.178045
  nChanged 1869
		SP:Iteration 12Q (114927.550000 sec): 3 clusters
  Score: Raw -11423034.623477 + Penalty 3744.271085 = -11419290.352392
  nChanged 1475
		SP:Iteration 13Q (114928.290000 sec): 3 clusters
  Score: Raw -11423412.280610 + Penalty 3744.271085 = -11419668.009525
  nChanged 1352
		SP:Iteration 14Q (114929.040000 sec): 3 clusters
  Score: Raw -11423733.409926 + Penalty 3744.271085 = -11419989.138841
  nChanged 1307
		SP:Iteration 15Q (114929.800000 sec): 3 clusters
  Score: Raw -11424051.692258 + Penalty 3744.271085 = -11420307.421172
  nChanged 1225
		SP:Iteration 16Q (114930.460000 sec): 3 clusters
  Score: Raw -11424325.211535 + Penalty 3744.271085 = -11420580.940450
  nChanged 1153
		SP:Iteration 17Q (114931.200000 sec): 3 clusters
  Score: Raw -11424574.291392 + Penalty 3744.271085 = -11420830.020306
  nChanged 1107
		SP:Iteration 18Q (114931.890000 sec): 3 clusters
  Score: Raw -11424814.412095 + Penalty 3744.271085 = -11421070.141010
  nChanged 1044
		SP:Iteration 19Q (114932.620000 sec): 3 clusters
  Score: Raw -11425037.123392 + Penalty 3744.271085 = -11421292.852306
  nChanged 1014
		SP:Iteration 20F (114933.250000 sec): 3 clusters
  Score: Raw -11425233.509642 + Penalty 3744.271085 = -11421489.238556
  nChanged 988
		SP:Iteration 21Q (114933.970000 sec): 3 clusters
  Score: Raw -11425417.344120 + Penalty 3744.271085 = -11421673.073034
  nChanged 947
		SP:Iteration 22Q (114934.690000 sec): 3 clusters
  Score: Raw -11425575.810060 + Penalty 3744.271085 = -11421831.538975
  nChanged 795
		SP:Iteration 23Q (114935.360000 sec): 3 clusters
  Score: Raw -11425694.729323 + Penalty 3744.271085 = -11421950.458238
  nChanged 711
		SP:Iteration 24Q (114936.100000 sec): 3 clusters
  Score: Raw -11425795.109804 + Penalty 3744.271085 = -11422050.838718
  nChanged 669
		SP:Iteration 25Q (114936.880000 sec): 3 clusters
  Score: Raw -11425883.667976 + Penalty 3744.271085 = -11422139.396890
  nChanged 614
		SP:Iteration 26Q (114937.590000 sec): 3 clusters
  Score: Raw -11425961.313593 + Penalty 3744.271085 = -11422217.042507
  nChanged 584
		SP:Iteration 27Q (114938.300000 sec): 3 clusters
  Score: Raw -11426028.108844 + Penalty 3744.271085 = -11422283.837758
  nChanged 531
		SP:Iteration 28Q (114939.060000 sec): 3 clusters
  Score: Raw -11426088.185055 + Penalty 3744.271085 = -11422343.913970
  nChanged 512
		SP:Iteration 29Q (114939.750000 sec): 3 clusters
  Score: Raw -11426144.546205 + Penalty 3744.271085 = -11422400.275119
  nChanged 520
		SP:Iteration 30Q (114940.520000 sec): 3 clusters
  Score: Raw -11426204.136521 + Penalty 3744.271085 = -11422459.865436
  nChanged 523
		SP:Iteration 31Q (114941.240000 sec): 3 clusters
  Score: Raw -11426261.020526 + Penalty 3744.271085 = -11422516.749441
  nChanged 502
		SP:Iteration 32Q (114941.960000 sec): 3 clusters
  Score: Raw -11426313.801659 + Penalty 3744.271085 = -11422569.530573
  nChanged 447
		SP:Iteration 33Q (114942.640000 sec): 3 clusters
  Score: Raw -11426357.767233 + Penalty 3744.271085 = -11422613.496148
  nChanged 449
		SP:Iteration 34Q (114943.350000 sec): 3 clusters
  Score: Raw -11426401.513765 + Penalty 3744.271085 = -11422657.242679
  nChanged 437
		SP:Iteration 35Q (114944.020000 sec): 3 clusters
  Score: Raw -11426442.559024 + Penalty 3744.271085 = -11422698.287938
  nChanged 373
		SP:Iteration 36Q (114944.690000 sec): 3 clusters
  Score: Raw -11426473.416421 + Penalty 3744.271085 = -11422729.145335
  nChanged 359
		SP:Iteration 37Q (114945.360000 sec): 3 clusters
  Score: Raw -11426501.304449 + Penalty 3744.271085 = -11422757.033364
  nChanged 347
		SP:Iteration 38Q (114946.020000 sec): 3 clusters
  Score: Raw -11426528.295753 + Penalty 3744.271085 = -11422784.024668
  nChanged 320
		SP:Iteration 39Q (114946.740000 sec): 3 clusters
  Score: Raw -11426551.550819 + Penalty 3744.271085 = -11422807.279734
  nChanged 315
		SP:Iteration 40F (114947.430000 sec): 3 clusters
  Score: Raw -11426573.798214 + Penalty 3744.271085 = -11422829.527128
  nChanged 334
		SP:Iteration 41Q (114948.060000 sec): 3 clusters
  Score: Raw -11426598.246783 + Penalty 3744.271085 = -11422853.975697
  nChanged 333
		SP:Iteration 42Q (114948.700000 sec): 3 clusters
  Score: Raw -11426621.765095 + Penalty 3744.271085 = -11422877.494009
  nChanged 325
		SP:Iteration 43Q (114949.380000 sec): 3 clusters
  Score: Raw -11426645.115922 + Penalty 3744.271085 = -11422900.844836
  nChanged 330
		SP:Iteration 44Q (114950.050000 sec): 3 clusters
  Score: Raw -11426667.933577 + Penalty 3744.271085 = -11422923.662491
  nChanged 314
		SP:Iteration 45Q (114950.730000 sec): 3 clusters
  Score: Raw -11426688.458588 + Penalty 3744.271085 = -11422944.187503
  nChanged 314
		SP:Iteration 46Q (114951.430000 sec): 3 clusters
  Score: Raw -11426711.335207 + Penalty 3744.271085 = -11422967.064121
  nChanged 339
		SP:Iteration 47Q (114952.180000 sec): 3 clusters
  Score: Raw -11426736.971282 + Penalty 3744.271085 = -11422992.700197
  nChanged 351
		SP:Iteration 48Q (114952.910000 sec): 3 clusters
  Score: Raw -11426763.364983 + Penalty 3744.271085 = -11423019.093897
  nChanged 369
		SP:Iteration 49Q (114953.640000 sec): 3 clusters
  Score: Raw -11426792.631106 + Penalty 3744.271085 = -11423048.360021
  nChanged 388
		SP:Iteration 50Q (114954.410000 sec): 3 clusters
  Score: Raw -11426824.007846 + Penalty 3744.271085 = -11423079.736761
  nChanged 394
		SP:Iteration 51Q (114955.110000 sec): 3 clusters
  Score: Raw -11426856.308378 + Penalty 3744.271085 = -11423112.037292
  nChanged 411
		SP:Iteration 52Q (114955.860000 sec): 3 clusters
  Score: Raw -11426890.121303 + Penalty 3744.271085 = -11423145.850217
  nChanged 436
		SP:Iteration 53Q (114956.560000 sec): 3 clusters
  Score: Raw -11426930.894830 + Penalty 3744.271085 = -11423186.623745
  nChanged 463
		SP:Iteration 54Q (114957.280000 sec): 3 clusters
  Score: Raw -11426976.570092 + Penalty 3744.271085 = -11423232.299006
  nChanged 464
		SP:Iteration 55Q (114957.980000 sec): 3 clusters
  Score: Raw -11427023.101486 + Penalty 3744.271085 = -11423278.830401
  nChanged 483
		SP:Iteration 56Q (114958.690000 sec): 3 clusters
  Score: Raw -11427073.049171 + Penalty 3744.271085 = -11423328.778085
  nChanged 523
		SP:Iteration 57Q (114959.410000 sec): 3 clusters
  Score: Raw -11427126.684520 + Penalty 3744.271085 = -11423382.413435
  nChanged 511
		SP:Iteration 58Q (114960.160000 sec): 3 clusters
  Score: Raw -11427180.354239 + Penalty 3744.271085 = -11423436.083154
  nChanged 560
		SP:Iteration 59Q (114960.890000 sec): 3 clusters
  Score: Raw -11427240.181791 + Penalty 3744.271085 = -11423495.910706
  nChanged 573
		SP:Iteration 60F (114961.610000 sec): 3 clusters
  Score: Raw -11427304.899545 + Penalty 3744.271085 = -11423560.628459
  nChanged 614
		SP:Iteration 61Q (114962.300000 sec): 3 clusters
  Score: Raw -11427375.399478 + Penalty 3744.271085 = -11423631.128393
  nChanged 661
		SP:Iteration 62Q (114962.980000 sec): 3 clusters
  Score: Raw -11427459.768289 + Penalty 3744.271085 = -11423715.497203
  nChanged 720
		SP:Iteration 63Q (114963.660000 sec): 3 clusters
  Score: Raw -11427563.973684 + Penalty 3744.271085 = -11423819.702599
  nChanged 818
		SP:Iteration 64Q (114964.280000 sec): 3 clusters
  Score: Raw -11427692.732948 + Penalty 3744.271085 = -11423948.461863
  nChanged 838
		SP:Iteration 65Q (114964.930000 sec): 3 clusters
  Score: Raw -11427828.752143 + Penalty 3744.271085 = -11424084.481058
  nChanged 859
		SP:Iteration 66Q (114965.580000 sec): 3 clusters
  Score: Raw -11427972.971846 + Penalty 3744.271085 = -11424228.700761
  nChanged 892
		SP:Iteration 67Q (114966.230000 sec): 3 clusters
  Score: Raw -11428126.619612 + Penalty 3744.271085 = -11424382.348527
  nChanged 879
		SP:Iteration 68Q (114966.870000 sec): 3 clusters
  Score: Raw -11428285.872577 + Penalty 3744.271085 = -11424541.601492
  nChanged 892
		SP:Iteration 69Q (114967.470000 sec): 3 clusters
  Score: Raw -11428457.887117 + Penalty 3744.271085 = -11424713.616032
  nChanged 917
		SP:Iteration 70Q (114968.120000 sec): 3 clusters
  Score: Raw -11428646.994635 + Penalty 3744.271085 = -11424902.723549
  nChanged 989
		SP:Iteration 71Q (114968.810000 sec): 3 clusters
  Score: Raw -11428867.098199 + Penalty 3744.271085 = -11425122.827113
  nChanged 1004
		SP:Iteration 72Q (114969.470000 sec): 3 clusters
  Score: Raw -11429082.910932 + Penalty 3744.271085 = -11425338.639846
  nChanged 1000
		SP:Iteration 73Q (114970.170000 sec): 3 clusters
  Score: Raw -11429312.527490 + Penalty 3744.271085 = -11425568.256405
  nChanged 1034
		SP:Iteration 74Q (114970.860000 sec): 3 clusters
  Score: Raw -11429571.069101 + Penalty 3744.271085 = -11425826.798015
  nChanged 1054
		SP:Iteration 75Q (114971.500000 sec): 3 clusters
  Score: Raw -11429842.913906 + Penalty 3744.271085 = -11426098.642821
  nChanged 1118
		SP:Iteration 76Q (114972.160000 sec): 3 clusters
  Score: Raw -11430146.440009 + Penalty 3744.271085 = -11426402.168923
  nChanged 1136
		SP:Iteration 77Q (114972.790000 sec): 3 clusters
  Score: Raw -11430475.604708 + Penalty 3744.271085 = -11426731.333622
  nChanged 1166
		SP:Iteration 78Q (114973.410000 sec): 3 clusters
  Score: Raw -11430836.993689 + Penalty 3744.271085 = -11427092.722604
  nChanged 1168
		SP:Iteration 79Q (114974.080000 sec): 3 clusters
  Score: Raw -11431207.276092 + Penalty 3744.271085 = -11427463.005007
  nChanged 1133
		SP:Iteration 80F (114974.750000 sec): 3 clusters
  Score: Raw -11431579.503820 + Penalty 3744.271085 = -11427835.232735
  nChanged 1139
		SP:Iteration 81Q (114975.410000 sec): 3 clusters
  Score: Raw -11431960.321371 + Penalty 3744.271085 = -11428216.050286
  nChanged 1115
		SP:Iteration 82Q (114976.060000 sec): 3 clusters
  Score: Raw -11432330.440010 + Penalty 3744.271085 = -11428586.168925
  nChanged 1018
		SP:Iteration 83Q (114976.700000 sec): 3 clusters
  Score: Raw -11432664.073770 + Penalty 3744.271085 = -11428919.802685
  nChanged 965
		SP:Iteration 84Q (114977.360000 sec): 3 clusters
  Score: Raw -11432990.376903 + Penalty 3744.271085 = -11429246.105818
  nChanged 888
		SP:Iteration 85Q (114978.050000 sec): 3 clusters
  Score: Raw -11433294.843666 + Penalty 3744.271085 = -11429550.572581
  nChanged 827
		SP:Iteration 86Q (114978.650000 sec): 3 clusters
  Score: Raw -11433582.717259 + Penalty 3744.271085 = -11429838.446173
  nChanged 783
		SP:Iteration 87Q (114979.300000 sec): 3 clusters
  Score: Raw -11433869.166313 + Penalty 3744.271085 = -11430124.895228
  nChanged 747
		SP:Iteration 88Q (114979.980000 sec): 3 clusters
  Score: Raw -11434142.189149 + Penalty 3744.271085 = -11430397.918064
  nChanged 630
		SP:Iteration 89Q (114980.670000 sec): 3 clusters
  Score: Raw -11434352.273951 + Penalty 3744.271085 = -11430608.002865
  nChanged 590
		SP:Iteration 90Q (114981.300000 sec): 3 clusters
  Score: Raw -11434553.654723 + Penalty 3744.271085 = -11430809.383638
  nChanged 544
		SP:Iteration 91Q (114981.920000 sec): 3 clusters
  Score: Raw -11434729.835564 + Penalty 3744.271085 = -11430985.564479
  nChanged 462
		SP:Iteration 92Q (114982.510000 sec): 3 clusters
  Score: Raw -11434877.652274 + Penalty 3744.271085 = -11431133.381189
  nChanged 385
		SP:Iteration 93Q (114983.170000 sec): 3 clusters
  Score: Raw -11434995.907303 + Penalty 3744.271085 = -11431251.636217
  nChanged 326
		SP:Iteration 94Q (114983.840000 sec): 3 clusters
  Score: Raw -11435093.999110 + Penalty 3744.271085 = -11431349.728025
  nChanged 267
		SP:Iteration 95Q (114984.500000 sec): 3 clusters
  Score: Raw -11435177.402424 + Penalty 3744.271085 = -11431433.131339
  nChanged 238
		SP:Iteration 96Q (114985.210000 sec): 3 clusters
  Score: Raw -11435240.963388 + Penalty 3744.271085 = -11431496.692303
  nChanged 191
		SP:Iteration 97Q (114985.810000 sec): 3 clusters
  Score: Raw -11435285.373811 + Penalty 3744.271085 = -11431541.102725
  nChanged 173
		SP:Iteration 98Q (114986.470000 sec): 3 clusters
  Score: Raw -11435327.682489 + Penalty 3744.271085 = -11431583.411403
  nChanged 165
		SP:Iteration 99Q (114987.100000 sec): 3 clusters
  Score: Raw -11435368.177936 + Penalty 3744.271085 = -11431623.906851
  nChanged 139
		SP:Iteration 100F (114987.770000 sec): 3 clusters
  Score: Raw -11435397.637775 + Penalty 3744.271085 = -11431653.366690
  nChanged 109
		SP:Iteration 101Q (114988.410000 sec): 3 clusters
  Score: Raw -11435424.015371 + Penalty 3744.271085 = -11431679.744285
  nChanged 97
		SP:Iteration 102Q (114989.050000 sec): 3 clusters
  Score: Raw -11435447.326715 + Penalty 3744.271085 = -11431703.055630
  nChanged 79
		SP:Iteration 103Q (114989.750000 sec): 3 clusters
  Score: Raw -11435469.436433 + Penalty 3744.271085 = -11431725.165348
  nChanged 78
		SP:Iteration 104Q (114990.400000 sec): 3 clusters
  Score: Raw -11435488.294463 + Penalty 3744.271085 = -11431744.023378
  nChanged 70
		SP:Iteration 105Q (114991.060000 sec): 3 clusters
  Score: Raw -11435509.635733 + Penalty 3744.271085 = -11431765.364648
  nChanged 71
		SP:Iteration 106Q (114991.770000 sec): 3 clusters
  Score: Raw -11435529.706099 + Penalty 3744.271085 = -11431785.435014
  nChanged 62
		SP:Iteration 107Q (114992.390000 sec): 3 clusters
  Score: Raw -11435546.729897 + Penalty 3744.271085 = -11431802.458811
  nChanged 56
		SP:Iteration 108Q (114993.000000 sec): 3 clusters
  Score: Raw -11435570.994659 + Penalty 3744.271085 = -11431826.723574
  nChanged 57
		SP:Iteration 109Q (114993.610000 sec): 3 clusters
  Score: Raw -11435590.522683 + Penalty 3744.271085 = -11431846.251597
  nChanged 69
		SP:Iteration 110Q (114994.240000 sec): 3 clusters
  Score: Raw -11435618.575159 + Penalty 3744.271085 = -11431874.304074
  nChanged 74
		SP:Iteration 111Q (114994.880000 sec): 3 clusters
  Score: Raw -11435649.093931 + Penalty 3744.271085 = -11431904.822845
  nChanged 63
		SP:Iteration 112Q (114995.490000 sec): 3 clusters
  Score: Raw -11435672.352609 + Penalty 3744.271085 = -11431928.081523
  nChanged 56
		SP:Iteration 113Q (114996.150000 sec): 3 clusters
  Score: Raw -11435692.187128 + Penalty 3744.271085 = -11431947.916043
  nChanged 51
		SP:Iteration 114Q (114996.810000 sec): 3 clusters
  Score: Raw -11435709.114180 + Penalty 3744.271085 = -11431964.843094
  nChanged 44
		SP:Iteration 115Q (114997.350000 sec): 3 clusters
  Score: Raw -11435721.109467 + Penalty 3744.271085 = -11431976.838382
  nChanged 45
		SP:Iteration 116Q (114997.970000 sec): 3 clusters
  Score: Raw -11435732.741112 + Penalty 3744.271085 = -11431988.470027
  nChanged 36
		SP:Iteration 117Q (114998.560000 sec): 3 clusters
  Score: Raw -11435740.045968 + Penalty 3744.271085 = -11431995.774883
  nChanged 35
		SP:Iteration 118Q (114999.190000 sec): 3 clusters
  Score: Raw -11435746.451385 + Penalty 3744.271085 = -11432002.180299
  nChanged 25
		SP:Iteration 119Q (114999.810000 sec): 3 clusters
  Score: Raw -11435750.975467 + Penalty 3744.271085 = -11432006.704382
  nChanged 25
		SP:Iteration 120F (115000.530000 sec): 3 clusters
  Score: Raw -11435756.310100 + Penalty 3744.271085 = -11432012.039014
  nChanged 19
		SP:Iteration 121Q (115001.070000 sec): 3 clusters
  Score: Raw -11435760.200591 + Penalty 3744.271085 = -11432015.929506
  nChanged 24
		SP:Iteration 122Q (115001.720000 sec): 3 clusters
  Score: Raw -11435764.264348 + Penalty 3744.271085 = -11432019.993262
  nChanged 17
		SP:Iteration 123Q (115002.320000 sec): 3 clusters
  Score: Raw -11435767.503366 + Penalty 3744.271085 = -11432023.232281
  nChanged 22
		SP:Iteration 124Q (115003.010000 sec): 3 clusters
  Score: Raw -11435772.176866 + Penalty 3744.271085 = -11432027.905780
  nChanged 20
		SP:Iteration 125Q (115003.620000 sec): 3 clusters
  Score: Raw -11435776.285643 + Penalty 3744.271085 = -11432032.014557
  nChanged 22
		SP:Iteration 126Q (115004.260000 sec): 3 clusters
  Score: Raw -11435779.837120 + Penalty 3744.271085 = -11432035.566035
  nChanged 16
		SP:Iteration 127Q (115004.880000 sec): 3 clusters
  Score: Raw -11435783.564597 + Penalty 3744.271085 = -11432039.293511
  nChanged 22
		SP:Iteration 128Q (115005.490000 sec): 3 clusters
  Score: Raw -11435787.953381 + Penalty 3744.271085 = -11432043.682295
  nChanged 22
		SP:Iteration 129Q (115006.110000 sec): 3 clusters
  Score: Raw -11435793.033165 + Penalty 3744.271085 = -11432048.762079
  nChanged 14
		SP:Iteration 130Q (115006.730000 sec): 3 clusters
  Score: Raw -11435796.057780 + Penalty 3744.271085 = -11432051.786694
  nChanged 15
		SP:Iteration 131Q (115007.380000 sec): 3 clusters
  Score: Raw -11435799.508049 + Penalty 3744.271085 = -11432055.236963
  nChanged 16
		SP:Iteration 132Q (115008.040000 sec): 3 clusters
  Score: Raw -11435803.507037 + Penalty 3744.271085 = -11432059.235951
  nChanged 21
		SP:Iteration 133Q (115008.720000 sec): 3 clusters
  Score: Raw -11435806.572512 + Penalty 3744.271085 = -11432062.301427
  nChanged 11
		SP:Iteration 134Q (115009.360000 sec): 3 clusters
  Score: Raw -11435808.674102 + Penalty 3744.271085 = -11432064.403017
  nChanged 18
		SP:Iteration 135Q (115009.980000 sec): 3 clusters
  Score: Raw -11435812.310973 + Penalty 3744.271085 = -11432068.039887
  nChanged 17
		SP:Iteration 136Q (115010.580000 sec): 3 clusters
  Score: Raw -11435814.744590 + Penalty 3744.271085 = -11432070.473504
  nChanged 10
		SP:Iteration 137Q (115011.180000 sec): 3 clusters
  Score: Raw -11435816.407472 + Penalty 3744.271085 = -11432072.136386
  nChanged 14
		SP:Iteration 138Q (115011.880000 sec): 3 clusters
  Score: Raw -11435819.568488 + Penalty 3744.271085 = -11432075.297403
  nChanged 22
		SP:Iteration 139Q (115012.570000 sec): 3 clusters
  Score: Raw -11435825.459114 + Penalty 3744.271085 = -11432081.188028
  nChanged 23
		SP:Iteration 140F (115013.290000 sec): 3 clusters
  Score: Raw -11435831.582429 + Penalty 3744.271085 = -11432087.311344
  nChanged 29
		SP:Iteration 141Q (115013.920000 sec): 3 clusters
  Score: Raw -11435839.305316 + Penalty 3744.271085 = -11432095.034231
  nChanged 24
		SP:Iteration 142Q (115014.470000 sec): 3 clusters
  Score: Raw -11435845.555942 + Penalty 3744.271085 = -11432101.284857
  nChanged 27
		SP:Iteration 143Q (115015.050000 sec): 3 clusters
  Score: Raw -11435852.302190 + Penalty 3744.271085 = -11432108.031105
  nChanged 21
		SP:Iteration 144Q (115015.580000 sec): 3 clusters
  Score: Raw -11435858.671394 + Penalty 3744.271085 = -11432114.400308
  nChanged 27
		SP:Iteration 145Q (115016.140000 sec): 3 clusters
  Score: Raw -11435867.344522 + Penalty 3744.271085 = -11432123.073436
  nChanged 31
		SP:Iteration 146Q (115016.760000 sec): 3 clusters
  Score: Raw -11435878.837925 + Penalty 3744.271085 = -11432134.566839
  nChanged 33
		SP:Iteration 147Q (115017.400000 sec): 3 clusters
  Score: Raw -11435891.836648 + Penalty 3744.271085 = -11432147.565562
  nChanged 46
		SP:Iteration 148Q (115018.110000 sec): 3 clusters
  Score: Raw -11435913.287856 + Penalty 3744.271085 = -11432169.016771
  nChanged 42
		SP:Iteration 149Q (115018.770000 sec): 3 clusters
  Score: Raw -11435930.728550 + Penalty 3744.271085 = -11432186.457465
  nChanged 59
		SP:Iteration 150Q (115019.400000 sec): 3 clusters
  Score: Raw -11435954.210303 + Penalty 3744.271085 = -11432209.939217
  nChanged 60
		SP:Iteration 151Q (115020.060000 sec): 3 clusters
  Score: Raw -11435976.419956 + Penalty 3744.271085 = -11432232.148871
  nChanged 76
		SP:Iteration 152Q (115020.690000 sec): 3 clusters
  Score: Raw -11436006.438384 + Penalty 3744.271085 = -11432262.167299
  nChanged 64
		SP:Iteration 153Q (115021.310000 sec): 3 clusters
  Score: Raw -11436030.629143 + Penalty 3744.271085 = -11432286.358057
  nChanged 55
		SP:Iteration 154Q (115021.980000 sec): 3 clusters
  Score: Raw -11436049.357373 + Penalty 3744.271085 = -11432305.086287
  nChanged 54
		SP:Iteration 155Q (115022.610000 sec): 3 clusters
  Score: Raw -11436066.192064 + Penalty 3744.271085 = -11432321.920979
  nChanged 58
		SP:Iteration 156Q (115023.250000 sec): 3 clusters
  Score: Raw -11436086.220542 + Penalty 3744.271085 = -11432341.949457
  nChanged 50
		SP:Iteration 157Q (115023.840000 sec): 3 clusters
  Score: Raw -11436102.222747 + Penalty 3744.271085 = -11432357.951661
  nChanged 47
		SP:Iteration 158Q (115024.380000 sec): 3 clusters
  Score: Raw -11436115.709070 + Penalty 3744.271085 = -11432371.437984
  nChanged 31
		SP:Iteration 159Q (115025.010000 sec): 3 clusters
  Score: Raw -11436123.571922 + Penalty 3744.271085 = -11432379.300837
  nChanged 21
		SP:Iteration 160F (115025.710000 sec): 3 clusters
  Score: Raw -11436128.958753 + Penalty 3744.271085 = -11432384.687668
  nChanged 18
		SP:Iteration 161Q (115026.330000 sec): 3 clusters
  Score: Raw -11436132.859158 + Penalty 3744.271085 = -11432388.588073
  nChanged 12
		SP:Iteration 162Q (115027.020000 sec): 3 clusters
  Score: Raw -11436136.280704 + Penalty 3744.271085 = -11432392.009618
  nChanged 14
		SP:Iteration 163Q (115027.650000 sec): 3 clusters
  Score: Raw -11436140.340422 + Penalty 3744.271085 = -11432396.069336
  nChanged 12
		SP:Iteration 164Q (115028.240000 sec): 3 clusters
  Score: Raw -11436142.631254 + Penalty 3744.271085 = -11432398.360168
  nChanged 9
		SP:Iteration 165Q (115028.840000 sec): 3 clusters
  Score: Raw -11436144.801847 + Penalty 3744.271085 = -11432400.530761
  nChanged 6
		SP:Iteration 166Q (115029.420000 sec): 3 clusters
  Score: Raw -11436145.923457 + Penalty 3744.271085 = -11432401.652372
  nChanged 7
		SP:Iteration 167Q (115030.040000 sec): 3 clusters
  Score: Raw -11436147.188905 + Penalty 3744.271085 = -11432402.917819
  nChanged 7
		SP:Iteration 168Q (115030.630000 sec): 3 clusters
  Score: Raw -11436147.995748 + Penalty 3744.271085 = -11432403.724663
  nChanged 4
		SP:Iteration 169Q (115031.240000 sec): 3 clusters
  Score: Raw -11436148.769944 + Penalty 3744.271085 = -11432404.498858
  nChanged 4
		SP:Iteration 170Q (115031.850000 sec): 3 clusters
  Score: Raw -11436149.752228 + Penalty 3744.271085 = -11432405.481143
  nChanged 2
		SP:Iteration 171Q (115032.420000 sec): 3 clusters
  Score: Raw -11436150.157860 + Penalty 3744.271085 = -11432405.886775
  nChanged 1
		SP:Iteration 172Q (115033.020000 sec): 3 clusters
  Score: Raw -11436150.391137 + Penalty 3744.271085 = -11432406.120052
  nChanged 2
		SP:Iteration 173Q (115033.620000 sec): 3 clusters
  Score: Raw -11436150.690559 + Penalty 3744.271085 = -11432406.419474
  nChanged 0
		SP:Iteration 174F (115034.420000 sec): 3 clusters
  Score: Raw -11436150.690559 + Penalty 3744.271085 = -11432406.419474
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115034.740000 sec): 2 clusters
  Score: Raw -4575399.997693 + Penalty 1711.578262 = -4573688.419431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115035.140000 sec): 3 clusters
  Score: Raw -4551879.462126 + Penalty 3423.156524 = -4548456.305602
  nChanged 17477
		SP:Iteration 1F (115035.490000 sec): 3 clusters
  Score: Raw -4561711.627262 + Penalty 3423.156524 = -4558288.470738
  nChanged 1498
		SP:Iteration 2Q (115035.920000 sec): 3 clusters
  Score: Raw -4562148.639286 + Penalty 3423.156524 = -4558725.482761
  nChanged 1466
		SP:Iteration 3Q (115036.380000 sec): 3 clusters
  Score: Raw -4562591.239244 + Penalty 3423.156524 = -4559168.082720
  nChanged 1441
		SP:Iteration 4Q (115036.770000 sec): 3 clusters
  Score: Raw -4563041.900115 + Penalty 3423.156524 = -4559618.743591
  nChanged 1438
		SP:Iteration 5Q (115037.160000 sec): 3 clusters
  Score: Raw -4563555.569900 + Penalty 3423.156524 = -4560132.413376
  nChanged 1509
		SP:Iteration 6Q (115037.590000 sec): 3 clusters
  Score: Raw -4564170.366809 + Penalty 3423.156524 = -4560747.210285
  nChanged 1676
		SP:Iteration 7Q (115037.980000 sec): 3 clusters
  Score: Raw -4565016.527683 + Penalty 3423.156524 = -4561593.371159
  nChanged 1844
		SP:Iteration 8Q (115038.410000 sec): 3 clusters
  Score: Raw -4566100.583273 + Penalty 3423.156524 = -4562677.426749
  nChanged 1892
		SP:Iteration 9F (115038.780000 sec): 3 clusters
  Score: Raw -4567304.966362 + Penalty 3423.156524 = -4563881.809838
  nChanged 1900
		SP:Iteration 10F (115039.110000 sec): 3 clusters
  Score: Raw -4568511.019441 + Penalty 3423.156524 = -4565087.862917
  nChanged 1711
		SP:Iteration 11Q (115039.490000 sec): 3 clusters
  Score: Raw -4569524.790200 + Penalty 3423.156524 = -4566101.633676
  nChanged 1463
		SP:Iteration 12Q (115039.820000 sec): 3 clusters
  Score: Raw -4570299.249902 + Penalty 3423.156524 = -4566876.093378
  nChanged 1215
		SP:Iteration 13Q (115040.170000 sec): 3 clusters
  Score: Raw -4570865.079513 + Penalty 3423.156524 = -4567441.922988
  nChanged 970
		SP:Iteration 14Q (115040.530000 sec): 3 clusters
  Score: Raw -4571322.785120 + Penalty 3423.156524 = -4567899.628596
  nChanged 888
		SP:Iteration 15Q (115040.970000 sec): 3 clusters
  Score: Raw -4571732.156358 + Penalty 3423.156524 = -4568308.999834
  nChanged 792
		SP:Iteration 16Q (115041.320000 sec): 3 clusters
  Score: Raw -4572070.005199 + Penalty 3423.156524 = -4568646.848674
  nChanged 724
		SP:Iteration 17Q (115041.710000 sec): 3 clusters
  Score: Raw -4572377.433140 + Penalty 3423.156524 = -4568954.276615
  nChanged 722
		SP:Iteration 18Q (115042.060000 sec): 3 clusters
  Score: Raw -4572708.293006 + Penalty 3423.156524 = -4569285.136482
  nChanged 692
		SP:Iteration 19Q (115042.440000 sec): 3 clusters
  Score: Raw -4573036.575464 + Penalty 3423.156524 = -4569613.418940
  nChanged 664
		SP:Iteration 20F (115042.830000 sec): 3 clusters
  Score: Raw -4573356.452517 + Penalty 3423.156524 = -4569933.295993
  nChanged 607
		SP:Iteration 21Q (115043.200000 sec): 3 clusters
  Score: Raw -4573668.871871 + Penalty 3423.156524 = -4570245.715347
  nChanged 552
		SP:Iteration 22Q (115043.510000 sec): 3 clusters
  Score: Raw -4573959.900905 + Penalty 3423.156524 = -4570536.744381
  nChanged 497
		SP:Iteration 23Q (115043.880000 sec): 3 clusters
  Score: Raw -4574241.499925 + Penalty 3423.156524 = -4570818.343401
  nChanged 489
		SP:Iteration 24Q (115044.250000 sec): 3 clusters
  Score: Raw -4574550.297533 + Penalty 3423.156524 = -4571127.141009
  nChanged 411
		SP:Iteration 25Q (115044.550000 sec): 3 clusters
  Score: Raw -4574822.278147 + Penalty 3423.156524 = -4571399.121623
  nChanged 329
		SP:Iteration 26Q (115044.960000 sec): 3 clusters
  Score: Raw -4575028.218179 + Penalty 3423.156524 = -4571605.061655
  nChanged 260
		SP:Iteration 27Q (115045.340000 sec): 3 clusters
  Score: Raw -4575178.829148 + Penalty 3423.156524 = -4571755.672624
  nChanged 198
		SP:Iteration 28Q (115045.760000 sec): 3 clusters
  Score: Raw -4575299.431225 + Penalty 3423.156524 = -4571876.274701
  nChanged 140
		SP:Iteration 29Q (115046.180000 sec): 3 clusters
  Score: Raw -4575376.639356 + Penalty 3423.156524 = -4571953.482832
  nChanged 103
		SP:Iteration 30Q (115046.610000 sec): 3 clusters
  Score: Raw -4575428.533285 + Penalty 3423.156524 = -4572005.376761
  nChanged 75
		SP:Iteration 31Q (115047.010000 sec): 3 clusters
  Score: Raw -4575470.704465 + Penalty 3423.156524 = -4572047.547940
  nChanged 68
		SP:Iteration 32Q (115047.350000 sec): 3 clusters
  Score: Raw -4575506.499196 + Penalty 3423.156524 = -4572083.342671
  nChanged 49
		SP:Iteration 33Q (115047.690000 sec): 3 clusters
  Score: Raw -4575533.892791 + Penalty 3423.156524 = -4572110.736267
  nChanged 43
		SP:Iteration 34Q (115048.020000 sec): 3 clusters
  Score: Raw -4575557.996510 + Penalty 3423.156524 = -4572134.839986
  nChanged 28
		SP:Iteration 35Q (115048.380000 sec): 3 clusters
  Score: Raw -4575571.149472 + Penalty 3423.156524 = -4572147.992948
  nChanged 24
		SP:Iteration 36Q (115048.700000 sec): 3 clusters
  Score: Raw -4575584.455598 + Penalty 3423.156524 = -4572161.299074
  nChanged 19
		SP:Iteration 37Q (115049.090000 sec): 3 clusters
  Score: Raw -4575594.421751 + Penalty 3423.156524 = -4572171.265227
  nChanged 20
		SP:Iteration 38Q (115049.430000 sec): 3 clusters
  Score: Raw -4575604.987404 + Penalty 3423.156524 = -4572181.830880
  nChanged 14
		SP:Iteration 39Q (115049.770000 sec): 3 clusters
  Score: Raw -4575610.425006 + Penalty 3423.156524 = -4572187.268482
  nChanged 10
		SP:Iteration 40F (115050.180000 sec): 3 clusters
  Score: Raw -4575615.815721 + Penalty 3423.156524 = -4572192.659197
  nChanged 7
		SP:Iteration 41Q (115050.510000 sec): 3 clusters
  Score: Raw -4575619.755546 + Penalty 3423.156524 = -4572196.599022
  nChanged 11
		SP:Iteration 42Q (115050.850000 sec): 3 clusters
  Score: Raw -4575625.311706 + Penalty 3423.156524 = -4572202.155182
  nChanged 13
		SP:Iteration 43Q (115051.200000 sec): 3 clusters
  Score: Raw -4575633.504057 + Penalty 3423.156524 = -4572210.347533
  nChanged 11
		SP:Iteration 44Q (115051.570000 sec): 3 clusters
  Score: Raw -4575640.089380 + Penalty 3423.156524 = -4572216.932855
  nChanged 10
		SP:Iteration 45Q (115051.910000 sec): 3 clusters
  Score: Raw -4575645.180441 + Penalty 3423.156524 = -4572222.023917
  nChanged 16
		SP:Iteration 46Q (115052.210000 sec): 3 clusters
  Score: Raw -4575652.301887 + Penalty 3423.156524 = -4572229.145363
  nChanged 7
		SP:Iteration 47Q (115052.550000 sec): 3 clusters
  Score: Raw -4575655.164261 + Penalty 3423.156524 = -4572232.007737
  nChanged 5
		SP:Iteration 48Q (115052.890000 sec): 3 clusters
  Score: Raw -4575657.391069 + Penalty 3423.156524 = -4572234.234544
  nChanged 4
		SP:Iteration 49Q (115053.240000 sec): 3 clusters
  Score: Raw -4575659.965663 + Penalty 3423.156524 = -4572236.809139
  nChanged 7
		SP:Iteration 50Q (115053.630000 sec): 3 clusters
  Score: Raw -4575663.606871 + Penalty 3423.156524 = -4572240.450347
  nChanged 3
		SP:Iteration 51Q (115054.000000 sec): 3 clusters
  Score: Raw -4575666.170480 + Penalty 3423.156524 = -4572243.013956
  nChanged 3
		SP:Iteration 52Q (115054.340000 sec): 3 clusters
  Score: Raw -4575667.515016 + Penalty 3423.156524 = -4572244.358491
  nChanged 3
		SP:Iteration 53Q (115054.650000 sec): 3 clusters
  Score: Raw -4575668.760023 + Penalty 3423.156524 = -4572245.603499
  nChanged 3
		SP:Iteration 54Q (115055.030000 sec): 3 clusters
  Score: Raw -4575670.019229 + Penalty 3423.156524 = -4572246.862705
  nChanged 0
		SP:Iteration 55F (115055.350000 sec): 3 clusters
  Score: Raw -4575670.019229 + Penalty 3423.156524 = -4572246.862705
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (314223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115056.810000 sec): 2 clusters
  Score: Raw -38224987.935754 + Penalty 2056.901958 = -38222931.033796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115058.670000 sec): 3 clusters
  Score: Raw -38014722.084395 + Penalty 4113.803916 = -38010608.280479
  nChanged 153471
		SP:Iteration 1F (115060.430000 sec): 3 clusters
  Score: Raw -38109477.581224 + Penalty 4113.803916 = -38105363.777307
  nChanged 13422
		SP:Iteration 2Q (115062.310000 sec): 3 clusters
  Score: Raw -38114780.878987 + Penalty 4113.803916 = -38110667.075071
  nChanged 18141
		SP:Iteration 3F (115064.040000 sec): 3 clusters
  Score: Raw -38124353.354792 + Penalty 4113.803916 = -38120239.550876
  nChanged 23141
		SP:Iteration 4F (115065.870000 sec): 3 clusters
  Score: Raw -38140062.519957 + Penalty 4113.803916 = -38135948.716040
  nChanged 26193
		SP:Iteration 5F (115067.530000 sec): 3 clusters
  Score: Raw -38160943.162195 + Penalty 4113.803916 = -38156829.358278
  nChanged 25120
		SP:Iteration 6F (115069.140000 sec): 3 clusters
  Score: Raw -38183015.989782 + Penalty 4113.803916 = -38178902.185866
  nChanged 20315
		SP:Iteration 7F (115070.680000 sec): 3 clusters
  Score: Raw -38201884.511326 + Penalty 4113.803916 = -38197770.707410
  nChanged 13516
		SP:Iteration 8Q (115072.270000 sec): 3 clusters
  Score: Raw -38214543.780893 + Penalty 4113.803916 = -38210429.976976
  nChanged 7201
		SP:Iteration 9Q (115073.950000 sec): 3 clusters
  Score: Raw -38221050.784967 + Penalty 4113.803916 = -38216936.981050
  nChanged 3062
		SP:Iteration 10Q (115075.440000 sec): 3 clusters
  Score: Raw -38223660.422773 + Penalty 4113.803916 = -38219546.618856
  nChanged 1060
		SP:Iteration 11Q (115076.970000 sec): 3 clusters
  Score: Raw -38224532.680344 + Penalty 4113.803916 = -38220418.876428
  nChanged 397
		SP:Iteration 12Q (115078.400000 sec): 3 clusters
  Score: Raw -38224880.444627 + Penalty 4113.803916 = -38220766.640710
  nChanged 153
		SP:Iteration 13Q (115079.870000 sec): 3 clusters
  Score: Raw -38225031.658839 + Penalty 4113.803916 = -38220917.854922
  nChanged 88
		SP:Iteration 14Q (115081.370000 sec): 3 clusters
  Score: Raw -38225118.861450 + Penalty 4113.803916 = -38221005.057534
  nChanged 49
		SP:Iteration 15Q (115082.890000 sec): 3 clusters
  Score: Raw -38225167.160511 + Penalty 4113.803916 = -38221053.356595
  nChanged 37
		SP:Iteration 16Q (115084.350000 sec): 3 clusters
  Score: Raw -38225203.034000 + Penalty 4113.803916 = -38221089.230084
  nChanged 20
		SP:Iteration 17Q (115085.850000 sec): 3 clusters
  Score: Raw -38225218.957336 + Penalty 4113.803916 = -38221105.153420
  nChanged 13
		SP:Iteration 18Q (115087.280000 sec): 3 clusters
  Score: Raw -38225233.606372 + Penalty 4113.803916 = -38221119.802455
  nChanged 14
		SP:Iteration 19Q (115088.770000 sec): 3 clusters
  Score: Raw -38225252.168963 + Penalty 4113.803916 = -38221138.365047
  nChanged 10
		SP:Iteration 20F (115090.420000 sec): 3 clusters
  Score: Raw -38225262.310669 + Penalty 4113.803916 = -38221148.506753
  nChanged 9
		SP:Iteration 21Q (115091.910000 sec): 3 clusters
  Score: Raw -38225268.106721 + Penalty 4113.803916 = -38221154.302805
  nChanged 3
		SP:Iteration 22Q (115093.390000 sec): 3 clusters
  Score: Raw -38225271.907180 + Penalty 4113.803916 = -38221158.103263
  nChanged 2
		SP:Iteration 23Q (115094.800000 sec): 3 clusters
  Score: Raw -38225275.504480 + Penalty 4113.803916 = -38221161.700564
  nChanged 3
		SP:Iteration 24Q (115096.330000 sec): 3 clusters
  Score: Raw -38225277.482093 + Penalty 4113.803916 = -38221163.678177
  nChanged 1
		SP:Iteration 25Q (115097.800000 sec): 3 clusters
  Score: Raw -38225278.191910 + Penalty 4113.803916 = -38221164.387994
  nChanged 0
		SP:Iteration 26F (115099.420000 sec): 3 clusters
  Score: Raw -38225278.191910 + Penalty 4113.803916 = -38221164.387994
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (71828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115099.960000 sec): 2 clusters
  Score: Raw -8527314.442486 + Penalty 1817.079818 = -8525497.362668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115100.530000 sec): 3 clusters
  Score: Raw -8481285.849604 + Penalty 3634.159637 = -8477651.689968
  nChanged 34070
		SP:Iteration 1F (115101.120000 sec): 3 clusters
  Score: Raw -8500636.877414 + Penalty 3634.159637 = -8497002.717778
  nChanged 2897
		SP:Iteration 2Q (115101.740000 sec): 3 clusters
  Score: Raw -8501626.916195 + Penalty 3634.159637 = -8497992.756558
  nChanged 3569
		SP:Iteration 3Q (115102.320000 sec): 3 clusters
  Score: Raw -8503176.688420 + Penalty 3634.159637 = -8499542.528783
  nChanged 4341
		SP:Iteration 4F (115102.880000 sec): 3 clusters
  Score: Raw -8505598.355737 + Penalty 3634.159637 = -8501964.196101
  nChanged 5127
		SP:Iteration 5F (115103.500000 sec): 3 clusters
  Score: Raw -8509126.943158 + Penalty 3634.159637 = -8505492.783522
  nChanged 5599
		SP:Iteration 6F (115104.080000 sec): 3 clusters
  Score: Raw -8513595.752625 + Penalty 3634.159637 = -8509961.592989
  nChanged 5234
		SP:Iteration 7F (115104.650000 sec): 3 clusters
  Score: Raw -8518129.374515 + Penalty 3634.159637 = -8514495.214878
  nChanged 4217
		SP:Iteration 8F (115105.220000 sec): 3 clusters
  Score: Raw -8521889.020100 + Penalty 3634.159637 = -8518254.860463
  nChanged 2898
		SP:Iteration 9Q (115105.750000 sec): 3 clusters
  Score: Raw -8524432.301928 + Penalty 3634.159637 = -8520798.142291
  nChanged 1739
		SP:Iteration 10Q (115106.330000 sec): 3 clusters
  Score: Raw -8525932.079775 + Penalty 3634.159637 = -8522297.920138
  nChanged 967
		SP:Iteration 11Q (115106.880000 sec): 3 clusters
  Score: Raw -8526788.171032 + Penalty 3634.159637 = -8523154.011395
  nChanged 416
		SP:Iteration 12Q (115107.470000 sec): 3 clusters
  Score: Raw -8527160.402380 + Penalty 3634.159637 = -8523526.242743
  nChanged 166
		SP:Iteration 13Q (115108.020000 sec): 3 clusters
  Score: Raw -8527322.420355 + Penalty 3634.159637 = -8523688.260719
  nChanged 68
		SP:Iteration 14Q (115108.580000 sec): 3 clusters
  Score: Raw -8527395.637136 + Penalty 3634.159637 = -8523761.477500
  nChanged 25
		SP:Iteration 15Q (115109.070000 sec): 3 clusters
  Score: Raw -8527427.017217 + Penalty 3634.159637 = -8523792.857580
  nChanged 20
		SP:Iteration 16Q (115109.540000 sec): 3 clusters
  Score: Raw -8527454.573475 + Penalty 3634.159637 = -8523820.413838
  nChanged 16
		SP:Iteration 17Q (115110.090000 sec): 3 clusters
  Score: Raw -8527481.388560 + Penalty 3634.159637 = -8523847.228924
  nChanged 16
		SP:Iteration 18Q (115110.590000 sec): 3 clusters
  Score: Raw -8527512.327892 + Penalty 3634.159637 = -8523878.168255
  nChanged 12
		SP:Iteration 19Q (115111.070000 sec): 3 clusters
  Score: Raw -8527528.871419 + Penalty 3634.159637 = -8523894.711782
  nChanged 9
		SP:Iteration 20F (115111.580000 sec): 3 clusters
  Score: Raw -8527542.299069 + Penalty 3634.159637 = -8523908.139432
  nChanged 7
		SP:Iteration 21Q (115112.090000 sec): 3 clusters
  Score: Raw -8527552.332622 + Penalty 3634.159637 = -8523918.172985
  nChanged 7
		SP:Iteration 22Q (115112.640000 sec): 3 clusters
  Score: Raw -8527559.560125 + Penalty 3634.159637 = -8523925.400488
  nChanged 4
		SP:Iteration 23Q (115113.150000 sec): 3 clusters
  Score: Raw -8527566.345770 + Penalty 3634.159637 = -8523932.186133
  nChanged 3
		SP:Iteration 24Q (115113.700000 sec): 3 clusters
  Score: Raw -8527570.395345 + Penalty 3634.159637 = -8523936.235708
  nChanged 2
		SP:Iteration 25Q (115114.230000 sec): 3 clusters
  Score: Raw -8527573.699581 + Penalty 3634.159637 = -8523939.539944
  nChanged 0
		SP:Iteration 26F (115114.880000 sec): 3 clusters
  Score: Raw -8527573.699581 + Penalty 3634.159637 = -8523939.539944
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115115.020000 sec): 2 clusters
  Score: Raw -673898.076830 + Penalty 1425.725299 = -672472.351532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115115.240000 sec): 3 clusters
  Score: Raw -670381.452953 + Penalty 2851.450598 = -667530.002356
  nChanged 2673
		SP:Iteration 1F (115115.440000 sec): 3 clusters
  Score: Raw -671931.870558 + Penalty 2851.450598 = -669080.419960
  nChanged 480
		SP:Iteration 2F (115115.600000 sec): 3 clusters
  Score: Raw -672175.414904 + Penalty 2851.450598 = -669323.964307
  nChanged 363
		SP:Iteration 3F (115115.820000 sec): 3 clusters
  Score: Raw -672370.961190 + Penalty 2851.450598 = -669519.510592
  nChanged 305
		SP:Iteration 4Q (115115.990000 sec): 3 clusters
  Score: Raw -672518.669189 + Penalty 2851.450598 = -669667.218592
  nChanged 265
		SP:Iteration 5Q (115116.270000 sec): 3 clusters
  Score: Raw -672665.648662 + Penalty 2851.450598 = -669814.198065
  nChanged 274
		SP:Iteration 6Q (115116.510000 sec): 3 clusters
  Score: Raw -672846.087057 + Penalty 2851.450598 = -669994.636459
  nChanged 250
		SP:Iteration 7Q (115116.700000 sec): 3 clusters
  Score: Raw -673019.665488 + Penalty 2851.450598 = -670168.214891
  nChanged 265
		SP:Iteration 8Q (115116.890000 sec): 3 clusters
  Score: Raw -673193.289589 + Penalty 2851.450598 = -670341.838991
  nChanged 253
		SP:Iteration 9Q (115117.110000 sec): 3 clusters
  Score: Raw -673335.874754 + Penalty 2851.450598 = -670484.424157
  nChanged 224
		SP:Iteration 10Q (115117.380000 sec): 3 clusters
  Score: Raw -673444.300344 + Penalty 2851.450598 = -670592.849747
  nChanged 185
		SP:Iteration 11Q (115117.550000 sec): 3 clusters
  Score: Raw -673541.631061 + Penalty 2851.450598 = -670690.180463
  nChanged 178
		SP:Iteration 12Q (115117.790000 sec): 3 clusters
  Score: Raw -673630.665037 + Penalty 2851.450598 = -670779.214439
  nChanged 146
		SP:Iteration 13Q (115118.000000 sec): 3 clusters
  Score: Raw -673695.728265 + Penalty 2851.450598 = -670844.277667
  nChanged 126
		SP:Iteration 14Q (115118.250000 sec): 3 clusters
  Score: Raw -673747.450223 + Penalty 2851.450598 = -670895.999626
  nChanged 116
		SP:Iteration 15Q (115118.480000 sec): 3 clusters
  Score: Raw -673799.104973 + Penalty 2851.450598 = -670947.654376
  nChanged 103
		SP:Iteration 16Q (115118.680000 sec): 3 clusters
  Score: Raw -673848.614865 + Penalty 2851.450598 = -670997.164267
  nChanged 102
		SP:Iteration 17Q (115118.860000 sec): 3 clusters
  Score: Raw -673896.500132 + Penalty 2851.450598 = -671045.049534
  nChanged 81
		SP:Iteration 18Q (115119.040000 sec): 3 clusters
  Score: Raw -673930.432476 + Penalty 2851.450598 = -671078.981878
  nChanged 84
		SP:Iteration 19Q (115119.270000 sec): 3 clusters
  Score: Raw -673967.610090 + Penalty 2851.450598 = -671116.159493
  nChanged 91
		SP:Iteration 20F (115119.410000 sec): 3 clusters
  Score: Raw -674000.316882 + Penalty 2851.450598 = -671148.866284
  nChanged 76
		SP:Iteration 21Q (115119.620000 sec): 3 clusters
  Score: Raw -674030.564755 + Penalty 2851.450598 = -671179.114158
  nChanged 71
		SP:Iteration 22Q (115119.820000 sec): 3 clusters
  Score: Raw -674052.153082 + Penalty 2851.450598 = -671200.702484
  nChanged 54
		SP:Iteration 23Q (115120.000000 sec): 3 clusters
  Score: Raw -674066.364613 + Penalty 2851.450598 = -671214.914016
  nChanged 50
		SP:Iteration 24Q (115120.220000 sec): 3 clusters
  Score: Raw -674079.953396 + Penalty 2851.450598 = -671228.502798
  nChanged 41
		SP:Iteration 25Q (115120.430000 sec): 3 clusters
  Score: Raw -674091.198157 + Penalty 2851.450598 = -671239.747559
  nChanged 39
		SP:Iteration 26Q (115120.680000 sec): 3 clusters
  Score: Raw -674100.884414 + Penalty 2851.450598 = -671249.433817
  nChanged 26
		SP:Iteration 27Q (115120.860000 sec): 3 clusters
  Score: Raw -674106.763582 + Penalty 2851.450598 = -671255.312985
  nChanged 23
		SP:Iteration 28Q (115121.080000 sec): 3 clusters
  Score: Raw -674111.453754 + Penalty 2851.450598 = -671260.003156
  nChanged 24
		SP:Iteration 29Q (115121.280000 sec): 3 clusters
  Score: Raw -674120.427775 + Penalty 2851.450598 = -671268.977178
  nChanged 49
		SP:Iteration 30Q (115121.480000 sec): 3 clusters
  Score: Raw -674132.262488 + Penalty 2851.450598 = -671280.811891
  nChanged 37
		SP:Iteration 31Q (115121.660000 sec): 3 clusters
  Score: Raw -674142.048084 + Penalty 2851.450598 = -671290.597486
  nChanged 22
		SP:Iteration 32Q (115121.930000 sec): 3 clusters
  Score: Raw -674146.720704 + Penalty 2851.450598 = -671295.270106
  nChanged 21
		SP:Iteration 33Q (115122.130000 sec): 3 clusters
  Score: Raw -674149.743265 + Penalty 2851.450598 = -671298.292668
  nChanged 16
		SP:Iteration 34Q (115122.300000 sec): 3 clusters
  Score: Raw -674152.336186 + Penalty 2851.450598 = -671300.885588
  nChanged 10
		SP:Iteration 35Q (115122.490000 sec): 3 clusters
  Score: Raw -674154.082126 + Penalty 2851.450598 = -671302.631528
  nChanged 8
		SP:Iteration 36Q (115122.680000 sec): 3 clusters
  Score: Raw -674155.732377 + Penalty 2851.450598 = -671304.281779
  nChanged 4
		SP:Iteration 37Q (115122.890000 sec): 3 clusters
  Score: Raw -674156.541855 + Penalty 2851.450598 = -671305.091257
  nChanged 4
		SP:Iteration 38Q (115123.080000 sec): 3 clusters
  Score: Raw -674157.136418 + Penalty 2851.450598 = -671305.685820
  nChanged 5
		SP:Iteration 39Q (115123.270000 sec): 3 clusters
  Score: Raw -674157.832813 + Penalty 2851.450598 = -671306.382215
  nChanged 2
		SP:Iteration 40F (115123.480000 sec): 3 clusters
  Score: Raw -674158.102285 + Penalty 2851.450598 = -671306.651687
  nChanged 1
		SP:Iteration 41Q (115123.680000 sec): 3 clusters
  Score: Raw -674158.197637 + Penalty 2851.450598 = -671306.747039
  nChanged 2
		SP:Iteration 42Q (115123.940000 sec): 3 clusters
  Score: Raw -674158.734998 + Penalty 2851.450598 = -671307.284400
  nChanged 3
		SP:Iteration 43Q (115124.170000 sec): 3 clusters
  Score: Raw -674159.047466 + Penalty 2851.450598 = -671307.596869
  nChanged 3
		SP:Iteration 44Q (115124.360000 sec): 3 clusters
  Score: Raw -674159.413209 + Penalty 2851.450598 = -671307.962611
  nChanged 0
		SP:Iteration 45F (115124.560000 sec): 3 clusters
  Score: Raw -674159.413209 + Penalty 2851.450598 = -671307.962611
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (47089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115124.930000 sec): 2 clusters
  Score: Raw -5426333.060368 + Penalty 1748.466640 = -5424584.593728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115125.370000 sec): 3 clusters
  Score: Raw -5396511.765809 + Penalty 3496.933280 = -5393014.832529
  nChanged 22067
		SP:Iteration 1F (115125.790000 sec): 3 clusters
  Score: Raw -5409505.617607 + Penalty 3496.933280 = -5406008.684327
  nChanged 2511
		SP:Iteration 2F (115126.260000 sec): 3 clusters
  Score: Raw -5410717.887133 + Penalty 3496.933280 = -5407220.953854
  nChanged 2658
		SP:Iteration 3F (115126.680000 sec): 3 clusters
  Score: Raw -5412296.976877 + Penalty 3496.933280 = -5408800.043597
  nChanged 2916
		SP:Iteration 4F (115127.100000 sec): 3 clusters
  Score: Raw -5414207.912940 + Penalty 3496.933280 = -5410710.979660
  nChanged 2905
		SP:Iteration 5F (115127.470000 sec): 3 clusters
  Score: Raw -5416138.894533 + Penalty 3496.933280 = -5412641.961254
  nChanged 2759
		SP:Iteration 6F (115127.900000 sec): 3 clusters
  Score: Raw -5417902.438727 + Penalty 3496.933280 = -5414405.505448
  nChanged 2370
		SP:Iteration 7F (115128.390000 sec): 3 clusters
  Score: Raw -5419169.384854 + Penalty 3496.933280 = -5415672.451574
  nChanged 1946
		SP:Iteration 8Q (115128.840000 sec): 3 clusters
  Score: Raw -5420054.297441 + Penalty 3496.933280 = -5416557.364162
  nChanged 1569
		SP:Iteration 9Q (115129.390000 sec): 3 clusters
  Score: Raw -5420697.408439 + Penalty 3496.933280 = -5417200.475159
  nChanged 1230
		SP:Iteration 10Q (115129.750000 sec): 3 clusters
  Score: Raw -5421140.804778 + Penalty 3496.933280 = -5417643.871498
  nChanged 971
		SP:Iteration 11Q (115130.210000 sec): 3 clusters
  Score: Raw -5421449.526188 + Penalty 3496.933280 = -5417952.592908
  nChanged 782
		SP:Iteration 12Q (115130.720000 sec): 3 clusters
  Score: Raw -5421667.457577 + Penalty 3496.933280 = -5418170.524297
  nChanged 660
		SP:Iteration 13Q (115131.140000 sec): 3 clusters
  Score: Raw -5421843.723071 + Penalty 3496.933280 = -5418346.789791
  nChanged 628
		SP:Iteration 14Q (115131.630000 sec): 3 clusters
  Score: Raw -5422024.263291 + Penalty 3496.933280 = -5418527.330011
  nChanged 639
		SP:Iteration 15Q (115132.120000 sec): 3 clusters
  Score: Raw -5422216.569409 + Penalty 3496.933280 = -5418719.636129
  nChanged 634
		SP:Iteration 16Q (115132.570000 sec): 3 clusters
  Score: Raw -5422404.578198 + Penalty 3496.933280 = -5418907.644918
  nChanged 578
		SP:Iteration 17Q (115133.020000 sec): 3 clusters
  Score: Raw -5422569.054276 + Penalty 3496.933280 = -5419072.120996
  nChanged 589
		SP:Iteration 18Q (115133.540000 sec): 3 clusters
  Score: Raw -5422737.723954 + Penalty 3496.933280 = -5419240.790674
  nChanged 621
		SP:Iteration 19Q (115134.000000 sec): 3 clusters
  Score: Raw -5422926.222855 + Penalty 3496.933280 = -5419429.289575
  nChanged 622
		SP:Iteration 20F (115134.490000 sec): 3 clusters
  Score: Raw -5423125.015666 + Penalty 3496.933280 = -5419628.082387
  nChanged 644
		SP:Iteration 21Q (115134.990000 sec): 3 clusters
  Score: Raw -5423335.386311 + Penalty 3496.933280 = -5419838.453031
  nChanged 636
		SP:Iteration 22Q (115135.450000 sec): 3 clusters
  Score: Raw -5423552.528118 + Penalty 3496.933280 = -5420055.594839
  nChanged 602
		SP:Iteration 23Q (115135.950000 sec): 3 clusters
  Score: Raw -5423768.233923 + Penalty 3496.933280 = -5420271.300643
  nChanged 615
		SP:Iteration 24Q (115136.400000 sec): 3 clusters
  Score: Raw -5424007.318402 + Penalty 3496.933280 = -5420510.385123
  nChanged 604
		SP:Iteration 25Q (115136.920000 sec): 3 clusters
  Score: Raw -5424247.826398 + Penalty 3496.933280 = -5420750.893118
  nChanged 567
		SP:Iteration 26Q (115137.380000 sec): 3 clusters
  Score: Raw -5424499.113618 + Penalty 3496.933280 = -5421002.180338
  nChanged 544
		SP:Iteration 27Q (115137.840000 sec): 3 clusters
  Score: Raw -5424752.472396 + Penalty 3496.933280 = -5421255.539116
  nChanged 507
		SP:Iteration 28Q (115138.310000 sec): 3 clusters
  Score: Raw -5424978.880225 + Penalty 3496.933280 = -5421481.946945
  nChanged 445
		SP:Iteration 29Q (115138.810000 sec): 3 clusters
  Score: Raw -5425173.037661 + Penalty 3496.933280 = -5421676.104381
  nChanged 401
		SP:Iteration 30Q (115139.270000 sec): 3 clusters
  Score: Raw -5425350.168463 + Penalty 3496.933280 = -5421853.235183
  nChanged 390
		SP:Iteration 31Q (115139.700000 sec): 3 clusters
  Score: Raw -5425527.138400 + Penalty 3496.933280 = -5422030.205120
  nChanged 326
		SP:Iteration 32Q (115140.200000 sec): 3 clusters
  Score: Raw -5425673.999006 + Penalty 3496.933280 = -5422177.065726
  nChanged 284
		SP:Iteration 33Q (115140.640000 sec): 3 clusters
  Score: Raw -5425801.909569 + Penalty 3496.933280 = -5422304.976289
  nChanged 248
		SP:Iteration 34Q (115141.040000 sec): 3 clusters
  Score: Raw -5425911.569345 + Penalty 3496.933280 = -5422414.636065
  nChanged 214
		SP:Iteration 35Q (115141.520000 sec): 3 clusters
  Score: Raw -5426009.311337 + Penalty 3496.933280 = -5422512.378057
  nChanged 195
		SP:Iteration 36Q (115141.990000 sec): 3 clusters
  Score: Raw -5426098.372564 + Penalty 3496.933280 = -5422601.439284
  nChanged 173
		SP:Iteration 37Q (115142.470000 sec): 3 clusters
  Score: Raw -5426178.843900 + Penalty 3496.933280 = -5422681.910620
  nChanged 152
		SP:Iteration 38Q (115142.910000 sec): 3 clusters
  Score: Raw -5426249.278970 + Penalty 3496.933280 = -5422752.345691
  nChanged 143
		SP:Iteration 39Q (115143.310000 sec): 3 clusters
  Score: Raw -5426322.089195 + Penalty 3496.933280 = -5422825.155915
  nChanged 128
		SP:Iteration 40F (115143.690000 sec): 3 clusters
  Score: Raw -5426386.987180 + Penalty 3496.933280 = -5422890.053901
  nChanged 114
		SP:Iteration 41Q (115144.060000 sec): 3 clusters
  Score: Raw -5426439.133960 + Penalty 3496.933280 = -5422942.200680
  nChanged 87
		SP:Iteration 42Q (115144.450000 sec): 3 clusters
  Score: Raw -5426476.191855 + Penalty 3496.933280 = -5422979.258575
  nChanged 67
		SP:Iteration 43Q (115144.820000 sec): 3 clusters
  Score: Raw -5426506.177474 + Penalty 3496.933280 = -5423009.244194
  nChanged 57
		SP:Iteration 44Q (115145.220000 sec): 3 clusters
  Score: Raw -5426528.336788 + Penalty 3496.933280 = -5423031.403508
  nChanged 48
		SP:Iteration 45Q (115145.600000 sec): 3 clusters
  Score: Raw -5426543.807690 + Penalty 3496.933280 = -5423046.874410
  nChanged 46
		SP:Iteration 46Q (115145.920000 sec): 3 clusters
  Score: Raw -5426563.123430 + Penalty 3496.933280 = -5423066.190150
  nChanged 35
		SP:Iteration 47Q (115146.310000 sec): 3 clusters
  Score: Raw -5426575.620825 + Penalty 3496.933280 = -5423078.687545
  nChanged 29
		SP:Iteration 48Q (115146.690000 sec): 3 clusters
  Score: Raw -5426586.272572 + Penalty 3496.933280 = -5423089.339293
  nChanged 31
		SP:Iteration 49Q (115147.110000 sec): 3 clusters
  Score: Raw -5426597.767219 + Penalty 3496.933280 = -5423100.833939
  nChanged 20
		SP:Iteration 50Q (115147.480000 sec): 3 clusters
  Score: Raw -5426604.762817 + Penalty 3496.933280 = -5423107.829538
  nChanged 20
		SP:Iteration 51Q (115147.930000 sec): 3 clusters
  Score: Raw -5426612.627736 + Penalty 3496.933280 = -5423115.694456
  nChanged 17
		SP:Iteration 52Q (115148.300000 sec): 3 clusters
  Score: Raw -5426618.591343 + Penalty 3496.933280 = -5423121.658063
  nChanged 12
		SP:Iteration 53Q (115148.700000 sec): 3 clusters
  Score: Raw -5426622.776144 + Penalty 3496.933280 = -5423125.842864
  nChanged 13
		SP:Iteration 54Q (115149.110000 sec): 3 clusters
  Score: Raw -5426627.183866 + Penalty 3496.933280 = -5423130.250586
  nChanged 12
		SP:Iteration 55Q (115149.510000 sec): 3 clusters
  Score: Raw -5426631.030365 + Penalty 3496.933280 = -5423134.097086
  nChanged 9
		SP:Iteration 56Q (115149.880000 sec): 3 clusters
  Score: Raw -5426634.062406 + Penalty 3496.933280 = -5423137.129126
  nChanged 8
		SP:Iteration 57Q (115150.280000 sec): 3 clusters
  Score: Raw -5426637.255383 + Penalty 3496.933280 = -5423140.322103
  nChanged 8
		SP:Iteration 58Q (115150.700000 sec): 3 clusters
  Score: Raw -5426639.908886 + Penalty 3496.933280 = -5423142.975606
  nChanged 5
		SP:Iteration 59Q (115151.100000 sec): 3 clusters
  Score: Raw -5426641.879128 + Penalty 3496.933280 = -5423144.945848
  nChanged 6
		SP:Iteration 60F (115151.480000 sec): 3 clusters
  Score: Raw -5426644.068155 + Penalty 3496.933280 = -5423147.134875
  nChanged 6
		SP:Iteration 61Q (115151.860000 sec): 3 clusters
  Score: Raw -5426646.683173 + Penalty 3496.933280 = -5423149.749894
  nChanged 7
		SP:Iteration 62Q (115152.210000 sec): 3 clusters
  Score: Raw -5426649.487075 + Penalty 3496.933280 = -5423152.553796
  nChanged 10
		SP:Iteration 63Q (115152.660000 sec): 3 clusters
  Score: Raw -5426654.285327 + Penalty 3496.933280 = -5423157.352047
  nChanged 10
		SP:Iteration 64Q (115153.040000 sec): 3 clusters
  Score: Raw -5426658.802273 + Penalty 3496.933280 = -5423161.868994
  nChanged 5
		SP:Iteration 65Q (115153.420000 sec): 3 clusters
  Score: Raw -5426660.157033 + Penalty 3496.933280 = -5423163.223753
  nChanged 6
		SP:Iteration 66Q (115153.820000 sec): 3 clusters
  Score: Raw -5426662.024269 + Penalty 3496.933280 = -5423165.090989
  nChanged 3
		SP:Iteration 67Q (115154.220000 sec): 3 clusters
  Score: Raw -5426663.864453 + Penalty 3496.933280 = -5423166.931174
  nChanged 7
		SP:Iteration 68Q (115154.610000 sec): 3 clusters
  Score: Raw -5426667.036276 + Penalty 3496.933280 = -5423170.102997
  nChanged 7
		SP:Iteration 69Q (115155.020000 sec): 3 clusters
  Score: Raw -5426668.992780 + Penalty 3496.933280 = -5423172.059500
  nChanged 5
		SP:Iteration 70Q (115155.380000 sec): 3 clusters
  Score: Raw -5426670.009021 + Penalty 3496.933280 = -5423173.075742
  nChanged 4
		SP:Iteration 71Q (115155.800000 sec): 3 clusters
  Score: Raw -5426671.104289 + Penalty 3496.933280 = -5423174.171009
  nChanged 5
		SP:Iteration 72Q (115156.200000 sec): 3 clusters
  Score: Raw -5426672.194872 + Penalty 3496.933280 = -5423175.261592
  nChanged 3
		SP:Iteration 73Q (115156.580000 sec): 3 clusters
  Score: Raw -5426673.553726 + Penalty 3496.933280 = -5423176.620446
  nChanged 4
		SP:Iteration 74Q (115157.010000 sec): 3 clusters
  Score: Raw -5426674.750204 + Penalty 3496.933280 = -5423177.816924
  nChanged 3
		SP:Iteration 75Q (115157.410000 sec): 3 clusters
  Score: Raw -5426676.259719 + Penalty 3496.933280 = -5423179.326440
  nChanged 3
		SP:Iteration 76Q (115157.820000 sec): 3 clusters
  Score: Raw -5426677.565799 + Penalty 3496.933280 = -5423180.632519
  nChanged 2
		SP:Iteration 77Q (115158.220000 sec): 3 clusters
  Score: Raw -5426678.059655 + Penalty 3496.933280 = -5423181.126375
  nChanged 1
		SP:Iteration 78Q (115158.590000 sec): 3 clusters
  Score: Raw -5426679.180874 + Penalty 3496.933280 = -5423182.247595
  nChanged 3
		SP:Iteration 79Q (115158.960000 sec): 3 clusters
  Score: Raw -5426680.223498 + Penalty 3496.933280 = -5423183.290219
  nChanged 2
		SP:Iteration 80F (115159.320000 sec): 3 clusters
  Score: Raw -5426680.927913 + Penalty 3496.933280 = -5423183.994633
  nChanged 3
		SP:Iteration 81Q (115159.680000 sec): 3 clusters
  Score: Raw -5426681.697390 + Penalty 3496.933280 = -5423184.764110
  nChanged 4
		SP:Iteration 82Q (115160.070000 sec): 3 clusters
  Score: Raw -5426682.734266 + Penalty 3496.933280 = -5423185.800986
  nChanged 4
		SP:Iteration 83Q (115160.510000 sec): 3 clusters
  Score: Raw -5426684.666913 + Penalty 3496.933280 = -5423187.733633
  nChanged 4
		SP:Iteration 84Q (115160.950000 sec): 3 clusters
  Score: Raw -5426685.564311 + Penalty 3496.933280 = -5423188.631031
  nChanged 2
		SP:Iteration 85Q (115161.350000 sec): 3 clusters
  Score: Raw -5426685.992750 + Penalty 3496.933280 = -5423189.059470
  nChanged 0
		SP:Iteration 86F (115161.830000 sec): 3 clusters
  Score: Raw -5426685.992750 + Penalty 3496.933280 = -5423189.059470
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115161.950000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115162.180000 sec): 3 clusters
  Score: Raw -590900.796290 + Penalty 2757.383425 = -588143.412865
  nChanged 1951
		SP:Iteration 1F (115162.350000 sec): 3 clusters
  Score: Raw -592005.302861 + Penalty 2757.383425 = -589247.919436
  nChanged 367
		SP:Iteration 2F (115162.540000 sec): 3 clusters
  Score: Raw -592238.793333 + Penalty 2757.383425 = -589481.409909
  nChanged 320
		SP:Iteration 3F (115162.710000 sec): 3 clusters
  Score: Raw -592411.638008 + Penalty 2757.383425 = -589654.254584
  nChanged 233
		SP:Iteration 4Q (115162.910000 sec): 3 clusters
  Score: Raw -592528.984940 + Penalty 2757.383425 = -589771.601515
  nChanged 188
		SP:Iteration 5Q (115163.080000 sec): 3 clusters
  Score: Raw -592637.334454 + Penalty 2757.383425 = -589879.951030
  nChanged 174
		SP:Iteration 6Q (115163.280000 sec): 3 clusters
  Score: Raw -592748.271322 + Penalty 2757.383425 = -589990.887898
  nChanged 163
		SP:Iteration 7Q (115163.460000 sec): 3 clusters
  Score: Raw -592849.406151 + Penalty 2757.383425 = -590092.022727
  nChanged 156
		SP:Iteration 8Q (115163.640000 sec): 3 clusters
  Score: Raw -592931.291554 + Penalty 2757.383425 = -590173.908130
  nChanged 141
		SP:Iteration 9Q (115163.850000 sec): 3 clusters
  Score: Raw -593005.411775 + Penalty 2757.383425 = -590248.028351
  nChanged 124
		SP:Iteration 10Q (115164.050000 sec): 3 clusters
  Score: Raw -593079.672523 + Penalty 2757.383425 = -590322.289098
  nChanged 120
		SP:Iteration 11Q (115164.230000 sec): 3 clusters
  Score: Raw -593144.145239 + Penalty 2757.383425 = -590386.761814
  nChanged 111
		SP:Iteration 12Q (115164.450000 sec): 3 clusters
  Score: Raw -593204.207702 + Penalty 2757.383425 = -590446.824277
  nChanged 108
		SP:Iteration 13Q (115164.620000 sec): 3 clusters
  Score: Raw -593260.453619 + Penalty 2757.383425 = -590503.070194
  nChanged 102
		SP:Iteration 14Q (115164.820000 sec): 3 clusters
  Score: Raw -593310.430845 + Penalty 2757.383425 = -590553.047421
  nChanged 79
		SP:Iteration 15Q (115165.000000 sec): 3 clusters
  Score: Raw -593345.446201 + Penalty 2757.383425 = -590588.062777
  nChanged 70
		SP:Iteration 16Q (115165.240000 sec): 3 clusters
  Score: Raw -593375.304914 + Penalty 2757.383425 = -590617.921489
  nChanged 70
		SP:Iteration 17Q (115165.430000 sec): 3 clusters
  Score: Raw -593402.913536 + Penalty 2757.383425 = -590645.530111
  nChanged 48
		SP:Iteration 18Q (115165.620000 sec): 3 clusters
  Score: Raw -593418.450555 + Penalty 2757.383425 = -590661.067130
  nChanged 51
		SP:Iteration 19Q (115165.850000 sec): 3 clusters
  Score: Raw -593437.971080 + Penalty 2757.383425 = -590680.587656
  nChanged 46
		SP:Iteration 20F (115166.020000 sec): 3 clusters
  Score: Raw -593451.681052 + Penalty 2757.383425 = -590694.297628
  nChanged 35
		SP:Iteration 21Q (115166.180000 sec): 3 clusters
  Score: Raw -593462.172269 + Penalty 2757.383425 = -590704.788844
  nChanged 41
		SP:Iteration 22Q (115166.370000 sec): 3 clusters
  Score: Raw -593474.188749 + Penalty 2757.383425 = -590716.805324
  nChanged 40
		SP:Iteration 23Q (115166.550000 sec): 3 clusters
  Score: Raw -593487.319029 + Penalty 2757.383425 = -590729.935604
  nChanged 47
		SP:Iteration 24Q (115166.750000 sec): 3 clusters
  Score: Raw -593503.337386 + Penalty 2757.383425 = -590745.953961
  nChanged 42
		SP:Iteration 25Q (115166.980000 sec): 3 clusters
  Score: Raw -593518.302914 + Penalty 2757.383425 = -590760.919489
  nChanged 37
		SP:Iteration 26Q (115167.140000 sec): 3 clusters
  Score: Raw -593533.936535 + Penalty 2757.383425 = -590776.553111
  nChanged 49
		SP:Iteration 27Q (115167.370000 sec): 3 clusters
  Score: Raw -593553.565800 + Penalty 2757.383425 = -590796.182375
  nChanged 51
		SP:Iteration 28Q (115167.520000 sec): 3 clusters
  Score: Raw -593573.427912 + Penalty 2757.383425 = -590816.044487
  nChanged 62
		SP:Iteration 29Q (115167.690000 sec): 3 clusters
  Score: Raw -593598.502939 + Penalty 2757.383425 = -590841.119514
  nChanged 51
		SP:Iteration 30Q (115167.880000 sec): 3 clusters
  Score: Raw -593616.653644 + Penalty 2757.383425 = -590859.270220
  nChanged 44
		SP:Iteration 31Q (115168.070000 sec): 3 clusters
  Score: Raw -593636.260575 + Penalty 2757.383425 = -590878.877150
  nChanged 55
		SP:Iteration 32Q (115168.230000 sec): 3 clusters
  Score: Raw -593660.139930 + Penalty 2757.383425 = -590902.756506
  nChanged 43
		SP:Iteration 33Q (115168.420000 sec): 3 clusters
  Score: Raw -593680.381310 + Penalty 2757.383425 = -590922.997886
  nChanged 39
		SP:Iteration 34Q (115168.610000 sec): 3 clusters
  Score: Raw -593695.199281 + Penalty 2757.383425 = -590937.815857
  nChanged 29
		SP:Iteration 35Q (115168.780000 sec): 3 clusters
  Score: Raw -593706.136189 + Penalty 2757.383425 = -590948.752764
  nChanged 37
		SP:Iteration 36Q (115168.930000 sec): 3 clusters
  Score: Raw -593721.385127 + Penalty 2757.383425 = -590964.001702
  nChanged 31
		SP:Iteration 37Q (115169.120000 sec): 3 clusters
  Score: Raw -593735.056981 + Penalty 2757.383425 = -590977.673557
  nChanged 35
		SP:Iteration 38Q (115169.330000 sec): 3 clusters
  Score: Raw -593746.222865 + Penalty 2757.383425 = -590988.839441
  nChanged 23
		SP:Iteration 39Q (115169.540000 sec): 3 clusters
  Score: Raw -593755.234146 + Penalty 2757.383425 = -590997.850721
  nChanged 29
		SP:Iteration 40F (115169.710000 sec): 3 clusters
  Score: Raw -593767.688704 + Penalty 2757.383425 = -591010.305280
  nChanged 27
		SP:Iteration 41Q (115169.950000 sec): 3 clusters
  Score: Raw -593779.835454 + Penalty 2757.383425 = -591022.452030
  nChanged 28
		SP:Iteration 42Q (115170.160000 sec): 3 clusters
  Score: Raw -593794.021098 + Penalty 2757.383425 = -591036.637673
  nChanged 21
		SP:Iteration 43Q (115170.310000 sec): 3 clusters
  Score: Raw -593802.441412 + Penalty 2757.383425 = -591045.057987
  nChanged 24
		SP:Iteration 44Q (115170.500000 sec): 3 clusters
  Score: Raw -593811.287094 + Penalty 2757.383425 = -591053.903670
  nChanged 19
		SP:Iteration 45Q (115170.720000 sec): 3 clusters
  Score: Raw -593820.368563 + Penalty 2757.383425 = -591062.985139
  nChanged 22
		SP:Iteration 46Q (115170.860000 sec): 3 clusters
  Score: Raw -593829.633818 + Penalty 2757.383425 = -591072.250394
  nChanged 16
		SP:Iteration 47Q (115171.050000 sec): 3 clusters
  Score: Raw -593838.709165 + Penalty 2757.383425 = -591081.325740
  nChanged 18
		SP:Iteration 48Q (115171.240000 sec): 3 clusters
  Score: Raw -593845.047351 + Penalty 2757.383425 = -591087.663926
  nChanged 16
		SP:Iteration 49Q (115171.470000 sec): 3 clusters
  Score: Raw -593851.246101 + Penalty 2757.383425 = -591093.862677
  nChanged 16
		SP:Iteration 50Q (115171.730000 sec): 3 clusters
  Score: Raw -593857.568716 + Penalty 2757.383425 = -591100.185291
  nChanged 18
		SP:Iteration 51Q (115171.930000 sec): 3 clusters
  Score: Raw -593865.677792 + Penalty 2757.383425 = -591108.294368
  nChanged 15
		SP:Iteration 52Q (115172.120000 sec): 3 clusters
  Score: Raw -593871.600806 + Penalty 2757.383425 = -591114.217381
  nChanged 9
		SP:Iteration 53Q (115172.320000 sec): 3 clusters
  Score: Raw -593875.130345 + Penalty 2757.383425 = -591117.746920
  nChanged 6
		SP:Iteration 54Q (115172.490000 sec): 3 clusters
  Score: Raw -593876.801941 + Penalty 2757.383425 = -591119.418516
  nChanged 6
		SP:Iteration 55Q (115172.700000 sec): 3 clusters
  Score: Raw -593879.137326 + Penalty 2757.383425 = -591121.753902
  nChanged 9
		SP:Iteration 56Q (115172.910000 sec): 3 clusters
  Score: Raw -593883.423284 + Penalty 2757.383425 = -591126.039860
  nChanged 12
		SP:Iteration 57Q (115173.110000 sec): 3 clusters
  Score: Raw -593887.824293 + Penalty 2757.383425 = -591130.440868
  nChanged 10
		SP:Iteration 58Q (115173.300000 sec): 3 clusters
  Score: Raw -593891.042353 + Penalty 2757.383425 = -591133.658928
  nChanged 8
		SP:Iteration 59Q (115173.490000 sec): 3 clusters
  Score: Raw -593893.661204 + Penalty 2757.383425 = -591136.277779
  nChanged 5
		SP:Iteration 60F (115173.730000 sec): 3 clusters
  Score: Raw -593894.986252 + Penalty 2757.383425 = -591137.602828
  nChanged 5
		SP:Iteration 61Q (115173.930000 sec): 3 clusters
  Score: Raw -593897.480766 + Penalty 2757.383425 = -591140.097341
  nChanged 7
		SP:Iteration 62Q (115174.120000 sec): 3 clusters
  Score: Raw -593899.658837 + Penalty 2757.383425 = -591142.275413
  nChanged 5
		SP:Iteration 63Q (115174.340000 sec): 3 clusters
  Score: Raw -593901.261393 + Penalty 2757.383425 = -591143.877969
  nChanged 5
		SP:Iteration 64Q (115174.540000 sec): 3 clusters
  Score: Raw -593903.243194 + Penalty 2757.383425 = -591145.859770
  nChanged 7
		SP:Iteration 65Q (115174.750000 sec): 3 clusters
  Score: Raw -593906.379558 + Penalty 2757.383425 = -591148.996133
  nChanged 10
		SP:Iteration 66Q (115174.930000 sec): 3 clusters
  Score: Raw -593910.179020 + Penalty 2757.383425 = -591152.795595
  nChanged 12
		SP:Iteration 67Q (115175.130000 sec): 3 clusters
  Score: Raw -593915.032157 + Penalty 2757.383425 = -591157.648733
  nChanged 6
		SP:Iteration 68Q (115175.350000 sec): 3 clusters
  Score: Raw -593917.167129 + Penalty 2757.383425 = -591159.783704
  nChanged 5
		SP:Iteration 69Q (115175.510000 sec): 3 clusters
  Score: Raw -593918.877968 + Penalty 2757.383425 = -591161.494543
  nChanged 3
		SP:Iteration 70Q (115175.660000 sec): 3 clusters
  Score: Raw -593919.927875 + Penalty 2757.383425 = -591162.544450
  nChanged 4
		SP:Iteration 71Q (115175.890000 sec): 3 clusters
  Score: Raw -593921.123037 + Penalty 2757.383425 = -591163.739613
  nChanged 3
		SP:Iteration 72Q (115176.100000 sec): 3 clusters
  Score: Raw -593922.127800 + Penalty 2757.383425 = -591164.744375
  nChanged 5
		SP:Iteration 73Q (115176.290000 sec): 3 clusters
  Score: Raw -593924.276064 + Penalty 2757.383425 = -591166.892639
  nChanged 5
		SP:Iteration 74Q (115176.540000 sec): 3 clusters
  Score: Raw -593926.173836 + Penalty 2757.383425 = -591168.790412
  nChanged 8
		SP:Iteration 75Q (115176.700000 sec): 3 clusters
  Score: Raw -593928.946672 + Penalty 2757.383425 = -591171.563247
  nChanged 8
		SP:Iteration 76Q (115176.890000 sec): 3 clusters
  Score: Raw -593931.973256 + Penalty 2757.383425 = -591174.589831
  nChanged 5
		SP:Iteration 77Q (115177.170000 sec): 3 clusters
  Score: Raw -593933.646238 + Penalty 2757.383425 = -591176.262814
  nChanged 3
		SP:Iteration 78Q (115177.380000 sec): 3 clusters
  Score: Raw -593934.508393 + Penalty 2757.383425 = -591177.124968
  nChanged 1
		SP:Iteration 79Q (115177.610000 sec): 3 clusters
  Score: Raw -593934.760726 + Penalty 2757.383425 = -591177.377301
  nChanged 1
		SP:Iteration 80F (115177.840000 sec): 3 clusters
  Score: Raw -593934.970479 + Penalty 2757.383425 = -591177.587055
  nChanged 1
		SP:Iteration 81Q (115177.980000 sec): 3 clusters
  Score: Raw -593935.073582 + Penalty 2757.383425 = -591177.690158
  nChanged 0
		SP:Iteration 82F (115178.160000 sec): 3 clusters
  Score: Raw -593935.073582 + Penalty 2757.383425 = -591177.690158
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115178.350000 sec): 2 clusters
  Score: Raw -1521349.789745 + Penalty 1549.512693 = -1519800.277052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115178.560000 sec): 3 clusters
  Score: Raw -1513274.626838 + Penalty 3099.025386 = -1510175.601452
  nChanged 6185
		SP:Iteration 1F (115178.800000 sec): 3 clusters
  Score: Raw -1517044.655357 + Penalty 3099.025386 = -1513945.629970
  nChanged 1085
		SP:Iteration 2F (115179.050000 sec): 3 clusters
  Score: Raw -1517845.373966 + Penalty 3099.025386 = -1514746.348579
  nChanged 1023
		SP:Iteration 3F (115179.280000 sec): 3 clusters
  Score: Raw -1518586.188938 + Penalty 3099.025386 = -1515487.163552
  nChanged 914
		SP:Iteration 4F (115179.510000 sec): 3 clusters
  Score: Raw -1519155.231364 + Penalty 3099.025386 = -1516056.205977
  nChanged 730
		SP:Iteration 5F (115179.720000 sec): 3 clusters
  Score: Raw -1519566.921394 + Penalty 3099.025386 = -1516467.896007
  nChanged 579
		SP:Iteration 6Q (115179.910000 sec): 3 clusters
  Score: Raw -1519875.933876 + Penalty 3099.025386 = -1516776.908489
  nChanged 483
		SP:Iteration 7Q (115180.140000 sec): 3 clusters
  Score: Raw -1520123.142370 + Penalty 3099.025386 = -1517024.116984
  nChanged 428
		SP:Iteration 8Q (115180.370000 sec): 3 clusters
  Score: Raw -1520344.514497 + Penalty 3099.025386 = -1517245.489111
  nChanged 383
		SP:Iteration 9Q (115180.620000 sec): 3 clusters
  Score: Raw -1520522.493283 + Penalty 3099.025386 = -1517423.467896
  nChanged 316
		SP:Iteration 10Q (115180.870000 sec): 3 clusters
  Score: Raw -1520660.858406 + Penalty 3099.025386 = -1517561.833019
  nChanged 249
		SP:Iteration 11Q (115181.080000 sec): 3 clusters
  Score: Raw -1520759.364847 + Penalty 3099.025386 = -1517660.339460
  nChanged 214
		SP:Iteration 12Q (115181.320000 sec): 3 clusters
  Score: Raw -1520835.258817 + Penalty 3099.025386 = -1517736.233431
  nChanged 171
		SP:Iteration 13Q (115181.560000 sec): 3 clusters
  Score: Raw -1520899.813858 + Penalty 3099.025386 = -1517800.788472
  nChanged 185
		SP:Iteration 14Q (115181.800000 sec): 3 clusters
  Score: Raw -1520970.178334 + Penalty 3099.025386 = -1517871.152947
  nChanged 187
		SP:Iteration 15Q (115182.000000 sec): 3 clusters
  Score: Raw -1521040.582688 + Penalty 3099.025386 = -1517941.557302
  nChanged 181
		SP:Iteration 16Q (115182.260000 sec): 3 clusters
  Score: Raw -1521115.057139 + Penalty 3099.025386 = -1518016.031752
  nChanged 161
		SP:Iteration 17Q (115182.500000 sec): 3 clusters
  Score: Raw -1521172.390329 + Penalty 3099.025386 = -1518073.364942
  nChanged 135
		SP:Iteration 18Q (115182.770000 sec): 3 clusters
  Score: Raw -1521217.908886 + Penalty 3099.025386 = -1518118.883499
  nChanged 142
		SP:Iteration 19Q (115183.050000 sec): 3 clusters
  Score: Raw -1521266.510893 + Penalty 3099.025386 = -1518167.485507
  nChanged 130
		SP:Iteration 20F (115183.300000 sec): 3 clusters
  Score: Raw -1521311.895783 + Penalty 3099.025386 = -1518212.870396
  nChanged 134
		SP:Iteration 21Q (115183.530000 sec): 3 clusters
  Score: Raw -1521360.289140 + Penalty 3099.025386 = -1518261.263754
  nChanged 137
		SP:Iteration 22Q (115183.800000 sec): 3 clusters
  Score: Raw -1521408.949620 + Penalty 3099.025386 = -1518309.924234
  nChanged 126
		SP:Iteration 23Q (115184.050000 sec): 3 clusters
  Score: Raw -1521460.708246 + Penalty 3099.025386 = -1518361.682860
  nChanged 121
		SP:Iteration 24Q (115184.270000 sec): 3 clusters
  Score: Raw -1521510.165109 + Penalty 3099.025386 = -1518411.139722
  nChanged 113
		SP:Iteration 25Q (115184.460000 sec): 3 clusters
  Score: Raw -1521553.137540 + Penalty 3099.025386 = -1518454.112154
  nChanged 101
		SP:Iteration 26Q (115184.730000 sec): 3 clusters
  Score: Raw -1521589.801410 + Penalty 3099.025386 = -1518490.776023
  nChanged 89
		SP:Iteration 27Q (115184.950000 sec): 3 clusters
  Score: Raw -1521624.868509 + Penalty 3099.025386 = -1518525.843123
  nChanged 84
		SP:Iteration 28Q (115185.200000 sec): 3 clusters
  Score: Raw -1521653.907470 + Penalty 3099.025386 = -1518554.882084
  nChanged 66
		SP:Iteration 29Q (115185.400000 sec): 3 clusters
  Score: Raw -1521679.227815 + Penalty 3099.025386 = -1518580.202429
  nChanged 72
		SP:Iteration 30Q (115185.650000 sec): 3 clusters
  Score: Raw -1521702.920795 + Penalty 3099.025386 = -1518603.895409
  nChanged 69
		SP:Iteration 31Q (115185.880000 sec): 3 clusters
  Score: Raw -1521728.258334 + Penalty 3099.025386 = -1518629.232947
  nChanged 69
		SP:Iteration 32Q (115186.080000 sec): 3 clusters
  Score: Raw -1521750.328101 + Penalty 3099.025386 = -1518651.302715
  nChanged 64
		SP:Iteration 33Q (115186.320000 sec): 3 clusters
  Score: Raw -1521771.685871 + Penalty 3099.025386 = -1518672.660485
  nChanged 57
		SP:Iteration 34Q (115186.560000 sec): 3 clusters
  Score: Raw -1521791.812836 + Penalty 3099.025386 = -1518692.787450
  nChanged 50
		SP:Iteration 35Q (115186.750000 sec): 3 clusters
  Score: Raw -1521804.663193 + Penalty 3099.025386 = -1518705.637807
  nChanged 39
		SP:Iteration 36Q (115187.000000 sec): 3 clusters
  Score: Raw -1521814.560333 + Penalty 3099.025386 = -1518715.534947
  nChanged 31
		SP:Iteration 37Q (115187.220000 sec): 3 clusters
  Score: Raw -1521824.078671 + Penalty 3099.025386 = -1518725.053284
  nChanged 30
		SP:Iteration 38Q (115187.500000 sec): 3 clusters
  Score: Raw -1521833.123396 + Penalty 3099.025386 = -1518734.098010
  nChanged 26
		SP:Iteration 39Q (115187.750000 sec): 3 clusters
  Score: Raw -1521840.487714 + Penalty 3099.025386 = -1518741.462328
  nChanged 26
		SP:Iteration 40F (115188.010000 sec): 3 clusters
  Score: Raw -1521849.508188 + Penalty 3099.025386 = -1518750.482802
  nChanged 27
		SP:Iteration 41Q (115188.220000 sec): 3 clusters
  Score: Raw -1521856.938180 + Penalty 3099.025386 = -1518757.912794
  nChanged 20
		SP:Iteration 42Q (115188.430000 sec): 3 clusters
  Score: Raw -1521862.541126 + Penalty 3099.025386 = -1518763.515739
  nChanged 16
		SP:Iteration 43Q (115188.680000 sec): 3 clusters
  Score: Raw -1521866.924022 + Penalty 3099.025386 = -1518767.898636
  nChanged 14
		SP:Iteration 44Q (115188.890000 sec): 3 clusters
  Score: Raw -1521870.426910 + Penalty 3099.025386 = -1518771.401523
  nChanged 14
		SP:Iteration 45Q (115189.150000 sec): 3 clusters
  Score: Raw -1521874.244248 + Penalty 3099.025386 = -1518775.218862
  nChanged 11
		SP:Iteration 46Q (115189.400000 sec): 3 clusters
  Score: Raw -1521877.781088 + Penalty 3099.025386 = -1518778.755702
  nChanged 14
		SP:Iteration 47Q (115189.630000 sec): 3 clusters
  Score: Raw -1521881.408363 + Penalty 3099.025386 = -1518782.382977
  nChanged 6
		SP:Iteration 48Q (115189.840000 sec): 3 clusters
  Score: Raw -1521882.442540 + Penalty 3099.025386 = -1518783.417153
  nChanged 9
		SP:Iteration 49Q (115190.100000 sec): 3 clusters
  Score: Raw -1521884.418657 + Penalty 3099.025386 = -1518785.393270
  nChanged 8
		SP:Iteration 50Q (115190.330000 sec): 3 clusters
  Score: Raw -1521887.070377 + Penalty 3099.025386 = -1518788.044990
  nChanged 9
		SP:Iteration 51Q (115190.560000 sec): 3 clusters
  Score: Raw -1521889.715371 + Penalty 3099.025386 = -1518790.689985
  nChanged 14
		SP:Iteration 52Q (115190.800000 sec): 3 clusters
  Score: Raw -1521893.501546 + Penalty 3099.025386 = -1518794.476159
  nChanged 16
		SP:Iteration 53Q (115191.040000 sec): 3 clusters
  Score: Raw -1521898.582402 + Penalty 3099.025386 = -1518799.557016
  nChanged 11
		SP:Iteration 54Q (115191.270000 sec): 3 clusters
  Score: Raw -1521902.245602 + Penalty 3099.025386 = -1518803.220215
  nChanged 13
		SP:Iteration 55Q (115191.470000 sec): 3 clusters
  Score: Raw -1521906.650454 + Penalty 3099.025386 = -1518807.625067
  nChanged 12
		SP:Iteration 56Q (115191.690000 sec): 3 clusters
  Score: Raw -1521911.348126 + Penalty 3099.025386 = -1518812.322740
  nChanged 14
		SP:Iteration 57Q (115191.940000 sec): 3 clusters
  Score: Raw -1521914.866631 + Penalty 3099.025386 = -1518815.841245
  nChanged 20
		SP:Iteration 58Q (115192.150000 sec): 3 clusters
  Score: Raw -1521921.038054 + Penalty 3099.025386 = -1518822.012667
  nChanged 13
		SP:Iteration 59Q (115192.420000 sec): 3 clusters
  Score: Raw -1521924.950101 + Penalty 3099.025386 = -1518825.924715
  nChanged 15
		SP:Iteration 60F (115192.620000 sec): 3 clusters
  Score: Raw -1521929.879229 + Penalty 3099.025386 = -1518830.853842
  nChanged 14
		SP:Iteration 61Q (115192.840000 sec): 3 clusters
  Score: Raw -1521935.665896 + Penalty 3099.025386 = -1518836.640510
  nChanged 12
		SP:Iteration 62Q (115193.110000 sec): 3 clusters
  Score: Raw -1521939.233908 + Penalty 3099.025386 = -1518840.208521
  nChanged 9
		SP:Iteration 63Q (115193.330000 sec): 3 clusters
  Score: Raw -1521941.188660 + Penalty 3099.025386 = -1518842.163273
  nChanged 6
		SP:Iteration 64Q (115193.590000 sec): 3 clusters
  Score: Raw -1521943.267147 + Penalty 3099.025386 = -1518844.241761
  nChanged 6
		SP:Iteration 65Q (115193.840000 sec): 3 clusters
  Score: Raw -1521944.044797 + Penalty 3099.025386 = -1518845.019411
  nChanged 3
		SP:Iteration 66Q (115194.080000 sec): 3 clusters
  Score: Raw -1521944.361245 + Penalty 3099.025386 = -1518845.335859
  nChanged 1
		SP:Iteration 67Q (115194.300000 sec): 3 clusters
  Score: Raw -1521944.472491 + Penalty 3099.025386 = -1518845.447105
  nChanged 1
		SP:Iteration 68Q (115194.500000 sec): 3 clusters
  Score: Raw -1521944.617190 + Penalty 3099.025386 = -1518845.591804
  nChanged 1
		SP:Iteration 69Q (115194.750000 sec): 3 clusters
  Score: Raw -1521944.692575 + Penalty 3099.025386 = -1518845.667189
  nChanged 2
		SP:Iteration 70Q (115195.020000 sec): 3 clusters
  Score: Raw -1521945.134979 + Penalty 3099.025386 = -1518846.109593
  nChanged 1
		SP:Iteration 71Q (115195.230000 sec): 3 clusters
  Score: Raw -1521945.837633 + Penalty 3099.025386 = -1518846.812247
  nChanged 8
		SP:Iteration 72Q (115195.490000 sec): 3 clusters
  Score: Raw -1521949.489492 + Penalty 3099.025386 = -1518850.464106
  nChanged 8
		SP:Iteration 73Q (115195.760000 sec): 3 clusters
  Score: Raw -1521953.466543 + Penalty 3099.025386 = -1518854.441157
  nChanged 7
		SP:Iteration 74Q (115196.050000 sec): 3 clusters
  Score: Raw -1521955.450524 + Penalty 3099.025386 = -1518856.425138
  nChanged 8
		SP:Iteration 75Q (115196.320000 sec): 3 clusters
  Score: Raw -1521958.979101 + Penalty 3099.025386 = -1518859.953714
  nChanged 6
		SP:Iteration 76Q (115196.550000 sec): 3 clusters
  Score: Raw -1521961.195273 + Penalty 3099.025386 = -1518862.169886
  nChanged 8
		SP:Iteration 77Q (115196.760000 sec): 3 clusters
  Score: Raw -1521964.561738 + Penalty 3099.025386 = -1518865.536351
  nChanged 13
		SP:Iteration 78Q (115197.000000 sec): 3 clusters
  Score: Raw -1521975.153387 + Penalty 3099.025386 = -1518876.128001
  nChanged 13
		SP:Iteration 79Q (115197.200000 sec): 3 clusters
  Score: Raw -1521980.759519 + Penalty 3099.025386 = -1518881.734132
  nChanged 6
		SP:Iteration 80F (115197.440000 sec): 3 clusters
  Score: Raw -1521983.515145 + Penalty 3099.025386 = -1518884.489758
  nChanged 5
		SP:Iteration 81Q (115197.660000 sec): 3 clusters
  Score: Raw -1521985.901938 + Penalty 3099.025386 = -1518886.876552
  nChanged 4
		SP:Iteration 82Q (115197.920000 sec): 3 clusters
  Score: Raw -1521986.925857 + Penalty 3099.025386 = -1518887.900470
  nChanged 1
		SP:Iteration 83Q (115198.140000 sec): 3 clusters
  Score: Raw -1521987.073156 + Penalty 3099.025386 = -1518888.047769
  nChanged 1
		SP:Iteration 84Q (115198.380000 sec): 3 clusters
  Score: Raw -1521987.446787 + Penalty 3099.025386 = -1518888.421401
  nChanged 1
		SP:Iteration 85Q (115198.620000 sec): 3 clusters
  Score: Raw -1521987.704376 + Penalty 3099.025386 = -1518888.678990
  nChanged 0
		SP:Iteration 86F (115198.850000 sec): 3 clusters
  Score: Raw -1521987.704376 + Penalty 3099.025386 = -1518888.678990
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115198.960000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115199.130000 sec): 3 clusters
  Score: Raw -19141.706806 + Penalty 1708.685996 = -17433.020810
  nChanged 29
		SP:Iteration 1F (115199.290000 sec): 3 clusters
  Score: Raw -19232.508584 + Penalty 1708.685996 = -17523.822588
  nChanged 8
		SP:Iteration 2Q (115199.470000 sec): 3 clusters
  Score: Raw -19277.505038 + Penalty 1708.685996 = -17568.819042
  nChanged 3
		SP:Iteration 3Q (115199.680000 sec): 3 clusters
  Score: Raw -19288.021902 + Penalty 1708.685996 = -17579.335907
  nChanged 2
		SP:Iteration 4Q (115199.820000 sec): 3 clusters
  Score: Raw -19297.249156 + Penalty 1708.685996 = -17588.563160
  nChanged 1
		SP:Iteration 5Q (115200.020000 sec): 3 clusters
  Score: Raw -19301.545943 + Penalty 1708.685996 = -17592.859947
  nChanged 3
		SP:Iteration 6Q (115200.160000 sec): 3 clusters
  Score: Raw -19311.149808 + Penalty 1708.685996 = -17602.463813
  nChanged 1
		SP:Iteration 7Q (115200.310000 sec): 3 clusters
  Score: Raw -19317.505893 + Penalty 1708.685996 = -17608.819897
  nChanged 2
		SP:Iteration 8Q (115200.470000 sec): 3 clusters
  Score: Raw -19325.243099 + Penalty 1708.685996 = -17616.557103
  nChanged 3
		SP:Iteration 9Q (115200.670000 sec): 3 clusters
  Score: Raw -19337.702041 + Penalty 1708.685996 = -17629.016045
  nChanged 1
		SP:Iteration 10Q (115200.850000 sec): 3 clusters
  Score: Raw -19340.843922 + Penalty 1708.685996 = -17632.157926
  nChanged 1
		SP:Iteration 11Q (115200.960000 sec): 3 clusters
  Score: Raw -19342.144041 + Penalty 1708.685996 = -17633.458045
  nChanged 0
		SP:Iteration 12F (115201.110000 sec): 3 clusters
  Score: Raw -19342.144041 + Penalty 1708.685996 = -17633.458045
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (363095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115202.860000 sec): 2 clusters
  Score: Raw -44155355.897932 + Penalty 2080.393215 = -44153275.504717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115204.720000 sec): 3 clusters
  Score: Raw -43912300.331461 + Penalty 4160.786431 = -43908139.545030
  nChanged 176902
		SP:Iteration 1F (115206.570000 sec): 3 clusters
  Score: Raw -44017818.880548 + Penalty 4160.786431 = -44013658.094117
  nChanged 9548
		SP:Iteration 2Q (115208.350000 sec): 3 clusters
  Score: Raw -44019793.509769 + Penalty 4160.786431 = -44015632.723338
  nChanged 11020
		SP:Iteration 3Q (115210.270000 sec): 3 clusters
  Score: Raw -44022534.548283 + Penalty 4160.786431 = -44018373.761852
  nChanged 13329
		SP:Iteration 4Q (115212.190000 sec): 3 clusters
  Score: Raw -44026532.819790 + Penalty 4160.786431 = -44022372.033360
  nChanged 15835
		SP:Iteration 5Q (115214.010000 sec): 3 clusters
  Score: Raw -44032102.702101 + Penalty 4160.786431 = -44027941.915670
  nChanged 18115
		SP:Iteration 6Q (115215.970000 sec): 3 clusters
  Score: Raw -44039293.095636 + Penalty 4160.786431 = -44035132.309205
  nChanged 19786
		SP:Iteration 7F (115217.780000 sec): 3 clusters
  Score: Raw -44047978.437626 + Penalty 4160.786431 = -44043817.651195
  nChanged 20563
		SP:Iteration 8F (115219.530000 sec): 3 clusters
  Score: Raw -44057888.213598 + Penalty 4160.786431 = -44053727.427168
  nChanged 20796
		SP:Iteration 9F (115221.460000 sec): 3 clusters
  Score: Raw -44069285.072259 + Penalty 4160.786431 = -44065124.285829
  nChanged 21428
		SP:Iteration 10F (115223.210000 sec): 3 clusters
  Score: Raw -44083112.086590 + Penalty 4160.786431 = -44078951.300159
  nChanged 22386
		SP:Iteration 11F (115225.090000 sec): 3 clusters
  Score: Raw -44100277.617000 + Penalty 4160.786431 = -44096116.830569
  nChanged 21712
		SP:Iteration 12F (115226.860000 sec): 3 clusters
  Score: Raw -44119851.585291 + Penalty 4160.786431 = -44115690.798861
  nChanged 17619
		SP:Iteration 13Q (115228.690000 sec): 3 clusters
  Score: Raw -44137274.543025 + Penalty 4160.786431 = -44133113.756594
  nChanged 10607
		SP:Iteration 14Q (115230.440000 sec): 3 clusters
  Score: Raw -44147754.518993 + Penalty 4160.786431 = -44143593.732562
  nChanged 4807
		SP:Iteration 15Q (115232.160000 sec): 3 clusters
  Score: Raw -44152310.294568 + Penalty 4160.786431 = -44148149.508137
  nChanged 2012
		SP:Iteration 16Q (115233.660000 sec): 3 clusters
  Score: Raw -44154158.900064 + Penalty 4160.786431 = -44149998.113634
  nChanged 975
		SP:Iteration 17Q (115235.360000 sec): 3 clusters
  Score: Raw -44154919.649499 + Penalty 4160.786431 = -44150758.863068
  nChanged 541
		SP:Iteration 18Q (115236.890000 sec): 3 clusters
  Score: Raw -44155267.836070 + Penalty 4160.786431 = -44151107.049639
  nChanged 348
		SP:Iteration 19Q (115238.420000 sec): 3 clusters
  Score: Raw -44155446.705197 + Penalty 4160.786431 = -44151285.918766
  nChanged 234
		SP:Iteration 20F (115240.260000 sec): 3 clusters
  Score: Raw -44155547.088293 + Penalty 4160.786431 = -44151386.301862
  nChanged 158
		SP:Iteration 21Q (115241.820000 sec): 3 clusters
  Score: Raw -44155603.833138 + Penalty 4160.786431 = -44151443.046707
  nChanged 113
		SP:Iteration 22Q (115243.450000 sec): 3 clusters
  Score: Raw -44155639.981037 + Penalty 4160.786431 = -44151479.194606
  nChanged 95
		SP:Iteration 23Q (115244.970000 sec): 3 clusters
  Score: Raw -44155670.485737 + Penalty 4160.786431 = -44151509.699306
  nChanged 72
		SP:Iteration 24Q (115246.710000 sec): 3 clusters
  Score: Raw -44155693.486499 + Penalty 4160.786431 = -44151532.700068
  nChanged 70
		SP:Iteration 25Q (115248.580000 sec): 3 clusters
  Score: Raw -44155713.422122 + Penalty 4160.786431 = -44151552.635692
  nChanged 50
		SP:Iteration 26Q (115250.460000 sec): 3 clusters
  Score: Raw -44155725.093541 + Penalty 4160.786431 = -44151564.307110
  nChanged 36
		SP:Iteration 27Q (115252.220000 sec): 3 clusters
  Score: Raw -44155734.316160 + Penalty 4160.786431 = -44151573.529729
  nChanged 31
		SP:Iteration 28Q (115253.970000 sec): 3 clusters
  Score: Raw -44155743.092653 + Penalty 4160.786431 = -44151582.306222
  nChanged 38
		SP:Iteration 29Q (115255.630000 sec): 3 clusters
  Score: Raw -44155755.486610 + Penalty 4160.786431 = -44151594.700179
  nChanged 31
		SP:Iteration 30Q (115257.340000 sec): 3 clusters
  Score: Raw -44155764.961159 + Penalty 4160.786431 = -44151604.174729
  nChanged 32
		SP:Iteration 31Q (115259.140000 sec): 3 clusters
  Score: Raw -44155773.767810 + Penalty 4160.786431 = -44151612.981379
  nChanged 18
		SP:Iteration 32Q (115260.870000 sec): 3 clusters
  Score: Raw -44155778.097196 + Penalty 4160.786431 = -44151617.310765
  nChanged 17
		SP:Iteration 33Q (115262.570000 sec): 3 clusters
  Score: Raw -44155781.801934 + Penalty 4160.786431 = -44151621.015503
  nChanged 17
		SP:Iteration 34Q (115264.220000 sec): 3 clusters
  Score: Raw -44155785.925752 + Penalty 4160.786431 = -44151625.139321
  nChanged 8
		SP:Iteration 35Q (115265.790000 sec): 3 clusters
  Score: Raw -44155788.199488 + Penalty 4160.786431 = -44151627.413057
  nChanged 18
		SP:Iteration 36Q (115267.280000 sec): 3 clusters
  Score: Raw -44155792.318845 + Penalty 4160.786431 = -44151631.532415
  nChanged 16
		SP:Iteration 37Q (115268.880000 sec): 3 clusters
  Score: Raw -44155795.618043 + Penalty 4160.786431 = -44151634.831612
  nChanged 16
		SP:Iteration 38Q (115270.510000 sec): 3 clusters
  Score: Raw -44155801.159757 + Penalty 4160.786431 = -44151640.373327
  nChanged 23
		SP:Iteration 39Q (115272.190000 sec): 3 clusters
  Score: Raw -44155807.941286 + Penalty 4160.786431 = -44151647.154856
  nChanged 15
		SP:Iteration 40F (115274.030000 sec): 3 clusters
  Score: Raw -44155811.096670 + Penalty 4160.786431 = -44151650.310239
  nChanged 14
		SP:Iteration 41Q (115275.710000 sec): 3 clusters
  Score: Raw -44155813.959843 + Penalty 4160.786431 = -44151653.173412
  nChanged 11
		SP:Iteration 42Q (115277.420000 sec): 3 clusters
  Score: Raw -44155816.706787 + Penalty 4160.786431 = -44151655.920356
  nChanged 8
		SP:Iteration 43Q (115278.970000 sec): 3 clusters
  Score: Raw -44155818.158669 + Penalty 4160.786431 = -44151657.372239
  nChanged 7
		SP:Iteration 44Q (115280.610000 sec): 3 clusters
  Score: Raw -44155818.979608 + Penalty 4160.786431 = -44151658.193177
  nChanged 4
		SP:Iteration 45Q (115282.390000 sec): 3 clusters
  Score: Raw -44155819.527817 + Penalty 4160.786431 = -44151658.741386
  nChanged 4
		SP:Iteration 46Q (115284.060000 sec): 3 clusters
  Score: Raw -44155820.371800 + Penalty 4160.786431 = -44151659.585370
  nChanged 5
		SP:Iteration 47Q (115285.760000 sec): 3 clusters
  Score: Raw -44155821.465639 + Penalty 4160.786431 = -44151660.679209
  nChanged 6
		SP:Iteration 48Q (115287.550000 sec): 3 clusters
  Score: Raw -44155822.331928 + Penalty 4160.786431 = -44151661.545497
  nChanged 5
		SP:Iteration 49Q (115289.400000 sec): 3 clusters
  Score: Raw -44155823.011777 + Penalty 4160.786431 = -44151662.225346
  nChanged 6
		SP:Iteration 50Q (115291.320000 sec): 3 clusters
  Score: Raw -44155824.059029 + Penalty 4160.786431 = -44151663.272598
  nChanged 6
		SP:Iteration 51Q (115293.230000 sec): 3 clusters
  Score: Raw -44155825.408206 + Penalty 4160.786431 = -44151664.621775
  nChanged 5
		SP:Iteration 52Q (115295.070000 sec): 3 clusters
  Score: Raw -44155826.105765 + Penalty 4160.786431 = -44151665.319335
  nChanged 1
		SP:Iteration 53Q (115296.780000 sec): 3 clusters
  Score: Raw -44155826.593153 + Penalty 4160.786431 = -44151665.806723
  nChanged 2
		SP:Iteration 54Q (115298.610000 sec): 3 clusters
  Score: Raw -44155827.135436 + Penalty 4160.786431 = -44151666.349006
  nChanged 3
		SP:Iteration 55Q (115300.250000 sec): 3 clusters
  Score: Raw -44155827.700053 + Penalty 4160.786431 = -44151666.913623
  nChanged 4
		SP:Iteration 56Q (115302.090000 sec): 3 clusters
  Score: Raw -44155828.540650 + Penalty 4160.786431 = -44151667.754219
  nChanged 1
		SP:Iteration 57Q (115303.720000 sec): 3 clusters
  Score: Raw -44155828.630961 + Penalty 4160.786431 = -44151667.844530
  nChanged 0
		SP:Iteration 58F (115305.600000 sec): 3 clusters
  Score: Raw -44155828.630961 + Penalty 4160.786431 = -44151667.844530
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115306.010000 sec): 2 clusters
  Score: Raw -2557937.384127 + Penalty 1627.354968 = -2556310.029159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115306.270000 sec): 3 clusters
  Score: Raw -2544485.708847 + Penalty 3254.709936 = -2541230.998911
  nChanged 10076
		SP:Iteration 1F (115306.580000 sec): 3 clusters
  Score: Raw -2550293.809874 + Penalty 3254.709936 = -2547039.099938
  nChanged 1296
		SP:Iteration 2F (115306.910000 sec): 3 clusters
  Score: Raw -2550932.569002 + Penalty 3254.709936 = -2547677.859066
  nChanged 1291
		SP:Iteration 3F (115307.300000 sec): 3 clusters
  Score: Raw -2551670.915659 + Penalty 3254.709936 = -2548416.205723
  nChanged 1366
		SP:Iteration 4F (115307.580000 sec): 3 clusters
  Score: Raw -2552528.556828 + Penalty 3254.709936 = -2549273.846892
  nChanged 1407
		SP:Iteration 5F (115307.940000 sec): 3 clusters
  Score: Raw -2553400.068338 + Penalty 3254.709936 = -2550145.358402
  nChanged 1283
		SP:Iteration 6F (115308.240000 sec): 3 clusters
  Score: Raw -2554160.486185 + Penalty 3254.709936 = -2550905.776249
  nChanged 1140
		SP:Iteration 7F (115308.520000 sec): 3 clusters
  Score: Raw -2554760.104268 + Penalty 3254.709936 = -2551505.394332
  nChanged 957
		SP:Iteration 8Q (115308.880000 sec): 3 clusters
  Score: Raw -2555213.275466 + Penalty 3254.709936 = -2551958.565531
  nChanged 774
		SP:Iteration 9Q (115309.300000 sec): 3 clusters
  Score: Raw -2555545.633735 + Penalty 3254.709936 = -2552290.923799
  nChanged 701
		SP:Iteration 10Q (115309.610000 sec): 3 clusters
  Score: Raw -2555828.573111 + Penalty 3254.709936 = -2552573.863175
  nChanged 631
		SP:Iteration 11Q (115309.920000 sec): 3 clusters
  Score: Raw -2556081.253057 + Penalty 3254.709936 = -2552826.543122
  nChanged 602
		SP:Iteration 12Q (115310.270000 sec): 3 clusters
  Score: Raw -2556316.104685 + Penalty 3254.709936 = -2553061.394749
  nChanged 569
		SP:Iteration 13Q (115310.580000 sec): 3 clusters
  Score: Raw -2556536.566126 + Penalty 3254.709936 = -2553281.856190
  nChanged 561
		SP:Iteration 14Q (115310.880000 sec): 3 clusters
  Score: Raw -2556757.016287 + Penalty 3254.709936 = -2553502.306351
  nChanged 546
		SP:Iteration 15Q (115311.250000 sec): 3 clusters
  Score: Raw -2556976.680037 + Penalty 3254.709936 = -2553721.970101
  nChanged 529
		SP:Iteration 16Q (115311.590000 sec): 3 clusters
  Score: Raw -2557199.509801 + Penalty 3254.709936 = -2553944.799865
  nChanged 468
		SP:Iteration 17Q (115311.850000 sec): 3 clusters
  Score: Raw -2557395.108542 + Penalty 3254.709936 = -2554140.398606
  nChanged 426
		SP:Iteration 18Q (115312.130000 sec): 3 clusters
  Score: Raw -2557579.216977 + Penalty 3254.709936 = -2554324.507041
  nChanged 378
		SP:Iteration 19Q (115312.400000 sec): 3 clusters
  Score: Raw -2557736.513930 + Penalty 3254.709936 = -2554481.803994
  nChanged 335
		SP:Iteration 20F (115312.670000 sec): 3 clusters
  Score: Raw -2557865.512829 + Penalty 3254.709936 = -2554610.802893
  nChanged 284
		SP:Iteration 21Q (115312.910000 sec): 3 clusters
  Score: Raw -2557980.320300 + Penalty 3254.709936 = -2554725.610364
  nChanged 252
		SP:Iteration 22Q (115313.250000 sec): 3 clusters
  Score: Raw -2558089.154218 + Penalty 3254.709936 = -2554834.444282
  nChanged 236
		SP:Iteration 23Q (115313.460000 sec): 3 clusters
  Score: Raw -2558186.818712 + Penalty 3254.709936 = -2554932.108776
  nChanged 181
		SP:Iteration 24Q (115313.770000 sec): 3 clusters
  Score: Raw -2558259.458368 + Penalty 3254.709936 = -2555004.748432
  nChanged 163
		SP:Iteration 25Q (115314.000000 sec): 3 clusters
  Score: Raw -2558328.953553 + Penalty 3254.709936 = -2555074.243617
  nChanged 141
		SP:Iteration 26Q (115314.340000 sec): 3 clusters
  Score: Raw -2558389.375041 + Penalty 3254.709936 = -2555134.665105
  nChanged 120
		SP:Iteration 27Q (115314.740000 sec): 3 clusters
  Score: Raw -2558438.984795 + Penalty 3254.709936 = -2555184.274859
  nChanged 101
		SP:Iteration 28Q (115315.110000 sec): 3 clusters
  Score: Raw -2558480.923747 + Penalty 3254.709936 = -2555226.213811
  nChanged 91
		SP:Iteration 29Q (115315.480000 sec): 3 clusters
  Score: Raw -2558517.541558 + Penalty 3254.709936 = -2555262.831622
  nChanged 72
		SP:Iteration 30Q (115315.770000 sec): 3 clusters
  Score: Raw -2558545.996750 + Penalty 3254.709936 = -2555291.286815
  nChanged 68
		SP:Iteration 31Q (115316.020000 sec): 3 clusters
  Score: Raw -2558579.745720 + Penalty 3254.709936 = -2555325.035784
  nChanged 60
		SP:Iteration 32Q (115316.340000 sec): 3 clusters
  Score: Raw -2558605.222353 + Penalty 3254.709936 = -2555350.512417
  nChanged 56
		SP:Iteration 33Q (115316.700000 sec): 3 clusters
  Score: Raw -2558630.815638 + Penalty 3254.709936 = -2555376.105702
  nChanged 45
		SP:Iteration 34Q (115317.000000 sec): 3 clusters
  Score: Raw -2558651.842306 + Penalty 3254.709936 = -2555397.132370
  nChanged 35
		SP:Iteration 35Q (115317.320000 sec): 3 clusters
  Score: Raw -2558669.498981 + Penalty 3254.709936 = -2555414.789045
  nChanged 41
		SP:Iteration 36Q (115317.650000 sec): 3 clusters
  Score: Raw -2558688.337687 + Penalty 3254.709936 = -2555433.627752
  nChanged 23
		SP:Iteration 37Q (115317.990000 sec): 3 clusters
  Score: Raw -2558697.453446 + Penalty 3254.709936 = -2555442.743510
  nChanged 17
		SP:Iteration 38Q (115318.300000 sec): 3 clusters
  Score: Raw -2558704.348532 + Penalty 3254.709936 = -2555449.638596
  nChanged 18
		SP:Iteration 39Q (115318.660000 sec): 3 clusters
  Score: Raw -2558712.765155 + Penalty 3254.709936 = -2555458.055219
  nChanged 20
		SP:Iteration 40F (115318.950000 sec): 3 clusters
  Score: Raw -2558721.850742 + Penalty 3254.709936 = -2555467.140806
  nChanged 15
		SP:Iteration 41Q (115319.280000 sec): 3 clusters
  Score: Raw -2558727.462553 + Penalty 3254.709936 = -2555472.752617
  nChanged 10
		SP:Iteration 42Q (115319.560000 sec): 3 clusters
  Score: Raw -2558730.032600 + Penalty 3254.709936 = -2555475.322664
  nChanged 11
		SP:Iteration 43Q (115319.810000 sec): 3 clusters
  Score: Raw -2558732.558658 + Penalty 3254.709936 = -2555477.848722
  nChanged 3
		SP:Iteration 44Q (115320.130000 sec): 3 clusters
  Score: Raw -2558733.418718 + Penalty 3254.709936 = -2555478.708782
  nChanged 6
		SP:Iteration 45Q (115320.460000 sec): 3 clusters
  Score: Raw -2558735.859160 + Penalty 3254.709936 = -2555481.149224
  nChanged 4
		SP:Iteration 46Q (115320.770000 sec): 3 clusters
  Score: Raw -2558738.890070 + Penalty 3254.709936 = -2555484.180134
  nChanged 5
		SP:Iteration 47Q (115321.090000 sec): 3 clusters
  Score: Raw -2558740.487758 + Penalty 3254.709936 = -2555485.777822
  nChanged 4
		SP:Iteration 48Q (115321.410000 sec): 3 clusters
  Score: Raw -2558742.523055 + Penalty 3254.709936 = -2555487.813119
  nChanged 8
		SP:Iteration 49Q (115321.750000 sec): 3 clusters
  Score: Raw -2558746.114426 + Penalty 3254.709936 = -2555491.404490
  nChanged 5
		SP:Iteration 50Q (115322.040000 sec): 3 clusters
  Score: Raw -2558747.689198 + Penalty 3254.709936 = -2555492.979262
  nChanged 3
		SP:Iteration 51Q (115322.350000 sec): 3 clusters
  Score: Raw -2558748.205544 + Penalty 3254.709936 = -2555493.495608
  nChanged 3
		SP:Iteration 52Q (115322.650000 sec): 3 clusters
  Score: Raw -2558749.336587 + Penalty 3254.709936 = -2555494.626651
  nChanged 4
		SP:Iteration 53Q (115322.940000 sec): 3 clusters
  Score: Raw -2558750.990997 + Penalty 3254.709936 = -2555496.281061
  nChanged 2
		SP:Iteration 54Q (115323.280000 sec): 3 clusters
  Score: Raw -2558751.323991 + Penalty 3254.709936 = -2555496.614055
  nChanged 0
		SP:Iteration 55F (115323.610000 sec): 3 clusters
  Score: Raw -2558751.323991 + Penalty 3254.709936 = -2555496.614055
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115323.950000 sec): 2 clusters
  Score: Raw -5108473.475368 + Penalty 1726.858966 = -5106746.616402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115324.390000 sec): 3 clusters
  Score: Raw -5082766.098244 + Penalty 3453.717931 = -5079312.380313
  nChanged 19177
		SP:Iteration 1F (115324.790000 sec): 3 clusters
  Score: Raw -5093451.899174 + Penalty 3453.717931 = -5089998.181242
  nChanged 1491
		SP:Iteration 2Q (115325.170000 sec): 3 clusters
  Score: Raw -5093846.979656 + Penalty 3453.717931 = -5090393.261725
  nChanged 1491
		SP:Iteration 3Q (115325.570000 sec): 3 clusters
  Score: Raw -5094292.303514 + Penalty 3453.717931 = -5090838.585583
  nChanged 1610
		SP:Iteration 4Q (115326.000000 sec): 3 clusters
  Score: Raw -5094879.311134 + Penalty 3453.717931 = -5091425.593203
  nChanged 1854
		SP:Iteration 5Q (115326.400000 sec): 3 clusters
  Score: Raw -5095732.932668 + Penalty 3453.717931 = -5092279.214737
  nChanged 2150
		SP:Iteration 6F (115326.800000 sec): 3 clusters
  Score: Raw -5096921.828271 + Penalty 3453.717931 = -5093468.110340
  nChanged 2399
		SP:Iteration 7F (115327.220000 sec): 3 clusters
  Score: Raw -5098572.888876 + Penalty 3453.717931 = -5095119.170944
  nChanged 2601
		SP:Iteration 8F (115327.610000 sec): 3 clusters
  Score: Raw -5100610.838037 + Penalty 3453.717931 = -5097157.120105
  nChanged 2365
		SP:Iteration 9F (115328.020000 sec): 3 clusters
  Score: Raw -5102505.600120 + Penalty 3453.717931 = -5099051.882188
  nChanged 1931
		SP:Iteration 10Q (115328.400000 sec): 3 clusters
  Score: Raw -5103832.756743 + Penalty 3453.717931 = -5100379.038812
  nChanged 1456
		SP:Iteration 11Q (115328.810000 sec): 3 clusters
  Score: Raw -5104690.622772 + Penalty 3453.717931 = -5101236.904841
  nChanged 1029
		SP:Iteration 12Q (115329.230000 sec): 3 clusters
  Score: Raw -5105275.562446 + Penalty 3453.717931 = -5101821.844515
  nChanged 812
		SP:Iteration 13Q (115329.630000 sec): 3 clusters
  Score: Raw -5105739.402311 + Penalty 3453.717931 = -5102285.684380
  nChanged 689
		SP:Iteration 14Q (115330.090000 sec): 3 clusters
  Score: Raw -5106110.834062 + Penalty 3453.717931 = -5102657.116130
  nChanged 614
		SP:Iteration 15Q (115330.550000 sec): 3 clusters
  Score: Raw -5106417.468388 + Penalty 3453.717931 = -5102963.750457
  nChanged 561
		SP:Iteration 16Q (115330.970000 sec): 3 clusters
  Score: Raw -5106706.717390 + Penalty 3453.717931 = -5103252.999458
  nChanged 495
		SP:Iteration 17Q (115331.370000 sec): 3 clusters
  Score: Raw -5106941.680167 + Penalty 3453.717931 = -5103487.962236
  nChanged 488
		SP:Iteration 18Q (115331.800000 sec): 3 clusters
  Score: Raw -5107160.099784 + Penalty 3453.717931 = -5103706.381852
  nChanged 408
		SP:Iteration 19Q (115332.220000 sec): 3 clusters
  Score: Raw -5107325.412728 + Penalty 3453.717931 = -5103871.694797
  nChanged 353
		SP:Iteration 20F (115332.660000 sec): 3 clusters
  Score: Raw -5107466.988497 + Penalty 3453.717931 = -5104013.270566
  nChanged 332
		SP:Iteration 21Q (115333.130000 sec): 3 clusters
  Score: Raw -5107596.704735 + Penalty 3453.717931 = -5104142.986804
  nChanged 304
		SP:Iteration 22Q (115333.500000 sec): 3 clusters
  Score: Raw -5107713.095188 + Penalty 3453.717931 = -5104259.377256
  nChanged 307
		SP:Iteration 23Q (115333.940000 sec): 3 clusters
  Score: Raw -5107839.854534 + Penalty 3453.717931 = -5104386.136602
  nChanged 311
		SP:Iteration 24Q (115334.240000 sec): 3 clusters
  Score: Raw -5107966.382622 + Penalty 3453.717931 = -5104512.664691
  nChanged 290
		SP:Iteration 25Q (115334.640000 sec): 3 clusters
  Score: Raw -5108084.550559 + Penalty 3453.717931 = -5104630.832628
  nChanged 247
		SP:Iteration 26Q (115335.010000 sec): 3 clusters
  Score: Raw -5108180.642219 + Penalty 3453.717931 = -5104726.924287
  nChanged 216
		SP:Iteration 27Q (115335.380000 sec): 3 clusters
  Score: Raw -5108254.393286 + Penalty 3453.717931 = -5104800.675355
  nChanged 195
		SP:Iteration 28Q (115335.780000 sec): 3 clusters
  Score: Raw -5108325.102888 + Penalty 3453.717931 = -5104871.384956
  nChanged 180
		SP:Iteration 29Q (115336.200000 sec): 3 clusters
  Score: Raw -5108390.545229 + Penalty 3453.717931 = -5104936.827298
  nChanged 168
		SP:Iteration 30Q (115336.590000 sec): 3 clusters
  Score: Raw -5108454.487823 + Penalty 3453.717931 = -5105000.769892
  nChanged 152
		SP:Iteration 31Q (115336.920000 sec): 3 clusters
  Score: Raw -5108509.612133 + Penalty 3453.717931 = -5105055.894201
  nChanged 145
		SP:Iteration 32Q (115337.360000 sec): 3 clusters
  Score: Raw -5108560.477647 + Penalty 3453.717931 = -5105106.759715
  nChanged 123
		SP:Iteration 33Q (115337.760000 sec): 3 clusters
  Score: Raw -5108600.861993 + Penalty 3453.717931 = -5105147.144062
  nChanged 98
		SP:Iteration 34Q (115338.120000 sec): 3 clusters
  Score: Raw -5108631.956139 + Penalty 3453.717931 = -5105178.238208
  nChanged 92
		SP:Iteration 35Q (115338.540000 sec): 3 clusters
  Score: Raw -5108660.951839 + Penalty 3453.717931 = -5105207.233908
  nChanged 75
		SP:Iteration 36Q (115338.920000 sec): 3 clusters
  Score: Raw -5108684.754502 + Penalty 3453.717931 = -5105231.036571
  nChanged 65
		SP:Iteration 37Q (115339.380000 sec): 3 clusters
  Score: Raw -5108705.298730 + Penalty 3453.717931 = -5105251.580799
  nChanged 58
		SP:Iteration 38Q (115339.750000 sec): 3 clusters
  Score: Raw -5108723.497001 + Penalty 3453.717931 = -5105269.779070
  nChanged 56
		SP:Iteration 39Q (115340.140000 sec): 3 clusters
  Score: Raw -5108739.837891 + Penalty 3453.717931 = -5105286.119959
  nChanged 54
		SP:Iteration 40F (115340.570000 sec): 3 clusters
  Score: Raw -5108756.411872 + Penalty 3453.717931 = -5105302.693940
  nChanged 47
		SP:Iteration 41Q (115340.920000 sec): 3 clusters
  Score: Raw -5108771.804706 + Penalty 3453.717931 = -5105318.086775
  nChanged 34
		SP:Iteration 42Q (115341.310000 sec): 3 clusters
  Score: Raw -5108780.691391 + Penalty 3453.717931 = -5105326.973460
  nChanged 34
		SP:Iteration 43Q (115341.760000 sec): 3 clusters
  Score: Raw -5108788.605446 + Penalty 3453.717931 = -5105334.887514
  nChanged 22
		SP:Iteration 44Q (115342.190000 sec): 3 clusters
  Score: Raw -5108795.360710 + Penalty 3453.717931 = -5105341.642779
  nChanged 23
		SP:Iteration 45Q (115342.580000 sec): 3 clusters
  Score: Raw -5108802.332785 + Penalty 3453.717931 = -5105348.614853
  nChanged 24
		SP:Iteration 46Q (115342.960000 sec): 3 clusters
  Score: Raw -5108807.442525 + Penalty 3453.717931 = -5105353.724593
  nChanged 22
		SP:Iteration 47Q (115343.310000 sec): 3 clusters
  Score: Raw -5108812.683986 + Penalty 3453.717931 = -5105358.966054
  nChanged 24
		SP:Iteration 48Q (115343.650000 sec): 3 clusters
  Score: Raw -5108819.415484 + Penalty 3453.717931 = -5105365.697553
  nChanged 19
		SP:Iteration 49Q (115344.050000 sec): 3 clusters
  Score: Raw -5108824.982383 + Penalty 3453.717931 = -5105371.264452
  nChanged 24
		SP:Iteration 50Q (115344.470000 sec): 3 clusters
  Score: Raw -5108830.594078 + Penalty 3453.717931 = -5105376.876147
  nChanged 16
		SP:Iteration 51Q (115344.890000 sec): 3 clusters
  Score: Raw -5108834.259300 + Penalty 3453.717931 = -5105380.541369
  nChanged 18
		SP:Iteration 52Q (115345.260000 sec): 3 clusters
  Score: Raw -5108839.199750 + Penalty 3453.717931 = -5105385.481819
  nChanged 14
		SP:Iteration 53Q (115345.750000 sec): 3 clusters
  Score: Raw -5108842.811723 + Penalty 3453.717931 = -5105389.093792
  nChanged 12
		SP:Iteration 54Q (115346.090000 sec): 3 clusters
  Score: Raw -5108845.850881 + Penalty 3453.717931 = -5105392.132949
  nChanged 7
		SP:Iteration 55Q (115346.490000 sec): 3 clusters
  Score: Raw -5108846.941423 + Penalty 3453.717931 = -5105393.223492
  nChanged 5
		SP:Iteration 56Q (115346.890000 sec): 3 clusters
  Score: Raw -5108848.198451 + Penalty 3453.717931 = -5105394.480519
  nChanged 4
		SP:Iteration 57Q (115347.240000 sec): 3 clusters
  Score: Raw -5108849.570380 + Penalty 3453.717931 = -5105395.852448
  nChanged 14
		SP:Iteration 58Q (115347.660000 sec): 3 clusters
  Score: Raw -5108852.532207 + Penalty 3453.717931 = -5105398.814275
  nChanged 14
		SP:Iteration 59Q (115348.050000 sec): 3 clusters
  Score: Raw -5108856.624686 + Penalty 3453.717931 = -5105402.906755
  nChanged 16
		SP:Iteration 60F (115348.490000 sec): 3 clusters
  Score: Raw -5108862.376800 + Penalty 3453.717931 = -5105408.658868
  nChanged 18
		SP:Iteration 61Q (115348.860000 sec): 3 clusters
  Score: Raw -5108868.177765 + Penalty 3453.717931 = -5105414.459833
  nChanged 16
		SP:Iteration 62Q (115349.260000 sec): 3 clusters
  Score: Raw -5108874.113306 + Penalty 3453.717931 = -5105420.395375
  nChanged 17
		SP:Iteration 63Q (115349.630000 sec): 3 clusters
  Score: Raw -5108880.055556 + Penalty 3453.717931 = -5105426.337625
  nChanged 17
		SP:Iteration 64Q (115350.030000 sec): 3 clusters
  Score: Raw -5108887.379768 + Penalty 3453.717931 = -5105433.661836
  nChanged 15
		SP:Iteration 65Q (115350.440000 sec): 3 clusters
  Score: Raw -5108892.473613 + Penalty 3453.717931 = -5105438.755681
  nChanged 14
		SP:Iteration 66Q (115350.790000 sec): 3 clusters
  Score: Raw -5108896.176852 + Penalty 3453.717931 = -5105442.458921
  nChanged 9
		SP:Iteration 67Q (115351.240000 sec): 3 clusters
  Score: Raw -5108899.249493 + Penalty 3453.717931 = -5105445.531562
  nChanged 7
		SP:Iteration 68Q (115351.610000 sec): 3 clusters
  Score: Raw -5108901.840045 + Penalty 3453.717931 = -5105448.122114
  nChanged 6
		SP:Iteration 69Q (115352.030000 sec): 3 clusters
  Score: Raw -5108904.154774 + Penalty 3453.717931 = -5105450.436843
  nChanged 8
		SP:Iteration 70Q (115352.490000 sec): 3 clusters
  Score: Raw -5108906.709729 + Penalty 3453.717931 = -5105452.991798
  nChanged 7
		SP:Iteration 71Q (115352.860000 sec): 3 clusters
  Score: Raw -5108908.329783 + Penalty 3453.717931 = -5105454.611851
  nChanged 4
		SP:Iteration 72Q (115353.250000 sec): 3 clusters
  Score: Raw -5108909.399544 + Penalty 3453.717931 = -5105455.681613
  nChanged 2
		SP:Iteration 73Q (115353.730000 sec): 3 clusters
  Score: Raw -5108910.025968 + Penalty 3453.717931 = -5105456.308037
  nChanged 1
		SP:Iteration 74Q (115354.050000 sec): 3 clusters
  Score: Raw -5108910.384993 + Penalty 3453.717931 = -5105456.667062
  nChanged 1
		SP:Iteration 75Q (115354.410000 sec): 3 clusters
  Score: Raw -5108910.472696 + Penalty 3453.717931 = -5105456.754765
  nChanged 0
		SP:Iteration 76F (115354.770000 sec): 3 clusters
  Score: Raw -5108910.472696 + Penalty 3453.717931 = -5105456.754765
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115354.930000 sec): 2 clusters
  Score: Raw -1652510.720125 + Penalty 1548.322643 = -1650962.397481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115355.210000 sec): 3 clusters
  Score: Raw -1644386.237573 + Penalty 3096.645287 = -1641289.592287
  nChanged 6167
		SP:Iteration 1F (115355.450000 sec): 3 clusters
  Score: Raw -1647861.434992 + Penalty 3096.645287 = -1644764.789705
  nChanged 767
		SP:Iteration 2F (115355.690000 sec): 3 clusters
  Score: Raw -1648206.191988 + Penalty 3096.645287 = -1645109.546701
  nChanged 776
		SP:Iteration 3F (115355.970000 sec): 3 clusters
  Score: Raw -1648633.043159 + Penalty 3096.645287 = -1645536.397873
  nChanged 826
		SP:Iteration 4F (115356.210000 sec): 3 clusters
  Score: Raw -1649081.805579 + Penalty 3096.645287 = -1645985.160292
  nChanged 823
		SP:Iteration 5F (115356.450000 sec): 3 clusters
  Score: Raw -1649523.377593 + Penalty 3096.645287 = -1646426.732307
  nChanged 716
		SP:Iteration 6F (115356.690000 sec): 3 clusters
  Score: Raw -1649918.192782 + Penalty 3096.645287 = -1646821.547496
  nChanged 722
		SP:Iteration 7F (115356.920000 sec): 3 clusters
  Score: Raw -1650313.158949 + Penalty 3096.645287 = -1647216.513663
  nChanged 615
		SP:Iteration 8Q (115357.210000 sec): 3 clusters
  Score: Raw -1650657.451414 + Penalty 3096.645287 = -1647560.806127
  nChanged 553
		SP:Iteration 9Q (115357.530000 sec): 3 clusters
  Score: Raw -1651002.980571 + Penalty 3096.645287 = -1647906.335285
  nChanged 491
		SP:Iteration 10Q (115357.820000 sec): 3 clusters
  Score: Raw -1651349.659682 + Penalty 3096.645287 = -1648253.014395
  nChanged 424
		SP:Iteration 11Q (115358.070000 sec): 3 clusters
  Score: Raw -1651682.131802 + Penalty 3096.645287 = -1648585.486515
  nChanged 381
		SP:Iteration 12Q (115358.370000 sec): 3 clusters
  Score: Raw -1651969.075824 + Penalty 3096.645287 = -1648872.430538
  nChanged 297
		SP:Iteration 13Q (115358.630000 sec): 3 clusters
  Score: Raw -1652173.885846 + Penalty 3096.645287 = -1649077.240559
  nChanged 238
		SP:Iteration 14Q (115358.870000 sec): 3 clusters
  Score: Raw -1652313.351996 + Penalty 3096.645287 = -1649216.706709
  nChanged 192
		SP:Iteration 15Q (115359.090000 sec): 3 clusters
  Score: Raw -1652408.714510 + Penalty 3096.645287 = -1649312.069224
  nChanged 139
		SP:Iteration 16Q (115359.320000 sec): 3 clusters
  Score: Raw -1652464.405872 + Penalty 3096.645287 = -1649367.760586
  nChanged 122
		SP:Iteration 17Q (115359.550000 sec): 3 clusters
  Score: Raw -1652508.311565 + Penalty 3096.645287 = -1649411.666279
  nChanged 98
		SP:Iteration 18Q (115359.820000 sec): 3 clusters
  Score: Raw -1652545.710510 + Penalty 3096.645287 = -1649449.065223
  nChanged 89
		SP:Iteration 19Q (115360.080000 sec): 3 clusters
  Score: Raw -1652576.550353 + Penalty 3096.645287 = -1649479.905066
  nChanged 75
		SP:Iteration 20F (115360.360000 sec): 3 clusters
  Score: Raw -1652600.167704 + Penalty 3096.645287 = -1649503.522417
  nChanged 69
		SP:Iteration 21Q (115360.570000 sec): 3 clusters
  Score: Raw -1652618.464396 + Penalty 3096.645287 = -1649521.819109
  nChanged 64
		SP:Iteration 22Q (115360.830000 sec): 3 clusters
  Score: Raw -1652635.745088 + Penalty 3096.645287 = -1649539.099802
  nChanged 58
		SP:Iteration 23Q (115361.070000 sec): 3 clusters
  Score: Raw -1652651.738135 + Penalty 3096.645287 = -1649555.092848
  nChanged 54
		SP:Iteration 24Q (115361.330000 sec): 3 clusters
  Score: Raw -1652666.836174 + Penalty 3096.645287 = -1649570.190887
  nChanged 50
		SP:Iteration 25Q (115361.610000 sec): 3 clusters
  Score: Raw -1652680.587429 + Penalty 3096.645287 = -1649583.942142
  nChanged 43
		SP:Iteration 26Q (115361.850000 sec): 3 clusters
  Score: Raw -1652691.639325 + Penalty 3096.645287 = -1649594.994039
  nChanged 28
		SP:Iteration 27Q (115362.040000 sec): 3 clusters
  Score: Raw -1652699.927221 + Penalty 3096.645287 = -1649603.281934
  nChanged 22
		SP:Iteration 28Q (115362.290000 sec): 3 clusters
  Score: Raw -1652708.020563 + Penalty 3096.645287 = -1649611.375277
  nChanged 33
		SP:Iteration 29Q (115362.480000 sec): 3 clusters
  Score: Raw -1652716.786029 + Penalty 3096.645287 = -1649620.140742
  nChanged 32
		SP:Iteration 30Q (115362.710000 sec): 3 clusters
  Score: Raw -1652725.168561 + Penalty 3096.645287 = -1649628.523275
  nChanged 31
		SP:Iteration 31Q (115362.990000 sec): 3 clusters
  Score: Raw -1652732.991227 + Penalty 3096.645287 = -1649636.345940
  nChanged 23
		SP:Iteration 32Q (115363.270000 sec): 3 clusters
  Score: Raw -1652738.934462 + Penalty 3096.645287 = -1649642.289175
  nChanged 20
		SP:Iteration 33Q (115363.520000 sec): 3 clusters
  Score: Raw -1652743.853009 + Penalty 3096.645287 = -1649647.207722
  nChanged 15
		SP:Iteration 34Q (115363.800000 sec): 3 clusters
  Score: Raw -1652748.894696 + Penalty 3096.645287 = -1649652.249409
  nChanged 18
		SP:Iteration 35Q (115364.090000 sec): 3 clusters
  Score: Raw -1652754.539327 + Penalty 3096.645287 = -1649657.894040
  nChanged 23
		SP:Iteration 36Q (115364.380000 sec): 3 clusters
  Score: Raw -1652761.907714 + Penalty 3096.645287 = -1649665.262428
  nChanged 27
		SP:Iteration 37Q (115364.640000 sec): 3 clusters
  Score: Raw -1652771.416132 + Penalty 3096.645287 = -1649674.770845
  nChanged 23
		SP:Iteration 38Q (115364.890000 sec): 3 clusters
  Score: Raw -1652777.385890 + Penalty 3096.645287 = -1649680.740604
  nChanged 12
		SP:Iteration 39Q (115365.120000 sec): 3 clusters
  Score: Raw -1652780.129907 + Penalty 3096.645287 = -1649683.484620
  nChanged 14
		SP:Iteration 40F (115365.380000 sec): 3 clusters
  Score: Raw -1652785.226630 + Penalty 3096.645287 = -1649688.581344
  nChanged 12
		SP:Iteration 41Q (115365.640000 sec): 3 clusters
  Score: Raw -1652789.185306 + Penalty 3096.645287 = -1649692.540019
  nChanged 18
		SP:Iteration 42Q (115365.930000 sec): 3 clusters
  Score: Raw -1652795.423935 + Penalty 3096.645287 = -1649698.778648
  nChanged 15
		SP:Iteration 43Q (115366.180000 sec): 3 clusters
  Score: Raw -1652800.513214 + Penalty 3096.645287 = -1649703.867927
  nChanged 13
		SP:Iteration 44Q (115366.410000 sec): 3 clusters
  Score: Raw -1652804.321232 + Penalty 3096.645287 = -1649707.675945
  nChanged 12
		SP:Iteration 45Q (115366.660000 sec): 3 clusters
  Score: Raw -1652808.687052 + Penalty 3096.645287 = -1649712.041765
  nChanged 16
		SP:Iteration 46Q (115366.890000 sec): 3 clusters
  Score: Raw -1652814.650141 + Penalty 3096.645287 = -1649718.004855
  nChanged 20
		SP:Iteration 47Q (115367.100000 sec): 3 clusters
  Score: Raw -1652823.256318 + Penalty 3096.645287 = -1649726.611032
  nChanged 22
		SP:Iteration 48Q (115367.360000 sec): 3 clusters
  Score: Raw -1652832.360028 + Penalty 3096.645287 = -1649735.714742
  nChanged 24
		SP:Iteration 49Q (115367.550000 sec): 3 clusters
  Score: Raw -1652843.179651 + Penalty 3096.645287 = -1649746.534364
  nChanged 23
		SP:Iteration 50Q (115367.810000 sec): 3 clusters
  Score: Raw -1652853.493107 + Penalty 3096.645287 = -1649756.847821
  nChanged 14
		SP:Iteration 51Q (115368.080000 sec): 3 clusters
  Score: Raw -1652860.107291 + Penalty 3096.645287 = -1649763.462005
  nChanged 15
		SP:Iteration 52Q (115368.280000 sec): 3 clusters
  Score: Raw -1652864.400516 + Penalty 3096.645287 = -1649767.755229
  nChanged 10
		SP:Iteration 53Q (115368.520000 sec): 3 clusters
  Score: Raw -1652867.045268 + Penalty 3096.645287 = -1649770.399981
  nChanged 7
		SP:Iteration 54Q (115368.770000 sec): 3 clusters
  Score: Raw -1652869.046666 + Penalty 3096.645287 = -1649772.401380
  nChanged 5
		SP:Iteration 55Q (115368.980000 sec): 3 clusters
  Score: Raw -1652870.057033 + Penalty 3096.645287 = -1649773.411747
  nChanged 9
		SP:Iteration 56Q (115369.190000 sec): 3 clusters
  Score: Raw -1652873.012923 + Penalty 3096.645287 = -1649776.367637
  nChanged 7
		SP:Iteration 57Q (115369.440000 sec): 3 clusters
  Score: Raw -1652874.846857 + Penalty 3096.645287 = -1649778.201570
  nChanged 2
		SP:Iteration 58Q (115369.640000 sec): 3 clusters
  Score: Raw -1652875.955711 + Penalty 3096.645287 = -1649779.310425
  nChanged 5
		SP:Iteration 59Q (115369.890000 sec): 3 clusters
  Score: Raw -1652876.789050 + Penalty 3096.645287 = -1649780.143764
  nChanged 4
		SP:Iteration 60F (115370.130000 sec): 3 clusters
  Score: Raw -1652877.843865 + Penalty 3096.645287 = -1649781.198578
  nChanged 3
		SP:Iteration 61Q (115370.360000 sec): 3 clusters
  Score: Raw -1652879.306450 + Penalty 3096.645287 = -1649782.661163
  nChanged 3
		SP:Iteration 62Q (115370.660000 sec): 3 clusters
  Score: Raw -1652880.205238 + Penalty 3096.645287 = -1649783.559951
  nChanged 4
		SP:Iteration 63Q (115370.900000 sec): 3 clusters
  Score: Raw -1652881.328029 + Penalty 3096.645287 = -1649784.682743
  nChanged 3
		SP:Iteration 64Q (115371.180000 sec): 3 clusters
  Score: Raw -1652881.893443 + Penalty 3096.645287 = -1649785.248156
  nChanged 2
		SP:Iteration 65Q (115371.460000 sec): 3 clusters
  Score: Raw -1652882.510554 + Penalty 3096.645287 = -1649785.865267
  nChanged 3
		SP:Iteration 66Q (115371.690000 sec): 3 clusters
  Score: Raw -1652883.769883 + Penalty 3096.645287 = -1649787.124596
  nChanged 4
		SP:Iteration 67Q (115371.950000 sec): 3 clusters
  Score: Raw -1652884.763680 + Penalty 3096.645287 = -1649788.118394
  nChanged 2
		SP:Iteration 68Q (115372.280000 sec): 3 clusters
  Score: Raw -1652885.246181 + Penalty 3096.645287 = -1649788.600894
  nChanged 2
		SP:Iteration 69Q (115372.530000 sec): 3 clusters
  Score: Raw -1652885.769224 + Penalty 3096.645287 = -1649789.123938
  nChanged 1
		SP:Iteration 70Q (115372.750000 sec): 3 clusters
  Score: Raw -1652886.037997 + Penalty 3096.645287 = -1649789.392711
  nChanged 1
		SP:Iteration 71Q (115373.000000 sec): 3 clusters
  Score: Raw -1652886.476919 + Penalty 3096.645287 = -1649789.831633
  nChanged 3
		SP:Iteration 72Q (115373.220000 sec): 3 clusters
  Score: Raw -1652887.570446 + Penalty 3096.645287 = -1649790.925160
  nChanged 5
		SP:Iteration 73Q (115373.470000 sec): 3 clusters
  Score: Raw -1652889.388568 + Penalty 3096.645287 = -1649792.743281
  nChanged 5
		SP:Iteration 74Q (115373.730000 sec): 3 clusters
  Score: Raw -1652891.695512 + Penalty 3096.645287 = -1649795.050225
  nChanged 5
		SP:Iteration 75Q (115373.900000 sec): 3 clusters
  Score: Raw -1652893.412169 + Penalty 3096.645287 = -1649796.766883
  nChanged 7
		SP:Iteration 76Q (115374.150000 sec): 3 clusters
  Score: Raw -1652896.248808 + Penalty 3096.645287 = -1649799.603521
  nChanged 7
		SP:Iteration 77Q (115374.370000 sec): 3 clusters
  Score: Raw -1652898.360933 + Penalty 3096.645287 = -1649801.715647
  nChanged 10
		SP:Iteration 78Q (115374.520000 sec): 3 clusters
  Score: Raw -1652901.037302 + Penalty 3096.645287 = -1649804.392016
  nChanged 6
		SP:Iteration 79Q (115374.740000 sec): 3 clusters
  Score: Raw -1652903.200099 + Penalty 3096.645287 = -1649806.554813
  nChanged 6
		SP:Iteration 80F (115374.990000 sec): 3 clusters
  Score: Raw -1652904.937593 + Penalty 3096.645287 = -1649808.292306
  nChanged 4
		SP:Iteration 81Q (115375.170000 sec): 3 clusters
  Score: Raw -1652906.809479 + Penalty 3096.645287 = -1649810.164193
  nChanged 7
		SP:Iteration 82Q (115375.390000 sec): 3 clusters
  Score: Raw -1652909.123866 + Penalty 3096.645287 = -1649812.478579
  nChanged 5
		SP:Iteration 83Q (115375.630000 sec): 3 clusters
  Score: Raw -1652910.357746 + Penalty 3096.645287 = -1649813.712460
  nChanged 5
		SP:Iteration 84Q (115375.830000 sec): 3 clusters
  Score: Raw -1652912.161424 + Penalty 3096.645287 = -1649815.516137
  nChanged 3
		SP:Iteration 85Q (115376.080000 sec): 3 clusters
  Score: Raw -1652912.816449 + Penalty 3096.645287 = -1649816.171163
  nChanged 2
		SP:Iteration 86Q (115376.280000 sec): 3 clusters
  Score: Raw -1652913.305392 + Penalty 3096.645287 = -1649816.660106
  nChanged 2
		SP:Iteration 87Q (115376.510000 sec): 3 clusters
  Score: Raw -1652914.215085 + Penalty 3096.645287 = -1649817.569799
  nChanged 1
		SP:Iteration 88Q (115376.760000 sec): 3 clusters
  Score: Raw -1652914.487108 + Penalty 3096.645287 = -1649817.841821
  nChanged 1
		SP:Iteration 89Q (115377.050000 sec): 3 clusters
  Score: Raw -1652914.708722 + Penalty 3096.645287 = -1649818.063435
  nChanged 0
		SP:Iteration 90F (115377.280000 sec): 3 clusters
  Score: Raw -1652914.708722 + Penalty 3096.645287 = -1649818.063435
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115377.500000 sec): 2 clusters
  Score: Raw -3630505.280427 + Penalty 1673.986922 = -3628831.293505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115377.820000 sec): 3 clusters
  Score: Raw -3612131.576219 + Penalty 3347.973843 = -3608783.602376
  nChanged 13632
		SP:Iteration 1F (115378.180000 sec): 3 clusters
  Score: Raw -3619787.739444 + Penalty 3347.973843 = -3616439.765601
  nChanged 1394
		SP:Iteration 2Q (115378.480000 sec): 3 clusters
  Score: Raw -3620247.436581 + Penalty 3347.973843 = -3616899.462738
  nChanged 1311
		SP:Iteration 3Q (115378.840000 sec): 3 clusters
  Score: Raw -3620742.524287 + Penalty 3347.973843 = -3617394.550443
  nChanged 1381
		SP:Iteration 4Q (115379.190000 sec): 3 clusters
  Score: Raw -3621303.918677 + Penalty 3347.973843 = -3617955.944834
  nChanged 1468
		SP:Iteration 5Q (115379.590000 sec): 3 clusters
  Score: Raw -3621990.602442 + Penalty 3347.973843 = -3618642.628599
  nChanged 1512
		SP:Iteration 6F (115379.940000 sec): 3 clusters
  Score: Raw -3622755.861118 + Penalty 3347.973843 = -3619407.887275
  nChanged 1569
		SP:Iteration 7F (115380.240000 sec): 3 clusters
  Score: Raw -3623554.538301 + Penalty 3347.973843 = -3620206.564458
  nChanged 1454
		SP:Iteration 8Q (115380.590000 sec): 3 clusters
  Score: Raw -3624314.660575 + Penalty 3347.973843 = -3620966.686732
  nChanged 1336
		SP:Iteration 9Q (115380.920000 sec): 3 clusters
  Score: Raw -3624993.069961 + Penalty 3347.973843 = -3621645.096117
  nChanged 1243
		SP:Iteration 10Q (115381.260000 sec): 3 clusters
  Score: Raw -3625592.746123 + Penalty 3347.973843 = -3622244.772280
  nChanged 1138
		SP:Iteration 11Q (115381.650000 sec): 3 clusters
  Score: Raw -3626117.775225 + Penalty 3347.973843 = -3622769.801382
  nChanged 1015
		SP:Iteration 12Q (115381.980000 sec): 3 clusters
  Score: Raw -3626602.029159 + Penalty 3347.973843 = -3623254.055316
  nChanged 1034
		SP:Iteration 13Q (115382.340000 sec): 3 clusters
  Score: Raw -3627095.718311 + Penalty 3347.973843 = -3623747.744468
  nChanged 1023
		SP:Iteration 14Q (115382.700000 sec): 3 clusters
  Score: Raw -3627584.421373 + Penalty 3347.973843 = -3624236.447530
  nChanged 1008
		SP:Iteration 15Q (115383.020000 sec): 3 clusters
  Score: Raw -3628049.574240 + Penalty 3347.973843 = -3624701.600397
  nChanged 969
		SP:Iteration 16Q (115383.340000 sec): 3 clusters
  Score: Raw -3628487.899823 + Penalty 3347.973843 = -3625139.925980
  nChanged 911
		SP:Iteration 17Q (115383.700000 sec): 3 clusters
  Score: Raw -3628888.061596 + Penalty 3347.973843 = -3625540.087752
  nChanged 852
		SP:Iteration 18Q (115384.080000 sec): 3 clusters
  Score: Raw -3629261.475204 + Penalty 3347.973843 = -3625913.501360
  nChanged 764
		SP:Iteration 19Q (115384.410000 sec): 3 clusters
  Score: Raw -3629583.107827 + Penalty 3347.973843 = -3626235.133984
  nChanged 609
		SP:Iteration 20F (115384.690000 sec): 3 clusters
  Score: Raw -3629830.965822 + Penalty 3347.973843 = -3626482.991979
  nChanged 527
		SP:Iteration 21Q (115385.010000 sec): 3 clusters
  Score: Raw -3630046.626437 + Penalty 3347.973843 = -3626698.652594
  nChanged 453
		SP:Iteration 22Q (115385.350000 sec): 3 clusters
  Score: Raw -3630215.900753 + Penalty 3347.973843 = -3626867.926910
  nChanged 346
		SP:Iteration 23Q (115385.660000 sec): 3 clusters
  Score: Raw -3630337.967912 + Penalty 3347.973843 = -3626989.994069
  nChanged 279
		SP:Iteration 24Q (115386.050000 sec): 3 clusters
  Score: Raw -3630432.505889 + Penalty 3347.973843 = -3627084.532046
  nChanged 240
		SP:Iteration 25Q (115386.360000 sec): 3 clusters
  Score: Raw -3630524.698226 + Penalty 3347.973843 = -3627176.724383
  nChanged 203
		SP:Iteration 26Q (115386.690000 sec): 3 clusters
  Score: Raw -3630597.076350 + Penalty 3347.973843 = -3627249.102507
  nChanged 166
		SP:Iteration 27Q (115387.000000 sec): 3 clusters
  Score: Raw -3630651.861126 + Penalty 3347.973843 = -3627303.887283
  nChanged 124
		SP:Iteration 28Q (115387.320000 sec): 3 clusters
  Score: Raw -3630697.460328 + Penalty 3347.973843 = -3627349.486485
  nChanged 126
		SP:Iteration 29Q (115387.610000 sec): 3 clusters
  Score: Raw -3630738.898174 + Penalty 3347.973843 = -3627390.924331
  nChanged 116
		SP:Iteration 30Q (115387.930000 sec): 3 clusters
  Score: Raw -3630777.286711 + Penalty 3347.973843 = -3627429.312868
  nChanged 106
		SP:Iteration 31Q (115388.200000 sec): 3 clusters
  Score: Raw -3630814.849287 + Penalty 3347.973843 = -3627466.875444
  nChanged 97
		SP:Iteration 32Q (115388.520000 sec): 3 clusters
  Score: Raw -3630846.744004 + Penalty 3347.973843 = -3627498.770160
  nChanged 74
		SP:Iteration 33Q (115388.810000 sec): 3 clusters
  Score: Raw -3630869.712304 + Penalty 3347.973843 = -3627521.738461
  nChanged 56
		SP:Iteration 34Q (115389.170000 sec): 3 clusters
  Score: Raw -3630884.899853 + Penalty 3347.973843 = -3627536.926010
  nChanged 28
		SP:Iteration 35Q (115389.560000 sec): 3 clusters
  Score: Raw -3630890.928264 + Penalty 3347.973843 = -3627542.954421
  nChanged 20
		SP:Iteration 36Q (115389.970000 sec): 3 clusters
  Score: Raw -3630897.303781 + Penalty 3347.973843 = -3627549.329938
  nChanged 29
		SP:Iteration 37Q (115390.370000 sec): 3 clusters
  Score: Raw -3630905.436670 + Penalty 3347.973843 = -3627557.462827
  nChanged 29
		SP:Iteration 38Q (115390.740000 sec): 3 clusters
  Score: Raw -3630914.708970 + Penalty 3347.973843 = -3627566.735127
  nChanged 28
		SP:Iteration 39Q (115391.210000 sec): 3 clusters
  Score: Raw -3630922.702138 + Penalty 3347.973843 = -3627574.728295
  nChanged 25
		SP:Iteration 40F (115391.570000 sec): 3 clusters
  Score: Raw -3630930.030504 + Penalty 3347.973843 = -3627582.056661
  nChanged 22
		SP:Iteration 41Q (115391.890000 sec): 3 clusters
  Score: Raw -3630935.546070 + Penalty 3347.973843 = -3627587.572227
  nChanged 20
		SP:Iteration 42Q (115392.190000 sec): 3 clusters
  Score: Raw -3630941.900116 + Penalty 3347.973843 = -3627593.926273
  nChanged 15
		SP:Iteration 43Q (115392.530000 sec): 3 clusters
  Score: Raw -3630947.029564 + Penalty 3347.973843 = -3627599.055721
  nChanged 19
		SP:Iteration 44Q (115392.940000 sec): 3 clusters
  Score: Raw -3630952.200026 + Penalty 3347.973843 = -3627604.226183
  nChanged 16
		SP:Iteration 45Q (115393.290000 sec): 3 clusters
  Score: Raw -3630956.293475 + Penalty 3347.973843 = -3627608.319632
  nChanged 10
		SP:Iteration 46Q (115393.660000 sec): 3 clusters
  Score: Raw -3630958.538241 + Penalty 3347.973843 = -3627610.564398
  nChanged 5
		SP:Iteration 47Q (115394.020000 sec): 3 clusters
  Score: Raw -3630959.816414 + Penalty 3347.973843 = -3627611.842571
  nChanged 6
		SP:Iteration 48Q (115394.330000 sec): 3 clusters
  Score: Raw -3630961.558797 + Penalty 3347.973843 = -3627613.584954
  nChanged 8
		SP:Iteration 49Q (115394.630000 sec): 3 clusters
  Score: Raw -3630962.905491 + Penalty 3347.973843 = -3627614.931648
  nChanged 4
		SP:Iteration 50Q (115395.010000 sec): 3 clusters
  Score: Raw -3630963.737429 + Penalty 3347.973843 = -3627615.763586
  nChanged 2
		SP:Iteration 51Q (115395.310000 sec): 3 clusters
  Score: Raw -3630964.166838 + Penalty 3347.973843 = -3627616.192995
  nChanged 1
		SP:Iteration 52Q (115395.630000 sec): 3 clusters
  Score: Raw -3630964.366817 + Penalty 3347.973843 = -3627616.392974
  nChanged 2
		SP:Iteration 53Q (115395.960000 sec): 3 clusters
  Score: Raw -3630964.605275 + Penalty 3347.973843 = -3627616.631431
  nChanged 0
		SP:Iteration 54F (115396.330000 sec): 3 clusters
  Score: Raw -3630964.605275 + Penalty 3347.973843 = -3627616.631431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115396.460000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115396.650000 sec): 3 clusters
  Score: Raw -12842.602681 + Penalty 1598.993801 = -11243.608880
  nChanged 13
		SP:Iteration 1F (115396.830000 sec): 3 clusters
  Score: Raw -12892.576358 + Penalty 1598.993801 = -11293.582557
  nChanged 2
		SP:Iteration 2Q (115397.060000 sec): 3 clusters
  Score: Raw -12906.047916 + Penalty 1598.993801 = -11307.054115
  nChanged 1
		SP:Iteration 3Q (115397.210000 sec): 3 clusters
  Score: Raw -12908.558381 + Penalty 1598.993801 = -11309.564580
  nChanged 0
		SP:Iteration 4F (115397.440000 sec): 3 clusters
  Score: Raw -12908.558381 + Penalty 1598.993801 = -11309.564580
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115397.610000 sec): 2 clusters
  Score: Raw -691051.818569 + Penalty 1404.822016 = -689646.996553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115397.870000 sec): 3 clusters
  Score: Raw -688071.876761 + Penalty 2809.644033 = -685262.232728
  nChanged 2312
		SP:Iteration 1F (115398.090000 sec): 3 clusters
  Score: Raw -689388.843940 + Penalty 2809.644033 = -686579.199907
  nChanged 472
		SP:Iteration 2F (115398.290000 sec): 3 clusters
  Score: Raw -689710.126868 + Penalty 2809.644033 = -686900.482835
  nChanged 395
		SP:Iteration 3F (115398.540000 sec): 3 clusters
  Score: Raw -689986.943962 + Penalty 2809.644033 = -687177.299929
  nChanged 345
		SP:Iteration 4F (115398.740000 sec): 3 clusters
  Score: Raw -690210.262568 + Penalty 2809.644033 = -687400.618535
  nChanged 283
		SP:Iteration 5Q (115398.950000 sec): 3 clusters
  Score: Raw -690393.783029 + Penalty 2809.644033 = -687584.138996
  nChanged 266
		SP:Iteration 6Q (115399.170000 sec): 3 clusters
  Score: Raw -690554.394697 + Penalty 2809.644033 = -687744.750664
  nChanged 228
		SP:Iteration 7Q (115399.420000 sec): 3 clusters
  Score: Raw -690692.152580 + Penalty 2809.644033 = -687882.508548
  nChanged 197
		SP:Iteration 8Q (115399.620000 sec): 3 clusters
  Score: Raw -690804.449423 + Penalty 2809.644033 = -687994.805390
  nChanged 157
		SP:Iteration 9Q (115399.860000 sec): 3 clusters
  Score: Raw -690895.668960 + Penalty 2809.644033 = -688086.024928
  nChanged 139
		SP:Iteration 10Q (115400.040000 sec): 3 clusters
  Score: Raw -690957.884362 + Penalty 2809.644033 = -688148.240330
  nChanged 104
		SP:Iteration 11Q (115400.280000 sec): 3 clusters
  Score: Raw -691003.156823 + Penalty 2809.644033 = -688193.512790
  nChanged 90
		SP:Iteration 12Q (115400.490000 sec): 3 clusters
  Score: Raw -691040.163150 + Penalty 2809.644033 = -688230.519118
  nChanged 70
		SP:Iteration 13Q (115400.660000 sec): 3 clusters
  Score: Raw -691066.315743 + Penalty 2809.644033 = -688256.671710
  nChanged 60
		SP:Iteration 14Q (115400.890000 sec): 3 clusters
  Score: Raw -691089.925553 + Penalty 2809.644033 = -688280.281520
  nChanged 58
		SP:Iteration 15Q (115401.100000 sec): 3 clusters
  Score: Raw -691109.019989 + Penalty 2809.644033 = -688299.375957
  nChanged 42
		SP:Iteration 16Q (115401.320000 sec): 3 clusters
  Score: Raw -691120.883960 + Penalty 2809.644033 = -688311.239927
  nChanged 33
		SP:Iteration 17Q (115401.520000 sec): 3 clusters
  Score: Raw -691129.389982 + Penalty 2809.644033 = -688319.745950
  nChanged 27
		SP:Iteration 18Q (115401.670000 sec): 3 clusters
  Score: Raw -691136.466026 + Penalty 2809.644033 = -688326.821994
  nChanged 24
		SP:Iteration 19Q (115401.860000 sec): 3 clusters
  Score: Raw -691141.960910 + Penalty 2809.644033 = -688332.316877
  nChanged 16
		SP:Iteration 20F (115402.090000 sec): 3 clusters
  Score: Raw -691145.363358 + Penalty 2809.644033 = -688335.719325
  nChanged 8
		SP:Iteration 21Q (115402.290000 sec): 3 clusters
  Score: Raw -691147.206004 + Penalty 2809.644033 = -688337.561971
  nChanged 10
		SP:Iteration 22Q (115402.510000 sec): 3 clusters
  Score: Raw -691149.382346 + Penalty 2809.644033 = -688339.738313
  nChanged 13
		SP:Iteration 23Q (115402.740000 sec): 3 clusters
  Score: Raw -691152.202370 + Penalty 2809.644033 = -688342.558338
  nChanged 16
		SP:Iteration 24Q (115402.950000 sec): 3 clusters
  Score: Raw -691156.365171 + Penalty 2809.644033 = -688346.721138
  nChanged 16
		SP:Iteration 25Q (115403.180000 sec): 3 clusters
  Score: Raw -691160.097544 + Penalty 2809.644033 = -688350.453512
  nChanged 15
		SP:Iteration 26Q (115403.370000 sec): 3 clusters
  Score: Raw -691164.352068 + Penalty 2809.644033 = -688354.708035
  nChanged 14
		SP:Iteration 27Q (115403.570000 sec): 3 clusters
  Score: Raw -691168.847579 + Penalty 2809.644033 = -688359.203546
  nChanged 13
		SP:Iteration 28Q (115403.770000 sec): 3 clusters
  Score: Raw -691171.659861 + Penalty 2809.644033 = -688362.015828
  nChanged 12
		SP:Iteration 29Q (115404.010000 sec): 3 clusters
  Score: Raw -691174.154866 + Penalty 2809.644033 = -688364.510833
  nChanged 11
		SP:Iteration 30Q (115404.170000 sec): 3 clusters
  Score: Raw -691176.298295 + Penalty 2809.644033 = -688366.654262
  nChanged 8
		SP:Iteration 31Q (115404.370000 sec): 3 clusters
  Score: Raw -691177.739562 + Penalty 2809.644033 = -688368.095529
  nChanged 3
		SP:Iteration 32Q (115404.610000 sec): 3 clusters
  Score: Raw -691178.195701 + Penalty 2809.644033 = -688368.551668
  nChanged 1
		SP:Iteration 33Q (115404.800000 sec): 3 clusters
  Score: Raw -691178.303631 + Penalty 2809.644033 = -688368.659598
  nChanged 0
		SP:Iteration 34F (115405.000000 sec): 3 clusters
  Score: Raw -691178.303631 + Penalty 2809.644033 = -688368.659598
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (4801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115405.150000 sec): 2 clusters
  Score: Raw -539552.329748 + Penalty 1377.444170 = -538174.885578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115405.370000 sec): 3 clusters
  Score: Raw -537137.591684 + Penalty 2754.888340 = -534382.703344
  nChanged 1990
		SP:Iteration 1F (115405.530000 sec): 3 clusters
  Score: Raw -538411.117698 + Penalty 2754.888340 = -535656.229357
  nChanged 438
		SP:Iteration 2F (115405.690000 sec): 3 clusters
  Score: Raw -538791.660234 + Penalty 2754.888340 = -536036.771894
  nChanged 352
		SP:Iteration 3F (115405.850000 sec): 3 clusters
  Score: Raw -539082.893260 + Penalty 2754.888340 = -536328.004920
  nChanged 324
		SP:Iteration 4F (115406.030000 sec): 3 clusters
  Score: Raw -539373.223994 + Penalty 2754.888340 = -536618.335654
  nChanged 287
		SP:Iteration 5F (115406.170000 sec): 3 clusters
  Score: Raw -539590.098763 + Penalty 2754.888340 = -536835.210422
  nChanged 231
		SP:Iteration 6Q (115406.430000 sec): 3 clusters
  Score: Raw -539746.745676 + Penalty 2754.888340 = -536991.857336
  nChanged 172
		SP:Iteration 7Q (115406.620000 sec): 3 clusters
  Score: Raw -539845.079066 + Penalty 2754.888340 = -537090.190725
  nChanged 115
		SP:Iteration 8Q (115406.740000 sec): 3 clusters
  Score: Raw -539905.871189 + Penalty 2754.888340 = -537150.982849
  nChanged 84
		SP:Iteration 9Q (115406.970000 sec): 3 clusters
  Score: Raw -539953.118659 + Penalty 2754.888340 = -537198.230319
  nChanged 72
		SP:Iteration 10Q (115407.140000 sec): 3 clusters
  Score: Raw -539989.656717 + Penalty 2754.888340 = -537234.768376
  nChanged 62
		SP:Iteration 11Q (115407.290000 sec): 3 clusters
  Score: Raw -540016.883620 + Penalty 2754.888340 = -537261.995279
  nChanged 50
		SP:Iteration 12Q (115407.470000 sec): 3 clusters
  Score: Raw -540036.624036 + Penalty 2754.888340 = -537281.735696
  nChanged 32
		SP:Iteration 13Q (115407.620000 sec): 3 clusters
  Score: Raw -540049.895176 + Penalty 2754.888340 = -537295.006836
  nChanged 38
		SP:Iteration 14Q (115407.800000 sec): 3 clusters
  Score: Raw -540063.891739 + Penalty 2754.888340 = -537309.003399
  nChanged 28
		SP:Iteration 15Q (115408.010000 sec): 3 clusters
  Score: Raw -540077.044933 + Penalty 2754.888340 = -537322.156593
  nChanged 25
		SP:Iteration 16Q (115408.210000 sec): 3 clusters
  Score: Raw -540088.838173 + Penalty 2754.888340 = -537333.949832
  nChanged 22
		SP:Iteration 17Q (115408.360000 sec): 3 clusters
  Score: Raw -540100.956266 + Penalty 2754.888340 = -537346.067926
  nChanged 22
		SP:Iteration 18Q (115408.510000 sec): 3 clusters
  Score: Raw -540110.987472 + Penalty 2754.888340 = -537356.099132
  nChanged 22
		SP:Iteration 19Q (115408.650000 sec): 3 clusters
  Score: Raw -540119.936134 + Penalty 2754.888340 = -537365.047793
  nChanged 22
		SP:Iteration 20F (115408.840000 sec): 3 clusters
  Score: Raw -540128.808240 + Penalty 2754.888340 = -537373.919899
  nChanged 20
		SP:Iteration 21Q (115409.020000 sec): 3 clusters
  Score: Raw -540137.044498 + Penalty 2754.888340 = -537382.156158
  nChanged 23
		SP:Iteration 22Q (115409.210000 sec): 3 clusters
  Score: Raw -540146.194059 + Penalty 2754.888340 = -537391.305719
  nChanged 19
		SP:Iteration 23Q (115409.400000 sec): 3 clusters
  Score: Raw -540152.498987 + Penalty 2754.888340 = -537397.610647
  nChanged 16
		SP:Iteration 24Q (115409.640000 sec): 3 clusters
  Score: Raw -540159.012384 + Penalty 2754.888340 = -537404.124044
  nChanged 17
		SP:Iteration 25Q (115409.810000 sec): 3 clusters
  Score: Raw -540166.044467 + Penalty 2754.888340 = -537411.156127
  nChanged 18
		SP:Iteration 26Q (115409.970000 sec): 3 clusters
  Score: Raw -540171.671015 + Penalty 2754.888340 = -537416.782675
  nChanged 11
		SP:Iteration 27Q (115410.140000 sec): 3 clusters
  Score: Raw -540174.923337 + Penalty 2754.888340 = -537420.034997
  nChanged 9
		SP:Iteration 28Q (115410.370000 sec): 3 clusters
  Score: Raw -540180.001159 + Penalty 2754.888340 = -537425.112819
  nChanged 9
		SP:Iteration 29Q (115410.570000 sec): 3 clusters
  Score: Raw -540183.440376 + Penalty 2754.888340 = -537428.552036
  nChanged 9
		SP:Iteration 30Q (115410.790000 sec): 3 clusters
  Score: Raw -540186.381067 + Penalty 2754.888340 = -537431.492726
  nChanged 7
		SP:Iteration 31Q (115411.030000 sec): 3 clusters
  Score: Raw -540189.025923 + Penalty 2754.888340 = -537434.137583
  nChanged 6
		SP:Iteration 32Q (115411.210000 sec): 3 clusters
  Score: Raw -540190.560426 + Penalty 2754.888340 = -537435.672086
  nChanged 4
		SP:Iteration 33Q (115411.420000 sec): 3 clusters
  Score: Raw -540191.995883 + Penalty 2754.888340 = -537437.107542
  nChanged 8
		SP:Iteration 34Q (115411.650000 sec): 3 clusters
  Score: Raw -540193.907386 + Penalty 2754.888340 = -537439.019046
  nChanged 5
		SP:Iteration 35Q (115411.820000 sec): 3 clusters
  Score: Raw -540195.486994 + Penalty 2754.888340 = -537440.598654
  nChanged 7
		SP:Iteration 36Q (115412.010000 sec): 3 clusters
  Score: Raw -540199.740646 + Penalty 2754.888340 = -537444.852305
  nChanged 12
		SP:Iteration 37Q (115412.240000 sec): 3 clusters
  Score: Raw -540206.668764 + Penalty 2754.888340 = -537451.780424
  nChanged 10
		SP:Iteration 38Q (115412.460000 sec): 3 clusters
  Score: Raw -540210.675841 + Penalty 2754.888340 = -537455.787501
  nChanged 11
		SP:Iteration 39Q (115412.620000 sec): 3 clusters
  Score: Raw -540214.682398 + Penalty 2754.888340 = -537459.794058
  nChanged 7
		SP:Iteration 40F (115412.830000 sec): 3 clusters
  Score: Raw -540216.670439 + Penalty 2754.888340 = -537461.782098
  nChanged 1
		SP:Iteration 41Q (115413.070000 sec): 3 clusters
  Score: Raw -540216.822285 + Penalty 2754.888340 = -537461.933945
  nChanged 3
		SP:Iteration 42Q (115413.270000 sec): 3 clusters
  Score: Raw -540217.552913 + Penalty 2754.888340 = -537462.664573
  nChanged 2
		SP:Iteration 43Q (115413.480000 sec): 3 clusters
  Score: Raw -540218.176982 + Penalty 2754.888340 = -537463.288642
  nChanged 2
		SP:Iteration 44Q (115413.650000 sec): 3 clusters
  Score: Raw -540218.937545 + Penalty 2754.888340 = -537464.049205
  nChanged 3
		SP:Iteration 45Q (115413.860000 sec): 3 clusters
  Score: Raw -540220.147651 + Penalty 2754.888340 = -537465.259311
  nChanged 3
		SP:Iteration 46Q (115414.030000 sec): 3 clusters
  Score: Raw -540221.153699 + Penalty 2754.888340 = -537466.265359
  nChanged 2
		SP:Iteration 47Q (115414.250000 sec): 3 clusters
  Score: Raw -540221.825219 + Penalty 2754.888340 = -537466.936879
  nChanged 1
		SP:Iteration 48Q (115414.400000 sec): 3 clusters
  Score: Raw -540221.982402 + Penalty 2754.888340 = -537467.094062
  nChanged 2
		SP:Iteration 49Q (115414.560000 sec): 3 clusters
  Score: Raw -540222.628755 + Penalty 2754.888340 = -537467.740414
  nChanged 0
		SP:Iteration 50F (115414.760000 sec): 3 clusters
  Score: Raw -540222.628755 + Penalty 2754.888340 = -537467.740414
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115414.870000 sec): 2 clusters
  Score: Raw -85664.990649 + Penalty 1093.790441 = -84571.200208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115415.050000 sec): 3 clusters
  Score: Raw -85407.216768 + Penalty 2187.580883 = -83219.635885
  nChanged 259
		SP:Iteration 1F (115415.200000 sec): 3 clusters
  Score: Raw -85818.951982 + Penalty 2187.580883 = -83631.371100
  nChanged 75
		SP:Iteration 2F (115415.310000 sec): 3 clusters
  Score: Raw -85953.677686 + Penalty 2187.580883 = -83766.096803
  nChanged 55
		SP:Iteration 3F (115415.470000 sec): 3 clusters
  Score: Raw -86065.927454 + Penalty 2187.580883 = -83878.346571
  nChanged 38
		SP:Iteration 4Q (115415.610000 sec): 3 clusters
  Score: Raw -86146.659238 + Penalty 2187.580883 = -83959.078356
  nChanged 31
		SP:Iteration 5Q (115415.780000 sec): 3 clusters
  Score: Raw -86208.617415 + Penalty 2187.580883 = -84021.036532
  nChanged 21
		SP:Iteration 6Q (115415.960000 sec): 3 clusters
  Score: Raw -86231.611527 + Penalty 2187.580883 = -84044.030644
  nChanged 7
		SP:Iteration 7Q (115416.170000 sec): 3 clusters
  Score: Raw -86242.315838 + Penalty 2187.580883 = -84054.734956
  nChanged 8
		SP:Iteration 8Q (115416.350000 sec): 3 clusters
  Score: Raw -86253.482361 + Penalty 2187.580883 = -84065.901479
  nChanged 4
		SP:Iteration 9Q (115416.490000 sec): 3 clusters
  Score: Raw -86255.676082 + Penalty 2187.580883 = -84068.095199
  nChanged 2
		SP:Iteration 10Q (115416.650000 sec): 3 clusters
  Score: Raw -86256.416092 + Penalty 2187.580883 = -84068.835210
  nChanged 1
		SP:Iteration 11Q (115416.810000 sec): 3 clusters
  Score: Raw -86257.104636 + Penalty 2187.580883 = -84069.523753
  nChanged 2
		SP:Iteration 12Q (115416.980000 sec): 3 clusters
  Score: Raw -86259.360185 + Penalty 2187.580883 = -84071.779303
  nChanged 2
		SP:Iteration 13Q (115417.190000 sec): 3 clusters
  Score: Raw -86260.843121 + Penalty 2187.580883 = -84073.262238
  nChanged 1
		SP:Iteration 14Q (115417.350000 sec): 3 clusters
  Score: Raw -86261.405679 + Penalty 2187.580883 = -84073.824796
  nChanged 1
		SP:Iteration 15Q (115417.510000 sec): 3 clusters
  Score: Raw -86262.034607 + Penalty 2187.580883 = -84074.453724
  nChanged 0
		SP:Iteration 16F (115417.690000 sec): 3 clusters
  Score: Raw -86262.034607 + Penalty 2187.580883 = -84074.453724
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115417.770000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115417.940000 sec): 3 clusters
  Score: Raw -60653.770547 + Penalty 2024.266076 = -58629.504471
  nChanged 119
		SP:Iteration 1F (115418.100000 sec): 3 clusters
  Score: Raw -60831.465233 + Penalty 2024.266076 = -58807.199157
  nChanged 36
		SP:Iteration 2F (115418.260000 sec): 3 clusters
  Score: Raw -60899.091105 + Penalty 2024.266076 = -58874.825029
  nChanged 25
		SP:Iteration 3Q (115418.450000 sec): 3 clusters
  Score: Raw -60930.508413 + Penalty 2024.266076 = -58906.242337
  nChanged 10
		SP:Iteration 4Q (115418.610000 sec): 3 clusters
  Score: Raw -60949.598337 + Penalty 2024.266076 = -58925.332260
  nChanged 8
		SP:Iteration 5Q (115418.750000 sec): 3 clusters
  Score: Raw -60963.440478 + Penalty 2024.266076 = -58939.174402
  nChanged 4
		SP:Iteration 6Q (115418.900000 sec): 3 clusters
  Score: Raw -60971.747736 + Penalty 2024.266076 = -58947.481660
  nChanged 2
		SP:Iteration 7Q (115419.090000 sec): 3 clusters
  Score: Raw -60975.407357 + Penalty 2024.266076 = -58951.141281
  nChanged 2
		SP:Iteration 8Q (115419.270000 sec): 3 clusters
  Score: Raw -60979.111880 + Penalty 2024.266076 = -58954.845804
  nChanged 0
		SP:Iteration 9F (115419.460000 sec): 3 clusters
  Score: Raw -60979.111880 + Penalty 2024.266076 = -58954.845804
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (16383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115419.670000 sec): 2 clusters
  Score: Raw -1870380.968403 + Penalty 1576.899917 = -1868804.068486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115419.960000 sec): 3 clusters
  Score: Raw -1860689.882549 + Penalty 3153.799835 = -1857536.082714
  nChanged 7275
		SP:Iteration 1F (115420.170000 sec): 3 clusters
  Score: Raw -1864925.353073 + Penalty 3153.799835 = -1861771.553239
  nChanged 1007
		SP:Iteration 2F (115420.440000 sec): 3 clusters
  Score: Raw -1865443.613826 + Penalty 3153.799835 = -1862289.813992
  nChanged 967
		SP:Iteration 3F (115420.720000 sec): 3 clusters
  Score: Raw -1865944.538101 + Penalty 3153.799835 = -1862790.738266
  nChanged 901
		SP:Iteration 4F (115420.960000 sec): 3 clusters
  Score: Raw -1866462.341452 + Penalty 3153.799835 = -1863308.541617
  nChanged 882
		SP:Iteration 5F (115421.210000 sec): 3 clusters
  Score: Raw -1866962.233881 + Penalty 3153.799835 = -1863808.434046
  nChanged 787
		SP:Iteration 6Q (115421.500000 sec): 3 clusters
  Score: Raw -1867423.253620 + Penalty 3153.799835 = -1864269.453786
  nChanged 755
		SP:Iteration 7Q (115421.730000 sec): 3 clusters
  Score: Raw -1867909.827064 + Penalty 3153.799835 = -1864756.027230
  nChanged 728
		SP:Iteration 8Q (115422.100000 sec): 3 clusters
  Score: Raw -1868393.196451 + Penalty 3153.799835 = -1865239.396616
  nChanged 631
		SP:Iteration 9Q (115422.420000 sec): 3 clusters
  Score: Raw -1868783.444493 + Penalty 3153.799835 = -1865629.644659
  nChanged 479
		SP:Iteration 10Q (115422.750000 sec): 3 clusters
  Score: Raw -1869014.772362 + Penalty 3153.799835 = -1865860.972527
  nChanged 349
		SP:Iteration 11Q (115423.050000 sec): 3 clusters
  Score: Raw -1869148.075343 + Penalty 3153.799835 = -1865994.275509
  nChanged 255
		SP:Iteration 12Q (115423.300000 sec): 3 clusters
  Score: Raw -1869238.549614 + Penalty 3153.799835 = -1866084.749779
  nChanged 229
		SP:Iteration 13Q (115423.610000 sec): 3 clusters
  Score: Raw -1869312.634048 + Penalty 3153.799835 = -1866158.834214
  nChanged 195
		SP:Iteration 14Q (115423.910000 sec): 3 clusters
  Score: Raw -1869368.666681 + Penalty 3153.799835 = -1866214.866847
  nChanged 183
		SP:Iteration 15Q (115424.170000 sec): 3 clusters
  Score: Raw -1869431.288627 + Penalty 3153.799835 = -1866277.488793
  nChanged 185
		SP:Iteration 16Q (115424.470000 sec): 3 clusters
  Score: Raw -1869505.275928 + Penalty 3153.799835 = -1866351.476094
  nChanged 217
		SP:Iteration 17Q (115424.860000 sec): 3 clusters
  Score: Raw -1869599.633878 + Penalty 3153.799835 = -1866445.834043
  nChanged 216
		SP:Iteration 18Q (115425.190000 sec): 3 clusters
  Score: Raw -1869691.725335 + Penalty 3153.799835 = -1866537.925500
  nChanged 209
		SP:Iteration 19Q (115425.410000 sec): 3 clusters
  Score: Raw -1869776.381562 + Penalty 3153.799835 = -1866622.581728
  nChanged 219
		SP:Iteration 20F (115425.730000 sec): 3 clusters
  Score: Raw -1869863.212181 + Penalty 3153.799835 = -1866709.412347
  nChanged 215
		SP:Iteration 21Q (115425.990000 sec): 3 clusters
  Score: Raw -1869945.382027 + Penalty 3153.799835 = -1866791.582193
  nChanged 196
		SP:Iteration 22Q (115426.260000 sec): 3 clusters
  Score: Raw -1870016.318117 + Penalty 3153.799835 = -1866862.518282
  nChanged 187
		SP:Iteration 23Q (115426.480000 sec): 3 clusters
  Score: Raw -1870087.789956 + Penalty 3153.799835 = -1866933.990122
  nChanged 192
		SP:Iteration 24Q (115426.800000 sec): 3 clusters
  Score: Raw -1870159.908265 + Penalty 3153.799835 = -1867006.108431
  nChanged 182
		SP:Iteration 25Q (115427.140000 sec): 3 clusters
  Score: Raw -1870231.853243 + Penalty 3153.799835 = -1867078.053409
  nChanged 152
		SP:Iteration 26Q (115427.400000 sec): 3 clusters
  Score: Raw -1870290.055264 + Penalty 3153.799835 = -1867136.255429
  nChanged 143
		SP:Iteration 27Q (115427.690000 sec): 3 clusters
  Score: Raw -1870336.974171 + Penalty 3153.799835 = -1867183.174336
  nChanged 122
		SP:Iteration 28Q (115427.910000 sec): 3 clusters
  Score: Raw -1870376.146624 + Penalty 3153.799835 = -1867222.346789
  nChanged 127
		SP:Iteration 29Q (115428.160000 sec): 3 clusters
  Score: Raw -1870417.590918 + Penalty 3153.799835 = -1867263.791083
  nChanged 112
		SP:Iteration 30Q (115428.430000 sec): 3 clusters
  Score: Raw -1870453.843193 + Penalty 3153.799835 = -1867300.043358
  nChanged 97
		SP:Iteration 31Q (115428.680000 sec): 3 clusters
  Score: Raw -1870481.837656 + Penalty 3153.799835 = -1867328.037821
  nChanged 80
		SP:Iteration 32Q (115428.980000 sec): 3 clusters
  Score: Raw -1870502.135539 + Penalty 3153.799835 = -1867348.335704
  nChanged 75
		SP:Iteration 33Q (115429.230000 sec): 3 clusters
  Score: Raw -1870519.754259 + Penalty 3153.799835 = -1867365.954425
  nChanged 67
		SP:Iteration 34Q (115429.490000 sec): 3 clusters
  Score: Raw -1870535.553982 + Penalty 3153.799835 = -1867381.754148
  nChanged 61
		SP:Iteration 35Q (115429.810000 sec): 3 clusters
  Score: Raw -1870552.283378 + Penalty 3153.799835 = -1867398.483544
  nChanged 65
		SP:Iteration 36Q (115430.030000 sec): 3 clusters
  Score: Raw -1870571.912932 + Penalty 3153.799835 = -1867418.113097
  nChanged 64
		SP:Iteration 37Q (115430.290000 sec): 3 clusters
  Score: Raw -1870587.881791 + Penalty 3153.799835 = -1867434.081956
  nChanged 59
		SP:Iteration 38Q (115430.570000 sec): 3 clusters
  Score: Raw -1870601.752375 + Penalty 3153.799835 = -1867447.952540
  nChanged 52
		SP:Iteration 39Q (115430.880000 sec): 3 clusters
  Score: Raw -1870614.872122 + Penalty 3153.799835 = -1867461.072288
  nChanged 45
		SP:Iteration 40F (115431.130000 sec): 3 clusters
  Score: Raw -1870625.575123 + Penalty 3153.799835 = -1867471.775288
  nChanged 42
		SP:Iteration 41Q (115431.390000 sec): 3 clusters
  Score: Raw -1870634.463402 + Penalty 3153.799835 = -1867480.663567
  nChanged 31
		SP:Iteration 42Q (115431.690000 sec): 3 clusters
  Score: Raw -1870640.012145 + Penalty 3153.799835 = -1867486.212310
  nChanged 29
		SP:Iteration 43Q (115431.910000 sec): 3 clusters
  Score: Raw -1870645.607617 + Penalty 3153.799835 = -1867491.807782
  nChanged 28
		SP:Iteration 44Q (115432.180000 sec): 3 clusters
  Score: Raw -1870650.795821 + Penalty 3153.799835 = -1867496.995987
  nChanged 19
		SP:Iteration 45Q (115432.460000 sec): 3 clusters
  Score: Raw -1870655.556950 + Penalty 3153.799835 = -1867501.757116
  nChanged 24
		SP:Iteration 46Q (115432.750000 sec): 3 clusters
  Score: Raw -1870660.614327 + Penalty 3153.799835 = -1867506.814492
  nChanged 32
		SP:Iteration 47Q (115433.010000 sec): 3 clusters
  Score: Raw -1870666.946754 + Penalty 3153.799835 = -1867513.146919
  nChanged 25
		SP:Iteration 48Q (115433.320000 sec): 3 clusters
  Score: Raw -1870672.035296 + Penalty 3153.799835 = -1867518.235461
  nChanged 23
		SP:Iteration 49Q (115433.610000 sec): 3 clusters
  Score: Raw -1870677.110638 + Penalty 3153.799835 = -1867523.310804
  nChanged 19
		SP:Iteration 50Q (115433.810000 sec): 3 clusters
  Score: Raw -1870681.305905 + Penalty 3153.799835 = -1867527.506070
  nChanged 18
		SP:Iteration 51Q (115434.030000 sec): 3 clusters
  Score: Raw -1870685.677191 + Penalty 3153.799835 = -1867531.877357
  nChanged 17
		SP:Iteration 52Q (115434.340000 sec): 3 clusters
  Score: Raw -1870689.970377 + Penalty 3153.799835 = -1867536.170542
  nChanged 22
		SP:Iteration 53Q (115434.580000 sec): 3 clusters
  Score: Raw -1870695.070455 + Penalty 3153.799835 = -1867541.270621
  nChanged 20
		SP:Iteration 54Q (115434.880000 sec): 3 clusters
  Score: Raw -1870699.163462 + Penalty 3153.799835 = -1867545.363627
  nChanged 26
		SP:Iteration 55Q (115435.140000 sec): 3 clusters
  Score: Raw -1870703.970250 + Penalty 3153.799835 = -1867550.170415
  nChanged 20
		SP:Iteration 56Q (115435.460000 sec): 3 clusters
  Score: Raw -1870707.658754 + Penalty 3153.799835 = -1867553.858919
  nChanged 21
		SP:Iteration 57Q (115435.720000 sec): 3 clusters
  Score: Raw -1870711.020386 + Penalty 3153.799835 = -1867557.220551
  nChanged 11
		SP:Iteration 58Q (115435.970000 sec): 3 clusters
  Score: Raw -1870712.313381 + Penalty 3153.799835 = -1867558.513547
  nChanged 8
		SP:Iteration 59Q (115436.260000 sec): 3 clusters
  Score: Raw -1870713.514742 + Penalty 3153.799835 = -1867559.714908
  nChanged 7
		SP:Iteration 60F (115436.570000 sec): 3 clusters
  Score: Raw -1870714.460225 + Penalty 3153.799835 = -1867560.660391
  nChanged 8
		SP:Iteration 61Q (115436.790000 sec): 3 clusters
  Score: Raw -1870715.607451 + Penalty 3153.799835 = -1867561.807616
  nChanged 5
		SP:Iteration 62Q (115437.140000 sec): 3 clusters
  Score: Raw -1870716.445401 + Penalty 3153.799835 = -1867562.645566
  nChanged 6
		SP:Iteration 63Q (115437.420000 sec): 3 clusters
  Score: Raw -1870717.615205 + Penalty 3153.799835 = -1867563.815370
  nChanged 7
		SP:Iteration 64Q (115437.660000 sec): 3 clusters
  Score: Raw -1870718.875201 + Penalty 3153.799835 = -1867565.075367
  nChanged 7
		SP:Iteration 65Q (115437.920000 sec): 3 clusters
  Score: Raw -1870720.156785 + Penalty 3153.799835 = -1867566.356951
  nChanged 7
		SP:Iteration 66Q (115438.200000 sec): 3 clusters
  Score: Raw -1870721.517828 + Penalty 3153.799835 = -1867567.717993
  nChanged 11
		SP:Iteration 67Q (115438.530000 sec): 3 clusters
  Score: Raw -1870723.679499 + Penalty 3153.799835 = -1867569.879665
  nChanged 10
		SP:Iteration 68Q (115438.780000 sec): 3 clusters
  Score: Raw -1870725.293506 + Penalty 3153.799835 = -1867571.493671
  nChanged 4
		SP:Iteration 69Q (115439.040000 sec): 3 clusters
  Score: Raw -1870725.878164 + Penalty 3153.799835 = -1867572.078329
  nChanged 6
		SP:Iteration 70Q (115439.290000 sec): 3 clusters
  Score: Raw -1870727.070816 + Penalty 3153.799835 = -1867573.270982
  nChanged 5
		SP:Iteration 71Q (115439.570000 sec): 3 clusters
  Score: Raw -1870728.546283 + Penalty 3153.799835 = -1867574.746448
  nChanged 8
		SP:Iteration 72Q (115439.850000 sec): 3 clusters
  Score: Raw -1870729.752345 + Penalty 3153.799835 = -1867575.952510
  nChanged 4
		SP:Iteration 73Q (115440.070000 sec): 3 clusters
  Score: Raw -1870730.646785 + Penalty 3153.799835 = -1867576.846950
  nChanged 6
		SP:Iteration 74Q (115440.370000 sec): 3 clusters
  Score: Raw -1870731.421767 + Penalty 3153.799835 = -1867577.621933
  nChanged 4
		SP:Iteration 75Q (115440.640000 sec): 3 clusters
  Score: Raw -1870731.841353 + Penalty 3153.799835 = -1867578.041518
  nChanged 2
		SP:Iteration 76Q (115440.900000 sec): 3 clusters
  Score: Raw -1870732.054073 + Penalty 3153.799835 = -1867578.254238
  nChanged 3
		SP:Iteration 77Q (115441.130000 sec): 3 clusters
  Score: Raw -1870732.431321 + Penalty 3153.799835 = -1867578.631486
  nChanged 4
		SP:Iteration 78Q (115441.380000 sec): 3 clusters
  Score: Raw -1870732.948939 + Penalty 3153.799835 = -1867579.149105
  nChanged 2
		SP:Iteration 79Q (115441.590000 sec): 3 clusters
  Score: Raw -1870733.188062 + Penalty 3153.799835 = -1867579.388228
  nChanged 2
		SP:Iteration 80F (115441.820000 sec): 3 clusters
  Score: Raw -1870733.807120 + Penalty 3153.799835 = -1867580.007286
  nChanged 3
		SP:Iteration 81Q (115442.080000 sec): 3 clusters
  Score: Raw -1870734.091126 + Penalty 3153.799835 = -1867580.291291
  nChanged 1
		SP:Iteration 82Q (115442.320000 sec): 3 clusters
  Score: Raw -1870734.186673 + Penalty 3153.799835 = -1867580.386839
  nChanged 2
		SP:Iteration 83Q (115442.610000 sec): 3 clusters
  Score: Raw -1870734.402220 + Penalty 3153.799835 = -1867580.602385
  nChanged 1
		SP:Iteration 84Q (115442.790000 sec): 3 clusters
  Score: Raw -1870734.491053 + Penalty 3153.799835 = -1867580.691218
  nChanged 1
		SP:Iteration 85Q (115443.110000 sec): 3 clusters
  Score: Raw -1870734.634726 + Penalty 3153.799835 = -1867580.834892
  nChanged 3
		SP:Iteration 86Q (115443.360000 sec): 3 clusters
  Score: Raw -1870735.049194 + Penalty 3153.799835 = -1867581.249359
  nChanged 5
		SP:Iteration 87Q (115443.660000 sec): 3 clusters
  Score: Raw -1870736.041903 + Penalty 3153.799835 = -1867582.242069
  nChanged 6
		SP:Iteration 88Q (115443.940000 sec): 3 clusters
  Score: Raw -1870737.408017 + Penalty 3153.799835 = -1867583.608183
  nChanged 5
		SP:Iteration 89Q (115444.220000 sec): 3 clusters
  Score: Raw -1870738.067441 + Penalty 3153.799835 = -1867584.267607
  nChanged 6
		SP:Iteration 90Q (115444.590000 sec): 3 clusters
  Score: Raw -1870739.255261 + Penalty 3153.799835 = -1867585.455427
  nChanged 8
		SP:Iteration 91Q (115444.840000 sec): 3 clusters
  Score: Raw -1870741.286425 + Penalty 3153.799835 = -1867587.486591
  nChanged 10
		SP:Iteration 92Q (115445.110000 sec): 3 clusters
  Score: Raw -1870743.118438 + Penalty 3153.799835 = -1867589.318603
  nChanged 13
		SP:Iteration 93Q (115445.410000 sec): 3 clusters
  Score: Raw -1870745.132297 + Penalty 3153.799835 = -1867591.332462
  nChanged 8
		SP:Iteration 94Q (115445.690000 sec): 3 clusters
  Score: Raw -1870746.290126 + Penalty 3153.799835 = -1867592.490291
  nChanged 8
		SP:Iteration 95Q (115446.010000 sec): 3 clusters
  Score: Raw -1870747.665064 + Penalty 3153.799835 = -1867593.865230
  nChanged 6
		SP:Iteration 96Q (115446.240000 sec): 3 clusters
  Score: Raw -1870748.832688 + Penalty 3153.799835 = -1867595.032853
  nChanged 9
		SP:Iteration 97Q (115446.480000 sec): 3 clusters
  Score: Raw -1870751.601019 + Penalty 3153.799835 = -1867597.801184
  nChanged 10
		SP:Iteration 98Q (115446.800000 sec): 3 clusters
  Score: Raw -1870754.107716 + Penalty 3153.799835 = -1867600.307881
  nChanged 12
		SP:Iteration 99Q (115447.030000 sec): 3 clusters
  Score: Raw -1870756.602287 + Penalty 3153.799835 = -1867602.802453
  nChanged 10
		SP:Iteration 100F (115447.310000 sec): 3 clusters
  Score: Raw -1870757.640156 + Penalty 3153.799835 = -1867603.840321
  nChanged 6
		SP:Iteration 101Q (115447.530000 sec): 3 clusters
  Score: Raw -1870758.243597 + Penalty 3153.799835 = -1867604.443762
  nChanged 6
		SP:Iteration 102Q (115447.780000 sec): 3 clusters
  Score: Raw -1870758.883179 + Penalty 3153.799835 = -1867605.083344
  nChanged 4
		SP:Iteration 103Q (115448.010000 sec): 3 clusters
  Score: Raw -1870759.221683 + Penalty 3153.799835 = -1867605.421848
  nChanged 1
		SP:Iteration 104Q (115448.290000 sec): 3 clusters
  Score: Raw -1870759.314725 + Penalty 3153.799835 = -1867605.514891
  nChanged 0
		SP:Iteration 105F (115448.520000 sec): 3 clusters
  Score: Raw -1870759.314725 + Penalty 3153.799835 = -1867605.514891
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115448.610000 sec): 2 clusters
  Score: Raw -1139343.590825 + Penalty 1486.590979 = -1137856.999846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115448.830000 sec): 3 clusters
  Score: Raw -1134025.608778 + Penalty 2973.181958 = -1131052.426820
  nChanged 4025
		SP:Iteration 1F (115449.050000 sec): 3 clusters
  Score: Raw -1136231.757728 + Penalty 2973.181958 = -1133258.575770
  nChanged 610
		SP:Iteration 2F (115449.230000 sec): 3 clusters
  Score: Raw -1136478.773315 + Penalty 2973.181958 = -1133505.591356
  nChanged 472
		SP:Iteration 3F (115449.430000 sec): 3 clusters
  Score: Raw -1136679.064128 + Penalty 2973.181958 = -1133705.882169
  nChanged 397
		SP:Iteration 4Q (115449.630000 sec): 3 clusters
  Score: Raw -1136853.262604 + Penalty 2973.181958 = -1133880.080646
  nChanged 385
		SP:Iteration 5Q (115449.820000 sec): 3 clusters
  Score: Raw -1137032.584701 + Penalty 2973.181958 = -1134059.402743
  nChanged 369
		SP:Iteration 6Q (115450.120000 sec): 3 clusters
  Score: Raw -1137223.307773 + Penalty 2973.181958 = -1134250.125814
  nChanged 385
		SP:Iteration 7Q (115450.340000 sec): 3 clusters
  Score: Raw -1137450.052743 + Penalty 2973.181958 = -1134476.870785
  nChanged 407
		SP:Iteration 8Q (115450.590000 sec): 3 clusters
  Score: Raw -1137694.101640 + Penalty 2973.181958 = -1134720.919682
  nChanged 422
		SP:Iteration 9Q (115450.840000 sec): 3 clusters
  Score: Raw -1137998.202045 + Penalty 2973.181958 = -1135025.020087
  nChanged 423
		SP:Iteration 10Q (115451.080000 sec): 3 clusters
  Score: Raw -1138346.129944 + Penalty 2973.181958 = -1135372.947985
  nChanged 396
		SP:Iteration 11Q (115451.270000 sec): 3 clusters
  Score: Raw -1138707.458401 + Penalty 2973.181958 = -1135734.276443
  nChanged 316
		SP:Iteration 12Q (115451.530000 sec): 3 clusters
  Score: Raw -1138966.180808 + Penalty 2973.181958 = -1135992.998850
  nChanged 252
		SP:Iteration 13Q (115451.770000 sec): 3 clusters
  Score: Raw -1139156.460042 + Penalty 2973.181958 = -1136183.278084
  nChanged 196
		SP:Iteration 14Q (115452.070000 sec): 3 clusters
  Score: Raw -1139284.555909 + Penalty 2973.181958 = -1136311.373950
  nChanged 136
		SP:Iteration 15Q (115452.290000 sec): 3 clusters
  Score: Raw -1139362.170683 + Penalty 2973.181958 = -1136388.988725
  nChanged 106
		SP:Iteration 16Q (115452.510000 sec): 3 clusters
  Score: Raw -1139411.862618 + Penalty 2973.181958 = -1136438.680659
  nChanged 78
		SP:Iteration 17Q (115452.740000 sec): 3 clusters
  Score: Raw -1139449.800983 + Penalty 2973.181958 = -1136476.619025
  nChanged 79
		SP:Iteration 18Q (115452.950000 sec): 3 clusters
  Score: Raw -1139482.832093 + Penalty 2973.181958 = -1136509.650134
  nChanged 50
		SP:Iteration 19Q (115453.170000 sec): 3 clusters
  Score: Raw -1139504.125748 + Penalty 2973.181958 = -1136530.943790
  nChanged 48
		SP:Iteration 20F (115453.450000 sec): 3 clusters
  Score: Raw -1139526.164770 + Penalty 2973.181958 = -1136552.982812
  nChanged 38
		SP:Iteration 21Q (115453.680000 sec): 3 clusters
  Score: Raw -1139542.780905 + Penalty 2973.181958 = -1136569.598946
  nChanged 35
		SP:Iteration 22Q (115453.970000 sec): 3 clusters
  Score: Raw -1139556.837124 + Penalty 2973.181958 = -1136583.655166
  nChanged 33
		SP:Iteration 23Q (115454.160000 sec): 3 clusters
  Score: Raw -1139570.636719 + Penalty 2973.181958 = -1136597.454761
  nChanged 35
		SP:Iteration 24Q (115454.410000 sec): 3 clusters
  Score: Raw -1139585.669472 + Penalty 2973.181958 = -1136612.487514
  nChanged 37
		SP:Iteration 25Q (115454.630000 sec): 3 clusters
  Score: Raw -1139601.721439 + Penalty 2973.181958 = -1136628.539481
  nChanged 32
		SP:Iteration 26Q (115454.910000 sec): 3 clusters
  Score: Raw -1139618.976832 + Penalty 2973.181958 = -1136645.794874
  nChanged 32
		SP:Iteration 27Q (115455.160000 sec): 3 clusters
  Score: Raw -1139632.020186 + Penalty 2973.181958 = -1136658.838228
  nChanged 20
		SP:Iteration 28Q (115455.310000 sec): 3 clusters
  Score: Raw -1139640.250036 + Penalty 2973.181958 = -1136667.068078
  nChanged 16
		SP:Iteration 29Q (115455.590000 sec): 3 clusters
  Score: Raw -1139647.887957 + Penalty 2973.181958 = -1136674.705999
  nChanged 12
		SP:Iteration 30Q (115455.840000 sec): 3 clusters
  Score: Raw -1139654.412141 + Penalty 2973.181958 = -1136681.230183
  nChanged 9
		SP:Iteration 31Q (115456.050000 sec): 3 clusters
  Score: Raw -1139659.124265 + Penalty 2973.181958 = -1136685.942306
  nChanged 9
		SP:Iteration 32Q (115456.290000 sec): 3 clusters
  Score: Raw -1139662.495894 + Penalty 2973.181958 = -1136689.313935
  nChanged 12
		SP:Iteration 33Q (115456.510000 sec): 3 clusters
  Score: Raw -1139667.091449 + Penalty 2973.181958 = -1136693.909491
  nChanged 8
		SP:Iteration 34Q (115456.700000 sec): 3 clusters
  Score: Raw -1139670.071623 + Penalty 2973.181958 = -1136696.889664
  nChanged 7
		SP:Iteration 35Q (115456.980000 sec): 3 clusters
  Score: Raw -1139673.408496 + Penalty 2973.181958 = -1136700.226537
  nChanged 8
		SP:Iteration 36Q (115457.190000 sec): 3 clusters
  Score: Raw -1139677.642977 + Penalty 2973.181958 = -1136704.461019
  nChanged 9
		SP:Iteration 37Q (115457.480000 sec): 3 clusters
  Score: Raw -1139681.893564 + Penalty 2973.181958 = -1136708.711605
  nChanged 5
		SP:Iteration 38Q (115457.690000 sec): 3 clusters
  Score: Raw -1139684.077281 + Penalty 2973.181958 = -1136710.895322
  nChanged 5
		SP:Iteration 39Q (115457.890000 sec): 3 clusters
  Score: Raw -1139687.088231 + Penalty 2973.181958 = -1136713.906273
  nChanged 3
		SP:Iteration 40F (115458.090000 sec): 3 clusters
  Score: Raw -1139687.824434 + Penalty 2973.181958 = -1136714.642475
  nChanged 4
		SP:Iteration 41Q (115458.360000 sec): 3 clusters
  Score: Raw -1139689.199683 + Penalty 2973.181958 = -1136716.017725
  nChanged 4
		SP:Iteration 42Q (115458.610000 sec): 3 clusters
  Score: Raw -1139690.610128 + Penalty 2973.181958 = -1136717.428169
  nChanged 1
		SP:Iteration 43Q (115458.850000 sec): 3 clusters
  Score: Raw -1139690.701687 + Penalty 2973.181958 = -1136717.519728
  nChanged 2
		SP:Iteration 44Q (115459.070000 sec): 3 clusters
  Score: Raw -1139691.762290 + Penalty 2973.181958 = -1136718.580331
  nChanged 3
		SP:Iteration 45Q (115459.280000 sec): 3 clusters
  Score: Raw -1139693.230688 + Penalty 2973.181958 = -1136720.048729
  nChanged 2
		SP:Iteration 46Q (115459.470000 sec): 3 clusters
  Score: Raw -1139693.932822 + Penalty 2973.181958 = -1136720.750864
  nChanged 5
		SP:Iteration 47Q (115459.730000 sec): 3 clusters
  Score: Raw -1139695.864781 + Penalty 2973.181958 = -1136722.682823
  nChanged 3
		SP:Iteration 48Q (115460.010000 sec): 3 clusters
  Score: Raw -1139696.902421 + Penalty 2973.181958 = -1136723.720463
  nChanged 1
		SP:Iteration 49Q (115460.330000 sec): 3 clusters
  Score: Raw -1139697.317219 + Penalty 2973.181958 = -1136724.135260
  nChanged 1
		SP:Iteration 50Q (115460.570000 sec): 3 clusters
  Score: Raw -1139697.544307 + Penalty 2973.181958 = -1136724.362348
  nChanged 1
		SP:Iteration 51Q (115460.800000 sec): 3 clusters
  Score: Raw -1139698.112706 + Penalty 2973.181958 = -1136724.930748
  nChanged 1
		SP:Iteration 52Q (115461.010000 sec): 3 clusters
  Score: Raw -1139698.499949 + Penalty 2973.181958 = -1136725.317991
  nChanged 1
		SP:Iteration 53Q (115461.210000 sec): 3 clusters
  Score: Raw -1139698.872950 + Penalty 2973.181958 = -1136725.690991
  nChanged 2
		SP:Iteration 54Q (115461.490000 sec): 3 clusters
  Score: Raw -1139699.109362 + Penalty 2973.181958 = -1136725.927404
  nChanged 0
		SP:Iteration 55F (115461.740000 sec): 3 clusters
  Score: Raw -1139699.109362 + Penalty 2973.181958 = -1136725.927404
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115461.880000 sec): 2 clusters
  Score: Raw -898780.005800 + Penalty 1450.126857 = -897329.878943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115462.140000 sec): 3 clusters
  Score: Raw -894639.332987 + Penalty 2900.253714 = -891739.079273
  nChanged 3205
		SP:Iteration 1F (115462.450000 sec): 3 clusters
  Score: Raw -896370.896955 + Penalty 2900.253714 = -893470.643241
  nChanged 522
		SP:Iteration 2F (115462.660000 sec): 3 clusters
  Score: Raw -896639.994162 + Penalty 2900.253714 = -893739.740448
  nChanged 434
		SP:Iteration 3F (115462.860000 sec): 3 clusters
  Score: Raw -896871.165937 + Penalty 2900.253714 = -893970.912224
  nChanged 402
		SP:Iteration 4F (115463.100000 sec): 3 clusters
  Score: Raw -897095.877900 + Penalty 2900.253714 = -894195.624187
  nChanged 384
		SP:Iteration 5F (115463.280000 sec): 3 clusters
  Score: Raw -897294.706180 + Penalty 2900.253714 = -894394.452467
  nChanged 360
		SP:Iteration 6Q (115463.430000 sec): 3 clusters
  Score: Raw -897485.276962 + Penalty 2900.253714 = -894585.023248
  nChanged 355
		SP:Iteration 7Q (115463.640000 sec): 3 clusters
  Score: Raw -897700.131620 + Penalty 2900.253714 = -894799.877906
  nChanged 329
		SP:Iteration 8Q (115463.870000 sec): 3 clusters
  Score: Raw -897911.735468 + Penalty 2900.253714 = -895011.481754
  nChanged 359
		SP:Iteration 9Q (115464.060000 sec): 3 clusters
  Score: Raw -898155.866279 + Penalty 2900.253714 = -895255.612565
  nChanged 308
		SP:Iteration 10Q (115464.280000 sec): 3 clusters
  Score: Raw -898341.226438 + Penalty 2900.253714 = -895440.972725
  nChanged 253
		SP:Iteration 11Q (115464.470000 sec): 3 clusters
  Score: Raw -898479.263743 + Penalty 2900.253714 = -895579.010030
  nChanged 196
		SP:Iteration 12Q (115464.640000 sec): 3 clusters
  Score: Raw -898583.482034 + Penalty 2900.253714 = -895683.228320
  nChanged 145
		SP:Iteration 13Q (115464.890000 sec): 3 clusters
  Score: Raw -898656.796580 + Penalty 2900.253714 = -895756.542867
  nChanged 118
		SP:Iteration 14Q (115465.120000 sec): 3 clusters
  Score: Raw -898726.415693 + Penalty 2900.253714 = -895826.161980
  nChanged 111
		SP:Iteration 15Q (115465.330000 sec): 3 clusters
  Score: Raw -898795.820159 + Penalty 2900.253714 = -895895.566446
  nChanged 92
		SP:Iteration 16Q (115465.580000 sec): 3 clusters
  Score: Raw -898843.489635 + Penalty 2900.253714 = -895943.235922
  nChanged 69
		SP:Iteration 17Q (115465.780000 sec): 3 clusters
  Score: Raw -898873.540718 + Penalty 2900.253714 = -895973.287004
  nChanged 50
		SP:Iteration 18Q (115466.040000 sec): 3 clusters
  Score: Raw -898896.734813 + Penalty 2900.253714 = -895996.481100
  nChanged 50
		SP:Iteration 19Q (115466.290000 sec): 3 clusters
  Score: Raw -898922.381328 + Penalty 2900.253714 = -896022.127614
  nChanged 41
		SP:Iteration 20F (115466.520000 sec): 3 clusters
  Score: Raw -898945.553746 + Penalty 2900.253714 = -896045.300032
  nChanged 45
		SP:Iteration 21Q (115466.750000 sec): 3 clusters
  Score: Raw -898966.419675 + Penalty 2900.253714 = -896066.165961
  nChanged 33
		SP:Iteration 22Q (115467.010000 sec): 3 clusters
  Score: Raw -898985.872063 + Penalty 2900.253714 = -896085.618349
  nChanged 34
		SP:Iteration 23Q (115467.240000 sec): 3 clusters
  Score: Raw -899004.659303 + Penalty 2900.253714 = -896104.405590
  nChanged 30
		SP:Iteration 24Q (115467.420000 sec): 3 clusters
  Score: Raw -899023.808555 + Penalty 2900.253714 = -896123.554841
  nChanged 24
		SP:Iteration 25Q (115467.600000 sec): 3 clusters
  Score: Raw -899037.006941 + Penalty 2900.253714 = -896136.753228
  nChanged 22
		SP:Iteration 26Q (115467.850000 sec): 3 clusters
  Score: Raw -899047.379167 + Penalty 2900.253714 = -896147.125453
  nChanged 20
		SP:Iteration 27Q (115468.100000 sec): 3 clusters
  Score: Raw -899058.045429 + Penalty 2900.253714 = -896157.791715
  nChanged 17
		SP:Iteration 28Q (115468.260000 sec): 3 clusters
  Score: Raw -899065.860287 + Penalty 2900.253714 = -896165.606574
  nChanged 11
		SP:Iteration 29Q (115468.490000 sec): 3 clusters
  Score: Raw -899073.155146 + Penalty 2900.253714 = -896172.901433
  nChanged 14
		SP:Iteration 30Q (115468.720000 sec): 3 clusters
  Score: Raw -899078.466899 + Penalty 2900.253714 = -896178.213185
  nChanged 11
		SP:Iteration 31Q (115468.960000 sec): 3 clusters
  Score: Raw -899083.419960 + Penalty 2900.253714 = -896183.166246
  nChanged 11
		SP:Iteration 32Q (115469.190000 sec): 3 clusters
  Score: Raw -899088.710313 + Penalty 2900.253714 = -896188.456599
  nChanged 9
		SP:Iteration 33Q (115469.380000 sec): 3 clusters
  Score: Raw -899092.847764 + Penalty 2900.253714 = -896192.594051
  nChanged 10
		SP:Iteration 34Q (115469.590000 sec): 3 clusters
  Score: Raw -899098.322598 + Penalty 2900.253714 = -896198.068885
  nChanged 5
		SP:Iteration 35Q (115469.800000 sec): 3 clusters
  Score: Raw -899102.347881 + Penalty 2900.253714 = -896202.094167
  nChanged 5
		SP:Iteration 36Q (115470.020000 sec): 3 clusters
  Score: Raw -899105.836354 + Penalty 2900.253714 = -896205.582641
  nChanged 6
		SP:Iteration 37Q (115470.230000 sec): 3 clusters
  Score: Raw -899108.117041 + Penalty 2900.253714 = -896207.863328
  nChanged 4
		SP:Iteration 38Q (115470.440000 sec): 3 clusters
  Score: Raw -899109.536358 + Penalty 2900.253714 = -896209.282645
  nChanged 3
		SP:Iteration 39Q (115470.640000 sec): 3 clusters
  Score: Raw -899110.414845 + Penalty 2900.253714 = -896210.161132
  nChanged 4
		SP:Iteration 40F (115470.820000 sec): 3 clusters
  Score: Raw -899112.735926 + Penalty 2900.253714 = -896212.482212
  nChanged 5
		SP:Iteration 41Q (115471.080000 sec): 3 clusters
  Score: Raw -899114.716195 + Penalty 2900.253714 = -896214.462482
  nChanged 2
		SP:Iteration 42Q (115471.260000 sec): 3 clusters
  Score: Raw -899115.657104 + Penalty 2900.253714 = -896215.403391
  nChanged 1
		SP:Iteration 43Q (115471.480000 sec): 3 clusters
  Score: Raw -899115.884530 + Penalty 2900.253714 = -896215.630817
  nChanged 1
		SP:Iteration 44Q (115471.710000 sec): 3 clusters
  Score: Raw -899116.463152 + Penalty 2900.253714 = -896216.209439
  nChanged 1
		SP:Iteration 45Q (115471.920000 sec): 3 clusters
  Score: Raw -899116.893554 + Penalty 2900.253714 = -896216.639840
  nChanged 2
		SP:Iteration 46Q (115472.150000 sec): 3 clusters
  Score: Raw -899117.724685 + Penalty 2900.253714 = -896217.470971
  nChanged 1
		SP:Iteration 47Q (115472.380000 sec): 3 clusters
  Score: Raw -899118.208469 + Penalty 2900.253714 = -896217.954756
  nChanged 1
		SP:Iteration 48Q (115472.560000 sec): 3 clusters
  Score: Raw -899118.351416 + Penalty 2900.253714 = -896218.097702
  nChanged 1
		SP:Iteration 49Q (115472.770000 sec): 3 clusters
  Score: Raw -899118.575485 + Penalty 2900.253714 = -896218.321772
  nChanged 0
		SP:Iteration 50F (115472.980000 sec): 3 clusters
  Score: Raw -899118.575485 + Penalty 2900.253714 = -896218.321772
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115473.110000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115473.310000 sec): 3 clusters
  Score: Raw -23535.673858 + Penalty 1760.232631 = -21775.441227
  nChanged 38
		SP:Iteration 1F (115473.500000 sec): 3 clusters
  Score: Raw -23646.377124 + Penalty 1760.232631 = -21886.144493
  nChanged 16
		SP:Iteration 2F (115473.690000 sec): 3 clusters
  Score: Raw -23723.591482 + Penalty 1760.232631 = -21963.358851
  nChanged 9
		SP:Iteration 3Q (115473.900000 sec): 3 clusters
  Score: Raw -23751.292942 + Penalty 1760.232631 = -21991.060311
  nChanged 6
		SP:Iteration 4Q (115474.050000 sec): 3 clusters
  Score: Raw -23765.709151 + Penalty 1760.232631 = -22005.476520
  nChanged 5
		SP:Iteration 5Q (115474.220000 sec): 3 clusters
  Score: Raw -23783.773373 + Penalty 1760.232631 = -22023.540743
  nChanged 5
		SP:Iteration 6Q (115474.360000 sec): 3 clusters
  Score: Raw -23820.642318 + Penalty 1760.232631 = -22060.409687
  nChanged 7
		SP:Iteration 7Q (115474.550000 sec): 3 clusters
  Score: Raw -23860.705310 + Penalty 1760.232631 = -22100.472679
  nChanged 1
		SP:Iteration 8Q (115474.700000 sec): 3 clusters
  Score: Raw -23862.814694 + Penalty 1760.232631 = -22102.582063
  nChanged 1
		SP:Iteration 9Q (115474.850000 sec): 3 clusters
  Score: Raw -23864.969336 + Penalty 1760.232631 = -22104.736705
  nChanged 3
		SP:Iteration 10Q (115475.040000 sec): 3 clusters
  Score: Raw -23877.241443 + Penalty 1760.232631 = -22117.008812
  nChanged 2
		SP:Iteration 11Q (115475.280000 sec): 3 clusters
  Score: Raw -23904.024693 + Penalty 1760.232631 = -22143.792062
  nChanged 0
		SP:Iteration 12F (115475.450000 sec): 3 clusters
  Score: Raw -23904.766943 + Penalty 1760.232631 = -22144.534313
  nChanged 1
		SP:Iteration 13Q (115475.700000 sec): 3 clusters
  Score: Raw -23932.228520 + Penalty 1760.232631 = -22171.995889
  nChanged 0
		SP:Iteration 14F (115475.890000 sec): 3 clusters
  Score: Raw -23932.228520 + Penalty 1760.232631 = -22171.995889
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115476.140000 sec): 2 clusters
  Score: Raw -3053402.890671 + Penalty 1659.354666 = -3051743.536005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115476.450000 sec): 3 clusters
  Score: Raw -3036610.700354 + Penalty 3318.709333 = -3033291.991021
  nChanged 12615
		SP:Iteration 1F (115476.750000 sec): 3 clusters
  Score: Raw -3043922.205773 + Penalty 3318.709333 = -3040603.496441
  nChanged 1634
		SP:Iteration 2F (115477.110000 sec): 3 clusters
  Score: Raw -3044659.125895 + Penalty 3318.709333 = -3041340.416562
  nChanged 1492
		SP:Iteration 3F (115477.390000 sec): 3 clusters
  Score: Raw -3045353.175008 + Penalty 3318.709333 = -3042034.465675
  nChanged 1493
		SP:Iteration 4F (115477.690000 sec): 3 clusters
  Score: Raw -3046025.265325 + Penalty 3318.709333 = -3042706.555993
  nChanged 1379
		SP:Iteration 5F (115478.030000 sec): 3 clusters
  Score: Raw -3046644.219108 + Penalty 3318.709333 = -3043325.509776
  nChanged 1263
		SP:Iteration 6Q (115478.370000 sec): 3 clusters
  Score: Raw -3047155.275899 + Penalty 3318.709333 = -3043836.566567
  nChanged 1085
		SP:Iteration 7Q (115478.740000 sec): 3 clusters
  Score: Raw -3047580.919784 + Penalty 3318.709333 = -3044262.210451
  nChanged 1028
		SP:Iteration 8Q (115479.060000 sec): 3 clusters
  Score: Raw -3047977.917333 + Penalty 3318.709333 = -3044659.208000
  nChanged 973
		SP:Iteration 9Q (115479.430000 sec): 3 clusters
  Score: Raw -3048359.998261 + Penalty 3318.709333 = -3045041.288928
  nChanged 954
		SP:Iteration 10Q (115479.730000 sec): 3 clusters
  Score: Raw -3048785.611052 + Penalty 3318.709333 = -3045466.901719
  nChanged 953
		SP:Iteration 11Q (115480.070000 sec): 3 clusters
  Score: Raw -3049245.041806 + Penalty 3318.709333 = -3045926.332473
  nChanged 873
		SP:Iteration 12Q (115480.400000 sec): 3 clusters
  Score: Raw -3049646.927545 + Penalty 3318.709333 = -3046328.218212
  nChanged 772
		SP:Iteration 13Q (115480.740000 sec): 3 clusters
  Score: Raw -3049975.831722 + Penalty 3318.709333 = -3046657.122389
  nChanged 676
		SP:Iteration 14Q (115481.030000 sec): 3 clusters
  Score: Raw -3050208.826075 + Penalty 3318.709333 = -3046890.116743
  nChanged 525
		SP:Iteration 15Q (115481.390000 sec): 3 clusters
  Score: Raw -3050359.114189 + Penalty 3318.709333 = -3047040.404856
  nChanged 379
		SP:Iteration 16Q (115481.690000 sec): 3 clusters
  Score: Raw -3050455.190776 + Penalty 3318.709333 = -3047136.481443
  nChanged 330
		SP:Iteration 17Q (115481.970000 sec): 3 clusters
  Score: Raw -3050528.419337 + Penalty 3318.709333 = -3047209.710004
  nChanged 275
		SP:Iteration 18Q (115482.310000 sec): 3 clusters
  Score: Raw -3050596.350221 + Penalty 3318.709333 = -3047277.640888
  nChanged 270
		SP:Iteration 19Q (115482.610000 sec): 3 clusters
  Score: Raw -3050656.441179 + Penalty 3318.709333 = -3047337.731846
  nChanged 225
		SP:Iteration 20F (115482.890000 sec): 3 clusters
  Score: Raw -3050703.593409 + Penalty 3318.709333 = -3047384.884076
  nChanged 222
		SP:Iteration 21Q (115483.220000 sec): 3 clusters
  Score: Raw -3050751.054677 + Penalty 3318.709333 = -3047432.345344
  nChanged 212
		SP:Iteration 22Q (115483.550000 sec): 3 clusters
  Score: Raw -3050792.646352 + Penalty 3318.709333 = -3047473.937020
  nChanged 215
		SP:Iteration 23Q (115483.920000 sec): 3 clusters
  Score: Raw -3050842.063666 + Penalty 3318.709333 = -3047523.354334
  nChanged 211
		SP:Iteration 24Q (115484.200000 sec): 3 clusters
  Score: Raw -3050894.738518 + Penalty 3318.709333 = -3047576.029185
  nChanged 237
		SP:Iteration 25Q (115484.530000 sec): 3 clusters
  Score: Raw -3050948.420337 + Penalty 3318.709333 = -3047629.711004
  nChanged 236
		SP:Iteration 26Q (115484.870000 sec): 3 clusters
  Score: Raw -3051002.502159 + Penalty 3318.709333 = -3047683.792826
  nChanged 248
		SP:Iteration 27Q (115485.210000 sec): 3 clusters
  Score: Raw -3051060.348166 + Penalty 3318.709333 = -3047741.638833
  nChanged 270
		SP:Iteration 28Q (115485.590000 sec): 3 clusters
  Score: Raw -3051128.097932 + Penalty 3318.709333 = -3047809.388599
  nChanged 282
		SP:Iteration 29Q (115485.920000 sec): 3 clusters
  Score: Raw -3051199.989452 + Penalty 3318.709333 = -3047881.280119
  nChanged 269
		SP:Iteration 30Q (115486.310000 sec): 3 clusters
  Score: Raw -3051281.385563 + Penalty 3318.709333 = -3047962.676231
  nChanged 305
		SP:Iteration 31Q (115486.660000 sec): 3 clusters
  Score: Raw -3051379.694871 + Penalty 3318.709333 = -3048060.985538
  nChanged 275
		SP:Iteration 32Q (115487.010000 sec): 3 clusters
  Score: Raw -3051466.600995 + Penalty 3318.709333 = -3048147.891662
  nChanged 296
		SP:Iteration 33Q (115487.380000 sec): 3 clusters
  Score: Raw -3051571.914440 + Penalty 3318.709333 = -3048253.205107
  nChanged 311
		SP:Iteration 34Q (115487.670000 sec): 3 clusters
  Score: Raw -3051682.705320 + Penalty 3318.709333 = -3048363.995987
  nChanged 330
		SP:Iteration 35Q (115487.970000 sec): 3 clusters
  Score: Raw -3051804.651704 + Penalty 3318.709333 = -3048485.942371
  nChanged 354
		SP:Iteration 36Q (115488.320000 sec): 3 clusters
  Score: Raw -3051941.661539 + Penalty 3318.709333 = -3048622.952206
  nChanged 360
		SP:Iteration 37Q (115488.640000 sec): 3 clusters
  Score: Raw -3052077.722088 + Penalty 3318.709333 = -3048759.012755
  nChanged 343
		SP:Iteration 38Q (115488.980000 sec): 3 clusters
  Score: Raw -3052209.011123 + Penalty 3318.709333 = -3048890.301790
  nChanged 347
		SP:Iteration 39Q (115489.290000 sec): 3 clusters
  Score: Raw -3052338.486448 + Penalty 3318.709333 = -3049019.777115
  nChanged 330
		SP:Iteration 40F (115489.570000 sec): 3 clusters
  Score: Raw -3052471.175879 + Penalty 3318.709333 = -3049152.466546
  nChanged 319
		SP:Iteration 41Q (115489.920000 sec): 3 clusters
  Score: Raw -3052606.237627 + Penalty 3318.709333 = -3049287.528294
  nChanged 312
		SP:Iteration 42Q (115490.210000 sec): 3 clusters
  Score: Raw -3052735.854722 + Penalty 3318.709333 = -3049417.145389
  nChanged 276
		SP:Iteration 43Q (115490.570000 sec): 3 clusters
  Score: Raw -3052841.203069 + Penalty 3318.709333 = -3049522.493737
  nChanged 269
		SP:Iteration 44Q (115490.940000 sec): 3 clusters
  Score: Raw -3052947.428269 + Penalty 3318.709333 = -3049628.718936
  nChanged 252
		SP:Iteration 45Q (115491.250000 sec): 3 clusters
  Score: Raw -3053046.830035 + Penalty 3318.709333 = -3049728.120702
  nChanged 250
		SP:Iteration 46Q (115491.560000 sec): 3 clusters
  Score: Raw -3053147.347149 + Penalty 3318.709333 = -3049828.637816
  nChanged 220
		SP:Iteration 47Q (115491.870000 sec): 3 clusters
  Score: Raw -3053237.572848 + Penalty 3318.709333 = -3049918.863516
  nChanged 215
		SP:Iteration 48Q (115492.210000 sec): 3 clusters
  Score: Raw -3053332.428506 + Penalty 3318.709333 = -3050013.719174
  nChanged 196
		SP:Iteration 49Q (115492.540000 sec): 3 clusters
  Score: Raw -3053421.031343 + Penalty 3318.709333 = -3050102.322010
  nChanged 190
		SP:Iteration 50Q (115492.870000 sec): 3 clusters
  Score: Raw -3053502.757691 + Penalty 3318.709333 = -3050184.048358
  nChanged 157
		SP:Iteration 51Q (115493.190000 sec): 3 clusters
  Score: Raw -3053565.584184 + Penalty 3318.709333 = -3050246.874851
  nChanged 130
		SP:Iteration 52Q (115493.500000 sec): 3 clusters
  Score: Raw -3053626.494743 + Penalty 3318.709333 = -3050307.785410
  nChanged 112
		SP:Iteration 53Q (115493.820000 sec): 3 clusters
  Score: Raw -3053672.209090 + Penalty 3318.709333 = -3050353.499757
  nChanged 93
		SP:Iteration 54Q (115494.130000 sec): 3 clusters
  Score: Raw -3053710.076880 + Penalty 3318.709333 = -3050391.367548
  nChanged 85
		SP:Iteration 55Q (115494.440000 sec): 3 clusters
  Score: Raw -3053744.055203 + Penalty 3318.709333 = -3050425.345870
  nChanged 86
		SP:Iteration 56Q (115494.770000 sec): 3 clusters
  Score: Raw -3053785.800848 + Penalty 3318.709333 = -3050467.091515
  nChanged 95
		SP:Iteration 57Q (115495.080000 sec): 3 clusters
  Score: Raw -3053836.753528 + Penalty 3318.709333 = -3050518.044195
  nChanged 82
		SP:Iteration 58Q (115495.390000 sec): 3 clusters
  Score: Raw -3053881.186669 + Penalty 3318.709333 = -3050562.477337
  nChanged 84
		SP:Iteration 59Q (115495.710000 sec): 3 clusters
  Score: Raw -3053929.861928 + Penalty 3318.709333 = -3050611.152595
  nChanged 78
		SP:Iteration 60F (115496.070000 sec): 3 clusters
  Score: Raw -3053978.659542 + Penalty 3318.709333 = -3050659.950210
  nChanged 82
		SP:Iteration 61Q (115496.390000 sec): 3 clusters
  Score: Raw -3054034.886323 + Penalty 3318.709333 = -3050716.176990
  nChanged 90
		SP:Iteration 62Q (115496.720000 sec): 3 clusters
  Score: Raw -3054100.897410 + Penalty 3318.709333 = -3050782.188077
  nChanged 80
		SP:Iteration 63Q (115497.020000 sec): 3 clusters
  Score: Raw -3054148.089269 + Penalty 3318.709333 = -3050829.379936
  nChanged 72
		SP:Iteration 64Q (115497.340000 sec): 3 clusters
  Score: Raw -3054183.739271 + Penalty 3318.709333 = -3050865.029939
  nChanged 55
		SP:Iteration 65Q (115497.660000 sec): 3 clusters
  Score: Raw -3054215.114974 + Penalty 3318.709333 = -3050896.405641
  nChanged 68
		SP:Iteration 66Q (115497.970000 sec): 3 clusters
  Score: Raw -3054244.929521 + Penalty 3318.709333 = -3050926.220188
  nChanged 45
		SP:Iteration 67Q (115498.290000 sec): 3 clusters
  Score: Raw -3054264.144538 + Penalty 3318.709333 = -3050945.435205
  nChanged 37
		SP:Iteration 68Q (115498.610000 sec): 3 clusters
  Score: Raw -3054276.960448 + Penalty 3318.709333 = -3050958.251115
  nChanged 22
		SP:Iteration 69Q (115498.930000 sec): 3 clusters
  Score: Raw -3054283.976605 + Penalty 3318.709333 = -3050965.267273
  nChanged 19
		SP:Iteration 70Q (115499.250000 sec): 3 clusters
  Score: Raw -3054289.179508 + Penalty 3318.709333 = -3050970.470175
  nChanged 13
		SP:Iteration 71Q (115499.600000 sec): 3 clusters
  Score: Raw -3054291.906768 + Penalty 3318.709333 = -3050973.197435
  nChanged 8
		SP:Iteration 72Q (115499.930000 sec): 3 clusters
  Score: Raw -3054294.216232 + Penalty 3318.709333 = -3050975.506900
  nChanged 7
		SP:Iteration 73Q (115500.280000 sec): 3 clusters
  Score: Raw -3054296.432094 + Penalty 3318.709333 = -3050977.722762
  nChanged 4
		SP:Iteration 74Q (115500.610000 sec): 3 clusters
  Score: Raw -3054298.727187 + Penalty 3318.709333 = -3050980.017854
  nChanged 8
		SP:Iteration 75Q (115500.930000 sec): 3 clusters
  Score: Raw -3054301.377322 + Penalty 3318.709333 = -3050982.667989
  nChanged 7
		SP:Iteration 76Q (115501.250000 sec): 3 clusters
  Score: Raw -3054302.972997 + Penalty 3318.709333 = -3050984.263665
  nChanged 3
		SP:Iteration 77Q (115501.510000 sec): 3 clusters
  Score: Raw -3054303.794796 + Penalty 3318.709333 = -3050985.085463
  nChanged 3
		SP:Iteration 78Q (115501.820000 sec): 3 clusters
  Score: Raw -3054305.231224 + Penalty 3318.709333 = -3050986.521891
  nChanged 4
		SP:Iteration 79Q (115502.170000 sec): 3 clusters
  Score: Raw -3054306.356729 + Penalty 3318.709333 = -3050987.647396
  nChanged 4
		SP:Iteration 80F (115502.540000 sec): 3 clusters
  Score: Raw -3054307.304679 + Penalty 3318.709333 = -3050988.595347
  nChanged 3
		SP:Iteration 81Q (115502.870000 sec): 3 clusters
  Score: Raw -3054308.382357 + Penalty 3318.709333 = -3050989.673025
  nChanged 4
		SP:Iteration 82Q (115503.240000 sec): 3 clusters
  Score: Raw -3054309.477134 + Penalty 3318.709333 = -3050990.767801
  nChanged 0
		SP:Iteration 83F (115503.600000 sec): 3 clusters
  Score: Raw -3054309.477134 + Penalty 3318.709333 = -3050990.767801
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115503.760000 sec): 2 clusters
  Score: Raw -680739.946577 + Penalty 1403.961771 = -679335.984806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115503.960000 sec): 3 clusters
  Score: Raw -677839.395179 + Penalty 2807.923542 = -675031.471637
  nChanged 2340
		SP:Iteration 1F (115504.190000 sec): 3 clusters
  Score: Raw -679200.405240 + Penalty 2807.923542 = -676392.481698
  nChanged 432
		SP:Iteration 2F (115504.400000 sec): 3 clusters
  Score: Raw -679447.894723 + Penalty 2807.923542 = -676639.971181
  nChanged 295
		SP:Iteration 3F (115504.610000 sec): 3 clusters
  Score: Raw -679604.225931 + Penalty 2807.923542 = -676796.302389
  nChanged 247
		SP:Iteration 4Q (115504.840000 sec): 3 clusters
  Score: Raw -679730.389209 + Penalty 2807.923542 = -676922.465668
  nChanged 223
		SP:Iteration 5Q (115505.030000 sec): 3 clusters
  Score: Raw -679834.765339 + Penalty 2807.923542 = -677026.841797
  nChanged 194
		SP:Iteration 6Q (115505.330000 sec): 3 clusters
  Score: Raw -679939.418562 + Penalty 2807.923542 = -677131.495020
  nChanged 183
		SP:Iteration 7Q (115505.520000 sec): 3 clusters
  Score: Raw -680035.576035 + Penalty 2807.923542 = -677227.652493
  nChanged 181
		SP:Iteration 8Q (115505.700000 sec): 3 clusters
  Score: Raw -680126.479635 + Penalty 2807.923542 = -677318.556093
  nChanged 164
		SP:Iteration 9Q (115505.840000 sec): 3 clusters
  Score: Raw -680208.133810 + Penalty 2807.923542 = -677400.210269
  nChanged 155
		SP:Iteration 10Q (115506.040000 sec): 3 clusters
  Score: Raw -680279.017625 + Penalty 2807.923542 = -677471.094083
  nChanged 123
		SP:Iteration 11Q (115506.210000 sec): 3 clusters
  Score: Raw -680334.917422 + Penalty 2807.923542 = -677526.993881
  nChanged 114
		SP:Iteration 12Q (115506.350000 sec): 3 clusters
  Score: Raw -680381.618195 + Penalty 2807.923542 = -677573.694653
  nChanged 105
		SP:Iteration 13Q (115506.530000 sec): 3 clusters
  Score: Raw -680424.140264 + Penalty 2807.923542 = -677616.216723
  nChanged 93
		SP:Iteration 14Q (115506.750000 sec): 3 clusters
  Score: Raw -680460.198482 + Penalty 2807.923542 = -677652.274940
  nChanged 94
		SP:Iteration 15Q (115506.950000 sec): 3 clusters
  Score: Raw -680500.260153 + Penalty 2807.923542 = -677692.336611
  nChanged 100
		SP:Iteration 16Q (115507.180000 sec): 3 clusters
  Score: Raw -680542.815911 + Penalty 2807.923542 = -677734.892369
  nChanged 90
		SP:Iteration 17Q (115507.360000 sec): 3 clusters
  Score: Raw -680574.522011 + Penalty 2807.923542 = -677766.598470
  nChanged 69
		SP:Iteration 18Q (115507.590000 sec): 3 clusters
  Score: Raw -680596.800336 + Penalty 2807.923542 = -677788.876794
  nChanged 65
		SP:Iteration 19Q (115507.780000 sec): 3 clusters
  Score: Raw -680615.387921 + Penalty 2807.923542 = -677807.464379
  nChanged 68
		SP:Iteration 20F (115507.970000 sec): 3 clusters
  Score: Raw -680635.140436 + Penalty 2807.923542 = -677827.216894
  nChanged 71
		SP:Iteration 21Q (115508.140000 sec): 3 clusters
  Score: Raw -680658.565326 + Penalty 2807.923542 = -677850.641784
  nChanged 62
		SP:Iteration 22Q (115508.360000 sec): 3 clusters
  Score: Raw -680683.020195 + Penalty 2807.923542 = -677875.096653
  nChanged 74
		SP:Iteration 23Q (115508.540000 sec): 3 clusters
  Score: Raw -680709.880604 + Penalty 2807.923542 = -677901.957062
  nChanged 84
		SP:Iteration 24Q (115508.750000 sec): 3 clusters
  Score: Raw -680737.962225 + Penalty 2807.923542 = -677930.038683
  nChanged 79
		SP:Iteration 25Q (115508.980000 sec): 3 clusters
  Score: Raw -680762.675222 + Penalty 2807.923542 = -677954.751681
  nChanged 63
		SP:Iteration 26Q (115509.160000 sec): 3 clusters
  Score: Raw -680783.512218 + Penalty 2807.923542 = -677975.588676
  nChanged 64
		SP:Iteration 27Q (115509.420000 sec): 3 clusters
  Score: Raw -680801.229117 + Penalty 2807.923542 = -677993.305576
  nChanged 57
		SP:Iteration 28Q (115509.660000 sec): 3 clusters
  Score: Raw -680819.143607 + Penalty 2807.923542 = -678011.220065
  nChanged 52
		SP:Iteration 29Q (115509.870000 sec): 3 clusters
  Score: Raw -680831.823551 + Penalty 2807.923542 = -678023.900010
  nChanged 30
		SP:Iteration 30Q (115510.120000 sec): 3 clusters
  Score: Raw -680837.366150 + Penalty 2807.923542 = -678029.442608
  nChanged 26
		SP:Iteration 31Q (115510.390000 sec): 3 clusters
  Score: Raw -680841.867516 + Penalty 2807.923542 = -678033.943974
  nChanged 22
		SP:Iteration 32Q (115510.630000 sec): 3 clusters
  Score: Raw -680845.921841 + Penalty 2807.923542 = -678037.998299
  nChanged 25
		SP:Iteration 33Q (115510.890000 sec): 3 clusters
  Score: Raw -680850.828568 + Penalty 2807.923542 = -678042.905026
  nChanged 28
		SP:Iteration 34Q (115511.080000 sec): 3 clusters
  Score: Raw -680857.426921 + Penalty 2807.923542 = -678049.503379
  nChanged 24
		SP:Iteration 35Q (115511.320000 sec): 3 clusters
  Score: Raw -680862.465191 + Penalty 2807.923542 = -678054.541649
  nChanged 20
		SP:Iteration 36Q (115511.500000 sec): 3 clusters
  Score: Raw -680865.801598 + Penalty 2807.923542 = -678057.878057
  nChanged 18
		SP:Iteration 37Q (115511.730000 sec): 3 clusters
  Score: Raw -680868.528967 + Penalty 2807.923542 = -678060.605425
  nChanged 20
		SP:Iteration 38Q (115511.860000 sec): 3 clusters
  Score: Raw -680872.942164 + Penalty 2807.923542 = -678065.018623
  nChanged 22
		SP:Iteration 39Q (115512.010000 sec): 3 clusters
  Score: Raw -680879.180503 + Penalty 2807.923542 = -678071.256961
  nChanged 34
		SP:Iteration 40F (115512.240000 sec): 3 clusters
  Score: Raw -680889.010367 + Penalty 2807.923542 = -678081.086826
  nChanged 37
		SP:Iteration 41Q (115512.480000 sec): 3 clusters
  Score: Raw -680899.273458 + Penalty 2807.923542 = -678091.349916
  nChanged 26
		SP:Iteration 42Q (115512.680000 sec): 3 clusters
  Score: Raw -680908.133260 + Penalty 2807.923542 = -678100.209718
  nChanged 37
		SP:Iteration 43Q (115512.870000 sec): 3 clusters
  Score: Raw -680918.546553 + Penalty 2807.923542 = -678110.623012
  nChanged 25
		SP:Iteration 44Q (115513.120000 sec): 3 clusters
  Score: Raw -680925.642463 + Penalty 2807.923542 = -678117.718921
  nChanged 29
		SP:Iteration 45Q (115513.310000 sec): 3 clusters
  Score: Raw -680932.509046 + Penalty 2807.923542 = -678124.585504
  nChanged 23
		SP:Iteration 46Q (115513.550000 sec): 3 clusters
  Score: Raw -680938.757715 + Penalty 2807.923542 = -678130.834173
  nChanged 24
		SP:Iteration 47Q (115513.770000 sec): 3 clusters
  Score: Raw -680944.230413 + Penalty 2807.923542 = -678136.306871
  nChanged 19
		SP:Iteration 48Q (115514.000000 sec): 3 clusters
  Score: Raw -680948.825336 + Penalty 2807.923542 = -678140.901794
  nChanged 20
		SP:Iteration 49Q (115514.250000 sec): 3 clusters
  Score: Raw -680953.769330 + Penalty 2807.923542 = -678145.845788
  nChanged 23
		SP:Iteration 50Q (115514.480000 sec): 3 clusters
  Score: Raw -680958.829053 + Penalty 2807.923542 = -678150.905511
  nChanged 24
		SP:Iteration 51Q (115514.680000 sec): 3 clusters
  Score: Raw -680963.924117 + Penalty 2807.923542 = -678156.000576
  nChanged 23
		SP:Iteration 52Q (115514.860000 sec): 3 clusters
  Score: Raw -680968.186668 + Penalty 2807.923542 = -678160.263126
  nChanged 13
		SP:Iteration 53Q (115515.060000 sec): 3 clusters
  Score: Raw -680971.432685 + Penalty 2807.923542 = -678163.509144
  nChanged 13
		SP:Iteration 54Q (115515.270000 sec): 3 clusters
  Score: Raw -680974.684486 + Penalty 2807.923542 = -678166.760944
  nChanged 17
		SP:Iteration 55Q (115515.510000 sec): 3 clusters
  Score: Raw -680978.473190 + Penalty 2807.923542 = -678170.549649
  nChanged 13
		SP:Iteration 56Q (115515.690000 sec): 3 clusters
  Score: Raw -680980.626874 + Penalty 2807.923542 = -678172.703332
  nChanged 13
		SP:Iteration 57Q (115515.900000 sec): 3 clusters
  Score: Raw -680982.875134 + Penalty 2807.923542 = -678174.951593
  nChanged 7
		SP:Iteration 58Q (115516.140000 sec): 3 clusters
  Score: Raw -680984.320360 + Penalty 2807.923542 = -678176.396818
  nChanged 9
		SP:Iteration 59Q (115516.360000 sec): 3 clusters
  Score: Raw -680986.344847 + Penalty 2807.923542 = -678178.421305
  nChanged 10
		SP:Iteration 60F (115516.580000 sec): 3 clusters
  Score: Raw -680987.705639 + Penalty 2807.923542 = -678179.782098
  nChanged 8
		SP:Iteration 61Q (115516.750000 sec): 3 clusters
  Score: Raw -680989.784317 + Penalty 2807.923542 = -678181.860775
  nChanged 14
		SP:Iteration 62Q (115516.940000 sec): 3 clusters
  Score: Raw -680992.972738 + Penalty 2807.923542 = -678185.049196
  nChanged 16
		SP:Iteration 63Q (115517.160000 sec): 3 clusters
  Score: Raw -680996.558725 + Penalty 2807.923542 = -678188.635183
  nChanged 17
		SP:Iteration 64Q (115517.380000 sec): 3 clusters
  Score: Raw -681000.751543 + Penalty 2807.923542 = -678192.828002
  nChanged 18
		SP:Iteration 65Q (115517.640000 sec): 3 clusters
  Score: Raw -681004.452776 + Penalty 2807.923542 = -678196.529235
  nChanged 16
		SP:Iteration 66Q (115517.830000 sec): 3 clusters
  Score: Raw -681008.043690 + Penalty 2807.923542 = -678200.120149
  nChanged 14
		SP:Iteration 67Q (115518.060000 sec): 3 clusters
  Score: Raw -681010.771640 + Penalty 2807.923542 = -678202.848098
  nChanged 8
		SP:Iteration 68Q (115518.230000 sec): 3 clusters
  Score: Raw -681012.913646 + Penalty 2807.923542 = -678204.990105
  nChanged 17
		SP:Iteration 69Q (115518.480000 sec): 3 clusters
  Score: Raw -681016.732522 + Penalty 2807.923542 = -678208.808981
  nChanged 14
		SP:Iteration 70Q (115518.690000 sec): 3 clusters
  Score: Raw -681019.328953 + Penalty 2807.923542 = -678211.405411
  nChanged 13
		SP:Iteration 71Q (115518.920000 sec): 3 clusters
  Score: Raw -681022.123460 + Penalty 2807.923542 = -678214.199918
  nChanged 10
		SP:Iteration 72Q (115519.120000 sec): 3 clusters
  Score: Raw -681023.964431 + Penalty 2807.923542 = -678216.040890
  nChanged 9
		SP:Iteration 73Q (115519.340000 sec): 3 clusters
  Score: Raw -681026.310011 + Penalty 2807.923542 = -678218.386469
  nChanged 7
		SP:Iteration 74Q (115519.460000 sec): 3 clusters
  Score: Raw -681027.656099 + Penalty 2807.923542 = -678219.732557
  nChanged 3
		SP:Iteration 75Q (115519.700000 sec): 3 clusters
  Score: Raw -681027.833677 + Penalty 2807.923542 = -678219.910135
  nChanged 3
		SP:Iteration 76Q (115519.870000 sec): 3 clusters
  Score: Raw -681028.276367 + Penalty 2807.923542 = -678220.352826
  nChanged 3
		SP:Iteration 77Q (115520.080000 sec): 3 clusters
  Score: Raw -681029.141023 + Penalty 2807.923542 = -678221.217481
  nChanged 5
		SP:Iteration 78Q (115520.290000 sec): 3 clusters
  Score: Raw -681030.380383 + Penalty 2807.923542 = -678222.456841
  nChanged 2
		SP:Iteration 79Q (115520.520000 sec): 3 clusters
  Score: Raw -681031.364808 + Penalty 2807.923542 = -678223.441266
  nChanged 4
		SP:Iteration 80F (115520.740000 sec): 3 clusters
  Score: Raw -681032.012144 + Penalty 2807.923542 = -678224.088603
  nChanged 4
		SP:Iteration 81Q (115520.990000 sec): 3 clusters
  Score: Raw -681033.065576 + Penalty 2807.923542 = -678225.142035
  nChanged 6
		SP:Iteration 82Q (115521.200000 sec): 3 clusters
  Score: Raw -681034.549614 + Penalty 2807.923542 = -678226.626073
  nChanged 8
		SP:Iteration 83Q (115521.400000 sec): 3 clusters
  Score: Raw -681036.398789 + Penalty 2807.923542 = -678228.475247
  nChanged 12
		SP:Iteration 84Q (115521.620000 sec): 3 clusters
  Score: Raw -681039.932616 + Penalty 2807.923542 = -678232.009075
  nChanged 18
		SP:Iteration 85Q (115521.840000 sec): 3 clusters
  Score: Raw -681044.958134 + Penalty 2807.923542 = -678237.034592
  nChanged 19
		SP:Iteration 86Q (115522.040000 sec): 3 clusters
  Score: Raw -681049.743728 + Penalty 2807.923542 = -678241.820186
  nChanged 7
		SP:Iteration 87Q (115522.240000 sec): 3 clusters
  Score: Raw -681051.516601 + Penalty 2807.923542 = -678243.593060
  nChanged 8
		SP:Iteration 88Q (115522.440000 sec): 3 clusters
  Score: Raw -681053.724798 + Penalty 2807.923542 = -678245.801256
  nChanged 7
		SP:Iteration 89Q (115522.610000 sec): 3 clusters
  Score: Raw -681054.857964 + Penalty 2807.923542 = -678246.934422
  nChanged 9
		SP:Iteration 90Q (115522.820000 sec): 3 clusters
  Score: Raw -681056.463874 + Penalty 2807.923542 = -678248.540332
  nChanged 6
		SP:Iteration 91Q (115523.020000 sec): 3 clusters
  Score: Raw -681057.605845 + Penalty 2807.923542 = -678249.682304
  nChanged 4
		SP:Iteration 92Q (115523.240000 sec): 3 clusters
  Score: Raw -681058.461599 + Penalty 2807.923542 = -678250.538057
  nChanged 5
		SP:Iteration 93Q (115523.480000 sec): 3 clusters
  Score: Raw -681059.609105 + Penalty 2807.923542 = -678251.685563
  nChanged 7
		SP:Iteration 94Q (115523.680000 sec): 3 clusters
  Score: Raw -681061.880631 + Penalty 2807.923542 = -678253.957089
  nChanged 10
		SP:Iteration 95Q (115523.880000 sec): 3 clusters
  Score: Raw -681064.476045 + Penalty 2807.923542 = -678256.552503
  nChanged 9
		SP:Iteration 96Q (115524.060000 sec): 3 clusters
  Score: Raw -681067.243462 + Penalty 2807.923542 = -678259.319920
  nChanged 10
		SP:Iteration 97Q (115524.300000 sec): 3 clusters
  Score: Raw -681069.622144 + Penalty 2807.923542 = -678261.698603
  nChanged 7
		SP:Iteration 98Q (115524.480000 sec): 3 clusters
  Score: Raw -681070.804565 + Penalty 2807.923542 = -678262.881024
  nChanged 6
		SP:Iteration 99Q (115524.670000 sec): 3 clusters
  Score: Raw -681071.774327 + Penalty 2807.923542 = -678263.850785
  nChanged 8
		SP:Iteration 100F (115524.830000 sec): 3 clusters
  Score: Raw -681073.651755 + Penalty 2807.923542 = -678265.728214
  nChanged 12
		SP:Iteration 101Q (115525.040000 sec): 3 clusters
  Score: Raw -681076.030886 + Penalty 2807.923542 = -678268.107344
  nChanged 13
		SP:Iteration 102Q (115525.200000 sec): 3 clusters
  Score: Raw -681080.403286 + Penalty 2807.923542 = -678272.479744
  nChanged 23
		SP:Iteration 103Q (115525.410000 sec): 3 clusters
  Score: Raw -681086.927876 + Penalty 2807.923542 = -678279.004334
  nChanged 19
		SP:Iteration 104Q (115525.600000 sec): 3 clusters
  Score: Raw -681092.566083 + Penalty 2807.923542 = -678284.642542
  nChanged 9
		SP:Iteration 105Q (115525.800000 sec): 3 clusters
  Score: Raw -681094.686658 + Penalty 2807.923542 = -678286.763116
  nChanged 10
		SP:Iteration 106Q (115526.010000 sec): 3 clusters
  Score: Raw -681097.959202 + Penalty 2807.923542 = -678290.035661
  nChanged 16
		SP:Iteration 107Q (115526.190000 sec): 3 clusters
  Score: Raw -681102.464010 + Penalty 2807.923542 = -678294.540468
  nChanged 15
		SP:Iteration 108Q (115526.350000 sec): 3 clusters
  Score: Raw -681107.638519 + Penalty 2807.923542 = -678299.714977
  nChanged 19
		SP:Iteration 109Q (115526.570000 sec): 3 clusters
  Score: Raw -681114.373438 + Penalty 2807.923542 = -678306.449896
  nChanged 16
		SP:Iteration 110Q (115526.720000 sec): 3 clusters
  Score: Raw -681117.821578 + Penalty 2807.923542 = -678309.898037
  nChanged 14
		SP:Iteration 111Q (115526.950000 sec): 3 clusters
  Score: Raw -681122.649454 + Penalty 2807.923542 = -678314.725912
  nChanged 16
		SP:Iteration 112Q (115527.190000 sec): 3 clusters
  Score: Raw -681131.013752 + Penalty 2807.923542 = -678323.090210
  nChanged 18
		SP:Iteration 113Q (115527.410000 sec): 3 clusters
  Score: Raw -681137.448233 + Penalty 2807.923542 = -678329.524691
  nChanged 18
		SP:Iteration 114Q (115527.640000 sec): 3 clusters
  Score: Raw -681142.133385 + Penalty 2807.923542 = -678334.209844
  nChanged 12
		SP:Iteration 115Q (115527.870000 sec): 3 clusters
  Score: Raw -681145.810192 + Penalty 2807.923542 = -678337.886651
  nChanged 11
		SP:Iteration 116Q (115528.090000 sec): 3 clusters
  Score: Raw -681150.120735 + Penalty 2807.923542 = -678342.197193
  nChanged 12
		SP:Iteration 117Q (115528.270000 sec): 3 clusters
  Score: Raw -681154.563047 + Penalty 2807.923542 = -678346.639506
  nChanged 11
		SP:Iteration 118Q (115528.520000 sec): 3 clusters
  Score: Raw -681157.207422 + Penalty 2807.923542 = -678349.283880
  nChanged 9
		SP:Iteration 119Q (115528.710000 sec): 3 clusters
  Score: Raw -681159.487460 + Penalty 2807.923542 = -678351.563918
  nChanged 5
		SP:Iteration 120F (115528.920000 sec): 3 clusters
  Score: Raw -681160.583602 + Penalty 2807.923542 = -678352.660060
  nChanged 1
		SP:Iteration 121Q (115529.110000 sec): 3 clusters
  Score: Raw -681160.902633 + Penalty 2807.923542 = -678352.979091
  nChanged 0
		SP:Iteration 122F (115529.310000 sec): 3 clusters
  Score: Raw -681160.902633 + Penalty 2807.923542 = -678352.979091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115529.390000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115529.560000 sec): 3 clusters
  Score: Raw -23041.588216 + Penalty 1770.189646 = -21271.398570
  nChanged 43
		SP:Iteration 1F (115529.740000 sec): 3 clusters
  Score: Raw -23161.621588 + Penalty 1770.189646 = -21391.431942
  nChanged 17
		SP:Iteration 2F (115529.930000 sec): 3 clusters
  Score: Raw -23244.616461 + Penalty 1770.189646 = -21474.426815
  nChanged 10
		SP:Iteration 3Q (115530.110000 sec): 3 clusters
  Score: Raw -23303.927763 + Penalty 1770.189646 = -21533.738117
  nChanged 4
		SP:Iteration 4Q (115530.330000 sec): 3 clusters
  Score: Raw -23326.621330 + Penalty 1770.189646 = -21556.431685
  nChanged 3
		SP:Iteration 5Q (115530.500000 sec): 3 clusters
  Score: Raw -23339.691258 + Penalty 1770.189646 = -21569.501612
  nChanged 3
		SP:Iteration 6Q (115530.690000 sec): 3 clusters
  Score: Raw -23352.077530 + Penalty 1770.189646 = -21581.887884
  nChanged 6
		SP:Iteration 7Q (115530.850000 sec): 3 clusters
  Score: Raw -23374.765841 + Penalty 1770.189646 = -21604.576195
  nChanged 5
		SP:Iteration 8Q (115531.030000 sec): 3 clusters
  Score: Raw -23394.633005 + Penalty 1770.189646 = -21624.443360
  nChanged 1
		SP:Iteration 9Q (115531.190000 sec): 3 clusters
  Score: Raw -23399.117823 + Penalty 1770.189646 = -21628.928177
  nChanged 0
		SP:Iteration 10F (115531.430000 sec): 3 clusters
  Score: Raw -23399.117823 + Penalty 1770.189646 = -21628.928177
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115531.580000 sec): 2 clusters
  Score: Raw -1765280.217303 + Penalty 1559.053142 = -1763721.164161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115531.850000 sec): 3 clusters
  Score: Raw -1756655.011563 + Penalty 3118.106283 = -1753536.905279
  nChanged 6535
		SP:Iteration 1F (115532.150000 sec): 3 clusters
  Score: Raw -1760256.926764 + Penalty 3118.106283 = -1757138.820481
  nChanged 846
		SP:Iteration 2F (115532.360000 sec): 3 clusters
  Score: Raw -1760638.899468 + Penalty 3118.106283 = -1757520.793185
  nChanged 837
		SP:Iteration 3F (115532.660000 sec): 3 clusters
  Score: Raw -1761011.446561 + Penalty 3118.106283 = -1757893.340277
  nChanged 747
		SP:Iteration 4F (115532.950000 sec): 3 clusters
  Score: Raw -1761355.700659 + Penalty 3118.106283 = -1758237.594375
  nChanged 720
		SP:Iteration 5Q (115533.280000 sec): 3 clusters
  Score: Raw -1761712.237948 + Penalty 3118.106283 = -1758594.131664
  nChanged 709
		SP:Iteration 6Q (115533.490000 sec): 3 clusters
  Score: Raw -1762114.992294 + Penalty 3118.106283 = -1758996.886011
  nChanged 761
		SP:Iteration 7F (115533.790000 sec): 3 clusters
  Score: Raw -1762567.041973 + Penalty 3118.106283 = -1759448.935690
  nChanged 738
		SP:Iteration 8F (115534.020000 sec): 3 clusters
  Score: Raw -1763072.305811 + Penalty 3118.106283 = -1759954.199528
  nChanged 733
		SP:Iteration 9Q (115534.290000 sec): 3 clusters
  Score: Raw -1763577.074066 + Penalty 3118.106283 = -1760458.967783
  nChanged 623
		SP:Iteration 10Q (115534.560000 sec): 3 clusters
  Score: Raw -1764011.796686 + Penalty 3118.106283 = -1760893.690403
  nChanged 543
		SP:Iteration 11Q (115534.840000 sec): 3 clusters
  Score: Raw -1764389.502771 + Penalty 3118.106283 = -1761271.396488
  nChanged 415
		SP:Iteration 12Q (115535.120000 sec): 3 clusters
  Score: Raw -1764650.927671 + Penalty 3118.106283 = -1761532.821387
  nChanged 336
		SP:Iteration 13Q (115535.340000 sec): 3 clusters
  Score: Raw -1764896.743610 + Penalty 3118.106283 = -1761778.637326
  nChanged 295
		SP:Iteration 14Q (115535.570000 sec): 3 clusters
  Score: Raw -1765094.775328 + Penalty 3118.106283 = -1761976.669045
  nChanged 206
		SP:Iteration 15Q (115535.820000 sec): 3 clusters
  Score: Raw -1765205.332491 + Penalty 3118.106283 = -1762087.226208
  nChanged 149
		SP:Iteration 16Q (115536.040000 sec): 3 clusters
  Score: Raw -1765278.851785 + Penalty 3118.106283 = -1762160.745502
  nChanged 138
		SP:Iteration 17Q (115536.310000 sec): 3 clusters
  Score: Raw -1765348.615042 + Penalty 3118.106283 = -1762230.508758
  nChanged 113
		SP:Iteration 18Q (115536.540000 sec): 3 clusters
  Score: Raw -1765400.877531 + Penalty 3118.106283 = -1762282.771247
  nChanged 90
		SP:Iteration 19Q (115536.800000 sec): 3 clusters
  Score: Raw -1765440.899502 + Penalty 3118.106283 = -1762322.793218
  nChanged 81
		SP:Iteration 20F (115537.100000 sec): 3 clusters
  Score: Raw -1765478.639373 + Penalty 3118.106283 = -1762360.533090
  nChanged 64
		SP:Iteration 21Q (115537.340000 sec): 3 clusters
  Score: Raw -1765505.771196 + Penalty 3118.106283 = -1762387.664912
  nChanged 46
		SP:Iteration 22Q (115537.590000 sec): 3 clusters
  Score: Raw -1765523.789759 + Penalty 3118.106283 = -1762405.683475
  nChanged 31
		SP:Iteration 23Q (115537.870000 sec): 3 clusters
  Score: Raw -1765536.484431 + Penalty 3118.106283 = -1762418.378148
  nChanged 31
		SP:Iteration 24Q (115538.110000 sec): 3 clusters
  Score: Raw -1765547.009110 + Penalty 3118.106283 = -1762428.902827
  nChanged 24
		SP:Iteration 25Q (115538.330000 sec): 3 clusters
  Score: Raw -1765554.794814 + Penalty 3118.106283 = -1762436.688530
  nChanged 22
		SP:Iteration 26Q (115538.600000 sec): 3 clusters
  Score: Raw -1765560.494454 + Penalty 3118.106283 = -1762442.388170
  nChanged 19
		SP:Iteration 27Q (115538.860000 sec): 3 clusters
  Score: Raw -1765565.042942 + Penalty 3118.106283 = -1762446.936658
  nChanged 13
		SP:Iteration 28Q (115539.110000 sec): 3 clusters
  Score: Raw -1765567.749390 + Penalty 3118.106283 = -1762449.643107
  nChanged 7
		SP:Iteration 29Q (115539.380000 sec): 3 clusters
  Score: Raw -1765569.181334 + Penalty 3118.106283 = -1762451.075050
  nChanged 7
		SP:Iteration 30Q (115539.580000 sec): 3 clusters
  Score: Raw -1765570.650522 + Penalty 3118.106283 = -1762452.544239
  nChanged 10
		SP:Iteration 31Q (115539.830000 sec): 3 clusters
  Score: Raw -1765573.028994 + Penalty 3118.106283 = -1762454.922710
  nChanged 10
		SP:Iteration 32Q (115540.050000 sec): 3 clusters
  Score: Raw -1765574.983488 + Penalty 3118.106283 = -1762456.877205
  nChanged 7
		SP:Iteration 33Q (115540.330000 sec): 3 clusters
  Score: Raw -1765577.035092 + Penalty 3118.106283 = -1762458.928809
  nChanged 10
		SP:Iteration 34Q (115540.600000 sec): 3 clusters
  Score: Raw -1765579.655499 + Penalty 3118.106283 = -1762461.549215
  nChanged 9
		SP:Iteration 35Q (115540.870000 sec): 3 clusters
  Score: Raw -1765582.061425 + Penalty 3118.106283 = -1762463.955141
  nChanged 7
		SP:Iteration 36Q (115541.110000 sec): 3 clusters
  Score: Raw -1765583.792129 + Penalty 3118.106283 = -1762465.685845
  nChanged 6
		SP:Iteration 37Q (115541.340000 sec): 3 clusters
  Score: Raw -1765585.393780 + Penalty 3118.106283 = -1762467.287496
  nChanged 2
		SP:Iteration 38Q (115541.590000 sec): 3 clusters
  Score: Raw -1765586.314784 + Penalty 3118.106283 = -1762468.208501
  nChanged 3
		SP:Iteration 39Q (115541.850000 sec): 3 clusters
  Score: Raw -1765587.788462 + Penalty 3118.106283 = -1762469.682178
  nChanged 8
		SP:Iteration 40F (115542.110000 sec): 3 clusters
  Score: Raw -1765591.226136 + Penalty 3118.106283 = -1762473.119853
  nChanged 9
		SP:Iteration 41Q (115542.300000 sec): 3 clusters
  Score: Raw -1765594.311284 + Penalty 3118.106283 = -1762476.205001
  nChanged 4
		SP:Iteration 42Q (115542.550000 sec): 3 clusters
  Score: Raw -1765595.696596 + Penalty 3118.106283 = -1762477.590312
  nChanged 2
		SP:Iteration 43Q (115542.840000 sec): 3 clusters
  Score: Raw -1765596.010928 + Penalty 3118.106283 = -1762477.904644
  nChanged 0
		SP:Iteration 44F (115543.100000 sec): 3 clusters
  Score: Raw -1765596.010928 + Penalty 3118.106283 = -1762477.904644
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115543.290000 sec): 2 clusters
  Score: Raw -948111.991316 + Penalty 1461.875441 = -946650.115875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115543.490000 sec): 3 clusters
  Score: Raw -943651.146808 + Penalty 2923.750883 = -940727.395925
  nChanged 3400
		SP:Iteration 1F (115543.720000 sec): 3 clusters
  Score: Raw -945544.542124 + Penalty 2923.750883 = -942620.791241
  nChanged 549
		SP:Iteration 2F (115543.920000 sec): 3 clusters
  Score: Raw -945849.725814 + Penalty 2923.750883 = -942925.974931
  nChanged 488
		SP:Iteration 3F (115544.160000 sec): 3 clusters
  Score: Raw -946137.971534 + Penalty 2923.750883 = -943214.220651
  nChanged 457
		SP:Iteration 4F (115544.370000 sec): 3 clusters
  Score: Raw -946446.946316 + Penalty 2923.750883 = -943523.195434
  nChanged 511
		SP:Iteration 5F (115544.580000 sec): 3 clusters
  Score: Raw -946844.581843 + Penalty 2923.750883 = -943920.830960
  nChanged 453
		SP:Iteration 6F (115544.850000 sec): 3 clusters
  Score: Raw -947239.361521 + Penalty 2923.750883 = -944315.610638
  nChanged 379
		SP:Iteration 7Q (115545.090000 sec): 3 clusters
  Score: Raw -947576.653302 + Penalty 2923.750883 = -944652.902419
  nChanged 282
		SP:Iteration 8Q (115545.280000 sec): 3 clusters
  Score: Raw -947808.928967 + Penalty 2923.750883 = -944885.178085
  nChanged 186
		SP:Iteration 9Q (115545.500000 sec): 3 clusters
  Score: Raw -947988.868968 + Penalty 2923.750883 = -945065.118085
  nChanged 152
		SP:Iteration 10Q (115545.730000 sec): 3 clusters
  Score: Raw -948137.290652 + Penalty 2923.750883 = -945213.539769
  nChanged 97
		SP:Iteration 11Q (115545.950000 sec): 3 clusters
  Score: Raw -948212.365872 + Penalty 2923.750883 = -945288.614989
  nChanged 69
		SP:Iteration 12Q (115546.190000 sec): 3 clusters
  Score: Raw -948260.038824 + Penalty 2923.750883 = -945336.287942
  nChanged 55
		SP:Iteration 13Q (115546.350000 sec): 3 clusters
  Score: Raw -948301.862540 + Penalty 2923.750883 = -945378.111658
  nChanged 43
		SP:Iteration 14Q (115546.580000 sec): 3 clusters
  Score: Raw -948334.043149 + Penalty 2923.750883 = -945410.292267
  nChanged 34
		SP:Iteration 15Q (115546.840000 sec): 3 clusters
  Score: Raw -948365.815417 + Penalty 2923.750883 = -945442.064534
  nChanged 40
		SP:Iteration 16Q (115547.020000 sec): 3 clusters
  Score: Raw -948400.127854 + Penalty 2923.750883 = -945476.376972
  nChanged 33
		SP:Iteration 17Q (115547.230000 sec): 3 clusters
  Score: Raw -948423.337533 + Penalty 2923.750883 = -945499.586650
  nChanged 18
		SP:Iteration 18Q (115547.470000 sec): 3 clusters
  Score: Raw -948436.385986 + Penalty 2923.750883 = -945512.635103
  nChanged 9
		SP:Iteration 19Q (115547.690000 sec): 3 clusters
  Score: Raw -948442.025956 + Penalty 2923.750883 = -945518.275073
  nChanged 5
		SP:Iteration 20F (115547.910000 sec): 3 clusters
  Score: Raw -948444.057003 + Penalty 2923.750883 = -945520.306120
  nChanged 2
		SP:Iteration 21Q (115548.130000 sec): 3 clusters
  Score: Raw -948444.997731 + Penalty 2923.750883 = -945521.246848
  nChanged 3
		SP:Iteration 22Q (115548.380000 sec): 3 clusters
  Score: Raw -948447.241226 + Penalty 2923.750883 = -945523.490343
  nChanged 5
		SP:Iteration 23Q (115548.600000 sec): 3 clusters
  Score: Raw -948449.409022 + Penalty 2923.750883 = -945525.658139
  nChanged 4
		SP:Iteration 24Q (115548.800000 sec): 3 clusters
  Score: Raw -948451.766597 + Penalty 2923.750883 = -945528.015715
  nChanged 5
		SP:Iteration 25Q (115549.070000 sec): 3 clusters
  Score: Raw -948455.578410 + Penalty 2923.750883 = -945531.827528
  nChanged 9
		SP:Iteration 26Q (115549.270000 sec): 3 clusters
  Score: Raw -948462.879208 + Penalty 2923.750883 = -945539.128326
  nChanged 10
		SP:Iteration 27Q (115549.520000 sec): 3 clusters
  Score: Raw -948469.813491 + Penalty 2923.750883 = -945546.062608
  nChanged 10
		SP:Iteration 28Q (115549.770000 sec): 3 clusters
  Score: Raw -948475.401449 + Penalty 2923.750883 = -945551.650566
  nChanged 9
		SP:Iteration 29Q (115549.990000 sec): 3 clusters
  Score: Raw -948481.406020 + Penalty 2923.750883 = -945557.655138
  nChanged 9
		SP:Iteration 30Q (115550.240000 sec): 3 clusters
  Score: Raw -948487.901650 + Penalty 2923.750883 = -945564.150768
  nChanged 11
		SP:Iteration 31Q (115550.490000 sec): 3 clusters
  Score: Raw -948492.656973 + Penalty 2923.750883 = -945568.906091
  nChanged 7
		SP:Iteration 32Q (115550.650000 sec): 3 clusters
  Score: Raw -948497.105750 + Penalty 2923.750883 = -945573.354867
  nChanged 3
		SP:Iteration 33Q (115550.920000 sec): 3 clusters
  Score: Raw -948498.426256 + Penalty 2923.750883 = -945574.675373
  nChanged 2
		SP:Iteration 34Q (115551.160000 sec): 3 clusters
  Score: Raw -948499.407846 + Penalty 2923.750883 = -945575.656964
  nChanged 2
		SP:Iteration 35Q (115551.370000 sec): 3 clusters
  Score: Raw -948501.286043 + Penalty 2923.750883 = -945577.535161
  nChanged 0
		SP:Iteration 36F (115551.590000 sec): 3 clusters
  Score: Raw -948501.286043 + Penalty 2923.750883 = -945577.535161
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115551.700000 sec): 2 clusters
  Score: Raw -935021.162486 + Penalty 1461.411760 = -933559.750726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115552.010000 sec): 3 clusters
  Score: Raw -930534.355238 + Penalty 2922.823520 = -927611.531718
  nChanged 3422
		SP:Iteration 1F (115552.190000 sec): 3 clusters
  Score: Raw -932325.988783 + Penalty 2922.823520 = -929403.165263
  nChanged 530
		SP:Iteration 2F (115552.390000 sec): 3 clusters
  Score: Raw -932568.100238 + Penalty 2922.823520 = -929645.276718
  nChanged 449
		SP:Iteration 3F (115552.650000 sec): 3 clusters
  Score: Raw -932813.123669 + Penalty 2922.823520 = -929890.300149
  nChanged 408
		SP:Iteration 4F (115552.840000 sec): 3 clusters
  Score: Raw -933029.367442 + Penalty 2922.823520 = -930106.543922
  nChanged 369
		SP:Iteration 5Q (115553.050000 sec): 3 clusters
  Score: Raw -933229.962261 + Penalty 2922.823520 = -930307.138741
  nChanged 365
		SP:Iteration 6Q (115553.240000 sec): 3 clusters
  Score: Raw -933421.647389 + Penalty 2922.823520 = -930498.823869
  nChanged 310
		SP:Iteration 7Q (115553.510000 sec): 3 clusters
  Score: Raw -933564.116549 + Penalty 2922.823520 = -930641.293028
  nChanged 276
		SP:Iteration 8Q (115553.750000 sec): 3 clusters
  Score: Raw -933694.175831 + Penalty 2922.823520 = -930771.352311
  nChanged 276
		SP:Iteration 9Q (115554.020000 sec): 3 clusters
  Score: Raw -933827.547879 + Penalty 2922.823520 = -930904.724359
  nChanged 249
		SP:Iteration 10Q (115554.260000 sec): 3 clusters
  Score: Raw -933956.361324 + Penalty 2922.823520 = -931033.537804
  nChanged 245
		SP:Iteration 11Q (115554.520000 sec): 3 clusters
  Score: Raw -934067.798137 + Penalty 2922.823520 = -931144.974617
  nChanged 211
		SP:Iteration 12Q (115554.760000 sec): 3 clusters
  Score: Raw -934158.690835 + Penalty 2922.823520 = -931235.867315
  nChanged 193
		SP:Iteration 13Q (115554.950000 sec): 3 clusters
  Score: Raw -934234.132426 + Penalty 2922.823520 = -931311.308905
  nChanged 158
		SP:Iteration 14Q (115555.180000 sec): 3 clusters
  Score: Raw -934295.627092 + Penalty 2922.823520 = -931372.803572
  nChanged 144
		SP:Iteration 15Q (115555.410000 sec): 3 clusters
  Score: Raw -934350.705606 + Penalty 2922.823520 = -931427.882086
  nChanged 138
		SP:Iteration 16Q (115555.660000 sec): 3 clusters
  Score: Raw -934400.877570 + Penalty 2922.823520 = -931478.054050
  nChanged 114
		SP:Iteration 17Q (115555.880000 sec): 3 clusters
  Score: Raw -934440.342140 + Penalty 2922.823520 = -931517.518619
  nChanged 108
		SP:Iteration 18Q (115556.140000 sec): 3 clusters
  Score: Raw -934482.801628 + Penalty 2922.823520 = -931559.978108
  nChanged 105
		SP:Iteration 19Q (115556.330000 sec): 3 clusters
  Score: Raw -934518.271902 + Penalty 2922.823520 = -931595.448382
  nChanged 93
		SP:Iteration 20F (115556.580000 sec): 3 clusters
  Score: Raw -934548.306705 + Penalty 2922.823520 = -931625.483185
  nChanged 95
		SP:Iteration 21Q (115556.780000 sec): 3 clusters
  Score: Raw -934579.348292 + Penalty 2922.823520 = -931656.524772
  nChanged 74
		SP:Iteration 22Q (115556.990000 sec): 3 clusters
  Score: Raw -934598.826707 + Penalty 2922.823520 = -931676.003187
  nChanged 60
		SP:Iteration 23Q (115557.280000 sec): 3 clusters
  Score: Raw -934616.664551 + Penalty 2922.823520 = -931693.841031
  nChanged 61
		SP:Iteration 24Q (115557.550000 sec): 3 clusters
  Score: Raw -934634.957199 + Penalty 2922.823520 = -931712.133679
  nChanged 74
		SP:Iteration 25Q (115557.760000 sec): 3 clusters
  Score: Raw -934659.474028 + Penalty 2922.823520 = -931736.650508
  nChanged 77
		SP:Iteration 26Q (115558.000000 sec): 3 clusters
  Score: Raw -934687.110816 + Penalty 2922.823520 = -931764.287296
  nChanged 82
		SP:Iteration 27Q (115558.240000 sec): 3 clusters
  Score: Raw -934717.109346 + Penalty 2922.823520 = -931794.285826
  nChanged 73
		SP:Iteration 28Q (115558.470000 sec): 3 clusters
  Score: Raw -934741.822029 + Penalty 2922.823520 = -931818.998508
  nChanged 80
		SP:Iteration 29Q (115558.710000 sec): 3 clusters
  Score: Raw -934771.828015 + Penalty 2922.823520 = -931849.004495
  nChanged 73
		SP:Iteration 30Q (115558.980000 sec): 3 clusters
  Score: Raw -934798.822829 + Penalty 2922.823520 = -931875.999308
  nChanged 85
		SP:Iteration 31Q (115559.190000 sec): 3 clusters
  Score: Raw -934829.191329 + Penalty 2922.823520 = -931906.367809
  nChanged 80
		SP:Iteration 32Q (115559.480000 sec): 3 clusters
  Score: Raw -934862.403239 + Penalty 2922.823520 = -931939.579718
  nChanged 72
		SP:Iteration 33Q (115559.700000 sec): 3 clusters
  Score: Raw -934898.666313 + Penalty 2922.823520 = -931975.842793
  nChanged 72
		SP:Iteration 34Q (115559.930000 sec): 3 clusters
  Score: Raw -934933.439860 + Penalty 2922.823520 = -932010.616339
  nChanged 63
		SP:Iteration 35Q (115560.140000 sec): 3 clusters
  Score: Raw -934966.054200 + Penalty 2922.823520 = -932043.230679
  nChanged 59
		SP:Iteration 36Q (115560.340000 sec): 3 clusters
  Score: Raw -935003.566143 + Penalty 2922.823520 = -932080.742623
  nChanged 78
		SP:Iteration 37Q (115560.580000 sec): 3 clusters
  Score: Raw -935047.156297 + Penalty 2922.823520 = -932124.332777
  nChanged 55
		SP:Iteration 38Q (115560.790000 sec): 3 clusters
  Score: Raw -935077.820614 + Penalty 2922.823520 = -932154.997093
  nChanged 55
		SP:Iteration 39Q (115561.010000 sec): 3 clusters
  Score: Raw -935105.477950 + Penalty 2922.823520 = -932182.654430
  nChanged 46
		SP:Iteration 40F (115561.210000 sec): 3 clusters
  Score: Raw -935126.189827 + Penalty 2922.823520 = -932203.366307
  nChanged 35
		SP:Iteration 41Q (115561.490000 sec): 3 clusters
  Score: Raw -935141.138529 + Penalty 2922.823520 = -932218.315009
  nChanged 27
		SP:Iteration 42Q (115561.690000 sec): 3 clusters
  Score: Raw -935152.445088 + Penalty 2922.823520 = -932229.621568
  nChanged 26
		SP:Iteration 43Q (115561.870000 sec): 3 clusters
  Score: Raw -935164.420528 + Penalty 2922.823520 = -932241.597008
  nChanged 25
		SP:Iteration 44Q (115562.140000 sec): 3 clusters
  Score: Raw -935175.814859 + Penalty 2922.823520 = -932252.991339
  nChanged 20
		SP:Iteration 45Q (115562.360000 sec): 3 clusters
  Score: Raw -935182.197476 + Penalty 2922.823520 = -932259.373956
  nChanged 15
		SP:Iteration 46Q (115562.600000 sec): 3 clusters
  Score: Raw -935187.407250 + Penalty 2922.823520 = -932264.583730
  nChanged 14
		SP:Iteration 47Q (115562.830000 sec): 3 clusters
  Score: Raw -935192.284163 + Penalty 2922.823520 = -932269.460642
  nChanged 12
		SP:Iteration 48Q (115563.050000 sec): 3 clusters
  Score: Raw -935197.123825 + Penalty 2922.823520 = -932274.300305
  nChanged 12
		SP:Iteration 49Q (115563.330000 sec): 3 clusters
  Score: Raw -935202.227220 + Penalty 2922.823520 = -932279.403700
  nChanged 10
		SP:Iteration 50Q (115563.590000 sec): 3 clusters
  Score: Raw -935208.383383 + Penalty 2922.823520 = -932285.559863
  nChanged 14
		SP:Iteration 51Q (115563.820000 sec): 3 clusters
  Score: Raw -935216.627813 + Penalty 2922.823520 = -932293.804293
  nChanged 17
		SP:Iteration 52Q (115564.060000 sec): 3 clusters
  Score: Raw -935223.106075 + Penalty 2922.823520 = -932300.282555
  nChanged 15
		SP:Iteration 53Q (115564.270000 sec): 3 clusters
  Score: Raw -935229.132623 + Penalty 2922.823520 = -932306.309103
  nChanged 14
		SP:Iteration 54Q (115564.470000 sec): 3 clusters
  Score: Raw -935235.637482 + Penalty 2922.823520 = -932312.813962
  nChanged 12
		SP:Iteration 55Q (115564.710000 sec): 3 clusters
  Score: Raw -935240.962832 + Penalty 2922.823520 = -932318.139312
  nChanged 8
		SP:Iteration 56Q (115564.890000 sec): 3 clusters
  Score: Raw -935245.220432 + Penalty 2922.823520 = -932322.396912
  nChanged 11
		SP:Iteration 57Q (115565.130000 sec): 3 clusters
  Score: Raw -935248.359229 + Penalty 2922.823520 = -932325.535709
  nChanged 6
		SP:Iteration 58Q (115565.320000 sec): 3 clusters
  Score: Raw -935250.522584 + Penalty 2922.823520 = -932327.699063
  nChanged 4
		SP:Iteration 59Q (115565.530000 sec): 3 clusters
  Score: Raw -935251.922697 + Penalty 2922.823520 = -932329.099177
  nChanged 3
		SP:Iteration 60F (115565.760000 sec): 3 clusters
  Score: Raw -935253.757644 + Penalty 2922.823520 = -932330.934124
  nChanged 4
		SP:Iteration 61Q (115566.040000 sec): 3 clusters
  Score: Raw -935255.261411 + Penalty 2922.823520 = -932332.437891
  nChanged 3
		SP:Iteration 62Q (115566.290000 sec): 3 clusters
  Score: Raw -935256.421170 + Penalty 2922.823520 = -932333.597650
  nChanged 5
		SP:Iteration 63Q (115566.530000 sec): 3 clusters
  Score: Raw -935259.450773 + Penalty 2922.823520 = -932336.627253
  nChanged 8
		SP:Iteration 64Q (115566.760000 sec): 3 clusters
  Score: Raw -935263.477605 + Penalty 2922.823520 = -932340.654085
  nChanged 8
		SP:Iteration 65Q (115567.000000 sec): 3 clusters
  Score: Raw -935267.257510 + Penalty 2922.823520 = -932344.433989
  nChanged 9
		SP:Iteration 66Q (115567.230000 sec): 3 clusters
  Score: Raw -935269.773266 + Penalty 2922.823520 = -932346.949745
  nChanged 4
		SP:Iteration 67Q (115567.470000 sec): 3 clusters
  Score: Raw -935272.080283 + Penalty 2922.823520 = -932349.256763
  nChanged 5
		SP:Iteration 68Q (115567.690000 sec): 3 clusters
  Score: Raw -935274.380583 + Penalty 2922.823520 = -932351.557062
  nChanged 2
		SP:Iteration 69Q (115567.910000 sec): 3 clusters
  Score: Raw -935275.184560 + Penalty 2922.823520 = -932352.361040
  nChanged 3
		SP:Iteration 70Q (115568.160000 sec): 3 clusters
  Score: Raw -935277.254807 + Penalty 2922.823520 = -932354.431287
  nChanged 4
		SP:Iteration 71Q (115568.390000 sec): 3 clusters
  Score: Raw -935278.782777 + Penalty 2922.823520 = -932355.959257
  nChanged 4
		SP:Iteration 72Q (115568.640000 sec): 3 clusters
  Score: Raw -935280.467229 + Penalty 2922.823520 = -932357.643709
  nChanged 3
		SP:Iteration 73Q (115568.820000 sec): 3 clusters
  Score: Raw -935282.368418 + Penalty 2922.823520 = -932359.544897
  nChanged 6
		SP:Iteration 74Q (115569.010000 sec): 3 clusters
  Score: Raw -935284.990245 + Penalty 2922.823520 = -932362.166724
  nChanged 4
		SP:Iteration 75Q (115569.200000 sec): 3 clusters
  Score: Raw -935286.325404 + Penalty 2922.823520 = -932363.501884
  nChanged 1
		SP:Iteration 76Q (115569.430000 sec): 3 clusters
  Score: Raw -935286.807811 + Penalty 2922.823520 = -932363.984291
  nChanged 2
		SP:Iteration 77Q (115569.600000 sec): 3 clusters
  Score: Raw -935287.823527 + Penalty 2922.823520 = -932365.000006
  nChanged 2
		SP:Iteration 78Q (115569.780000 sec): 3 clusters
  Score: Raw -935288.089701 + Penalty 2922.823520 = -932365.266181
  nChanged 1
		SP:Iteration 79Q (115569.960000 sec): 3 clusters
  Score: Raw -935288.416374 + Penalty 2922.823520 = -932365.592854
  nChanged 1
		SP:Iteration 80F (115570.130000 sec): 3 clusters
  Score: Raw -935289.167582 + Penalty 2922.823520 = -932366.344062
  nChanged 1
		SP:Iteration 81Q (115570.290000 sec): 3 clusters
  Score: Raw -935289.442955 + Penalty 2922.823520 = -932366.619435
  nChanged 1
		SP:Iteration 82Q (115570.470000 sec): 3 clusters
  Score: Raw -935290.007515 + Penalty 2922.823520 = -932367.183995
  nChanged 2
		SP:Iteration 83Q (115570.650000 sec): 3 clusters
  Score: Raw -935290.695890 + Penalty 2922.823520 = -932367.872370
  nChanged 3
		SP:Iteration 84Q (115570.860000 sec): 3 clusters
  Score: Raw -935291.719003 + Penalty 2922.823520 = -932368.895483
  nChanged 2
		SP:Iteration 85Q (115571.100000 sec): 3 clusters
  Score: Raw -935292.089610 + Penalty 2922.823520 = -932369.266089
  nChanged 1
		SP:Iteration 86Q (115571.360000 sec): 3 clusters
  Score: Raw -935292.425770 + Penalty 2922.823520 = -932369.602250
  nChanged 1
		SP:Iteration 87Q (115571.570000 sec): 3 clusters
  Score: Raw -935292.530420 + Penalty 2922.823520 = -932369.706900
  nChanged 0
		SP:Iteration 88F (115571.840000 sec): 3 clusters
  Score: Raw -935292.530420 + Penalty 2922.823520 = -932369.706900
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115571.980000 sec): 2 clusters
  Score: Raw -64795.847513 + Penalty 1023.280264 = -63772.567249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115572.160000 sec): 3 clusters
  Score: Raw -64832.255261 + Penalty 2046.560529 = -62785.694732
  nChanged 155
		SP:Iteration 1F (115572.320000 sec): 3 clusters
  Score: Raw -65108.484542 + Penalty 2046.560529 = -63061.924013
  nChanged 41
		SP:Iteration 2F (115572.550000 sec): 3 clusters
  Score: Raw -65182.751819 + Penalty 2046.560529 = -63136.191290
  nChanged 21
		SP:Iteration 3Q (115572.710000 sec): 3 clusters
  Score: Raw -65226.582566 + Penalty 2046.560529 = -63180.022037
  nChanged 12
		SP:Iteration 4Q (115572.830000 sec): 3 clusters
  Score: Raw -65260.560847 + Penalty 2046.560529 = -63214.000318
  nChanged 14
		SP:Iteration 5Q (115572.990000 sec): 3 clusters
  Score: Raw -65279.741967 + Penalty 2046.560529 = -63233.181438
  nChanged 7
		SP:Iteration 6Q (115573.160000 sec): 3 clusters
  Score: Raw -65287.386594 + Penalty 2046.560529 = -63240.826065
  nChanged 7
		SP:Iteration 7Q (115573.320000 sec): 3 clusters
  Score: Raw -65298.135445 + Penalty 2046.560529 = -63251.574916
  nChanged 8
		SP:Iteration 8Q (115573.500000 sec): 3 clusters
  Score: Raw -65308.632859 + Penalty 2046.560529 = -63262.072330
  nChanged 7
		SP:Iteration 9Q (115573.650000 sec): 3 clusters
  Score: Raw -65325.422681 + Penalty 2046.560529 = -63278.862152
  nChanged 5
		SP:Iteration 10Q (115573.740000 sec): 3 clusters
  Score: Raw -65329.228398 + Penalty 2046.560529 = -63282.667869
  nChanged 2
		SP:Iteration 11Q (115573.890000 sec): 3 clusters
  Score: Raw -65330.379134 + Penalty 2046.560529 = -63283.818605
  nChanged 1
		SP:Iteration 12Q (115574.050000 sec): 3 clusters
  Score: Raw -65331.491447 + Penalty 2046.560529 = -63284.930918
  nChanged 1
		SP:Iteration 13Q (115574.190000 sec): 3 clusters
  Score: Raw -65331.999033 + Penalty 2046.560529 = -63285.438504
  nChanged 2
		SP:Iteration 14Q (115574.290000 sec): 3 clusters
  Score: Raw -65335.108006 + Penalty 2046.560529 = -63288.547477
  nChanged 2
		SP:Iteration 15Q (115574.430000 sec): 3 clusters
  Score: Raw -65337.443943 + Penalty 2046.560529 = -63290.883414
  nChanged 1
		SP:Iteration 16Q (115574.550000 sec): 3 clusters
  Score: Raw -65339.049225 + Penalty 2046.560529 = -63292.488696
  nChanged 1
		SP:Iteration 17Q (115574.690000 sec): 3 clusters
  Score: Raw -65340.087003 + Penalty 2046.560529 = -63293.526474
  nChanged 0
		SP:Iteration 18F (115574.840000 sec): 3 clusters
  Score: Raw -65340.087003 + Penalty 2046.560529 = -63293.526474
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115574.920000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115575.100000 sec): 3 clusters
  Score: Raw -61257.940839 + Penalty 2057.159294 = -59200.781544
  nChanged 129
		SP:Iteration 1F (115575.240000 sec): 3 clusters
  Score: Raw -61441.003941 + Penalty 2057.159294 = -59383.844647
  nChanged 32
		SP:Iteration 2F (115575.380000 sec): 3 clusters
  Score: Raw -61485.977638 + Penalty 2057.159294 = -59428.818344
  nChanged 19
		SP:Iteration 3Q (115575.520000 sec): 3 clusters
  Score: Raw -61515.999546 + Penalty 2057.159294 = -59458.840252
  nChanged 13
		SP:Iteration 4Q (115575.670000 sec): 3 clusters
  Score: Raw -61551.494899 + Penalty 2057.159294 = -59494.335605
  nChanged 18
		SP:Iteration 5Q (115575.810000 sec): 3 clusters
  Score: Raw -61584.090167 + Penalty 2057.159294 = -59526.930872
  nChanged 10
		SP:Iteration 6Q (115575.900000 sec): 3 clusters
  Score: Raw -61608.844263 + Penalty 2057.159294 = -59551.684969
  nChanged 13
		SP:Iteration 7Q (115576.040000 sec): 3 clusters
  Score: Raw -61658.067819 + Penalty 2057.159294 = -59600.908524
  nChanged 12
		SP:Iteration 8Q (115576.220000 sec): 3 clusters
  Score: Raw -61674.356107 + Penalty 2057.159294 = -59617.196813
  nChanged 6
		SP:Iteration 9Q (115576.430000 sec): 3 clusters
  Score: Raw -61684.631893 + Penalty 2057.159294 = -59627.472599
  nChanged 3
		SP:Iteration 10Q (115576.610000 sec): 3 clusters
  Score: Raw -61691.895107 + Penalty 2057.159294 = -59634.735813
  nChanged 4
		SP:Iteration 11Q (115576.750000 sec): 3 clusters
  Score: Raw -61696.845561 + Penalty 2057.159294 = -59639.686267
  nChanged 1
		SP:Iteration 12Q (115576.850000 sec): 3 clusters
  Score: Raw -61698.580764 + Penalty 2057.159294 = -59641.421470
  nChanged 1
		SP:Iteration 13Q (115576.990000 sec): 3 clusters
  Score: Raw -61699.794777 + Penalty 2057.159294 = -59642.635483
  nChanged 1
		SP:Iteration 14Q (115577.130000 sec): 3 clusters
  Score: Raw -61700.521730 + Penalty 2057.159294 = -59643.362436
  nChanged 2
		SP:Iteration 15Q (115577.230000 sec): 3 clusters
  Score: Raw -61701.825104 + Penalty 2057.159294 = -59644.665809
  nChanged 0
		SP:Iteration 16F (115577.370000 sec): 3 clusters
  Score: Raw -61701.825104 + Penalty 2057.159294 = -59644.665809
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115577.460000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115577.610000 sec): 3 clusters
  Score: Raw -19117.579855 + Penalty 1713.724857 = -17403.854998
  nChanged 37
		SP:Iteration 1F (115577.700000 sec): 3 clusters
  Score: Raw -19274.675178 + Penalty 1713.724857 = -17560.950322
  nChanged 19
		SP:Iteration 2F (115577.850000 sec): 3 clusters
  Score: Raw -19378.456563 + Penalty 1713.724857 = -17664.731707
  nChanged 6
		SP:Iteration 3Q (115578.000000 sec): 3 clusters
  Score: Raw -19416.374368 + Penalty 1713.724857 = -17702.649512
  nChanged 4
		SP:Iteration 4Q (115578.230000 sec): 3 clusters
  Score: Raw -19434.799290 + Penalty 1713.724857 = -17721.074434
  nChanged 2
		SP:Iteration 5Q (115578.380000 sec): 3 clusters
  Score: Raw -19448.022109 + Penalty 1713.724857 = -17734.297252
  nChanged 1
		SP:Iteration 6Q (115578.560000 sec): 3 clusters
  Score: Raw -19456.352104 + Penalty 1713.724857 = -17742.627247
  nChanged 0
		SP:Iteration 7F (115578.700000 sec): 3 clusters
  Score: Raw -19456.352104 + Penalty 1713.724857 = -17742.627247
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115578.800000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115579.020000 sec): 3 clusters
  Score: Raw -21142.920876 + Penalty 1800.910652 = -19342.010224
  nChanged 55
		SP:Iteration 1F (115579.160000 sec): 3 clusters
  Score: Raw -21294.526496 + Penalty 1800.910652 = -19493.615844
  nChanged 16
		SP:Iteration 2F (115579.340000 sec): 3 clusters
  Score: Raw -21329.249715 + Penalty 1800.910652 = -19528.339063
  nChanged 8
		SP:Iteration 3Q (115579.560000 sec): 3 clusters
  Score: Raw -21373.467830 + Penalty 1800.910652 = -19572.557178
  nChanged 5
		SP:Iteration 4Q (115579.820000 sec): 3 clusters
  Score: Raw -21392.017160 + Penalty 1800.910652 = -19591.106508
  nChanged 4
		SP:Iteration 5Q (115580.010000 sec): 3 clusters
  Score: Raw -21408.524019 + Penalty 1800.910652 = -19607.613367
  nChanged 2
		SP:Iteration 6Q (115580.220000 sec): 3 clusters
  Score: Raw -21415.894344 + Penalty 1800.910652 = -19614.983692
  nChanged 1
		SP:Iteration 7Q (115580.420000 sec): 3 clusters
  Score: Raw -21417.395330 + Penalty 1800.910652 = -19616.484678
  nChanged 0
		SP:Iteration 8F (115580.620000 sec): 3 clusters
  Score: Raw -21417.395330 + Penalty 1800.910652 = -19616.484678
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115580.690000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115580.900000 sec): 3 clusters
  Score: Raw -25427.756339 + Penalty 1775.745337 = -23652.011002
  nChanged 39
		SP:Iteration 1F (115581.080000 sec): 3 clusters
  Score: Raw -25538.047725 + Penalty 1775.745337 = -23762.302389
  nChanged 10
		SP:Iteration 2Q (115581.260000 sec): 3 clusters
  Score: Raw -25564.154447 + Penalty 1775.745337 = -23788.409110
  nChanged 6
		SP:Iteration 3Q (115581.440000 sec): 3 clusters
  Score: Raw -25587.025120 + Penalty 1775.745337 = -23811.279783
  nChanged 6
		SP:Iteration 4Q (115581.630000 sec): 3 clusters
  Score: Raw -25606.752701 + Penalty 1775.745337 = -23831.007365
  nChanged 4
		SP:Iteration 5Q (115581.810000 sec): 3 clusters
  Score: Raw -25614.523124 + Penalty 1775.745337 = -23838.777787
  nChanged 0
		SP:Iteration 6F (115581.920000 sec): 3 clusters
  Score: Raw -25614.523124 + Penalty 1775.745337 = -23838.777787
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115582.030000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115582.210000 sec): 3 clusters
  Score: Raw -67815.153188 + Penalty 2077.373062 = -65737.780126
  nChanged 168
		SP:Iteration 1F (115582.400000 sec): 3 clusters
  Score: Raw -68053.411615 + Penalty 2077.373062 = -65976.038553
  nChanged 48
		SP:Iteration 2F (115582.550000 sec): 3 clusters
  Score: Raw -68148.462849 + Penalty 2077.373062 = -66071.089787
  nChanged 35
		SP:Iteration 3F (115582.710000 sec): 3 clusters
  Score: Raw -68240.727891 + Penalty 2077.373062 = -66163.354829
  nChanged 35
		SP:Iteration 4F (115582.880000 sec): 3 clusters
  Score: Raw -68310.178099 + Penalty 2077.373062 = -66232.805037
  nChanged 19
		SP:Iteration 5Q (115583.070000 sec): 3 clusters
  Score: Raw -68338.947510 + Penalty 2077.373062 = -66261.574448
  nChanged 12
		SP:Iteration 6Q (115583.230000 sec): 3 clusters
  Score: Raw -68361.213010 + Penalty 2077.373062 = -66283.839948
  nChanged 9
		SP:Iteration 7Q (115583.370000 sec): 3 clusters
  Score: Raw -68379.334242 + Penalty 2077.373062 = -66301.961180
  nChanged 9
		SP:Iteration 8Q (115583.560000 sec): 3 clusters
  Score: Raw -68394.412929 + Penalty 2077.373062 = -66317.039867
  nChanged 9
		SP:Iteration 9Q (115583.730000 sec): 3 clusters
  Score: Raw -68413.747199 + Penalty 2077.373062 = -66336.374137
  nChanged 7
		SP:Iteration 10Q (115583.900000 sec): 3 clusters
  Score: Raw -68433.501592 + Penalty 2077.373062 = -66356.128530
  nChanged 8
		SP:Iteration 11Q (115584.040000 sec): 3 clusters
  Score: Raw -68451.885430 + Penalty 2077.373062 = -66374.512368
  nChanged 2
		SP:Iteration 12Q (115584.220000 sec): 3 clusters
  Score: Raw -68456.798372 + Penalty 2077.373062 = -66379.425310
  nChanged 4
		SP:Iteration 13Q (115584.400000 sec): 3 clusters
  Score: Raw -68463.105107 + Penalty 2077.373062 = -66385.732045
  nChanged 3
		SP:Iteration 14Q (115584.580000 sec): 3 clusters
  Score: Raw -68466.917177 + Penalty 2077.373062 = -66389.544115
  nChanged 1
		SP:Iteration 15Q (115584.770000 sec): 3 clusters
  Score: Raw -68469.113341 + Penalty 2077.373062 = -66391.740279
  nChanged 2
		SP:Iteration 16Q (115584.950000 sec): 3 clusters
  Score: Raw -68472.311229 + Penalty 2077.373062 = -66394.938167
  nChanged 0
		SP:Iteration 17F (115585.140000 sec): 3 clusters
  Score: Raw -68472.311229 + Penalty 2077.373062 = -66394.938167
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115585.290000 sec): 2 clusters
  Score: Raw -185623.878583 + Penalty 1197.867010 = -184426.011572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115585.460000 sec): 3 clusters
  Score: Raw -185022.754959 + Penalty 2395.734021 = -182627.020938
  nChanged 529
		SP:Iteration 1F (115585.680000 sec): 3 clusters
  Score: Raw -185426.859188 + Penalty 2395.734021 = -183031.125167
  nChanged 127
		SP:Iteration 2F (115585.820000 sec): 3 clusters
  Score: Raw -185546.897572 + Penalty 2395.734021 = -183151.163551
  nChanged 78
		SP:Iteration 3Q (115586.050000 sec): 3 clusters
  Score: Raw -185626.547682 + Penalty 2395.734021 = -183230.813662
  nChanged 59
		SP:Iteration 4Q (115586.200000 sec): 3 clusters
  Score: Raw -185683.480834 + Penalty 2395.734021 = -183287.746813
  nChanged 50
		SP:Iteration 5Q (115586.360000 sec): 3 clusters
  Score: Raw -185717.317786 + Penalty 2395.734021 = -183321.583765
  nChanged 27
		SP:Iteration 6Q (115586.510000 sec): 3 clusters
  Score: Raw -185737.143923 + Penalty 2395.734021 = -183341.409902
  nChanged 26
		SP:Iteration 7Q (115586.710000 sec): 3 clusters
  Score: Raw -185752.856335 + Penalty 2395.734021 = -183357.122314
  nChanged 32
		SP:Iteration 8Q (115586.860000 sec): 3 clusters
  Score: Raw -185771.728503 + Penalty 2395.734021 = -183375.994482
  nChanged 13
		SP:Iteration 9Q (115587.050000 sec): 3 clusters
  Score: Raw -185779.099382 + Penalty 2395.734021 = -183383.365361
  nChanged 10
		SP:Iteration 10Q (115587.190000 sec): 3 clusters
  Score: Raw -185786.142484 + Penalty 2395.734021 = -183390.408463
  nChanged 18
		SP:Iteration 11Q (115587.380000 sec): 3 clusters
  Score: Raw -185798.251236 + Penalty 2395.734021 = -183402.517215
  nChanged 17
		SP:Iteration 12Q (115587.580000 sec): 3 clusters
  Score: Raw -185807.947687 + Penalty 2395.734021 = -183412.213666
  nChanged 13
		SP:Iteration 13Q (115587.740000 sec): 3 clusters
  Score: Raw -185817.598687 + Penalty 2395.734021 = -183421.864666
  nChanged 10
		SP:Iteration 14Q (115587.900000 sec): 3 clusters
  Score: Raw -185826.313622 + Penalty 2395.734021 = -183430.579601
  nChanged 14
		SP:Iteration 15Q (115588.090000 sec): 3 clusters
  Score: Raw -185833.533284 + Penalty 2395.734021 = -183437.799263
  nChanged 8
		SP:Iteration 16Q (115588.300000 sec): 3 clusters
  Score: Raw -185838.304119 + Penalty 2395.734021 = -183442.570098
  nChanged 4
		SP:Iteration 17Q (115588.470000 sec): 3 clusters
  Score: Raw -185841.262280 + Penalty 2395.734021 = -183445.528259
  nChanged 4
		SP:Iteration 18Q (115588.640000 sec): 3 clusters
  Score: Raw -185843.584660 + Penalty 2395.734021 = -183447.850639
  nChanged 7
		SP:Iteration 19Q (115588.800000 sec): 3 clusters
  Score: Raw -185849.520894 + Penalty 2395.734021 = -183453.786873
  nChanged 7
		SP:Iteration 20F (115588.970000 sec): 3 clusters
  Score: Raw -185853.947974 + Penalty 2395.734021 = -183458.213953
  nChanged 3
		SP:Iteration 21Q (115589.140000 sec): 3 clusters
  Score: Raw -185855.435571 + Penalty 2395.734021 = -183459.701550
  nChanged 1
		SP:Iteration 22Q (115589.300000 sec): 3 clusters
  Score: Raw -185855.767211 + Penalty 2395.734021 = -183460.033190
  nChanged 0
		SP:Iteration 23F (115589.470000 sec): 3 clusters
  Score: Raw -185855.767211 + Penalty 2395.734021 = -183460.033190
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115589.680000 sec): 2 clusters
  Score: Raw -2183509.659697 + Penalty 1589.739677 = -2181919.920019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115589.980000 sec): 3 clusters
  Score: Raw -2172997.053828 + Penalty 3179.479355 = -2169817.574473
  nChanged 8023
		SP:Iteration 1F (115590.290000 sec): 3 clusters
  Score: Raw -2177404.551629 + Penalty 3179.479355 = -2174225.072275
  nChanged 959
		SP:Iteration 2F (115590.530000 sec): 3 clusters
  Score: Raw -2177869.920752 + Penalty 3179.479355 = -2174690.441398
  nChanged 949
		SP:Iteration 3F (115590.810000 sec): 3 clusters
  Score: Raw -2178356.372819 + Penalty 3179.479355 = -2175176.893465
  nChanged 938
		SP:Iteration 4F (115591.040000 sec): 3 clusters
  Score: Raw -2178897.102311 + Penalty 3179.479355 = -2175717.622957
  nChanged 1015
		SP:Iteration 5F (115591.320000 sec): 3 clusters
  Score: Raw -2179488.447808 + Penalty 3179.479355 = -2176308.968453
  nChanged 992
		SP:Iteration 6F (115591.600000 sec): 3 clusters
  Score: Raw -2180005.886005 + Penalty 3179.479355 = -2176826.406651
  nChanged 867
		SP:Iteration 7Q (115591.840000 sec): 3 clusters
  Score: Raw -2180441.483086 + Penalty 3179.479355 = -2177262.003731
  nChanged 784
		SP:Iteration 8Q (115592.160000 sec): 3 clusters
  Score: Raw -2180773.040652 + Penalty 3179.479355 = -2177593.561297
  nChanged 625
		SP:Iteration 9Q (115592.450000 sec): 3 clusters
  Score: Raw -2180995.428614 + Penalty 3179.479355 = -2177815.949259
  nChanged 463
		SP:Iteration 10Q (115592.750000 sec): 3 clusters
  Score: Raw -2181121.673610 + Penalty 3179.479355 = -2177942.194255
  nChanged 371
		SP:Iteration 11Q (115593.080000 sec): 3 clusters
  Score: Raw -2181207.548858 + Penalty 3179.479355 = -2178028.069503
  nChanged 287
		SP:Iteration 12Q (115593.350000 sec): 3 clusters
  Score: Raw -2181271.727617 + Penalty 3179.479355 = -2178092.248262
  nChanged 253
		SP:Iteration 13Q (115593.610000 sec): 3 clusters
  Score: Raw -2181324.772511 + Penalty 3179.479355 = -2178145.293157
  nChanged 216
		SP:Iteration 14Q (115593.890000 sec): 3 clusters
  Score: Raw -2181373.546649 + Penalty 3179.479355 = -2178194.067294
  nChanged 216
		SP:Iteration 15Q (115594.150000 sec): 3 clusters
  Score: Raw -2181416.017712 + Penalty 3179.479355 = -2178236.538357
  nChanged 204
		SP:Iteration 16Q (115594.440000 sec): 3 clusters
  Score: Raw -2181450.496292 + Penalty 3179.479355 = -2178271.016937
  nChanged 181
		SP:Iteration 17Q (115594.760000 sec): 3 clusters
  Score: Raw -2181487.765571 + Penalty 3179.479355 = -2178308.286216
  nChanged 185
		SP:Iteration 18Q (115595.070000 sec): 3 clusters
  Score: Raw -2181527.872835 + Penalty 3179.479355 = -2178348.393481
  nChanged 203
		SP:Iteration 19Q (115595.350000 sec): 3 clusters
  Score: Raw -2181569.808591 + Penalty 3179.479355 = -2178390.329236
  nChanged 205
		SP:Iteration 20F (115595.660000 sec): 3 clusters
  Score: Raw -2181612.959308 + Penalty 3179.479355 = -2178433.479953
  nChanged 212
		SP:Iteration 21Q (115596.000000 sec): 3 clusters
  Score: Raw -2181660.192758 + Penalty 3179.479355 = -2178480.713404
  nChanged 230
		SP:Iteration 22Q (115596.290000 sec): 3 clusters
  Score: Raw -2181710.542076 + Penalty 3179.479355 = -2178531.062722
  nChanged 232
		SP:Iteration 23Q (115596.570000 sec): 3 clusters
  Score: Raw -2181765.008601 + Penalty 3179.479355 = -2178585.529247
  nChanged 244
		SP:Iteration 24Q (115596.890000 sec): 3 clusters
  Score: Raw -2181826.744608 + Penalty 3179.479355 = -2178647.265253
  nChanged 273
		SP:Iteration 25Q (115597.140000 sec): 3 clusters
  Score: Raw -2181898.290848 + Penalty 3179.479355 = -2178718.811493
  nChanged 291
		SP:Iteration 26Q (115597.480000 sec): 3 clusters
  Score: Raw -2181979.887928 + Penalty 3179.479355 = -2178800.408573
  nChanged 324
		SP:Iteration 27Q (115597.830000 sec): 3 clusters
  Score: Raw -2182071.451222 + Penalty 3179.479355 = -2178891.971868
  nChanged 328
		SP:Iteration 28Q (115598.090000 sec): 3 clusters
  Score: Raw -2182175.073756 + Penalty 3179.479355 = -2178995.594401
  nChanged 365
		SP:Iteration 29Q (115598.410000 sec): 3 clusters
  Score: Raw -2182293.795641 + Penalty 3179.479355 = -2179114.316287
  nChanged 368
		SP:Iteration 30Q (115598.690000 sec): 3 clusters
  Score: Raw -2182418.854832 + Penalty 3179.479355 = -2179239.375477
  nChanged 418
		SP:Iteration 31Q (115599.040000 sec): 3 clusters
  Score: Raw -2182587.843697 + Penalty 3179.479355 = -2179408.364342
  nChanged 427
		SP:Iteration 32Q (115599.320000 sec): 3 clusters
  Score: Raw -2182757.590342 + Penalty 3179.479355 = -2179578.110987
  nChanged 434
		SP:Iteration 33Q (115599.620000 sec): 3 clusters
  Score: Raw -2182939.583403 + Penalty 3179.479355 = -2179760.104049
  nChanged 412
		SP:Iteration 34Q (115599.930000 sec): 3 clusters
  Score: Raw -2183125.592933 + Penalty 3179.479355 = -2179946.113579
  nChanged 369
		SP:Iteration 35Q (115600.150000 sec): 3 clusters
  Score: Raw -2183288.806088 + Penalty 3179.479355 = -2180109.326734
  nChanged 313
		SP:Iteration 36Q (115600.410000 sec): 3 clusters
  Score: Raw -2183420.061417 + Penalty 3179.479355 = -2180240.582062
  nChanged 264
		SP:Iteration 37Q (115600.670000 sec): 3 clusters
  Score: Raw -2183522.363885 + Penalty 3179.479355 = -2180342.884530
  nChanged 216
		SP:Iteration 38Q (115600.930000 sec): 3 clusters
  Score: Raw -2183610.716317 + Penalty 3179.479355 = -2180431.236962
  nChanged 182
		SP:Iteration 39Q (115601.190000 sec): 3 clusters
  Score: Raw -2183682.617840 + Penalty 3179.479355 = -2180503.138485
  nChanged 150
		SP:Iteration 40F (115601.460000 sec): 3 clusters
  Score: Raw -2183740.671899 + Penalty 3179.479355 = -2180561.192545
  nChanged 132
		SP:Iteration 41Q (115601.720000 sec): 3 clusters
  Score: Raw -2183786.418933 + Penalty 3179.479355 = -2180606.939579
  nChanged 100
		SP:Iteration 42Q (115601.980000 sec): 3 clusters
  Score: Raw -2183828.904222 + Penalty 3179.479355 = -2180649.424867
  nChanged 98
		SP:Iteration 43Q (115602.240000 sec): 3 clusters
  Score: Raw -2183867.655703 + Penalty 3179.479355 = -2180688.176348
  nChanged 91
		SP:Iteration 44Q (115602.500000 sec): 3 clusters
  Score: Raw -2183904.299294 + Penalty 3179.479355 = -2180724.819939
  nChanged 65
		SP:Iteration 45Q (115602.770000 sec): 3 clusters
  Score: Raw -2183927.833160 + Penalty 3179.479355 = -2180748.353805
  nChanged 44
		SP:Iteration 46Q (115603.040000 sec): 3 clusters
  Score: Raw -2183941.402192 + Penalty 3179.479355 = -2180761.922837
  nChanged 37
		SP:Iteration 47Q (115603.300000 sec): 3 clusters
  Score: Raw -2183951.497632 + Penalty 3179.479355 = -2180772.018277
  nChanged 25
		SP:Iteration 48Q (115603.560000 sec): 3 clusters
  Score: Raw -2183959.162243 + Penalty 3179.479355 = -2180779.682888
  nChanged 30
		SP:Iteration 49Q (115603.820000 sec): 3 clusters
  Score: Raw -2183968.619426 + Penalty 3179.479355 = -2180789.140072
  nChanged 33
		SP:Iteration 50Q (115604.090000 sec): 3 clusters
  Score: Raw -2183978.135042 + Penalty 3179.479355 = -2180798.655687
  nChanged 24
		SP:Iteration 51Q (115604.340000 sec): 3 clusters
  Score: Raw -2183985.008047 + Penalty 3179.479355 = -2180805.528692
  nChanged 22
		SP:Iteration 52Q (115604.600000 sec): 3 clusters
  Score: Raw -2183992.381986 + Penalty 3179.479355 = -2180812.902631
  nChanged 21
		SP:Iteration 53Q (115604.870000 sec): 3 clusters
  Score: Raw -2183999.199221 + Penalty 3179.479355 = -2180819.719867
  nChanged 14
		SP:Iteration 54Q (115605.130000 sec): 3 clusters
  Score: Raw -2184002.709841 + Penalty 3179.479355 = -2180823.230486
  nChanged 7
		SP:Iteration 55Q (115605.400000 sec): 3 clusters
  Score: Raw -2184005.438182 + Penalty 3179.479355 = -2180825.958827
  nChanged 9
		SP:Iteration 56Q (115605.650000 sec): 3 clusters
  Score: Raw -2184008.040933 + Penalty 3179.479355 = -2180828.561579
  nChanged 8
		SP:Iteration 57Q (115605.920000 sec): 3 clusters
  Score: Raw -2184010.420023 + Penalty 3179.479355 = -2180830.940668
  nChanged 8
		SP:Iteration 58Q (115606.180000 sec): 3 clusters
  Score: Raw -2184012.867094 + Penalty 3179.479355 = -2180833.387740
  nChanged 9
		SP:Iteration 59Q (115606.450000 sec): 3 clusters
  Score: Raw -2184015.846807 + Penalty 3179.479355 = -2180836.367453
  nChanged 8
		SP:Iteration 60F (115606.710000 sec): 3 clusters
  Score: Raw -2184018.529799 + Penalty 3179.479355 = -2180839.050444
  nChanged 8
		SP:Iteration 61Q (115606.970000 sec): 3 clusters
  Score: Raw -2184020.323833 + Penalty 3179.479355 = -2180840.844479
  nChanged 5
		SP:Iteration 62Q (115607.230000 sec): 3 clusters
  Score: Raw -2184021.203440 + Penalty 3179.479355 = -2180841.724085
  nChanged 5
		SP:Iteration 63Q (115607.490000 sec): 3 clusters
  Score: Raw -2184022.434920 + Penalty 3179.479355 = -2180842.955565
  nChanged 5
		SP:Iteration 64Q (115607.750000 sec): 3 clusters
  Score: Raw -2184023.728165 + Penalty 3179.479355 = -2180844.248810
  nChanged 1
		SP:Iteration 65Q (115608.010000 sec): 3 clusters
  Score: Raw -2184023.964698 + Penalty 3179.479355 = -2180844.485343
  nChanged 3
		SP:Iteration 66Q (115608.280000 sec): 3 clusters
  Score: Raw -2184024.733275 + Penalty 3179.479355 = -2180845.253920
  nChanged 3
		SP:Iteration 67Q (115608.560000 sec): 3 clusters
  Score: Raw -2184025.476442 + Penalty 3179.479355 = -2180845.997088
  nChanged 0
		SP:Iteration 68F (115608.940000 sec): 3 clusters
  Score: Raw -2184025.476442 + Penalty 3179.479355 = -2180845.997088
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115609.090000 sec): 2 clusters
  Score: Raw -680629.580868 + Penalty 1395.038424 = -679234.542444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115609.290000 sec): 3 clusters
  Score: Raw -677862.880123 + Penalty 2790.076848 = -675072.803275
  nChanged 2125
		SP:Iteration 1F (115609.490000 sec): 3 clusters
  Score: Raw -678969.213280 + Penalty 2790.076848 = -676179.136432
  nChanged 299
		SP:Iteration 2F (115609.650000 sec): 3 clusters
  Score: Raw -679099.194818 + Penalty 2790.076848 = -676309.117970
  nChanged 234
		SP:Iteration 3Q (115609.900000 sec): 3 clusters
  Score: Raw -679193.690624 + Penalty 2790.076848 = -676403.613777
  nChanged 183
		SP:Iteration 4Q (115610.090000 sec): 3 clusters
  Score: Raw -679271.066045 + Penalty 2790.076848 = -676480.989197
  nChanged 150
		SP:Iteration 5Q (115610.330000 sec): 3 clusters
  Score: Raw -679332.919026 + Penalty 2790.076848 = -676542.842178
  nChanged 137
		SP:Iteration 6Q (115610.550000 sec): 3 clusters
  Score: Raw -679382.444013 + Penalty 2790.076848 = -676592.367165
  nChanged 116
		SP:Iteration 7Q (115610.750000 sec): 3 clusters
  Score: Raw -679424.511491 + Penalty 2790.076848 = -676634.434643
  nChanged 121
		SP:Iteration 8Q (115611.010000 sec): 3 clusters
  Score: Raw -679471.899087 + Penalty 2790.076848 = -676681.822239
  nChanged 127
		SP:Iteration 9Q (115611.210000 sec): 3 clusters
  Score: Raw -679517.448233 + Penalty 2790.076848 = -676727.371385
  nChanged 121
		SP:Iteration 10Q (115611.390000 sec): 3 clusters
  Score: Raw -679565.019002 + Penalty 2790.076848 = -676774.942154
  nChanged 134
		SP:Iteration 11Q (115611.620000 sec): 3 clusters
  Score: Raw -679627.115626 + Penalty 2790.076848 = -676837.038778
  nChanged 143
		SP:Iteration 12Q (115611.810000 sec): 3 clusters
  Score: Raw -679693.250016 + Penalty 2790.076848 = -676903.173168
  nChanged 155
		SP:Iteration 13Q (115612.020000 sec): 3 clusters
  Score: Raw -679781.386944 + Penalty 2790.076848 = -676991.310096
  nChanged 176
		SP:Iteration 14Q (115612.250000 sec): 3 clusters
  Score: Raw -679884.945390 + Penalty 2790.076848 = -677094.868542
  nChanged 179
		SP:Iteration 15Q (115612.430000 sec): 3 clusters
  Score: Raw -679995.797287 + Penalty 2790.076848 = -677205.720439
  nChanged 171
		SP:Iteration 16Q (115612.610000 sec): 3 clusters
  Score: Raw -680101.332885 + Penalty 2790.076848 = -677311.256037
  nChanged 167
		SP:Iteration 17Q (115612.810000 sec): 3 clusters
  Score: Raw -680214.178547 + Penalty 2790.076848 = -677424.101699
  nChanged 155
		SP:Iteration 18Q (115612.990000 sec): 3 clusters
  Score: Raw -680332.722133 + Penalty 2790.076848 = -677542.645285
  nChanged 133
		SP:Iteration 19Q (115613.170000 sec): 3 clusters
  Score: Raw -680424.226245 + Penalty 2790.076848 = -677634.149397
  nChanged 101
		SP:Iteration 20F (115613.400000 sec): 3 clusters
  Score: Raw -680499.623646 + Penalty 2790.076848 = -677709.546798
  nChanged 82
		SP:Iteration 21Q (115613.610000 sec): 3 clusters
  Score: Raw -680558.522923 + Penalty 2790.076848 = -677768.446075
  nChanged 68
		SP:Iteration 22Q (115613.850000 sec): 3 clusters
  Score: Raw -680616.960335 + Penalty 2790.076848 = -677826.883487
  nChanged 59
		SP:Iteration 23Q (115614.000000 sec): 3 clusters
  Score: Raw -680665.858910 + Penalty 2790.076848 = -677875.782062
  nChanged 48
		SP:Iteration 24Q (115614.180000 sec): 3 clusters
  Score: Raw -680704.945911 + Penalty 2790.076848 = -677914.869063
  nChanged 38
		SP:Iteration 25Q (115614.340000 sec): 3 clusters
  Score: Raw -680734.311640 + Penalty 2790.076848 = -677944.234793
  nChanged 23
		SP:Iteration 26Q (115614.530000 sec): 3 clusters
  Score: Raw -680750.954711 + Penalty 2790.076848 = -677960.877863
  nChanged 16
		SP:Iteration 27Q (115614.690000 sec): 3 clusters
  Score: Raw -680763.001101 + Penalty 2790.076848 = -677972.924253
  nChanged 10
		SP:Iteration 28Q (115614.880000 sec): 3 clusters
  Score: Raw -680771.244746 + Penalty 2790.076848 = -677981.167898
  nChanged 4
		SP:Iteration 29Q (115615.090000 sec): 3 clusters
  Score: Raw -680773.864390 + Penalty 2790.076848 = -677983.787542
  nChanged 2
		SP:Iteration 30Q (115615.300000 sec): 3 clusters
  Score: Raw -680774.995506 + Penalty 2790.076848 = -677984.918658
  nChanged 2
		SP:Iteration 31Q (115615.490000 sec): 3 clusters
  Score: Raw -680775.901987 + Penalty 2790.076848 = -677985.825139
  nChanged 0
		SP:Iteration 32F (115615.670000 sec): 3 clusters
  Score: Raw -680775.901987 + Penalty 2790.076848 = -677985.825139
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115615.780000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115615.940000 sec): 3 clusters
  Score: Raw -44632.400847 + Penalty 1956.042795 = -42676.358052
  nChanged 74
		SP:Iteration 1F (115616.120000 sec): 3 clusters
  Score: Raw -44746.122938 + Penalty 1956.042795 = -42790.080144
  nChanged 19
		SP:Iteration 2Q (115616.290000 sec): 3 clusters
  Score: Raw -44781.437135 + Penalty 1956.042795 = -42825.394341
  nChanged 9
		SP:Iteration 3Q (115616.430000 sec): 3 clusters
  Score: Raw -44800.076014 + Penalty 1956.042795 = -42844.033220
  nChanged 7
		SP:Iteration 4Q (115616.550000 sec): 3 clusters
  Score: Raw -44812.365809 + Penalty 1956.042795 = -42856.323014
  nChanged 4
		SP:Iteration 5Q (115616.730000 sec): 3 clusters
  Score: Raw -44817.311972 + Penalty 1956.042795 = -42861.269177
  nChanged 3
		SP:Iteration 6Q (115616.910000 sec): 3 clusters
  Score: Raw -44822.852101 + Penalty 1956.042795 = -42866.809307
  nChanged 1
		SP:Iteration 7Q (115617.040000 sec): 3 clusters
  Score: Raw -44825.163124 + Penalty 1956.042795 = -42869.120329
  nChanged 0
		SP:Iteration 8F (115617.200000 sec): 3 clusters
  Score: Raw -44825.163124 + Penalty 1956.042795 = -42869.120329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115617.370000 sec): 2 clusters
  Score: Raw -298700.958083 + Penalty 1291.325354 = -297409.632729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115617.570000 sec): 3 clusters
  Score: Raw -297350.895330 + Penalty 2582.650708 = -294768.244622
  nChanged 1055
		SP:Iteration 1F (115617.730000 sec): 3 clusters
  Score: Raw -298014.213033 + Penalty 2582.650708 = -295431.562325
  nChanged 244
		SP:Iteration 2F (115617.890000 sec): 3 clusters
  Score: Raw -298209.572306 + Penalty 2582.650708 = -295626.921598
  nChanged 188
		SP:Iteration 3F (115618.050000 sec): 3 clusters
  Score: Raw -298363.054406 + Penalty 2582.650708 = -295780.403698
  nChanged 159
		SP:Iteration 4F (115618.270000 sec): 3 clusters
  Score: Raw -298500.604443 + Penalty 2582.650708 = -295917.953735
  nChanged 124
		SP:Iteration 5Q (115618.430000 sec): 3 clusters
  Score: Raw -298603.919112 + Penalty 2582.650708 = -296021.268404
  nChanged 108
		SP:Iteration 6Q (115618.620000 sec): 3 clusters
  Score: Raw -298681.021585 + Penalty 2582.650708 = -296098.370877
  nChanged 85
		SP:Iteration 7Q (115618.810000 sec): 3 clusters
  Score: Raw -298742.837375 + Penalty 2582.650708 = -296160.186667
  nChanged 85
		SP:Iteration 8Q (115618.990000 sec): 3 clusters
  Score: Raw -298799.870544 + Penalty 2582.650708 = -296217.219836
  nChanged 61
		SP:Iteration 9Q (115619.210000 sec): 3 clusters
  Score: Raw -298837.990589 + Penalty 2582.650708 = -296255.339881
  nChanged 47
		SP:Iteration 10Q (115619.390000 sec): 3 clusters
  Score: Raw -298866.512411 + Penalty 2582.650708 = -296283.861703
  nChanged 39
		SP:Iteration 11Q (115619.540000 sec): 3 clusters
  Score: Raw -298888.967348 + Penalty 2582.650708 = -296306.316640
  nChanged 32
		SP:Iteration 12Q (115619.740000 sec): 3 clusters
  Score: Raw -298906.580534 + Penalty 2582.650708 = -296323.929826
  nChanged 27
		SP:Iteration 13Q (115619.910000 sec): 3 clusters
  Score: Raw -298927.069374 + Penalty 2582.650708 = -296344.418666
  nChanged 28
		SP:Iteration 14Q (115620.040000 sec): 3 clusters
  Score: Raw -298942.852970 + Penalty 2582.650708 = -296360.202262
  nChanged 23
		SP:Iteration 15Q (115620.230000 sec): 3 clusters
  Score: Raw -298958.894805 + Penalty 2582.650708 = -296376.244097
  nChanged 19
		SP:Iteration 16Q (115620.340000 sec): 3 clusters
  Score: Raw -298969.339560 + Penalty 2582.650708 = -296386.688852
  nChanged 18
		SP:Iteration 17Q (115620.530000 sec): 3 clusters
  Score: Raw -298984.506121 + Penalty 2582.650708 = -296401.855413
  nChanged 15
		SP:Iteration 18Q (115620.750000 sec): 3 clusters
  Score: Raw -298994.230973 + Penalty 2582.650708 = -296411.580264
  nChanged 19
		SP:Iteration 19Q (115620.910000 sec): 3 clusters
  Score: Raw -299004.429212 + Penalty 2582.650708 = -296421.778504
  nChanged 20
		SP:Iteration 20F (115621.090000 sec): 3 clusters
  Score: Raw -299020.174334 + Penalty 2582.650708 = -296437.523626
  nChanged 22
		SP:Iteration 21Q (115621.290000 sec): 3 clusters
  Score: Raw -299034.399652 + Penalty 2582.650708 = -296451.748944
  nChanged 19
		SP:Iteration 22Q (115621.440000 sec): 3 clusters
  Score: Raw -299044.488338 + Penalty 2582.650708 = -296461.837630
  nChanged 10
		SP:Iteration 23Q (115621.610000 sec): 3 clusters
  Score: Raw -299050.416295 + Penalty 2582.650708 = -296467.765587
  nChanged 13
		SP:Iteration 24Q (115621.810000 sec): 3 clusters
  Score: Raw -299056.618405 + Penalty 2582.650708 = -296473.967697
  nChanged 7
		SP:Iteration 25Q (115622.030000 sec): 3 clusters
  Score: Raw -299059.238834 + Penalty 2582.650708 = -296476.588126
  nChanged 7
		SP:Iteration 26Q (115622.190000 sec): 3 clusters
  Score: Raw -299063.145943 + Penalty 2582.650708 = -296480.495235
  nChanged 4
		SP:Iteration 27Q (115622.390000 sec): 3 clusters
  Score: Raw -299064.640153 + Penalty 2582.650708 = -296481.989445
  nChanged 5
		SP:Iteration 28Q (115622.560000 sec): 3 clusters
  Score: Raw -299066.288144 + Penalty 2582.650708 = -296483.637436
  nChanged 1
		SP:Iteration 29Q (115622.750000 sec): 3 clusters
  Score: Raw -299066.503194 + Penalty 2582.650708 = -296483.852486
  nChanged 1
		SP:Iteration 30Q (115622.910000 sec): 3 clusters
  Score: Raw -299066.796922 + Penalty 2582.650708 = -296484.146214
  nChanged 4
		SP:Iteration 31Q (115623.050000 sec): 3 clusters
  Score: Raw -299068.148943 + Penalty 2582.650708 = -296485.498235
  nChanged 2
		SP:Iteration 32Q (115623.260000 sec): 3 clusters
  Score: Raw -299069.685884 + Penalty 2582.650708 = -296487.035176
  nChanged 4
		SP:Iteration 33Q (115623.440000 sec): 3 clusters
  Score: Raw -299071.053729 + Penalty 2582.650708 = -296488.403021
  nChanged 5
		SP:Iteration 34Q (115623.640000 sec): 3 clusters
  Score: Raw -299072.968970 + Penalty 2582.650708 = -296490.318262
  nChanged 2
		SP:Iteration 35Q (115623.820000 sec): 3 clusters
  Score: Raw -299073.653712 + Penalty 2582.650708 = -296491.003004
  nChanged 2
		SP:Iteration 36Q (115623.960000 sec): 3 clusters
  Score: Raw -299074.784179 + Penalty 2582.650708 = -296492.133471
  nChanged 6
		SP:Iteration 37Q (115624.170000 sec): 3 clusters
  Score: Raw -299076.918217 + Penalty 2582.650708 = -296494.267509
  nChanged 5
		SP:Iteration 38Q (115624.340000 sec): 3 clusters
  Score: Raw -299080.008025 + Penalty 2582.650708 = -296497.357317
  nChanged 3
		SP:Iteration 39Q (115624.530000 sec): 3 clusters
  Score: Raw -299080.843660 + Penalty 2582.650708 = -296498.192952
  nChanged 1
		SP:Iteration 40F (115624.780000 sec): 3 clusters
  Score: Raw -299081.382108 + Penalty 2582.650708 = -296498.731400
  nChanged 3
		SP:Iteration 41Q (115624.960000 sec): 3 clusters
  Score: Raw -299081.939682 + Penalty 2582.650708 = -296499.288974
  nChanged 3
		SP:Iteration 42Q (115625.140000 sec): 3 clusters
  Score: Raw -299083.005873 + Penalty 2582.650708 = -296500.355165
  nChanged 2
		SP:Iteration 43Q (115625.350000 sec): 3 clusters
  Score: Raw -299084.042141 + Penalty 2582.650708 = -296501.391433
  nChanged 1
		SP:Iteration 44Q (115625.510000 sec): 3 clusters
  Score: Raw -299084.519227 + Penalty 2582.650708 = -296501.868519
  nChanged 2
		SP:Iteration 45Q (115625.690000 sec): 3 clusters
  Score: Raw -299084.856139 + Penalty 2582.650708 = -296502.205431
  nChanged 0
		SP:Iteration 46F (115625.830000 sec): 3 clusters
  Score: Raw -299084.856139 + Penalty 2582.650708 = -296502.205431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115625.950000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115626.100000 sec): 3 clusters
  Score: Raw -14380.474840 + Penalty 1643.279887 = -12737.194953
  nChanged 27
		SP:Iteration 1F (115626.230000 sec): 3 clusters
  Score: Raw -14590.986282 + Penalty 1643.279887 = -12947.706396
  nChanged 7
		SP:Iteration 2Q (115626.330000 sec): 3 clusters
  Score: Raw -14618.375131 + Penalty 1643.279887 = -12975.095245
  nChanged 5
		SP:Iteration 3Q (115626.430000 sec): 3 clusters
  Score: Raw -14650.289956 + Penalty 1643.279887 = -13007.010070
  nChanged 3
		SP:Iteration 4Q (115626.520000 sec): 3 clusters
  Score: Raw -14691.258799 + Penalty 1643.279887 = -13047.978913
  nChanged 3
		SP:Iteration 5Q (115626.620000 sec): 3 clusters
  Score: Raw -14707.368681 + Penalty 1643.279887 = -13064.088794
  nChanged 2
		SP:Iteration 6Q (115626.710000 sec): 3 clusters
  Score: Raw -14717.478284 + Penalty 1643.279887 = -13074.198397
  nChanged 0
		SP:Iteration 7F (115626.810000 sec): 3 clusters
  Score: Raw -14718.225160 + Penalty 1643.279887 = -13074.945273
  nChanged 2
		SP:Iteration 8Q (115626.900000 sec): 3 clusters
  Score: Raw -14882.072172 + Penalty 1643.279887 = -13238.792285
  nChanged 3
		SP:Iteration 9Q (115627.040000 sec): 3 clusters
  Score: Raw -14901.318317 + Penalty 1643.279887 = -13258.038430
  nChanged 3
		SP:Iteration 10Q (115627.140000 sec): 3 clusters
  Score: Raw -14937.974627 + Penalty 1643.279887 = -13294.694740
  nChanged 1
		SP:Iteration 11Q (115627.280000 sec): 3 clusters
  Score: Raw -14955.097331 + Penalty 1643.279887 = -13311.817444
  nChanged 0
		SP:Iteration 12F (115627.450000 sec): 3 clusters
  Score: Raw -14955.097331 + Penalty 1643.279887 = -13311.817444
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115627.980000 sec): 2 clusters
  Score: Raw -9289388.972256 + Penalty 1827.383691 = -9287561.588564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115628.620000 sec): 3 clusters
  Score: Raw -9240209.012906 + Penalty 3654.767382 = -9236554.245523
  nChanged 36267
		SP:Iteration 1F (115629.170000 sec): 3 clusters
  Score: Raw -9261200.540917 + Penalty 3654.767382 = -9257545.773534
  nChanged 2947
		SP:Iteration 2Q (115629.800000 sec): 3 clusters
  Score: Raw -9262160.786103 + Penalty 3654.767382 = -9258506.018721
  nChanged 3516
		SP:Iteration 3Q (115630.390000 sec): 3 clusters
  Score: Raw -9263539.470869 + Penalty 3654.767382 = -9259884.703486
  nChanged 4178
		SP:Iteration 4F (115631.000000 sec): 3 clusters
  Score: Raw -9265445.675759 + Penalty 3654.767382 = -9261790.908377
  nChanged 4689
		SP:Iteration 5F (115631.580000 sec): 3 clusters
  Score: Raw -9267837.238107 + Penalty 3654.767382 = -9264182.470724
  nChanged 4935
		SP:Iteration 6F (115632.160000 sec): 3 clusters
  Score: Raw -9270515.152768 + Penalty 3654.767382 = -9266860.385386
  nChanged 4711
		SP:Iteration 7F (115632.720000 sec): 3 clusters
  Score: Raw -9273079.219288 + Penalty 3654.767382 = -9269424.451906
  nChanged 4202
		SP:Iteration 8F (115633.300000 sec): 3 clusters
  Score: Raw -9275416.951609 + Penalty 3654.767382 = -9271762.184227
  nChanged 3807
		SP:Iteration 9Q (115633.850000 sec): 3 clusters
  Score: Raw -9277755.390605 + Penalty 3654.767382 = -9274100.623223
  nChanged 3538
		SP:Iteration 10Q (115634.420000 sec): 3 clusters
  Score: Raw -9280244.904041 + Penalty 3654.767382 = -9276590.136658
  nChanged 3256
		SP:Iteration 11Q (115635.010000 sec): 3 clusters
  Score: Raw -9282960.844563 + Penalty 3654.767382 = -9279306.077180
  nChanged 2792
		SP:Iteration 12Q (115635.600000 sec): 3 clusters
  Score: Raw -9285536.963194 + Penalty 3654.767382 = -9281882.195812
  nChanged 1948
		SP:Iteration 13Q (115636.190000 sec): 3 clusters
  Score: Raw -9287351.684635 + Penalty 3654.767382 = -9283696.917252
  nChanged 1185
		SP:Iteration 14Q (115636.760000 sec): 3 clusters
  Score: Raw -9288318.603449 + Penalty 3654.767382 = -9284663.836067
  nChanged 712
		SP:Iteration 15Q (115637.320000 sec): 3 clusters
  Score: Raw -9288796.675567 + Penalty 3654.767382 = -9285141.908185
  nChanged 470
		SP:Iteration 16Q (115637.800000 sec): 3 clusters
  Score: Raw -9289082.396239 + Penalty 3654.767382 = -9285427.628856
  nChanged 326
		SP:Iteration 17Q (115638.320000 sec): 3 clusters
  Score: Raw -9289260.388869 + Penalty 3654.767382 = -9285605.621487
  nChanged 255
		SP:Iteration 18Q (115638.840000 sec): 3 clusters
  Score: Raw -9289391.121833 + Penalty 3654.767382 = -9285736.354451
  nChanged 182
		SP:Iteration 19Q (115639.390000 sec): 3 clusters
  Score: Raw -9289475.841277 + Penalty 3654.767382 = -9285821.073894
  nChanged 165
		SP:Iteration 20F (115639.920000 sec): 3 clusters
  Score: Raw -9289546.284608 + Penalty 3654.767382 = -9285891.517226
  nChanged 125
		SP:Iteration 21Q (115640.500000 sec): 3 clusters
  Score: Raw -9289589.513835 + Penalty 3654.767382 = -9285934.746452
  nChanged 87
		SP:Iteration 22Q (115641.030000 sec): 3 clusters
  Score: Raw -9289618.762975 + Penalty 3654.767382 = -9285963.995593
  nChanged 75
		SP:Iteration 23Q (115641.630000 sec): 3 clusters
  Score: Raw -9289643.424591 + Penalty 3654.767382 = -9285988.657208
  nChanged 70
		SP:Iteration 24Q (115642.150000 sec): 3 clusters
  Score: Raw -9289662.283419 + Penalty 3654.767382 = -9286007.516037
  nChanged 48
		SP:Iteration 25Q (115642.660000 sec): 3 clusters
  Score: Raw -9289674.086195 + Penalty 3654.767382 = -9286019.318813
  nChanged 50
		SP:Iteration 26Q (115643.250000 sec): 3 clusters
  Score: Raw -9289687.904561 + Penalty 3654.767382 = -9286033.137179
  nChanged 47
		SP:Iteration 27Q (115643.780000 sec): 3 clusters
  Score: Raw -9289701.287919 + Penalty 3654.767382 = -9286046.520537
  nChanged 57
		SP:Iteration 28Q (115644.330000 sec): 3 clusters
  Score: Raw -9289718.221269 + Penalty 3654.767382 = -9286063.453886
  nChanged 44
		SP:Iteration 29Q (115644.850000 sec): 3 clusters
  Score: Raw -9289731.872062 + Penalty 3654.767382 = -9286077.104680
  nChanged 43
		SP:Iteration 30Q (115645.390000 sec): 3 clusters
  Score: Raw -9289742.975859 + Penalty 3654.767382 = -9286088.208477
  nChanged 32
		SP:Iteration 31Q (115645.980000 sec): 3 clusters
  Score: Raw -9289751.163219 + Penalty 3654.767382 = -9286096.395837
  nChanged 31
		SP:Iteration 32Q (115646.540000 sec): 3 clusters
  Score: Raw -9289761.119112 + Penalty 3654.767382 = -9286106.351730
  nChanged 40
		SP:Iteration 33Q (115647.060000 sec): 3 clusters
  Score: Raw -9289776.758945 + Penalty 3654.767382 = -9286121.991563
  nChanged 43
		SP:Iteration 34Q (115647.590000 sec): 3 clusters
  Score: Raw -9289793.499330 + Penalty 3654.767382 = -9286138.731948
  nChanged 41
		SP:Iteration 35Q (115648.070000 sec): 3 clusters
  Score: Raw -9289807.382528 + Penalty 3654.767382 = -9286152.615145
  nChanged 28
		SP:Iteration 36Q (115648.510000 sec): 3 clusters
  Score: Raw -9289815.424615 + Penalty 3654.767382 = -9286160.657233
  nChanged 20
		SP:Iteration 37Q (115649.050000 sec): 3 clusters
  Score: Raw -9289820.971601 + Penalty 3654.767382 = -9286166.204219
  nChanged 17
		SP:Iteration 38Q (115649.580000 sec): 3 clusters
  Score: Raw -9289826.394223 + Penalty 3654.767382 = -9286171.626841
  nChanged 18
		SP:Iteration 39Q (115650.100000 sec): 3 clusters
  Score: Raw -9289832.709449 + Penalty 3654.767382 = -9286177.942066
  nChanged 19
		SP:Iteration 40F (115650.710000 sec): 3 clusters
  Score: Raw -9289838.603910 + Penalty 3654.767382 = -9286183.836528
  nChanged 18
		SP:Iteration 41Q (115651.240000 sec): 3 clusters
  Score: Raw -9289843.698931 + Penalty 3654.767382 = -9286188.931549
  nChanged 21
		SP:Iteration 42Q (115651.760000 sec): 3 clusters
  Score: Raw -9289848.761681 + Penalty 3654.767382 = -9286193.994298
  nChanged 14
		SP:Iteration 43Q (115652.220000 sec): 3 clusters
  Score: Raw -9289851.953136 + Penalty 3654.767382 = -9286197.185754
  nChanged 10
		SP:Iteration 44Q (115652.700000 sec): 3 clusters
  Score: Raw -9289854.674821 + Penalty 3654.767382 = -9286199.907439
  nChanged 9
		SP:Iteration 45Q (115653.250000 sec): 3 clusters
  Score: Raw -9289857.161696 + Penalty 3654.767382 = -9286202.394314
  nChanged 8
		SP:Iteration 46Q (115653.760000 sec): 3 clusters
  Score: Raw -9289859.397580 + Penalty 3654.767382 = -9286204.630198
  nChanged 7
		SP:Iteration 47Q (115654.220000 sec): 3 clusters
  Score: Raw -9289860.770960 + Penalty 3654.767382 = -9286206.003578
  nChanged 7
		SP:Iteration 48Q (115654.670000 sec): 3 clusters
  Score: Raw -9289863.384803 + Penalty 3654.767382 = -9286208.617421
  nChanged 11
		SP:Iteration 49Q (115655.110000 sec): 3 clusters
  Score: Raw -9289867.370609 + Penalty 3654.767382 = -9286212.603226
  nChanged 10
		SP:Iteration 50Q (115655.630000 sec): 3 clusters
  Score: Raw -9289869.676226 + Penalty 3654.767382 = -9286214.908844
  nChanged 11
		SP:Iteration 51Q (115656.180000 sec): 3 clusters
  Score: Raw -9289873.104227 + Penalty 3654.767382 = -9286218.336844
  nChanged 12
		SP:Iteration 52Q (115656.720000 sec): 3 clusters
  Score: Raw -9289876.698670 + Penalty 3654.767382 = -9286221.931288
  nChanged 10
		SP:Iteration 53Q (115657.270000 sec): 3 clusters
  Score: Raw -9289879.822872 + Penalty 3654.767382 = -9286225.055489
  nChanged 10
		SP:Iteration 54Q (115657.770000 sec): 3 clusters
  Score: Raw -9289883.312278 + Penalty 3654.767382 = -9286228.544896
  nChanged 13
		SP:Iteration 55Q (115658.380000 sec): 3 clusters
  Score: Raw -9289887.992587 + Penalty 3654.767382 = -9286233.225204
  nChanged 12
		SP:Iteration 56Q (115658.860000 sec): 3 clusters
  Score: Raw -9289892.898611 + Penalty 3654.767382 = -9286238.131228
  nChanged 9
		SP:Iteration 57Q (115659.430000 sec): 3 clusters
  Score: Raw -9289896.432445 + Penalty 3654.767382 = -9286241.665063
  nChanged 11
		SP:Iteration 58Q (115659.900000 sec): 3 clusters
  Score: Raw -9289900.182503 + Penalty 3654.767382 = -9286245.415121
  nChanged 9
		SP:Iteration 59Q (115660.370000 sec): 3 clusters
  Score: Raw -9289902.510878 + Penalty 3654.767382 = -9286247.743496
  nChanged 4
		SP:Iteration 60F (115660.850000 sec): 3 clusters
  Score: Raw -9289903.683435 + Penalty 3654.767382 = -9286248.916052
  nChanged 3
		SP:Iteration 61Q (115661.290000 sec): 3 clusters
  Score: Raw -9289904.777764 + Penalty 3654.767382 = -9286250.010382
  nChanged 3
		SP:Iteration 62Q (115661.790000 sec): 3 clusters
  Score: Raw -9289905.657174 + Penalty 3654.767382 = -9286250.889792
  nChanged 2
		SP:Iteration 63Q (115662.340000 sec): 3 clusters
  Score: Raw -9289906.169026 + Penalty 3654.767382 = -9286251.401644
  nChanged 3
		SP:Iteration 64Q (115662.860000 sec): 3 clusters
  Score: Raw -9289906.743951 + Penalty 3654.767382 = -9286251.976568
  nChanged 2
		SP:Iteration 65Q (115663.380000 sec): 3 clusters
  Score: Raw -9289907.193476 + Penalty 3654.767382 = -9286252.426093
  nChanged 2
		SP:Iteration 66Q (115663.870000 sec): 3 clusters
  Score: Raw -9289907.368941 + Penalty 3654.767382 = -9286252.601559
  nChanged 1
		SP:Iteration 67Q (115664.390000 sec): 3 clusters
  Score: Raw -9289907.571075 + Penalty 3654.767382 = -9286252.803693
  nChanged 1
		SP:Iteration 68Q (115664.930000 sec): 3 clusters
  Score: Raw -9289907.675619 + Penalty 3654.767382 = -9286252.908236
  nChanged 0
		SP:Iteration 69F (115665.470000 sec): 3 clusters
  Score: Raw -9289907.675619 + Penalty 3654.767382 = -9286252.908236
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115665.630000 sec): 2 clusters
  Score: Raw -453722.822997 + Penalty 1355.246518 = -452367.576479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115665.790000 sec): 3 clusters
  Score: Raw -451647.659864 + Penalty 2710.493036 = -448937.166828
  nChanged 1736
		SP:Iteration 1F (115666.020000 sec): 3 clusters
  Score: Raw -452797.841236 + Penalty 2710.493036 = -450087.348200
  nChanged 388
		SP:Iteration 2F (115666.210000 sec): 3 clusters
  Score: Raw -453116.152211 + Penalty 2710.493036 = -450405.659176
  nChanged 299
		SP:Iteration 3F (115666.450000 sec): 3 clusters
  Score: Raw -453343.730956 + Penalty 2710.493036 = -450633.237920
  nChanged 221
		SP:Iteration 4F (115666.690000 sec): 3 clusters
  Score: Raw -453504.647307 + Penalty 2710.493036 = -450794.154271
  nChanged 175
		SP:Iteration 5Q (115666.870000 sec): 3 clusters
  Score: Raw -453625.322751 + Penalty 2710.493036 = -450914.829715
  nChanged 152
		SP:Iteration 6Q (115667.050000 sec): 3 clusters
  Score: Raw -453712.585069 + Penalty 2710.493036 = -451002.092034
  nChanged 133
		SP:Iteration 7Q (115667.250000 sec): 3 clusters
  Score: Raw -453795.527568 + Penalty 2710.493036 = -451085.034532
  nChanged 109
		SP:Iteration 8Q (115667.430000 sec): 3 clusters
  Score: Raw -453856.405408 + Penalty 2710.493036 = -451145.912372
  nChanged 107
		SP:Iteration 9Q (115667.710000 sec): 3 clusters
  Score: Raw -453916.783985 + Penalty 2710.493036 = -451206.290949
  nChanged 92
		SP:Iteration 10Q (115667.910000 sec): 3 clusters
  Score: Raw -453959.077626 + Penalty 2710.493036 = -451248.584590
  nChanged 79
		SP:Iteration 11Q (115668.120000 sec): 3 clusters
  Score: Raw -454006.654820 + Penalty 2710.493036 = -451296.161784
  nChanged 74
		SP:Iteration 12Q (115668.330000 sec): 3 clusters
  Score: Raw -454045.359903 + Penalty 2710.493036 = -451334.866867
  nChanged 68
		SP:Iteration 13Q (115668.520000 sec): 3 clusters
  Score: Raw -454083.134361 + Penalty 2710.493036 = -451372.641325
  nChanged 62
		SP:Iteration 14Q (115668.700000 sec): 3 clusters
  Score: Raw -454117.608138 + Penalty 2710.493036 = -451407.115103
  nChanged 62
		SP:Iteration 15Q (115668.930000 sec): 3 clusters
  Score: Raw -454154.657399 + Penalty 2710.493036 = -451444.164363
  nChanged 55
		SP:Iteration 16Q (115669.110000 sec): 3 clusters
  Score: Raw -454189.280192 + Penalty 2710.493036 = -451478.787156
  nChanged 52
		SP:Iteration 17Q (115669.310000 sec): 3 clusters
  Score: Raw -454220.501507 + Penalty 2710.493036 = -451510.008471
  nChanged 48
		SP:Iteration 18Q (115669.540000 sec): 3 clusters
  Score: Raw -454239.347103 + Penalty 2710.493036 = -451528.854067
  nChanged 36
		SP:Iteration 19Q (115669.790000 sec): 3 clusters
  Score: Raw -454255.042686 + Penalty 2710.493036 = -451544.549650
  nChanged 27
		SP:Iteration 20F (115669.920000 sec): 3 clusters
  Score: Raw -454267.094898 + Penalty 2710.493036 = -451556.601862
  nChanged 26
		SP:Iteration 21Q (115670.120000 sec): 3 clusters
  Score: Raw -454277.808249 + Penalty 2710.493036 = -451567.315213
  nChanged 19
		SP:Iteration 22Q (115670.280000 sec): 3 clusters
  Score: Raw -454283.999128 + Penalty 2710.493036 = -451573.506092
  nChanged 11
		SP:Iteration 23Q (115670.480000 sec): 3 clusters
  Score: Raw -454287.866017 + Penalty 2710.493036 = -451577.372981
  nChanged 6
		SP:Iteration 24Q (115670.670000 sec): 3 clusters
  Score: Raw -454289.359560 + Penalty 2710.493036 = -451578.866525
  nChanged 0
		SP:Iteration 25F (115670.870000 sec): 3 clusters
  Score: Raw -454289.359560 + Penalty 2710.493036 = -451578.866525
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115671.010000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115671.170000 sec): 3 clusters
  Score: Raw -54605.038754 + Penalty 1998.252196 = -52606.786558
  nChanged 95
		SP:Iteration 1F (115671.310000 sec): 3 clusters
  Score: Raw -54733.952950 + Penalty 1998.252196 = -52735.700754
  nChanged 14
		SP:Iteration 2Q (115671.450000 sec): 3 clusters
  Score: Raw -54760.003794 + Penalty 1998.252196 = -52761.751597
  nChanged 12
		SP:Iteration 3Q (115671.590000 sec): 3 clusters
  Score: Raw -54791.217111 + Penalty 1998.252196 = -52792.964915
  nChanged 8
		SP:Iteration 4Q (115671.740000 sec): 3 clusters
  Score: Raw -54810.685659 + Penalty 1998.252196 = -52812.433463
  nChanged 5
		SP:Iteration 5Q (115671.840000 sec): 3 clusters
  Score: Raw -54817.737881 + Penalty 1998.252196 = -52819.485685
  nChanged 4
		SP:Iteration 6Q (115671.980000 sec): 3 clusters
  Score: Raw -54824.270571 + Penalty 1998.252196 = -52826.018375
  nChanged 3
		SP:Iteration 7Q (115672.120000 sec): 3 clusters
  Score: Raw -54828.146010 + Penalty 1998.252196 = -52829.893814
  nChanged 1
		SP:Iteration 8Q (115672.220000 sec): 3 clusters
  Score: Raw -54829.509908 + Penalty 1998.252196 = -52831.257712
  nChanged 3
		SP:Iteration 9Q (115672.360000 sec): 3 clusters
  Score: Raw -54833.700704 + Penalty 1998.252196 = -52835.448508
  nChanged 1
		SP:Iteration 10Q (115672.510000 sec): 3 clusters
  Score: Raw -54835.031275 + Penalty 1998.252196 = -52836.779079
  nChanged 2
		SP:Iteration 11Q (115672.650000 sec): 3 clusters
  Score: Raw -54839.260818 + Penalty 1998.252196 = -52841.008621
  nChanged 4
		SP:Iteration 12Q (115672.790000 sec): 3 clusters
  Score: Raw -54848.169613 + Penalty 1998.252196 = -52849.917417
  nChanged 5
		SP:Iteration 13Q (115672.890000 sec): 3 clusters
  Score: Raw -54853.915907 + Penalty 1998.252196 = -52855.663711
  nChanged 2
		SP:Iteration 14Q (115673.030000 sec): 3 clusters
  Score: Raw -54855.631676 + Penalty 1998.252196 = -52857.379480
  nChanged 1
		SP:Iteration 15Q (115673.180000 sec): 3 clusters
  Score: Raw -54856.771548 + Penalty 1998.252196 = -52858.519352
  nChanged 2
		SP:Iteration 16Q (115673.270000 sec): 3 clusters
  Score: Raw -54859.470120 + Penalty 1998.252196 = -52861.217924
  nChanged 1
		SP:Iteration 17Q (115673.420000 sec): 3 clusters
  Score: Raw -54861.923002 + Penalty 1998.252196 = -52863.670806
  nChanged 2
		SP:Iteration 18Q (115673.560000 sec): 3 clusters
  Score: Raw -54865.492205 + Penalty 1998.252196 = -52867.240009
  nChanged 2
		SP:Iteration 19Q (115673.660000 sec): 3 clusters
  Score: Raw -54870.130881 + Penalty 1998.252196 = -52871.878685
  nChanged 1
		SP:Iteration 20F (115673.800000 sec): 3 clusters
  Score: Raw -54871.388960 + Penalty 1998.252196 = -52873.136764
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115673.880000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115674.030000 sec): 3 clusters
  Score: Raw -65198.583731 + Penalty 2059.468363 = -63139.115368
  nChanged 127
		SP:Iteration 1F (115674.170000 sec): 3 clusters
  Score: Raw -65356.374749 + Penalty 2059.468363 = -63296.906387
  nChanged 29
		SP:Iteration 2F (115674.270000 sec): 3 clusters
  Score: Raw -65397.055520 + Penalty 2059.468363 = -63337.587158
  nChanged 17
		SP:Iteration 3Q (115674.410000 sec): 3 clusters
  Score: Raw -65422.276541 + Penalty 2059.468363 = -63362.808178
  nChanged 16
		SP:Iteration 4Q (115674.560000 sec): 3 clusters
  Score: Raw -65451.038036 + Penalty 2059.468363 = -63391.569674
  nChanged 16
		SP:Iteration 5Q (115674.650000 sec): 3 clusters
  Score: Raw -65481.400489 + Penalty 2059.468363 = -63421.932126
  nChanged 11
		SP:Iteration 6Q (115674.800000 sec): 3 clusters
  Score: Raw -65501.159299 + Penalty 2059.468363 = -63441.690937
  nChanged 7
		SP:Iteration 7Q (115674.940000 sec): 3 clusters
  Score: Raw -65510.432454 + Penalty 2059.468363 = -63450.964091
  nChanged 0
		SP:Iteration 8F (115675.090000 sec): 3 clusters
  Score: Raw -65510.432454 + Penalty 2059.468363 = -63450.964091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115675.190000 sec): 2 clusters
  Score: Raw -622180.365274 + Penalty 1392.466780 = -620787.898493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115675.370000 sec): 3 clusters
  Score: Raw -619390.748024 + Penalty 2784.933561 = -616605.814464
  nChanged 2176
		SP:Iteration 1F (115675.570000 sec): 3 clusters
  Score: Raw -620686.740022 + Penalty 2784.933561 = -617901.806461
  nChanged 429
		SP:Iteration 2F (115675.760000 sec): 3 clusters
  Score: Raw -621049.607863 + Penalty 2784.933561 = -618264.674303
  nChanged 397
		SP:Iteration 3F (115675.970000 sec): 3 clusters
  Score: Raw -621407.921745 + Penalty 2784.933561 = -618622.988184
  nChanged 376
		SP:Iteration 4F (115676.130000 sec): 3 clusters
  Score: Raw -621692.567304 + Penalty 2784.933561 = -618907.633743
  nChanged 325
		SP:Iteration 5F (115676.310000 sec): 3 clusters
  Score: Raw -621906.174034 + Penalty 2784.933561 = -619121.240474
  nChanged 263
		SP:Iteration 6Q (115676.480000 sec): 3 clusters
  Score: Raw -622070.594874 + Penalty 2784.933561 = -619285.661313
  nChanged 215
		SP:Iteration 7Q (115676.640000 sec): 3 clusters
  Score: Raw -622198.439413 + Penalty 2784.933561 = -619413.505852
  nChanged 178
		SP:Iteration 8Q (115676.810000 sec): 3 clusters
  Score: Raw -622304.019430 + Penalty 2784.933561 = -619519.085869
  nChanged 142
		SP:Iteration 9Q (115677.010000 sec): 3 clusters
  Score: Raw -622379.271385 + Penalty 2784.933561 = -619594.337825
  nChanged 133
		SP:Iteration 10Q (115677.200000 sec): 3 clusters
  Score: Raw -622460.651455 + Penalty 2784.933561 = -619675.717895
  nChanged 124
		SP:Iteration 11Q (115677.410000 sec): 3 clusters
  Score: Raw -622541.782186 + Penalty 2784.933561 = -619756.848626
  nChanged 116
		SP:Iteration 12Q (115677.650000 sec): 3 clusters
  Score: Raw -622620.648050 + Penalty 2784.933561 = -619835.714490
  nChanged 108
		SP:Iteration 13Q (115677.850000 sec): 3 clusters
  Score: Raw -622706.721082 + Penalty 2784.933561 = -619921.787522
  nChanged 87
		SP:Iteration 14Q (115678.060000 sec): 3 clusters
  Score: Raw -622787.498241 + Penalty 2784.933561 = -620002.564680
  nChanged 70
		SP:Iteration 15Q (115678.330000 sec): 3 clusters
  Score: Raw -622860.856992 + Penalty 2784.933561 = -620075.923432
  nChanged 59
		SP:Iteration 16Q (115678.580000 sec): 3 clusters
  Score: Raw -622936.455807 + Penalty 2784.933561 = -620151.522246
  nChanged 58
		SP:Iteration 17Q (115678.780000 sec): 3 clusters
  Score: Raw -622990.477723 + Penalty 2784.933561 = -620205.544162
  nChanged 40
		SP:Iteration 18Q (115678.950000 sec): 3 clusters
  Score: Raw -623046.093322 + Penalty 2784.933561 = -620261.159762
  nChanged 31
		SP:Iteration 19Q (115679.160000 sec): 3 clusters
  Score: Raw -623088.493825 + Penalty 2784.933561 = -620303.560264
  nChanged 23
		SP:Iteration 20F (115679.390000 sec): 3 clusters
  Score: Raw -623104.416212 + Penalty 2784.933561 = -620319.482652
  nChanged 17
		SP:Iteration 21Q (115679.550000 sec): 3 clusters
  Score: Raw -623114.264632 + Penalty 2784.933561 = -620329.331072
  nChanged 11
		SP:Iteration 22Q (115679.730000 sec): 3 clusters
  Score: Raw -623119.100222 + Penalty 2784.933561 = -620334.166661
  nChanged 7
		SP:Iteration 23Q (115679.930000 sec): 3 clusters
  Score: Raw -623122.701686 + Penalty 2784.933561 = -620337.768125
  nChanged 8
		SP:Iteration 24Q (115680.090000 sec): 3 clusters
  Score: Raw -623127.998803 + Penalty 2784.933561 = -620343.065242
  nChanged 3
		SP:Iteration 25Q (115680.280000 sec): 3 clusters
  Score: Raw -623129.770738 + Penalty 2784.933561 = -620344.837178
  nChanged 1
		SP:Iteration 26Q (115680.450000 sec): 3 clusters
  Score: Raw -623130.283138 + Penalty 2784.933561 = -620345.349578
  nChanged 1
		SP:Iteration 27Q (115680.630000 sec): 3 clusters
  Score: Raw -623130.459936 + Penalty 2784.933561 = -620345.526376
  nChanged 0
		SP:Iteration 28F (115680.830000 sec): 3 clusters
  Score: Raw -623130.459936 + Penalty 2784.933561 = -620345.526376
  nChanged 0
Iteration 379Q (115817.400000 sec): 66 clusters
  Score: Raw -223659867.186746 + Penalty 152791.978268 = -223507075.208478
  nChanged 179
Iteration 380F (116024.800000 sec): 66 clusters
  Score: Raw -223659992.013093 + Penalty 152791.978268 = -223507200.034825
  nChanged 213
Iteration 381Q (116153.100000 sec): 66 clusters
  Score: Raw -223660321.185559 + Penalty 152791.978268 = -223507529.207291
  nChanged 255
Iteration 382Q (116295.530000 sec): 66 clusters
  Score: Raw -223660418.228046 + Penalty 152791.978268 = -223507626.249779
  nChanged 222
Iteration 383Q (116441.470000 sec): 66 clusters
  Score: Raw -223660433.514115 + Penalty 152791.978268 = -223507641.535848
  nChanged 210
Iteration 384Q (116586.910000 sec): 66 clusters
  Score: Raw -223660443.209484 + Penalty 152791.978268 = -223507651.231217
  nChanged 185
Iteration 385Q (116724.640000 sec): 66 clusters
  Score: Raw -223660452.748500 + Penalty 152791.978268 = -223507660.770233
  nChanged 188
Iteration 386Q (116868.150000 sec): 66 clusters
  Score: Raw -223660460.883304 + Penalty 152791.978268 = -223507668.905036
  nChanged 184
Iteration 387Q (117009.390000 sec): 66 clusters
  Score: Raw -223660468.693678 + Penalty 152791.978268 = -223507676.715410
  nChanged 166
Iteration 388Q (117149.370000 sec): 66 clusters
  Score: Raw -223660474.047899 + Penalty 152791.978268 = -223507682.069631
  nChanged 156
Iteration 389Q (117285.330000 sec): 66 clusters
  Score: Raw -223660479.443576 + Penalty 152791.978268 = -223507687.465308
  nChanged 155
Iteration 390Q (117421.760000 sec): 66 clusters
  Score: Raw -223660484.129556 + Penalty 152791.978268 = -223507692.151288
  nChanged 130
Iteration 391Q (117553.100000 sec): 66 clusters
  Score: Raw -223660487.505434 + Penalty 152791.978268 = -223507695.527166
  nChanged 110
Iteration 392Q (117690.620000 sec): 66 clusters
  Score: Raw -223660491.113471 + Penalty 152791.978268 = -223507699.135203
  nChanged 120
Iteration 393Q (117835.710000 sec): 66 clusters
  Score: Raw -223660495.711037 + Penalty 152791.978268 = -223507703.732770
  nChanged 134
Iteration 394Q (117974.400000 sec): 66 clusters
  Score: Raw -223660501.096388 + Penalty 152791.978268 = -223507709.118120
  nChanged 144
Iteration 395Q (118129.260000 sec): 66 clusters
  Score: Raw -223660506.049710 + Penalty 152791.978268 = -223507714.071442
  nChanged 130
Iteration 396Q (118263.020000 sec): 66 clusters
  Score: Raw -223660510.189569 + Penalty 152791.978268 = -223507718.211301
  nChanged 112
Iteration 397Q (118406.150000 sec): 66 clusters
  Score: Raw -223660513.667384 + Penalty 152791.978268 = -223507721.689117
  nChanged 112
Iteration 398Q (118560.490000 sec): 66 clusters
  Score: Raw -223660516.896740 + Penalty 152791.978268 = -223507724.918472
  nChanged 91
Iteration 399Q (118722.920000 sec): 66 clusters
  Score: Raw -223660519.277982 + Penalty 152791.978268 = -223507727.299715
  nChanged 74
Iteration 400F (118941.540000 sec): 66 clusters
  Score: Raw -223660542.600855 + Penalty 152791.978268 = -223507750.622587
  nChanged 62
Iteration 401Q (119089.790000 sec): 66 clusters
  Score: Raw -223660548.100437 + Penalty 152791.978268 = -223507756.122169
  nChanged 52
Iteration 402Q (119229.840000 sec): 66 clusters
  Score: Raw -223660550.854093 + Penalty 152791.978268 = -223507758.875825
  nChanged 64
Iteration 403Q (119366.140000 sec): 66 clusters
  Score: Raw -223660552.761281 + Penalty 152791.978268 = -223507760.783013
  nChanged 63
Iteration 404Q (119516.340000 sec): 66 clusters
  Score: Raw -223660554.634358 + Penalty 152791.978268 = -223507762.656091
  nChanged 74
Iteration 405Q (119674.710000 sec): 66 clusters
  Score: Raw -223660556.505838 + Penalty 152791.978268 = -223507764.527570
  nChanged 67
Iteration 406Q (119837.730000 sec): 66 clusters
  Score: Raw -223660557.932542 + Penalty 152791.978268 = -223507765.954274
  nChanged 69
Iteration 407Q (119988.060000 sec): 66 clusters
  Score: Raw -223660559.312039 + Penalty 152791.978268 = -223507767.333772
  nChanged 53
Iteration 408Q (120127.270000 sec): 66 clusters
  Score: Raw -223660560.526685 + Penalty 152791.978268 = -223507768.548417
  nChanged 55
Iteration 409Q (120255.300000 sec): 66 clusters
  Score: Raw -223660562.034665 + Penalty 152791.978268 = -223507770.056397
  nChanged 63
Iteration 410Q (120398.880000 sec): 66 clusters
  Score: Raw -223660563.341484 + Penalty 152791.978268 = -223507771.363216
  nChanged 60
Iteration 411Q (120545.840000 sec): 66 clusters
  Score: Raw -223660564.959861 + Penalty 152791.978268 = -223507772.981594
  nChanged 70
Iteration 412Q (120686.140000 sec): 66 clusters
  Score: Raw -223660567.000243 + Penalty 152791.978268 = -223507775.021975
  nChanged 64
Iteration 413Q (120829.990000 sec): 66 clusters
  Score: Raw -223660568.339549 + Penalty 152791.978268 = -223507776.361282
  nChanged 66
Iteration 414Q (120972.270000 sec): 66 clusters
  Score: Raw -223660569.896974 + Penalty 152791.978268 = -223507777.918706
  nChanged 65
Iteration 415Q (121117.180000 sec): 66 clusters
  Score: Raw -223660571.375284 + Penalty 152791.978268 = -223507779.397016
  nChanged 58
Iteration 416Q (121257.550000 sec): 66 clusters
  Score: Raw -223660573.127216 + Penalty 152791.978268 = -223507781.148948
  nChanged 63
Iteration 417Q (121388.880000 sec): 66 clusters
  Score: Raw -223660574.729678 + Penalty 152791.978268 = -223507782.751410
  nChanged 69
Iteration 418Q (121520.970000 sec): 66 clusters
  Score: Raw -223660575.944753 + Penalty 152791.978268 = -223507783.966485
  nChanged 54
Writing temp clu file 
Because OldScore, -223507782.751410, is greater than current (better) Score,-223507783.966485 
 Compute initial score before splitting:   Score: Raw -223660575.944753 + Penalty 152791.978268 = -223507783.966485
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (357877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121523.210000 sec): 2 clusters
  Score: Raw -42846625.272074 + Penalty 2078.041003 = -42844547.231071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121525.260000 sec): 3 clusters
  Score: Raw -42606487.396642 + Penalty 4156.082005 = -42602331.314637
  nChanged 174864
		SP:Iteration 1F (121527.290000 sec): 3 clusters
  Score: Raw -42716548.887689 + Penalty 4156.082005 = -42712392.805683
  nChanged 16167
		SP:Iteration 2Q (121529.590000 sec): 3 clusters
  Score: Raw -42723078.956528 + Penalty 4156.082005 = -42718922.874523
  nChanged 20624
		SP:Iteration 3F (121531.420000 sec): 3 clusters
  Score: Raw -42733725.872396 + Penalty 4156.082005 = -42729569.790391
  nChanged 24654
		SP:Iteration 4F (121533.430000 sec): 3 clusters
  Score: Raw -42748842.695887 + Penalty 4156.082005 = -42744686.613882
  nChanged 26379
		SP:Iteration 5F (121535.380000 sec): 3 clusters
  Score: Raw -42766774.728944 + Penalty 4156.082005 = -42762618.646939
  nChanged 24840
		SP:Iteration 6F (121537.410000 sec): 3 clusters
  Score: Raw -42785227.627155 + Penalty 4156.082005 = -42781071.545150
  nChanged 21967
		SP:Iteration 7F (121539.310000 sec): 3 clusters
  Score: Raw -42803143.405950 + Penalty 4156.082005 = -42798987.323945
  nChanged 17892
		SP:Iteration 8Q (121541.300000 sec): 3 clusters
  Score: Raw -42818839.233654 + Penalty 4156.082005 = -42814683.151649
  nChanged 12950
		SP:Iteration 9Q (121543.250000 sec): 3 clusters
  Score: Raw -42830547.036806 + Penalty 4156.082005 = -42826390.954801
  nChanged 8005
		SP:Iteration 10Q (121545.180000 sec): 3 clusters
  Score: Raw -42837822.395015 + Penalty 4156.082005 = -42833666.313010
  nChanged 4675
		SP:Iteration 11Q (121546.980000 sec): 3 clusters
  Score: Raw -42841960.919497 + Penalty 4156.082005 = -42837804.837492
  nChanged 2779
		SP:Iteration 12Q (121548.640000 sec): 3 clusters
  Score: Raw -42844068.355692 + Penalty 4156.082005 = -42839912.273687
  nChanged 1725
		SP:Iteration 13Q (121550.500000 sec): 3 clusters
  Score: Raw -42845130.364495 + Penalty 4156.082005 = -42840974.282490
  nChanged 1181
		SP:Iteration 14Q (121552.280000 sec): 3 clusters
  Score: Raw -42845732.588312 + Penalty 4156.082005 = -42841576.506307
  nChanged 881
		SP:Iteration 15Q (121553.910000 sec): 3 clusters
  Score: Raw -42846119.546712 + Penalty 4156.082005 = -42841963.464707
  nChanged 707
		SP:Iteration 16Q (121555.380000 sec): 3 clusters
  Score: Raw -42846394.988711 + Penalty 4156.082005 = -42842238.906706
  nChanged 563
		SP:Iteration 17Q (121556.750000 sec): 3 clusters
  Score: Raw -42846584.974308 + Penalty 4156.082005 = -42842428.892303
  nChanged 450
		SP:Iteration 18Q (121558.270000 sec): 3 clusters
  Score: Raw -42846726.584656 + Penalty 4156.082005 = -42842570.502651
  nChanged 380
		SP:Iteration 19Q (121559.820000 sec): 3 clusters
  Score: Raw -42846839.230847 + Penalty 4156.082005 = -42842683.148842
  nChanged 301
		SP:Iteration 20F (121561.600000 sec): 3 clusters
  Score: Raw -42846920.797422 + Penalty 4156.082005 = -42842764.715417
  nChanged 272
		SP:Iteration 21Q (121563.500000 sec): 3 clusters
  Score: Raw -42846986.051929 + Penalty 4156.082005 = -42842829.969924
  nChanged 220
		SP:Iteration 22Q (121565.310000 sec): 3 clusters
  Score: Raw -42847035.250912 + Penalty 4156.082005 = -42842879.168907
  nChanged 218
		SP:Iteration 23Q (121567.090000 sec): 3 clusters
  Score: Raw -42847083.709912 + Penalty 4156.082005 = -42842927.627907
  nChanged 183
		SP:Iteration 24Q (121569.310000 sec): 3 clusters
  Score: Raw -42847120.290250 + Penalty 4156.082005 = -42842964.208245
  nChanged 156
		SP:Iteration 25Q (121571.240000 sec): 3 clusters
  Score: Raw -42847150.322844 + Penalty 4156.082005 = -42842994.240839
  nChanged 149
		SP:Iteration 26Q (121572.910000 sec): 3 clusters
  Score: Raw -42847178.645165 + Penalty 4156.082005 = -42843022.563160
  nChanged 124
		SP:Iteration 27Q (121574.540000 sec): 3 clusters
  Score: Raw -42847206.722542 + Penalty 4156.082005 = -42843050.640537
  nChanged 128
		SP:Iteration 28Q (121576.320000 sec): 3 clusters
  Score: Raw -42847235.220391 + Penalty 4156.082005 = -42843079.138386
  nChanged 112
		SP:Iteration 29Q (121578.120000 sec): 3 clusters
  Score: Raw -42847256.578957 + Penalty 4156.082005 = -42843100.496952
  nChanged 87
		SP:Iteration 30Q (121579.810000 sec): 3 clusters
  Score: Raw -42847273.249202 + Penalty 4156.082005 = -42843117.167197
  nChanged 87
		SP:Iteration 31Q (121581.460000 sec): 3 clusters
  Score: Raw -42847286.859882 + Penalty 4156.082005 = -42843130.777877
  nChanged 78
		SP:Iteration 32Q (121582.970000 sec): 3 clusters
  Score: Raw -42847299.831765 + Penalty 4156.082005 = -42843143.749760
  nChanged 84
		SP:Iteration 33Q (121584.630000 sec): 3 clusters
  Score: Raw -42847315.074008 + Penalty 4156.082005 = -42843158.992003
  nChanged 64
		SP:Iteration 34Q (121586.370000 sec): 3 clusters
  Score: Raw -42847326.292622 + Penalty 4156.082005 = -42843170.210617
  nChanged 54
		SP:Iteration 35Q (121587.820000 sec): 3 clusters
  Score: Raw -42847335.288146 + Penalty 4156.082005 = -42843179.206141
  nChanged 44
		SP:Iteration 36Q (121589.180000 sec): 3 clusters
  Score: Raw -42847342.385050 + Penalty 4156.082005 = -42843186.303045
  nChanged 50
		SP:Iteration 37Q (121590.700000 sec): 3 clusters
  Score: Raw -42847351.430552 + Penalty 4156.082005 = -42843195.348547
  nChanged 52
		SP:Iteration 38Q (121592.230000 sec): 3 clusters
  Score: Raw -42847361.565645 + Penalty 4156.082005 = -42843205.483640
  nChanged 52
		SP:Iteration 39Q (121593.660000 sec): 3 clusters
  Score: Raw -42847370.477523 + Penalty 4156.082005 = -42843214.395518
  nChanged 40
		SP:Iteration 40F (121595.360000 sec): 3 clusters
  Score: Raw -42847377.305041 + Penalty 4156.082005 = -42843221.223036
  nChanged 37
		SP:Iteration 41Q (121596.890000 sec): 3 clusters
  Score: Raw -42847383.693749 + Penalty 4156.082005 = -42843227.611744
  nChanged 26
		SP:Iteration 42Q (121598.300000 sec): 3 clusters
  Score: Raw -42847387.755355 + Penalty 4156.082005 = -42843231.673350
  nChanged 27
		SP:Iteration 43Q (121599.970000 sec): 3 clusters
  Score: Raw -42847392.298259 + Penalty 4156.082005 = -42843236.216254
  nChanged 24
		SP:Iteration 44Q (121601.640000 sec): 3 clusters
  Score: Raw -42847396.299079 + Penalty 4156.082005 = -42843240.217074
  nChanged 29
		SP:Iteration 45Q (121603.220000 sec): 3 clusters
  Score: Raw -42847400.778658 + Penalty 4156.082005 = -42843244.696653
  nChanged 26
		SP:Iteration 46Q (121604.850000 sec): 3 clusters
  Score: Raw -42847404.332492 + Penalty 4156.082005 = -42843248.250487
  nChanged 18
		SP:Iteration 47Q (121606.550000 sec): 3 clusters
  Score: Raw -42847406.605178 + Penalty 4156.082005 = -42843250.523173
  nChanged 13
		SP:Iteration 48Q (121607.990000 sec): 3 clusters
  Score: Raw -42847408.380747 + Penalty 4156.082005 = -42843252.298742
  nChanged 14
		SP:Iteration 49Q (121609.710000 sec): 3 clusters
  Score: Raw -42847410.116652 + Penalty 4156.082005 = -42843254.034647
  nChanged 12
		SP:Iteration 50Q (121611.320000 sec): 3 clusters
  Score: Raw -42847411.728604 + Penalty 4156.082005 = -42843255.646599
  nChanged 11
		SP:Iteration 51Q (121612.930000 sec): 3 clusters
  Score: Raw -42847413.562299 + Penalty 4156.082005 = -42843257.480294
  nChanged 13
		SP:Iteration 52Q (121614.590000 sec): 3 clusters
  Score: Raw -42847415.340435 + Penalty 4156.082005 = -42843259.258430
  nChanged 16
		SP:Iteration 53Q (121616.080000 sec): 3 clusters
  Score: Raw -42847417.975173 + Penalty 4156.082005 = -42843261.893168
  nChanged 16
		SP:Iteration 54Q (121617.780000 sec): 3 clusters
  Score: Raw -42847420.229654 + Penalty 4156.082005 = -42843264.147649
  nChanged 10
		SP:Iteration 55Q (121619.460000 sec): 3 clusters
  Score: Raw -42847421.594597 + Penalty 4156.082005 = -42843265.512592
  nChanged 11
		SP:Iteration 56Q (121620.980000 sec): 3 clusters
  Score: Raw -42847423.277532 + Penalty 4156.082005 = -42843267.195527
  nChanged 13
		SP:Iteration 57Q (121622.500000 sec): 3 clusters
  Score: Raw -42847425.311143 + Penalty 4156.082005 = -42843269.229138
  nChanged 18
		SP:Iteration 58Q (121624.080000 sec): 3 clusters
  Score: Raw -42847429.429393 + Penalty 4156.082005 = -42843273.347388
  nChanged 19
		SP:Iteration 59Q (121625.740000 sec): 3 clusters
  Score: Raw -42847431.845083 + Penalty 4156.082005 = -42843275.763078
  nChanged 15
		SP:Iteration 60F (121627.650000 sec): 3 clusters
  Score: Raw -42847434.208375 + Penalty 4156.082005 = -42843278.126370
  nChanged 15
		SP:Iteration 61Q (121629.310000 sec): 3 clusters
  Score: Raw -42847435.991649 + Penalty 4156.082005 = -42843279.909643
  nChanged 13
		SP:Iteration 62Q (121630.860000 sec): 3 clusters
  Score: Raw -42847437.769273 + Penalty 4156.082005 = -42843281.687268
  nChanged 10
		SP:Iteration 63Q (121632.470000 sec): 3 clusters
  Score: Raw -42847439.406368 + Penalty 4156.082005 = -42843283.324363
  nChanged 10
		SP:Iteration 64Q (121634.070000 sec): 3 clusters
  Score: Raw -42847440.586818 + Penalty 4156.082005 = -42843284.504813
  nChanged 7
		SP:Iteration 65Q (121635.640000 sec): 3 clusters
  Score: Raw -42847441.411243 + Penalty 4156.082005 = -42843285.329238
  nChanged 6
		SP:Iteration 66Q (121637.290000 sec): 3 clusters
  Score: Raw -42847442.367483 + Penalty 4156.082005 = -42843286.285478
  nChanged 7
		SP:Iteration 67Q (121639.170000 sec): 3 clusters
  Score: Raw -42847443.399120 + Penalty 4156.082005 = -42843287.317115
  nChanged 8
		SP:Iteration 68Q (121641.130000 sec): 3 clusters
  Score: Raw -42847444.312071 + Penalty 4156.082005 = -42843288.230065
  nChanged 4
		SP:Iteration 69Q (121642.940000 sec): 3 clusters
  Score: Raw -42847444.740433 + Penalty 4156.082005 = -42843288.658428
  nChanged 3
		SP:Iteration 70Q (121644.860000 sec): 3 clusters
  Score: Raw -42847444.913075 + Penalty 4156.082005 = -42843288.831070
  nChanged 0
		SP:Iteration 71F (121647.160000 sec): 3 clusters
  Score: Raw -42847444.913075 + Penalty 4156.082005 = -42843288.831070
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121647.380000 sec): 2 clusters
  Score: Raw -1305420.307750 + Penalty 1510.699094 = -1303909.608656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121647.600000 sec): 3 clusters
  Score: Raw -1299175.701888 + Penalty 3021.398187 = -1296154.303701
  nChanged 4688
		SP:Iteration 1F (121647.820000 sec): 3 clusters
  Score: Raw -1301702.423784 + Penalty 3021.398187 = -1298681.025597
  nChanged 612
		SP:Iteration 2F (121648.050000 sec): 3 clusters
  Score: Raw -1301960.977083 + Penalty 3021.398187 = -1298939.578896
  nChanged 517
		SP:Iteration 3Q (121648.280000 sec): 3 clusters
  Score: Raw -1302147.207357 + Penalty 3021.398187 = -1299125.809170
  nChanged 413
		SP:Iteration 4Q (121648.460000 sec): 3 clusters
  Score: Raw -1302310.152510 + Penalty 3021.398187 = -1299288.754323
  nChanged 383
		SP:Iteration 5Q (121648.640000 sec): 3 clusters
  Score: Raw -1302455.262780 + Penalty 3021.398187 = -1299433.864593
  nChanged 345
		SP:Iteration 6Q (121648.870000 sec): 3 clusters
  Score: Raw -1302569.108000 + Penalty 3021.398187 = -1299547.709813
  nChanged 315
		SP:Iteration 7Q (121649.070000 sec): 3 clusters
  Score: Raw -1302671.422038 + Penalty 3021.398187 = -1299650.023851
  nChanged 311
		SP:Iteration 8Q (121649.290000 sec): 3 clusters
  Score: Raw -1302789.108599 + Penalty 3021.398187 = -1299767.710412
  nChanged 323
		SP:Iteration 9Q (121649.580000 sec): 3 clusters
  Score: Raw -1302923.001666 + Penalty 3021.398187 = -1299901.603479
  nChanged 347
		SP:Iteration 10Q (121649.850000 sec): 3 clusters
  Score: Raw -1303078.949562 + Penalty 3021.398187 = -1300057.551375
  nChanged 337
		SP:Iteration 11Q (121650.070000 sec): 3 clusters
  Score: Raw -1303224.603110 + Penalty 3021.398187 = -1300203.204922
  nChanged 343
		SP:Iteration 12Q (121650.290000 sec): 3 clusters
  Score: Raw -1303382.308206 + Penalty 3021.398187 = -1300360.910019
  nChanged 375
		SP:Iteration 13Q (121650.540000 sec): 3 clusters
  Score: Raw -1303562.407317 + Penalty 3021.398187 = -1300541.009130
  nChanged 378
		SP:Iteration 14Q (121650.840000 sec): 3 clusters
  Score: Raw -1303748.859348 + Penalty 3021.398187 = -1300727.461161
  nChanged 355
		SP:Iteration 15Q (121651.040000 sec): 3 clusters
  Score: Raw -1303930.682047 + Penalty 3021.398187 = -1300909.283860
  nChanged 324
		SP:Iteration 16Q (121651.280000 sec): 3 clusters
  Score: Raw -1304089.891255 + Penalty 3021.398187 = -1301068.493068
  nChanged 286
		SP:Iteration 17Q (121651.520000 sec): 3 clusters
  Score: Raw -1304220.168406 + Penalty 3021.398187 = -1301198.770219
  nChanged 229
		SP:Iteration 18Q (121651.760000 sec): 3 clusters
  Score: Raw -1304299.231484 + Penalty 3021.398187 = -1301277.833297
  nChanged 171
		SP:Iteration 19Q (121652.000000 sec): 3 clusters
  Score: Raw -1304354.248175 + Penalty 3021.398187 = -1301332.849987
  nChanged 142
		SP:Iteration 20F (121652.270000 sec): 3 clusters
  Score: Raw -1304392.208323 + Penalty 3021.398187 = -1301370.810136
  nChanged 97
		SP:Iteration 21Q (121652.510000 sec): 3 clusters
  Score: Raw -1304415.362506 + Penalty 3021.398187 = -1301393.964319
  nChanged 99
		SP:Iteration 22Q (121652.780000 sec): 3 clusters
  Score: Raw -1304437.773691 + Penalty 3021.398187 = -1301416.375503
  nChanged 71
		SP:Iteration 23Q (121653.080000 sec): 3 clusters
  Score: Raw -1304450.665174 + Penalty 3021.398187 = -1301429.266987
  nChanged 69
		SP:Iteration 24Q (121653.320000 sec): 3 clusters
  Score: Raw -1304463.545672 + Penalty 3021.398187 = -1301442.147484
  nChanged 55
		SP:Iteration 25Q (121653.470000 sec): 3 clusters
  Score: Raw -1304475.275730 + Penalty 3021.398187 = -1301453.877543
  nChanged 65
		SP:Iteration 26Q (121653.710000 sec): 3 clusters
  Score: Raw -1304488.809613 + Penalty 3021.398187 = -1301467.411426
  nChanged 63
		SP:Iteration 27Q (121653.940000 sec): 3 clusters
  Score: Raw -1304500.345013 + Penalty 3021.398187 = -1301478.946825
  nChanged 57
		SP:Iteration 28Q (121654.210000 sec): 3 clusters
  Score: Raw -1304511.326737 + Penalty 3021.398187 = -1301489.928550
  nChanged 61
		SP:Iteration 29Q (121654.480000 sec): 3 clusters
  Score: Raw -1304524.099037 + Penalty 3021.398187 = -1301502.700850
  nChanged 70
		SP:Iteration 30Q (121654.760000 sec): 3 clusters
  Score: Raw -1304540.411209 + Penalty 3021.398187 = -1301519.013022
  nChanged 62
		SP:Iteration 31Q (121655.040000 sec): 3 clusters
  Score: Raw -1304554.972546 + Penalty 3021.398187 = -1301533.574359
  nChanged 78
		SP:Iteration 32Q (121655.280000 sec): 3 clusters
  Score: Raw -1304573.968842 + Penalty 3021.398187 = -1301552.570655
  nChanged 79
		SP:Iteration 33Q (121655.550000 sec): 3 clusters
  Score: Raw -1304591.184241 + Penalty 3021.398187 = -1301569.786053
  nChanged 69
		SP:Iteration 34Q (121655.860000 sec): 3 clusters
  Score: Raw -1304605.579077 + Penalty 3021.398187 = -1301584.180889
  nChanged 67
		SP:Iteration 35Q (121656.100000 sec): 3 clusters
  Score: Raw -1304622.475577 + Penalty 3021.398187 = -1301601.077390
  nChanged 90
		SP:Iteration 36Q (121656.340000 sec): 3 clusters
  Score: Raw -1304648.319509 + Penalty 3021.398187 = -1301626.921322
  nChanged 102
		SP:Iteration 37Q (121656.560000 sec): 3 clusters
  Score: Raw -1304675.776981 + Penalty 3021.398187 = -1301654.378794
  nChanged 93
		SP:Iteration 38Q (121656.800000 sec): 3 clusters
  Score: Raw -1304700.532916 + Penalty 3021.398187 = -1301679.134729
  nChanged 97
		SP:Iteration 39Q (121657.070000 sec): 3 clusters
  Score: Raw -1304729.521859 + Penalty 3021.398187 = -1301708.123672
  nChanged 115
		SP:Iteration 40F (121657.290000 sec): 3 clusters
  Score: Raw -1304769.543937 + Penalty 3021.398187 = -1301748.145749
  nChanged 140
		SP:Iteration 41Q (121657.540000 sec): 3 clusters
  Score: Raw -1304817.636409 + Penalty 3021.398187 = -1301796.238222
  nChanged 128
		SP:Iteration 42Q (121657.780000 sec): 3 clusters
  Score: Raw -1304862.503879 + Penalty 3021.398187 = -1301841.105691
  nChanged 120
		SP:Iteration 43Q (121657.980000 sec): 3 clusters
  Score: Raw -1304899.064596 + Penalty 3021.398187 = -1301877.666409
  nChanged 101
		SP:Iteration 44Q (121658.190000 sec): 3 clusters
  Score: Raw -1304932.240329 + Penalty 3021.398187 = -1301910.842142
  nChanged 116
		SP:Iteration 45Q (121658.430000 sec): 3 clusters
  Score: Raw -1304968.330887 + Penalty 3021.398187 = -1301946.932700
  nChanged 112
		SP:Iteration 46Q (121658.630000 sec): 3 clusters
  Score: Raw -1305004.747449 + Penalty 3021.398187 = -1301983.349261
  nChanged 89
		SP:Iteration 47Q (121658.870000 sec): 3 clusters
  Score: Raw -1305031.599862 + Penalty 3021.398187 = -1302010.201674
  nChanged 81
		SP:Iteration 48Q (121659.100000 sec): 3 clusters
  Score: Raw -1305056.981004 + Penalty 3021.398187 = -1302035.582817
  nChanged 76
		SP:Iteration 49Q (121659.320000 sec): 3 clusters
  Score: Raw -1305079.319605 + Penalty 3021.398187 = -1302057.921418
  nChanged 74
		SP:Iteration 50Q (121659.650000 sec): 3 clusters
  Score: Raw -1305099.170110 + Penalty 3021.398187 = -1302077.771923
  nChanged 67
		SP:Iteration 51Q (121659.930000 sec): 3 clusters
  Score: Raw -1305117.903713 + Penalty 3021.398187 = -1302096.505526
  nChanged 66
		SP:Iteration 52Q (121660.210000 sec): 3 clusters
  Score: Raw -1305135.724504 + Penalty 3021.398187 = -1302114.326316
  nChanged 63
		SP:Iteration 53Q (121660.430000 sec): 3 clusters
  Score: Raw -1305153.262030 + Penalty 3021.398187 = -1302131.863843
  nChanged 74
		SP:Iteration 54Q (121660.740000 sec): 3 clusters
  Score: Raw -1305176.501300 + Penalty 3021.398187 = -1302155.103112
  nChanged 91
		SP:Iteration 55Q (121660.950000 sec): 3 clusters
  Score: Raw -1305213.102164 + Penalty 3021.398187 = -1302191.703977
  nChanged 97
		SP:Iteration 56Q (121661.250000 sec): 3 clusters
  Score: Raw -1305246.977406 + Penalty 3021.398187 = -1302225.579219
  nChanged 79
		SP:Iteration 57Q (121661.450000 sec): 3 clusters
  Score: Raw -1305269.428516 + Penalty 3021.398187 = -1302248.030329
  nChanged 58
		SP:Iteration 58Q (121661.660000 sec): 3 clusters
  Score: Raw -1305285.091164 + Penalty 3021.398187 = -1302263.692977
  nChanged 56
		SP:Iteration 59Q (121661.940000 sec): 3 clusters
  Score: Raw -1305301.736007 + Penalty 3021.398187 = -1302280.337820
  nChanged 57
		SP:Iteration 60F (121662.200000 sec): 3 clusters
  Score: Raw -1305319.121289 + Penalty 3021.398187 = -1302297.723101
  nChanged 59
		SP:Iteration 61Q (121662.450000 sec): 3 clusters
  Score: Raw -1305337.323024 + Penalty 3021.398187 = -1302315.924836
  nChanged 63
		SP:Iteration 62Q (121662.690000 sec): 3 clusters
  Score: Raw -1305356.707012 + Penalty 3021.398187 = -1302335.308824
  nChanged 60
		SP:Iteration 63Q (121662.880000 sec): 3 clusters
  Score: Raw -1305375.333433 + Penalty 3021.398187 = -1302353.935246
  nChanged 65
		SP:Iteration 64Q (121663.120000 sec): 3 clusters
  Score: Raw -1305397.956386 + Penalty 3021.398187 = -1302376.558198
  nChanged 68
		SP:Iteration 65Q (121663.330000 sec): 3 clusters
  Score: Raw -1305426.133601 + Penalty 3021.398187 = -1302404.735414
  nChanged 67
		SP:Iteration 66Q (121663.570000 sec): 3 clusters
  Score: Raw -1305448.876535 + Penalty 3021.398187 = -1302427.478348
  nChanged 54
		SP:Iteration 67Q (121663.850000 sec): 3 clusters
  Score: Raw -1305467.323317 + Penalty 3021.398187 = -1302445.925130
  nChanged 55
		SP:Iteration 68Q (121664.020000 sec): 3 clusters
  Score: Raw -1305489.136692 + Penalty 3021.398187 = -1302467.738505
  nChanged 49
		SP:Iteration 69Q (121664.270000 sec): 3 clusters
  Score: Raw -1305508.153985 + Penalty 3021.398187 = -1302486.755798
  nChanged 42
		SP:Iteration 70Q (121664.470000 sec): 3 clusters
  Score: Raw -1305523.797966 + Penalty 3021.398187 = -1302502.399778
  nChanged 50
		SP:Iteration 71Q (121664.670000 sec): 3 clusters
  Score: Raw -1305537.568709 + Penalty 3021.398187 = -1302516.170522
  nChanged 40
		SP:Iteration 72Q (121664.890000 sec): 3 clusters
  Score: Raw -1305548.644089 + Penalty 3021.398187 = -1302527.245902
  nChanged 31
		SP:Iteration 73Q (121665.140000 sec): 3 clusters
  Score: Raw -1305558.041813 + Penalty 3021.398187 = -1302536.643626
  nChanged 19
		SP:Iteration 74Q (121665.390000 sec): 3 clusters
  Score: Raw -1305562.895979 + Penalty 3021.398187 = -1302541.497792
  nChanged 10
		SP:Iteration 75Q (121665.650000 sec): 3 clusters
  Score: Raw -1305564.542395 + Penalty 3021.398187 = -1302543.144207
  nChanged 6
		SP:Iteration 76Q (121665.930000 sec): 3 clusters
  Score: Raw -1305565.941921 + Penalty 3021.398187 = -1302544.543733
  nChanged 6
		SP:Iteration 77Q (121666.140000 sec): 3 clusters
  Score: Raw -1305567.548415 + Penalty 3021.398187 = -1302546.150227
  nChanged 6
		SP:Iteration 78Q (121666.350000 sec): 3 clusters
  Score: Raw -1305569.008743 + Penalty 3021.398187 = -1302547.610556
  nChanged 5
		SP:Iteration 79Q (121666.600000 sec): 3 clusters
  Score: Raw -1305570.471118 + Penalty 3021.398187 = -1302549.072930
  nChanged 7
		SP:Iteration 80F (121666.840000 sec): 3 clusters
  Score: Raw -1305571.847330 + Penalty 3021.398187 = -1302550.449143
  nChanged 9
		SP:Iteration 81Q (121667.030000 sec): 3 clusters
  Score: Raw -1305573.425920 + Penalty 3021.398187 = -1302552.027733
  nChanged 7
		SP:Iteration 82Q (121667.300000 sec): 3 clusters
  Score: Raw -1305574.622052 + Penalty 3021.398187 = -1302553.223864
  nChanged 5
		SP:Iteration 83Q (121667.550000 sec): 3 clusters
  Score: Raw -1305575.316139 + Penalty 3021.398187 = -1302553.917952
  nChanged 1
		SP:Iteration 84Q (121667.820000 sec): 3 clusters
  Score: Raw -1305575.367663 + Penalty 3021.398187 = -1302553.969476
  nChanged 0
		SP:Iteration 85F (121668.190000 sec): 3 clusters
  Score: Raw -1305575.367663 + Penalty 3021.398187 = -1302553.969476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121668.310000 sec): 2 clusters
  Score: Raw -931817.730618 + Penalty 1440.199596 = -930377.531023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121668.520000 sec): 3 clusters
  Score: Raw -928056.569393 + Penalty 2880.399191 = -925176.170202
  nChanged 2851
		SP:Iteration 1F (121668.740000 sec): 3 clusters
  Score: Raw -929476.533084 + Penalty 2880.399191 = -926596.133893
  nChanged 429
		SP:Iteration 2F (121668.950000 sec): 3 clusters
  Score: Raw -929664.314115 + Penalty 2880.399191 = -926783.914924
  nChanged 343
		SP:Iteration 3Q (121669.120000 sec): 3 clusters
  Score: Raw -929807.453649 + Penalty 2880.399191 = -926927.054458
  nChanged 271
		SP:Iteration 4Q (121669.330000 sec): 3 clusters
  Score: Raw -929911.802912 + Penalty 2880.399191 = -927031.403721
  nChanged 236
		SP:Iteration 5Q (121669.500000 sec): 3 clusters
  Score: Raw -930010.986681 + Penalty 2880.399191 = -927130.587489
  nChanged 240
		SP:Iteration 6Q (121669.720000 sec): 3 clusters
  Score: Raw -930119.184439 + Penalty 2880.399191 = -927238.785248
  nChanged 237
		SP:Iteration 7Q (121669.930000 sec): 3 clusters
  Score: Raw -930234.469795 + Penalty 2880.399191 = -927354.070603
  nChanged 256
		SP:Iteration 8Q (121670.110000 sec): 3 clusters
  Score: Raw -930381.850871 + Penalty 2880.399191 = -927501.451680
  nChanged 287
		SP:Iteration 9Q (121670.340000 sec): 3 clusters
  Score: Raw -930568.760397 + Penalty 2880.399191 = -927688.361205
  nChanged 302
		SP:Iteration 10Q (121670.580000 sec): 3 clusters
  Score: Raw -930774.333321 + Penalty 2880.399191 = -927893.934130
  nChanged 302
		SP:Iteration 11Q (121670.760000 sec): 3 clusters
  Score: Raw -931000.767719 + Penalty 2880.399191 = -928120.368528
  nChanged 258
		SP:Iteration 12Q (121670.970000 sec): 3 clusters
  Score: Raw -931206.567046 + Penalty 2880.399191 = -928326.167854
  nChanged 231
		SP:Iteration 13Q (121671.140000 sec): 3 clusters
  Score: Raw -931405.564852 + Penalty 2880.399191 = -928525.165661
  nChanged 194
		SP:Iteration 14Q (121671.360000 sec): 3 clusters
  Score: Raw -931578.778161 + Penalty 2880.399191 = -928698.378970
  nChanged 131
		SP:Iteration 15Q (121671.570000 sec): 3 clusters
  Score: Raw -931701.900535 + Penalty 2880.399191 = -928821.501344
  nChanged 85
		SP:Iteration 16Q (121671.820000 sec): 3 clusters
  Score: Raw -931779.219759 + Penalty 2880.399191 = -928898.820567
  nChanged 67
		SP:Iteration 17Q (121672.050000 sec): 3 clusters
  Score: Raw -931840.737722 + Penalty 2880.399191 = -928960.338531
  nChanged 40
		SP:Iteration 18Q (121672.230000 sec): 3 clusters
  Score: Raw -931878.704299 + Penalty 2880.399191 = -928998.305108
  nChanged 27
		SP:Iteration 19Q (121672.480000 sec): 3 clusters
  Score: Raw -931911.328978 + Penalty 2880.399191 = -929030.929787
  nChanged 27
		SP:Iteration 20F (121672.730000 sec): 3 clusters
  Score: Raw -931941.038928 + Penalty 2880.399191 = -929060.639737
  nChanged 15
		SP:Iteration 21Q (121672.950000 sec): 3 clusters
  Score: Raw -931961.086010 + Penalty 2880.399191 = -929080.686819
  nChanged 5
		SP:Iteration 22Q (121673.210000 sec): 3 clusters
  Score: Raw -931968.079765 + Penalty 2880.399191 = -929087.680573
  nChanged 4
		SP:Iteration 23Q (121673.480000 sec): 3 clusters
  Score: Raw -931971.684707 + Penalty 2880.399191 = -929091.285516
  nChanged 3
		SP:Iteration 24Q (121673.710000 sec): 3 clusters
  Score: Raw -931974.929039 + Penalty 2880.399191 = -929094.529848
  nChanged 6
		SP:Iteration 25Q (121673.930000 sec): 3 clusters
  Score: Raw -931982.490271 + Penalty 2880.399191 = -929102.091080
  nChanged 6
		SP:Iteration 26Q (121674.110000 sec): 3 clusters
  Score: Raw -931989.973484 + Penalty 2880.399191 = -929109.574292
  nChanged 5
		SP:Iteration 27Q (121674.300000 sec): 3 clusters
  Score: Raw -931995.638039 + Penalty 2880.399191 = -929115.238847
  nChanged 3
		SP:Iteration 28Q (121674.540000 sec): 3 clusters
  Score: Raw -932000.937578 + Penalty 2880.399191 = -929120.538387
  nChanged 3
		SP:Iteration 29Q (121674.780000 sec): 3 clusters
  Score: Raw -932003.852727 + Penalty 2880.399191 = -929123.453535
  nChanged 3
		SP:Iteration 30Q (121675.000000 sec): 3 clusters
  Score: Raw -932007.275591 + Penalty 2880.399191 = -929126.876400
  nChanged 5
		SP:Iteration 31Q (121675.210000 sec): 3 clusters
  Score: Raw -932013.974061 + Penalty 2880.399191 = -929133.574870
  nChanged 6
		SP:Iteration 32Q (121675.370000 sec): 3 clusters
  Score: Raw -932019.365371 + Penalty 2880.399191 = -929138.966180
  nChanged 5
		SP:Iteration 33Q (121675.560000 sec): 3 clusters
  Score: Raw -932024.459916 + Penalty 2880.399191 = -929144.060724
  nChanged 3
		SP:Iteration 34Q (121675.770000 sec): 3 clusters
  Score: Raw -932028.495955 + Penalty 2880.399191 = -929148.096763
  nChanged 2
		SP:Iteration 35Q (121675.950000 sec): 3 clusters
  Score: Raw -932030.178329 + Penalty 2880.399191 = -929149.779137
  nChanged 1
		SP:Iteration 36Q (121676.140000 sec): 3 clusters
  Score: Raw -932031.646118 + Penalty 2880.399191 = -929151.246927
  nChanged 0
		SP:Iteration 37F (121676.360000 sec): 3 clusters
  Score: Raw -932031.646118 + Penalty 2880.399191 = -929151.246927
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121676.510000 sec): 2 clusters
  Score: Raw -1071003.874828 + Penalty 1478.053662 = -1069525.821165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121676.740000 sec): 3 clusters
  Score: Raw -1065934.658054 + Penalty 2956.107325 = -1062978.550729
  nChanged 3835
		SP:Iteration 1F (121677.030000 sec): 3 clusters
  Score: Raw -1068055.543287 + Penalty 2956.107325 = -1065099.435962
  nChanged 582
		SP:Iteration 2F (121677.210000 sec): 3 clusters
  Score: Raw -1068333.089250 + Penalty 2956.107325 = -1065376.981925
  nChanged 512
		SP:Iteration 3F (121677.460000 sec): 3 clusters
  Score: Raw -1068578.164919 + Penalty 2956.107325 = -1065622.057594
  nChanged 447
		SP:Iteration 4F (121677.670000 sec): 3 clusters
  Score: Raw -1068798.516008 + Penalty 2956.107325 = -1065842.408683
  nChanged 420
		SP:Iteration 5Q (121677.950000 sec): 3 clusters
  Score: Raw -1069010.495936 + Penalty 2956.107325 = -1066054.388611
  nChanged 425
		SP:Iteration 6Q (121678.140000 sec): 3 clusters
  Score: Raw -1069266.013028 + Penalty 2956.107325 = -1066309.905703
  nChanged 464
		SP:Iteration 7F (121678.460000 sec): 3 clusters
  Score: Raw -1069609.526671 + Penalty 2956.107325 = -1066653.419346
  nChanged 549
		SP:Iteration 8F (121678.730000 sec): 3 clusters
  Score: Raw -1070034.812195 + Penalty 2956.107325 = -1067078.704870
  nChanged 507
		SP:Iteration 9F (121678.930000 sec): 3 clusters
  Score: Raw -1070370.144413 + Penalty 2956.107325 = -1067414.037088
  nChanged 402
		SP:Iteration 10Q (121679.140000 sec): 3 clusters
  Score: Raw -1070602.217655 + Penalty 2956.107325 = -1067646.110330
  nChanged 285
		SP:Iteration 11Q (121679.430000 sec): 3 clusters
  Score: Raw -1070746.396022 + Penalty 2956.107325 = -1067790.288697
  nChanged 209
		SP:Iteration 12Q (121679.650000 sec): 3 clusters
  Score: Raw -1070831.744561 + Penalty 2956.107325 = -1067875.637236
  nChanged 164
		SP:Iteration 13Q (121679.850000 sec): 3 clusters
  Score: Raw -1070896.963153 + Penalty 2956.107325 = -1067940.855828
  nChanged 142
		SP:Iteration 14Q (121680.090000 sec): 3 clusters
  Score: Raw -1070946.029394 + Penalty 2956.107325 = -1067989.922069
  nChanged 116
		SP:Iteration 15Q (121680.310000 sec): 3 clusters
  Score: Raw -1070978.572798 + Penalty 2956.107325 = -1068022.465473
  nChanged 72
		SP:Iteration 16Q (121680.510000 sec): 3 clusters
  Score: Raw -1070998.185943 + Penalty 2956.107325 = -1068042.078618
  nChanged 62
		SP:Iteration 17Q (121680.750000 sec): 3 clusters
  Score: Raw -1071014.706177 + Penalty 2956.107325 = -1068058.598852
  nChanged 58
		SP:Iteration 18Q (121680.950000 sec): 3 clusters
  Score: Raw -1071030.648744 + Penalty 2956.107325 = -1068074.541419
  nChanged 53
		SP:Iteration 19Q (121681.170000 sec): 3 clusters
  Score: Raw -1071046.821417 + Penalty 2956.107325 = -1068090.714092
  nChanged 58
		SP:Iteration 20F (121681.400000 sec): 3 clusters
  Score: Raw -1071064.461474 + Penalty 2956.107325 = -1068108.354149
  nChanged 50
		SP:Iteration 21Q (121681.640000 sec): 3 clusters
  Score: Raw -1071080.209755 + Penalty 2956.107325 = -1068124.102430
  nChanged 51
		SP:Iteration 22Q (121681.840000 sec): 3 clusters
  Score: Raw -1071094.019086 + Penalty 2956.107325 = -1068137.911761
  nChanged 58
		SP:Iteration 23Q (121682.080000 sec): 3 clusters
  Score: Raw -1071109.749059 + Penalty 2956.107325 = -1068153.641734
  nChanged 56
		SP:Iteration 24Q (121682.260000 sec): 3 clusters
  Score: Raw -1071127.899029 + Penalty 2956.107325 = -1068171.791704
  nChanged 60
		SP:Iteration 25Q (121682.460000 sec): 3 clusters
  Score: Raw -1071146.290486 + Penalty 2956.107325 = -1068190.183161
  nChanged 59
		SP:Iteration 26Q (121682.710000 sec): 3 clusters
  Score: Raw -1071164.136972 + Penalty 2956.107325 = -1068208.029647
  nChanged 53
		SP:Iteration 27Q (121682.960000 sec): 3 clusters
  Score: Raw -1071181.157877 + Penalty 2956.107325 = -1068225.050552
  nChanged 53
		SP:Iteration 28Q (121683.230000 sec): 3 clusters
  Score: Raw -1071196.213336 + Penalty 2956.107325 = -1068240.106011
  nChanged 49
		SP:Iteration 29Q (121683.460000 sec): 3 clusters
  Score: Raw -1071210.353354 + Penalty 2956.107325 = -1068254.246029
  nChanged 52
		SP:Iteration 30Q (121683.670000 sec): 3 clusters
  Score: Raw -1071226.650358 + Penalty 2956.107325 = -1068270.543033
  nChanged 49
		SP:Iteration 31Q (121683.940000 sec): 3 clusters
  Score: Raw -1071244.302641 + Penalty 2956.107325 = -1068288.195316
  nChanged 55
		SP:Iteration 32Q (121684.170000 sec): 3 clusters
  Score: Raw -1071261.747802 + Penalty 2956.107325 = -1068305.640477
  nChanged 59
		SP:Iteration 33Q (121684.420000 sec): 3 clusters
  Score: Raw -1071282.010121 + Penalty 2956.107325 = -1068325.902796
  nChanged 59
		SP:Iteration 34Q (121684.680000 sec): 3 clusters
  Score: Raw -1071299.211747 + Penalty 2956.107325 = -1068343.104423
  nChanged 46
		SP:Iteration 35Q (121684.900000 sec): 3 clusters
  Score: Raw -1071311.585086 + Penalty 2956.107325 = -1068355.477761
  nChanged 38
		SP:Iteration 36Q (121685.150000 sec): 3 clusters
  Score: Raw -1071321.276485 + Penalty 2956.107325 = -1068365.169160
  nChanged 30
		SP:Iteration 37Q (121685.410000 sec): 3 clusters
  Score: Raw -1071330.898764 + Penalty 2956.107325 = -1068374.791439
  nChanged 34
		SP:Iteration 38Q (121685.670000 sec): 3 clusters
  Score: Raw -1071342.213914 + Penalty 2956.107325 = -1068386.106589
  nChanged 30
		SP:Iteration 39Q (121685.910000 sec): 3 clusters
  Score: Raw -1071350.078442 + Penalty 2956.107325 = -1068393.971117
  nChanged 32
		SP:Iteration 40F (121686.150000 sec): 3 clusters
  Score: Raw -1071358.446229 + Penalty 2956.107325 = -1068402.338904
  nChanged 36
		SP:Iteration 41Q (121686.390000 sec): 3 clusters
  Score: Raw -1071367.687756 + Penalty 2956.107325 = -1068411.580431
  nChanged 36
		SP:Iteration 42Q (121686.630000 sec): 3 clusters
  Score: Raw -1071379.312765 + Penalty 2956.107325 = -1068423.205440
  nChanged 40
		SP:Iteration 43Q (121686.890000 sec): 3 clusters
  Score: Raw -1071390.233168 + Penalty 2956.107325 = -1068434.125844
  nChanged 29
		SP:Iteration 44Q (121687.070000 sec): 3 clusters
  Score: Raw -1071398.861914 + Penalty 2956.107325 = -1068442.754589
  nChanged 25
		SP:Iteration 45Q (121687.350000 sec): 3 clusters
  Score: Raw -1071406.069709 + Penalty 2956.107325 = -1068449.962384
  nChanged 19
		SP:Iteration 46Q (121687.540000 sec): 3 clusters
  Score: Raw -1071411.349089 + Penalty 2956.107325 = -1068455.241764
  nChanged 22
		SP:Iteration 47Q (121687.790000 sec): 3 clusters
  Score: Raw -1071417.277508 + Penalty 2956.107325 = -1068461.170183
  nChanged 19
		SP:Iteration 48Q (121688.070000 sec): 3 clusters
  Score: Raw -1071421.465848 + Penalty 2956.107325 = -1068465.358523
  nChanged 13
		SP:Iteration 49Q (121688.280000 sec): 3 clusters
  Score: Raw -1071425.401150 + Penalty 2956.107325 = -1068469.293825
  nChanged 20
		SP:Iteration 50Q (121688.530000 sec): 3 clusters
  Score: Raw -1071431.312147 + Penalty 2956.107325 = -1068475.204822
  nChanged 19
		SP:Iteration 51Q (121688.750000 sec): 3 clusters
  Score: Raw -1071435.550482 + Penalty 2956.107325 = -1068479.443157
  nChanged 11
		SP:Iteration 52Q (121688.970000 sec): 3 clusters
  Score: Raw -1071437.302644 + Penalty 2956.107325 = -1068481.195319
  nChanged 9
		SP:Iteration 53Q (121689.200000 sec): 3 clusters
  Score: Raw -1071438.564998 + Penalty 2956.107325 = -1068482.457673
  nChanged 9
		SP:Iteration 54Q (121689.450000 sec): 3 clusters
  Score: Raw -1071440.400514 + Penalty 2956.107325 = -1068484.293189
  nChanged 7
		SP:Iteration 55Q (121689.630000 sec): 3 clusters
  Score: Raw -1071441.717186 + Penalty 2956.107325 = -1068485.609861
  nChanged 7
		SP:Iteration 56Q (121689.790000 sec): 3 clusters
  Score: Raw -1071443.506218 + Penalty 2956.107325 = -1068487.398893
  nChanged 7
		SP:Iteration 57Q (121690.030000 sec): 3 clusters
  Score: Raw -1071444.913536 + Penalty 2956.107325 = -1068488.806211
  nChanged 1
		SP:Iteration 58Q (121690.240000 sec): 3 clusters
  Score: Raw -1071445.087796 + Penalty 2956.107325 = -1068488.980471
  nChanged 2
		SP:Iteration 59Q (121690.430000 sec): 3 clusters
  Score: Raw -1071445.471426 + Penalty 2956.107325 = -1068489.364101
  nChanged 1
		SP:Iteration 60F (121690.610000 sec): 3 clusters
  Score: Raw -1071445.730894 + Penalty 2956.107325 = -1068489.623569
  nChanged 4
		SP:Iteration 61Q (121690.810000 sec): 3 clusters
  Score: Raw -1071447.222017 + Penalty 2956.107325 = -1068491.114692
  nChanged 8
		SP:Iteration 62Q (121691.060000 sec): 3 clusters
  Score: Raw -1071449.077045 + Penalty 2956.107325 = -1068492.969720
  nChanged 7
		SP:Iteration 63Q (121691.230000 sec): 3 clusters
  Score: Raw -1071450.792065 + Penalty 2956.107325 = -1068494.684740
  nChanged 6
		SP:Iteration 64Q (121691.470000 sec): 3 clusters
  Score: Raw -1071451.517620 + Penalty 2956.107325 = -1068495.410295
  nChanged 4
		SP:Iteration 65Q (121691.690000 sec): 3 clusters
  Score: Raw -1071452.318252 + Penalty 2956.107325 = -1068496.210927
  nChanged 7
		SP:Iteration 66Q (121691.900000 sec): 3 clusters
  Score: Raw -1071453.532853 + Penalty 2956.107325 = -1068497.425528
  nChanged 6
		SP:Iteration 67Q (121692.080000 sec): 3 clusters
  Score: Raw -1071454.981100 + Penalty 2956.107325 = -1068498.873776
  nChanged 4
		SP:Iteration 68Q (121692.310000 sec): 3 clusters
  Score: Raw -1071456.046294 + Penalty 2956.107325 = -1068499.938969
  nChanged 3
		SP:Iteration 69Q (121692.520000 sec): 3 clusters
  Score: Raw -1071456.918914 + Penalty 2956.107325 = -1068500.811589
  nChanged 3
		SP:Iteration 70Q (121692.710000 sec): 3 clusters
  Score: Raw -1071457.341595 + Penalty 2956.107325 = -1068501.234270
  nChanged 2
		SP:Iteration 71Q (121692.890000 sec): 3 clusters
  Score: Raw -1071457.582229 + Penalty 2956.107325 = -1068501.474904
  nChanged 4
		SP:Iteration 72Q (121693.110000 sec): 3 clusters
  Score: Raw -1071458.395693 + Penalty 2956.107325 = -1068502.288368
  nChanged 3
		SP:Iteration 73Q (121693.330000 sec): 3 clusters
  Score: Raw -1071458.759432 + Penalty 2956.107325 = -1068502.652107
  nChanged 3
		SP:Iteration 74Q (121693.500000 sec): 3 clusters
  Score: Raw -1071459.073756 + Penalty 2956.107325 = -1068502.966431
  nChanged 2
		SP:Iteration 75Q (121693.680000 sec): 3 clusters
  Score: Raw -1071459.410886 + Penalty 2956.107325 = -1068503.303561
  nChanged 2
		SP:Iteration 76Q (121693.940000 sec): 3 clusters
  Score: Raw -1071459.788496 + Penalty 2956.107325 = -1068503.681171
  nChanged 2
		SP:Iteration 77Q (121694.140000 sec): 3 clusters
  Score: Raw -1071460.298519 + Penalty 2956.107325 = -1068504.191194
  nChanged 2
		SP:Iteration 78Q (121694.390000 sec): 3 clusters
  Score: Raw -1071460.857269 + Penalty 2956.107325 = -1068504.749944
  nChanged 3
		SP:Iteration 79Q (121694.610000 sec): 3 clusters
  Score: Raw -1071461.513420 + Penalty 2956.107325 = -1068505.406095
  nChanged 4
		SP:Iteration 80F (121694.780000 sec): 3 clusters
  Score: Raw -1071462.239323 + Penalty 2956.107325 = -1068506.131998
  nChanged 2
		SP:Iteration 81Q (121695.040000 sec): 3 clusters
  Score: Raw -1071462.496050 + Penalty 2956.107325 = -1068506.388725
  nChanged 1
		SP:Iteration 82Q (121695.250000 sec): 3 clusters
  Score: Raw -1071462.593651 + Penalty 2956.107325 = -1068506.486326
  nChanged 1
		SP:Iteration 83Q (121695.510000 sec): 3 clusters
  Score: Raw -1071462.774517 + Penalty 2956.107325 = -1068506.667192
  nChanged 1
		SP:Iteration 84Q (121695.690000 sec): 3 clusters
  Score: Raw -1071462.802801 + Penalty 2956.107325 = -1068506.695476
  nChanged 0
		SP:Iteration 85F (121695.920000 sec): 3 clusters
  Score: Raw -1071462.802801 + Penalty 2956.107325 = -1068506.695476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121696.000000 sec): 2 clusters
  Score: Raw -264157.957444 + Penalty 1264.706180 = -262893.251264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121696.190000 sec): 3 clusters
  Score: Raw -263090.207168 + Penalty 2529.412360 = -260560.794808
  nChanged 861
		SP:Iteration 1F (121696.390000 sec): 3 clusters
  Score: Raw -263713.439843 + Penalty 2529.412360 = -261184.027483
  nChanged 232
		SP:Iteration 2F (121696.570000 sec): 3 clusters
  Score: Raw -263968.130646 + Penalty 2529.412360 = -261438.718286
  nChanged 185
		SP:Iteration 3F (121696.750000 sec): 3 clusters
  Score: Raw -264175.443369 + Penalty 2529.412360 = -261646.031008
  nChanged 135
		SP:Iteration 4F (121696.920000 sec): 3 clusters
  Score: Raw -264322.311729 + Penalty 2529.412360 = -261792.899369
  nChanged 116
		SP:Iteration 5Q (121697.090000 sec): 3 clusters
  Score: Raw -264413.858889 + Penalty 2529.412360 = -261884.446529
  nChanged 81
		SP:Iteration 6Q (121697.340000 sec): 3 clusters
  Score: Raw -264479.004155 + Penalty 2529.412360 = -261949.591795
  nChanged 57
		SP:Iteration 7Q (121697.510000 sec): 3 clusters
  Score: Raw -264518.884629 + Penalty 2529.412360 = -261989.472269
  nChanged 49
		SP:Iteration 8Q (121697.760000 sec): 3 clusters
  Score: Raw -264565.025522 + Penalty 2529.412360 = -262035.613162
  nChanged 58
		SP:Iteration 9Q (121697.900000 sec): 3 clusters
  Score: Raw -264617.266553 + Penalty 2529.412360 = -262087.854193
  nChanged 56
		SP:Iteration 10Q (121698.070000 sec): 3 clusters
  Score: Raw -264663.305692 + Penalty 2529.412360 = -262133.893332
  nChanged 48
		SP:Iteration 11Q (121698.290000 sec): 3 clusters
  Score: Raw -264697.244292 + Penalty 2529.412360 = -262167.831931
  nChanged 31
		SP:Iteration 12Q (121698.450000 sec): 3 clusters
  Score: Raw -264717.862282 + Penalty 2529.412360 = -262188.449922
  nChanged 26
		SP:Iteration 13Q (121698.610000 sec): 3 clusters
  Score: Raw -264729.617293 + Penalty 2529.412360 = -262200.204932
  nChanged 15
		SP:Iteration 14Q (121698.760000 sec): 3 clusters
  Score: Raw -264737.854511 + Penalty 2529.412360 = -262208.442150
  nChanged 11
		SP:Iteration 15Q (121698.920000 sec): 3 clusters
  Score: Raw -264742.920703 + Penalty 2529.412360 = -262213.508343
  nChanged 7
		SP:Iteration 16Q (121699.080000 sec): 3 clusters
  Score: Raw -264746.482905 + Penalty 2529.412360 = -262217.070545
  nChanged 9
		SP:Iteration 17Q (121699.270000 sec): 3 clusters
  Score: Raw -264750.191244 + Penalty 2529.412360 = -262220.778884
  nChanged 12
		SP:Iteration 18Q (121699.410000 sec): 3 clusters
  Score: Raw -264755.202657 + Penalty 2529.412360 = -262225.790297
  nChanged 12
		SP:Iteration 19Q (121699.610000 sec): 3 clusters
  Score: Raw -264763.122999 + Penalty 2529.412360 = -262233.710639
  nChanged 13
		SP:Iteration 20F (121699.790000 sec): 3 clusters
  Score: Raw -264768.389054 + Penalty 2529.412360 = -262238.976693
  nChanged 8
		SP:Iteration 21Q (121700.070000 sec): 3 clusters
  Score: Raw -264771.999666 + Penalty 2529.412360 = -262242.587306
  nChanged 3
		SP:Iteration 22Q (121700.310000 sec): 3 clusters
  Score: Raw -264772.652048 + Penalty 2529.412360 = -262243.239688
  nChanged 1
		SP:Iteration 23Q (121700.510000 sec): 3 clusters
  Score: Raw -264773.299973 + Penalty 2529.412360 = -262243.887613
  nChanged 1
		SP:Iteration 24Q (121700.730000 sec): 3 clusters
  Score: Raw -264773.817519 + Penalty 2529.412360 = -262244.405158
  nChanged 0
		SP:Iteration 25F (121700.950000 sec): 3 clusters
  Score: Raw -264773.817519 + Penalty 2529.412360 = -262244.405158
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121701.020000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121701.240000 sec): 3 clusters
  Score: Raw -71942.876999 + Penalty 2084.906512 = -69857.970488
  nChanged 147
		SP:Iteration 1F (121701.430000 sec): 3 clusters
  Score: Raw -72138.644878 + Penalty 2084.906512 = -70053.738366
  nChanged 33
		SP:Iteration 2F (121701.620000 sec): 3 clusters
  Score: Raw -72198.305540 + Penalty 2084.906512 = -70113.399028
  nChanged 15
		SP:Iteration 3Q (121701.820000 sec): 3 clusters
  Score: Raw -72243.991971 + Penalty 2084.906512 = -70159.085459
  nChanged 9
		SP:Iteration 4Q (121702.020000 sec): 3 clusters
  Score: Raw -72278.971709 + Penalty 2084.906512 = -70194.065198
  nChanged 12
		SP:Iteration 5Q (121702.210000 sec): 3 clusters
  Score: Raw -72304.769794 + Penalty 2084.906512 = -70219.863282
  nChanged 8
		SP:Iteration 6Q (121702.370000 sec): 3 clusters
  Score: Raw -72313.568848 + Penalty 2084.906512 = -70228.662336
  nChanged 3
		SP:Iteration 7Q (121702.610000 sec): 3 clusters
  Score: Raw -72317.181359 + Penalty 2084.906512 = -70232.274847
  nChanged 1
		SP:Iteration 8Q (121702.810000 sec): 3 clusters
  Score: Raw -72317.767133 + Penalty 2084.906512 = -70232.860621
  nChanged 1
		SP:Iteration 9Q (121703.000000 sec): 3 clusters
  Score: Raw -72319.057572 + Penalty 2084.906512 = -70234.151060
  nChanged 0
		SP:Iteration 10F (121703.160000 sec): 3 clusters
  Score: Raw -72319.057572 + Penalty 2084.906512 = -70234.151060
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121703.290000 sec): 2 clusters
  Score: Raw -833849.777057 + Penalty 1442.483862 = -832407.293196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121703.520000 sec): 3 clusters
  Score: Raw -829956.029495 + Penalty 2884.967723 = -827071.061772
  nChanged 3006
		SP:Iteration 1F (121703.710000 sec): 3 clusters
  Score: Raw -831570.157884 + Penalty 2884.967723 = -828685.190161
  nChanged 471
		SP:Iteration 2F (121703.950000 sec): 3 clusters
  Score: Raw -831795.168317 + Penalty 2884.967723 = -828910.200594
  nChanged 373
		SP:Iteration 3F (121704.150000 sec): 3 clusters
  Score: Raw -831976.127884 + Penalty 2884.967723 = -829091.160161
  nChanged 315
		SP:Iteration 4Q (121704.400000 sec): 3 clusters
  Score: Raw -832107.392440 + Penalty 2884.967723 = -829222.424717
  nChanged 293
		SP:Iteration 5Q (121704.600000 sec): 3 clusters
  Score: Raw -832249.329571 + Penalty 2884.967723 = -829364.361848
  nChanged 304
		SP:Iteration 6Q (121704.830000 sec): 3 clusters
  Score: Raw -832418.834742 + Penalty 2884.967723 = -829533.867019
  nChanged 301
		SP:Iteration 7Q (121705.050000 sec): 3 clusters
  Score: Raw -832613.877859 + Penalty 2884.967723 = -829728.910136
  nChanged 327
		SP:Iteration 8Q (121705.230000 sec): 3 clusters
  Score: Raw -832829.871002 + Penalty 2884.967723 = -829944.903279
  nChanged 255
		SP:Iteration 9Q (121705.450000 sec): 3 clusters
  Score: Raw -832994.208459 + Penalty 2884.967723 = -830109.240736
  nChanged 261
		SP:Iteration 10Q (121705.700000 sec): 3 clusters
  Score: Raw -833173.716163 + Penalty 2884.967723 = -830288.748440
  nChanged 231
		SP:Iteration 11Q (121705.910000 sec): 3 clusters
  Score: Raw -833344.975318 + Penalty 2884.967723 = -830460.007595
  nChanged 197
		SP:Iteration 12Q (121706.120000 sec): 3 clusters
  Score: Raw -833484.843231 + Penalty 2884.967723 = -830599.875508
  nChanged 133
		SP:Iteration 13Q (121706.340000 sec): 3 clusters
  Score: Raw -833583.830739 + Penalty 2884.967723 = -830698.863016
  nChanged 93
		SP:Iteration 14Q (121706.550000 sec): 3 clusters
  Score: Raw -833656.255975 + Penalty 2884.967723 = -830771.288252
  nChanged 92
		SP:Iteration 15Q (121706.770000 sec): 3 clusters
  Score: Raw -833730.882717 + Penalty 2884.967723 = -830845.914994
  nChanged 75
		SP:Iteration 16Q (121706.950000 sec): 3 clusters
  Score: Raw -833791.039572 + Penalty 2884.967723 = -830906.071849
  nChanged 75
		SP:Iteration 17Q (121707.180000 sec): 3 clusters
  Score: Raw -833852.994940 + Penalty 2884.967723 = -830968.027217
  nChanged 61
		SP:Iteration 18Q (121707.360000 sec): 3 clusters
  Score: Raw -833888.417193 + Penalty 2884.967723 = -831003.449470
  nChanged 37
		SP:Iteration 19Q (121707.570000 sec): 3 clusters
  Score: Raw -833918.436746 + Penalty 2884.967723 = -831033.469023
  nChanged 37
		SP:Iteration 20F (121707.770000 sec): 3 clusters
  Score: Raw -833948.164983 + Penalty 2884.967723 = -831063.197260
  nChanged 19
		SP:Iteration 21Q (121707.970000 sec): 3 clusters
  Score: Raw -833958.462299 + Penalty 2884.967723 = -831073.494576
  nChanged 18
		SP:Iteration 22Q (121708.210000 sec): 3 clusters
  Score: Raw -833972.194861 + Penalty 2884.967723 = -831087.227138
  nChanged 16
		SP:Iteration 23Q (121708.410000 sec): 3 clusters
  Score: Raw -833985.888619 + Penalty 2884.967723 = -831100.920896
  nChanged 17
		SP:Iteration 24Q (121708.600000 sec): 3 clusters
  Score: Raw -833994.325126 + Penalty 2884.967723 = -831109.357403
  nChanged 16
		SP:Iteration 25Q (121708.810000 sec): 3 clusters
  Score: Raw -834003.672914 + Penalty 2884.967723 = -831118.705191
  nChanged 15
		SP:Iteration 26Q (121708.980000 sec): 3 clusters
  Score: Raw -834014.985313 + Penalty 2884.967723 = -831130.017590
  nChanged 20
		SP:Iteration 27Q (121709.220000 sec): 3 clusters
  Score: Raw -834026.114038 + Penalty 2884.967723 = -831141.146314
  nChanged 16
		SP:Iteration 28Q (121709.410000 sec): 3 clusters
  Score: Raw -834039.488025 + Penalty 2884.967723 = -831154.520302
  nChanged 22
		SP:Iteration 29Q (121709.630000 sec): 3 clusters
  Score: Raw -834056.018517 + Penalty 2884.967723 = -831171.050794
  nChanged 20
		SP:Iteration 30Q (121709.830000 sec): 3 clusters
  Score: Raw -834070.771360 + Penalty 2884.967723 = -831185.803637
  nChanged 15
		SP:Iteration 31Q (121710.020000 sec): 3 clusters
  Score: Raw -834078.021021 + Penalty 2884.967723 = -831193.053298
  nChanged 19
		SP:Iteration 32Q (121710.270000 sec): 3 clusters
  Score: Raw -834087.806867 + Penalty 2884.967723 = -831202.839144
  nChanged 8
		SP:Iteration 33Q (121710.540000 sec): 3 clusters
  Score: Raw -834093.493266 + Penalty 2884.967723 = -831208.525543
  nChanged 13
		SP:Iteration 34Q (121710.830000 sec): 3 clusters
  Score: Raw -834099.203544 + Penalty 2884.967723 = -831214.235821
  nChanged 3
		SP:Iteration 35Q (121711.120000 sec): 3 clusters
  Score: Raw -834101.501792 + Penalty 2884.967723 = -831216.534069
  nChanged 7
		SP:Iteration 36Q (121711.340000 sec): 3 clusters
  Score: Raw -834105.111400 + Penalty 2884.967723 = -831220.143677
  nChanged 6
		SP:Iteration 37Q (121711.580000 sec): 3 clusters
  Score: Raw -834108.373620 + Penalty 2884.967723 = -831223.405897
  nChanged 9
		SP:Iteration 38Q (121711.800000 sec): 3 clusters
  Score: Raw -834111.698402 + Penalty 2884.967723 = -831226.730679
  nChanged 1
		SP:Iteration 39Q (121712.040000 sec): 3 clusters
  Score: Raw -834111.984301 + Penalty 2884.967723 = -831227.016578
  nChanged 1
		SP:Iteration 40F (121712.260000 sec): 3 clusters
  Score: Raw -834112.300124 + Penalty 2884.967723 = -831227.332401
  nChanged 1
		SP:Iteration 41Q (121712.460000 sec): 3 clusters
  Score: Raw -834113.033614 + Penalty 2884.967723 = -831228.065891
  nChanged 1
		SP:Iteration 42Q (121712.670000 sec): 3 clusters
  Score: Raw -834113.648269 + Penalty 2884.967723 = -831228.680546
  nChanged 0
		SP:Iteration 43F (121712.900000 sec): 3 clusters
  Score: Raw -834113.648269 + Penalty 2884.967723 = -831228.680546
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121713.080000 sec): 2 clusters
  Score: Raw -706684.400814 + Penalty 1416.117227 = -705268.283587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121713.280000 sec): 3 clusters
  Score: Raw -703444.398020 + Penalty 2832.234454 = -700612.163566
  nChanged 2529
		SP:Iteration 1F (121713.530000 sec): 3 clusters
  Score: Raw -704826.347840 + Penalty 2832.234454 = -701994.113386
  nChanged 436
		SP:Iteration 2F (121713.730000 sec): 3 clusters
  Score: Raw -705097.820368 + Penalty 2832.234454 = -702265.585913
  nChanged 365
		SP:Iteration 3F (121713.860000 sec): 3 clusters
  Score: Raw -705319.584774 + Penalty 2832.234454 = -702487.350320
  nChanged 298
		SP:Iteration 4Q (121714.070000 sec): 3 clusters
  Score: Raw -705486.931670 + Penalty 2832.234454 = -702654.697216
  nChanged 266
		SP:Iteration 5Q (121714.260000 sec): 3 clusters
  Score: Raw -705635.407457 + Penalty 2832.234454 = -702803.173003
  nChanged 253
		SP:Iteration 6Q (121714.500000 sec): 3 clusters
  Score: Raw -705782.437319 + Penalty 2832.234454 = -702950.202865
  nChanged 239
		SP:Iteration 7Q (121714.670000 sec): 3 clusters
  Score: Raw -705916.305799 + Penalty 2832.234454 = -703084.071345
  nChanged 224
		SP:Iteration 8Q (121714.900000 sec): 3 clusters
  Score: Raw -706051.144657 + Penalty 2832.234454 = -703218.910203
  nChanged 208
		SP:Iteration 9Q (121715.140000 sec): 3 clusters
  Score: Raw -706193.186032 + Penalty 2832.234454 = -703360.951578
  nChanged 207
		SP:Iteration 10Q (121715.400000 sec): 3 clusters
  Score: Raw -706340.069312 + Penalty 2832.234454 = -703507.834858
  nChanged 202
		SP:Iteration 11Q (121715.660000 sec): 3 clusters
  Score: Raw -706483.320936 + Penalty 2832.234454 = -703651.086482
  nChanged 191
		SP:Iteration 12Q (121715.860000 sec): 3 clusters
  Score: Raw -706636.306447 + Penalty 2832.234454 = -703804.071993
  nChanged 161
		SP:Iteration 13Q (121716.050000 sec): 3 clusters
  Score: Raw -706754.442713 + Penalty 2832.234454 = -703922.208259
  nChanged 124
		SP:Iteration 14Q (121716.210000 sec): 3 clusters
  Score: Raw -706851.592527 + Penalty 2832.234454 = -704019.358073
  nChanged 115
		SP:Iteration 15Q (121716.460000 sec): 3 clusters
  Score: Raw -706940.186571 + Penalty 2832.234454 = -704107.952117
  nChanged 94
		SP:Iteration 16Q (121716.650000 sec): 3 clusters
  Score: Raw -707004.671140 + Penalty 2832.234454 = -704172.436686
  nChanged 70
		SP:Iteration 17Q (121716.860000 sec): 3 clusters
  Score: Raw -707060.315595 + Penalty 2832.234454 = -704228.081141
  nChanged 69
		SP:Iteration 18Q (121717.040000 sec): 3 clusters
  Score: Raw -707107.404650 + Penalty 2832.234454 = -704275.170196
  nChanged 61
		SP:Iteration 19Q (121717.240000 sec): 3 clusters
  Score: Raw -707153.313802 + Penalty 2832.234454 = -704321.079347
  nChanged 64
		SP:Iteration 20F (121717.480000 sec): 3 clusters
  Score: Raw -707200.507289 + Penalty 2832.234454 = -704368.272835
  nChanged 50
		SP:Iteration 21Q (121717.690000 sec): 3 clusters
  Score: Raw -707234.832106 + Penalty 2832.234454 = -704402.597652
  nChanged 34
		SP:Iteration 22Q (121717.920000 sec): 3 clusters
  Score: Raw -707260.638250 + Penalty 2832.234454 = -704428.403796
  nChanged 32
		SP:Iteration 23Q (121718.190000 sec): 3 clusters
  Score: Raw -707284.658751 + Penalty 2832.234454 = -704452.424297
  nChanged 30
		SP:Iteration 24Q (121718.460000 sec): 3 clusters
  Score: Raw -707306.099404 + Penalty 2832.234454 = -704473.864950
  nChanged 29
		SP:Iteration 25Q (121718.720000 sec): 3 clusters
  Score: Raw -707325.139785 + Penalty 2832.234454 = -704492.905331
  nChanged 21
		SP:Iteration 26Q (121718.910000 sec): 3 clusters
  Score: Raw -707336.625967 + Penalty 2832.234454 = -704504.391513
  nChanged 16
		SP:Iteration 27Q (121719.110000 sec): 3 clusters
  Score: Raw -707342.970702 + Penalty 2832.234454 = -704510.736248
  nChanged 14
		SP:Iteration 28Q (121719.340000 sec): 3 clusters
  Score: Raw -707348.676989 + Penalty 2832.234454 = -704516.442535
  nChanged 9
		SP:Iteration 29Q (121719.560000 sec): 3 clusters
  Score: Raw -707351.335953 + Penalty 2832.234454 = -704519.101499
  nChanged 8
		SP:Iteration 30Q (121719.800000 sec): 3 clusters
  Score: Raw -707353.513134 + Penalty 2832.234454 = -704521.278680
  nChanged 8
		SP:Iteration 31Q (121720.040000 sec): 3 clusters
  Score: Raw -707356.122704 + Penalty 2832.234454 = -704523.888250
  nChanged 10
		SP:Iteration 32Q (121720.250000 sec): 3 clusters
  Score: Raw -707359.537579 + Penalty 2832.234454 = -704527.303125
  nChanged 9
		SP:Iteration 33Q (121720.440000 sec): 3 clusters
  Score: Raw -707363.425397 + Penalty 2832.234454 = -704531.190943
  nChanged 8
		SP:Iteration 34Q (121720.650000 sec): 3 clusters
  Score: Raw -707365.590999 + Penalty 2832.234454 = -704533.356545
  nChanged 8
		SP:Iteration 35Q (121720.870000 sec): 3 clusters
  Score: Raw -707368.224921 + Penalty 2832.234454 = -704535.990467
  nChanged 7
		SP:Iteration 36Q (121721.040000 sec): 3 clusters
  Score: Raw -707371.863782 + Penalty 2832.234454 = -704539.629328
  nChanged 6
		SP:Iteration 37Q (121721.310000 sec): 3 clusters
  Score: Raw -707373.157610 + Penalty 2832.234454 = -704540.923156
  nChanged 3
		SP:Iteration 38Q (121721.510000 sec): 3 clusters
  Score: Raw -707373.969652 + Penalty 2832.234454 = -704541.735198
  nChanged 0
		SP:Iteration 39F (121721.750000 sec): 3 clusters
  Score: Raw -707373.969652 + Penalty 2832.234454 = -704541.735198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121722.000000 sec): 2 clusters
  Score: Raw -1839790.758955 + Penalty 1574.783404 = -1838215.975551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121722.310000 sec): 3 clusters
  Score: Raw -1830372.216976 + Penalty 3149.566808 = -1827222.650168
  nChanged 7118
		SP:Iteration 1F (121722.550000 sec): 3 clusters
  Score: Raw -1834326.091211 + Penalty 3149.566808 = -1831176.524403
  nChanged 1096
		SP:Iteration 2F (121722.830000 sec): 3 clusters
  Score: Raw -1834917.080963 + Penalty 3149.566808 = -1831767.514155
  nChanged 1106
		SP:Iteration 3F (121723.140000 sec): 3 clusters
  Score: Raw -1835644.941140 + Penalty 3149.566808 = -1832495.374332
  nChanged 1135
		SP:Iteration 4F (121723.460000 sec): 3 clusters
  Score: Raw -1836440.353974 + Penalty 3149.566808 = -1833290.787166
  nChanged 1074
		SP:Iteration 5F (121723.700000 sec): 3 clusters
  Score: Raw -1837160.489358 + Penalty 3149.566808 = -1834010.922550
  nChanged 922
		SP:Iteration 6F (121723.960000 sec): 3 clusters
  Score: Raw -1837777.058563 + Penalty 3149.566808 = -1834627.491755
  nChanged 749
		SP:Iteration 7Q (121724.230000 sec): 3 clusters
  Score: Raw -1838295.673170 + Penalty 3149.566808 = -1835146.106362
  nChanged 638
		SP:Iteration 8Q (121724.480000 sec): 3 clusters
  Score: Raw -1838777.943749 + Penalty 3149.566808 = -1835628.376941
  nChanged 520
		SP:Iteration 9Q (121724.740000 sec): 3 clusters
  Score: Raw -1839184.683670 + Penalty 3149.566808 = -1836035.116862
  nChanged 414
		SP:Iteration 10Q (121724.990000 sec): 3 clusters
  Score: Raw -1839530.463130 + Penalty 3149.566808 = -1836380.896322
  nChanged 343
		SP:Iteration 11Q (121725.200000 sec): 3 clusters
  Score: Raw -1839791.643868 + Penalty 3149.566808 = -1836642.077060
  nChanged 286
		SP:Iteration 12Q (121725.460000 sec): 3 clusters
  Score: Raw -1840003.152613 + Penalty 3149.566808 = -1836853.585805
  nChanged 215
		SP:Iteration 13Q (121725.740000 sec): 3 clusters
  Score: Raw -1840138.465228 + Penalty 3149.566808 = -1836988.898420
  nChanged 173
		SP:Iteration 14Q (121725.990000 sec): 3 clusters
  Score: Raw -1840227.576287 + Penalty 3149.566808 = -1837078.009479
  nChanged 130
		SP:Iteration 15Q (121726.260000 sec): 3 clusters
  Score: Raw -1840305.005093 + Penalty 3149.566808 = -1837155.438285
  nChanged 121
		SP:Iteration 16Q (121726.500000 sec): 3 clusters
  Score: Raw -1840378.206734 + Penalty 3149.566808 = -1837228.639926
  nChanged 106
		SP:Iteration 17Q (121726.740000 sec): 3 clusters
  Score: Raw -1840444.961128 + Penalty 3149.566808 = -1837295.394320
  nChanged 96
		SP:Iteration 18Q (121726.970000 sec): 3 clusters
  Score: Raw -1840495.311813 + Penalty 3149.566808 = -1837345.745005
  nChanged 73
		SP:Iteration 19Q (121727.180000 sec): 3 clusters
  Score: Raw -1840529.970430 + Penalty 3149.566808 = -1837380.403622
  nChanged 70
		SP:Iteration 20F (121727.370000 sec): 3 clusters
  Score: Raw -1840561.263373 + Penalty 3149.566808 = -1837411.696565
  nChanged 64
		SP:Iteration 21Q (121727.630000 sec): 3 clusters
  Score: Raw -1840588.739667 + Penalty 3149.566808 = -1837439.172859
  nChanged 54
		SP:Iteration 22Q (121727.840000 sec): 3 clusters
  Score: Raw -1840610.458877 + Penalty 3149.566808 = -1837460.892069
  nChanged 37
		SP:Iteration 23Q (121728.070000 sec): 3 clusters
  Score: Raw -1840621.799295 + Penalty 3149.566808 = -1837472.232487
  nChanged 20
		SP:Iteration 24Q (121728.340000 sec): 3 clusters
  Score: Raw -1840628.503563 + Penalty 3149.566808 = -1837478.936755
  nChanged 16
		SP:Iteration 25Q (121728.560000 sec): 3 clusters
  Score: Raw -1840631.248361 + Penalty 3149.566808 = -1837481.681553
  nChanged 14
		SP:Iteration 26Q (121728.810000 sec): 3 clusters
  Score: Raw -1840633.750792 + Penalty 3149.566808 = -1837484.183984
  nChanged 11
		SP:Iteration 27Q (121729.130000 sec): 3 clusters
  Score: Raw -1840636.719796 + Penalty 3149.566808 = -1837487.152988
  nChanged 9
		SP:Iteration 28Q (121729.420000 sec): 3 clusters
  Score: Raw -1840638.536564 + Penalty 3149.566808 = -1837488.969756
  nChanged 5
		SP:Iteration 29Q (121729.670000 sec): 3 clusters
  Score: Raw -1840639.333964 + Penalty 3149.566808 = -1837489.767156
  nChanged 4
		SP:Iteration 30Q (121729.870000 sec): 3 clusters
  Score: Raw -1840640.009090 + Penalty 3149.566808 = -1837490.442282
  nChanged 1
		SP:Iteration 31Q (121730.190000 sec): 3 clusters
  Score: Raw -1840640.278411 + Penalty 3149.566808 = -1837490.711604
  nChanged 3
		SP:Iteration 32Q (121730.450000 sec): 3 clusters
  Score: Raw -1840641.087644 + Penalty 3149.566808 = -1837491.520836
  nChanged 3
		SP:Iteration 33Q (121730.770000 sec): 3 clusters
  Score: Raw -1840641.608515 + Penalty 3149.566808 = -1837492.041707
  nChanged 2
		SP:Iteration 34Q (121731.040000 sec): 3 clusters
  Score: Raw -1840641.846127 + Penalty 3149.566808 = -1837492.279320
  nChanged 1
		SP:Iteration 35Q (121731.340000 sec): 3 clusters
  Score: Raw -1840641.995996 + Penalty 3149.566808 = -1837492.429188
  nChanged 4
		SP:Iteration 36Q (121731.560000 sec): 3 clusters
  Score: Raw -1840642.692645 + Penalty 3149.566808 = -1837493.125837
  nChanged 5
		SP:Iteration 37Q (121731.800000 sec): 3 clusters
  Score: Raw -1840643.601721 + Penalty 3149.566808 = -1837494.034914
  nChanged 4
		SP:Iteration 38Q (121732.040000 sec): 3 clusters
  Score: Raw -1840644.131212 + Penalty 3149.566808 = -1837494.564404
  nChanged 1
		SP:Iteration 39Q (121732.300000 sec): 3 clusters
  Score: Raw -1840644.192346 + Penalty 3149.566808 = -1837494.625538
  nChanged 0
		SP:Iteration 40F (121732.500000 sec): 3 clusters
  Score: Raw -1840644.192346 + Penalty 3149.566808 = -1837494.625538
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121732.770000 sec): 2 clusters
  Score: Raw -2379314.867390 + Penalty 1614.631968 = -2377700.235422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121733.060000 sec): 3 clusters
  Score: Raw -2366881.440129 + Penalty 3229.263936 = -2363652.176193
  nChanged 9306
		SP:Iteration 1F (121733.350000 sec): 3 clusters
  Score: Raw -2372116.962345 + Penalty 3229.263936 = -2368887.698409
  nChanged 1200
		SP:Iteration 2F (121733.720000 sec): 3 clusters
  Score: Raw -2372702.059928 + Penalty 3229.263936 = -2369472.795992
  nChanged 1253
		SP:Iteration 3F (121734.050000 sec): 3 clusters
  Score: Raw -2373399.291319 + Penalty 3229.263936 = -2370170.027383
  nChanged 1338
		SP:Iteration 4F (121734.350000 sec): 3 clusters
  Score: Raw -2374262.500042 + Penalty 3229.263936 = -2371033.236106
  nChanged 1364
		SP:Iteration 5F (121734.680000 sec): 3 clusters
  Score: Raw -2375218.132360 + Penalty 3229.263936 = -2371988.868424
  nChanged 1255
		SP:Iteration 6F (121735.020000 sec): 3 clusters
  Score: Raw -2376141.134779 + Penalty 3229.263936 = -2372911.870842
  nChanged 1185
		SP:Iteration 7F (121735.290000 sec): 3 clusters
  Score: Raw -2377042.033783 + Penalty 3229.263936 = -2373812.769846
  nChanged 965
		SP:Iteration 8Q (121735.560000 sec): 3 clusters
  Score: Raw -2377792.791176 + Penalty 3229.263936 = -2374563.527240
  nChanged 744
		SP:Iteration 9Q (121735.890000 sec): 3 clusters
  Score: Raw -2378438.040446 + Penalty 3229.263936 = -2375208.776509
  nChanged 567
		SP:Iteration 10Q (121736.190000 sec): 3 clusters
  Score: Raw -2378944.515772 + Penalty 3229.263936 = -2375715.251836
  nChanged 410
		SP:Iteration 11Q (121736.440000 sec): 3 clusters
  Score: Raw -2379259.717901 + Penalty 3229.263936 = -2376030.453964
  nChanged 254
		SP:Iteration 12Q (121736.710000 sec): 3 clusters
  Score: Raw -2379420.913546 + Penalty 3229.263936 = -2376191.649609
  nChanged 156
		SP:Iteration 13Q (121736.980000 sec): 3 clusters
  Score: Raw -2379513.185044 + Penalty 3229.263936 = -2376283.921108
  nChanged 112
		SP:Iteration 14Q (121737.260000 sec): 3 clusters
  Score: Raw -2379580.161355 + Penalty 3229.263936 = -2376350.897419
  nChanged 100
		SP:Iteration 15Q (121737.590000 sec): 3 clusters
  Score: Raw -2379648.958709 + Penalty 3229.263936 = -2376419.694773
  nChanged 79
		SP:Iteration 16Q (121737.820000 sec): 3 clusters
  Score: Raw -2379693.325877 + Penalty 3229.263936 = -2376464.061941
  nChanged 65
		SP:Iteration 17Q (121738.040000 sec): 3 clusters
  Score: Raw -2379722.998777 + Penalty 3229.263936 = -2376493.734841
  nChanged 44
		SP:Iteration 18Q (121738.290000 sec): 3 clusters
  Score: Raw -2379743.885860 + Penalty 3229.263936 = -2376514.621924
  nChanged 29
		SP:Iteration 19Q (121738.540000 sec): 3 clusters
  Score: Raw -2379756.868582 + Penalty 3229.263936 = -2376527.604646
  nChanged 20
		SP:Iteration 20F (121738.830000 sec): 3 clusters
  Score: Raw -2379768.464731 + Penalty 3229.263936 = -2376539.200795
  nChanged 24
		SP:Iteration 21Q (121739.100000 sec): 3 clusters
  Score: Raw -2379777.237294 + Penalty 3229.263936 = -2376547.973357
  nChanged 21
		SP:Iteration 22Q (121739.350000 sec): 3 clusters
  Score: Raw -2379783.669377 + Penalty 3229.263936 = -2376554.405441
  nChanged 12
		SP:Iteration 23Q (121739.650000 sec): 3 clusters
  Score: Raw -2379789.656813 + Penalty 3229.263936 = -2376560.392877
  nChanged 18
		SP:Iteration 24Q (121739.900000 sec): 3 clusters
  Score: Raw -2379797.802536 + Penalty 3229.263936 = -2376568.538600
  nChanged 12
		SP:Iteration 25Q (121740.170000 sec): 3 clusters
  Score: Raw -2379800.826084 + Penalty 3229.263936 = -2376571.562148
  nChanged 6
		SP:Iteration 26Q (121740.410000 sec): 3 clusters
  Score: Raw -2379804.029581 + Penalty 3229.263936 = -2376574.765644
  nChanged 11
		SP:Iteration 27Q (121740.660000 sec): 3 clusters
  Score: Raw -2379807.111017 + Penalty 3229.263936 = -2376577.847081
  nChanged 7
		SP:Iteration 28Q (121740.920000 sec): 3 clusters
  Score: Raw -2379809.694553 + Penalty 3229.263936 = -2376580.430617
  nChanged 8
		SP:Iteration 29Q (121741.260000 sec): 3 clusters
  Score: Raw -2379813.405789 + Penalty 3229.263936 = -2376584.141852
  nChanged 5
		SP:Iteration 30Q (121741.510000 sec): 3 clusters
  Score: Raw -2379815.115663 + Penalty 3229.263936 = -2376585.851727
  nChanged 0
		SP:Iteration 31F (121741.780000 sec): 3 clusters
  Score: Raw -2379815.115663 + Penalty 3229.263936 = -2376585.851727
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121742.050000 sec): 2 clusters
  Score: Raw -3987076.552194 + Penalty 1689.109264 = -3985387.442929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121742.420000 sec): 3 clusters
  Score: Raw -3966848.464781 + Penalty 3378.218528 = -3963470.246253
  nChanged 15116
		SP:Iteration 1F (121742.810000 sec): 3 clusters
  Score: Raw -3975294.111783 + Penalty 3378.218528 = -3971915.893255
  nChanged 1629
		SP:Iteration 2Q (121743.190000 sec): 3 clusters
  Score: Raw -3975913.866570 + Penalty 3378.218528 = -3972535.648041
  nChanged 1740
		SP:Iteration 3F (121743.560000 sec): 3 clusters
  Score: Raw -3976662.316166 + Penalty 3378.218528 = -3973284.097637
  nChanged 1881
		SP:Iteration 4F (121743.940000 sec): 3 clusters
  Score: Raw -3977626.309210 + Penalty 3378.218528 = -3974248.090682
  nChanged 2115
		SP:Iteration 5F (121744.290000 sec): 3 clusters
  Score: Raw -3978868.535695 + Penalty 3378.218528 = -3975490.317166
  nChanged 2159
		SP:Iteration 6F (121744.690000 sec): 3 clusters
  Score: Raw -3980298.648406 + Penalty 3378.218528 = -3976920.429877
  nChanged 2069
		SP:Iteration 7F (121745.060000 sec): 3 clusters
  Score: Raw -3981721.634407 + Penalty 3378.218528 = -3978343.415879
  nChanged 1806
		SP:Iteration 8F (121745.380000 sec): 3 clusters
  Score: Raw -3983083.063205 + Penalty 3378.218528 = -3979704.844676
  nChanged 1585
		SP:Iteration 9Q (121745.720000 sec): 3 clusters
  Score: Raw -3984348.956849 + Penalty 3378.218528 = -3980970.738321
  nChanged 1316
		SP:Iteration 10Q (121746.050000 sec): 3 clusters
  Score: Raw -3985466.645582 + Penalty 3378.218528 = -3982088.427053
  nChanged 958
		SP:Iteration 11Q (121746.410000 sec): 3 clusters
  Score: Raw -3986255.580682 + Penalty 3378.218528 = -3982877.362154
  nChanged 596
		SP:Iteration 12Q (121746.770000 sec): 3 clusters
  Score: Raw -3986760.263255 + Penalty 3378.218528 = -3983382.044727
  nChanged 377
		SP:Iteration 13Q (121747.100000 sec): 3 clusters
  Score: Raw -3987070.505032 + Penalty 3378.218528 = -3983692.286504
  nChanged 218
		SP:Iteration 14Q (121747.410000 sec): 3 clusters
  Score: Raw -3987228.294423 + Penalty 3378.218528 = -3983850.075895
  nChanged 162
		SP:Iteration 15Q (121747.690000 sec): 3 clusters
  Score: Raw -3987335.050934 + Penalty 3378.218528 = -3983956.832406
  nChanged 117
		SP:Iteration 16Q (121747.970000 sec): 3 clusters
  Score: Raw -3987405.274963 + Penalty 3378.218528 = -3984027.056435
  nChanged 78
		SP:Iteration 17Q (121748.290000 sec): 3 clusters
  Score: Raw -3987445.250280 + Penalty 3378.218528 = -3984067.031751
  nChanged 53
		SP:Iteration 18Q (121748.650000 sec): 3 clusters
  Score: Raw -3987468.790544 + Penalty 3378.218528 = -3984090.572016
  nChanged 44
		SP:Iteration 19Q (121748.970000 sec): 3 clusters
  Score: Raw -3987488.268557 + Penalty 3378.218528 = -3984110.050029
  nChanged 43
		SP:Iteration 20F (121749.310000 sec): 3 clusters
  Score: Raw -3987511.950422 + Penalty 3378.218528 = -3984133.731894
  nChanged 33
		SP:Iteration 21Q (121749.680000 sec): 3 clusters
  Score: Raw -3987529.674918 + Penalty 3378.218528 = -3984151.456390
  nChanged 32
		SP:Iteration 22Q (121749.970000 sec): 3 clusters
  Score: Raw -3987545.571460 + Penalty 3378.218528 = -3984167.352932
  nChanged 25
		SP:Iteration 23Q (121750.330000 sec): 3 clusters
  Score: Raw -3987558.844016 + Penalty 3378.218528 = -3984180.625488
  nChanged 17
		SP:Iteration 24Q (121750.670000 sec): 3 clusters
  Score: Raw -3987566.829234 + Penalty 3378.218528 = -3984188.610705
  nChanged 14
		SP:Iteration 25Q (121750.920000 sec): 3 clusters
  Score: Raw -3987570.369082 + Penalty 3378.218528 = -3984192.150554
  nChanged 14
		SP:Iteration 26Q (121751.270000 sec): 3 clusters
  Score: Raw -3987573.460921 + Penalty 3378.218528 = -3984195.242393
  nChanged 7
		SP:Iteration 27Q (121751.610000 sec): 3 clusters
  Score: Raw -3987575.235508 + Penalty 3378.218528 = -3984197.016980
  nChanged 6
		SP:Iteration 28Q (121751.880000 sec): 3 clusters
  Score: Raw -3987577.554702 + Penalty 3378.218528 = -3984199.336174
  nChanged 4
		SP:Iteration 29Q (121752.220000 sec): 3 clusters
  Score: Raw -3987578.991430 + Penalty 3378.218528 = -3984200.772902
  nChanged 8
		SP:Iteration 30Q (121752.580000 sec): 3 clusters
  Score: Raw -3987581.378366 + Penalty 3378.218528 = -3984203.159837
  nChanged 4
		SP:Iteration 31Q (121752.950000 sec): 3 clusters
  Score: Raw -3987582.361663 + Penalty 3378.218528 = -3984204.143135
  nChanged 1
		SP:Iteration 32Q (121753.270000 sec): 3 clusters
  Score: Raw -3987582.868781 + Penalty 3378.218528 = -3984204.650252
  nChanged 2
		SP:Iteration 33Q (121753.570000 sec): 3 clusters
  Score: Raw -3987583.101615 + Penalty 3378.218528 = -3984204.883087
  nChanged 2
		SP:Iteration 34Q (121753.930000 sec): 3 clusters
  Score: Raw -3987583.796955 + Penalty 3378.218528 = -3984205.578427
  nChanged 2
		SP:Iteration 35Q (121754.220000 sec): 3 clusters
  Score: Raw -3987584.489646 + Penalty 3378.218528 = -3984206.271118
  nChanged 1
		SP:Iteration 36Q (121754.550000 sec): 3 clusters
  Score: Raw -3987584.596969 + Penalty 3378.218528 = -3984206.378440
  nChanged 2
		SP:Iteration 37Q (121754.890000 sec): 3 clusters
  Score: Raw -3987585.301912 + Penalty 3378.218528 = -3984207.083384
  nChanged 2
		SP:Iteration 38Q (121755.180000 sec): 3 clusters
  Score: Raw -3987585.595100 + Penalty 3378.218528 = -3984207.376572
  nChanged 0
		SP:Iteration 39F (121755.580000 sec): 3 clusters
  Score: Raw -3987585.595100 + Penalty 3378.218528 = -3984207.376572
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121755.680000 sec): 2 clusters
  Score: Raw -119372.873278 + Penalty 1121.205005 = -118251.668273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121755.930000 sec): 3 clusters
  Score: Raw -119165.065402 + Penalty 2242.410010 = -116922.655392
  nChanged 317
		SP:Iteration 1F (121756.110000 sec): 3 clusters
  Score: Raw -119625.449715 + Penalty 2242.410010 = -117383.039705
  nChanged 110
		SP:Iteration 2F (121756.330000 sec): 3 clusters
  Score: Raw -119872.714021 + Penalty 2242.410010 = -117630.304011
  nChanged 63
		SP:Iteration 3F (121756.510000 sec): 3 clusters
  Score: Raw -119985.068274 + Penalty 2242.410010 = -117742.658264
  nChanged 39
		SP:Iteration 4Q (121756.700000 sec): 3 clusters
  Score: Raw -120040.224243 + Penalty 2242.410010 = -117797.814233
  nChanged 22
		SP:Iteration 5Q (121756.880000 sec): 3 clusters
  Score: Raw -120073.469523 + Penalty 2242.410010 = -117831.059513
  nChanged 14
		SP:Iteration 6Q (121757.070000 sec): 3 clusters
  Score: Raw -120090.072334 + Penalty 2242.410010 = -117847.662324
  nChanged 10
		SP:Iteration 7Q (121757.270000 sec): 3 clusters
  Score: Raw -120100.097890 + Penalty 2242.410010 = -117857.687880
  nChanged 2
		SP:Iteration 8Q (121757.430000 sec): 3 clusters
  Score: Raw -120102.120306 + Penalty 2242.410010 = -117859.710296
  nChanged 2
		SP:Iteration 9Q (121757.600000 sec): 3 clusters
  Score: Raw -120103.334896 + Penalty 2242.410010 = -117860.924886
  nChanged 1
		SP:Iteration 10Q (121757.760000 sec): 3 clusters
  Score: Raw -120104.117604 + Penalty 2242.410010 = -117861.707595
  nChanged 3
		SP:Iteration 11Q (121757.950000 sec): 3 clusters
  Score: Raw -120106.616521 + Penalty 2242.410010 = -117864.206511
  nChanged 2
		SP:Iteration 12Q (121758.160000 sec): 3 clusters
  Score: Raw -120108.476099 + Penalty 2242.410010 = -117866.066089
  nChanged 1
		SP:Iteration 13Q (121758.370000 sec): 3 clusters
  Score: Raw -120109.048697 + Penalty 2242.410010 = -117866.638687
  nChanged 0
		SP:Iteration 14F (121758.550000 sec): 3 clusters
  Score: Raw -120109.048697 + Penalty 2242.410010 = -117866.638687
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121758.660000 sec): 2 clusters
  Score: Raw -678363.672539 + Penalty 1394.825668 = -676968.846871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121758.900000 sec): 3 clusters
  Score: Raw -675637.269610 + Penalty 2789.651336 = -672847.618274
  nChanged 2142
		SP:Iteration 1F (121759.110000 sec): 3 clusters
  Score: Raw -676774.040838 + Penalty 2789.651336 = -673984.389503
  nChanged 309
		SP:Iteration 2F (121759.350000 sec): 3 clusters
  Score: Raw -676914.784492 + Penalty 2789.651336 = -674125.133156
  nChanged 228
		SP:Iteration 3Q (121759.570000 sec): 3 clusters
  Score: Raw -677015.255778 + Penalty 2789.651336 = -674225.604443
  nChanged 210
		SP:Iteration 4Q (121759.760000 sec): 3 clusters
  Score: Raw -677104.349484 + Penalty 2789.651336 = -674314.698148
  nChanged 166
		SP:Iteration 5Q (121759.950000 sec): 3 clusters
  Score: Raw -677182.356136 + Penalty 2789.651336 = -674392.704800
  nChanged 177
		SP:Iteration 6Q (121760.200000 sec): 3 clusters
  Score: Raw -677276.172870 + Penalty 2789.651336 = -674486.521534
  nChanged 193
		SP:Iteration 7Q (121760.450000 sec): 3 clusters
  Score: Raw -677379.207927 + Penalty 2789.651336 = -674589.556591
  nChanged 166
		SP:Iteration 8Q (121760.620000 sec): 3 clusters
  Score: Raw -677472.509425 + Penalty 2789.651336 = -674682.858089
  nChanged 190
		SP:Iteration 9Q (121760.820000 sec): 3 clusters
  Score: Raw -677590.139596 + Penalty 2789.651336 = -674800.488260
  nChanged 174
		SP:Iteration 10Q (121760.970000 sec): 3 clusters
  Score: Raw -677684.082047 + Penalty 2789.651336 = -674894.430711
  nChanged 164
		SP:Iteration 11Q (121761.200000 sec): 3 clusters
  Score: Raw -677785.310457 + Penalty 2789.651336 = -674995.659122
  nChanged 158
		SP:Iteration 12Q (121761.430000 sec): 3 clusters
  Score: Raw -677903.314705 + Penalty 2789.651336 = -675113.663369
  nChanged 155
		SP:Iteration 13Q (121761.640000 sec): 3 clusters
  Score: Raw -678017.536020 + Penalty 2789.651336 = -675227.884684
  nChanged 126
		SP:Iteration 14Q (121761.820000 sec): 3 clusters
  Score: Raw -678111.627642 + Penalty 2789.651336 = -675321.976306
  nChanged 103
		SP:Iteration 15Q (121762.020000 sec): 3 clusters
  Score: Raw -678191.861396 + Penalty 2789.651336 = -675402.210060
  nChanged 81
		SP:Iteration 16Q (121762.260000 sec): 3 clusters
  Score: Raw -678252.618012 + Penalty 2789.651336 = -675462.966676
  nChanged 65
		SP:Iteration 17Q (121762.440000 sec): 3 clusters
  Score: Raw -678309.698053 + Penalty 2789.651336 = -675520.046717
  nChanged 60
		SP:Iteration 18Q (121762.640000 sec): 3 clusters
  Score: Raw -678379.903888 + Penalty 2789.651336 = -675590.252552
  nChanged 44
		SP:Iteration 19Q (121762.840000 sec): 3 clusters
  Score: Raw -678423.690601 + Penalty 2789.651336 = -675634.039265
  nChanged 29
		SP:Iteration 20F (121763.070000 sec): 3 clusters
  Score: Raw -678455.206670 + Penalty 2789.651336 = -675665.555334
  nChanged 19
		SP:Iteration 21Q (121763.240000 sec): 3 clusters
  Score: Raw -678478.747252 + Penalty 2789.651336 = -675689.095916
  nChanged 14
		SP:Iteration 22Q (121763.480000 sec): 3 clusters
  Score: Raw -678494.765079 + Penalty 2789.651336 = -675705.113743
  nChanged 9
		SP:Iteration 23Q (121763.660000 sec): 3 clusters
  Score: Raw -678504.834617 + Penalty 2789.651336 = -675715.183281
  nChanged 5
		SP:Iteration 24Q (121763.880000 sec): 3 clusters
  Score: Raw -678511.673138 + Penalty 2789.651336 = -675722.021803
  nChanged 5
		SP:Iteration 25Q (121764.080000 sec): 3 clusters
  Score: Raw -678518.669893 + Penalty 2789.651336 = -675729.018557
  nChanged 0
		SP:Iteration 26F (121764.280000 sec): 3 clusters
  Score: Raw -678518.669893 + Penalty 2789.651336 = -675729.018557
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121764.450000 sec): 2 clusters
  Score: Raw -1330100.741261 + Penalty 1521.148400 = -1328579.592861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121764.690000 sec): 3 clusters
  Score: Raw -1323405.895194 + Penalty 3042.296800 = -1320363.598395
  nChanged 5092
		SP:Iteration 1F (121764.910000 sec): 3 clusters
  Score: Raw -1326248.832970 + Penalty 3042.296800 = -1323206.536170
  nChanged 730
		SP:Iteration 2F (121765.140000 sec): 3 clusters
  Score: Raw -1326637.742434 + Penalty 3042.296800 = -1323595.445634
  nChanged 672
		SP:Iteration 3F (121765.430000 sec): 3 clusters
  Score: Raw -1326976.002021 + Penalty 3042.296800 = -1323933.705221
  nChanged 610
		SP:Iteration 4F (121765.690000 sec): 3 clusters
  Score: Raw -1327303.873513 + Penalty 3042.296800 = -1324261.576713
  nChanged 619
		SP:Iteration 5F (121765.990000 sec): 3 clusters
  Score: Raw -1327680.257722 + Penalty 3042.296800 = -1324637.960922
  nChanged 637
		SP:Iteration 6F (121766.230000 sec): 3 clusters
  Score: Raw -1328100.298044 + Penalty 3042.296800 = -1325058.001244
  nChanged 614
		SP:Iteration 7F (121766.450000 sec): 3 clusters
  Score: Raw -1328506.292029 + Penalty 3042.296800 = -1325463.995230
  nChanged 579
		SP:Iteration 8Q (121766.690000 sec): 3 clusters
  Score: Raw -1328878.057037 + Penalty 3042.296800 = -1325835.760237
  nChanged 530
		SP:Iteration 9Q (121766.980000 sec): 3 clusters
  Score: Raw -1329207.999897 + Penalty 3042.296800 = -1326165.703097
  nChanged 462
		SP:Iteration 10Q (121767.220000 sec): 3 clusters
  Score: Raw -1329503.271636 + Penalty 3042.296800 = -1326460.974836
  nChanged 391
		SP:Iteration 11Q (121767.440000 sec): 3 clusters
  Score: Raw -1329759.801343 + Penalty 3042.296800 = -1326717.504543
  nChanged 306
		SP:Iteration 12Q (121767.770000 sec): 3 clusters
  Score: Raw -1329974.049991 + Penalty 3042.296800 = -1326931.753191
  nChanged 236
		SP:Iteration 13Q (121768.050000 sec): 3 clusters
  Score: Raw -1330159.285033 + Penalty 3042.296800 = -1327116.988233
  nChanged 192
		SP:Iteration 14Q (121768.300000 sec): 3 clusters
  Score: Raw -1330285.417546 + Penalty 3042.296800 = -1327243.120746
  nChanged 163
		SP:Iteration 15Q (121768.580000 sec): 3 clusters
  Score: Raw -1330375.051580 + Penalty 3042.296800 = -1327332.754780
  nChanged 114
		SP:Iteration 16Q (121768.840000 sec): 3 clusters
  Score: Raw -1330437.761764 + Penalty 3042.296800 = -1327395.464964
  nChanged 89
		SP:Iteration 17Q (121769.080000 sec): 3 clusters
  Score: Raw -1330478.942035 + Penalty 3042.296800 = -1327436.645235
  nChanged 73
		SP:Iteration 18Q (121769.250000 sec): 3 clusters
  Score: Raw -1330506.058368 + Penalty 3042.296800 = -1327463.761569
  nChanged 58
		SP:Iteration 19Q (121769.430000 sec): 3 clusters
  Score: Raw -1330524.896218 + Penalty 3042.296800 = -1327482.599418
  nChanged 46
		SP:Iteration 20F (121769.700000 sec): 3 clusters
  Score: Raw -1330543.168717 + Penalty 3042.296800 = -1327500.871917
  nChanged 49
		SP:Iteration 21Q (121769.910000 sec): 3 clusters
  Score: Raw -1330561.755461 + Penalty 3042.296800 = -1327519.458661
  nChanged 40
		SP:Iteration 22Q (121770.120000 sec): 3 clusters
  Score: Raw -1330575.985869 + Penalty 3042.296800 = -1327533.689069
  nChanged 36
		SP:Iteration 23Q (121770.310000 sec): 3 clusters
  Score: Raw -1330585.634051 + Penalty 3042.296800 = -1327543.337252
  nChanged 23
		SP:Iteration 24Q (121770.480000 sec): 3 clusters
  Score: Raw -1330592.285495 + Penalty 3042.296800 = -1327549.988695
  nChanged 19
		SP:Iteration 25Q (121770.680000 sec): 3 clusters
  Score: Raw -1330597.485402 + Penalty 3042.296800 = -1327555.188602
  nChanged 9
		SP:Iteration 26Q (121770.920000 sec): 3 clusters
  Score: Raw -1330599.235384 + Penalty 3042.296800 = -1327556.938584
  nChanged 11
		SP:Iteration 27Q (121771.190000 sec): 3 clusters
  Score: Raw -1330601.652707 + Penalty 3042.296800 = -1327559.355907
  nChanged 9
		SP:Iteration 28Q (121771.400000 sec): 3 clusters
  Score: Raw -1330603.380255 + Penalty 3042.296800 = -1327561.083455
  nChanged 6
		SP:Iteration 29Q (121771.650000 sec): 3 clusters
  Score: Raw -1330604.949360 + Penalty 3042.296800 = -1327562.652560
  nChanged 6
		SP:Iteration 30Q (121771.900000 sec): 3 clusters
  Score: Raw -1330605.614951 + Penalty 3042.296800 = -1327563.318151
  nChanged 3
		SP:Iteration 31Q (121772.080000 sec): 3 clusters
  Score: Raw -1330606.067800 + Penalty 3042.296800 = -1327563.771000
  nChanged 3
		SP:Iteration 32Q (121772.290000 sec): 3 clusters
  Score: Raw -1330606.783438 + Penalty 3042.296800 = -1327564.486638
  nChanged 6
		SP:Iteration 33Q (121772.500000 sec): 3 clusters
  Score: Raw -1330608.304240 + Penalty 3042.296800 = -1327566.007440
  nChanged 7
		SP:Iteration 34Q (121772.750000 sec): 3 clusters
  Score: Raw -1330611.095429 + Penalty 3042.296800 = -1327568.798629
  nChanged 9
		SP:Iteration 35Q (121773.010000 sec): 3 clusters
  Score: Raw -1330613.426200 + Penalty 3042.296800 = -1327571.129400
  nChanged 9
		SP:Iteration 36Q (121773.230000 sec): 3 clusters
  Score: Raw -1330615.612503 + Penalty 3042.296800 = -1327573.315704
  nChanged 8
		SP:Iteration 37Q (121773.420000 sec): 3 clusters
  Score: Raw -1330618.019561 + Penalty 3042.296800 = -1327575.722761
  nChanged 6
		SP:Iteration 38Q (121773.660000 sec): 3 clusters
  Score: Raw -1330620.609246 + Penalty 3042.296800 = -1327578.312446
  nChanged 4
		SP:Iteration 39Q (121773.880000 sec): 3 clusters
  Score: Raw -1330621.363836 + Penalty 3042.296800 = -1327579.067036
  nChanged 8
		SP:Iteration 40F (121774.230000 sec): 3 clusters
  Score: Raw -1330623.495911 + Penalty 3042.296800 = -1327581.199112
  nChanged 9
		SP:Iteration 41Q (121774.480000 sec): 3 clusters
  Score: Raw -1330625.339814 + Penalty 3042.296800 = -1327583.043014
  nChanged 9
		SP:Iteration 42Q (121774.670000 sec): 3 clusters
  Score: Raw -1330627.504737 + Penalty 3042.296800 = -1327585.207937
  nChanged 7
		SP:Iteration 43Q (121774.940000 sec): 3 clusters
  Score: Raw -1330629.509956 + Penalty 3042.296800 = -1327587.213156
  nChanged 8
		SP:Iteration 44Q (121775.200000 sec): 3 clusters
  Score: Raw -1330632.599771 + Penalty 3042.296800 = -1327590.302971
  nChanged 8
		SP:Iteration 45Q (121775.420000 sec): 3 clusters
  Score: Raw -1330635.086729 + Penalty 3042.296800 = -1327592.789929
  nChanged 10
		SP:Iteration 46Q (121775.700000 sec): 3 clusters
  Score: Raw -1330637.682394 + Penalty 3042.296800 = -1327595.385594
  nChanged 5
		SP:Iteration 47Q (121775.890000 sec): 3 clusters
  Score: Raw -1330638.926921 + Penalty 3042.296800 = -1327596.630121
  nChanged 3
		SP:Iteration 48Q (121776.110000 sec): 3 clusters
  Score: Raw -1330639.619943 + Penalty 3042.296800 = -1327597.323143
  nChanged 3
		SP:Iteration 49Q (121776.350000 sec): 3 clusters
  Score: Raw -1330640.407712 + Penalty 3042.296800 = -1327598.110913
  nChanged 1
		SP:Iteration 50Q (121776.530000 sec): 3 clusters
  Score: Raw -1330640.526806 + Penalty 3042.296800 = -1327598.230006
  nChanged 0
		SP:Iteration 51F (121776.790000 sec): 3 clusters
  Score: Raw -1330640.526806 + Penalty 3042.296800 = -1327598.230006
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (29828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121777.020000 sec): 2 clusters
  Score: Raw -3649823.028358 + Penalty 1674.270460 = -3648148.757899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121777.330000 sec): 3 clusters
  Score: Raw -3631481.974368 + Penalty 3348.540919 = -3628133.433449
  nChanged 13688
		SP:Iteration 1F (121777.660000 sec): 3 clusters
  Score: Raw -3639176.041796 + Penalty 3348.540919 = -3635827.500876
  nChanged 1534
		SP:Iteration 2F (121777.960000 sec): 3 clusters
  Score: Raw -3639738.495523 + Penalty 3348.540919 = -3636389.954604
  nChanged 1579
		SP:Iteration 3F (121778.270000 sec): 3 clusters
  Score: Raw -3640505.654972 + Penalty 3348.540919 = -3637157.114053
  nChanged 2003
		SP:Iteration 4F (121778.590000 sec): 3 clusters
  Score: Raw -3641746.774635 + Penalty 3348.540919 = -3638398.233716
  nChanged 2277
		SP:Iteration 5F (121778.930000 sec): 3 clusters
  Score: Raw -3643448.178599 + Penalty 3348.540919 = -3640099.637680
  nChanged 2358
		SP:Iteration 6F (121779.250000 sec): 3 clusters
  Score: Raw -3645359.591131 + Penalty 3348.540919 = -3642011.050212
  nChanged 1934
		SP:Iteration 7F (121779.560000 sec): 3 clusters
  Score: Raw -3646942.924673 + Penalty 3348.540919 = -3643594.383753
  nChanged 1408
		SP:Iteration 8Q (121779.880000 sec): 3 clusters
  Score: Raw -3648105.895903 + Penalty 3348.540919 = -3644757.354983
  nChanged 973
		SP:Iteration 9Q (121780.240000 sec): 3 clusters
  Score: Raw -3648883.936779 + Penalty 3348.540919 = -3645535.395860
  nChanged 580
		SP:Iteration 10Q (121780.580000 sec): 3 clusters
  Score: Raw -3649343.818477 + Penalty 3348.540919 = -3645995.277558
  nChanged 360
		SP:Iteration 11Q (121780.980000 sec): 3 clusters
  Score: Raw -3649635.036930 + Penalty 3348.540919 = -3646286.496011
  nChanged 220
		SP:Iteration 12Q (121781.270000 sec): 3 clusters
  Score: Raw -3649809.348351 + Penalty 3348.540919 = -3646460.807432
  nChanged 144
		SP:Iteration 13Q (121781.630000 sec): 3 clusters
  Score: Raw -3649914.816334 + Penalty 3348.540919 = -3646566.275414
  nChanged 103
		SP:Iteration 14Q (121781.960000 sec): 3 clusters
  Score: Raw -3649980.915180 + Penalty 3348.540919 = -3646632.374261
  nChanged 83
		SP:Iteration 15Q (121782.290000 sec): 3 clusters
  Score: Raw -3650032.763355 + Penalty 3348.540919 = -3646684.222436
  nChanged 58
		SP:Iteration 16Q (121782.620000 sec): 3 clusters
  Score: Raw -3650070.675528 + Penalty 3348.540919 = -3646722.134609
  nChanged 53
		SP:Iteration 17Q (121782.980000 sec): 3 clusters
  Score: Raw -3650097.421873 + Penalty 3348.540919 = -3646748.880953
  nChanged 30
		SP:Iteration 18Q (121783.260000 sec): 3 clusters
  Score: Raw -3650111.754428 + Penalty 3348.540919 = -3646763.213509
  nChanged 27
		SP:Iteration 19Q (121783.640000 sec): 3 clusters
  Score: Raw -3650128.350779 + Penalty 3348.540919 = -3646779.809860
  nChanged 17
		SP:Iteration 20F (121784.000000 sec): 3 clusters
  Score: Raw -3650136.452391 + Penalty 3348.540919 = -3646787.911472
  nChanged 13
		SP:Iteration 21Q (121784.310000 sec): 3 clusters
  Score: Raw -3650140.573090 + Penalty 3348.540919 = -3646792.032171
  nChanged 9
		SP:Iteration 22Q (121784.700000 sec): 3 clusters
  Score: Raw -3650144.389126 + Penalty 3348.540919 = -3646795.848206
  nChanged 5
		SP:Iteration 23Q (121784.990000 sec): 3 clusters
  Score: Raw -3650147.080646 + Penalty 3348.540919 = -3646798.539727
  nChanged 7
		SP:Iteration 24Q (121785.330000 sec): 3 clusters
  Score: Raw -3650150.369549 + Penalty 3348.540919 = -3646801.828630
  nChanged 12
		SP:Iteration 25Q (121785.660000 sec): 3 clusters
  Score: Raw -3650154.553337 + Penalty 3348.540919 = -3646806.012417
  nChanged 8
		SP:Iteration 26Q (121786.010000 sec): 3 clusters
  Score: Raw -3650158.048094 + Penalty 3348.540919 = -3646809.507174
  nChanged 5
		SP:Iteration 27Q (121786.300000 sec): 3 clusters
  Score: Raw -3650160.523654 + Penalty 3348.540919 = -3646811.982734
  nChanged 7
		SP:Iteration 28Q (121786.570000 sec): 3 clusters
  Score: Raw -3650163.688322 + Penalty 3348.540919 = -3646815.147403
  nChanged 5
		SP:Iteration 29Q (121786.890000 sec): 3 clusters
  Score: Raw -3650167.370155 + Penalty 3348.540919 = -3646818.829236
  nChanged 10
		SP:Iteration 30Q (121787.240000 sec): 3 clusters
  Score: Raw -3650172.004433 + Penalty 3348.540919 = -3646823.463514
  nChanged 5
		SP:Iteration 31Q (121787.540000 sec): 3 clusters
  Score: Raw -3650174.517318 + Penalty 3348.540919 = -3646825.976399
  nChanged 2
		SP:Iteration 32Q (121787.840000 sec): 3 clusters
  Score: Raw -3650175.408438 + Penalty 3348.540919 = -3646826.867519
  nChanged 3
		SP:Iteration 33Q (121788.150000 sec): 3 clusters
  Score: Raw -3650175.978803 + Penalty 3348.540919 = -3646827.437884
  nChanged 1
		SP:Iteration 34Q (121788.490000 sec): 3 clusters
  Score: Raw -3650176.176386 + Penalty 3348.540919 = -3646827.635467
  nChanged 1
		SP:Iteration 35Q (121788.850000 sec): 3 clusters
  Score: Raw -3650176.575415 + Penalty 3348.540919 = -3646828.034496
  nChanged 1
		SP:Iteration 36Q (121789.190000 sec): 3 clusters
  Score: Raw -3650176.792529 + Penalty 3348.540919 = -3646828.251610
  nChanged 1
		SP:Iteration 37Q (121789.500000 sec): 3 clusters
  Score: Raw -3650177.293470 + Penalty 3348.540919 = -3646828.752550
  nChanged 2
		SP:Iteration 38Q (121789.820000 sec): 3 clusters
  Score: Raw -3650178.433199 + Penalty 3348.540919 = -3646829.892279
  nChanged 3
		SP:Iteration 39Q (121790.120000 sec): 3 clusters
  Score: Raw -3650180.704464 + Penalty 3348.540919 = -3646832.163545
  nChanged 2
		SP:Iteration 40F (121790.470000 sec): 3 clusters
  Score: Raw -3650182.303435 + Penalty 3348.540919 = -3646833.762516
  nChanged 1
		SP:Iteration 41Q (121790.760000 sec): 3 clusters
  Score: Raw -3650182.494390 + Penalty 3348.540919 = -3646833.953471
  nChanged 0
		SP:Iteration 42F (121791.080000 sec): 3 clusters
  Score: Raw -3650182.494390 + Penalty 3348.540919 = -3646833.953471
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (22496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121791.290000 sec): 2 clusters
  Score: Raw -2653759.698545 + Penalty 1628.427579 = -2652131.270966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121791.590000 sec): 3 clusters
  Score: Raw -2640247.222510 + Penalty 3256.855158 = -2636990.367352
  nChanged 10146
		SP:Iteration 1F (121791.930000 sec): 3 clusters
  Score: Raw -2646144.353845 + Penalty 3256.855158 = -2642887.498687
  nChanged 1381
		SP:Iteration 2F (121792.240000 sec): 3 clusters
  Score: Raw -2646889.458950 + Penalty 3256.855158 = -2643632.603792
  nChanged 1409
		SP:Iteration 3F (121792.510000 sec): 3 clusters
  Score: Raw -2647666.233926 + Penalty 3256.855158 = -2644409.378768
  nChanged 1343
		SP:Iteration 4F (121792.810000 sec): 3 clusters
  Score: Raw -2648477.576920 + Penalty 3256.855158 = -2645220.721761
  nChanged 1367
		SP:Iteration 5F (121793.170000 sec): 3 clusters
  Score: Raw -2649405.367836 + Penalty 3256.855158 = -2646148.512678
  nChanged 1316
		SP:Iteration 6F (121793.390000 sec): 3 clusters
  Score: Raw -2650366.746808 + Penalty 3256.855158 = -2647109.891650
  nChanged 1171
		SP:Iteration 7F (121793.700000 sec): 3 clusters
  Score: Raw -2651249.650184 + Penalty 3256.855158 = -2647992.795026
  nChanged 998
		SP:Iteration 8Q (121793.980000 sec): 3 clusters
  Score: Raw -2651932.407894 + Penalty 3256.855158 = -2648675.552736
  nChanged 768
		SP:Iteration 9Q (121794.310000 sec): 3 clusters
  Score: Raw -2652356.659462 + Penalty 3256.855158 = -2649099.804304
  nChanged 559
		SP:Iteration 10Q (121794.620000 sec): 3 clusters
  Score: Raw -2652623.063913 + Penalty 3256.855158 = -2649366.208755
  nChanged 445
		SP:Iteration 11Q (121794.970000 sec): 3 clusters
  Score: Raw -2652809.286088 + Penalty 3256.855158 = -2649552.430930
  nChanged 368
		SP:Iteration 12Q (121795.290000 sec): 3 clusters
  Score: Raw -2652958.945564 + Penalty 3256.855158 = -2649702.090406
  nChanged 310
		SP:Iteration 13Q (121795.600000 sec): 3 clusters
  Score: Raw -2653076.421632 + Penalty 3256.855158 = -2649819.566474
  nChanged 291
		SP:Iteration 14Q (121795.930000 sec): 3 clusters
  Score: Raw -2653196.447963 + Penalty 3256.855158 = -2649939.592805
  nChanged 270
		SP:Iteration 15Q (121796.250000 sec): 3 clusters
  Score: Raw -2653302.247274 + Penalty 3256.855158 = -2650045.392115
  nChanged 228
		SP:Iteration 16Q (121796.600000 sec): 3 clusters
  Score: Raw -2653390.456900 + Penalty 3256.855158 = -2650133.601741
  nChanged 227
		SP:Iteration 17Q (121796.870000 sec): 3 clusters
  Score: Raw -2653489.168460 + Penalty 3256.855158 = -2650232.313301
  nChanged 206
		SP:Iteration 18Q (121797.180000 sec): 3 clusters
  Score: Raw -2653580.829298 + Penalty 3256.855158 = -2650323.974140
  nChanged 203
		SP:Iteration 19Q (121797.490000 sec): 3 clusters
  Score: Raw -2653673.892224 + Penalty 3256.855158 = -2650417.037066
  nChanged 165
		SP:Iteration 20F (121797.800000 sec): 3 clusters
  Score: Raw -2653759.188252 + Penalty 3256.855158 = -2650502.333094
  nChanged 150
		SP:Iteration 21Q (121798.130000 sec): 3 clusters
  Score: Raw -2653827.720958 + Penalty 3256.855158 = -2650570.865800
  nChanged 135
		SP:Iteration 22Q (121798.370000 sec): 3 clusters
  Score: Raw -2653888.878142 + Penalty 3256.855158 = -2650632.022984
  nChanged 132
		SP:Iteration 23Q (121798.660000 sec): 3 clusters
  Score: Raw -2653948.609473 + Penalty 3256.855158 = -2650691.754315
  nChanged 123
		SP:Iteration 24Q (121798.970000 sec): 3 clusters
  Score: Raw -2653995.447018 + Penalty 3256.855158 = -2650738.591860
  nChanged 100
		SP:Iteration 25Q (121799.210000 sec): 3 clusters
  Score: Raw -2654034.513828 + Penalty 3256.855158 = -2650777.658670
  nChanged 88
		SP:Iteration 26Q (121799.500000 sec): 3 clusters
  Score: Raw -2654066.944377 + Penalty 3256.855158 = -2650810.089219
  nChanged 85
		SP:Iteration 27Q (121799.800000 sec): 3 clusters
  Score: Raw -2654100.192471 + Penalty 3256.855158 = -2650843.337313
  nChanged 74
		SP:Iteration 28Q (121800.080000 sec): 3 clusters
  Score: Raw -2654128.873819 + Penalty 3256.855158 = -2650872.018660
  nChanged 76
		SP:Iteration 29Q (121800.420000 sec): 3 clusters
  Score: Raw -2654159.593637 + Penalty 3256.855158 = -2650902.738479
  nChanged 68
		SP:Iteration 30Q (121800.750000 sec): 3 clusters
  Score: Raw -2654189.901529 + Penalty 3256.855158 = -2650933.046371
  nChanged 74
		SP:Iteration 31Q (121801.030000 sec): 3 clusters
  Score: Raw -2654223.834889 + Penalty 3256.855158 = -2650966.979731
  nChanged 72
		SP:Iteration 32Q (121801.300000 sec): 3 clusters
  Score: Raw -2654252.621208 + Penalty 3256.855158 = -2650995.766049
  nChanged 60
		SP:Iteration 33Q (121801.560000 sec): 3 clusters
  Score: Raw -2654276.938955 + Penalty 3256.855158 = -2651020.083797
  nChanged 55
		SP:Iteration 34Q (121801.880000 sec): 3 clusters
  Score: Raw -2654304.308022 + Penalty 3256.855158 = -2651047.452864
  nChanged 55
		SP:Iteration 35Q (121802.180000 sec): 3 clusters
  Score: Raw -2654331.285602 + Penalty 3256.855158 = -2651074.430444
  nChanged 53
		SP:Iteration 36Q (121802.450000 sec): 3 clusters
  Score: Raw -2654359.159317 + Penalty 3256.855158 = -2651102.304158
  nChanged 54
		SP:Iteration 37Q (121802.730000 sec): 3 clusters
  Score: Raw -2654386.877685 + Penalty 3256.855158 = -2651130.022526
  nChanged 44
		SP:Iteration 38Q (121803.020000 sec): 3 clusters
  Score: Raw -2654406.535387 + Penalty 3256.855158 = -2651149.680229
  nChanged 41
		SP:Iteration 39Q (121803.280000 sec): 3 clusters
  Score: Raw -2654427.518966 + Penalty 3256.855158 = -2651170.663807
  nChanged 33
		SP:Iteration 40F (121803.640000 sec): 3 clusters
  Score: Raw -2654447.451158 + Penalty 3256.855158 = -2651190.596000
  nChanged 43
		SP:Iteration 41Q (121803.940000 sec): 3 clusters
  Score: Raw -2654467.308291 + Penalty 3256.855158 = -2651210.453133
  nChanged 29
		SP:Iteration 42Q (121804.200000 sec): 3 clusters
  Score: Raw -2654479.630261 + Penalty 3256.855158 = -2651222.775102
  nChanged 26
		SP:Iteration 43Q (121804.470000 sec): 3 clusters
  Score: Raw -2654494.177103 + Penalty 3256.855158 = -2651237.321944
  nChanged 26
		SP:Iteration 44Q (121804.750000 sec): 3 clusters
  Score: Raw -2654505.302855 + Penalty 3256.855158 = -2651248.447697
  nChanged 22
		SP:Iteration 45Q (121805.060000 sec): 3 clusters
  Score: Raw -2654514.281146 + Penalty 3256.855158 = -2651257.425987
  nChanged 22
		SP:Iteration 46Q (121805.360000 sec): 3 clusters
  Score: Raw -2654523.637364 + Penalty 3256.855158 = -2651266.782205
  nChanged 17
		SP:Iteration 47Q (121805.700000 sec): 3 clusters
  Score: Raw -2654532.580793 + Penalty 3256.855158 = -2651275.725635
  nChanged 18
		SP:Iteration 48Q (121806.040000 sec): 3 clusters
  Score: Raw -2654545.952134 + Penalty 3256.855158 = -2651289.096975
  nChanged 24
		SP:Iteration 49Q (121806.340000 sec): 3 clusters
  Score: Raw -2654560.132043 + Penalty 3256.855158 = -2651303.276885
  nChanged 30
		SP:Iteration 50Q (121806.620000 sec): 3 clusters
  Score: Raw -2654578.020441 + Penalty 3256.855158 = -2651321.165283
  nChanged 27
		SP:Iteration 51Q (121806.940000 sec): 3 clusters
  Score: Raw -2654588.055704 + Penalty 3256.855158 = -2651331.200545
  nChanged 23
		SP:Iteration 52Q (121807.250000 sec): 3 clusters
  Score: Raw -2654600.296028 + Penalty 3256.855158 = -2651343.440869
  nChanged 21
		SP:Iteration 53Q (121807.580000 sec): 3 clusters
  Score: Raw -2654610.053723 + Penalty 3256.855158 = -2651353.198564
  nChanged 38
		SP:Iteration 54Q (121807.800000 sec): 3 clusters
  Score: Raw -2654623.815447 + Penalty 3256.855158 = -2651366.960289
  nChanged 24
		SP:Iteration 55Q (121808.180000 sec): 3 clusters
  Score: Raw -2654633.452183 + Penalty 3256.855158 = -2651376.597025
  nChanged 16
		SP:Iteration 56Q (121808.500000 sec): 3 clusters
  Score: Raw -2654641.232579 + Penalty 3256.855158 = -2651384.377421
  nChanged 9
		SP:Iteration 57Q (121808.760000 sec): 3 clusters
  Score: Raw -2654643.906121 + Penalty 3256.855158 = -2651387.050963
  nChanged 5
		SP:Iteration 58Q (121809.090000 sec): 3 clusters
  Score: Raw -2654645.303077 + Penalty 3256.855158 = -2651388.447919
  nChanged 4
		SP:Iteration 59Q (121809.420000 sec): 3 clusters
  Score: Raw -2654646.382258 + Penalty 3256.855158 = -2651389.527100
  nChanged 3
		SP:Iteration 60F (121809.690000 sec): 3 clusters
  Score: Raw -2654653.798366 + Penalty 3256.855158 = -2651396.943208
  nChanged 7
		SP:Iteration 61Q (121809.960000 sec): 3 clusters
  Score: Raw -2654656.814483 + Penalty 3256.855158 = -2651399.959325
  nChanged 4
		SP:Iteration 62Q (121810.320000 sec): 3 clusters
  Score: Raw -2654658.085201 + Penalty 3256.855158 = -2651401.230043
  nChanged 6
		SP:Iteration 63Q (121810.640000 sec): 3 clusters
  Score: Raw -2654659.939237 + Penalty 3256.855158 = -2651403.084079
  nChanged 6
		SP:Iteration 64Q (121810.910000 sec): 3 clusters
  Score: Raw -2654662.707471 + Penalty 3256.855158 = -2651405.852313
  nChanged 4
		SP:Iteration 65Q (121811.180000 sec): 3 clusters
  Score: Raw -2654664.684466 + Penalty 3256.855158 = -2651407.829308
  nChanged 4
		SP:Iteration 66Q (121811.440000 sec): 3 clusters
  Score: Raw -2654665.595837 + Penalty 3256.855158 = -2651408.740679
  nChanged 3
		SP:Iteration 67Q (121811.760000 sec): 3 clusters
  Score: Raw -2654667.402511 + Penalty 3256.855158 = -2651410.547352
  nChanged 4
		SP:Iteration 68Q (121812.060000 sec): 3 clusters
  Score: Raw -2654668.338578 + Penalty 3256.855158 = -2651411.483419
  nChanged 2
		SP:Iteration 69Q (121812.340000 sec): 3 clusters
  Score: Raw -2654668.592037 + Penalty 3256.855158 = -2651411.736879
  nChanged 2
		SP:Iteration 70Q (121812.600000 sec): 3 clusters
  Score: Raw -2654669.239230 + Penalty 3256.855158 = -2651412.384072
  nChanged 4
		SP:Iteration 71Q (121812.870000 sec): 3 clusters
  Score: Raw -2654669.784186 + Penalty 3256.855158 = -2651412.929028
  nChanged 1
		SP:Iteration 72Q (121813.170000 sec): 3 clusters
  Score: Raw -2654670.032781 + Penalty 3256.855158 = -2651413.177623
  nChanged 1
		SP:Iteration 73Q (121813.520000 sec): 3 clusters
  Score: Raw -2654670.275297 + Penalty 3256.855158 = -2651413.420139
  nChanged 1
		SP:Iteration 74Q (121813.820000 sec): 3 clusters
  Score: Raw -2654670.637920 + Penalty 3256.855158 = -2651413.782762
  nChanged 2
		SP:Iteration 75Q (121814.090000 sec): 3 clusters
  Score: Raw -2654672.131407 + Penalty 3256.855158 = -2651415.276249
  nChanged 5
		SP:Iteration 76Q (121814.360000 sec): 3 clusters
  Score: Raw -2654673.806552 + Penalty 3256.855158 = -2651416.951394
  nChanged 10
		SP:Iteration 77Q (121814.690000 sec): 3 clusters
  Score: Raw -2654677.233159 + Penalty 3256.855158 = -2651420.378001
  nChanged 8
		SP:Iteration 78Q (121815.050000 sec): 3 clusters
  Score: Raw -2654679.494020 + Penalty 3256.855158 = -2651422.638862
  nChanged 7
		SP:Iteration 79Q (121815.380000 sec): 3 clusters
  Score: Raw -2654682.157853 + Penalty 3256.855158 = -2651425.302695
  nChanged 9
		SP:Iteration 80F (121815.670000 sec): 3 clusters
  Score: Raw -2654685.352531 + Penalty 3256.855158 = -2651428.497372
  nChanged 5
		SP:Iteration 81Q (121815.970000 sec): 3 clusters
  Score: Raw -2654686.492183 + Penalty 3256.855158 = -2651429.637025
  nChanged 5
		SP:Iteration 82Q (121816.320000 sec): 3 clusters
  Score: Raw -2654688.117565 + Penalty 3256.855158 = -2651431.262407
  nChanged 11
		SP:Iteration 83Q (121816.620000 sec): 3 clusters
  Score: Raw -2654693.002868 + Penalty 3256.855158 = -2651436.147709
  nChanged 12
		SP:Iteration 84Q (121816.880000 sec): 3 clusters
  Score: Raw -2654696.269619 + Penalty 3256.855158 = -2651439.414460
  nChanged 7
		SP:Iteration 85Q (121817.130000 sec): 3 clusters
  Score: Raw -2654698.293563 + Penalty 3256.855158 = -2651441.438405
  nChanged 7
		SP:Iteration 86Q (121817.480000 sec): 3 clusters
  Score: Raw -2654700.830589 + Penalty 3256.855158 = -2651443.975430
  nChanged 9
		SP:Iteration 87Q (121817.800000 sec): 3 clusters
  Score: Raw -2654704.937021 + Penalty 3256.855158 = -2651448.081862
  nChanged 11
		SP:Iteration 88Q (121818.070000 sec): 3 clusters
  Score: Raw -2654708.469172 + Penalty 3256.855158 = -2651451.614013
  nChanged 10
		SP:Iteration 89Q (121818.360000 sec): 3 clusters
  Score: Raw -2654711.544139 + Penalty 3256.855158 = -2651454.688980
  nChanged 9
		SP:Iteration 90Q (121818.660000 sec): 3 clusters
  Score: Raw -2654714.024309 + Penalty 3256.855158 = -2651457.169151
  nChanged 2
		SP:Iteration 91Q (121819.000000 sec): 3 clusters
  Score: Raw -2654714.547815 + Penalty 3256.855158 = -2651457.692657
  nChanged 4
		SP:Iteration 92Q (121819.340000 sec): 3 clusters
  Score: Raw -2654715.986767 + Penalty 3256.855158 = -2651459.131609
  nChanged 3
		SP:Iteration 93Q (121819.610000 sec): 3 clusters
  Score: Raw -2654717.056813 + Penalty 3256.855158 = -2651460.201655
  nChanged 4
		SP:Iteration 94Q (121819.950000 sec): 3 clusters
  Score: Raw -2654718.912431 + Penalty 3256.855158 = -2651462.057273
  nChanged 5
		SP:Iteration 95Q (121820.260000 sec): 3 clusters
  Score: Raw -2654721.491277 + Penalty 3256.855158 = -2651464.636119
  nChanged 7
		SP:Iteration 96Q (121820.620000 sec): 3 clusters
  Score: Raw -2654724.676438 + Penalty 3256.855158 = -2651467.821280
  nChanged 9
		SP:Iteration 97Q (121820.920000 sec): 3 clusters
  Score: Raw -2654727.062483 + Penalty 3256.855158 = -2651470.207324
  nChanged 5
		SP:Iteration 98Q (121821.230000 sec): 3 clusters
  Score: Raw -2654728.517747 + Penalty 3256.855158 = -2651471.662589
  nChanged 4
		SP:Iteration 99Q (121821.570000 sec): 3 clusters
  Score: Raw -2654730.397502 + Penalty 3256.855158 = -2651473.542344
  nChanged 2
		SP:Iteration 100F (121821.850000 sec): 3 clusters
  Score: Raw -2654730.974550 + Penalty 3256.855158 = -2651474.119392
  nChanged 2
		SP:Iteration 101Q (121822.140000 sec): 3 clusters
  Score: Raw -2654731.565388 + Penalty 3256.855158 = -2651474.710230
  nChanged 2
		SP:Iteration 102Q (121822.440000 sec): 3 clusters
  Score: Raw -2654731.798617 + Penalty 3256.855158 = -2651474.943458
  nChanged 0
		SP:Iteration 103F (121822.740000 sec): 3 clusters
  Score: Raw -2654731.798617 + Penalty 3256.855158 = -2651474.943458
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121822.920000 sec): 2 clusters
  Score: Raw -2101834.219683 + Penalty 1593.499427 = -2100240.720256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121823.220000 sec): 3 clusters
  Score: Raw -2091030.712991 + Penalty 3186.998854 = -2087843.714137
  nChanged 8143
		SP:Iteration 1F (121823.460000 sec): 3 clusters
  Score: Raw -2095418.293289 + Penalty 3186.998854 = -2092231.294435
  nChanged 927
		SP:Iteration 2F (121823.680000 sec): 3 clusters
  Score: Raw -2095781.699536 + Penalty 3186.998854 = -2092594.700682
  nChanged 839
		SP:Iteration 3Q (121823.980000 sec): 3 clusters
  Score: Raw -2096114.457173 + Penalty 3186.998854 = -2092927.458319
  nChanged 840
		SP:Iteration 4Q (121824.210000 sec): 3 clusters
  Score: Raw -2096450.958052 + Penalty 3186.998854 = -2093263.959198
  nChanged 858
		SP:Iteration 5Q (121824.510000 sec): 3 clusters
  Score: Raw -2096891.787727 + Penalty 3186.998854 = -2093704.788873
  nChanged 912
		SP:Iteration 6F (121824.760000 sec): 3 clusters
  Score: Raw -2097393.086604 + Penalty 3186.998854 = -2094206.087750
  nChanged 947
		SP:Iteration 7F (121825.080000 sec): 3 clusters
  Score: Raw -2097977.807859 + Penalty 3186.998854 = -2094790.809005
  nChanged 926
		SP:Iteration 8F (121825.310000 sec): 3 clusters
  Score: Raw -2098597.683063 + Penalty 3186.998854 = -2095410.684209
  nChanged 876
		SP:Iteration 9Q (121825.570000 sec): 3 clusters
  Score: Raw -2099263.017280 + Penalty 3186.998854 = -2096076.018426
  nChanged 819
		SP:Iteration 10Q (121825.830000 sec): 3 clusters
  Score: Raw -2099896.189810 + Penalty 3186.998854 = -2096709.190956
  nChanged 713
		SP:Iteration 11Q (121826.130000 sec): 3 clusters
  Score: Raw -2100410.742070 + Penalty 3186.998854 = -2097223.743216
  nChanged 562
		SP:Iteration 12Q (121826.480000 sec): 3 clusters
  Score: Raw -2100791.585153 + Penalty 3186.998854 = -2097604.586299
  nChanged 434
		SP:Iteration 13Q (121826.820000 sec): 3 clusters
  Score: Raw -2101039.848189 + Penalty 3186.998854 = -2097852.849335
  nChanged 378
		SP:Iteration 14Q (121827.050000 sec): 3 clusters
  Score: Raw -2101257.480413 + Penalty 3186.998854 = -2098070.481559
  nChanged 335
		SP:Iteration 15Q (121827.320000 sec): 3 clusters
  Score: Raw -2101484.732495 + Penalty 3186.998854 = -2098297.733641
  nChanged 306
		SP:Iteration 16Q (121827.560000 sec): 3 clusters
  Score: Raw -2101703.407299 + Penalty 3186.998854 = -2098516.408445
  nChanged 270
		SP:Iteration 17Q (121827.840000 sec): 3 clusters
  Score: Raw -2101916.330485 + Penalty 3186.998854 = -2098729.331631
  nChanged 262
		SP:Iteration 18Q (121828.080000 sec): 3 clusters
  Score: Raw -2102126.836619 + Penalty 3186.998854 = -2098939.837765
  nChanged 228
		SP:Iteration 19Q (121828.360000 sec): 3 clusters
  Score: Raw -2102300.530419 + Penalty 3186.998854 = -2099113.531565
  nChanged 202
		SP:Iteration 20F (121828.610000 sec): 3 clusters
  Score: Raw -2102418.590278 + Penalty 3186.998854 = -2099231.591424
  nChanged 146
		SP:Iteration 21Q (121828.900000 sec): 3 clusters
  Score: Raw -2102490.000137 + Penalty 3186.998854 = -2099303.001283
  nChanged 121
		SP:Iteration 22Q (121829.140000 sec): 3 clusters
  Score: Raw -2102537.731645 + Penalty 3186.998854 = -2099350.732791
  nChanged 105
		SP:Iteration 23Q (121829.340000 sec): 3 clusters
  Score: Raw -2102569.625199 + Penalty 3186.998854 = -2099382.626346
  nChanged 82
		SP:Iteration 24Q (121829.610000 sec): 3 clusters
  Score: Raw -2102591.974526 + Penalty 3186.998854 = -2099404.975672
  nChanged 69
		SP:Iteration 25Q (121829.930000 sec): 3 clusters
  Score: Raw -2102609.162093 + Penalty 3186.998854 = -2099422.163239
  nChanged 56
		SP:Iteration 26Q (121830.190000 sec): 3 clusters
  Score: Raw -2102619.170977 + Penalty 3186.998854 = -2099432.172123
  nChanged 51
		SP:Iteration 27Q (121830.460000 sec): 3 clusters
  Score: Raw -2102628.979039 + Penalty 3186.998854 = -2099441.980185
  nChanged 34
		SP:Iteration 28Q (121830.710000 sec): 3 clusters
  Score: Raw -2102635.829671 + Penalty 3186.998854 = -2099448.830817
  nChanged 45
		SP:Iteration 29Q (121830.980000 sec): 3 clusters
  Score: Raw -2102644.818558 + Penalty 3186.998854 = -2099457.819704
  nChanged 36
		SP:Iteration 30Q (121831.250000 sec): 3 clusters
  Score: Raw -2102651.645754 + Penalty 3186.998854 = -2099464.646900
  nChanged 27
		SP:Iteration 31Q (121831.500000 sec): 3 clusters
  Score: Raw -2102656.616500 + Penalty 3186.998854 = -2099469.617646
  nChanged 28
		SP:Iteration 32Q (121831.800000 sec): 3 clusters
  Score: Raw -2102661.313563 + Penalty 3186.998854 = -2099474.314709
  nChanged 17
		SP:Iteration 33Q (121832.100000 sec): 3 clusters
  Score: Raw -2102663.958516 + Penalty 3186.998854 = -2099476.959662
  nChanged 18
		SP:Iteration 34Q (121832.400000 sec): 3 clusters
  Score: Raw -2102667.198645 + Penalty 3186.998854 = -2099480.199791
  nChanged 24
		SP:Iteration 35Q (121832.680000 sec): 3 clusters
  Score: Raw -2102670.781897 + Penalty 3186.998854 = -2099483.783043
  nChanged 10
		SP:Iteration 36Q (121832.900000 sec): 3 clusters
  Score: Raw -2102672.132949 + Penalty 3186.998854 = -2099485.134095
  nChanged 9
		SP:Iteration 37Q (121833.160000 sec): 3 clusters
  Score: Raw -2102673.255368 + Penalty 3186.998854 = -2099486.256514
  nChanged 3
		SP:Iteration 38Q (121833.430000 sec): 3 clusters
  Score: Raw -2102673.835960 + Penalty 3186.998854 = -2099486.837106
  nChanged 5
		SP:Iteration 39Q (121833.700000 sec): 3 clusters
  Score: Raw -2102674.326233 + Penalty 3186.998854 = -2099487.327379
  nChanged 6
		SP:Iteration 40F (121834.000000 sec): 3 clusters
  Score: Raw -2102674.686900 + Penalty 3186.998854 = -2099487.688046
  nChanged 2
		SP:Iteration 41Q (121834.310000 sec): 3 clusters
  Score: Raw -2102674.956175 + Penalty 3186.998854 = -2099487.957321
  nChanged 2
		SP:Iteration 42Q (121834.560000 sec): 3 clusters
  Score: Raw -2102675.070212 + Penalty 3186.998854 = -2099488.071358
  nChanged 0
		SP:Iteration 43F (121834.800000 sec): 3 clusters
  Score: Raw -2102675.070212 + Penalty 3186.998854 = -2099488.071358
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121834.900000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121835.070000 sec): 3 clusters
  Score: Raw -59092.517673 + Penalty 2040.519463 = -57051.998210
  nChanged 125
		SP:Iteration 1F (121835.230000 sec): 3 clusters
  Score: Raw -59254.664382 + Penalty 2040.519463 = -57214.144919
  nChanged 38
		SP:Iteration 2F (121835.390000 sec): 3 clusters
  Score: Raw -59348.900988 + Penalty 2040.519463 = -57308.381525
  nChanged 29
		SP:Iteration 3F (121835.550000 sec): 3 clusters
  Score: Raw -59397.150041 + Penalty 2040.519463 = -57356.630578
  nChanged 13
		SP:Iteration 4Q (121835.710000 sec): 3 clusters
  Score: Raw -59427.547267 + Penalty 2040.519463 = -57387.027804
  nChanged 14
		SP:Iteration 5Q (121835.870000 sec): 3 clusters
  Score: Raw -59467.789722 + Penalty 2040.519463 = -57427.270259
  nChanged 16
		SP:Iteration 6Q (121836.030000 sec): 3 clusters
  Score: Raw -59503.252871 + Penalty 2040.519463 = -57462.733408
  nChanged 12
		SP:Iteration 7Q (121836.190000 sec): 3 clusters
  Score: Raw -59533.828184 + Penalty 2040.519463 = -57493.308721
  nChanged 5
		SP:Iteration 8Q (121836.340000 sec): 3 clusters
  Score: Raw -59543.506450 + Penalty 2040.519463 = -57502.986987
  nChanged 3
		SP:Iteration 9Q (121836.540000 sec): 3 clusters
  Score: Raw -59546.813589 + Penalty 2040.519463 = -57506.294127
  nChanged 2
		SP:Iteration 10Q (121836.660000 sec): 3 clusters
  Score: Raw -59549.820315 + Penalty 2040.519463 = -57509.300852
  nChanged 3
		SP:Iteration 11Q (121836.830000 sec): 3 clusters
  Score: Raw -59555.805800 + Penalty 2040.519463 = -57515.286338
  nChanged 3
		SP:Iteration 12Q (121837.020000 sec): 3 clusters
  Score: Raw -59560.248059 + Penalty 2040.519463 = -57519.728596
  nChanged 2
		SP:Iteration 13Q (121837.200000 sec): 3 clusters
  Score: Raw -59570.116069 + Penalty 2040.519463 = -57529.596606
  nChanged 1
		SP:Iteration 14Q (121837.340000 sec): 3 clusters
  Score: Raw -59571.165627 + Penalty 2040.519463 = -57530.646164
  nChanged 1
		SP:Iteration 15Q (121837.490000 sec): 3 clusters
  Score: Raw -59571.966539 + Penalty 2040.519463 = -57531.447076
  nChanged 1
		SP:Iteration 16Q (121837.640000 sec): 3 clusters
  Score: Raw -59573.175888 + Penalty 2040.519463 = -57532.656425
  nChanged 0
		SP:Iteration 17F (121837.780000 sec): 3 clusters
  Score: Raw -59573.175888 + Penalty 2040.519463 = -57532.656425
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (61494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121838.230000 sec): 2 clusters
  Score: Raw -7193149.969634 + Penalty 1791.837919 = -7191358.131714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121838.750000 sec): 3 clusters
  Score: Raw -7153925.128768 + Penalty 3583.675839 = -7150341.452929
  nChanged 28848
		SP:Iteration 1F (121839.280000 sec): 3 clusters
  Score: Raw -7170654.523208 + Penalty 3583.675839 = -7167070.847370
  nChanged 2398
		SP:Iteration 2Q (121839.750000 sec): 3 clusters
  Score: Raw -7171423.567373 + Penalty 3583.675839 = -7167839.891534
  nChanged 2566
		SP:Iteration 3Q (121840.330000 sec): 3 clusters
  Score: Raw -7172365.812327 + Penalty 3583.675839 = -7168782.136489
  nChanged 2725
		SP:Iteration 4Q (121840.870000 sec): 3 clusters
  Score: Raw -7173544.812753 + Penalty 3583.675839 = -7169961.136915
  nChanged 3052
		SP:Iteration 5Q (121841.370000 sec): 3 clusters
  Score: Raw -7175052.551587 + Penalty 3583.675839 = -7171468.875749
  nChanged 3386
		SP:Iteration 6F (121841.900000 sec): 3 clusters
  Score: Raw -7176990.506855 + Penalty 3583.675839 = -7173406.831016
  nChanged 3557
		SP:Iteration 7F (121842.290000 sec): 3 clusters
  Score: Raw -7179301.132092 + Penalty 3583.675839 = -7175717.456253
  nChanged 3548
		SP:Iteration 8F (121842.820000 sec): 3 clusters
  Score: Raw -7181637.953525 + Penalty 3583.675839 = -7178054.277686
  nChanged 3070
		SP:Iteration 9Q (121843.390000 sec): 3 clusters
  Score: Raw -7183329.595415 + Penalty 3583.675839 = -7179745.919576
  nChanged 2219
		SP:Iteration 10Q (121843.860000 sec): 3 clusters
  Score: Raw -7184151.933654 + Penalty 3583.675839 = -7180568.257816
  nChanged 1425
		SP:Iteration 11Q (121844.450000 sec): 3 clusters
  Score: Raw -7184547.917271 + Penalty 3583.675839 = -7180964.241432
  nChanged 1020
		SP:Iteration 12Q (121845.010000 sec): 3 clusters
  Score: Raw -7184846.168748 + Penalty 3583.675839 = -7181262.492910
  nChanged 981
		SP:Iteration 13Q (121845.470000 sec): 3 clusters
  Score: Raw -7185138.468131 + Penalty 3583.675839 = -7181554.792293
  nChanged 977
		SP:Iteration 14Q (121846.050000 sec): 3 clusters
  Score: Raw -7185435.934171 + Penalty 3583.675839 = -7181852.258332
  nChanged 975
		SP:Iteration 15Q (121846.570000 sec): 3 clusters
  Score: Raw -7185746.214898 + Penalty 3583.675839 = -7182162.539059
  nChanged 948
		SP:Iteration 16Q (121847.130000 sec): 3 clusters
  Score: Raw -7186059.038041 + Penalty 3583.675839 = -7182475.362202
  nChanged 946
		SP:Iteration 17Q (121847.670000 sec): 3 clusters
  Score: Raw -7186371.058369 + Penalty 3583.675839 = -7182787.382530
  nChanged 918
		SP:Iteration 18Q (121848.110000 sec): 3 clusters
  Score: Raw -7186685.622413 + Penalty 3583.675839 = -7183101.946574
  nChanged 958
		SP:Iteration 19Q (121848.610000 sec): 3 clusters
  Score: Raw -7187019.179356 + Penalty 3583.675839 = -7183435.503517
  nChanged 931
		SP:Iteration 20F (121849.150000 sec): 3 clusters
  Score: Raw -7187330.632021 + Penalty 3583.675839 = -7183746.956182
  nChanged 934
		SP:Iteration 21Q (121849.610000 sec): 3 clusters
  Score: Raw -7187641.108687 + Penalty 3583.675839 = -7184057.432848
  nChanged 901
		SP:Iteration 22Q (121850.170000 sec): 3 clusters
  Score: Raw -7187945.782057 + Penalty 3583.675839 = -7184362.106219
  nChanged 916
		SP:Iteration 23Q (121850.670000 sec): 3 clusters
  Score: Raw -7188260.828740 + Penalty 3583.675839 = -7184677.152902
  nChanged 876
		SP:Iteration 24Q (121851.200000 sec): 3 clusters
  Score: Raw -7188560.719672 + Penalty 3583.675839 = -7184977.043833
  nChanged 911
		SP:Iteration 25Q (121851.700000 sec): 3 clusters
  Score: Raw -7188874.859488 + Penalty 3583.675839 = -7185291.183650
  nChanged 888
		SP:Iteration 26Q (121852.250000 sec): 3 clusters
  Score: Raw -7189193.929079 + Penalty 3583.675839 = -7185610.253240
  nChanged 901
		SP:Iteration 27Q (121852.780000 sec): 3 clusters
  Score: Raw -7189520.490138 + Penalty 3583.675839 = -7185936.814299
  nChanged 861
		SP:Iteration 28Q (121853.180000 sec): 3 clusters
  Score: Raw -7189826.761934 + Penalty 3583.675839 = -7186243.086095
  nChanged 856
		SP:Iteration 29Q (121853.610000 sec): 3 clusters
  Score: Raw -7190157.194115 + Penalty 3583.675839 = -7186573.518276
  nChanged 877
		SP:Iteration 30Q (121854.120000 sec): 3 clusters
  Score: Raw -7190512.667195 + Penalty 3583.675839 = -7186928.991357
  nChanged 852
		SP:Iteration 31Q (121854.620000 sec): 3 clusters
  Score: Raw -7190876.198722 + Penalty 3583.675839 = -7187292.522884
  nChanged 813
		SP:Iteration 32Q (121855.050000 sec): 3 clusters
  Score: Raw -7191224.092254 + Penalty 3583.675839 = -7187640.416415
  nChanged 755
		SP:Iteration 33Q (121855.490000 sec): 3 clusters
  Score: Raw -7191569.830288 + Penalty 3583.675839 = -7187986.154450
  nChanged 704
		SP:Iteration 34Q (121856.030000 sec): 3 clusters
  Score: Raw -7191895.120832 + Penalty 3583.675839 = -7188311.444993
  nChanged 604
		SP:Iteration 35Q (121856.500000 sec): 3 clusters
  Score: Raw -7192173.257001 + Penalty 3583.675839 = -7188589.581163
  nChanged 551
		SP:Iteration 36Q (121857.000000 sec): 3 clusters
  Score: Raw -7192441.244675 + Penalty 3583.675839 = -7188857.568836
  nChanged 504
		SP:Iteration 37Q (121857.490000 sec): 3 clusters
  Score: Raw -7192692.129983 + Penalty 3583.675839 = -7189108.454144
  nChanged 425
		SP:Iteration 38Q (121857.940000 sec): 3 clusters
  Score: Raw -7192899.745473 + Penalty 3583.675839 = -7189316.069634
  nChanged 358
		SP:Iteration 39Q (121858.380000 sec): 3 clusters
  Score: Raw -7193082.069615 + Penalty 3583.675839 = -7189498.393776
  nChanged 304
		SP:Iteration 40F (121858.810000 sec): 3 clusters
  Score: Raw -7193247.969935 + Penalty 3583.675839 = -7189664.294096
  nChanged 260
		SP:Iteration 41Q (121859.180000 sec): 3 clusters
  Score: Raw -7193388.122684 + Penalty 3583.675839 = -7189804.446845
  nChanged 220
		SP:Iteration 42Q (121859.620000 sec): 3 clusters
  Score: Raw -7193509.153850 + Penalty 3583.675839 = -7189925.478012
  nChanged 177
		SP:Iteration 43Q (121860.020000 sec): 3 clusters
  Score: Raw -7193594.500321 + Penalty 3583.675839 = -7190010.824482
  nChanged 132
		SP:Iteration 44Q (121860.420000 sec): 3 clusters
  Score: Raw -7193654.540642 + Penalty 3583.675839 = -7190070.864803
  nChanged 115
		SP:Iteration 45Q (121860.920000 sec): 3 clusters
  Score: Raw -7193697.133292 + Penalty 3583.675839 = -7190113.457454
  nChanged 80
		SP:Iteration 46Q (121861.430000 sec): 3 clusters
  Score: Raw -7193725.914456 + Penalty 3583.675839 = -7190142.238618
  nChanged 73
		SP:Iteration 47Q (121861.860000 sec): 3 clusters
  Score: Raw -7193753.519500 + Penalty 3583.675839 = -7190169.843661
  nChanged 75
		SP:Iteration 48Q (121862.360000 sec): 3 clusters
  Score: Raw -7193776.248427 + Penalty 3583.675839 = -7190192.572588
  nChanged 51
		SP:Iteration 49Q (121862.820000 sec): 3 clusters
  Score: Raw -7193792.320418 + Penalty 3583.675839 = -7190208.644579
  nChanged 47
		SP:Iteration 50Q (121863.260000 sec): 3 clusters
  Score: Raw -7193804.689676 + Penalty 3583.675839 = -7190221.013838
  nChanged 31
		SP:Iteration 51Q (121863.700000 sec): 3 clusters
  Score: Raw -7193812.581365 + Penalty 3583.675839 = -7190228.905526
  nChanged 26
		SP:Iteration 52Q (121864.170000 sec): 3 clusters
  Score: Raw -7193818.839310 + Penalty 3583.675839 = -7190235.163471
  nChanged 26
		SP:Iteration 53Q (121864.560000 sec): 3 clusters
  Score: Raw -7193825.684650 + Penalty 3583.675839 = -7190242.008811
  nChanged 18
		SP:Iteration 54Q (121864.910000 sec): 3 clusters
  Score: Raw -7193830.142055 + Penalty 3583.675839 = -7190246.466217
  nChanged 15
		SP:Iteration 55Q (121865.260000 sec): 3 clusters
  Score: Raw -7193834.693707 + Penalty 3583.675839 = -7190251.017869
  nChanged 20
		SP:Iteration 56Q (121865.670000 sec): 3 clusters
  Score: Raw -7193838.792204 + Penalty 3583.675839 = -7190255.116366
  nChanged 18
		SP:Iteration 57Q (121866.040000 sec): 3 clusters
  Score: Raw -7193842.407780 + Penalty 3583.675839 = -7190258.731941
  nChanged 14
		SP:Iteration 58Q (121866.460000 sec): 3 clusters
  Score: Raw -7193845.303052 + Penalty 3583.675839 = -7190261.627213
  nChanged 17
		SP:Iteration 59Q (121866.980000 sec): 3 clusters
  Score: Raw -7193849.210179 + Penalty 3583.675839 = -7190265.534341
  nChanged 14
		SP:Iteration 60F (121867.470000 sec): 3 clusters
  Score: Raw -7193853.141111 + Penalty 3583.675839 = -7190269.465272
  nChanged 17
		SP:Iteration 61Q (121867.890000 sec): 3 clusters
  Score: Raw -7193858.499635 + Penalty 3583.675839 = -7190274.823796
  nChanged 21
		SP:Iteration 62Q (121868.320000 sec): 3 clusters
  Score: Raw -7193865.697293 + Penalty 3583.675839 = -7190282.021454
  nChanged 17
		SP:Iteration 63Q (121868.810000 sec): 3 clusters
  Score: Raw -7193870.006588 + Penalty 3583.675839 = -7190286.330750
  nChanged 19
		SP:Iteration 64Q (121869.210000 sec): 3 clusters
  Score: Raw -7193874.377347 + Penalty 3583.675839 = -7190290.701508
  nChanged 12
		SP:Iteration 65Q (121869.690000 sec): 3 clusters
  Score: Raw -7193877.641959 + Penalty 3583.675839 = -7190293.966121
  nChanged 12
		SP:Iteration 66Q (121870.130000 sec): 3 clusters
  Score: Raw -7193881.171005 + Penalty 3583.675839 = -7190297.495166
  nChanged 13
		SP:Iteration 67Q (121870.540000 sec): 3 clusters
  Score: Raw -7193885.050265 + Penalty 3583.675839 = -7190301.374426
  nChanged 17
		SP:Iteration 68Q (121871.010000 sec): 3 clusters
  Score: Raw -7193891.028799 + Penalty 3583.675839 = -7190307.352960
  nChanged 18
		SP:Iteration 69Q (121871.430000 sec): 3 clusters
  Score: Raw -7193897.208915 + Penalty 3583.675839 = -7190313.533076
  nChanged 18
		SP:Iteration 70Q (121871.840000 sec): 3 clusters
  Score: Raw -7193901.953611 + Penalty 3583.675839 = -7190318.277772
  nChanged 13
		SP:Iteration 71Q (121872.270000 sec): 3 clusters
  Score: Raw -7193906.028050 + Penalty 3583.675839 = -7190322.352211
  nChanged 14
		SP:Iteration 72Q (121872.800000 sec): 3 clusters
  Score: Raw -7193908.631126 + Penalty 3583.675839 = -7190324.955288
  nChanged 8
		SP:Iteration 73Q (121873.360000 sec): 3 clusters
  Score: Raw -7193910.289817 + Penalty 3583.675839 = -7190326.613978
  nChanged 5
		SP:Iteration 74Q (121873.800000 sec): 3 clusters
  Score: Raw -7193911.135498 + Penalty 3583.675839 = -7190327.459659
  nChanged 3
		SP:Iteration 75Q (121874.310000 sec): 3 clusters
  Score: Raw -7193911.798011 + Penalty 3583.675839 = -7190328.122172
  nChanged 2
		SP:Iteration 76Q (121874.790000 sec): 3 clusters
  Score: Raw -7193912.172151 + Penalty 3583.675839 = -7190328.496312
  nChanged 3
		SP:Iteration 77Q (121875.260000 sec): 3 clusters
  Score: Raw -7193912.725869 + Penalty 3583.675839 = -7190329.050030
  nChanged 2
		SP:Iteration 78Q (121875.750000 sec): 3 clusters
  Score: Raw -7193913.040952 + Penalty 3583.675839 = -7190329.365113
  nChanged 3
		SP:Iteration 79Q (121876.150000 sec): 3 clusters
  Score: Raw -7193913.522546 + Penalty 3583.675839 = -7190329.846708
  nChanged 2
		SP:Iteration 80F (121876.680000 sec): 3 clusters
  Score: Raw -7193914.117582 + Penalty 3583.675839 = -7190330.441743
  nChanged 1
		SP:Iteration 81Q (121877.110000 sec): 3 clusters
  Score: Raw -7193914.251218 + Penalty 3583.675839 = -7190330.575379
  nChanged 0
		SP:Iteration 82F (121877.600000 sec): 3 clusters
  Score: Raw -7193914.251218 + Penalty 3583.675839 = -7190330.575379
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (100721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121878.160000 sec): 2 clusters
  Score: Raw -11426140.669410 + Penalty 1872.017810 = -11424268.651600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121878.910000 sec): 3 clusters
  Score: Raw -11360444.384112 + Penalty 3744.035619 = -11356700.348493
  nChanged 48565
		SP:Iteration 1F (121879.590000 sec): 3 clusters
  Score: Raw -11389772.553490 + Penalty 3744.035619 = -11386028.517871
  nChanged 4299
		SP:Iteration 2Q (121880.280000 sec): 3 clusters
  Score: Raw -11391458.855722 + Penalty 3744.035619 = -11387714.820103
  nChanged 4754
		SP:Iteration 3Q (121881.010000 sec): 3 clusters
  Score: Raw -11393701.044854 + Penalty 3744.035619 = -11389957.009235
  nChanged 5359
		SP:Iteration 4F (121881.740000 sec): 3 clusters
  Score: Raw -11396584.623619 + Penalty 3744.035619 = -11392840.588000
  nChanged 5961
		SP:Iteration 5F (121882.470000 sec): 3 clusters
  Score: Raw -11400040.794608 + Penalty 3744.035619 = -11396296.758989
  nChanged 6267
		SP:Iteration 6F (121883.170000 sec): 3 clusters
  Score: Raw -11403945.772841 + Penalty 3744.035619 = -11400201.737222
  nChanged 6031
		SP:Iteration 7F (121883.860000 sec): 3 clusters
  Score: Raw -11407794.484351 + Penalty 3744.035619 = -11404050.448732
  nChanged 5484
		SP:Iteration 8F (121884.660000 sec): 3 clusters
  Score: Raw -11411188.450550 + Penalty 3744.035619 = -11407444.414931
  nChanged 4566
		SP:Iteration 9Q (121885.420000 sec): 3 clusters
  Score: Raw -11413741.666462 + Penalty 3744.035619 = -11409997.630843
  nChanged 3499
		SP:Iteration 10Q (121886.060000 sec): 3 clusters
  Score: Raw -11415448.616963 + Penalty 3744.035619 = -11411704.581344
  nChanged 2676
		SP:Iteration 11Q (121886.700000 sec): 3 clusters
  Score: Raw -11416665.268119 + Penalty 3744.035619 = -11412921.232499
  nChanged 2219
		SP:Iteration 12Q (121887.440000 sec): 3 clusters
  Score: Raw -11417658.381425 + Penalty 3744.035619 = -11413914.345806
  nChanged 1989
		SP:Iteration 13Q (121888.080000 sec): 3 clusters
  Score: Raw -11418549.348076 + Penalty 3744.035619 = -11414805.312457
  nChanged 1868
		SP:Iteration 14Q (121888.770000 sec): 3 clusters
  Score: Raw -11419359.262984 + Penalty 3744.035619 = -11415615.227365
  nChanged 1773
		SP:Iteration 15Q (121889.470000 sec): 3 clusters
  Score: Raw -11420136.586214 + Penalty 3744.035619 = -11416392.550595
  nChanged 1715
		SP:Iteration 16Q (121890.120000 sec): 3 clusters
  Score: Raw -11420875.855464 + Penalty 3744.035619 = -11417131.819845
  nChanged 1490
		SP:Iteration 17Q (121890.820000 sec): 3 clusters
  Score: Raw -11421451.572994 + Penalty 3744.035619 = -11417707.537375
  nChanged 1434
		SP:Iteration 18Q (121891.480000 sec): 3 clusters
  Score: Raw -11422008.621215 + Penalty 3744.035619 = -11418264.585596
  nChanged 1367
		SP:Iteration 19Q (121892.140000 sec): 3 clusters
  Score: Raw -11422580.150087 + Penalty 3744.035619 = -11418836.114468
  nChanged 1333
		SP:Iteration 20F (121892.920000 sec): 3 clusters
  Score: Raw -11423150.425965 + Penalty 3744.035619 = -11419406.390346
  nChanged 1195
		SP:Iteration 21Q (121893.530000 sec): 3 clusters
  Score: Raw -11423681.254763 + Penalty 3744.035619 = -11419937.219144
  nChanged 1089
		SP:Iteration 22Q (121894.140000 sec): 3 clusters
  Score: Raw -11424185.665038 + Penalty 3744.035619 = -11420441.629419
  nChanged 1042
		SP:Iteration 23Q (121894.710000 sec): 3 clusters
  Score: Raw -11424673.956472 + Penalty 3744.035619 = -11420929.920853
  nChanged 968
		SP:Iteration 24Q (121895.250000 sec): 3 clusters
  Score: Raw -11425123.506155 + Penalty 3744.035619 = -11421379.470536
  nChanged 864
		SP:Iteration 25Q (121895.800000 sec): 3 clusters
  Score: Raw -11425510.952992 + Penalty 3744.035619 = -11421766.917373
  nChanged 720
		SP:Iteration 26Q (121896.340000 sec): 3 clusters
  Score: Raw -11425810.067759 + Penalty 3744.035619 = -11422066.032140
  nChanged 634
		SP:Iteration 27Q (121896.980000 sec): 3 clusters
  Score: Raw -11426074.453355 + Penalty 3744.035619 = -11422330.417736
  nChanged 538
		SP:Iteration 28Q (121897.620000 sec): 3 clusters
  Score: Raw -11426301.857397 + Penalty 3744.035619 = -11422557.821778
  nChanged 497
		SP:Iteration 29Q (121898.320000 sec): 3 clusters
  Score: Raw -11426499.583184 + Penalty 3744.035619 = -11422755.547565
  nChanged 411
		SP:Iteration 30Q (121899.020000 sec): 3 clusters
  Score: Raw -11426668.505091 + Penalty 3744.035619 = -11422924.469472
  nChanged 379
		SP:Iteration 31Q (121899.720000 sec): 3 clusters
  Score: Raw -11426836.720036 + Penalty 3744.035619 = -11423092.684417
  nChanged 296
		SP:Iteration 32Q (121900.440000 sec): 3 clusters
  Score: Raw -11426964.374377 + Penalty 3744.035619 = -11423220.338758
  nChanged 256
		SP:Iteration 33Q (121901.060000 sec): 3 clusters
  Score: Raw -11427074.879351 + Penalty 3744.035619 = -11423330.843732
  nChanged 232
		SP:Iteration 34Q (121901.740000 sec): 3 clusters
  Score: Raw -11427160.337043 + Penalty 3744.035619 = -11423416.301424
  nChanged 181
		SP:Iteration 35Q (121902.360000 sec): 3 clusters
  Score: Raw -11427220.356582 + Penalty 3744.035619 = -11423476.320963
  nChanged 143
		SP:Iteration 36Q (121902.920000 sec): 3 clusters
  Score: Raw -11427268.533600 + Penalty 3744.035619 = -11423524.497981
  nChanged 145
		SP:Iteration 37Q (121903.610000 sec): 3 clusters
  Score: Raw -11427312.284100 + Penalty 3744.035619 = -11423568.248481
  nChanged 124
		SP:Iteration 38Q (121904.240000 sec): 3 clusters
  Score: Raw -11427346.884720 + Penalty 3744.035619 = -11423602.849101
  nChanged 104
		SP:Iteration 39Q (121904.840000 sec): 3 clusters
  Score: Raw -11427369.550823 + Penalty 3744.035619 = -11423625.515204
  nChanged 85
		SP:Iteration 40F (121905.460000 sec): 3 clusters
  Score: Raw -11427390.230649 + Penalty 3744.035619 = -11423646.195030
  nChanged 69
		SP:Iteration 41Q (121906.140000 sec): 3 clusters
  Score: Raw -11427407.064825 + Penalty 3744.035619 = -11423663.029206
  nChanged 67
		SP:Iteration 42Q (121906.820000 sec): 3 clusters
  Score: Raw -11427423.406000 + Penalty 3744.035619 = -11423679.370381
  nChanged 58
		SP:Iteration 43Q (121907.530000 sec): 3 clusters
  Score: Raw -11427436.927338 + Penalty 3744.035619 = -11423692.891719
  nChanged 45
		SP:Iteration 44Q (121908.130000 sec): 3 clusters
  Score: Raw -11427447.040011 + Penalty 3744.035619 = -11423703.004392
  nChanged 37
		SP:Iteration 45Q (121908.800000 sec): 3 clusters
  Score: Raw -11427454.627143 + Penalty 3744.035619 = -11423710.591524
  nChanged 37
		SP:Iteration 46Q (121909.370000 sec): 3 clusters
  Score: Raw -11427462.420980 + Penalty 3744.035619 = -11423718.385361
  nChanged 34
		SP:Iteration 47Q (121909.970000 sec): 3 clusters
  Score: Raw -11427469.904468 + Penalty 3744.035619 = -11423725.868849
  nChanged 33
		SP:Iteration 48Q (121910.610000 sec): 3 clusters
  Score: Raw -11427476.660416 + Penalty 3744.035619 = -11423732.624796
  nChanged 31
		SP:Iteration 49Q (121911.250000 sec): 3 clusters
  Score: Raw -11427482.407475 + Penalty 3744.035619 = -11423738.371856
  nChanged 25
		SP:Iteration 50Q (121911.940000 sec): 3 clusters
  Score: Raw -11427487.590311 + Penalty 3744.035619 = -11423743.554692
  nChanged 20
		SP:Iteration 51Q (121912.560000 sec): 3 clusters
  Score: Raw -11427491.353726 + Penalty 3744.035619 = -11423747.318106
  nChanged 25
		SP:Iteration 52Q (121913.140000 sec): 3 clusters
  Score: Raw -11427497.085872 + Penalty 3744.035619 = -11423753.050252
  nChanged 25
		SP:Iteration 53Q (121913.820000 sec): 3 clusters
  Score: Raw -11427504.410127 + Penalty 3744.035619 = -11423760.374508
  nChanged 28
		SP:Iteration 54Q (121914.480000 sec): 3 clusters
  Score: Raw -11427511.122860 + Penalty 3744.035619 = -11423767.087241
  nChanged 20
		SP:Iteration 55Q (121915.210000 sec): 3 clusters
  Score: Raw -11427514.493352 + Penalty 3744.035619 = -11423770.457733
  nChanged 21
		SP:Iteration 56Q (121915.920000 sec): 3 clusters
  Score: Raw -11427518.217451 + Penalty 3744.035619 = -11423774.181832
  nChanged 19
		SP:Iteration 57Q (121916.560000 sec): 3 clusters
  Score: Raw -11427521.168798 + Penalty 3744.035619 = -11423777.133179
  nChanged 17
		SP:Iteration 58Q (121917.180000 sec): 3 clusters
  Score: Raw -11427523.252256 + Penalty 3744.035619 = -11423779.216637
  nChanged 11
		SP:Iteration 59Q (121917.840000 sec): 3 clusters
  Score: Raw -11427525.093338 + Penalty 3744.035619 = -11423781.057718
  nChanged 8
		SP:Iteration 60F (121918.620000 sec): 3 clusters
  Score: Raw -11427526.410899 + Penalty 3744.035619 = -11423782.375280
  nChanged 9
		SP:Iteration 61Q (121919.240000 sec): 3 clusters
  Score: Raw -11427528.024505 + Penalty 3744.035619 = -11423783.988886
  nChanged 7
		SP:Iteration 62Q (121919.970000 sec): 3 clusters
  Score: Raw -11427528.972795 + Penalty 3744.035619 = -11423784.937175
  nChanged 6
		SP:Iteration 63Q (121920.570000 sec): 3 clusters
  Score: Raw -11427529.747820 + Penalty 3744.035619 = -11423785.712201
  nChanged 6
		SP:Iteration 64Q (121921.280000 sec): 3 clusters
  Score: Raw -11427530.686793 + Penalty 3744.035619 = -11423786.651174
  nChanged 10
		SP:Iteration 65Q (121921.900000 sec): 3 clusters
  Score: Raw -11427532.356050 + Penalty 3744.035619 = -11423788.320431
  nChanged 14
		SP:Iteration 66Q (121922.510000 sec): 3 clusters
  Score: Raw -11427534.417028 + Penalty 3744.035619 = -11423790.381409
  nChanged 11
		SP:Iteration 67Q (121923.150000 sec): 3 clusters
  Score: Raw -11427536.338354 + Penalty 3744.035619 = -11423792.302735
  nChanged 7
		SP:Iteration 68Q (121923.740000 sec): 3 clusters
  Score: Raw -11427537.857695 + Penalty 3744.035619 = -11423793.822076
  nChanged 7
		SP:Iteration 69Q (121924.380000 sec): 3 clusters
  Score: Raw -11427539.555144 + Penalty 3744.035619 = -11423795.519525
  nChanged 8
		SP:Iteration 70Q (121925.000000 sec): 3 clusters
  Score: Raw -11427540.864608 + Penalty 3744.035619 = -11423796.828989
  nChanged 8
		SP:Iteration 71Q (121925.620000 sec): 3 clusters
  Score: Raw -11427541.951544 + Penalty 3744.035619 = -11423797.915925
  nChanged 6
		SP:Iteration 72Q (121926.260000 sec): 3 clusters
  Score: Raw -11427543.035856 + Penalty 3744.035619 = -11423799.000236
  nChanged 7
		SP:Iteration 73Q (121927.000000 sec): 3 clusters
  Score: Raw -11427544.540838 + Penalty 3744.035619 = -11423800.505219
  nChanged 5
		SP:Iteration 74Q (121927.680000 sec): 3 clusters
  Score: Raw -11427545.457031 + Penalty 3744.035619 = -11423801.421412
  nChanged 8
		SP:Iteration 75Q (121928.350000 sec): 3 clusters
  Score: Raw -11427546.771361 + Penalty 3744.035619 = -11423802.735742
  nChanged 5
		SP:Iteration 76Q (121928.970000 sec): 3 clusters
  Score: Raw -11427547.405335 + Penalty 3744.035619 = -11423803.369716
  nChanged 3
		SP:Iteration 77Q (121929.670000 sec): 3 clusters
  Score: Raw -11427547.750466 + Penalty 3744.035619 = -11423803.714847
  nChanged 3
		SP:Iteration 78Q (121930.310000 sec): 3 clusters
  Score: Raw -11427548.375868 + Penalty 3744.035619 = -11423804.340249
  nChanged 4
		SP:Iteration 79Q (121930.970000 sec): 3 clusters
  Score: Raw -11427549.370146 + Penalty 3744.035619 = -11423805.334527
  nChanged 5
		SP:Iteration 80F (121931.610000 sec): 3 clusters
  Score: Raw -11427550.025984 + Penalty 3744.035619 = -11423805.990365
  nChanged 5
		SP:Iteration 81Q (121932.280000 sec): 3 clusters
  Score: Raw -11427550.787361 + Penalty 3744.035619 = -11423806.751742
  nChanged 3
		SP:Iteration 82Q (121932.930000 sec): 3 clusters
  Score: Raw -11427551.469730 + Penalty 3744.035619 = -11423807.434111
  nChanged 3
		SP:Iteration 83Q (121933.520000 sec): 3 clusters
  Score: Raw -11427551.847102 + Penalty 3744.035619 = -11423807.811483
  nChanged 3
		SP:Iteration 84Q (121934.150000 sec): 3 clusters
  Score: Raw -11427552.211578 + Penalty 3744.035619 = -11423808.175959
  nChanged 3
		SP:Iteration 85Q (121934.730000 sec): 3 clusters
  Score: Raw -11427552.614582 + Penalty 3744.035619 = -11423808.578963
  nChanged 4
		SP:Iteration 86Q (121935.460000 sec): 3 clusters
  Score: Raw -11427553.031139 + Penalty 3744.035619 = -11423808.995520
  nChanged 2
		SP:Iteration 87Q (121936.100000 sec): 3 clusters
  Score: Raw -11427553.417647 + Penalty 3744.035619 = -11423809.382028
  nChanged 3
		SP:Iteration 88Q (121936.700000 sec): 3 clusters
  Score: Raw -11427553.683272 + Penalty 3744.035619 = -11423809.647653
  nChanged 1
		SP:Iteration 89Q (121937.240000 sec): 3 clusters
  Score: Raw -11427553.807827 + Penalty 3744.035619 = -11423809.772208
  nChanged 2
		SP:Iteration 90Q (121937.740000 sec): 3 clusters
  Score: Raw -11427554.056516 + Penalty 3744.035619 = -11423810.020897
  nChanged 2
		SP:Iteration 91Q (121938.260000 sec): 3 clusters
  Score: Raw -11427554.642090 + Penalty 3744.035619 = -11423810.606471
  nChanged 2
		SP:Iteration 92Q (121938.770000 sec): 3 clusters
  Score: Raw -11427554.805172 + Penalty 3744.035619 = -11423810.769553
  nChanged 1
		SP:Iteration 93Q (121939.300000 sec): 3 clusters
  Score: Raw -11427555.213003 + Penalty 3744.035619 = -11423811.177384
  nChanged 2
		SP:Iteration 94Q (121939.950000 sec): 3 clusters
  Score: Raw -11427555.664055 + Penalty 3744.035619 = -11423811.628436
  nChanged 5
		SP:Iteration 95Q (121940.560000 sec): 3 clusters
  Score: Raw -11427556.741991 + Penalty 3744.035619 = -11423812.706372
  nChanged 7
		SP:Iteration 96Q (121941.160000 sec): 3 clusters
  Score: Raw -11427558.155423 + Penalty 3744.035619 = -11423814.119804
  nChanged 7
		SP:Iteration 97Q (121941.780000 sec): 3 clusters
  Score: Raw -11427559.302990 + Penalty 3744.035619 = -11423815.267371
  nChanged 4
		SP:Iteration 98Q (121942.390000 sec): 3 clusters
  Score: Raw -11427559.719342 + Penalty 3744.035619 = -11423815.683723
  nChanged 2
		SP:Iteration 99Q (121943.010000 sec): 3 clusters
  Score: Raw -11427559.899168 + Penalty 3744.035619 = -11423815.863549
  nChanged 2
		SP:Iteration 100F (121943.670000 sec): 3 clusters
  Score: Raw -11427560.023747 + Penalty 3744.035619 = -11423815.988128
  nChanged 3
		SP:Iteration 101Q (121944.350000 sec): 3 clusters
  Score: Raw -11427560.311857 + Penalty 3744.035619 = -11423816.276238
  nChanged 3
		SP:Iteration 102Q (121944.970000 sec): 3 clusters
  Score: Raw -11427560.703584 + Penalty 3744.035619 = -11423816.667965
  nChanged 2
		SP:Iteration 103Q (121945.630000 sec): 3 clusters
  Score: Raw -11427560.865382 + Penalty 3744.035619 = -11423816.829763
  nChanged 0
		SP:Iteration 104F (121946.470000 sec): 3 clusters
  Score: Raw -11427560.865382 + Penalty 3744.035619 = -11423816.829763
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121946.800000 sec): 2 clusters
  Score: Raw -4573645.567331 + Penalty 1711.513294 = -4571934.054037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121947.150000 sec): 3 clusters
  Score: Raw -4550287.420732 + Penalty 3423.026588 = -4546864.394144
  nChanged 17336
		SP:Iteration 1F (121947.490000 sec): 3 clusters
  Score: Raw -4559909.663921 + Penalty 3423.026588 = -4556486.637332
  nChanged 1616
		SP:Iteration 2Q (121947.820000 sec): 3 clusters
  Score: Raw -4560350.629388 + Penalty 3423.026588 = -4556927.602800
  nChanged 1466
		SP:Iteration 3Q (121948.270000 sec): 3 clusters
  Score: Raw -4560749.003926 + Penalty 3423.026588 = -4557325.977338
  nChanged 1440
		SP:Iteration 4Q (121948.610000 sec): 3 clusters
  Score: Raw -4561205.585306 + Penalty 3423.026588 = -4557782.558717
  nChanged 1556
		SP:Iteration 5Q (121949.090000 sec): 3 clusters
  Score: Raw -4561743.737483 + Penalty 3423.026588 = -4558320.710895
  nChanged 1578
		SP:Iteration 6Q (121949.510000 sec): 3 clusters
  Score: Raw -4562327.288950 + Penalty 3423.026588 = -4558904.262362
  nChanged 1646
		SP:Iteration 7Q (121949.950000 sec): 3 clusters
  Score: Raw -4563032.122122 + Penalty 3423.026588 = -4559609.095533
  nChanged 1742
		SP:Iteration 8Q (121950.330000 sec): 3 clusters
  Score: Raw -4563829.580625 + Penalty 3423.026588 = -4560406.554037
  nChanged 1794
		SP:Iteration 9Q (121950.830000 sec): 3 clusters
  Score: Raw -4564670.304677 + Penalty 3423.026588 = -4561247.278088
  nChanged 1755
		SP:Iteration 10Q (121951.210000 sec): 3 clusters
  Score: Raw -4565447.680065 + Penalty 3423.026588 = -4562024.653477
  nChanged 1617
		SP:Iteration 11Q (121951.580000 sec): 3 clusters
  Score: Raw -4566121.751611 + Penalty 3423.026588 = -4562698.725023
  nChanged 1427
		SP:Iteration 12Q (121952.010000 sec): 3 clusters
  Score: Raw -4566668.496175 + Penalty 3423.026588 = -4563245.469586
  nChanged 1263
		SP:Iteration 13Q (121952.380000 sec): 3 clusters
  Score: Raw -4567146.812244 + Penalty 3423.026588 = -4563723.785656
  nChanged 1204
		SP:Iteration 14Q (121952.770000 sec): 3 clusters
  Score: Raw -4567616.316951 + Penalty 3423.026588 = -4564193.290363
  nChanged 1166
		SP:Iteration 15Q (121953.180000 sec): 3 clusters
  Score: Raw -4568070.518089 + Penalty 3423.026588 = -4564647.491501
  nChanged 1153
		SP:Iteration 16Q (121953.590000 sec): 3 clusters
  Score: Raw -4568516.432400 + Penalty 3423.026588 = -4565093.405812
  nChanged 1148
		SP:Iteration 17Q (121953.900000 sec): 3 clusters
  Score: Raw -4568959.533316 + Penalty 3423.026588 = -4565536.506728
  nChanged 1225
		SP:Iteration 18Q (121954.290000 sec): 3 clusters
  Score: Raw -4569470.120580 + Penalty 3423.026588 = -4566047.093991
  nChanged 1291
		SP:Iteration 19Q (121954.740000 sec): 3 clusters
  Score: Raw -4570045.651500 + Penalty 3423.026588 = -4566622.624912
  nChanged 1308
		SP:Iteration 20F (121955.190000 sec): 3 clusters
  Score: Raw -4570658.466370 + Penalty 3423.026588 = -4567235.439781
  nChanged 1324
		SP:Iteration 21Q (121955.610000 sec): 3 clusters
  Score: Raw -4571296.119445 + Penalty 3423.026588 = -4567873.092857
  nChanged 1195
		SP:Iteration 22Q (121955.930000 sec): 3 clusters
  Score: Raw -4571875.785914 + Penalty 3423.026588 = -4568452.759325
  nChanged 1074
		SP:Iteration 23Q (121956.340000 sec): 3 clusters
  Score: Raw -4572369.940736 + Penalty 3423.026588 = -4568946.914148
  nChanged 966
		SP:Iteration 24Q (121956.650000 sec): 3 clusters
  Score: Raw -4572814.816347 + Penalty 3423.026588 = -4569391.789759
  nChanged 802
		SP:Iteration 25Q (121957.020000 sec): 3 clusters
  Score: Raw -4573172.506164 + Penalty 3423.026588 = -4569749.479576
  nChanged 644
		SP:Iteration 26Q (121957.440000 sec): 3 clusters
  Score: Raw -4573443.104282 + Penalty 3423.026588 = -4570020.077694
  nChanged 528
		SP:Iteration 27Q (121957.790000 sec): 3 clusters
  Score: Raw -4573651.877267 + Penalty 3423.026588 = -4570228.850679
  nChanged 387
		SP:Iteration 28Q (121958.270000 sec): 3 clusters
  Score: Raw -4573789.844608 + Penalty 3423.026588 = -4570366.818020
  nChanged 307
		SP:Iteration 29Q (121958.660000 sec): 3 clusters
  Score: Raw -4573892.805228 + Penalty 3423.026588 = -4570469.778640
  nChanged 235
		SP:Iteration 30Q (121959.090000 sec): 3 clusters
  Score: Raw -4573962.446430 + Penalty 3423.026588 = -4570539.419842
  nChanged 177
		SP:Iteration 31Q (121959.480000 sec): 3 clusters
  Score: Raw -4574019.621484 + Penalty 3423.026588 = -4570596.594896
  nChanged 167
		SP:Iteration 32Q (121959.900000 sec): 3 clusters
  Score: Raw -4574067.309363 + Penalty 3423.026588 = -4570644.282775
  nChanged 131
		SP:Iteration 33Q (121960.260000 sec): 3 clusters
  Score: Raw -4574103.737446 + Penalty 3423.026588 = -4570680.710858
  nChanged 109
		SP:Iteration 34Q (121960.560000 sec): 3 clusters
  Score: Raw -4574133.508234 + Penalty 3423.026588 = -4570710.481646
  nChanged 73
		SP:Iteration 35Q (121960.970000 sec): 3 clusters
  Score: Raw -4574153.694881 + Penalty 3423.026588 = -4570730.668293
  nChanged 75
		SP:Iteration 36Q (121961.320000 sec): 3 clusters
  Score: Raw -4574174.670002 + Penalty 3423.026588 = -4570751.643414
  nChanged 59
		SP:Iteration 37Q (121961.720000 sec): 3 clusters
  Score: Raw -4574192.058740 + Penalty 3423.026588 = -4570769.032151
  nChanged 57
		SP:Iteration 38Q (121962.040000 sec): 3 clusters
  Score: Raw -4574208.494340 + Penalty 3423.026588 = -4570785.467752
  nChanged 44
		SP:Iteration 39Q (121962.390000 sec): 3 clusters
  Score: Raw -4574218.725936 + Penalty 3423.026588 = -4570795.699348
  nChanged 32
		SP:Iteration 40F (121962.810000 sec): 3 clusters
  Score: Raw -4574225.684713 + Penalty 3423.026588 = -4570802.658125
  nChanged 26
		SP:Iteration 41Q (121963.210000 sec): 3 clusters
  Score: Raw -4574231.563113 + Penalty 3423.026588 = -4570808.536525
  nChanged 17
		SP:Iteration 42Q (121963.590000 sec): 3 clusters
  Score: Raw -4574234.484703 + Penalty 3423.026588 = -4570811.458115
  nChanged 13
		SP:Iteration 43Q (121963.870000 sec): 3 clusters
  Score: Raw -4574237.478077 + Penalty 3423.026588 = -4570814.451489
  nChanged 18
		SP:Iteration 44Q (121964.200000 sec): 3 clusters
  Score: Raw -4574241.293605 + Penalty 3423.026588 = -4570818.267017
  nChanged 16
		SP:Iteration 45Q (121964.520000 sec): 3 clusters
  Score: Raw -4574244.092407 + Penalty 3423.026588 = -4570821.065819
  nChanged 12
		SP:Iteration 46Q (121964.930000 sec): 3 clusters
  Score: Raw -4574246.107606 + Penalty 3423.026588 = -4570823.081017
  nChanged 10
		SP:Iteration 47Q (121965.280000 sec): 3 clusters
  Score: Raw -4574248.074396 + Penalty 3423.026588 = -4570825.047808
  nChanged 5
		SP:Iteration 48Q (121965.590000 sec): 3 clusters
  Score: Raw -4574248.786156 + Penalty 3423.026588 = -4570825.759568
  nChanged 4
		SP:Iteration 49Q (121965.940000 sec): 3 clusters
  Score: Raw -4574249.286917 + Penalty 3423.026588 = -4570826.260328
  nChanged 5
		SP:Iteration 50Q (121966.320000 sec): 3 clusters
  Score: Raw -4574250.330733 + Penalty 3423.026588 = -4570827.304145
  nChanged 6
		SP:Iteration 51Q (121966.690000 sec): 3 clusters
  Score: Raw -4574251.165132 + Penalty 3423.026588 = -4570828.138544
  nChanged 4
		SP:Iteration 52Q (121967.000000 sec): 3 clusters
  Score: Raw -4574251.824390 + Penalty 3423.026588 = -4570828.797801
  nChanged 4
		SP:Iteration 53Q (121967.410000 sec): 3 clusters
  Score: Raw -4574252.650856 + Penalty 3423.026588 = -4570829.624267
  nChanged 6
		SP:Iteration 54Q (121967.710000 sec): 3 clusters
  Score: Raw -4574253.588144 + Penalty 3423.026588 = -4570830.561556
  nChanged 7
		SP:Iteration 55Q (121968.070000 sec): 3 clusters
  Score: Raw -4574255.352856 + Penalty 3423.026588 = -4570832.326268
  nChanged 8
		SP:Iteration 56Q (121968.430000 sec): 3 clusters
  Score: Raw -4574257.655648 + Penalty 3423.026588 = -4570834.629060
  nChanged 9
		SP:Iteration 57Q (121968.740000 sec): 3 clusters
  Score: Raw -4574260.235675 + Penalty 3423.026588 = -4570837.209087
  nChanged 8
		SP:Iteration 58Q (121969.120000 sec): 3 clusters
  Score: Raw -4574261.782728 + Penalty 3423.026588 = -4570838.756140
  nChanged 7
		SP:Iteration 59Q (121969.460000 sec): 3 clusters
  Score: Raw -4574263.220636 + Penalty 3423.026588 = -4570840.194048
  nChanged 7
		SP:Iteration 60F (121969.820000 sec): 3 clusters
  Score: Raw -4574264.541713 + Penalty 3423.026588 = -4570841.515125
  nChanged 10
		SP:Iteration 61Q (121970.160000 sec): 3 clusters
  Score: Raw -4574266.802676 + Penalty 3423.026588 = -4570843.776088
  nChanged 9
		SP:Iteration 62Q (121970.540000 sec): 3 clusters
  Score: Raw -4574268.456615 + Penalty 3423.026588 = -4570845.430026
  nChanged 9
		SP:Iteration 63Q (121970.870000 sec): 3 clusters
  Score: Raw -4574270.016747 + Penalty 3423.026588 = -4570846.990159
  nChanged 7
		SP:Iteration 64Q (121971.210000 sec): 3 clusters
  Score: Raw -4574271.004250 + Penalty 3423.026588 = -4570847.977662
  nChanged 5
		SP:Iteration 65Q (121971.580000 sec): 3 clusters
  Score: Raw -4574271.733144 + Penalty 3423.026588 = -4570848.706555
  nChanged 4
		SP:Iteration 66Q (121972.000000 sec): 3 clusters
  Score: Raw -4574272.428800 + Penalty 3423.026588 = -4570849.402212
  nChanged 7
		SP:Iteration 67Q (121972.340000 sec): 3 clusters
  Score: Raw -4574273.798672 + Penalty 3423.026588 = -4570850.772083
  nChanged 4
		SP:Iteration 68Q (121972.710000 sec): 3 clusters
  Score: Raw -4574274.631480 + Penalty 3423.026588 = -4570851.604892
  nChanged 5
		SP:Iteration 69Q (121973.190000 sec): 3 clusters
  Score: Raw -4574275.621480 + Penalty 3423.026588 = -4570852.594891
  nChanged 3
		SP:Iteration 70Q (121973.580000 sec): 3 clusters
  Score: Raw -4574276.294790 + Penalty 3423.026588 = -4570853.268201
  nChanged 2
		SP:Iteration 71Q (121973.980000 sec): 3 clusters
  Score: Raw -4574276.733916 + Penalty 3423.026588 = -4570853.707328
  nChanged 5
		SP:Iteration 72Q (121974.350000 sec): 3 clusters
  Score: Raw -4574277.410981 + Penalty 3423.026588 = -4570854.384392
  nChanged 5
		SP:Iteration 73Q (121974.760000 sec): 3 clusters
  Score: Raw -4574278.438547 + Penalty 3423.026588 = -4570855.411958
  nChanged 4
		SP:Iteration 74Q (121975.130000 sec): 3 clusters
  Score: Raw -4574279.124135 + Penalty 3423.026588 = -4570856.097547
  nChanged 4
		SP:Iteration 75Q (121975.470000 sec): 3 clusters
  Score: Raw -4574279.609738 + Penalty 3423.026588 = -4570856.583149
  nChanged 5
		SP:Iteration 76Q (121975.870000 sec): 3 clusters
  Score: Raw -4574280.527314 + Penalty 3423.026588 = -4570857.500725
  nChanged 2
		SP:Iteration 77Q (121976.310000 sec): 3 clusters
  Score: Raw -4574280.874646 + Penalty 3423.026588 = -4570857.848058
  nChanged 0
		SP:Iteration 78F (121976.620000 sec): 3 clusters
  Score: Raw -4574280.874646 + Penalty 3423.026588 = -4570857.848058
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (314079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121978.030000 sec): 2 clusters
  Score: Raw -38207918.213510 + Penalty 2056.827472 = -38205861.386038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121979.890000 sec): 3 clusters
  Score: Raw -37998045.558703 + Penalty 4113.654943 = -37993931.903759
  nChanged 153061
		SP:Iteration 1F (121981.780000 sec): 3 clusters
  Score: Raw -38090398.419613 + Penalty 4113.654943 = -38086284.764670
  nChanged 10048
		SP:Iteration 2Q (121983.460000 sec): 3 clusters
  Score: Raw -38093478.812237 + Penalty 4113.654943 = -38089365.157294
  nChanged 12395
		SP:Iteration 3Q (121985.330000 sec): 3 clusters
  Score: Raw -38098295.164394 + Penalty 4113.654943 = -38094181.509451
  nChanged 15425
		SP:Iteration 4Q (121986.920000 sec): 3 clusters
  Score: Raw -38105789.006160 + Penalty 4113.654943 = -38101675.351217
  nChanged 18988
		SP:Iteration 5F (121988.650000 sec): 3 clusters
  Score: Raw -38117181.105765 + Penalty 4113.654943 = -38113067.450822
  nChanged 21929
		SP:Iteration 6F (121990.400000 sec): 3 clusters
  Score: Raw -38132655.037262 + Penalty 4113.654943 = -38128541.382319
  nChanged 22855
		SP:Iteration 7F (121992.020000 sec): 3 clusters
  Score: Raw -38150825.974201 + Penalty 4113.654943 = -38146712.319257
  nChanged 21472
		SP:Iteration 8F (121993.800000 sec): 3 clusters
  Score: Raw -38169332.644106 + Penalty 4113.654943 = -38165218.989162
  nChanged 17542
		SP:Iteration 9F (121995.670000 sec): 3 clusters
  Score: Raw -38184812.278262 + Penalty 4113.654943 = -38180698.623319
  nChanged 12424
		SP:Iteration 10Q (121997.290000 sec): 3 clusters
  Score: Raw -38195631.064638 + Penalty 4113.654943 = -38191517.409695
  nChanged 7633
		SP:Iteration 11Q (121998.720000 sec): 3 clusters
  Score: Raw -38201966.927885 + Penalty 4113.654943 = -38197853.272942
  nChanged 4055
		SP:Iteration 12Q (122000.210000 sec): 3 clusters
  Score: Raw -38205199.041323 + Penalty 4113.654943 = -38201085.386379
  nChanged 2025
		SP:Iteration 13Q (122001.810000 sec): 3 clusters
  Score: Raw -38206766.023418 + Penalty 4113.654943 = -38202652.368474
  nChanged 964
		SP:Iteration 14Q (122003.300000 sec): 3 clusters
  Score: Raw -38207538.309985 + Penalty 4113.654943 = -38203424.655042
  nChanged 439
		SP:Iteration 15Q (122005.030000 sec): 3 clusters
  Score: Raw -38207896.689083 + Penalty 4113.654943 = -38203783.034139
  nChanged 254
		SP:Iteration 16Q (122006.890000 sec): 3 clusters
  Score: Raw -38208112.556430 + Penalty 4113.654943 = -38203998.901487
  nChanged 181
		SP:Iteration 17Q (122008.710000 sec): 3 clusters
  Score: Raw -38208256.572386 + Penalty 4113.654943 = -38204142.917443
  nChanged 149
		SP:Iteration 18Q (122010.850000 sec): 3 clusters
  Score: Raw -38208369.657109 + Penalty 4113.654943 = -38204256.002166
  nChanged 108
		SP:Iteration 19Q (122012.410000 sec): 3 clusters
  Score: Raw -38208451.772193 + Penalty 4113.654943 = -38204338.117250
  nChanged 100
		SP:Iteration 20F (122014.570000 sec): 3 clusters
  Score: Raw -38208516.911785 + Penalty 4113.654943 = -38204403.256842
  nChanged 86
		SP:Iteration 21Q (122016.650000 sec): 3 clusters
  Score: Raw -38208566.164691 + Penalty 4113.654943 = -38204452.509748
  nChanged 77
		SP:Iteration 22Q (122018.300000 sec): 3 clusters
  Score: Raw -38208621.962166 + Penalty 4113.654943 = -38204508.307223
  nChanged 91
		SP:Iteration 23Q (122019.860000 sec): 3 clusters
  Score: Raw -38208691.508320 + Penalty 4113.654943 = -38204577.853377
  nChanged 104
		SP:Iteration 24Q (122021.380000 sec): 3 clusters
  Score: Raw -38208794.401620 + Penalty 4113.654943 = -38204680.746677
  nChanged 127
		SP:Iteration 25Q (122022.970000 sec): 3 clusters
  Score: Raw -38208904.166025 + Penalty 4113.654943 = -38204790.511082
  nChanged 120
		SP:Iteration 26Q (122024.480000 sec): 3 clusters
  Score: Raw -38208987.343462 + Penalty 4113.654943 = -38204873.688519
  nChanged 133
		SP:Iteration 27Q (122025.820000 sec): 3 clusters
  Score: Raw -38209075.966054 + Penalty 4113.654943 = -38204962.311111
  nChanged 111
		SP:Iteration 28Q (122027.250000 sec): 3 clusters
  Score: Raw -38209143.262688 + Penalty 4113.654943 = -38205029.607745
  nChanged 101
		SP:Iteration 29Q (122028.660000 sec): 3 clusters
  Score: Raw -38209202.403060 + Penalty 4113.654943 = -38205088.748117
  nChanged 99
		SP:Iteration 30Q (122030.140000 sec): 3 clusters
  Score: Raw -38209253.708310 + Penalty 4113.654943 = -38205140.053367
  nChanged 87
		SP:Iteration 31Q (122031.450000 sec): 3 clusters
  Score: Raw -38209292.323663 + Penalty 4113.654943 = -38205178.668720
  nChanged 65
		SP:Iteration 32Q (122032.720000 sec): 3 clusters
  Score: Raw -38209321.432430 + Penalty 4113.654943 = -38205207.777487
  nChanged 50
		SP:Iteration 33Q (122034.090000 sec): 3 clusters
  Score: Raw -38209341.202172 + Penalty 4113.654943 = -38205227.547228
  nChanged 50
		SP:Iteration 34Q (122035.480000 sec): 3 clusters
  Score: Raw -38209361.918369 + Penalty 4113.654943 = -38205248.263426
  nChanged 45
		SP:Iteration 35Q (122036.980000 sec): 3 clusters
  Score: Raw -38209381.252881 + Penalty 4113.654943 = -38205267.597937
  nChanged 39
		SP:Iteration 36Q (122038.320000 sec): 3 clusters
  Score: Raw -38209392.130735 + Penalty 4113.654943 = -38205278.475792
  nChanged 27
		SP:Iteration 37Q (122039.730000 sec): 3 clusters
  Score: Raw -38209400.389925 + Penalty 4113.654943 = -38205286.734981
  nChanged 21
		SP:Iteration 38Q (122041.350000 sec): 3 clusters
  Score: Raw -38209405.764956 + Penalty 4113.654943 = -38205292.110013
  nChanged 21
		SP:Iteration 39Q (122042.560000 sec): 3 clusters
  Score: Raw -38209410.905694 + Penalty 4113.654943 = -38205297.250751
  nChanged 23
		SP:Iteration 40F (122044.510000 sec): 3 clusters
  Score: Raw -38209497.291741 + Penalty 4113.654943 = -38205383.636798
  nChanged 112
		SP:Iteration 41Q (122045.880000 sec): 3 clusters
  Score: Raw -38209563.003233 + Penalty 4113.654943 = -38205449.348289
  nChanged 116
		SP:Iteration 42Q (122047.310000 sec): 3 clusters
  Score: Raw -38209614.323707 + Penalty 4113.654943 = -38205500.668763
  nChanged 99
		SP:Iteration 43Q (122048.670000 sec): 3 clusters
  Score: Raw -38209647.733731 + Penalty 4113.654943 = -38205534.078788
  nChanged 79
		SP:Iteration 44Q (122050.080000 sec): 3 clusters
  Score: Raw -38209674.455779 + Penalty 4113.654943 = -38205560.800836
  nChanged 75
		SP:Iteration 45Q (122051.610000 sec): 3 clusters
  Score: Raw -38209695.269298 + Penalty 4113.654943 = -38205581.614355
  nChanged 66
		SP:Iteration 46Q (122053.140000 sec): 3 clusters
  Score: Raw -38209712.293939 + Penalty 4113.654943 = -38205598.638996
  nChanged 53
		SP:Iteration 47Q (122054.590000 sec): 3 clusters
  Score: Raw -38209724.207546 + Penalty 4113.654943 = -38205610.552603
  nChanged 38
		SP:Iteration 48Q (122056.200000 sec): 3 clusters
  Score: Raw -38209732.003545 + Penalty 4113.654943 = -38205618.348602
  nChanged 39
		SP:Iteration 49Q (122057.680000 sec): 3 clusters
  Score: Raw -38209739.509212 + Penalty 4113.654943 = -38205625.854269
  nChanged 29
		SP:Iteration 50Q (122059.280000 sec): 3 clusters
  Score: Raw -38209745.732185 + Penalty 4113.654943 = -38205632.077242
  nChanged 28
		SP:Iteration 51Q (122060.790000 sec): 3 clusters
  Score: Raw -38209750.444081 + Penalty 4113.654943 = -38205636.789137
  nChanged 25
		SP:Iteration 52Q (122062.250000 sec): 3 clusters
  Score: Raw -38209754.443963 + Penalty 4113.654943 = -38205640.789020
  nChanged 23
		SP:Iteration 53Q (122063.770000 sec): 3 clusters
  Score: Raw -38209757.975175 + Penalty 4113.654943 = -38205644.320232
  nChanged 16
		SP:Iteration 54Q (122065.290000 sec): 3 clusters
  Score: Raw -38209761.051450 + Penalty 4113.654943 = -38205647.396507
  nChanged 16
		SP:Iteration 55Q (122066.660000 sec): 3 clusters
  Score: Raw -38209763.796096 + Penalty 4113.654943 = -38205650.141152
  nChanged 12
		SP:Iteration 56Q (122068.110000 sec): 3 clusters
  Score: Raw -38209765.871680 + Penalty 4113.654943 = -38205652.216737
  nChanged 13
		SP:Iteration 57Q (122069.570000 sec): 3 clusters
  Score: Raw -38209767.714202 + Penalty 4113.654943 = -38205654.059259
  nChanged 7
		SP:Iteration 58Q (122070.930000 sec): 3 clusters
  Score: Raw -38209768.661218 + Penalty 4113.654943 = -38205655.006275
  nChanged 5
		SP:Iteration 59Q (122072.330000 sec): 3 clusters
  Score: Raw -38209769.381111 + Penalty 4113.654943 = -38205655.726167
  nChanged 6
		SP:Iteration 60F (122073.910000 sec): 3 clusters
  Score: Raw -38209770.896144 + Penalty 4113.654943 = -38205657.241201
  nChanged 4
		SP:Iteration 61Q (122075.310000 sec): 3 clusters
  Score: Raw -38209771.383682 + Penalty 4113.654943 = -38205657.728739
  nChanged 2
		SP:Iteration 62Q (122076.830000 sec): 3 clusters
  Score: Raw -38209771.631039 + Penalty 4113.654943 = -38205657.976096
  nChanged 2
		SP:Iteration 63Q (122078.270000 sec): 3 clusters
  Score: Raw -38209771.965054 + Penalty 4113.654943 = -38205658.310111
  nChanged 1
		SP:Iteration 64Q (122079.790000 sec): 3 clusters
  Score: Raw -38209772.128968 + Penalty 4113.654943 = -38205658.474024
  nChanged 1
		SP:Iteration 65Q (122081.170000 sec): 3 clusters
  Score: Raw -38209772.300308 + Penalty 4113.654943 = -38205658.645365
  nChanged 1
		SP:Iteration 66Q (122082.950000 sec): 3 clusters
  Score: Raw -38209772.448545 + Penalty 4113.654943 = -38205658.793602
  nChanged 0
		SP:Iteration 67F (122084.850000 sec): 3 clusters
  Score: Raw -38209772.448545 + Penalty 4113.654943 = -38205658.793602
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (71963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122085.340000 sec): 2 clusters
  Score: Raw -8543307.347255 + Penalty 1817.384949 = -8541489.962307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122085.900000 sec): 3 clusters
  Score: Raw -8497189.680945 + Penalty 3634.769898 = -8493554.911048
  nChanged 34068
		SP:Iteration 1F (122086.480000 sec): 3 clusters
  Score: Raw -8517327.644113 + Penalty 3634.769898 = -8513692.874216
  nChanged 3401
		SP:Iteration 2Q (122087.060000 sec): 3 clusters
  Score: Raw -8518748.543056 + Penalty 3634.769898 = -8515113.773158
  nChanged 4116
		SP:Iteration 3F (122087.590000 sec): 3 clusters
  Score: Raw -8520998.757833 + Penalty 3634.769898 = -8517363.987935
  nChanged 5050
		SP:Iteration 4F (122088.130000 sec): 3 clusters
  Score: Raw -8524399.696841 + Penalty 3634.769898 = -8520764.926943
  nChanged 5830
		SP:Iteration 5F (122088.700000 sec): 3 clusters
  Score: Raw -8528957.286684 + Penalty 3634.769898 = -8525322.516786
  nChanged 5726
		SP:Iteration 6F (122089.260000 sec): 3 clusters
  Score: Raw -8534043.470798 + Penalty 3634.769898 = -8530408.700900
  nChanged 4683
		SP:Iteration 7F (122089.800000 sec): 3 clusters
  Score: Raw -8538489.534732 + Penalty 3634.769898 = -8534854.764834
  nChanged 2879
		SP:Iteration 8Q (122090.310000 sec): 3 clusters
  Score: Raw -8541212.527943 + Penalty 3634.769898 = -8537577.758045
  nChanged 1456
		SP:Iteration 9Q (122090.760000 sec): 3 clusters
  Score: Raw -8542547.173897 + Penalty 3634.769898 = -8538912.404000
  nChanged 581
		SP:Iteration 10Q (122091.210000 sec): 3 clusters
  Score: Raw -8543057.907863 + Penalty 3634.769898 = -8539423.137966
  nChanged 253
		SP:Iteration 11Q (122091.700000 sec): 3 clusters
  Score: Raw -8543275.253017 + Penalty 3634.769898 = -8539640.483120
  nChanged 128
		SP:Iteration 12Q (122092.160000 sec): 3 clusters
  Score: Raw -8543383.922009 + Penalty 3634.769898 = -8539749.152111
  nChanged 92
		SP:Iteration 13Q (122092.660000 sec): 3 clusters
  Score: Raw -8543467.449993 + Penalty 3634.769898 = -8539832.680096
  nChanged 44
		SP:Iteration 14Q (122093.180000 sec): 3 clusters
  Score: Raw -8543497.967755 + Penalty 3634.769898 = -8539863.197858
  nChanged 26
		SP:Iteration 15Q (122093.680000 sec): 3 clusters
  Score: Raw -8543524.294194 + Penalty 3634.769898 = -8539889.524296
  nChanged 28
		SP:Iteration 16Q (122094.190000 sec): 3 clusters
  Score: Raw -8543551.505382 + Penalty 3634.769898 = -8539916.735484
  nChanged 29
		SP:Iteration 17Q (122094.670000 sec): 3 clusters
  Score: Raw -8543574.712419 + Penalty 3634.769898 = -8539939.942521
  nChanged 18
		SP:Iteration 18Q (122095.180000 sec): 3 clusters
  Score: Raw -8543586.531875 + Penalty 3634.769898 = -8539951.761978
  nChanged 15
		SP:Iteration 19Q (122095.730000 sec): 3 clusters
  Score: Raw -8543595.264321 + Penalty 3634.769898 = -8539960.494424
  nChanged 9
		SP:Iteration 20F (122096.240000 sec): 3 clusters
  Score: Raw -8543605.296020 + Penalty 3634.769898 = -8539970.526122
  nChanged 13
		SP:Iteration 21Q (122096.690000 sec): 3 clusters
  Score: Raw -8543616.286477 + Penalty 3634.769898 = -8539981.516579
  nChanged 12
		SP:Iteration 22Q (122097.170000 sec): 3 clusters
  Score: Raw -8543622.871430 + Penalty 3634.769898 = -8539988.101533
  nChanged 7
		SP:Iteration 23Q (122097.660000 sec): 3 clusters
  Score: Raw -8543627.584617 + Penalty 3634.769898 = -8539992.814719
  nChanged 3
		SP:Iteration 24Q (122098.180000 sec): 3 clusters
  Score: Raw -8543629.211880 + Penalty 3634.769898 = -8539994.441982
  nChanged 1
		SP:Iteration 25Q (122098.700000 sec): 3 clusters
  Score: Raw -8543629.473921 + Penalty 3634.769898 = -8539994.704023
  nChanged 0
		SP:Iteration 26F (122099.160000 sec): 3 clusters
  Score: Raw -8543629.473921 + Penalty 3634.769898 = -8539994.704023
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122099.310000 sec): 2 clusters
  Score: Raw -677450.856701 + Penalty 1426.578056 = -676024.278645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122099.520000 sec): 3 clusters
  Score: Raw -673936.155411 + Penalty 2853.156112 = -671082.999299
  nChanged 2675
		SP:Iteration 1F (122099.730000 sec): 3 clusters
  Score: Raw -675612.656713 + Penalty 2853.156112 = -672759.500601
  nChanged 525
		SP:Iteration 2F (122099.950000 sec): 3 clusters
  Score: Raw -675997.487792 + Penalty 2853.156112 = -673144.331680
  nChanged 493
		SP:Iteration 3F (122100.140000 sec): 3 clusters
  Score: Raw -676383.249913 + Penalty 2853.156112 = -673530.093801
  nChanged 441
		SP:Iteration 4F (122100.350000 sec): 3 clusters
  Score: Raw -676765.349507 + Penalty 2853.156112 = -673912.193395
  nChanged 362
		SP:Iteration 5F (122100.540000 sec): 3 clusters
  Score: Raw -677071.717072 + Penalty 2853.156112 = -674218.560961
  nChanged 283
		SP:Iteration 6Q (122100.770000 sec): 3 clusters
  Score: Raw -677279.433162 + Penalty 2853.156112 = -674426.277050
  nChanged 238
		SP:Iteration 7Q (122100.990000 sec): 3 clusters
  Score: Raw -677435.416015 + Penalty 2853.156112 = -674582.259904
  nChanged 204
		SP:Iteration 8Q (122101.180000 sec): 3 clusters
  Score: Raw -677562.857509 + Penalty 2853.156112 = -674709.701398
  nChanged 140
		SP:Iteration 9Q (122101.390000 sec): 3 clusters
  Score: Raw -677656.203474 + Penalty 2853.156112 = -674803.047362
  nChanged 111
		SP:Iteration 10Q (122101.610000 sec): 3 clusters
  Score: Raw -677716.773223 + Penalty 2853.156112 = -674863.617112
  nChanged 96
		SP:Iteration 11Q (122101.790000 sec): 3 clusters
  Score: Raw -677768.895240 + Penalty 2853.156112 = -674915.739129
  nChanged 80
		SP:Iteration 12Q (122102.000000 sec): 3 clusters
  Score: Raw -677803.558693 + Penalty 2853.156112 = -674950.402581
  nChanged 55
		SP:Iteration 13Q (122102.230000 sec): 3 clusters
  Score: Raw -677827.241569 + Penalty 2853.156112 = -674974.085458
  nChanged 45
		SP:Iteration 14Q (122102.520000 sec): 3 clusters
  Score: Raw -677841.701457 + Penalty 2853.156112 = -674988.545345
  nChanged 30
		SP:Iteration 15Q (122102.740000 sec): 3 clusters
  Score: Raw -677849.767946 + Penalty 2853.156112 = -674996.611834
  nChanged 25
		SP:Iteration 16Q (122102.950000 sec): 3 clusters
  Score: Raw -677857.032387 + Penalty 2853.156112 = -675003.876275
  nChanged 33
		SP:Iteration 17Q (122103.140000 sec): 3 clusters
  Score: Raw -677866.457487 + Penalty 2853.156112 = -675013.301376
  nChanged 31
		SP:Iteration 18Q (122103.430000 sec): 3 clusters
  Score: Raw -677876.732114 + Penalty 2853.156112 = -675023.576003
  nChanged 24
		SP:Iteration 19Q (122103.630000 sec): 3 clusters
  Score: Raw -677884.522469 + Penalty 2853.156112 = -675031.366358
  nChanged 23
		SP:Iteration 20F (122103.820000 sec): 3 clusters
  Score: Raw -677895.581702 + Penalty 2853.156112 = -675042.425590
  nChanged 22
		SP:Iteration 21Q (122104.020000 sec): 3 clusters
  Score: Raw -677905.091426 + Penalty 2853.156112 = -675051.935315
  nChanged 29
		SP:Iteration 22Q (122104.270000 sec): 3 clusters
  Score: Raw -677915.232474 + Penalty 2853.156112 = -675062.076362
  nChanged 24
		SP:Iteration 23Q (122104.490000 sec): 3 clusters
  Score: Raw -677925.028278 + Penalty 2853.156112 = -675071.872167
  nChanged 25
		SP:Iteration 24Q (122104.650000 sec): 3 clusters
  Score: Raw -677933.098143 + Penalty 2853.156112 = -675079.942032
  nChanged 23
		SP:Iteration 25Q (122104.830000 sec): 3 clusters
  Score: Raw -677941.909599 + Penalty 2853.156112 = -675088.753488
  nChanged 22
		SP:Iteration 26Q (122105.020000 sec): 3 clusters
  Score: Raw -677949.897401 + Penalty 2853.156112 = -675096.741289
  nChanged 24
		SP:Iteration 27Q (122105.210000 sec): 3 clusters
  Score: Raw -677960.186076 + Penalty 2853.156112 = -675107.029965
  nChanged 19
		SP:Iteration 28Q (122105.400000 sec): 3 clusters
  Score: Raw -677968.125537 + Penalty 2853.156112 = -675114.969426
  nChanged 21
		SP:Iteration 29Q (122105.590000 sec): 3 clusters
  Score: Raw -677977.669614 + Penalty 2853.156112 = -675124.513502
  nChanged 22
		SP:Iteration 30Q (122105.780000 sec): 3 clusters
  Score: Raw -677989.521770 + Penalty 2853.156112 = -675136.365659
  nChanged 26
		SP:Iteration 31Q (122105.940000 sec): 3 clusters
  Score: Raw -678001.231571 + Penalty 2853.156112 = -675148.075459
  nChanged 27
		SP:Iteration 32Q (122106.120000 sec): 3 clusters
  Score: Raw -678009.710975 + Penalty 2853.156112 = -675156.554863
  nChanged 23
		SP:Iteration 33Q (122106.280000 sec): 3 clusters
  Score: Raw -678017.382701 + Penalty 2853.156112 = -675164.226589
  nChanged 14
		SP:Iteration 34Q (122106.460000 sec): 3 clusters
  Score: Raw -678021.167486 + Penalty 2853.156112 = -675168.011374
  nChanged 18
		SP:Iteration 35Q (122106.640000 sec): 3 clusters
  Score: Raw -678027.208550 + Penalty 2853.156112 = -675174.052438
  nChanged 15
		SP:Iteration 36Q (122106.830000 sec): 3 clusters
  Score: Raw -678031.167476 + Penalty 2853.156112 = -675178.011364
  nChanged 9
		SP:Iteration 37Q (122107.040000 sec): 3 clusters
  Score: Raw -678033.399565 + Penalty 2853.156112 = -675180.243453
  nChanged 8
		SP:Iteration 38Q (122107.300000 sec): 3 clusters
  Score: Raw -678034.536255 + Penalty 2853.156112 = -675181.380143
  nChanged 2
		SP:Iteration 39Q (122107.520000 sec): 3 clusters
  Score: Raw -678034.846385 + Penalty 2853.156112 = -675181.690274
  nChanged 2
		SP:Iteration 40F (122107.760000 sec): 3 clusters
  Score: Raw -678035.211639 + Penalty 2853.156112 = -675182.055528
  nChanged 1
		SP:Iteration 41Q (122107.980000 sec): 3 clusters
  Score: Raw -678035.315190 + Penalty 2853.156112 = -675182.159079
  nChanged 1
		SP:Iteration 42Q (122108.220000 sec): 3 clusters
  Score: Raw -678035.404862 + Penalty 2853.156112 = -675182.248750
  nChanged 1
		SP:Iteration 43Q (122108.440000 sec): 3 clusters
  Score: Raw -678035.537747 + Penalty 2853.156112 = -675182.381635
  nChanged 0
		SP:Iteration 44F (122108.670000 sec): 3 clusters
  Score: Raw -678035.537747 + Penalty 2853.156112 = -675182.381635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (47180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122108.990000 sec): 2 clusters
  Score: Raw -5436830.245001 + Penalty 1748.780370 = -5435081.464632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122109.410000 sec): 3 clusters
  Score: Raw -5406957.020941 + Penalty 3497.560740 = -5403459.460201
  nChanged 22192
		SP:Iteration 1F (122109.760000 sec): 3 clusters
  Score: Raw -5419836.926788 + Penalty 3497.560740 = -5416339.366048
  nChanged 2055
		SP:Iteration 2Q (122110.200000 sec): 3 clusters
  Score: Raw -5420652.749161 + Penalty 3497.560740 = -5417155.188421
  nChanged 2145
		SP:Iteration 3Q (122110.570000 sec): 3 clusters
  Score: Raw -5421566.816473 + Penalty 3497.560740 = -5418069.255734
  nChanged 2286
		SP:Iteration 4Q (122110.960000 sec): 3 clusters
  Score: Raw -5422605.527095 + Penalty 3497.560740 = -5419107.966355
  nChanged 2403
		SP:Iteration 5F (122111.320000 sec): 3 clusters
  Score: Raw -5423795.443915 + Penalty 3497.560740 = -5420297.883176
  nChanged 2586
		SP:Iteration 6F (122111.640000 sec): 3 clusters
  Score: Raw -5425146.353609 + Penalty 3497.560740 = -5421648.792870
  nChanged 2572
		SP:Iteration 7F (122112.020000 sec): 3 clusters
  Score: Raw -5426614.109942 + Penalty 3497.560740 = -5423116.549203
  nChanged 2613
		SP:Iteration 8F (122112.400000 sec): 3 clusters
  Score: Raw -5428224.477000 + Penalty 3497.560740 = -5424726.916260
  nChanged 2433
		SP:Iteration 9F (122112.830000 sec): 3 clusters
  Score: Raw -5429719.016834 + Penalty 3497.560740 = -5426221.456094
  nChanged 2077
		SP:Iteration 10Q (122113.190000 sec): 3 clusters
  Score: Raw -5430785.256839 + Penalty 3497.560740 = -5427287.696100
  nChanged 1615
		SP:Iteration 11Q (122113.610000 sec): 3 clusters
  Score: Raw -5431429.303747 + Penalty 3497.560740 = -5427931.743007
  nChanged 1152
		SP:Iteration 12Q (122113.960000 sec): 3 clusters
  Score: Raw -5431814.860751 + Penalty 3497.560740 = -5428317.300012
  nChanged 877
		SP:Iteration 13Q (122114.410000 sec): 3 clusters
  Score: Raw -5432088.232133 + Penalty 3497.560740 = -5428590.671393
  nChanged 739
		SP:Iteration 14Q (122114.870000 sec): 3 clusters
  Score: Raw -5432306.119434 + Penalty 3497.560740 = -5428808.558695
  nChanged 634
		SP:Iteration 15Q (122115.340000 sec): 3 clusters
  Score: Raw -5432490.096080 + Penalty 3497.560740 = -5428992.535341
  nChanged 593
		SP:Iteration 16Q (122115.800000 sec): 3 clusters
  Score: Raw -5432667.612335 + Penalty 3497.560740 = -5429170.051595
  nChanged 593
		SP:Iteration 17Q (122116.220000 sec): 3 clusters
  Score: Raw -5432856.979426 + Penalty 3497.560740 = -5429359.418686
  nChanged 602
		SP:Iteration 18Q (122116.640000 sec): 3 clusters
  Score: Raw -5433056.809895 + Penalty 3497.560740 = -5429559.249155
  nChanged 617
		SP:Iteration 19Q (122117.040000 sec): 3 clusters
  Score: Raw -5433275.506461 + Penalty 3497.560740 = -5429777.945721
  nChanged 621
		SP:Iteration 20F (122117.390000 sec): 3 clusters
  Score: Raw -5433496.923592 + Penalty 3497.560740 = -5429999.362853
  nChanged 641
		SP:Iteration 21Q (122117.790000 sec): 3 clusters
  Score: Raw -5433715.309953 + Penalty 3497.560740 = -5430217.749213
  nChanged 611
		SP:Iteration 22Q (122118.190000 sec): 3 clusters
  Score: Raw -5433915.353832 + Penalty 3497.560740 = -5430417.793092
  nChanged 563
		SP:Iteration 23Q (122118.600000 sec): 3 clusters
  Score: Raw -5434089.637066 + Penalty 3497.560740 = -5430592.076326
  nChanged 552
		SP:Iteration 24Q (122119.030000 sec): 3 clusters
  Score: Raw -5434253.906376 + Penalty 3497.560740 = -5430756.345637
  nChanged 490
		SP:Iteration 25Q (122119.400000 sec): 3 clusters
  Score: Raw -5434382.203230 + Penalty 3497.560740 = -5430884.642490
  nChanged 425
		SP:Iteration 26Q (122119.930000 sec): 3 clusters
  Score: Raw -5434479.369468 + Penalty 3497.560740 = -5430981.808729
  nChanged 376
		SP:Iteration 27Q (122120.340000 sec): 3 clusters
  Score: Raw -5434556.562818 + Penalty 3497.560740 = -5431059.002078
  nChanged 315
		SP:Iteration 28Q (122120.760000 sec): 3 clusters
  Score: Raw -5434611.575667 + Penalty 3497.560740 = -5431114.014927
  nChanged 266
		SP:Iteration 29Q (122121.170000 sec): 3 clusters
  Score: Raw -5434648.256902 + Penalty 3497.560740 = -5431150.696162
  nChanged 218
		SP:Iteration 30Q (122121.600000 sec): 3 clusters
  Score: Raw -5434677.498598 + Penalty 3497.560740 = -5431179.937858
  nChanged 194
		SP:Iteration 31Q (122121.990000 sec): 3 clusters
  Score: Raw -5434698.217562 + Penalty 3497.560740 = -5431200.656822
  nChanged 155
		SP:Iteration 32Q (122122.410000 sec): 3 clusters
  Score: Raw -5434713.565169 + Penalty 3497.560740 = -5431216.004430
  nChanged 127
		SP:Iteration 33Q (122122.820000 sec): 3 clusters
  Score: Raw -5434722.173561 + Penalty 3497.560740 = -5431224.612821
  nChanged 90
		SP:Iteration 34Q (122123.200000 sec): 3 clusters
  Score: Raw -5434727.497697 + Penalty 3497.560740 = -5431229.936957
  nChanged 76
		SP:Iteration 35Q (122123.600000 sec): 3 clusters
  Score: Raw -5434731.615599 + Penalty 3497.560740 = -5431234.054859
  nChanged 63
		SP:Iteration 36Q (122124.000000 sec): 3 clusters
  Score: Raw -5434735.319050 + Penalty 3497.560740 = -5431237.758310
  nChanged 70
		SP:Iteration 37Q (122124.460000 sec): 3 clusters
  Score: Raw -5434739.579812 + Penalty 3497.560740 = -5431242.019073
  nChanged 56
		SP:Iteration 38Q (122124.850000 sec): 3 clusters
  Score: Raw -5434742.902478 + Penalty 3497.560740 = -5431245.341739
  nChanged 45
		SP:Iteration 39Q (122125.230000 sec): 3 clusters
  Score: Raw -5434745.136510 + Penalty 3497.560740 = -5431247.575770
  nChanged 53
		SP:Iteration 40F (122125.660000 sec): 3 clusters
  Score: Raw -5434748.247929 + Penalty 3497.560740 = -5431250.687189
  nChanged 58
		SP:Iteration 41Q (122126.140000 sec): 3 clusters
  Score: Raw -5434751.292197 + Penalty 3497.560740 = -5431253.731457
  nChanged 51
		SP:Iteration 42Q (122126.550000 sec): 3 clusters
  Score: Raw -5434754.250113 + Penalty 3497.560740 = -5431256.689374
  nChanged 48
		SP:Iteration 43Q (122126.970000 sec): 3 clusters
  Score: Raw -5434756.567486 + Penalty 3497.560740 = -5431259.006746
  nChanged 37
		SP:Iteration 44Q (122127.380000 sec): 3 clusters
  Score: Raw -5434758.348595 + Penalty 3497.560740 = -5431260.787855
  nChanged 29
		SP:Iteration 45Q (122127.790000 sec): 3 clusters
  Score: Raw -5434759.707069 + Penalty 3497.560740 = -5431262.146329
  nChanged 33
		SP:Iteration 46Q (122128.190000 sec): 3 clusters
  Score: Raw -5434761.217037 + Penalty 3497.560740 = -5431263.656297
  nChanged 25
		SP:Iteration 47Q (122128.580000 sec): 3 clusters
  Score: Raw -5434762.229939 + Penalty 3497.560740 = -5431264.669199
  nChanged 19
		SP:Iteration 48Q (122128.980000 sec): 3 clusters
  Score: Raw -5434762.947747 + Penalty 3497.560740 = -5431265.387007
  nChanged 12
		SP:Iteration 49Q (122129.410000 sec): 3 clusters
  Score: Raw -5434763.231790 + Penalty 3497.560740 = -5431265.671050
  nChanged 9
		SP:Iteration 50Q (122129.790000 sec): 3 clusters
  Score: Raw -5434763.477675 + Penalty 3497.560740 = -5431265.916935
  nChanged 4
		SP:Iteration 51Q (122130.220000 sec): 3 clusters
  Score: Raw -5434763.558689 + Penalty 3497.560740 = -5431265.997949
  nChanged 5
		SP:Iteration 52Q (122130.660000 sec): 3 clusters
  Score: Raw -5434763.663008 + Penalty 3497.560740 = -5431266.102269
  nChanged 4
		SP:Iteration 53Q (122131.080000 sec): 3 clusters
  Score: Raw -5434763.762029 + Penalty 3497.560740 = -5431266.201290
  nChanged 6
		SP:Iteration 54Q (122131.490000 sec): 3 clusters
  Score: Raw -5434763.895793 + Penalty 3497.560740 = -5431266.335054
  nChanged 5
		SP:Iteration 55Q (122131.930000 sec): 3 clusters
  Score: Raw -5434764.084502 + Penalty 3497.560740 = -5431266.523762
  nChanged 7
		SP:Iteration 56Q (122132.330000 sec): 3 clusters
  Score: Raw -5434764.241570 + Penalty 3497.560740 = -5431266.680830
  nChanged 3
		SP:Iteration 57Q (122132.750000 sec): 3 clusters
  Score: Raw -5434764.302233 + Penalty 3497.560740 = -5431266.741493
  nChanged 1
		SP:Iteration 58Q (122133.150000 sec): 3 clusters
  Score: Raw -5434764.320221 + Penalty 3497.560740 = -5431266.759481
  nChanged 1
		SP:Iteration 59Q (122133.560000 sec): 3 clusters
  Score: Raw -5434764.347329 + Penalty 3497.560740 = -5431266.786589
  nChanged 2
		SP:Iteration 60F (122133.990000 sec): 3 clusters
  Score: Raw -5434764.410866 + Penalty 3497.560740 = -5431266.850126
  nChanged 1
		SP:Iteration 61Q (122134.400000 sec): 3 clusters
  Score: Raw -5434764.426265 + Penalty 3497.560740 = -5431266.865526
  nChanged 0
		SP:Iteration 62F (122134.850000 sec): 3 clusters
  Score: Raw -5434764.426265 + Penalty 3497.560740 = -5431266.865526
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122134.990000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122135.210000 sec): 3 clusters
  Score: Raw -590953.652267 + Penalty 2757.383425 = -588196.268843
  nChanged 1953
		SP:Iteration 1F (122135.370000 sec): 3 clusters
  Score: Raw -592065.656665 + Penalty 2757.383425 = -589308.273241
  nChanged 346
		SP:Iteration 2F (122135.640000 sec): 3 clusters
  Score: Raw -592270.645458 + Penalty 2757.383425 = -589513.262034
  nChanged 310
		SP:Iteration 3F (122135.810000 sec): 3 clusters
  Score: Raw -592445.774625 + Penalty 2757.383425 = -589688.391201
  nChanged 225
		SP:Iteration 4Q (122136.010000 sec): 3 clusters
  Score: Raw -592571.286482 + Penalty 2757.383425 = -589813.903057
  nChanged 213
		SP:Iteration 5Q (122136.280000 sec): 3 clusters
  Score: Raw -592687.809210 + Penalty 2757.383425 = -589930.425785
  nChanged 191
		SP:Iteration 6Q (122136.460000 sec): 3 clusters
  Score: Raw -592794.499892 + Penalty 2757.383425 = -590037.116467
  nChanged 191
		SP:Iteration 7Q (122136.640000 sec): 3 clusters
  Score: Raw -592904.246771 + Penalty 2757.383425 = -590146.863347
  nChanged 167
		SP:Iteration 8Q (122136.870000 sec): 3 clusters
  Score: Raw -592993.983482 + Penalty 2757.383425 = -590236.600058
  nChanged 142
		SP:Iteration 9Q (122137.110000 sec): 3 clusters
  Score: Raw -593075.321740 + Penalty 2757.383425 = -590317.938315
  nChanged 118
		SP:Iteration 10Q (122137.310000 sec): 3 clusters
  Score: Raw -593138.275313 + Penalty 2757.383425 = -590380.891888
  nChanged 96
		SP:Iteration 11Q (122137.490000 sec): 3 clusters
  Score: Raw -593195.182294 + Penalty 2757.383425 = -590437.798869
  nChanged 100
		SP:Iteration 12Q (122137.720000 sec): 3 clusters
  Score: Raw -593252.815339 + Penalty 2757.383425 = -590495.431915
  nChanged 93
		SP:Iteration 13Q (122137.940000 sec): 3 clusters
  Score: Raw -593308.304885 + Penalty 2757.383425 = -590550.921460
  nChanged 78
		SP:Iteration 14Q (122138.110000 sec): 3 clusters
  Score: Raw -593355.820269 + Penalty 2757.383425 = -590598.436844
  nChanged 72
		SP:Iteration 15Q (122138.330000 sec): 3 clusters
  Score: Raw -593404.520041 + Penalty 2757.383425 = -590647.136617
  nChanged 57
		SP:Iteration 16Q (122138.610000 sec): 3 clusters
  Score: Raw -593439.064159 + Penalty 2757.383425 = -590681.680735
  nChanged 47
		SP:Iteration 17Q (122138.870000 sec): 3 clusters
  Score: Raw -593470.943663 + Penalty 2757.383425 = -590713.560239
  nChanged 40
		SP:Iteration 18Q (122139.080000 sec): 3 clusters
  Score: Raw -593492.803488 + Penalty 2757.383425 = -590735.420064
  nChanged 30
		SP:Iteration 19Q (122139.300000 sec): 3 clusters
  Score: Raw -593508.528485 + Penalty 2757.383425 = -590751.145060
  nChanged 28
		SP:Iteration 20F (122139.530000 sec): 3 clusters
  Score: Raw -593522.453951 + Penalty 2757.383425 = -590765.070527
  nChanged 19
		SP:Iteration 21Q (122139.740000 sec): 3 clusters
  Score: Raw -593535.056790 + Penalty 2757.383425 = -590777.673365
  nChanged 28
		SP:Iteration 22Q (122139.910000 sec): 3 clusters
  Score: Raw -593551.221914 + Penalty 2757.383425 = -590793.838490
  nChanged 24
		SP:Iteration 23Q (122140.060000 sec): 3 clusters
  Score: Raw -593566.749535 + Penalty 2757.383425 = -590809.366110
  nChanged 14
		SP:Iteration 24Q (122140.280000 sec): 3 clusters
  Score: Raw -593575.288973 + Penalty 2757.383425 = -590817.905549
  nChanged 11
		SP:Iteration 25Q (122140.470000 sec): 3 clusters
  Score: Raw -593581.882200 + Penalty 2757.383425 = -590824.498775
  nChanged 10
		SP:Iteration 26Q (122140.660000 sec): 3 clusters
  Score: Raw -593590.379720 + Penalty 2757.383425 = -590832.996295
  nChanged 11
		SP:Iteration 27Q (122140.850000 sec): 3 clusters
  Score: Raw -593597.882386 + Penalty 2757.383425 = -590840.498961
  nChanged 9
		SP:Iteration 28Q (122141.000000 sec): 3 clusters
  Score: Raw -593602.092480 + Penalty 2757.383425 = -590844.709055
  nChanged 3
		SP:Iteration 29Q (122141.180000 sec): 3 clusters
  Score: Raw -593603.581879 + Penalty 2757.383425 = -590846.198455
  nChanged 3
		SP:Iteration 30Q (122141.380000 sec): 3 clusters
  Score: Raw -593606.907424 + Penalty 2757.383425 = -590849.524000
  nChanged 6
		SP:Iteration 31Q (122141.640000 sec): 3 clusters
  Score: Raw -593612.532269 + Penalty 2757.383425 = -590855.148845
  nChanged 6
		SP:Iteration 32Q (122141.810000 sec): 3 clusters
  Score: Raw -593615.636709 + Penalty 2757.383425 = -590858.253284
  nChanged 7
		SP:Iteration 33Q (122142.000000 sec): 3 clusters
  Score: Raw -593621.731849 + Penalty 2757.383425 = -590864.348424
  nChanged 8
		SP:Iteration 34Q (122142.200000 sec): 3 clusters
  Score: Raw -593626.549989 + Penalty 2757.383425 = -590869.166565
  nChanged 5
		SP:Iteration 35Q (122142.410000 sec): 3 clusters
  Score: Raw -593629.379443 + Penalty 2757.383425 = -590871.996019
  nChanged 4
		SP:Iteration 36Q (122142.660000 sec): 3 clusters
  Score: Raw -593632.350769 + Penalty 2757.383425 = -590874.967345
  nChanged 8
		SP:Iteration 37Q (122142.850000 sec): 3 clusters
  Score: Raw -593636.781386 + Penalty 2757.383425 = -590879.397961
  nChanged 2
		SP:Iteration 38Q (122143.040000 sec): 3 clusters
  Score: Raw -593637.865742 + Penalty 2757.383425 = -590880.482318
  nChanged 3
		SP:Iteration 39Q (122143.220000 sec): 3 clusters
  Score: Raw -593639.028748 + Penalty 2757.383425 = -590881.645323
  nChanged 0
		SP:Iteration 40F (122143.510000 sec): 3 clusters
  Score: Raw -593639.028748 + Penalty 2757.383425 = -590881.645323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122143.660000 sec): 2 clusters
  Score: Raw -1520947.199892 + Penalty 1549.453984 = -1519397.745908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122143.940000 sec): 3 clusters
  Score: Raw -1512851.962867 + Penalty 3098.907969 = -1509753.054898
  nChanged 6102
		SP:Iteration 1F (122144.250000 sec): 3 clusters
  Score: Raw -1516347.259551 + Penalty 3098.907969 = -1513248.351582
  nChanged 887
		SP:Iteration 2F (122144.470000 sec): 3 clusters
  Score: Raw -1516808.415598 + Penalty 3098.907969 = -1513709.507629
  nChanged 810
		SP:Iteration 3F (122144.760000 sec): 3 clusters
  Score: Raw -1517217.339631 + Penalty 3098.907969 = -1514118.431662
  nChanged 719
		SP:Iteration 4F (122145.060000 sec): 3 clusters
  Score: Raw -1517645.960077 + Penalty 3098.907969 = -1514547.052108
  nChanged 721
		SP:Iteration 5F (122145.340000 sec): 3 clusters
  Score: Raw -1518101.401376 + Penalty 3098.907969 = -1515002.493407
  nChanged 767
		SP:Iteration 6F (122145.580000 sec): 3 clusters
  Score: Raw -1518530.761846 + Penalty 3098.907969 = -1515431.853877
  nChanged 674
		SP:Iteration 7Q (122145.850000 sec): 3 clusters
  Score: Raw -1518882.244971 + Penalty 3098.907969 = -1515783.337002
  nChanged 581
		SP:Iteration 8Q (122146.160000 sec): 3 clusters
  Score: Raw -1519185.015975 + Penalty 3098.907969 = -1516086.108006
  nChanged 557
		SP:Iteration 9Q (122146.440000 sec): 3 clusters
  Score: Raw -1519465.168612 + Penalty 3098.907969 = -1516366.260643
  nChanged 507
		SP:Iteration 10Q (122146.690000 sec): 3 clusters
  Score: Raw -1519709.245755 + Penalty 3098.907969 = -1516610.337786
  nChanged 431
		SP:Iteration 11Q (122147.030000 sec): 3 clusters
  Score: Raw -1519904.235143 + Penalty 3098.907969 = -1516805.327175
  nChanged 360
		SP:Iteration 12Q (122147.270000 sec): 3 clusters
  Score: Raw -1520049.618503 + Penalty 3098.907969 = -1516950.710535
  nChanged 305
		SP:Iteration 13Q (122147.540000 sec): 3 clusters
  Score: Raw -1520175.785055 + Penalty 3098.907969 = -1517076.877086
  nChanged 280
		SP:Iteration 14Q (122147.780000 sec): 3 clusters
  Score: Raw -1520299.493169 + Penalty 3098.907969 = -1517200.585201
  nChanged 287
		SP:Iteration 15Q (122148.020000 sec): 3 clusters
  Score: Raw -1520423.051275 + Penalty 3098.907969 = -1517324.143306
  nChanged 284
		SP:Iteration 16Q (122148.240000 sec): 3 clusters
  Score: Raw -1520549.358148 + Penalty 3098.907969 = -1517450.450180
  nChanged 260
		SP:Iteration 17Q (122148.480000 sec): 3 clusters
  Score: Raw -1520661.697562 + Penalty 3098.907969 = -1517562.789593
  nChanged 258
		SP:Iteration 18Q (122148.710000 sec): 3 clusters
  Score: Raw -1520773.832782 + Penalty 3098.907969 = -1517674.924813
  nChanged 217
		SP:Iteration 19Q (122149.010000 sec): 3 clusters
  Score: Raw -1520871.644810 + Penalty 3098.907969 = -1517772.736841
  nChanged 229
		SP:Iteration 20F (122149.220000 sec): 3 clusters
  Score: Raw -1520974.809395 + Penalty 3098.907969 = -1517875.901426
  nChanged 193
		SP:Iteration 21Q (122149.530000 sec): 3 clusters
  Score: Raw -1521058.312641 + Penalty 3098.907969 = -1517959.404672
  nChanged 172
		SP:Iteration 22Q (122149.760000 sec): 3 clusters
  Score: Raw -1521130.986333 + Penalty 3098.907969 = -1518032.078364
  nChanged 150
		SP:Iteration 23Q (122150.050000 sec): 3 clusters
  Score: Raw -1521195.548554 + Penalty 3098.907969 = -1518096.640585
  nChanged 128
		SP:Iteration 24Q (122150.300000 sec): 3 clusters
  Score: Raw -1521238.598818 + Penalty 3098.907969 = -1518139.690849
  nChanged 104
		SP:Iteration 25Q (122150.580000 sec): 3 clusters
  Score: Raw -1521275.187334 + Penalty 3098.907969 = -1518176.279365
  nChanged 106
		SP:Iteration 26Q (122150.910000 sec): 3 clusters
  Score: Raw -1521313.257416 + Penalty 3098.907969 = -1518214.349447
  nChanged 87
		SP:Iteration 27Q (122151.180000 sec): 3 clusters
  Score: Raw -1521343.490121 + Penalty 3098.907969 = -1518244.582152
  nChanged 83
		SP:Iteration 28Q (122151.350000 sec): 3 clusters
  Score: Raw -1521370.461137 + Penalty 3098.907969 = -1518271.553168
  nChanged 68
		SP:Iteration 29Q (122151.630000 sec): 3 clusters
  Score: Raw -1521393.955511 + Penalty 3098.907969 = -1518295.047542
  nChanged 62
		SP:Iteration 30Q (122151.950000 sec): 3 clusters
  Score: Raw -1521415.742044 + Penalty 3098.907969 = -1518316.834075
  nChanged 53
		SP:Iteration 31Q (122152.220000 sec): 3 clusters
  Score: Raw -1521431.294463 + Penalty 3098.907969 = -1518332.386494
  nChanged 48
		SP:Iteration 32Q (122152.500000 sec): 3 clusters
  Score: Raw -1521447.185900 + Penalty 3098.907969 = -1518348.277931
  nChanged 43
		SP:Iteration 33Q (122152.770000 sec): 3 clusters
  Score: Raw -1521462.778041 + Penalty 3098.907969 = -1518363.870072
  nChanged 35
		SP:Iteration 34Q (122153.010000 sec): 3 clusters
  Score: Raw -1521473.345633 + Penalty 3098.907969 = -1518374.437664
  nChanged 22
		SP:Iteration 35Q (122153.270000 sec): 3 clusters
  Score: Raw -1521479.407271 + Penalty 3098.907969 = -1518380.499302
  nChanged 15
		SP:Iteration 36Q (122153.540000 sec): 3 clusters
  Score: Raw -1521483.236043 + Penalty 3098.907969 = -1518384.328074
  nChanged 5
		SP:Iteration 37Q (122153.770000 sec): 3 clusters
  Score: Raw -1521485.103495 + Penalty 3098.907969 = -1518386.195526
  nChanged 3
		SP:Iteration 38Q (122154.050000 sec): 3 clusters
  Score: Raw -1521485.801651 + Penalty 3098.907969 = -1518386.893682
  nChanged 4
		SP:Iteration 39Q (122154.300000 sec): 3 clusters
  Score: Raw -1521486.328596 + Penalty 3098.907969 = -1518387.420627
  nChanged 0
		SP:Iteration 40F (122154.600000 sec): 3 clusters
  Score: Raw -1521486.328596 + Penalty 3098.907969 = -1518387.420627
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122154.690000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122154.870000 sec): 3 clusters
  Score: Raw -19203.748387 + Penalty 1708.685996 = -17495.062391
  nChanged 39
		SP:Iteration 1F (122155.060000 sec): 3 clusters
  Score: Raw -19389.824049 + Penalty 1708.685996 = -17681.138053
  nChanged 11
		SP:Iteration 2F (122155.280000 sec): 3 clusters
  Score: Raw -19460.013030 + Penalty 1708.685996 = -17751.327034
  nChanged 4
		SP:Iteration 3Q (122155.390000 sec): 3 clusters
  Score: Raw -19473.619129 + Penalty 1708.685996 = -17764.933133
  nChanged 2
		SP:Iteration 4Q (122155.620000 sec): 3 clusters
  Score: Raw -19492.677138 + Penalty 1708.685996 = -17783.991142
  nChanged 1
		SP:Iteration 5Q (122155.760000 sec): 3 clusters
  Score: Raw -19500.742112 + Penalty 1708.685996 = -17792.056116
  nChanged 1
		SP:Iteration 6Q (122156.020000 sec): 3 clusters
  Score: Raw -19504.985427 + Penalty 1708.685996 = -17796.299431
  nChanged 2
		SP:Iteration 7Q (122156.160000 sec): 3 clusters
  Score: Raw -19522.053723 + Penalty 1708.685996 = -17813.367727
  nChanged 0
		SP:Iteration 8F (122156.370000 sec): 3 clusters
  Score: Raw -19522.053723 + Penalty 1708.685996 = -17813.367727
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (363184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122158.270000 sec): 2 clusters
  Score: Raw -44165648.782279 + Penalty 2080.433042 = -44163568.349237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122160.200000 sec): 3 clusters
  Score: Raw -43922994.418568 + Penalty 4160.866083 = -43918833.552484
  nChanged 177214
		SP:Iteration 1F (122162.460000 sec): 3 clusters
  Score: Raw -44028446.976303 + Penalty 4160.866083 = -44024286.110220
  nChanged 10345
		SP:Iteration 2Q (122164.500000 sec): 3 clusters
  Score: Raw -44030742.669178 + Penalty 4160.866083 = -44026581.803095
  nChanged 11727
		SP:Iteration 3Q (122166.390000 sec): 3 clusters
  Score: Raw -44033873.614626 + Penalty 4160.866083 = -44029712.748542
  nChanged 13656
		SP:Iteration 4Q (122169.190000 sec): 3 clusters
  Score: Raw -44038099.544411 + Penalty 4160.866083 = -44033938.678328
  nChanged 15530
		SP:Iteration 5Q (122171.860000 sec): 3 clusters
  Score: Raw -44043646.032645 + Penalty 4160.866083 = -44039485.166561
  nChanged 17020
		SP:Iteration 6Q (122174.260000 sec): 3 clusters
  Score: Raw -44050272.034357 + Penalty 4160.866083 = -44046111.168274
  nChanged 17637
		SP:Iteration 7Q (122176.520000 sec): 3 clusters
  Score: Raw -44057772.722797 + Penalty 4160.866083 = -44053611.856714
  nChanged 17587
		SP:Iteration 8Q (122178.510000 sec): 3 clusters
  Score: Raw -44066095.724582 + Penalty 4160.866083 = -44061934.858499
  nChanged 17067
		SP:Iteration 9Q (122180.620000 sec): 3 clusters
  Score: Raw -44075774.609034 + Penalty 4160.866083 = -44071613.742950
  nChanged 16652
		SP:Iteration 10Q (122182.900000 sec): 3 clusters
  Score: Raw -44086742.293715 + Penalty 4160.866083 = -44082581.427632
  nChanged 15942
		SP:Iteration 11Q (122185.090000 sec): 3 clusters
  Score: Raw -44096810.168023 + Penalty 4160.866083 = -44092649.301939
  nChanged 13218
		SP:Iteration 12Q (122187.340000 sec): 3 clusters
  Score: Raw -44103012.781662 + Penalty 4160.866083 = -44098851.915579
  nChanged 9215
		SP:Iteration 13Q (122189.500000 sec): 3 clusters
  Score: Raw -44106259.525508 + Penalty 4160.866083 = -44102098.659425
  nChanged 6946
		SP:Iteration 14Q (122191.680000 sec): 3 clusters
  Score: Raw -44108453.802635 + Penalty 4160.866083 = -44104292.936552
  nChanged 6924
		SP:Iteration 15Q (122193.550000 sec): 3 clusters
  Score: Raw -44110542.829356 + Penalty 4160.866083 = -44106381.963272
  nChanged 7372
		SP:Iteration 16Q (122195.650000 sec): 3 clusters
  Score: Raw -44112916.975894 + Penalty 4160.866083 = -44108756.109811
  nChanged 7784
		SP:Iteration 17Q (122197.850000 sec): 3 clusters
  Score: Raw -44115614.976509 + Penalty 4160.866083 = -44111454.110426
  nChanged 8115
		SP:Iteration 18Q (122199.960000 sec): 3 clusters
  Score: Raw -44118712.425516 + Penalty 4160.866083 = -44114551.559432
  nChanged 8522
		SP:Iteration 19Q (122201.970000 sec): 3 clusters
  Score: Raw -44122299.534304 + Penalty 4160.866083 = -44118138.668220
  nChanged 8754
		SP:Iteration 20F (122203.870000 sec): 3 clusters
  Score: Raw -44126307.401675 + Penalty 4160.866083 = -44122146.535592
  nChanged 8785
		SP:Iteration 21Q (122205.850000 sec): 3 clusters
  Score: Raw -44130633.393616 + Penalty 4160.866083 = -44126472.527533
  nChanged 8502
		SP:Iteration 22Q (122207.910000 sec): 3 clusters
  Score: Raw -44135144.676161 + Penalty 4160.866083 = -44130983.810078
  nChanged 8163
		SP:Iteration 23Q (122210.040000 sec): 3 clusters
  Score: Raw -44139792.123432 + Penalty 4160.866083 = -44135631.257349
  nChanged 7595
		SP:Iteration 24Q (122212.080000 sec): 3 clusters
  Score: Raw -44144436.938235 + Penalty 4160.866083 = -44140276.072152
  nChanged 6895
		SP:Iteration 25Q (122214.050000 sec): 3 clusters
  Score: Raw -44148906.186168 + Penalty 4160.866083 = -44144745.320085
  nChanged 5953
		SP:Iteration 26Q (122216.130000 sec): 3 clusters
  Score: Raw -44152958.614802 + Penalty 4160.866083 = -44148797.748718
  nChanged 4968
		SP:Iteration 27Q (122218.190000 sec): 3 clusters
  Score: Raw -44156424.859272 + Penalty 4160.866083 = -44152263.993188
  nChanged 3961
		SP:Iteration 28Q (122220.090000 sec): 3 clusters
  Score: Raw -44159272.562242 + Penalty 4160.866083 = -44155111.696159
  nChanged 3029
		SP:Iteration 29Q (122221.930000 sec): 3 clusters
  Score: Raw -44161428.633589 + Penalty 4160.866083 = -44157267.767506
  nChanged 2203
		SP:Iteration 30Q (122223.770000 sec): 3 clusters
  Score: Raw -44163033.627526 + Penalty 4160.866083 = -44158872.761443
  nChanged 1605
		SP:Iteration 31Q (122225.500000 sec): 3 clusters
  Score: Raw -44164171.127628 + Penalty 4160.866083 = -44160010.261544
  nChanged 1013
		SP:Iteration 32Q (122227.290000 sec): 3 clusters
  Score: Raw -44164866.951566 + Penalty 4160.866083 = -44160706.085483
  nChanged 593
		SP:Iteration 33Q (122228.850000 sec): 3 clusters
  Score: Raw -44165271.348400 + Penalty 4160.866083 = -44161110.482316
  nChanged 355
		SP:Iteration 34Q (122230.700000 sec): 3 clusters
  Score: Raw -44165522.970452 + Penalty 4160.866083 = -44161362.104369
  nChanged 195
		SP:Iteration 35Q (122232.630000 sec): 3 clusters
  Score: Raw -44165662.255911 + Penalty 4160.866083 = -44161501.389827
  nChanged 98
		SP:Iteration 36Q (122234.630000 sec): 3 clusters
  Score: Raw -44165733.677989 + Penalty 4160.866083 = -44161572.811906
  nChanged 63
		SP:Iteration 37Q (122236.420000 sec): 3 clusters
  Score: Raw -44165784.523511 + Penalty 4160.866083 = -44161623.657427
  nChanged 47
		SP:Iteration 38Q (122238.220000 sec): 3 clusters
  Score: Raw -44165815.860865 + Penalty 4160.866083 = -44161654.994782
  nChanged 22
		SP:Iteration 39Q (122240.230000 sec): 3 clusters
  Score: Raw -44165834.393060 + Penalty 4160.866083 = -44161673.526977
  nChanged 20
		SP:Iteration 40F (122242.380000 sec): 3 clusters
  Score: Raw -44165846.477712 + Penalty 4160.866083 = -44161685.611629
  nChanged 11
		SP:Iteration 41Q (122244.090000 sec): 3 clusters
  Score: Raw -44165855.126755 + Penalty 4160.866083 = -44161694.260671
  nChanged 9
		SP:Iteration 42Q (122246.450000 sec): 3 clusters
  Score: Raw -44165859.711650 + Penalty 4160.866083 = -44161698.845567
  nChanged 6
		SP:Iteration 43Q (122248.800000 sec): 3 clusters
  Score: Raw -44165864.034775 + Penalty 4160.866083 = -44161703.168692
  nChanged 8
		SP:Iteration 44Q (122250.940000 sec): 3 clusters
  Score: Raw -44165870.859331 + Penalty 4160.866083 = -44161709.993248
  nChanged 8
		SP:Iteration 45Q (122253.340000 sec): 3 clusters
  Score: Raw -44165875.964923 + Penalty 4160.866083 = -44161715.098839
  nChanged 7
		SP:Iteration 46Q (122255.630000 sec): 3 clusters
  Score: Raw -44165882.622564 + Penalty 4160.866083 = -44161721.756480
  nChanged 5
		SP:Iteration 47Q (122257.160000 sec): 3 clusters
  Score: Raw -44165887.979682 + Penalty 4160.866083 = -44161727.113598
  nChanged 10
		SP:Iteration 48Q (122258.860000 sec): 3 clusters
  Score: Raw -44165894.861571 + Penalty 4160.866083 = -44161733.995487
  nChanged 5
		SP:Iteration 49Q (122260.380000 sec): 3 clusters
  Score: Raw -44165898.118559 + Penalty 4160.866083 = -44161737.252476
  nChanged 7
		SP:Iteration 50Q (122261.900000 sec): 3 clusters
  Score: Raw -44165902.920176 + Penalty 4160.866083 = -44161742.054092
  nChanged 3
		SP:Iteration 51Q (122263.410000 sec): 3 clusters
  Score: Raw -44165905.928243 + Penalty 4160.866083 = -44161745.062160
  nChanged 5
		SP:Iteration 52Q (122265.060000 sec): 3 clusters
  Score: Raw -44165908.773800 + Penalty 4160.866083 = -44161747.907716
  nChanged 2
		SP:Iteration 53Q (122266.770000 sec): 3 clusters
  Score: Raw -44165910.580799 + Penalty 4160.866083 = -44161749.714716
  nChanged 1
		SP:Iteration 54Q (122268.360000 sec): 3 clusters
  Score: Raw -44165910.743354 + Penalty 4160.866083 = -44161749.877271
  nChanged 2
		SP:Iteration 55Q (122270.130000 sec): 3 clusters
  Score: Raw -44165912.005298 + Penalty 4160.866083 = -44161751.139214
  nChanged 1
		SP:Iteration 56Q (122271.660000 sec): 3 clusters
  Score: Raw -44165912.381619 + Penalty 4160.866083 = -44161751.515536
  nChanged 0
		SP:Iteration 57F (122273.360000 sec): 3 clusters
  Score: Raw -44165912.381619 + Penalty 4160.866083 = -44161751.515536
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122273.700000 sec): 2 clusters
  Score: Raw -2557735.853005 + Penalty 1627.340425 = -2556108.512581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122274.010000 sec): 3 clusters
  Score: Raw -2544271.489443 + Penalty 3254.680849 = -2541016.808594
  nChanged 10145
		SP:Iteration 1F (122274.290000 sec): 3 clusters
  Score: Raw -2550256.710463 + Penalty 3254.680849 = -2547002.029613
  nChanged 1366
		SP:Iteration 2F (122274.690000 sec): 3 clusters
  Score: Raw -2550947.167718 + Penalty 3254.680849 = -2547692.486869
  nChanged 1278
		SP:Iteration 3F (122275.030000 sec): 3 clusters
  Score: Raw -2551626.784728 + Penalty 3254.680849 = -2548372.103879
  nChanged 1243
		SP:Iteration 4F (122275.320000 sec): 3 clusters
  Score: Raw -2552330.875472 + Penalty 3254.680849 = -2549076.194623
  nChanged 1248
		SP:Iteration 5F (122275.680000 sec): 3 clusters
  Score: Raw -2553066.947027 + Penalty 3254.680849 = -2549812.266178
  nChanged 1216
		SP:Iteration 6F (122275.970000 sec): 3 clusters
  Score: Raw -2553770.284768 + Penalty 3254.680849 = -2550515.603919
  nChanged 1046
		SP:Iteration 7Q (122276.240000 sec): 3 clusters
  Score: Raw -2554333.775793 + Penalty 3254.680849 = -2551079.094944
  nChanged 930
		SP:Iteration 8Q (122276.540000 sec): 3 clusters
  Score: Raw -2554780.616597 + Penalty 3254.680849 = -2551525.935747
  nChanged 723
		SP:Iteration 9Q (122276.910000 sec): 3 clusters
  Score: Raw -2555075.824925 + Penalty 3254.680849 = -2551821.144076
  nChanged 536
		SP:Iteration 10Q (122277.240000 sec): 3 clusters
  Score: Raw -2555265.353982 + Penalty 3254.680849 = -2552010.673132
  nChanged 418
		SP:Iteration 11Q (122277.560000 sec): 3 clusters
  Score: Raw -2555396.458855 + Penalty 3254.680849 = -2552141.778006
  nChanged 333
		SP:Iteration 12Q (122277.800000 sec): 3 clusters
  Score: Raw -2555499.051266 + Penalty 3254.680849 = -2552244.370417
  nChanged 315
		SP:Iteration 13Q (122278.130000 sec): 3 clusters
  Score: Raw -2555594.867672 + Penalty 3254.680849 = -2552340.186823
  nChanged 295
		SP:Iteration 14Q (122278.450000 sec): 3 clusters
  Score: Raw -2555679.043211 + Penalty 3254.680849 = -2552424.362362
  nChanged 265
		SP:Iteration 15Q (122278.760000 sec): 3 clusters
  Score: Raw -2555749.171092 + Penalty 3254.680849 = -2552494.490243
  nChanged 231
		SP:Iteration 16Q (122279.050000 sec): 3 clusters
  Score: Raw -2555813.909907 + Penalty 3254.680849 = -2552559.229058
  nChanged 246
		SP:Iteration 17Q (122279.330000 sec): 3 clusters
  Score: Raw -2555897.121587 + Penalty 3254.680849 = -2552642.440738
  nChanged 258
		SP:Iteration 18Q (122279.600000 sec): 3 clusters
  Score: Raw -2555981.444711 + Penalty 3254.680849 = -2552726.763862
  nChanged 246
		SP:Iteration 19Q (122279.980000 sec): 3 clusters
  Score: Raw -2556060.864327 + Penalty 3254.680849 = -2552806.183478
  nChanged 245
		SP:Iteration 20F (122280.280000 sec): 3 clusters
  Score: Raw -2556145.138448 + Penalty 3254.680849 = -2552890.457599
  nChanged 255
		SP:Iteration 21Q (122280.630000 sec): 3 clusters
  Score: Raw -2556245.728894 + Penalty 3254.680849 = -2552991.048045
  nChanged 282
		SP:Iteration 22Q (122280.960000 sec): 3 clusters
  Score: Raw -2556349.799477 + Penalty 3254.680849 = -2553095.118628
  nChanged 286
		SP:Iteration 23Q (122281.310000 sec): 3 clusters
  Score: Raw -2556449.124012 + Penalty 3254.680849 = -2553194.443163
  nChanged 278
		SP:Iteration 24Q (122281.590000 sec): 3 clusters
  Score: Raw -2556541.376880 + Penalty 3254.680849 = -2553286.696031
  nChanged 244
		SP:Iteration 25Q (122281.930000 sec): 3 clusters
  Score: Raw -2556618.967114 + Penalty 3254.680849 = -2553364.286265
  nChanged 241
		SP:Iteration 26Q (122282.200000 sec): 3 clusters
  Score: Raw -2556704.752139 + Penalty 3254.680849 = -2553450.071290
  nChanged 252
		SP:Iteration 27Q (122282.510000 sec): 3 clusters
  Score: Raw -2556802.364232 + Penalty 3254.680849 = -2553547.683382
  nChanged 281
		SP:Iteration 28Q (122282.790000 sec): 3 clusters
  Score: Raw -2556916.881247 + Penalty 3254.680849 = -2553662.200397
  nChanged 250
		SP:Iteration 29Q (122283.030000 sec): 3 clusters
  Score: Raw -2557011.768154 + Penalty 3254.680849 = -2553757.087305
  nChanged 251
		SP:Iteration 30Q (122283.380000 sec): 3 clusters
  Score: Raw -2557101.940149 + Penalty 3254.680849 = -2553847.259300
  nChanged 270
		SP:Iteration 31Q (122283.670000 sec): 3 clusters
  Score: Raw -2557190.860124 + Penalty 3254.680849 = -2553936.179275
  nChanged 235
		SP:Iteration 32Q (122283.970000 sec): 3 clusters
  Score: Raw -2557266.950972 + Penalty 3254.680849 = -2554012.270123
  nChanged 233
		SP:Iteration 33Q (122284.200000 sec): 3 clusters
  Score: Raw -2557339.415576 + Penalty 3254.680849 = -2554084.734726
  nChanged 222
		SP:Iteration 34Q (122284.470000 sec): 3 clusters
  Score: Raw -2557404.319894 + Penalty 3254.680849 = -2554149.639045
  nChanged 196
		SP:Iteration 35Q (122284.710000 sec): 3 clusters
  Score: Raw -2557461.197929 + Penalty 3254.680849 = -2554206.517080
  nChanged 205
		SP:Iteration 36Q (122284.970000 sec): 3 clusters
  Score: Raw -2557522.333638 + Penalty 3254.680849 = -2554267.652789
  nChanged 207
		SP:Iteration 37Q (122285.290000 sec): 3 clusters
  Score: Raw -2557576.256902 + Penalty 3254.680849 = -2554321.576053
  nChanged 175
		SP:Iteration 38Q (122285.620000 sec): 3 clusters
  Score: Raw -2557619.429129 + Penalty 3254.680849 = -2554364.748279
  nChanged 170
		SP:Iteration 39Q (122285.900000 sec): 3 clusters
  Score: Raw -2557658.781065 + Penalty 3254.680849 = -2554404.100215
  nChanged 141
		SP:Iteration 40F (122286.240000 sec): 3 clusters
  Score: Raw -2557698.945307 + Penalty 3254.680849 = -2554444.264458
  nChanged 129
		SP:Iteration 41Q (122286.590000 sec): 3 clusters
  Score: Raw -2557732.680068 + Penalty 3254.680849 = -2554477.999219
  nChanged 149
		SP:Iteration 42Q (122286.850000 sec): 3 clusters
  Score: Raw -2557770.195483 + Penalty 3254.680849 = -2554515.514634
  nChanged 144
		SP:Iteration 43Q (122287.130000 sec): 3 clusters
  Score: Raw -2557809.987428 + Penalty 3254.680849 = -2554555.306578
  nChanged 137
		SP:Iteration 44Q (122287.410000 sec): 3 clusters
  Score: Raw -2557845.867641 + Penalty 3254.680849 = -2554591.186792
  nChanged 134
		SP:Iteration 45Q (122287.720000 sec): 3 clusters
  Score: Raw -2557882.551688 + Penalty 3254.680849 = -2554627.870838
  nChanged 146
		SP:Iteration 46Q (122288.010000 sec): 3 clusters
  Score: Raw -2557921.832632 + Penalty 3254.680849 = -2554667.151782
  nChanged 156
		SP:Iteration 47Q (122288.310000 sec): 3 clusters
  Score: Raw -2557967.848657 + Penalty 3254.680849 = -2554713.167808
  nChanged 160
		SP:Iteration 48Q (122288.560000 sec): 3 clusters
  Score: Raw -2558020.566452 + Penalty 3254.680849 = -2554765.885603
  nChanged 161
		SP:Iteration 49Q (122288.830000 sec): 3 clusters
  Score: Raw -2558083.226930 + Penalty 3254.680849 = -2554828.546081
  nChanged 173
		SP:Iteration 50Q (122289.160000 sec): 3 clusters
  Score: Raw -2558154.076328 + Penalty 3254.680849 = -2554899.395479
  nChanged 164
		SP:Iteration 51Q (122289.510000 sec): 3 clusters
  Score: Raw -2558209.427057 + Penalty 3254.680849 = -2554954.746207
  nChanged 159
		SP:Iteration 52Q (122289.810000 sec): 3 clusters
  Score: Raw -2558260.281859 + Penalty 3254.680849 = -2555005.601009
  nChanged 155
		SP:Iteration 53Q (122290.070000 sec): 3 clusters
  Score: Raw -2558316.193634 + Penalty 3254.680849 = -2555061.512784
  nChanged 149
		SP:Iteration 54Q (122290.360000 sec): 3 clusters
  Score: Raw -2558365.548585 + Penalty 3254.680849 = -2555110.867735
  nChanged 116
		SP:Iteration 55Q (122290.640000 sec): 3 clusters
  Score: Raw -2558398.767001 + Penalty 3254.680849 = -2555144.086152
  nChanged 107
		SP:Iteration 56Q (122290.990000 sec): 3 clusters
  Score: Raw -2558426.558846 + Penalty 3254.680849 = -2555171.877997
  nChanged 95
		SP:Iteration 57Q (122291.300000 sec): 3 clusters
  Score: Raw -2558448.056451 + Penalty 3254.680849 = -2555193.375602
  nChanged 87
		SP:Iteration 58Q (122291.620000 sec): 3 clusters
  Score: Raw -2558463.671935 + Penalty 3254.680849 = -2555208.991086
  nChanged 59
		SP:Iteration 59Q (122291.950000 sec): 3 clusters
  Score: Raw -2558473.407082 + Penalty 3254.680849 = -2555218.726232
  nChanged 44
		SP:Iteration 60F (122292.260000 sec): 3 clusters
  Score: Raw -2558477.939755 + Penalty 3254.680849 = -2555223.258906
  nChanged 24
		SP:Iteration 61Q (122292.560000 sec): 3 clusters
  Score: Raw -2558480.638082 + Penalty 3254.680849 = -2555225.957233
  nChanged 19
		SP:Iteration 62Q (122292.860000 sec): 3 clusters
  Score: Raw -2558482.623915 + Penalty 3254.680849 = -2555227.943065
  nChanged 15
		SP:Iteration 63Q (122293.130000 sec): 3 clusters
  Score: Raw -2558484.452365 + Penalty 3254.680849 = -2555229.771515
  nChanged 18
		SP:Iteration 64Q (122293.450000 sec): 3 clusters
  Score: Raw -2558485.975161 + Penalty 3254.680849 = -2555231.294312
  nChanged 11
		SP:Iteration 65Q (122293.670000 sec): 3 clusters
  Score: Raw -2558487.073683 + Penalty 3254.680849 = -2555232.392834
  nChanged 16
		SP:Iteration 66Q (122294.010000 sec): 3 clusters
  Score: Raw -2558488.752040 + Penalty 3254.680849 = -2555234.071191
  nChanged 13
		SP:Iteration 67Q (122294.280000 sec): 3 clusters
  Score: Raw -2558489.576382 + Penalty 3254.680849 = -2555234.895533
  nChanged 11
		SP:Iteration 68Q (122294.550000 sec): 3 clusters
  Score: Raw -2558490.579438 + Penalty 3254.680849 = -2555235.898589
  nChanged 9
		SP:Iteration 69Q (122294.800000 sec): 3 clusters
  Score: Raw -2558491.167824 + Penalty 3254.680849 = -2555236.486975
  nChanged 8
		SP:Iteration 70Q (122295.160000 sec): 3 clusters
  Score: Raw -2558491.682169 + Penalty 3254.680849 = -2555237.001319
  nChanged 4
		SP:Iteration 71Q (122295.440000 sec): 3 clusters
  Score: Raw -2558491.990041 + Penalty 3254.680849 = -2555237.309192
  nChanged 4
		SP:Iteration 72Q (122295.800000 sec): 3 clusters
  Score: Raw -2558492.348141 + Penalty 3254.680849 = -2555237.667292
  nChanged 6
		SP:Iteration 73Q (122296.110000 sec): 3 clusters
  Score: Raw -2558492.868404 + Penalty 3254.680849 = -2555238.187554
  nChanged 7
		SP:Iteration 74Q (122296.390000 sec): 3 clusters
  Score: Raw -2558493.556395 + Penalty 3254.680849 = -2555238.875546
  nChanged 10
		SP:Iteration 75Q (122296.670000 sec): 3 clusters
  Score: Raw -2558494.261729 + Penalty 3254.680849 = -2555239.580880
  nChanged 10
		SP:Iteration 76Q (122296.940000 sec): 3 clusters
  Score: Raw -2558495.095999 + Penalty 3254.680849 = -2555240.415149
  nChanged 7
		SP:Iteration 77Q (122297.280000 sec): 3 clusters
  Score: Raw -2558495.754551 + Penalty 3254.680849 = -2555241.073702
  nChanged 10
		SP:Iteration 78Q (122297.630000 sec): 3 clusters
  Score: Raw -2558496.589634 + Penalty 3254.680849 = -2555241.908785
  nChanged 7
		SP:Iteration 79Q (122297.930000 sec): 3 clusters
  Score: Raw -2558497.246058 + Penalty 3254.680849 = -2555242.565208
  nChanged 6
		SP:Iteration 80F (122298.260000 sec): 3 clusters
  Score: Raw -2558497.666912 + Penalty 3254.680849 = -2555242.986063
  nChanged 10
		SP:Iteration 81Q (122298.550000 sec): 3 clusters
  Score: Raw -2558498.509896 + Penalty 3254.680849 = -2555243.829047
  nChanged 8
		SP:Iteration 82Q (122298.830000 sec): 3 clusters
  Score: Raw -2558499.342159 + Penalty 3254.680849 = -2555244.661310
  nChanged 7
		SP:Iteration 83Q (122299.110000 sec): 3 clusters
  Score: Raw -2558499.875262 + Penalty 3254.680849 = -2555245.194413
  nChanged 8
		SP:Iteration 84Q (122299.430000 sec): 3 clusters
  Score: Raw -2558500.416693 + Penalty 3254.680849 = -2555245.735844
  nChanged 2
		SP:Iteration 85Q (122299.740000 sec): 3 clusters
  Score: Raw -2558500.509065 + Penalty 3254.680849 = -2555245.828216
  nChanged 0
		SP:Iteration 86F (122300.020000 sec): 3 clusters
  Score: Raw -2558500.509065 + Penalty 3254.680849 = -2555245.828216
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122300.360000 sec): 2 clusters
  Score: Raw -5108110.762528 + Penalty 1726.847140 = -5106383.915388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122300.740000 sec): 3 clusters
  Score: Raw -5082226.440068 + Penalty 3453.694280 = -5078772.745788
  nChanged 19178
		SP:Iteration 1F (122301.190000 sec): 3 clusters
  Score: Raw -5093043.547839 + Penalty 3453.694280 = -5089589.853559
  nChanged 2027
		SP:Iteration 2Q (122301.600000 sec): 3 clusters
  Score: Raw -5093842.600349 + Penalty 3453.694280 = -5090388.906068
  nChanged 2261
		SP:Iteration 3F (122302.030000 sec): 3 clusters
  Score: Raw -5094863.586317 + Penalty 3453.694280 = -5091409.892037
  nChanged 2495
		SP:Iteration 4F (122302.500000 sec): 3 clusters
  Score: Raw -5096136.065184 + Penalty 3453.694280 = -5092682.370904
  nChanged 2622
		SP:Iteration 5F (122302.880000 sec): 3 clusters
  Score: Raw -5097512.822422 + Penalty 3453.694280 = -5094059.128141
  nChanged 2466
		SP:Iteration 6F (122303.280000 sec): 3 clusters
  Score: Raw -5098689.257408 + Penalty 3453.694280 = -5095235.563127
  nChanged 2122
		SP:Iteration 7F (122303.700000 sec): 3 clusters
  Score: Raw -5099627.910928 + Penalty 3453.694280 = -5096174.216647
  nChanged 1724
		SP:Iteration 8Q (122304.130000 sec): 3 clusters
  Score: Raw -5100326.090231 + Penalty 3453.694280 = -5096872.395951
  nChanged 1437
		SP:Iteration 9Q (122304.530000 sec): 3 clusters
  Score: Raw -5100914.928651 + Penalty 3453.694280 = -5097461.234370
  nChanged 1326
		SP:Iteration 10Q (122304.960000 sec): 3 clusters
  Score: Raw -5101485.285274 + Penalty 3453.694280 = -5098031.590993
  nChanged 1374
		SP:Iteration 11Q (122305.310000 sec): 3 clusters
  Score: Raw -5102151.835173 + Penalty 3453.694280 = -5098698.140893
  nChanged 1476
		SP:Iteration 12Q (122305.680000 sec): 3 clusters
  Score: Raw -5102973.336561 + Penalty 3453.694280 = -5099519.642281
  nChanged 1494
		SP:Iteration 13Q (122306.110000 sec): 3 clusters
  Score: Raw -5103925.947488 + Penalty 3453.694280 = -5100472.253208
  nChanged 1455
		SP:Iteration 14Q (122306.510000 sec): 3 clusters
  Score: Raw -5104963.549869 + Penalty 3453.694280 = -5101509.855589
  nChanged 1283
		SP:Iteration 15Q (122306.880000 sec): 3 clusters
  Score: Raw -5105934.929433 + Penalty 3453.694280 = -5102481.235153
  nChanged 1060
		SP:Iteration 16Q (122307.210000 sec): 3 clusters
  Score: Raw -5106776.218295 + Penalty 3453.694280 = -5103322.524014
  nChanged 741
		SP:Iteration 17Q (122307.600000 sec): 3 clusters
  Score: Raw -5107353.634190 + Penalty 3453.694280 = -5103899.939910
  nChanged 491
		SP:Iteration 18Q (122307.960000 sec): 3 clusters
  Score: Raw -5107734.795692 + Penalty 3453.694280 = -5104281.101412
  nChanged 285
		SP:Iteration 19Q (122308.420000 sec): 3 clusters
  Score: Raw -5107953.306138 + Penalty 3453.694280 = -5104499.611858
  nChanged 183
		SP:Iteration 20F (122308.880000 sec): 3 clusters
  Score: Raw -5108099.107146 + Penalty 3453.694280 = -5104645.412865
  nChanged 103
		SP:Iteration 21Q (122309.180000 sec): 3 clusters
  Score: Raw -5108188.579816 + Penalty 3453.694280 = -5104734.885536
  nChanged 81
		SP:Iteration 22Q (122309.500000 sec): 3 clusters
  Score: Raw -5108244.076362 + Penalty 3453.694280 = -5104790.382082
  nChanged 43
		SP:Iteration 23Q (122309.860000 sec): 3 clusters
  Score: Raw -5108276.278181 + Penalty 3453.694280 = -5104822.583900
  nChanged 33
		SP:Iteration 24Q (122310.200000 sec): 3 clusters
  Score: Raw -5108301.173608 + Penalty 3453.694280 = -5104847.479327
  nChanged 20
		SP:Iteration 25Q (122310.580000 sec): 3 clusters
  Score: Raw -5108313.952116 + Penalty 3453.694280 = -5104860.257835
  nChanged 15
		SP:Iteration 26Q (122310.960000 sec): 3 clusters
  Score: Raw -5108325.171827 + Penalty 3453.694280 = -5104871.477546
  nChanged 10
		SP:Iteration 27Q (122311.380000 sec): 3 clusters
  Score: Raw -5108333.112494 + Penalty 3453.694280 = -5104879.418214
  nChanged 7
		SP:Iteration 28Q (122311.770000 sec): 3 clusters
  Score: Raw -5108336.654381 + Penalty 3453.694280 = -5104882.960101
  nChanged 9
		SP:Iteration 29Q (122312.140000 sec): 3 clusters
  Score: Raw -5108342.077627 + Penalty 3453.694280 = -5104888.383347
  nChanged 10
		SP:Iteration 30Q (122312.500000 sec): 3 clusters
  Score: Raw -5108349.833291 + Penalty 3453.694280 = -5104896.139011
  nChanged 6
		SP:Iteration 31Q (122312.880000 sec): 3 clusters
  Score: Raw -5108354.552596 + Penalty 3453.694280 = -5104900.858315
  nChanged 5
		SP:Iteration 32Q (122313.190000 sec): 3 clusters
  Score: Raw -5108357.197068 + Penalty 3453.694280 = -5104903.502788
  nChanged 3
		SP:Iteration 33Q (122313.610000 sec): 3 clusters
  Score: Raw -5108359.079685 + Penalty 3453.694280 = -5104905.385405
  nChanged 2
		SP:Iteration 34Q (122313.950000 sec): 3 clusters
  Score: Raw -5108360.486301 + Penalty 3453.694280 = -5104906.792021
  nChanged 2
		SP:Iteration 35Q (122314.370000 sec): 3 clusters
  Score: Raw -5108361.619477 + Penalty 3453.694280 = -5104907.925197
  nChanged 3
		SP:Iteration 36Q (122314.710000 sec): 3 clusters
  Score: Raw -5108363.557745 + Penalty 3453.694280 = -5104909.863464
  nChanged 4
		SP:Iteration 37Q (122315.110000 sec): 3 clusters
  Score: Raw -5108366.041094 + Penalty 3453.694280 = -5104912.346814
  nChanged 4
		SP:Iteration 38Q (122315.420000 sec): 3 clusters
  Score: Raw -5108369.493696 + Penalty 3453.694280 = -5104915.799416
  nChanged 3
		SP:Iteration 39Q (122315.760000 sec): 3 clusters
  Score: Raw -5108371.365553 + Penalty 3453.694280 = -5104917.671273
  nChanged 2
		SP:Iteration 40F (122316.140000 sec): 3 clusters
  Score: Raw -5108372.499646 + Penalty 3453.694280 = -5104918.805365
  nChanged 3
		SP:Iteration 41Q (122316.450000 sec): 3 clusters
  Score: Raw -5108373.826723 + Penalty 3453.694280 = -5104920.132442
  nChanged 1
		SP:Iteration 42Q (122316.800000 sec): 3 clusters
  Score: Raw -5108374.016926 + Penalty 3453.694280 = -5104920.322646
  nChanged 0
		SP:Iteration 43F (122317.180000 sec): 3 clusters
  Score: Raw -5108374.016926 + Penalty 3453.694280 = -5104920.322646
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122317.350000 sec): 2 clusters
  Score: Raw -1650115.214775 + Penalty 1548.085953 = -1648567.128822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122317.680000 sec): 3 clusters
  Score: Raw -1642142.990384 + Penalty 3096.171905 = -1639046.818479
  nChanged 6005
		SP:Iteration 1F (122317.900000 sec): 3 clusters
  Score: Raw -1645677.489829 + Penalty 3096.171905 = -1642581.317924
  nChanged 954
		SP:Iteration 2F (122318.210000 sec): 3 clusters
  Score: Raw -1646263.466312 + Penalty 3096.171905 = -1643167.294407
  nChanged 932
		SP:Iteration 3F (122318.510000 sec): 3 clusters
  Score: Raw -1646926.022102 + Penalty 3096.171905 = -1643829.850197
  nChanged 904
		SP:Iteration 4F (122318.860000 sec): 3 clusters
  Score: Raw -1647628.598932 + Penalty 3096.171905 = -1644532.427027
  nChanged 837
		SP:Iteration 5F (122319.150000 sec): 3 clusters
  Score: Raw -1648238.362014 + Penalty 3096.171905 = -1645142.190108
  nChanged 691
		SP:Iteration 6F (122319.440000 sec): 3 clusters
  Score: Raw -1648685.178073 + Penalty 3096.171905 = -1645589.006168
  nChanged 511
		SP:Iteration 7Q (122319.720000 sec): 3 clusters
  Score: Raw -1648978.711262 + Penalty 3096.171905 = -1645882.539357
  nChanged 404
		SP:Iteration 8Q (122319.980000 sec): 3 clusters
  Score: Raw -1649183.002011 + Penalty 3096.171905 = -1646086.830106
  nChanged 286
		SP:Iteration 9Q (122320.300000 sec): 3 clusters
  Score: Raw -1649313.165756 + Penalty 3096.171905 = -1646216.993851
  nChanged 244
		SP:Iteration 10Q (122320.540000 sec): 3 clusters
  Score: Raw -1649408.284517 + Penalty 3096.171905 = -1646312.112612
  nChanged 199
		SP:Iteration 11Q (122320.820000 sec): 3 clusters
  Score: Raw -1649483.916138 + Penalty 3096.171905 = -1646387.744232
  nChanged 192
		SP:Iteration 12Q (122321.070000 sec): 3 clusters
  Score: Raw -1649556.863468 + Penalty 3096.171905 = -1646460.691563
  nChanged 179
		SP:Iteration 13Q (122321.320000 sec): 3 clusters
  Score: Raw -1649624.694574 + Penalty 3096.171905 = -1646528.522668
  nChanged 183
		SP:Iteration 14Q (122321.540000 sec): 3 clusters
  Score: Raw -1649694.933313 + Penalty 3096.171905 = -1646598.761408
  nChanged 157
		SP:Iteration 15Q (122321.820000 sec): 3 clusters
  Score: Raw -1649748.718170 + Penalty 3096.171905 = -1646652.546265
  nChanged 143
		SP:Iteration 16Q (122322.060000 sec): 3 clusters
  Score: Raw -1649792.109185 + Penalty 3096.171905 = -1646695.937280
  nChanged 112
		SP:Iteration 17Q (122322.270000 sec): 3 clusters
  Score: Raw -1649824.187014 + Penalty 3096.171905 = -1646728.015109
  nChanged 91
		SP:Iteration 18Q (122322.490000 sec): 3 clusters
  Score: Raw -1649852.539177 + Penalty 3096.171905 = -1646756.367272
  nChanged 96
		SP:Iteration 19Q (122322.720000 sec): 3 clusters
  Score: Raw -1649880.808175 + Penalty 3096.171905 = -1646784.636270
  nChanged 93
		SP:Iteration 20F (122322.950000 sec): 3 clusters
  Score: Raw -1649907.309541 + Penalty 3096.171905 = -1646811.137635
  nChanged 103
		SP:Iteration 21Q (122323.140000 sec): 3 clusters
  Score: Raw -1649943.238896 + Penalty 3096.171905 = -1646847.066991
  nChanged 105
		SP:Iteration 22Q (122323.370000 sec): 3 clusters
  Score: Raw -1649977.325605 + Penalty 3096.171905 = -1646881.153700
  nChanged 104
		SP:Iteration 23Q (122323.600000 sec): 3 clusters
  Score: Raw -1650008.117089 + Penalty 3096.171905 = -1646911.945184
  nChanged 103
		SP:Iteration 24Q (122323.830000 sec): 3 clusters
  Score: Raw -1650038.017508 + Penalty 3096.171905 = -1646941.845603
  nChanged 99
		SP:Iteration 25Q (122324.030000 sec): 3 clusters
  Score: Raw -1650071.042588 + Penalty 3096.171905 = -1646974.870683
  nChanged 102
		SP:Iteration 26Q (122324.250000 sec): 3 clusters
  Score: Raw -1650101.898322 + Penalty 3096.171905 = -1647005.726417
  nChanged 95
		SP:Iteration 27Q (122324.580000 sec): 3 clusters
  Score: Raw -1650129.235031 + Penalty 3096.171905 = -1647033.063126
  nChanged 81
		SP:Iteration 28Q (122324.900000 sec): 3 clusters
  Score: Raw -1650150.912192 + Penalty 3096.171905 = -1647054.740287
  nChanged 80
		SP:Iteration 29Q (122325.160000 sec): 3 clusters
  Score: Raw -1650174.486693 + Penalty 3096.171905 = -1647078.314788
  nChanged 69
		SP:Iteration 30Q (122325.380000 sec): 3 clusters
  Score: Raw -1650193.340873 + Penalty 3096.171905 = -1647097.168968
  nChanged 72
		SP:Iteration 31Q (122325.600000 sec): 3 clusters
  Score: Raw -1650213.646945 + Penalty 3096.171905 = -1647117.475040
  nChanged 65
		SP:Iteration 32Q (122325.900000 sec): 3 clusters
  Score: Raw -1650231.652400 + Penalty 3096.171905 = -1647135.480495
  nChanged 67
		SP:Iteration 33Q (122326.170000 sec): 3 clusters
  Score: Raw -1650248.705424 + Penalty 3096.171905 = -1647152.533519
  nChanged 58
		SP:Iteration 34Q (122326.470000 sec): 3 clusters
  Score: Raw -1650264.064094 + Penalty 3096.171905 = -1647167.892189
  nChanged 56
		SP:Iteration 35Q (122326.720000 sec): 3 clusters
  Score: Raw -1650278.938059 + Penalty 3096.171905 = -1647182.766154
  nChanged 57
		SP:Iteration 36Q (122327.000000 sec): 3 clusters
  Score: Raw -1650293.830410 + Penalty 3096.171905 = -1647197.658505
  nChanged 49
		SP:Iteration 37Q (122327.220000 sec): 3 clusters
  Score: Raw -1650307.974643 + Penalty 3096.171905 = -1647211.802738
  nChanged 51
		SP:Iteration 38Q (122327.440000 sec): 3 clusters
  Score: Raw -1650323.389254 + Penalty 3096.171905 = -1647227.217349
  nChanged 52
		SP:Iteration 39Q (122327.700000 sec): 3 clusters
  Score: Raw -1650340.877875 + Penalty 3096.171905 = -1647244.705970
  nChanged 50
		SP:Iteration 40F (122327.930000 sec): 3 clusters
  Score: Raw -1650356.139639 + Penalty 3096.171905 = -1647259.967734
  nChanged 46
		SP:Iteration 41Q (122328.190000 sec): 3 clusters
  Score: Raw -1650366.127350 + Penalty 3096.171905 = -1647269.955445
  nChanged 39
		SP:Iteration 42Q (122328.490000 sec): 3 clusters
  Score: Raw -1650377.556772 + Penalty 3096.171905 = -1647281.384867
  nChanged 35
		SP:Iteration 43Q (122328.770000 sec): 3 clusters
  Score: Raw -1650385.139419 + Penalty 3096.171905 = -1647288.967514
  nChanged 15
		SP:Iteration 44Q (122329.070000 sec): 3 clusters
  Score: Raw -1650388.256447 + Penalty 3096.171905 = -1647292.084542
  nChanged 13
		SP:Iteration 45Q (122329.340000 sec): 3 clusters
  Score: Raw -1650390.803432 + Penalty 3096.171905 = -1647294.631527
  nChanged 15
		SP:Iteration 46Q (122329.600000 sec): 3 clusters
  Score: Raw -1650393.131005 + Penalty 3096.171905 = -1647296.959100
  nChanged 15
		SP:Iteration 47Q (122329.880000 sec): 3 clusters
  Score: Raw -1650395.562184 + Penalty 3096.171905 = -1647299.390279
  nChanged 8
		SP:Iteration 48Q (122330.180000 sec): 3 clusters
  Score: Raw -1650396.617956 + Penalty 3096.171905 = -1647300.446051
  nChanged 8
		SP:Iteration 49Q (122330.400000 sec): 3 clusters
  Score: Raw -1650397.849289 + Penalty 3096.171905 = -1647301.677384
  nChanged 7
		SP:Iteration 50Q (122330.650000 sec): 3 clusters
  Score: Raw -1650398.992900 + Penalty 3096.171905 = -1647302.820995
  nChanged 7
		SP:Iteration 51Q (122330.900000 sec): 3 clusters
  Score: Raw -1650400.288605 + Penalty 3096.171905 = -1647304.116700
  nChanged 6
		SP:Iteration 52Q (122331.130000 sec): 3 clusters
  Score: Raw -1650401.195655 + Penalty 3096.171905 = -1647305.023749
  nChanged 6
		SP:Iteration 53Q (122331.360000 sec): 3 clusters
  Score: Raw -1650401.754009 + Penalty 3096.171905 = -1647305.582104
  nChanged 6
		SP:Iteration 54Q (122331.500000 sec): 3 clusters
  Score: Raw -1650402.544256 + Penalty 3096.171905 = -1647306.372351
  nChanged 8
		SP:Iteration 55Q (122331.700000 sec): 3 clusters
  Score: Raw -1650403.747737 + Penalty 3096.171905 = -1647307.575832
  nChanged 7
		SP:Iteration 56Q (122331.900000 sec): 3 clusters
  Score: Raw -1650404.442873 + Penalty 3096.171905 = -1647308.270968
  nChanged 6
		SP:Iteration 57Q (122332.140000 sec): 3 clusters
  Score: Raw -1650405.357460 + Penalty 3096.171905 = -1647309.185555
  nChanged 8
		SP:Iteration 58Q (122332.350000 sec): 3 clusters
  Score: Raw -1650406.478581 + Penalty 3096.171905 = -1647310.306676
  nChanged 6
		SP:Iteration 59Q (122332.620000 sec): 3 clusters
  Score: Raw -1650407.478702 + Penalty 3096.171905 = -1647311.306797
  nChanged 9
		SP:Iteration 60F (122332.810000 sec): 3 clusters
  Score: Raw -1650408.455220 + Penalty 3096.171905 = -1647312.283315
  nChanged 7
		SP:Iteration 61Q (122333.050000 sec): 3 clusters
  Score: Raw -1650409.598622 + Penalty 3096.171905 = -1647313.426717
  nChanged 6
		SP:Iteration 62Q (122333.240000 sec): 3 clusters
  Score: Raw -1650410.476405 + Penalty 3096.171905 = -1647314.304500
  nChanged 4
		SP:Iteration 63Q (122333.460000 sec): 3 clusters
  Score: Raw -1650411.016126 + Penalty 3096.171905 = -1647314.844221
  nChanged 5
		SP:Iteration 64Q (122333.730000 sec): 3 clusters
  Score: Raw -1650411.809361 + Penalty 3096.171905 = -1647315.637456
  nChanged 6
		SP:Iteration 65Q (122333.950000 sec): 3 clusters
  Score: Raw -1650412.542808 + Penalty 3096.171905 = -1647316.370903
  nChanged 5
		SP:Iteration 66Q (122334.170000 sec): 3 clusters
  Score: Raw -1650413.020381 + Penalty 3096.171905 = -1647316.848476
  nChanged 0
		SP:Iteration 67F (122334.430000 sec): 3 clusters
  Score: Raw -1650413.020381 + Penalty 3096.171905 = -1647316.848476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122334.690000 sec): 2 clusters
  Score: Raw -3631668.180688 + Penalty 1674.041487 = -3629994.139202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122335.060000 sec): 3 clusters
  Score: Raw -3613325.567095 + Penalty 3348.082973 = -3609977.484122
  nChanged 13674
		SP:Iteration 1F (122335.470000 sec): 3 clusters
  Score: Raw -3621087.121621 + Penalty 3348.082973 = -3617739.038648
  nChanged 1376
		SP:Iteration 2Q (122335.880000 sec): 3 clusters
  Score: Raw -3621551.689323 + Penalty 3348.082973 = -3618203.606349
  nChanged 1259
		SP:Iteration 3Q (122336.230000 sec): 3 clusters
  Score: Raw -3622000.083960 + Penalty 3348.082973 = -3618652.000986
  nChanged 1253
		SP:Iteration 4Q (122336.520000 sec): 3 clusters
  Score: Raw -3622449.489187 + Penalty 3348.082973 = -3619101.406214
  nChanged 1280
		SP:Iteration 5Q (122336.830000 sec): 3 clusters
  Score: Raw -3622961.208070 + Penalty 3348.082973 = -3619613.125097
  nChanged 1364
		SP:Iteration 6Q (122337.140000 sec): 3 clusters
  Score: Raw -3623567.332695 + Penalty 3348.082973 = -3620219.249722
  nChanged 1371
		SP:Iteration 7Q (122337.490000 sec): 3 clusters
  Score: Raw -3624254.813786 + Penalty 3348.082973 = -3620906.730813
  nChanged 1395
		SP:Iteration 8Q (122337.770000 sec): 3 clusters
  Score: Raw -3625034.200546 + Penalty 3348.082973 = -3621686.117573
  nChanged 1385
		SP:Iteration 9Q (122338.130000 sec): 3 clusters
  Score: Raw -3625804.899667 + Penalty 3348.082973 = -3622456.816694
  nChanged 1215
		SP:Iteration 10Q (122338.430000 sec): 3 clusters
  Score: Raw -3626353.251887 + Penalty 3348.082973 = -3623005.168914
  nChanged 916
		SP:Iteration 11Q (122338.720000 sec): 3 clusters
  Score: Raw -3626686.649660 + Penalty 3348.082973 = -3623338.566687
  nChanged 645
		SP:Iteration 12Q (122339.100000 sec): 3 clusters
  Score: Raw -3626859.768659 + Penalty 3348.082973 = -3623511.685686
  nChanged 467
		SP:Iteration 13Q (122339.440000 sec): 3 clusters
  Score: Raw -3626944.500177 + Penalty 3348.082973 = -3623596.417203
  nChanged 305
		SP:Iteration 14Q (122339.730000 sec): 3 clusters
  Score: Raw -3626993.220330 + Penalty 3348.082973 = -3623645.137357
  nChanged 251
		SP:Iteration 15Q (122340.050000 sec): 3 clusters
  Score: Raw -3627036.496114 + Penalty 3348.082973 = -3623688.413141
  nChanged 236
		SP:Iteration 16Q (122340.380000 sec): 3 clusters
  Score: Raw -3627076.344044 + Penalty 3348.082973 = -3623728.261071
  nChanged 238
		SP:Iteration 17Q (122340.730000 sec): 3 clusters
  Score: Raw -3627115.806262 + Penalty 3348.082973 = -3623767.723289
  nChanged 225
		SP:Iteration 18Q (122341.070000 sec): 3 clusters
  Score: Raw -3627156.259989 + Penalty 3348.082973 = -3623808.177016
  nChanged 231
		SP:Iteration 19Q (122341.370000 sec): 3 clusters
  Score: Raw -3627197.863742 + Penalty 3348.082973 = -3623849.780769
  nChanged 234
		SP:Iteration 20F (122341.710000 sec): 3 clusters
  Score: Raw -3627239.825171 + Penalty 3348.082973 = -3623891.742198
  nChanged 241
		SP:Iteration 21Q (122342.020000 sec): 3 clusters
  Score: Raw -3627280.177633 + Penalty 3348.082973 = -3623932.094660
  nChanged 234
		SP:Iteration 22Q (122342.360000 sec): 3 clusters
  Score: Raw -3627317.216046 + Penalty 3348.082973 = -3623969.133073
  nChanged 233
		SP:Iteration 23Q (122342.670000 sec): 3 clusters
  Score: Raw -3627356.730270 + Penalty 3348.082973 = -3624008.647296
  nChanged 245
		SP:Iteration 24Q (122342.970000 sec): 3 clusters
  Score: Raw -3627404.488607 + Penalty 3348.082973 = -3624056.405633
  nChanged 242
		SP:Iteration 25Q (122343.270000 sec): 3 clusters
  Score: Raw -3627450.275471 + Penalty 3348.082973 = -3624102.192498
  nChanged 220
		SP:Iteration 26Q (122343.620000 sec): 3 clusters
  Score: Raw -3627489.474699 + Penalty 3348.082973 = -3624141.391726
  nChanged 231
		SP:Iteration 27Q (122343.930000 sec): 3 clusters
  Score: Raw -3627532.127257 + Penalty 3348.082973 = -3624184.044284
  nChanged 249
		SP:Iteration 28Q (122344.250000 sec): 3 clusters
  Score: Raw -3627588.460862 + Penalty 3348.082973 = -3624240.377889
  nChanged 244
		SP:Iteration 29Q (122344.550000 sec): 3 clusters
  Score: Raw -3627632.260434 + Penalty 3348.082973 = -3624284.177461
  nChanged 235
		SP:Iteration 30Q (122344.830000 sec): 3 clusters
  Score: Raw -3627679.682200 + Penalty 3348.082973 = -3624331.599227
  nChanged 245
		SP:Iteration 31Q (122345.150000 sec): 3 clusters
  Score: Raw -3627729.073417 + Penalty 3348.082973 = -3624380.990444
  nChanged 271
		SP:Iteration 32Q (122345.400000 sec): 3 clusters
  Score: Raw -3627781.067835 + Penalty 3348.082973 = -3624432.984862
  nChanged 265
		SP:Iteration 33Q (122345.710000 sec): 3 clusters
  Score: Raw -3627837.155548 + Penalty 3348.082973 = -3624489.072575
  nChanged 281
		SP:Iteration 34Q (122345.990000 sec): 3 clusters
  Score: Raw -3627898.486423 + Penalty 3348.082973 = -3624550.403450
  nChanged 296
		SP:Iteration 35Q (122346.300000 sec): 3 clusters
  Score: Raw -3627966.982807 + Penalty 3348.082973 = -3624618.899834
  nChanged 324
		SP:Iteration 36Q (122346.570000 sec): 3 clusters
  Score: Raw -3628044.840379 + Penalty 3348.082973 = -3624696.757406
  nChanged 324
		SP:Iteration 37Q (122346.870000 sec): 3 clusters
  Score: Raw -3628127.962167 + Penalty 3348.082973 = -3624779.879194
  nChanged 332
		SP:Iteration 38Q (122347.170000 sec): 3 clusters
  Score: Raw -3628213.757868 + Penalty 3348.082973 = -3624865.674894
  nChanged 332
		SP:Iteration 39Q (122347.460000 sec): 3 clusters
  Score: Raw -3628297.053801 + Penalty 3348.082973 = -3624948.970828
  nChanged 310
		SP:Iteration 40F (122347.730000 sec): 3 clusters
  Score: Raw -3628371.104865 + Penalty 3348.082973 = -3625023.021892
  nChanged 306
		SP:Iteration 41Q (122347.990000 sec): 3 clusters
  Score: Raw -3628439.175749 + Penalty 3348.082973 = -3625091.092776
  nChanged 260
		SP:Iteration 42Q (122348.270000 sec): 3 clusters
  Score: Raw -3628500.279567 + Penalty 3348.082973 = -3625152.196594
  nChanged 283
		SP:Iteration 43Q (122348.580000 sec): 3 clusters
  Score: Raw -3628567.147238 + Penalty 3348.082973 = -3625219.064265
  nChanged 276
		SP:Iteration 44Q (122348.890000 sec): 3 clusters
  Score: Raw -3628631.301844 + Penalty 3348.082973 = -3625283.218871
  nChanged 270
		SP:Iteration 45Q (122349.190000 sec): 3 clusters
  Score: Raw -3628692.203241 + Penalty 3348.082973 = -3625344.120268
  nChanged 261
		SP:Iteration 46Q (122349.530000 sec): 3 clusters
  Score: Raw -3628752.393670 + Penalty 3348.082973 = -3625404.310697
  nChanged 234
		SP:Iteration 47Q (122349.820000 sec): 3 clusters
  Score: Raw -3628799.118888 + Penalty 3348.082973 = -3625451.035915
  nChanged 226
		SP:Iteration 48Q (122350.120000 sec): 3 clusters
  Score: Raw -3628837.675182 + Penalty 3348.082973 = -3625489.592209
  nChanged 195
		SP:Iteration 49Q (122350.420000 sec): 3 clusters
  Score: Raw -3628867.988556 + Penalty 3348.082973 = -3625519.905583
  nChanged 161
		SP:Iteration 50Q (122350.710000 sec): 3 clusters
  Score: Raw -3628888.265559 + Penalty 3348.082973 = -3625540.182586
  nChanged 127
		SP:Iteration 51Q (122351.040000 sec): 3 clusters
  Score: Raw -3628903.845586 + Penalty 3348.082973 = -3625555.762612
  nChanged 106
		SP:Iteration 52Q (122351.300000 sec): 3 clusters
  Score: Raw -3628917.066653 + Penalty 3348.082973 = -3625568.983680
  nChanged 105
		SP:Iteration 53Q (122351.650000 sec): 3 clusters
  Score: Raw -3628931.724762 + Penalty 3348.082973 = -3625583.641789
  nChanged 118
		SP:Iteration 54Q (122351.920000 sec): 3 clusters
  Score: Raw -3628944.937353 + Penalty 3348.082973 = -3625596.854380
  nChanged 93
		SP:Iteration 55Q (122352.270000 sec): 3 clusters
  Score: Raw -3628953.851786 + Penalty 3348.082973 = -3625605.768813
  nChanged 79
		SP:Iteration 56Q (122352.560000 sec): 3 clusters
  Score: Raw -3628960.483171 + Penalty 3348.082973 = -3625612.400198
  nChanged 70
		SP:Iteration 57Q (122352.890000 sec): 3 clusters
  Score: Raw -3628966.561326 + Penalty 3348.082973 = -3625618.478353
  nChanged 69
		SP:Iteration 58Q (122353.190000 sec): 3 clusters
  Score: Raw -3628972.570622 + Penalty 3348.082973 = -3625624.487649
  nChanged 73
		SP:Iteration 59Q (122353.460000 sec): 3 clusters
  Score: Raw -3628978.880904 + Penalty 3348.082973 = -3625630.797931
  nChanged 74
		SP:Iteration 60F (122353.770000 sec): 3 clusters
  Score: Raw -3628985.239071 + Penalty 3348.082973 = -3625637.156098
  nChanged 62
		SP:Iteration 61Q (122354.080000 sec): 3 clusters
  Score: Raw -3628989.997763 + Penalty 3348.082973 = -3625641.914790
  nChanged 58
		SP:Iteration 62Q (122354.400000 sec): 3 clusters
  Score: Raw -3628994.680707 + Penalty 3348.082973 = -3625646.597734
  nChanged 58
		SP:Iteration 63Q (122354.670000 sec): 3 clusters
  Score: Raw -3628998.733511 + Penalty 3348.082973 = -3625650.650538
  nChanged 53
		SP:Iteration 64Q (122354.960000 sec): 3 clusters
  Score: Raw -3629003.174000 + Penalty 3348.082973 = -3625655.091027
  nChanged 58
		SP:Iteration 65Q (122355.260000 sec): 3 clusters
  Score: Raw -3629007.664042 + Penalty 3348.082973 = -3625659.581069
  nChanged 62
		SP:Iteration 66Q (122355.550000 sec): 3 clusters
  Score: Raw -3629012.935065 + Penalty 3348.082973 = -3625664.852092
  nChanged 63
		SP:Iteration 67Q (122355.870000 sec): 3 clusters
  Score: Raw -3629018.238577 + Penalty 3348.082973 = -3625670.155604
  nChanged 53
		SP:Iteration 68Q (122356.190000 sec): 3 clusters
  Score: Raw -3629022.808615 + Penalty 3348.082973 = -3625674.725642
  nChanged 57
		SP:Iteration 69Q (122356.490000 sec): 3 clusters
  Score: Raw -3629027.811732 + Penalty 3348.082973 = -3625679.728759
  nChanged 57
		SP:Iteration 70Q (122356.820000 sec): 3 clusters
  Score: Raw -3629032.745298 + Penalty 3348.082973 = -3625684.662325
  nChanged 57
		SP:Iteration 71Q (122357.150000 sec): 3 clusters
  Score: Raw -3629037.299522 + Penalty 3348.082973 = -3625689.216549
  nChanged 51
		SP:Iteration 72Q (122357.480000 sec): 3 clusters
  Score: Raw -3629041.519229 + Penalty 3348.082973 = -3625693.436256
  nChanged 53
		SP:Iteration 73Q (122357.820000 sec): 3 clusters
  Score: Raw -3629046.120345 + Penalty 3348.082973 = -3625698.037372
  nChanged 51
		SP:Iteration 74Q (122358.120000 sec): 3 clusters
  Score: Raw -3629049.405404 + Penalty 3348.082973 = -3625701.322431
  nChanged 46
		SP:Iteration 75Q (122358.390000 sec): 3 clusters
  Score: Raw -3629053.684344 + Penalty 3348.082973 = -3625705.601371
  nChanged 53
		SP:Iteration 76Q (122358.700000 sec): 3 clusters
  Score: Raw -3629057.716024 + Penalty 3348.082973 = -3625709.633051
  nChanged 50
		SP:Iteration 77Q (122358.970000 sec): 3 clusters
  Score: Raw -3629062.271738 + Penalty 3348.082973 = -3625714.188765
  nChanged 59
		SP:Iteration 78Q (122359.310000 sec): 3 clusters
  Score: Raw -3629066.883406 + Penalty 3348.082973 = -3625718.800433
  nChanged 48
		SP:Iteration 79Q (122359.620000 sec): 3 clusters
  Score: Raw -3629070.383427 + Penalty 3348.082973 = -3625722.300454
  nChanged 56
		SP:Iteration 80F (122359.960000 sec): 3 clusters
  Score: Raw -3629074.428795 + Penalty 3348.082973 = -3625726.345822
  nChanged 52
		SP:Iteration 81Q (122360.270000 sec): 3 clusters
  Score: Raw -3629077.647793 + Penalty 3348.082973 = -3625729.564819
  nChanged 43
		SP:Iteration 82Q (122360.550000 sec): 3 clusters
  Score: Raw -3629080.645858 + Penalty 3348.082973 = -3625732.562885
  nChanged 47
		SP:Iteration 83Q (122360.860000 sec): 3 clusters
  Score: Raw -3629083.939314 + Penalty 3348.082973 = -3625735.856341
  nChanged 47
		SP:Iteration 84Q (122361.140000 sec): 3 clusters
  Score: Raw -3629087.022022 + Penalty 3348.082973 = -3625738.939048
  nChanged 41
		SP:Iteration 85Q (122361.370000 sec): 3 clusters
  Score: Raw -3629090.178803 + Penalty 3348.082973 = -3625742.095830
  nChanged 50
		SP:Iteration 86Q (122361.690000 sec): 3 clusters
  Score: Raw -3629093.714124 + Penalty 3348.082973 = -3625745.631150
  nChanged 47
		SP:Iteration 87Q (122361.970000 sec): 3 clusters
  Score: Raw -3629097.767388 + Penalty 3348.082973 = -3625749.684415
  nChanged 67
		SP:Iteration 88Q (122362.250000 sec): 3 clusters
  Score: Raw -3629105.048624 + Penalty 3348.082973 = -3625756.965651
  nChanged 76
		SP:Iteration 89Q (122362.550000 sec): 3 clusters
  Score: Raw -3629114.336059 + Penalty 3348.082973 = -3625766.253086
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  Score: Raw -3629124.765666 + Penalty 3348.082973 = -3625776.682693
  nChanged 92
		SP:Iteration 91Q (122363.170000 sec): 3 clusters
  Score: Raw -3629135.827509 + Penalty 3348.082973 = -3625787.744536
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		SP:Iteration 92Q (122363.500000 sec): 3 clusters
  Score: Raw -3629147.016388 + Penalty 3348.082973 = -3625798.933415
  nChanged 117
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  Score: Raw -3629162.829873 + Penalty 3348.082973 = -3625814.746900
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		SP:Iteration 94Q (122364.120000 sec): 3 clusters
  Score: Raw -3629177.740579 + Penalty 3348.082973 = -3625829.657606
  nChanged 106
		SP:Iteration 95Q (122364.410000 sec): 3 clusters
  Score: Raw -3629191.669882 + Penalty 3348.082973 = -3625843.586909
  nChanged 103
		SP:Iteration 96Q (122364.720000 sec): 3 clusters
  Score: Raw -3629205.417053 + Penalty 3348.082973 = -3625857.334080
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		SP:Iteration 97Q (122365.030000 sec): 3 clusters
  Score: Raw -3629222.612122 + Penalty 3348.082973 = -3625874.529149
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  Score: Raw -3629235.027314 + Penalty 3348.082973 = -3625886.944341
  nChanged 99
		SP:Iteration 99Q (122365.610000 sec): 3 clusters
  Score: Raw -3629247.243228 + Penalty 3348.082973 = -3625899.160255
  nChanged 97
		SP:Iteration 100F (122365.890000 sec): 3 clusters
  Score: Raw -3629257.379591 + Penalty 3348.082973 = -3625909.296618
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		SP:Iteration 101Q (122366.170000 sec): 3 clusters
  Score: Raw -3629267.905673 + Penalty 3348.082973 = -3625919.822700
  nChanged 93
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  Score: Raw -3629278.398427 + Penalty 3348.082973 = -3625930.315454
  nChanged 94
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  Score: Raw -3629288.239166 + Penalty 3348.082973 = -3625940.156193
  nChanged 92
		SP:Iteration 104Q (122367.040000 sec): 3 clusters
  Score: Raw -3629298.283345 + Penalty 3348.082973 = -3625950.200372
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		SP:Iteration 105Q (122367.320000 sec): 3 clusters
  Score: Raw -3629306.622029 + Penalty 3348.082973 = -3625958.539056
  nChanged 81
		SP:Iteration 106Q (122367.600000 sec): 3 clusters
  Score: Raw -3629315.522979 + Penalty 3348.082973 = -3625967.440005
  nChanged 89
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  Score: Raw -3629326.802648 + Penalty 3348.082973 = -3625978.719675
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  Score: Raw -3629343.264816 + Penalty 3348.082973 = -3625995.181842
  nChanged 115
		SP:Iteration 109Q (122368.420000 sec): 3 clusters
  Score: Raw -3629358.915164 + Penalty 3348.082973 = -3626010.832191
  nChanged 114
		SP:Iteration 110Q (122368.720000 sec): 3 clusters
  Score: Raw -3629375.919637 + Penalty 3348.082973 = -3626027.836664
  nChanged 121
		SP:Iteration 111Q (122369.010000 sec): 3 clusters
  Score: Raw -3629395.891613 + Penalty 3348.082973 = -3626047.808640
  nChanged 140
		SP:Iteration 112Q (122369.360000 sec): 3 clusters
  Score: Raw -3629422.194006 + Penalty 3348.082973 = -3626074.111033
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		SP:Iteration 113Q (122369.690000 sec): 3 clusters
  Score: Raw -3629452.691214 + Penalty 3348.082973 = -3626104.608240
  nChanged 166
		SP:Iteration 114Q (122369.990000 sec): 3 clusters
  Score: Raw -3629491.404416 + Penalty 3348.082973 = -3626143.321443
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		SP:Iteration 115Q (122370.260000 sec): 3 clusters
  Score: Raw -3629546.151955 + Penalty 3348.082973 = -3626198.068982
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		SP:Iteration 116Q (122370.610000 sec): 3 clusters
  Score: Raw -3629607.081844 + Penalty 3348.082973 = -3626258.998871
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		SP:Iteration 117Q (122370.910000 sec): 3 clusters
  Score: Raw -3629675.558825 + Penalty 3348.082973 = -3626327.475851
  nChanged 227
		SP:Iteration 118Q (122371.160000 sec): 3 clusters
  Score: Raw -3629753.731038 + Penalty 3348.082973 = -3626405.648065
  nChanged 241
		SP:Iteration 119Q (122371.460000 sec): 3 clusters
  Score: Raw -3629837.957565 + Penalty 3348.082973 = -3626489.874592
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		SP:Iteration 120F (122371.760000 sec): 3 clusters
  Score: Raw -3629903.261328 + Penalty 3348.082973 = -3626555.178355
  nChanged 205
		SP:Iteration 121Q (122372.050000 sec): 3 clusters
  Score: Raw -3629955.191531 + Penalty 3348.082973 = -3626607.108558
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  Score: Raw -3630012.459876 + Penalty 3348.082973 = -3626664.376903
  nChanged 217
		SP:Iteration 123Q (122372.600000 sec): 3 clusters
  Score: Raw -3630069.168537 + Penalty 3348.082973 = -3626721.085564
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		SP:Iteration 124Q (122372.870000 sec): 3 clusters
  Score: Raw -3630124.279465 + Penalty 3348.082973 = -3626776.196491
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  Score: Raw -3630177.649349 + Penalty 3348.082973 = -3626829.566376
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  Score: Raw -3630229.220003 + Penalty 3348.082973 = -3626881.137030
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		SP:Iteration 127Q (122373.730000 sec): 3 clusters
  Score: Raw -3630269.476936 + Penalty 3348.082973 = -3626921.393963
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		SP:Iteration 128Q (122373.970000 sec): 3 clusters
  Score: Raw -3630302.292804 + Penalty 3348.082973 = -3626954.209831
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		SP:Iteration 129Q (122374.290000 sec): 3 clusters
  Score: Raw -3630331.217693 + Penalty 3348.082973 = -3626983.134720
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		SP:Iteration 130Q (122374.570000 sec): 3 clusters
  Score: Raw -3630355.865379 + Penalty 3348.082973 = -3627007.782405
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		SP:Iteration 131Q (122374.860000 sec): 3 clusters
  Score: Raw -3630380.401178 + Penalty 3348.082973 = -3627032.318205
  nChanged 133
		SP:Iteration 132Q (122375.120000 sec): 3 clusters
  Score: Raw -3630409.100390 + Penalty 3348.082973 = -3627061.017417
  nChanged 149
		SP:Iteration 133Q (122375.410000 sec): 3 clusters
  Score: Raw -3630443.211819 + Penalty 3348.082973 = -3627095.128846
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  Score: Raw -3630480.126658 + Penalty 3348.082973 = -3627132.043685
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		SP:Iteration 135Q (122375.900000 sec): 3 clusters
  Score: Raw -3630512.438114 + Penalty 3348.082973 = -3627164.355141
  nChanged 144
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  Score: Raw -3630543.506850 + Penalty 3348.082973 = -3627195.423877
  nChanged 144
		SP:Iteration 137Q (122376.460000 sec): 3 clusters
  Score: Raw -3630577.642631 + Penalty 3348.082973 = -3627229.559658
  nChanged 153
		SP:Iteration 138Q (122376.750000 sec): 3 clusters
  Score: Raw -3630615.452476 + Penalty 3348.082973 = -3627267.369503
  nChanged 162
		SP:Iteration 139Q (122377.070000 sec): 3 clusters
  Score: Raw -3630656.838917 + Penalty 3348.082973 = -3627308.755944
  nChanged 150
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  Score: Raw -3630694.266598 + Penalty 3348.082973 = -3627346.183625
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  Score: Raw -3630733.247286 + Penalty 3348.082973 = -3627385.164313
  nChanged 142
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  Score: Raw -3630770.453686 + Penalty 3348.082973 = -3627422.370713
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  Score: Raw -3630804.794465 + Penalty 3348.082973 = -3627456.711492
  nChanged 131
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  Score: Raw -3630837.133857 + Penalty 3348.082973 = -3627489.050884
  nChanged 150
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  Score: Raw -3630877.393782 + Penalty 3348.082973 = -3627529.310809
  nChanged 141
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  Score: Raw -3630909.747361 + Penalty 3348.082973 = -3627561.664388
  nChanged 120
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  Score: Raw -3630935.606594 + Penalty 3348.082973 = -3627587.523621
  nChanged 122
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  Score: Raw -3630964.360118 + Penalty 3348.082973 = -3627616.277145
  nChanged 128
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  Score: Raw -3630998.737219 + Penalty 3348.082973 = -3627650.654246
  nChanged 118
		SP:Iteration 150Q (122380.160000 sec): 3 clusters
  Score: Raw -3631028.454421 + Penalty 3348.082973 = -3627680.371448
  nChanged 118
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  Score: Raw -3631059.276275 + Penalty 3348.082973 = -3627711.193302
  nChanged 128
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  Score: Raw -3631097.441071 + Penalty 3348.082973 = -3627749.358098
  nChanged 140
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  Score: Raw -3631147.666447 + Penalty 3348.082973 = -3627799.583474
  nChanged 154
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  Score: Raw -3631204.719967 + Penalty 3348.082973 = -3627856.636994
  nChanged 153
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  Score: Raw -3631261.295384 + Penalty 3348.082973 = -3627913.212411
  nChanged 144
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  Score: Raw -3631313.672763 + Penalty 3348.082973 = -3627965.589790
  nChanged 157
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  Score: Raw -3631377.896633 + Penalty 3348.082973 = -3628029.813660
  nChanged 145
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  Score: Raw -3631434.975688 + Penalty 3348.082973 = -3628086.892715
  nChanged 130
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  Score: Raw -3631484.428554 + Penalty 3348.082973 = -3628136.345581
  nChanged 125
		SP:Iteration 160F (122383.110000 sec): 3 clusters
  Score: Raw -3631536.469998 + Penalty 3348.082973 = -3628188.387025
  nChanged 120
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  Score: Raw -3631581.531736 + Penalty 3348.082973 = -3628233.448763
  nChanged 97
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  Score: Raw -3631617.378905 + Penalty 3348.082973 = -3628269.295932
  nChanged 78
		SP:Iteration 163Q (122383.970000 sec): 3 clusters
  Score: Raw -3631644.844525 + Penalty 3348.082973 = -3628296.761552
  nChanged 65
		SP:Iteration 164Q (122384.260000 sec): 3 clusters
  Score: Raw -3631670.470326 + Penalty 3348.082973 = -3628322.387353
  nChanged 65
		SP:Iteration 165Q (122384.510000 sec): 3 clusters
  Score: Raw -3631696.167396 + Penalty 3348.082973 = -3628348.084423
  nChanged 50
		SP:Iteration 166Q (122384.810000 sec): 3 clusters
  Score: Raw -3631718.094889 + Penalty 3348.082973 = -3628370.011916
  nChanged 57
		SP:Iteration 167Q (122385.110000 sec): 3 clusters
  Score: Raw -3631742.350907 + Penalty 3348.082973 = -3628394.267934
  nChanged 55
		SP:Iteration 168Q (122385.390000 sec): 3 clusters
  Score: Raw -3631767.208140 + Penalty 3348.082973 = -3628419.125167
  nChanged 50
		SP:Iteration 169Q (122385.680000 sec): 3 clusters
  Score: Raw -3631790.753536 + Penalty 3348.082973 = -3628442.670563
  nChanged 52
		SP:Iteration 170Q (122385.990000 sec): 3 clusters
  Score: Raw -3631811.580888 + Penalty 3348.082973 = -3628463.497915
  nChanged 32
		SP:Iteration 171Q (122386.280000 sec): 3 clusters
  Score: Raw -3631823.925355 + Penalty 3348.082973 = -3628475.842382
  nChanged 29
		SP:Iteration 172Q (122386.590000 sec): 3 clusters
  Score: Raw -3631835.577070 + Penalty 3348.082973 = -3628487.494097
  nChanged 22
		SP:Iteration 173Q (122386.820000 sec): 3 clusters
  Score: Raw -3631845.587241 + Penalty 3348.082973 = -3628497.504268
  nChanged 17
		SP:Iteration 174Q (122387.130000 sec): 3 clusters
  Score: Raw -3631854.353466 + Penalty 3348.082973 = -3628506.270493
  nChanged 18
		SP:Iteration 175Q (122387.360000 sec): 3 clusters
  Score: Raw -3631861.855485 + Penalty 3348.082973 = -3628513.772512
  nChanged 17
		SP:Iteration 176Q (122387.650000 sec): 3 clusters
  Score: Raw -3631867.616176 + Penalty 3348.082973 = -3628519.533202
  nChanged 12
		SP:Iteration 177Q (122387.910000 sec): 3 clusters
  Score: Raw -3631871.367828 + Penalty 3348.082973 = -3628523.284854
  nChanged 5
		SP:Iteration 178Q (122388.220000 sec): 3 clusters
  Score: Raw -3631873.433219 + Penalty 3348.082973 = -3628525.350246
  nChanged 7
		SP:Iteration 179Q (122388.480000 sec): 3 clusters
  Score: Raw -3631876.542525 + Penalty 3348.082973 = -3628528.459552
  nChanged 5
		SP:Iteration 180F (122388.810000 sec): 3 clusters
  Score: Raw -3631878.078483 + Penalty 3348.082973 = -3628529.995510
  nChanged 5
		SP:Iteration 181Q (122389.060000 sec): 3 clusters
  Score: Raw -3631879.257455 + Penalty 3348.082973 = -3628531.174482
  nChanged 4
		SP:Iteration 182Q (122389.330000 sec): 3 clusters
  Score: Raw -3631880.515375 + Penalty 3348.082973 = -3628532.432402
  nChanged 5
		SP:Iteration 183Q (122389.610000 sec): 3 clusters
  Score: Raw -3631882.064552 + Penalty 3348.082973 = -3628533.981579
  nChanged 6
		SP:Iteration 184Q (122389.880000 sec): 3 clusters
  Score: Raw -3631883.747881 + Penalty 3348.082973 = -3628535.664908
  nChanged 8
		SP:Iteration 185Q (122390.130000 sec): 3 clusters
  Score: Raw -3631886.285617 + Penalty 3348.082973 = -3628538.202644
  nChanged 6
		SP:Iteration 186Q (122390.470000 sec): 3 clusters
  Score: Raw -3631888.641384 + Penalty 3348.082973 = -3628540.558411
  nChanged 7
		SP:Iteration 187Q (122390.730000 sec): 3 clusters
  Score: Raw -3631891.201125 + Penalty 3348.082973 = -3628543.118152
  nChanged 2
		SP:Iteration 188Q (122391.020000 sec): 3 clusters
  Score: Raw -3631891.519165 + Penalty 3348.082973 = -3628543.436192
  nChanged 1
		SP:Iteration 189Q (122391.350000 sec): 3 clusters
  Score: Raw -3631891.715173 + Penalty 3348.082973 = -3628543.632200
  nChanged 1
		SP:Iteration 190Q (122391.670000 sec): 3 clusters
  Score: Raw -3631891.833658 + Penalty 3348.082973 = -3628543.750685
  nChanged 0
		SP:Iteration 191F (122391.960000 sec): 3 clusters
  Score: Raw -3631891.833658 + Penalty 3348.082973 = -3628543.750685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122392.100000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122392.220000 sec): 3 clusters
  Score: Raw -12807.888872 + Penalty 1598.993801 = -11208.895071
  nChanged 16
		SP:Iteration 1F (122392.360000 sec): 3 clusters
  Score: Raw -12891.901363 + Penalty 1598.993801 = -11292.907562
  nChanged 3
		SP:Iteration 2Q (122392.520000 sec): 3 clusters
  Score: Raw -12902.350529 + Penalty 1598.993801 = -11303.356729
  nChanged 2
		SP:Iteration 3Q (122392.720000 sec): 3 clusters
  Score: Raw -12911.165792 + Penalty 1598.993801 = -11312.171991
  nChanged 1
		SP:Iteration 4Q (122392.840000 sec): 3 clusters
  Score: Raw -12919.478874 + Penalty 1598.993801 = -11320.485073
  nChanged 2
		SP:Iteration 5Q (122393.020000 sec): 3 clusters
  Score: Raw -12927.963026 + Penalty 1598.993801 = -11328.969225
  nChanged 0
		SP:Iteration 6F (122393.170000 sec): 3 clusters
  Score: Raw -12927.963026 + Penalty 1598.993801 = -11328.969225
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122393.250000 sec): 2 clusters
  Score: Raw -690936.811412 + Penalty 1404.793415 = -689532.017997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122393.470000 sec): 3 clusters
  Score: Raw -687912.953744 + Penalty 2809.586830 = -685103.366914
  nChanged 2328
		SP:Iteration 1F (122393.670000 sec): 3 clusters
  Score: Raw -689177.576270 + Penalty 2809.586830 = -686367.989440
  nChanged 390
		SP:Iteration 2F (122393.860000 sec): 3 clusters
  Score: Raw -689388.092060 + Penalty 2809.586830 = -686578.505230
  nChanged 300
		SP:Iteration 3F (122394.020000 sec): 3 clusters
  Score: Raw -689534.455223 + Penalty 2809.586830 = -686724.868393
  nChanged 243
		SP:Iteration 4Q (122394.200000 sec): 3 clusters
  Score: Raw -689630.631759 + Penalty 2809.586830 = -686821.044930
  nChanged 164
		SP:Iteration 5Q (122394.380000 sec): 3 clusters
  Score: Raw -689683.964194 + Penalty 2809.586830 = -686874.377364
  nChanged 134
		SP:Iteration 6Q (122394.540000 sec): 3 clusters
  Score: Raw -689724.749087 + Penalty 2809.586830 = -686915.162257
  nChanged 99
		SP:Iteration 7Q (122394.740000 sec): 3 clusters
  Score: Raw -689749.238849 + Penalty 2809.586830 = -686939.652019
  nChanged 61
		SP:Iteration 8Q (122394.920000 sec): 3 clusters
  Score: Raw -689764.895285 + Penalty 2809.586830 = -686955.308455
  nChanged 51
		SP:Iteration 9Q (122395.100000 sec): 3 clusters
  Score: Raw -689779.181019 + Penalty 2809.586830 = -686969.594190
  nChanged 50
		SP:Iteration 10Q (122395.260000 sec): 3 clusters
  Score: Raw -689790.864122 + Penalty 2809.586830 = -686981.277292
  nChanged 41
		SP:Iteration 11Q (122395.460000 sec): 3 clusters
  Score: Raw -689801.622737 + Penalty 2809.586830 = -686992.035908
  nChanged 41
		SP:Iteration 12Q (122395.600000 sec): 3 clusters
  Score: Raw -689810.630021 + Penalty 2809.586830 = -687001.043191
  nChanged 32
		SP:Iteration 13Q (122395.790000 sec): 3 clusters
  Score: Raw -689817.452643 + Penalty 2809.586830 = -687007.865814
  nChanged 32
		SP:Iteration 14Q (122396.000000 sec): 3 clusters
  Score: Raw -689826.023921 + Penalty 2809.586830 = -687016.437092
  nChanged 49
		SP:Iteration 15Q (122396.170000 sec): 3 clusters
  Score: Raw -689836.817299 + Penalty 2809.586830 = -687027.230469
  nChanged 47
		SP:Iteration 16Q (122396.360000 sec): 3 clusters
  Score: Raw -689848.493034 + Penalty 2809.586830 = -687038.906205
  nChanged 43
		SP:Iteration 17Q (122396.570000 sec): 3 clusters
  Score: Raw -689859.003638 + Penalty 2809.586830 = -687049.416808
  nChanged 31
		SP:Iteration 18Q (122396.730000 sec): 3 clusters
  Score: Raw -689866.218851 + Penalty 2809.586830 = -687056.632021
  nChanged 31
		SP:Iteration 19Q (122396.960000 sec): 3 clusters
  Score: Raw -689873.301028 + Penalty 2809.586830 = -687063.714198
  nChanged 27
		SP:Iteration 20F (122397.100000 sec): 3 clusters
  Score: Raw -689882.330611 + Penalty 2809.586830 = -687072.743782
  nChanged 33
		SP:Iteration 21Q (122397.330000 sec): 3 clusters
  Score: Raw -689889.451223 + Penalty 2809.586830 = -687079.864394
  nChanged 34
		SP:Iteration 22Q (122397.500000 sec): 3 clusters
  Score: Raw -689898.802393 + Penalty 2809.586830 = -687089.215563
  nChanged 37
		SP:Iteration 23Q (122397.700000 sec): 3 clusters
  Score: Raw -689907.633287 + Penalty 2809.586830 = -687098.046457
  nChanged 40
		SP:Iteration 24Q (122397.880000 sec): 3 clusters
  Score: Raw -689918.372635 + Penalty 2809.586830 = -687108.785806
  nChanged 45
		SP:Iteration 25Q (122398.050000 sec): 3 clusters
  Score: Raw -689930.410048 + Penalty 2809.586830 = -687120.823218
  nChanged 53
		SP:Iteration 26Q (122398.250000 sec): 3 clusters
  Score: Raw -689946.687043 + Penalty 2809.586830 = -687137.100213
  nChanged 52
		SP:Iteration 27Q (122398.430000 sec): 3 clusters
  Score: Raw -689963.063483 + Penalty 2809.586830 = -687153.476653
  nChanged 61
		SP:Iteration 28Q (122398.610000 sec): 3 clusters
  Score: Raw -689983.300431 + Penalty 2809.586830 = -687173.713601
  nChanged 65
		SP:Iteration 29Q (122398.800000 sec): 3 clusters
  Score: Raw -690004.290922 + Penalty 2809.586830 = -687194.704093
  nChanged 87
		SP:Iteration 30Q (122398.990000 sec): 3 clusters
  Score: Raw -690033.516047 + Penalty 2809.586830 = -687223.929217
  nChanged 108
		SP:Iteration 31Q (122399.180000 sec): 3 clusters
  Score: Raw -690074.853015 + Penalty 2809.586830 = -687265.266186
  nChanged 112
		SP:Iteration 32Q (122399.330000 sec): 3 clusters
  Score: Raw -690119.443780 + Penalty 2809.586830 = -687309.856950
  nChanged 132
		SP:Iteration 33Q (122399.560000 sec): 3 clusters
  Score: Raw -690176.757190 + Penalty 2809.586830 = -687367.170361
  nChanged 136
		SP:Iteration 34Q (122399.710000 sec): 3 clusters
  Score: Raw -690240.630028 + Penalty 2809.586830 = -687431.043199
  nChanged 148
		SP:Iteration 35Q (122399.920000 sec): 3 clusters
  Score: Raw -690315.745244 + Penalty 2809.586830 = -687506.158414
  nChanged 168
		SP:Iteration 36Q (122400.050000 sec): 3 clusters
  Score: Raw -690409.196531 + Penalty 2809.586830 = -687599.609702
  nChanged 158
		SP:Iteration 37Q (122400.250000 sec): 3 clusters
  Score: Raw -690509.274760 + Penalty 2809.586830 = -687699.687930
  nChanged 157
		SP:Iteration 38Q (122400.450000 sec): 3 clusters
  Score: Raw -690612.440001 + Penalty 2809.586830 = -687802.853171
  nChanged 161
		SP:Iteration 39Q (122400.630000 sec): 3 clusters
  Score: Raw -690715.309148 + Penalty 2809.586830 = -687905.722318
  nChanged 149
		SP:Iteration 40F (122400.810000 sec): 3 clusters
  Score: Raw -690818.468947 + Penalty 2809.586830 = -688008.882118
  nChanged 103
		SP:Iteration 41Q (122401.000000 sec): 3 clusters
  Score: Raw -690901.968503 + Penalty 2809.586830 = -688092.381674
  nChanged 81
		SP:Iteration 42Q (122401.210000 sec): 3 clusters
  Score: Raw -690966.536723 + Penalty 2809.586830 = -688156.949893
  nChanged 64
		SP:Iteration 43Q (122401.420000 sec): 3 clusters
  Score: Raw -691022.634851 + Penalty 2809.586830 = -688213.048022
  nChanged 54
		SP:Iteration 44Q (122401.600000 sec): 3 clusters
  Score: Raw -691061.117527 + Penalty 2809.586830 = -688251.530698
  nChanged 36
		SP:Iteration 45Q (122401.760000 sec): 3 clusters
  Score: Raw -691095.789625 + Penalty 2809.586830 = -688286.202795
  nChanged 38
		SP:Iteration 46Q (122401.930000 sec): 3 clusters
  Score: Raw -691126.887668 + Penalty 2809.586830 = -688317.300839
  nChanged 29
		SP:Iteration 47Q (122402.100000 sec): 3 clusters
  Score: Raw -691152.047275 + Penalty 2809.586830 = -688342.460446
  nChanged 22
		SP:Iteration 48Q (122402.280000 sec): 3 clusters
  Score: Raw -691170.475606 + Penalty 2809.586830 = -688360.888777
  nChanged 25
		SP:Iteration 49Q (122402.460000 sec): 3 clusters
  Score: Raw -691187.794096 + Penalty 2809.586830 = -688378.207267
  nChanged 23
		SP:Iteration 50Q (122402.640000 sec): 3 clusters
  Score: Raw -691210.591031 + Penalty 2809.586830 = -688401.004201
  nChanged 13
		SP:Iteration 51Q (122402.840000 sec): 3 clusters
  Score: Raw -691229.176940 + Penalty 2809.586830 = -688419.590110
  nChanged 16
		SP:Iteration 52Q (122403.020000 sec): 3 clusters
  Score: Raw -691252.134837 + Penalty 2809.586830 = -688442.548007
  nChanged 10
		SP:Iteration 53Q (122403.220000 sec): 3 clusters
  Score: Raw -691268.678091 + Penalty 2809.586830 = -688459.091262
  nChanged 10
		SP:Iteration 54Q (122403.380000 sec): 3 clusters
  Score: Raw -691276.254877 + Penalty 2809.586830 = -688466.668047
  nChanged 5
		SP:Iteration 55Q (122403.560000 sec): 3 clusters
  Score: Raw -691279.617311 + Penalty 2809.586830 = -688470.030482
  nChanged 2
		SP:Iteration 56Q (122403.750000 sec): 3 clusters
  Score: Raw -691282.052979 + Penalty 2809.586830 = -688472.466149
  nChanged 3
		SP:Iteration 57Q (122403.980000 sec): 3 clusters
  Score: Raw -691284.452958 + Penalty 2809.586830 = -688474.866129
  nChanged 1
		SP:Iteration 58Q (122404.190000 sec): 3 clusters
  Score: Raw -691285.041704 + Penalty 2809.586830 = -688475.454874
  nChanged 1
		SP:Iteration 59Q (122404.360000 sec): 3 clusters
  Score: Raw -691285.433562 + Penalty 2809.586830 = -688475.846732
  nChanged 0
		SP:Iteration 60F (122404.540000 sec): 3 clusters
  Score: Raw -691285.433562 + Penalty 2809.586830 = -688475.846732
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122404.640000 sec): 2 clusters
  Score: Raw -592817.413470 + Penalty 1392.435919 = -591424.977551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122404.850000 sec): 3 clusters
  Score: Raw -590071.006363 + Penalty 2784.871838 = -587286.134525
  nChanged 2165
		SP:Iteration 1F (122405.030000 sec): 3 clusters
  Score: Raw -591278.373316 + Penalty 2784.871838 = -588493.501478
  nChanged 374
		SP:Iteration 2F (122405.240000 sec): 3 clusters
  Score: Raw -591457.453273 + Penalty 2784.871838 = -588672.581435
  nChanged 264
		SP:Iteration 3F (122405.360000 sec): 3 clusters
  Score: Raw -591578.412180 + Penalty 2784.871838 = -588793.540342
  nChanged 209
		SP:Iteration 4Q (122405.570000 sec): 3 clusters
  Score: Raw -591680.773994 + Penalty 2784.871838 = -588895.902156
  nChanged 197
		SP:Iteration 5Q (122405.750000 sec): 3 clusters
  Score: Raw -591798.939569 + Penalty 2784.871838 = -589014.067731
  nChanged 224
		SP:Iteration 6Q (122405.920000 sec): 3 clusters
  Score: Raw -591995.012322 + Penalty 2784.871838 = -589210.140484
  nChanged 303
		SP:Iteration 7F (122406.120000 sec): 3 clusters
  Score: Raw -592313.960184 + Penalty 2784.871838 = -589529.088346
  nChanged 347
		SP:Iteration 8F (122406.280000 sec): 3 clusters
  Score: Raw -592677.756250 + Penalty 2784.871838 = -589892.884412
  nChanged 357
		SP:Iteration 9F (122406.440000 sec): 3 clusters
  Score: Raw -592997.987518 + Penalty 2784.871838 = -590213.115680
  nChanged 281
		SP:Iteration 10F (122406.640000 sec): 3 clusters
  Score: Raw -593177.325093 + Penalty 2784.871838 = -590392.453255
  nChanged 185
		SP:Iteration 11Q (122406.800000 sec): 3 clusters
  Score: Raw -593265.920571 + Penalty 2784.871838 = -590481.048733
  nChanged 123
		SP:Iteration 12Q (122406.980000 sec): 3 clusters
  Score: Raw -593326.128166 + Penalty 2784.871838 = -590541.256328
  nChanged 84
		SP:Iteration 13Q (122407.180000 sec): 3 clusters
  Score: Raw -593358.028770 + Penalty 2784.871838 = -590573.156932
  nChanged 52
		SP:Iteration 14Q (122407.390000 sec): 3 clusters
  Score: Raw -593372.959880 + Penalty 2784.871838 = -590588.088042
  nChanged 37
		SP:Iteration 15Q (122407.620000 sec): 3 clusters
  Score: Raw -593383.324414 + Penalty 2784.871838 = -590598.452576
  nChanged 32
		SP:Iteration 16Q (122407.810000 sec): 3 clusters
  Score: Raw -593391.174746 + Penalty 2784.871838 = -590606.302908
  nChanged 23
		SP:Iteration 17Q (122407.990000 sec): 3 clusters
  Score: Raw -593397.069302 + Penalty 2784.871838 = -590612.197464
  nChanged 17
		SP:Iteration 18Q (122408.170000 sec): 3 clusters
  Score: Raw -593401.746042 + Penalty 2784.871838 = -590616.874204
  nChanged 18
		SP:Iteration 19Q (122408.360000 sec): 3 clusters
  Score: Raw -593405.715327 + Penalty 2784.871838 = -590620.843489
  nChanged 7
		SP:Iteration 20F (122408.520000 sec): 3 clusters
  Score: Raw -593407.415167 + Penalty 2784.871838 = -590622.543329
  nChanged 4
		SP:Iteration 21Q (122408.700000 sec): 3 clusters
  Score: Raw -593408.151956 + Penalty 2784.871838 = -590623.280118
  nChanged 5
		SP:Iteration 22Q (122408.900000 sec): 3 clusters
  Score: Raw -593409.228322 + Penalty 2784.871838 = -590624.356484
  nChanged 6
		SP:Iteration 23Q (122409.070000 sec): 3 clusters
  Score: Raw -593410.313091 + Penalty 2784.871838 = -590625.441253
  nChanged 5
		SP:Iteration 24Q (122409.280000 sec): 3 clusters
  Score: Raw -593411.393935 + Penalty 2784.871838 = -590626.522097
  nChanged 5
		SP:Iteration 25Q (122409.500000 sec): 3 clusters
  Score: Raw -593412.500802 + Penalty 2784.871838 = -590627.628964
  nChanged 1
		SP:Iteration 26Q (122409.670000 sec): 3 clusters
  Score: Raw -593412.836223 + Penalty 2784.871838 = -590627.964385
  nChanged 2
		SP:Iteration 27Q (122409.890000 sec): 3 clusters
  Score: Raw -593413.146765 + Penalty 2784.871838 = -590628.274927
  nChanged 4
		SP:Iteration 28Q (122410.060000 sec): 3 clusters
  Score: Raw -593413.948285 + Penalty 2784.871838 = -590629.076447
  nChanged 3
		SP:Iteration 29Q (122410.280000 sec): 3 clusters
  Score: Raw -593414.422064 + Penalty 2784.871838 = -590629.550226
  nChanged 2
		SP:Iteration 30Q (122410.450000 sec): 3 clusters
  Score: Raw -593414.753087 + Penalty 2784.871838 = -590629.881249
  nChanged 1
		SP:Iteration 31Q (122410.610000 sec): 3 clusters
  Score: Raw -593414.914813 + Penalty 2784.871838 = -590630.042975
  nChanged 1
		SP:Iteration 32Q (122410.830000 sec): 3 clusters
  Score: Raw -593414.997392 + Penalty 2784.871838 = -590630.125554
  nChanged 0
		SP:Iteration 33F (122411.020000 sec): 3 clusters
  Score: Raw -593414.997392 + Penalty 2784.871838 = -590630.125554
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122411.090000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122411.220000 sec): 3 clusters
  Score: Raw -85125.046592 + Penalty 2186.025856 = -82939.020736
  nChanged 253
		SP:Iteration 1F (122411.390000 sec): 3 clusters
  Score: Raw -85486.193723 + Penalty 2186.025856 = -83300.167867
  nChanged 79
		SP:Iteration 2F (122411.540000 sec): 3 clusters
  Score: Raw -85668.494479 + Penalty 2186.025856 = -83482.468623
  nChanged 64
		SP:Iteration 3F (122411.720000 sec): 3 clusters
  Score: Raw -85816.302715 + Penalty 2186.025856 = -83630.276860
  nChanged 29
		SP:Iteration 4Q (122411.860000 sec): 3 clusters
  Score: Raw -85858.861072 + Penalty 2186.025856 = -83672.835216
  nChanged 20
		SP:Iteration 5Q (122412.000000 sec): 3 clusters
  Score: Raw -85894.400797 + Penalty 2186.025856 = -83708.374941
  nChanged 17
		SP:Iteration 6Q (122412.150000 sec): 3 clusters
  Score: Raw -85932.313522 + Penalty 2186.025856 = -83746.287666
  nChanged 19
		SP:Iteration 7Q (122412.360000 sec): 3 clusters
  Score: Raw -85968.863816 + Penalty 2186.025856 = -83782.837960
  nChanged 14
		SP:Iteration 8Q (122412.510000 sec): 3 clusters
  Score: Raw -85985.557504 + Penalty 2186.025856 = -83799.531648
  nChanged 7
		SP:Iteration 9Q (122412.690000 sec): 3 clusters
  Score: Raw -85995.842520 + Penalty 2186.025856 = -83809.816665
  nChanged 3
		SP:Iteration 10Q (122412.880000 sec): 3 clusters
  Score: Raw -85998.262128 + Penalty 2186.025856 = -83812.236272
  nChanged 1
		SP:Iteration 11Q (122413.050000 sec): 3 clusters
  Score: Raw -85999.057287 + Penalty 2186.025856 = -83813.031431
  nChanged 0
		SP:Iteration 12F (122413.210000 sec): 3 clusters
  Score: Raw -85999.057287 + Penalty 2186.025856 = -83813.031431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122413.290000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122413.450000 sec): 3 clusters
  Score: Raw -60652.526971 + Penalty 2024.266076 = -58628.260895
  nChanged 109
		SP:Iteration 1F (122413.610000 sec): 3 clusters
  Score: Raw -60813.036346 + Penalty 2024.266076 = -58788.770270
  nChanged 30
		SP:Iteration 2F (122413.730000 sec): 3 clusters
  Score: Raw -60878.596350 + Penalty 2024.266076 = -58854.330274
  nChanged 23
		SP:Iteration 3Q (122413.900000 sec): 3 clusters
  Score: Raw -60923.409920 + Penalty 2024.266076 = -58899.143844
  nChanged 17
		SP:Iteration 4Q (122414.030000 sec): 3 clusters
  Score: Raw -60961.850708 + Penalty 2024.266076 = -58937.584631
  nChanged 16
		SP:Iteration 5Q (122414.130000 sec): 3 clusters
  Score: Raw -60997.928747 + Penalty 2024.266076 = -58973.662671
  nChanged 10
		SP:Iteration 6Q (122414.270000 sec): 3 clusters
  Score: Raw -61014.055435 + Penalty 2024.266076 = -58989.789359
  nChanged 5
		SP:Iteration 7Q (122414.410000 sec): 3 clusters
  Score: Raw -61023.262809 + Penalty 2024.266076 = -58998.996733
  nChanged 3
		SP:Iteration 8Q (122414.510000 sec): 3 clusters
  Score: Raw -61025.874103 + Penalty 2024.266076 = -59001.608027
  nChanged 2
		SP:Iteration 9Q (122414.650000 sec): 3 clusters
  Score: Raw -61028.446161 + Penalty 2024.266076 = -59004.180085
  nChanged 0
		SP:Iteration 10F (122414.800000 sec): 3 clusters
  Score: Raw -61028.446161 + Penalty 2024.266076 = -59004.180085
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (16402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122414.960000 sec): 2 clusters
  Score: Raw -1872552.588629 + Penalty 1577.088266 = -1870975.500364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122415.170000 sec): 3 clusters
  Score: Raw -1862891.813665 + Penalty 3154.176531 = -1859737.637134
  nChanged 7259
		SP:Iteration 1F (122415.410000 sec): 3 clusters
  Score: Raw -1867086.726492 + Penalty 3154.176531 = -1863932.549960
  nChanged 1019
		SP:Iteration 2F (122415.630000 sec): 3 clusters
  Score: Raw -1867624.840082 + Penalty 3154.176531 = -1864470.663551
  nChanged 982
		SP:Iteration 3F (122415.850000 sec): 3 clusters
  Score: Raw -1868218.956062 + Penalty 3154.176531 = -1865064.779531
  nChanged 1044
		SP:Iteration 4F (122416.060000 sec): 3 clusters
  Score: Raw -1868903.287811 + Penalty 3154.176531 = -1865749.111280
  nChanged 1011
		SP:Iteration 5F (122416.320000 sec): 3 clusters
  Score: Raw -1869566.472768 + Penalty 3154.176531 = -1866412.296237
  nChanged 902
		SP:Iteration 6F (122416.570000 sec): 3 clusters
  Score: Raw -1870200.579537 + Penalty 3154.176531 = -1867046.403005
  nChanged 828
		SP:Iteration 7F (122416.800000 sec): 3 clusters
  Score: Raw -1870824.676779 + Penalty 3154.176531 = -1867670.500248
  nChanged 701
		SP:Iteration 8Q (122417.040000 sec): 3 clusters
  Score: Raw -1871274.072467 + Penalty 3154.176531 = -1868119.895935
  nChanged 593
		SP:Iteration 9Q (122417.290000 sec): 3 clusters
  Score: Raw -1871657.983109 + Penalty 3154.176531 = -1868503.806578
  nChanged 534
		SP:Iteration 10Q (122417.550000 sec): 3 clusters
  Score: Raw -1872055.177552 + Penalty 3154.176531 = -1868901.001021
  nChanged 486
		SP:Iteration 11Q (122417.780000 sec): 3 clusters
  Score: Raw -1872424.332841 + Penalty 3154.176531 = -1869270.156310
  nChanged 422
		SP:Iteration 12Q (122418.030000 sec): 3 clusters
  Score: Raw -1872778.352089 + Penalty 3154.176531 = -1869624.175558
  nChanged 402
		SP:Iteration 13Q (122418.270000 sec): 3 clusters
  Score: Raw -1873090.362537 + Penalty 3154.176531 = -1869936.186006
  nChanged 344
		SP:Iteration 14Q (122418.450000 sec): 3 clusters
  Score: Raw -1873325.185106 + Penalty 3154.176531 = -1870171.008575
  nChanged 272
		SP:Iteration 15Q (122418.680000 sec): 3 clusters
  Score: Raw -1873466.362220 + Penalty 3154.176531 = -1870312.185689
  nChanged 227
		SP:Iteration 16Q (122418.910000 sec): 3 clusters
  Score: Raw -1873554.760584 + Penalty 3154.176531 = -1870400.584053
  nChanged 156
		SP:Iteration 17Q (122419.130000 sec): 3 clusters
  Score: Raw -1873601.822950 + Penalty 3154.176531 = -1870447.646419
  nChanged 99
		SP:Iteration 18Q (122419.410000 sec): 3 clusters
  Score: Raw -1873630.215936 + Penalty 3154.176531 = -1870476.039405
  nChanged 79
		SP:Iteration 19Q (122419.640000 sec): 3 clusters
  Score: Raw -1873649.979772 + Penalty 3154.176531 = -1870495.803240
  nChanged 64
		SP:Iteration 20F (122419.830000 sec): 3 clusters
  Score: Raw -1873661.468034 + Penalty 3154.176531 = -1870507.291502
  nChanged 42
		SP:Iteration 21Q (122420.080000 sec): 3 clusters
  Score: Raw -1873669.654202 + Penalty 3154.176531 = -1870515.477671
  nChanged 39
		SP:Iteration 22Q (122420.290000 sec): 3 clusters
  Score: Raw -1873675.445929 + Penalty 3154.176531 = -1870521.269398
  nChanged 35
		SP:Iteration 23Q (122420.530000 sec): 3 clusters
  Score: Raw -1873680.183751 + Penalty 3154.176531 = -1870526.007220
  nChanged 24
		SP:Iteration 24Q (122420.760000 sec): 3 clusters
  Score: Raw -1873683.557714 + Penalty 3154.176531 = -1870529.381183
  nChanged 19
		SP:Iteration 25Q (122420.990000 sec): 3 clusters
  Score: Raw -1873685.409144 + Penalty 3154.176531 = -1870531.232613
  nChanged 14
		SP:Iteration 26Q (122421.220000 sec): 3 clusters
  Score: Raw -1873686.463102 + Penalty 3154.176531 = -1870532.286571
  nChanged 6
		SP:Iteration 27Q (122421.450000 sec): 3 clusters
  Score: Raw -1873686.969782 + Penalty 3154.176531 = -1870532.793251
  nChanged 6
		SP:Iteration 28Q (122421.720000 sec): 3 clusters
  Score: Raw -1873687.482523 + Penalty 3154.176531 = -1870533.305991
  nChanged 2
		SP:Iteration 29Q (122421.950000 sec): 3 clusters
  Score: Raw -1873687.595902 + Penalty 3154.176531 = -1870533.419371
  nChanged 1
		SP:Iteration 30Q (122422.190000 sec): 3 clusters
  Score: Raw -1873687.631717 + Penalty 3154.176531 = -1870533.455186
  nChanged 0
		SP:Iteration 31F (122422.450000 sec): 3 clusters
  Score: Raw -1873687.631717 + Penalty 3154.176531 = -1870533.455186
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122422.560000 sec): 2 clusters
  Score: Raw -1139469.763958 + Penalty 1486.608269 = -1137983.155688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122422.790000 sec): 3 clusters
  Score: Raw -1134185.955486 + Penalty 2973.216538 = -1131212.738948
  nChanged 4024
		SP:Iteration 1F (122422.960000 sec): 3 clusters
  Score: Raw -1136360.290239 + Penalty 2973.216538 = -1133387.073700
  nChanged 553
		SP:Iteration 2F (122423.150000 sec): 3 clusters
  Score: Raw -1136611.242024 + Penalty 2973.216538 = -1133638.025486
  nChanged 506
		SP:Iteration 3F (122423.350000 sec): 3 clusters
  Score: Raw -1136835.793204 + Penalty 2973.216538 = -1133862.576665
  nChanged 451
		SP:Iteration 4Q (122423.580000 sec): 3 clusters
  Score: Raw -1137072.086543 + Penalty 2973.216538 = -1134098.870005
  nChanged 445
		SP:Iteration 5Q (122423.830000 sec): 3 clusters
  Score: Raw -1137335.186872 + Penalty 2973.216538 = -1134361.970334
  nChanged 455
		SP:Iteration 6Q (122424.010000 sec): 3 clusters
  Score: Raw -1137644.128394 + Penalty 2973.216538 = -1134670.911856
  nChanged 486
		SP:Iteration 7F (122424.240000 sec): 3 clusters
  Score: Raw -1138010.595609 + Penalty 2973.216538 = -1135037.379071
  nChanged 518
		SP:Iteration 8F (122424.460000 sec): 3 clusters
  Score: Raw -1138437.981597 + Penalty 2973.216538 = -1135464.765059
  nChanged 419
		SP:Iteration 9Q (122424.690000 sec): 3 clusters
  Score: Raw -1138792.388440 + Penalty 2973.216538 = -1135819.171902
  nChanged 364
		SP:Iteration 10Q (122424.910000 sec): 3 clusters
  Score: Raw -1139086.250619 + Penalty 2973.216538 = -1136113.034080
  nChanged 289
		SP:Iteration 11Q (122425.120000 sec): 3 clusters
  Score: Raw -1139279.488527 + Penalty 2973.216538 = -1136306.271989
  nChanged 208
		SP:Iteration 12Q (122425.360000 sec): 3 clusters
  Score: Raw -1139437.227088 + Penalty 2973.216538 = -1136464.010550
  nChanged 178
		SP:Iteration 13Q (122425.560000 sec): 3 clusters
  Score: Raw -1139556.695833 + Penalty 2973.216538 = -1136583.479294
  nChanged 136
		SP:Iteration 14Q (122425.750000 sec): 3 clusters
  Score: Raw -1139651.229279 + Penalty 2973.216538 = -1136678.012740
  nChanged 121
		SP:Iteration 15Q (122425.960000 sec): 3 clusters
  Score: Raw -1139755.611005 + Penalty 2973.216538 = -1136782.394466
  nChanged 100
		SP:Iteration 16Q (122426.150000 sec): 3 clusters
  Score: Raw -1139863.965195 + Penalty 2973.216538 = -1136890.748657
  nChanged 90
		SP:Iteration 17Q (122426.350000 sec): 3 clusters
  Score: Raw -1139936.848252 + Penalty 2973.216538 = -1136963.631713
  nChanged 76
		SP:Iteration 18Q (122426.520000 sec): 3 clusters
  Score: Raw -1139987.956843 + Penalty 2973.216538 = -1137014.740305
  nChanged 65
		SP:Iteration 19Q (122426.700000 sec): 3 clusters
  Score: Raw -1140024.397710 + Penalty 2973.216538 = -1137051.181172
  nChanged 51
		SP:Iteration 20F (122426.920000 sec): 3 clusters
  Score: Raw -1140051.462024 + Penalty 2973.216538 = -1137078.245486
  nChanged 49
		SP:Iteration 21Q (122427.130000 sec): 3 clusters
  Score: Raw -1140074.572323 + Penalty 2973.216538 = -1137101.355785
  nChanged 36
		SP:Iteration 22Q (122427.370000 sec): 3 clusters
  Score: Raw -1140088.681880 + Penalty 2973.216538 = -1137115.465342
  nChanged 29
		SP:Iteration 23Q (122427.600000 sec): 3 clusters
  Score: Raw -1140101.777630 + Penalty 2973.216538 = -1137128.561091
  nChanged 24
		SP:Iteration 24Q (122427.780000 sec): 3 clusters
  Score: Raw -1140111.141359 + Penalty 2973.216538 = -1137137.924821
  nChanged 17
		SP:Iteration 25Q (122427.980000 sec): 3 clusters
  Score: Raw -1140118.544293 + Penalty 2973.216538 = -1137145.327754
  nChanged 12
		SP:Iteration 26Q (122428.170000 sec): 3 clusters
  Score: Raw -1140123.759644 + Penalty 2973.216538 = -1137150.543105
  nChanged 18
		SP:Iteration 27Q (122428.390000 sec): 3 clusters
  Score: Raw -1140132.892996 + Penalty 2973.216538 = -1137159.676458
  nChanged 19
		SP:Iteration 28Q (122428.630000 sec): 3 clusters
  Score: Raw -1140141.457786 + Penalty 2973.216538 = -1137168.241247
  nChanged 19
		SP:Iteration 29Q (122428.820000 sec): 3 clusters
  Score: Raw -1140149.098747 + Penalty 2973.216538 = -1137175.882209
  nChanged 18
		SP:Iteration 30Q (122429.030000 sec): 3 clusters
  Score: Raw -1140156.442574 + Penalty 2973.216538 = -1137183.226036
  nChanged 21
		SP:Iteration 31Q (122429.240000 sec): 3 clusters
  Score: Raw -1140167.396626 + Penalty 2973.216538 = -1137194.180087
  nChanged 27
		SP:Iteration 32Q (122429.430000 sec): 3 clusters
  Score: Raw -1140182.716812 + Penalty 2973.216538 = -1137209.500274
  nChanged 30
		SP:Iteration 33Q (122429.610000 sec): 3 clusters
  Score: Raw -1140197.942371 + Penalty 2973.216538 = -1137224.725833
  nChanged 30
		SP:Iteration 34Q (122429.810000 sec): 3 clusters
  Score: Raw -1140210.753019 + Penalty 2973.216538 = -1137237.536481
  nChanged 30
		SP:Iteration 35Q (122430.030000 sec): 3 clusters
  Score: Raw -1140223.055645 + Penalty 2973.216538 = -1137249.839106
  nChanged 20
		SP:Iteration 36Q (122430.210000 sec): 3 clusters
  Score: Raw -1140230.182118 + Penalty 2973.216538 = -1137256.965580
  nChanged 11
		SP:Iteration 37Q (122430.380000 sec): 3 clusters
  Score: Raw -1140234.952072 + Penalty 2973.216538 = -1137261.735534
  nChanged 11
		SP:Iteration 38Q (122430.560000 sec): 3 clusters
  Score: Raw -1140238.479609 + Penalty 2973.216538 = -1137265.263070
  nChanged 6
		SP:Iteration 39Q (122430.760000 sec): 3 clusters
  Score: Raw -1140240.944943 + Penalty 2973.216538 = -1137267.728405
  nChanged 6
		SP:Iteration 40F (122430.990000 sec): 3 clusters
  Score: Raw -1140243.474882 + Penalty 2973.216538 = -1137270.258343
  nChanged 4
		SP:Iteration 41Q (122431.170000 sec): 3 clusters
  Score: Raw -1140244.348988 + Penalty 2973.216538 = -1137271.132450
  nChanged 1
		SP:Iteration 42Q (122431.350000 sec): 3 clusters
  Score: Raw -1140244.551178 + Penalty 2973.216538 = -1137271.334639
  nChanged 1
		SP:Iteration 43Q (122431.480000 sec): 3 clusters
  Score: Raw -1140244.676079 + Penalty 2973.216538 = -1137271.459541
  nChanged 3
		SP:Iteration 44Q (122431.670000 sec): 3 clusters
  Score: Raw -1140245.570367 + Penalty 2973.216538 = -1137272.353828
  nChanged 0
		SP:Iteration 45F (122431.870000 sec): 3 clusters
  Score: Raw -1140245.570367 + Penalty 2973.216538 = -1137272.353828
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122431.970000 sec): 2 clusters
  Score: Raw -898900.087201 + Penalty 1450.148496 = -897449.938705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122432.210000 sec): 3 clusters
  Score: Raw -894754.820280 + Penalty 2900.296992 = -891854.523288
  nChanged 3115
		SP:Iteration 1F (122432.420000 sec): 3 clusters
  Score: Raw -896516.021703 + Penalty 2900.296992 = -893615.724711
  nChanged 573
		SP:Iteration 2F (122432.610000 sec): 3 clusters
  Score: Raw -896851.324306 + Penalty 2900.296992 = -893951.027314
  nChanged 465
		SP:Iteration 3F (122432.790000 sec): 3 clusters
  Score: Raw -897114.480914 + Penalty 2900.296992 = -894214.183922
  nChanged 398
		SP:Iteration 4F (122432.980000 sec): 3 clusters
  Score: Raw -897338.411034 + Penalty 2900.296992 = -894438.114042
  nChanged 333
		SP:Iteration 5Q (122433.160000 sec): 3 clusters
  Score: Raw -897527.796282 + Penalty 2900.296992 = -894627.499289
  nChanged 308
		SP:Iteration 6Q (122433.370000 sec): 3 clusters
  Score: Raw -897699.877694 + Penalty 2900.296992 = -894799.580702
  nChanged 295
		SP:Iteration 7Q (122433.550000 sec): 3 clusters
  Score: Raw -897871.660005 + Penalty 2900.296992 = -894971.363013
  nChanged 316
		SP:Iteration 8Q (122433.750000 sec): 3 clusters
  Score: Raw -898051.472712 + Penalty 2900.296992 = -895151.175720
  nChanged 260
		SP:Iteration 9Q (122433.960000 sec): 3 clusters
  Score: Raw -898201.666018 + Penalty 2900.296992 = -895301.369026
  nChanged 264
		SP:Iteration 10Q (122434.130000 sec): 3 clusters
  Score: Raw -898328.859413 + Penalty 2900.296992 = -895428.562421
  nChanged 234
		SP:Iteration 11Q (122434.300000 sec): 3 clusters
  Score: Raw -898437.947698 + Penalty 2900.296992 = -895537.650706
  nChanged 218
		SP:Iteration 12Q (122434.490000 sec): 3 clusters
  Score: Raw -898536.953336 + Penalty 2900.296992 = -895636.656344
  nChanged 167
		SP:Iteration 13Q (122434.700000 sec): 3 clusters
  Score: Raw -898625.153588 + Penalty 2900.296992 = -895724.856596
  nChanged 176
		SP:Iteration 14Q (122434.910000 sec): 3 clusters
  Score: Raw -898716.341711 + Penalty 2900.296992 = -895816.044719
  nChanged 162
		SP:Iteration 15Q (122435.090000 sec): 3 clusters
  Score: Raw -898805.375951 + Penalty 2900.296992 = -895905.078959
  nChanged 130
		SP:Iteration 16Q (122435.300000 sec): 3 clusters
  Score: Raw -898864.589502 + Penalty 2900.296992 = -895964.292510
  nChanged 125
		SP:Iteration 17Q (122435.520000 sec): 3 clusters
  Score: Raw -898922.553978 + Penalty 2900.296992 = -896022.256986
  nChanged 120
		SP:Iteration 18Q (122435.730000 sec): 3 clusters
  Score: Raw -898972.411277 + Penalty 2900.296992 = -896072.114285
  nChanged 114
		SP:Iteration 19Q (122435.900000 sec): 3 clusters
  Score: Raw -899022.934359 + Penalty 2900.296992 = -896122.637367
  nChanged 106
		SP:Iteration 20F (122436.080000 sec): 3 clusters
  Score: Raw -899064.425918 + Penalty 2900.296992 = -896164.128926
  nChanged 88
		SP:Iteration 21Q (122436.260000 sec): 3 clusters
  Score: Raw -899102.330698 + Penalty 2900.296992 = -896202.033706
  nChanged 95
		SP:Iteration 22Q (122436.450000 sec): 3 clusters
  Score: Raw -899142.922967 + Penalty 2900.296992 = -896242.625975
  nChanged 108
		SP:Iteration 23Q (122436.640000 sec): 3 clusters
  Score: Raw -899197.449084 + Penalty 2900.296992 = -896297.152092
  nChanged 110
		SP:Iteration 24Q (122436.820000 sec): 3 clusters
  Score: Raw -899257.026809 + Penalty 2900.296992 = -896356.729817
  nChanged 98
		SP:Iteration 25Q (122436.990000 sec): 3 clusters
  Score: Raw -899311.346270 + Penalty 2900.296992 = -896411.049278
  nChanged 77
		SP:Iteration 26Q (122437.180000 sec): 3 clusters
  Score: Raw -899359.270606 + Penalty 2900.296992 = -896458.973614
  nChanged 83
		SP:Iteration 27Q (122437.340000 sec): 3 clusters
  Score: Raw -899404.669139 + Penalty 2900.296992 = -896504.372147
  nChanged 76
		SP:Iteration 28Q (122437.530000 sec): 3 clusters
  Score: Raw -899448.026082 + Penalty 2900.296992 = -896547.729090
  nChanged 78
		SP:Iteration 29Q (122437.740000 sec): 3 clusters
  Score: Raw -899495.355518 + Penalty 2900.296992 = -896595.058526
  nChanged 83
		SP:Iteration 30Q (122437.900000 sec): 3 clusters
  Score: Raw -899538.743001 + Penalty 2900.296992 = -896638.446009
  nChanged 82
		SP:Iteration 31Q (122438.070000 sec): 3 clusters
  Score: Raw -899583.908755 + Penalty 2900.296992 = -896683.611763
  nChanged 63
		SP:Iteration 32Q (122438.250000 sec): 3 clusters
  Score: Raw -899619.292778 + Penalty 2900.296992 = -896718.995786
  nChanged 70
		SP:Iteration 33Q (122438.440000 sec): 3 clusters
  Score: Raw -899666.598464 + Penalty 2900.296992 = -896766.301472
  nChanged 67
		SP:Iteration 34Q (122438.600000 sec): 3 clusters
  Score: Raw -899697.886944 + Penalty 2900.296992 = -896797.589952
  nChanged 50
		SP:Iteration 35Q (122438.800000 sec): 3 clusters
  Score: Raw -899719.833492 + Penalty 2900.296992 = -896819.536500
  nChanged 47
		SP:Iteration 36Q (122439.020000 sec): 3 clusters
  Score: Raw -899738.054010 + Penalty 2900.296992 = -896837.757018
  nChanged 39
		SP:Iteration 37Q (122439.200000 sec): 3 clusters
  Score: Raw -899753.406111 + Penalty 2900.296992 = -896853.109119
  nChanged 32
		SP:Iteration 38Q (122439.400000 sec): 3 clusters
  Score: Raw -899766.143620 + Penalty 2900.296992 = -896865.846628
  nChanged 31
		SP:Iteration 39Q (122439.590000 sec): 3 clusters
  Score: Raw -899779.590674 + Penalty 2900.296992 = -896879.293682
  nChanged 28
		SP:Iteration 40F (122439.780000 sec): 3 clusters
  Score: Raw -899791.895602 + Penalty 2900.296992 = -896891.598610
  nChanged 30
		SP:Iteration 41Q (122439.990000 sec): 3 clusters
  Score: Raw -899802.473930 + Penalty 2900.296992 = -896902.176938
  nChanged 12
		SP:Iteration 42Q (122440.170000 sec): 3 clusters
  Score: Raw -899806.264834 + Penalty 2900.296992 = -896905.967842
  nChanged 11
		SP:Iteration 43Q (122440.350000 sec): 3 clusters
  Score: Raw -899809.438843 + Penalty 2900.296992 = -896909.141851
  nChanged 10
		SP:Iteration 44Q (122440.550000 sec): 3 clusters
  Score: Raw -899813.548930 + Penalty 2900.296992 = -896913.251938
  nChanged 10
		SP:Iteration 45Q (122440.700000 sec): 3 clusters
  Score: Raw -899817.347915 + Penalty 2900.296992 = -896917.050923
  nChanged 12
		SP:Iteration 46Q (122440.900000 sec): 3 clusters
  Score: Raw -899820.688706 + Penalty 2900.296992 = -896920.391714
  nChanged 15
		SP:Iteration 47Q (122441.090000 sec): 3 clusters
  Score: Raw -899826.059313 + Penalty 2900.296992 = -896925.762321
  nChanged 11
		SP:Iteration 48Q (122441.300000 sec): 3 clusters
  Score: Raw -899829.409060 + Penalty 2900.296992 = -896929.112068
  nChanged 8
		SP:Iteration 49Q (122441.480000 sec): 3 clusters
  Score: Raw -899831.528249 + Penalty 2900.296992 = -896931.231257
  nChanged 7
		SP:Iteration 50Q (122441.660000 sec): 3 clusters
  Score: Raw -899833.459574 + Penalty 2900.296992 = -896933.162582
  nChanged 3
		SP:Iteration 51Q (122441.810000 sec): 3 clusters
  Score: Raw -899834.310232 + Penalty 2900.296992 = -896934.013239
  nChanged 1
		SP:Iteration 52Q (122442.020000 sec): 3 clusters
  Score: Raw -899834.737994 + Penalty 2900.296992 = -896934.441002
  nChanged 1
		SP:Iteration 53Q (122442.180000 sec): 3 clusters
  Score: Raw -899834.862225 + Penalty 2900.296992 = -896934.565233
  nChanged 0
		SP:Iteration 54F (122442.380000 sec): 3 clusters
  Score: Raw -899834.862225 + Penalty 2900.296992 = -896934.565233
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122442.440000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122442.580000 sec): 3 clusters
  Score: Raw -23554.266722 + Penalty 1760.232631 = -21794.034091
  nChanged 39
		SP:Iteration 1F (122442.720000 sec): 3 clusters
  Score: Raw -23674.643025 + Penalty 1760.232631 = -21914.410394
  nChanged 15
		SP:Iteration 2F (122442.860000 sec): 3 clusters
  Score: Raw -23748.364346 + Penalty 1760.232631 = -21988.131716
  nChanged 11
		SP:Iteration 3Q (122443.000000 sec): 3 clusters
  Score: Raw -23815.158736 + Penalty 1760.232631 = -22054.926105
  nChanged 6
		SP:Iteration 4Q (122443.100000 sec): 3 clusters
  Score: Raw -23843.269361 + Penalty 1760.232631 = -22083.036731
  nChanged 4
		SP:Iteration 5Q (122443.240000 sec): 3 clusters
  Score: Raw -23865.973909 + Penalty 1760.232631 = -22105.741278
  nChanged 4
		SP:Iteration 6Q (122443.380000 sec): 3 clusters
  Score: Raw -23881.351214 + Penalty 1760.232631 = -22121.118583
  nChanged 5
		SP:Iteration 7Q (122443.520000 sec): 3 clusters
  Score: Raw -23905.884708 + Penalty 1760.232631 = -22145.652077
  nChanged 5
		SP:Iteration 8Q (122443.660000 sec): 3 clusters
  Score: Raw -24010.055731 + Penalty 1760.232631 = -22249.823100
  nChanged 3
		SP:Iteration 9Q (122443.800000 sec): 3 clusters
  Score: Raw -24038.396559 + Penalty 1760.232631 = -22278.163928
  nChanged 2
		SP:Iteration 10Q (122443.960000 sec): 3 clusters
  Score: Raw -24068.669704 + Penalty 1760.232631 = -22308.437074
  nChanged 1
		SP:Iteration 11Q (122444.150000 sec): 3 clusters
  Score: Raw -24072.637301 + Penalty 1760.232631 = -22312.404671
  nChanged 1
		SP:Iteration 12Q (122444.300000 sec): 3 clusters
  Score: Raw -24081.753388 + Penalty 1760.232631 = -22321.520757
  nChanged 1
		SP:Iteration 13Q (122444.470000 sec): 3 clusters
  Score: Raw -24086.379146 + Penalty 1760.232631 = -22326.146515
  nChanged 0
		SP:Iteration 14F (122444.610000 sec): 3 clusters
  Score: Raw -24086.379146 + Penalty 1760.232631 = -22326.146515
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122444.830000 sec): 2 clusters
  Score: Raw -3052533.850359 + Penalty 1659.312860 = -3050874.537500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122445.110000 sec): 3 clusters
  Score: Raw -3035792.526526 + Penalty 3318.625719 = -3032473.900807
  nChanged 12453
		SP:Iteration 1F (122445.380000 sec): 3 clusters
  Score: Raw -3042735.930207 + Penalty 3318.625719 = -3039417.304487
  nChanged 1310
		SP:Iteration 2Q (122445.640000 sec): 3 clusters
  Score: Raw -3043224.510261 + Penalty 3318.625719 = -3039905.884542
  nChanged 1332
		SP:Iteration 3Q (122445.950000 sec): 3 clusters
  Score: Raw -3043785.264977 + Penalty 3318.625719 = -3040466.639258
  nChanged 1405
		SP:Iteration 4F (122446.240000 sec): 3 clusters
  Score: Raw -3044409.562633 + Penalty 3318.625719 = -3041090.936914
  nChanged 1408
		SP:Iteration 5F (122446.540000 sec): 3 clusters
  Score: Raw -3045060.764916 + Penalty 3318.625719 = -3041742.139196
  nChanged 1354
		SP:Iteration 6Q (122446.820000 sec): 3 clusters
  Score: Raw -3045693.004871 + Penalty 3318.625719 = -3042374.379152
  nChanged 1367
		SP:Iteration 7F (122447.120000 sec): 3 clusters
  Score: Raw -3046364.692253 + Penalty 3318.625719 = -3043046.066534
  nChanged 1259
		SP:Iteration 8Q (122447.430000 sec): 3 clusters
  Score: Raw -3047046.729324 + Penalty 3318.625719 = -3043728.103605
  nChanged 1245
		SP:Iteration 9Q (122447.740000 sec): 3 clusters
  Score: Raw -3047744.668908 + Penalty 3318.625719 = -3044426.043189
  nChanged 1174
		SP:Iteration 10Q (122448.020000 sec): 3 clusters
  Score: Raw -3048422.526196 + Penalty 3318.625719 = -3045103.900477
  nChanged 1041
		SP:Iteration 11Q (122448.330000 sec): 3 clusters
  Score: Raw -3049049.176916 + Penalty 3318.625719 = -3045730.551196
  nChanged 916
		SP:Iteration 12Q (122448.620000 sec): 3 clusters
  Score: Raw -3049549.496742 + Penalty 3318.625719 = -3046230.871023
  nChanged 762
		SP:Iteration 13Q (122448.890000 sec): 3 clusters
  Score: Raw -3049881.648616 + Penalty 3318.625719 = -3046563.022897
  nChanged 576
		SP:Iteration 14Q (122449.240000 sec): 3 clusters
  Score: Raw -3050099.507825 + Penalty 3318.625719 = -3046780.882106
  nChanged 471
		SP:Iteration 15Q (122449.520000 sec): 3 clusters
  Score: Raw -3050280.056904 + Penalty 3318.625719 = -3046961.431185
  nChanged 450
		SP:Iteration 16Q (122449.880000 sec): 3 clusters
  Score: Raw -3050450.387808 + Penalty 3318.625719 = -3047131.762089
  nChanged 442
		SP:Iteration 17Q (122450.150000 sec): 3 clusters
  Score: Raw -3050641.302131 + Penalty 3318.625719 = -3047322.676412
  nChanged 430
		SP:Iteration 18Q (122450.390000 sec): 3 clusters
  Score: Raw -3050824.338915 + Penalty 3318.625719 = -3047505.713196
  nChanged 406
		SP:Iteration 19Q (122450.670000 sec): 3 clusters
  Score: Raw -3050993.847191 + Penalty 3318.625719 = -3047675.221472
  nChanged 402
		SP:Iteration 20F (122450.950000 sec): 3 clusters
  Score: Raw -3051164.383371 + Penalty 3318.625719 = -3047845.757652
  nChanged 368
		SP:Iteration 21Q (122451.270000 sec): 3 clusters
  Score: Raw -3051336.309026 + Penalty 3318.625719 = -3048017.683306
  nChanged 363
		SP:Iteration 22Q (122451.540000 sec): 3 clusters
  Score: Raw -3051502.871647 + Penalty 3318.625719 = -3048184.245927
  nChanged 338
		SP:Iteration 23Q (122451.850000 sec): 3 clusters
  Score: Raw -3051658.155602 + Penalty 3318.625719 = -3048339.529883
  nChanged 334
		SP:Iteration 24Q (122452.140000 sec): 3 clusters
  Score: Raw -3051815.069407 + Penalty 3318.625719 = -3048496.443688
  nChanged 316
		SP:Iteration 25Q (122452.380000 sec): 3 clusters
  Score: Raw -3051960.928753 + Penalty 3318.625719 = -3048642.303034
  nChanged 273
		SP:Iteration 26Q (122452.700000 sec): 3 clusters
  Score: Raw -3052082.710043 + Penalty 3318.625719 = -3048764.084323
  nChanged 238
		SP:Iteration 27Q (122452.960000 sec): 3 clusters
  Score: Raw -3052195.882162 + Penalty 3318.625719 = -3048877.256443
  nChanged 243
		SP:Iteration 28Q (122453.250000 sec): 3 clusters
  Score: Raw -3052306.544913 + Penalty 3318.625719 = -3048987.919194
  nChanged 199
		SP:Iteration 29Q (122453.490000 sec): 3 clusters
  Score: Raw -3052390.431068 + Penalty 3318.625719 = -3049071.805349
  nChanged 174
		SP:Iteration 30Q (122453.760000 sec): 3 clusters
  Score: Raw -3052458.252976 + Penalty 3318.625719 = -3049139.627257
  nChanged 151
		SP:Iteration 31Q (122454.030000 sec): 3 clusters
  Score: Raw -3052516.092842 + Penalty 3318.625719 = -3049197.467123
  nChanged 148
		SP:Iteration 32Q (122454.310000 sec): 3 clusters
  Score: Raw -3052579.265966 + Penalty 3318.625719 = -3049260.640247
  nChanged 140
		SP:Iteration 33Q (122454.550000 sec): 3 clusters
  Score: Raw -3052643.179031 + Penalty 3318.625719 = -3049324.553312
  nChanged 117
		SP:Iteration 34Q (122454.810000 sec): 3 clusters
  Score: Raw -3052682.731035 + Penalty 3318.625719 = -3049364.105316
  nChanged 99
		SP:Iteration 35Q (122455.120000 sec): 3 clusters
  Score: Raw -3052713.963103 + Penalty 3318.625719 = -3049395.337384
  nChanged 91
		SP:Iteration 36Q (122455.400000 sec): 3 clusters
  Score: Raw -3052747.186511 + Penalty 3318.625719 = -3049428.560791
  nChanged 73
		SP:Iteration 37Q (122455.680000 sec): 3 clusters
  Score: Raw -3052779.466677 + Penalty 3318.625719 = -3049460.840958
  nChanged 74
		SP:Iteration 38Q (122455.960000 sec): 3 clusters
  Score: Raw -3052809.244024 + Penalty 3318.625719 = -3049490.618305
  nChanged 56
		SP:Iteration 39Q (122456.250000 sec): 3 clusters
  Score: Raw -3052827.770549 + Penalty 3318.625719 = -3049509.144830
  nChanged 47
		SP:Iteration 40F (122456.520000 sec): 3 clusters
  Score: Raw -3052841.819472 + Penalty 3318.625719 = -3049523.193753
  nChanged 46
		SP:Iteration 41Q (122456.840000 sec): 3 clusters
  Score: Raw -3052852.526059 + Penalty 3318.625719 = -3049533.900340
  nChanged 40
		SP:Iteration 42Q (122457.100000 sec): 3 clusters
  Score: Raw -3052863.214750 + Penalty 3318.625719 = -3049544.589031
  nChanged 26
		SP:Iteration 43Q (122457.420000 sec): 3 clusters
  Score: Raw -3052870.224388 + Penalty 3318.625719 = -3049551.598669
  nChanged 23
		SP:Iteration 44Q (122457.710000 sec): 3 clusters
  Score: Raw -3052877.349115 + Penalty 3318.625719 = -3049558.723395
  nChanged 26
		SP:Iteration 45Q (122457.990000 sec): 3 clusters
  Score: Raw -3052885.171198 + Penalty 3318.625719 = -3049566.545479
  nChanged 30
		SP:Iteration 46Q (122458.210000 sec): 3 clusters
  Score: Raw -3052893.615149 + Penalty 3318.625719 = -3049574.989430
  nChanged 28
		SP:Iteration 47Q (122458.490000 sec): 3 clusters
  Score: Raw -3052902.973055 + Penalty 3318.625719 = -3049584.347336
  nChanged 29
		SP:Iteration 48Q (122458.800000 sec): 3 clusters
  Score: Raw -3052914.208759 + Penalty 3318.625719 = -3049595.583040
  nChanged 33
		SP:Iteration 49Q (122459.130000 sec): 3 clusters
  Score: Raw -3052927.894255 + Penalty 3318.625719 = -3049609.268536
  nChanged 34
		SP:Iteration 50Q (122459.390000 sec): 3 clusters
  Score: Raw -3052941.686201 + Penalty 3318.625719 = -3049623.060482
  nChanged 33
		SP:Iteration 51Q (122459.670000 sec): 3 clusters
  Score: Raw -3052953.587746 + Penalty 3318.625719 = -3049634.962027
  nChanged 28
		SP:Iteration 52Q (122459.940000 sec): 3 clusters
  Score: Raw -3052962.664079 + Penalty 3318.625719 = -3049644.038359
  nChanged 20
		SP:Iteration 53Q (122460.200000 sec): 3 clusters
  Score: Raw -3052968.719138 + Penalty 3318.625719 = -3049650.093419
  nChanged 16
		SP:Iteration 54Q (122460.480000 sec): 3 clusters
  Score: Raw -3052973.219753 + Penalty 3318.625719 = -3049654.594034
  nChanged 12
		SP:Iteration 55Q (122460.780000 sec): 3 clusters
  Score: Raw -3052976.595032 + Penalty 3318.625719 = -3049657.969313
  nChanged 10
		SP:Iteration 56Q (122461.050000 sec): 3 clusters
  Score: Raw -3052979.137805 + Penalty 3318.625719 = -3049660.512086
  nChanged 7
		SP:Iteration 57Q (122461.330000 sec): 3 clusters
  Score: Raw -3052980.743429 + Penalty 3318.625719 = -3049662.117709
  nChanged 6
		SP:Iteration 58Q (122461.590000 sec): 3 clusters
  Score: Raw -3052982.568598 + Penalty 3318.625719 = -3049663.942879
  nChanged 3
		SP:Iteration 59Q (122461.840000 sec): 3 clusters
  Score: Raw -3052983.578586 + Penalty 3318.625719 = -3049664.952867
  nChanged 4
		SP:Iteration 60F (122462.140000 sec): 3 clusters
  Score: Raw -3052984.692263 + Penalty 3318.625719 = -3049666.066544
  nChanged 7
		SP:Iteration 61Q (122462.400000 sec): 3 clusters
  Score: Raw -3052986.835341 + Penalty 3318.625719 = -3049668.209622
  nChanged 5
		SP:Iteration 62Q (122462.690000 sec): 3 clusters
  Score: Raw -3052988.433546 + Penalty 3318.625719 = -3049669.807826
  nChanged 1
		SP:Iteration 63Q (122462.960000 sec): 3 clusters
  Score: Raw -3052988.703382 + Penalty 3318.625719 = -3049670.077663
  nChanged 1
		SP:Iteration 64Q (122463.240000 sec): 3 clusters
  Score: Raw -3052988.924648 + Penalty 3318.625719 = -3049670.298928
  nChanged 0
		SP:Iteration 65F (122463.520000 sec): 3 clusters
  Score: Raw -3052988.924648 + Penalty 3318.625719 = -3049670.298928
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122463.610000 sec): 2 clusters
  Score: Raw -682051.248479 + Penalty 1404.306416 = -680646.942064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122463.810000 sec): 3 clusters
  Score: Raw -679026.612778 + Penalty 2808.612831 = -676217.999946
  nChanged 2397
		SP:Iteration 1F (122464.010000 sec): 3 clusters
  Score: Raw -680448.175769 + Penalty 2808.612831 = -677639.562938
  nChanged 489
		SP:Iteration 2F (122464.220000 sec): 3 clusters
  Score: Raw -680793.516642 + Penalty 2808.612831 = -677984.903810
  nChanged 380
		SP:Iteration 3F (122464.380000 sec): 3 clusters
  Score: Raw -681054.078821 + Penalty 2808.612831 = -678245.465989
  nChanged 330
		SP:Iteration 4F (122464.550000 sec): 3 clusters
  Score: Raw -681256.518208 + Penalty 2808.612831 = -678447.905376
  nChanged 262
		SP:Iteration 5Q (122464.740000 sec): 3 clusters
  Score: Raw -681418.676590 + Penalty 2808.612831 = -678610.063758
  nChanged 212
		SP:Iteration 6Q (122464.960000 sec): 3 clusters
  Score: Raw -681544.270674 + Penalty 2808.612831 = -678735.657843
  nChanged 180
		SP:Iteration 7Q (122465.120000 sec): 3 clusters
  Score: Raw -681633.712312 + Penalty 2808.612831 = -678825.099480
  nChanged 148
		SP:Iteration 8Q (122465.320000 sec): 3 clusters
  Score: Raw -681699.037885 + Penalty 2808.612831 = -678890.425053
  nChanged 121
		SP:Iteration 9Q (122465.540000 sec): 3 clusters
  Score: Raw -681751.931428 + Penalty 2808.612831 = -678943.318597
  nChanged 106
		SP:Iteration 10Q (122465.720000 sec): 3 clusters
  Score: Raw -681790.485228 + Penalty 2808.612831 = -678981.872397
  nChanged 87
		SP:Iteration 11Q (122465.940000 sec): 3 clusters
  Score: Raw -681823.401590 + Penalty 2808.612831 = -679014.788759
  nChanged 82
		SP:Iteration 12Q (122466.100000 sec): 3 clusters
  Score: Raw -681851.496703 + Penalty 2808.612831 = -679042.883871
  nChanged 73
		SP:Iteration 13Q (122466.320000 sec): 3 clusters
  Score: Raw -681876.414563 + Penalty 2808.612831 = -679067.801732
  nChanged 61
		SP:Iteration 14Q (122466.470000 sec): 3 clusters
  Score: Raw -681899.481301 + Penalty 2808.612831 = -679090.868470
  nChanged 68
		SP:Iteration 15Q (122466.640000 sec): 3 clusters
  Score: Raw -681920.752171 + Penalty 2808.612831 = -679112.139340
  nChanged 54
		SP:Iteration 16Q (122466.810000 sec): 3 clusters
  Score: Raw -681936.970413 + Penalty 2808.612831 = -679128.357582
  nChanged 49
		SP:Iteration 17Q (122467.030000 sec): 3 clusters
  Score: Raw -681952.611144 + Penalty 2808.612831 = -679143.998313
  nChanged 52
		SP:Iteration 18Q (122467.170000 sec): 3 clusters
  Score: Raw -681968.637715 + Penalty 2808.612831 = -679160.024884
  nChanged 46
		SP:Iteration 19Q (122467.350000 sec): 3 clusters
  Score: Raw -681987.264165 + Penalty 2808.612831 = -679178.651334
  nChanged 69
		SP:Iteration 20F (122467.540000 sec): 3 clusters
  Score: Raw -682019.128794 + Penalty 2808.612831 = -679210.515962
  nChanged 68
		SP:Iteration 21Q (122467.710000 sec): 3 clusters
  Score: Raw -682046.153285 + Penalty 2808.612831 = -679237.540453
  nChanged 65
		SP:Iteration 22Q (122467.900000 sec): 3 clusters
  Score: Raw -682075.315856 + Penalty 2808.612831 = -679266.703025
  nChanged 59
		SP:Iteration 23Q (122468.080000 sec): 3 clusters
  Score: Raw -682097.820254 + Penalty 2808.612831 = -679289.207423
  nChanged 59
		SP:Iteration 24Q (122468.270000 sec): 3 clusters
  Score: Raw -682116.115243 + Penalty 2808.612831 = -679307.502411
  nChanged 41
		SP:Iteration 25Q (122468.420000 sec): 3 clusters
  Score: Raw -682128.855016 + Penalty 2808.612831 = -679320.242184
  nChanged 45
		SP:Iteration 26Q (122468.600000 sec): 3 clusters
  Score: Raw -682141.171608 + Penalty 2808.612831 = -679332.558776
  nChanged 32
		SP:Iteration 27Q (122468.800000 sec): 3 clusters
  Score: Raw -682150.002246 + Penalty 2808.612831 = -679341.389414
  nChanged 28
		SP:Iteration 28Q (122468.970000 sec): 3 clusters
  Score: Raw -682160.097528 + Penalty 2808.612831 = -679351.484697
  nChanged 31
		SP:Iteration 29Q (122469.180000 sec): 3 clusters
  Score: Raw -682168.585211 + Penalty 2808.612831 = -679359.972380
  nChanged 17
		SP:Iteration 30Q (122469.360000 sec): 3 clusters
  Score: Raw -682173.720831 + Penalty 2808.612831 = -679365.107999
  nChanged 28
		SP:Iteration 31Q (122469.540000 sec): 3 clusters
  Score: Raw -682180.945599 + Penalty 2808.612831 = -679372.332767
  nChanged 12
		SP:Iteration 32Q (122469.730000 sec): 3 clusters
  Score: Raw -682184.441109 + Penalty 2808.612831 = -679375.828278
  nChanged 19
		SP:Iteration 33Q (122469.920000 sec): 3 clusters
  Score: Raw -682190.574338 + Penalty 2808.612831 = -679381.961506
  nChanged 26
		SP:Iteration 34Q (122470.140000 sec): 3 clusters
  Score: Raw -682199.295787 + Penalty 2808.612831 = -679390.682956
  nChanged 24
		SP:Iteration 35Q (122470.340000 sec): 3 clusters
  Score: Raw -682208.307644 + Penalty 2808.612831 = -679399.694813
  nChanged 25
		SP:Iteration 36Q (122470.500000 sec): 3 clusters
  Score: Raw -682215.138449 + Penalty 2808.612831 = -679406.525618
  nChanged 31
		SP:Iteration 37Q (122470.660000 sec): 3 clusters
  Score: Raw -682223.971609 + Penalty 2808.612831 = -679415.358778
  nChanged 33
		SP:Iteration 38Q (122470.840000 sec): 3 clusters
  Score: Raw -682232.853406 + Penalty 2808.612831 = -679424.240574
  nChanged 32
		SP:Iteration 39Q (122471.040000 sec): 3 clusters
  Score: Raw -682241.880049 + Penalty 2808.612831 = -679433.267218
  nChanged 26
		SP:Iteration 40F (122471.250000 sec): 3 clusters
  Score: Raw -682248.227050 + Penalty 2808.612831 = -679439.614218
  nChanged 26
		SP:Iteration 41Q (122471.420000 sec): 3 clusters
  Score: Raw -682254.911701 + Penalty 2808.612831 = -679446.298869
  nChanged 24
		SP:Iteration 42Q (122471.640000 sec): 3 clusters
  Score: Raw -682260.880461 + Penalty 2808.612831 = -679452.267629
  nChanged 20
		SP:Iteration 43Q (122471.830000 sec): 3 clusters
  Score: Raw -682267.380243 + Penalty 2808.612831 = -679458.767411
  nChanged 28
		SP:Iteration 44Q (122471.990000 sec): 3 clusters
  Score: Raw -682276.217285 + Penalty 2808.612831 = -679467.604454
  nChanged 32
		SP:Iteration 45Q (122472.210000 sec): 3 clusters
  Score: Raw -682286.599251 + Penalty 2808.612831 = -679477.986419
  nChanged 30
		SP:Iteration 46Q (122472.430000 sec): 3 clusters
  Score: Raw -682296.437989 + Penalty 2808.612831 = -679487.825158
  nChanged 34
		SP:Iteration 47Q (122472.610000 sec): 3 clusters
  Score: Raw -682309.674524 + Penalty 2808.612831 = -679501.061693
  nChanged 24
		SP:Iteration 48Q (122472.790000 sec): 3 clusters
  Score: Raw -682318.438782 + Penalty 2808.612831 = -679509.825951
  nChanged 25
		SP:Iteration 49Q (122472.990000 sec): 3 clusters
  Score: Raw -682325.917126 + Penalty 2808.612831 = -679517.304295
  nChanged 22
		SP:Iteration 50Q (122473.210000 sec): 3 clusters
  Score: Raw -682332.638458 + Penalty 2808.612831 = -679524.025626
  nChanged 16
		SP:Iteration 51Q (122473.420000 sec): 3 clusters
  Score: Raw -682335.857505 + Penalty 2808.612831 = -679527.244673
  nChanged 7
		SP:Iteration 52Q (122473.640000 sec): 3 clusters
  Score: Raw -682337.475636 + Penalty 2808.612831 = -679528.862805
  nChanged 10
		SP:Iteration 53Q (122473.810000 sec): 3 clusters
  Score: Raw -682339.991307 + Penalty 2808.612831 = -679531.378475
  nChanged 14
		SP:Iteration 54Q (122474.020000 sec): 3 clusters
  Score: Raw -682342.339885 + Penalty 2808.612831 = -679533.727053
  nChanged 10
		SP:Iteration 55Q (122474.210000 sec): 3 clusters
  Score: Raw -682344.000054 + Penalty 2808.612831 = -679535.387223
  nChanged 7
		SP:Iteration 56Q (122474.410000 sec): 3 clusters
  Score: Raw -682345.460568 + Penalty 2808.612831 = -679536.847736
  nChanged 8
		SP:Iteration 57Q (122474.590000 sec): 3 clusters
  Score: Raw -682347.734072 + Penalty 2808.612831 = -679539.121240
  nChanged 10
		SP:Iteration 58Q (122474.810000 sec): 3 clusters
  Score: Raw -682349.803446 + Penalty 2808.612831 = -679541.190615
  nChanged 6
		SP:Iteration 59Q (122475.020000 sec): 3 clusters
  Score: Raw -682351.008690 + Penalty 2808.612831 = -679542.395858
  nChanged 8
		SP:Iteration 60F (122475.190000 sec): 3 clusters
  Score: Raw -682352.498051 + Penalty 2808.612831 = -679543.885219
  nChanged 13
		SP:Iteration 61Q (122475.390000 sec): 3 clusters
  Score: Raw -682354.723097 + Penalty 2808.612831 = -679546.110265
  nChanged 10
		SP:Iteration 62Q (122475.530000 sec): 3 clusters
  Score: Raw -682357.312684 + Penalty 2808.612831 = -679548.699852
  nChanged 15
		SP:Iteration 63Q (122475.710000 sec): 3 clusters
  Score: Raw -682361.150822 + Penalty 2808.612831 = -679552.537990
  nChanged 19
		SP:Iteration 64Q (122475.920000 sec): 3 clusters
  Score: Raw -682365.872206 + Penalty 2808.612831 = -679557.259374
  nChanged 16
		SP:Iteration 65Q (122476.080000 sec): 3 clusters
  Score: Raw -682370.026937 + Penalty 2808.612831 = -679561.414106
  nChanged 17
		SP:Iteration 66Q (122476.310000 sec): 3 clusters
  Score: Raw -682375.891876 + Penalty 2808.612831 = -679567.279045
  nChanged 15
		SP:Iteration 67Q (122476.500000 sec): 3 clusters
  Score: Raw -682380.331555 + Penalty 2808.612831 = -679571.718724
  nChanged 16
		SP:Iteration 68Q (122476.690000 sec): 3 clusters
  Score: Raw -682385.302816 + Penalty 2808.612831 = -679576.689985
  nChanged 16
		SP:Iteration 69Q (122476.880000 sec): 3 clusters
  Score: Raw -682390.998360 + Penalty 2808.612831 = -679582.385529
  nChanged 8
		SP:Iteration 70Q (122477.020000 sec): 3 clusters
  Score: Raw -682393.034365 + Penalty 2808.612831 = -679584.421533
  nChanged 9
		SP:Iteration 71Q (122477.230000 sec): 3 clusters
  Score: Raw -682396.152016 + Penalty 2808.612831 = -679587.539184
  nChanged 14
		SP:Iteration 72Q (122477.400000 sec): 3 clusters
  Score: Raw -682402.824282 + Penalty 2808.612831 = -679594.211451
  nChanged 18
		SP:Iteration 73Q (122477.580000 sec): 3 clusters
  Score: Raw -682409.313179 + Penalty 2808.612831 = -679600.700348
  nChanged 20
		SP:Iteration 74Q (122477.790000 sec): 3 clusters
  Score: Raw -682416.702765 + Penalty 2808.612831 = -679608.089934
  nChanged 12
		SP:Iteration 75Q (122477.960000 sec): 3 clusters
  Score: Raw -682421.220036 + Penalty 2808.612831 = -679612.607204
  nChanged 17
		SP:Iteration 76Q (122478.190000 sec): 3 clusters
  Score: Raw -682426.571847 + Penalty 2808.612831 = -679617.959015
  nChanged 18
		SP:Iteration 77Q (122478.360000 sec): 3 clusters
  Score: Raw -682433.060852 + Penalty 2808.612831 = -679624.448020
  nChanged 20
		SP:Iteration 78Q (122478.550000 sec): 3 clusters
  Score: Raw -682439.000658 + Penalty 2808.612831 = -679630.387826
  nChanged 15
		SP:Iteration 79Q (122478.720000 sec): 3 clusters
  Score: Raw -682442.150350 + Penalty 2808.612831 = -679633.537519
  nChanged 13
		SP:Iteration 80F (122478.950000 sec): 3 clusters
  Score: Raw -682445.761149 + Penalty 2808.612831 = -679637.148317
  nChanged 10
		SP:Iteration 81Q (122479.180000 sec): 3 clusters
  Score: Raw -682448.992482 + Penalty 2808.612831 = -679640.379650
  nChanged 6
		SP:Iteration 82Q (122479.350000 sec): 3 clusters
  Score: Raw -682450.140279 + Penalty 2808.612831 = -679641.527448
  nChanged 6
		SP:Iteration 83Q (122479.530000 sec): 3 clusters
  Score: Raw -682452.695596 + Penalty 2808.612831 = -679644.082764
  nChanged 8
		SP:Iteration 84Q (122479.700000 sec): 3 clusters
  Score: Raw -682454.534174 + Penalty 2808.612831 = -679645.921342
  nChanged 2
		SP:Iteration 85Q (122479.870000 sec): 3 clusters
  Score: Raw -682454.900359 + Penalty 2808.612831 = -679646.287527
  nChanged 5
		SP:Iteration 86Q (122480.050000 sec): 3 clusters
  Score: Raw -682456.422474 + Penalty 2808.612831 = -679647.809643
  nChanged 8
		SP:Iteration 87Q (122480.210000 sec): 3 clusters
  Score: Raw -682458.273360 + Penalty 2808.612831 = -679649.660529
  nChanged 4
		SP:Iteration 88Q (122480.450000 sec): 3 clusters
  Score: Raw -682459.207352 + Penalty 2808.612831 = -679650.594521
  nChanged 6
		SP:Iteration 89Q (122480.710000 sec): 3 clusters
  Score: Raw -682461.002551 + Penalty 2808.612831 = -679652.389719
  nChanged 4
		SP:Iteration 90Q (122480.910000 sec): 3 clusters
  Score: Raw -682461.898688 + Penalty 2808.612831 = -679653.285856
  nChanged 3
		SP:Iteration 91Q (122481.060000 sec): 3 clusters
  Score: Raw -682462.600798 + Penalty 2808.612831 = -679653.987967
  nChanged 2
		SP:Iteration 92Q (122481.250000 sec): 3 clusters
  Score: Raw -682462.935259 + Penalty 2808.612831 = -679654.322428
  nChanged 0
		SP:Iteration 93F (122481.510000 sec): 3 clusters
  Score: Raw -682462.935259 + Penalty 2808.612831 = -679654.322428
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122481.590000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122481.830000 sec): 3 clusters
  Score: Raw -22974.692161 + Penalty 1770.189646 = -21204.502515
  nChanged 43
		SP:Iteration 1F (122482.010000 sec): 3 clusters
  Score: Raw -23093.315144 + Penalty 1770.189646 = -21323.125499
  nChanged 19
		SP:Iteration 2F (122482.150000 sec): 3 clusters
  Score: Raw -23158.264448 + Penalty 1770.189646 = -21388.074803
  nChanged 13
		SP:Iteration 3F (122482.380000 sec): 3 clusters
  Score: Raw -23217.887385 + Penalty 1770.189646 = -21447.697739
  nChanged 13
		SP:Iteration 4F (122482.560000 sec): 3 clusters
  Score: Raw -23292.519566 + Penalty 1770.189646 = -21522.329920
  nChanged 6
		SP:Iteration 5Q (122482.760000 sec): 3 clusters
  Score: Raw -23323.218819 + Penalty 1770.189646 = -21553.029173
  nChanged 4
		SP:Iteration 6Q (122482.920000 sec): 3 clusters
  Score: Raw -23355.460673 + Penalty 1770.189646 = -21585.271028
  nChanged 4
		SP:Iteration 7Q (122483.110000 sec): 3 clusters
  Score: Raw -23374.983372 + Penalty 1770.189646 = -21604.793726
  nChanged 3
		SP:Iteration 8Q (122483.250000 sec): 3 clusters
  Score: Raw -23383.274642 + Penalty 1770.189646 = -21613.084996
  nChanged 1
		SP:Iteration 9Q (122483.410000 sec): 3 clusters
  Score: Raw -23391.553836 + Penalty 1770.189646 = -21621.364191
  nChanged 2
		SP:Iteration 10Q (122483.590000 sec): 3 clusters
  Score: Raw -23404.747941 + Penalty 1770.189646 = -21634.558295
  nChanged 2
		SP:Iteration 11Q (122483.770000 sec): 3 clusters
  Score: Raw -23465.323702 + Penalty 1770.189646 = -21695.134056
  nChanged 2
		SP:Iteration 12Q (122483.950000 sec): 3 clusters
  Score: Raw -23473.920883 + Penalty 1770.189646 = -21703.731238
  nChanged 1
		SP:Iteration 13Q (122484.090000 sec): 3 clusters
  Score: Raw -23488.022403 + Penalty 1770.189646 = -21717.832757
  nChanged 2
		SP:Iteration 14Q (122484.280000 sec): 3 clusters
  Score: Raw -23504.609307 + Penalty 1770.189646 = -21734.419661
  nChanged 2
		SP:Iteration 15Q (122484.370000 sec): 3 clusters
  Score: Raw -23534.163930 + Penalty 1770.189646 = -21763.974284
  nChanged 2
		SP:Iteration 16Q (122484.540000 sec): 3 clusters
  Score: Raw -23542.099342 + Penalty 1770.189646 = -21771.909696
  nChanged 1
		SP:Iteration 17Q (122484.690000 sec): 3 clusters
  Score: Raw -23548.692282 + Penalty 1770.189646 = -21778.502636
  nChanged 2
		SP:Iteration 18Q (122484.840000 sec): 3 clusters
  Score: Raw -23569.235220 + Penalty 1770.189646 = -21799.045575
  nChanged 2
		SP:Iteration 19Q (122485.030000 sec): 3 clusters
  Score: Raw -23585.342840 + Penalty 1770.189646 = -21815.153194
  nChanged 0
		SP:Iteration 20F (122485.170000 sec): 3 clusters
  Score: Raw -23585.342840 + Penalty 1770.189646 = -21815.153194
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122485.340000 sec): 2 clusters
  Score: Raw -1765445.173671 + Penalty 1559.064212 = -1763886.109460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122485.590000 sec): 3 clusters
  Score: Raw -1756871.765853 + Penalty 3118.128423 = -1753753.637430
  nChanged 6523
		SP:Iteration 1F (122485.830000 sec): 3 clusters
  Score: Raw -1760353.335843 + Penalty 3118.128423 = -1757235.207420
  nChanged 947
		SP:Iteration 2F (122486.080000 sec): 3 clusters
  Score: Raw -1760859.700690 + Penalty 3118.128423 = -1757741.572267
  nChanged 974
		SP:Iteration 3F (122486.310000 sec): 3 clusters
  Score: Raw -1761460.393914 + Penalty 3118.128423 = -1758342.265490
  nChanged 1039
		SP:Iteration 4F (122486.580000 sec): 3 clusters
  Score: Raw -1762187.753152 + Penalty 3118.128423 = -1759069.624729
  nChanged 1037
		SP:Iteration 5F (122486.890000 sec): 3 clusters
  Score: Raw -1762974.731512 + Penalty 3118.128423 = -1759856.603089
  nChanged 981
		SP:Iteration 6F (122487.110000 sec): 3 clusters
  Score: Raw -1763737.354811 + Penalty 3118.128423 = -1760619.226388
  nChanged 831
		SP:Iteration 7F (122487.370000 sec): 3 clusters
  Score: Raw -1764369.424379 + Penalty 3118.128423 = -1761251.295956
  nChanged 606
		SP:Iteration 8Q (122487.620000 sec): 3 clusters
  Score: Raw -1764791.898442 + Penalty 3118.128423 = -1761673.770019
  nChanged 450
		SP:Iteration 9Q (122487.830000 sec): 3 clusters
  Score: Raw -1765095.310208 + Penalty 3118.128423 = -1761977.181785
  nChanged 339
		SP:Iteration 10Q (122488.060000 sec): 3 clusters
  Score: Raw -1765297.512296 + Penalty 3118.128423 = -1762179.383873
  nChanged 244
		SP:Iteration 11Q (122488.320000 sec): 3 clusters
  Score: Raw -1765425.682340 + Penalty 3118.128423 = -1762307.553917
  nChanged 174
		SP:Iteration 12Q (122488.510000 sec): 3 clusters
  Score: Raw -1765506.617481 + Penalty 3118.128423 = -1762388.489057
  nChanged 128
		SP:Iteration 13Q (122488.790000 sec): 3 clusters
  Score: Raw -1765564.238992 + Penalty 3118.128423 = -1762446.110569
  nChanged 94
		SP:Iteration 14Q (122488.980000 sec): 3 clusters
  Score: Raw -1765602.583347 + Penalty 3118.128423 = -1762484.454924
  nChanged 81
		SP:Iteration 15Q (122489.220000 sec): 3 clusters
  Score: Raw -1765633.932505 + Penalty 3118.128423 = -1762515.804081
  nChanged 60
		SP:Iteration 16Q (122489.460000 sec): 3 clusters
  Score: Raw -1765658.286454 + Penalty 3118.128423 = -1762540.158031
  nChanged 53
		SP:Iteration 17Q (122489.680000 sec): 3 clusters
  Score: Raw -1765677.402962 + Penalty 3118.128423 = -1762559.274539
  nChanged 50
		SP:Iteration 18Q (122489.970000 sec): 3 clusters
  Score: Raw -1765693.548328 + Penalty 3118.128423 = -1762575.419905
  nChanged 38
		SP:Iteration 19Q (122490.140000 sec): 3 clusters
  Score: Raw -1765705.192732 + Penalty 3118.128423 = -1762587.064309
  nChanged 30
		SP:Iteration 20F (122490.390000 sec): 3 clusters
  Score: Raw -1765717.563228 + Penalty 3118.128423 = -1762599.434805
  nChanged 25
		SP:Iteration 21Q (122490.670000 sec): 3 clusters
  Score: Raw -1765725.592861 + Penalty 3118.128423 = -1762607.464438
  nChanged 16
		SP:Iteration 22Q (122490.870000 sec): 3 clusters
  Score: Raw -1765730.049442 + Penalty 3118.128423 = -1762611.921018
  nChanged 19
		SP:Iteration 23Q (122491.100000 sec): 3 clusters
  Score: Raw -1765734.574823 + Penalty 3118.128423 = -1762616.446400
  nChanged 12
		SP:Iteration 24Q (122491.310000 sec): 3 clusters
  Score: Raw -1765737.312832 + Penalty 3118.128423 = -1762619.184408
  nChanged 11
		SP:Iteration 25Q (122491.550000 sec): 3 clusters
  Score: Raw -1765739.531666 + Penalty 3118.128423 = -1762621.403243
  nChanged 11
		SP:Iteration 26Q (122491.760000 sec): 3 clusters
  Score: Raw -1765742.594408 + Penalty 3118.128423 = -1762624.465985
  nChanged 12
		SP:Iteration 27Q (122492.010000 sec): 3 clusters
  Score: Raw -1765746.229116 + Penalty 3118.128423 = -1762628.100693
  nChanged 11
		SP:Iteration 28Q (122492.200000 sec): 3 clusters
  Score: Raw -1765749.309627 + Penalty 3118.128423 = -1762631.181204
  nChanged 14
		SP:Iteration 29Q (122492.430000 sec): 3 clusters
  Score: Raw -1765752.153974 + Penalty 3118.128423 = -1762634.025550
  nChanged 8
		SP:Iteration 30Q (122492.740000 sec): 3 clusters
  Score: Raw -1765754.267392 + Penalty 3118.128423 = -1762636.138968
  nChanged 8
		SP:Iteration 31Q (122492.910000 sec): 3 clusters
  Score: Raw -1765756.581681 + Penalty 3118.128423 = -1762638.453258
  nChanged 7
		SP:Iteration 32Q (122493.170000 sec): 3 clusters
  Score: Raw -1765758.075812 + Penalty 3118.128423 = -1762639.947389
  nChanged 3
		SP:Iteration 33Q (122493.370000 sec): 3 clusters
  Score: Raw -1765759.084384 + Penalty 3118.128423 = -1762640.955961
  nChanged 1
		SP:Iteration 34Q (122493.540000 sec): 3 clusters
  Score: Raw -1765759.341431 + Penalty 3118.128423 = -1762641.213007
  nChanged 1
		SP:Iteration 35Q (122493.790000 sec): 3 clusters
  Score: Raw -1765759.442892 + Penalty 3118.128423 = -1762641.314469
  nChanged 1
		SP:Iteration 36Q (122494.010000 sec): 3 clusters
  Score: Raw -1765759.812354 + Penalty 3118.128423 = -1762641.683931
  nChanged 2
		SP:Iteration 37Q (122494.260000 sec): 3 clusters
  Score: Raw -1765760.211540 + Penalty 3118.128423 = -1762642.083117
  nChanged 0
		SP:Iteration 38F (122494.490000 sec): 3 clusters
  Score: Raw -1765760.211540 + Penalty 3118.128423 = -1762642.083117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122494.610000 sec): 2 clusters
  Score: Raw -949321.026760 + Penalty 1462.076630 = -947858.950130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122494.820000 sec): 3 clusters
  Score: Raw -944852.219049 + Penalty 2924.153260 = -941928.065789
  nChanged 3391
		SP:Iteration 1F (122494.960000 sec): 3 clusters
  Score: Raw -946595.610269 + Penalty 2924.153260 = -943671.457010
  nChanged 532
		SP:Iteration 2F (122495.150000 sec): 3 clusters
  Score: Raw -946832.915009 + Penalty 2924.153260 = -943908.761749
  nChanged 422
		SP:Iteration 3F (122495.330000 sec): 3 clusters
  Score: Raw -947023.698474 + Penalty 2924.153260 = -944099.545215
  nChanged 376
		SP:Iteration 4Q (122495.530000 sec): 3 clusters
  Score: Raw -947203.038870 + Penalty 2924.153260 = -944278.885610
  nChanged 352
		SP:Iteration 5Q (122495.730000 sec): 3 clusters
  Score: Raw -947390.115232 + Penalty 2924.153260 = -944465.961972
  nChanged 308
		SP:Iteration 6Q (122495.860000 sec): 3 clusters
  Score: Raw -947552.024703 + Penalty 2924.153260 = -944627.871443
  nChanged 338
		SP:Iteration 7Q (122496.010000 sec): 3 clusters
  Score: Raw -947775.654403 + Penalty 2924.153260 = -944851.501143
  nChanged 359
		SP:Iteration 8Q (122496.190000 sec): 3 clusters
  Score: Raw -948063.131856 + Penalty 2924.153260 = -945138.978596
  nChanged 400
		SP:Iteration 9Q (122496.330000 sec): 3 clusters
  Score: Raw -948375.284167 + Penalty 2924.153260 = -945451.130908
  nChanged 379
		SP:Iteration 10Q (122496.520000 sec): 3 clusters
  Score: Raw -948661.579628 + Penalty 2924.153260 = -945737.426369
  nChanged 356
		SP:Iteration 11Q (122496.720000 sec): 3 clusters
  Score: Raw -948890.595467 + Penalty 2924.153260 = -945966.442207
  nChanged 270
		SP:Iteration 12Q (122496.920000 sec): 3 clusters
  Score: Raw -949033.889130 + Penalty 2924.153260 = -946109.735870
  nChanged 227
		SP:Iteration 13Q (122497.170000 sec): 3 clusters
  Score: Raw -949138.556854 + Penalty 2924.153260 = -946214.403594
  nChanged 197
		SP:Iteration 14Q (122497.370000 sec): 3 clusters
  Score: Raw -949219.603569 + Penalty 2924.153260 = -946295.450309
  nChanged 153
		SP:Iteration 15Q (122497.530000 sec): 3 clusters
  Score: Raw -949283.735795 + Penalty 2924.153260 = -946359.582536
  nChanged 159
		SP:Iteration 16Q (122497.710000 sec): 3 clusters
  Score: Raw -949348.877031 + Penalty 2924.153260 = -946424.723772
  nChanged 159
		SP:Iteration 17Q (122497.910000 sec): 3 clusters
  Score: Raw -949420.249865 + Penalty 2924.153260 = -946496.096606
  nChanged 152
		SP:Iteration 18Q (122498.090000 sec): 3 clusters
  Score: Raw -949492.666709 + Penalty 2924.153260 = -946568.513449
  nChanged 148
		SP:Iteration 19Q (122498.280000 sec): 3 clusters
  Score: Raw -949566.652825 + Penalty 2924.153260 = -946642.499565
  nChanged 142
		SP:Iteration 20F (122498.440000 sec): 3 clusters
  Score: Raw -949645.774360 + Penalty 2924.153260 = -946721.621100
  nChanged 121
		SP:Iteration 21Q (122498.690000 sec): 3 clusters
  Score: Raw -949705.293846 + Penalty 2924.153260 = -946781.140587
  nChanged 111
		SP:Iteration 22Q (122498.880000 sec): 3 clusters
  Score: Raw -949749.875492 + Penalty 2924.153260 = -946825.722232
  nChanged 78
		SP:Iteration 23Q (122499.080000 sec): 3 clusters
  Score: Raw -949783.789795 + Penalty 2924.153260 = -946859.636535
  nChanged 68
		SP:Iteration 24Q (122499.320000 sec): 3 clusters
  Score: Raw -949817.932249 + Penalty 2924.153260 = -946893.778990
  nChanged 65
		SP:Iteration 25Q (122499.530000 sec): 3 clusters
  Score: Raw -949851.705993 + Penalty 2924.153260 = -946927.552733
  nChanged 61
		SP:Iteration 26Q (122499.700000 sec): 3 clusters
  Score: Raw -949875.706142 + Penalty 2924.153260 = -946951.552882
  nChanged 45
		SP:Iteration 27Q (122499.920000 sec): 3 clusters
  Score: Raw -949891.515615 + Penalty 2924.153260 = -946967.362356
  nChanged 43
		SP:Iteration 28Q (122500.110000 sec): 3 clusters
  Score: Raw -949903.817432 + Penalty 2924.153260 = -946979.664173
  nChanged 31
		SP:Iteration 29Q (122500.370000 sec): 3 clusters
  Score: Raw -949909.858329 + Penalty 2924.153260 = -946985.705069
  nChanged 23
		SP:Iteration 30Q (122500.590000 sec): 3 clusters
  Score: Raw -949914.052624 + Penalty 2924.153260 = -946989.899364
  nChanged 20
		SP:Iteration 31Q (122500.810000 sec): 3 clusters
  Score: Raw -949916.802468 + Penalty 2924.153260 = -946992.649209
  nChanged 15
		SP:Iteration 32Q (122501.020000 sec): 3 clusters
  Score: Raw -949919.351373 + Penalty 2924.153260 = -946995.198113
  nChanged 12
		SP:Iteration 33Q (122501.190000 sec): 3 clusters
  Score: Raw -949921.426295 + Penalty 2924.153260 = -946997.273036
  nChanged 6
		SP:Iteration 34Q (122501.430000 sec): 3 clusters
  Score: Raw -949922.256481 + Penalty 2924.153260 = -946998.103221
  nChanged 5
		SP:Iteration 35Q (122501.660000 sec): 3 clusters
  Score: Raw -949923.161551 + Penalty 2924.153260 = -946999.008291
  nChanged 5
		SP:Iteration 36Q (122501.870000 sec): 3 clusters
  Score: Raw -949923.808962 + Penalty 2924.153260 = -946999.655702
  nChanged 8
		SP:Iteration 37Q (122502.080000 sec): 3 clusters
  Score: Raw -949924.785075 + Penalty 2924.153260 = -947000.631815
  nChanged 6
		SP:Iteration 38Q (122502.360000 sec): 3 clusters
  Score: Raw -949925.962484 + Penalty 2924.153260 = -947001.809224
  nChanged 7
		SP:Iteration 39Q (122502.540000 sec): 3 clusters
  Score: Raw -949926.801076 + Penalty 2924.153260 = -947002.647816
  nChanged 3
		SP:Iteration 40F (122502.770000 sec): 3 clusters
  Score: Raw -949927.614433 + Penalty 2924.153260 = -947003.461173
  nChanged 6
		SP:Iteration 41Q (122502.940000 sec): 3 clusters
  Score: Raw -949928.570851 + Penalty 2924.153260 = -947004.417592
  nChanged 2
		SP:Iteration 42Q (122503.130000 sec): 3 clusters
  Score: Raw -949928.907143 + Penalty 2924.153260 = -947004.753883
  nChanged 4
		SP:Iteration 43Q (122503.350000 sec): 3 clusters
  Score: Raw -949929.410973 + Penalty 2924.153260 = -947005.257713
  nChanged 3
		SP:Iteration 44Q (122503.580000 sec): 3 clusters
  Score: Raw -949929.668460 + Penalty 2924.153260 = -947005.515200
  nChanged 1
		SP:Iteration 45Q (122503.790000 sec): 3 clusters
  Score: Raw -949929.760246 + Penalty 2924.153260 = -947005.606987
  nChanged 1
		SP:Iteration 46Q (122503.970000 sec): 3 clusters
  Score: Raw -949930.007493 + Penalty 2924.153260 = -947005.854233
  nChanged 1
		SP:Iteration 47Q (122504.180000 sec): 3 clusters
  Score: Raw -949930.053142 + Penalty 2924.153260 = -947005.899882
  nChanged 1
		SP:Iteration 48Q (122504.440000 sec): 3 clusters
  Score: Raw -949930.243867 + Penalty 2924.153260 = -947006.090607
  nChanged 1
		SP:Iteration 49Q (122504.640000 sec): 3 clusters
  Score: Raw -949930.317561 + Penalty 2924.153260 = -947006.164301
  nChanged 1
		SP:Iteration 50Q (122504.840000 sec): 3 clusters
  Score: Raw -949930.423235 + Penalty 2924.153260 = -947006.269975
  nChanged 1
		SP:Iteration 51Q (122505.060000 sec): 3 clusters
  Score: Raw -949930.483518 + Penalty 2924.153260 = -947006.330258
  nChanged 0
		SP:Iteration 52F (122505.280000 sec): 3 clusters
  Score: Raw -949930.483518 + Penalty 2924.153260 = -947006.330258
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122505.410000 sec): 2 clusters
  Score: Raw -939061.259195 + Penalty 1462.116838 = -937599.142357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122505.610000 sec): 3 clusters
  Score: Raw -934623.208153 + Penalty 2924.233676 = -931698.974477
  nChanged 3452
		SP:Iteration 1F (122505.800000 sec): 3 clusters
  Score: Raw -936511.288286 + Penalty 2924.233676 = -933587.054610
  nChanged 550
		SP:Iteration 2F (122506.020000 sec): 3 clusters
  Score: Raw -936778.400300 + Penalty 2924.233676 = -933854.166625
  nChanged 441
		SP:Iteration 3F (122506.220000 sec): 3 clusters
  Score: Raw -937000.174368 + Penalty 2924.233676 = -934075.940692
  nChanged 344
		SP:Iteration 4Q (122506.400000 sec): 3 clusters
  Score: Raw -937161.690672 + Penalty 2924.233676 = -934237.456996
  nChanged 295
		SP:Iteration 5Q (122506.620000 sec): 3 clusters
  Score: Raw -937307.180711 + Penalty 2924.233676 = -934382.947036
  nChanged 284
		SP:Iteration 6Q (122506.840000 sec): 3 clusters
  Score: Raw -937449.471150 + Penalty 2924.233676 = -934525.237475
  nChanged 275
		SP:Iteration 7Q (122507.040000 sec): 3 clusters
  Score: Raw -937607.399335 + Penalty 2924.233676 = -934683.165659
  nChanged 279
		SP:Iteration 8Q (122507.220000 sec): 3 clusters
  Score: Raw -937773.928959 + Penalty 2924.233676 = -934849.695283
  nChanged 281
		SP:Iteration 9Q (122507.450000 sec): 3 clusters
  Score: Raw -937915.478390 + Penalty 2924.233676 = -934991.244715
  nChanged 221
		SP:Iteration 10Q (122507.660000 sec): 3 clusters
  Score: Raw -938023.404432 + Penalty 2924.233676 = -935099.170756
  nChanged 194
		SP:Iteration 11Q (122507.870000 sec): 3 clusters
  Score: Raw -938100.235135 + Penalty 2924.233676 = -935176.001460
  nChanged 143
		SP:Iteration 12Q (122508.080000 sec): 3 clusters
  Score: Raw -938145.467529 + Penalty 2924.233676 = -935221.233854
  nChanged 129
		SP:Iteration 13Q (122508.320000 sec): 3 clusters
  Score: Raw -938183.019259 + Penalty 2924.233676 = -935258.785584
  nChanged 104
		SP:Iteration 14Q (122508.580000 sec): 3 clusters
  Score: Raw -938208.327647 + Penalty 2924.233676 = -935284.093971
  nChanged 81
		SP:Iteration 15Q (122508.750000 sec): 3 clusters
  Score: Raw -938228.487580 + Penalty 2924.233676 = -935304.253905
  nChanged 70
		SP:Iteration 16Q (122509.000000 sec): 3 clusters
  Score: Raw -938247.506415 + Penalty 2924.233676 = -935323.272740
  nChanged 67
		SP:Iteration 17Q (122509.190000 sec): 3 clusters
  Score: Raw -938262.272078 + Penalty 2924.233676 = -935338.038402
  nChanged 58
		SP:Iteration 18Q (122509.380000 sec): 3 clusters
  Score: Raw -938273.671843 + Penalty 2924.233676 = -935349.438167
  nChanged 51
		SP:Iteration 19Q (122509.610000 sec): 3 clusters
  Score: Raw -938282.759060 + Penalty 2924.233676 = -935358.525385
  nChanged 53
		SP:Iteration 20F (122509.810000 sec): 3 clusters
  Score: Raw -938295.221965 + Penalty 2924.233676 = -935370.988289
  nChanged 54
		SP:Iteration 21Q (122510.010000 sec): 3 clusters
  Score: Raw -938308.209122 + Penalty 2924.233676 = -935383.975446
  nChanged 59
		SP:Iteration 22Q (122510.240000 sec): 3 clusters
  Score: Raw -938321.423708 + Penalty 2924.233676 = -935397.190033
  nChanged 54
		SP:Iteration 23Q (122510.470000 sec): 3 clusters
  Score: Raw -938331.620322 + Penalty 2924.233676 = -935407.386646
  nChanged 55
		SP:Iteration 24Q (122510.650000 sec): 3 clusters
  Score: Raw -938343.076181 + Penalty 2924.233676 = -935418.842506
  nChanged 57
		SP:Iteration 25Q (122510.850000 sec): 3 clusters
  Score: Raw -938354.756949 + Penalty 2924.233676 = -935430.523273
  nChanged 47
		SP:Iteration 26Q (122511.060000 sec): 3 clusters
  Score: Raw -938366.598144 + Penalty 2924.233676 = -935442.364468
  nChanged 48
		SP:Iteration 27Q (122511.240000 sec): 3 clusters
  Score: Raw -938376.759237 + Penalty 2924.233676 = -935452.525562
  nChanged 48
		SP:Iteration 28Q (122511.440000 sec): 3 clusters
  Score: Raw -938386.877467 + Penalty 2924.233676 = -935462.643791
  nChanged 42
		SP:Iteration 29Q (122511.660000 sec): 3 clusters
  Score: Raw -938394.402864 + Penalty 2924.233676 = -935470.169189
  nChanged 38
		SP:Iteration 30Q (122511.860000 sec): 3 clusters
  Score: Raw -938401.571214 + Penalty 2924.233676 = -935477.337539
  nChanged 40
		SP:Iteration 31Q (122512.080000 sec): 3 clusters
  Score: Raw -938409.811166 + Penalty 2924.233676 = -935485.577490
  nChanged 37
		SP:Iteration 32Q (122512.330000 sec): 3 clusters
  Score: Raw -938416.094485 + Penalty 2924.233676 = -935491.860809
  nChanged 25
		SP:Iteration 33Q (122512.510000 sec): 3 clusters
  Score: Raw -938419.458936 + Penalty 2924.233676 = -935495.225261
  nChanged 18
		SP:Iteration 34Q (122512.740000 sec): 3 clusters
  Score: Raw -938422.822372 + Penalty 2924.233676 = -935498.588697
  nChanged 16
		SP:Iteration 35Q (122512.970000 sec): 3 clusters
  Score: Raw -938425.661307 + Penalty 2924.233676 = -935501.427632
  nChanged 20
		SP:Iteration 36Q (122513.150000 sec): 3 clusters
  Score: Raw -938429.174973 + Penalty 2924.233676 = -935504.941297
  nChanged 22
		SP:Iteration 37Q (122513.360000 sec): 3 clusters
  Score: Raw -938432.619758 + Penalty 2924.233676 = -935508.386082
  nChanged 19
		SP:Iteration 38Q (122513.580000 sec): 3 clusters
  Score: Raw -938436.041112 + Penalty 2924.233676 = -935511.807436
  nChanged 20
		SP:Iteration 39Q (122513.850000 sec): 3 clusters
  Score: Raw -938438.947619 + Penalty 2924.233676 = -935514.713944
  nChanged 15
		SP:Iteration 40F (122514.020000 sec): 3 clusters
  Score: Raw -938441.336379 + Penalty 2924.233676 = -935517.102704
  nChanged 17
		SP:Iteration 41Q (122514.200000 sec): 3 clusters
  Score: Raw -938443.957667 + Penalty 2924.233676 = -935519.723991
  nChanged 19
		SP:Iteration 42Q (122514.440000 sec): 3 clusters
  Score: Raw -938446.630171 + Penalty 2924.233676 = -935522.396495
  nChanged 18
		SP:Iteration 43Q (122514.680000 sec): 3 clusters
  Score: Raw -938449.568813 + Penalty 2924.233676 = -935525.335138
  nChanged 14
		SP:Iteration 44Q (122514.850000 sec): 3 clusters
  Score: Raw -938452.402501 + Penalty 2924.233676 = -935528.168825
  nChanged 20
		SP:Iteration 45Q (122515.100000 sec): 3 clusters
  Score: Raw -938456.140226 + Penalty 2924.233676 = -935531.906550
  nChanged 20
		SP:Iteration 46Q (122515.300000 sec): 3 clusters
  Score: Raw -938459.706963 + Penalty 2924.233676 = -935535.473288
  nChanged 21
		SP:Iteration 47Q (122515.520000 sec): 3 clusters
  Score: Raw -938463.727774 + Penalty 2924.233676 = -935539.494098
  nChanged 21
		SP:Iteration 48Q (122515.730000 sec): 3 clusters
  Score: Raw -938467.388989 + Penalty 2924.233676 = -935543.155314
  nChanged 19
		SP:Iteration 49Q (122515.900000 sec): 3 clusters
  Score: Raw -938470.611662 + Penalty 2924.233676 = -935546.377986
  nChanged 10
		SP:Iteration 50Q (122516.120000 sec): 3 clusters
  Score: Raw -938472.153054 + Penalty 2924.233676 = -935547.919378
  nChanged 9
		SP:Iteration 51Q (122516.300000 sec): 3 clusters
  Score: Raw -938473.250366 + Penalty 2924.233676 = -935549.016691
  nChanged 12
		SP:Iteration 52Q (122516.540000 sec): 3 clusters
  Score: Raw -938474.580474 + Penalty 2924.233676 = -935550.346798
  nChanged 10
		SP:Iteration 53Q (122516.690000 sec): 3 clusters
  Score: Raw -938475.841567 + Penalty 2924.233676 = -935551.607891
  nChanged 10
		SP:Iteration 54Q (122516.860000 sec): 3 clusters
  Score: Raw -938477.673651 + Penalty 2924.233676 = -935553.439975
  nChanged 13
		SP:Iteration 55Q (122517.100000 sec): 3 clusters
  Score: Raw -938479.408998 + Penalty 2924.233676 = -935555.175323
  nChanged 15
		SP:Iteration 56Q (122517.270000 sec): 3 clusters
  Score: Raw -938481.731314 + Penalty 2924.233676 = -935557.497639
  nChanged 16
		SP:Iteration 57Q (122517.500000 sec): 3 clusters
  Score: Raw -938483.892801 + Penalty 2924.233676 = -935559.659125
  nChanged 12
		SP:Iteration 58Q (122517.740000 sec): 3 clusters
  Score: Raw -938485.208043 + Penalty 2924.233676 = -935560.974368
  nChanged 4
		SP:Iteration 59Q (122517.960000 sec): 3 clusters
  Score: Raw -938485.857350 + Penalty 2924.233676 = -935561.623674
  nChanged 6
		SP:Iteration 60F (122518.200000 sec): 3 clusters
  Score: Raw -938486.518497 + Penalty 2924.233676 = -935562.284821
  nChanged 7
		SP:Iteration 61Q (122518.400000 sec): 3 clusters
  Score: Raw -938487.624588 + Penalty 2924.233676 = -935563.390912
  nChanged 8
		SP:Iteration 62Q (122518.600000 sec): 3 clusters
  Score: Raw -938488.575485 + Penalty 2924.233676 = -935564.341809
  nChanged 8
		SP:Iteration 63Q (122518.800000 sec): 3 clusters
  Score: Raw -938489.403951 + Penalty 2924.233676 = -935565.170276
  nChanged 8
		SP:Iteration 64Q (122519.050000 sec): 3 clusters
  Score: Raw -938490.327188 + Penalty 2924.233676 = -935566.093512
  nChanged 6
		SP:Iteration 65Q (122519.250000 sec): 3 clusters
  Score: Raw -938491.434606 + Penalty 2924.233676 = -935567.200931
  nChanged 7
		SP:Iteration 66Q (122519.500000 sec): 3 clusters
  Score: Raw -938492.553165 + Penalty 2924.233676 = -935568.319489
  nChanged 6
		SP:Iteration 67Q (122519.720000 sec): 3 clusters
  Score: Raw -938493.927079 + Penalty 2924.233676 = -935569.693403
  nChanged 12
		SP:Iteration 68Q (122519.950000 sec): 3 clusters
  Score: Raw -938495.573746 + Penalty 2924.233676 = -935571.340070
  nChanged 8
		SP:Iteration 69Q (122520.130000 sec): 3 clusters
  Score: Raw -938496.469343 + Penalty 2924.233676 = -935572.235667
  nChanged 4
		SP:Iteration 70Q (122520.350000 sec): 3 clusters
  Score: Raw -938497.278086 + Penalty 2924.233676 = -935573.044410
  nChanged 6
		SP:Iteration 71Q (122520.530000 sec): 3 clusters
  Score: Raw -938497.840160 + Penalty 2924.233676 = -935573.606484
  nChanged 5
		SP:Iteration 72Q (122520.760000 sec): 3 clusters
  Score: Raw -938498.121496 + Penalty 2924.233676 = -935573.887821
  nChanged 3
		SP:Iteration 73Q (122520.980000 sec): 3 clusters
  Score: Raw -938498.440324 + Penalty 2924.233676 = -935574.206649
  nChanged 3
		SP:Iteration 74Q (122521.150000 sec): 3 clusters
  Score: Raw -938498.993424 + Penalty 2924.233676 = -935574.759748
  nChanged 5
		SP:Iteration 75Q (122521.320000 sec): 3 clusters
  Score: Raw -938499.775899 + Penalty 2924.233676 = -935575.542224
  nChanged 7
		SP:Iteration 76Q (122521.580000 sec): 3 clusters
  Score: Raw -938501.162490 + Penalty 2924.233676 = -935576.928815
  nChanged 10
		SP:Iteration 77Q (122521.770000 sec): 3 clusters
  Score: Raw -938502.307393 + Penalty 2924.233676 = -935578.073717
  nChanged 7
		SP:Iteration 78Q (122521.990000 sec): 3 clusters
  Score: Raw -938503.098382 + Penalty 2924.233676 = -935578.864707
  nChanged 6
		SP:Iteration 79Q (122522.200000 sec): 3 clusters
  Score: Raw -938504.152942 + Penalty 2924.233676 = -935579.919267
  nChanged 9
		SP:Iteration 80F (122522.420000 sec): 3 clusters
  Score: Raw -938505.277439 + Penalty 2924.233676 = -935581.043764
  nChanged 3
		SP:Iteration 81Q (122522.620000 sec): 3 clusters
  Score: Raw -938505.376841 + Penalty 2924.233676 = -935581.143166
  nChanged 0
		SP:Iteration 82F (122522.860000 sec): 3 clusters
  Score: Raw -938505.376841 + Penalty 2924.233676 = -935581.143166
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122522.970000 sec): 2 clusters
  Score: Raw -64795.847513 + Penalty 1023.280264 = -63772.567249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122523.140000 sec): 3 clusters
  Score: Raw -64736.929102 + Penalty 2046.560529 = -62690.368573
  nChanged 135
		SP:Iteration 1F (122523.290000 sec): 3 clusters
  Score: Raw -64905.895083 + Penalty 2046.560529 = -62859.334554
  nChanged 39
		SP:Iteration 2F (122523.500000 sec): 3 clusters
  Score: Raw -64974.192851 + Penalty 2046.560529 = -62927.632322
  nChanged 24
		SP:Iteration 3Q (122523.630000 sec): 3 clusters
  Score: Raw -65001.077943 + Penalty 2046.560529 = -62954.517414
  nChanged 7
		SP:Iteration 4Q (122523.820000 sec): 3 clusters
  Score: Raw -65011.876539 + Penalty 2046.560529 = -62965.316010
  nChanged 6
		SP:Iteration 5Q (122524.010000 sec): 3 clusters
  Score: Raw -65017.574452 + Penalty 2046.560529 = -62971.013923
  nChanged 6
		SP:Iteration 6Q (122524.180000 sec): 3 clusters
  Score: Raw -65027.700513 + Penalty 2046.560529 = -62981.139985
  nChanged 5
		SP:Iteration 7Q (122524.380000 sec): 3 clusters
  Score: Raw -65031.957654 + Penalty 2046.560529 = -62985.397125
  nChanged 1
		SP:Iteration 8Q (122524.560000 sec): 3 clusters
  Score: Raw -65032.125178 + Penalty 2046.560529 = -62985.564649
  nChanged 0
		SP:Iteration 9F (122524.760000 sec): 3 clusters
  Score: Raw -65032.125178 + Penalty 2046.560529 = -62985.564649
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122524.850000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122525.060000 sec): 3 clusters
  Score: Raw -61204.714288 + Penalty 2057.159294 = -59147.554994
  nChanged 137
		SP:Iteration 1F (122525.260000 sec): 3 clusters
  Score: Raw -61400.225269 + Penalty 2057.159294 = -59343.065974
  nChanged 38
		SP:Iteration 2F (122525.440000 sec): 3 clusters
  Score: Raw -61455.454635 + Penalty 2057.159294 = -59398.295341
  nChanged 12
		SP:Iteration 3Q (122525.650000 sec): 3 clusters
  Score: Raw -61483.376334 + Penalty 2057.159294 = -59426.217040
  nChanged 9
		SP:Iteration 4Q (122525.860000 sec): 3 clusters
  Score: Raw -61494.542907 + Penalty 2057.159294 = -59437.383612
  nChanged 4
		SP:Iteration 5Q (122526.080000 sec): 3 clusters
  Score: Raw -61499.811745 + Penalty 2057.159294 = -59442.652451
  nChanged 5
		SP:Iteration 6Q (122526.200000 sec): 3 clusters
  Score: Raw -61508.190765 + Penalty 2057.159294 = -59451.031470
  nChanged 5
		SP:Iteration 7Q (122526.400000 sec): 3 clusters
  Score: Raw -61513.680148 + Penalty 2057.159294 = -59456.520853
  nChanged 6
		SP:Iteration 8Q (122526.560000 sec): 3 clusters
  Score: Raw -61522.277526 + Penalty 2057.159294 = -59465.118232
  nChanged 4
		SP:Iteration 9Q (122526.720000 sec): 3 clusters
  Score: Raw -61530.931382 + Penalty 2057.159294 = -59473.772087
  nChanged 8
		SP:Iteration 10Q (122526.930000 sec): 3 clusters
  Score: Raw -61544.616658 + Penalty 2057.159294 = -59487.457363
  nChanged 7
		SP:Iteration 11Q (122527.060000 sec): 3 clusters
  Score: Raw -61551.347971 + Penalty 2057.159294 = -59494.188677
  nChanged 5
		SP:Iteration 12Q (122527.240000 sec): 3 clusters
  Score: Raw -61557.355959 + Penalty 2057.159294 = -59500.196664
  nChanged 3
		SP:Iteration 13Q (122527.400000 sec): 3 clusters
  Score: Raw -61564.859599 + Penalty 2057.159294 = -59507.700304
  nChanged 5
		SP:Iteration 14Q (122527.580000 sec): 3 clusters
  Score: Raw -61572.858275 + Penalty 2057.159294 = -59515.698981
  nChanged 5
		SP:Iteration 15Q (122527.680000 sec): 3 clusters
  Score: Raw -61579.714760 + Penalty 2057.159294 = -59522.555465
  nChanged 6
		SP:Iteration 16Q (122527.860000 sec): 3 clusters
  Score: Raw -61594.396266 + Penalty 2057.159294 = -59537.236972
  nChanged 4
		SP:Iteration 17Q (122528.010000 sec): 3 clusters
  Score: Raw -61604.495622 + Penalty 2057.159294 = -59547.336328
  nChanged 8
		SP:Iteration 18Q (122528.200000 sec): 3 clusters
  Score: Raw -61640.724144 + Penalty 2057.159294 = -59583.564850
  nChanged 11
		SP:Iteration 19Q (122528.340000 sec): 3 clusters
  Score: Raw -61671.210643 + Penalty 2057.159294 = -59614.051349
  nChanged 9
		SP:Iteration 20F (122528.490000 sec): 3 clusters
  Score: Raw -61688.368908 + Penalty 2057.159294 = -59631.209614
  nChanged 7
		SP:Iteration 21Q (122528.670000 sec): 3 clusters
  Score: Raw -61702.367384 + Penalty 2057.159294 = -59645.208090
  nChanged 8
		SP:Iteration 22Q (122528.850000 sec): 3 clusters
  Score: Raw -61736.164657 + Penalty 2057.159294 = -59679.005362
  nChanged 9
		SP:Iteration 23Q (122529.040000 sec): 3 clusters
  Score: Raw -61755.616543 + Penalty 2057.159294 = -59698.457249
  nChanged 11
		SP:Iteration 24Q (122529.200000 sec): 3 clusters
  Score: Raw -61779.496198 + Penalty 2057.159294 = -59722.336903
  nChanged 10
		SP:Iteration 25Q (122529.350000 sec): 3 clusters
  Score: Raw -61796.467969 + Penalty 2057.159294 = -59739.308675
  nChanged 5
		SP:Iteration 26Q (122529.450000 sec): 3 clusters
  Score: Raw -61806.522058 + Penalty 2057.159294 = -59749.362764
  nChanged 5
		SP:Iteration 27Q (122529.600000 sec): 3 clusters
  Score: Raw -61814.814487 + Penalty 2057.159294 = -59757.655193
  nChanged 4
		SP:Iteration 28Q (122529.750000 sec): 3 clusters
  Score: Raw -61820.669411 + Penalty 2057.159294 = -59763.510117
  nChanged 3
		SP:Iteration 29Q (122529.900000 sec): 3 clusters
  Score: Raw -61826.259886 + Penalty 2057.159294 = -59769.100591
  nChanged 5
		SP:Iteration 30Q (122530.040000 sec): 3 clusters
  Score: Raw -61845.718602 + Penalty 2057.159294 = -59788.559308
  nChanged 10
		SP:Iteration 31Q (122530.180000 sec): 3 clusters
  Score: Raw -61897.057853 + Penalty 2057.159294 = -59839.898558
  nChanged 8
		SP:Iteration 32Q (122530.380000 sec): 3 clusters
  Score: Raw -61919.386231 + Penalty 2057.159294 = -59862.226937
  nChanged 7
		SP:Iteration 33Q (122530.530000 sec): 3 clusters
  Score: Raw -61940.072833 + Penalty 2057.159294 = -59882.913538
  nChanged 4
		SP:Iteration 34Q (122530.680000 sec): 3 clusters
  Score: Raw -61969.794569 + Penalty 2057.159294 = -59912.635275
  nChanged 0
		SP:Iteration 35F (122530.890000 sec): 3 clusters
  Score: Raw -61969.794569 + Penalty 2057.159294 = -59912.635275
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122530.960000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122531.100000 sec): 3 clusters
  Score: Raw -19069.360902 + Penalty 1713.724857 = -17355.636046
  nChanged 28
		SP:Iteration 1F (122531.260000 sec): 3 clusters
  Score: Raw -19164.430709 + Penalty 1713.724857 = -17450.705852
  nChanged 7
		SP:Iteration 2Q (122531.430000 sec): 3 clusters
  Score: Raw -19186.413372 + Penalty 1713.724857 = -17472.688516
  nChanged 2
		SP:Iteration 3Q (122531.660000 sec): 3 clusters
  Score: Raw -19206.647782 + Penalty 1713.724857 = -17492.922925
  nChanged 1
		SP:Iteration 4Q (122531.860000 sec): 3 clusters
  Score: Raw -19209.836354 + Penalty 1713.724857 = -17496.111497
  nChanged 0
		SP:Iteration 5F (122532.060000 sec): 3 clusters
  Score: Raw -19209.836354 + Penalty 1713.724857 = -17496.111497
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122532.180000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122532.370000 sec): 3 clusters
  Score: Raw -21135.699404 + Penalty 1800.910652 = -19334.788752
  nChanged 47
		SP:Iteration 1F (122532.530000 sec): 3 clusters
  Score: Raw -21263.394640 + Penalty 1800.910652 = -19462.483988
  nChanged 18
		SP:Iteration 2F (122532.720000 sec): 3 clusters
  Score: Raw -21322.871911 + Penalty 1800.910652 = -19521.961259
  nChanged 3
		SP:Iteration 3Q (122532.940000 sec): 3 clusters
  Score: Raw -21326.678848 + Penalty 1800.910652 = -19525.768195
  nChanged 2
		SP:Iteration 4Q (122533.090000 sec): 3 clusters
  Score: Raw -21332.197938 + Penalty 1800.910652 = -19531.287286
  nChanged 1
		SP:Iteration 5Q (122533.240000 sec): 3 clusters
  Score: Raw -21334.465244 + Penalty 1800.910652 = -19533.554592
  nChanged 1
		SP:Iteration 6Q (122533.460000 sec): 3 clusters
  Score: Raw -21338.586267 + Penalty 1800.910652 = -19537.675615
  nChanged 1
		SP:Iteration 7Q (122533.630000 sec): 3 clusters
  Score: Raw -21353.899565 + Penalty 1800.910652 = -19552.988913
  nChanged 3
		SP:Iteration 8Q (122533.820000 sec): 3 clusters
  Score: Raw -21371.209061 + Penalty 1800.910652 = -19570.298409
  nChanged 3
		SP:Iteration 9Q (122534.050000 sec): 3 clusters
  Score: Raw -21396.174986 + Penalty 1800.910652 = -19595.264334
  nChanged 1
		SP:Iteration 10Q (122534.230000 sec): 3 clusters
  Score: Raw -21398.586821 + Penalty 1800.910652 = -19597.676169
  nChanged 1
		SP:Iteration 11Q (122534.330000 sec): 3 clusters
  Score: Raw -21401.637570 + Penalty 1800.910652 = -19600.726918
  nChanged 0
		SP:Iteration 12F (122534.480000 sec): 3 clusters
  Score: Raw -21401.637570 + Penalty 1800.910652 = -19600.726918
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122534.580000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122534.770000 sec): 3 clusters
  Score: Raw -25471.373495 + Penalty 1775.745337 = -23695.628158
  nChanged 26
		SP:Iteration 1F (122534.930000 sec): 3 clusters
  Score: Raw -25532.458569 + Penalty 1775.745337 = -23756.713232
  nChanged 4
		SP:Iteration 2Q (122535.050000 sec): 3 clusters
  Score: Raw -25545.044867 + Penalty 1775.745337 = -23769.299531
  nChanged 3
		SP:Iteration 3Q (122535.200000 sec): 3 clusters
  Score: Raw -25571.360904 + Penalty 1775.745337 = -23795.615567
  nChanged 3
		SP:Iteration 4Q (122535.390000 sec): 3 clusters
  Score: Raw -25580.984814 + Penalty 1775.745337 = -23805.239478
  nChanged 2
		SP:Iteration 5Q (122535.590000 sec): 3 clusters
  Score: Raw -25587.373566 + Penalty 1775.745337 = -23811.628229
  nChanged 0
		SP:Iteration 6F (122535.720000 sec): 3 clusters
  Score: Raw -25587.373566 + Penalty 1775.745337 = -23811.628229
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122535.830000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122535.960000 sec): 3 clusters
  Score: Raw -67856.279776 + Penalty 2077.373062 = -65778.906714
  nChanged 151
		SP:Iteration 1F (122536.180000 sec): 3 clusters
  Score: Raw -68142.381274 + Penalty 2077.373062 = -66065.008212
  nChanged 43
		SP:Iteration 2F (122536.330000 sec): 3 clusters
  Score: Raw -68220.434132 + Penalty 2077.373062 = -66143.061070
  nChanged 25
		SP:Iteration 3Q (122536.560000 sec): 3 clusters
  Score: Raw -68288.534830 + Penalty 2077.373062 = -66211.161768
  nChanged 20
		SP:Iteration 4Q (122536.690000 sec): 3 clusters
  Score: Raw -68328.360839 + Penalty 2077.373062 = -66250.987778
  nChanged 11
		SP:Iteration 5Q (122536.870000 sec): 3 clusters
  Score: Raw -68361.047731 + Penalty 2077.373062 = -66283.674669
  nChanged 6
		SP:Iteration 6Q (122537.070000 sec): 3 clusters
  Score: Raw -68382.490888 + Penalty 2077.373062 = -66305.117826
  nChanged 5
		SP:Iteration 7Q (122537.210000 sec): 3 clusters
  Score: Raw -68391.144317 + Penalty 2077.373062 = -66313.771255
  nChanged 5
		SP:Iteration 8Q (122537.430000 sec): 3 clusters
  Score: Raw -68413.399317 + Penalty 2077.373062 = -66336.026255
  nChanged 3
		SP:Iteration 9Q (122537.530000 sec): 3 clusters
  Score: Raw -68417.028306 + Penalty 2077.373062 = -66339.655245
  nChanged 2
		SP:Iteration 10Q (122537.690000 sec): 3 clusters
  Score: Raw -68427.205395 + Penalty 2077.373062 = -66349.832333
  nChanged 3
		SP:Iteration 11Q (122537.830000 sec): 3 clusters
  Score: Raw -68431.263428 + Penalty 2077.373062 = -66353.890366
  nChanged 0
		SP:Iteration 12F (122537.970000 sec): 3 clusters
  Score: Raw -68431.263428 + Penalty 2077.373062 = -66353.890366
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122538.080000 sec): 2 clusters
  Score: Raw -185623.878583 + Penalty 1197.867010 = -184426.011572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122538.230000 sec): 3 clusters
  Score: Raw -184978.518464 + Penalty 2395.734021 = -182582.784443
  nChanged 579
		SP:Iteration 1F (122538.410000 sec): 3 clusters
  Score: Raw -185406.521297 + Penalty 2395.734021 = -183010.787276
  nChanged 156
		SP:Iteration 2F (122538.510000 sec): 3 clusters
  Score: Raw -185549.851501 + Penalty 2395.734021 = -183154.117480
  nChanged 91
		SP:Iteration 3F (122538.690000 sec): 3 clusters
  Score: Raw -185616.388730 + Penalty 2395.734021 = -183220.654709
  nChanged 61
		SP:Iteration 4Q (122538.820000 sec): 3 clusters
  Score: Raw -185666.259705 + Penalty 2395.734021 = -183270.525684
  nChanged 54
		SP:Iteration 5Q (122538.990000 sec): 3 clusters
  Score: Raw -185715.167267 + Penalty 2395.734021 = -183319.433246
  nChanged 46
		SP:Iteration 6Q (122539.170000 sec): 3 clusters
  Score: Raw -185753.398727 + Penalty 2395.734021 = -183357.664706
  nChanged 39
		SP:Iteration 7Q (122539.320000 sec): 3 clusters
  Score: Raw -185779.260052 + Penalty 2395.734021 = -183383.526031
  nChanged 26
		SP:Iteration 8Q (122539.470000 sec): 3 clusters
  Score: Raw -185795.923458 + Penalty 2395.734021 = -183400.189437
  nChanged 21
		SP:Iteration 9Q (122539.620000 sec): 3 clusters
  Score: Raw -185808.377449 + Penalty 2395.734021 = -183412.643428
  nChanged 17
		SP:Iteration 10Q (122539.760000 sec): 3 clusters
  Score: Raw -185822.035492 + Penalty 2395.734021 = -183426.301471
  nChanged 15
		SP:Iteration 11Q (122539.950000 sec): 3 clusters
  Score: Raw -185830.742767 + Penalty 2395.734021 = -183435.008746
  nChanged 12
		SP:Iteration 12Q (122540.130000 sec): 3 clusters
  Score: Raw -185837.931994 + Penalty 2395.734021 = -183442.197973
  nChanged 13
		SP:Iteration 13Q (122540.310000 sec): 3 clusters
  Score: Raw -185844.630523 + Penalty 2395.734021 = -183448.896502
  nChanged 5
		SP:Iteration 14Q (122540.470000 sec): 3 clusters
  Score: Raw -185848.695949 + Penalty 2395.734021 = -183452.961928
  nChanged 6
		SP:Iteration 15Q (122540.690000 sec): 3 clusters
  Score: Raw -185852.907373 + Penalty 2395.734021 = -183457.173352
  nChanged 4
		SP:Iteration 16Q (122540.860000 sec): 3 clusters
  Score: Raw -185855.579365 + Penalty 2395.734021 = -183459.845344
  nChanged 5
		SP:Iteration 17Q (122541.010000 sec): 3 clusters
  Score: Raw -185859.870076 + Penalty 2395.734021 = -183464.136055
  nChanged 12
		SP:Iteration 18Q (122541.230000 sec): 3 clusters
  Score: Raw -185866.168770 + Penalty 2395.734021 = -183470.434749
  nChanged 7
		SP:Iteration 19Q (122541.390000 sec): 3 clusters
  Score: Raw -185870.697198 + Penalty 2395.734021 = -183474.963177
  nChanged 7
		SP:Iteration 20F (122541.570000 sec): 3 clusters
  Score: Raw -185874.664959 + Penalty 2395.734021 = -183478.930938
  nChanged 4
		SP:Iteration 21Q (122541.710000 sec): 3 clusters
  Score: Raw -185877.286585 + Penalty 2395.734021 = -183481.552564
  nChanged 4
		SP:Iteration 22Q (122541.880000 sec): 3 clusters
  Score: Raw -185880.715099 + Penalty 2395.734021 = -183484.981078
  nChanged 7
		SP:Iteration 23Q (122542.020000 sec): 3 clusters
  Score: Raw -185884.195012 + Penalty 2395.734021 = -183488.460991
  nChanged 7
		SP:Iteration 24Q (122542.200000 sec): 3 clusters
  Score: Raw -185888.486718 + Penalty 2395.734021 = -183492.752697
  nChanged 5
		SP:Iteration 25Q (122542.430000 sec): 3 clusters
  Score: Raw -185892.410589 + Penalty 2395.734021 = -183496.676568
  nChanged 3
		SP:Iteration 26Q (122542.610000 sec): 3 clusters
  Score: Raw -185893.736439 + Penalty 2395.734021 = -183498.002418
  nChanged 1
		SP:Iteration 27Q (122542.760000 sec): 3 clusters
  Score: Raw -185893.953943 + Penalty 2395.734021 = -183498.219922
  nChanged 0
		SP:Iteration 28F (122542.960000 sec): 3 clusters
  Score: Raw -185893.953943 + Penalty 2395.734021 = -183498.219922
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122543.140000 sec): 2 clusters
  Score: Raw -2180633.451137 + Penalty 1589.519562 = -2179043.931574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122543.350000 sec): 3 clusters
  Score: Raw -2170169.841959 + Penalty 3179.039124 = -2166990.802835
  nChanged 7900
		SP:Iteration 1F (122543.590000 sec): 3 clusters
  Score: Raw -2174484.450695 + Penalty 3179.039124 = -2171305.411571
  nChanged 1035
		SP:Iteration 2F (122543.850000 sec): 3 clusters
  Score: Raw -2174964.339940 + Penalty 3179.039124 = -2171785.300816
  nChanged 998
		SP:Iteration 3F (122544.100000 sec): 3 clusters
  Score: Raw -2175416.185105 + Penalty 3179.039124 = -2172237.145981
  nChanged 922
		SP:Iteration 4F (122544.410000 sec): 3 clusters
  Score: Raw -2175844.609598 + Penalty 3179.039124 = -2172665.570474
  nChanged 903
		SP:Iteration 5F (122544.650000 sec): 3 clusters
  Score: Raw -2176275.482561 + Penalty 3179.039124 = -2173096.443436
  nChanged 845
		SP:Iteration 6Q (122544.910000 sec): 3 clusters
  Score: Raw -2176651.655320 + Penalty 3179.039124 = -2173472.616196
  nChanged 834
		SP:Iteration 7Q (122545.160000 sec): 3 clusters
  Score: Raw -2176999.446913 + Penalty 3179.039124 = -2173820.407789
  nChanged 755
		SP:Iteration 8Q (122545.470000 sec): 3 clusters
  Score: Raw -2177334.322100 + Penalty 3179.039124 = -2174155.282975
  nChanged 696
		SP:Iteration 9Q (122545.690000 sec): 3 clusters
  Score: Raw -2177638.451905 + Penalty 3179.039124 = -2174459.412781
  nChanged 648
		SP:Iteration 10Q (122545.990000 sec): 3 clusters
  Score: Raw -2177920.626249 + Penalty 3179.039124 = -2174741.587125
  nChanged 607
		SP:Iteration 11Q (122546.270000 sec): 3 clusters
  Score: Raw -2178207.264775 + Penalty 3179.039124 = -2175028.225650
  nChanged 621
		SP:Iteration 12Q (122546.560000 sec): 3 clusters
  Score: Raw -2178525.403100 + Penalty 3179.039124 = -2175346.363975
  nChanged 603
		SP:Iteration 13Q (122546.810000 sec): 3 clusters
  Score: Raw -2178850.284579 + Penalty 3179.039124 = -2175671.245455
  nChanged 601
		SP:Iteration 14Q (122547.070000 sec): 3 clusters
  Score: Raw -2179177.636954 + Penalty 3179.039124 = -2175998.597830
  nChanged 542
		SP:Iteration 15Q (122547.370000 sec): 3 clusters
  Score: Raw -2179460.419351 + Penalty 3179.039124 = -2176281.380227
  nChanged 453
		SP:Iteration 16Q (122547.660000 sec): 3 clusters
  Score: Raw -2179697.791313 + Penalty 3179.039124 = -2176518.752189
  nChanged 437
		SP:Iteration 17Q (122547.890000 sec): 3 clusters
  Score: Raw -2179918.886783 + Penalty 3179.039124 = -2176739.847659
  nChanged 371
		SP:Iteration 18Q (122548.170000 sec): 3 clusters
  Score: Raw -2180112.218840 + Penalty 3179.039124 = -2176933.179715
  nChanged 338
		SP:Iteration 19Q (122548.430000 sec): 3 clusters
  Score: Raw -2180289.634673 + Penalty 3179.039124 = -2177110.595549
  nChanged 292
		SP:Iteration 20F (122548.700000 sec): 3 clusters
  Score: Raw -2180445.844012 + Penalty 3179.039124 = -2177266.804887
  nChanged 255
		SP:Iteration 21Q (122548.950000 sec): 3 clusters
  Score: Raw -2180585.439724 + Penalty 3179.039124 = -2177406.400600
  nChanged 211
		SP:Iteration 22Q (122549.150000 sec): 3 clusters
  Score: Raw -2180690.474859 + Penalty 3179.039124 = -2177511.435735
  nChanged 163
		SP:Iteration 23Q (122549.420000 sec): 3 clusters
  Score: Raw -2180775.031593 + Penalty 3179.039124 = -2177595.992469
  nChanged 132
		SP:Iteration 24Q (122549.700000 sec): 3 clusters
  Score: Raw -2180837.851792 + Penalty 3179.039124 = -2177658.812668
  nChanged 85
		SP:Iteration 25Q (122549.910000 sec): 3 clusters
  Score: Raw -2180880.041967 + Penalty 3179.039124 = -2177701.002842
  nChanged 75
		SP:Iteration 26Q (122550.140000 sec): 3 clusters
  Score: Raw -2180918.859728 + Penalty 3179.039124 = -2177739.820603
  nChanged 48
		SP:Iteration 27Q (122550.380000 sec): 3 clusters
  Score: Raw -2180939.222852 + Penalty 3179.039124 = -2177760.183727
  nChanged 36
		SP:Iteration 28Q (122550.620000 sec): 3 clusters
  Score: Raw -2180953.937963 + Penalty 3179.039124 = -2177774.898839
  nChanged 39
		SP:Iteration 29Q (122550.870000 sec): 3 clusters
  Score: Raw -2180969.523454 + Penalty 3179.039124 = -2177790.484330
  nChanged 30
		SP:Iteration 30Q (122551.100000 sec): 3 clusters
  Score: Raw -2180981.509222 + Penalty 3179.039124 = -2177802.470097
  nChanged 24
		SP:Iteration 31Q (122551.360000 sec): 3 clusters
  Score: Raw -2180991.018565 + Penalty 3179.039124 = -2177811.979441
  nChanged 18
		SP:Iteration 32Q (122551.580000 sec): 3 clusters
  Score: Raw -2180998.703177 + Penalty 3179.039124 = -2177819.664053
  nChanged 16
		SP:Iteration 33Q (122551.810000 sec): 3 clusters
  Score: Raw -2181004.615187 + Penalty 3179.039124 = -2177825.576062
  nChanged 14
		SP:Iteration 34Q (122552.060000 sec): 3 clusters
  Score: Raw -2181010.948060 + Penalty 3179.039124 = -2177831.908936
  nChanged 14
		SP:Iteration 35Q (122552.280000 sec): 3 clusters
  Score: Raw -2181018.779179 + Penalty 3179.039124 = -2177839.740054
  nChanged 12
		SP:Iteration 36Q (122552.500000 sec): 3 clusters
  Score: Raw -2181023.926180 + Penalty 3179.039124 = -2177844.887055
  nChanged 9
		SP:Iteration 37Q (122552.740000 sec): 3 clusters
  Score: Raw -2181027.208900 + Penalty 3179.039124 = -2177848.169775
  nChanged 8
		SP:Iteration 38Q (122552.960000 sec): 3 clusters
  Score: Raw -2181030.583502 + Penalty 3179.039124 = -2177851.544378
  nChanged 5
		SP:Iteration 39Q (122553.150000 sec): 3 clusters
  Score: Raw -2181032.961458 + Penalty 3179.039124 = -2177853.922333
  nChanged 2
		SP:Iteration 40F (122553.390000 sec): 3 clusters
  Score: Raw -2181033.573890 + Penalty 3179.039124 = -2177854.534766
  nChanged 1
		SP:Iteration 41Q (122553.640000 sec): 3 clusters
  Score: Raw -2181033.809621 + Penalty 3179.039124 = -2177854.770496
  nChanged 1
		SP:Iteration 42Q (122553.860000 sec): 3 clusters
  Score: Raw -2181034.563656 + Penalty 3179.039124 = -2177855.524532
  nChanged 4
		SP:Iteration 43Q (122554.090000 sec): 3 clusters
  Score: Raw -2181036.255384 + Penalty 3179.039124 = -2177857.216259
  nChanged 3
		SP:Iteration 44Q (122554.320000 sec): 3 clusters
  Score: Raw -2181037.327981 + Penalty 3179.039124 = -2177858.288857
  nChanged 1
		SP:Iteration 45Q (122554.540000 sec): 3 clusters
  Score: Raw -2181037.658427 + Penalty 3179.039124 = -2177858.619303
  nChanged 2
		SP:Iteration 46Q (122554.740000 sec): 3 clusters
  Score: Raw -2181038.248847 + Penalty 3179.039124 = -2177859.209723
  nChanged 2
		SP:Iteration 47Q (122554.990000 sec): 3 clusters
  Score: Raw -2181038.550379 + Penalty 3179.039124 = -2177859.511255
  nChanged 1
		SP:Iteration 48Q (122555.260000 sec): 3 clusters
  Score: Raw -2181039.525840 + Penalty 3179.039124 = -2177860.486715
  nChanged 2
		SP:Iteration 49Q (122555.500000 sec): 3 clusters
  Score: Raw -2181040.111585 + Penalty 3179.039124 = -2177861.072460
  nChanged 2
		SP:Iteration 50Q (122555.710000 sec): 3 clusters
  Score: Raw -2181041.143030 + Penalty 3179.039124 = -2177862.103906
  nChanged 1
		SP:Iteration 51Q (122555.960000 sec): 3 clusters
  Score: Raw -2181041.682915 + Penalty 3179.039124 = -2177862.643791
  nChanged 1
		SP:Iteration 52Q (122556.170000 sec): 3 clusters
  Score: Raw -2181042.738167 + Penalty 3179.039124 = -2177863.699043
  nChanged 1
		SP:Iteration 53Q (122556.380000 sec): 3 clusters
  Score: Raw -2181043.436163 + Penalty 3179.039124 = -2177864.397039
  nChanged 1
		SP:Iteration 54Q (122556.660000 sec): 3 clusters
  Score: Raw -2181043.890260 + Penalty 3179.039124 = -2177864.851136
  nChanged 1
		SP:Iteration 55Q (122556.850000 sec): 3 clusters
  Score: Raw -2181044.258069 + Penalty 3179.039124 = -2177865.218944
  nChanged 2
		SP:Iteration 56Q (122557.110000 sec): 3 clusters
  Score: Raw -2181045.269901 + Penalty 3179.039124 = -2177866.230777
  nChanged 1
		SP:Iteration 57Q (122557.410000 sec): 3 clusters
  Score: Raw -2181045.827429 + Penalty 3179.039124 = -2177866.788304
  nChanged 2
		SP:Iteration 58Q (122557.650000 sec): 3 clusters
  Score: Raw -2181046.601028 + Penalty 3179.039124 = -2177867.561904
  nChanged 1
		SP:Iteration 59Q (122557.940000 sec): 3 clusters
  Score: Raw -2181047.052615 + Penalty 3179.039124 = -2177868.013491
  nChanged 1
		SP:Iteration 60F (122558.210000 sec): 3 clusters
  Score: Raw -2181047.142975 + Penalty 3179.039124 = -2177868.103850
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122558.360000 sec): 2 clusters
  Score: Raw -680629.580868 + Penalty 1395.038424 = -679234.542444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122558.570000 sec): 3 clusters
  Score: Raw -677760.766319 + Penalty 2790.076848 = -674970.689471
  nChanged 2211
		SP:Iteration 1F (122558.730000 sec): 3 clusters
  Score: Raw -679015.476153 + Penalty 2790.076848 = -676225.399305
  nChanged 382
		SP:Iteration 2F (122558.940000 sec): 3 clusters
  Score: Raw -679196.876120 + Penalty 2790.076848 = -676406.799272
  nChanged 274
		SP:Iteration 3F (122559.140000 sec): 3 clusters
  Score: Raw -679314.562309 + Penalty 2790.076848 = -676524.485461
  nChanged 212
		SP:Iteration 4Q (122559.360000 sec): 3 clusters
  Score: Raw -679388.474094 + Penalty 2790.076848 = -676598.397246
  nChanged 154
		SP:Iteration 5Q (122559.520000 sec): 3 clusters
  Score: Raw -679439.731792 + Penalty 2790.076848 = -676649.654944
  nChanged 130
		SP:Iteration 6Q (122559.740000 sec): 3 clusters
  Score: Raw -679483.856327 + Penalty 2790.076848 = -676693.779479
  nChanged 102
		SP:Iteration 7Q (122559.920000 sec): 3 clusters
  Score: Raw -679515.870334 + Penalty 2790.076848 = -676725.793486
  nChanged 90
		SP:Iteration 8Q (122560.130000 sec): 3 clusters
  Score: Raw -679539.453761 + Penalty 2790.076848 = -676749.376913
  nChanged 65
		SP:Iteration 9Q (122560.340000 sec): 3 clusters
  Score: Raw -679557.733743 + Penalty 2790.076848 = -676767.656895
  nChanged 59
		SP:Iteration 10Q (122560.540000 sec): 3 clusters
  Score: Raw -679571.624259 + Penalty 2790.076848 = -676781.547411
  nChanged 52
		SP:Iteration 11Q (122560.690000 sec): 3 clusters
  Score: Raw -679586.156099 + Penalty 2790.076848 = -676796.079251
  nChanged 48
		SP:Iteration 12Q (122560.890000 sec): 3 clusters
  Score: Raw -679597.748035 + Penalty 2790.076848 = -676807.671187
  nChanged 41
		SP:Iteration 13Q (122561.090000 sec): 3 clusters
  Score: Raw -679606.238617 + Penalty 2790.076848 = -676816.161769
  nChanged 32
		SP:Iteration 14Q (122561.270000 sec): 3 clusters
  Score: Raw -679613.632832 + Penalty 2790.076848 = -676823.555984
  nChanged 34
		SP:Iteration 15Q (122561.420000 sec): 3 clusters
  Score: Raw -679621.726392 + Penalty 2790.076848 = -676831.649544
  nChanged 39
		SP:Iteration 16Q (122561.630000 sec): 3 clusters
  Score: Raw -679631.911281 + Penalty 2790.076848 = -676841.834433
  nChanged 40
		SP:Iteration 17Q (122561.800000 sec): 3 clusters
  Score: Raw -679641.943102 + Penalty 2790.076848 = -676851.866254
  nChanged 36
		SP:Iteration 18Q (122562.000000 sec): 3 clusters
  Score: Raw -679651.704409 + Penalty 2790.076848 = -676861.627561
  nChanged 35
		SP:Iteration 19Q (122562.180000 sec): 3 clusters
  Score: Raw -679661.928978 + Penalty 2790.076848 = -676871.852130
  nChanged 35
		SP:Iteration 20F (122562.350000 sec): 3 clusters
  Score: Raw -679670.867189 + Penalty 2790.076848 = -676880.790341
  nChanged 31
		SP:Iteration 21Q (122562.540000 sec): 3 clusters
  Score: Raw -679679.742564 + Penalty 2790.076848 = -676889.665717
  nChanged 42
		SP:Iteration 22Q (122562.730000 sec): 3 clusters
  Score: Raw -679692.107815 + Penalty 2790.076848 = -676902.030967
  nChanged 53
		SP:Iteration 23Q (122562.930000 sec): 3 clusters
  Score: Raw -679706.180240 + Penalty 2790.076848 = -676916.103392
  nChanged 52
		SP:Iteration 24Q (122563.160000 sec): 3 clusters
  Score: Raw -679722.771604 + Penalty 2790.076848 = -676932.694756
  nChanged 64
		SP:Iteration 25Q (122563.340000 sec): 3 clusters
  Score: Raw -679745.052546 + Penalty 2790.076848 = -676954.975699
  nChanged 59
		SP:Iteration 26Q (122563.520000 sec): 3 clusters
  Score: Raw -679763.262432 + Penalty 2790.076848 = -676973.185584
  nChanged 59
		SP:Iteration 27Q (122563.670000 sec): 3 clusters
  Score: Raw -679783.581646 + Penalty 2790.076848 = -676993.504798
  nChanged 64
		SP:Iteration 28Q (122563.880000 sec): 3 clusters
  Score: Raw -679804.601256 + Penalty 2790.076848 = -677014.524408
  nChanged 56
		SP:Iteration 29Q (122564.070000 sec): 3 clusters
  Score: Raw -679820.632338 + Penalty 2790.076848 = -677030.555490
  nChanged 61
		SP:Iteration 30Q (122564.250000 sec): 3 clusters
  Score: Raw -679844.178772 + Penalty 2790.076848 = -677054.101924
  nChanged 77
		SP:Iteration 31Q (122564.400000 sec): 3 clusters
  Score: Raw -679875.944258 + Penalty 2790.076848 = -677085.867410
  nChanged 71
		SP:Iteration 32Q (122564.580000 sec): 3 clusters
  Score: Raw -679902.220674 + Penalty 2790.076848 = -677112.143826
  nChanged 70
		SP:Iteration 33Q (122564.740000 sec): 3 clusters
  Score: Raw -679932.396023 + Penalty 2790.076848 = -677142.319175
  nChanged 75
		SP:Iteration 34Q (122564.900000 sec): 3 clusters
  Score: Raw -679962.046756 + Penalty 2790.076848 = -677171.969908
  nChanged 80
		SP:Iteration 35Q (122565.030000 sec): 3 clusters
  Score: Raw -680000.637792 + Penalty 2790.076848 = -677210.560944
  nChanged 91
		SP:Iteration 36Q (122565.190000 sec): 3 clusters
  Score: Raw -680053.132567 + Penalty 2790.076848 = -677263.055719
  nChanged 113
		SP:Iteration 37Q (122565.380000 sec): 3 clusters
  Score: Raw -680121.963076 + Penalty 2790.076848 = -677331.886228
  nChanged 119
		SP:Iteration 38Q (122565.500000 sec): 3 clusters
  Score: Raw -680189.963236 + Penalty 2790.076848 = -677399.886388
  nChanged 96
		SP:Iteration 39Q (122565.700000 sec): 3 clusters
  Score: Raw -680248.523325 + Penalty 2790.076848 = -677458.446477
  nChanged 87
		SP:Iteration 40F (122565.880000 sec): 3 clusters
  Score: Raw -680306.466525 + Penalty 2790.076848 = -677516.389677
  nChanged 77
		SP:Iteration 41Q (122566.010000 sec): 3 clusters
  Score: Raw -680352.082145 + Penalty 2790.076848 = -677562.005297
  nChanged 72
		SP:Iteration 42Q (122566.160000 sec): 3 clusters
  Score: Raw -680392.156516 + Penalty 2790.076848 = -677602.079668
  nChanged 61
		SP:Iteration 43Q (122566.270000 sec): 3 clusters
  Score: Raw -680422.482419 + Penalty 2790.076848 = -677632.405571
  nChanged 51
		SP:Iteration 44Q (122566.410000 sec): 3 clusters
  Score: Raw -680444.634353 + Penalty 2790.076848 = -677654.557505
  nChanged 44
		SP:Iteration 45Q (122566.550000 sec): 3 clusters
  Score: Raw -680466.655384 + Penalty 2790.076848 = -677676.578536
  nChanged 42
		SP:Iteration 46Q (122566.760000 sec): 3 clusters
  Score: Raw -680488.606961 + Penalty 2790.076848 = -677698.530113
  nChanged 40
		SP:Iteration 47Q (122566.910000 sec): 3 clusters
  Score: Raw -680507.101936 + Penalty 2790.076848 = -677717.025088
  nChanged 32
		SP:Iteration 48Q (122567.090000 sec): 3 clusters
  Score: Raw -680521.857683 + Penalty 2790.076848 = -677731.780835
  nChanged 28
		SP:Iteration 49Q (122567.260000 sec): 3 clusters
  Score: Raw -680532.793593 + Penalty 2790.076848 = -677742.716745
  nChanged 22
		SP:Iteration 50Q (122567.460000 sec): 3 clusters
  Score: Raw -680543.812661 + Penalty 2790.076848 = -677753.735813
  nChanged 27
		SP:Iteration 51Q (122567.620000 sec): 3 clusters
  Score: Raw -680558.031451 + Penalty 2790.076848 = -677767.954604
  nChanged 22
		SP:Iteration 52Q (122567.840000 sec): 3 clusters
  Score: Raw -680568.707778 + Penalty 2790.076848 = -677778.630930
  nChanged 26
		SP:Iteration 53Q (122568.000000 sec): 3 clusters
  Score: Raw -680582.186937 + Penalty 2790.076848 = -677792.110089
  nChanged 28
		SP:Iteration 54Q (122568.190000 sec): 3 clusters
  Score: Raw -680600.562280 + Penalty 2790.076848 = -677810.485432
  nChanged 28
		SP:Iteration 55Q (122568.400000 sec): 3 clusters
  Score: Raw -680615.821872 + Penalty 2790.076848 = -677825.745024
  nChanged 27
		SP:Iteration 56Q (122568.530000 sec): 3 clusters
  Score: Raw -680628.893463 + Penalty 2790.076848 = -677838.816615
  nChanged 23
		SP:Iteration 57Q (122568.710000 sec): 3 clusters
  Score: Raw -680642.372653 + Penalty 2790.076848 = -677852.295805
  nChanged 17
		SP:Iteration 58Q (122568.890000 sec): 3 clusters
  Score: Raw -680653.625494 + Penalty 2790.076848 = -677863.548646
  nChanged 16
		SP:Iteration 59Q (122569.010000 sec): 3 clusters
  Score: Raw -680664.496177 + Penalty 2790.076848 = -677874.419329
  nChanged 26
		SP:Iteration 60F (122569.230000 sec): 3 clusters
  Score: Raw -680680.252723 + Penalty 2790.076848 = -677890.175875
  nChanged 19
		SP:Iteration 61Q (122569.390000 sec): 3 clusters
  Score: Raw -680690.859450 + Penalty 2790.076848 = -677900.782602
  nChanged 15
		SP:Iteration 62Q (122569.610000 sec): 3 clusters
  Score: Raw -680699.029563 + Penalty 2790.076848 = -677908.952715
  nChanged 9
		SP:Iteration 63Q (122569.800000 sec): 3 clusters
  Score: Raw -680705.628967 + Penalty 2790.076848 = -677915.552119
  nChanged 11
		SP:Iteration 64Q (122569.930000 sec): 3 clusters
  Score: Raw -680712.675627 + Penalty 2790.076848 = -677922.598779
  nChanged 10
		SP:Iteration 65Q (122570.160000 sec): 3 clusters
  Score: Raw -680719.173393 + Penalty 2790.076848 = -677929.096545
  nChanged 10
		SP:Iteration 66Q (122570.340000 sec): 3 clusters
  Score: Raw -680727.713259 + Penalty 2790.076848 = -677937.636411
  nChanged 8
		SP:Iteration 67Q (122570.540000 sec): 3 clusters
  Score: Raw -680731.590945 + Penalty 2790.076848 = -677941.514097
  nChanged 3
		SP:Iteration 68Q (122570.700000 sec): 3 clusters
  Score: Raw -680734.104094 + Penalty 2790.076848 = -677944.027246
  nChanged 4
		SP:Iteration 69Q (122570.850000 sec): 3 clusters
  Score: Raw -680737.762153 + Penalty 2790.076848 = -677947.685305
  nChanged 4
		SP:Iteration 70Q (122570.990000 sec): 3 clusters
  Score: Raw -680742.157950 + Penalty 2790.076848 = -677952.081102
  nChanged 4
		SP:Iteration 71Q (122571.180000 sec): 3 clusters
  Score: Raw -680744.756833 + Penalty 2790.076848 = -677954.679986
  nChanged 1
		SP:Iteration 72Q (122571.380000 sec): 3 clusters
  Score: Raw -680745.595994 + Penalty 2790.076848 = -677955.519146
  nChanged 2
		SP:Iteration 73Q (122571.590000 sec): 3 clusters
  Score: Raw -680746.975704 + Penalty 2790.076848 = -677956.898856
  nChanged 3
		SP:Iteration 74Q (122571.750000 sec): 3 clusters
  Score: Raw -680749.026146 + Penalty 2790.076848 = -677958.949298
  nChanged 4
		SP:Iteration 75Q (122571.900000 sec): 3 clusters
  Score: Raw -680752.048057 + Penalty 2790.076848 = -677961.971209
  nChanged 4
		SP:Iteration 76Q (122572.070000 sec): 3 clusters
  Score: Raw -680754.654040 + Penalty 2790.076848 = -677964.577192
  nChanged 2
		SP:Iteration 77Q (122572.200000 sec): 3 clusters
  Score: Raw -680755.696499 + Penalty 2790.076848 = -677965.619651
  nChanged 1
		SP:Iteration 78Q (122572.330000 sec): 3 clusters
  Score: Raw -680756.722991 + Penalty 2790.076848 = -677966.646143
  nChanged 3
		SP:Iteration 79Q (122572.570000 sec): 3 clusters
  Score: Raw -680757.600281 + Penalty 2790.076848 = -677967.523433
  nChanged 2
		SP:Iteration 80F (122572.770000 sec): 3 clusters
  Score: Raw -680758.876441 + Penalty 2790.076848 = -677968.799593
  nChanged 3
		SP:Iteration 81Q (122572.970000 sec): 3 clusters
  Score: Raw -680760.085527 + Penalty 2790.076848 = -677970.008679
  nChanged 0
		SP:Iteration 82F (122573.150000 sec): 3 clusters
  Score: Raw -680760.085527 + Penalty 2790.076848 = -677970.008679
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122573.280000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122573.380000 sec): 3 clusters
  Score: Raw -44606.995304 + Penalty 1956.042795 = -42650.952509
  nChanged 84
		SP:Iteration 1F (122573.570000 sec): 3 clusters
  Score: Raw -44754.164360 + Penalty 1956.042795 = -42798.121565
  nChanged 26
		SP:Iteration 2F (122573.730000 sec): 3 clusters
  Score: Raw -44826.056945 + Penalty 1956.042795 = -42870.014151
  nChanged 19
		SP:Iteration 3Q (122573.890000 sec): 3 clusters
  Score: Raw -44880.107437 + Penalty 1956.042795 = -42924.064643
  nChanged 9
		SP:Iteration 4Q (122574.070000 sec): 3 clusters
  Score: Raw -44898.920237 + Penalty 1956.042795 = -42942.877442
  nChanged 5
		SP:Iteration 5Q (122574.210000 sec): 3 clusters
  Score: Raw -44908.581835 + Penalty 1956.042795 = -42952.539040
  nChanged 3
		SP:Iteration 6Q (122574.360000 sec): 3 clusters
  Score: Raw -44912.195459 + Penalty 1956.042795 = -42956.152664
  nChanged 0
		SP:Iteration 7F (122574.510000 sec): 3 clusters
  Score: Raw -44912.195459 + Penalty 1956.042795 = -42956.152664
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122574.630000 sec): 2 clusters
  Score: Raw -298373.932932 + Penalty 1291.152757 = -297082.780175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122574.820000 sec): 3 clusters
  Score: Raw -297062.572442 + Penalty 2582.305514 = -294480.266928
  nChanged 1025
		SP:Iteration 1F (122575.010000 sec): 3 clusters
  Score: Raw -297704.952676 + Penalty 2582.305514 = -295122.647162
  nChanged 236
		SP:Iteration 2F (122575.190000 sec): 3 clusters
  Score: Raw -297878.230609 + Penalty 2582.305514 = -295295.925095
  nChanged 166
		SP:Iteration 3F (122575.390000 sec): 3 clusters
  Score: Raw -297994.451922 + Penalty 2582.305514 = -295412.146407
  nChanged 124
		SP:Iteration 4Q (122575.530000 sec): 3 clusters
  Score: Raw -298071.743595 + Penalty 2582.305514 = -295489.438081
  nChanged 117
		SP:Iteration 5Q (122575.690000 sec): 3 clusters
  Score: Raw -298137.674853 + Penalty 2582.305514 = -295555.369338
  nChanged 63
		SP:Iteration 6Q (122575.870000 sec): 3 clusters
  Score: Raw -298176.015100 + Penalty 2582.305514 = -295593.709586
  nChanged 69
		SP:Iteration 7Q (122576.030000 sec): 3 clusters
  Score: Raw -298221.706469 + Penalty 2582.305514 = -295639.400955
  nChanged 65
		SP:Iteration 8Q (122576.150000 sec): 3 clusters
  Score: Raw -298255.466459 + Penalty 2582.305514 = -295673.160945
  nChanged 55
		SP:Iteration 9Q (122576.330000 sec): 3 clusters
  Score: Raw -298284.375451 + Penalty 2582.305514 = -295702.069937
  nChanged 53
		SP:Iteration 10Q (122576.520000 sec): 3 clusters
  Score: Raw -298315.288816 + Penalty 2582.305514 = -295732.983302
  nChanged 47
		SP:Iteration 11Q (122576.640000 sec): 3 clusters
  Score: Raw -298349.931718 + Penalty 2582.305514 = -295767.626203
  nChanged 61
		SP:Iteration 12Q (122576.800000 sec): 3 clusters
  Score: Raw -298396.268617 + Penalty 2582.305514 = -295813.963103
  nChanged 59
		SP:Iteration 13Q (122576.930000 sec): 3 clusters
  Score: Raw -298459.097304 + Penalty 2582.305514 = -295876.791790
  nChanged 69
		SP:Iteration 14Q (122577.110000 sec): 3 clusters
  Score: Raw -298508.634009 + Penalty 2582.305514 = -295926.328495
  nChanged 60
		SP:Iteration 15Q (122577.270000 sec): 3 clusters
  Score: Raw -298551.946023 + Penalty 2582.305514 = -295969.640509
  nChanged 51
		SP:Iteration 16Q (122577.390000 sec): 3 clusters
  Score: Raw -298576.914951 + Penalty 2582.305514 = -295994.609437
  nChanged 34
		SP:Iteration 17Q (122577.530000 sec): 3 clusters
  Score: Raw -298588.901484 + Penalty 2582.305514 = -296006.595970
  nChanged 23
		SP:Iteration 18Q (122577.650000 sec): 3 clusters
  Score: Raw -298599.114007 + Penalty 2582.305514 = -296016.808493
  nChanged 11
		SP:Iteration 19Q (122577.840000 sec): 3 clusters
  Score: Raw -298605.427738 + Penalty 2582.305514 = -296023.122224
  nChanged 15
		SP:Iteration 20F (122578.030000 sec): 3 clusters
  Score: Raw -298612.288421 + Penalty 2582.305514 = -296029.982907
  nChanged 12
		SP:Iteration 21Q (122578.240000 sec): 3 clusters
  Score: Raw -298616.765701 + Penalty 2582.305514 = -296034.460187
  nChanged 15
		SP:Iteration 22Q (122578.400000 sec): 3 clusters
  Score: Raw -298621.502273 + Penalty 2582.305514 = -296039.196758
  nChanged 10
		SP:Iteration 23Q (122578.570000 sec): 3 clusters
  Score: Raw -298625.199443 + Penalty 2582.305514 = -296042.893929
  nChanged 15
		SP:Iteration 24Q (122578.760000 sec): 3 clusters
  Score: Raw -298631.949886 + Penalty 2582.305514 = -296049.644371
  nChanged 16
		SP:Iteration 25Q (122578.930000 sec): 3 clusters
  Score: Raw -298638.355623 + Penalty 2582.305514 = -296056.050109
  nChanged 15
		SP:Iteration 26Q (122579.100000 sec): 3 clusters
  Score: Raw -298644.248411 + Penalty 2582.305514 = -296061.942897
  nChanged 13
		SP:Iteration 27Q (122579.250000 sec): 3 clusters
  Score: Raw -298650.060054 + Penalty 2582.305514 = -296067.754539
  nChanged 12
		SP:Iteration 28Q (122579.460000 sec): 3 clusters
  Score: Raw -298656.825425 + Penalty 2582.305514 = -296074.519911
  nChanged 13
		SP:Iteration 29Q (122579.640000 sec): 3 clusters
  Score: Raw -298661.273997 + Penalty 2582.305514 = -296078.968483
  nChanged 9
		SP:Iteration 30Q (122579.790000 sec): 3 clusters
  Score: Raw -298664.683459 + Penalty 2582.305514 = -296082.377945
  nChanged 10
		SP:Iteration 31Q (122580.000000 sec): 3 clusters
  Score: Raw -298668.830814 + Penalty 2582.305514 = -296086.525300
  nChanged 13
		SP:Iteration 32Q (122580.170000 sec): 3 clusters
  Score: Raw -298675.952864 + Penalty 2582.305514 = -296093.647349
  nChanged 8
		SP:Iteration 33Q (122580.340000 sec): 3 clusters
  Score: Raw -298679.913743 + Penalty 2582.305514 = -296097.608228
  nChanged 12
		SP:Iteration 34Q (122580.490000 sec): 3 clusters
  Score: Raw -298686.204155 + Penalty 2582.305514 = -296103.898641
  nChanged 11
		SP:Iteration 35Q (122580.670000 sec): 3 clusters
  Score: Raw -298690.306461 + Penalty 2582.305514 = -296108.000947
  nChanged 12
		SP:Iteration 36Q (122580.860000 sec): 3 clusters
  Score: Raw -298695.059371 + Penalty 2582.305514 = -296112.753857
  nChanged 12
		SP:Iteration 37Q (122581.090000 sec): 3 clusters
  Score: Raw -298699.399956 + Penalty 2582.305514 = -296117.094442
  nChanged 5
		SP:Iteration 38Q (122581.230000 sec): 3 clusters
  Score: Raw -298702.050253 + Penalty 2582.305514 = -296119.744739
  nChanged 6
		SP:Iteration 39Q (122581.410000 sec): 3 clusters
  Score: Raw -298703.728270 + Penalty 2582.305514 = -296121.422756
  nChanged 5
		SP:Iteration 40F (122581.580000 sec): 3 clusters
  Score: Raw -298705.008023 + Penalty 2582.305514 = -296122.702508
  nChanged 1
		SP:Iteration 41Q (122581.740000 sec): 3 clusters
  Score: Raw -298705.528237 + Penalty 2582.305514 = -296123.222723
  nChanged 2
		SP:Iteration 42Q (122581.920000 sec): 3 clusters
  Score: Raw -298705.895974 + Penalty 2582.305514 = -296123.590460
  nChanged 2
		SP:Iteration 43Q (122582.150000 sec): 3 clusters
  Score: Raw -298706.198065 + Penalty 2582.305514 = -296123.892551
  nChanged 0
		SP:Iteration 44F (122582.320000 sec): 3 clusters
  Score: Raw -298706.198065 + Penalty 2582.305514 = -296123.892551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122582.410000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122582.600000 sec): 3 clusters
  Score: Raw -14335.542999 + Penalty 1643.279887 = -12692.263112
  nChanged 21
		SP:Iteration 1F (122582.780000 sec): 3 clusters
  Score: Raw -14428.594060 + Penalty 1643.279887 = -12785.314173
  nChanged 4
		SP:Iteration 2Q (122582.950000 sec): 3 clusters
  Score: Raw -14452.140170 + Penalty 1643.279887 = -12808.860283
  nChanged 2
		SP:Iteration 3Q (122583.140000 sec): 3 clusters
  Score: Raw -14478.181915 + Penalty 1643.279887 = -12834.902028
  nChanged 2
		SP:Iteration 4Q (122583.330000 sec): 3 clusters
  Score: Raw -14498.903606 + Penalty 1643.279887 = -12855.623719
  nChanged 2
		SP:Iteration 5Q (122583.490000 sec): 3 clusters
  Score: Raw -14502.978519 + Penalty 1643.279887 = -12859.698632
  nChanged 0
		SP:Iteration 6F (122583.660000 sec): 3 clusters
  Score: Raw -14502.978519 + Penalty 1643.279887 = -12859.698632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122584.130000 sec): 2 clusters
  Score: Raw -9294273.226512 + Penalty 1827.472847 = -9292445.753665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122584.730000 sec): 3 clusters
  Score: Raw -9245082.739771 + Penalty 3654.945695 = -9241427.794076
  nChanged 36378
		SP:Iteration 1F (122585.310000 sec): 3 clusters
  Score: Raw -9266315.672224 + Penalty 3654.945695 = -9262660.726529
  nChanged 2846
		SP:Iteration 2Q (122585.880000 sec): 3 clusters
  Score: Raw -9267134.810422 + Penalty 3654.945695 = -9263479.864728
  nChanged 2905
		SP:Iteration 3Q (122586.410000 sec): 3 clusters
  Score: Raw -9268060.166415 + Penalty 3654.945695 = -9264405.220720
  nChanged 3043
		SP:Iteration 4Q (122586.940000 sec): 3 clusters
  Score: Raw -9269167.831657 + Penalty 3654.945695 = -9265512.885962
  nChanged 3333
		SP:Iteration 5Q (122587.490000 sec): 3 clusters
  Score: Raw -9270532.816442 + Penalty 3654.945695 = -9266877.870747
  nChanged 3658
		SP:Iteration 6Q (122588.010000 sec): 3 clusters
  Score: Raw -9272142.268563 + Penalty 3654.945695 = -9268487.322868
  nChanged 3781
		SP:Iteration 7Q (122588.550000 sec): 3 clusters
  Score: Raw -9273928.414274 + Penalty 3654.945695 = -9270273.468579
  nChanged 3871
		SP:Iteration 8F (122589.060000 sec): 3 clusters
  Score: Raw -9275851.364803 + Penalty 3654.945695 = -9272196.419108
  nChanged 3631
		SP:Iteration 9Q (122589.600000 sec): 3 clusters
  Score: Raw -9277752.779803 + Penalty 3654.945695 = -9274097.834108
  nChanged 3395
		SP:Iteration 10Q (122590.120000 sec): 3 clusters
  Score: Raw -9279616.540675 + Penalty 3654.945695 = -9275961.594980
  nChanged 3080
		SP:Iteration 11Q (122590.630000 sec): 3 clusters
  Score: Raw -9281276.012029 + Penalty 3654.945695 = -9277621.066334
  nChanged 2539
		SP:Iteration 12Q (122591.110000 sec): 3 clusters
  Score: Raw -9282447.774221 + Penalty 3654.945695 = -9278792.828526
  nChanged 1888
		SP:Iteration 13Q (122591.650000 sec): 3 clusters
  Score: Raw -9283149.417541 + Penalty 3654.945695 = -9279494.471846
  nChanged 1473
		SP:Iteration 14Q (122592.150000 sec): 3 clusters
  Score: Raw -9283603.341603 + Penalty 3654.945695 = -9279948.395908
  nChanged 1274
		SP:Iteration 15Q (122592.670000 sec): 3 clusters
  Score: Raw -9283972.275837 + Penalty 3654.945695 = -9280317.330142
  nChanged 1304
		SP:Iteration 16Q (122593.250000 sec): 3 clusters
  Score: Raw -9284372.239766 + Penalty 3654.945695 = -9280717.294071
  nChanged 1371
		SP:Iteration 17Q (122593.880000 sec): 3 clusters
  Score: Raw -9284830.064390 + Penalty 3654.945695 = -9281175.118695
  nChanged 1456
		SP:Iteration 18Q (122594.450000 sec): 3 clusters
  Score: Raw -9285359.553849 + Penalty 3654.945695 = -9281704.608154
  nChanged 1550
		SP:Iteration 19Q (122595.020000 sec): 3 clusters
  Score: Raw -9285968.488338 + Penalty 3654.945695 = -9282313.542643
  nChanged 1579
		SP:Iteration 20F (122595.560000 sec): 3 clusters
  Score: Raw -9286642.027954 + Penalty 3654.945695 = -9282987.082259
  nChanged 1646
		SP:Iteration 21Q (122596.080000 sec): 3 clusters
  Score: Raw -9287396.480605 + Penalty 3654.945695 = -9283741.534910
  nChanged 1627
		SP:Iteration 22Q (122596.600000 sec): 3 clusters
  Score: Raw -9288167.860367 + Penalty 3654.945695 = -9284512.914672
  nChanged 1569
		SP:Iteration 23Q (122597.100000 sec): 3 clusters
  Score: Raw -9288963.595308 + Penalty 3654.945695 = -9285308.649613
  nChanged 1538
		SP:Iteration 24Q (122597.630000 sec): 3 clusters
  Score: Raw -9289786.363996 + Penalty 3654.945695 = -9286131.418301
  nChanged 1446
		SP:Iteration 25Q (122598.140000 sec): 3 clusters
  Score: Raw -9290584.940152 + Penalty 3654.945695 = -9286929.994457
  nChanged 1313
		SP:Iteration 26Q (122598.650000 sec): 3 clusters
  Score: Raw -9291327.603630 + Penalty 3654.945695 = -9287672.657935
  nChanged 1196
		SP:Iteration 27Q (122599.170000 sec): 3 clusters
  Score: Raw -9292042.248049 + Penalty 3654.945695 = -9288387.302354
  nChanged 975
		SP:Iteration 28Q (122599.770000 sec): 3 clusters
  Score: Raw -9292634.955595 + Penalty 3654.945695 = -9288980.009900
  nChanged 823
		SP:Iteration 29Q (122600.370000 sec): 3 clusters
  Score: Raw -9293168.638270 + Penalty 3654.945695 = -9289513.692575
  nChanged 707
		SP:Iteration 30Q (122600.880000 sec): 3 clusters
  Score: Raw -9293658.916103 + Penalty 3654.945695 = -9290003.970408
  nChanged 528
		SP:Iteration 31Q (122601.460000 sec): 3 clusters
  Score: Raw -9294039.584532 + Penalty 3654.945695 = -9290384.638837
  nChanged 430
		SP:Iteration 32Q (122602.000000 sec): 3 clusters
  Score: Raw -9294343.743747 + Penalty 3654.945695 = -9290688.798052
  nChanged 324
		SP:Iteration 33Q (122602.490000 sec): 3 clusters
  Score: Raw -9294561.678571 + Penalty 3654.945695 = -9290906.732876
  nChanged 240
		SP:Iteration 34Q (122602.950000 sec): 3 clusters
  Score: Raw -9294715.583620 + Penalty 3654.945695 = -9291060.637925
  nChanged 200
		SP:Iteration 35Q (122603.480000 sec): 3 clusters
  Score: Raw -9294836.037145 + Penalty 3654.945695 = -9291181.091450
  nChanged 155
		SP:Iteration 36Q (122603.910000 sec): 3 clusters
  Score: Raw -9294914.016336 + Penalty 3654.945695 = -9291259.070641
  nChanged 97
		SP:Iteration 37Q (122604.330000 sec): 3 clusters
  Score: Raw -9294949.972734 + Penalty 3654.945695 = -9291295.027039
  nChanged 78
		SP:Iteration 38Q (122604.810000 sec): 3 clusters
  Score: Raw -9294975.512261 + Penalty 3654.945695 = -9291320.566566
  nChanged 52
		SP:Iteration 39Q (122605.310000 sec): 3 clusters
  Score: Raw -9294992.007188 + Penalty 3654.945695 = -9291337.061493
  nChanged 42
		SP:Iteration 40F (122605.850000 sec): 3 clusters
  Score: Raw -9295008.769015 + Penalty 3654.945695 = -9291353.823320
  nChanged 44
		SP:Iteration 41Q (122606.400000 sec): 3 clusters
  Score: Raw -9295019.634364 + Penalty 3654.945695 = -9291364.688669
  nChanged 32
		SP:Iteration 42Q (122606.980000 sec): 3 clusters
  Score: Raw -9295026.991106 + Penalty 3654.945695 = -9291372.045411
  nChanged 23
		SP:Iteration 43Q (122607.530000 sec): 3 clusters
  Score: Raw -9295033.350293 + Penalty 3654.945695 = -9291378.404598
  nChanged 23
		SP:Iteration 44Q (122608.030000 sec): 3 clusters
  Score: Raw -9295039.321048 + Penalty 3654.945695 = -9291384.375353
  nChanged 16
		SP:Iteration 45Q (122608.520000 sec): 3 clusters
  Score: Raw -9295042.925602 + Penalty 3654.945695 = -9291387.979907
  nChanged 17
		SP:Iteration 46Q (122609.020000 sec): 3 clusters
  Score: Raw -9295046.991578 + Penalty 3654.945695 = -9291392.045883
  nChanged 14
		SP:Iteration 47Q (122609.510000 sec): 3 clusters
  Score: Raw -9295050.470684 + Penalty 3654.945695 = -9291395.524989
  nChanged 15
		SP:Iteration 48Q (122610.000000 sec): 3 clusters
  Score: Raw -9295054.838785 + Penalty 3654.945695 = -9291399.893090
  nChanged 13
		SP:Iteration 49Q (122610.480000 sec): 3 clusters
  Score: Raw -9295058.591486 + Penalty 3654.945695 = -9291403.645791
  nChanged 14
		SP:Iteration 50Q (122611.070000 sec): 3 clusters
  Score: Raw -9295063.176338 + Penalty 3654.945695 = -9291408.230643
  nChanged 13
		SP:Iteration 51Q (122611.650000 sec): 3 clusters
  Score: Raw -9295065.917210 + Penalty 3654.945695 = -9291410.971515
  nChanged 9
		SP:Iteration 52Q (122612.190000 sec): 3 clusters
  Score: Raw -9295067.733337 + Penalty 3654.945695 = -9291412.787642
  nChanged 9
		SP:Iteration 53Q (122612.710000 sec): 3 clusters
  Score: Raw -9295069.678237 + Penalty 3654.945695 = -9291414.732542
  nChanged 5
		SP:Iteration 54Q (122613.260000 sec): 3 clusters
  Score: Raw -9295071.272025 + Penalty 3654.945695 = -9291416.326330
  nChanged 4
		SP:Iteration 55Q (122613.790000 sec): 3 clusters
  Score: Raw -9295072.082707 + Penalty 3654.945695 = -9291417.137012
  nChanged 8
		SP:Iteration 56Q (122614.310000 sec): 3 clusters
  Score: Raw -9295074.297653 + Penalty 3654.945695 = -9291419.351958
  nChanged 12
		SP:Iteration 57Q (122614.760000 sec): 3 clusters
  Score: Raw -9295077.823154 + Penalty 3654.945695 = -9291422.877459
  nChanged 8
		SP:Iteration 58Q (122615.220000 sec): 3 clusters
  Score: Raw -9295080.091143 + Penalty 3654.945695 = -9291425.145448
  nChanged 14
		SP:Iteration 59Q (122615.710000 sec): 3 clusters
  Score: Raw -9295083.710266 + Penalty 3654.945695 = -9291428.764571
  nChanged 15
		SP:Iteration 60F (122616.300000 sec): 3 clusters
  Score: Raw -9295086.630279 + Penalty 3654.945695 = -9291431.684584
  nChanged 13
		SP:Iteration 61Q (122616.770000 sec): 3 clusters
  Score: Raw -9295089.549806 + Penalty 3654.945695 = -9291434.604112
  nChanged 11
		SP:Iteration 62Q (122617.290000 sec): 3 clusters
  Score: Raw -9295091.418347 + Penalty 3654.945695 = -9291436.472652
  nChanged 6
		SP:Iteration 63Q (122617.840000 sec): 3 clusters
  Score: Raw -9295092.833530 + Penalty 3654.945695 = -9291437.887835
  nChanged 5
		SP:Iteration 64Q (122618.330000 sec): 3 clusters
  Score: Raw -9295094.173338 + Penalty 3654.945695 = -9291439.227643
  nChanged 5
		SP:Iteration 65Q (122618.830000 sec): 3 clusters
  Score: Raw -9295095.194930 + Penalty 3654.945695 = -9291440.249235
  nChanged 2
		SP:Iteration 66Q (122619.290000 sec): 3 clusters
  Score: Raw -9295095.576977 + Penalty 3654.945695 = -9291440.631282
  nChanged 0
		SP:Iteration 67F (122619.800000 sec): 3 clusters
  Score: Raw -9295095.576977 + Penalty 3654.945695 = -9291440.631282
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122619.920000 sec): 2 clusters
  Score: Raw -456305.107731 + Penalty 1356.213668 = -454948.894064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122620.140000 sec): 3 clusters
  Score: Raw -454242.664545 + Penalty 2712.427335 = -451530.237210
  nChanged 1670
		SP:Iteration 1F (122620.320000 sec): 3 clusters
  Score: Raw -455308.723573 + Penalty 2712.427335 = -452596.296238
  nChanged 339
		SP:Iteration 2F (122620.500000 sec): 3 clusters
  Score: Raw -455590.660381 + Penalty 2712.427335 = -452878.233046
  nChanged 285
		SP:Iteration 3F (122620.690000 sec): 3 clusters
  Score: Raw -455831.692030 + Penalty 2712.427335 = -453119.264695
  nChanged 246
		SP:Iteration 4F (122620.820000 sec): 3 clusters
  Score: Raw -456040.143253 + Penalty 2712.427335 = -453327.715918
  nChanged 232
		SP:Iteration 5F (122621.010000 sec): 3 clusters
  Score: Raw -456289.366266 + Penalty 2712.427335 = -453576.938931
  nChanged 247
		SP:Iteration 6F (122621.200000 sec): 3 clusters
  Score: Raw -456549.846312 + Penalty 2712.427335 = -453837.418976
  nChanged 227
		SP:Iteration 7F (122621.400000 sec): 3 clusters
  Score: Raw -456758.449038 + Penalty 2712.427335 = -454046.021703
  nChanged 161
		SP:Iteration 8Q (122621.610000 sec): 3 clusters
  Score: Raw -456880.470776 + Penalty 2712.427335 = -454168.043441
  nChanged 112
		SP:Iteration 9Q (122621.780000 sec): 3 clusters
  Score: Raw -456957.397879 + Penalty 2712.427335 = -454244.970544
  nChanged 98
		SP:Iteration 10Q (122622.020000 sec): 3 clusters
  Score: Raw -457007.474178 + Penalty 2712.427335 = -454295.046843
  nChanged 74
		SP:Iteration 11Q (122622.180000 sec): 3 clusters
  Score: Raw -457041.953228 + Penalty 2712.427335 = -454329.525892
  nChanged 41
		SP:Iteration 12Q (122622.410000 sec): 3 clusters
  Score: Raw -457063.003250 + Penalty 2712.427335 = -454350.575915
  nChanged 42
		SP:Iteration 13Q (122622.600000 sec): 3 clusters
  Score: Raw -457080.280922 + Penalty 2712.427335 = -454367.853587
  nChanged 30
		SP:Iteration 14Q (122622.780000 sec): 3 clusters
  Score: Raw -457089.710266 + Penalty 2712.427335 = -454377.282931
  nChanged 23
		SP:Iteration 15Q (122622.990000 sec): 3 clusters
  Score: Raw -457099.968183 + Penalty 2712.427335 = -454387.540848
  nChanged 21
		SP:Iteration 16Q (122623.190000 sec): 3 clusters
  Score: Raw -457109.151977 + Penalty 2712.427335 = -454396.724642
  nChanged 24
		SP:Iteration 17Q (122623.400000 sec): 3 clusters
  Score: Raw -457116.966560 + Penalty 2712.427335 = -454404.539225
  nChanged 24
		SP:Iteration 18Q (122623.590000 sec): 3 clusters
  Score: Raw -457126.896710 + Penalty 2712.427335 = -454414.469375
  nChanged 18
		SP:Iteration 19Q (122623.790000 sec): 3 clusters
  Score: Raw -457135.424507 + Penalty 2712.427335 = -454422.997172
  nChanged 16
		SP:Iteration 20F (122623.920000 sec): 3 clusters
  Score: Raw -457140.783205 + Penalty 2712.427335 = -454428.355870
  nChanged 15
		SP:Iteration 21Q (122624.140000 sec): 3 clusters
  Score: Raw -457144.790154 + Penalty 2712.427335 = -454432.362819
  nChanged 15
		SP:Iteration 22Q (122624.370000 sec): 3 clusters
  Score: Raw -457150.070793 + Penalty 2712.427335 = -454437.643458
  nChanged 16
		SP:Iteration 23Q (122624.530000 sec): 3 clusters
  Score: Raw -457153.773306 + Penalty 2712.427335 = -454441.345971
  nChanged 8
		SP:Iteration 24Q (122624.720000 sec): 3 clusters
  Score: Raw -457156.323290 + Penalty 2712.427335 = -454443.895955
  nChanged 9
		SP:Iteration 25Q (122624.840000 sec): 3 clusters
  Score: Raw -457159.363109 + Penalty 2712.427335 = -454446.935774
  nChanged 7
		SP:Iteration 26Q (122625.020000 sec): 3 clusters
  Score: Raw -457162.608213 + Penalty 2712.427335 = -454450.180878
  nChanged 14
		SP:Iteration 27Q (122625.160000 sec): 3 clusters
  Score: Raw -457167.398336 + Penalty 2712.427335 = -454454.971001
  nChanged 11
		SP:Iteration 28Q (122625.360000 sec): 3 clusters
  Score: Raw -457170.191856 + Penalty 2712.427335 = -454457.764521
  nChanged 8
		SP:Iteration 29Q (122625.540000 sec): 3 clusters
  Score: Raw -457173.209414 + Penalty 2712.427335 = -454460.782078
  nChanged 6
		SP:Iteration 30Q (122625.700000 sec): 3 clusters
  Score: Raw -457174.214978 + Penalty 2712.427335 = -454461.787642
  nChanged 1
		SP:Iteration 31Q (122625.910000 sec): 3 clusters
  Score: Raw -457174.332048 + Penalty 2712.427335 = -454461.904713
  nChanged 0
		SP:Iteration 32F (122626.110000 sec): 3 clusters
  Score: Raw -457174.332048 + Penalty 2712.427335 = -454461.904713
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122626.180000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122626.340000 sec): 3 clusters
  Score: Raw -54616.820236 + Penalty 1998.252196 = -52618.568040
  nChanged 100
		SP:Iteration 1F (122626.500000 sec): 3 clusters
  Score: Raw -54753.981900 + Penalty 1998.252196 = -52755.729704
  nChanged 28
		SP:Iteration 2F (122626.710000 sec): 3 clusters
  Score: Raw -54807.122847 + Penalty 1998.252196 = -52808.870651
  nChanged 19
		SP:Iteration 3Q (122626.870000 sec): 3 clusters
  Score: Raw -54851.480156 + Penalty 1998.252196 = -52853.227959
  nChanged 11
		SP:Iteration 4Q (122627.050000 sec): 3 clusters
  Score: Raw -54883.776307 + Penalty 1998.252196 = -52885.524111
  nChanged 3
		SP:Iteration 5Q (122627.230000 sec): 3 clusters
  Score: Raw -54887.906547 + Penalty 1998.252196 = -52889.654351
  nChanged 1
		SP:Iteration 6Q (122627.410000 sec): 3 clusters
  Score: Raw -54888.948152 + Penalty 1998.252196 = -52890.695956
  nChanged 0
		SP:Iteration 7F (122627.550000 sec): 3 clusters
  Score: Raw -54888.948152 + Penalty 1998.252196 = -52890.695956
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122627.640000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122627.860000 sec): 3 clusters
  Score: Raw -65208.511189 + Penalty 2059.468363 = -63149.042826
  nChanged 156
		SP:Iteration 1F (122628.020000 sec): 3 clusters
  Score: Raw -65429.636306 + Penalty 2059.468363 = -63370.167943
  nChanged 36
		SP:Iteration 2F (122628.170000 sec): 3 clusters
  Score: Raw -65506.992954 + Penalty 2059.468363 = -63447.524591
  nChanged 22
		SP:Iteration 3Q (122628.360000 sec): 3 clusters
  Score: Raw -65546.935529 + Penalty 2059.468363 = -63487.467167
  nChanged 16
		SP:Iteration 4Q (122628.550000 sec): 3 clusters
  Score: Raw -65591.950451 + Penalty 2059.468363 = -63532.482088
  nChanged 18
		SP:Iteration 5Q (122628.730000 sec): 3 clusters
  Score: Raw -65636.865258 + Penalty 2059.468363 = -63577.396895
  nChanged 15
		SP:Iteration 6Q (122628.880000 sec): 3 clusters
  Score: Raw -65662.563275 + Penalty 2059.468363 = -63603.094912
  nChanged 11
		SP:Iteration 7Q (122629.100000 sec): 3 clusters
  Score: Raw -65693.457341 + Penalty 2059.468363 = -63633.988979
  nChanged 9
		SP:Iteration 8Q (122629.240000 sec): 3 clusters
  Score: Raw -65708.882212 + Penalty 2059.468363 = -63649.413850
  nChanged 6
		SP:Iteration 9Q (122629.430000 sec): 3 clusters
  Score: Raw -65724.813114 + Penalty 2059.468363 = -63665.344752
  nChanged 3
		SP:Iteration 10Q (122629.600000 sec): 3 clusters
  Score: Raw -65735.084360 + Penalty 2059.468363 = -63675.615998
  nChanged 4
		SP:Iteration 11Q (122629.770000 sec): 3 clusters
  Score: Raw -65743.803329 + Penalty 2059.468363 = -63684.334966
  nChanged 3
		SP:Iteration 12Q (122629.990000 sec): 3 clusters
  Score: Raw -65749.256328 + Penalty 2059.468363 = -63689.787966
  nChanged 1
		SP:Iteration 13Q (122630.130000 sec): 3 clusters
  Score: Raw -65751.242483 + Penalty 2059.468363 = -63691.774120
  nChanged 3
		SP:Iteration 14Q (122630.310000 sec): 3 clusters
  Score: Raw -65757.413902 + Penalty 2059.468363 = -63697.945540
  nChanged 2
		SP:Iteration 15Q (122630.460000 sec): 3 clusters
  Score: Raw -65761.877269 + Penalty 2059.468363 = -63702.408907
  nChanged 0
		SP:Iteration 16F (122630.610000 sec): 3 clusters
  Score: Raw -65761.877269 + Penalty 2059.468363 = -63702.408907
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122630.740000 sec): 2 clusters
  Score: Raw -622511.088813 + Penalty 1392.559329 = -621118.529484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122630.920000 sec): 3 clusters
  Score: Raw -619708.683929 + Penalty 2785.118658 = -616923.565271
  nChanged 2179
		SP:Iteration 1F (122631.090000 sec): 3 clusters
  Score: Raw -620933.429245 + Penalty 2785.118658 = -618148.310587
  nChanged 388
		SP:Iteration 2F (122631.260000 sec): 3 clusters
  Score: Raw -621145.894660 + Penalty 2785.118658 = -618360.776002
  nChanged 275
		SP:Iteration 3F (122631.460000 sec): 3 clusters
  Score: Raw -621295.422226 + Penalty 2785.118658 = -618510.303568
  nChanged 228
		SP:Iteration 4Q (122631.610000 sec): 3 clusters
  Score: Raw -621447.480868 + Penalty 2785.118658 = -618662.362210
  nChanged 225
		SP:Iteration 5Q (122631.800000 sec): 3 clusters
  Score: Raw -621646.354243 + Penalty 2785.118658 = -618861.235585
  nChanged 221
		SP:Iteration 6Q (122631.970000 sec): 3 clusters
  Score: Raw -621853.832077 + Penalty 2785.118658 = -619068.713420
  nChanged 203
		SP:Iteration 7Q (122632.180000 sec): 3 clusters
  Score: Raw -622011.290944 + Penalty 2785.118658 = -619226.172286
  nChanged 185
		SP:Iteration 8Q (122632.340000 sec): 3 clusters
  Score: Raw -622136.546633 + Penalty 2785.118658 = -619351.427975
  nChanged 144
		SP:Iteration 9Q (122632.550000 sec): 3 clusters
  Score: Raw -622218.228720 + Penalty 2785.118658 = -619433.110063
  nChanged 128
		SP:Iteration 10Q (122632.770000 sec): 3 clusters
  Score: Raw -622287.765745 + Penalty 2785.118658 = -619502.647087
  nChanged 112
		SP:Iteration 11Q (122632.960000 sec): 3 clusters
  Score: Raw -622337.076989 + Penalty 2785.118658 = -619551.958331
  nChanged 81
		SP:Iteration 12Q (122633.120000 sec): 3 clusters
  Score: Raw -622372.729546 + Penalty 2785.118658 = -619587.610889
  nChanged 78
		SP:Iteration 13Q (122633.300000 sec): 3 clusters
  Score: Raw -622400.867008 + Penalty 2785.118658 = -619615.748350
  nChanged 50
		SP:Iteration 14Q (122633.540000 sec): 3 clusters
  Score: Raw -622417.306250 + Penalty 2785.118658 = -619632.187592
  nChanged 52
		SP:Iteration 15Q (122633.750000 sec): 3 clusters
  Score: Raw -622434.008099 + Penalty 2785.118658 = -619648.889441
  nChanged 40
		SP:Iteration 16Q (122633.970000 sec): 3 clusters
  Score: Raw -622446.612156 + Penalty 2785.118658 = -619661.493498
  nChanged 31
		SP:Iteration 17Q (122634.170000 sec): 3 clusters
  Score: Raw -622454.641953 + Penalty 2785.118658 = -619669.523295
  nChanged 22
		SP:Iteration 18Q (122634.360000 sec): 3 clusters
  Score: Raw -622459.699293 + Penalty 2785.118658 = -619674.580635
  nChanged 21
		SP:Iteration 19Q (122634.530000 sec): 3 clusters
  Score: Raw -622465.476151 + Penalty 2785.118658 = -619680.357493
  nChanged 15
		SP:Iteration 20F (122634.730000 sec): 3 clusters
  Score: Raw -622469.357071 + Penalty 2785.118658 = -619684.238413
  nChanged 12
		SP:Iteration 21Q (122634.900000 sec): 3 clusters
  Score: Raw -622473.715408 + Penalty 2785.118658 = -619688.596750
  nChanged 15
		SP:Iteration 22Q (122635.070000 sec): 3 clusters
  Score: Raw -622477.637778 + Penalty 2785.118658 = -619692.519120
  nChanged 13
		SP:Iteration 23Q (122635.250000 sec): 3 clusters
  Score: Raw -622480.642345 + Penalty 2785.118658 = -619695.523687
  nChanged 15
		SP:Iteration 24Q (122635.420000 sec): 3 clusters
  Score: Raw -622486.557742 + Penalty 2785.118658 = -619701.439084
  nChanged 13
		SP:Iteration 25Q (122635.590000 sec): 3 clusters
  Score: Raw -622489.625927 + Penalty 2785.118658 = -619704.507270
  nChanged 13
		SP:Iteration 26Q (122635.780000 sec): 3 clusters
  Score: Raw -622493.508713 + Penalty 2785.118658 = -619708.390055
  nChanged 14
		SP:Iteration 27Q (122635.950000 sec): 3 clusters
  Score: Raw -622498.250768 + Penalty 2785.118658 = -619713.132110
  nChanged 16
		SP:Iteration 28Q (122636.130000 sec): 3 clusters
  Score: Raw -622502.289714 + Penalty 2785.118658 = -619717.171056
  nChanged 15
		SP:Iteration 29Q (122636.320000 sec): 3 clusters
  Score: Raw -622505.390340 + Penalty 2785.118658 = -619720.271682
  nChanged 10
		SP:Iteration 30Q (122636.510000 sec): 3 clusters
  Score: Raw -622507.907356 + Penalty 2785.118658 = -619722.788699
  nChanged 9
		SP:Iteration 31Q (122636.730000 sec): 3 clusters
  Score: Raw -622510.495364 + Penalty 2785.118658 = -619725.376706
  nChanged 11
		SP:Iteration 32Q (122636.940000 sec): 3 clusters
  Score: Raw -622513.387895 + Penalty 2785.118658 = -619728.269237
  nChanged 10
		SP:Iteration 33Q (122637.150000 sec): 3 clusters
  Score: Raw -622515.483270 + Penalty 2785.118658 = -619730.364612
  nChanged 8
		SP:Iteration 34Q (122637.340000 sec): 3 clusters
  Score: Raw -622517.588726 + Penalty 2785.118658 = -619732.470068
  nChanged 5
		SP:Iteration 35Q (122637.520000 sec): 3 clusters
  Score: Raw -622518.477657 + Penalty 2785.118658 = -619733.358999
  nChanged 3
		SP:Iteration 36Q (122637.690000 sec): 3 clusters
  Score: Raw -622518.846062 + Penalty 2785.118658 = -619733.727404
  nChanged 0
		SP:Iteration 37F (122637.890000 sec): 3 clusters
  Score: Raw -622518.846062 + Penalty 2785.118658 = -619733.727404
  nChanged 0
Iteration 419Q (122824.260000 sec): 66 clusters
  Score: Raw -223660577.539880 + Penalty 152791.978268 = -223507785.561612
  nChanged 49
Iteration 420F (123103.900000 sec): 66 clusters
  Score: Raw -223660578.827518 + Penalty 152791.978268 = -223507786.849251
  nChanged 52
Iteration 421Q (123291.780000 sec): 66 clusters
  Score: Raw -223660580.374290 + Penalty 152791.978268 = -223507788.396022
  nChanged 41
Iteration 422Q (123463.760000 sec): 66 clusters
  Score: Raw -223660581.232154 + Penalty 152791.978268 = -223507789.253887
  nChanged 25
Iteration 423Q (123638.670000 sec): 66 clusters
  Score: Raw -223660581.764987 + Penalty 152791.978268 = -223507789.786719
  nChanged 17
Iteration 424Q (123814.520000 sec): 66 clusters
  Score: Raw -223660582.066496 + Penalty 152791.978268 = -223507790.088229
  nChanged 15
Iteration 425Q (123993.640000 sec): 66 clusters
  Score: Raw -223660582.212902 + Penalty 152791.978268 = -223507790.234635
  nChanged 17
Iteration 426Q (124177.170000 sec): 66 clusters
  Score: Raw -223660582.385579 + Penalty 152791.978268 = -223507790.407311
  nChanged 11
Iteration 427Q (124362.310000 sec): 66 clusters
  Score: Raw -223660582.667756 + Penalty 152791.978268 = -223507790.689488
  nChanged 5
Iteration 428Q (124557.630000 sec): 66 clusters
  Score: Raw -223660582.998645 + Penalty 152791.978268 = -223507791.020378
  nChanged 10
Iteration 429Q (124749.130000 sec): 66 clusters
  Score: Raw -223660583.332643 + Penalty 152791.978268 = -223507791.354376
  nChanged 11
Iteration 430Q (124943.640000 sec): 66 clusters
  Score: Raw -223660583.691129 + Penalty 152791.978268 = -223507791.712861
  nChanged 11
Iteration 431Q (125138.900000 sec): 66 clusters
  Score: Raw -223660584.073890 + Penalty 152791.978268 = -223507792.095623
  nChanged 11
Iteration 432Q (125329.880000 sec): 66 clusters
  Score: Raw -223660584.401294 + Penalty 152791.978268 = -223507792.423026
  nChanged 14
Iteration 433Q (125518.390000 sec): 66 clusters
  Score: Raw -223660584.658072 + Penalty 152791.978268 = -223507792.679804
  nChanged 19
Iteration 434Q (125710.170000 sec): 66 clusters
  Score: Raw -223660584.866381 + Penalty 152791.978268 = -223507792.888114
  nChanged 13
Iteration 435Q (125925.640000 sec): 66 clusters
  Score: Raw -223660585.152905 + Penalty 152791.978268 = -223507793.174637
  nChanged 12
Iteration 436Q (126141.910000 sec): 66 clusters
  Score: Raw -223660585.488456 + Penalty 152791.978268 = -223507793.510188
  nChanged 17
Iteration 437Q (126378.450000 sec): 66 clusters
  Score: Raw -223660585.983155 + Penalty 152791.978268 = -223507794.004887
  nChanged 20
Iteration 438Q (126571.630000 sec): 66 clusters
  Score: Raw -223660586.721805 + Penalty 152791.978268 = -223507794.743537
  nChanged 22
Iteration 439Q (126788.040000 sec): 66 clusters
  Score: Raw -223660587.233577 + Penalty 152791.978268 = -223507795.255309
  nChanged 18
Iteration 440F (127120.420000 sec): 66 clusters
  Score: Raw -223660587.921210 + Penalty 152791.978268 = -223507795.942942
  nChanged 19
Iteration 441Q (127309.070000 sec): 66 clusters
  Score: Raw -223660588.471376 + Penalty 152791.978268 = -223507796.493108
  nChanged 12
Iteration 442Q (127500.560000 sec): 66 clusters
  Score: Raw -223660588.706194 + Penalty 152791.978268 = -223507796.727927
  nChanged 9
Iteration 443Q (127694.010000 sec): 66 clusters
  Score: Raw -223660588.801091 + Penalty 152791.978268 = -223507796.822823
  nChanged 9
Iteration 444Q (127894.600000 sec): 66 clusters
  Score: Raw -223660588.880849 + Penalty 152791.978268 = -223507796.902581
  nChanged 6
Iteration 445Q (128099.180000 sec): 66 clusters
  Score: Raw -223660588.946516 + Penalty 152791.978268 = -223507796.968249
  nChanged 4
Iteration 446Q (128296.790000 sec): 66 clusters
  Score: Raw -223660588.982804 + Penalty 152791.978268 = -223507797.004536
  nChanged 0
Iteration 447F (128568.890000 sec): 66 clusters
  Score: Raw -223660588.982804 + Penalty 152791.978268 = -223507797.004536
  nChanged 0
Compute initial score before splitting:   Score: Raw -223660588.982804 + Penalty 152791.978268 = -223507797.004536
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (357884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128570.950000 sec): 2 clusters
  Score: Raw -42847259.380688 + Penalty 2078.044181 = -42845181.336507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128573.210000 sec): 3 clusters
  Score: Raw -42607585.536069 + Penalty 4156.088362 = -42603429.447707
  nChanged 174784
		SP:Iteration 1F (128575.320000 sec): 3 clusters
  Score: Raw -42711352.669201 + Penalty 4156.088362 = -42707196.580839
  nChanged 9132
		SP:Iteration 2Q (128577.790000 sec): 3 clusters
  Score: Raw -42713302.454113 + Penalty 4156.088362 = -42709146.365751
  nChanged 10301
		SP:Iteration 3Q (128579.950000 sec): 3 clusters
  Score: Raw -42716134.235018 + Penalty 4156.088362 = -42711978.146656
  nChanged 12095
		SP:Iteration 4Q (128582.210000 sec): 3 clusters
  Score: Raw -42720358.502997 + Penalty 4156.088362 = -42716202.414635
  nChanged 14596
		SP:Iteration 5Q (128584.580000 sec): 3 clusters
  Score: Raw -42726787.680266 + Penalty 4156.088362 = -42722631.591904
  nChanged 17490
		SP:Iteration 6Q (128586.810000 sec): 3 clusters
  Score: Raw -42736333.594224 + Penalty 4156.088362 = -42732177.505863
  nChanged 20410
		SP:Iteration 7F (128589.590000 sec): 3 clusters
  Score: Raw -42749560.074055 + Penalty 4156.088362 = -42745403.985693
  nChanged 23472
		SP:Iteration 8F (128592.370000 sec): 3 clusters
  Score: Raw -42766867.720520 + Penalty 4156.088362 = -42762711.632158
  nChanged 24936
		SP:Iteration 9F (128595.170000 sec): 3 clusters
  Score: Raw -42786787.016480 + Penalty 4156.088362 = -42782630.928118
  nChanged 23667
		SP:Iteration 10F (128597.890000 sec): 3 clusters
  Score: Raw -42806393.041709 + Penalty 4156.088362 = -42802236.953347
  nChanged 19810
		SP:Iteration 11F (128600.700000 sec): 3 clusters
  Score: Raw -42822772.468626 + Penalty 4156.088362 = -42818616.380265
  nChanged 14358
		SP:Iteration 12Q (128602.780000 sec): 3 clusters
  Score: Raw -42834161.515833 + Penalty 4156.088362 = -42830005.427471
  nChanged 8917
		SP:Iteration 13Q (128604.900000 sec): 3 clusters
  Score: Raw -42840683.922750 + Penalty 4156.088362 = -42836527.834388
  nChanged 5128
		SP:Iteration 14Q (128606.980000 sec): 3 clusters
  Score: Raw -42844064.321006 + Penalty 4156.088362 = -42839908.232644
  nChanged 2843
		SP:Iteration 15Q (128608.830000 sec): 3 clusters
  Score: Raw -42845740.097833 + Penalty 4156.088362 = -42841584.009471
  nChanged 1645
		SP:Iteration 16Q (128610.710000 sec): 3 clusters
  Score: Raw -42846636.835797 + Penalty 4156.088362 = -42842480.747436
  nChanged 968
		SP:Iteration 17Q (128612.550000 sec): 3 clusters
  Score: Raw -42847126.416615 + Penalty 4156.088362 = -42842970.328253
  nChanged 614
		SP:Iteration 18Q (128614.550000 sec): 3 clusters
  Score: Raw -42847393.666181 + Penalty 4156.088362 = -42843237.577819
  nChanged 414
		SP:Iteration 19Q (128616.380000 sec): 3 clusters
  Score: Raw -42847562.700721 + Penalty 4156.088362 = -42843406.612359
  nChanged 332
		SP:Iteration 20F (128618.560000 sec): 3 clusters
  Score: Raw -42847685.477476 + Penalty 4156.088362 = -42843529.389114
  nChanged 251
		SP:Iteration 21Q (128620.550000 sec): 3 clusters
  Score: Raw -42847777.100366 + Penalty 4156.088362 = -42843621.012004
  nChanged 214
		SP:Iteration 22Q (128622.490000 sec): 3 clusters
  Score: Raw -42847852.371738 + Penalty 4156.088362 = -42843696.283377
  nChanged 201
		SP:Iteration 23Q (128624.550000 sec): 3 clusters
  Score: Raw -42847925.610869 + Penalty 4156.088362 = -42843769.522507
  nChanged 204
		SP:Iteration 24Q (128626.470000 sec): 3 clusters
  Score: Raw -42848000.649731 + Penalty 4156.088362 = -42843844.561369
  nChanged 154
		SP:Iteration 25Q (128628.390000 sec): 3 clusters
  Score: Raw -42848050.972024 + Penalty 4156.088362 = -42843894.883662
  nChanged 139
		SP:Iteration 26Q (128630.390000 sec): 3 clusters
  Score: Raw -42848091.139968 + Penalty 4156.088362 = -42843935.051606
  nChanged 119
		SP:Iteration 27Q (128632.200000 sec): 3 clusters
  Score: Raw -42848124.610983 + Penalty 4156.088362 = -42843968.522621
  nChanged 126
		SP:Iteration 28Q (128634.340000 sec): 3 clusters
  Score: Raw -42848160.050932 + Penalty 4156.088362 = -42844003.962571
  nChanged 103
		SP:Iteration 29Q (128636.360000 sec): 3 clusters
  Score: Raw -42848190.287709 + Penalty 4156.088362 = -42844034.199347
  nChanged 128
		SP:Iteration 30Q (128638.100000 sec): 3 clusters
  Score: Raw -42848240.464757 + Penalty 4156.088362 = -42844084.376395
  nChanged 142
		SP:Iteration 31Q (128639.940000 sec): 3 clusters
  Score: Raw -42848306.243097 + Penalty 4156.088362 = -42844150.154735
  nChanged 157
		SP:Iteration 32Q (128642.070000 sec): 3 clusters
  Score: Raw -42848390.840500 + Penalty 4156.088362 = -42844234.752139
  nChanged 166
		SP:Iteration 33Q (128643.980000 sec): 3 clusters
  Score: Raw -42848479.393389 + Penalty 4156.088362 = -42844323.305027
  nChanged 191
		SP:Iteration 34Q (128645.770000 sec): 3 clusters
  Score: Raw -42848591.250147 + Penalty 4156.088362 = -42844435.161785
  nChanged 241
		SP:Iteration 35Q (128647.590000 sec): 3 clusters
  Score: Raw -42848728.330368 + Penalty 4156.088362 = -42844572.242006
  nChanged 248
		SP:Iteration 36Q (128649.560000 sec): 3 clusters
  Score: Raw -42848882.807643 + Penalty 4156.088362 = -42844726.719281
  nChanged 288
		SP:Iteration 37Q (128651.520000 sec): 3 clusters
  Score: Raw -42849050.497845 + Penalty 4156.088362 = -42844894.409483
  nChanged 289
		SP:Iteration 38Q (128653.230000 sec): 3 clusters
  Score: Raw -42849184.592863 + Penalty 4156.088362 = -42845028.504501
  nChanged 285
		SP:Iteration 39Q (128655.200000 sec): 3 clusters
  Score: Raw -42849296.336458 + Penalty 4156.088362 = -42845140.248096
  nChanged 272
		SP:Iteration 40F (128657.230000 sec): 3 clusters
  Score: Raw -42849420.460529 + Penalty 4156.088362 = -42845264.372168
  nChanged 306
		SP:Iteration 41Q (128659.270000 sec): 3 clusters
  Score: Raw -42849522.994616 + Penalty 4156.088362 = -42845366.906254
  nChanged 262
		SP:Iteration 42Q (128661.170000 sec): 3 clusters
  Score: Raw -42849604.472898 + Penalty 4156.088362 = -42845448.384536
  nChanged 265
		SP:Iteration 43Q (128662.910000 sec): 3 clusters
  Score: Raw -42849687.055018 + Penalty 4156.088362 = -42845530.966656
  nChanged 268
		SP:Iteration 44Q (128664.740000 sec): 3 clusters
  Score: Raw -42849758.440908 + Penalty 4156.088362 = -42845602.352546
  nChanged 252
		SP:Iteration 45Q (128666.660000 sec): 3 clusters
  Score: Raw -42849821.709532 + Penalty 4156.088362 = -42845665.621171
  nChanged 267
		SP:Iteration 46Q (128668.560000 sec): 3 clusters
  Score: Raw -42849883.072684 + Penalty 4156.088362 = -42845726.984322
  nChanged 234
		SP:Iteration 47Q (128670.800000 sec): 3 clusters
  Score: Raw -42849930.990946 + Penalty 4156.088362 = -42845774.902584
  nChanged 202
		SP:Iteration 48Q (128672.880000 sec): 3 clusters
  Score: Raw -42849969.134195 + Penalty 4156.088362 = -42845813.045833
  nChanged 190
		SP:Iteration 49Q (128674.640000 sec): 3 clusters
  Score: Raw -42849999.592188 + Penalty 4156.088362 = -42845843.503826
  nChanged 196
		SP:Iteration 50Q (128676.410000 sec): 3 clusters
  Score: Raw -42850028.837474 + Penalty 4156.088362 = -42845872.749113
  nChanged 168
		SP:Iteration 51Q (128678.410000 sec): 3 clusters
  Score: Raw -42850050.068654 + Penalty 4156.088362 = -42845893.980292
  nChanged 138
		SP:Iteration 52Q (128680.130000 sec): 3 clusters
  Score: Raw -42850065.638796 + Penalty 4156.088362 = -42845909.550434
  nChanged 124
		SP:Iteration 53Q (128682.150000 sec): 3 clusters
  Score: Raw -42850080.150716 + Penalty 4156.088362 = -42845924.062354
  nChanged 112
		SP:Iteration 54Q (128684.080000 sec): 3 clusters
  Score: Raw -42850092.982822 + Penalty 4156.088362 = -42845936.894460
  nChanged 114
		SP:Iteration 55Q (128686.480000 sec): 3 clusters
  Score: Raw -42850106.942534 + Penalty 4156.088362 = -42845950.854172
  nChanged 128
		SP:Iteration 56Q (128688.660000 sec): 3 clusters
  Score: Raw -42850122.099262 + Penalty 4156.088362 = -42845966.010901
  nChanged 121
		SP:Iteration 57Q (128690.890000 sec): 3 clusters
  Score: Raw -42850136.631919 + Penalty 4156.088362 = -42845980.543557
  nChanged 111
		SP:Iteration 58Q (128693.360000 sec): 3 clusters
  Score: Raw -42850148.955673 + Penalty 4156.088362 = -42845992.867311
  nChanged 104
		SP:Iteration 59Q (128695.800000 sec): 3 clusters
  Score: Raw -42850159.924547 + Penalty 4156.088362 = -42846003.836185
  nChanged 89
		SP:Iteration 60F (128697.640000 sec): 3 clusters
  Score: Raw -42850168.575838 + Penalty 4156.088362 = -42846012.487476
  nChanged 86
		SP:Iteration 61Q (128699.520000 sec): 3 clusters
  Score: Raw -42850176.713713 + Penalty 4156.088362 = -42846020.625351
  nChanged 68
		SP:Iteration 62Q (128701.410000 sec): 3 clusters
  Score: Raw -42850182.619666 + Penalty 4156.088362 = -42846026.531304
  nChanged 64
		SP:Iteration 63Q (128703.150000 sec): 3 clusters
  Score: Raw -42850187.912596 + Penalty 4156.088362 = -42846031.824234
  nChanged 54
		SP:Iteration 64Q (128705.100000 sec): 3 clusters
  Score: Raw -42850192.398776 + Penalty 4156.088362 = -42846036.310414
  nChanged 48
		SP:Iteration 65Q (128706.990000 sec): 3 clusters
  Score: Raw -42850195.584872 + Penalty 4156.088362 = -42846039.496510
  nChanged 34
		SP:Iteration 66Q (128708.870000 sec): 3 clusters
  Score: Raw -42850197.784934 + Penalty 4156.088362 = -42846041.696572
  nChanged 38
		SP:Iteration 67Q (128710.650000 sec): 3 clusters
  Score: Raw -42850200.069960 + Penalty 4156.088362 = -42846043.981598
  nChanged 33
		SP:Iteration 68Q (128712.650000 sec): 3 clusters
  Score: Raw -42850201.848518 + Penalty 4156.088362 = -42846045.760156
  nChanged 29
		SP:Iteration 69Q (128714.500000 sec): 3 clusters
  Score: Raw -42850203.374946 + Penalty 4156.088362 = -42846047.286584
  nChanged 27
		SP:Iteration 70Q (128716.230000 sec): 3 clusters
  Score: Raw -42850204.994768 + Penalty 4156.088362 = -42846048.906406
  nChanged 29
		SP:Iteration 71Q (128717.910000 sec): 3 clusters
  Score: Raw -42850206.630899 + Penalty 4156.088362 = -42846050.542537
  nChanged 25
		SP:Iteration 72Q (128719.980000 sec): 3 clusters
  Score: Raw -42850208.187309 + Penalty 4156.088362 = -42846052.098948
  nChanged 30
		SP:Iteration 73Q (128721.740000 sec): 3 clusters
  Score: Raw -42850210.226388 + Penalty 4156.088362 = -42846054.138026
  nChanged 36
		SP:Iteration 74Q (128723.420000 sec): 3 clusters
  Score: Raw -42850212.336175 + Penalty 4156.088362 = -42846056.247813
  nChanged 24
		SP:Iteration 75Q (128725.250000 sec): 3 clusters
  Score: Raw -42850213.844690 + Penalty 4156.088362 = -42846057.756328
  nChanged 35
		SP:Iteration 76Q (128727.160000 sec): 3 clusters
  Score: Raw -42850215.510285 + Penalty 4156.088362 = -42846059.421923
  nChanged 28
		SP:Iteration 77Q (128729.230000 sec): 3 clusters
  Score: Raw -42850217.159331 + Penalty 4156.088362 = -42846061.070969
  nChanged 29
		SP:Iteration 78Q (128730.980000 sec): 3 clusters
  Score: Raw -42850218.621061 + Penalty 4156.088362 = -42846062.532699
  nChanged 23
		SP:Iteration 79Q (128732.920000 sec): 3 clusters
  Score: Raw -42850219.866764 + Penalty 4156.088362 = -42846063.778402
  nChanged 20
		SP:Iteration 80F (128734.910000 sec): 3 clusters
  Score: Raw -42850220.670323 + Penalty 4156.088362 = -42846064.581961
  nChanged 15
		SP:Iteration 81Q (128736.940000 sec): 3 clusters
  Score: Raw -42850221.478084 + Penalty 4156.088362 = -42846065.389722
  nChanged 12
		SP:Iteration 82Q (128738.680000 sec): 3 clusters
  Score: Raw -42850222.060023 + Penalty 4156.088362 = -42846065.971661
  nChanged 17
		SP:Iteration 83Q (128740.430000 sec): 3 clusters
  Score: Raw -42850222.759648 + Penalty 4156.088362 = -42846066.671286
  nChanged 11
		SP:Iteration 84Q (128742.400000 sec): 3 clusters
  Score: Raw -42850223.250144 + Penalty 4156.088362 = -42846067.161783
  nChanged 11
		SP:Iteration 85Q (128744.290000 sec): 3 clusters
  Score: Raw -42850223.781407 + Penalty 4156.088362 = -42846067.693045
  nChanged 9
		SP:Iteration 86Q (128746.400000 sec): 3 clusters
  Score: Raw -42850224.145324 + Penalty 4156.088362 = -42846068.056962
  nChanged 9
		SP:Iteration 87Q (128748.240000 sec): 3 clusters
  Score: Raw -42850224.593718 + Penalty 4156.088362 = -42846068.505356
  nChanged 13
		SP:Iteration 88Q (128750.060000 sec): 3 clusters
  Score: Raw -42850225.156069 + Penalty 4156.088362 = -42846069.067707
  nChanged 11
		SP:Iteration 89Q (128751.920000 sec): 3 clusters
  Score: Raw -42850225.525672 + Penalty 4156.088362 = -42846069.437310
  nChanged 9
		SP:Iteration 90Q (128753.910000 sec): 3 clusters
  Score: Raw -42850225.988135 + Penalty 4156.088362 = -42846069.899773
  nChanged 15
		SP:Iteration 91Q (128755.930000 sec): 3 clusters
  Score: Raw -42850226.732924 + Penalty 4156.088362 = -42846070.644562
  nChanged 16
		SP:Iteration 92Q (128757.910000 sec): 3 clusters
  Score: Raw -42850227.596022 + Penalty 4156.088362 = -42846071.507660
  nChanged 21
		SP:Iteration 93Q (128759.730000 sec): 3 clusters
  Score: Raw -42850228.539789 + Penalty 4156.088362 = -42846072.451427
  nChanged 12
		SP:Iteration 94Q (128761.530000 sec): 3 clusters
  Score: Raw -42850229.057292 + Penalty 4156.088362 = -42846072.968930
  nChanged 9
		SP:Iteration 95Q (128763.260000 sec): 3 clusters
  Score: Raw -42850229.499322 + Penalty 4156.088362 = -42846073.410960
  nChanged 8
		SP:Iteration 96Q (128765.070000 sec): 3 clusters
  Score: Raw -42850229.884483 + Penalty 4156.088362 = -42846073.796121
  nChanged 10
		SP:Iteration 97Q (128766.920000 sec): 3 clusters
  Score: Raw -42850230.295503 + Penalty 4156.088362 = -42846074.207141
  nChanged 8
		SP:Iteration 98Q (128768.580000 sec): 3 clusters
  Score: Raw -42850230.691367 + Penalty 4156.088362 = -42846074.603005
  nChanged 8
		SP:Iteration 99Q (128770.320000 sec): 3 clusters
  Score: Raw -42850231.043666 + Penalty 4156.088362 = -42846074.955304
  nChanged 8
		SP:Iteration 100F (128772.260000 sec): 3 clusters
  Score: Raw -42850231.400777 + Penalty 4156.088362 = -42846075.312415
  nChanged 12
		SP:Iteration 101Q (128774.010000 sec): 3 clusters
  Score: Raw -42850231.988870 + Penalty 4156.088362 = -42846075.900508
  nChanged 11
		SP:Iteration 102Q (128776.010000 sec): 3 clusters
  Score: Raw -42850232.441262 + Penalty 4156.088362 = -42846076.352900
  nChanged 10
		SP:Iteration 103Q (128777.990000 sec): 3 clusters
  Score: Raw -42850232.824375 + Penalty 4156.088362 = -42846076.736013
  nChanged 8
		SP:Iteration 104Q (128780.330000 sec): 3 clusters
  Score: Raw -42850233.200146 + Penalty 4156.088362 = -42846077.111784
  nChanged 9
		SP:Iteration 105Q (128782.790000 sec): 3 clusters
  Score: Raw -42850233.753049 + Penalty 4156.088362 = -42846077.664687
  nChanged 13
		SP:Iteration 106Q (128785.160000 sec): 3 clusters
  Score: Raw -42850234.326254 + Penalty 4156.088362 = -42846078.237892
  nChanged 7
		SP:Iteration 107Q (128787.600000 sec): 3 clusters
  Score: Raw -42850234.627070 + Penalty 4156.088362 = -42846078.538708
  nChanged 3
		SP:Iteration 108Q (128790.000000 sec): 3 clusters
  Score: Raw -42850234.706097 + Penalty 4156.088362 = -42846078.617735
  nChanged 1
		SP:Iteration 109Q (128792.050000 sec): 3 clusters
  Score: Raw -42850234.737903 + Penalty 4156.088362 = -42846078.649541
  nChanged 2
		SP:Iteration 110Q (128793.870000 sec): 3 clusters
  Score: Raw -42850234.849013 + Penalty 4156.088362 = -42846078.760651
  nChanged 3
		SP:Iteration 111Q (128795.780000 sec): 3 clusters
  Score: Raw -42850234.972731 + Penalty 4156.088362 = -42846078.884369
  nChanged 3
		SP:Iteration 112Q (128797.460000 sec): 3 clusters
  Score: Raw -42850235.057719 + Penalty 4156.088362 = -42846078.969357
  nChanged 0
		SP:Iteration 113F (128799.390000 sec): 3 clusters
  Score: Raw -42850235.057719 + Penalty 4156.088362 = -42846078.969357
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128799.770000 sec): 2 clusters
  Score: Raw -1305300.574210 + Penalty 1510.684186 = -1303789.890024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128799.990000 sec): 3 clusters
  Score: Raw -1298990.616929 + Penalty 3021.368372 = -1295969.248557
  nChanged 4770
		SP:Iteration 1F (128800.250000 sec): 3 clusters
  Score: Raw -1301701.333982 + Penalty 3021.368372 = -1298679.965609
  nChanged 652
		SP:Iteration 2F (128800.460000 sec): 3 clusters
  Score: Raw -1301990.871016 + Penalty 3021.368372 = -1298969.502644
  nChanged 573
		SP:Iteration 3F (128800.670000 sec): 3 clusters
  Score: Raw -1302237.401433 + Penalty 3021.368372 = -1299216.033061
  nChanged 527
		SP:Iteration 4Q (128800.870000 sec): 3 clusters
  Score: Raw -1302449.784830 + Penalty 3021.368372 = -1299428.416458
  nChanged 470
		SP:Iteration 5Q (128801.050000 sec): 3 clusters
  Score: Raw -1302644.292310 + Penalty 3021.368372 = -1299622.923938
  nChanged 406
		SP:Iteration 6Q (128801.290000 sec): 3 clusters
  Score: Raw -1302813.246240 + Penalty 3021.368372 = -1299791.877868
  nChanged 388
		SP:Iteration 7Q (128801.570000 sec): 3 clusters
  Score: Raw -1302987.945775 + Penalty 3021.368372 = -1299966.577403
  nChanged 422
		SP:Iteration 8Q (128801.770000 sec): 3 clusters
  Score: Raw -1303190.913563 + Penalty 3021.368372 = -1300169.545191
  nChanged 376
		SP:Iteration 9Q (128801.980000 sec): 3 clusters
  Score: Raw -1303393.003189 + Penalty 3021.368372 = -1300371.634817
  nChanged 378
		SP:Iteration 10Q (128802.160000 sec): 3 clusters
  Score: Raw -1303593.046483 + Penalty 3021.368372 = -1300571.678111
  nChanged 380
		SP:Iteration 11Q (128802.370000 sec): 3 clusters
  Score: Raw -1303802.615061 + Penalty 3021.368372 = -1300781.246689
  nChanged 394
		SP:Iteration 12Q (128802.630000 sec): 3 clusters
  Score: Raw -1304059.476329 + Penalty 3021.368372 = -1301038.107957
  nChanged 397
		SP:Iteration 13Q (128802.880000 sec): 3 clusters
  Score: Raw -1304337.264539 + Penalty 3021.368372 = -1301315.896167
  nChanged 354
		SP:Iteration 14Q (128803.120000 sec): 3 clusters
  Score: Raw -1304595.920417 + Penalty 3021.368372 = -1301574.552045
  nChanged 320
		SP:Iteration 15Q (128803.390000 sec): 3 clusters
  Score: Raw -1304861.134142 + Penalty 3021.368372 = -1301839.765770
  nChanged 262
		SP:Iteration 16Q (128803.680000 sec): 3 clusters
  Score: Raw -1305068.332699 + Penalty 3021.368372 = -1302046.964326
  nChanged 169
		SP:Iteration 17Q (128804.000000 sec): 3 clusters
  Score: Raw -1305199.943012 + Penalty 3021.368372 = -1302178.574639
  nChanged 100
		SP:Iteration 18Q (128804.200000 sec): 3 clusters
  Score: Raw -1305280.205238 + Penalty 3021.368372 = -1302258.836866
  nChanged 68
		SP:Iteration 19Q (128804.390000 sec): 3 clusters
  Score: Raw -1305338.136966 + Penalty 3021.368372 = -1302316.768594
  nChanged 48
		SP:Iteration 20F (128804.630000 sec): 3 clusters
  Score: Raw -1305376.487987 + Penalty 3021.368372 = -1302355.119614
  nChanged 40
		SP:Iteration 21Q (128804.810000 sec): 3 clusters
  Score: Raw -1305413.929699 + Penalty 3021.368372 = -1302392.561327
  nChanged 26
		SP:Iteration 22Q (128805.060000 sec): 3 clusters
  Score: Raw -1305436.183826 + Penalty 3021.368372 = -1302414.815454
  nChanged 20
		SP:Iteration 23Q (128805.300000 sec): 3 clusters
  Score: Raw -1305458.005277 + Penalty 3021.368372 = -1302436.636905
  nChanged 17
		SP:Iteration 24Q (128805.510000 sec): 3 clusters
  Score: Raw -1305474.279879 + Penalty 3021.368372 = -1302452.911507
  nChanged 10
		SP:Iteration 25Q (128805.680000 sec): 3 clusters
  Score: Raw -1305480.266992 + Penalty 3021.368372 = -1302458.898619
  nChanged 5
		SP:Iteration 26Q (128805.890000 sec): 3 clusters
  Score: Raw -1305485.735675 + Penalty 3021.368372 = -1302464.367303
  nChanged 5
		SP:Iteration 27Q (128806.090000 sec): 3 clusters
  Score: Raw -1305489.311628 + Penalty 3021.368372 = -1302467.943256
  nChanged 6
		SP:Iteration 28Q (128806.310000 sec): 3 clusters
  Score: Raw -1305494.487747 + Penalty 3021.368372 = -1302473.119375
  nChanged 3
		SP:Iteration 29Q (128806.480000 sec): 3 clusters
  Score: Raw -1305497.603407 + Penalty 3021.368372 = -1302476.235035
  nChanged 2
		SP:Iteration 30Q (128806.680000 sec): 3 clusters
  Score: Raw -1305501.364160 + Penalty 3021.368372 = -1302479.995788
  nChanged 2
		SP:Iteration 31Q (128806.920000 sec): 3 clusters
  Score: Raw -1305504.023173 + Penalty 3021.368372 = -1302482.654800
  nChanged 4
		SP:Iteration 32Q (128807.110000 sec): 3 clusters
  Score: Raw -1305510.237701 + Penalty 3021.368372 = -1302488.869329
  nChanged 3
		SP:Iteration 33Q (128807.400000 sec): 3 clusters
  Score: Raw -1305514.986392 + Penalty 3021.368372 = -1302493.618020
  nChanged 6
		SP:Iteration 34Q (128807.660000 sec): 3 clusters
  Score: Raw -1305523.281281 + Penalty 3021.368372 = -1302501.912909
  nChanged 6
		SP:Iteration 35Q (128807.800000 sec): 3 clusters
  Score: Raw -1305529.504473 + Penalty 3021.368372 = -1302508.136101
  nChanged 3
		SP:Iteration 36Q (128808.020000 sec): 3 clusters
  Score: Raw -1305532.255916 + Penalty 3021.368372 = -1302510.887544
  nChanged 1
		SP:Iteration 37Q (128808.250000 sec): 3 clusters
  Score: Raw -1305533.547374 + Penalty 3021.368372 = -1302512.179002
  nChanged 1
		SP:Iteration 38Q (128808.550000 sec): 3 clusters
  Score: Raw -1305534.726864 + Penalty 3021.368372 = -1302513.358492
  nChanged 0
		SP:Iteration 39F (128808.750000 sec): 3 clusters
  Score: Raw -1305534.726864 + Penalty 3021.368372 = -1302513.358492
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128808.920000 sec): 2 clusters
  Score: Raw -931817.730618 + Penalty 1440.199596 = -930377.531023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128809.100000 sec): 3 clusters
  Score: Raw -927908.047105 + Penalty 2880.399191 = -925027.647914
  nChanged 2994
		SP:Iteration 1F (128809.330000 sec): 3 clusters
  Score: Raw -929464.829364 + Penalty 2880.399191 = -926584.430172
  nChanged 397
		SP:Iteration 2F (128809.480000 sec): 3 clusters
  Score: Raw -929622.924690 + Penalty 2880.399191 = -926742.525499
  nChanged 291
		SP:Iteration 3Q (128809.670000 sec): 3 clusters
  Score: Raw -929740.562266 + Penalty 2880.399191 = -926860.163075
  nChanged 231
		SP:Iteration 4Q (128809.870000 sec): 3 clusters
  Score: Raw -929831.854944 + Penalty 2880.399191 = -926951.455752
  nChanged 249
		SP:Iteration 5Q (128810.090000 sec): 3 clusters
  Score: Raw -929935.512908 + Penalty 2880.399191 = -927055.113717
  nChanged 237
		SP:Iteration 6Q (128810.270000 sec): 3 clusters
  Score: Raw -930033.102225 + Penalty 2880.399191 = -927152.703034
  nChanged 218
		SP:Iteration 7Q (128810.480000 sec): 3 clusters
  Score: Raw -930130.733360 + Penalty 2880.399191 = -927250.334169
  nChanged 222
		SP:Iteration 8Q (128810.670000 sec): 3 clusters
  Score: Raw -930238.124360 + Penalty 2880.399191 = -927357.725169
  nChanged 267
		SP:Iteration 9Q (128810.880000 sec): 3 clusters
  Score: Raw -930389.437348 + Penalty 2880.399191 = -927509.038157
  nChanged 287
		SP:Iteration 10Q (128811.060000 sec): 3 clusters
  Score: Raw -930577.738494 + Penalty 2880.399191 = -927697.339303
  nChanged 310
		SP:Iteration 11Q (128811.250000 sec): 3 clusters
  Score: Raw -930798.646258 + Penalty 2880.399191 = -927918.247067
  nChanged 300
		SP:Iteration 12Q (128811.420000 sec): 3 clusters
  Score: Raw -931041.403517 + Penalty 2880.399191 = -928161.004326
  nChanged 298
		SP:Iteration 13Q (128811.650000 sec): 3 clusters
  Score: Raw -931317.707004 + Penalty 2880.399191 = -928437.307813
  nChanged 238
		SP:Iteration 14Q (128811.830000 sec): 3 clusters
  Score: Raw -931524.861482 + Penalty 2880.399191 = -928644.462291
  nChanged 153
		SP:Iteration 15Q (128812.110000 sec): 3 clusters
  Score: Raw -931665.251779 + Penalty 2880.399191 = -928784.852588
  nChanged 107
		SP:Iteration 16Q (128812.330000 sec): 3 clusters
  Score: Raw -931769.819891 + Penalty 2880.399191 = -928889.420700
  nChanged 80
		SP:Iteration 17Q (128812.500000 sec): 3 clusters
  Score: Raw -931858.522637 + Penalty 2880.399191 = -928978.123446
  nChanged 42
		SP:Iteration 18Q (128812.670000 sec): 3 clusters
  Score: Raw -931901.371785 + Penalty 2880.399191 = -929020.972593
  nChanged 31
		SP:Iteration 19Q (128812.870000 sec): 3 clusters
  Score: Raw -931929.853173 + Penalty 2880.399191 = -929049.453981
  nChanged 13
		SP:Iteration 20F (128813.040000 sec): 3 clusters
  Score: Raw -931945.979640 + Penalty 2880.399191 = -929065.580449
  nChanged 14
		SP:Iteration 21Q (128813.230000 sec): 3 clusters
  Score: Raw -931959.778911 + Penalty 2880.399191 = -929079.379720
  nChanged 8
		SP:Iteration 22Q (128813.380000 sec): 3 clusters
  Score: Raw -931967.854744 + Penalty 2880.399191 = -929087.455553
  nChanged 5
		SP:Iteration 23Q (128813.570000 sec): 3 clusters
  Score: Raw -931971.704419 + Penalty 2880.399191 = -929091.305228
  nChanged 3
		SP:Iteration 24Q (128813.740000 sec): 3 clusters
  Score: Raw -931974.728059 + Penalty 2880.399191 = -929094.328868
  nChanged 4
		SP:Iteration 25Q (128813.910000 sec): 3 clusters
  Score: Raw -931980.152133 + Penalty 2880.399191 = -929099.752941
  nChanged 3
		SP:Iteration 26Q (128814.120000 sec): 3 clusters
  Score: Raw -931983.962779 + Penalty 2880.399191 = -929103.563588
  nChanged 6
		SP:Iteration 27Q (128814.280000 sec): 3 clusters
  Score: Raw -931991.451710 + Penalty 2880.399191 = -929111.052519
  nChanged 4
		SP:Iteration 28Q (128814.430000 sec): 3 clusters
  Score: Raw -931996.084764 + Penalty 2880.399191 = -929115.685573
  nChanged 3
		SP:Iteration 29Q (128814.670000 sec): 3 clusters
  Score: Raw -932000.311616 + Penalty 2880.399191 = -929119.912424
  nChanged 2
		SP:Iteration 30Q (128814.790000 sec): 3 clusters
  Score: Raw -932002.765165 + Penalty 2880.399191 = -929122.365974
  nChanged 1
		SP:Iteration 31Q (128814.980000 sec): 3 clusters
  Score: Raw -932003.211877 + Penalty 2880.399191 = -929122.812686
  nChanged 0
		SP:Iteration 32F (128815.160000 sec): 3 clusters
  Score: Raw -932003.211877 + Penalty 2880.399191 = -929122.812686
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128815.330000 sec): 2 clusters
  Score: Raw -1071003.874828 + Penalty 1478.053662 = -1069525.821165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128815.480000 sec): 3 clusters
  Score: Raw -1065985.737690 + Penalty 2956.107325 = -1063029.630365
  nChanged 3870
		SP:Iteration 1F (128815.650000 sec): 3 clusters
  Score: Raw -1068076.542967 + Penalty 2956.107325 = -1065120.435642
  nChanged 580
		SP:Iteration 2F (128815.870000 sec): 3 clusters
  Score: Raw -1068378.578002 + Penalty 2956.107325 = -1065422.470677
  nChanged 516
		SP:Iteration 3F (128816.070000 sec): 3 clusters
  Score: Raw -1068638.582495 + Penalty 2956.107325 = -1065682.475170
  nChanged 453
		SP:Iteration 4F (128816.320000 sec): 3 clusters
  Score: Raw -1068875.158482 + Penalty 2956.107325 = -1065919.051157
  nChanged 405
		SP:Iteration 5Q (128816.550000 sec): 3 clusters
  Score: Raw -1069080.942316 + Penalty 2956.107325 = -1066124.834991
  nChanged 420
		SP:Iteration 6Q (128816.790000 sec): 3 clusters
  Score: Raw -1069319.384101 + Penalty 2956.107325 = -1066363.276776
  nChanged 427
		SP:Iteration 7Q (128817.020000 sec): 3 clusters
  Score: Raw -1069578.828170 + Penalty 2956.107325 = -1066622.720845
  nChanged 445
		SP:Iteration 8Q (128817.240000 sec): 3 clusters
  Score: Raw -1069874.915484 + Penalty 2956.107325 = -1066918.808159
  nChanged 438
		SP:Iteration 9Q (128817.410000 sec): 3 clusters
  Score: Raw -1070167.599812 + Penalty 2956.107325 = -1067211.492487
  nChanged 415
		SP:Iteration 10Q (128817.630000 sec): 3 clusters
  Score: Raw -1070449.342539 + Penalty 2956.107325 = -1067493.235214
  nChanged 373
		SP:Iteration 11Q (128817.810000 sec): 3 clusters
  Score: Raw -1070669.427551 + Penalty 2956.107325 = -1067713.320226
  nChanged 269
		SP:Iteration 12Q (128817.990000 sec): 3 clusters
  Score: Raw -1070810.311941 + Penalty 2956.107325 = -1067854.204616
  nChanged 199
		SP:Iteration 13Q (128818.170000 sec): 3 clusters
  Score: Raw -1070901.501038 + Penalty 2956.107325 = -1067945.393713
  nChanged 150
		SP:Iteration 14Q (128818.410000 sec): 3 clusters
  Score: Raw -1070971.948315 + Penalty 2956.107325 = -1068015.840990
  nChanged 145
		SP:Iteration 15Q (128818.600000 sec): 3 clusters
  Score: Raw -1071034.105977 + Penalty 2956.107325 = -1068077.998652
  nChanged 120
		SP:Iteration 16Q (128818.830000 sec): 3 clusters
  Score: Raw -1071082.708761 + Penalty 2956.107325 = -1068126.601436
  nChanged 105
		SP:Iteration 17Q (128819.080000 sec): 3 clusters
  Score: Raw -1071125.853776 + Penalty 2956.107325 = -1068169.746451
  nChanged 100
		SP:Iteration 18Q (128819.280000 sec): 3 clusters
  Score: Raw -1071166.138115 + Penalty 2956.107325 = -1068210.030790
  nChanged 88
		SP:Iteration 19Q (128819.530000 sec): 3 clusters
  Score: Raw -1071202.533015 + Penalty 2956.107325 = -1068246.425690
  nChanged 83
		SP:Iteration 20F (128819.690000 sec): 3 clusters
  Score: Raw -1071234.828065 + Penalty 2956.107325 = -1068278.720740
  nChanged 74
		SP:Iteration 21Q (128819.930000 sec): 3 clusters
  Score: Raw -1071260.745384 + Penalty 2956.107325 = -1068304.638059
  nChanged 64
		SP:Iteration 22Q (128820.150000 sec): 3 clusters
  Score: Raw -1071283.941893 + Penalty 2956.107325 = -1068327.834568
  nChanged 63
		SP:Iteration 23Q (128820.310000 sec): 3 clusters
  Score: Raw -1071305.486612 + Penalty 2956.107325 = -1068349.379287
  nChanged 61
		SP:Iteration 24Q (128820.490000 sec): 3 clusters
  Score: Raw -1071325.646488 + Penalty 2956.107325 = -1068369.539163
  nChanged 62
		SP:Iteration 25Q (128820.650000 sec): 3 clusters
  Score: Raw -1071342.665223 + Penalty 2956.107325 = -1068386.557898
  nChanged 48
		SP:Iteration 26Q (128820.870000 sec): 3 clusters
  Score: Raw -1071356.621994 + Penalty 2956.107325 = -1068400.514669
  nChanged 46
		SP:Iteration 27Q (128821.090000 sec): 3 clusters
  Score: Raw -1071369.589448 + Penalty 2956.107325 = -1068413.482123
  nChanged 49
		SP:Iteration 28Q (128821.270000 sec): 3 clusters
  Score: Raw -1071383.442199 + Penalty 2956.107325 = -1068427.334874
  nChanged 37
		SP:Iteration 29Q (128821.450000 sec): 3 clusters
  Score: Raw -1071392.678707 + Penalty 2956.107325 = -1068436.571382
  nChanged 35
		SP:Iteration 30Q (128821.690000 sec): 3 clusters
  Score: Raw -1071401.433610 + Penalty 2956.107325 = -1068445.326285
  nChanged 28
		SP:Iteration 31Q (128821.880000 sec): 3 clusters
  Score: Raw -1071411.371104 + Penalty 2956.107325 = -1068455.263779
  nChanged 33
		SP:Iteration 32Q (128822.100000 sec): 3 clusters
  Score: Raw -1071422.423891 + Penalty 2956.107325 = -1068466.316566
  nChanged 23
		SP:Iteration 33Q (128822.260000 sec): 3 clusters
  Score: Raw -1071428.334389 + Penalty 2956.107325 = -1068472.227064
  nChanged 19
		SP:Iteration 34Q (128822.440000 sec): 3 clusters
  Score: Raw -1071433.093063 + Penalty 2956.107325 = -1068476.985738
  nChanged 9
		SP:Iteration 35Q (128822.670000 sec): 3 clusters
  Score: Raw -1071435.198051 + Penalty 2956.107325 = -1068479.090726
  nChanged 13
		SP:Iteration 36Q (128822.830000 sec): 3 clusters
  Score: Raw -1071438.088214 + Penalty 2956.107325 = -1068481.980889
  nChanged 11
		SP:Iteration 37Q (128823.060000 sec): 3 clusters
  Score: Raw -1071440.460770 + Penalty 2956.107325 = -1068484.353445
  nChanged 8
		SP:Iteration 38Q (128823.190000 sec): 3 clusters
  Score: Raw -1071441.997200 + Penalty 2956.107325 = -1068485.889875
  nChanged 4
		SP:Iteration 39Q (128823.350000 sec): 3 clusters
  Score: Raw -1071443.096517 + Penalty 2956.107325 = -1068486.989192
  nChanged 8
		SP:Iteration 40F (128823.530000 sec): 3 clusters
  Score: Raw -1071445.053857 + Penalty 2956.107325 = -1068488.946532
  nChanged 11
		SP:Iteration 41Q (128823.740000 sec): 3 clusters
  Score: Raw -1071448.082787 + Penalty 2956.107325 = -1068491.975462
  nChanged 17
		SP:Iteration 42Q (128823.930000 sec): 3 clusters
  Score: Raw -1071452.160175 + Penalty 2956.107325 = -1068496.052850
  nChanged 15
		SP:Iteration 43Q (128824.110000 sec): 3 clusters
  Score: Raw -1071456.228277 + Penalty 2956.107325 = -1068500.120952
  nChanged 10
		SP:Iteration 44Q (128824.310000 sec): 3 clusters
  Score: Raw -1071459.130824 + Penalty 2956.107325 = -1068503.023499
  nChanged 10
		SP:Iteration 45Q (128824.500000 sec): 3 clusters
  Score: Raw -1071462.060566 + Penalty 2956.107325 = -1068505.953241
  nChanged 12
		SP:Iteration 46Q (128824.740000 sec): 3 clusters
  Score: Raw -1071465.798877 + Penalty 2956.107325 = -1068509.691552
  nChanged 14
		SP:Iteration 47Q (128824.870000 sec): 3 clusters
  Score: Raw -1071471.057696 + Penalty 2956.107325 = -1068514.950371
  nChanged 15
		SP:Iteration 48Q (128825.070000 sec): 3 clusters
  Score: Raw -1071474.802551 + Penalty 2956.107325 = -1068518.695226
  nChanged 11
		SP:Iteration 49Q (128825.270000 sec): 3 clusters
  Score: Raw -1071477.346751 + Penalty 2956.107325 = -1068521.239426
  nChanged 9
		SP:Iteration 50Q (128825.510000 sec): 3 clusters
  Score: Raw -1071479.552790 + Penalty 2956.107325 = -1068523.445465
  nChanged 7
		SP:Iteration 51Q (128825.720000 sec): 3 clusters
  Score: Raw -1071481.250070 + Penalty 2956.107325 = -1068525.142745
  nChanged 6
		SP:Iteration 52Q (128825.900000 sec): 3 clusters
  Score: Raw -1071482.809987 + Penalty 2956.107325 = -1068526.702662
  nChanged 8
		SP:Iteration 53Q (128826.110000 sec): 3 clusters
  Score: Raw -1071484.347690 + Penalty 2956.107325 = -1068528.240365
  nChanged 6
		SP:Iteration 54Q (128826.310000 sec): 3 clusters
  Score: Raw -1071485.299040 + Penalty 2956.107325 = -1068529.191715
  nChanged 3
		SP:Iteration 55Q (128826.450000 sec): 3 clusters
  Score: Raw -1071486.046739 + Penalty 2956.107325 = -1068529.939414
  nChanged 1
		SP:Iteration 56Q (128826.630000 sec): 3 clusters
  Score: Raw -1071486.117872 + Penalty 2956.107325 = -1068530.010547
  nChanged 0
		SP:Iteration 57F (128826.800000 sec): 3 clusters
  Score: Raw -1071486.117872 + Penalty 2956.107325 = -1068530.010547
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128826.910000 sec): 2 clusters
  Score: Raw -264261.021793 + Penalty 1264.773903 = -262996.247891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128827.020000 sec): 3 clusters
  Score: Raw -263266.565240 + Penalty 2529.547805 = -260737.017435
  nChanged 868
		SP:Iteration 1F (128827.120000 sec): 3 clusters
  Score: Raw -263957.180852 + Penalty 2529.547805 = -261427.633046
  nChanged 223
		SP:Iteration 2F (128827.270000 sec): 3 clusters
  Score: Raw -264215.069880 + Penalty 2529.547805 = -261685.522074
  nChanged 181
		SP:Iteration 3F (128827.430000 sec): 3 clusters
  Score: Raw -264393.999445 + Penalty 2529.547805 = -261864.451640
  nChanged 135
		SP:Iteration 4F (128827.570000 sec): 3 clusters
  Score: Raw -264534.019479 + Penalty 2529.547805 = -262004.471674
  nChanged 101
		SP:Iteration 5Q (128827.660000 sec): 3 clusters
  Score: Raw -264628.278557 + Penalty 2529.547805 = -262098.730752
  nChanged 71
		SP:Iteration 6Q (128827.810000 sec): 3 clusters
  Score: Raw -264689.911888 + Penalty 2529.547805 = -262160.364082
  nChanged 61
		SP:Iteration 7Q (128827.910000 sec): 3 clusters
  Score: Raw -264739.250422 + Penalty 2529.547805 = -262209.702617
  nChanged 48
		SP:Iteration 8Q (128828.050000 sec): 3 clusters
  Score: Raw -264775.570393 + Penalty 2529.547805 = -262246.022588
  nChanged 37
		SP:Iteration 9Q (128828.140000 sec): 3 clusters
  Score: Raw -264801.526102 + Penalty 2529.547805 = -262271.978296
  nChanged 30
		SP:Iteration 10Q (128828.240000 sec): 3 clusters
  Score: Raw -264815.634584 + Penalty 2529.547805 = -262286.086779
  nChanged 21
		SP:Iteration 11Q (128828.390000 sec): 3 clusters
  Score: Raw -264826.283925 + Penalty 2529.547805 = -262296.736119
  nChanged 19
		SP:Iteration 12Q (128828.480000 sec): 3 clusters
  Score: Raw -264836.229782 + Penalty 2529.547805 = -262306.681977
  nChanged 12
		SP:Iteration 13Q (128828.630000 sec): 3 clusters
  Score: Raw -264842.175901 + Penalty 2529.547805 = -262312.628095
  nChanged 6
		SP:Iteration 14Q (128828.720000 sec): 3 clusters
  Score: Raw -264848.675355 + Penalty 2529.547805 = -262319.127550
  nChanged 7
		SP:Iteration 15Q (128828.820000 sec): 3 clusters
  Score: Raw -264852.324489 + Penalty 2529.547805 = -262322.776684
  nChanged 6
		SP:Iteration 16Q (128828.960000 sec): 3 clusters
  Score: Raw -264854.918231 + Penalty 2529.547805 = -262325.370426
  nChanged 6
		SP:Iteration 17Q (128829.060000 sec): 3 clusters
  Score: Raw -264859.852855 + Penalty 2529.547805 = -262330.305050
  nChanged 7
		SP:Iteration 18Q (128829.150000 sec): 3 clusters
  Score: Raw -264863.056846 + Penalty 2529.547805 = -262333.509041
  nChanged 4
		SP:Iteration 19Q (128829.250000 sec): 3 clusters
  Score: Raw -264864.201733 + Penalty 2529.547805 = -262334.653928
  nChanged 2
		SP:Iteration 20F (128829.350000 sec): 3 clusters
  Score: Raw -264864.701705 + Penalty 2529.547805 = -262335.153900
  nChanged 3
		SP:Iteration 21Q (128829.440000 sec): 3 clusters
  Score: Raw -264865.631148 + Penalty 2529.547805 = -262336.083343
  nChanged 3
		SP:Iteration 22Q (128829.540000 sec): 3 clusters
  Score: Raw -264866.515882 + Penalty 2529.547805 = -262336.968077
  nChanged 1
		SP:Iteration 23Q (128829.680000 sec): 3 clusters
  Score: Raw -264866.692227 + Penalty 2529.547805 = -262337.144422
  nChanged 1
		SP:Iteration 24Q (128829.780000 sec): 3 clusters
  Score: Raw -264867.204200 + Penalty 2529.547805 = -262337.656395
  nChanged 1
		SP:Iteration 25Q (128829.920000 sec): 3 clusters
  Score: Raw -264867.532245 + Penalty 2529.547805 = -262337.984440
  nChanged 2
		SP:Iteration 26Q (128830.010000 sec): 3 clusters
  Score: Raw -264868.496021 + Penalty 2529.547805 = -262338.948216
  nChanged 2
		SP:Iteration 27Q (128830.110000 sec): 3 clusters
  Score: Raw -264869.372004 + Penalty 2529.547805 = -262339.824198
  nChanged 3
		SP:Iteration 28Q (128830.260000 sec): 3 clusters
  Score: Raw -264871.762315 + Penalty 2529.547805 = -262342.214510
  nChanged 2
		SP:Iteration 29Q (128830.350000 sec): 3 clusters
  Score: Raw -264872.560269 + Penalty 2529.547805 = -262343.012464
  nChanged 0
		SP:Iteration 30F (128830.490000 sec): 3 clusters
  Score: Raw -264872.560269 + Penalty 2529.547805 = -262343.012464
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128830.590000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128830.730000 sec): 3 clusters
  Score: Raw -72007.781635 + Penalty 2084.906512 = -69922.875123
  nChanged 174
		SP:Iteration 1F (128830.830000 sec): 3 clusters
  Score: Raw -72417.701371 + Penalty 2084.906512 = -70332.794859
  nChanged 65
		SP:Iteration 2F (128830.970000 sec): 3 clusters
  Score: Raw -72614.176709 + Penalty 2084.906512 = -70529.270197
  nChanged 37
		SP:Iteration 3F (128831.100000 sec): 3 clusters
  Score: Raw -72693.243805 + Penalty 2084.906512 = -70608.337293
  nChanged 22
		SP:Iteration 4Q (128831.250000 sec): 3 clusters
  Score: Raw -72732.461303 + Penalty 2084.906512 = -70647.554791
  nChanged 19
		SP:Iteration 5Q (128831.350000 sec): 3 clusters
  Score: Raw -72777.653818 + Penalty 2084.906512 = -70692.747306
  nChanged 14
		SP:Iteration 6Q (128831.530000 sec): 3 clusters
  Score: Raw -72807.964970 + Penalty 2084.906512 = -70723.058459
  nChanged 5
		SP:Iteration 7Q (128831.630000 sec): 3 clusters
  Score: Raw -72819.795523 + Penalty 2084.906512 = -70734.889011
  nChanged 3
		SP:Iteration 8Q (128831.770000 sec): 3 clusters
  Score: Raw -72822.916727 + Penalty 2084.906512 = -70738.010215
  nChanged 0
		SP:Iteration 9F (128831.920000 sec): 3 clusters
  Score: Raw -72822.916727 + Penalty 2084.906512 = -70738.010215
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128832.040000 sec): 2 clusters
  Score: Raw -832418.460399 + Penalty 1442.188716 = -830976.271682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128832.250000 sec): 3 clusters
  Score: Raw -828462.651527 + Penalty 2884.377433 = -825578.274094
  nChanged 3056
		SP:Iteration 1F (128832.430000 sec): 3 clusters
  Score: Raw -830158.954126 + Penalty 2884.377433 = -827274.576693
  nChanged 468
		SP:Iteration 2F (128832.620000 sec): 3 clusters
  Score: Raw -830394.201235 + Penalty 2884.377433 = -827509.823803
  nChanged 370
		SP:Iteration 3F (128832.790000 sec): 3 clusters
  Score: Raw -830604.958716 + Penalty 2884.377433 = -827720.581283
  nChanged 385
		SP:Iteration 4F (128832.980000 sec): 3 clusters
  Score: Raw -830803.195079 + Penalty 2884.377433 = -827918.817646
  nChanged 340
		SP:Iteration 5Q (128833.180000 sec): 3 clusters
  Score: Raw -830978.202400 + Penalty 2884.377433 = -828093.824967
  nChanged 319
		SP:Iteration 6Q (128833.330000 sec): 3 clusters
  Score: Raw -831163.836457 + Penalty 2884.377433 = -828279.459024
  nChanged 313
		SP:Iteration 7Q (128833.520000 sec): 3 clusters
  Score: Raw -831340.607949 + Penalty 2884.377433 = -828456.230516
  nChanged 286
		SP:Iteration 8Q (128833.750000 sec): 3 clusters
  Score: Raw -831504.895612 + Penalty 2884.377433 = -828620.518180
  nChanged 253
		SP:Iteration 9Q (128833.970000 sec): 3 clusters
  Score: Raw -831653.851332 + Penalty 2884.377433 = -828769.473900
  nChanged 257
		SP:Iteration 10Q (128834.260000 sec): 3 clusters
  Score: Raw -831804.462413 + Penalty 2884.377433 = -828920.084980
  nChanged 203
		SP:Iteration 11Q (128834.520000 sec): 3 clusters
  Score: Raw -831920.775239 + Penalty 2884.377433 = -829036.397807
  nChanged 191
		SP:Iteration 12Q (128834.770000 sec): 3 clusters
  Score: Raw -832029.920624 + Penalty 2884.377433 = -829145.543191
  nChanged 164
		SP:Iteration 13Q (128835.000000 sec): 3 clusters
  Score: Raw -832138.918300 + Penalty 2884.377433 = -829254.540867
  nChanged 141
		SP:Iteration 14Q (128835.240000 sec): 3 clusters
  Score: Raw -832229.920324 + Penalty 2884.377433 = -829345.542891
  nChanged 114
		SP:Iteration 15Q (128835.470000 sec): 3 clusters
  Score: Raw -832313.064736 + Penalty 2884.377433 = -829428.687303
  nChanged 107
		SP:Iteration 16Q (128835.660000 sec): 3 clusters
  Score: Raw -832405.392984 + Penalty 2884.377433 = -829521.015551
  nChanged 77
		SP:Iteration 17Q (128835.800000 sec): 3 clusters
  Score: Raw -832479.384462 + Penalty 2884.377433 = -829595.007029
  nChanged 68
		SP:Iteration 18Q (128835.990000 sec): 3 clusters
  Score: Raw -832538.282425 + Penalty 2884.377433 = -829653.904992
  nChanged 51
		SP:Iteration 19Q (128836.180000 sec): 3 clusters
  Score: Raw -832576.077245 + Penalty 2884.377433 = -829691.699812
  nChanged 33
		SP:Iteration 20F (128836.390000 sec): 3 clusters
  Score: Raw -832596.229484 + Penalty 2884.377433 = -829711.852051
  nChanged 25
		SP:Iteration 21Q (128836.610000 sec): 3 clusters
  Score: Raw -832613.999603 + Penalty 2884.377433 = -829729.622170
  nChanged 22
		SP:Iteration 22Q (128836.780000 sec): 3 clusters
  Score: Raw -832631.020533 + Penalty 2884.377433 = -829746.643100
  nChanged 17
		SP:Iteration 23Q (128836.990000 sec): 3 clusters
  Score: Raw -832646.174318 + Penalty 2884.377433 = -829761.796885
  nChanged 22
		SP:Iteration 24Q (128837.210000 sec): 3 clusters
  Score: Raw -832661.708638 + Penalty 2884.377433 = -829777.331205
  nChanged 14
		SP:Iteration 25Q (128837.330000 sec): 3 clusters
  Score: Raw -832672.160416 + Penalty 2884.377433 = -829787.782983
  nChanged 12
		SP:Iteration 26Q (128837.520000 sec): 3 clusters
  Score: Raw -832678.413613 + Penalty 2884.377433 = -829794.036180
  nChanged 3
		SP:Iteration 27Q (128837.650000 sec): 3 clusters
  Score: Raw -832679.517625 + Penalty 2884.377433 = -829795.140192
  nChanged 2
		SP:Iteration 28Q (128837.860000 sec): 3 clusters
  Score: Raw -832680.078375 + Penalty 2884.377433 = -829795.700942
  nChanged 0
		SP:Iteration 29F (128838.010000 sec): 3 clusters
  Score: Raw -832680.078375 + Penalty 2884.377433 = -829795.700942
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128838.130000 sec): 2 clusters
  Score: Raw -706566.299175 + Penalty 1416.090546 = -705150.208629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128838.350000 sec): 3 clusters
  Score: Raw -703365.246662 + Penalty 2832.181092 = -700533.065570
  nChanged 2472
		SP:Iteration 1F (128838.520000 sec): 3 clusters
  Score: Raw -704680.321391 + Penalty 2832.181092 = -701848.140299
  nChanged 420
		SP:Iteration 2F (128838.690000 sec): 3 clusters
  Score: Raw -704883.025583 + Penalty 2832.181092 = -702050.844491
  nChanged 314
		SP:Iteration 3F (128838.820000 sec): 3 clusters
  Score: Raw -705041.686363 + Penalty 2832.181092 = -702209.505271
  nChanged 269
		SP:Iteration 4Q (128838.990000 sec): 3 clusters
  Score: Raw -705172.438148 + Penalty 2832.181092 = -702340.257056
  nChanged 246
		SP:Iteration 5Q (128839.160000 sec): 3 clusters
  Score: Raw -705295.525115 + Penalty 2832.181092 = -702463.344023
  nChanged 229
		SP:Iteration 6Q (128839.330000 sec): 3 clusters
  Score: Raw -705413.303282 + Penalty 2832.181092 = -702581.122190
  nChanged 217
		SP:Iteration 7Q (128839.510000 sec): 3 clusters
  Score: Raw -705532.473021 + Penalty 2832.181092 = -702700.291929
  nChanged 246
		SP:Iteration 8Q (128839.710000 sec): 3 clusters
  Score: Raw -705676.139172 + Penalty 2832.181092 = -702843.958080
  nChanged 242
		SP:Iteration 9Q (128839.840000 sec): 3 clusters
  Score: Raw -705825.202302 + Penalty 2832.181092 = -702993.021210
  nChanged 240
		SP:Iteration 10Q (128840.050000 sec): 3 clusters
  Score: Raw -705967.706849 + Penalty 2832.181092 = -703135.525756
  nChanged 240
		SP:Iteration 11Q (128840.210000 sec): 3 clusters
  Score: Raw -706122.404192 + Penalty 2832.181092 = -703290.223099
  nChanged 232
		SP:Iteration 12Q (128840.410000 sec): 3 clusters
  Score: Raw -706292.837131 + Penalty 2832.181092 = -703460.656039
  nChanged 232
		SP:Iteration 13Q (128840.560000 sec): 3 clusters
  Score: Raw -706456.799254 + Penalty 2832.181092 = -703624.618162
  nChanged 174
		SP:Iteration 14Q (128840.750000 sec): 3 clusters
  Score: Raw -706580.687984 + Penalty 2832.181092 = -703748.506892
  nChanged 140
		SP:Iteration 15Q (128840.920000 sec): 3 clusters
  Score: Raw -706671.950837 + Penalty 2832.181092 = -703839.769745
  nChanged 107
		SP:Iteration 16Q (128841.180000 sec): 3 clusters
  Score: Raw -706746.341360 + Penalty 2832.181092 = -703914.160268
  nChanged 101
		SP:Iteration 17Q (128841.370000 sec): 3 clusters
  Score: Raw -706803.268779 + Penalty 2832.181092 = -703971.087687
  nChanged 88
		SP:Iteration 18Q (128841.570000 sec): 3 clusters
  Score: Raw -706864.749142 + Penalty 2832.181092 = -704032.568050
  nChanged 94
		SP:Iteration 19Q (128841.830000 sec): 3 clusters
  Score: Raw -706922.271271 + Penalty 2832.181092 = -704090.090178
  nChanged 60
		SP:Iteration 20F (128842.020000 sec): 3 clusters
  Score: Raw -706958.996414 + Penalty 2832.181092 = -704126.815322
  nChanged 56
		SP:Iteration 21Q (128842.180000 sec): 3 clusters
  Score: Raw -706991.853722 + Penalty 2832.181092 = -704159.672630
  nChanged 47
		SP:Iteration 22Q (128842.380000 sec): 3 clusters
  Score: Raw -707012.224845 + Penalty 2832.181092 = -704180.043753
  nChanged 46
		SP:Iteration 23Q (128842.550000 sec): 3 clusters
  Score: Raw -707029.668528 + Penalty 2832.181092 = -704197.487436
  nChanged 36
		SP:Iteration 24Q (128842.740000 sec): 3 clusters
  Score: Raw -707047.275137 + Penalty 2832.181092 = -704215.094045
  nChanged 30
		SP:Iteration 25Q (128842.940000 sec): 3 clusters
  Score: Raw -707062.246413 + Penalty 2832.181092 = -704230.065321
  nChanged 24
		SP:Iteration 26Q (128843.090000 sec): 3 clusters
  Score: Raw -707073.077621 + Penalty 2832.181092 = -704240.896528
  nChanged 31
		SP:Iteration 27Q (128843.290000 sec): 3 clusters
  Score: Raw -707087.478968 + Penalty 2832.181092 = -704255.297876
  nChanged 37
		SP:Iteration 28Q (128843.490000 sec): 3 clusters
  Score: Raw -707105.098857 + Penalty 2832.181092 = -704272.917765
  nChanged 27
		SP:Iteration 29Q (128843.660000 sec): 3 clusters
  Score: Raw -707119.650631 + Penalty 2832.181092 = -704287.469539
  nChanged 25
		SP:Iteration 30Q (128843.810000 sec): 3 clusters
  Score: Raw -707141.106709 + Penalty 2832.181092 = -704308.925617
  nChanged 34
		SP:Iteration 31Q (128843.990000 sec): 3 clusters
  Score: Raw -707168.028135 + Penalty 2832.181092 = -704335.847043
  nChanged 42
		SP:Iteration 32Q (128844.150000 sec): 3 clusters
  Score: Raw -707192.314122 + Penalty 2832.181092 = -704360.133030
  nChanged 30
		SP:Iteration 33Q (128844.310000 sec): 3 clusters
  Score: Raw -707210.923245 + Penalty 2832.181092 = -704378.742153
  nChanged 21
		SP:Iteration 34Q (128844.470000 sec): 3 clusters
  Score: Raw -707223.860321 + Penalty 2832.181092 = -704391.679228
  nChanged 17
		SP:Iteration 35Q (128844.700000 sec): 3 clusters
  Score: Raw -707231.124066 + Penalty 2832.181092 = -704398.942974
  nChanged 15
		SP:Iteration 36Q (128844.840000 sec): 3 clusters
  Score: Raw -707236.469079 + Penalty 2832.181092 = -704404.287987
  nChanged 15
		SP:Iteration 37Q (128845.030000 sec): 3 clusters
  Score: Raw -707240.327669 + Penalty 2832.181092 = -704408.146577
  nChanged 6
		SP:Iteration 38Q (128845.200000 sec): 3 clusters
  Score: Raw -707241.950537 + Penalty 2832.181092 = -704409.769445
  nChanged 3
		SP:Iteration 39Q (128845.360000 sec): 3 clusters
  Score: Raw -707242.960648 + Penalty 2832.181092 = -704410.779556
  nChanged 2
		SP:Iteration 40F (128845.560000 sec): 3 clusters
  Score: Raw -707243.633443 + Penalty 2832.181092 = -704411.452351
  nChanged 1
		SP:Iteration 41Q (128845.740000 sec): 3 clusters
  Score: Raw -707243.918887 + Penalty 2832.181092 = -704411.737794
  nChanged 0
		SP:Iteration 42F (128845.890000 sec): 3 clusters
  Score: Raw -707243.918887 + Penalty 2832.181092 = -704411.737794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128846.090000 sec): 2 clusters
  Score: Raw -1839790.758955 + Penalty 1574.783404 = -1838215.975551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128846.370000 sec): 3 clusters
  Score: Raw -1830305.354863 + Penalty 3149.566808 = -1827155.788055
  nChanged 7188
		SP:Iteration 1F (128846.550000 sec): 3 clusters
  Score: Raw -1834446.230791 + Penalty 3149.566808 = -1831296.663983
  nChanged 991
		SP:Iteration 2F (128846.880000 sec): 3 clusters
  Score: Raw -1834980.245610 + Penalty 3149.566808 = -1831830.678802
  nChanged 962
		SP:Iteration 3F (128847.140000 sec): 3 clusters
  Score: Raw -1835551.148457 + Penalty 3149.566808 = -1832401.581649
  nChanged 944
		SP:Iteration 4F (128847.420000 sec): 3 clusters
  Score: Raw -1836145.659908 + Penalty 3149.566808 = -1832996.093100
  nChanged 939
		SP:Iteration 5F (128847.700000 sec): 3 clusters
  Score: Raw -1836688.222272 + Penalty 3149.566808 = -1833538.655464
  nChanged 818
		SP:Iteration 6F (128847.980000 sec): 3 clusters
  Score: Raw -1837138.691923 + Penalty 3149.566808 = -1833989.125115
  nChanged 740
		SP:Iteration 7Q (128848.210000 sec): 3 clusters
  Score: Raw -1837542.530822 + Penalty 3149.566808 = -1834392.964014
  nChanged 615
		SP:Iteration 8Q (128848.460000 sec): 3 clusters
  Score: Raw -1837869.476231 + Penalty 3149.566808 = -1834719.909423
  nChanged 554
		SP:Iteration 9Q (128848.770000 sec): 3 clusters
  Score: Raw -1838127.780922 + Penalty 3149.566808 = -1834978.214114
  nChanged 468
		SP:Iteration 10Q (128849.090000 sec): 3 clusters
  Score: Raw -1838321.171481 + Penalty 3149.566808 = -1835171.604673
  nChanged 411
		SP:Iteration 11Q (128849.390000 sec): 3 clusters
  Score: Raw -1838483.233362 + Penalty 3149.566808 = -1835333.666554
  nChanged 336
		SP:Iteration 12Q (128849.640000 sec): 3 clusters
  Score: Raw -1838594.551972 + Penalty 3149.566808 = -1835444.985164
  nChanged 251
		SP:Iteration 13Q (128849.900000 sec): 3 clusters
  Score: Raw -1838667.845833 + Penalty 3149.566808 = -1835518.279026
  nChanged 214
		SP:Iteration 14Q (128850.150000 sec): 3 clusters
  Score: Raw -1838719.701591 + Penalty 3149.566808 = -1835570.134783
  nChanged 149
		SP:Iteration 15Q (128850.450000 sec): 3 clusters
  Score: Raw -1838757.838881 + Penalty 3149.566808 = -1835608.272073
  nChanged 140
		SP:Iteration 16Q (128850.650000 sec): 3 clusters
  Score: Raw -1838789.786134 + Penalty 3149.566808 = -1835640.219326
  nChanged 137
		SP:Iteration 17Q (128850.960000 sec): 3 clusters
  Score: Raw -1838820.024101 + Penalty 3149.566808 = -1835670.457293
  nChanged 130
		SP:Iteration 18Q (128851.210000 sec): 3 clusters
  Score: Raw -1838847.748380 + Penalty 3149.566808 = -1835698.181572
  nChanged 130
		SP:Iteration 19Q (128851.490000 sec): 3 clusters
  Score: Raw -1838878.259771 + Penalty 3149.566808 = -1835728.692963
  nChanged 128
		SP:Iteration 20F (128851.730000 sec): 3 clusters
  Score: Raw -1838912.253855 + Penalty 3149.566808 = -1835762.687047
  nChanged 137
		SP:Iteration 21Q (128851.930000 sec): 3 clusters
  Score: Raw -1838948.126162 + Penalty 3149.566808 = -1835798.559354
  nChanged 133
		SP:Iteration 22Q (128852.210000 sec): 3 clusters
  Score: Raw -1838987.608787 + Penalty 3149.566808 = -1835838.041979
  nChanged 143
		SP:Iteration 23Q (128852.460000 sec): 3 clusters
  Score: Raw -1839033.919471 + Penalty 3149.566808 = -1835884.352663
  nChanged 158
		SP:Iteration 24Q (128852.710000 sec): 3 clusters
  Score: Raw -1839081.739562 + Penalty 3149.566808 = -1835932.172754
  nChanged 157
		SP:Iteration 25Q (128852.970000 sec): 3 clusters
  Score: Raw -1839130.767804 + Penalty 3149.566808 = -1835981.200996
  nChanged 159
		SP:Iteration 26Q (128853.250000 sec): 3 clusters
  Score: Raw -1839183.192653 + Penalty 3149.566808 = -1836033.625845
  nChanged 157
		SP:Iteration 27Q (128853.550000 sec): 3 clusters
  Score: Raw -1839231.264282 + Penalty 3149.566808 = -1836081.697474
  nChanged 162
		SP:Iteration 28Q (128853.730000 sec): 3 clusters
  Score: Raw -1839288.653429 + Penalty 3149.566808 = -1836139.086621
  nChanged 176
		SP:Iteration 29Q (128853.990000 sec): 3 clusters
  Score: Raw -1839345.411579 + Penalty 3149.566808 = -1836195.844771
  nChanged 147
		SP:Iteration 30Q (128854.220000 sec): 3 clusters
  Score: Raw -1839391.515180 + Penalty 3149.566808 = -1836241.948372
  nChanged 150
		SP:Iteration 31Q (128854.460000 sec): 3 clusters
  Score: Raw -1839444.104811 + Penalty 3149.566808 = -1836294.538004
  nChanged 164
		SP:Iteration 32Q (128854.690000 sec): 3 clusters
  Score: Raw -1839507.035034 + Penalty 3149.566808 = -1836357.468226
  nChanged 164
		SP:Iteration 33Q (128854.950000 sec): 3 clusters
  Score: Raw -1839574.287448 + Penalty 3149.566808 = -1836424.720640
  nChanged 152
		SP:Iteration 34Q (128855.190000 sec): 3 clusters
  Score: Raw -1839625.500244 + Penalty 3149.566808 = -1836475.933436
  nChanged 127
		SP:Iteration 35Q (128855.490000 sec): 3 clusters
  Score: Raw -1839671.920106 + Penalty 3149.566808 = -1836522.353298
  nChanged 136
		SP:Iteration 36Q (128855.700000 sec): 3 clusters
  Score: Raw -1839719.288334 + Penalty 3149.566808 = -1836569.721527
  nChanged 136
		SP:Iteration 37Q (128855.920000 sec): 3 clusters
  Score: Raw -1839771.745374 + Penalty 3149.566808 = -1836622.178566
  nChanged 137
		SP:Iteration 38Q (128856.120000 sec): 3 clusters
  Score: Raw -1839816.606458 + Penalty 3149.566808 = -1836667.039650
  nChanged 122
		SP:Iteration 39Q (128856.350000 sec): 3 clusters
  Score: Raw -1839860.604438 + Penalty 3149.566808 = -1836711.037630
  nChanged 112
		SP:Iteration 40F (128856.570000 sec): 3 clusters
  Score: Raw -1839906.267303 + Penalty 3149.566808 = -1836756.700495
  nChanged 122
		SP:Iteration 41Q (128856.760000 sec): 3 clusters
  Score: Raw -1839968.370289 + Penalty 3149.566808 = -1836818.803481
  nChanged 147
		SP:Iteration 42Q (128856.990000 sec): 3 clusters
  Score: Raw -1840034.195680 + Penalty 3149.566808 = -1836884.628872
  nChanged 124
		SP:Iteration 43Q (128857.210000 sec): 3 clusters
  Score: Raw -1840084.785177 + Penalty 3149.566808 = -1836935.218369
  nChanged 113
		SP:Iteration 44Q (128857.400000 sec): 3 clusters
  Score: Raw -1840124.761536 + Penalty 3149.566808 = -1836975.194729
  nChanged 72
		SP:Iteration 45Q (128857.620000 sec): 3 clusters
  Score: Raw -1840147.033811 + Penalty 3149.566808 = -1836997.467003
  nChanged 57
		SP:Iteration 46Q (128857.830000 sec): 3 clusters
  Score: Raw -1840161.893719 + Penalty 3149.566808 = -1837012.326911
  nChanged 55
		SP:Iteration 47Q (128858.050000 sec): 3 clusters
  Score: Raw -1840174.457896 + Penalty 3149.566808 = -1837024.891088
  nChanged 35
		SP:Iteration 48Q (128858.300000 sec): 3 clusters
  Score: Raw -1840182.827170 + Penalty 3149.566808 = -1837033.260362
  nChanged 30
		SP:Iteration 49Q (128858.520000 sec): 3 clusters
  Score: Raw -1840193.479905 + Penalty 3149.566808 = -1837043.913097
  nChanged 43
		SP:Iteration 50Q (128858.760000 sec): 3 clusters
  Score: Raw -1840208.920921 + Penalty 3149.566808 = -1837059.354113
  nChanged 51
		SP:Iteration 51Q (128859.040000 sec): 3 clusters
  Score: Raw -1840230.024831 + Penalty 3149.566808 = -1837080.458023
  nChanged 55
		SP:Iteration 52Q (128859.350000 sec): 3 clusters
  Score: Raw -1840248.117920 + Penalty 3149.566808 = -1837098.551112
  nChanged 50
		SP:Iteration 53Q (128859.560000 sec): 3 clusters
  Score: Raw -1840262.167906 + Penalty 3149.566808 = -1837112.601098
  nChanged 49
		SP:Iteration 54Q (128859.810000 sec): 3 clusters
  Score: Raw -1840272.542513 + Penalty 3149.566808 = -1837122.975705
  nChanged 25
		SP:Iteration 55Q (128860.150000 sec): 3 clusters
  Score: Raw -1840276.933538 + Penalty 3149.566808 = -1837127.366730
  nChanged 14
		SP:Iteration 56Q (128860.320000 sec): 3 clusters
  Score: Raw -1840279.196406 + Penalty 3149.566808 = -1837129.629598
  nChanged 10
		SP:Iteration 57Q (128860.530000 sec): 3 clusters
  Score: Raw -1840281.124942 + Penalty 3149.566808 = -1837131.558134
  nChanged 14
		SP:Iteration 58Q (128860.770000 sec): 3 clusters
  Score: Raw -1840283.462207 + Penalty 3149.566808 = -1837133.895399
  nChanged 14
		SP:Iteration 59Q (128860.980000 sec): 3 clusters
  Score: Raw -1840286.923493 + Penalty 3149.566808 = -1837137.356685
  nChanged 21
		SP:Iteration 60F (128861.240000 sec): 3 clusters
  Score: Raw -1840292.423938 + Penalty 3149.566808 = -1837142.857130
  nChanged 23
		SP:Iteration 61Q (128861.490000 sec): 3 clusters
  Score: Raw -1840298.158400 + Penalty 3149.566808 = -1837148.591592
  nChanged 22
		SP:Iteration 62Q (128861.770000 sec): 3 clusters
  Score: Raw -1840303.257820 + Penalty 3149.566808 = -1837153.691012
  nChanged 22
		SP:Iteration 63Q (128862.010000 sec): 3 clusters
  Score: Raw -1840307.566501 + Penalty 3149.566808 = -1837157.999693
  nChanged 18
		SP:Iteration 64Q (128862.250000 sec): 3 clusters
  Score: Raw -1840311.823339 + Penalty 3149.566808 = -1837162.256531
  nChanged 20
		SP:Iteration 65Q (128862.500000 sec): 3 clusters
  Score: Raw -1840318.112181 + Penalty 3149.566808 = -1837168.545373
  nChanged 22
		SP:Iteration 66Q (128862.790000 sec): 3 clusters
  Score: Raw -1840325.115146 + Penalty 3149.566808 = -1837175.548338
  nChanged 33
		SP:Iteration 67Q (128863.080000 sec): 3 clusters
  Score: Raw -1840336.276921 + Penalty 3149.566808 = -1837186.710113
  nChanged 28
		SP:Iteration 68Q (128863.310000 sec): 3 clusters
  Score: Raw -1840343.748422 + Penalty 3149.566808 = -1837194.181614
  nChanged 29
		SP:Iteration 69Q (128863.600000 sec): 3 clusters
  Score: Raw -1840351.737108 + Penalty 3149.566808 = -1837202.170300
  nChanged 23
		SP:Iteration 70Q (128863.820000 sec): 3 clusters
  Score: Raw -1840356.716801 + Penalty 3149.566808 = -1837207.149993
  nChanged 19
		SP:Iteration 71Q (128864.070000 sec): 3 clusters
  Score: Raw -1840361.054662 + Penalty 3149.566808 = -1837211.487854
  nChanged 15
		SP:Iteration 72Q (128864.310000 sec): 3 clusters
  Score: Raw -1840364.849370 + Penalty 3149.566808 = -1837215.282562
  nChanged 13
		SP:Iteration 73Q (128864.570000 sec): 3 clusters
  Score: Raw -1840367.653817 + Penalty 3149.566808 = -1837218.087009
  nChanged 10
		SP:Iteration 74Q (128864.820000 sec): 3 clusters
  Score: Raw -1840369.574983 + Penalty 3149.566808 = -1837220.008175
  nChanged 14
		SP:Iteration 75Q (128865.130000 sec): 3 clusters
  Score: Raw -1840372.858972 + Penalty 3149.566808 = -1837223.292164
  nChanged 17
		SP:Iteration 76Q (128865.390000 sec): 3 clusters
  Score: Raw -1840377.669223 + Penalty 3149.566808 = -1837228.102415
  nChanged 17
		SP:Iteration 77Q (128865.640000 sec): 3 clusters
  Score: Raw -1840381.430758 + Penalty 3149.566808 = -1837231.863950
  nChanged 10
		SP:Iteration 78Q (128865.920000 sec): 3 clusters
  Score: Raw -1840384.553565 + Penalty 3149.566808 = -1837234.986758
  nChanged 10
		SP:Iteration 79Q (128866.170000 sec): 3 clusters
  Score: Raw -1840386.614358 + Penalty 3149.566808 = -1837237.047551
  nChanged 10
		SP:Iteration 80F (128866.450000 sec): 3 clusters
  Score: Raw -1840389.353552 + Penalty 3149.566808 = -1837239.786744
  nChanged 14
		SP:Iteration 81Q (128866.660000 sec): 3 clusters
  Score: Raw -1840393.316317 + Penalty 3149.566808 = -1837243.749509
  nChanged 10
		SP:Iteration 82Q (128866.930000 sec): 3 clusters
  Score: Raw -1840395.185241 + Penalty 3149.566808 = -1837245.618433
  nChanged 9
		SP:Iteration 83Q (128867.140000 sec): 3 clusters
  Score: Raw -1840396.809055 + Penalty 3149.566808 = -1837247.242247
  nChanged 8
		SP:Iteration 84Q (128867.450000 sec): 3 clusters
  Score: Raw -1840398.624335 + Penalty 3149.566808 = -1837249.057527
  nChanged 9
		SP:Iteration 85Q (128867.690000 sec): 3 clusters
  Score: Raw -1840400.785969 + Penalty 3149.566808 = -1837251.219161
  nChanged 8
		SP:Iteration 86Q (128867.940000 sec): 3 clusters
  Score: Raw -1840402.350693 + Penalty 3149.566808 = -1837252.783885
  nChanged 6
		SP:Iteration 87Q (128868.180000 sec): 3 clusters
  Score: Raw -1840403.046159 + Penalty 3149.566808 = -1837253.479351
  nChanged 2
		SP:Iteration 88Q (128868.410000 sec): 3 clusters
  Score: Raw -1840403.512477 + Penalty 3149.566808 = -1837253.945669
  nChanged 1
		SP:Iteration 89Q (128868.670000 sec): 3 clusters
  Score: Raw -1840403.692367 + Penalty 3149.566808 = -1837254.125559
  nChanged 1
		SP:Iteration 90Q (128868.890000 sec): 3 clusters
  Score: Raw -1840403.904327 + Penalty 3149.566808 = -1837254.337519
  nChanged 3
		SP:Iteration 91Q (128869.120000 sec): 3 clusters
  Score: Raw -1840404.257614 + Penalty 3149.566808 = -1837254.690806
  nChanged 3
		SP:Iteration 92Q (128869.330000 sec): 3 clusters
  Score: Raw -1840404.663611 + Penalty 3149.566808 = -1837255.096803
  nChanged 3
		SP:Iteration 93Q (128869.570000 sec): 3 clusters
  Score: Raw -1840405.013071 + Penalty 3149.566808 = -1837255.446264
  nChanged 1
		SP:Iteration 94Q (128869.850000 sec): 3 clusters
  Score: Raw -1840405.090105 + Penalty 3149.566808 = -1837255.523297
  nChanged 1
		SP:Iteration 95Q (128870.150000 sec): 3 clusters
  Score: Raw -1840405.647524 + Penalty 3149.566808 = -1837256.080716
  nChanged 2
		SP:Iteration 96Q (128870.450000 sec): 3 clusters
  Score: Raw -1840406.081510 + Penalty 3149.566808 = -1837256.514702
  nChanged 3
		SP:Iteration 97Q (128870.680000 sec): 3 clusters
  Score: Raw -1840406.383317 + Penalty 3149.566808 = -1837256.816509
  nChanged 0
		SP:Iteration 98F (128870.980000 sec): 3 clusters
  Score: Raw -1840406.383317 + Penalty 3149.566808 = -1837256.816509
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128871.170000 sec): 2 clusters
  Score: Raw -2376714.332130 + Penalty 1614.443134 = -2375099.888996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128871.490000 sec): 3 clusters
  Score: Raw -2364370.527840 + Penalty 3228.886267 = -2361141.641573
  nChanged 9333
		SP:Iteration 1F (128871.740000 sec): 3 clusters
  Score: Raw -2369701.320398 + Penalty 3228.886267 = -2366472.434131
  nChanged 1236
		SP:Iteration 2F (128872.010000 sec): 3 clusters
  Score: Raw -2370209.973173 + Penalty 3228.886267 = -2366981.086906
  nChanged 1085
		SP:Iteration 3F (128872.290000 sec): 3 clusters
  Score: Raw -2370665.674187 + Penalty 3228.886267 = -2367436.787920
  nChanged 1012
		SP:Iteration 4Q (128872.620000 sec): 3 clusters
  Score: Raw -2371150.820838 + Penalty 3228.886267 = -2367921.934571
  nChanged 1028
		SP:Iteration 5Q (128872.950000 sec): 3 clusters
  Score: Raw -2371689.784708 + Penalty 3228.886267 = -2368460.898441
  nChanged 1047
		SP:Iteration 6F (128873.240000 sec): 3 clusters
  Score: Raw -2372314.427917 + Penalty 3228.886267 = -2369085.541650
  nChanged 1085
		SP:Iteration 7F (128873.570000 sec): 3 clusters
  Score: Raw -2373025.347533 + Penalty 3228.886267 = -2369796.461266
  nChanged 1061
		SP:Iteration 8F (128873.820000 sec): 3 clusters
  Score: Raw -2373763.405319 + Penalty 3228.886267 = -2370534.519052
  nChanged 981
		SP:Iteration 9Q (128874.110000 sec): 3 clusters
  Score: Raw -2374477.976420 + Penalty 3228.886267 = -2371249.090152
  nChanged 815
		SP:Iteration 10Q (128874.440000 sec): 3 clusters
  Score: Raw -2375081.894444 + Penalty 3228.886267 = -2371853.008177
  nChanged 625
		SP:Iteration 11Q (128874.710000 sec): 3 clusters
  Score: Raw -2375529.674012 + Penalty 3228.886267 = -2372300.787745
  nChanged 468
		SP:Iteration 12Q (128875.080000 sec): 3 clusters
  Score: Raw -2375881.493261 + Penalty 3228.886267 = -2372652.606994
  nChanged 375
		SP:Iteration 13Q (128875.320000 sec): 3 clusters
  Score: Raw -2376149.195324 + Penalty 3228.886267 = -2372920.309057
  nChanged 279
		SP:Iteration 14Q (128875.690000 sec): 3 clusters
  Score: Raw -2376358.545479 + Penalty 3228.886267 = -2373129.659212
  nChanged 201
		SP:Iteration 15Q (128875.950000 sec): 3 clusters
  Score: Raw -2376522.054181 + Penalty 3228.886267 = -2373293.167914
  nChanged 160
		SP:Iteration 16Q (128876.230000 sec): 3 clusters
  Score: Raw -2376659.301642 + Penalty 3228.886267 = -2373430.415375
  nChanged 127
		SP:Iteration 17Q (128876.560000 sec): 3 clusters
  Score: Raw -2376773.008069 + Penalty 3228.886267 = -2373544.121802
  nChanged 114
		SP:Iteration 18Q (128876.780000 sec): 3 clusters
  Score: Raw -2376869.181537 + Penalty 3228.886267 = -2373640.295270
  nChanged 121
		SP:Iteration 19Q (128877.080000 sec): 3 clusters
  Score: Raw -2376941.406660 + Penalty 3228.886267 = -2373712.520393
  nChanged 113
		SP:Iteration 20F (128877.340000 sec): 3 clusters
  Score: Raw -2376999.862391 + Penalty 3228.886267 = -2373770.976124
  nChanged 93
		SP:Iteration 21Q (128877.580000 sec): 3 clusters
  Score: Raw -2377043.819716 + Penalty 3228.886267 = -2373814.933449
  nChanged 63
		SP:Iteration 22Q (128877.900000 sec): 3 clusters
  Score: Raw -2377069.316030 + Penalty 3228.886267 = -2373840.429763
  nChanged 45
		SP:Iteration 23Q (128878.200000 sec): 3 clusters
  Score: Raw -2377085.770359 + Penalty 3228.886267 = -2373856.884091
  nChanged 38
		SP:Iteration 24Q (128878.480000 sec): 3 clusters
  Score: Raw -2377102.233672 + Penalty 3228.886267 = -2373873.347405
  nChanged 39
		SP:Iteration 25Q (128878.730000 sec): 3 clusters
  Score: Raw -2377119.572813 + Penalty 3228.886267 = -2373890.686546
  nChanged 39
		SP:Iteration 26Q (128879.020000 sec): 3 clusters
  Score: Raw -2377134.115872 + Penalty 3228.886267 = -2373905.229605
  nChanged 30
		SP:Iteration 27Q (128879.320000 sec): 3 clusters
  Score: Raw -2377145.496522 + Penalty 3228.886267 = -2373916.610255
  nChanged 42
		SP:Iteration 28Q (128879.550000 sec): 3 clusters
  Score: Raw -2377165.752837 + Penalty 3228.886267 = -2373936.866570
  nChanged 55
		SP:Iteration 29Q (128879.810000 sec): 3 clusters
  Score: Raw -2377200.267362 + Penalty 3228.886267 = -2373971.381095
  nChanged 58
		SP:Iteration 30Q (128880.120000 sec): 3 clusters
  Score: Raw -2377236.261369 + Penalty 3228.886267 = -2374007.375102
  nChanged 48
		SP:Iteration 31Q (128880.370000 sec): 3 clusters
  Score: Raw -2377274.590770 + Penalty 3228.886267 = -2374045.704503
  nChanged 56
		SP:Iteration 32Q (128880.700000 sec): 3 clusters
  Score: Raw -2377313.098918 + Penalty 3228.886267 = -2374084.212651
  nChanged 53
		SP:Iteration 33Q (128881.010000 sec): 3 clusters
  Score: Raw -2377344.039867 + Penalty 3228.886267 = -2374115.153599
  nChanged 41
		SP:Iteration 34Q (128881.290000 sec): 3 clusters
  Score: Raw -2377366.475275 + Penalty 3228.886267 = -2374137.589008
  nChanged 47
		SP:Iteration 35Q (128881.620000 sec): 3 clusters
  Score: Raw -2377392.420022 + Penalty 3228.886267 = -2374163.533755
  nChanged 35
		SP:Iteration 36Q (128881.960000 sec): 3 clusters
  Score: Raw -2377410.221083 + Penalty 3228.886267 = -2374181.334816
  nChanged 32
		SP:Iteration 37Q (128882.270000 sec): 3 clusters
  Score: Raw -2377427.072497 + Penalty 3228.886267 = -2374198.186230
  nChanged 33
		SP:Iteration 38Q (128882.580000 sec): 3 clusters
  Score: Raw -2377439.259016 + Penalty 3228.886267 = -2374210.372749
  nChanged 26
		SP:Iteration 39Q (128882.880000 sec): 3 clusters
  Score: Raw -2377452.899926 + Penalty 3228.886267 = -2374224.013659
  nChanged 27
		SP:Iteration 40F (128883.280000 sec): 3 clusters
  Score: Raw -2377462.517507 + Penalty 3228.886267 = -2374233.631240
  nChanged 23
		SP:Iteration 41Q (128883.670000 sec): 3 clusters
  Score: Raw -2377470.120508 + Penalty 3228.886267 = -2374241.234241
  nChanged 17
		SP:Iteration 42Q (128883.970000 sec): 3 clusters
  Score: Raw -2377476.147508 + Penalty 3228.886267 = -2374247.261241
  nChanged 13
		SP:Iteration 43Q (128884.250000 sec): 3 clusters
  Score: Raw -2377480.207352 + Penalty 3228.886267 = -2374251.321084
  nChanged 9
		SP:Iteration 44Q (128884.590000 sec): 3 clusters
  Score: Raw -2377482.162196 + Penalty 3228.886267 = -2374253.275929
  nChanged 8
		SP:Iteration 45Q (128884.850000 sec): 3 clusters
  Score: Raw -2377484.484333 + Penalty 3228.886267 = -2374255.598065
  nChanged 10
		SP:Iteration 46Q (128885.140000 sec): 3 clusters
  Score: Raw -2377487.207234 + Penalty 3228.886267 = -2374258.320967
  nChanged 10
		SP:Iteration 47Q (128885.450000 sec): 3 clusters
  Score: Raw -2377491.280357 + Penalty 3228.886267 = -2374262.394090
  nChanged 11
		SP:Iteration 48Q (128885.710000 sec): 3 clusters
  Score: Raw -2377494.834518 + Penalty 3228.886267 = -2374265.948250
  nChanged 7
		SP:Iteration 49Q (128886.000000 sec): 3 clusters
  Score: Raw -2377496.598183 + Penalty 3228.886267 = -2374267.711916
  nChanged 5
		SP:Iteration 50Q (128886.340000 sec): 3 clusters
  Score: Raw -2377497.899805 + Penalty 3228.886267 = -2374269.013538
  nChanged 8
		SP:Iteration 51Q (128886.710000 sec): 3 clusters
  Score: Raw -2377499.687974 + Penalty 3228.886267 = -2374270.801707
  nChanged 5
		SP:Iteration 52Q (128887.090000 sec): 3 clusters
  Score: Raw -2377500.658173 + Penalty 3228.886267 = -2374271.771906
  nChanged 4
		SP:Iteration 53Q (128887.410000 sec): 3 clusters
  Score: Raw -2377501.462089 + Penalty 3228.886267 = -2374272.575821
  nChanged 1
		SP:Iteration 54Q (128887.770000 sec): 3 clusters
  Score: Raw -2377501.744360 + Penalty 3228.886267 = -2374272.858093
  nChanged 2
		SP:Iteration 55Q (128888.040000 sec): 3 clusters
  Score: Raw -2377502.465203 + Penalty 3228.886267 = -2374273.578936
  nChanged 4
		SP:Iteration 56Q (128888.370000 sec): 3 clusters
  Score: Raw -2377503.634157 + Penalty 3228.886267 = -2374274.747890
  nChanged 5
		SP:Iteration 57Q (128888.660000 sec): 3 clusters
  Score: Raw -2377505.053312 + Penalty 3228.886267 = -2374276.167045
  nChanged 4
		SP:Iteration 58Q (128889.010000 sec): 3 clusters
  Score: Raw -2377506.367168 + Penalty 3228.886267 = -2374277.480901
  nChanged 4
		SP:Iteration 59Q (128889.260000 sec): 3 clusters
  Score: Raw -2377507.800846 + Penalty 3228.886267 = -2374278.914579
  nChanged 2
		SP:Iteration 60F (128889.560000 sec): 3 clusters
  Score: Raw -2377508.932388 + Penalty 3228.886267 = -2374280.046120
  nChanged 4
		SP:Iteration 61Q (128889.840000 sec): 3 clusters
  Score: Raw -2377510.461165 + Penalty 3228.886267 = -2374281.574898
  nChanged 4
		SP:Iteration 62Q (128890.110000 sec): 3 clusters
  Score: Raw -2377511.564382 + Penalty 3228.886267 = -2374282.678115
  nChanged 4
		SP:Iteration 63Q (128890.360000 sec): 3 clusters
  Score: Raw -2377512.487013 + Penalty 3228.886267 = -2374283.600746
  nChanged 2
		SP:Iteration 64Q (128890.710000 sec): 3 clusters
  Score: Raw -2377512.893834 + Penalty 3228.886267 = -2374284.007567
  nChanged 1
		SP:Iteration 65Q (128891.020000 sec): 3 clusters
  Score: Raw -2377513.051741 + Penalty 3228.886267 = -2374284.165474
  nChanged 2
		SP:Iteration 66Q (128891.320000 sec): 3 clusters
  Score: Raw -2377513.394673 + Penalty 3228.886267 = -2374284.508406
  nChanged 0
		SP:Iteration 67F (128891.660000 sec): 3 clusters
  Score: Raw -2377513.394673 + Penalty 3228.886267 = -2374284.508406
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128891.970000 sec): 2 clusters
  Score: Raw -3987425.492290 + Penalty 1689.124181 = -3985736.368109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128892.400000 sec): 3 clusters
  Score: Raw -3967308.014655 + Penalty 3378.248362 = -3963929.766293
  nChanged 15081
		SP:Iteration 1F (128892.720000 sec): 3 clusters
  Score: Raw -3975776.591891 + Penalty 3378.248362 = -3972398.343529
  nChanged 1546
		SP:Iteration 2Q (128893.080000 sec): 3 clusters
  Score: Raw -3976310.298316 + Penalty 3378.248362 = -3972932.049954
  nChanged 1608
		SP:Iteration 3Q (128893.450000 sec): 3 clusters
  Score: Raw -3976925.630538 + Penalty 3378.248362 = -3973547.382176
  nChanged 1696
		SP:Iteration 4F (128893.850000 sec): 3 clusters
  Score: Raw -3977659.976413 + Penalty 3378.248362 = -3974281.728051
  nChanged 1829
		SP:Iteration 5F (128894.300000 sec): 3 clusters
  Score: Raw -3978556.078552 + Penalty 3378.248362 = -3975177.830190
  nChanged 1876
		SP:Iteration 6F (128894.690000 sec): 3 clusters
  Score: Raw -3979583.354708 + Penalty 3378.248362 = -3976205.106346
  nChanged 1884
		SP:Iteration 7F (128895.070000 sec): 3 clusters
  Score: Raw -3980734.100365 + Penalty 3378.248362 = -3977355.852003
  nChanged 1786
		SP:Iteration 8F (128895.470000 sec): 3 clusters
  Score: Raw -3982041.145713 + Penalty 3378.248362 = -3978662.897351
  nChanged 1737
		SP:Iteration 9F (128895.810000 sec): 3 clusters
  Score: Raw -3983542.908792 + Penalty 3378.248362 = -3980164.660430
  nChanged 1522
		SP:Iteration 10Q (128896.250000 sec): 3 clusters
  Score: Raw -3985062.700959 + Penalty 3378.248362 = -3981684.452597
  nChanged 1135
		SP:Iteration 11Q (128896.620000 sec): 3 clusters
  Score: Raw -3986107.542751 + Penalty 3378.248362 = -3982729.294389
  nChanged 765
		SP:Iteration 12Q (128897.010000 sec): 3 clusters
  Score: Raw -3986653.680251 + Penalty 3378.248362 = -3983275.431889
  nChanged 495
		SP:Iteration 13Q (128897.380000 sec): 3 clusters
  Score: Raw -3986943.176355 + Penalty 3378.248362 = -3983564.927994
  nChanged 342
		SP:Iteration 14Q (128897.810000 sec): 3 clusters
  Score: Raw -3987126.592439 + Penalty 3378.248362 = -3983748.344077
  nChanged 270
		SP:Iteration 15Q (128898.160000 sec): 3 clusters
  Score: Raw -3987262.541747 + Penalty 3378.248362 = -3983884.293386
  nChanged 263
		SP:Iteration 16Q (128898.500000 sec): 3 clusters
  Score: Raw -3987393.271802 + Penalty 3378.248362 = -3984015.023440
  nChanged 236
		SP:Iteration 17Q (128898.860000 sec): 3 clusters
  Score: Raw -3987511.193465 + Penalty 3378.248362 = -3984132.945103
  nChanged 206
		SP:Iteration 18Q (128899.220000 sec): 3 clusters
  Score: Raw -3987609.295229 + Penalty 3378.248362 = -3984231.046867
  nChanged 161
		SP:Iteration 19Q (128899.510000 sec): 3 clusters
  Score: Raw -3987676.985350 + Penalty 3378.248362 = -3984298.736988
  nChanged 132
		SP:Iteration 20F (128899.910000 sec): 3 clusters
  Score: Raw -3987723.390599 + Penalty 3378.248362 = -3984345.142238
  nChanged 106
		SP:Iteration 21Q (128900.290000 sec): 3 clusters
  Score: Raw -3987757.153599 + Penalty 3378.248362 = -3984378.905237
  nChanged 91
		SP:Iteration 22Q (128900.650000 sec): 3 clusters
  Score: Raw -3987784.742706 + Penalty 3378.248362 = -3984406.494344
  nChanged 80
		SP:Iteration 23Q (128900.980000 sec): 3 clusters
  Score: Raw -3987808.288287 + Penalty 3378.248362 = -3984430.039926
  nChanged 59
		SP:Iteration 24Q (128901.340000 sec): 3 clusters
  Score: Raw -3987825.817703 + Penalty 3378.248362 = -3984447.569341
  nChanged 57
		SP:Iteration 25Q (128901.690000 sec): 3 clusters
  Score: Raw -3987845.914653 + Penalty 3378.248362 = -3984467.666291
  nChanged 67
		SP:Iteration 26Q (128902.100000 sec): 3 clusters
  Score: Raw -3987864.842743 + Penalty 3378.248362 = -3984486.594382
  nChanged 43
		SP:Iteration 27Q (128902.450000 sec): 3 clusters
  Score: Raw -3987874.566354 + Penalty 3378.248362 = -3984496.317992
  nChanged 35
		SP:Iteration 28Q (128902.760000 sec): 3 clusters
  Score: Raw -3987882.304928 + Penalty 3378.248362 = -3984504.056567
  nChanged 29
		SP:Iteration 29Q (128903.120000 sec): 3 clusters
  Score: Raw -3987887.629931 + Penalty 3378.248362 = -3984509.381570
  nChanged 17
		SP:Iteration 30Q (128903.420000 sec): 3 clusters
  Score: Raw -3987889.948856 + Penalty 3378.248362 = -3984511.700495
  nChanged 11
		SP:Iteration 31Q (128903.730000 sec): 3 clusters
  Score: Raw -3987892.384743 + Penalty 3378.248362 = -3984514.136381
  nChanged 13
		SP:Iteration 32Q (128904.050000 sec): 3 clusters
  Score: Raw -3987894.293261 + Penalty 3378.248362 = -3984516.044900
  nChanged 13
		SP:Iteration 33Q (128904.380000 sec): 3 clusters
  Score: Raw -3987896.308677 + Penalty 3378.248362 = -3984518.060315
  nChanged 13
		SP:Iteration 34Q (128904.710000 sec): 3 clusters
  Score: Raw -3987898.347137 + Penalty 3378.248362 = -3984520.098775
  nChanged 8
		SP:Iteration 35Q (128905.110000 sec): 3 clusters
  Score: Raw -3987899.357195 + Penalty 3378.248362 = -3984521.108833
  nChanged 3
		SP:Iteration 36Q (128905.460000 sec): 3 clusters
  Score: Raw -3987899.985922 + Penalty 3378.248362 = -3984521.737560
  nChanged 3
		SP:Iteration 37Q (128905.770000 sec): 3 clusters
  Score: Raw -3987900.329999 + Penalty 3378.248362 = -3984522.081637
  nChanged 2
		SP:Iteration 38Q (128906.120000 sec): 3 clusters
  Score: Raw -3987900.629934 + Penalty 3378.248362 = -3984522.381572
  nChanged 4
		SP:Iteration 39Q (128906.490000 sec): 3 clusters
  Score: Raw -3987901.258834 + Penalty 3378.248362 = -3984523.010472
  nChanged 5
		SP:Iteration 40F (128906.840000 sec): 3 clusters
  Score: Raw -3987901.868367 + Penalty 3378.248362 = -3984523.620005
  nChanged 7
		SP:Iteration 41Q (128907.210000 sec): 3 clusters
  Score: Raw -3987902.794016 + Penalty 3378.248362 = -3984524.545655
  nChanged 3
		SP:Iteration 42Q (128907.600000 sec): 3 clusters
  Score: Raw -3987903.002308 + Penalty 3378.248362 = -3984524.753946
  nChanged 0
		SP:Iteration 43F (128907.900000 sec): 3 clusters
  Score: Raw -3987903.002308 + Penalty 3378.248362 = -3984524.753946
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128908.050000 sec): 2 clusters
  Score: Raw -119372.873278 + Penalty 1121.205005 = -118251.668273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128908.180000 sec): 3 clusters
  Score: Raw -119077.736726 + Penalty 2242.410010 = -116835.326717
  nChanged 310
		SP:Iteration 1F (128908.350000 sec): 3 clusters
  Score: Raw -119362.585725 + Penalty 2242.410010 = -117120.175715
  nChanged 93
		SP:Iteration 2F (128908.480000 sec): 3 clusters
  Score: Raw -119518.068158 + Penalty 2242.410010 = -117275.658148
  nChanged 74
		SP:Iteration 3F (128908.620000 sec): 3 clusters
  Score: Raw -119703.747965 + Penalty 2242.410010 = -117461.337955
  nChanged 55
		SP:Iteration 4F (128908.780000 sec): 3 clusters
  Score: Raw -119898.680241 + Penalty 2242.410010 = -117656.270231
  nChanged 44
		SP:Iteration 5Q (128908.880000 sec): 3 clusters
  Score: Raw -120010.306625 + Penalty 2242.410010 = -117767.896615
  nChanged 28
		SP:Iteration 6Q (128909.070000 sec): 3 clusters
  Score: Raw -120059.056471 + Penalty 2242.410010 = -117816.646461
  nChanged 26
		SP:Iteration 7Q (128909.160000 sec): 3 clusters
  Score: Raw -120090.079358 + Penalty 2242.410010 = -117847.669348
  nChanged 16
		SP:Iteration 8Q (128909.300000 sec): 3 clusters
  Score: Raw -120103.604528 + Penalty 2242.410010 = -117861.194518
  nChanged 10
		SP:Iteration 9Q (128909.410000 sec): 3 clusters
  Score: Raw -120111.583954 + Penalty 2242.410010 = -117869.173944
  nChanged 4
		SP:Iteration 10Q (128909.500000 sec): 3 clusters
  Score: Raw -120115.040700 + Penalty 2242.410010 = -117872.630690
  nChanged 1
		SP:Iteration 11Q (128909.650000 sec): 3 clusters
  Score: Raw -120116.169552 + Penalty 2242.410010 = -117873.759542
  nChanged 1
		SP:Iteration 12Q (128909.730000 sec): 3 clusters
  Score: Raw -120117.053892 + Penalty 2242.410010 = -117874.643882
  nChanged 1
		SP:Iteration 13Q (128909.880000 sec): 3 clusters
  Score: Raw -120117.486357 + Penalty 2242.410010 = -117875.076347
  nChanged 0
		SP:Iteration 14F (128909.980000 sec): 3 clusters
  Score: Raw -120117.486357 + Penalty 2242.410010 = -117875.076347
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128910.110000 sec): 2 clusters
  Score: Raw -677615.081919 + Penalty 1394.643084 = -676220.438835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128910.310000 sec): 3 clusters
  Score: Raw -674796.192024 + Penalty 2789.286167 = -672006.905857
  nChanged 2168
		SP:Iteration 1F (128910.490000 sec): 3 clusters
  Score: Raw -675935.302733 + Penalty 2789.286167 = -673146.016566
  nChanged 365
		SP:Iteration 2F (128910.660000 sec): 3 clusters
  Score: Raw -676101.156012 + Penalty 2789.286167 = -673311.869844
  nChanged 231
		SP:Iteration 3Q (128910.850000 sec): 3 clusters
  Score: Raw -676191.265746 + Penalty 2789.286167 = -673401.979578
  nChanged 181
		SP:Iteration 4Q (128911.040000 sec): 3 clusters
  Score: Raw -676255.790748 + Penalty 2789.286167 = -673466.504580
  nChanged 140
		SP:Iteration 5Q (128911.210000 sec): 3 clusters
  Score: Raw -676299.506507 + Penalty 2789.286167 = -673510.220340
  nChanged 113
		SP:Iteration 6Q (128911.360000 sec): 3 clusters
  Score: Raw -676332.658937 + Penalty 2789.286167 = -673543.372770
  nChanged 95
		SP:Iteration 7Q (128911.560000 sec): 3 clusters
  Score: Raw -676363.790534 + Penalty 2789.286167 = -673574.504366
  nChanged 96
		SP:Iteration 8Q (128911.720000 sec): 3 clusters
  Score: Raw -676396.391905 + Penalty 2789.286167 = -673607.105738
  nChanged 87
		SP:Iteration 9Q (128911.960000 sec): 3 clusters
  Score: Raw -676420.559525 + Penalty 2789.286167 = -673631.273358
  nChanged 74
		SP:Iteration 10Q (128912.120000 sec): 3 clusters
  Score: Raw -676443.835019 + Penalty 2789.286167 = -673654.548852
  nChanged 74
		SP:Iteration 11Q (128912.300000 sec): 3 clusters
  Score: Raw -676466.286758 + Penalty 2789.286167 = -673677.000591
  nChanged 65
		SP:Iteration 12Q (128912.500000 sec): 3 clusters
  Score: Raw -676487.693046 + Penalty 2789.286167 = -673698.406879
  nChanged 75
		SP:Iteration 13Q (128912.670000 sec): 3 clusters
  Score: Raw -676510.206588 + Penalty 2789.286167 = -673720.920421
  nChanged 89
		SP:Iteration 14Q (128912.840000 sec): 3 clusters
  Score: Raw -676543.193414 + Penalty 2789.286167 = -673753.907246
  nChanged 101
		SP:Iteration 15Q (128913.030000 sec): 3 clusters
  Score: Raw -676579.184873 + Penalty 2789.286167 = -673789.898706
  nChanged 86
		SP:Iteration 16Q (128913.210000 sec): 3 clusters
  Score: Raw -676607.400484 + Penalty 2789.286167 = -673818.114317
  nChanged 84
		SP:Iteration 17Q (128913.390000 sec): 3 clusters
  Score: Raw -676643.507917 + Penalty 2789.286167 = -673854.221750
  nChanged 85
		SP:Iteration 18Q (128913.540000 sec): 3 clusters
  Score: Raw -676679.322487 + Penalty 2789.286167 = -673890.036319
  nChanged 83
		SP:Iteration 19Q (128913.720000 sec): 3 clusters
  Score: Raw -676711.288915 + Penalty 2789.286167 = -673922.002747
  nChanged 87
		SP:Iteration 20F (128913.850000 sec): 3 clusters
  Score: Raw -676752.116165 + Penalty 2789.286167 = -673962.829997
  nChanged 96
		SP:Iteration 21Q (128913.990000 sec): 3 clusters
  Score: Raw -676790.464991 + Penalty 2789.286167 = -674001.178823
  nChanged 86
		SP:Iteration 22Q (128914.140000 sec): 3 clusters
  Score: Raw -676826.744733 + Penalty 2789.286167 = -674037.458566
  nChanged 75
		SP:Iteration 23Q (128914.330000 sec): 3 clusters
  Score: Raw -676861.488154 + Penalty 2789.286167 = -674072.201986
  nChanged 91
		SP:Iteration 24Q (128914.510000 sec): 3 clusters
  Score: Raw -676904.384548 + Penalty 2789.286167 = -674115.098381
  nChanged 92
		SP:Iteration 25Q (128914.710000 sec): 3 clusters
  Score: Raw -676955.166840 + Penalty 2789.286167 = -674165.880673
  nChanged 102
		SP:Iteration 26Q (128914.870000 sec): 3 clusters
  Score: Raw -677016.007728 + Penalty 2789.286167 = -674226.721561
  nChanged 90
		SP:Iteration 27Q (128915.050000 sec): 3 clusters
  Score: Raw -677067.438890 + Penalty 2789.286167 = -674278.152722
  nChanged 97
		SP:Iteration 28Q (128915.250000 sec): 3 clusters
  Score: Raw -677126.046220 + Penalty 2789.286167 = -674336.760053
  nChanged 87
		SP:Iteration 29Q (128915.410000 sec): 3 clusters
  Score: Raw -677176.558789 + Penalty 2789.286167 = -674387.272622
  nChanged 91
		SP:Iteration 30Q (128915.590000 sec): 3 clusters
  Score: Raw -677226.847931 + Penalty 2789.286167 = -674437.561764
  nChanged 77
		SP:Iteration 31Q (128915.780000 sec): 3 clusters
  Score: Raw -677264.419441 + Penalty 2789.286167 = -674475.133274
  nChanged 58
		SP:Iteration 32Q (128915.910000 sec): 3 clusters
  Score: Raw -677292.745222 + Penalty 2789.286167 = -674503.459054
  nChanged 50
		SP:Iteration 33Q (128916.100000 sec): 3 clusters
  Score: Raw -677311.429051 + Penalty 2789.286167 = -674522.142884
  nChanged 35
		SP:Iteration 34Q (128916.310000 sec): 3 clusters
  Score: Raw -677325.418266 + Penalty 2789.286167 = -674536.132099
  nChanged 24
		SP:Iteration 35Q (128916.480000 sec): 3 clusters
  Score: Raw -677334.274762 + Penalty 2789.286167 = -674544.988595
  nChanged 20
		SP:Iteration 36Q (128916.650000 sec): 3 clusters
  Score: Raw -677340.866601 + Penalty 2789.286167 = -674551.580433
  nChanged 21
		SP:Iteration 37Q (128916.830000 sec): 3 clusters
  Score: Raw -677347.583399 + Penalty 2789.286167 = -674558.297232
  nChanged 23
		SP:Iteration 38Q (128917.000000 sec): 3 clusters
  Score: Raw -677354.507591 + Penalty 2789.286167 = -674565.221424
  nChanged 17
		SP:Iteration 39Q (128917.170000 sec): 3 clusters
  Score: Raw -677360.453271 + Penalty 2789.286167 = -674571.167103
  nChanged 15
		SP:Iteration 40F (128917.340000 sec): 3 clusters
  Score: Raw -677364.393538 + Penalty 2789.286167 = -674575.107370
  nChanged 8
		SP:Iteration 41Q (128917.550000 sec): 3 clusters
  Score: Raw -677366.715281 + Penalty 2789.286167 = -674577.429114
  nChanged 10
		SP:Iteration 42Q (128917.730000 sec): 3 clusters
  Score: Raw -677369.515487 + Penalty 2789.286167 = -674580.229320
  nChanged 5
		SP:Iteration 43Q (128917.900000 sec): 3 clusters
  Score: Raw -677370.685776 + Penalty 2789.286167 = -674581.399609
  nChanged 8
		SP:Iteration 44Q (128918.070000 sec): 3 clusters
  Score: Raw -677372.768458 + Penalty 2789.286167 = -674583.482291
  nChanged 7
		SP:Iteration 45Q (128918.240000 sec): 3 clusters
  Score: Raw -677375.225586 + Penalty 2789.286167 = -674585.939419
  nChanged 9
		SP:Iteration 46Q (128918.410000 sec): 3 clusters
  Score: Raw -677378.200057 + Penalty 2789.286167 = -674588.913890
  nChanged 7
		SP:Iteration 47Q (128918.590000 sec): 3 clusters
  Score: Raw -677380.067024 + Penalty 2789.286167 = -674590.780857
  nChanged 10
		SP:Iteration 48Q (128918.760000 sec): 3 clusters
  Score: Raw -677381.884897 + Penalty 2789.286167 = -674592.598729
  nChanged 2
		SP:Iteration 49Q (128918.930000 sec): 3 clusters
  Score: Raw -677382.512064 + Penalty 2789.286167 = -674593.225896
  nChanged 4
		SP:Iteration 50Q (128919.110000 sec): 3 clusters
  Score: Raw -677383.310200 + Penalty 2789.286167 = -674594.024032
  nChanged 2
		SP:Iteration 51Q (128919.280000 sec): 3 clusters
  Score: Raw -677383.935485 + Penalty 2789.286167 = -674594.649317
  nChanged 1
		SP:Iteration 52Q (128919.450000 sec): 3 clusters
  Score: Raw -677384.297091 + Penalty 2789.286167 = -674595.010924
  nChanged 3
		SP:Iteration 53Q (128919.620000 sec): 3 clusters
  Score: Raw -677385.318305 + Penalty 2789.286167 = -674596.032137
  nChanged 5
		SP:Iteration 54Q (128919.790000 sec): 3 clusters
  Score: Raw -677387.096555 + Penalty 2789.286167 = -674597.810388
  nChanged 8
		SP:Iteration 55Q (128919.970000 sec): 3 clusters
  Score: Raw -677390.284865 + Penalty 2789.286167 = -674600.998698
  nChanged 7
		SP:Iteration 56Q (128920.140000 sec): 3 clusters
  Score: Raw -677392.889774 + Penalty 2789.286167 = -674603.603607
  nChanged 5
		SP:Iteration 57Q (128920.310000 sec): 3 clusters
  Score: Raw -677394.198669 + Penalty 2789.286167 = -674604.912502
  nChanged 6
		SP:Iteration 58Q (128920.480000 sec): 3 clusters
  Score: Raw -677396.238546 + Penalty 2789.286167 = -674606.952378
  nChanged 10
		SP:Iteration 59Q (128920.650000 sec): 3 clusters
  Score: Raw -677399.338235 + Penalty 2789.286167 = -674610.052068
  nChanged 14
		SP:Iteration 60F (128920.830000 sec): 3 clusters
  Score: Raw -677404.241312 + Penalty 2789.286167 = -674614.955145
  nChanged 17
		SP:Iteration 61Q (128921.000000 sec): 3 clusters
  Score: Raw -677411.715279 + Penalty 2789.286167 = -674622.429112
  nChanged 19
		SP:Iteration 62Q (128921.170000 sec): 3 clusters
  Score: Raw -677418.533861 + Penalty 2789.286167 = -674629.247693
  nChanged 18
		SP:Iteration 63Q (128921.340000 sec): 3 clusters
  Score: Raw -677427.442873 + Penalty 2789.286167 = -674638.156705
  nChanged 20
		SP:Iteration 64Q (128921.510000 sec): 3 clusters
  Score: Raw -677435.312761 + Penalty 2789.286167 = -674646.026594
  nChanged 14
		SP:Iteration 65Q (128921.680000 sec): 3 clusters
  Score: Raw -677440.079527 + Penalty 2789.286167 = -674650.793360
  nChanged 16
		SP:Iteration 66Q (128921.850000 sec): 3 clusters
  Score: Raw -677446.329403 + Penalty 2789.286167 = -674657.043236
  nChanged 13
		SP:Iteration 67Q (128922.030000 sec): 3 clusters
  Score: Raw -677452.808155 + Penalty 2789.286167 = -674663.521988
  nChanged 11
		SP:Iteration 68Q (128922.200000 sec): 3 clusters
  Score: Raw -677456.429905 + Penalty 2789.286167 = -674667.143738
  nChanged 7
		SP:Iteration 69Q (128922.370000 sec): 3 clusters
  Score: Raw -677459.174797 + Penalty 2789.286167 = -674669.888630
  nChanged 9
		SP:Iteration 70Q (128922.550000 sec): 3 clusters
  Score: Raw -677463.158808 + Penalty 2789.286167 = -674673.872640
  nChanged 10
		SP:Iteration 71Q (128922.720000 sec): 3 clusters
  Score: Raw -677467.565707 + Penalty 2789.286167 = -674678.279540
  nChanged 10
		SP:Iteration 72Q (128922.890000 sec): 3 clusters
  Score: Raw -677470.264974 + Penalty 2789.286167 = -674680.978807
  nChanged 8
		SP:Iteration 73Q (128923.060000 sec): 3 clusters
  Score: Raw -677472.255482 + Penalty 2789.286167 = -674682.969314
  nChanged 10
		SP:Iteration 74Q (128923.230000 sec): 3 clusters
  Score: Raw -677475.808230 + Penalty 2789.286167 = -674686.522063
  nChanged 9
		SP:Iteration 75Q (128923.410000 sec): 3 clusters
  Score: Raw -677478.825631 + Penalty 2789.286167 = -674689.539463
  nChanged 10
		SP:Iteration 76Q (128923.570000 sec): 3 clusters
  Score: Raw -677481.836505 + Penalty 2789.286167 = -674692.550338
  nChanged 13
		SP:Iteration 77Q (128923.750000 sec): 3 clusters
  Score: Raw -677486.637519 + Penalty 2789.286167 = -674697.351351
  nChanged 13
		SP:Iteration 78Q (128923.920000 sec): 3 clusters
  Score: Raw -677489.998079 + Penalty 2789.286167 = -674700.711911
  nChanged 7
		SP:Iteration 79Q (128924.090000 sec): 3 clusters
  Score: Raw -677492.492638 + Penalty 2789.286167 = -674703.206470
  nChanged 9
		SP:Iteration 80F (128924.260000 sec): 3 clusters
  Score: Raw -677496.611649 + Penalty 2789.286167 = -674707.325481
  nChanged 8
		SP:Iteration 81Q (128924.430000 sec): 3 clusters
  Score: Raw -677501.436664 + Penalty 2789.286167 = -674712.150496
  nChanged 9
		SP:Iteration 82Q (128924.610000 sec): 3 clusters
  Score: Raw -677505.094093 + Penalty 2789.286167 = -674715.807925
  nChanged 15
		SP:Iteration 83Q (128924.780000 sec): 3 clusters
  Score: Raw -677512.464413 + Penalty 2789.286167 = -674723.178246
  nChanged 13
		SP:Iteration 84Q (128924.950000 sec): 3 clusters
  Score: Raw -677518.730117 + Penalty 2789.286167 = -674729.443950
  nChanged 16
		SP:Iteration 85Q (128925.120000 sec): 3 clusters
  Score: Raw -677525.457493 + Penalty 2789.286167 = -674736.171325
  nChanged 17
		SP:Iteration 86Q (128925.290000 sec): 3 clusters
  Score: Raw -677531.778069 + Penalty 2789.286167 = -674742.491902
  nChanged 18
		SP:Iteration 87Q (128925.470000 sec): 3 clusters
  Score: Raw -677540.549184 + Penalty 2789.286167 = -674751.263017
  nChanged 18
		SP:Iteration 88Q (128925.640000 sec): 3 clusters
  Score: Raw -677548.032162 + Penalty 2789.286167 = -674758.745995
  nChanged 19
		SP:Iteration 89Q (128925.810000 sec): 3 clusters
  Score: Raw -677555.953751 + Penalty 2789.286167 = -674766.667584
  nChanged 16
		SP:Iteration 90Q (128925.980000 sec): 3 clusters
  Score: Raw -677563.849515 + Penalty 2789.286167 = -674774.563348
  nChanged 24
		SP:Iteration 91Q (128926.150000 sec): 3 clusters
  Score: Raw -677576.392678 + Penalty 2789.286167 = -674787.106511
  nChanged 20
		SP:Iteration 92Q (128926.330000 sec): 3 clusters
  Score: Raw -677584.484414 + Penalty 2789.286167 = -674795.198247
  nChanged 19
		SP:Iteration 93Q (128926.500000 sec): 3 clusters
  Score: Raw -677594.905777 + Penalty 2789.286167 = -674805.619610
  nChanged 18
		SP:Iteration 94Q (128926.670000 sec): 3 clusters
  Score: Raw -677605.632442 + Penalty 2789.286167 = -674816.346274
  nChanged 17
		SP:Iteration 95Q (128926.840000 sec): 3 clusters
  Score: Raw -677614.930801 + Penalty 2789.286167 = -674825.644634
  nChanged 22
		SP:Iteration 96Q (128927.010000 sec): 3 clusters
  Score: Raw -677627.059900 + Penalty 2789.286167 = -674837.773733
  nChanged 16
		SP:Iteration 97Q (128927.190000 sec): 3 clusters
  Score: Raw -677633.250483 + Penalty 2789.286167 = -674843.964316
  nChanged 12
		SP:Iteration 98Q (128927.360000 sec): 3 clusters
  Score: Raw -677638.219772 + Penalty 2789.286167 = -674848.933604
  nChanged 6
		SP:Iteration 99Q (128927.530000 sec): 3 clusters
  Score: Raw -677642.800268 + Penalty 2789.286167 = -674853.514100
  nChanged 10
		SP:Iteration 100F (128927.700000 sec): 3 clusters
  Score: Raw -677650.437471 + Penalty 2789.286167 = -674861.151304
  nChanged 16
		SP:Iteration 101Q (128927.870000 sec): 3 clusters
  Score: Raw -677661.396450 + Penalty 2789.286167 = -674872.110283
  nChanged 12
		SP:Iteration 102Q (128928.050000 sec): 3 clusters
  Score: Raw -677667.628420 + Penalty 2789.286167 = -674878.342252
  nChanged 13
		SP:Iteration 103Q (128928.220000 sec): 3 clusters
  Score: Raw -677677.297193 + Penalty 2789.286167 = -674888.011026
  nChanged 15
		SP:Iteration 104Q (128928.390000 sec): 3 clusters
  Score: Raw -677686.867802 + Penalty 2789.286167 = -674897.581635
  nChanged 11
		SP:Iteration 105Q (128928.560000 sec): 3 clusters
  Score: Raw -677693.010838 + Penalty 2789.286167 = -674903.724670
  nChanged 8
		SP:Iteration 106Q (128928.760000 sec): 3 clusters
  Score: Raw -677698.826223 + Penalty 2789.286167 = -674909.540056
  nChanged 7
		SP:Iteration 107Q (128928.950000 sec): 3 clusters
  Score: Raw -677702.764480 + Penalty 2789.286167 = -674913.478312
  nChanged 2
		SP:Iteration 108Q (128929.120000 sec): 3 clusters
  Score: Raw -677703.850995 + Penalty 2789.286167 = -674914.564828
  nChanged 1
		SP:Iteration 109Q (128929.290000 sec): 3 clusters
  Score: Raw -677704.412038 + Penalty 2789.286167 = -674915.125871
  nChanged 0
		SP:Iteration 110F (128929.470000 sec): 3 clusters
  Score: Raw -677704.412038 + Penalty 2789.286167 = -674915.125871
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128929.590000 sec): 2 clusters
  Score: Raw -1327263.876852 + Penalty 1520.798561 = -1325743.078291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128929.830000 sec): 3 clusters
  Score: Raw -1320576.626626 + Penalty 3041.597123 = -1317535.029504
  nChanged 5081
		SP:Iteration 1F (128930.040000 sec): 3 clusters
  Score: Raw -1323397.721851 + Penalty 3041.597123 = -1320356.124729
  nChanged 666
		SP:Iteration 2F (128930.290000 sec): 3 clusters
  Score: Raw -1323684.457610 + Penalty 3041.597123 = -1320642.860487
  nChanged 578
		SP:Iteration 3Q (128930.540000 sec): 3 clusters
  Score: Raw -1323962.425988 + Penalty 3041.597123 = -1320920.828866
  nChanged 591
		SP:Iteration 4F (128930.750000 sec): 3 clusters
  Score: Raw -1324288.244063 + Penalty 3041.597123 = -1321246.646941
  nChanged 647
		SP:Iteration 5F (128930.970000 sec): 3 clusters
  Score: Raw -1324645.857133 + Penalty 3041.597123 = -1321604.260011
  nChanged 593
		SP:Iteration 6F (128931.180000 sec): 3 clusters
  Score: Raw -1325005.396075 + Penalty 3041.597123 = -1321963.798953
  nChanged 592
		SP:Iteration 7F (128931.430000 sec): 3 clusters
  Score: Raw -1325414.454143 + Penalty 3041.597123 = -1322372.857021
  nChanged 590
		SP:Iteration 8F (128931.640000 sec): 3 clusters
  Score: Raw -1325879.514305 + Penalty 3041.597123 = -1322837.917182
  nChanged 560
		SP:Iteration 9Q (128931.930000 sec): 3 clusters
  Score: Raw -1326314.797384 + Penalty 3041.597123 = -1323273.200261
  nChanged 503
		SP:Iteration 10Q (128932.150000 sec): 3 clusters
  Score: Raw -1326718.672468 + Penalty 3041.597123 = -1323677.075346
  nChanged 431
		SP:Iteration 11Q (128932.410000 sec): 3 clusters
  Score: Raw -1327096.189760 + Penalty 3041.597123 = -1324054.592637
  nChanged 316
		SP:Iteration 12Q (128932.670000 sec): 3 clusters
  Score: Raw -1327366.347258 + Penalty 3041.597123 = -1324324.750136
  nChanged 263
		SP:Iteration 13Q (128932.920000 sec): 3 clusters
  Score: Raw -1327534.549739 + Penalty 3041.597123 = -1324492.952616
  nChanged 184
		SP:Iteration 14Q (128933.130000 sec): 3 clusters
  Score: Raw -1327632.344554 + Penalty 3041.597123 = -1324590.747431
  nChanged 145
		SP:Iteration 15Q (128933.430000 sec): 3 clusters
  Score: Raw -1327690.387553 + Penalty 3041.597123 = -1324648.790431
  nChanged 105
		SP:Iteration 16Q (128933.640000 sec): 3 clusters
  Score: Raw -1327722.711822 + Penalty 3041.597123 = -1324681.114700
  nChanged 56
		SP:Iteration 17Q (128933.850000 sec): 3 clusters
  Score: Raw -1327741.757586 + Penalty 3041.597123 = -1324700.160463
  nChanged 56
		SP:Iteration 18Q (128934.070000 sec): 3 clusters
  Score: Raw -1327757.649173 + Penalty 3041.597123 = -1324716.052050
  nChanged 43
		SP:Iteration 19Q (128934.280000 sec): 3 clusters
  Score: Raw -1327768.264984 + Penalty 3041.597123 = -1324726.667861
  nChanged 28
		SP:Iteration 20F (128934.490000 sec): 3 clusters
  Score: Raw -1327775.023103 + Penalty 3041.597123 = -1324733.425981
  nChanged 31
		SP:Iteration 21Q (128934.710000 sec): 3 clusters
  Score: Raw -1327781.977186 + Penalty 3041.597123 = -1324740.380064
  nChanged 28
		SP:Iteration 22Q (128934.920000 sec): 3 clusters
  Score: Raw -1327787.647034 + Penalty 3041.597123 = -1324746.049912
  nChanged 16
		SP:Iteration 23Q (128935.130000 sec): 3 clusters
  Score: Raw -1327790.627080 + Penalty 3041.597123 = -1324749.029958
  nChanged 17
		SP:Iteration 24Q (128935.350000 sec): 3 clusters
  Score: Raw -1327793.595567 + Penalty 3041.597123 = -1324751.998444
  nChanged 16
		SP:Iteration 25Q (128935.560000 sec): 3 clusters
  Score: Raw -1327797.017104 + Penalty 3041.597123 = -1324755.419982
  nChanged 16
		SP:Iteration 26Q (128935.770000 sec): 3 clusters
  Score: Raw -1327800.367547 + Penalty 3041.597123 = -1324758.770425
  nChanged 13
		SP:Iteration 27Q (128936.020000 sec): 3 clusters
  Score: Raw -1327803.047245 + Penalty 3041.597123 = -1324761.450123
  nChanged 15
		SP:Iteration 28Q (128936.320000 sec): 3 clusters
  Score: Raw -1327805.504488 + Penalty 3041.597123 = -1324763.907366
  nChanged 5
		SP:Iteration 29Q (128936.540000 sec): 3 clusters
  Score: Raw -1327806.453484 + Penalty 3041.597123 = -1324764.856362
  nChanged 5
		SP:Iteration 30Q (128936.810000 sec): 3 clusters
  Score: Raw -1327807.058706 + Penalty 3041.597123 = -1324765.461583
  nChanged 10
		SP:Iteration 31Q (128937.060000 sec): 3 clusters
  Score: Raw -1327809.106672 + Penalty 3041.597123 = -1324767.509549
  nChanged 8
		SP:Iteration 32Q (128937.270000 sec): 3 clusters
  Score: Raw -1327810.420315 + Penalty 3041.597123 = -1324768.823192
  nChanged 7
		SP:Iteration 33Q (128937.490000 sec): 3 clusters
  Score: Raw -1327811.532157 + Penalty 3041.597123 = -1324769.935034
  nChanged 6
		SP:Iteration 34Q (128937.700000 sec): 3 clusters
  Score: Raw -1327813.043098 + Penalty 3041.597123 = -1324771.445976
  nChanged 8
		SP:Iteration 35Q (128937.910000 sec): 3 clusters
  Score: Raw -1327814.486006 + Penalty 3041.597123 = -1324772.888884
  nChanged 6
		SP:Iteration 36Q (128938.130000 sec): 3 clusters
  Score: Raw -1327815.958358 + Penalty 3041.597123 = -1324774.361235
  nChanged 6
		SP:Iteration 37Q (128938.420000 sec): 3 clusters
  Score: Raw -1327816.736595 + Penalty 3041.597123 = -1324775.139472
  nChanged 1
		SP:Iteration 38Q (128938.600000 sec): 3 clusters
  Score: Raw -1327816.799684 + Penalty 3041.597123 = -1324775.202562
  nChanged 0
		SP:Iteration 39F (128938.900000 sec): 3 clusters
  Score: Raw -1327816.799684 + Penalty 3041.597123 = -1324775.202562
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (29830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128939.100000 sec): 2 clusters
  Score: Raw -3650046.919720 + Penalty 1674.281355 = -3648372.638365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128939.500000 sec): 3 clusters
  Score: Raw -3631558.523463 + Penalty 3348.562710 = -3628209.960753
  nChanged 13672
		SP:Iteration 1F (128939.890000 sec): 3 clusters
  Score: Raw -3639314.361400 + Penalty 3348.562710 = -3635965.798690
  nChanged 1543
		SP:Iteration 2F (128940.330000 sec): 3 clusters
  Score: Raw -3639991.978318 + Penalty 3348.562710 = -3636643.415608
  nChanged 1767
		SP:Iteration 3F (128940.780000 sec): 3 clusters
  Score: Raw -3640978.930927 + Penalty 3348.562710 = -3637630.368216
  nChanged 2099
		SP:Iteration 4F (128941.220000 sec): 3 clusters
  Score: Raw -3642344.087211 + Penalty 3348.562710 = -3638995.524501
  nChanged 2253
		SP:Iteration 5F (128941.670000 sec): 3 clusters
  Score: Raw -3643842.651704 + Penalty 3348.562710 = -3640494.088994
  nChanged 2017
		SP:Iteration 6F (128942.110000 sec): 3 clusters
  Score: Raw -3645082.531003 + Penalty 3348.562710 = -3641733.968293
  nChanged 1698
		SP:Iteration 7F (128942.550000 sec): 3 clusters
  Score: Raw -3645948.163662 + Penalty 3348.562710 = -3642599.600952
  nChanged 1244
		SP:Iteration 8Q (128942.990000 sec): 3 clusters
  Score: Raw -3646444.078319 + Penalty 3348.562710 = -3643095.515609
  nChanged 884
		SP:Iteration 9Q (128943.480000 sec): 3 clusters
  Score: Raw -3646728.717106 + Penalty 3348.562710 = -3643380.154395
  nChanged 660
		SP:Iteration 10Q (128943.830000 sec): 3 clusters
  Score: Raw -3646927.477405 + Penalty 3348.562710 = -3643578.914695
  nChanged 543
		SP:Iteration 11Q (128944.180000 sec): 3 clusters
  Score: Raw -3647102.102847 + Penalty 3348.562710 = -3643753.540137
  nChanged 539
		SP:Iteration 12Q (128944.530000 sec): 3 clusters
  Score: Raw -3647276.059127 + Penalty 3348.562710 = -3643927.496417
  nChanged 551
		SP:Iteration 13Q (128944.870000 sec): 3 clusters
  Score: Raw -3647467.278529 + Penalty 3348.562710 = -3644118.715819
  nChanged 595
		SP:Iteration 14Q (128945.200000 sec): 3 clusters
  Score: Raw -3647701.960068 + Penalty 3348.562710 = -3644353.397358
  nChanged 601
		SP:Iteration 15Q (128945.540000 sec): 3 clusters
  Score: Raw -3647957.035194 + Penalty 3348.562710 = -3644608.472484
  nChanged 634
		SP:Iteration 16Q (128945.870000 sec): 3 clusters
  Score: Raw -3648253.833473 + Penalty 3348.562710 = -3644905.270763
  nChanged 652
		SP:Iteration 17Q (128946.270000 sec): 3 clusters
  Score: Raw -3648583.206920 + Penalty 3348.562710 = -3645234.644210
  nChanged 590
		SP:Iteration 18Q (128946.660000 sec): 3 clusters
  Score: Raw -3648882.360079 + Penalty 3348.562710 = -3645533.797369
  nChanged 532
		SP:Iteration 19Q (128947.050000 sec): 3 clusters
  Score: Raw -3649177.004973 + Penalty 3348.562710 = -3645828.442263
  nChanged 464
		SP:Iteration 20F (128947.450000 sec): 3 clusters
  Score: Raw -3649443.924194 + Penalty 3348.562710 = -3646095.361484
  nChanged 384
		SP:Iteration 21Q (128947.830000 sec): 3 clusters
  Score: Raw -3649678.774923 + Penalty 3348.562710 = -3646330.212213
  nChanged 264
		SP:Iteration 22Q (128948.230000 sec): 3 clusters
  Score: Raw -3649851.239632 + Penalty 3348.562710 = -3646502.676922
  nChanged 201
		SP:Iteration 23Q (128948.570000 sec): 3 clusters
  Score: Raw -3649979.620572 + Penalty 3348.562710 = -3646631.057862
  nChanged 149
		SP:Iteration 24Q (128948.930000 sec): 3 clusters
  Score: Raw -3650069.125154 + Penalty 3348.562710 = -3646720.562443
  nChanged 120
		SP:Iteration 25Q (128949.240000 sec): 3 clusters
  Score: Raw -3650140.539572 + Penalty 3348.562710 = -3646791.976862
  nChanged 94
		SP:Iteration 26Q (128949.570000 sec): 3 clusters
  Score: Raw -3650191.010122 + Penalty 3348.562710 = -3646842.447411
  nChanged 61
		SP:Iteration 27Q (128949.940000 sec): 3 clusters
  Score: Raw -3650227.420394 + Penalty 3348.562710 = -3646878.857684
  nChanged 53
		SP:Iteration 28Q (128950.310000 sec): 3 clusters
  Score: Raw -3650257.279679 + Penalty 3348.562710 = -3646908.716969
  nChanged 48
		SP:Iteration 29Q (128950.610000 sec): 3 clusters
  Score: Raw -3650278.954332 + Penalty 3348.562710 = -3646930.391622
  nChanged 32
		SP:Iteration 30Q (128950.940000 sec): 3 clusters
  Score: Raw -3650290.636246 + Penalty 3348.562710 = -3646942.073536
  nChanged 24
		SP:Iteration 31Q (128951.250000 sec): 3 clusters
  Score: Raw -3650301.092496 + Penalty 3348.562710 = -3646952.529786
  nChanged 21
		SP:Iteration 32Q (128951.540000 sec): 3 clusters
  Score: Raw -3650309.509819 + Penalty 3348.562710 = -3646960.947108
  nChanged 21
		SP:Iteration 33Q (128951.860000 sec): 3 clusters
  Score: Raw -3650318.831711 + Penalty 3348.562710 = -3646970.269001
  nChanged 12
		SP:Iteration 34Q (128952.160000 sec): 3 clusters
  Score: Raw -3650323.876384 + Penalty 3348.562710 = -3646975.313674
  nChanged 13
		SP:Iteration 35Q (128952.480000 sec): 3 clusters
  Score: Raw -3650331.064779 + Penalty 3348.562710 = -3646982.502069
  nChanged 11
		SP:Iteration 36Q (128952.810000 sec): 3 clusters
  Score: Raw -3650335.309124 + Penalty 3348.562710 = -3646986.746414
  nChanged 6
		SP:Iteration 37Q (128953.080000 sec): 3 clusters
  Score: Raw -3650337.361572 + Penalty 3348.562710 = -3646988.798862
  nChanged 2
		SP:Iteration 38Q (128953.400000 sec): 3 clusters
  Score: Raw -3650338.680744 + Penalty 3348.562710 = -3646990.118034
  nChanged 3
		SP:Iteration 39Q (128953.710000 sec): 3 clusters
  Score: Raw -3650339.595484 + Penalty 3348.562710 = -3646991.032774
  nChanged 2
		SP:Iteration 40F (128954.050000 sec): 3 clusters
  Score: Raw -3650340.371373 + Penalty 3348.562710 = -3646991.808663
  nChanged 2
		SP:Iteration 41Q (128954.380000 sec): 3 clusters
  Score: Raw -3650340.998109 + Penalty 3348.562710 = -3646992.435399
  nChanged 4
		SP:Iteration 42Q (128954.710000 sec): 3 clusters
  Score: Raw -3650341.923675 + Penalty 3348.562710 = -3646993.360965
  nChanged 4
		SP:Iteration 43Q (128955.010000 sec): 3 clusters
  Score: Raw -3650343.173621 + Penalty 3348.562710 = -3646994.610911
  nChanged 7
		SP:Iteration 44Q (128955.340000 sec): 3 clusters
  Score: Raw -3650345.324251 + Penalty 3348.562710 = -3646996.761541
  nChanged 3
		SP:Iteration 45Q (128955.620000 sec): 3 clusters
  Score: Raw -3650347.548933 + Penalty 3348.562710 = -3646998.986223
  nChanged 1
		SP:Iteration 46Q (128955.940000 sec): 3 clusters
  Score: Raw -3650347.902292 + Penalty 3348.562710 = -3646999.339582
  nChanged 0
		SP:Iteration 47F (128956.300000 sec): 3 clusters
  Score: Raw -3650347.902292 + Penalty 3348.562710 = -3646999.339582
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (22483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128956.490000 sec): 2 clusters
  Score: Raw -2652176.025682 + Penalty 1628.333646 = -2650547.692035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128956.840000 sec): 3 clusters
  Score: Raw -2638574.286608 + Penalty 3256.667293 = -2635317.619316
  nChanged 10189
		SP:Iteration 1F (128957.140000 sec): 3 clusters
  Score: Raw -2644801.218032 + Penalty 3256.667293 = -2641544.550739
  nChanged 1548
		SP:Iteration 2F (128957.410000 sec): 3 clusters
  Score: Raw -2645942.094476 + Penalty 3256.667293 = -2642685.427184
  nChanged 1777
		SP:Iteration 3F (128957.680000 sec): 3 clusters
  Score: Raw -2647336.662708 + Penalty 3256.667293 = -2644079.995415
  nChanged 1725
		SP:Iteration 4F (128957.940000 sec): 3 clusters
  Score: Raw -2648706.864952 + Penalty 3256.667293 = -2645450.197660
  nChanged 1516
		SP:Iteration 5F (128958.310000 sec): 3 clusters
  Score: Raw -2649770.569632 + Penalty 3256.667293 = -2646513.902340
  nChanged 1093
		SP:Iteration 6Q (128958.590000 sec): 3 clusters
  Score: Raw -2650453.364587 + Penalty 3256.667293 = -2647196.697295
  nChanged 853
		SP:Iteration 7Q (128958.850000 sec): 3 clusters
  Score: Raw -2651000.741017 + Penalty 3256.667293 = -2647744.073724
  nChanged 673
		SP:Iteration 8Q (128959.180000 sec): 3 clusters
  Score: Raw -2651391.284878 + Penalty 3256.667293 = -2648134.617585
  nChanged 519
		SP:Iteration 9Q (128959.440000 sec): 3 clusters
  Score: Raw -2651670.848512 + Penalty 3256.667293 = -2648414.181219
  nChanged 427
		SP:Iteration 10Q (128959.770000 sec): 3 clusters
  Score: Raw -2651879.733301 + Penalty 3256.667293 = -2648623.066008
  nChanged 337
		SP:Iteration 11Q (128960.050000 sec): 3 clusters
  Score: Raw -2652062.735497 + Penalty 3256.667293 = -2648806.068205
  nChanged 307
		SP:Iteration 12Q (128960.250000 sec): 3 clusters
  Score: Raw -2652229.616367 + Penalty 3256.667293 = -2648972.949074
  nChanged 283
		SP:Iteration 13Q (128960.500000 sec): 3 clusters
  Score: Raw -2652354.602195 + Penalty 3256.667293 = -2649097.934902
  nChanged 272
		SP:Iteration 14Q (128960.810000 sec): 3 clusters
  Score: Raw -2652473.463966 + Penalty 3256.667293 = -2649216.796673
  nChanged 236
		SP:Iteration 15Q (128961.080000 sec): 3 clusters
  Score: Raw -2652573.872001 + Penalty 3256.667293 = -2649317.204708
  nChanged 210
		SP:Iteration 16Q (128961.360000 sec): 3 clusters
  Score: Raw -2652662.712371 + Penalty 3256.667293 = -2649406.045078
  nChanged 198
		SP:Iteration 17Q (128961.590000 sec): 3 clusters
  Score: Raw -2652737.789243 + Penalty 3256.667293 = -2649481.121950
  nChanged 168
		SP:Iteration 18Q (128961.860000 sec): 3 clusters
  Score: Raw -2652791.432939 + Penalty 3256.667293 = -2649534.765646
  nChanged 140
		SP:Iteration 19Q (128962.150000 sec): 3 clusters
  Score: Raw -2652832.701606 + Penalty 3256.667293 = -2649576.034314
  nChanged 117
		SP:Iteration 20F (128962.430000 sec): 3 clusters
  Score: Raw -2652869.102022 + Penalty 3256.667293 = -2649612.434729
  nChanged 112
		SP:Iteration 21Q (128962.720000 sec): 3 clusters
  Score: Raw -2652908.205023 + Penalty 3256.667293 = -2649651.537730
  nChanged 117
		SP:Iteration 22Q (128963.040000 sec): 3 clusters
  Score: Raw -2652943.909049 + Penalty 3256.667293 = -2649687.241756
  nChanged 109
		SP:Iteration 23Q (128963.300000 sec): 3 clusters
  Score: Raw -2652978.550560 + Penalty 3256.667293 = -2649721.883267
  nChanged 102
		SP:Iteration 24Q (128963.600000 sec): 3 clusters
  Score: Raw -2653010.642115 + Penalty 3256.667293 = -2649753.974822
  nChanged 83
		SP:Iteration 25Q (128963.870000 sec): 3 clusters
  Score: Raw -2653033.111452 + Penalty 3256.667293 = -2649776.444159
  nChanged 60
		SP:Iteration 26Q (128964.130000 sec): 3 clusters
  Score: Raw -2653048.401248 + Penalty 3256.667293 = -2649791.733955
  nChanged 54
		SP:Iteration 27Q (128964.410000 sec): 3 clusters
  Score: Raw -2653062.839562 + Penalty 3256.667293 = -2649806.172269
  nChanged 36
		SP:Iteration 28Q (128964.650000 sec): 3 clusters
  Score: Raw -2653073.280614 + Penalty 3256.667293 = -2649816.613321
  nChanged 37
		SP:Iteration 29Q (128964.920000 sec): 3 clusters
  Score: Raw -2653081.626163 + Penalty 3256.667293 = -2649824.958871
  nChanged 27
		SP:Iteration 30Q (128965.270000 sec): 3 clusters
  Score: Raw -2653087.962644 + Penalty 3256.667293 = -2649831.295352
  nChanged 24
		SP:Iteration 31Q (128965.570000 sec): 3 clusters
  Score: Raw -2653094.032916 + Penalty 3256.667293 = -2649837.365624
  nChanged 27
		SP:Iteration 32Q (128965.840000 sec): 3 clusters
  Score: Raw -2653101.680539 + Penalty 3256.667293 = -2649845.013247
  nChanged 26
		SP:Iteration 33Q (128966.220000 sec): 3 clusters
  Score: Raw -2653110.303232 + Penalty 3256.667293 = -2649853.635939
  nChanged 32
		SP:Iteration 34Q (128966.610000 sec): 3 clusters
  Score: Raw -2653118.470109 + Penalty 3256.667293 = -2649861.802816
  nChanged 20
		SP:Iteration 35Q (128966.870000 sec): 3 clusters
  Score: Raw -2653123.502923 + Penalty 3256.667293 = -2649866.835630
  nChanged 23
		SP:Iteration 36Q (128967.190000 sec): 3 clusters
  Score: Raw -2653128.732772 + Penalty 3256.667293 = -2649872.065479
  nChanged 16
		SP:Iteration 37Q (128967.460000 sec): 3 clusters
  Score: Raw -2653132.364876 + Penalty 3256.667293 = -2649875.697583
  nChanged 15
		SP:Iteration 38Q (128967.800000 sec): 3 clusters
  Score: Raw -2653136.070095 + Penalty 3256.667293 = -2649879.402802
  nChanged 17
		SP:Iteration 39Q (128968.030000 sec): 3 clusters
  Score: Raw -2653140.722530 + Penalty 3256.667293 = -2649884.055237
  nChanged 20
		SP:Iteration 40F (128968.340000 sec): 3 clusters
  Score: Raw -2653146.207241 + Penalty 3256.667293 = -2649889.539948
  nChanged 16
		SP:Iteration 41Q (128968.550000 sec): 3 clusters
  Score: Raw -2653150.894885 + Penalty 3256.667293 = -2649894.227593
  nChanged 16
		SP:Iteration 42Q (128968.800000 sec): 3 clusters
  Score: Raw -2653155.488636 + Penalty 3256.667293 = -2649898.821343
  nChanged 14
		SP:Iteration 43Q (128969.060000 sec): 3 clusters
  Score: Raw -2653158.317491 + Penalty 3256.667293 = -2649901.650198
  nChanged 16
		SP:Iteration 44Q (128969.280000 sec): 3 clusters
  Score: Raw -2653161.845462 + Penalty 3256.667293 = -2649905.178169
  nChanged 15
		SP:Iteration 45Q (128969.580000 sec): 3 clusters
  Score: Raw -2653164.419923 + Penalty 3256.667293 = -2649907.752630
  nChanged 7
		SP:Iteration 46Q (128969.770000 sec): 3 clusters
  Score: Raw -2653165.847176 + Penalty 3256.667293 = -2649909.179883
  nChanged 4
		SP:Iteration 47Q (128970.080000 sec): 3 clusters
  Score: Raw -2653166.810396 + Penalty 3256.667293 = -2649910.143103
  nChanged 5
		SP:Iteration 48Q (128970.400000 sec): 3 clusters
  Score: Raw -2653168.330445 + Penalty 3256.667293 = -2649911.663152
  nChanged 4
		SP:Iteration 49Q (128970.720000 sec): 3 clusters
  Score: Raw -2653168.914280 + Penalty 3256.667293 = -2649912.246987
  nChanged 4
		SP:Iteration 50Q (128970.990000 sec): 3 clusters
  Score: Raw -2653169.409402 + Penalty 3256.667293 = -2649912.742109
  nChanged 3
		SP:Iteration 51Q (128971.240000 sec): 3 clusters
  Score: Raw -2653169.748025 + Penalty 3256.667293 = -2649913.080732
  nChanged 2
		SP:Iteration 52Q (128971.480000 sec): 3 clusters
  Score: Raw -2653170.161481 + Penalty 3256.667293 = -2649913.494188
  nChanged 3
		SP:Iteration 53Q (128971.790000 sec): 3 clusters
  Score: Raw -2653170.425929 + Penalty 3256.667293 = -2649913.758636
  nChanged 1
		SP:Iteration 54Q (128972.030000 sec): 3 clusters
  Score: Raw -2653170.499069 + Penalty 3256.667293 = -2649913.831776
  nChanged 1
		SP:Iteration 55Q (128972.300000 sec): 3 clusters
  Score: Raw -2653170.710572 + Penalty 3256.667293 = -2649914.043279
  nChanged 1
		SP:Iteration 56Q (128972.520000 sec): 3 clusters
  Score: Raw -2653171.015379 + Penalty 3256.667293 = -2649914.348086
  nChanged 2
		SP:Iteration 57Q (128972.800000 sec): 3 clusters
  Score: Raw -2653171.608578 + Penalty 3256.667293 = -2649914.941286
  nChanged 3
		SP:Iteration 58Q (128973.110000 sec): 3 clusters
  Score: Raw -2653172.278804 + Penalty 3256.667293 = -2649915.611511
  nChanged 2
		SP:Iteration 59Q (128973.350000 sec): 3 clusters
  Score: Raw -2653172.633974 + Penalty 3256.667293 = -2649915.966681
  nChanged 1
		SP:Iteration 60F (128973.700000 sec): 3 clusters
  Score: Raw -2653172.919887 + Penalty 3256.667293 = -2649916.252594
  nChanged 1
		SP:Iteration 61Q (128974.050000 sec): 3 clusters
  Score: Raw -2653173.287230 + Penalty 3256.667293 = -2649916.619937
  nChanged 3
		SP:Iteration 62Q (128974.430000 sec): 3 clusters
  Score: Raw -2653173.981808 + Penalty 3256.667293 = -2649917.314515
  nChanged 5
		SP:Iteration 63Q (128974.720000 sec): 3 clusters
  Score: Raw -2653175.602411 + Penalty 3256.667293 = -2649918.935118
  nChanged 6
		SP:Iteration 64Q (128974.980000 sec): 3 clusters
  Score: Raw -2653177.423434 + Penalty 3256.667293 = -2649920.756141
  nChanged 7
		SP:Iteration 65Q (128975.280000 sec): 3 clusters
  Score: Raw -2653178.823973 + Penalty 3256.667293 = -2649922.156680
  nChanged 7
		SP:Iteration 66Q (128975.610000 sec): 3 clusters
  Score: Raw -2653180.030469 + Penalty 3256.667293 = -2649923.363176
  nChanged 3
		SP:Iteration 67Q (128975.930000 sec): 3 clusters
  Score: Raw -2653180.614910 + Penalty 3256.667293 = -2649923.947617
  nChanged 6
		SP:Iteration 68Q (128976.210000 sec): 3 clusters
  Score: Raw -2653181.517233 + Penalty 3256.667293 = -2649924.849940
  nChanged 5
		SP:Iteration 69Q (128976.490000 sec): 3 clusters
  Score: Raw -2653182.506351 + Penalty 3256.667293 = -2649925.839058
  nChanged 2
		SP:Iteration 70Q (128976.830000 sec): 3 clusters
  Score: Raw -2653183.090471 + Penalty 3256.667293 = -2649926.423178
  nChanged 4
		SP:Iteration 71Q (128977.110000 sec): 3 clusters
  Score: Raw -2653183.889753 + Penalty 3256.667293 = -2649927.222460
  nChanged 2
		SP:Iteration 72Q (128977.390000 sec): 3 clusters
  Score: Raw -2653184.243809 + Penalty 3256.667293 = -2649927.576516
  nChanged 2
		SP:Iteration 73Q (128977.610000 sec): 3 clusters
  Score: Raw -2653184.651987 + Penalty 3256.667293 = -2649927.984695
  nChanged 3
		SP:Iteration 74Q (128977.870000 sec): 3 clusters
  Score: Raw -2653184.909423 + Penalty 3256.667293 = -2649928.242130
  nChanged 1
		SP:Iteration 75Q (128978.250000 sec): 3 clusters
  Score: Raw -2653184.970535 + Penalty 3256.667293 = -2649928.303242
  nChanged 0
		SP:Iteration 76F (128978.550000 sec): 3 clusters
  Score: Raw -2653184.970535 + Penalty 3256.667293 = -2649928.303242
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128978.750000 sec): 2 clusters
  Score: Raw -2101732.821941 + Penalty 1593.490471 = -2100139.331470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128979.070000 sec): 3 clusters
  Score: Raw -2090950.990485 + Penalty 3186.980942 = -2087764.009543
  nChanged 8100
		SP:Iteration 1F (128979.430000 sec): 3 clusters
  Score: Raw -2095314.363040 + Penalty 3186.980942 = -2092127.382098
  nChanged 1010
		SP:Iteration 2F (128979.770000 sec): 3 clusters
  Score: Raw -2095696.394177 + Penalty 3186.980942 = -2092509.413235
  nChanged 868
		SP:Iteration 3Q (128980.130000 sec): 3 clusters
  Score: Raw -2096048.413416 + Penalty 3186.980942 = -2092861.432474
  nChanged 825
		SP:Iteration 4Q (128980.400000 sec): 3 clusters
  Score: Raw -2096399.376252 + Penalty 3186.980942 = -2093212.395310
  nChanged 835
		SP:Iteration 5Q (128980.710000 sec): 3 clusters
  Score: Raw -2096784.701131 + Penalty 3186.980942 = -2093597.720189
  nChanged 812
		SP:Iteration 6Q (128981.040000 sec): 3 clusters
  Score: Raw -2097211.713178 + Penalty 3186.980942 = -2094024.732235
  nChanged 846
		SP:Iteration 7Q (128981.310000 sec): 3 clusters
  Score: Raw -2097677.071235 + Penalty 3186.980942 = -2094490.090293
  nChanged 863
		SP:Iteration 8Q (128981.700000 sec): 3 clusters
  Score: Raw -2098178.644087 + Penalty 3186.980942 = -2094991.663145
  nChanged 819
		SP:Iteration 9Q (128981.960000 sec): 3 clusters
  Score: Raw -2098655.830778 + Penalty 3186.980942 = -2095468.849836
  nChanged 816
		SP:Iteration 10Q (128982.260000 sec): 3 clusters
  Score: Raw -2099144.499170 + Penalty 3186.980942 = -2095957.518228
  nChanged 702
		SP:Iteration 11Q (128982.560000 sec): 3 clusters
  Score: Raw -2099534.441980 + Penalty 3186.980942 = -2096347.461037
  nChanged 605
		SP:Iteration 12Q (128982.810000 sec): 3 clusters
  Score: Raw -2099852.137135 + Penalty 3186.980942 = -2096665.156193
  nChanged 501
		SP:Iteration 13Q (128983.100000 sec): 3 clusters
  Score: Raw -2100093.432656 + Penalty 3186.980942 = -2096906.451714
  nChanged 420
		SP:Iteration 14Q (128983.420000 sec): 3 clusters
  Score: Raw -2100269.781550 + Penalty 3186.980942 = -2097082.800608
  nChanged 327
		SP:Iteration 15Q (128983.740000 sec): 3 clusters
  Score: Raw -2100403.568907 + Penalty 3186.980942 = -2097216.587964
  nChanged 257
		SP:Iteration 16Q (128984.000000 sec): 3 clusters
  Score: Raw -2100499.067019 + Penalty 3186.980942 = -2097312.086077
  nChanged 247
		SP:Iteration 17Q (128984.280000 sec): 3 clusters
  Score: Raw -2100600.610330 + Penalty 3186.980942 = -2097413.629388
  nChanged 255
		SP:Iteration 18Q (128984.600000 sec): 3 clusters
  Score: Raw -2100703.664646 + Penalty 3186.980942 = -2097516.683704
  nChanged 216
		SP:Iteration 19Q (128984.940000 sec): 3 clusters
  Score: Raw -2100785.357229 + Penalty 3186.980942 = -2097598.376287
  nChanged 214
		SP:Iteration 20F (128985.240000 sec): 3 clusters
  Score: Raw -2100862.720198 + Penalty 3186.980942 = -2097675.739256
  nChanged 202
		SP:Iteration 21Q (128985.550000 sec): 3 clusters
  Score: Raw -2100932.248694 + Penalty 3186.980942 = -2097745.267752
  nChanged 172
		SP:Iteration 22Q (128985.800000 sec): 3 clusters
  Score: Raw -2100989.697011 + Penalty 3186.980942 = -2097802.716069
  nChanged 149
		SP:Iteration 23Q (128986.070000 sec): 3 clusters
  Score: Raw -2101041.778487 + Penalty 3186.980942 = -2097854.797545
  nChanged 164
		SP:Iteration 24Q (128986.300000 sec): 3 clusters
  Score: Raw -2101102.711266 + Penalty 3186.980942 = -2097915.730324
  nChanged 151
		SP:Iteration 25Q (128986.580000 sec): 3 clusters
  Score: Raw -2101168.684647 + Penalty 3186.980942 = -2097981.703705
  nChanged 160
		SP:Iteration 26Q (128986.910000 sec): 3 clusters
  Score: Raw -2101238.372003 + Penalty 3186.980942 = -2098051.391061
  nChanged 143
		SP:Iteration 27Q (128987.200000 sec): 3 clusters
  Score: Raw -2101302.203422 + Penalty 3186.980942 = -2098115.222480
  nChanged 152
		SP:Iteration 28Q (128987.460000 sec): 3 clusters
  Score: Raw -2101383.043212 + Penalty 3186.980942 = -2098196.062270
  nChanged 128
		SP:Iteration 29Q (128987.740000 sec): 3 clusters
  Score: Raw -2101449.137368 + Penalty 3186.980942 = -2098262.156426
  nChanged 123
		SP:Iteration 30Q (128988.000000 sec): 3 clusters
  Score: Raw -2101513.981493 + Penalty 3186.980942 = -2098327.000551
  nChanged 126
		SP:Iteration 31Q (128988.260000 sec): 3 clusters
  Score: Raw -2101577.523741 + Penalty 3186.980942 = -2098390.542799
  nChanged 108
		SP:Iteration 32Q (128988.540000 sec): 3 clusters
  Score: Raw -2101627.288338 + Penalty 3186.980942 = -2098440.307396
  nChanged 87
		SP:Iteration 33Q (128988.790000 sec): 3 clusters
  Score: Raw -2101661.793391 + Penalty 3186.980942 = -2098474.812449
  nChanged 80
		SP:Iteration 34Q (128988.980000 sec): 3 clusters
  Score: Raw -2101690.081934 + Penalty 3186.980942 = -2098503.100992
  nChanged 60
		SP:Iteration 35Q (128989.330000 sec): 3 clusters
  Score: Raw -2101708.144040 + Penalty 3186.980942 = -2098521.163098
  nChanged 49
		SP:Iteration 36Q (128989.670000 sec): 3 clusters
  Score: Raw -2101723.115421 + Penalty 3186.980942 = -2098536.134479
  nChanged 41
		SP:Iteration 37Q (128989.860000 sec): 3 clusters
  Score: Raw -2101736.870463 + Penalty 3186.980942 = -2098549.889521
  nChanged 41
		SP:Iteration 38Q (128990.110000 sec): 3 clusters
  Score: Raw -2101750.660662 + Penalty 3186.980942 = -2098563.679720
  nChanged 35
		SP:Iteration 39Q (128990.420000 sec): 3 clusters
  Score: Raw -2101763.154475 + Penalty 3186.980942 = -2098576.173533
  nChanged 34
		SP:Iteration 40F (128990.660000 sec): 3 clusters
  Score: Raw -2101773.226812 + Penalty 3186.980942 = -2098586.245870
  nChanged 29
		SP:Iteration 41Q (128990.920000 sec): 3 clusters
  Score: Raw -2101783.575728 + Penalty 3186.980942 = -2098596.594786
  nChanged 37
		SP:Iteration 42Q (128991.120000 sec): 3 clusters
  Score: Raw -2101797.520815 + Penalty 3186.980942 = -2098610.539873
  nChanged 38
		SP:Iteration 43Q (128991.340000 sec): 3 clusters
  Score: Raw -2101808.681470 + Penalty 3186.980942 = -2098621.700528
  nChanged 22
		SP:Iteration 44Q (128991.620000 sec): 3 clusters
  Score: Raw -2101815.786230 + Penalty 3186.980942 = -2098628.805288
  nChanged 14
		SP:Iteration 45Q (128991.840000 sec): 3 clusters
  Score: Raw -2101819.709082 + Penalty 3186.980942 = -2098632.728140
  nChanged 11
		SP:Iteration 46Q (128992.150000 sec): 3 clusters
  Score: Raw -2101822.444125 + Penalty 3186.980942 = -2098635.463183
  nChanged 12
		SP:Iteration 47Q (128992.440000 sec): 3 clusters
  Score: Raw -2101825.264573 + Penalty 3186.980942 = -2098638.283630
  nChanged 13
		SP:Iteration 48Q (128992.670000 sec): 3 clusters
  Score: Raw -2101829.400883 + Penalty 3186.980942 = -2098642.419941
  nChanged 12
		SP:Iteration 49Q (128992.920000 sec): 3 clusters
  Score: Raw -2101832.089699 + Penalty 3186.980942 = -2098645.108757
  nChanged 12
		SP:Iteration 50Q (128993.170000 sec): 3 clusters
  Score: Raw -2101834.868328 + Penalty 3186.980942 = -2098647.887386
  nChanged 9
		SP:Iteration 51Q (128993.410000 sec): 3 clusters
  Score: Raw -2101836.805534 + Penalty 3186.980942 = -2098649.824592
  nChanged 7
		SP:Iteration 52Q (128993.700000 sec): 3 clusters
  Score: Raw -2101838.204562 + Penalty 3186.980942 = -2098651.223620
  nChanged 5
		SP:Iteration 53Q (128993.980000 sec): 3 clusters
  Score: Raw -2101839.041766 + Penalty 3186.980942 = -2098652.060824
  nChanged 3
		SP:Iteration 54Q (128994.230000 sec): 3 clusters
  Score: Raw -2101839.506960 + Penalty 3186.980942 = -2098652.526018
  nChanged 2
		SP:Iteration 55Q (128994.460000 sec): 3 clusters
  Score: Raw -2101839.953824 + Penalty 3186.980942 = -2098652.972882
  nChanged 1
		SP:Iteration 56Q (128994.720000 sec): 3 clusters
  Score: Raw -2101840.053135 + Penalty 3186.980942 = -2098653.072193
  nChanged 1
		SP:Iteration 57Q (128994.970000 sec): 3 clusters
  Score: Raw -2101840.183724 + Penalty 3186.980942 = -2098653.202782
  nChanged 2
		SP:Iteration 58Q (128995.200000 sec): 3 clusters
  Score: Raw -2101840.953498 + Penalty 3186.980942 = -2098653.972556
  nChanged 5
		SP:Iteration 59Q (128995.500000 sec): 3 clusters
  Score: Raw -2101843.007833 + Penalty 3186.980942 = -2098656.026891
  nChanged 7
		SP:Iteration 60F (128995.800000 sec): 3 clusters
  Score: Raw -2101844.836864 + Penalty 3186.980942 = -2098657.855922
  nChanged 5
		SP:Iteration 61Q (128996.070000 sec): 3 clusters
  Score: Raw -2101846.322516 + Penalty 3186.980942 = -2098659.341574
  nChanged 4
		SP:Iteration 62Q (128996.380000 sec): 3 clusters
  Score: Raw -2101846.997286 + Penalty 3186.980942 = -2098660.016344
  nChanged 4
		SP:Iteration 63Q (128996.690000 sec): 3 clusters
  Score: Raw -2101847.650877 + Penalty 3186.980942 = -2098660.669935
  nChanged 2
		SP:Iteration 64Q (128997.000000 sec): 3 clusters
  Score: Raw -2101848.055659 + Penalty 3186.980942 = -2098661.074717
  nChanged 1
		SP:Iteration 65Q (128997.310000 sec): 3 clusters
  Score: Raw -2101848.248466 + Penalty 3186.980942 = -2098661.267523
  nChanged 0
		SP:Iteration 66F (128997.600000 sec): 3 clusters
  Score: Raw -2101848.248466 + Penalty 3186.980942 = -2098661.267523
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128997.740000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128997.850000 sec): 3 clusters
  Score: Raw -59123.068208 + Penalty 2040.519463 = -57082.548746
  nChanged 121
		SP:Iteration 1F (128998.030000 sec): 3 clusters
  Score: Raw -59282.533372 + Penalty 2040.519463 = -57242.013909
  nChanged 33
		SP:Iteration 2F (128998.160000 sec): 3 clusters
  Score: Raw -59350.156857 + Penalty 2040.519463 = -57309.637394
  nChanged 25
		SP:Iteration 3Q (128998.300000 sec): 3 clusters
  Score: Raw -59396.119508 + Penalty 2040.519463 = -57355.600045
  nChanged 13
		SP:Iteration 4Q (128998.450000 sec): 3 clusters
  Score: Raw -59422.022694 + Penalty 2040.519463 = -57381.503231
  nChanged 10
		SP:Iteration 5Q (128998.600000 sec): 3 clusters
  Score: Raw -59436.049794 + Penalty 2040.519463 = -57395.530331
  nChanged 5
		SP:Iteration 6Q (128998.740000 sec): 3 clusters
  Score: Raw -59448.814198 + Penalty 2040.519463 = -57408.294735
  nChanged 2
		SP:Iteration 7Q (128998.890000 sec): 3 clusters
  Score: Raw -59449.590689 + Penalty 2040.519463 = -57409.071226
  nChanged 0
		SP:Iteration 8F (128999.020000 sec): 3 clusters
  Score: Raw -59449.590689 + Penalty 2040.519463 = -57409.071226
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (61486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128999.520000 sec): 2 clusters
  Score: Raw -7192175.849423 + Penalty 1791.816778 = -7190384.032645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129000.080000 sec): 3 clusters
  Score: Raw -7153026.683509 + Penalty 3583.633555 = -7149443.049953
  nChanged 28930
		SP:Iteration 1F (129000.680000 sec): 3 clusters
  Score: Raw -7169681.939349 + Penalty 3583.633555 = -7166098.305794
  nChanged 2856
		SP:Iteration 2Q (129001.250000 sec): 3 clusters
  Score: Raw -7170852.779572 + Penalty 3583.633555 = -7167269.146017
  nChanged 3203
		SP:Iteration 3F (129001.760000 sec): 3 clusters
  Score: Raw -7172545.689025 + Penalty 3583.633555 = -7168962.055470
  nChanged 3822
		SP:Iteration 4F (129002.310000 sec): 3 clusters
  Score: Raw -7175036.896943 + Penalty 3583.633555 = -7171453.263387
  nChanged 4472
		SP:Iteration 5F (129002.850000 sec): 3 clusters
  Score: Raw -7178483.423401 + Penalty 3583.633555 = -7174899.789846
  nChanged 4801
		SP:Iteration 6F (129003.370000 sec): 3 clusters
  Score: Raw -7182672.166007 + Penalty 3583.633555 = -7179088.532451
  nChanged 4363
		SP:Iteration 7F (129003.930000 sec): 3 clusters
  Score: Raw -7186728.392393 + Penalty 3583.633555 = -7183144.758838
  nChanged 3147
		SP:Iteration 8F (129004.480000 sec): 3 clusters
  Score: Raw -7189689.376390 + Penalty 3583.633555 = -7186105.742835
  nChanged 1681
		SP:Iteration 9Q (129005.020000 sec): 3 clusters
  Score: Raw -7191218.712734 + Penalty 3583.633555 = -7187635.079178
  nChanged 754
		SP:Iteration 10Q (129005.570000 sec): 3 clusters
  Score: Raw -7191888.626704 + Penalty 3583.633555 = -7188304.993148
  nChanged 284
		SP:Iteration 11Q (129006.110000 sec): 3 clusters
  Score: Raw -7192159.494972 + Penalty 3583.633555 = -7188575.861417
  nChanged 109
		SP:Iteration 12Q (129006.630000 sec): 3 clusters
  Score: Raw -7192277.888788 + Penalty 3583.633555 = -7188694.255233
  nChanged 58
		SP:Iteration 13Q (129007.130000 sec): 3 clusters
  Score: Raw -7192338.732032 + Penalty 3583.633555 = -7188755.098477
  nChanged 28
		SP:Iteration 14Q (129007.650000 sec): 3 clusters
  Score: Raw -7192367.372632 + Penalty 3583.633555 = -7188783.739076
  nChanged 20
		SP:Iteration 15Q (129008.170000 sec): 3 clusters
  Score: Raw -7192383.517806 + Penalty 3583.633555 = -7188799.884251
  nChanged 10
		SP:Iteration 16Q (129008.690000 sec): 3 clusters
  Score: Raw -7192390.128222 + Penalty 3583.633555 = -7188806.494667
  nChanged 11
		SP:Iteration 17Q (129009.200000 sec): 3 clusters
  Score: Raw -7192399.301670 + Penalty 3583.633555 = -7188815.668115
  nChanged 9
		SP:Iteration 18Q (129009.700000 sec): 3 clusters
  Score: Raw -7192408.246765 + Penalty 3583.633555 = -7188824.613209
  nChanged 8
		SP:Iteration 19Q (129010.190000 sec): 3 clusters
  Score: Raw -7192417.486008 + Penalty 3583.633555 = -7188833.852452
  nChanged 9
		SP:Iteration 20F (129010.750000 sec): 3 clusters
  Score: Raw -7192426.921506 + Penalty 3583.633555 = -7188843.287951
  nChanged 5
		SP:Iteration 21Q (129011.280000 sec): 3 clusters
  Score: Raw -7192431.336198 + Penalty 3583.633555 = -7188847.702643
  nChanged 5
		SP:Iteration 22Q (129011.810000 sec): 3 clusters
  Score: Raw -7192436.892413 + Penalty 3583.633555 = -7188853.258858
  nChanged 5
		SP:Iteration 23Q (129012.370000 sec): 3 clusters
  Score: Raw -7192439.704026 + Penalty 3583.633555 = -7188856.070470
  nChanged 1
		SP:Iteration 24Q (129012.900000 sec): 3 clusters
  Score: Raw -7192440.195875 + Penalty 3583.633555 = -7188856.562320
  nChanged 1
		SP:Iteration 25Q (129013.410000 sec): 3 clusters
  Score: Raw -7192441.073484 + Penalty 3583.633555 = -7188857.439928
  nChanged 1
		SP:Iteration 26Q (129013.950000 sec): 3 clusters
  Score: Raw -7192441.835349 + Penalty 3583.633555 = -7188858.201794
  nChanged 1
		SP:Iteration 27Q (129014.570000 sec): 3 clusters
  Score: Raw -7192443.224424 + Penalty 3583.633555 = -7188859.590869
  nChanged 1
		SP:Iteration 28Q (129015.050000 sec): 3 clusters
  Score: Raw -7192444.473928 + Penalty 3583.633555 = -7188860.840373
  nChanged 0
		SP:Iteration 29F (129015.580000 sec): 3 clusters
  Score: Raw -7192444.473928 + Penalty 3583.633555 = -7188860.840373
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (100726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129016.160000 sec): 2 clusters
  Score: Raw -11426649.004091 + Penalty 1872.025876 = -11424776.978215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129016.890000 sec): 3 clusters
  Score: Raw -11360963.319661 + Penalty 3744.051752 = -11357219.267909
  nChanged 48466
		SP:Iteration 1F (129017.600000 sec): 3 clusters
  Score: Raw -11390020.468045 + Penalty 3744.051752 = -11386276.416293
  nChanged 4289
		SP:Iteration 2Q (129018.380000 sec): 3 clusters
  Score: Raw -11391550.116343 + Penalty 3744.051752 = -11387806.064591
  nChanged 4716
		SP:Iteration 3Q (129019.240000 sec): 3 clusters
  Score: Raw -11393403.164897 + Penalty 3744.051752 = -11389659.113145
  nChanged 5149
		SP:Iteration 4F (129019.950000 sec): 3 clusters
  Score: Raw -11395667.851968 + Penalty 3744.051752 = -11391923.800216
  nChanged 5415
		SP:Iteration 5F (129020.700000 sec): 3 clusters
  Score: Raw -11398333.452254 + Penalty 3744.051752 = -11394589.400502
  nChanged 5526
		SP:Iteration 6F (129021.530000 sec): 3 clusters
  Score: Raw -11401313.260074 + Penalty 3744.051752 = -11397569.208321
  nChanged 5451
		SP:Iteration 7F (129022.270000 sec): 3 clusters
  Score: Raw -11404600.999005 + Penalty 3744.051752 = -11400856.947252
  nChanged 5404
		SP:Iteration 8F (129022.960000 sec): 3 clusters
  Score: Raw -11407995.263252 + Penalty 3744.051752 = -11404251.211500
  nChanged 5097
		SP:Iteration 9F (129023.760000 sec): 3 clusters
  Score: Raw -11411330.737800 + Penalty 3744.051752 = -11407586.686048
  nChanged 4533
		SP:Iteration 10Q (129024.510000 sec): 3 clusters
  Score: Raw -11414453.377795 + Penalty 3744.051752 = -11410709.326043
  nChanged 4031
		SP:Iteration 11Q (129025.320000 sec): 3 clusters
  Score: Raw -11417176.396612 + Penalty 3744.051752 = -11413432.344859
  nChanged 3561
		SP:Iteration 12Q (129026.020000 sec): 3 clusters
  Score: Raw -11419603.317041 + Penalty 3744.051752 = -11415859.265289
  nChanged 3045
		SP:Iteration 13Q (129026.740000 sec): 3 clusters
  Score: Raw -11421720.077419 + Penalty 3744.051752 = -11417976.025667
  nChanged 2529
		SP:Iteration 14Q (129027.580000 sec): 3 clusters
  Score: Raw -11423499.543069 + Penalty 3744.051752 = -11419755.491317
  nChanged 1917
		SP:Iteration 15Q (129028.270000 sec): 3 clusters
  Score: Raw -11424870.675907 + Penalty 3744.051752 = -11421126.624155
  nChanged 1463
		SP:Iteration 16Q (129029.010000 sec): 3 clusters
  Score: Raw -11425896.452206 + Penalty 3744.051752 = -11422152.400453
  nChanged 1008
		SP:Iteration 17Q (129029.680000 sec): 3 clusters
  Score: Raw -11426557.316819 + Penalty 3744.051752 = -11422813.265066
  nChanged 765
		SP:Iteration 18Q (129030.300000 sec): 3 clusters
  Score: Raw -11427022.484965 + Penalty 3744.051752 = -11423278.433213
  nChanged 574
		SP:Iteration 19Q (129030.940000 sec): 3 clusters
  Score: Raw -11427325.128719 + Penalty 3744.051752 = -11423581.076967
  nChanged 422
		SP:Iteration 20F (129031.710000 sec): 3 clusters
  Score: Raw -11427522.186391 + Penalty 3744.051752 = -11423778.134638
  nChanged 333
		SP:Iteration 21Q (129032.460000 sec): 3 clusters
  Score: Raw -11427678.513834 + Penalty 3744.051752 = -11423934.462082
  nChanged 261
		SP:Iteration 22Q (129033.120000 sec): 3 clusters
  Score: Raw -11427785.219669 + Penalty 3744.051752 = -11424041.167916
  nChanged 214
		SP:Iteration 23Q (129033.810000 sec): 3 clusters
  Score: Raw -11427868.022649 + Penalty 3744.051752 = -11424123.970897
  nChanged 176
		SP:Iteration 24Q (129034.480000 sec): 3 clusters
  Score: Raw -11427931.557139 + Penalty 3744.051752 = -11424187.505386
  nChanged 131
		SP:Iteration 25Q (129035.200000 sec): 3 clusters
  Score: Raw -11427971.671979 + Penalty 3744.051752 = -11424227.620227
  nChanged 94
		SP:Iteration 26Q (129035.920000 sec): 3 clusters
  Score: Raw -11427999.277913 + Penalty 3744.051752 = -11424255.226161
  nChanged 74
		SP:Iteration 27Q (129036.530000 sec): 3 clusters
  Score: Raw -11428021.573256 + Penalty 3744.051752 = -11424277.521503
  nChanged 72
		SP:Iteration 28Q (129037.200000 sec): 3 clusters
  Score: Raw -11428037.816681 + Penalty 3744.051752 = -11424293.764929
  nChanged 51
		SP:Iteration 29Q (129037.940000 sec): 3 clusters
  Score: Raw -11428048.571212 + Penalty 3744.051752 = -11424304.519460
  nChanged 45
		SP:Iteration 30Q (129038.730000 sec): 3 clusters
  Score: Raw -11428059.934455 + Penalty 3744.051752 = -11424315.882702
  nChanged 42
		SP:Iteration 31Q (129039.460000 sec): 3 clusters
  Score: Raw -11428066.684677 + Penalty 3744.051752 = -11424322.632925
  nChanged 30
		SP:Iteration 32Q (129040.060000 sec): 3 clusters
  Score: Raw -11428071.390537 + Penalty 3744.051752 = -11424327.338785
  nChanged 30
		SP:Iteration 33Q (129040.730000 sec): 3 clusters
  Score: Raw -11428075.530252 + Penalty 3744.051752 = -11424331.478500
  nChanged 20
		SP:Iteration 34Q (129041.500000 sec): 3 clusters
  Score: Raw -11428078.379555 + Penalty 3744.051752 = -11424334.327803
  nChanged 16
		SP:Iteration 35Q (129042.220000 sec): 3 clusters
  Score: Raw -11428080.489672 + Penalty 3744.051752 = -11424336.437920
  nChanged 11
		SP:Iteration 36Q (129042.900000 sec): 3 clusters
  Score: Raw -11428082.370101 + Penalty 3744.051752 = -11424338.318348
  nChanged 14
		SP:Iteration 37Q (129043.540000 sec): 3 clusters
  Score: Raw -11428084.524217 + Penalty 3744.051752 = -11424340.472465
  nChanged 11
		SP:Iteration 38Q (129044.180000 sec): 3 clusters
  Score: Raw -11428085.704473 + Penalty 3744.051752 = -11424341.652721
  nChanged 8
		SP:Iteration 39Q (129044.860000 sec): 3 clusters
  Score: Raw -11428086.462180 + Penalty 3744.051752 = -11424342.410428
  nChanged 4
		SP:Iteration 40F (129045.660000 sec): 3 clusters
  Score: Raw -11428087.001890 + Penalty 3744.051752 = -11424342.950137
  nChanged 2
		SP:Iteration 41Q (129046.320000 sec): 3 clusters
  Score: Raw -11428088.010231 + Penalty 3744.051752 = -11424343.958479
  nChanged 7
		SP:Iteration 42Q (129047.070000 sec): 3 clusters
  Score: Raw -11428089.254506 + Penalty 3744.051752 = -11424345.202753
  nChanged 4
		SP:Iteration 43Q (129047.780000 sec): 3 clusters
  Score: Raw -11428089.866802 + Penalty 3744.051752 = -11424345.815050
  nChanged 6
		SP:Iteration 44Q (129048.460000 sec): 3 clusters
  Score: Raw -11428090.937444 + Penalty 3744.051752 = -11424346.885692
  nChanged 6
		SP:Iteration 45Q (129049.190000 sec): 3 clusters
  Score: Raw -11428091.784144 + Penalty 3744.051752 = -11424347.732391
  nChanged 8
		SP:Iteration 46Q (129049.980000 sec): 3 clusters
  Score: Raw -11428092.620509 + Penalty 3744.051752 = -11424348.568757
  nChanged 7
		SP:Iteration 47Q (129050.830000 sec): 3 clusters
  Score: Raw -11428093.340599 + Penalty 3744.051752 = -11424349.288846
  nChanged 7
		SP:Iteration 48Q (129051.630000 sec): 3 clusters
  Score: Raw -11428094.148899 + Penalty 3744.051752 = -11424350.097147
  nChanged 8
		SP:Iteration 49Q (129052.430000 sec): 3 clusters
  Score: Raw -11428095.234693 + Penalty 3744.051752 = -11424351.182941
  nChanged 6
		SP:Iteration 50Q (129053.270000 sec): 3 clusters
  Score: Raw -11428095.926915 + Penalty 3744.051752 = -11424351.875163
  nChanged 7
		SP:Iteration 51Q (129054.110000 sec): 3 clusters
  Score: Raw -11428097.092909 + Penalty 3744.051752 = -11424353.041157
  nChanged 9
		SP:Iteration 52Q (129054.950000 sec): 3 clusters
  Score: Raw -11428098.476873 + Penalty 3744.051752 = -11424354.425120
  nChanged 10
		SP:Iteration 53Q (129055.740000 sec): 3 clusters
  Score: Raw -11428099.652909 + Penalty 3744.051752 = -11424355.601157
  nChanged 9
		SP:Iteration 54Q (129056.540000 sec): 3 clusters
  Score: Raw -11428100.891247 + Penalty 3744.051752 = -11424356.839495
  nChanged 10
		SP:Iteration 55Q (129057.340000 sec): 3 clusters
  Score: Raw -11428101.833681 + Penalty 3744.051752 = -11424357.781928
  nChanged 7
		SP:Iteration 56Q (129058.140000 sec): 3 clusters
  Score: Raw -11428102.763465 + Penalty 3744.051752 = -11424358.711713
  nChanged 5
		SP:Iteration 57Q (129058.970000 sec): 3 clusters
  Score: Raw -11428103.610803 + Penalty 3744.051752 = -11424359.559051
  nChanged 4
		SP:Iteration 58Q (129059.810000 sec): 3 clusters
  Score: Raw -11428104.200141 + Penalty 3744.051752 = -11424360.148388
  nChanged 3
		SP:Iteration 59Q (129060.650000 sec): 3 clusters
  Score: Raw -11428104.450764 + Penalty 3744.051752 = -11424360.399012
  nChanged 0
		SP:Iteration 60F (129061.580000 sec): 3 clusters
  Score: Raw -11428104.450764 + Penalty 3744.051752 = -11424360.399012
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129061.900000 sec): 2 clusters
  Score: Raw -4573167.300541 + Penalty 1711.495965 = -4571455.804576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129062.330000 sec): 3 clusters
  Score: Raw -4549621.789145 + Penalty 3422.991930 = -4546198.797215
  nChanged 17501
		SP:Iteration 1F (129062.760000 sec): 3 clusters
  Score: Raw -4559717.174412 + Penalty 3422.991930 = -4556294.182482
  nChanged 1888
		SP:Iteration 2F (129063.240000 sec): 3 clusters
  Score: Raw -4560490.811342 + Penalty 3422.991930 = -4557067.819412
  nChanged 1946
		SP:Iteration 3F (129063.720000 sec): 3 clusters
  Score: Raw -4561462.465719 + Penalty 3422.991930 = -4558039.473790
  nChanged 2142
		SP:Iteration 4F (129064.200000 sec): 3 clusters
  Score: Raw -4562769.409027 + Penalty 3422.991930 = -4559346.417097
  nChanged 2477
		SP:Iteration 5F (129064.690000 sec): 3 clusters
  Score: Raw -4564558.847978 + Penalty 3422.991930 = -4561135.856048
  nChanged 2490
		SP:Iteration 6F (129065.040000 sec): 3 clusters
  Score: Raw -4566593.269401 + Penalty 3422.991930 = -4563170.277471
  nChanged 2335
		SP:Iteration 7F (129065.410000 sec): 3 clusters
  Score: Raw -4568616.316535 + Penalty 3422.991930 = -4565193.324605
  nChanged 1903
		SP:Iteration 8F (129065.780000 sec): 3 clusters
  Score: Raw -4570293.031784 + Penalty 3422.991930 = -4566870.039854
  nChanged 1316
		SP:Iteration 9Q (129066.160000 sec): 3 clusters
  Score: Raw -4571406.416218 + Penalty 3422.991930 = -4567983.424288
  nChanged 884
		SP:Iteration 10Q (129066.560000 sec): 3 clusters
  Score: Raw -4572125.909322 + Penalty 3422.991930 = -4568702.917392
  nChanged 599
		SP:Iteration 11Q (129066.910000 sec): 3 clusters
  Score: Raw -4572609.844665 + Penalty 3422.991930 = -4569186.852735
  nChanged 371
		SP:Iteration 12Q (129067.310000 sec): 3 clusters
  Score: Raw -4572884.136989 + Penalty 3422.991930 = -4569461.145059
  nChanged 242
		SP:Iteration 13Q (129067.670000 sec): 3 clusters
  Score: Raw -4573059.799465 + Penalty 3422.991930 = -4569636.807535
  nChanged 184
		SP:Iteration 14Q (129068.070000 sec): 3 clusters
  Score: Raw -4573198.560714 + Penalty 3422.991930 = -4569775.568784
  nChanged 140
		SP:Iteration 15Q (129068.400000 sec): 3 clusters
  Score: Raw -4573305.666428 + Penalty 3422.991930 = -4569882.674498
  nChanged 108
		SP:Iteration 16Q (129068.760000 sec): 3 clusters
  Score: Raw -4573380.936171 + Penalty 3422.991930 = -4569957.944241
  nChanged 87
		SP:Iteration 17Q (129069.140000 sec): 3 clusters
  Score: Raw -4573437.330353 + Penalty 3422.991930 = -4570014.338423
  nChanged 66
		SP:Iteration 18Q (129069.500000 sec): 3 clusters
  Score: Raw -4573472.852462 + Penalty 3422.991930 = -4570049.860532
  nChanged 40
		SP:Iteration 19Q (129069.870000 sec): 3 clusters
  Score: Raw -4573493.487371 + Penalty 3422.991930 = -4570070.495441
  nChanged 30
		SP:Iteration 20F (129070.360000 sec): 3 clusters
  Score: Raw -4573506.559213 + Penalty 3422.991930 = -4570083.567283
  nChanged 24
		SP:Iteration 21Q (129070.740000 sec): 3 clusters
  Score: Raw -4573522.188857 + Penalty 3422.991930 = -4570099.196927
  nChanged 36
		SP:Iteration 22Q (129071.020000 sec): 3 clusters
  Score: Raw -4573543.963353 + Penalty 3422.991930 = -4570120.971423
  nChanged 29
		SP:Iteration 23Q (129071.360000 sec): 3 clusters
  Score: Raw -4573562.029231 + Penalty 3422.991930 = -4570139.037301
  nChanged 22
		SP:Iteration 24Q (129071.760000 sec): 3 clusters
  Score: Raw -4573571.336507 + Penalty 3422.991930 = -4570148.344578
  nChanged 7
		SP:Iteration 25Q (129072.100000 sec): 3 clusters
  Score: Raw -4573573.420076 + Penalty 3422.991930 = -4570150.428146
  nChanged 7
		SP:Iteration 26Q (129072.500000 sec): 3 clusters
  Score: Raw -4573576.035850 + Penalty 3422.991930 = -4570153.043920
  nChanged 8
		SP:Iteration 27Q (129072.890000 sec): 3 clusters
  Score: Raw -4573579.162607 + Penalty 3422.991930 = -4570156.170677
  nChanged 4
		SP:Iteration 28Q (129073.320000 sec): 3 clusters
  Score: Raw -4573581.575956 + Penalty 3422.991930 = -4570158.584026
  nChanged 8
		SP:Iteration 29Q (129073.680000 sec): 3 clusters
  Score: Raw -4573584.401717 + Penalty 3422.991930 = -4570161.409787
  nChanged 9
		SP:Iteration 30Q (129074.060000 sec): 3 clusters
  Score: Raw -4573589.641996 + Penalty 3422.991930 = -4570166.650066
  nChanged 8
		SP:Iteration 31Q (129074.450000 sec): 3 clusters
  Score: Raw -4573593.583282 + Penalty 3422.991930 = -4570170.591352
  nChanged 11
		SP:Iteration 32Q (129074.720000 sec): 3 clusters
  Score: Raw -4573600.111483 + Penalty 3422.991930 = -4570177.119553
  nChanged 4
		SP:Iteration 33Q (129075.160000 sec): 3 clusters
  Score: Raw -4573601.296724 + Penalty 3422.991930 = -4570178.304795
  nChanged 2
		SP:Iteration 34Q (129075.500000 sec): 3 clusters
  Score: Raw -4573602.275219 + Penalty 3422.991930 = -4570179.283289
  nChanged 1
		SP:Iteration 35Q (129075.900000 sec): 3 clusters
  Score: Raw -4573602.406518 + Penalty 3422.991930 = -4570179.414589
  nChanged 0
		SP:Iteration 36F (129076.300000 sec): 3 clusters
  Score: Raw -4573602.406518 + Penalty 3422.991930 = -4570179.414589
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (314064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129077.910000 sec): 2 clusters
  Score: Raw -38206190.436893 + Penalty 2056.819711 = -38204133.617182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129079.800000 sec): 3 clusters
  Score: Raw -37996062.701387 + Penalty 4113.639421 = -37991949.061965
  nChanged 152979
		SP:Iteration 1F (129081.690000 sec): 3 clusters
  Score: Raw -38088344.622454 + Penalty 4113.639421 = -38084230.983033
  nChanged 10881
		SP:Iteration 2Q (129083.610000 sec): 3 clusters
  Score: Raw -38091651.648006 + Penalty 4113.639421 = -38087538.008585
  nChanged 14939
		SP:Iteration 3Q (129085.560000 sec): 3 clusters
  Score: Raw -38098154.737963 + Penalty 4113.639421 = -38094041.098542
  nChanged 20791
		SP:Iteration 4F (129087.480000 sec): 3 clusters
  Score: Raw -38110906.066248 + Penalty 4113.639421 = -38106792.426826
  nChanged 27134
		SP:Iteration 5F (129089.430000 sec): 3 clusters
  Score: Raw -38132426.607039 + Penalty 4113.639421 = -38128312.967617
  nChanged 29042
		SP:Iteration 6F (129091.250000 sec): 3 clusters
  Score: Raw -38159217.524911 + Penalty 4113.639421 = -38155103.885489
  nChanged 23986
		SP:Iteration 7F (129093.270000 sec): 3 clusters
  Score: Raw -38183254.381362 + Penalty 4113.639421 = -38179140.741941
  nChanged 14713
		SP:Iteration 8Q (129095.300000 sec): 3 clusters
  Score: Raw -38198315.853181 + Penalty 4113.639421 = -38194202.213760
  nChanged 6167
		SP:Iteration 9Q (129097.300000 sec): 3 clusters
  Score: Raw -38204339.209437 + Penalty 4113.639421 = -38200225.570015
  nChanged 1622
		SP:Iteration 10Q (129099.160000 sec): 3 clusters
  Score: Raw -38205832.322007 + Penalty 4113.639421 = -38201718.682585
  nChanged 342
		SP:Iteration 11Q (129100.890000 sec): 3 clusters
  Score: Raw -38206197.811409 + Penalty 4113.639421 = -38202084.171988
  nChanged 88
		SP:Iteration 12Q (129102.640000 sec): 3 clusters
  Score: Raw -38206321.805436 + Penalty 4113.639421 = -38202208.166014
  nChanged 22
		SP:Iteration 13Q (129104.500000 sec): 3 clusters
  Score: Raw -38206366.249434 + Penalty 4113.639421 = -38202252.610012
  nChanged 13
		SP:Iteration 14Q (129106.230000 sec): 3 clusters
  Score: Raw -38206392.251089 + Penalty 4113.639421 = -38202278.611667
  nChanged 11
		SP:Iteration 15Q (129107.930000 sec): 3 clusters
  Score: Raw -38206409.350397 + Penalty 4113.639421 = -38202295.710976
  nChanged 2
		SP:Iteration 16Q (129109.740000 sec): 3 clusters
  Score: Raw -38206412.541428 + Penalty 4113.639421 = -38202298.902006
  nChanged 2
		SP:Iteration 17Q (129111.560000 sec): 3 clusters
  Score: Raw -38206416.527250 + Penalty 4113.639421 = -38202302.887829
  nChanged 1
		SP:Iteration 18Q (129113.160000 sec): 3 clusters
  Score: Raw -38206417.819820 + Penalty 4113.639421 = -38202304.180399
  nChanged 0
		SP:Iteration 19F (129115.100000 sec): 3 clusters
  Score: Raw -38206417.819820 + Penalty 4113.639421 = -38202304.180399
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (71982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129115.790000 sec): 2 clusters
  Score: Raw -8545573.956887 + Penalty 1817.427847 = -8543756.529040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129116.530000 sec): 3 clusters
  Score: Raw -8499271.347369 + Penalty 3634.855694 = -8495636.491675
  nChanged 34249
		SP:Iteration 1F (129117.100000 sec): 3 clusters
  Score: Raw -8519351.156616 + Penalty 3634.855694 = -8515716.300921
  nChanged 3726
		SP:Iteration 2F (129117.640000 sec): 3 clusters
  Score: Raw -8520954.028256 + Penalty 3634.855694 = -8517319.172562
  nChanged 4656
		SP:Iteration 3F (129118.270000 sec): 3 clusters
  Score: Raw -8523632.837170 + Penalty 3634.855694 = -8519997.981475
  nChanged 5613
		SP:Iteration 4F (129118.830000 sec): 3 clusters
  Score: Raw -8527764.400641 + Penalty 3634.855694 = -8524129.544947
  nChanged 6087
		SP:Iteration 5F (129119.380000 sec): 3 clusters
  Score: Raw -8533056.942584 + Penalty 3634.855694 = -8529422.086890
  nChanged 5465
		SP:Iteration 6F (129120.020000 sec): 3 clusters
  Score: Raw -8538344.001326 + Penalty 3634.855694 = -8534709.145632
  nChanged 4027
		SP:Iteration 7F (129120.640000 sec): 3 clusters
  Score: Raw -8542357.246417 + Penalty 3634.855694 = -8538722.390722
  nChanged 2204
		SP:Iteration 8Q (129121.290000 sec): 3 clusters
  Score: Raw -8544494.032235 + Penalty 3634.855694 = -8540859.176540
  nChanged 885
		SP:Iteration 9Q (129121.950000 sec): 3 clusters
  Score: Raw -8545318.028293 + Penalty 3634.855694 = -8541683.172599
  nChanged 284
		SP:Iteration 10Q (129122.490000 sec): 3 clusters
  Score: Raw -8545600.492954 + Penalty 3634.855694 = -8541965.637260
  nChanged 91
		SP:Iteration 11Q (129123.060000 sec): 3 clusters
  Score: Raw -8545706.058056 + Penalty 3634.855694 = -8542071.202362
  nChanged 45
		SP:Iteration 12Q (129123.570000 sec): 3 clusters
  Score: Raw -8545764.615887 + Penalty 3634.855694 = -8542129.760193
  nChanged 36
		SP:Iteration 13Q (129124.040000 sec): 3 clusters
  Score: Raw -8545806.756746 + Penalty 3634.855694 = -8542171.901052
  nChanged 22
		SP:Iteration 14Q (129124.600000 sec): 3 clusters
  Score: Raw -8545830.290725 + Penalty 3634.855694 = -8542195.435030
  nChanged 10
		SP:Iteration 15Q (129125.240000 sec): 3 clusters
  Score: Raw -8545837.746728 + Penalty 3634.855694 = -8542202.891034
  nChanged 2
		SP:Iteration 16Q (129125.770000 sec): 3 clusters
  Score: Raw -8545839.050934 + Penalty 3634.855694 = -8542204.195239
  nChanged 2
		SP:Iteration 17Q (129126.270000 sec): 3 clusters
  Score: Raw -8545843.121894 + Penalty 3634.855694 = -8542208.266200
  nChanged 3
		SP:Iteration 18Q (129126.780000 sec): 3 clusters
  Score: Raw -8545845.925210 + Penalty 3634.855694 = -8542211.069515
  nChanged 2
		SP:Iteration 19Q (129127.410000 sec): 3 clusters
  Score: Raw -8545847.968882 + Penalty 3634.855694 = -8542213.113188
  nChanged 3
		SP:Iteration 20F (129127.950000 sec): 3 clusters
  Score: Raw -8545851.041787 + Penalty 3634.855694 = -8542216.186092
  nChanged 3
		SP:Iteration 21Q (129128.490000 sec): 3 clusters
  Score: Raw -8545853.921242 + Penalty 3634.855694 = -8542219.065548
  nChanged 2
		SP:Iteration 22Q (129129.080000 sec): 3 clusters
  Score: Raw -8545856.581775 + Penalty 3634.855694 = -8542221.726081
  nChanged 2
		SP:Iteration 23Q (129129.710000 sec): 3 clusters
  Score: Raw -8545860.858496 + Penalty 3634.855694 = -8542226.002802
  nChanged 1
		SP:Iteration 24Q (129130.280000 sec): 3 clusters
  Score: Raw -8545862.657123 + Penalty 3634.855694 = -8542227.801429
  nChanged 1
		SP:Iteration 25Q (129130.820000 sec): 3 clusters
  Score: Raw -8545863.974152 + Penalty 3634.855694 = -8542229.118458
  nChanged 2
		SP:Iteration 26Q (129131.270000 sec): 3 clusters
  Score: Raw -8545865.086890 + Penalty 3634.855694 = -8542230.231196
  nChanged 1
		SP:Iteration 27Q (129131.740000 sec): 3 clusters
  Score: Raw -8545866.377985 + Penalty 3634.855694 = -8542231.522291
  nChanged 0
		SP:Iteration 28F (129132.320000 sec): 3 clusters
  Score: Raw -8545866.377985 + Penalty 3634.855694 = -8542231.522291
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129132.510000 sec): 2 clusters
  Score: Raw -677885.043736 + Penalty 1426.678087 = -676458.365649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129132.730000 sec): 3 clusters
  Score: Raw -674475.934190 + Penalty 2853.356173 = -671622.578017
  nChanged 2631
		SP:Iteration 1F (129132.930000 sec): 3 clusters
  Score: Raw -676157.707818 + Penalty 2853.356173 = -673304.351645
  nChanged 557
		SP:Iteration 2F (129133.090000 sec): 3 clusters
  Score: Raw -676671.147993 + Penalty 2853.356173 = -673817.791819
  nChanged 543
		SP:Iteration 3F (129133.340000 sec): 3 clusters
  Score: Raw -677150.831801 + Penalty 2853.356173 = -674297.475628
  nChanged 470
		SP:Iteration 4F (129133.590000 sec): 3 clusters
  Score: Raw -677521.256918 + Penalty 2853.356173 = -674667.900745
  nChanged 344
		SP:Iteration 5F (129133.810000 sec): 3 clusters
  Score: Raw -677792.909485 + Penalty 2853.356173 = -674939.553312
  nChanged 295
		SP:Iteration 6Q (129134.050000 sec): 3 clusters
  Score: Raw -678016.018449 + Penalty 2853.356173 = -675162.662276
  nChanged 242
		SP:Iteration 7Q (129134.260000 sec): 3 clusters
  Score: Raw -678173.022238 + Penalty 2853.356173 = -675319.666065
  nChanged 175
		SP:Iteration 8Q (129134.450000 sec): 3 clusters
  Score: Raw -678261.243040 + Penalty 2853.356173 = -675407.886867
  nChanged 153
		SP:Iteration 9Q (129134.660000 sec): 3 clusters
  Score: Raw -678319.614655 + Penalty 2853.356173 = -675466.258482
  nChanged 95
		SP:Iteration 10Q (129134.890000 sec): 3 clusters
  Score: Raw -678348.502295 + Penalty 2853.356173 = -675495.146122
  nChanged 67
		SP:Iteration 11Q (129135.060000 sec): 3 clusters
  Score: Raw -678369.628724 + Penalty 2853.356173 = -675516.272551
  nChanged 59
		SP:Iteration 12Q (129135.220000 sec): 3 clusters
  Score: Raw -678393.717914 + Penalty 2853.356173 = -675540.361741
  nChanged 54
		SP:Iteration 13Q (129135.360000 sec): 3 clusters
  Score: Raw -678413.759549 + Penalty 2853.356173 = -675560.403376
  nChanged 54
		SP:Iteration 14Q (129135.560000 sec): 3 clusters
  Score: Raw -678429.677718 + Penalty 2853.356173 = -675576.321545
  nChanged 51
		SP:Iteration 15Q (129135.740000 sec): 3 clusters
  Score: Raw -678448.052232 + Penalty 2853.356173 = -675594.696059
  nChanged 56
		SP:Iteration 16Q (129135.990000 sec): 3 clusters
  Score: Raw -678465.673703 + Penalty 2853.356173 = -675612.317530
  nChanged 47
		SP:Iteration 17Q (129136.200000 sec): 3 clusters
  Score: Raw -678479.984913 + Penalty 2853.356173 = -675626.628740
  nChanged 48
		SP:Iteration 18Q (129136.380000 sec): 3 clusters
  Score: Raw -678493.533313 + Penalty 2853.356173 = -675640.177140
  nChanged 36
		SP:Iteration 19Q (129136.570000 sec): 3 clusters
  Score: Raw -678503.488231 + Penalty 2853.356173 = -675650.132058
  nChanged 36
		SP:Iteration 20F (129136.720000 sec): 3 clusters
  Score: Raw -678511.452941 + Penalty 2853.356173 = -675658.096767
  nChanged 25
		SP:Iteration 21Q (129136.910000 sec): 3 clusters
  Score: Raw -678517.604544 + Penalty 2853.356173 = -675664.248370
  nChanged 29
		SP:Iteration 22Q (129137.090000 sec): 3 clusters
  Score: Raw -678523.489610 + Penalty 2853.356173 = -675670.133437
  nChanged 17
		SP:Iteration 23Q (129137.220000 sec): 3 clusters
  Score: Raw -678527.181618 + Penalty 2853.356173 = -675673.825445
  nChanged 14
		SP:Iteration 24Q (129137.410000 sec): 3 clusters
  Score: Raw -678529.361038 + Penalty 2853.356173 = -675676.004864
  nChanged 4
		SP:Iteration 25Q (129137.630000 sec): 3 clusters
  Score: Raw -678529.995200 + Penalty 2853.356173 = -675676.639027
  nChanged 4
		SP:Iteration 26Q (129137.820000 sec): 3 clusters
  Score: Raw -678530.546538 + Penalty 2853.356173 = -675677.190365
  nChanged 3
		SP:Iteration 27Q (129138.010000 sec): 3 clusters
  Score: Raw -678530.788808 + Penalty 2853.356173 = -675677.432635
  nChanged 1
		SP:Iteration 28Q (129138.190000 sec): 3 clusters
  Score: Raw -678530.843884 + Penalty 2853.356173 = -675677.487711
  nChanged 0
		SP:Iteration 29F (129138.330000 sec): 3 clusters
  Score: Raw -678530.843884 + Penalty 2853.356173 = -675677.487711
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (47182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129138.710000 sec): 2 clusters
  Score: Raw -5437021.389491 + Penalty 1748.787258 = -5435272.602233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129139.040000 sec): 3 clusters
  Score: Raw -5407293.574264 + Penalty 3497.574516 = -5403795.999748
  nChanged 22082
		SP:Iteration 1F (129139.470000 sec): 3 clusters
  Score: Raw -5419756.317097 + Penalty 3497.574516 = -5416258.742580
  nChanged 2048
		SP:Iteration 2Q (129139.860000 sec): 3 clusters
  Score: Raw -5420353.587006 + Penalty 3497.574516 = -5416856.012489
  nChanged 1953
		SP:Iteration 3Q (129140.310000 sec): 3 clusters
  Score: Raw -5420994.440973 + Penalty 3497.574516 = -5417496.866457
  nChanged 2073
		SP:Iteration 4Q (129140.820000 sec): 3 clusters
  Score: Raw -5421759.121418 + Penalty 3497.574516 = -5418261.546902
  nChanged 2154
		SP:Iteration 5Q (129141.360000 sec): 3 clusters
  Score: Raw -5422758.276267 + Penalty 3497.574516 = -5419260.701750
  nChanged 2430
		SP:Iteration 6F (129141.850000 sec): 3 clusters
  Score: Raw -5424079.559108 + Penalty 3497.574516 = -5420581.984591
  nChanged 2729
		SP:Iteration 7F (129142.310000 sec): 3 clusters
  Score: Raw -5425836.144429 + Penalty 3497.574516 = -5422338.569913
  nChanged 2914
		SP:Iteration 8F (129142.790000 sec): 3 clusters
  Score: Raw -5427957.219245 + Penalty 3497.574516 = -5424459.644729
  nChanged 2895
		SP:Iteration 9F (129143.210000 sec): 3 clusters
  Score: Raw -5430132.702977 + Penalty 3497.574516 = -5426635.128461
  nChanged 2556
		SP:Iteration 10F (129143.610000 sec): 3 clusters
  Score: Raw -5431838.661527 + Penalty 3497.574516 = -5428341.087011
  nChanged 1962
		SP:Iteration 11Q (129144.030000 sec): 3 clusters
  Score: Raw -5432898.424790 + Penalty 3497.574516 = -5429400.850274
  nChanged 1387
		SP:Iteration 12Q (129144.430000 sec): 3 clusters
  Score: Raw -5433446.941805 + Penalty 3497.574516 = -5429949.367288
  nChanged 932
		SP:Iteration 13Q (129144.860000 sec): 3 clusters
  Score: Raw -5433746.150914 + Penalty 3497.574516 = -5430248.576397
  nChanged 737
		SP:Iteration 14Q (129145.410000 sec): 3 clusters
  Score: Raw -5433962.293946 + Penalty 3497.574516 = -5430464.719429
  nChanged 609
		SP:Iteration 15Q (129145.870000 sec): 3 clusters
  Score: Raw -5434135.607619 + Penalty 3497.574516 = -5430638.033103
  nChanged 601
		SP:Iteration 16Q (129146.320000 sec): 3 clusters
  Score: Raw -5434291.169321 + Penalty 3497.574516 = -5430793.594805
  nChanged 526
		SP:Iteration 17Q (129146.720000 sec): 3 clusters
  Score: Raw -5434433.587174 + Penalty 3497.574516 = -5430936.012658
  nChanged 510
		SP:Iteration 18Q (129147.170000 sec): 3 clusters
  Score: Raw -5434578.183573 + Penalty 3497.574516 = -5431080.609056
  nChanged 537
		SP:Iteration 19Q (129147.600000 sec): 3 clusters
  Score: Raw -5434737.271641 + Penalty 3497.574516 = -5431239.697124
  nChanged 567
		SP:Iteration 20F (129148.010000 sec): 3 clusters
  Score: Raw -5434915.715854 + Penalty 3497.574516 = -5431418.141338
  nChanged 576
		SP:Iteration 21Q (129148.410000 sec): 3 clusters
  Score: Raw -5435127.243033 + Penalty 3497.574516 = -5431629.668516
  nChanged 624
		SP:Iteration 22Q (129148.870000 sec): 3 clusters
  Score: Raw -5435397.205559 + Penalty 3497.574516 = -5431899.631043
  nChanged 699
		SP:Iteration 23Q (129149.310000 sec): 3 clusters
  Score: Raw -5435719.590501 + Penalty 3497.574516 = -5432222.015985
  nChanged 686
		SP:Iteration 24Q (129149.700000 sec): 3 clusters
  Score: Raw -5436058.175792 + Penalty 3497.574516 = -5432560.601276
  nChanged 739
		SP:Iteration 25Q (129150.170000 sec): 3 clusters
  Score: Raw -5436433.625622 + Penalty 3497.574516 = -5432936.051105
  nChanged 723
		SP:Iteration 26Q (129150.580000 sec): 3 clusters
  Score: Raw -5436756.201440 + Penalty 3497.574516 = -5433258.626923
  nChanged 654
		SP:Iteration 27Q (129151.010000 sec): 3 clusters
  Score: Raw -5436984.658878 + Penalty 3497.574516 = -5433487.084361
  nChanged 529
		SP:Iteration 28Q (129151.470000 sec): 3 clusters
  Score: Raw -5437141.724393 + Penalty 3497.574516 = -5433644.149876
  nChanged 487
		SP:Iteration 29Q (129151.960000 sec): 3 clusters
  Score: Raw -5437256.344973 + Penalty 3497.574516 = -5433758.770457
  nChanged 413
		SP:Iteration 30Q (129152.430000 sec): 3 clusters
  Score: Raw -5437339.401528 + Penalty 3497.574516 = -5433841.827011
  nChanged 354
		SP:Iteration 31Q (129152.800000 sec): 3 clusters
  Score: Raw -5437404.151032 + Penalty 3497.574516 = -5433906.576516
  nChanged 334
		SP:Iteration 32Q (129153.260000 sec): 3 clusters
  Score: Raw -5437466.350112 + Penalty 3497.574516 = -5433968.775595
  nChanged 297
		SP:Iteration 33Q (129153.810000 sec): 3 clusters
  Score: Raw -5437516.737507 + Penalty 3497.574516 = -5434019.162990
  nChanged 276
		SP:Iteration 34Q (129154.290000 sec): 3 clusters
  Score: Raw -5437561.517796 + Penalty 3497.574516 = -5434063.943280
  nChanged 256
		SP:Iteration 35Q (129154.810000 sec): 3 clusters
  Score: Raw -5437599.904845 + Penalty 3497.574516 = -5434102.330328
  nChanged 230
		SP:Iteration 36Q (129155.320000 sec): 3 clusters
  Score: Raw -5437633.434602 + Penalty 3497.574516 = -5434135.860085
  nChanged 223
		SP:Iteration 37Q (129155.770000 sec): 3 clusters
  Score: Raw -5437667.994026 + Penalty 3497.574516 = -5434170.419510
  nChanged 209
		SP:Iteration 38Q (129156.190000 sec): 3 clusters
  Score: Raw -5437692.493946 + Penalty 3497.574516 = -5434194.919430
  nChanged 178
		SP:Iteration 39Q (129156.650000 sec): 3 clusters
  Score: Raw -5437711.470150 + Penalty 3497.574516 = -5434213.895633
  nChanged 163
		SP:Iteration 40F (129157.150000 sec): 3 clusters
  Score: Raw -5437733.766353 + Penalty 3497.574516 = -5434236.191837
  nChanged 143
		SP:Iteration 41Q (129157.560000 sec): 3 clusters
  Score: Raw -5437747.214661 + Penalty 3497.574516 = -5434249.640145
  nChanged 116
		SP:Iteration 42Q (129158.020000 sec): 3 clusters
  Score: Raw -5437757.538490 + Penalty 3497.574516 = -5434259.963974
  nChanged 120
		SP:Iteration 43Q (129158.510000 sec): 3 clusters
  Score: Raw -5437768.290290 + Penalty 3497.574516 = -5434270.715774
  nChanged 118
		SP:Iteration 44Q (129158.970000 sec): 3 clusters
  Score: Raw -5437778.015327 + Penalty 3497.574516 = -5434280.440810
  nChanged 107
		SP:Iteration 45Q (129159.410000 sec): 3 clusters
  Score: Raw -5437786.259359 + Penalty 3497.574516 = -5434288.684843
  nChanged 89
		SP:Iteration 46Q (129159.900000 sec): 3 clusters
  Score: Raw -5437793.147970 + Penalty 3497.574516 = -5434295.573454
  nChanged 84
		SP:Iteration 47Q (129160.360000 sec): 3 clusters
  Score: Raw -5437799.450787 + Penalty 3497.574516 = -5434301.876270
  nChanged 70
		SP:Iteration 48Q (129160.850000 sec): 3 clusters
  Score: Raw -5437803.465637 + Penalty 3497.574516 = -5434305.891121
  nChanged 63
		SP:Iteration 49Q (129161.370000 sec): 3 clusters
  Score: Raw -5437807.481938 + Penalty 3497.574516 = -5434309.907421
  nChanged 61
		SP:Iteration 50Q (129161.820000 sec): 3 clusters
  Score: Raw -5437810.982626 + Penalty 3497.574516 = -5434313.408110
  nChanged 61
		SP:Iteration 51Q (129162.330000 sec): 3 clusters
  Score: Raw -5437814.077937 + Penalty 3497.574516 = -5434316.503421
  nChanged 56
		SP:Iteration 52Q (129162.780000 sec): 3 clusters
  Score: Raw -5437817.062742 + Penalty 3497.574516 = -5434319.488226
  nChanged 53
		SP:Iteration 53Q (129163.280000 sec): 3 clusters
  Score: Raw -5437820.092022 + Penalty 3497.574516 = -5434322.517506
  nChanged 65
		SP:Iteration 54Q (129163.730000 sec): 3 clusters
  Score: Raw -5437823.580603 + Penalty 3497.574516 = -5434326.006087
  nChanged 54
		SP:Iteration 55Q (129164.230000 sec): 3 clusters
  Score: Raw -5437826.499648 + Penalty 3497.574516 = -5434328.925132
  nChanged 62
		SP:Iteration 56Q (129164.680000 sec): 3 clusters
  Score: Raw -5437830.074958 + Penalty 3497.574516 = -5434332.500442
  nChanged 53
		SP:Iteration 57Q (129165.180000 sec): 3 clusters
  Score: Raw -5437833.443148 + Penalty 3497.574516 = -5434335.868632
  nChanged 60
		SP:Iteration 58Q (129165.630000 sec): 3 clusters
  Score: Raw -5437836.761381 + Penalty 3497.574516 = -5434339.186864
  nChanged 53
		SP:Iteration 59Q (129166.130000 sec): 3 clusters
  Score: Raw -5437839.901846 + Penalty 3497.574516 = -5434342.327330
  nChanged 53
		SP:Iteration 60F (129166.630000 sec): 3 clusters
  Score: Raw -5437842.988235 + Penalty 3497.574516 = -5434345.413719
  nChanged 39
		SP:Iteration 61Q (129167.120000 sec): 3 clusters
  Score: Raw -5437845.101829 + Penalty 3497.574516 = -5434347.527313
  nChanged 32
		SP:Iteration 62Q (129167.620000 sec): 3 clusters
  Score: Raw -5437846.322180 + Penalty 3497.574516 = -5434348.747663
  nChanged 15
		SP:Iteration 63Q (129168.080000 sec): 3 clusters
  Score: Raw -5437846.817186 + Penalty 3497.574516 = -5434349.242670
  nChanged 8
		SP:Iteration 64Q (129168.580000 sec): 3 clusters
  Score: Raw -5437847.070622 + Penalty 3497.574516 = -5434349.496106
  nChanged 6
		SP:Iteration 65Q (129169.030000 sec): 3 clusters
  Score: Raw -5437847.212640 + Penalty 3497.574516 = -5434349.638123
  nChanged 8
		SP:Iteration 66Q (129169.530000 sec): 3 clusters
  Score: Raw -5437847.497142 + Penalty 3497.574516 = -5434349.922626
  nChanged 8
		SP:Iteration 67Q (129169.980000 sec): 3 clusters
  Score: Raw -5437847.843701 + Penalty 3497.574516 = -5434350.269184
  nChanged 10
		SP:Iteration 68Q (129170.480000 sec): 3 clusters
  Score: Raw -5437848.127024 + Penalty 3497.574516 = -5434350.552508
  nChanged 6
		SP:Iteration 69Q (129170.940000 sec): 3 clusters
  Score: Raw -5437848.257208 + Penalty 3497.574516 = -5434350.682692
  nChanged 6
		SP:Iteration 70Q (129171.400000 sec): 3 clusters
  Score: Raw -5437848.321442 + Penalty 3497.574516 = -5434350.746925
  nChanged 4
		SP:Iteration 71Q (129171.840000 sec): 3 clusters
  Score: Raw -5437848.445410 + Penalty 3497.574516 = -5434350.870893
  nChanged 5
		SP:Iteration 72Q (129172.390000 sec): 3 clusters
  Score: Raw -5437848.536753 + Penalty 3497.574516 = -5434350.962237
  nChanged 5
		SP:Iteration 73Q (129172.840000 sec): 3 clusters
  Score: Raw -5437848.665257 + Penalty 3497.574516 = -5434351.090741
  nChanged 8
		SP:Iteration 74Q (129173.300000 sec): 3 clusters
  Score: Raw -5437848.869253 + Penalty 3497.574516 = -5434351.294737
  nChanged 6
		SP:Iteration 75Q (129173.760000 sec): 3 clusters
  Score: Raw -5437849.020001 + Penalty 3497.574516 = -5434351.445484
  nChanged 7
		SP:Iteration 76Q (129174.320000 sec): 3 clusters
  Score: Raw -5437849.210117 + Penalty 3497.574516 = -5434351.635600
  nChanged 4
		SP:Iteration 77Q (129174.770000 sec): 3 clusters
  Score: Raw -5437849.253181 + Penalty 3497.574516 = -5434351.678665
  nChanged 1
		SP:Iteration 78Q (129175.230000 sec): 3 clusters
  Score: Raw -5437849.265036 + Penalty 3497.574516 = -5434351.690520
  nChanged 0
		SP:Iteration 79F (129175.690000 sec): 3 clusters
  Score: Raw -5437849.265036 + Penalty 3497.574516 = -5434351.690520
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129175.840000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129176.040000 sec): 3 clusters
  Score: Raw -591005.795795 + Penalty 2757.383425 = -588248.412370
  nChanged 1937
		SP:Iteration 1F (129176.150000 sec): 3 clusters
  Score: Raw -592142.469066 + Penalty 2757.383425 = -589385.085641
  nChanged 433
		SP:Iteration 2F (129176.340000 sec): 3 clusters
  Score: Raw -592428.056368 + Penalty 2757.383425 = -589670.672943
  nChanged 297
		SP:Iteration 3F (129176.500000 sec): 3 clusters
  Score: Raw -592607.886371 + Penalty 2757.383425 = -589850.502947
  nChanged 241
		SP:Iteration 4Q (129176.670000 sec): 3 clusters
  Score: Raw -592754.942603 + Penalty 2757.383425 = -589997.559178
  nChanged 199
		SP:Iteration 5Q (129176.860000 sec): 3 clusters
  Score: Raw -592868.965605 + Penalty 2757.383425 = -590111.582180
  nChanged 181
		SP:Iteration 6Q (129177.000000 sec): 3 clusters
  Score: Raw -592966.107983 + Penalty 2757.383425 = -590208.724559
  nChanged 151
		SP:Iteration 7Q (129177.190000 sec): 3 clusters
  Score: Raw -593047.254225 + Penalty 2757.383425 = -590289.870801
  nChanged 143
		SP:Iteration 8Q (129177.380000 sec): 3 clusters
  Score: Raw -593122.861784 + Penalty 2757.383425 = -590365.478359
  nChanged 122
		SP:Iteration 9Q (129177.560000 sec): 3 clusters
  Score: Raw -593174.373480 + Penalty 2757.383425 = -590416.990055
  nChanged 79
		SP:Iteration 10Q (129177.720000 sec): 3 clusters
  Score: Raw -593206.591317 + Penalty 2757.383425 = -590449.207893
  nChanged 62
		SP:Iteration 11Q (129177.910000 sec): 3 clusters
  Score: Raw -593225.448845 + Penalty 2757.383425 = -590468.065420
  nChanged 43
		SP:Iteration 12Q (129178.070000 sec): 3 clusters
  Score: Raw -593240.939824 + Penalty 2757.383425 = -590483.556400
  nChanged 37
		SP:Iteration 13Q (129178.260000 sec): 3 clusters
  Score: Raw -593251.403354 + Penalty 2757.383425 = -590494.019930
  nChanged 25
		SP:Iteration 14Q (129178.450000 sec): 3 clusters
  Score: Raw -593257.280020 + Penalty 2757.383425 = -590499.896596
  nChanged 20
		SP:Iteration 15Q (129178.580000 sec): 3 clusters
  Score: Raw -593263.448470 + Penalty 2757.383425 = -590506.065045
  nChanged 18
		SP:Iteration 16Q (129178.720000 sec): 3 clusters
  Score: Raw -593267.381667 + Penalty 2757.383425 = -590509.998242
  nChanged 14
		SP:Iteration 17Q (129178.870000 sec): 3 clusters
  Score: Raw -593271.226259 + Penalty 2757.383425 = -590513.842834
  nChanged 15
		SP:Iteration 18Q (129179.050000 sec): 3 clusters
  Score: Raw -593275.872101 + Penalty 2757.383425 = -590518.488676
  nChanged 15
		SP:Iteration 19Q (129179.210000 sec): 3 clusters
  Score: Raw -593279.306415 + Penalty 2757.383425 = -590521.922990
  nChanged 12
		SP:Iteration 20F (129179.360000 sec): 3 clusters
  Score: Raw -593282.654968 + Penalty 2757.383425 = -590525.271543
  nChanged 16
		SP:Iteration 21Q (129179.530000 sec): 3 clusters
  Score: Raw -593287.148435 + Penalty 2757.383425 = -590529.765010
  nChanged 12
		SP:Iteration 22Q (129179.680000 sec): 3 clusters
  Score: Raw -593289.933198 + Penalty 2757.383425 = -590532.549773
  nChanged 18
		SP:Iteration 23Q (129179.850000 sec): 3 clusters
  Score: Raw -593293.720856 + Penalty 2757.383425 = -590536.337432
  nChanged 12
		SP:Iteration 24Q (129180.050000 sec): 3 clusters
  Score: Raw -593297.462124 + Penalty 2757.383425 = -590540.078700
  nChanged 15
		SP:Iteration 25Q (129180.240000 sec): 3 clusters
  Score: Raw -593301.702163 + Penalty 2757.383425 = -590544.318739
  nChanged 12
		SP:Iteration 26Q (129180.380000 sec): 3 clusters
  Score: Raw -593305.564495 + Penalty 2757.383425 = -590548.181071
  nChanged 13
		SP:Iteration 27Q (129180.580000 sec): 3 clusters
  Score: Raw -593308.820154 + Penalty 2757.383425 = -590551.436729
  nChanged 9
		SP:Iteration 28Q (129180.730000 sec): 3 clusters
  Score: Raw -593310.417024 + Penalty 2757.383425 = -590553.033599
  nChanged 2
		SP:Iteration 29Q (129180.980000 sec): 3 clusters
  Score: Raw -593310.767792 + Penalty 2757.383425 = -590553.384368
  nChanged 4
		SP:Iteration 30Q (129181.160000 sec): 3 clusters
  Score: Raw -593311.483629 + Penalty 2757.383425 = -590554.100205
  nChanged 2
		SP:Iteration 31Q (129181.420000 sec): 3 clusters
  Score: Raw -593312.049441 + Penalty 2757.383425 = -590554.666016
  nChanged 1
		SP:Iteration 32Q (129181.680000 sec): 3 clusters
  Score: Raw -593312.204403 + Penalty 2757.383425 = -590554.820979
  nChanged 1
		SP:Iteration 33Q (129181.860000 sec): 3 clusters
  Score: Raw -593312.367423 + Penalty 2757.383425 = -590554.983998
  nChanged 0
		SP:Iteration 34F (129182.080000 sec): 3 clusters
  Score: Raw -593312.367423 + Penalty 2757.383425 = -590554.983998
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129182.240000 sec): 2 clusters
  Score: Raw -1521692.391788 + Penalty 1549.536171 = -1520142.855617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129182.560000 sec): 3 clusters
  Score: Raw -1513639.373743 + Penalty 3099.072342 = -1510540.301402
  nChanged 6170
		SP:Iteration 1F (129182.810000 sec): 3 clusters
  Score: Raw -1517408.158925 + Penalty 3099.072342 = -1514309.086583
  nChanged 1052
		SP:Iteration 2F (129182.960000 sec): 3 clusters
  Score: Raw -1518054.218200 + Penalty 3099.072342 = -1514955.145858
  nChanged 932
		SP:Iteration 3F (129183.180000 sec): 3 clusters
  Score: Raw -1518616.204409 + Penalty 3099.072342 = -1515517.132068
  nChanged 846
		SP:Iteration 4F (129183.400000 sec): 3 clusters
  Score: Raw -1519099.051270 + Penalty 3099.072342 = -1515999.978929
  nChanged 767
		SP:Iteration 5F (129183.620000 sec): 3 clusters
  Score: Raw -1519503.467750 + Penalty 3099.072342 = -1516404.395408
  nChanged 671
		SP:Iteration 6Q (129183.820000 sec): 3 clusters
  Score: Raw -1519826.727712 + Penalty 3099.072342 = -1516727.655370
  nChanged 557
		SP:Iteration 7Q (129184.030000 sec): 3 clusters
  Score: Raw -1520071.465347 + Penalty 3099.072342 = -1516972.393005
  nChanged 479
		SP:Iteration 8Q (129184.240000 sec): 3 clusters
  Score: Raw -1520277.276981 + Penalty 3099.072342 = -1517178.204640
  nChanged 400
		SP:Iteration 9Q (129184.390000 sec): 3 clusters
  Score: Raw -1520424.336388 + Penalty 3099.072342 = -1517325.264046
  nChanged 351
		SP:Iteration 10Q (129184.610000 sec): 3 clusters
  Score: Raw -1520539.898172 + Penalty 3099.072342 = -1517440.825831
  nChanged 303
		SP:Iteration 11Q (129184.840000 sec): 3 clusters
  Score: Raw -1520645.414080 + Penalty 3099.072342 = -1517546.341738
  nChanged 253
		SP:Iteration 12Q (129185.040000 sec): 3 clusters
  Score: Raw -1520737.357801 + Penalty 3099.072342 = -1517638.285459
  nChanged 225
		SP:Iteration 13Q (129185.240000 sec): 3 clusters
  Score: Raw -1520819.210321 + Penalty 3099.072342 = -1517720.137979
  nChanged 226
		SP:Iteration 14Q (129185.450000 sec): 3 clusters
  Score: Raw -1520912.018022 + Penalty 3099.072342 = -1517812.945680
  nChanged 245
		SP:Iteration 15Q (129185.650000 sec): 3 clusters
  Score: Raw -1521028.126562 + Penalty 3099.072342 = -1517929.054220
  nChanged 243
		SP:Iteration 16Q (129186.020000 sec): 3 clusters
  Score: Raw -1521141.972409 + Penalty 3099.072342 = -1518042.900067
  nChanged 243
		SP:Iteration 17Q (129186.300000 sec): 3 clusters
  Score: Raw -1521256.309447 + Penalty 3099.072342 = -1518157.237105
  nChanged 237
		SP:Iteration 18Q (129186.630000 sec): 3 clusters
  Score: Raw -1521372.477242 + Penalty 3099.072342 = -1518273.404900
  nChanged 220
		SP:Iteration 19Q (129186.850000 sec): 3 clusters
  Score: Raw -1521477.090182 + Penalty 3099.072342 = -1518378.017841
  nChanged 205
		SP:Iteration 20F (129187.100000 sec): 3 clusters
  Score: Raw -1521572.525386 + Penalty 3099.072342 = -1518473.453045
  nChanged 188
		SP:Iteration 21Q (129187.300000 sec): 3 clusters
  Score: Raw -1521656.923262 + Penalty 3099.072342 = -1518557.850921
  nChanged 171
		SP:Iteration 22Q (129187.540000 sec): 3 clusters
  Score: Raw -1521734.176276 + Penalty 3099.072342 = -1518635.103935
  nChanged 163
		SP:Iteration 23Q (129187.690000 sec): 3 clusters
  Score: Raw -1521807.097266 + Penalty 3099.072342 = -1518708.024925
  nChanged 171
		SP:Iteration 24Q (129187.910000 sec): 3 clusters
  Score: Raw -1521886.642773 + Penalty 3099.072342 = -1518787.570432
  nChanged 124
		SP:Iteration 25Q (129188.130000 sec): 3 clusters
  Score: Raw -1521945.376257 + Penalty 3099.072342 = -1518846.303916
  nChanged 124
		SP:Iteration 26Q (129188.270000 sec): 3 clusters
  Score: Raw -1522010.463404 + Penalty 3099.072342 = -1518911.391063
  nChanged 102
		SP:Iteration 27Q (129188.450000 sec): 3 clusters
  Score: Raw -1522061.182333 + Penalty 3099.072342 = -1518962.109991
  nChanged 79
		SP:Iteration 28Q (129188.630000 sec): 3 clusters
  Score: Raw -1522096.018200 + Penalty 3099.072342 = -1518996.945858
  nChanged 63
		SP:Iteration 29Q (129188.810000 sec): 3 clusters
  Score: Raw -1522127.367711 + Penalty 3099.072342 = -1519028.295370
  nChanged 46
		SP:Iteration 30Q (129189.000000 sec): 3 clusters
  Score: Raw -1522152.968753 + Penalty 3099.072342 = -1519053.896412
  nChanged 44
		SP:Iteration 31Q (129189.180000 sec): 3 clusters
  Score: Raw -1522173.915702 + Penalty 3099.072342 = -1519074.843361
  nChanged 34
		SP:Iteration 32Q (129189.350000 sec): 3 clusters
  Score: Raw -1522189.396875 + Penalty 3099.072342 = -1519090.324533
  nChanged 28
		SP:Iteration 33Q (129189.540000 sec): 3 clusters
  Score: Raw -1522203.936579 + Penalty 3099.072342 = -1519104.864237
  nChanged 18
		SP:Iteration 34Q (129189.730000 sec): 3 clusters
  Score: Raw -1522212.144082 + Penalty 3099.072342 = -1519113.071740
  nChanged 15
		SP:Iteration 35Q (129189.920000 sec): 3 clusters
  Score: Raw -1522218.248364 + Penalty 3099.072342 = -1519119.176022
  nChanged 14
		SP:Iteration 36Q (129190.090000 sec): 3 clusters
  Score: Raw -1522224.392415 + Penalty 3099.072342 = -1519125.320073
  nChanged 10
		SP:Iteration 37Q (129190.270000 sec): 3 clusters
  Score: Raw -1522227.190357 + Penalty 3099.072342 = -1519128.118015
  nChanged 10
		SP:Iteration 38Q (129190.460000 sec): 3 clusters
  Score: Raw -1522229.269455 + Penalty 3099.072342 = -1519130.197113
  nChanged 2
		SP:Iteration 39Q (129190.720000 sec): 3 clusters
  Score: Raw -1522229.857227 + Penalty 3099.072342 = -1519130.784886
  nChanged 2
		SP:Iteration 40F (129191.020000 sec): 3 clusters
  Score: Raw -1522230.323583 + Penalty 3099.072342 = -1519131.251242
  nChanged 1
		SP:Iteration 41Q (129191.290000 sec): 3 clusters
  Score: Raw -1522230.726105 + Penalty 3099.072342 = -1519131.653763
  nChanged 2
		SP:Iteration 42Q (129191.510000 sec): 3 clusters
  Score: Raw -1522231.217694 + Penalty 3099.072342 = -1519132.145352
  nChanged 2
		SP:Iteration 43Q (129191.750000 sec): 3 clusters
  Score: Raw -1522231.325868 + Penalty 3099.072342 = -1519132.253526
  nChanged 1
		SP:Iteration 44Q (129191.940000 sec): 3 clusters
  Score: Raw -1522231.497299 + Penalty 3099.072342 = -1519132.424958
  nChanged 0
		SP:Iteration 45F (129192.140000 sec): 3 clusters
  Score: Raw -1522231.497299 + Penalty 3099.072342 = -1519132.424958
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129192.290000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129192.520000 sec): 3 clusters
  Score: Raw -19141.613138 + Penalty 1708.685996 = -17432.927142
  nChanged 33
		SP:Iteration 1F (129192.620000 sec): 3 clusters
  Score: Raw -19279.175576 + Penalty 1708.685996 = -17570.489580
  nChanged 9
		SP:Iteration 2Q (129192.760000 sec): 3 clusters
  Score: Raw -19350.690609 + Penalty 1708.685996 = -17642.004613
  nChanged 4
		SP:Iteration 3Q (129192.870000 sec): 3 clusters
  Score: Raw -19372.092503 + Penalty 1708.685996 = -17663.406507
  nChanged 2
		SP:Iteration 4Q (129193.050000 sec): 3 clusters
  Score: Raw -19384.325563 + Penalty 1708.685996 = -17675.639568
  nChanged 1
		SP:Iteration 5Q (129193.140000 sec): 3 clusters
  Score: Raw -19385.579624 + Penalty 1708.685996 = -17676.893628
  nChanged 0
		SP:Iteration 6F (129193.290000 sec): 3 clusters
  Score: Raw -19385.579624 + Penalty 1708.685996 = -17676.893628
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (363216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129195.190000 sec): 2 clusters
  Score: Raw -44169453.073216 + Penalty 2080.447359 = -44167372.625857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129197.300000 sec): 3 clusters
  Score: Raw -43925607.196164 + Penalty 4160.894718 = -43921446.301446
  nChanged 177738
		SP:Iteration 1F (129199.480000 sec): 3 clusters
  Score: Raw -44033471.657768 + Penalty 4160.894718 = -44029310.763051
  nChanged 13109
		SP:Iteration 2Q (129201.730000 sec): 3 clusters
  Score: Raw -44037657.918575 + Penalty 4160.894718 = -44033497.023857
  nChanged 17924
		SP:Iteration 3Q (129204.270000 sec): 3 clusters
  Score: Raw -44045836.015590 + Penalty 4160.894718 = -44041675.120872
  nChanged 25088
		SP:Iteration 4F (129206.290000 sec): 3 clusters
  Score: Raw -44061919.470157 + Penalty 4160.894718 = -44057758.575440
  nChanged 32065
		SP:Iteration 5F (129208.230000 sec): 3 clusters
  Score: Raw -44088800.722772 + Penalty 4160.894718 = -44084639.828055
  nChanged 34236
		SP:Iteration 6F (129210.250000 sec): 3 clusters
  Score: Raw -44122997.910843 + Penalty 4160.894718 = -44118837.016125
  nChanged 26663
		SP:Iteration 7F (129212.390000 sec): 3 clusters
  Score: Raw -44151169.529116 + Penalty 4160.894718 = -44147008.634398
  nChanged 13120
		SP:Iteration 8Q (129214.520000 sec): 3 clusters
  Score: Raw -44164515.157690 + Penalty 4160.894718 = -44160354.262972
  nChanged 4173
		SP:Iteration 9Q (129216.490000 sec): 3 clusters
  Score: Raw -44168508.270748 + Penalty 4160.894718 = -44164347.376031
  nChanged 888
		SP:Iteration 10Q (129218.070000 sec): 3 clusters
  Score: Raw -44169347.467515 + Penalty 4160.894718 = -44165186.572797
  nChanged 147
		SP:Iteration 11Q (129219.720000 sec): 3 clusters
  Score: Raw -44169522.556394 + Penalty 4160.894718 = -44165361.661676
  nChanged 38
		SP:Iteration 12Q (129221.370000 sec): 3 clusters
  Score: Raw -44169576.017096 + Penalty 4160.894718 = -44165415.122378
  nChanged 22
		SP:Iteration 13Q (129223.120000 sec): 3 clusters
  Score: Raw -44169608.750248 + Penalty 4160.894718 = -44165447.855530
  nChanged 12
		SP:Iteration 14Q (129224.940000 sec): 3 clusters
  Score: Raw -44169629.160335 + Penalty 4160.894718 = -44165468.265617
  nChanged 11
		SP:Iteration 15Q (129226.940000 sec): 3 clusters
  Score: Raw -44169645.423680 + Penalty 4160.894718 = -44165484.528962
  nChanged 8
		SP:Iteration 16Q (129228.740000 sec): 3 clusters
  Score: Raw -44169653.425190 + Penalty 4160.894718 = -44165492.530472
  nChanged 1
		SP:Iteration 17Q (129230.470000 sec): 3 clusters
  Score: Raw -44169653.864671 + Penalty 4160.894718 = -44165492.969953
  nChanged 1
		SP:Iteration 18Q (129232.700000 sec): 3 clusters
  Score: Raw -44169656.205047 + Penalty 4160.894718 = -44165495.310330
  nChanged 0
		SP:Iteration 19F (129235.020000 sec): 3 clusters
  Score: Raw -44169656.205047 + Penalty 4160.894718 = -44165495.310330
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129235.510000 sec): 2 clusters
  Score: Raw -2558526.461726 + Penalty 1627.391321 = -2556899.070406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129235.840000 sec): 3 clusters
  Score: Raw -2544898.032006 + Penalty 3254.782641 = -2541643.249365
  nChanged 10246
		SP:Iteration 1F (129236.180000 sec): 3 clusters
  Score: Raw -2550589.011923 + Penalty 3254.782641 = -2547334.229281
  nChanged 1210
		SP:Iteration 2F (129236.550000 sec): 3 clusters
  Score: Raw -2551158.332371 + Penalty 3254.782641 = -2547903.549730
  nChanged 1270
		SP:Iteration 3F (129236.810000 sec): 3 clusters
  Score: Raw -2551865.314490 + Penalty 3254.782641 = -2548610.531849
  nChanged 1385
		SP:Iteration 4F (129237.110000 sec): 3 clusters
  Score: Raw -2552742.110841 + Penalty 3254.782641 = -2549487.328200
  nChanged 1470
		SP:Iteration 5F (129237.420000 sec): 3 clusters
  Score: Raw -2553794.668093 + Penalty 3254.782641 = -2550539.885452
  nChanged 1425
		SP:Iteration 6F (129237.780000 sec): 3 clusters
  Score: Raw -2554980.999770 + Penalty 3254.782641 = -2551726.217129
  nChanged 1429
		SP:Iteration 7F (129238.060000 sec): 3 clusters
  Score: Raw -2556185.395587 + Penalty 3254.782641 = -2552930.612946
  nChanged 1213
		SP:Iteration 8F (129238.360000 sec): 3 clusters
  Score: Raw -2557118.700049 + Penalty 3254.782641 = -2553863.917408
  nChanged 928
		SP:Iteration 9Q (129238.660000 sec): 3 clusters
  Score: Raw -2557755.155544 + Penalty 3254.782641 = -2554500.372903
  nChanged 748
		SP:Iteration 10Q (129238.960000 sec): 3 clusters
  Score: Raw -2558216.499640 + Penalty 3254.782641 = -2554961.716999
  nChanged 564
		SP:Iteration 11Q (129239.350000 sec): 3 clusters
  Score: Raw -2558530.960839 + Penalty 3254.782641 = -2555276.178198
  nChanged 474
		SP:Iteration 12Q (129239.710000 sec): 3 clusters
  Score: Raw -2558767.071631 + Penalty 3254.782641 = -2555512.288989
  nChanged 377
		SP:Iteration 13Q (129240.040000 sec): 3 clusters
  Score: Raw -2558924.728006 + Penalty 3254.782641 = -2555669.945364
  nChanged 317
		SP:Iteration 14Q (129240.430000 sec): 3 clusters
  Score: Raw -2559023.618850 + Penalty 3254.782641 = -2555768.836209
  nChanged 242
		SP:Iteration 15Q (129240.710000 sec): 3 clusters
  Score: Raw -2559088.720838 + Penalty 3254.782641 = -2555833.938196
  nChanged 175
		SP:Iteration 16Q (129241.010000 sec): 3 clusters
  Score: Raw -2559123.953957 + Penalty 3254.782641 = -2555869.171316
  nChanged 129
		SP:Iteration 17Q (129241.370000 sec): 3 clusters
  Score: Raw -2559148.479195 + Penalty 3254.782641 = -2555893.696554
  nChanged 104
		SP:Iteration 18Q (129241.720000 sec): 3 clusters
  Score: Raw -2559163.289705 + Penalty 3254.782641 = -2555908.507063
  nChanged 83
		SP:Iteration 19Q (129242.020000 sec): 3 clusters
  Score: Raw -2559171.919068 + Penalty 3254.782641 = -2555917.136427
  nChanged 49
		SP:Iteration 20F (129242.340000 sec): 3 clusters
  Score: Raw -2559176.611415 + Penalty 3254.782641 = -2555921.828774
  nChanged 46
		SP:Iteration 21Q (129242.780000 sec): 3 clusters
  Score: Raw -2559181.344307 + Penalty 3254.782641 = -2555926.561666
  nChanged 45
		SP:Iteration 22Q (129243.120000 sec): 3 clusters
  Score: Raw -2559186.307043 + Penalty 3254.782641 = -2555931.524402
  nChanged 48
		SP:Iteration 23Q (129243.470000 sec): 3 clusters
  Score: Raw -2559190.758118 + Penalty 3254.782641 = -2555935.975477
  nChanged 37
		SP:Iteration 24Q (129243.790000 sec): 3 clusters
  Score: Raw -2559193.898227 + Penalty 3254.782641 = -2555939.115586
  nChanged 31
		SP:Iteration 25Q (129244.170000 sec): 3 clusters
  Score: Raw -2559196.610812 + Penalty 3254.782641 = -2555941.828171
  nChanged 29
		SP:Iteration 26Q (129244.440000 sec): 3 clusters
  Score: Raw -2559199.082999 + Penalty 3254.782641 = -2555944.300358
  nChanged 20
		SP:Iteration 27Q (129244.810000 sec): 3 clusters
  Score: Raw -2559200.262773 + Penalty 3254.782641 = -2555945.480131
  nChanged 16
		SP:Iteration 28Q (129245.170000 sec): 3 clusters
  Score: Raw -2559201.001736 + Penalty 3254.782641 = -2555946.219095
  nChanged 12
		SP:Iteration 29Q (129245.500000 sec): 3 clusters
  Score: Raw -2559201.553757 + Penalty 3254.782641 = -2555946.771116
  nChanged 7
		SP:Iteration 30Q (129245.860000 sec): 3 clusters
  Score: Raw -2559201.893060 + Penalty 3254.782641 = -2555947.110418
  nChanged 11
		SP:Iteration 31Q (129246.150000 sec): 3 clusters
  Score: Raw -2559202.504007 + Penalty 3254.782641 = -2555947.721365
  nChanged 13
		SP:Iteration 32Q (129246.510000 sec): 3 clusters
  Score: Raw -2559203.172533 + Penalty 3254.782641 = -2555948.389891
  nChanged 15
		SP:Iteration 33Q (129246.830000 sec): 3 clusters
  Score: Raw -2559204.091310 + Penalty 3254.782641 = -2555949.308669
  nChanged 12
		SP:Iteration 34Q (129247.100000 sec): 3 clusters
  Score: Raw -2559204.812648 + Penalty 3254.782641 = -2555950.030006
  nChanged 6
		SP:Iteration 35Q (129247.490000 sec): 3 clusters
  Score: Raw -2559205.141618 + Penalty 3254.782641 = -2555950.358977
  nChanged 8
		SP:Iteration 36Q (129247.860000 sec): 3 clusters
  Score: Raw -2559205.718454 + Penalty 3254.782641 = -2555950.935813
  nChanged 11
		SP:Iteration 37Q (129248.150000 sec): 3 clusters
  Score: Raw -2559206.398166 + Penalty 3254.782641 = -2555951.615524
  nChanged 8
		SP:Iteration 38Q (129248.480000 sec): 3 clusters
  Score: Raw -2559206.993869 + Penalty 3254.782641 = -2555952.211227
  nChanged 11
		SP:Iteration 39Q (129248.780000 sec): 3 clusters
  Score: Raw -2559207.832100 + Penalty 3254.782641 = -2555953.049459
  nChanged 16
		SP:Iteration 40F (129249.060000 sec): 3 clusters
  Score: Raw -2559208.753035 + Penalty 3254.782641 = -2555953.970393
  nChanged 10
		SP:Iteration 41Q (129249.330000 sec): 3 clusters
  Score: Raw -2559209.358607 + Penalty 3254.782641 = -2555954.575965
  nChanged 10
		SP:Iteration 42Q (129249.610000 sec): 3 clusters
  Score: Raw -2559209.834521 + Penalty 3254.782641 = -2555955.051879
  nChanged 10
		SP:Iteration 43Q (129249.890000 sec): 3 clusters
  Score: Raw -2559210.337358 + Penalty 3254.782641 = -2555955.554717
  nChanged 8
		SP:Iteration 44Q (129250.170000 sec): 3 clusters
  Score: Raw -2559210.646348 + Penalty 3254.782641 = -2555955.863707
  nChanged 4
		SP:Iteration 45Q (129250.450000 sec): 3 clusters
  Score: Raw -2559210.824677 + Penalty 3254.782641 = -2555956.042036
  nChanged 3
		SP:Iteration 46Q (129250.720000 sec): 3 clusters
  Score: Raw -2559210.946304 + Penalty 3254.782641 = -2555956.163662
  nChanged 0
		SP:Iteration 47F (129251.060000 sec): 3 clusters
  Score: Raw -2559210.946304 + Penalty 3254.782641 = -2555956.163662
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129251.340000 sec): 2 clusters
  Score: Raw -5108110.762528 + Penalty 1726.847140 = -5106383.915388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129251.770000 sec): 3 clusters
  Score: Raw -5082291.047059 + Penalty 3453.694280 = -5078837.352778
  nChanged 19206
		SP:Iteration 1F (129252.120000 sec): 3 clusters
  Score: Raw -5093168.357777 + Penalty 3453.694280 = -5089714.663497
  nChanged 1833
		SP:Iteration 2Q (129252.430000 sec): 3 clusters
  Score: Raw -5093837.401037 + Penalty 3453.694280 = -5090383.706757
  nChanged 1883
		SP:Iteration 3Q (129252.750000 sec): 3 clusters
  Score: Raw -5094594.738802 + Penalty 3453.694280 = -5091141.044522
  nChanged 2019
		SP:Iteration 4Q (129253.080000 sec): 3 clusters
  Score: Raw -5095506.977595 + Penalty 3453.694280 = -5092053.283314
  nChanged 2115
		SP:Iteration 5F (129253.450000 sec): 3 clusters
  Score: Raw -5096602.128180 + Penalty 3453.694280 = -5093148.433899
  nChanged 2354
		SP:Iteration 6F (129253.790000 sec): 3 clusters
  Score: Raw -5097960.939048 + Penalty 3453.694280 = -5094507.244768
  nChanged 2355
		SP:Iteration 7F (129254.160000 sec): 3 clusters
  Score: Raw -5099491.186075 + Penalty 3453.694280 = -5096037.491795
  nChanged 2301
		SP:Iteration 8F (129254.560000 sec): 3 clusters
  Score: Raw -5101083.058134 + Penalty 3453.694280 = -5097629.363854
  nChanged 2059
		SP:Iteration 9Q (129255.020000 sec): 3 clusters
  Score: Raw -5102478.106531 + Penalty 3453.694280 = -5099024.412250
  nChanged 1635
		SP:Iteration 10Q (129255.540000 sec): 3 clusters
  Score: Raw -5103499.068929 + Penalty 3453.694280 = -5100045.374649
  nChanged 1318
		SP:Iteration 11Q (129255.940000 sec): 3 clusters
  Score: Raw -5104228.165290 + Penalty 3453.694280 = -5100774.471010
  nChanged 997
		SP:Iteration 12Q (129256.410000 sec): 3 clusters
  Score: Raw -5104770.296332 + Penalty 3453.694280 = -5101316.602052
  nChanged 842
		SP:Iteration 13Q (129256.770000 sec): 3 clusters
  Score: Raw -5105219.174579 + Penalty 3453.694280 = -5101765.480299
  nChanged 754
		SP:Iteration 14Q (129257.190000 sec): 3 clusters
  Score: Raw -5105602.019457 + Penalty 3453.694280 = -5102148.325176
  nChanged 659
		SP:Iteration 15Q (129257.580000 sec): 3 clusters
  Score: Raw -5105914.498512 + Penalty 3453.694280 = -5102460.804231
  nChanged 566
		SP:Iteration 16Q (129257.980000 sec): 3 clusters
  Score: Raw -5106164.989309 + Penalty 3453.694280 = -5102711.295029
  nChanged 517
		SP:Iteration 17Q (129258.330000 sec): 3 clusters
  Score: Raw -5106376.554522 + Penalty 3453.694280 = -5102922.860242
  nChanged 438
		SP:Iteration 18Q (129258.720000 sec): 3 clusters
  Score: Raw -5106555.932651 + Penalty 3453.694280 = -5103102.238371
  nChanged 437
		SP:Iteration 19Q (129259.090000 sec): 3 clusters
  Score: Raw -5106720.620680 + Penalty 3453.694280 = -5103266.926400
  nChanged 406
		SP:Iteration 20F (129259.530000 sec): 3 clusters
  Score: Raw -5106861.376459 + Penalty 3453.694280 = -5103407.682178
  nChanged 363
		SP:Iteration 21Q (129259.920000 sec): 3 clusters
  Score: Raw -5106982.675355 + Penalty 3453.694280 = -5103528.981074
  nChanged 354
		SP:Iteration 22Q (129260.390000 sec): 3 clusters
  Score: Raw -5107108.977695 + Penalty 3453.694280 = -5103655.283414
  nChanged 358
		SP:Iteration 23Q (129260.830000 sec): 3 clusters
  Score: Raw -5107251.652878 + Penalty 3453.694280 = -5103797.958597
  nChanged 351
		SP:Iteration 24Q (129261.300000 sec): 3 clusters
  Score: Raw -5107384.807128 + Penalty 3453.694280 = -5103931.112848
  nChanged 313
		SP:Iteration 25Q (129261.750000 sec): 3 clusters
  Score: Raw -5107497.406212 + Penalty 3453.694280 = -5104043.711932
  nChanged 298
		SP:Iteration 26Q (129262.150000 sec): 3 clusters
  Score: Raw -5107606.859609 + Penalty 3453.694280 = -5104153.165328
  nChanged 282
		SP:Iteration 27Q (129262.560000 sec): 3 clusters
  Score: Raw -5107706.312026 + Penalty 3453.694280 = -5104252.617746
  nChanged 248
		SP:Iteration 28Q (129262.960000 sec): 3 clusters
  Score: Raw -5107791.212965 + Penalty 3453.694280 = -5104337.518685
  nChanged 239
		SP:Iteration 29Q (129263.430000 sec): 3 clusters
  Score: Raw -5107880.423721 + Penalty 3453.694280 = -5104426.729441
  nChanged 219
		SP:Iteration 30Q (129263.930000 sec): 3 clusters
  Score: Raw -5107960.107970 + Penalty 3453.694280 = -5104506.413690
  nChanged 195
		SP:Iteration 31Q (129264.390000 sec): 3 clusters
  Score: Raw -5108028.888963 + Penalty 3453.694280 = -5104575.194683
  nChanged 172
		SP:Iteration 32Q (129264.850000 sec): 3 clusters
  Score: Raw -5108088.611304 + Penalty 3453.694280 = -5104634.917024
  nChanged 137
		SP:Iteration 33Q (129265.300000 sec): 3 clusters
  Score: Raw -5108136.916207 + Penalty 3453.694280 = -5104683.221927
  nChanged 124
		SP:Iteration 34Q (129265.760000 sec): 3 clusters
  Score: Raw -5108176.743466 + Penalty 3453.694280 = -5104723.049186
  nChanged 126
		SP:Iteration 35Q (129266.220000 sec): 3 clusters
  Score: Raw -5108217.695864 + Penalty 3453.694280 = -5104764.001584
  nChanged 102
		SP:Iteration 36Q (129266.720000 sec): 3 clusters
  Score: Raw -5108252.151996 + Penalty 3453.694280 = -5104798.457715
  nChanged 79
		SP:Iteration 37Q (129267.180000 sec): 3 clusters
  Score: Raw -5108277.981876 + Penalty 3453.694280 = -5104824.287595
  nChanged 72
		SP:Iteration 38Q (129267.630000 sec): 3 clusters
  Score: Raw -5108300.963104 + Penalty 3453.694280 = -5104847.268824
  nChanged 73
		SP:Iteration 39Q (129268.110000 sec): 3 clusters
  Score: Raw -5108323.764379 + Penalty 3453.694280 = -5104870.070099
  nChanged 62
		SP:Iteration 40F (129268.620000 sec): 3 clusters
  Score: Raw -5108341.496441 + Penalty 3453.694280 = -5104887.802161
  nChanged 49
		SP:Iteration 41Q (129269.090000 sec): 3 clusters
  Score: Raw -5108355.498630 + Penalty 3453.694280 = -5104901.804349
  nChanged 50
		SP:Iteration 42Q (129269.550000 sec): 3 clusters
  Score: Raw -5108372.231515 + Penalty 3453.694280 = -5104918.537235
  nChanged 47
		SP:Iteration 43Q (129270.010000 sec): 3 clusters
  Score: Raw -5108384.934293 + Penalty 3453.694280 = -5104931.240012
  nChanged 40
		SP:Iteration 44Q (129270.440000 sec): 3 clusters
  Score: Raw -5108395.796296 + Penalty 3453.694280 = -5104942.102016
  nChanged 37
		SP:Iteration 45Q (129270.910000 sec): 3 clusters
  Score: Raw -5108406.110602 + Penalty 3453.694280 = -5104952.416321
  nChanged 37
		SP:Iteration 46Q (129271.380000 sec): 3 clusters
  Score: Raw -5108416.988495 + Penalty 3453.694280 = -5104963.294215
  nChanged 28
		SP:Iteration 47Q (129271.840000 sec): 3 clusters
  Score: Raw -5108424.062889 + Penalty 3453.694280 = -5104970.368608
  nChanged 29
		SP:Iteration 48Q (129272.310000 sec): 3 clusters
  Score: Raw -5108431.809456 + Penalty 3453.694280 = -5104978.115175
  nChanged 21
		SP:Iteration 49Q (129272.780000 sec): 3 clusters
  Score: Raw -5108436.993968 + Penalty 3453.694280 = -5104983.299688
  nChanged 17
		SP:Iteration 50Q (129273.250000 sec): 3 clusters
  Score: Raw -5108440.773878 + Penalty 3453.694280 = -5104987.079598
  nChanged 17
		SP:Iteration 51Q (129273.710000 sec): 3 clusters
  Score: Raw -5108445.128868 + Penalty 3453.694280 = -5104991.434588
  nChanged 22
		SP:Iteration 52Q (129274.180000 sec): 3 clusters
  Score: Raw -5108450.823710 + Penalty 3453.694280 = -5104997.129429
  nChanged 22
		SP:Iteration 53Q (129274.600000 sec): 3 clusters
  Score: Raw -5108455.977268 + Penalty 3453.694280 = -5105002.282988
  nChanged 19
		SP:Iteration 54Q (129275.030000 sec): 3 clusters
  Score: Raw -5108461.965673 + Penalty 3453.694280 = -5105008.271392
  nChanged 17
		SP:Iteration 55Q (129275.420000 sec): 3 clusters
  Score: Raw -5108465.968590 + Penalty 3453.694280 = -5105012.274309
  nChanged 16
		SP:Iteration 56Q (129275.850000 sec): 3 clusters
  Score: Raw -5108470.456235 + Penalty 3453.694280 = -5105016.761955
  nChanged 11
		SP:Iteration 57Q (129276.270000 sec): 3 clusters
  Score: Raw -5108473.410670 + Penalty 3453.694280 = -5105019.716390
  nChanged 13
		SP:Iteration 58Q (129276.680000 sec): 3 clusters
  Score: Raw -5108476.643081 + Penalty 3453.694280 = -5105022.948801
  nChanged 13
		SP:Iteration 59Q (129277.050000 sec): 3 clusters
  Score: Raw -5108479.504065 + Penalty 3453.694280 = -5105025.809785
  nChanged 11
		SP:Iteration 60F (129277.460000 sec): 3 clusters
  Score: Raw -5108481.803316 + Penalty 3453.694280 = -5105028.109035
  nChanged 11
		SP:Iteration 61Q (129277.880000 sec): 3 clusters
  Score: Raw -5108484.424102 + Penalty 3453.694280 = -5105030.729821
  nChanged 8
		SP:Iteration 62Q (129278.290000 sec): 3 clusters
  Score: Raw -5108486.771317 + Penalty 3453.694280 = -5105033.077037
  nChanged 10
		SP:Iteration 63Q (129278.660000 sec): 3 clusters
  Score: Raw -5108489.785276 + Penalty 3453.694280 = -5105036.090996
  nChanged 12
		SP:Iteration 64Q (129279.030000 sec): 3 clusters
  Score: Raw -5108492.010980 + Penalty 3453.694280 = -5105038.316700
  nChanged 11
		SP:Iteration 65Q (129279.410000 sec): 3 clusters
  Score: Raw -5108495.546419 + Penalty 3453.694280 = -5105041.852138
  nChanged 7
		SP:Iteration 66Q (129279.770000 sec): 3 clusters
  Score: Raw -5108497.493918 + Penalty 3453.694280 = -5105043.799638
  nChanged 10
		SP:Iteration 67Q (129280.150000 sec): 3 clusters
  Score: Raw -5108500.218673 + Penalty 3453.694280 = -5105046.524392
  nChanged 11
		SP:Iteration 68Q (129280.500000 sec): 3 clusters
  Score: Raw -5108503.777630 + Penalty 3453.694280 = -5105050.083349
  nChanged 11
		SP:Iteration 69Q (129280.860000 sec): 3 clusters
  Score: Raw -5108507.131710 + Penalty 3453.694280 = -5105053.437429
  nChanged 10
		SP:Iteration 70Q (129281.220000 sec): 3 clusters
  Score: Raw -5108510.351117 + Penalty 3453.694280 = -5105056.656837
  nChanged 13
		SP:Iteration 71Q (129281.570000 sec): 3 clusters
  Score: Raw -5108515.165362 + Penalty 3453.694280 = -5105061.471082
  nChanged 13
		SP:Iteration 72Q (129281.910000 sec): 3 clusters
  Score: Raw -5108521.532352 + Penalty 3453.694280 = -5105067.838072
  nChanged 14
		SP:Iteration 73Q (129282.270000 sec): 3 clusters
  Score: Raw -5108525.794245 + Penalty 3453.694280 = -5105072.099964
  nChanged 15
		SP:Iteration 74Q (129282.650000 sec): 3 clusters
  Score: Raw -5108530.464255 + Penalty 3453.694280 = -5105076.769975
  nChanged 9
		SP:Iteration 75Q (129283.080000 sec): 3 clusters
  Score: Raw -5108532.909289 + Penalty 3453.694280 = -5105079.215008
  nChanged 7
		SP:Iteration 76Q (129283.590000 sec): 3 clusters
  Score: Raw -5108535.501387 + Penalty 3453.694280 = -5105081.807106
  nChanged 6
		SP:Iteration 77Q (129283.970000 sec): 3 clusters
  Score: Raw -5108537.278258 + Penalty 3453.694280 = -5105083.583978
  nChanged 5
		SP:Iteration 78Q (129284.390000 sec): 3 clusters
  Score: Raw -5108538.434746 + Penalty 3453.694280 = -5105084.740466
  nChanged 3
		SP:Iteration 79Q (129284.790000 sec): 3 clusters
  Score: Raw -5108539.613521 + Penalty 3453.694280 = -5105085.919240
  nChanged 1
		SP:Iteration 80F (129285.210000 sec): 3 clusters
  Score: Raw -5108540.170515 + Penalty 3453.694280 = -5105086.476235
  nChanged 2
		SP:Iteration 81Q (129285.690000 sec): 3 clusters
  Score: Raw -5108540.520725 + Penalty 3453.694280 = -5105086.826444
  nChanged 1
		SP:Iteration 82Q (129286.030000 sec): 3 clusters
  Score: Raw -5108540.568404 + Penalty 3453.694280 = -5105086.874124
  nChanged 0
		SP:Iteration 83F (129286.530000 sec): 3 clusters
  Score: Raw -5108540.568404 + Penalty 3453.694280 = -5105086.874124
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129286.740000 sec): 2 clusters
  Score: Raw -1649999.033891 + Penalty 1548.074109 = -1648450.959782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129286.930000 sec): 3 clusters
  Score: Raw -1641949.367095 + Penalty 3096.148218 = -1638853.218877
  nChanged 6125
		SP:Iteration 1F (129287.190000 sec): 3 clusters
  Score: Raw -1645393.295859 + Penalty 3096.148218 = -1642297.147641
  nChanged 808
		SP:Iteration 2F (129287.460000 sec): 3 clusters
  Score: Raw -1645729.971758 + Penalty 3096.148218 = -1642633.823540
  nChanged 758
		SP:Iteration 3F (129287.730000 sec): 3 clusters
  Score: Raw -1646100.759967 + Penalty 3096.148218 = -1643004.611750
  nChanged 805
		SP:Iteration 4F (129288.020000 sec): 3 clusters
  Score: Raw -1646526.683182 + Penalty 3096.148218 = -1643430.534964
  nChanged 781
		SP:Iteration 5F (129288.270000 sec): 3 clusters
  Score: Raw -1646986.713316 + Penalty 3096.148218 = -1643890.565098
  nChanged 800
		SP:Iteration 6F (129288.560000 sec): 3 clusters
  Score: Raw -1647475.771682 + Penalty 3096.148218 = -1644379.623464
  nChanged 760
		SP:Iteration 7F (129288.770000 sec): 3 clusters
  Score: Raw -1647934.089828 + Penalty 3096.148218 = -1644837.941610
  nChanged 650
		SP:Iteration 8Q (129289.030000 sec): 3 clusters
  Score: Raw -1648341.296506 + Penalty 3096.148218 = -1645245.148288
  nChanged 567
		SP:Iteration 9Q (129289.260000 sec): 3 clusters
  Score: Raw -1648698.797056 + Penalty 3096.148218 = -1645602.648838
  nChanged 459
		SP:Iteration 10Q (129289.600000 sec): 3 clusters
  Score: Raw -1648999.034724 + Penalty 3096.148218 = -1645902.886506
  nChanged 357
		SP:Iteration 11Q (129289.850000 sec): 3 clusters
  Score: Raw -1649239.517186 + Penalty 3096.148218 = -1646143.368968
  nChanged 309
		SP:Iteration 12Q (129290.130000 sec): 3 clusters
  Score: Raw -1649473.013522 + Penalty 3096.148218 = -1646376.865304
  nChanged 255
		SP:Iteration 13Q (129290.440000 sec): 3 clusters
  Score: Raw -1649676.353582 + Penalty 3096.148218 = -1646580.205364
  nChanged 233
		SP:Iteration 14Q (129290.720000 sec): 3 clusters
  Score: Raw -1649882.854330 + Penalty 3096.148218 = -1646786.706112
  nChanged 173
		SP:Iteration 15Q (129290.980000 sec): 3 clusters
  Score: Raw -1650009.758140 + Penalty 3096.148218 = -1646913.609923
  nChanged 141
		SP:Iteration 16Q (129291.260000 sec): 3 clusters
  Score: Raw -1650092.370450 + Penalty 3096.148218 = -1646996.222233
  nChanged 88
		SP:Iteration 17Q (129291.500000 sec): 3 clusters
  Score: Raw -1650135.163210 + Penalty 3096.148218 = -1647039.014992
  nChanged 73
		SP:Iteration 18Q (129291.750000 sec): 3 clusters
  Score: Raw -1650170.236529 + Penalty 3096.148218 = -1647074.088311
  nChanged 53
		SP:Iteration 19Q (129292.020000 sec): 3 clusters
  Score: Raw -1650200.645561 + Penalty 3096.148218 = -1647104.497343
  nChanged 59
		SP:Iteration 20F (129292.320000 sec): 3 clusters
  Score: Raw -1650231.420366 + Penalty 3096.148218 = -1647135.272148
  nChanged 50
		SP:Iteration 21Q (129292.580000 sec): 3 clusters
  Score: Raw -1650260.529750 + Penalty 3096.148218 = -1647164.381532
  nChanged 50
		SP:Iteration 22Q (129292.850000 sec): 3 clusters
  Score: Raw -1650281.517960 + Penalty 3096.148218 = -1647185.369742
  nChanged 35
		SP:Iteration 23Q (129293.060000 sec): 3 clusters
  Score: Raw -1650295.831549 + Penalty 3096.148218 = -1647199.683331
  nChanged 31
		SP:Iteration 24Q (129293.230000 sec): 3 clusters
  Score: Raw -1650308.456137 + Penalty 3096.148218 = -1647212.307919
  nChanged 24
		SP:Iteration 25Q (129293.460000 sec): 3 clusters
  Score: Raw -1650318.041347 + Penalty 3096.148218 = -1647221.893129
  nChanged 26
		SP:Iteration 26Q (129293.660000 sec): 3 clusters
  Score: Raw -1650330.454391 + Penalty 3096.148218 = -1647234.306173
  nChanged 23
		SP:Iteration 27Q (129293.800000 sec): 3 clusters
  Score: Raw -1650342.150280 + Penalty 3096.148218 = -1647246.002062
  nChanged 18
		SP:Iteration 28Q (129293.980000 sec): 3 clusters
  Score: Raw -1650349.842521 + Penalty 3096.148218 = -1647253.694303
  nChanged 17
		SP:Iteration 29Q (129294.210000 sec): 3 clusters
  Score: Raw -1650356.353449 + Penalty 3096.148218 = -1647260.205231
  nChanged 12
		SP:Iteration 30Q (129294.440000 sec): 3 clusters
  Score: Raw -1650360.781311 + Penalty 3096.148218 = -1647264.633094
  nChanged 12
		SP:Iteration 31Q (129294.660000 sec): 3 clusters
  Score: Raw -1650365.385006 + Penalty 3096.148218 = -1647269.236788
  nChanged 10
		SP:Iteration 32Q (129294.890000 sec): 3 clusters
  Score: Raw -1650368.854351 + Penalty 3096.148218 = -1647272.706133
  nChanged 12
		SP:Iteration 33Q (129295.090000 sec): 3 clusters
  Score: Raw -1650373.117723 + Penalty 3096.148218 = -1647276.969505
  nChanged 11
		SP:Iteration 34Q (129295.320000 sec): 3 clusters
  Score: Raw -1650377.061172 + Penalty 3096.148218 = -1647280.912954
  nChanged 8
		SP:Iteration 35Q (129295.490000 sec): 3 clusters
  Score: Raw -1650379.750218 + Penalty 3096.148218 = -1647283.602000
  nChanged 2
		SP:Iteration 36Q (129295.670000 sec): 3 clusters
  Score: Raw -1650380.174827 + Penalty 3096.148218 = -1647284.026609
  nChanged 0
		SP:Iteration 37F (129295.880000 sec): 3 clusters
  Score: Raw -1650380.174827 + Penalty 3096.148218 = -1647284.026609
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129296.180000 sec): 2 clusters
  Score: Raw -3631668.180688 + Penalty 1674.041487 = -3629994.139202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129296.590000 sec): 3 clusters
  Score: Raw -3613303.842904 + Penalty 3348.082973 = -3609955.759931
  nChanged 13645
		SP:Iteration 1F (129296.970000 sec): 3 clusters
  Score: Raw -3620861.966087 + Penalty 3348.082973 = -3617513.883114
  nChanged 1432
		SP:Iteration 2Q (129297.370000 sec): 3 clusters
  Score: Raw -3621356.191331 + Penalty 3348.082973 = -3618008.108358
  nChanged 1397
		SP:Iteration 3Q (129297.760000 sec): 3 clusters
  Score: Raw -3621888.424994 + Penalty 3348.082973 = -3618540.342021
  nChanged 1427
		SP:Iteration 4Q (129298.080000 sec): 3 clusters
  Score: Raw -3622455.007130 + Penalty 3348.082973 = -3619106.924157
  nChanged 1486
		SP:Iteration 5Q (129298.480000 sec): 3 clusters
  Score: Raw -3623095.264092 + Penalty 3348.082973 = -3619747.181118
  nChanged 1492
		SP:Iteration 6F (129298.810000 sec): 3 clusters
  Score: Raw -3623773.163690 + Penalty 3348.082973 = -3620425.080717
  nChanged 1524
		SP:Iteration 7F (129299.170000 sec): 3 clusters
  Score: Raw -3624443.393505 + Penalty 3348.082973 = -3621095.310531
  nChanged 1373
		SP:Iteration 8Q (129299.500000 sec): 3 clusters
  Score: Raw -3625005.997560 + Penalty 3348.082973 = -3621657.914587
  nChanged 1214
		SP:Iteration 9Q (129299.840000 sec): 3 clusters
  Score: Raw -3625477.317190 + Penalty 3348.082973 = -3622129.234217
  nChanged 1068
		SP:Iteration 10Q (129300.200000 sec): 3 clusters
  Score: Raw -3625832.910163 + Penalty 3348.082973 = -3622484.827189
  nChanged 845
		SP:Iteration 11Q (129300.630000 sec): 3 clusters
  Score: Raw -3626079.210385 + Penalty 3348.082973 = -3622731.127412
  nChanged 732
		SP:Iteration 12Q (129301.000000 sec): 3 clusters
  Score: Raw -3626264.094198 + Penalty 3348.082973 = -3622916.011225
  nChanged 589
		SP:Iteration 13Q (129301.380000 sec): 3 clusters
  Score: Raw -3626419.829099 + Penalty 3348.082973 = -3623071.746126
  nChanged 538
		SP:Iteration 14Q (129301.720000 sec): 3 clusters
  Score: Raw -3626560.639021 + Penalty 3348.082973 = -3623212.556048
  nChanged 530
		SP:Iteration 15Q (129302.110000 sec): 3 clusters
  Score: Raw -3626687.332517 + Penalty 3348.082973 = -3623339.249544
  nChanged 548
		SP:Iteration 16Q (129302.480000 sec): 3 clusters
  Score: Raw -3626829.974084 + Penalty 3348.082973 = -3623481.891110
  nChanged 602
		SP:Iteration 17Q (129302.830000 sec): 3 clusters
  Score: Raw -3626999.849294 + Penalty 3348.082973 = -3623651.766321
  nChanged 652
		SP:Iteration 18Q (129303.230000 sec): 3 clusters
  Score: Raw -3627201.590209 + Penalty 3348.082973 = -3623853.507236
  nChanged 745
		SP:Iteration 19Q (129303.510000 sec): 3 clusters
  Score: Raw -3627450.079363 + Penalty 3348.082973 = -3624101.996390
  nChanged 812
		SP:Iteration 20F (129303.910000 sec): 3 clusters
  Score: Raw -3627744.019043 + Penalty 3348.082973 = -3624395.936070
  nChanged 905
		SP:Iteration 21Q (129304.240000 sec): 3 clusters
  Score: Raw -3628091.077860 + Penalty 3348.082973 = -3624742.994887
  nChanged 950
		SP:Iteration 22Q (129304.590000 sec): 3 clusters
  Score: Raw -3628463.019088 + Penalty 3348.082973 = -3625114.936115
  nChanged 971
		SP:Iteration 23Q (129304.960000 sec): 3 clusters
  Score: Raw -3628857.072654 + Penalty 3348.082973 = -3625508.989681
  nChanged 1000
		SP:Iteration 24Q (129305.310000 sec): 3 clusters
  Score: Raw -3629288.304054 + Penalty 3348.082973 = -3625940.221081
  nChanged 987
		SP:Iteration 25Q (129305.630000 sec): 3 clusters
  Score: Raw -3629696.295862 + Penalty 3348.082973 = -3626348.212889
  nChanged 904
		SP:Iteration 26Q (129305.970000 sec): 3 clusters
  Score: Raw -3630071.507897 + Penalty 3348.082973 = -3626723.424924
  nChanged 838
		SP:Iteration 27Q (129306.270000 sec): 3 clusters
  Score: Raw -3630418.781681 + Penalty 3348.082973 = -3627070.698708
  nChanged 746
		SP:Iteration 28Q (129306.590000 sec): 3 clusters
  Score: Raw -3630730.202232 + Penalty 3348.082973 = -3627382.119259
  nChanged 618
		SP:Iteration 29Q (129306.950000 sec): 3 clusters
  Score: Raw -3630978.023748 + Penalty 3348.082973 = -3627629.940775
  nChanged 541
		SP:Iteration 30Q (129307.310000 sec): 3 clusters
  Score: Raw -3631191.785617 + Penalty 3348.082973 = -3627843.702644
  nChanged 458
		SP:Iteration 31Q (129307.640000 sec): 3 clusters
  Score: Raw -3631365.680367 + Penalty 3348.082973 = -3628017.597394
  nChanged 367
		SP:Iteration 32Q (129307.910000 sec): 3 clusters
  Score: Raw -3631494.878158 + Penalty 3348.082973 = -3628146.795185
  nChanged 304
		SP:Iteration 33Q (129308.220000 sec): 3 clusters
  Score: Raw -3631600.796584 + Penalty 3348.082973 = -3628252.713611
  nChanged 255
		SP:Iteration 34Q (129308.490000 sec): 3 clusters
  Score: Raw -3631699.002684 + Penalty 3348.082973 = -3628350.919710
  nChanged 211
		SP:Iteration 35Q (129308.830000 sec): 3 clusters
  Score: Raw -3631772.440938 + Penalty 3348.082973 = -3628424.357965
  nChanged 153
		SP:Iteration 36Q (129309.150000 sec): 3 clusters
  Score: Raw -3631822.007768 + Penalty 3348.082973 = -3628473.924795
  nChanged 142
		SP:Iteration 37Q (129309.430000 sec): 3 clusters
  Score: Raw -3631867.458823 + Penalty 3348.082973 = -3628519.375850
  nChanged 127
		SP:Iteration 38Q (129309.760000 sec): 3 clusters
  Score: Raw -3631911.965157 + Penalty 3348.082973 = -3628563.882184
  nChanged 117
		SP:Iteration 39Q (129310.150000 sec): 3 clusters
  Score: Raw -3631955.188492 + Penalty 3348.082973 = -3628607.105519
  nChanged 102
		SP:Iteration 40F (129310.490000 sec): 3 clusters
  Score: Raw -3631991.155950 + Penalty 3348.082973 = -3628643.072977
  nChanged 84
		SP:Iteration 41Q (129310.790000 sec): 3 clusters
  Score: Raw -3632018.687152 + Penalty 3348.082973 = -3628670.604179
  nChanged 75
		SP:Iteration 42Q (129311.100000 sec): 3 clusters
  Score: Raw -3632041.245802 + Penalty 3348.082973 = -3628693.162829
  nChanged 49
		SP:Iteration 43Q (129311.450000 sec): 3 clusters
  Score: Raw -3632054.706656 + Penalty 3348.082973 = -3628706.623683
  nChanged 38
		SP:Iteration 44Q (129311.840000 sec): 3 clusters
  Score: Raw -3632065.148301 + Penalty 3348.082973 = -3628717.065328
  nChanged 26
		SP:Iteration 45Q (129312.140000 sec): 3 clusters
  Score: Raw -3632071.814331 + Penalty 3348.082973 = -3628723.731358
  nChanged 24
		SP:Iteration 46Q (129312.470000 sec): 3 clusters
  Score: Raw -3632078.810400 + Penalty 3348.082973 = -3628730.727427
  nChanged 23
		SP:Iteration 47Q (129312.730000 sec): 3 clusters
  Score: Raw -3632086.164695 + Penalty 3348.082973 = -3628738.081722
  nChanged 22
		SP:Iteration 48Q (129313.060000 sec): 3 clusters
  Score: Raw -3632092.547540 + Penalty 3348.082973 = -3628744.464566
  nChanged 19
		SP:Iteration 49Q (129313.330000 sec): 3 clusters
  Score: Raw -3632097.693621 + Penalty 3348.082973 = -3628749.610648
  nChanged 24
		SP:Iteration 50Q (129313.650000 sec): 3 clusters
  Score: Raw -3632103.535163 + Penalty 3348.082973 = -3628755.452190
  nChanged 14
		SP:Iteration 51Q (129314.010000 sec): 3 clusters
  Score: Raw -3632106.910979 + Penalty 3348.082973 = -3628758.828005
  nChanged 11
		SP:Iteration 52Q (129314.320000 sec): 3 clusters
  Score: Raw -3632109.874949 + Penalty 3348.082973 = -3628761.791976
  nChanged 13
		SP:Iteration 53Q (129314.680000 sec): 3 clusters
  Score: Raw -3632112.872906 + Penalty 3348.082973 = -3628764.789933
  nChanged 12
		SP:Iteration 54Q (129315.050000 sec): 3 clusters
  Score: Raw -3632115.666466 + Penalty 3348.082973 = -3628767.583493
  nChanged 19
		SP:Iteration 55Q (129315.380000 sec): 3 clusters
  Score: Raw -3632120.507331 + Penalty 3348.082973 = -3628772.424358
  nChanged 15
		SP:Iteration 56Q (129315.770000 sec): 3 clusters
  Score: Raw -3632123.583671 + Penalty 3348.082973 = -3628775.500698
  nChanged 5
		SP:Iteration 57Q (129316.090000 sec): 3 clusters
  Score: Raw -3632124.613171 + Penalty 3348.082973 = -3628776.530198
  nChanged 5
		SP:Iteration 58Q (129316.350000 sec): 3 clusters
  Score: Raw -3632125.689628 + Penalty 3348.082973 = -3628777.606655
  nChanged 6
		SP:Iteration 59Q (129316.670000 sec): 3 clusters
  Score: Raw -3632127.291044 + Penalty 3348.082973 = -3628779.208070
  nChanged 7
		SP:Iteration 60F (129317.010000 sec): 3 clusters
  Score: Raw -3632128.826679 + Penalty 3348.082973 = -3628780.743706
  nChanged 2
		SP:Iteration 61Q (129317.310000 sec): 3 clusters
  Score: Raw -3632129.193845 + Penalty 3348.082973 = -3628781.110872
  nChanged 0
		SP:Iteration 62F (129317.630000 sec): 3 clusters
  Score: Raw -3632129.193845 + Penalty 3348.082973 = -3628781.110872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129317.770000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129317.950000 sec): 3 clusters
  Score: Raw -12859.977817 + Penalty 1598.993801 = -11260.984016
  nChanged 14
		SP:Iteration 1F (129318.070000 sec): 3 clusters
  Score: Raw -12913.674025 + Penalty 1598.993801 = -11314.680224
  nChanged 4
		SP:Iteration 2Q (129318.270000 sec): 3 clusters
  Score: Raw -12940.505245 + Penalty 1598.993801 = -11341.511444
  nChanged 5
		SP:Iteration 3Q (129318.360000 sec): 3 clusters
  Score: Raw -12979.047731 + Penalty 1598.993801 = -11380.053930
  nChanged 3
		SP:Iteration 4Q (129318.490000 sec): 3 clusters
  Score: Raw -13001.563046 + Penalty 1598.993801 = -11402.569245
  nChanged 0
		SP:Iteration 5F (129318.660000 sec): 3 clusters
  Score: Raw -13001.563046 + Penalty 1598.993801 = -11402.569245
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129318.760000 sec): 2 clusters
  Score: Raw -690814.242298 + Penalty 1404.764808 = -689409.477490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129318.910000 sec): 3 clusters
  Score: Raw -687853.775515 + Penalty 2809.529616 = -685044.245898
  nChanged 2319
		SP:Iteration 1F (129319.110000 sec): 3 clusters
  Score: Raw -689157.946465 + Penalty 2809.529616 = -686348.416848
  nChanged 471
		SP:Iteration 2F (129319.250000 sec): 3 clusters
  Score: Raw -689477.538077 + Penalty 2809.529616 = -686668.008460
  nChanged 386
		SP:Iteration 3F (129319.450000 sec): 3 clusters
  Score: Raw -689758.300973 + Penalty 2809.529616 = -686948.771357
  nChanged 372
		SP:Iteration 4F (129319.560000 sec): 3 clusters
  Score: Raw -690009.908162 + Penalty 2809.529616 = -687200.378545
  nChanged 306
		SP:Iteration 5F (129319.760000 sec): 3 clusters
  Score: Raw -690191.348854 + Penalty 2809.529616 = -687381.819238
  nChanged 252
		SP:Iteration 6Q (129319.890000 sec): 3 clusters
  Score: Raw -690327.557176 + Penalty 2809.529616 = -687518.027559
  nChanged 215
		SP:Iteration 7Q (129320.080000 sec): 3 clusters
  Score: Raw -690448.500030 + Penalty 2809.529616 = -687638.970413
  nChanged 175
		SP:Iteration 8Q (129320.270000 sec): 3 clusters
  Score: Raw -690550.398253 + Penalty 2809.529616 = -687740.868637
  nChanged 186
		SP:Iteration 9Q (129320.410000 sec): 3 clusters
  Score: Raw -690646.741229 + Penalty 2809.529616 = -687837.211613
  nChanged 176
		SP:Iteration 10Q (129320.570000 sec): 3 clusters
  Score: Raw -690727.360689 + Penalty 2809.529616 = -687917.831073
  nChanged 125
		SP:Iteration 11Q (129320.750000 sec): 3 clusters
  Score: Raw -690773.606271 + Penalty 2809.529616 = -687964.076654
  nChanged 102
		SP:Iteration 12Q (129320.950000 sec): 3 clusters
  Score: Raw -690809.440522 + Penalty 2809.529616 = -687999.910905
  nChanged 78
		SP:Iteration 13Q (129321.100000 sec): 3 clusters
  Score: Raw -690832.924282 + Penalty 2809.529616 = -688023.394665
  nChanged 53
		SP:Iteration 14Q (129321.280000 sec): 3 clusters
  Score: Raw -690848.162704 + Penalty 2809.529616 = -688038.633088
  nChanged 47
		SP:Iteration 15Q (129321.520000 sec): 3 clusters
  Score: Raw -690859.260415 + Penalty 2809.529616 = -688049.730799
  nChanged 44
		SP:Iteration 16Q (129321.700000 sec): 3 clusters
  Score: Raw -690870.161957 + Penalty 2809.529616 = -688060.632341
  nChanged 29
		SP:Iteration 17Q (129321.880000 sec): 3 clusters
  Score: Raw -690876.573900 + Penalty 2809.529616 = -688067.044284
  nChanged 25
		SP:Iteration 18Q (129322.040000 sec): 3 clusters
  Score: Raw -690882.328636 + Penalty 2809.529616 = -688072.799019
  nChanged 30
		SP:Iteration 19Q (129322.200000 sec): 3 clusters
  Score: Raw -690889.306958 + Penalty 2809.529616 = -688079.777342
  nChanged 21
		SP:Iteration 20F (129322.260000 sec): 3 clusters
  Score: Raw -690895.178466 + Penalty 2809.529616 = -688085.648849
  nChanged 18
		SP:Iteration 21Q (129322.350000 sec): 3 clusters
  Score: Raw -690899.976653 + Penalty 2809.529616 = -688090.447037
  nChanged 18
		SP:Iteration 22Q (129322.520000 sec): 3 clusters
  Score: Raw -690904.411169 + Penalty 2809.529616 = -688094.881553
  nChanged 19
		SP:Iteration 23Q (129322.710000 sec): 3 clusters
  Score: Raw -690908.567934 + Penalty 2809.529616 = -688099.038318
  nChanged 15
		SP:Iteration 24Q (129322.910000 sec): 3 clusters
  Score: Raw -690912.294273 + Penalty 2809.529616 = -688102.764656
  nChanged 14
		SP:Iteration 25Q (129323.070000 sec): 3 clusters
  Score: Raw -690916.538374 + Penalty 2809.529616 = -688107.008758
  nChanged 17
		SP:Iteration 26Q (129323.240000 sec): 3 clusters
  Score: Raw -690921.774264 + Penalty 2809.529616 = -688112.244648
  nChanged 19
		SP:Iteration 27Q (129323.420000 sec): 3 clusters
  Score: Raw -690926.538264 + Penalty 2809.529616 = -688117.008648
  nChanged 19
		SP:Iteration 28Q (129323.600000 sec): 3 clusters
  Score: Raw -690932.291564 + Penalty 2809.529616 = -688122.761948
  nChanged 26
		SP:Iteration 29Q (129323.770000 sec): 3 clusters
  Score: Raw -690938.624986 + Penalty 2809.529616 = -688129.095370
  nChanged 19
		SP:Iteration 30Q (129323.970000 sec): 3 clusters
  Score: Raw -690941.916141 + Penalty 2809.529616 = -688132.386525
  nChanged 12
		SP:Iteration 31Q (129324.170000 sec): 3 clusters
  Score: Raw -690944.668143 + Penalty 2809.529616 = -688135.138527
  nChanged 9
		SP:Iteration 32Q (129324.320000 sec): 3 clusters
  Score: Raw -690946.676824 + Penalty 2809.529616 = -688137.147208
  nChanged 9
		SP:Iteration 33Q (129324.460000 sec): 3 clusters
  Score: Raw -690948.270060 + Penalty 2809.529616 = -688138.740444
  nChanged 5
		SP:Iteration 34Q (129324.610000 sec): 3 clusters
  Score: Raw -690949.184130 + Penalty 2809.529616 = -688139.654514
  nChanged 3
		SP:Iteration 35Q (129324.760000 sec): 3 clusters
  Score: Raw -690949.601978 + Penalty 2809.529616 = -688140.072361
  nChanged 3
		SP:Iteration 36Q (129324.900000 sec): 3 clusters
  Score: Raw -690950.100563 + Penalty 2809.529616 = -688140.570947
  nChanged 4
		SP:Iteration 37Q (129325.040000 sec): 3 clusters
  Score: Raw -690950.897978 + Penalty 2809.529616 = -688141.368362
  nChanged 4
		SP:Iteration 38Q (129325.190000 sec): 3 clusters
  Score: Raw -690951.704026 + Penalty 2809.529616 = -688142.174409
  nChanged 2
		SP:Iteration 39Q (129325.330000 sec): 3 clusters
  Score: Raw -690951.927956 + Penalty 2809.529616 = -688142.398340
  nChanged 0
		SP:Iteration 40F (129325.480000 sec): 3 clusters
  Score: Raw -690951.927956 + Penalty 2809.529616 = -688142.398340
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129325.600000 sec): 2 clusters
  Score: Raw -596584.618270 + Penalty 1393.420584 = -595191.197686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129325.810000 sec): 3 clusters
  Score: Raw -593812.330726 + Penalty 2786.841168 = -591025.489558
  nChanged 2223
		SP:Iteration 1F (129326.010000 sec): 3 clusters
  Score: Raw -595216.964184 + Penalty 2786.841168 = -592430.123016
  nChanged 472
		SP:Iteration 2F (129326.230000 sec): 3 clusters
  Score: Raw -595622.143617 + Penalty 2786.841168 = -592835.302449
  nChanged 427
		SP:Iteration 3F (129326.390000 sec): 3 clusters
  Score: Raw -595946.234675 + Penalty 2786.841168 = -593159.393507
  nChanged 365
		SP:Iteration 4F (129326.580000 sec): 3 clusters
  Score: Raw -596236.022288 + Penalty 2786.841168 = -593449.181120
  nChanged 310
		SP:Iteration 5F (129326.750000 sec): 3 clusters
  Score: Raw -596463.165755 + Penalty 2786.841168 = -593676.324587
  nChanged 283
		SP:Iteration 6F (129326.860000 sec): 3 clusters
  Score: Raw -596669.896358 + Penalty 2786.841168 = -593883.055190
  nChanged 234
		SP:Iteration 7Q (129327.010000 sec): 3 clusters
  Score: Raw -596818.681068 + Penalty 2786.841168 = -594031.839900
  nChanged 177
		SP:Iteration 8Q (129327.150000 sec): 3 clusters
  Score: Raw -596920.840248 + Penalty 2786.841168 = -594133.999080
  nChanged 135
		SP:Iteration 9Q (129327.340000 sec): 3 clusters
  Score: Raw -597001.174009 + Penalty 2786.841168 = -594214.332841
  nChanged 104
		SP:Iteration 10Q (129327.460000 sec): 3 clusters
  Score: Raw -597047.350943 + Penalty 2786.841168 = -594260.509775
  nChanged 71
		SP:Iteration 11Q (129327.650000 sec): 3 clusters
  Score: Raw -597076.097851 + Penalty 2786.841168 = -594289.256683
  nChanged 52
		SP:Iteration 12Q (129327.810000 sec): 3 clusters
  Score: Raw -597095.601613 + Penalty 2786.841168 = -594308.760445
  nChanged 38
		SP:Iteration 13Q (129327.980000 sec): 3 clusters
  Score: Raw -597111.460203 + Penalty 2786.841168 = -594324.619035
  nChanged 30
		SP:Iteration 14Q (129328.180000 sec): 3 clusters
  Score: Raw -597121.942448 + Penalty 2786.841168 = -594335.101280
  nChanged 30
		SP:Iteration 15Q (129328.340000 sec): 3 clusters
  Score: Raw -597130.988714 + Penalty 2786.841168 = -594344.147546
  nChanged 37
		SP:Iteration 16Q (129328.510000 sec): 3 clusters
  Score: Raw -597140.857748 + Penalty 2786.841168 = -594354.016580
  nChanged 30
		SP:Iteration 17Q (129328.670000 sec): 3 clusters
  Score: Raw -597147.640548 + Penalty 2786.841168 = -594360.799380
  nChanged 18
		SP:Iteration 18Q (129328.790000 sec): 3 clusters
  Score: Raw -597152.782573 + Penalty 2786.841168 = -594365.941405
  nChanged 16
		SP:Iteration 19Q (129328.930000 sec): 3 clusters
  Score: Raw -597159.049588 + Penalty 2786.841168 = -594372.208420
  nChanged 17
		SP:Iteration 20F (129329.080000 sec): 3 clusters
  Score: Raw -597163.909190 + Penalty 2786.841168 = -594377.068022
  nChanged 17
		SP:Iteration 21Q (129329.270000 sec): 3 clusters
  Score: Raw -597169.866307 + Penalty 2786.841168 = -594383.025139
  nChanged 18
		SP:Iteration 22Q (129329.380000 sec): 3 clusters
  Score: Raw -597180.527069 + Penalty 2786.841168 = -594393.685901
  nChanged 24
		SP:Iteration 23Q (129329.530000 sec): 3 clusters
  Score: Raw -597190.718211 + Penalty 2786.841168 = -594403.877043
  nChanged 33
		SP:Iteration 24Q (129329.680000 sec): 3 clusters
  Score: Raw -597203.634382 + Penalty 2786.841168 = -594416.793214
  nChanged 25
		SP:Iteration 25Q (129329.800000 sec): 3 clusters
  Score: Raw -597218.816954 + Penalty 2786.841168 = -594431.975786
  nChanged 24
		SP:Iteration 26Q (129329.980000 sec): 3 clusters
  Score: Raw -597232.257522 + Penalty 2786.841168 = -594445.416354
  nChanged 21
		SP:Iteration 27Q (129330.150000 sec): 3 clusters
  Score: Raw -597241.532971 + Penalty 2786.841168 = -594454.691803
  nChanged 20
		SP:Iteration 28Q (129330.310000 sec): 3 clusters
  Score: Raw -597250.405539 + Penalty 2786.841168 = -594463.564371
  nChanged 21
		SP:Iteration 29Q (129330.470000 sec): 3 clusters
  Score: Raw -597257.225313 + Penalty 2786.841168 = -594470.384145
  nChanged 9
		SP:Iteration 30Q (129330.590000 sec): 3 clusters
  Score: Raw -597259.642777 + Penalty 2786.841168 = -594472.801609
  nChanged 10
		SP:Iteration 31Q (129330.730000 sec): 3 clusters
  Score: Raw -597263.288485 + Penalty 2786.841168 = -594476.447317
  nChanged 11
		SP:Iteration 32Q (129330.920000 sec): 3 clusters
  Score: Raw -597268.741520 + Penalty 2786.841168 = -594481.900352
  nChanged 11
		SP:Iteration 33Q (129331.080000 sec): 3 clusters
  Score: Raw -597273.368072 + Penalty 2786.841168 = -594486.526904
  nChanged 11
		SP:Iteration 34Q (129331.250000 sec): 3 clusters
  Score: Raw -597278.049470 + Penalty 2786.841168 = -594491.208302
  nChanged 15
		SP:Iteration 35Q (129331.360000 sec): 3 clusters
  Score: Raw -597283.123186 + Penalty 2786.841168 = -594496.282018
  nChanged 8
		SP:Iteration 36Q (129331.510000 sec): 3 clusters
  Score: Raw -597286.261651 + Penalty 2786.841168 = -594499.420483
  nChanged 7
		SP:Iteration 37Q (129331.660000 sec): 3 clusters
  Score: Raw -597288.173991 + Penalty 2786.841168 = -594501.332823
  nChanged 3
		SP:Iteration 38Q (129331.800000 sec): 3 clusters
  Score: Raw -597288.885636 + Penalty 2786.841168 = -594502.044468
  nChanged 3
		SP:Iteration 39Q (129331.940000 sec): 3 clusters
  Score: Raw -597290.041867 + Penalty 2786.841168 = -594503.200699
  nChanged 4
		SP:Iteration 40F (129332.130000 sec): 3 clusters
  Score: Raw -597291.443152 + Penalty 2786.841168 = -594504.601984
  nChanged 7
		SP:Iteration 41Q (129332.250000 sec): 3 clusters
  Score: Raw -597292.735352 + Penalty 2786.841168 = -594505.894184
  nChanged 6
		SP:Iteration 42Q (129332.440000 sec): 3 clusters
  Score: Raw -597293.646003 + Penalty 2786.841168 = -594506.804835
  nChanged 4
		SP:Iteration 43Q (129332.610000 sec): 3 clusters
  Score: Raw -597294.561688 + Penalty 2786.841168 = -594507.720520
  nChanged 6
		SP:Iteration 44Q (129332.780000 sec): 3 clusters
  Score: Raw -597296.226128 + Penalty 2786.841168 = -594509.384960
  nChanged 4
		SP:Iteration 45Q (129332.890000 sec): 3 clusters
  Score: Raw -597298.387884 + Penalty 2786.841168 = -594511.546716
  nChanged 6
		SP:Iteration 46Q (129333.040000 sec): 3 clusters
  Score: Raw -597300.488432 + Penalty 2786.841168 = -594513.647264
  nChanged 3
		SP:Iteration 47Q (129333.210000 sec): 3 clusters
  Score: Raw -597301.055803 + Penalty 2786.841168 = -594514.214635
  nChanged 0
		SP:Iteration 48F (129333.360000 sec): 3 clusters
  Score: Raw -597301.055803 + Penalty 2786.841168 = -594514.214635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129333.440000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129333.600000 sec): 3 clusters
  Score: Raw -85092.336941 + Penalty 2186.025856 = -82906.311085
  nChanged 231
		SP:Iteration 1F (129333.750000 sec): 3 clusters
  Score: Raw -85422.402810 + Penalty 2186.025856 = -83236.376955
  nChanged 67
		SP:Iteration 2F (129333.890000 sec): 3 clusters
  Score: Raw -85543.385030 + Penalty 2186.025856 = -83357.359174
  nChanged 54
		SP:Iteration 3F (129334.020000 sec): 3 clusters
  Score: Raw -85644.732321 + Penalty 2186.025856 = -83458.706465
  nChanged 39
		SP:Iteration 4Q (129334.160000 sec): 3 clusters
  Score: Raw -85714.312757 + Penalty 2186.025856 = -83528.286901
  nChanged 25
		SP:Iteration 5Q (129334.290000 sec): 3 clusters
  Score: Raw -85758.758427 + Penalty 2186.025856 = -83572.732571
  nChanged 14
		SP:Iteration 6Q (129334.440000 sec): 3 clusters
  Score: Raw -85778.261986 + Penalty 2186.025856 = -83592.236130
  nChanged 9
		SP:Iteration 7Q (129334.540000 sec): 3 clusters
  Score: Raw -85787.119456 + Penalty 2186.025856 = -83601.093600
  nChanged 5
		SP:Iteration 8Q (129334.670000 sec): 3 clusters
  Score: Raw -85793.517492 + Penalty 2186.025856 = -83607.491636
  nChanged 6
		SP:Iteration 9Q (129334.800000 sec): 3 clusters
  Score: Raw -85798.836223 + Penalty 2186.025856 = -83612.810367
  nChanged 2
		SP:Iteration 10Q (129334.950000 sec): 3 clusters
  Score: Raw -85801.883327 + Penalty 2186.025856 = -83615.857471
  nChanged 1
		SP:Iteration 11Q (129335.070000 sec): 3 clusters
  Score: Raw -85805.055447 + Penalty 2186.025856 = -83619.029591
  nChanged 2
		SP:Iteration 12Q (129335.210000 sec): 3 clusters
  Score: Raw -85807.703556 + Penalty 2186.025856 = -83621.677700
  nChanged 0
		SP:Iteration 13F (129335.300000 sec): 3 clusters
  Score: Raw -85807.703556 + Penalty 2186.025856 = -83621.677700
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129335.390000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129335.540000 sec): 3 clusters
  Score: Raw -60665.995746 + Penalty 2024.266076 = -58641.729670
  nChanged 130
		SP:Iteration 1F (129335.640000 sec): 3 clusters
  Score: Raw -60840.089213 + Penalty 2024.266076 = -58815.823137
  nChanged 36
		SP:Iteration 2F (129335.730000 sec): 3 clusters
  Score: Raw -60905.907257 + Penalty 2024.266076 = -58881.641181
  nChanged 19
		SP:Iteration 3Q (129335.880000 sec): 3 clusters
  Score: Raw -60968.208870 + Penalty 2024.266076 = -58943.942794
  nChanged 17
		SP:Iteration 4Q (129335.970000 sec): 3 clusters
  Score: Raw -60999.783682 + Penalty 2024.266076 = -58975.517606
  nChanged 10
		SP:Iteration 5Q (129336.120000 sec): 3 clusters
  Score: Raw -61014.073857 + Penalty 2024.266076 = -58989.807781
  nChanged 6
		SP:Iteration 6Q (129336.210000 sec): 3 clusters
  Score: Raw -61020.284719 + Penalty 2024.266076 = -58996.018642
  nChanged 2
		SP:Iteration 7Q (129336.360000 sec): 3 clusters
  Score: Raw -61024.345526 + Penalty 2024.266076 = -59000.079450
  nChanged 1
		SP:Iteration 8Q (129336.460000 sec): 3 clusters
  Score: Raw -61025.438409 + Penalty 2024.266076 = -59001.172333
  nChanged 1
		SP:Iteration 9Q (129336.550000 sec): 3 clusters
  Score: Raw -61026.527916 + Penalty 2024.266076 = -59002.261840
  nChanged 0
		SP:Iteration 10F (129336.640000 sec): 3 clusters
  Score: Raw -61026.527916 + Penalty 2024.266076 = -59002.261840
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (16397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129336.940000 sec): 2 clusters
  Score: Raw -1871977.645488 + Penalty 1577.038721 = -1870400.606766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129337.170000 sec): 3 clusters
  Score: Raw -1862348.828041 + Penalty 3154.077443 = -1859194.750599
  nChanged 7299
		SP:Iteration 1F (129337.410000 sec): 3 clusters
  Score: Raw -1866351.746807 + Penalty 3154.077443 = -1863197.669364
  nChanged 1022
		SP:Iteration 2F (129337.740000 sec): 3 clusters
  Score: Raw -1866844.698463 + Penalty 3154.077443 = -1863690.621020
  nChanged 960
		SP:Iteration 3F (129338.040000 sec): 3 clusters
  Score: Raw -1867332.040686 + Penalty 3154.077443 = -1864177.963243
  nChanged 936
		SP:Iteration 4F (129338.350000 sec): 3 clusters
  Score: Raw -1867868.282878 + Penalty 3154.077443 = -1864714.205435
  nChanged 976
		SP:Iteration 5F (129338.690000 sec): 3 clusters
  Score: Raw -1868437.779831 + Penalty 3154.077443 = -1865283.702389
  nChanged 911
		SP:Iteration 6F (129338.970000 sec): 3 clusters
  Score: Raw -1869001.504899 + Penalty 3154.077443 = -1865847.427456
  nChanged 863
		SP:Iteration 7F (129339.320000 sec): 3 clusters
  Score: Raw -1869578.638276 + Penalty 3154.077443 = -1866424.560833
  nChanged 818
		SP:Iteration 8Q (129339.590000 sec): 3 clusters
  Score: Raw -1870131.769877 + Penalty 3154.077443 = -1866977.692434
  nChanged 724
		SP:Iteration 9Q (129339.950000 sec): 3 clusters
  Score: Raw -1870587.425243 + Penalty 3154.077443 = -1867433.347800
  nChanged 624
		SP:Iteration 10Q (129340.210000 sec): 3 clusters
  Score: Raw -1870907.796009 + Penalty 3154.077443 = -1867753.718566
  nChanged 526
		SP:Iteration 11Q (129340.490000 sec): 3 clusters
  Score: Raw -1871166.905774 + Penalty 3154.077443 = -1868012.828331
  nChanged 434
		SP:Iteration 12Q (129340.790000 sec): 3 clusters
  Score: Raw -1871325.814765 + Penalty 3154.077443 = -1868171.737322
  nChanged 310
		SP:Iteration 13Q (129341.170000 sec): 3 clusters
  Score: Raw -1871448.962556 + Penalty 3154.077443 = -1868294.885113
  nChanged 301
		SP:Iteration 14Q (129341.480000 sec): 3 clusters
  Score: Raw -1871572.667216 + Penalty 3154.077443 = -1868418.589773
  nChanged 267
		SP:Iteration 15Q (129341.740000 sec): 3 clusters
  Score: Raw -1871671.958420 + Penalty 3154.077443 = -1868517.880978
  nChanged 246
		SP:Iteration 16Q (129342.050000 sec): 3 clusters
  Score: Raw -1871764.123286 + Penalty 3154.077443 = -1868610.045844
  nChanged 260
		SP:Iteration 17Q (129342.320000 sec): 3 clusters
  Score: Raw -1871870.529742 + Penalty 3154.077443 = -1868716.452299
  nChanged 256
		SP:Iteration 18Q (129342.590000 sec): 3 clusters
  Score: Raw -1871967.738957 + Penalty 3154.077443 = -1868813.661515
  nChanged 230
		SP:Iteration 19Q (129342.820000 sec): 3 clusters
  Score: Raw -1872050.474278 + Penalty 3154.077443 = -1868896.396836
  nChanged 208
		SP:Iteration 20F (129343.070000 sec): 3 clusters
  Score: Raw -1872114.001301 + Penalty 3154.077443 = -1868959.923858
  nChanged 175
		SP:Iteration 21Q (129343.370000 sec): 3 clusters
  Score: Raw -1872172.175137 + Penalty 3154.077443 = -1869018.097694
  nChanged 166
		SP:Iteration 22Q (129343.650000 sec): 3 clusters
  Score: Raw -1872224.741728 + Penalty 3154.077443 = -1869070.664286
  nChanged 160
		SP:Iteration 23Q (129343.950000 sec): 3 clusters
  Score: Raw -1872277.735083 + Penalty 3154.077443 = -1869123.657640
  nChanged 148
		SP:Iteration 24Q (129344.270000 sec): 3 clusters
  Score: Raw -1872319.934214 + Penalty 3154.077443 = -1869165.856771
  nChanged 157
		SP:Iteration 25Q (129344.580000 sec): 3 clusters
  Score: Raw -1872364.271578 + Penalty 3154.077443 = -1869210.194135
  nChanged 141
		SP:Iteration 26Q (129344.880000 sec): 3 clusters
  Score: Raw -1872398.893271 + Penalty 3154.077443 = -1869244.815828
  nChanged 151
		SP:Iteration 27Q (129345.160000 sec): 3 clusters
  Score: Raw -1872435.113307 + Penalty 3154.077443 = -1869281.035865
  nChanged 122
		SP:Iteration 28Q (129345.470000 sec): 3 clusters
  Score: Raw -1872462.841312 + Penalty 3154.077443 = -1869308.763870
  nChanged 107
		SP:Iteration 29Q (129345.750000 sec): 3 clusters
  Score: Raw -1872485.887886 + Penalty 3154.077443 = -1869331.810443
  nChanged 89
		SP:Iteration 30Q (129346.030000 sec): 3 clusters
  Score: Raw -1872502.542809 + Penalty 3154.077443 = -1869348.465366
  nChanged 86
		SP:Iteration 31Q (129346.330000 sec): 3 clusters
  Score: Raw -1872516.845026 + Penalty 3154.077443 = -1869362.767583
  nChanged 77
		SP:Iteration 32Q (129346.610000 sec): 3 clusters
  Score: Raw -1872528.794921 + Penalty 3154.077443 = -1869374.717479
  nChanged 70
		SP:Iteration 33Q (129346.880000 sec): 3 clusters
  Score: Raw -1872539.437219 + Penalty 3154.077443 = -1869385.359776
  nChanged 58
		SP:Iteration 34Q (129347.200000 sec): 3 clusters
  Score: Raw -1872545.376021 + Penalty 3154.077443 = -1869391.298578
  nChanged 41
		SP:Iteration 35Q (129347.480000 sec): 3 clusters
  Score: Raw -1872549.887850 + Penalty 3154.077443 = -1869395.810407
  nChanged 35
		SP:Iteration 36Q (129347.790000 sec): 3 clusters
  Score: Raw -1872553.504624 + Penalty 3154.077443 = -1869399.427182
  nChanged 29
		SP:Iteration 37Q (129348.120000 sec): 3 clusters
  Score: Raw -1872556.173317 + Penalty 3154.077443 = -1869402.095874
  nChanged 27
		SP:Iteration 38Q (129348.340000 sec): 3 clusters
  Score: Raw -1872559.151975 + Penalty 3154.077443 = -1869405.074532
  nChanged 26
		SP:Iteration 39Q (129348.660000 sec): 3 clusters
  Score: Raw -1872561.984269 + Penalty 3154.077443 = -1869407.906826
  nChanged 26
		SP:Iteration 40F (129348.920000 sec): 3 clusters
  Score: Raw -1872564.449221 + Penalty 3154.077443 = -1869410.371779
  nChanged 17
		SP:Iteration 41Q (129349.190000 sec): 3 clusters
  Score: Raw -1872566.004170 + Penalty 3154.077443 = -1869411.926727
  nChanged 15
		SP:Iteration 42Q (129349.460000 sec): 3 clusters
  Score: Raw -1872567.358157 + Penalty 3154.077443 = -1869413.280714
  nChanged 12
		SP:Iteration 43Q (129349.700000 sec): 3 clusters
  Score: Raw -1872568.199430 + Penalty 3154.077443 = -1869414.121988
  nChanged 11
		SP:Iteration 44Q (129349.950000 sec): 3 clusters
  Score: Raw -1872568.925583 + Penalty 3154.077443 = -1869414.848141
  nChanged 7
		SP:Iteration 45Q (129350.210000 sec): 3 clusters
  Score: Raw -1872569.190292 + Penalty 3154.077443 = -1869415.112849
  nChanged 5
		SP:Iteration 46Q (129350.450000 sec): 3 clusters
  Score: Raw -1872569.667114 + Penalty 3154.077443 = -1869415.589672
  nChanged 3
		SP:Iteration 47Q (129350.690000 sec): 3 clusters
  Score: Raw -1872569.849181 + Penalty 3154.077443 = -1869415.771738
  nChanged 2
		SP:Iteration 48Q (129350.940000 sec): 3 clusters
  Score: Raw -1872569.995667 + Penalty 3154.077443 = -1869415.918224
  nChanged 1
		SP:Iteration 49Q (129351.170000 sec): 3 clusters
  Score: Raw -1872570.050874 + Penalty 3154.077443 = -1869415.973432
  nChanged 0
		SP:Iteration 50F (129351.410000 sec): 3 clusters
  Score: Raw -1872570.050874 + Penalty 3154.077443 = -1869415.973432
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129351.540000 sec): 2 clusters
  Score: Raw -1139469.763958 + Penalty 1486.608269 = -1137983.155688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129351.790000 sec): 3 clusters
  Score: Raw -1134164.589276 + Penalty 2973.216538 = -1131191.372738
  nChanged 4012
		SP:Iteration 1F (129351.960000 sec): 3 clusters
  Score: Raw -1136475.455104 + Penalty 2973.216538 = -1133502.238565
  nChanged 689
		SP:Iteration 2F (129352.150000 sec): 3 clusters
  Score: Raw -1136907.831920 + Penalty 2973.216538 = -1133934.615381
  nChanged 671
		SP:Iteration 3F (129352.330000 sec): 3 clusters
  Score: Raw -1137376.049077 + Penalty 2973.216538 = -1134402.832539
  nChanged 661
		SP:Iteration 4F (129352.520000 sec): 3 clusters
  Score: Raw -1137881.592431 + Penalty 2973.216538 = -1134908.375893
  nChanged 583
		SP:Iteration 5F (129352.750000 sec): 3 clusters
  Score: Raw -1138310.599456 + Penalty 2973.216538 = -1135337.382918
  nChanged 503
		SP:Iteration 6F (129353.000000 sec): 3 clusters
  Score: Raw -1138691.742008 + Penalty 2973.216538 = -1135718.525470
  nChanged 400
		SP:Iteration 7Q (129353.250000 sec): 3 clusters
  Score: Raw -1139015.890632 + Penalty 2973.216538 = -1136042.674093
  nChanged 338
		SP:Iteration 8Q (129353.490000 sec): 3 clusters
  Score: Raw -1139267.033484 + Penalty 2973.216538 = -1136293.816946
  nChanged 252
		SP:Iteration 9Q (129353.640000 sec): 3 clusters
  Score: Raw -1139427.241930 + Penalty 2973.216538 = -1136454.025392
  nChanged 197
		SP:Iteration 10Q (129353.910000 sec): 3 clusters
  Score: Raw -1139535.326202 + Penalty 2973.216538 = -1136562.109664
  nChanged 147
		SP:Iteration 11Q (129354.130000 sec): 3 clusters
  Score: Raw -1139610.415852 + Penalty 2973.216538 = -1136637.199313
  nChanged 116
		SP:Iteration 12Q (129354.370000 sec): 3 clusters
  Score: Raw -1139657.677795 + Penalty 2973.216538 = -1136684.461257
  nChanged 81
		SP:Iteration 13Q (129354.580000 sec): 3 clusters
  Score: Raw -1139680.969489 + Penalty 2973.216538 = -1136707.752951
  nChanged 57
		SP:Iteration 14Q (129354.760000 sec): 3 clusters
  Score: Raw -1139696.129232 + Penalty 2973.216538 = -1136722.912694
  nChanged 42
		SP:Iteration 15Q (129355.000000 sec): 3 clusters
  Score: Raw -1139707.780794 + Penalty 2973.216538 = -1136734.564256
  nChanged 36
		SP:Iteration 16Q (129355.260000 sec): 3 clusters
  Score: Raw -1139718.151244 + Penalty 2973.216538 = -1136744.934706
  nChanged 42
		SP:Iteration 17Q (129355.410000 sec): 3 clusters
  Score: Raw -1139730.469795 + Penalty 2973.216538 = -1136757.253256
  nChanged 31
		SP:Iteration 18Q (129355.620000 sec): 3 clusters
  Score: Raw -1139738.827765 + Penalty 2973.216538 = -1136765.611227
  nChanged 29
		SP:Iteration 19Q (129355.850000 sec): 3 clusters
  Score: Raw -1139747.641448 + Penalty 2973.216538 = -1136774.424910
  nChanged 35
		SP:Iteration 20F (129356.090000 sec): 3 clusters
  Score: Raw -1139756.673745 + Penalty 2973.216538 = -1136783.457207
  nChanged 28
		SP:Iteration 21Q (129356.270000 sec): 3 clusters
  Score: Raw -1139767.643485 + Penalty 2973.216538 = -1136794.426946
  nChanged 40
		SP:Iteration 22Q (129356.440000 sec): 3 clusters
  Score: Raw -1139781.706171 + Penalty 2973.216538 = -1136808.489633
  nChanged 36
		SP:Iteration 23Q (129356.650000 sec): 3 clusters
  Score: Raw -1139791.006483 + Penalty 2973.216538 = -1136817.789944
  nChanged 27
		SP:Iteration 24Q (129356.910000 sec): 3 clusters
  Score: Raw -1139798.393127 + Penalty 2973.216538 = -1136825.176588
  nChanged 24
		SP:Iteration 25Q (129357.170000 sec): 3 clusters
  Score: Raw -1139805.798615 + Penalty 2973.216538 = -1136832.582077
  nChanged 27
		SP:Iteration 26Q (129357.370000 sec): 3 clusters
  Score: Raw -1139811.128390 + Penalty 2973.216538 = -1136837.911852
  nChanged 18
		SP:Iteration 27Q (129357.570000 sec): 3 clusters
  Score: Raw -1139814.279612 + Penalty 2973.216538 = -1136841.063074
  nChanged 11
		SP:Iteration 28Q (129357.780000 sec): 3 clusters
  Score: Raw -1139816.287246 + Penalty 2973.216538 = -1136843.070707
  nChanged 12
		SP:Iteration 29Q (129358.040000 sec): 3 clusters
  Score: Raw -1139818.417459 + Penalty 2973.216538 = -1136845.200920
  nChanged 6
		SP:Iteration 30Q (129358.270000 sec): 3 clusters
  Score: Raw -1139819.307663 + Penalty 2973.216538 = -1136846.091125
  nChanged 3
		SP:Iteration 31Q (129358.540000 sec): 3 clusters
  Score: Raw -1139819.941347 + Penalty 2973.216538 = -1136846.724808
  nChanged 6
		SP:Iteration 32Q (129358.790000 sec): 3 clusters
  Score: Raw -1139821.107713 + Penalty 2973.216538 = -1136847.891174
  nChanged 5
		SP:Iteration 33Q (129359.020000 sec): 3 clusters
  Score: Raw -1139821.746686 + Penalty 2973.216538 = -1136848.530148
  nChanged 2
		SP:Iteration 34Q (129359.250000 sec): 3 clusters
  Score: Raw -1139821.985051 + Penalty 2973.216538 = -1136848.768513
  nChanged 2
		SP:Iteration 35Q (129359.470000 sec): 3 clusters
  Score: Raw -1139822.351810 + Penalty 2973.216538 = -1136849.135272
  nChanged 1
		SP:Iteration 36Q (129359.750000 sec): 3 clusters
  Score: Raw -1139822.640458 + Penalty 2973.216538 = -1136849.423920
  nChanged 2
		SP:Iteration 37Q (129359.960000 sec): 3 clusters
  Score: Raw -1139823.271482 + Penalty 2973.216538 = -1136850.054944
  nChanged 3
		SP:Iteration 38Q (129360.210000 sec): 3 clusters
  Score: Raw -1139823.757850 + Penalty 2973.216538 = -1136850.541312
  nChanged 4
		SP:Iteration 39Q (129360.410000 sec): 3 clusters
  Score: Raw -1139824.374424 + Penalty 2973.216538 = -1136851.157886
  nChanged 2
		SP:Iteration 40F (129360.590000 sec): 3 clusters
  Score: Raw -1139824.567188 + Penalty 2973.216538 = -1136851.350649
  nChanged 1
		SP:Iteration 41Q (129360.770000 sec): 3 clusters
  Score: Raw -1139824.909526 + Penalty 2973.216538 = -1136851.692988
  nChanged 2
		SP:Iteration 42Q (129360.950000 sec): 3 clusters
  Score: Raw -1139825.097347 + Penalty 2973.216538 = -1136851.880809
  nChanged 1
		SP:Iteration 43Q (129361.180000 sec): 3 clusters
  Score: Raw -1139825.221226 + Penalty 2973.216538 = -1136852.004687
  nChanged 0
		SP:Iteration 44F (129361.390000 sec): 3 clusters
  Score: Raw -1139825.221226 + Penalty 2973.216538 = -1136852.004687
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129361.530000 sec): 2 clusters
  Score: Raw -898674.216256 + Penalty 1450.105215 = -897224.111041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129361.750000 sec): 3 clusters
  Score: Raw -894611.362097 + Penalty 2900.210429 = -891711.151668
  nChanged 3168
		SP:Iteration 1F (129361.970000 sec): 3 clusters
  Score: Raw -896406.310893 + Penalty 2900.210429 = -893506.100463
  nChanged 495
		SP:Iteration 2F (129362.220000 sec): 3 clusters
  Score: Raw -896670.021733 + Penalty 2900.210429 = -893769.811304
  nChanged 417
		SP:Iteration 3F (129362.480000 sec): 3 clusters
  Score: Raw -896911.657807 + Penalty 2900.210429 = -894011.447378
  nChanged 426
		SP:Iteration 4F (129362.710000 sec): 3 clusters
  Score: Raw -897191.128938 + Penalty 2900.210429 = -894290.918508
  nChanged 419
		SP:Iteration 5F (129362.980000 sec): 3 clusters
  Score: Raw -897469.333907 + Penalty 2900.210429 = -894569.123478
  nChanged 421
		SP:Iteration 6F (129363.150000 sec): 3 clusters
  Score: Raw -897764.319228 + Penalty 2900.210429 = -894864.108799
  nChanged 401
		SP:Iteration 7F (129363.380000 sec): 3 clusters
  Score: Raw -898058.171310 + Penalty 2900.210429 = -895157.960881
  nChanged 368
		SP:Iteration 8Q (129363.590000 sec): 3 clusters
  Score: Raw -898314.608804 + Penalty 2900.210429 = -895414.398375
  nChanged 286
		SP:Iteration 9Q (129363.890000 sec): 3 clusters
  Score: Raw -898492.002203 + Penalty 2900.210429 = -895591.791774
  nChanged 200
		SP:Iteration 10Q (129364.120000 sec): 3 clusters
  Score: Raw -898598.064565 + Penalty 2900.210429 = -895697.854136
  nChanged 146
		SP:Iteration 11Q (129364.370000 sec): 3 clusters
  Score: Raw -898670.507789 + Penalty 2900.210429 = -895770.297359
  nChanged 105
		SP:Iteration 12Q (129364.630000 sec): 3 clusters
  Score: Raw -898718.318701 + Penalty 2900.210429 = -895818.108272
  nChanged 83
		SP:Iteration 13Q (129364.900000 sec): 3 clusters
  Score: Raw -898752.721731 + Penalty 2900.210429 = -895852.511301
  nChanged 75
		SP:Iteration 14Q (129365.150000 sec): 3 clusters
  Score: Raw -898782.536117 + Penalty 2900.210429 = -895882.325687
  nChanged 60
		SP:Iteration 15Q (129365.410000 sec): 3 clusters
  Score: Raw -898806.143820 + Penalty 2900.210429 = -895905.933391
  nChanged 49
		SP:Iteration 16Q (129365.600000 sec): 3 clusters
  Score: Raw -898822.924555 + Penalty 2900.210429 = -895922.714126
  nChanged 41
		SP:Iteration 17Q (129365.870000 sec): 3 clusters
  Score: Raw -898838.445728 + Penalty 2900.210429 = -895938.235298
  nChanged 35
		SP:Iteration 18Q (129366.140000 sec): 3 clusters
  Score: Raw -898851.101154 + Penalty 2900.210429 = -895950.890724
  nChanged 26
		SP:Iteration 19Q (129366.390000 sec): 3 clusters
  Score: Raw -898861.174089 + Penalty 2900.210429 = -895960.963659
  nChanged 35
		SP:Iteration 20F (129366.630000 sec): 3 clusters
  Score: Raw -898876.665098 + Penalty 2900.210429 = -895976.454669
  nChanged 43
		SP:Iteration 21Q (129366.830000 sec): 3 clusters
  Score: Raw -898892.999014 + Penalty 2900.210429 = -895992.788584
  nChanged 21
		SP:Iteration 22Q (129367.060000 sec): 3 clusters
  Score: Raw -898901.942826 + Penalty 2900.210429 = -896001.732397
  nChanged 19
		SP:Iteration 23Q (129367.280000 sec): 3 clusters
  Score: Raw -898910.573969 + Penalty 2900.210429 = -896010.363540
  nChanged 11
		SP:Iteration 24Q (129367.510000 sec): 3 clusters
  Score: Raw -898913.890219 + Penalty 2900.210429 = -896013.679790
  nChanged 9
		SP:Iteration 25Q (129367.730000 sec): 3 clusters
  Score: Raw -898917.093293 + Penalty 2900.210429 = -896016.882863
  nChanged 8
		SP:Iteration 26Q (129367.930000 sec): 3 clusters
  Score: Raw -898919.892295 + Penalty 2900.210429 = -896019.681866
  nChanged 8
		SP:Iteration 27Q (129368.150000 sec): 3 clusters
  Score: Raw -898922.847527 + Penalty 2900.210429 = -896022.637097
  nChanged 11
		SP:Iteration 28Q (129368.390000 sec): 3 clusters
  Score: Raw -898928.417560 + Penalty 2900.210429 = -896028.207130
  nChanged 10
		SP:Iteration 29Q (129368.630000 sec): 3 clusters
  Score: Raw -898932.112610 + Penalty 2900.210429 = -896031.902181
  nChanged 6
		SP:Iteration 30Q (129368.820000 sec): 3 clusters
  Score: Raw -898933.732669 + Penalty 2900.210429 = -896033.522240
  nChanged 1
		SP:Iteration 31Q (129369.040000 sec): 3 clusters
  Score: Raw -898934.064894 + Penalty 2900.210429 = -896033.854465
  nChanged 4
		SP:Iteration 32Q (129369.210000 sec): 3 clusters
  Score: Raw -898935.601235 + Penalty 2900.210429 = -896035.390805
  nChanged 5
		SP:Iteration 33Q (129369.400000 sec): 3 clusters
  Score: Raw -898937.299993 + Penalty 2900.210429 = -896037.089564
  nChanged 4
		SP:Iteration 34Q (129369.630000 sec): 3 clusters
  Score: Raw -898938.448042 + Penalty 2900.210429 = -896038.237613
  nChanged 3
		SP:Iteration 35Q (129369.870000 sec): 3 clusters
  Score: Raw -898939.869953 + Penalty 2900.210429 = -896039.659524
  nChanged 6
		SP:Iteration 36Q (129370.130000 sec): 3 clusters
  Score: Raw -898941.852485 + Penalty 2900.210429 = -896041.642056
  nChanged 6
		SP:Iteration 37Q (129370.370000 sec): 3 clusters
  Score: Raw -898944.096037 + Penalty 2900.210429 = -896043.885608
  nChanged 4
		SP:Iteration 38Q (129370.570000 sec): 3 clusters
  Score: Raw -898945.941692 + Penalty 2900.210429 = -896045.731262
  nChanged 5
		SP:Iteration 39Q (129370.830000 sec): 3 clusters
  Score: Raw -898947.737142 + Penalty 2900.210429 = -896047.526713
  nChanged 6
		SP:Iteration 40F (129371.000000 sec): 3 clusters
  Score: Raw -898950.730138 + Penalty 2900.210429 = -896050.519709
  nChanged 8
		SP:Iteration 41Q (129371.190000 sec): 3 clusters
  Score: Raw -898953.951504 + Penalty 2900.210429 = -896053.741075
  nChanged 5
		SP:Iteration 42Q (129371.380000 sec): 3 clusters
  Score: Raw -898955.910465 + Penalty 2900.210429 = -896055.700036
  nChanged 6
		SP:Iteration 43Q (129371.640000 sec): 3 clusters
  Score: Raw -898958.292795 + Penalty 2900.210429 = -896058.082366
  nChanged 6
		SP:Iteration 44Q (129371.900000 sec): 3 clusters
  Score: Raw -898960.345719 + Penalty 2900.210429 = -896060.135290
  nChanged 6
		SP:Iteration 45Q (129372.160000 sec): 3 clusters
  Score: Raw -898963.058845 + Penalty 2900.210429 = -896062.848416
  nChanged 6
		SP:Iteration 46Q (129372.390000 sec): 3 clusters
  Score: Raw -898965.521107 + Penalty 2900.210429 = -896065.310678
  nChanged 3
		SP:Iteration 47Q (129372.630000 sec): 3 clusters
  Score: Raw -898966.142298 + Penalty 2900.210429 = -896065.931869
  nChanged 2
		SP:Iteration 48Q (129372.840000 sec): 3 clusters
  Score: Raw -898966.827235 + Penalty 2900.210429 = -896066.616806
  nChanged 1
		SP:Iteration 49Q (129373.110000 sec): 3 clusters
  Score: Raw -898966.942201 + Penalty 2900.210429 = -896066.731772
  nChanged 0
		SP:Iteration 50F (129373.320000 sec): 3 clusters
  Score: Raw -898966.942201 + Penalty 2900.210429 = -896066.731772
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129373.460000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129373.640000 sec): 3 clusters
  Score: Raw -23594.231919 + Penalty 1760.232631 = -21833.999288
  nChanged 42
		SP:Iteration 1F (129373.770000 sec): 3 clusters
  Score: Raw -23699.182036 + Penalty 1760.232631 = -21938.949405
  nChanged 12
		SP:Iteration 2F (129373.940000 sec): 3 clusters
  Score: Raw -23720.658144 + Penalty 1760.232631 = -21960.425513
  nChanged 3
		SP:Iteration 3Q (129374.080000 sec): 3 clusters
  Score: Raw -23726.883931 + Penalty 1760.232631 = -21966.651300
  nChanged 1
		SP:Iteration 4Q (129374.220000 sec): 3 clusters
  Score: Raw -23727.514723 + Penalty 1760.232631 = -21967.282093
  nChanged 1
		SP:Iteration 5Q (129374.360000 sec): 3 clusters
  Score: Raw -23728.382613 + Penalty 1760.232631 = -21968.149983
  nChanged 2
		SP:Iteration 6Q (129374.500000 sec): 3 clusters
  Score: Raw -23729.537000 + Penalty 1760.232631 = -21969.304369
  nChanged 1
		SP:Iteration 7Q (129374.630000 sec): 3 clusters
  Score: Raw -23730.406822 + Penalty 1760.232631 = -21970.174191
  nChanged 1
		SP:Iteration 8Q (129374.770000 sec): 3 clusters
  Score: Raw -23731.947187 + Penalty 1760.232631 = -21971.714557
  nChanged 1
		SP:Iteration 9Q (129374.950000 sec): 3 clusters
  Score: Raw -23733.930181 + Penalty 1760.232631 = -21973.697550
  nChanged 2
		SP:Iteration 10Q (129375.120000 sec): 3 clusters
  Score: Raw -23735.820739 + Penalty 1760.232631 = -21975.588109
  nChanged 0
		SP:Iteration 11F (129375.230000 sec): 3 clusters
  Score: Raw -23735.820739 + Penalty 1760.232631 = -21975.588109
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129375.480000 sec): 2 clusters
  Score: Raw -3051564.626899 + Penalty 1659.259092 = -3049905.367806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129375.800000 sec): 3 clusters
  Score: Raw -3034832.758635 + Penalty 3318.518184 = -3031514.240451
  nChanged 12458
		SP:Iteration 1F (129376.180000 sec): 3 clusters
  Score: Raw -3042086.775390 + Penalty 3318.518184 = -3038768.257205
  nChanged 1470
		SP:Iteration 2F (129376.500000 sec): 3 clusters
  Score: Raw -3042748.526074 + Penalty 3318.518184 = -3039430.007890
  nChanged 1502
		SP:Iteration 3F (129376.910000 sec): 3 clusters
  Score: Raw -3043502.052209 + Penalty 3318.518184 = -3040183.534025
  nChanged 1543
		SP:Iteration 4F (129377.240000 sec): 3 clusters
  Score: Raw -3044297.979308 + Penalty 3318.518184 = -3040979.461123
  nChanged 1508
		SP:Iteration 5F (129377.630000 sec): 3 clusters
  Score: Raw -3045124.087506 + Penalty 3318.518184 = -3041805.569322
  nChanged 1517
		SP:Iteration 6F (129377.910000 sec): 3 clusters
  Score: Raw -3045932.892398 + Penalty 3318.518184 = -3042614.374214
  nChanged 1343
		SP:Iteration 7Q (129378.270000 sec): 3 clusters
  Score: Raw -3046637.709419 + Penalty 3318.518184 = -3043319.191235
  nChanged 1139
		SP:Iteration 8Q (129378.660000 sec): 3 clusters
  Score: Raw -3047221.148462 + Penalty 3318.518184 = -3043902.630278
  nChanged 987
		SP:Iteration 9Q (129379.020000 sec): 3 clusters
  Score: Raw -3047670.837023 + Penalty 3318.518184 = -3044352.318839
  nChanged 840
		SP:Iteration 10Q (129379.360000 sec): 3 clusters
  Score: Raw -3047993.991565 + Penalty 3318.518184 = -3044675.473380
  nChanged 676
		SP:Iteration 11Q (129379.670000 sec): 3 clusters
  Score: Raw -3048228.823529 + Penalty 3318.518184 = -3044910.305345
  nChanged 565
		SP:Iteration 12Q (129380.010000 sec): 3 clusters
  Score: Raw -3048389.029957 + Penalty 3318.518184 = -3045070.511773
  nChanged 415
		SP:Iteration 13Q (129380.380000 sec): 3 clusters
  Score: Raw -3048496.034711 + Penalty 3318.518184 = -3045177.516526
  nChanged 351
		SP:Iteration 14Q (129380.760000 sec): 3 clusters
  Score: Raw -3048580.342210 + Penalty 3318.518184 = -3045261.824026
  nChanged 334
		SP:Iteration 15Q (129381.170000 sec): 3 clusters
  Score: Raw -3048664.082981 + Penalty 3318.518184 = -3045345.564797
  nChanged 300
		SP:Iteration 16Q (129381.600000 sec): 3 clusters
  Score: Raw -3048738.197385 + Penalty 3318.518184 = -3045419.679200
  nChanged 292
		SP:Iteration 17Q (129381.970000 sec): 3 clusters
  Score: Raw -3048806.507183 + Penalty 3318.518184 = -3045487.988998
  nChanged 283
		SP:Iteration 18Q (129382.320000 sec): 3 clusters
  Score: Raw -3048880.890744 + Penalty 3318.518184 = -3045562.372560
  nChanged 295
		SP:Iteration 19Q (129382.680000 sec): 3 clusters
  Score: Raw -3048948.325363 + Penalty 3318.518184 = -3045629.807178
  nChanged 287
		SP:Iteration 20F (129383.020000 sec): 3 clusters
  Score: Raw -3049016.073798 + Penalty 3318.518184 = -3045697.555614
  nChanged 278
		SP:Iteration 21Q (129383.400000 sec): 3 clusters
  Score: Raw -3049090.135710 + Penalty 3318.518184 = -3045771.617526
  nChanged 291
		SP:Iteration 22Q (129383.800000 sec): 3 clusters
  Score: Raw -3049161.845904 + Penalty 3318.518184 = -3045843.327719
  nChanged 282
		SP:Iteration 23Q (129384.240000 sec): 3 clusters
  Score: Raw -3049228.523862 + Penalty 3318.518184 = -3045910.005677
  nChanged 271
		SP:Iteration 24Q (129384.620000 sec): 3 clusters
  Score: Raw -3049291.941287 + Penalty 3318.518184 = -3045973.423103
  nChanged 300
		SP:Iteration 25Q (129384.960000 sec): 3 clusters
  Score: Raw -3049366.285911 + Penalty 3318.518184 = -3046047.767727
  nChanged 289
		SP:Iteration 26Q (129385.290000 sec): 3 clusters
  Score: Raw -3049448.011586 + Penalty 3318.518184 = -3046129.493401
  nChanged 299
		SP:Iteration 27Q (129385.600000 sec): 3 clusters
  Score: Raw -3049541.708465 + Penalty 3318.518184 = -3046223.190281
  nChanged 312
		SP:Iteration 28Q (129385.910000 sec): 3 clusters
  Score: Raw -3049646.834382 + Penalty 3318.518184 = -3046328.316197
  nChanged 303
		SP:Iteration 29Q (129386.200000 sec): 3 clusters
  Score: Raw -3049756.231182 + Penalty 3318.518184 = -3046437.712998
  nChanged 349
		SP:Iteration 30Q (129386.530000 sec): 3 clusters
  Score: Raw -3049880.456873 + Penalty 3318.518184 = -3046561.938689
  nChanged 300
		SP:Iteration 31Q (129386.810000 sec): 3 clusters
  Score: Raw -3049976.360448 + Penalty 3318.518184 = -3046657.842264
  nChanged 293
		SP:Iteration 32Q (129387.140000 sec): 3 clusters
  Score: Raw -3050073.745279 + Penalty 3318.518184 = -3046755.227095
  nChanged 296
		SP:Iteration 33Q (129387.490000 sec): 3 clusters
  Score: Raw -3050175.122356 + Penalty 3318.518184 = -3046856.604171
  nChanged 316
		SP:Iteration 34Q (129387.820000 sec): 3 clusters
  Score: Raw -3050278.284060 + Penalty 3318.518184 = -3046959.765876
  nChanged 323
		SP:Iteration 35Q (129388.140000 sec): 3 clusters
  Score: Raw -3050389.769526 + Penalty 3318.518184 = -3047071.251341
  nChanged 295
		SP:Iteration 36Q (129388.530000 sec): 3 clusters
  Score: Raw -3050489.778934 + Penalty 3318.518184 = -3047171.260749
  nChanged 286
		SP:Iteration 37Q (129388.860000 sec): 3 clusters
  Score: Raw -3050585.949141 + Penalty 3318.518184 = -3047267.430957
  nChanged 261
		SP:Iteration 38Q (129389.220000 sec): 3 clusters
  Score: Raw -3050672.634301 + Penalty 3318.518184 = -3047354.116117
  nChanged 286
		SP:Iteration 39Q (129389.510000 sec): 3 clusters
  Score: Raw -3050776.101159 + Penalty 3318.518184 = -3047457.582975
  nChanged 291
		SP:Iteration 40F (129389.860000 sec): 3 clusters
  Score: Raw -3050883.143557 + Penalty 3318.518184 = -3047564.625373
  nChanged 265
		SP:Iteration 41Q (129390.180000 sec): 3 clusters
  Score: Raw -3050991.106418 + Penalty 3318.518184 = -3047672.588234
  nChanged 286
		SP:Iteration 42Q (129390.450000 sec): 3 clusters
  Score: Raw -3051100.323713 + Penalty 3318.518184 = -3047781.805528
  nChanged 258
		SP:Iteration 43Q (129390.740000 sec): 3 clusters
  Score: Raw -3051206.355877 + Penalty 3318.518184 = -3047887.837693
  nChanged 231
		SP:Iteration 44Q (129391.010000 sec): 3 clusters
  Score: Raw -3051304.144411 + Penalty 3318.518184 = -3047985.626227
  nChanged 215
		SP:Iteration 45Q (129391.310000 sec): 3 clusters
  Score: Raw -3051395.359293 + Penalty 3318.518184 = -3048076.841109
  nChanged 197
		SP:Iteration 46Q (129391.590000 sec): 3 clusters
  Score: Raw -3051477.756722 + Penalty 3318.518184 = -3048159.238538
  nChanged 158
		SP:Iteration 47Q (129391.870000 sec): 3 clusters
  Score: Raw -3051538.746908 + Penalty 3318.518184 = -3048220.228723
  nChanged 128
		SP:Iteration 48Q (129392.160000 sec): 3 clusters
  Score: Raw -3051594.986798 + Penalty 3318.518184 = -3048276.468614
  nChanged 138
		SP:Iteration 49Q (129392.470000 sec): 3 clusters
  Score: Raw -3051649.987775 + Penalty 3318.518184 = -3048331.469591
  nChanged 100
		SP:Iteration 50Q (129392.830000 sec): 3 clusters
  Score: Raw -3051691.563058 + Penalty 3318.518184 = -3048373.044874
  nChanged 110
		SP:Iteration 51Q (129393.170000 sec): 3 clusters
  Score: Raw -3051740.816551 + Penalty 3318.518184 = -3048422.298366
  nChanged 107
		SP:Iteration 52Q (129393.500000 sec): 3 clusters
  Score: Raw -3051792.757879 + Penalty 3318.518184 = -3048474.239694
  nChanged 107
		SP:Iteration 53Q (129393.830000 sec): 3 clusters
  Score: Raw -3051848.320204 + Penalty 3318.518184 = -3048529.802019
  nChanged 99
		SP:Iteration 54Q (129394.180000 sec): 3 clusters
  Score: Raw -3051901.930137 + Penalty 3318.518184 = -3048583.411952
  nChanged 77
		SP:Iteration 55Q (129394.530000 sec): 3 clusters
  Score: Raw -3051940.082919 + Penalty 3318.518184 = -3048621.564735
  nChanged 50
		SP:Iteration 56Q (129394.790000 sec): 3 clusters
  Score: Raw -3051961.204670 + Penalty 3318.518184 = -3048642.686486
  nChanged 35
		SP:Iteration 57Q (129395.100000 sec): 3 clusters
  Score: Raw -3051974.830149 + Penalty 3318.518184 = -3048656.311965
  nChanged 26
		SP:Iteration 58Q (129395.350000 sec): 3 clusters
  Score: Raw -3051985.381056 + Penalty 3318.518184 = -3048666.862871
  nChanged 28
		SP:Iteration 59Q (129395.660000 sec): 3 clusters
  Score: Raw -3051996.894599 + Penalty 3318.518184 = -3048678.376414
  nChanged 28
		SP:Iteration 60F (129395.970000 sec): 3 clusters
  Score: Raw -3052008.657157 + Penalty 3318.518184 = -3048690.138972
  nChanged 22
		SP:Iteration 61Q (129396.260000 sec): 3 clusters
  Score: Raw -3052016.274074 + Penalty 3318.518184 = -3048697.755889
  nChanged 13
		SP:Iteration 62Q (129396.570000 sec): 3 clusters
  Score: Raw -3052021.603328 + Penalty 3318.518184 = -3048703.085143
  nChanged 12
		SP:Iteration 63Q (129396.810000 sec): 3 clusters
  Score: Raw -3052025.894132 + Penalty 3318.518184 = -3048707.375948
  nChanged 12
		SP:Iteration 64Q (129397.170000 sec): 3 clusters
  Score: Raw -3052029.309030 + Penalty 3318.518184 = -3048710.790846
  nChanged 6
		SP:Iteration 65Q (129397.520000 sec): 3 clusters
  Score: Raw -3052030.865280 + Penalty 3318.518184 = -3048712.347096
  nChanged 6
		SP:Iteration 66Q (129397.850000 sec): 3 clusters
  Score: Raw -3052032.375696 + Penalty 3318.518184 = -3048713.857511
  nChanged 5
		SP:Iteration 67Q (129398.130000 sec): 3 clusters
  Score: Raw -3052034.778067 + Penalty 3318.518184 = -3048716.259883
  nChanged 5
		SP:Iteration 68Q (129398.470000 sec): 3 clusters
  Score: Raw -3052037.097044 + Penalty 3318.518184 = -3048718.578860
  nChanged 6
		SP:Iteration 69Q (129398.890000 sec): 3 clusters
  Score: Raw -3052039.677937 + Penalty 3318.518184 = -3048721.159753
  nChanged 7
		SP:Iteration 70Q (129399.220000 sec): 3 clusters
  Score: Raw -3052042.138496 + Penalty 3318.518184 = -3048723.620312
  nChanged 5
		SP:Iteration 71Q (129399.630000 sec): 3 clusters
  Score: Raw -3052044.359426 + Penalty 3318.518184 = -3048725.841242
  nChanged 7
		SP:Iteration 72Q (129400.060000 sec): 3 clusters
  Score: Raw -3052046.462580 + Penalty 3318.518184 = -3048727.944395
  nChanged 8
		SP:Iteration 73Q (129400.400000 sec): 3 clusters
  Score: Raw -3052048.683867 + Penalty 3318.518184 = -3048730.165683
  nChanged 7
		SP:Iteration 74Q (129400.730000 sec): 3 clusters
  Score: Raw -3052051.849056 + Penalty 3318.518184 = -3048733.330872
  nChanged 7
		SP:Iteration 75Q (129401.040000 sec): 3 clusters
  Score: Raw -3052054.005314 + Penalty 3318.518184 = -3048735.487130
  nChanged 4
		SP:Iteration 76Q (129401.430000 sec): 3 clusters
  Score: Raw -3052055.858556 + Penalty 3318.518184 = -3048737.340372
  nChanged 6
		SP:Iteration 77Q (129401.740000 sec): 3 clusters
  Score: Raw -3052057.877028 + Penalty 3318.518184 = -3048739.358844
  nChanged 4
		SP:Iteration 78Q (129402.060000 sec): 3 clusters
  Score: Raw -3052059.205082 + Penalty 3318.518184 = -3048740.686897
  nChanged 4
		SP:Iteration 79Q (129402.420000 sec): 3 clusters
  Score: Raw -3052060.846480 + Penalty 3318.518184 = -3048742.328296
  nChanged 4
		SP:Iteration 80F (129402.800000 sec): 3 clusters
  Score: Raw -3052062.155877 + Penalty 3318.518184 = -3048743.637692
  nChanged 3
		SP:Iteration 81Q (129403.130000 sec): 3 clusters
  Score: Raw -3052063.875681 + Penalty 3318.518184 = -3048745.357497
  nChanged 7
		SP:Iteration 82Q (129403.470000 sec): 3 clusters
  Score: Raw -3052065.593140 + Penalty 3318.518184 = -3048747.074955
  nChanged 6
		SP:Iteration 83Q (129403.800000 sec): 3 clusters
  Score: Raw -3052067.609950 + Penalty 3318.518184 = -3048749.091766
  nChanged 7
		SP:Iteration 84Q (129404.150000 sec): 3 clusters
  Score: Raw -3052069.677150 + Penalty 3318.518184 = -3048751.158966
  nChanged 5
		SP:Iteration 85Q (129404.490000 sec): 3 clusters
  Score: Raw -3052070.891552 + Penalty 3318.518184 = -3048752.373368
  nChanged 0
		SP:Iteration 86F (129404.870000 sec): 3 clusters
  Score: Raw -3052070.891552 + Penalty 3318.518184 = -3048752.373368
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129404.960000 sec): 2 clusters
  Score: Raw -682256.407852 + Penalty 1404.363786 = -680852.044066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129405.170000 sec): 3 clusters
  Score: Raw -679256.978827 + Penalty 2808.727571 = -676448.251255
  nChanged 2312
		SP:Iteration 1F (129405.340000 sec): 3 clusters
  Score: Raw -680641.987149 + Penalty 2808.727571 = -677833.259577
  nChanged 434
		SP:Iteration 2F (129405.510000 sec): 3 clusters
  Score: Raw -680921.660951 + Penalty 2808.727571 = -678112.933380
  nChanged 376
		SP:Iteration 3F (129405.680000 sec): 3 clusters
  Score: Raw -681204.520281 + Penalty 2808.727571 = -678395.792710
  nChanged 359
		SP:Iteration 4F (129405.850000 sec): 3 clusters
  Score: Raw -681452.074145 + Penalty 2808.727571 = -678643.346574
  nChanged 314
		SP:Iteration 5F (129406.020000 sec): 3 clusters
  Score: Raw -681675.752389 + Penalty 2808.727571 = -678867.024818
  nChanged 272
		SP:Iteration 6Q (129406.190000 sec): 3 clusters
  Score: Raw -681873.198930 + Penalty 2808.727571 = -679064.471359
  nChanged 233
		SP:Iteration 7Q (129406.400000 sec): 3 clusters
  Score: Raw -682014.376820 + Penalty 2808.727571 = -679205.649249
  nChanged 169
		SP:Iteration 8Q (129406.610000 sec): 3 clusters
  Score: Raw -682115.406070 + Penalty 2808.727571 = -679306.678499
  nChanged 147
		SP:Iteration 9Q (129406.760000 sec): 3 clusters
  Score: Raw -682210.623027 + Penalty 2808.727571 = -679401.895456
  nChanged 136
		SP:Iteration 10Q (129406.920000 sec): 3 clusters
  Score: Raw -682310.628698 + Penalty 2808.727571 = -679501.901126
  nChanged 134
		SP:Iteration 11Q (129407.110000 sec): 3 clusters
  Score: Raw -682400.290867 + Penalty 2808.727571 = -679591.563296
  nChanged 104
		SP:Iteration 12Q (129407.310000 sec): 3 clusters
  Score: Raw -682458.991687 + Penalty 2808.727571 = -679650.264116
  nChanged 76
		SP:Iteration 13Q (129407.460000 sec): 3 clusters
  Score: Raw -682503.494849 + Penalty 2808.727571 = -679694.767278
  nChanged 63
		SP:Iteration 14Q (129407.610000 sec): 3 clusters
  Score: Raw -682535.294390 + Penalty 2808.727571 = -679726.566819
  nChanged 48
		SP:Iteration 15Q (129407.770000 sec): 3 clusters
  Score: Raw -682555.736953 + Penalty 2808.727571 = -679747.009382
  nChanged 36
		SP:Iteration 16Q (129407.920000 sec): 3 clusters
  Score: Raw -682573.823484 + Penalty 2808.727571 = -679765.095913
  nChanged 30
		SP:Iteration 17Q (129408.070000 sec): 3 clusters
  Score: Raw -682587.798160 + Penalty 2808.727571 = -679779.070589
  nChanged 27
		SP:Iteration 18Q (129408.230000 sec): 3 clusters
  Score: Raw -682600.704519 + Penalty 2808.727571 = -679791.976948
  nChanged 21
		SP:Iteration 19Q (129408.390000 sec): 3 clusters
  Score: Raw -682611.108243 + Penalty 2808.727571 = -679802.380672
  nChanged 21
		SP:Iteration 20F (129408.540000 sec): 3 clusters
  Score: Raw -682619.901274 + Penalty 2808.727571 = -679811.173703
  nChanged 31
		SP:Iteration 21Q (129408.690000 sec): 3 clusters
  Score: Raw -682636.811477 + Penalty 2808.727571 = -679828.083906
  nChanged 26
		SP:Iteration 22Q (129408.850000 sec): 3 clusters
  Score: Raw -682645.934045 + Penalty 2808.727571 = -679837.206474
  nChanged 10
		SP:Iteration 23Q (129409.000000 sec): 3 clusters
  Score: Raw -682649.846078 + Penalty 2808.727571 = -679841.118507
  nChanged 11
		SP:Iteration 24Q (129409.150000 sec): 3 clusters
  Score: Raw -682655.123030 + Penalty 2808.727571 = -679846.395459
  nChanged 14
		SP:Iteration 25Q (129409.310000 sec): 3 clusters
  Score: Raw -682660.591863 + Penalty 2808.727571 = -679851.864292
  nChanged 10
		SP:Iteration 26Q (129409.500000 sec): 3 clusters
  Score: Raw -682664.352423 + Penalty 2808.727571 = -679855.624852
  nChanged 11
		SP:Iteration 27Q (129409.650000 sec): 3 clusters
  Score: Raw -682667.701879 + Penalty 2808.727571 = -679858.974308
  nChanged 6
		SP:Iteration 28Q (129409.810000 sec): 3 clusters
  Score: Raw -682669.580820 + Penalty 2808.727571 = -679860.853249
  nChanged 7
		SP:Iteration 29Q (129409.960000 sec): 3 clusters
  Score: Raw -682671.900476 + Penalty 2808.727571 = -679863.172905
  nChanged 10
		SP:Iteration 30Q (129410.120000 sec): 3 clusters
  Score: Raw -682676.315312 + Penalty 2808.727571 = -679867.587741
  nChanged 10
		SP:Iteration 31Q (129410.270000 sec): 3 clusters
  Score: Raw -682680.327931 + Penalty 2808.727571 = -679871.600360
  nChanged 5
		SP:Iteration 32Q (129410.420000 sec): 3 clusters
  Score: Raw -682681.595519 + Penalty 2808.727571 = -679872.867948
  nChanged 2
		SP:Iteration 33Q (129410.570000 sec): 3 clusters
  Score: Raw -682682.668871 + Penalty 2808.727571 = -679873.941299
  nChanged 2
		SP:Iteration 34Q (129410.730000 sec): 3 clusters
  Score: Raw -682683.726466 + Penalty 2808.727571 = -679874.998895
  nChanged 2
		SP:Iteration 35Q (129410.880000 sec): 3 clusters
  Score: Raw -682684.295393 + Penalty 2808.727571 = -679875.567822
  nChanged 0
		SP:Iteration 36F (129411.030000 sec): 3 clusters
  Score: Raw -682684.295393 + Penalty 2808.727571 = -679875.567822
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129411.100000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129411.260000 sec): 3 clusters
  Score: Raw -23139.899376 + Penalty 1770.189646 = -21369.709730
  nChanged 60
		SP:Iteration 1F (129411.420000 sec): 3 clusters
  Score: Raw -23396.353287 + Penalty 1770.189646 = -21626.163641
  nChanged 16
		SP:Iteration 2F (129411.580000 sec): 3 clusters
  Score: Raw -23463.576065 + Penalty 1770.189646 = -21693.386420
  nChanged 4
		SP:Iteration 3Q (129411.740000 sec): 3 clusters
  Score: Raw -23477.331152 + Penalty 1770.189646 = -21707.141507
  nChanged 3
		SP:Iteration 4Q (129411.900000 sec): 3 clusters
  Score: Raw -23496.603701 + Penalty 1770.189646 = -21726.414055
  nChanged 2
		SP:Iteration 5Q (129412.060000 sec): 3 clusters
  Score: Raw -23501.546298 + Penalty 1770.189646 = -21731.356653
  nChanged 2
		SP:Iteration 6Q (129412.220000 sec): 3 clusters
  Score: Raw -23509.817189 + Penalty 1770.189646 = -21739.627544
  nChanged 3
		SP:Iteration 7Q (129412.380000 sec): 3 clusters
  Score: Raw -23520.278176 + Penalty 1770.189646 = -21750.088530
  nChanged 1
		SP:Iteration 8Q (129412.550000 sec): 3 clusters
  Score: Raw -23540.549542 + Penalty 1770.189646 = -21770.359896
  nChanged 2
		SP:Iteration 9Q (129412.700000 sec): 3 clusters
  Score: Raw -23551.568512 + Penalty 1770.189646 = -21781.378867
  nChanged 3
		SP:Iteration 10Q (129412.860000 sec): 3 clusters
  Score: Raw -23564.607167 + Penalty 1770.189646 = -21794.417521
  nChanged 1
		SP:Iteration 11Q (129413.020000 sec): 3 clusters
  Score: Raw -23567.991748 + Penalty 1770.189646 = -21797.802102
  nChanged 1
		SP:Iteration 12Q (129413.180000 sec): 3 clusters
  Score: Raw -23573.538595 + Penalty 1770.189646 = -21803.348949
  nChanged 2
		SP:Iteration 13Q (129413.340000 sec): 3 clusters
  Score: Raw -23582.644852 + Penalty 1770.189646 = -21812.455206
  nChanged 1
		SP:Iteration 14Q (129413.500000 sec): 3 clusters
  Score: Raw -23586.821631 + Penalty 1770.189646 = -21816.631985
  nChanged 0
		SP:Iteration 15F (129413.660000 sec): 3 clusters
  Score: Raw -23587.061329 + Penalty 1770.189646 = -21816.871684
  nChanged 1
		SP:Iteration 16Q (129413.820000 sec): 3 clusters
  Score: Raw -23599.439122 + Penalty 1770.189646 = -21829.249476
  nChanged 0
		SP:Iteration 17F (129413.980000 sec): 3 clusters
  Score: Raw -23599.439122 + Penalty 1770.189646 = -21829.249476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129414.160000 sec): 2 clusters
  Score: Raw -1765110.987899 + Penalty 1559.031000 = -1763551.956900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129414.430000 sec): 3 clusters
  Score: Raw -1756529.034120 + Penalty 3118.062000 = -1753410.972120
  nChanged 6563
		SP:Iteration 1F (129414.720000 sec): 3 clusters
  Score: Raw -1760172.727830 + Penalty 3118.062000 = -1757054.665831
  nChanged 935
		SP:Iteration 2F (129414.980000 sec): 3 clusters
  Score: Raw -1760622.375126 + Penalty 3118.062000 = -1757504.313126
  nChanged 917
		SP:Iteration 3F (129415.220000 sec): 3 clusters
  Score: Raw -1761129.482261 + Penalty 3118.062000 = -1758011.420262
  nChanged 989
		SP:Iteration 4F (129415.480000 sec): 3 clusters
  Score: Raw -1761788.921477 + Penalty 3118.062000 = -1758670.859477
  nChanged 1039
		SP:Iteration 5F (129415.720000 sec): 3 clusters
  Score: Raw -1762552.412576 + Penalty 3118.062000 = -1759434.350576
  nChanged 946
		SP:Iteration 6F (129416.010000 sec): 3 clusters
  Score: Raw -1763288.810426 + Penalty 3118.062000 = -1760170.748427
  nChanged 815
		SP:Iteration 7F (129416.260000 sec): 3 clusters
  Score: Raw -1763900.800274 + Penalty 3118.062000 = -1760782.738275
  nChanged 638
		SP:Iteration 8Q (129416.480000 sec): 3 clusters
  Score: Raw -1764385.453126 + Penalty 3118.062000 = -1761267.391127
  nChanged 455
		SP:Iteration 9Q (129416.770000 sec): 3 clusters
  Score: Raw -1764699.306044 + Penalty 3118.062000 = -1761581.244044
  nChanged 344
		SP:Iteration 10Q (129417.000000 sec): 3 clusters
  Score: Raw -1764925.878769 + Penalty 3118.062000 = -1761807.816770
  nChanged 222
		SP:Iteration 11Q (129417.250000 sec): 3 clusters
  Score: Raw -1765070.118091 + Penalty 3118.062000 = -1761952.056091
  nChanged 157
		SP:Iteration 12Q (129417.540000 sec): 3 clusters
  Score: Raw -1765168.910372 + Penalty 3118.062000 = -1762050.848372
  nChanged 103
		SP:Iteration 13Q (129417.720000 sec): 3 clusters
  Score: Raw -1765232.693723 + Penalty 3118.062000 = -1762114.631723
  nChanged 73
		SP:Iteration 14Q (129417.970000 sec): 3 clusters
  Score: Raw -1765278.395045 + Penalty 3118.062000 = -1762160.333046
  nChanged 54
		SP:Iteration 15Q (129418.220000 sec): 3 clusters
  Score: Raw -1765313.047056 + Penalty 3118.062000 = -1762194.985056
  nChanged 41
		SP:Iteration 16Q (129418.430000 sec): 3 clusters
  Score: Raw -1765340.311596 + Penalty 3118.062000 = -1762222.249596
  nChanged 36
		SP:Iteration 17Q (129418.640000 sec): 3 clusters
  Score: Raw -1765362.931028 + Penalty 3118.062000 = -1762244.869029
  nChanged 28
		SP:Iteration 18Q (129418.880000 sec): 3 clusters
  Score: Raw -1765379.750995 + Penalty 3118.062000 = -1762261.688996
  nChanged 23
		SP:Iteration 19Q (129419.180000 sec): 3 clusters
  Score: Raw -1765390.000269 + Penalty 3118.062000 = -1762271.938269
  nChanged 11
		SP:Iteration 20F (129419.390000 sec): 3 clusters
  Score: Raw -1765396.257176 + Penalty 3118.062000 = -1762278.195177
  nChanged 11
		SP:Iteration 21Q (129419.600000 sec): 3 clusters
  Score: Raw -1765401.944856 + Penalty 3118.062000 = -1762283.882856
  nChanged 4
		SP:Iteration 22Q (129419.810000 sec): 3 clusters
  Score: Raw -1765403.415966 + Penalty 3118.062000 = -1762285.353966
  nChanged 1
		SP:Iteration 23Q (129420.070000 sec): 3 clusters
  Score: Raw -1765403.807896 + Penalty 3118.062000 = -1762285.745897
  nChanged 1
		SP:Iteration 24Q (129420.260000 sec): 3 clusters
  Score: Raw -1765403.991797 + Penalty 3118.062000 = -1762285.929798
  nChanged 0
		SP:Iteration 25F (129420.520000 sec): 3 clusters
  Score: Raw -1765403.991797 + Penalty 3118.062000 = -1762285.929798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129420.700000 sec): 2 clusters
  Score: Raw -949677.609176 + Penalty 1462.136938 = -948215.472238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129420.880000 sec): 3 clusters
  Score: Raw -945249.201878 + Penalty 2924.273876 = -942324.928002
  nChanged 3423
		SP:Iteration 1F (129421.070000 sec): 3 clusters
  Score: Raw -947108.160970 + Penalty 2924.273876 = -944183.887094
  nChanged 532
		SP:Iteration 2F (129421.250000 sec): 3 clusters
  Score: Raw -947361.984473 + Penalty 2924.273876 = -944437.710597
  nChanged 420
		SP:Iteration 3F (129421.430000 sec): 3 clusters
  Score: Raw -947551.276200 + Penalty 2924.273876 = -944627.002324
  nChanged 341
		SP:Iteration 4Q (129421.610000 sec): 3 clusters
  Score: Raw -947686.479471 + Penalty 2924.273876 = -944762.205595
  nChanged 288
		SP:Iteration 5Q (129421.790000 sec): 3 clusters
  Score: Raw -947821.643038 + Penalty 2924.273876 = -944897.369162
  nChanged 294
		SP:Iteration 6Q (129421.970000 sec): 3 clusters
  Score: Raw -947971.379296 + Penalty 2924.273876 = -945047.105420
  nChanged 321
		SP:Iteration 7Q (129422.190000 sec): 3 clusters
  Score: Raw -948136.710128 + Penalty 2924.273876 = -945212.436252
  nChanged 328
		SP:Iteration 8Q (129422.370000 sec): 3 clusters
  Score: Raw -948326.606565 + Penalty 2924.273876 = -945402.332689
  nChanged 349
		SP:Iteration 9Q (129422.550000 sec): 3 clusters
  Score: Raw -948567.240446 + Penalty 2924.273876 = -945642.966570
  nChanged 352
		SP:Iteration 10Q (129422.730000 sec): 3 clusters
  Score: Raw -948822.799695 + Penalty 2924.273876 = -945898.525819
  nChanged 326
		SP:Iteration 11Q (129422.910000 sec): 3 clusters
  Score: Raw -949081.404314 + Penalty 2924.273876 = -946157.130438
  nChanged 265
		SP:Iteration 12Q (129423.090000 sec): 3 clusters
  Score: Raw -949289.824151 + Penalty 2924.273876 = -946365.550275
  nChanged 191
		SP:Iteration 13Q (129423.280000 sec): 3 clusters
  Score: Raw -949433.134349 + Penalty 2924.273876 = -946508.860473
  nChanged 140
		SP:Iteration 14Q (129423.460000 sec): 3 clusters
  Score: Raw -949549.575866 + Penalty 2924.273876 = -946625.301991
  nChanged 103
		SP:Iteration 15Q (129423.720000 sec): 3 clusters
  Score: Raw -949635.168325 + Penalty 2924.273876 = -946710.894449
  nChanged 67
		SP:Iteration 16Q (129423.860000 sec): 3 clusters
  Score: Raw -949690.735983 + Penalty 2924.273876 = -946766.462107
  nChanged 48
		SP:Iteration 17Q (129424.050000 sec): 3 clusters
  Score: Raw -949729.265337 + Penalty 2924.273876 = -946804.991461
  nChanged 32
		SP:Iteration 18Q (129424.230000 sec): 3 clusters
  Score: Raw -949757.607006 + Penalty 2924.273876 = -946833.333130
  nChanged 26
		SP:Iteration 19Q (129424.420000 sec): 3 clusters
  Score: Raw -949779.302460 + Penalty 2924.273876 = -946855.028584
  nChanged 15
		SP:Iteration 20F (129424.600000 sec): 3 clusters
  Score: Raw -949793.606500 + Penalty 2924.273876 = -946869.332624
  nChanged 20
		SP:Iteration 21Q (129424.780000 sec): 3 clusters
  Score: Raw -949817.126548 + Penalty 2924.273876 = -946892.852672
  nChanged 15
		SP:Iteration 22Q (129424.960000 sec): 3 clusters
  Score: Raw -949827.998850 + Penalty 2924.273876 = -946903.724974
  nChanged 10
		SP:Iteration 23Q (129425.150000 sec): 3 clusters
  Score: Raw -949838.068044 + Penalty 2924.273876 = -946913.794168
  nChanged 10
		SP:Iteration 24Q (129425.330000 sec): 3 clusters
  Score: Raw -949847.135496 + Penalty 2924.273876 = -946922.861620
  nChanged 10
		SP:Iteration 25Q (129425.510000 sec): 3 clusters
  Score: Raw -949856.349963 + Penalty 2924.273876 = -946932.076087
  nChanged 5
		SP:Iteration 26Q (129425.690000 sec): 3 clusters
  Score: Raw -949860.691211 + Penalty 2924.273876 = -946936.417335
  nChanged 9
		SP:Iteration 27Q (129425.900000 sec): 3 clusters
  Score: Raw -949867.704718 + Penalty 2924.273876 = -946943.430842
  nChanged 6
		SP:Iteration 28Q (129426.090000 sec): 3 clusters
  Score: Raw -949871.443881 + Penalty 2924.273876 = -946947.170005
  nChanged 2
		SP:Iteration 29Q (129426.340000 sec): 3 clusters
  Score: Raw -949872.864965 + Penalty 2924.273876 = -946948.591089
  nChanged 2
		SP:Iteration 30Q (129426.540000 sec): 3 clusters
  Score: Raw -949874.269854 + Penalty 2924.273876 = -946949.995978
  nChanged 1
		SP:Iteration 31Q (129426.730000 sec): 3 clusters
  Score: Raw -949875.360790 + Penalty 2924.273876 = -946951.086914
  nChanged 1
		SP:Iteration 32Q (129426.960000 sec): 3 clusters
  Score: Raw -949876.851962 + Penalty 2924.273876 = -946952.578086
  nChanged 4
		SP:Iteration 33Q (129427.140000 sec): 3 clusters
  Score: Raw -949879.115501 + Penalty 2924.273876 = -946954.841625
  nChanged 2
		SP:Iteration 34Q (129427.310000 sec): 3 clusters
  Score: Raw -949879.990292 + Penalty 2924.273876 = -946955.716416
  nChanged 2
		SP:Iteration 35Q (129427.520000 sec): 3 clusters
  Score: Raw -949881.216704 + Penalty 2924.273876 = -946956.942828
  nChanged 1
		SP:Iteration 36Q (129427.750000 sec): 3 clusters
  Score: Raw -949881.673909 + Penalty 2924.273876 = -946957.400033
  nChanged 1
		SP:Iteration 37Q (129428.000000 sec): 3 clusters
  Score: Raw -949882.597291 + Penalty 2924.273876 = -946958.323415
  nChanged 0
		SP:Iteration 38F (129428.250000 sec): 3 clusters
  Score: Raw -949882.597291 + Penalty 2924.273876 = -946958.323415
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129428.420000 sec): 2 clusters
  Score: Raw -938351.820857 + Penalty 1461.996184 = -936889.824673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129428.750000 sec): 3 clusters
  Score: Raw -933922.352542 + Penalty 2923.992369 = -930998.360173
  nChanged 3393
		SP:Iteration 1F (129428.940000 sec): 3 clusters
  Score: Raw -935819.709488 + Penalty 2923.992369 = -932895.717119
  nChanged 546
		SP:Iteration 2F (129429.130000 sec): 3 clusters
  Score: Raw -936094.304039 + Penalty 2923.992369 = -933170.311670
  nChanged 424
		SP:Iteration 3F (129429.380000 sec): 3 clusters
  Score: Raw -936316.009394 + Penalty 2923.992369 = -933392.017025
  nChanged 393
		SP:Iteration 4Q (129429.600000 sec): 3 clusters
  Score: Raw -936538.119190 + Penalty 2923.992369 = -933614.126821
  nChanged 348
		SP:Iteration 5Q (129429.880000 sec): 3 clusters
  Score: Raw -936773.184211 + Penalty 2923.992369 = -933849.191842
  nChanged 365
		SP:Iteration 6Q (129430.130000 sec): 3 clusters
  Score: Raw -937018.224386 + Penalty 2923.992369 = -934094.232018
  nChanged 342
		SP:Iteration 7Q (129430.380000 sec): 3 clusters
  Score: Raw -937227.245076 + Penalty 2923.992369 = -934303.252707
  nChanged 310
		SP:Iteration 8Q (129430.570000 sec): 3 clusters
  Score: Raw -937397.875494 + Penalty 2923.992369 = -934473.883125
  nChanged 278
		SP:Iteration 9Q (129430.760000 sec): 3 clusters
  Score: Raw -937532.545152 + Penalty 2923.992369 = -934608.552783
  nChanged 239
		SP:Iteration 10Q (129430.900000 sec): 3 clusters
  Score: Raw -937640.266004 + Penalty 2923.992369 = -934716.273635
  nChanged 212
		SP:Iteration 11Q (129431.110000 sec): 3 clusters
  Score: Raw -937731.953820 + Penalty 2923.992369 = -934807.961452
  nChanged 191
		SP:Iteration 12Q (129431.380000 sec): 3 clusters
  Score: Raw -937820.836082 + Penalty 2923.992369 = -934896.843713
  nChanged 160
		SP:Iteration 13Q (129431.550000 sec): 3 clusters
  Score: Raw -937887.883583 + Penalty 2923.992369 = -934963.891214
  nChanged 133
		SP:Iteration 14Q (129431.790000 sec): 3 clusters
  Score: Raw -937932.983732 + Penalty 2923.992369 = -935008.991363
  nChanged 109
		SP:Iteration 15Q (129431.990000 sec): 3 clusters
  Score: Raw -937967.943676 + Penalty 2923.992369 = -935043.951307
  nChanged 110
		SP:Iteration 16Q (129432.180000 sec): 3 clusters
  Score: Raw -938003.103652 + Penalty 2923.992369 = -935079.111284
  nChanged 91
		SP:Iteration 17Q (129432.450000 sec): 3 clusters
  Score: Raw -938031.487647 + Penalty 2923.992369 = -935107.495278
  nChanged 91
		SP:Iteration 18Q (129432.640000 sec): 3 clusters
  Score: Raw -938061.440937 + Penalty 2923.992369 = -935137.448568
  nChanged 86
		SP:Iteration 19Q (129432.840000 sec): 3 clusters
  Score: Raw -938087.278489 + Penalty 2923.992369 = -935163.286121
  nChanged 79
		SP:Iteration 20F (129433.040000 sec): 3 clusters
  Score: Raw -938111.445332 + Penalty 2923.992369 = -935187.452964
  nChanged 82
		SP:Iteration 21Q (129433.220000 sec): 3 clusters
  Score: Raw -938136.030408 + Penalty 2923.992369 = -935212.038040
  nChanged 79
		SP:Iteration 22Q (129433.400000 sec): 3 clusters
  Score: Raw -938159.450281 + Penalty 2923.992369 = -935235.457913
  nChanged 80
		SP:Iteration 23Q (129433.580000 sec): 3 clusters
  Score: Raw -938179.069071 + Penalty 2923.992369 = -935255.076702
  nChanged 60
		SP:Iteration 24Q (129433.760000 sec): 3 clusters
  Score: Raw -938193.249787 + Penalty 2923.992369 = -935269.257419
  nChanged 50
		SP:Iteration 25Q (129433.960000 sec): 3 clusters
  Score: Raw -938203.418244 + Penalty 2923.992369 = -935279.425875
  nChanged 34
		SP:Iteration 26Q (129434.200000 sec): 3 clusters
  Score: Raw -938210.152812 + Penalty 2923.992369 = -935286.160444
  nChanged 28
		SP:Iteration 27Q (129434.380000 sec): 3 clusters
  Score: Raw -938215.735869 + Penalty 2923.992369 = -935291.743501
  nChanged 25
		SP:Iteration 28Q (129434.600000 sec): 3 clusters
  Score: Raw -938220.822769 + Penalty 2923.992369 = -935296.830400
  nChanged 28
		SP:Iteration 29Q (129434.820000 sec): 3 clusters
  Score: Raw -938226.915357 + Penalty 2923.992369 = -935302.922988
  nChanged 30
		SP:Iteration 30Q (129435.120000 sec): 3 clusters
  Score: Raw -938234.802370 + Penalty 2923.992369 = -935310.810001
  nChanged 38
		SP:Iteration 31Q (129435.400000 sec): 3 clusters
  Score: Raw -938244.858986 + Penalty 2923.992369 = -935320.866617
  nChanged 38
		SP:Iteration 32Q (129435.610000 sec): 3 clusters
  Score: Raw -938255.029222 + Penalty 2923.992369 = -935331.036853
  nChanged 36
		SP:Iteration 33Q (129435.800000 sec): 3 clusters
  Score: Raw -938264.715607 + Penalty 2923.992369 = -935340.723238
  nChanged 44
		SP:Iteration 34Q (129436.040000 sec): 3 clusters
  Score: Raw -938278.493373 + Penalty 2923.992369 = -935354.501004
  nChanged 54
		SP:Iteration 35Q (129436.240000 sec): 3 clusters
  Score: Raw -938294.585659 + Penalty 2923.992369 = -935370.593291
  nChanged 42
		SP:Iteration 36Q (129436.450000 sec): 3 clusters
  Score: Raw -938304.817092 + Penalty 2923.992369 = -935380.824723
  nChanged 41
		SP:Iteration 37Q (129436.660000 sec): 3 clusters
  Score: Raw -938313.318672 + Penalty 2923.992369 = -935389.326303
  nChanged 33
		SP:Iteration 38Q (129436.860000 sec): 3 clusters
  Score: Raw -938324.881422 + Penalty 2923.992369 = -935400.889053
  nChanged 37
		SP:Iteration 39Q (129437.080000 sec): 3 clusters
  Score: Raw -938334.475147 + Penalty 2923.992369 = -935410.482778
  nChanged 33
		SP:Iteration 40F (129437.290000 sec): 3 clusters
  Score: Raw -938342.854286 + Penalty 2923.992369 = -935418.861917
  nChanged 38
		SP:Iteration 41Q (129437.420000 sec): 3 clusters
  Score: Raw -938353.076704 + Penalty 2923.992369 = -935429.084336
  nChanged 40
		SP:Iteration 42Q (129437.480000 sec): 3 clusters
  Score: Raw -938365.305591 + Penalty 2923.992369 = -935441.313222
  nChanged 31
		SP:Iteration 43Q (129437.650000 sec): 3 clusters
  Score: Raw -938374.358014 + Penalty 2923.992369 = -935450.365645
  nChanged 43
		SP:Iteration 44Q (129437.790000 sec): 3 clusters
  Score: Raw -938386.509651 + Penalty 2923.992369 = -935462.517282
  nChanged 31
		SP:Iteration 45Q (129437.920000 sec): 3 clusters
  Score: Raw -938393.211587 + Penalty 2923.992369 = -935469.219218
  nChanged 24
		SP:Iteration 46Q (129438.060000 sec): 3 clusters
  Score: Raw -938400.330145 + Penalty 2923.992369 = -935476.337776
  nChanged 27
		SP:Iteration 47Q (129438.170000 sec): 3 clusters
  Score: Raw -938407.808036 + Penalty 2923.992369 = -935483.815667
  nChanged 28
		SP:Iteration 48Q (129438.310000 sec): 3 clusters
  Score: Raw -938415.789855 + Penalty 2923.992369 = -935491.797486
  nChanged 29
		SP:Iteration 49Q (129438.540000 sec): 3 clusters
  Score: Raw -938425.733131 + Penalty 2923.992369 = -935501.740762
  nChanged 31
		SP:Iteration 50Q (129438.650000 sec): 3 clusters
  Score: Raw -938436.535340 + Penalty 2923.992369 = -935512.542971
  nChanged 37
		SP:Iteration 51Q (129438.800000 sec): 3 clusters
  Score: Raw -938448.006519 + Penalty 2923.992369 = -935524.014150
  nChanged 31
		SP:Iteration 52Q (129438.960000 sec): 3 clusters
  Score: Raw -938456.287297 + Penalty 2923.992369 = -935532.294928
  nChanged 26
		SP:Iteration 53Q (129439.140000 sec): 3 clusters
  Score: Raw -938464.844339 + Penalty 2923.992369 = -935540.851970
  nChanged 27
		SP:Iteration 54Q (129439.300000 sec): 3 clusters
  Score: Raw -938473.608644 + Penalty 2923.992369 = -935549.616275
  nChanged 21
		SP:Iteration 55Q (129439.460000 sec): 3 clusters
  Score: Raw -938482.382059 + Penalty 2923.992369 = -935558.389690
  nChanged 29
		SP:Iteration 56Q (129439.580000 sec): 3 clusters
  Score: Raw -938493.937253 + Penalty 2923.992369 = -935569.944885
  nChanged 25
		SP:Iteration 57Q (129439.690000 sec): 3 clusters
  Score: Raw -938504.422167 + Penalty 2923.992369 = -935580.429798
  nChanged 28
		SP:Iteration 58Q (129439.820000 sec): 3 clusters
  Score: Raw -938516.194683 + Penalty 2923.992369 = -935592.202314
  nChanged 35
		SP:Iteration 59Q (129439.960000 sec): 3 clusters
  Score: Raw -938533.633929 + Penalty 2923.992369 = -935609.641560
  nChanged 37
		SP:Iteration 60F (129440.120000 sec): 3 clusters
  Score: Raw -938550.460348 + Penalty 2923.992369 = -935626.467980
  nChanged 32
		SP:Iteration 61Q (129440.190000 sec): 3 clusters
  Score: Raw -938561.554674 + Penalty 2923.992369 = -935637.562305
  nChanged 22
		SP:Iteration 62Q (129440.360000 sec): 3 clusters
  Score: Raw -938568.894738 + Penalty 2923.992369 = -935644.902369
  nChanged 16
		SP:Iteration 63Q (129440.470000 sec): 3 clusters
  Score: Raw -938575.188066 + Penalty 2923.992369 = -935651.195697
  nChanged 17
		SP:Iteration 64Q (129440.630000 sec): 3 clusters
  Score: Raw -938581.093425 + Penalty 2923.992369 = -935657.101056
  nChanged 15
		SP:Iteration 65Q (129440.800000 sec): 3 clusters
  Score: Raw -938587.443023 + Penalty 2923.992369 = -935663.450654
  nChanged 16
		SP:Iteration 66Q (129441.000000 sec): 3 clusters
  Score: Raw -938591.966337 + Penalty 2923.992369 = -935667.973969
  nChanged 8
		SP:Iteration 67Q (129441.260000 sec): 3 clusters
  Score: Raw -938594.210064 + Penalty 2923.992369 = -935670.217696
  nChanged 7
		SP:Iteration 68Q (129441.430000 sec): 3 clusters
  Score: Raw -938596.763072 + Penalty 2923.992369 = -935672.770704
  nChanged 10
		SP:Iteration 69Q (129441.640000 sec): 3 clusters
  Score: Raw -938601.481217 + Penalty 2923.992369 = -935677.488848
  nChanged 8
		SP:Iteration 70Q (129441.860000 sec): 3 clusters
  Score: Raw -938604.060601 + Penalty 2923.992369 = -935680.068232
  nChanged 6
		SP:Iteration 71Q (129442.040000 sec): 3 clusters
  Score: Raw -938607.255804 + Penalty 2923.992369 = -935683.263435
  nChanged 9
		SP:Iteration 72Q (129442.290000 sec): 3 clusters
  Score: Raw -938610.991347 + Penalty 2923.992369 = -935686.998978
  nChanged 8
		SP:Iteration 73Q (129442.490000 sec): 3 clusters
  Score: Raw -938612.792946 + Penalty 2923.992369 = -935688.800578
  nChanged 3
		SP:Iteration 74Q (129442.720000 sec): 3 clusters
  Score: Raw -938613.765864 + Penalty 2923.992369 = -935689.773495
  nChanged 3
		SP:Iteration 75Q (129442.930000 sec): 3 clusters
  Score: Raw -938614.747235 + Penalty 2923.992369 = -935690.754866
  nChanged 5
		SP:Iteration 76Q (129443.090000 sec): 3 clusters
  Score: Raw -938616.776398 + Penalty 2923.992369 = -935692.784029
  nChanged 3
		SP:Iteration 77Q (129443.350000 sec): 3 clusters
  Score: Raw -938617.516282 + Penalty 2923.992369 = -935693.523913
  nChanged 1
		SP:Iteration 78Q (129443.520000 sec): 3 clusters
  Score: Raw -938617.669513 + Penalty 2923.992369 = -935693.677145
  nChanged 2
		SP:Iteration 79Q (129443.650000 sec): 3 clusters
  Score: Raw -938617.926208 + Penalty 2923.992369 = -935693.933839
  nChanged 1
		SP:Iteration 80F (129443.910000 sec): 3 clusters
  Score: Raw -938618.189698 + Penalty 2923.992369 = -935694.197329
  nChanged 1
		SP:Iteration 81Q (129444.120000 sec): 3 clusters
  Score: Raw -938618.384163 + Penalty 2923.992369 = -935694.391794
  nChanged 2
		SP:Iteration 82Q (129444.320000 sec): 3 clusters
  Score: Raw -938618.723543 + Penalty 2923.992369 = -935694.731174
  nChanged 1
		SP:Iteration 83Q (129444.520000 sec): 3 clusters
  Score: Raw -938619.309808 + Penalty 2923.992369 = -935695.317439
  nChanged 4
		SP:Iteration 84Q (129444.700000 sec): 3 clusters
  Score: Raw -938620.946549 + Penalty 2923.992369 = -935696.954180
  nChanged 2
		SP:Iteration 85Q (129445.000000 sec): 3 clusters
  Score: Raw -938622.008402 + Penalty 2923.992369 = -935698.016033
  nChanged 2
		SP:Iteration 86Q (129445.230000 sec): 3 clusters
  Score: Raw -938622.673431 + Penalty 2923.992369 = -935698.681062
  nChanged 6
		SP:Iteration 87Q (129445.470000 sec): 3 clusters
  Score: Raw -938624.820169 + Penalty 2923.992369 = -935700.827801
  nChanged 8
		SP:Iteration 88Q (129445.730000 sec): 3 clusters
  Score: Raw -938627.761562 + Penalty 2923.992369 = -935703.769193
  nChanged 8
		SP:Iteration 89Q (129445.950000 sec): 3 clusters
  Score: Raw -938629.942016 + Penalty 2923.992369 = -935705.949647
  nChanged 4
		SP:Iteration 90Q (129446.170000 sec): 3 clusters
  Score: Raw -938631.070341 + Penalty 2923.992369 = -935707.077973
  nChanged 4
		SP:Iteration 91Q (129446.440000 sec): 3 clusters
  Score: Raw -938632.184284 + Penalty 2923.992369 = -935708.191916
  nChanged 5
		SP:Iteration 92Q (129446.630000 sec): 3 clusters
  Score: Raw -938634.500772 + Penalty 2923.992369 = -935710.508403
  nChanged 8
		SP:Iteration 93Q (129446.830000 sec): 3 clusters
  Score: Raw -938637.428006 + Penalty 2923.992369 = -935713.435637
  nChanged 4
		SP:Iteration 94Q (129446.990000 sec): 3 clusters
  Score: Raw -938639.941348 + Penalty 2923.992369 = -935715.948979
  nChanged 5
		SP:Iteration 95Q (129447.140000 sec): 3 clusters
  Score: Raw -938641.237777 + Penalty 2923.992369 = -935717.245408
  nChanged 6
		SP:Iteration 96Q (129447.350000 sec): 3 clusters
  Score: Raw -938642.922602 + Penalty 2923.992369 = -935718.930233
  nChanged 5
		SP:Iteration 97Q (129447.510000 sec): 3 clusters
  Score: Raw -938644.529244 + Penalty 2923.992369 = -935720.536875
  nChanged 6
		SP:Iteration 98Q (129447.690000 sec): 3 clusters
  Score: Raw -938646.576876 + Penalty 2923.992369 = -935722.584507
  nChanged 3
		SP:Iteration 99Q (129447.910000 sec): 3 clusters
  Score: Raw -938648.663290 + Penalty 2923.992369 = -935724.670921
  nChanged 4
		SP:Iteration 100F (129448.060000 sec): 3 clusters
  Score: Raw -938651.106239 + Penalty 2923.992369 = -935727.113870
  nChanged 7
		SP:Iteration 101Q (129448.290000 sec): 3 clusters
  Score: Raw -938654.025863 + Penalty 2923.992369 = -935730.033495
  nChanged 8
		SP:Iteration 102Q (129448.470000 sec): 3 clusters
  Score: Raw -938657.754996 + Penalty 2923.992369 = -935733.762627
  nChanged 7
		SP:Iteration 103Q (129448.670000 sec): 3 clusters
  Score: Raw -938660.479401 + Penalty 2923.992369 = -935736.487032
  nChanged 5
		SP:Iteration 104Q (129448.870000 sec): 3 clusters
  Score: Raw -938662.627421 + Penalty 2923.992369 = -935738.635052
  nChanged 8
		SP:Iteration 105Q (129449.030000 sec): 3 clusters
  Score: Raw -938665.883546 + Penalty 2923.992369 = -935741.891177
  nChanged 4
		SP:Iteration 106Q (129449.220000 sec): 3 clusters
  Score: Raw -938667.415161 + Penalty 2923.992369 = -935743.422793
  nChanged 3
		SP:Iteration 107Q (129449.420000 sec): 3 clusters
  Score: Raw -938668.168763 + Penalty 2923.992369 = -935744.176394
  nChanged 0
		SP:Iteration 108F (129449.540000 sec): 3 clusters
  Score: Raw -938668.168763 + Penalty 2923.992369 = -935744.176394
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129449.660000 sec): 2 clusters
  Score: Raw -64795.847513 + Penalty 1023.280264 = -63772.567249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129449.830000 sec): 3 clusters
  Score: Raw -64756.242945 + Penalty 2046.560529 = -62709.682416
  nChanged 146
		SP:Iteration 1F (129449.940000 sec): 3 clusters
  Score: Raw -64913.813738 + Penalty 2046.560529 = -62867.253209
  nChanged 40
		SP:Iteration 2F (129450.080000 sec): 3 clusters
  Score: Raw -64987.212124 + Penalty 2046.560529 = -62940.651595
  nChanged 21
		SP:Iteration 3Q (129450.220000 sec): 3 clusters
  Score: Raw -65049.486473 + Penalty 2046.560529 = -63002.925944
  nChanged 21
		SP:Iteration 4Q (129450.340000 sec): 3 clusters
  Score: Raw -65123.984881 + Penalty 2046.560529 = -63077.424352
  nChanged 31
		SP:Iteration 5F (129450.490000 sec): 3 clusters
  Score: Raw -65204.357338 + Penalty 2046.560529 = -63157.796809
  nChanged 35
		SP:Iteration 6F (129450.640000 sec): 3 clusters
  Score: Raw -65303.572213 + Penalty 2046.560529 = -63257.011684
  nChanged 27
		SP:Iteration 7Q (129450.750000 sec): 3 clusters
  Score: Raw -65418.946069 + Penalty 2046.560529 = -63372.385540
  nChanged 29
		SP:Iteration 8F (129450.920000 sec): 3 clusters
  Score: Raw -65607.235141 + Penalty 2046.560529 = -63560.674612
  nChanged 21
		SP:Iteration 9Q (129451.060000 sec): 3 clusters
  Score: Raw -65719.179044 + Penalty 2046.560529 = -63672.618515
  nChanged 10
		SP:Iteration 10Q (129451.200000 sec): 3 clusters
  Score: Raw -65760.810580 + Penalty 2046.560529 = -63714.250051
  nChanged 7
		SP:Iteration 11Q (129451.350000 sec): 3 clusters
  Score: Raw -65782.128553 + Penalty 2046.560529 = -63735.568024
  nChanged 5
		SP:Iteration 12Q (129451.490000 sec): 3 clusters
  Score: Raw -65795.761743 + Penalty 2046.560529 = -63749.201214
  nChanged 3
		SP:Iteration 13Q (129451.640000 sec): 3 clusters
  Score: Raw -65800.075575 + Penalty 2046.560529 = -63753.515046
  nChanged 0
		SP:Iteration 14F (129451.740000 sec): 3 clusters
  Score: Raw -65800.075575 + Penalty 2046.560529 = -63753.515046
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129451.870000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129452.010000 sec): 3 clusters
  Score: Raw -61222.908356 + Penalty 2057.159294 = -59165.749062
  nChanged 140
		SP:Iteration 1F (129452.110000 sec): 3 clusters
  Score: Raw -61394.765194 + Penalty 2057.159294 = -59337.605899
  nChanged 35
		SP:Iteration 2F (129452.270000 sec): 3 clusters
  Score: Raw -61440.911588 + Penalty 2057.159294 = -59383.752294
  nChanged 14
		SP:Iteration 3Q (129452.410000 sec): 3 clusters
  Score: Raw -61463.632495 + Penalty 2057.159294 = -59406.473201
  nChanged 8
		SP:Iteration 4Q (129452.550000 sec): 3 clusters
  Score: Raw -61474.257590 + Penalty 2057.159294 = -59417.098296
  nChanged 3
		SP:Iteration 5Q (129452.700000 sec): 3 clusters
  Score: Raw -61477.809480 + Penalty 2057.159294 = -59420.650185
  nChanged 6
		SP:Iteration 6Q (129452.840000 sec): 3 clusters
  Score: Raw -61485.084822 + Penalty 2057.159294 = -59427.925528
  nChanged 5
		SP:Iteration 7Q (129452.940000 sec): 3 clusters
  Score: Raw -61494.116124 + Penalty 2057.159294 = -59436.956830
  nChanged 5
		SP:Iteration 8Q (129453.090000 sec): 3 clusters
  Score: Raw -61499.437107 + Penalty 2057.159294 = -59442.277812
  nChanged 3
		SP:Iteration 9Q (129453.230000 sec): 3 clusters
  Score: Raw -61503.090438 + Penalty 2057.159294 = -59445.931143
  nChanged 2
		SP:Iteration 10Q (129453.330000 sec): 3 clusters
  Score: Raw -61506.431280 + Penalty 2057.159294 = -59449.271986
  nChanged 4
		SP:Iteration 11Q (129453.420000 sec): 3 clusters
  Score: Raw -61513.613637 + Penalty 2057.159294 = -59456.454343
  nChanged 5
		SP:Iteration 12Q (129453.570000 sec): 3 clusters
  Score: Raw -61520.703204 + Penalty 2057.159294 = -59463.543909
  nChanged 0
		SP:Iteration 13F (129453.660000 sec): 3 clusters
  Score: Raw -61520.703204 + Penalty 2057.159294 = -59463.543909
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129453.770000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129453.870000 sec): 3 clusters
  Score: Raw -19091.089413 + Penalty 1713.724857 = -17377.364556
  nChanged 33
		SP:Iteration 1F (129454.020000 sec): 3 clusters
  Score: Raw -19204.692604 + Penalty 1713.724857 = -17490.967747
  nChanged 14
		SP:Iteration 2F (129454.110000 sec): 3 clusters
  Score: Raw -19244.567429 + Penalty 1713.724857 = -17530.842572
  nChanged 3
		SP:Iteration 3Q (129454.250000 sec): 3 clusters
  Score: Raw -19262.788386 + Penalty 1713.724857 = -17549.063529
  nChanged 0
		SP:Iteration 4F (129454.400000 sec): 3 clusters
  Score: Raw -19262.788386 + Penalty 1713.724857 = -17549.063529
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129454.520000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129454.600000 sec): 3 clusters
  Score: Raw -21128.099684 + Penalty 1800.910652 = -19327.189032
  nChanged 46
		SP:Iteration 1F (129454.760000 sec): 3 clusters
  Score: Raw -21220.374280 + Penalty 1800.910652 = -19419.463628
  nChanged 8
		SP:Iteration 2Q (129454.900000 sec): 3 clusters
  Score: Raw -21241.339779 + Penalty 1800.910652 = -19440.429127
  nChanged 2
		SP:Iteration 3Q (129455.040000 sec): 3 clusters
  Score: Raw -21245.272728 + Penalty 1800.910652 = -19444.362076
  nChanged 1
		SP:Iteration 4Q (129455.180000 sec): 3 clusters
  Score: Raw -21246.925444 + Penalty 1800.910652 = -19446.014792
  nChanged 2
		SP:Iteration 5Q (129455.350000 sec): 3 clusters
  Score: Raw -21258.617115 + Penalty 1800.910652 = -19457.706463
  nChanged 1
		SP:Iteration 6Q (129455.630000 sec): 3 clusters
  Score: Raw -21259.899846 + Penalty 1800.910652 = -19458.989194
  nChanged 0
		SP:Iteration 7F (129455.820000 sec): 3 clusters
  Score: Raw -21259.899846 + Penalty 1800.910652 = -19458.989194
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129455.970000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129456.200000 sec): 3 clusters
  Score: Raw -25437.126405 + Penalty 1775.745337 = -23661.381068
  nChanged 38
		SP:Iteration 1F (129456.370000 sec): 3 clusters
  Score: Raw -25537.655521 + Penalty 1775.745337 = -23761.910185
  nChanged 6
		SP:Iteration 2Q (129456.520000 sec): 3 clusters
  Score: Raw -25553.469856 + Penalty 1775.745337 = -23777.724520
  nChanged 4
		SP:Iteration 3Q (129456.760000 sec): 3 clusters
  Score: Raw -25564.663671 + Penalty 1775.745337 = -23788.918334
  nChanged 1
		SP:Iteration 4Q (129456.940000 sec): 3 clusters
  Score: Raw -25565.454132 + Penalty 1775.745337 = -23789.708795
  nChanged 1
		SP:Iteration 5Q (129457.170000 sec): 3 clusters
  Score: Raw -25567.991109 + Penalty 1775.745337 = -23792.245772
  nChanged 2
		SP:Iteration 6Q (129457.300000 sec): 3 clusters
  Score: Raw -25577.356670 + Penalty 1775.745337 = -23801.611334
  nChanged 5
		SP:Iteration 7Q (129457.460000 sec): 3 clusters
  Score: Raw -25586.732879 + Penalty 1775.745337 = -23810.987543
  nChanged 3
		SP:Iteration 8Q (129457.620000 sec): 3 clusters
  Score: Raw -25599.281644 + Penalty 1775.745337 = -23823.536307
  nChanged 3
		SP:Iteration 9Q (129457.790000 sec): 3 clusters
  Score: Raw -25608.870415 + Penalty 1775.745337 = -23833.125079
  nChanged 3
		SP:Iteration 10Q (129457.960000 sec): 3 clusters
  Score: Raw -25616.208942 + Penalty 1775.745337 = -23840.463606
  nChanged 2
		SP:Iteration 11Q (129458.130000 sec): 3 clusters
  Score: Raw -25621.330553 + Penalty 1775.745337 = -23845.585217
  nChanged 2
		SP:Iteration 12Q (129458.300000 sec): 3 clusters
  Score: Raw -25632.857654 + Penalty 1775.745337 = -23857.112318
  nChanged 1
		SP:Iteration 13Q (129458.480000 sec): 3 clusters
  Score: Raw -25637.439412 + Penalty 1775.745337 = -23861.694075
  nChanged 2
		SP:Iteration 14Q (129458.660000 sec): 3 clusters
  Score: Raw -25640.299121 + Penalty 1775.745337 = -23864.553785
  nChanged 1
		SP:Iteration 15Q (129458.830000 sec): 3 clusters
  Score: Raw -25642.551571 + Penalty 1775.745337 = -23866.806235
  nChanged 0
		SP:Iteration 16F (129458.990000 sec): 3 clusters
  Score: Raw -25642.551571 + Penalty 1775.745337 = -23866.806235
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129459.080000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129459.280000 sec): 3 clusters
  Score: Raw -67822.479912 + Penalty 2077.373062 = -65745.106851
  nChanged 148
		SP:Iteration 1F (129459.450000 sec): 3 clusters
  Score: Raw -68015.455345 + Penalty 2077.373062 = -65938.082283
  nChanged 47
		SP:Iteration 2F (129459.570000 sec): 3 clusters
  Score: Raw -68083.455941 + Penalty 2077.373062 = -66006.082879
  nChanged 29
		SP:Iteration 3Q (129459.760000 sec): 3 clusters
  Score: Raw -68125.534543 + Penalty 2077.373062 = -66048.161481
  nChanged 17
		SP:Iteration 4Q (129459.880000 sec): 3 clusters
  Score: Raw -68153.969469 + Penalty 2077.373062 = -66076.596407
  nChanged 15
		SP:Iteration 5Q (129460.020000 sec): 3 clusters
  Score: Raw -68176.105268 + Penalty 2077.373062 = -66098.732206
  nChanged 18
		SP:Iteration 6Q (129460.120000 sec): 3 clusters
  Score: Raw -68209.793296 + Penalty 2077.373062 = -66132.420234
  nChanged 12
		SP:Iteration 7Q (129460.270000 sec): 3 clusters
  Score: Raw -68229.279487 + Penalty 2077.373062 = -66151.906425
  nChanged 14
		SP:Iteration 8Q (129460.340000 sec): 3 clusters
  Score: Raw -68259.377405 + Penalty 2077.373062 = -66182.004344
  nChanged 8
		SP:Iteration 9Q (129460.510000 sec): 3 clusters
  Score: Raw -68276.805190 + Penalty 2077.373062 = -66199.432129
  nChanged 13
		SP:Iteration 10Q (129460.600000 sec): 3 clusters
  Score: Raw -68308.780738 + Penalty 2077.373062 = -66231.407676
  nChanged 10
		SP:Iteration 11Q (129460.720000 sec): 3 clusters
  Score: Raw -68333.145823 + Penalty 2077.373062 = -66255.772761
  nChanged 7
		SP:Iteration 12Q (129460.890000 sec): 3 clusters
  Score: Raw -68345.896499 + Penalty 2077.373062 = -66268.523437
  nChanged 6
		SP:Iteration 13Q (129460.960000 sec): 3 clusters
  Score: Raw -68358.677299 + Penalty 2077.373062 = -66281.304237
  nChanged 2
		SP:Iteration 14Q (129461.100000 sec): 3 clusters
  Score: Raw -68362.166042 + Penalty 2077.373062 = -66284.792980
  nChanged 1
		SP:Iteration 15Q (129461.200000 sec): 3 clusters
  Score: Raw -68363.461166 + Penalty 2077.373062 = -66286.088104
  nChanged 1
		SP:Iteration 16Q (129461.300000 sec): 3 clusters
  Score: Raw -68364.817266 + Penalty 2077.373062 = -66287.444204
  nChanged 0
		SP:Iteration 17F (129461.440000 sec): 3 clusters
  Score: Raw -68366.032494 + Penalty 2077.373062 = -66288.659433
  nChanged 1
		SP:Iteration 18Q (129461.540000 sec): 3 clusters
  Score: Raw -68380.403432 + Penalty 2077.373062 = -66303.030370
  nChanged 3
		SP:Iteration 19Q (129461.680000 sec): 3 clusters
  Score: Raw -68388.693490 + Penalty 2077.373062 = -66311.320428
  nChanged 0
		SP:Iteration 20F (129461.770000 sec): 3 clusters
  Score: Raw -68388.693490 + Penalty 2077.373062 = -66311.320428
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129461.900000 sec): 2 clusters
  Score: Raw -185623.878583 + Penalty 1197.867010 = -184426.011572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129461.980000 sec): 3 clusters
  Score: Raw -185024.134983 + Penalty 2395.734021 = -182628.400962
  nChanged 511
		SP:Iteration 1F (129462.140000 sec): 3 clusters
  Score: Raw -185367.040492 + Penalty 2395.734021 = -182971.306471
  nChanged 126
		SP:Iteration 2F (129462.230000 sec): 3 clusters
  Score: Raw -185465.252080 + Penalty 2395.734021 = -183069.518059
  nChanged 73
		SP:Iteration 3Q (129462.340000 sec): 3 clusters
  Score: Raw -185528.138627 + Penalty 2395.734021 = -183132.404606
  nChanged 59
		SP:Iteration 4Q (129462.480000 sec): 3 clusters
  Score: Raw -185582.518557 + Penalty 2395.734021 = -183186.784536
  nChanged 57
		SP:Iteration 5Q (129462.580000 sec): 3 clusters
  Score: Raw -185633.358824 + Penalty 2395.734021 = -183237.624803
  nChanged 47
		SP:Iteration 6Q (129462.730000 sec): 3 clusters
  Score: Raw -185674.317159 + Penalty 2395.734021 = -183278.583138
  nChanged 45
		SP:Iteration 7Q (129462.820000 sec): 3 clusters
  Score: Raw -185716.032560 + Penalty 2395.734021 = -183320.298539
  nChanged 40
		SP:Iteration 8Q (129462.970000 sec): 3 clusters
  Score: Raw -185754.674970 + Penalty 2395.734021 = -183358.940949
  nChanged 36
		SP:Iteration 9Q (129463.140000 sec): 3 clusters
  Score: Raw -185778.534003 + Penalty 2395.734021 = -183382.799982
  nChanged 34
		SP:Iteration 10Q (129463.290000 sec): 3 clusters
  Score: Raw -185802.753095 + Penalty 2395.734021 = -183407.019074
  nChanged 29
		SP:Iteration 11Q (129463.430000 sec): 3 clusters
  Score: Raw -185820.763062 + Penalty 2395.734021 = -183425.029041
  nChanged 17
		SP:Iteration 12Q (129463.530000 sec): 3 clusters
  Score: Raw -185830.504951 + Penalty 2395.734021 = -183434.770930
  nChanged 16
		SP:Iteration 13Q (129463.700000 sec): 3 clusters
  Score: Raw -185840.004391 + Penalty 2395.734021 = -183444.270370
  nChanged 13
		SP:Iteration 14Q (129463.880000 sec): 3 clusters
  Score: Raw -185849.090587 + Penalty 2395.734021 = -183453.356566
  nChanged 12
		SP:Iteration 15Q (129464.020000 sec): 3 clusters
  Score: Raw -185857.846622 + Penalty 2395.734021 = -183462.112601
  nChanged 13
		SP:Iteration 16Q (129464.110000 sec): 3 clusters
  Score: Raw -185864.237866 + Penalty 2395.734021 = -183468.503845
  nChanged 10
		SP:Iteration 17Q (129464.260000 sec): 3 clusters
  Score: Raw -185870.956488 + Penalty 2395.734021 = -183475.222467
  nChanged 11
		SP:Iteration 18Q (129464.340000 sec): 3 clusters
  Score: Raw -185877.797121 + Penalty 2395.734021 = -183482.063100
  nChanged 7
		SP:Iteration 19Q (129464.450000 sec): 3 clusters
  Score: Raw -185883.478967 + Penalty 2395.734021 = -183487.744946
  nChanged 6
		SP:Iteration 20F (129464.590000 sec): 3 clusters
  Score: Raw -185888.066025 + Penalty 2395.734021 = -183492.332004
  nChanged 3
		SP:Iteration 21Q (129464.740000 sec): 3 clusters
  Score: Raw -185889.637105 + Penalty 2395.734021 = -183493.903085
  nChanged 3
		SP:Iteration 22Q (129464.840000 sec): 3 clusters
  Score: Raw -185892.146461 + Penalty 2395.734021 = -183496.412440
  nChanged 4
		SP:Iteration 23Q (129464.940000 sec): 3 clusters
  Score: Raw -185893.955879 + Penalty 2395.734021 = -183498.221858
  nChanged 1
		SP:Iteration 24Q (129465.080000 sec): 3 clusters
  Score: Raw -185894.235859 + Penalty 2395.734021 = -183498.501838
  nChanged 2
		SP:Iteration 25Q (129465.180000 sec): 3 clusters
  Score: Raw -185894.709089 + Penalty 2395.734021 = -183498.975068
  nChanged 1
		SP:Iteration 26Q (129465.280000 sec): 3 clusters
  Score: Raw -185894.950646 + Penalty 2395.734021 = -183499.216625
  nChanged 1
		SP:Iteration 27Q (129465.410000 sec): 3 clusters
  Score: Raw -185895.445322 + Penalty 2395.734021 = -183499.711301
  nChanged 1
		SP:Iteration 28Q (129465.560000 sec): 3 clusters
  Score: Raw -185895.766315 + Penalty 2395.734021 = -183500.032294
  nChanged 1
		SP:Iteration 29Q (129465.710000 sec): 3 clusters
  Score: Raw -185896.062018 + Penalty 2395.734021 = -183500.327997
  nChanged 2
		SP:Iteration 30Q (129465.810000 sec): 3 clusters
  Score: Raw -185896.482302 + Penalty 2395.734021 = -183500.748281
  nChanged 2
		SP:Iteration 31Q (129465.950000 sec): 3 clusters
  Score: Raw -185896.863006 + Penalty 2395.734021 = -183501.128985
  nChanged 0
		SP:Iteration 32F (129466.050000 sec): 3 clusters
  Score: Raw -185896.863006 + Penalty 2395.734021 = -183501.128985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129466.280000 sec): 2 clusters
  Score: Raw -2180633.451137 + Penalty 1589.519562 = -2179043.931574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129466.620000 sec): 3 clusters
  Score: Raw -2170064.472131 + Penalty 3179.039124 = -2166885.433007
  nChanged 8014
		SP:Iteration 1F (129466.910000 sec): 3 clusters
  Score: Raw -2174546.055238 + Penalty 3179.039124 = -2171367.016114
  nChanged 940
		SP:Iteration 2F (129467.180000 sec): 3 clusters
  Score: Raw -2174910.773454 + Penalty 3179.039124 = -2171731.734330
  nChanged 820
		SP:Iteration 3Q (129467.440000 sec): 3 clusters
  Score: Raw -2175231.146643 + Penalty 3179.039124 = -2172052.107519
  nChanged 793
		SP:Iteration 4Q (129467.800000 sec): 3 clusters
  Score: Raw -2175545.656088 + Penalty 3179.039124 = -2172366.616964
  nChanged 779
		SP:Iteration 5Q (129468.140000 sec): 3 clusters
  Score: Raw -2175891.192601 + Penalty 3179.039124 = -2172712.153477
  nChanged 835
		SP:Iteration 6Q (129468.450000 sec): 3 clusters
  Score: Raw -2176329.233970 + Penalty 3179.039124 = -2173150.194846
  nChanged 919
		SP:Iteration 7F (129468.740000 sec): 3 clusters
  Score: Raw -2176812.368023 + Penalty 3179.039124 = -2173633.328899
  nChanged 895
		SP:Iteration 8F (129468.990000 sec): 3 clusters
  Score: Raw -2177295.274880 + Penalty 3179.039124 = -2174116.235755
  nChanged 873
		SP:Iteration 9Q (129469.270000 sec): 3 clusters
  Score: Raw -2177784.496118 + Penalty 3179.039124 = -2174605.456994
  nChanged 839
		SP:Iteration 10Q (129469.580000 sec): 3 clusters
  Score: Raw -2178278.990889 + Penalty 3179.039124 = -2175099.951765
  nChanged 796
		SP:Iteration 11Q (129469.900000 sec): 3 clusters
  Score: Raw -2178761.964148 + Penalty 3179.039124 = -2175582.925024
  nChanged 742
		SP:Iteration 12Q (129470.190000 sec): 3 clusters
  Score: Raw -2179196.846806 + Penalty 3179.039124 = -2176017.807682
  nChanged 626
		SP:Iteration 13Q (129470.520000 sec): 3 clusters
  Score: Raw -2179591.412252 + Penalty 3179.039124 = -2176412.373128
  nChanged 564
		SP:Iteration 14Q (129470.850000 sec): 3 clusters
  Score: Raw -2179957.467063 + Penalty 3179.039124 = -2176778.427939
  nChanged 431
		SP:Iteration 15Q (129471.160000 sec): 3 clusters
  Score: Raw -2180238.750756 + Penalty 3179.039124 = -2177059.711632
  nChanged 316
		SP:Iteration 16Q (129471.410000 sec): 3 clusters
  Score: Raw -2180443.818463 + Penalty 3179.039124 = -2177264.779339
  nChanged 202
		SP:Iteration 17Q (129471.700000 sec): 3 clusters
  Score: Raw -2180571.218699 + Penalty 3179.039124 = -2177392.179575
  nChanged 137
		SP:Iteration 18Q (129471.970000 sec): 3 clusters
  Score: Raw -2180657.591134 + Penalty 3179.039124 = -2177478.552009
  nChanged 92
		SP:Iteration 19Q (129472.260000 sec): 3 clusters
  Score: Raw -2180709.838527 + Penalty 3179.039124 = -2177530.799402
  nChanged 59
		SP:Iteration 20F (129472.620000 sec): 3 clusters
  Score: Raw -2180743.248611 + Penalty 3179.039124 = -2177564.209487
  nChanged 46
		SP:Iteration 21Q (129472.840000 sec): 3 clusters
  Score: Raw -2180768.481859 + Penalty 3179.039124 = -2177589.442734
  nChanged 30
		SP:Iteration 22Q (129473.110000 sec): 3 clusters
  Score: Raw -2180784.653308 + Penalty 3179.039124 = -2177605.614184
  nChanged 21
		SP:Iteration 23Q (129473.350000 sec): 3 clusters
  Score: Raw -2180798.116329 + Penalty 3179.039124 = -2177619.077205
  nChanged 17
		SP:Iteration 24Q (129473.590000 sec): 3 clusters
  Score: Raw -2180807.367144 + Penalty 3179.039124 = -2177628.328020
  nChanged 10
		SP:Iteration 25Q (129473.860000 sec): 3 clusters
  Score: Raw -2180813.639217 + Penalty 3179.039124 = -2177634.600093
  nChanged 7
		SP:Iteration 26Q (129474.080000 sec): 3 clusters
  Score: Raw -2180817.541718 + Penalty 3179.039124 = -2177638.502593
  nChanged 3
		SP:Iteration 27Q (129474.380000 sec): 3 clusters
  Score: Raw -2180819.682025 + Penalty 3179.039124 = -2177640.642901
  nChanged 6
		SP:Iteration 28Q (129474.630000 sec): 3 clusters
  Score: Raw -2180822.441392 + Penalty 3179.039124 = -2177643.402267
  nChanged 1
		SP:Iteration 29Q (129474.890000 sec): 3 clusters
  Score: Raw -2180822.748872 + Penalty 3179.039124 = -2177643.709748
  nChanged 2
		SP:Iteration 30Q (129475.200000 sec): 3 clusters
  Score: Raw -2180823.514346 + Penalty 3179.039124 = -2177644.475222
  nChanged 3
		SP:Iteration 31Q (129475.510000 sec): 3 clusters
  Score: Raw -2180825.452832 + Penalty 3179.039124 = -2177646.413707
  nChanged 1
		SP:Iteration 32Q (129475.780000 sec): 3 clusters
  Score: Raw -2180825.782536 + Penalty 3179.039124 = -2177646.743412
  nChanged 2
		SP:Iteration 33Q (129476.020000 sec): 3 clusters
  Score: Raw -2180826.585409 + Penalty 3179.039124 = -2177647.546285
  nChanged 2
		SP:Iteration 34Q (129476.300000 sec): 3 clusters
  Score: Raw -2180827.637867 + Penalty 3179.039124 = -2177648.598743
  nChanged 0
		SP:Iteration 35F (129476.600000 sec): 3 clusters
  Score: Raw -2180827.637867 + Penalty 3179.039124 = -2177648.598743
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129476.750000 sec): 2 clusters
  Score: Raw -680629.580868 + Penalty 1395.038424 = -679234.542444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129476.900000 sec): 3 clusters
  Score: Raw -677781.992191 + Penalty 2790.076848 = -674991.915343
  nChanged 2161
		SP:Iteration 1F (129477.090000 sec): 3 clusters
  Score: Raw -678944.017152 + Penalty 2790.076848 = -676153.940304
  nChanged 374
		SP:Iteration 2F (129477.280000 sec): 3 clusters
  Score: Raw -679137.030743 + Penalty 2790.076848 = -676346.953895
  nChanged 287
		SP:Iteration 3F (129477.470000 sec): 3 clusters
  Score: Raw -679262.137826 + Penalty 2790.076848 = -676472.060978
  nChanged 204
		SP:Iteration 4Q (129477.700000 sec): 3 clusters
  Score: Raw -679341.650641 + Penalty 2790.076848 = -676551.573793
  nChanged 155
		SP:Iteration 5Q (129477.890000 sec): 3 clusters
  Score: Raw -679393.078772 + Penalty 2790.076848 = -676603.001924
  nChanged 114
		SP:Iteration 6Q (129478.040000 sec): 3 clusters
  Score: Raw -679425.560286 + Penalty 2790.076848 = -676635.483438
  nChanged 95
		SP:Iteration 7Q (129478.230000 sec): 3 clusters
  Score: Raw -679449.492183 + Penalty 2790.076848 = -676659.415335
  nChanged 70
		SP:Iteration 8Q (129478.450000 sec): 3 clusters
  Score: Raw -679472.669900 + Penalty 2790.076848 = -676682.593052
  nChanged 70
		SP:Iteration 9Q (129478.640000 sec): 3 clusters
  Score: Raw -679495.957153 + Penalty 2790.076848 = -676705.880305
  nChanged 73
		SP:Iteration 10Q (129478.860000 sec): 3 clusters
  Score: Raw -679518.033102 + Penalty 2790.076848 = -676727.956254
  nChanged 60
		SP:Iteration 11Q (129479.000000 sec): 3 clusters
  Score: Raw -679534.202545 + Penalty 2790.076848 = -676744.125697
  nChanged 59
		SP:Iteration 12Q (129479.210000 sec): 3 clusters
  Score: Raw -679548.503349 + Penalty 2790.076848 = -676758.426501
  nChanged 43
		SP:Iteration 13Q (129479.460000 sec): 3 clusters
  Score: Raw -679558.983963 + Penalty 2790.076848 = -676768.907115
  nChanged 46
		SP:Iteration 14Q (129479.620000 sec): 3 clusters
  Score: Raw -679570.552847 + Penalty 2790.076848 = -676780.475999
  nChanged 58
		SP:Iteration 15Q (129479.820000 sec): 3 clusters
  Score: Raw -679588.524254 + Penalty 2790.076848 = -676798.447406
  nChanged 56
		SP:Iteration 16Q (129480.070000 sec): 3 clusters
  Score: Raw -679605.814447 + Penalty 2790.076848 = -676815.737599
  nChanged 60
		SP:Iteration 17Q (129480.290000 sec): 3 clusters
  Score: Raw -679621.950278 + Penalty 2790.076848 = -676831.873430
  nChanged 47
		SP:Iteration 18Q (129480.480000 sec): 3 clusters
  Score: Raw -679636.582329 + Penalty 2790.076848 = -676846.505481
  nChanged 60
		SP:Iteration 19Q (129480.630000 sec): 3 clusters
  Score: Raw -679653.377167 + Penalty 2790.076848 = -676863.300319
  nChanged 62
		SP:Iteration 20F (129480.820000 sec): 3 clusters
  Score: Raw -679673.510030 + Penalty 2790.076848 = -676883.433182
  nChanged 73
		SP:Iteration 21Q (129481.020000 sec): 3 clusters
  Score: Raw -679697.742578 + Penalty 2790.076848 = -676907.665730
  nChanged 81
		SP:Iteration 22Q (129481.190000 sec): 3 clusters
  Score: Raw -679730.368104 + Penalty 2790.076848 = -676940.291256
  nChanged 86
		SP:Iteration 23Q (129481.320000 sec): 3 clusters
  Score: Raw -679770.075084 + Penalty 2790.076848 = -676979.998236
  nChanged 108
		SP:Iteration 24Q (129481.510000 sec): 3 clusters
  Score: Raw -679816.791159 + Penalty 2790.076848 = -677026.714311
  nChanged 113
		SP:Iteration 25Q (129481.670000 sec): 3 clusters
  Score: Raw -679864.633214 + Penalty 2790.076848 = -677074.556366
  nChanged 114
		SP:Iteration 26Q (129481.830000 sec): 3 clusters
  Score: Raw -679916.248985 + Penalty 2790.076848 = -677126.172137
  nChanged 118
		SP:Iteration 27Q (129482.030000 sec): 3 clusters
  Score: Raw -679978.896521 + Penalty 2790.076848 = -677188.819673
  nChanged 135
		SP:Iteration 28Q (129482.210000 sec): 3 clusters
  Score: Raw -680057.839046 + Penalty 2790.076848 = -677267.762198
  nChanged 138
		SP:Iteration 29Q (129482.360000 sec): 3 clusters
  Score: Raw -680147.574499 + Penalty 2790.076848 = -677357.497651
  nChanged 144
		SP:Iteration 30Q (129482.510000 sec): 3 clusters
  Score: Raw -680248.862647 + Penalty 2790.076848 = -677458.785799
  nChanged 141
		SP:Iteration 31Q (129482.700000 sec): 3 clusters
  Score: Raw -680351.790716 + Penalty 2790.076848 = -677561.713868
  nChanged 136
		SP:Iteration 32Q (129482.840000 sec): 3 clusters
  Score: Raw -680451.505695 + Penalty 2790.076848 = -677661.428847
  nChanged 116
		SP:Iteration 33Q (129483.030000 sec): 3 clusters
  Score: Raw -680544.933698 + Penalty 2790.076848 = -677754.856850
  nChanged 95
		SP:Iteration 34Q (129483.220000 sec): 3 clusters
  Score: Raw -680620.091834 + Penalty 2790.076848 = -677830.014986
  nChanged 67
		SP:Iteration 35Q (129483.360000 sec): 3 clusters
  Score: Raw -680667.305231 + Penalty 2790.076848 = -677877.228383
  nChanged 39
		SP:Iteration 36Q (129483.540000 sec): 3 clusters
  Score: Raw -680692.395569 + Penalty 2790.076848 = -677902.318721
  nChanged 29
		SP:Iteration 37Q (129483.650000 sec): 3 clusters
  Score: Raw -680711.535085 + Penalty 2790.076848 = -677921.458237
  nChanged 23
		SP:Iteration 38Q (129483.790000 sec): 3 clusters
  Score: Raw -680723.231673 + Penalty 2790.076848 = -677933.154825
  nChanged 17
		SP:Iteration 39Q (129483.930000 sec): 3 clusters
  Score: Raw -680732.400387 + Penalty 2790.076848 = -677942.323539
  nChanged 12
		SP:Iteration 40F (129484.130000 sec): 3 clusters
  Score: Raw -680739.515727 + Penalty 2790.076848 = -677949.438879
  nChanged 7
		SP:Iteration 41Q (129484.300000 sec): 3 clusters
  Score: Raw -680744.012292 + Penalty 2790.076848 = -677953.935444
  nChanged 6
		SP:Iteration 42Q (129484.440000 sec): 3 clusters
  Score: Raw -680747.599946 + Penalty 2790.076848 = -677957.523098
  nChanged 7
		SP:Iteration 43Q (129484.630000 sec): 3 clusters
  Score: Raw -680750.147598 + Penalty 2790.076848 = -677960.070750
  nChanged 2
		SP:Iteration 44Q (129484.770000 sec): 3 clusters
  Score: Raw -680751.662707 + Penalty 2790.076848 = -677961.585860
  nChanged 1
		SP:Iteration 45Q (129484.950000 sec): 3 clusters
  Score: Raw -680752.079936 + Penalty 2790.076848 = -677962.003088
  nChanged 0
		SP:Iteration 46F (129485.150000 sec): 3 clusters
  Score: Raw -680752.079936 + Penalty 2790.076848 = -677962.003088
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129485.280000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129485.430000 sec): 3 clusters
  Score: Raw -44623.847440 + Penalty 1956.042795 = -42667.804645
  nChanged 83
		SP:Iteration 1F (129485.590000 sec): 3 clusters
  Score: Raw -44776.306244 + Penalty 1956.042795 = -42820.263449
  nChanged 21
		SP:Iteration 2F (129485.780000 sec): 3 clusters
  Score: Raw -44806.578545 + Penalty 1956.042795 = -42850.535750
  nChanged 5
		SP:Iteration 3Q (129485.910000 sec): 3 clusters
  Score: Raw -44817.751652 + Penalty 1956.042795 = -42861.708858
  nChanged 3
		SP:Iteration 4Q (129486.060000 sec): 3 clusters
  Score: Raw -44821.618920 + Penalty 1956.042795 = -42865.576126
  nChanged 4
		SP:Iteration 5Q (129486.200000 sec): 3 clusters
  Score: Raw -44831.192208 + Penalty 1956.042795 = -42875.149413
  nChanged 3
		SP:Iteration 6Q (129486.350000 sec): 3 clusters
  Score: Raw -44837.567078 + Penalty 1956.042795 = -42881.524284
  nChanged 0
		SP:Iteration 7F (129486.450000 sec): 3 clusters
  Score: Raw -44837.567078 + Penalty 1956.042795 = -42881.524284
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129486.570000 sec): 2 clusters
  Score: Raw -298590.214289 + Penalty 1291.267842 = -297298.946447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129486.660000 sec): 3 clusters
  Score: Raw -297323.784328 + Penalty 2582.535684 = -294741.248644
  nChanged 1072
		SP:Iteration 1F (129486.820000 sec): 3 clusters
  Score: Raw -298016.731383 + Penalty 2582.535684 = -295434.195698
  nChanged 241
		SP:Iteration 2F (129486.920000 sec): 3 clusters
  Score: Raw -298209.243706 + Penalty 2582.535684 = -295626.708022
  nChanged 178
		SP:Iteration 3F (129487.070000 sec): 3 clusters
  Score: Raw -298341.718083 + Penalty 2582.535684 = -295759.182399
  nChanged 117
		SP:Iteration 4Q (129487.210000 sec): 3 clusters
  Score: Raw -298408.581675 + Penalty 2582.535684 = -295826.045990
  nChanged 77
		SP:Iteration 5Q (129487.350000 sec): 3 clusters
  Score: Raw -298453.459785 + Penalty 2582.535684 = -295870.924101
  nChanged 60
		SP:Iteration 6Q (129487.490000 sec): 3 clusters
  Score: Raw -298489.720309 + Penalty 2582.535684 = -295907.184625
  nChanged 55
		SP:Iteration 7Q (129487.640000 sec): 3 clusters
  Score: Raw -298523.322127 + Penalty 2582.535684 = -295940.786442
  nChanged 43
		SP:Iteration 8Q (129487.780000 sec): 3 clusters
  Score: Raw -298548.678415 + Penalty 2582.535684 = -295966.142730
  nChanged 46
		SP:Iteration 9Q (129487.930000 sec): 3 clusters
  Score: Raw -298574.027300 + Penalty 2582.535684 = -295991.491616
  nChanged 42
		SP:Iteration 10Q (129488.070000 sec): 3 clusters
  Score: Raw -298603.067597 + Penalty 2582.535684 = -296020.531913
  nChanged 50
		SP:Iteration 11Q (129488.220000 sec): 3 clusters
  Score: Raw -298634.316849 + Penalty 2582.535684 = -296051.781165
  nChanged 37
		SP:Iteration 12Q (129488.370000 sec): 3 clusters
  Score: Raw -298658.129487 + Penalty 2582.535684 = -296075.593803
  nChanged 41
		SP:Iteration 13Q (129488.510000 sec): 3 clusters
  Score: Raw -298681.881255 + Penalty 2582.535684 = -296099.345571
  nChanged 43
		SP:Iteration 14Q (129488.650000 sec): 3 clusters
  Score: Raw -298704.489722 + Penalty 2582.535684 = -296121.954038
  nChanged 35
		SP:Iteration 15Q (129488.800000 sec): 3 clusters
  Score: Raw -298717.544460 + Penalty 2582.535684 = -296135.008775
  nChanged 25
		SP:Iteration 16Q (129488.940000 sec): 3 clusters
  Score: Raw -298728.566488 + Penalty 2582.535684 = -296146.030804
  nChanged 18
		SP:Iteration 17Q (129489.090000 sec): 3 clusters
  Score: Raw -298733.737050 + Penalty 2582.535684 = -296151.201366
  nChanged 15
		SP:Iteration 18Q (129489.230000 sec): 3 clusters
  Score: Raw -298738.265490 + Penalty 2582.535684 = -296155.729806
  nChanged 10
		SP:Iteration 19Q (129489.370000 sec): 3 clusters
  Score: Raw -298741.785045 + Penalty 2582.535684 = -296159.249361
  nChanged 14
		SP:Iteration 20F (129489.520000 sec): 3 clusters
  Score: Raw -298746.723789 + Penalty 2582.535684 = -296164.188105
  nChanged 12
		SP:Iteration 21Q (129489.660000 sec): 3 clusters
  Score: Raw -298751.235774 + Penalty 2582.535684 = -296168.700090
  nChanged 12
		SP:Iteration 22Q (129489.810000 sec): 3 clusters
  Score: Raw -298754.776625 + Penalty 2582.535684 = -296172.240941
  nChanged 11
		SP:Iteration 23Q (129489.950000 sec): 3 clusters
  Score: Raw -298757.624692 + Penalty 2582.535684 = -296175.089008
  nChanged 9
		SP:Iteration 24Q (129490.100000 sec): 3 clusters
  Score: Raw -298760.837714 + Penalty 2582.535684 = -296178.302030
  nChanged 11
		SP:Iteration 25Q (129490.240000 sec): 3 clusters
  Score: Raw -298765.759136 + Penalty 2582.535684 = -296183.223452
  nChanged 18
		SP:Iteration 26Q (129490.390000 sec): 3 clusters
  Score: Raw -298776.410936 + Penalty 2582.535684 = -296193.875251
  nChanged 21
		SP:Iteration 27Q (129490.530000 sec): 3 clusters
  Score: Raw -298784.077566 + Penalty 2582.535684 = -296201.541882
  nChanged 17
		SP:Iteration 28Q (129490.670000 sec): 3 clusters
  Score: Raw -298790.328708 + Penalty 2582.535684 = -296207.793024
  nChanged 19
		SP:Iteration 29Q (129490.820000 sec): 3 clusters
  Score: Raw -298801.629120 + Penalty 2582.535684 = -296219.093436
  nChanged 18
		SP:Iteration 30Q (129490.960000 sec): 3 clusters
  Score: Raw -298813.161265 + Penalty 2582.535684 = -296230.625581
  nChanged 21
		SP:Iteration 31Q (129491.110000 sec): 3 clusters
  Score: Raw -298825.541413 + Penalty 2582.535684 = -296243.005729
  nChanged 28
		SP:Iteration 32Q (129491.250000 sec): 3 clusters
  Score: Raw -298838.200802 + Penalty 2582.535684 = -296255.665118
  nChanged 30
		SP:Iteration 33Q (129491.390000 sec): 3 clusters
  Score: Raw -298856.151633 + Penalty 2582.535684 = -296273.615949
  nChanged 38
		SP:Iteration 34Q (129491.530000 sec): 3 clusters
  Score: Raw -298875.306199 + Penalty 2582.535684 = -296292.770514
  nChanged 24
		SP:Iteration 35Q (129491.670000 sec): 3 clusters
  Score: Raw -298885.905522 + Penalty 2582.535684 = -296303.369837
  nChanged 26
		SP:Iteration 36Q (129491.810000 sec): 3 clusters
  Score: Raw -298897.800755 + Penalty 2582.535684 = -296315.265070
  nChanged 27
		SP:Iteration 37Q (129492.010000 sec): 3 clusters
  Score: Raw -298909.374379 + Penalty 2582.535684 = -296326.838695
  nChanged 21
		SP:Iteration 38Q (129492.150000 sec): 3 clusters
  Score: Raw -298917.825329 + Penalty 2582.535684 = -296335.289645
  nChanged 17
		SP:Iteration 39Q (129492.300000 sec): 3 clusters
  Score: Raw -298926.313629 + Penalty 2582.535684 = -296343.777945
  nChanged 18
		SP:Iteration 40F (129492.440000 sec): 3 clusters
  Score: Raw -298935.386315 + Penalty 2582.535684 = -296352.850631
  nChanged 19
		SP:Iteration 41Q (129492.590000 sec): 3 clusters
  Score: Raw -298942.330757 + Penalty 2582.535684 = -296359.795073
  nChanged 17
		SP:Iteration 42Q (129492.730000 sec): 3 clusters
  Score: Raw -298949.417313 + Penalty 2582.535684 = -296366.881629
  nChanged 12
		SP:Iteration 43Q (129492.870000 sec): 3 clusters
  Score: Raw -298955.588447 + Penalty 2582.535684 = -296373.052763
  nChanged 15
		SP:Iteration 44Q (129493.020000 sec): 3 clusters
  Score: Raw -298960.820770 + Penalty 2582.535684 = -296378.285086
  nChanged 5
		SP:Iteration 45Q (129493.160000 sec): 3 clusters
  Score: Raw -298961.937513 + Penalty 2582.535684 = -296379.401829
  nChanged 6
		SP:Iteration 46Q (129493.310000 sec): 3 clusters
  Score: Raw -298963.756115 + Penalty 2582.535684 = -296381.220431
  nChanged 2
		SP:Iteration 47Q (129493.450000 sec): 3 clusters
  Score: Raw -298964.439212 + Penalty 2582.535684 = -296381.903528
  nChanged 1
		SP:Iteration 48Q (129493.600000 sec): 3 clusters
  Score: Raw -298964.657996 + Penalty 2582.535684 = -296382.122312
  nChanged 1
		SP:Iteration 49Q (129493.730000 sec): 3 clusters
  Score: Raw -298965.068585 + Penalty 2582.535684 = -296382.532901
  nChanged 1
		SP:Iteration 50Q (129493.880000 sec): 3 clusters
  Score: Raw -298965.237416 + Penalty 2582.535684 = -296382.701732
  nChanged 1
		SP:Iteration 51Q (129494.030000 sec): 3 clusters
  Score: Raw -298965.454455 + Penalty 2582.535684 = -296382.918771
  nChanged 0
		SP:Iteration 52F (129494.170000 sec): 3 clusters
  Score: Raw -298965.454455 + Penalty 2582.535684 = -296382.918771
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129494.290000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129494.390000 sec): 3 clusters
  Score: Raw -14294.454877 + Penalty 1643.279887 = -12651.174990
  nChanged 18
		SP:Iteration 1F (129494.540000 sec): 3 clusters
  Score: Raw -14378.009382 + Penalty 1643.279887 = -12734.729496
  nChanged 7
		SP:Iteration 2Q (129494.630000 sec): 3 clusters
  Score: Raw -14413.838514 + Penalty 1643.279887 = -12770.558627
  nChanged 4
		SP:Iteration 3Q (129494.780000 sec): 3 clusters
  Score: Raw -14483.412403 + Penalty 1643.279887 = -12840.132517
  nChanged 5
		SP:Iteration 4Q (129494.970000 sec): 3 clusters
  Score: Raw -14505.973178 + Penalty 1643.279887 = -12862.693291
  nChanged 0
		SP:Iteration 5F (129495.070000 sec): 3 clusters
  Score: Raw -14505.973178 + Penalty 1643.279887 = -12862.693291
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129495.680000 sec): 2 clusters
  Score: Raw -9294743.142024 + Penalty 1827.481336 = -9292915.660688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129496.310000 sec): 3 clusters
  Score: Raw -9245343.794109 + Penalty 3654.962672 = -9241688.831437
  nChanged 36304
		SP:Iteration 1F (129496.930000 sec): 3 clusters
  Score: Raw -9266192.834709 + Penalty 3654.962672 = -9262537.872037
  nChanged 2629
		SP:Iteration 2Q (129497.590000 sec): 3 clusters
  Score: Raw -9266862.426774 + Penalty 3654.962672 = -9263207.464102
  nChanged 2861
		SP:Iteration 3Q (129498.230000 sec): 3 clusters
  Score: Raw -9267744.967683 + Penalty 3654.962672 = -9264090.005011
  nChanged 3557
		SP:Iteration 4Q (129498.940000 sec): 3 clusters
  Score: Raw -9269269.335936 + Penalty 3654.962672 = -9265614.373264
  nChanged 4844
		SP:Iteration 5F (129499.660000 sec): 3 clusters
  Score: Raw -9272140.611912 + Penalty 3654.962672 = -9268485.649240
  nChanged 6209
		SP:Iteration 6F (129500.370000 sec): 3 clusters
  Score: Raw -9276877.202305 + Penalty 3654.962672 = -9273222.239633
  nChanged 6654
		SP:Iteration 7F (129501.030000 sec): 3 clusters
  Score: Raw -9282776.295969 + Penalty 3654.962672 = -9279121.333297
  nChanged 5635
		SP:Iteration 8F (129501.730000 sec): 3 clusters
  Score: Raw -9288102.452147 + Penalty 3654.962672 = -9284447.489475
  nChanged 3718
		SP:Iteration 9Q (129502.450000 sec): 3 clusters
  Score: Raw -9291651.312434 + Penalty 3654.962672 = -9287996.349762
  nChanged 2029
		SP:Iteration 10Q (129503.090000 sec): 3 clusters
  Score: Raw -9293554.424398 + Penalty 3654.962672 = -9289899.461726
  nChanged 942
		SP:Iteration 11Q (129503.760000 sec): 3 clusters
  Score: Raw -9294373.146718 + Penalty 3654.962672 = -9290718.184046
  nChanged 412
		SP:Iteration 12Q (129504.360000 sec): 3 clusters
  Score: Raw -9294754.004112 + Penalty 3654.962672 = -9291099.041440
  nChanged 225
		SP:Iteration 13Q (129504.920000 sec): 3 clusters
  Score: Raw -9294916.505778 + Penalty 3654.962672 = -9291261.543106
  nChanged 136
		SP:Iteration 14Q (129505.550000 sec): 3 clusters
  Score: Raw -9295001.832664 + Penalty 3654.962672 = -9291346.869993
  nChanged 79
		SP:Iteration 15Q (129506.150000 sec): 3 clusters
  Score: Raw -9295052.729830 + Penalty 3654.962672 = -9291397.767158
  nChanged 66
		SP:Iteration 16Q (129506.750000 sec): 3 clusters
  Score: Raw -9295087.376389 + Penalty 3654.962672 = -9291432.413717
  nChanged 57
		SP:Iteration 17Q (129507.400000 sec): 3 clusters
  Score: Raw -9295121.290824 + Penalty 3654.962672 = -9291466.328152
  nChanged 50
		SP:Iteration 18Q (129508.000000 sec): 3 clusters
  Score: Raw -9295149.272611 + Penalty 3654.962672 = -9291494.309939
  nChanged 36
		SP:Iteration 19Q (129508.610000 sec): 3 clusters
  Score: Raw -9295163.628607 + Penalty 3654.962672 = -9291508.665935
  nChanged 31
		SP:Iteration 20F (129509.260000 sec): 3 clusters
  Score: Raw -9295179.043873 + Penalty 3654.962672 = -9291524.081201
  nChanged 28
		SP:Iteration 21Q (129509.780000 sec): 3 clusters
  Score: Raw -9295193.857641 + Penalty 3654.962672 = -9291538.894969
  nChanged 29
		SP:Iteration 22Q (129510.320000 sec): 3 clusters
  Score: Raw -9295205.979900 + Penalty 3654.962672 = -9291551.017228
  nChanged 22
		SP:Iteration 23Q (129510.910000 sec): 3 clusters
  Score: Raw -9295214.704308 + Penalty 3654.962672 = -9291559.741636
  nChanged 13
		SP:Iteration 24Q (129511.500000 sec): 3 clusters
  Score: Raw -9295218.734091 + Penalty 3654.962672 = -9291563.771419
  nChanged 11
		SP:Iteration 25Q (129512.100000 sec): 3 clusters
  Score: Raw -9295222.328113 + Penalty 3654.962672 = -9291567.365441
  nChanged 12
		SP:Iteration 26Q (129512.710000 sec): 3 clusters
  Score: Raw -9295224.966144 + Penalty 3654.962672 = -9291570.003472
  nChanged 3
		SP:Iteration 27Q (129513.310000 sec): 3 clusters
  Score: Raw -9295226.237273 + Penalty 3654.962672 = -9291571.274601
  nChanged 5
		SP:Iteration 28Q (129513.970000 sec): 3 clusters
  Score: Raw -9295227.650937 + Penalty 3654.962672 = -9291572.688265
  nChanged 4
		SP:Iteration 29Q (129514.610000 sec): 3 clusters
  Score: Raw -9295229.352543 + Penalty 3654.962672 = -9291574.389871
  nChanged 1
		SP:Iteration 30Q (129515.250000 sec): 3 clusters
  Score: Raw -9295229.962330 + Penalty 3654.962672 = -9291574.999658
  nChanged 2
		SP:Iteration 31Q (129515.880000 sec): 3 clusters
  Score: Raw -9295230.797579 + Penalty 3654.962672 = -9291575.834907
  nChanged 2
		SP:Iteration 32Q (129516.460000 sec): 3 clusters
  Score: Raw -9295231.110207 + Penalty 3654.962672 = -9291576.147535
  nChanged 1
		SP:Iteration 33Q (129517.020000 sec): 3 clusters
  Score: Raw -9295231.244740 + Penalty 3654.962672 = -9291576.282068
  nChanged 0
		SP:Iteration 34F (129517.650000 sec): 3 clusters
  Score: Raw -9295231.244740 + Penalty 3654.962672 = -9291576.282068
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129517.790000 sec): 2 clusters
  Score: Raw -456829.789422 + Penalty 1356.406409 = -455473.383013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129517.970000 sec): 3 clusters
  Score: Raw -454631.633013 + Penalty 2712.812817 = -451918.820196
  nChanged 1743
		SP:Iteration 1F (129518.110000 sec): 3 clusters
  Score: Raw -455650.944314 + Penalty 2712.812817 = -452938.131496
  nChanged 322
		SP:Iteration 2F (129518.320000 sec): 3 clusters
  Score: Raw -455837.610857 + Penalty 2712.812817 = -453124.798040
  nChanged 256
		SP:Iteration 3F (129518.440000 sec): 3 clusters
  Score: Raw -456003.535471 + Penalty 2712.812817 = -453290.722653
  nChanged 204
		SP:Iteration 4Q (129518.680000 sec): 3 clusters
  Score: Raw -456162.470883 + Penalty 2712.812817 = -453449.658066
  nChanged 218
		SP:Iteration 5F (129518.860000 sec): 3 clusters
  Score: Raw -456336.277306 + Penalty 2712.812817 = -453623.464488
  nChanged 198
		SP:Iteration 6Q (129519.070000 sec): 3 clusters
  Score: Raw -456481.445733 + Penalty 2712.812817 = -453768.632916
  nChanged 185
		SP:Iteration 7Q (129519.210000 sec): 3 clusters
  Score: Raw -456622.547471 + Penalty 2712.812817 = -453909.734653
  nChanged 176
		SP:Iteration 8Q (129519.350000 sec): 3 clusters
  Score: Raw -456766.248072 + Penalty 2712.812817 = -454053.435255
  nChanged 177
		SP:Iteration 9Q (129519.530000 sec): 3 clusters
  Score: Raw -456906.412710 + Penalty 2712.812817 = -454193.599892
  nChanged 177
		SP:Iteration 10Q (129519.690000 sec): 3 clusters
  Score: Raw -457065.540668 + Penalty 2712.812817 = -454352.727851
  nChanged 155
		SP:Iteration 11Q (129519.820000 sec): 3 clusters
  Score: Raw -457202.965862 + Penalty 2712.812817 = -454490.153045
  nChanged 147
		SP:Iteration 12Q (129519.900000 sec): 3 clusters
  Score: Raw -457318.669766 + Penalty 2712.812817 = -454605.856949
  nChanged 122
		SP:Iteration 13Q (129520.020000 sec): 3 clusters
  Score: Raw -457399.958535 + Penalty 2712.812817 = -454687.145718
  nChanged 100
		SP:Iteration 14Q (129520.190000 sec): 3 clusters
  Score: Raw -457453.595858 + Penalty 2712.812817 = -454740.783040
  nChanged 68
		SP:Iteration 15Q (129520.340000 sec): 3 clusters
  Score: Raw -457488.624101 + Penalty 2712.812817 = -454775.811284
  nChanged 54
		SP:Iteration 16Q (129520.480000 sec): 3 clusters
  Score: Raw -457514.619350 + Penalty 2712.812817 = -454801.806533
  nChanged 60
		SP:Iteration 17Q (129520.630000 sec): 3 clusters
  Score: Raw -457544.162654 + Penalty 2712.812817 = -454831.349837
  nChanged 52
		SP:Iteration 18Q (129520.820000 sec): 3 clusters
  Score: Raw -457566.475280 + Penalty 2712.812817 = -454853.662463
  nChanged 37
		SP:Iteration 19Q (129520.960000 sec): 3 clusters
  Score: Raw -457586.929673 + Penalty 2712.812817 = -454874.116855
  nChanged 50
		SP:Iteration 20F (129521.070000 sec): 3 clusters
  Score: Raw -457608.715708 + Penalty 2712.812817 = -454895.902890
  nChanged 35
		SP:Iteration 21Q (129521.250000 sec): 3 clusters
  Score: Raw -457623.525669 + Penalty 2712.812817 = -454910.712852
  nChanged 35
		SP:Iteration 22Q (129521.280000 sec): 3 clusters
  Score: Raw -457638.949712 + Penalty 2712.812817 = -454926.136895
  nChanged 24
		SP:Iteration 23Q (129521.360000 sec): 3 clusters
  Score: Raw -457650.894103 + Penalty 2712.812817 = -454938.081285
  nChanged 23
		SP:Iteration 24Q (129521.520000 sec): 3 clusters
  Score: Raw -457659.842739 + Penalty 2712.812817 = -454947.029922
  nChanged 19
		SP:Iteration 25Q (129521.610000 sec): 3 clusters
  Score: Raw -457671.033964 + Penalty 2712.812817 = -454958.221147
  nChanged 21
		SP:Iteration 26Q (129521.760000 sec): 3 clusters
  Score: Raw -457678.367747 + Penalty 2712.812817 = -454965.554930
  nChanged 7
		SP:Iteration 27Q (129521.910000 sec): 3 clusters
  Score: Raw -457680.529919 + Penalty 2712.812817 = -454967.717102
  nChanged 9
		SP:Iteration 28Q (129522.040000 sec): 3 clusters
  Score: Raw -457686.916911 + Penalty 2712.812817 = -454974.104093
  nChanged 8
		SP:Iteration 29Q (129522.180000 sec): 3 clusters
  Score: Raw -457691.165612 + Penalty 2712.812817 = -454978.352795
  nChanged 7
		SP:Iteration 30Q (129522.340000 sec): 3 clusters
  Score: Raw -457692.525092 + Penalty 2712.812817 = -454979.712274
  nChanged 8
		SP:Iteration 31Q (129522.550000 sec): 3 clusters
  Score: Raw -457694.573369 + Penalty 2712.812817 = -454981.760551
  nChanged 6
		SP:Iteration 32Q (129522.710000 sec): 3 clusters
  Score: Raw -457702.052077 + Penalty 2712.812817 = -454989.239259
  nChanged 14
		SP:Iteration 33Q (129522.880000 sec): 3 clusters
  Score: Raw -457708.239583 + Penalty 2712.812817 = -454995.426765
  nChanged 7
		SP:Iteration 34Q (129523.000000 sec): 3 clusters
  Score: Raw -457710.609517 + Penalty 2712.812817 = -454997.796699
  nChanged 4
		SP:Iteration 35Q (129523.140000 sec): 3 clusters
  Score: Raw -457711.793151 + Penalty 2712.812817 = -454998.980333
  nChanged 3
		SP:Iteration 36Q (129523.280000 sec): 3 clusters
  Score: Raw -457712.444032 + Penalty 2712.812817 = -454999.631215
  nChanged 1
		SP:Iteration 37Q (129523.440000 sec): 3 clusters
  Score: Raw -457712.589151 + Penalty 2712.812817 = -454999.776333
  nChanged 0
		SP:Iteration 38F (129523.580000 sec): 3 clusters
  Score: Raw -457712.589151 + Penalty 2712.812817 = -454999.776333
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129523.640000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129523.810000 sec): 3 clusters
  Score: Raw -54574.464060 + Penalty 1998.252196 = -52576.211864
  nChanged 108
		SP:Iteration 1F (129523.980000 sec): 3 clusters
  Score: Raw -54715.437492 + Penalty 1998.252196 = -52717.185296
  nChanged 34
		SP:Iteration 2F (129524.090000 sec): 3 clusters
  Score: Raw -54773.960642 + Penalty 1998.252196 = -52775.708446
  nChanged 16
		SP:Iteration 3Q (129524.230000 sec): 3 clusters
  Score: Raw -54809.071551 + Penalty 1998.252196 = -52810.819355
  nChanged 7
		SP:Iteration 4Q (129524.370000 sec): 3 clusters
  Score: Raw -54820.428833 + Penalty 1998.252196 = -52822.176637
  nChanged 4
		SP:Iteration 5Q (129524.510000 sec): 3 clusters
  Score: Raw -54830.914586 + Penalty 1998.252196 = -52832.662389
  nChanged 0
		SP:Iteration 6F (129524.650000 sec): 3 clusters
  Score: Raw -54830.914586 + Penalty 1998.252196 = -52832.662389
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129524.750000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129524.900000 sec): 3 clusters
  Score: Raw -65247.941617 + Penalty 2059.468363 = -63188.473254
  nChanged 145
		SP:Iteration 1F (129525.050000 sec): 3 clusters
  Score: Raw -65417.440959 + Penalty 2059.468363 = -63357.972596
  nChanged 45
		SP:Iteration 2F (129525.180000 sec): 3 clusters
  Score: Raw -65482.840281 + Penalty 2059.468363 = -63423.371918
  nChanged 19
		SP:Iteration 3Q (129525.290000 sec): 3 clusters
  Score: Raw -65523.746900 + Penalty 2059.468363 = -63464.278538
  nChanged 23
		SP:Iteration 4Q (129525.430000 sec): 3 clusters
  Score: Raw -65562.561224 + Penalty 2059.468363 = -63503.092861
  nChanged 7
		SP:Iteration 5Q (129525.580000 sec): 3 clusters
  Score: Raw -65574.858547 + Penalty 2059.468363 = -63515.390184
  nChanged 3
		SP:Iteration 6Q (129525.720000 sec): 3 clusters
  Score: Raw -65579.804210 + Penalty 2059.468363 = -63520.335847
  nChanged 4
		SP:Iteration 7Q (129525.870000 sec): 3 clusters
  Score: Raw -65583.839782 + Penalty 2059.468363 = -63524.371419
  nChanged 1
		SP:Iteration 8Q (129526.010000 sec): 3 clusters
  Score: Raw -65585.655902 + Penalty 2059.468363 = -63526.187540
  nChanged 0
		SP:Iteration 9F (129526.100000 sec): 3 clusters
  Score: Raw -65585.655902 + Penalty 2059.468363 = -63526.187540
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129526.250000 sec): 2 clusters
  Score: Raw -622630.010415 + Penalty 1392.590167 = -621237.420248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129526.510000 sec): 3 clusters
  Score: Raw -619849.588640 + Penalty 2785.180333 = -617064.408306
  nChanged 2106
		SP:Iteration 1F (129526.710000 sec): 3 clusters
  Score: Raw -621004.680579 + Penalty 2785.180333 = -618219.500245
  nChanged 354
		SP:Iteration 2F (129526.890000 sec): 3 clusters
  Score: Raw -621185.330907 + Penalty 2785.180333 = -618400.150573
  nChanged 275
		SP:Iteration 3F (129527.120000 sec): 3 clusters
  Score: Raw -621314.780988 + Penalty 2785.180333 = -618529.600655
  nChanged 213
		SP:Iteration 4Q (129527.310000 sec): 3 clusters
  Score: Raw -621464.003781 + Penalty 2785.180333 = -618678.823448
  nChanged 271
		SP:Iteration 5F (129527.510000 sec): 3 clusters
  Score: Raw -621679.521910 + Penalty 2785.180333 = -618894.341576
  nChanged 290
		SP:Iteration 6F (129527.730000 sec): 3 clusters
  Score: Raw -621943.293750 + Penalty 2785.180333 = -619158.113417
  nChanged 335
		SP:Iteration 7F (129527.940000 sec): 3 clusters
  Score: Raw -622236.141441 + Penalty 2785.180333 = -619450.961107
  nChanged 332
		SP:Iteration 8F (129528.110000 sec): 3 clusters
  Score: Raw -622524.010486 + Penalty 2785.180333 = -619738.830153
  nChanged 287
		SP:Iteration 9F (129528.250000 sec): 3 clusters
  Score: Raw -622765.309711 + Penalty 2785.180333 = -619980.129378
  nChanged 229
		SP:Iteration 10Q (129528.420000 sec): 3 clusters
  Score: Raw -622948.273215 + Penalty 2785.180333 = -620163.092882
  nChanged 171
		SP:Iteration 11Q (129528.590000 sec): 3 clusters
  Score: Raw -623107.098820 + Penalty 2785.180333 = -620321.918486
  nChanged 129
		SP:Iteration 12Q (129528.770000 sec): 3 clusters
  Score: Raw -623242.677033 + Penalty 2785.180333 = -620457.496699
  nChanged 81
		SP:Iteration 13Q (129528.920000 sec): 3 clusters
  Score: Raw -623330.202115 + Penalty 2785.180333 = -620545.021782
  nChanged 55
		SP:Iteration 14Q (129529.050000 sec): 3 clusters
  Score: Raw -623396.722211 + Penalty 2785.180333 = -620611.541877
  nChanged 47
		SP:Iteration 15Q (129529.270000 sec): 3 clusters
  Score: Raw -623463.281386 + Penalty 2785.180333 = -620678.101053
  nChanged 34
		SP:Iteration 16Q (129529.460000 sec): 3 clusters
  Score: Raw -623506.199827 + Penalty 2785.180333 = -620721.019493
  nChanged 29
		SP:Iteration 17Q (129529.600000 sec): 3 clusters
  Score: Raw -623545.220452 + Penalty 2785.180333 = -620760.040118
  nChanged 18
		SP:Iteration 18Q (129529.760000 sec): 3 clusters
  Score: Raw -623556.416945 + Penalty 2785.180333 = -620771.236611
  nChanged 9
		SP:Iteration 19Q (129529.990000 sec): 3 clusters
  Score: Raw -623560.739593 + Penalty 2785.180333 = -620775.559260
  nChanged 9
		SP:Iteration 20F (129530.170000 sec): 3 clusters
  Score: Raw -623565.159431 + Penalty 2785.180333 = -620779.979098
  nChanged 8
		SP:Iteration 21Q (129530.370000 sec): 3 clusters
  Score: Raw -623569.415701 + Penalty 2785.180333 = -620784.235367
  nChanged 4
		SP:Iteration 22Q (129530.580000 sec): 3 clusters
  Score: Raw -623570.811243 + Penalty 2785.180333 = -620785.630909
  nChanged 1
		SP:Iteration 23Q (129530.770000 sec): 3 clusters
  Score: Raw -623570.895720 + Penalty 2785.180333 = -620785.715386
  nChanged 1
		SP:Iteration 24Q (129530.930000 sec): 3 clusters
  Score: Raw -623571.062171 + Penalty 2785.180333 = -620785.881837
  nChanged 0
		SP:Iteration 25F (129531.160000 sec): 3 clusters
  Score: Raw -623571.062171 + Penalty 2785.180333 = -620785.881837
  nChanged 0
Iteration 448F (129807.730000 sec): 67 clusters
  Score: Raw -223663761.639651 + Penalty 155142.624087 = -223508619.015564
  nChanged 2586
Iteration 449Q (129994.810000 sec): 67 clusters
  Score: Raw -223663866.685198 + Penalty 155142.624087 = -223508724.061110
  nChanged 1686
Iteration 450Q (130196.200000 sec): 67 clusters
  Score: Raw -223663926.335016 + Penalty 155142.624087 = -223508783.710929
  nChanged 1375
Iteration 451Q (130395.750000 sec): 67 clusters
  Score: Raw -223663970.519239 + Penalty 155142.624087 = -223508827.895152
  nChanged 1142
Iteration 452Q (130594.320000 sec): 67 clusters
  Score: Raw -223664005.651693 + Penalty 155142.624087 = -223508863.027606
  nChanged 950
Iteration 453Q (130799.440000 sec): 67 clusters
  Score: Raw -223664036.884215 + Penalty 155142.624087 = -223508894.260128
  nChanged 950
Iteration 454Q (130963.310000 sec): 67 clusters
  Score: Raw -223664070.282754 + Penalty 155142.624087 = -223508927.658667
  nChanged 872
Iteration 455Q (131169.520000 sec): 67 clusters
  Score: Raw -223664097.567629 + Penalty 155142.624087 = -223508954.943542
  nChanged 761
Iteration 456Q (131383.060000 sec): 67 clusters
  Score: Raw -223664120.024611 + Penalty 155142.624087 = -223508977.400524
  nChanged 676
Iteration 457Q (131577.040000 sec): 67 clusters
  Score: Raw -223664139.405661 + Penalty 155142.624087 = -223508996.781574
  nChanged 581
Iteration 458Q (131767.570000 sec): 67 clusters
  Score: Raw -223664157.289438 + Penalty 155142.624087 = -223509014.665351
  nChanged 592
Writing temp clu file 
Because OldScore, -223508996.781574, is greater than current (better) Score,-223509014.665351 
 Compute initial score before splitting:   Score: Raw -223664157.289438 + Penalty 155142.624087 = -223509014.665351
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (354558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131769.820000 sec): 2 clusters
  Score: Raw -42367160.984721 + Penalty 2076.526924 = -42365084.457797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131772.110000 sec): 3 clusters
  Score: Raw -42129496.006347 + Penalty 4153.053847 = -42125342.952500
  nChanged 173375
		SP:Iteration 1F (131774.410000 sec): 3 clusters
  Score: Raw -42237269.499673 + Penalty 4153.053847 = -42233116.445826
  nChanged 13720
		SP:Iteration 2Q (131776.720000 sec): 3 clusters
  Score: Raw -42242056.930187 + Penalty 4153.053847 = -42237903.876340
  nChanged 17396
		SP:Iteration 3Q (131779.030000 sec): 3 clusters
  Score: Raw -42249915.274191 + Penalty 4153.053847 = -42245762.220343
  nChanged 22045
		SP:Iteration 4F (131781.380000 sec): 3 clusters
  Score: Raw -42262593.017950 + Penalty 4153.053847 = -42258439.964103
  nChanged 26240
		SP:Iteration 5F (131783.520000 sec): 3 clusters
  Score: Raw -42280762.154142 + Penalty 4153.053847 = -42276609.100295
  nChanged 27332
		SP:Iteration 6F (131785.770000 sec): 3 clusters
  Score: Raw -42302511.029040 + Penalty 4153.053847 = -42298357.975192
  nChanged 24611
		SP:Iteration 7F (131787.880000 sec): 3 clusters
  Score: Raw -42323821.180141 + Penalty 4153.053847 = -42319668.126294
  nChanged 18819
		SP:Iteration 8F (131789.880000 sec): 3 clusters
  Score: Raw -42340525.620339 + Penalty 4153.053847 = -42336372.566492
  nChanged 12718
		SP:Iteration 9Q (131792.140000 sec): 3 clusters
  Score: Raw -42351606.703633 + Penalty 4153.053847 = -42347453.649785
  nChanged 8054
		SP:Iteration 10Q (131794.390000 sec): 3 clusters
  Score: Raw -42358377.974266 + Penalty 4153.053847 = -42354224.920418
  nChanged 4857
		SP:Iteration 11Q (131796.450000 sec): 3 clusters
  Score: Raw -42362283.289403 + Penalty 4153.053847 = -42358130.235556
  nChanged 2881
		SP:Iteration 12Q (131798.400000 sec): 3 clusters
  Score: Raw -42364477.340291 + Penalty 4153.053847 = -42360324.286443
  nChanged 1702
		SP:Iteration 13Q (131800.450000 sec): 3 clusters
  Score: Raw -42365739.115519 + Penalty 4153.053847 = -42361586.061672
  nChanged 1032
		SP:Iteration 14Q (131802.480000 sec): 3 clusters
  Score: Raw -42366478.887194 + Penalty 4153.053847 = -42362325.833347
  nChanged 727
		SP:Iteration 15Q (131804.590000 sec): 3 clusters
  Score: Raw -42366923.680300 + Penalty 4153.053847 = -42362770.626453
  nChanged 486
		SP:Iteration 16Q (131806.660000 sec): 3 clusters
  Score: Raw -42367180.770335 + Penalty 4153.053847 = -42363027.716488
  nChanged 383
		SP:Iteration 17Q (131808.680000 sec): 3 clusters
  Score: Raw -42367355.664201 + Penalty 4153.053847 = -42363202.610354
  nChanged 278
		SP:Iteration 18Q (131810.820000 sec): 3 clusters
  Score: Raw -42367465.513784 + Penalty 4153.053847 = -42363312.459937
  nChanged 207
		SP:Iteration 19Q (131812.900000 sec): 3 clusters
  Score: Raw -42367532.982013 + Penalty 4153.053847 = -42363379.928166
  nChanged 156
		SP:Iteration 20F (131815.050000 sec): 3 clusters
  Score: Raw -42367584.885583 + Penalty 4153.053847 = -42363431.831735
  nChanged 142
		SP:Iteration 21Q (131817.080000 sec): 3 clusters
  Score: Raw -42367628.880933 + Penalty 4153.053847 = -42363475.827086
  nChanged 121
		SP:Iteration 22Q (131819.030000 sec): 3 clusters
  Score: Raw -42367662.909134 + Penalty 4153.053847 = -42363509.855286
  nChanged 92
		SP:Iteration 23Q (131820.940000 sec): 3 clusters
  Score: Raw -42367687.821421 + Penalty 4153.053847 = -42363534.767574
  nChanged 79
		SP:Iteration 24Q (131822.970000 sec): 3 clusters
  Score: Raw -42367711.840885 + Penalty 4153.053847 = -42363558.787038
  nChanged 80
		SP:Iteration 25Q (131824.970000 sec): 3 clusters
  Score: Raw -42367734.305871 + Penalty 4153.053847 = -42363581.252024
  nChanged 58
		SP:Iteration 26Q (131826.910000 sec): 3 clusters
  Score: Raw -42367750.523696 + Penalty 4153.053847 = -42363597.469848
  nChanged 51
		SP:Iteration 27Q (131828.940000 sec): 3 clusters
  Score: Raw -42367763.359159 + Penalty 4153.053847 = -42363610.305312
  nChanged 43
		SP:Iteration 28Q (131830.760000 sec): 3 clusters
  Score: Raw -42367774.249302 + Penalty 4153.053847 = -42363621.195455
  nChanged 41
		SP:Iteration 29Q (131832.620000 sec): 3 clusters
  Score: Raw -42367782.950241 + Penalty 4153.053847 = -42363629.896394
  nChanged 31
		SP:Iteration 30Q (131834.480000 sec): 3 clusters
  Score: Raw -42367789.629702 + Penalty 4153.053847 = -42363636.575854
  nChanged 32
		SP:Iteration 31Q (131836.350000 sec): 3 clusters
  Score: Raw -42367795.009342 + Penalty 4153.053847 = -42363641.955494
  nChanged 20
		SP:Iteration 32Q (131838.290000 sec): 3 clusters
  Score: Raw -42367798.958206 + Penalty 4153.053847 = -42363645.904359
  nChanged 20
		SP:Iteration 33Q (131840.690000 sec): 3 clusters
  Score: Raw -42367803.895092 + Penalty 4153.053847 = -42363650.841245
  nChanged 24
		SP:Iteration 34Q (131842.970000 sec): 3 clusters
  Score: Raw -42367810.036549 + Penalty 4153.053847 = -42363656.982702
  nChanged 28
		SP:Iteration 35Q (131845.340000 sec): 3 clusters
  Score: Raw -42367817.218066 + Penalty 4153.053847 = -42363664.164219
  nChanged 24
		SP:Iteration 36Q (131847.710000 sec): 3 clusters
  Score: Raw -42367822.495109 + Penalty 4153.053847 = -42363669.441261
  nChanged 25
		SP:Iteration 37Q (131850.110000 sec): 3 clusters
  Score: Raw -42367827.720790 + Penalty 4153.053847 = -42363674.666943
  nChanged 22
		SP:Iteration 38Q (131851.770000 sec): 3 clusters
  Score: Raw -42367830.978999 + Penalty 4153.053847 = -42363677.925151
  nChanged 13
		SP:Iteration 39Q (131853.690000 sec): 3 clusters
  Score: Raw -42367833.362091 + Penalty 4153.053847 = -42363680.308243
  nChanged 14
		SP:Iteration 40F (131855.740000 sec): 3 clusters
  Score: Raw -42367836.427358 + Penalty 4153.053847 = -42363683.373511
  nChanged 14
		SP:Iteration 41Q (131857.710000 sec): 3 clusters
  Score: Raw -42367838.490129 + Penalty 4153.053847 = -42363685.436282
  nChanged 10
		SP:Iteration 42Q (131859.660000 sec): 3 clusters
  Score: Raw -42367840.208425 + Penalty 4153.053847 = -42363687.154577
  nChanged 12
		SP:Iteration 43Q (131861.540000 sec): 3 clusters
  Score: Raw -42367842.618368 + Penalty 4153.053847 = -42363689.564520
  nChanged 11
		SP:Iteration 44Q (131863.360000 sec): 3 clusters
  Score: Raw -42367844.503125 + Penalty 4153.053847 = -42363691.449278
  nChanged 10
		SP:Iteration 45Q (131865.270000 sec): 3 clusters
  Score: Raw -42367846.463889 + Penalty 4153.053847 = -42363693.410042
  nChanged 10
		SP:Iteration 46Q (131867.030000 sec): 3 clusters
  Score: Raw -42367848.155521 + Penalty 4153.053847 = -42363695.101674
  nChanged 8
		SP:Iteration 47Q (131868.780000 sec): 3 clusters
  Score: Raw -42367849.304554 + Penalty 4153.053847 = -42363696.250707
  nChanged 9
		SP:Iteration 48Q (131870.400000 sec): 3 clusters
  Score: Raw -42367850.805900 + Penalty 4153.053847 = -42363697.752053
  nChanged 8
		SP:Iteration 49Q (131872.150000 sec): 3 clusters
  Score: Raw -42367853.158314 + Penalty 4153.053847 = -42363700.104467
  nChanged 11
		SP:Iteration 50Q (131874.000000 sec): 3 clusters
  Score: Raw -42367855.394950 + Penalty 4153.053847 = -42363702.341102
  nChanged 8
		SP:Iteration 51Q (131875.900000 sec): 3 clusters
  Score: Raw -42367856.729536 + Penalty 4153.053847 = -42363703.675689
  nChanged 5
		SP:Iteration 52Q (131877.850000 sec): 3 clusters
  Score: Raw -42367857.413293 + Penalty 4153.053847 = -42363704.359445
  nChanged 6
		SP:Iteration 53Q (131879.600000 sec): 3 clusters
  Score: Raw -42367858.584960 + Penalty 4153.053847 = -42363705.531112
  nChanged 9
		SP:Iteration 54Q (131881.580000 sec): 3 clusters
  Score: Raw -42367859.986145 + Penalty 4153.053847 = -42363706.932298
  nChanged 6
		SP:Iteration 55Q (131883.420000 sec): 3 clusters
  Score: Raw -42367860.835497 + Penalty 4153.053847 = -42363707.781650
  nChanged 2
		SP:Iteration 56Q (131885.180000 sec): 3 clusters
  Score: Raw -42367861.172493 + Penalty 4153.053847 = -42363708.118646
  nChanged 1
		SP:Iteration 57Q (131886.910000 sec): 3 clusters
  Score: Raw -42367861.393407 + Penalty 4153.053847 = -42363708.339560
  nChanged 2
		SP:Iteration 58Q (131888.700000 sec): 3 clusters
  Score: Raw -42367861.585568 + Penalty 4153.053847 = -42363708.531721
  nChanged 2
		SP:Iteration 59Q (131890.500000 sec): 3 clusters
  Score: Raw -42367861.769702 + Penalty 4153.053847 = -42363708.715855
  nChanged 2
		SP:Iteration 60F (131892.540000 sec): 3 clusters
  Score: Raw -42367862.190363 + Penalty 4153.053847 = -42363709.136516
  nChanged 2
		SP:Iteration 61Q (131894.260000 sec): 3 clusters
  Score: Raw -42367862.466018 + Penalty 4153.053847 = -42363709.412171
  nChanged 1
		SP:Iteration 62Q (131896.070000 sec): 3 clusters
  Score: Raw -42367862.651495 + Penalty 4153.053847 = -42363709.597648
  nChanged 1
		SP:Iteration 63Q (131898.040000 sec): 3 clusters
  Score: Raw -42367862.773008 + Penalty 4153.053847 = -42363709.719160
  nChanged 0
		SP:Iteration 64F (131900.260000 sec): 3 clusters
  Score: Raw -42367862.773008 + Penalty 4153.053847 = -42363709.719160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131900.670000 sec): 2 clusters
  Score: Raw -1299415.140984 + Penalty 1509.937058 = -1297905.203925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131900.900000 sec): 3 clusters
  Score: Raw -1293131.452787 + Penalty 3019.874117 = -1290111.578671
  nChanged 4760
		SP:Iteration 1F (131901.060000 sec): 3 clusters
  Score: Raw -1295858.164828 + Penalty 3019.874117 = -1292838.290711
  nChanged 709
		SP:Iteration 2F (131901.270000 sec): 3 clusters
  Score: Raw -1296217.923628 + Penalty 3019.874117 = -1293198.049511
  nChanged 622
		SP:Iteration 3F (131901.460000 sec): 3 clusters
  Score: Raw -1296547.953290 + Penalty 3019.874117 = -1293528.079173
  nChanged 565
		SP:Iteration 4F (131901.710000 sec): 3 clusters
  Score: Raw -1296828.728603 + Penalty 3019.874117 = -1293808.854486
  nChanged 501
		SP:Iteration 5Q (131901.950000 sec): 3 clusters
  Score: Raw -1297075.858086 + Penalty 3019.874117 = -1294055.983969
  nChanged 475
		SP:Iteration 6Q (131902.180000 sec): 3 clusters
  Score: Raw -1297305.255531 + Penalty 3019.874117 = -1294285.381415
  nChanged 469
		SP:Iteration 7Q (131902.450000 sec): 3 clusters
  Score: Raw -1297562.328530 + Penalty 3019.874117 = -1294542.454413
  nChanged 480
		SP:Iteration 8Q (131902.710000 sec): 3 clusters
  Score: Raw -1297829.680548 + Penalty 3019.874117 = -1294809.806432
  nChanged 434
		SP:Iteration 9Q (131902.910000 sec): 3 clusters
  Score: Raw -1298084.382615 + Penalty 3019.874117 = -1295064.508499
  nChanged 413
		SP:Iteration 10Q (131903.080000 sec): 3 clusters
  Score: Raw -1298338.473115 + Penalty 3019.874117 = -1295318.598998
  nChanged 369
		SP:Iteration 11Q (131903.310000 sec): 3 clusters
  Score: Raw -1298581.763518 + Penalty 3019.874117 = -1295561.889401
  nChanged 315
		SP:Iteration 12Q (131903.460000 sec): 3 clusters
  Score: Raw -1298744.267006 + Penalty 3019.874117 = -1295724.392889
  nChanged 227
		SP:Iteration 13Q (131903.670000 sec): 3 clusters
  Score: Raw -1298839.842710 + Penalty 3019.874117 = -1295819.968594
  nChanged 181
		SP:Iteration 14Q (131903.940000 sec): 3 clusters
  Score: Raw -1298920.687643 + Penalty 3019.874117 = -1295900.813526
  nChanged 156
		SP:Iteration 15Q (131904.140000 sec): 3 clusters
  Score: Raw -1298979.875290 + Penalty 3019.874117 = -1295960.001173
  nChanged 131
		SP:Iteration 16Q (131904.380000 sec): 3 clusters
  Score: Raw -1299028.593983 + Penalty 3019.874117 = -1296008.719866
  nChanged 109
		SP:Iteration 17Q (131904.580000 sec): 3 clusters
  Score: Raw -1299060.946317 + Penalty 3019.874117 = -1296041.072200
  nChanged 84
		SP:Iteration 18Q (131904.760000 sec): 3 clusters
  Score: Raw -1299084.061322 + Penalty 3019.874117 = -1296064.187206
  nChanged 87
		SP:Iteration 19Q (131905.040000 sec): 3 clusters
  Score: Raw -1299105.620331 + Penalty 3019.874117 = -1296085.746214
  nChanged 77
		SP:Iteration 20F (131905.330000 sec): 3 clusters
  Score: Raw -1299126.403881 + Penalty 3019.874117 = -1296106.529764
  nChanged 71
		SP:Iteration 21Q (131905.620000 sec): 3 clusters
  Score: Raw -1299145.641723 + Penalty 3019.874117 = -1296125.767606
  nChanged 73
		SP:Iteration 22Q (131905.820000 sec): 3 clusters
  Score: Raw -1299169.536767 + Penalty 3019.874117 = -1296149.662651
  nChanged 74
		SP:Iteration 23Q (131906.030000 sec): 3 clusters
  Score: Raw -1299193.875743 + Penalty 3019.874117 = -1296174.001626
  nChanged 74
		SP:Iteration 24Q (131906.240000 sec): 3 clusters
  Score: Raw -1299219.788725 + Penalty 3019.874117 = -1296199.914608
  nChanged 62
		SP:Iteration 25Q (131906.450000 sec): 3 clusters
  Score: Raw -1299239.399250 + Penalty 3019.874117 = -1296219.525134
  nChanged 66
		SP:Iteration 26Q (131906.600000 sec): 3 clusters
  Score: Raw -1299263.040550 + Penalty 3019.874117 = -1296243.166433
  nChanged 55
		SP:Iteration 27Q (131906.820000 sec): 3 clusters
  Score: Raw -1299280.985192 + Penalty 3019.874117 = -1296261.111076
  nChanged 56
		SP:Iteration 28Q (131907.030000 sec): 3 clusters
  Score: Raw -1299297.423256 + Penalty 3019.874117 = -1296277.549140
  nChanged 50
		SP:Iteration 29Q (131907.280000 sec): 3 clusters
  Score: Raw -1299311.111773 + Penalty 3019.874117 = -1296291.237657
  nChanged 51
		SP:Iteration 30Q (131907.500000 sec): 3 clusters
  Score: Raw -1299323.259232 + Penalty 3019.874117 = -1296303.385115
  nChanged 44
		SP:Iteration 31Q (131907.710000 sec): 3 clusters
  Score: Raw -1299336.536120 + Penalty 3019.874117 = -1296316.662003
  nChanged 42
		SP:Iteration 32Q (131907.970000 sec): 3 clusters
  Score: Raw -1299348.760240 + Penalty 3019.874117 = -1296328.886123
  nChanged 35
		SP:Iteration 33Q (131908.190000 sec): 3 clusters
  Score: Raw -1299357.790441 + Penalty 3019.874117 = -1296337.916324
  nChanged 28
		SP:Iteration 34Q (131908.400000 sec): 3 clusters
  Score: Raw -1299363.385807 + Penalty 3019.874117 = -1296343.511690
  nChanged 29
		SP:Iteration 35Q (131908.710000 sec): 3 clusters
  Score: Raw -1299370.771731 + Penalty 3019.874117 = -1296350.897614
  nChanged 24
		SP:Iteration 36Q (131908.950000 sec): 3 clusters
  Score: Raw -1299376.739736 + Penalty 3019.874117 = -1296356.865619
  nChanged 27
		SP:Iteration 37Q (131909.240000 sec): 3 clusters
  Score: Raw -1299384.609864 + Penalty 3019.874117 = -1296364.735748
  nChanged 26
		SP:Iteration 38Q (131909.460000 sec): 3 clusters
  Score: Raw -1299391.166398 + Penalty 3019.874117 = -1296371.292282
  nChanged 24
		SP:Iteration 39Q (131909.700000 sec): 3 clusters
  Score: Raw -1299397.877521 + Penalty 3019.874117 = -1296378.003404
  nChanged 28
		SP:Iteration 40F (131909.880000 sec): 3 clusters
  Score: Raw -1299404.995056 + Penalty 3019.874117 = -1296385.120939
  nChanged 21
		SP:Iteration 41Q (131910.100000 sec): 3 clusters
  Score: Raw -1299410.360743 + Penalty 3019.874117 = -1296390.486626
  nChanged 16
		SP:Iteration 42Q (131910.280000 sec): 3 clusters
  Score: Raw -1299413.749598 + Penalty 3019.874117 = -1296393.875481
  nChanged 15
		SP:Iteration 43Q (131910.480000 sec): 3 clusters
  Score: Raw -1299417.276289 + Penalty 3019.874117 = -1296397.402173
  nChanged 18
		SP:Iteration 44Q (131910.640000 sec): 3 clusters
  Score: Raw -1299421.569048 + Penalty 3019.874117 = -1296401.694931
  nChanged 12
		SP:Iteration 45Q (131910.860000 sec): 3 clusters
  Score: Raw -1299424.804835 + Penalty 3019.874117 = -1296404.930719
  nChanged 18
		SP:Iteration 46Q (131911.060000 sec): 3 clusters
  Score: Raw -1299429.219449 + Penalty 3019.874117 = -1296409.345332
  nChanged 14
		SP:Iteration 47Q (131911.260000 sec): 3 clusters
  Score: Raw -1299432.218859 + Penalty 3019.874117 = -1296412.344742
  nChanged 16
		SP:Iteration 48Q (131911.470000 sec): 3 clusters
  Score: Raw -1299436.269441 + Penalty 3019.874117 = -1296416.395324
  nChanged 13
		SP:Iteration 49Q (131911.560000 sec): 3 clusters
  Score: Raw -1299440.462195 + Penalty 3019.874117 = -1296420.588078
  nChanged 22
		SP:Iteration 50Q (131911.720000 sec): 3 clusters
  Score: Raw -1299446.560114 + Penalty 3019.874117 = -1296426.685997
  nChanged 24
		SP:Iteration 51Q (131911.960000 sec): 3 clusters
  Score: Raw -1299451.532730 + Penalty 3019.874117 = -1296431.658613
  nChanged 16
		SP:Iteration 52Q (131912.080000 sec): 3 clusters
  Score: Raw -1299455.327521 + Penalty 3019.874117 = -1296435.453404
  nChanged 20
		SP:Iteration 53Q (131912.260000 sec): 3 clusters
  Score: Raw -1299460.868719 + Penalty 3019.874117 = -1296440.994602
  nChanged 25
		SP:Iteration 54Q (131912.510000 sec): 3 clusters
  Score: Raw -1299466.988001 + Penalty 3019.874117 = -1296447.113885
  nChanged 20
		SP:Iteration 55Q (131912.660000 sec): 3 clusters
  Score: Raw -1299473.196711 + Penalty 3019.874117 = -1296453.322595
  nChanged 24
		SP:Iteration 56Q (131912.910000 sec): 3 clusters
  Score: Raw -1299480.485412 + Penalty 3019.874117 = -1296460.611295
  nChanged 24
		SP:Iteration 57Q (131913.120000 sec): 3 clusters
  Score: Raw -1299486.947998 + Penalty 3019.874117 = -1296467.073881
  nChanged 18
		SP:Iteration 58Q (131913.310000 sec): 3 clusters
  Score: Raw -1299490.247125 + Penalty 3019.874117 = -1296470.373009
  nChanged 12
		SP:Iteration 59Q (131913.560000 sec): 3 clusters
  Score: Raw -1299493.298726 + Penalty 3019.874117 = -1296473.424610
  nChanged 11
		SP:Iteration 60F (131913.710000 sec): 3 clusters
  Score: Raw -1299496.725411 + Penalty 3019.874117 = -1296476.851294
  nChanged 17
		SP:Iteration 61Q (131913.950000 sec): 3 clusters
  Score: Raw -1299502.435070 + Penalty 3019.874117 = -1296482.560954
  nChanged 21
		SP:Iteration 62Q (131914.150000 sec): 3 clusters
  Score: Raw -1299509.226400 + Penalty 3019.874117 = -1296489.352283
  nChanged 25
		SP:Iteration 63Q (131914.220000 sec): 3 clusters
  Score: Raw -1299517.024845 + Penalty 3019.874117 = -1296497.150728
  nChanged 25
		SP:Iteration 64Q (131914.380000 sec): 3 clusters
  Score: Raw -1299525.654475 + Penalty 3019.874117 = -1296505.780359
  nChanged 26
		SP:Iteration 65Q (131914.540000 sec): 3 clusters
  Score: Raw -1299536.554403 + Penalty 3019.874117 = -1296516.680286
  nChanged 24
		SP:Iteration 66Q (131914.700000 sec): 3 clusters
  Score: Raw -1299545.310617 + Penalty 3019.874117 = -1296525.436500
  nChanged 28
		SP:Iteration 67Q (131914.880000 sec): 3 clusters
  Score: Raw -1299555.743791 + Penalty 3019.874117 = -1296535.869675
  nChanged 30
		SP:Iteration 68Q (131915.100000 sec): 3 clusters
  Score: Raw -1299568.149336 + Penalty 3019.874117 = -1296548.275220
  nChanged 35
		SP:Iteration 69Q (131915.410000 sec): 3 clusters
  Score: Raw -1299586.583197 + Penalty 3019.874117 = -1296566.709080
  nChanged 38
		SP:Iteration 70Q (131915.640000 sec): 3 clusters
  Score: Raw -1299601.633841 + Penalty 3019.874117 = -1296581.759725
  nChanged 21
		SP:Iteration 71Q (131915.900000 sec): 3 clusters
  Score: Raw -1299609.414217 + Penalty 3019.874117 = -1296589.540101
  nChanged 20
		SP:Iteration 72Q (131916.130000 sec): 3 clusters
  Score: Raw -1299616.230528 + Penalty 3019.874117 = -1296596.356412
  nChanged 14
		SP:Iteration 73Q (131916.340000 sec): 3 clusters
  Score: Raw -1299621.088525 + Penalty 3019.874117 = -1296601.214408
  nChanged 10
		SP:Iteration 74Q (131916.580000 sec): 3 clusters
  Score: Raw -1299624.125896 + Penalty 3019.874117 = -1296604.251780
  nChanged 11
		SP:Iteration 75Q (131916.820000 sec): 3 clusters
  Score: Raw -1299626.769052 + Penalty 3019.874117 = -1296606.894935
  nChanged 3
		SP:Iteration 76Q (131917.050000 sec): 3 clusters
  Score: Raw -1299627.292989 + Penalty 3019.874117 = -1296607.418872
  nChanged 4
		SP:Iteration 77Q (131917.300000 sec): 3 clusters
  Score: Raw -1299628.053384 + Penalty 3019.874117 = -1296608.179267
  nChanged 4
		SP:Iteration 78Q (131917.540000 sec): 3 clusters
  Score: Raw -1299628.791692 + Penalty 3019.874117 = -1296608.917575
  nChanged 3
		SP:Iteration 79Q (131917.790000 sec): 3 clusters
  Score: Raw -1299629.671533 + Penalty 3019.874117 = -1296609.797417
  nChanged 6
		SP:Iteration 80F (131918.060000 sec): 3 clusters
  Score: Raw -1299631.094722 + Penalty 3019.874117 = -1296611.220605
  nChanged 2
		SP:Iteration 81Q (131918.240000 sec): 3 clusters
  Score: Raw -1299631.414271 + Penalty 3019.874117 = -1296611.540154
  nChanged 1
		SP:Iteration 82Q (131918.480000 sec): 3 clusters
  Score: Raw -1299631.587567 + Penalty 3019.874117 = -1296611.713450
  nChanged 1
		SP:Iteration 83Q (131918.700000 sec): 3 clusters
  Score: Raw -1299631.839939 + Penalty 3019.874117 = -1296611.965823
  nChanged 4
		SP:Iteration 84Q (131918.900000 sec): 3 clusters
  Score: Raw -1299632.919068 + Penalty 3019.874117 = -1296613.044952
  nChanged 5
		SP:Iteration 85Q (131919.130000 sec): 3 clusters
  Score: Raw -1299633.890697 + Penalty 3019.874117 = -1296614.016580
  nChanged 2
		SP:Iteration 86Q (131919.360000 sec): 3 clusters
  Score: Raw -1299634.305715 + Penalty 3019.874117 = -1296614.431599
  nChanged 1
		SP:Iteration 87Q (131919.610000 sec): 3 clusters
  Score: Raw -1299634.552494 + Penalty 3019.874117 = -1296614.678377
  nChanged 0
		SP:Iteration 88F (131919.780000 sec): 3 clusters
  Score: Raw -1299634.552494 + Penalty 3019.874117 = -1296614.678377
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131919.930000 sec): 2 clusters
  Score: Raw -930777.998596 + Penalty 1440.015460 = -929337.983137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131920.140000 sec): 3 clusters
  Score: Raw -926943.621338 + Penalty 2880.030919 = -924063.590419
  nChanged 2923
		SP:Iteration 1F (131920.340000 sec): 3 clusters
  Score: Raw -928486.003081 + Penalty 2880.030919 = -925605.972162
  nChanged 424
		SP:Iteration 2F (131920.550000 sec): 3 clusters
  Score: Raw -928682.303555 + Penalty 2880.030919 = -925802.272635
  nChanged 325
		SP:Iteration 3Q (131920.790000 sec): 3 clusters
  Score: Raw -928816.336103 + Penalty 2880.030919 = -925936.305184
  nChanged 275
		SP:Iteration 4Q (131920.970000 sec): 3 clusters
  Score: Raw -928927.063600 + Penalty 2880.030919 = -926047.032681
  nChanged 263
		SP:Iteration 5Q (131921.190000 sec): 3 clusters
  Score: Raw -929030.888809 + Penalty 2880.030919 = -926150.857890
  nChanged 225
		SP:Iteration 6Q (131921.440000 sec): 3 clusters
  Score: Raw -929126.761878 + Penalty 2880.030919 = -926246.730959
  nChanged 225
		SP:Iteration 7Q (131921.600000 sec): 3 clusters
  Score: Raw -929224.471469 + Penalty 2880.030919 = -926344.440550
  nChanged 221
		SP:Iteration 8Q (131921.820000 sec): 3 clusters
  Score: Raw -929329.822652 + Penalty 2880.030919 = -926449.791732
  nChanged 228
		SP:Iteration 9Q (131922.040000 sec): 3 clusters
  Score: Raw -929459.822250 + Penalty 2880.030919 = -926579.791331
  nChanged 260
		SP:Iteration 10Q (131922.300000 sec): 3 clusters
  Score: Raw -929623.559060 + Penalty 2880.030919 = -926743.528141
  nChanged 291
		SP:Iteration 11Q (131922.520000 sec): 3 clusters
  Score: Raw -929824.253322 + Penalty 2880.030919 = -926944.222403
  nChanged 297
		SP:Iteration 12Q (131922.760000 sec): 3 clusters
  Score: Raw -930036.533713 + Penalty 2880.030919 = -927156.502794
  nChanged 244
		SP:Iteration 13Q (131922.960000 sec): 3 clusters
  Score: Raw -930220.478792 + Penalty 2880.030919 = -927340.447873
  nChanged 237
		SP:Iteration 14Q (131923.120000 sec): 3 clusters
  Score: Raw -930410.587546 + Penalty 2880.030919 = -927530.556627
  nChanged 178
		SP:Iteration 15Q (131923.370000 sec): 3 clusters
  Score: Raw -930561.022305 + Penalty 2880.030919 = -927680.991386
  nChanged 118
		SP:Iteration 16Q (131923.600000 sec): 3 clusters
  Score: Raw -930673.650732 + Penalty 2880.030919 = -927793.619813
  nChanged 95
		SP:Iteration 17Q (131923.800000 sec): 3 clusters
  Score: Raw -930756.423479 + Penalty 2880.030919 = -927876.392559
  nChanged 60
		SP:Iteration 18Q (131923.980000 sec): 3 clusters
  Score: Raw -930813.278593 + Penalty 2880.030919 = -927933.247674
  nChanged 41
		SP:Iteration 19Q (131924.200000 sec): 3 clusters
  Score: Raw -930851.642262 + Penalty 2880.030919 = -927971.611343
  nChanged 28
		SP:Iteration 20F (131924.460000 sec): 3 clusters
  Score: Raw -930886.816465 + Penalty 2880.030919 = -928006.785546
  nChanged 14
		SP:Iteration 21Q (131924.690000 sec): 3 clusters
  Score: Raw -930901.992615 + Penalty 2880.030919 = -928021.961695
  nChanged 10
		SP:Iteration 22Q (131924.920000 sec): 3 clusters
  Score: Raw -930911.769992 + Penalty 2880.030919 = -928031.739073
  nChanged 7
		SP:Iteration 23Q (131925.190000 sec): 3 clusters
  Score: Raw -930920.651319 + Penalty 2880.030919 = -928040.620399
  nChanged 4
		SP:Iteration 24Q (131925.420000 sec): 3 clusters
  Score: Raw -930927.755582 + Penalty 2880.030919 = -928047.724662
  nChanged 4
		SP:Iteration 25Q (131925.620000 sec): 3 clusters
  Score: Raw -930931.535846 + Penalty 2880.030919 = -928051.504926
  nChanged 0
		SP:Iteration 26F (131925.820000 sec): 3 clusters
  Score: Raw -930931.535846 + Penalty 2880.030919 = -928051.504926
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131925.980000 sec): 2 clusters
  Score: Raw -1068448.170779 + Penalty 1477.652248 = -1066970.518531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131926.200000 sec): 3 clusters
  Score: Raw -1063576.797469 + Penalty 2955.304495 = -1060621.492974
  nChanged 3762
		SP:Iteration 1F (131926.420000 sec): 3 clusters
  Score: Raw -1065661.406965 + Penalty 2955.304495 = -1062706.102470
  nChanged 571
		SP:Iteration 2F (131926.630000 sec): 3 clusters
  Score: Raw -1066004.798881 + Penalty 2955.304495 = -1063049.494386
  nChanged 496
		SP:Iteration 3F (131926.940000 sec): 3 clusters
  Score: Raw -1066315.082902 + Penalty 2955.304495 = -1063359.778407
  nChanged 501
		SP:Iteration 4F (131927.100000 sec): 3 clusters
  Score: Raw -1066631.420952 + Penalty 2955.304495 = -1063676.116457
  nChanged 465
		SP:Iteration 5F (131927.300000 sec): 3 clusters
  Score: Raw -1066951.936788 + Penalty 2955.304495 = -1063996.632293
  nChanged 450
		SP:Iteration 6F (131927.520000 sec): 3 clusters
  Score: Raw -1067264.169054 + Penalty 2955.304495 = -1064308.864559
  nChanged 408
		SP:Iteration 7Q (131927.710000 sec): 3 clusters
  Score: Raw -1067574.596930 + Penalty 2955.304495 = -1064619.292435
  nChanged 350
		SP:Iteration 8Q (131927.890000 sec): 3 clusters
  Score: Raw -1067848.002050 + Penalty 2955.304495 = -1064892.697555
  nChanged 305
		SP:Iteration 9Q (131928.060000 sec): 3 clusters
  Score: Raw -1068075.221269 + Penalty 2955.304495 = -1065119.916774
  nChanged 202
		SP:Iteration 10Q (131928.230000 sec): 3 clusters
  Score: Raw -1068248.243619 + Penalty 2955.304495 = -1065292.939124
  nChanged 161
		SP:Iteration 11Q (131928.420000 sec): 3 clusters
  Score: Raw -1068395.808799 + Penalty 2955.304495 = -1065440.504304
  nChanged 114
		SP:Iteration 12Q (131928.590000 sec): 3 clusters
  Score: Raw -1068489.676676 + Penalty 2955.304495 = -1065534.372181
  nChanged 66
		SP:Iteration 13Q (131928.810000 sec): 3 clusters
  Score: Raw -1068543.972702 + Penalty 2955.304495 = -1065588.668207
  nChanged 51
		SP:Iteration 14Q (131928.950000 sec): 3 clusters
  Score: Raw -1068577.512774 + Penalty 2955.304495 = -1065622.208279
  nChanged 34
		SP:Iteration 15Q (131929.120000 sec): 3 clusters
  Score: Raw -1068595.775464 + Penalty 2955.304495 = -1065640.470969
  nChanged 22
		SP:Iteration 16Q (131929.350000 sec): 3 clusters
  Score: Raw -1068611.179591 + Penalty 2955.304495 = -1065655.875096
  nChanged 23
		SP:Iteration 17Q (131929.570000 sec): 3 clusters
  Score: Raw -1068627.667285 + Penalty 2955.304495 = -1065672.362790
  nChanged 18
		SP:Iteration 18Q (131929.770000 sec): 3 clusters
  Score: Raw -1068640.198956 + Penalty 2955.304495 = -1065684.894461
  nChanged 14
		SP:Iteration 19Q (131929.970000 sec): 3 clusters
  Score: Raw -1068648.279772 + Penalty 2955.304495 = -1065692.975277
  nChanged 13
		SP:Iteration 20F (131930.180000 sec): 3 clusters
  Score: Raw -1068654.809205 + Penalty 2955.304495 = -1065699.504710
  nChanged 5
		SP:Iteration 21Q (131930.380000 sec): 3 clusters
  Score: Raw -1068657.382623 + Penalty 2955.304495 = -1065702.078128
  nChanged 5
		SP:Iteration 22Q (131930.580000 sec): 3 clusters
  Score: Raw -1068660.472403 + Penalty 2955.304495 = -1065705.167908
  nChanged 3
		SP:Iteration 23Q (131930.760000 sec): 3 clusters
  Score: Raw -1068662.467078 + Penalty 2955.304495 = -1065707.162583
  nChanged 3
		SP:Iteration 24Q (131930.980000 sec): 3 clusters
  Score: Raw -1068663.536172 + Penalty 2955.304495 = -1065708.231676
  nChanged 2
		SP:Iteration 25Q (131931.150000 sec): 3 clusters
  Score: Raw -1068665.472084 + Penalty 2955.304495 = -1065710.167589
  nChanged 3
		SP:Iteration 26Q (131931.310000 sec): 3 clusters
  Score: Raw -1068667.301802 + Penalty 2955.304495 = -1065711.997307
  nChanged 6
		SP:Iteration 27Q (131931.540000 sec): 3 clusters
  Score: Raw -1068671.047404 + Penalty 2955.304495 = -1065715.742909
  nChanged 5
		SP:Iteration 28Q (131931.730000 sec): 3 clusters
  Score: Raw -1068675.529040 + Penalty 2955.304495 = -1065720.224545
  nChanged 4
		SP:Iteration 29Q (131931.900000 sec): 3 clusters
  Score: Raw -1068679.489578 + Penalty 2955.304495 = -1065724.185083
  nChanged 5
		SP:Iteration 30Q (131932.140000 sec): 3 clusters
  Score: Raw -1068683.090661 + Penalty 2955.304495 = -1065727.786166
  nChanged 2
		SP:Iteration 31Q (131932.270000 sec): 3 clusters
  Score: Raw -1068684.522137 + Penalty 2955.304495 = -1065729.217642
  nChanged 4
		SP:Iteration 32Q (131932.490000 sec): 3 clusters
  Score: Raw -1068686.163886 + Penalty 2955.304495 = -1065730.859390
  nChanged 1
		SP:Iteration 33Q (131932.690000 sec): 3 clusters
  Score: Raw -1068686.546667 + Penalty 2955.304495 = -1065731.242172
  nChanged 0
		SP:Iteration 34F (131932.910000 sec): 3 clusters
  Score: Raw -1068686.546667 + Penalty 2955.304495 = -1065731.242172
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131933.010000 sec): 2 clusters
  Score: Raw -264462.442473 + Penalty 1264.909263 = -263197.533210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131933.160000 sec): 3 clusters
  Score: Raw -263439.344016 + Penalty 2529.818526 = -260909.525490
  nChanged 848
		SP:Iteration 1F (131933.270000 sec): 3 clusters
  Score: Raw -264006.753214 + Penalty 2529.818526 = -261476.934688
  nChanged 224
		SP:Iteration 2F (131933.410000 sec): 3 clusters
  Score: Raw -264172.944334 + Penalty 2529.818526 = -261643.125809
  nChanged 127
		SP:Iteration 3F (131933.520000 sec): 3 clusters
  Score: Raw -264260.493943 + Penalty 2529.818526 = -261730.675417
  nChanged 94
		SP:Iteration 4Q (131933.660000 sec): 3 clusters
  Score: Raw -264333.088208 + Penalty 2529.818526 = -261803.269682
  nChanged 75
		SP:Iteration 5Q (131933.810000 sec): 3 clusters
  Score: Raw -264414.549833 + Penalty 2529.818526 = -261884.731307
  nChanged 94
		SP:Iteration 6Q (131933.960000 sec): 3 clusters
  Score: Raw -264532.752525 + Penalty 2529.818526 = -262002.933999
  nChanged 88
		SP:Iteration 7Q (131934.060000 sec): 3 clusters
  Score: Raw -264651.782007 + Penalty 2529.818526 = -262121.963481
  nChanged 94
		SP:Iteration 8Q (131934.210000 sec): 3 clusters
  Score: Raw -264742.308443 + Penalty 2529.818526 = -262212.489917
  nChanged 66
		SP:Iteration 9Q (131934.350000 sec): 3 clusters
  Score: Raw -264796.776714 + Penalty 2529.818526 = -262266.958188
  nChanged 52
		SP:Iteration 10Q (131934.490000 sec): 3 clusters
  Score: Raw -264832.736139 + Penalty 2529.818526 = -262302.917613
  nChanged 35
		SP:Iteration 11Q (131934.620000 sec): 3 clusters
  Score: Raw -264855.988100 + Penalty 2529.818526 = -262326.169574
  nChanged 25
		SP:Iteration 12Q (131934.770000 sec): 3 clusters
  Score: Raw -264875.059198 + Penalty 2529.818526 = -262345.240672
  nChanged 29
		SP:Iteration 13Q (131934.870000 sec): 3 clusters
  Score: Raw -264890.949844 + Penalty 2529.818526 = -262361.131318
  nChanged 18
		SP:Iteration 14Q (131935.010000 sec): 3 clusters
  Score: Raw -264899.641635 + Penalty 2529.818526 = -262369.823110
  nChanged 16
		SP:Iteration 15Q (131935.100000 sec): 3 clusters
  Score: Raw -264911.561693 + Penalty 2529.818526 = -262381.743167
  nChanged 26
		SP:Iteration 16Q (131935.250000 sec): 3 clusters
  Score: Raw -264932.163642 + Penalty 2529.818526 = -262402.345117
  nChanged 31
		SP:Iteration 17Q (131935.340000 sec): 3 clusters
  Score: Raw -264952.145215 + Penalty 2529.818526 = -262422.326689
  nChanged 28
		SP:Iteration 18Q (131935.470000 sec): 3 clusters
  Score: Raw -264974.119265 + Penalty 2529.818526 = -262444.300739
  nChanged 26
		SP:Iteration 19Q (131935.590000 sec): 3 clusters
  Score: Raw -264987.188646 + Penalty 2529.818526 = -262457.370120
  nChanged 18
		SP:Iteration 20F (131935.760000 sec): 3 clusters
  Score: Raw -264997.780029 + Penalty 2529.818526 = -262467.961503
  nChanged 14
		SP:Iteration 21Q (131935.900000 sec): 3 clusters
  Score: Raw -265010.191494 + Penalty 2529.818526 = -262480.372968
  nChanged 19
		SP:Iteration 22Q (131936.000000 sec): 3 clusters
  Score: Raw -265020.030653 + Penalty 2529.818526 = -262490.212127
  nChanged 11
		SP:Iteration 23Q (131936.150000 sec): 3 clusters
  Score: Raw -265027.456918 + Penalty 2529.818526 = -262497.638392
  nChanged 8
		SP:Iteration 24Q (131936.240000 sec): 3 clusters
  Score: Raw -265030.691171 + Penalty 2529.818526 = -262500.872645
  nChanged 5
		SP:Iteration 25Q (131936.380000 sec): 3 clusters
  Score: Raw -265033.225566 + Penalty 2529.818526 = -262503.407041
  nChanged 1
		SP:Iteration 26Q (131936.530000 sec): 3 clusters
  Score: Raw -265033.438869 + Penalty 2529.818526 = -262503.620343
  nChanged 0
		SP:Iteration 27F (131936.670000 sec): 3 clusters
  Score: Raw -265033.438869 + Penalty 2529.818526 = -262503.620343
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131936.740000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131936.840000 sec): 3 clusters
  Score: Raw -71900.503806 + Penalty 2084.906512 = -69815.597294
  nChanged 147
		SP:Iteration 1F (131936.940000 sec): 3 clusters
  Score: Raw -72065.132003 + Penalty 2084.906512 = -69980.225491
  nChanged 39
		SP:Iteration 2F (131937.110000 sec): 3 clusters
  Score: Raw -72116.962357 + Penalty 2084.906512 = -70032.055845
  nChanged 26
		SP:Iteration 3Q (131937.230000 sec): 3 clusters
  Score: Raw -72202.516211 + Penalty 2084.906512 = -70117.609700
  nChanged 33
		SP:Iteration 4F (131937.340000 sec): 3 clusters
  Score: Raw -72394.871734 + Penalty 2084.906512 = -70309.965223
  nChanged 45
		SP:Iteration 5F (131937.440000 sec): 3 clusters
  Score: Raw -72551.290967 + Penalty 2084.906512 = -70466.384456
  nChanged 43
		SP:Iteration 6F (131937.570000 sec): 3 clusters
  Score: Raw -72667.980852 + Penalty 2084.906512 = -70583.074340
  nChanged 31
		SP:Iteration 7F (131937.720000 sec): 3 clusters
  Score: Raw -72726.157638 + Penalty 2084.906512 = -70641.251126
  nChanged 23
		SP:Iteration 8Q (131937.910000 sec): 3 clusters
  Score: Raw -72778.321122 + Penalty 2084.906512 = -70693.414610
  nChanged 20
		SP:Iteration 9Q (131938.110000 sec): 3 clusters
  Score: Raw -72820.210539 + Penalty 2084.906512 = -70735.304028
  nChanged 8
		SP:Iteration 10Q (131938.310000 sec): 3 clusters
  Score: Raw -72831.413292 + Penalty 2084.906512 = -70746.506780
  nChanged 3
		SP:Iteration 11Q (131938.460000 sec): 3 clusters
  Score: Raw -72837.617505 + Penalty 2084.906512 = -70752.710993
  nChanged 5
		SP:Iteration 12Q (131938.700000 sec): 3 clusters
  Score: Raw -72851.385618 + Penalty 2084.906512 = -70766.479106
  nChanged 3
		SP:Iteration 13Q (131938.840000 sec): 3 clusters
  Score: Raw -72861.190467 + Penalty 2084.906512 = -70776.283955
  nChanged 0
		SP:Iteration 14F (131939.020000 sec): 3 clusters
  Score: Raw -72861.190467 + Penalty 2084.906512 = -70776.283955
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131939.210000 sec): 2 clusters
  Score: Raw -827035.876515 + Penalty 1441.117159 = -825594.759357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131939.360000 sec): 3 clusters
  Score: Raw -823158.737192 + Penalty 2882.234318 = -820276.502875
  nChanged 2960
		SP:Iteration 1F (131939.540000 sec): 3 clusters
  Score: Raw -824861.343917 + Penalty 2882.234318 = -821979.109600
  nChanged 501
		SP:Iteration 2F (131939.700000 sec): 3 clusters
  Score: Raw -825138.153017 + Penalty 2882.234318 = -822255.918700
  nChanged 404
		SP:Iteration 3F (131939.910000 sec): 3 clusters
  Score: Raw -825354.656776 + Penalty 2882.234318 = -822472.422459
  nChanged 349
		SP:Iteration 4Q (131940.020000 sec): 3 clusters
  Score: Raw -825536.515353 + Penalty 2882.234318 = -822654.281036
  nChanged 316
		SP:Iteration 5Q (131940.220000 sec): 3 clusters
  Score: Raw -825718.721044 + Penalty 2882.234318 = -822836.486727
  nChanged 307
		SP:Iteration 6Q (131940.420000 sec): 3 clusters
  Score: Raw -825930.243284 + Penalty 2882.234318 = -823048.008967
  nChanged 295
		SP:Iteration 7Q (131940.640000 sec): 3 clusters
  Score: Raw -826127.070634 + Penalty 2882.234318 = -823244.836316
  nChanged 244
		SP:Iteration 8Q (131940.790000 sec): 3 clusters
  Score: Raw -826297.281337 + Penalty 2882.234318 = -823415.047019
  nChanged 224
		SP:Iteration 9Q (131940.980000 sec): 3 clusters
  Score: Raw -826442.326272 + Penalty 2882.234318 = -823560.091955
  nChanged 209
		SP:Iteration 10Q (131941.180000 sec): 3 clusters
  Score: Raw -826579.335773 + Penalty 2882.234318 = -823697.101455
  nChanged 178
		SP:Iteration 11Q (131941.310000 sec): 3 clusters
  Score: Raw -826705.088771 + Penalty 2882.234318 = -823822.854454
  nChanged 150
		SP:Iteration 12Q (131941.450000 sec): 3 clusters
  Score: Raw -826807.369949 + Penalty 2882.234318 = -823925.135631
  nChanged 131
		SP:Iteration 13Q (131941.650000 sec): 3 clusters
  Score: Raw -826899.653465 + Penalty 2882.234318 = -824017.419148
  nChanged 111
		SP:Iteration 14Q (131941.840000 sec): 3 clusters
  Score: Raw -826980.738164 + Penalty 2882.234318 = -824098.503846
  nChanged 103
		SP:Iteration 15Q (131942.010000 sec): 3 clusters
  Score: Raw -827051.366935 + Penalty 2882.234318 = -824169.132618
  nChanged 79
		SP:Iteration 16Q (131942.170000 sec): 3 clusters
  Score: Raw -827100.930263 + Penalty 2882.234318 = -824218.695946
  nChanged 65
		SP:Iteration 17Q (131942.390000 sec): 3 clusters
  Score: Raw -827143.441869 + Penalty 2882.234318 = -824261.207552
  nChanged 57
		SP:Iteration 18Q (131942.590000 sec): 3 clusters
  Score: Raw -827179.432111 + Penalty 2882.234318 = -824297.197794
  nChanged 43
		SP:Iteration 19Q (131942.760000 sec): 3 clusters
  Score: Raw -827210.036779 + Penalty 2882.234318 = -824327.802462
  nChanged 40
		SP:Iteration 20F (131942.960000 sec): 3 clusters
  Score: Raw -827239.801705 + Penalty 2882.234318 = -824357.567387
  nChanged 28
		SP:Iteration 21Q (131943.140000 sec): 3 clusters
  Score: Raw -827260.023410 + Penalty 2882.234318 = -824377.789093
  nChanged 23
		SP:Iteration 22Q (131943.300000 sec): 3 clusters
  Score: Raw -827274.744828 + Penalty 2882.234318 = -824392.510510
  nChanged 24
		SP:Iteration 23Q (131943.530000 sec): 3 clusters
  Score: Raw -827290.603262 + Penalty 2882.234318 = -824408.368945
  nChanged 16
		SP:Iteration 24Q (131943.720000 sec): 3 clusters
  Score: Raw -827300.473234 + Penalty 2882.234318 = -824418.238916
  nChanged 8
		SP:Iteration 25Q (131943.910000 sec): 3 clusters
  Score: Raw -827304.682058 + Penalty 2882.234318 = -824422.447740
  nChanged 8
		SP:Iteration 26Q (131944.100000 sec): 3 clusters
  Score: Raw -827308.523443 + Penalty 2882.234318 = -824426.289125
  nChanged 4
		SP:Iteration 27Q (131944.310000 sec): 3 clusters
  Score: Raw -827310.427570 + Penalty 2882.234318 = -824428.193253
  nChanged 3
		SP:Iteration 28Q (131944.500000 sec): 3 clusters
  Score: Raw -827311.821164 + Penalty 2882.234318 = -824429.586847
  nChanged 4
		SP:Iteration 29Q (131944.690000 sec): 3 clusters
  Score: Raw -827313.736567 + Penalty 2882.234318 = -824431.502249
  nChanged 1
		SP:Iteration 30Q (131944.880000 sec): 3 clusters
  Score: Raw -827314.621407 + Penalty 2882.234318 = -824432.387090
  nChanged 2
		SP:Iteration 31Q (131945.120000 sec): 3 clusters
  Score: Raw -827315.150336 + Penalty 2882.234318 = -824432.916019
  nChanged 0
		SP:Iteration 32F (131945.310000 sec): 3 clusters
  Score: Raw -827315.150336 + Penalty 2882.234318 = -824432.916019
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131945.430000 sec): 2 clusters
  Score: Raw -705873.860233 + Penalty 1415.930369 = -704457.929864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131945.630000 sec): 3 clusters
  Score: Raw -702663.334637 + Penalty 2831.860737 = -699831.473899
  nChanged 2529
		SP:Iteration 1F (131945.860000 sec): 3 clusters
  Score: Raw -704022.292145 + Penalty 2831.860737 = -701190.431408
  nChanged 420
		SP:Iteration 2F (131946.010000 sec): 3 clusters
  Score: Raw -704261.459500 + Penalty 2831.860737 = -701429.598762
  nChanged 346
		SP:Iteration 3F (131946.240000 sec): 3 clusters
  Score: Raw -704454.796202 + Penalty 2831.860737 = -701622.935465
  nChanged 306
		SP:Iteration 4F (131946.420000 sec): 3 clusters
  Score: Raw -704627.605743 + Penalty 2831.860737 = -701795.745005
  nChanged 270
		SP:Iteration 5Q (131946.610000 sec): 3 clusters
  Score: Raw -704786.384180 + Penalty 2831.860737 = -701954.523442
  nChanged 251
		SP:Iteration 6Q (131946.810000 sec): 3 clusters
  Score: Raw -704944.918712 + Penalty 2831.860737 = -702113.057975
  nChanged 255
		SP:Iteration 7Q (131947.030000 sec): 3 clusters
  Score: Raw -705110.741342 + Penalty 2831.860737 = -702278.880604
  nChanged 242
		SP:Iteration 8Q (131947.290000 sec): 3 clusters
  Score: Raw -705292.076301 + Penalty 2831.860737 = -702460.215564
  nChanged 246
		SP:Iteration 9Q (131947.540000 sec): 3 clusters
  Score: Raw -705456.780882 + Penalty 2831.860737 = -702624.920145
  nChanged 211
		SP:Iteration 10Q (131947.750000 sec): 3 clusters
  Score: Raw -705580.019957 + Penalty 2831.860737 = -702748.159219
  nChanged 189
		SP:Iteration 11Q (131947.950000 sec): 3 clusters
  Score: Raw -705693.518103 + Penalty 2831.860737 = -702861.657365
  nChanged 173
		SP:Iteration 12Q (131948.150000 sec): 3 clusters
  Score: Raw -705795.937836 + Penalty 2831.860737 = -702964.077098
  nChanged 136
		SP:Iteration 13Q (131948.350000 sec): 3 clusters
  Score: Raw -705878.900701 + Penalty 2831.860737 = -703047.039964
  nChanged 144
		SP:Iteration 14Q (131948.560000 sec): 3 clusters
  Score: Raw -705964.114152 + Penalty 2831.860737 = -703132.253414
  nChanged 125
		SP:Iteration 15Q (131948.730000 sec): 3 clusters
  Score: Raw -706026.045669 + Penalty 2831.860737 = -703194.184932
  nChanged 88
		SP:Iteration 16Q (131948.900000 sec): 3 clusters
  Score: Raw -706070.360352 + Penalty 2831.860737 = -703238.499614
  nChanged 87
		SP:Iteration 17Q (131949.070000 sec): 3 clusters
  Score: Raw -706109.502948 + Penalty 2831.860737 = -703277.642211
  nChanged 67
		SP:Iteration 18Q (131949.230000 sec): 3 clusters
  Score: Raw -706134.294103 + Penalty 2831.860737 = -703302.433366
  nChanged 44
		SP:Iteration 19Q (131949.400000 sec): 3 clusters
  Score: Raw -706147.079784 + Penalty 2831.860737 = -703315.219047
  nChanged 42
		SP:Iteration 20F (131949.560000 sec): 3 clusters
  Score: Raw -706161.986672 + Penalty 2831.860737 = -703330.125935
  nChanged 38
		SP:Iteration 21Q (131949.730000 sec): 3 clusters
  Score: Raw -706174.427309 + Penalty 2831.860737 = -703342.566572
  nChanged 46
		SP:Iteration 22Q (131949.940000 sec): 3 clusters
  Score: Raw -706186.632661 + Penalty 2831.860737 = -703354.771924
  nChanged 33
		SP:Iteration 23Q (131950.100000 sec): 3 clusters
  Score: Raw -706193.744513 + Penalty 2831.860737 = -703361.883776
  nChanged 25
		SP:Iteration 24Q (131950.270000 sec): 3 clusters
  Score: Raw -706198.969642 + Penalty 2831.860737 = -703367.108904
  nChanged 20
		SP:Iteration 25Q (131950.470000 sec): 3 clusters
  Score: Raw -706203.223655 + Penalty 2831.860737 = -703371.362917
  nChanged 23
		SP:Iteration 26Q (131950.640000 sec): 3 clusters
  Score: Raw -706209.514846 + Penalty 2831.860737 = -703377.654109
  nChanged 28
		SP:Iteration 27Q (131950.810000 sec): 3 clusters
  Score: Raw -706217.191345 + Penalty 2831.860737 = -703385.330608
  nChanged 20
		SP:Iteration 28Q (131950.970000 sec): 3 clusters
  Score: Raw -706221.088334 + Penalty 2831.860737 = -703389.227597
  nChanged 16
		SP:Iteration 29Q (131951.130000 sec): 3 clusters
  Score: Raw -706224.913289 + Penalty 2831.860737 = -703393.052552
  nChanged 16
		SP:Iteration 30Q (131951.300000 sec): 3 clusters
  Score: Raw -706227.707431 + Penalty 2831.860737 = -703395.846693
  nChanged 10
		SP:Iteration 31Q (131951.470000 sec): 3 clusters
  Score: Raw -706229.356002 + Penalty 2831.860737 = -703397.495265
  nChanged 9
		SP:Iteration 32Q (131951.630000 sec): 3 clusters
  Score: Raw -706230.968898 + Penalty 2831.860737 = -703399.108160
  nChanged 7
		SP:Iteration 33Q (131951.790000 sec): 3 clusters
  Score: Raw -706232.194810 + Penalty 2831.860737 = -703400.334072
  nChanged 11
		SP:Iteration 34Q (131951.960000 sec): 3 clusters
  Score: Raw -706233.775467 + Penalty 2831.860737 = -703401.914729
  nChanged 6
		SP:Iteration 35Q (131952.120000 sec): 3 clusters
  Score: Raw -706234.477554 + Penalty 2831.860737 = -703402.616816
  nChanged 4
		SP:Iteration 36Q (131952.330000 sec): 3 clusters
  Score: Raw -706235.034022 + Penalty 2831.860737 = -703403.173284
  nChanged 5
		SP:Iteration 37Q (131952.490000 sec): 3 clusters
  Score: Raw -706235.698956 + Penalty 2831.860737 = -703403.838218
  nChanged 4
		SP:Iteration 38Q (131952.660000 sec): 3 clusters
  Score: Raw -706236.020360 + Penalty 2831.860737 = -703404.159622
  nChanged 1
		SP:Iteration 39Q (131952.830000 sec): 3 clusters
  Score: Raw -706236.062163 + Penalty 2831.860737 = -703404.201426
  nChanged 1
		SP:Iteration 40F (131953.030000 sec): 3 clusters
  Score: Raw -706236.161114 + Penalty 2831.860737 = -703404.300377
  nChanged 1
		SP:Iteration 41Q (131953.200000 sec): 3 clusters
  Score: Raw -706236.393712 + Penalty 2831.860737 = -703404.532974
  nChanged 1
		SP:Iteration 42Q (131953.360000 sec): 3 clusters
  Score: Raw -706236.510183 + Penalty 2831.860737 = -703404.649445
  nChanged 2
		SP:Iteration 43Q (131953.530000 sec): 3 clusters
  Score: Raw -706236.650296 + Penalty 2831.860737 = -703404.789559
  nChanged 1
		SP:Iteration 44Q (131953.690000 sec): 3 clusters
  Score: Raw -706236.777121 + Penalty 2831.860737 = -703404.916384
  nChanged 1
		SP:Iteration 45Q (131953.860000 sec): 3 clusters
  Score: Raw -706237.157498 + Penalty 2831.860737 = -703405.296761
  nChanged 1
		SP:Iteration 46Q (131954.020000 sec): 3 clusters
  Score: Raw -706237.248121 + Penalty 2831.860737 = -703405.387383
  nChanged 0
		SP:Iteration 47F (131954.190000 sec): 3 clusters
  Score: Raw -706237.248121 + Penalty 2831.860737 = -703405.387383
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131954.360000 sec): 2 clusters
  Score: Raw -1839726.207363 + Penalty 1574.773355 = -1838151.434008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131954.660000 sec): 3 clusters
  Score: Raw -1830240.868266 + Penalty 3149.546710 = -1827091.321556
  nChanged 7152
		SP:Iteration 1F (131954.970000 sec): 3 clusters
  Score: Raw -1834109.951628 + Penalty 3149.546710 = -1830960.404918
  nChanged 1021
		SP:Iteration 2F (131955.270000 sec): 3 clusters
  Score: Raw -1834562.869680 + Penalty 3149.546710 = -1831413.322971
  nChanged 921
		SP:Iteration 3F (131955.570000 sec): 3 clusters
  Score: Raw -1835039.291095 + Penalty 3149.546710 = -1831889.744386
  nChanged 1020
		SP:Iteration 4F (131955.880000 sec): 3 clusters
  Score: Raw -1835650.322513 + Penalty 3149.546710 = -1832500.775804
  nChanged 1007
		SP:Iteration 5F (131956.180000 sec): 3 clusters
  Score: Raw -1836316.230918 + Penalty 3149.546710 = -1833166.684208
  nChanged 997
		SP:Iteration 6F (131956.490000 sec): 3 clusters
  Score: Raw -1837038.924873 + Penalty 3149.546710 = -1833889.378163
  nChanged 998
		SP:Iteration 7F (131956.790000 sec): 3 clusters
  Score: Raw -1837824.107666 + Penalty 3149.546710 = -1834674.560957
  nChanged 853
		SP:Iteration 8F (131957.090000 sec): 3 clusters
  Score: Raw -1838498.586325 + Penalty 3149.546710 = -1835349.039615
  nChanged 685
		SP:Iteration 9Q (131957.400000 sec): 3 clusters
  Score: Raw -1839049.280458 + Penalty 3149.546710 = -1835899.733749
  nChanged 529
		SP:Iteration 10Q (131957.700000 sec): 3 clusters
  Score: Raw -1839448.099072 + Penalty 3149.546710 = -1836298.552362
  nChanged 420
		SP:Iteration 11Q (131958.010000 sec): 3 clusters
  Score: Raw -1839748.720682 + Penalty 3149.546710 = -1836599.173972
  nChanged 295
		SP:Iteration 12Q (131958.310000 sec): 3 clusters
  Score: Raw -1839929.750900 + Penalty 3149.546710 = -1836780.204190
  nChanged 224
		SP:Iteration 13Q (131958.570000 sec): 3 clusters
  Score: Raw -1840063.043426 + Penalty 3149.546710 = -1836913.496717
  nChanged 192
		SP:Iteration 14Q (131958.830000 sec): 3 clusters
  Score: Raw -1840163.974198 + Penalty 3149.546710 = -1837014.427488
  nChanged 153
		SP:Iteration 15Q (131959.050000 sec): 3 clusters
  Score: Raw -1840235.256480 + Penalty 3149.546710 = -1837085.709770
  nChanged 124
		SP:Iteration 16Q (131959.310000 sec): 3 clusters
  Score: Raw -1840279.919758 + Penalty 3149.546710 = -1837130.373048
  nChanged 82
		SP:Iteration 17Q (131959.530000 sec): 3 clusters
  Score: Raw -1840305.886751 + Penalty 3149.546710 = -1837156.340041
  nChanged 71
		SP:Iteration 18Q (131959.790000 sec): 3 clusters
  Score: Raw -1840331.916470 + Penalty 3149.546710 = -1837182.369761
  nChanged 76
		SP:Iteration 19Q (131960.010000 sec): 3 clusters
  Score: Raw -1840362.980923 + Penalty 3149.546710 = -1837213.434213
  nChanged 65
		SP:Iteration 20F (131960.320000 sec): 3 clusters
  Score: Raw -1840383.642176 + Penalty 3149.546710 = -1837234.095467
  nChanged 55
		SP:Iteration 21Q (131960.580000 sec): 3 clusters
  Score: Raw -1840401.816070 + Penalty 3149.546710 = -1837252.269360
  nChanged 48
		SP:Iteration 22Q (131960.800000 sec): 3 clusters
  Score: Raw -1840419.272354 + Penalty 3149.546710 = -1837269.725645
  nChanged 46
		SP:Iteration 23Q (131961.060000 sec): 3 clusters
  Score: Raw -1840435.796375 + Penalty 3149.546710 = -1837286.249666
  nChanged 43
		SP:Iteration 24Q (131961.280000 sec): 3 clusters
  Score: Raw -1840447.603035 + Penalty 3149.546710 = -1837298.056325
  nChanged 36
		SP:Iteration 25Q (131961.540000 sec): 3 clusters
  Score: Raw -1840459.187903 + Penalty 3149.546710 = -1837309.641193
  nChanged 39
		SP:Iteration 26Q (131961.760000 sec): 3 clusters
  Score: Raw -1840472.542260 + Penalty 3149.546710 = -1837322.995550
  nChanged 40
		SP:Iteration 27Q (131962.030000 sec): 3 clusters
  Score: Raw -1840491.812467 + Penalty 3149.546710 = -1837342.265758
  nChanged 41
		SP:Iteration 28Q (131962.240000 sec): 3 clusters
  Score: Raw -1840512.744358 + Penalty 3149.546710 = -1837363.197648
  nChanged 43
		SP:Iteration 29Q (131962.510000 sec): 3 clusters
  Score: Raw -1840533.862802 + Penalty 3149.546710 = -1837384.316093
  nChanged 42
		SP:Iteration 30Q (131962.720000 sec): 3 clusters
  Score: Raw -1840547.208418 + Penalty 3149.546710 = -1837397.661708
  nChanged 33
		SP:Iteration 31Q (131962.990000 sec): 3 clusters
  Score: Raw -1840559.061828 + Penalty 3149.546710 = -1837409.515119
  nChanged 30
		SP:Iteration 32Q (131963.200000 sec): 3 clusters
  Score: Raw -1840568.473364 + Penalty 3149.546710 = -1837418.926654
  nChanged 20
		SP:Iteration 33Q (131963.470000 sec): 3 clusters
  Score: Raw -1840573.562073 + Penalty 3149.546710 = -1837424.015364
  nChanged 19
		SP:Iteration 34Q (131963.680000 sec): 3 clusters
  Score: Raw -1840577.075115 + Penalty 3149.546710 = -1837427.528406
  nChanged 10
		SP:Iteration 35Q (131963.950000 sec): 3 clusters
  Score: Raw -1840578.436405 + Penalty 3149.546710 = -1837428.889695
  nChanged 4
		SP:Iteration 36Q (131964.160000 sec): 3 clusters
  Score: Raw -1840578.771210 + Penalty 3149.546710 = -1837429.224500
  nChanged 0
		SP:Iteration 37F (131964.470000 sec): 3 clusters
  Score: Raw -1840578.771210 + Penalty 3149.546710 = -1837429.224500
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131964.680000 sec): 2 clusters
  Score: Raw -2358078.847431 + Penalty 1613.154793 = -2356465.692638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131965.010000 sec): 3 clusters
  Score: Raw -2345657.297714 + Penalty 3226.309586 = -2342430.988128
  nChanged 9251
		SP:Iteration 1F (131965.320000 sec): 3 clusters
  Score: Raw -2350745.612530 + Penalty 3226.309586 = -2347519.302944
  nChanged 1193
		SP:Iteration 2F (131965.630000 sec): 3 clusters
  Score: Raw -2351274.236608 + Penalty 3226.309586 = -2348047.927022
  nChanged 1172
		SP:Iteration 3F (131965.940000 sec): 3 clusters
  Score: Raw -2351810.266567 + Penalty 3226.309586 = -2348583.956981
  nChanged 1117
		SP:Iteration 4F (131966.260000 sec): 3 clusters
  Score: Raw -2352377.058815 + Penalty 3226.309586 = -2349150.749229
  nChanged 1131
		SP:Iteration 5F (131966.570000 sec): 3 clusters
  Score: Raw -2352964.099202 + Penalty 3226.309586 = -2349737.789616
  nChanged 1088
		SP:Iteration 6F (131966.880000 sec): 3 clusters
  Score: Raw -2353562.989389 + Penalty 3226.309586 = -2350336.679803
  nChanged 1016
		SP:Iteration 7Q (131967.200000 sec): 3 clusters
  Score: Raw -2354154.574595 + Penalty 3226.309586 = -2350928.265009
  nChanged 1031
		SP:Iteration 8F (131967.510000 sec): 3 clusters
  Score: Raw -2354765.223719 + Penalty 3226.309586 = -2351538.914133
  nChanged 943
		SP:Iteration 9Q (131967.820000 sec): 3 clusters
  Score: Raw -2355313.268320 + Penalty 3226.309586 = -2352086.958734
  nChanged 866
		SP:Iteration 10Q (131968.140000 sec): 3 clusters
  Score: Raw -2355776.890604 + Penalty 3226.309586 = -2352550.581018
  nChanged 771
		SP:Iteration 11Q (131968.450000 sec): 3 clusters
  Score: Raw -2356169.376016 + Penalty 3226.309586 = -2352943.066430
  nChanged 660
		SP:Iteration 12Q (131968.760000 sec): 3 clusters
  Score: Raw -2356541.131295 + Penalty 3226.309586 = -2353314.821709
  nChanged 603
		SP:Iteration 13Q (131969.070000 sec): 3 clusters
  Score: Raw -2356899.790651 + Penalty 3226.309586 = -2353673.481065
  nChanged 552
		SP:Iteration 14Q (131969.390000 sec): 3 clusters
  Score: Raw -2357254.049530 + Penalty 3226.309586 = -2354027.739944
  nChanged 507
		SP:Iteration 15Q (131969.700000 sec): 3 clusters
  Score: Raw -2357564.793507 + Penalty 3226.309586 = -2354338.483921
  nChanged 423
		SP:Iteration 16Q (131970.010000 sec): 3 clusters
  Score: Raw -2357793.908695 + Penalty 3226.309586 = -2354567.599109
  nChanged 357
		SP:Iteration 17Q (131970.330000 sec): 3 clusters
  Score: Raw -2357952.376065 + Penalty 3226.309586 = -2354726.066479
  nChanged 276
		SP:Iteration 18Q (131970.640000 sec): 3 clusters
  Score: Raw -2358045.177514 + Penalty 3226.309586 = -2354818.867928
  nChanged 215
		SP:Iteration 19Q (131970.950000 sec): 3 clusters
  Score: Raw -2358111.652177 + Penalty 3226.309586 = -2354885.342591
  nChanged 179
		SP:Iteration 20F (131971.260000 sec): 3 clusters
  Score: Raw -2358157.090999 + Penalty 3226.309586 = -2354930.781413
  nChanged 139
		SP:Iteration 21Q (131971.580000 sec): 3 clusters
  Score: Raw -2358184.304521 + Penalty 3226.309586 = -2354957.994935
  nChanged 120
		SP:Iteration 22Q (131971.870000 sec): 3 clusters
  Score: Raw -2358203.629206 + Penalty 3226.309586 = -2354977.319620
  nChanged 96
		SP:Iteration 23Q (131972.370000 sec): 3 clusters
  Score: Raw -2358217.364457 + Penalty 3226.309586 = -2354991.054871
  nChanged 86
		SP:Iteration 24Q (131972.790000 sec): 3 clusters
  Score: Raw -2358229.354675 + Penalty 3226.309586 = -2355003.045089
  nChanged 77
		SP:Iteration 25Q (131973.110000 sec): 3 clusters
  Score: Raw -2358239.400921 + Penalty 3226.309586 = -2355013.091335
  nChanged 65
		SP:Iteration 26Q (131973.460000 sec): 3 clusters
  Score: Raw -2358247.136677 + Penalty 3226.309586 = -2355020.827091
  nChanged 67
		SP:Iteration 27Q (131973.820000 sec): 3 clusters
  Score: Raw -2358255.894780 + Penalty 3226.309586 = -2355029.585194
  nChanged 62
		SP:Iteration 28Q (131974.190000 sec): 3 clusters
  Score: Raw -2358262.669078 + Penalty 3226.309586 = -2355036.359492
  nChanged 49
		SP:Iteration 29Q (131974.490000 sec): 3 clusters
  Score: Raw -2358268.335877 + Penalty 3226.309586 = -2355042.026291
  nChanged 44
		SP:Iteration 30Q (131974.770000 sec): 3 clusters
  Score: Raw -2358272.098807 + Penalty 3226.309586 = -2355045.789221
  nChanged 29
		SP:Iteration 31Q (131975.030000 sec): 3 clusters
  Score: Raw -2358274.480316 + Penalty 3226.309586 = -2355048.170730
  nChanged 26
		SP:Iteration 32Q (131975.390000 sec): 3 clusters
  Score: Raw -2358276.734964 + Penalty 3226.309586 = -2355050.425379
  nChanged 35
		SP:Iteration 33Q (131975.840000 sec): 3 clusters
  Score: Raw -2358279.803093 + Penalty 3226.309586 = -2355053.493507
  nChanged 34
		SP:Iteration 34Q (131976.150000 sec): 3 clusters
  Score: Raw -2358282.205445 + Penalty 3226.309586 = -2355055.895859
  nChanged 27
		SP:Iteration 35Q (131976.460000 sec): 3 clusters
  Score: Raw -2358284.112495 + Penalty 3226.309586 = -2355057.802909
  nChanged 21
		SP:Iteration 36Q (131976.740000 sec): 3 clusters
  Score: Raw -2358285.900692 + Penalty 3226.309586 = -2355059.591106
  nChanged 21
		SP:Iteration 37Q (131977.010000 sec): 3 clusters
  Score: Raw -2358287.582663 + Penalty 3226.309586 = -2355061.273077
  nChanged 13
		SP:Iteration 38Q (131977.320000 sec): 3 clusters
  Score: Raw -2358288.384168 + Penalty 3226.309586 = -2355062.074582
  nChanged 20
		SP:Iteration 39Q (131977.660000 sec): 3 clusters
  Score: Raw -2358289.755607 + Penalty 3226.309586 = -2355063.446021
  nChanged 15
		SP:Iteration 40F (131977.950000 sec): 3 clusters
  Score: Raw -2358290.545490 + Penalty 3226.309586 = -2355064.235904
  nChanged 11
		SP:Iteration 41Q (131978.260000 sec): 3 clusters
  Score: Raw -2358291.215711 + Penalty 3226.309586 = -2355064.906125
  nChanged 10
		SP:Iteration 42Q (131978.590000 sec): 3 clusters
  Score: Raw -2358291.745857 + Penalty 3226.309586 = -2355065.436272
  nChanged 10
		SP:Iteration 43Q (131978.860000 sec): 3 clusters
  Score: Raw -2358292.162610 + Penalty 3226.309586 = -2355065.853024
  nChanged 9
		SP:Iteration 44Q (131979.140000 sec): 3 clusters
  Score: Raw -2358292.642012 + Penalty 3226.309586 = -2355066.332427
  nChanged 10
		SP:Iteration 45Q (131979.450000 sec): 3 clusters
  Score: Raw -2358293.242570 + Penalty 3226.309586 = -2355066.932984
  nChanged 13
		SP:Iteration 46Q (131979.770000 sec): 3 clusters
  Score: Raw -2358294.006200 + Penalty 3226.309586 = -2355067.696614
  nChanged 5
		SP:Iteration 47Q (131980.090000 sec): 3 clusters
  Score: Raw -2358294.315918 + Penalty 3226.309586 = -2355068.006332
  nChanged 8
		SP:Iteration 48Q (131980.440000 sec): 3 clusters
  Score: Raw -2358294.842334 + Penalty 3226.309586 = -2355068.532748
  nChanged 14
		SP:Iteration 49Q (131980.780000 sec): 3 clusters
  Score: Raw -2358296.144789 + Penalty 3226.309586 = -2355069.835203
  nChanged 19
		SP:Iteration 50Q (131981.070000 sec): 3 clusters
  Score: Raw -2358297.623167 + Penalty 3226.309586 = -2355071.313581
  nChanged 17
		SP:Iteration 51Q (131981.380000 sec): 3 clusters
  Score: Raw -2358298.970300 + Penalty 3226.309586 = -2355072.660714
  nChanged 14
		SP:Iteration 52Q (131981.700000 sec): 3 clusters
  Score: Raw -2358299.938177 + Penalty 3226.309586 = -2355073.628591
  nChanged 9
		SP:Iteration 53Q (131982.040000 sec): 3 clusters
  Score: Raw -2358300.432346 + Penalty 3226.309586 = -2355074.122760
  nChanged 11
		SP:Iteration 54Q (131982.350000 sec): 3 clusters
  Score: Raw -2358301.168326 + Penalty 3226.309586 = -2355074.858740
  nChanged 9
		SP:Iteration 55Q (131982.680000 sec): 3 clusters
  Score: Raw -2358302.235137 + Penalty 3226.309586 = -2355075.925551
  nChanged 11
		SP:Iteration 56Q (131982.990000 sec): 3 clusters
  Score: Raw -2358303.378432 + Penalty 3226.309586 = -2355077.068846
  nChanged 15
		SP:Iteration 57Q (131983.280000 sec): 3 clusters
  Score: Raw -2358304.368281 + Penalty 3226.309586 = -2355078.058695
  nChanged 10
		SP:Iteration 58Q (131983.550000 sec): 3 clusters
  Score: Raw -2358305.118370 + Penalty 3226.309586 = -2355078.808784
  nChanged 15
		SP:Iteration 59Q (131983.830000 sec): 3 clusters
  Score: Raw -2358306.147810 + Penalty 3226.309586 = -2355079.838224
  nChanged 13
		SP:Iteration 60F (131984.110000 sec): 3 clusters
  Score: Raw -2358307.264442 + Penalty 3226.309586 = -2355080.954856
  nChanged 15
		SP:Iteration 61Q (131984.480000 sec): 3 clusters
  Score: Raw -2358308.555545 + Penalty 3226.309586 = -2355082.245959
  nChanged 20
		SP:Iteration 62Q (131984.740000 sec): 3 clusters
  Score: Raw -2358309.752680 + Penalty 3226.309586 = -2355083.443094
  nChanged 17
		SP:Iteration 63Q (131985.090000 sec): 3 clusters
  Score: Raw -2358310.976416 + Penalty 3226.309586 = -2355084.666830
  nChanged 18
		SP:Iteration 64Q (131985.400000 sec): 3 clusters
  Score: Raw -2358312.200965 + Penalty 3226.309586 = -2355085.891379
  nChanged 10
		SP:Iteration 65Q (131985.740000 sec): 3 clusters
  Score: Raw -2358313.094148 + Penalty 3226.309586 = -2355086.784562
  nChanged 14
		SP:Iteration 66Q (131986.020000 sec): 3 clusters
  Score: Raw -2358314.184307 + Penalty 3226.309586 = -2355087.874721
  nChanged 14
		SP:Iteration 67Q (131986.350000 sec): 3 clusters
  Score: Raw -2358315.293893 + Penalty 3226.309586 = -2355088.984307
  nChanged 16
		SP:Iteration 68Q (131986.680000 sec): 3 clusters
  Score: Raw -2358316.454845 + Penalty 3226.309586 = -2355090.145259
  nChanged 22
		SP:Iteration 69Q (131986.940000 sec): 3 clusters
  Score: Raw -2358318.253370 + Penalty 3226.309586 = -2355091.943784
  nChanged 26
		SP:Iteration 70Q (131987.250000 sec): 3 clusters
  Score: Raw -2358320.849098 + Penalty 3226.309586 = -2355094.539512
  nChanged 24
		SP:Iteration 71Q (131987.530000 sec): 3 clusters
  Score: Raw -2358323.607706 + Penalty 3226.309586 = -2355097.298121
  nChanged 29
		SP:Iteration 72Q (131987.890000 sec): 3 clusters
  Score: Raw -2358326.667577 + Penalty 3226.309586 = -2355100.357991
  nChanged 26
		SP:Iteration 73Q (131988.190000 sec): 3 clusters
  Score: Raw -2358329.283538 + Penalty 3226.309586 = -2355102.973952
  nChanged 25
		SP:Iteration 74Q (131988.500000 sec): 3 clusters
  Score: Raw -2358331.366636 + Penalty 3226.309586 = -2355105.057050
  nChanged 29
		SP:Iteration 75Q (131988.820000 sec): 3 clusters
  Score: Raw -2358333.805113 + Penalty 3226.309586 = -2355107.495527
  nChanged 35
		SP:Iteration 76Q (131989.120000 sec): 3 clusters
  Score: Raw -2358337.114404 + Penalty 3226.309586 = -2355110.804818
  nChanged 31
		SP:Iteration 77Q (131989.400000 sec): 3 clusters
  Score: Raw -2358340.217854 + Penalty 3226.309586 = -2355113.908268
  nChanged 33
		SP:Iteration 78Q (131989.680000 sec): 3 clusters
  Score: Raw -2358343.897349 + Penalty 3226.309586 = -2355117.587763
  nChanged 38
		SP:Iteration 79Q (131989.950000 sec): 3 clusters
  Score: Raw -2358348.468503 + Penalty 3226.309586 = -2355122.158917
  nChanged 45
		SP:Iteration 80F (131990.270000 sec): 3 clusters
  Score: Raw -2358352.903476 + Penalty 3226.309586 = -2355126.593890
  nChanged 44
		SP:Iteration 81Q (131990.530000 sec): 3 clusters
  Score: Raw -2358357.792223 + Penalty 3226.309586 = -2355131.482637
  nChanged 44
		SP:Iteration 82Q (131990.850000 sec): 3 clusters
  Score: Raw -2358362.590728 + Penalty 3226.309586 = -2355136.281142
  nChanged 38
		SP:Iteration 83Q (131991.150000 sec): 3 clusters
  Score: Raw -2358365.959186 + Penalty 3226.309586 = -2355139.649600
  nChanged 30
		SP:Iteration 84Q (131991.470000 sec): 3 clusters
  Score: Raw -2358368.577130 + Penalty 3226.309586 = -2355142.267544
  nChanged 22
		SP:Iteration 85Q (131991.790000 sec): 3 clusters
  Score: Raw -2358370.629275 + Penalty 3226.309586 = -2355144.319689
  nChanged 24
		SP:Iteration 86Q (131992.030000 sec): 3 clusters
  Score: Raw -2358373.240173 + Penalty 3226.309586 = -2355146.930587
  nChanged 33
		SP:Iteration 87Q (131992.300000 sec): 3 clusters
  Score: Raw -2358376.799400 + Penalty 3226.309586 = -2355150.489814
  nChanged 36
		SP:Iteration 88Q (131992.680000 sec): 3 clusters
  Score: Raw -2358380.831543 + Penalty 3226.309586 = -2355154.521957
  nChanged 37
		SP:Iteration 89Q (131992.990000 sec): 3 clusters
  Score: Raw -2358384.058694 + Penalty 3226.309586 = -2355157.749108
  nChanged 27
		SP:Iteration 90Q (131993.260000 sec): 3 clusters
  Score: Raw -2358386.015219 + Penalty 3226.309586 = -2355159.705633
  nChanged 26
		SP:Iteration 91Q (131993.620000 sec): 3 clusters
  Score: Raw -2358389.022648 + Penalty 3226.309586 = -2355162.713062
  nChanged 33
		SP:Iteration 92Q (131993.830000 sec): 3 clusters
  Score: Raw -2358393.576463 + Penalty 3226.309586 = -2355167.266877
  nChanged 36
		SP:Iteration 93Q (131994.110000 sec): 3 clusters
  Score: Raw -2358397.598586 + Penalty 3226.309586 = -2355171.289000
  nChanged 37
		SP:Iteration 94Q (131994.390000 sec): 3 clusters
  Score: Raw -2358401.556306 + Penalty 3226.309586 = -2355175.246721
  nChanged 31
		SP:Iteration 95Q (131994.720000 sec): 3 clusters
  Score: Raw -2358404.559528 + Penalty 3226.309586 = -2355178.249942
  nChanged 27
		SP:Iteration 96Q (131995.040000 sec): 3 clusters
  Score: Raw -2358406.878341 + Penalty 3226.309586 = -2355180.568755
  nChanged 29
		SP:Iteration 97Q (131995.370000 sec): 3 clusters
  Score: Raw -2358409.889573 + Penalty 3226.309586 = -2355183.579987
  nChanged 35
		SP:Iteration 98Q (131995.650000 sec): 3 clusters
  Score: Raw -2358413.265791 + Penalty 3226.309586 = -2355186.956205
  nChanged 29
		SP:Iteration 99Q (131995.940000 sec): 3 clusters
  Score: Raw -2358416.062357 + Penalty 3226.309586 = -2355189.752771
  nChanged 27
		SP:Iteration 100F (131996.180000 sec): 3 clusters
  Score: Raw -2358418.635506 + Penalty 3226.309586 = -2355192.325920
  nChanged 29
		SP:Iteration 101Q (131996.510000 sec): 3 clusters
  Score: Raw -2358420.825557 + Penalty 3226.309586 = -2355194.515971
  nChanged 22
		SP:Iteration 102Q (131996.720000 sec): 3 clusters
  Score: Raw -2358422.407561 + Penalty 3226.309586 = -2355196.097975
  nChanged 17
		SP:Iteration 103Q (131996.990000 sec): 3 clusters
  Score: Raw -2358423.734511 + Penalty 3226.309586 = -2355197.424925
  nChanged 14
		SP:Iteration 104Q (131997.280000 sec): 3 clusters
  Score: Raw -2358424.951819 + Penalty 3226.309586 = -2355198.642233
  nChanged 12
		SP:Iteration 105Q (131997.550000 sec): 3 clusters
  Score: Raw -2358425.867960 + Penalty 3226.309586 = -2355199.558374
  nChanged 11
		SP:Iteration 106Q (131997.850000 sec): 3 clusters
  Score: Raw -2358426.799555 + Penalty 3226.309586 = -2355200.489969
  nChanged 14
		SP:Iteration 107Q (131998.160000 sec): 3 clusters
  Score: Raw -2358428.030880 + Penalty 3226.309586 = -2355201.721294
  nChanged 16
		SP:Iteration 108Q (131998.420000 sec): 3 clusters
  Score: Raw -2358429.335211 + Penalty 3226.309586 = -2355203.025625
  nChanged 16
		SP:Iteration 109Q (131998.710000 sec): 3 clusters
  Score: Raw -2358430.785733 + Penalty 3226.309586 = -2355204.476148
  nChanged 10
		SP:Iteration 110Q (131998.980000 sec): 3 clusters
  Score: Raw -2358431.809570 + Penalty 3226.309586 = -2355205.499984
  nChanged 16
		SP:Iteration 111Q (131999.240000 sec): 3 clusters
  Score: Raw -2358433.130808 + Penalty 3226.309586 = -2355206.821222
  nChanged 16
		SP:Iteration 112Q (131999.610000 sec): 3 clusters
  Score: Raw -2358434.415099 + Penalty 3226.309586 = -2355208.105513
  nChanged 12
		SP:Iteration 113Q (131999.860000 sec): 3 clusters
  Score: Raw -2358435.506318 + Penalty 3226.309586 = -2355209.196732
  nChanged 14
		SP:Iteration 114Q (132000.180000 sec): 3 clusters
  Score: Raw -2358436.664548 + Penalty 3226.309586 = -2355210.354962
  nChanged 15
		SP:Iteration 115Q (132000.460000 sec): 3 clusters
  Score: Raw -2358438.187987 + Penalty 3226.309586 = -2355211.878401
  nChanged 17
		SP:Iteration 116Q (132000.760000 sec): 3 clusters
  Score: Raw -2358439.803359 + Penalty 3226.309586 = -2355213.493773
  nChanged 21
		SP:Iteration 117Q (132001.070000 sec): 3 clusters
  Score: Raw -2358441.571752 + Penalty 3226.309586 = -2355215.262166
  nChanged 22
		SP:Iteration 118Q (132001.370000 sec): 3 clusters
  Score: Raw -2358443.657278 + Penalty 3226.309586 = -2355217.347692
  nChanged 22
		SP:Iteration 119Q (132001.710000 sec): 3 clusters
  Score: Raw -2358444.991920 + Penalty 3226.309586 = -2355218.682335
  nChanged 9
		SP:Iteration 120F (132001.980000 sec): 3 clusters
  Score: Raw -2358445.577867 + Penalty 3226.309586 = -2355219.268281
  nChanged 13
		SP:Iteration 121Q (132002.290000 sec): 3 clusters
  Score: Raw -2358446.559602 + Penalty 3226.309586 = -2355220.250016
  nChanged 14
		SP:Iteration 122Q (132002.540000 sec): 3 clusters
  Score: Raw -2358447.414735 + Penalty 3226.309586 = -2355221.105149
  nChanged 10
		SP:Iteration 123Q (132002.850000 sec): 3 clusters
  Score: Raw -2358448.174071 + Penalty 3226.309586 = -2355221.864485
  nChanged 8
		SP:Iteration 124Q (132003.200000 sec): 3 clusters
  Score: Raw -2358448.961802 + Penalty 3226.309586 = -2355222.652216
  nChanged 8
		SP:Iteration 125Q (132003.470000 sec): 3 clusters
  Score: Raw -2358449.750131 + Penalty 3226.309586 = -2355223.440546
  nChanged 8
		SP:Iteration 126Q (132003.760000 sec): 3 clusters
  Score: Raw -2358450.478105 + Penalty 3226.309586 = -2355224.168520
  nChanged 9
		SP:Iteration 127Q (132004.030000 sec): 3 clusters
  Score: Raw -2358451.137140 + Penalty 3226.309586 = -2355224.827554
  nChanged 7
		SP:Iteration 128Q (132004.310000 sec): 3 clusters
  Score: Raw -2358451.696261 + Penalty 3226.309586 = -2355225.386675
  nChanged 7
		SP:Iteration 129Q (132004.610000 sec): 3 clusters
  Score: Raw -2358452.297768 + Penalty 3226.309586 = -2355225.988182
  nChanged 3
		SP:Iteration 130Q (132004.930000 sec): 3 clusters
  Score: Raw -2358452.423075 + Penalty 3226.309586 = -2355226.113489
  nChanged 3
		SP:Iteration 131Q (132005.170000 sec): 3 clusters
  Score: Raw -2358452.596692 + Penalty 3226.309586 = -2355226.287106
  nChanged 3
		SP:Iteration 132Q (132005.470000 sec): 3 clusters
  Score: Raw -2358452.678510 + Penalty 3226.309586 = -2355226.368924
  nChanged 1
		SP:Iteration 133Q (132005.700000 sec): 3 clusters
  Score: Raw -2358452.688692 + Penalty 3226.309586 = -2355226.379106
  nChanged 0
		SP:Iteration 134F (132005.960000 sec): 3 clusters
  Score: Raw -2358452.688692 + Penalty 3226.309586 = -2355226.379106
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132006.250000 sec): 2 clusters
  Score: Raw -3992772.506113 + Penalty 1689.347767 = -3991083.158345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132006.580000 sec): 3 clusters
  Score: Raw -3972425.696802 + Penalty 3378.695534 = -3969047.001268
  nChanged 15211
		SP:Iteration 1F (132006.990000 sec): 3 clusters
  Score: Raw -3980937.562782 + Penalty 3378.695534 = -3977558.867248
  nChanged 1447
		SP:Iteration 2Q (132007.370000 sec): 3 clusters
  Score: Raw -3981495.336942 + Penalty 3378.695534 = -3978116.641408
  nChanged 1584
		SP:Iteration 3Q (132007.730000 sec): 3 clusters
  Score: Raw -3982253.589757 + Penalty 3378.695534 = -3978874.894222
  nChanged 1831
		SP:Iteration 4F (132008.140000 sec): 3 clusters
  Score: Raw -3983271.524776 + Penalty 3378.695534 = -3979892.829242
  nChanged 2049
		SP:Iteration 5F (132008.520000 sec): 3 clusters
  Score: Raw -3984540.772551 + Penalty 3378.695534 = -3981162.077017
  nChanged 2176
		SP:Iteration 6F (132008.840000 sec): 3 clusters
  Score: Raw -3985886.313907 + Penalty 3378.695534 = -3982507.618372
  nChanged 2099
		SP:Iteration 7F (132009.200000 sec): 3 clusters
  Score: Raw -3987195.028365 + Penalty 3378.695534 = -3983816.332830
  nChanged 1873
		SP:Iteration 8F (132009.600000 sec): 3 clusters
  Score: Raw -3988478.768665 + Penalty 3378.695534 = -3985100.073131
  nChanged 1644
		SP:Iteration 9F (132009.970000 sec): 3 clusters
  Score: Raw -3989740.554356 + Penalty 3378.695534 = -3986361.858822
  nChanged 1375
		SP:Iteration 10Q (132010.330000 sec): 3 clusters
  Score: Raw -3990821.799443 + Penalty 3378.695534 = -3987443.103909
  nChanged 1006
		SP:Iteration 11Q (132010.690000 sec): 3 clusters
  Score: Raw -3991453.153354 + Penalty 3378.695534 = -3988074.457820
  nChanged 670
		SP:Iteration 12Q (132011.070000 sec): 3 clusters
  Score: Raw -3991754.480342 + Penalty 3378.695534 = -3988375.784807
  nChanged 505
		SP:Iteration 13Q (132011.490000 sec): 3 clusters
  Score: Raw -3991954.734039 + Penalty 3378.695534 = -3988576.038505
  nChanged 409
		SP:Iteration 14Q (132011.910000 sec): 3 clusters
  Score: Raw -3992078.792722 + Penalty 3378.695534 = -3988700.097188
  nChanged 327
		SP:Iteration 15Q (132012.270000 sec): 3 clusters
  Score: Raw -3992167.580943 + Penalty 3378.695534 = -3988788.885409
  nChanged 289
		SP:Iteration 16Q (132012.630000 sec): 3 clusters
  Score: Raw -3992240.582123 + Penalty 3378.695534 = -3988861.886588
  nChanged 278
		SP:Iteration 17Q (132013.000000 sec): 3 clusters
  Score: Raw -3992306.656931 + Penalty 3378.695534 = -3988927.961396
  nChanged 275
		SP:Iteration 18Q (132013.310000 sec): 3 clusters
  Score: Raw -3992374.976258 + Penalty 3378.695534 = -3988996.280723
  nChanged 274
		SP:Iteration 19Q (132013.660000 sec): 3 clusters
  Score: Raw -3992444.689211 + Penalty 3378.695534 = -3989065.993677
  nChanged 261
		SP:Iteration 20F (132013.990000 sec): 3 clusters
  Score: Raw -3992506.034315 + Penalty 3378.695534 = -3989127.338780
  nChanged 227
		SP:Iteration 21Q (132014.320000 sec): 3 clusters
  Score: Raw -3992556.964375 + Penalty 3378.695534 = -3989178.268841
  nChanged 208
		SP:Iteration 22Q (132014.640000 sec): 3 clusters
  Score: Raw -3992599.537306 + Penalty 3378.695534 = -3989220.841771
  nChanged 174
		SP:Iteration 23Q (132015.060000 sec): 3 clusters
  Score: Raw -3992631.729017 + Penalty 3378.695534 = -3989253.033482
  nChanged 167
		SP:Iteration 24Q (132015.400000 sec): 3 clusters
  Score: Raw -3992661.856654 + Penalty 3378.695534 = -3989283.161120
  nChanged 172
		SP:Iteration 25Q (132015.780000 sec): 3 clusters
  Score: Raw -3992692.731008 + Penalty 3378.695534 = -3989314.035474
  nChanged 158
		SP:Iteration 26Q (132016.140000 sec): 3 clusters
  Score: Raw -3992724.982315 + Penalty 3378.695534 = -3989346.286781
  nChanged 166
		SP:Iteration 27Q (132016.480000 sec): 3 clusters
  Score: Raw -3992758.901543 + Penalty 3378.695534 = -3989380.206008
  nChanged 154
		SP:Iteration 28Q (132016.800000 sec): 3 clusters
  Score: Raw -3992792.287968 + Penalty 3378.695534 = -3989413.592434
  nChanged 170
		SP:Iteration 29Q (132017.140000 sec): 3 clusters
  Score: Raw -3992830.701381 + Penalty 3378.695534 = -3989452.005846
  nChanged 173
		SP:Iteration 30Q (132017.470000 sec): 3 clusters
  Score: Raw -3992870.050536 + Penalty 3378.695534 = -3989491.355002
  nChanged 157
		SP:Iteration 31Q (132017.810000 sec): 3 clusters
  Score: Raw -3992903.664973 + Penalty 3378.695534 = -3989524.969439
  nChanged 132
		SP:Iteration 32Q (132018.140000 sec): 3 clusters
  Score: Raw -3992931.050382 + Penalty 3378.695534 = -3989552.354847
  nChanged 112
		SP:Iteration 33Q (132018.500000 sec): 3 clusters
  Score: Raw -3992952.399531 + Penalty 3378.695534 = -3989573.703997
  nChanged 94
		SP:Iteration 34Q (132018.820000 sec): 3 clusters
  Score: Raw -3992969.518004 + Penalty 3378.695534 = -3989590.822470
  nChanged 83
		SP:Iteration 35Q (132019.120000 sec): 3 clusters
  Score: Raw -3992984.845103 + Penalty 3378.695534 = -3989606.149569
  nChanged 93
		SP:Iteration 36Q (132019.460000 sec): 3 clusters
  Score: Raw -3992999.097332 + Penalty 3378.695534 = -3989620.401797
  nChanged 78
		SP:Iteration 37Q (132019.840000 sec): 3 clusters
  Score: Raw -3993013.698214 + Penalty 3378.695534 = -3989635.002679
  nChanged 75
		SP:Iteration 38Q (132020.130000 sec): 3 clusters
  Score: Raw -3993025.755391 + Penalty 3378.695534 = -3989647.059857
  nChanged 66
		SP:Iteration 39Q (132020.460000 sec): 3 clusters
  Score: Raw -3993036.365932 + Penalty 3378.695534 = -3989657.670397
  nChanged 69
		SP:Iteration 40F (132020.760000 sec): 3 clusters
  Score: Raw -3993049.211247 + Penalty 3378.695534 = -3989670.515713
  nChanged 59
		SP:Iteration 41Q (132021.100000 sec): 3 clusters
  Score: Raw -3993059.209301 + Penalty 3378.695534 = -3989680.513767
  nChanged 49
		SP:Iteration 42Q (132021.430000 sec): 3 clusters
  Score: Raw -3993067.290492 + Penalty 3378.695534 = -3989688.594958
  nChanged 51
		SP:Iteration 43Q (132021.770000 sec): 3 clusters
  Score: Raw -3993074.586639 + Penalty 3378.695534 = -3989695.891105
  nChanged 35
		SP:Iteration 44Q (132022.110000 sec): 3 clusters
  Score: Raw -3993078.854543 + Penalty 3378.695534 = -3989700.159009
  nChanged 33
		SP:Iteration 45Q (132022.460000 sec): 3 clusters
  Score: Raw -3993082.292803 + Penalty 3378.695534 = -3989703.597269
  nChanged 25
		SP:Iteration 46Q (132022.780000 sec): 3 clusters
  Score: Raw -3993085.155794 + Penalty 3378.695534 = -3989706.460260
  nChanged 22
		SP:Iteration 47Q (132023.140000 sec): 3 clusters
  Score: Raw -3993087.568986 + Penalty 3378.695534 = -3989708.873452
  nChanged 25
		SP:Iteration 48Q (132023.500000 sec): 3 clusters
  Score: Raw -3993090.552076 + Penalty 3378.695534 = -3989711.856541
  nChanged 28
		SP:Iteration 49Q (132023.860000 sec): 3 clusters
  Score: Raw -3993093.975442 + Penalty 3378.695534 = -3989715.279908
  nChanged 22
		SP:Iteration 50Q (132024.260000 sec): 3 clusters
  Score: Raw -3993096.568707 + Penalty 3378.695534 = -3989717.873172
  nChanged 23
		SP:Iteration 51Q (132024.620000 sec): 3 clusters
  Score: Raw -3993099.658808 + Penalty 3378.695534 = -3989720.963274
  nChanged 22
		SP:Iteration 52Q (132024.970000 sec): 3 clusters
  Score: Raw -3993102.980211 + Penalty 3378.695534 = -3989724.284676
  nChanged 25
		SP:Iteration 53Q (132025.390000 sec): 3 clusters
  Score: Raw -3993105.997195 + Penalty 3378.695534 = -3989727.301661
  nChanged 26
		SP:Iteration 54Q (132025.700000 sec): 3 clusters
  Score: Raw -3993109.519948 + Penalty 3378.695534 = -3989730.824413
  nChanged 18
		SP:Iteration 55Q (132026.010000 sec): 3 clusters
  Score: Raw -3993111.765622 + Penalty 3378.695534 = -3989733.070088
  nChanged 21
		SP:Iteration 56Q (132026.380000 sec): 3 clusters
  Score: Raw -3993114.363176 + Penalty 3378.695534 = -3989735.667642
  nChanged 23
		SP:Iteration 57Q (132026.740000 sec): 3 clusters
  Score: Raw -3993117.805874 + Penalty 3378.695534 = -3989739.110339
  nChanged 28
		SP:Iteration 58Q (132027.140000 sec): 3 clusters
  Score: Raw -3993122.838687 + Penalty 3378.695534 = -3989744.143152
  nChanged 31
		SP:Iteration 59Q (132027.580000 sec): 3 clusters
  Score: Raw -3993127.467316 + Penalty 3378.695534 = -3989748.771781
  nChanged 26
		SP:Iteration 60F (132027.920000 sec): 3 clusters
  Score: Raw -3993130.611239 + Penalty 3378.695534 = -3989751.915705
  nChanged 16
		SP:Iteration 61Q (132028.320000 sec): 3 clusters
  Score: Raw -3993132.303067 + Penalty 3378.695534 = -3989753.607532
  nChanged 24
		SP:Iteration 62Q (132028.580000 sec): 3 clusters
  Score: Raw -3993134.570850 + Penalty 3378.695534 = -3989755.875315
  nChanged 17
		SP:Iteration 63Q (132028.920000 sec): 3 clusters
  Score: Raw -3993136.702148 + Penalty 3378.695534 = -3989758.006613
  nChanged 20
		SP:Iteration 64Q (132029.290000 sec): 3 clusters
  Score: Raw -3993138.946235 + Penalty 3378.695534 = -3989760.250701
  nChanged 11
		SP:Iteration 65Q (132029.620000 sec): 3 clusters
  Score: Raw -3993140.028302 + Penalty 3378.695534 = -3989761.332767
  nChanged 10
		SP:Iteration 66Q (132030.000000 sec): 3 clusters
  Score: Raw -3993141.203942 + Penalty 3378.695534 = -3989762.508408
  nChanged 17
		SP:Iteration 67Q (132030.370000 sec): 3 clusters
  Score: Raw -3993144.098664 + Penalty 3378.695534 = -3989765.403130
  nChanged 24
		SP:Iteration 68Q (132030.740000 sec): 3 clusters
  Score: Raw -3993147.088918 + Penalty 3378.695534 = -3989768.393384
  nChanged 24
		SP:Iteration 69Q (132031.120000 sec): 3 clusters
  Score: Raw -3993150.364175 + Penalty 3378.695534 = -3989771.668641
  nChanged 24
		SP:Iteration 70Q (132031.460000 sec): 3 clusters
  Score: Raw -3993153.599480 + Penalty 3378.695534 = -3989774.903946
  nChanged 16
		SP:Iteration 71Q (132031.800000 sec): 3 clusters
  Score: Raw -3993156.130363 + Penalty 3378.695534 = -3989777.434828
  nChanged 23
		SP:Iteration 72Q (132032.180000 sec): 3 clusters
  Score: Raw -3993159.136787 + Penalty 3378.695534 = -3989780.441253
  nChanged 23
		SP:Iteration 73Q (132032.540000 sec): 3 clusters
  Score: Raw -3993162.250415 + Penalty 3378.695534 = -3989783.554880
  nChanged 18
		SP:Iteration 74Q (132032.910000 sec): 3 clusters
  Score: Raw -3993165.452615 + Penalty 3378.695534 = -3989786.757080
  nChanged 22
		SP:Iteration 75Q (132033.260000 sec): 3 clusters
  Score: Raw -3993168.720579 + Penalty 3378.695534 = -3989790.025045
  nChanged 24
		SP:Iteration 76Q (132033.670000 sec): 3 clusters
  Score: Raw -3993173.333687 + Penalty 3378.695534 = -3989794.638153
  nChanged 40
		SP:Iteration 77Q (132034.080000 sec): 3 clusters
  Score: Raw -3993182.095744 + Penalty 3378.695534 = -3989803.400210
  nChanged 30
		SP:Iteration 78Q (132034.420000 sec): 3 clusters
  Score: Raw -3993187.410710 + Penalty 3378.695534 = -3989808.715176
  nChanged 25
		SP:Iteration 79Q (132034.860000 sec): 3 clusters
  Score: Raw -3993191.558052 + Penalty 3378.695534 = -3989812.862517
  nChanged 19
		SP:Iteration 80F (132035.200000 sec): 3 clusters
  Score: Raw -3993194.523646 + Penalty 3378.695534 = -3989815.828112
  nChanged 20
		SP:Iteration 81Q (132035.560000 sec): 3 clusters
  Score: Raw -3993197.169564 + Penalty 3378.695534 = -3989818.474030
  nChanged 13
		SP:Iteration 82Q (132035.850000 sec): 3 clusters
  Score: Raw -3993198.661765 + Penalty 3378.695534 = -3989819.966230
  nChanged 11
		SP:Iteration 83Q (132036.220000 sec): 3 clusters
  Score: Raw -3993199.818280 + Penalty 3378.695534 = -3989821.122745
  nChanged 6
		SP:Iteration 84Q (132036.540000 sec): 3 clusters
  Score: Raw -3993200.291660 + Penalty 3378.695534 = -3989821.596126
  nChanged 4
		SP:Iteration 85Q (132036.910000 sec): 3 clusters
  Score: Raw -3993200.676928 + Penalty 3378.695534 = -3989821.981394
  nChanged 3
		SP:Iteration 86Q (132037.380000 sec): 3 clusters
  Score: Raw -3993201.121483 + Penalty 3378.695534 = -3989822.425949
  nChanged 5
		SP:Iteration 87Q (132037.720000 sec): 3 clusters
  Score: Raw -3993201.723341 + Penalty 3378.695534 = -3989823.027807
  nChanged 5
		SP:Iteration 88Q (132038.080000 sec): 3 clusters
  Score: Raw -3993202.381655 + Penalty 3378.695534 = -3989823.686121
  nChanged 5
		SP:Iteration 89Q (132038.440000 sec): 3 clusters
  Score: Raw -3993202.883008 + Penalty 3378.695534 = -3989824.187473
  nChanged 10
		SP:Iteration 90Q (132038.820000 sec): 3 clusters
  Score: Raw -3993203.426006 + Penalty 3378.695534 = -3989824.730471
  nChanged 3
		SP:Iteration 91Q (132039.190000 sec): 3 clusters
  Score: Raw -3993203.694908 + Penalty 3378.695534 = -3989824.999374
  nChanged 4
		SP:Iteration 92Q (132039.570000 sec): 3 clusters
  Score: Raw -3993203.946389 + Penalty 3378.695534 = -3989825.250855
  nChanged 1
		SP:Iteration 93Q (132039.930000 sec): 3 clusters
  Score: Raw -3993204.142538 + Penalty 3378.695534 = -3989825.447003
  nChanged 3
		SP:Iteration 94Q (132040.290000 sec): 3 clusters
  Score: Raw -3993204.632216 + Penalty 3378.695534 = -3989825.936682
  nChanged 5
		SP:Iteration 95Q (132040.630000 sec): 3 clusters
  Score: Raw -3993205.448223 + Penalty 3378.695534 = -3989826.752688
  nChanged 3
		SP:Iteration 96Q (132040.990000 sec): 3 clusters
  Score: Raw -3993205.875048 + Penalty 3378.695534 = -3989827.179514
  nChanged 2
		SP:Iteration 97Q (132041.360000 sec): 3 clusters
  Score: Raw -3993206.276134 + Penalty 3378.695534 = -3989827.580600
  nChanged 4
		SP:Iteration 98Q (132041.720000 sec): 3 clusters
  Score: Raw -3993206.549158 + Penalty 3378.695534 = -3989827.853624
  nChanged 3
		SP:Iteration 99Q (132042.050000 sec): 3 clusters
  Score: Raw -3993206.732765 + Penalty 3378.695534 = -3989828.037231
  nChanged 2
		SP:Iteration 100F (132042.420000 sec): 3 clusters
  Score: Raw -3993207.027028 + Penalty 3378.695534 = -3989828.331493
  nChanged 4
		SP:Iteration 101Q (132042.780000 sec): 3 clusters
  Score: Raw -3993208.108579 + Penalty 3378.695534 = -3989829.413044
  nChanged 8
		SP:Iteration 102Q (132043.100000 sec): 3 clusters
  Score: Raw -3993209.117991 + Penalty 3378.695534 = -3989830.422457
  nChanged 6
		SP:Iteration 103Q (132043.420000 sec): 3 clusters
  Score: Raw -3993209.650153 + Penalty 3378.695534 = -3989830.954618
  nChanged 4
		SP:Iteration 104Q (132043.780000 sec): 3 clusters
  Score: Raw -3993210.060129 + Penalty 3378.695534 = -3989831.364595
  nChanged 3
		SP:Iteration 105Q (132044.070000 sec): 3 clusters
  Score: Raw -3993210.371630 + Penalty 3378.695534 = -3989831.676096
  nChanged 4
		SP:Iteration 106Q (132044.470000 sec): 3 clusters
  Score: Raw -3993210.683922 + Penalty 3378.695534 = -3989831.988388
  nChanged 2
		SP:Iteration 107Q (132044.870000 sec): 3 clusters
  Score: Raw -3993210.796681 + Penalty 3378.695534 = -3989832.101146
  nChanged 1
		SP:Iteration 108Q (132045.280000 sec): 3 clusters
  Score: Raw -3993210.862126 + Penalty 3378.695534 = -3989832.166592
  nChanged 1
		SP:Iteration 109Q (132045.600000 sec): 3 clusters
  Score: Raw -3993210.957955 + Penalty 3378.695534 = -3989832.262421
  nChanged 2
		SP:Iteration 110Q (132046.020000 sec): 3 clusters
  Score: Raw -3993211.164238 + Penalty 3378.695534 = -3989832.468704
  nChanged 0
		SP:Iteration 111F (132046.360000 sec): 3 clusters
  Score: Raw -3993211.164238 + Penalty 3378.695534 = -3989832.468704
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132046.490000 sec): 2 clusters
  Score: Raw -119489.530446 + Penalty 1121.368733 = -118368.161713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132046.590000 sec): 3 clusters
  Score: Raw -119216.332556 + Penalty 2242.737466 = -116973.595090
  nChanged 298
		SP:Iteration 1F (132046.750000 sec): 3 clusters
  Score: Raw -119535.362073 + Penalty 2242.737466 = -117292.624607
  nChanged 102
		SP:Iteration 2F (132046.900000 sec): 3 clusters
  Score: Raw -119726.010327 + Penalty 2242.737466 = -117483.272861
  nChanged 78
		SP:Iteration 3F (132047.010000 sec): 3 clusters
  Score: Raw -119867.734611 + Penalty 2242.737466 = -117624.997145
  nChanged 60
		SP:Iteration 4F (132047.200000 sec): 3 clusters
  Score: Raw -119957.236344 + Penalty 2242.737466 = -117714.498878
  nChanged 30
		SP:Iteration 5Q (132047.330000 sec): 3 clusters
  Score: Raw -120024.506596 + Penalty 2242.737466 = -117781.769130
  nChanged 28
		SP:Iteration 6Q (132047.430000 sec): 3 clusters
  Score: Raw -120079.955993 + Penalty 2242.737466 = -117837.218528
  nChanged 26
		SP:Iteration 7Q (132047.570000 sec): 3 clusters
  Score: Raw -120118.860490 + Penalty 2242.737466 = -117876.123024
  nChanged 20
		SP:Iteration 8Q (132047.710000 sec): 3 clusters
  Score: Raw -120148.272241 + Penalty 2242.737466 = -117905.534775
  nChanged 14
		SP:Iteration 9Q (132047.860000 sec): 3 clusters
  Score: Raw -120167.237541 + Penalty 2242.737466 = -117924.500075
  nChanged 13
		SP:Iteration 10Q (132047.950000 sec): 3 clusters
  Score: Raw -120186.522486 + Penalty 2242.737466 = -117943.785020
  nChanged 13
		SP:Iteration 11Q (132048.060000 sec): 3 clusters
  Score: Raw -120198.362363 + Penalty 2242.737466 = -117955.624897
  nChanged 4
		SP:Iteration 12Q (132048.200000 sec): 3 clusters
  Score: Raw -120203.456408 + Penalty 2242.737466 = -117960.718942
  nChanged 3
		SP:Iteration 13Q (132048.290000 sec): 3 clusters
  Score: Raw -120206.294259 + Penalty 2242.737466 = -117963.556793
  nChanged 3
		SP:Iteration 14Q (132048.440000 sec): 3 clusters
  Score: Raw -120210.273517 + Penalty 2242.737466 = -117967.536051
  nChanged 1
		SP:Iteration 15Q (132048.540000 sec): 3 clusters
  Score: Raw -120211.099383 + Penalty 2242.737466 = -117968.361917
  nChanged 0
		SP:Iteration 16F (132048.680000 sec): 3 clusters
  Score: Raw -120211.099383 + Penalty 2242.737466 = -117968.361917
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132048.850000 sec): 2 clusters
  Score: Raw -676384.363124 + Penalty 1394.338320 = -674990.024804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132049.090000 sec): 3 clusters
  Score: Raw -673565.435322 + Penalty 2788.676640 = -670776.758682
  nChanged 2132
		SP:Iteration 1F (132049.280000 sec): 3 clusters
  Score: Raw -674661.078467 + Penalty 2788.676640 = -671872.401828
  nChanged 326
		SP:Iteration 2F (132049.460000 sec): 3 clusters
  Score: Raw -674816.810544 + Penalty 2788.676640 = -672028.133904
  nChanged 251
		SP:Iteration 3Q (132049.640000 sec): 3 clusters
  Score: Raw -674925.952912 + Penalty 2788.676640 = -672137.276272
  nChanged 204
		SP:Iteration 4Q (132049.810000 sec): 3 clusters
  Score: Raw -674994.433243 + Penalty 2788.676640 = -672205.756604
  nChanged 144
		SP:Iteration 5Q (132050.010000 sec): 3 clusters
  Score: Raw -675041.245791 + Penalty 2788.676640 = -672252.569152
  nChanged 115
		SP:Iteration 6Q (132050.200000 sec): 3 clusters
  Score: Raw -675074.737874 + Penalty 2788.676640 = -672286.061235
  nChanged 78
		SP:Iteration 7Q (132050.410000 sec): 3 clusters
  Score: Raw -675097.626481 + Penalty 2788.676640 = -672308.949842
  nChanged 73
		SP:Iteration 8Q (132050.590000 sec): 3 clusters
  Score: Raw -675112.633027 + Penalty 2788.676640 = -672323.956387
  nChanged 44
		SP:Iteration 9Q (132050.770000 sec): 3 clusters
  Score: Raw -675123.663305 + Penalty 2788.676640 = -672334.986666
  nChanged 58
		SP:Iteration 10Q (132050.950000 sec): 3 clusters
  Score: Raw -675139.400854 + Penalty 2788.676640 = -672350.724214
  nChanged 52
		SP:Iteration 11Q (132051.130000 sec): 3 clusters
  Score: Raw -675152.130874 + Penalty 2788.676640 = -672363.454234
  nChanged 49
		SP:Iteration 12Q (132051.300000 sec): 3 clusters
  Score: Raw -675165.129939 + Penalty 2788.676640 = -672376.453300
  nChanged 54
		SP:Iteration 13Q (132051.510000 sec): 3 clusters
  Score: Raw -675180.824786 + Penalty 2788.676640 = -672392.148147
  nChanged 58
		SP:Iteration 14Q (132051.690000 sec): 3 clusters
  Score: Raw -675197.098753 + Penalty 2788.676640 = -672408.422113
  nChanged 68
		SP:Iteration 15Q (132051.880000 sec): 3 clusters
  Score: Raw -675217.468311 + Penalty 2788.676640 = -672428.791671
  nChanged 75
		SP:Iteration 16Q (132052.020000 sec): 3 clusters
  Score: Raw -675242.154249 + Penalty 2788.676640 = -672453.477609
  nChanged 79
		SP:Iteration 17Q (132052.200000 sec): 3 clusters
  Score: Raw -675266.593922 + Penalty 2788.676640 = -672477.917282
  nChanged 83
		SP:Iteration 18Q (132052.420000 sec): 3 clusters
  Score: Raw -675294.401135 + Penalty 2788.676640 = -672505.724495
  nChanged 81
		SP:Iteration 19Q (132052.600000 sec): 3 clusters
  Score: Raw -675326.342644 + Penalty 2788.676640 = -672537.666004
  nChanged 90
		SP:Iteration 20F (132052.780000 sec): 3 clusters
  Score: Raw -675373.569686 + Penalty 2788.676640 = -672584.893047
  nChanged 119
		SP:Iteration 21Q (132052.990000 sec): 3 clusters
  Score: Raw -675427.838519 + Penalty 2788.676640 = -672639.161879
  nChanged 114
		SP:Iteration 22Q (132053.210000 sec): 3 clusters
  Score: Raw -675479.516883 + Penalty 2788.676640 = -672690.840243
  nChanged 118
		SP:Iteration 23Q (132053.380000 sec): 3 clusters
  Score: Raw -675534.392813 + Penalty 2788.676640 = -672745.716173
  nChanged 137
		SP:Iteration 24Q (132053.580000 sec): 3 clusters
  Score: Raw -675602.052529 + Penalty 2788.676640 = -672813.375890
  nChanged 149
		SP:Iteration 25Q (132053.810000 sec): 3 clusters
  Score: Raw -675684.380445 + Penalty 2788.676640 = -672895.703806
  nChanged 149
		SP:Iteration 26Q (132054.010000 sec): 3 clusters
  Score: Raw -675780.131012 + Penalty 2788.676640 = -672991.454372
  nChanged 138
		SP:Iteration 27Q (132054.170000 sec): 3 clusters
  Score: Raw -675878.057778 + Penalty 2788.676640 = -673089.381138
  nChanged 152
		SP:Iteration 28Q (132054.410000 sec): 3 clusters
  Score: Raw -675987.047120 + Penalty 2788.676640 = -673198.370480
  nChanged 123
		SP:Iteration 29Q (132054.600000 sec): 3 clusters
  Score: Raw -676078.411266 + Penalty 2788.676640 = -673289.734626
  nChanged 106
		SP:Iteration 30Q (132054.810000 sec): 3 clusters
  Score: Raw -676158.044531 + Penalty 2788.676640 = -673369.367891
  nChanged 100
		SP:Iteration 31Q (132055.010000 sec): 3 clusters
  Score: Raw -676236.194030 + Penalty 2788.676640 = -673447.517391
  nChanged 81
		SP:Iteration 32Q (132055.200000 sec): 3 clusters
  Score: Raw -676298.945548 + Penalty 2788.676640 = -673510.268909
  nChanged 59
		SP:Iteration 33Q (132055.350000 sec): 3 clusters
  Score: Raw -676349.170109 + Penalty 2788.676640 = -673560.493469
  nChanged 49
		SP:Iteration 34Q (132055.500000 sec): 3 clusters
  Score: Raw -676387.047054 + Penalty 2788.676640 = -673598.370414
  nChanged 29
		SP:Iteration 35Q (132055.710000 sec): 3 clusters
  Score: Raw -676417.424018 + Penalty 2788.676640 = -673628.747378
  nChanged 24
		SP:Iteration 36Q (132055.880000 sec): 3 clusters
  Score: Raw -676442.950803 + Penalty 2788.676640 = -673654.274163
  nChanged 24
		SP:Iteration 37Q (132056.100000 sec): 3 clusters
  Score: Raw -676471.476525 + Penalty 2788.676640 = -673682.799885
  nChanged 26
		SP:Iteration 38Q (132056.260000 sec): 3 clusters
  Score: Raw -676497.491576 + Penalty 2788.676640 = -673708.814936
  nChanged 10
		SP:Iteration 39Q (132056.440000 sec): 3 clusters
  Score: Raw -676507.247683 + Penalty 2788.676640 = -673718.571043
  nChanged 5
		SP:Iteration 40F (132056.580000 sec): 3 clusters
  Score: Raw -676515.010956 + Penalty 2788.676640 = -673726.334316
  nChanged 9
		SP:Iteration 41Q (132056.770000 sec): 3 clusters
  Score: Raw -676525.566006 + Penalty 2788.676640 = -673736.889367
  nChanged 5
		SP:Iteration 42Q (132056.940000 sec): 3 clusters
  Score: Raw -676530.809774 + Penalty 2788.676640 = -673742.133134
  nChanged 3
		SP:Iteration 43Q (132057.100000 sec): 3 clusters
  Score: Raw -676533.899117 + Penalty 2788.676640 = -673745.222477
  nChanged 3
		SP:Iteration 44Q (132057.250000 sec): 3 clusters
  Score: Raw -676538.651928 + Penalty 2788.676640 = -673749.975288
  nChanged 3
		SP:Iteration 45Q (132057.420000 sec): 3 clusters
  Score: Raw -676541.674231 + Penalty 2788.676640 = -673752.997591
  nChanged 4
		SP:Iteration 46Q (132057.570000 sec): 3 clusters
  Score: Raw -676547.402574 + Penalty 2788.676640 = -673758.725935
  nChanged 5
		SP:Iteration 47Q (132057.730000 sec): 3 clusters
  Score: Raw -676553.482339 + Penalty 2788.676640 = -673764.805699
  nChanged 4
		SP:Iteration 48Q (132057.910000 sec): 3 clusters
  Score: Raw -676560.447523 + Penalty 2788.676640 = -673771.770883
  nChanged 1
		SP:Iteration 49Q (132058.080000 sec): 3 clusters
  Score: Raw -676562.165443 + Penalty 2788.676640 = -673773.488804
  nChanged 2
		SP:Iteration 50Q (132058.250000 sec): 3 clusters
  Score: Raw -676566.515494 + Penalty 2788.676640 = -673777.838854
  nChanged 4
		SP:Iteration 51Q (132058.430000 sec): 3 clusters
  Score: Raw -676572.684691 + Penalty 2788.676640 = -673784.008051
  nChanged 4
		SP:Iteration 52Q (132058.600000 sec): 3 clusters
  Score: Raw -676576.825114 + Penalty 2788.676640 = -673788.148475
  nChanged 2
		SP:Iteration 53Q (132058.810000 sec): 3 clusters
  Score: Raw -676580.375072 + Penalty 2788.676640 = -673791.698432
  nChanged 4
		SP:Iteration 54Q (132059.080000 sec): 3 clusters
  Score: Raw -676587.320384 + Penalty 2788.676640 = -673798.643745
  nChanged 4
		SP:Iteration 55Q (132059.240000 sec): 3 clusters
  Score: Raw -676594.740140 + Penalty 2788.676640 = -673806.063500
  nChanged 2
		SP:Iteration 56Q (132059.390000 sec): 3 clusters
  Score: Raw -676596.204274 + Penalty 2788.676640 = -673807.527635
  nChanged 1
		SP:Iteration 57Q (132059.570000 sec): 3 clusters
  Score: Raw -676598.141824 + Penalty 2788.676640 = -673809.465184
  nChanged 2
		SP:Iteration 58Q (132059.750000 sec): 3 clusters
  Score: Raw -676601.312958 + Penalty 2788.676640 = -673812.636318
  nChanged 2
		SP:Iteration 59Q (132059.860000 sec): 3 clusters
  Score: Raw -676604.439163 + Penalty 2788.676640 = -673815.762523
  nChanged 1
		SP:Iteration 60F (132060.040000 sec): 3 clusters
  Score: Raw -676605.221287 + Penalty 2788.676640 = -673816.544647
  nChanged 3
		SP:Iteration 61Q (132060.220000 sec): 3 clusters
  Score: Raw -676610.539484 + Penalty 2788.676640 = -673821.862844
  nChanged 2
		SP:Iteration 62Q (132060.440000 sec): 3 clusters
  Score: Raw -676613.420266 + Penalty 2788.676640 = -673824.743626
  nChanged 2
		SP:Iteration 63Q (132060.630000 sec): 3 clusters
  Score: Raw -676615.322789 + Penalty 2788.676640 = -673826.646149
  nChanged 0
		SP:Iteration 64F (132060.760000 sec): 3 clusters
  Score: Raw -676615.322789 + Penalty 2788.676640 = -673826.646149
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132060.930000 sec): 2 clusters
  Score: Raw -1312375.592991 + Penalty 1518.995491 = -1310856.597500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132061.140000 sec): 3 clusters
  Score: Raw -1305850.314273 + Penalty 3037.990983 = -1302812.323290
  nChanged 4960
		SP:Iteration 1F (132061.370000 sec): 3 clusters
  Score: Raw -1308643.547550 + Penalty 3037.990983 = -1305605.556567
  nChanged 737
		SP:Iteration 2F (132061.560000 sec): 3 clusters
  Score: Raw -1309015.613118 + Penalty 3037.990983 = -1305977.622135
  nChanged 648
		SP:Iteration 3F (132061.810000 sec): 3 clusters
  Score: Raw -1309342.306294 + Penalty 3037.990983 = -1306304.315311
  nChanged 561
		SP:Iteration 4Q (132062.030000 sec): 3 clusters
  Score: Raw -1309651.790585 + Penalty 3037.990983 = -1306613.799602
  nChanged 557
		SP:Iteration 5Q (132062.240000 sec): 3 clusters
  Score: Raw -1309955.543597 + Penalty 3037.990983 = -1306917.552614
  nChanged 537
		SP:Iteration 6Q (132062.500000 sec): 3 clusters
  Score: Raw -1310242.495496 + Penalty 3037.990983 = -1307204.504513
  nChanged 510
		SP:Iteration 7Q (132062.760000 sec): 3 clusters
  Score: Raw -1310493.664241 + Penalty 3037.990983 = -1307455.673258
  nChanged 488
		SP:Iteration 8Q (132063.000000 sec): 3 clusters
  Score: Raw -1310734.964158 + Penalty 3037.990983 = -1307696.973175
  nChanged 440
		SP:Iteration 9Q (132063.240000 sec): 3 clusters
  Score: Raw -1310962.647756 + Penalty 3037.990983 = -1307924.656773
  nChanged 442
		SP:Iteration 10Q (132063.500000 sec): 3 clusters
  Score: Raw -1311198.400752 + Penalty 3037.990983 = -1308160.409769
  nChanged 397
		SP:Iteration 11Q (132063.710000 sec): 3 clusters
  Score: Raw -1311383.727958 + Penalty 3037.990983 = -1308345.736975
  nChanged 346
		SP:Iteration 12Q (132063.980000 sec): 3 clusters
  Score: Raw -1311547.480494 + Penalty 3037.990983 = -1308509.489511
  nChanged 297
		SP:Iteration 13Q (132064.210000 sec): 3 clusters
  Score: Raw -1311680.994416 + Penalty 3037.990983 = -1308643.003433
  nChanged 251
		SP:Iteration 14Q (132064.470000 sec): 3 clusters
  Score: Raw -1311799.898364 + Penalty 3037.990983 = -1308761.907381
  nChanged 260
		SP:Iteration 15Q (132064.680000 sec): 3 clusters
  Score: Raw -1311912.909512 + Penalty 3037.990983 = -1308874.918529
  nChanged 219
		SP:Iteration 16Q (132064.880000 sec): 3 clusters
  Score: Raw -1312012.783872 + Penalty 3037.990983 = -1308974.792890
  nChanged 213
		SP:Iteration 17Q (132065.090000 sec): 3 clusters
  Score: Raw -1312110.791306 + Penalty 3037.990983 = -1309072.800323
  nChanged 195
		SP:Iteration 18Q (132065.380000 sec): 3 clusters
  Score: Raw -1312201.883529 + Penalty 3037.990983 = -1309163.892546
  nChanged 176
		SP:Iteration 19Q (132065.600000 sec): 3 clusters
  Score: Raw -1312274.480070 + Penalty 3037.990983 = -1309236.489087
  nChanged 150
		SP:Iteration 20F (132065.870000 sec): 3 clusters
  Score: Raw -1312337.165611 + Penalty 3037.990983 = -1309299.174628
  nChanged 146
		SP:Iteration 21Q (132066.210000 sec): 3 clusters
  Score: Raw -1312401.801979 + Penalty 3037.990983 = -1309363.810996
  nChanged 154
		SP:Iteration 22Q (132066.440000 sec): 3 clusters
  Score: Raw -1312470.716539 + Penalty 3037.990983 = -1309432.725556
  nChanged 140
		SP:Iteration 23Q (132066.600000 sec): 3 clusters
  Score: Raw -1312518.475861 + Penalty 3037.990983 = -1309480.484878
  nChanged 100
		SP:Iteration 24Q (132066.820000 sec): 3 clusters
  Score: Raw -1312548.877160 + Penalty 3037.990983 = -1309510.886177
  nChanged 88
		SP:Iteration 25Q (132067.060000 sec): 3 clusters
  Score: Raw -1312574.996120 + Penalty 3037.990983 = -1309537.005137
  nChanged 79
		SP:Iteration 26Q (132067.280000 sec): 3 clusters
  Score: Raw -1312598.839721 + Penalty 3037.990983 = -1309560.848738
  nChanged 91
		SP:Iteration 27Q (132067.520000 sec): 3 clusters
  Score: Raw -1312625.014554 + Penalty 3037.990983 = -1309587.023571
  nChanged 73
		SP:Iteration 28Q (132067.770000 sec): 3 clusters
  Score: Raw -1312643.602666 + Penalty 3037.990983 = -1309605.611683
  nChanged 75
		SP:Iteration 29Q (132067.940000 sec): 3 clusters
  Score: Raw -1312662.230122 + Penalty 3037.990983 = -1309624.239140
  nChanged 76
		SP:Iteration 30Q (132068.240000 sec): 3 clusters
  Score: Raw -1312681.317607 + Penalty 3037.990983 = -1309643.326624
  nChanged 78
		SP:Iteration 31Q (132068.440000 sec): 3 clusters
  Score: Raw -1312704.274211 + Penalty 3037.990983 = -1309666.283228
  nChanged 92
		SP:Iteration 32Q (132068.690000 sec): 3 clusters
  Score: Raw -1312732.004426 + Penalty 3037.990983 = -1309694.013443
  nChanged 64
		SP:Iteration 33Q (132068.920000 sec): 3 clusters
  Score: Raw -1312745.630410 + Penalty 3037.990983 = -1309707.639427
  nChanged 42
		SP:Iteration 34Q (132069.160000 sec): 3 clusters
  Score: Raw -1312751.862419 + Penalty 3037.990983 = -1309713.871436
  nChanged 28
		SP:Iteration 35Q (132069.330000 sec): 3 clusters
  Score: Raw -1312755.532093 + Penalty 3037.990983 = -1309717.541110
  nChanged 23
		SP:Iteration 36Q (132069.530000 sec): 3 clusters
  Score: Raw -1312760.685971 + Penalty 3037.990983 = -1309722.694988
  nChanged 30
		SP:Iteration 37Q (132069.750000 sec): 3 clusters
  Score: Raw -1312767.004305 + Penalty 3037.990983 = -1309729.013322
  nChanged 40
		SP:Iteration 38Q (132069.940000 sec): 3 clusters
  Score: Raw -1312776.941256 + Penalty 3037.990983 = -1309738.950273
  nChanged 48
		SP:Iteration 39Q (132070.120000 sec): 3 clusters
  Score: Raw -1312789.052329 + Penalty 3037.990983 = -1309751.061347
  nChanged 50
		SP:Iteration 40F (132070.300000 sec): 3 clusters
  Score: Raw -1312799.819724 + Penalty 3037.990983 = -1309761.828741
  nChanged 50
		SP:Iteration 41Q (132070.560000 sec): 3 clusters
  Score: Raw -1312810.570593 + Penalty 3037.990983 = -1309772.579610
  nChanged 38
		SP:Iteration 42Q (132070.700000 sec): 3 clusters
  Score: Raw -1312817.839827 + Penalty 3037.990983 = -1309779.848844
  nChanged 29
		SP:Iteration 43Q (132070.950000 sec): 3 clusters
  Score: Raw -1312822.816333 + Penalty 3037.990983 = -1309784.825350
  nChanged 30
		SP:Iteration 44Q (132071.180000 sec): 3 clusters
  Score: Raw -1312826.836219 + Penalty 3037.990983 = -1309788.845236
  nChanged 25
		SP:Iteration 45Q (132071.400000 sec): 3 clusters
  Score: Raw -1312830.109163 + Penalty 3037.990983 = -1309792.118180
  nChanged 27
		SP:Iteration 46Q (132071.600000 sec): 3 clusters
  Score: Raw -1312833.035438 + Penalty 3037.990983 = -1309795.044455
  nChanged 16
		SP:Iteration 47Q (132071.810000 sec): 3 clusters
  Score: Raw -1312835.545076 + Penalty 3037.990983 = -1309797.554093
  nChanged 20
		SP:Iteration 48Q (132072.020000 sec): 3 clusters
  Score: Raw -1312838.716282 + Penalty 3037.990983 = -1309800.725299
  nChanged 22
		SP:Iteration 49Q (132072.180000 sec): 3 clusters
  Score: Raw -1312841.917251 + Penalty 3037.990983 = -1309803.926268
  nChanged 18
		SP:Iteration 50Q (132072.350000 sec): 3 clusters
  Score: Raw -1312844.213297 + Penalty 3037.990983 = -1309806.222314
  nChanged 20
		SP:Iteration 51Q (132072.540000 sec): 3 clusters
  Score: Raw -1312847.143107 + Penalty 3037.990983 = -1309809.152124
  nChanged 16
		SP:Iteration 52Q (132072.720000 sec): 3 clusters
  Score: Raw -1312850.680767 + Penalty 3037.990983 = -1309812.689784
  nChanged 12
		SP:Iteration 53Q (132072.950000 sec): 3 clusters
  Score: Raw -1312853.421819 + Penalty 3037.990983 = -1309815.430836
  nChanged 18
		SP:Iteration 54Q (132073.120000 sec): 3 clusters
  Score: Raw -1312856.583792 + Penalty 3037.990983 = -1309818.592809
  nChanged 17
		SP:Iteration 55Q (132073.330000 sec): 3 clusters
  Score: Raw -1312859.081377 + Penalty 3037.990983 = -1309821.090394
  nChanged 16
		SP:Iteration 56Q (132073.560000 sec): 3 clusters
  Score: Raw -1312861.352356 + Penalty 3037.990983 = -1309823.361374
  nChanged 15
		SP:Iteration 57Q (132073.750000 sec): 3 clusters
  Score: Raw -1312864.269000 + Penalty 3037.990983 = -1309826.278017
  nChanged 13
		SP:Iteration 58Q (132073.910000 sec): 3 clusters
  Score: Raw -1312866.340697 + Penalty 3037.990983 = -1309828.349714
  nChanged 9
		SP:Iteration 59Q (132074.080000 sec): 3 clusters
  Score: Raw -1312867.984741 + Penalty 3037.990983 = -1309829.993758
  nChanged 12
		SP:Iteration 60F (132074.320000 sec): 3 clusters
  Score: Raw -1312870.102058 + Penalty 3037.990983 = -1309832.111075
  nChanged 8
		SP:Iteration 61Q (132074.450000 sec): 3 clusters
  Score: Raw -1312871.446187 + Penalty 3037.990983 = -1309833.455204
  nChanged 11
		SP:Iteration 62Q (132074.640000 sec): 3 clusters
  Score: Raw -1312873.202672 + Penalty 3037.990983 = -1309835.211689
  nChanged 10
		SP:Iteration 63Q (132074.870000 sec): 3 clusters
  Score: Raw -1312874.739308 + Penalty 3037.990983 = -1309836.748325
  nChanged 5
		SP:Iteration 64Q (132074.990000 sec): 3 clusters
  Score: Raw -1312875.448953 + Penalty 3037.990983 = -1309837.457970
  nChanged 9
		SP:Iteration 65Q (132075.170000 sec): 3 clusters
  Score: Raw -1312876.495954 + Penalty 3037.990983 = -1309838.504971
  nChanged 7
		SP:Iteration 66Q (132075.380000 sec): 3 clusters
  Score: Raw -1312877.504525 + Penalty 3037.990983 = -1309839.513543
  nChanged 10
		SP:Iteration 67Q (132075.570000 sec): 3 clusters
  Score: Raw -1312878.828019 + Penalty 3037.990983 = -1309840.837036
  nChanged 3
		SP:Iteration 68Q (132075.770000 sec): 3 clusters
  Score: Raw -1312879.136852 + Penalty 3037.990983 = -1309841.145869
  nChanged 1
		SP:Iteration 69Q (132076.020000 sec): 3 clusters
  Score: Raw -1312879.240942 + Penalty 3037.990983 = -1309841.249959
  nChanged 1
		SP:Iteration 70Q (132076.220000 sec): 3 clusters
  Score: Raw -1312879.382457 + Penalty 3037.990983 = -1309841.391474
  nChanged 1
		SP:Iteration 71Q (132076.430000 sec): 3 clusters
  Score: Raw -1312879.630551 + Penalty 3037.990983 = -1309841.639568
  nChanged 2
		SP:Iteration 72Q (132076.570000 sec): 3 clusters
  Score: Raw -1312879.940171 + Penalty 3037.990983 = -1309841.949188
  nChanged 6
		SP:Iteration 73Q (132076.740000 sec): 3 clusters
  Score: Raw -1312880.562322 + Penalty 3037.990983 = -1309842.571339
  nChanged 5
		SP:Iteration 74Q (132076.930000 sec): 3 clusters
  Score: Raw -1312881.047691 + Penalty 3037.990983 = -1309843.056708
  nChanged 3
		SP:Iteration 75Q (132077.160000 sec): 3 clusters
  Score: Raw -1312881.357700 + Penalty 3037.990983 = -1309843.366717
  nChanged 3
		SP:Iteration 76Q (132077.320000 sec): 3 clusters
  Score: Raw -1312881.994754 + Penalty 3037.990983 = -1309844.003771
  nChanged 6
		SP:Iteration 77Q (132077.520000 sec): 3 clusters
  Score: Raw -1312882.637794 + Penalty 3037.990983 = -1309844.646811
  nChanged 5
		SP:Iteration 78Q (132077.690000 sec): 3 clusters
  Score: Raw -1312883.630955 + Penalty 3037.990983 = -1309845.639972
  nChanged 7
		SP:Iteration 79Q (132077.910000 sec): 3 clusters
  Score: Raw -1312885.264344 + Penalty 3037.990983 = -1309847.273361
  nChanged 7
		SP:Iteration 80F (132078.120000 sec): 3 clusters
  Score: Raw -1312886.555956 + Penalty 3037.990983 = -1309848.564973
  nChanged 6
		SP:Iteration 81Q (132078.240000 sec): 3 clusters
  Score: Raw -1312887.185937 + Penalty 3037.990983 = -1309849.194954
  nChanged 4
		SP:Iteration 82Q (132078.410000 sec): 3 clusters
  Score: Raw -1312887.856191 + Penalty 3037.990983 = -1309849.865208
  nChanged 6
		SP:Iteration 83Q (132078.640000 sec): 3 clusters
  Score: Raw -1312888.856868 + Penalty 3037.990983 = -1309850.865885
  nChanged 7
		SP:Iteration 84Q (132078.760000 sec): 3 clusters
  Score: Raw -1312889.468501 + Penalty 3037.990983 = -1309851.477518
  nChanged 3
		SP:Iteration 85Q (132078.950000 sec): 3 clusters
  Score: Raw -1312889.963462 + Penalty 3037.990983 = -1309851.972479
  nChanged 3
		SP:Iteration 86Q (132079.160000 sec): 3 clusters
  Score: Raw -1312890.317119 + Penalty 3037.990983 = -1309852.326136
  nChanged 3
		SP:Iteration 87Q (132079.370000 sec): 3 clusters
  Score: Raw -1312890.449779 + Penalty 3037.990983 = -1309852.458796
  nChanged 3
		SP:Iteration 88Q (132079.570000 sec): 3 clusters
  Score: Raw -1312890.761910 + Penalty 3037.990983 = -1309852.770927
  nChanged 2
		SP:Iteration 89Q (132079.720000 sec): 3 clusters
  Score: Raw -1312890.839088 + Penalty 3037.990983 = -1309852.848105
  nChanged 2
		SP:Iteration 90Q (132079.930000 sec): 3 clusters
  Score: Raw -1312891.204701 + Penalty 3037.990983 = -1309853.213718
  nChanged 2
		SP:Iteration 91Q (132080.110000 sec): 3 clusters
  Score: Raw -1312891.443222 + Penalty 3037.990983 = -1309853.452239
  nChanged 1
		SP:Iteration 92Q (132080.320000 sec): 3 clusters
  Score: Raw -1312891.496423 + Penalty 3037.990983 = -1309853.505441
  nChanged 2
		SP:Iteration 93Q (132080.530000 sec): 3 clusters
  Score: Raw -1312891.859387 + Penalty 3037.990983 = -1309853.868404
  nChanged 1
		SP:Iteration 94Q (132080.730000 sec): 3 clusters
  Score: Raw -1312892.202750 + Penalty 3037.990983 = -1309854.211767
  nChanged 4
		SP:Iteration 95Q (132080.970000 sec): 3 clusters
  Score: Raw -1312893.083562 + Penalty 3037.990983 = -1309855.092579
  nChanged 5
		SP:Iteration 96Q (132081.170000 sec): 3 clusters
  Score: Raw -1312893.740881 + Penalty 3037.990983 = -1309855.749898
  nChanged 2
		SP:Iteration 97Q (132081.410000 sec): 3 clusters
  Score: Raw -1312894.117804 + Penalty 3037.990983 = -1309856.126821
  nChanged 2
		SP:Iteration 98Q (132081.570000 sec): 3 clusters
  Score: Raw -1312894.288345 + Penalty 3037.990983 = -1309856.297362
  nChanged 2
		SP:Iteration 99Q (132081.790000 sec): 3 clusters
  Score: Raw -1312894.569656 + Penalty 3037.990983 = -1309856.578673
  nChanged 1
		SP:Iteration 100F (132081.970000 sec): 3 clusters
  Score: Raw -1312894.627566 + Penalty 3037.990983 = -1309856.636583
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (29969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132082.220000 sec): 2 clusters
  Score: Raw -3667020.577647 + Penalty 1675.036804 = -3665345.540843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132082.590000 sec): 3 clusters
  Score: Raw -3648545.329011 + Penalty 3350.073608 = -3645195.255404
  nChanged 13785
		SP:Iteration 1F (132082.900000 sec): 3 clusters
  Score: Raw -3656362.699382 + Penalty 3350.073608 = -3653012.625774
  nChanged 1530
		SP:Iteration 2F (132083.200000 sec): 3 clusters
  Score: Raw -3656968.911886 + Penalty 3350.073608 = -3653618.838279
  nChanged 1608
		SP:Iteration 3F (132083.560000 sec): 3 clusters
  Score: Raw -3657686.312670 + Penalty 3350.073608 = -3654336.239062
  nChanged 1792
		SP:Iteration 4F (132083.870000 sec): 3 clusters
  Score: Raw -3658611.226514 + Penalty 3350.073608 = -3655261.152907
  nChanged 1911
		SP:Iteration 5F (132084.230000 sec): 3 clusters
  Score: Raw -3659698.420328 + Penalty 3350.073608 = -3656348.346720
  nChanged 1886
		SP:Iteration 6F (132084.650000 sec): 3 clusters
  Score: Raw -3660766.973825 + Penalty 3350.073608 = -3657416.900217
  nChanged 1580
		SP:Iteration 7F (132085.060000 sec): 3 clusters
  Score: Raw -3661618.387927 + Penalty 3350.073608 = -3658268.314320
  nChanged 1274
		SP:Iteration 8Q (132085.470000 sec): 3 clusters
  Score: Raw -3662342.508808 + Penalty 3350.073608 = -3658992.435200
  nChanged 1010
		SP:Iteration 9Q (132085.880000 sec): 3 clusters
  Score: Raw -3663076.964097 + Penalty 3350.073608 = -3659726.890490
  nChanged 934
		SP:Iteration 10Q (132086.250000 sec): 3 clusters
  Score: Raw -3663928.646423 + Penalty 3350.073608 = -3660578.572815
  nChanged 892
		SP:Iteration 11Q (132086.660000 sec): 3 clusters
  Score: Raw -3664795.884165 + Penalty 3350.073608 = -3661445.810557
  nChanged 808
		SP:Iteration 12Q (132087.030000 sec): 3 clusters
  Score: Raw -3665529.099048 + Penalty 3350.073608 = -3662179.025440
  nChanged 570
		SP:Iteration 13Q (132087.400000 sec): 3 clusters
  Score: Raw -3665947.694104 + Penalty 3350.073608 = -3662597.620497
  nChanged 440
		SP:Iteration 14Q (132087.770000 sec): 3 clusters
  Score: Raw -3666197.891405 + Penalty 3350.073608 = -3662847.817797
  nChanged 334
		SP:Iteration 15Q (132088.140000 sec): 3 clusters
  Score: Raw -3666372.258034 + Penalty 3350.073608 = -3663022.184426
  nChanged 287
		SP:Iteration 16Q (132088.510000 sec): 3 clusters
  Score: Raw -3666513.840582 + Penalty 3350.073608 = -3663163.766974
  nChanged 234
		SP:Iteration 17Q (132088.880000 sec): 3 clusters
  Score: Raw -3666613.971644 + Penalty 3350.073608 = -3663263.898036
  nChanged 223
		SP:Iteration 18Q (132089.250000 sec): 3 clusters
  Score: Raw -3666697.112930 + Penalty 3350.073608 = -3663347.039322
  nChanged 203
		SP:Iteration 19Q (132089.620000 sec): 3 clusters
  Score: Raw -3666766.081345 + Penalty 3350.073608 = -3663416.007737
  nChanged 178
		SP:Iteration 20F (132090.030000 sec): 3 clusters
  Score: Raw -3666817.634764 + Penalty 3350.073608 = -3663467.561156
  nChanged 136
		SP:Iteration 21Q (132090.400000 sec): 3 clusters
  Score: Raw -3666854.607295 + Penalty 3350.073608 = -3663504.533688
  nChanged 124
		SP:Iteration 22Q (132090.770000 sec): 3 clusters
  Score: Raw -3666887.212421 + Penalty 3350.073608 = -3663537.138813
  nChanged 114
		SP:Iteration 23Q (132091.140000 sec): 3 clusters
  Score: Raw -3666915.491808 + Penalty 3350.073608 = -3663565.418201
  nChanged 93
		SP:Iteration 24Q (132091.510000 sec): 3 clusters
  Score: Raw -3666937.652895 + Penalty 3350.073608 = -3663587.579287
  nChanged 89
		SP:Iteration 25Q (132091.880000 sec): 3 clusters
  Score: Raw -3666957.430796 + Penalty 3350.073608 = -3663607.357188
  nChanged 76
		SP:Iteration 26Q (132092.250000 sec): 3 clusters
  Score: Raw -3666973.054427 + Penalty 3350.073608 = -3663622.980820
  nChanged 78
		SP:Iteration 27Q (132092.620000 sec): 3 clusters
  Score: Raw -3666988.490363 + Penalty 3350.073608 = -3663638.416755
  nChanged 71
		SP:Iteration 28Q (132092.960000 sec): 3 clusters
  Score: Raw -3667003.129284 + Penalty 3350.073608 = -3663653.055676
  nChanged 62
		SP:Iteration 29Q (132093.310000 sec): 3 clusters
  Score: Raw -3667017.277766 + Penalty 3350.073608 = -3663667.204158
  nChanged 73
		SP:Iteration 30Q (132093.680000 sec): 3 clusters
  Score: Raw -3667034.180495 + Penalty 3350.073608 = -3663684.106887
  nChanged 80
		SP:Iteration 31Q (132094.050000 sec): 3 clusters
  Score: Raw -3667051.828112 + Penalty 3350.073608 = -3663701.754504
  nChanged 75
		SP:Iteration 32Q (132094.420000 sec): 3 clusters
  Score: Raw -3667068.735673 + Penalty 3350.073608 = -3663718.662066
  nChanged 74
		SP:Iteration 33Q (132094.790000 sec): 3 clusters
  Score: Raw -3667084.585611 + Penalty 3350.073608 = -3663734.512003
  nChanged 72
		SP:Iteration 34Q (132095.160000 sec): 3 clusters
  Score: Raw -3667101.551965 + Penalty 3350.073608 = -3663751.478357
  nChanged 74
		SP:Iteration 35Q (132095.530000 sec): 3 clusters
  Score: Raw -3667118.528339 + Penalty 3350.073608 = -3663768.454731
  nChanged 68
		SP:Iteration 36Q (132095.900000 sec): 3 clusters
  Score: Raw -3667133.452857 + Penalty 3350.073608 = -3663783.379250
  nChanged 69
		SP:Iteration 37Q (132096.270000 sec): 3 clusters
  Score: Raw -3667149.140276 + Penalty 3350.073608 = -3663799.066668
  nChanged 62
		SP:Iteration 38Q (132096.640000 sec): 3 clusters
  Score: Raw -3667163.041013 + Penalty 3350.073608 = -3663812.967406
  nChanged 57
		SP:Iteration 39Q (132097.010000 sec): 3 clusters
  Score: Raw -3667174.995941 + Penalty 3350.073608 = -3663824.922334
  nChanged 53
		SP:Iteration 40F (132097.420000 sec): 3 clusters
  Score: Raw -3667187.780356 + Penalty 3350.073608 = -3663837.706748
  nChanged 62
		SP:Iteration 41Q (132097.790000 sec): 3 clusters
  Score: Raw -3667204.357750 + Penalty 3350.073608 = -3663854.284142
  nChanged 57
		SP:Iteration 42Q (132098.170000 sec): 3 clusters
  Score: Raw -3667216.810383 + Penalty 3350.073608 = -3663866.736775
  nChanged 57
		SP:Iteration 43Q (132098.530000 sec): 3 clusters
  Score: Raw -3667230.688564 + Penalty 3350.073608 = -3663880.614956
  nChanged 53
		SP:Iteration 44Q (132098.910000 sec): 3 clusters
  Score: Raw -3667243.093886 + Penalty 3350.073608 = -3663893.020278
  nChanged 42
		SP:Iteration 45Q (132099.280000 sec): 3 clusters
  Score: Raw -3667252.104004 + Penalty 3350.073608 = -3663902.030396
  nChanged 44
		SP:Iteration 46Q (132099.650000 sec): 3 clusters
  Score: Raw -3667261.958964 + Penalty 3350.073608 = -3663911.885356
  nChanged 40
		SP:Iteration 47Q (132100.020000 sec): 3 clusters
  Score: Raw -3667271.035152 + Penalty 3350.073608 = -3663920.961545
  nChanged 31
		SP:Iteration 48Q (132100.390000 sec): 3 clusters
  Score: Raw -3667277.792395 + Penalty 3350.073608 = -3663927.718788
  nChanged 38
		SP:Iteration 49Q (132100.760000 sec): 3 clusters
  Score: Raw -3667285.825992 + Penalty 3350.073608 = -3663935.752384
  nChanged 35
		SP:Iteration 50Q (132101.130000 sec): 3 clusters
  Score: Raw -3667293.345589 + Penalty 3350.073608 = -3663943.271981
  nChanged 27
		SP:Iteration 51Q (132101.510000 sec): 3 clusters
  Score: Raw -3667300.222817 + Penalty 3350.073608 = -3663950.149209
  nChanged 23
		SP:Iteration 52Q (132101.870000 sec): 3 clusters
  Score: Raw -3667305.631300 + Penalty 3350.073608 = -3663955.557692
  nChanged 21
		SP:Iteration 53Q (132102.240000 sec): 3 clusters
  Score: Raw -3667309.566550 + Penalty 3350.073608 = -3663959.492942
  nChanged 28
		SP:Iteration 54Q (132102.610000 sec): 3 clusters
  Score: Raw -3667315.167790 + Penalty 3350.073608 = -3663965.094182
  nChanged 29
		SP:Iteration 55Q (132102.980000 sec): 3 clusters
  Score: Raw -3667322.096925 + Penalty 3350.073608 = -3663972.023317
  nChanged 27
		SP:Iteration 56Q (132103.350000 sec): 3 clusters
  Score: Raw -3667328.419028 + Penalty 3350.073608 = -3663978.345420
  nChanged 23
		SP:Iteration 57Q (132103.690000 sec): 3 clusters
  Score: Raw -3667333.720653 + Penalty 3350.073608 = -3663983.647045
  nChanged 30
		SP:Iteration 58Q (132104.030000 sec): 3 clusters
  Score: Raw -3667341.520213 + Penalty 3350.073608 = -3663991.446605
  nChanged 25
		SP:Iteration 59Q (132104.370000 sec): 3 clusters
  Score: Raw -3667347.206993 + Penalty 3350.073608 = -3663997.133386
  nChanged 26
		SP:Iteration 60F (132104.770000 sec): 3 clusters
  Score: Raw -3667353.075997 + Penalty 3350.073608 = -3664003.002389
  nChanged 25
		SP:Iteration 61Q (132105.090000 sec): 3 clusters
  Score: Raw -3667358.373581 + Penalty 3350.073608 = -3664008.299973
  nChanged 23
		SP:Iteration 62Q (132105.460000 sec): 3 clusters
  Score: Raw -3667362.864320 + Penalty 3350.073608 = -3664012.790713
  nChanged 13
		SP:Iteration 63Q (132105.740000 sec): 3 clusters
  Score: Raw -3667364.988014 + Penalty 3350.073608 = -3664014.914406
  nChanged 10
		SP:Iteration 64Q (132106.030000 sec): 3 clusters
  Score: Raw -3667367.269865 + Penalty 3350.073608 = -3664017.196257
  nChanged 15
		SP:Iteration 65Q (132106.340000 sec): 3 clusters
  Score: Raw -3667370.829745 + Penalty 3350.073608 = -3664020.756137
  nChanged 13
		SP:Iteration 66Q (132106.650000 sec): 3 clusters
  Score: Raw -3667373.093857 + Penalty 3350.073608 = -3664023.020249
  nChanged 8
		SP:Iteration 67Q (132106.950000 sec): 3 clusters
  Score: Raw -3667374.281903 + Penalty 3350.073608 = -3664024.208295
  nChanged 5
		SP:Iteration 68Q (132107.240000 sec): 3 clusters
  Score: Raw -3667375.292243 + Penalty 3350.073608 = -3664025.218635
  nChanged 4
		SP:Iteration 69Q (132107.550000 sec): 3 clusters
  Score: Raw -3667375.777096 + Penalty 3350.073608 = -3664025.703488
  nChanged 1
		SP:Iteration 70Q (132107.860000 sec): 3 clusters
  Score: Raw -3667375.960560 + Penalty 3350.073608 = -3664025.886952
  nChanged 2
		SP:Iteration 71Q (132108.210000 sec): 3 clusters
  Score: Raw -3667376.330671 + Penalty 3350.073608 = -3664026.257064
  nChanged 4
		SP:Iteration 72Q (132108.580000 sec): 3 clusters
  Score: Raw -3667376.911816 + Penalty 3350.073608 = -3664026.838208
  nChanged 3
		SP:Iteration 73Q (132108.960000 sec): 3 clusters
  Score: Raw -3667377.453556 + Penalty 3350.073608 = -3664027.379949
  nChanged 3
		SP:Iteration 74Q (132109.360000 sec): 3 clusters
  Score: Raw -3667377.937504 + Penalty 3350.073608 = -3664027.863897
  nChanged 4
		SP:Iteration 75Q (132109.680000 sec): 3 clusters
  Score: Raw -3667378.484734 + Penalty 3350.073608 = -3664028.411126
  nChanged 4
		SP:Iteration 76Q (132110.020000 sec): 3 clusters
  Score: Raw -3667378.945973 + Penalty 3350.073608 = -3664028.872366
  nChanged 3
		SP:Iteration 77Q (132110.310000 sec): 3 clusters
  Score: Raw -3667379.362886 + Penalty 3350.073608 = -3664029.289279
  nChanged 4
		SP:Iteration 78Q (132110.630000 sec): 3 clusters
  Score: Raw -3667379.935793 + Penalty 3350.073608 = -3664029.862185
  nChanged 2
		SP:Iteration 79Q (132111.030000 sec): 3 clusters
  Score: Raw -3667380.198034 + Penalty 3350.073608 = -3664030.124426
  nChanged 2
		SP:Iteration 80F (132111.380000 sec): 3 clusters
  Score: Raw -3667380.406793 + Penalty 3350.073608 = -3664030.333185
  nChanged 3
		SP:Iteration 81Q (132111.700000 sec): 3 clusters
  Score: Raw -3667380.867993 + Penalty 3350.073608 = -3664030.794385
  nChanged 2
		SP:Iteration 82Q (132112.050000 sec): 3 clusters
  Score: Raw -3667381.078121 + Penalty 3350.073608 = -3664031.004513
  nChanged 3
		SP:Iteration 83Q (132112.390000 sec): 3 clusters
  Score: Raw -3667381.719729 + Penalty 3350.073608 = -3664031.646121
  nChanged 4
		SP:Iteration 84Q (132112.810000 sec): 3 clusters
  Score: Raw -3667382.288140 + Penalty 3350.073608 = -3664032.214533
  nChanged 3
		SP:Iteration 85Q (132113.290000 sec): 3 clusters
  Score: Raw -3667382.634708 + Penalty 3350.073608 = -3664032.561101
  nChanged 5
		SP:Iteration 86Q (132113.640000 sec): 3 clusters
  Score: Raw -3667383.220011 + Penalty 3350.073608 = -3664033.146403
  nChanged 2
		SP:Iteration 87Q (132114.000000 sec): 3 clusters
  Score: Raw -3667383.396555 + Penalty 3350.073608 = -3664033.322948
  nChanged 2
		SP:Iteration 88Q (132114.280000 sec): 3 clusters
  Score: Raw -3667383.673757 + Penalty 3350.073608 = -3664033.600149
  nChanged 4
		SP:Iteration 89Q (132114.650000 sec): 3 clusters
  Score: Raw -3667384.109156 + Penalty 3350.073608 = -3664034.035548
  nChanged 2
		SP:Iteration 90Q (132114.900000 sec): 3 clusters
  Score: Raw -3667384.391898 + Penalty 3350.073608 = -3664034.318291
  nChanged 5
		SP:Iteration 91Q (132115.180000 sec): 3 clusters
  Score: Raw -3667384.968610 + Penalty 3350.073608 = -3664034.895002
  nChanged 3
		SP:Iteration 92Q (132115.440000 sec): 3 clusters
  Score: Raw -3667385.280179 + Penalty 3350.073608 = -3664035.206571
  nChanged 2
		SP:Iteration 93Q (132115.750000 sec): 3 clusters
  Score: Raw -3667385.701403 + Penalty 3350.073608 = -3664035.627796
  nChanged 2
		SP:Iteration 94Q (132116.040000 sec): 3 clusters
  Score: Raw -3667385.965757 + Penalty 3350.073608 = -3664035.892149
  nChanged 3
		SP:Iteration 95Q (132116.360000 sec): 3 clusters
  Score: Raw -3667386.557407 + Penalty 3350.073608 = -3664036.483799
  nChanged 6
		SP:Iteration 96Q (132116.650000 sec): 3 clusters
  Score: Raw -3667388.448317 + Penalty 3350.073608 = -3664038.374709
  nChanged 10
		SP:Iteration 97Q (132116.940000 sec): 3 clusters
  Score: Raw -3667390.759433 + Penalty 3350.073608 = -3664040.685825
  nChanged 8
		SP:Iteration 98Q (132117.210000 sec): 3 clusters
  Score: Raw -3667392.315312 + Penalty 3350.073608 = -3664042.241704
  nChanged 7
		SP:Iteration 99Q (132117.510000 sec): 3 clusters
  Score: Raw -3667393.090360 + Penalty 3350.073608 = -3664043.016752
  nChanged 1
		SP:Iteration 100F (132117.860000 sec): 3 clusters
  Score: Raw -3667393.125745 + Penalty 3350.073608 = -3664043.052137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (21955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132118.020000 sec): 2 clusters
  Score: Raw -2590138.374372 + Penalty 1624.471905 = -2588513.902467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132118.320000 sec): 3 clusters
  Score: Raw -2576803.312721 + Penalty 3248.943809 = -2573554.368911
  nChanged 9901
		SP:Iteration 1F (132118.630000 sec): 3 clusters
  Score: Raw -2582537.090656 + Penalty 3248.943809 = -2579288.146846
  nChanged 1409
		SP:Iteration 2F (132119.000000 sec): 3 clusters
  Score: Raw -2583310.395247 + Penalty 3248.943809 = -2580061.451437
  nChanged 1550
		SP:Iteration 3F (132119.380000 sec): 3 clusters
  Score: Raw -2584246.522317 + Penalty 3248.943809 = -2580997.578508
  nChanged 1588
		SP:Iteration 4F (132119.710000 sec): 3 clusters
  Score: Raw -2585277.468449 + Penalty 3248.943809 = -2582028.524639
  nChanged 1546
		SP:Iteration 5F (132120.120000 sec): 3 clusters
  Score: Raw -2586362.170856 + Penalty 3248.943809 = -2583113.227046
  nChanged 1373
		SP:Iteration 6F (132120.430000 sec): 3 clusters
  Score: Raw -2587362.804493 + Penalty 3248.943809 = -2584113.860684
  nChanged 1160
		SP:Iteration 7F (132120.740000 sec): 3 clusters
  Score: Raw -2588251.806840 + Penalty 3248.943809 = -2585002.863031
  nChanged 949
		SP:Iteration 8Q (132121.060000 sec): 3 clusters
  Score: Raw -2588971.654992 + Penalty 3248.943809 = -2585722.711183
  nChanged 737
		SP:Iteration 9Q (132121.350000 sec): 3 clusters
  Score: Raw -2589541.686419 + Penalty 3248.943809 = -2586292.742610
  nChanged 542
		SP:Iteration 10Q (132121.660000 sec): 3 clusters
  Score: Raw -2589917.393542 + Penalty 3248.943809 = -2586668.449733
  nChanged 357
		SP:Iteration 11Q (132121.910000 sec): 3 clusters
  Score: Raw -2590153.547470 + Penalty 3248.943809 = -2586904.603661
  nChanged 284
		SP:Iteration 12Q (132122.230000 sec): 3 clusters
  Score: Raw -2590333.405775 + Penalty 3248.943809 = -2587084.461966
  nChanged 234
		SP:Iteration 13Q (132122.460000 sec): 3 clusters
  Score: Raw -2590473.948069 + Penalty 3248.943809 = -2587225.004260
  nChanged 178
		SP:Iteration 14Q (132122.770000 sec): 3 clusters
  Score: Raw -2590590.146988 + Penalty 3248.943809 = -2587341.203178
  nChanged 146
		SP:Iteration 15Q (132123.060000 sec): 3 clusters
  Score: Raw -2590674.004530 + Penalty 3248.943809 = -2587425.060721
  nChanged 115
		SP:Iteration 16Q (132123.330000 sec): 3 clusters
  Score: Raw -2590734.577827 + Penalty 3248.943809 = -2587485.634018
  nChanged 92
		SP:Iteration 17Q (132123.710000 sec): 3 clusters
  Score: Raw -2590783.658697 + Penalty 3248.943809 = -2587534.714888
  nChanged 73
		SP:Iteration 18Q (132124.020000 sec): 3 clusters
  Score: Raw -2590822.981788 + Penalty 3248.943809 = -2587574.037978
  nChanged 43
		SP:Iteration 19Q (132124.280000 sec): 3 clusters
  Score: Raw -2590842.483044 + Penalty 3248.943809 = -2587593.539235
  nChanged 29
		SP:Iteration 20F (132124.640000 sec): 3 clusters
  Score: Raw -2590856.206656 + Penalty 3248.943809 = -2587607.262847
  nChanged 24
		SP:Iteration 21Q (132124.980000 sec): 3 clusters
  Score: Raw -2590865.129426 + Penalty 3248.943809 = -2587616.185617
  nChanged 17
		SP:Iteration 22Q (132125.190000 sec): 3 clusters
  Score: Raw -2590872.932685 + Penalty 3248.943809 = -2587623.988875
  nChanged 20
		SP:Iteration 23Q (132125.480000 sec): 3 clusters
  Score: Raw -2590880.573577 + Penalty 3248.943809 = -2587631.629767
  nChanged 17
		SP:Iteration 24Q (132125.790000 sec): 3 clusters
  Score: Raw -2590886.103818 + Penalty 3248.943809 = -2587637.160008
  nChanged 12
		SP:Iteration 25Q (132125.990000 sec): 3 clusters
  Score: Raw -2590890.960013 + Penalty 3248.943809 = -2587642.016203
  nChanged 6
		SP:Iteration 26Q (132126.210000 sec): 3 clusters
  Score: Raw -2590894.139410 + Penalty 3248.943809 = -2587645.195600
  nChanged 8
		SP:Iteration 27Q (132126.430000 sec): 3 clusters
  Score: Raw -2590897.585378 + Penalty 3248.943809 = -2587648.641568
  nChanged 5
		SP:Iteration 28Q (132126.710000 sec): 3 clusters
  Score: Raw -2590899.504179 + Penalty 3248.943809 = -2587650.560369
  nChanged 5
		SP:Iteration 29Q (132126.960000 sec): 3 clusters
  Score: Raw -2590901.047349 + Penalty 3248.943809 = -2587652.103539
  nChanged 4
		SP:Iteration 30Q (132127.230000 sec): 3 clusters
  Score: Raw -2590902.448017 + Penalty 3248.943809 = -2587653.504208
  nChanged 3
		SP:Iteration 31Q (132127.520000 sec): 3 clusters
  Score: Raw -2590903.448742 + Penalty 3248.943809 = -2587654.504933
  nChanged 4
		SP:Iteration 32Q (132127.820000 sec): 3 clusters
  Score: Raw -2590905.298831 + Penalty 3248.943809 = -2587656.355022
  nChanged 13
		SP:Iteration 33Q (132128.180000 sec): 3 clusters
  Score: Raw -2590910.508560 + Penalty 3248.943809 = -2587661.564750
  nChanged 11
		SP:Iteration 34Q (132128.520000 sec): 3 clusters
  Score: Raw -2590914.029049 + Penalty 3248.943809 = -2587665.085240
  nChanged 12
		SP:Iteration 35Q (132128.800000 sec): 3 clusters
  Score: Raw -2590917.396537 + Penalty 3248.943809 = -2587668.452728
  nChanged 9
		SP:Iteration 36Q (132129.110000 sec): 3 clusters
  Score: Raw -2590919.785203 + Penalty 3248.943809 = -2587670.841393
  nChanged 5
		SP:Iteration 37Q (132129.410000 sec): 3 clusters
  Score: Raw -2590921.085638 + Penalty 3248.943809 = -2587672.141829
  nChanged 3
		SP:Iteration 38Q (132129.650000 sec): 3 clusters
  Score: Raw -2590921.489038 + Penalty 3248.943809 = -2587672.545228
  nChanged 3
		SP:Iteration 39Q (132129.900000 sec): 3 clusters
  Score: Raw -2590922.184137 + Penalty 3248.943809 = -2587673.240328
  nChanged 2
		SP:Iteration 40F (132130.130000 sec): 3 clusters
  Score: Raw -2590923.348549 + Penalty 3248.943809 = -2587674.404740
  nChanged 3
		SP:Iteration 41Q (132130.360000 sec): 3 clusters
  Score: Raw -2590924.473258 + Penalty 3248.943809 = -2587675.529449
  nChanged 3
		SP:Iteration 42Q (132130.590000 sec): 3 clusters
  Score: Raw -2590926.100746 + Penalty 3248.943809 = -2587677.156937
  nChanged 4
		SP:Iteration 43Q (132130.830000 sec): 3 clusters
  Score: Raw -2590927.598976 + Penalty 3248.943809 = -2587678.655166
  nChanged 3
		SP:Iteration 44Q (132131.060000 sec): 3 clusters
  Score: Raw -2590927.991701 + Penalty 3248.943809 = -2587679.047891
  nChanged 3
		SP:Iteration 45Q (132131.290000 sec): 3 clusters
  Score: Raw -2590929.018465 + Penalty 3248.943809 = -2587680.074656
  nChanged 6
		SP:Iteration 46Q (132131.530000 sec): 3 clusters
  Score: Raw -2590930.529243 + Penalty 3248.943809 = -2587681.585433
  nChanged 7
		SP:Iteration 47Q (132131.800000 sec): 3 clusters
  Score: Raw -2590933.132753 + Penalty 3248.943809 = -2587684.188944
  nChanged 4
		SP:Iteration 48Q (132132.070000 sec): 3 clusters
  Score: Raw -2590934.467081 + Penalty 3248.943809 = -2587685.523271
  nChanged 3
		SP:Iteration 49Q (132132.290000 sec): 3 clusters
  Score: Raw -2590934.852832 + Penalty 3248.943809 = -2587685.909022
  nChanged 0
		SP:Iteration 50F (132132.540000 sec): 3 clusters
  Score: Raw -2590934.852832 + Penalty 3248.943809 = -2587685.909022
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132132.730000 sec): 2 clusters
  Score: Raw -2098696.840757 + Penalty 1593.257445 = -2097103.583313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132133.050000 sec): 3 clusters
  Score: Raw -2087852.609463 + Penalty 3186.514889 = -2084666.094574
  nChanged 8244
		SP:Iteration 1F (132133.370000 sec): 3 clusters
  Score: Raw -2092339.084310 + Penalty 3186.514889 = -2089152.569421
  nChanged 921
		SP:Iteration 2F (132133.750000 sec): 3 clusters
  Score: Raw -2092679.425472 + Penalty 3186.514889 = -2089492.910583
  nChanged 850
		SP:Iteration 3Q (132134.070000 sec): 3 clusters
  Score: Raw -2093015.638272 + Penalty 3186.514889 = -2089829.123383
  nChanged 842
		SP:Iteration 4Q (132134.410000 sec): 3 clusters
  Score: Raw -2093376.829716 + Penalty 3186.514889 = -2090190.314827
  nChanged 859
		SP:Iteration 5Q (132134.700000 sec): 3 clusters
  Score: Raw -2093805.476839 + Penalty 3186.514889 = -2090618.961950
  nChanged 881
		SP:Iteration 6Q (132135.000000 sec): 3 clusters
  Score: Raw -2094329.465322 + Penalty 3186.514889 = -2091142.950433
  nChanged 939
		SP:Iteration 7F (132135.360000 sec): 3 clusters
  Score: Raw -2094940.773602 + Penalty 3186.514889 = -2091754.258712
  nChanged 896
		SP:Iteration 8Q (132135.650000 sec): 3 clusters
  Score: Raw -2095595.877911 + Penalty 3186.514889 = -2092409.363022
  nChanged 803
		SP:Iteration 9Q (132135.950000 sec): 3 clusters
  Score: Raw -2096231.563841 + Penalty 3186.514889 = -2093045.048952
  nChanged 734
		SP:Iteration 10Q (132136.280000 sec): 3 clusters
  Score: Raw -2096737.237955 + Penalty 3186.514889 = -2093550.723066
  nChanged 620
		SP:Iteration 11Q (132136.590000 sec): 3 clusters
  Score: Raw -2097072.079731 + Penalty 3186.514889 = -2093885.564841
  nChanged 486
		SP:Iteration 12Q (132136.820000 sec): 3 clusters
  Score: Raw -2097298.296185 + Penalty 3186.514889 = -2094111.781296
  nChanged 371
		SP:Iteration 13Q (132137.110000 sec): 3 clusters
  Score: Raw -2097466.175841 + Penalty 3186.514889 = -2094279.660952
  nChanged 316
		SP:Iteration 14Q (132137.420000 sec): 3 clusters
  Score: Raw -2097597.229081 + Penalty 3186.514889 = -2094410.714192
  nChanged 282
		SP:Iteration 15Q (132137.720000 sec): 3 clusters
  Score: Raw -2097700.723373 + Penalty 3186.514889 = -2094514.208484
  nChanged 231
		SP:Iteration 16Q (132138.030000 sec): 3 clusters
  Score: Raw -2097783.858975 + Penalty 3186.514889 = -2094597.344086
  nChanged 217
		SP:Iteration 17Q (132138.320000 sec): 3 clusters
  Score: Raw -2097854.139101 + Penalty 3186.514889 = -2094667.624211
  nChanged 205
		SP:Iteration 18Q (132138.620000 sec): 3 clusters
  Score: Raw -2097922.962075 + Penalty 3186.514889 = -2094736.447185
  nChanged 202
		SP:Iteration 19Q (132138.940000 sec): 3 clusters
  Score: Raw -2097997.928217 + Penalty 3186.514889 = -2094811.413328
  nChanged 190
		SP:Iteration 20F (132139.270000 sec): 3 clusters
  Score: Raw -2098067.027055 + Penalty 3186.514889 = -2094880.512166
  nChanged 189
		SP:Iteration 21Q (132139.540000 sec): 3 clusters
  Score: Raw -2098141.299998 + Penalty 3186.514889 = -2094954.785109
  nChanged 202
		SP:Iteration 22Q (132139.830000 sec): 3 clusters
  Score: Raw -2098215.691221 + Penalty 3186.514889 = -2095029.176331
  nChanged 173
		SP:Iteration 23Q (132140.120000 sec): 3 clusters
  Score: Raw -2098287.281355 + Penalty 3186.514889 = -2095100.766466
  nChanged 184
		SP:Iteration 24Q (132140.430000 sec): 3 clusters
  Score: Raw -2098367.937289 + Penalty 3186.514889 = -2095181.422400
  nChanged 163
		SP:Iteration 25Q (132140.710000 sec): 3 clusters
  Score: Raw -2098439.912402 + Penalty 3186.514889 = -2095253.397513
  nChanged 154
		SP:Iteration 26Q (132140.980000 sec): 3 clusters
  Score: Raw -2098504.796077 + Penalty 3186.514889 = -2095318.281188
  nChanged 130
		SP:Iteration 27Q (132141.230000 sec): 3 clusters
  Score: Raw -2098558.058667 + Penalty 3186.514889 = -2095371.543777
  nChanged 113
		SP:Iteration 28Q (132141.460000 sec): 3 clusters
  Score: Raw -2098603.207194 + Penalty 3186.514889 = -2095416.692304
  nChanged 106
		SP:Iteration 29Q (132141.730000 sec): 3 clusters
  Score: Raw -2098640.427291 + Penalty 3186.514889 = -2095453.912401
  nChanged 77
		SP:Iteration 30Q (132142.020000 sec): 3 clusters
  Score: Raw -2098668.841444 + Penalty 3186.514889 = -2095482.326555
  nChanged 78
		SP:Iteration 31Q (132142.330000 sec): 3 clusters
  Score: Raw -2098696.753795 + Penalty 3186.514889 = -2095510.238905
  nChanged 65
		SP:Iteration 32Q (132142.620000 sec): 3 clusters
  Score: Raw -2098720.077320 + Penalty 3186.514889 = -2095533.562431
  nChanged 57
		SP:Iteration 33Q (132142.890000 sec): 3 clusters
  Score: Raw -2098742.922439 + Penalty 3186.514889 = -2095556.407549
  nChanged 48
		SP:Iteration 34Q (132143.210000 sec): 3 clusters
  Score: Raw -2098759.139157 + Penalty 3186.514889 = -2095572.624267
  nChanged 48
		SP:Iteration 35Q (132143.490000 sec): 3 clusters
  Score: Raw -2098776.122732 + Penalty 3186.514889 = -2095589.607843
  nChanged 49
		SP:Iteration 36Q (132143.790000 sec): 3 clusters
  Score: Raw -2098795.075364 + Penalty 3186.514889 = -2095608.560475
  nChanged 42
		SP:Iteration 37Q (132144.060000 sec): 3 clusters
  Score: Raw -2098809.983683 + Penalty 3186.514889 = -2095623.468794
  nChanged 41
		SP:Iteration 38Q (132144.350000 sec): 3 clusters
  Score: Raw -2098823.620520 + Penalty 3186.514889 = -2095637.105631
  nChanged 38
		SP:Iteration 39Q (132144.660000 sec): 3 clusters
  Score: Raw -2098834.690246 + Penalty 3186.514889 = -2095648.175356
  nChanged 34
		SP:Iteration 40F (132144.890000 sec): 3 clusters
  Score: Raw -2098847.425962 + Penalty 3186.514889 = -2095660.911073
  nChanged 36
		SP:Iteration 41Q (132145.180000 sec): 3 clusters
  Score: Raw -2098861.358138 + Penalty 3186.514889 = -2095674.843248
  nChanged 30
		SP:Iteration 42Q (132145.490000 sec): 3 clusters
  Score: Raw -2098874.565812 + Penalty 3186.514889 = -2095688.050922
  nChanged 34
		SP:Iteration 43Q (132145.770000 sec): 3 clusters
  Score: Raw -2098889.260466 + Penalty 3186.514889 = -2095702.745576
  nChanged 38
		SP:Iteration 44Q (132146.070000 sec): 3 clusters
  Score: Raw -2098907.760499 + Penalty 3186.514889 = -2095721.245610
  nChanged 29
		SP:Iteration 45Q (132146.400000 sec): 3 clusters
  Score: Raw -2098919.224270 + Penalty 3186.514889 = -2095732.709380
  nChanged 19
		SP:Iteration 46Q (132146.730000 sec): 3 clusters
  Score: Raw -2098924.867927 + Penalty 3186.514889 = -2095738.353037
  nChanged 8
		SP:Iteration 47Q (132147.030000 sec): 3 clusters
  Score: Raw -2098927.949433 + Penalty 3186.514889 = -2095741.434543
  nChanged 10
		SP:Iteration 48Q (132147.350000 sec): 3 clusters
  Score: Raw -2098931.531580 + Penalty 3186.514889 = -2095745.016690
  nChanged 10
		SP:Iteration 49Q (132147.620000 sec): 3 clusters
  Score: Raw -2098935.631616 + Penalty 3186.514889 = -2095749.116726
  nChanged 7
		SP:Iteration 50Q (132147.900000 sec): 3 clusters
  Score: Raw -2098937.879997 + Penalty 3186.514889 = -2095751.365107
  nChanged 15
		SP:Iteration 51Q (132148.220000 sec): 3 clusters
  Score: Raw -2098943.761212 + Penalty 3186.514889 = -2095757.246322
  nChanged 10
		SP:Iteration 52Q (132148.470000 sec): 3 clusters
  Score: Raw -2098948.393057 + Penalty 3186.514889 = -2095761.878167
  nChanged 12
		SP:Iteration 53Q (132148.760000 sec): 3 clusters
  Score: Raw -2098953.494940 + Penalty 3186.514889 = -2095766.980051
  nChanged 11
		SP:Iteration 54Q (132149.080000 sec): 3 clusters
  Score: Raw -2098957.202034 + Penalty 3186.514889 = -2095770.687145
  nChanged 7
		SP:Iteration 55Q (132149.380000 sec): 3 clusters
  Score: Raw -2098959.721911 + Penalty 3186.514889 = -2095773.207021
  nChanged 5
		SP:Iteration 56Q (132149.650000 sec): 3 clusters
  Score: Raw -2098961.572984 + Penalty 3186.514889 = -2095775.058095
  nChanged 7
		SP:Iteration 57Q (132149.960000 sec): 3 clusters
  Score: Raw -2098963.949019 + Penalty 3186.514889 = -2095777.434130
  nChanged 7
		SP:Iteration 58Q (132150.200000 sec): 3 clusters
  Score: Raw -2098966.606319 + Penalty 3186.514889 = -2095780.091429
  nChanged 9
		SP:Iteration 59Q (132150.520000 sec): 3 clusters
  Score: Raw -2098970.754103 + Penalty 3186.514889 = -2095784.239213
  nChanged 9
		SP:Iteration 60F (132150.770000 sec): 3 clusters
  Score: Raw -2098974.351657 + Penalty 3186.514889 = -2095787.836767
  nChanged 13
		SP:Iteration 61Q (132151.030000 sec): 3 clusters
  Score: Raw -2098979.986673 + Penalty 3186.514889 = -2095793.471784
  nChanged 12
		SP:Iteration 62Q (132151.380000 sec): 3 clusters
  Score: Raw -2098984.709294 + Penalty 3186.514889 = -2095798.194404
  nChanged 6
		SP:Iteration 63Q (132151.680000 sec): 3 clusters
  Score: Raw -2098987.070490 + Penalty 3186.514889 = -2095800.555600
  nChanged 5
		SP:Iteration 64Q (132151.980000 sec): 3 clusters
  Score: Raw -2098988.648019 + Penalty 3186.514889 = -2095802.133129
  nChanged 2
		SP:Iteration 65Q (132152.320000 sec): 3 clusters
  Score: Raw -2098989.269799 + Penalty 3186.514889 = -2095802.754909
  nChanged 0
		SP:Iteration 66F (132152.610000 sec): 3 clusters
  Score: Raw -2098989.269799 + Penalty 3186.514889 = -2095802.754909
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132152.710000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132152.840000 sec): 3 clusters
  Score: Raw -59150.166152 + Penalty 2040.519463 = -57109.646689
  nChanged 128
		SP:Iteration 1F (132153.050000 sec): 3 clusters
  Score: Raw -59336.719488 + Penalty 2040.519463 = -57296.200025
  nChanged 34
		SP:Iteration 2F (132153.170000 sec): 3 clusters
  Score: Raw -59384.059991 + Penalty 2040.519463 = -57343.540528
  nChanged 18
		SP:Iteration 3Q (132153.330000 sec): 3 clusters
  Score: Raw -59417.776447 + Penalty 2040.519463 = -57377.256984
  nChanged 14
		SP:Iteration 4Q (132153.460000 sec): 3 clusters
  Score: Raw -59445.279191 + Penalty 2040.519463 = -57404.759728
  nChanged 14
		SP:Iteration 5Q (132153.590000 sec): 3 clusters
  Score: Raw -59471.563870 + Penalty 2040.519463 = -57431.044407
  nChanged 11
		SP:Iteration 6Q (132153.740000 sec): 3 clusters
  Score: Raw -59507.323105 + Penalty 2040.519463 = -57466.803642
  nChanged 9
		SP:Iteration 7Q (132153.880000 sec): 3 clusters
  Score: Raw -59533.229360 + Penalty 2040.519463 = -57492.709897
  nChanged 7
		SP:Iteration 8Q (132154.010000 sec): 3 clusters
  Score: Raw -59546.697810 + Penalty 2040.519463 = -57506.178347
  nChanged 3
		SP:Iteration 9Q (132154.140000 sec): 3 clusters
  Score: Raw -59557.642058 + Penalty 2040.519463 = -57517.122595
  nChanged 1
		SP:Iteration 10Q (132154.280000 sec): 3 clusters
  Score: Raw -59559.088987 + Penalty 2040.519463 = -57518.569525
  nChanged 1
		SP:Iteration 11Q (132154.460000 sec): 3 clusters
  Score: Raw -59560.825540 + Penalty 2040.519463 = -57520.306077
  nChanged 0
		SP:Iteration 12F (132154.600000 sec): 3 clusters
  Score: Raw -59560.825540 + Penalty 2040.519463 = -57520.306077
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (60972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132155.040000 sec): 2 clusters
  Score: Raw -7132211.293895 + Penalty 1790.452628 = -7130420.841267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132155.600000 sec): 3 clusters
  Score: Raw -7093425.588134 + Penalty 3580.905257 = -7089844.682877
  nChanged 28716
		SP:Iteration 1F (132156.050000 sec): 3 clusters
  Score: Raw -7109792.491007 + Penalty 3580.905257 = -7106211.585750
  nChanged 2077
		SP:Iteration 2Q (132156.590000 sec): 3 clusters
  Score: Raw -7110303.422705 + Penalty 3580.905257 = -7106722.517448
  nChanged 2121
		SP:Iteration 3Q (132157.160000 sec): 3 clusters
  Score: Raw -7110897.383232 + Penalty 3580.905257 = -7107316.477975
  nChanged 2392
		SP:Iteration 4Q (132157.710000 sec): 3 clusters
  Score: Raw -7111759.881728 + Penalty 3580.905257 = -7108178.976471
  nChanged 2984
		SP:Iteration 5Q (132158.300000 sec): 3 clusters
  Score: Raw -7113101.281144 + Penalty 3580.905257 = -7109520.375887
  nChanged 3653
		SP:Iteration 6F (132158.830000 sec): 3 clusters
  Score: Raw -7115254.302759 + Penalty 3580.905257 = -7111673.397502
  nChanged 4337
		SP:Iteration 7F (132159.340000 sec): 3 clusters
  Score: Raw -7118374.011827 + Penalty 3580.905257 = -7114793.106570
  nChanged 4477
		SP:Iteration 8F (132159.820000 sec): 3 clusters
  Score: Raw -7122058.688577 + Penalty 3580.905257 = -7118477.783320
  nChanged 3934
		SP:Iteration 9F (132160.330000 sec): 3 clusters
  Score: Raw -7125536.200688 + Penalty 3580.905257 = -7121955.295431
  nChanged 2939
		SP:Iteration 10Q (132160.840000 sec): 3 clusters
  Score: Raw -7128141.025652 + Penalty 3580.905257 = -7124560.120395
  nChanged 1990
		SP:Iteration 11Q (132161.440000 sec): 3 clusters
  Score: Raw -7129731.877532 + Penalty 3580.905257 = -7126150.972275
  nChanged 1333
		SP:Iteration 12Q (132162.040000 sec): 3 clusters
  Score: Raw -7130699.243713 + Penalty 3580.905257 = -7127118.338456
  nChanged 952
		SP:Iteration 13Q (132162.610000 sec): 3 clusters
  Score: Raw -7131332.333341 + Penalty 3580.905257 = -7127751.428084
  nChanged 728
		SP:Iteration 14Q (132163.080000 sec): 3 clusters
  Score: Raw -7131807.821786 + Penalty 3580.905257 = -7128226.916529
  nChanged 548
		SP:Iteration 15Q (132163.550000 sec): 3 clusters
  Score: Raw -7132142.110887 + Penalty 3580.905257 = -7128561.205630
  nChanged 408
		SP:Iteration 16Q (132164.050000 sec): 3 clusters
  Score: Raw -7132385.679107 + Penalty 3580.905257 = -7128804.773850
  nChanged 301
		SP:Iteration 17Q (132164.550000 sec): 3 clusters
  Score: Raw -7132544.050349 + Penalty 3580.905257 = -7128963.145092
  nChanged 227
		SP:Iteration 18Q (132165.150000 sec): 3 clusters
  Score: Raw -7132640.592414 + Penalty 3580.905257 = -7129059.687157
  nChanged 164
		SP:Iteration 19Q (132165.740000 sec): 3 clusters
  Score: Raw -7132699.367926 + Penalty 3580.905257 = -7129118.462669
  nChanged 122
		SP:Iteration 20F (132166.250000 sec): 3 clusters
  Score: Raw -7132733.914451 + Penalty 3580.905257 = -7129153.009194
  nChanged 92
		SP:Iteration 21Q (132166.750000 sec): 3 clusters
  Score: Raw -7132762.085109 + Penalty 3580.905257 = -7129181.179853
  nChanged 79
		SP:Iteration 22Q (132167.360000 sec): 3 clusters
  Score: Raw -7132787.855264 + Penalty 3580.905257 = -7129206.950007
  nChanged 66
		SP:Iteration 23Q (132167.890000 sec): 3 clusters
  Score: Raw -7132806.705188 + Penalty 3580.905257 = -7129225.799931
  nChanged 51
		SP:Iteration 24Q (132168.370000 sec): 3 clusters
  Score: Raw -7132820.155830 + Penalty 3580.905257 = -7129239.250573
  nChanged 39
		SP:Iteration 25Q (132168.800000 sec): 3 clusters
  Score: Raw -7132831.745911 + Penalty 3580.905257 = -7129250.840654
  nChanged 44
		SP:Iteration 26Q (132169.290000 sec): 3 clusters
  Score: Raw -7132845.648016 + Penalty 3580.905257 = -7129264.742759
  nChanged 35
		SP:Iteration 27Q (132169.760000 sec): 3 clusters
  Score: Raw -7132855.385010 + Penalty 3580.905257 = -7129274.479753
  nChanged 28
		SP:Iteration 28Q (132170.240000 sec): 3 clusters
  Score: Raw -7132863.686743 + Penalty 3580.905257 = -7129282.781486
  nChanged 30
		SP:Iteration 29Q (132170.740000 sec): 3 clusters
  Score: Raw -7132872.353863 + Penalty 3580.905257 = -7129291.448606
  nChanged 21
		SP:Iteration 30Q (132171.220000 sec): 3 clusters
  Score: Raw -7132876.896673 + Penalty 3580.905257 = -7129295.991416
  nChanged 22
		SP:Iteration 31Q (132171.720000 sec): 3 clusters
  Score: Raw -7132883.832837 + Penalty 3580.905257 = -7129302.927580
  nChanged 22
		SP:Iteration 32Q (132172.230000 sec): 3 clusters
  Score: Raw -7132890.070515 + Penalty 3580.905257 = -7129309.165259
  nChanged 19
		SP:Iteration 33Q (132172.740000 sec): 3 clusters
  Score: Raw -7132895.753280 + Penalty 3580.905257 = -7129314.848023
  nChanged 17
		SP:Iteration 34Q (132173.220000 sec): 3 clusters
  Score: Raw -7132899.618642 + Penalty 3580.905257 = -7129318.713385
  nChanged 17
		SP:Iteration 35Q (132173.650000 sec): 3 clusters
  Score: Raw -7132903.981529 + Penalty 3580.905257 = -7129323.076272
  nChanged 11
		SP:Iteration 36Q (132174.120000 sec): 3 clusters
  Score: Raw -7132906.518522 + Penalty 3580.905257 = -7129325.613265
  nChanged 12
		SP:Iteration 37Q (132174.650000 sec): 3 clusters
  Score: Raw -7132909.727980 + Penalty 3580.905257 = -7129328.822723
  nChanged 9
		SP:Iteration 38Q (132175.170000 sec): 3 clusters
  Score: Raw -7132911.521719 + Penalty 3580.905257 = -7129330.616462
  nChanged 5
		SP:Iteration 39Q (132175.640000 sec): 3 clusters
  Score: Raw -7132912.891572 + Penalty 3580.905257 = -7129331.986315
  nChanged 6
		SP:Iteration 40F (132176.140000 sec): 3 clusters
  Score: Raw -7132913.774470 + Penalty 3580.905257 = -7129332.869213
  nChanged 4
		SP:Iteration 41Q (132176.660000 sec): 3 clusters
  Score: Raw -7132914.476678 + Penalty 3580.905257 = -7129333.571421
  nChanged 3
		SP:Iteration 42Q (132177.150000 sec): 3 clusters
  Score: Raw -7132914.692138 + Penalty 3580.905257 = -7129333.786881
  nChanged 2
		SP:Iteration 43Q (132177.670000 sec): 3 clusters
  Score: Raw -7132914.905576 + Penalty 3580.905257 = -7129334.000319
  nChanged 0
		SP:Iteration 44F (132178.100000 sec): 3 clusters
  Score: Raw -7132914.905576 + Penalty 3580.905257 = -7129334.000319
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (98658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132178.660000 sec): 2 clusters
  Score: Raw -11190555.068747 + Penalty 1868.654873 = -11188686.413874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132179.440000 sec): 3 clusters
  Score: Raw -11126510.513688 + Penalty 3737.309746 = -11122773.203942
  nChanged 47245
		SP:Iteration 1F (132180.220000 sec): 3 clusters
  Score: Raw -11155090.988213 + Penalty 3737.309746 = -11151353.678467
  nChanged 4186
		SP:Iteration 2Q (132180.980000 sec): 3 clusters
  Score: Raw -11156585.471633 + Penalty 3737.309746 = -11152848.161887
  nChanged 4448
		SP:Iteration 3Q (132181.750000 sec): 3 clusters
  Score: Raw -11158318.465947 + Penalty 3737.309746 = -11154581.156201
  nChanged 4592
		SP:Iteration 4Q (132182.480000 sec): 3 clusters
  Score: Raw -11160322.815144 + Penalty 3737.309746 = -11156585.505398
  nChanged 4789
		SP:Iteration 5Q (132183.170000 sec): 3 clusters
  Score: Raw -11162612.363149 + Penalty 3737.309746 = -11158875.053403
  nChanged 4932
		SP:Iteration 6Q (132183.960000 sec): 3 clusters
  Score: Raw -11165076.918619 + Penalty 3737.309746 = -11161339.608873
  nChanged 5041
		SP:Iteration 7F (132184.750000 sec): 3 clusters
  Score: Raw -11167871.138621 + Penalty 3737.309746 = -11164133.828875
  nChanged 5365
		SP:Iteration 8F (132185.390000 sec): 3 clusters
  Score: Raw -11171043.869942 + Penalty 3737.309746 = -11167306.560196
  nChanged 5523
		SP:Iteration 9F (132186.090000 sec): 3 clusters
  Score: Raw -11174553.484657 + Penalty 3737.309746 = -11170816.174911
  nChanged 5561
		SP:Iteration 10F (132186.820000 sec): 3 clusters
  Score: Raw -11178301.728048 + Penalty 3737.309746 = -11174564.418302
  nChanged 5059
		SP:Iteration 11F (132187.600000 sec): 3 clusters
  Score: Raw -11181836.952103 + Penalty 3737.309746 = -11178099.642357
  nChanged 4191
		SP:Iteration 12Q (132188.360000 sec): 3 clusters
  Score: Raw -11184799.788721 + Penalty 3737.309746 = -11181062.478975
  nChanged 3177
		SP:Iteration 13Q (132189.070000 sec): 3 clusters
  Score: Raw -11186993.703739 + Penalty 3737.309746 = -11183256.393993
  nChanged 2225
		SP:Iteration 14Q (132189.740000 sec): 3 clusters
  Score: Raw -11188483.945056 + Penalty 3737.309746 = -11184746.635310
  nChanged 1500
		SP:Iteration 15Q (132190.390000 sec): 3 clusters
  Score: Raw -11189481.753336 + Penalty 3737.309746 = -11185744.443590
  nChanged 950
		SP:Iteration 16Q (132191.090000 sec): 3 clusters
  Score: Raw -11190067.452601 + Penalty 3737.309746 = -11186330.142855
  nChanged 531
		SP:Iteration 17Q (132191.780000 sec): 3 clusters
  Score: Raw -11190385.018163 + Penalty 3737.309746 = -11186647.708417
  nChanged 351
		SP:Iteration 18Q (132192.440000 sec): 3 clusters
  Score: Raw -11190590.099717 + Penalty 3737.309746 = -11186852.789971
  nChanged 233
		SP:Iteration 19Q (132193.050000 sec): 3 clusters
  Score: Raw -11190722.928546 + Penalty 3737.309746 = -11186985.618800
  nChanged 145
		SP:Iteration 20F (132193.770000 sec): 3 clusters
  Score: Raw -11190803.282358 + Penalty 3737.309746 = -11187065.972612
  nChanged 100
		SP:Iteration 21Q (132194.480000 sec): 3 clusters
  Score: Raw -11190852.411365 + Penalty 3737.309746 = -11187115.101619
  nChanged 64
		SP:Iteration 22Q (132195.140000 sec): 3 clusters
  Score: Raw -11190882.754848 + Penalty 3737.309746 = -11187145.445102
  nChanged 52
		SP:Iteration 23Q (132195.760000 sec): 3 clusters
  Score: Raw -11190907.162887 + Penalty 3737.309746 = -11187169.853142
  nChanged 37
		SP:Iteration 24Q (132196.370000 sec): 3 clusters
  Score: Raw -11190928.292611 + Penalty 3737.309746 = -11187190.982865
  nChanged 39
		SP:Iteration 25Q (132196.940000 sec): 3 clusters
  Score: Raw -11190946.719713 + Penalty 3737.309746 = -11187209.409967
  nChanged 31
		SP:Iteration 26Q (132197.570000 sec): 3 clusters
  Score: Raw -11190961.021352 + Penalty 3737.309746 = -11187223.711606
  nChanged 17
		SP:Iteration 27Q (132198.180000 sec): 3 clusters
  Score: Raw -11190969.304089 + Penalty 3737.309746 = -11187231.994343
  nChanged 15
		SP:Iteration 28Q (132198.800000 sec): 3 clusters
  Score: Raw -11190976.664526 + Penalty 3737.309746 = -11187239.354780
  nChanged 9
		SP:Iteration 29Q (132199.420000 sec): 3 clusters
  Score: Raw -11190980.421702 + Penalty 3737.309746 = -11187243.111957
  nChanged 12
		SP:Iteration 30Q (132200.060000 sec): 3 clusters
  Score: Raw -11190986.228331 + Penalty 3737.309746 = -11187248.918585
  nChanged 15
		SP:Iteration 31Q (132200.720000 sec): 3 clusters
  Score: Raw -11190992.294412 + Penalty 3737.309746 = -11187254.984666
  nChanged 8
		SP:Iteration 32Q (132201.440000 sec): 3 clusters
  Score: Raw -11190994.976134 + Penalty 3737.309746 = -11187257.666388
  nChanged 4
		SP:Iteration 33Q (132202.060000 sec): 3 clusters
  Score: Raw -11190996.089616 + Penalty 3737.309746 = -11187258.779870
  nChanged 3
		SP:Iteration 34Q (132202.700000 sec): 3 clusters
  Score: Raw -11190997.129708 + Penalty 3737.309746 = -11187259.819962
  nChanged 2
		SP:Iteration 35Q (132203.350000 sec): 3 clusters
  Score: Raw -11190997.682699 + Penalty 3737.309746 = -11187260.372954
  nChanged 3
		SP:Iteration 36Q (132204.140000 sec): 3 clusters
  Score: Raw -11190998.735199 + Penalty 3737.309746 = -11187261.425454
  nChanged 3
		SP:Iteration 37Q (132204.850000 sec): 3 clusters
  Score: Raw -11190999.907130 + Penalty 3737.309746 = -11187262.597384
  nChanged 3
		SP:Iteration 38Q (132205.490000 sec): 3 clusters
  Score: Raw -11191000.955220 + Penalty 3737.309746 = -11187263.645474
  nChanged 2
		SP:Iteration 39Q (132206.130000 sec): 3 clusters
  Score: Raw -11191001.964808 + Penalty 3737.309746 = -11187264.655062
  nChanged 3
		SP:Iteration 40F (132206.990000 sec): 3 clusters
  Score: Raw -11191002.554589 + Penalty 3737.309746 = -11187265.244843
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132207.300000 sec): 2 clusters
  Score: Raw -4574908.488583 + Penalty 1711.543616 = -4573196.944968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132207.740000 sec): 3 clusters
  Score: Raw -4551413.718216 + Penalty 3423.087231 = -4547990.630984
  nChanged 17393
		SP:Iteration 1F (132208.200000 sec): 3 clusters
  Score: Raw -4561460.916284 + Penalty 3423.087231 = -4558037.829052
  nChanged 1991
		SP:Iteration 2F (132208.640000 sec): 3 clusters
  Score: Raw -4562271.629304 + Penalty 3423.087231 = -4558848.542072
  nChanged 2077
		SP:Iteration 3F (132209.080000 sec): 3 clusters
  Score: Raw -4563198.670282 + Penalty 3423.087231 = -4559775.583051
  nChanged 2133
		SP:Iteration 4F (132209.550000 sec): 3 clusters
  Score: Raw -4564258.378067 + Penalty 3423.087231 = -4560835.290836
  nChanged 2220
		SP:Iteration 5F (132210.030000 sec): 3 clusters
  Score: Raw -4565431.674830 + Penalty 3423.087231 = -4562008.587598
  nChanged 2217
		SP:Iteration 6F (132210.460000 sec): 3 clusters
  Score: Raw -4566635.696802 + Penalty 3423.087231 = -4563212.609570
  nChanged 2011
		SP:Iteration 7F (132210.890000 sec): 3 clusters
  Score: Raw -4567716.143384 + Penalty 3423.087231 = -4564293.056152
  nChanged 1820
		SP:Iteration 8Q (132211.380000 sec): 3 clusters
  Score: Raw -4568606.026049 + Penalty 3423.087231 = -4565182.938818
  nChanged 1488
		SP:Iteration 9Q (132211.850000 sec): 3 clusters
  Score: Raw -4569353.569320 + Penalty 3423.087231 = -4565930.482088
  nChanged 1342
		SP:Iteration 10Q (132212.280000 sec): 3 clusters
  Score: Raw -4570180.948325 + Penalty 3423.087231 = -4566757.861093
  nChanged 1267
		SP:Iteration 11Q (132212.750000 sec): 3 clusters
  Score: Raw -4571138.488551 + Penalty 3423.087231 = -4567715.401320
  nChanged 1280
		SP:Iteration 12Q (132213.180000 sec): 3 clusters
  Score: Raw -4572090.180532 + Penalty 3423.087231 = -4568667.093300
  nChanged 1071
		SP:Iteration 13Q (132213.660000 sec): 3 clusters
  Score: Raw -4572716.260916 + Penalty 3423.087231 = -4569293.173685
  nChanged 803
		SP:Iteration 14Q (132214.090000 sec): 3 clusters
  Score: Raw -4573125.617427 + Penalty 3423.087231 = -4569702.530196
  nChanged 650
		SP:Iteration 15Q (132214.520000 sec): 3 clusters
  Score: Raw -4573449.822151 + Penalty 3423.087231 = -4570026.734919
  nChanged 555
		SP:Iteration 16Q (132215.000000 sec): 3 clusters
  Score: Raw -4573698.020338 + Penalty 3423.087231 = -4570274.933106
  nChanged 485
		SP:Iteration 17Q (132215.480000 sec): 3 clusters
  Score: Raw -4573901.861229 + Penalty 3423.087231 = -4570478.773997
  nChanged 441
		SP:Iteration 18Q (132215.910000 sec): 3 clusters
  Score: Raw -4574082.558006 + Penalty 3423.087231 = -4570659.470774
  nChanged 419
		SP:Iteration 19Q (132216.390000 sec): 3 clusters
  Score: Raw -4574264.680879 + Penalty 3423.087231 = -4570841.593647
  nChanged 384
		SP:Iteration 20F (132216.780000 sec): 3 clusters
  Score: Raw -4574417.263610 + Penalty 3423.087231 = -4570994.176378
  nChanged 336
		SP:Iteration 21Q (132217.210000 sec): 3 clusters
  Score: Raw -4574544.313122 + Penalty 3423.087231 = -4571121.225890
  nChanged 312
		SP:Iteration 22Q (132217.680000 sec): 3 clusters
  Score: Raw -4574667.210401 + Penalty 3423.087231 = -4571244.123170
  nChanged 311
		SP:Iteration 23Q (132218.110000 sec): 3 clusters
  Score: Raw -4574789.336966 + Penalty 3423.087231 = -4571366.249734
  nChanged 261
		SP:Iteration 24Q (132218.590000 sec): 3 clusters
  Score: Raw -4574891.994722 + Penalty 3423.087231 = -4571468.907491
  nChanged 262
		SP:Iteration 25Q (132219.030000 sec): 3 clusters
  Score: Raw -4574989.727536 + Penalty 3423.087231 = -4571566.640305
  nChanged 238
		SP:Iteration 26Q (132219.510000 sec): 3 clusters
  Score: Raw -4575065.651974 + Penalty 3423.087231 = -4571642.564743
  nChanged 220
		SP:Iteration 27Q (132219.950000 sec): 3 clusters
  Score: Raw -4575137.145799 + Penalty 3423.087231 = -4571714.058567
  nChanged 223
		SP:Iteration 28Q (132220.420000 sec): 3 clusters
  Score: Raw -4575215.604071 + Penalty 3423.087231 = -4571792.516839
  nChanged 215
		SP:Iteration 29Q (132220.860000 sec): 3 clusters
  Score: Raw -4575289.499206 + Penalty 3423.087231 = -4571866.411974
  nChanged 173
		SP:Iteration 30Q (132221.240000 sec): 3 clusters
  Score: Raw -4575339.189827 + Penalty 3423.087231 = -4571916.102596
  nChanged 165
		SP:Iteration 31Q (132221.630000 sec): 3 clusters
  Score: Raw -4575384.185077 + Penalty 3423.087231 = -4571961.097845
  nChanged 126
		SP:Iteration 32Q (132222.060000 sec): 3 clusters
  Score: Raw -4575414.006342 + Penalty 3423.087231 = -4571990.919111
  nChanged 110
		SP:Iteration 33Q (132222.450000 sec): 3 clusters
  Score: Raw -4575439.998127 + Penalty 3423.087231 = -4572016.910896
  nChanged 95
		SP:Iteration 34Q (132222.840000 sec): 3 clusters
  Score: Raw -4575462.634982 + Penalty 3423.087231 = -4572039.547751
  nChanged 95
		SP:Iteration 35Q (132223.230000 sec): 3 clusters
  Score: Raw -4575487.532138 + Penalty 3423.087231 = -4572064.444907
  nChanged 92
		SP:Iteration 36Q (132223.610000 sec): 3 clusters
  Score: Raw -4575510.536016 + Penalty 3423.087231 = -4572087.448784
  nChanged 100
		SP:Iteration 37Q (132224.000000 sec): 3 clusters
  Score: Raw -4575539.027011 + Penalty 3423.087231 = -4572115.939780
  nChanged 93
		SP:Iteration 38Q (132224.440000 sec): 3 clusters
  Score: Raw -4575560.675570 + Penalty 3423.087231 = -4572137.588338
  nChanged 69
		SP:Iteration 39Q (132224.830000 sec): 3 clusters
  Score: Raw -4575577.582917 + Penalty 3423.087231 = -4572154.495686
  nChanged 76
		SP:Iteration 40F (132225.230000 sec): 3 clusters
  Score: Raw -4575597.194828 + Penalty 3423.087231 = -4572174.107596
  nChanged 73
		SP:Iteration 41Q (132225.670000 sec): 3 clusters
  Score: Raw -4575615.833245 + Penalty 3423.087231 = -4572192.746013
  nChanged 75
		SP:Iteration 42Q (132226.030000 sec): 3 clusters
  Score: Raw -4575634.083129 + Penalty 3423.087231 = -4572210.995898
  nChanged 65
		SP:Iteration 43Q (132226.390000 sec): 3 clusters
  Score: Raw -4575649.040975 + Penalty 3423.087231 = -4572225.953744
  nChanged 61
		SP:Iteration 44Q (132226.770000 sec): 3 clusters
  Score: Raw -4575661.638332 + Penalty 3423.087231 = -4572238.551101
  nChanged 51
		SP:Iteration 45Q (132227.110000 sec): 3 clusters
  Score: Raw -4575671.903600 + Penalty 3423.087231 = -4572248.816369
  nChanged 48
		SP:Iteration 46Q (132227.430000 sec): 3 clusters
  Score: Raw -4575680.378214 + Penalty 3423.087231 = -4572257.290982
  nChanged 41
		SP:Iteration 47Q (132227.770000 sec): 3 clusters
  Score: Raw -4575689.611067 + Penalty 3423.087231 = -4572266.523836
  nChanged 39
		SP:Iteration 48Q (132228.140000 sec): 3 clusters
  Score: Raw -4575698.183487 + Penalty 3423.087231 = -4572275.096256
  nChanged 30
		SP:Iteration 49Q (132228.500000 sec): 3 clusters
  Score: Raw -4575703.344131 + Penalty 3423.087231 = -4572280.256899
  nChanged 28
		SP:Iteration 50Q (132228.830000 sec): 3 clusters
  Score: Raw -4575708.315588 + Penalty 3423.087231 = -4572285.228356
  nChanged 26
		SP:Iteration 51Q (132229.200000 sec): 3 clusters
  Score: Raw -4575713.283419 + Penalty 3423.087231 = -4572290.196188
  nChanged 29
		SP:Iteration 52Q (132229.590000 sec): 3 clusters
  Score: Raw -4575718.075649 + Penalty 3423.087231 = -4572294.988418
  nChanged 26
		SP:Iteration 53Q (132229.900000 sec): 3 clusters
  Score: Raw -4575721.772523 + Penalty 3423.087231 = -4572298.685292
  nChanged 21
		SP:Iteration 54Q (132230.280000 sec): 3 clusters
  Score: Raw -4575725.677604 + Penalty 3423.087231 = -4572302.590373
  nChanged 20
		SP:Iteration 55Q (132230.620000 sec): 3 clusters
  Score: Raw -4575730.366852 + Penalty 3423.087231 = -4572307.279620
  nChanged 24
		SP:Iteration 56Q (132231.010000 sec): 3 clusters
  Score: Raw -4575733.862268 + Penalty 3423.087231 = -4572310.775036
  nChanged 20
		SP:Iteration 57Q (132231.330000 sec): 3 clusters
  Score: Raw -4575737.003628 + Penalty 3423.087231 = -4572313.916397
  nChanged 17
		SP:Iteration 58Q (132231.720000 sec): 3 clusters
  Score: Raw -4575739.101373 + Penalty 3423.087231 = -4572316.014142
  nChanged 15
		SP:Iteration 59Q (132232.050000 sec): 3 clusters
  Score: Raw -4575741.521998 + Penalty 3423.087231 = -4572318.434767
  nChanged 15
		SP:Iteration 60F (132232.420000 sec): 3 clusters
  Score: Raw -4575744.021692 + Penalty 3423.087231 = -4572320.934461
  nChanged 15
		SP:Iteration 61Q (132232.890000 sec): 3 clusters
  Score: Raw -4575746.451550 + Penalty 3423.087231 = -4572323.364319
  nChanged 12
		SP:Iteration 62Q (132233.350000 sec): 3 clusters
  Score: Raw -4575748.148522 + Penalty 3423.087231 = -4572325.061291
  nChanged 9
		SP:Iteration 63Q (132233.690000 sec): 3 clusters
  Score: Raw -4575749.779837 + Penalty 3423.087231 = -4572326.692606
  nChanged 13
		SP:Iteration 64Q (132234.080000 sec): 3 clusters
  Score: Raw -4575751.545087 + Penalty 3423.087231 = -4572328.457856
  nChanged 6
		SP:Iteration 65Q (132234.420000 sec): 3 clusters
  Score: Raw -4575752.045821 + Penalty 3423.087231 = -4572328.958590
  nChanged 4
		SP:Iteration 66Q (132234.770000 sec): 3 clusters
  Score: Raw -4575752.340323 + Penalty 3423.087231 = -4572329.253092
  nChanged 1
		SP:Iteration 67Q (132235.170000 sec): 3 clusters
  Score: Raw -4575752.464740 + Penalty 3423.087231 = -4572329.377508
  nChanged 2
		SP:Iteration 68Q (132235.470000 sec): 3 clusters
  Score: Raw -4575752.708262 + Penalty 3423.087231 = -4572329.621031
  nChanged 0
		SP:Iteration 69F (132235.770000 sec): 3 clusters
  Score: Raw -4575752.708262 + Penalty 3423.087231 = -4572329.621031
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (314037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132237.420000 sec): 2 clusters
  Score: Raw -38205843.091267 + Penalty 2056.805740 = -38203786.285527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132239.430000 sec): 3 clusters
  Score: Raw -37996195.344555 + Penalty 4113.611480 = -37992081.733075
  nChanged 152951
		SP:Iteration 1F (132241.440000 sec): 3 clusters
  Score: Raw -38087330.147286 + Penalty 4113.611480 = -38083216.535806
  nChanged 8480
		SP:Iteration 2Q (132243.600000 sec): 3 clusters
  Score: Raw -38089201.022752 + Penalty 4113.611480 = -38085087.411272
  nChanged 9666
		SP:Iteration 3Q (132245.490000 sec): 3 clusters
  Score: Raw -38091828.363494 + Penalty 4113.611480 = -38087714.752014
  nChanged 11423
		SP:Iteration 4Q (132247.570000 sec): 3 clusters
  Score: Raw -38095693.280179 + Penalty 4113.611480 = -38091579.668699
  nChanged 13375
		SP:Iteration 5Q (132249.700000 sec): 3 clusters
  Score: Raw -38101311.485060 + Penalty 4113.611480 = -38097197.873580
  nChanged 15268
		SP:Iteration 6Q (132251.800000 sec): 3 clusters
  Score: Raw -38109275.143750 + Penalty 4113.611480 = -38105161.532270
  nChanged 17074
		SP:Iteration 7F (132253.790000 sec): 3 clusters
  Score: Raw -38119395.952776 + Penalty 4113.611480 = -38115282.341296
  nChanged 17909
		SP:Iteration 8F (132255.800000 sec): 3 clusters
  Score: Raw -38131013.277542 + Penalty 4113.611480 = -38126899.666062
  nChanged 18179
		SP:Iteration 9F (132257.880000 sec): 3 clusters
  Score: Raw -38142946.651197 + Penalty 4113.611480 = -38138833.039717
  nChanged 17781
		SP:Iteration 10F (132259.920000 sec): 3 clusters
  Score: Raw -38154718.648779 + Penalty 4113.611480 = -38150605.037299
  nChanged 17321
		SP:Iteration 11F (132261.910000 sec): 3 clusters
  Score: Raw -38166249.622807 + Penalty 4113.611480 = -38162136.011327
  nChanged 16222
		SP:Iteration 12F (132263.800000 sec): 3 clusters
  Score: Raw -38176987.382095 + Penalty 4113.611480 = -38172873.770615
  nChanged 14143
		SP:Iteration 13Q (132265.690000 sec): 3 clusters
  Score: Raw -38186338.116404 + Penalty 4113.611480 = -38182224.504924
  nChanged 11371
		SP:Iteration 14Q (132267.500000 sec): 3 clusters
  Score: Raw -38193776.382265 + Penalty 4113.611480 = -38189662.770785
  nChanged 8501
		SP:Iteration 15Q (132269.450000 sec): 3 clusters
  Score: Raw -38199192.571040 + Penalty 4113.611480 = -38195078.959560
  nChanged 5622
		SP:Iteration 16Q (132271.350000 sec): 3 clusters
  Score: Raw -38202659.260583 + Penalty 4113.611480 = -38198545.649103
  nChanged 3570
		SP:Iteration 17Q (132273.230000 sec): 3 clusters
  Score: Raw -38204728.925836 + Penalty 4113.611480 = -38200615.314356
  nChanged 2153
		SP:Iteration 18Q (132275.110000 sec): 3 clusters
  Score: Raw -38205902.930521 + Penalty 4113.611480 = -38201789.319041
  nChanged 1340
		SP:Iteration 19Q (132276.970000 sec): 3 clusters
  Score: Raw -38206601.305150 + Penalty 4113.611480 = -38202487.693670
  nChanged 821
		SP:Iteration 20F (132278.990000 sec): 3 clusters
  Score: Raw -38206995.604344 + Penalty 4113.611480 = -38202881.992864
  nChanged 521
		SP:Iteration 21Q (132280.740000 sec): 3 clusters
  Score: Raw -38207257.343688 + Penalty 4113.611480 = -38203143.732208
  nChanged 359
		SP:Iteration 22Q (132282.590000 sec): 3 clusters
  Score: Raw -38207423.941876 + Penalty 4113.611480 = -38203310.330396
  nChanged 236
		SP:Iteration 23Q (132284.440000 sec): 3 clusters
  Score: Raw -38207512.006380 + Penalty 4113.611480 = -38203398.394900
  nChanged 183
		SP:Iteration 24Q (132285.990000 sec): 3 clusters
  Score: Raw -38207570.637656 + Penalty 4113.611480 = -38203457.026176
  nChanged 148
		SP:Iteration 25Q (132287.680000 sec): 3 clusters
  Score: Raw -38207612.212739 + Penalty 4113.611480 = -38203498.601259
  nChanged 121
		SP:Iteration 26Q (132289.490000 sec): 3 clusters
  Score: Raw -38207639.789597 + Penalty 4113.611480 = -38203526.178117
  nChanged 91
		SP:Iteration 27Q (132291.170000 sec): 3 clusters
  Score: Raw -38207655.426559 + Penalty 4113.611480 = -38203541.815079
  nChanged 49
		SP:Iteration 28Q (132293.060000 sec): 3 clusters
  Score: Raw -38207662.859023 + Penalty 4113.611480 = -38203549.247543
  nChanged 37
		SP:Iteration 29Q (132294.740000 sec): 3 clusters
  Score: Raw -38207668.217567 + Penalty 4113.611480 = -38203554.606087
  nChanged 25
		SP:Iteration 30Q (132296.530000 sec): 3 clusters
  Score: Raw -38207672.096328 + Penalty 4113.611480 = -38203558.484848
  nChanged 28
		SP:Iteration 31Q (132298.340000 sec): 3 clusters
  Score: Raw -38207676.464170 + Penalty 4113.611480 = -38203562.852690
  nChanged 34
		SP:Iteration 32Q (132300.130000 sec): 3 clusters
  Score: Raw -38207681.638378 + Penalty 4113.611480 = -38203568.026898
  nChanged 27
		SP:Iteration 33Q (132302.220000 sec): 3 clusters
  Score: Raw -38207685.427894 + Penalty 4113.611480 = -38203571.816414
  nChanged 23
		SP:Iteration 34Q (132304.450000 sec): 3 clusters
  Score: Raw -38207689.467628 + Penalty 4113.611480 = -38203575.856148
  nChanged 21
		SP:Iteration 35Q (132306.740000 sec): 3 clusters
  Score: Raw -38207692.426615 + Penalty 4113.611480 = -38203578.815135
  nChanged 11
		SP:Iteration 36Q (132308.990000 sec): 3 clusters
  Score: Raw -38207693.526122 + Penalty 4113.611480 = -38203579.914642
  nChanged 8
		SP:Iteration 37Q (132311.230000 sec): 3 clusters
  Score: Raw -38207694.553546 + Penalty 4113.611480 = -38203580.942066
  nChanged 8
		SP:Iteration 38Q (132313.470000 sec): 3 clusters
  Score: Raw -38207695.470755 + Penalty 4113.611480 = -38203581.859275
  nChanged 7
		SP:Iteration 39Q (132315.700000 sec): 3 clusters
  Score: Raw -38207696.334929 + Penalty 4113.611480 = -38203582.723449
  nChanged 3
		SP:Iteration 40F (132317.640000 sec): 3 clusters
  Score: Raw -38207696.661406 + Penalty 4113.611480 = -38203583.049926
  nChanged 2
		SP:Iteration 41Q (132319.520000 sec): 3 clusters
  Score: Raw -38207696.934041 + Penalty 4113.611480 = -38203583.322561
  nChanged 1
		SP:Iteration 42Q (132321.290000 sec): 3 clusters
  Score: Raw -38207697.045688 + Penalty 4113.611480 = -38203583.434208
  nChanged 4
		SP:Iteration 43Q (132323.100000 sec): 3 clusters
  Score: Raw -38207697.399646 + Penalty 4113.611480 = -38203583.788166
  nChanged 0
		SP:Iteration 44F (132325.040000 sec): 3 clusters
  Score: Raw -38207697.399646 + Penalty 4113.611480 = -38203583.788166
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132325.630000 sec): 2 clusters
  Score: Raw -8551068.532182 + Penalty 1817.531659 = -8549251.000523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132326.280000 sec): 3 clusters
  Score: Raw -8504653.910240 + Penalty 3635.063319 = -8501018.846922
  nChanged 34215
		SP:Iteration 1F (132326.940000 sec): 3 clusters
  Score: Raw -8524249.300184 + Penalty 3635.063319 = -8520614.236865
  nChanged 2387
		SP:Iteration 2Q (132327.620000 sec): 3 clusters
  Score: Raw -8524845.720759 + Penalty 3635.063319 = -8521210.657441
  nChanged 2402
		SP:Iteration 3Q (132328.270000 sec): 3 clusters
  Score: Raw -8525466.078591 + Penalty 3635.063319 = -8521831.015272
  nChanged 2456
		SP:Iteration 4Q (132328.880000 sec): 3 clusters
  Score: Raw -8526169.794697 + Penalty 3635.063319 = -8522534.731379
  nChanged 2619
		SP:Iteration 5Q (132329.450000 sec): 3 clusters
  Score: Raw -8527046.766703 + Penalty 3635.063319 = -8523411.703385
  nChanged 2877
		SP:Iteration 6Q (132330.060000 sec): 3 clusters
  Score: Raw -8528187.189646 + Penalty 3635.063319 = -8524552.126328
  nChanged 3331
		SP:Iteration 7Q (132330.770000 sec): 3 clusters
  Score: Raw -8529929.581771 + Penalty 3635.063319 = -8526294.518452
  nChanged 4251
		SP:Iteration 8F (132331.370000 sec): 3 clusters
  Score: Raw -8532713.231253 + Penalty 3635.063319 = -8529078.167934
  nChanged 5148
		SP:Iteration 9F (132331.880000 sec): 3 clusters
  Score: Raw -8536696.755618 + Penalty 3635.063319 = -8533061.692299
  nChanged 5519
		SP:Iteration 10F (132332.420000 sec): 3 clusters
  Score: Raw -8541380.883720 + Penalty 3635.063319 = -8537745.820401
  nChanged 4797
		SP:Iteration 11F (132333.000000 sec): 3 clusters
  Score: Raw -8545585.500398 + Penalty 3635.063319 = -8541950.437080
  nChanged 3419
		SP:Iteration 12Q (132333.560000 sec): 3 clusters
  Score: Raw -8548575.604916 + Penalty 3635.063319 = -8544940.541597
  nChanged 1834
		SP:Iteration 13Q (132334.180000 sec): 3 clusters
  Score: Raw -8550147.400647 + Penalty 3635.063319 = -8546512.337329
  nChanged 854
		SP:Iteration 14Q (132334.720000 sec): 3 clusters
  Score: Raw -8550926.154782 + Penalty 3635.063319 = -8547291.091463
  nChanged 397
		SP:Iteration 15Q (132335.230000 sec): 3 clusters
  Score: Raw -8551299.056014 + Penalty 3635.063319 = -8547663.992695
  nChanged 250
		SP:Iteration 16Q (132335.730000 sec): 3 clusters
  Score: Raw -8551508.234671 + Penalty 3635.063319 = -8547873.171353
  nChanged 162
		SP:Iteration 17Q (132336.240000 sec): 3 clusters
  Score: Raw -8551631.243701 + Penalty 3635.063319 = -8547996.180382
  nChanged 113
		SP:Iteration 18Q (132336.720000 sec): 3 clusters
  Score: Raw -8551715.248003 + Penalty 3635.063319 = -8548080.184685
  nChanged 116
		SP:Iteration 19Q (132337.200000 sec): 3 clusters
  Score: Raw -8551794.679397 + Penalty 3635.063319 = -8548159.616078
  nChanged 104
		SP:Iteration 20F (132337.740000 sec): 3 clusters
  Score: Raw -8551865.011186 + Penalty 3635.063319 = -8548229.947868
  nChanged 96
		SP:Iteration 21Q (132338.340000 sec): 3 clusters
  Score: Raw -8551926.538415 + Penalty 3635.063319 = -8548291.475097
  nChanged 80
		SP:Iteration 22Q (132338.940000 sec): 3 clusters
  Score: Raw -8551972.540111 + Penalty 3635.063319 = -8548337.476792
  nChanged 59
		SP:Iteration 23Q (132339.530000 sec): 3 clusters
  Score: Raw -8551997.264656 + Penalty 3635.063319 = -8548362.201337
  nChanged 40
		SP:Iteration 24Q (132340.000000 sec): 3 clusters
  Score: Raw -8552010.770135 + Penalty 3635.063319 = -8548375.706816
  nChanged 31
		SP:Iteration 25Q (132340.430000 sec): 3 clusters
  Score: Raw -8552020.016475 + Penalty 3635.063319 = -8548384.953156
  nChanged 15
		SP:Iteration 26Q (132340.940000 sec): 3 clusters
  Score: Raw -8552026.571467 + Penalty 3635.063319 = -8548391.508148
  nChanged 18
		SP:Iteration 27Q (132341.470000 sec): 3 clusters
  Score: Raw -8552032.957809 + Penalty 3635.063319 = -8548397.894490
  nChanged 14
		SP:Iteration 28Q (132342.010000 sec): 3 clusters
  Score: Raw -8552038.306367 + Penalty 3635.063319 = -8548403.243048
  nChanged 16
		SP:Iteration 29Q (132342.630000 sec): 3 clusters
  Score: Raw -8552045.479139 + Penalty 3635.063319 = -8548410.415821
  nChanged 30
		SP:Iteration 30Q (132343.150000 sec): 3 clusters
  Score: Raw -8552058.429593 + Penalty 3635.063319 = -8548423.366274
  nChanged 22
		SP:Iteration 31Q (132343.700000 sec): 3 clusters
  Score: Raw -8552064.132245 + Penalty 3635.063319 = -8548429.068927
  nChanged 21
		SP:Iteration 32Q (132344.210000 sec): 3 clusters
  Score: Raw -8552070.970913 + Penalty 3635.063319 = -8548435.907595
  nChanged 18
		SP:Iteration 33Q (132344.750000 sec): 3 clusters
  Score: Raw -8552076.347384 + Penalty 3635.063319 = -8548441.284066
  nChanged 10
		SP:Iteration 34Q (132345.300000 sec): 3 clusters
  Score: Raw -8552079.010282 + Penalty 3635.063319 = -8548443.946963
  nChanged 5
		SP:Iteration 35Q (132345.870000 sec): 3 clusters
  Score: Raw -8552080.493783 + Penalty 3635.063319 = -8548445.430464
  nChanged 4
		SP:Iteration 36Q (132346.340000 sec): 3 clusters
  Score: Raw -8552081.585800 + Penalty 3635.063319 = -8548446.522481
  nChanged 2
		SP:Iteration 37Q (132346.830000 sec): 3 clusters
  Score: Raw -8552082.395757 + Penalty 3635.063319 = -8548447.332438
  nChanged 4
		SP:Iteration 38Q (132347.430000 sec): 3 clusters
  Score: Raw -8552083.027919 + Penalty 3635.063319 = -8548447.964600
  nChanged 1
		SP:Iteration 39Q (132348.050000 sec): 3 clusters
  Score: Raw -8552083.427572 + Penalty 3635.063319 = -8548448.364253
  nChanged 0
		SP:Iteration 40F (132348.640000 sec): 3 clusters
  Score: Raw -8552083.427572 + Penalty 3635.063319 = -8548448.364253
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132348.770000 sec): 2 clusters
  Score: Raw -677372.877996 + Penalty 1426.553038 = -675946.324958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132349.050000 sec): 3 clusters
  Score: Raw -673914.272457 + Penalty 2853.106077 = -671061.166380
  nChanged 2674
		SP:Iteration 1F (132349.250000 sec): 3 clusters
  Score: Raw -675544.962050 + Penalty 2853.106077 = -672691.855973
  nChanged 562
		SP:Iteration 2F (132349.370000 sec): 3 clusters
  Score: Raw -676022.881817 + Penalty 2853.106077 = -673169.775740
  nChanged 518
		SP:Iteration 3F (132349.550000 sec): 3 clusters
  Score: Raw -676530.174993 + Penalty 2853.106077 = -673677.068916
  nChanged 498
		SP:Iteration 4F (132349.730000 sec): 3 clusters
  Score: Raw -676995.442472 + Penalty 2853.106077 = -674142.336395
  nChanged 414
		SP:Iteration 5F (132349.910000 sec): 3 clusters
  Score: Raw -677329.594284 + Penalty 2853.106077 = -674476.488207
  nChanged 318
		SP:Iteration 6Q (132350.080000 sec): 3 clusters
  Score: Raw -677539.489623 + Penalty 2853.106077 = -674686.383547
  nChanged 230
		SP:Iteration 7Q (132350.270000 sec): 3 clusters
  Score: Raw -677670.471266 + Penalty 2853.106077 = -674817.365189
  nChanged 156
		SP:Iteration 8Q (132350.450000 sec): 3 clusters
  Score: Raw -677738.412032 + Penalty 2853.106077 = -674885.305955
  nChanged 105
		SP:Iteration 9Q (132350.640000 sec): 3 clusters
  Score: Raw -677774.836944 + Penalty 2853.106077 = -674921.730867
  nChanged 74
		SP:Iteration 10Q (132350.810000 sec): 3 clusters
  Score: Raw -677803.881742 + Penalty 2853.106077 = -674950.775665
  nChanged 64
		SP:Iteration 11Q (132351.020000 sec): 3 clusters
  Score: Raw -677825.380873 + Penalty 2853.106077 = -674972.274797
  nChanged 66
		SP:Iteration 12Q (132351.250000 sec): 3 clusters
  Score: Raw -677850.163416 + Penalty 2853.106077 = -674997.057339
  nChanged 77
		SP:Iteration 13Q (132351.410000 sec): 3 clusters
  Score: Raw -677875.296248 + Penalty 2853.106077 = -675022.190171
  nChanged 64
		SP:Iteration 14Q (132351.620000 sec): 3 clusters
  Score: Raw -677898.387089 + Penalty 2853.106077 = -675045.281012
  nChanged 54
		SP:Iteration 15Q (132351.800000 sec): 3 clusters
  Score: Raw -677915.828716 + Penalty 2853.106077 = -675062.722639
  nChanged 52
		SP:Iteration 16Q (132352.000000 sec): 3 clusters
  Score: Raw -677934.214900 + Penalty 2853.106077 = -675081.108823
  nChanged 47
		SP:Iteration 17Q (132352.190000 sec): 3 clusters
  Score: Raw -677948.401839 + Penalty 2853.106077 = -675095.295762
  nChanged 42
		SP:Iteration 18Q (132352.390000 sec): 3 clusters
  Score: Raw -677959.514174 + Penalty 2853.106077 = -675106.408097
  nChanged 34
		SP:Iteration 19Q (132352.600000 sec): 3 clusters
  Score: Raw -677970.326157 + Penalty 2853.106077 = -675117.220080
  nChanged 39
		SP:Iteration 20F (132352.810000 sec): 3 clusters
  Score: Raw -677982.085691 + Penalty 2853.106077 = -675128.979614
  nChanged 33
		SP:Iteration 21Q (132352.990000 sec): 3 clusters
  Score: Raw -677989.687934 + Penalty 2853.106077 = -675136.581857
  nChanged 29
		SP:Iteration 22Q (132353.210000 sec): 3 clusters
  Score: Raw -677997.102003 + Penalty 2853.106077 = -675143.995926
  nChanged 27
		SP:Iteration 23Q (132353.400000 sec): 3 clusters
  Score: Raw -678004.465034 + Penalty 2853.106077 = -675151.358957
  nChanged 30
		SP:Iteration 24Q (132353.630000 sec): 3 clusters
  Score: Raw -678012.862480 + Penalty 2853.106077 = -675159.756403
  nChanged 26
		SP:Iteration 25Q (132353.910000 sec): 3 clusters
  Score: Raw -678022.654048 + Penalty 2853.106077 = -675169.547971
  nChanged 32
		SP:Iteration 26Q (132354.100000 sec): 3 clusters
  Score: Raw -678032.581841 + Penalty 2853.106077 = -675179.475764
  nChanged 28
		SP:Iteration 27Q (132354.290000 sec): 3 clusters
  Score: Raw -678038.889979 + Penalty 2853.106077 = -675185.783902
  nChanged 21
		SP:Iteration 28Q (132354.540000 sec): 3 clusters
  Score: Raw -678043.092965 + Penalty 2853.106077 = -675189.986888
  nChanged 19
		SP:Iteration 29Q (132354.750000 sec): 3 clusters
  Score: Raw -678047.290643 + Penalty 2853.106077 = -675194.184566
  nChanged 15
		SP:Iteration 30Q (132354.970000 sec): 3 clusters
  Score: Raw -678049.669236 + Penalty 2853.106077 = -675196.563159
  nChanged 10
		SP:Iteration 31Q (132355.200000 sec): 3 clusters
  Score: Raw -678051.003579 + Penalty 2853.106077 = -675197.897502
  nChanged 10
		SP:Iteration 32Q (132355.410000 sec): 3 clusters
  Score: Raw -678052.969519 + Penalty 2853.106077 = -675199.863442
  nChanged 9
		SP:Iteration 33Q (132355.650000 sec): 3 clusters
  Score: Raw -678054.811785 + Penalty 2853.106077 = -675201.705708
  nChanged 13
		SP:Iteration 34Q (132355.890000 sec): 3 clusters
  Score: Raw -678057.050098 + Penalty 2853.106077 = -675203.944021
  nChanged 10
		SP:Iteration 35Q (132356.110000 sec): 3 clusters
  Score: Raw -678058.840808 + Penalty 2853.106077 = -675205.734731
  nChanged 6
		SP:Iteration 36Q (132356.340000 sec): 3 clusters
  Score: Raw -678059.536962 + Penalty 2853.106077 = -675206.430885
  nChanged 4
		SP:Iteration 37Q (132356.550000 sec): 3 clusters
  Score: Raw -678060.308544 + Penalty 2853.106077 = -675207.202467
  nChanged 5
		SP:Iteration 38Q (132356.730000 sec): 3 clusters
  Score: Raw -678060.931135 + Penalty 2853.106077 = -675207.825058
  nChanged 3
		SP:Iteration 39Q (132357.010000 sec): 3 clusters
  Score: Raw -678061.591066 + Penalty 2853.106077 = -675208.484989
  nChanged 7
		SP:Iteration 40F (132357.230000 sec): 3 clusters
  Score: Raw -678063.353394 + Penalty 2853.106077 = -675210.247317
  nChanged 10
		SP:Iteration 41Q (132357.400000 sec): 3 clusters
  Score: Raw -678065.478269 + Penalty 2853.106077 = -675212.372192
  nChanged 12
		SP:Iteration 42Q (132357.640000 sec): 3 clusters
  Score: Raw -678068.820637 + Penalty 2853.106077 = -675215.714560
  nChanged 19
		SP:Iteration 43Q (132357.800000 sec): 3 clusters
  Score: Raw -678073.596101 + Penalty 2853.106077 = -675220.490024
  nChanged 15
		SP:Iteration 44Q (132358.000000 sec): 3 clusters
  Score: Raw -678075.868389 + Penalty 2853.106077 = -675222.762312
  nChanged 12
		SP:Iteration 45Q (132358.190000 sec): 3 clusters
  Score: Raw -678077.931089 + Penalty 2853.106077 = -675224.825012
  nChanged 6
		SP:Iteration 46Q (132358.330000 sec): 3 clusters
  Score: Raw -678079.127038 + Penalty 2853.106077 = -675226.020961
  nChanged 5
		SP:Iteration 47Q (132358.520000 sec): 3 clusters
  Score: Raw -678079.919753 + Penalty 2853.106077 = -675226.813676
  nChanged 6
		SP:Iteration 48Q (132358.690000 sec): 3 clusters
  Score: Raw -678081.513029 + Penalty 2853.106077 = -675228.406952
  nChanged 8
		SP:Iteration 49Q (132358.860000 sec): 3 clusters
  Score: Raw -678083.330187 + Penalty 2853.106077 = -675230.224110
  nChanged 13
		SP:Iteration 50Q (132359.010000 sec): 3 clusters
  Score: Raw -678085.974597 + Penalty 2853.106077 = -675232.868520
  nChanged 9
		SP:Iteration 51Q (132359.200000 sec): 3 clusters
  Score: Raw -678088.160752 + Penalty 2853.106077 = -675235.054675
  nChanged 8
		SP:Iteration 52Q (132359.390000 sec): 3 clusters
  Score: Raw -678089.693434 + Penalty 2853.106077 = -675236.587357
  nChanged 7
		SP:Iteration 53Q (132359.580000 sec): 3 clusters
  Score: Raw -678090.616658 + Penalty 2853.106077 = -675237.510581
  nChanged 2
		SP:Iteration 54Q (132359.780000 sec): 3 clusters
  Score: Raw -678090.987873 + Penalty 2853.106077 = -675237.881796
  nChanged 4
		SP:Iteration 55Q (132359.970000 sec): 3 clusters
  Score: Raw -678091.847064 + Penalty 2853.106077 = -675238.740987
  nChanged 4
		SP:Iteration 56Q (132360.150000 sec): 3 clusters
  Score: Raw -678092.867394 + Penalty 2853.106077 = -675239.761317
  nChanged 6
		SP:Iteration 57Q (132360.300000 sec): 3 clusters
  Score: Raw -678094.277256 + Penalty 2853.106077 = -675241.171179
  nChanged 5
		SP:Iteration 58Q (132360.470000 sec): 3 clusters
  Score: Raw -678095.556830 + Penalty 2853.106077 = -675242.450753
  nChanged 5
		SP:Iteration 59Q (132360.660000 sec): 3 clusters
  Score: Raw -678096.563928 + Penalty 2853.106077 = -675243.457851
  nChanged 2
		SP:Iteration 60F (132360.870000 sec): 3 clusters
  Score: Raw -678096.745921 + Penalty 2853.106077 = -675243.639844
  nChanged 1
		SP:Iteration 61Q (132361.070000 sec): 3 clusters
  Score: Raw -678096.816486 + Penalty 2853.106077 = -675243.710409
  nChanged 0
		SP:Iteration 62F (132361.240000 sec): 3 clusters
  Score: Raw -678096.816486 + Penalty 2853.106077 = -675243.710409
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (46102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132361.580000 sec): 2 clusters
  Score: Raw -5310940.363684 + Penalty 1745.024387 = -5309195.339297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132362.010000 sec): 3 clusters
  Score: Raw -5281882.492103 + Penalty 3490.048774 = -5278392.443329
  nChanged 21522
		SP:Iteration 1F (132362.420000 sec): 3 clusters
  Score: Raw -5294230.362533 + Penalty 3490.048774 = -5290740.313759
  nChanged 2202
		SP:Iteration 2Q (132362.860000 sec): 3 clusters
  Score: Raw -5295083.707026 + Penalty 3490.048774 = -5291593.658252
  nChanged 2287
		SP:Iteration 3Q (132363.320000 sec): 3 clusters
  Score: Raw -5296070.536592 + Penalty 3490.048774 = -5292580.487818
  nChanged 2448
		SP:Iteration 4F (132363.830000 sec): 3 clusters
  Score: Raw -5297315.955582 + Penalty 3490.048774 = -5293825.906809
  nChanged 2719
		SP:Iteration 5F (132364.310000 sec): 3 clusters
  Score: Raw -5298869.934614 + Penalty 3490.048774 = -5295379.885840
  nChanged 2837
		SP:Iteration 6F (132364.780000 sec): 3 clusters
  Score: Raw -5300791.889936 + Penalty 3490.048774 = -5297301.841162
  nChanged 2761
		SP:Iteration 7F (132365.160000 sec): 3 clusters
  Score: Raw -5302829.586558 + Penalty 3490.048774 = -5299339.537784
  nChanged 2533
		SP:Iteration 8F (132365.620000 sec): 3 clusters
  Score: Raw -5304570.998370 + Penalty 3490.048774 = -5301080.949596
  nChanged 2120
		SP:Iteration 9Q (132366.120000 sec): 3 clusters
  Score: Raw -5305821.440302 + Penalty 3490.048774 = -5302331.391528
  nChanged 1660
		SP:Iteration 10Q (132366.540000 sec): 3 clusters
  Score: Raw -5306642.210226 + Penalty 3490.048774 = -5303152.161452
  nChanged 1265
		SP:Iteration 11Q (132367.020000 sec): 3 clusters
  Score: Raw -5307188.563116 + Penalty 3490.048774 = -5303698.514343
  nChanged 1017
		SP:Iteration 12Q (132367.460000 sec): 3 clusters
  Score: Raw -5307590.822504 + Penalty 3490.048774 = -5304100.773730
  nChanged 867
		SP:Iteration 13Q (132367.890000 sec): 3 clusters
  Score: Raw -5307895.497287 + Penalty 3490.048774 = -5304405.448513
  nChanged 738
		SP:Iteration 14Q (132368.340000 sec): 3 clusters
  Score: Raw -5308129.788551 + Penalty 3490.048774 = -5304639.739777
  nChanged 645
		SP:Iteration 15Q (132368.820000 sec): 3 clusters
  Score: Raw -5308325.603690 + Penalty 3490.048774 = -5304835.554916
  nChanged 595
		SP:Iteration 16Q (132369.280000 sec): 3 clusters
  Score: Raw -5308507.702015 + Penalty 3490.048774 = -5305017.653241
  nChanged 572
		SP:Iteration 17Q (132369.720000 sec): 3 clusters
  Score: Raw -5308679.107491 + Penalty 3490.048774 = -5305189.058717
  nChanged 533
		SP:Iteration 18Q (132370.140000 sec): 3 clusters
  Score: Raw -5308830.922664 + Penalty 3490.048774 = -5305340.873891
  nChanged 563
		SP:Iteration 19Q (132370.590000 sec): 3 clusters
  Score: Raw -5309005.606884 + Penalty 3490.048774 = -5305515.558110
  nChanged 604
		SP:Iteration 20F (132371.020000 sec): 3 clusters
  Score: Raw -5309206.051126 + Penalty 3490.048774 = -5305716.002352
  nChanged 600
		SP:Iteration 21Q (132371.470000 sec): 3 clusters
  Score: Raw -5309406.500205 + Penalty 3490.048774 = -5305916.451431
  nChanged 541
		SP:Iteration 22Q (132371.940000 sec): 3 clusters
  Score: Raw -5309587.902119 + Penalty 3490.048774 = -5306097.853345
  nChanged 503
		SP:Iteration 23Q (132372.300000 sec): 3 clusters
  Score: Raw -5309739.715527 + Penalty 3490.048774 = -5306249.666753
  nChanged 473
		SP:Iteration 24Q (132372.740000 sec): 3 clusters
  Score: Raw -5309885.248629 + Penalty 3490.048774 = -5306395.199855
  nChanged 436
		SP:Iteration 25Q (132373.150000 sec): 3 clusters
  Score: Raw -5310022.753652 + Penalty 3490.048774 = -5306532.704878
  nChanged 423
		SP:Iteration 26Q (132373.610000 sec): 3 clusters
  Score: Raw -5310155.531080 + Penalty 3490.048774 = -5306665.482306
  nChanged 438
		SP:Iteration 27Q (132374.120000 sec): 3 clusters
  Score: Raw -5310309.865167 + Penalty 3490.048774 = -5306819.816393
  nChanged 400
		SP:Iteration 28Q (132374.430000 sec): 3 clusters
  Score: Raw -5310443.587269 + Penalty 3490.048774 = -5306953.538495
  nChanged 362
		SP:Iteration 29Q (132374.780000 sec): 3 clusters
  Score: Raw -5310576.439093 + Penalty 3490.048774 = -5307086.390320
  nChanged 316
		SP:Iteration 30Q (132375.180000 sec): 3 clusters
  Score: Raw -5310691.651924 + Penalty 3490.048774 = -5307201.603150
  nChanged 278
		SP:Iteration 31Q (132375.580000 sec): 3 clusters
  Score: Raw -5310787.598101 + Penalty 3490.048774 = -5307297.549327
  nChanged 229
		SP:Iteration 32Q (132375.970000 sec): 3 clusters
  Score: Raw -5310862.043327 + Penalty 3490.048774 = -5307371.994553
  nChanged 200
		SP:Iteration 33Q (132376.470000 sec): 3 clusters
  Score: Raw -5310931.741431 + Penalty 3490.048774 = -5307441.692657
  nChanged 189
		SP:Iteration 34Q (132376.940000 sec): 3 clusters
  Score: Raw -5310989.991134 + Penalty 3490.048774 = -5307499.942360
  nChanged 155
		SP:Iteration 35Q (132377.360000 sec): 3 clusters
  Score: Raw -5311035.547020 + Penalty 3490.048774 = -5307545.498246
  nChanged 128
		SP:Iteration 36Q (132377.780000 sec): 3 clusters
  Score: Raw -5311068.008312 + Penalty 3490.048774 = -5307577.959539
  nChanged 108
		SP:Iteration 37Q (132378.170000 sec): 3 clusters
  Score: Raw -5311097.861503 + Penalty 3490.048774 = -5307607.812729
  nChanged 91
		SP:Iteration 38Q (132378.550000 sec): 3 clusters
  Score: Raw -5311125.291894 + Penalty 3490.048774 = -5307635.243120
  nChanged 89
		SP:Iteration 39Q (132378.920000 sec): 3 clusters
  Score: Raw -5311152.774782 + Penalty 3490.048774 = -5307662.726009
  nChanged 91
		SP:Iteration 40F (132379.360000 sec): 3 clusters
  Score: Raw -5311178.257083 + Penalty 3490.048774 = -5307688.208309
  nChanged 87
		SP:Iteration 41Q (132379.740000 sec): 3 clusters
  Score: Raw -5311206.759773 + Penalty 3490.048774 = -5307716.710999
  nChanged 96
		SP:Iteration 42Q (132380.120000 sec): 3 clusters
  Score: Raw -5311235.332966 + Penalty 3490.048774 = -5307745.284192
  nChanged 80
		SP:Iteration 43Q (132380.510000 sec): 3 clusters
  Score: Raw -5311260.208002 + Penalty 3490.048774 = -5307770.159228
  nChanged 60
		SP:Iteration 44Q (132380.910000 sec): 3 clusters
  Score: Raw -5311277.880602 + Penalty 3490.048774 = -5307787.831828
  nChanged 48
		SP:Iteration 45Q (132381.320000 sec): 3 clusters
  Score: Raw -5311289.759185 + Penalty 3490.048774 = -5307799.710411
  nChanged 36
		SP:Iteration 46Q (132381.770000 sec): 3 clusters
  Score: Raw -5311298.328090 + Penalty 3490.048774 = -5307808.279316
  nChanged 28
		SP:Iteration 47Q (132382.190000 sec): 3 clusters
  Score: Raw -5311305.279214 + Penalty 3490.048774 = -5307815.230440
  nChanged 22
		SP:Iteration 48Q (132382.550000 sec): 3 clusters
  Score: Raw -5311310.539461 + Penalty 3490.048774 = -5307820.490687
  nChanged 26
		SP:Iteration 49Q (132382.930000 sec): 3 clusters
  Score: Raw -5311316.595413 + Penalty 3490.048774 = -5307826.546639
  nChanged 17
		SP:Iteration 50Q (132383.310000 sec): 3 clusters
  Score: Raw -5311320.481119 + Penalty 3490.048774 = -5307830.432345
  nChanged 20
		SP:Iteration 51Q (132383.690000 sec): 3 clusters
  Score: Raw -5311324.622034 + Penalty 3490.048774 = -5307834.573260
  nChanged 23
		SP:Iteration 52Q (132384.100000 sec): 3 clusters
  Score: Raw -5311330.636666 + Penalty 3490.048774 = -5307840.587892
  nChanged 19
		SP:Iteration 53Q (132384.530000 sec): 3 clusters
  Score: Raw -5311334.470432 + Penalty 3490.048774 = -5307844.421658
  nChanged 17
		SP:Iteration 54Q (132384.940000 sec): 3 clusters
  Score: Raw -5311337.841151 + Penalty 3490.048774 = -5307847.792377
  nChanged 14
		SP:Iteration 55Q (132385.360000 sec): 3 clusters
  Score: Raw -5311341.580863 + Penalty 3490.048774 = -5307851.532090
  nChanged 13
		SP:Iteration 56Q (132385.770000 sec): 3 clusters
  Score: Raw -5311343.904728 + Penalty 3490.048774 = -5307853.855954
  nChanged 11
		SP:Iteration 57Q (132386.180000 sec): 3 clusters
  Score: Raw -5311345.840696 + Penalty 3490.048774 = -5307855.791922
  nChanged 4
		SP:Iteration 58Q (132386.560000 sec): 3 clusters
  Score: Raw -5311346.865069 + Penalty 3490.048774 = -5307856.816295
  nChanged 5
		SP:Iteration 59Q (132386.950000 sec): 3 clusters
  Score: Raw -5311348.352163 + Penalty 3490.048774 = -5307858.303389
  nChanged 8
		SP:Iteration 60F (132387.370000 sec): 3 clusters
  Score: Raw -5311349.467142 + Penalty 3490.048774 = -5307859.418368
  nChanged 6
		SP:Iteration 61Q (132387.730000 sec): 3 clusters
  Score: Raw -5311350.346771 + Penalty 3490.048774 = -5307860.297997
  nChanged 4
		SP:Iteration 62Q (132388.130000 sec): 3 clusters
  Score: Raw -5311351.159365 + Penalty 3490.048774 = -5307861.110591
  nChanged 4
		SP:Iteration 63Q (132388.550000 sec): 3 clusters
  Score: Raw -5311351.705391 + Penalty 3490.048774 = -5307861.656617
  nChanged 5
		SP:Iteration 64Q (132388.930000 sec): 3 clusters
  Score: Raw -5311352.702410 + Penalty 3490.048774 = -5307862.653637
  nChanged 4
		SP:Iteration 65Q (132389.330000 sec): 3 clusters
  Score: Raw -5311353.222794 + Penalty 3490.048774 = -5307863.174020
  nChanged 1
		SP:Iteration 66Q (132389.760000 sec): 3 clusters
  Score: Raw -5311353.399557 + Penalty 3490.048774 = -5307863.350783
  nChanged 2
		SP:Iteration 67Q (132390.160000 sec): 3 clusters
  Score: Raw -5311353.874303 + Penalty 3490.048774 = -5307863.825529
  nChanged 3
		SP:Iteration 68Q (132390.590000 sec): 3 clusters
  Score: Raw -5311354.573333 + Penalty 3490.048774 = -5307864.524559
  nChanged 3
		SP:Iteration 69Q (132390.950000 sec): 3 clusters
  Score: Raw -5311355.306271 + Penalty 3490.048774 = -5307865.257497
  nChanged 5
		SP:Iteration 70Q (132391.430000 sec): 3 clusters
  Score: Raw -5311356.455637 + Penalty 3490.048774 = -5307866.406864
  nChanged 1
		SP:Iteration 71Q (132391.910000 sec): 3 clusters
  Score: Raw -5311356.530137 + Penalty 3490.048774 = -5307866.481363
  nChanged 1
		SP:Iteration 72Q (132392.320000 sec): 3 clusters
  Score: Raw -5311356.586214 + Penalty 3490.048774 = -5307866.537440
  nChanged 0
		SP:Iteration 73F (132392.870000 sec): 3 clusters
  Score: Raw -5311356.586214 + Penalty 3490.048774 = -5307866.537440
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132393.010000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132393.190000 sec): 3 clusters
  Score: Raw -590947.181763 + Penalty 2757.383425 = -588189.798338
  nChanged 1982
		SP:Iteration 1F (132393.340000 sec): 3 clusters
  Score: Raw -592052.520476 + Penalty 2757.383425 = -589295.137052
  nChanged 340
		SP:Iteration 2F (132393.550000 sec): 3 clusters
  Score: Raw -592268.126569 + Penalty 2757.383425 = -589510.743145
  nChanged 323
		SP:Iteration 3F (132393.740000 sec): 3 clusters
  Score: Raw -592484.842418 + Penalty 2757.383425 = -589727.458994
  nChanged 288
		SP:Iteration 4F (132393.930000 sec): 3 clusters
  Score: Raw -592671.234112 + Penalty 2757.383425 = -589913.850687
  nChanged 254
		SP:Iteration 5F (132394.080000 sec): 3 clusters
  Score: Raw -592830.705168 + Penalty 2757.383425 = -590073.321743
  nChanged 209
		SP:Iteration 6Q (132394.300000 sec): 3 clusters
  Score: Raw -592959.162748 + Penalty 2757.383425 = -590201.779324
  nChanged 184
		SP:Iteration 7Q (132394.530000 sec): 3 clusters
  Score: Raw -593063.868603 + Penalty 2757.383425 = -590306.485179
  nChanged 143
		SP:Iteration 8Q (132394.690000 sec): 3 clusters
  Score: Raw -593149.732615 + Penalty 2757.383425 = -590392.349190
  nChanged 124
		SP:Iteration 9Q (132394.860000 sec): 3 clusters
  Score: Raw -593209.352804 + Penalty 2757.383425 = -590451.969379
  nChanged 94
		SP:Iteration 10Q (132395.040000 sec): 3 clusters
  Score: Raw -593254.855170 + Penalty 2757.383425 = -590497.471745
  nChanged 81
		SP:Iteration 11Q (132395.200000 sec): 3 clusters
  Score: Raw -593290.128746 + Penalty 2757.383425 = -590532.745321
  nChanged 72
		SP:Iteration 12Q (132395.420000 sec): 3 clusters
  Score: Raw -593317.407617 + Penalty 2757.383425 = -590560.024193
  nChanged 57
		SP:Iteration 13Q (132395.630000 sec): 3 clusters
  Score: Raw -593339.095110 + Penalty 2757.383425 = -590581.711686
  nChanged 49
		SP:Iteration 14Q (132395.820000 sec): 3 clusters
  Score: Raw -593352.112674 + Penalty 2757.383425 = -590594.729250
  nChanged 34
		SP:Iteration 15Q (132395.970000 sec): 3 clusters
  Score: Raw -593360.714497 + Penalty 2757.383425 = -590603.331072
  nChanged 31
		SP:Iteration 16Q (132396.140000 sec): 3 clusters
  Score: Raw -593367.952775 + Penalty 2757.383425 = -590610.569350
  nChanged 27
		SP:Iteration 17Q (132396.330000 sec): 3 clusters
  Score: Raw -593374.202282 + Penalty 2757.383425 = -590616.818857
  nChanged 24
		SP:Iteration 18Q (132396.510000 sec): 3 clusters
  Score: Raw -593380.530808 + Penalty 2757.383425 = -590623.147384
  nChanged 19
		SP:Iteration 19Q (132396.690000 sec): 3 clusters
  Score: Raw -593385.112080 + Penalty 2757.383425 = -590627.728656
  nChanged 23
		SP:Iteration 20F (132396.880000 sec): 3 clusters
  Score: Raw -593391.350480 + Penalty 2757.383425 = -590633.967055
  nChanged 18
		SP:Iteration 21Q (132397.020000 sec): 3 clusters
  Score: Raw -593397.324686 + Penalty 2757.383425 = -590639.941261
  nChanged 27
		SP:Iteration 22Q (132397.160000 sec): 3 clusters
  Score: Raw -593404.648270 + Penalty 2757.383425 = -590647.264846
  nChanged 29
		SP:Iteration 23Q (132397.280000 sec): 3 clusters
  Score: Raw -593413.314493 + Penalty 2757.383425 = -590655.931069
  nChanged 34
		SP:Iteration 24Q (132397.420000 sec): 3 clusters
  Score: Raw -593424.072950 + Penalty 2757.383425 = -590666.689526
  nChanged 37
		SP:Iteration 25Q (132397.590000 sec): 3 clusters
  Score: Raw -593435.753095 + Penalty 2757.383425 = -590678.369670
  nChanged 35
		SP:Iteration 26Q (132397.750000 sec): 3 clusters
  Score: Raw -593446.259825 + Penalty 2757.383425 = -590688.876401
  nChanged 42
		SP:Iteration 27Q (132397.860000 sec): 3 clusters
  Score: Raw -593460.245154 + Penalty 2757.383425 = -590702.861730
  nChanged 40
		SP:Iteration 28Q (132398.070000 sec): 3 clusters
  Score: Raw -593471.284881 + Penalty 2757.383425 = -590713.901456
  nChanged 35
		SP:Iteration 29Q (132398.280000 sec): 3 clusters
  Score: Raw -593481.906255 + Penalty 2757.383425 = -590724.522830
  nChanged 42
		SP:Iteration 30Q (132398.440000 sec): 3 clusters
  Score: Raw -593494.587309 + Penalty 2757.383425 = -590737.203884
  nChanged 31
		SP:Iteration 31Q (132398.600000 sec): 3 clusters
  Score: Raw -593504.329524 + Penalty 2757.383425 = -590746.946100
  nChanged 38
		SP:Iteration 32Q (132398.760000 sec): 3 clusters
  Score: Raw -593514.987474 + Penalty 2757.383425 = -590757.604049
  nChanged 36
		SP:Iteration 33Q (132399.000000 sec): 3 clusters
  Score: Raw -593526.235375 + Penalty 2757.383425 = -590768.851951
  nChanged 39
		SP:Iteration 34Q (132399.170000 sec): 3 clusters
  Score: Raw -593536.957021 + Penalty 2757.383425 = -590779.573596
  nChanged 37
		SP:Iteration 35Q (132399.370000 sec): 3 clusters
  Score: Raw -593547.930882 + Penalty 2757.383425 = -590790.547457
  nChanged 31
		SP:Iteration 36Q (132399.600000 sec): 3 clusters
  Score: Raw -593558.373179 + Penalty 2757.383425 = -590800.989755
  nChanged 40
		SP:Iteration 37Q (132399.830000 sec): 3 clusters
  Score: Raw -593570.974453 + Penalty 2757.383425 = -590813.591029
  nChanged 35
		SP:Iteration 38Q (132399.990000 sec): 3 clusters
  Score: Raw -593584.183932 + Penalty 2757.383425 = -590826.800507
  nChanged 42
		SP:Iteration 39Q (132400.170000 sec): 3 clusters
  Score: Raw -593603.168830 + Penalty 2757.383425 = -590845.785405
  nChanged 46
		SP:Iteration 40F (132400.350000 sec): 3 clusters
  Score: Raw -593622.792509 + Penalty 2757.383425 = -590865.409084
  nChanged 42
		SP:Iteration 41Q (132400.540000 sec): 3 clusters
  Score: Raw -593640.555506 + Penalty 2757.383425 = -590883.172081
  nChanged 44
		SP:Iteration 42Q (132400.710000 sec): 3 clusters
  Score: Raw -593661.250833 + Penalty 2757.383425 = -590903.867408
  nChanged 39
		SP:Iteration 43Q (132400.890000 sec): 3 clusters
  Score: Raw -593676.206006 + Penalty 2757.383425 = -590918.822581
  nChanged 40
		SP:Iteration 44Q (132401.070000 sec): 3 clusters
  Score: Raw -593691.618745 + Penalty 2757.383425 = -590934.235320
  nChanged 31
		SP:Iteration 45Q (132401.250000 sec): 3 clusters
  Score: Raw -593703.928590 + Penalty 2757.383425 = -590946.545165
  nChanged 26
		SP:Iteration 46Q (132401.420000 sec): 3 clusters
  Score: Raw -593712.627296 + Penalty 2757.383425 = -590955.243871
  nChanged 25
		SP:Iteration 47Q (132401.590000 sec): 3 clusters
  Score: Raw -593720.723151 + Penalty 2757.383425 = -590963.339726
  nChanged 22
		SP:Iteration 48Q (132401.750000 sec): 3 clusters
  Score: Raw -593729.766036 + Penalty 2757.383425 = -590972.382611
  nChanged 29
		SP:Iteration 49Q (132401.910000 sec): 3 clusters
  Score: Raw -593740.488825 + Penalty 2757.383425 = -590983.105400
  nChanged 24
		SP:Iteration 50Q (132402.080000 sec): 3 clusters
  Score: Raw -593748.490392 + Penalty 2757.383425 = -590991.106968
  nChanged 25
		SP:Iteration 51Q (132402.240000 sec): 3 clusters
  Score: Raw -593757.235115 + Penalty 2757.383425 = -590999.851691
  nChanged 21
		SP:Iteration 52Q (132402.410000 sec): 3 clusters
  Score: Raw -593766.162431 + Penalty 2757.383425 = -591008.779006
  nChanged 26
		SP:Iteration 53Q (132402.560000 sec): 3 clusters
  Score: Raw -593777.979611 + Penalty 2757.383425 = -591020.596187
  nChanged 23
		SP:Iteration 54Q (132402.760000 sec): 3 clusters
  Score: Raw -593787.912516 + Penalty 2757.383425 = -591030.529092
  nChanged 20
		SP:Iteration 55Q (132402.890000 sec): 3 clusters
  Score: Raw -593795.640199 + Penalty 2757.383425 = -591038.256775
  nChanged 24
		SP:Iteration 56Q (132403.020000 sec): 3 clusters
  Score: Raw -593805.242884 + Penalty 2757.383425 = -591047.859459
  nChanged 26
		SP:Iteration 57Q (132403.220000 sec): 3 clusters
  Score: Raw -593815.244001 + Penalty 2757.383425 = -591057.860576
  nChanged 21
		SP:Iteration 58Q (132403.390000 sec): 3 clusters
  Score: Raw -593824.462469 + Penalty 2757.383425 = -591067.079044
  nChanged 23
		SP:Iteration 59Q (132403.520000 sec): 3 clusters
  Score: Raw -593834.309327 + Penalty 2757.383425 = -591076.925902
  nChanged 22
		SP:Iteration 60F (132403.720000 sec): 3 clusters
  Score: Raw -593848.014225 + Penalty 2757.383425 = -591090.630801
  nChanged 20
		SP:Iteration 61Q (132403.900000 sec): 3 clusters
  Score: Raw -593855.575409 + Penalty 2757.383425 = -591098.191985
  nChanged 17
		SP:Iteration 62Q (132404.060000 sec): 3 clusters
  Score: Raw -593861.623174 + Penalty 2757.383425 = -591104.239749
  nChanged 17
		SP:Iteration 63Q (132404.200000 sec): 3 clusters
  Score: Raw -593867.083605 + Penalty 2757.383425 = -591109.700180
  nChanged 13
		SP:Iteration 64Q (132404.340000 sec): 3 clusters
  Score: Raw -593870.485372 + Penalty 2757.383425 = -591113.101947
  nChanged 13
		SP:Iteration 65Q (132404.520000 sec): 3 clusters
  Score: Raw -593874.822200 + Penalty 2757.383425 = -591117.438776
  nChanged 14
		SP:Iteration 66Q (132404.660000 sec): 3 clusters
  Score: Raw -593880.601939 + Penalty 2757.383425 = -591123.218515
  nChanged 20
		SP:Iteration 67Q (132404.820000 sec): 3 clusters
  Score: Raw -593891.828585 + Penalty 2757.383425 = -591134.445160
  nChanged 18
		SP:Iteration 68Q (132405.020000 sec): 3 clusters
  Score: Raw -593898.785318 + Penalty 2757.383425 = -591141.401894
  nChanged 15
		SP:Iteration 69Q (132405.250000 sec): 3 clusters
  Score: Raw -593904.702016 + Penalty 2757.383425 = -591147.318591
  nChanged 16
		SP:Iteration 70Q (132405.430000 sec): 3 clusters
  Score: Raw -593910.161362 + Penalty 2757.383425 = -591152.777937
  nChanged 9
		SP:Iteration 71Q (132405.570000 sec): 3 clusters
  Score: Raw -593913.595910 + Penalty 2757.383425 = -591156.212485
  nChanged 13
		SP:Iteration 72Q (132405.760000 sec): 3 clusters
  Score: Raw -593917.791712 + Penalty 2757.383425 = -591160.408288
  nChanged 7
		SP:Iteration 73Q (132405.930000 sec): 3 clusters
  Score: Raw -593920.219853 + Penalty 2757.383425 = -591162.836428
  nChanged 6
		SP:Iteration 74Q (132406.100000 sec): 3 clusters
  Score: Raw -593922.663035 + Penalty 2757.383425 = -591165.279611
  nChanged 8
		SP:Iteration 75Q (132406.260000 sec): 3 clusters
  Score: Raw -593925.509559 + Penalty 2757.383425 = -591168.126134
  nChanged 6
		SP:Iteration 76Q (132406.420000 sec): 3 clusters
  Score: Raw -593927.368425 + Penalty 2757.383425 = -591169.985000
  nChanged 4
		SP:Iteration 77Q (132406.580000 sec): 3 clusters
  Score: Raw -593928.721027 + Penalty 2757.383425 = -591171.337603
  nChanged 6
		SP:Iteration 78Q (132406.800000 sec): 3 clusters
  Score: Raw -593931.470343 + Penalty 2757.383425 = -591174.086918
  nChanged 8
		SP:Iteration 79Q (132406.990000 sec): 3 clusters
  Score: Raw -593935.480446 + Penalty 2757.383425 = -591178.097022
  nChanged 8
		SP:Iteration 80F (132407.200000 sec): 3 clusters
  Score: Raw -593938.506020 + Penalty 2757.383425 = -591181.122595
  nChanged 7
		SP:Iteration 81Q (132407.410000 sec): 3 clusters
  Score: Raw -593940.796717 + Penalty 2757.383425 = -591183.413293
  nChanged 2
		SP:Iteration 82Q (132407.610000 sec): 3 clusters
  Score: Raw -593941.371182 + Penalty 2757.383425 = -591183.987758
  nChanged 3
		SP:Iteration 83Q (132407.820000 sec): 3 clusters
  Score: Raw -593942.427433 + Penalty 2757.383425 = -591185.044008
  nChanged 0
		SP:Iteration 84F (132408.000000 sec): 3 clusters
  Score: Raw -593942.427433 + Penalty 2757.383425 = -591185.044008
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132408.210000 sec): 2 clusters
  Score: Raw -1516647.238570 + Penalty 1548.995327 = -1515098.243243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132408.360000 sec): 3 clusters
  Score: Raw -1508547.134560 + Penalty 3097.990653 = -1505449.143907
  nChanged 6153
		SP:Iteration 1F (132408.630000 sec): 3 clusters
  Score: Raw -1512064.050381 + Penalty 3097.990653 = -1508966.059728
  nChanged 901
		SP:Iteration 2F (132408.920000 sec): 3 clusters
  Score: Raw -1512539.512941 + Penalty 3097.990653 = -1509441.522288
  nChanged 800
		SP:Iteration 3F (132409.180000 sec): 3 clusters
  Score: Raw -1512954.169388 + Penalty 3097.990653 = -1509856.178735
  nChanged 755
		SP:Iteration 4F (132409.390000 sec): 3 clusters
  Score: Raw -1513368.343836 + Penalty 3097.990653 = -1510270.353183
  nChanged 720
		SP:Iteration 5F (132409.610000 sec): 3 clusters
  Score: Raw -1513773.184706 + Penalty 3097.990653 = -1510675.194052
  nChanged 711
		SP:Iteration 6F (132409.840000 sec): 3 clusters
  Score: Raw -1514170.584041 + Penalty 3097.990653 = -1511072.593388
  nChanged 645
		SP:Iteration 7Q (132410.060000 sec): 3 clusters
  Score: Raw -1514485.444366 + Penalty 3097.990653 = -1511387.453713
  nChanged 568
		SP:Iteration 8Q (132410.330000 sec): 3 clusters
  Score: Raw -1514755.316435 + Penalty 3097.990653 = -1511657.325781
  nChanged 515
		SP:Iteration 9Q (132410.520000 sec): 3 clusters
  Score: Raw -1515009.359961 + Penalty 3097.990653 = -1511911.369308
  nChanged 479
		SP:Iteration 10Q (132410.740000 sec): 3 clusters
  Score: Raw -1515225.131567 + Penalty 3097.990653 = -1512127.140914
  nChanged 393
		SP:Iteration 11Q (132411.000000 sec): 3 clusters
  Score: Raw -1515383.336141 + Penalty 3097.990653 = -1512285.345487
  nChanged 333
		SP:Iteration 12Q (132411.270000 sec): 3 clusters
  Score: Raw -1515511.932219 + Penalty 3097.990653 = -1512413.941565
  nChanged 313
		SP:Iteration 13Q (132411.540000 sec): 3 clusters
  Score: Raw -1515621.307166 + Penalty 3097.990653 = -1512523.316513
  nChanged 224
		SP:Iteration 14Q (132411.810000 sec): 3 clusters
  Score: Raw -1515691.892829 + Penalty 3097.990653 = -1512593.902176
  nChanged 186
		SP:Iteration 15Q (132412.040000 sec): 3 clusters
  Score: Raw -1515753.405390 + Penalty 3097.990653 = -1512655.414737
  nChanged 181
		SP:Iteration 16Q (132412.340000 sec): 3 clusters
  Score: Raw -1515801.084633 + Penalty 3097.990653 = -1512703.093980
  nChanged 145
		SP:Iteration 17Q (132412.540000 sec): 3 clusters
  Score: Raw -1515839.663960 + Penalty 3097.990653 = -1512741.673307
  nChanged 136
		SP:Iteration 18Q (132412.770000 sec): 3 clusters
  Score: Raw -1515870.780326 + Penalty 3097.990653 = -1512772.789673
  nChanged 132
		SP:Iteration 19Q (132413.020000 sec): 3 clusters
  Score: Raw -1515899.296405 + Penalty 3097.990653 = -1512801.305751
  nChanged 109
		SP:Iteration 20F (132413.300000 sec): 3 clusters
  Score: Raw -1515922.150281 + Penalty 3097.990653 = -1512824.159627
  nChanged 85
		SP:Iteration 21Q (132413.550000 sec): 3 clusters
  Score: Raw -1515939.100394 + Penalty 3097.990653 = -1512841.109740
  nChanged 83
		SP:Iteration 22Q (132413.830000 sec): 3 clusters
  Score: Raw -1515956.250920 + Penalty 3097.990653 = -1512858.260266
  nChanged 90
		SP:Iteration 23Q (132414.080000 sec): 3 clusters
  Score: Raw -1515972.868476 + Penalty 3097.990653 = -1512874.877823
  nChanged 74
		SP:Iteration 24Q (132414.270000 sec): 3 clusters
  Score: Raw -1515985.677403 + Penalty 3097.990653 = -1512887.686750
  nChanged 67
		SP:Iteration 25Q (132414.510000 sec): 3 clusters
  Score: Raw -1515999.038727 + Penalty 3097.990653 = -1512901.048074
  nChanged 78
		SP:Iteration 26Q (132414.800000 sec): 3 clusters
  Score: Raw -1516013.326646 + Penalty 3097.990653 = -1512915.335992
  nChanged 67
		SP:Iteration 27Q (132415.030000 sec): 3 clusters
  Score: Raw -1516023.849316 + Penalty 3097.990653 = -1512925.858663
  nChanged 54
		SP:Iteration 28Q (132415.200000 sec): 3 clusters
  Score: Raw -1516031.568558 + Penalty 3097.990653 = -1512933.577905
  nChanged 46
		SP:Iteration 29Q (132415.440000 sec): 3 clusters
  Score: Raw -1516038.614907 + Penalty 3097.990653 = -1512940.624254
  nChanged 41
		SP:Iteration 30Q (132415.630000 sec): 3 clusters
  Score: Raw -1516044.226310 + Penalty 3097.990653 = -1512946.235657
  nChanged 32
		SP:Iteration 31Q (132415.820000 sec): 3 clusters
  Score: Raw -1516047.775703 + Penalty 3097.990653 = -1512949.785050
  nChanged 26
		SP:Iteration 32Q (132416.020000 sec): 3 clusters
  Score: Raw -1516050.595635 + Penalty 3097.990653 = -1512952.604982
  nChanged 29
		SP:Iteration 33Q (132416.180000 sec): 3 clusters
  Score: Raw -1516054.503625 + Penalty 3097.990653 = -1512956.512972
  nChanged 26
		SP:Iteration 34Q (132416.450000 sec): 3 clusters
  Score: Raw -1516057.282088 + Penalty 3097.990653 = -1512959.291435
  nChanged 28
		SP:Iteration 35Q (132416.690000 sec): 3 clusters
  Score: Raw -1516060.192785 + Penalty 3097.990653 = -1512962.202132
  nChanged 27
		SP:Iteration 36Q (132416.990000 sec): 3 clusters
  Score: Raw -1516062.667644 + Penalty 3097.990653 = -1512964.676991
  nChanged 21
		SP:Iteration 37Q (132417.210000 sec): 3 clusters
  Score: Raw -1516064.248814 + Penalty 3097.990653 = -1512966.258161
  nChanged 17
		SP:Iteration 38Q (132417.440000 sec): 3 clusters
  Score: Raw -1516065.796037 + Penalty 3097.990653 = -1512967.805384
  nChanged 15
		SP:Iteration 39Q (132417.730000 sec): 3 clusters
  Score: Raw -1516067.205072 + Penalty 3097.990653 = -1512969.214419
  nChanged 11
		SP:Iteration 40F (132418.010000 sec): 3 clusters
  Score: Raw -1516068.351550 + Penalty 3097.990653 = -1512970.360897
  nChanged 13
		SP:Iteration 41Q (132418.240000 sec): 3 clusters
  Score: Raw -1516069.536744 + Penalty 3097.990653 = -1512971.546091
  nChanged 13
		SP:Iteration 42Q (132418.470000 sec): 3 clusters
  Score: Raw -1516070.538812 + Penalty 3097.990653 = -1512972.548159
  nChanged 7
		SP:Iteration 43Q (132418.750000 sec): 3 clusters
  Score: Raw -1516071.348451 + Penalty 3097.990653 = -1512973.357798
  nChanged 15
		SP:Iteration 44Q (132418.990000 sec): 3 clusters
  Score: Raw -1516073.340975 + Penalty 3097.990653 = -1512975.350322
  nChanged 17
		SP:Iteration 45Q (132419.270000 sec): 3 clusters
  Score: Raw -1516074.855522 + Penalty 3097.990653 = -1512976.864868
  nChanged 15
		SP:Iteration 46Q (132419.510000 sec): 3 clusters
  Score: Raw -1516076.642542 + Penalty 3097.990653 = -1512978.651888
  nChanged 16
		SP:Iteration 47Q (132419.780000 sec): 3 clusters
  Score: Raw -1516078.084047 + Penalty 3097.990653 = -1512980.093394
  nChanged 15
		SP:Iteration 48Q (132420.020000 sec): 3 clusters
  Score: Raw -1516079.371118 + Penalty 3097.990653 = -1512981.380465
  nChanged 15
		SP:Iteration 49Q (132420.300000 sec): 3 clusters
  Score: Raw -1516080.956253 + Penalty 3097.990653 = -1512982.965600
  nChanged 15
		SP:Iteration 50Q (132420.540000 sec): 3 clusters
  Score: Raw -1516082.424049 + Penalty 3097.990653 = -1512984.433395
  nChanged 10
		SP:Iteration 51Q (132420.820000 sec): 3 clusters
  Score: Raw -1516083.745581 + Penalty 3097.990653 = -1512985.754928
  nChanged 14
		SP:Iteration 52Q (132421.050000 sec): 3 clusters
  Score: Raw -1516085.290687 + Penalty 3097.990653 = -1512987.300034
  nChanged 11
		SP:Iteration 53Q (132421.320000 sec): 3 clusters
  Score: Raw -1516086.232726 + Penalty 3097.990653 = -1512988.242073
  nChanged 14
		SP:Iteration 54Q (132421.550000 sec): 3 clusters
  Score: Raw -1516087.400167 + Penalty 3097.990653 = -1512989.409514
  nChanged 12
		SP:Iteration 55Q (132421.830000 sec): 3 clusters
  Score: Raw -1516088.470333 + Penalty 3097.990653 = -1512990.479680
  nChanged 10
		SP:Iteration 56Q (132422.060000 sec): 3 clusters
  Score: Raw -1516089.444417 + Penalty 3097.990653 = -1512991.453763
  nChanged 10
		SP:Iteration 57Q (132422.340000 sec): 3 clusters
  Score: Raw -1516090.726423 + Penalty 3097.990653 = -1512992.735770
  nChanged 9
		SP:Iteration 58Q (132422.570000 sec): 3 clusters
  Score: Raw -1516091.963007 + Penalty 3097.990653 = -1512993.972354
  nChanged 11
		SP:Iteration 59Q (132422.850000 sec): 3 clusters
  Score: Raw -1516093.218047 + Penalty 3097.990653 = -1512995.227393
  nChanged 12
		SP:Iteration 60F (132423.130000 sec): 3 clusters
  Score: Raw -1516094.510613 + Penalty 3097.990653 = -1512996.519960
  nChanged 9
		SP:Iteration 61Q (132423.360000 sec): 3 clusters
  Score: Raw -1516095.532683 + Penalty 3097.990653 = -1512997.542030
  nChanged 9
		SP:Iteration 62Q (132423.590000 sec): 3 clusters
  Score: Raw -1516096.015274 + Penalty 3097.990653 = -1512998.024621
  nChanged 7
		SP:Iteration 63Q (132423.870000 sec): 3 clusters
  Score: Raw -1516096.519184 + Penalty 3097.990653 = -1512998.528531
  nChanged 4
		SP:Iteration 64Q (132424.110000 sec): 3 clusters
  Score: Raw -1516097.247495 + Penalty 3097.990653 = -1512999.256842
  nChanged 6
		SP:Iteration 65Q (132424.380000 sec): 3 clusters
  Score: Raw -1516098.098198 + Penalty 3097.990653 = -1513000.107544
  nChanged 7
		SP:Iteration 66Q (132424.610000 sec): 3 clusters
  Score: Raw -1516098.781911 + Penalty 3097.990653 = -1513000.791258
  nChanged 11
		SP:Iteration 67Q (132424.890000 sec): 3 clusters
  Score: Raw -1516099.889943 + Penalty 3097.990653 = -1513001.899290
  nChanged 8
		SP:Iteration 68Q (132425.130000 sec): 3 clusters
  Score: Raw -1516100.903469 + Penalty 3097.990653 = -1513002.912816
  nChanged 13
		SP:Iteration 69Q (132425.400000 sec): 3 clusters
  Score: Raw -1516101.876893 + Penalty 3097.990653 = -1513003.886239
  nChanged 14
		SP:Iteration 70Q (132425.640000 sec): 3 clusters
  Score: Raw -1516103.166058 + Penalty 3097.990653 = -1513005.175404
  nChanged 13
		SP:Iteration 71Q (132425.910000 sec): 3 clusters
  Score: Raw -1516104.657932 + Penalty 3097.990653 = -1513006.667279
  nChanged 25
		SP:Iteration 72Q (132426.140000 sec): 3 clusters
  Score: Raw -1516107.817162 + Penalty 3097.990653 = -1513009.826509
  nChanged 33
		SP:Iteration 73Q (132426.380000 sec): 3 clusters
  Score: Raw -1516112.158454 + Penalty 3097.990653 = -1513014.167801
  nChanged 30
		SP:Iteration 74Q (132426.650000 sec): 3 clusters
  Score: Raw -1516116.416861 + Penalty 3097.990653 = -1513018.426208
  nChanged 33
		SP:Iteration 75Q (132426.880000 sec): 3 clusters
  Score: Raw -1516121.594773 + Penalty 3097.990653 = -1513023.604120
  nChanged 34
		SP:Iteration 76Q (132427.160000 sec): 3 clusters
  Score: Raw -1516126.043790 + Penalty 3097.990653 = -1513028.053136
  nChanged 27
		SP:Iteration 77Q (132427.390000 sec): 3 clusters
  Score: Raw -1516129.679269 + Penalty 3097.990653 = -1513031.688616
  nChanged 23
		SP:Iteration 78Q (132427.670000 sec): 3 clusters
  Score: Raw -1516132.616813 + Penalty 3097.990653 = -1513034.626160
  nChanged 24
		SP:Iteration 79Q (132427.900000 sec): 3 clusters
  Score: Raw -1516137.029557 + Penalty 3097.990653 = -1513039.038904
  nChanged 36
		SP:Iteration 80F (132428.180000 sec): 3 clusters
  Score: Raw -1516141.656977 + Penalty 3097.990653 = -1513043.666324
  nChanged 29
		SP:Iteration 81Q (132428.410000 sec): 3 clusters
  Score: Raw -1516144.575610 + Penalty 3097.990653 = -1513046.584957
  nChanged 29
		SP:Iteration 82Q (132428.690000 sec): 3 clusters
  Score: Raw -1516148.500124 + Penalty 3097.990653 = -1513050.509471
  nChanged 37
		SP:Iteration 83Q (132428.920000 sec): 3 clusters
  Score: Raw -1516152.891988 + Penalty 3097.990653 = -1513054.901335
  nChanged 27
		SP:Iteration 84Q (132429.200000 sec): 3 clusters
  Score: Raw -1516155.517193 + Penalty 3097.990653 = -1513057.526540
  nChanged 15
		SP:Iteration 85Q (132429.500000 sec): 3 clusters
  Score: Raw -1516157.526610 + Penalty 3097.990653 = -1513059.535957
  nChanged 16
		SP:Iteration 86Q (132429.700000 sec): 3 clusters
  Score: Raw -1516159.269100 + Penalty 3097.990653 = -1513061.278446
  nChanged 18
		SP:Iteration 87Q (132429.980000 sec): 3 clusters
  Score: Raw -1516161.548535 + Penalty 3097.990653 = -1513063.557881
  nChanged 21
		SP:Iteration 88Q (132430.190000 sec): 3 clusters
  Score: Raw -1516163.980890 + Penalty 3097.990653 = -1513065.990237
  nChanged 22
		SP:Iteration 89Q (132430.400000 sec): 3 clusters
  Score: Raw -1516166.625177 + Penalty 3097.990653 = -1513068.634524
  nChanged 25
		SP:Iteration 90Q (132430.660000 sec): 3 clusters
  Score: Raw -1516169.771202 + Penalty 3097.990653 = -1513071.780549
  nChanged 19
		SP:Iteration 91Q (132430.880000 sec): 3 clusters
  Score: Raw -1516171.680079 + Penalty 3097.990653 = -1513073.689425
  nChanged 15
		SP:Iteration 92Q (132431.130000 sec): 3 clusters
  Score: Raw -1516172.848184 + Penalty 3097.990653 = -1513074.857531
  nChanged 14
		SP:Iteration 93Q (132431.350000 sec): 3 clusters
  Score: Raw -1516174.311022 + Penalty 3097.990653 = -1513076.320369
  nChanged 13
		SP:Iteration 94Q (132431.610000 sec): 3 clusters
  Score: Raw -1516175.761811 + Penalty 3097.990653 = -1513077.771158
  nChanged 14
		SP:Iteration 95Q (132431.810000 sec): 3 clusters
  Score: Raw -1516177.325184 + Penalty 3097.990653 = -1513079.334530
  nChanged 18
		SP:Iteration 96Q (132432.020000 sec): 3 clusters
  Score: Raw -1516179.084295 + Penalty 3097.990653 = -1513081.093641
  nChanged 18
		SP:Iteration 97Q (132432.320000 sec): 3 clusters
  Score: Raw -1516181.143649 + Penalty 3097.990653 = -1513083.152996
  nChanged 18
		SP:Iteration 98Q (132432.570000 sec): 3 clusters
  Score: Raw -1516182.571476 + Penalty 3097.990653 = -1513084.580823
  nChanged 11
		SP:Iteration 99Q (132432.870000 sec): 3 clusters
  Score: Raw -1516183.345009 + Penalty 3097.990653 = -1513085.354356
  nChanged 9
		SP:Iteration 100F (132433.130000 sec): 3 clusters
  Score: Raw -1516184.025190 + Penalty 3097.990653 = -1513086.034536
  nChanged 12
		SP:Iteration 101Q (132433.350000 sec): 3 clusters
  Score: Raw -1516185.282799 + Penalty 3097.990653 = -1513087.292146
  nChanged 18
		SP:Iteration 102Q (132433.610000 sec): 3 clusters
  Score: Raw -1516187.882496 + Penalty 3097.990653 = -1513089.891843
  nChanged 20
		SP:Iteration 103Q (132433.860000 sec): 3 clusters
  Score: Raw -1516190.928079 + Penalty 3097.990653 = -1513092.937426
  nChanged 16
		SP:Iteration 104Q (132434.080000 sec): 3 clusters
  Score: Raw -1516192.734854 + Penalty 3097.990653 = -1513094.744201
  nChanged 22
		SP:Iteration 105Q (132434.370000 sec): 3 clusters
  Score: Raw -1516195.939583 + Penalty 3097.990653 = -1513097.948930
  nChanged 21
		SP:Iteration 106Q (132434.590000 sec): 3 clusters
  Score: Raw -1516198.464863 + Penalty 3097.990653 = -1513100.474209
  nChanged 30
		SP:Iteration 107Q (132434.850000 sec): 3 clusters
  Score: Raw -1516202.094015 + Penalty 3097.990653 = -1513104.103361
  nChanged 29
		SP:Iteration 108Q (132435.140000 sec): 3 clusters
  Score: Raw -1516206.132146 + Penalty 3097.990653 = -1513108.141493
  nChanged 32
		SP:Iteration 109Q (132435.370000 sec): 3 clusters
  Score: Raw -1516210.113272 + Penalty 3097.990653 = -1513112.122619
  nChanged 33
		SP:Iteration 110Q (132435.580000 sec): 3 clusters
  Score: Raw -1516214.518295 + Penalty 3097.990653 = -1513116.527641
  nChanged 37
		SP:Iteration 111Q (132435.880000 sec): 3 clusters
  Score: Raw -1516219.461618 + Penalty 3097.990653 = -1513121.470965
  nChanged 30
		SP:Iteration 112Q (132436.100000 sec): 3 clusters
  Score: Raw -1516223.992152 + Penalty 3097.990653 = -1513126.001499
  nChanged 35
		SP:Iteration 113Q (132436.320000 sec): 3 clusters
  Score: Raw -1516228.834076 + Penalty 3097.990653 = -1513130.843423
  nChanged 31
		SP:Iteration 114Q (132436.580000 sec): 3 clusters
  Score: Raw -1516233.441638 + Penalty 3097.990653 = -1513135.450985
  nChanged 31
		SP:Iteration 115Q (132436.840000 sec): 3 clusters
  Score: Raw -1516238.913977 + Penalty 3097.990653 = -1513140.923323
  nChanged 35
		SP:Iteration 116Q (132437.060000 sec): 3 clusters
  Score: Raw -1516245.073308 + Penalty 3097.990653 = -1513147.082655
  nChanged 48
		SP:Iteration 117Q (132437.320000 sec): 3 clusters
  Score: Raw -1516254.236273 + Penalty 3097.990653 = -1513156.245619
  nChanged 49
		SP:Iteration 118Q (132437.530000 sec): 3 clusters
  Score: Raw -1516264.848053 + Penalty 3097.990653 = -1513166.857399
  nChanged 54
		SP:Iteration 119Q (132437.750000 sec): 3 clusters
  Score: Raw -1516276.176154 + Penalty 3097.990653 = -1513178.185501
  nChanged 55
		SP:Iteration 120F (132438.000000 sec): 3 clusters
  Score: Raw -1516288.929506 + Penalty 3097.990653 = -1513190.938853
  nChanged 59
		SP:Iteration 121Q (132438.220000 sec): 3 clusters
  Score: Raw -1516303.433665 + Penalty 3097.990653 = -1513205.443012
  nChanged 73
		SP:Iteration 122Q (132438.480000 sec): 3 clusters
  Score: Raw -1516322.953424 + Penalty 3097.990653 = -1513224.962770
  nChanged 74
		SP:Iteration 123Q (132438.700000 sec): 3 clusters
  Score: Raw -1516347.530351 + Penalty 3097.990653 = -1513249.539698
  nChanged 93
		SP:Iteration 124Q (132438.950000 sec): 3 clusters
  Score: Raw -1516378.323313 + Penalty 3097.990653 = -1513280.332660
  nChanged 96
		SP:Iteration 125Q (132439.170000 sec): 3 clusters
  Score: Raw -1516410.124454 + Penalty 3097.990653 = -1513312.133800
  nChanged 109
		SP:Iteration 126Q (132439.430000 sec): 3 clusters
  Score: Raw -1516441.596644 + Penalty 3097.990653 = -1513343.605991
  nChanged 89
		SP:Iteration 127Q (132439.640000 sec): 3 clusters
  Score: Raw -1516467.372627 + Penalty 3097.990653 = -1513369.381974
  nChanged 102
		SP:Iteration 128Q (132439.920000 sec): 3 clusters
  Score: Raw -1516495.621316 + Penalty 3097.990653 = -1513397.630663
  nChanged 95
		SP:Iteration 129Q (132440.200000 sec): 3 clusters
  Score: Raw -1516526.369253 + Penalty 3097.990653 = -1513428.378600
  nChanged 99
		SP:Iteration 130Q (132440.420000 sec): 3 clusters
  Score: Raw -1516569.551233 + Penalty 3097.990653 = -1513471.560580
  nChanged 98
		SP:Iteration 131Q (132440.720000 sec): 3 clusters
  Score: Raw -1516601.596983 + Penalty 3097.990653 = -1513503.606329
  nChanged 84
		SP:Iteration 132Q (132440.940000 sec): 3 clusters
  Score: Raw -1516628.870734 + Penalty 3097.990653 = -1513530.880080
  nChanged 83
		SP:Iteration 133Q (132441.240000 sec): 3 clusters
  Score: Raw -1516657.226894 + Penalty 3097.990653 = -1513559.236241
  nChanged 76
		SP:Iteration 134Q (132441.420000 sec): 3 clusters
  Score: Raw -1516681.376156 + Penalty 3097.990653 = -1513583.385502
  nChanged 85
		SP:Iteration 135Q (132441.640000 sec): 3 clusters
  Score: Raw -1516709.675360 + Penalty 3097.990653 = -1513611.684707
  nChanged 86
		SP:Iteration 136Q (132441.900000 sec): 3 clusters
  Score: Raw -1516736.566102 + Penalty 3097.990653 = -1513638.575449
  nChanged 81
		SP:Iteration 137Q (132442.130000 sec): 3 clusters
  Score: Raw -1516762.835511 + Penalty 3097.990653 = -1513664.844857
  nChanged 89
		SP:Iteration 138Q (132442.420000 sec): 3 clusters
  Score: Raw -1516792.816501 + Penalty 3097.990653 = -1513694.825848
  nChanged 79
		SP:Iteration 139Q (132442.600000 sec): 3 clusters
  Score: Raw -1516819.368220 + Penalty 3097.990653 = -1513721.377567
  nChanged 77
		SP:Iteration 140F (132442.780000 sec): 3 clusters
  Score: Raw -1516846.721036 + Penalty 3097.990653 = -1513748.730382
  nChanged 66
		SP:Iteration 141Q (132443.030000 sec): 3 clusters
  Score: Raw -1516869.786823 + Penalty 3097.990653 = -1513771.796170
  nChanged 71
		SP:Iteration 142Q (132443.210000 sec): 3 clusters
  Score: Raw -1516892.271294 + Penalty 3097.990653 = -1513794.280641
  nChanged 78
		SP:Iteration 143Q (132443.420000 sec): 3 clusters
  Score: Raw -1516919.117333 + Penalty 3097.990653 = -1513821.126680
  nChanged 65
		SP:Iteration 144Q (132443.620000 sec): 3 clusters
  Score: Raw -1516940.011920 + Penalty 3097.990653 = -1513842.021266
  nChanged 60
		SP:Iteration 145Q (132443.830000 sec): 3 clusters
  Score: Raw -1516957.954744 + Penalty 3097.990653 = -1513859.964090
  nChanged 52
		SP:Iteration 146Q (132444.090000 sec): 3 clusters
  Score: Raw -1516973.222181 + Penalty 3097.990653 = -1513875.231527
  nChanged 62
		SP:Iteration 147Q (132444.280000 sec): 3 clusters
  Score: Raw -1516994.895437 + Penalty 3097.990653 = -1513896.904784
  nChanged 66
		SP:Iteration 148Q (132444.520000 sec): 3 clusters
  Score: Raw -1517016.414014 + Penalty 3097.990653 = -1513918.423361
  nChanged 51
		SP:Iteration 149Q (132444.660000 sec): 3 clusters
  Score: Raw -1517033.000908 + Penalty 3097.990653 = -1513935.010254
  nChanged 52
		SP:Iteration 150Q (132444.810000 sec): 3 clusters
  Score: Raw -1517048.466766 + Penalty 3097.990653 = -1513950.476113
  nChanged 44
		SP:Iteration 151Q (132445.040000 sec): 3 clusters
  Score: Raw -1517060.798252 + Penalty 3097.990653 = -1513962.807599
  nChanged 44
		SP:Iteration 152Q (132445.200000 sec): 3 clusters
  Score: Raw -1517073.214777 + Penalty 3097.990653 = -1513975.224124
  nChanged 35
		SP:Iteration 153Q (132445.400000 sec): 3 clusters
  Score: Raw -1517083.121113 + Penalty 3097.990653 = -1513985.130460
  nChanged 38
		SP:Iteration 154Q (132445.590000 sec): 3 clusters
  Score: Raw -1517094.379478 + Penalty 3097.990653 = -1513996.388825
  nChanged 31
		SP:Iteration 155Q (132445.770000 sec): 3 clusters
  Score: Raw -1517104.267773 + Penalty 3097.990653 = -1514006.277120
  nChanged 35
		SP:Iteration 156Q (132445.930000 sec): 3 clusters
  Score: Raw -1517113.406945 + Penalty 3097.990653 = -1514015.416292
  nChanged 28
		SP:Iteration 157Q (132446.140000 sec): 3 clusters
  Score: Raw -1517122.323688 + Penalty 3097.990653 = -1514024.333035
  nChanged 31
		SP:Iteration 158Q (132446.310000 sec): 3 clusters
  Score: Raw -1517133.311189 + Penalty 3097.990653 = -1514035.320536
  nChanged 22
		SP:Iteration 159Q (132446.470000 sec): 3 clusters
  Score: Raw -1517140.327820 + Penalty 3097.990653 = -1514042.337167
  nChanged 17
		SP:Iteration 160F (132446.720000 sec): 3 clusters
  Score: Raw -1517146.376686 + Penalty 3097.990653 = -1514048.386033
  nChanged 16
		SP:Iteration 161Q (132446.900000 sec): 3 clusters
  Score: Raw -1517151.150241 + Penalty 3097.990653 = -1514053.159588
  nChanged 11
		SP:Iteration 162Q (132447.080000 sec): 3 clusters
  Score: Raw -1517153.729704 + Penalty 3097.990653 = -1514055.739051
  nChanged 9
		SP:Iteration 163Q (132447.240000 sec): 3 clusters
  Score: Raw -1517156.127430 + Penalty 3097.990653 = -1514058.136777
  nChanged 6
		SP:Iteration 164Q (132447.420000 sec): 3 clusters
  Score: Raw -1517157.538608 + Penalty 3097.990653 = -1514059.547955
  nChanged 6
		SP:Iteration 165Q (132447.540000 sec): 3 clusters
  Score: Raw -1517159.333760 + Penalty 3097.990653 = -1514061.343107
  nChanged 8
		SP:Iteration 166Q (132447.730000 sec): 3 clusters
  Score: Raw -1517162.274526 + Penalty 3097.990653 = -1514064.283873
  nChanged 17
		SP:Iteration 167Q (132447.920000 sec): 3 clusters
  Score: Raw -1517166.015752 + Penalty 3097.990653 = -1514068.025099
  nChanged 13
		SP:Iteration 168Q (132448.020000 sec): 3 clusters
  Score: Raw -1517169.858324 + Penalty 3097.990653 = -1514071.867670
  nChanged 14
		SP:Iteration 169Q (132448.160000 sec): 3 clusters
  Score: Raw -1517174.991582 + Penalty 3097.990653 = -1514077.000929
  nChanged 20
		SP:Iteration 170Q (132448.290000 sec): 3 clusters
  Score: Raw -1517181.061904 + Penalty 3097.990653 = -1514083.071250
  nChanged 13
		SP:Iteration 171Q (132448.430000 sec): 3 clusters
  Score: Raw -1517185.411234 + Penalty 3097.990653 = -1514087.420580
  nChanged 13
		SP:Iteration 172Q (132448.580000 sec): 3 clusters
  Score: Raw -1517189.518845 + Penalty 3097.990653 = -1514091.528192
  nChanged 15
		SP:Iteration 173Q (132448.790000 sec): 3 clusters
  Score: Raw -1517194.095835 + Penalty 3097.990653 = -1514096.105181
  nChanged 14
		SP:Iteration 174Q (132449.000000 sec): 3 clusters
  Score: Raw -1517197.380799 + Penalty 3097.990653 = -1514099.390145
  nChanged 11
		SP:Iteration 175Q (132449.120000 sec): 3 clusters
  Score: Raw -1517199.532928 + Penalty 3097.990653 = -1514101.542275
  nChanged 8
		SP:Iteration 176Q (132449.280000 sec): 3 clusters
  Score: Raw -1517203.015778 + Penalty 3097.990653 = -1514105.025125
  nChanged 8
		SP:Iteration 177Q (132449.480000 sec): 3 clusters
  Score: Raw -1517204.575251 + Penalty 3097.990653 = -1514106.584598
  nChanged 3
		SP:Iteration 178Q (132449.720000 sec): 3 clusters
  Score: Raw -1517205.030006 + Penalty 3097.990653 = -1514107.039353
  nChanged 5
		SP:Iteration 179Q (132449.960000 sec): 3 clusters
  Score: Raw -1517205.807072 + Penalty 3097.990653 = -1514107.816418
  nChanged 2
		SP:Iteration 180F (132450.220000 sec): 3 clusters
  Score: Raw -1517206.165670 + Penalty 3097.990653 = -1514108.175017
  nChanged 2
		SP:Iteration 181Q (132450.570000 sec): 3 clusters
  Score: Raw -1517206.450913 + Penalty 3097.990653 = -1514108.460260
  nChanged 1
		SP:Iteration 182Q (132450.830000 sec): 3 clusters
  Score: Raw -1517206.542458 + Penalty 3097.990653 = -1514108.551804
  nChanged 1
		SP:Iteration 183Q (132451.080000 sec): 3 clusters
  Score: Raw -1517206.728518 + Penalty 3097.990653 = -1514108.737865
  nChanged 0
		SP:Iteration 184F (132451.340000 sec): 3 clusters
  Score: Raw -1517206.728518 + Penalty 3097.990653 = -1514108.737865
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132451.460000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132451.700000 sec): 3 clusters
  Score: Raw -19211.871398 + Penalty 1708.685996 = -17503.185402
  nChanged 35
		SP:Iteration 1F (132451.860000 sec): 3 clusters
  Score: Raw -19379.497999 + Penalty 1708.685996 = -17670.812003
  nChanged 7
		SP:Iteration 2Q (132452.050000 sec): 3 clusters
  Score: Raw -19437.469469 + Penalty 1708.685996 = -17728.783473
  nChanged 5
		SP:Iteration 3Q (132452.150000 sec): 3 clusters
  Score: Raw -19498.130457 + Penalty 1708.685996 = -17789.444461
  nChanged 3
		SP:Iteration 4Q (132452.290000 sec): 3 clusters
  Score: Raw -19511.709381 + Penalty 1708.685996 = -17803.023385
  nChanged 2
		SP:Iteration 5Q (132452.390000 sec): 3 clusters
  Score: Raw -19531.097702 + Penalty 1708.685996 = -17822.411706
  nChanged 0
		SP:Iteration 6F (132452.490000 sec): 3 clusters
  Score: Raw -19531.097702 + Penalty 1708.685996 = -17822.411706
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (364075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132454.310000 sec): 2 clusters
  Score: Raw -44276347.904607 + Penalty 2080.831215 = -44274267.073392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132456.560000 sec): 3 clusters
  Score: Raw -44032102.513412 + Penalty 4161.662430 = -44027940.850982
  nChanged 177676
		SP:Iteration 1F (132458.820000 sec): 3 clusters
  Score: Raw -44139152.684825 + Penalty 4161.662430 = -44134991.022395
  nChanged 13086
		SP:Iteration 2Q (132460.990000 sec): 3 clusters
  Score: Raw -44143632.150886 + Penalty 4161.662430 = -44139470.488456
  nChanged 19584
		SP:Iteration 3F (132462.920000 sec): 3 clusters
  Score: Raw -44153311.549569 + Penalty 4161.662430 = -44149149.887139
  nChanged 28528
		SP:Iteration 4F (132464.780000 sec): 3 clusters
  Score: Raw -44173359.380449 + Penalty 4161.662430 = -44169197.718019
  nChanged 36921
		SP:Iteration 5F (132466.940000 sec): 3 clusters
  Score: Raw -44207584.639374 + Penalty 4161.662430 = -44203422.976944
  nChanged 36064
		SP:Iteration 6F (132469.050000 sec): 3 clusters
  Score: Raw -44245912.562072 + Penalty 4161.662430 = -44241750.899642
  nChanged 21292
		SP:Iteration 7F (132471.180000 sec): 3 clusters
  Score: Raw -44268429.482932 + Penalty 4161.662430 = -44264267.820502
  nChanged 6654
		SP:Iteration 8Q (132473.100000 sec): 3 clusters
  Score: Raw -44274882.618803 + Penalty 4161.662430 = -44270720.956373
  nChanged 1350
		SP:Iteration 9Q (132475.010000 sec): 3 clusters
  Score: Raw -44276139.216816 + Penalty 4161.662430 = -44271977.554386
  nChanged 233
		SP:Iteration 10Q (132477.000000 sec): 3 clusters
  Score: Raw -44276425.357832 + Penalty 4161.662430 = -44272263.695402
  nChanged 62
		SP:Iteration 11Q (132478.890000 sec): 3 clusters
  Score: Raw -44276520.534829 + Penalty 4161.662430 = -44272358.872399
  nChanged 17
		SP:Iteration 12Q (132480.840000 sec): 3 clusters
  Score: Raw -44276549.768156 + Penalty 4161.662430 = -44272388.105726
  nChanged 13
		SP:Iteration 13Q (132482.890000 sec): 3 clusters
  Score: Raw -44276571.328740 + Penalty 4161.662430 = -44272409.666310
  nChanged 4
		SP:Iteration 14Q (132485.170000 sec): 3 clusters
  Score: Raw -44276579.306532 + Penalty 4161.662430 = -44272417.644102
  nChanged 3
		SP:Iteration 15Q (132487.230000 sec): 3 clusters
  Score: Raw -44276583.507834 + Penalty 4161.662430 = -44272421.845404
  nChanged 2
		SP:Iteration 16Q (132489.170000 sec): 3 clusters
  Score: Raw -44276587.058671 + Penalty 4161.662430 = -44272425.396241
  nChanged 4
		SP:Iteration 17Q (132491.220000 sec): 3 clusters
  Score: Raw -44276599.341874 + Penalty 4161.662430 = -44272437.679444
  nChanged 5
		SP:Iteration 18Q (132493.160000 sec): 3 clusters
  Score: Raw -44276606.687344 + Penalty 4161.662430 = -44272445.024914
  nChanged 4
		SP:Iteration 19Q (132495.150000 sec): 3 clusters
  Score: Raw -44276613.496330 + Penalty 4161.662430 = -44272451.833900
  nChanged 3
		SP:Iteration 20F (132497.550000 sec): 3 clusters
  Score: Raw -44276618.543111 + Penalty 4161.662430 = -44272456.880681
  nChanged 2
		SP:Iteration 21Q (132499.700000 sec): 3 clusters
  Score: Raw -44276623.897856 + Penalty 4161.662430 = -44272462.235426
  nChanged 2
		SP:Iteration 22Q (132501.620000 sec): 3 clusters
  Score: Raw -44276625.836456 + Penalty 4161.662430 = -44272464.174026
  nChanged 0
		SP:Iteration 23F (132503.740000 sec): 3 clusters
  Score: Raw -44276625.836456 + Penalty 4161.662430 = -44272464.174026
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132504.160000 sec): 2 clusters
  Score: Raw -2553477.029205 + Penalty 1627.063854 = -2551849.965352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132504.570000 sec): 3 clusters
  Score: Raw -2539886.323062 + Penalty 3254.127707 = -2536632.195354
  nChanged 10186
		SP:Iteration 1F (132504.920000 sec): 3 clusters
  Score: Raw -2545764.344317 + Penalty 3254.127707 = -2542510.216609
  nChanged 1275
		SP:Iteration 2F (132505.230000 sec): 3 clusters
  Score: Raw -2546356.030513 + Penalty 3254.127707 = -2543101.902805
  nChanged 1335
		SP:Iteration 3F (132505.560000 sec): 3 clusters
  Score: Raw -2547048.489116 + Penalty 3254.127707 = -2543794.361409
  nChanged 1381
		SP:Iteration 4F (132505.810000 sec): 3 clusters
  Score: Raw -2547851.148477 + Penalty 3254.127707 = -2544597.020769
  nChanged 1343
		SP:Iteration 5F (132506.110000 sec): 3 clusters
  Score: Raw -2548666.740312 + Penalty 3254.127707 = -2545412.612605
  nChanged 1250
		SP:Iteration 6F (132506.460000 sec): 3 clusters
  Score: Raw -2549449.020686 + Penalty 3254.127707 = -2546194.892978
  nChanged 1176
		SP:Iteration 7F (132506.720000 sec): 3 clusters
  Score: Raw -2550206.560078 + Penalty 3254.127707 = -2546952.432371
  nChanged 1005
		SP:Iteration 8Q (132507.010000 sec): 3 clusters
  Score: Raw -2550881.201771 + Penalty 3254.127707 = -2547627.074064
  nChanged 825
		SP:Iteration 9Q (132507.290000 sec): 3 clusters
  Score: Raw -2551440.012110 + Penalty 3254.127707 = -2548185.884403
  nChanged 668
		SP:Iteration 10Q (132507.680000 sec): 3 clusters
  Score: Raw -2551847.690670 + Penalty 3254.127707 = -2548593.562963
  nChanged 522
		SP:Iteration 11Q (132508.050000 sec): 3 clusters
  Score: Raw -2552141.760437 + Penalty 3254.127707 = -2548887.632730
  nChanged 433
		SP:Iteration 12Q (132508.440000 sec): 3 clusters
  Score: Raw -2552362.139771 + Penalty 3254.127707 = -2549108.012064
  nChanged 358
		SP:Iteration 13Q (132508.750000 sec): 3 clusters
  Score: Raw -2552521.714468 + Penalty 3254.127707 = -2549267.586760
  nChanged 296
		SP:Iteration 14Q (132509.110000 sec): 3 clusters
  Score: Raw -2552647.068745 + Penalty 3254.127707 = -2549392.941037
  nChanged 269
		SP:Iteration 15Q (132509.420000 sec): 3 clusters
  Score: Raw -2552765.907036 + Penalty 3254.127707 = -2549511.779329
  nChanged 251
		SP:Iteration 16Q (132509.740000 sec): 3 clusters
  Score: Raw -2552893.448879 + Penalty 3254.127707 = -2549639.321172
  nChanged 234
		SP:Iteration 17Q (132510.050000 sec): 3 clusters
  Score: Raw -2553011.005954 + Penalty 3254.127707 = -2549756.878247
  nChanged 191
		SP:Iteration 18Q (132510.360000 sec): 3 clusters
  Score: Raw -2553120.642513 + Penalty 3254.127707 = -2549866.514806
  nChanged 177
		SP:Iteration 19Q (132510.660000 sec): 3 clusters
  Score: Raw -2553219.232693 + Penalty 3254.127707 = -2549965.104986
  nChanged 155
		SP:Iteration 20F (132510.970000 sec): 3 clusters
  Score: Raw -2553295.752322 + Penalty 3254.127707 = -2550041.624615
  nChanged 130
		SP:Iteration 21Q (132511.310000 sec): 3 clusters
  Score: Raw -2553370.707894 + Penalty 3254.127707 = -2550116.580187
  nChanged 133
		SP:Iteration 22Q (132511.630000 sec): 3 clusters
  Score: Raw -2553441.817060 + Penalty 3254.127707 = -2550187.689352
  nChanged 119
		SP:Iteration 23Q (132511.950000 sec): 3 clusters
  Score: Raw -2553506.858125 + Penalty 3254.127707 = -2550252.730418
  nChanged 111
		SP:Iteration 24Q (132512.300000 sec): 3 clusters
  Score: Raw -2553561.977973 + Penalty 3254.127707 = -2550307.850266
  nChanged 114
		SP:Iteration 25Q (132512.670000 sec): 3 clusters
  Score: Raw -2553610.384910 + Penalty 3254.127707 = -2550356.257203
  nChanged 106
		SP:Iteration 26Q (132513.080000 sec): 3 clusters
  Score: Raw -2553654.265479 + Penalty 3254.127707 = -2550400.137771
  nChanged 98
		SP:Iteration 27Q (132513.400000 sec): 3 clusters
  Score: Raw -2553704.836555 + Penalty 3254.127707 = -2550450.708847
  nChanged 102
		SP:Iteration 28Q (132513.730000 sec): 3 clusters
  Score: Raw -2553758.030032 + Penalty 3254.127707 = -2550503.902325
  nChanged 108
		SP:Iteration 29Q (132514.010000 sec): 3 clusters
  Score: Raw -2553801.913767 + Penalty 3254.127707 = -2550547.786060
  nChanged 91
		SP:Iteration 30Q (132514.340000 sec): 3 clusters
  Score: Raw -2553846.382538 + Penalty 3254.127707 = -2550592.254831
  nChanged 98
		SP:Iteration 31Q (132514.640000 sec): 3 clusters
  Score: Raw -2553879.318910 + Penalty 3254.127707 = -2550625.191203
  nChanged 62
		SP:Iteration 32Q (132515.020000 sec): 3 clusters
  Score: Raw -2553903.736880 + Penalty 3254.127707 = -2550649.609173
  nChanged 65
		SP:Iteration 33Q (132515.330000 sec): 3 clusters
  Score: Raw -2553930.589245 + Penalty 3254.127707 = -2550676.461538
  nChanged 69
		SP:Iteration 34Q (132515.610000 sec): 3 clusters
  Score: Raw -2553958.618476 + Penalty 3254.127707 = -2550704.490769
  nChanged 69
		SP:Iteration 35Q (132515.890000 sec): 3 clusters
  Score: Raw -2553980.890003 + Penalty 3254.127707 = -2550726.762296
  nChanged 57
		SP:Iteration 36Q (132516.180000 sec): 3 clusters
  Score: Raw -2554001.188151 + Penalty 3254.127707 = -2550747.060444
  nChanged 55
		SP:Iteration 37Q (132516.420000 sec): 3 clusters
  Score: Raw -2554021.168765 + Penalty 3254.127707 = -2550767.041058
  nChanged 55
		SP:Iteration 38Q (132516.720000 sec): 3 clusters
  Score: Raw -2554042.611041 + Penalty 3254.127707 = -2550788.483333
  nChanged 65
		SP:Iteration 39Q (132517.050000 sec): 3 clusters
  Score: Raw -2554068.152025 + Penalty 3254.127707 = -2550814.024318
  nChanged 60
		SP:Iteration 40F (132517.320000 sec): 3 clusters
  Score: Raw -2554090.673407 + Penalty 3254.127707 = -2550836.545699
  nChanged 60
		SP:Iteration 41Q (132517.640000 sec): 3 clusters
  Score: Raw -2554111.210235 + Penalty 3254.127707 = -2550857.082528
  nChanged 56
		SP:Iteration 42Q (132517.930000 sec): 3 clusters
  Score: Raw -2554129.423570 + Penalty 3254.127707 = -2550875.295862
  nChanged 56
		SP:Iteration 43Q (132518.230000 sec): 3 clusters
  Score: Raw -2554149.139079 + Penalty 3254.127707 = -2550895.011372
  nChanged 55
		SP:Iteration 44Q (132518.500000 sec): 3 clusters
  Score: Raw -2554167.974076 + Penalty 3254.127707 = -2550913.846368
  nChanged 55
		SP:Iteration 45Q (132518.830000 sec): 3 clusters
  Score: Raw -2554182.650140 + Penalty 3254.127707 = -2550928.522433
  nChanged 36
		SP:Iteration 46Q (132519.070000 sec): 3 clusters
  Score: Raw -2554192.005776 + Penalty 3254.127707 = -2550937.878069
  nChanged 23
		SP:Iteration 47Q (132519.480000 sec): 3 clusters
  Score: Raw -2554197.204744 + Penalty 3254.127707 = -2550943.077037
  nChanged 24
		SP:Iteration 48Q (132519.860000 sec): 3 clusters
  Score: Raw -2554202.010082 + Penalty 3254.127707 = -2550947.882375
  nChanged 25
		SP:Iteration 49Q (132520.250000 sec): 3 clusters
  Score: Raw -2554206.849264 + Penalty 3254.127707 = -2550952.721556
  nChanged 18
		SP:Iteration 50Q (132520.650000 sec): 3 clusters
  Score: Raw -2554209.729317 + Penalty 3254.127707 = -2550955.601610
  nChanged 19
		SP:Iteration 51Q (132520.940000 sec): 3 clusters
  Score: Raw -2554213.933060 + Penalty 3254.127707 = -2550959.805353
  nChanged 15
		SP:Iteration 52Q (132521.260000 sec): 3 clusters
  Score: Raw -2554216.834596 + Penalty 3254.127707 = -2550962.706889
  nChanged 15
		SP:Iteration 53Q (132521.530000 sec): 3 clusters
  Score: Raw -2554220.344243 + Penalty 3254.127707 = -2550966.216536
  nChanged 10
		SP:Iteration 54Q (132521.870000 sec): 3 clusters
  Score: Raw -2554222.487290 + Penalty 3254.127707 = -2550968.359583
  nChanged 13
		SP:Iteration 55Q (132522.190000 sec): 3 clusters
  Score: Raw -2554224.484500 + Penalty 3254.127707 = -2550970.356793
  nChanged 8
		SP:Iteration 56Q (132522.450000 sec): 3 clusters
  Score: Raw -2554225.432873 + Penalty 3254.127707 = -2550971.305166
  nChanged 7
		SP:Iteration 57Q (132522.780000 sec): 3 clusters
  Score: Raw -2554226.982709 + Penalty 3254.127707 = -2550972.855002
  nChanged 6
		SP:Iteration 58Q (132523.090000 sec): 3 clusters
  Score: Raw -2554227.957508 + Penalty 3254.127707 = -2550973.829800
  nChanged 6
		SP:Iteration 59Q (132523.410000 sec): 3 clusters
  Score: Raw -2554228.911382 + Penalty 3254.127707 = -2550974.783674
  nChanged 5
		SP:Iteration 60F (132523.750000 sec): 3 clusters
  Score: Raw -2554229.532524 + Penalty 3254.127707 = -2550975.404817
  nChanged 7
		SP:Iteration 61Q (132524.080000 sec): 3 clusters
  Score: Raw -2554230.677219 + Penalty 3254.127707 = -2550976.549511
  nChanged 7
		SP:Iteration 62Q (132524.450000 sec): 3 clusters
  Score: Raw -2554231.668358 + Penalty 3254.127707 = -2550977.540651
  nChanged 7
		SP:Iteration 63Q (132524.750000 sec): 3 clusters
  Score: Raw -2554232.599691 + Penalty 3254.127707 = -2550978.471983
  nChanged 8
		SP:Iteration 64Q (132525.040000 sec): 3 clusters
  Score: Raw -2554234.016140 + Penalty 3254.127707 = -2550979.888433
  nChanged 6
		SP:Iteration 65Q (132525.310000 sec): 3 clusters
  Score: Raw -2554235.005299 + Penalty 3254.127707 = -2550980.877591
  nChanged 7
		SP:Iteration 66Q (132525.630000 sec): 3 clusters
  Score: Raw -2554236.430373 + Penalty 3254.127707 = -2550982.302666
  nChanged 5
		SP:Iteration 67Q (132525.870000 sec): 3 clusters
  Score: Raw -2554237.407311 + Penalty 3254.127707 = -2550983.279603
  nChanged 4
		SP:Iteration 68Q (132526.190000 sec): 3 clusters
  Score: Raw -2554238.402156 + Penalty 3254.127707 = -2550984.274449
  nChanged 2
		SP:Iteration 69Q (132526.480000 sec): 3 clusters
  Score: Raw -2554238.627778 + Penalty 3254.127707 = -2550984.500071
  nChanged 0
		SP:Iteration 70F (132526.770000 sec): 3 clusters
  Score: Raw -2554238.627778 + Penalty 3254.127707 = -2550984.500071
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132527.150000 sec): 2 clusters
  Score: Raw -5108215.082612 + Penalty 1726.851082 = -5106488.231530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132527.650000 sec): 3 clusters
  Score: Raw -5082294.570048 + Penalty 3453.702164 = -5078840.867884
  nChanged 19189
		SP:Iteration 1F (132528.140000 sec): 3 clusters
  Score: Raw -5093382.927097 + Penalty 3453.702164 = -5089929.224933
  nChanged 1891
		SP:Iteration 2Q (132528.630000 sec): 3 clusters
  Score: Raw -5093980.762786 + Penalty 3453.702164 = -5090527.060622
  nChanged 1880
		SP:Iteration 3Q (132529.120000 sec): 3 clusters
  Score: Raw -5094623.341988 + Penalty 3453.702164 = -5091169.639824
  nChanged 1964
		SP:Iteration 4Q (132529.620000 sec): 3 clusters
  Score: Raw -5095411.067974 + Penalty 3453.702164 = -5091957.365809
  nChanged 2198
		SP:Iteration 5F (132530.110000 sec): 3 clusters
  Score: Raw -5096513.949764 + Penalty 3453.702164 = -5093060.247600
  nChanged 2557
		SP:Iteration 6F (132530.600000 sec): 3 clusters
  Score: Raw -5098043.124818 + Penalty 3453.702164 = -5094589.422654
  nChanged 2595
		SP:Iteration 7F (132531.100000 sec): 3 clusters
  Score: Raw -5099879.967635 + Penalty 3453.702164 = -5096426.265471
  nChanged 2445
		SP:Iteration 8F (132531.590000 sec): 3 clusters
  Score: Raw -5101851.231704 + Penalty 3453.702164 = -5098397.529540
  nChanged 2109
		SP:Iteration 9F (132532.090000 sec): 3 clusters
  Score: Raw -5103693.223477 + Penalty 3453.702164 = -5100239.521312
  nChanged 1650
		SP:Iteration 10Q (132532.580000 sec): 3 clusters
  Score: Raw -5105199.530163 + Penalty 3453.702164 = -5101745.827999
  nChanged 1158
		SP:Iteration 11Q (132533.030000 sec): 3 clusters
  Score: Raw -5106110.979573 + Penalty 3453.702164 = -5102657.277408
  nChanged 766
		SP:Iteration 12Q (132533.530000 sec): 3 clusters
  Score: Raw -5106629.667164 + Penalty 3453.702164 = -5103175.965000
  nChanged 554
		SP:Iteration 13Q (132534.030000 sec): 3 clusters
  Score: Raw -5106972.379246 + Penalty 3453.702164 = -5103518.677082
  nChanged 418
		SP:Iteration 14Q (132534.490000 sec): 3 clusters
  Score: Raw -5107209.723094 + Penalty 3453.702164 = -5103756.020930
  nChanged 378
		SP:Iteration 15Q (132534.950000 sec): 3 clusters
  Score: Raw -5107432.855978 + Penalty 3453.702164 = -5103979.153813
  nChanged 313
		SP:Iteration 16Q (132535.400000 sec): 3 clusters
  Score: Raw -5107622.291371 + Penalty 3453.702164 = -5104168.589207
  nChanged 267
		SP:Iteration 17Q (132535.860000 sec): 3 clusters
  Score: Raw -5107783.812894 + Penalty 3453.702164 = -5104330.110730
  nChanged 212
		SP:Iteration 18Q (132536.270000 sec): 3 clusters
  Score: Raw -5107901.377482 + Penalty 3453.702164 = -5104447.675318
  nChanged 180
		SP:Iteration 19Q (132536.730000 sec): 3 clusters
  Score: Raw -5107999.861652 + Penalty 3453.702164 = -5104546.159488
  nChanged 157
		SP:Iteration 20F (132537.190000 sec): 3 clusters
  Score: Raw -5108089.547949 + Penalty 3453.702164 = -5104635.845785
  nChanged 136
		SP:Iteration 21Q (132537.640000 sec): 3 clusters
  Score: Raw -5108169.457717 + Penalty 3453.702164 = -5104715.755553
  nChanged 129
		SP:Iteration 22Q (132538.100000 sec): 3 clusters
  Score: Raw -5108245.422737 + Penalty 3453.702164 = -5104791.720573
  nChanged 128
		SP:Iteration 23Q (132538.510000 sec): 3 clusters
  Score: Raw -5108319.750214 + Penalty 3453.702164 = -5104866.048050
  nChanged 103
		SP:Iteration 24Q (132538.970000 sec): 3 clusters
  Score: Raw -5108378.737564 + Penalty 3453.702164 = -5104925.035400
  nChanged 83
		SP:Iteration 25Q (132539.390000 sec): 3 clusters
  Score: Raw -5108430.915185 + Penalty 3453.702164 = -5104977.213021
  nChanged 63
		SP:Iteration 26Q (132539.850000 sec): 3 clusters
  Score: Raw -5108471.722540 + Penalty 3453.702164 = -5105018.020376
  nChanged 55
		SP:Iteration 27Q (132540.260000 sec): 3 clusters
  Score: Raw -5108507.680961 + Penalty 3453.702164 = -5105053.978797
  nChanged 58
		SP:Iteration 28Q (132540.720000 sec): 3 clusters
  Score: Raw -5108539.967633 + Penalty 3453.702164 = -5105086.265469
  nChanged 38
		SP:Iteration 29Q (132541.130000 sec): 3 clusters
  Score: Raw -5108558.530719 + Penalty 3453.702164 = -5105104.828554
  nChanged 37
		SP:Iteration 30Q (132541.590000 sec): 3 clusters
  Score: Raw -5108578.413721 + Penalty 3453.702164 = -5105124.711557
  nChanged 25
		SP:Iteration 31Q (132542.010000 sec): 3 clusters
  Score: Raw -5108594.331725 + Penalty 3453.702164 = -5105140.629561
  nChanged 26
		SP:Iteration 32Q (132542.470000 sec): 3 clusters
  Score: Raw -5108606.368622 + Penalty 3453.702164 = -5105152.666458
  nChanged 27
		SP:Iteration 33Q (132542.880000 sec): 3 clusters
  Score: Raw -5108620.003928 + Penalty 3453.702164 = -5105166.301764
  nChanged 25
		SP:Iteration 34Q (132543.340000 sec): 3 clusters
  Score: Raw -5108628.639723 + Penalty 3453.702164 = -5105174.937559
  nChanged 13
		SP:Iteration 35Q (132543.750000 sec): 3 clusters
  Score: Raw -5108634.759046 + Penalty 3453.702164 = -5105181.056882
  nChanged 18
		SP:Iteration 36Q (132544.210000 sec): 3 clusters
  Score: Raw -5108641.892085 + Penalty 3453.702164 = -5105188.189921
  nChanged 15
		SP:Iteration 37Q (132544.630000 sec): 3 clusters
  Score: Raw -5108647.393442 + Penalty 3453.702164 = -5105193.691278
  nChanged 9
		SP:Iteration 38Q (132545.080000 sec): 3 clusters
  Score: Raw -5108650.944458 + Penalty 3453.702164 = -5105197.242294
  nChanged 8
		SP:Iteration 39Q (132545.350000 sec): 3 clusters
  Score: Raw -5108653.580709 + Penalty 3453.702164 = -5105199.878545
  nChanged 2
		SP:Iteration 40F (132545.740000 sec): 3 clusters
  Score: Raw -5108654.638378 + Penalty 3453.702164 = -5105200.936214
  nChanged 9
		SP:Iteration 41Q (132546.110000 sec): 3 clusters
  Score: Raw -5108656.995513 + Penalty 3453.702164 = -5105203.293349
  nChanged 5
		SP:Iteration 42Q (132546.470000 sec): 3 clusters
  Score: Raw -5108658.940879 + Penalty 3453.702164 = -5105205.238714
  nChanged 3
		SP:Iteration 43Q (132546.800000 sec): 3 clusters
  Score: Raw -5108659.781461 + Penalty 3453.702164 = -5105206.079297
  nChanged 3
		SP:Iteration 44Q (132547.140000 sec): 3 clusters
  Score: Raw -5108661.144174 + Penalty 3453.702164 = -5105207.442009
  nChanged 1
		SP:Iteration 45Q (132547.460000 sec): 3 clusters
  Score: Raw -5108661.328824 + Penalty 3453.702164 = -5105207.626660
  nChanged 1
		SP:Iteration 46Q (132547.800000 sec): 3 clusters
  Score: Raw -5108661.428469 + Penalty 3453.702164 = -5105207.726304
  nChanged 2
		SP:Iteration 47Q (132548.140000 sec): 3 clusters
  Score: Raw -5108661.903009 + Penalty 3453.702164 = -5105208.200844
  nChanged 0
		SP:Iteration 48F (132548.470000 sec): 3 clusters
  Score: Raw -5108661.903009 + Penalty 3453.702164 = -5105208.200844
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132548.620000 sec): 2 clusters
  Score: Raw -1638108.124486 + Penalty 1546.885369 = -1636561.239117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132548.910000 sec): 3 clusters
  Score: Raw -1630053.409208 + Penalty 3093.770738 = -1626959.638469
  nChanged 6051
		SP:Iteration 1F (132549.130000 sec): 3 clusters
  Score: Raw -1633401.903393 + Penalty 3093.770738 = -1630308.132654
  nChanged 844
		SP:Iteration 2F (132549.350000 sec): 3 clusters
  Score: Raw -1633806.955666 + Penalty 3093.770738 = -1630713.184927
  nChanged 824
		SP:Iteration 3F (132549.550000 sec): 3 clusters
  Score: Raw -1634260.681082 + Penalty 3093.770738 = -1631166.910343
  nChanged 806
		SP:Iteration 4F (132549.770000 sec): 3 clusters
  Score: Raw -1634729.358766 + Penalty 3093.770738 = -1631635.588028
  nChanged 758
		SP:Iteration 5F (132550.040000 sec): 3 clusters
  Score: Raw -1635153.195363 + Penalty 3093.770738 = -1632059.424624
  nChanged 686
		SP:Iteration 6F (132550.310000 sec): 3 clusters
  Score: Raw -1635508.417954 + Penalty 3093.770738 = -1632414.647215
  nChanged 636
		SP:Iteration 7Q (132550.630000 sec): 3 clusters
  Score: Raw -1635820.733227 + Penalty 3093.770738 = -1632726.962489
  nChanged 574
		SP:Iteration 8Q (132550.900000 sec): 3 clusters
  Score: Raw -1636082.396740 + Penalty 3093.770738 = -1632988.626002
  nChanged 484
		SP:Iteration 9Q (132551.240000 sec): 3 clusters
  Score: Raw -1636297.511103 + Penalty 3093.770738 = -1633203.740365
  nChanged 427
		SP:Iteration 10Q (132551.530000 sec): 3 clusters
  Score: Raw -1636481.256907 + Penalty 3093.770738 = -1633387.486168
  nChanged 394
		SP:Iteration 11Q (132551.840000 sec): 3 clusters
  Score: Raw -1636646.660408 + Penalty 3093.770738 = -1633552.889669
  nChanged 323
		SP:Iteration 12Q (132552.090000 sec): 3 clusters
  Score: Raw -1636789.178261 + Penalty 3093.770738 = -1633695.407523
  nChanged 292
		SP:Iteration 13Q (132552.380000 sec): 3 clusters
  Score: Raw -1636916.549412 + Penalty 3093.770738 = -1633822.778674
  nChanged 294
		SP:Iteration 14Q (132552.630000 sec): 3 clusters
  Score: Raw -1637052.135242 + Penalty 3093.770738 = -1633958.364503
  nChanged 281
		SP:Iteration 15Q (132552.940000 sec): 3 clusters
  Score: Raw -1637188.550148 + Penalty 3093.770738 = -1634094.779410
  nChanged 248
		SP:Iteration 16Q (132553.230000 sec): 3 clusters
  Score: Raw -1637303.791091 + Penalty 3093.770738 = -1634210.020352
  nChanged 222
		SP:Iteration 17Q (132553.510000 sec): 3 clusters
  Score: Raw -1637399.965210 + Penalty 3093.770738 = -1634306.194472
  nChanged 222
		SP:Iteration 18Q (132553.760000 sec): 3 clusters
  Score: Raw -1637487.363997 + Penalty 3093.770738 = -1634393.593259
  nChanged 189
		SP:Iteration 19Q (132554.010000 sec): 3 clusters
  Score: Raw -1637553.225297 + Penalty 3093.770738 = -1634459.454559
  nChanged 160
		SP:Iteration 20F (132554.290000 sec): 3 clusters
  Score: Raw -1637605.593519 + Penalty 3093.770738 = -1634511.822781
  nChanged 131
		SP:Iteration 21Q (132554.540000 sec): 3 clusters
  Score: Raw -1637651.826767 + Penalty 3093.770738 = -1634558.056028
  nChanged 133
		SP:Iteration 22Q (132554.830000 sec): 3 clusters
  Score: Raw -1637694.708356 + Penalty 3093.770738 = -1634600.937617
  nChanged 127
		SP:Iteration 23Q (132555.050000 sec): 3 clusters
  Score: Raw -1637731.151482 + Penalty 3093.770738 = -1634637.380743
  nChanged 122
		SP:Iteration 24Q (132555.270000 sec): 3 clusters
  Score: Raw -1637764.772249 + Penalty 3093.770738 = -1634671.001511
  nChanged 111
		SP:Iteration 25Q (132555.520000 sec): 3 clusters
  Score: Raw -1637795.271896 + Penalty 3093.770738 = -1634701.501158
  nChanged 86
		SP:Iteration 26Q (132555.690000 sec): 3 clusters
  Score: Raw -1637815.682350 + Penalty 3093.770738 = -1634721.911612
  nChanged 94
		SP:Iteration 27Q (132555.870000 sec): 3 clusters
  Score: Raw -1637837.603040 + Penalty 3093.770738 = -1634743.832302
  nChanged 91
		SP:Iteration 28Q (132556.110000 sec): 3 clusters
  Score: Raw -1637857.909135 + Penalty 3093.770738 = -1634764.138397
  nChanged 85
		SP:Iteration 29Q (132556.260000 sec): 3 clusters
  Score: Raw -1637876.763768 + Penalty 3093.770738 = -1634782.993030
  nChanged 75
		SP:Iteration 30Q (132556.430000 sec): 3 clusters
  Score: Raw -1637891.860674 + Penalty 3093.770738 = -1634798.089935
  nChanged 64
		SP:Iteration 31Q (132556.710000 sec): 3 clusters
  Score: Raw -1637905.787960 + Penalty 3093.770738 = -1634812.017222
  nChanged 70
		SP:Iteration 32Q (132556.920000 sec): 3 clusters
  Score: Raw -1637921.055797 + Penalty 3093.770738 = -1634827.285058
  nChanged 83
		SP:Iteration 33Q (132557.120000 sec): 3 clusters
  Score: Raw -1637940.863293 + Penalty 3093.770738 = -1634847.092555
  nChanged 80
		SP:Iteration 34Q (132557.360000 sec): 3 clusters
  Score: Raw -1637961.982336 + Penalty 3093.770738 = -1634868.211598
  nChanged 83
		SP:Iteration 35Q (132557.640000 sec): 3 clusters
  Score: Raw -1637981.363783 + Penalty 3093.770738 = -1634887.593045
  nChanged 67
		SP:Iteration 36Q (132557.860000 sec): 3 clusters
  Score: Raw -1637998.496808 + Penalty 3093.770738 = -1634904.726070
  nChanged 74
		SP:Iteration 37Q (132558.040000 sec): 3 clusters
  Score: Raw -1638016.532659 + Penalty 3093.770738 = -1634922.761920
  nChanged 77
		SP:Iteration 38Q (132558.250000 sec): 3 clusters
  Score: Raw -1638034.418927 + Penalty 3093.770738 = -1634940.648188
  nChanged 74
		SP:Iteration 39Q (132558.480000 sec): 3 clusters
  Score: Raw -1638053.624939 + Penalty 3093.770738 = -1634959.854201
  nChanged 70
		SP:Iteration 40F (132558.760000 sec): 3 clusters
  Score: Raw -1638071.224581 + Penalty 3093.770738 = -1634977.453843
  nChanged 62
		SP:Iteration 41Q (132559.100000 sec): 3 clusters
  Score: Raw -1638085.592615 + Penalty 3093.770738 = -1634991.821877
  nChanged 70
		SP:Iteration 42Q (132559.350000 sec): 3 clusters
  Score: Raw -1638103.560063 + Penalty 3093.770738 = -1635009.789324
  nChanged 61
		SP:Iteration 43Q (132559.650000 sec): 3 clusters
  Score: Raw -1638120.025045 + Penalty 3093.770738 = -1635026.254307
  nChanged 60
		SP:Iteration 44Q (132559.910000 sec): 3 clusters
  Score: Raw -1638135.214383 + Penalty 3093.770738 = -1635041.443644
  nChanged 56
		SP:Iteration 45Q (132560.210000 sec): 3 clusters
  Score: Raw -1638148.662901 + Penalty 3093.770738 = -1635054.892163
  nChanged 50
		SP:Iteration 46Q (132560.430000 sec): 3 clusters
  Score: Raw -1638160.674466 + Penalty 3093.770738 = -1635066.903728
  nChanged 46
		SP:Iteration 47Q (132560.700000 sec): 3 clusters
  Score: Raw -1638171.198519 + Penalty 3093.770738 = -1635077.427781
  nChanged 48
		SP:Iteration 48Q (132560.880000 sec): 3 clusters
  Score: Raw -1638181.497044 + Penalty 3093.770738 = -1635087.726306
  nChanged 52
		SP:Iteration 49Q (132561.080000 sec): 3 clusters
  Score: Raw -1638193.322643 + Penalty 3093.770738 = -1635099.551904
  nChanged 42
		SP:Iteration 50Q (132561.290000 sec): 3 clusters
  Score: Raw -1638202.027740 + Penalty 3093.770738 = -1635108.257001
  nChanged 37
		SP:Iteration 51Q (132561.510000 sec): 3 clusters
  Score: Raw -1638209.683659 + Penalty 3093.770738 = -1635115.912921
  nChanged 38
		SP:Iteration 52Q (132561.730000 sec): 3 clusters
  Score: Raw -1638218.153228 + Penalty 3093.770738 = -1635124.382490
  nChanged 31
		SP:Iteration 53Q (132561.970000 sec): 3 clusters
  Score: Raw -1638225.053562 + Penalty 3093.770738 = -1635131.282823
  nChanged 35
		SP:Iteration 54Q (132562.230000 sec): 3 clusters
  Score: Raw -1638232.618891 + Penalty 3093.770738 = -1635138.848153
  nChanged 29
		SP:Iteration 55Q (132562.420000 sec): 3 clusters
  Score: Raw -1638239.962594 + Penalty 3093.770738 = -1635146.191855
  nChanged 24
		SP:Iteration 56Q (132562.630000 sec): 3 clusters
  Score: Raw -1638245.343604 + Penalty 3093.770738 = -1635151.572865
  nChanged 24
		SP:Iteration 57Q (132562.890000 sec): 3 clusters
  Score: Raw -1638249.580437 + Penalty 3093.770738 = -1635155.809699
  nChanged 18
		SP:Iteration 58Q (132563.110000 sec): 3 clusters
  Score: Raw -1638252.796957 + Penalty 3093.770738 = -1635159.026219
  nChanged 18
		SP:Iteration 59Q (132563.350000 sec): 3 clusters
  Score: Raw -1638256.568679 + Penalty 3093.770738 = -1635162.797941
  nChanged 19
		SP:Iteration 60F (132563.600000 sec): 3 clusters
  Score: Raw -1638261.140930 + Penalty 3093.770738 = -1635167.370192
  nChanged 17
		SP:Iteration 61Q (132563.910000 sec): 3 clusters
  Score: Raw -1638266.082669 + Penalty 3093.770738 = -1635172.311931
  nChanged 19
		SP:Iteration 62Q (132564.130000 sec): 3 clusters
  Score: Raw -1638272.059437 + Penalty 3093.770738 = -1635178.288698
  nChanged 27
		SP:Iteration 63Q (132564.400000 sec): 3 clusters
  Score: Raw -1638279.945805 + Penalty 3093.770738 = -1635186.175066
  nChanged 20
		SP:Iteration 64Q (132564.600000 sec): 3 clusters
  Score: Raw -1638285.811267 + Penalty 3093.770738 = -1635192.040529
  nChanged 22
		SP:Iteration 65Q (132564.830000 sec): 3 clusters
  Score: Raw -1638291.898837 + Penalty 3093.770738 = -1635198.128099
  nChanged 19
		SP:Iteration 66Q (132565.080000 sec): 3 clusters
  Score: Raw -1638297.605524 + Penalty 3093.770738 = -1635203.834786
  nChanged 11
		SP:Iteration 67Q (132565.310000 sec): 3 clusters
  Score: Raw -1638300.719877 + Penalty 3093.770738 = -1635206.949139
  nChanged 13
		SP:Iteration 68Q (132565.520000 sec): 3 clusters
  Score: Raw -1638304.030884 + Penalty 3093.770738 = -1635210.260145
  nChanged 10
		SP:Iteration 69Q (132565.750000 sec): 3 clusters
  Score: Raw -1638306.200396 + Penalty 3093.770738 = -1635212.429658
  nChanged 15
		SP:Iteration 70Q (132566.020000 sec): 3 clusters
  Score: Raw -1638309.659922 + Penalty 3093.770738 = -1635215.889184
  nChanged 12
		SP:Iteration 71Q (132566.270000 sec): 3 clusters
  Score: Raw -1638312.789911 + Penalty 3093.770738 = -1635219.019173
  nChanged 18
		SP:Iteration 72Q (132566.560000 sec): 3 clusters
  Score: Raw -1638316.210399 + Penalty 3093.770738 = -1635222.439660
  nChanged 15
		SP:Iteration 73Q (132566.780000 sec): 3 clusters
  Score: Raw -1638320.120665 + Penalty 3093.770738 = -1635226.349926
  nChanged 19
		SP:Iteration 74Q (132567.040000 sec): 3 clusters
  Score: Raw -1638325.475339 + Penalty 3093.770738 = -1635231.704600
  nChanged 20
		SP:Iteration 75Q (132567.260000 sec): 3 clusters
  Score: Raw -1638331.268655 + Penalty 3093.770738 = -1635237.497917
  nChanged 19
		SP:Iteration 76Q (132567.520000 sec): 3 clusters
  Score: Raw -1638336.353719 + Penalty 3093.770738 = -1635242.582981
  nChanged 25
		SP:Iteration 77Q (132567.780000 sec): 3 clusters
  Score: Raw -1638343.206136 + Penalty 3093.770738 = -1635249.435397
  nChanged 19
		SP:Iteration 78Q (132568.070000 sec): 3 clusters
  Score: Raw -1638349.043617 + Penalty 3093.770738 = -1635255.272879
  nChanged 20
		SP:Iteration 79Q (132568.430000 sec): 3 clusters
  Score: Raw -1638353.652589 + Penalty 3093.770738 = -1635259.881851
  nChanged 17
		SP:Iteration 80F (132568.760000 sec): 3 clusters
  Score: Raw -1638358.275427 + Penalty 3093.770738 = -1635264.504689
  nChanged 9
		SP:Iteration 81Q (132569.050000 sec): 3 clusters
  Score: Raw -1638360.955914 + Penalty 3093.770738 = -1635267.185175
  nChanged 8
		SP:Iteration 82Q (132569.370000 sec): 3 clusters
  Score: Raw -1638362.433872 + Penalty 3093.770738 = -1635268.663134
  nChanged 7
		SP:Iteration 83Q (132569.620000 sec): 3 clusters
  Score: Raw -1638363.443680 + Penalty 3093.770738 = -1635269.672941
  nChanged 9
		SP:Iteration 84Q (132569.810000 sec): 3 clusters
  Score: Raw -1638364.859875 + Penalty 3093.770738 = -1635271.089136
  nChanged 7
		SP:Iteration 85Q (132570.020000 sec): 3 clusters
  Score: Raw -1638366.610781 + Penalty 3093.770738 = -1635272.840043
  nChanged 9
		SP:Iteration 86Q (132570.220000 sec): 3 clusters
  Score: Raw -1638368.497139 + Penalty 3093.770738 = -1635274.726400
  nChanged 10
		SP:Iteration 87Q (132570.420000 sec): 3 clusters
  Score: Raw -1638371.523952 + Penalty 3093.770738 = -1635277.753214
  nChanged 11
		SP:Iteration 88Q (132570.670000 sec): 3 clusters
  Score: Raw -1638374.206909 + Penalty 3093.770738 = -1635280.436170
  nChanged 12
		SP:Iteration 89Q (132570.850000 sec): 3 clusters
  Score: Raw -1638376.456108 + Penalty 3093.770738 = -1635282.685369
  nChanged 5
		SP:Iteration 90Q (132571.050000 sec): 3 clusters
  Score: Raw -1638377.666164 + Penalty 3093.770738 = -1635283.895425
  nChanged 2
		SP:Iteration 91Q (132571.230000 sec): 3 clusters
  Score: Raw -1638378.305041 + Penalty 3093.770738 = -1635284.534302
  nChanged 2
		SP:Iteration 92Q (132571.460000 sec): 3 clusters
  Score: Raw -1638378.906650 + Penalty 3093.770738 = -1635285.135912
  nChanged 1
		SP:Iteration 93Q (132571.650000 sec): 3 clusters
  Score: Raw -1638379.157833 + Penalty 3093.770738 = -1635285.387094
  nChanged 2
		SP:Iteration 94Q (132571.900000 sec): 3 clusters
  Score: Raw -1638379.499703 + Penalty 3093.770738 = -1635285.728964
  nChanged 1
		SP:Iteration 95Q (132572.080000 sec): 3 clusters
  Score: Raw -1638379.751853 + Penalty 3093.770738 = -1635285.981115
  nChanged 0
		SP:Iteration 96F (132572.360000 sec): 3 clusters
  Score: Raw -1638379.751853 + Penalty 3093.770738 = -1635285.981115
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132572.540000 sec): 2 clusters
  Score: Raw -3637737.920792 + Penalty 1674.314037 = -3636063.606755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132572.870000 sec): 3 clusters
  Score: Raw -3619262.351934 + Penalty 3348.628074 = -3615913.723860
  nChanged 13783
		SP:Iteration 1F (132573.200000 sec): 3 clusters
  Score: Raw -3626877.423853 + Penalty 3348.628074 = -3623528.795779
  nChanged 1265
		SP:Iteration 2Q (132573.590000 sec): 3 clusters
  Score: Raw -3627264.139765 + Penalty 3348.628074 = -3623915.511690
  nChanged 1204
		SP:Iteration 3Q (132573.960000 sec): 3 clusters
  Score: Raw -3627615.475336 + Penalty 3348.628074 = -3624266.847262
  nChanged 1095
		SP:Iteration 4Q (132574.390000 sec): 3 clusters
  Score: Raw -3627983.362434 + Penalty 3348.628074 = -3624634.734360
  nChanged 1147
		SP:Iteration 5Q (132574.750000 sec): 3 clusters
  Score: Raw -3628411.673979 + Penalty 3348.628074 = -3625063.045905
  nChanged 1176
		SP:Iteration 6Q (132575.150000 sec): 3 clusters
  Score: Raw -3628933.581078 + Penalty 3348.628074 = -3625584.953003
  nChanged 1281
		SP:Iteration 7Q (132575.480000 sec): 3 clusters
  Score: Raw -3629644.983964 + Penalty 3348.628074 = -3626296.355890
  nChanged 1462
		SP:Iteration 8Q (132575.840000 sec): 3 clusters
  Score: Raw -3630499.425649 + Penalty 3348.628074 = -3627150.797575
  nChanged 1546
		SP:Iteration 9F (132576.140000 sec): 3 clusters
  Score: Raw -3631491.604258 + Penalty 3348.628074 = -3628142.976184
  nChanged 1517
		SP:Iteration 10F (132576.530000 sec): 3 clusters
  Score: Raw -3632533.636066 + Penalty 3348.628074 = -3629185.007992
  nChanged 1444
		SP:Iteration 11Q (132576.870000 sec): 3 clusters
  Score: Raw -3633503.060033 + Penalty 3348.628074 = -3630154.431959
  nChanged 1274
		SP:Iteration 12Q (132577.230000 sec): 3 clusters
  Score: Raw -3634367.767040 + Penalty 3348.628074 = -3631019.138966
  nChanged 1117
		SP:Iteration 13Q (132577.620000 sec): 3 clusters
  Score: Raw -3635122.628157 + Penalty 3348.628074 = -3631774.000083
  nChanged 920
		SP:Iteration 14Q (132577.980000 sec): 3 clusters
  Score: Raw -3635729.289332 + Penalty 3348.628074 = -3632380.661258
  nChanged 822
		SP:Iteration 15Q (132578.330000 sec): 3 clusters
  Score: Raw -3636297.110699 + Penalty 3348.628074 = -3632948.482624
  nChanged 675
		SP:Iteration 16Q (132578.660000 sec): 3 clusters
  Score: Raw -3636792.797597 + Penalty 3348.628074 = -3633444.169523
  nChanged 524
		SP:Iteration 17Q (132579.040000 sec): 3 clusters
  Score: Raw -3637204.372539 + Penalty 3348.628074 = -3633855.744465
  nChanged 398
		SP:Iteration 18Q (132579.390000 sec): 3 clusters
  Score: Raw -3637541.345483 + Penalty 3348.628074 = -3634192.717409
  nChanged 235
		SP:Iteration 19Q (132579.750000 sec): 3 clusters
  Score: Raw -3637725.834184 + Penalty 3348.628074 = -3634377.206110
  nChanged 130
		SP:Iteration 20F (132580.090000 sec): 3 clusters
  Score: Raw -3637833.212815 + Penalty 3348.628074 = -3634484.584740
  nChanged 66
		SP:Iteration 21Q (132580.370000 sec): 3 clusters
  Score: Raw -3637893.694892 + Penalty 3348.628074 = -3634545.066818
  nChanged 41
		SP:Iteration 22Q (132580.660000 sec): 3 clusters
  Score: Raw -3637926.896768 + Penalty 3348.628074 = -3634578.268694
  nChanged 28
		SP:Iteration 23Q (132581.010000 sec): 3 clusters
  Score: Raw -3637951.355179 + Penalty 3348.628074 = -3634602.727105
  nChanged 18
		SP:Iteration 24Q (132581.410000 sec): 3 clusters
  Score: Raw -3637968.008780 + Penalty 3348.628074 = -3634619.380706
  nChanged 12
		SP:Iteration 25Q (132581.780000 sec): 3 clusters
  Score: Raw -3637979.536247 + Penalty 3348.628074 = -3634630.908173
  nChanged 12
		SP:Iteration 26Q (132582.130000 sec): 3 clusters
  Score: Raw -3637990.027041 + Penalty 3348.628074 = -3634641.398966
  nChanged 9
		SP:Iteration 27Q (132582.490000 sec): 3 clusters
  Score: Raw -3637998.731808 + Penalty 3348.628074 = -3634650.103734
  nChanged 5
		SP:Iteration 28Q (132582.820000 sec): 3 clusters
  Score: Raw -3638002.068732 + Penalty 3348.628074 = -3634653.440658
  nChanged 1
		SP:Iteration 29Q (132583.090000 sec): 3 clusters
  Score: Raw -3638003.219064 + Penalty 3348.628074 = -3634654.590990
  nChanged 0
		SP:Iteration 30F (132583.390000 sec): 3 clusters
  Score: Raw -3638003.219064 + Penalty 3348.628074 = -3634654.590990
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132583.520000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132583.690000 sec): 3 clusters
  Score: Raw -12839.699045 + Penalty 1598.993801 = -11240.705244
  nChanged 21
		SP:Iteration 1F (132583.850000 sec): 3 clusters
  Score: Raw -12941.409948 + Penalty 1598.993801 = -11342.416147
  nChanged 6
		SP:Iteration 2Q (132583.960000 sec): 3 clusters
  Score: Raw -12969.944939 + Penalty 1598.993801 = -11370.951138
  nChanged 1
		SP:Iteration 3Q (132584.090000 sec): 3 clusters
  Score: Raw -12973.784745 + Penalty 1598.993801 = -11374.790944
  nChanged 1
		SP:Iteration 4Q (132584.200000 sec): 3 clusters
  Score: Raw -12979.052360 + Penalty 1598.993801 = -11380.058559
  nChanged 0
		SP:Iteration 5F (132584.300000 sec): 3 clusters
  Score: Raw -12979.052360 + Penalty 1598.993801 = -11380.058559
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132584.430000 sec): 2 clusters
  Score: Raw -690692.424062 + Penalty 1404.736196 = -689287.687865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132584.630000 sec): 3 clusters
  Score: Raw -687683.327423 + Penalty 2809.472393 = -684873.855030
  nChanged 2342
		SP:Iteration 1F (132584.780000 sec): 3 clusters
  Score: Raw -688953.605572 + Penalty 2809.472393 = -686144.133179
  nChanged 418
		SP:Iteration 2F (132584.980000 sec): 3 clusters
  Score: Raw -689179.780295 + Penalty 2809.472393 = -686370.307902
  nChanged 309
		SP:Iteration 3F (132585.130000 sec): 3 clusters
  Score: Raw -689369.958017 + Penalty 2809.472393 = -686560.485624
  nChanged 274
		SP:Iteration 4Q (132585.300000 sec): 3 clusters
  Score: Raw -689546.455341 + Penalty 2809.472393 = -686736.982948
  nChanged 268
		SP:Iteration 5Q (132585.520000 sec): 3 clusters
  Score: Raw -689719.382225 + Penalty 2809.472393 = -686909.909832
  nChanged 220
		SP:Iteration 6Q (132585.680000 sec): 3 clusters
  Score: Raw -689855.821963 + Penalty 2809.472393 = -687046.349570
  nChanged 186
		SP:Iteration 7Q (132585.820000 sec): 3 clusters
  Score: Raw -689956.834018 + Penalty 2809.472393 = -687147.361625
  nChanged 173
		SP:Iteration 8Q (132585.980000 sec): 3 clusters
  Score: Raw -690048.939274 + Penalty 2809.472393 = -687239.466881
  nChanged 164
		SP:Iteration 9Q (132586.200000 sec): 3 clusters
  Score: Raw -690131.569257 + Penalty 2809.472393 = -687322.096864
  nChanged 150
		SP:Iteration 10Q (132586.380000 sec): 3 clusters
  Score: Raw -690201.698861 + Penalty 2809.472393 = -687392.226468
  nChanged 130
		SP:Iteration 11Q (132586.560000 sec): 3 clusters
  Score: Raw -690261.663002 + Penalty 2809.472393 = -687452.190609
  nChanged 120
		SP:Iteration 12Q (132586.740000 sec): 3 clusters
  Score: Raw -690314.358854 + Penalty 2809.472393 = -687504.886461
  nChanged 119
		SP:Iteration 13Q (132586.890000 sec): 3 clusters
  Score: Raw -690367.922247 + Penalty 2809.472393 = -687558.449854
  nChanged 112
		SP:Iteration 14Q (132587.070000 sec): 3 clusters
  Score: Raw -690416.613915 + Penalty 2809.472393 = -687607.141522
  nChanged 119
		SP:Iteration 15Q (132587.240000 sec): 3 clusters
  Score: Raw -690462.186951 + Penalty 2809.472393 = -687652.714558
  nChanged 91
		SP:Iteration 16Q (132587.390000 sec): 3 clusters
  Score: Raw -690496.141832 + Penalty 2809.472393 = -687686.669439
  nChanged 73
		SP:Iteration 17Q (132587.580000 sec): 3 clusters
  Score: Raw -690518.057488 + Penalty 2809.472393 = -687708.585095
  nChanged 58
		SP:Iteration 18Q (132587.760000 sec): 3 clusters
  Score: Raw -690532.196253 + Penalty 2809.472393 = -687722.723860
  nChanged 52
		SP:Iteration 19Q (132587.910000 sec): 3 clusters
  Score: Raw -690545.914900 + Penalty 2809.472393 = -687736.442507
  nChanged 49
		SP:Iteration 20F (132588.050000 sec): 3 clusters
  Score: Raw -690557.073147 + Penalty 2809.472393 = -687747.600754
  nChanged 38
		SP:Iteration 21Q (132588.230000 sec): 3 clusters
  Score: Raw -690566.153660 + Penalty 2809.472393 = -687756.681267
  nChanged 30
		SP:Iteration 22Q (132588.360000 sec): 3 clusters
  Score: Raw -690574.622119 + Penalty 2809.472393 = -687765.149726
  nChanged 30
		SP:Iteration 23Q (132588.540000 sec): 3 clusters
  Score: Raw -690582.797490 + Penalty 2809.472393 = -687773.325098
  nChanged 24
		SP:Iteration 24Q (132588.720000 sec): 3 clusters
  Score: Raw -690589.246563 + Penalty 2809.472393 = -687779.774170
  nChanged 26
		SP:Iteration 25Q (132588.930000 sec): 3 clusters
  Score: Raw -690597.145102 + Penalty 2809.472393 = -687787.672709
  nChanged 28
		SP:Iteration 26Q (132589.200000 sec): 3 clusters
  Score: Raw -690606.524202 + Penalty 2809.472393 = -687797.051809
  nChanged 30
		SP:Iteration 27Q (132589.340000 sec): 3 clusters
  Score: Raw -690616.368098 + Penalty 2809.472393 = -687806.895705
  nChanged 36
		SP:Iteration 28Q (132589.530000 sec): 3 clusters
  Score: Raw -690627.658709 + Penalty 2809.472393 = -687818.186316
  nChanged 27
		SP:Iteration 29Q (132589.690000 sec): 3 clusters
  Score: Raw -690635.026225 + Penalty 2809.472393 = -687825.553832
  nChanged 31
		SP:Iteration 30Q (132589.880000 sec): 3 clusters
  Score: Raw -690643.372110 + Penalty 2809.472393 = -687833.899717
  nChanged 36
		SP:Iteration 31Q (132590.040000 sec): 3 clusters
  Score: Raw -690656.154115 + Penalty 2809.472393 = -687846.681722
  nChanged 42
		SP:Iteration 32Q (132590.290000 sec): 3 clusters
  Score: Raw -690669.264547 + Penalty 2809.472393 = -687859.792154
  nChanged 51
		SP:Iteration 33Q (132590.540000 sec): 3 clusters
  Score: Raw -690687.238431 + Penalty 2809.472393 = -687877.766038
  nChanged 50
		SP:Iteration 34Q (132590.750000 sec): 3 clusters
  Score: Raw -690703.694553 + Penalty 2809.472393 = -687894.222160
  nChanged 40
		SP:Iteration 35Q (132590.950000 sec): 3 clusters
  Score: Raw -690715.546093 + Penalty 2809.472393 = -687906.073700
  nChanged 30
		SP:Iteration 36Q (132591.110000 sec): 3 clusters
  Score: Raw -690724.973016 + Penalty 2809.472393 = -687915.500623
  nChanged 26
		SP:Iteration 37Q (132591.270000 sec): 3 clusters
  Score: Raw -690731.361427 + Penalty 2809.472393 = -687921.889034
  nChanged 26
		SP:Iteration 38Q (132591.430000 sec): 3 clusters
  Score: Raw -690738.536278 + Penalty 2809.472393 = -687929.063885
  nChanged 25
		SP:Iteration 39Q (132591.680000 sec): 3 clusters
  Score: Raw -690745.659811 + Penalty 2809.472393 = -687936.187418
  nChanged 25
		SP:Iteration 40F (132591.840000 sec): 3 clusters
  Score: Raw -690754.261030 + Penalty 2809.472393 = -687944.788637
  nChanged 24
		SP:Iteration 41Q (132592.030000 sec): 3 clusters
  Score: Raw -690760.427626 + Penalty 2809.472393 = -687950.955233
  nChanged 24
		SP:Iteration 42Q (132592.260000 sec): 3 clusters
  Score: Raw -690768.333908 + Penalty 2809.472393 = -687958.861515
  nChanged 32
		SP:Iteration 43Q (132592.480000 sec): 3 clusters
  Score: Raw -690779.859405 + Penalty 2809.472393 = -687970.387012
  nChanged 38
		SP:Iteration 44Q (132592.660000 sec): 3 clusters
  Score: Raw -690794.554867 + Penalty 2809.472393 = -687985.082474
  nChanged 47
		SP:Iteration 45Q (132592.900000 sec): 3 clusters
  Score: Raw -690815.160377 + Penalty 2809.472393 = -688005.687984
  nChanged 46
		SP:Iteration 46Q (132593.070000 sec): 3 clusters
  Score: Raw -690831.594544 + Penalty 2809.472393 = -688022.122151
  nChanged 37
		SP:Iteration 47Q (132593.260000 sec): 3 clusters
  Score: Raw -690846.265919 + Penalty 2809.472393 = -688036.793526
  nChanged 37
		SP:Iteration 48Q (132593.430000 sec): 3 clusters
  Score: Raw -690858.532580 + Penalty 2809.472393 = -688049.060187
  nChanged 36
		SP:Iteration 49Q (132593.670000 sec): 3 clusters
  Score: Raw -690871.726802 + Penalty 2809.472393 = -688062.254409
  nChanged 30
		SP:Iteration 50Q (132593.910000 sec): 3 clusters
  Score: Raw -690884.266863 + Penalty 2809.472393 = -688074.794470
  nChanged 39
		SP:Iteration 51Q (132594.080000 sec): 3 clusters
  Score: Raw -690901.119155 + Penalty 2809.472393 = -688091.646762
  nChanged 39
		SP:Iteration 52Q (132594.270000 sec): 3 clusters
  Score: Raw -690913.879062 + Penalty 2809.472393 = -688104.406669
  nChanged 32
		SP:Iteration 53Q (132594.440000 sec): 3 clusters
  Score: Raw -690924.814246 + Penalty 2809.472393 = -688115.341853
  nChanged 34
		SP:Iteration 54Q (132594.590000 sec): 3 clusters
  Score: Raw -690938.543203 + Penalty 2809.472393 = -688129.070810
  nChanged 46
		SP:Iteration 55Q (132594.750000 sec): 3 clusters
  Score: Raw -690960.685265 + Penalty 2809.472393 = -688151.212872
  nChanged 49
		SP:Iteration 56Q (132594.900000 sec): 3 clusters
  Score: Raw -690983.431505 + Penalty 2809.472393 = -688173.959112
  nChanged 62
		SP:Iteration 57Q (132595.090000 sec): 3 clusters
  Score: Raw -691014.754070 + Penalty 2809.472393 = -688205.281677
  nChanged 56
		SP:Iteration 58Q (132595.280000 sec): 3 clusters
  Score: Raw -691045.201003 + Penalty 2809.472393 = -688235.728610
  nChanged 49
		SP:Iteration 59Q (132595.440000 sec): 3 clusters
  Score: Raw -691070.249390 + Penalty 2809.472393 = -688260.776997
  nChanged 41
		SP:Iteration 60F (132595.630000 sec): 3 clusters
  Score: Raw -691096.245079 + Penalty 2809.472393 = -688286.772686
  nChanged 45
		SP:Iteration 61Q (132595.780000 sec): 3 clusters
  Score: Raw -691129.641115 + Penalty 2809.472393 = -688320.168722
  nChanged 49
		SP:Iteration 62Q (132595.960000 sec): 3 clusters
  Score: Raw -691167.056867 + Penalty 2809.472393 = -688357.584474
  nChanged 47
		SP:Iteration 63Q (132596.070000 sec): 3 clusters
  Score: Raw -691202.227444 + Penalty 2809.472393 = -688392.755051
  nChanged 48
		SP:Iteration 64Q (132596.260000 sec): 3 clusters
  Score: Raw -691241.450930 + Penalty 2809.472393 = -688431.978537
  nChanged 45
		SP:Iteration 65Q (132596.420000 sec): 3 clusters
  Score: Raw -691275.782532 + Penalty 2809.472393 = -688466.310139
  nChanged 40
		SP:Iteration 66Q (132596.610000 sec): 3 clusters
  Score: Raw -691299.830366 + Penalty 2809.472393 = -688490.357973
  nChanged 24
		SP:Iteration 67Q (132596.800000 sec): 3 clusters
  Score: Raw -691309.691605 + Penalty 2809.472393 = -688500.219212
  nChanged 17
		SP:Iteration 68Q (132596.970000 sec): 3 clusters
  Score: Raw -691318.122110 + Penalty 2809.472393 = -688508.649717
  nChanged 15
		SP:Iteration 69Q (132597.150000 sec): 3 clusters
  Score: Raw -691324.118112 + Penalty 2809.472393 = -688514.645719
  nChanged 7
		SP:Iteration 70Q (132597.260000 sec): 3 clusters
  Score: Raw -691326.181180 + Penalty 2809.472393 = -688516.708787
  nChanged 4
		SP:Iteration 71Q (132597.400000 sec): 3 clusters
  Score: Raw -691328.092387 + Penalty 2809.472393 = -688518.619994
  nChanged 6
		SP:Iteration 72Q (132597.590000 sec): 3 clusters
  Score: Raw -691330.665981 + Penalty 2809.472393 = -688521.193588
  nChanged 4
		SP:Iteration 73Q (132597.700000 sec): 3 clusters
  Score: Raw -691332.029623 + Penalty 2809.472393 = -688522.557230
  nChanged 1
		SP:Iteration 74Q (132597.850000 sec): 3 clusters
  Score: Raw -691332.311394 + Penalty 2809.472393 = -688522.839001
  nChanged 0
		SP:Iteration 75F (132597.990000 sec): 3 clusters
  Score: Raw -691332.311394 + Penalty 2809.472393 = -688522.839001
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132598.110000 sec): 2 clusters
  Score: Raw -600681.093037 + Penalty 1394.521247 = -599286.571790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132598.260000 sec): 3 clusters
  Score: Raw -597956.481871 + Penalty 2789.042493 = -595167.439378
  nChanged 2159
		SP:Iteration 1F (132598.450000 sec): 3 clusters
  Score: Raw -599286.689070 + Penalty 2789.042493 = -596497.646577
  nChanged 453
		SP:Iteration 2F (132598.630000 sec): 3 clusters
  Score: Raw -599656.585060 + Penalty 2789.042493 = -596867.542567
  nChanged 426
		SP:Iteration 3F (132598.790000 sec): 3 clusters
  Score: Raw -600032.902161 + Penalty 2789.042493 = -597243.859668
  nChanged 358
		SP:Iteration 4F (132598.970000 sec): 3 clusters
  Score: Raw -600340.981115 + Penalty 2789.042493 = -597551.938622
  nChanged 328
		SP:Iteration 5F (132599.140000 sec): 3 clusters
  Score: Raw -600591.263342 + Penalty 2789.042493 = -597802.220849
  nChanged 244
		SP:Iteration 6Q (132599.290000 sec): 3 clusters
  Score: Raw -600746.798280 + Penalty 2789.042493 = -597957.755787
  nChanged 188
		SP:Iteration 7Q (132599.450000 sec): 3 clusters
  Score: Raw -600852.327367 + Penalty 2789.042493 = -598063.284874
  nChanged 145
		SP:Iteration 8Q (132599.660000 sec): 3 clusters
  Score: Raw -600935.515044 + Penalty 2789.042493 = -598146.472550
  nChanged 114
		SP:Iteration 9Q (132599.810000 sec): 3 clusters
  Score: Raw -600982.171299 + Penalty 2789.042493 = -598193.128805
  nChanged 77
		SP:Iteration 10Q (132599.980000 sec): 3 clusters
  Score: Raw -601019.814496 + Penalty 2789.042493 = -598230.772002
  nChanged 63
		SP:Iteration 11Q (132600.150000 sec): 3 clusters
  Score: Raw -601045.738267 + Penalty 2789.042493 = -598256.695774
  nChanged 54
		SP:Iteration 12Q (132600.310000 sec): 3 clusters
  Score: Raw -601066.658116 + Penalty 2789.042493 = -598277.615622
  nChanged 37
		SP:Iteration 13Q (132600.490000 sec): 3 clusters
  Score: Raw -601077.931192 + Penalty 2789.042493 = -598288.888698
  nChanged 25
		SP:Iteration 14Q (132600.590000 sec): 3 clusters
  Score: Raw -601085.642644 + Penalty 2789.042493 = -598296.600150
  nChanged 22
		SP:Iteration 15Q (132600.740000 sec): 3 clusters
  Score: Raw -601091.442872 + Penalty 2789.042493 = -598302.400378
  nChanged 25
		SP:Iteration 16Q (132600.940000 sec): 3 clusters
  Score: Raw -601099.528061 + Penalty 2789.042493 = -598310.485568
  nChanged 15
		SP:Iteration 17Q (132601.110000 sec): 3 clusters
  Score: Raw -601103.015003 + Penalty 2789.042493 = -598313.972509
  nChanged 10
		SP:Iteration 18Q (132601.270000 sec): 3 clusters
  Score: Raw -601105.658728 + Penalty 2789.042493 = -598316.616234
  nChanged 7
		SP:Iteration 19Q (132601.380000 sec): 3 clusters
  Score: Raw -601106.896958 + Penalty 2789.042493 = -598317.854465
  nChanged 4
		SP:Iteration 20F (132601.520000 sec): 3 clusters
  Score: Raw -601107.460087 + Penalty 2789.042493 = -598318.417594
  nChanged 1
		SP:Iteration 21Q (132601.720000 sec): 3 clusters
  Score: Raw -601107.708953 + Penalty 2789.042493 = -598318.666459
  nChanged 1
		SP:Iteration 22Q (132601.900000 sec): 3 clusters
  Score: Raw -601107.921416 + Penalty 2789.042493 = -598318.878923
  nChanged 0
		SP:Iteration 23F (132602.060000 sec): 3 clusters
  Score: Raw -601107.921416 + Penalty 2789.042493 = -598318.878923
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132602.130000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132602.290000 sec): 3 clusters
  Score: Raw -85072.864770 + Penalty 2186.025856 = -82886.838914
  nChanged 269
		SP:Iteration 1F (132602.390000 sec): 3 clusters
  Score: Raw -85381.515552 + Penalty 2186.025856 = -83195.489696
  nChanged 81
		SP:Iteration 2F (132602.530000 sec): 3 clusters
  Score: Raw -85494.459500 + Penalty 2186.025856 = -83308.433644
  nChanged 46
		SP:Iteration 3F (132602.690000 sec): 3 clusters
  Score: Raw -85556.350357 + Penalty 2186.025856 = -83370.324501
  nChanged 38
		SP:Iteration 4Q (132602.780000 sec): 3 clusters
  Score: Raw -85619.870229 + Penalty 2186.025856 = -83433.844374
  nChanged 43
		SP:Iteration 5F (132602.930000 sec): 3 clusters
  Score: Raw -85682.202032 + Penalty 2186.025856 = -83496.176177
  nChanged 33
		SP:Iteration 6Q (132603.070000 sec): 3 clusters
  Score: Raw -85729.820984 + Penalty 2186.025856 = -83543.795128
  nChanged 21
		SP:Iteration 7Q (132603.220000 sec): 3 clusters
  Score: Raw -85760.319808 + Penalty 2186.025856 = -83574.293953
  nChanged 18
		SP:Iteration 8Q (132603.370000 sec): 3 clusters
  Score: Raw -85781.610529 + Penalty 2186.025856 = -83595.584674
  nChanged 7
		SP:Iteration 9Q (132603.510000 sec): 3 clusters
  Score: Raw -85791.878601 + Penalty 2186.025856 = -83605.852746
  nChanged 4
		SP:Iteration 10Q (132603.650000 sec): 3 clusters
  Score: Raw -85802.575031 + Penalty 2186.025856 = -83616.549175
  nChanged 5
		SP:Iteration 11Q (132603.760000 sec): 3 clusters
  Score: Raw -85805.721821 + Penalty 2186.025856 = -83619.695965
  nChanged 1
		SP:Iteration 12Q (132603.900000 sec): 3 clusters
  Score: Raw -85806.637186 + Penalty 2186.025856 = -83620.611331
  nChanged 0
		SP:Iteration 13F (132604.040000 sec): 3 clusters
  Score: Raw -85806.637186 + Penalty 2186.025856 = -83620.611331
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132604.140000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132604.230000 sec): 3 clusters
  Score: Raw -60656.448445 + Penalty 2024.266076 = -58632.182369
  nChanged 109
		SP:Iteration 1F (132604.380000 sec): 3 clusters
  Score: Raw -60791.156840 + Penalty 2024.266076 = -58766.890764
  nChanged 25
		SP:Iteration 2Q (132604.470000 sec): 3 clusters
  Score: Raw -60832.087596 + Penalty 2024.266076 = -58807.821520
  nChanged 18
		SP:Iteration 3Q (132604.570000 sec): 3 clusters
  Score: Raw -60862.677455 + Penalty 2024.266076 = -58838.411379
  nChanged 14
		SP:Iteration 4Q (132604.710000 sec): 3 clusters
  Score: Raw -60894.778860 + Penalty 2024.266076 = -58870.512784
  nChanged 14
		SP:Iteration 5Q (132604.860000 sec): 3 clusters
  Score: Raw -60914.916004 + Penalty 2024.266076 = -58890.649927
  nChanged 7
		SP:Iteration 6Q (132605.010000 sec): 3 clusters
  Score: Raw -60922.951470 + Penalty 2024.266076 = -58898.685394
  nChanged 2
		SP:Iteration 7Q (132605.150000 sec): 3 clusters
  Score: Raw -60924.401085 + Penalty 2024.266076 = -58900.135008
  nChanged 0
		SP:Iteration 8F (132605.290000 sec): 3 clusters
  Score: Raw -60924.401085 + Penalty 2024.266076 = -58900.135008
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (15854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132605.530000 sec): 2 clusters
  Score: Raw -1809175.730091 + Penalty 1571.566281 = -1807604.163810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132605.750000 sec): 3 clusters
  Score: Raw -1799847.673398 + Penalty 3143.132562 = -1796704.540836
  nChanged 7045
		SP:Iteration 1F (132606.000000 sec): 3 clusters
  Score: Raw -1803928.728912 + Penalty 3143.132562 = -1800785.596350
  nChanged 1077
		SP:Iteration 2F (132606.290000 sec): 3 clusters
  Score: Raw -1804578.660374 + Penalty 3143.132562 = -1801435.527813
  nChanged 1042
		SP:Iteration 3F (132606.590000 sec): 3 clusters
  Score: Raw -1805294.498486 + Penalty 3143.132562 = -1802151.365924
  nChanged 1043
		SP:Iteration 4F (132606.830000 sec): 3 clusters
  Score: Raw -1806028.037616 + Penalty 3143.132562 = -1802884.905054
  nChanged 1016
		SP:Iteration 5F (132607.100000 sec): 3 clusters
  Score: Raw -1806725.334798 + Penalty 3143.132562 = -1803582.202236
  nChanged 902
		SP:Iteration 6F (132607.300000 sec): 3 clusters
  Score: Raw -1807323.344439 + Penalty 3143.132562 = -1804180.211877
  nChanged 800
		SP:Iteration 7F (132607.570000 sec): 3 clusters
  Score: Raw -1807856.898911 + Penalty 3143.132562 = -1804713.766350
  nChanged 700
		SP:Iteration 8Q (132607.830000 sec): 3 clusters
  Score: Raw -1808327.291541 + Penalty 3143.132562 = -1805184.158979
  nChanged 574
		SP:Iteration 9Q (132608.070000 sec): 3 clusters
  Score: Raw -1808717.071027 + Penalty 3143.132562 = -1805573.938465
  nChanged 523
		SP:Iteration 10Q (132608.290000 sec): 3 clusters
  Score: Raw -1809024.392604 + Penalty 3143.132562 = -1805881.260043
  nChanged 423
		SP:Iteration 11Q (132608.520000 sec): 3 clusters
  Score: Raw -1809299.842690 + Penalty 3143.132562 = -1806156.710128
  nChanged 408
		SP:Iteration 12Q (132608.790000 sec): 3 clusters
  Score: Raw -1809528.305750 + Penalty 3143.132562 = -1806385.173188
  nChanged 351
		SP:Iteration 13Q (132609.010000 sec): 3 clusters
  Score: Raw -1809722.857008 + Penalty 3143.132562 = -1806579.724446
  nChanged 289
		SP:Iteration 14Q (132609.250000 sec): 3 clusters
  Score: Raw -1809862.433060 + Penalty 3143.132562 = -1806719.300498
  nChanged 237
		SP:Iteration 15Q (132609.490000 sec): 3 clusters
  Score: Raw -1809961.264321 + Penalty 3143.132562 = -1806818.131759
  nChanged 205
		SP:Iteration 16Q (132609.690000 sec): 3 clusters
  Score: Raw -1810031.945647 + Penalty 3143.132562 = -1806888.813085
  nChanged 168
		SP:Iteration 17Q (132609.920000 sec): 3 clusters
  Score: Raw -1810078.085336 + Penalty 3143.132562 = -1806934.952774
  nChanged 123
		SP:Iteration 18Q (132610.140000 sec): 3 clusters
  Score: Raw -1810105.322461 + Penalty 3143.132562 = -1806962.189900
  nChanged 79
		SP:Iteration 19Q (132610.340000 sec): 3 clusters
  Score: Raw -1810118.466089 + Penalty 3143.132562 = -1806975.333527
  nChanged 47
		SP:Iteration 20F (132610.630000 sec): 3 clusters
  Score: Raw -1810123.997751 + Penalty 3143.132562 = -1806980.865189
  nChanged 36
		SP:Iteration 21Q (132610.850000 sec): 3 clusters
  Score: Raw -1810128.988526 + Penalty 3143.132562 = -1806985.855965
  nChanged 36
		SP:Iteration 22Q (132611.110000 sec): 3 clusters
  Score: Raw -1810134.424302 + Penalty 3143.132562 = -1806991.291741
  nChanged 35
		SP:Iteration 23Q (132611.360000 sec): 3 clusters
  Score: Raw -1810138.757454 + Penalty 3143.132562 = -1806995.624892
  nChanged 25
		SP:Iteration 24Q (132611.550000 sec): 3 clusters
  Score: Raw -1810141.134265 + Penalty 3143.132562 = -1806998.001704
  nChanged 22
		SP:Iteration 25Q (132611.790000 sec): 3 clusters
  Score: Raw -1810143.571046 + Penalty 3143.132562 = -1807000.438484
  nChanged 24
		SP:Iteration 26Q (132611.990000 sec): 3 clusters
  Score: Raw -1810146.813595 + Penalty 3143.132562 = -1807003.681033
  nChanged 22
		SP:Iteration 27Q (132612.200000 sec): 3 clusters
  Score: Raw -1810149.263981 + Penalty 3143.132562 = -1807006.131419
  nChanged 21
		SP:Iteration 28Q (132612.410000 sec): 3 clusters
  Score: Raw -1810150.783645 + Penalty 3143.132562 = -1807007.651083
  nChanged 10
		SP:Iteration 29Q (132612.630000 sec): 3 clusters
  Score: Raw -1810151.570208 + Penalty 3143.132562 = -1807008.437646
  nChanged 14
		SP:Iteration 30Q (132612.830000 sec): 3 clusters
  Score: Raw -1810152.513078 + Penalty 3143.132562 = -1807009.380517
  nChanged 11
		SP:Iteration 31Q (132613.050000 sec): 3 clusters
  Score: Raw -1810153.607379 + Penalty 3143.132562 = -1807010.474817
  nChanged 8
		SP:Iteration 32Q (132613.270000 sec): 3 clusters
  Score: Raw -1810154.510093 + Penalty 3143.132562 = -1807011.377531
  nChanged 7
		SP:Iteration 33Q (132613.450000 sec): 3 clusters
  Score: Raw -1810155.224597 + Penalty 3143.132562 = -1807012.092036
  nChanged 6
		SP:Iteration 34Q (132613.650000 sec): 3 clusters
  Score: Raw -1810155.651816 + Penalty 3143.132562 = -1807012.519254
  nChanged 11
		SP:Iteration 35Q (132613.870000 sec): 3 clusters
  Score: Raw -1810156.361659 + Penalty 3143.132562 = -1807013.229097
  nChanged 7
		SP:Iteration 36Q (132614.120000 sec): 3 clusters
  Score: Raw -1810156.966727 + Penalty 3143.132562 = -1807013.834165
  nChanged 10
		SP:Iteration 37Q (132614.330000 sec): 3 clusters
  Score: Raw -1810157.769275 + Penalty 3143.132562 = -1807014.636713
  nChanged 8
		SP:Iteration 38Q (132614.580000 sec): 3 clusters
  Score: Raw -1810158.471611 + Penalty 3143.132562 = -1807015.339049
  nChanged 11
		SP:Iteration 39Q (132614.880000 sec): 3 clusters
  Score: Raw -1810159.251406 + Penalty 3143.132562 = -1807016.118844
  nChanged 9
		SP:Iteration 40F (132615.150000 sec): 3 clusters
  Score: Raw -1810159.853207 + Penalty 3143.132562 = -1807016.720646
  nChanged 9
		SP:Iteration 41Q (132615.360000 sec): 3 clusters
  Score: Raw -1810160.700671 + Penalty 3143.132562 = -1807017.568109
  nChanged 9
		SP:Iteration 42Q (132615.550000 sec): 3 clusters
  Score: Raw -1810161.213702 + Penalty 3143.132562 = -1807018.081140
  nChanged 6
		SP:Iteration 43Q (132615.800000 sec): 3 clusters
  Score: Raw -1810161.754858 + Penalty 3143.132562 = -1807018.622297
  nChanged 9
		SP:Iteration 44Q (132616.030000 sec): 3 clusters
  Score: Raw -1810162.390448 + Penalty 3143.132562 = -1807019.257886
  nChanged 9
		SP:Iteration 45Q (132616.260000 sec): 3 clusters
  Score: Raw -1810162.931865 + Penalty 3143.132562 = -1807019.799303
  nChanged 4
		SP:Iteration 46Q (132616.580000 sec): 3 clusters
  Score: Raw -1810163.065355 + Penalty 3143.132562 = -1807019.932793
  nChanged 1
		SP:Iteration 47Q (132616.860000 sec): 3 clusters
  Score: Raw -1810163.098796 + Penalty 3143.132562 = -1807019.966234
  nChanged 1
		SP:Iteration 48Q (132617.080000 sec): 3 clusters
  Score: Raw -1810163.130788 + Penalty 3143.132562 = -1807019.998226
  nChanged 0
		SP:Iteration 49F (132617.390000 sec): 3 clusters
  Score: Raw -1810163.130788 + Penalty 3143.132562 = -1807019.998226
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132617.500000 sec): 2 clusters
  Score: Raw -1139488.538916 + Penalty 1486.608269 = -1138001.930647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132617.750000 sec): 3 clusters
  Score: Raw -1134236.164762 + Penalty 2973.216538 = -1131262.948223
  nChanged 3965
		SP:Iteration 1F (132617.880000 sec): 3 clusters
  Score: Raw -1136457.173463 + Penalty 2973.216538 = -1133483.956925
  nChanged 649
		SP:Iteration 2F (132618.090000 sec): 3 clusters
  Score: Raw -1136758.351283 + Penalty 2973.216538 = -1133785.134745
  nChanged 512
		SP:Iteration 3F (132618.340000 sec): 3 clusters
  Score: Raw -1136976.755886 + Penalty 2973.216538 = -1134003.539348
  nChanged 429
		SP:Iteration 4Q (132618.580000 sec): 3 clusters
  Score: Raw -1137163.950139 + Penalty 2973.216538 = -1134190.733601
  nChanged 368
		SP:Iteration 5Q (132618.750000 sec): 3 clusters
  Score: Raw -1137317.338482 + Penalty 2973.216538 = -1134344.121944
  nChanged 354
		SP:Iteration 6Q (132618.920000 sec): 3 clusters
  Score: Raw -1137459.407801 + Penalty 2973.216538 = -1134486.191262
  nChanged 334
		SP:Iteration 7Q (132619.140000 sec): 3 clusters
  Score: Raw -1137605.286541 + Penalty 2973.216538 = -1134632.070002
  nChanged 316
		SP:Iteration 8Q (132619.330000 sec): 3 clusters
  Score: Raw -1137746.844303 + Penalty 2973.216538 = -1134773.627764
  nChanged 326
		SP:Iteration 9Q (132619.520000 sec): 3 clusters
  Score: Raw -1137892.738858 + Penalty 2973.216538 = -1134919.522320
  nChanged 337
		SP:Iteration 10Q (132619.770000 sec): 3 clusters
  Score: Raw -1138048.901432 + Penalty 2973.216538 = -1135075.684894
  nChanged 310
		SP:Iteration 11Q (132619.940000 sec): 3 clusters
  Score: Raw -1138197.802102 + Penalty 2973.216538 = -1135224.585564
  nChanged 269
		SP:Iteration 12Q (132620.200000 sec): 3 clusters
  Score: Raw -1138312.018710 + Penalty 2973.216538 = -1135338.802171
  nChanged 238
		SP:Iteration 13Q (132620.430000 sec): 3 clusters
  Score: Raw -1138403.354545 + Penalty 2973.216538 = -1135430.138007
  nChanged 207
		SP:Iteration 14Q (132620.640000 sec): 3 clusters
  Score: Raw -1138496.868537 + Penalty 2973.216538 = -1135523.651998
  nChanged 201
		SP:Iteration 15Q (132620.850000 sec): 3 clusters
  Score: Raw -1138592.289980 + Penalty 2973.216538 = -1135619.073442
  nChanged 197
		SP:Iteration 16Q (132621.140000 sec): 3 clusters
  Score: Raw -1138710.779900 + Penalty 2973.216538 = -1135737.563362
  nChanged 211
		SP:Iteration 17Q (132621.340000 sec): 3 clusters
  Score: Raw -1138817.715074 + Penalty 2973.216538 = -1135844.498536
  nChanged 210
		SP:Iteration 18Q (132621.570000 sec): 3 clusters
  Score: Raw -1138920.213030 + Penalty 2973.216538 = -1135946.996491
  nChanged 183
		SP:Iteration 19Q (132621.770000 sec): 3 clusters
  Score: Raw -1139013.588239 + Penalty 2973.216538 = -1136040.371701
  nChanged 193
		SP:Iteration 20F (132621.990000 sec): 3 clusters
  Score: Raw -1139107.993677 + Penalty 2973.216538 = -1136134.777138
  nChanged 186
		SP:Iteration 21Q (132622.210000 sec): 3 clusters
  Score: Raw -1139193.845742 + Penalty 2973.216538 = -1136220.629203
  nChanged 169
		SP:Iteration 22Q (132622.390000 sec): 3 clusters
  Score: Raw -1139266.158755 + Penalty 2973.216538 = -1136292.942216
  nChanged 154
		SP:Iteration 23Q (132622.630000 sec): 3 clusters
  Score: Raw -1139319.597176 + Penalty 2973.216538 = -1136346.380637
  nChanged 123
		SP:Iteration 24Q (132622.840000 sec): 3 clusters
  Score: Raw -1139361.017976 + Penalty 2973.216538 = -1136387.801437
  nChanged 115
		SP:Iteration 25Q (132623.030000 sec): 3 clusters
  Score: Raw -1139396.739686 + Penalty 2973.216538 = -1136423.523147
  nChanged 94
		SP:Iteration 26Q (132623.250000 sec): 3 clusters
  Score: Raw -1139423.862489 + Penalty 2973.216538 = -1136450.645950
  nChanged 76
		SP:Iteration 27Q (132623.480000 sec): 3 clusters
  Score: Raw -1139443.766904 + Penalty 2973.216538 = -1136470.550366
  nChanged 70
		SP:Iteration 28Q (132623.690000 sec): 3 clusters
  Score: Raw -1139463.973008 + Penalty 2973.216538 = -1136490.756469
  nChanged 69
		SP:Iteration 29Q (132623.910000 sec): 3 clusters
  Score: Raw -1139485.163858 + Penalty 2973.216538 = -1136511.947319
  nChanged 68
		SP:Iteration 30Q (132624.110000 sec): 3 clusters
  Score: Raw -1139505.204556 + Penalty 2973.216538 = -1136531.988018
  nChanged 64
		SP:Iteration 31Q (132624.300000 sec): 3 clusters
  Score: Raw -1139524.079695 + Penalty 2973.216538 = -1136550.863157
  nChanged 75
		SP:Iteration 32Q (132624.480000 sec): 3 clusters
  Score: Raw -1139546.968537 + Penalty 2973.216538 = -1136573.751999
  nChanged 70
		SP:Iteration 33Q (132624.700000 sec): 3 clusters
  Score: Raw -1139566.999356 + Penalty 2973.216538 = -1136593.782818
  nChanged 66
		SP:Iteration 34Q (132624.890000 sec): 3 clusters
  Score: Raw -1139581.915992 + Penalty 2973.216538 = -1136608.699453
  nChanged 54
		SP:Iteration 35Q (132625.070000 sec): 3 clusters
  Score: Raw -1139593.592362 + Penalty 2973.216538 = -1136620.375824
  nChanged 44
		SP:Iteration 36Q (132625.230000 sec): 3 clusters
  Score: Raw -1139603.872075 + Penalty 2973.216538 = -1136630.655537
  nChanged 48
		SP:Iteration 37Q (132625.480000 sec): 3 clusters
  Score: Raw -1139616.798362 + Penalty 2973.216538 = -1136643.581823
  nChanged 47
		SP:Iteration 38Q (132625.710000 sec): 3 clusters
  Score: Raw -1139629.550107 + Penalty 2973.216538 = -1136656.333569
  nChanged 49
		SP:Iteration 39Q (132625.920000 sec): 3 clusters
  Score: Raw -1139645.642987 + Penalty 2973.216538 = -1136672.426449
  nChanged 51
		SP:Iteration 40F (132626.150000 sec): 3 clusters
  Score: Raw -1139665.982492 + Penalty 2973.216538 = -1136692.765954
  nChanged 65
		SP:Iteration 41Q (132626.390000 sec): 3 clusters
  Score: Raw -1139691.376592 + Penalty 2973.216538 = -1136718.160054
  nChanged 62
		SP:Iteration 42Q (132626.620000 sec): 3 clusters
  Score: Raw -1139711.794223 + Penalty 2973.216538 = -1136738.577685
  nChanged 60
		SP:Iteration 43Q (132626.850000 sec): 3 clusters
  Score: Raw -1139733.635768 + Penalty 2973.216538 = -1136760.419230
  nChanged 59
		SP:Iteration 44Q (132627.100000 sec): 3 clusters
  Score: Raw -1139754.439597 + Penalty 2973.216538 = -1136781.223058
  nChanged 73
		SP:Iteration 45Q (132627.290000 sec): 3 clusters
  Score: Raw -1139783.399716 + Penalty 2973.216538 = -1136810.183178
  nChanged 76
		SP:Iteration 46Q (132627.570000 sec): 3 clusters
  Score: Raw -1139811.769885 + Penalty 2973.216538 = -1136838.553347
  nChanged 74
		SP:Iteration 47Q (132627.790000 sec): 3 clusters
  Score: Raw -1139839.414606 + Penalty 2973.216538 = -1136866.198068
  nChanged 90
		SP:Iteration 48Q (132627.950000 sec): 3 clusters
  Score: Raw -1139875.382172 + Penalty 2973.216538 = -1136902.165633
  nChanged 79
		SP:Iteration 49Q (132628.250000 sec): 3 clusters
  Score: Raw -1139904.037321 + Penalty 2973.216538 = -1136930.820782
  nChanged 90
		SP:Iteration 50Q (132628.460000 sec): 3 clusters
  Score: Raw -1139948.640631 + Penalty 2973.216538 = -1136975.424092
  nChanged 98
		SP:Iteration 51Q (132628.670000 sec): 3 clusters
  Score: Raw -1139999.259294 + Penalty 2973.216538 = -1137026.042755
  nChanged 94
		SP:Iteration 52Q (132628.890000 sec): 3 clusters
  Score: Raw -1140041.023040 + Penalty 2973.216538 = -1137067.806502
  nChanged 80
		SP:Iteration 53Q (132629.120000 sec): 3 clusters
  Score: Raw -1140071.695441 + Penalty 2973.216538 = -1137098.478903
  nChanged 75
		SP:Iteration 54Q (132629.330000 sec): 3 clusters
  Score: Raw -1140097.703290 + Penalty 2973.216538 = -1137124.486751
  nChanged 65
		SP:Iteration 55Q (132629.630000 sec): 3 clusters
  Score: Raw -1140127.712397 + Penalty 2973.216538 = -1137154.495859
  nChanged 65
		SP:Iteration 56Q (132629.860000 sec): 3 clusters
  Score: Raw -1140151.786373 + Penalty 2973.216538 = -1137178.569835
  nChanged 43
		SP:Iteration 57Q (132630.070000 sec): 3 clusters
  Score: Raw -1140164.518164 + Penalty 2973.216538 = -1137191.301626
  nChanged 43
		SP:Iteration 58Q (132630.300000 sec): 3 clusters
  Score: Raw -1140175.945537 + Penalty 2973.216538 = -1137202.728999
  nChanged 38
		SP:Iteration 59Q (132630.500000 sec): 3 clusters
  Score: Raw -1140185.974433 + Penalty 2973.216538 = -1137212.757895
  nChanged 44
		SP:Iteration 60F (132630.690000 sec): 3 clusters
  Score: Raw -1140196.925087 + Penalty 2973.216538 = -1137223.708549
  nChanged 48
		SP:Iteration 61Q (132630.970000 sec): 3 clusters
  Score: Raw -1140212.189578 + Penalty 2973.216538 = -1137238.973040
  nChanged 42
		SP:Iteration 62Q (132631.200000 sec): 3 clusters
  Score: Raw -1140221.850063 + Penalty 2973.216538 = -1137248.633525
  nChanged 25
		SP:Iteration 63Q (132631.380000 sec): 3 clusters
  Score: Raw -1140227.517598 + Penalty 2973.216538 = -1137254.301060
  nChanged 23
		SP:Iteration 64Q (132631.530000 sec): 3 clusters
  Score: Raw -1140232.863870 + Penalty 2973.216538 = -1137259.647332
  nChanged 16
		SP:Iteration 65Q (132631.730000 sec): 3 clusters
  Score: Raw -1140235.580610 + Penalty 2973.216538 = -1137262.364071
  nChanged 9
		SP:Iteration 66Q (132631.930000 sec): 3 clusters
  Score: Raw -1140237.061673 + Penalty 2973.216538 = -1137263.845135
  nChanged 10
		SP:Iteration 67Q (132632.180000 sec): 3 clusters
  Score: Raw -1140238.572419 + Penalty 2973.216538 = -1137265.355880
  nChanged 7
		SP:Iteration 68Q (132632.420000 sec): 3 clusters
  Score: Raw -1140239.434185 + Penalty 2973.216538 = -1137266.217646
  nChanged 3
		SP:Iteration 69Q (132632.580000 sec): 3 clusters
  Score: Raw -1140239.926956 + Penalty 2973.216538 = -1137266.710417
  nChanged 5
		SP:Iteration 70Q (132632.740000 sec): 3 clusters
  Score: Raw -1140240.369268 + Penalty 2973.216538 = -1137267.152729
  nChanged 3
		SP:Iteration 71Q (132633.020000 sec): 3 clusters
  Score: Raw -1140240.850045 + Penalty 2973.216538 = -1137267.633506
  nChanged 2
		SP:Iteration 72Q (132633.150000 sec): 3 clusters
  Score: Raw -1140241.073640 + Penalty 2973.216538 = -1137267.857102
  nChanged 3
		SP:Iteration 73Q (132633.270000 sec): 3 clusters
  Score: Raw -1140241.410875 + Penalty 2973.216538 = -1137268.194336
  nChanged 5
		SP:Iteration 74Q (132633.420000 sec): 3 clusters
  Score: Raw -1140241.850638 + Penalty 2973.216538 = -1137268.634100
  nChanged 1
		SP:Iteration 75Q (132633.530000 sec): 3 clusters
  Score: Raw -1140242.106607 + Penalty 2973.216538 = -1137268.890069
  nChanged 2
		SP:Iteration 76Q (132633.630000 sec): 3 clusters
  Score: Raw -1140242.350319 + Penalty 2973.216538 = -1137269.133780
  nChanged 2
		SP:Iteration 77Q (132633.770000 sec): 3 clusters
  Score: Raw -1140242.446073 + Penalty 2973.216538 = -1137269.229535
  nChanged 1
		SP:Iteration 78Q (132633.910000 sec): 3 clusters
  Score: Raw -1140242.518639 + Penalty 2973.216538 = -1137269.302101
  nChanged 1
		SP:Iteration 79Q (132634.050000 sec): 3 clusters
  Score: Raw -1140242.543988 + Penalty 2973.216538 = -1137269.327449
  nChanged 1
		SP:Iteration 80F (132634.220000 sec): 3 clusters
  Score: Raw -1140242.612658 + Penalty 2973.216538 = -1137269.396120
  nChanged 1
		SP:Iteration 81Q (132634.440000 sec): 3 clusters
  Score: Raw -1140242.742802 + Penalty 2973.216538 = -1137269.526264
  nChanged 3
		SP:Iteration 82Q (132634.600000 sec): 3 clusters
  Score: Raw -1140243.182332 + Penalty 2973.216538 = -1137269.965794
  nChanged 1
		SP:Iteration 83Q (132634.710000 sec): 3 clusters
  Score: Raw -1140243.255993 + Penalty 2973.216538 = -1137270.039454
  nChanged 1
		SP:Iteration 84Q (132634.850000 sec): 3 clusters
  Score: Raw -1140243.297765 + Penalty 2973.216538 = -1137270.081227
  nChanged 0
		SP:Iteration 85F (132635.040000 sec): 3 clusters
  Score: Raw -1140243.297765 + Penalty 2973.216538 = -1137270.081227
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132635.150000 sec): 2 clusters
  Score: Raw -896558.425175 + Penalty 1449.715162 = -895108.710013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132635.300000 sec): 3 clusters
  Score: Raw -892427.501724 + Penalty 2899.430325 = -889528.071399
  nChanged 3198
		SP:Iteration 1F (132635.430000 sec): 3 clusters
  Score: Raw -894232.697117 + Penalty 2899.430325 = -891333.266792
  nChanged 561
		SP:Iteration 2F (132635.640000 sec): 3 clusters
  Score: Raw -894580.901113 + Penalty 2899.430325 = -891681.470788
  nChanged 533
		SP:Iteration 3F (132635.720000 sec): 3 clusters
  Score: Raw -894911.578621 + Penalty 2899.430325 = -892012.148296
  nChanged 493
		SP:Iteration 4F (132635.870000 sec): 3 clusters
  Score: Raw -895252.726213 + Penalty 2899.430325 = -892353.295888
  nChanged 469
		SP:Iteration 5F (132635.990000 sec): 3 clusters
  Score: Raw -895566.111584 + Penalty 2899.430325 = -892666.681259
  nChanged 421
		SP:Iteration 6F (132636.150000 sec): 3 clusters
  Score: Raw -895832.701508 + Penalty 2899.430325 = -892933.271183
  nChanged 328
		SP:Iteration 7Q (132636.360000 sec): 3 clusters
  Score: Raw -896008.970454 + Penalty 2899.430325 = -893109.540129
  nChanged 275
		SP:Iteration 8Q (132636.500000 sec): 3 clusters
  Score: Raw -896146.952459 + Penalty 2899.430325 = -893247.522135
  nChanged 211
		SP:Iteration 9Q (132636.680000 sec): 3 clusters
  Score: Raw -896246.921768 + Penalty 2899.430325 = -893347.491443
  nChanged 177
		SP:Iteration 10Q (132636.800000 sec): 3 clusters
  Score: Raw -896324.054410 + Penalty 2899.430325 = -893424.624085
  nChanged 145
		SP:Iteration 11Q (132637.010000 sec): 3 clusters
  Score: Raw -896375.873472 + Penalty 2899.430325 = -893476.443147
  nChanged 91
		SP:Iteration 12Q (132637.170000 sec): 3 clusters
  Score: Raw -896406.534975 + Penalty 2899.430325 = -893507.104650
  nChanged 77
		SP:Iteration 13Q (132637.360000 sec): 3 clusters
  Score: Raw -896436.849816 + Penalty 2899.430325 = -893537.419491
  nChanged 75
		SP:Iteration 14Q (132637.560000 sec): 3 clusters
  Score: Raw -896467.131829 + Penalty 2899.430325 = -893567.701504
  nChanged 78
		SP:Iteration 15Q (132637.680000 sec): 3 clusters
  Score: Raw -896494.286700 + Penalty 2899.430325 = -893594.856375
  nChanged 64
		SP:Iteration 16Q (132637.820000 sec): 3 clusters
  Score: Raw -896520.043464 + Penalty 2899.430325 = -893620.613140
  nChanged 56
		SP:Iteration 17Q (132637.960000 sec): 3 clusters
  Score: Raw -896540.170480 + Penalty 2899.430325 = -893640.740156
  nChanged 58
		SP:Iteration 18Q (132638.100000 sec): 3 clusters
  Score: Raw -896557.903226 + Penalty 2899.430325 = -893658.472901
  nChanged 54
		SP:Iteration 19Q (132638.230000 sec): 3 clusters
  Score: Raw -896576.139528 + Penalty 2899.430325 = -893676.709204
  nChanged 50
		SP:Iteration 20F (132638.340000 sec): 3 clusters
  Score: Raw -896595.678581 + Penalty 2899.430325 = -893696.248256
  nChanged 47
		SP:Iteration 21Q (132638.530000 sec): 3 clusters
  Score: Raw -896613.100022 + Penalty 2899.430325 = -893713.669697
  nChanged 48
		SP:Iteration 22Q (132638.640000 sec): 3 clusters
  Score: Raw -896632.073709 + Penalty 2899.430325 = -893732.643384
  nChanged 53
		SP:Iteration 23Q (132638.770000 sec): 3 clusters
  Score: Raw -896655.747999 + Penalty 2899.430325 = -893756.317674
  nChanged 56
		SP:Iteration 24Q (132638.900000 sec): 3 clusters
  Score: Raw -896676.860462 + Penalty 2899.430325 = -893777.430137
  nChanged 53
		SP:Iteration 25Q (132639.010000 sec): 3 clusters
  Score: Raw -896692.266249 + Penalty 2899.430325 = -893792.835924
  nChanged 43
		SP:Iteration 26Q (132639.220000 sec): 3 clusters
  Score: Raw -896712.873896 + Penalty 2899.430325 = -893813.443571
  nChanged 50
		SP:Iteration 27Q (132639.340000 sec): 3 clusters
  Score: Raw -896737.720922 + Penalty 2899.430325 = -893838.290597
  nChanged 41
		SP:Iteration 28Q (132639.440000 sec): 3 clusters
  Score: Raw -896753.400747 + Penalty 2899.430325 = -893853.970422
  nChanged 28
		SP:Iteration 29Q (132639.570000 sec): 3 clusters
  Score: Raw -896761.092606 + Penalty 2899.430325 = -893861.662281
  nChanged 18
		SP:Iteration 30Q (132639.700000 sec): 3 clusters
  Score: Raw -896766.644362 + Penalty 2899.430325 = -893867.214037
  nChanged 19
		SP:Iteration 31Q (132639.830000 sec): 3 clusters
  Score: Raw -896771.391960 + Penalty 2899.430325 = -893871.961635
  nChanged 19
		SP:Iteration 32Q (132639.990000 sec): 3 clusters
  Score: Raw -896777.987481 + Penalty 2899.430325 = -893878.557156
  nChanged 26
		SP:Iteration 33Q (132640.220000 sec): 3 clusters
  Score: Raw -896787.564245 + Penalty 2899.430325 = -893888.133920
  nChanged 28
		SP:Iteration 34Q (132640.360000 sec): 3 clusters
  Score: Raw -896798.539549 + Penalty 2899.430325 = -893899.109224
  nChanged 30
		SP:Iteration 35Q (132640.570000 sec): 3 clusters
  Score: Raw -896808.261003 + Penalty 2899.430325 = -893908.830678
  nChanged 28
		SP:Iteration 36Q (132640.740000 sec): 3 clusters
  Score: Raw -896815.792006 + Penalty 2899.430325 = -893916.361681
  nChanged 16
		SP:Iteration 37Q (132640.910000 sec): 3 clusters
  Score: Raw -896820.659610 + Penalty 2899.430325 = -893921.229285
  nChanged 15
		SP:Iteration 38Q (132641.010000 sec): 3 clusters
  Score: Raw -896824.193732 + Penalty 2899.430325 = -893924.763407
  nChanged 12
		SP:Iteration 39Q (132641.150000 sec): 3 clusters
  Score: Raw -896827.744170 + Penalty 2899.430325 = -893928.313845
  nChanged 10
		SP:Iteration 40F (132641.350000 sec): 3 clusters
  Score: Raw -896831.068474 + Penalty 2899.430325 = -893931.638149
  nChanged 9
		SP:Iteration 41Q (132641.480000 sec): 3 clusters
  Score: Raw -896832.759790 + Penalty 2899.430325 = -893933.329465
  nChanged 5
		SP:Iteration 42Q (132641.680000 sec): 3 clusters
  Score: Raw -896833.173752 + Penalty 2899.430325 = -893933.743427
  nChanged 1
		SP:Iteration 43Q (132641.860000 sec): 3 clusters
  Score: Raw -896833.579778 + Penalty 2899.430325 = -893934.149453
  nChanged 1
		SP:Iteration 44Q (132641.990000 sec): 3 clusters
  Score: Raw -896833.730277 + Penalty 2899.430325 = -893934.299952
  nChanged 0
		SP:Iteration 45F (132642.140000 sec): 3 clusters
  Score: Raw -896833.730277 + Penalty 2899.430325 = -893934.299952
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132642.210000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132642.210000 sec): 3 clusters
  Score: Raw -23496.049678 + Penalty 1760.232631 = -21735.817047
  nChanged 53
		SP:Iteration 1F (132642.220000 sec): 3 clusters
  Score: Raw -23663.163091 + Penalty 1760.232631 = -21902.930461
  nChanged 13
		SP:Iteration 2F (132642.220000 sec): 3 clusters
  Score: Raw -23698.116699 + Penalty 1760.232631 = -21937.884069
  nChanged 4
		SP:Iteration 3Q (132642.230000 sec): 3 clusters
  Score: Raw -23713.590925 + Penalty 1760.232631 = -21953.358294
  nChanged 1
		SP:Iteration 4Q (132642.240000 sec): 3 clusters
  Score: Raw -23717.315997 + Penalty 1760.232631 = -21957.083366
  nChanged 0
		SP:Iteration 5F (132642.240000 sec): 3 clusters
  Score: Raw -23717.315997 + Penalty 1760.232631 = -21957.083366
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132642.540000 sec): 2 clusters
  Score: Raw -3036041.624420 + Penalty 1658.450439 = -3034383.173981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132642.860000 sec): 3 clusters
  Score: Raw -3019530.698264 + Penalty 3316.900878 = -3016213.797386
  nChanged 12389
		SP:Iteration 1F (132643.170000 sec): 3 clusters
  Score: Raw -3026619.113093 + Penalty 3316.900878 = -3023302.212215
  nChanged 1531
		SP:Iteration 2F (132643.460000 sec): 3 clusters
  Score: Raw -3027281.038883 + Penalty 3316.900878 = -3023964.138005
  nChanged 1511
		SP:Iteration 3F (132643.810000 sec): 3 clusters
  Score: Raw -3028057.181621 + Penalty 3316.900878 = -3024740.280743
  nChanged 1544
		SP:Iteration 4F (132644.050000 sec): 3 clusters
  Score: Raw -3028896.411755 + Penalty 3316.900878 = -3025579.510877
  nChanged 1577
		SP:Iteration 5F (132644.380000 sec): 3 clusters
  Score: Raw -3029736.049567 + Penalty 3316.900878 = -3026419.148688
  nChanged 1468
		SP:Iteration 6F (132644.700000 sec): 3 clusters
  Score: Raw -3030475.286108 + Penalty 3316.900878 = -3027158.385229
  nChanged 1292
		SP:Iteration 7Q (132645.000000 sec): 3 clusters
  Score: Raw -3031101.666633 + Penalty 3316.900878 = -3027784.765754
  nChanged 1159
		SP:Iteration 8Q (132645.360000 sec): 3 clusters
  Score: Raw -3031644.044400 + Penalty 3316.900878 = -3028327.143521
  nChanged 1029
		SP:Iteration 9Q (132645.730000 sec): 3 clusters
  Score: Raw -3032137.896032 + Penalty 3316.900878 = -3028820.995153
  nChanged 904
		SP:Iteration 10Q (132645.990000 sec): 3 clusters
  Score: Raw -3032555.115614 + Penalty 3316.900878 = -3029238.214736
  nChanged 790
		SP:Iteration 11Q (132646.410000 sec): 3 clusters
  Score: Raw -3032916.407367 + Penalty 3316.900878 = -3029599.506489
  nChanged 715
		SP:Iteration 12Q (132646.730000 sec): 3 clusters
  Score: Raw -3033195.940726 + Penalty 3316.900878 = -3029879.039848
  nChanged 561
		SP:Iteration 13Q (132647.050000 sec): 3 clusters
  Score: Raw -3033391.427611 + Penalty 3316.900878 = -3030074.526733
  nChanged 484
		SP:Iteration 14Q (132647.330000 sec): 3 clusters
  Score: Raw -3033541.136174 + Penalty 3316.900878 = -3030224.235296
  nChanged 401
		SP:Iteration 15Q (132647.690000 sec): 3 clusters
  Score: Raw -3033669.963721 + Penalty 3316.900878 = -3030353.062843
  nChanged 372
		SP:Iteration 16Q (132648.090000 sec): 3 clusters
  Score: Raw -3033782.906665 + Penalty 3316.900878 = -3030466.005787
  nChanged 364
		SP:Iteration 17Q (132648.510000 sec): 3 clusters
  Score: Raw -3033889.681968 + Penalty 3316.900878 = -3030572.781090
  nChanged 323
		SP:Iteration 18Q (132648.970000 sec): 3 clusters
  Score: Raw -3033980.435942 + Penalty 3316.900878 = -3030663.535064
  nChanged 330
		SP:Iteration 19Q (132649.290000 sec): 3 clusters
  Score: Raw -3034074.847069 + Penalty 3316.900878 = -3030757.946191
  nChanged 315
		SP:Iteration 20F (132649.670000 sec): 3 clusters
  Score: Raw -3034157.962460 + Penalty 3316.900878 = -3030841.061582
  nChanged 303
		SP:Iteration 21Q (132650.000000 sec): 3 clusters
  Score: Raw -3034243.606162 + Penalty 3316.900878 = -3030926.705284
  nChanged 309
		SP:Iteration 22Q (132650.310000 sec): 3 clusters
  Score: Raw -3034335.279287 + Penalty 3316.900878 = -3031018.378408
  nChanged 320
		SP:Iteration 23Q (132650.660000 sec): 3 clusters
  Score: Raw -3034437.564375 + Penalty 3316.900878 = -3031120.663497
  nChanged 314
		SP:Iteration 24Q (132650.980000 sec): 3 clusters
  Score: Raw -3034541.299431 + Penalty 3316.900878 = -3031224.398552
  nChanged 323
		SP:Iteration 25Q (132651.280000 sec): 3 clusters
  Score: Raw -3034639.112671 + Penalty 3316.900878 = -3031322.211792
  nChanged 327
		SP:Iteration 26Q (132651.580000 sec): 3 clusters
  Score: Raw -3034750.172091 + Penalty 3316.900878 = -3031433.271213
  nChanged 336
		SP:Iteration 27Q (132651.850000 sec): 3 clusters
  Score: Raw -3034867.838020 + Penalty 3316.900878 = -3031550.937142
  nChanged 315
		SP:Iteration 28Q (132652.150000 sec): 3 clusters
  Score: Raw -3034986.813601 + Penalty 3316.900878 = -3031669.912723
  nChanged 360
		SP:Iteration 29Q (132652.500000 sec): 3 clusters
  Score: Raw -3035142.252381 + Penalty 3316.900878 = -3031825.351503
  nChanged 355
		SP:Iteration 30Q (132652.800000 sec): 3 clusters
  Score: Raw -3035304.348485 + Penalty 3316.900878 = -3031987.447606
  nChanged 340
		SP:Iteration 31Q (132653.060000 sec): 3 clusters
  Score: Raw -3035460.374840 + Penalty 3316.900878 = -3032143.473962
  nChanged 326
		SP:Iteration 32Q (132653.330000 sec): 3 clusters
  Score: Raw -3035613.855985 + Penalty 3316.900878 = -3032296.955107
  nChanged 335
		SP:Iteration 33Q (132653.650000 sec): 3 clusters
  Score: Raw -3035765.486128 + Penalty 3316.900878 = -3032448.585250
  nChanged 312
		SP:Iteration 34Q (132653.920000 sec): 3 clusters
  Score: Raw -3035905.719986 + Penalty 3316.900878 = -3032588.819108
  nChanged 288
		SP:Iteration 35Q (132654.260000 sec): 3 clusters
  Score: Raw -3036029.070694 + Penalty 3316.900878 = -3032712.169816
  nChanged 263
		SP:Iteration 36Q (132654.580000 sec): 3 clusters
  Score: Raw -3036144.007527 + Penalty 3316.900878 = -3032827.106649
  nChanged 264
		SP:Iteration 37Q (132654.880000 sec): 3 clusters
  Score: Raw -3036257.369052 + Penalty 3316.900878 = -3032940.468173
  nChanged 216
		SP:Iteration 38Q (132655.110000 sec): 3 clusters
  Score: Raw -3036335.571681 + Penalty 3316.900878 = -3033018.670802
  nChanged 186
		SP:Iteration 39Q (132655.390000 sec): 3 clusters
  Score: Raw -3036406.837490 + Penalty 3316.900878 = -3033089.936611
  nChanged 169
		SP:Iteration 40F (132655.640000 sec): 3 clusters
  Score: Raw -3036476.497730 + Penalty 3316.900878 = -3033159.596851
  nChanged 130
		SP:Iteration 41Q (132655.880000 sec): 3 clusters
  Score: Raw -3036527.274815 + Penalty 3316.900878 = -3033210.373937
  nChanged 123
		SP:Iteration 42Q (132656.090000 sec): 3 clusters
  Score: Raw -3036572.755233 + Penalty 3316.900878 = -3033255.854355
  nChanged 100
		SP:Iteration 43Q (132656.340000 sec): 3 clusters
  Score: Raw -3036606.996725 + Penalty 3316.900878 = -3033290.095847
  nChanged 91
		SP:Iteration 44Q (132656.570000 sec): 3 clusters
  Score: Raw -3036641.067467 + Penalty 3316.900878 = -3033324.166588
  nChanged 90
		SP:Iteration 45Q (132656.800000 sec): 3 clusters
  Score: Raw -3036679.185253 + Penalty 3316.900878 = -3033362.284375
  nChanged 82
		SP:Iteration 46Q (132657.100000 sec): 3 clusters
  Score: Raw -3036707.243263 + Penalty 3316.900878 = -3033390.342385
  nChanged 69
		SP:Iteration 47Q (132657.500000 sec): 3 clusters
  Score: Raw -3036728.400998 + Penalty 3316.900878 = -3033411.500120
  nChanged 56
		SP:Iteration 48Q (132657.950000 sec): 3 clusters
  Score: Raw -3036745.477130 + Penalty 3316.900878 = -3033428.576252
  nChanged 51
		SP:Iteration 49Q (132658.320000 sec): 3 clusters
  Score: Raw -3036760.757770 + Penalty 3316.900878 = -3033443.856892
  nChanged 45
		SP:Iteration 50Q (132658.700000 sec): 3 clusters
  Score: Raw -3036779.119585 + Penalty 3316.900878 = -3033462.218707
  nChanged 48
		SP:Iteration 51Q (132659.000000 sec): 3 clusters
  Score: Raw -3036793.734275 + Penalty 3316.900878 = -3033476.833397
  nChanged 44
		SP:Iteration 52Q (132659.380000 sec): 3 clusters
  Score: Raw -3036808.257006 + Penalty 3316.900878 = -3033491.356127
  nChanged 44
		SP:Iteration 53Q (132659.660000 sec): 3 clusters
  Score: Raw -3036822.950683 + Penalty 3316.900878 = -3033506.049805
  nChanged 42
		SP:Iteration 54Q (132659.980000 sec): 3 clusters
  Score: Raw -3036840.573483 + Penalty 3316.900878 = -3033523.672604
  nChanged 47
		SP:Iteration 55Q (132660.320000 sec): 3 clusters
  Score: Raw -3036855.754542 + Penalty 3316.900878 = -3033538.853664
  nChanged 34
		SP:Iteration 56Q (132660.660000 sec): 3 clusters
  Score: Raw -3036864.127293 + Penalty 3316.900878 = -3033547.226415
  nChanged 27
		SP:Iteration 57Q (132661.120000 sec): 3 clusters
  Score: Raw -3036870.263788 + Penalty 3316.900878 = -3033553.362910
  nChanged 21
		SP:Iteration 58Q (132661.490000 sec): 3 clusters
  Score: Raw -3036876.090054 + Penalty 3316.900878 = -3033559.189176
  nChanged 19
		SP:Iteration 59Q (132661.850000 sec): 3 clusters
  Score: Raw -3036880.021691 + Penalty 3316.900878 = -3033563.120812
  nChanged 10
		SP:Iteration 60F (132662.220000 sec): 3 clusters
  Score: Raw -3036882.068542 + Penalty 3316.900878 = -3033565.167664
  nChanged 12
		SP:Iteration 61Q (132662.500000 sec): 3 clusters
  Score: Raw -3036884.627059 + Penalty 3316.900878 = -3033567.726181
  nChanged 8
		SP:Iteration 62Q (132662.760000 sec): 3 clusters
  Score: Raw -3036886.788118 + Penalty 3316.900878 = -3033569.887240
  nChanged 8
		SP:Iteration 63Q (132663.070000 sec): 3 clusters
  Score: Raw -3036888.844111 + Penalty 3316.900878 = -3033571.943233
  nChanged 5
		SP:Iteration 64Q (132663.430000 sec): 3 clusters
  Score: Raw -3036889.920938 + Penalty 3316.900878 = -3033573.020060
  nChanged 6
		SP:Iteration 65Q (132663.720000 sec): 3 clusters
  Score: Raw -3036891.005532 + Penalty 3316.900878 = -3033574.104653
  nChanged 8
		SP:Iteration 66Q (132664.040000 sec): 3 clusters
  Score: Raw -3036892.895854 + Penalty 3316.900878 = -3033575.994976
  nChanged 6
		SP:Iteration 67Q (132664.360000 sec): 3 clusters
  Score: Raw -3036893.972357 + Penalty 3316.900878 = -3033577.071479
  nChanged 5
		SP:Iteration 68Q (132664.680000 sec): 3 clusters
  Score: Raw -3036894.802814 + Penalty 3316.900878 = -3033577.901936
  nChanged 4
		SP:Iteration 69Q (132664.990000 sec): 3 clusters
  Score: Raw -3036895.469635 + Penalty 3316.900878 = -3033578.568756
  nChanged 5
		SP:Iteration 70Q (132665.300000 sec): 3 clusters
  Score: Raw -3036896.431493 + Penalty 3316.900878 = -3033579.530615
  nChanged 3
		SP:Iteration 71Q (132665.650000 sec): 3 clusters
  Score: Raw -3036896.836574 + Penalty 3316.900878 = -3033579.935696
  nChanged 3
		SP:Iteration 72Q (132666.000000 sec): 3 clusters
  Score: Raw -3036897.407792 + Penalty 3316.900878 = -3033580.506914
  nChanged 4
		SP:Iteration 73Q (132666.350000 sec): 3 clusters
  Score: Raw -3036898.003582 + Penalty 3316.900878 = -3033581.102704
  nChanged 1
		SP:Iteration 74Q (132666.700000 sec): 3 clusters
  Score: Raw -3036898.109699 + Penalty 3316.900878 = -3033581.208820
  nChanged 2
		SP:Iteration 75Q (132667.060000 sec): 3 clusters
  Score: Raw -3036898.470336 + Penalty 3316.900878 = -3033581.569458
  nChanged 3
		SP:Iteration 76Q (132667.410000 sec): 3 clusters
  Score: Raw -3036898.962022 + Penalty 3316.900878 = -3033582.061144
  nChanged 1
		SP:Iteration 77Q (132667.760000 sec): 3 clusters
  Score: Raw -3036899.100472 + Penalty 3316.900878 = -3033582.199594
  nChanged 1
		SP:Iteration 78Q (132668.110000 sec): 3 clusters
  Score: Raw -3036899.370790 + Penalty 3316.900878 = -3033582.469912
  nChanged 1
		SP:Iteration 79Q (132668.470000 sec): 3 clusters
  Score: Raw -3036899.522505 + Penalty 3316.900878 = -3033582.621627
  nChanged 1
		SP:Iteration 80F (132668.820000 sec): 3 clusters
  Score: Raw -3036899.682851 + Penalty 3316.900878 = -3033582.781973
  nChanged 2
		SP:Iteration 81Q (132669.170000 sec): 3 clusters
  Score: Raw -3036900.297171 + Penalty 3316.900878 = -3033583.396293
  nChanged 4
		SP:Iteration 82Q (132669.520000 sec): 3 clusters
  Score: Raw -3036901.338028 + Penalty 3316.900878 = -3033584.437150
  nChanged 1
		SP:Iteration 83Q (132669.880000 sec): 3 clusters
  Score: Raw -3036901.520103 + Penalty 3316.900878 = -3033584.619225
  nChanged 2
		SP:Iteration 84Q (132670.230000 sec): 3 clusters
  Score: Raw -3036901.868373 + Penalty 3316.900878 = -3033584.967494
  nChanged 1
		SP:Iteration 85Q (132670.580000 sec): 3 clusters
  Score: Raw -3036902.105595 + Penalty 3316.900878 = -3033585.204717
  nChanged 2
		SP:Iteration 86Q (132670.940000 sec): 3 clusters
  Score: Raw -3036902.297754 + Penalty 3316.900878 = -3033585.396875
  nChanged 3
		SP:Iteration 87Q (132671.290000 sec): 3 clusters
  Score: Raw -3036902.872860 + Penalty 3316.900878 = -3033585.971982
  nChanged 5
		SP:Iteration 88Q (132671.640000 sec): 3 clusters
  Score: Raw -3036904.051904 + Penalty 3316.900878 = -3033587.151026
  nChanged 8
		SP:Iteration 89Q (132671.990000 sec): 3 clusters
  Score: Raw -3036906.073610 + Penalty 3316.900878 = -3033589.172732
  nChanged 7
		SP:Iteration 90Q (132672.340000 sec): 3 clusters
  Score: Raw -3036907.674553 + Penalty 3316.900878 = -3033590.773675
  nChanged 8
		SP:Iteration 91Q (132672.700000 sec): 3 clusters
  Score: Raw -3036909.988428 + Penalty 3316.900878 = -3033593.087549
  nChanged 5
		SP:Iteration 92Q (132673.050000 sec): 3 clusters
  Score: Raw -3036911.209487 + Penalty 3316.900878 = -3033594.308609
  nChanged 4
		SP:Iteration 93Q (132673.400000 sec): 3 clusters
  Score: Raw -3036911.778211 + Penalty 3316.900878 = -3033594.877333
  nChanged 5
		SP:Iteration 94Q (132673.760000 sec): 3 clusters
  Score: Raw -3036912.846255 + Penalty 3316.900878 = -3033595.945377
  nChanged 3
		SP:Iteration 95Q (132674.110000 sec): 3 clusters
  Score: Raw -3036913.541888 + Penalty 3316.900878 = -3033596.641010
  nChanged 1
		SP:Iteration 96Q (132674.460000 sec): 3 clusters
  Score: Raw -3036913.776545 + Penalty 3316.900878 = -3033596.875667
  nChanged 2
		SP:Iteration 97Q (132674.810000 sec): 3 clusters
  Score: Raw -3036914.314054 + Penalty 3316.900878 = -3033597.413176
  nChanged 1
		SP:Iteration 98Q (132675.160000 sec): 3 clusters
  Score: Raw -3036914.507336 + Penalty 3316.900878 = -3033597.606458
  nChanged 1
		SP:Iteration 99Q (132675.520000 sec): 3 clusters
  Score: Raw -3036914.819865 + Penalty 3316.900878 = -3033597.918986
  nChanged 0
		SP:Iteration 100F (132675.870000 sec): 3 clusters
  Score: Raw -3036914.819865 + Penalty 3316.900878 = -3033597.918986
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132675.960000 sec): 2 clusters
  Score: Raw -684108.520576 + Penalty 1404.822016 = -682703.698560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132676.180000 sec): 3 clusters
  Score: Raw -681102.019763 + Penalty 2809.644033 = -678292.375730
  nChanged 2361
		SP:Iteration 1F (132676.350000 sec): 3 clusters
  Score: Raw -682463.859995 + Penalty 2809.644033 = -679654.215962
  nChanged 443
		SP:Iteration 2F (132676.520000 sec): 3 clusters
  Score: Raw -682717.071965 + Penalty 2809.644033 = -679907.427932
  nChanged 319
		SP:Iteration 3F (132676.690000 sec): 3 clusters
  Score: Raw -682881.910003 + Penalty 2809.644033 = -680072.265970
  nChanged 262
		SP:Iteration 4Q (132676.860000 sec): 3 clusters
  Score: Raw -683032.624291 + Penalty 2809.644033 = -680222.980258
  nChanged 257
		SP:Iteration 5Q (132677.030000 sec): 3 clusters
  Score: Raw -683179.361882 + Penalty 2809.644033 = -680369.717849
  nChanged 234
		SP:Iteration 6Q (132677.200000 sec): 3 clusters
  Score: Raw -683313.471334 + Penalty 2809.644033 = -680503.827302
  nChanged 223
		SP:Iteration 7Q (132677.440000 sec): 3 clusters
  Score: Raw -683432.433430 + Penalty 2809.644033 = -680622.789397
  nChanged 205
		SP:Iteration 8Q (132677.620000 sec): 3 clusters
  Score: Raw -683543.787272 + Penalty 2809.644033 = -680734.143239
  nChanged 169
		SP:Iteration 9Q (132677.790000 sec): 3 clusters
  Score: Raw -683632.476774 + Penalty 2809.644033 = -680822.832741
  nChanged 139
		SP:Iteration 10Q (132677.960000 sec): 3 clusters
  Score: Raw -683703.734025 + Penalty 2809.644033 = -680894.089992
  nChanged 142
		SP:Iteration 11Q (132678.130000 sec): 3 clusters
  Score: Raw -683778.833215 + Penalty 2809.644033 = -680969.189182
  nChanged 106
		SP:Iteration 12Q (132678.300000 sec): 3 clusters
  Score: Raw -683826.648827 + Penalty 2809.644033 = -681017.004794
  nChanged 100
		SP:Iteration 13Q (132678.470000 sec): 3 clusters
  Score: Raw -683873.823847 + Penalty 2809.644033 = -681064.179814
  nChanged 95
		SP:Iteration 14Q (132678.640000 sec): 3 clusters
  Score: Raw -683918.339907 + Penalty 2809.644033 = -681108.695875
  nChanged 80
		SP:Iteration 15Q (132678.810000 sec): 3 clusters
  Score: Raw -683952.587981 + Penalty 2809.644033 = -681142.943948
  nChanged 81
		SP:Iteration 16Q (132678.980000 sec): 3 clusters
  Score: Raw -683988.369747 + Penalty 2809.644033 = -681178.725715
  nChanged 75
		SP:Iteration 17Q (132679.150000 sec): 3 clusters
  Score: Raw -684021.283017 + Penalty 2809.644033 = -681211.638984
  nChanged 68
		SP:Iteration 18Q (132679.320000 sec): 3 clusters
  Score: Raw -684054.186111 + Penalty 2809.644033 = -681244.542079
  nChanged 57
		SP:Iteration 19Q (132679.490000 sec): 3 clusters
  Score: Raw -684080.653109 + Penalty 2809.644033 = -681271.009076
  nChanged 63
		SP:Iteration 20F (132679.660000 sec): 3 clusters
  Score: Raw -684119.164955 + Penalty 2809.644033 = -681309.520922
  nChanged 67
		SP:Iteration 21Q (132679.820000 sec): 3 clusters
  Score: Raw -684161.146362 + Penalty 2809.644033 = -681351.502329
  nChanged 64
		SP:Iteration 22Q (132679.990000 sec): 3 clusters
  Score: Raw -684199.540250 + Penalty 2809.644033 = -681389.896218
  nChanged 52
		SP:Iteration 23Q (132680.230000 sec): 3 clusters
  Score: Raw -684228.803211 + Penalty 2809.644033 = -681419.159178
  nChanged 40
		SP:Iteration 24Q (132680.420000 sec): 3 clusters
  Score: Raw -684249.885806 + Penalty 2809.644033 = -681440.241773
  nChanged 29
		SP:Iteration 25Q (132680.590000 sec): 3 clusters
  Score: Raw -684262.360594 + Penalty 2809.644033 = -681452.716561
  nChanged 21
		SP:Iteration 26Q (132680.760000 sec): 3 clusters
  Score: Raw -684272.041580 + Penalty 2809.644033 = -681462.397547
  nChanged 13
		SP:Iteration 27Q (132680.930000 sec): 3 clusters
  Score: Raw -684278.031304 + Penalty 2809.644033 = -681468.387271
  nChanged 10
		SP:Iteration 28Q (132681.100000 sec): 3 clusters
  Score: Raw -684282.294316 + Penalty 2809.644033 = -681472.650284
  nChanged 7
		SP:Iteration 29Q (132681.270000 sec): 3 clusters
  Score: Raw -684283.783599 + Penalty 2809.644033 = -681474.139566
  nChanged 3
		SP:Iteration 30Q (132681.480000 sec): 3 clusters
  Score: Raw -684284.518459 + Penalty 2809.644033 = -681474.874426
  nChanged 5
		SP:Iteration 31Q (132681.650000 sec): 3 clusters
  Score: Raw -684287.511171 + Penalty 2809.644033 = -681477.867138
  nChanged 3
		SP:Iteration 32Q (132681.820000 sec): 3 clusters
  Score: Raw -684289.913917 + Penalty 2809.644033 = -681480.269885
  nChanged 5
		SP:Iteration 33Q (132681.990000 sec): 3 clusters
  Score: Raw -684293.945761 + Penalty 2809.644033 = -681484.301728
  nChanged 6
		SP:Iteration 34Q (132682.160000 sec): 3 clusters
  Score: Raw -684297.508059 + Penalty 2809.644033 = -681487.864026
  nChanged 7
		SP:Iteration 35Q (132682.330000 sec): 3 clusters
  Score: Raw -684300.350209 + Penalty 2809.644033 = -681490.706177
  nChanged 7
		SP:Iteration 36Q (132682.500000 sec): 3 clusters
  Score: Raw -684303.652200 + Penalty 2809.644033 = -681494.008168
  nChanged 2
		SP:Iteration 37Q (132682.670000 sec): 3 clusters
  Score: Raw -684304.903754 + Penalty 2809.644033 = -681495.259721
  nChanged 5
		SP:Iteration 38Q (132682.840000 sec): 3 clusters
  Score: Raw -684306.629341 + Penalty 2809.644033 = -681496.985308
  nChanged 4
		SP:Iteration 39Q (132683.010000 sec): 3 clusters
  Score: Raw -684309.123737 + Penalty 2809.644033 = -681499.479704
  nChanged 9
		SP:Iteration 40F (132683.170000 sec): 3 clusters
  Score: Raw -684312.805030 + Penalty 2809.644033 = -681503.160997
  nChanged 7
		SP:Iteration 41Q (132683.350000 sec): 3 clusters
  Score: Raw -684316.641948 + Penalty 2809.644033 = -681506.997915
  nChanged 9
		SP:Iteration 42Q (132683.510000 sec): 3 clusters
  Score: Raw -684321.273753 + Penalty 2809.644033 = -681511.629720
  nChanged 9
		SP:Iteration 43Q (132683.680000 sec): 3 clusters
  Score: Raw -684324.241779 + Penalty 2809.644033 = -681514.597746
  nChanged 6
		SP:Iteration 44Q (132683.850000 sec): 3 clusters
  Score: Raw -684326.673104 + Penalty 2809.644033 = -681517.029071
  nChanged 4
		SP:Iteration 45Q (132684.020000 sec): 3 clusters
  Score: Raw -684328.231247 + Penalty 2809.644033 = -681518.587214
  nChanged 6
		SP:Iteration 46Q (132684.190000 sec): 3 clusters
  Score: Raw -684330.709248 + Penalty 2809.644033 = -681521.065215
  nChanged 2
		SP:Iteration 47Q (132684.360000 sec): 3 clusters
  Score: Raw -684331.789485 + Penalty 2809.644033 = -681522.145453
  nChanged 4
		SP:Iteration 48Q (132684.530000 sec): 3 clusters
  Score: Raw -684333.212828 + Penalty 2809.644033 = -681523.568795
  nChanged 6
		SP:Iteration 49Q (132684.700000 sec): 3 clusters
  Score: Raw -684335.862953 + Penalty 2809.644033 = -681526.218920
  nChanged 5
		SP:Iteration 50Q (132684.870000 sec): 3 clusters
  Score: Raw -684337.730475 + Penalty 2809.644033 = -681528.086442
  nChanged 5
		SP:Iteration 51Q (132685.030000 sec): 3 clusters
  Score: Raw -684342.992343 + Penalty 2809.644033 = -681533.348310
  nChanged 9
		SP:Iteration 52Q (132685.200000 sec): 3 clusters
  Score: Raw -684348.236321 + Penalty 2809.644033 = -681538.592289
  nChanged 6
		SP:Iteration 53Q (132685.370000 sec): 3 clusters
  Score: Raw -684351.883625 + Penalty 2809.644033 = -681542.239592
  nChanged 9
		SP:Iteration 54Q (132685.590000 sec): 3 clusters
  Score: Raw -684358.850119 + Penalty 2809.644033 = -681549.206086
  nChanged 10
		SP:Iteration 55Q (132685.750000 sec): 3 clusters
  Score: Raw -684368.366987 + Penalty 2809.644033 = -681558.722954
  nChanged 14
		SP:Iteration 56Q (132685.920000 sec): 3 clusters
  Score: Raw -684376.231684 + Penalty 2809.644033 = -681566.587651
  nChanged 9
		SP:Iteration 57Q (132686.090000 sec): 3 clusters
  Score: Raw -684381.661754 + Penalty 2809.644033 = -681572.017721
  nChanged 9
		SP:Iteration 58Q (132686.260000 sec): 3 clusters
  Score: Raw -684385.581210 + Penalty 2809.644033 = -681575.937177
  nChanged 7
		SP:Iteration 59Q (132686.430000 sec): 3 clusters
  Score: Raw -684390.724461 + Penalty 2809.644033 = -681581.080429
  nChanged 10
		SP:Iteration 60F (132686.590000 sec): 3 clusters
  Score: Raw -684397.340516 + Penalty 2809.644033 = -681587.696483
  nChanged 7
		SP:Iteration 61Q (132686.760000 sec): 3 clusters
  Score: Raw -684401.383758 + Penalty 2809.644033 = -681591.739725
  nChanged 7
		SP:Iteration 62Q (132686.930000 sec): 3 clusters
  Score: Raw -684405.415629 + Penalty 2809.644033 = -681595.771597
  nChanged 6
		SP:Iteration 63Q (132687.100000 sec): 3 clusters
  Score: Raw -684408.818570 + Penalty 2809.644033 = -681599.174537
  nChanged 3
		SP:Iteration 64Q (132687.270000 sec): 3 clusters
  Score: Raw -684412.373821 + Penalty 2809.644033 = -681602.729789
  nChanged 2
		SP:Iteration 65Q (132687.440000 sec): 3 clusters
  Score: Raw -684413.040898 + Penalty 2809.644033 = -681603.396865
  nChanged 0
		SP:Iteration 66F (132687.610000 sec): 3 clusters
  Score: Raw -684413.040898 + Penalty 2809.644033 = -681603.396865
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132687.680000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132687.850000 sec): 3 clusters
  Score: Raw -22987.352541 + Penalty 1770.189646 = -21217.162895
  nChanged 41
		SP:Iteration 1F (132688.030000 sec): 3 clusters
  Score: Raw -23106.471021 + Penalty 1770.189646 = -21336.281375
  nChanged 18
		SP:Iteration 2F (132688.210000 sec): 3 clusters
  Score: Raw -23179.948033 + Penalty 1770.189646 = -21409.758387
  nChanged 5
		SP:Iteration 3Q (132688.390000 sec): 3 clusters
  Score: Raw -23198.354284 + Penalty 1770.189646 = -21428.164638
  nChanged 3
		SP:Iteration 4Q (132688.570000 sec): 3 clusters
  Score: Raw -23212.641179 + Penalty 1770.189646 = -21442.451533
  nChanged 2
		SP:Iteration 5Q (132688.760000 sec): 3 clusters
  Score: Raw -23222.936799 + Penalty 1770.189646 = -21452.747153
  nChanged 2
		SP:Iteration 6Q (132688.970000 sec): 3 clusters
  Score: Raw -23230.391700 + Penalty 1770.189646 = -21460.202054
  nChanged 2
		SP:Iteration 7Q (132689.110000 sec): 3 clusters
  Score: Raw -23237.216005 + Penalty 1770.189646 = -21467.026359
  nChanged 1
		SP:Iteration 8Q (132689.260000 sec): 3 clusters
  Score: Raw -23238.281772 + Penalty 1770.189646 = -21468.092126
  nChanged 0
		SP:Iteration 9F (132689.430000 sec): 3 clusters
  Score: Raw -23238.281772 + Penalty 1770.189646 = -21468.092126
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132689.720000 sec): 2 clusters
  Score: Raw -1759366.931365 + Penalty 1558.487577 = -1757808.443788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132690.030000 sec): 3 clusters
  Score: Raw -1750690.202024 + Penalty 3116.975153 = -1747573.226870
  nChanged 6568
		SP:Iteration 1F (132690.270000 sec): 3 clusters
  Score: Raw -1754368.740126 + Penalty 3116.975153 = -1751251.764973
  nChanged 1029
		SP:Iteration 2F (132690.530000 sec): 3 clusters
  Score: Raw -1755026.088236 + Penalty 3116.975153 = -1751909.113083
  nChanged 1113
		SP:Iteration 3F (132690.800000 sec): 3 clusters
  Score: Raw -1755872.033206 + Penalty 3116.975153 = -1752755.058053
  nChanged 1184
		SP:Iteration 4F (132691.100000 sec): 3 clusters
  Score: Raw -1756778.167808 + Penalty 3116.975153 = -1753661.192655
  nChanged 1089
		SP:Iteration 5F (132691.330000 sec): 3 clusters
  Score: Raw -1757530.060356 + Penalty 3116.975153 = -1754413.085203
  nChanged 838
		SP:Iteration 6F (132691.610000 sec): 3 clusters
  Score: Raw -1758038.178668 + Penalty 3116.975153 = -1754921.203515
  nChanged 632
		SP:Iteration 7Q (132691.890000 sec): 3 clusters
  Score: Raw -1758401.971944 + Penalty 3116.975153 = -1755284.996791
  nChanged 489
		SP:Iteration 8Q (132692.230000 sec): 3 clusters
  Score: Raw -1758651.610299 + Penalty 3116.975153 = -1755534.635146
  nChanged 373
		SP:Iteration 9Q (132692.510000 sec): 3 clusters
  Score: Raw -1758837.993382 + Penalty 3116.975153 = -1755721.018229
  nChanged 302
		SP:Iteration 10Q (132692.750000 sec): 3 clusters
  Score: Raw -1758979.069711 + Penalty 3116.975153 = -1755862.094558
  nChanged 258
		SP:Iteration 11Q (132693.030000 sec): 3 clusters
  Score: Raw -1759095.078402 + Penalty 3116.975153 = -1755978.103249
  nChanged 219
		SP:Iteration 12Q (132693.330000 sec): 3 clusters
  Score: Raw -1759191.325542 + Penalty 3116.975153 = -1756074.350388
  nChanged 185
		SP:Iteration 13Q (132693.650000 sec): 3 clusters
  Score: Raw -1759263.287012 + Penalty 3116.975153 = -1756146.311858
  nChanged 188
		SP:Iteration 14Q (132693.920000 sec): 3 clusters
  Score: Raw -1759340.725574 + Penalty 3116.975153 = -1756223.750421
  nChanged 156
		SP:Iteration 15Q (132694.250000 sec): 3 clusters
  Score: Raw -1759405.042094 + Penalty 3116.975153 = -1756288.066941
  nChanged 129
		SP:Iteration 16Q (132694.510000 sec): 3 clusters
  Score: Raw -1759462.064953 + Penalty 3116.975153 = -1756345.089800
  nChanged 110
		SP:Iteration 17Q (132694.830000 sec): 3 clusters
  Score: Raw -1759508.672603 + Penalty 3116.975153 = -1756391.697449
  nChanged 78
		SP:Iteration 18Q (132695.130000 sec): 3 clusters
  Score: Raw -1759541.035276 + Penalty 3116.975153 = -1756424.060123
  nChanged 74
		SP:Iteration 19Q (132695.440000 sec): 3 clusters
  Score: Raw -1759568.989278 + Penalty 3116.975153 = -1756452.014124
  nChanged 57
		SP:Iteration 20F (132695.750000 sec): 3 clusters
  Score: Raw -1759587.408148 + Penalty 3116.975153 = -1756470.432995
  nChanged 35
		SP:Iteration 21Q (132696.010000 sec): 3 clusters
  Score: Raw -1759598.911912 + Penalty 3116.975153 = -1756481.936759
  nChanged 31
		SP:Iteration 22Q (132696.210000 sec): 3 clusters
  Score: Raw -1759610.970307 + Penalty 3116.975153 = -1756493.995154
  nChanged 32
		SP:Iteration 23Q (132696.460000 sec): 3 clusters
  Score: Raw -1759619.251837 + Penalty 3116.975153 = -1756502.276683
  nChanged 19
		SP:Iteration 24Q (132696.730000 sec): 3 clusters
  Score: Raw -1759624.267290 + Penalty 3116.975153 = -1756507.292136
  nChanged 11
		SP:Iteration 25Q (132697.000000 sec): 3 clusters
  Score: Raw -1759627.778063 + Penalty 3116.975153 = -1756510.802910
  nChanged 19
		SP:Iteration 26Q (132697.280000 sec): 3 clusters
  Score: Raw -1759634.788952 + Penalty 3116.975153 = -1756517.813798
  nChanged 19
		SP:Iteration 27Q (132697.540000 sec): 3 clusters
  Score: Raw -1759642.280680 + Penalty 3116.975153 = -1756525.305526
  nChanged 17
		SP:Iteration 28Q (132697.840000 sec): 3 clusters
  Score: Raw -1759650.720499 + Penalty 3116.975153 = -1756533.745345
  nChanged 17
		SP:Iteration 29Q (132698.130000 sec): 3 clusters
  Score: Raw -1759657.892117 + Penalty 3116.975153 = -1756540.916963
  nChanged 18
		SP:Iteration 30Q (132698.310000 sec): 3 clusters
  Score: Raw -1759663.094095 + Penalty 3116.975153 = -1756546.118942
  nChanged 11
		SP:Iteration 31Q (132698.600000 sec): 3 clusters
  Score: Raw -1759666.780762 + Penalty 3116.975153 = -1756549.805608
  nChanged 7
		SP:Iteration 32Q (132698.830000 sec): 3 clusters
  Score: Raw -1759668.587373 + Penalty 3116.975153 = -1756551.612220
  nChanged 6
		SP:Iteration 33Q (132699.140000 sec): 3 clusters
  Score: Raw -1759670.645252 + Penalty 3116.975153 = -1756553.670099
  nChanged 5
		SP:Iteration 34Q (132699.370000 sec): 3 clusters
  Score: Raw -1759672.183988 + Penalty 3116.975153 = -1756555.208835
  nChanged 5
		SP:Iteration 35Q (132699.560000 sec): 3 clusters
  Score: Raw -1759673.360906 + Penalty 3116.975153 = -1756556.385753
  nChanged 3
		SP:Iteration 36Q (132699.790000 sec): 3 clusters
  Score: Raw -1759674.236578 + Penalty 3116.975153 = -1756557.261425
  nChanged 3
		SP:Iteration 37Q (132700.020000 sec): 3 clusters
  Score: Raw -1759674.954749 + Penalty 3116.975153 = -1756557.979596
  nChanged 2
		SP:Iteration 38Q (132700.290000 sec): 3 clusters
  Score: Raw -1759675.800822 + Penalty 3116.975153 = -1756558.825668
  nChanged 4
		SP:Iteration 39Q (132700.530000 sec): 3 clusters
  Score: Raw -1759677.286543 + Penalty 3116.975153 = -1756560.311389
  nChanged 5
		SP:Iteration 40F (132700.780000 sec): 3 clusters
  Score: Raw -1759678.521170 + Penalty 3116.975153 = -1756561.546017
  nChanged 4
		SP:Iteration 41Q (132701.010000 sec): 3 clusters
  Score: Raw -1759679.383864 + Penalty 3116.975153 = -1756562.408711
  nChanged 5
		SP:Iteration 42Q (132701.350000 sec): 3 clusters
  Score: Raw -1759681.228719 + Penalty 3116.975153 = -1756564.253566
  nChanged 5
		SP:Iteration 43Q (132701.590000 sec): 3 clusters
  Score: Raw -1759682.142230 + Penalty 3116.975153 = -1756565.167077
  nChanged 1
		SP:Iteration 44Q (132701.860000 sec): 3 clusters
  Score: Raw -1759682.301068 + Penalty 3116.975153 = -1756565.325915
  nChanged 2
		SP:Iteration 45Q (132702.090000 sec): 3 clusters
  Score: Raw -1759683.237286 + Penalty 3116.975153 = -1756566.262133
  nChanged 4
		SP:Iteration 46Q (132702.380000 sec): 3 clusters
  Score: Raw -1759684.290525 + Penalty 3116.975153 = -1756567.315372
  nChanged 5
		SP:Iteration 47Q (132702.580000 sec): 3 clusters
  Score: Raw -1759685.706513 + Penalty 3116.975153 = -1756568.731360
  nChanged 4
		SP:Iteration 48Q (132702.800000 sec): 3 clusters
  Score: Raw -1759686.385804 + Penalty 3116.975153 = -1756569.410651
  nChanged 3
		SP:Iteration 49Q (132703.080000 sec): 3 clusters
  Score: Raw -1759687.881359 + Penalty 3116.975153 = -1756570.906205
  nChanged 2
		SP:Iteration 50Q (132703.310000 sec): 3 clusters
  Score: Raw -1759689.393552 + Penalty 3116.975153 = -1756572.418399
  nChanged 3
		SP:Iteration 51Q (132703.550000 sec): 3 clusters
  Score: Raw -1759690.848399 + Penalty 3116.975153 = -1756573.873246
  nChanged 1
		SP:Iteration 52Q (132703.750000 sec): 3 clusters
  Score: Raw -1759691.302735 + Penalty 3116.975153 = -1756574.327581
  nChanged 0
		SP:Iteration 53F (132704.000000 sec): 3 clusters
  Score: Raw -1759691.302735 + Penalty 3116.975153 = -1756574.327581
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132704.130000 sec): 2 clusters
  Score: Raw -949677.609176 + Penalty 1462.136938 = -948215.472238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132704.370000 sec): 3 clusters
  Score: Raw -945177.084540 + Penalty 2924.273876 = -942252.810664
  nChanged 3403
		SP:Iteration 1F (132704.550000 sec): 3 clusters
  Score: Raw -946887.788167 + Penalty 2924.273876 = -943963.514291
  nChanged 504
		SP:Iteration 2F (132704.690000 sec): 3 clusters
  Score: Raw -947117.235295 + Penalty 2924.273876 = -944192.961419
  nChanged 432
		SP:Iteration 3F (132704.890000 sec): 3 clusters
  Score: Raw -947307.345891 + Penalty 2924.273876 = -944383.072015
  nChanged 376
		SP:Iteration 4Q (132705.050000 sec): 3 clusters
  Score: Raw -947517.706621 + Penalty 2924.273876 = -944593.432745
  nChanged 393
		SP:Iteration 5Q (132705.320000 sec): 3 clusters
  Score: Raw -947774.218513 + Penalty 2924.273876 = -944849.944637
  nChanged 424
		SP:Iteration 6F (132705.570000 sec): 3 clusters
  Score: Raw -948068.743704 + Penalty 2924.273876 = -945144.469828
  nChanged 464
		SP:Iteration 7F (132705.810000 sec): 3 clusters
  Score: Raw -948409.529467 + Penalty 2924.273876 = -945485.255591
  nChanged 504
		SP:Iteration 8F (132706.060000 sec): 3 clusters
  Score: Raw -948805.414589 + Penalty 2924.273876 = -945881.140713
  nChanged 481
		SP:Iteration 9F (132706.230000 sec): 3 clusters
  Score: Raw -949200.082397 + Penalty 2924.273876 = -946275.808521
  nChanged 425
		SP:Iteration 10F (132706.440000 sec): 3 clusters
  Score: Raw -949549.200829 + Penalty 2924.273876 = -946624.926953
  nChanged 339
		SP:Iteration 11Q (132706.650000 sec): 3 clusters
  Score: Raw -949794.935197 + Penalty 2924.273876 = -946870.661321
  nChanged 223
		SP:Iteration 12Q (132706.850000 sec): 3 clusters
  Score: Raw -949958.416001 + Penalty 2924.273876 = -947034.142125
  nChanged 157
		SP:Iteration 13Q (132706.980000 sec): 3 clusters
  Score: Raw -950086.606586 + Penalty 2924.273876 = -947162.332710
  nChanged 127
		SP:Iteration 14Q (132707.170000 sec): 3 clusters
  Score: Raw -950181.009689 + Penalty 2924.273876 = -947256.735813
  nChanged 87
		SP:Iteration 15Q (132707.410000 sec): 3 clusters
  Score: Raw -950233.850274 + Penalty 2924.273876 = -947309.576399
  nChanged 57
		SP:Iteration 16Q (132707.620000 sec): 3 clusters
  Score: Raw -950268.127631 + Penalty 2924.273876 = -947343.853755
  nChanged 51
		SP:Iteration 17Q (132707.880000 sec): 3 clusters
  Score: Raw -950290.810784 + Penalty 2924.273876 = -947366.536908
  nChanged 42
		SP:Iteration 18Q (132708.090000 sec): 3 clusters
  Score: Raw -950304.236441 + Penalty 2924.273876 = -947379.962565
  nChanged 31
		SP:Iteration 19Q (132708.330000 sec): 3 clusters
  Score: Raw -950315.169053 + Penalty 2924.273876 = -947390.895177
  nChanged 31
		SP:Iteration 20F (132708.490000 sec): 3 clusters
  Score: Raw -950323.284688 + Penalty 2924.273876 = -947399.010812
  nChanged 21
		SP:Iteration 21Q (132708.710000 sec): 3 clusters
  Score: Raw -950329.876179 + Penalty 2924.273876 = -947405.602303
  nChanged 16
		SP:Iteration 22Q (132708.900000 sec): 3 clusters
  Score: Raw -950333.649168 + Penalty 2924.273876 = -947409.375292
  nChanged 8
		SP:Iteration 23Q (132709.110000 sec): 3 clusters
  Score: Raw -950335.899032 + Penalty 2924.273876 = -947411.625156
  nChanged 6
		SP:Iteration 24Q (132709.290000 sec): 3 clusters
  Score: Raw -950337.495761 + Penalty 2924.273876 = -947413.221885
  nChanged 5
		SP:Iteration 25Q (132709.570000 sec): 3 clusters
  Score: Raw -950338.751946 + Penalty 2924.273876 = -947414.478070
  nChanged 5
		SP:Iteration 26Q (132709.790000 sec): 3 clusters
  Score: Raw -950339.326559 + Penalty 2924.273876 = -947415.052683
  nChanged 3
		SP:Iteration 27Q (132710.000000 sec): 3 clusters
  Score: Raw -950339.937516 + Penalty 2924.273876 = -947415.663640
  nChanged 4
		SP:Iteration 28Q (132710.250000 sec): 3 clusters
  Score: Raw -950340.625785 + Penalty 2924.273876 = -947416.351910
  nChanged 2
		SP:Iteration 29Q (132710.500000 sec): 3 clusters
  Score: Raw -950341.101344 + Penalty 2924.273876 = -947416.827468
  nChanged 1
		SP:Iteration 30Q (132710.760000 sec): 3 clusters
  Score: Raw -950341.273744 + Penalty 2924.273876 = -947416.999868
  nChanged 0
		SP:Iteration 31F (132711.020000 sec): 3 clusters
  Score: Raw -950341.273744 + Penalty 2924.273876 = -947416.999868
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132711.180000 sec): 2 clusters
  Score: Raw -933246.442042 + Penalty 1461.108645 = -931785.333397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132711.350000 sec): 3 clusters
  Score: Raw -928804.286436 + Penalty 2922.217290 = -925882.069146
  nChanged 3388
		SP:Iteration 1F (132711.620000 sec): 3 clusters
  Score: Raw -930681.136196 + Penalty 2922.217290 = -927758.918906
  nChanged 530
		SP:Iteration 2F (132711.880000 sec): 3 clusters
  Score: Raw -930935.715085 + Penalty 2922.217290 = -928013.497796
  nChanged 460
		SP:Iteration 3F (132712.120000 sec): 3 clusters
  Score: Raw -931194.239037 + Penalty 2922.217290 = -928272.021747
  nChanged 440
		SP:Iteration 4F (132712.340000 sec): 3 clusters
  Score: Raw -931469.549825 + Penalty 2922.217290 = -928547.332535
  nChanged 429
		SP:Iteration 5F (132712.580000 sec): 3 clusters
  Score: Raw -931787.224109 + Penalty 2922.217290 = -928865.006819
  nChanged 443
		SP:Iteration 6F (132712.730000 sec): 3 clusters
  Score: Raw -932108.368872 + Penalty 2922.217290 = -929186.151582
  nChanged 423
		SP:Iteration 7F (132712.970000 sec): 3 clusters
  Score: Raw -932395.324049 + Penalty 2922.217290 = -929473.106759
  nChanged 353
		SP:Iteration 8Q (132713.130000 sec): 3 clusters
  Score: Raw -932610.828510 + Penalty 2922.217290 = -929688.611220
  nChanged 300
		SP:Iteration 9Q (132713.320000 sec): 3 clusters
  Score: Raw -932766.704386 + Penalty 2922.217290 = -929844.487096
  nChanged 245
		SP:Iteration 10Q (132713.600000 sec): 3 clusters
  Score: Raw -932891.497764 + Penalty 2922.217290 = -929969.280474
  nChanged 191
		SP:Iteration 11Q (132713.790000 sec): 3 clusters
  Score: Raw -932998.698841 + Penalty 2922.217290 = -930076.481551
  nChanged 174
		SP:Iteration 12Q (132713.970000 sec): 3 clusters
  Score: Raw -933079.011185 + Penalty 2922.217290 = -930156.793895
  nChanged 145
		SP:Iteration 13Q (132714.200000 sec): 3 clusters
  Score: Raw -933138.903161 + Penalty 2922.217290 = -930216.685871
  nChanged 111
		SP:Iteration 14Q (132714.360000 sec): 3 clusters
  Score: Raw -933187.900900 + Penalty 2922.217290 = -930265.683610
  nChanged 97
		SP:Iteration 15Q (132714.590000 sec): 3 clusters
  Score: Raw -933231.365301 + Penalty 2922.217290 = -930309.148011
  nChanged 88
		SP:Iteration 16Q (132714.810000 sec): 3 clusters
  Score: Raw -933263.056981 + Penalty 2922.217290 = -930340.839691
  nChanged 76
		SP:Iteration 17Q (132715.050000 sec): 3 clusters
  Score: Raw -933287.175230 + Penalty 2922.217290 = -930364.957940
  nChanged 55
		SP:Iteration 18Q (132715.300000 sec): 3 clusters
  Score: Raw -933301.909536 + Penalty 2922.217290 = -930379.692246
  nChanged 54
		SP:Iteration 19Q (132715.570000 sec): 3 clusters
  Score: Raw -933316.291275 + Penalty 2922.217290 = -930394.073985
  nChanged 38
		SP:Iteration 20F (132715.870000 sec): 3 clusters
  Score: Raw -933326.321761 + Penalty 2922.217290 = -930404.104471
  nChanged 30
		SP:Iteration 21Q (132716.090000 sec): 3 clusters
  Score: Raw -933332.713695 + Penalty 2922.217290 = -930410.496405
  nChanged 26
		SP:Iteration 22Q (132716.330000 sec): 3 clusters
  Score: Raw -933338.903676 + Penalty 2922.217290 = -930416.686386
  nChanged 34
		SP:Iteration 23Q (132716.520000 sec): 3 clusters
  Score: Raw -933347.097318 + Penalty 2922.217290 = -930424.880029
  nChanged 43
		SP:Iteration 24Q (132716.730000 sec): 3 clusters
  Score: Raw -933357.438559 + Penalty 2922.217290 = -930435.221269
  nChanged 45
		SP:Iteration 25Q (132716.940000 sec): 3 clusters
  Score: Raw -933366.792071 + Penalty 2922.217290 = -930444.574781
  nChanged 44
		SP:Iteration 26Q (132717.130000 sec): 3 clusters
  Score: Raw -933376.246388 + Penalty 2922.217290 = -930454.029098
  nChanged 48
		SP:Iteration 27Q (132717.390000 sec): 3 clusters
  Score: Raw -933388.513721 + Penalty 2922.217290 = -930466.296431
  nChanged 53
		SP:Iteration 28Q (132717.550000 sec): 3 clusters
  Score: Raw -933405.113362 + Penalty 2922.217290 = -930482.896072
  nChanged 47
		SP:Iteration 29Q (132717.800000 sec): 3 clusters
  Score: Raw -933419.255525 + Penalty 2922.217290 = -930497.038235
  nChanged 47
		SP:Iteration 30Q (132718.020000 sec): 3 clusters
  Score: Raw -933435.302022 + Penalty 2922.217290 = -930513.084732
  nChanged 42
		SP:Iteration 31Q (132718.190000 sec): 3 clusters
  Score: Raw -933450.580482 + Penalty 2922.217290 = -930528.363192
  nChanged 38
		SP:Iteration 32Q (132718.390000 sec): 3 clusters
  Score: Raw -933462.822416 + Penalty 2922.217290 = -930540.605126
  nChanged 48
		SP:Iteration 33Q (132718.600000 sec): 3 clusters
  Score: Raw -933486.040030 + Penalty 2922.217290 = -930563.822740
  nChanged 46
		SP:Iteration 34Q (132718.830000 sec): 3 clusters
  Score: Raw -933506.628537 + Penalty 2922.217290 = -930584.411247
  nChanged 44
		SP:Iteration 35Q (132719.030000 sec): 3 clusters
  Score: Raw -933525.374806 + Penalty 2922.217290 = -930603.157516
  nChanged 50
		SP:Iteration 36Q (132719.320000 sec): 3 clusters
  Score: Raw -933551.192073 + Penalty 2922.217290 = -930628.974784
  nChanged 45
		SP:Iteration 37Q (132719.550000 sec): 3 clusters
  Score: Raw -933573.623696 + Penalty 2922.217290 = -930651.406406
  nChanged 46
		SP:Iteration 38Q (132719.790000 sec): 3 clusters
  Score: Raw -933595.325851 + Penalty 2922.217290 = -930673.108561
  nChanged 49
		SP:Iteration 39Q (132720.050000 sec): 3 clusters
  Score: Raw -933627.040147 + Penalty 2922.217290 = -930704.822857
  nChanged 52
		SP:Iteration 40F (132720.250000 sec): 3 clusters
  Score: Raw -933649.016973 + Penalty 2922.217290 = -930726.799683
  nChanged 48
		SP:Iteration 41Q (132720.520000 sec): 3 clusters
  Score: Raw -933669.131073 + Penalty 2922.217290 = -930746.913783
  nChanged 39
		SP:Iteration 42Q (132720.730000 sec): 3 clusters
  Score: Raw -933685.665713 + Penalty 2922.217290 = -930763.448424
  nChanged 42
		SP:Iteration 43Q (132720.930000 sec): 3 clusters
  Score: Raw -933702.253020 + Penalty 2922.217290 = -930780.035730
  nChanged 32
		SP:Iteration 44Q (132721.110000 sec): 3 clusters
  Score: Raw -933716.303963 + Penalty 2922.217290 = -930794.086673
  nChanged 29
		SP:Iteration 45Q (132721.320000 sec): 3 clusters
  Score: Raw -933724.695435 + Penalty 2922.217290 = -930802.478145
  nChanged 18
		SP:Iteration 46Q (132721.490000 sec): 3 clusters
  Score: Raw -933728.397052 + Penalty 2922.217290 = -930806.179763
  nChanged 10
		SP:Iteration 47Q (132721.730000 sec): 3 clusters
  Score: Raw -933730.976732 + Penalty 2922.217290 = -930808.759442
  nChanged 18
		SP:Iteration 48Q (132721.970000 sec): 3 clusters
  Score: Raw -933735.041344 + Penalty 2922.217290 = -930812.824054
  nChanged 7
		SP:Iteration 49Q (132722.190000 sec): 3 clusters
  Score: Raw -933736.226161 + Penalty 2922.217290 = -930814.008871
  nChanged 5
		SP:Iteration 50Q (132722.370000 sec): 3 clusters
  Score: Raw -933738.136476 + Penalty 2922.217290 = -930815.919186
  nChanged 7
		SP:Iteration 51Q (132722.590000 sec): 3 clusters
  Score: Raw -933739.787942 + Penalty 2922.217290 = -930817.570653
  nChanged 7
		SP:Iteration 52Q (132722.730000 sec): 3 clusters
  Score: Raw -933741.831735 + Penalty 2922.217290 = -930819.614445
  nChanged 5
		SP:Iteration 53Q (132722.930000 sec): 3 clusters
  Score: Raw -933743.896156 + Penalty 2922.217290 = -930821.678866
  nChanged 8
		SP:Iteration 54Q (132723.170000 sec): 3 clusters
  Score: Raw -933745.684178 + Penalty 2922.217290 = -930823.466888
  nChanged 4
		SP:Iteration 55Q (132723.290000 sec): 3 clusters
  Score: Raw -933746.572389 + Penalty 2922.217290 = -930824.355099
  nChanged 5
		SP:Iteration 56Q (132723.510000 sec): 3 clusters
  Score: Raw -933747.797425 + Penalty 2922.217290 = -930825.580135
  nChanged 3
		SP:Iteration 57Q (132723.630000 sec): 3 clusters
  Score: Raw -933748.868881 + Penalty 2922.217290 = -930826.651591
  nChanged 0
		SP:Iteration 58F (132723.820000 sec): 3 clusters
  Score: Raw -933748.868881 + Penalty 2922.217290 = -930826.651591
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132723.940000 sec): 2 clusters
  Score: Raw -64795.847513 + Penalty 1023.280264 = -63772.567249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132724.050000 sec): 3 clusters
  Score: Raw -64766.769980 + Penalty 2046.560529 = -62720.209451
  nChanged 140
		SP:Iteration 1F (132724.200000 sec): 3 clusters
  Score: Raw -64946.329465 + Penalty 2046.560529 = -62899.768936
  nChanged 30
		SP:Iteration 2F (132724.350000 sec): 3 clusters
  Score: Raw -64996.585192 + Penalty 2046.560529 = -62950.024663
  nChanged 16
		SP:Iteration 3Q (132724.500000 sec): 3 clusters
  Score: Raw -65013.990401 + Penalty 2046.560529 = -62967.429872
  nChanged 10
		SP:Iteration 4Q (132724.640000 sec): 3 clusters
  Score: Raw -65024.508009 + Penalty 2046.560529 = -62977.947480
  nChanged 7
		SP:Iteration 5Q (132724.790000 sec): 3 clusters
  Score: Raw -65043.363222 + Penalty 2046.560529 = -62996.802693
  nChanged 14
		SP:Iteration 6Q (132724.930000 sec): 3 clusters
  Score: Raw -65062.676498 + Penalty 2046.560529 = -63016.115969
  nChanged 16
		SP:Iteration 7Q (132725.070000 sec): 3 clusters
  Score: Raw -65098.247609 + Penalty 2046.560529 = -63051.687080
  nChanged 8
		SP:Iteration 8Q (132725.220000 sec): 3 clusters
  Score: Raw -65104.420885 + Penalty 2046.560529 = -63057.860356
  nChanged 3
		SP:Iteration 9Q (132725.360000 sec): 3 clusters
  Score: Raw -65107.437158 + Penalty 2046.560529 = -63060.876629
  nChanged 5
		SP:Iteration 10Q (132725.510000 sec): 3 clusters
  Score: Raw -65112.144283 + Penalty 2046.560529 = -63065.583754
  nChanged 4
		SP:Iteration 11Q (132725.650000 sec): 3 clusters
  Score: Raw -65118.181230 + Penalty 2046.560529 = -63071.620701
  nChanged 5
		SP:Iteration 12Q (132725.800000 sec): 3 clusters
  Score: Raw -65128.166809 + Penalty 2046.560529 = -63081.606280
  nChanged 9
		SP:Iteration 13Q (132725.940000 sec): 3 clusters
  Score: Raw -65150.054287 + Penalty 2046.560529 = -63103.493758
  nChanged 13
		SP:Iteration 14Q (132726.090000 sec): 3 clusters
  Score: Raw -65168.679211 + Penalty 2046.560529 = -63122.118682
  nChanged 11
		SP:Iteration 15Q (132726.230000 sec): 3 clusters
  Score: Raw -65180.234916 + Penalty 2046.560529 = -63133.674387
  nChanged 8
		SP:Iteration 16Q (132726.370000 sec): 3 clusters
  Score: Raw -65196.157236 + Penalty 2046.560529 = -63149.596707
  nChanged 8
		SP:Iteration 17Q (132726.520000 sec): 3 clusters
  Score: Raw -65204.441749 + Penalty 2046.560529 = -63157.881220
  nChanged 7
		SP:Iteration 18Q (132726.660000 sec): 3 clusters
  Score: Raw -65218.511361 + Penalty 2046.560529 = -63171.950832
  nChanged 6
		SP:Iteration 19Q (132726.810000 sec): 3 clusters
  Score: Raw -65227.918855 + Penalty 2046.560529 = -63181.358326
  nChanged 6
		SP:Iteration 20F (132726.950000 sec): 3 clusters
  Score: Raw -65263.354008 + Penalty 2046.560529 = -63216.793479
  nChanged 12
		SP:Iteration 21Q (132727.090000 sec): 3 clusters
  Score: Raw -65340.460000 + Penalty 2046.560529 = -63293.899471
  nChanged 13
		SP:Iteration 22Q (132727.230000 sec): 3 clusters
  Score: Raw -65386.361376 + Penalty 2046.560529 = -63339.800847
  nChanged 10
		SP:Iteration 23Q (132727.370000 sec): 3 clusters
  Score: Raw -65420.644999 + Penalty 2046.560529 = -63374.084470
  nChanged 7
		SP:Iteration 24Q (132727.510000 sec): 3 clusters
  Score: Raw -65501.586689 + Penalty 2046.560529 = -63455.026160
  nChanged 8
		SP:Iteration 25Q (132727.650000 sec): 3 clusters
  Score: Raw -65575.154176 + Penalty 2046.560529 = -63528.593647
  nChanged 9
		SP:Iteration 26Q (132727.840000 sec): 3 clusters
  Score: Raw -65596.226212 + Penalty 2046.560529 = -63549.665683
  nChanged 7
		SP:Iteration 27Q (132727.930000 sec): 3 clusters
  Score: Raw -65618.876864 + Penalty 2046.560529 = -63572.316335
  nChanged 2
		SP:Iteration 28Q (132728.110000 sec): 3 clusters
  Score: Raw -65621.678347 + Penalty 2046.560529 = -63575.117818
  nChanged 0
		SP:Iteration 29F (132728.250000 sec): 3 clusters
  Score: Raw -65623.269484 + Penalty 2046.560529 = -63576.708955
  nChanged 1
		SP:Iteration 30Q (132728.490000 sec): 3 clusters
  Score: Raw -65631.276685 + Penalty 2046.560529 = -63584.716157
  nChanged 1
		SP:Iteration 31Q (132728.690000 sec): 3 clusters
  Score: Raw -65635.590196 + Penalty 2046.560529 = -63589.029667
  nChanged 1
		SP:Iteration 32Q (132728.830000 sec): 3 clusters
  Score: Raw -65694.587083 + Penalty 2046.560529 = -63648.026554
  nChanged 2
		SP:Iteration 33Q (132728.960000 sec): 3 clusters
  Score: Raw -65727.381250 + Penalty 2046.560529 = -63680.820721
  nChanged 2
		SP:Iteration 34Q (132729.090000 sec): 3 clusters
  Score: Raw -65732.586089 + Penalty 2046.560529 = -63686.025560
  nChanged 0
		SP:Iteration 35F (132729.220000 sec): 3 clusters
  Score: Raw -65732.586089 + Penalty 2046.560529 = -63686.025560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132729.290000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132729.450000 sec): 3 clusters
  Score: Raw -61228.891494 + Penalty 2057.159294 = -59171.732200
  nChanged 125
		SP:Iteration 1F (132729.610000 sec): 3 clusters
  Score: Raw -61411.357649 + Penalty 2057.159294 = -59354.198355
  nChanged 39
		SP:Iteration 2F (132729.750000 sec): 3 clusters
  Score: Raw -61474.622675 + Penalty 2057.159294 = -59417.463380
  nChanged 21
		SP:Iteration 3Q (132729.880000 sec): 3 clusters
  Score: Raw -61509.662426 + Penalty 2057.159294 = -59452.503132
  nChanged 15
		SP:Iteration 4Q (132729.970000 sec): 3 clusters
  Score: Raw -61549.374349 + Penalty 2057.159294 = -59492.215054
  nChanged 11
		SP:Iteration 5Q (132730.120000 sec): 3 clusters
  Score: Raw -61568.858013 + Penalty 2057.159294 = -59511.698719
  nChanged 6
		SP:Iteration 6Q (132730.220000 sec): 3 clusters
  Score: Raw -61590.558176 + Penalty 2057.159294 = -59533.398881
  nChanged 4
		SP:Iteration 7Q (132730.360000 sec): 3 clusters
  Score: Raw -61607.224611 + Penalty 2057.159294 = -59550.065317
  nChanged 7
		SP:Iteration 8Q (132730.510000 sec): 3 clusters
  Score: Raw -61622.594884 + Penalty 2057.159294 = -59565.435590
  nChanged 3
		SP:Iteration 9Q (132730.650000 sec): 3 clusters
  Score: Raw -61630.250072 + Penalty 2057.159294 = -59573.090777
  nChanged 4
		SP:Iteration 10Q (132730.750000 sec): 3 clusters
  Score: Raw -61638.835430 + Penalty 2057.159294 = -59581.676135
  nChanged 5
		SP:Iteration 11Q (132730.900000 sec): 3 clusters
  Score: Raw -61648.708444 + Penalty 2057.159294 = -59591.549150
  nChanged 5
		SP:Iteration 12Q (132731.050000 sec): 3 clusters
  Score: Raw -61662.145877 + Penalty 2057.159294 = -59604.986582
  nChanged 7
		SP:Iteration 13Q (132731.190000 sec): 3 clusters
  Score: Raw -61670.378009 + Penalty 2057.159294 = -59613.218714
  nChanged 4
		SP:Iteration 14Q (132731.290000 sec): 3 clusters
  Score: Raw -61675.748378 + Penalty 2057.159294 = -59618.589083
  nChanged 4
		SP:Iteration 15Q (132731.380000 sec): 3 clusters
  Score: Raw -61679.257628 + Penalty 2057.159294 = -59622.098333
  nChanged 2
		SP:Iteration 16Q (132731.530000 sec): 3 clusters
  Score: Raw -61682.897335 + Penalty 2057.159294 = -59625.738041
  nChanged 1
		SP:Iteration 17Q (132731.620000 sec): 3 clusters
  Score: Raw -61684.535071 + Penalty 2057.159294 = -59627.375777
  nChanged 2
		SP:Iteration 18Q (132731.770000 sec): 3 clusters
  Score: Raw -61686.655993 + Penalty 2057.159294 = -59629.496699
  nChanged 0
		SP:Iteration 19F (132731.860000 sec): 3 clusters
  Score: Raw -61686.655993 + Penalty 2057.159294 = -59629.496699
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132731.930000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132732.030000 sec): 3 clusters
  Score: Raw -19174.206885 + Penalty 1713.724857 = -17460.482028
  nChanged 36
		SP:Iteration 1F (132732.180000 sec): 3 clusters
  Score: Raw -19327.777784 + Penalty 1713.724857 = -17614.052928
  nChanged 11
		SP:Iteration 2F (132732.270000 sec): 3 clusters
  Score: Raw -19407.740494 + Penalty 1713.724857 = -17694.015637
  nChanged 4
		SP:Iteration 3Q (132732.410000 sec): 3 clusters
  Score: Raw -19440.812933 + Penalty 1713.724857 = -17727.088077
  nChanged 2
		SP:Iteration 4Q (132732.510000 sec): 3 clusters
  Score: Raw -19455.197832 + Penalty 1713.724857 = -17741.472975
  nChanged 1
		SP:Iteration 5Q (132732.610000 sec): 3 clusters
  Score: Raw -19457.418355 + Penalty 1713.724857 = -17743.693499
  nChanged 1
		SP:Iteration 6Q (132732.750000 sec): 3 clusters
  Score: Raw -19460.482265 + Penalty 1713.724857 = -17746.757409
  nChanged 1
		SP:Iteration 7Q (132732.850000 sec): 3 clusters
  Score: Raw -19462.032853 + Penalty 1713.724857 = -17748.307997
  nChanged 1
		SP:Iteration 8Q (132732.990000 sec): 3 clusters
  Score: Raw -19463.940066 + Penalty 1713.724857 = -17750.215209
  nChanged 0
		SP:Iteration 9F (132733.140000 sec): 3 clusters
  Score: Raw -19463.940066 + Penalty 1713.724857 = -17750.215209
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132733.290000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132733.390000 sec): 3 clusters
  Score: Raw -21111.268827 + Penalty 1800.910652 = -19310.358175
  nChanged 50
		SP:Iteration 1F (132733.540000 sec): 3 clusters
  Score: Raw -21247.285678 + Penalty 1800.910652 = -19446.375026
  nChanged 16
		SP:Iteration 2F (132733.680000 sec): 3 clusters
  Score: Raw -21321.834942 + Penalty 1800.910652 = -19520.924290
  nChanged 11
		SP:Iteration 3Q (132733.910000 sec): 3 clusters
  Score: Raw -21396.361800 + Penalty 1800.910652 = -19595.451148
  nChanged 10
		SP:Iteration 4Q (132734.130000 sec): 3 clusters
  Score: Raw -21445.432067 + Penalty 1800.910652 = -19644.521415
  nChanged 2
		SP:Iteration 5Q (132734.270000 sec): 3 clusters
  Score: Raw -21449.362534 + Penalty 1800.910652 = -19648.451882
  nChanged 3
		SP:Iteration 6Q (132734.430000 sec): 3 clusters
  Score: Raw -21452.798409 + Penalty 1800.910652 = -19651.887757
  nChanged 1
		SP:Iteration 7Q (132734.530000 sec): 3 clusters
  Score: Raw -21454.300661 + Penalty 1800.910652 = -19653.390009
  nChanged 1
		SP:Iteration 8Q (132734.630000 sec): 3 clusters
  Score: Raw -21455.528380 + Penalty 1800.910652 = -19654.617728
  nChanged 0
		SP:Iteration 9F (132734.760000 sec): 3 clusters
  Score: Raw -21455.528380 + Penalty 1800.910652 = -19654.617728
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132734.860000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132734.960000 sec): 3 clusters
  Score: Raw -25499.034882 + Penalty 1775.745337 = -23723.289545
  nChanged 32
		SP:Iteration 1F (132735.120000 sec): 3 clusters
  Score: Raw -25585.673394 + Penalty 1775.745337 = -23809.928058
  nChanged 7
		SP:Iteration 2Q (132735.210000 sec): 3 clusters
  Score: Raw -25617.732820 + Penalty 1775.745337 = -23841.987483
  nChanged 6
		SP:Iteration 3Q (132735.350000 sec): 3 clusters
  Score: Raw -25651.955155 + Penalty 1775.745337 = -23876.209819
  nChanged 6
		SP:Iteration 4Q (132735.450000 sec): 3 clusters
  Score: Raw -25695.598946 + Penalty 1775.745337 = -23919.853610
  nChanged 7
		SP:Iteration 5Q (132735.550000 sec): 3 clusters
  Score: Raw -25712.422370 + Penalty 1775.745337 = -23936.677033
  nChanged 4
		SP:Iteration 6Q (132735.700000 sec): 3 clusters
  Score: Raw -25732.882182 + Penalty 1775.745337 = -23957.136846
  nChanged 5
		SP:Iteration 7Q (132735.780000 sec): 3 clusters
  Score: Raw -25751.497642 + Penalty 1775.745337 = -23975.752305
  nChanged 3
		SP:Iteration 8Q (132735.930000 sec): 3 clusters
  Score: Raw -25777.183538 + Penalty 1775.745337 = -24001.438201
  nChanged 2
		SP:Iteration 9Q (132736.020000 sec): 3 clusters
  Score: Raw -25789.111090 + Penalty 1775.745337 = -24013.365754
  nChanged 1
		SP:Iteration 10Q (132736.170000 sec): 3 clusters
  Score: Raw -25793.655340 + Penalty 1775.745337 = -24017.910003
  nChanged 0
		SP:Iteration 11F (132736.270000 sec): 3 clusters
  Score: Raw -25793.655340 + Penalty 1775.745337 = -24017.910003
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132736.360000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132736.450000 sec): 3 clusters
  Score: Raw -67833.134378 + Penalty 2077.373062 = -65755.761316
  nChanged 158
		SP:Iteration 1F (132736.600000 sec): 3 clusters
  Score: Raw -68107.403665 + Penalty 2077.373062 = -66030.030604
  nChanged 55
		SP:Iteration 2F (132736.750000 sec): 3 clusters
  Score: Raw -68217.468654 + Penalty 2077.373062 = -66140.095592
  nChanged 42
		SP:Iteration 3F (132736.890000 sec): 3 clusters
  Score: Raw -68322.594159 + Penalty 2077.373062 = -66245.221097
  nChanged 29
		SP:Iteration 4Q (132737.030000 sec): 3 clusters
  Score: Raw -68396.532610 + Penalty 2077.373062 = -66319.159548
  nChanged 16
		SP:Iteration 5Q (132737.180000 sec): 3 clusters
  Score: Raw -68439.150787 + Penalty 2077.373062 = -66361.777725
  nChanged 7
		SP:Iteration 6Q (132737.320000 sec): 3 clusters
  Score: Raw -68456.023882 + Penalty 2077.373062 = -66378.650820
  nChanged 3
		SP:Iteration 7Q (132737.470000 sec): 3 clusters
  Score: Raw -68462.489173 + Penalty 2077.373062 = -66385.116111
  nChanged 3
		SP:Iteration 8Q (132737.610000 sec): 3 clusters
  Score: Raw -68470.217986 + Penalty 2077.373062 = -66392.844925
  nChanged 1
		SP:Iteration 9Q (132737.750000 sec): 3 clusters
  Score: Raw -68472.676257 + Penalty 2077.373062 = -66395.303196
  nChanged 3
		SP:Iteration 10Q (132737.900000 sec): 3 clusters
  Score: Raw -68475.594820 + Penalty 2077.373062 = -66398.221758
  nChanged 0
		SP:Iteration 11F (132738.040000 sec): 3 clusters
  Score: Raw -68475.594820 + Penalty 2077.373062 = -66398.221758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132738.160000 sec): 2 clusters
  Score: Raw -185623.878583 + Penalty 1197.867010 = -184426.011572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132738.340000 sec): 3 clusters
  Score: Raw -184996.051350 + Penalty 2395.734021 = -182600.317329
  nChanged 530
		SP:Iteration 1F (132738.510000 sec): 3 clusters
  Score: Raw -185352.822546 + Penalty 2395.734021 = -182957.088525
  nChanged 123
		SP:Iteration 2F (132738.690000 sec): 3 clusters
  Score: Raw -185463.746186 + Penalty 2395.734021 = -183068.012165
  nChanged 82
		SP:Iteration 3F (132738.870000 sec): 3 clusters
  Score: Raw -185528.556253 + Penalty 2395.734021 = -183132.822232
  nChanged 57
		SP:Iteration 4Q (132739.010000 sec): 3 clusters
  Score: Raw -185576.923135 + Penalty 2395.734021 = -183181.189114
  nChanged 43
		SP:Iteration 5Q (132739.110000 sec): 3 clusters
  Score: Raw -185599.459057 + Penalty 2395.734021 = -183203.725036
  nChanged 28
		SP:Iteration 6Q (132739.250000 sec): 3 clusters
  Score: Raw -185614.346564 + Penalty 2395.734021 = -183218.612543
  nChanged 23
		SP:Iteration 7Q (132739.350000 sec): 3 clusters
  Score: Raw -185629.912563 + Penalty 2395.734021 = -183234.178542
  nChanged 26
		SP:Iteration 8Q (132739.440000 sec): 3 clusters
  Score: Raw -185645.530807 + Penalty 2395.734021 = -183249.796786
  nChanged 17
		SP:Iteration 9Q (132739.540000 sec): 3 clusters
  Score: Raw -185656.092569 + Penalty 2395.734021 = -183260.358548
  nChanged 19
		SP:Iteration 10Q (132739.630000 sec): 3 clusters
  Score: Raw -185668.295890 + Penalty 2395.734021 = -183272.561869
  nChanged 16
		SP:Iteration 11Q (132739.730000 sec): 3 clusters
  Score: Raw -185680.300777 + Penalty 2395.734021 = -183284.566756
  nChanged 16
		SP:Iteration 12Q (132739.820000 sec): 3 clusters
  Score: Raw -185695.223999 + Penalty 2395.734021 = -183299.489978
  nChanged 15
		SP:Iteration 13Q (132739.970000 sec): 3 clusters
  Score: Raw -185709.027015 + Penalty 2395.734021 = -183313.292994
  nChanged 19
		SP:Iteration 14Q (132740.110000 sec): 3 clusters
  Score: Raw -185719.742482 + Penalty 2395.734021 = -183324.008461
  nChanged 15
		SP:Iteration 15Q (132740.250000 sec): 3 clusters
  Score: Raw -185730.805800 + Penalty 2395.734021 = -183335.071779
  nChanged 13
		SP:Iteration 16Q (132740.390000 sec): 3 clusters
  Score: Raw -185741.623609 + Penalty 2395.734021 = -183345.889588
  nChanged 14
		SP:Iteration 17Q (132740.540000 sec): 3 clusters
  Score: Raw -185750.249118 + Penalty 2395.734021 = -183354.515097
  nChanged 10
		SP:Iteration 18Q (132740.630000 sec): 3 clusters
  Score: Raw -185756.412808 + Penalty 2395.734021 = -183360.678788
  nChanged 7
		SP:Iteration 19Q (132740.730000 sec): 3 clusters
  Score: Raw -185759.946509 + Penalty 2395.734021 = -183364.212488
  nChanged 7
		SP:Iteration 20F (132740.830000 sec): 3 clusters
  Score: Raw -185764.853988 + Penalty 2395.734021 = -183369.119968
  nChanged 5
		SP:Iteration 21Q (132740.970000 sec): 3 clusters
  Score: Raw -185771.508945 + Penalty 2395.734021 = -183375.774924
  nChanged 11
		SP:Iteration 22Q (132741.070000 sec): 3 clusters
  Score: Raw -185782.463523 + Penalty 2395.734021 = -183386.729502
  nChanged 15
		SP:Iteration 23Q (132741.160000 sec): 3 clusters
  Score: Raw -185791.510553 + Penalty 2395.734021 = -183395.776532
  nChanged 9
		SP:Iteration 24Q (132741.260000 sec): 3 clusters
  Score: Raw -185795.252788 + Penalty 2395.734021 = -183399.518767
  nChanged 7
		SP:Iteration 25Q (132741.350000 sec): 3 clusters
  Score: Raw -185798.417926 + Penalty 2395.734021 = -183402.683905
  nChanged 3
		SP:Iteration 26Q (132741.450000 sec): 3 clusters
  Score: Raw -185800.954013 + Penalty 2395.734021 = -183405.219992
  nChanged 4
		SP:Iteration 27Q (132741.550000 sec): 3 clusters
  Score: Raw -185802.349863 + Penalty 2395.734021 = -183406.615842
  nChanged 2
		SP:Iteration 28Q (132741.640000 sec): 3 clusters
  Score: Raw -185802.910775 + Penalty 2395.734021 = -183407.176755
  nChanged 3
		SP:Iteration 29Q (132741.740000 sec): 3 clusters
  Score: Raw -185804.588093 + Penalty 2395.734021 = -183408.854072
  nChanged 4
		SP:Iteration 30Q (132741.840000 sec): 3 clusters
  Score: Raw -185805.955650 + Penalty 2395.734021 = -183410.221629
  nChanged 4
		SP:Iteration 31Q (132741.930000 sec): 3 clusters
  Score: Raw -185808.255238 + Penalty 2395.734021 = -183412.521217
  nChanged 8
		SP:Iteration 32Q (132742.020000 sec): 3 clusters
  Score: Raw -185816.707060 + Penalty 2395.734021 = -183420.973039
  nChanged 9
		SP:Iteration 33Q (132742.170000 sec): 3 clusters
  Score: Raw -185822.370958 + Penalty 2395.734021 = -183426.636937
  nChanged 7
		SP:Iteration 34Q (132742.260000 sec): 3 clusters
  Score: Raw -185827.397740 + Penalty 2395.734021 = -183431.663719
  nChanged 5
		SP:Iteration 35Q (132742.410000 sec): 3 clusters
  Score: Raw -185830.026893 + Penalty 2395.734021 = -183434.292872
  nChanged 6
		SP:Iteration 36Q (132742.500000 sec): 3 clusters
  Score: Raw -185832.805615 + Penalty 2395.734021 = -183437.071594
  nChanged 5
		SP:Iteration 37Q (132742.650000 sec): 3 clusters
  Score: Raw -185834.481237 + Penalty 2395.734021 = -183438.747216
  nChanged 5
		SP:Iteration 38Q (132742.740000 sec): 3 clusters
  Score: Raw -185837.459496 + Penalty 2395.734021 = -183441.725475
  nChanged 1
		SP:Iteration 39Q (132742.840000 sec): 3 clusters
  Score: Raw -185837.590894 + Penalty 2395.734021 = -183441.856873
  nChanged 0
		SP:Iteration 40F (132742.980000 sec): 3 clusters
  Score: Raw -185837.590894 + Penalty 2395.734021 = -183441.856873
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132743.190000 sec): 2 clusters
  Score: Raw -2171534.866687 + Penalty 1588.811340 = -2169946.055347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132743.460000 sec): 3 clusters
  Score: Raw -2161024.005104 + Penalty 3177.622679 = -2157846.382424
  nChanged 7881
		SP:Iteration 1F (132743.850000 sec): 3 clusters
  Score: Raw -2165257.337829 + Penalty 3177.622679 = -2162079.715149
  nChanged 815
		SP:Iteration 2Q (132744.080000 sec): 3 clusters
  Score: Raw -2165531.328980 + Penalty 3177.622679 = -2162353.706300
  nChanged 745
		SP:Iteration 3Q (132744.430000 sec): 3 clusters
  Score: Raw -2165791.223486 + Penalty 3177.622679 = -2162613.600806
  nChanged 755
		SP:Iteration 4Q (132744.670000 sec): 3 clusters
  Score: Raw -2166082.136555 + Penalty 3177.622679 = -2162904.513875
  nChanged 769
		SP:Iteration 5Q (132744.990000 sec): 3 clusters
  Score: Raw -2166410.188461 + Penalty 3177.622679 = -2163232.565781
  nChanged 822
		SP:Iteration 6Q (132745.280000 sec): 3 clusters
  Score: Raw -2166798.957467 + Penalty 3177.622679 = -2163621.334787
  nChanged 880
		SP:Iteration 7Q (132745.550000 sec): 3 clusters
  Score: Raw -2167215.867833 + Penalty 3177.622679 = -2164038.245153
  nChanged 868
		SP:Iteration 8Q (132745.870000 sec): 3 clusters
  Score: Raw -2167597.842768 + Penalty 3177.622679 = -2164420.220089
  nChanged 804
		SP:Iteration 9Q (132746.120000 sec): 3 clusters
  Score: Raw -2167938.839564 + Penalty 3177.622679 = -2164761.216884
  nChanged 703
		SP:Iteration 10Q (132746.440000 sec): 3 clusters
  Score: Raw -2168216.531918 + Penalty 3177.622679 = -2165038.909238
  nChanged 590
		SP:Iteration 11Q (132746.770000 sec): 3 clusters
  Score: Raw -2168438.639940 + Penalty 3177.622679 = -2165261.017260
  nChanged 504
		SP:Iteration 12Q (132747.060000 sec): 3 clusters
  Score: Raw -2168594.068531 + Penalty 3177.622679 = -2165416.445851
  nChanged 407
		SP:Iteration 13Q (132747.420000 sec): 3 clusters
  Score: Raw -2168699.271233 + Penalty 3177.622679 = -2165521.648553
  nChanged 310
		SP:Iteration 14Q (132747.800000 sec): 3 clusters
  Score: Raw -2168773.794410 + Penalty 3177.622679 = -2165596.171731
  nChanged 278
		SP:Iteration 15Q (132748.100000 sec): 3 clusters
  Score: Raw -2168840.834304 + Penalty 3177.622679 = -2165663.211625
  nChanged 255
		SP:Iteration 16Q (132748.320000 sec): 3 clusters
  Score: Raw -2168910.369850 + Penalty 3177.622679 = -2165732.747170
  nChanged 261
		SP:Iteration 17Q (132748.580000 sec): 3 clusters
  Score: Raw -2168975.998493 + Penalty 3177.622679 = -2165798.375814
  nChanged 244
		SP:Iteration 18Q (132748.890000 sec): 3 clusters
  Score: Raw -2169035.763299 + Penalty 3177.622679 = -2165858.140620
  nChanged 237
		SP:Iteration 19Q (132749.140000 sec): 3 clusters
  Score: Raw -2169098.012028 + Penalty 3177.622679 = -2165920.389348
  nChanged 248
		SP:Iteration 20F (132749.410000 sec): 3 clusters
  Score: Raw -2169167.954994 + Penalty 3177.622679 = -2165990.332314
  nChanged 255
		SP:Iteration 21Q (132749.720000 sec): 3 clusters
  Score: Raw -2169250.921823 + Penalty 3177.622679 = -2166073.299144
  nChanged 309
		SP:Iteration 22Q (132749.980000 sec): 3 clusters
  Score: Raw -2169361.728000 + Penalty 3177.622679 = -2166184.105320
  nChanged 352
		SP:Iteration 23Q (132750.200000 sec): 3 clusters
  Score: Raw -2169507.972703 + Penalty 3177.622679 = -2166330.350024
  nChanged 368
		SP:Iteration 24Q (132750.450000 sec): 3 clusters
  Score: Raw -2169663.338340 + Penalty 3177.622679 = -2166485.715661
  nChanged 387
		SP:Iteration 25Q (132750.700000 sec): 3 clusters
  Score: Raw -2169846.435543 + Penalty 3177.622679 = -2166668.812863
  nChanged 376
		SP:Iteration 26Q (132751.020000 sec): 3 clusters
  Score: Raw -2170039.451463 + Penalty 3177.622679 = -2166861.828784
  nChanged 384
		SP:Iteration 27Q (132751.310000 sec): 3 clusters
  Score: Raw -2170262.201595 + Penalty 3177.622679 = -2167084.578915
  nChanged 387
		SP:Iteration 28Q (132751.600000 sec): 3 clusters
  Score: Raw -2170504.715732 + Penalty 3177.622679 = -2167327.093053
  nChanged 391
		SP:Iteration 29Q (132751.900000 sec): 3 clusters
  Score: Raw -2170756.184746 + Penalty 3177.622679 = -2167578.562067
  nChanged 337
		SP:Iteration 30Q (132752.180000 sec): 3 clusters
  Score: Raw -2170978.323729 + Penalty 3177.622679 = -2167800.701050
  nChanged 268
		SP:Iteration 31Q (132752.410000 sec): 3 clusters
  Score: Raw -2171162.078405 + Penalty 3177.622679 = -2167984.455726
  nChanged 219
		SP:Iteration 32Q (132752.660000 sec): 3 clusters
  Score: Raw -2171294.333046 + Penalty 3177.622679 = -2168116.710367
  nChanged 170
		SP:Iteration 33Q (132752.980000 sec): 3 clusters
  Score: Raw -2171400.252900 + Penalty 3177.622679 = -2168222.630221
  nChanged 166
		SP:Iteration 34Q (132753.250000 sec): 3 clusters
  Score: Raw -2171489.349353 + Penalty 3177.622679 = -2168311.726673
  nChanged 111
		SP:Iteration 35Q (132753.540000 sec): 3 clusters
  Score: Raw -2171540.789821 + Penalty 3177.622679 = -2168363.167141
  nChanged 85
		SP:Iteration 36Q (132753.820000 sec): 3 clusters
  Score: Raw -2171584.305484 + Penalty 3177.622679 = -2168406.682804
  nChanged 75
		SP:Iteration 37Q (132754.040000 sec): 3 clusters
  Score: Raw -2171623.749868 + Penalty 3177.622679 = -2168446.127188
  nChanged 71
		SP:Iteration 38Q (132754.250000 sec): 3 clusters
  Score: Raw -2171659.552278 + Penalty 3177.622679 = -2168481.929599
  nChanged 60
		SP:Iteration 39Q (132754.480000 sec): 3 clusters
  Score: Raw -2171690.190175 + Penalty 3177.622679 = -2168512.567495
  nChanged 50
		SP:Iteration 40F (132754.810000 sec): 3 clusters
  Score: Raw -2171715.016538 + Penalty 3177.622679 = -2168537.393858
  nChanged 43
		SP:Iteration 41Q (132755.080000 sec): 3 clusters
  Score: Raw -2171734.926665 + Penalty 3177.622679 = -2168557.303986
  nChanged 28
		SP:Iteration 42Q (132755.340000 sec): 3 clusters
  Score: Raw -2171750.520682 + Penalty 3177.622679 = -2168572.898003
  nChanged 36
		SP:Iteration 43Q (132755.580000 sec): 3 clusters
  Score: Raw -2171765.167269 + Penalty 3177.622679 = -2168587.544590
  nChanged 20
		SP:Iteration 44Q (132755.850000 sec): 3 clusters
  Score: Raw -2171771.751047 + Penalty 3177.622679 = -2168594.128368
  nChanged 14
		SP:Iteration 45Q (132756.060000 sec): 3 clusters
  Score: Raw -2171779.798846 + Penalty 3177.622679 = -2168602.176166
  nChanged 24
		SP:Iteration 46Q (132756.340000 sec): 3 clusters
  Score: Raw -2171791.309482 + Penalty 3177.622679 = -2168613.686802
  nChanged 20
		SP:Iteration 47Q (132756.590000 sec): 3 clusters
  Score: Raw -2171799.251248 + Penalty 3177.622679 = -2168621.628568
  nChanged 19
		SP:Iteration 48Q (132756.820000 sec): 3 clusters
  Score: Raw -2171806.296145 + Penalty 3177.622679 = -2168628.673465
  nChanged 13
		SP:Iteration 49Q (132757.010000 sec): 3 clusters
  Score: Raw -2171810.850693 + Penalty 3177.622679 = -2168633.228014
  nChanged 12
		SP:Iteration 50Q (132757.230000 sec): 3 clusters
  Score: Raw -2171816.206984 + Penalty 3177.622679 = -2168638.584305
  nChanged 12
		SP:Iteration 51Q (132757.470000 sec): 3 clusters
  Score: Raw -2171821.703497 + Penalty 3177.622679 = -2168644.080817
  nChanged 14
		SP:Iteration 52Q (132757.740000 sec): 3 clusters
  Score: Raw -2171828.637834 + Penalty 3177.622679 = -2168651.015155
  nChanged 7
		SP:Iteration 53Q (132757.950000 sec): 3 clusters
  Score: Raw -2171831.044289 + Penalty 3177.622679 = -2168653.421610
  nChanged 9
		SP:Iteration 54Q (132758.210000 sec): 3 clusters
  Score: Raw -2171834.853795 + Penalty 3177.622679 = -2168657.231116
  nChanged 3
		SP:Iteration 55Q (132758.420000 sec): 3 clusters
  Score: Raw -2171835.877052 + Penalty 3177.622679 = -2168658.254373
  nChanged 1
		SP:Iteration 56Q (132758.710000 sec): 3 clusters
  Score: Raw -2171836.177847 + Penalty 3177.622679 = -2168658.555168
  nChanged 2
		SP:Iteration 57Q (132759.060000 sec): 3 clusters
  Score: Raw -2171836.444116 + Penalty 3177.622679 = -2168658.821437
  nChanged 0
		SP:Iteration 58F (132759.320000 sec): 3 clusters
  Score: Raw -2171836.444116 + Penalty 3177.622679 = -2168658.821437
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132759.490000 sec): 2 clusters
  Score: Raw -689895.424223 + Penalty 1397.480266 = -688497.943957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132759.680000 sec): 3 clusters
  Score: Raw -687043.677270 + Penalty 2794.960531 = -684248.716739
  nChanged 2166
		SP:Iteration 1F (132759.890000 sec): 3 clusters
  Score: Raw -688193.344794 + Penalty 2794.960531 = -685398.384263
  nChanged 345
		SP:Iteration 2F (132760.050000 sec): 3 clusters
  Score: Raw -688344.459050 + Penalty 2794.960531 = -685549.498519
  nChanged 259
		SP:Iteration 3Q (132760.190000 sec): 3 clusters
  Score: Raw -688447.630129 + Penalty 2794.960531 = -685652.669598
  nChanged 171
		SP:Iteration 4Q (132760.390000 sec): 3 clusters
  Score: Raw -688509.072499 + Penalty 2794.960531 = -685714.111967
  nChanged 124
		SP:Iteration 5Q (132760.500000 sec): 3 clusters
  Score: Raw -688548.132031 + Penalty 2794.960531 = -685753.171500
  nChanged 96
		SP:Iteration 6Q (132760.690000 sec): 3 clusters
  Score: Raw -688577.360761 + Penalty 2794.960531 = -685782.400230
  nChanged 99
		SP:Iteration 7Q (132760.800000 sec): 3 clusters
  Score: Raw -688607.388151 + Penalty 2794.960531 = -685812.427619
  nChanged 87
		SP:Iteration 8Q (132760.940000 sec): 3 clusters
  Score: Raw -688632.657340 + Penalty 2794.960531 = -685837.696808
  nChanged 82
		SP:Iteration 9Q (132761.090000 sec): 3 clusters
  Score: Raw -688656.715085 + Penalty 2794.960531 = -685861.754554
  nChanged 61
		SP:Iteration 10Q (132761.280000 sec): 3 clusters
  Score: Raw -688672.988052 + Penalty 2794.960531 = -685878.027521
  nChanged 62
		SP:Iteration 11Q (132761.420000 sec): 3 clusters
  Score: Raw -688690.579514 + Penalty 2794.960531 = -685895.618983
  nChanged 73
		SP:Iteration 12Q (132761.610000 sec): 3 clusters
  Score: Raw -688711.544896 + Penalty 2794.960531 = -685916.584364
  nChanged 76
		SP:Iteration 13Q (132761.760000 sec): 3 clusters
  Score: Raw -688730.349289 + Penalty 2794.960531 = -685935.388757
  nChanged 70
		SP:Iteration 14Q (132761.940000 sec): 3 clusters
  Score: Raw -688748.847766 + Penalty 2794.960531 = -685953.887235
  nChanged 56
		SP:Iteration 15Q (132762.090000 sec): 3 clusters
  Score: Raw -688763.605702 + Penalty 2794.960531 = -685968.645171
  nChanged 58
		SP:Iteration 16Q (132762.280000 sec): 3 clusters
  Score: Raw -688776.030808 + Penalty 2794.960531 = -685981.070277
  nChanged 44
		SP:Iteration 17Q (132762.460000 sec): 3 clusters
  Score: Raw -688786.607714 + Penalty 2794.960531 = -685991.647183
  nChanged 34
		SP:Iteration 18Q (132762.620000 sec): 3 clusters
  Score: Raw -688795.940550 + Penalty 2794.960531 = -686000.980019
  nChanged 38
		SP:Iteration 19Q (132762.820000 sec): 3 clusters
  Score: Raw -688806.109862 + Penalty 2794.960531 = -686011.149331
  nChanged 39
		SP:Iteration 20F (132763.010000 sec): 3 clusters
  Score: Raw -688812.536001 + Penalty 2794.960531 = -686017.575469
  nChanged 25
		SP:Iteration 21Q (132763.160000 sec): 3 clusters
  Score: Raw -688817.395818 + Penalty 2794.960531 = -686022.435286
  nChanged 13
		SP:Iteration 22Q (132763.290000 sec): 3 clusters
  Score: Raw -688819.125053 + Penalty 2794.960531 = -686024.164521
  nChanged 11
		SP:Iteration 23Q (132763.490000 sec): 3 clusters
  Score: Raw -688821.118314 + Penalty 2794.960531 = -686026.157782
  nChanged 16
		SP:Iteration 24Q (132763.680000 sec): 3 clusters
  Score: Raw -688823.152618 + Penalty 2794.960531 = -686028.192086
  nChanged 13
		SP:Iteration 25Q (132763.800000 sec): 3 clusters
  Score: Raw -688824.910533 + Penalty 2794.960531 = -686029.950002
  nChanged 12
		SP:Iteration 26Q (132764.000000 sec): 3 clusters
  Score: Raw -688826.610765 + Penalty 2794.960531 = -686031.650233
  nChanged 11
		SP:Iteration 27Q (132764.120000 sec): 3 clusters
  Score: Raw -688828.366852 + Penalty 2794.960531 = -686033.406321
  nChanged 8
		SP:Iteration 28Q (132764.270000 sec): 3 clusters
  Score: Raw -688829.978447 + Penalty 2794.960531 = -686035.017916
  nChanged 10
		SP:Iteration 29Q (132764.460000 sec): 3 clusters
  Score: Raw -688831.367338 + Penalty 2794.960531 = -686036.406807
  nChanged 5
		SP:Iteration 30Q (132764.650000 sec): 3 clusters
  Score: Raw -688832.303236 + Penalty 2794.960531 = -686037.342704
  nChanged 3
		SP:Iteration 31Q (132764.760000 sec): 3 clusters
  Score: Raw -688832.854909 + Penalty 2794.960531 = -686037.894378
  nChanged 2
		SP:Iteration 32Q (132764.910000 sec): 3 clusters
  Score: Raw -688833.061438 + Penalty 2794.960531 = -686038.100907
  nChanged 2
		SP:Iteration 33Q (132765.100000 sec): 3 clusters
  Score: Raw -688833.640526 + Penalty 2794.960531 = -686038.679995
  nChanged 8
		SP:Iteration 34Q (132765.260000 sec): 3 clusters
  Score: Raw -688835.016449 + Penalty 2794.960531 = -686040.055918
  nChanged 12
		SP:Iteration 35Q (132765.420000 sec): 3 clusters
  Score: Raw -688837.775868 + Penalty 2794.960531 = -686042.815336
  nChanged 10
		SP:Iteration 36Q (132765.580000 sec): 3 clusters
  Score: Raw -688839.319563 + Penalty 2794.960531 = -686044.359032
  nChanged 7
		SP:Iteration 37Q (132765.710000 sec): 3 clusters
  Score: Raw -688840.616511 + Penalty 2794.960531 = -686045.655980
  nChanged 10
		SP:Iteration 38Q (132765.860000 sec): 3 clusters
  Score: Raw -688843.465065 + Penalty 2794.960531 = -686048.504533
  nChanged 18
		SP:Iteration 39Q (132766.020000 sec): 3 clusters
  Score: Raw -688848.646062 + Penalty 2794.960531 = -686053.685531
  nChanged 25
		SP:Iteration 40F (132766.130000 sec): 3 clusters
  Score: Raw -688853.068903 + Penalty 2794.960531 = -686058.108371
  nChanged 16
		SP:Iteration 41Q (132766.330000 sec): 3 clusters
  Score: Raw -688855.675751 + Penalty 2794.960531 = -686060.715220
  nChanged 13
		SP:Iteration 42Q (132766.510000 sec): 3 clusters
  Score: Raw -688857.050110 + Penalty 2794.960531 = -686062.089579
  nChanged 5
		SP:Iteration 43Q (132766.620000 sec): 3 clusters
  Score: Raw -688857.861421 + Penalty 2794.960531 = -686062.900890
  nChanged 9
		SP:Iteration 44Q (132766.770000 sec): 3 clusters
  Score: Raw -688859.433212 + Penalty 2794.960531 = -686064.472680
  nChanged 7
		SP:Iteration 45Q (132766.960000 sec): 3 clusters
  Score: Raw -688860.339679 + Penalty 2794.960531 = -686065.379147
  nChanged 6
		SP:Iteration 46Q (132767.120000 sec): 3 clusters
  Score: Raw -688861.914590 + Penalty 2794.960531 = -686066.954058
  nChanged 14
		SP:Iteration 47Q (132767.280000 sec): 3 clusters
  Score: Raw -688863.999305 + Penalty 2794.960531 = -686069.038774
  nChanged 10
		SP:Iteration 48Q (132767.400000 sec): 3 clusters
  Score: Raw -688866.377223 + Penalty 2794.960531 = -686071.416692
  nChanged 15
		SP:Iteration 49Q (132767.540000 sec): 3 clusters
  Score: Raw -688869.135328 + Penalty 2794.960531 = -686074.174797
  nChanged 12
		SP:Iteration 50Q (132767.750000 sec): 3 clusters
  Score: Raw -688870.929343 + Penalty 2794.960531 = -686075.968811
  nChanged 7
		SP:Iteration 51Q (132767.910000 sec): 3 clusters
  Score: Raw -688872.326264 + Penalty 2794.960531 = -686077.365733
  nChanged 6
		SP:Iteration 52Q (132768.080000 sec): 3 clusters
  Score: Raw -688873.314037 + Penalty 2794.960531 = -686078.353506
  nChanged 6
		SP:Iteration 53Q (132768.220000 sec): 3 clusters
  Score: Raw -688874.872143 + Penalty 2794.960531 = -686079.911611
  nChanged 12
		SP:Iteration 54Q (132768.410000 sec): 3 clusters
  Score: Raw -688877.620971 + Penalty 2794.960531 = -686082.660440
  nChanged 14
		SP:Iteration 55Q (132768.520000 sec): 3 clusters
  Score: Raw -688879.623936 + Penalty 2794.960531 = -686084.663405
  nChanged 10
		SP:Iteration 56Q (132768.670000 sec): 3 clusters
  Score: Raw -688881.009250 + Penalty 2794.960531 = -686086.048719
  nChanged 13
		SP:Iteration 57Q (132768.810000 sec): 3 clusters
  Score: Raw -688883.309102 + Penalty 2794.960531 = -686088.348571
  nChanged 8
		SP:Iteration 58Q (132768.960000 sec): 3 clusters
  Score: Raw -688884.933218 + Penalty 2794.960531 = -686089.972687
  nChanged 7
		SP:Iteration 59Q (132769.100000 sec): 3 clusters
  Score: Raw -688886.007547 + Penalty 2794.960531 = -686091.047016
  nChanged 3
		SP:Iteration 60F (132769.240000 sec): 3 clusters
  Score: Raw -688886.470512 + Penalty 2794.960531 = -686091.509981
  nChanged 3
		SP:Iteration 61Q (132769.390000 sec): 3 clusters
  Score: Raw -688886.839431 + Penalty 2794.960531 = -686091.878900
  nChanged 4
		SP:Iteration 62Q (132769.530000 sec): 3 clusters
  Score: Raw -688887.299833 + Penalty 2794.960531 = -686092.339302
  nChanged 1
		SP:Iteration 63Q (132769.680000 sec): 3 clusters
  Score: Raw -688887.429021 + Penalty 2794.960531 = -686092.468490
  nChanged 1
		SP:Iteration 64Q (132769.820000 sec): 3 clusters
  Score: Raw -688887.577531 + Penalty 2794.960531 = -686092.617000
  nChanged 0
		SP:Iteration 65F (132769.960000 sec): 3 clusters
  Score: Raw -688887.577531 + Penalty 2794.960531 = -686092.617000
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132770.090000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132770.240000 sec): 3 clusters
  Score: Raw -44636.058222 + Penalty 1956.042795 = -42680.015428
  nChanged 79
		SP:Iteration 1F (132770.380000 sec): 3 clusters
  Score: Raw -44786.262257 + Penalty 1956.042795 = -42830.219462
  nChanged 12
		SP:Iteration 2Q (132770.520000 sec): 3 clusters
  Score: Raw -44803.285946 + Penalty 1956.042795 = -42847.243151
  nChanged 5
		SP:Iteration 3Q (132770.670000 sec): 3 clusters
  Score: Raw -44809.539082 + Penalty 1956.042795 = -42853.496288
  nChanged 1
		SP:Iteration 4Q (132770.820000 sec): 3 clusters
  Score: Raw -44812.412124 + Penalty 1956.042795 = -42856.369330
  nChanged 1
		SP:Iteration 5Q (132770.970000 sec): 3 clusters
  Score: Raw -44814.423983 + Penalty 1956.042795 = -42858.381188
  nChanged 3
		SP:Iteration 6Q (132771.110000 sec): 3 clusters
  Score: Raw -44817.990514 + Penalty 1956.042795 = -42861.947720
  nChanged 2
		SP:Iteration 7Q (132771.200000 sec): 3 clusters
  Score: Raw -44820.820224 + Penalty 1956.042795 = -42864.777430
  nChanged 1
		SP:Iteration 8Q (132771.300000 sec): 3 clusters
  Score: Raw -44821.576033 + Penalty 1956.042795 = -42865.533238
  nChanged 1
		SP:Iteration 9Q (132771.450000 sec): 3 clusters
  Score: Raw -44823.666366 + Penalty 1956.042795 = -42867.623571
  nChanged 0
		SP:Iteration 10F (132771.590000 sec): 3 clusters
  Score: Raw -44823.666366 + Penalty 1956.042795 = -42867.623571
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132771.680000 sec): 2 clusters
  Score: Raw -299018.118639 + Penalty 1291.497768 = -297726.620871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132771.850000 sec): 3 clusters
  Score: Raw -297718.254317 + Penalty 2582.995536 = -295135.258782
  nChanged 1041
		SP:Iteration 1F (132771.990000 sec): 3 clusters
  Score: Raw -298414.888184 + Penalty 2582.995536 = -295831.892649
  nChanged 238
		SP:Iteration 2F (132772.130000 sec): 3 clusters
  Score: Raw -298599.647122 + Penalty 2582.995536 = -296016.651586
  nChanged 173
		SP:Iteration 3F (132772.280000 sec): 3 clusters
  Score: Raw -298734.827613 + Penalty 2582.995536 = -296151.832078
  nChanged 140
		SP:Iteration 4Q (132772.420000 sec): 3 clusters
  Score: Raw -298848.079716 + Penalty 2582.995536 = -296265.084180
  nChanged 119
		SP:Iteration 5Q (132772.580000 sec): 3 clusters
  Score: Raw -298932.708352 + Penalty 2582.995536 = -296349.712816
  nChanged 100
		SP:Iteration 6Q (132772.750000 sec): 3 clusters
  Score: Raw -299002.915222 + Penalty 2582.995536 = -296419.919686
  nChanged 75
		SP:Iteration 7Q (132772.930000 sec): 3 clusters
  Score: Raw -299057.253998 + Penalty 2582.995536 = -296474.258462
  nChanged 66
		SP:Iteration 8Q (132773.100000 sec): 3 clusters
  Score: Raw -299107.334419 + Penalty 2582.995536 = -296524.338883
  nChanged 73
		SP:Iteration 9Q (132773.270000 sec): 3 clusters
  Score: Raw -299155.774058 + Penalty 2582.995536 = -296572.778522
  nChanged 63
		SP:Iteration 10Q (132773.400000 sec): 3 clusters
  Score: Raw -299193.976307 + Penalty 2582.995536 = -296610.980771
  nChanged 59
		SP:Iteration 11Q (132773.550000 sec): 3 clusters
  Score: Raw -299225.049283 + Penalty 2582.995536 = -296642.053747
  nChanged 52
		SP:Iteration 12Q (132773.690000 sec): 3 clusters
  Score: Raw -299252.327787 + Penalty 2582.995536 = -296669.332251
  nChanged 38
		SP:Iteration 13Q (132773.830000 sec): 3 clusters
  Score: Raw -299271.041480 + Penalty 2582.995536 = -296688.045944
  nChanged 33
		SP:Iteration 14Q (132773.980000 sec): 3 clusters
  Score: Raw -299286.377082 + Penalty 2582.995536 = -296703.381546
  nChanged 23
		SP:Iteration 15Q (132774.120000 sec): 3 clusters
  Score: Raw -299295.938786 + Penalty 2582.995536 = -296712.943250
  nChanged 22
		SP:Iteration 16Q (132774.220000 sec): 3 clusters
  Score: Raw -299304.727319 + Penalty 2582.995536 = -296721.731783
  nChanged 20
		SP:Iteration 17Q (132774.360000 sec): 3 clusters
  Score: Raw -299313.674785 + Penalty 2582.995536 = -296730.679249
  nChanged 20
		SP:Iteration 18Q (132774.500000 sec): 3 clusters
  Score: Raw -299324.316160 + Penalty 2582.995536 = -296741.320624
  nChanged 21
		SP:Iteration 19Q (132774.650000 sec): 3 clusters
  Score: Raw -299334.285405 + Penalty 2582.995536 = -296751.289869
  nChanged 19
		SP:Iteration 20F (132774.800000 sec): 3 clusters
  Score: Raw -299344.481762 + Penalty 2582.995536 = -296761.486226
  nChanged 21
		SP:Iteration 21Q (132774.940000 sec): 3 clusters
  Score: Raw -299356.920746 + Penalty 2582.995536 = -296773.925210
  nChanged 21
		SP:Iteration 22Q (132775.080000 sec): 3 clusters
  Score: Raw -299366.784711 + Penalty 2582.995536 = -296783.789175
  nChanged 14
		SP:Iteration 23Q (132775.230000 sec): 3 clusters
  Score: Raw -299371.955579 + Penalty 2582.995536 = -296788.960043
  nChanged 11
		SP:Iteration 24Q (132775.370000 sec): 3 clusters
  Score: Raw -299375.638575 + Penalty 2582.995536 = -296792.643039
  nChanged 12
		SP:Iteration 25Q (132775.510000 sec): 3 clusters
  Score: Raw -299380.026193 + Penalty 2582.995536 = -296797.030657
  nChanged 8
		SP:Iteration 26Q (132775.610000 sec): 3 clusters
  Score: Raw -299383.396998 + Penalty 2582.995536 = -296800.401462
  nChanged 6
		SP:Iteration 27Q (132775.750000 sec): 3 clusters
  Score: Raw -299386.264730 + Penalty 2582.995536 = -296803.269194
  nChanged 6
		SP:Iteration 28Q (132775.850000 sec): 3 clusters
  Score: Raw -299389.076499 + Penalty 2582.995536 = -296806.080963
  nChanged 9
		SP:Iteration 29Q (132775.950000 sec): 3 clusters
  Score: Raw -299393.350038 + Penalty 2582.995536 = -296810.354502
  nChanged 13
		SP:Iteration 30Q (132776.090000 sec): 3 clusters
  Score: Raw -299401.937368 + Penalty 2582.995536 = -296818.941832
  nChanged 10
		SP:Iteration 31Q (132776.180000 sec): 3 clusters
  Score: Raw -299406.012824 + Penalty 2582.995536 = -296823.017288
  nChanged 8
		SP:Iteration 32Q (132776.330000 sec): 3 clusters
  Score: Raw -299408.553972 + Penalty 2582.995536 = -296825.558436
  nChanged 7
		SP:Iteration 33Q (132776.430000 sec): 3 clusters
  Score: Raw -299412.749494 + Penalty 2582.995536 = -296829.753958
  nChanged 8
		SP:Iteration 34Q (132776.530000 sec): 3 clusters
  Score: Raw -299415.997584 + Penalty 2582.995536 = -296833.002049
  nChanged 6
		SP:Iteration 35Q (132776.660000 sec): 3 clusters
  Score: Raw -299418.489803 + Penalty 2582.995536 = -296835.494267
  nChanged 6
		SP:Iteration 36Q (132776.760000 sec): 3 clusters
  Score: Raw -299420.646792 + Penalty 2582.995536 = -296837.651256
  nChanged 1
		SP:Iteration 37Q (132776.900000 sec): 3 clusters
  Score: Raw -299420.734717 + Penalty 2582.995536 = -296837.739181
  nChanged 0
		SP:Iteration 38F (132777.000000 sec): 3 clusters
  Score: Raw -299420.734717 + Penalty 2582.995536 = -296837.739181
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132777.100000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132777.240000 sec): 3 clusters
  Score: Raw -14369.709793 + Penalty 1643.279887 = -12726.429907
  nChanged 23
		SP:Iteration 1F (132777.330000 sec): 3 clusters
  Score: Raw -14505.947683 + Penalty 1643.279887 = -12862.667797
  nChanged 6
		SP:Iteration 2Q (132777.480000 sec): 3 clusters
  Score: Raw -14541.935947 + Penalty 1643.279887 = -12898.656060
  nChanged 4
		SP:Iteration 3Q (132777.630000 sec): 3 clusters
  Score: Raw -14553.584549 + Penalty 1643.279887 = -12910.304663
  nChanged 4
		SP:Iteration 4Q (132777.730000 sec): 3 clusters
  Score: Raw -14569.744032 + Penalty 1643.279887 = -12926.464145
  nChanged 1
		SP:Iteration 5Q (132777.880000 sec): 3 clusters
  Score: Raw -14576.309374 + Penalty 1643.279887 = -12933.029488
  nChanged 0
		SP:Iteration 6F (132778.020000 sec): 3 clusters
  Score: Raw -14576.309374 + Penalty 1643.279887 = -12933.029488
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132778.590000 sec): 2 clusters
  Score: Raw -9295494.766795 + Penalty 1827.496190 = -9293667.270605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132779.310000 sec): 3 clusters
  Score: Raw -9246060.921746 + Penalty 3654.992380 = -9242405.929366
  nChanged 36322
		SP:Iteration 1F (132780.010000 sec): 3 clusters
  Score: Raw -9267368.011511 + Penalty 3654.992380 = -9263713.019131
  nChanged 3221
		SP:Iteration 2Q (132780.690000 sec): 3 clusters
  Score: Raw -9268645.254450 + Penalty 3654.992380 = -9264990.262071
  nChanged 4023
		SP:Iteration 3F (132781.330000 sec): 3 clusters
  Score: Raw -9270741.680282 + Penalty 3654.992380 = -9267086.687902
  nChanged 5121
		SP:Iteration 4F (132781.940000 sec): 3 clusters
  Score: Raw -9274258.158767 + Penalty 3654.992380 = -9270603.166387
  nChanged 6429
		SP:Iteration 5F (132782.640000 sec): 3 clusters
  Score: Raw -9279690.563822 + Penalty 3654.992380 = -9276035.571442
  nChanged 6815
		SP:Iteration 6F (132783.360000 sec): 3 clusters
  Score: Raw -9286198.974774 + Penalty 3654.992380 = -9282543.982395
  nChanged 5303
		SP:Iteration 7F (132784.050000 sec): 3 clusters
  Score: Raw -9291430.897884 + Penalty 3654.992380 = -9287775.905504
  nChanged 2830
		SP:Iteration 8Q (132784.700000 sec): 3 clusters
  Score: Raw -9294141.238860 + Penalty 3654.992380 = -9290486.246480
  nChanged 1094
		SP:Iteration 9Q (132785.380000 sec): 3 clusters
  Score: Raw -9295180.575322 + Penalty 3654.992380 = -9291525.582942
  nChanged 369
		SP:Iteration 10Q (132786.000000 sec): 3 clusters
  Score: Raw -9295561.221155 + Penalty 3654.992380 = -9291906.228775
  nChanged 144
		SP:Iteration 11Q (132786.560000 sec): 3 clusters
  Score: Raw -9295715.838558 + Penalty 3654.992380 = -9292060.846178
  nChanged 85
		SP:Iteration 12Q (132787.140000 sec): 3 clusters
  Score: Raw -9295783.546069 + Penalty 3654.992380 = -9292128.553689
  nChanged 34
		SP:Iteration 13Q (132787.830000 sec): 3 clusters
  Score: Raw -9295806.476104 + Penalty 3654.992380 = -9292151.483724
  nChanged 26
		SP:Iteration 14Q (132788.490000 sec): 3 clusters
  Score: Raw -9295822.505922 + Penalty 3654.992380 = -9292167.513542
  nChanged 22
		SP:Iteration 15Q (132789.080000 sec): 3 clusters
  Score: Raw -9295839.689236 + Penalty 3654.992380 = -9292184.696856
  nChanged 17
		SP:Iteration 16Q (132789.720000 sec): 3 clusters
  Score: Raw -9295848.443841 + Penalty 3654.992380 = -9292193.451461
  nChanged 10
		SP:Iteration 17Q (132790.290000 sec): 3 clusters
  Score: Raw -9295854.514461 + Penalty 3654.992380 = -9292199.522082
  nChanged 8
		SP:Iteration 18Q (132790.930000 sec): 3 clusters
  Score: Raw -9295858.630131 + Penalty 3654.992380 = -9292203.637752
  nChanged 8
		SP:Iteration 19Q (132791.480000 sec): 3 clusters
  Score: Raw -9295864.290662 + Penalty 3654.992380 = -9292209.298282
  nChanged 8
		SP:Iteration 20F (132792.130000 sec): 3 clusters
  Score: Raw -9295872.717850 + Penalty 3654.992380 = -9292217.725471
  nChanged 14
		SP:Iteration 21Q (132792.710000 sec): 3 clusters
  Score: Raw -9295882.580559 + Penalty 3654.992380 = -9292227.588180
  nChanged 7
		SP:Iteration 22Q (132793.320000 sec): 3 clusters
  Score: Raw -9295887.771456 + Penalty 3654.992380 = -9292232.779076
  nChanged 9
		SP:Iteration 23Q (132793.850000 sec): 3 clusters
  Score: Raw -9295893.126852 + Penalty 3654.992380 = -9292238.134472
  nChanged 4
		SP:Iteration 24Q (132794.340000 sec): 3 clusters
  Score: Raw -9295895.518717 + Penalty 3654.992380 = -9292240.526338
  nChanged 6
		SP:Iteration 25Q (132794.840000 sec): 3 clusters
  Score: Raw -9295898.832580 + Penalty 3654.992380 = -9292243.840200
  nChanged 4
		SP:Iteration 26Q (132795.340000 sec): 3 clusters
  Score: Raw -9295900.630148 + Penalty 3654.992380 = -9292245.637768
  nChanged 4
		SP:Iteration 27Q (132795.890000 sec): 3 clusters
  Score: Raw -9295902.188388 + Penalty 3654.992380 = -9292247.196008
  nChanged 1
		SP:Iteration 28Q (132796.430000 sec): 3 clusters
  Score: Raw -9295903.517038 + Penalty 3654.992380 = -9292248.524659
  nChanged 3
		SP:Iteration 29Q (132796.970000 sec): 3 clusters
  Score: Raw -9295906.250731 + Penalty 3654.992380 = -9292251.258351
  nChanged 4
		SP:Iteration 30Q (132797.540000 sec): 3 clusters
  Score: Raw -9295908.751283 + Penalty 3654.992380 = -9292253.758904
  nChanged 7
		SP:Iteration 31Q (132798.090000 sec): 3 clusters
  Score: Raw -9295912.399206 + Penalty 3654.992380 = -9292257.406826
  nChanged 7
		SP:Iteration 32Q (132798.630000 sec): 3 clusters
  Score: Raw -9295917.229467 + Penalty 3654.992380 = -9292262.237087
  nChanged 4
		SP:Iteration 33Q (132799.230000 sec): 3 clusters
  Score: Raw -9295921.214216 + Penalty 3654.992380 = -9292266.221836
  nChanged 6
		SP:Iteration 34Q (132799.830000 sec): 3 clusters
  Score: Raw -9295924.842213 + Penalty 3654.992380 = -9292269.849833
  nChanged 4
		SP:Iteration 35Q (132800.490000 sec): 3 clusters
  Score: Raw -9295927.296947 + Penalty 3654.992380 = -9292272.304568
  nChanged 1
		SP:Iteration 36Q (132801.060000 sec): 3 clusters
  Score: Raw -9295927.935260 + Penalty 3654.992380 = -9292272.942880
  nChanged 1
		SP:Iteration 37Q (132801.670000 sec): 3 clusters
  Score: Raw -9295928.648857 + Penalty 3654.992380 = -9292273.656477
  nChanged 1
		SP:Iteration 38Q (132802.260000 sec): 3 clusters
  Score: Raw -9295929.785109 + Penalty 3654.992380 = -9292274.792730
  nChanged 0
		SP:Iteration 39F (132803.080000 sec): 3 clusters
  Score: Raw -9295929.785109 + Penalty 3654.992380 = -9292274.792730
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132803.160000 sec): 2 clusters
  Score: Raw -456732.295477 + Penalty 1356.367879 = -455375.927598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132803.330000 sec): 3 clusters
  Score: Raw -454602.089034 + Penalty 2712.735757 = -451889.353276
  nChanged 1730
		SP:Iteration 1F (132803.510000 sec): 3 clusters
  Score: Raw -455712.161944 + Penalty 2712.735757 = -452999.426187
  nChanged 369
		SP:Iteration 2F (132803.680000 sec): 3 clusters
  Score: Raw -455973.567834 + Penalty 2712.735757 = -453260.832077
  nChanged 295
		SP:Iteration 3F (132803.860000 sec): 3 clusters
  Score: Raw -456178.379234 + Penalty 2712.735757 = -453465.643476
  nChanged 220
		SP:Iteration 4F (132804.040000 sec): 3 clusters
  Score: Raw -456329.434691 + Penalty 2712.735757 = -453616.698933
  nChanged 168
		SP:Iteration 5Q (132804.210000 sec): 3 clusters
  Score: Raw -456436.809132 + Penalty 2712.735757 = -453724.073375
  nChanged 168
		SP:Iteration 6Q (132804.380000 sec): 3 clusters
  Score: Raw -456538.298740 + Penalty 2712.735757 = -453825.562983
  nChanged 129
		SP:Iteration 7Q (132804.560000 sec): 3 clusters
  Score: Raw -456616.828247 + Penalty 2712.735757 = -453904.092490
  nChanged 126
		SP:Iteration 8Q (132804.740000 sec): 3 clusters
  Score: Raw -456693.903822 + Penalty 2712.735757 = -453981.168064
  nChanged 131
		SP:Iteration 9Q (132804.910000 sec): 3 clusters
  Score: Raw -456773.448651 + Penalty 2712.735757 = -454060.712894
  nChanged 108
		SP:Iteration 10Q (132805.090000 sec): 3 clusters
  Score: Raw -456832.093798 + Penalty 2712.735757 = -454119.358041
  nChanged 102
		SP:Iteration 11Q (132805.260000 sec): 3 clusters
  Score: Raw -456884.875529 + Penalty 2712.735757 = -454172.139772
  nChanged 89
		SP:Iteration 12Q (132805.460000 sec): 3 clusters
  Score: Raw -456943.326764 + Penalty 2712.735757 = -454230.591007
  nChanged 110
		SP:Iteration 13Q (132805.660000 sec): 3 clusters
  Score: Raw -457014.682807 + Penalty 2712.735757 = -454301.947049
  nChanged 99
		SP:Iteration 14Q (132805.840000 sec): 3 clusters
  Score: Raw -457079.369770 + Penalty 2712.735757 = -454366.634013
  nChanged 82
		SP:Iteration 15Q (132806.010000 sec): 3 clusters
  Score: Raw -457131.399075 + Penalty 2712.735757 = -454418.663318
  nChanged 75
		SP:Iteration 16Q (132806.190000 sec): 3 clusters
  Score: Raw -457169.305767 + Penalty 2712.735757 = -454456.570010
  nChanged 58
		SP:Iteration 17Q (132806.360000 sec): 3 clusters
  Score: Raw -457197.228729 + Penalty 2712.735757 = -454484.492971
  nChanged 41
		SP:Iteration 18Q (132806.540000 sec): 3 clusters
  Score: Raw -457214.509705 + Penalty 2712.735757 = -454501.773948
  nChanged 39
		SP:Iteration 19Q (132806.720000 sec): 3 clusters
  Score: Raw -457227.678207 + Penalty 2712.735757 = -454514.942450
  nChanged 29
		SP:Iteration 20F (132806.890000 sec): 3 clusters
  Score: Raw -457239.834690 + Penalty 2712.735757 = -454527.098933
  nChanged 29
		SP:Iteration 21Q (132807.070000 sec): 3 clusters
  Score: Raw -457251.283661 + Penalty 2712.735757 = -454538.547904
  nChanged 21
		SP:Iteration 22Q (132807.240000 sec): 3 clusters
  Score: Raw -457259.456679 + Penalty 2712.735757 = -454546.720922
  nChanged 20
		SP:Iteration 23Q (132807.420000 sec): 3 clusters
  Score: Raw -457265.740730 + Penalty 2712.735757 = -454553.004973
  nChanged 8
		SP:Iteration 24Q (132807.620000 sec): 3 clusters
  Score: Raw -457270.934107 + Penalty 2712.735757 = -454558.198349
  nChanged 7
		SP:Iteration 25Q (132807.770000 sec): 3 clusters
  Score: Raw -457273.459076 + Penalty 2712.735757 = -454560.723318
  nChanged 12
		SP:Iteration 26Q (132807.950000 sec): 3 clusters
  Score: Raw -457277.129322 + Penalty 2712.735757 = -454564.393565
  nChanged 12
		SP:Iteration 27Q (132808.120000 sec): 3 clusters
  Score: Raw -457281.495953 + Penalty 2712.735757 = -454568.760196
  nChanged 12
		SP:Iteration 28Q (132808.300000 sec): 3 clusters
  Score: Raw -457284.563183 + Penalty 2712.735757 = -454571.827426
  nChanged 6
		SP:Iteration 29Q (132808.480000 sec): 3 clusters
  Score: Raw -457286.645123 + Penalty 2712.735757 = -454573.909365
  nChanged 10
		SP:Iteration 30Q (132808.650000 sec): 3 clusters
  Score: Raw -457290.030823 + Penalty 2712.735757 = -454577.295065
  nChanged 7
		SP:Iteration 31Q (132808.830000 sec): 3 clusters
  Score: Raw -457291.214573 + Penalty 2712.735757 = -454578.478816
  nChanged 5
		SP:Iteration 32Q (132809.000000 sec): 3 clusters
  Score: Raw -457292.523337 + Penalty 2712.735757 = -454579.787579
  nChanged 4
		SP:Iteration 33Q (132809.180000 sec): 3 clusters
  Score: Raw -457293.328713 + Penalty 2712.735757 = -454580.592956
  nChanged 1
		SP:Iteration 34Q (132809.350000 sec): 3 clusters
  Score: Raw -457293.408901 + Penalty 2712.735757 = -454580.673144
  nChanged 1
		SP:Iteration 35Q (132809.530000 sec): 3 clusters
  Score: Raw -457293.535844 + Penalty 2712.735757 = -454580.800087
  nChanged 0
		SP:Iteration 36F (132809.710000 sec): 3 clusters
  Score: Raw -457293.535844 + Penalty 2712.735757 = -454580.800087
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132809.800000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132809.980000 sec): 3 clusters
  Score: Raw -54591.697269 + Penalty 1998.252196 = -52593.445073
  nChanged 101
		SP:Iteration 1F (132810.150000 sec): 3 clusters
  Score: Raw -54728.234861 + Penalty 1998.252196 = -52729.982665
  nChanged 26
		SP:Iteration 2F (132810.330000 sec): 3 clusters
  Score: Raw -54767.295293 + Penalty 1998.252196 = -52769.043097
  nChanged 10
		SP:Iteration 3Q (132810.500000 sec): 3 clusters
  Score: Raw -54786.770908 + Penalty 1998.252196 = -52788.518712
  nChanged 15
		SP:Iteration 4Q (132810.680000 sec): 3 clusters
  Score: Raw -54820.841319 + Penalty 1998.252196 = -52822.589123
  nChanged 8
		SP:Iteration 5Q (132810.860000 sec): 3 clusters
  Score: Raw -54831.796184 + Penalty 1998.252196 = -52833.543987
  nChanged 7
		SP:Iteration 6Q (132811.030000 sec): 3 clusters
  Score: Raw -54842.438996 + Penalty 1998.252196 = -52844.186800
  nChanged 4
		SP:Iteration 7Q (132811.210000 sec): 3 clusters
  Score: Raw -54849.352813 + Penalty 1998.252196 = -52851.100617
  nChanged 2
		SP:Iteration 8Q (132811.380000 sec): 3 clusters
  Score: Raw -54850.713316 + Penalty 1998.252196 = -52852.461120
  nChanged 2
		SP:Iteration 9Q (132811.560000 sec): 3 clusters
  Score: Raw -54852.078941 + Penalty 1998.252196 = -52853.826745
  nChanged 1
		SP:Iteration 10Q (132811.740000 sec): 3 clusters
  Score: Raw -54853.749417 + Penalty 1998.252196 = -52855.497221
  nChanged 0
		SP:Iteration 11F (132811.910000 sec): 3 clusters
  Score: Raw -54853.749417 + Penalty 1998.252196 = -52855.497221
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132811.980000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132812.160000 sec): 3 clusters
  Score: Raw -65206.410448 + Penalty 2059.468363 = -63146.942085
  nChanged 135
		SP:Iteration 1F (132812.340000 sec): 3 clusters
  Score: Raw -65377.592307 + Penalty 2059.468363 = -63318.123945
  nChanged 28
		SP:Iteration 2Q (132812.510000 sec): 3 clusters
  Score: Raw -65426.867266 + Penalty 2059.468363 = -63367.398904
  nChanged 18
		SP:Iteration 3Q (132812.690000 sec): 3 clusters
  Score: Raw -65453.186241 + Penalty 2059.468363 = -63393.717879
  nChanged 8
		SP:Iteration 4Q (132812.860000 sec): 3 clusters
  Score: Raw -65465.537122 + Penalty 2059.468363 = -63406.068760
  nChanged 6
		SP:Iteration 5Q (132813.040000 sec): 3 clusters
  Score: Raw -65473.871713 + Penalty 2059.468363 = -63414.403350
  nChanged 4
		SP:Iteration 6Q (132813.220000 sec): 3 clusters
  Score: Raw -65479.660278 + Penalty 2059.468363 = -63420.191915
  nChanged 1
		SP:Iteration 7Q (132813.390000 sec): 3 clusters
  Score: Raw -65480.395153 + Penalty 2059.468363 = -63420.926791
  nChanged 0
		SP:Iteration 8F (132813.570000 sec): 3 clusters
  Score: Raw -65480.395153 + Penalty 2059.468363 = -63420.926791
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132813.670000 sec): 2 clusters
  Score: Raw -623331.897075 + Penalty 1392.775071 = -621939.122004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132813.880000 sec): 3 clusters
  Score: Raw -620594.682676 + Penalty 2785.550142 = -617809.132534
  nChanged 2145
		SP:Iteration 1F (132814.060000 sec): 3 clusters
  Score: Raw -621991.403798 + Penalty 2785.550142 = -619205.853656
  nChanged 487
		SP:Iteration 2F (132814.230000 sec): 3 clusters
  Score: Raw -622441.737526 + Penalty 2785.550142 = -619656.187384
  nChanged 429
		SP:Iteration 3F (132814.400000 sec): 3 clusters
  Score: Raw -622842.353489 + Penalty 2785.550142 = -620056.803347
  nChanged 370
		SP:Iteration 4F (132814.580000 sec): 3 clusters
  Score: Raw -623169.129990 + Penalty 2785.550142 = -620383.579848
  nChanged 302
		SP:Iteration 5F (132814.750000 sec): 3 clusters
  Score: Raw -623406.760311 + Penalty 2785.550142 = -620621.210169
  nChanged 235
		SP:Iteration 6Q (132814.920000 sec): 3 clusters
  Score: Raw -623583.162315 + Penalty 2785.550142 = -620797.612173
  nChanged 187
		SP:Iteration 7Q (132815.090000 sec): 3 clusters
  Score: Raw -623727.637349 + Penalty 2785.550142 = -620942.087207
  nChanged 131
		SP:Iteration 8Q (132815.270000 sec): 3 clusters
  Score: Raw -623827.341350 + Penalty 2785.550142 = -621041.791208
  nChanged 97
		SP:Iteration 9Q (132815.440000 sec): 3 clusters
  Score: Raw -623902.052478 + Penalty 2785.550142 = -621116.502336
  nChanged 72
		SP:Iteration 10Q (132815.620000 sec): 3 clusters
  Score: Raw -623961.517869 + Penalty 2785.550142 = -621175.967727
  nChanged 63
		SP:Iteration 11Q (132815.790000 sec): 3 clusters
  Score: Raw -624025.910278 + Penalty 2785.550142 = -621240.360136
  nChanged 53
		SP:Iteration 12Q (132815.960000 sec): 3 clusters
  Score: Raw -624077.960030 + Penalty 2785.550142 = -621292.409888
  nChanged 39
		SP:Iteration 13Q (132816.140000 sec): 3 clusters
  Score: Raw -624131.634991 + Penalty 2785.550142 = -621346.084849
  nChanged 47
		SP:Iteration 14Q (132816.310000 sec): 3 clusters
  Score: Raw -624203.446067 + Penalty 2785.550142 = -621417.895925
  nChanged 38
		SP:Iteration 15Q (132816.520000 sec): 3 clusters
  Score: Raw -624243.689633 + Penalty 2785.550142 = -621458.139491
  nChanged 22
		SP:Iteration 16Q (132816.700000 sec): 3 clusters
  Score: Raw -624258.307978 + Penalty 2785.550142 = -621472.757836
  nChanged 11
		SP:Iteration 17Q (132816.840000 sec): 3 clusters
  Score: Raw -624264.282406 + Penalty 2785.550142 = -621478.732264
  nChanged 7
		SP:Iteration 18Q (132817.020000 sec): 3 clusters
  Score: Raw -624268.358625 + Penalty 2785.550142 = -621482.808483
  nChanged 6
		SP:Iteration 19Q (132817.190000 sec): 3 clusters
  Score: Raw -624271.288635 + Penalty 2785.550142 = -621485.738493
  nChanged 1
		SP:Iteration 20F (132817.360000 sec): 3 clusters
  Score: Raw -624271.845345 + Penalty 2785.550142 = -621486.295204
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 66 (7764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132817.490000 sec): 2 clusters
  Score: Raw -1011411.703667 + Penalty 1455.553603 = -1009956.150064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132817.690000 sec): 3 clusters
  Score: Raw -1007064.281750 + Penalty 2911.107207 = -1004153.174543
  nChanged 3271
		SP:Iteration 1F (132817.890000 sec): 3 clusters
  Score: Raw -1008750.684206 + Penalty 2911.107207 = -1005839.576999
  nChanged 479
		SP:Iteration 2F (132818.090000 sec): 3 clusters
  Score: Raw -1008975.326638 + Penalty 2911.107207 = -1006064.219431
  nChanged 411
		SP:Iteration 3F (132818.280000 sec): 3 clusters
  Score: Raw -1009156.560506 + Penalty 2911.107207 = -1006245.453299
  nChanged 341
		SP:Iteration 4Q (132818.480000 sec): 3 clusters
  Score: Raw -1009305.248166 + Penalty 2911.107207 = -1006394.140959
  nChanged 302
		SP:Iteration 5Q (132818.680000 sec): 3 clusters
  Score: Raw -1009436.005098 + Penalty 2911.107207 = -1006524.897891
  nChanged 286
		SP:Iteration 6Q (132818.880000 sec): 3 clusters
  Score: Raw -1009572.144645 + Penalty 2911.107207 = -1006661.037438
  nChanged 287
		SP:Iteration 7Q (132819.070000 sec): 3 clusters
  Score: Raw -1009726.256021 + Penalty 2911.107207 = -1006815.148814
  nChanged 323
		SP:Iteration 8Q (132819.270000 sec): 3 clusters
  Score: Raw -1009915.487761 + Penalty 2911.107207 = -1007004.380554
  nChanged 346
		SP:Iteration 9Q (132819.470000 sec): 3 clusters
  Score: Raw -1010149.339063 + Penalty 2911.107207 = -1007238.231856
  nChanged 377
		SP:Iteration 10Q (132819.660000 sec): 3 clusters
  Score: Raw -1010430.198715 + Penalty 2911.107207 = -1007519.091508
  nChanged 355
		SP:Iteration 11Q (132819.860000 sec): 3 clusters
  Score: Raw -1010718.988831 + Penalty 2911.107207 = -1007807.881624
  nChanged 308
		SP:Iteration 12Q (132820.060000 sec): 3 clusters
  Score: Raw -1010991.174584 + Penalty 2911.107207 = -1008080.067377
  nChanged 224
		SP:Iteration 13Q (132820.260000 sec): 3 clusters
  Score: Raw -1011201.056180 + Penalty 2911.107207 = -1008289.948973
  nChanged 134
		SP:Iteration 14Q (132820.460000 sec): 3 clusters
  Score: Raw -1011340.953794 + Penalty 2911.107207 = -1008429.846587
  nChanged 71
		SP:Iteration 15Q (132820.650000 sec): 3 clusters
  Score: Raw -1011420.899430 + Penalty 2911.107207 = -1008509.792223
  nChanged 38
		SP:Iteration 16Q (132820.850000 sec): 3 clusters
  Score: Raw -1011463.240664 + Penalty 2911.107207 = -1008552.133458
  nChanged 24
		SP:Iteration 17Q (132821.040000 sec): 3 clusters
  Score: Raw -1011490.906743 + Penalty 2911.107207 = -1008579.799536
  nChanged 20
		SP:Iteration 18Q (132821.240000 sec): 3 clusters
  Score: Raw -1011516.876736 + Penalty 2911.107207 = -1008605.769529
  nChanged 14
		SP:Iteration 19Q (132821.440000 sec): 3 clusters
  Score: Raw -1011534.695205 + Penalty 2911.107207 = -1008623.587998
  nChanged 13
		SP:Iteration 20F (132821.640000 sec): 3 clusters
  Score: Raw -1011551.201743 + Penalty 2911.107207 = -1008640.094536
  nChanged 10
		SP:Iteration 21Q (132821.840000 sec): 3 clusters
  Score: Raw -1011563.378857 + Penalty 2911.107207 = -1008652.271650
  nChanged 9
		SP:Iteration 22Q (132822.030000 sec): 3 clusters
  Score: Raw -1011574.909212 + Penalty 2911.107207 = -1008663.802006
  nChanged 6
		SP:Iteration 23Q (132822.230000 sec): 3 clusters
  Score: Raw -1011581.218800 + Penalty 2911.107207 = -1008670.111594
  nChanged 2
		SP:Iteration 24Q (132822.420000 sec): 3 clusters
  Score: Raw -1011584.908874 + Penalty 2911.107207 = -1008673.801667
  nChanged 4
		SP:Iteration 25Q (132822.620000 sec): 3 clusters
  Score: Raw -1011592.111704 + Penalty 2911.107207 = -1008681.004497
  nChanged 4
		SP:Iteration 26Q (132822.820000 sec): 3 clusters
  Score: Raw -1011595.992987 + Penalty 2911.107207 = -1008684.885780
  nChanged 4
		SP:Iteration 27Q (132823.020000 sec): 3 clusters
  Score: Raw -1011602.717562 + Penalty 2911.107207 = -1008691.610355
  nChanged 3
		SP:Iteration 28Q (132823.210000 sec): 3 clusters
  Score: Raw -1011607.297588 + Penalty 2911.107207 = -1008696.190381
  nChanged 1
		SP:Iteration 29Q (132823.410000 sec): 3 clusters
  Score: Raw -1011608.636498 + Penalty 2911.107207 = -1008697.529292
  nChanged 2
		SP:Iteration 30Q (132823.600000 sec): 3 clusters
  Score: Raw -1011612.462964 + Penalty 2911.107207 = -1008701.355757
  nChanged 1
		SP:Iteration 31Q (132823.790000 sec): 3 clusters
  Score: Raw -1011612.900182 + Penalty 2911.107207 = -1008701.792975
  nChanged 1
		SP:Iteration 32Q (132823.970000 sec): 3 clusters
  Score: Raw -1011613.513770 + Penalty 2911.107207 = -1008702.406563
  nChanged 0
		SP:Iteration 33F (132824.150000 sec): 3 clusters
  Score: Raw -1011613.513770 + Penalty 2911.107207 = -1008702.406563
  nChanged 0
Iteration 459Q (133031.710000 sec): 67 clusters
  Score: Raw -223664174.545691 + Penalty 155142.624087 = -223509031.921604
  nChanged 540
Iteration 460F (133318.650000 sec): 67 clusters
  Score: Raw -223664189.447305 + Penalty 155142.624087 = -223509046.823218
  nChanged 462
Iteration 461Q (133522.660000 sec): 67 clusters
  Score: Raw -223664202.877135 + Penalty 155142.624087 = -223509060.253048
  nChanged 470
Iteration 462Q (133727.320000 sec): 67 clusters
  Score: Raw -223664218.225901 + Penalty 155142.624087 = -223509075.601813
  nChanged 475
Iteration 463Q (133938.290000 sec): 67 clusters
  Score: Raw -223664232.468241 + Penalty 155142.624087 = -223509089.844154
  nChanged 431
Iteration 464Q (134190.570000 sec): 67 clusters
  Score: Raw -223664245.358304 + Penalty 155142.624087 = -223509102.734217
  nChanged 388
Iteration 465Q (134442.790000 sec): 67 clusters
  Score: Raw -223664255.993465 + Penalty 155142.624087 = -223509113.369377
  nChanged 356
Iteration 466Q (134630.610000 sec): 67 clusters
  Score: Raw -223664265.872439 + Penalty 155142.624087 = -223509123.248351
  nChanged 325
Iteration 467Q (134833.350000 sec): 67 clusters
  Score: Raw -223664273.584374 + Penalty 155142.624087 = -223509130.960287
  nChanged 275
Iteration 468Q (135073.920000 sec): 67 clusters
  Score: Raw -223664279.969707 + Penalty 155142.624087 = -223509137.345619
  nChanged 273
Iteration 469Q (135317.580000 sec): 67 clusters
  Score: Raw -223664286.775578 + Penalty 155142.624087 = -223509144.151491
  nChanged 256
Iteration 470Q (135549.290000 sec): 67 clusters
  Score: Raw -223664293.662552 + Penalty 155142.624087 = -223509151.038465
  nChanged 242
Iteration 471Q (135748.960000 sec): 67 clusters
  Score: Raw -223664300.038232 + Penalty 155142.624087 = -223509157.414144
  nChanged 247
Iteration 472Q (135932.830000 sec): 67 clusters
  Score: Raw -223664306.402808 + Penalty 155142.624087 = -223509163.778721
  nChanged 244
Iteration 473Q (136130.470000 sec): 67 clusters
  Score: Raw -223664313.486939 + Penalty 155142.624087 = -223509170.862851
  nChanged 253
Iteration 474Q (136327.350000 sec): 67 clusters
  Score: Raw -223664320.880623 + Penalty 155142.624087 = -223509178.256536
  nChanged 242
Iteration 475Q (136534.770000 sec): 67 clusters
  Score: Raw -223664327.747595 + Penalty 155142.624087 = -223509185.123508
  nChanged 217
Iteration 476Q (136726.500000 sec): 67 clusters
  Score: Raw -223664333.474120 + Penalty 155142.624087 = -223509190.850033
  nChanged 214
Iteration 477Q (136914.910000 sec): 67 clusters
  Score: Raw -223664340.261428 + Penalty 155142.624087 = -223509197.637340
  nChanged 213
Iteration 478Q (137117.590000 sec): 67 clusters
  Score: Raw -223664345.968162 + Penalty 155142.624087 = -223509203.344074
  nChanged 181
Iteration 479Q (137324.460000 sec): 67 clusters
  Score: Raw -223664351.205664 + Penalty 155142.624087 = -223509208.581577
  nChanged 185
Iteration 480F (137610.390000 sec): 67 clusters
  Score: Raw -223664355.909473 + Penalty 155142.624087 = -223509213.285386
  nChanged 136
Iteration 481Q (137812.280000 sec): 67 clusters
  Score: Raw -223664359.373766 + Penalty 155142.624087 = -223509216.749679
  nChanged 133
Iteration 482Q (138010.850000 sec): 67 clusters
  Score: Raw -223664363.119872 + Penalty 155142.624087 = -223509220.495785
  nChanged 137
Iteration 483Q (138209.290000 sec): 67 clusters
  Score: Raw -223664366.665531 + Penalty 155142.624087 = -223509224.041444
  nChanged 140
Iteration 484Q (138411.110000 sec): 67 clusters
  Score: Raw -223664370.239567 + Penalty 155142.624087 = -223509227.615480
  nChanged 140
Iteration 485Q (138612.510000 sec): 67 clusters
  Score: Raw -223664373.342754 + Penalty 155142.624087 = -223509230.718667
  nChanged 130
Iteration 486Q (138810.740000 sec): 67 clusters
  Score: Raw -223664376.145755 + Penalty 155142.624087 = -223509233.521668
  nChanged 116
Iteration 487Q (139009.930000 sec): 67 clusters
  Score: Raw -223664379.315472 + Penalty 155142.624087 = -223509236.691384
  nChanged 116
Iteration 488Q (139218.940000 sec): 67 clusters
  Score: Raw -223664381.868112 + Penalty 155142.624087 = -223509239.244025
  nChanged 118
Iteration 489Q (139429.160000 sec): 67 clusters
  Score: Raw -223664384.564101 + Penalty 155142.624087 = -223509241.940014
  nChanged 108
Iteration 490Q (139631.870000 sec): 67 clusters
  Score: Raw -223664386.325329 + Penalty 155142.624087 = -223509243.701242
  nChanged 105
Iteration 491Q (139835.280000 sec): 67 clusters
  Score: Raw -223664388.555281 + Penalty 155142.624087 = -223509245.931194
  nChanged 112
Iteration 492Q (140009.720000 sec): 67 clusters
  Score: Raw -223664391.195329 + Penalty 155142.624087 = -223509248.571242
  nChanged 100
Iteration 493Q (140211.910000 sec): 67 clusters
  Score: Raw -223664393.985821 + Penalty 155142.624087 = -223509251.361734
  nChanged 102
Iteration 494Q (140418.030000 sec): 67 clusters
  Score: Raw -223664396.641987 + Penalty 155142.624087 = -223509254.017900
  nChanged 90
Iteration 495Q (140596.000000 sec): 67 clusters
  Score: Raw -223664399.225713 + Penalty 155142.624087 = -223509256.601626
  nChanged 100
Iteration 496Q (140803.340000 sec): 67 clusters
  Score: Raw -223664401.666097 + Penalty 155142.624087 = -223509259.042010
  nChanged 98
Iteration 497Q (141034.810000 sec): 67 clusters
  Score: Raw -223664404.036194 + Penalty 155142.624087 = -223509261.412106
  nChanged 99
Iteration 498Q (141288.260000 sec): 67 clusters
  Score: Raw -223664405.904643 + Penalty 155142.624087 = -223509263.280556
  nChanged 91
Writing temp clu file 
Because OldScore, -223509261.412106, is greater than current (better) Score,-223509263.280556 
 Compute initial score before splitting:   Score: Raw -223664405.904643 + Penalty 155142.624087 = -223509263.280556
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (355605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141290.530000 sec): 2 clusters
  Score: Raw -42471796.048254 + Penalty 2077.006075 = -42469719.042180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141293.410000 sec): 3 clusters
  Score: Raw -42234189.658488 + Penalty 4154.012149 = -42230035.646339
  nChanged 173367
		SP:Iteration 1F (141296.310000 sec): 3 clusters
  Score: Raw -42338419.863228 + Penalty 4154.012149 = -42334265.851079
  nChanged 11109
		SP:Iteration 2Q (141299.290000 sec): 3 clusters
  Score: Raw -42341685.748138 + Penalty 4154.012149 = -42337531.735989
  nChanged 13812
		SP:Iteration 3Q (141302.270000 sec): 3 clusters
  Score: Raw -42347244.148983 + Penalty 4154.012149 = -42343090.136834
  nChanged 18671
		SP:Iteration 4F (141305.150000 sec): 3 clusters
  Score: Raw -42357538.306319 + Penalty 4154.012149 = -42353384.294170
  nChanged 24744
		SP:Iteration 5F (141308.060000 sec): 3 clusters
  Score: Raw -42375224.542751 + Penalty 4154.012149 = -42371070.530602
  nChanged 29500
		SP:Iteration 6F (141310.950000 sec): 3 clusters
  Score: Raw -42400403.550704 + Penalty 4154.012149 = -42396249.538555
  nChanged 29381
		SP:Iteration 7F (141313.790000 sec): 3 clusters
  Score: Raw -42428078.082661 + Penalty 4154.012149 = -42423924.070512
  nChanged 22927
		SP:Iteration 8F (141316.380000 sec): 3 clusters
  Score: Raw -42450161.461201 + Penalty 4154.012149 = -42446007.449052
  nChanged 13628
		SP:Iteration 9Q (141318.660000 sec): 3 clusters
  Score: Raw -42462923.488017 + Penalty 4154.012149 = -42458769.475868
  nChanged 6461
		SP:Iteration 10Q (141320.630000 sec): 3 clusters
  Score: Raw -42468602.604106 + Penalty 4154.012149 = -42464448.591957
  nChanged 2583
		SP:Iteration 11Q (141322.390000 sec): 3 clusters
  Score: Raw -42470686.124074 + Penalty 4154.012149 = -42466532.111925
  nChanged 1072
		SP:Iteration 12Q (141324.220000 sec): 3 clusters
  Score: Raw -42471465.978277 + Penalty 4154.012149 = -42467311.966128
  nChanged 494
		SP:Iteration 13Q (141326.060000 sec): 3 clusters
  Score: Raw -42471801.145962 + Penalty 4154.012149 = -42467647.133813
  nChanged 264
		SP:Iteration 14Q (141327.980000 sec): 3 clusters
  Score: Raw -42471965.826684 + Penalty 4154.012149 = -42467811.814535
  nChanged 176
		SP:Iteration 15Q (141329.800000 sec): 3 clusters
  Score: Raw -42472060.171135 + Penalty 4154.012149 = -42467906.158986
  nChanged 112
		SP:Iteration 16Q (141331.710000 sec): 3 clusters
  Score: Raw -42472118.737442 + Penalty 4154.012149 = -42467964.725293
  nChanged 79
		SP:Iteration 17Q (141333.680000 sec): 3 clusters
  Score: Raw -42472165.016846 + Penalty 4154.012149 = -42468011.004697
  nChanged 62
		SP:Iteration 18Q (141335.660000 sec): 3 clusters
  Score: Raw -42472196.955097 + Penalty 4154.012149 = -42468042.942948
  nChanged 38
		SP:Iteration 19Q (141337.770000 sec): 3 clusters
  Score: Raw -42472215.752279 + Penalty 4154.012149 = -42468061.740130
  nChanged 40
		SP:Iteration 20F (141340.020000 sec): 3 clusters
  Score: Raw -42472235.489296 + Penalty 4154.012149 = -42468081.477147
  nChanged 42
		SP:Iteration 21Q (141342.030000 sec): 3 clusters
  Score: Raw -42472256.375521 + Penalty 4154.012149 = -42468102.363372
  nChanged 36
		SP:Iteration 22Q (141344.100000 sec): 3 clusters
  Score: Raw -42472275.277931 + Penalty 4154.012149 = -42468121.265782
  nChanged 31
		SP:Iteration 23Q (141346.060000 sec): 3 clusters
  Score: Raw -42472292.007239 + Penalty 4154.012149 = -42468137.995090
  nChanged 24
		SP:Iteration 24Q (141348.060000 sec): 3 clusters
  Score: Raw -42472303.710146 + Penalty 4154.012149 = -42468149.697997
  nChanged 24
		SP:Iteration 25Q (141349.930000 sec): 3 clusters
  Score: Raw -42472313.901833 + Penalty 4154.012149 = -42468159.889684
  nChanged 16
		SP:Iteration 26Q (141351.980000 sec): 3 clusters
  Score: Raw -42472321.381351 + Penalty 4154.012149 = -42468167.369202
  nChanged 12
		SP:Iteration 27Q (141353.910000 sec): 3 clusters
  Score: Raw -42472326.338218 + Penalty 4154.012149 = -42468172.326069
  nChanged 14
		SP:Iteration 28Q (141355.740000 sec): 3 clusters
  Score: Raw -42472331.620803 + Penalty 4154.012149 = -42468177.608654
  nChanged 13
		SP:Iteration 29Q (141357.710000 sec): 3 clusters
  Score: Raw -42472335.670444 + Penalty 4154.012149 = -42468181.658294
  nChanged 5
		SP:Iteration 30Q (141359.710000 sec): 3 clusters
  Score: Raw -42472337.130185 + Penalty 4154.012149 = -42468183.118036
  nChanged 4
		SP:Iteration 31Q (141361.900000 sec): 3 clusters
  Score: Raw -42472338.364659 + Penalty 4154.012149 = -42468184.352510
  nChanged 6
		SP:Iteration 32Q (141364.030000 sec): 3 clusters
  Score: Raw -42472341.175347 + Penalty 4154.012149 = -42468187.163198
  nChanged 5
		SP:Iteration 33Q (141366.260000 sec): 3 clusters
  Score: Raw -42472342.349850 + Penalty 4154.012149 = -42468188.337701
  nChanged 4
		SP:Iteration 34Q (141368.480000 sec): 3 clusters
  Score: Raw -42472344.259042 + Penalty 4154.012149 = -42468190.246893
  nChanged 5
		SP:Iteration 35Q (141370.430000 sec): 3 clusters
  Score: Raw -42472345.750734 + Penalty 4154.012149 = -42468191.738585
  nChanged 4
		SP:Iteration 36Q (141372.460000 sec): 3 clusters
  Score: Raw -42472347.061714 + Penalty 4154.012149 = -42468193.049565
  nChanged 3
		SP:Iteration 37Q (141374.580000 sec): 3 clusters
  Score: Raw -42472347.705189 + Penalty 4154.012149 = -42468193.693040
  nChanged 4
		SP:Iteration 38Q (141376.620000 sec): 3 clusters
  Score: Raw -42472348.719676 + Penalty 4154.012149 = -42468194.707527
  nChanged 1
		SP:Iteration 39Q (141378.750000 sec): 3 clusters
  Score: Raw -42472349.002696 + Penalty 4154.012149 = -42468194.990547
  nChanged 1
		SP:Iteration 40F (141380.990000 sec): 3 clusters
  Score: Raw -42472349.517295 + Penalty 4154.012149 = -42468195.505146
  nChanged 3
		SP:Iteration 41Q (141383.210000 sec): 3 clusters
  Score: Raw -42472350.065585 + Penalty 4154.012149 = -42468196.053436
  nChanged 1
		SP:Iteration 42Q (141385.100000 sec): 3 clusters
  Score: Raw -42472350.576640 + Penalty 4154.012149 = -42468196.564491
  nChanged 2
		SP:Iteration 43Q (141387.030000 sec): 3 clusters
  Score: Raw -42472351.098355 + Penalty 4154.012149 = -42468197.086206
  nChanged 3
		SP:Iteration 44Q (141388.970000 sec): 3 clusters
  Score: Raw -42472352.207838 + Penalty 4154.012149 = -42468198.195689
  nChanged 0
		SP:Iteration 45F (141391.450000 sec): 3 clusters
  Score: Raw -42472352.207838 + Penalty 4154.012149 = -42468198.195689
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141391.650000 sec): 2 clusters
  Score: Raw -1296304.525217 + Penalty 1509.547190 = -1294794.978027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141391.890000 sec): 3 clusters
  Score: Raw -1290190.054521 + Penalty 3019.094380 = -1287170.960141
  nChanged 4674
		SP:Iteration 1F (141392.050000 sec): 3 clusters
  Score: Raw -1292732.705520 + Penalty 3019.094380 = -1289713.611140
  nChanged 681
		SP:Iteration 2F (141392.260000 sec): 3 clusters
  Score: Raw -1293072.258266 + Penalty 3019.094380 = -1290053.163886
  nChanged 579
		SP:Iteration 3F (141392.400000 sec): 3 clusters
  Score: Raw -1293362.772785 + Penalty 3019.094380 = -1290343.678405
  nChanged 600
		SP:Iteration 4F (141392.620000 sec): 3 clusters
  Score: Raw -1293681.278586 + Penalty 3019.094380 = -1290662.184205
  nChanged 565
		SP:Iteration 5F (141392.740000 sec): 3 clusters
  Score: Raw -1294021.992074 + Penalty 3019.094380 = -1291002.897694
  nChanged 602
		SP:Iteration 6F (141392.940000 sec): 3 clusters
  Score: Raw -1294423.720067 + Penalty 3019.094380 = -1291404.625687
  nChanged 580
		SP:Iteration 7F (141393.140000 sec): 3 clusters
  Score: Raw -1294840.455279 + Penalty 3019.094380 = -1291821.360899
  nChanged 529
		SP:Iteration 8Q (141393.320000 sec): 3 clusters
  Score: Raw -1295260.805386 + Penalty 3019.094380 = -1292241.711006
  nChanged 442
		SP:Iteration 9Q (141393.470000 sec): 3 clusters
  Score: Raw -1295655.201134 + Penalty 3019.094380 = -1292636.106754
  nChanged 373
		SP:Iteration 10Q (141393.640000 sec): 3 clusters
  Score: Raw -1295968.663527 + Penalty 3019.094380 = -1292949.569146
  nChanged 275
		SP:Iteration 11Q (141393.830000 sec): 3 clusters
  Score: Raw -1296168.053798 + Penalty 3019.094380 = -1293148.959418
  nChanged 217
		SP:Iteration 12Q (141394.030000 sec): 3 clusters
  Score: Raw -1296297.084646 + Penalty 3019.094380 = -1293277.990265
  nChanged 148
		SP:Iteration 13Q (141394.160000 sec): 3 clusters
  Score: Raw -1296396.122039 + Penalty 3019.094380 = -1293377.027658
  nChanged 137
		SP:Iteration 14Q (141394.390000 sec): 3 clusters
  Score: Raw -1296486.433405 + Penalty 3019.094380 = -1293467.339025
  nChanged 96
		SP:Iteration 15Q (141394.490000 sec): 3 clusters
  Score: Raw -1296541.775719 + Penalty 3019.094380 = -1293522.681338
  nChanged 85
		SP:Iteration 16Q (141394.660000 sec): 3 clusters
  Score: Raw -1296585.580831 + Penalty 3019.094380 = -1293566.486451
  nChanged 74
		SP:Iteration 17Q (141394.870000 sec): 3 clusters
  Score: Raw -1296627.252702 + Penalty 3019.094380 = -1293608.158322
  nChanged 68
		SP:Iteration 18Q (141395.040000 sec): 3 clusters
  Score: Raw -1296666.801148 + Penalty 3019.094380 = -1293647.706767
  nChanged 63
		SP:Iteration 19Q (141395.230000 sec): 3 clusters
  Score: Raw -1296701.383546 + Penalty 3019.094380 = -1293682.289166
  nChanged 57
		SP:Iteration 20F (141395.440000 sec): 3 clusters
  Score: Raw -1296736.025588 + Penalty 3019.094380 = -1293716.931208
  nChanged 54
		SP:Iteration 21Q (141395.560000 sec): 3 clusters
  Score: Raw -1296777.168881 + Penalty 3019.094380 = -1293758.074501
  nChanged 47
		SP:Iteration 22Q (141395.780000 sec): 3 clusters
  Score: Raw -1296801.075189 + Penalty 3019.094380 = -1293781.980809
  nChanged 31
		SP:Iteration 23Q (141395.940000 sec): 3 clusters
  Score: Raw -1296812.774093 + Penalty 3019.094380 = -1293793.679713
  nChanged 25
		SP:Iteration 24Q (141396.140000 sec): 3 clusters
  Score: Raw -1296819.765850 + Penalty 3019.094380 = -1293800.671470
  nChanged 13
		SP:Iteration 25Q (141396.320000 sec): 3 clusters
  Score: Raw -1296822.559611 + Penalty 3019.094380 = -1293803.465231
  nChanged 10
		SP:Iteration 26Q (141396.530000 sec): 3 clusters
  Score: Raw -1296827.091146 + Penalty 3019.094380 = -1293807.996766
  nChanged 9
		SP:Iteration 27Q (141396.740000 sec): 3 clusters
  Score: Raw -1296830.388268 + Penalty 3019.094380 = -1293811.293888
  nChanged 12
		SP:Iteration 28Q (141396.900000 sec): 3 clusters
  Score: Raw -1296835.613773 + Penalty 3019.094380 = -1293816.519392
  nChanged 17
		SP:Iteration 29Q (141397.110000 sec): 3 clusters
  Score: Raw -1296841.655198 + Penalty 3019.094380 = -1293822.560818
  nChanged 18
		SP:Iteration 30Q (141397.290000 sec): 3 clusters
  Score: Raw -1296847.245490 + Penalty 3019.094380 = -1293828.151110
  nChanged 17
		SP:Iteration 31Q (141397.490000 sec): 3 clusters
  Score: Raw -1296851.985747 + Penalty 3019.094380 = -1293832.891367
  nChanged 16
		SP:Iteration 32Q (141397.700000 sec): 3 clusters
  Score: Raw -1296856.469149 + Penalty 3019.094380 = -1293837.374768
  nChanged 17
		SP:Iteration 33Q (141397.860000 sec): 3 clusters
  Score: Raw -1296861.435680 + Penalty 3019.094380 = -1293842.341299
  nChanged 19
		SP:Iteration 34Q (141398.050000 sec): 3 clusters
  Score: Raw -1296868.209200 + Penalty 3019.094380 = -1293849.114820
  nChanged 22
		SP:Iteration 35Q (141398.180000 sec): 3 clusters
  Score: Raw -1296876.474779 + Penalty 3019.094380 = -1293857.380399
  nChanged 17
		SP:Iteration 36Q (141398.400000 sec): 3 clusters
  Score: Raw -1296881.616145 + Penalty 3019.094380 = -1293862.521765
  nChanged 11
		SP:Iteration 37Q (141398.520000 sec): 3 clusters
  Score: Raw -1296884.269691 + Penalty 3019.094380 = -1293865.175311
  nChanged 11
		SP:Iteration 38Q (141398.690000 sec): 3 clusters
  Score: Raw -1296886.883776 + Penalty 3019.094380 = -1293867.789395
  nChanged 8
		SP:Iteration 39Q (141398.900000 sec): 3 clusters
  Score: Raw -1296888.814959 + Penalty 3019.094380 = -1293869.720579
  nChanged 8
		SP:Iteration 40F (141399.070000 sec): 3 clusters
  Score: Raw -1296890.596138 + Penalty 3019.094380 = -1293871.501758
  nChanged 6
		SP:Iteration 41Q (141399.270000 sec): 3 clusters
  Score: Raw -1296891.981328 + Penalty 3019.094380 = -1293872.886948
  nChanged 3
		SP:Iteration 42Q (141399.450000 sec): 3 clusters
  Score: Raw -1296892.661184 + Penalty 3019.094380 = -1293873.566804
  nChanged 2
		SP:Iteration 43Q (141399.650000 sec): 3 clusters
  Score: Raw -1296893.106354 + Penalty 3019.094380 = -1293874.011974
  nChanged 2
		SP:Iteration 44Q (141399.820000 sec): 3 clusters
  Score: Raw -1296893.543415 + Penalty 3019.094380 = -1293874.449035
  nChanged 4
		SP:Iteration 45Q (141400.040000 sec): 3 clusters
  Score: Raw -1296894.149617 + Penalty 3019.094380 = -1293875.055236
  nChanged 4
		SP:Iteration 46Q (141400.240000 sec): 3 clusters
  Score: Raw -1296894.930129 + Penalty 3019.094380 = -1293875.835748
  nChanged 2
		SP:Iteration 47Q (141400.350000 sec): 3 clusters
  Score: Raw -1296895.400647 + Penalty 3019.094380 = -1293876.306267
  nChanged 0
		SP:Iteration 48F (141400.560000 sec): 3 clusters
  Score: Raw -1296895.400647 + Penalty 3019.094380 = -1293876.306267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141400.720000 sec): 2 clusters
  Score: Raw -929474.107622 + Penalty 1439.784996 = -928034.322626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141400.860000 sec): 3 clusters
  Score: Raw -925579.928648 + Penalty 2879.569992 = -922700.358656
  nChanged 2954
		SP:Iteration 1F (141401.050000 sec): 3 clusters
  Score: Raw -927159.625062 + Penalty 2879.569992 = -924280.055071
  nChanged 431
		SP:Iteration 2F (141401.250000 sec): 3 clusters
  Score: Raw -927362.999413 + Penalty 2879.569992 = -924483.429421
  nChanged 316
		SP:Iteration 3Q (141401.450000 sec): 3 clusters
  Score: Raw -927488.762271 + Penalty 2879.569992 = -924609.192280
  nChanged 255
		SP:Iteration 4Q (141401.600000 sec): 3 clusters
  Score: Raw -927595.590867 + Penalty 2879.569992 = -924716.020875
  nChanged 248
		SP:Iteration 5Q (141401.790000 sec): 3 clusters
  Score: Raw -927709.066848 + Penalty 2879.569992 = -924829.496857
  nChanged 271
		SP:Iteration 6Q (141401.910000 sec): 3 clusters
  Score: Raw -927848.385467 + Penalty 2879.569992 = -924968.815475
  nChanged 274
		SP:Iteration 7Q (141402.090000 sec): 3 clusters
  Score: Raw -927999.076610 + Penalty 2879.569992 = -925119.506618
  nChanged 280
		SP:Iteration 8Q (141402.220000 sec): 3 clusters
  Score: Raw -928169.965325 + Penalty 2879.569992 = -925290.395333
  nChanged 323
		SP:Iteration 9Q (141402.430000 sec): 3 clusters
  Score: Raw -928398.651509 + Penalty 2879.569992 = -925519.081518
  nChanged 331
		SP:Iteration 10Q (141402.610000 sec): 3 clusters
  Score: Raw -928640.721499 + Penalty 2879.569992 = -925761.151508
  nChanged 277
		SP:Iteration 11Q (141402.750000 sec): 3 clusters
  Score: Raw -928869.218380 + Penalty 2879.569992 = -925989.648389
  nChanged 222
		SP:Iteration 12Q (141402.960000 sec): 3 clusters
  Score: Raw -929052.034788 + Penalty 2879.569992 = -926172.464797
  nChanged 179
		SP:Iteration 13Q (141403.100000 sec): 3 clusters
  Score: Raw -929217.174770 + Penalty 2879.569992 = -926337.604779
  nChanged 146
		SP:Iteration 14Q (141403.290000 sec): 3 clusters
  Score: Raw -929355.622538 + Penalty 2879.569992 = -926476.052546
  nChanged 83
		SP:Iteration 15Q (141403.480000 sec): 3 clusters
  Score: Raw -929438.641162 + Penalty 2879.569992 = -926559.071170
  nChanged 59
		SP:Iteration 16Q (141403.620000 sec): 3 clusters
  Score: Raw -929499.414000 + Penalty 2879.569992 = -926619.844008
  nChanged 47
		SP:Iteration 17Q (141403.810000 sec): 3 clusters
  Score: Raw -929542.546342 + Penalty 2879.569992 = -926662.976351
  nChanged 28
		SP:Iteration 18Q (141403.980000 sec): 3 clusters
  Score: Raw -929567.904448 + Penalty 2879.569992 = -926688.334457
  nChanged 20
		SP:Iteration 19Q (141404.090000 sec): 3 clusters
  Score: Raw -929586.112657 + Penalty 2879.569992 = -926706.542665
  nChanged 16
		SP:Iteration 20F (141404.240000 sec): 3 clusters
  Score: Raw -929603.574004 + Penalty 2879.569992 = -926724.004012
  nChanged 12
		SP:Iteration 21Q (141404.410000 sec): 3 clusters
  Score: Raw -929615.470870 + Penalty 2879.569992 = -926735.900879
  nChanged 6
		SP:Iteration 22Q (141404.590000 sec): 3 clusters
  Score: Raw -929622.225175 + Penalty 2879.569992 = -926742.655183
  nChanged 6
		SP:Iteration 23Q (141404.740000 sec): 3 clusters
  Score: Raw -929630.029300 + Penalty 2879.569992 = -926750.459309
  nChanged 5
		SP:Iteration 24Q (141404.870000 sec): 3 clusters
  Score: Raw -929636.325057 + Penalty 2879.569992 = -926756.755066
  nChanged 3
		SP:Iteration 25Q (141405.000000 sec): 3 clusters
  Score: Raw -929638.617449 + Penalty 2879.569992 = -926759.047458
  nChanged 1
		SP:Iteration 26Q (141405.130000 sec): 3 clusters
  Score: Raw -929639.375078 + Penalty 2879.569992 = -926759.805087
  nChanged 0
		SP:Iteration 27F (141405.320000 sec): 3 clusters
  Score: Raw -929639.375078 + Penalty 2879.569992 = -926759.805087
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141405.470000 sec): 2 clusters
  Score: Raw -1067770.167713 + Penalty 1477.542598 = -1066292.625115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141405.630000 sec): 3 clusters
  Score: Raw -1062882.319398 + Penalty 2955.085197 = -1059927.234202
  nChanged 3728
		SP:Iteration 1F (141405.790000 sec): 3 clusters
  Score: Raw -1064841.603862 + Penalty 2955.085197 = -1061886.518665
  nChanged 540
		SP:Iteration 2F (141405.970000 sec): 3 clusters
  Score: Raw -1065078.414637 + Penalty 2955.085197 = -1062123.329440
  nChanged 455
		SP:Iteration 3F (141406.170000 sec): 3 clusters
  Score: Raw -1065264.590848 + Penalty 2955.085197 = -1062309.505651
  nChanged 378
		SP:Iteration 4Q (141406.320000 sec): 3 clusters
  Score: Raw -1065419.875429 + Penalty 2955.085197 = -1062464.790232
  nChanged 322
		SP:Iteration 5Q (141406.540000 sec): 3 clusters
  Score: Raw -1065553.992977 + Penalty 2955.085197 = -1062598.907780
  nChanged 336
		SP:Iteration 6Q (141406.720000 sec): 3 clusters
  Score: Raw -1065694.925252 + Penalty 2955.085197 = -1062739.840055
  nChanged 308
		SP:Iteration 7Q (141406.860000 sec): 3 clusters
  Score: Raw -1065817.352433 + Penalty 2955.085197 = -1062862.267236
  nChanged 289
		SP:Iteration 8Q (141407.030000 sec): 3 clusters
  Score: Raw -1065935.768892 + Penalty 2955.085197 = -1062980.683695
  nChanged 300
		SP:Iteration 9Q (141407.160000 sec): 3 clusters
  Score: Raw -1066060.752719 + Penalty 2955.085197 = -1063105.667522
  nChanged 285
		SP:Iteration 10Q (141407.310000 sec): 3 clusters
  Score: Raw -1066183.390282 + Penalty 2955.085197 = -1063228.305086
  nChanged 299
		SP:Iteration 11Q (141407.480000 sec): 3 clusters
  Score: Raw -1066316.675358 + Penalty 2955.085197 = -1063361.590162
  nChanged 286
		SP:Iteration 12Q (141407.680000 sec): 3 clusters
  Score: Raw -1066445.818386 + Penalty 2955.085197 = -1063490.733190
  nChanged 284
		SP:Iteration 13Q (141407.870000 sec): 3 clusters
  Score: Raw -1066553.721227 + Penalty 2955.085197 = -1063598.636030
  nChanged 223
		SP:Iteration 14Q (141408.100000 sec): 3 clusters
  Score: Raw -1066630.444147 + Penalty 2955.085197 = -1063675.358950
  nChanged 181
		SP:Iteration 15Q (141408.270000 sec): 3 clusters
  Score: Raw -1066696.636238 + Penalty 2955.085197 = -1063741.551041
  nChanged 183
		SP:Iteration 16Q (141408.430000 sec): 3 clusters
  Score: Raw -1066762.841295 + Penalty 2955.085197 = -1063807.756098
  nChanged 188
		SP:Iteration 17Q (141408.650000 sec): 3 clusters
  Score: Raw -1066829.614938 + Penalty 2955.085197 = -1063874.529742
  nChanged 169
		SP:Iteration 18Q (141408.820000 sec): 3 clusters
  Score: Raw -1066889.270456 + Penalty 2955.085197 = -1063934.185259
  nChanged 141
		SP:Iteration 19Q (141408.970000 sec): 3 clusters
  Score: Raw -1066932.611686 + Penalty 2955.085197 = -1063977.526490
  nChanged 114
		SP:Iteration 20F (141409.130000 sec): 3 clusters
  Score: Raw -1066970.911337 + Penalty 2955.085197 = -1064015.826141
  nChanged 131
		SP:Iteration 21Q (141409.320000 sec): 3 clusters
  Score: Raw -1067029.447658 + Penalty 2955.085197 = -1064074.362461
  nChanged 151
		SP:Iteration 22Q (141409.410000 sec): 3 clusters
  Score: Raw -1067103.784982 + Penalty 2955.085197 = -1064148.699785
  nChanged 167
		SP:Iteration 23Q (141409.530000 sec): 3 clusters
  Score: Raw -1067183.053093 + Penalty 2955.085197 = -1064227.967896
  nChanged 191
		SP:Iteration 24Q (141409.700000 sec): 3 clusters
  Score: Raw -1067277.264705 + Penalty 2955.085197 = -1064322.179509
  nChanged 175
		SP:Iteration 25Q (141409.870000 sec): 3 clusters
  Score: Raw -1067378.277576 + Penalty 2955.085197 = -1064423.192380
  nChanged 203
		SP:Iteration 26Q (141410.060000 sec): 3 clusters
  Score: Raw -1067493.310872 + Penalty 2955.085197 = -1064538.225676
  nChanged 186
		SP:Iteration 27Q (141410.220000 sec): 3 clusters
  Score: Raw -1067579.915745 + Penalty 2955.085197 = -1064624.830548
  nChanged 156
		SP:Iteration 28Q (141410.370000 sec): 3 clusters
  Score: Raw -1067647.128310 + Penalty 2955.085197 = -1064692.043113
  nChanged 147
		SP:Iteration 29Q (141410.550000 sec): 3 clusters
  Score: Raw -1067712.881372 + Penalty 2955.085197 = -1064757.796175
  nChanged 127
		SP:Iteration 30Q (141410.740000 sec): 3 clusters
  Score: Raw -1067770.898248 + Penalty 2955.085197 = -1064815.813051
  nChanged 115
		SP:Iteration 31Q (141410.900000 sec): 3 clusters
  Score: Raw -1067828.676326 + Penalty 2955.085197 = -1064873.591130
  nChanged 119
		SP:Iteration 32Q (141411.120000 sec): 3 clusters
  Score: Raw -1067887.743391 + Penalty 2955.085197 = -1064932.658194
  nChanged 121
		SP:Iteration 33Q (141411.270000 sec): 3 clusters
  Score: Raw -1067958.084550 + Penalty 2955.085197 = -1065002.999353
  nChanged 96
		SP:Iteration 34Q (141411.450000 sec): 3 clusters
  Score: Raw -1068010.983794 + Penalty 2955.085197 = -1065055.898597
  nChanged 86
		SP:Iteration 35Q (141411.640000 sec): 3 clusters
  Score: Raw -1068048.488150 + Penalty 2955.085197 = -1065093.402953
  nChanged 75
		SP:Iteration 36Q (141411.840000 sec): 3 clusters
  Score: Raw -1068077.834056 + Penalty 2955.085197 = -1065122.748860
  nChanged 60
		SP:Iteration 37Q (141411.960000 sec): 3 clusters
  Score: Raw -1068105.134581 + Penalty 2955.085197 = -1065150.049385
  nChanged 52
		SP:Iteration 38Q (141412.110000 sec): 3 clusters
  Score: Raw -1068124.477176 + Penalty 2955.085197 = -1065169.391979
  nChanged 45
		SP:Iteration 39Q (141412.330000 sec): 3 clusters
  Score: Raw -1068145.887370 + Penalty 2955.085197 = -1065190.802173
  nChanged 43
		SP:Iteration 40F (141412.530000 sec): 3 clusters
  Score: Raw -1068165.270325 + Penalty 2955.085197 = -1065210.185128
  nChanged 39
		SP:Iteration 41Q (141412.650000 sec): 3 clusters
  Score: Raw -1068179.893388 + Penalty 2955.085197 = -1065224.808191
  nChanged 29
		SP:Iteration 42Q (141412.850000 sec): 3 clusters
  Score: Raw -1068190.610257 + Penalty 2955.085197 = -1065235.525060
  nChanged 23
		SP:Iteration 43Q (141412.970000 sec): 3 clusters
  Score: Raw -1068198.130122 + Penalty 2955.085197 = -1065243.044925
  nChanged 20
		SP:Iteration 44Q (141413.120000 sec): 3 clusters
  Score: Raw -1068203.577749 + Penalty 2955.085197 = -1065248.492552
  nChanged 14
		SP:Iteration 45Q (141413.310000 sec): 3 clusters
  Score: Raw -1068207.309356 + Penalty 2955.085197 = -1065252.224159
  nChanged 11
		SP:Iteration 46Q (141413.470000 sec): 3 clusters
  Score: Raw -1068209.277979 + Penalty 2955.085197 = -1065254.192782
  nChanged 7
		SP:Iteration 47Q (141413.610000 sec): 3 clusters
  Score: Raw -1068210.175543 + Penalty 2955.085197 = -1065255.090346
  nChanged 4
		SP:Iteration 48Q (141413.760000 sec): 3 clusters
  Score: Raw -1068211.804809 + Penalty 2955.085197 = -1065256.719612
  nChanged 7
		SP:Iteration 49Q (141413.970000 sec): 3 clusters
  Score: Raw -1068213.456415 + Penalty 2955.085197 = -1065258.371218
  nChanged 6
		SP:Iteration 50Q (141414.170000 sec): 3 clusters
  Score: Raw -1068214.948757 + Penalty 2955.085197 = -1065259.863560
  nChanged 8
		SP:Iteration 51Q (141414.380000 sec): 3 clusters
  Score: Raw -1068217.475226 + Penalty 2955.085197 = -1065262.390030
  nChanged 13
		SP:Iteration 52Q (141414.550000 sec): 3 clusters
  Score: Raw -1068221.546723 + Penalty 2955.085197 = -1065266.461526
  nChanged 15
		SP:Iteration 53Q (141414.720000 sec): 3 clusters
  Score: Raw -1068226.319796 + Penalty 2955.085197 = -1065271.234599
  nChanged 12
		SP:Iteration 54Q (141414.920000 sec): 3 clusters
  Score: Raw -1068229.886701 + Penalty 2955.085197 = -1065274.801504
  nChanged 11
		SP:Iteration 55Q (141415.070000 sec): 3 clusters
  Score: Raw -1068232.987709 + Penalty 2955.085197 = -1065277.902512
  nChanged 14
		SP:Iteration 56Q (141415.310000 sec): 3 clusters
  Score: Raw -1068236.596472 + Penalty 2955.085197 = -1065281.511275
  nChanged 15
		SP:Iteration 57Q (141415.450000 sec): 3 clusters
  Score: Raw -1068241.931537 + Penalty 2955.085197 = -1065286.846340
  nChanged 14
		SP:Iteration 58Q (141415.650000 sec): 3 clusters
  Score: Raw -1068246.329661 + Penalty 2955.085197 = -1065291.244464
  nChanged 11
		SP:Iteration 59Q (141415.820000 sec): 3 clusters
  Score: Raw -1068250.871102 + Penalty 2955.085197 = -1065295.785906
  nChanged 9
		SP:Iteration 60F (141416.020000 sec): 3 clusters
  Score: Raw -1068253.787206 + Penalty 2955.085197 = -1065298.702010
  nChanged 8
		SP:Iteration 61Q (141416.160000 sec): 3 clusters
  Score: Raw -1068256.588317 + Penalty 2955.085197 = -1065301.503120
  nChanged 7
		SP:Iteration 62Q (141416.380000 sec): 3 clusters
  Score: Raw -1068258.939437 + Penalty 2955.085197 = -1065303.854240
  nChanged 10
		SP:Iteration 63Q (141416.580000 sec): 3 clusters
  Score: Raw -1068262.455218 + Penalty 2955.085197 = -1065307.370021
  nChanged 14
		SP:Iteration 64Q (141416.710000 sec): 3 clusters
  Score: Raw -1068268.569703 + Penalty 2955.085197 = -1065313.484506
  nChanged 10
		SP:Iteration 65Q (141416.910000 sec): 3 clusters
  Score: Raw -1068271.607168 + Penalty 2955.085197 = -1065316.521971
  nChanged 6
		SP:Iteration 66Q (141417.050000 sec): 3 clusters
  Score: Raw -1068273.478204 + Penalty 2955.085197 = -1065318.393008
  nChanged 4
		SP:Iteration 67Q (141417.250000 sec): 3 clusters
  Score: Raw -1068274.765453 + Penalty 2955.085197 = -1065319.680256
  nChanged 4
		SP:Iteration 68Q (141417.400000 sec): 3 clusters
  Score: Raw -1068275.754816 + Penalty 2955.085197 = -1065320.669620
  nChanged 1
		SP:Iteration 69Q (141417.560000 sec): 3 clusters
  Score: Raw -1068275.852999 + Penalty 2955.085197 = -1065320.767802
  nChanged 1
		SP:Iteration 70Q (141417.720000 sec): 3 clusters
  Score: Raw -1068275.956366 + Penalty 2955.085197 = -1065320.871170
  nChanged 1
		SP:Iteration 71Q (141417.900000 sec): 3 clusters
  Score: Raw -1068276.446627 + Penalty 2955.085197 = -1065321.361430
  nChanged 1
		SP:Iteration 72Q (141418.050000 sec): 3 clusters
  Score: Raw -1068276.787027 + Penalty 2955.085197 = -1065321.701830
  nChanged 1
		SP:Iteration 73Q (141418.240000 sec): 3 clusters
  Score: Raw -1068276.969863 + Penalty 2955.085197 = -1065321.884667
  nChanged 0
		SP:Iteration 74F (141418.360000 sec): 3 clusters
  Score: Raw -1068276.969863 + Penalty 2955.085197 = -1065321.884667
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141418.470000 sec): 2 clusters
  Score: Raw -264667.753516 + Penalty 1265.044511 = -263402.709005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141418.600000 sec): 3 clusters
  Score: Raw -263595.698676 + Penalty 2530.089021 = -261065.609655
  nChanged 922
		SP:Iteration 1F (141418.710000 sec): 3 clusters
  Score: Raw -264222.083321 + Penalty 2530.089021 = -261691.994300
  nChanged 202
		SP:Iteration 2F (141418.840000 sec): 3 clusters
  Score: Raw -264370.695195 + Penalty 2530.089021 = -261840.606174
  nChanged 132
		SP:Iteration 3F (141418.970000 sec): 3 clusters
  Score: Raw -264455.114514 + Penalty 2530.089021 = -261925.025493
  nChanged 89
		SP:Iteration 4Q (141419.130000 sec): 3 clusters
  Score: Raw -264510.883239 + Penalty 2530.089021 = -261980.794218
  nChanged 61
		SP:Iteration 5Q (141419.270000 sec): 3 clusters
  Score: Raw -264545.604491 + Penalty 2530.089021 = -262015.515470
  nChanged 53
		SP:Iteration 6Q (141419.390000 sec): 3 clusters
  Score: Raw -264576.864888 + Penalty 2530.089021 = -262046.775867
  nChanged 39
		SP:Iteration 7Q (141419.530000 sec): 3 clusters
  Score: Raw -264601.171333 + Penalty 2530.089021 = -262071.082312
  nChanged 39
		SP:Iteration 8Q (141419.650000 sec): 3 clusters
  Score: Raw -264625.703443 + Penalty 2530.089021 = -262095.614422
  nChanged 41
		SP:Iteration 9Q (141419.790000 sec): 3 clusters
  Score: Raw -264646.563628 + Penalty 2530.089021 = -262116.474607
  nChanged 25
		SP:Iteration 10Q (141419.920000 sec): 3 clusters
  Score: Raw -264658.643182 + Penalty 2530.089021 = -262128.554161
  nChanged 17
		SP:Iteration 11Q (141420.040000 sec): 3 clusters
  Score: Raw -264665.795420 + Penalty 2530.089021 = -262135.706399
  nChanged 12
		SP:Iteration 12Q (141420.170000 sec): 3 clusters
  Score: Raw -264670.844322 + Penalty 2530.089021 = -262140.755301
  nChanged 14
		SP:Iteration 13Q (141420.320000 sec): 3 clusters
  Score: Raw -264677.018934 + Penalty 2530.089021 = -262146.929913
  nChanged 12
		SP:Iteration 14Q (141420.450000 sec): 3 clusters
  Score: Raw -264682.817333 + Penalty 2530.089021 = -262152.728312
  nChanged 13
		SP:Iteration 15Q (141420.590000 sec): 3 clusters
  Score: Raw -264687.716562 + Penalty 2530.089021 = -262157.627541
  nChanged 11
		SP:Iteration 16Q (141420.720000 sec): 3 clusters
  Score: Raw -264692.770298 + Penalty 2530.089021 = -262162.681276
  nChanged 7
		SP:Iteration 17Q (141420.840000 sec): 3 clusters
  Score: Raw -264695.909564 + Penalty 2530.089021 = -262165.820543
  nChanged 5
		SP:Iteration 18Q (141420.930000 sec): 3 clusters
  Score: Raw -264697.320515 + Penalty 2530.089021 = -262167.231494
  nChanged 2
		SP:Iteration 19Q (141421.080000 sec): 3 clusters
  Score: Raw -264698.269869 + Penalty 2530.089021 = -262168.180848
  nChanged 2
		SP:Iteration 20F (141421.170000 sec): 3 clusters
  Score: Raw -264698.634521 + Penalty 2530.089021 = -262168.545500
  nChanged 1
		SP:Iteration 21Q (141421.270000 sec): 3 clusters
  Score: Raw -264699.058313 + Penalty 2530.089021 = -262168.969292
  nChanged 0
		SP:Iteration 22F (141421.410000 sec): 3 clusters
  Score: Raw -264699.058313 + Penalty 2530.089021 = -262168.969292
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141421.480000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141421.590000 sec): 3 clusters
  Score: Raw -71927.164315 + Penalty 2084.906512 = -69842.257803
  nChanged 159
		SP:Iteration 1F (141421.730000 sec): 3 clusters
  Score: Raw -72147.305679 + Penalty 2084.906512 = -70062.399167
  nChanged 46
		SP:Iteration 2F (141421.820000 sec): 3 clusters
  Score: Raw -72293.875687 + Penalty 2084.906512 = -70208.969175
  nChanged 48
		SP:Iteration 3F (141421.920000 sec): 3 clusters
  Score: Raw -72456.879246 + Penalty 2084.906512 = -70371.972734
  nChanged 41
		SP:Iteration 4F (141422.070000 sec): 3 clusters
  Score: Raw -72552.909561 + Penalty 2084.906512 = -70468.003049
  nChanged 28
		SP:Iteration 5Q (141422.210000 sec): 3 clusters
  Score: Raw -72637.824312 + Penalty 2084.906512 = -70552.917800
  nChanged 26
		SP:Iteration 6Q (141422.300000 sec): 3 clusters
  Score: Raw -72707.761312 + Penalty 2084.906512 = -70622.854800
  nChanged 22
		SP:Iteration 7Q (141422.450000 sec): 3 clusters
  Score: Raw -72759.600328 + Penalty 2084.906512 = -70674.693816
  nChanged 16
		SP:Iteration 8Q (141422.610000 sec): 3 clusters
  Score: Raw -72797.686085 + Penalty 2084.906512 = -70712.779573
  nChanged 7
		SP:Iteration 9Q (141422.730000 sec): 3 clusters
  Score: Raw -72821.725297 + Penalty 2084.906512 = -70736.818785
  nChanged 7
		SP:Iteration 10Q (141422.840000 sec): 3 clusters
  Score: Raw -72852.709345 + Penalty 2084.906512 = -70767.802833
  nChanged 5
		SP:Iteration 11Q (141423.010000 sec): 3 clusters
  Score: Raw -72858.026871 + Penalty 2084.906512 = -70773.120360
  nChanged 3
		SP:Iteration 12Q (141423.110000 sec): 3 clusters
  Score: Raw -72863.869948 + Penalty 2084.906512 = -70778.963436
  nChanged 5
		SP:Iteration 13Q (141423.250000 sec): 3 clusters
  Score: Raw -72872.997377 + Penalty 2084.906512 = -70788.090865
  nChanged 2
		SP:Iteration 14Q (141423.350000 sec): 3 clusters
  Score: Raw -72877.542798 + Penalty 2084.906512 = -70792.636287
  nChanged 1
		SP:Iteration 15Q (141423.490000 sec): 3 clusters
  Score: Raw -72879.222602 + Penalty 2084.906512 = -70794.316090
  nChanged 0
		SP:Iteration 16F (141423.590000 sec): 3 clusters
  Score: Raw -72881.347835 + Penalty 2084.906512 = -70796.441323
  nChanged 1
		SP:Iteration 17Q (141423.730000 sec): 3 clusters
  Score: Raw -72889.416892 + Penalty 2084.906512 = -70804.510380
  nChanged 1
		SP:Iteration 18Q (141423.830000 sec): 3 clusters
  Score: Raw -72891.264590 + Penalty 2084.906512 = -70806.358078
  nChanged 1
		SP:Iteration 19Q (141423.970000 sec): 3 clusters
  Score: Raw -72892.577239 + Penalty 2084.906512 = -70807.670727
  nChanged 1
		SP:Iteration 20F (141424.120000 sec): 3 clusters
  Score: Raw -72894.016900 + Penalty 2084.906512 = -70809.110388
  nChanged 2
		SP:Iteration 21Q (141424.210000 sec): 3 clusters
  Score: Raw -72898.019661 + Penalty 2084.906512 = -70813.113149
  nChanged 1
		SP:Iteration 22Q (141424.350000 sec): 3 clusters
  Score: Raw -72899.002161 + Penalty 2084.906512 = -70814.095649
  nChanged 0
		SP:Iteration 23F (141424.500000 sec): 3 clusters
  Score: Raw -72899.002161 + Penalty 2084.906512 = -70814.095649
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141424.590000 sec): 2 clusters
  Score: Raw -822481.238895 + Penalty 1440.222598 = -821041.016297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141424.740000 sec): 3 clusters
  Score: Raw -818685.326691 + Penalty 2880.445196 = -815804.881495
  nChanged 2920
		SP:Iteration 1F (141424.930000 sec): 3 clusters
  Score: Raw -820204.567188 + Penalty 2880.445196 = -817324.121992
  nChanged 433
		SP:Iteration 2F (141425.090000 sec): 3 clusters
  Score: Raw -820395.119228 + Penalty 2880.445196 = -817514.674032
  nChanged 365
		SP:Iteration 3F (141425.240000 sec): 3 clusters
  Score: Raw -820563.481931 + Penalty 2880.445196 = -817683.036735
  nChanged 328
		SP:Iteration 4Q (141425.400000 sec): 3 clusters
  Score: Raw -820715.921682 + Penalty 2880.445196 = -817835.476486
  nChanged 321
		SP:Iteration 5Q (141425.520000 sec): 3 clusters
  Score: Raw -820868.997953 + Penalty 2880.445196 = -817988.552757
  nChanged 317
		SP:Iteration 6Q (141425.690000 sec): 3 clusters
  Score: Raw -821030.896238 + Penalty 2880.445196 = -818150.451042
  nChanged 307
		SP:Iteration 7Q (141425.870000 sec): 3 clusters
  Score: Raw -821186.605036 + Penalty 2880.445196 = -818306.159840
  nChanged 290
		SP:Iteration 8Q (141426.050000 sec): 3 clusters
  Score: Raw -821346.886222 + Penalty 2880.445196 = -818466.441026
  nChanged 310
		SP:Iteration 9Q (141426.170000 sec): 3 clusters
  Score: Raw -821539.868739 + Penalty 2880.445196 = -818659.423543
  nChanged 300
		SP:Iteration 10Q (141426.330000 sec): 3 clusters
  Score: Raw -821737.752125 + Penalty 2880.445196 = -818857.306929
  nChanged 265
		SP:Iteration 11Q (141426.470000 sec): 3 clusters
  Score: Raw -821928.731883 + Penalty 2880.445196 = -819048.286687
  nChanged 233
		SP:Iteration 12Q (141426.640000 sec): 3 clusters
  Score: Raw -822106.406567 + Penalty 2880.445196 = -819225.961371
  nChanged 186
		SP:Iteration 13Q (141426.790000 sec): 3 clusters
  Score: Raw -822244.267277 + Penalty 2880.445196 = -819363.822081
  nChanged 140
		SP:Iteration 14Q (141426.980000 sec): 3 clusters
  Score: Raw -822353.692412 + Penalty 2880.445196 = -819473.247216
  nChanged 99
		SP:Iteration 15Q (141427.090000 sec): 3 clusters
  Score: Raw -822431.912114 + Penalty 2880.445196 = -819551.466918
  nChanged 78
		SP:Iteration 16Q (141427.230000 sec): 3 clusters
  Score: Raw -822502.338661 + Penalty 2880.445196 = -819621.893465
  nChanged 57
		SP:Iteration 17Q (141427.380000 sec): 3 clusters
  Score: Raw -822550.728254 + Penalty 2880.445196 = -819670.283058
  nChanged 27
		SP:Iteration 18Q (141427.560000 sec): 3 clusters
  Score: Raw -822578.844011 + Penalty 2880.445196 = -819698.398815
  nChanged 20
		SP:Iteration 19Q (141427.670000 sec): 3 clusters
  Score: Raw -822597.762188 + Penalty 2880.445196 = -819717.316992
  nChanged 13
		SP:Iteration 20F (141427.810000 sec): 3 clusters
  Score: Raw -822609.479689 + Penalty 2880.445196 = -819729.034493
  nChanged 11
		SP:Iteration 21Q (141427.960000 sec): 3 clusters
  Score: Raw -822623.061769 + Penalty 2880.445196 = -819742.616574
  nChanged 7
		SP:Iteration 22Q (141428.100000 sec): 3 clusters
  Score: Raw -822629.428555 + Penalty 2880.445196 = -819748.983359
  nChanged 8
		SP:Iteration 23Q (141428.290000 sec): 3 clusters
  Score: Raw -822638.583609 + Penalty 2880.445196 = -819758.138413
  nChanged 6
		SP:Iteration 24Q (141428.450000 sec): 3 clusters
  Score: Raw -822644.775122 + Penalty 2880.445196 = -819764.329926
  nChanged 8
		SP:Iteration 25Q (141428.650000 sec): 3 clusters
  Score: Raw -822653.648719 + Penalty 2880.445196 = -819773.203523
  nChanged 4
		SP:Iteration 26Q (141428.780000 sec): 3 clusters
  Score: Raw -822659.758622 + Penalty 2880.445196 = -819779.313426
  nChanged 3
		SP:Iteration 27Q (141428.950000 sec): 3 clusters
  Score: Raw -822663.863466 + Penalty 2880.445196 = -819783.418270
  nChanged 4
		SP:Iteration 28Q (141429.150000 sec): 3 clusters
  Score: Raw -822666.786633 + Penalty 2880.445196 = -819786.341438
  nChanged 1
		SP:Iteration 29Q (141429.280000 sec): 3 clusters
  Score: Raw -822668.797941 + Penalty 2880.445196 = -819788.352745
  nChanged 1
		SP:Iteration 30Q (141429.470000 sec): 3 clusters
  Score: Raw -822669.910318 + Penalty 2880.445196 = -819789.465122
  nChanged 2
		SP:Iteration 31Q (141429.610000 sec): 3 clusters
  Score: Raw -822671.308932 + Penalty 2880.445196 = -819790.863736
  nChanged 1
		SP:Iteration 32Q (141429.770000 sec): 3 clusters
  Score: Raw -822672.447273 + Penalty 2880.445196 = -819792.002078
  nChanged 4
		SP:Iteration 33Q (141429.930000 sec): 3 clusters
  Score: Raw -822676.069909 + Penalty 2880.445196 = -819795.624713
  nChanged 4
		SP:Iteration 34Q (141430.160000 sec): 3 clusters
  Score: Raw -822679.374220 + Penalty 2880.445196 = -819798.929024
  nChanged 0
		SP:Iteration 35F (141430.320000 sec): 3 clusters
  Score: Raw -822679.374220 + Penalty 2880.445196 = -819798.929024
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141430.430000 sec): 2 clusters
  Score: Raw -705148.237138 + Penalty 1415.770033 = -703732.467105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141430.570000 sec): 3 clusters
  Score: Raw -701903.935131 + Penalty 2831.540066 = -699072.395064
  nChanged 2513
		SP:Iteration 1F (141430.730000 sec): 3 clusters
  Score: Raw -703177.187131 + Penalty 2831.540066 = -700345.647065
  nChanged 381
		SP:Iteration 2F (141430.900000 sec): 3 clusters
  Score: Raw -703371.524672 + Penalty 2831.540066 = -700539.984606
  nChanged 310
		SP:Iteration 3F (141431.050000 sec): 3 clusters
  Score: Raw -703509.103202 + Penalty 2831.540066 = -700677.563135
  nChanged 242
		SP:Iteration 4Q (141431.230000 sec): 3 clusters
  Score: Raw -703607.803411 + Penalty 2831.540066 = -700776.263345
  nChanged 193
		SP:Iteration 5Q (141431.420000 sec): 3 clusters
  Score: Raw -703678.705012 + Penalty 2831.540066 = -700847.164946
  nChanged 176
		SP:Iteration 6Q (141431.630000 sec): 3 clusters
  Score: Raw -703731.538185 + Penalty 2831.540066 = -700899.998118
  nChanged 133
		SP:Iteration 7Q (141431.800000 sec): 3 clusters
  Score: Raw -703775.842243 + Penalty 2831.540066 = -700944.302176
  nChanged 126
		SP:Iteration 8Q (141432.020000 sec): 3 clusters
  Score: Raw -703823.070986 + Penalty 2831.540066 = -700991.530919
  nChanged 116
		SP:Iteration 9Q (141432.190000 sec): 3 clusters
  Score: Raw -703862.926251 + Penalty 2831.540066 = -701031.386185
  nChanged 124
		SP:Iteration 10Q (141432.380000 sec): 3 clusters
  Score: Raw -703909.476862 + Penalty 2831.540066 = -701077.936796
  nChanged 117
		SP:Iteration 11Q (141432.540000 sec): 3 clusters
  Score: Raw -703951.388262 + Penalty 2831.540066 = -701119.848196
  nChanged 127
		SP:Iteration 12Q (141432.710000 sec): 3 clusters
  Score: Raw -704000.404949 + Penalty 2831.540066 = -701168.864883
  nChanged 149
		SP:Iteration 13Q (141432.910000 sec): 3 clusters
  Score: Raw -704052.866318 + Penalty 2831.540066 = -701221.326251
  nChanged 132
		SP:Iteration 14Q (141433.100000 sec): 3 clusters
  Score: Raw -704105.309610 + Penalty 2831.540066 = -701273.769544
  nChanged 131
		SP:Iteration 15Q (141433.250000 sec): 3 clusters
  Score: Raw -704161.640253 + Penalty 2831.540066 = -701330.100187
  nChanged 150
		SP:Iteration 16Q (141433.460000 sec): 3 clusters
  Score: Raw -704237.357403 + Penalty 2831.540066 = -701405.817336
  nChanged 151
		SP:Iteration 17Q (141433.610000 sec): 3 clusters
  Score: Raw -704321.740110 + Penalty 2831.540066 = -701490.200043
  nChanged 163
		SP:Iteration 18Q (141433.810000 sec): 3 clusters
  Score: Raw -704405.643894 + Penalty 2831.540066 = -701574.103828
  nChanged 156
		SP:Iteration 19Q (141433.990000 sec): 3 clusters
  Score: Raw -704492.711886 + Penalty 2831.540066 = -701661.171820
  nChanged 173
		SP:Iteration 20F (141434.210000 sec): 3 clusters
  Score: Raw -704602.318851 + Penalty 2831.540066 = -701770.778784
  nChanged 179
		SP:Iteration 21Q (141434.370000 sec): 3 clusters
  Score: Raw -704716.435378 + Penalty 2831.540066 = -701884.895311
  nChanged 164
		SP:Iteration 22Q (141434.540000 sec): 3 clusters
  Score: Raw -704820.176381 + Penalty 2831.540066 = -701988.636314
  nChanged 153
		SP:Iteration 23Q (141434.760000 sec): 3 clusters
  Score: Raw -704922.056511 + Penalty 2831.540066 = -702090.516444
  nChanged 148
		SP:Iteration 24Q (141434.930000 sec): 3 clusters
  Score: Raw -705028.452159 + Penalty 2831.540066 = -702196.912093
  nChanged 126
		SP:Iteration 25Q (141435.090000 sec): 3 clusters
  Score: Raw -705114.290708 + Penalty 2831.540066 = -702282.750641
  nChanged 115
		SP:Iteration 26Q (141435.280000 sec): 3 clusters
  Score: Raw -705186.261460 + Penalty 2831.540066 = -702354.721393
  nChanged 97
		SP:Iteration 27Q (141435.460000 sec): 3 clusters
  Score: Raw -705253.485872 + Penalty 2831.540066 = -702421.945806
  nChanged 88
		SP:Iteration 28Q (141435.650000 sec): 3 clusters
  Score: Raw -705306.641272 + Penalty 2831.540066 = -702475.101205
  nChanged 81
		SP:Iteration 29Q (141435.850000 sec): 3 clusters
  Score: Raw -705350.069301 + Penalty 2831.540066 = -702518.529235
  nChanged 59
		SP:Iteration 30Q (141435.950000 sec): 3 clusters
  Score: Raw -705380.578532 + Penalty 2831.540066 = -702549.038466
  nChanged 44
		SP:Iteration 31Q (141436.120000 sec): 3 clusters
  Score: Raw -705398.786714 + Penalty 2831.540066 = -702567.246648
  nChanged 42
		SP:Iteration 32Q (141436.290000 sec): 3 clusters
  Score: Raw -705414.713971 + Penalty 2831.540066 = -702583.173904
  nChanged 27
		SP:Iteration 33Q (141436.450000 sec): 3 clusters
  Score: Raw -705424.132076 + Penalty 2831.540066 = -702592.592010
  nChanged 27
		SP:Iteration 34Q (141436.660000 sec): 3 clusters
  Score: Raw -705434.246731 + Penalty 2831.540066 = -702602.706664
  nChanged 24
		SP:Iteration 35Q (141436.820000 sec): 3 clusters
  Score: Raw -705441.718837 + Penalty 2831.540066 = -702610.178770
  nChanged 26
		SP:Iteration 36Q (141436.910000 sec): 3 clusters
  Score: Raw -705449.982265 + Penalty 2831.540066 = -702618.442198
  nChanged 19
		SP:Iteration 37Q (141437.140000 sec): 3 clusters
  Score: Raw -705456.486577 + Penalty 2831.540066 = -702624.946511
  nChanged 20
		SP:Iteration 38Q (141437.300000 sec): 3 clusters
  Score: Raw -705462.414010 + Penalty 2831.540066 = -702630.873944
  nChanged 15
		SP:Iteration 39Q (141437.450000 sec): 3 clusters
  Score: Raw -705466.611790 + Penalty 2831.540066 = -702635.071724
  nChanged 8
		SP:Iteration 40F (141437.630000 sec): 3 clusters
  Score: Raw -705468.169711 + Penalty 2831.540066 = -702636.629645
  nChanged 8
		SP:Iteration 41Q (141437.770000 sec): 3 clusters
  Score: Raw -705469.968347 + Penalty 2831.540066 = -702638.428280
  nChanged 11
		SP:Iteration 42Q (141437.920000 sec): 3 clusters
  Score: Raw -705474.283966 + Penalty 2831.540066 = -702642.743900
  nChanged 16
		SP:Iteration 43Q (141438.070000 sec): 3 clusters
  Score: Raw -705479.192975 + Penalty 2831.540066 = -702647.652909
  nChanged 14
		SP:Iteration 44Q (141438.250000 sec): 3 clusters
  Score: Raw -705484.994408 + Penalty 2831.540066 = -702653.454342
  nChanged 21
		SP:Iteration 45Q (141438.440000 sec): 3 clusters
  Score: Raw -705493.303625 + Penalty 2831.540066 = -702661.763558
  nChanged 11
		SP:Iteration 46Q (141438.600000 sec): 3 clusters
  Score: Raw -705496.940486 + Penalty 2831.540066 = -702665.400419
  nChanged 10
		SP:Iteration 47Q (141438.760000 sec): 3 clusters
  Score: Raw -705500.653205 + Penalty 2831.540066 = -702669.113138
  nChanged 17
		SP:Iteration 48Q (141438.950000 sec): 3 clusters
  Score: Raw -705506.372444 + Penalty 2831.540066 = -702674.832377
  nChanged 18
		SP:Iteration 49Q (141439.080000 sec): 3 clusters
  Score: Raw -705512.127435 + Penalty 2831.540066 = -702680.587368
  nChanged 7
		SP:Iteration 50Q (141439.230000 sec): 3 clusters
  Score: Raw -705514.138378 + Penalty 2831.540066 = -702682.598311
  nChanged 9
		SP:Iteration 51Q (141439.410000 sec): 3 clusters
  Score: Raw -705516.923811 + Penalty 2831.540066 = -702685.383744
  nChanged 12
		SP:Iteration 52Q (141439.530000 sec): 3 clusters
  Score: Raw -705521.483458 + Penalty 2831.540066 = -702689.943391
  nChanged 14
		SP:Iteration 53Q (141439.690000 sec): 3 clusters
  Score: Raw -705528.227650 + Penalty 2831.540066 = -702696.687584
  nChanged 16
		SP:Iteration 54Q (141439.830000 sec): 3 clusters
  Score: Raw -705534.803539 + Penalty 2831.540066 = -702703.263473
  nChanged 22
		SP:Iteration 55Q (141439.980000 sec): 3 clusters
  Score: Raw -705547.792162 + Penalty 2831.540066 = -702716.252096
  nChanged 27
		SP:Iteration 56Q (141440.160000 sec): 3 clusters
  Score: Raw -705557.205135 + Penalty 2831.540066 = -702725.665069
  nChanged 26
		SP:Iteration 57Q (141440.310000 sec): 3 clusters
  Score: Raw -705567.948823 + Penalty 2831.540066 = -702736.408757
  nChanged 30
		SP:Iteration 58Q (141440.490000 sec): 3 clusters
  Score: Raw -705579.347096 + Penalty 2831.540066 = -702747.807030
  nChanged 27
		SP:Iteration 59Q (141440.610000 sec): 3 clusters
  Score: Raw -705591.780259 + Penalty 2831.540066 = -702760.240193
  nChanged 26
		SP:Iteration 60F (141440.750000 sec): 3 clusters
  Score: Raw -705610.970342 + Penalty 2831.540066 = -702779.430276
  nChanged 34
		SP:Iteration 61Q (141440.900000 sec): 3 clusters
  Score: Raw -705642.730812 + Penalty 2831.540066 = -702811.190745
  nChanged 42
		SP:Iteration 62Q (141441.060000 sec): 3 clusters
  Score: Raw -705679.906513 + Penalty 2831.540066 = -702848.366447
  nChanged 55
		SP:Iteration 63Q (141441.240000 sec): 3 clusters
  Score: Raw -705726.823262 + Penalty 2831.540066 = -702895.283196
  nChanged 48
		SP:Iteration 64Q (141441.380000 sec): 3 clusters
  Score: Raw -705758.539085 + Penalty 2831.540066 = -702926.999019
  nChanged 38
		SP:Iteration 65Q (141441.570000 sec): 3 clusters
  Score: Raw -705778.385611 + Penalty 2831.540066 = -702946.845545
  nChanged 40
		SP:Iteration 66Q (141441.730000 sec): 3 clusters
  Score: Raw -705799.512326 + Penalty 2831.540066 = -702967.972259
  nChanged 24
		SP:Iteration 67Q (141441.930000 sec): 3 clusters
  Score: Raw -705808.003893 + Penalty 2831.540066 = -702976.463827
  nChanged 16
		SP:Iteration 68Q (141442.140000 sec): 3 clusters
  Score: Raw -705813.751467 + Penalty 2831.540066 = -702982.211400
  nChanged 14
		SP:Iteration 69Q (141442.310000 sec): 3 clusters
  Score: Raw -705817.330906 + Penalty 2831.540066 = -702985.790840
  nChanged 8
		SP:Iteration 70Q (141442.480000 sec): 3 clusters
  Score: Raw -705819.434674 + Penalty 2831.540066 = -702987.894608
  nChanged 7
		SP:Iteration 71Q (141442.630000 sec): 3 clusters
  Score: Raw -705821.587725 + Penalty 2831.540066 = -702990.047658
  nChanged 6
		SP:Iteration 72Q (141442.800000 sec): 3 clusters
  Score: Raw -705823.198426 + Penalty 2831.540066 = -702991.658360
  nChanged 6
		SP:Iteration 73Q (141442.930000 sec): 3 clusters
  Score: Raw -705824.494730 + Penalty 2831.540066 = -702992.954664
  nChanged 5
		SP:Iteration 74Q (141443.090000 sec): 3 clusters
  Score: Raw -705825.593323 + Penalty 2831.540066 = -702994.053256
  nChanged 5
		SP:Iteration 75Q (141443.300000 sec): 3 clusters
  Score: Raw -705826.554938 + Penalty 2831.540066 = -702995.014871
  nChanged 3
		SP:Iteration 76Q (141443.430000 sec): 3 clusters
  Score: Raw -705827.127043 + Penalty 2831.540066 = -702995.586976
  nChanged 5
		SP:Iteration 77Q (141443.620000 sec): 3 clusters
  Score: Raw -705828.365780 + Penalty 2831.540066 = -702996.825713
  nChanged 7
		SP:Iteration 78Q (141443.790000 sec): 3 clusters
  Score: Raw -705830.161523 + Penalty 2831.540066 = -702998.621456
  nChanged 3
		SP:Iteration 79Q (141443.950000 sec): 3 clusters
  Score: Raw -705830.927156 + Penalty 2831.540066 = -702999.387090
  nChanged 3
		SP:Iteration 80F (141444.120000 sec): 3 clusters
  Score: Raw -705831.535183 + Penalty 2831.540066 = -702999.995116
  nChanged 2
		SP:Iteration 81Q (141444.290000 sec): 3 clusters
  Score: Raw -705831.965414 + Penalty 2831.540066 = -703000.425348
  nChanged 3
		SP:Iteration 82Q (141444.570000 sec): 3 clusters
  Score: Raw -705832.405703 + Penalty 2831.540066 = -703000.865636
  nChanged 1
		SP:Iteration 83Q (141444.690000 sec): 3 clusters
  Score: Raw -705832.602043 + Penalty 2831.540066 = -703001.061976
  nChanged 0
		SP:Iteration 84F (141444.830000 sec): 3 clusters
  Score: Raw -705832.602043 + Penalty 2831.540066 = -703001.061976
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141445.000000 sec): 2 clusters
  Score: Raw -1841671.937032 + Penalty 1574.954145 = -1840096.982887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141445.300000 sec): 3 clusters
  Score: Raw -1831995.611666 + Penalty 3149.908289 = -1828845.703376
  nChanged 7273
		SP:Iteration 1F (141445.510000 sec): 3 clusters
  Score: Raw -1836041.523686 + Penalty 3149.908289 = -1832891.615396
  nChanged 1005
		SP:Iteration 2F (141445.800000 sec): 3 clusters
  Score: Raw -1836501.213016 + Penalty 3149.908289 = -1833351.304726
  nChanged 948
		SP:Iteration 3F (141446.090000 sec): 3 clusters
  Score: Raw -1837006.510648 + Penalty 3149.908289 = -1833856.602358
  nChanged 947
		SP:Iteration 4F (141446.370000 sec): 3 clusters
  Score: Raw -1837575.384985 + Penalty 3149.908289 = -1834425.476695
  nChanged 966
		SP:Iteration 5F (141446.590000 sec): 3 clusters
  Score: Raw -1838179.024880 + Penalty 3149.908289 = -1835029.116590
  nChanged 972
		SP:Iteration 6F (141446.890000 sec): 3 clusters
  Score: Raw -1838750.751848 + Penalty 3149.908289 = -1835600.843558
  nChanged 837
		SP:Iteration 7F (141447.110000 sec): 3 clusters
  Score: Raw -1839185.816481 + Penalty 3149.908289 = -1836035.908192
  nChanged 683
		SP:Iteration 8Q (141447.400000 sec): 3 clusters
  Score: Raw -1839486.286982 + Penalty 3149.908289 = -1836336.378693
  nChanged 564
		SP:Iteration 9Q (141447.660000 sec): 3 clusters
  Score: Raw -1839707.057798 + Penalty 3149.908289 = -1836557.149508
  nChanged 480
		SP:Iteration 10Q (141447.970000 sec): 3 clusters
  Score: Raw -1839884.720578 + Penalty 3149.908289 = -1836734.812288
  nChanged 402
		SP:Iteration 11Q (141448.180000 sec): 3 clusters
  Score: Raw -1840011.524008 + Penalty 3149.908289 = -1836861.615718
  nChanged 354
		SP:Iteration 12Q (141448.470000 sec): 3 clusters
  Score: Raw -1840125.619688 + Penalty 3149.908289 = -1836975.711398
  nChanged 321
		SP:Iteration 13Q (141448.770000 sec): 3 clusters
  Score: Raw -1840216.900771 + Penalty 3149.908289 = -1837066.992482
  nChanged 268
		SP:Iteration 14Q (141449.060000 sec): 3 clusters
  Score: Raw -1840283.763126 + Penalty 3149.908289 = -1837133.854837
  nChanged 227
		SP:Iteration 15Q (141449.300000 sec): 3 clusters
  Score: Raw -1840335.646792 + Penalty 3149.908289 = -1837185.738503
  nChanged 177
		SP:Iteration 16Q (141449.570000 sec): 3 clusters
  Score: Raw -1840372.583523 + Penalty 3149.908289 = -1837222.675234
  nChanged 162
		SP:Iteration 17Q (141449.840000 sec): 3 clusters
  Score: Raw -1840406.979440 + Penalty 3149.908289 = -1837257.071150
  nChanged 154
		SP:Iteration 18Q (141450.050000 sec): 3 clusters
  Score: Raw -1840433.853592 + Penalty 3149.908289 = -1837283.945303
  nChanged 118
		SP:Iteration 19Q (141450.350000 sec): 3 clusters
  Score: Raw -1840455.399113 + Penalty 3149.908289 = -1837305.490823
  nChanged 119
		SP:Iteration 20F (141450.670000 sec): 3 clusters
  Score: Raw -1840474.510737 + Penalty 3149.908289 = -1837324.602448
  nChanged 102
		SP:Iteration 21Q (141450.880000 sec): 3 clusters
  Score: Raw -1840490.041652 + Penalty 3149.908289 = -1837340.133362
  nChanged 118
		SP:Iteration 22Q (141451.070000 sec): 3 clusters
  Score: Raw -1840507.246393 + Penalty 3149.908289 = -1837357.338104
  nChanged 94
		SP:Iteration 23Q (141451.360000 sec): 3 clusters
  Score: Raw -1840521.621721 + Penalty 3149.908289 = -1837371.713432
  nChanged 95
		SP:Iteration 24Q (141451.670000 sec): 3 clusters
  Score: Raw -1840536.232115 + Penalty 3149.908289 = -1837386.323826
  nChanged 97
		SP:Iteration 25Q (141451.880000 sec): 3 clusters
  Score: Raw -1840548.001412 + Penalty 3149.908289 = -1837398.093123
  nChanged 63
		SP:Iteration 26Q (141452.090000 sec): 3 clusters
  Score: Raw -1840556.953604 + Penalty 3149.908289 = -1837407.045314
  nChanged 62
		SP:Iteration 27Q (141452.390000 sec): 3 clusters
  Score: Raw -1840565.828756 + Penalty 3149.908289 = -1837415.920466
  nChanged 58
		SP:Iteration 28Q (141452.710000 sec): 3 clusters
  Score: Raw -1840572.664613 + Penalty 3149.908289 = -1837422.756324
  nChanged 44
		SP:Iteration 29Q (141452.940000 sec): 3 clusters
  Score: Raw -1840576.795464 + Penalty 3149.908289 = -1837426.887175
  nChanged 38
		SP:Iteration 30Q (141453.190000 sec): 3 clusters
  Score: Raw -1840580.931863 + Penalty 3149.908289 = -1837431.023574
  nChanged 34
		SP:Iteration 31Q (141453.470000 sec): 3 clusters
  Score: Raw -1840584.180530 + Penalty 3149.908289 = -1837434.272241
  nChanged 38
		SP:Iteration 32Q (141453.770000 sec): 3 clusters
  Score: Raw -1840588.288883 + Penalty 3149.908289 = -1837438.380593
  nChanged 39
		SP:Iteration 33Q (141454.000000 sec): 3 clusters
  Score: Raw -1840591.876428 + Penalty 3149.908289 = -1837441.968138
  nChanged 38
		SP:Iteration 34Q (141454.290000 sec): 3 clusters
  Score: Raw -1840594.878717 + Penalty 3149.908289 = -1837444.970428
  nChanged 26
		SP:Iteration 35Q (141454.580000 sec): 3 clusters
  Score: Raw -1840598.622984 + Penalty 3149.908289 = -1837448.714695
  nChanged 29
		SP:Iteration 36Q (141454.810000 sec): 3 clusters
  Score: Raw -1840601.844828 + Penalty 3149.908289 = -1837451.936538
  nChanged 29
		SP:Iteration 37Q (141455.100000 sec): 3 clusters
  Score: Raw -1840605.931111 + Penalty 3149.908289 = -1837456.022822
  nChanged 39
		SP:Iteration 38Q (141455.400000 sec): 3 clusters
  Score: Raw -1840609.937798 + Penalty 3149.908289 = -1837460.029509
  nChanged 33
		SP:Iteration 39Q (141455.660000 sec): 3 clusters
  Score: Raw -1840613.414253 + Penalty 3149.908289 = -1837463.505963
  nChanged 33
		SP:Iteration 40F (141455.910000 sec): 3 clusters
  Score: Raw -1840616.994370 + Penalty 3149.908289 = -1837467.086080
  nChanged 41
		SP:Iteration 41Q (141456.220000 sec): 3 clusters
  Score: Raw -1840622.825753 + Penalty 3149.908289 = -1837472.917464
  nChanged 47
		SP:Iteration 42Q (141456.470000 sec): 3 clusters
  Score: Raw -1840629.829679 + Penalty 3149.908289 = -1837479.921389
  nChanged 38
		SP:Iteration 43Q (141456.740000 sec): 3 clusters
  Score: Raw -1840635.326878 + Penalty 3149.908289 = -1837485.418588
  nChanged 35
		SP:Iteration 44Q (141457.060000 sec): 3 clusters
  Score: Raw -1840640.314190 + Penalty 3149.908289 = -1837490.405900
  nChanged 40
		SP:Iteration 45Q (141457.300000 sec): 3 clusters
  Score: Raw -1840646.524022 + Penalty 3149.908289 = -1837496.615733
  nChanged 41
		SP:Iteration 46Q (141457.520000 sec): 3 clusters
  Score: Raw -1840651.283410 + Penalty 3149.908289 = -1837501.375121
  nChanged 46
		SP:Iteration 47Q (141457.770000 sec): 3 clusters
  Score: Raw -1840655.809835 + Penalty 3149.908289 = -1837505.901546
  nChanged 44
		SP:Iteration 48Q (141458.000000 sec): 3 clusters
  Score: Raw -1840660.808703 + Penalty 3149.908289 = -1837510.900414
  nChanged 47
		SP:Iteration 49Q (141458.220000 sec): 3 clusters
  Score: Raw -1840664.968173 + Penalty 3149.908289 = -1837515.059884
  nChanged 39
		SP:Iteration 50Q (141458.520000 sec): 3 clusters
  Score: Raw -1840669.452244 + Penalty 3149.908289 = -1837519.543955
  nChanged 38
		SP:Iteration 51Q (141458.840000 sec): 3 clusters
  Score: Raw -1840672.508002 + Penalty 3149.908289 = -1837522.599712
  nChanged 36
		SP:Iteration 52Q (141459.100000 sec): 3 clusters
  Score: Raw -1840675.397337 + Penalty 3149.908289 = -1837525.489048
  nChanged 32
		SP:Iteration 53Q (141459.420000 sec): 3 clusters
  Score: Raw -1840678.202371 + Penalty 3149.908289 = -1837528.294081
  nChanged 25
		SP:Iteration 54Q (141459.700000 sec): 3 clusters
  Score: Raw -1840680.581130 + Penalty 3149.908289 = -1837530.672841
  nChanged 32
		SP:Iteration 55Q (141459.940000 sec): 3 clusters
  Score: Raw -1840683.632981 + Penalty 3149.908289 = -1837533.724691
  nChanged 31
		SP:Iteration 56Q (141460.200000 sec): 3 clusters
  Score: Raw -1840687.018471 + Penalty 3149.908289 = -1837537.110181
  nChanged 49
		SP:Iteration 57Q (141460.500000 sec): 3 clusters
  Score: Raw -1840693.474135 + Penalty 3149.908289 = -1837543.565846
  nChanged 55
		SP:Iteration 58Q (141460.720000 sec): 3 clusters
  Score: Raw -1840700.192963 + Penalty 3149.908289 = -1837550.284674
  nChanged 60
		SP:Iteration 59Q (141461.000000 sec): 3 clusters
  Score: Raw -1840707.980595 + Penalty 3149.908289 = -1837558.072305
  nChanged 70
		SP:Iteration 60F (141461.280000 sec): 3 clusters
  Score: Raw -1840717.948782 + Penalty 3149.908289 = -1837568.040492
  nChanged 75
		SP:Iteration 61Q (141461.530000 sec): 3 clusters
  Score: Raw -1840731.297061 + Penalty 3149.908289 = -1837581.388772
  nChanged 95
		SP:Iteration 62Q (141461.780000 sec): 3 clusters
  Score: Raw -1840748.362135 + Penalty 3149.908289 = -1837598.453845
  nChanged 102
		SP:Iteration 63Q (141462.030000 sec): 3 clusters
  Score: Raw -1840765.641161 + Penalty 3149.908289 = -1837615.732871
  nChanged 88
		SP:Iteration 64Q (141462.280000 sec): 3 clusters
  Score: Raw -1840782.214866 + Penalty 3149.908289 = -1837632.306576
  nChanged 93
		SP:Iteration 65Q (141462.530000 sec): 3 clusters
  Score: Raw -1840798.960968 + Penalty 3149.908289 = -1837649.052678
  nChanged 99
		SP:Iteration 66Q (141462.760000 sec): 3 clusters
  Score: Raw -1840817.369447 + Penalty 3149.908289 = -1837667.461157
  nChanged 110
		SP:Iteration 67Q (141463.040000 sec): 3 clusters
  Score: Raw -1840842.260266 + Penalty 3149.908289 = -1837692.351976
  nChanged 112
		SP:Iteration 68Q (141463.290000 sec): 3 clusters
  Score: Raw -1840870.496014 + Penalty 3149.908289 = -1837720.587725
  nChanged 118
		SP:Iteration 69Q (141463.560000 sec): 3 clusters
  Score: Raw -1840895.728105 + Penalty 3149.908289 = -1837745.819816
  nChanged 105
		SP:Iteration 70Q (141463.800000 sec): 3 clusters
  Score: Raw -1840918.033183 + Penalty 3149.908289 = -1837768.124893
  nChanged 100
		SP:Iteration 71Q (141464.100000 sec): 3 clusters
  Score: Raw -1840940.298899 + Penalty 3149.908289 = -1837790.390609
  nChanged 113
		SP:Iteration 72Q (141464.340000 sec): 3 clusters
  Score: Raw -1840964.652582 + Penalty 3149.908289 = -1837814.744292
  nChanged 121
		SP:Iteration 73Q (141464.620000 sec): 3 clusters
  Score: Raw -1840991.407757 + Penalty 3149.908289 = -1837841.499467
  nChanged 125
		SP:Iteration 74Q (141464.880000 sec): 3 clusters
  Score: Raw -1841018.181544 + Penalty 3149.908289 = -1837868.273254
  nChanged 121
		SP:Iteration 75Q (141465.080000 sec): 3 clusters
  Score: Raw -1841044.066756 + Penalty 3149.908289 = -1837894.158466
  nChanged 124
		SP:Iteration 76Q (141465.300000 sec): 3 clusters
  Score: Raw -1841073.165590 + Penalty 3149.908289 = -1837923.257300
  nChanged 122
		SP:Iteration 77Q (141465.600000 sec): 3 clusters
  Score: Raw -1841100.562238 + Penalty 3149.908289 = -1837950.653949
  nChanged 119
		SP:Iteration 78Q (141465.900000 sec): 3 clusters
  Score: Raw -1841132.661074 + Penalty 3149.908289 = -1837982.752785
  nChanged 142
		SP:Iteration 79Q (141466.220000 sec): 3 clusters
  Score: Raw -1841178.436587 + Penalty 3149.908289 = -1838028.528297
  nChanged 167
		SP:Iteration 80F (141466.480000 sec): 3 clusters
  Score: Raw -1841238.286063 + Penalty 3149.908289 = -1838088.377774
  nChanged 174
		SP:Iteration 81Q (141466.720000 sec): 3 clusters
  Score: Raw -1841303.840130 + Penalty 3149.908289 = -1838153.931841
  nChanged 192
		SP:Iteration 82Q (141466.960000 sec): 3 clusters
  Score: Raw -1841378.345424 + Penalty 3149.908289 = -1838228.437135
  nChanged 177
		SP:Iteration 83Q (141467.220000 sec): 3 clusters
  Score: Raw -1841438.911658 + Penalty 3149.908289 = -1838289.003369
  nChanged 175
		SP:Iteration 84Q (141467.480000 sec): 3 clusters
  Score: Raw -1841496.957727 + Penalty 3149.908289 = -1838347.049438
  nChanged 166
		SP:Iteration 85Q (141467.700000 sec): 3 clusters
  Score: Raw -1841552.468557 + Penalty 3149.908289 = -1838402.560268
  nChanged 153
		SP:Iteration 86Q (141467.940000 sec): 3 clusters
  Score: Raw -1841592.481736 + Penalty 3149.908289 = -1838442.573446
  nChanged 125
		SP:Iteration 87Q (141468.170000 sec): 3 clusters
  Score: Raw -1841622.128406 + Penalty 3149.908289 = -1838472.220117
  nChanged 131
		SP:Iteration 88Q (141468.420000 sec): 3 clusters
  Score: Raw -1841656.675859 + Penalty 3149.908289 = -1838506.767570
  nChanged 125
		SP:Iteration 89Q (141468.670000 sec): 3 clusters
  Score: Raw -1841689.802990 + Penalty 3149.908289 = -1838539.894700
  nChanged 126
		SP:Iteration 90Q (141468.860000 sec): 3 clusters
  Score: Raw -1841725.566736 + Penalty 3149.908289 = -1838575.658446
  nChanged 131
		SP:Iteration 91Q (141469.100000 sec): 3 clusters
  Score: Raw -1841765.170161 + Penalty 3149.908289 = -1838615.261871
  nChanged 133
		SP:Iteration 92Q (141469.350000 sec): 3 clusters
  Score: Raw -1841805.939746 + Penalty 3149.908289 = -1838656.031457
  nChanged 104
		SP:Iteration 93Q (141469.600000 sec): 3 clusters
  Score: Raw -1841834.885218 + Penalty 3149.908289 = -1838684.976929
  nChanged 96
		SP:Iteration 94Q (141469.840000 sec): 3 clusters
  Score: Raw -1841858.997726 + Penalty 3149.908289 = -1838709.089437
  nChanged 94
		SP:Iteration 95Q (141470.130000 sec): 3 clusters
  Score: Raw -1841883.983563 + Penalty 3149.908289 = -1838734.075274
  nChanged 84
		SP:Iteration 96Q (141470.360000 sec): 3 clusters
  Score: Raw -1841907.191224 + Penalty 3149.908289 = -1838757.282934
  nChanged 80
		SP:Iteration 97Q (141470.600000 sec): 3 clusters
  Score: Raw -1841930.719214 + Penalty 3149.908289 = -1838780.810925
  nChanged 85
		SP:Iteration 98Q (141470.860000 sec): 3 clusters
  Score: Raw -1841959.944789 + Penalty 3149.908289 = -1838810.036499
  nChanged 97
		SP:Iteration 99Q (141471.100000 sec): 3 clusters
  Score: Raw -1841996.179712 + Penalty 3149.908289 = -1838846.271422
  nChanged 97
		SP:Iteration 100F (141471.350000 sec): 3 clusters
  Score: Raw -1842036.357630 + Penalty 3149.908289 = -1838886.449341
  nChanged 94
		SP:Iteration 101Q (141471.610000 sec): 3 clusters
  Score: Raw -1842075.809091 + Penalty 3149.908289 = -1838925.900801
  nChanged 86
		SP:Iteration 102Q (141471.880000 sec): 3 clusters
  Score: Raw -1842108.154857 + Penalty 3149.908289 = -1838958.246568
  nChanged 77
		SP:Iteration 103Q (141472.080000 sec): 3 clusters
  Score: Raw -1842139.794077 + Penalty 3149.908289 = -1838989.885787
  nChanged 64
		SP:Iteration 104Q (141472.320000 sec): 3 clusters
  Score: Raw -1842170.211976 + Penalty 3149.908289 = -1839020.303686
  nChanged 52
		SP:Iteration 105Q (141472.520000 sec): 3 clusters
  Score: Raw -1842198.234910 + Penalty 3149.908289 = -1839048.326621
  nChanged 58
		SP:Iteration 106Q (141472.790000 sec): 3 clusters
  Score: Raw -1842230.544085 + Penalty 3149.908289 = -1839080.635795
  nChanged 58
		SP:Iteration 107Q (141473.030000 sec): 3 clusters
  Score: Raw -1842257.594007 + Penalty 3149.908289 = -1839107.685718
  nChanged 47
		SP:Iteration 108Q (141473.190000 sec): 3 clusters
  Score: Raw -1842280.256179 + Penalty 3149.908289 = -1839130.347889
  nChanged 46
		SP:Iteration 109Q (141473.380000 sec): 3 clusters
  Score: Raw -1842300.890115 + Penalty 3149.908289 = -1839150.981826
  nChanged 38
		SP:Iteration 110Q (141473.580000 sec): 3 clusters
  Score: Raw -1842317.847679 + Penalty 3149.908289 = -1839167.939389
  nChanged 32
		SP:Iteration 111Q (141473.820000 sec): 3 clusters
  Score: Raw -1842331.258290 + Penalty 3149.908289 = -1839181.350000
  nChanged 31
		SP:Iteration 112Q (141474.040000 sec): 3 clusters
  Score: Raw -1842343.824558 + Penalty 3149.908289 = -1839193.916268
  nChanged 36
		SP:Iteration 113Q (141474.250000 sec): 3 clusters
  Score: Raw -1842357.148345 + Penalty 3149.908289 = -1839207.240055
  nChanged 27
		SP:Iteration 114Q (141474.490000 sec): 3 clusters
  Score: Raw -1842374.545866 + Penalty 3149.908289 = -1839224.637576
  nChanged 37
		SP:Iteration 115Q (141474.680000 sec): 3 clusters
  Score: Raw -1842398.397568 + Penalty 3149.908289 = -1839248.489279
  nChanged 34
		SP:Iteration 116Q (141474.900000 sec): 3 clusters
  Score: Raw -1842412.172087 + Penalty 3149.908289 = -1839262.263798
  nChanged 27
		SP:Iteration 117Q (141475.130000 sec): 3 clusters
  Score: Raw -1842423.785185 + Penalty 3149.908289 = -1839273.876896
  nChanged 34
		SP:Iteration 118Q (141475.270000 sec): 3 clusters
  Score: Raw -1842444.303923 + Penalty 3149.908289 = -1839294.395634
  nChanged 45
		SP:Iteration 119Q (141475.480000 sec): 3 clusters
  Score: Raw -1842460.897329 + Penalty 3149.908289 = -1839310.989040
  nChanged 28
		SP:Iteration 120F (141475.720000 sec): 3 clusters
  Score: Raw -1842471.361934 + Penalty 3149.908289 = -1839321.453645
  nChanged 28
		SP:Iteration 121Q (141475.940000 sec): 3 clusters
  Score: Raw -1842483.147164 + Penalty 3149.908289 = -1839333.238875
  nChanged 24
		SP:Iteration 122Q (141476.140000 sec): 3 clusters
  Score: Raw -1842497.617911 + Penalty 3149.908289 = -1839347.709622
  nChanged 31
		SP:Iteration 123Q (141476.340000 sec): 3 clusters
  Score: Raw -1842510.632877 + Penalty 3149.908289 = -1839360.724587
  nChanged 29
		SP:Iteration 124Q (141476.560000 sec): 3 clusters
  Score: Raw -1842519.230305 + Penalty 3149.908289 = -1839369.322016
  nChanged 16
		SP:Iteration 125Q (141476.800000 sec): 3 clusters
  Score: Raw -1842524.394483 + Penalty 3149.908289 = -1839374.486194
  nChanged 16
		SP:Iteration 126Q (141477.000000 sec): 3 clusters
  Score: Raw -1842528.134021 + Penalty 3149.908289 = -1839378.225731
  nChanged 9
		SP:Iteration 127Q (141477.180000 sec): 3 clusters
  Score: Raw -1842529.725194 + Penalty 3149.908289 = -1839379.816904
  nChanged 10
		SP:Iteration 128Q (141477.390000 sec): 3 clusters
  Score: Raw -1842531.964186 + Penalty 3149.908289 = -1839382.055896
  nChanged 7
		SP:Iteration 129Q (141477.590000 sec): 3 clusters
  Score: Raw -1842533.725584 + Penalty 3149.908289 = -1839383.817294
  nChanged 5
		SP:Iteration 130Q (141477.800000 sec): 3 clusters
  Score: Raw -1842534.594884 + Penalty 3149.908289 = -1839384.686594
  nChanged 2
		SP:Iteration 131Q (141477.980000 sec): 3 clusters
  Score: Raw -1842535.045851 + Penalty 3149.908289 = -1839385.137562
  nChanged 2
		SP:Iteration 132Q (141478.150000 sec): 3 clusters
  Score: Raw -1842535.536471 + Penalty 3149.908289 = -1839385.628182
  nChanged 2
		SP:Iteration 133Q (141478.400000 sec): 3 clusters
  Score: Raw -1842535.804916 + Penalty 3149.908289 = -1839385.896627
  nChanged 1
		SP:Iteration 134Q (141478.620000 sec): 3 clusters
  Score: Raw -1842536.003137 + Penalty 3149.908289 = -1839386.094848
  nChanged 3
		SP:Iteration 135Q (141478.840000 sec): 3 clusters
  Score: Raw -1842536.284523 + Penalty 3149.908289 = -1839386.376234
  nChanged 1
		SP:Iteration 136Q (141479.040000 sec): 3 clusters
  Score: Raw -1842536.473590 + Penalty 3149.908289 = -1839386.565300
  nChanged 3
		SP:Iteration 137Q (141479.220000 sec): 3 clusters
  Score: Raw -1842537.810622 + Penalty 3149.908289 = -1839387.902333
  nChanged 7
		SP:Iteration 138Q (141479.470000 sec): 3 clusters
  Score: Raw -1842538.777056 + Penalty 3149.908289 = -1839388.868767
  nChanged 3
		SP:Iteration 139Q (141479.580000 sec): 3 clusters
  Score: Raw -1842539.154157 + Penalty 3149.908289 = -1839389.245868
  nChanged 1
		SP:Iteration 140F (141479.800000 sec): 3 clusters
  Score: Raw -1842539.370138 + Penalty 3149.908289 = -1839389.461849
  nChanged 1
		SP:Iteration 141Q (141480.010000 sec): 3 clusters
  Score: Raw -1842539.560753 + Penalty 3149.908289 = -1839389.652464
  nChanged 0
		SP:Iteration 142F (141480.230000 sec): 3 clusters
  Score: Raw -1842539.560753 + Penalty 3149.908289 = -1839389.652464
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141480.400000 sec): 2 clusters
  Score: Raw -2324492.611430 + Penalty 1610.780738 = -2322881.830692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141480.710000 sec): 3 clusters
  Score: Raw -2312336.965087 + Penalty 3221.561475 = -2309115.403612
  nChanged 9182
		SP:Iteration 1F (141480.990000 sec): 3 clusters
  Score: Raw -2317300.204852 + Penalty 3221.561475 = -2314078.643376
  nChanged 1153
		SP:Iteration 2F (141481.320000 sec): 3 clusters
  Score: Raw -2317832.016742 + Penalty 3221.561475 = -2314610.455267
  nChanged 1161
		SP:Iteration 3F (141481.650000 sec): 3 clusters
  Score: Raw -2318416.316131 + Penalty 3221.561475 = -2315194.754656
  nChanged 1190
		SP:Iteration 4F (141481.970000 sec): 3 clusters
  Score: Raw -2319117.400358 + Penalty 3221.561475 = -2315895.838883
  nChanged 1226
		SP:Iteration 5F (141482.220000 sec): 3 clusters
  Score: Raw -2319885.189876 + Penalty 3221.561475 = -2316663.628401
  nChanged 1228
		SP:Iteration 6F (141482.430000 sec): 3 clusters
  Score: Raw -2320669.099458 + Penalty 3221.561475 = -2317447.537983
  nChanged 1085
		SP:Iteration 7F (141482.770000 sec): 3 clusters
  Score: Raw -2321352.469037 + Penalty 3221.561475 = -2318130.907562
  nChanged 926
		SP:Iteration 8Q (141482.970000 sec): 3 clusters
  Score: Raw -2321928.598005 + Penalty 3221.561475 = -2318707.036529
  nChanged 788
		SP:Iteration 9Q (141483.270000 sec): 3 clusters
  Score: Raw -2322407.653049 + Penalty 3221.561475 = -2319186.091574
  nChanged 683
		SP:Iteration 10Q (141483.520000 sec): 3 clusters
  Score: Raw -2322829.348544 + Penalty 3221.561475 = -2319607.787069
  nChanged 583
		SP:Iteration 11Q (141483.790000 sec): 3 clusters
  Score: Raw -2323204.953095 + Penalty 3221.561475 = -2319983.391620
  nChanged 498
		SP:Iteration 12Q (141484.050000 sec): 3 clusters
  Score: Raw -2323517.254564 + Penalty 3221.561475 = -2320295.693089
  nChanged 398
		SP:Iteration 13Q (141484.350000 sec): 3 clusters
  Score: Raw -2323751.438952 + Penalty 3221.561475 = -2320529.877476
  nChanged 355
		SP:Iteration 14Q (141484.600000 sec): 3 clusters
  Score: Raw -2323963.125030 + Penalty 3221.561475 = -2320741.563554
  nChanged 318
		SP:Iteration 15Q (141484.870000 sec): 3 clusters
  Score: Raw -2324124.506958 + Penalty 3221.561475 = -2320902.945482
  nChanged 258
		SP:Iteration 16Q (141485.100000 sec): 3 clusters
  Score: Raw -2324253.032214 + Penalty 3221.561475 = -2321031.470739
  nChanged 242
		SP:Iteration 17Q (141485.370000 sec): 3 clusters
  Score: Raw -2324401.172791 + Penalty 3221.561475 = -2321179.611316
  nChanged 247
		SP:Iteration 18Q (141485.710000 sec): 3 clusters
  Score: Raw -2324515.908167 + Penalty 3221.561475 = -2321294.346692
  nChanged 208
		SP:Iteration 19Q (141485.960000 sec): 3 clusters
  Score: Raw -2324604.372189 + Penalty 3221.561475 = -2321382.810714
  nChanged 172
		SP:Iteration 20F (141486.260000 sec): 3 clusters
  Score: Raw -2324667.441624 + Penalty 3221.561475 = -2321445.880148
  nChanged 147
		SP:Iteration 21Q (141486.480000 sec): 3 clusters
  Score: Raw -2324722.331795 + Penalty 3221.561475 = -2321500.770320
  nChanged 120
		SP:Iteration 22Q (141486.810000 sec): 3 clusters
  Score: Raw -2324762.865337 + Penalty 3221.561475 = -2321541.303862
  nChanged 109
		SP:Iteration 23Q (141487.100000 sec): 3 clusters
  Score: Raw -2324796.256560 + Penalty 3221.561475 = -2321574.695085
  nChanged 99
		SP:Iteration 24Q (141487.380000 sec): 3 clusters
  Score: Raw -2324827.968349 + Penalty 3221.561475 = -2321606.406873
  nChanged 100
		SP:Iteration 25Q (141487.680000 sec): 3 clusters
  Score: Raw -2324861.962839 + Penalty 3221.561475 = -2321640.401364
  nChanged 90
		SP:Iteration 26Q (141487.970000 sec): 3 clusters
  Score: Raw -2324891.096414 + Penalty 3221.561475 = -2321669.534938
  nChanged 70
		SP:Iteration 27Q (141488.200000 sec): 3 clusters
  Score: Raw -2324912.365523 + Penalty 3221.561475 = -2321690.804048
  nChanged 72
		SP:Iteration 28Q (141488.420000 sec): 3 clusters
  Score: Raw -2324937.769488 + Penalty 3221.561475 = -2321716.208013
  nChanged 77
		SP:Iteration 29Q (141488.630000 sec): 3 clusters
  Score: Raw -2324966.196441 + Penalty 3221.561475 = -2321744.634966
  nChanged 72
		SP:Iteration 30Q (141488.880000 sec): 3 clusters
  Score: Raw -2324998.015058 + Penalty 3221.561475 = -2321776.453583
  nChanged 74
		SP:Iteration 31Q (141489.130000 sec): 3 clusters
  Score: Raw -2325024.418121 + Penalty 3221.561475 = -2321802.856645
  nChanged 58
		SP:Iteration 32Q (141489.390000 sec): 3 clusters
  Score: Raw -2325044.116787 + Penalty 3221.561475 = -2321822.555312
  nChanged 60
		SP:Iteration 33Q (141489.600000 sec): 3 clusters
  Score: Raw -2325061.726009 + Penalty 3221.561475 = -2321840.164534
  nChanged 48
		SP:Iteration 34Q (141489.890000 sec): 3 clusters
  Score: Raw -2325078.303613 + Penalty 3221.561475 = -2321856.742137
  nChanged 50
		SP:Iteration 35Q (141490.160000 sec): 3 clusters
  Score: Raw -2325094.288159 + Penalty 3221.561475 = -2321872.726684
  nChanged 50
		SP:Iteration 36Q (141490.390000 sec): 3 clusters
  Score: Raw -2325111.197182 + Penalty 3221.561475 = -2321889.635707
  nChanged 60
		SP:Iteration 37Q (141490.610000 sec): 3 clusters
  Score: Raw -2325130.971144 + Penalty 3221.561475 = -2321909.409669
  nChanged 46
		SP:Iteration 38Q (141490.880000 sec): 3 clusters
  Score: Raw -2325143.949742 + Penalty 3221.561475 = -2321922.388267
  nChanged 36
		SP:Iteration 39Q (141491.150000 sec): 3 clusters
  Score: Raw -2325151.395337 + Penalty 3221.561475 = -2321929.833862
  nChanged 31
		SP:Iteration 40F (141491.440000 sec): 3 clusters
  Score: Raw -2325158.570278 + Penalty 3221.561475 = -2321937.008803
  nChanged 29
		SP:Iteration 41Q (141491.730000 sec): 3 clusters
  Score: Raw -2325165.604867 + Penalty 3221.561475 = -2321944.043392
  nChanged 25
		SP:Iteration 42Q (141492.040000 sec): 3 clusters
  Score: Raw -2325171.365485 + Penalty 3221.561475 = -2321949.804010
  nChanged 18
		SP:Iteration 43Q (141492.280000 sec): 3 clusters
  Score: Raw -2325175.198304 + Penalty 3221.561475 = -2321953.636829
  nChanged 12
		SP:Iteration 44Q (141492.570000 sec): 3 clusters
  Score: Raw -2325177.098365 + Penalty 3221.561475 = -2321955.536889
  nChanged 8
		SP:Iteration 45Q (141492.870000 sec): 3 clusters
  Score: Raw -2325178.611779 + Penalty 3221.561475 = -2321957.050304
  nChanged 6
		SP:Iteration 46Q (141493.070000 sec): 3 clusters
  Score: Raw -2325180.551005 + Penalty 3221.561475 = -2321958.989530
  nChanged 6
		SP:Iteration 47Q (141493.340000 sec): 3 clusters
  Score: Raw -2325181.524132 + Penalty 3221.561475 = -2321959.962657
  nChanged 9
		SP:Iteration 48Q (141493.580000 sec): 3 clusters
  Score: Raw -2325184.176624 + Penalty 3221.561475 = -2321962.615149
  nChanged 14
		SP:Iteration 49Q (141493.820000 sec): 3 clusters
  Score: Raw -2325187.691931 + Penalty 3221.561475 = -2321966.130456
  nChanged 11
		SP:Iteration 50Q (141494.100000 sec): 3 clusters
  Score: Raw -2325190.031789 + Penalty 3221.561475 = -2321968.470314
  nChanged 14
		SP:Iteration 51Q (141494.390000 sec): 3 clusters
  Score: Raw -2325194.517155 + Penalty 3221.561475 = -2321972.955679
  nChanged 24
		SP:Iteration 52Q (141494.640000 sec): 3 clusters
  Score: Raw -2325200.601669 + Penalty 3221.561475 = -2321979.040193
  nChanged 18
		SP:Iteration 53Q (141494.940000 sec): 3 clusters
  Score: Raw -2325204.998425 + Penalty 3221.561475 = -2321983.436950
  nChanged 17
		SP:Iteration 54Q (141495.180000 sec): 3 clusters
  Score: Raw -2325210.285408 + Penalty 3221.561475 = -2321988.723933
  nChanged 20
		SP:Iteration 55Q (141495.420000 sec): 3 clusters
  Score: Raw -2325215.641330 + Penalty 3221.561475 = -2321994.079855
  nChanged 30
		SP:Iteration 56Q (141495.630000 sec): 3 clusters
  Score: Raw -2325224.158071 + Penalty 3221.561475 = -2322002.596596
  nChanged 22
		SP:Iteration 57Q (141495.920000 sec): 3 clusters
  Score: Raw -2325232.252711 + Penalty 3221.561475 = -2322010.691236
  nChanged 27
		SP:Iteration 58Q (141496.180000 sec): 3 clusters
  Score: Raw -2325239.369794 + Penalty 3221.561475 = -2322017.808319
  nChanged 24
		SP:Iteration 59Q (141496.480000 sec): 3 clusters
  Score: Raw -2325245.599393 + Penalty 3221.561475 = -2322024.037917
  nChanged 23
		SP:Iteration 60F (141496.820000 sec): 3 clusters
  Score: Raw -2325252.866372 + Penalty 3221.561475 = -2322031.304897
  nChanged 26
		SP:Iteration 61Q (141497.100000 sec): 3 clusters
  Score: Raw -2325260.350964 + Penalty 3221.561475 = -2322038.789489
  nChanged 25
		SP:Iteration 62Q (141497.400000 sec): 3 clusters
  Score: Raw -2325266.279616 + Penalty 3221.561475 = -2322044.718141
  nChanged 16
		SP:Iteration 63Q (141497.630000 sec): 3 clusters
  Score: Raw -2325269.491871 + Penalty 3221.561475 = -2322047.930396
  nChanged 11
		SP:Iteration 64Q (141498.000000 sec): 3 clusters
  Score: Raw -2325272.758112 + Penalty 3221.561475 = -2322051.196637
  nChanged 14
		SP:Iteration 65Q (141498.180000 sec): 3 clusters
  Score: Raw -2325275.799094 + Penalty 3221.561475 = -2322054.237619
  nChanged 11
		SP:Iteration 66Q (141498.520000 sec): 3 clusters
  Score: Raw -2325277.445656 + Penalty 3221.561475 = -2322055.884181
  nChanged 11
		SP:Iteration 67Q (141498.780000 sec): 3 clusters
  Score: Raw -2325279.403530 + Penalty 3221.561475 = -2322057.842055
  nChanged 9
		SP:Iteration 68Q (141499.050000 sec): 3 clusters
  Score: Raw -2325281.552702 + Penalty 3221.561475 = -2322059.991227
  nChanged 10
		SP:Iteration 69Q (141499.330000 sec): 3 clusters
  Score: Raw -2325283.179810 + Penalty 3221.561475 = -2322061.618334
  nChanged 10
		SP:Iteration 70Q (141499.580000 sec): 3 clusters
  Score: Raw -2325287.095534 + Penalty 3221.561475 = -2322065.534059
  nChanged 14
		SP:Iteration 71Q (141499.810000 sec): 3 clusters
  Score: Raw -2325290.482697 + Penalty 3221.561475 = -2322068.921222
  nChanged 13
		SP:Iteration 72Q (141500.080000 sec): 3 clusters
  Score: Raw -2325292.647541 + Penalty 3221.561475 = -2322071.086066
  nChanged 5
		SP:Iteration 73Q (141500.330000 sec): 3 clusters
  Score: Raw -2325293.789339 + Penalty 3221.561475 = -2322072.227864
  nChanged 5
		SP:Iteration 74Q (141500.570000 sec): 3 clusters
  Score: Raw -2325294.487708 + Penalty 3221.561475 = -2322072.926233
  nChanged 1
		SP:Iteration 75Q (141500.880000 sec): 3 clusters
  Score: Raw -2325294.670743 + Penalty 3221.561475 = -2322073.109267
  nChanged 3
		SP:Iteration 76Q (141501.190000 sec): 3 clusters
  Score: Raw -2325295.101106 + Penalty 3221.561475 = -2322073.539631
  nChanged 2
		SP:Iteration 77Q (141501.460000 sec): 3 clusters
  Score: Raw -2325295.270779 + Penalty 3221.561475 = -2322073.709304
  nChanged 3
		SP:Iteration 78Q (141501.670000 sec): 3 clusters
  Score: Raw -2325295.562196 + Penalty 3221.561475 = -2322074.000721
  nChanged 3
		SP:Iteration 79Q (141501.950000 sec): 3 clusters
  Score: Raw -2325296.088078 + Penalty 3221.561475 = -2322074.526602
  nChanged 1
		SP:Iteration 80F (141502.250000 sec): 3 clusters
  Score: Raw -2325296.124534 + Penalty 3221.561475 = -2322074.563059
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141502.510000 sec): 2 clusters
  Score: Raw -4002286.807163 + Penalty 1689.739543 = -4000597.067620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141502.810000 sec): 3 clusters
  Score: Raw -3981802.092547 + Penalty 3379.479086 = -3978422.613462
  nChanged 15318
		SP:Iteration 1F (141503.160000 sec): 3 clusters
  Score: Raw -3990133.568798 + Penalty 3379.479086 = -3986754.089712
  nChanged 1517
		SP:Iteration 2Q (141503.600000 sec): 3 clusters
  Score: Raw -3990669.562126 + Penalty 3379.479086 = -3987290.083040
  nChanged 1718
		SP:Iteration 3F (141503.920000 sec): 3 clusters
  Score: Raw -3991425.532972 + Penalty 3379.479086 = -3988046.053887
  nChanged 1963
		SP:Iteration 4F (141504.280000 sec): 3 clusters
  Score: Raw -3992532.131269 + Penalty 3379.479086 = -3989152.652184
  nChanged 2364
		SP:Iteration 5F (141504.660000 sec): 3 clusters
  Score: Raw -3994184.343950 + Penalty 3379.479086 = -3990804.864865
  nChanged 2526
		SP:Iteration 6F (141504.910000 sec): 3 clusters
  Score: Raw -3996226.652653 + Penalty 3379.479086 = -3992847.173567
  nChanged 2412
		SP:Iteration 7F (141505.260000 sec): 3 clusters
  Score: Raw -3998407.812514 + Penalty 3379.479086 = -3995028.333428
  nChanged 1850
		SP:Iteration 8F (141505.600000 sec): 3 clusters
  Score: Raw -4000186.142042 + Penalty 3379.479086 = -3996806.662956
  nChanged 1216
		SP:Iteration 9Q (141506.000000 sec): 3 clusters
  Score: Raw -4001425.818420 + Penalty 3379.479086 = -3998046.339335
  nChanged 636
		SP:Iteration 10Q (141506.370000 sec): 3 clusters
  Score: Raw -4002066.073927 + Penalty 3379.479086 = -3998686.594841
  nChanged 260
		SP:Iteration 11Q (141506.740000 sec): 3 clusters
  Score: Raw -4002316.074658 + Penalty 3379.479086 = -3998936.595572
  nChanged 120
		SP:Iteration 12Q (141507.050000 sec): 3 clusters
  Score: Raw -4002430.853676 + Penalty 3379.479086 = -3999051.374591
  nChanged 52
		SP:Iteration 13Q (141507.410000 sec): 3 clusters
  Score: Raw -4002484.554020 + Penalty 3379.479086 = -3999105.074935
  nChanged 33
		SP:Iteration 14Q (141507.770000 sec): 3 clusters
  Score: Raw -4002516.134359 + Penalty 3379.479086 = -3999136.655273
  nChanged 18
		SP:Iteration 15Q (141508.110000 sec): 3 clusters
  Score: Raw -4002531.232992 + Penalty 3379.479086 = -3999151.753906
  nChanged 10
		SP:Iteration 16Q (141508.430000 sec): 3 clusters
  Score: Raw -4002539.877249 + Penalty 3379.479086 = -3999160.398164
  nChanged 9
		SP:Iteration 17Q (141508.820000 sec): 3 clusters
  Score: Raw -4002549.092758 + Penalty 3379.479086 = -3999169.613673
  nChanged 9
		SP:Iteration 18Q (141509.110000 sec): 3 clusters
  Score: Raw -4002555.791547 + Penalty 3379.479086 = -3999176.312461
  nChanged 6
		SP:Iteration 19Q (141509.440000 sec): 3 clusters
  Score: Raw -4002560.496263 + Penalty 3379.479086 = -3999181.017177
  nChanged 7
		SP:Iteration 20F (141509.840000 sec): 3 clusters
  Score: Raw -4002565.827051 + Penalty 3379.479086 = -3999186.347965
  nChanged 7
		SP:Iteration 21Q (141510.140000 sec): 3 clusters
  Score: Raw -4002573.447097 + Penalty 3379.479086 = -3999193.968012
  nChanged 7
		SP:Iteration 22Q (141510.500000 sec): 3 clusters
  Score: Raw -4002579.982782 + Penalty 3379.479086 = -3999200.503696
  nChanged 4
		SP:Iteration 23Q (141510.850000 sec): 3 clusters
  Score: Raw -4002584.497237 + Penalty 3379.479086 = -3999205.018152
  nChanged 4
		SP:Iteration 24Q (141511.160000 sec): 3 clusters
  Score: Raw -4002588.081516 + Penalty 3379.479086 = -3999208.602431
  nChanged 4
		SP:Iteration 25Q (141511.490000 sec): 3 clusters
  Score: Raw -4002590.987869 + Penalty 3379.479086 = -3999211.508783
  nChanged 2
		SP:Iteration 26Q (141511.910000 sec): 3 clusters
  Score: Raw -4002595.531883 + Penalty 3379.479086 = -3999216.052798
  nChanged 4
		SP:Iteration 27Q (141512.220000 sec): 3 clusters
  Score: Raw -4002598.375165 + Penalty 3379.479086 = -3999218.896080
  nChanged 3
		SP:Iteration 28Q (141512.500000 sec): 3 clusters
  Score: Raw -4002600.264418 + Penalty 3379.479086 = -3999220.785332
  nChanged 3
		SP:Iteration 29Q (141512.870000 sec): 3 clusters
  Score: Raw -4002602.113026 + Penalty 3379.479086 = -3999222.633941
  nChanged 0
		SP:Iteration 30F (141513.220000 sec): 3 clusters
  Score: Raw -4002602.113026 + Penalty 3379.479086 = -3999222.633941
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141513.320000 sec): 2 clusters
  Score: Raw -119489.530446 + Penalty 1121.368733 = -118368.161713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141513.470000 sec): 3 clusters
  Score: Raw -119207.371342 + Penalty 2242.737466 = -116964.633876
  nChanged 283
		SP:Iteration 1F (141513.650000 sec): 3 clusters
  Score: Raw -119477.593738 + Penalty 2242.737466 = -117234.856272
  nChanged 95
		SP:Iteration 2F (141513.830000 sec): 3 clusters
  Score: Raw -119665.249811 + Penalty 2242.737466 = -117422.512345
  nChanged 98
		SP:Iteration 3F (141513.850000 sec): 3 clusters
  Score: Raw -119889.734580 + Penalty 2242.737466 = -117646.997114
  nChanged 74
		SP:Iteration 4F (141513.870000 sec): 3 clusters
  Score: Raw -120010.394926 + Penalty 2242.737466 = -117767.657460
  nChanged 55
		SP:Iteration 5F (141513.920000 sec): 3 clusters
  Score: Raw -120107.946623 + Penalty 2242.737466 = -117865.209157
  nChanged 44
		SP:Iteration 6Q (141513.940000 sec): 3 clusters
  Score: Raw -120181.391595 + Penalty 2242.737466 = -117938.654129
  nChanged 24
		SP:Iteration 7Q (141513.960000 sec): 3 clusters
  Score: Raw -120209.144769 + Penalty 2242.737466 = -117966.407303
  nChanged 12
		SP:Iteration 8Q (141514.010000 sec): 3 clusters
  Score: Raw -120221.167092 + Penalty 2242.737466 = -117978.429627
  nChanged 3
		SP:Iteration 9Q (141514.030000 sec): 3 clusters
  Score: Raw -120224.107525 + Penalty 2242.737466 = -117981.370059
  nChanged 3
		SP:Iteration 10Q (141514.050000 sec): 3 clusters
  Score: Raw -120227.670811 + Penalty 2242.737466 = -117984.933345
  nChanged 1
		SP:Iteration 11Q (141514.190000 sec): 3 clusters
  Score: Raw -120228.822998 + Penalty 2242.737466 = -117986.085533
  nChanged 1
		SP:Iteration 12Q (141514.400000 sec): 3 clusters
  Score: Raw -120229.475338 + Penalty 2242.737466 = -117986.737872
  nChanged 0
		SP:Iteration 13F (141514.490000 sec): 3 clusters
  Score: Raw -120229.475338 + Penalty 2242.737466 = -117986.737872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141514.610000 sec): 2 clusters
  Score: Raw -676384.363124 + Penalty 1394.338320 = -674990.024804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141514.790000 sec): 3 clusters
  Score: Raw -673567.756221 + Penalty 2788.676640 = -670779.079581
  nChanged 2172
		SP:Iteration 1F (141514.920000 sec): 3 clusters
  Score: Raw -674742.399995 + Penalty 2788.676640 = -671953.723356
  nChanged 308
		SP:Iteration 2F (141515.080000 sec): 3 clusters
  Score: Raw -674886.093293 + Penalty 2788.676640 = -672097.416653
  nChanged 230
		SP:Iteration 3Q (141515.250000 sec): 3 clusters
  Score: Raw -674984.662679 + Penalty 2788.676640 = -672195.986039
  nChanged 200
		SP:Iteration 4Q (141515.420000 sec): 3 clusters
  Score: Raw -675073.379155 + Penalty 2788.676640 = -672284.702515
  nChanged 178
		SP:Iteration 5Q (141515.570000 sec): 3 clusters
  Score: Raw -675159.648651 + Penalty 2788.676640 = -672370.972011
  nChanged 188
		SP:Iteration 6Q (141515.740000 sec): 3 clusters
  Score: Raw -675257.305149 + Penalty 2788.676640 = -672468.628509
  nChanged 181
		SP:Iteration 7Q (141515.920000 sec): 3 clusters
  Score: Raw -675351.857407 + Penalty 2788.676640 = -672563.180767
  nChanged 172
		SP:Iteration 8Q (141516.090000 sec): 3 clusters
  Score: Raw -675449.175828 + Penalty 2788.676640 = -672660.499188
  nChanged 174
		SP:Iteration 9Q (141516.250000 sec): 3 clusters
  Score: Raw -675557.148588 + Penalty 2788.676640 = -672768.471949
  nChanged 197
		SP:Iteration 10Q (141516.450000 sec): 3 clusters
  Score: Raw -675687.696885 + Penalty 2788.676640 = -672899.020246
  nChanged 188
		SP:Iteration 11Q (141516.610000 sec): 3 clusters
  Score: Raw -675830.139163 + Penalty 2788.676640 = -673041.462523
  nChanged 168
		SP:Iteration 12Q (141516.760000 sec): 3 clusters
  Score: Raw -675973.510796 + Penalty 2788.676640 = -673184.834157
  nChanged 157
		SP:Iteration 13Q (141516.940000 sec): 3 clusters
  Score: Raw -676109.292831 + Penalty 2788.676640 = -673320.616192
  nChanged 130
		SP:Iteration 14Q (141517.170000 sec): 3 clusters
  Score: Raw -676225.522115 + Penalty 2788.676640 = -673436.845475
  nChanged 94
		SP:Iteration 15Q (141517.300000 sec): 3 clusters
  Score: Raw -676309.898648 + Penalty 2788.676640 = -673521.222008
  nChanged 70
		SP:Iteration 16Q (141517.470000 sec): 3 clusters
  Score: Raw -676378.688717 + Penalty 2788.676640 = -673590.012077
  nChanged 46
		SP:Iteration 17Q (141517.630000 sec): 3 clusters
  Score: Raw -676421.979681 + Penalty 2788.676640 = -673633.303042
  nChanged 32
		SP:Iteration 18Q (141517.830000 sec): 3 clusters
  Score: Raw -676450.526631 + Penalty 2788.676640 = -673661.849991
  nChanged 28
		SP:Iteration 19Q (141517.960000 sec): 3 clusters
  Score: Raw -676481.095075 + Penalty 2788.676640 = -673692.418435
  nChanged 22
		SP:Iteration 20F (141518.130000 sec): 3 clusters
  Score: Raw -676509.143221 + Penalty 2788.676640 = -673720.466581
  nChanged 21
		SP:Iteration 21Q (141518.280000 sec): 3 clusters
  Score: Raw -676530.964825 + Penalty 2788.676640 = -673742.288185
  nChanged 7
		SP:Iteration 22Q (141518.420000 sec): 3 clusters
  Score: Raw -676542.147675 + Penalty 2788.676640 = -673753.471035
  nChanged 7
		SP:Iteration 23Q (141518.580000 sec): 3 clusters
  Score: Raw -676549.799736 + Penalty 2788.676640 = -673761.123096
  nChanged 6
		SP:Iteration 24Q (141518.750000 sec): 3 clusters
  Score: Raw -676555.379058 + Penalty 2788.676640 = -673766.702418
  nChanged 7
		SP:Iteration 25Q (141519.010000 sec): 3 clusters
  Score: Raw -676562.485201 + Penalty 2788.676640 = -673773.808561
  nChanged 3
		SP:Iteration 26Q (141519.160000 sec): 3 clusters
  Score: Raw -676564.633270 + Penalty 2788.676640 = -673775.956630
  nChanged 2
		SP:Iteration 27Q (141519.330000 sec): 3 clusters
  Score: Raw -676566.670711 + Penalty 2788.676640 = -673777.994072
  nChanged 1
		SP:Iteration 28Q (141519.490000 sec): 3 clusters
  Score: Raw -676567.301117 + Penalty 2788.676640 = -673778.624477
  nChanged 0
		SP:Iteration 29F (141519.680000 sec): 3 clusters
  Score: Raw -676567.301117 + Penalty 2788.676640 = -673778.624477
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141519.860000 sec): 2 clusters
  Score: Raw -1302551.038746 + Penalty 1517.772719 = -1301033.266027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141520.070000 sec): 3 clusters
  Score: Raw -1296000.328130 + Penalty 3035.545438 = -1292964.782691
  nChanged 4941
		SP:Iteration 1F (141520.280000 sec): 3 clusters
  Score: Raw -1298721.558490 + Penalty 3035.545438 = -1295686.013051
  nChanged 708
		SP:Iteration 2F (141520.450000 sec): 3 clusters
  Score: Raw -1299047.496535 + Penalty 3035.545438 = -1296011.951097
  nChanged 660
		SP:Iteration 3F (141520.640000 sec): 3 clusters
  Score: Raw -1299393.922394 + Penalty 3035.545438 = -1296358.376956
  nChanged 657
		SP:Iteration 4F (141520.830000 sec): 3 clusters
  Score: Raw -1299794.542566 + Penalty 3035.545438 = -1296758.997128
  nChanged 678
		SP:Iteration 5F (141521.030000 sec): 3 clusters
  Score: Raw -1300247.654541 + Penalty 3035.545438 = -1297212.109103
  nChanged 663
		SP:Iteration 6F (141521.230000 sec): 3 clusters
  Score: Raw -1300707.989192 + Penalty 3035.545438 = -1297672.443754
  nChanged 579
		SP:Iteration 7F (141521.450000 sec): 3 clusters
  Score: Raw -1301141.910380 + Penalty 3035.545438 = -1298106.364942
  nChanged 511
		SP:Iteration 8Q (141521.730000 sec): 3 clusters
  Score: Raw -1301559.069249 + Penalty 3035.545438 = -1298523.523811
  nChanged 449
		SP:Iteration 9Q (141521.890000 sec): 3 clusters
  Score: Raw -1301911.093348 + Penalty 3035.545438 = -1298875.547910
  nChanged 360
		SP:Iteration 10Q (141522.100000 sec): 3 clusters
  Score: Raw -1302169.421059 + Penalty 3035.545438 = -1299133.875621
  nChanged 277
		SP:Iteration 11Q (141522.280000 sec): 3 clusters
  Score: Raw -1302337.894054 + Penalty 3035.545438 = -1299302.348615
  nChanged 211
		SP:Iteration 12Q (141522.480000 sec): 3 clusters
  Score: Raw -1302433.573893 + Penalty 3035.545438 = -1299398.028455
  nChanged 155
		SP:Iteration 13Q (141522.690000 sec): 3 clusters
  Score: Raw -1302496.150024 + Penalty 3035.545438 = -1299460.604586
  nChanged 106
		SP:Iteration 14Q (141522.950000 sec): 3 clusters
  Score: Raw -1302534.108922 + Penalty 3035.545438 = -1299498.563484
  nChanged 74
		SP:Iteration 15Q (141523.130000 sec): 3 clusters
  Score: Raw -1302554.827577 + Penalty 3035.545438 = -1299519.282139
  nChanged 53
		SP:Iteration 16Q (141523.430000 sec): 3 clusters
  Score: Raw -1302569.633425 + Penalty 3035.545438 = -1299534.087987
  nChanged 56
		SP:Iteration 17Q (141523.670000 sec): 3 clusters
  Score: Raw -1302587.503521 + Penalty 3035.545438 = -1299551.958082
  nChanged 70
		SP:Iteration 18Q (141523.880000 sec): 3 clusters
  Score: Raw -1302608.249893 + Penalty 3035.545438 = -1299572.704455
  nChanged 63
		SP:Iteration 19Q (141524.080000 sec): 3 clusters
  Score: Raw -1302622.592691 + Penalty 3035.545438 = -1299587.047253
  nChanged 45
		SP:Iteration 20F (141524.290000 sec): 3 clusters
  Score: Raw -1302632.021102 + Penalty 3035.545438 = -1299596.475664
  nChanged 46
		SP:Iteration 21Q (141524.490000 sec): 3 clusters
  Score: Raw -1302643.294334 + Penalty 3035.545438 = -1299607.748896
  nChanged 49
		SP:Iteration 22Q (141524.700000 sec): 3 clusters
  Score: Raw -1302655.865426 + Penalty 3035.545438 = -1299620.319988
  nChanged 56
		SP:Iteration 23Q (141524.920000 sec): 3 clusters
  Score: Raw -1302672.631352 + Penalty 3035.545438 = -1299637.085914
  nChanged 51
		SP:Iteration 24Q (141525.110000 sec): 3 clusters
  Score: Raw -1302684.213389 + Penalty 3035.545438 = -1299648.667951
  nChanged 39
		SP:Iteration 25Q (141525.350000 sec): 3 clusters
  Score: Raw -1302692.047067 + Penalty 3035.545438 = -1299656.501629
  nChanged 37
		SP:Iteration 26Q (141525.530000 sec): 3 clusters
  Score: Raw -1302699.837095 + Penalty 3035.545438 = -1299664.291657
  nChanged 40
		SP:Iteration 27Q (141525.770000 sec): 3 clusters
  Score: Raw -1302708.632710 + Penalty 3035.545438 = -1299673.087271
  nChanged 28
		SP:Iteration 28Q (141525.970000 sec): 3 clusters
  Score: Raw -1302716.011228 + Penalty 3035.545438 = -1299680.465790
  nChanged 28
		SP:Iteration 29Q (141526.230000 sec): 3 clusters
  Score: Raw -1302722.301395 + Penalty 3035.545438 = -1299686.755957
  nChanged 31
		SP:Iteration 30Q (141526.440000 sec): 3 clusters
  Score: Raw -1302729.508693 + Penalty 3035.545438 = -1299693.963255
  nChanged 23
		SP:Iteration 31Q (141526.590000 sec): 3 clusters
  Score: Raw -1302734.333997 + Penalty 3035.545438 = -1299698.788559
  nChanged 18
		SP:Iteration 32Q (141526.810000 sec): 3 clusters
  Score: Raw -1302737.884772 + Penalty 3035.545438 = -1299702.339334
  nChanged 25
		SP:Iteration 33Q (141527.000000 sec): 3 clusters
  Score: Raw -1302743.440241 + Penalty 3035.545438 = -1299707.894803
  nChanged 20
		SP:Iteration 34Q (141527.270000 sec): 3 clusters
  Score: Raw -1302747.021264 + Penalty 3035.545438 = -1299711.475826
  nChanged 19
		SP:Iteration 35Q (141527.540000 sec): 3 clusters
  Score: Raw -1302751.016220 + Penalty 3035.545438 = -1299715.470782
  nChanged 16
		SP:Iteration 36Q (141527.730000 sec): 3 clusters
  Score: Raw -1302753.068700 + Penalty 3035.545438 = -1299717.523262
  nChanged 11
		SP:Iteration 37Q (141527.940000 sec): 3 clusters
  Score: Raw -1302755.059272 + Penalty 3035.545438 = -1299719.513834
  nChanged 12
		SP:Iteration 38Q (141528.110000 sec): 3 clusters
  Score: Raw -1302757.242079 + Penalty 3035.545438 = -1299721.696641
  nChanged 13
		SP:Iteration 39Q (141528.320000 sec): 3 clusters
  Score: Raw -1302758.882105 + Penalty 3035.545438 = -1299723.336667
  nChanged 8
		SP:Iteration 40F (141528.540000 sec): 3 clusters
  Score: Raw -1302760.367645 + Penalty 3035.545438 = -1299724.822207
  nChanged 11
		SP:Iteration 41Q (141528.690000 sec): 3 clusters
  Score: Raw -1302762.070872 + Penalty 3035.545438 = -1299726.525434
  nChanged 8
		SP:Iteration 42Q (141528.900000 sec): 3 clusters
  Score: Raw -1302762.986468 + Penalty 3035.545438 = -1299727.441030
  nChanged 2
		SP:Iteration 43Q (141529.160000 sec): 3 clusters
  Score: Raw -1302763.533166 + Penalty 3035.545438 = -1299727.987728
  nChanged 1
		SP:Iteration 44Q (141529.380000 sec): 3 clusters
  Score: Raw -1302763.781742 + Penalty 3035.545438 = -1299728.236304
  nChanged 2
		SP:Iteration 45Q (141529.560000 sec): 3 clusters
  Score: Raw -1302764.039689 + Penalty 3035.545438 = -1299728.494251
  nChanged 1
		SP:Iteration 46Q (141529.790000 sec): 3 clusters
  Score: Raw -1302764.310193 + Penalty 3035.545438 = -1299728.764754
  nChanged 3
		SP:Iteration 47Q (141530.060000 sec): 3 clusters
  Score: Raw -1302764.693791 + Penalty 3035.545438 = -1299729.148353
  nChanged 1
		SP:Iteration 48Q (141530.220000 sec): 3 clusters
  Score: Raw -1302765.093589 + Penalty 3035.545438 = -1299729.548150
  nChanged 2
		SP:Iteration 49Q (141530.480000 sec): 3 clusters
  Score: Raw -1302765.242453 + Penalty 3035.545438 = -1299729.697014
  nChanged 0
		SP:Iteration 50F (141530.730000 sec): 3 clusters
  Score: Raw -1302765.242453 + Penalty 3035.545438 = -1299729.697014
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (30040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141531.010000 sec): 2 clusters
  Score: Raw -3675402.247157 + Penalty 1675.421330 = -3673726.825827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141531.400000 sec): 3 clusters
  Score: Raw -3656937.665536 + Penalty 3350.842659 = -3653586.822877
  nChanged 13822
		SP:Iteration 1F (141531.740000 sec): 3 clusters
  Score: Raw -3664669.938953 + Penalty 3350.842659 = -3661319.096294
  nChanged 1522
		SP:Iteration 2F (141532.080000 sec): 3 clusters
  Score: Raw -3665271.334313 + Penalty 3350.842659 = -3661920.491653
  nChanged 1669
		SP:Iteration 3F (141532.370000 sec): 3 clusters
  Score: Raw -3666129.813714 + Penalty 3350.842659 = -3662778.971054
  nChanged 1914
		SP:Iteration 4F (141532.680000 sec): 3 clusters
  Score: Raw -3667300.227741 + Penalty 3350.842659 = -3663949.385082
  nChanged 2188
		SP:Iteration 5F (141532.980000 sec): 3 clusters
  Score: Raw -3668759.274917 + Penalty 3350.842659 = -3665408.432257
  nChanged 2149
		SP:Iteration 6F (141533.330000 sec): 3 clusters
  Score: Raw -3670218.595719 + Penalty 3350.842659 = -3666867.753059
  nChanged 1879
		SP:Iteration 7F (141533.660000 sec): 3 clusters
  Score: Raw -3671379.680925 + Penalty 3350.842659 = -3668028.838266
  nChanged 1409
		SP:Iteration 8Q (141534.050000 sec): 3 clusters
  Score: Raw -3672196.076754 + Penalty 3350.842659 = -3668845.234095
  nChanged 1170
		SP:Iteration 9Q (141534.420000 sec): 3 clusters
  Score: Raw -3672835.898048 + Penalty 3350.842659 = -3669485.055388
  nChanged 901
		SP:Iteration 10Q (141534.850000 sec): 3 clusters
  Score: Raw -3673326.975461 + Penalty 3350.842659 = -3669976.132802
  nChanged 757
		SP:Iteration 11Q (141535.260000 sec): 3 clusters
  Score: Raw -3673752.521050 + Penalty 3350.842659 = -3670401.678391
  nChanged 668
		SP:Iteration 12Q (141535.670000 sec): 3 clusters
  Score: Raw -3674140.615480 + Penalty 3350.842659 = -3670789.772820
  nChanged 613
		SP:Iteration 13Q (141536.080000 sec): 3 clusters
  Score: Raw -3674522.698430 + Penalty 3350.842659 = -3671171.855770
  nChanged 489
		SP:Iteration 14Q (141536.500000 sec): 3 clusters
  Score: Raw -3674818.220877 + Penalty 3350.842659 = -3671467.378218
  nChanged 374
		SP:Iteration 15Q (141536.910000 sec): 3 clusters
  Score: Raw -3675044.944214 + Penalty 3350.842659 = -3671694.101555
  nChanged 293
		SP:Iteration 16Q (141537.320000 sec): 3 clusters
  Score: Raw -3675223.987708 + Penalty 3350.842659 = -3671873.145048
  nChanged 222
		SP:Iteration 17Q (141537.690000 sec): 3 clusters
  Score: Raw -3675367.920647 + Penalty 3350.842659 = -3672017.077987
  nChanged 144
		SP:Iteration 18Q (141538.060000 sec): 3 clusters
  Score: Raw -3675464.664745 + Penalty 3350.842659 = -3672113.822086
  nChanged 115
		SP:Iteration 19Q (141538.420000 sec): 3 clusters
  Score: Raw -3675542.683054 + Penalty 3350.842659 = -3672191.840395
  nChanged 92
		SP:Iteration 20F (141538.830000 sec): 3 clusters
  Score: Raw -3675594.636967 + Penalty 3350.842659 = -3672243.794308
  nChanged 59
		SP:Iteration 21Q (141539.200000 sec): 3 clusters
  Score: Raw -3675623.478280 + Penalty 3350.842659 = -3672272.635621
  nChanged 39
		SP:Iteration 22Q (141539.560000 sec): 3 clusters
  Score: Raw -3675642.307663 + Penalty 3350.842659 = -3672291.465004
  nChanged 29
		SP:Iteration 23Q (141539.930000 sec): 3 clusters
  Score: Raw -3675654.156433 + Penalty 3350.842659 = -3672303.313773
  nChanged 18
		SP:Iteration 24Q (141540.290000 sec): 3 clusters
  Score: Raw -3675662.994926 + Penalty 3350.842659 = -3672312.152266
  nChanged 13
		SP:Iteration 25Q (141540.660000 sec): 3 clusters
  Score: Raw -3675669.147834 + Penalty 3350.842659 = -3672318.305175
  nChanged 10
		SP:Iteration 26Q (141540.980000 sec): 3 clusters
  Score: Raw -3675673.648822 + Penalty 3350.842659 = -3672322.806163
  nChanged 5
		SP:Iteration 27Q (141541.300000 sec): 3 clusters
  Score: Raw -3675675.377346 + Penalty 3350.842659 = -3672324.534687
  nChanged 4
		SP:Iteration 28Q (141541.620000 sec): 3 clusters
  Score: Raw -3675677.703586 + Penalty 3350.842659 = -3672326.860926
  nChanged 3
		SP:Iteration 29Q (141541.990000 sec): 3 clusters
  Score: Raw -3675678.527995 + Penalty 3350.842659 = -3672327.685335
  nChanged 3
		SP:Iteration 30Q (141542.360000 sec): 3 clusters
  Score: Raw -3675679.809638 + Penalty 3350.842659 = -3672328.966978
  nChanged 1
		SP:Iteration 31Q (141542.680000 sec): 3 clusters
  Score: Raw -3675680.003211 + Penalty 3350.842659 = -3672329.160551
  nChanged 0
		SP:Iteration 32F (141543.050000 sec): 3 clusters
  Score: Raw -3675680.003211 + Penalty 3350.842659 = -3672329.160551
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (21521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141543.270000 sec): 2 clusters
  Score: Raw -2538769.704724 + Penalty 1621.227478 = -2537148.477246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141543.610000 sec): 3 clusters
  Score: Raw -2525715.760496 + Penalty 3242.454957 = -2522473.305540
  nChanged 9730
		SP:Iteration 1F (141543.950000 sec): 3 clusters
  Score: Raw -2531082.445221 + Penalty 3242.454957 = -2527839.990265
  nChanged 1110
		SP:Iteration 2F (141544.290000 sec): 3 clusters
  Score: Raw -2531484.811902 + Penalty 3242.454957 = -2528242.356946
  nChanged 1021
		SP:Iteration 3Q (141544.630000 sec): 3 clusters
  Score: Raw -2531884.744233 + Penalty 3242.454957 = -2528642.289277
  nChanged 1023
		SP:Iteration 4Q (141544.970000 sec): 3 clusters
  Score: Raw -2532314.088825 + Penalty 3242.454957 = -2529071.633869
  nChanged 1073
		SP:Iteration 5Q (141545.310000 sec): 3 clusters
  Score: Raw -2532793.534681 + Penalty 3242.454957 = -2529551.079724
  nChanged 1111
		SP:Iteration 6F (141545.650000 sec): 3 clusters
  Score: Raw -2533370.696133 + Penalty 3242.454957 = -2530128.241176
  nChanged 1174
		SP:Iteration 7F (141545.990000 sec): 3 clusters
  Score: Raw -2534106.463689 + Penalty 3242.454957 = -2530864.008732
  nChanged 1195
		SP:Iteration 8F (141546.340000 sec): 3 clusters
  Score: Raw -2534942.156565 + Penalty 3242.454957 = -2531699.701608
  nChanged 1163
		SP:Iteration 9F (141546.690000 sec): 3 clusters
  Score: Raw -2535730.991468 + Penalty 3242.454957 = -2532488.536511
  nChanged 1002
		SP:Iteration 10Q (141547.080000 sec): 3 clusters
  Score: Raw -2536321.776026 + Penalty 3242.454957 = -2533079.321069
  nChanged 805
		SP:Iteration 11Q (141547.430000 sec): 3 clusters
  Score: Raw -2536726.484154 + Penalty 3242.454957 = -2533484.029198
  nChanged 632
		SP:Iteration 12Q (141547.780000 sec): 3 clusters
  Score: Raw -2536957.068821 + Penalty 3242.454957 = -2533714.613865
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		SP:Iteration 13Q (141548.140000 sec): 3 clusters
  Score: Raw -2537082.662657 + Penalty 3242.454957 = -2533840.207700
  nChanged 317
		SP:Iteration 14Q (141548.410000 sec): 3 clusters
  Score: Raw -2537150.940151 + Penalty 3242.454957 = -2533908.485194
  nChanged 233
		SP:Iteration 15Q (141548.740000 sec): 3 clusters
  Score: Raw -2537195.172804 + Penalty 3242.454957 = -2533952.717848
  nChanged 180
		SP:Iteration 16Q (141548.980000 sec): 3 clusters
  Score: Raw -2537225.121120 + Penalty 3242.454957 = -2533982.666164
  nChanged 143
		SP:Iteration 17Q (141549.280000 sec): 3 clusters
  Score: Raw -2537249.004597 + Penalty 3242.454957 = -2534006.549640
  nChanged 130
		SP:Iteration 18Q (141549.580000 sec): 3 clusters
  Score: Raw -2537269.493148 + Penalty 3242.454957 = -2534027.038192
  nChanged 118
		SP:Iteration 19Q (141549.940000 sec): 3 clusters
  Score: Raw -2537286.410631 + Penalty 3242.454957 = -2534043.955675
  nChanged 112
		SP:Iteration 20F (141550.290000 sec): 3 clusters
  Score: Raw -2537302.221666 + Penalty 3242.454957 = -2534059.766709
  nChanged 108
		SP:Iteration 21Q (141550.570000 sec): 3 clusters
  Score: Raw -2537317.895807 + Penalty 3242.454957 = -2534075.440851
  nChanged 124
		SP:Iteration 22Q (141550.950000 sec): 3 clusters
  Score: Raw -2537336.026886 + Penalty 3242.454957 = -2534093.571930
  nChanged 115
		SP:Iteration 23Q (141551.280000 sec): 3 clusters
  Score: Raw -2537354.880480 + Penalty 3242.454957 = -2534112.425523
  nChanged 110
		SP:Iteration 24Q (141551.610000 sec): 3 clusters
  Score: Raw -2537371.345009 + Penalty 3242.454957 = -2534128.890053
  nChanged 101
		SP:Iteration 25Q (141551.970000 sec): 3 clusters
  Score: Raw -2537383.823862 + Penalty 3242.454957 = -2534141.368905
  nChanged 87
		SP:Iteration 26Q (141552.280000 sec): 3 clusters
  Score: Raw -2537395.557237 + Penalty 3242.454957 = -2534153.102281
  nChanged 100
		SP:Iteration 27Q (141552.610000 sec): 3 clusters
  Score: Raw -2537409.886361 + Penalty 3242.454957 = -2534167.431405
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		SP:Iteration 28Q (141552.950000 sec): 3 clusters
  Score: Raw -2537421.676270 + Penalty 3242.454957 = -2534179.221314
  nChanged 75
		SP:Iteration 29Q (141553.330000 sec): 3 clusters
  Score: Raw -2537429.753721 + Penalty 3242.454957 = -2534187.298765
  nChanged 64
		SP:Iteration 30Q (141553.660000 sec): 3 clusters
  Score: Raw -2537436.845716 + Penalty 3242.454957 = -2534194.390759
  nChanged 68
		SP:Iteration 31Q (141554.000000 sec): 3 clusters
  Score: Raw -2537443.790319 + Penalty 3242.454957 = -2534201.335362
  nChanged 71
		SP:Iteration 32Q (141554.340000 sec): 3 clusters
  Score: Raw -2537450.868752 + Penalty 3242.454957 = -2534208.413795
  nChanged 67
		SP:Iteration 33Q (141554.680000 sec): 3 clusters
  Score: Raw -2537459.213301 + Penalty 3242.454957 = -2534216.758344
  nChanged 72
		SP:Iteration 34Q (141555.020000 sec): 3 clusters
  Score: Raw -2537466.229486 + Penalty 3242.454957 = -2534223.774529
  nChanged 66
		SP:Iteration 35Q (141555.370000 sec): 3 clusters
  Score: Raw -2537473.352399 + Penalty 3242.454957 = -2534230.897443
  nChanged 70
		SP:Iteration 36Q (141555.700000 sec): 3 clusters
  Score: Raw -2537481.428467 + Penalty 3242.454957 = -2534238.973511
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		SP:Iteration 37Q (141556.030000 sec): 3 clusters
  Score: Raw -2537490.425485 + Penalty 3242.454957 = -2534247.970528
  nChanged 68
		SP:Iteration 38Q (141556.370000 sec): 3 clusters
  Score: Raw -2537498.383537 + Penalty 3242.454957 = -2534255.928580
  nChanged 70
		SP:Iteration 39Q (141556.710000 sec): 3 clusters
  Score: Raw -2537507.339446 + Penalty 3242.454957 = -2534264.884489
  nChanged 78
		SP:Iteration 40F (141557.050000 sec): 3 clusters
  Score: Raw -2537516.627134 + Penalty 3242.454957 = -2534274.172177
  nChanged 90
		SP:Iteration 41Q (141557.390000 sec): 3 clusters
  Score: Raw -2537528.422090 + Penalty 3242.454957 = -2534285.967133
  nChanged 81
		SP:Iteration 42Q (141557.730000 sec): 3 clusters
  Score: Raw -2537539.628426 + Penalty 3242.454957 = -2534297.173470
  nChanged 91
		SP:Iteration 43Q (141558.060000 sec): 3 clusters
  Score: Raw -2537554.514735 + Penalty 3242.454957 = -2534312.059779
  nChanged 101
		SP:Iteration 44Q (141558.400000 sec): 3 clusters
  Score: Raw -2537571.583269 + Penalty 3242.454957 = -2534329.128312
  nChanged 123
		SP:Iteration 45Q (141558.680000 sec): 3 clusters
  Score: Raw -2537591.939939 + Penalty 3242.454957 = -2534349.484983
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		SP:Iteration 46Q (141558.920000 sec): 3 clusters
  Score: Raw -2537616.204125 + Penalty 3242.454957 = -2534373.749168
  nChanged 148
		SP:Iteration 47Q (141559.200000 sec): 3 clusters
  Score: Raw -2537643.798067 + Penalty 3242.454957 = -2534401.343111
  nChanged 148
		SP:Iteration 48Q (141559.430000 sec): 3 clusters
  Score: Raw -2537671.219674 + Penalty 3242.454957 = -2534428.764717
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		SP:Iteration 49Q (141559.690000 sec): 3 clusters
  Score: Raw -2537693.184675 + Penalty 3242.454957 = -2534450.729718
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		SP:Iteration 50Q (141559.990000 sec): 3 clusters
  Score: Raw -2537711.787088 + Penalty 3242.454957 = -2534469.332131
  nChanged 108
		SP:Iteration 51Q (141560.200000 sec): 3 clusters
  Score: Raw -2537728.712542 + Penalty 3242.454957 = -2534486.257586
  nChanged 115
		SP:Iteration 52Q (141560.450000 sec): 3 clusters
  Score: Raw -2537748.571433 + Penalty 3242.454957 = -2534506.116477
  nChanged 117
		SP:Iteration 53Q (141560.730000 sec): 3 clusters
  Score: Raw -2537769.441761 + Penalty 3242.454957 = -2534526.986804
  nChanged 134
		SP:Iteration 54Q (141560.970000 sec): 3 clusters
  Score: Raw -2537791.960003 + Penalty 3242.454957 = -2534549.505047
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		SP:Iteration 55Q (141561.220000 sec): 3 clusters
  Score: Raw -2537813.742197 + Penalty 3242.454957 = -2534571.287240
  nChanged 134
		SP:Iteration 56Q (141561.540000 sec): 3 clusters
  Score: Raw -2537838.176089 + Penalty 3242.454957 = -2534595.721133
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		SP:Iteration 57Q (141561.830000 sec): 3 clusters
  Score: Raw -2537862.669250 + Penalty 3242.454957 = -2534620.214293
  nChanged 143
		SP:Iteration 58Q (141562.110000 sec): 3 clusters
  Score: Raw -2537891.264526 + Penalty 3242.454957 = -2534648.809570
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		SP:Iteration 59Q (141562.430000 sec): 3 clusters
  Score: Raw -2537919.398026 + Penalty 3242.454957 = -2534676.943070
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		SP:Iteration 60F (141562.700000 sec): 3 clusters
  Score: Raw -2537946.087675 + Penalty 3242.454957 = -2534703.632719
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		SP:Iteration 61Q (141563.020000 sec): 3 clusters
  Score: Raw -2537970.281415 + Penalty 3242.454957 = -2534727.826459
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		SP:Iteration 62Q (141563.320000 sec): 3 clusters
  Score: Raw -2537988.916963 + Penalty 3242.454957 = -2534746.462007
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		SP:Iteration 63Q (141563.660000 sec): 3 clusters
  Score: Raw -2538004.892047 + Penalty 3242.454957 = -2534762.437090
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		SP:Iteration 64Q (141563.960000 sec): 3 clusters
  Score: Raw -2538024.083142 + Penalty 3242.454957 = -2534781.628185
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		SP:Iteration 65Q (141564.310000 sec): 3 clusters
  Score: Raw -2538048.198614 + Penalty 3242.454957 = -2534805.743657
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		SP:Iteration 66Q (141564.610000 sec): 3 clusters
  Score: Raw -2538068.983157 + Penalty 3242.454957 = -2534826.528201
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		SP:Iteration 67Q (141564.950000 sec): 3 clusters
  Score: Raw -2538088.305224 + Penalty 3242.454957 = -2534845.850268
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  Score: Raw -2538105.620602 + Penalty 3242.454957 = -2534863.165645
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  Score: Raw -2538122.953882 + Penalty 3242.454957 = -2534880.498925
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  Score: Raw -2538138.926179 + Penalty 3242.454957 = -2534896.471222
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  Score: Raw -2538152.594689 + Penalty 3242.454957 = -2534910.139732
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		SP:Iteration 72Q (141566.660000 sec): 3 clusters
  Score: Raw -2538167.927960 + Penalty 3242.454957 = -2534925.473003
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		SP:Iteration 73Q (141567.000000 sec): 3 clusters
  Score: Raw -2538185.437065 + Penalty 3242.454957 = -2534942.982109
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  Score: Raw -2538202.827039 + Penalty 3242.454957 = -2534960.372082
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  Score: Raw -2538217.264180 + Penalty 3242.454957 = -2534974.809224
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  Score: Raw -2538235.412987 + Penalty 3242.454957 = -2534992.958031
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  Score: Raw -2538276.172728 + Penalty 3242.454957 = -2535033.717772
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		SP:Iteration 80F (141569.280000 sec): 3 clusters
  Score: Raw -2538332.711117 + Penalty 3242.454957 = -2535090.256160
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  Score: Raw -2538370.213792 + Penalty 3242.454957 = -2535127.758836
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		SP:Iteration 82Q (141569.920000 sec): 3 clusters
  Score: Raw -2538404.568389 + Penalty 3242.454957 = -2535162.113432
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  Score: Raw -2538436.116371 + Penalty 3242.454957 = -2535193.661415
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  Score: Raw -2538470.961975 + Penalty 3242.454957 = -2535228.507019
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		SP:Iteration 85Q (141570.730000 sec): 3 clusters
  Score: Raw -2538502.687328 + Penalty 3242.454957 = -2535260.232372
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		SP:Iteration 86Q (141570.980000 sec): 3 clusters
  Score: Raw -2538535.069884 + Penalty 3242.454957 = -2535292.614928
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		SP:Iteration 87Q (141571.260000 sec): 3 clusters
  Score: Raw -2538572.318683 + Penalty 3242.454957 = -2535329.863726
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  Score: Raw -2538603.606056 + Penalty 3242.454957 = -2535361.151099
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		SP:Iteration 89Q (141571.750000 sec): 3 clusters
  Score: Raw -2538634.313428 + Penalty 3242.454957 = -2535391.858472
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		SP:Iteration 90Q (141572.090000 sec): 3 clusters
  Score: Raw -2538654.914529 + Penalty 3242.454957 = -2535412.459572
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		SP:Iteration 91Q (141572.440000 sec): 3 clusters
  Score: Raw -2538671.404384 + Penalty 3242.454957 = -2535428.949427
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		SP:Iteration 92Q (141572.740000 sec): 3 clusters
  Score: Raw -2538682.779916 + Penalty 3242.454957 = -2535440.324959
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		SP:Iteration 93Q (141573.090000 sec): 3 clusters
  Score: Raw -2538696.960008 + Penalty 3242.454957 = -2535454.505051
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		SP:Iteration 94Q (141573.440000 sec): 3 clusters
  Score: Raw -2538715.506913 + Penalty 3242.454957 = -2535473.051957
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		SP:Iteration 95Q (141573.740000 sec): 3 clusters
  Score: Raw -2538733.050756 + Penalty 3242.454957 = -2535490.595799
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		SP:Iteration 96Q (141574.050000 sec): 3 clusters
  Score: Raw -2538749.418080 + Penalty 3242.454957 = -2535506.963123
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		SP:Iteration 97Q (141574.390000 sec): 3 clusters
  Score: Raw -2538765.223719 + Penalty 3242.454957 = -2535522.768762
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		SP:Iteration 98Q (141574.740000 sec): 3 clusters
  Score: Raw -2538782.922140 + Penalty 3242.454957 = -2535540.467183
  nChanged 105
		SP:Iteration 99Q (141575.050000 sec): 3 clusters
  Score: Raw -2538802.735013 + Penalty 3242.454957 = -2535560.280056
  nChanged 97
		SP:Iteration 100F (141575.350000 sec): 3 clusters
  Score: Raw -2538820.504254 + Penalty 3242.454957 = -2535578.049297
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		SP:Iteration 101Q (141575.700000 sec): 3 clusters
  Score: Raw -2538841.602675 + Penalty 3242.454957 = -2535599.147719
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		SP:Iteration 102Q (141576.050000 sec): 3 clusters
  Score: Raw -2538859.433697 + Penalty 3242.454957 = -2535616.978741
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		SP:Iteration 104Q (141576.710000 sec): 3 clusters
  Score: Raw -2538890.815696 + Penalty 3242.454957 = -2535648.360739
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		SP:Iteration 105Q (141577.010000 sec): 3 clusters
  Score: Raw -2538906.117533 + Penalty 3242.454957 = -2535663.662577
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  Score: Raw -2538938.043408 + Penalty 3242.454957 = -2535695.588452
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  Score: Raw -2538950.974909 + Penalty 3242.454957 = -2535708.519953
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  Score: Raw -2538962.985990 + Penalty 3242.454957 = -2535720.531034
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		SP:Iteration 110Q (141578.670000 sec): 3 clusters
  Score: Raw -2538975.441401 + Penalty 3242.454957 = -2535732.986444
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		SP:Iteration 111Q (141578.970000 sec): 3 clusters
  Score: Raw -2538986.769071 + Penalty 3242.454957 = -2535744.314115
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		SP:Iteration 112Q (141579.320000 sec): 3 clusters
  Score: Raw -2538997.690676 + Penalty 3242.454957 = -2535755.235719
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  Score: Raw -2539007.460306 + Penalty 3242.454957 = -2535765.005349
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		SP:Iteration 114Q (141579.980000 sec): 3 clusters
  Score: Raw -2539017.666171 + Penalty 3242.454957 = -2535775.211215
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		SP:Iteration 115Q (141580.280000 sec): 3 clusters
  Score: Raw -2539027.866240 + Penalty 3242.454957 = -2535785.411283
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		SP:Iteration 116Q (141580.660000 sec): 3 clusters
  Score: Raw -2539034.733472 + Penalty 3242.454957 = -2535792.278516
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		SP:Iteration 117Q (141580.920000 sec): 3 clusters
  Score: Raw -2539039.612825 + Penalty 3242.454957 = -2535797.157869
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		SP:Iteration 118Q (141581.160000 sec): 3 clusters
  Score: Raw -2539044.889695 + Penalty 3242.454957 = -2535802.434739
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		SP:Iteration 119Q (141581.460000 sec): 3 clusters
  Score: Raw -2539049.068504 + Penalty 3242.454957 = -2535806.613547
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		SP:Iteration 120F (141581.730000 sec): 3 clusters
  Score: Raw -2539055.742743 + Penalty 3242.454957 = -2535813.287786
  nChanged 53
		SP:Iteration 121Q (141581.940000 sec): 3 clusters
  Score: Raw -2539062.758645 + Penalty 3242.454957 = -2535820.303689
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		SP:Iteration 122Q (141582.210000 sec): 3 clusters
  Score: Raw -2539070.661902 + Penalty 3242.454957 = -2535828.206946
  nChanged 45
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  Score: Raw -2539076.493747 + Penalty 3242.454957 = -2535834.038790
  nChanged 45
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  Score: Raw -2539083.245240 + Penalty 3242.454957 = -2535840.790283
  nChanged 58
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  Score: Raw -2539092.273908 + Penalty 3242.454957 = -2535849.818951
  nChanged 57
		SP:Iteration 126Q (141583.230000 sec): 3 clusters
  Score: Raw -2539102.250249 + Penalty 3242.454957 = -2535859.795293
  nChanged 62
		SP:Iteration 127Q (141583.510000 sec): 3 clusters
  Score: Raw -2539113.795987 + Penalty 3242.454957 = -2535871.341031
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  Score: Raw -2539125.044595 + Penalty 3242.454957 = -2535882.589639
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  Score: Raw -2539135.381181 + Penalty 3242.454957 = -2535892.926225
  nChanged 67
		SP:Iteration 130Q (141584.500000 sec): 3 clusters
  Score: Raw -2539146.713198 + Penalty 3242.454957 = -2535904.258241
  nChanged 79
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  Score: Raw -2539162.491789 + Penalty 3242.454957 = -2535920.036832
  nChanged 76
		SP:Iteration 132Q (141585.040000 sec): 3 clusters
  Score: Raw -2539177.346022 + Penalty 3242.454957 = -2535934.891065
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  Score: Raw -2539196.403827 + Penalty 3242.454957 = -2535953.948871
  nChanged 94
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  Score: Raw -2539219.386483 + Penalty 3242.454957 = -2535976.931526
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  Score: Raw -2539239.066777 + Penalty 3242.454957 = -2535996.611820
  nChanged 87
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  Score: Raw -2539256.462762 + Penalty 3242.454957 = -2536014.007805
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  Score: Raw -2539273.215695 + Penalty 3242.454957 = -2536030.760739
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  Score: Raw -2539289.228190 + Penalty 3242.454957 = -2536046.773233
  nChanged 81
		SP:Iteration 139Q (141587.190000 sec): 3 clusters
  Score: Raw -2539305.662958 + Penalty 3242.454957 = -2536063.208002
  nChanged 89
		SP:Iteration 140F (141587.480000 sec): 3 clusters
  Score: Raw -2539328.841239 + Penalty 3242.454957 = -2536086.386282
  nChanged 103
		SP:Iteration 141Q (141587.800000 sec): 3 clusters
  Score: Raw -2539360.286516 + Penalty 3242.454957 = -2536117.831560
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  Score: Raw -2539395.612567 + Penalty 3242.454957 = -2536153.157610
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  Score: Raw -2539433.515960 + Penalty 3242.454957 = -2536191.061004
  nChanged 103
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  Score: Raw -2539467.604954 + Penalty 3242.454957 = -2536225.149998
  nChanged 108
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  Score: Raw -2539499.676420 + Penalty 3242.454957 = -2536257.221463
  nChanged 97
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  Score: Raw -2539530.859125 + Penalty 3242.454957 = -2536288.404169
  nChanged 103
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  Score: Raw -2539564.744251 + Penalty 3242.454957 = -2536322.289294
  nChanged 85
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  Score: Raw -2539589.522265 + Penalty 3242.454957 = -2536347.067308
  nChanged 58
		SP:Iteration 149Q (141590.290000 sec): 3 clusters
  Score: Raw -2539607.116363 + Penalty 3242.454957 = -2536364.661406
  nChanged 56
		SP:Iteration 150Q (141590.570000 sec): 3 clusters
  Score: Raw -2539622.077578 + Penalty 3242.454957 = -2536379.622621
  nChanged 52
		SP:Iteration 151Q (141590.840000 sec): 3 clusters
  Score: Raw -2539635.022381 + Penalty 3242.454957 = -2536392.567424
  nChanged 50
		SP:Iteration 152Q (141591.040000 sec): 3 clusters
  Score: Raw -2539646.938682 + Penalty 3242.454957 = -2536404.483725
  nChanged 48
		SP:Iteration 153Q (141591.300000 sec): 3 clusters
  Score: Raw -2539657.734670 + Penalty 3242.454957 = -2536415.279714
  nChanged 39
		SP:Iteration 154Q (141591.580000 sec): 3 clusters
  Score: Raw -2539668.580115 + Penalty 3242.454957 = -2536426.125158
  nChanged 46
		SP:Iteration 155Q (141591.840000 sec): 3 clusters
  Score: Raw -2539679.215234 + Penalty 3242.454957 = -2536436.760277
  nChanged 28
		SP:Iteration 156Q (141592.110000 sec): 3 clusters
  Score: Raw -2539685.568251 + Penalty 3242.454957 = -2536443.113295
  nChanged 22
		SP:Iteration 157Q (141592.370000 sec): 3 clusters
  Score: Raw -2539689.836304 + Penalty 3242.454957 = -2536447.381348
  nChanged 19
		SP:Iteration 158Q (141592.620000 sec): 3 clusters
  Score: Raw -2539692.896657 + Penalty 3242.454957 = -2536450.441701
  nChanged 10
		SP:Iteration 159Q (141592.850000 sec): 3 clusters
  Score: Raw -2539694.457775 + Penalty 3242.454957 = -2536452.002818
  nChanged 6
		SP:Iteration 160F (141593.130000 sec): 3 clusters
  Score: Raw -2539695.164158 + Penalty 3242.454957 = -2536452.709201
  nChanged 4
		SP:Iteration 161Q (141593.380000 sec): 3 clusters
  Score: Raw -2539696.075508 + Penalty 3242.454957 = -2536453.620552
  nChanged 7
		SP:Iteration 162Q (141593.680000 sec): 3 clusters
  Score: Raw -2539697.625978 + Penalty 3242.454957 = -2536455.171021
  nChanged 6
		SP:Iteration 163Q (141594.070000 sec): 3 clusters
  Score: Raw -2539698.628010 + Penalty 3242.454957 = -2536456.173053
  nChanged 7
		SP:Iteration 164Q (141594.420000 sec): 3 clusters
  Score: Raw -2539699.430891 + Penalty 3242.454957 = -2536456.975935
  nChanged 3
		SP:Iteration 165Q (141594.770000 sec): 3 clusters
  Score: Raw -2539699.765484 + Penalty 3242.454957 = -2536457.310528
  nChanged 1
		SP:Iteration 166Q (141595.120000 sec): 3 clusters
  Score: Raw -2539699.948322 + Penalty 3242.454957 = -2536457.493366
  nChanged 1
		SP:Iteration 167Q (141595.470000 sec): 3 clusters
  Score: Raw -2539700.096561 + Penalty 3242.454957 = -2536457.641605
  nChanged 2
		SP:Iteration 168Q (141595.820000 sec): 3 clusters
  Score: Raw -2539700.508512 + Penalty 3242.454957 = -2536458.053555
  nChanged 3
		SP:Iteration 169Q (141596.170000 sec): 3 clusters
  Score: Raw -2539700.997171 + Penalty 3242.454957 = -2536458.542214
  nChanged 3
		SP:Iteration 170Q (141596.520000 sec): 3 clusters
  Score: Raw -2539701.683770 + Penalty 3242.454957 = -2536459.228813
  nChanged 3
		SP:Iteration 171Q (141596.870000 sec): 3 clusters
  Score: Raw -2539702.068900 + Penalty 3242.454957 = -2536459.613944
  nChanged 2
		SP:Iteration 172Q (141597.220000 sec): 3 clusters
  Score: Raw -2539702.340362 + Penalty 3242.454957 = -2536459.885405
  nChanged 3
		SP:Iteration 173Q (141597.570000 sec): 3 clusters
  Score: Raw -2539703.079798 + Penalty 3242.454957 = -2536460.624842
  nChanged 7
		SP:Iteration 174Q (141597.920000 sec): 3 clusters
  Score: Raw -2539704.897514 + Penalty 3242.454957 = -2536462.442557
  nChanged 4
		SP:Iteration 175Q (141598.270000 sec): 3 clusters
  Score: Raw -2539705.727246 + Penalty 3242.454957 = -2536463.272290
  nChanged 10
		SP:Iteration 176Q (141598.620000 sec): 3 clusters
  Score: Raw -2539708.244562 + Penalty 3242.454957 = -2536465.789606
  nChanged 9
		SP:Iteration 177Q (141598.970000 sec): 3 clusters
  Score: Raw -2539710.324194 + Penalty 3242.454957 = -2536467.869238
  nChanged 7
		SP:Iteration 178Q (141599.320000 sec): 3 clusters
  Score: Raw -2539712.320431 + Penalty 3242.454957 = -2536469.865475
  nChanged 9
		SP:Iteration 179Q (141599.670000 sec): 3 clusters
  Score: Raw -2539713.933022 + Penalty 3242.454957 = -2536471.478066
  nChanged 5
		SP:Iteration 180F (141600.020000 sec): 3 clusters
  Score: Raw -2539715.134582 + Penalty 3242.454957 = -2536472.679626
  nChanged 5
		SP:Iteration 181Q (141600.380000 sec): 3 clusters
  Score: Raw -2539716.554681 + Penalty 3242.454957 = -2536474.099724
  nChanged 7
		SP:Iteration 182Q (141600.650000 sec): 3 clusters
  Score: Raw -2539718.163017 + Penalty 3242.454957 = -2536475.708060
  nChanged 7
		SP:Iteration 183Q (141600.950000 sec): 3 clusters
  Score: Raw -2539719.280597 + Penalty 3242.454957 = -2536476.825641
  nChanged 5
		SP:Iteration 184Q (141601.300000 sec): 3 clusters
  Score: Raw -2539720.030998 + Penalty 3242.454957 = -2536477.576041
  nChanged 5
		SP:Iteration 185Q (141601.610000 sec): 3 clusters
  Score: Raw -2539720.802880 + Penalty 3242.454957 = -2536478.347923
  nChanged 3
		SP:Iteration 186Q (141601.820000 sec): 3 clusters
  Score: Raw -2539721.438915 + Penalty 3242.454957 = -2536478.983959
  nChanged 1
		SP:Iteration 187Q (141602.120000 sec): 3 clusters
  Score: Raw -2539721.548116 + Penalty 3242.454957 = -2536479.093159
  nChanged 0
		SP:Iteration 188F (141602.400000 sec): 3 clusters
  Score: Raw -2539721.548116 + Penalty 3242.454957 = -2536479.093159
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141602.500000 sec): 2 clusters
  Score: Raw -2096277.484818 + Penalty 1593.068987 = -2094684.415831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141602.760000 sec): 3 clusters
  Score: Raw -2085448.276297 + Penalty 3186.137974 = -2082262.138324
  nChanged 8119
		SP:Iteration 1F (141603.040000 sec): 3 clusters
  Score: Raw -2089844.827524 + Penalty 3186.137974 = -2086658.689551
  nChanged 906
		SP:Iteration 2F (141603.270000 sec): 3 clusters
  Score: Raw -2090141.222220 + Penalty 3186.137974 = -2086955.084246
  nChanged 824
		SP:Iteration 3Q (141603.550000 sec): 3 clusters
  Score: Raw -2090431.816711 + Penalty 3186.137974 = -2087245.678738
  nChanged 778
		SP:Iteration 4Q (141603.800000 sec): 3 clusters
  Score: Raw -2090715.637129 + Penalty 3186.137974 = -2087529.499156
  nChanged 734
		SP:Iteration 5Q (141604.040000 sec): 3 clusters
  Score: Raw -2090988.030931 + Penalty 3186.137974 = -2087801.892957
  nChanged 802
		SP:Iteration 6Q (141604.300000 sec): 3 clusters
  Score: Raw -2091333.361130 + Penalty 3186.137974 = -2088147.223156
  nChanged 923
		SP:Iteration 7F (141604.510000 sec): 3 clusters
  Score: Raw -2091852.416500 + Penalty 3186.137974 = -2088666.278526
  nChanged 1000
		SP:Iteration 8F (141604.730000 sec): 3 clusters
  Score: Raw -2092506.416942 + Penalty 3186.137974 = -2089320.278969
  nChanged 1096
		SP:Iteration 9F (141605.000000 sec): 3 clusters
  Score: Raw -2093349.549330 + Penalty 3186.137974 = -2090163.411357
  nChanged 1079
		SP:Iteration 10F (141605.280000 sec): 3 clusters
  Score: Raw -2094271.100490 + Penalty 3186.137974 = -2091084.962516
  nChanged 885
		SP:Iteration 11Q (141605.560000 sec): 3 clusters
  Score: Raw -2095071.087032 + Penalty 3186.137974 = -2091884.949059
  nChanged 617
		SP:Iteration 12Q (141605.850000 sec): 3 clusters
  Score: Raw -2095670.351459 + Penalty 3186.137974 = -2092484.213485
  nChanged 365
		SP:Iteration 13Q (141606.140000 sec): 3 clusters
  Score: Raw -2096036.016547 + Penalty 3186.137974 = -2092849.878574
  nChanged 206
		SP:Iteration 14Q (141606.420000 sec): 3 clusters
  Score: Raw -2096229.192898 + Penalty 3186.137974 = -2093043.054924
  nChanged 126
		SP:Iteration 15Q (141606.710000 sec): 3 clusters
  Score: Raw -2096341.273912 + Penalty 3186.137974 = -2093155.135938
  nChanged 88
		SP:Iteration 16Q (141607.000000 sec): 3 clusters
  Score: Raw -2096423.927265 + Penalty 3186.137974 = -2093237.789292
  nChanged 58
		SP:Iteration 17Q (141607.280000 sec): 3 clusters
  Score: Raw -2096473.395252 + Penalty 3186.137974 = -2093287.257278
  nChanged 47
		SP:Iteration 18Q (141607.570000 sec): 3 clusters
  Score: Raw -2096512.393746 + Penalty 3186.137974 = -2093326.255772
  nChanged 37
		SP:Iteration 19Q (141607.860000 sec): 3 clusters
  Score: Raw -2096545.068201 + Penalty 3186.137974 = -2093358.930227
  nChanged 30
		SP:Iteration 20F (141608.150000 sec): 3 clusters
  Score: Raw -2096566.706114 + Penalty 3186.137974 = -2093380.568140
  nChanged 17
		SP:Iteration 21Q (141608.480000 sec): 3 clusters
  Score: Raw -2096578.747915 + Penalty 3186.137974 = -2093392.609942
  nChanged 9
		SP:Iteration 22Q (141608.770000 sec): 3 clusters
  Score: Raw -2096587.159451 + Penalty 3186.137974 = -2093401.021477
  nChanged 6
		SP:Iteration 23Q (141609.050000 sec): 3 clusters
  Score: Raw -2096589.381414 + Penalty 3186.137974 = -2093403.243440
  nChanged 2
		SP:Iteration 24Q (141609.340000 sec): 3 clusters
  Score: Raw -2096590.813044 + Penalty 3186.137974 = -2093404.675070
  nChanged 2
		SP:Iteration 25Q (141609.630000 sec): 3 clusters
  Score: Raw -2096592.130752 + Penalty 3186.137974 = -2093405.992779
  nChanged 3
		SP:Iteration 26Q (141609.920000 sec): 3 clusters
  Score: Raw -2096593.536043 + Penalty 3186.137974 = -2093407.398069
  nChanged 2
		SP:Iteration 27Q (141610.200000 sec): 3 clusters
  Score: Raw -2096594.930935 + Penalty 3186.137974 = -2093408.792961
  nChanged 3
		SP:Iteration 28Q (141610.490000 sec): 3 clusters
  Score: Raw -2096596.113635 + Penalty 3186.137974 = -2093409.975662
  nChanged 0
		SP:Iteration 29F (141610.780000 sec): 3 clusters
  Score: Raw -2096596.113635 + Penalty 3186.137974 = -2093409.975662
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141610.840000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141611.020000 sec): 3 clusters
  Score: Raw -59123.269923 + Penalty 2040.519463 = -57082.750460
  nChanged 116
		SP:Iteration 1F (141611.190000 sec): 3 clusters
  Score: Raw -59283.844889 + Penalty 2040.519463 = -57243.325426
  nChanged 36
		SP:Iteration 2F (141611.370000 sec): 3 clusters
  Score: Raw -59354.983942 + Penalty 2040.519463 = -57314.464479
  nChanged 21
		SP:Iteration 3Q (141611.550000 sec): 3 clusters
  Score: Raw -59388.865680 + Penalty 2040.519463 = -57348.346217
  nChanged 19
		SP:Iteration 4Q (141611.720000 sec): 3 clusters
  Score: Raw -59421.523940 + Penalty 2040.519463 = -57381.004477
  nChanged 12
		SP:Iteration 5Q (141611.900000 sec): 3 clusters
  Score: Raw -59441.053209 + Penalty 2040.519463 = -57400.533746
  nChanged 11
		SP:Iteration 6Q (141612.070000 sec): 3 clusters
  Score: Raw -59469.227331 + Penalty 2040.519463 = -57428.707868
  nChanged 5
		SP:Iteration 7Q (141612.250000 sec): 3 clusters
  Score: Raw -59479.548274 + Penalty 2040.519463 = -57439.028811
  nChanged 1
		SP:Iteration 8Q (141612.430000 sec): 3 clusters
  Score: Raw -59480.409405 + Penalty 2040.519463 = -57439.889942
  nChanged 0
		SP:Iteration 9F (141612.600000 sec): 3 clusters
  Score: Raw -59480.409405 + Penalty 2040.519463 = -57439.889942
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (60736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141613.050000 sec): 2 clusters
  Score: Raw -7104258.082194 + Penalty 1789.822431 = -7102468.259763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141613.680000 sec): 3 clusters
  Score: Raw -7065501.417452 + Penalty 3579.644862 = -7061921.772590
  nChanged 28727
		SP:Iteration 1F (141614.150000 sec): 3 clusters
  Score: Raw -7081581.880384 + Penalty 3579.644862 = -7078002.235522
  nChanged 2082
		SP:Iteration 2Q (141614.630000 sec): 3 clusters
  Score: Raw -7082119.199917 + Penalty 3579.644862 = -7078539.555056
  nChanged 2162
		SP:Iteration 3Q (141615.130000 sec): 3 clusters
  Score: Raw -7082784.878709 + Penalty 3579.644862 = -7079205.233848
  nChanged 2336
		SP:Iteration 4Q (141615.630000 sec): 3 clusters
  Score: Raw -7083723.194286 + Penalty 3579.644862 = -7080143.549424
  nChanged 2819
		SP:Iteration 5Q (141616.230000 sec): 3 clusters
  Score: Raw -7085154.291445 + Penalty 3579.644862 = -7081574.646583
  nChanged 3384
		SP:Iteration 6F (141616.830000 sec): 3 clusters
  Score: Raw -7087226.807018 + Penalty 3579.644862 = -7083647.162156
  nChanged 3778
		SP:Iteration 7F (141617.410000 sec): 3 clusters
  Score: Raw -7089764.914644 + Penalty 3579.644862 = -7086185.269782
  nChanged 3864
		SP:Iteration 8F (141617.990000 sec): 3 clusters
  Score: Raw -7092456.161909 + Penalty 3579.644862 = -7088876.517047
  nChanged 3492
		SP:Iteration 9F (141618.540000 sec): 3 clusters
  Score: Raw -7094835.219546 + Penalty 3579.644862 = -7091255.574684
  nChanged 2803
		SP:Iteration 10Q (141619.080000 sec): 3 clusters
  Score: Raw -7096391.433673 + Penalty 3579.644862 = -7092811.788812
  nChanged 1929
		SP:Iteration 11Q (141619.660000 sec): 3 clusters
  Score: Raw -7097228.904816 + Penalty 3579.644862 = -7093649.259955
  nChanged 1382
		SP:Iteration 12Q (141620.250000 sec): 3 clusters
  Score: Raw -7097808.562597 + Penalty 3579.644862 = -7094228.917736
  nChanged 1201
		SP:Iteration 13Q (141620.830000 sec): 3 clusters
  Score: Raw -7098303.349537 + Penalty 3579.644862 = -7094723.704675
  nChanged 1172
		SP:Iteration 14Q (141621.440000 sec): 3 clusters
  Score: Raw -7098820.119252 + Penalty 3579.644862 = -7095240.474390
  nChanged 1177
		SP:Iteration 15Q (141622.070000 sec): 3 clusters
  Score: Raw -7099396.522919 + Penalty 3579.644862 = -7095816.878057
  nChanged 1142
		SP:Iteration 16Q (141622.700000 sec): 3 clusters
  Score: Raw -7100024.554412 + Penalty 3579.644862 = -7096444.909550
  nChanged 1150
		SP:Iteration 17Q (141623.170000 sec): 3 clusters
  Score: Raw -7100671.063224 + Penalty 3579.644862 = -7097091.418362
  nChanged 1086
		SP:Iteration 18Q (141623.690000 sec): 3 clusters
  Score: Raw -7101245.018369 + Penalty 3579.644862 = -7097665.373508
  nChanged 969
		SP:Iteration 19Q (141624.150000 sec): 3 clusters
  Score: Raw -7101703.368875 + Penalty 3579.644862 = -7098123.724014
  nChanged 881
		SP:Iteration 20F (141624.590000 sec): 3 clusters
  Score: Raw -7102084.163185 + Penalty 3579.644862 = -7098504.518323
  nChanged 745
		SP:Iteration 21Q (141625.110000 sec): 3 clusters
  Score: Raw -7102370.725347 + Penalty 3579.644862 = -7098791.080485
  nChanged 679
		SP:Iteration 22Q (141625.680000 sec): 3 clusters
  Score: Raw -7102616.282606 + Penalty 3579.644862 = -7099036.637745
  nChanged 591
		SP:Iteration 23Q (141626.280000 sec): 3 clusters
  Score: Raw -7102803.761770 + Penalty 3579.644862 = -7099224.116908
  nChanged 518
		SP:Iteration 24Q (141626.860000 sec): 3 clusters
  Score: Raw -7102958.634432 + Penalty 3579.644862 = -7099378.989571
  nChanged 481
		SP:Iteration 25Q (141627.490000 sec): 3 clusters
  Score: Raw -7103103.778012 + Penalty 3579.644862 = -7099524.133150
  nChanged 475
		SP:Iteration 26Q (141628.130000 sec): 3 clusters
  Score: Raw -7103249.599084 + Penalty 3579.644862 = -7099669.954222
  nChanged 451
		SP:Iteration 27Q (141628.760000 sec): 3 clusters
  Score: Raw -7103388.519782 + Penalty 3579.644862 = -7099808.874921
  nChanged 419
		SP:Iteration 28Q (141629.340000 sec): 3 clusters
  Score: Raw -7103511.078474 + Penalty 3579.644862 = -7099931.433612
  nChanged 400
		SP:Iteration 29Q (141629.930000 sec): 3 clusters
  Score: Raw -7103618.118912 + Penalty 3579.644862 = -7100038.474050
  nChanged 345
		SP:Iteration 30Q (141630.570000 sec): 3 clusters
  Score: Raw -7103709.675548 + Penalty 3579.644862 = -7100130.030686
  nChanged 310
		SP:Iteration 31Q (141631.200000 sec): 3 clusters
  Score: Raw -7103785.216015 + Penalty 3579.644862 = -7100205.571153
  nChanged 287
		SP:Iteration 32Q (141631.770000 sec): 3 clusters
  Score: Raw -7103849.857181 + Penalty 3579.644862 = -7100270.212319
  nChanged 265
		SP:Iteration 33Q (141632.230000 sec): 3 clusters
  Score: Raw -7103910.151577 + Penalty 3579.644862 = -7100330.506715
  nChanged 234
		SP:Iteration 34Q (141632.720000 sec): 3 clusters
  Score: Raw -7103958.961605 + Penalty 3579.644862 = -7100379.316743
  nChanged 221
		SP:Iteration 35Q (141633.160000 sec): 3 clusters
  Score: Raw -7104008.185838 + Penalty 3579.644862 = -7100428.540976
  nChanged 212
		SP:Iteration 36Q (141633.610000 sec): 3 clusters
  Score: Raw -7104055.177065 + Penalty 3579.644862 = -7100475.532203
  nChanged 201
		SP:Iteration 37Q (141634.040000 sec): 3 clusters
  Score: Raw -7104099.957059 + Penalty 3579.644862 = -7100520.312198
  nChanged 191
		SP:Iteration 38Q (141634.570000 sec): 3 clusters
  Score: Raw -7104139.338498 + Penalty 3579.644862 = -7100559.693636
  nChanged 180
		SP:Iteration 39Q (141635.090000 sec): 3 clusters
  Score: Raw -7104178.328723 + Penalty 3579.644862 = -7100598.683861
  nChanged 190
		SP:Iteration 40F (141635.670000 sec): 3 clusters
  Score: Raw -7104220.549237 + Penalty 3579.644862 = -7100640.904375
  nChanged 172
		SP:Iteration 41Q (141636.260000 sec): 3 clusters
  Score: Raw -7104261.796458 + Penalty 3579.644862 = -7100682.151597
  nChanged 182
		SP:Iteration 42Q (141636.850000 sec): 3 clusters
  Score: Raw -7104301.506062 + Penalty 3579.644862 = -7100721.861201
  nChanged 162
		SP:Iteration 43Q (141637.410000 sec): 3 clusters
  Score: Raw -7104337.659663 + Penalty 3579.644862 = -7100758.014801
  nChanged 150
		SP:Iteration 44Q (141637.950000 sec): 3 clusters
  Score: Raw -7104371.186821 + Penalty 3579.644862 = -7100791.541959
  nChanged 149
		SP:Iteration 45Q (141638.510000 sec): 3 clusters
  Score: Raw -7104406.379956 + Penalty 3579.644862 = -7100826.735094
  nChanged 157
		SP:Iteration 46Q (141639.060000 sec): 3 clusters
  Score: Raw -7104444.759094 + Penalty 3579.644862 = -7100865.114232
  nChanged 132
		SP:Iteration 47Q (141639.610000 sec): 3 clusters
  Score: Raw -7104476.901948 + Penalty 3579.644862 = -7100897.257087
  nChanged 119
		SP:Iteration 48Q (141640.160000 sec): 3 clusters
  Score: Raw -7104505.676632 + Penalty 3579.644862 = -7100926.031770
  nChanged 132
		SP:Iteration 49Q (141640.670000 sec): 3 clusters
  Score: Raw -7104537.255869 + Penalty 3579.644862 = -7100957.611007
  nChanged 126
		SP:Iteration 50Q (141641.110000 sec): 3 clusters
  Score: Raw -7104567.931504 + Penalty 3579.644862 = -7100988.286642
  nChanged 114
		SP:Iteration 51Q (141641.510000 sec): 3 clusters
  Score: Raw -7104597.971609 + Penalty 3579.644862 = -7101018.326747
  nChanged 106
		SP:Iteration 52Q (141641.920000 sec): 3 clusters
  Score: Raw -7104626.011755 + Penalty 3579.644862 = -7101046.366893
  nChanged 108
		SP:Iteration 53Q (141642.440000 sec): 3 clusters
  Score: Raw -7104656.269254 + Penalty 3579.644862 = -7101076.624392
  nChanged 107
		SP:Iteration 54Q (141643.040000 sec): 3 clusters
  Score: Raw -7104684.791761 + Penalty 3579.644862 = -7101105.146900
  nChanged 77
		SP:Iteration 55Q (141643.630000 sec): 3 clusters
  Score: Raw -7104704.614652 + Penalty 3579.644862 = -7101124.969790
  nChanged 76
		SP:Iteration 56Q (141644.220000 sec): 3 clusters
  Score: Raw -7104724.289421 + Penalty 3579.644862 = -7101144.644559
  nChanged 70
		SP:Iteration 57Q (141644.780000 sec): 3 clusters
  Score: Raw -7104740.980528 + Penalty 3579.644862 = -7101161.335667
  nChanged 59
		SP:Iteration 58Q (141645.360000 sec): 3 clusters
  Score: Raw -7104753.640326 + Penalty 3579.644862 = -7101173.995464
  nChanged 52
		SP:Iteration 59Q (141645.910000 sec): 3 clusters
  Score: Raw -7104764.416431 + Penalty 3579.644862 = -7101184.771570
  nChanged 57
		SP:Iteration 60F (141646.510000 sec): 3 clusters
  Score: Raw -7104775.753525 + Penalty 3579.644862 = -7101196.108664
  nChanged 42
		SP:Iteration 61Q (141647.110000 sec): 3 clusters
  Score: Raw -7104783.211022 + Penalty 3579.644862 = -7101203.566161
  nChanged 25
		SP:Iteration 62Q (141647.710000 sec): 3 clusters
  Score: Raw -7104787.541927 + Penalty 3579.644862 = -7101207.897065
  nChanged 32
		SP:Iteration 63Q (141648.260000 sec): 3 clusters
  Score: Raw -7104794.287370 + Penalty 3579.644862 = -7101214.642508
  nChanged 31
		SP:Iteration 64Q (141648.710000 sec): 3 clusters
  Score: Raw -7104800.090930 + Penalty 3579.644862 = -7101220.446069
  nChanged 23
		SP:Iteration 65Q (141649.150000 sec): 3 clusters
  Score: Raw -7104804.067746 + Penalty 3579.644862 = -7101224.422885
  nChanged 16
		SP:Iteration 66Q (141649.580000 sec): 3 clusters
  Score: Raw -7104806.898400 + Penalty 3579.644862 = -7101227.253539
  nChanged 21
		SP:Iteration 67Q (141650.060000 sec): 3 clusters
  Score: Raw -7104811.097605 + Penalty 3579.644862 = -7101231.452743
  nChanged 24
		SP:Iteration 68Q (141650.520000 sec): 3 clusters
  Score: Raw -7104816.890744 + Penalty 3579.644862 = -7101237.245882
  nChanged 27
		SP:Iteration 69Q (141650.930000 sec): 3 clusters
  Score: Raw -7104822.463521 + Penalty 3579.644862 = -7101242.818659
  nChanged 17
		SP:Iteration 70Q (141651.530000 sec): 3 clusters
  Score: Raw -7104825.339150 + Penalty 3579.644862 = -7101245.694288
  nChanged 20
		SP:Iteration 71Q (141652.070000 sec): 3 clusters
  Score: Raw -7104828.503722 + Penalty 3579.644862 = -7101248.858860
  nChanged 19
		SP:Iteration 72Q (141652.620000 sec): 3 clusters
  Score: Raw -7104832.461845 + Penalty 3579.644862 = -7101252.816983
  nChanged 23
		SP:Iteration 73Q (141653.170000 sec): 3 clusters
  Score: Raw -7104840.042321 + Penalty 3579.644862 = -7101260.397459
  nChanged 34
		SP:Iteration 74Q (141653.730000 sec): 3 clusters
  Score: Raw -7104849.931226 + Penalty 3579.644862 = -7101270.286364
  nChanged 32
		SP:Iteration 75Q (141654.270000 sec): 3 clusters
  Score: Raw -7104856.721417 + Penalty 3579.644862 = -7101277.076555
  nChanged 20
		SP:Iteration 76Q (141654.830000 sec): 3 clusters
  Score: Raw -7104861.305030 + Penalty 3579.644862 = -7101281.660169
  nChanged 25
		SP:Iteration 77Q (141655.380000 sec): 3 clusters
  Score: Raw -7104867.548257 + Penalty 3579.644862 = -7101287.903395
  nChanged 16
		SP:Iteration 78Q (141655.930000 sec): 3 clusters
  Score: Raw -7104871.311730 + Penalty 3579.644862 = -7101291.666868
  nChanged 16
		SP:Iteration 79Q (141656.490000 sec): 3 clusters
  Score: Raw -7104874.402397 + Penalty 3579.644862 = -7101294.757536
  nChanged 14
		SP:Iteration 80F (141657.090000 sec): 3 clusters
  Score: Raw -7104876.377233 + Penalty 3579.644862 = -7101296.732371
  nChanged 13
		SP:Iteration 81Q (141657.600000 sec): 3 clusters
  Score: Raw -7104878.639360 + Penalty 3579.644862 = -7101298.994499
  nChanged 12
		SP:Iteration 82Q (141658.060000 sec): 3 clusters
  Score: Raw -7104880.731766 + Penalty 3579.644862 = -7101301.086904
  nChanged 18
		SP:Iteration 83Q (141658.540000 sec): 3 clusters
  Score: Raw -7104884.394793 + Penalty 3579.644862 = -7101304.749932
  nChanged 24
		SP:Iteration 84Q (141658.950000 sec): 3 clusters
  Score: Raw -7104889.820688 + Penalty 3579.644862 = -7101310.175826
  nChanged 17
		SP:Iteration 85Q (141659.390000 sec): 3 clusters
  Score: Raw -7104894.148145 + Penalty 3579.644862 = -7101314.503283
  nChanged 12
		SP:Iteration 86Q (141659.900000 sec): 3 clusters
  Score: Raw -7104897.570874 + Penalty 3579.644862 = -7101317.926012
  nChanged 11
		SP:Iteration 87Q (141660.450000 sec): 3 clusters
  Score: Raw -7104900.312781 + Penalty 3579.644862 = -7101320.667920
  nChanged 15
		SP:Iteration 88Q (141661.000000 sec): 3 clusters
  Score: Raw -7104902.981163 + Penalty 3579.644862 = -7101323.336301
  nChanged 14
		SP:Iteration 89Q (141661.550000 sec): 3 clusters
  Score: Raw -7104906.369001 + Penalty 3579.644862 = -7101326.724139
  nChanged 21
		SP:Iteration 90Q (141662.090000 sec): 3 clusters
  Score: Raw -7104911.952897 + Penalty 3579.644862 = -7101332.308036
  nChanged 16
		SP:Iteration 91Q (141662.650000 sec): 3 clusters
  Score: Raw -7104915.384869 + Penalty 3579.644862 = -7101335.740008
  nChanged 16
		SP:Iteration 92Q (141663.190000 sec): 3 clusters
  Score: Raw -7104919.157252 + Penalty 3579.644862 = -7101339.512390
  nChanged 8
		SP:Iteration 93Q (141663.750000 sec): 3 clusters
  Score: Raw -7104920.713298 + Penalty 3579.644862 = -7101341.068437
  nChanged 14
		SP:Iteration 94Q (141664.340000 sec): 3 clusters
  Score: Raw -7104923.600432 + Penalty 3579.644862 = -7101343.955571
  nChanged 17
		SP:Iteration 95Q (141664.940000 sec): 3 clusters
  Score: Raw -7104927.087159 + Penalty 3579.644862 = -7101347.442297
  nChanged 18
		SP:Iteration 96Q (141665.530000 sec): 3 clusters
  Score: Raw -7104930.156305 + Penalty 3579.644862 = -7101350.511443
  nChanged 13
		SP:Iteration 97Q (141666.110000 sec): 3 clusters
  Score: Raw -7104932.609096 + Penalty 3579.644862 = -7101352.964235
  nChanged 7
		SP:Iteration 98Q (141666.580000 sec): 3 clusters
  Score: Raw -7104933.805666 + Penalty 3579.644862 = -7101354.160804
  nChanged 6
		SP:Iteration 99Q (141667.000000 sec): 3 clusters
  Score: Raw -7104934.696505 + Penalty 3579.644862 = -7101355.051644
  nChanged 4
		SP:Iteration 100F (141667.510000 sec): 3 clusters
  Score: Raw -7104935.423479 + Penalty 3579.644862 = -7101355.778617
  nChanged 5
		SP:Iteration 101Q (141667.940000 sec): 3 clusters
  Score: Raw -7104936.135262 + Penalty 3579.644862 = -7101356.490400
  nChanged 1
		SP:Iteration 102Q (141668.530000 sec): 3 clusters
  Score: Raw -7104936.425847 + Penalty 3579.644862 = -7101356.780986
  nChanged 0
		SP:Iteration 103F (141669.210000 sec): 3 clusters
  Score: Raw -7104936.425847 + Penalty 3579.644862 = -7101356.780986
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (97631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141669.810000 sec): 2 clusters
  Score: Raw -11073507.216248 + Penalty 1866.954431 = -11071640.261817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141670.760000 sec): 3 clusters
  Score: Raw -11009905.802302 + Penalty 3733.908862 = -11006171.893440
  nChanged 46752
		SP:Iteration 1F (141671.670000 sec): 3 clusters
  Score: Raw -11037812.886791 + Penalty 3733.908862 = -11034078.977928
  nChanged 4243
		SP:Iteration 2Q (141672.630000 sec): 3 clusters
  Score: Raw -11039425.538770 + Penalty 3733.908862 = -11035691.629908
  nChanged 4664
		SP:Iteration 3Q (141673.540000 sec): 3 clusters
  Score: Raw -11041547.385044 + Penalty 3733.908862 = -11037813.476182
  nChanged 5326
		SP:Iteration 4F (141674.300000 sec): 3 clusters
  Score: Raw -11044274.731014 + Penalty 3733.908862 = -11040540.822152
  nChanged 5756
		SP:Iteration 5F (141675.010000 sec): 3 clusters
  Score: Raw -11047602.408115 + Penalty 3733.908862 = -11043868.499253
  nChanged 6030
		SP:Iteration 6F (141675.650000 sec): 3 clusters
  Score: Raw -11051450.891943 + Penalty 3733.908862 = -11047716.983081
  nChanged 5880
		SP:Iteration 7F (141676.430000 sec): 3 clusters
  Score: Raw -11055336.893575 + Penalty 3733.908862 = -11051602.984713
  nChanged 5223
		SP:Iteration 8F (141677.240000 sec): 3 clusters
  Score: Raw -11058525.206441 + Penalty 3733.908862 = -11054791.297579
  nChanged 4133
		SP:Iteration 9Q (141678.110000 sec): 3 clusters
  Score: Raw -11060579.126902 + Penalty 3733.908862 = -11056845.218039
  nChanged 2905
		SP:Iteration 10Q (141678.970000 sec): 3 clusters
  Score: Raw -11061675.825996 + Penalty 3733.908862 = -11057941.917134
  nChanged 2058
		SP:Iteration 11Q (141679.830000 sec): 3 clusters
  Score: Raw -11062359.754639 + Penalty 3733.908862 = -11058625.845777
  nChanged 1772
		SP:Iteration 12Q (141680.700000 sec): 3 clusters
  Score: Raw -11062949.719710 + Penalty 3733.908862 = -11059215.810848
  nChanged 1824
		SP:Iteration 13Q (141681.540000 sec): 3 clusters
  Score: Raw -11063605.323189 + Penalty 3733.908862 = -11059871.414327
  nChanged 1843
		SP:Iteration 14Q (141682.240000 sec): 3 clusters
  Score: Raw -11064305.922851 + Penalty 3733.908862 = -11060572.013989
  nChanged 1938
		SP:Iteration 15Q (141682.980000 sec): 3 clusters
  Score: Raw -11065092.505722 + Penalty 3733.908862 = -11061358.596859
  nChanged 1948
		SP:Iteration 16Q (141683.680000 sec): 3 clusters
  Score: Raw -11065970.303961 + Penalty 3733.908862 = -11062236.395099
  nChanged 1922
		SP:Iteration 17Q (141684.490000 sec): 3 clusters
  Score: Raw -11066899.407670 + Penalty 3733.908862 = -11063165.498808
  nChanged 1895
		SP:Iteration 18Q (141685.280000 sec): 3 clusters
  Score: Raw -11067946.632975 + Penalty 3733.908862 = -11064212.724113
  nChanged 1803
		SP:Iteration 19Q (141686.060000 sec): 3 clusters
  Score: Raw -11069014.337438 + Penalty 3733.908862 = -11065280.428576
  nChanged 1631
		SP:Iteration 20F (141686.920000 sec): 3 clusters
  Score: Raw -11070004.698421 + Penalty 3733.908862 = -11066270.789559
  nChanged 1470
		SP:Iteration 21Q (141687.750000 sec): 3 clusters
  Score: Raw -11070872.426658 + Penalty 3733.908862 = -11067138.517796
  nChanged 1256
		SP:Iteration 22Q (141688.570000 sec): 3 clusters
  Score: Raw -11071524.809800 + Penalty 3733.908862 = -11067790.900938
  nChanged 1050
		SP:Iteration 23Q (141689.410000 sec): 3 clusters
  Score: Raw -11072002.563500 + Penalty 3733.908862 = -11068268.654638
  nChanged 892
		SP:Iteration 24Q (141690.090000 sec): 3 clusters
  Score: Raw -11072370.002221 + Penalty 3733.908862 = -11068636.093359
  nChanged 790
		SP:Iteration 25Q (141690.710000 sec): 3 clusters
  Score: Raw -11072700.111801 + Penalty 3733.908862 = -11068966.202939
  nChanged 715
		SP:Iteration 26Q (141691.390000 sec): 3 clusters
  Score: Raw -11073011.649637 + Penalty 3733.908862 = -11069277.740775
  nChanged 617
		SP:Iteration 27Q (141692.030000 sec): 3 clusters
  Score: Raw -11073268.736735 + Penalty 3733.908862 = -11069534.827873
  nChanged 492
		SP:Iteration 28Q (141692.750000 sec): 3 clusters
  Score: Raw -11073470.143647 + Penalty 3733.908862 = -11069736.234785
  nChanged 438
		SP:Iteration 29Q (141693.440000 sec): 3 clusters
  Score: Raw -11073656.224367 + Penalty 3733.908862 = -11069922.315505
  nChanged 396
		SP:Iteration 30Q (141694.230000 sec): 3 clusters
  Score: Raw -11073813.474257 + Penalty 3733.908862 = -11070079.565395
  nChanged 329
		SP:Iteration 31Q (141695.030000 sec): 3 clusters
  Score: Raw -11073953.050478 + Penalty 3733.908862 = -11070219.141615
  nChanged 273
		SP:Iteration 32Q (141695.870000 sec): 3 clusters
  Score: Raw -11074075.297914 + Penalty 3733.908862 = -11070341.389052
  nChanged 251
		SP:Iteration 33Q (141696.670000 sec): 3 clusters
  Score: Raw -11074186.105795 + Penalty 3733.908862 = -11070452.196933
  nChanged 204
		SP:Iteration 34Q (141697.450000 sec): 3 clusters
  Score: Raw -11074266.663545 + Penalty 3733.908862 = -11070532.754682
  nChanged 184
		SP:Iteration 35Q (141698.070000 sec): 3 clusters
  Score: Raw -11074326.412639 + Penalty 3733.908862 = -11070592.503777
  nChanged 143
		SP:Iteration 36Q (141698.760000 sec): 3 clusters
  Score: Raw -11074370.839180 + Penalty 3733.908862 = -11070636.930318
  nChanged 111
		SP:Iteration 37Q (141699.300000 sec): 3 clusters
  Score: Raw -11074398.313257 + Penalty 3733.908862 = -11070664.404395
  nChanged 90
		SP:Iteration 38Q (141699.990000 sec): 3 clusters
  Score: Raw -11074419.143767 + Penalty 3733.908862 = -11070685.234904
  nChanged 81
		SP:Iteration 39Q (141700.740000 sec): 3 clusters
  Score: Raw -11074436.695614 + Penalty 3733.908862 = -11070702.786752
  nChanged 78
		SP:Iteration 40F (141701.630000 sec): 3 clusters
  Score: Raw -11074454.523419 + Penalty 3733.908862 = -11070720.614557
  nChanged 74
		SP:Iteration 41Q (141702.410000 sec): 3 clusters
  Score: Raw -11074472.480363 + Penalty 3733.908862 = -11070738.571501
  nChanged 59
		SP:Iteration 42Q (141703.210000 sec): 3 clusters
  Score: Raw -11074485.290046 + Penalty 3733.908862 = -11070751.381184
  nChanged 54
		SP:Iteration 43Q (141703.930000 sec): 3 clusters
  Score: Raw -11074494.763070 + Penalty 3733.908862 = -11070760.854208
  nChanged 53
		SP:Iteration 44Q (141704.680000 sec): 3 clusters
  Score: Raw -11074505.888023 + Penalty 3733.908862 = -11070771.979161
  nChanged 54
		SP:Iteration 45Q (141705.470000 sec): 3 clusters
  Score: Raw -11074515.946162 + Penalty 3733.908862 = -11070782.037300
  nChanged 45
		SP:Iteration 46Q (141706.070000 sec): 3 clusters
  Score: Raw -11074523.935208 + Penalty 3733.908862 = -11070790.026346
  nChanged 31
		SP:Iteration 47Q (141706.700000 sec): 3 clusters
  Score: Raw -11074528.944437 + Penalty 3733.908862 = -11070795.035575
  nChanged 26
		SP:Iteration 48Q (141707.310000 sec): 3 clusters
  Score: Raw -11074534.131323 + Penalty 3733.908862 = -11070800.222461
  nChanged 24
		SP:Iteration 49Q (141707.900000 sec): 3 clusters
  Score: Raw -11074538.350990 + Penalty 3733.908862 = -11070804.442128
  nChanged 24
		SP:Iteration 50Q (141708.660000 sec): 3 clusters
  Score: Raw -11074541.650064 + Penalty 3733.908862 = -11070807.741202
  nChanged 23
		SP:Iteration 51Q (141709.450000 sec): 3 clusters
  Score: Raw -11074545.461180 + Penalty 3733.908862 = -11070811.552318
  nChanged 22
		SP:Iteration 52Q (141710.200000 sec): 3 clusters
  Score: Raw -11074549.292064 + Penalty 3733.908862 = -11070815.383202
  nChanged 13
		SP:Iteration 53Q (141711.000000 sec): 3 clusters
  Score: Raw -11074550.749282 + Penalty 3733.908862 = -11070816.840420
  nChanged 12
		SP:Iteration 54Q (141711.750000 sec): 3 clusters
  Score: Raw -11074553.312164 + Penalty 3733.908862 = -11070819.403302
  nChanged 16
		SP:Iteration 55Q (141712.540000 sec): 3 clusters
  Score: Raw -11074556.648571 + Penalty 3733.908862 = -11070822.739709
  nChanged 19
		SP:Iteration 56Q (141713.290000 sec): 3 clusters
  Score: Raw -11074561.613967 + Penalty 3733.908862 = -11070827.705105
  nChanged 22
		SP:Iteration 57Q (141713.910000 sec): 3 clusters
  Score: Raw -11074566.429042 + Penalty 3733.908862 = -11070832.520180
  nChanged 24
		SP:Iteration 58Q (141714.500000 sec): 3 clusters
  Score: Raw -11074570.999509 + Penalty 3733.908862 = -11070837.090647
  nChanged 29
		SP:Iteration 59Q (141715.110000 sec): 3 clusters
  Score: Raw -11074578.500951 + Penalty 3733.908862 = -11070844.592089
  nChanged 28
		SP:Iteration 60F (141715.880000 sec): 3 clusters
  Score: Raw -11074586.533806 + Penalty 3733.908862 = -11070852.624944
  nChanged 26
		SP:Iteration 61Q (141716.720000 sec): 3 clusters
  Score: Raw -11074592.852760 + Penalty 3733.908862 = -11070858.943898
  nChanged 29
		SP:Iteration 62Q (141717.520000 sec): 3 clusters
  Score: Raw -11074600.041489 + Penalty 3733.908862 = -11070866.132626
  nChanged 39
		SP:Iteration 63Q (141718.260000 sec): 3 clusters
  Score: Raw -11074609.892653 + Penalty 3733.908862 = -11070875.983791
  nChanged 34
		SP:Iteration 64Q (141719.060000 sec): 3 clusters
  Score: Raw -11074618.909041 + Penalty 3733.908862 = -11070885.000179
  nChanged 42
		SP:Iteration 65Q (141719.810000 sec): 3 clusters
  Score: Raw -11074632.623130 + Penalty 3733.908862 = -11070898.714268
  nChanged 40
		SP:Iteration 66Q (141720.610000 sec): 3 clusters
  Score: Raw -11074648.963512 + Penalty 3733.908862 = -11070915.054650
  nChanged 38
		SP:Iteration 67Q (141721.400000 sec): 3 clusters
  Score: Raw -11074662.471335 + Penalty 3733.908862 = -11070928.562473
  nChanged 36
		SP:Iteration 68Q (141722.040000 sec): 3 clusters
  Score: Raw -11074673.746421 + Penalty 3733.908862 = -11070939.837559
  nChanged 34
		SP:Iteration 69Q (141722.680000 sec): 3 clusters
  Score: Raw -11074684.113781 + Penalty 3733.908862 = -11070950.204919
  nChanged 26
		SP:Iteration 70Q (141723.330000 sec): 3 clusters
  Score: Raw -11074693.177004 + Penalty 3733.908862 = -11070959.268142
  nChanged 36
		SP:Iteration 71Q (141723.920000 sec): 3 clusters
  Score: Raw -11074705.357207 + Penalty 3733.908862 = -11070971.448345
  nChanged 37
		SP:Iteration 72Q (141724.710000 sec): 3 clusters
  Score: Raw -11074718.166114 + Penalty 3733.908862 = -11070984.257252
  nChanged 42
		SP:Iteration 73Q (141725.470000 sec): 3 clusters
  Score: Raw -11074733.799204 + Penalty 3733.908862 = -11070999.890341
  nChanged 49
		SP:Iteration 74Q (141726.260000 sec): 3 clusters
  Score: Raw -11074755.178850 + Penalty 3733.908862 = -11071021.269988
  nChanged 57
		SP:Iteration 75Q (141727.020000 sec): 3 clusters
  Score: Raw -11074781.297014 + Penalty 3733.908862 = -11071047.388152
  nChanged 56
		SP:Iteration 76Q (141727.810000 sec): 3 clusters
  Score: Raw -11074801.669114 + Penalty 3733.908862 = -11071067.760252
  nChanged 41
		SP:Iteration 77Q (141728.560000 sec): 3 clusters
  Score: Raw -11074816.159624 + Penalty 3733.908862 = -11071082.250762
  nChanged 47
		SP:Iteration 78Q (141729.360000 sec): 3 clusters
  Score: Raw -11074829.160343 + Penalty 3733.908862 = -11071095.251481
  nChanged 37
		SP:Iteration 79Q (141729.970000 sec): 3 clusters
  Score: Raw -11074841.459695 + Penalty 3733.908862 = -11071107.550833
  nChanged 34
		SP:Iteration 80F (141730.680000 sec): 3 clusters
  Score: Raw -11074850.948824 + Penalty 3733.908862 = -11071117.039962
  nChanged 29
		SP:Iteration 81Q (141731.340000 sec): 3 clusters
  Score: Raw -11074858.671098 + Penalty 3733.908862 = -11071124.762236
  nChanged 31
		SP:Iteration 82Q (141732.060000 sec): 3 clusters
  Score: Raw -11074866.503254 + Penalty 3733.908862 = -11071132.594392
  nChanged 27
		SP:Iteration 83Q (141732.850000 sec): 3 clusters
  Score: Raw -11074873.593532 + Penalty 3733.908862 = -11071139.684670
  nChanged 25
		SP:Iteration 84Q (141733.610000 sec): 3 clusters
  Score: Raw -11074877.789599 + Penalty 3733.908862 = -11071143.880736
  nChanged 17
		SP:Iteration 85Q (141734.360000 sec): 3 clusters
  Score: Raw -11074880.472509 + Penalty 3733.908862 = -11071146.563646
  nChanged 9
		SP:Iteration 86Q (141735.160000 sec): 3 clusters
  Score: Raw -11074882.277381 + Penalty 3733.908862 = -11071148.368519
  nChanged 9
		SP:Iteration 87Q (141735.910000 sec): 3 clusters
  Score: Raw -11074883.389194 + Penalty 3733.908862 = -11071149.480332
  nChanged 2
		SP:Iteration 88Q (141736.700000 sec): 3 clusters
  Score: Raw -11074883.523808 + Penalty 3733.908862 = -11071149.614946
  nChanged 0
		SP:Iteration 89F (141737.540000 sec): 3 clusters
  Score: Raw -11074883.523808 + Penalty 3733.908862 = -11071149.614946
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141737.790000 sec): 2 clusters
  Score: Raw -4576919.068685 + Penalty 1711.612901 = -4575207.455784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141738.170000 sec): 3 clusters
  Score: Raw -4553317.598210 + Penalty 3423.225802 = -4549894.372408
  nChanged 17576
		SP:Iteration 1F (141738.500000 sec): 3 clusters
  Score: Raw -4563100.420300 + Penalty 3423.225802 = -4559677.194498
  nChanged 1706
		SP:Iteration 2Q (141738.890000 sec): 3 clusters
  Score: Raw -4563595.047494 + Penalty 3423.225802 = -4560171.821692
  nChanged 1569
		SP:Iteration 3Q (141739.270000 sec): 3 clusters
  Score: Raw -4564071.978988 + Penalty 3423.225802 = -4560648.753186
  nChanged 1514
		SP:Iteration 4Q (141739.630000 sec): 3 clusters
  Score: Raw -4564517.892729 + Penalty 3423.225802 = -4561094.666927
  nChanged 1488
		SP:Iteration 5Q (141740.020000 sec): 3 clusters
  Score: Raw -4564970.948701 + Penalty 3423.225802 = -4561547.722899
  nChanged 1507
		SP:Iteration 6Q (141740.450000 sec): 3 clusters
  Score: Raw -4565480.119854 + Penalty 3423.225802 = -4562056.894052
  nChanged 1547
		SP:Iteration 7Q (141740.930000 sec): 3 clusters
  Score: Raw -4566044.389617 + Penalty 3423.225802 = -4562621.163815
  nChanged 1554
		SP:Iteration 8Q (141741.360000 sec): 3 clusters
  Score: Raw -4566623.982179 + Penalty 3423.225802 = -4563200.756377
  nChanged 1560
		SP:Iteration 9Q (141741.840000 sec): 3 clusters
  Score: Raw -4567199.626927 + Penalty 3423.225802 = -4563776.401125
  nChanged 1545
		SP:Iteration 10Q (141742.270000 sec): 3 clusters
  Score: Raw -4567806.406828 + Penalty 3423.225802 = -4564383.181026
  nChanged 1536
		SP:Iteration 11Q (141742.740000 sec): 3 clusters
  Score: Raw -4568458.923762 + Penalty 3423.225802 = -4565035.697960
  nChanged 1617
		SP:Iteration 12Q (141743.180000 sec): 3 clusters
  Score: Raw -4569214.069273 + Penalty 3423.225802 = -4565790.843471
  nChanged 1714
		SP:Iteration 13Q (141743.660000 sec): 3 clusters
  Score: Raw -4570111.129689 + Penalty 3423.225802 = -4566687.903887
  nChanged 1782
		SP:Iteration 14Q (141744.080000 sec): 3 clusters
  Score: Raw -4571178.010277 + Penalty 3423.225802 = -4567754.784475
  nChanged 1867
		SP:Iteration 15Q (141744.460000 sec): 3 clusters
  Score: Raw -4572436.406450 + Penalty 3423.225802 = -4569013.180648
  nChanged 1808
		SP:Iteration 16Q (141744.900000 sec): 3 clusters
  Score: Raw -4573799.375363 + Penalty 3423.225802 = -4570376.149561
  nChanged 1536
		SP:Iteration 17Q (141745.310000 sec): 3 clusters
  Score: Raw -4575042.139651 + Penalty 3423.225802 = -4571618.913849
  nChanged 1068
		SP:Iteration 18Q (141745.710000 sec): 3 clusters
  Score: Raw -4575916.475978 + Penalty 3423.225802 = -4572493.250176
  nChanged 618
		SP:Iteration 19Q (141746.110000 sec): 3 clusters
  Score: Raw -4576456.315080 + Penalty 3423.225802 = -4573033.089278
  nChanged 337
		SP:Iteration 20F (141746.520000 sec): 3 clusters
  Score: Raw -4576765.197547 + Penalty 3423.225802 = -4573341.971745
  nChanged 155
		SP:Iteration 21Q (141746.860000 sec): 3 clusters
  Score: Raw -4576923.122812 + Penalty 3423.225802 = -4573499.897010
  nChanged 72
		SP:Iteration 22Q (141747.190000 sec): 3 clusters
  Score: Raw -4577004.994630 + Penalty 3423.225802 = -4573581.768828
  nChanged 37
		SP:Iteration 23Q (141747.540000 sec): 3 clusters
  Score: Raw -4577047.743694 + Penalty 3423.225802 = -4573624.517892
  nChanged 23
		SP:Iteration 24Q (141747.840000 sec): 3 clusters
  Score: Raw -4577077.354888 + Penalty 3423.225802 = -4573654.129086
  nChanged 15
		SP:Iteration 25Q (141748.200000 sec): 3 clusters
  Score: Raw -4577095.388694 + Penalty 3423.225802 = -4573672.162892
  nChanged 11
		SP:Iteration 26Q (141748.550000 sec): 3 clusters
  Score: Raw -4577111.286876 + Penalty 3423.225802 = -4573688.061074
  nChanged 7
		SP:Iteration 27Q (141748.920000 sec): 3 clusters
  Score: Raw -4577122.109854 + Penalty 3423.225802 = -4573698.884052
  nChanged 5
		SP:Iteration 28Q (141749.310000 sec): 3 clusters
  Score: Raw -4577128.398795 + Penalty 3423.225802 = -4573705.172993
  nChanged 3
		SP:Iteration 29Q (141749.700000 sec): 3 clusters
  Score: Raw -4577132.810399 + Penalty 3423.225802 = -4573709.584597
  nChanged 3
		SP:Iteration 30Q (141750.100000 sec): 3 clusters
  Score: Raw -4577139.235028 + Penalty 3423.225802 = -4573716.009226
  nChanged 3
		SP:Iteration 31Q (141750.540000 sec): 3 clusters
  Score: Raw -4577142.787961 + Penalty 3423.225802 = -4573719.562159
  nChanged 4
		SP:Iteration 32Q (141750.940000 sec): 3 clusters
  Score: Raw -4577147.534671 + Penalty 3423.225802 = -4573724.308869
  nChanged 4
		SP:Iteration 33Q (141751.340000 sec): 3 clusters
  Score: Raw -4577153.046242 + Penalty 3423.225802 = -4573729.820440
  nChanged 4
		SP:Iteration 34Q (141751.740000 sec): 3 clusters
  Score: Raw -4577160.451583 + Penalty 3423.225802 = -4573737.225781
  nChanged 3
		SP:Iteration 35Q (141752.110000 sec): 3 clusters
  Score: Raw -4577164.391224 + Penalty 3423.225802 = -4573741.165422
  nChanged 2
		SP:Iteration 36Q (141752.480000 sec): 3 clusters
  Score: Raw -4577166.720516 + Penalty 3423.225802 = -4573743.494714
  nChanged 2
		SP:Iteration 37Q (141752.850000 sec): 3 clusters
  Score: Raw -4577169.274876 + Penalty 3423.225802 = -4573746.049074
  nChanged 0
		SP:Iteration 38F (141753.250000 sec): 3 clusters
  Score: Raw -4577169.274876 + Penalty 3423.225802 = -4573746.049074
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (313721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141754.530000 sec): 2 clusters
  Score: Raw -38168207.931051 + Penalty 2056.642142 = -38166151.288909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141756.990000 sec): 3 clusters
  Score: Raw -37958278.407552 + Penalty 4113.284284 = -37954165.123268
  nChanged 152967
		SP:Iteration 1F (141759.460000 sec): 3 clusters
  Score: Raw -38049138.411287 + Penalty 4113.284284 = -38045025.127003
  nChanged 6929
		SP:Iteration 2Q (141761.870000 sec): 3 clusters
  Score: Raw -38050274.314812 + Penalty 4113.284284 = -38046161.030529
  nChanged 7484
		SP:Iteration 3Q (141763.620000 sec): 3 clusters
  Score: Raw -38051682.450561 + Penalty 4113.284284 = -38047569.166277
  nChanged 8337
		SP:Iteration 4Q (141766.150000 sec): 3 clusters
  Score: Raw -38053460.566693 + Penalty 4113.284284 = -38049347.282409
  nChanged 9234
		SP:Iteration 5Q (141768.070000 sec): 3 clusters
  Score: Raw -38055841.630075 + Penalty 4113.284284 = -38051728.345792
  nChanged 10885
		SP:Iteration 6Q (141770.290000 sec): 3 clusters
  Score: Raw -38059266.623796 + Penalty 4113.284284 = -38055153.339512
  nChanged 12705
		SP:Iteration 7Q (141772.280000 sec): 3 clusters
  Score: Raw -38064236.284718 + Penalty 4113.284284 = -38060123.000435
  nChanged 14972
		SP:Iteration 8Q (141774.340000 sec): 3 clusters
  Score: Raw -38071431.851821 + Penalty 4113.284284 = -38067318.567537
  nChanged 17046
		SP:Iteration 9F (141776.350000 sec): 3 clusters
  Score: Raw -38080988.653783 + Penalty 4113.284284 = -38076875.369499
  nChanged 18132
		SP:Iteration 10F (141778.400000 sec): 3 clusters
  Score: Raw -38092231.166171 + Penalty 4113.284284 = -38088117.881887
  nChanged 18042
		SP:Iteration 11F (141780.300000 sec): 3 clusters
  Score: Raw -38103678.231628 + Penalty 4113.284284 = -38099564.947344
  nChanged 16173
		SP:Iteration 12F (141782.430000 sec): 3 clusters
  Score: Raw -38113195.421128 + Penalty 4113.284284 = -38109082.136844
  nChanged 13317
		SP:Iteration 13Q (141784.430000 sec): 3 clusters
  Score: Raw -38119496.951790 + Penalty 4113.284284 = -38115383.667506
  nChanged 9769
		SP:Iteration 14Q (141786.860000 sec): 3 clusters
  Score: Raw -38122957.630440 + Penalty 4113.284284 = -38118844.346156
  nChanged 7017
		SP:Iteration 15Q (141788.600000 sec): 3 clusters
  Score: Raw -38124958.279584 + Penalty 4113.284284 = -38120844.995300
  nChanged 5489
		SP:Iteration 16Q (141790.370000 sec): 3 clusters
  Score: Raw -38126507.383433 + Penalty 4113.284284 = -38122394.099149
  nChanged 5203
		SP:Iteration 17Q (141792.020000 sec): 3 clusters
  Score: Raw -38128072.430168 + Penalty 4113.284284 = -38123959.145884
  nChanged 5401
		SP:Iteration 18Q (141793.730000 sec): 3 clusters
  Score: Raw -38129803.262053 + Penalty 4113.284284 = -38125689.977769
  nChanged 5633
		SP:Iteration 19Q (141795.390000 sec): 3 clusters
  Score: Raw -38131710.501845 + Penalty 4113.284284 = -38127597.217561
  nChanged 5917
		SP:Iteration 20F (141797.070000 sec): 3 clusters
  Score: Raw -38133842.832067 + Penalty 4113.284284 = -38129729.547783
  nChanged 6089
		SP:Iteration 21Q (141798.780000 sec): 3 clusters
  Score: Raw -38136195.714415 + Penalty 4113.284284 = -38132082.430131
  nChanged 6193
		SP:Iteration 22Q (141800.380000 sec): 3 clusters
  Score: Raw -38138735.723860 + Penalty 4113.284284 = -38134622.439576
  nChanged 6239
		SP:Iteration 23Q (141801.960000 sec): 3 clusters
  Score: Raw -38141383.218112 + Penalty 4113.284284 = -38137269.933829
  nChanged 6167
		SP:Iteration 24Q (141803.540000 sec): 3 clusters
  Score: Raw -38144159.636381 + Penalty 4113.284284 = -38140046.352097
  nChanged 6029
		SP:Iteration 25Q (141805.180000 sec): 3 clusters
  Score: Raw -38147049.615622 + Penalty 4113.284284 = -38142936.331338
  nChanged 5769
		SP:Iteration 26Q (141806.830000 sec): 3 clusters
  Score: Raw -38150005.427536 + Penalty 4113.284284 = -38145892.143252
  nChanged 5512
		SP:Iteration 27Q (141808.510000 sec): 3 clusters
  Score: Raw -38153010.455631 + Penalty 4113.284284 = -38148897.171347
  nChanged 5160
		SP:Iteration 28Q (141810.180000 sec): 3 clusters
  Score: Raw -38155999.516252 + Penalty 4113.284284 = -38151886.231968
  nChanged 4603
		SP:Iteration 29Q (141811.780000 sec): 3 clusters
  Score: Raw -38158797.364980 + Penalty 4113.284284 = -38154684.080696
  nChanged 4024
		SP:Iteration 30Q (141813.440000 sec): 3 clusters
  Score: Raw -38161349.971943 + Penalty 4113.284284 = -38157236.687659
  nChanged 3358
		SP:Iteration 31Q (141815.070000 sec): 3 clusters
  Score: Raw -38163533.907053 + Penalty 4113.284284 = -38159420.622770
  nChanged 2574
		SP:Iteration 32Q (141816.660000 sec): 3 clusters
  Score: Raw -38165200.782516 + Penalty 4113.284284 = -38161087.498232
  nChanged 1832
		SP:Iteration 33Q (141818.140000 sec): 3 clusters
  Score: Raw -38166371.877756 + Penalty 4113.284284 = -38162258.593472
  nChanged 1267
		SP:Iteration 34Q (141819.570000 sec): 3 clusters
  Score: Raw -38167173.884775 + Penalty 4113.284284 = -38163060.600491
  nChanged 795
		SP:Iteration 35Q (141821.080000 sec): 3 clusters
  Score: Raw -38167690.211953 + Penalty 4113.284284 = -38163576.927669
  nChanged 476
		SP:Iteration 36Q (141822.620000 sec): 3 clusters
  Score: Raw -38167986.856781 + Penalty 4113.284284 = -38163873.572497
  nChanged 237
		SP:Iteration 37Q (141824.220000 sec): 3 clusters
  Score: Raw -38168132.422962 + Penalty 4113.284284 = -38164019.138678
  nChanged 164
		SP:Iteration 38Q (141825.790000 sec): 3 clusters
  Score: Raw -38168240.469592 + Penalty 4113.284284 = -38164127.185308
  nChanged 104
		SP:Iteration 39Q (141827.410000 sec): 3 clusters
  Score: Raw -38168300.727694 + Penalty 4113.284284 = -38164187.443410
  nChanged 77
		SP:Iteration 40F (141829.280000 sec): 3 clusters
  Score: Raw -38168349.990614 + Penalty 4113.284284 = -38164236.706331
  nChanged 54
		SP:Iteration 41Q (141831.000000 sec): 3 clusters
  Score: Raw -38168384.326037 + Penalty 4113.284284 = -38164271.041753
  nChanged 52
		SP:Iteration 42Q (141832.650000 sec): 3 clusters
  Score: Raw -38168414.775275 + Penalty 4113.284284 = -38164301.490992
  nChanged 41
		SP:Iteration 43Q (141834.280000 sec): 3 clusters
  Score: Raw -38168434.711734 + Penalty 4113.284284 = -38164321.427450
  nChanged 25
		SP:Iteration 44Q (141835.870000 sec): 3 clusters
  Score: Raw -38168447.480867 + Penalty 4113.284284 = -38164334.196583
  nChanged 13
		SP:Iteration 45Q (141837.500000 sec): 3 clusters
  Score: Raw -38168456.961581 + Penalty 4113.284284 = -38164343.677297
  nChanged 18
		SP:Iteration 46Q (141839.020000 sec): 3 clusters
  Score: Raw -38168467.907638 + Penalty 4113.284284 = -38164354.623354
  nChanged 17
		SP:Iteration 47Q (141840.580000 sec): 3 clusters
  Score: Raw -38168477.041355 + Penalty 4113.284284 = -38164363.757071
  nChanged 10
		SP:Iteration 48Q (141842.090000 sec): 3 clusters
  Score: Raw -38168483.426014 + Penalty 4113.284284 = -38164370.141730
  nChanged 14
		SP:Iteration 49Q (141843.680000 sec): 3 clusters
  Score: Raw -38168490.866501 + Penalty 4113.284284 = -38164377.582217
  nChanged 7
		SP:Iteration 50Q (141845.250000 sec): 3 clusters
  Score: Raw -38168495.485635 + Penalty 4113.284284 = -38164382.201351
  nChanged 7
		SP:Iteration 51Q (141846.900000 sec): 3 clusters
  Score: Raw -38168500.414061 + Penalty 4113.284284 = -38164387.129777
  nChanged 7
		SP:Iteration 52Q (141848.520000 sec): 3 clusters
  Score: Raw -38168505.216068 + Penalty 4113.284284 = -38164391.931784
  nChanged 2
		SP:Iteration 53Q (141850.000000 sec): 3 clusters
  Score: Raw -38168506.627154 + Penalty 4113.284284 = -38164393.342870
  nChanged 1
		SP:Iteration 54Q (141851.460000 sec): 3 clusters
  Score: Raw -38168507.124037 + Penalty 4113.284284 = -38164393.839753
  nChanged 2
		SP:Iteration 55Q (141853.060000 sec): 3 clusters
  Score: Raw -38168507.931864 + Penalty 4113.284284 = -38164394.647580
  nChanged 1
		SP:Iteration 56Q (141854.700000 sec): 3 clusters
  Score: Raw -38168508.407378 + Penalty 4113.284284 = -38164395.123094
  nChanged 0
		SP:Iteration 57F (141856.290000 sec): 3 clusters
  Score: Raw -38168508.407378 + Penalty 4113.284284 = -38164395.123094
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141856.810000 sec): 2 clusters
  Score: Raw -8557783.490802 + Penalty 1817.664713 = -8555965.826089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141857.340000 sec): 3 clusters
  Score: Raw -8511598.888451 + Penalty 3635.329426 = -8507963.559026
  nChanged 34125
		SP:Iteration 1F (141857.870000 sec): 3 clusters
  Score: Raw -8531423.003454 + Penalty 3635.329426 = -8527787.674028
  nChanged 3052
		SP:Iteration 2Q (141858.390000 sec): 3 clusters
  Score: Raw -8532611.568382 + Penalty 3635.329426 = -8528976.238957
  nChanged 3341
		SP:Iteration 3Q (141858.940000 sec): 3 clusters
  Score: Raw -8534166.050705 + Penalty 3635.329426 = -8530530.721280
  nChanged 3729
		SP:Iteration 4F (141859.440000 sec): 3 clusters
  Score: Raw -8536169.660134 + Penalty 3635.329426 = -8532534.330709
  nChanged 4414
		SP:Iteration 5F (141859.940000 sec): 3 clusters
  Score: Raw -8538946.149466 + Penalty 3635.329426 = -8535310.820041
  nChanged 4904
		SP:Iteration 6F (141860.400000 sec): 3 clusters
  Score: Raw -8542464.278441 + Penalty 3635.329426 = -8538828.949016
  nChanged 4972
		SP:Iteration 7F (141860.910000 sec): 3 clusters
  Score: Raw -8546425.101989 + Penalty 3635.329426 = -8542789.772564
  nChanged 4412
		SP:Iteration 8F (141861.420000 sec): 3 clusters
  Score: Raw -8550190.979460 + Penalty 3635.329426 = -8546555.650034
  nChanged 3377
		SP:Iteration 9Q (141861.920000 sec): 3 clusters
  Score: Raw -8553172.629964 + Penalty 3635.329426 = -8549537.300539
  nChanged 2200
		SP:Iteration 10Q (141862.420000 sec): 3 clusters
  Score: Raw -8555012.845538 + Penalty 3635.329426 = -8551377.516113
  nChanged 1368
		SP:Iteration 11Q (141862.920000 sec): 3 clusters
  Score: Raw -8556149.168951 + Penalty 3635.329426 = -8552513.839526
  nChanged 887
		SP:Iteration 12Q (141863.430000 sec): 3 clusters
  Score: Raw -8556842.613215 + Penalty 3635.329426 = -8553207.283790
  nChanged 612
		SP:Iteration 13Q (141863.940000 sec): 3 clusters
  Score: Raw -8557288.611901 + Penalty 3635.329426 = -8553653.282475
  nChanged 385
		SP:Iteration 14Q (141864.440000 sec): 3 clusters
  Score: Raw -8557522.938743 + Penalty 3635.329426 = -8553887.609318
  nChanged 273
		SP:Iteration 15Q (141864.910000 sec): 3 clusters
  Score: Raw -8557677.727751 + Penalty 3635.329426 = -8554042.398325
  nChanged 189
		SP:Iteration 16Q (141865.410000 sec): 3 clusters
  Score: Raw -8557777.904841 + Penalty 3635.329426 = -8554142.575415
  nChanged 143
		SP:Iteration 17Q (141865.880000 sec): 3 clusters
  Score: Raw -8557847.413885 + Penalty 3635.329426 = -8554212.084459
  nChanged 104
		SP:Iteration 18Q (141866.420000 sec): 3 clusters
  Score: Raw -8557899.167519 + Penalty 3635.329426 = -8554263.838093
  nChanged 89
		SP:Iteration 19Q (141866.890000 sec): 3 clusters
  Score: Raw -8557948.741371 + Penalty 3635.329426 = -8554313.411946
  nChanged 78
		SP:Iteration 20F (141867.470000 sec): 3 clusters
  Score: Raw -8557988.677234 + Penalty 3635.329426 = -8554353.347808
  nChanged 60
		SP:Iteration 21Q (141867.970000 sec): 3 clusters
  Score: Raw -8558019.888341 + Penalty 3635.329426 = -8554384.558915
  nChanged 57
		SP:Iteration 22Q (141868.450000 sec): 3 clusters
  Score: Raw -8558051.969479 + Penalty 3635.329426 = -8554416.640053
  nChanged 46
		SP:Iteration 23Q (141868.970000 sec): 3 clusters
  Score: Raw -8558073.285363 + Penalty 3635.329426 = -8554437.955938
  nChanged 26
		SP:Iteration 24Q (141869.470000 sec): 3 clusters
  Score: Raw -8558084.041686 + Penalty 3635.329426 = -8554448.712260
  nChanged 24
		SP:Iteration 25Q (141869.970000 sec): 3 clusters
  Score: Raw -8558094.021090 + Penalty 3635.329426 = -8554458.691664
  nChanged 17
		SP:Iteration 26Q (141870.450000 sec): 3 clusters
  Score: Raw -8558103.123636 + Penalty 3635.329426 = -8554467.794210
  nChanged 19
		SP:Iteration 27Q (141870.940000 sec): 3 clusters
  Score: Raw -8558110.357385 + Penalty 3635.329426 = -8554475.027959
  nChanged 14
		SP:Iteration 28Q (141871.440000 sec): 3 clusters
  Score: Raw -8558117.739983 + Penalty 3635.329426 = -8554482.410557
  nChanged 21
		SP:Iteration 29Q (141871.980000 sec): 3 clusters
  Score: Raw -8558126.792569 + Penalty 3635.329426 = -8554491.463143
  nChanged 14
		SP:Iteration 30Q (141872.470000 sec): 3 clusters
  Score: Raw -8558134.397876 + Penalty 3635.329426 = -8554499.068451
  nChanged 13
		SP:Iteration 31Q (141872.980000 sec): 3 clusters
  Score: Raw -8558141.381268 + Penalty 3635.329426 = -8554506.051842
  nChanged 11
		SP:Iteration 32Q (141873.490000 sec): 3 clusters
  Score: Raw -8558149.497763 + Penalty 3635.329426 = -8554514.168337
  nChanged 16
		SP:Iteration 33Q (141873.980000 sec): 3 clusters
  Score: Raw -8558157.313018 + Penalty 3635.329426 = -8554521.983592
  nChanged 10
		SP:Iteration 34Q (141874.490000 sec): 3 clusters
  Score: Raw -8558160.656163 + Penalty 3635.329426 = -8554525.326737
  nChanged 6
		SP:Iteration 35Q (141874.990000 sec): 3 clusters
  Score: Raw -8558162.452913 + Penalty 3635.329426 = -8554527.123487
  nChanged 4
		SP:Iteration 36Q (141875.490000 sec): 3 clusters
  Score: Raw -8558163.569585 + Penalty 3635.329426 = -8554528.240160
  nChanged 1
		SP:Iteration 37Q (141875.980000 sec): 3 clusters
  Score: Raw -8558163.811556 + Penalty 3635.329426 = -8554528.482130
  nChanged 3
		SP:Iteration 38Q (141876.480000 sec): 3 clusters
  Score: Raw -8558165.070942 + Penalty 3635.329426 = -8554529.741516
  nChanged 4
		SP:Iteration 39Q (141876.980000 sec): 3 clusters
  Score: Raw -8558167.304221 + Penalty 3635.329426 = -8554531.974796
  nChanged 2
		SP:Iteration 40F (141877.510000 sec): 3 clusters
  Score: Raw -8558168.390602 + Penalty 3635.329426 = -8554533.061176
  nChanged 1
		SP:Iteration 41Q (141878.050000 sec): 3 clusters
  Score: Raw -8558170.264554 + Penalty 3635.329426 = -8554534.935128
  nChanged 4
		SP:Iteration 42Q (141878.550000 sec): 3 clusters
  Score: Raw -8558171.604453 + Penalty 3635.329426 = -8554536.275027
  nChanged 2
		SP:Iteration 43Q (141879.010000 sec): 3 clusters
  Score: Raw -8558172.276872 + Penalty 3635.329426 = -8554536.947447
  nChanged 0
		SP:Iteration 44F (141879.530000 sec): 3 clusters
  Score: Raw -8558172.276872 + Penalty 3635.329426 = -8554536.947447
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141879.670000 sec): 2 clusters
  Score: Raw -676242.748455 + Penalty 1426.277593 = -674816.470861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141879.820000 sec): 3 clusters
  Score: Raw -672724.982045 + Penalty 2852.555187 = -669872.426858
  nChanged 2695
		SP:Iteration 1F (141879.970000 sec): 3 clusters
  Score: Raw -674269.671935 + Penalty 2852.555187 = -671417.116748
  nChanged 502
		SP:Iteration 2F (141880.120000 sec): 3 clusters
  Score: Raw -674592.002211 + Penalty 2852.555187 = -671739.447024
  nChanged 415
		SP:Iteration 3F (141880.310000 sec): 3 clusters
  Score: Raw -674839.978478 + Penalty 2852.555187 = -671987.423291
  nChanged 356
		SP:Iteration 4F (141880.420000 sec): 3 clusters
  Score: Raw -675060.845183 + Penalty 2852.555187 = -672208.289996
  nChanged 309
		SP:Iteration 5Q (141880.610000 sec): 3 clusters
  Score: Raw -675263.914827 + Penalty 2852.555187 = -672411.359640
  nChanged 319
		SP:Iteration 6Q (141880.740000 sec): 3 clusters
  Score: Raw -675472.056334 + Penalty 2852.555187 = -672619.501147
  nChanged 283
		SP:Iteration 7Q (141880.930000 sec): 3 clusters
  Score: Raw -675658.365475 + Penalty 2852.555187 = -672805.810288
  nChanged 245
		SP:Iteration 8Q (141881.070000 sec): 3 clusters
  Score: Raw -675803.350418 + Penalty 2852.555187 = -672950.795231
  nChanged 233
		SP:Iteration 9Q (141881.270000 sec): 3 clusters
  Score: Raw -675950.524609 + Penalty 2852.555187 = -673097.969422
  nChanged 197
		SP:Iteration 10Q (141881.430000 sec): 3 clusters
  Score: Raw -676062.992567 + Penalty 2852.555187 = -673210.437380
  nChanged 177
		SP:Iteration 11Q (141881.600000 sec): 3 clusters
  Score: Raw -676151.335511 + Penalty 2852.555187 = -673298.780324
  nChanged 146
		SP:Iteration 12Q (141881.770000 sec): 3 clusters
  Score: Raw -676216.321482 + Penalty 2852.555187 = -673363.766295
  nChanged 109
		SP:Iteration 13Q (141881.980000 sec): 3 clusters
  Score: Raw -676256.736955 + Penalty 2852.555187 = -673404.181768
  nChanged 86
		SP:Iteration 14Q (141882.190000 sec): 3 clusters
  Score: Raw -676285.037522 + Penalty 2852.555187 = -673432.482335
  nChanged 72
		SP:Iteration 15Q (141882.350000 sec): 3 clusters
  Score: Raw -676309.933690 + Penalty 2852.555187 = -673457.378503
  nChanged 63
		SP:Iteration 16Q (141882.510000 sec): 3 clusters
  Score: Raw -676328.753435 + Penalty 2852.555187 = -673476.198248
  nChanged 54
		SP:Iteration 17Q (141882.700000 sec): 3 clusters
  Score: Raw -676343.958096 + Penalty 2852.555187 = -673491.402909
  nChanged 43
		SP:Iteration 18Q (141882.890000 sec): 3 clusters
  Score: Raw -676356.006748 + Penalty 2852.555187 = -673503.451561
  nChanged 45
		SP:Iteration 19Q (141883.070000 sec): 3 clusters
  Score: Raw -676367.720255 + Penalty 2852.555187 = -673515.165068
  nChanged 43
		SP:Iteration 20F (141883.250000 sec): 3 clusters
  Score: Raw -676378.391568 + Penalty 2852.555187 = -673525.836381
  nChanged 40
		SP:Iteration 21Q (141883.470000 sec): 3 clusters
  Score: Raw -676386.661407 + Penalty 2852.555187 = -673534.106220
  nChanged 27
		SP:Iteration 22Q (141883.630000 sec): 3 clusters
  Score: Raw -676391.248090 + Penalty 2852.555187 = -673538.692903
  nChanged 26
		SP:Iteration 23Q (141883.770000 sec): 3 clusters
  Score: Raw -676396.329316 + Penalty 2852.555187 = -673543.774129
  nChanged 20
		SP:Iteration 24Q (141884.020000 sec): 3 clusters
  Score: Raw -676400.460693 + Penalty 2852.555187 = -673547.905506
  nChanged 20
		SP:Iteration 25Q (141884.200000 sec): 3 clusters
  Score: Raw -676403.840234 + Penalty 2852.555187 = -673551.285047
  nChanged 12
		SP:Iteration 26Q (141884.350000 sec): 3 clusters
  Score: Raw -676405.955562 + Penalty 2852.555187 = -673553.400375
  nChanged 11
		SP:Iteration 27Q (141884.570000 sec): 3 clusters
  Score: Raw -676407.919668 + Penalty 2852.555187 = -673555.364481
  nChanged 12
		SP:Iteration 28Q (141884.750000 sec): 3 clusters
  Score: Raw -676409.894999 + Penalty 2852.555187 = -673557.339812
  nChanged 11
		SP:Iteration 29Q (141884.920000 sec): 3 clusters
  Score: Raw -676412.072336 + Penalty 2852.555187 = -673559.517149
  nChanged 13
		SP:Iteration 30Q (141885.110000 sec): 3 clusters
  Score: Raw -676414.456038 + Penalty 2852.555187 = -673561.900851
  nChanged 12
		SP:Iteration 31Q (141885.320000 sec): 3 clusters
  Score: Raw -676415.754025 + Penalty 2852.555187 = -673563.198838
  nChanged 10
		SP:Iteration 32Q (141885.530000 sec): 3 clusters
  Score: Raw -676417.081265 + Penalty 2852.555187 = -673564.526078
  nChanged 15
		SP:Iteration 33Q (141885.690000 sec): 3 clusters
  Score: Raw -676419.425906 + Penalty 2852.555187 = -673566.870719
  nChanged 11
		SP:Iteration 34Q (141885.920000 sec): 3 clusters
  Score: Raw -676421.060837 + Penalty 2852.555187 = -673568.505650
  nChanged 10
		SP:Iteration 35Q (141886.110000 sec): 3 clusters
  Score: Raw -676423.067841 + Penalty 2852.555187 = -673570.512654
  nChanged 12
		SP:Iteration 36Q (141886.310000 sec): 3 clusters
  Score: Raw -676425.236811 + Penalty 2852.555187 = -673572.681624
  nChanged 10
		SP:Iteration 37Q (141886.530000 sec): 3 clusters
  Score: Raw -676426.542814 + Penalty 2852.555187 = -673573.987627
  nChanged 11
		SP:Iteration 38Q (141886.730000 sec): 3 clusters
  Score: Raw -676429.420296 + Penalty 2852.555187 = -673576.865109
  nChanged 16
		SP:Iteration 39Q (141886.940000 sec): 3 clusters
  Score: Raw -676432.435260 + Penalty 2852.555187 = -673579.880073
  nChanged 15
		SP:Iteration 40F (141887.140000 sec): 3 clusters
  Score: Raw -676435.281970 + Penalty 2852.555187 = -673582.726784
  nChanged 15
		SP:Iteration 41Q (141887.330000 sec): 3 clusters
  Score: Raw -676437.831609 + Penalty 2852.555187 = -673585.276422
  nChanged 15
		SP:Iteration 42Q (141887.520000 sec): 3 clusters
  Score: Raw -676440.577758 + Penalty 2852.555187 = -673588.022571
  nChanged 21
		SP:Iteration 43Q (141887.670000 sec): 3 clusters
  Score: Raw -676445.244283 + Penalty 2852.555187 = -673592.689096
  nChanged 25
		SP:Iteration 44Q (141887.890000 sec): 3 clusters
  Score: Raw -676451.240993 + Penalty 2852.555187 = -673598.685806
  nChanged 14
		SP:Iteration 45Q (141888.060000 sec): 3 clusters
  Score: Raw -676455.043565 + Penalty 2852.555187 = -673602.488378
  nChanged 22
		SP:Iteration 46Q (141888.250000 sec): 3 clusters
  Score: Raw -676459.896544 + Penalty 2852.555187 = -673607.341357
  nChanged 17
		SP:Iteration 47Q (141888.490000 sec): 3 clusters
  Score: Raw -676463.230456 + Penalty 2852.555187 = -673610.675269
  nChanged 16
		SP:Iteration 48Q (141888.660000 sec): 3 clusters
  Score: Raw -676467.224782 + Penalty 2852.555187 = -673614.669595
  nChanged 22
		SP:Iteration 49Q (141888.880000 sec): 3 clusters
  Score: Raw -676474.191979 + Penalty 2852.555187 = -673621.636792
  nChanged 20
		SP:Iteration 50Q (141889.060000 sec): 3 clusters
  Score: Raw -676477.631312 + Penalty 2852.555187 = -673625.076126
  nChanged 16
		SP:Iteration 51Q (141889.290000 sec): 3 clusters
  Score: Raw -676480.171634 + Penalty 2852.555187 = -673627.616447
  nChanged 7
		SP:Iteration 52Q (141889.460000 sec): 3 clusters
  Score: Raw -676481.568729 + Penalty 2852.555187 = -673629.013542
  nChanged 7
		SP:Iteration 53Q (141889.660000 sec): 3 clusters
  Score: Raw -676483.192980 + Penalty 2852.555187 = -673630.637793
  nChanged 7
		SP:Iteration 54Q (141889.830000 sec): 3 clusters
  Score: Raw -676483.942163 + Penalty 2852.555187 = -673631.386977
  nChanged 4
		SP:Iteration 55Q (141889.990000 sec): 3 clusters
  Score: Raw -676484.582507 + Penalty 2852.555187 = -673632.027320
  nChanged 9
		SP:Iteration 56Q (141890.190000 sec): 3 clusters
  Score: Raw -676486.592547 + Penalty 2852.555187 = -673634.037360
  nChanged 12
		SP:Iteration 57Q (141890.400000 sec): 3 clusters
  Score: Raw -676488.871621 + Penalty 2852.555187 = -673636.316434
  nChanged 9
		SP:Iteration 58Q (141890.580000 sec): 3 clusters
  Score: Raw -676490.787803 + Penalty 2852.555187 = -673638.232616
  nChanged 11
		SP:Iteration 59Q (141890.770000 sec): 3 clusters
  Score: Raw -676492.939891 + Penalty 2852.555187 = -673640.384704
  nChanged 10
		SP:Iteration 60F (141890.980000 sec): 3 clusters
  Score: Raw -676494.519042 + Penalty 2852.555187 = -673641.963855
  nChanged 8
		SP:Iteration 61Q (141891.170000 sec): 3 clusters
  Score: Raw -676495.929816 + Penalty 2852.555187 = -673643.374630
  nChanged 4
		SP:Iteration 62Q (141891.350000 sec): 3 clusters
  Score: Raw -676496.409925 + Penalty 2852.555187 = -673643.854738
  nChanged 5
		SP:Iteration 63Q (141891.510000 sec): 3 clusters
  Score: Raw -676496.896809 + Penalty 2852.555187 = -673644.341622
  nChanged 5
		SP:Iteration 64Q (141891.720000 sec): 3 clusters
  Score: Raw -676497.988989 + Penalty 2852.555187 = -673645.433802
  nChanged 3
		SP:Iteration 65Q (141891.900000 sec): 3 clusters
  Score: Raw -676499.083083 + Penalty 2852.555187 = -673646.527896
  nChanged 5
		SP:Iteration 66Q (141892.080000 sec): 3 clusters
  Score: Raw -676500.134276 + Penalty 2852.555187 = -673647.579089
  nChanged 6
		SP:Iteration 67Q (141892.270000 sec): 3 clusters
  Score: Raw -676501.114199 + Penalty 2852.555187 = -673648.559012
  nChanged 2
		SP:Iteration 68Q (141892.450000 sec): 3 clusters
  Score: Raw -676501.368816 + Penalty 2852.555187 = -673648.813629
  nChanged 2
		SP:Iteration 69Q (141892.650000 sec): 3 clusters
  Score: Raw -676501.742782 + Penalty 2852.555187 = -673649.187595
  nChanged 3
		SP:Iteration 70Q (141892.870000 sec): 3 clusters
  Score: Raw -676502.286248 + Penalty 2852.555187 = -673649.731061
  nChanged 2
		SP:Iteration 71Q (141893.110000 sec): 3 clusters
  Score: Raw -676502.747878 + Penalty 2852.555187 = -673650.192691
  nChanged 3
		SP:Iteration 72Q (141893.290000 sec): 3 clusters
  Score: Raw -676503.251210 + Penalty 2852.555187 = -673650.696023
  nChanged 6
		SP:Iteration 73Q (141893.530000 sec): 3 clusters
  Score: Raw -676504.098469 + Penalty 2852.555187 = -673651.543282
  nChanged 3
		SP:Iteration 74Q (141893.700000 sec): 3 clusters
  Score: Raw -676504.351568 + Penalty 2852.555187 = -673651.796381
  nChanged 2
		SP:Iteration 75Q (141893.880000 sec): 3 clusters
  Score: Raw -676504.694055 + Penalty 2852.555187 = -673652.138868
  nChanged 2
		SP:Iteration 76Q (141894.100000 sec): 3 clusters
  Score: Raw -676504.946769 + Penalty 2852.555187 = -673652.391582
  nChanged 4
		SP:Iteration 77Q (141894.320000 sec): 3 clusters
  Score: Raw -676505.544228 + Penalty 2852.555187 = -673652.989041
  nChanged 6
		SP:Iteration 78Q (141894.480000 sec): 3 clusters
  Score: Raw -676506.703062 + Penalty 2852.555187 = -673654.147875
  nChanged 4
		SP:Iteration 79Q (141894.650000 sec): 3 clusters
  Score: Raw -676507.632016 + Penalty 2852.555187 = -673655.076829
  nChanged 4
		SP:Iteration 80F (141894.810000 sec): 3 clusters
  Score: Raw -676508.296115 + Penalty 2852.555187 = -673655.740928
  nChanged 4
		SP:Iteration 81Q (141895.000000 sec): 3 clusters
  Score: Raw -676508.959551 + Penalty 2852.555187 = -673656.404365
  nChanged 5
		SP:Iteration 82Q (141895.170000 sec): 3 clusters
  Score: Raw -676510.025976 + Penalty 2852.555187 = -673657.470789
  nChanged 5
		SP:Iteration 83Q (141895.380000 sec): 3 clusters
  Score: Raw -676510.784116 + Penalty 2852.555187 = -673658.228929
  nChanged 6
		SP:Iteration 84Q (141895.550000 sec): 3 clusters
  Score: Raw -676511.730576 + Penalty 2852.555187 = -673659.175389
  nChanged 8
		SP:Iteration 85Q (141895.750000 sec): 3 clusters
  Score: Raw -676513.166934 + Penalty 2852.555187 = -673660.611747
  nChanged 4
		SP:Iteration 86Q (141895.970000 sec): 3 clusters
  Score: Raw -676513.484645 + Penalty 2852.555187 = -673660.929458
  nChanged 1
		SP:Iteration 87Q (141896.180000 sec): 3 clusters
  Score: Raw -676513.510542 + Penalty 2852.555187 = -673660.955356
  nChanged 0
		SP:Iteration 88F (141896.360000 sec): 3 clusters
  Score: Raw -676513.510542 + Penalty 2852.555187 = -673660.955356
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (45692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141896.600000 sec): 2 clusters
  Score: Raw -5262614.864277 + Penalty 1743.572757 = -5260871.291519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141896.960000 sec): 3 clusters
  Score: Raw -5233762.196354 + Penalty 3487.145515 = -5230275.050839
  nChanged 21392
		SP:Iteration 1F (141897.290000 sec): 3 clusters
  Score: Raw -5246381.912576 + Penalty 3487.145515 = -5242894.767061
  nChanged 2112
		SP:Iteration 2Q (141897.690000 sec): 3 clusters
  Score: Raw -5247171.435153 + Penalty 3487.145515 = -5243684.289638
  nChanged 2159
		SP:Iteration 3Q (141898.030000 sec): 3 clusters
  Score: Raw -5248175.801750 + Penalty 3487.145515 = -5244688.656235
  nChanged 2437
		SP:Iteration 4F (141898.430000 sec): 3 clusters
  Score: Raw -5249495.211558 + Penalty 3487.145515 = -5246008.066043
  nChanged 2505
		SP:Iteration 5F (141898.780000 sec): 3 clusters
  Score: Raw -5250988.011294 + Penalty 3487.145515 = -5247500.865779
  nChanged 2527
		SP:Iteration 6F (141899.160000 sec): 3 clusters
  Score: Raw -5252428.323695 + Penalty 3487.145515 = -5248941.178180
  nChanged 2316
		SP:Iteration 7F (141899.560000 sec): 3 clusters
  Score: Raw -5253632.660953 + Penalty 3487.145515 = -5250145.515439
  nChanged 2050
		SP:Iteration 8Q (141899.930000 sec): 3 clusters
  Score: Raw -5254638.355739 + Penalty 3487.145515 = -5251151.210225
  nChanged 1810
		SP:Iteration 9Q (141900.280000 sec): 3 clusters
  Score: Raw -5255489.157459 + Penalty 3487.145515 = -5252002.011944
  nChanged 1657
		SP:Iteration 10Q (141900.670000 sec): 3 clusters
  Score: Raw -5256257.530032 + Penalty 3487.145515 = -5252770.384517
  nChanged 1422
		SP:Iteration 11Q (141901.050000 sec): 3 clusters
  Score: Raw -5256883.660047 + Penalty 3487.145515 = -5253396.514532
  nChanged 1248
		SP:Iteration 12Q (141901.380000 sec): 3 clusters
  Score: Raw -5257428.957259 + Penalty 3487.145515 = -5253941.811744
  nChanged 1147
		SP:Iteration 13Q (141901.700000 sec): 3 clusters
  Score: Raw -5257940.753700 + Penalty 3487.145515 = -5254453.608185
  nChanged 1152
		SP:Iteration 14Q (141902.060000 sec): 3 clusters
  Score: Raw -5258462.742856 + Penalty 3487.145515 = -5254975.597341
  nChanged 998
		SP:Iteration 15Q (141902.460000 sec): 3 clusters
  Score: Raw -5258900.182163 + Penalty 3487.145515 = -5255413.036648
  nChanged 880
		SP:Iteration 16Q (141902.800000 sec): 3 clusters
  Score: Raw -5259279.718989 + Penalty 3487.145515 = -5255792.573474
  nChanged 849
		SP:Iteration 17Q (141903.210000 sec): 3 clusters
  Score: Raw -5259617.521868 + Penalty 3487.145515 = -5256130.376353
  nChanged 767
		SP:Iteration 18Q (141903.570000 sec): 3 clusters
  Score: Raw -5259941.969975 + Penalty 3487.145515 = -5256454.824461
  nChanged 719
		SP:Iteration 19Q (141903.950000 sec): 3 clusters
  Score: Raw -5260259.045424 + Penalty 3487.145515 = -5256771.899909
  nChanged 664
		SP:Iteration 20F (141904.340000 sec): 3 clusters
  Score: Raw -5260578.237957 + Penalty 3487.145515 = -5257091.092442
  nChanged 639
		SP:Iteration 21Q (141904.730000 sec): 3 clusters
  Score: Raw -5260895.210314 + Penalty 3487.145515 = -5257408.064800
  nChanged 547
		SP:Iteration 22Q (141905.110000 sec): 3 clusters
  Score: Raw -5261177.862043 + Penalty 3487.145515 = -5257690.716529
  nChanged 464
		SP:Iteration 23Q (141905.430000 sec): 3 clusters
  Score: Raw -5261426.719781 + Penalty 3487.145515 = -5257939.574266
  nChanged 432
		SP:Iteration 24Q (141905.780000 sec): 3 clusters
  Score: Raw -5261639.069365 + Penalty 3487.145515 = -5258151.923850
  nChanged 392
		SP:Iteration 25Q (141906.130000 sec): 3 clusters
  Score: Raw -5261835.045921 + Penalty 3487.145515 = -5258347.900406
  nChanged 333
		SP:Iteration 26Q (141906.460000 sec): 3 clusters
  Score: Raw -5261986.085374 + Penalty 3487.145515 = -5258498.939859
  nChanged 287
		SP:Iteration 27Q (141906.810000 sec): 3 clusters
  Score: Raw -5262117.981758 + Penalty 3487.145515 = -5258630.836243
  nChanged 256
		SP:Iteration 28Q (141907.230000 sec): 3 clusters
  Score: Raw -5262226.240122 + Penalty 3487.145515 = -5258739.094607
  nChanged 205
		SP:Iteration 29Q (141907.620000 sec): 3 clusters
  Score: Raw -5262307.866973 + Penalty 3487.145515 = -5258820.721458
  nChanged 187
		SP:Iteration 30Q (141908.000000 sec): 3 clusters
  Score: Raw -5262385.480453 + Penalty 3487.145515 = -5258898.334938
  nChanged 186
		SP:Iteration 31Q (141908.400000 sec): 3 clusters
  Score: Raw -5262459.304776 + Penalty 3487.145515 = -5258972.159261
  nChanged 161
		SP:Iteration 32Q (141908.830000 sec): 3 clusters
  Score: Raw -5262526.951998 + Penalty 3487.145515 = -5259039.806483
  nChanged 151
		SP:Iteration 33Q (141909.240000 sec): 3 clusters
  Score: Raw -5262587.347156 + Penalty 3487.145515 = -5259100.201641
  nChanged 128
		SP:Iteration 34Q (141909.630000 sec): 3 clusters
  Score: Raw -5262641.107187 + Penalty 3487.145515 = -5259153.961673
  nChanged 101
		SP:Iteration 35Q (141910.040000 sec): 3 clusters
  Score: Raw -5262675.048343 + Penalty 3487.145515 = -5259187.902829
  nChanged 92
		SP:Iteration 36Q (141910.420000 sec): 3 clusters
  Score: Raw -5262708.113859 + Penalty 3487.145515 = -5259220.968344
  nChanged 75
		SP:Iteration 37Q (141910.810000 sec): 3 clusters
  Score: Raw -5262734.029654 + Penalty 3487.145515 = -5259246.884139
  nChanged 71
		SP:Iteration 38Q (141911.150000 sec): 3 clusters
  Score: Raw -5262760.594353 + Penalty 3487.145515 = -5259273.448838
  nChanged 58
		SP:Iteration 39Q (141911.440000 sec): 3 clusters
  Score: Raw -5262781.521931 + Penalty 3487.145515 = -5259294.376416
  nChanged 57
		SP:Iteration 40F (141911.820000 sec): 3 clusters
  Score: Raw -5262801.252766 + Penalty 3487.145515 = -5259314.107251
  nChanged 43
		SP:Iteration 41Q (141912.190000 sec): 3 clusters
  Score: Raw -5262814.957221 + Penalty 3487.145515 = -5259327.811706
  nChanged 38
		SP:Iteration 42Q (141912.540000 sec): 3 clusters
  Score: Raw -5262826.247570 + Penalty 3487.145515 = -5259339.102055
  nChanged 32
		SP:Iteration 43Q (141912.880000 sec): 3 clusters
  Score: Raw -5262837.282451 + Penalty 3487.145515 = -5259350.136936
  nChanged 34
		SP:Iteration 44Q (141913.270000 sec): 3 clusters
  Score: Raw -5262848.554167 + Penalty 3487.145515 = -5259361.408653
  nChanged 34
		SP:Iteration 45Q (141913.580000 sec): 3 clusters
  Score: Raw -5262859.293978 + Penalty 3487.145515 = -5259372.148463
  nChanged 16
		SP:Iteration 46Q (141913.920000 sec): 3 clusters
  Score: Raw -5262865.783525 + Penalty 3487.145515 = -5259378.638011
  nChanged 21
		SP:Iteration 47Q (141914.270000 sec): 3 clusters
  Score: Raw -5262872.885592 + Penalty 3487.145515 = -5259385.740077
  nChanged 18
		SP:Iteration 48Q (141914.680000 sec): 3 clusters
  Score: Raw -5262878.538519 + Penalty 3487.145515 = -5259391.393005
  nChanged 24
		SP:Iteration 49Q (141915.040000 sec): 3 clusters
  Score: Raw -5262884.659953 + Penalty 3487.145515 = -5259397.514439
  nChanged 14
		SP:Iteration 50Q (141915.390000 sec): 3 clusters
  Score: Raw -5262888.052437 + Penalty 3487.145515 = -5259400.906922
  nChanged 14
		SP:Iteration 51Q (141915.790000 sec): 3 clusters
  Score: Raw -5262892.564399 + Penalty 3487.145515 = -5259405.418884
  nChanged 16
		SP:Iteration 52Q (141916.160000 sec): 3 clusters
  Score: Raw -5262897.289251 + Penalty 3487.145515 = -5259410.143736
  nChanged 15
		SP:Iteration 53Q (141916.490000 sec): 3 clusters
  Score: Raw -5262901.594915 + Penalty 3487.145515 = -5259414.449400
  nChanged 15
		SP:Iteration 54Q (141916.850000 sec): 3 clusters
  Score: Raw -5262906.171435 + Penalty 3487.145515 = -5259419.025921
  nChanged 19
		SP:Iteration 55Q (141917.240000 sec): 3 clusters
  Score: Raw -5262913.380259 + Penalty 3487.145515 = -5259426.234744
  nChanged 27
		SP:Iteration 56Q (141917.590000 sec): 3 clusters
  Score: Raw -5262922.535157 + Penalty 3487.145515 = -5259435.389643
  nChanged 28
		SP:Iteration 57Q (141917.950000 sec): 3 clusters
  Score: Raw -5262931.623381 + Penalty 3487.145515 = -5259444.477866
  nChanged 22
		SP:Iteration 58Q (141918.310000 sec): 3 clusters
  Score: Raw -5262939.334685 + Penalty 3487.145515 = -5259452.189170
  nChanged 15
		SP:Iteration 59Q (141918.660000 sec): 3 clusters
  Score: Raw -5262944.507720 + Penalty 3487.145515 = -5259457.362206
  nChanged 20
		SP:Iteration 60F (141919.050000 sec): 3 clusters
  Score: Raw -5262950.969015 + Penalty 3487.145515 = -5259463.823500
  nChanged 17
		SP:Iteration 61Q (141919.450000 sec): 3 clusters
  Score: Raw -5262956.639389 + Penalty 3487.145515 = -5259469.493875
  nChanged 12
		SP:Iteration 62Q (141919.800000 sec): 3 clusters
  Score: Raw -5262960.800327 + Penalty 3487.145515 = -5259473.654812
  nChanged 16
		SP:Iteration 63Q (141920.120000 sec): 3 clusters
  Score: Raw -5262966.587403 + Penalty 3487.145515 = -5259479.441889
  nChanged 17
		SP:Iteration 64Q (141920.470000 sec): 3 clusters
  Score: Raw -5262972.567675 + Penalty 3487.145515 = -5259485.422160
  nChanged 11
		SP:Iteration 65Q (141920.830000 sec): 3 clusters
  Score: Raw -5262975.993447 + Penalty 3487.145515 = -5259488.847932
  nChanged 9
		SP:Iteration 66Q (141921.180000 sec): 3 clusters
  Score: Raw -5262979.835147 + Penalty 3487.145515 = -5259492.689632
  nChanged 10
		SP:Iteration 67Q (141921.530000 sec): 3 clusters
  Score: Raw -5262984.194548 + Penalty 3487.145515 = -5259497.049033
  nChanged 10
		SP:Iteration 68Q (141921.830000 sec): 3 clusters
  Score: Raw -5262986.878124 + Penalty 3487.145515 = -5259499.732610
  nChanged 5
		SP:Iteration 69Q (141922.180000 sec): 3 clusters
  Score: Raw -5262987.933419 + Penalty 3487.145515 = -5259500.787905
  nChanged 3
		SP:Iteration 70Q (141922.540000 sec): 3 clusters
  Score: Raw -5262988.302165 + Penalty 3487.145515 = -5259501.156650
  nChanged 0
		SP:Iteration 71F (141922.890000 sec): 3 clusters
  Score: Raw -5262988.302165 + Penalty 3487.145515 = -5259501.156650
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141922.990000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141923.200000 sec): 3 clusters
  Score: Raw -590975.696727 + Penalty 2757.383425 = -588218.313303
  nChanged 1959
		SP:Iteration 1F (141923.390000 sec): 3 clusters
  Score: Raw -592012.497668 + Penalty 2757.383425 = -589255.114243
  nChanged 305
		SP:Iteration 2F (141923.570000 sec): 3 clusters
  Score: Raw -592171.875661 + Penalty 2757.383425 = -589414.492236
  nChanged 240
		SP:Iteration 3Q (141923.770000 sec): 3 clusters
  Score: Raw -592275.436672 + Penalty 2757.383425 = -589518.053247
  nChanged 161
		SP:Iteration 4Q (141923.950000 sec): 3 clusters
  Score: Raw -592330.591271 + Penalty 2757.383425 = -589573.207847
  nChanged 105
		SP:Iteration 5Q (141924.060000 sec): 3 clusters
  Score: Raw -592361.300036 + Penalty 2757.383425 = -589603.916612
  nChanged 75
		SP:Iteration 6Q (141924.250000 sec): 3 clusters
  Score: Raw -592381.249514 + Penalty 2757.383425 = -589623.866089
  nChanged 60
		SP:Iteration 7Q (141924.360000 sec): 3 clusters
  Score: Raw -592397.634305 + Penalty 2757.383425 = -589640.250880
  nChanged 51
		SP:Iteration 8Q (141924.490000 sec): 3 clusters
  Score: Raw -592408.313882 + Penalty 2757.383425 = -589650.930457
  nChanged 38
		SP:Iteration 9Q (141924.610000 sec): 3 clusters
  Score: Raw -592418.759232 + Penalty 2757.383425 = -589661.375807
  nChanged 45
		SP:Iteration 10Q (141924.800000 sec): 3 clusters
  Score: Raw -592430.776683 + Penalty 2757.383425 = -589673.393258
  nChanged 51
		SP:Iteration 11Q (141924.950000 sec): 3 clusters
  Score: Raw -592449.050852 + Penalty 2757.383425 = -589691.667427
  nChanged 70
		SP:Iteration 12Q (141925.140000 sec): 3 clusters
  Score: Raw -592474.399231 + Penalty 2757.383425 = -589717.015806
  nChanged 85
		SP:Iteration 13Q (141925.290000 sec): 3 clusters
  Score: Raw -592512.502341 + Penalty 2757.383425 = -589755.118916
  nChanged 120
		SP:Iteration 14Q (141925.440000 sec): 3 clusters
  Score: Raw -592563.342045 + Penalty 2757.383425 = -589805.958620
  nChanged 142
		SP:Iteration 15Q (141925.550000 sec): 3 clusters
  Score: Raw -592627.033650 + Penalty 2757.383425 = -589869.650225
  nChanged 130
		SP:Iteration 16Q (141925.680000 sec): 3 clusters
  Score: Raw -592688.275262 + Penalty 2757.383425 = -589930.891837
  nChanged 131
		SP:Iteration 17Q (141925.800000 sec): 3 clusters
  Score: Raw -592750.957202 + Penalty 2757.383425 = -589993.573777
  nChanged 133
		SP:Iteration 18Q (141925.910000 sec): 3 clusters
  Score: Raw -592807.774124 + Penalty 2757.383425 = -590050.390699
  nChanged 129
		SP:Iteration 19Q (141926.060000 sec): 3 clusters
  Score: Raw -592865.670169 + Penalty 2757.383425 = -590108.286745
  nChanged 134
		SP:Iteration 20F (141926.210000 sec): 3 clusters
  Score: Raw -592931.668689 + Penalty 2757.383425 = -590174.285265
  nChanged 121
		SP:Iteration 21Q (141926.340000 sec): 3 clusters
  Score: Raw -592987.900195 + Penalty 2757.383425 = -590230.516771
  nChanged 102
		SP:Iteration 22Q (141926.520000 sec): 3 clusters
  Score: Raw -593029.754525 + Penalty 2757.383425 = -590272.371101
  nChanged 90
		SP:Iteration 23Q (141926.730000 sec): 3 clusters
  Score: Raw -593069.030841 + Penalty 2757.383425 = -590311.647416
  nChanged 87
		SP:Iteration 24Q (141926.930000 sec): 3 clusters
  Score: Raw -593111.563046 + Penalty 2757.383425 = -590354.179621
  nChanged 92
		SP:Iteration 25Q (141927.070000 sec): 3 clusters
  Score: Raw -593153.081462 + Penalty 2757.383425 = -590395.698037
  nChanged 87
		SP:Iteration 26Q (141927.250000 sec): 3 clusters
  Score: Raw -593187.444079 + Penalty 2757.383425 = -590430.060655
  nChanged 79
		SP:Iteration 27Q (141927.430000 sec): 3 clusters
  Score: Raw -593216.126440 + Penalty 2757.383425 = -590458.743016
  nChanged 67
		SP:Iteration 28Q (141927.630000 sec): 3 clusters
  Score: Raw -593240.069318 + Penalty 2757.383425 = -590482.685893
  nChanged 55
		SP:Iteration 29Q (141927.800000 sec): 3 clusters
  Score: Raw -593260.545228 + Penalty 2757.383425 = -590503.161803
  nChanged 59
		SP:Iteration 30Q (141927.970000 sec): 3 clusters
  Score: Raw -593277.484614 + Penalty 2757.383425 = -590520.101189
  nChanged 41
		SP:Iteration 31Q (141928.120000 sec): 3 clusters
  Score: Raw -593289.549428 + Penalty 2757.383425 = -590532.166003
  nChanged 29
		SP:Iteration 32Q (141928.320000 sec): 3 clusters
  Score: Raw -593296.873173 + Penalty 2757.383425 = -590539.489749
  nChanged 24
		SP:Iteration 33Q (141928.480000 sec): 3 clusters
  Score: Raw -593303.806801 + Penalty 2757.383425 = -590546.423377
  nChanged 27
		SP:Iteration 34Q (141928.680000 sec): 3 clusters
  Score: Raw -593311.845020 + Penalty 2757.383425 = -590554.461596
  nChanged 18
		SP:Iteration 35Q (141928.890000 sec): 3 clusters
  Score: Raw -593317.153948 + Penalty 2757.383425 = -590559.770524
  nChanged 18
		SP:Iteration 36Q (141929.070000 sec): 3 clusters
  Score: Raw -593320.916506 + Penalty 2757.383425 = -590563.533081
  nChanged 17
		SP:Iteration 37Q (141929.230000 sec): 3 clusters
  Score: Raw -593324.483678 + Penalty 2757.383425 = -590567.100254
  nChanged 13
		SP:Iteration 38Q (141929.430000 sec): 3 clusters
  Score: Raw -593326.952998 + Penalty 2757.383425 = -590569.569574
  nChanged 10
		SP:Iteration 39Q (141929.650000 sec): 3 clusters
  Score: Raw -593328.823338 + Penalty 2757.383425 = -590571.439914
  nChanged 7
		SP:Iteration 40F (141929.850000 sec): 3 clusters
  Score: Raw -593329.921273 + Penalty 2757.383425 = -590572.537848
  nChanged 2
		SP:Iteration 41Q (141929.990000 sec): 3 clusters
  Score: Raw -593330.365336 + Penalty 2757.383425 = -590572.981911
  nChanged 4
		SP:Iteration 42Q (141930.160000 sec): 3 clusters
  Score: Raw -593330.935445 + Penalty 2757.383425 = -590573.552020
  nChanged 3
		SP:Iteration 43Q (141930.350000 sec): 3 clusters
  Score: Raw -593331.729648 + Penalty 2757.383425 = -590574.346223
  nChanged 6
		SP:Iteration 44Q (141930.550000 sec): 3 clusters
  Score: Raw -593332.715966 + Penalty 2757.383425 = -590575.332542
  nChanged 4
		SP:Iteration 45Q (141930.690000 sec): 3 clusters
  Score: Raw -593333.565158 + Penalty 2757.383425 = -590576.181734
  nChanged 6
		SP:Iteration 46Q (141930.900000 sec): 3 clusters
  Score: Raw -593334.668461 + Penalty 2757.383425 = -590577.285036
  nChanged 7
		SP:Iteration 47Q (141931.120000 sec): 3 clusters
  Score: Raw -593336.038148 + Penalty 2757.383425 = -590578.654723
  nChanged 7
		SP:Iteration 48Q (141931.280000 sec): 3 clusters
  Score: Raw -593337.501082 + Penalty 2757.383425 = -590580.117657
  nChanged 6
		SP:Iteration 49Q (141931.510000 sec): 3 clusters
  Score: Raw -593338.633055 + Penalty 2757.383425 = -590581.249630
  nChanged 4
		SP:Iteration 50Q (141931.720000 sec): 3 clusters
  Score: Raw -593339.455055 + Penalty 2757.383425 = -590582.071630
  nChanged 6
		SP:Iteration 51Q (141931.870000 sec): 3 clusters
  Score: Raw -593340.610196 + Penalty 2757.383425 = -590583.226771
  nChanged 5
		SP:Iteration 52Q (141932.060000 sec): 3 clusters
  Score: Raw -593341.543730 + Penalty 2757.383425 = -590584.160305
  nChanged 4
		SP:Iteration 53Q (141932.240000 sec): 3 clusters
  Score: Raw -593342.374992 + Penalty 2757.383425 = -590584.991568
  nChanged 2
		SP:Iteration 54Q (141932.360000 sec): 3 clusters
  Score: Raw -593342.742171 + Penalty 2757.383425 = -590585.358746
  nChanged 4
		SP:Iteration 55Q (141932.560000 sec): 3 clusters
  Score: Raw -593343.795984 + Penalty 2757.383425 = -590586.412559
  nChanged 5
		SP:Iteration 56Q (141932.720000 sec): 3 clusters
  Score: Raw -593344.822204 + Penalty 2757.383425 = -590587.438779
  nChanged 3
		SP:Iteration 57Q (141932.840000 sec): 3 clusters
  Score: Raw -593345.385684 + Penalty 2757.383425 = -590588.002259
  nChanged 2
		SP:Iteration 58Q (141933.020000 sec): 3 clusters
  Score: Raw -593345.725552 + Penalty 2757.383425 = -590588.342127
  nChanged 1
		SP:Iteration 59Q (141933.190000 sec): 3 clusters
  Score: Raw -593345.879443 + Penalty 2757.383425 = -590588.496018
  nChanged 1
		SP:Iteration 60F (141933.340000 sec): 3 clusters
  Score: Raw -593346.004912 + Penalty 2757.383425 = -590588.621488
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141933.430000 sec): 2 clusters
  Score: Raw -1510640.153264 + Penalty 1548.358117 = -1509091.795146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141933.670000 sec): 3 clusters
  Score: Raw -1502667.364471 + Penalty 3096.716234 = -1499570.648237
  nChanged 6103
		SP:Iteration 1F (141933.840000 sec): 3 clusters
  Score: Raw -1506212.631364 + Penalty 3096.716234 = -1503115.915130
  nChanged 1041
		SP:Iteration 2F (141934.050000 sec): 3 clusters
  Score: Raw -1506866.513952 + Penalty 3096.716234 = -1503769.797718
  nChanged 972
		SP:Iteration 3F (141934.300000 sec): 3 clusters
  Score: Raw -1507531.656836 + Penalty 3096.716234 = -1504434.940602
  nChanged 938
		SP:Iteration 4F (141934.510000 sec): 3 clusters
  Score: Raw -1508193.441365 + Penalty 3096.716234 = -1505096.725131
  nChanged 851
		SP:Iteration 5F (141934.770000 sec): 3 clusters
  Score: Raw -1508722.224030 + Penalty 3096.716234 = -1505625.507796
  nChanged 673
		SP:Iteration 6Q (141934.990000 sec): 3 clusters
  Score: Raw -1509120.056537 + Penalty 3096.716234 = -1506023.340302
  nChanged 571
		SP:Iteration 7Q (141935.270000 sec): 3 clusters
  Score: Raw -1509454.877911 + Penalty 3096.716234 = -1506358.161677
  nChanged 443
		SP:Iteration 8Q (141935.540000 sec): 3 clusters
  Score: Raw -1509719.028834 + Penalty 3096.716234 = -1506622.312600
  nChanged 373
		SP:Iteration 9Q (141935.780000 sec): 3 clusters
  Score: Raw -1509937.575497 + Penalty 3096.716234 = -1506840.859262
  nChanged 327
		SP:Iteration 10Q (141936.010000 sec): 3 clusters
  Score: Raw -1510103.982087 + Penalty 3096.716234 = -1507007.265853
  nChanged 281
		SP:Iteration 11Q (141936.280000 sec): 3 clusters
  Score: Raw -1510247.993540 + Penalty 3096.716234 = -1507151.277305
  nChanged 235
		SP:Iteration 12Q (141936.530000 sec): 3 clusters
  Score: Raw -1510363.452509 + Penalty 3096.716234 = -1507266.736274
  nChanged 202
		SP:Iteration 13Q (141936.750000 sec): 3 clusters
  Score: Raw -1510454.949495 + Penalty 3096.716234 = -1507358.233261
  nChanged 194
		SP:Iteration 14Q (141936.990000 sec): 3 clusters
  Score: Raw -1510544.156741 + Penalty 3096.716234 = -1507447.440506
  nChanged 177
		SP:Iteration 15Q (141937.230000 sec): 3 clusters
  Score: Raw -1510621.676205 + Penalty 3096.716234 = -1507524.959971
  nChanged 145
		SP:Iteration 16Q (141937.420000 sec): 3 clusters
  Score: Raw -1510679.606954 + Penalty 3096.716234 = -1507582.890719
  nChanged 136
		SP:Iteration 17Q (141937.670000 sec): 3 clusters
  Score: Raw -1510732.274943 + Penalty 3096.716234 = -1507635.558708
  nChanged 124
		SP:Iteration 18Q (141937.840000 sec): 3 clusters
  Score: Raw -1510773.850892 + Penalty 3096.716234 = -1507677.134657
  nChanged 106
		SP:Iteration 19Q (141938.040000 sec): 3 clusters
  Score: Raw -1510811.905714 + Penalty 3096.716234 = -1507715.189480
  nChanged 97
		SP:Iteration 20F (141938.240000 sec): 3 clusters
  Score: Raw -1510843.824825 + Penalty 3096.716234 = -1507747.108590
  nChanged 93
		SP:Iteration 21Q (141938.430000 sec): 3 clusters
  Score: Raw -1510875.859919 + Penalty 3096.716234 = -1507779.143685
  nChanged 96
		SP:Iteration 22Q (141938.670000 sec): 3 clusters
  Score: Raw -1510913.965556 + Penalty 3096.716234 = -1507817.249322
  nChanged 91
		SP:Iteration 23Q (141938.880000 sec): 3 clusters
  Score: Raw -1510949.537929 + Penalty 3096.716234 = -1507852.821694
  nChanged 88
		SP:Iteration 24Q (141939.130000 sec): 3 clusters
  Score: Raw -1510984.446128 + Penalty 3096.716234 = -1507887.729894
  nChanged 78
		SP:Iteration 25Q (141939.340000 sec): 3 clusters
  Score: Raw -1511017.801812 + Penalty 3096.716234 = -1507921.085578
  nChanged 68
		SP:Iteration 26Q (141939.520000 sec): 3 clusters
  Score: Raw -1511043.678292 + Penalty 3096.716234 = -1507946.962058
  nChanged 52
		SP:Iteration 27Q (141939.740000 sec): 3 clusters
  Score: Raw -1511063.188020 + Penalty 3096.716234 = -1507966.471785
  nChanged 43
		SP:Iteration 28Q (141939.950000 sec): 3 clusters
  Score: Raw -1511082.896128 + Penalty 3096.716234 = -1507986.179894
  nChanged 39
		SP:Iteration 29Q (141940.170000 sec): 3 clusters
  Score: Raw -1511095.800418 + Penalty 3096.716234 = -1507999.084184
  nChanged 34
		SP:Iteration 30Q (141940.300000 sec): 3 clusters
  Score: Raw -1511107.295906 + Penalty 3096.716234 = -1508010.579672
  nChanged 24
		SP:Iteration 31Q (141940.510000 sec): 3 clusters
  Score: Raw -1511115.464740 + Penalty 3096.716234 = -1508018.748506
  nChanged 23
		SP:Iteration 32Q (141940.730000 sec): 3 clusters
  Score: Raw -1511122.868328 + Penalty 3096.716234 = -1508026.152093
  nChanged 15
		SP:Iteration 33Q (141940.940000 sec): 3 clusters
  Score: Raw -1511127.836133 + Penalty 3096.716234 = -1508031.119898
  nChanged 15
		SP:Iteration 34Q (141941.140000 sec): 3 clusters
  Score: Raw -1511132.322635 + Penalty 3096.716234 = -1508035.606400
  nChanged 11
		SP:Iteration 35Q (141941.320000 sec): 3 clusters
  Score: Raw -1511136.416768 + Penalty 3096.716234 = -1508039.700534
  nChanged 15
		SP:Iteration 36Q (141941.540000 sec): 3 clusters
  Score: Raw -1511139.932805 + Penalty 3096.716234 = -1508043.216571
  nChanged 9
		SP:Iteration 37Q (141941.780000 sec): 3 clusters
  Score: Raw -1511142.319108 + Penalty 3096.716234 = -1508045.602873
  nChanged 11
		SP:Iteration 38Q (141941.950000 sec): 3 clusters
  Score: Raw -1511144.998992 + Penalty 3096.716234 = -1508048.282758
  nChanged 5
		SP:Iteration 39Q (141942.180000 sec): 3 clusters
  Score: Raw -1511146.651368 + Penalty 3096.716234 = -1508049.935134
  nChanged 2
		SP:Iteration 40F (141942.370000 sec): 3 clusters
  Score: Raw -1511146.929790 + Penalty 3096.716234 = -1508050.213555
  nChanged 3
		SP:Iteration 41Q (141942.540000 sec): 3 clusters
  Score: Raw -1511147.400158 + Penalty 3096.716234 = -1508050.683924
  nChanged 5
		SP:Iteration 42Q (141942.730000 sec): 3 clusters
  Score: Raw -1511148.906102 + Penalty 3096.716234 = -1508052.189868
  nChanged 6
		SP:Iteration 43Q (141942.910000 sec): 3 clusters
  Score: Raw -1511150.882216 + Penalty 3096.716234 = -1508054.165981
  nChanged 4
		SP:Iteration 44Q (141943.130000 sec): 3 clusters
  Score: Raw -1511153.015116 + Penalty 3096.716234 = -1508056.298882
  nChanged 5
		SP:Iteration 45Q (141943.310000 sec): 3 clusters
  Score: Raw -1511153.821473 + Penalty 3096.716234 = -1508057.105238
  nChanged 3
		SP:Iteration 46Q (141943.520000 sec): 3 clusters
  Score: Raw -1511154.687294 + Penalty 3096.716234 = -1508057.971060
  nChanged 4
		SP:Iteration 47Q (141943.720000 sec): 3 clusters
  Score: Raw -1511155.470813 + Penalty 3096.716234 = -1508058.754578
  nChanged 3
		SP:Iteration 48Q (141943.940000 sec): 3 clusters
  Score: Raw -1511155.944955 + Penalty 3096.716234 = -1508059.228720
  nChanged 2
		SP:Iteration 49Q (141944.130000 sec): 3 clusters
  Score: Raw -1511156.550642 + Penalty 3096.716234 = -1508059.834408
  nChanged 1
		SP:Iteration 50Q (141944.340000 sec): 3 clusters
  Score: Raw -1511156.705034 + Penalty 3096.716234 = -1508059.988800
  nChanged 0
		SP:Iteration 51F (141944.510000 sec): 3 clusters
  Score: Raw -1511156.705034 + Penalty 3096.716234 = -1508059.988800
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141944.600000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141944.770000 sec): 3 clusters
  Score: Raw -19176.402471 + Penalty 1708.685996 = -17467.716475
  nChanged 32
		SP:Iteration 1F (141944.910000 sec): 3 clusters
  Score: Raw -19280.428881 + Penalty 1708.685996 = -17571.742885
  nChanged 8
		SP:Iteration 2Q (141945.050000 sec): 3 clusters
  Score: Raw -19305.061816 + Penalty 1708.685996 = -17596.375821
  nChanged 1
		SP:Iteration 3Q (141945.190000 sec): 3 clusters
  Score: Raw -19308.355344 + Penalty 1708.685996 = -17599.669348
  nChanged 0
		SP:Iteration 4F (141945.330000 sec): 3 clusters
  Score: Raw -19308.355344 + Penalty 1708.685996 = -17599.669348
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (364366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141947.050000 sec): 2 clusters
  Score: Raw -44310917.976249 + Penalty 2080.961047 = -44308837.015201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141949.020000 sec): 3 clusters
  Score: Raw -44066358.772206 + Penalty 4161.922094 = -44062196.850112
  nChanged 177972
		SP:Iteration 1F (141950.950000 sec): 3 clusters
  Score: Raw -44173005.939489 + Penalty 4161.922094 = -44168844.017395
  nChanged 9357
		SP:Iteration 2Q (141952.800000 sec): 3 clusters
  Score: Raw -44175006.383982 + Penalty 4161.922094 = -44170844.461888
  nChanged 12254
		SP:Iteration 3Q (141954.650000 sec): 3 clusters
  Score: Raw -44178664.920086 + Penalty 4161.922094 = -44174502.997992
  nChanged 16980
		SP:Iteration 4Q (141956.770000 sec): 3 clusters
  Score: Raw -44185860.212765 + Penalty 4161.922094 = -44181698.290670
  nChanged 23495
		SP:Iteration 5F (141958.650000 sec): 3 clusters
  Score: Raw -44199485.380270 + Penalty 4161.922094 = -44195323.458176
  nChanged 29654
		SP:Iteration 6F (141960.450000 sec): 3 clusters
  Score: Raw -44221357.700762 + Penalty 4161.922094 = -44217195.778668
  nChanged 32035
		SP:Iteration 7F (141962.320000 sec): 3 clusters
  Score: Raw -44249235.593868 + Penalty 4161.922094 = -44245073.671774
  nChanged 28707
		SP:Iteration 8F (141964.200000 sec): 3 clusters
  Score: Raw -44277150.360918 + Penalty 4161.922094 = -44272988.438823
  nChanged 19791
		SP:Iteration 9F (141966.050000 sec): 3 clusters
  Score: Raw -44297288.971682 + Penalty 4161.922094 = -44293127.049587
  nChanged 9787
		SP:Iteration 10Q (141967.970000 sec): 3 clusters
  Score: Raw -44307104.298565 + Penalty 4161.922094 = -44302942.376470
  nChanged 3180
		SP:Iteration 11Q (141969.970000 sec): 3 clusters
  Score: Raw -44310090.170706 + Penalty 4161.922094 = -44305928.248612
  nChanged 743
		SP:Iteration 12Q (141971.770000 sec): 3 clusters
  Score: Raw -44310802.660531 + Penalty 4161.922094 = -44306640.738437
  nChanged 172
		SP:Iteration 13Q (141973.600000 sec): 3 clusters
  Score: Raw -44311009.479249 + Penalty 4161.922094 = -44306847.557155
  nChanged 52
		SP:Iteration 14Q (141975.330000 sec): 3 clusters
  Score: Raw -44311087.014278 + Penalty 4161.922094 = -44306925.092184
  nChanged 28
		SP:Iteration 15Q (141977.050000 sec): 3 clusters
  Score: Raw -44311125.167449 + Penalty 4161.922094 = -44306963.245355
  nChanged 11
		SP:Iteration 16Q (141978.620000 sec): 3 clusters
  Score: Raw -44311146.450946 + Penalty 4161.922094 = -44306984.528851
  nChanged 5
		SP:Iteration 17Q (141980.210000 sec): 3 clusters
  Score: Raw -44311156.101063 + Penalty 4161.922094 = -44306994.178969
  nChanged 5
		SP:Iteration 18Q (141981.850000 sec): 3 clusters
  Score: Raw -44311162.086674 + Penalty 4161.922094 = -44307000.164580
  nChanged 2
		SP:Iteration 19Q (141983.560000 sec): 3 clusters
  Score: Raw -44311168.107406 + Penalty 4161.922094 = -44307006.185312
  nChanged 1
		SP:Iteration 20F (141985.310000 sec): 3 clusters
  Score: Raw -44311170.762144 + Penalty 4161.922094 = -44307008.840050
  nChanged 1
		SP:Iteration 21Q (141986.990000 sec): 3 clusters
  Score: Raw -44311172.895731 + Penalty 4161.922094 = -44307010.973637
  nChanged 1
		SP:Iteration 22Q (141988.710000 sec): 3 clusters
  Score: Raw -44311173.594716 + Penalty 4161.922094 = -44307011.672622
  nChanged 1
		SP:Iteration 23Q (141990.370000 sec): 3 clusters
  Score: Raw -44311174.036080 + Penalty 4161.922094 = -44307012.113986
  nChanged 0
		SP:Iteration 24F (141992.330000 sec): 3 clusters
  Score: Raw -44311174.036080 + Penalty 4161.922094 = -44307012.113986
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (141992.670000 sec): 2 clusters
  Score: Raw -2552592.640511 + Penalty 1627.012855 = -2550965.627656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (141992.950000 sec): 3 clusters
  Score: Raw -2539123.047145 + Penalty 3254.025710 = -2535869.021435
  nChanged 10194
		SP:Iteration 1F (141993.190000 sec): 3 clusters
  Score: Raw -2544944.143593 + Penalty 3254.025710 = -2541690.117883
  nChanged 1405
		SP:Iteration 2F (141993.490000 sec): 3 clusters
  Score: Raw -2545638.121258 + Penalty 3254.025710 = -2542384.095548
  nChanged 1366
		SP:Iteration 3F (141993.770000 sec): 3 clusters
  Score: Raw -2546384.170643 + Penalty 3254.025710 = -2543130.144933
  nChanged 1393
		SP:Iteration 4F (141994.070000 sec): 3 clusters
  Score: Raw -2547181.844682 + Penalty 3254.025710 = -2543927.818972
  nChanged 1375
		SP:Iteration 5F (141994.330000 sec): 3 clusters
  Score: Raw -2547943.632257 + Penalty 3254.025710 = -2544689.606547
  nChanged 1240
		SP:Iteration 6F (141994.610000 sec): 3 clusters
  Score: Raw -2548607.871909 + Penalty 3254.025710 = -2545353.846199
  nChanged 1086
		SP:Iteration 7Q (141994.890000 sec): 3 clusters
  Score: Raw -2549115.457023 + Penalty 3254.025710 = -2545861.431314
  nChanged 898
		SP:Iteration 8Q (141995.180000 sec): 3 clusters
  Score: Raw -2549463.147643 + Penalty 3254.025710 = -2546209.121933
  nChanged 697
		SP:Iteration 9Q (141995.460000 sec): 3 clusters
  Score: Raw -2549703.762108 + Penalty 3254.025710 = -2546449.736398
  nChanged 562
		SP:Iteration 10Q (141995.710000 sec): 3 clusters
  Score: Raw -2549901.535471 + Penalty 3254.025710 = -2546647.509762
  nChanged 497
		SP:Iteration 11Q (141995.980000 sec): 3 clusters
  Score: Raw -2550046.141514 + Penalty 3254.025710 = -2546792.115804
  nChanged 383
		SP:Iteration 12Q (141996.260000 sec): 3 clusters
  Score: Raw -2550165.900234 + Penalty 3254.025710 = -2546911.874524
  nChanged 346
		SP:Iteration 13Q (141996.540000 sec): 3 clusters
  Score: Raw -2550283.253186 + Penalty 3254.025710 = -2547029.227476
  nChanged 352
		SP:Iteration 14Q (141996.860000 sec): 3 clusters
  Score: Raw -2550406.312990 + Penalty 3254.025710 = -2547152.287280
  nChanged 349
		SP:Iteration 15Q (141997.190000 sec): 3 clusters
  Score: Raw -2550518.866096 + Penalty 3254.025710 = -2547264.840386
  nChanged 329
		SP:Iteration 16Q (141997.440000 sec): 3 clusters
  Score: Raw -2550634.962247 + Penalty 3254.025710 = -2547380.936537
  nChanged 367
		SP:Iteration 17Q (141997.740000 sec): 3 clusters
  Score: Raw -2550767.846495 + Penalty 3254.025710 = -2547513.820785
  nChanged 338
		SP:Iteration 18Q (141997.960000 sec): 3 clusters
  Score: Raw -2550894.153690 + Penalty 3254.025710 = -2547640.127980
  nChanged 332
		SP:Iteration 19Q (141998.270000 sec): 3 clusters
  Score: Raw -2551007.796507 + Penalty 3254.025710 = -2547753.770797
  nChanged 321
		SP:Iteration 20F (141998.490000 sec): 3 clusters
  Score: Raw -2551118.786016 + Penalty 3254.025710 = -2547864.760306
  nChanged 311
		SP:Iteration 21Q (141998.770000 sec): 3 clusters
  Score: Raw -2551228.488444 + Penalty 3254.025710 = -2547974.462734
  nChanged 290
		SP:Iteration 22Q (141999.080000 sec): 3 clusters
  Score: Raw -2551331.490248 + Penalty 3254.025710 = -2548077.464538
  nChanged 292
		SP:Iteration 23Q (141999.310000 sec): 3 clusters
  Score: Raw -2551433.227140 + Penalty 3254.025710 = -2548179.201430
  nChanged 260
		SP:Iteration 24Q (141999.640000 sec): 3 clusters
  Score: Raw -2551531.480236 + Penalty 3254.025710 = -2548277.454526
  nChanged 266
		SP:Iteration 25Q (141999.950000 sec): 3 clusters
  Score: Raw -2551628.817468 + Penalty 3254.025710 = -2548374.791758
  nChanged 259
		SP:Iteration 26Q (142000.220000 sec): 3 clusters
  Score: Raw -2551712.286951 + Penalty 3254.025710 = -2548458.261241
  nChanged 237
		SP:Iteration 27Q (142000.550000 sec): 3 clusters
  Score: Raw -2551789.710311 + Penalty 3254.025710 = -2548535.684601
  nChanged 239
		SP:Iteration 28Q (142000.830000 sec): 3 clusters
  Score: Raw -2551876.700484 + Penalty 3254.025710 = -2548622.674774
  nChanged 234
		SP:Iteration 29Q (142001.090000 sec): 3 clusters
  Score: Raw -2551966.472168 + Penalty 3254.025710 = -2548712.446459
  nChanged 230
		SP:Iteration 30Q (142001.400000 sec): 3 clusters
  Score: Raw -2552047.608607 + Penalty 3254.025710 = -2548793.582897
  nChanged 191
		SP:Iteration 31Q (142001.700000 sec): 3 clusters
  Score: Raw -2552110.012313 + Penalty 3254.025710 = -2548855.986603
  nChanged 180
		SP:Iteration 32Q (142002.000000 sec): 3 clusters
  Score: Raw -2552175.662311 + Penalty 3254.025710 = -2548921.636601
  nChanged 169
		SP:Iteration 33Q (142002.270000 sec): 3 clusters
  Score: Raw -2552242.654557 + Penalty 3254.025710 = -2548988.628847
  nChanged 192
		SP:Iteration 34Q (142002.530000 sec): 3 clusters
  Score: Raw -2552312.797217 + Penalty 3254.025710 = -2549058.771507
  nChanged 182
		SP:Iteration 35Q (142002.810000 sec): 3 clusters
  Score: Raw -2552386.011660 + Penalty 3254.025710 = -2549131.985951
  nChanged 198
		SP:Iteration 36Q (142003.120000 sec): 3 clusters
  Score: Raw -2552470.770566 + Penalty 3254.025710 = -2549216.744856
  nChanged 204
		SP:Iteration 37Q (142003.400000 sec): 3 clusters
  Score: Raw -2552568.826760 + Penalty 3254.025710 = -2549314.801050
  nChanged 204
		SP:Iteration 38Q (142003.670000 sec): 3 clusters
  Score: Raw -2552660.688972 + Penalty 3254.025710 = -2549406.663262
  nChanged 182
		SP:Iteration 39Q (142003.960000 sec): 3 clusters
  Score: Raw -2552749.669388 + Penalty 3254.025710 = -2549495.643679
  nChanged 169
		SP:Iteration 40F (142004.250000 sec): 3 clusters
  Score: Raw -2552835.979479 + Penalty 3254.025710 = -2549581.953769
  nChanged 157
		SP:Iteration 41Q (142004.530000 sec): 3 clusters
  Score: Raw -2552899.596789 + Penalty 3254.025710 = -2549645.571079
  nChanged 142
		SP:Iteration 42Q (142004.810000 sec): 3 clusters
  Score: Raw -2552946.489429 + Penalty 3254.025710 = -2549692.463719
  nChanged 127
		SP:Iteration 43Q (142005.060000 sec): 3 clusters
  Score: Raw -2552996.231239 + Penalty 3254.025710 = -2549742.205529
  nChanged 135
		SP:Iteration 44Q (142005.330000 sec): 3 clusters
  Score: Raw -2553050.943281 + Penalty 3254.025710 = -2549796.917571
  nChanged 124
		SP:Iteration 45Q (142005.600000 sec): 3 clusters
  Score: Raw -2553106.935257 + Penalty 3254.025710 = -2549852.909548
  nChanged 127
		SP:Iteration 46Q (142005.930000 sec): 3 clusters
  Score: Raw -2553162.427177 + Penalty 3254.025710 = -2549908.401468
  nChanged 112
		SP:Iteration 47Q (142006.170000 sec): 3 clusters
  Score: Raw -2553201.271176 + Penalty 3254.025710 = -2549947.245466
  nChanged 82
		SP:Iteration 48Q (142006.460000 sec): 3 clusters
  Score: Raw -2553224.066413 + Penalty 3254.025710 = -2549970.040704
  nChanged 66
		SP:Iteration 49Q (142006.720000 sec): 3 clusters
  Score: Raw -2553240.088017 + Penalty 3254.025710 = -2549986.062308
  nChanged 52
		SP:Iteration 50Q (142006.970000 sec): 3 clusters
  Score: Raw -2553251.055309 + Penalty 3254.025710 = -2549997.029600
  nChanged 53
		SP:Iteration 51Q (142007.210000 sec): 3 clusters
  Score: Raw -2553263.173823 + Penalty 3254.025710 = -2550009.148113
  nChanged 55
		SP:Iteration 52Q (142007.500000 sec): 3 clusters
  Score: Raw -2553276.072568 + Penalty 3254.025710 = -2550022.046858
  nChanged 49
		SP:Iteration 53Q (142007.740000 sec): 3 clusters
  Score: Raw -2553286.348546 + Penalty 3254.025710 = -2550032.322836
  nChanged 38
		SP:Iteration 54Q (142008.030000 sec): 3 clusters
  Score: Raw -2553294.090300 + Penalty 3254.025710 = -2550040.064590
  nChanged 38
		SP:Iteration 55Q (142008.300000 sec): 3 clusters
  Score: Raw -2553300.785335 + Penalty 3254.025710 = -2550046.759625
  nChanged 22
		SP:Iteration 56Q (142008.570000 sec): 3 clusters
  Score: Raw -2553303.820678 + Penalty 3254.025710 = -2550049.794968
  nChanged 19
		SP:Iteration 57Q (142008.830000 sec): 3 clusters
  Score: Raw -2553306.849624 + Penalty 3254.025710 = -2550052.823914
  nChanged 14
		SP:Iteration 58Q (142009.100000 sec): 3 clusters
  Score: Raw -2553309.215891 + Penalty 3254.025710 = -2550055.190181
  nChanged 12
		SP:Iteration 59Q (142009.330000 sec): 3 clusters
  Score: Raw -2553311.372804 + Penalty 3254.025710 = -2550057.347094
  nChanged 22
		SP:Iteration 60F (142009.570000 sec): 3 clusters
  Score: Raw -2553315.331246 + Penalty 3254.025710 = -2550061.305536
  nChanged 19
		SP:Iteration 61Q (142009.810000 sec): 3 clusters
  Score: Raw -2553317.962708 + Penalty 3254.025710 = -2550063.936998
  nChanged 14
		SP:Iteration 62Q (142010.090000 sec): 3 clusters
  Score: Raw -2553320.160715 + Penalty 3254.025710 = -2550066.135005
  nChanged 24
		SP:Iteration 63Q (142010.330000 sec): 3 clusters
  Score: Raw -2553324.222294 + Penalty 3254.025710 = -2550070.196584
  nChanged 29
		SP:Iteration 64Q (142010.600000 sec): 3 clusters
  Score: Raw -2553329.977637 + Penalty 3254.025710 = -2550075.951928
  nChanged 24
		SP:Iteration 65Q (142010.930000 sec): 3 clusters
  Score: Raw -2553333.985041 + Penalty 3254.025710 = -2550079.959331
  nChanged 25
		SP:Iteration 66Q (142011.190000 sec): 3 clusters
  Score: Raw -2553337.845554 + Penalty 3254.025710 = -2550083.819845
  nChanged 19
		SP:Iteration 67Q (142011.510000 sec): 3 clusters
  Score: Raw -2553340.942182 + Penalty 3254.025710 = -2550086.916472
  nChanged 18
		SP:Iteration 68Q (142011.790000 sec): 3 clusters
  Score: Raw -2553343.184859 + Penalty 3254.025710 = -2550089.159149
  nChanged 12
		SP:Iteration 69Q (142012.020000 sec): 3 clusters
  Score: Raw -2553344.422874 + Penalty 3254.025710 = -2550090.397165
  nChanged 5
		SP:Iteration 70Q (142012.300000 sec): 3 clusters
  Score: Raw -2553344.901983 + Penalty 3254.025710 = -2550090.876273
  nChanged 2
		SP:Iteration 71Q (142012.630000 sec): 3 clusters
  Score: Raw -2553345.035204 + Penalty 3254.025710 = -2550091.009494
  nChanged 0
		SP:Iteration 72F (142012.850000 sec): 3 clusters
  Score: Raw -2553345.035204 + Penalty 3254.025710 = -2550091.009494
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142013.120000 sec): 2 clusters
  Score: Raw -5111195.208607 + Penalty 1726.949599 = -5109468.259008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142013.450000 sec): 3 clusters
  Score: Raw -5085259.062848 + Penalty 3453.899198 = -5081805.163650
  nChanged 19160
		SP:Iteration 1F (142013.770000 sec): 3 clusters
  Score: Raw -5096190.995917 + Penalty 3453.899198 = -5092737.096719
  nChanged 1835
		SP:Iteration 2Q (142014.100000 sec): 3 clusters
  Score: Raw -5096851.172573 + Penalty 3453.899198 = -5093397.273375
  nChanged 2010
		SP:Iteration 3Q (142014.510000 sec): 3 clusters
  Score: Raw -5097751.025082 + Penalty 3453.899198 = -5094297.125884
  nChanged 2287
		SP:Iteration 4F (142014.860000 sec): 3 clusters
  Score: Raw -5098980.360708 + Penalty 3453.899198 = -5095526.461510
  nChanged 2496
		SP:Iteration 5F (142015.260000 sec): 3 clusters
  Score: Raw -5100579.380306 + Penalty 3453.899198 = -5097125.481107
  nChanged 2708
		SP:Iteration 6F (142015.680000 sec): 3 clusters
  Score: Raw -5102419.970208 + Penalty 3453.899198 = -5098966.071010
  nChanged 2525
		SP:Iteration 7F (142016.070000 sec): 3 clusters
  Score: Raw -5103932.258031 + Penalty 3453.899198 = -5100478.358833
  nChanged 2110
		SP:Iteration 8F (142016.470000 sec): 3 clusters
  Score: Raw -5104969.934601 + Penalty 3453.899198 = -5101516.035403
  nChanged 1723
		SP:Iteration 9Q (142016.850000 sec): 3 clusters
  Score: Raw -5105781.146329 + Penalty 3453.899198 = -5102327.247131
  nChanged 1516
		SP:Iteration 10Q (142017.210000 sec): 3 clusters
  Score: Raw -5106454.494447 + Penalty 3453.899198 = -5103000.595249
  nChanged 1418
		SP:Iteration 11Q (142017.600000 sec): 3 clusters
  Score: Raw -5107100.668938 + Penalty 3453.899198 = -5103646.769740
  nChanged 1432
		SP:Iteration 12Q (142018.040000 sec): 3 clusters
  Score: Raw -5107716.154608 + Penalty 3453.899198 = -5104262.255410
  nChanged 1380
		SP:Iteration 13Q (142018.400000 sec): 3 clusters
  Score: Raw -5108293.529156 + Penalty 3453.899198 = -5104839.629957
  nChanged 1298
		SP:Iteration 14Q (142018.780000 sec): 3 clusters
  Score: Raw -5108819.178531 + Penalty 3453.899198 = -5105365.279333
  nChanged 1250
		SP:Iteration 15Q (142019.160000 sec): 3 clusters
  Score: Raw -5109333.625946 + Penalty 3453.899198 = -5105879.726747
  nChanged 1133
		SP:Iteration 16Q (142019.510000 sec): 3 clusters
  Score: Raw -5109786.000798 + Penalty 3453.899198 = -5106332.101599
  nChanged 976
		SP:Iteration 17Q (142019.800000 sec): 3 clusters
  Score: Raw -5110159.213564 + Penalty 3453.899198 = -5106705.314365
  nChanged 823
		SP:Iteration 18Q (142020.140000 sec): 3 clusters
  Score: Raw -5110455.976635 + Penalty 3453.899198 = -5107002.077436
  nChanged 721
		SP:Iteration 19Q (142020.460000 sec): 3 clusters
  Score: Raw -5110705.326283 + Penalty 3453.899198 = -5107251.427084
  nChanged 551
		SP:Iteration 20F (142020.810000 sec): 3 clusters
  Score: Raw -5110886.330711 + Penalty 3453.899198 = -5107432.431513
  nChanged 469
		SP:Iteration 21Q (142021.190000 sec): 3 clusters
  Score: Raw -5111034.444579 + Penalty 3453.899198 = -5107580.545381
  nChanged 402
		SP:Iteration 22Q (142021.550000 sec): 3 clusters
  Score: Raw -5111161.867895 + Penalty 3453.899198 = -5107707.968696
  nChanged 339
		SP:Iteration 23Q (142021.910000 sec): 3 clusters
  Score: Raw -5111265.235786 + Penalty 3453.899198 = -5107811.336587
  nChanged 274
		SP:Iteration 24Q (142022.250000 sec): 3 clusters
  Score: Raw -5111348.629061 + Penalty 3453.899198 = -5107894.729862
  nChanged 207
		SP:Iteration 25Q (142022.680000 sec): 3 clusters
  Score: Raw -5111407.830852 + Penalty 3453.899198 = -5107953.931653
  nChanged 183
		SP:Iteration 26Q (142023.020000 sec): 3 clusters
  Score: Raw -5111458.247695 + Penalty 3453.899198 = -5108004.348496
  nChanged 154
		SP:Iteration 27Q (142023.440000 sec): 3 clusters
  Score: Raw -5111494.804581 + Penalty 3453.899198 = -5108040.905383
  nChanged 102
		SP:Iteration 28Q (142023.790000 sec): 3 clusters
  Score: Raw -5111518.071669 + Penalty 3453.899198 = -5108064.172470
  nChanged 93
		SP:Iteration 29Q (142024.170000 sec): 3 clusters
  Score: Raw -5111539.995835 + Penalty 3453.899198 = -5108086.096636
  nChanged 84
		SP:Iteration 30Q (142024.560000 sec): 3 clusters
  Score: Raw -5111559.944289 + Penalty 3453.899198 = -5108106.045090
  nChanged 66
		SP:Iteration 31Q (142024.900000 sec): 3 clusters
  Score: Raw -5111574.295625 + Penalty 3453.899198 = -5108120.396427
  nChanged 52
		SP:Iteration 32Q (142025.260000 sec): 3 clusters
  Score: Raw -5111584.340648 + Penalty 3453.899198 = -5108130.441449
  nChanged 35
		SP:Iteration 33Q (142025.620000 sec): 3 clusters
  Score: Raw -5111590.754072 + Penalty 3453.899198 = -5108136.854874
  nChanged 36
		SP:Iteration 34Q (142025.970000 sec): 3 clusters
  Score: Raw -5111598.586369 + Penalty 3453.899198 = -5108144.687170
  nChanged 31
		SP:Iteration 35Q (142026.330000 sec): 3 clusters
  Score: Raw -5111605.247103 + Penalty 3453.899198 = -5108151.347905
  nChanged 30
		SP:Iteration 36Q (142026.670000 sec): 3 clusters
  Score: Raw -5111610.463429 + Penalty 3453.899198 = -5108156.564231
  nChanged 26
		SP:Iteration 37Q (142027.100000 sec): 3 clusters
  Score: Raw -5111615.774673 + Penalty 3453.899198 = -5108161.875474
  nChanged 36
		SP:Iteration 38Q (142027.420000 sec): 3 clusters
  Score: Raw -5111624.323818 + Penalty 3453.899198 = -5108170.424619
  nChanged 40
		SP:Iteration 39Q (142027.780000 sec): 3 clusters
  Score: Raw -5111633.750280 + Penalty 3453.899198 = -5108179.851081
  nChanged 41
		SP:Iteration 40F (142028.150000 sec): 3 clusters
  Score: Raw -5111642.879293 + Penalty 3453.899198 = -5108188.980095
  nChanged 39
		SP:Iteration 41Q (142028.500000 sec): 3 clusters
  Score: Raw -5111651.157435 + Penalty 3453.899198 = -5108197.258236
  nChanged 31
		SP:Iteration 42Q (142028.830000 sec): 3 clusters
  Score: Raw -5111657.321611 + Penalty 3453.899198 = -5108203.422412
  nChanged 24
		SP:Iteration 43Q (142029.210000 sec): 3 clusters
  Score: Raw -5111660.886368 + Penalty 3453.899198 = -5108206.987170
  nChanged 13
		SP:Iteration 44Q (142029.540000 sec): 3 clusters
  Score: Raw -5111663.263057 + Penalty 3453.899198 = -5108209.363858
  nChanged 14
		SP:Iteration 45Q (142029.890000 sec): 3 clusters
  Score: Raw -5111665.979790 + Penalty 3453.899198 = -5108212.080591
  nChanged 13
		SP:Iteration 46Q (142030.240000 sec): 3 clusters
  Score: Raw -5111669.121657 + Penalty 3453.899198 = -5108215.222459
  nChanged 16
		SP:Iteration 47Q (142030.600000 sec): 3 clusters
  Score: Raw -5111672.232092 + Penalty 3453.899198 = -5108218.332894
  nChanged 10
		SP:Iteration 48Q (142030.970000 sec): 3 clusters
  Score: Raw -5111674.229425 + Penalty 3453.899198 = -5108220.330226
  nChanged 10
		SP:Iteration 49Q (142031.330000 sec): 3 clusters
  Score: Raw -5111676.345136 + Penalty 3453.899198 = -5108222.445938
  nChanged 11
		SP:Iteration 50Q (142031.680000 sec): 3 clusters
  Score: Raw -5111677.925111 + Penalty 3453.899198 = -5108224.025913
  nChanged 6
		SP:Iteration 51Q (142032.000000 sec): 3 clusters
  Score: Raw -5111679.694183 + Penalty 3453.899198 = -5108225.794985
  nChanged 8
		SP:Iteration 52Q (142032.400000 sec): 3 clusters
  Score: Raw -5111681.311735 + Penalty 3453.899198 = -5108227.412536
  nChanged 11
		SP:Iteration 53Q (142032.790000 sec): 3 clusters
  Score: Raw -5111682.866345 + Penalty 3453.899198 = -5108228.967146
  nChanged 5
		SP:Iteration 54Q (142033.140000 sec): 3 clusters
  Score: Raw -5111683.519071 + Penalty 3453.899198 = -5108229.619873
  nChanged 3
		SP:Iteration 55Q (142033.540000 sec): 3 clusters
  Score: Raw -5111684.021296 + Penalty 3453.899198 = -5108230.122098
  nChanged 3
		SP:Iteration 56Q (142033.920000 sec): 3 clusters
  Score: Raw -5111684.572467 + Penalty 3453.899198 = -5108230.673269
  nChanged 1
		SP:Iteration 57Q (142034.270000 sec): 3 clusters
  Score: Raw -5111684.731405 + Penalty 3453.899198 = -5108230.832206
  nChanged 1
		SP:Iteration 58Q (142034.660000 sec): 3 clusters
  Score: Raw -5111684.826445 + Penalty 3453.899198 = -5108230.927246
  nChanged 0
		SP:Iteration 59F (142035.020000 sec): 3 clusters
  Score: Raw -5111684.826445 + Penalty 3453.899198 = -5108230.927246
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142035.160000 sec): 2 clusters
  Score: Raw -1631120.547372 + Penalty 1546.179912 = -1629574.367460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142035.430000 sec): 3 clusters
  Score: Raw -1623285.996401 + Penalty 3092.359824 = -1620193.636577
  nChanged 6010
		SP:Iteration 1F (142035.660000 sec): 3 clusters
  Score: Raw -1626621.321208 + Penalty 3092.359824 = -1623528.961384
  nChanged 882
		SP:Iteration 2F (142035.890000 sec): 3 clusters
  Score: Raw -1627118.948965 + Penalty 3092.359824 = -1624026.589140
  nChanged 956
		SP:Iteration 3F (142036.170000 sec): 3 clusters
  Score: Raw -1627746.314513 + Penalty 3092.359824 = -1624653.954689
  nChanged 984
		SP:Iteration 4F (142036.380000 sec): 3 clusters
  Score: Raw -1628427.018802 + Penalty 3092.359824 = -1625334.658978
  nChanged 944
		SP:Iteration 5F (142036.610000 sec): 3 clusters
  Score: Raw -1629147.944215 + Penalty 3092.359824 = -1626055.584391
  nChanged 850
		SP:Iteration 6F (142036.760000 sec): 3 clusters
  Score: Raw -1629832.142529 + Penalty 3092.359824 = -1626739.782705
  nChanged 606
		SP:Iteration 7Q (142036.970000 sec): 3 clusters
  Score: Raw -1630308.622367 + Penalty 3092.359824 = -1627216.262543
  nChanged 403
		SP:Iteration 8Q (142037.160000 sec): 3 clusters
  Score: Raw -1630616.178850 + Penalty 3092.359824 = -1627523.819026
  nChanged 324
		SP:Iteration 9Q (142037.410000 sec): 3 clusters
  Score: Raw -1630839.492272 + Penalty 3092.359824 = -1627747.132448
  nChanged 224
		SP:Iteration 10Q (142037.670000 sec): 3 clusters
  Score: Raw -1630980.622753 + Penalty 3092.359824 = -1627888.262929
  nChanged 170
		SP:Iteration 11Q (142037.920000 sec): 3 clusters
  Score: Raw -1631070.244233 + Penalty 3092.359824 = -1627977.884408
  nChanged 122
		SP:Iteration 12Q (142038.150000 sec): 3 clusters
  Score: Raw -1631139.012999 + Penalty 3092.359824 = -1628046.653175
  nChanged 110
		SP:Iteration 13Q (142038.330000 sec): 3 clusters
  Score: Raw -1631191.864998 + Penalty 3092.359824 = -1628099.505174
  nChanged 82
		SP:Iteration 14Q (142038.560000 sec): 3 clusters
  Score: Raw -1631223.843284 + Penalty 3092.359824 = -1628131.483460
  nChanged 51
		SP:Iteration 15Q (142038.810000 sec): 3 clusters
  Score: Raw -1631240.057344 + Penalty 3092.359824 = -1628147.697520
  nChanged 38
		SP:Iteration 16Q (142039.030000 sec): 3 clusters
  Score: Raw -1631254.350283 + Penalty 3092.359824 = -1628161.990459
  nChanged 44
		SP:Iteration 17Q (142039.230000 sec): 3 clusters
  Score: Raw -1631270.028470 + Penalty 3092.359824 = -1628177.668646
  nChanged 36
		SP:Iteration 18Q (142039.510000 sec): 3 clusters
  Score: Raw -1631281.368332 + Penalty 3092.359824 = -1628189.008508
  nChanged 40
		SP:Iteration 19Q (142039.700000 sec): 3 clusters
  Score: Raw -1631295.562201 + Penalty 3092.359824 = -1628203.202377
  nChanged 50
		SP:Iteration 20F (142039.970000 sec): 3 clusters
  Score: Raw -1631313.204892 + Penalty 3092.359824 = -1628220.845068
  nChanged 35
		SP:Iteration 21Q (142040.180000 sec): 3 clusters
  Score: Raw -1631328.289253 + Penalty 3092.359824 = -1628235.929428
  nChanged 33
		SP:Iteration 22Q (142040.400000 sec): 3 clusters
  Score: Raw -1631342.140676 + Penalty 3092.359824 = -1628249.780852
  nChanged 33
		SP:Iteration 23Q (142040.670000 sec): 3 clusters
  Score: Raw -1631357.943956 + Penalty 3092.359824 = -1628265.584132
  nChanged 37
		SP:Iteration 24Q (142040.840000 sec): 3 clusters
  Score: Raw -1631375.648566 + Penalty 3092.359824 = -1628283.288741
  nChanged 32
		SP:Iteration 25Q (142041.060000 sec): 3 clusters
  Score: Raw -1631389.446611 + Penalty 3092.359824 = -1628297.086787
  nChanged 25
		SP:Iteration 26Q (142041.270000 sec): 3 clusters
  Score: Raw -1631397.388633 + Penalty 3092.359824 = -1628305.028808
  nChanged 15
		SP:Iteration 27Q (142041.520000 sec): 3 clusters
  Score: Raw -1631402.598526 + Penalty 3092.359824 = -1628310.238702
  nChanged 16
		SP:Iteration 28Q (142041.720000 sec): 3 clusters
  Score: Raw -1631409.092959 + Penalty 3092.359824 = -1628316.733134
  nChanged 14
		SP:Iteration 29Q (142041.950000 sec): 3 clusters
  Score: Raw -1631415.821928 + Penalty 3092.359824 = -1628323.462104
  nChanged 24
		SP:Iteration 30Q (142042.190000 sec): 3 clusters
  Score: Raw -1631425.387400 + Penalty 3092.359824 = -1628333.027576
  nChanged 19
		SP:Iteration 31Q (142042.440000 sec): 3 clusters
  Score: Raw -1631431.920323 + Penalty 3092.359824 = -1628339.560498
  nChanged 15
		SP:Iteration 32Q (142042.680000 sec): 3 clusters
  Score: Raw -1631435.762680 + Penalty 3092.359824 = -1628343.402856
  nChanged 10
		SP:Iteration 33Q (142042.930000 sec): 3 clusters
  Score: Raw -1631437.847003 + Penalty 3092.359824 = -1628345.487179
  nChanged 4
		SP:Iteration 34Q (142043.170000 sec): 3 clusters
  Score: Raw -1631438.765590 + Penalty 3092.359824 = -1628346.405765
  nChanged 2
		SP:Iteration 35Q (142043.380000 sec): 3 clusters
  Score: Raw -1631439.162139 + Penalty 3092.359824 = -1628346.802315
  nChanged 0
		SP:Iteration 36F (142043.660000 sec): 3 clusters
  Score: Raw -1631439.162139 + Penalty 3092.359824 = -1628346.802315
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142043.890000 sec): 2 clusters
  Score: Raw -3641673.776632 + Penalty 1674.493670 = -3639999.282962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142044.210000 sec): 3 clusters
  Score: Raw -3623162.011545 + Penalty 3348.987340 = -3619813.024205
  nChanged 13714
		SP:Iteration 1F (142044.550000 sec): 3 clusters
  Score: Raw -3630787.179266 + Penalty 3348.987340 = -3627438.191925
  nChanged 1484
		SP:Iteration 2Q (142044.870000 sec): 3 clusters
  Score: Raw -3631320.372414 + Penalty 3348.987340 = -3627971.385074
  nChanged 1591
		SP:Iteration 3F (142045.160000 sec): 3 clusters
  Score: Raw -3632003.101024 + Penalty 3348.987340 = -3628654.113684
  nChanged 1747
		SP:Iteration 4F (142045.500000 sec): 3 clusters
  Score: Raw -3632828.524524 + Penalty 3348.987340 = -3629479.537183
  nChanged 1805
		SP:Iteration 5F (142045.840000 sec): 3 clusters
  Score: Raw -3633728.419103 + Penalty 3348.987340 = -3630379.431762
  nChanged 1738
		SP:Iteration 6F (142046.160000 sec): 3 clusters
  Score: Raw -3634580.828619 + Penalty 3348.987340 = -3631231.841278
  nChanged 1628
		SP:Iteration 7F (142046.490000 sec): 3 clusters
  Score: Raw -3635381.710446 + Penalty 3348.987340 = -3632032.723105
  nChanged 1453
		SP:Iteration 8Q (142046.840000 sec): 3 clusters
  Score: Raw -3636143.219175 + Penalty 3348.987340 = -3632794.231835
  nChanged 1349
		SP:Iteration 9Q (142047.190000 sec): 3 clusters
  Score: Raw -3636908.104358 + Penalty 3348.987340 = -3633559.117017
  nChanged 1293
		SP:Iteration 10Q (142047.480000 sec): 3 clusters
  Score: Raw -3637733.520496 + Penalty 3348.987340 = -3634384.533156
  nChanged 1267
		SP:Iteration 11Q (142047.820000 sec): 3 clusters
  Score: Raw -3638647.213443 + Penalty 3348.987340 = -3635298.226103
  nChanged 1143
		SP:Iteration 12Q (142048.160000 sec): 3 clusters
  Score: Raw -3639557.444971 + Penalty 3348.987340 = -3636208.457630
  nChanged 934
		SP:Iteration 13Q (142048.460000 sec): 3 clusters
  Score: Raw -3640338.136059 + Penalty 3348.987340 = -3636989.148718
  nChanged 686
		SP:Iteration 14Q (142048.830000 sec): 3 clusters
  Score: Raw -3640941.811379 + Penalty 3348.987340 = -3637592.824038
  nChanged 433
		SP:Iteration 15Q (142049.130000 sec): 3 clusters
  Score: Raw -3641342.124082 + Penalty 3348.987340 = -3637993.136742
  nChanged 241
		SP:Iteration 16Q (142049.400000 sec): 3 clusters
  Score: Raw -3641571.555269 + Penalty 3348.987340 = -3638222.567928
  nChanged 128
		SP:Iteration 17Q (142049.700000 sec): 3 clusters
  Score: Raw -3641697.646149 + Penalty 3348.987340 = -3638348.658808
  nChanged 67
		SP:Iteration 18Q (142050.020000 sec): 3 clusters
  Score: Raw -3641766.078595 + Penalty 3348.987340 = -3638417.091254
  nChanged 38
		SP:Iteration 19Q (142050.270000 sec): 3 clusters
  Score: Raw -3641803.766254 + Penalty 3348.987340 = -3638454.778913
  nChanged 20
		SP:Iteration 20F (142050.600000 sec): 3 clusters
  Score: Raw -3641825.633115 + Penalty 3348.987340 = -3638476.645774
  nChanged 22
		SP:Iteration 21Q (142050.900000 sec): 3 clusters
  Score: Raw -3641846.494105 + Penalty 3348.987340 = -3638497.506765
  nChanged 13
		SP:Iteration 22Q (142051.170000 sec): 3 clusters
  Score: Raw -3641863.163078 + Penalty 3348.987340 = -3638514.175737
  nChanged 11
		SP:Iteration 23Q (142051.460000 sec): 3 clusters
  Score: Raw -3641873.450015 + Penalty 3348.987340 = -3638524.462675
  nChanged 5
		SP:Iteration 24Q (142051.750000 sec): 3 clusters
  Score: Raw -3641879.210748 + Penalty 3348.987340 = -3638530.223407
  nChanged 6
		SP:Iteration 25Q (142052.060000 sec): 3 clusters
  Score: Raw -3641883.547876 + Penalty 3348.987340 = -3638534.560536
  nChanged 0
		SP:Iteration 26F (142052.330000 sec): 3 clusters
  Score: Raw -3641883.547876 + Penalty 3348.987340 = -3638534.560536
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142052.440000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142052.580000 sec): 3 clusters
  Score: Raw -12802.316715 + Penalty 1598.993801 = -11203.322914
  nChanged 11
		SP:Iteration 1F (142052.770000 sec): 3 clusters
  Score: Raw -12830.277466 + Penalty 1598.993801 = -11231.283665
  nChanged 1
		SP:Iteration 2Q (142052.950000 sec): 3 clusters
  Score: Raw -12835.919527 + Penalty 1598.993801 = -11236.925726
  nChanged 1
		SP:Iteration 3Q (142053.130000 sec): 3 clusters
  Score: Raw -12842.103986 + Penalty 1598.993801 = -11243.110185
  nChanged 0
		SP:Iteration 4F (142053.300000 sec): 3 clusters
  Score: Raw -12842.103986 + Penalty 1598.993801 = -11243.110185
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142053.400000 sec): 2 clusters
  Score: Raw -690221.048984 + Penalty 1404.621699 = -688816.427285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142053.610000 sec): 3 clusters
  Score: Raw -687260.724807 + Penalty 2809.243399 = -684451.481408
  nChanged 2342
		SP:Iteration 1F (142053.860000 sec): 3 clusters
  Score: Raw -688619.049321 + Penalty 2809.243399 = -685809.805923
  nChanged 406
		SP:Iteration 2F (142054.060000 sec): 3 clusters
  Score: Raw -688820.190236 + Penalty 2809.243399 = -686010.946838
  nChanged 310
		SP:Iteration 3F (142054.260000 sec): 3 clusters
  Score: Raw -689002.995073 + Penalty 2809.243399 = -686193.751674
  nChanged 306
		SP:Iteration 4F (142054.480000 sec): 3 clusters
  Score: Raw -689192.922771 + Penalty 2809.243399 = -686383.679372
  nChanged 275
		SP:Iteration 5Q (142054.660000 sec): 3 clusters
  Score: Raw -689374.012447 + Penalty 2809.243399 = -686564.769048
  nChanged 273
		SP:Iteration 6Q (142054.860000 sec): 3 clusters
  Score: Raw -689563.435059 + Penalty 2809.243399 = -686754.191660
  nChanged 263
		SP:Iteration 7Q (142055.090000 sec): 3 clusters
  Score: Raw -689749.503328 + Penalty 2809.243399 = -686940.259929
  nChanged 244
		SP:Iteration 8Q (142055.270000 sec): 3 clusters
  Score: Raw -689921.974654 + Penalty 2809.243399 = -687112.731255
  nChanged 205
		SP:Iteration 9Q (142055.520000 sec): 3 clusters
  Score: Raw -690056.256197 + Penalty 2809.243399 = -687247.012798
  nChanged 140
		SP:Iteration 10Q (142055.680000 sec): 3 clusters
  Score: Raw -690147.573061 + Penalty 2809.243399 = -687338.329663
  nChanged 106
		SP:Iteration 11Q (142055.890000 sec): 3 clusters
  Score: Raw -690210.265795 + Penalty 2809.243399 = -687401.022396
  nChanged 83
		SP:Iteration 12Q (142056.040000 sec): 3 clusters
  Score: Raw -690257.167403 + Penalty 2809.243399 = -687447.924005
  nChanged 68
		SP:Iteration 13Q (142056.290000 sec): 3 clusters
  Score: Raw -690289.308771 + Penalty 2809.243399 = -687480.065372
  nChanged 41
		SP:Iteration 14Q (142056.460000 sec): 3 clusters
  Score: Raw -690305.334552 + Penalty 2809.243399 = -687496.091153
  nChanged 31
		SP:Iteration 15Q (142056.620000 sec): 3 clusters
  Score: Raw -690319.029218 + Penalty 2809.243399 = -687509.785819
  nChanged 29
		SP:Iteration 16Q (142056.860000 sec): 3 clusters
  Score: Raw -690328.175973 + Penalty 2809.243399 = -687518.932574
  nChanged 24
		SP:Iteration 17Q (142057.040000 sec): 3 clusters
  Score: Raw -690335.824568 + Penalty 2809.243399 = -687526.581170
  nChanged 22
		SP:Iteration 18Q (142057.220000 sec): 3 clusters
  Score: Raw -690343.449352 + Penalty 2809.243399 = -687534.205954
  nChanged 14
		SP:Iteration 19Q (142057.370000 sec): 3 clusters
  Score: Raw -690349.867477 + Penalty 2809.243399 = -687540.624078
  nChanged 13
		SP:Iteration 20F (142057.550000 sec): 3 clusters
  Score: Raw -690354.386641 + Penalty 2809.243399 = -687545.143242
  nChanged 15
		SP:Iteration 21Q (142057.730000 sec): 3 clusters
  Score: Raw -690360.293765 + Penalty 2809.243399 = -687551.050366
  nChanged 21
		SP:Iteration 22Q (142057.940000 sec): 3 clusters
  Score: Raw -690368.803889 + Penalty 2809.243399 = -687559.560490
  nChanged 18
		SP:Iteration 23Q (142058.120000 sec): 3 clusters
  Score: Raw -690375.982106 + Penalty 2809.243399 = -687566.738707
  nChanged 18
		SP:Iteration 24Q (142058.340000 sec): 3 clusters
  Score: Raw -690382.499207 + Penalty 2809.243399 = -687573.255809
  nChanged 15
		SP:Iteration 25Q (142058.520000 sec): 3 clusters
  Score: Raw -690388.663472 + Penalty 2809.243399 = -687579.420074
  nChanged 17
		SP:Iteration 26Q (142058.680000 sec): 3 clusters
  Score: Raw -690395.892736 + Penalty 2809.243399 = -687586.649337
  nChanged 16
		SP:Iteration 27Q (142058.840000 sec): 3 clusters
  Score: Raw -690404.101514 + Penalty 2809.243399 = -687594.858116
  nChanged 26
		SP:Iteration 28Q (142059.070000 sec): 3 clusters
  Score: Raw -690414.764566 + Penalty 2809.243399 = -687605.521167
  nChanged 18
		SP:Iteration 29Q (142059.260000 sec): 3 clusters
  Score: Raw -690422.274278 + Penalty 2809.243399 = -687613.030879
  nChanged 15
		SP:Iteration 30Q (142059.440000 sec): 3 clusters
  Score: Raw -690428.701198 + Penalty 2809.243399 = -687619.457799
  nChanged 18
		SP:Iteration 31Q (142059.630000 sec): 3 clusters
  Score: Raw -690436.488027 + Penalty 2809.243399 = -687627.244628
  nChanged 19
		SP:Iteration 32Q (142059.830000 sec): 3 clusters
  Score: Raw -690445.352356 + Penalty 2809.243399 = -687636.108958
  nChanged 15
		SP:Iteration 33Q (142059.950000 sec): 3 clusters
  Score: Raw -690453.285410 + Penalty 2809.243399 = -687644.042011
  nChanged 17
		SP:Iteration 34Q (142060.140000 sec): 3 clusters
  Score: Raw -690463.505215 + Penalty 2809.243399 = -687654.261816
  nChanged 19
		SP:Iteration 35Q (142060.280000 sec): 3 clusters
  Score: Raw -690471.182643 + Penalty 2809.243399 = -687661.939244
  nChanged 9
		SP:Iteration 36Q (142060.460000 sec): 3 clusters
  Score: Raw -690474.480495 + Penalty 2809.243399 = -687665.237096
  nChanged 5
		SP:Iteration 37Q (142060.650000 sec): 3 clusters
  Score: Raw -690476.896989 + Penalty 2809.243399 = -687667.653590
  nChanged 6
		SP:Iteration 38Q (142060.760000 sec): 3 clusters
  Score: Raw -690478.849714 + Penalty 2809.243399 = -687669.606315
  nChanged 2
		SP:Iteration 39Q (142060.950000 sec): 3 clusters
  Score: Raw -690480.192678 + Penalty 2809.243399 = -687670.949280
  nChanged 3
		SP:Iteration 40F (142061.150000 sec): 3 clusters
  Score: Raw -690482.110896 + Penalty 2809.243399 = -687672.867498
  nChanged 4
		SP:Iteration 41Q (142061.330000 sec): 3 clusters
  Score: Raw -690483.368461 + Penalty 2809.243399 = -687674.125062
  nChanged 4
		SP:Iteration 42Q (142061.520000 sec): 3 clusters
  Score: Raw -690484.634765 + Penalty 2809.243399 = -687675.391366
  nChanged 1
		SP:Iteration 43Q (142061.680000 sec): 3 clusters
  Score: Raw -690485.004011 + Penalty 2809.243399 = -687675.760612
  nChanged 2
		SP:Iteration 44Q (142061.790000 sec): 3 clusters
  Score: Raw -690485.685595 + Penalty 2809.243399 = -687676.442196
  nChanged 3
		SP:Iteration 45Q (142062.040000 sec): 3 clusters
  Score: Raw -690486.357279 + Penalty 2809.243399 = -687677.113881
  nChanged 0
		SP:Iteration 46F (142062.170000 sec): 3 clusters
  Score: Raw -690486.357279 + Penalty 2809.243399 = -687677.113881
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142062.280000 sec): 2 clusters
  Score: Raw -616115.253623 + Penalty 1398.524135 = -614716.729488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142062.440000 sec): 3 clusters
  Score: Raw -613271.390925 + Penalty 2797.048269 = -610474.342656
  nChanged 2270
		SP:Iteration 1F (142062.620000 sec): 3 clusters
  Score: Raw -614546.412670 + Penalty 2797.048269 = -611749.364401
  nChanged 450
		SP:Iteration 2F (142062.840000 sec): 3 clusters
  Score: Raw -614853.286254 + Penalty 2797.048269 = -612056.237985
  nChanged 371
		SP:Iteration 3F (142062.990000 sec): 3 clusters
  Score: Raw -615120.957077 + Penalty 2797.048269 = -612323.908808
  nChanged 336
		SP:Iteration 4F (142063.200000 sec): 3 clusters
  Score: Raw -615398.101853 + Penalty 2797.048269 = -612601.053584
  nChanged 358
		SP:Iteration 5F (142063.410000 sec): 3 clusters
  Score: Raw -615713.204932 + Penalty 2797.048269 = -612916.156663
  nChanged 344
		SP:Iteration 6F (142063.560000 sec): 3 clusters
  Score: Raw -616013.826003 + Penalty 2797.048269 = -613216.777734
  nChanged 296
		SP:Iteration 7F (142063.700000 sec): 3 clusters
  Score: Raw -616216.384520 + Penalty 2797.048269 = -613419.336251
  nChanged 214
		SP:Iteration 8Q (142063.900000 sec): 3 clusters
  Score: Raw -616330.372516 + Penalty 2797.048269 = -613533.324247
  nChanged 158
		SP:Iteration 9Q (142064.100000 sec): 3 clusters
  Score: Raw -616404.123323 + Penalty 2797.048269 = -613607.075053
  nChanged 107
		SP:Iteration 10Q (142064.330000 sec): 3 clusters
  Score: Raw -616448.679106 + Penalty 2797.048269 = -613651.630837
  nChanged 99
		SP:Iteration 11Q (142064.530000 sec): 3 clusters
  Score: Raw -616480.777726 + Penalty 2797.048269 = -613683.729456
  nChanged 69
		SP:Iteration 12Q (142064.720000 sec): 3 clusters
  Score: Raw -616501.372519 + Penalty 2797.048269 = -613704.324250
  nChanged 49
		SP:Iteration 13Q (142064.890000 sec): 3 clusters
  Score: Raw -616513.887389 + Penalty 2797.048269 = -613716.839120
  nChanged 30
		SP:Iteration 14Q (142065.090000 sec): 3 clusters
  Score: Raw -616521.451220 + Penalty 2797.048269 = -613724.402951
  nChanged 27
		SP:Iteration 15Q (142065.270000 sec): 3 clusters
  Score: Raw -616528.611130 + Penalty 2797.048269 = -613731.562861
  nChanged 19
		SP:Iteration 16Q (142065.440000 sec): 3 clusters
  Score: Raw -616533.314987 + Penalty 2797.048269 = -613736.266718
  nChanged 19
		SP:Iteration 17Q (142065.590000 sec): 3 clusters
  Score: Raw -616538.510422 + Penalty 2797.048269 = -613741.462153
  nChanged 22
		SP:Iteration 18Q (142065.780000 sec): 3 clusters
  Score: Raw -616544.031191 + Penalty 2797.048269 = -613746.982921
  nChanged 19
		SP:Iteration 19Q (142066.030000 sec): 3 clusters
  Score: Raw -616550.135672 + Penalty 2797.048269 = -613753.087403
  nChanged 22
		SP:Iteration 20F (142066.170000 sec): 3 clusters
  Score: Raw -616556.302956 + Penalty 2797.048269 = -613759.254687
  nChanged 25
		SP:Iteration 21Q (142066.350000 sec): 3 clusters
  Score: Raw -616564.423295 + Penalty 2797.048269 = -613767.375026
  nChanged 26
		SP:Iteration 22Q (142066.560000 sec): 3 clusters
  Score: Raw -616573.199166 + Penalty 2797.048269 = -613776.150897
  nChanged 21
		SP:Iteration 23Q (142066.760000 sec): 3 clusters
  Score: Raw -616579.195773 + Penalty 2797.048269 = -613782.147504
  nChanged 19
		SP:Iteration 24Q (142066.930000 sec): 3 clusters
  Score: Raw -616584.043961 + Penalty 2797.048269 = -613786.995692
  nChanged 18
		SP:Iteration 25Q (142067.120000 sec): 3 clusters
  Score: Raw -616587.615386 + Penalty 2797.048269 = -613790.567117
  nChanged 11
		SP:Iteration 26Q (142067.290000 sec): 3 clusters
  Score: Raw -616590.400653 + Penalty 2797.048269 = -613793.352383
  nChanged 9
		SP:Iteration 27Q (142067.460000 sec): 3 clusters
  Score: Raw -616592.185614 + Penalty 2797.048269 = -613795.137345
  nChanged 8
		SP:Iteration 28Q (142067.670000 sec): 3 clusters
  Score: Raw -616593.623738 + Penalty 2797.048269 = -613796.575469
  nChanged 10
		SP:Iteration 29Q (142067.820000 sec): 3 clusters
  Score: Raw -616595.881445 + Penalty 2797.048269 = -613798.833176
  nChanged 4
		SP:Iteration 30Q (142067.980000 sec): 3 clusters
  Score: Raw -616596.596305 + Penalty 2797.048269 = -613799.548036
  nChanged 1
		SP:Iteration 31Q (142068.140000 sec): 3 clusters
  Score: Raw -616596.769752 + Penalty 2797.048269 = -613799.721483
  nChanged 1
		SP:Iteration 32Q (142068.360000 sec): 3 clusters
  Score: Raw -616597.124477 + Penalty 2797.048269 = -613800.076208
  nChanged 0
		SP:Iteration 33F (142068.520000 sec): 3 clusters
  Score: Raw -616597.124477 + Penalty 2797.048269 = -613800.076208
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142068.630000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142068.770000 sec): 3 clusters
  Score: Raw -85062.747822 + Penalty 2186.025856 = -82876.721967
  nChanged 270
		SP:Iteration 1F (142068.950000 sec): 3 clusters
  Score: Raw -85373.916795 + Penalty 2186.025856 = -83187.890940
  nChanged 88
		SP:Iteration 2F (142069.130000 sec): 3 clusters
  Score: Raw -85510.146705 + Penalty 2186.025856 = -83324.120850
  nChanged 46
		SP:Iteration 3F (142069.320000 sec): 3 clusters
  Score: Raw -85615.608345 + Penalty 2186.025856 = -83429.582489
  nChanged 37
		SP:Iteration 4Q (142069.480000 sec): 3 clusters
  Score: Raw -85686.719757 + Penalty 2186.025856 = -83500.693901
  nChanged 30
		SP:Iteration 5Q (142069.650000 sec): 3 clusters
  Score: Raw -85749.825153 + Penalty 2186.025856 = -83563.799297
  nChanged 30
		SP:Iteration 6Q (142069.770000 sec): 3 clusters
  Score: Raw -85790.479088 + Penalty 2186.025856 = -83604.453233
  nChanged 13
		SP:Iteration 7Q (142069.940000 sec): 3 clusters
  Score: Raw -85804.832319 + Penalty 2186.025856 = -83618.806463
  nChanged 8
		SP:Iteration 8Q (142070.110000 sec): 3 clusters
  Score: Raw -85813.183873 + Penalty 2186.025856 = -83627.158017
  nChanged 6
		SP:Iteration 9Q (142070.230000 sec): 3 clusters
  Score: Raw -85821.062367 + Penalty 2186.025856 = -83635.036511
  nChanged 5
		SP:Iteration 10Q (142070.410000 sec): 3 clusters
  Score: Raw -85828.209148 + Penalty 2186.025856 = -83642.183293
  nChanged 4
		SP:Iteration 11Q (142070.550000 sec): 3 clusters
  Score: Raw -85831.419859 + Penalty 2186.025856 = -83645.394003
  nChanged 1
		SP:Iteration 12Q (142070.720000 sec): 3 clusters
  Score: Raw -85832.091073 + Penalty 2186.025856 = -83646.065217
  nChanged 0
		SP:Iteration 13F (142070.900000 sec): 3 clusters
  Score: Raw -85832.091073 + Penalty 2186.025856 = -83646.065217
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142070.990000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142071.150000 sec): 3 clusters
  Score: Raw -60687.580960 + Penalty 2024.266076 = -58663.314884
  nChanged 115
		SP:Iteration 1F (142071.320000 sec): 3 clusters
  Score: Raw -60832.858744 + Penalty 2024.266076 = -58808.592667
  nChanged 16
		SP:Iteration 2Q (142071.490000 sec): 3 clusters
  Score: Raw -60857.554908 + Penalty 2024.266076 = -58833.288832
  nChanged 12
		SP:Iteration 3Q (142071.660000 sec): 3 clusters
  Score: Raw -60877.489331 + Penalty 2024.266076 = -58853.223255
  nChanged 2
		SP:Iteration 4Q (142071.830000 sec): 3 clusters
  Score: Raw -60880.331219 + Penalty 2024.266076 = -58856.065143
  nChanged 2
		SP:Iteration 5Q (142072.010000 sec): 3 clusters
  Score: Raw -60883.225904 + Penalty 2024.266076 = -58858.959827
  nChanged 5
		SP:Iteration 6Q (142072.190000 sec): 3 clusters
  Score: Raw -60887.164590 + Penalty 2024.266076 = -58862.898514
  nChanged 1
		SP:Iteration 7Q (142072.380000 sec): 3 clusters
  Score: Raw -60889.507713 + Penalty 2024.266076 = -58865.241637
  nChanged 1
		SP:Iteration 8Q (142072.500000 sec): 3 clusters
  Score: Raw -60890.113185 + Penalty 2024.266076 = -58865.847109
  nChanged 0
		SP:Iteration 9F (142072.670000 sec): 3 clusters
  Score: Raw -60890.113185 + Penalty 2024.266076 = -58865.847109
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (15556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142072.820000 sec): 2 clusters
  Score: Raw -1774622.877002 + Penalty 1568.482775 = -1773054.394226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142073.070000 sec): 3 clusters
  Score: Raw -1765467.623405 + Penalty 3136.965551 = -1762330.657854
  nChanged 6922
		SP:Iteration 1F (142073.330000 sec): 3 clusters
  Score: Raw -1769493.078321 + Penalty 3136.965551 = -1766356.112770
  nChanged 948
		SP:Iteration 2F (142073.570000 sec): 3 clusters
  Score: Raw -1770022.141571 + Penalty 3136.965551 = -1766885.176020
  nChanged 971
		SP:Iteration 3F (142073.790000 sec): 3 clusters
  Score: Raw -1770686.650995 + Penalty 3136.965551 = -1767549.685444
  nChanged 1001
		SP:Iteration 4F (142074.020000 sec): 3 clusters
  Score: Raw -1771390.846779 + Penalty 3136.965551 = -1768253.881228
  nChanged 1005
		SP:Iteration 5F (142074.270000 sec): 3 clusters
  Score: Raw -1772115.830458 + Penalty 3136.965551 = -1768978.864907
  nChanged 927
		SP:Iteration 6F (142074.540000 sec): 3 clusters
  Score: Raw -1772767.647734 + Penalty 3136.965551 = -1769630.682183
  nChanged 741
		SP:Iteration 7Q (142074.780000 sec): 3 clusters
  Score: Raw -1773201.951619 + Penalty 3136.965551 = -1770064.986068
  nChanged 573
		SP:Iteration 8Q (142074.990000 sec): 3 clusters
  Score: Raw -1773485.631710 + Penalty 3136.965551 = -1770348.666159
  nChanged 417
		SP:Iteration 9Q (142075.270000 sec): 3 clusters
  Score: Raw -1773653.558136 + Penalty 3136.965551 = -1770516.592585
  nChanged 294
		SP:Iteration 10Q (142075.500000 sec): 3 clusters
  Score: Raw -1773747.134696 + Penalty 3136.965551 = -1770610.169145
  nChanged 203
		SP:Iteration 11Q (142075.750000 sec): 3 clusters
  Score: Raw -1773807.340627 + Penalty 3136.965551 = -1770670.375076
  nChanged 173
		SP:Iteration 12Q (142075.960000 sec): 3 clusters
  Score: Raw -1773862.316819 + Penalty 3136.965551 = -1770725.351268
  nChanged 177
		SP:Iteration 13Q (142076.200000 sec): 3 clusters
  Score: Raw -1773922.575859 + Penalty 3136.965551 = -1770785.610308
  nChanged 179
		SP:Iteration 14Q (142076.440000 sec): 3 clusters
  Score: Raw -1773989.806487 + Penalty 3136.965551 = -1770852.840937
  nChanged 183
		SP:Iteration 15Q (142076.720000 sec): 3 clusters
  Score: Raw -1774053.196316 + Penalty 3136.965551 = -1770916.230765
  nChanged 169
		SP:Iteration 16Q (142076.950000 sec): 3 clusters
  Score: Raw -1774112.614914 + Penalty 3136.965551 = -1770975.649364
  nChanged 174
		SP:Iteration 17Q (142077.200000 sec): 3 clusters
  Score: Raw -1774174.566179 + Penalty 3136.965551 = -1771037.600628
  nChanged 180
		SP:Iteration 18Q (142077.420000 sec): 3 clusters
  Score: Raw -1774243.937037 + Penalty 3136.965551 = -1771106.971486
  nChanged 178
		SP:Iteration 19Q (142077.650000 sec): 3 clusters
  Score: Raw -1774308.971015 + Penalty 3136.965551 = -1771172.005464
  nChanged 176
		SP:Iteration 20F (142077.900000 sec): 3 clusters
  Score: Raw -1774375.636922 + Penalty 3136.965551 = -1771238.671371
  nChanged 175
		SP:Iteration 21Q (142078.060000 sec): 3 clusters
  Score: Raw -1774437.909383 + Penalty 3136.965551 = -1771300.943832
  nChanged 167
		SP:Iteration 22Q (142078.220000 sec): 3 clusters
  Score: Raw -1774490.579421 + Penalty 3136.965551 = -1771353.613870
  nChanged 143
		SP:Iteration 23Q (142078.420000 sec): 3 clusters
  Score: Raw -1774537.106205 + Penalty 3136.965551 = -1771400.140654
  nChanged 139
		SP:Iteration 24Q (142078.630000 sec): 3 clusters
  Score: Raw -1774581.719787 + Penalty 3136.965551 = -1771444.754236
  nChanged 148
		SP:Iteration 25Q (142078.880000 sec): 3 clusters
  Score: Raw -1774628.081663 + Penalty 3136.965551 = -1771491.116112
  nChanged 140
		SP:Iteration 26Q (142079.070000 sec): 3 clusters
  Score: Raw -1774675.239118 + Penalty 3136.965551 = -1771538.273567
  nChanged 133
		SP:Iteration 27Q (142079.320000 sec): 3 clusters
  Score: Raw -1774721.754535 + Penalty 3136.965551 = -1771584.788984
  nChanged 128
		SP:Iteration 28Q (142079.570000 sec): 3 clusters
  Score: Raw -1774767.832856 + Penalty 3136.965551 = -1771630.867305
  nChanged 155
		SP:Iteration 29Q (142079.800000 sec): 3 clusters
  Score: Raw -1774823.178024 + Penalty 3136.965551 = -1771686.212473
  nChanged 139
		SP:Iteration 30Q (142079.920000 sec): 3 clusters
  Score: Raw -1774873.277873 + Penalty 3136.965551 = -1771736.312322
  nChanged 119
		SP:Iteration 31Q (142080.110000 sec): 3 clusters
  Score: Raw -1774912.293983 + Penalty 3136.965551 = -1771775.328432
  nChanged 105
		SP:Iteration 32Q (142080.330000 sec): 3 clusters
  Score: Raw -1774947.405314 + Penalty 3136.965551 = -1771810.439763
  nChanged 102
		SP:Iteration 33Q (142080.530000 sec): 3 clusters
  Score: Raw -1774979.835224 + Penalty 3136.965551 = -1771842.869673
  nChanged 93
		SP:Iteration 34Q (142080.770000 sec): 3 clusters
  Score: Raw -1775009.471118 + Penalty 3136.965551 = -1771872.505568
  nChanged 93
		SP:Iteration 35Q (142081.070000 sec): 3 clusters
  Score: Raw -1775035.922815 + Penalty 3136.965551 = -1771898.957264
  nChanged 77
		SP:Iteration 36Q (142081.280000 sec): 3 clusters
  Score: Raw -1775057.365372 + Penalty 3136.965551 = -1771920.399821
  nChanged 71
		SP:Iteration 37Q (142081.540000 sec): 3 clusters
  Score: Raw -1775079.193602 + Penalty 3136.965551 = -1771942.228051
  nChanged 66
		SP:Iteration 38Q (142081.780000 sec): 3 clusters
  Score: Raw -1775097.091244 + Penalty 3136.965551 = -1771960.125693
  nChanged 53
		SP:Iteration 39Q (142081.960000 sec): 3 clusters
  Score: Raw -1775110.088398 + Penalty 3136.965551 = -1771973.122847
  nChanged 41
		SP:Iteration 40F (142082.220000 sec): 3 clusters
  Score: Raw -1775120.889615 + Penalty 3136.965551 = -1771983.924064
  nChanged 53
		SP:Iteration 41Q (142082.500000 sec): 3 clusters
  Score: Raw -1775134.511494 + Penalty 3136.965551 = -1771997.545943
  nChanged 47
		SP:Iteration 42Q (142082.720000 sec): 3 clusters
  Score: Raw -1775146.441578 + Penalty 3136.965551 = -1772009.476027
  nChanged 36
		SP:Iteration 43Q (142082.980000 sec): 3 clusters
  Score: Raw -1775155.210598 + Penalty 3136.965551 = -1772018.245047
  nChanged 40
		SP:Iteration 44Q (142083.210000 sec): 3 clusters
  Score: Raw -1775166.807418 + Penalty 3136.965551 = -1772029.841867
  nChanged 38
		SP:Iteration 45Q (142083.390000 sec): 3 clusters
  Score: Raw -1775175.519475 + Penalty 3136.965551 = -1772038.553924
  nChanged 29
		SP:Iteration 46Q (142083.620000 sec): 3 clusters
  Score: Raw -1775181.132864 + Penalty 3136.965551 = -1772044.167313
  nChanged 28
		SP:Iteration 47Q (142083.880000 sec): 3 clusters
  Score: Raw -1775186.303321 + Penalty 3136.965551 = -1772049.337770
  nChanged 23
		SP:Iteration 48Q (142084.080000 sec): 3 clusters
  Score: Raw -1775190.410767 + Penalty 3136.965551 = -1772053.445216
  nChanged 19
		SP:Iteration 49Q (142084.350000 sec): 3 clusters
  Score: Raw -1775196.419109 + Penalty 3136.965551 = -1772059.453558
  nChanged 30
		SP:Iteration 50Q (142084.620000 sec): 3 clusters
  Score: Raw -1775205.194445 + Penalty 3136.965551 = -1772068.228894
  nChanged 30
		SP:Iteration 51Q (142084.860000 sec): 3 clusters
  Score: Raw -1775216.267264 + Penalty 3136.965551 = -1772079.301713
  nChanged 35
		SP:Iteration 52Q (142085.050000 sec): 3 clusters
  Score: Raw -1775228.517500 + Penalty 3136.965551 = -1772091.551949
  nChanged 38
		SP:Iteration 53Q (142085.320000 sec): 3 clusters
  Score: Raw -1775255.230482 + Penalty 3136.965551 = -1772118.264931
  nChanged 62
		SP:Iteration 54Q (142085.600000 sec): 3 clusters
  Score: Raw -1775309.959954 + Penalty 3136.965551 = -1772172.994403
  nChanged 65
		SP:Iteration 55Q (142085.830000 sec): 3 clusters
  Score: Raw -1775383.984712 + Penalty 3136.965551 = -1772247.019161
  nChanged 71
		SP:Iteration 56Q (142086.100000 sec): 3 clusters
  Score: Raw -1775468.264645 + Penalty 3136.965551 = -1772331.299094
  nChanged 71
		SP:Iteration 57Q (142086.330000 sec): 3 clusters
  Score: Raw -1775523.901118 + Penalty 3136.965551 = -1772386.935567
  nChanged 64
		SP:Iteration 58Q (142086.620000 sec): 3 clusters
  Score: Raw -1775558.947297 + Penalty 3136.965551 = -1772421.981746
  nChanged 55
		SP:Iteration 59Q (142086.820000 sec): 3 clusters
  Score: Raw -1775580.344611 + Penalty 3136.965551 = -1772443.379060
  nChanged 44
		SP:Iteration 60F (142087.080000 sec): 3 clusters
  Score: Raw -1775594.298499 + Penalty 3136.965551 = -1772457.332948
  nChanged 31
		SP:Iteration 61Q (142087.270000 sec): 3 clusters
  Score: Raw -1775604.121161 + Penalty 3136.965551 = -1772467.155610
  nChanged 26
		SP:Iteration 62Q (142087.450000 sec): 3 clusters
  Score: Raw -1775609.913128 + Penalty 3136.965551 = -1772472.947578
  nChanged 13
		SP:Iteration 63Q (142087.670000 sec): 3 clusters
  Score: Raw -1775612.253178 + Penalty 3136.965551 = -1772475.287627
  nChanged 7
		SP:Iteration 64Q (142087.960000 sec): 3 clusters
  Score: Raw -1775613.482669 + Penalty 3136.965551 = -1772476.517118
  nChanged 2
		SP:Iteration 65Q (142088.190000 sec): 3 clusters
  Score: Raw -1775614.024483 + Penalty 3136.965551 = -1772477.058932
  nChanged 3
		SP:Iteration 66Q (142088.380000 sec): 3 clusters
  Score: Raw -1775614.566879 + Penalty 3136.965551 = -1772477.601328
  nChanged 1
		SP:Iteration 67Q (142088.650000 sec): 3 clusters
  Score: Raw -1775614.665475 + Penalty 3136.965551 = -1772477.699924
  nChanged 0
		SP:Iteration 68F (142088.840000 sec): 3 clusters
  Score: Raw -1775614.665475 + Penalty 3136.965551 = -1772477.699924
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142088.980000 sec): 2 clusters
  Score: Raw -1139489.329305 + Penalty 1486.608269 = -1138002.721036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142089.230000 sec): 3 clusters
  Score: Raw -1134283.730684 + Penalty 2973.216538 = -1131310.514146
  nChanged 3980
		SP:Iteration 1F (142089.450000 sec): 3 clusters
  Score: Raw -1136642.340847 + Penalty 2973.216538 = -1133669.124308
  nChanged 726
		SP:Iteration 2F (142089.640000 sec): 3 clusters
  Score: Raw -1137117.248615 + Penalty 2973.216538 = -1134144.032076
  nChanged 658
		SP:Iteration 3F (142089.840000 sec): 3 clusters
  Score: Raw -1137564.370833 + Penalty 2973.216538 = -1134591.154295
  nChanged 586
		SP:Iteration 4F (142090.050000 sec): 3 clusters
  Score: Raw -1137996.476834 + Penalty 2973.216538 = -1135023.260295
  nChanged 535
		SP:Iteration 5F (142090.250000 sec): 3 clusters
  Score: Raw -1138380.432028 + Penalty 2973.216538 = -1135407.215490
  nChanged 457
		SP:Iteration 6Q (142090.470000 sec): 3 clusters
  Score: Raw -1138643.163029 + Penalty 2973.216538 = -1135669.946490
  nChanged 332
		SP:Iteration 7Q (142090.690000 sec): 3 clusters
  Score: Raw -1138813.979926 + Penalty 2973.216538 = -1135840.763388
  nChanged 303
		SP:Iteration 8Q (142090.870000 sec): 3 clusters
  Score: Raw -1138955.322571 + Penalty 2973.216538 = -1135982.106032
  nChanged 264
		SP:Iteration 9Q (142091.100000 sec): 3 clusters
  Score: Raw -1139066.622846 + Penalty 2973.216538 = -1136093.406307
  nChanged 183
		SP:Iteration 10Q (142091.320000 sec): 3 clusters
  Score: Raw -1139137.147804 + Penalty 2973.216538 = -1136163.931266
  nChanged 170
		SP:Iteration 11Q (142091.550000 sec): 3 clusters
  Score: Raw -1139196.789109 + Penalty 2973.216538 = -1136223.572570
  nChanged 136
		SP:Iteration 12Q (142091.720000 sec): 3 clusters
  Score: Raw -1139246.850549 + Penalty 2973.216538 = -1136273.634010
  nChanged 136
		SP:Iteration 13Q (142091.950000 sec): 3 clusters
  Score: Raw -1139303.243946 + Penalty 2973.216538 = -1136330.027408
  nChanged 128
		SP:Iteration 14Q (142092.160000 sec): 3 clusters
  Score: Raw -1139355.597602 + Penalty 2973.216538 = -1136382.381064
  nChanged 127
		SP:Iteration 15Q (142092.350000 sec): 3 clusters
  Score: Raw -1139409.755207 + Penalty 2973.216538 = -1136436.538669
  nChanged 118
		SP:Iteration 16Q (142092.520000 sec): 3 clusters
  Score: Raw -1139448.962786 + Penalty 2973.216538 = -1136475.746248
  nChanged 83
		SP:Iteration 17Q (142092.740000 sec): 3 clusters
  Score: Raw -1139473.159896 + Penalty 2973.216538 = -1136499.943357
  nChanged 66
		SP:Iteration 18Q (142092.970000 sec): 3 clusters
  Score: Raw -1139490.453434 + Penalty 2973.216538 = -1136517.236896
  nChanged 59
		SP:Iteration 19Q (142093.200000 sec): 3 clusters
  Score: Raw -1139504.047543 + Penalty 2973.216538 = -1136530.831005
  nChanged 49
		SP:Iteration 20F (142093.420000 sec): 3 clusters
  Score: Raw -1139515.932640 + Penalty 2973.216538 = -1136542.716101
  nChanged 50
		SP:Iteration 21Q (142093.630000 sec): 3 clusters
  Score: Raw -1139526.786980 + Penalty 2973.216538 = -1136553.570442
  nChanged 49
		SP:Iteration 22Q (142093.850000 sec): 3 clusters
  Score: Raw -1139536.952093 + Penalty 2973.216538 = -1136563.735555
  nChanged 46
		SP:Iteration 23Q (142094.000000 sec): 3 clusters
  Score: Raw -1139545.509654 + Penalty 2973.216538 = -1136572.293115
  nChanged 37
		SP:Iteration 24Q (142094.200000 sec): 3 clusters
  Score: Raw -1139551.993305 + Penalty 2973.216538 = -1136578.776766
  nChanged 28
		SP:Iteration 25Q (142094.390000 sec): 3 clusters
  Score: Raw -1139556.384569 + Penalty 2973.216538 = -1136583.168030
  nChanged 23
		SP:Iteration 26Q (142094.600000 sec): 3 clusters
  Score: Raw -1139560.642977 + Penalty 2973.216538 = -1136587.426438
  nChanged 24
		SP:Iteration 27Q (142094.800000 sec): 3 clusters
  Score: Raw -1139565.217217 + Penalty 2973.216538 = -1136592.000679
  nChanged 31
		SP:Iteration 28Q (142095.020000 sec): 3 clusters
  Score: Raw -1139570.405758 + Penalty 2973.216538 = -1136597.189220
  nChanged 28
		SP:Iteration 29Q (142095.210000 sec): 3 clusters
  Score: Raw -1139575.453464 + Penalty 2973.216538 = -1136602.236925
  nChanged 27
		SP:Iteration 30Q (142095.350000 sec): 3 clusters
  Score: Raw -1139579.343736 + Penalty 2973.216538 = -1136606.127197
  nChanged 28
		SP:Iteration 31Q (142095.560000 sec): 3 clusters
  Score: Raw -1139583.884051 + Penalty 2973.216538 = -1136610.667513
  nChanged 27
		SP:Iteration 32Q (142095.800000 sec): 3 clusters
  Score: Raw -1139588.147580 + Penalty 2973.216538 = -1136614.931041
  nChanged 25
		SP:Iteration 33Q (142096.000000 sec): 3 clusters
  Score: Raw -1139593.215783 + Penalty 2973.216538 = -1136619.999244
  nChanged 35
		SP:Iteration 34Q (142096.230000 sec): 3 clusters
  Score: Raw -1139598.578776 + Penalty 2973.216538 = -1136625.362238
  nChanged 31
		SP:Iteration 35Q (142096.420000 sec): 3 clusters
  Score: Raw -1139603.658279 + Penalty 2973.216538 = -1136630.441741
  nChanged 26
		SP:Iteration 36Q (142096.640000 sec): 3 clusters
  Score: Raw -1139607.746197 + Penalty 2973.216538 = -1136634.529659
  nChanged 21
		SP:Iteration 37Q (142096.840000 sec): 3 clusters
  Score: Raw -1139610.490828 + Penalty 2973.216538 = -1136637.274290
  nChanged 17
		SP:Iteration 38Q (142097.020000 sec): 3 clusters
  Score: Raw -1139612.426852 + Penalty 2973.216538 = -1136639.210314
  nChanged 16
		SP:Iteration 39Q (142097.180000 sec): 3 clusters
  Score: Raw -1139614.444077 + Penalty 2973.216538 = -1136641.227539
  nChanged 18
		SP:Iteration 40F (142097.360000 sec): 3 clusters
  Score: Raw -1139617.745542 + Penalty 2973.216538 = -1136644.529004
  nChanged 14
		SP:Iteration 41Q (142097.540000 sec): 3 clusters
  Score: Raw -1139619.836314 + Penalty 2973.216538 = -1136646.619775
  nChanged 14
		SP:Iteration 42Q (142097.700000 sec): 3 clusters
  Score: Raw -1139621.449526 + Penalty 2973.216538 = -1136648.232987
  nChanged 14
		SP:Iteration 43Q (142097.850000 sec): 3 clusters
  Score: Raw -1139623.679214 + Penalty 2973.216538 = -1136650.462675
  nChanged 12
		SP:Iteration 44Q (142098.060000 sec): 3 clusters
  Score: Raw -1139624.987477 + Penalty 2973.216538 = -1136651.770938
  nChanged 9
		SP:Iteration 45Q (142098.230000 sec): 3 clusters
  Score: Raw -1139626.097849 + Penalty 2973.216538 = -1136652.881311
  nChanged 13
		SP:Iteration 46Q (142098.460000 sec): 3 clusters
  Score: Raw -1139627.758213 + Penalty 2973.216538 = -1136654.541674
  nChanged 13
		SP:Iteration 47Q (142098.700000 sec): 3 clusters
  Score: Raw -1139629.014768 + Penalty 2973.216538 = -1136655.798230
  nChanged 6
		SP:Iteration 48Q (142098.910000 sec): 3 clusters
  Score: Raw -1139629.681515 + Penalty 2973.216538 = -1136656.464976
  nChanged 4
		SP:Iteration 49Q (142099.070000 sec): 3 clusters
  Score: Raw -1139630.170614 + Penalty 2973.216538 = -1136656.954075
  nChanged 7
		SP:Iteration 50Q (142099.280000 sec): 3 clusters
  Score: Raw -1139631.236266 + Penalty 2973.216538 = -1136658.019728
  nChanged 4
		SP:Iteration 51Q (142099.510000 sec): 3 clusters
  Score: Raw -1139631.856112 + Penalty 2973.216538 = -1136658.639574
  nChanged 4
		SP:Iteration 52Q (142099.730000 sec): 3 clusters
  Score: Raw -1139632.630517 + Penalty 2973.216538 = -1136659.413979
  nChanged 6
		SP:Iteration 53Q (142099.950000 sec): 3 clusters
  Score: Raw -1139633.392258 + Penalty 2973.216538 = -1136660.175719
  nChanged 8
		SP:Iteration 54Q (142100.180000 sec): 3 clusters
  Score: Raw -1139634.474226 + Penalty 2973.216538 = -1136661.257687
  nChanged 6
		SP:Iteration 55Q (142100.340000 sec): 3 clusters
  Score: Raw -1139635.048384 + Penalty 2973.216538 = -1136661.831846
  nChanged 12
		SP:Iteration 56Q (142100.600000 sec): 3 clusters
  Score: Raw -1139636.490418 + Penalty 2973.216538 = -1136663.273879
  nChanged 10
		SP:Iteration 57Q (142100.810000 sec): 3 clusters
  Score: Raw -1139637.700515 + Penalty 2973.216538 = -1136664.483977
  nChanged 7
		SP:Iteration 58Q (142101.020000 sec): 3 clusters
  Score: Raw -1139638.476589 + Penalty 2973.216538 = -1136665.260050
  nChanged 10
		SP:Iteration 59Q (142101.210000 sec): 3 clusters
  Score: Raw -1139640.183175 + Penalty 2973.216538 = -1136666.966637
  nChanged 16
		SP:Iteration 60F (142101.450000 sec): 3 clusters
  Score: Raw -1139643.510519 + Penalty 2973.216538 = -1136670.293981
  nChanged 12
		SP:Iteration 61Q (142101.670000 sec): 3 clusters
  Score: Raw -1139645.220442 + Penalty 2973.216538 = -1136672.003904
  nChanged 10
		SP:Iteration 62Q (142101.820000 sec): 3 clusters
  Score: Raw -1139646.809219 + Penalty 2973.216538 = -1136673.592681
  nChanged 13
		SP:Iteration 63Q (142102.050000 sec): 3 clusters
  Score: Raw -1139648.318445 + Penalty 2973.216538 = -1136675.101906
  nChanged 7
		SP:Iteration 64Q (142102.260000 sec): 3 clusters
  Score: Raw -1139648.894574 + Penalty 2973.216538 = -1136675.678036
  nChanged 7
		SP:Iteration 65Q (142102.470000 sec): 3 clusters
  Score: Raw -1139649.489147 + Penalty 2973.216538 = -1136676.272608
  nChanged 2
		SP:Iteration 66Q (142102.650000 sec): 3 clusters
  Score: Raw -1139649.558269 + Penalty 2973.216538 = -1136676.341730
  nChanged 1
		SP:Iteration 67Q (142102.870000 sec): 3 clusters
  Score: Raw -1139649.744036 + Penalty 2973.216538 = -1136676.527497
  nChanged 1
		SP:Iteration 68Q (142103.050000 sec): 3 clusters
  Score: Raw -1139649.872683 + Penalty 2973.216538 = -1136676.656144
  nChanged 1
		SP:Iteration 69Q (142103.230000 sec): 3 clusters
  Score: Raw -1139649.951287 + Penalty 2973.216538 = -1136676.734749
  nChanged 2
		SP:Iteration 70Q (142103.430000 sec): 3 clusters
  Score: Raw -1139650.096649 + Penalty 2973.216538 = -1136676.880110
  nChanged 1
		SP:Iteration 71Q (142103.670000 sec): 3 clusters
  Score: Raw -1139650.173467 + Penalty 2973.216538 = -1136676.956928
  nChanged 1
		SP:Iteration 72Q (142103.910000 sec): 3 clusters
  Score: Raw -1139650.261751 + Penalty 2973.216538 = -1136677.045212
  nChanged 0
		SP:Iteration 73F (142104.100000 sec): 3 clusters
  Score: Raw -1139650.261751 + Penalty 2973.216538 = -1136677.045212
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142104.230000 sec): 2 clusters
  Score: Raw -896076.011791 + Penalty 1449.628357 = -894626.383435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142104.430000 sec): 3 clusters
  Score: Raw -891956.068579 + Penalty 2899.256714 = -889056.811866
  nChanged 3215
		SP:Iteration 1F (142104.670000 sec): 3 clusters
  Score: Raw -893682.739546 + Penalty 2899.256714 = -890783.482832
  nChanged 513
		SP:Iteration 2F (142104.830000 sec): 3 clusters
  Score: Raw -893937.073597 + Penalty 2899.256714 = -891037.816884
  nChanged 446
		SP:Iteration 3F (142105.050000 sec): 3 clusters
  Score: Raw -894198.696888 + Penalty 2899.256714 = -891299.440174
  nChanged 443
		SP:Iteration 4F (142105.220000 sec): 3 clusters
  Score: Raw -894534.861556 + Penalty 2899.256714 = -891635.604842
  nChanged 522
		SP:Iteration 5F (142105.470000 sec): 3 clusters
  Score: Raw -894957.209308 + Penalty 2899.256714 = -892057.952594
  nChanged 476
		SP:Iteration 6F (142105.680000 sec): 3 clusters
  Score: Raw -895308.292228 + Penalty 2899.256714 = -892409.035514
  nChanged 389
		SP:Iteration 7F (142105.860000 sec): 3 clusters
  Score: Raw -895565.534543 + Penalty 2899.256714 = -892666.277829
  nChanged 277
		SP:Iteration 8Q (142106.100000 sec): 3 clusters
  Score: Raw -895712.633119 + Penalty 2899.256714 = -892813.376406
  nChanged 190
		SP:Iteration 9Q (142106.330000 sec): 3 clusters
  Score: Raw -895799.335712 + Penalty 2899.256714 = -892900.078998
  nChanged 166
		SP:Iteration 10Q (142106.490000 sec): 3 clusters
  Score: Raw -895873.066217 + Penalty 2899.256714 = -892973.809503
  nChanged 137
		SP:Iteration 11Q (142106.710000 sec): 3 clusters
  Score: Raw -895941.779028 + Penalty 2899.256714 = -893042.522315
  nChanged 115
		SP:Iteration 12Q (142106.910000 sec): 3 clusters
  Score: Raw -895991.333492 + Penalty 2899.256714 = -893092.076779
  nChanged 104
		SP:Iteration 13Q (142107.080000 sec): 3 clusters
  Score: Raw -896042.740690 + Penalty 2899.256714 = -893143.483976
  nChanged 102
		SP:Iteration 14Q (142107.220000 sec): 3 clusters
  Score: Raw -896093.476949 + Penalty 2899.256714 = -893194.220236
  nChanged 74
		SP:Iteration 15Q (142107.380000 sec): 3 clusters
  Score: Raw -896128.101148 + Penalty 2899.256714 = -893228.844434
  nChanged 72
		SP:Iteration 16Q (142107.570000 sec): 3 clusters
  Score: Raw -896162.356925 + Penalty 2899.256714 = -893263.100212
  nChanged 71
		SP:Iteration 17Q (142107.810000 sec): 3 clusters
  Score: Raw -896191.502712 + Penalty 2899.256714 = -893292.245998
  nChanged 57
		SP:Iteration 18Q (142108.010000 sec): 3 clusters
  Score: Raw -896217.376116 + Penalty 2899.256714 = -893318.119403
  nChanged 49
		SP:Iteration 19Q (142108.210000 sec): 3 clusters
  Score: Raw -896242.827440 + Penalty 2899.256714 = -893343.570727
  nChanged 58
		SP:Iteration 20F (142108.400000 sec): 3 clusters
  Score: Raw -896276.184858 + Penalty 2899.256714 = -893376.928144
  nChanged 38
		SP:Iteration 21Q (142108.590000 sec): 3 clusters
  Score: Raw -896297.513885 + Penalty 2899.256714 = -893398.257171
  nChanged 48
		SP:Iteration 22Q (142108.800000 sec): 3 clusters
  Score: Raw -896322.524005 + Penalty 2899.256714 = -893423.267291
  nChanged 54
		SP:Iteration 23Q (142108.950000 sec): 3 clusters
  Score: Raw -896343.543259 + Penalty 2899.256714 = -893444.286545
  nChanged 42
		SP:Iteration 24Q (142109.150000 sec): 3 clusters
  Score: Raw -896362.184773 + Penalty 2899.256714 = -893462.928059
  nChanged 29
		SP:Iteration 25Q (142109.330000 sec): 3 clusters
  Score: Raw -896376.653159 + Penalty 2899.256714 = -893477.396446
  nChanged 32
		SP:Iteration 26Q (142109.500000 sec): 3 clusters
  Score: Raw -896389.833702 + Penalty 2899.256714 = -893490.576988
  nChanged 20
		SP:Iteration 27Q (142109.690000 sec): 3 clusters
  Score: Raw -896396.336534 + Penalty 2899.256714 = -893497.079820
  nChanged 12
		SP:Iteration 28Q (142109.890000 sec): 3 clusters
  Score: Raw -896399.739539 + Penalty 2899.256714 = -893500.482825
  nChanged 12
		SP:Iteration 29Q (142110.070000 sec): 3 clusters
  Score: Raw -896403.440035 + Penalty 2899.256714 = -893504.183321
  nChanged 12
		SP:Iteration 30Q (142110.300000 sec): 3 clusters
  Score: Raw -896407.405909 + Penalty 2899.256714 = -893508.149196
  nChanged 10
		SP:Iteration 31Q (142110.490000 sec): 3 clusters
  Score: Raw -896410.032082 + Penalty 2899.256714 = -893510.775368
  nChanged 6
		SP:Iteration 32Q (142110.690000 sec): 3 clusters
  Score: Raw -896412.144109 + Penalty 2899.256714 = -893512.887395
  nChanged 11
		SP:Iteration 33Q (142110.870000 sec): 3 clusters
  Score: Raw -896415.924880 + Penalty 2899.256714 = -893516.668166
  nChanged 11
		SP:Iteration 34Q (142111.110000 sec): 3 clusters
  Score: Raw -896419.919836 + Penalty 2899.256714 = -893520.663123
  nChanged 11
		SP:Iteration 35Q (142111.320000 sec): 3 clusters
  Score: Raw -896425.578015 + Penalty 2899.256714 = -893526.321301
  nChanged 13
		SP:Iteration 36Q (142111.460000 sec): 3 clusters
  Score: Raw -896430.634951 + Penalty 2899.256714 = -893531.378237
  nChanged 16
		SP:Iteration 37Q (142111.600000 sec): 3 clusters
  Score: Raw -896436.843062 + Penalty 2899.256714 = -893537.586348
  nChanged 12
		SP:Iteration 38Q (142111.790000 sec): 3 clusters
  Score: Raw -896441.364071 + Penalty 2899.256714 = -893542.107357
  nChanged 10
		SP:Iteration 39Q (142111.990000 sec): 3 clusters
  Score: Raw -896445.189403 + Penalty 2899.256714 = -893545.932689
  nChanged 9
		SP:Iteration 40F (142112.190000 sec): 3 clusters
  Score: Raw -896449.535940 + Penalty 2899.256714 = -893550.279226
  nChanged 9
		SP:Iteration 41Q (142112.420000 sec): 3 clusters
  Score: Raw -896452.426818 + Penalty 2899.256714 = -893553.170105
  nChanged 6
		SP:Iteration 42Q (142112.620000 sec): 3 clusters
  Score: Raw -896454.136706 + Penalty 2899.256714 = -893554.879992
  nChanged 5
		SP:Iteration 43Q (142112.790000 sec): 3 clusters
  Score: Raw -896455.528542 + Penalty 2899.256714 = -893556.271828
  nChanged 7
		SP:Iteration 44Q (142113.030000 sec): 3 clusters
  Score: Raw -896458.215120 + Penalty 2899.256714 = -893558.958406
  nChanged 8
		SP:Iteration 45Q (142113.200000 sec): 3 clusters
  Score: Raw -896460.150199 + Penalty 2899.256714 = -893560.893485
  nChanged 3
		SP:Iteration 46Q (142113.360000 sec): 3 clusters
  Score: Raw -896460.655681 + Penalty 2899.256714 = -893561.398967
  nChanged 3
		SP:Iteration 47Q (142113.530000 sec): 3 clusters
  Score: Raw -896461.357108 + Penalty 2899.256714 = -893562.100394
  nChanged 4
		SP:Iteration 48Q (142113.670000 sec): 3 clusters
  Score: Raw -896462.068703 + Penalty 2899.256714 = -893562.811990
  nChanged 3
		SP:Iteration 49Q (142113.790000 sec): 3 clusters
  Score: Raw -896463.035386 + Penalty 2899.256714 = -893563.778673
  nChanged 4
		SP:Iteration 50Q (142113.960000 sec): 3 clusters
  Score: Raw -896464.695365 + Penalty 2899.256714 = -893565.438651
  nChanged 4
		SP:Iteration 51Q (142114.150000 sec): 3 clusters
  Score: Raw -896465.783877 + Penalty 2899.256714 = -893566.527164
  nChanged 4
		SP:Iteration 52Q (142114.370000 sec): 3 clusters
  Score: Raw -896468.434622 + Penalty 2899.256714 = -893569.177908
  nChanged 11
		SP:Iteration 53Q (142114.610000 sec): 3 clusters
  Score: Raw -896473.028407 + Penalty 2899.256714 = -893573.771693
  nChanged 8
		SP:Iteration 54Q (142114.800000 sec): 3 clusters
  Score: Raw -896476.142924 + Penalty 2899.256714 = -893576.886211
  nChanged 11
		SP:Iteration 55Q (142114.980000 sec): 3 clusters
  Score: Raw -896481.461490 + Penalty 2899.256714 = -893582.204776
  nChanged 6
		SP:Iteration 56Q (142115.200000 sec): 3 clusters
  Score: Raw -896484.897749 + Penalty 2899.256714 = -893585.641035
  nChanged 11
		SP:Iteration 57Q (142115.420000 sec): 3 clusters
  Score: Raw -896488.626208 + Penalty 2899.256714 = -893589.369494
  nChanged 6
		SP:Iteration 58Q (142115.580000 sec): 3 clusters
  Score: Raw -896491.544065 + Penalty 2899.256714 = -893592.287351
  nChanged 9
		SP:Iteration 59Q (142115.810000 sec): 3 clusters
  Score: Raw -896494.052732 + Penalty 2899.256714 = -893594.796018
  nChanged 7
		SP:Iteration 60F (142115.950000 sec): 3 clusters
  Score: Raw -896495.835312 + Penalty 2899.256714 = -893596.578599
  nChanged 5
		SP:Iteration 61Q (142116.130000 sec): 3 clusters
  Score: Raw -896498.316441 + Penalty 2899.256714 = -893599.059728
  nChanged 4
		SP:Iteration 62Q (142116.370000 sec): 3 clusters
  Score: Raw -896499.250920 + Penalty 2899.256714 = -893599.994207
  nChanged 3
		SP:Iteration 63Q (142116.490000 sec): 3 clusters
  Score: Raw -896500.601476 + Penalty 2899.256714 = -893601.344763
  nChanged 5
		SP:Iteration 64Q (142116.710000 sec): 3 clusters
  Score: Raw -896502.301045 + Penalty 2899.256714 = -893603.044331
  nChanged 6
		SP:Iteration 65Q (142116.870000 sec): 3 clusters
  Score: Raw -896504.029223 + Penalty 2899.256714 = -893604.772509
  nChanged 1
		SP:Iteration 66Q (142117.030000 sec): 3 clusters
  Score: Raw -896504.189889 + Penalty 2899.256714 = -893604.933175
  nChanged 1
		SP:Iteration 67Q (142117.230000 sec): 3 clusters
  Score: Raw -896504.431832 + Penalty 2899.256714 = -893605.175118
  nChanged 2
		SP:Iteration 68Q (142117.490000 sec): 3 clusters
  Score: Raw -896505.388016 + Penalty 2899.256714 = -893606.131302
  nChanged 3
		SP:Iteration 69Q (142117.630000 sec): 3 clusters
  Score: Raw -896506.391338 + Penalty 2899.256714 = -893607.134624
  nChanged 2
		SP:Iteration 70Q (142117.860000 sec): 3 clusters
  Score: Raw -896506.947054 + Penalty 2899.256714 = -893607.690340
  nChanged 1
		SP:Iteration 71Q (142118.060000 sec): 3 clusters
  Score: Raw -896507.212399 + Penalty 2899.256714 = -893607.955685
  nChanged 1
		SP:Iteration 72Q (142118.210000 sec): 3 clusters
  Score: Raw -896507.640055 + Penalty 2899.256714 = -893608.383341
  nChanged 3
		SP:Iteration 73Q (142118.360000 sec): 3 clusters
  Score: Raw -896508.384075 + Penalty 2899.256714 = -893609.127361
  nChanged 1
		SP:Iteration 74Q (142118.550000 sec): 3 clusters
  Score: Raw -896508.957785 + Penalty 2899.256714 = -893609.701071
  nChanged 4
		SP:Iteration 75Q (142118.730000 sec): 3 clusters
  Score: Raw -896509.914426 + Penalty 2899.256714 = -893610.657712
  nChanged 1
		SP:Iteration 76Q (142118.870000 sec): 3 clusters
  Score: Raw -896509.965255 + Penalty 2899.256714 = -893610.708542
  nChanged 0
		SP:Iteration 77F (142119.130000 sec): 3 clusters
  Score: Raw -896509.965255 + Penalty 2899.256714 = -893610.708542
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142119.220000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142119.400000 sec): 3 clusters
  Score: Raw -23568.401641 + Penalty 1760.232631 = -21808.169011
  nChanged 47
		SP:Iteration 1F (142119.530000 sec): 3 clusters
  Score: Raw -23686.708040 + Penalty 1760.232631 = -21926.475410
  nChanged 9
		SP:Iteration 2Q (142119.710000 sec): 3 clusters
  Score: Raw -23711.775923 + Penalty 1760.232631 = -21951.543293
  nChanged 5
		SP:Iteration 3Q (142119.830000 sec): 3 clusters
  Score: Raw -23730.115868 + Penalty 1760.232631 = -21969.883237
  nChanged 4
		SP:Iteration 4Q (142120.020000 sec): 3 clusters
  Score: Raw -23740.466977 + Penalty 1760.232631 = -21980.234346
  nChanged 4
		SP:Iteration 5Q (142120.220000 sec): 3 clusters
  Score: Raw -23747.097469 + Penalty 1760.232631 = -21986.864839
  nChanged 2
		SP:Iteration 6Q (142120.430000 sec): 3 clusters
  Score: Raw -23751.698390 + Penalty 1760.232631 = -21991.465760
  nChanged 3
		SP:Iteration 7Q (142120.560000 sec): 3 clusters
  Score: Raw -23759.606166 + Penalty 1760.232631 = -21999.373535
  nChanged 2
		SP:Iteration 8Q (142120.770000 sec): 3 clusters
  Score: Raw -23770.347621 + Penalty 1760.232631 = -22010.114991
  nChanged 1
		SP:Iteration 9Q (142120.940000 sec): 3 clusters
  Score: Raw -23778.958991 + Penalty 1760.232631 = -22018.726361
  nChanged 1
		SP:Iteration 10Q (142121.070000 sec): 3 clusters
  Score: Raw -23780.826269 + Penalty 1760.232631 = -22020.593639
  nChanged 0
		SP:Iteration 11F (142121.250000 sec): 3 clusters
  Score: Raw -23780.826269 + Penalty 1760.232631 = -22020.593639
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142121.530000 sec): 2 clusters
  Score: Raw -3037253.331192 + Penalty 1658.516480 = -3035594.814711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142121.820000 sec): 3 clusters
  Score: Raw -3020697.582822 + Penalty 3317.032960 = -3017380.549861
  nChanged 12457
		SP:Iteration 1F (142122.130000 sec): 3 clusters
  Score: Raw -3027712.122181 + Penalty 3317.032960 = -3024395.089221
  nChanged 1473
		SP:Iteration 2F (142122.420000 sec): 3 clusters
  Score: Raw -3028332.917436 + Penalty 3317.032960 = -3025015.884475
  nChanged 1473
		SP:Iteration 3F (142122.680000 sec): 3 clusters
  Score: Raw -3029018.900628 + Penalty 3317.032960 = -3025701.867667
  nChanged 1476
		SP:Iteration 4F (142122.950000 sec): 3 clusters
  Score: Raw -3029817.187062 + Penalty 3317.032960 = -3026500.154102
  nChanged 1561
		SP:Iteration 5F (142123.250000 sec): 3 clusters
  Score: Raw -3030702.691455 + Penalty 3317.032960 = -3027385.658494
  nChanged 1499
		SP:Iteration 6F (142123.500000 sec): 3 clusters
  Score: Raw -3031627.176003 + Penalty 3317.032960 = -3028310.143043
  nChanged 1452
		SP:Iteration 7F (142123.740000 sec): 3 clusters
  Score: Raw -3032541.175087 + Penalty 3317.032960 = -3029224.142127
  nChanged 1340
		SP:Iteration 8Q (142124.020000 sec): 3 clusters
  Score: Raw -3033420.497199 + Penalty 3317.032960 = -3030103.464239
  nChanged 1203
		SP:Iteration 9Q (142124.310000 sec): 3 clusters
  Score: Raw -3034269.534450 + Penalty 3317.032960 = -3030952.501489
  nChanged 1084
		SP:Iteration 10Q (142124.610000 sec): 3 clusters
  Score: Raw -3035020.954336 + Penalty 3317.032960 = -3031703.921375
  nChanged 946
		SP:Iteration 11Q (142124.900000 sec): 3 clusters
  Score: Raw -3035637.979527 + Penalty 3317.032960 = -3032320.946567
  nChanged 739
		SP:Iteration 12Q (142125.170000 sec): 3 clusters
  Score: Raw -3036122.859540 + Penalty 3317.032960 = -3032805.826580
  nChanged 584
		SP:Iteration 13Q (142125.450000 sec): 3 clusters
  Score: Raw -3036499.517040 + Penalty 3317.032960 = -3033182.484080
  nChanged 472
		SP:Iteration 14Q (142125.730000 sec): 3 clusters
  Score: Raw -3036804.779950 + Penalty 3317.032960 = -3033487.746990
  nChanged 355
		SP:Iteration 15Q (142125.990000 sec): 3 clusters
  Score: Raw -3037027.484024 + Penalty 3317.032960 = -3033710.451064
  nChanged 289
		SP:Iteration 16Q (142126.320000 sec): 3 clusters
  Score: Raw -3037195.199916 + Penalty 3317.032960 = -3033878.166956
  nChanged 186
		SP:Iteration 17Q (142126.620000 sec): 3 clusters
  Score: Raw -3037289.894663 + Penalty 3317.032960 = -3033972.861703
  nChanged 147
		SP:Iteration 18Q (142126.900000 sec): 3 clusters
  Score: Raw -3037360.499860 + Penalty 3317.032960 = -3034043.466900
  nChanged 135
		SP:Iteration 19Q (142127.170000 sec): 3 clusters
  Score: Raw -3037422.581360 + Penalty 3317.032960 = -3034105.548399
  nChanged 107
		SP:Iteration 20F (142127.410000 sec): 3 clusters
  Score: Raw -3037472.727570 + Penalty 3317.032960 = -3034155.694610
  nChanged 94
		SP:Iteration 21Q (142127.690000 sec): 3 clusters
  Score: Raw -3037512.201073 + Penalty 3317.032960 = -3034195.168113
  nChanged 75
		SP:Iteration 22Q (142127.960000 sec): 3 clusters
  Score: Raw -3037545.341557 + Penalty 3317.032960 = -3034228.308596
  nChanged 63
		SP:Iteration 23Q (142128.220000 sec): 3 clusters
  Score: Raw -3037573.153482 + Penalty 3317.032960 = -3034256.120521
  nChanged 57
		SP:Iteration 24Q (142128.500000 sec): 3 clusters
  Score: Raw -3037595.699212 + Penalty 3317.032960 = -3034278.666252
  nChanged 38
		SP:Iteration 25Q (142128.840000 sec): 3 clusters
  Score: Raw -3037611.612267 + Penalty 3317.032960 = -3034294.579307
  nChanged 42
		SP:Iteration 26Q (142129.100000 sec): 3 clusters
  Score: Raw -3037625.724098 + Penalty 3317.032960 = -3034308.691138
  nChanged 31
		SP:Iteration 27Q (142129.390000 sec): 3 clusters
  Score: Raw -3037638.890939 + Penalty 3317.032960 = -3034321.857979
  nChanged 29
		SP:Iteration 28Q (142129.680000 sec): 3 clusters
  Score: Raw -3037649.541967 + Penalty 3317.032960 = -3034332.509007
  nChanged 19
		SP:Iteration 29Q (142129.950000 sec): 3 clusters
  Score: Raw -3037655.676325 + Penalty 3317.032960 = -3034338.643365
  nChanged 11
		SP:Iteration 30Q (142130.250000 sec): 3 clusters
  Score: Raw -3037660.278332 + Penalty 3317.032960 = -3034343.245372
  nChanged 14
		SP:Iteration 31Q (142130.500000 sec): 3 clusters
  Score: Raw -3037664.550064 + Penalty 3317.032960 = -3034347.517104
  nChanged 11
		SP:Iteration 32Q (142130.830000 sec): 3 clusters
  Score: Raw -3037669.119112 + Penalty 3317.032960 = -3034352.086151
  nChanged 11
		SP:Iteration 33Q (142131.080000 sec): 3 clusters
  Score: Raw -3037673.329080 + Penalty 3317.032960 = -3034356.296119
  nChanged 10
		SP:Iteration 34Q (142131.390000 sec): 3 clusters
  Score: Raw -3037678.105105 + Penalty 3317.032960 = -3034361.072145
  nChanged 12
		SP:Iteration 35Q (142131.660000 sec): 3 clusters
  Score: Raw -3037682.449285 + Penalty 3317.032960 = -3034365.416325
  nChanged 9
		SP:Iteration 36Q (142131.930000 sec): 3 clusters
  Score: Raw -3037686.074635 + Penalty 3317.032960 = -3034369.041674
  nChanged 8
		SP:Iteration 37Q (142132.180000 sec): 3 clusters
  Score: Raw -3037688.610966 + Penalty 3317.032960 = -3034371.578006
  nChanged 6
		SP:Iteration 38Q (142132.470000 sec): 3 clusters
  Score: Raw -3037690.669237 + Penalty 3317.032960 = -3034373.636277
  nChanged 2
		SP:Iteration 39Q (142132.700000 sec): 3 clusters
  Score: Raw -3037692.028235 + Penalty 3317.032960 = -3034374.995274
  nChanged 5
		SP:Iteration 40F (142133.010000 sec): 3 clusters
  Score: Raw -3037693.323063 + Penalty 3317.032960 = -3034376.290102
  nChanged 4
		SP:Iteration 41Q (142133.280000 sec): 3 clusters
  Score: Raw -3037693.990211 + Penalty 3317.032960 = -3034376.957251
  nChanged 2
		SP:Iteration 42Q (142133.530000 sec): 3 clusters
  Score: Raw -3037695.013500 + Penalty 3317.032960 = -3034377.980540
  nChanged 1
		SP:Iteration 43Q (142133.800000 sec): 3 clusters
  Score: Raw -3037695.125622 + Penalty 3317.032960 = -3034378.092662
  nChanged 0
		SP:Iteration 44F (142134.050000 sec): 3 clusters
  Score: Raw -3037695.125622 + Penalty 3317.032960 = -3034378.092662
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142134.190000 sec): 2 clusters
  Score: Raw -684893.810394 + Penalty 1405.022087 = -683488.788307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142134.350000 sec): 3 clusters
  Score: Raw -681863.573442 + Penalty 2810.044174 = -679053.529268
  nChanged 2337
		SP:Iteration 1F (142134.530000 sec): 3 clusters
  Score: Raw -683208.959211 + Penalty 2810.044174 = -680398.915038
  nChanged 478
		SP:Iteration 2F (142134.730000 sec): 3 clusters
  Score: Raw -683528.562550 + Penalty 2810.044174 = -680718.518377
  nChanged 382
		SP:Iteration 3F (142134.930000 sec): 3 clusters
  Score: Raw -683799.856651 + Penalty 2810.044174 = -680989.812478
  nChanged 364
		SP:Iteration 4F (142135.080000 sec): 3 clusters
  Score: Raw -684078.884879 + Penalty 2810.044174 = -681268.840705
  nChanged 328
		SP:Iteration 5F (142135.290000 sec): 3 clusters
  Score: Raw -684325.640492 + Penalty 2810.044174 = -681515.596319
  nChanged 290
		SP:Iteration 6F (142135.450000 sec): 3 clusters
  Score: Raw -684547.802926 + Penalty 2810.044174 = -681737.758753
  nChanged 226
		SP:Iteration 7Q (142135.610000 sec): 3 clusters
  Score: Raw -684730.231262 + Penalty 2810.044174 = -681920.187089
  nChanged 181
		SP:Iteration 8Q (142135.830000 sec): 3 clusters
  Score: Raw -684856.974591 + Penalty 2810.044174 = -682046.930418
  nChanged 123
		SP:Iteration 9Q (142136.020000 sec): 3 clusters
  Score: Raw -684940.673591 + Penalty 2810.044174 = -682130.629418
  nChanged 107
		SP:Iteration 10Q (142136.190000 sec): 3 clusters
  Score: Raw -685022.971238 + Penalty 2810.044174 = -682212.927065
  nChanged 94
		SP:Iteration 11Q (142136.370000 sec): 3 clusters
  Score: Raw -685090.343051 + Penalty 2810.044174 = -682280.298877
  nChanged 69
		SP:Iteration 12Q (142136.550000 sec): 3 clusters
  Score: Raw -685133.969158 + Penalty 2810.044174 = -682323.924984
  nChanged 56
		SP:Iteration 13Q (142136.690000 sec): 3 clusters
  Score: Raw -685170.870817 + Penalty 2810.044174 = -682360.826643
  nChanged 50
		SP:Iteration 14Q (142136.880000 sec): 3 clusters
  Score: Raw -685205.509072 + Penalty 2810.044174 = -682395.464898
  nChanged 43
		SP:Iteration 15Q (142137.100000 sec): 3 clusters
  Score: Raw -685232.402198 + Penalty 2810.044174 = -682422.358024
  nChanged 36
		SP:Iteration 16Q (142137.310000 sec): 3 clusters
  Score: Raw -685249.439217 + Penalty 2810.044174 = -682439.395043
  nChanged 23
		SP:Iteration 17Q (142137.500000 sec): 3 clusters
  Score: Raw -685260.082696 + Penalty 2810.044174 = -682450.038522
  nChanged 15
		SP:Iteration 18Q (142137.690000 sec): 3 clusters
  Score: Raw -685265.979448 + Penalty 2810.044174 = -682455.935274
  nChanged 8
		SP:Iteration 19Q (142137.860000 sec): 3 clusters
  Score: Raw -685268.419395 + Penalty 2810.044174 = -682458.375222
  nChanged 7
		SP:Iteration 20F (142138.060000 sec): 3 clusters
  Score: Raw -685269.883958 + Penalty 2810.044174 = -682459.839785
  nChanged 4
		SP:Iteration 21Q (142138.240000 sec): 3 clusters
  Score: Raw -685271.215015 + Penalty 2810.044174 = -682461.170841
  nChanged 7
		SP:Iteration 22Q (142138.410000 sec): 3 clusters
  Score: Raw -685273.087786 + Penalty 2810.044174 = -682463.043612
  nChanged 7
		SP:Iteration 23Q (142138.600000 sec): 3 clusters
  Score: Raw -685275.512956 + Penalty 2810.044174 = -682465.468783
  nChanged 4
		SP:Iteration 24Q (142138.760000 sec): 3 clusters
  Score: Raw -685276.960104 + Penalty 2810.044174 = -682466.915930
  nChanged 2
		SP:Iteration 25Q (142138.950000 sec): 3 clusters
  Score: Raw -685277.514093 + Penalty 2810.044174 = -682467.469920
  nChanged 2
		SP:Iteration 26Q (142139.140000 sec): 3 clusters
  Score: Raw -685277.970270 + Penalty 2810.044174 = -682467.926096
  nChanged 2
		SP:Iteration 27Q (142139.330000 sec): 3 clusters
  Score: Raw -685278.463794 + Penalty 2810.044174 = -682468.419621
  nChanged 1
		SP:Iteration 28Q (142139.440000 sec): 3 clusters
  Score: Raw -685278.837121 + Penalty 2810.044174 = -682468.792948
  nChanged 2
		SP:Iteration 29Q (142139.630000 sec): 3 clusters
  Score: Raw -685279.568303 + Penalty 2810.044174 = -682469.524130
  nChanged 5
		SP:Iteration 30Q (142139.890000 sec): 3 clusters
  Score: Raw -685282.763176 + Penalty 2810.044174 = -682472.719002
  nChanged 9
		SP:Iteration 31Q (142140.020000 sec): 3 clusters
  Score: Raw -685286.350050 + Penalty 2810.044174 = -682476.305876
  nChanged 8
		SP:Iteration 32Q (142140.240000 sec): 3 clusters
  Score: Raw -685289.718566 + Penalty 2810.044174 = -682479.674392
  nChanged 12
		SP:Iteration 33Q (142140.390000 sec): 3 clusters
  Score: Raw -685295.332905 + Penalty 2810.044174 = -682485.288731
  nChanged 9
		SP:Iteration 34Q (142140.530000 sec): 3 clusters
  Score: Raw -685297.529741 + Penalty 2810.044174 = -682487.485567
  nChanged 6
		SP:Iteration 35Q (142140.670000 sec): 3 clusters
  Score: Raw -685301.007408 + Penalty 2810.044174 = -682490.963235
  nChanged 5
		SP:Iteration 36Q (142140.830000 sec): 3 clusters
  Score: Raw -685303.802810 + Penalty 2810.044174 = -682493.758637
  nChanged 1
		SP:Iteration 37Q (142141.030000 sec): 3 clusters
  Score: Raw -685304.003827 + Penalty 2810.044174 = -682493.959654
  nChanged 1
		SP:Iteration 38Q (142141.220000 sec): 3 clusters
  Score: Raw -685304.225590 + Penalty 2810.044174 = -682494.181416
  nChanged 2
		SP:Iteration 39Q (142141.450000 sec): 3 clusters
  Score: Raw -685304.480368 + Penalty 2810.044174 = -682494.436194
  nChanged 0
		SP:Iteration 40F (142141.660000 sec): 3 clusters
  Score: Raw -685304.480368 + Penalty 2810.044174 = -682494.436194
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142141.770000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142141.950000 sec): 3 clusters
  Score: Raw -23107.157107 + Penalty 1770.189646 = -21336.967461
  nChanged 53
		SP:Iteration 1F (142142.120000 sec): 3 clusters
  Score: Raw -23379.607859 + Penalty 1770.189646 = -21609.418213
  nChanged 17
		SP:Iteration 2F (142142.250000 sec): 3 clusters
  Score: Raw -23472.496902 + Penalty 1770.189646 = -21702.307257
  nChanged 10
		SP:Iteration 3Q (142142.390000 sec): 3 clusters
  Score: Raw -23540.208511 + Penalty 1770.189646 = -21770.018865
  nChanged 3
		SP:Iteration 4Q (142142.520000 sec): 3 clusters
  Score: Raw -23561.953839 + Penalty 1770.189646 = -21791.764193
  nChanged 0
		SP:Iteration 5F (142142.650000 sec): 3 clusters
  Score: Raw -23561.953839 + Penalty 1770.189646 = -21791.764193
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142142.800000 sec): 2 clusters
  Score: Raw -1755099.819475 + Penalty 1558.087166 = -1753541.732309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142143.030000 sec): 3 clusters
  Score: Raw -1746421.898567 + Penalty 3116.174332 = -1743305.724236
  nChanged 6564
		SP:Iteration 1F (142143.250000 sec): 3 clusters
  Score: Raw -1749866.352777 + Penalty 3116.174332 = -1746750.178446
  nChanged 799
		SP:Iteration 2F (142143.520000 sec): 3 clusters
  Score: Raw -1750136.078834 + Penalty 3116.174332 = -1747019.904502
  nChanged 671
		SP:Iteration 3Q (142143.780000 sec): 3 clusters
  Score: Raw -1750348.925647 + Penalty 3116.174332 = -1747232.751316
  nChanged 588
		SP:Iteration 4Q (142143.980000 sec): 3 clusters
  Score: Raw -1750526.971108 + Penalty 3116.174332 = -1747410.796776
  nChanged 529
		SP:Iteration 5Q (142144.210000 sec): 3 clusters
  Score: Raw -1750710.922308 + Penalty 3116.174332 = -1747594.747977
  nChanged 551
		SP:Iteration 6Q (142144.450000 sec): 3 clusters
  Score: Raw -1750907.531894 + Penalty 3116.174332 = -1747791.357562
  nChanged 569
		SP:Iteration 7Q (142144.690000 sec): 3 clusters
  Score: Raw -1751140.722090 + Penalty 3116.174332 = -1748024.547759
  nChanged 607
		SP:Iteration 8Q (142144.910000 sec): 3 clusters
  Score: Raw -1751458.221158 + Penalty 3116.174332 = -1748342.046827
  nChanged 750
		SP:Iteration 9F (142145.180000 sec): 3 clusters
  Score: Raw -1751907.449219 + Penalty 3116.174332 = -1748791.274888
  nChanged 826
		SP:Iteration 10F (142145.410000 sec): 3 clusters
  Score: Raw -1752440.223944 + Penalty 3116.174332 = -1749324.049613
  nChanged 856
		SP:Iteration 11F (142145.700000 sec): 3 clusters
  Score: Raw -1752976.239873 + Penalty 3116.174332 = -1749860.065542
  nChanged 757
		SP:Iteration 12F (142145.870000 sec): 3 clusters
  Score: Raw -1753462.663569 + Penalty 3116.174332 = -1750346.489238
  nChanged 674
		SP:Iteration 13Q (142146.090000 sec): 3 clusters
  Score: Raw -1753907.939010 + Penalty 3116.174332 = -1750791.764679
  nChanged 586
		SP:Iteration 14Q (142146.370000 sec): 3 clusters
  Score: Raw -1754300.515710 + Penalty 3116.174332 = -1751184.341378
  nChanged 486
		SP:Iteration 15Q (142146.610000 sec): 3 clusters
  Score: Raw -1754599.486642 + Penalty 3116.174332 = -1751483.312310
  nChanged 375
		SP:Iteration 16Q (142146.860000 sec): 3 clusters
  Score: Raw -1754809.113778 + Penalty 3116.174332 = -1751692.939446
  nChanged 281
		SP:Iteration 17Q (142147.100000 sec): 3 clusters
  Score: Raw -1754950.148912 + Penalty 3116.174332 = -1751833.974580
  nChanged 219
		SP:Iteration 18Q (142147.350000 sec): 3 clusters
  Score: Raw -1755053.130591 + Penalty 3116.174332 = -1751936.956260
  nChanged 179
		SP:Iteration 19Q (142147.590000 sec): 3 clusters
  Score: Raw -1755136.223971 + Penalty 3116.174332 = -1752020.049639
  nChanged 143
		SP:Iteration 20F (142147.850000 sec): 3 clusters
  Score: Raw -1755198.388446 + Penalty 3116.174332 = -1752082.214115
  nChanged 92
		SP:Iteration 21Q (142148.110000 sec): 3 clusters
  Score: Raw -1755229.406005 + Penalty 3116.174332 = -1752113.231673
  nChanged 70
		SP:Iteration 22Q (142148.350000 sec): 3 clusters
  Score: Raw -1755258.393934 + Penalty 3116.174332 = -1752142.219603
  nChanged 66
		SP:Iteration 23Q (142148.560000 sec): 3 clusters
  Score: Raw -1755287.668711 + Penalty 3116.174332 = -1752171.494379
  nChanged 58
		SP:Iteration 24Q (142148.770000 sec): 3 clusters
  Score: Raw -1755314.084076 + Penalty 3116.174332 = -1752197.909744
  nChanged 45
		SP:Iteration 25Q (142149.010000 sec): 3 clusters
  Score: Raw -1755333.251904 + Penalty 3116.174332 = -1752217.077573
  nChanged 33
		SP:Iteration 26Q (142149.250000 sec): 3 clusters
  Score: Raw -1755344.053110 + Penalty 3116.174332 = -1752227.878779
  nChanged 24
		SP:Iteration 27Q (142149.530000 sec): 3 clusters
  Score: Raw -1755352.353532 + Penalty 3116.174332 = -1752236.179201
  nChanged 24
		SP:Iteration 28Q (142149.730000 sec): 3 clusters
  Score: Raw -1755361.331053 + Penalty 3116.174332 = -1752245.156721
  nChanged 22
		SP:Iteration 29Q (142149.960000 sec): 3 clusters
  Score: Raw -1755369.994718 + Penalty 3116.174332 = -1752253.820386
  nChanged 14
		SP:Iteration 30Q (142150.170000 sec): 3 clusters
  Score: Raw -1755375.185513 + Penalty 3116.174332 = -1752259.011181
  nChanged 10
		SP:Iteration 31Q (142150.410000 sec): 3 clusters
  Score: Raw -1755378.529110 + Penalty 3116.174332 = -1752262.354778
  nChanged 6
		SP:Iteration 32Q (142150.620000 sec): 3 clusters
  Score: Raw -1755380.080024 + Penalty 3116.174332 = -1752263.905692
  nChanged 4
		SP:Iteration 33Q (142150.860000 sec): 3 clusters
  Score: Raw -1755381.069140 + Penalty 3116.174332 = -1752264.894808
  nChanged 3
		SP:Iteration 34Q (142151.100000 sec): 3 clusters
  Score: Raw -1755381.967140 + Penalty 3116.174332 = -1752265.792808
  nChanged 3
		SP:Iteration 35Q (142151.340000 sec): 3 clusters
  Score: Raw -1755382.814496 + Penalty 3116.174332 = -1752266.640165
  nChanged 4
		SP:Iteration 36Q (142151.610000 sec): 3 clusters
  Score: Raw -1755383.763156 + Penalty 3116.174332 = -1752267.588824
  nChanged 1
		SP:Iteration 37Q (142151.830000 sec): 3 clusters
  Score: Raw -1755383.888941 + Penalty 3116.174332 = -1752267.714609
  nChanged 1
		SP:Iteration 38Q (142152.070000 sec): 3 clusters
  Score: Raw -1755384.161328 + Penalty 3116.174332 = -1752267.986997
  nChanged 0
		SP:Iteration 39F (142152.250000 sec): 3 clusters
  Score: Raw -1755384.161328 + Penalty 3116.174332 = -1752267.986997
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142152.340000 sec): 2 clusters
  Score: Raw -949917.626864 + Penalty 1462.177131 = -948455.449733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142152.510000 sec): 3 clusters
  Score: Raw -945504.514905 + Penalty 2924.354262 = -942580.160643
  nChanged 3385
		SP:Iteration 1F (142152.700000 sec): 3 clusters
  Score: Raw -947258.751705 + Penalty 2924.354262 = -944334.397443
  nChanged 525
		SP:Iteration 2F (142152.820000 sec): 3 clusters
  Score: Raw -947505.489828 + Penalty 2924.354262 = -944581.135566
  nChanged 454
		SP:Iteration 3F (142153.050000 sec): 3 clusters
  Score: Raw -947743.747265 + Penalty 2924.354262 = -944819.393003
  nChanged 440
		SP:Iteration 4F (142153.270000 sec): 3 clusters
  Score: Raw -948015.290278 + Penalty 2924.354262 = -945090.936017
  nChanged 456
		SP:Iteration 5F (142153.440000 sec): 3 clusters
  Score: Raw -948328.271857 + Penalty 2924.354262 = -945403.917595
  nChanged 479
		SP:Iteration 6F (142153.610000 sec): 3 clusters
  Score: Raw -948697.765829 + Penalty 2924.354262 = -945773.411567
  nChanged 462
		SP:Iteration 7F (142153.780000 sec): 3 clusters
  Score: Raw -949085.367563 + Penalty 2924.354262 = -946161.013301
  nChanged 448
		SP:Iteration 8F (142154.030000 sec): 3 clusters
  Score: Raw -949481.631034 + Penalty 2924.354262 = -946557.276773
  nChanged 390
		SP:Iteration 9Q (142154.270000 sec): 3 clusters
  Score: Raw -949820.244098 + Penalty 2924.354262 = -946895.889836
  nChanged 303
		SP:Iteration 10Q (142154.430000 sec): 3 clusters
  Score: Raw -950064.850285 + Penalty 2924.354262 = -947140.496024
  nChanged 231
		SP:Iteration 11Q (142154.630000 sec): 3 clusters
  Score: Raw -950202.868506 + Penalty 2924.354262 = -947278.514244
  nChanged 149
		SP:Iteration 12Q (142154.790000 sec): 3 clusters
  Score: Raw -950282.412383 + Penalty 2924.354262 = -947358.058122
  nChanged 104
		SP:Iteration 13Q (142154.980000 sec): 3 clusters
  Score: Raw -950333.474842 + Penalty 2924.354262 = -947409.120580
  nChanged 89
		SP:Iteration 14Q (142155.160000 sec): 3 clusters
  Score: Raw -950377.842226 + Penalty 2924.354262 = -947453.487964
  nChanged 75
		SP:Iteration 15Q (142155.360000 sec): 3 clusters
  Score: Raw -950418.094242 + Penalty 2924.354262 = -947493.739981
  nChanged 68
		SP:Iteration 16Q (142155.590000 sec): 3 clusters
  Score: Raw -950452.706258 + Penalty 2924.354262 = -947528.351996
  nChanged 45
		SP:Iteration 17Q (142155.740000 sec): 3 clusters
  Score: Raw -950475.363331 + Penalty 2924.354262 = -947551.009069
  nChanged 47
		SP:Iteration 18Q (142155.960000 sec): 3 clusters
  Score: Raw -950500.005734 + Penalty 2924.354262 = -947575.651472
  nChanged 48
		SP:Iteration 19Q (142156.170000 sec): 3 clusters
  Score: Raw -950520.857230 + Penalty 2924.354262 = -947596.502968
  nChanged 41
		SP:Iteration 20F (142156.390000 sec): 3 clusters
  Score: Raw -950536.362939 + Penalty 2924.354262 = -947612.008677
  nChanged 34
		SP:Iteration 21Q (142156.620000 sec): 3 clusters
  Score: Raw -950546.431762 + Penalty 2924.354262 = -947622.077500
  nChanged 25
		SP:Iteration 22Q (142156.750000 sec): 3 clusters
  Score: Raw -950552.652027 + Penalty 2924.354262 = -947628.297765
  nChanged 17
		SP:Iteration 23Q (142156.950000 sec): 3 clusters
  Score: Raw -950556.370707 + Penalty 2924.354262 = -947632.016445
  nChanged 21
		SP:Iteration 24Q (142157.120000 sec): 3 clusters
  Score: Raw -950560.601539 + Penalty 2924.354262 = -947636.247277
  nChanged 19
		SP:Iteration 25Q (142157.310000 sec): 3 clusters
  Score: Raw -950564.511604 + Penalty 2924.354262 = -947640.157342
  nChanged 11
		SP:Iteration 26Q (142157.570000 sec): 3 clusters
  Score: Raw -950567.371257 + Penalty 2924.354262 = -947643.016995
  nChanged 7
		SP:Iteration 27Q (142157.790000 sec): 3 clusters
  Score: Raw -950569.221827 + Penalty 2924.354262 = -947644.867566
  nChanged 9
		SP:Iteration 28Q (142157.970000 sec): 3 clusters
  Score: Raw -950570.679597 + Penalty 2924.354262 = -947646.325335
  nChanged 3
		SP:Iteration 29Q (142158.170000 sec): 3 clusters
  Score: Raw -950571.057633 + Penalty 2924.354262 = -947646.703371
  nChanged 4
		SP:Iteration 30Q (142158.400000 sec): 3 clusters
  Score: Raw -950571.828646 + Penalty 2924.354262 = -947647.474384
  nChanged 5
		SP:Iteration 31Q (142158.560000 sec): 3 clusters
  Score: Raw -950573.088076 + Penalty 2924.354262 = -947648.733814
  nChanged 5
		SP:Iteration 32Q (142158.770000 sec): 3 clusters
  Score: Raw -950574.470293 + Penalty 2924.354262 = -947650.116032
  nChanged 8
		SP:Iteration 33Q (142159.000000 sec): 3 clusters
  Score: Raw -950575.946446 + Penalty 2924.354262 = -947651.592184
  nChanged 8
		SP:Iteration 34Q (142159.220000 sec): 3 clusters
  Score: Raw -950577.306964 + Penalty 2924.354262 = -947652.952702
  nChanged 3
		SP:Iteration 35Q (142159.440000 sec): 3 clusters
  Score: Raw -950577.835264 + Penalty 2924.354262 = -947653.481002
  nChanged 2
		SP:Iteration 36Q (142159.650000 sec): 3 clusters
  Score: Raw -950578.126717 + Penalty 2924.354262 = -947653.772455
  nChanged 1
		SP:Iteration 37Q (142159.820000 sec): 3 clusters
  Score: Raw -950578.268113 + Penalty 2924.354262 = -947653.913851
  nChanged 1
		SP:Iteration 38Q (142160.030000 sec): 3 clusters
  Score: Raw -950578.494010 + Penalty 2924.354262 = -947654.139748
  nChanged 3
		SP:Iteration 39Q (142160.250000 sec): 3 clusters
  Score: Raw -950579.090430 + Penalty 2924.354262 = -947654.736168
  nChanged 3
		SP:Iteration 40F (142160.420000 sec): 3 clusters
  Score: Raw -950579.743884 + Penalty 2924.354262 = -947655.389622
  nChanged 2
		SP:Iteration 41Q (142160.580000 sec): 3 clusters
  Score: Raw -950580.003096 + Penalty 2924.354262 = -947655.648835
  nChanged 2
		SP:Iteration 42Q (142160.770000 sec): 3 clusters
  Score: Raw -950580.268752 + Penalty 2924.354262 = -947655.914491
  nChanged 0
		SP:Iteration 43F (142160.970000 sec): 3 clusters
  Score: Raw -950580.268752 + Penalty 2924.354262 = -947655.914491
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142161.100000 sec): 2 clusters
  Score: Raw -935801.130997 + Penalty 1461.553021 = -934339.577977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142161.320000 sec): 3 clusters
  Score: Raw -931383.984899 + Penalty 2923.106041 = -928460.878857
  nChanged 3409
		SP:Iteration 1F (142161.520000 sec): 3 clusters
  Score: Raw -933237.306359 + Penalty 2923.106041 = -930314.200317
  nChanged 504
		SP:Iteration 2F (142161.700000 sec): 3 clusters
  Score: Raw -933481.978683 + Penalty 2923.106041 = -930558.872642
  nChanged 430
		SP:Iteration 3F (142161.880000 sec): 3 clusters
  Score: Raw -933695.111507 + Penalty 2923.106041 = -930772.005465
  nChanged 400
		SP:Iteration 4Q (142162.080000 sec): 3 clusters
  Score: Raw -933917.202528 + Penalty 2923.106041 = -930994.096487
  nChanged 391
		SP:Iteration 5Q (142162.280000 sec): 3 clusters
  Score: Raw -934141.049353 + Penalty 2923.106041 = -931217.943312
  nChanged 406
		SP:Iteration 6F (142162.430000 sec): 3 clusters
  Score: Raw -934385.064557 + Penalty 2923.106041 = -931461.958516
  nChanged 411
		SP:Iteration 7F (142162.680000 sec): 3 clusters
  Score: Raw -934615.861795 + Penalty 2923.106041 = -931692.755754
  nChanged 388
		SP:Iteration 8Q (142162.870000 sec): 3 clusters
  Score: Raw -934844.330398 + Penalty 2923.106041 = -931921.224357
  nChanged 355
		SP:Iteration 9Q (142163.020000 sec): 3 clusters
  Score: Raw -935046.932298 + Penalty 2923.106041 = -932123.826257
  nChanged 287
		SP:Iteration 10Q (142163.200000 sec): 3 clusters
  Score: Raw -935208.478282 + Penalty 2923.106041 = -932285.372241
  nChanged 267
		SP:Iteration 11Q (142163.380000 sec): 3 clusters
  Score: Raw -935359.766807 + Penalty 2923.106041 = -932436.660766
  nChanged 223
		SP:Iteration 12Q (142163.600000 sec): 3 clusters
  Score: Raw -935493.999041 + Penalty 2923.106041 = -932570.892999
  nChanged 188
		SP:Iteration 13Q (142163.840000 sec): 3 clusters
  Score: Raw -935609.690087 + Penalty 2923.106041 = -932686.584046
  nChanged 168
		SP:Iteration 14Q (142164.040000 sec): 3 clusters
  Score: Raw -935710.492496 + Penalty 2923.106041 = -932787.386455
  nChanged 147
		SP:Iteration 15Q (142164.230000 sec): 3 clusters
  Score: Raw -935796.051421 + Penalty 2923.106041 = -932872.945380
  nChanged 113
		SP:Iteration 16Q (142164.460000 sec): 3 clusters
  Score: Raw -935858.616163 + Penalty 2923.106041 = -932935.510122
  nChanged 110
		SP:Iteration 17Q (142164.650000 sec): 3 clusters
  Score: Raw -935917.609858 + Penalty 2923.106041 = -932994.503817
  nChanged 117
		SP:Iteration 18Q (142164.850000 sec): 3 clusters
  Score: Raw -935988.143708 + Penalty 2923.106041 = -933065.037666
  nChanged 100
		SP:Iteration 19Q (142164.980000 sec): 3 clusters
  Score: Raw -936040.392194 + Penalty 2923.106041 = -933117.286153
  nChanged 80
		SP:Iteration 20F (142165.180000 sec): 3 clusters
  Score: Raw -936074.826192 + Penalty 2923.106041 = -933151.720151
  nChanged 59
		SP:Iteration 21Q (142165.380000 sec): 3 clusters
  Score: Raw -936098.561593 + Penalty 2923.106041 = -933175.455551
  nChanged 54
		SP:Iteration 22Q (142165.500000 sec): 3 clusters
  Score: Raw -936123.211141 + Penalty 2923.106041 = -933200.105100
  nChanged 53
		SP:Iteration 23Q (142165.710000 sec): 3 clusters
  Score: Raw -936147.132516 + Penalty 2923.106041 = -933224.026475
  nChanged 52
		SP:Iteration 24Q (142165.870000 sec): 3 clusters
  Score: Raw -936166.733951 + Penalty 2923.106041 = -933243.627910
  nChanged 50
		SP:Iteration 25Q (142166.040000 sec): 3 clusters
  Score: Raw -936190.828832 + Penalty 2923.106041 = -933267.722791
  nChanged 48
		SP:Iteration 26Q (142166.230000 sec): 3 clusters
  Score: Raw -936213.045558 + Penalty 2923.106041 = -933289.939517
  nChanged 35
		SP:Iteration 27Q (142166.430000 sec): 3 clusters
  Score: Raw -936228.461735 + Penalty 2923.106041 = -933305.355694
  nChanged 29
		SP:Iteration 28Q (142166.620000 sec): 3 clusters
  Score: Raw -936237.820214 + Penalty 2923.106041 = -933314.714173
  nChanged 13
		SP:Iteration 29Q (142166.800000 sec): 3 clusters
  Score: Raw -936241.376961 + Penalty 2923.106041 = -933318.270920
  nChanged 15
		SP:Iteration 30Q (142166.950000 sec): 3 clusters
  Score: Raw -936246.148501 + Penalty 2923.106041 = -933323.042460
  nChanged 12
		SP:Iteration 31Q (142167.160000 sec): 3 clusters
  Score: Raw -936248.695394 + Penalty 2923.106041 = -933325.589353
  nChanged 8
		SP:Iteration 32Q (142167.360000 sec): 3 clusters
  Score: Raw -936250.664057 + Penalty 2923.106041 = -933327.558016
  nChanged 8
		SP:Iteration 33Q (142167.570000 sec): 3 clusters
  Score: Raw -936252.439560 + Penalty 2923.106041 = -933329.333519
  nChanged 6
		SP:Iteration 34Q (142167.720000 sec): 3 clusters
  Score: Raw -936253.937553 + Penalty 2923.106041 = -933330.831512
  nChanged 2
		SP:Iteration 35Q (142167.890000 sec): 3 clusters
  Score: Raw -936254.946890 + Penalty 2923.106041 = -933331.840849
  nChanged 4
		SP:Iteration 36Q (142168.070000 sec): 3 clusters
  Score: Raw -936257.360459 + Penalty 2923.106041 = -933334.254418
  nChanged 7
		SP:Iteration 37Q (142168.260000 sec): 3 clusters
  Score: Raw -936260.543933 + Penalty 2923.106041 = -933337.437892
  nChanged 8
		SP:Iteration 38Q (142168.430000 sec): 3 clusters
  Score: Raw -936262.770967 + Penalty 2923.106041 = -933339.664926
  nChanged 7
		SP:Iteration 39Q (142168.620000 sec): 3 clusters
  Score: Raw -936265.124843 + Penalty 2923.106041 = -933342.018802
  nChanged 5
		SP:Iteration 40F (142168.880000 sec): 3 clusters
  Score: Raw -936266.599964 + Penalty 2923.106041 = -933343.493923
  nChanged 3
		SP:Iteration 41Q (142169.060000 sec): 3 clusters
  Score: Raw -936267.299553 + Penalty 2923.106041 = -933344.193511
  nChanged 3
		SP:Iteration 42Q (142169.310000 sec): 3 clusters
  Score: Raw -936267.854071 + Penalty 2923.106041 = -933344.748030
  nChanged 3
		SP:Iteration 43Q (142169.460000 sec): 3 clusters
  Score: Raw -936268.391774 + Penalty 2923.106041 = -933345.285733
  nChanged 4
		SP:Iteration 44Q (142169.640000 sec): 3 clusters
  Score: Raw -936269.615337 + Penalty 2923.106041 = -933346.509296
  nChanged 3
		SP:Iteration 45Q (142169.850000 sec): 3 clusters
  Score: Raw -936270.067596 + Penalty 2923.106041 = -933346.961555
  nChanged 1
		SP:Iteration 46Q (142170.080000 sec): 3 clusters
  Score: Raw -936270.404420 + Penalty 2923.106041 = -933347.298379
  nChanged 2
		SP:Iteration 47Q (142170.320000 sec): 3 clusters
  Score: Raw -936270.931741 + Penalty 2923.106041 = -933347.825700
  nChanged 2
		SP:Iteration 48Q (142170.470000 sec): 3 clusters
  Score: Raw -936271.477908 + Penalty 2923.106041 = -933348.371867
  nChanged 3
		SP:Iteration 49Q (142170.690000 sec): 3 clusters
  Score: Raw -936272.573935 + Penalty 2923.106041 = -933349.467894
  nChanged 1
		SP:Iteration 50Q (142170.850000 sec): 3 clusters
  Score: Raw -936272.773112 + Penalty 2923.106041 = -933349.667071
  nChanged 1
		SP:Iteration 51Q (142171.010000 sec): 3 clusters
  Score: Raw -936273.067784 + Penalty 2923.106041 = -933349.961742
  nChanged 0
		SP:Iteration 52F (142171.230000 sec): 3 clusters
  Score: Raw -936273.067784 + Penalty 2923.106041 = -933349.961742
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142171.310000 sec): 2 clusters
  Score: Raw -64915.648375 + Penalty 1023.579253 = -63892.069122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142171.500000 sec): 3 clusters
  Score: Raw -64892.620025 + Penalty 2047.158505 = -62845.461520
  nChanged 148
		SP:Iteration 1F (142171.710000 sec): 3 clusters
  Score: Raw -65100.547149 + Penalty 2047.158505 = -63053.388644
  nChanged 39
		SP:Iteration 2F (142171.840000 sec): 3 clusters
  Score: Raw -65167.372053 + Penalty 2047.158505 = -63120.213548
  nChanged 10
		SP:Iteration 3Q (142172.030000 sec): 3 clusters
  Score: Raw -65239.452494 + Penalty 2047.158505 = -63192.293989
  nChanged 16
		SP:Iteration 4Q (142172.160000 sec): 3 clusters
  Score: Raw -65272.816528 + Penalty 2047.158505 = -63225.658023
  nChanged 20
		SP:Iteration 5Q (142172.300000 sec): 3 clusters
  Score: Raw -65305.590924 + Penalty 2047.158505 = -63258.432419
  nChanged 32
		SP:Iteration 6F (142172.460000 sec): 3 clusters
  Score: Raw -65388.369575 + Penalty 2047.158505 = -63341.211070
  nChanged 38
		SP:Iteration 7F (142172.610000 sec): 3 clusters
  Score: Raw -65458.310763 + Penalty 2047.158505 = -63411.152258
  nChanged 43
		SP:Iteration 8F (142172.740000 sec): 3 clusters
  Score: Raw -65569.739326 + Penalty 2047.158505 = -63522.580820
  nChanged 27
		SP:Iteration 9Q (142172.930000 sec): 3 clusters
  Score: Raw -65640.725597 + Penalty 2047.158505 = -63593.567092
  nChanged 13
		SP:Iteration 10Q (142173.060000 sec): 3 clusters
  Score: Raw -65698.356464 + Penalty 2047.158505 = -63651.197958
  nChanged 6
		SP:Iteration 11Q (142173.210000 sec): 3 clusters
  Score: Raw -65734.353665 + Penalty 2047.158505 = -63687.195160
  nChanged 8
		SP:Iteration 12Q (142173.370000 sec): 3 clusters
  Score: Raw -65769.896635 + Penalty 2047.158505 = -63722.738130
  nChanged 5
		SP:Iteration 13Q (142173.480000 sec): 3 clusters
  Score: Raw -65828.268173 + Penalty 2047.158505 = -63781.109668
  nChanged 5
		SP:Iteration 14Q (142173.650000 sec): 3 clusters
  Score: Raw -65839.796066 + Penalty 2047.158505 = -63792.637560
  nChanged 1
		SP:Iteration 15Q (142173.830000 sec): 3 clusters
  Score: Raw -65841.083994 + Penalty 2047.158505 = -63793.925489
  nChanged 1
		SP:Iteration 16Q (142174.020000 sec): 3 clusters
  Score: Raw -65843.363670 + Penalty 2047.158505 = -63796.205164
  nChanged 0
		SP:Iteration 17F (142174.140000 sec): 3 clusters
  Score: Raw -65843.363670 + Penalty 2047.158505 = -63796.205164
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142174.250000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142174.440000 sec): 3 clusters
  Score: Raw -61205.379622 + Penalty 2057.159294 = -59148.220327
  nChanged 139
		SP:Iteration 1F (142174.650000 sec): 3 clusters
  Score: Raw -61416.909428 + Penalty 2057.159294 = -59359.750134
  nChanged 50
		SP:Iteration 2F (142174.790000 sec): 3 clusters
  Score: Raw -61501.932911 + Penalty 2057.159294 = -59444.773617
  nChanged 29
		SP:Iteration 3F (142174.930000 sec): 3 clusters
  Score: Raw -61568.180955 + Penalty 2057.159294 = -59511.021661
  nChanged 24
		SP:Iteration 4Q (142175.070000 sec): 3 clusters
  Score: Raw -61608.190519 + Penalty 2057.159294 = -59551.031225
  nChanged 18
		SP:Iteration 5Q (142175.160000 sec): 3 clusters
  Score: Raw -61640.583366 + Penalty 2057.159294 = -59583.424072
  nChanged 13
		SP:Iteration 6Q (142175.280000 sec): 3 clusters
  Score: Raw -61663.905833 + Penalty 2057.159294 = -59606.746538
  nChanged 13
		SP:Iteration 7Q (142175.420000 sec): 3 clusters
  Score: Raw -61697.511119 + Penalty 2057.159294 = -59640.351824
  nChanged 13
		SP:Iteration 8Q (142175.610000 sec): 3 clusters
  Score: Raw -61720.846193 + Penalty 2057.159294 = -59663.686899
  nChanged 9
		SP:Iteration 9Q (142175.750000 sec): 3 clusters
  Score: Raw -61732.347564 + Penalty 2057.159294 = -59675.188270
  nChanged 4
		SP:Iteration 10Q (142175.980000 sec): 3 clusters
  Score: Raw -61738.039480 + Penalty 2057.159294 = -59680.880186
  nChanged 0
		SP:Iteration 11F (142176.130000 sec): 3 clusters
  Score: Raw -61738.039480 + Penalty 2057.159294 = -59680.880186
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142176.240000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142176.410000 sec): 3 clusters
  Score: Raw -19068.050552 + Penalty 1713.724857 = -17354.325695
  nChanged 31
		SP:Iteration 1F (142176.560000 sec): 3 clusters
  Score: Raw -19203.930747 + Penalty 1713.724857 = -17490.205890
  nChanged 6
		SP:Iteration 2Q (142176.710000 sec): 3 clusters
  Score: Raw -19243.131463 + Penalty 1713.724857 = -17529.406606
  nChanged 0
		SP:Iteration 3F (142176.850000 sec): 3 clusters
  Score: Raw -19243.131463 + Penalty 1713.724857 = -17529.406606
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142176.970000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142177.120000 sec): 3 clusters
  Score: Raw -21133.129779 + Penalty 1800.910652 = -19332.219127
  nChanged 59
		SP:Iteration 1F (142177.300000 sec): 3 clusters
  Score: Raw -21344.939626 + Penalty 1800.910652 = -19544.028974
  nChanged 21
		SP:Iteration 2F (142177.400000 sec): 3 clusters
  Score: Raw -21442.113475 + Penalty 1800.910652 = -19641.202823
  nChanged 12
		SP:Iteration 3Q (142177.540000 sec): 3 clusters
  Score: Raw -21488.808251 + Penalty 1800.910652 = -19687.897599
  nChanged 4
		SP:Iteration 4Q (142177.690000 sec): 3 clusters
  Score: Raw -21516.811604 + Penalty 1800.910652 = -19715.900952
  nChanged 2
		SP:Iteration 5Q (142177.780000 sec): 3 clusters
  Score: Raw -21537.549135 + Penalty 1800.910652 = -19736.638482
  nChanged 1
		SP:Iteration 6Q (142177.920000 sec): 3 clusters
  Score: Raw -21540.976820 + Penalty 1800.910652 = -19740.066168
  nChanged 2
		SP:Iteration 7Q (142178.070000 sec): 3 clusters
  Score: Raw -21548.719328 + Penalty 1800.910652 = -19747.808676
  nChanged 1
		SP:Iteration 8Q (142178.170000 sec): 3 clusters
  Score: Raw -21552.338596 + Penalty 1800.910652 = -19751.427944
  nChanged 1
		SP:Iteration 9Q (142178.310000 sec): 3 clusters
  Score: Raw -21559.928933 + Penalty 1800.910652 = -19759.018281
  nChanged 1
		SP:Iteration 10Q (142178.440000 sec): 3 clusters
  Score: Raw -21561.665713 + Penalty 1800.910652 = -19760.755061
  nChanged 0
		SP:Iteration 11F (142178.640000 sec): 3 clusters
  Score: Raw -21561.665713 + Penalty 1800.910652 = -19760.755061
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142178.760000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142178.890000 sec): 3 clusters
  Score: Raw -25480.004604 + Penalty 1775.745337 = -23704.259268
  nChanged 30
		SP:Iteration 1F (142179.050000 sec): 3 clusters
  Score: Raw -25586.040355 + Penalty 1775.745337 = -23810.295018
  nChanged 13
		SP:Iteration 2F (142179.200000 sec): 3 clusters
  Score: Raw -25642.914140 + Penalty 1775.745337 = -23867.168804
  nChanged 8
		SP:Iteration 3Q (142179.330000 sec): 3 clusters
  Score: Raw -25668.636925 + Penalty 1775.745337 = -23892.891588
  nChanged 5
		SP:Iteration 4Q (142179.460000 sec): 3 clusters
  Score: Raw -25693.208357 + Penalty 1775.745337 = -23917.463021
  nChanged 4
		SP:Iteration 5Q (142179.560000 sec): 3 clusters
  Score: Raw -25713.290358 + Penalty 1775.745337 = -23937.545021
  nChanged 3
		SP:Iteration 6Q (142179.700000 sec): 3 clusters
  Score: Raw -25720.981621 + Penalty 1775.745337 = -23945.236285
  nChanged 1
		SP:Iteration 7Q (142179.840000 sec): 3 clusters
  Score: Raw -25723.708141 + Penalty 1775.745337 = -23947.962805
  nChanged 0
		SP:Iteration 8F (142179.980000 sec): 3 clusters
  Score: Raw -25723.708141 + Penalty 1775.745337 = -23947.962805
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142180.060000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142180.260000 sec): 3 clusters
  Score: Raw -67818.296682 + Penalty 2077.373062 = -65740.923620
  nChanged 171
		SP:Iteration 1F (142180.410000 sec): 3 clusters
  Score: Raw -68131.795461 + Penalty 2077.373062 = -66054.422399
  nChanged 50
		SP:Iteration 2F (142180.530000 sec): 3 clusters
  Score: Raw -68262.628046 + Penalty 2077.373062 = -66185.254984
  nChanged 35
		SP:Iteration 3F (142180.670000 sec): 3 clusters
  Score: Raw -68344.315831 + Penalty 2077.373062 = -66266.942769
  nChanged 24
		SP:Iteration 4Q (142180.810000 sec): 3 clusters
  Score: Raw -68412.862899 + Penalty 2077.373062 = -66335.489837
  nChanged 20
		SP:Iteration 5Q (142180.940000 sec): 3 clusters
  Score: Raw -68453.370757 + Penalty 2077.373062 = -66375.997695
  nChanged 11
		SP:Iteration 6Q (142181.080000 sec): 3 clusters
  Score: Raw -68499.314994 + Penalty 2077.373062 = -66421.941932
  nChanged 9
		SP:Iteration 7Q (142181.270000 sec): 3 clusters
  Score: Raw -68521.356375 + Penalty 2077.373062 = -66443.983313
  nChanged 4
		SP:Iteration 8Q (142181.460000 sec): 3 clusters
  Score: Raw -68537.640833 + Penalty 2077.373062 = -66460.267771
  nChanged 5
		SP:Iteration 9Q (142181.600000 sec): 3 clusters
  Score: Raw -68547.449769 + Penalty 2077.373062 = -66470.076707
  nChanged 1
		SP:Iteration 10Q (142181.770000 sec): 3 clusters
  Score: Raw -68549.120341 + Penalty 2077.373062 = -66471.747279
  nChanged 0
		SP:Iteration 11F (142181.940000 sec): 3 clusters
  Score: Raw -68549.120341 + Penalty 2077.373062 = -66471.747279
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142182.070000 sec): 2 clusters
  Score: Raw -185736.123205 + Penalty 1197.969180 = -184538.154026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142182.210000 sec): 3 clusters
  Score: Raw -185085.047197 + Penalty 2395.938359 = -182689.108838
  nChanged 546
		SP:Iteration 1F (142182.400000 sec): 3 clusters
  Score: Raw -185433.624676 + Penalty 2395.938359 = -183037.686317
  nChanged 115
		SP:Iteration 2F (142182.500000 sec): 3 clusters
  Score: Raw -185527.797573 + Penalty 2395.938359 = -183131.859214
  nChanged 70
		SP:Iteration 3Q (142182.640000 sec): 3 clusters
  Score: Raw -185591.219629 + Penalty 2395.938359 = -183195.281270
  nChanged 56
		SP:Iteration 4Q (142182.780000 sec): 3 clusters
  Score: Raw -185631.688649 + Penalty 2395.938359 = -183235.750290
  nChanged 38
		SP:Iteration 5Q (142182.900000 sec): 3 clusters
  Score: Raw -185654.502167 + Penalty 2395.938359 = -183258.563807
  nChanged 23
		SP:Iteration 6Q (142183.010000 sec): 3 clusters
  Score: Raw -185676.257300 + Penalty 2395.938359 = -183280.318941
  nChanged 24
		SP:Iteration 7Q (142183.150000 sec): 3 clusters
  Score: Raw -185689.053046 + Penalty 2395.938359 = -183293.114687
  nChanged 17
		SP:Iteration 8Q (142183.250000 sec): 3 clusters
  Score: Raw -185699.734056 + Penalty 2395.938359 = -183303.795697
  nChanged 22
		SP:Iteration 9Q (142183.390000 sec): 3 clusters
  Score: Raw -185713.502996 + Penalty 2395.938359 = -183317.564637
  nChanged 21
		SP:Iteration 10Q (142183.490000 sec): 3 clusters
  Score: Raw -185730.855854 + Penalty 2395.938359 = -183334.917495
  nChanged 24
		SP:Iteration 11Q (142183.640000 sec): 3 clusters
  Score: Raw -185746.771771 + Penalty 2395.938359 = -183350.833411
  nChanged 25
		SP:Iteration 12Q (142183.730000 sec): 3 clusters
  Score: Raw -185765.095659 + Penalty 2395.938359 = -183369.157300
  nChanged 26
		SP:Iteration 13Q (142183.830000 sec): 3 clusters
  Score: Raw -185776.516146 + Penalty 2395.938359 = -183380.577787
  nChanged 19
		SP:Iteration 14Q (142183.970000 sec): 3 clusters
  Score: Raw -185787.808546 + Penalty 2395.938359 = -183391.870187
  nChanged 14
		SP:Iteration 15Q (142184.070000 sec): 3 clusters
  Score: Raw -185794.041530 + Penalty 2395.938359 = -183398.103171
  nChanged 7
		SP:Iteration 16Q (142184.160000 sec): 3 clusters
  Score: Raw -185797.608898 + Penalty 2395.938359 = -183401.670539
  nChanged 6
		SP:Iteration 17Q (142184.260000 sec): 3 clusters
  Score: Raw -185802.012369 + Penalty 2395.938359 = -183406.074010
  nChanged 4
		SP:Iteration 18Q (142184.360000 sec): 3 clusters
  Score: Raw -185803.580342 + Penalty 2395.938359 = -183407.641983
  nChanged 1
		SP:Iteration 19Q (142184.450000 sec): 3 clusters
  Score: Raw -185803.837916 + Penalty 2395.938359 = -183407.899557
  nChanged 0
		SP:Iteration 20F (142184.550000 sec): 3 clusters
  Score: Raw -185803.837916 + Penalty 2395.938359 = -183407.899557
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142184.700000 sec): 2 clusters
  Score: Raw -2164836.809820 + Penalty 1588.294323 = -2163248.515497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142184.940000 sec): 3 clusters
  Score: Raw -2154390.287051 + Penalty 3176.588646 = -2151213.698404
  nChanged 7905
		SP:Iteration 1F (142185.210000 sec): 3 clusters
  Score: Raw -2158911.501207 + Penalty 3176.588646 = -2155734.912561
  nChanged 1101
		SP:Iteration 2F (142185.450000 sec): 3 clusters
  Score: Raw -2159436.738091 + Penalty 3176.588646 = -2156260.149445
  nChanged 1102
		SP:Iteration 3F (142185.710000 sec): 3 clusters
  Score: Raw -2159990.676381 + Penalty 3176.588646 = -2156814.087735
  nChanged 1018
		SP:Iteration 4F (142185.940000 sec): 3 clusters
  Score: Raw -2160486.097871 + Penalty 3176.588646 = -2157309.509224
  nChanged 932
		SP:Iteration 5F (142186.230000 sec): 3 clusters
  Score: Raw -2160960.223730 + Penalty 3176.588646 = -2157783.635084
  nChanged 909
		SP:Iteration 6F (142186.480000 sec): 3 clusters
  Score: Raw -2161414.300588 + Penalty 3176.588646 = -2158237.711942
  nChanged 809
		SP:Iteration 7Q (142186.760000 sec): 3 clusters
  Score: Raw -2161818.936718 + Penalty 3176.588646 = -2158642.348072
  nChanged 733
		SP:Iteration 8Q (142187.040000 sec): 3 clusters
  Score: Raw -2162199.759249 + Penalty 3176.588646 = -2159023.170603
  nChanged 668
		SP:Iteration 9Q (142187.280000 sec): 3 clusters
  Score: Raw -2162547.562476 + Penalty 3176.588646 = -2159370.973829
  nChanged 634
		SP:Iteration 10Q (142187.550000 sec): 3 clusters
  Score: Raw -2162900.778032 + Penalty 3176.588646 = -2159724.189386
  nChanged 601
		SP:Iteration 11Q (142187.840000 sec): 3 clusters
  Score: Raw -2163266.005105 + Penalty 3176.588646 = -2160089.416459
  nChanged 583
		SP:Iteration 12Q (142188.070000 sec): 3 clusters
  Score: Raw -2163662.061857 + Penalty 3176.588646 = -2160485.473211
  nChanged 553
		SP:Iteration 13Q (142188.310000 sec): 3 clusters
  Score: Raw -2164027.968555 + Penalty 3176.588646 = -2160851.379909
  nChanged 438
		SP:Iteration 14Q (142188.540000 sec): 3 clusters
  Score: Raw -2164312.647907 + Penalty 3176.588646 = -2161136.059260
  nChanged 335
		SP:Iteration 15Q (142188.790000 sec): 3 clusters
  Score: Raw -2164526.638712 + Penalty 3176.588646 = -2161350.050065
  nChanged 288
		SP:Iteration 16Q (142189.120000 sec): 3 clusters
  Score: Raw -2164704.625836 + Penalty 3176.588646 = -2161528.037190
  nChanged 245
		SP:Iteration 17Q (142189.360000 sec): 3 clusters
  Score: Raw -2164847.581495 + Penalty 3176.588646 = -2161670.992848
  nChanged 169
		SP:Iteration 18Q (142189.640000 sec): 3 clusters
  Score: Raw -2164940.174279 + Penalty 3176.588646 = -2161763.585633
  nChanged 140
		SP:Iteration 19Q (142189.870000 sec): 3 clusters
  Score: Raw -2165017.488021 + Penalty 3176.588646 = -2161840.899375
  nChanged 102
		SP:Iteration 20F (142190.080000 sec): 3 clusters
  Score: Raw -2165067.201926 + Penalty 3176.588646 = -2161890.613279
  nChanged 75
		SP:Iteration 21Q (142190.340000 sec): 3 clusters
  Score: Raw -2165103.171537 + Penalty 3176.588646 = -2161926.582890
  nChanged 63
		SP:Iteration 22Q (142190.610000 sec): 3 clusters
  Score: Raw -2165131.379185 + Penalty 3176.588646 = -2161954.790539
  nChanged 37
		SP:Iteration 23Q (142190.870000 sec): 3 clusters
  Score: Raw -2165146.156406 + Penalty 3176.588646 = -2161969.567759
  nChanged 32
		SP:Iteration 24Q (142191.130000 sec): 3 clusters
  Score: Raw -2165161.585438 + Penalty 3176.588646 = -2161984.996792
  nChanged 37
		SP:Iteration 25Q (142191.370000 sec): 3 clusters
  Score: Raw -2165176.104857 + Penalty 3176.588646 = -2161999.516210
  nChanged 27
		SP:Iteration 26Q (142191.640000 sec): 3 clusters
  Score: Raw -2165186.604823 + Penalty 3176.588646 = -2162010.016177
  nChanged 20
		SP:Iteration 27Q (142191.860000 sec): 3 clusters
  Score: Raw -2165194.891953 + Penalty 3176.588646 = -2162018.303306
  nChanged 22
		SP:Iteration 28Q (142192.110000 sec): 3 clusters
  Score: Raw -2165205.073937 + Penalty 3176.588646 = -2162028.485291
  nChanged 16
		SP:Iteration 29Q (142192.350000 sec): 3 clusters
  Score: Raw -2165210.531903 + Penalty 3176.588646 = -2162033.943256
  nChanged 7
		SP:Iteration 30Q (142192.590000 sec): 3 clusters
  Score: Raw -2165214.270474 + Penalty 3176.588646 = -2162037.681827
  nChanged 9
		SP:Iteration 31Q (142192.860000 sec): 3 clusters
  Score: Raw -2165217.262082 + Penalty 3176.588646 = -2162040.673435
  nChanged 4
		SP:Iteration 32Q (142193.110000 sec): 3 clusters
  Score: Raw -2165218.487749 + Penalty 3176.588646 = -2162041.899102
  nChanged 2
		SP:Iteration 33Q (142193.340000 sec): 3 clusters
  Score: Raw -2165219.675722 + Penalty 3176.588646 = -2162043.087076
  nChanged 5
		SP:Iteration 34Q (142193.610000 sec): 3 clusters
  Score: Raw -2165221.864042 + Penalty 3176.588646 = -2162045.275396
  nChanged 7
		SP:Iteration 35Q (142193.850000 sec): 3 clusters
  Score: Raw -2165225.438752 + Penalty 3176.588646 = -2162048.850106
  nChanged 4
		SP:Iteration 36Q (142194.090000 sec): 3 clusters
  Score: Raw -2165226.434809 + Penalty 3176.588646 = -2162049.846162
  nChanged 3
		SP:Iteration 37Q (142194.410000 sec): 3 clusters
  Score: Raw -2165227.042158 + Penalty 3176.588646 = -2162050.453511
  nChanged 3
		SP:Iteration 38Q (142194.650000 sec): 3 clusters
  Score: Raw -2165229.222368 + Penalty 3176.588646 = -2162052.633722
  nChanged 3
		SP:Iteration 39Q (142194.870000 sec): 3 clusters
  Score: Raw -2165231.020714 + Penalty 3176.588646 = -2162054.432067
  nChanged 2
		SP:Iteration 40F (142195.120000 sec): 3 clusters
  Score: Raw -2165231.728487 + Penalty 3176.588646 = -2162055.139841
  nChanged 3
		SP:Iteration 41Q (142195.360000 sec): 3 clusters
  Score: Raw -2165232.487259 + Penalty 3176.588646 = -2162055.898613
  nChanged 4
		SP:Iteration 42Q (142195.640000 sec): 3 clusters
  Score: Raw -2165234.754213 + Penalty 3176.588646 = -2162058.165566
  nChanged 4
		SP:Iteration 43Q (142195.830000 sec): 3 clusters
  Score: Raw -2165236.312793 + Penalty 3176.588646 = -2162059.724146
  nChanged 4
		SP:Iteration 44Q (142196.050000 sec): 3 clusters
  Score: Raw -2165237.712817 + Penalty 3176.588646 = -2162061.124170
  nChanged 1
		SP:Iteration 45Q (142196.280000 sec): 3 clusters
  Score: Raw -2165238.173480 + Penalty 3176.588646 = -2162061.584833
  nChanged 1
		SP:Iteration 46Q (142196.580000 sec): 3 clusters
  Score: Raw -2165238.276658 + Penalty 3176.588646 = -2162061.688011
  nChanged 0
		SP:Iteration 47F (142196.830000 sec): 3 clusters
  Score: Raw -2165238.276658 + Penalty 3176.588646 = -2162061.688011
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142196.970000 sec): 2 clusters
  Score: Raw -714090.704612 + Penalty 1403.356878 = -712687.347734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142197.140000 sec): 3 clusters
  Score: Raw -711104.058680 + Penalty 2806.713756 = -708297.344924
  nChanged 2288
		SP:Iteration 1F (142197.300000 sec): 3 clusters
  Score: Raw -712447.511670 + Penalty 2806.713756 = -709640.797914
  nChanged 416
		SP:Iteration 2F (142197.500000 sec): 3 clusters
  Score: Raw -712662.743783 + Penalty 2806.713756 = -709856.030028
  nChanged 275
		SP:Iteration 3Q (142197.730000 sec): 3 clusters
  Score: Raw -712795.145666 + Penalty 2806.713756 = -709988.431910
  nChanged 214
		SP:Iteration 4Q (142197.890000 sec): 3 clusters
  Score: Raw -712888.473302 + Penalty 2806.713756 = -710081.759546
  nChanged 182
		SP:Iteration 5Q (142198.100000 sec): 3 clusters
  Score: Raw -712963.946477 + Penalty 2806.713756 = -710157.232721
  nChanged 161
		SP:Iteration 6Q (142198.280000 sec): 3 clusters
  Score: Raw -713022.272360 + Penalty 2806.713756 = -710215.558604
  nChanged 133
		SP:Iteration 7Q (142198.450000 sec): 3 clusters
  Score: Raw -713085.086825 + Penalty 2806.713756 = -710278.373069
  nChanged 134
		SP:Iteration 8Q (142198.670000 sec): 3 clusters
  Score: Raw -713144.277513 + Penalty 2806.713756 = -710337.563757
  nChanged 123
		SP:Iteration 9Q (142198.850000 sec): 3 clusters
  Score: Raw -713198.739678 + Penalty 2806.713756 = -710392.025922
  nChanged 136
		SP:Iteration 10Q (142199.050000 sec): 3 clusters
  Score: Raw -713264.972159 + Penalty 2806.713756 = -710458.258404
  nChanged 118
		SP:Iteration 11Q (142199.230000 sec): 3 clusters
  Score: Raw -713318.360571 + Penalty 2806.713756 = -710511.646816
  nChanged 124
		SP:Iteration 12Q (142199.410000 sec): 3 clusters
  Score: Raw -713371.790376 + Penalty 2806.713756 = -710565.076621
  nChanged 132
		SP:Iteration 13Q (142199.560000 sec): 3 clusters
  Score: Raw -713430.773000 + Penalty 2806.713756 = -710624.059244
  nChanged 132
		SP:Iteration 14Q (142199.770000 sec): 3 clusters
  Score: Raw -713495.645280 + Penalty 2806.713756 = -710688.931525
  nChanged 136
		SP:Iteration 15Q (142199.990000 sec): 3 clusters
  Score: Raw -713573.204169 + Penalty 2806.713756 = -710766.490414
  nChanged 140
		SP:Iteration 16Q (142200.190000 sec): 3 clusters
  Score: Raw -713651.734540 + Penalty 2806.713756 = -710845.020784
  nChanged 131
		SP:Iteration 17Q (142200.350000 sec): 3 clusters
  Score: Raw -713731.497343 + Penalty 2806.713756 = -710924.783588
  nChanged 104
		SP:Iteration 18Q (142200.560000 sec): 3 clusters
  Score: Raw -713805.261309 + Penalty 2806.713756 = -710998.547554
  nChanged 98
		SP:Iteration 19Q (142200.740000 sec): 3 clusters
  Score: Raw -713873.718427 + Penalty 2806.713756 = -711067.004672
  nChanged 77
		SP:Iteration 20F (142200.910000 sec): 3 clusters
  Score: Raw -713921.908220 + Penalty 2806.713756 = -711115.194464
  nChanged 84
		SP:Iteration 21Q (142201.090000 sec): 3 clusters
  Score: Raw -713978.248499 + Penalty 2806.713756 = -711171.534743
  nChanged 69
		SP:Iteration 22Q (142201.290000 sec): 3 clusters
  Score: Raw -714028.594645 + Penalty 2806.713756 = -711221.880889
  nChanged 64
		SP:Iteration 23Q (142201.480000 sec): 3 clusters
  Score: Raw -714070.272047 + Penalty 2806.713756 = -711263.558291
  nChanged 56
		SP:Iteration 24Q (142201.680000 sec): 3 clusters
  Score: Raw -714113.142485 + Penalty 2806.713756 = -711306.428729
  nChanged 45
		SP:Iteration 25Q (142201.840000 sec): 3 clusters
  Score: Raw -714149.883329 + Penalty 2806.713756 = -711343.169574
  nChanged 40
		SP:Iteration 26Q (142202.030000 sec): 3 clusters
  Score: Raw -714182.789440 + Penalty 2806.713756 = -711376.075684
  nChanged 30
		SP:Iteration 27Q (142202.190000 sec): 3 clusters
  Score: Raw -714206.443376 + Penalty 2806.713756 = -711399.729621
  nChanged 17
		SP:Iteration 28Q (142202.380000 sec): 3 clusters
  Score: Raw -714218.125677 + Penalty 2806.713756 = -711411.411922
  nChanged 13
		SP:Iteration 29Q (142202.540000 sec): 3 clusters
  Score: Raw -714229.047254 + Penalty 2806.713756 = -711422.333499
  nChanged 8
		SP:Iteration 30Q (142202.710000 sec): 3 clusters
  Score: Raw -714235.600484 + Penalty 2806.713756 = -711428.886728
  nChanged 8
		SP:Iteration 31Q (142202.910000 sec): 3 clusters
  Score: Raw -714244.600749 + Penalty 2806.713756 = -711437.886994
  nChanged 12
		SP:Iteration 32Q (142203.090000 sec): 3 clusters
  Score: Raw -714254.717922 + Penalty 2806.713756 = -711448.004166
  nChanged 10
		SP:Iteration 33Q (142203.270000 sec): 3 clusters
  Score: Raw -714263.232994 + Penalty 2806.713756 = -711456.519238
  nChanged 10
		SP:Iteration 34Q (142203.440000 sec): 3 clusters
  Score: Raw -714271.828070 + Penalty 2806.713756 = -711465.114314
  nChanged 4
		SP:Iteration 35Q (142203.600000 sec): 3 clusters
  Score: Raw -714274.375813 + Penalty 2806.713756 = -711467.662057
  nChanged 3
		SP:Iteration 36Q (142203.790000 sec): 3 clusters
  Score: Raw -714276.275846 + Penalty 2806.713756 = -711469.562090
  nChanged 3
		SP:Iteration 37Q (142203.990000 sec): 3 clusters
  Score: Raw -714277.667704 + Penalty 2806.713756 = -711470.953948
  nChanged 2
		SP:Iteration 38Q (142204.150000 sec): 3 clusters
  Score: Raw -714278.416955 + Penalty 2806.713756 = -711471.703199
  nChanged 2
		SP:Iteration 39Q (142204.310000 sec): 3 clusters
  Score: Raw -714281.702721 + Penalty 2806.713756 = -711474.988965
  nChanged 3
		SP:Iteration 40F (142204.490000 sec): 3 clusters
  Score: Raw -714283.647629 + Penalty 2806.713756 = -711476.933873
  nChanged 2
		SP:Iteration 41Q (142204.670000 sec): 3 clusters
  Score: Raw -714285.862533 + Penalty 2806.713756 = -711479.148778
  nChanged 1
		SP:Iteration 42Q (142204.830000 sec): 3 clusters
  Score: Raw -714286.680180 + Penalty 2806.713756 = -711479.966424
  nChanged 1
		SP:Iteration 43Q (142205.040000 sec): 3 clusters
  Score: Raw -714287.242607 + Penalty 2806.713756 = -711480.528851
  nChanged 0
		SP:Iteration 44F (142205.220000 sec): 3 clusters
  Score: Raw -714287.242607 + Penalty 2806.713756 = -711480.528851
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142205.350000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142205.500000 sec): 3 clusters
  Score: Raw -44639.999198 + Penalty 1956.042795 = -42683.956403
  nChanged 81
		SP:Iteration 1F (142205.660000 sec): 3 clusters
  Score: Raw -44765.460485 + Penalty 1956.042795 = -42809.417690
  nChanged 26
		SP:Iteration 2F (142205.820000 sec): 3 clusters
  Score: Raw -44809.774448 + Penalty 1956.042795 = -42853.731653
  nChanged 11
		SP:Iteration 3Q (142205.980000 sec): 3 clusters
  Score: Raw -44829.631873 + Penalty 1956.042795 = -42873.589078
  nChanged 6
		SP:Iteration 4Q (142206.140000 sec): 3 clusters
  Score: Raw -44838.932983 + Penalty 1956.042795 = -42882.890188
  nChanged 2
		SP:Iteration 5Q (142206.300000 sec): 3 clusters
  Score: Raw -44842.626138 + Penalty 1956.042795 = -42886.583344
  nChanged 2
		SP:Iteration 6Q (142206.460000 sec): 3 clusters
  Score: Raw -44845.375527 + Penalty 1956.042795 = -42889.332733
  nChanged 2
		SP:Iteration 7Q (142206.620000 sec): 3 clusters
  Score: Raw -44847.508068 + Penalty 1956.042795 = -42891.465273
  nChanged 0
		SP:Iteration 8F (142206.770000 sec): 3 clusters
  Score: Raw -44847.508068 + Penalty 1956.042795 = -42891.465273
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142206.810000 sec): 2 clusters
  Score: Raw -300600.096021 + Penalty 1292.357104 = -299307.738917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142206.970000 sec): 3 clusters
  Score: Raw -299291.479620 + Penalty 2584.714207 = -296706.765413
  nChanged 1051
		SP:Iteration 1F (142207.130000 sec): 3 clusters
  Score: Raw -299913.771208 + Penalty 2584.714207 = -297329.057001
  nChanged 246
		SP:Iteration 2F (142207.290000 sec): 3 clusters
  Score: Raw -300092.424148 + Penalty 2584.714207 = -297507.709941
  nChanged 156
		SP:Iteration 3F (142207.450000 sec): 3 clusters
  Score: Raw -300207.686388 + Penalty 2584.714207 = -297622.972181
  nChanged 124
		SP:Iteration 4Q (142207.610000 sec): 3 clusters
  Score: Raw -300301.082289 + Penalty 2584.714207 = -297716.368082
  nChanged 112
		SP:Iteration 5Q (142207.770000 sec): 3 clusters
  Score: Raw -300400.762122 + Penalty 2584.714207 = -297816.047915
  nChanged 113
		SP:Iteration 6Q (142207.930000 sec): 3 clusters
  Score: Raw -300485.914979 + Penalty 2584.714207 = -297901.200772
  nChanged 92
		SP:Iteration 7Q (142208.090000 sec): 3 clusters
  Score: Raw -300547.658725 + Penalty 2584.714207 = -297962.944518
  nChanged 74
		SP:Iteration 8Q (142208.250000 sec): 3 clusters
  Score: Raw -300590.965706 + Penalty 2584.714207 = -298006.251499
  nChanged 56
		SP:Iteration 9Q (142208.410000 sec): 3 clusters
  Score: Raw -300634.073438 + Penalty 2584.714207 = -298049.359231
  nChanged 56
		SP:Iteration 10Q (142208.570000 sec): 3 clusters
  Score: Raw -300665.332195 + Penalty 2584.714207 = -298080.617988
  nChanged 49
		SP:Iteration 11Q (142208.730000 sec): 3 clusters
  Score: Raw -300688.474301 + Penalty 2584.714207 = -298103.760094
  nChanged 37
		SP:Iteration 12Q (142208.890000 sec): 3 clusters
  Score: Raw -300702.495572 + Penalty 2584.714207 = -298117.781365
  nChanged 33
		SP:Iteration 13Q (142209.050000 sec): 3 clusters
  Score: Raw -300718.069663 + Penalty 2584.714207 = -298133.355456
  nChanged 32
		SP:Iteration 14Q (142209.210000 sec): 3 clusters
  Score: Raw -300731.462376 + Penalty 2584.714207 = -298146.748168
  nChanged 22
		SP:Iteration 15Q (142209.370000 sec): 3 clusters
  Score: Raw -300739.706898 + Penalty 2584.714207 = -298154.992691
  nChanged 24
		SP:Iteration 16Q (142209.530000 sec): 3 clusters
  Score: Raw -300752.629182 + Penalty 2584.714207 = -298167.914975
  nChanged 19
		SP:Iteration 17Q (142209.690000 sec): 3 clusters
  Score: Raw -300761.916337 + Penalty 2584.714207 = -298177.202130
  nChanged 21
		SP:Iteration 18Q (142209.850000 sec): 3 clusters
  Score: Raw -300770.729271 + Penalty 2584.714207 = -298186.015064
  nChanged 20
		SP:Iteration 19Q (142210.010000 sec): 3 clusters
  Score: Raw -300778.151260 + Penalty 2584.714207 = -298193.437053
  nChanged 16
		SP:Iteration 20F (142210.170000 sec): 3 clusters
  Score: Raw -300783.088764 + Penalty 2584.714207 = -298198.374557
  nChanged 13
		SP:Iteration 21Q (142210.350000 sec): 3 clusters
  Score: Raw -300787.066152 + Penalty 2584.714207 = -298202.351945
  nChanged 12
		SP:Iteration 22Q (142210.490000 sec): 3 clusters
  Score: Raw -300792.312800 + Penalty 2584.714207 = -298207.598593
  nChanged 9
		SP:Iteration 23Q (142210.650000 sec): 3 clusters
  Score: Raw -300795.607611 + Penalty 2584.714207 = -298210.893403
  nChanged 12
		SP:Iteration 24Q (142210.810000 sec): 3 clusters
  Score: Raw -300800.305106 + Penalty 2584.714207 = -298215.590899
  nChanged 11
		SP:Iteration 25Q (142210.970000 sec): 3 clusters
  Score: Raw -300803.813878 + Penalty 2584.714207 = -298219.099671
  nChanged 8
		SP:Iteration 26Q (142211.130000 sec): 3 clusters
  Score: Raw -300806.590944 + Penalty 2584.714207 = -298221.876737
  nChanged 6
		SP:Iteration 27Q (142211.290000 sec): 3 clusters
  Score: Raw -300808.743573 + Penalty 2584.714207 = -298224.029366
  nChanged 7
		SP:Iteration 28Q (142211.450000 sec): 3 clusters
  Score: Raw -300810.946023 + Penalty 2584.714207 = -298226.231816
  nChanged 6
		SP:Iteration 29Q (142211.610000 sec): 3 clusters
  Score: Raw -300813.466289 + Penalty 2584.714207 = -298228.752082
  nChanged 7
		SP:Iteration 30Q (142211.770000 sec): 3 clusters
  Score: Raw -300815.268743 + Penalty 2584.714207 = -298230.554536
  nChanged 3
		SP:Iteration 31Q (142211.930000 sec): 3 clusters
  Score: Raw -300816.240826 + Penalty 2584.714207 = -298231.526619
  nChanged 7
		SP:Iteration 32Q (142212.090000 sec): 3 clusters
  Score: Raw -300818.518826 + Penalty 2584.714207 = -298233.804619
  nChanged 5
		SP:Iteration 33Q (142212.250000 sec): 3 clusters
  Score: Raw -300820.003163 + Penalty 2584.714207 = -298235.288956
  nChanged 6
		SP:Iteration 34Q (142212.410000 sec): 3 clusters
  Score: Raw -300823.408093 + Penalty 2584.714207 = -298238.693886
  nChanged 7
		SP:Iteration 35Q (142212.570000 sec): 3 clusters
  Score: Raw -300827.454574 + Penalty 2584.714207 = -298242.740367
  nChanged 14
		SP:Iteration 36Q (142212.730000 sec): 3 clusters
  Score: Raw -300833.824317 + Penalty 2584.714207 = -298249.110109
  nChanged 11
		SP:Iteration 37Q (142212.890000 sec): 3 clusters
  Score: Raw -300839.721339 + Penalty 2584.714207 = -298255.007132
  nChanged 7
		SP:Iteration 38Q (142213.050000 sec): 3 clusters
  Score: Raw -300842.614328 + Penalty 2584.714207 = -298257.900121
  nChanged 5
		SP:Iteration 39Q (142213.210000 sec): 3 clusters
  Score: Raw -300844.239947 + Penalty 2584.714207 = -298259.525740
  nChanged 4
		SP:Iteration 40F (142213.370000 sec): 3 clusters
  Score: Raw -300846.532832 + Penalty 2584.714207 = -298261.818625
  nChanged 7
		SP:Iteration 41Q (142213.530000 sec): 3 clusters
  Score: Raw -300850.551961 + Penalty 2584.714207 = -298265.837754
  nChanged 4
		SP:Iteration 42Q (142213.690000 sec): 3 clusters
  Score: Raw -300851.502604 + Penalty 2584.714207 = -298266.788397
  nChanged 1
		SP:Iteration 43Q (142213.850000 sec): 3 clusters
  Score: Raw -300851.662718 + Penalty 2584.714207 = -298266.948511
  nChanged 0
		SP:Iteration 44F (142214.010000 sec): 3 clusters
  Score: Raw -300851.662718 + Penalty 2584.714207 = -298266.948511
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142214.070000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142214.230000 sec): 3 clusters
  Score: Raw -14270.675382 + Penalty 1643.279887 = -12627.395495
  nChanged 18
		SP:Iteration 1F (142214.390000 sec): 3 clusters
  Score: Raw -14331.120412 + Penalty 1643.279887 = -12687.840525
  nChanged 5
		SP:Iteration 2Q (142214.550000 sec): 3 clusters
  Score: Raw -14352.814942 + Penalty 1643.279887 = -12709.535055
  nChanged 2
		SP:Iteration 3Q (142214.710000 sec): 3 clusters
  Score: Raw -14357.503105 + Penalty 1643.279887 = -12714.223218
  nChanged 0
		SP:Iteration 4F (142214.870000 sec): 3 clusters
  Score: Raw -14357.503105 + Penalty 1643.279887 = -12714.223218
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142215.410000 sec): 2 clusters
  Score: Raw -9294752.330013 + Penalty 1827.485580 = -9292924.844433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142216.210000 sec): 3 clusters
  Score: Raw -9245366.882617 + Penalty 3654.971160 = -9241711.911457
  nChanged 36505
		SP:Iteration 1F (142217.050000 sec): 3 clusters
  Score: Raw -9266371.394667 + Penalty 3654.971160 = -9262716.423507
  nChanged 3368
		SP:Iteration 2Q (142217.820000 sec): 3 clusters
  Score: Raw -9267555.411964 + Penalty 3654.971160 = -9263900.440804
  nChanged 3939
		SP:Iteration 3F (142218.590000 sec): 3 clusters
  Score: Raw -9269350.335512 + Penalty 3654.971160 = -9265695.364351
  nChanged 4777
		SP:Iteration 4F (142219.360000 sec): 3 clusters
  Score: Raw -9271939.182268 + Penalty 3654.971160 = -9268284.211108
  nChanged 5518
		SP:Iteration 5F (142220.230000 sec): 3 clusters
  Score: Raw -9275251.831091 + Penalty 3654.971160 = -9271596.859930
  nChanged 5415
		SP:Iteration 6F (142221.010000 sec): 3 clusters
  Score: Raw -9278480.713382 + Penalty 3654.971160 = -9274825.742221
  nChanged 4737
		SP:Iteration 7F (142221.810000 sec): 3 clusters
  Score: Raw -9281212.777638 + Penalty 3654.971160 = -9277557.806478
  nChanged 3928
		SP:Iteration 8F (142222.610000 sec): 3 clusters
  Score: Raw -9283629.372163 + Penalty 3654.971160 = -9279974.401003
  nChanged 3475
		SP:Iteration 9Q (142223.460000 sec): 3 clusters
  Score: Raw -9286171.012185 + Penalty 3654.971160 = -9282516.041025
  nChanged 3237
		SP:Iteration 10Q (142224.300000 sec): 3 clusters
  Score: Raw -9288880.907741 + Penalty 3654.971160 = -9285225.936581
  nChanged 2579
		SP:Iteration 11Q (142225.150000 sec): 3 clusters
  Score: Raw -9291080.844490 + Penalty 3654.971160 = -9287425.873330
  nChanged 1783
		SP:Iteration 12Q (142225.890000 sec): 3 clusters
  Score: Raw -9292502.863588 + Penalty 3654.971160 = -9288847.892428
  nChanged 1134
		SP:Iteration 13Q (142226.650000 sec): 3 clusters
  Score: Raw -9293236.689689 + Penalty 3654.971160 = -9289581.718529
  nChanged 805
		SP:Iteration 14Q (142227.460000 sec): 3 clusters
  Score: Raw -9293686.397375 + Penalty 3654.971160 = -9290031.426215
  nChanged 621
		SP:Iteration 15Q (142228.260000 sec): 3 clusters
  Score: Raw -9294003.151860 + Penalty 3654.971160 = -9290348.180700
  nChanged 485
		SP:Iteration 16Q (142229.030000 sec): 3 clusters
  Score: Raw -9294235.534493 + Penalty 3654.971160 = -9290580.563333
  nChanged 380
		SP:Iteration 17Q (142229.750000 sec): 3 clusters
  Score: Raw -9294397.760185 + Penalty 3654.971160 = -9290742.789025
  nChanged 309
		SP:Iteration 18Q (142230.510000 sec): 3 clusters
  Score: Raw -9294514.037890 + Penalty 3654.971160 = -9290859.066730
  nChanged 252
		SP:Iteration 19Q (142231.260000 sec): 3 clusters
  Score: Raw -9294607.675792 + Penalty 3654.971160 = -9290952.704632
  nChanged 210
		SP:Iteration 20F (142232.050000 sec): 3 clusters
  Score: Raw -9294678.029542 + Penalty 3654.971160 = -9291023.058382
  nChanged 174
		SP:Iteration 21Q (142232.790000 sec): 3 clusters
  Score: Raw -9294742.438837 + Penalty 3654.971160 = -9291087.467677
  nChanged 164
		SP:Iteration 22Q (142233.510000 sec): 3 clusters
  Score: Raw -9294803.710521 + Penalty 3654.971160 = -9291148.739360
  nChanged 137
		SP:Iteration 23Q (142234.270000 sec): 3 clusters
  Score: Raw -9294852.954314 + Penalty 3654.971160 = -9291197.983154
  nChanged 109
		SP:Iteration 24Q (142234.980000 sec): 3 clusters
  Score: Raw -9294892.556971 + Penalty 3654.971160 = -9291237.585811
  nChanged 104
		SP:Iteration 25Q (142235.710000 sec): 3 clusters
  Score: Raw -9294925.100023 + Penalty 3654.971160 = -9291270.128863
  nChanged 75
		SP:Iteration 26Q (142236.420000 sec): 3 clusters
  Score: Raw -9294949.066831 + Penalty 3654.971160 = -9291294.095671
  nChanged 68
		SP:Iteration 27Q (142237.180000 sec): 3 clusters
  Score: Raw -9294969.823840 + Penalty 3654.971160 = -9291314.852680
  nChanged 64
		SP:Iteration 28Q (142237.930000 sec): 3 clusters
  Score: Raw -9294988.980054 + Penalty 3654.971160 = -9291334.008894
  nChanged 60
		SP:Iteration 29Q (142238.640000 sec): 3 clusters
  Score: Raw -9295003.888986 + Penalty 3654.971160 = -9291348.917826
  nChanged 51
		SP:Iteration 30Q (142239.400000 sec): 3 clusters
  Score: Raw -9295015.973110 + Penalty 3654.971160 = -9291361.001950
  nChanged 41
		SP:Iteration 31Q (142240.120000 sec): 3 clusters
  Score: Raw -9295026.085353 + Penalty 3654.971160 = -9291371.114193
  nChanged 39
		SP:Iteration 32Q (142240.870000 sec): 3 clusters
  Score: Raw -9295036.203010 + Penalty 3654.971160 = -9291381.231849
  nChanged 46
		SP:Iteration 33Q (142241.580000 sec): 3 clusters
  Score: Raw -9295047.628937 + Penalty 3654.971160 = -9291392.657777
  nChanged 37
		SP:Iteration 34Q (142242.280000 sec): 3 clusters
  Score: Raw -9295056.152590 + Penalty 3654.971160 = -9291401.181429
  nChanged 41
		SP:Iteration 35Q (142242.970000 sec): 3 clusters
  Score: Raw -9295067.298527 + Penalty 3654.971160 = -9291412.327367
  nChanged 41
		SP:Iteration 36Q (142243.660000 sec): 3 clusters
  Score: Raw -9295082.640325 + Penalty 3654.971160 = -9291427.669165
  nChanged 48
		SP:Iteration 37Q (142244.380000 sec): 3 clusters
  Score: Raw -9295096.227057 + Penalty 3654.971160 = -9291441.255897
  nChanged 39
		SP:Iteration 38Q (142245.100000 sec): 3 clusters
  Score: Raw -9295106.158118 + Penalty 3654.971160 = -9291451.186958
  nChanged 30
		SP:Iteration 39Q (142245.820000 sec): 3 clusters
  Score: Raw -9295115.300033 + Penalty 3654.971160 = -9291460.328873
  nChanged 32
		SP:Iteration 40F (142246.600000 sec): 3 clusters
  Score: Raw -9295125.792514 + Penalty 3654.971160 = -9291470.821354
  nChanged 26
		SP:Iteration 41Q (142247.280000 sec): 3 clusters
  Score: Raw -9295137.054655 + Penalty 3654.971160 = -9291482.083495
  nChanged 34
		SP:Iteration 42Q (142247.980000 sec): 3 clusters
  Score: Raw -9295147.882610 + Penalty 3654.971160 = -9291492.911450
  nChanged 24
		SP:Iteration 43Q (142248.730000 sec): 3 clusters
  Score: Raw -9295154.139835 + Penalty 3654.971160 = -9291499.168675
  nChanged 17
		SP:Iteration 44Q (142249.430000 sec): 3 clusters
  Score: Raw -9295159.109107 + Penalty 3654.971160 = -9291504.137947
  nChanged 14
		SP:Iteration 45Q (142250.190000 sec): 3 clusters
  Score: Raw -9295162.291457 + Penalty 3654.971160 = -9291507.320296
  nChanged 13
		SP:Iteration 46Q (142250.970000 sec): 3 clusters
  Score: Raw -9295165.316614 + Penalty 3654.971160 = -9291510.345454
  nChanged 14
		SP:Iteration 47Q (142251.680000 sec): 3 clusters
  Score: Raw -9295168.634194 + Penalty 3654.971160 = -9291513.663034
  nChanged 13
		SP:Iteration 48Q (142252.440000 sec): 3 clusters
  Score: Raw -9295171.985323 + Penalty 3654.971160 = -9291517.014162
  nChanged 12
		SP:Iteration 49Q (142253.140000 sec): 3 clusters
  Score: Raw -9295174.675283 + Penalty 3654.971160 = -9291519.704123
  nChanged 6
		SP:Iteration 50Q (142253.890000 sec): 3 clusters
  Score: Raw -9295175.859189 + Penalty 3654.971160 = -9291520.888029
  nChanged 8
		SP:Iteration 51Q (142254.600000 sec): 3 clusters
  Score: Raw -9295178.451275 + Penalty 3654.971160 = -9291523.480115
  nChanged 6
		SP:Iteration 52Q (142255.320000 sec): 3 clusters
  Score: Raw -9295180.361333 + Penalty 3654.971160 = -9291525.390173
  nChanged 4
		SP:Iteration 53Q (142256.120000 sec): 3 clusters
  Score: Raw -9295181.235100 + Penalty 3654.971160 = -9291526.263940
  nChanged 4
		SP:Iteration 54Q (142256.840000 sec): 3 clusters
  Score: Raw -9295181.817404 + Penalty 3654.971160 = -9291526.846244
  nChanged 0
		SP:Iteration 55F (142257.620000 sec): 3 clusters
  Score: Raw -9295181.817404 + Penalty 3654.971160 = -9291526.846244
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142257.700000 sec): 2 clusters
  Score: Raw -458922.560028 + Penalty 1357.175095 = -457565.384933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142257.790000 sec): 3 clusters
  Score: Raw -456796.261273 + Penalty 2714.350190 = -454081.911083
  nChanged 1710
		SP:Iteration 1F (142257.870000 sec): 3 clusters
  Score: Raw -457898.402556 + Penalty 2714.350190 = -455184.052366
  nChanged 347
		SP:Iteration 2F (142257.940000 sec): 3 clusters
  Score: Raw -458182.118158 + Penalty 2714.350190 = -455467.767968
  nChanged 300
		SP:Iteration 3F (142258.020000 sec): 3 clusters
  Score: Raw -458447.902967 + Penalty 2714.350190 = -455733.552777
  nChanged 263
		SP:Iteration 4F (142258.100000 sec): 3 clusters
  Score: Raw -458694.324385 + Penalty 2714.350190 = -455979.974195
  nChanged 252
		SP:Iteration 5F (142258.180000 sec): 3 clusters
  Score: Raw -458903.634363 + Penalty 2714.350190 = -456189.284173
  nChanged 223
		SP:Iteration 6F (142258.250000 sec): 3 clusters
  Score: Raw -459090.075647 + Penalty 2714.350190 = -456375.725457
  nChanged 178
		SP:Iteration 7Q (142258.330000 sec): 3 clusters
  Score: Raw -459219.898107 + Penalty 2714.350190 = -456505.547917
  nChanged 135
		SP:Iteration 8Q (142258.410000 sec): 3 clusters
  Score: Raw -459294.691279 + Penalty 2714.350190 = -456580.341089
  nChanged 93
		SP:Iteration 9Q (142258.480000 sec): 3 clusters
  Score: Raw -459338.793936 + Penalty 2714.350190 = -456624.443746
  nChanged 59
		SP:Iteration 10Q (142258.560000 sec): 3 clusters
  Score: Raw -459372.051142 + Penalty 2714.350190 = -456657.700952
  nChanged 58
		SP:Iteration 11Q (142258.640000 sec): 3 clusters
  Score: Raw -459398.847968 + Penalty 2714.350190 = -456684.497778
  nChanged 41
		SP:Iteration 12Q (142258.710000 sec): 3 clusters
  Score: Raw -459412.798886 + Penalty 2714.350190 = -456698.448695
  nChanged 32
		SP:Iteration 13Q (142258.790000 sec): 3 clusters
  Score: Raw -459424.198124 + Penalty 2714.350190 = -456709.847934
  nChanged 20
		SP:Iteration 14Q (142258.860000 sec): 3 clusters
  Score: Raw -459430.480884 + Penalty 2714.350190 = -456716.130694
  nChanged 22
		SP:Iteration 15Q (142258.940000 sec): 3 clusters
  Score: Raw -459438.085290 + Penalty 2714.350190 = -456723.735100
  nChanged 11
		SP:Iteration 16Q (142259.010000 sec): 3 clusters
  Score: Raw -459440.920807 + Penalty 2714.350190 = -456726.570617
  nChanged 11
		SP:Iteration 17Q (142259.090000 sec): 3 clusters
  Score: Raw -459443.918204 + Penalty 2714.350190 = -456729.568014
  nChanged 11
		SP:Iteration 18Q (142259.160000 sec): 3 clusters
  Score: Raw -459446.199411 + Penalty 2714.350190 = -456731.849221
  nChanged 10
		SP:Iteration 19Q (142259.240000 sec): 3 clusters
  Score: Raw -459450.460144 + Penalty 2714.350190 = -456736.109953
  nChanged 8
		SP:Iteration 20F (142259.320000 sec): 3 clusters
  Score: Raw -459453.858290 + Penalty 2714.350190 = -456739.508100
  nChanged 11
		SP:Iteration 21Q (142259.390000 sec): 3 clusters
  Score: Raw -459457.224247 + Penalty 2714.350190 = -456742.874057
  nChanged 15
		SP:Iteration 22Q (142259.470000 sec): 3 clusters
  Score: Raw -459461.284645 + Penalty 2714.350190 = -456746.934455
  nChanged 10
		SP:Iteration 23Q (142259.540000 sec): 3 clusters
  Score: Raw -459463.789740 + Penalty 2714.350190 = -456749.439550
  nChanged 6
		SP:Iteration 24Q (142259.620000 sec): 3 clusters
  Score: Raw -459464.835886 + Penalty 2714.350190 = -456750.485696
  nChanged 6
		SP:Iteration 25Q (142259.700000 sec): 3 clusters
  Score: Raw -459466.585310 + Penalty 2714.350190 = -456752.235120
  nChanged 3
		SP:Iteration 26Q (142259.770000 sec): 3 clusters
  Score: Raw -459467.748212 + Penalty 2714.350190 = -456753.398022
  nChanged 4
		SP:Iteration 27Q (142259.850000 sec): 3 clusters
  Score: Raw -459468.754188 + Penalty 2714.350190 = -456754.403998
  nChanged 2
		SP:Iteration 28Q (142259.920000 sec): 3 clusters
  Score: Raw -459469.670521 + Penalty 2714.350190 = -456755.320331
  nChanged 4
		SP:Iteration 29Q (142260.000000 sec): 3 clusters
  Score: Raw -459470.943522 + Penalty 2714.350190 = -456756.593332
  nChanged 7
		SP:Iteration 30Q (142260.070000 sec): 3 clusters
  Score: Raw -459472.753886 + Penalty 2714.350190 = -456758.403696
  nChanged 6
		SP:Iteration 31Q (142260.150000 sec): 3 clusters
  Score: Raw -459474.118122 + Penalty 2714.350190 = -456759.767932
  nChanged 4
		SP:Iteration 32Q (142260.220000 sec): 3 clusters
  Score: Raw -459474.956343 + Penalty 2714.350190 = -456760.606153
  nChanged 2
		SP:Iteration 33Q (142260.300000 sec): 3 clusters
  Score: Raw -459475.221676 + Penalty 2714.350190 = -456760.871486
  nChanged 2
		SP:Iteration 34Q (142260.380000 sec): 3 clusters
  Score: Raw -459475.487379 + Penalty 2714.350190 = -456761.137189
  nChanged 0
		SP:Iteration 35F (142260.450000 sec): 3 clusters
  Score: Raw -459475.487379 + Penalty 2714.350190 = -456761.137189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142260.510000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142260.520000 sec): 3 clusters
  Score: Raw -54581.812653 + Penalty 1998.252196 = -52583.560457
  nChanged 90
		SP:Iteration 1F (142260.530000 sec): 3 clusters
  Score: Raw -54725.877527 + Penalty 1998.252196 = -52727.625330
  nChanged 33
		SP:Iteration 2F (142260.540000 sec): 3 clusters
  Score: Raw -54787.029891 + Penalty 1998.252196 = -52788.777695
  nChanged 6
		SP:Iteration 3Q (142260.550000 sec): 3 clusters
  Score: Raw -54804.368616 + Penalty 1998.252196 = -52806.116420
  nChanged 9
		SP:Iteration 4Q (142260.560000 sec): 3 clusters
  Score: Raw -54814.856301 + Penalty 1998.252196 = -52816.604105
  nChanged 5
		SP:Iteration 5Q (142260.570000 sec): 3 clusters
  Score: Raw -54823.992020 + Penalty 1998.252196 = -52825.739824
  nChanged 4
		SP:Iteration 6Q (142260.580000 sec): 3 clusters
  Score: Raw -54830.808393 + Penalty 1998.252196 = -52832.556197
  nChanged 2
		SP:Iteration 7Q (142260.590000 sec): 3 clusters
  Score: Raw -54833.039127 + Penalty 1998.252196 = -52834.786931
  nChanged 1
		SP:Iteration 8Q (142260.600000 sec): 3 clusters
  Score: Raw -54836.198705 + Penalty 1998.252196 = -52837.946509
  nChanged 1
		SP:Iteration 9Q (142260.610000 sec): 3 clusters
  Score: Raw -54838.581482 + Penalty 1998.252196 = -52840.329286
  nChanged 1
		SP:Iteration 10Q (142260.620000 sec): 3 clusters
  Score: Raw -54841.737853 + Penalty 1998.252196 = -52843.485657
  nChanged 0
		SP:Iteration 11F (142260.630000 sec): 3 clusters
  Score: Raw -54841.737853 + Penalty 1998.252196 = -52843.485657
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142260.700000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142260.710000 sec): 3 clusters
  Score: Raw -65234.060769 + Penalty 2059.468363 = -63174.592407
  nChanged 139
		SP:Iteration 1F (142260.720000 sec): 3 clusters
  Score: Raw -65423.197627 + Penalty 2059.468363 = -63363.729264
  nChanged 39
		SP:Iteration 2F (142260.740000 sec): 3 clusters
  Score: Raw -65480.898246 + Penalty 2059.468363 = -63421.429883
  nChanged 18
		SP:Iteration 3Q (142260.750000 sec): 3 clusters
  Score: Raw -65505.632466 + Penalty 2059.468363 = -63446.164103
  nChanged 18
		SP:Iteration 4Q (142260.760000 sec): 3 clusters
  Score: Raw -65532.834257 + Penalty 2059.468363 = -63473.365894
  nChanged 10
		SP:Iteration 5Q (142260.770000 sec): 3 clusters
  Score: Raw -65546.565702 + Penalty 2059.468363 = -63487.097339
  nChanged 7
		SP:Iteration 6Q (142260.780000 sec): 3 clusters
  Score: Raw -65558.740575 + Penalty 2059.468363 = -63499.272212
  nChanged 7
		SP:Iteration 7Q (142260.800000 sec): 3 clusters
  Score: Raw -65568.508091 + Penalty 2059.468363 = -63509.039729
  nChanged 4
		SP:Iteration 8Q (142260.810000 sec): 3 clusters
  Score: Raw -65582.353616 + Penalty 2059.468363 = -63522.885254
  nChanged 5
		SP:Iteration 9Q (142260.820000 sec): 3 clusters
  Score: Raw -65593.669370 + Penalty 2059.468363 = -63534.201007
  nChanged 6
		SP:Iteration 10Q (142260.830000 sec): 3 clusters
  Score: Raw -65604.094921 + Penalty 2059.468363 = -63544.626558
  nChanged 2
		SP:Iteration 11Q (142260.840000 sec): 3 clusters
  Score: Raw -65606.993526 + Penalty 2059.468363 = -63547.525163
  nChanged 1
		SP:Iteration 12Q (142260.860000 sec): 3 clusters
  Score: Raw -65608.679128 + Penalty 2059.468363 = -63549.210766
  nChanged 2
		SP:Iteration 13Q (142260.870000 sec): 3 clusters
  Score: Raw -65611.991023 + Penalty 2059.468363 = -63552.522661
  nChanged 1
		SP:Iteration 14Q (142260.880000 sec): 3 clusters
  Score: Raw -65613.296782 + Penalty 2059.468363 = -63553.828420
  nChanged 0
		SP:Iteration 15F (142260.890000 sec): 3 clusters
  Score: Raw -65613.296782 + Penalty 2059.468363 = -63553.828420
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142261.000000 sec): 2 clusters
  Score: Raw -624628.563710 + Penalty 1393.113517 = -623235.450193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142261.100000 sec): 3 clusters
  Score: Raw -621852.850974 + Penalty 2786.227033 = -619066.623941
  nChanged 2137
		SP:Iteration 1F (142261.200000 sec): 3 clusters
  Score: Raw -622986.922157 + Penalty 2786.227033 = -620200.695123
  nChanged 405
		SP:Iteration 2F (142261.300000 sec): 3 clusters
  Score: Raw -623192.354111 + Penalty 2786.227033 = -620406.127078
  nChanged 292
		SP:Iteration 3F (142261.400000 sec): 3 clusters
  Score: Raw -623351.909534 + Penalty 2786.227033 = -620565.682501
  nChanged 242
		SP:Iteration 4Q (142261.500000 sec): 3 clusters
  Score: Raw -623504.625924 + Penalty 2786.227033 = -620718.398890
  nChanged 248
		SP:Iteration 5Q (142261.600000 sec): 3 clusters
  Score: Raw -623670.275350 + Penalty 2786.227033 = -620884.048317
  nChanged 245
		SP:Iteration 6Q (142261.700000 sec): 3 clusters
  Score: Raw -623838.209976 + Penalty 2786.227033 = -621051.982942
  nChanged 254
		SP:Iteration 7Q (142261.800000 sec): 3 clusters
  Score: Raw -624023.086020 + Penalty 2786.227033 = -621236.858987
  nChanged 258
		SP:Iteration 8Q (142261.940000 sec): 3 clusters
  Score: Raw -624218.048878 + Penalty 2786.227033 = -621431.821845
  nChanged 220
		SP:Iteration 9Q (142262.110000 sec): 3 clusters
  Score: Raw -624405.684847 + Penalty 2786.227033 = -621619.457814
  nChanged 187
		SP:Iteration 10Q (142262.210000 sec): 3 clusters
  Score: Raw -624549.963840 + Penalty 2786.227033 = -621763.736806
  nChanged 129
		SP:Iteration 11Q (142262.300000 sec): 3 clusters
  Score: Raw -624653.630995 + Penalty 2786.227033 = -621867.403962
  nChanged 92
		SP:Iteration 12Q (142262.400000 sec): 3 clusters
  Score: Raw -624729.356305 + Penalty 2786.227033 = -621943.129272
  nChanged 53
		SP:Iteration 13Q (142262.630000 sec): 3 clusters
  Score: Raw -624769.431458 + Penalty 2786.227033 = -621983.204425
  nChanged 40
		SP:Iteration 14Q (142262.680000 sec): 3 clusters
  Score: Raw -624802.295034 + Penalty 2786.227033 = -622016.068001
  nChanged 24
		SP:Iteration 15Q (142262.780000 sec): 3 clusters
  Score: Raw -624821.890112 + Penalty 2786.227033 = -622035.663079
  nChanged 16
		SP:Iteration 16Q (142262.880000 sec): 3 clusters
  Score: Raw -624834.899760 + Penalty 2786.227033 = -622048.672727
  nChanged 18
		SP:Iteration 17Q (142262.970000 sec): 3 clusters
  Score: Raw -624848.355869 + Penalty 2786.227033 = -622062.128836
  nChanged 16
		SP:Iteration 18Q (142263.070000 sec): 3 clusters
  Score: Raw -624859.734813 + Penalty 2786.227033 = -622073.507779
  nChanged 9
		SP:Iteration 19Q (142263.160000 sec): 3 clusters
  Score: Raw -624865.490386 + Penalty 2786.227033 = -622079.263353
  nChanged 5
		SP:Iteration 20F (142263.260000 sec): 3 clusters
  Score: Raw -624869.742983 + Penalty 2786.227033 = -622083.515950
  nChanged 5
		SP:Iteration 21Q (142263.350000 sec): 3 clusters
  Score: Raw -624876.055421 + Penalty 2786.227033 = -622089.828388
  nChanged 7
		SP:Iteration 22Q (142263.450000 sec): 3 clusters
  Score: Raw -624881.903737 + Penalty 2786.227033 = -622095.676704
  nChanged 9
		SP:Iteration 23Q (142263.540000 sec): 3 clusters
  Score: Raw -624887.544770 + Penalty 2786.227033 = -622101.317737
  nChanged 2
		SP:Iteration 24Q (142263.630000 sec): 3 clusters
  Score: Raw -624888.506112 + Penalty 2786.227033 = -622102.279079
  nChanged 2
		SP:Iteration 25Q (142263.730000 sec): 3 clusters
  Score: Raw -624889.422564 + Penalty 2786.227033 = -622103.195530
  nChanged 3
		SP:Iteration 26Q (142263.820000 sec): 3 clusters
  Score: Raw -624893.404373 + Penalty 2786.227033 = -622107.177340
  nChanged 6
		SP:Iteration 27Q (142263.910000 sec): 3 clusters
  Score: Raw -624897.689722 + Penalty 2786.227033 = -622111.462688
  nChanged 5
		SP:Iteration 28Q (142264.000000 sec): 3 clusters
  Score: Raw -624902.441343 + Penalty 2786.227033 = -622116.214310
  nChanged 4
		SP:Iteration 29Q (142264.100000 sec): 3 clusters
  Score: Raw -624905.389725 + Penalty 2786.227033 = -622119.162692
  nChanged 5
		SP:Iteration 30Q (142264.190000 sec): 3 clusters
  Score: Raw -624910.350686 + Penalty 2786.227033 = -622124.123653
  nChanged 4
		SP:Iteration 31Q (142264.280000 sec): 3 clusters
  Score: Raw -624914.057104 + Penalty 2786.227033 = -622127.830070
  nChanged 3
		SP:Iteration 32Q (142264.370000 sec): 3 clusters
  Score: Raw -624916.765012 + Penalty 2786.227033 = -622130.537979
  nChanged 3
		SP:Iteration 33Q (142264.470000 sec): 3 clusters
  Score: Raw -624918.631453 + Penalty 2786.227033 = -622132.404420
  nChanged 1
		SP:Iteration 34Q (142264.560000 sec): 3 clusters
  Score: Raw -624919.491599 + Penalty 2786.227033 = -622133.264566
  nChanged 1
		SP:Iteration 35Q (142264.650000 sec): 3 clusters
  Score: Raw -624919.908448 + Penalty 2786.227033 = -622133.681415
  nChanged 0
		SP:Iteration 36F (142264.750000 sec): 3 clusters
  Score: Raw -624919.908448 + Penalty 2786.227033 = -622133.681415
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 66 (9147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142264.850000 sec): 2 clusters
  Score: Raw -1188362.302492 + Penalty 1482.191951 = -1186880.110541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142265.020000 sec): 3 clusters
  Score: Raw -1183217.761599 + Penalty 2964.383902 = -1180253.377697
  nChanged 3850
		SP:Iteration 1F (142265.150000 sec): 3 clusters
  Score: Raw -1185157.903371 + Penalty 2964.383902 = -1182193.519469
  nChanged 503
		SP:Iteration 2F (142265.280000 sec): 3 clusters
  Score: Raw -1185341.018098 + Penalty 2964.383902 = -1182376.634196
  nChanged 429
		SP:Iteration 3Q (142265.410000 sec): 3 clusters
  Score: Raw -1185484.741749 + Penalty 2964.383902 = -1182520.357847
  nChanged 345
		SP:Iteration 4Q (142265.580000 sec): 3 clusters
  Score: Raw -1185599.018169 + Penalty 2964.383902 = -1182634.634267
  nChanged 267
		SP:Iteration 5Q (142265.750000 sec): 3 clusters
  Score: Raw -1185670.978063 + Penalty 2964.383902 = -1182706.594161
  nChanged 227
		SP:Iteration 6Q (142265.890000 sec): 3 clusters
  Score: Raw -1185733.182265 + Penalty 2964.383902 = -1182768.798364
  nChanged 193
		SP:Iteration 7Q (142266.020000 sec): 3 clusters
  Score: Raw -1185782.931126 + Penalty 2964.383902 = -1182818.547225
  nChanged 170
		SP:Iteration 8Q (142266.150000 sec): 3 clusters
  Score: Raw -1185825.007503 + Penalty 2964.383902 = -1182860.623601
  nChanged 162
		SP:Iteration 9Q (142266.310000 sec): 3 clusters
  Score: Raw -1185864.826102 + Penalty 2964.383902 = -1182900.442201
  nChanged 145
		SP:Iteration 10Q (142266.470000 sec): 3 clusters
  Score: Raw -1185900.952471 + Penalty 2964.383902 = -1182936.568570
  nChanged 135
		SP:Iteration 11Q (142266.610000 sec): 3 clusters
  Score: Raw -1185934.023296 + Penalty 2964.383902 = -1182969.639395
  nChanged 132
		SP:Iteration 12Q (142266.740000 sec): 3 clusters
  Score: Raw -1185967.808460 + Penalty 2964.383902 = -1183003.424559
  nChanged 146
		SP:Iteration 13Q (142266.870000 sec): 3 clusters
  Score: Raw -1186004.528435 + Penalty 2964.383902 = -1183040.144534
  nChanged 147
		SP:Iteration 14Q (142267.030000 sec): 3 clusters
  Score: Raw -1186050.540047 + Penalty 2964.383902 = -1183086.156145
  nChanged 161
		SP:Iteration 15Q (142267.190000 sec): 3 clusters
  Score: Raw -1186100.280414 + Penalty 2964.383902 = -1183135.896513
  nChanged 184
		SP:Iteration 16Q (142267.330000 sec): 3 clusters
  Score: Raw -1186164.371008 + Penalty 2964.383902 = -1183199.987106
  nChanged 184
		SP:Iteration 17Q (142267.460000 sec): 3 clusters
  Score: Raw -1186225.037989 + Penalty 2964.383902 = -1183260.654088
  nChanged 195
		SP:Iteration 18Q (142267.590000 sec): 3 clusters
  Score: Raw -1186299.445395 + Penalty 2964.383902 = -1183335.061494
  nChanged 241
		SP:Iteration 19Q (142267.740000 sec): 3 clusters
  Score: Raw -1186399.097788 + Penalty 2964.383902 = -1183434.713887
  nChanged 266
		SP:Iteration 20F (142267.900000 sec): 3 clusters
  Score: Raw -1186529.237009 + Penalty 2964.383902 = -1183564.853107
  nChanged 305
		SP:Iteration 21Q (142268.040000 sec): 3 clusters
  Score: Raw -1186689.599076 + Penalty 2964.383902 = -1183725.215174
  nChanged 342
		SP:Iteration 22Q (142268.170000 sec): 3 clusters
  Score: Raw -1186912.151351 + Penalty 2964.383902 = -1183947.767450
  nChanged 343
		SP:Iteration 23Q (142268.300000 sec): 3 clusters
  Score: Raw -1187139.619876 + Penalty 2964.383902 = -1184175.235975
  nChanged 357
		SP:Iteration 24Q (142268.430000 sec): 3 clusters
  Score: Raw -1187407.395549 + Penalty 2964.383902 = -1184443.011648
  nChanged 334
		SP:Iteration 25Q (142268.570000 sec): 3 clusters
  Score: Raw -1187688.693129 + Penalty 2964.383902 = -1184724.309227
  nChanged 290
		SP:Iteration 26Q (142268.700000 sec): 3 clusters
  Score: Raw -1187940.985777 + Penalty 2964.383902 = -1184976.601875
  nChanged 208
		SP:Iteration 27Q (142268.830000 sec): 3 clusters
  Score: Raw -1188119.455867 + Penalty 2964.383902 = -1185155.071965
  nChanged 134
		SP:Iteration 28Q (142268.960000 sec): 3 clusters
  Score: Raw -1188240.128118 + Penalty 2964.383902 = -1185275.744216
  nChanged 89
		SP:Iteration 29Q (142269.090000 sec): 3 clusters
  Score: Raw -1188329.531900 + Penalty 2964.383902 = -1185365.147998
  nChanged 57
		SP:Iteration 30Q (142269.210000 sec): 3 clusters
  Score: Raw -1188385.782380 + Penalty 2964.383902 = -1185421.398479
  nChanged 40
		SP:Iteration 31Q (142269.330000 sec): 3 clusters
  Score: Raw -1188424.156005 + Penalty 2964.383902 = -1185459.772103
  nChanged 24
		SP:Iteration 32Q (142269.470000 sec): 3 clusters
  Score: Raw -1188447.220761 + Penalty 2964.383902 = -1185482.836860
  nChanged 17
		SP:Iteration 33Q (142269.610000 sec): 3 clusters
  Score: Raw -1188465.176866 + Penalty 2964.383902 = -1185500.792965
  nChanged 9
		SP:Iteration 34Q (142269.760000 sec): 3 clusters
  Score: Raw -1188474.301872 + Penalty 2964.383902 = -1185509.917971
  nChanged 6
		SP:Iteration 35Q (142269.900000 sec): 3 clusters
  Score: Raw -1188480.945043 + Penalty 2964.383902 = -1185516.561141
  nChanged 11
		SP:Iteration 36Q (142270.050000 sec): 3 clusters
  Score: Raw -1188497.403931 + Penalty 2964.383902 = -1185533.020029
  nChanged 9
		SP:Iteration 37Q (142270.180000 sec): 3 clusters
  Score: Raw -1188510.149316 + Penalty 2964.383902 = -1185545.765414
  nChanged 6
		SP:Iteration 38Q (142270.290000 sec): 3 clusters
  Score: Raw -1188518.409006 + Penalty 2964.383902 = -1185554.025104
  nChanged 3
		SP:Iteration 39Q (142270.420000 sec): 3 clusters
  Score: Raw -1188522.152796 + Penalty 2964.383902 = -1185557.768895
  nChanged 3
		SP:Iteration 40F (142270.550000 sec): 3 clusters
  Score: Raw -1188526.486869 + Penalty 2964.383902 = -1185562.102968
  nChanged 4
		SP:Iteration 41Q (142270.660000 sec): 3 clusters
  Score: Raw -1188532.432063 + Penalty 2964.383902 = -1185568.048162
  nChanged 4
		SP:Iteration 42Q (142270.800000 sec): 3 clusters
  Score: Raw -1188539.410504 + Penalty 2964.383902 = -1185575.026602
  nChanged 2
		SP:Iteration 43Q (142270.940000 sec): 3 clusters
  Score: Raw -1188540.633062 + Penalty 2964.383902 = -1185576.249160
  nChanged 1
		SP:Iteration 44Q (142271.080000 sec): 3 clusters
  Score: Raw -1188541.503726 + Penalty 2964.383902 = -1185577.119824
  nChanged 0
		SP:Iteration 45F (142271.240000 sec): 3 clusters
  Score: Raw -1188541.503726 + Penalty 2964.383902 = -1185577.119824
  nChanged 0
Iteration 499Q (142586.280000 sec): 67 clusters
  Score: Raw -223664408.085556 + Penalty 155142.624087 = -223509265.461469
  nChanged 85
Iteration 500F (143011.180000 sec): 67 clusters
  Score: Raw -223664409.930645 + Penalty 155142.624087 = -223509267.306558
  nChanged 87
Iteration 501Q (143325.460000 sec): 67 clusters
  Score: Raw -223664411.960437 + Penalty 155142.624087 = -223509269.336350
  nChanged 93
Iteration 502Q (143639.840000 sec): 67 clusters
  Score: Raw -223664414.655153 + Penalty 155142.624087 = -223509272.031065
  nChanged 114
Iteration 503Q (143954.290000 sec): 67 clusters
  Score: Raw -223664417.493146 + Penalty 155142.624087 = -223509274.869059
  nChanged 104
Iteration 504Q (144267.900000 sec): 67 clusters
  Score: Raw -223664419.967544 + Penalty 155142.624087 = -223509277.343457
  nChanged 134
Iteration 505Q (144581.570000 sec): 67 clusters
  Score: Raw -223664422.937728 + Penalty 155142.624087 = -223509280.313641
  nChanged 133
Iteration 506Q (144896.670000 sec): 67 clusters
  Score: Raw -223664426.156995 + Penalty 155142.624087 = -223509283.532908
  nChanged 141
Iteration 507Q (145210.940000 sec): 67 clusters
  Score: Raw -223664429.063463 + Penalty 155142.624087 = -223509286.439375
  nChanged 128
Iteration 508Q (145525.980000 sec): 67 clusters
  Score: Raw -223664431.993640 + Penalty 155142.624087 = -223509289.369552
  nChanged 115
Iteration 509Q (145840.170000 sec): 67 clusters
  Score: Raw -223664434.375296 + Penalty 155142.624087 = -223509291.751209
  nChanged 130
Iteration 510Q (146153.560000 sec): 67 clusters
  Score: Raw -223664436.827433 + Penalty 155142.624087 = -223509294.203346
  nChanged 138
Iteration 511Q (146467.090000 sec): 67 clusters
  Score: Raw -223664439.684973 + Penalty 155142.624087 = -223509297.060886
  nChanged 134
Iteration 512Q (146781.390000 sec): 67 clusters
  Score: Raw -223664442.450964 + Penalty 155142.624087 = -223509299.826877
  nChanged 130
Iteration 513Q (147096.390000 sec): 67 clusters
  Score: Raw -223664445.001616 + Penalty 155142.624087 = -223509302.377529
  nChanged 97
Iteration 514Q (147410.710000 sec): 67 clusters
  Score: Raw -223664446.621035 + Penalty 155142.624087 = -223509303.996948
  nChanged 114
Iteration 515Q (147725.000000 sec): 67 clusters
  Score: Raw -223664448.911953 + Penalty 155142.624087 = -223509306.287866
  nChanged 122
Iteration 516Q (148040.110000 sec): 67 clusters
  Score: Raw -223664450.986098 + Penalty 155142.624087 = -223509308.362010
  nChanged 106
Iteration 517Q (148353.760000 sec): 67 clusters
  Score: Raw -223664452.680147 + Penalty 155142.624087 = -223509310.056060
  nChanged 83
Iteration 518Q (148668.830000 sec): 67 clusters
  Score: Raw -223664453.722291 + Penalty 155142.624087 = -223509311.098204
  nChanged 62
Iteration 519Q (148983.100000 sec): 67 clusters
  Score: Raw -223664454.653787 + Penalty 155142.624087 = -223509312.029700
  nChanged 56
Iteration 520F (149407.930000 sec): 67 clusters
  Score: Raw -223664455.443258 + Penalty 155142.624087 = -223509312.819170
  nChanged 52
Iteration 521Q (149722.140000 sec): 67 clusters
  Score: Raw -223664456.415256 + Penalty 155142.624087 = -223509313.791169
  nChanged 40
Iteration 522Q (150036.590000 sec): 67 clusters
  Score: Raw -223664456.928294 + Penalty 155142.624087 = -223509314.304207
  nChanged 36
Iteration 523Q (150350.840000 sec): 67 clusters
  Score: Raw -223664457.353051 + Penalty 155142.624087 = -223509314.728963
  nChanged 28
Iteration 524Q (150665.850000 sec): 67 clusters
  Score: Raw -223664457.793453 + Penalty 155142.624087 = -223509315.169366
  nChanged 32
Iteration 525Q (150980.840000 sec): 67 clusters
  Score: Raw -223664458.158019 + Penalty 155142.624087 = -223509315.533932
  nChanged 29
Iteration 526Q (151295.110000 sec): 67 clusters
  Score: Raw -223664458.433897 + Penalty 155142.624087 = -223509315.809810
  nChanged 21
Iteration 527Q (151610.110000 sec): 67 clusters
  Score: Raw -223664458.653982 + Penalty 155142.624087 = -223509316.029895
  nChanged 20
Iteration 528Q (151924.280000 sec): 67 clusters
  Score: Raw -223664459.140492 + Penalty 155142.624087 = -223509316.516405
  nChanged 31
Iteration 529Q (152237.690000 sec): 67 clusters
  Score: Raw -223664459.797627 + Penalty 155142.624087 = -223509317.173540
  nChanged 34
Iteration 530Q (152552.730000 sec): 67 clusters
  Score: Raw -223664460.402483 + Penalty 155142.624087 = -223509317.778395
  nChanged 36
Iteration 531Q (152867.030000 sec): 67 clusters
  Score: Raw -223664460.962088 + Penalty 155142.624087 = -223509318.338001
  nChanged 41
Iteration 532Q (153181.200000 sec): 67 clusters
  Score: Raw -223664461.598587 + Penalty 155142.624087 = -223509318.974500
  nChanged 36
Iteration 533Q (153496.290000 sec): 67 clusters
  Score: Raw -223664462.127211 + Penalty 155142.624087 = -223509319.503124
  nChanged 34
Iteration 534Q (153811.240000 sec): 67 clusters
  Score: Raw -223664462.676181 + Penalty 155142.624087 = -223509320.052094
  nChanged 42
Iteration 535Q (154124.710000 sec): 67 clusters
  Score: Raw -223664463.392776 + Penalty 155142.624087 = -223509320.768689
  nChanged 44
Iteration 536Q (154438.950000 sec): 67 clusters
  Score: Raw -223664464.154255 + Penalty 155142.624087 = -223509321.530168
  nChanged 40
Iteration 537Q (154753.950000 sec): 67 clusters
  Score: Raw -223664464.801154 + Penalty 155142.624087 = -223509322.177067
  nChanged 37
Iteration 538Q (155067.590000 sec): 67 clusters
  Score: Raw -223664465.386977 + Penalty 155142.624087 = -223509322.762889
  nChanged 46
Writing temp clu file 
Because OldScore, -223509322.177067, is greater than current (better) Score,-223509322.762889 
 Compute initial score before splitting:   Score: Raw -223664465.386977 + Penalty 155142.624087 = -223509322.762889
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (355972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155069.870000 sec): 2 clusters
  Score: Raw -42510124.430608 + Penalty 2077.173695 = -42508047.256913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155072.740000 sec): 3 clusters
  Score: Raw -42271304.166123 + Penalty 4154.347390 = -42267149.818733
  nChanged 174079
		SP:Iteration 1F (155075.610000 sec): 3 clusters
  Score: Raw -42376418.749393 + Penalty 4154.347390 = -42372264.402003
  nChanged 9956
		SP:Iteration 2Q (155078.570000 sec): 3 clusters
  Score: Raw -42378637.293140 + Penalty 4154.347390 = -42374482.945750
  nChanged 11908
		SP:Iteration 3Q (155081.530000 sec): 3 clusters
  Score: Raw -42381934.146260 + Penalty 4154.347390 = -42377779.798869
  nChanged 14557
		SP:Iteration 4Q (155084.480000 sec): 3 clusters
  Score: Raw -42386923.093687 + Penalty 4154.347390 = -42382768.746297
  nChanged 17734
		SP:Iteration 5Q (155087.460000 sec): 3 clusters
  Score: Raw -42394096.610351 + Penalty 4154.347390 = -42389942.262961
  nChanged 20091
		SP:Iteration 6F (155090.330000 sec): 3 clusters
  Score: Raw -42403137.461368 + Penalty 4154.347390 = -42398983.113977
  nChanged 21241
		SP:Iteration 7F (155093.240000 sec): 3 clusters
  Score: Raw -42413354.968651 + Penalty 4154.347390 = -42409200.621261
  nChanged 21200
		SP:Iteration 8F (155096.140000 sec): 3 clusters
  Score: Raw -42424340.080475 + Penalty 4154.347390 = -42420185.733085
  nChanged 20666
		SP:Iteration 9F (155099.030000 sec): 3 clusters
  Score: Raw -42436276.185256 + Penalty 4154.347390 = -42432121.837865
  nChanged 20695
		SP:Iteration 10F (155101.930000 sec): 3 clusters
  Score: Raw -42450104.930557 + Penalty 4154.347390 = -42445950.583166
  nChanged 20800
		SP:Iteration 11F (155104.830000 sec): 3 clusters
  Score: Raw -42466528.420567 + Penalty 4154.347390 = -42462374.073176
  nChanged 19175
		SP:Iteration 12F (155107.650000 sec): 3 clusters
  Score: Raw -42483689.911259 + Penalty 4154.347390 = -42479535.563869
  nChanged 14554
		SP:Iteration 13Q (155110.570000 sec): 3 clusters
  Score: Raw -42497488.246117 + Penalty 4154.347390 = -42493333.898727
  nChanged 8321
		SP:Iteration 14Q (155113.320000 sec): 3 clusters
  Score: Raw -42505302.198062 + Penalty 4154.347390 = -42501147.850672
  nChanged 3613
		SP:Iteration 15Q (155115.840000 sec): 3 clusters
  Score: Raw -42508494.586910 + Penalty 4154.347390 = -42504340.239520
  nChanged 1371
		SP:Iteration 16Q (155118.330000 sec): 3 clusters
  Score: Raw -42509669.632901 + Penalty 4154.347390 = -42505515.285511
  nChanged 492
		SP:Iteration 17Q (155120.830000 sec): 3 clusters
  Score: Raw -42510119.490499 + Penalty 4154.347390 = -42505965.143109
  nChanged 219
		SP:Iteration 18Q (155123.270000 sec): 3 clusters
  Score: Raw -42510328.792649 + Penalty 4154.347390 = -42506174.445258
  nChanged 144
		SP:Iteration 19Q (155125.760000 sec): 3 clusters
  Score: Raw -42510472.200701 + Penalty 4154.347390 = -42506317.853310
  nChanged 116
		SP:Iteration 20F (155128.590000 sec): 3 clusters
  Score: Raw -42510583.137888 + Penalty 4154.347390 = -42506428.790497
  nChanged 103
		SP:Iteration 21Q (155131.060000 sec): 3 clusters
  Score: Raw -42510675.759714 + Penalty 4154.347390 = -42506521.412324
  nChanged 95
		SP:Iteration 22Q (155133.500000 sec): 3 clusters
  Score: Raw -42510772.799538 + Penalty 4154.347390 = -42506618.452147
  nChanged 96
		SP:Iteration 23Q (155135.990000 sec): 3 clusters
  Score: Raw -42510853.351591 + Penalty 4154.347390 = -42506699.004201
  nChanged 72
		SP:Iteration 24Q (155138.420000 sec): 3 clusters
  Score: Raw -42510900.680943 + Penalty 4154.347390 = -42506746.333553
  nChanged 65
		SP:Iteration 25Q (155140.850000 sec): 3 clusters
  Score: Raw -42510942.925552 + Penalty 4154.347390 = -42506788.578162
  nChanged 69
		SP:Iteration 26Q (155143.350000 sec): 3 clusters
  Score: Raw -42510978.485490 + Penalty 4154.347390 = -42506824.138099
  nChanged 55
		SP:Iteration 27Q (155145.780000 sec): 3 clusters
  Score: Raw -42511009.051033 + Penalty 4154.347390 = -42506854.703642
  nChanged 65
		SP:Iteration 28Q (155148.220000 sec): 3 clusters
  Score: Raw -42511044.685498 + Penalty 4154.347390 = -42506890.338108
  nChanged 53
		SP:Iteration 29Q (155150.700000 sec): 3 clusters
  Score: Raw -42511074.875709 + Penalty 4154.347390 = -42506920.528318
  nChanged 56
		SP:Iteration 30Q (155153.160000 sec): 3 clusters
  Score: Raw -42511108.383097 + Penalty 4154.347390 = -42506954.035706
  nChanged 47
		SP:Iteration 31Q (155155.600000 sec): 3 clusters
  Score: Raw -42511132.028220 + Penalty 4154.347390 = -42506977.680830
  nChanged 44
		SP:Iteration 32Q (155158.090000 sec): 3 clusters
  Score: Raw -42511154.640001 + Penalty 4154.347390 = -42507000.292611
  nChanged 52
		SP:Iteration 33Q (155160.520000 sec): 3 clusters
  Score: Raw -42511177.882636 + Penalty 4154.347390 = -42507023.535246
  nChanged 44
		SP:Iteration 34Q (155162.960000 sec): 3 clusters
  Score: Raw -42511197.212447 + Penalty 4154.347390 = -42507042.865056
  nChanged 34
		SP:Iteration 35Q (155165.440000 sec): 3 clusters
  Score: Raw -42511208.598109 + Penalty 4154.347390 = -42507054.250719
  nChanged 24
		SP:Iteration 36Q (155167.880000 sec): 3 clusters
  Score: Raw -42511216.992484 + Penalty 4154.347390 = -42507062.645094
  nChanged 27
		SP:Iteration 37Q (155170.320000 sec): 3 clusters
  Score: Raw -42511226.239957 + Penalty 4154.347390 = -42507071.892567
  nChanged 21
		SP:Iteration 38Q (155172.790000 sec): 3 clusters
  Score: Raw -42511233.101771 + Penalty 4154.347390 = -42507078.754380
  nChanged 16
		SP:Iteration 39Q (155175.230000 sec): 3 clusters
  Score: Raw -42511237.269160 + Penalty 4154.347390 = -42507082.921770
  nChanged 13
		SP:Iteration 40F (155178.090000 sec): 3 clusters
  Score: Raw -42511246.171728 + Penalty 4154.347390 = -42507091.824338
  nChanged 23
		SP:Iteration 41Q (155180.550000 sec): 3 clusters
  Score: Raw -42511255.523532 + Penalty 4154.347390 = -42507101.176141
  nChanged 27
		SP:Iteration 42Q (155182.990000 sec): 3 clusters
  Score: Raw -42511265.071566 + Penalty 4154.347390 = -42507110.724176
  nChanged 25
		SP:Iteration 43Q (155185.420000 sec): 3 clusters
  Score: Raw -42511273.931391 + Penalty 4154.347390 = -42507119.584001
  nChanged 32
		SP:Iteration 44Q (155187.910000 sec): 3 clusters
  Score: Raw -42511284.659723 + Penalty 4154.347390 = -42507130.312333
  nChanged 33
		SP:Iteration 45Q (155190.360000 sec): 3 clusters
  Score: Raw -42511292.590462 + Penalty 4154.347390 = -42507138.243072
  nChanged 26
		SP:Iteration 46Q (155192.800000 sec): 3 clusters
  Score: Raw -42511298.749776 + Penalty 4154.347390 = -42507144.402385
  nChanged 23
		SP:Iteration 47Q (155195.290000 sec): 3 clusters
  Score: Raw -42511305.967082 + Penalty 4154.347390 = -42507151.619692
  nChanged 28
		SP:Iteration 48Q (155197.730000 sec): 3 clusters
  Score: Raw -42511313.404350 + Penalty 4154.347390 = -42507159.056959
  nChanged 26
		SP:Iteration 49Q (155200.170000 sec): 3 clusters
  Score: Raw -42511320.987447 + Penalty 4154.347390 = -42507166.640057
  nChanged 21
		SP:Iteration 50Q (155202.660000 sec): 3 clusters
  Score: Raw -42511326.373993 + Penalty 4154.347390 = -42507172.026603
  nChanged 17
		SP:Iteration 51Q (155205.100000 sec): 3 clusters
  Score: Raw -42511331.388797 + Penalty 4154.347390 = -42507177.041407
  nChanged 20
		SP:Iteration 52Q (155207.530000 sec): 3 clusters
  Score: Raw -42511336.365710 + Penalty 4154.347390 = -42507182.018320
  nChanged 21
		SP:Iteration 53Q (155210.030000 sec): 3 clusters
  Score: Raw -42511340.769139 + Penalty 4154.347390 = -42507186.421749
  nChanged 17
		SP:Iteration 54Q (155212.470000 sec): 3 clusters
  Score: Raw -42511343.670333 + Penalty 4154.347390 = -42507189.322942
  nChanged 10
		SP:Iteration 55Q (155214.900000 sec): 3 clusters
  Score: Raw -42511347.000751 + Penalty 4154.347390 = -42507192.653360
  nChanged 13
		SP:Iteration 56Q (155217.390000 sec): 3 clusters
  Score: Raw -42511350.979381 + Penalty 4154.347390 = -42507196.631990
  nChanged 13
		SP:Iteration 57Q (155219.820000 sec): 3 clusters
  Score: Raw -42511354.638428 + Penalty 4154.347390 = -42507200.291038
  nChanged 11
		SP:Iteration 58Q (155222.260000 sec): 3 clusters
  Score: Raw -42511357.157193 + Penalty 4154.347390 = -42507202.809803
  nChanged 13
		SP:Iteration 59Q (155224.750000 sec): 3 clusters
  Score: Raw -42511359.801223 + Penalty 4154.347390 = -42507205.453833
  nChanged 15
		SP:Iteration 60F (155227.560000 sec): 3 clusters
  Score: Raw -42511362.438629 + Penalty 4154.347390 = -42507208.091239
  nChanged 10
		SP:Iteration 61Q (155230.020000 sec): 3 clusters
  Score: Raw -42511364.240079 + Penalty 4154.347390 = -42507209.892689
  nChanged 10
		SP:Iteration 62Q (155232.460000 sec): 3 clusters
  Score: Raw -42511366.107836 + Penalty 4154.347390 = -42507211.760446
  nChanged 14
		SP:Iteration 63Q (155234.950000 sec): 3 clusters
  Score: Raw -42511368.953778 + Penalty 4154.347390 = -42507214.606388
  nChanged 12
		SP:Iteration 64Q (155237.410000 sec): 3 clusters
  Score: Raw -42511371.347538 + Penalty 4154.347390 = -42507217.000148
  nChanged 12
		SP:Iteration 65Q (155239.840000 sec): 3 clusters
  Score: Raw -42511374.135332 + Penalty 4154.347390 = -42507219.787942
  nChanged 10
		SP:Iteration 66Q (155242.330000 sec): 3 clusters
  Score: Raw -42511376.126343 + Penalty 4154.347390 = -42507221.778953
  nChanged 6
		SP:Iteration 67Q (155244.770000 sec): 3 clusters
  Score: Raw -42511377.124921 + Penalty 4154.347390 = -42507222.777530
  nChanged 2
		SP:Iteration 68Q (155247.190000 sec): 3 clusters
  Score: Raw -42511377.391600 + Penalty 4154.347390 = -42507223.044209
  nChanged 1
		SP:Iteration 69Q (155249.680000 sec): 3 clusters
  Score: Raw -42511377.514970 + Penalty 4154.347390 = -42507223.167579
  nChanged 2
		SP:Iteration 70Q (155252.120000 sec): 3 clusters
  Score: Raw -42511378.009042 + Penalty 4154.347390 = -42507223.661651
  nChanged 2
		SP:Iteration 71Q (155254.550000 sec): 3 clusters
  Score: Raw -42511378.376426 + Penalty 4154.347390 = -42507224.029035
  nChanged 1
		SP:Iteration 72Q (155257.050000 sec): 3 clusters
  Score: Raw -42511378.634591 + Penalty 4154.347390 = -42507224.287200
  nChanged 1
		SP:Iteration 73Q (155259.470000 sec): 3 clusters
  Score: Raw -42511378.878751 + Penalty 4154.347390 = -42507224.531360
  nChanged 0
		SP:Iteration 74F (155262.290000 sec): 3 clusters
  Score: Raw -42511378.878751 + Penalty 4154.347390 = -42507224.531360
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155262.520000 sec): 2 clusters
  Score: Raw -1295098.604621 + Penalty 1509.396991 = -1293589.207629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155262.700000 sec): 3 clusters
  Score: Raw -1288878.207380 + Penalty 3018.793983 = -1285859.413398
  nChanged 4705
		SP:Iteration 1F (155262.840000 sec): 3 clusters
  Score: Raw -1291396.878301 + Penalty 3018.793983 = -1288378.084318
  nChanged 620
		SP:Iteration 2F (155263.030000 sec): 3 clusters
  Score: Raw -1291665.460733 + Penalty 3018.793983 = -1288646.666750
  nChanged 530
		SP:Iteration 3Q (155263.180000 sec): 3 clusters
  Score: Raw -1291885.146619 + Penalty 3018.793983 = -1288866.352636
  nChanged 468
		SP:Iteration 4Q (155263.340000 sec): 3 clusters
  Score: Raw -1292112.672149 + Penalty 3018.793983 = -1289093.878167
  nChanged 476
		SP:Iteration 5Q (155263.500000 sec): 3 clusters
  Score: Raw -1292351.024735 + Penalty 3018.793983 = -1289332.230752
  nChanged 465
		SP:Iteration 6Q (155263.650000 sec): 3 clusters
  Score: Raw -1292587.396222 + Penalty 3018.793983 = -1289568.602240
  nChanged 463
		SP:Iteration 7Q (155263.840000 sec): 3 clusters
  Score: Raw -1292879.292007 + Penalty 3018.793983 = -1289860.498024
  nChanged 502
		SP:Iteration 8Q (155263.990000 sec): 3 clusters
  Score: Raw -1293242.192696 + Penalty 3018.793983 = -1290223.398713
  nChanged 504
		SP:Iteration 9Q (155264.150000 sec): 3 clusters
  Score: Raw -1293627.035826 + Penalty 3018.793983 = -1290608.241844
  nChanged 474
		SP:Iteration 10Q (155264.300000 sec): 3 clusters
  Score: Raw -1293985.347333 + Penalty 3018.793983 = -1290966.553350
  nChanged 380
		SP:Iteration 11Q (155264.450000 sec): 3 clusters
  Score: Raw -1294222.607367 + Penalty 3018.793983 = -1291203.813385
  nChanged 335
		SP:Iteration 12Q (155264.630000 sec): 3 clusters
  Score: Raw -1294437.147645 + Penalty 3018.793983 = -1291418.353662
  nChanged 293
		SP:Iteration 13Q (155264.770000 sec): 3 clusters
  Score: Raw -1294637.732196 + Penalty 3018.793983 = -1291618.938214
  nChanged 257
		SP:Iteration 14Q (155264.930000 sec): 3 clusters
  Score: Raw -1294817.072434 + Penalty 3018.793983 = -1291798.278451
  nChanged 220
		SP:Iteration 15Q (155265.080000 sec): 3 clusters
  Score: Raw -1294969.231645 + Penalty 3018.793983 = -1291950.437662
  nChanged 191
		SP:Iteration 16Q (155265.220000 sec): 3 clusters
  Score: Raw -1295104.817330 + Penalty 3018.793983 = -1292086.023347
  nChanged 146
		SP:Iteration 17Q (155265.400000 sec): 3 clusters
  Score: Raw -1295217.284112 + Penalty 3018.793983 = -1292198.490130
  nChanged 125
		SP:Iteration 18Q (155265.540000 sec): 3 clusters
  Score: Raw -1295324.069429 + Penalty 3018.793983 = -1292305.275446
  nChanged 109
		SP:Iteration 19Q (155265.690000 sec): 3 clusters
  Score: Raw -1295428.266037 + Penalty 3018.793983 = -1292409.472054
  nChanged 78
		SP:Iteration 20F (155265.880000 sec): 3 clusters
  Score: Raw -1295495.974946 + Penalty 3018.793983 = -1292477.180963
  nChanged 68
		SP:Iteration 21Q (155266.010000 sec): 3 clusters
  Score: Raw -1295564.574643 + Penalty 3018.793983 = -1292545.780660
  nChanged 73
		SP:Iteration 22Q (155266.160000 sec): 3 clusters
  Score: Raw -1295619.442248 + Penalty 3018.793983 = -1292600.648266
  nChanged 60
		SP:Iteration 23Q (155266.330000 sec): 3 clusters
  Score: Raw -1295660.379707 + Penalty 3018.793983 = -1292641.585724
  nChanged 51
		SP:Iteration 24Q (155266.470000 sec): 3 clusters
  Score: Raw -1295691.981171 + Penalty 3018.793983 = -1292673.187189
  nChanged 35
		SP:Iteration 25Q (155266.620000 sec): 3 clusters
  Score: Raw -1295711.756800 + Penalty 3018.793983 = -1292692.962817
  nChanged 37
		SP:Iteration 26Q (155266.770000 sec): 3 clusters
  Score: Raw -1295732.651444 + Penalty 3018.793983 = -1292713.857461
  nChanged 25
		SP:Iteration 27Q (155266.910000 sec): 3 clusters
  Score: Raw -1295745.256298 + Penalty 3018.793983 = -1292726.462315
  nChanged 23
		SP:Iteration 28Q (155267.080000 sec): 3 clusters
  Score: Raw -1295757.667750 + Penalty 3018.793983 = -1292738.873767
  nChanged 19
		SP:Iteration 29Q (155267.230000 sec): 3 clusters
  Score: Raw -1295764.443657 + Penalty 3018.793983 = -1292745.649674
  nChanged 13
		SP:Iteration 30Q (155267.370000 sec): 3 clusters
  Score: Raw -1295771.616434 + Penalty 3018.793983 = -1292752.822451
  nChanged 8
		SP:Iteration 31Q (155267.540000 sec): 3 clusters
  Score: Raw -1295774.115682 + Penalty 3018.793983 = -1292755.321699
  nChanged 2
		SP:Iteration 32Q (155267.680000 sec): 3 clusters
  Score: Raw -1295774.479278 + Penalty 3018.793983 = -1292755.685296
  nChanged 1
		SP:Iteration 33Q (155267.830000 sec): 3 clusters
  Score: Raw -1295774.648822 + Penalty 3018.793983 = -1292755.854839
  nChanged 0
		SP:Iteration 34F (155268.020000 sec): 3 clusters
  Score: Raw -1295776.169298 + Penalty 3018.793983 = -1292757.375315
  nChanged 2
		SP:Iteration 35Q (155268.150000 sec): 3 clusters
  Score: Raw -1295777.522781 + Penalty 3018.793983 = -1292758.728798
  nChanged 0
		SP:Iteration 36F (155268.320000 sec): 3 clusters
  Score: Raw -1295777.522781 + Penalty 3018.793983 = -1292758.728798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155268.420000 sec): 2 clusters
  Score: Raw -929474.107622 + Penalty 1439.784996 = -928034.322626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155268.570000 sec): 3 clusters
  Score: Raw -925635.535685 + Penalty 2879.569992 = -922755.965693
  nChanged 2942
		SP:Iteration 1F (155268.680000 sec): 3 clusters
  Score: Raw -927182.440590 + Penalty 2879.569992 = -924302.870599
  nChanged 428
		SP:Iteration 2F (155268.780000 sec): 3 clusters
  Score: Raw -927386.370313 + Penalty 2879.569992 = -924506.800322
  nChanged 340
		SP:Iteration 3Q (155268.890000 sec): 3 clusters
  Score: Raw -927543.719803 + Penalty 2879.569992 = -924664.149812
  nChanged 330
		SP:Iteration 4Q (155269.000000 sec): 3 clusters
  Score: Raw -927714.427612 + Penalty 2879.569992 = -924834.857621
  nChanged 316
		SP:Iteration 5Q (155269.110000 sec): 3 clusters
  Score: Raw -927892.372438 + Penalty 2879.569992 = -925012.802446
  nChanged 362
		SP:Iteration 6F (155269.220000 sec): 3 clusters
  Score: Raw -928127.988439 + Penalty 2879.569992 = -925248.418448
  nChanged 349
		SP:Iteration 7Q (155269.320000 sec): 3 clusters
  Score: Raw -928386.970306 + Penalty 2879.569992 = -925507.400314
  nChanged 345
		SP:Iteration 8Q (155269.430000 sec): 3 clusters
  Score: Raw -928680.173788 + Penalty 2879.569992 = -925800.603796
  nChanged 312
		SP:Iteration 9Q (155269.550000 sec): 3 clusters
  Score: Raw -928963.289607 + Penalty 2879.569992 = -926083.719615
  nChanged 239
		SP:Iteration 10Q (155269.670000 sec): 3 clusters
  Score: Raw -929189.123010 + Penalty 2879.569992 = -926309.553019
  nChanged 153
		SP:Iteration 11Q (155269.790000 sec): 3 clusters
  Score: Raw -929355.220177 + Penalty 2879.569992 = -926475.650186
  nChanged 102
		SP:Iteration 12Q (155269.900000 sec): 3 clusters
  Score: Raw -929460.458377 + Penalty 2879.569992 = -926580.888385
  nChanged 64
		SP:Iteration 13Q (155270.020000 sec): 3 clusters
  Score: Raw -929528.114994 + Penalty 2879.569992 = -926648.545002
  nChanged 35
		SP:Iteration 14Q (155270.130000 sec): 3 clusters
  Score: Raw -929575.808519 + Penalty 2879.569992 = -926696.238527
  nChanged 21
		SP:Iteration 15Q (155270.250000 sec): 3 clusters
  Score: Raw -929600.011605 + Penalty 2879.569992 = -926720.441613
  nChanged 12
		SP:Iteration 16Q (155270.360000 sec): 3 clusters
  Score: Raw -929614.557927 + Penalty 2879.569992 = -926734.987936
  nChanged 9
		SP:Iteration 17Q (155270.480000 sec): 3 clusters
  Score: Raw -929626.635203 + Penalty 2879.569992 = -926747.065211
  nChanged 8
		SP:Iteration 18Q (155270.590000 sec): 3 clusters
  Score: Raw -929637.324981 + Penalty 2879.569992 = -926757.754989
  nChanged 8
		SP:Iteration 19Q (155270.710000 sec): 3 clusters
  Score: Raw -929644.610456 + Penalty 2879.569992 = -926765.040465
  nChanged 4
		SP:Iteration 20F (155270.830000 sec): 3 clusters
  Score: Raw -929649.618966 + Penalty 2879.569992 = -926770.048975
  nChanged 3
		SP:Iteration 21Q (155270.940000 sec): 3 clusters
  Score: Raw -929654.122023 + Penalty 2879.569992 = -926774.552031
  nChanged 3
		SP:Iteration 22Q (155271.050000 sec): 3 clusters
  Score: Raw -929660.633112 + Penalty 2879.569992 = -926781.063120
  nChanged 3
		SP:Iteration 23Q (155271.160000 sec): 3 clusters
  Score: Raw -929665.759265 + Penalty 2879.569992 = -926786.189273
  nChanged 4
		SP:Iteration 24Q (155271.280000 sec): 3 clusters
  Score: Raw -929672.522289 + Penalty 2879.569992 = -926792.952297
  nChanged 2
		SP:Iteration 25Q (155271.390000 sec): 3 clusters
  Score: Raw -929674.900380 + Penalty 2879.569992 = -926795.330388
  nChanged 4
		SP:Iteration 26Q (155271.500000 sec): 3 clusters
  Score: Raw -929679.072372 + Penalty 2879.569992 = -926799.502381
  nChanged 3
		SP:Iteration 27Q (155271.620000 sec): 3 clusters
  Score: Raw -929683.501185 + Penalty 2879.569992 = -926803.931193
  nChanged 1
		SP:Iteration 28Q (155271.730000 sec): 3 clusters
  Score: Raw -929684.729083 + Penalty 2879.569992 = -926805.159091
  nChanged 0
		SP:Iteration 29F (155271.850000 sec): 3 clusters
  Score: Raw -929684.729083 + Penalty 2879.569992 = -926805.159091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155271.960000 sec): 2 clusters
  Score: Raw -1067452.328053 + Penalty 1477.487746 = -1065974.840307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155272.120000 sec): 3 clusters
  Score: Raw -1062495.598150 + Penalty 2954.975492 = -1059540.622658
  nChanged 3763
		SP:Iteration 1F (155272.250000 sec): 3 clusters
  Score: Raw -1064576.630779 + Penalty 2954.975492 = -1061621.655287
  nChanged 656
		SP:Iteration 2F (155272.370000 sec): 3 clusters
  Score: Raw -1064925.588009 + Penalty 2954.975492 = -1061970.612517
  nChanged 542
		SP:Iteration 3F (155272.500000 sec): 3 clusters
  Score: Raw -1065221.019956 + Penalty 2954.975492 = -1062266.044464
  nChanged 480
		SP:Iteration 4F (155272.650000 sec): 3 clusters
  Score: Raw -1065498.138305 + Penalty 2954.975492 = -1062543.162813
  nChanged 490
		SP:Iteration 5F (155272.810000 sec): 3 clusters
  Score: Raw -1065769.332554 + Penalty 2954.975492 = -1062814.357062
  nChanged 456
		SP:Iteration 6F (155272.960000 sec): 3 clusters
  Score: Raw -1066009.702701 + Penalty 2954.975492 = -1063054.727209
  nChanged 381
		SP:Iteration 7Q (155273.100000 sec): 3 clusters
  Score: Raw -1066181.165560 + Penalty 2954.975492 = -1063226.190068
  nChanged 314
		SP:Iteration 8Q (155273.230000 sec): 3 clusters
  Score: Raw -1066322.621148 + Penalty 2954.975492 = -1063367.645655
  nChanged 267
		SP:Iteration 9Q (155273.360000 sec): 3 clusters
  Score: Raw -1066424.467802 + Penalty 2954.975492 = -1063469.492310
  nChanged 195
		SP:Iteration 10Q (155273.490000 sec): 3 clusters
  Score: Raw -1066484.056342 + Penalty 2954.975492 = -1063529.080850
  nChanged 156
		SP:Iteration 11Q (155273.630000 sec): 3 clusters
  Score: Raw -1066539.636413 + Penalty 2954.975492 = -1063584.660921
  nChanged 159
		SP:Iteration 12Q (155273.760000 sec): 3 clusters
  Score: Raw -1066597.521112 + Penalty 2954.975492 = -1063642.545620
  nChanged 160
		SP:Iteration 13Q (155273.900000 sec): 3 clusters
  Score: Raw -1066657.740941 + Penalty 2954.975492 = -1063702.765449
  nChanged 145
		SP:Iteration 14Q (155274.030000 sec): 3 clusters
  Score: Raw -1066711.679374 + Penalty 2954.975492 = -1063756.703882
  nChanged 135
		SP:Iteration 15Q (155274.170000 sec): 3 clusters
  Score: Raw -1066766.150781 + Penalty 2954.975492 = -1063811.175289
  nChanged 144
		SP:Iteration 16Q (155274.300000 sec): 3 clusters
  Score: Raw -1066833.939900 + Penalty 2954.975492 = -1063878.964408
  nChanged 179
		SP:Iteration 17Q (155274.440000 sec): 3 clusters
  Score: Raw -1066925.121987 + Penalty 2954.975492 = -1063970.146495
  nChanged 172
		SP:Iteration 18Q (155274.580000 sec): 3 clusters
  Score: Raw -1067034.229556 + Penalty 2954.975492 = -1064079.254064
  nChanged 195
		SP:Iteration 19Q (155274.720000 sec): 3 clusters
  Score: Raw -1067165.348791 + Penalty 2954.975492 = -1064210.373298
  nChanged 179
		SP:Iteration 20F (155274.870000 sec): 3 clusters
  Score: Raw -1067279.135348 + Penalty 2954.975492 = -1064324.159855
  nChanged 189
		SP:Iteration 21Q (155275.000000 sec): 3 clusters
  Score: Raw -1067390.790112 + Penalty 2954.975492 = -1064435.814620
  nChanged 164
		SP:Iteration 22Q (155275.130000 sec): 3 clusters
  Score: Raw -1067486.885199 + Penalty 2954.975492 = -1064531.909706
  nChanged 155
		SP:Iteration 23Q (155275.250000 sec): 3 clusters
  Score: Raw -1067582.373509 + Penalty 2954.975492 = -1064627.398017
  nChanged 137
		SP:Iteration 24Q (155275.390000 sec): 3 clusters
  Score: Raw -1067668.873690 + Penalty 2954.975492 = -1064713.898198
  nChanged 114
		SP:Iteration 25Q (155275.530000 sec): 3 clusters
  Score: Raw -1067729.464690 + Penalty 2954.975492 = -1064774.489198
  nChanged 84
		SP:Iteration 26Q (155275.670000 sec): 3 clusters
  Score: Raw -1067783.043609 + Penalty 2954.975492 = -1064828.068117
  nChanged 81
		SP:Iteration 27Q (155275.800000 sec): 3 clusters
  Score: Raw -1067830.940598 + Penalty 2954.975492 = -1064875.965106
  nChanged 63
		SP:Iteration 28Q (155275.940000 sec): 3 clusters
  Score: Raw -1067859.086424 + Penalty 2954.975492 = -1064904.110932
  nChanged 38
		SP:Iteration 29Q (155276.070000 sec): 3 clusters
  Score: Raw -1067876.216407 + Penalty 2954.975492 = -1064921.240915
  nChanged 32
		SP:Iteration 30Q (155276.200000 sec): 3 clusters
  Score: Raw -1067890.446938 + Penalty 2954.975492 = -1064935.471446
  nChanged 26
		SP:Iteration 31Q (155276.320000 sec): 3 clusters
  Score: Raw -1067904.036610 + Penalty 2954.975492 = -1064949.061118
  nChanged 23
		SP:Iteration 32Q (155276.440000 sec): 3 clusters
  Score: Raw -1067913.685367 + Penalty 2954.975492 = -1064958.709875
  nChanged 19
		SP:Iteration 33Q (155276.570000 sec): 3 clusters
  Score: Raw -1067921.682746 + Penalty 2954.975492 = -1064966.707254
  nChanged 11
		SP:Iteration 34Q (155276.700000 sec): 3 clusters
  Score: Raw -1067925.006301 + Penalty 2954.975492 = -1064970.030809
  nChanged 7
		SP:Iteration 35Q (155276.830000 sec): 3 clusters
  Score: Raw -1067928.659064 + Penalty 2954.975492 = -1064973.683572
  nChanged 10
		SP:Iteration 36Q (155276.960000 sec): 3 clusters
  Score: Raw -1067932.370270 + Penalty 2954.975492 = -1064977.394778
  nChanged 11
		SP:Iteration 37Q (155277.080000 sec): 3 clusters
  Score: Raw -1067937.581312 + Penalty 2954.975492 = -1064982.605820
  nChanged 6
		SP:Iteration 38Q (155277.210000 sec): 3 clusters
  Score: Raw -1067940.227822 + Penalty 2954.975492 = -1064985.252330
  nChanged 11
		SP:Iteration 39Q (155277.340000 sec): 3 clusters
  Score: Raw -1067945.128912 + Penalty 2954.975492 = -1064990.153420
  nChanged 10
		SP:Iteration 40F (155277.480000 sec): 3 clusters
  Score: Raw -1067949.561289 + Penalty 2954.975492 = -1064994.585797
  nChanged 8
		SP:Iteration 41Q (155277.600000 sec): 3 clusters
  Score: Raw -1067952.796528 + Penalty 2954.975492 = -1064997.821036
  nChanged 9
		SP:Iteration 42Q (155277.730000 sec): 3 clusters
  Score: Raw -1067955.403862 + Penalty 2954.975492 = -1065000.428370
  nChanged 4
		SP:Iteration 43Q (155277.850000 sec): 3 clusters
  Score: Raw -1067956.699623 + Penalty 2954.975492 = -1065001.724131
  nChanged 5
		SP:Iteration 44Q (155277.970000 sec): 3 clusters
  Score: Raw -1067958.622506 + Penalty 2954.975492 = -1065003.647014
  nChanged 7
		SP:Iteration 45Q (155278.090000 sec): 3 clusters
  Score: Raw -1067961.296877 + Penalty 2954.975492 = -1065006.321385
  nChanged 3
		SP:Iteration 46Q (155278.220000 sec): 3 clusters
  Score: Raw -1067962.081299 + Penalty 2954.975492 = -1065007.105806
  nChanged 0
		SP:Iteration 47F (155278.350000 sec): 3 clusters
  Score: Raw -1067962.081299 + Penalty 2954.975492 = -1065007.105806
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155278.430000 sec): 2 clusters
  Score: Raw -264986.941918 + Penalty 1265.247171 = -263721.694747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155278.490000 sec): 3 clusters
  Score: Raw -263896.059240 + Penalty 2530.494342 = -261365.564898
  nChanged 861
		SP:Iteration 1F (155278.560000 sec): 3 clusters
  Score: Raw -264426.530941 + Penalty 2530.494342 = -261896.036599
  nChanged 183
		SP:Iteration 2F (155278.600000 sec): 3 clusters
  Score: Raw -264564.526107 + Penalty 2530.494342 = -262034.031765
  nChanged 148
		SP:Iteration 3F (155278.640000 sec): 3 clusters
  Score: Raw -264678.446671 + Penalty 2530.494342 = -262147.952328
  nChanged 113
		SP:Iteration 4Q (155278.690000 sec): 3 clusters
  Score: Raw -264754.749644 + Penalty 2530.494342 = -262224.255302
  nChanged 89
		SP:Iteration 5Q (155278.730000 sec): 3 clusters
  Score: Raw -264809.912846 + Penalty 2530.494342 = -262279.418503
  nChanged 81
		SP:Iteration 6Q (155278.780000 sec): 3 clusters
  Score: Raw -264860.357510 + Penalty 2530.494342 = -262329.863167
  nChanged 74
		SP:Iteration 7Q (155278.820000 sec): 3 clusters
  Score: Raw -264923.853787 + Penalty 2530.494342 = -262393.359444
  nChanged 79
		SP:Iteration 8Q (155278.860000 sec): 3 clusters
  Score: Raw -264994.414615 + Penalty 2530.494342 = -262463.920272
  nChanged 75
		SP:Iteration 9Q (155278.910000 sec): 3 clusters
  Score: Raw -265052.921143 + Penalty 2530.494342 = -262522.426801
  nChanged 67
		SP:Iteration 10Q (155278.950000 sec): 3 clusters
  Score: Raw -265102.562305 + Penalty 2530.494342 = -262572.067963
  nChanged 64
		SP:Iteration 11Q (155279.000000 sec): 3 clusters
  Score: Raw -265159.814014 + Penalty 2530.494342 = -262629.319672
  nChanged 54
		SP:Iteration 12Q (155279.040000 sec): 3 clusters
  Score: Raw -265202.571171 + Penalty 2530.494342 = -262672.076829
  nChanged 46
		SP:Iteration 13Q (155279.080000 sec): 3 clusters
  Score: Raw -265234.357032 + Penalty 2530.494342 = -262703.862690
  nChanged 32
		SP:Iteration 14Q (155279.130000 sec): 3 clusters
  Score: Raw -265261.277863 + Penalty 2530.494342 = -262730.783521
  nChanged 34
		SP:Iteration 15Q (155279.170000 sec): 3 clusters
  Score: Raw -265291.333639 + Penalty 2530.494342 = -262760.839297
  nChanged 32
		SP:Iteration 16Q (155279.220000 sec): 3 clusters
  Score: Raw -265306.799667 + Penalty 2530.494342 = -262776.305324
  nChanged 22
		SP:Iteration 17Q (155279.260000 sec): 3 clusters
  Score: Raw -265318.363400 + Penalty 2530.494342 = -262787.869058
  nChanged 25
		SP:Iteration 18Q (155279.300000 sec): 3 clusters
  Score: Raw -265334.264915 + Penalty 2530.494342 = -262803.770573
  nChanged 19
		SP:Iteration 19Q (155279.340000 sec): 3 clusters
  Score: Raw -265350.085979 + Penalty 2530.494342 = -262819.591637
  nChanged 24
		SP:Iteration 20F (155279.390000 sec): 3 clusters
  Score: Raw -265366.795271 + Penalty 2530.494342 = -262836.300928
  nChanged 20
		SP:Iteration 21Q (155279.430000 sec): 3 clusters
  Score: Raw -265377.042658 + Penalty 2530.494342 = -262846.548316
  nChanged 16
		SP:Iteration 22Q (155279.480000 sec): 3 clusters
  Score: Raw -265384.132796 + Penalty 2530.494342 = -262853.638454
  nChanged 8
		SP:Iteration 23Q (155279.520000 sec): 3 clusters
  Score: Raw -265389.567259 + Penalty 2530.494342 = -262859.072917
  nChanged 6
		SP:Iteration 24Q (155279.560000 sec): 3 clusters
  Score: Raw -265392.881247 + Penalty 2530.494342 = -262862.386905
  nChanged 8
		SP:Iteration 25Q (155279.600000 sec): 3 clusters
  Score: Raw -265396.996413 + Penalty 2530.494342 = -262866.502071
  nChanged 10
		SP:Iteration 26Q (155279.650000 sec): 3 clusters
  Score: Raw -265401.006785 + Penalty 2530.494342 = -262870.512442
  nChanged 8
		SP:Iteration 27Q (155279.690000 sec): 3 clusters
  Score: Raw -265403.645318 + Penalty 2530.494342 = -262873.150976
  nChanged 7
		SP:Iteration 28Q (155279.740000 sec): 3 clusters
  Score: Raw -265407.524273 + Penalty 2530.494342 = -262877.029931
  nChanged 7
		SP:Iteration 29Q (155279.780000 sec): 3 clusters
  Score: Raw -265413.004487 + Penalty 2530.494342 = -262882.510145
  nChanged 9
		SP:Iteration 30Q (155279.820000 sec): 3 clusters
  Score: Raw -265416.778962 + Penalty 2530.494342 = -262886.284620
  nChanged 5
		SP:Iteration 31Q (155279.860000 sec): 3 clusters
  Score: Raw -265418.448063 + Penalty 2530.494342 = -262887.953720
  nChanged 2
		SP:Iteration 32Q (155279.910000 sec): 3 clusters
  Score: Raw -265419.376514 + Penalty 2530.494342 = -262888.882172
  nChanged 5
		SP:Iteration 33Q (155279.950000 sec): 3 clusters
  Score: Raw -265420.899709 + Penalty 2530.494342 = -262890.405367
  nChanged 3
		SP:Iteration 34Q (155279.990000 sec): 3 clusters
  Score: Raw -265422.926721 + Penalty 2530.494342 = -262892.432379
  nChanged 3
		SP:Iteration 35Q (155280.040000 sec): 3 clusters
  Score: Raw -265424.152456 + Penalty 2530.494342 = -262893.658114
  nChanged 3
		SP:Iteration 36Q (155280.080000 sec): 3 clusters
  Score: Raw -265426.043606 + Penalty 2530.494342 = -262895.549264
  nChanged 2
		SP:Iteration 37Q (155280.120000 sec): 3 clusters
  Score: Raw -265427.053022 + Penalty 2530.494342 = -262896.558680
  nChanged 2
		SP:Iteration 38Q (155280.170000 sec): 3 clusters
  Score: Raw -265427.605170 + Penalty 2530.494342 = -262897.110828
  nChanged 2
		SP:Iteration 39Q (155280.210000 sec): 3 clusters
  Score: Raw -265428.450874 + Penalty 2530.494342 = -262897.956532
  nChanged 1
		SP:Iteration 40F (155280.250000 sec): 3 clusters
  Score: Raw -265428.671556 + Penalty 2530.494342 = -262898.177214
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155280.310000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155280.330000 sec): 3 clusters
  Score: Raw -71900.540028 + Penalty 2084.906512 = -69815.633516
  nChanged 159
		SP:Iteration 1F (155280.340000 sec): 3 clusters
  Score: Raw -72117.512349 + Penalty 2084.906512 = -70032.605837
  nChanged 52
		SP:Iteration 2F (155280.350000 sec): 3 clusters
  Score: Raw -72214.133343 + Penalty 2084.906512 = -70129.226831
  nChanged 29
		SP:Iteration 3Q (155280.360000 sec): 3 clusters
  Score: Raw -72304.251372 + Penalty 2084.906512 = -70219.344860
  nChanged 23
		SP:Iteration 4Q (155280.380000 sec): 3 clusters
  Score: Raw -72340.324055 + Penalty 2084.906512 = -70255.417543
  nChanged 13
		SP:Iteration 5Q (155280.390000 sec): 3 clusters
  Score: Raw -72352.941622 + Penalty 2084.906512 = -70268.035111
  nChanged 7
		SP:Iteration 6Q (155280.400000 sec): 3 clusters
  Score: Raw -72360.038618 + Penalty 2084.906512 = -70275.132106
  nChanged 5
		SP:Iteration 7Q (155280.410000 sec): 3 clusters
  Score: Raw -72370.451683 + Penalty 2084.906512 = -70285.545171
  nChanged 8
		SP:Iteration 8Q (155280.420000 sec): 3 clusters
  Score: Raw -72386.238239 + Penalty 2084.906512 = -70301.331728
  nChanged 6
		SP:Iteration 9Q (155280.440000 sec): 3 clusters
  Score: Raw -72397.491423 + Penalty 2084.906512 = -70312.584911
  nChanged 7
		SP:Iteration 10Q (155280.450000 sec): 3 clusters
  Score: Raw -72474.973754 + Penalty 2084.906512 = -70390.067242
  nChanged 13
		SP:Iteration 11Q (155280.460000 sec): 3 clusters
  Score: Raw -72640.302756 + Penalty 2084.906512 = -70555.396245
  nChanged 23
		SP:Iteration 12Q (155280.480000 sec): 3 clusters
  Score: Raw -72701.154561 + Penalty 2084.906512 = -70616.248049
  nChanged 19
		SP:Iteration 13Q (155280.490000 sec): 3 clusters
  Score: Raw -72753.406132 + Penalty 2084.906512 = -70668.499621
  nChanged 18
		SP:Iteration 14Q (155280.500000 sec): 3 clusters
  Score: Raw -72782.066847 + Penalty 2084.906512 = -70697.160335
  nChanged 15
		SP:Iteration 15Q (155280.510000 sec): 3 clusters
  Score: Raw -72815.654061 + Penalty 2084.906512 = -70730.747550
  nChanged 9
		SP:Iteration 16Q (155280.520000 sec): 3 clusters
  Score: Raw -72833.309463 + Penalty 2084.906512 = -70748.402951
  nChanged 7
		SP:Iteration 17Q (155280.540000 sec): 3 clusters
  Score: Raw -72860.824516 + Penalty 2084.906512 = -70775.918005
  nChanged 10
		SP:Iteration 18Q (155280.550000 sec): 3 clusters
  Score: Raw -72876.665313 + Penalty 2084.906512 = -70791.758802
  nChanged 4
		SP:Iteration 19Q (155280.560000 sec): 3 clusters
  Score: Raw -72884.924542 + Penalty 2084.906512 = -70800.018030
  nChanged 2
		SP:Iteration 20F (155280.570000 sec): 3 clusters
  Score: Raw -72890.042535 + Penalty 2084.906512 = -70805.136023
  nChanged 4
		SP:Iteration 21Q (155280.580000 sec): 3 clusters
  Score: Raw -72898.027336 + Penalty 2084.906512 = -70813.120824
  nChanged 2
		SP:Iteration 22Q (155280.600000 sec): 3 clusters
  Score: Raw -72900.047375 + Penalty 2084.906512 = -70815.140864
  nChanged 0
		SP:Iteration 23F (155280.610000 sec): 3 clusters
  Score: Raw -72900.047375 + Penalty 2084.906512 = -70815.140864
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155280.720000 sec): 2 clusters
  Score: Raw -823164.692328 + Penalty 1440.360544 = -821724.331785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155280.860000 sec): 3 clusters
  Score: Raw -819323.341284 + Penalty 2880.721087 = -816442.620197
  nChanged 2954
		SP:Iteration 1F (155280.970000 sec): 3 clusters
  Score: Raw -820961.987437 + Penalty 2880.721087 = -818081.266350
  nChanged 484
		SP:Iteration 2F (155281.080000 sec): 3 clusters
  Score: Raw -821207.381029 + Penalty 2880.721087 = -818326.659941
  nChanged 398
		SP:Iteration 3F (155281.190000 sec): 3 clusters
  Score: Raw -821392.254664 + Penalty 2880.721087 = -818511.533577
  nChanged 327
		SP:Iteration 4Q (155281.300000 sec): 3 clusters
  Score: Raw -821534.907724 + Penalty 2880.721087 = -818654.186637
  nChanged 282
		SP:Iteration 5Q (155281.410000 sec): 3 clusters
  Score: Raw -821665.195435 + Penalty 2880.721087 = -818784.474348
  nChanged 265
		SP:Iteration 6Q (155281.510000 sec): 3 clusters
  Score: Raw -821794.650038 + Penalty 2880.721087 = -818913.928951
  nChanged 274
		SP:Iteration 7Q (155281.630000 sec): 3 clusters
  Score: Raw -821922.519240 + Penalty 2880.721087 = -819041.798152
  nChanged 246
		SP:Iteration 8Q (155281.750000 sec): 3 clusters
  Score: Raw -822040.859185 + Penalty 2880.721087 = -819160.138098
  nChanged 226
		SP:Iteration 9Q (155281.870000 sec): 3 clusters
  Score: Raw -822152.015962 + Penalty 2880.721087 = -819271.294875
  nChanged 219
		SP:Iteration 10Q (155281.990000 sec): 3 clusters
  Score: Raw -822273.352287 + Penalty 2880.721087 = -819392.631199
  nChanged 195
		SP:Iteration 11Q (155282.110000 sec): 3 clusters
  Score: Raw -822379.923563 + Penalty 2880.721087 = -819499.202476
  nChanged 177
		SP:Iteration 12Q (155282.230000 sec): 3 clusters
  Score: Raw -822473.583868 + Penalty 2880.721087 = -819592.862781
  nChanged 149
		SP:Iteration 13Q (155282.360000 sec): 3 clusters
  Score: Raw -822551.573199 + Penalty 2880.721087 = -819670.852112
  nChanged 139
		SP:Iteration 14Q (155282.480000 sec): 3 clusters
  Score: Raw -822622.361575 + Penalty 2880.721087 = -819741.640487
  nChanged 121
		SP:Iteration 15Q (155282.600000 sec): 3 clusters
  Score: Raw -822693.977888 + Penalty 2880.721087 = -819813.256800
  nChanged 117
		SP:Iteration 16Q (155282.720000 sec): 3 clusters
  Score: Raw -822777.446795 + Penalty 2880.721087 = -819896.725708
  nChanged 122
		SP:Iteration 17Q (155282.840000 sec): 3 clusters
  Score: Raw -822867.774025 + Penalty 2880.721087 = -819987.052937
  nChanged 95
		SP:Iteration 18Q (155282.960000 sec): 3 clusters
  Score: Raw -822943.540745 + Penalty 2880.721087 = -820062.819658
  nChanged 88
		SP:Iteration 19Q (155283.080000 sec): 3 clusters
  Score: Raw -823009.703203 + Penalty 2880.721087 = -820128.982116
  nChanged 83
		SP:Iteration 20F (155283.200000 sec): 3 clusters
  Score: Raw -823062.386439 + Penalty 2880.721087 = -820181.665352
  nChanged 62
		SP:Iteration 21Q (155283.320000 sec): 3 clusters
  Score: Raw -823103.678597 + Penalty 2880.721087 = -820222.957510
  nChanged 53
		SP:Iteration 22Q (155283.430000 sec): 3 clusters
  Score: Raw -823137.780168 + Penalty 2880.721087 = -820257.059080
  nChanged 43
		SP:Iteration 23Q (155283.550000 sec): 3 clusters
  Score: Raw -823167.183294 + Penalty 2880.721087 = -820286.462207
  nChanged 33
		SP:Iteration 24Q (155283.670000 sec): 3 clusters
  Score: Raw -823189.464777 + Penalty 2880.721087 = -820308.743689
  nChanged 31
		SP:Iteration 25Q (155283.780000 sec): 3 clusters
  Score: Raw -823207.594431 + Penalty 2880.721087 = -820326.873343
  nChanged 23
		SP:Iteration 26Q (155283.890000 sec): 3 clusters
  Score: Raw -823223.456474 + Penalty 2880.721087 = -820342.735387
  nChanged 20
		SP:Iteration 27Q (155284.020000 sec): 3 clusters
  Score: Raw -823236.112738 + Penalty 2880.721087 = -820355.391650
  nChanged 15
		SP:Iteration 28Q (155284.130000 sec): 3 clusters
  Score: Raw -823244.400612 + Penalty 2880.721087 = -820363.679524
  nChanged 13
		SP:Iteration 29Q (155284.250000 sec): 3 clusters
  Score: Raw -823252.701650 + Penalty 2880.721087 = -820371.980563
  nChanged 15
		SP:Iteration 30Q (155284.360000 sec): 3 clusters
  Score: Raw -823259.767825 + Penalty 2880.721087 = -820379.046738
  nChanged 9
		SP:Iteration 31Q (155284.480000 sec): 3 clusters
  Score: Raw -823263.757602 + Penalty 2880.721087 = -820383.036515
  nChanged 11
		SP:Iteration 32Q (155284.590000 sec): 3 clusters
  Score: Raw -823272.523301 + Penalty 2880.721087 = -820391.802214
  nChanged 14
		SP:Iteration 33Q (155284.710000 sec): 3 clusters
  Score: Raw -823280.666580 + Penalty 2880.721087 = -820399.945493
  nChanged 9
		SP:Iteration 34Q (155284.820000 sec): 3 clusters
  Score: Raw -823285.582710 + Penalty 2880.721087 = -820404.861623
  nChanged 12
		SP:Iteration 35Q (155284.940000 sec): 3 clusters
  Score: Raw -823292.551517 + Penalty 2880.721087 = -820411.830429
  nChanged 12
		SP:Iteration 36Q (155285.050000 sec): 3 clusters
  Score: Raw -823300.025839 + Penalty 2880.721087 = -820419.304752
  nChanged 8
		SP:Iteration 37Q (155285.170000 sec): 3 clusters
  Score: Raw -823305.525729 + Penalty 2880.721087 = -820424.804642
  nChanged 7
		SP:Iteration 38Q (155285.270000 sec): 3 clusters
  Score: Raw -823309.429940 + Penalty 2880.721087 = -820428.708853
  nChanged 9
		SP:Iteration 39Q (155285.390000 sec): 3 clusters
  Score: Raw -823314.083480 + Penalty 2880.721087 = -820433.362392
  nChanged 4
		SP:Iteration 40F (155285.510000 sec): 3 clusters
  Score: Raw -823315.187968 + Penalty 2880.721087 = -820434.466881
  nChanged 3
		SP:Iteration 41Q (155285.630000 sec): 3 clusters
  Score: Raw -823316.137205 + Penalty 2880.721087 = -820435.416118
  nChanged 1
		SP:Iteration 42Q (155285.740000 sec): 3 clusters
  Score: Raw -823316.387336 + Penalty 2880.721087 = -820435.666249
  nChanged 1
		SP:Iteration 43Q (155285.860000 sec): 3 clusters
  Score: Raw -823316.843374 + Penalty 2880.721087 = -820436.122287
  nChanged 1
		SP:Iteration 44Q (155285.970000 sec): 3 clusters
  Score: Raw -823317.382197 + Penalty 2880.721087 = -820436.661110
  nChanged 2
		SP:Iteration 45Q (155286.100000 sec): 3 clusters
  Score: Raw -823318.465244 + Penalty 2880.721087 = -820437.744156
  nChanged 4
		SP:Iteration 46Q (155286.220000 sec): 3 clusters
  Score: Raw -823321.087172 + Penalty 2880.721087 = -820440.366085
  nChanged 7
		SP:Iteration 47Q (155286.330000 sec): 3 clusters
  Score: Raw -823325.408390 + Penalty 2880.721087 = -820444.687302
  nChanged 3
		SP:Iteration 48Q (155286.450000 sec): 3 clusters
  Score: Raw -823326.223037 + Penalty 2880.721087 = -820445.501950
  nChanged 1
		SP:Iteration 49Q (155286.560000 sec): 3 clusters
  Score: Raw -823326.532032 + Penalty 2880.721087 = -820445.810945
  nChanged 0
		SP:Iteration 50F (155286.680000 sec): 3 clusters
  Score: Raw -823326.532032 + Penalty 2880.721087 = -820445.810945
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155286.780000 sec): 2 clusters
  Score: Raw -704241.711134 + Penalty 1415.556006 = -702826.155128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155286.890000 sec): 3 clusters
  Score: Raw -701014.743920 + Penalty 2831.112012 = -698183.631907
  nChanged 2442
		SP:Iteration 1F (155286.990000 sec): 3 clusters
  Score: Raw -702289.245010 + Penalty 2831.112012 = -699458.132998
  nChanged 414
		SP:Iteration 2F (155287.090000 sec): 3 clusters
  Score: Raw -702489.658454 + Penalty 2831.112012 = -699658.546442
  nChanged 293
		SP:Iteration 3Q (155287.200000 sec): 3 clusters
  Score: Raw -702616.125741 + Penalty 2831.112012 = -699785.013728
  nChanged 223
		SP:Iteration 4Q (155287.300000 sec): 3 clusters
  Score: Raw -702710.515831 + Penalty 2831.112012 = -699879.403818
  nChanged 214
		SP:Iteration 5Q (155287.400000 sec): 3 clusters
  Score: Raw -702814.785406 + Penalty 2831.112012 = -699983.673394
  nChanged 212
		SP:Iteration 6Q (155287.510000 sec): 3 clusters
  Score: Raw -702916.640878 + Penalty 2831.112012 = -700085.528866
  nChanged 195
		SP:Iteration 7Q (155287.610000 sec): 3 clusters
  Score: Raw -703008.996098 + Penalty 2831.112012 = -700177.884086
  nChanged 172
		SP:Iteration 8Q (155287.710000 sec): 3 clusters
  Score: Raw -703078.159999 + Penalty 2831.112012 = -700247.047987
  nChanged 158
		SP:Iteration 9Q (155287.810000 sec): 3 clusters
  Score: Raw -703137.804421 + Penalty 2831.112012 = -700306.692409
  nChanged 136
		SP:Iteration 10Q (155287.910000 sec): 3 clusters
  Score: Raw -703189.403414 + Penalty 2831.112012 = -700358.291402
  nChanged 128
		SP:Iteration 11Q (155288.010000 sec): 3 clusters
  Score: Raw -703239.554026 + Penalty 2831.112012 = -700408.442014
  nChanged 120
		SP:Iteration 12Q (155288.110000 sec): 3 clusters
  Score: Raw -703283.008924 + Penalty 2831.112012 = -700451.896912
  nChanged 118
		SP:Iteration 13Q (155288.210000 sec): 3 clusters
  Score: Raw -703327.751792 + Penalty 2831.112012 = -700496.639780
  nChanged 103
		SP:Iteration 14Q (155288.310000 sec): 3 clusters
  Score: Raw -703362.507763 + Penalty 2831.112012 = -700531.395751
  nChanged 98
		SP:Iteration 15Q (155288.420000 sec): 3 clusters
  Score: Raw -703397.562607 + Penalty 2831.112012 = -700566.450595
  nChanged 89
		SP:Iteration 16Q (155288.520000 sec): 3 clusters
  Score: Raw -703430.039950 + Penalty 2831.112012 = -700598.927937
  nChanged 84
		SP:Iteration 17Q (155288.620000 sec): 3 clusters
  Score: Raw -703458.950784 + Penalty 2831.112012 = -700627.838771
  nChanged 73
		SP:Iteration 18Q (155288.720000 sec): 3 clusters
  Score: Raw -703481.025132 + Penalty 2831.112012 = -700649.913120
  nChanged 59
		SP:Iteration 19Q (155288.820000 sec): 3 clusters
  Score: Raw -703496.498887 + Penalty 2831.112012 = -700665.386874
  nChanged 52
		SP:Iteration 20F (155288.920000 sec): 3 clusters
  Score: Raw -703515.184870 + Penalty 2831.112012 = -700684.072858
  nChanged 69
		SP:Iteration 21Q (155289.020000 sec): 3 clusters
  Score: Raw -703538.563472 + Penalty 2831.112012 = -700707.451460
  nChanged 70
		SP:Iteration 22Q (155289.120000 sec): 3 clusters
  Score: Raw -703560.967162 + Penalty 2831.112012 = -700729.855150
  nChanged 70
		SP:Iteration 23Q (155289.220000 sec): 3 clusters
  Score: Raw -703585.380115 + Penalty 2831.112012 = -700754.268102
  nChanged 57
		SP:Iteration 24Q (155289.320000 sec): 3 clusters
  Score: Raw -703614.714117 + Penalty 2831.112012 = -700783.602105
  nChanged 74
		SP:Iteration 25Q (155289.420000 sec): 3 clusters
  Score: Raw -703651.005948 + Penalty 2831.112012 = -700819.893935
  nChanged 84
		SP:Iteration 26Q (155289.520000 sec): 3 clusters
  Score: Raw -703689.596179 + Penalty 2831.112012 = -700858.484167
  nChanged 94
		SP:Iteration 27Q (155289.620000 sec): 3 clusters
  Score: Raw -703732.697828 + Penalty 2831.112012 = -700901.585816
  nChanged 100
		SP:Iteration 28Q (155289.720000 sec): 3 clusters
  Score: Raw -703783.439373 + Penalty 2831.112012 = -700952.327361
  nChanged 106
		SP:Iteration 29Q (155289.820000 sec): 3 clusters
  Score: Raw -703837.113009 + Penalty 2831.112012 = -701006.000997
  nChanged 89
		SP:Iteration 30Q (155289.930000 sec): 3 clusters
  Score: Raw -703902.216627 + Penalty 2831.112012 = -701071.104615
  nChanged 91
		SP:Iteration 31Q (155290.030000 sec): 3 clusters
  Score: Raw -703965.658178 + Penalty 2831.112012 = -701134.546166
  nChanged 100
		SP:Iteration 32Q (155290.120000 sec): 3 clusters
  Score: Raw -704040.901154 + Penalty 2831.112012 = -701209.789141
  nChanged 108
		SP:Iteration 33Q (155290.220000 sec): 3 clusters
  Score: Raw -704138.635812 + Penalty 2831.112012 = -701307.523799
  nChanged 94
		SP:Iteration 34Q (155290.320000 sec): 3 clusters
  Score: Raw -704192.043855 + Penalty 2831.112012 = -701360.931843
  nChanged 73
		SP:Iteration 35Q (155290.420000 sec): 3 clusters
  Score: Raw -704229.816972 + Penalty 2831.112012 = -701398.704960
  nChanged 78
		SP:Iteration 36Q (155290.510000 sec): 3 clusters
  Score: Raw -704261.091612 + Penalty 2831.112012 = -701429.979600
  nChanged 78
		SP:Iteration 37Q (155290.610000 sec): 3 clusters
  Score: Raw -704288.143864 + Penalty 2831.112012 = -701457.031851
  nChanged 63
		SP:Iteration 38Q (155290.710000 sec): 3 clusters
  Score: Raw -704311.789425 + Penalty 2831.112012 = -701480.677413
  nChanged 50
		SP:Iteration 39Q (155290.800000 sec): 3 clusters
  Score: Raw -704328.464346 + Penalty 2831.112012 = -701497.352334
  nChanged 46
		SP:Iteration 40F (155290.900000 sec): 3 clusters
  Score: Raw -704343.655360 + Penalty 2831.112012 = -701512.543348
  nChanged 44
		SP:Iteration 41Q (155291.000000 sec): 3 clusters
  Score: Raw -704360.708424 + Penalty 2831.112012 = -701529.596412
  nChanged 41
		SP:Iteration 42Q (155291.100000 sec): 3 clusters
  Score: Raw -704374.258733 + Penalty 2831.112012 = -701543.146721
  nChanged 42
		SP:Iteration 43Q (155291.190000 sec): 3 clusters
  Score: Raw -704387.904792 + Penalty 2831.112012 = -701556.792780
  nChanged 42
		SP:Iteration 44Q (155291.290000 sec): 3 clusters
  Score: Raw -704400.078865 + Penalty 2831.112012 = -701568.966853
  nChanged 47
		SP:Iteration 45Q (155291.390000 sec): 3 clusters
  Score: Raw -704415.973948 + Penalty 2831.112012 = -701584.861936
  nChanged 47
		SP:Iteration 46Q (155291.490000 sec): 3 clusters
  Score: Raw -704427.631081 + Penalty 2831.112012 = -701596.519068
  nChanged 36
		SP:Iteration 47Q (155291.580000 sec): 3 clusters
  Score: Raw -704437.190036 + Penalty 2831.112012 = -701606.078023
  nChanged 25
		SP:Iteration 48Q (155291.680000 sec): 3 clusters
  Score: Raw -704443.484737 + Penalty 2831.112012 = -701612.372725
  nChanged 21
		SP:Iteration 49Q (155291.770000 sec): 3 clusters
  Score: Raw -704448.213971 + Penalty 2831.112012 = -701617.101958
  nChanged 18
		SP:Iteration 50Q (155291.870000 sec): 3 clusters
  Score: Raw -704453.288252 + Penalty 2831.112012 = -701622.176239
  nChanged 17
		SP:Iteration 51Q (155291.970000 sec): 3 clusters
  Score: Raw -704457.388472 + Penalty 2831.112012 = -701626.276459
  nChanged 17
		SP:Iteration 52Q (155292.070000 sec): 3 clusters
  Score: Raw -704461.255719 + Penalty 2831.112012 = -701630.143706
  nChanged 10
		SP:Iteration 53Q (155292.160000 sec): 3 clusters
  Score: Raw -704463.321623 + Penalty 2831.112012 = -701632.209610
  nChanged 12
		SP:Iteration 54Q (155292.260000 sec): 3 clusters
  Score: Raw -704466.091973 + Penalty 2831.112012 = -701634.979961
  nChanged 10
		SP:Iteration 55Q (155292.360000 sec): 3 clusters
  Score: Raw -704467.904996 + Penalty 2831.112012 = -701636.792984
  nChanged 13
		SP:Iteration 56Q (155292.450000 sec): 3 clusters
  Score: Raw -704469.845482 + Penalty 2831.112012 = -701638.733470
  nChanged 10
		SP:Iteration 57Q (155292.550000 sec): 3 clusters
  Score: Raw -704471.919725 + Penalty 2831.112012 = -701640.807712
  nChanged 8
		SP:Iteration 58Q (155292.650000 sec): 3 clusters
  Score: Raw -704473.031321 + Penalty 2831.112012 = -701641.919309
  nChanged 7
		SP:Iteration 59Q (155292.740000 sec): 3 clusters
  Score: Raw -704474.727282 + Penalty 2831.112012 = -701643.615269
  nChanged 8
		SP:Iteration 60F (155292.840000 sec): 3 clusters
  Score: Raw -704476.360897 + Penalty 2831.112012 = -701645.248885
  nChanged 5
		SP:Iteration 61Q (155292.940000 sec): 3 clusters
  Score: Raw -704477.616356 + Penalty 2831.112012 = -701646.504344
  nChanged 9
		SP:Iteration 62Q (155293.040000 sec): 3 clusters
  Score: Raw -704479.476380 + Penalty 2831.112012 = -701648.364367
  nChanged 10
		SP:Iteration 63Q (155293.130000 sec): 3 clusters
  Score: Raw -704481.370361 + Penalty 2831.112012 = -701650.258348
  nChanged 10
		SP:Iteration 64Q (155293.230000 sec): 3 clusters
  Score: Raw -704483.359455 + Penalty 2831.112012 = -701652.247442
  nChanged 8
		SP:Iteration 65Q (155293.330000 sec): 3 clusters
  Score: Raw -704484.356013 + Penalty 2831.112012 = -701653.244001
  nChanged 4
		SP:Iteration 66Q (155293.430000 sec): 3 clusters
  Score: Raw -704484.951212 + Penalty 2831.112012 = -701653.839200
  nChanged 7
		SP:Iteration 67Q (155293.530000 sec): 3 clusters
  Score: Raw -704486.010937 + Penalty 2831.112012 = -701654.898925
  nChanged 5
		SP:Iteration 68Q (155293.630000 sec): 3 clusters
  Score: Raw -704486.773378 + Penalty 2831.112012 = -701655.661366
  nChanged 7
		SP:Iteration 69Q (155293.720000 sec): 3 clusters
  Score: Raw -704487.712700 + Penalty 2831.112012 = -701656.600687
  nChanged 3
		SP:Iteration 70Q (155293.820000 sec): 3 clusters
  Score: Raw -704488.379127 + Penalty 2831.112012 = -701657.267114
  nChanged 5
		SP:Iteration 71Q (155293.910000 sec): 3 clusters
  Score: Raw -704489.133989 + Penalty 2831.112012 = -701658.021976
  nChanged 4
		SP:Iteration 72Q (155294.010000 sec): 3 clusters
  Score: Raw -704489.976518 + Penalty 2831.112012 = -701658.864505
  nChanged 6
		SP:Iteration 73Q (155294.110000 sec): 3 clusters
  Score: Raw -704490.845839 + Penalty 2831.112012 = -701659.733827
  nChanged 4
		SP:Iteration 74Q (155294.210000 sec): 3 clusters
  Score: Raw -704491.665196 + Penalty 2831.112012 = -701660.553184
  nChanged 4
		SP:Iteration 75Q (155294.300000 sec): 3 clusters
  Score: Raw -704492.610799 + Penalty 2831.112012 = -701661.498787
  nChanged 4
		SP:Iteration 76Q (155294.400000 sec): 3 clusters
  Score: Raw -704492.998632 + Penalty 2831.112012 = -701661.886619
  nChanged 1
		SP:Iteration 77Q (155294.490000 sec): 3 clusters
  Score: Raw -704493.082018 + Penalty 2831.112012 = -701661.970005
  nChanged 0
		SP:Iteration 78F (155294.590000 sec): 3 clusters
  Score: Raw -704493.082018 + Penalty 2831.112012 = -701661.970005
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155294.760000 sec): 2 clusters
  Score: Raw -1841546.441936 + Penalty 1574.944106 = -1839971.497830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155295.040000 sec): 3 clusters
  Score: Raw -1832059.720567 + Penalty 3149.888212 = -1828909.832354
  nChanged 7180
		SP:Iteration 1F (155295.230000 sec): 3 clusters
  Score: Raw -1836190.015522 + Penalty 3149.888212 = -1833040.127310
  nChanged 1156
		SP:Iteration 2F (155295.420000 sec): 3 clusters
  Score: Raw -1836855.414459 + Penalty 3149.888212 = -1833705.526246
  nChanged 1055
		SP:Iteration 3F (155295.610000 sec): 3 clusters
  Score: Raw -1837556.907535 + Penalty 3149.888212 = -1834407.019323
  nChanged 1094
		SP:Iteration 4F (155295.800000 sec): 3 clusters
  Score: Raw -1838317.079749 + Penalty 3149.888212 = -1835167.191537
  nChanged 1087
		SP:Iteration 5F (155295.990000 sec): 3 clusters
  Score: Raw -1839079.977128 + Penalty 3149.888212 = -1835930.088916
  nChanged 954
		SP:Iteration 6F (155296.180000 sec): 3 clusters
  Score: Raw -1839717.085211 + Penalty 3149.888212 = -1836567.196998
  nChanged 785
		SP:Iteration 7Q (155296.370000 sec): 3 clusters
  Score: Raw -1840227.787258 + Penalty 3149.888212 = -1837077.899046
  nChanged 643
		SP:Iteration 8Q (155296.670000 sec): 3 clusters
  Score: Raw -1840620.480961 + Penalty 3149.888212 = -1837470.592748
  nChanged 497
		SP:Iteration 9Q (155296.850000 sec): 3 clusters
  Score: Raw -1840880.847648 + Penalty 3149.888212 = -1837730.959436
  nChanged 387
		SP:Iteration 10Q (155297.030000 sec): 3 clusters
  Score: Raw -1841044.999905 + Penalty 3149.888212 = -1837895.111693
  nChanged 298
		SP:Iteration 11Q (155297.220000 sec): 3 clusters
  Score: Raw -1841162.553894 + Penalty 3149.888212 = -1838012.665682
  nChanged 257
		SP:Iteration 12Q (155297.400000 sec): 3 clusters
  Score: Raw -1841257.671071 + Penalty 3149.888212 = -1838107.782859
  nChanged 205
		SP:Iteration 13Q (155297.590000 sec): 3 clusters
  Score: Raw -1841330.273098 + Penalty 3149.888212 = -1838180.384886
  nChanged 191
		SP:Iteration 14Q (155297.770000 sec): 3 clusters
  Score: Raw -1841395.876493 + Penalty 3149.888212 = -1838245.988281
  nChanged 181
		SP:Iteration 15Q (155297.950000 sec): 3 clusters
  Score: Raw -1841460.190071 + Penalty 3149.888212 = -1838310.301859
  nChanged 185
		SP:Iteration 16Q (155298.130000 sec): 3 clusters
  Score: Raw -1841530.515599 + Penalty 3149.888212 = -1838380.627387
  nChanged 175
		SP:Iteration 17Q (155298.310000 sec): 3 clusters
  Score: Raw -1841606.821422 + Penalty 3149.888212 = -1838456.933210
  nChanged 179
		SP:Iteration 18Q (155298.490000 sec): 3 clusters
  Score: Raw -1841685.983574 + Penalty 3149.888212 = -1838536.095362
  nChanged 182
		SP:Iteration 19Q (155298.670000 sec): 3 clusters
  Score: Raw -1841759.311529 + Penalty 3149.888212 = -1838609.423316
  nChanged 155
		SP:Iteration 20F (155298.870000 sec): 3 clusters
  Score: Raw -1841818.735552 + Penalty 3149.888212 = -1838668.847340
  nChanged 140
		SP:Iteration 21Q (155299.040000 sec): 3 clusters
  Score: Raw -1841871.407827 + Penalty 3149.888212 = -1838721.519615
  nChanged 144
		SP:Iteration 22Q (155299.220000 sec): 3 clusters
  Score: Raw -1841928.043741 + Penalty 3149.888212 = -1838778.155529
  nChanged 124
		SP:Iteration 23Q (155299.400000 sec): 3 clusters
  Score: Raw -1841976.163786 + Penalty 3149.888212 = -1838826.275574
  nChanged 103
		SP:Iteration 24Q (155299.580000 sec): 3 clusters
  Score: Raw -1842015.698643 + Penalty 3149.888212 = -1838865.810430
  nChanged 85
		SP:Iteration 25Q (155299.750000 sec): 3 clusters
  Score: Raw -1842055.628840 + Penalty 3149.888212 = -1838905.740628
  nChanged 77
		SP:Iteration 26Q (155299.930000 sec): 3 clusters
  Score: Raw -1842087.681048 + Penalty 3149.888212 = -1838937.792836
  nChanged 71
		SP:Iteration 27Q (155300.110000 sec): 3 clusters
  Score: Raw -1842117.691982 + Penalty 3149.888212 = -1838967.803770
  nChanged 61
		SP:Iteration 28Q (155300.290000 sec): 3 clusters
  Score: Raw -1842144.398346 + Penalty 3149.888212 = -1838994.510133
  nChanged 57
		SP:Iteration 29Q (155300.500000 sec): 3 clusters
  Score: Raw -1842167.515028 + Penalty 3149.888212 = -1839017.626816
  nChanged 54
		SP:Iteration 30Q (155300.670000 sec): 3 clusters
  Score: Raw -1842187.925604 + Penalty 3149.888212 = -1839038.037392
  nChanged 47
		SP:Iteration 31Q (155300.850000 sec): 3 clusters
  Score: Raw -1842202.608810 + Penalty 3149.888212 = -1839052.720597
  nChanged 42
		SP:Iteration 32Q (155301.030000 sec): 3 clusters
  Score: Raw -1842217.787054 + Penalty 3149.888212 = -1839067.898842
  nChanged 51
		SP:Iteration 33Q (155301.200000 sec): 3 clusters
  Score: Raw -1842241.733137 + Penalty 3149.888212 = -1839091.844925
  nChanged 50
		SP:Iteration 34Q (155301.380000 sec): 3 clusters
  Score: Raw -1842260.039578 + Penalty 3149.888212 = -1839110.151365
  nChanged 46
		SP:Iteration 35Q (155301.590000 sec): 3 clusters
  Score: Raw -1842274.392515 + Penalty 3149.888212 = -1839124.504303
  nChanged 38
		SP:Iteration 36Q (155301.770000 sec): 3 clusters
  Score: Raw -1842288.826609 + Penalty 3149.888212 = -1839138.938396
  nChanged 40
		SP:Iteration 37Q (155301.940000 sec): 3 clusters
  Score: Raw -1842309.589567 + Penalty 3149.888212 = -1839159.701355
  nChanged 39
		SP:Iteration 38Q (155302.120000 sec): 3 clusters
  Score: Raw -1842324.588151 + Penalty 3149.888212 = -1839174.699938
  nChanged 37
		SP:Iteration 39Q (155302.290000 sec): 3 clusters
  Score: Raw -1842335.431034 + Penalty 3149.888212 = -1839185.542822
  nChanged 23
		SP:Iteration 40F (155302.490000 sec): 3 clusters
  Score: Raw -1842342.462800 + Penalty 3149.888212 = -1839192.574588
  nChanged 25
		SP:Iteration 41Q (155302.660000 sec): 3 clusters
  Score: Raw -1842351.256759 + Penalty 3149.888212 = -1839201.368547
  nChanged 30
		SP:Iteration 42Q (155302.840000 sec): 3 clusters
  Score: Raw -1842359.583825 + Penalty 3149.888212 = -1839209.695613
  nChanged 25
		SP:Iteration 43Q (155303.050000 sec): 3 clusters
  Score: Raw -1842367.245049 + Penalty 3149.888212 = -1839217.356837
  nChanged 23
		SP:Iteration 44Q (155303.220000 sec): 3 clusters
  Score: Raw -1842372.828467 + Penalty 3149.888212 = -1839222.940254
  nChanged 22
		SP:Iteration 45Q (155303.390000 sec): 3 clusters
  Score: Raw -1842379.795325 + Penalty 3149.888212 = -1839229.907113
  nChanged 21
		SP:Iteration 46Q (155303.570000 sec): 3 clusters
  Score: Raw -1842385.055449 + Penalty 3149.888212 = -1839235.167237
  nChanged 16
		SP:Iteration 47Q (155303.750000 sec): 3 clusters
  Score: Raw -1842388.859133 + Penalty 3149.888212 = -1839238.970921
  nChanged 10
		SP:Iteration 48Q (155303.960000 sec): 3 clusters
  Score: Raw -1842390.835383 + Penalty 3149.888212 = -1839240.947170
  nChanged 10
		SP:Iteration 49Q (155304.130000 sec): 3 clusters
  Score: Raw -1842392.785721 + Penalty 3149.888212 = -1839242.897508
  nChanged 5
		SP:Iteration 50Q (155304.310000 sec): 3 clusters
  Score: Raw -1842393.587826 + Penalty 3149.888212 = -1839243.699614
  nChanged 4
		SP:Iteration 51Q (155304.480000 sec): 3 clusters
  Score: Raw -1842394.060376 + Penalty 3149.888212 = -1839244.172163
  nChanged 1
		SP:Iteration 52Q (155304.660000 sec): 3 clusters
  Score: Raw -1842394.258955 + Penalty 3149.888212 = -1839244.370743
  nChanged 5
		SP:Iteration 53Q (155304.840000 sec): 3 clusters
  Score: Raw -1842394.960282 + Penalty 3149.888212 = -1839245.072070
  nChanged 4
		SP:Iteration 54Q (155305.010000 sec): 3 clusters
  Score: Raw -1842395.495665 + Penalty 3149.888212 = -1839245.607453
  nChanged 4
		SP:Iteration 55Q (155305.220000 sec): 3 clusters
  Score: Raw -1842396.268301 + Penalty 3149.888212 = -1839246.380089
  nChanged 4
		SP:Iteration 56Q (155305.400000 sec): 3 clusters
  Score: Raw -1842396.597538 + Penalty 3149.888212 = -1839246.709326
  nChanged 1
		SP:Iteration 57Q (155305.570000 sec): 3 clusters
  Score: Raw -1842396.704632 + Penalty 3149.888212 = -1839246.816419
  nChanged 4
		SP:Iteration 58Q (155305.750000 sec): 3 clusters
  Score: Raw -1842397.475723 + Penalty 3149.888212 = -1839247.587511
  nChanged 5
		SP:Iteration 59Q (155305.930000 sec): 3 clusters
  Score: Raw -1842398.730143 + Penalty 3149.888212 = -1839248.841931
  nChanged 6
		SP:Iteration 60F (155306.120000 sec): 3 clusters
  Score: Raw -1842399.787650 + Penalty 3149.888212 = -1839249.899438
  nChanged 2
		SP:Iteration 61Q (155306.290000 sec): 3 clusters
  Score: Raw -1842400.058023 + Penalty 3149.888212 = -1839250.169811
  nChanged 2
		SP:Iteration 62Q (155306.480000 sec): 3 clusters
  Score: Raw -1842400.658603 + Penalty 3149.888212 = -1839250.770391
  nChanged 1
		SP:Iteration 63Q (155306.670000 sec): 3 clusters
  Score: Raw -1842400.694957 + Penalty 3149.888212 = -1839250.806745
  nChanged 0
		SP:Iteration 64F (155306.850000 sec): 3 clusters
  Score: Raw -1842400.694957 + Penalty 3149.888212 = -1839250.806745
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155307.040000 sec): 2 clusters
  Score: Raw -2320904.723228 + Penalty 1610.514800 = -2319294.208428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155307.270000 sec): 3 clusters
  Score: Raw -2308691.377499 + Penalty 3221.029600 = -2305470.347900
  nChanged 9123
		SP:Iteration 1F (155307.530000 sec): 3 clusters
  Score: Raw -2313834.360413 + Penalty 3221.029600 = -2310613.330813
  nChanged 1056
		SP:Iteration 2F (155307.760000 sec): 3 clusters
  Score: Raw -2314254.841192 + Penalty 3221.029600 = -2311033.811592
  nChanged 1040
		SP:Iteration 3F (155307.990000 sec): 3 clusters
  Score: Raw -2314694.564586 + Penalty 3221.029600 = -2311473.534986
  nChanged 1024
		SP:Iteration 4F (155308.250000 sec): 3 clusters
  Score: Raw -2315171.160995 + Penalty 3221.029600 = -2311950.131395
  nChanged 1041
		SP:Iteration 5F (155308.480000 sec): 3 clusters
  Score: Raw -2315720.805602 + Penalty 3221.029600 = -2312499.776002
  nChanged 1102
		SP:Iteration 6F (155308.720000 sec): 3 clusters
  Score: Raw -2316395.105058 + Penalty 3221.029600 = -2313174.075459
  nChanged 1150
		SP:Iteration 7F (155308.970000 sec): 3 clusters
  Score: Raw -2317276.350068 + Penalty 3221.029600 = -2314055.320468
  nChanged 1181
		SP:Iteration 8F (155309.200000 sec): 3 clusters
  Score: Raw -2318296.291257 + Penalty 3221.029600 = -2315075.261658
  nChanged 1036
		SP:Iteration 9F (155309.430000 sec): 3 clusters
  Score: Raw -2319240.646514 + Penalty 3221.029600 = -2316019.616914
  nChanged 882
		SP:Iteration 10Q (155309.690000 sec): 3 clusters
  Score: Raw -2320014.610024 + Penalty 3221.029600 = -2316793.580424
  nChanged 697
		SP:Iteration 11Q (155309.940000 sec): 3 clusters
  Score: Raw -2320474.134753 + Penalty 3221.029600 = -2317253.105153
  nChanged 505
		SP:Iteration 12Q (155310.160000 sec): 3 clusters
  Score: Raw -2320728.305784 + Penalty 3221.029600 = -2317507.276184
  nChanged 357
		SP:Iteration 13Q (155310.410000 sec): 3 clusters
  Score: Raw -2320890.717084 + Penalty 3221.029600 = -2317669.687484
  nChanged 269
		SP:Iteration 14Q (155310.650000 sec): 3 clusters
  Score: Raw -2320998.390471 + Penalty 3221.029600 = -2317777.360871
  nChanged 242
		SP:Iteration 15Q (155310.870000 sec): 3 clusters
  Score: Raw -2321082.231624 + Penalty 3221.029600 = -2317861.202024
  nChanged 185
		SP:Iteration 16Q (155311.090000 sec): 3 clusters
  Score: Raw -2321136.622610 + Penalty 3221.029600 = -2317915.593010
  nChanged 164
		SP:Iteration 17Q (155311.310000 sec): 3 clusters
  Score: Raw -2321178.114224 + Penalty 3221.029600 = -2317957.084624
  nChanged 142
		SP:Iteration 18Q (155311.550000 sec): 3 clusters
  Score: Raw -2321213.086320 + Penalty 3221.029600 = -2317992.056721
  nChanged 114
		SP:Iteration 19Q (155311.790000 sec): 3 clusters
  Score: Raw -2321240.354123 + Penalty 3221.029600 = -2318019.324523
  nChanged 105
		SP:Iteration 20F (155312.020000 sec): 3 clusters
  Score: Raw -2321261.548373 + Penalty 3221.029600 = -2318040.518773
  nChanged 93
		SP:Iteration 21Q (155312.270000 sec): 3 clusters
  Score: Raw -2321279.117547 + Penalty 3221.029600 = -2318058.087947
  nChanged 83
		SP:Iteration 22Q (155312.480000 sec): 3 clusters
  Score: Raw -2321290.656369 + Penalty 3221.029600 = -2318069.626769
  nChanged 68
		SP:Iteration 23Q (155312.730000 sec): 3 clusters
  Score: Raw -2321301.440496 + Penalty 3221.029600 = -2318080.410897
  nChanged 51
		SP:Iteration 24Q (155312.970000 sec): 3 clusters
  Score: Raw -2321306.966857 + Penalty 3221.029600 = -2318085.937258
  nChanged 47
		SP:Iteration 25Q (155313.180000 sec): 3 clusters
  Score: Raw -2321312.559755 + Penalty 3221.029600 = -2318091.530155
  nChanged 46
		SP:Iteration 26Q (155313.430000 sec): 3 clusters
  Score: Raw -2321319.866748 + Penalty 3221.029600 = -2318098.837148
  nChanged 45
		SP:Iteration 27Q (155313.640000 sec): 3 clusters
  Score: Raw -2321324.599210 + Penalty 3221.029600 = -2318103.569610
  nChanged 18
		SP:Iteration 28Q (155313.880000 sec): 3 clusters
  Score: Raw -2321326.935217 + Penalty 3221.029600 = -2318105.905618
  nChanged 25
		SP:Iteration 29Q (155314.140000 sec): 3 clusters
  Score: Raw -2321329.823007 + Penalty 3221.029600 = -2318108.793407
  nChanged 25
		SP:Iteration 30Q (155314.360000 sec): 3 clusters
  Score: Raw -2321331.888817 + Penalty 3221.029600 = -2318110.859217
  nChanged 20
		SP:Iteration 31Q (155314.570000 sec): 3 clusters
  Score: Raw -2321333.636580 + Penalty 3221.029600 = -2318112.606980
  nChanged 20
		SP:Iteration 32Q (155314.790000 sec): 3 clusters
  Score: Raw -2321335.549500 + Penalty 3221.029600 = -2318114.519901
  nChanged 23
		SP:Iteration 33Q (155315.030000 sec): 3 clusters
  Score: Raw -2321337.908274 + Penalty 3221.029600 = -2318116.878674
  nChanged 24
		SP:Iteration 34Q (155315.270000 sec): 3 clusters
  Score: Raw -2321340.855878 + Penalty 3221.029600 = -2318119.826278
  nChanged 22
		SP:Iteration 35Q (155315.490000 sec): 3 clusters
  Score: Raw -2321343.276417 + Penalty 3221.029600 = -2318122.246817
  nChanged 18
		SP:Iteration 36Q (155315.740000 sec): 3 clusters
  Score: Raw -2321344.924161 + Penalty 3221.029600 = -2318123.894561
  nChanged 15
		SP:Iteration 37Q (155315.960000 sec): 3 clusters
  Score: Raw -2321346.059602 + Penalty 3221.029600 = -2318125.030002
  nChanged 17
		SP:Iteration 38Q (155316.200000 sec): 3 clusters
  Score: Raw -2321347.425552 + Penalty 3221.029600 = -2318126.395952
  nChanged 21
		SP:Iteration 39Q (155316.440000 sec): 3 clusters
  Score: Raw -2321349.408676 + Penalty 3221.029600 = -2318128.379076
  nChanged 18
		SP:Iteration 40F (155316.680000 sec): 3 clusters
  Score: Raw -2321350.948437 + Penalty 3221.029600 = -2318129.918837
  nChanged 12
		SP:Iteration 41Q (155316.890000 sec): 3 clusters
  Score: Raw -2321351.647690 + Penalty 3221.029600 = -2318130.618090
  nChanged 7
		SP:Iteration 42Q (155317.110000 sec): 3 clusters
  Score: Raw -2321351.971059 + Penalty 3221.029600 = -2318130.941459
  nChanged 7
		SP:Iteration 43Q (155317.330000 sec): 3 clusters
  Score: Raw -2321352.223416 + Penalty 3221.029600 = -2318131.193816
  nChanged 4
		SP:Iteration 44Q (155317.550000 sec): 3 clusters
  Score: Raw -2321352.439047 + Penalty 3221.029600 = -2318131.409447
  nChanged 7
		SP:Iteration 45Q (155317.790000 sec): 3 clusters
  Score: Raw -2321352.886893 + Penalty 3221.029600 = -2318131.857293
  nChanged 8
		SP:Iteration 46Q (155318.010000 sec): 3 clusters
  Score: Raw -2321353.442973 + Penalty 3221.029600 = -2318132.413373
  nChanged 6
		SP:Iteration 47Q (155318.260000 sec): 3 clusters
  Score: Raw -2321353.867967 + Penalty 3221.029600 = -2318132.838367
  nChanged 6
		SP:Iteration 48Q (155318.500000 sec): 3 clusters
  Score: Raw -2321354.158043 + Penalty 3221.029600 = -2318133.128443
  nChanged 5
		SP:Iteration 49Q (155318.720000 sec): 3 clusters
  Score: Raw -2321354.463106 + Penalty 3221.029600 = -2318133.433506
  nChanged 6
		SP:Iteration 50Q (155318.960000 sec): 3 clusters
  Score: Raw -2321354.970206 + Penalty 3221.029600 = -2318133.940606
  nChanged 6
		SP:Iteration 51Q (155319.200000 sec): 3 clusters
  Score: Raw -2321355.624732 + Penalty 3221.029600 = -2318134.595132
  nChanged 10
		SP:Iteration 52Q (155319.420000 sec): 3 clusters
  Score: Raw -2321356.406189 + Penalty 3221.029600 = -2318135.376589
  nChanged 8
		SP:Iteration 53Q (155319.670000 sec): 3 clusters
  Score: Raw -2321356.836748 + Penalty 3221.029600 = -2318135.807148
  nChanged 6
		SP:Iteration 54Q (155319.890000 sec): 3 clusters
  Score: Raw -2321357.223572 + Penalty 3221.029600 = -2318136.193972
  nChanged 3
		SP:Iteration 55Q (155320.130000 sec): 3 clusters
  Score: Raw -2321357.357444 + Penalty 3221.029600 = -2318136.327844
  nChanged 3
		SP:Iteration 56Q (155320.370000 sec): 3 clusters
  Score: Raw -2321357.456901 + Penalty 3221.029600 = -2318136.427301
  nChanged 1
		SP:Iteration 57Q (155320.590000 sec): 3 clusters
  Score: Raw -2321357.512912 + Penalty 3221.029600 = -2318136.483312
  nChanged 2
		SP:Iteration 58Q (155320.810000 sec): 3 clusters
  Score: Raw -2321357.634503 + Penalty 3221.029600 = -2318136.604903
  nChanged 1
		SP:Iteration 59Q (155321.030000 sec): 3 clusters
  Score: Raw -2321357.709186 + Penalty 3221.029600 = -2318136.679587
  nChanged 2
		SP:Iteration 60F (155321.260000 sec): 3 clusters
  Score: Raw -2321357.979850 + Penalty 3221.029600 = -2318136.950250
  nChanged 5
		SP:Iteration 61Q (155321.480000 sec): 3 clusters
  Score: Raw -2321358.297080 + Penalty 3221.029600 = -2318137.267481
  nChanged 3
		SP:Iteration 62Q (155321.720000 sec): 3 clusters
  Score: Raw -2321358.450040 + Penalty 3221.029600 = -2318137.420440
  nChanged 1
		SP:Iteration 63Q (155321.960000 sec): 3 clusters
  Score: Raw -2321358.504553 + Penalty 3221.029600 = -2318137.474954
  nChanged 1
		SP:Iteration 64Q (155322.180000 sec): 3 clusters
  Score: Raw -2321358.548221 + Penalty 3221.029600 = -2318137.518622
  nChanged 0
		SP:Iteration 65F (155322.410000 sec): 3 clusters
  Score: Raw -2321358.548221 + Penalty 3221.029600 = -2318137.518622
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155322.680000 sec): 2 clusters
  Score: Raw -4004985.836169 + Penalty 1689.853427 = -4003295.982742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155323.080000 sec): 3 clusters
  Score: Raw -3984725.329574 + Penalty 3379.706853 = -3981345.622720
  nChanged 15067
		SP:Iteration 1F (155323.400000 sec): 3 clusters
  Score: Raw -3992928.142048 + Penalty 3379.706853 = -3989548.435195
  nChanged 1416
		SP:Iteration 2Q (155323.740000 sec): 3 clusters
  Score: Raw -3993380.569429 + Penalty 3379.706853 = -3990000.862576
  nChanged 1423
		SP:Iteration 3Q (155324.120000 sec): 3 clusters
  Score: Raw -3993926.622347 + Penalty 3379.706853 = -3990546.915494
  nChanged 1662
		SP:Iteration 4F (155324.480000 sec): 3 clusters
  Score: Raw -3994694.964996 + Penalty 3379.706853 = -3991315.258143
  nChanged 1973
		SP:Iteration 5F (155324.860000 sec): 3 clusters
  Score: Raw -3995870.493640 + Penalty 3379.706853 = -3992490.786787
  nChanged 2373
		SP:Iteration 6F (155325.210000 sec): 3 clusters
  Score: Raw -3997535.589868 + Penalty 3379.706853 = -3994155.883014
  nChanged 2531
		SP:Iteration 7F (155325.540000 sec): 3 clusters
  Score: Raw -3999636.384046 + Penalty 3379.706853 = -3996256.677193
  nChanged 2319
		SP:Iteration 8F (155325.920000 sec): 3 clusters
  Score: Raw -4001742.266521 + Penalty 3379.706853 = -3998362.559667
  nChanged 1689
		SP:Iteration 9F (155326.270000 sec): 3 clusters
  Score: Raw -4003351.499472 + Penalty 3379.706853 = -3999971.792618
  nChanged 995
		SP:Iteration 10Q (155326.640000 sec): 3 clusters
  Score: Raw -4004339.519400 + Penalty 3379.706853 = -4000959.812546
  nChanged 467
		SP:Iteration 11Q (155326.970000 sec): 3 clusters
  Score: Raw -4004805.244702 + Penalty 3379.706853 = -4001425.537849
  nChanged 190
		SP:Iteration 12Q (155327.300000 sec): 3 clusters
  Score: Raw -4005038.597199 + Penalty 3379.706853 = -4001658.890345
  nChanged 77
		SP:Iteration 13Q (155327.590000 sec): 3 clusters
  Score: Raw -4005120.253066 + Penalty 3379.706853 = -4001740.546212
  nChanged 28
		SP:Iteration 14Q (155327.890000 sec): 3 clusters
  Score: Raw -4005150.423879 + Penalty 3379.706853 = -4001770.717026
  nChanged 19
		SP:Iteration 15Q (155328.180000 sec): 3 clusters
  Score: Raw -4005166.974871 + Penalty 3379.706853 = -4001787.268018
  nChanged 7
		SP:Iteration 16Q (155328.480000 sec): 3 clusters
  Score: Raw -4005176.431688 + Penalty 3379.706853 = -4001796.724835
  nChanged 9
		SP:Iteration 17Q (155328.800000 sec): 3 clusters
  Score: Raw -4005187.679853 + Penalty 3379.706853 = -4001807.972999
  nChanged 6
		SP:Iteration 18Q (155329.100000 sec): 3 clusters
  Score: Raw -4005193.225429 + Penalty 3379.706853 = -4001813.518576
  nChanged 4
		SP:Iteration 19Q (155329.400000 sec): 3 clusters
  Score: Raw -4005197.342074 + Penalty 3379.706853 = -4001817.635221
  nChanged 4
		SP:Iteration 20F (155329.720000 sec): 3 clusters
  Score: Raw -4005200.334119 + Penalty 3379.706853 = -4001820.627265
  nChanged 5
		SP:Iteration 21Q (155330.020000 sec): 3 clusters
  Score: Raw -4005204.969980 + Penalty 3379.706853 = -4001825.263127
  nChanged 4
		SP:Iteration 22Q (155330.320000 sec): 3 clusters
  Score: Raw -4005208.470675 + Penalty 3379.706853 = -4001828.763821
  nChanged 4
		SP:Iteration 23Q (155330.620000 sec): 3 clusters
  Score: Raw -4005212.218639 + Penalty 3379.706853 = -4001832.511786
  nChanged 1
		SP:Iteration 24Q (155330.910000 sec): 3 clusters
  Score: Raw -4005212.657300 + Penalty 3379.706853 = -4001832.950447
  nChanged 0
		SP:Iteration 25F (155331.240000 sec): 3 clusters
  Score: Raw -4005212.657300 + Penalty 3379.706853 = -4001832.950447
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155331.300000 sec): 2 clusters
  Score: Raw -119489.530446 + Penalty 1121.368733 = -118368.161713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155331.320000 sec): 3 clusters
  Score: Raw -119236.405591 + Penalty 2242.737466 = -116993.668125
  nChanged 303
		SP:Iteration 1F (155331.350000 sec): 3 clusters
  Score: Raw -119656.612840 + Penalty 2242.737466 = -117413.875374
  nChanged 95
		SP:Iteration 2F (155331.370000 sec): 3 clusters
  Score: Raw -119893.832435 + Penalty 2242.737466 = -117651.094969
  nChanged 67
		SP:Iteration 3F (155331.400000 sec): 3 clusters
  Score: Raw -120114.258166 + Penalty 2242.737466 = -117871.520701
  nChanged 47
		SP:Iteration 4Q (155331.420000 sec): 3 clusters
  Score: Raw -120217.902346 + Penalty 2242.737466 = -117975.164880
  nChanged 35
		SP:Iteration 5Q (155331.450000 sec): 3 clusters
  Score: Raw -120281.640841 + Penalty 2242.737466 = -118038.903375
  nChanged 15
		SP:Iteration 6Q (155331.470000 sec): 3 clusters
  Score: Raw -120319.007396 + Penalty 2242.737466 = -118076.269931
  nChanged 8
		SP:Iteration 7Q (155331.480000 sec): 3 clusters
  Score: Raw -120330.161911 + Penalty 2242.737466 = -118087.424445
  nChanged 2
		SP:Iteration 8Q (155331.500000 sec): 3 clusters
  Score: Raw -120334.152673 + Penalty 2242.737466 = -118091.415207
  nChanged 2
		SP:Iteration 9Q (155331.520000 sec): 3 clusters
  Score: Raw -120336.331425 + Penalty 2242.737466 = -118093.593960
  nChanged 2
		SP:Iteration 10Q (155331.540000 sec): 3 clusters
  Score: Raw -120337.933265 + Penalty 2242.737466 = -118095.195799
  nChanged 0
		SP:Iteration 11F (155331.560000 sec): 3 clusters
  Score: Raw -120337.933265 + Penalty 2242.737466 = -118095.195799
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155331.660000 sec): 2 clusters
  Score: Raw -676384.363124 + Penalty 1394.338320 = -674990.024804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155331.780000 sec): 3 clusters
  Score: Raw -673597.997268 + Penalty 2788.676640 = -670809.320629
  nChanged 2178
		SP:Iteration 1F (155331.880000 sec): 3 clusters
  Score: Raw -674762.412551 + Penalty 2788.676640 = -671973.735911
  nChanged 338
		SP:Iteration 2F (155331.970000 sec): 3 clusters
  Score: Raw -674902.749906 + Penalty 2788.676640 = -672114.073266
  nChanged 234
		SP:Iteration 3Q (155332.060000 sec): 3 clusters
  Score: Raw -674990.418487 + Penalty 2788.676640 = -672201.741848
  nChanged 156
		SP:Iteration 4Q (155332.160000 sec): 3 clusters
  Score: Raw -675046.449625 + Penalty 2788.676640 = -672257.772985
  nChanged 143
		SP:Iteration 5Q (155332.250000 sec): 3 clusters
  Score: Raw -675094.538666 + Penalty 2788.676640 = -672305.862026
  nChanged 127
		SP:Iteration 6Q (155332.340000 sec): 3 clusters
  Score: Raw -675134.829848 + Penalty 2788.676640 = -672346.153209
  nChanged 103
		SP:Iteration 7Q (155332.440000 sec): 3 clusters
  Score: Raw -675164.461715 + Penalty 2788.676640 = -672375.785075
  nChanged 95
		SP:Iteration 8Q (155332.530000 sec): 3 clusters
  Score: Raw -675193.390973 + Penalty 2788.676640 = -672404.714333
  nChanged 93
		SP:Iteration 9Q (155332.620000 sec): 3 clusters
  Score: Raw -675218.742425 + Penalty 2788.676640 = -672430.065785
  nChanged 79
		SP:Iteration 10Q (155332.720000 sec): 3 clusters
  Score: Raw -675240.303638 + Penalty 2788.676640 = -672451.626998
  nChanged 81
		SP:Iteration 11Q (155332.810000 sec): 3 clusters
  Score: Raw -675266.442961 + Penalty 2788.676640 = -672477.766321
  nChanged 76
		SP:Iteration 12Q (155332.900000 sec): 3 clusters
  Score: Raw -675295.486316 + Penalty 2788.676640 = -672506.809677
  nChanged 86
		SP:Iteration 13Q (155333.000000 sec): 3 clusters
  Score: Raw -675327.524351 + Penalty 2788.676640 = -672538.847712
  nChanged 93
		SP:Iteration 14Q (155333.090000 sec): 3 clusters
  Score: Raw -675367.111984 + Penalty 2788.676640 = -672578.435344
  nChanged 110
		SP:Iteration 15Q (155333.180000 sec): 3 clusters
  Score: Raw -675415.378587 + Penalty 2788.676640 = -672626.701947
  nChanged 130
		SP:Iteration 16Q (155333.280000 sec): 3 clusters
  Score: Raw -675486.522093 + Penalty 2788.676640 = -672697.845453
  nChanged 126
		SP:Iteration 17Q (155333.370000 sec): 3 clusters
  Score: Raw -675547.039339 + Penalty 2788.676640 = -672758.362699
  nChanged 143
		SP:Iteration 18Q (155333.460000 sec): 3 clusters
  Score: Raw -675625.673445 + Penalty 2788.676640 = -672836.996805
  nChanged 138
		SP:Iteration 19Q (155333.560000 sec): 3 clusters
  Score: Raw -675706.039190 + Penalty 2788.676640 = -672917.362550
  nChanged 164
		SP:Iteration 20F (155333.650000 sec): 3 clusters
  Score: Raw -675818.327012 + Penalty 2788.676640 = -673029.650372
  nChanged 163
		SP:Iteration 21Q (155333.740000 sec): 3 clusters
  Score: Raw -675947.908488 + Penalty 2788.676640 = -673159.231848
  nChanged 171
		SP:Iteration 22Q (155333.830000 sec): 3 clusters
  Score: Raw -676080.471907 + Penalty 2788.676640 = -673291.795267
  nChanged 143
		SP:Iteration 23Q (155333.920000 sec): 3 clusters
  Score: Raw -676203.251979 + Penalty 2788.676640 = -673414.575340
  nChanged 104
		SP:Iteration 24Q (155334.020000 sec): 3 clusters
  Score: Raw -676292.429794 + Penalty 2788.676640 = -673503.753154
  nChanged 78
		SP:Iteration 25Q (155334.100000 sec): 3 clusters
  Score: Raw -676355.169749 + Penalty 2788.676640 = -673566.493110
  nChanged 55
		SP:Iteration 26Q (155334.190000 sec): 3 clusters
  Score: Raw -676406.551465 + Penalty 2788.676640 = -673617.874825
  nChanged 34
		SP:Iteration 27Q (155334.280000 sec): 3 clusters
  Score: Raw -676439.796197 + Penalty 2788.676640 = -673651.119558
  nChanged 20
		SP:Iteration 28Q (155334.370000 sec): 3 clusters
  Score: Raw -676459.386818 + Penalty 2788.676640 = -673670.710178
  nChanged 15
		SP:Iteration 29Q (155334.460000 sec): 3 clusters
  Score: Raw -676472.446240 + Penalty 2788.676640 = -673683.769600
  nChanged 10
		SP:Iteration 30Q (155334.550000 sec): 3 clusters
  Score: Raw -676479.766017 + Penalty 2788.676640 = -673691.089377
  nChanged 7
		SP:Iteration 31Q (155334.640000 sec): 3 clusters
  Score: Raw -676485.513842 + Penalty 2788.676640 = -673696.837202
  nChanged 7
		SP:Iteration 32Q (155334.720000 sec): 3 clusters
  Score: Raw -676492.000670 + Penalty 2788.676640 = -673703.324030
  nChanged 4
		SP:Iteration 33Q (155334.810000 sec): 3 clusters
  Score: Raw -676494.740311 + Penalty 2788.676640 = -673706.063671
  nChanged 3
		SP:Iteration 34Q (155334.900000 sec): 3 clusters
  Score: Raw -676496.644791 + Penalty 2788.676640 = -673707.968151
  nChanged 1
		SP:Iteration 35Q (155334.990000 sec): 3 clusters
  Score: Raw -676497.506225 + Penalty 2788.676640 = -673708.829585
  nChanged 4
		SP:Iteration 36Q (155335.080000 sec): 3 clusters
  Score: Raw -676501.298920 + Penalty 2788.676640 = -673712.622281
  nChanged 5
		SP:Iteration 37Q (155335.170000 sec): 3 clusters
  Score: Raw -676504.641464 + Penalty 2788.676640 = -673715.964825
  nChanged 1
		SP:Iteration 38Q (155335.260000 sec): 3 clusters
  Score: Raw -676505.385439 + Penalty 2788.676640 = -673716.708800
  nChanged 0
		SP:Iteration 39F (155335.350000 sec): 3 clusters
  Score: Raw -676505.385439 + Penalty 2788.676640 = -673716.708800
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155335.470000 sec): 2 clusters
  Score: Raw -1301478.523207 + Penalty 1517.644221 = -1299960.878985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155335.660000 sec): 3 clusters
  Score: Raw -1295064.874404 + Penalty 3035.288442 = -1292029.585962
  nChanged 4877
		SP:Iteration 1F (155335.810000 sec): 3 clusters
  Score: Raw -1297825.931779 + Penalty 3035.288442 = -1294790.643337
  nChanged 754
		SP:Iteration 2F (155336.000000 sec): 3 clusters
  Score: Raw -1298216.692057 + Penalty 3035.288442 = -1295181.403615
  nChanged 630
		SP:Iteration 3F (155336.160000 sec): 3 clusters
  Score: Raw -1298567.551266 + Penalty 3035.288442 = -1295532.262824
  nChanged 634
		SP:Iteration 4F (155336.350000 sec): 3 clusters
  Score: Raw -1298924.899692 + Penalty 3035.288442 = -1295889.611250
  nChanged 565
		SP:Iteration 5Q (155336.520000 sec): 3 clusters
  Score: Raw -1299203.793881 + Penalty 3035.288442 = -1296168.505439
  nChanged 511
		SP:Iteration 6Q (155336.710000 sec): 3 clusters
  Score: Raw -1299483.469483 + Penalty 3035.288442 = -1296448.181041
  nChanged 482
		SP:Iteration 7Q (155336.870000 sec): 3 clusters
  Score: Raw -1299739.613688 + Penalty 3035.288442 = -1296704.325246
  nChanged 441
		SP:Iteration 8Q (155337.030000 sec): 3 clusters
  Score: Raw -1299956.475352 + Penalty 3035.288442 = -1296921.186910
  nChanged 375
		SP:Iteration 9Q (155337.200000 sec): 3 clusters
  Score: Raw -1300110.225985 + Penalty 3035.288442 = -1297074.937543
  nChanged 292
		SP:Iteration 10Q (155337.360000 sec): 3 clusters
  Score: Raw -1300241.322902 + Penalty 3035.288442 = -1297206.034459
  nChanged 275
		SP:Iteration 11Q (155337.540000 sec): 3 clusters
  Score: Raw -1300372.369832 + Penalty 3035.288442 = -1297337.081390
  nChanged 301
		SP:Iteration 12Q (155337.700000 sec): 3 clusters
  Score: Raw -1300523.358341 + Penalty 3035.288442 = -1297488.069899
  nChanged 282
		SP:Iteration 13Q (155337.860000 sec): 3 clusters
  Score: Raw -1300668.734572 + Penalty 3035.288442 = -1297633.446130
  nChanged 273
		SP:Iteration 14Q (155338.060000 sec): 3 clusters
  Score: Raw -1300807.069748 + Penalty 3035.288442 = -1297771.781306
  nChanged 273
		SP:Iteration 15Q (155338.220000 sec): 3 clusters
  Score: Raw -1300932.558874 + Penalty 3035.288442 = -1297897.270432
  nChanged 259
		SP:Iteration 16Q (155338.380000 sec): 3 clusters
  Score: Raw -1301060.598106 + Penalty 3035.288442 = -1298025.309664
  nChanged 242
		SP:Iteration 17Q (155338.550000 sec): 3 clusters
  Score: Raw -1301179.027313 + Penalty 3035.288442 = -1298143.738871
  nChanged 232
		SP:Iteration 18Q (155338.710000 sec): 3 clusters
  Score: Raw -1301284.648650 + Penalty 3035.288442 = -1298249.360208
  nChanged 199
		SP:Iteration 19Q (155338.870000 sec): 3 clusters
  Score: Raw -1301356.367523 + Penalty 3035.288442 = -1298321.079081
  nChanged 168
		SP:Iteration 20F (155339.060000 sec): 3 clusters
  Score: Raw -1301407.099821 + Penalty 3035.288442 = -1298371.811379
  nChanged 141
		SP:Iteration 21Q (155339.220000 sec): 3 clusters
  Score: Raw -1301448.983552 + Penalty 3035.288442 = -1298413.695110
  nChanged 119
		SP:Iteration 22Q (155339.410000 sec): 3 clusters
  Score: Raw -1301480.002664 + Penalty 3035.288442 = -1298444.714222
  nChanged 94
		SP:Iteration 23Q (155339.560000 sec): 3 clusters
  Score: Raw -1301503.137103 + Penalty 3035.288442 = -1298467.848661
  nChanged 81
		SP:Iteration 24Q (155339.750000 sec): 3 clusters
  Score: Raw -1301522.127330 + Penalty 3035.288442 = -1298486.838888
  nChanged 85
		SP:Iteration 25Q (155339.900000 sec): 3 clusters
  Score: Raw -1301544.481364 + Penalty 3035.288442 = -1298509.192922
  nChanged 87
		SP:Iteration 26Q (155340.060000 sec): 3 clusters
  Score: Raw -1301567.273848 + Penalty 3035.288442 = -1298531.985406
  nChanged 85
		SP:Iteration 27Q (155340.220000 sec): 3 clusters
  Score: Raw -1301586.094396 + Penalty 3035.288442 = -1298550.805953
  nChanged 77
		SP:Iteration 28Q (155340.410000 sec): 3 clusters
  Score: Raw -1301599.438501 + Penalty 3035.288442 = -1298564.150059
  nChanged 52
		SP:Iteration 29Q (155340.560000 sec): 3 clusters
  Score: Raw -1301610.063450 + Penalty 3035.288442 = -1298574.775008
  nChanged 45
		SP:Iteration 30Q (155340.750000 sec): 3 clusters
  Score: Raw -1301617.878767 + Penalty 3035.288442 = -1298582.590325
  nChanged 33
		SP:Iteration 31Q (155340.900000 sec): 3 clusters
  Score: Raw -1301622.588900 + Penalty 3035.288442 = -1298587.300458
  nChanged 32
		SP:Iteration 32Q (155341.090000 sec): 3 clusters
  Score: Raw -1301628.081792 + Penalty 3035.288442 = -1298592.793350
  nChanged 37
		SP:Iteration 33Q (155341.240000 sec): 3 clusters
  Score: Raw -1301634.241901 + Penalty 3035.288442 = -1298598.953459
  nChanged 30
		SP:Iteration 34Q (155341.420000 sec): 3 clusters
  Score: Raw -1301638.513843 + Penalty 3035.288442 = -1298603.225401
  nChanged 29
		SP:Iteration 35Q (155341.580000 sec): 3 clusters
  Score: Raw -1301643.117363 + Penalty 3035.288442 = -1298607.828921
  nChanged 30
		SP:Iteration 36Q (155341.760000 sec): 3 clusters
  Score: Raw -1301648.371612 + Penalty 3035.288442 = -1298613.083170
  nChanged 40
		SP:Iteration 37Q (155341.920000 sec): 3 clusters
  Score: Raw -1301654.642305 + Penalty 3035.288442 = -1298619.353863
  nChanged 33
		SP:Iteration 38Q (155342.100000 sec): 3 clusters
  Score: Raw -1301660.210717 + Penalty 3035.288442 = -1298624.922274
  nChanged 33
		SP:Iteration 39Q (155342.250000 sec): 3 clusters
  Score: Raw -1301666.807246 + Penalty 3035.288442 = -1298631.518804
  nChanged 42
		SP:Iteration 40F (155342.430000 sec): 3 clusters
  Score: Raw -1301673.893787 + Penalty 3035.288442 = -1298638.605345
  nChanged 41
		SP:Iteration 41Q (155342.580000 sec): 3 clusters
  Score: Raw -1301681.612351 + Penalty 3035.288442 = -1298646.323909
  nChanged 42
		SP:Iteration 42Q (155342.760000 sec): 3 clusters
  Score: Raw -1301690.811858 + Penalty 3035.288442 = -1298655.523416
  nChanged 51
		SP:Iteration 43Q (155342.910000 sec): 3 clusters
  Score: Raw -1301701.968429 + Penalty 3035.288442 = -1298666.679987
  nChanged 50
		SP:Iteration 44Q (155343.070000 sec): 3 clusters
  Score: Raw -1301712.664006 + Penalty 3035.288442 = -1298677.375564
  nChanged 49
		SP:Iteration 45Q (155343.230000 sec): 3 clusters
  Score: Raw -1301722.664196 + Penalty 3035.288442 = -1298687.375753
  nChanged 54
		SP:Iteration 46Q (155343.390000 sec): 3 clusters
  Score: Raw -1301731.510854 + Penalty 3035.288442 = -1298696.222412
  nChanged 40
		SP:Iteration 47Q (155343.550000 sec): 3 clusters
  Score: Raw -1301738.559810 + Penalty 3035.288442 = -1298703.271368
  nChanged 43
		SP:Iteration 48Q (155343.700000 sec): 3 clusters
  Score: Raw -1301748.133085 + Penalty 3035.288442 = -1298712.844643
  nChanged 43
		SP:Iteration 49Q (155343.890000 sec): 3 clusters
  Score: Raw -1301757.152939 + Penalty 3035.288442 = -1298721.864497
  nChanged 41
		SP:Iteration 50Q (155344.040000 sec): 3 clusters
  Score: Raw -1301764.373858 + Penalty 3035.288442 = -1298729.085416
  nChanged 41
		SP:Iteration 51Q (155344.220000 sec): 3 clusters
  Score: Raw -1301772.877489 + Penalty 3035.288442 = -1298737.589047
  nChanged 50
		SP:Iteration 52Q (155344.370000 sec): 3 clusters
  Score: Raw -1301782.326605 + Penalty 3035.288442 = -1298747.038163
  nChanged 36
		SP:Iteration 53Q (155344.540000 sec): 3 clusters
  Score: Raw -1301788.820923 + Penalty 3035.288442 = -1298753.532481
  nChanged 37
		SP:Iteration 54Q (155344.690000 sec): 3 clusters
  Score: Raw -1301794.486861 + Penalty 3035.288442 = -1298759.198419
  nChanged 29
		SP:Iteration 55Q (155344.850000 sec): 3 clusters
  Score: Raw -1301798.429477 + Penalty 3035.288442 = -1298763.141035
  nChanged 20
		SP:Iteration 56Q (155345.010000 sec): 3 clusters
  Score: Raw -1301800.663531 + Penalty 3035.288442 = -1298765.375089
  nChanged 10
		SP:Iteration 57Q (155345.170000 sec): 3 clusters
  Score: Raw -1301802.077000 + Penalty 3035.288442 = -1298766.788558
  nChanged 9
		SP:Iteration 58Q (155345.350000 sec): 3 clusters
  Score: Raw -1301803.032123 + Penalty 3035.288442 = -1298767.743681
  nChanged 8
		SP:Iteration 59Q (155345.620000 sec): 3 clusters
  Score: Raw -1301803.657868 + Penalty 3035.288442 = -1298768.369426
  nChanged 4
		SP:Iteration 60F (155345.840000 sec): 3 clusters
  Score: Raw -1301803.992727 + Penalty 3035.288442 = -1298768.704285
  nChanged 5
		SP:Iteration 61Q (155345.980000 sec): 3 clusters
  Score: Raw -1301804.501119 + Penalty 3035.288442 = -1298769.212677
  nChanged 9
		SP:Iteration 62Q (155346.120000 sec): 3 clusters
  Score: Raw -1301805.524936 + Penalty 3035.288442 = -1298770.236494
  nChanged 11
		SP:Iteration 63Q (155346.300000 sec): 3 clusters
  Score: Raw -1301806.880020 + Penalty 3035.288442 = -1298771.591578
  nChanged 15
		SP:Iteration 64Q (155346.460000 sec): 3 clusters
  Score: Raw -1301808.453839 + Penalty 3035.288442 = -1298773.165397
  nChanged 14
		SP:Iteration 65Q (155346.620000 sec): 3 clusters
  Score: Raw -1301810.019583 + Penalty 3035.288442 = -1298774.731141
  nChanged 17
		SP:Iteration 66Q (155346.780000 sec): 3 clusters
  Score: Raw -1301812.148119 + Penalty 3035.288442 = -1298776.859677
  nChanged 17
		SP:Iteration 67Q (155346.940000 sec): 3 clusters
  Score: Raw -1301813.640919 + Penalty 3035.288442 = -1298778.352477
  nChanged 10
		SP:Iteration 68Q (155347.120000 sec): 3 clusters
  Score: Raw -1301815.096158 + Penalty 3035.288442 = -1298779.807716
  nChanged 14
		SP:Iteration 69Q (155347.270000 sec): 3 clusters
  Score: Raw -1301817.030367 + Penalty 3035.288442 = -1298781.741925
  nChanged 22
		SP:Iteration 70Q (155347.450000 sec): 3 clusters
  Score: Raw -1301820.746974 + Penalty 3035.288442 = -1298785.458532
  nChanged 17
		SP:Iteration 71Q (155347.600000 sec): 3 clusters
  Score: Raw -1301823.064566 + Penalty 3035.288442 = -1298787.776124
  nChanged 16
		SP:Iteration 72Q (155347.790000 sec): 3 clusters
  Score: Raw -1301826.239315 + Penalty 3035.288442 = -1298790.950872
  nChanged 23
		SP:Iteration 73Q (155347.940000 sec): 3 clusters
  Score: Raw -1301829.130087 + Penalty 3035.288442 = -1298793.841645
  nChanged 24
		SP:Iteration 74Q (155348.120000 sec): 3 clusters
  Score: Raw -1301832.544911 + Penalty 3035.288442 = -1298797.256469
  nChanged 23
		SP:Iteration 75Q (155348.260000 sec): 3 clusters
  Score: Raw -1301836.260046 + Penalty 3035.288442 = -1298800.971604
  nChanged 21
		SP:Iteration 76Q (155348.430000 sec): 3 clusters
  Score: Raw -1301839.378096 + Penalty 3035.288442 = -1298804.089654
  nChanged 11
		SP:Iteration 77Q (155348.580000 sec): 3 clusters
  Score: Raw -1301841.121162 + Penalty 3035.288442 = -1298805.832720
  nChanged 20
		SP:Iteration 78Q (155348.750000 sec): 3 clusters
  Score: Raw -1301844.635356 + Penalty 3035.288442 = -1298809.346914
  nChanged 21
		SP:Iteration 79Q (155348.900000 sec): 3 clusters
  Score: Raw -1301848.962287 + Penalty 3035.288442 = -1298813.673845
  nChanged 29
		SP:Iteration 80F (155349.070000 sec): 3 clusters
  Score: Raw -1301855.609846 + Penalty 3035.288442 = -1298820.321404
  nChanged 43
		SP:Iteration 81Q (155349.250000 sec): 3 clusters
  Score: Raw -1301865.657884 + Penalty 3035.288442 = -1298830.369442
  nChanged 37
		SP:Iteration 82Q (155349.400000 sec): 3 clusters
  Score: Raw -1301876.123921 + Penalty 3035.288442 = -1298840.835479
  nChanged 44
		SP:Iteration 83Q (155349.580000 sec): 3 clusters
  Score: Raw -1301886.385594 + Penalty 3035.288442 = -1298851.097152
  nChanged 44
		SP:Iteration 84Q (155349.730000 sec): 3 clusters
  Score: Raw -1301895.726458 + Penalty 3035.288442 = -1298860.438016
  nChanged 39
		SP:Iteration 85Q (155349.900000 sec): 3 clusters
  Score: Raw -1301904.611789 + Penalty 3035.288442 = -1298869.323346
  nChanged 41
		SP:Iteration 86Q (155350.050000 sec): 3 clusters
  Score: Raw -1301913.259441 + Penalty 3035.288442 = -1298877.970999
  nChanged 40
		SP:Iteration 87Q (155350.220000 sec): 3 clusters
  Score: Raw -1301919.935391 + Penalty 3035.288442 = -1298884.646948
  nChanged 28
		SP:Iteration 88Q (155350.370000 sec): 3 clusters
  Score: Raw -1301924.248651 + Penalty 3035.288442 = -1298888.960208
  nChanged 24
		SP:Iteration 89Q (155350.530000 sec): 3 clusters
  Score: Raw -1301928.551121 + Penalty 3035.288442 = -1298893.262679
  nChanged 21
		SP:Iteration 90Q (155350.710000 sec): 3 clusters
  Score: Raw -1301932.393120 + Penalty 3035.288442 = -1298897.104678
  nChanged 20
		SP:Iteration 91Q (155350.860000 sec): 3 clusters
  Score: Raw -1301936.054628 + Penalty 3035.288442 = -1298900.766186
  nChanged 16
		SP:Iteration 92Q (155351.040000 sec): 3 clusters
  Score: Raw -1301937.945135 + Penalty 3035.288442 = -1298902.656693
  nChanged 9
		SP:Iteration 93Q (155351.190000 sec): 3 clusters
  Score: Raw -1301939.086271 + Penalty 3035.288442 = -1298903.797829
  nChanged 8
		SP:Iteration 94Q (155351.360000 sec): 3 clusters
  Score: Raw -1301940.363535 + Penalty 3035.288442 = -1298905.075093
  nChanged 18
		SP:Iteration 95Q (155351.510000 sec): 3 clusters
  Score: Raw -1301943.340750 + Penalty 3035.288442 = -1298908.052308
  nChanged 15
		SP:Iteration 96Q (155351.670000 sec): 3 clusters
  Score: Raw -1301946.127098 + Penalty 3035.288442 = -1298910.838656
  nChanged 21
		SP:Iteration 97Q (155351.830000 sec): 3 clusters
  Score: Raw -1301949.704600 + Penalty 3035.288442 = -1298914.416158
  nChanged 25
		SP:Iteration 98Q (155351.980000 sec): 3 clusters
  Score: Raw -1301953.181530 + Penalty 3035.288442 = -1298917.893088
  nChanged 14
		SP:Iteration 99Q (155352.160000 sec): 3 clusters
  Score: Raw -1301955.168684 + Penalty 3035.288442 = -1298919.880242
  nChanged 13
		SP:Iteration 100F (155352.320000 sec): 3 clusters
  Score: Raw -1301956.438745 + Penalty 3035.288442 = -1298921.150303
  nChanged 8
		SP:Iteration 101Q (155352.500000 sec): 3 clusters
  Score: Raw -1301956.953719 + Penalty 3035.288442 = -1298921.665277
  nChanged 4
		SP:Iteration 102Q (155352.650000 sec): 3 clusters
  Score: Raw -1301957.452986 + Penalty 3035.288442 = -1298922.164544
  nChanged 4
		SP:Iteration 103Q (155352.820000 sec): 3 clusters
  Score: Raw -1301957.656965 + Penalty 3035.288442 = -1298922.368523
  nChanged 0
		SP:Iteration 104F (155352.980000 sec): 3 clusters
  Score: Raw -1301957.656965 + Penalty 3035.288442 = -1298922.368523
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (30051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155353.280000 sec): 2 clusters
  Score: Raw -3676707.878368 + Penalty 1675.480823 = -3675032.397545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155353.600000 sec): 3 clusters
  Score: Raw -3658077.290371 + Penalty 3350.961646 = -3654726.328725
  nChanged 13899
		SP:Iteration 1F (155353.940000 sec): 3 clusters
  Score: Raw -3665990.906909 + Penalty 3350.961646 = -3662639.945263
  nChanged 1725
		SP:Iteration 2F (155354.270000 sec): 3 clusters
  Score: Raw -3666796.784530 + Penalty 3350.961646 = -3663445.822884
  nChanged 1975
		SP:Iteration 3F (155354.570000 sec): 3 clusters
  Score: Raw -3667979.640752 + Penalty 3350.961646 = -3664628.679107
  nChanged 2338
		SP:Iteration 4F (155354.910000 sec): 3 clusters
  Score: Raw -3669693.442621 + Penalty 3350.961646 = -3666342.480975
  nChanged 2424
		SP:Iteration 5F (155355.240000 sec): 3 clusters
  Score: Raw -3671633.755258 + Penalty 3350.961646 = -3668282.793612
  nChanged 2153
		SP:Iteration 6F (155355.570000 sec): 3 clusters
  Score: Raw -3673322.910572 + Penalty 3350.961646 = -3669971.948926
  nChanged 1554
		SP:Iteration 7F (155355.900000 sec): 3 clusters
  Score: Raw -3674468.991329 + Penalty 3350.961646 = -3671118.029683
  nChanged 1098
		SP:Iteration 8Q (155356.240000 sec): 3 clusters
  Score: Raw -3675260.415135 + Penalty 3350.961646 = -3671909.453489
  nChanged 767
		SP:Iteration 9Q (155356.570000 sec): 3 clusters
  Score: Raw -3675780.822708 + Penalty 3350.961646 = -3672429.861062
  nChanged 547
		SP:Iteration 10Q (155356.900000 sec): 3 clusters
  Score: Raw -3676162.255270 + Penalty 3350.961646 = -3672811.293624
  nChanged 416
		SP:Iteration 11Q (155357.230000 sec): 3 clusters
  Score: Raw -3676437.595912 + Penalty 3350.961646 = -3673086.634267
  nChanged 298
		SP:Iteration 12Q (155357.550000 sec): 3 clusters
  Score: Raw -3676633.870923 + Penalty 3350.961646 = -3673282.909278
  nChanged 191
		SP:Iteration 13Q (155357.880000 sec): 3 clusters
  Score: Raw -3676752.316357 + Penalty 3350.961646 = -3673401.354712
  nChanged 123
		SP:Iteration 14Q (155358.210000 sec): 3 clusters
  Score: Raw -3676831.791821 + Penalty 3350.961646 = -3673480.830175
  nChanged 81
		SP:Iteration 15Q (155358.540000 sec): 3 clusters
  Score: Raw -3676883.178966 + Penalty 3350.961646 = -3673532.217320
  nChanged 61
		SP:Iteration 16Q (155358.860000 sec): 3 clusters
  Score: Raw -3676921.244184 + Penalty 3350.961646 = -3673570.282539
  nChanged 33
		SP:Iteration 17Q (155359.140000 sec): 3 clusters
  Score: Raw -3676937.487538 + Penalty 3350.961646 = -3673586.525892
  nChanged 24
		SP:Iteration 18Q (155359.430000 sec): 3 clusters
  Score: Raw -3676950.863832 + Penalty 3350.961646 = -3673599.902186
  nChanged 20
		SP:Iteration 19Q (155359.760000 sec): 3 clusters
  Score: Raw -3676968.516987 + Penalty 3350.961646 = -3673617.555341
  nChanged 19
		SP:Iteration 20F (155360.110000 sec): 3 clusters
  Score: Raw -3676982.278096 + Penalty 3350.961646 = -3673631.316450
  nChanged 21
		SP:Iteration 21Q (155360.430000 sec): 3 clusters
  Score: Raw -3676994.294905 + Penalty 3350.961646 = -3673643.333259
  nChanged 11
		SP:Iteration 22Q (155360.760000 sec): 3 clusters
  Score: Raw -3677000.132906 + Penalty 3350.961646 = -3673649.171261
  nChanged 7
		SP:Iteration 23Q (155361.080000 sec): 3 clusters
  Score: Raw -3677002.945558 + Penalty 3350.961646 = -3673651.983912
  nChanged 4
		SP:Iteration 24Q (155361.400000 sec): 3 clusters
  Score: Raw -3677004.521765 + Penalty 3350.961646 = -3673653.560120
  nChanged 4
		SP:Iteration 25Q (155361.670000 sec): 3 clusters
  Score: Raw -3677005.966126 + Penalty 3350.961646 = -3673655.004480
  nChanged 2
		SP:Iteration 26Q (155361.970000 sec): 3 clusters
  Score: Raw -3677006.870163 + Penalty 3350.961646 = -3673655.908517
  nChanged 0
		SP:Iteration 27F (155362.320000 sec): 3 clusters
  Score: Raw -3677006.870163 + Penalty 3350.961646 = -3673655.908517
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (21221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155362.500000 sec): 2 clusters
  Score: Raw -2503204.346773 + Penalty 1618.946312 = -2501585.400461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155362.750000 sec): 3 clusters
  Score: Raw -2490350.538944 + Penalty 3237.892624 = -2487112.646319
  nChanged 9649
		SP:Iteration 1F (155362.990000 sec): 3 clusters
  Score: Raw -2495629.982626 + Penalty 3237.892624 = -2492392.090002
  nChanged 1158
		SP:Iteration 2F (155363.230000 sec): 3 clusters
  Score: Raw -2496109.205697 + Penalty 3237.892624 = -2492871.313073
  nChanged 1034
		SP:Iteration 3Q (155363.510000 sec): 3 clusters
  Score: Raw -2496516.885825 + Penalty 3237.892624 = -2493278.993201
  nChanged 974
		SP:Iteration 4Q (155363.790000 sec): 3 clusters
  Score: Raw -2496862.559568 + Penalty 3237.892624 = -2493624.666944
  nChanged 880
		SP:Iteration 5Q (155364.070000 sec): 3 clusters
  Score: Raw -2497190.092810 + Penalty 3237.892624 = -2493952.200186
  nChanged 852
		SP:Iteration 6Q (155364.350000 sec): 3 clusters
  Score: Raw -2497531.893764 + Penalty 3237.892624 = -2494294.001140
  nChanged 883
		SP:Iteration 7Q (155364.600000 sec): 3 clusters
  Score: Raw -2497921.184752 + Penalty 3237.892624 = -2494683.292128
  nChanged 905
		SP:Iteration 8Q (155364.870000 sec): 3 clusters
  Score: Raw -2498342.695753 + Penalty 3237.892624 = -2495104.803129
  nChanged 924
		SP:Iteration 9Q (155365.150000 sec): 3 clusters
  Score: Raw -2498769.191531 + Penalty 3237.892624 = -2495531.298906
  nChanged 958
		SP:Iteration 10Q (155365.400000 sec): 3 clusters
  Score: Raw -2499252.328157 + Penalty 3237.892624 = -2496014.435532
  nChanged 916
		SP:Iteration 11Q (155365.640000 sec): 3 clusters
  Score: Raw -2499709.590530 + Penalty 3237.892624 = -2496471.697906
  nChanged 802
		SP:Iteration 12Q (155365.880000 sec): 3 clusters
  Score: Raw -2500104.701408 + Penalty 3237.892624 = -2496866.808783
  nChanged 691
		SP:Iteration 13Q (155366.120000 sec): 3 clusters
  Score: Raw -2500447.646256 + Penalty 3237.892624 = -2497209.753632
  nChanged 605
		SP:Iteration 14Q (155366.400000 sec): 3 clusters
  Score: Raw -2500710.786753 + Penalty 3237.892624 = -2497472.894129
  nChanged 489
		SP:Iteration 15Q (155366.670000 sec): 3 clusters
  Score: Raw -2500885.153171 + Penalty 3237.892624 = -2497647.260547
  nChanged 403
		SP:Iteration 16Q (155366.950000 sec): 3 clusters
  Score: Raw -2501025.153880 + Penalty 3237.892624 = -2497787.261256
  nChanged 340
		SP:Iteration 17Q (155367.230000 sec): 3 clusters
  Score: Raw -2501135.397137 + Penalty 3237.892624 = -2497897.504513
  nChanged 314
		SP:Iteration 18Q (155367.500000 sec): 3 clusters
  Score: Raw -2501229.301290 + Penalty 3237.892624 = -2497991.408666
  nChanged 311
		SP:Iteration 19Q (155367.780000 sec): 3 clusters
  Score: Raw -2501318.365739 + Penalty 3237.892624 = -2498080.473115
  nChanged 294
		SP:Iteration 20F (155368.050000 sec): 3 clusters
  Score: Raw -2501395.500107 + Penalty 3237.892624 = -2498157.607482
  nChanged 275
		SP:Iteration 21Q (155368.330000 sec): 3 clusters
  Score: Raw -2501466.316433 + Penalty 3237.892624 = -2498228.423808
  nChanged 276
		SP:Iteration 22Q (155368.600000 sec): 3 clusters
  Score: Raw -2501546.392792 + Penalty 3237.892624 = -2498308.500168
  nChanged 310
		SP:Iteration 23Q (155368.870000 sec): 3 clusters
  Score: Raw -2501645.984797 + Penalty 3237.892624 = -2498408.092173
  nChanged 328
		SP:Iteration 24Q (155369.150000 sec): 3 clusters
  Score: Raw -2501753.571436 + Penalty 3237.892624 = -2498515.678811
  nChanged 314
		SP:Iteration 25Q (155369.420000 sec): 3 clusters
  Score: Raw -2501856.903094 + Penalty 3237.892624 = -2498619.010469
  nChanged 324
		SP:Iteration 26Q (155369.690000 sec): 3 clusters
  Score: Raw -2501967.216469 + Penalty 3237.892624 = -2498729.323845
  nChanged 335
		SP:Iteration 27Q (155369.920000 sec): 3 clusters
  Score: Raw -2502080.830307 + Penalty 3237.892624 = -2498842.937683
  nChanged 362
		SP:Iteration 28Q (155370.180000 sec): 3 clusters
  Score: Raw -2502211.771808 + Penalty 3237.892624 = -2498973.879184
  nChanged 343
		SP:Iteration 29Q (155370.410000 sec): 3 clusters
  Score: Raw -2502336.830416 + Penalty 3237.892624 = -2499098.937792
  nChanged 355
		SP:Iteration 30Q (155370.680000 sec): 3 clusters
  Score: Raw -2502471.767718 + Penalty 3237.892624 = -2499233.875093
  nChanged 324
		SP:Iteration 31Q (155370.940000 sec): 3 clusters
  Score: Raw -2502591.551052 + Penalty 3237.892624 = -2499353.658428
  nChanged 312
		SP:Iteration 32Q (155371.170000 sec): 3 clusters
  Score: Raw -2502706.674534 + Penalty 3237.892624 = -2499468.781910
  nChanged 294
		SP:Iteration 33Q (155371.420000 sec): 3 clusters
  Score: Raw -2502821.904488 + Penalty 3237.892624 = -2499584.011864
  nChanged 285
		SP:Iteration 34Q (155371.650000 sec): 3 clusters
  Score: Raw -2502942.292133 + Penalty 3237.892624 = -2499704.399509
  nChanged 268
		SP:Iteration 35Q (155371.910000 sec): 3 clusters
  Score: Raw -2503056.727094 + Penalty 3237.892624 = -2499818.834470
  nChanged 264
		SP:Iteration 36Q (155372.140000 sec): 3 clusters
  Score: Raw -2503180.622847 + Penalty 3237.892624 = -2499942.730223
  nChanged 244
		SP:Iteration 37Q (155372.390000 sec): 3 clusters
  Score: Raw -2503287.497011 + Penalty 3237.892624 = -2500049.604387
  nChanged 192
		SP:Iteration 38Q (155372.650000 sec): 3 clusters
  Score: Raw -2503365.404391 + Penalty 3237.892624 = -2500127.511766
  nChanged 165
		SP:Iteration 39Q (155372.910000 sec): 3 clusters
  Score: Raw -2503427.170617 + Penalty 3237.892624 = -2500189.277992
  nChanged 156
		SP:Iteration 40F (155373.180000 sec): 3 clusters
  Score: Raw -2503483.203233 + Penalty 3237.892624 = -2500245.310609
  nChanged 122
		SP:Iteration 41Q (155373.400000 sec): 3 clusters
  Score: Raw -2503527.017942 + Penalty 3237.892624 = -2500289.125318
  nChanged 106
		SP:Iteration 42Q (155373.650000 sec): 3 clusters
  Score: Raw -2503567.139310 + Penalty 3237.892624 = -2500329.246685
  nChanged 108
		SP:Iteration 43Q (155373.910000 sec): 3 clusters
  Score: Raw -2503612.633627 + Penalty 3237.892624 = -2500374.741003
  nChanged 103
		SP:Iteration 44Q (155374.160000 sec): 3 clusters
  Score: Raw -2503659.388287 + Penalty 3237.892624 = -2500421.495663
  nChanged 110
		SP:Iteration 45Q (155374.380000 sec): 3 clusters
  Score: Raw -2503706.736315 + Penalty 3237.892624 = -2500468.843690
  nChanged 89
		SP:Iteration 46Q (155374.630000 sec): 3 clusters
  Score: Raw -2503745.335960 + Penalty 3237.892624 = -2500507.443336
  nChanged 79
		SP:Iteration 47Q (155374.880000 sec): 3 clusters
  Score: Raw -2503774.193819 + Penalty 3237.892624 = -2500536.301195
  nChanged 62
		SP:Iteration 48Q (155375.140000 sec): 3 clusters
  Score: Raw -2503798.941802 + Penalty 3237.892624 = -2500561.049178
  nChanged 41
		SP:Iteration 49Q (155375.360000 sec): 3 clusters
  Score: Raw -2503814.259161 + Penalty 3237.892624 = -2500576.366537
  nChanged 37
		SP:Iteration 50Q (155375.600000 sec): 3 clusters
  Score: Raw -2503827.048161 + Penalty 3237.892624 = -2500589.155536
  nChanged 24
		SP:Iteration 51Q (155375.860000 sec): 3 clusters
  Score: Raw -2503834.976963 + Penalty 3237.892624 = -2500597.084339
  nChanged 31
		SP:Iteration 52Q (155376.110000 sec): 3 clusters
  Score: Raw -2503845.091799 + Penalty 3237.892624 = -2500607.199174
  nChanged 32
		SP:Iteration 53Q (155376.330000 sec): 3 clusters
  Score: Raw -2503856.425407 + Penalty 3237.892624 = -2500618.532783
  nChanged 20
		SP:Iteration 54Q (155376.550000 sec): 3 clusters
  Score: Raw -2503861.060499 + Penalty 3237.892624 = -2500623.167875
  nChanged 14
		SP:Iteration 55Q (155376.770000 sec): 3 clusters
  Score: Raw -2503864.991632 + Penalty 3237.892624 = -2500627.099008
  nChanged 13
		SP:Iteration 56Q (155377.010000 sec): 3 clusters
  Score: Raw -2503868.244904 + Penalty 3237.892624 = -2500630.352280
  nChanged 12
		SP:Iteration 57Q (155377.260000 sec): 3 clusters
  Score: Raw -2503873.962236 + Penalty 3237.892624 = -2500636.069611
  nChanged 15
		SP:Iteration 58Q (155377.520000 sec): 3 clusters
  Score: Raw -2503878.440656 + Penalty 3237.892624 = -2500640.548032
  nChanged 11
		SP:Iteration 59Q (155377.740000 sec): 3 clusters
  Score: Raw -2503882.715781 + Penalty 3237.892624 = -2500644.823157
  nChanged 13
		SP:Iteration 60F (155378.010000 sec): 3 clusters
  Score: Raw -2503886.886258 + Penalty 3237.892624 = -2500648.993633
  nChanged 8
		SP:Iteration 61Q (155378.230000 sec): 3 clusters
  Score: Raw -2503888.631546 + Penalty 3237.892624 = -2500650.738922
  nChanged 8
		SP:Iteration 62Q (155378.440000 sec): 3 clusters
  Score: Raw -2503890.853616 + Penalty 3237.892624 = -2500652.960992
  nChanged 6
		SP:Iteration 63Q (155378.690000 sec): 3 clusters
  Score: Raw -2503892.474913 + Penalty 3237.892624 = -2500654.582288
  nChanged 6
		SP:Iteration 64Q (155378.940000 sec): 3 clusters
  Score: Raw -2503893.705807 + Penalty 3237.892624 = -2500655.813183
  nChanged 3
		SP:Iteration 65Q (155379.200000 sec): 3 clusters
  Score: Raw -2503894.597625 + Penalty 3237.892624 = -2500656.705000
  nChanged 5
		SP:Iteration 66Q (155379.420000 sec): 3 clusters
  Score: Raw -2503895.801264 + Penalty 3237.892624 = -2500657.908640
  nChanged 2
		SP:Iteration 67Q (155379.640000 sec): 3 clusters
  Score: Raw -2503896.632050 + Penalty 3237.892624 = -2500658.739426
  nChanged 4
		SP:Iteration 68Q (155379.860000 sec): 3 clusters
  Score: Raw -2503897.809736 + Penalty 3237.892624 = -2500659.917111
  nChanged 1
		SP:Iteration 69Q (155380.100000 sec): 3 clusters
  Score: Raw -2503898.094993 + Penalty 3237.892624 = -2500660.202368
  nChanged 1
		SP:Iteration 70Q (155380.350000 sec): 3 clusters
  Score: Raw -2503898.283679 + Penalty 3237.892624 = -2500660.391054
  nChanged 0
		SP:Iteration 71F (155380.630000 sec): 3 clusters
  Score: Raw -2503898.283679 + Penalty 3237.892624 = -2500660.391054
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155380.810000 sec): 2 clusters
  Score: Raw -2095941.006490 + Penalty 1593.042046 = -2094347.964443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155381.070000 sec): 3 clusters
  Score: Raw -2085176.945897 + Penalty 3186.084093 = -2081990.861804
  nChanged 8065
		SP:Iteration 1F (155381.290000 sec): 3 clusters
  Score: Raw -2089683.243626 + Penalty 3186.084093 = -2086497.159533
  nChanged 908
		SP:Iteration 2F (155381.540000 sec): 3 clusters
  Score: Raw -2090042.388673 + Penalty 3186.084093 = -2086856.304580
  nChanged 926
		SP:Iteration 3F (155381.750000 sec): 3 clusters
  Score: Raw -2090443.666167 + Penalty 3186.084093 = -2087257.582074
  nChanged 945
		SP:Iteration 4F (155381.970000 sec): 3 clusters
  Score: Raw -2090935.722303 + Penalty 3186.084093 = -2087749.638211
  nChanged 1047
		SP:Iteration 5F (155382.220000 sec): 3 clusters
  Score: Raw -2091620.903535 + Penalty 3186.084093 = -2088434.819442
  nChanged 1160
		SP:Iteration 6F (155382.450000 sec): 3 clusters
  Score: Raw -2092505.532101 + Penalty 3186.084093 = -2089319.448008
  nChanged 1181
		SP:Iteration 7F (155382.690000 sec): 3 clusters
  Score: Raw -2093520.337089 + Penalty 3186.084093 = -2090334.252996
  nChanged 1077
		SP:Iteration 8F (155382.910000 sec): 3 clusters
  Score: Raw -2094511.618212 + Penalty 3186.084093 = -2091325.534119
  nChanged 775
		SP:Iteration 9Q (155383.150000 sec): 3 clusters
  Score: Raw -2095298.435280 + Penalty 3186.084093 = -2092112.351187
  nChanged 487
		SP:Iteration 10Q (155383.360000 sec): 3 clusters
  Score: Raw -2095787.068569 + Penalty 3186.084093 = -2092600.984476
  nChanged 269
		SP:Iteration 11Q (155383.600000 sec): 3 clusters
  Score: Raw -2096038.920906 + Penalty 3186.084093 = -2092852.836813
  nChanged 151
		SP:Iteration 12Q (155383.800000 sec): 3 clusters
  Score: Raw -2096173.903194 + Penalty 3186.084093 = -2092987.819101
  nChanged 128
		SP:Iteration 13Q (155384.000000 sec): 3 clusters
  Score: Raw -2096270.340706 + Penalty 3186.084093 = -2093084.256613
  nChanged 82
		SP:Iteration 14Q (155384.260000 sec): 3 clusters
  Score: Raw -2096312.434407 + Penalty 3186.084093 = -2093126.350314
  nChanged 53
		SP:Iteration 15Q (155384.460000 sec): 3 clusters
  Score: Raw -2096338.501984 + Penalty 3186.084093 = -2093152.417891
  nChanged 41
		SP:Iteration 16Q (155384.670000 sec): 3 clusters
  Score: Raw -2096358.039890 + Penalty 3186.084093 = -2093171.955797
  nChanged 34
		SP:Iteration 17Q (155384.900000 sec): 3 clusters
  Score: Raw -2096371.706563 + Penalty 3186.084093 = -2093185.622471
  nChanged 20
		SP:Iteration 18Q (155385.090000 sec): 3 clusters
  Score: Raw -2096378.468016 + Penalty 3186.084093 = -2093192.383923
  nChanged 16
		SP:Iteration 19Q (155385.300000 sec): 3 clusters
  Score: Raw -2096385.779237 + Penalty 3186.084093 = -2093199.695144
  nChanged 16
		SP:Iteration 20F (155385.550000 sec): 3 clusters
  Score: Raw -2096391.546745 + Penalty 3186.084093 = -2093205.462652
  nChanged 11
		SP:Iteration 21Q (155385.750000 sec): 3 clusters
  Score: Raw -2096395.594861 + Penalty 3186.084093 = -2093209.510768
  nChanged 7
		SP:Iteration 22Q (155385.950000 sec): 3 clusters
  Score: Raw -2096398.275275 + Penalty 3186.084093 = -2093212.191182
  nChanged 5
		SP:Iteration 23Q (155386.180000 sec): 3 clusters
  Score: Raw -2096400.334357 + Penalty 3186.084093 = -2093214.250264
  nChanged 6
		SP:Iteration 24Q (155386.380000 sec): 3 clusters
  Score: Raw -2096402.248850 + Penalty 3186.084093 = -2093216.164757
  nChanged 3
		SP:Iteration 25Q (155386.590000 sec): 3 clusters
  Score: Raw -2096403.519947 + Penalty 3186.084093 = -2093217.435854
  nChanged 8
		SP:Iteration 26Q (155386.820000 sec): 3 clusters
  Score: Raw -2096406.144530 + Penalty 3186.084093 = -2093220.060437
  nChanged 4
		SP:Iteration 27Q (155387.020000 sec): 3 clusters
  Score: Raw -2096407.057998 + Penalty 3186.084093 = -2093220.973905
  nChanged 1
		SP:Iteration 28Q (155387.220000 sec): 3 clusters
  Score: Raw -2096407.306738 + Penalty 3186.084093 = -2093221.222645
  nChanged 1
		SP:Iteration 29Q (155387.480000 sec): 3 clusters
  Score: Raw -2096407.576158 + Penalty 3186.084093 = -2093221.492065
  nChanged 0
		SP:Iteration 30F (155387.690000 sec): 3 clusters
  Score: Raw -2096407.576158 + Penalty 3186.084093 = -2093221.492065
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155387.750000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155387.760000 sec): 3 clusters
  Score: Raw -59134.666504 + Penalty 2040.519463 = -57094.147042
  nChanged 121
		SP:Iteration 1F (155387.770000 sec): 3 clusters
  Score: Raw -59305.336188 + Penalty 2040.519463 = -57264.816725
  nChanged 27
		SP:Iteration 2F (155387.780000 sec): 3 clusters
  Score: Raw -59350.900613 + Penalty 2040.519463 = -57310.381150
  nChanged 18
		SP:Iteration 3Q (155387.790000 sec): 3 clusters
  Score: Raw -59383.223454 + Penalty 2040.519463 = -57342.703991
  nChanged 13
		SP:Iteration 4Q (155387.810000 sec): 3 clusters
  Score: Raw -59413.265309 + Penalty 2040.519463 = -57372.745846
  nChanged 13
		SP:Iteration 5Q (155387.820000 sec): 3 clusters
  Score: Raw -59426.864940 + Penalty 2040.519463 = -57386.345477
  nChanged 6
		SP:Iteration 6Q (155387.830000 sec): 3 clusters
  Score: Raw -59436.630201 + Penalty 2040.519463 = -57396.110738
  nChanged 7
		SP:Iteration 7Q (155387.840000 sec): 3 clusters
  Score: Raw -59452.510937 + Penalty 2040.519463 = -57411.991474
  nChanged 5
		SP:Iteration 8Q (155387.850000 sec): 3 clusters
  Score: Raw -59459.408534 + Penalty 2040.519463 = -57418.889071
  nChanged 2
		SP:Iteration 9Q (155387.870000 sec): 3 clusters
  Score: Raw -59468.973126 + Penalty 2040.519463 = -57428.453663
  nChanged 4
		SP:Iteration 10Q (155387.880000 sec): 3 clusters
  Score: Raw -59479.312896 + Penalty 2040.519463 = -57438.793433
  nChanged 5
		SP:Iteration 11Q (155387.890000 sec): 3 clusters
  Score: Raw -59487.405747 + Penalty 2040.519463 = -57446.886285
  nChanged 5
		SP:Iteration 12Q (155387.900000 sec): 3 clusters
  Score: Raw -59491.257811 + Penalty 2040.519463 = -57450.738348
  nChanged 2
		SP:Iteration 13Q (155387.910000 sec): 3 clusters
  Score: Raw -59494.307684 + Penalty 2040.519463 = -57453.788222
  nChanged 2
		SP:Iteration 14Q (155387.930000 sec): 3 clusters
  Score: Raw -59497.780377 + Penalty 2040.519463 = -57457.260914
  nChanged 1
		SP:Iteration 15Q (155387.940000 sec): 3 clusters
  Score: Raw -59498.181745 + Penalty 2040.519463 = -57457.662282
  nChanged 0
		SP:Iteration 16F (155387.950000 sec): 3 clusters
  Score: Raw -59498.181745 + Penalty 2040.519463 = -57457.662282
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (60615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155388.400000 sec): 2 clusters
  Score: Raw -7090041.747994 + Penalty 1789.498371 = -7088252.249623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155388.960000 sec): 3 clusters
  Score: Raw -7051250.144795 + Penalty 3578.996742 = -7047671.148053
  nChanged 28845
		SP:Iteration 1F (155389.530000 sec): 3 clusters
  Score: Raw -7067460.064597 + Penalty 3578.996742 = -7063881.067856
  nChanged 2120
		SP:Iteration 2Q (155390.140000 sec): 3 clusters
  Score: Raw -7068054.843623 + Penalty 3578.996742 = -7064475.846881
  nChanged 2341
		SP:Iteration 3Q (155390.740000 sec): 3 clusters
  Score: Raw -7068842.660856 + Penalty 3578.996742 = -7065263.664114
  nChanged 2688
		SP:Iteration 4Q (155391.330000 sec): 3 clusters
  Score: Raw -7069962.328322 + Penalty 3578.996742 = -7066383.331580
  nChanged 3180
		SP:Iteration 5F (155391.920000 sec): 3 clusters
  Score: Raw -7071496.772687 + Penalty 3578.996742 = -7067917.775946
  nChanged 3629
		SP:Iteration 6F (155392.520000 sec): 3 clusters
  Score: Raw -7073469.565206 + Penalty 3578.996742 = -7069890.568465
  nChanged 3868
		SP:Iteration 7F (155393.110000 sec): 3 clusters
  Score: Raw -7075789.875745 + Penalty 3578.996742 = -7072210.879004
  nChanged 3795
		SP:Iteration 8F (155393.700000 sec): 3 clusters
  Score: Raw -7078466.114994 + Penalty 3578.996742 = -7074887.118252
  nChanged 3405
		SP:Iteration 9F (155394.300000 sec): 3 clusters
  Score: Raw -7081371.579605 + Penalty 3578.996742 = -7077792.582864
  nChanged 2823
		SP:Iteration 10Q (155394.900000 sec): 3 clusters
  Score: Raw -7084250.539880 + Penalty 3578.996742 = -7080671.543138
  nChanged 2259
		SP:Iteration 11Q (155395.490000 sec): 3 clusters
  Score: Raw -7086184.648988 + Penalty 3578.996742 = -7082605.652247
  nChanged 1468
		SP:Iteration 12Q (155396.060000 sec): 3 clusters
  Score: Raw -7086972.376338 + Penalty 3578.996742 = -7083393.379597
  nChanged 958
		SP:Iteration 13Q (155396.640000 sec): 3 clusters
  Score: Raw -7087413.812849 + Penalty 3578.996742 = -7083834.816108
  nChanged 809
		SP:Iteration 14Q (155397.210000 sec): 3 clusters
  Score: Raw -7087750.065860 + Penalty 3578.996742 = -7084171.069118
  nChanged 738
		SP:Iteration 15Q (155397.780000 sec): 3 clusters
  Score: Raw -7088042.743023 + Penalty 3578.996742 = -7084463.746282
  nChanged 709
		SP:Iteration 16Q (155398.320000 sec): 3 clusters
  Score: Raw -7088304.298223 + Penalty 3578.996742 = -7084725.301481
  nChanged 617
		SP:Iteration 17Q (155398.870000 sec): 3 clusters
  Score: Raw -7088513.647529 + Penalty 3578.996742 = -7084934.650788
  nChanged 555
		SP:Iteration 18Q (155399.450000 sec): 3 clusters
  Score: Raw -7088689.252894 + Penalty 3578.996742 = -7085110.256152
  nChanged 539
		SP:Iteration 19Q (155400.030000 sec): 3 clusters
  Score: Raw -7088859.449766 + Penalty 3578.996742 = -7085280.453025
  nChanged 489
		SP:Iteration 20F (155400.630000 sec): 3 clusters
  Score: Raw -7089003.130014 + Penalty 3578.996742 = -7085424.133273
  nChanged 438
		SP:Iteration 21Q (155401.210000 sec): 3 clusters
  Score: Raw -7089131.570770 + Penalty 3578.996742 = -7085552.574029
  nChanged 441
		SP:Iteration 22Q (155401.810000 sec): 3 clusters
  Score: Raw -7089262.283057 + Penalty 3578.996742 = -7085683.286315
  nChanged 390
		SP:Iteration 23Q (155402.400000 sec): 3 clusters
  Score: Raw -7089377.931406 + Penalty 3578.996742 = -7085798.934665
  nChanged 370
		SP:Iteration 24Q (155402.990000 sec): 3 clusters
  Score: Raw -7089478.947828 + Penalty 3578.996742 = -7085899.951087
  nChanged 335
		SP:Iteration 25Q (155403.590000 sec): 3 clusters
  Score: Raw -7089569.435908 + Penalty 3578.996742 = -7085990.439167
  nChanged 289
		SP:Iteration 26Q (155404.190000 sec): 3 clusters
  Score: Raw -7089632.280526 + Penalty 3578.996742 = -7086053.283785
  nChanged 226
		SP:Iteration 27Q (155404.780000 sec): 3 clusters
  Score: Raw -7089677.904179 + Penalty 3578.996742 = -7086098.907438
  nChanged 208
		SP:Iteration 28Q (155405.380000 sec): 3 clusters
  Score: Raw -7089721.295055 + Penalty 3578.996742 = -7086142.298314
  nChanged 227
		SP:Iteration 29Q (155405.970000 sec): 3 clusters
  Score: Raw -7089775.625804 + Penalty 3578.996742 = -7086196.629063
  nChanged 231
		SP:Iteration 30Q (155406.570000 sec): 3 clusters
  Score: Raw -7089829.074146 + Penalty 3578.996742 = -7086250.077405
  nChanged 224
		SP:Iteration 31Q (155407.170000 sec): 3 clusters
  Score: Raw -7089881.907072 + Penalty 3578.996742 = -7086302.910331
  nChanged 206
		SP:Iteration 32Q (155407.770000 sec): 3 clusters
  Score: Raw -7089930.510034 + Penalty 3578.996742 = -7086351.513293
  nChanged 206
		SP:Iteration 33Q (155408.350000 sec): 3 clusters
  Score: Raw -7089980.668854 + Penalty 3578.996742 = -7086401.672112
  nChanged 197
		SP:Iteration 34Q (155408.950000 sec): 3 clusters
  Score: Raw -7090029.039768 + Penalty 3578.996742 = -7086450.043027
  nChanged 182
		SP:Iteration 35Q (155409.550000 sec): 3 clusters
  Score: Raw -7090071.061157 + Penalty 3578.996742 = -7086492.064416
  nChanged 179
		SP:Iteration 36Q (155410.130000 sec): 3 clusters
  Score: Raw -7090112.009702 + Penalty 3578.996742 = -7086533.012960
  nChanged 170
		SP:Iteration 37Q (155410.740000 sec): 3 clusters
  Score: Raw -7090148.861232 + Penalty 3578.996742 = -7086569.864490
  nChanged 163
		SP:Iteration 38Q (155411.350000 sec): 3 clusters
  Score: Raw -7090189.698957 + Penalty 3578.996742 = -7086610.702215
  nChanged 159
		SP:Iteration 39Q (155411.930000 sec): 3 clusters
  Score: Raw -7090228.731370 + Penalty 3578.996742 = -7086649.734628
  nChanged 147
		SP:Iteration 40F (155412.520000 sec): 3 clusters
  Score: Raw -7090264.160333 + Penalty 3578.996742 = -7086685.163592
  nChanged 133
		SP:Iteration 41Q (155413.130000 sec): 3 clusters
  Score: Raw -7090297.557552 + Penalty 3578.996742 = -7086718.560810
  nChanged 128
		SP:Iteration 42Q (155413.740000 sec): 3 clusters
  Score: Raw -7090331.400807 + Penalty 3578.996742 = -7086752.404066
  nChanged 134
		SP:Iteration 43Q (155414.320000 sec): 3 clusters
  Score: Raw -7090367.838641 + Penalty 3578.996742 = -7086788.841899
  nChanged 124
		SP:Iteration 44Q (155414.930000 sec): 3 clusters
  Score: Raw -7090401.038232 + Penalty 3578.996742 = -7086822.041491
  nChanged 98
		SP:Iteration 45Q (155415.510000 sec): 3 clusters
  Score: Raw -7090426.760952 + Penalty 3578.996742 = -7086847.764211
  nChanged 102
		SP:Iteration 46Q (155416.120000 sec): 3 clusters
  Score: Raw -7090453.684878 + Penalty 3578.996742 = -7086874.688137
  nChanged 89
		SP:Iteration 47Q (155416.710000 sec): 3 clusters
  Score: Raw -7090477.319966 + Penalty 3578.996742 = -7086898.323224
  nChanged 87
		SP:Iteration 48Q (155417.320000 sec): 3 clusters
  Score: Raw -7090500.404880 + Penalty 3578.996742 = -7086921.408138
  nChanged 69
		SP:Iteration 49Q (155417.900000 sec): 3 clusters
  Score: Raw -7090516.807648 + Penalty 3578.996742 = -7086937.810907
  nChanged 59
		SP:Iteration 50Q (155418.490000 sec): 3 clusters
  Score: Raw -7090532.378194 + Penalty 3578.996742 = -7086953.381453
  nChanged 58
		SP:Iteration 51Q (155419.080000 sec): 3 clusters
  Score: Raw -7090544.524559 + Penalty 3578.996742 = -7086965.527818
  nChanged 52
		SP:Iteration 52Q (155419.690000 sec): 3 clusters
  Score: Raw -7090554.519249 + Penalty 3578.996742 = -7086975.522507
  nChanged 38
		SP:Iteration 53Q (155420.280000 sec): 3 clusters
  Score: Raw -7090562.660023 + Penalty 3578.996742 = -7086983.663281
  nChanged 35
		SP:Iteration 54Q (155420.860000 sec): 3 clusters
  Score: Raw -7090569.004076 + Penalty 3578.996742 = -7086990.007334
  nChanged 33
		SP:Iteration 55Q (155421.470000 sec): 3 clusters
  Score: Raw -7090574.008412 + Penalty 3578.996742 = -7086995.011671
  nChanged 25
		SP:Iteration 56Q (155422.070000 sec): 3 clusters
  Score: Raw -7090577.848708 + Penalty 3578.996742 = -7086998.851967
  nChanged 25
		SP:Iteration 57Q (155422.670000 sec): 3 clusters
  Score: Raw -7090582.257345 + Penalty 3578.996742 = -7087003.260604
  nChanged 26
		SP:Iteration 58Q (155423.250000 sec): 3 clusters
  Score: Raw -7090587.796498 + Penalty 3578.996742 = -7087008.799756
  nChanged 30
		SP:Iteration 59Q (155423.860000 sec): 3 clusters
  Score: Raw -7090594.213165 + Penalty 3578.996742 = -7087015.216423
  nChanged 40
		SP:Iteration 60F (155424.440000 sec): 3 clusters
  Score: Raw -7090603.340625 + Penalty 3578.996742 = -7087024.343883
  nChanged 35
		SP:Iteration 61Q (155425.040000 sec): 3 clusters
  Score: Raw -7090611.135597 + Penalty 3578.996742 = -7087032.138855
  nChanged 33
		SP:Iteration 62Q (155425.650000 sec): 3 clusters
  Score: Raw -7090618.260157 + Penalty 3578.996742 = -7087039.263415
  nChanged 33
		SP:Iteration 63Q (155426.250000 sec): 3 clusters
  Score: Raw -7090624.150661 + Penalty 3578.996742 = -7087045.153920
  nChanged 31
		SP:Iteration 64Q (155426.830000 sec): 3 clusters
  Score: Raw -7090630.361130 + Penalty 3578.996742 = -7087051.364388
  nChanged 22
		SP:Iteration 65Q (155427.440000 sec): 3 clusters
  Score: Raw -7090634.488726 + Penalty 3578.996742 = -7087055.491985
  nChanged 17
		SP:Iteration 66Q (155428.040000 sec): 3 clusters
  Score: Raw -7090637.540396 + Penalty 3578.996742 = -7087058.543654
  nChanged 13
		SP:Iteration 67Q (155428.630000 sec): 3 clusters
  Score: Raw -7090639.815817 + Penalty 3578.996742 = -7087060.819076
  nChanged 11
		SP:Iteration 68Q (155429.230000 sec): 3 clusters
  Score: Raw -7090642.501700 + Penalty 3578.996742 = -7087063.504959
  nChanged 10
		SP:Iteration 69Q (155429.840000 sec): 3 clusters
  Score: Raw -7090644.673803 + Penalty 3578.996742 = -7087065.677062
  nChanged 7
		SP:Iteration 70Q (155430.410000 sec): 3 clusters
  Score: Raw -7090646.487656 + Penalty 3578.996742 = -7087067.490915
  nChanged 11
		SP:Iteration 71Q (155431.020000 sec): 3 clusters
  Score: Raw -7090649.802120 + Penalty 3578.996742 = -7087070.805379
  nChanged 21
		SP:Iteration 72Q (155431.630000 sec): 3 clusters
  Score: Raw -7090654.395140 + Penalty 3578.996742 = -7087075.398399
  nChanged 18
		SP:Iteration 73Q (155432.210000 sec): 3 clusters
  Score: Raw -7090658.716274 + Penalty 3578.996742 = -7087079.719533
  nChanged 16
		SP:Iteration 74Q (155432.810000 sec): 3 clusters
  Score: Raw -7090662.977582 + Penalty 3578.996742 = -7087083.980841
  nChanged 24
		SP:Iteration 75Q (155433.390000 sec): 3 clusters
  Score: Raw -7090669.512131 + Penalty 3578.996742 = -7087090.515389
  nChanged 24
		SP:Iteration 76Q (155434.000000 sec): 3 clusters
  Score: Raw -7090676.875339 + Penalty 3578.996742 = -7087097.878597
  nChanged 26
		SP:Iteration 77Q (155434.610000 sec): 3 clusters
  Score: Raw -7090684.134623 + Penalty 3578.996742 = -7087105.137881
  nChanged 28
		SP:Iteration 78Q (155435.190000 sec): 3 clusters
  Score: Raw -7090691.537684 + Penalty 3578.996742 = -7087112.540943
  nChanged 25
		SP:Iteration 79Q (155435.790000 sec): 3 clusters
  Score: Raw -7090697.399670 + Penalty 3578.996742 = -7087118.402928
  nChanged 17
		SP:Iteration 80F (155436.360000 sec): 3 clusters
  Score: Raw -7090701.736011 + Penalty 3578.996742 = -7087122.739270
  nChanged 17
		SP:Iteration 81Q (155436.970000 sec): 3 clusters
  Score: Raw -7090705.786524 + Penalty 3578.996742 = -7087126.789782
  nChanged 18
		SP:Iteration 82Q (155437.580000 sec): 3 clusters
  Score: Raw -7090709.943371 + Penalty 3578.996742 = -7087130.946629
  nChanged 15
		SP:Iteration 83Q (155438.180000 sec): 3 clusters
  Score: Raw -7090713.238652 + Penalty 3578.996742 = -7087134.241910
  nChanged 9
		SP:Iteration 84Q (155438.790000 sec): 3 clusters
  Score: Raw -7090714.983979 + Penalty 3578.996742 = -7087135.987238
  nChanged 11
		SP:Iteration 85Q (155439.370000 sec): 3 clusters
  Score: Raw -7090717.058128 + Penalty 3578.996742 = -7087138.061386
  nChanged 7
		SP:Iteration 86Q (155439.980000 sec): 3 clusters
  Score: Raw -7090718.563924 + Penalty 3578.996742 = -7087139.567182
  nChanged 9
		SP:Iteration 87Q (155440.580000 sec): 3 clusters
  Score: Raw -7090719.998376 + Penalty 3578.996742 = -7087141.001634
  nChanged 6
		SP:Iteration 88Q (155441.160000 sec): 3 clusters
  Score: Raw -7090720.767194 + Penalty 3578.996742 = -7087141.770453
  nChanged 2
		SP:Iteration 89Q (155441.770000 sec): 3 clusters
  Score: Raw -7090720.988929 + Penalty 3578.996742 = -7087141.992188
  nChanged 3
		SP:Iteration 90Q (155442.350000 sec): 3 clusters
  Score: Raw -7090721.347596 + Penalty 3578.996742 = -7087142.350855
  nChanged 2
		SP:Iteration 91Q (155442.960000 sec): 3 clusters
  Score: Raw -7090721.686934 + Penalty 3578.996742 = -7087142.690193
  nChanged 3
		SP:Iteration 92Q (155443.560000 sec): 3 clusters
  Score: Raw -7090722.206007 + Penalty 3578.996742 = -7087143.209265
  nChanged 4
		SP:Iteration 93Q (155444.140000 sec): 3 clusters
  Score: Raw -7090722.654665 + Penalty 3578.996742 = -7087143.657923
  nChanged 0
		SP:Iteration 94F (155444.740000 sec): 3 clusters
  Score: Raw -7090722.654665 + Penalty 3578.996742 = -7087143.657923
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (97216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155445.340000 sec): 2 clusters
  Score: Raw -11026493.036859 + Penalty 1866.262220 = -11024626.774639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155446.200000 sec): 3 clusters
  Score: Raw -10963321.269594 + Penalty 3732.524440 = -10959588.745153
  nChanged 46601
		SP:Iteration 1F (155447.080000 sec): 3 clusters
  Score: Raw -10991280.398415 + Penalty 3732.524440 = -10987547.873975
  nChanged 4164
		SP:Iteration 2Q (155447.940000 sec): 3 clusters
  Score: Raw -10992800.628278 + Penalty 3732.524440 = -10989068.103837
  nChanged 4616
		SP:Iteration 3Q (155448.860000 sec): 3 clusters
  Score: Raw -10994858.931796 + Penalty 3732.524440 = -10991126.407356
  nChanged 5251
		SP:Iteration 4F (155449.700000 sec): 3 clusters
  Score: Raw -10997618.412923 + Penalty 3732.524440 = -10993885.888482
  nChanged 5815
		SP:Iteration 5F (155450.600000 sec): 3 clusters
  Score: Raw -11001207.582980 + Penalty 3732.524440 = -10997475.058539
  nChanged 6177
		SP:Iteration 6F (155451.440000 sec): 3 clusters
  Score: Raw -11005424.915893 + Penalty 3732.524440 = -11001692.391453
  nChanged 5938
		SP:Iteration 7F (155452.340000 sec): 3 clusters
  Score: Raw -11009572.655637 + Penalty 3732.524440 = -11005840.131196
  nChanged 5235
		SP:Iteration 8F (155453.180000 sec): 3 clusters
  Score: Raw -11012925.809563 + Penalty 3732.524440 = -11009193.285123
  nChanged 4220
		SP:Iteration 9Q (155454.060000 sec): 3 clusters
  Score: Raw -11015213.056333 + Penalty 3732.524440 = -11011480.531893
  nChanged 3178
		SP:Iteration 10Q (155454.890000 sec): 3 clusters
  Score: Raw -11016684.234548 + Penalty 3732.524440 = -11012951.710107
  nChanged 2457
		SP:Iteration 11Q (155455.760000 sec): 3 clusters
  Score: Raw -11017668.237341 + Penalty 3732.524440 = -11013935.712901
  nChanged 1982
		SP:Iteration 12Q (155456.560000 sec): 3 clusters
  Score: Raw -11018407.146778 + Penalty 3732.524440 = -11014674.622337
  nChanged 1721
		SP:Iteration 13Q (155457.420000 sec): 3 clusters
  Score: Raw -11019041.113316 + Penalty 3732.524440 = -11015308.588876
  nChanged 1656
		SP:Iteration 14Q (155458.220000 sec): 3 clusters
  Score: Raw -11019648.591117 + Penalty 3732.524440 = -11015916.066676
  nChanged 1573
		SP:Iteration 15Q (155459.020000 sec): 3 clusters
  Score: Raw -11020234.516954 + Penalty 3732.524440 = -11016501.992513
  nChanged 1570
		SP:Iteration 16Q (155459.820000 sec): 3 clusters
  Score: Raw -11020837.983918 + Penalty 3732.524440 = -11017105.459477
  nChanged 1492
		SP:Iteration 17Q (155460.610000 sec): 3 clusters
  Score: Raw -11021432.232200 + Penalty 3732.524440 = -11017699.707760
  nChanged 1464
		SP:Iteration 18Q (155461.390000 sec): 3 clusters
  Score: Raw -11022016.488217 + Penalty 3732.524440 = -11018283.963777
  nChanged 1399
		SP:Iteration 19Q (155462.170000 sec): 3 clusters
  Score: Raw -11022587.422179 + Penalty 3732.524440 = -11018854.897739
  nChanged 1355
		SP:Iteration 20F (155463.020000 sec): 3 clusters
  Score: Raw -11023146.930088 + Penalty 3732.524440 = -11019414.405648
  nChanged 1302
		SP:Iteration 21Q (155463.840000 sec): 3 clusters
  Score: Raw -11023672.586258 + Penalty 3732.524440 = -11019940.061817
  nChanged 1208
		SP:Iteration 22Q (155464.660000 sec): 3 clusters
  Score: Raw -11024180.743173 + Penalty 3732.524440 = -11020448.218733
  nChanged 1147
		SP:Iteration 23Q (155465.480000 sec): 3 clusters
  Score: Raw -11024670.411505 + Penalty 3732.524440 = -11020937.887064
  nChanged 1007
		SP:Iteration 24Q (155466.270000 sec): 3 clusters
  Score: Raw -11025118.123529 + Penalty 3732.524440 = -11021385.599088
  nChanged 925
		SP:Iteration 25Q (155467.090000 sec): 3 clusters
  Score: Raw -11025563.439777 + Penalty 3732.524440 = -11021830.915336
  nChanged 797
		SP:Iteration 26Q (155467.910000 sec): 3 clusters
  Score: Raw -11025969.768427 + Penalty 3732.524440 = -11022237.243987
  nChanged 690
		SP:Iteration 27Q (155468.710000 sec): 3 clusters
  Score: Raw -11026334.532916 + Penalty 3732.524440 = -11022602.008476
  nChanged 574
		SP:Iteration 28Q (155469.530000 sec): 3 clusters
  Score: Raw -11026645.572525 + Penalty 3732.524440 = -11022913.048085
  nChanged 413
		SP:Iteration 29Q (155470.340000 sec): 3 clusters
  Score: Raw -11026866.232989 + Penalty 3732.524440 = -11023133.708548
  nChanged 340
		SP:Iteration 30Q (155471.150000 sec): 3 clusters
  Score: Raw -11027057.390143 + Penalty 3732.524440 = -11023324.865703
  nChanged 286
		SP:Iteration 31Q (155471.950000 sec): 3 clusters
  Score: Raw -11027213.556395 + Penalty 3732.524440 = -11023481.031954
  nChanged 203
		SP:Iteration 32Q (155472.760000 sec): 3 clusters
  Score: Raw -11027317.102426 + Penalty 3732.524440 = -11023584.577985
  nChanged 149
		SP:Iteration 33Q (155473.570000 sec): 3 clusters
  Score: Raw -11027391.257085 + Penalty 3732.524440 = -11023658.732644
  nChanged 135
		SP:Iteration 34Q (155474.370000 sec): 3 clusters
  Score: Raw -11027453.308168 + Penalty 3732.524440 = -11023720.783728
  nChanged 115
		SP:Iteration 35Q (155475.180000 sec): 3 clusters
  Score: Raw -11027503.887109 + Penalty 3732.524440 = -11023771.362669
  nChanged 101
		SP:Iteration 36Q (155475.990000 sec): 3 clusters
  Score: Raw -11027547.572563 + Penalty 3732.524440 = -11023815.048123
  nChanged 87
		SP:Iteration 37Q (155476.790000 sec): 3 clusters
  Score: Raw -11027579.692458 + Penalty 3732.524440 = -11023847.168017
  nChanged 70
		SP:Iteration 38Q (155477.550000 sec): 3 clusters
  Score: Raw -11027610.513395 + Penalty 3732.524440 = -11023877.988954
  nChanged 64
		SP:Iteration 39Q (155478.330000 sec): 3 clusters
  Score: Raw -11027628.358139 + Penalty 3732.524440 = -11023895.833699
  nChanged 41
		SP:Iteration 40F (155479.190000 sec): 3 clusters
  Score: Raw -11027654.797426 + Penalty 3732.524440 = -11023922.272985
  nChanged 45
		SP:Iteration 41Q (155479.950000 sec): 3 clusters
  Score: Raw -11027669.589350 + Penalty 3732.524440 = -11023937.064909
  nChanged 36
		SP:Iteration 42Q (155480.760000 sec): 3 clusters
  Score: Raw -11027679.686058 + Penalty 3732.524440 = -11023947.161618
  nChanged 30
		SP:Iteration 43Q (155481.570000 sec): 3 clusters
  Score: Raw -11027686.626788 + Penalty 3732.524440 = -11023954.102347
  nChanged 21
		SP:Iteration 44Q (155482.370000 sec): 3 clusters
  Score: Raw -11027690.931346 + Penalty 3732.524440 = -11023958.406905
  nChanged 21
		SP:Iteration 45Q (155483.180000 sec): 3 clusters
  Score: Raw -11027696.261345 + Penalty 3732.524440 = -11023963.736905
  nChanged 19
		SP:Iteration 46Q (155483.990000 sec): 3 clusters
  Score: Raw -11027700.796570 + Penalty 3732.524440 = -11023968.272130
  nChanged 20
		SP:Iteration 47Q (155484.800000 sec): 3 clusters
  Score: Raw -11027704.381074 + Penalty 3732.524440 = -11023971.856634
  nChanged 20
		SP:Iteration 48Q (155485.610000 sec): 3 clusters
  Score: Raw -11027707.934859 + Penalty 3732.524440 = -11023975.410419
  nChanged 14
		SP:Iteration 49Q (155486.410000 sec): 3 clusters
  Score: Raw -11027711.519255 + Penalty 3732.524440 = -11023978.994815
  nChanged 11
		SP:Iteration 50Q (155487.220000 sec): 3 clusters
  Score: Raw -11027713.742836 + Penalty 3732.524440 = -11023981.218396
  nChanged 10
		SP:Iteration 51Q (155488.030000 sec): 3 clusters
  Score: Raw -11027715.406384 + Penalty 3732.524440 = -11023982.881944
  nChanged 10
		SP:Iteration 52Q (155488.830000 sec): 3 clusters
  Score: Raw -11027716.683499 + Penalty 3732.524440 = -11023984.159058
  nChanged 7
		SP:Iteration 53Q (155489.590000 sec): 3 clusters
  Score: Raw -11027717.991403 + Penalty 3732.524440 = -11023985.466962
  nChanged 3
		SP:Iteration 54Q (155490.370000 sec): 3 clusters
  Score: Raw -11027718.689518 + Penalty 3732.524440 = -11023986.165078
  nChanged 5
		SP:Iteration 55Q (155491.150000 sec): 3 clusters
  Score: Raw -11027719.810013 + Penalty 3732.524440 = -11023987.285572
  nChanged 12
		SP:Iteration 56Q (155491.960000 sec): 3 clusters
  Score: Raw -11027722.676031 + Penalty 3732.524440 = -11023990.151591
  nChanged 13
		SP:Iteration 57Q (155492.790000 sec): 3 clusters
  Score: Raw -11027725.126132 + Penalty 3732.524440 = -11023992.601692
  nChanged 14
		SP:Iteration 58Q (155493.590000 sec): 3 clusters
  Score: Raw -11027727.721183 + Penalty 3732.524440 = -11023995.196743
  nChanged 7
		SP:Iteration 59Q (155494.400000 sec): 3 clusters
  Score: Raw -11027729.156482 + Penalty 3732.524440 = -11023996.632042
  nChanged 4
		SP:Iteration 60F (155495.290000 sec): 3 clusters
  Score: Raw -11027729.866486 + Penalty 3732.524440 = -11023997.342046
  nChanged 2
		SP:Iteration 61Q (155496.070000 sec): 3 clusters
  Score: Raw -11027730.067342 + Penalty 3732.524440 = -11023997.542901
  nChanged 1
		SP:Iteration 62Q (155496.850000 sec): 3 clusters
  Score: Raw -11027730.168157 + Penalty 3732.524440 = -11023997.643716
  nChanged 1
		SP:Iteration 63Q (155497.660000 sec): 3 clusters
  Score: Raw -11027730.248327 + Penalty 3732.524440 = -11023997.723886
  nChanged 0
		SP:Iteration 64F (155498.540000 sec): 3 clusters
  Score: Raw -11027730.248327 + Penalty 3732.524440 = -11023997.723886
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155498.850000 sec): 2 clusters
  Score: Raw -4576206.374919 + Penalty 1711.586923 = -4574494.787996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155499.270000 sec): 3 clusters
  Score: Raw -4552817.655675 + Penalty 3423.173845 = -4549394.481830
  nChanged 17390
		SP:Iteration 1F (155499.690000 sec): 3 clusters
  Score: Raw -4562460.228042 + Penalty 3423.173845 = -4559037.054197
  nChanged 1579
		SP:Iteration 2Q (155500.090000 sec): 3 clusters
  Score: Raw -4562933.567195 + Penalty 3423.173845 = -4559510.393350
  nChanged 1544
		SP:Iteration 3Q (155500.490000 sec): 3 clusters
  Score: Raw -4563401.905065 + Penalty 3423.173845 = -4559978.731220
  nChanged 1500
		SP:Iteration 4Q (155500.890000 sec): 3 clusters
  Score: Raw -4563842.607247 + Penalty 3423.173845 = -4560419.433402
  nChanged 1446
		SP:Iteration 5Q (155501.290000 sec): 3 clusters
  Score: Raw -4564319.776389 + Penalty 3423.173845 = -4560896.602544
  nChanged 1523
		SP:Iteration 6Q (155501.690000 sec): 3 clusters
  Score: Raw -4564880.602596 + Penalty 3423.173845 = -4561457.428751
  nChanged 1592
		SP:Iteration 7Q (155502.090000 sec): 3 clusters
  Score: Raw -4565557.721380 + Penalty 3423.173845 = -4562134.547535
  nChanged 1686
		SP:Iteration 8Q (155502.490000 sec): 3 clusters
  Score: Raw -4566416.464078 + Penalty 3423.173845 = -4562993.290233
  nChanged 1841
		SP:Iteration 9Q (155502.890000 sec): 3 clusters
  Score: Raw -4567488.457004 + Penalty 3423.173845 = -4564065.283159
  nChanged 1902
		SP:Iteration 10F (155503.290000 sec): 3 clusters
  Score: Raw -4568662.928268 + Penalty 3423.173845 = -4565239.754423
  nChanged 1691
		SP:Iteration 11Q (155503.690000 sec): 3 clusters
  Score: Raw -4569717.064475 + Penalty 3423.173845 = -4566293.890630
  nChanged 1480
		SP:Iteration 12Q (155504.080000 sec): 3 clusters
  Score: Raw -4570471.884128 + Penalty 3423.173845 = -4567048.710283
  nChanged 1094
		SP:Iteration 13Q (155504.470000 sec): 3 clusters
  Score: Raw -4570878.185518 + Penalty 3423.173845 = -4567455.011673
  nChanged 769
		SP:Iteration 14Q (155504.860000 sec): 3 clusters
  Score: Raw -4571132.734684 + Penalty 3423.173845 = -4567709.560839
  nChanged 604
		SP:Iteration 15Q (155505.270000 sec): 3 clusters
  Score: Raw -4571326.865597 + Penalty 3423.173845 = -4567903.691752
  nChanged 561
		SP:Iteration 16Q (155505.650000 sec): 3 clusters
  Score: Raw -4571506.388267 + Penalty 3423.173845 = -4568083.214422
  nChanged 545
		SP:Iteration 17Q (155506.050000 sec): 3 clusters
  Score: Raw -4571682.177880 + Penalty 3423.173845 = -4568259.004035
  nChanged 533
		SP:Iteration 18Q (155506.460000 sec): 3 clusters
  Score: Raw -4571871.228041 + Penalty 3423.173845 = -4568448.054196
  nChanged 533
		SP:Iteration 19Q (155506.860000 sec): 3 clusters
  Score: Raw -4572066.599574 + Penalty 3423.173845 = -4568643.425729
  nChanged 573
		SP:Iteration 20F (155507.280000 sec): 3 clusters
  Score: Raw -4572306.815936 + Penalty 3423.173845 = -4568883.642091
  nChanged 588
		SP:Iteration 21Q (155507.650000 sec): 3 clusters
  Score: Raw -4572568.460913 + Penalty 3423.173845 = -4569145.287068
  nChanged 595
		SP:Iteration 22Q (155508.050000 sec): 3 clusters
  Score: Raw -4572852.465504 + Penalty 3423.173845 = -4569429.291659
  nChanged 570
		SP:Iteration 23Q (155508.450000 sec): 3 clusters
  Score: Raw -4573132.400040 + Penalty 3423.173845 = -4569709.226195
  nChanged 578
		SP:Iteration 24Q (155508.830000 sec): 3 clusters
  Score: Raw -4573429.429316 + Penalty 3423.173845 = -4570006.255471
  nChanged 553
		SP:Iteration 25Q (155509.220000 sec): 3 clusters
  Score: Raw -4573703.341529 + Penalty 3423.173845 = -4570280.167684
  nChanged 531
		SP:Iteration 26Q (155509.560000 sec): 3 clusters
  Score: Raw -4573962.915480 + Penalty 3423.173845 = -4570539.741635
  nChanged 517
		SP:Iteration 27Q (155509.930000 sec): 3 clusters
  Score: Raw -4574223.903959 + Penalty 3423.173845 = -4570800.730114
  nChanged 468
		SP:Iteration 28Q (155510.310000 sec): 3 clusters
  Score: Raw -4574463.074999 + Penalty 3423.173845 = -4571039.901154
  nChanged 462
		SP:Iteration 29Q (155510.700000 sec): 3 clusters
  Score: Raw -4574695.488642 + Penalty 3423.173845 = -4571272.314797
  nChanged 425
		SP:Iteration 30Q (155511.090000 sec): 3 clusters
  Score: Raw -4574929.168868 + Penalty 3423.173845 = -4571505.995023
  nChanged 404
		SP:Iteration 31Q (155511.440000 sec): 3 clusters
  Score: Raw -4575156.845267 + Penalty 3423.173845 = -4571733.671422
  nChanged 374
		SP:Iteration 32Q (155511.780000 sec): 3 clusters
  Score: Raw -4575367.848474 + Penalty 3423.173845 = -4571944.674629
  nChanged 366
		SP:Iteration 33Q (155512.160000 sec): 3 clusters
  Score: Raw -4575557.389073 + Penalty 3423.173845 = -4572134.215228
  nChanged 324
		SP:Iteration 34Q (155512.550000 sec): 3 clusters
  Score: Raw -4575720.896222 + Penalty 3423.173845 = -4572297.722377
  nChanged 262
		SP:Iteration 35Q (155512.880000 sec): 3 clusters
  Score: Raw -4575849.671871 + Penalty 3423.173845 = -4572426.498026
  nChanged 223
		SP:Iteration 36Q (155513.240000 sec): 3 clusters
  Score: Raw -4575949.379729 + Penalty 3423.173845 = -4572526.205884
  nChanged 194
		SP:Iteration 37Q (155513.620000 sec): 3 clusters
  Score: Raw -4576038.904176 + Penalty 3423.173845 = -4572615.730331
  nChanged 185
		SP:Iteration 38Q (155513.990000 sec): 3 clusters
  Score: Raw -4576127.190426 + Penalty 3423.173845 = -4572704.016581
  nChanged 176
		SP:Iteration 39Q (155514.330000 sec): 3 clusters
  Score: Raw -4576208.861642 + Penalty 3423.173845 = -4572785.687797
  nChanged 157
		SP:Iteration 40F (155514.720000 sec): 3 clusters
  Score: Raw -4576276.682309 + Penalty 3423.173845 = -4572853.508464
  nChanged 110
		SP:Iteration 41Q (155515.080000 sec): 3 clusters
  Score: Raw -4576322.269820 + Penalty 3423.173845 = -4572899.095975
  nChanged 101
		SP:Iteration 42Q (155515.460000 sec): 3 clusters
  Score: Raw -4576360.403745 + Penalty 3423.173845 = -4572937.229900
  nChanged 83
		SP:Iteration 43Q (155515.800000 sec): 3 clusters
  Score: Raw -4576390.790261 + Penalty 3423.173845 = -4572967.616416
  nChanged 65
		SP:Iteration 44Q (155516.160000 sec): 3 clusters
  Score: Raw -4576412.556399 + Penalty 3423.173845 = -4572989.382554
  nChanged 66
		SP:Iteration 45Q (155516.530000 sec): 3 clusters
  Score: Raw -4576435.726677 + Penalty 3423.173845 = -4573012.552832
  nChanged 52
		SP:Iteration 46Q (155516.870000 sec): 3 clusters
  Score: Raw -4576451.236659 + Penalty 3423.173845 = -4573028.062814
  nChanged 42
		SP:Iteration 47Q (155517.230000 sec): 3 clusters
  Score: Raw -4576464.378667 + Penalty 3423.173845 = -4573041.204822
  nChanged 31
		SP:Iteration 48Q (155517.610000 sec): 3 clusters
  Score: Raw -4576472.961724 + Penalty 3423.173845 = -4573049.787879
  nChanged 20
		SP:Iteration 49Q (155517.990000 sec): 3 clusters
  Score: Raw -4576478.758273 + Penalty 3423.173845 = -4573055.584428
  nChanged 17
		SP:Iteration 50Q (155518.330000 sec): 3 clusters
  Score: Raw -4576484.961742 + Penalty 3423.173845 = -4573061.787897
  nChanged 24
		SP:Iteration 51Q (155518.680000 sec): 3 clusters
  Score: Raw -4576494.236532 + Penalty 3423.173845 = -4573071.062687
  nChanged 15
		SP:Iteration 52Q (155519.070000 sec): 3 clusters
  Score: Raw -4576498.655495 + Penalty 3423.173845 = -4573075.481650
  nChanged 16
		SP:Iteration 53Q (155519.450000 sec): 3 clusters
  Score: Raw -4576504.428184 + Penalty 3423.173845 = -4573081.254339
  nChanged 16
		SP:Iteration 54Q (155519.790000 sec): 3 clusters
  Score: Raw -4576508.233682 + Penalty 3423.173845 = -4573085.059837
  nChanged 14
		SP:Iteration 55Q (155520.150000 sec): 3 clusters
  Score: Raw -4576511.078939 + Penalty 3423.173845 = -4573087.905094
  nChanged 9
		SP:Iteration 56Q (155520.540000 sec): 3 clusters
  Score: Raw -4576513.545588 + Penalty 3423.173845 = -4573090.371743
  nChanged 11
		SP:Iteration 57Q (155520.920000 sec): 3 clusters
  Score: Raw -4576516.699901 + Penalty 3423.173845 = -4573093.526056
  nChanged 11
		SP:Iteration 58Q (155521.260000 sec): 3 clusters
  Score: Raw -4576519.849447 + Penalty 3423.173845 = -4573096.675602
  nChanged 14
		SP:Iteration 59Q (155521.610000 sec): 3 clusters
  Score: Raw -4576522.768739 + Penalty 3423.173845 = -4573099.594894
  nChanged 7
		SP:Iteration 60F (155522.030000 sec): 3 clusters
  Score: Raw -4576524.810206 + Penalty 3423.173845 = -4573101.636361
  nChanged 7
		SP:Iteration 61Q (155522.420000 sec): 3 clusters
  Score: Raw -4576526.256104 + Penalty 3423.173845 = -4573103.082259
  nChanged 6
		SP:Iteration 62Q (155522.810000 sec): 3 clusters
  Score: Raw -4576527.642866 + Penalty 3423.173845 = -4573104.469021
  nChanged 7
		SP:Iteration 63Q (155523.190000 sec): 3 clusters
  Score: Raw -4576529.070094 + Penalty 3423.173845 = -4573105.896249
  nChanged 4
		SP:Iteration 64Q (155523.510000 sec): 3 clusters
  Score: Raw -4576529.827114 + Penalty 3423.173845 = -4573106.653269
  nChanged 3
		SP:Iteration 65Q (155523.870000 sec): 3 clusters
  Score: Raw -4576530.625313 + Penalty 3423.173845 = -4573107.451468
  nChanged 5
		SP:Iteration 66Q (155524.240000 sec): 3 clusters
  Score: Raw -4576531.960300 + Penalty 3423.173845 = -4573108.786455
  nChanged 4
		SP:Iteration 67Q (155524.570000 sec): 3 clusters
  Score: Raw -4576532.851113 + Penalty 3423.173845 = -4573109.677268
  nChanged 6
		SP:Iteration 68Q (155524.950000 sec): 3 clusters
  Score: Raw -4576534.365972 + Penalty 3423.173845 = -4573111.192127
  nChanged 8
		SP:Iteration 69Q (155525.330000 sec): 3 clusters
  Score: Raw -4576536.030594 + Penalty 3423.173845 = -4573112.856749
  nChanged 7
		SP:Iteration 70Q (155525.660000 sec): 3 clusters
  Score: Raw -4576537.856719 + Penalty 3423.173845 = -4573114.682874
  nChanged 6
		SP:Iteration 71Q (155526.010000 sec): 3 clusters
  Score: Raw -4576539.837730 + Penalty 3423.173845 = -4573116.663885
  nChanged 11
		SP:Iteration 72Q (155526.390000 sec): 3 clusters
  Score: Raw -4576543.729980 + Penalty 3423.173845 = -4573120.556135
  nChanged 15
		SP:Iteration 73Q (155526.720000 sec): 3 clusters
  Score: Raw -4576547.988718 + Penalty 3423.173845 = -4573124.814873
  nChanged 10
		SP:Iteration 74Q (155527.070000 sec): 3 clusters
  Score: Raw -4576550.223075 + Penalty 3423.173845 = -4573127.049230
  nChanged 5
		SP:Iteration 75Q (155527.440000 sec): 3 clusters
  Score: Raw -4576551.406065 + Penalty 3423.173845 = -4573128.232220
  nChanged 3
		SP:Iteration 76Q (155527.770000 sec): 3 clusters
  Score: Raw -4576552.130818 + Penalty 3423.173845 = -4573128.956973
  nChanged 3
		SP:Iteration 77Q (155528.150000 sec): 3 clusters
  Score: Raw -4576552.836761 + Penalty 3423.173845 = -4573129.662916
  nChanged 3
		SP:Iteration 78Q (155528.530000 sec): 3 clusters
  Score: Raw -4576553.920434 + Penalty 3423.173845 = -4573130.746589
  nChanged 6
		SP:Iteration 79Q (155528.910000 sec): 3 clusters
  Score: Raw -4576555.298577 + Penalty 3423.173845 = -4573132.124732
  nChanged 6
		SP:Iteration 80F (155529.280000 sec): 3 clusters
  Score: Raw -4576556.398468 + Penalty 3423.173845 = -4573133.224623
  nChanged 4
		SP:Iteration 81Q (155529.640000 sec): 3 clusters
  Score: Raw -4576557.503709 + Penalty 3423.173845 = -4573134.329864
  nChanged 8
		SP:Iteration 82Q (155530.020000 sec): 3 clusters
  Score: Raw -4576559.094613 + Penalty 3423.173845 = -4573135.920768
  nChanged 6
		SP:Iteration 83Q (155530.400000 sec): 3 clusters
  Score: Raw -4576560.786739 + Penalty 3423.173845 = -4573137.612894
  nChanged 6
		SP:Iteration 84Q (155530.780000 sec): 3 clusters
  Score: Raw -4576562.832510 + Penalty 3423.173845 = -4573139.658665
  nChanged 7
		SP:Iteration 85Q (155531.110000 sec): 3 clusters
  Score: Raw -4576565.368030 + Penalty 3423.173845 = -4573142.194185
  nChanged 4
		SP:Iteration 86Q (155531.460000 sec): 3 clusters
  Score: Raw -4576566.425531 + Penalty 3423.173845 = -4573143.251686
  nChanged 2
		SP:Iteration 87Q (155531.840000 sec): 3 clusters
  Score: Raw -4576567.167409 + Penalty 3423.173845 = -4573143.993564
  nChanged 3
		SP:Iteration 88Q (155532.170000 sec): 3 clusters
  Score: Raw -4576567.785806 + Penalty 3423.173845 = -4573144.611961
  nChanged 3
		SP:Iteration 89Q (155532.530000 sec): 3 clusters
  Score: Raw -4576568.609299 + Penalty 3423.173845 = -4573145.435454
  nChanged 3
		SP:Iteration 90Q (155532.910000 sec): 3 clusters
  Score: Raw -4576569.237054 + Penalty 3423.173845 = -4573146.063209
  nChanged 1
		SP:Iteration 91Q (155533.240000 sec): 3 clusters
  Score: Raw -4576569.511038 + Penalty 3423.173845 = -4573146.337193
  nChanged 3
		SP:Iteration 92Q (155533.600000 sec): 3 clusters
  Score: Raw -4576570.198461 + Penalty 3423.173845 = -4573147.024616
  nChanged 5
		SP:Iteration 93Q (155533.980000 sec): 3 clusters
  Score: Raw -4576571.872657 + Penalty 3423.173845 = -4573148.698812
  nChanged 6
		SP:Iteration 94Q (155534.360000 sec): 3 clusters
  Score: Raw -4576573.422627 + Penalty 3423.173845 = -4573150.248782
  nChanged 8
		SP:Iteration 95Q (155534.690000 sec): 3 clusters
  Score: Raw -4576575.862083 + Penalty 3423.173845 = -4573152.688238
  nChanged 5
		SP:Iteration 96Q (155535.050000 sec): 3 clusters
  Score: Raw -4576577.074037 + Penalty 3423.173845 = -4573153.900192
  nChanged 3
		SP:Iteration 97Q (155535.430000 sec): 3 clusters
  Score: Raw -4576578.241875 + Penalty 3423.173845 = -4573155.068030
  nChanged 6
		SP:Iteration 98Q (155535.810000 sec): 3 clusters
  Score: Raw -4576580.122491 + Penalty 3423.173845 = -4573156.948646
  nChanged 4
		SP:Iteration 99Q (155536.130000 sec): 3 clusters
  Score: Raw -4576581.212559 + Penalty 3423.173845 = -4573158.038714
  nChanged 4
		SP:Iteration 100F (155536.530000 sec): 3 clusters
  Score: Raw -4576582.101753 + Penalty 3423.173845 = -4573158.927908
  nChanged 4
		SP:Iteration 101Q (155536.890000 sec): 3 clusters
  Score: Raw -4576582.882575 + Penalty 3423.173845 = -4573159.708730
  nChanged 1
		SP:Iteration 102Q (155537.270000 sec): 3 clusters
  Score: Raw -4576583.259834 + Penalty 3423.173845 = -4573160.085989
  nChanged 1
		SP:Iteration 103Q (155537.590000 sec): 3 clusters
  Score: Raw -4576583.422800 + Penalty 3423.173845 = -4573160.248955
  nChanged 0
		SP:Iteration 104F (155537.990000 sec): 3 clusters
  Score: Raw -4576583.422800 + Penalty 3423.173845 = -4573160.248955
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (313612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155539.750000 sec): 2 clusters
  Score: Raw -38155340.676649 + Penalty 2056.585673 = -38153284.090976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155542.270000 sec): 3 clusters
  Score: Raw -37945203.171651 + Penalty 4113.171345 = -37941090.000306
  nChanged 153346
		SP:Iteration 1F (155544.830000 sec): 3 clusters
  Score: Raw -38035656.791210 + Penalty 4113.171345 = -38031543.619865
  nChanged 7165
		SP:Iteration 2Q (155547.470000 sec): 3 clusters
  Score: Raw -38036934.361134 + Penalty 4113.171345 = -38032821.189788
  nChanged 7835
		SP:Iteration 3Q (155550.070000 sec): 3 clusters
  Score: Raw -38038559.063207 + Penalty 4113.171345 = -38034445.891861
  nChanged 8624
		SP:Iteration 4Q (155552.660000 sec): 3 clusters
  Score: Raw -38040705.833985 + Penalty 4113.171345 = -38036592.662640
  nChanged 9894
		SP:Iteration 5Q (155555.260000 sec): 3 clusters
  Score: Raw -38043564.467462 + Penalty 4113.171345 = -38039451.296116
  nChanged 11410
		SP:Iteration 6Q (155557.900000 sec): 3 clusters
  Score: Raw -38047404.668105 + Penalty 4113.171345 = -38043291.496759
  nChanged 13073
		SP:Iteration 7Q (155560.520000 sec): 3 clusters
  Score: Raw -38052521.742046 + Penalty 4113.171345 = -38048408.570700
  nChanged 14706
		SP:Iteration 8Q (155563.110000 sec): 3 clusters
  Score: Raw -38059337.323498 + Penalty 4113.171345 = -38055224.152153
  nChanged 16380
		SP:Iteration 9F (155565.620000 sec): 3 clusters
  Score: Raw -38068459.246255 + Penalty 4113.171345 = -38064346.074910
  nChanged 18106
		SP:Iteration 10F (155568.200000 sec): 3 clusters
  Score: Raw -38079962.015108 + Penalty 4113.171345 = -38075848.843762
  nChanged 18343
		SP:Iteration 11F (155570.770000 sec): 3 clusters
  Score: Raw -38091421.380443 + Penalty 4113.171345 = -38087308.209097
  nChanged 16140
		SP:Iteration 12F (155573.290000 sec): 3 clusters
  Score: Raw -38099603.933263 + Penalty 4113.171345 = -38095490.761917
  nChanged 11962
		SP:Iteration 13Q (155575.840000 sec): 3 clusters
  Score: Raw -38103609.702793 + Penalty 4113.171345 = -38099496.531448
  nChanged 7878
		SP:Iteration 14Q (155578.390000 sec): 3 clusters
  Score: Raw -38105505.204569 + Penalty 4113.171345 = -38101392.033224
  nChanged 5526
		SP:Iteration 15Q (155580.880000 sec): 3 clusters
  Score: Raw -38106760.202468 + Penalty 4113.171345 = -38102647.031122
  nChanged 4834
		SP:Iteration 16Q (155583.370000 sec): 3 clusters
  Score: Raw -38107963.457457 + Penalty 4113.171345 = -38103850.286112
  nChanged 4914
		SP:Iteration 17Q (155585.850000 sec): 3 clusters
  Score: Raw -38109315.137072 + Penalty 4113.171345 = -38105201.965727
  nChanged 5313
		SP:Iteration 18Q (155588.320000 sec): 3 clusters
  Score: Raw -38110885.645580 + Penalty 4113.171345 = -38106772.474234
  nChanged 5749
		SP:Iteration 19Q (155590.780000 sec): 3 clusters
  Score: Raw -38112749.354701 + Penalty 4113.171345 = -38108636.183356
  nChanged 6100
		SP:Iteration 20F (155593.320000 sec): 3 clusters
  Score: Raw -38114900.561756 + Penalty 4113.171345 = -38110787.390410
  nChanged 6375
		SP:Iteration 21Q (155595.770000 sec): 3 clusters
  Score: Raw -38117350.112536 + Penalty 4113.171345 = -38113236.941191
  nChanged 6580
		SP:Iteration 22Q (155598.200000 sec): 3 clusters
  Score: Raw -38120101.547201 + Penalty 4113.171345 = -38115988.375856
  nChanged 6698
		SP:Iteration 23Q (155600.610000 sec): 3 clusters
  Score: Raw -38123068.315392 + Penalty 4113.171345 = -38118955.144046
  nChanged 6630
		SP:Iteration 24Q (155603.030000 sec): 3 clusters
  Score: Raw -38126158.524957 + Penalty 4113.171345 = -38122045.353611
  nChanged 6460
		SP:Iteration 25Q (155605.380000 sec): 3 clusters
  Score: Raw -38129269.622038 + Penalty 4113.171345 = -38125156.450693
  nChanged 6165
		SP:Iteration 26Q (155607.700000 sec): 3 clusters
  Score: Raw -38132348.690144 + Penalty 4113.171345 = -38128235.518799
  nChanged 5886
		SP:Iteration 27Q (155610.010000 sec): 3 clusters
  Score: Raw -38135357.202080 + Penalty 4113.171345 = -38131244.030735
  nChanged 5475
		SP:Iteration 28Q (155612.320000 sec): 3 clusters
  Score: Raw -38138204.373452 + Penalty 4113.171345 = -38134091.202107
  nChanged 5043
		SP:Iteration 29Q (155614.620000 sec): 3 clusters
  Score: Raw -38140814.970295 + Penalty 4113.171345 = -38136701.798950
  nChanged 4563
		SP:Iteration 30Q (155616.940000 sec): 3 clusters
  Score: Raw -38143145.703643 + Penalty 4113.171345 = -38139032.532298
  nChanged 4064
		SP:Iteration 31Q (155619.190000 sec): 3 clusters
  Score: Raw -38145167.952676 + Penalty 4113.171345 = -38141054.781330
  nChanged 3526
		SP:Iteration 32Q (155621.480000 sec): 3 clusters
  Score: Raw -38146880.571540 + Penalty 4113.171345 = -38142767.400194
  nChanged 3113
		SP:Iteration 33Q (155623.750000 sec): 3 clusters
  Score: Raw -38148355.533466 + Penalty 4113.171345 = -38144242.362121
  nChanged 2688
		SP:Iteration 34Q (155625.990000 sec): 3 clusters
  Score: Raw -38149590.081840 + Penalty 4113.171345 = -38145476.910495
  nChanged 2337
		SP:Iteration 35Q (155628.230000 sec): 3 clusters
  Score: Raw -38150659.204767 + Penalty 4113.171345 = -38146546.033422
  nChanged 2093
		SP:Iteration 36Q (155630.470000 sec): 3 clusters
  Score: Raw -38151622.079552 + Penalty 4113.171345 = -38147508.908206
  nChanged 1791
		SP:Iteration 37Q (155632.710000 sec): 3 clusters
  Score: Raw -38152422.648934 + Penalty 4113.171345 = -38148309.477588
  nChanged 1535
		SP:Iteration 38Q (155634.890000 sec): 3 clusters
  Score: Raw -38153072.026071 + Penalty 4113.171345 = -38148958.854725
  nChanged 1204
		SP:Iteration 39Q (155637.130000 sec): 3 clusters
  Score: Raw -38153545.600515 + Penalty 4113.171345 = -38149432.429170
  nChanged 973
		SP:Iteration 40F (155639.660000 sec): 3 clusters
  Score: Raw -38153928.169073 + Penalty 4113.171345 = -38149814.997727
  nChanged 870
		SP:Iteration 41Q (155641.900000 sec): 3 clusters
  Score: Raw -38154252.181252 + Penalty 4113.171345 = -38150139.009906
  nChanged 798
		SP:Iteration 42Q (155644.130000 sec): 3 clusters
  Score: Raw -38154543.919762 + Penalty 4113.171345 = -38150430.748416
  nChanged 675
		SP:Iteration 43Q (155646.310000 sec): 3 clusters
  Score: Raw -38154784.144611 + Penalty 4113.171345 = -38150670.973266
  nChanged 532
		SP:Iteration 44Q (155648.520000 sec): 3 clusters
  Score: Raw -38154966.998015 + Penalty 4113.171345 = -38150853.826670
  nChanged 451
		SP:Iteration 45Q (155650.750000 sec): 3 clusters
  Score: Raw -38155122.187370 + Penalty 4113.171345 = -38151009.016024
  nChanged 396
		SP:Iteration 46Q (155652.960000 sec): 3 clusters
  Score: Raw -38155258.613144 + Penalty 4113.171345 = -38151145.441798
  nChanged 344
		SP:Iteration 47Q (155655.130000 sec): 3 clusters
  Score: Raw -38155370.281566 + Penalty 4113.171345 = -38151257.110221
  nChanged 295
		SP:Iteration 48Q (155657.370000 sec): 3 clusters
  Score: Raw -38155473.424128 + Penalty 4113.171345 = -38151360.252782
  nChanged 271
		SP:Iteration 49Q (155659.610000 sec): 3 clusters
  Score: Raw -38155565.264656 + Penalty 4113.171345 = -38151452.093311
  nChanged 219
		SP:Iteration 50Q (155661.840000 sec): 3 clusters
  Score: Raw -38155629.565862 + Penalty 4113.171345 = -38151516.394517
  nChanged 169
		SP:Iteration 51Q (155664.020000 sec): 3 clusters
  Score: Raw -38155677.118461 + Penalty 4113.171345 = -38151563.947115
  nChanged 134
		SP:Iteration 52Q (155666.230000 sec): 3 clusters
  Score: Raw -38155710.538159 + Penalty 4113.171345 = -38151597.366814
  nChanged 112
		SP:Iteration 53Q (155668.470000 sec): 3 clusters
  Score: Raw -38155736.653214 + Penalty 4113.171345 = -38151623.481868
  nChanged 88
		SP:Iteration 54Q (155670.650000 sec): 3 clusters
  Score: Raw -38155759.210179 + Penalty 4113.171345 = -38151646.038834
  nChanged 88
		SP:Iteration 55Q (155672.860000 sec): 3 clusters
  Score: Raw -38155780.741635 + Penalty 4113.171345 = -38151667.570290
  nChanged 75
		SP:Iteration 56Q (155675.100000 sec): 3 clusters
  Score: Raw -38155796.345366 + Penalty 4113.171345 = -38151683.174021
  nChanged 56
		SP:Iteration 57Q (155677.280000 sec): 3 clusters
  Score: Raw -38155809.996225 + Penalty 4113.171345 = -38151696.824879
  nChanged 58
		SP:Iteration 58Q (155679.480000 sec): 3 clusters
  Score: Raw -38155822.971419 + Penalty 4113.171345 = -38151709.800073
  nChanged 46
		SP:Iteration 59Q (155681.710000 sec): 3 clusters
  Score: Raw -38155832.271729 + Penalty 4113.171345 = -38151719.100384
  nChanged 29
		SP:Iteration 60F (155684.200000 sec): 3 clusters
  Score: Raw -38155837.154194 + Penalty 4113.171345 = -38151723.982848
  nChanged 24
		SP:Iteration 61Q (155686.410000 sec): 3 clusters
  Score: Raw -38155842.255857 + Penalty 4113.171345 = -38151729.084512
  nChanged 28
		SP:Iteration 62Q (155688.640000 sec): 3 clusters
  Score: Raw -38155847.889066 + Penalty 4113.171345 = -38151734.717721
  nChanged 34
		SP:Iteration 63Q (155690.880000 sec): 3 clusters
  Score: Raw -38155854.975152 + Penalty 4113.171345 = -38151741.803807
  nChanged 34
		SP:Iteration 64Q (155693.060000 sec): 3 clusters
  Score: Raw -38155862.595554 + Penalty 4113.171345 = -38151749.424208
  nChanged 39
		SP:Iteration 65Q (155695.260000 sec): 3 clusters
  Score: Raw -38155870.761912 + Penalty 4113.171345 = -38151757.590566
  nChanged 40
		SP:Iteration 66Q (155697.490000 sec): 3 clusters
  Score: Raw -38155880.094005 + Penalty 4113.171345 = -38151766.922659
  nChanged 31
		SP:Iteration 67Q (155699.670000 sec): 3 clusters
  Score: Raw -38155886.396676 + Penalty 4113.171345 = -38151773.225330
  nChanged 23
		SP:Iteration 68Q (155701.890000 sec): 3 clusters
  Score: Raw -38155891.439058 + Penalty 4113.171345 = -38151778.267713
  nChanged 19
		SP:Iteration 69Q (155704.130000 sec): 3 clusters
  Score: Raw -38155894.998460 + Penalty 4113.171345 = -38151781.827115
  nChanged 15
		SP:Iteration 70Q (155706.300000 sec): 3 clusters
  Score: Raw -38155898.129007 + Penalty 4113.171345 = -38151784.957662
  nChanged 23
		SP:Iteration 71Q (155708.510000 sec): 3 clusters
  Score: Raw -38155903.013262 + Penalty 4113.171345 = -38151789.841917
  nChanged 20
		SP:Iteration 72Q (155710.750000 sec): 3 clusters
  Score: Raw -38155907.185080 + Penalty 4113.171345 = -38151794.013735
  nChanged 25
		SP:Iteration 73Q (155712.930000 sec): 3 clusters
  Score: Raw -38155912.651972 + Penalty 4113.171345 = -38151799.480626
  nChanged 22
		SP:Iteration 74Q (155715.130000 sec): 3 clusters
  Score: Raw -38155917.468666 + Penalty 4113.171345 = -38151804.297321
  nChanged 18
		SP:Iteration 75Q (155717.370000 sec): 3 clusters
  Score: Raw -38155920.622856 + Penalty 4113.171345 = -38151807.451511
  nChanged 13
		SP:Iteration 76Q (155719.540000 sec): 3 clusters
  Score: Raw -38155922.914919 + Penalty 4113.171345 = -38151809.743573
  nChanged 15
		SP:Iteration 77Q (155721.750000 sec): 3 clusters
  Score: Raw -38155926.223189 + Penalty 4113.171345 = -38151813.051844
  nChanged 16
		SP:Iteration 78Q (155723.990000 sec): 3 clusters
  Score: Raw -38155929.754894 + Penalty 4113.171345 = -38151816.583548
  nChanged 17
		SP:Iteration 79Q (155726.180000 sec): 3 clusters
  Score: Raw -38155934.400283 + Penalty 4113.171345 = -38151821.228937
  nChanged 19
		SP:Iteration 80F (155728.690000 sec): 3 clusters
  Score: Raw -38155938.030968 + Penalty 4113.171345 = -38151824.859623
  nChanged 18
		SP:Iteration 81Q (155730.920000 sec): 3 clusters
  Score: Raw -38155941.319139 + Penalty 4113.171345 = -38151828.147794
  nChanged 14
		SP:Iteration 82Q (155733.150000 sec): 3 clusters
  Score: Raw -38155943.973961 + Penalty 4113.171345 = -38151830.802616
  nChanged 10
		SP:Iteration 83Q (155735.390000 sec): 3 clusters
  Score: Raw -38155945.770791 + Penalty 4113.171345 = -38151832.599445
  nChanged 12
		SP:Iteration 84Q (155737.600000 sec): 3 clusters
  Score: Raw -38155947.343622 + Penalty 4113.171345 = -38151834.172277
  nChanged 4
		SP:Iteration 85Q (155739.840000 sec): 3 clusters
  Score: Raw -38155948.015242 + Penalty 4113.171345 = -38151834.843897
  nChanged 4
		SP:Iteration 86Q (155742.010000 sec): 3 clusters
  Score: Raw -38155948.666648 + Penalty 4113.171345 = -38151835.495303
  nChanged 5
		SP:Iteration 87Q (155744.220000 sec): 3 clusters
  Score: Raw -38155949.704947 + Penalty 4113.171345 = -38151836.533602
  nChanged 7
		SP:Iteration 88Q (155746.460000 sec): 3 clusters
  Score: Raw -38155951.002943 + Penalty 4113.171345 = -38151837.831597
  nChanged 7
		SP:Iteration 89Q (155748.640000 sec): 3 clusters
  Score: Raw -38155952.204771 + Penalty 4113.171345 = -38151839.033426
  nChanged 6
		SP:Iteration 90Q (155750.840000 sec): 3 clusters
  Score: Raw -38155953.130203 + Penalty 4113.171345 = -38151839.958857
  nChanged 2
		SP:Iteration 91Q (155753.080000 sec): 3 clusters
  Score: Raw -38155953.372336 + Penalty 4113.171345 = -38151840.200991
  nChanged 2
		SP:Iteration 92Q (155755.260000 sec): 3 clusters
  Score: Raw -38155953.788872 + Penalty 4113.171345 = -38151840.617526
  nChanged 4
		SP:Iteration 93Q (155757.470000 sec): 3 clusters
  Score: Raw -38155954.476778 + Penalty 4113.171345 = -38151841.305433
  nChanged 7
		SP:Iteration 94Q (155759.700000 sec): 3 clusters
  Score: Raw -38155955.826423 + Penalty 4113.171345 = -38151842.655077
  nChanged 9
		SP:Iteration 95Q (155761.870000 sec): 3 clusters
  Score: Raw -38155957.228281 + Penalty 4113.171345 = -38151844.056936
  nChanged 5
		SP:Iteration 96Q (155764.090000 sec): 3 clusters
  Score: Raw -38155957.787914 + Penalty 4113.171345 = -38151844.616568
  nChanged 0
		SP:Iteration 97F (155766.630000 sec): 3 clusters
  Score: Raw -38155957.787914 + Penalty 4113.171345 = -38151844.616568
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155767.180000 sec): 2 clusters
  Score: Raw -8561669.515670 + Penalty 1817.741338 = -8559851.774332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155767.900000 sec): 3 clusters
  Score: Raw -8515318.201911 + Penalty 3635.482676 = -8511682.719235
  nChanged 34120
		SP:Iteration 1F (155768.540000 sec): 3 clusters
  Score: Raw -8535305.633077 + Penalty 3635.482676 = -8531670.150401
  nChanged 2943
		SP:Iteration 2Q (155769.190000 sec): 3 clusters
  Score: Raw -8536289.924163 + Penalty 3635.482676 = -8532654.441486
  nChanged 3184
		SP:Iteration 3Q (155769.890000 sec): 3 clusters
  Score: Raw -8537553.523052 + Penalty 3635.482676 = -8533918.040376
  nChanged 3500
		SP:Iteration 4Q (155770.570000 sec): 3 clusters
  Score: Raw -8539158.910884 + Penalty 3635.482676 = -8535523.428207
  nChanged 3877
		SP:Iteration 5F (155771.220000 sec): 3 clusters
  Score: Raw -8541077.589237 + Penalty 3635.482676 = -8537442.106561
  nChanged 4188
		SP:Iteration 6F (155771.910000 sec): 3 clusters
  Score: Raw -8543314.908808 + Penalty 3635.482676 = -8539679.426132
  nChanged 4434
		SP:Iteration 7F (155772.570000 sec): 3 clusters
  Score: Raw -8545905.092144 + Penalty 3635.482676 = -8542269.609468
  nChanged 4524
		SP:Iteration 8F (155773.220000 sec): 3 clusters
  Score: Raw -8548863.761837 + Penalty 3635.482676 = -8545228.279161
  nChanged 4501
		SP:Iteration 9F (155773.910000 sec): 3 clusters
  Score: Raw -8552137.970706 + Penalty 3635.482676 = -8548502.488029
  nChanged 4112
		SP:Iteration 10F (155774.580000 sec): 3 clusters
  Score: Raw -8555445.790096 + Penalty 3635.482676 = -8551810.307420
  nChanged 3221
		SP:Iteration 11Q (155775.210000 sec): 3 clusters
  Score: Raw -8558219.385434 + Penalty 3635.482676 = -8554583.902758
  nChanged 2099
		SP:Iteration 12Q (155775.830000 sec): 3 clusters
  Score: Raw -8560055.643614 + Penalty 3635.482676 = -8556420.160937
  nChanged 1127
		SP:Iteration 13Q (155776.440000 sec): 3 clusters
  Score: Raw -8561068.062654 + Penalty 3635.482676 = -8557432.579977
  nChanged 483
		SP:Iteration 14Q (155777.030000 sec): 3 clusters
  Score: Raw -8561503.715056 + Penalty 3635.482676 = -8557868.232379
  nChanged 214
		SP:Iteration 15Q (155777.640000 sec): 3 clusters
  Score: Raw -8561708.214868 + Penalty 3635.482676 = -8558072.732192
  nChanged 108
		SP:Iteration 16Q (155778.200000 sec): 3 clusters
  Score: Raw -8561824.403432 + Penalty 3635.482676 = -8558188.920756
  nChanged 62
		SP:Iteration 17Q (155778.790000 sec): 3 clusters
  Score: Raw -8561880.714511 + Penalty 3635.482676 = -8558245.231834
  nChanged 36
		SP:Iteration 18Q (155779.400000 sec): 3 clusters
  Score: Raw -8561921.065197 + Penalty 3635.482676 = -8558285.582521
  nChanged 29
		SP:Iteration 19Q (155779.960000 sec): 3 clusters
  Score: Raw -8561943.595193 + Penalty 3635.482676 = -8558308.112517
  nChanged 19
		SP:Iteration 20F (155780.630000 sec): 3 clusters
  Score: Raw -8561956.124449 + Penalty 3635.482676 = -8558320.641772
  nChanged 11
		SP:Iteration 21Q (155781.210000 sec): 3 clusters
  Score: Raw -8561963.644804 + Penalty 3635.482676 = -8558328.162127
  nChanged 5
		SP:Iteration 22Q (155781.820000 sec): 3 clusters
  Score: Raw -8561968.021934 + Penalty 3635.482676 = -8558332.539257
  nChanged 5
		SP:Iteration 23Q (155782.380000 sec): 3 clusters
  Score: Raw -8561971.613563 + Penalty 3635.482676 = -8558336.130886
  nChanged 2
		SP:Iteration 24Q (155782.970000 sec): 3 clusters
  Score: Raw -8561972.940268 + Penalty 3635.482676 = -8558337.457592
  nChanged 2
		SP:Iteration 25Q (155783.580000 sec): 3 clusters
  Score: Raw -8561973.994670 + Penalty 3635.482676 = -8558338.511993
  nChanged 0
		SP:Iteration 26F (155784.210000 sec): 3 clusters
  Score: Raw -8561973.994670 + Penalty 3635.482676 = -8558338.511993
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155784.300000 sec): 2 clusters
  Score: Raw -677124.102730 + Penalty 1426.477963 = -675697.624767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155784.440000 sec): 3 clusters
  Score: Raw -673597.394873 + Penalty 2852.955927 = -670744.438946
  nChanged 2708
		SP:Iteration 1F (155784.540000 sec): 3 clusters
  Score: Raw -675220.481853 + Penalty 2852.955927 = -672367.525926
  nChanged 502
		SP:Iteration 2F (155784.650000 sec): 3 clusters
  Score: Raw -675534.360757 + Penalty 2852.955927 = -672681.404830
  nChanged 404
		SP:Iteration 3F (155784.750000 sec): 3 clusters
  Score: Raw -675775.310417 + Penalty 2852.955927 = -672922.354490
  nChanged 358
		SP:Iteration 4F (155784.850000 sec): 3 clusters
  Score: Raw -675962.588022 + Penalty 2852.955927 = -673109.632095
  nChanged 297
		SP:Iteration 5Q (155784.960000 sec): 3 clusters
  Score: Raw -676120.208761 + Penalty 2852.955927 = -673267.252834
  nChanged 272
		SP:Iteration 6Q (155785.060000 sec): 3 clusters
  Score: Raw -676283.036828 + Penalty 2852.955927 = -673430.080901
  nChanged 249
		SP:Iteration 7Q (155785.160000 sec): 3 clusters
  Score: Raw -676438.821790 + Penalty 2852.955927 = -673585.865863
  nChanged 228
		SP:Iteration 8Q (155785.260000 sec): 3 clusters
  Score: Raw -676568.963751 + Penalty 2852.955927 = -673716.007824
  nChanged 198
		SP:Iteration 9Q (155785.360000 sec): 3 clusters
  Score: Raw -676673.057917 + Penalty 2852.955927 = -673820.101990
  nChanged 185
		SP:Iteration 10Q (155785.460000 sec): 3 clusters
  Score: Raw -676767.659151 + Penalty 2852.955927 = -673914.703224
  nChanged 148
		SP:Iteration 11Q (155785.570000 sec): 3 clusters
  Score: Raw -676839.433286 + Penalty 2852.955927 = -673986.477360
  nChanged 127
		SP:Iteration 12Q (155785.680000 sec): 3 clusters
  Score: Raw -676892.610510 + Penalty 2852.955927 = -674039.654584
  nChanged 102
		SP:Iteration 13Q (155785.780000 sec): 3 clusters
  Score: Raw -676935.190719 + Penalty 2852.955927 = -674082.234793
  nChanged 86
		SP:Iteration 14Q (155785.890000 sec): 3 clusters
  Score: Raw -676964.408419 + Penalty 2852.955927 = -674111.452492
  nChanged 82
		SP:Iteration 15Q (155785.990000 sec): 3 clusters
  Score: Raw -676991.798690 + Penalty 2852.955927 = -674138.842763
  nChanged 70
		SP:Iteration 16Q (155786.090000 sec): 3 clusters
  Score: Raw -677013.927229 + Penalty 2852.955927 = -674160.971302
  nChanged 63
		SP:Iteration 17Q (155786.200000 sec): 3 clusters
  Score: Raw -677027.879052 + Penalty 2852.955927 = -674174.923125
  nChanged 43
		SP:Iteration 18Q (155786.300000 sec): 3 clusters
  Score: Raw -677040.179997 + Penalty 2852.955927 = -674187.224070
  nChanged 46
		SP:Iteration 19Q (155786.400000 sec): 3 clusters
  Score: Raw -677052.995934 + Penalty 2852.955927 = -674200.040008
  nChanged 45
		SP:Iteration 20F (155786.510000 sec): 3 clusters
  Score: Raw -677065.391738 + Penalty 2852.955927 = -674212.435811
  nChanged 44
		SP:Iteration 21Q (155786.610000 sec): 3 clusters
  Score: Raw -677077.072302 + Penalty 2852.955927 = -674224.116375
  nChanged 41
		SP:Iteration 22Q (155786.710000 sec): 3 clusters
  Score: Raw -677089.012416 + Penalty 2852.955927 = -674236.056489
  nChanged 48
		SP:Iteration 23Q (155786.810000 sec): 3 clusters
  Score: Raw -677100.646765 + Penalty 2852.955927 = -674247.690839
  nChanged 34
		SP:Iteration 24Q (155786.920000 sec): 3 clusters
  Score: Raw -677106.841299 + Penalty 2852.955927 = -674253.885372
  nChanged 23
		SP:Iteration 25Q (155787.020000 sec): 3 clusters
  Score: Raw -677110.529620 + Penalty 2852.955927 = -674257.573693
  nChanged 11
		SP:Iteration 26Q (155787.120000 sec): 3 clusters
  Score: Raw -677112.664962 + Penalty 2852.955927 = -674259.709035
  nChanged 15
		SP:Iteration 27Q (155787.220000 sec): 3 clusters
  Score: Raw -677115.868333 + Penalty 2852.955927 = -674262.912406
  nChanged 21
		SP:Iteration 28Q (155787.330000 sec): 3 clusters
  Score: Raw -677119.354483 + Penalty 2852.955927 = -674266.398557
  nChanged 17
		SP:Iteration 29Q (155787.440000 sec): 3 clusters
  Score: Raw -677122.416387 + Penalty 2852.955927 = -674269.460460
  nChanged 20
		SP:Iteration 30Q (155787.540000 sec): 3 clusters
  Score: Raw -677126.018674 + Penalty 2852.955927 = -674273.062747
  nChanged 18
		SP:Iteration 31Q (155787.640000 sec): 3 clusters
  Score: Raw -677129.076723 + Penalty 2852.955927 = -674276.120796
  nChanged 13
		SP:Iteration 32Q (155787.740000 sec): 3 clusters
  Score: Raw -677131.214271 + Penalty 2852.955927 = -674278.258344
  nChanged 15
		SP:Iteration 33Q (155787.850000 sec): 3 clusters
  Score: Raw -677134.501672 + Penalty 2852.955927 = -674281.545746
  nChanged 22
		SP:Iteration 34Q (155787.950000 sec): 3 clusters
  Score: Raw -677140.666613 + Penalty 2852.955927 = -674287.710686
  nChanged 31
		SP:Iteration 35Q (155788.050000 sec): 3 clusters
  Score: Raw -677149.425598 + Penalty 2852.955927 = -674296.469671
  nChanged 24
		SP:Iteration 36Q (155788.150000 sec): 3 clusters
  Score: Raw -677155.062341 + Penalty 2852.955927 = -674302.106414
  nChanged 28
		SP:Iteration 37Q (155788.250000 sec): 3 clusters
  Score: Raw -677161.612885 + Penalty 2852.955927 = -674308.656958
  nChanged 33
		SP:Iteration 38Q (155788.350000 sec): 3 clusters
  Score: Raw -677169.361687 + Penalty 2852.955927 = -674316.405760
  nChanged 26
		SP:Iteration 39Q (155788.460000 sec): 3 clusters
  Score: Raw -677176.613377 + Penalty 2852.955927 = -674323.657451
  nChanged 22
		SP:Iteration 40F (155788.570000 sec): 3 clusters
  Score: Raw -677181.835824 + Penalty 2852.955927 = -674328.879897
  nChanged 19
		SP:Iteration 41Q (155788.670000 sec): 3 clusters
  Score: Raw -677185.963110 + Penalty 2852.955927 = -674333.007183
  nChanged 27
		SP:Iteration 42Q (155788.780000 sec): 3 clusters
  Score: Raw -677192.577552 + Penalty 2852.955927 = -674339.621626
  nChanged 25
		SP:Iteration 43Q (155788.880000 sec): 3 clusters
  Score: Raw -677197.704410 + Penalty 2852.955927 = -674344.748483
  nChanged 20
		SP:Iteration 44Q (155788.980000 sec): 3 clusters
  Score: Raw -677201.967597 + Penalty 2852.955927 = -674349.011670
  nChanged 25
		SP:Iteration 45Q (155789.080000 sec): 3 clusters
  Score: Raw -677209.098350 + Penalty 2852.955927 = -674356.142423
  nChanged 34
		SP:Iteration 46Q (155789.180000 sec): 3 clusters
  Score: Raw -677215.322469 + Penalty 2852.955927 = -674362.366542
  nChanged 26
		SP:Iteration 47Q (155789.280000 sec): 3 clusters
  Score: Raw -677223.339022 + Penalty 2852.955927 = -674370.383095
  nChanged 35
		SP:Iteration 48Q (155789.390000 sec): 3 clusters
  Score: Raw -677234.537754 + Penalty 2852.955927 = -674381.581828
  nChanged 33
		SP:Iteration 49Q (155789.490000 sec): 3 clusters
  Score: Raw -677242.961028 + Penalty 2852.955927 = -674390.005101
  nChanged 31
		SP:Iteration 50Q (155789.590000 sec): 3 clusters
  Score: Raw -677252.792208 + Penalty 2852.955927 = -674399.836281
  nChanged 26
		SP:Iteration 51Q (155789.700000 sec): 3 clusters
  Score: Raw -677260.883392 + Penalty 2852.955927 = -674407.927465
  nChanged 31
		SP:Iteration 52Q (155789.800000 sec): 3 clusters
  Score: Raw -677269.261418 + Penalty 2852.955927 = -674416.305491
  nChanged 38
		SP:Iteration 53Q (155789.910000 sec): 3 clusters
  Score: Raw -677278.743376 + Penalty 2852.955927 = -674425.787449
  nChanged 30
		SP:Iteration 54Q (155790.010000 sec): 3 clusters
  Score: Raw -677285.153561 + Penalty 2852.955927 = -674432.197634
  nChanged 19
		SP:Iteration 55Q (155790.110000 sec): 3 clusters
  Score: Raw -677289.127776 + Penalty 2852.955927 = -674436.171849
  nChanged 17
		SP:Iteration 56Q (155790.210000 sec): 3 clusters
  Score: Raw -677293.599718 + Penalty 2852.955927 = -674440.643791
  nChanged 19
		SP:Iteration 57Q (155790.310000 sec): 3 clusters
  Score: Raw -677299.332842 + Penalty 2852.955927 = -674446.376915
  nChanged 28
		SP:Iteration 58Q (155790.410000 sec): 3 clusters
  Score: Raw -677311.181894 + Penalty 2852.955927 = -674458.225967
  nChanged 41
		SP:Iteration 59Q (155790.510000 sec): 3 clusters
  Score: Raw -677325.374076 + Penalty 2852.955927 = -674472.418149
  nChanged 35
		SP:Iteration 60F (155790.610000 sec): 3 clusters
  Score: Raw -677336.385701 + Penalty 2852.955927 = -674483.429774
  nChanged 31
		SP:Iteration 61Q (155790.720000 sec): 3 clusters
  Score: Raw -677343.022452 + Penalty 2852.955927 = -674490.066525
  nChanged 20
		SP:Iteration 62Q (155790.830000 sec): 3 clusters
  Score: Raw -677346.519938 + Penalty 2852.955927 = -674493.564011
  nChanged 20
		SP:Iteration 63Q (155790.930000 sec): 3 clusters
  Score: Raw -677349.894269 + Penalty 2852.955927 = -674496.938342
  nChanged 14
		SP:Iteration 64Q (155791.030000 sec): 3 clusters
  Score: Raw -677352.959462 + Penalty 2852.955927 = -674500.003535
  nChanged 18
		SP:Iteration 65Q (155791.130000 sec): 3 clusters
  Score: Raw -677357.234227 + Penalty 2852.955927 = -674504.278300
  nChanged 18
		SP:Iteration 66Q (155791.230000 sec): 3 clusters
  Score: Raw -677360.860993 + Penalty 2852.955927 = -674507.905066
  nChanged 22
		SP:Iteration 67Q (155791.330000 sec): 3 clusters
  Score: Raw -677366.208013 + Penalty 2852.955927 = -674513.252087
  nChanged 24
		SP:Iteration 68Q (155791.430000 sec): 3 clusters
  Score: Raw -677371.831303 + Penalty 2852.955927 = -674518.875377
  nChanged 17
		SP:Iteration 69Q (155791.540000 sec): 3 clusters
  Score: Raw -677374.532532 + Penalty 2852.955927 = -674521.576606
  nChanged 12
		SP:Iteration 70Q (155791.640000 sec): 3 clusters
  Score: Raw -677377.137646 + Penalty 2852.955927 = -674524.181719
  nChanged 14
		SP:Iteration 71Q (155791.740000 sec): 3 clusters
  Score: Raw -677380.006632 + Penalty 2852.955927 = -674527.050705
  nChanged 13
		SP:Iteration 72Q (155791.840000 sec): 3 clusters
  Score: Raw -677382.491080 + Penalty 2852.955927 = -674529.535154
  nChanged 11
		SP:Iteration 73Q (155791.950000 sec): 3 clusters
  Score: Raw -677384.580980 + Penalty 2852.955927 = -674531.625053
  nChanged 11
		SP:Iteration 74Q (155792.050000 sec): 3 clusters
  Score: Raw -677386.066399 + Penalty 2852.955927 = -674533.110472
  nChanged 4
		SP:Iteration 75Q (155792.160000 sec): 3 clusters
  Score: Raw -677386.993732 + Penalty 2852.955927 = -674534.037805
  nChanged 6
		SP:Iteration 76Q (155792.260000 sec): 3 clusters
  Score: Raw -677387.843641 + Penalty 2852.955927 = -674534.887714
  nChanged 6
		SP:Iteration 77Q (155792.360000 sec): 3 clusters
  Score: Raw -677388.422835 + Penalty 2852.955927 = -674535.466908
  nChanged 2
		SP:Iteration 78Q (155792.460000 sec): 3 clusters
  Score: Raw -677388.588975 + Penalty 2852.955927 = -674535.633049
  nChanged 2
		SP:Iteration 79Q (155792.560000 sec): 3 clusters
  Score: Raw -677388.945317 + Penalty 2852.955927 = -674535.989390
  nChanged 2
		SP:Iteration 80F (155792.660000 sec): 3 clusters
  Score: Raw -677389.157669 + Penalty 2852.955927 = -674536.201742
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (45602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155793.020000 sec): 2 clusters
  Score: Raw -5251860.637156 + Penalty 1743.252364 = -5250117.384792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155793.530000 sec): 3 clusters
  Score: Raw -5222986.343033 + Penalty 3486.504728 = -5219499.838305
  nChanged 21357
		SP:Iteration 1F (155793.990000 sec): 3 clusters
  Score: Raw -5235686.594338 + Penalty 3486.504728 = -5232200.089611
  nChanged 2331
		SP:Iteration 2F (155794.460000 sec): 3 clusters
  Score: Raw -5236783.022420 + Penalty 3486.504728 = -5233296.517692
  nChanged 2442
		SP:Iteration 3F (155794.930000 sec): 3 clusters
  Score: Raw -5238080.150126 + Penalty 3486.504728 = -5234593.645399
  nChanged 2512
		SP:Iteration 4F (155795.450000 sec): 3 clusters
  Score: Raw -5239443.241557 + Penalty 3486.504728 = -5235956.736830
  nChanged 2541
		SP:Iteration 5F (155795.950000 sec): 3 clusters
  Score: Raw -5240859.094233 + Penalty 3486.504728 = -5237372.589506
  nChanged 2484
		SP:Iteration 6F (155796.410000 sec): 3 clusters
  Score: Raw -5242208.245593 + Penalty 3486.504728 = -5238721.740866
  nChanged 2261
		SP:Iteration 7Q (155796.880000 sec): 3 clusters
  Score: Raw -5243364.272649 + Penalty 3486.504728 = -5239877.767921
  nChanged 2031
		SP:Iteration 8Q (155797.350000 sec): 3 clusters
  Score: Raw -5244289.703873 + Penalty 3486.504728 = -5240803.199145
  nChanged 1737
		SP:Iteration 9Q (155797.810000 sec): 3 clusters
  Score: Raw -5245020.344374 + Penalty 3486.504728 = -5241533.839647
  nChanged 1477
		SP:Iteration 10Q (155798.280000 sec): 3 clusters
  Score: Raw -5245598.712175 + Penalty 3486.504728 = -5242112.207447
  nChanged 1174
		SP:Iteration 11Q (155798.740000 sec): 3 clusters
  Score: Raw -5246014.299724 + Penalty 3486.504728 = -5242527.794996
  nChanged 950
		SP:Iteration 12Q (155799.200000 sec): 3 clusters
  Score: Raw -5246300.085470 + Penalty 3486.504728 = -5242813.580743
  nChanged 722
		SP:Iteration 13Q (155799.660000 sec): 3 clusters
  Score: Raw -5246473.799583 + Penalty 3486.504728 = -5242987.294856
  nChanged 560
		SP:Iteration 14Q (155800.120000 sec): 3 clusters
  Score: Raw -5246601.672202 + Penalty 3486.504728 = -5243115.167474
  nChanged 538
		SP:Iteration 15Q (155800.580000 sec): 3 clusters
  Score: Raw -5246731.438136 + Penalty 3486.504728 = -5243244.933408
  nChanged 562
		SP:Iteration 16Q (155801.040000 sec): 3 clusters
  Score: Raw -5246875.805250 + Penalty 3486.504728 = -5243389.300523
  nChanged 584
		SP:Iteration 17Q (155801.490000 sec): 3 clusters
  Score: Raw -5247025.576626 + Penalty 3486.504728 = -5243539.071898
  nChanged 607
		SP:Iteration 18Q (155801.950000 sec): 3 clusters
  Score: Raw -5247189.072568 + Penalty 3486.504728 = -5243702.567840
  nChanged 662
		SP:Iteration 19Q (155802.400000 sec): 3 clusters
  Score: Raw -5247393.797596 + Penalty 3486.504728 = -5243907.292868
  nChanged 730
		SP:Iteration 20F (155802.870000 sec): 3 clusters
  Score: Raw -5247627.257425 + Penalty 3486.504728 = -5244140.752697
  nChanged 782
		SP:Iteration 21Q (155803.330000 sec): 3 clusters
  Score: Raw -5247901.774327 + Penalty 3486.504728 = -5244415.269599
  nChanged 828
		SP:Iteration 22Q (155803.780000 sec): 3 clusters
  Score: Raw -5248226.256055 + Penalty 3486.504728 = -5244739.751327
  nChanged 866
		SP:Iteration 23Q (155804.220000 sec): 3 clusters
  Score: Raw -5248606.822208 + Penalty 3486.504728 = -5245120.317480
  nChanged 929
		SP:Iteration 24Q (155804.690000 sec): 3 clusters
  Score: Raw -5249065.223872 + Penalty 3486.504728 = -5245578.719144
  nChanged 988
		SP:Iteration 25Q (155805.140000 sec): 3 clusters
  Score: Raw -5249622.896941 + Penalty 3486.504728 = -5246136.392213
  nChanged 1006
		SP:Iteration 26Q (155805.610000 sec): 3 clusters
  Score: Raw -5250210.413903 + Penalty 3486.504728 = -5246723.909176
  nChanged 913
		SP:Iteration 27Q (155806.050000 sec): 3 clusters
  Score: Raw -5250716.787300 + Penalty 3486.504728 = -5247230.282572
  nChanged 784
		SP:Iteration 28Q (155806.510000 sec): 3 clusters
  Score: Raw -5251091.489083 + Penalty 3486.504728 = -5247604.984355
  nChanged 654
		SP:Iteration 29Q (155806.960000 sec): 3 clusters
  Score: Raw -5251362.460957 + Penalty 3486.504728 = -5247875.956229
  nChanged 534
		SP:Iteration 30Q (155807.410000 sec): 3 clusters
  Score: Raw -5251541.643340 + Penalty 3486.504728 = -5248055.138612
  nChanged 448
		SP:Iteration 31Q (155807.860000 sec): 3 clusters
  Score: Raw -5251666.739780 + Penalty 3486.504728 = -5248180.235052
  nChanged 374
		SP:Iteration 32Q (155808.300000 sec): 3 clusters
  Score: Raw -5251760.017821 + Penalty 3486.504728 = -5248273.513093
  nChanged 334
		SP:Iteration 33Q (155808.770000 sec): 3 clusters
  Score: Raw -5251835.918003 + Penalty 3486.504728 = -5248349.413275
  nChanged 278
		SP:Iteration 34Q (155809.190000 sec): 3 clusters
  Score: Raw -5251888.471703 + Penalty 3486.504728 = -5248401.966975
  nChanged 237
		SP:Iteration 35Q (155809.650000 sec): 3 clusters
  Score: Raw -5251933.821126 + Penalty 3486.504728 = -5248447.316398
  nChanged 240
		SP:Iteration 36Q (155810.110000 sec): 3 clusters
  Score: Raw -5251981.736998 + Penalty 3486.504728 = -5248495.232270
  nChanged 236
		SP:Iteration 37Q (155810.570000 sec): 3 clusters
  Score: Raw -5252026.920472 + Penalty 3486.504728 = -5248540.415744
  nChanged 208
		SP:Iteration 38Q (155811.030000 sec): 3 clusters
  Score: Raw -5252061.918643 + Penalty 3486.504728 = -5248575.413915
  nChanged 176
		SP:Iteration 39Q (155811.490000 sec): 3 clusters
  Score: Raw -5252088.781506 + Penalty 3486.504728 = -5248602.276778
  nChanged 154
		SP:Iteration 40F (155812.010000 sec): 3 clusters
  Score: Raw -5252115.737333 + Penalty 3486.504728 = -5248629.232605
  nChanged 149
		SP:Iteration 41Q (155812.450000 sec): 3 clusters
  Score: Raw -5252137.035423 + Penalty 3486.504728 = -5248650.530695
  nChanged 131
		SP:Iteration 42Q (155812.880000 sec): 3 clusters
  Score: Raw -5252153.775905 + Penalty 3486.504728 = -5248667.271178
  nChanged 116
		SP:Iteration 43Q (155813.340000 sec): 3 clusters
  Score: Raw -5252168.323415 + Penalty 3486.504728 = -5248681.818688
  nChanged 119
		SP:Iteration 44Q (155813.800000 sec): 3 clusters
  Score: Raw -5252182.042306 + Penalty 3486.504728 = -5248695.537579
  nChanged 112
		SP:Iteration 45Q (155814.260000 sec): 3 clusters
  Score: Raw -5252194.770482 + Penalty 3486.504728 = -5248708.265754
  nChanged 114
		SP:Iteration 46Q (155814.710000 sec): 3 clusters
  Score: Raw -5252207.937698 + Penalty 3486.504728 = -5248721.432971
  nChanged 117
		SP:Iteration 47Q (155815.180000 sec): 3 clusters
  Score: Raw -5252222.177526 + Penalty 3486.504728 = -5248735.672799
  nChanged 100
		SP:Iteration 48Q (155815.640000 sec): 3 clusters
  Score: Raw -5252234.008999 + Penalty 3486.504728 = -5248747.504272
  nChanged 109
		SP:Iteration 49Q (155816.090000 sec): 3 clusters
  Score: Raw -5252247.464034 + Penalty 3486.504728 = -5248760.959307
  nChanged 111
		SP:Iteration 50Q (155816.540000 sec): 3 clusters
  Score: Raw -5252261.975072 + Penalty 3486.504728 = -5248775.470344
  nChanged 111
		SP:Iteration 51Q (155817.000000 sec): 3 clusters
  Score: Raw -5252276.045950 + Penalty 3486.504728 = -5248789.541223
  nChanged 105
		SP:Iteration 52Q (155817.450000 sec): 3 clusters
  Score: Raw -5252288.716604 + Penalty 3486.504728 = -5248802.211877
  nChanged 94
		SP:Iteration 53Q (155817.860000 sec): 3 clusters
  Score: Raw -5252299.022479 + Penalty 3486.504728 = -5248812.517752
  nChanged 89
		SP:Iteration 54Q (155818.290000 sec): 3 clusters
  Score: Raw -5252308.744977 + Penalty 3486.504728 = -5248822.240249
  nChanged 81
		SP:Iteration 55Q (155818.720000 sec): 3 clusters
  Score: Raw -5252317.171343 + Penalty 3486.504728 = -5248830.666615
  nChanged 73
		SP:Iteration 56Q (155819.170000 sec): 3 clusters
  Score: Raw -5252324.312330 + Penalty 3486.504728 = -5248837.807602
  nChanged 74
		SP:Iteration 57Q (155819.620000 sec): 3 clusters
  Score: Raw -5252332.709658 + Penalty 3486.504728 = -5248846.204930
  nChanged 71
		SP:Iteration 58Q (155820.020000 sec): 3 clusters
  Score: Raw -5252340.263188 + Penalty 3486.504728 = -5248853.758461
  nChanged 67
		SP:Iteration 59Q (155820.460000 sec): 3 clusters
  Score: Raw -5252347.008363 + Penalty 3486.504728 = -5248860.503636
  nChanged 65
		SP:Iteration 60F (155820.950000 sec): 3 clusters
  Score: Raw -5252352.445243 + Penalty 3486.504728 = -5248865.940516
  nChanged 70
		SP:Iteration 61Q (155821.370000 sec): 3 clusters
  Score: Raw -5252359.024259 + Penalty 3486.504728 = -5248872.519531
  nChanged 58
		SP:Iteration 62Q (155821.800000 sec): 3 clusters
  Score: Raw -5252364.071523 + Penalty 3486.504728 = -5248877.566795
  nChanged 57
		SP:Iteration 63Q (155822.250000 sec): 3 clusters
  Score: Raw -5252369.326683 + Penalty 3486.504728 = -5248882.821955
  nChanged 57
		SP:Iteration 64Q (155822.700000 sec): 3 clusters
  Score: Raw -5252374.083524 + Penalty 3486.504728 = -5248887.578796
  nChanged 50
		SP:Iteration 65Q (155823.110000 sec): 3 clusters
  Score: Raw -5252379.459322 + Penalty 3486.504728 = -5248892.954594
  nChanged 52
		SP:Iteration 66Q (155823.530000 sec): 3 clusters
  Score: Raw -5252384.622624 + Penalty 3486.504728 = -5248898.117897
  nChanged 47
		SP:Iteration 67Q (155823.980000 sec): 3 clusters
  Score: Raw -5252388.546552 + Penalty 3486.504728 = -5248902.041825
  nChanged 44
		SP:Iteration 68Q (155824.430000 sec): 3 clusters
  Score: Raw -5252392.261119 + Penalty 3486.504728 = -5248905.756391
  nChanged 47
		SP:Iteration 69Q (155824.870000 sec): 3 clusters
  Score: Raw -5252396.026505 + Penalty 3486.504728 = -5248909.521778
  nChanged 31
		SP:Iteration 70Q (155825.270000 sec): 3 clusters
  Score: Raw -5252398.792698 + Penalty 3486.504728 = -5248912.287970
  nChanged 40
		SP:Iteration 71Q (155825.700000 sec): 3 clusters
  Score: Raw -5252402.531079 + Penalty 3486.504728 = -5248916.026352
  nChanged 36
		SP:Iteration 72Q (155826.150000 sec): 3 clusters
  Score: Raw -5252405.424247 + Penalty 3486.504728 = -5248918.919520
  nChanged 28
		SP:Iteration 73Q (155826.590000 sec): 3 clusters
  Score: Raw -5252407.341003 + Penalty 3486.504728 = -5248920.836276
  nChanged 33
		SP:Iteration 74Q (155827.040000 sec): 3 clusters
  Score: Raw -5252409.744400 + Penalty 3486.504728 = -5248923.239672
  nChanged 27
		SP:Iteration 75Q (155827.440000 sec): 3 clusters
  Score: Raw -5252411.710732 + Penalty 3486.504728 = -5248925.206004
  nChanged 32
		SP:Iteration 76Q (155827.860000 sec): 3 clusters
  Score: Raw -5252413.816510 + Penalty 3486.504728 = -5248927.311782
  nChanged 26
		SP:Iteration 77Q (155828.310000 sec): 3 clusters
  Score: Raw -5252415.443122 + Penalty 3486.504728 = -5248928.938395
  nChanged 24
		SP:Iteration 78Q (155828.760000 sec): 3 clusters
  Score: Raw -5252417.319695 + Penalty 3486.504728 = -5248930.814968
  nChanged 25
		SP:Iteration 79Q (155829.160000 sec): 3 clusters
  Score: Raw -5252419.048347 + Penalty 3486.504728 = -5248932.543619
  nChanged 22
		SP:Iteration 80F (155829.650000 sec): 3 clusters
  Score: Raw -5252420.330775 + Penalty 3486.504728 = -5248933.826047
  nChanged 13
		SP:Iteration 81Q (155830.050000 sec): 3 clusters
  Score: Raw -5252420.995220 + Penalty 3486.504728 = -5248934.490493
  nChanged 10
		SP:Iteration 82Q (155830.470000 sec): 3 clusters
  Score: Raw -5252421.452499 + Penalty 3486.504728 = -5248934.947771
  nChanged 11
		SP:Iteration 83Q (155830.920000 sec): 3 clusters
  Score: Raw -5252422.155180 + Penalty 3486.504728 = -5248935.650452
  nChanged 13
		SP:Iteration 84Q (155831.320000 sec): 3 clusters
  Score: Raw -5252422.928550 + Penalty 3486.504728 = -5248936.423823
  nChanged 10
		SP:Iteration 85Q (155831.750000 sec): 3 clusters
  Score: Raw -5252423.475659 + Penalty 3486.504728 = -5248936.970931
  nChanged 10
		SP:Iteration 86Q (155832.190000 sec): 3 clusters
  Score: Raw -5252424.041174 + Penalty 3486.504728 = -5248937.536447
  nChanged 8
		SP:Iteration 87Q (155832.640000 sec): 3 clusters
  Score: Raw -5252424.556800 + Penalty 3486.504728 = -5248938.052072
  nChanged 8
		SP:Iteration 88Q (155833.070000 sec): 3 clusters
  Score: Raw -5252425.022760 + Penalty 3486.504728 = -5248938.518033
  nChanged 9
		SP:Iteration 89Q (155833.470000 sec): 3 clusters
  Score: Raw -5252425.614108 + Penalty 3486.504728 = -5248939.109380
  nChanged 9
		SP:Iteration 90Q (155833.890000 sec): 3 clusters
  Score: Raw -5252426.163416 + Penalty 3486.504728 = -5248939.658688
  nChanged 11
		SP:Iteration 91Q (155834.340000 sec): 3 clusters
  Score: Raw -5252426.698294 + Penalty 3486.504728 = -5248940.193566
  nChanged 15
		SP:Iteration 92Q (155834.790000 sec): 3 clusters
  Score: Raw -5252427.392297 + Penalty 3486.504728 = -5248940.887570
  nChanged 12
		SP:Iteration 93Q (155835.190000 sec): 3 clusters
  Score: Raw -5252428.004156 + Penalty 3486.504728 = -5248941.499428
  nChanged 13
		SP:Iteration 94Q (155835.610000 sec): 3 clusters
  Score: Raw -5252428.895157 + Penalty 3486.504728 = -5248942.390429
  nChanged 12
		SP:Iteration 95Q (155836.060000 sec): 3 clusters
  Score: Raw -5252429.966326 + Penalty 3486.504728 = -5248943.461598
  nChanged 11
		SP:Iteration 96Q (155836.500000 sec): 3 clusters
  Score: Raw -5252430.733682 + Penalty 3486.504728 = -5248944.228955
  nChanged 12
		SP:Iteration 97Q (155836.910000 sec): 3 clusters
  Score: Raw -5252431.462270 + Penalty 3486.504728 = -5248944.957542
  nChanged 11
		SP:Iteration 98Q (155837.330000 sec): 3 clusters
  Score: Raw -5252432.697761 + Penalty 3486.504728 = -5248946.193033
  nChanged 22
		SP:Iteration 99Q (155837.770000 sec): 3 clusters
  Score: Raw -5252434.930754 + Penalty 3486.504728 = -5248948.426026
  nChanged 20
		SP:Iteration 100F (155838.290000 sec): 3 clusters
  Score: Raw -5252436.713142 + Penalty 3486.504728 = -5248950.208414
  nChanged 30
		SP:Iteration 101Q (155838.710000 sec): 3 clusters
  Score: Raw -5252439.995726 + Penalty 3486.504728 = -5248953.490998
  nChanged 30
		SP:Iteration 102Q (155839.160000 sec): 3 clusters
  Score: Raw -5252442.771257 + Penalty 3486.504728 = -5248956.266529
  nChanged 30
		SP:Iteration 103Q (155839.600000 sec): 3 clusters
  Score: Raw -5252445.410670 + Penalty 3486.504728 = -5248958.905943
  nChanged 27
		SP:Iteration 104Q (155840.000000 sec): 3 clusters
  Score: Raw -5252447.107013 + Penalty 3486.504728 = -5248960.602285
  nChanged 19
		SP:Iteration 105Q (155840.430000 sec): 3 clusters
  Score: Raw -5252448.227992 + Penalty 3486.504728 = -5248961.723264
  nChanged 12
		SP:Iteration 106Q (155840.870000 sec): 3 clusters
  Score: Raw -5252449.055115 + Penalty 3486.504728 = -5248962.550388
  nChanged 17
		SP:Iteration 107Q (155841.320000 sec): 3 clusters
  Score: Raw -5252450.358576 + Penalty 3486.504728 = -5248963.853848
  nChanged 16
		SP:Iteration 108Q (155841.760000 sec): 3 clusters
  Score: Raw -5252451.659084 + Penalty 3486.504728 = -5248965.154356
  nChanged 16
		SP:Iteration 109Q (155842.160000 sec): 3 clusters
  Score: Raw -5252452.812549 + Penalty 3486.504728 = -5248966.307821
  nChanged 11
		SP:Iteration 110Q (155842.580000 sec): 3 clusters
  Score: Raw -5252453.538828 + Penalty 3486.504728 = -5248967.034100
  nChanged 14
		SP:Iteration 111Q (155843.010000 sec): 3 clusters
  Score: Raw -5252454.716972 + Penalty 3486.504728 = -5248968.212244
  nChanged 16
		SP:Iteration 112Q (155843.410000 sec): 3 clusters
  Score: Raw -5252455.942541 + Penalty 3486.504728 = -5248969.437813
  nChanged 16
		SP:Iteration 113Q (155843.830000 sec): 3 clusters
  Score: Raw -5252457.000910 + Penalty 3486.504728 = -5248970.496182
  nChanged 11
		SP:Iteration 114Q (155844.280000 sec): 3 clusters
  Score: Raw -5252457.729694 + Penalty 3486.504728 = -5248971.224966
  nChanged 12
		SP:Iteration 115Q (155844.720000 sec): 3 clusters
  Score: Raw -5252458.519081 + Penalty 3486.504728 = -5248972.014353
  nChanged 11
		SP:Iteration 116Q (155845.120000 sec): 3 clusters
  Score: Raw -5252459.184559 + Penalty 3486.504728 = -5248972.679832
  nChanged 8
		SP:Iteration 117Q (155845.540000 sec): 3 clusters
  Score: Raw -5252459.654059 + Penalty 3486.504728 = -5248973.149331
  nChanged 4
		SP:Iteration 118Q (155845.980000 sec): 3 clusters
  Score: Raw -5252459.807827 + Penalty 3486.504728 = -5248973.303100
  nChanged 4
		SP:Iteration 119Q (155846.430000 sec): 3 clusters
  Score: Raw -5252459.985036 + Penalty 3486.504728 = -5248973.480309
  nChanged 3
		SP:Iteration 120F (155846.900000 sec): 3 clusters
  Score: Raw -5252460.095406 + Penalty 3486.504728 = -5248973.590678
  nChanged 3
		SP:Iteration 121Q (155847.300000 sec): 3 clusters
  Score: Raw -5252460.212008 + Penalty 3486.504728 = -5248973.707280
  nChanged 3
		SP:Iteration 122Q (155847.720000 sec): 3 clusters
  Score: Raw -5252460.336122 + Penalty 3486.504728 = -5248973.831394
  nChanged 5
		SP:Iteration 123Q (155848.160000 sec): 3 clusters
  Score: Raw -5252460.583058 + Penalty 3486.504728 = -5248974.078330
  nChanged 7
		SP:Iteration 124Q (155848.590000 sec): 3 clusters
  Score: Raw -5252460.878926 + Penalty 3486.504728 = -5248974.374198
  nChanged 4
		SP:Iteration 125Q (155848.990000 sec): 3 clusters
  Score: Raw -5252461.011346 + Penalty 3486.504728 = -5248974.506619
  nChanged 1
		SP:Iteration 126Q (155849.410000 sec): 3 clusters
  Score: Raw -5252461.039458 + Penalty 3486.504728 = -5248974.534730
  nChanged 2
		SP:Iteration 127Q (155849.860000 sec): 3 clusters
  Score: Raw -5252461.247585 + Penalty 3486.504728 = -5248974.742857
  nChanged 1
		SP:Iteration 128Q (155850.250000 sec): 3 clusters
  Score: Raw -5252461.282956 + Penalty 3486.504728 = -5248974.778228
  nChanged 1
		SP:Iteration 129Q (155850.680000 sec): 3 clusters
  Score: Raw -5252461.291840 + Penalty 3486.504728 = -5248974.787113
  nChanged 0
		SP:Iteration 130F (155851.190000 sec): 3 clusters
  Score: Raw -5252461.291840 + Penalty 3486.504728 = -5248974.787113
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155851.260000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155851.350000 sec): 3 clusters
  Score: Raw -590956.755186 + Penalty 2757.383425 = -588199.371762
  nChanged 1952
		SP:Iteration 1F (155851.440000 sec): 3 clusters
  Score: Raw -592002.653131 + Penalty 2757.383425 = -589245.269706
  nChanged 378
		SP:Iteration 2F (155851.530000 sec): 3 clusters
  Score: Raw -592194.641805 + Penalty 2757.383425 = -589437.258380
  nChanged 257
		SP:Iteration 3F (155851.620000 sec): 3 clusters
  Score: Raw -592305.467062 + Penalty 2757.383425 = -589548.083638
  nChanged 197
		SP:Iteration 4Q (155851.700000 sec): 3 clusters
  Score: Raw -592402.340712 + Penalty 2757.383425 = -589644.957287
  nChanged 190
		SP:Iteration 5Q (155851.790000 sec): 3 clusters
  Score: Raw -592493.313445 + Penalty 2757.383425 = -589735.930020
  nChanged 150
		SP:Iteration 6Q (155851.880000 sec): 3 clusters
  Score: Raw -592563.544242 + Penalty 2757.383425 = -589806.160817
  nChanged 157
		SP:Iteration 7Q (155851.970000 sec): 3 clusters
  Score: Raw -592635.356449 + Penalty 2757.383425 = -589877.973025
  nChanged 155
		SP:Iteration 8Q (155852.060000 sec): 3 clusters
  Score: Raw -592704.331394 + Penalty 2757.383425 = -589946.947970
  nChanged 141
		SP:Iteration 9Q (155852.140000 sec): 3 clusters
  Score: Raw -592764.661682 + Penalty 2757.383425 = -590007.278258
  nChanged 122
		SP:Iteration 10Q (155852.230000 sec): 3 clusters
  Score: Raw -592816.412632 + Penalty 2757.383425 = -590059.029208
  nChanged 112
		SP:Iteration 11Q (155852.320000 sec): 3 clusters
  Score: Raw -592863.498337 + Penalty 2757.383425 = -590106.114913
  nChanged 115
		SP:Iteration 12Q (155852.410000 sec): 3 clusters
  Score: Raw -592913.483378 + Penalty 2757.383425 = -590156.099954
  nChanged 114
		SP:Iteration 13Q (155852.500000 sec): 3 clusters
  Score: Raw -592958.387822 + Penalty 2757.383425 = -590201.004397
  nChanged 85
		SP:Iteration 14Q (155852.590000 sec): 3 clusters
  Score: Raw -592989.607688 + Penalty 2757.383425 = -590232.224263
  nChanged 80
		SP:Iteration 15Q (155852.670000 sec): 3 clusters
  Score: Raw -593024.132222 + Penalty 2757.383425 = -590266.748798
  nChanged 76
		SP:Iteration 16Q (155852.760000 sec): 3 clusters
  Score: Raw -593054.124284 + Penalty 2757.383425 = -590296.740860
  nChanged 78
		SP:Iteration 17Q (155852.850000 sec): 3 clusters
  Score: Raw -593087.543391 + Penalty 2757.383425 = -590330.159966
  nChanged 82
		SP:Iteration 18Q (155852.930000 sec): 3 clusters
  Score: Raw -593123.722397 + Penalty 2757.383425 = -590366.338972
  nChanged 71
		SP:Iteration 19Q (155853.030000 sec): 3 clusters
  Score: Raw -593153.277064 + Penalty 2757.383425 = -590395.893639
  nChanged 59
		SP:Iteration 20F (155853.110000 sec): 3 clusters
  Score: Raw -593177.671399 + Penalty 2757.383425 = -590420.287974
  nChanged 57
		SP:Iteration 21Q (155853.200000 sec): 3 clusters
  Score: Raw -593199.737529 + Penalty 2757.383425 = -590442.354104
  nChanged 36
		SP:Iteration 22Q (155853.290000 sec): 3 clusters
  Score: Raw -593213.948674 + Penalty 2757.383425 = -590456.565250
  nChanged 38
		SP:Iteration 23Q (155853.370000 sec): 3 clusters
  Score: Raw -593227.787563 + Penalty 2757.383425 = -590470.404138
  nChanged 35
		SP:Iteration 24Q (155853.460000 sec): 3 clusters
  Score: Raw -593241.767722 + Penalty 2757.383425 = -590484.384298
  nChanged 34
		SP:Iteration 25Q (155853.550000 sec): 3 clusters
  Score: Raw -593255.997464 + Penalty 2757.383425 = -590498.614040
  nChanged 27
		SP:Iteration 26Q (155853.640000 sec): 3 clusters
  Score: Raw -593267.886491 + Penalty 2757.383425 = -590510.503066
  nChanged 26
		SP:Iteration 27Q (155853.730000 sec): 3 clusters
  Score: Raw -593278.177075 + Penalty 2757.383425 = -590520.793650
  nChanged 26
		SP:Iteration 28Q (155853.810000 sec): 3 clusters
  Score: Raw -593288.738010 + Penalty 2757.383425 = -590531.354586
  nChanged 28
		SP:Iteration 29Q (155853.900000 sec): 3 clusters
  Score: Raw -593300.097756 + Penalty 2757.383425 = -590542.714331
  nChanged 19
		SP:Iteration 30Q (155853.990000 sec): 3 clusters
  Score: Raw -593307.046761 + Penalty 2757.383425 = -590549.663336
  nChanged 25
		SP:Iteration 31Q (155854.070000 sec): 3 clusters
  Score: Raw -593317.608585 + Penalty 2757.383425 = -590560.225161
  nChanged 22
		SP:Iteration 32Q (155854.160000 sec): 3 clusters
  Score: Raw -593326.402420 + Penalty 2757.383425 = -590569.018995
  nChanged 15
		SP:Iteration 33Q (155854.250000 sec): 3 clusters
  Score: Raw -593333.136601 + Penalty 2757.383425 = -590575.753176
  nChanged 15
		SP:Iteration 34Q (155854.330000 sec): 3 clusters
  Score: Raw -593340.027150 + Penalty 2757.383425 = -590582.643725
  nChanged 13
		SP:Iteration 35Q (155854.420000 sec): 3 clusters
  Score: Raw -593344.898710 + Penalty 2757.383425 = -590587.515285
  nChanged 15
		SP:Iteration 36Q (155854.510000 sec): 3 clusters
  Score: Raw -593350.310874 + Penalty 2757.383425 = -590592.927450
  nChanged 13
		SP:Iteration 37Q (155854.600000 sec): 3 clusters
  Score: Raw -593356.097636 + Penalty 2757.383425 = -590598.714212
  nChanged 15
		SP:Iteration 38Q (155854.690000 sec): 3 clusters
  Score: Raw -593362.612286 + Penalty 2757.383425 = -590605.228861
  nChanged 21
		SP:Iteration 39Q (155854.770000 sec): 3 clusters
  Score: Raw -593372.111548 + Penalty 2757.383425 = -590614.728123
  nChanged 27
		SP:Iteration 40F (155854.860000 sec): 3 clusters
  Score: Raw -593387.119816 + Penalty 2757.383425 = -590629.736392
  nChanged 25
		SP:Iteration 41Q (155854.950000 sec): 3 clusters
  Score: Raw -593403.478607 + Penalty 2757.383425 = -590646.095183
  nChanged 25
		SP:Iteration 42Q (155855.030000 sec): 3 clusters
  Score: Raw -593415.774191 + Penalty 2757.383425 = -590658.390766
  nChanged 24
		SP:Iteration 43Q (155855.120000 sec): 3 clusters
  Score: Raw -593429.180699 + Penalty 2757.383425 = -590671.797275
  nChanged 25
		SP:Iteration 44Q (155855.210000 sec): 3 clusters
  Score: Raw -593442.682335 + Penalty 2757.383425 = -590685.298911
  nChanged 27
		SP:Iteration 45Q (155855.290000 sec): 3 clusters
  Score: Raw -593454.474369 + Penalty 2757.383425 = -590697.090945
  nChanged 20
		SP:Iteration 46Q (155855.380000 sec): 3 clusters
  Score: Raw -593466.783900 + Penalty 2757.383425 = -590709.400476
  nChanged 22
		SP:Iteration 47Q (155855.470000 sec): 3 clusters
  Score: Raw -593479.128453 + Penalty 2757.383425 = -590721.745029
  nChanged 20
		SP:Iteration 48Q (155855.550000 sec): 3 clusters
  Score: Raw -593488.473650 + Penalty 2757.383425 = -590731.090225
  nChanged 15
		SP:Iteration 49Q (155855.640000 sec): 3 clusters
  Score: Raw -593496.939806 + Penalty 2757.383425 = -590739.556381
  nChanged 12
		SP:Iteration 50Q (155855.720000 sec): 3 clusters
  Score: Raw -593506.543349 + Penalty 2757.383425 = -590749.159924
  nChanged 16
		SP:Iteration 51Q (155855.810000 sec): 3 clusters
  Score: Raw -593516.023527 + Penalty 2757.383425 = -590758.640102
  nChanged 20
		SP:Iteration 52Q (155855.890000 sec): 3 clusters
  Score: Raw -593526.420743 + Penalty 2757.383425 = -590769.037318
  nChanged 15
		SP:Iteration 53Q (155855.980000 sec): 3 clusters
  Score: Raw -593535.226486 + Penalty 2757.383425 = -590777.843061
  nChanged 13
		SP:Iteration 54Q (155856.070000 sec): 3 clusters
  Score: Raw -593544.578986 + Penalty 2757.383425 = -590787.195561
  nChanged 17
		SP:Iteration 55Q (155856.150000 sec): 3 clusters
  Score: Raw -593556.232043 + Penalty 2757.383425 = -590798.848618
  nChanged 15
		SP:Iteration 56Q (155856.230000 sec): 3 clusters
  Score: Raw -593567.143728 + Penalty 2757.383425 = -590809.760304
  nChanged 13
		SP:Iteration 57Q (155856.320000 sec): 3 clusters
  Score: Raw -593576.199336 + Penalty 2757.383425 = -590818.815911
  nChanged 12
		SP:Iteration 58Q (155856.400000 sec): 3 clusters
  Score: Raw -593582.992386 + Penalty 2757.383425 = -590825.608961
  nChanged 9
		SP:Iteration 59Q (155856.490000 sec): 3 clusters
  Score: Raw -593588.815661 + Penalty 2757.383425 = -590831.432236
  nChanged 6
		SP:Iteration 60F (155856.570000 sec): 3 clusters
  Score: Raw -593592.015444 + Penalty 2757.383425 = -590834.632019
  nChanged 6
		SP:Iteration 61Q (155856.660000 sec): 3 clusters
  Score: Raw -593595.302623 + Penalty 2757.383425 = -590837.919198
  nChanged 5
		SP:Iteration 62Q (155856.740000 sec): 3 clusters
  Score: Raw -593597.712434 + Penalty 2757.383425 = -590840.329009
  nChanged 2
		SP:Iteration 63Q (155856.830000 sec): 3 clusters
  Score: Raw -593598.646346 + Penalty 2757.383425 = -590841.262921
  nChanged 1
		SP:Iteration 64Q (155856.910000 sec): 3 clusters
  Score: Raw -593599.140665 + Penalty 2757.383425 = -590841.757240
  nChanged 1
		SP:Iteration 65Q (155856.990000 sec): 3 clusters
  Score: Raw -593599.566054 + Penalty 2757.383425 = -590842.182629
  nChanged 0
		SP:Iteration 66F (155857.080000 sec): 3 clusters
  Score: Raw -593599.566054 + Penalty 2757.383425 = -590842.182629
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155857.230000 sec): 2 clusters
  Score: Raw -1509174.786291 + Penalty 1548.204341 = -1507626.581950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155857.460000 sec): 3 clusters
  Score: Raw -1501208.701491 + Penalty 3096.408682 = -1498112.292809
  nChanged 6124
		SP:Iteration 1F (155857.670000 sec): 3 clusters
  Score: Raw -1504656.897721 + Penalty 3096.408682 = -1501560.489039
  nChanged 947
		SP:Iteration 2F (155857.860000 sec): 3 clusters
  Score: Raw -1505212.495090 + Penalty 3096.408682 = -1502116.086408
  nChanged 918
		SP:Iteration 3F (155858.100000 sec): 3 clusters
  Score: Raw -1505758.609738 + Penalty 3096.408682 = -1502662.201056
  nChanged 841
		SP:Iteration 4F (155858.290000 sec): 3 clusters
  Score: Raw -1506280.237072 + Penalty 3096.408682 = -1503183.828390
  nChanged 773
		SP:Iteration 5F (155858.490000 sec): 3 clusters
  Score: Raw -1506778.627560 + Penalty 3096.408682 = -1503682.218878
  nChanged 739
		SP:Iteration 6F (155858.730000 sec): 3 clusters
  Score: Raw -1507231.094804 + Penalty 3096.408682 = -1504134.686122
  nChanged 618
		SP:Iteration 7Q (155858.920000 sec): 3 clusters
  Score: Raw -1507606.519210 + Penalty 3096.408682 = -1504510.110528
  nChanged 535
		SP:Iteration 8Q (155859.120000 sec): 3 clusters
  Score: Raw -1507904.219542 + Penalty 3096.408682 = -1504807.810860
  nChanged 424
		SP:Iteration 9Q (155859.310000 sec): 3 clusters
  Score: Raw -1508142.613142 + Penalty 3096.408682 = -1505046.204460
  nChanged 367
		SP:Iteration 10Q (155859.550000 sec): 3 clusters
  Score: Raw -1508333.817688 + Penalty 3096.408682 = -1505237.409006
  nChanged 310
		SP:Iteration 11Q (155859.740000 sec): 3 clusters
  Score: Raw -1508492.057343 + Penalty 3096.408682 = -1505395.648661
  nChanged 249
		SP:Iteration 12Q (155859.930000 sec): 3 clusters
  Score: Raw -1508604.872412 + Penalty 3096.408682 = -1505508.463730
  nChanged 205
		SP:Iteration 13Q (155860.170000 sec): 3 clusters
  Score: Raw -1508683.026888 + Penalty 3096.408682 = -1505586.618206
  nChanged 168
		SP:Iteration 14Q (155860.350000 sec): 3 clusters
  Score: Raw -1508742.038378 + Penalty 3096.408682 = -1505645.629696
  nChanged 127
		SP:Iteration 15Q (155860.540000 sec): 3 clusters
  Score: Raw -1508781.162860 + Penalty 3096.408682 = -1505684.754178
  nChanged 122
		SP:Iteration 16Q (155860.770000 sec): 3 clusters
  Score: Raw -1508817.529581 + Penalty 3096.408682 = -1505721.120899
  nChanged 109
		SP:Iteration 17Q (155860.950000 sec): 3 clusters
  Score: Raw -1508852.365075 + Penalty 3096.408682 = -1505755.956393
  nChanged 121
		SP:Iteration 18Q (155861.180000 sec): 3 clusters
  Score: Raw -1508893.861405 + Penalty 3096.408682 = -1505797.452723
  nChanged 104
		SP:Iteration 19Q (155861.410000 sec): 3 clusters
  Score: Raw -1508929.709848 + Penalty 3096.408682 = -1505833.301166
  nChanged 107
		SP:Iteration 20F (155861.610000 sec): 3 clusters
  Score: Raw -1508967.062945 + Penalty 3096.408682 = -1505870.654263
  nChanged 118
		SP:Iteration 21Q (155861.790000 sec): 3 clusters
  Score: Raw -1509008.858760 + Penalty 3096.408682 = -1505912.450078
  nChanged 113
		SP:Iteration 22Q (155862.020000 sec): 3 clusters
  Score: Raw -1509048.889502 + Penalty 3096.408682 = -1505952.480820
  nChanged 113
		SP:Iteration 23Q (155862.200000 sec): 3 clusters
  Score: Raw -1509085.984501 + Penalty 3096.408682 = -1505989.575819
  nChanged 103
		SP:Iteration 24Q (155862.430000 sec): 3 clusters
  Score: Raw -1509126.324533 + Penalty 3096.408682 = -1506029.915851
  nChanged 107
		SP:Iteration 25Q (155862.610000 sec): 3 clusters
  Score: Raw -1509173.839446 + Penalty 3096.408682 = -1506077.430764
  nChanged 106
		SP:Iteration 26Q (155862.850000 sec): 3 clusters
  Score: Raw -1509215.723293 + Penalty 3096.408682 = -1506119.314611
  nChanged 87
		SP:Iteration 27Q (155863.030000 sec): 3 clusters
  Score: Raw -1509245.156418 + Penalty 3096.408682 = -1506148.747736
  nChanged 84
		SP:Iteration 28Q (155863.260000 sec): 3 clusters
  Score: Raw -1509274.487245 + Penalty 3096.408682 = -1506178.078563
  nChanged 83
		SP:Iteration 29Q (155863.440000 sec): 3 clusters
  Score: Raw -1509301.586961 + Penalty 3096.408682 = -1506205.178279
  nChanged 61
		SP:Iteration 30Q (155863.670000 sec): 3 clusters
  Score: Raw -1509319.599754 + Penalty 3096.408682 = -1506223.191072
  nChanged 63
		SP:Iteration 31Q (155863.850000 sec): 3 clusters
  Score: Raw -1509341.266144 + Penalty 3096.408682 = -1506244.857462
  nChanged 56
		SP:Iteration 32Q (155864.080000 sec): 3 clusters
  Score: Raw -1509358.260488 + Penalty 3096.408682 = -1506261.851806
  nChanged 59
		SP:Iteration 33Q (155864.260000 sec): 3 clusters
  Score: Raw -1509379.026666 + Penalty 3096.408682 = -1506282.617984
  nChanged 60
		SP:Iteration 34Q (155864.490000 sec): 3 clusters
  Score: Raw -1509402.511071 + Penalty 3096.408682 = -1506306.102389
  nChanged 63
		SP:Iteration 35Q (155864.710000 sec): 3 clusters
  Score: Raw -1509425.066854 + Penalty 3096.408682 = -1506328.658171
  nChanged 61
		SP:Iteration 36Q (155864.900000 sec): 3 clusters
  Score: Raw -1509445.365481 + Penalty 3096.408682 = -1506348.956799
  nChanged 51
		SP:Iteration 37Q (155865.130000 sec): 3 clusters
  Score: Raw -1509460.728959 + Penalty 3096.408682 = -1506364.320277
  nChanged 46
		SP:Iteration 38Q (155865.310000 sec): 3 clusters
  Score: Raw -1509476.173759 + Penalty 3096.408682 = -1506379.765077
  nChanged 43
		SP:Iteration 39Q (155865.540000 sec): 3 clusters
  Score: Raw -1509491.559030 + Penalty 3096.408682 = -1506395.150348
  nChanged 36
		SP:Iteration 40F (155865.730000 sec): 3 clusters
  Score: Raw -1509504.401105 + Penalty 3096.408682 = -1506407.992423
  nChanged 32
		SP:Iteration 41Q (155865.910000 sec): 3 clusters
  Score: Raw -1509514.750370 + Penalty 3096.408682 = -1506418.341688
  nChanged 34
		SP:Iteration 42Q (155866.130000 sec): 3 clusters
  Score: Raw -1509527.733556 + Penalty 3096.408682 = -1506431.324874
  nChanged 28
		SP:Iteration 43Q (155866.360000 sec): 3 clusters
  Score: Raw -1509538.317731 + Penalty 3096.408682 = -1506441.909048
  nChanged 33
		SP:Iteration 44Q (155866.540000 sec): 3 clusters
  Score: Raw -1509551.770856 + Penalty 3096.408682 = -1506455.362174
  nChanged 28
		SP:Iteration 45Q (155866.760000 sec): 3 clusters
  Score: Raw -1509560.776734 + Penalty 3096.408682 = -1506464.368052
  nChanged 22
		SP:Iteration 46Q (155866.990000 sec): 3 clusters
  Score: Raw -1509570.286109 + Penalty 3096.408682 = -1506473.877426
  nChanged 21
		SP:Iteration 47Q (155867.160000 sec): 3 clusters
  Score: Raw -1509578.559117 + Penalty 3096.408682 = -1506482.150435
  nChanged 8
		SP:Iteration 48Q (155867.390000 sec): 3 clusters
  Score: Raw -1509580.998769 + Penalty 3096.408682 = -1506484.590087
  nChanged 8
		SP:Iteration 49Q (155867.610000 sec): 3 clusters
  Score: Raw -1509583.283905 + Penalty 3096.408682 = -1506486.875223
  nChanged 5
		SP:Iteration 50Q (155867.790000 sec): 3 clusters
  Score: Raw -1509584.588554 + Penalty 3096.408682 = -1506488.179872
  nChanged 3
		SP:Iteration 51Q (155868.010000 sec): 3 clusters
  Score: Raw -1509585.257254 + Penalty 3096.408682 = -1506488.848572
  nChanged 1
		SP:Iteration 52Q (155868.240000 sec): 3 clusters
  Score: Raw -1509585.326224 + Penalty 3096.408682 = -1506488.917542
  nChanged 0
		SP:Iteration 53F (155868.440000 sec): 3 clusters
  Score: Raw -1509585.326224 + Penalty 3096.408682 = -1506488.917542
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155868.500000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155868.500000 sec): 3 clusters
  Score: Raw -19175.907230 + Penalty 1708.685996 = -17467.221234
  nChanged 32
		SP:Iteration 1F (155868.510000 sec): 3 clusters
  Score: Raw -19280.367718 + Penalty 1708.685996 = -17571.681722
  nChanged 4
		SP:Iteration 2Q (155868.510000 sec): 3 clusters
  Score: Raw -19296.184379 + Penalty 1708.685996 = -17587.498383
  nChanged 2
		SP:Iteration 3Q (155868.520000 sec): 3 clusters
  Score: Raw -19302.490479 + Penalty 1708.685996 = -17593.804483
  nChanged 3
		SP:Iteration 4Q (155868.520000 sec): 3 clusters
  Score: Raw -19309.915524 + Penalty 1708.685996 = -17601.229528
  nChanged 1
		SP:Iteration 5Q (155868.530000 sec): 3 clusters
  Score: Raw -19313.602176 + Penalty 1708.685996 = -17604.916180
  nChanged 0
		SP:Iteration 6F (155868.530000 sec): 3 clusters
  Score: Raw -19313.602176 + Penalty 1708.685996 = -17604.916180
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (364561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155870.630000 sec): 2 clusters
  Score: Raw -44333721.409830 + Penalty 2081.047990 = -44331640.361840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155873.580000 sec): 3 clusters
  Score: Raw -44089242.191003 + Penalty 4162.095980 = -44085080.095023
  nChanged 178580
		SP:Iteration 1F (155876.510000 sec): 3 clusters
  Score: Raw -44198857.467686 + Penalty 4162.095980 = -44194695.371706
  nChanged 14045
		SP:Iteration 2Q (155879.480000 sec): 3 clusters
  Score: Raw -44203500.369581 + Penalty 4162.095980 = -44199338.273601
  nChanged 18699
		SP:Iteration 3F (155882.440000 sec): 3 clusters
  Score: Raw -44212010.744485 + Penalty 4162.095980 = -44207848.648505
  nChanged 25119
		SP:Iteration 4F (155885.350000 sec): 3 clusters
  Score: Raw -44227398.915294 + Penalty 4162.095980 = -44223236.819314
  nChanged 30481
		SP:Iteration 5F (155888.270000 sec): 3 clusters
  Score: Raw -44250883.053252 + Penalty 4162.095980 = -44246720.957272
  nChanged 31486
		SP:Iteration 6F (155891.200000 sec): 3 clusters
  Score: Raw -44279132.481532 + Penalty 4162.095980 = -44274970.385552
  nChanged 26278
		SP:Iteration 7F (155894.130000 sec): 3 clusters
  Score: Raw -44304999.989927 + Penalty 4162.095980 = -44300837.893947
  nChanged 17083
		SP:Iteration 8Q (155897.090000 sec): 3 clusters
  Score: Raw -44322251.932237 + Penalty 4162.095980 = -44318089.836257
  nChanged 8046
		SP:Iteration 9Q (155899.800000 sec): 3 clusters
  Score: Raw -44329969.834974 + Penalty 4162.095980 = -44325807.738994
  nChanged 2899
		SP:Iteration 10Q (155902.420000 sec): 3 clusters
  Score: Raw -44332586.592815 + Penalty 4162.095980 = -44328424.496835
  nChanged 999
		SP:Iteration 11Q (155904.970000 sec): 3 clusters
  Score: Raw -44333457.371028 + Penalty 4162.095980 = -44329295.275048
  nChanged 416
		SP:Iteration 12Q (155907.520000 sec): 3 clusters
  Score: Raw -44333808.060460 + Penalty 4162.095980 = -44329645.964480
  nChanged 244
		SP:Iteration 13Q (155910.130000 sec): 3 clusters
  Score: Raw -44333975.904456 + Penalty 4162.095980 = -44329813.808476
  nChanged 149
		SP:Iteration 14Q (155912.680000 sec): 3 clusters
  Score: Raw -44334060.876787 + Penalty 4162.095980 = -44329898.780807
  nChanged 104
		SP:Iteration 15Q (155915.280000 sec): 3 clusters
  Score: Raw -44334110.281637 + Penalty 4162.095980 = -44329948.185657
  nChanged 95
		SP:Iteration 16Q (155917.830000 sec): 3 clusters
  Score: Raw -44334157.047579 + Penalty 4162.095980 = -44329994.951599
  nChanged 69
		SP:Iteration 17Q (155920.440000 sec): 3 clusters
  Score: Raw -44334198.744567 + Penalty 4162.095980 = -44330036.648587
  nChanged 65
		SP:Iteration 18Q (155922.990000 sec): 3 clusters
  Score: Raw -44334236.847261 + Penalty 4162.095980 = -44330074.751281
  nChanged 57
		SP:Iteration 19Q (155925.550000 sec): 3 clusters
  Score: Raw -44334265.277070 + Penalty 4162.095980 = -44330103.181090
  nChanged 43
		SP:Iteration 20F (155928.440000 sec): 3 clusters
  Score: Raw -44334283.047740 + Penalty 4162.095980 = -44330120.951760
  nChanged 29
		SP:Iteration 21Q (155930.980000 sec): 3 clusters
  Score: Raw -44334293.219574 + Penalty 4162.095980 = -44330131.123594
  nChanged 20
		SP:Iteration 22Q (155933.560000 sec): 3 clusters
  Score: Raw -44334300.272611 + Penalty 4162.095980 = -44330138.176631
  nChanged 25
		SP:Iteration 23Q (155936.140000 sec): 3 clusters
  Score: Raw -44334309.083652 + Penalty 4162.095980 = -44330146.987672
  nChanged 21
		SP:Iteration 24Q (155938.710000 sec): 3 clusters
  Score: Raw -44334316.931415 + Penalty 4162.095980 = -44330154.835435
  nChanged 21
		SP:Iteration 25Q (155941.290000 sec): 3 clusters
  Score: Raw -44334324.290368 + Penalty 4162.095980 = -44330162.194388
  nChanged 20
		SP:Iteration 26Q (155943.860000 sec): 3 clusters
  Score: Raw -44334331.741379 + Penalty 4162.095980 = -44330169.645399
  nChanged 27
		SP:Iteration 27Q (155946.460000 sec): 3 clusters
  Score: Raw -44334340.187674 + Penalty 4162.095980 = -44330178.091695
  nChanged 13
		SP:Iteration 28Q (155949.030000 sec): 3 clusters
  Score: Raw -44334344.316131 + Penalty 4162.095980 = -44330182.220151
  nChanged 11
		SP:Iteration 29Q (155951.610000 sec): 3 clusters
  Score: Raw -44334347.339110 + Penalty 4162.095980 = -44330185.243130
  nChanged 13
		SP:Iteration 30Q (155954.180000 sec): 3 clusters
  Score: Raw -44334350.985885 + Penalty 4162.095980 = -44330188.889905
  nChanged 9
		SP:Iteration 31Q (155956.750000 sec): 3 clusters
  Score: Raw -44334353.706165 + Penalty 4162.095980 = -44330191.610185
  nChanged 10
		SP:Iteration 32Q (155959.350000 sec): 3 clusters
  Score: Raw -44334357.750926 + Penalty 4162.095980 = -44330195.654946
  nChanged 12
		SP:Iteration 33Q (155961.920000 sec): 3 clusters
  Score: Raw -44334361.508491 + Penalty 4162.095980 = -44330199.412511
  nChanged 8
		SP:Iteration 34Q (155964.490000 sec): 3 clusters
  Score: Raw -44334365.848044 + Penalty 4162.095980 = -44330203.752064
  nChanged 8
		SP:Iteration 35Q (155967.090000 sec): 3 clusters
  Score: Raw -44334368.926474 + Penalty 4162.095980 = -44330206.830494
  nChanged 8
		SP:Iteration 36Q (155969.650000 sec): 3 clusters
  Score: Raw -44334371.858827 + Penalty 4162.095980 = -44330209.762847
  nChanged 6
		SP:Iteration 37Q (155972.250000 sec): 3 clusters
  Score: Raw -44334373.408488 + Penalty 4162.095980 = -44330211.312508
  nChanged 3
		SP:Iteration 38Q (155974.820000 sec): 3 clusters
  Score: Raw -44334374.301758 + Penalty 4162.095980 = -44330212.205778
  nChanged 7
		SP:Iteration 39Q (155977.390000 sec): 3 clusters
  Score: Raw -44334376.466993 + Penalty 4162.095980 = -44330214.371013
  nChanged 5
		SP:Iteration 40F (155980.290000 sec): 3 clusters
  Score: Raw -44334377.912792 + Penalty 4162.095980 = -44330215.816812
  nChanged 6
		SP:Iteration 41Q (155982.840000 sec): 3 clusters
  Score: Raw -44334380.034950 + Penalty 4162.095980 = -44330217.938970
  nChanged 6
		SP:Iteration 42Q (155985.410000 sec): 3 clusters
  Score: Raw -44334381.958141 + Penalty 4162.095980 = -44330219.862162
  nChanged 3
		SP:Iteration 43Q (155987.980000 sec): 3 clusters
  Score: Raw -44334383.060231 + Penalty 4162.095980 = -44330220.964251
  nChanged 1
		SP:Iteration 44Q (155990.560000 sec): 3 clusters
  Score: Raw -44334383.301765 + Penalty 4162.095980 = -44330221.205785
  nChanged 4
		SP:Iteration 45Q (155993.140000 sec): 3 clusters
  Score: Raw -44334384.270128 + Penalty 4162.095980 = -44330222.174148
  nChanged 1
		SP:Iteration 46Q (155995.710000 sec): 3 clusters
  Score: Raw -44334384.494414 + Penalty 4162.095980 = -44330222.398434
  nChanged 2
		SP:Iteration 47Q (155998.280000 sec): 3 clusters
  Score: Raw -44334384.745683 + Penalty 4162.095980 = -44330222.649703
  nChanged 2
		SP:Iteration 48Q (156000.850000 sec): 3 clusters
  Score: Raw -44334385.316798 + Penalty 4162.095980 = -44330223.220818
  nChanged 3
		SP:Iteration 49Q (156003.450000 sec): 3 clusters
  Score: Raw -44334386.041917 + Penalty 4162.095980 = -44330223.945937
  nChanged 2
		SP:Iteration 50Q (156006.020000 sec): 3 clusters
  Score: Raw -44334386.387119 + Penalty 4162.095980 = -44330224.291140
  nChanged 0
		SP:Iteration 51F (156008.890000 sec): 3 clusters
  Score: Raw -44334386.387119 + Penalty 4162.095980 = -44330224.291140
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156009.200000 sec): 2 clusters
  Score: Raw -2552324.752434 + Penalty 1626.998281 = -2550697.754153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156009.510000 sec): 3 clusters
  Score: Raw -2538921.602763 + Penalty 3253.996562 = -2535667.606202
  nChanged 10103
		SP:Iteration 1F (156009.760000 sec): 3 clusters
  Score: Raw -2544755.486730 + Penalty 3253.996562 = -2541501.490169
  nChanged 1258
		SP:Iteration 2F (156010.060000 sec): 3 clusters
  Score: Raw -2545323.075221 + Penalty 3253.996562 = -2542069.078660
  nChanged 1148
		SP:Iteration 3F (156010.300000 sec): 3 clusters
  Score: Raw -2545871.697354 + Penalty 3253.996562 = -2542617.700793
  nChanged 1176
		SP:Iteration 4F (156010.570000 sec): 3 clusters
  Score: Raw -2546436.457524 + Penalty 3253.996562 = -2543182.460963
  nChanged 1150
		SP:Iteration 5F (156010.870000 sec): 3 clusters
  Score: Raw -2547031.750944 + Penalty 3253.996562 = -2543777.754382
  nChanged 1150
		SP:Iteration 6F (156011.120000 sec): 3 clusters
  Score: Raw -2547674.475448 + Penalty 3253.996562 = -2544420.478886
  nChanged 1119
		SP:Iteration 7F (156011.370000 sec): 3 clusters
  Score: Raw -2548310.614574 + Penalty 3253.996562 = -2545056.618012
  nChanged 1075
		SP:Iteration 8Q (156011.660000 sec): 3 clusters
  Score: Raw -2549002.787149 + Penalty 3253.996562 = -2545748.790587
  nChanged 1016
		SP:Iteration 9Q (156011.920000 sec): 3 clusters
  Score: Raw -2549622.268570 + Penalty 3253.996562 = -2546368.272008
  nChanged 881
		SP:Iteration 10Q (156012.170000 sec): 3 clusters
  Score: Raw -2550100.841831 + Penalty 3253.996562 = -2546846.845269
  nChanged 692
		SP:Iteration 11Q (156012.420000 sec): 3 clusters
  Score: Raw -2550463.009982 + Penalty 3253.996562 = -2547209.013420
  nChanged 607
		SP:Iteration 12Q (156012.720000 sec): 3 clusters
  Score: Raw -2550776.675271 + Penalty 3253.996562 = -2547522.678709
  nChanged 592
		SP:Iteration 13Q (156012.970000 sec): 3 clusters
  Score: Raw -2551125.929953 + Penalty 3253.996562 = -2547871.933391
  nChanged 609
		SP:Iteration 14Q (156013.230000 sec): 3 clusters
  Score: Raw -2551535.282996 + Penalty 3253.996562 = -2548281.286434
  nChanged 604
		SP:Iteration 15Q (156013.470000 sec): 3 clusters
  Score: Raw -2551926.500738 + Penalty 3253.996562 = -2548672.504177
  nChanged 536
		SP:Iteration 16Q (156013.760000 sec): 3 clusters
  Score: Raw -2552237.288094 + Penalty 3253.996562 = -2548983.291533
  nChanged 482
		SP:Iteration 17Q (156014.010000 sec): 3 clusters
  Score: Raw -2552490.514178 + Penalty 3253.996562 = -2549236.517616
  nChanged 394
		SP:Iteration 18Q (156014.290000 sec): 3 clusters
  Score: Raw -2552666.876137 + Penalty 3253.996562 = -2549412.879575
  nChanged 346
		SP:Iteration 19Q (156014.540000 sec): 3 clusters
  Score: Raw -2552789.304902 + Penalty 3253.996562 = -2549535.308340
  nChanged 267
		SP:Iteration 20F (156014.840000 sec): 3 clusters
  Score: Raw -2552864.222855 + Penalty 3253.996562 = -2549610.226293
  nChanged 203
		SP:Iteration 21Q (156015.080000 sec): 3 clusters
  Score: Raw -2552907.371622 + Penalty 3253.996562 = -2549653.375061
  nChanged 119
		SP:Iteration 22Q (156015.320000 sec): 3 clusters
  Score: Raw -2552926.995656 + Penalty 3253.996562 = -2549672.999094
  nChanged 90
		SP:Iteration 23Q (156015.600000 sec): 3 clusters
  Score: Raw -2552940.421331 + Penalty 3253.996562 = -2549686.424769
  nChanged 93
		SP:Iteration 24Q (156015.850000 sec): 3 clusters
  Score: Raw -2552953.043894 + Penalty 3253.996562 = -2549699.047332
  nChanged 71
		SP:Iteration 25Q (156016.130000 sec): 3 clusters
  Score: Raw -2552960.697342 + Penalty 3253.996562 = -2549706.700780
  nChanged 55
		SP:Iteration 26Q (156016.380000 sec): 3 clusters
  Score: Raw -2552965.385790 + Penalty 3253.996562 = -2549711.389228
  nChanged 31
		SP:Iteration 27Q (156016.660000 sec): 3 clusters
  Score: Raw -2552967.511991 + Penalty 3253.996562 = -2549713.515429
  nChanged 20
		SP:Iteration 28Q (156016.900000 sec): 3 clusters
  Score: Raw -2552968.924900 + Penalty 3253.996562 = -2549714.928338
  nChanged 22
		SP:Iteration 29Q (156017.190000 sec): 3 clusters
  Score: Raw -2552970.353149 + Penalty 3253.996562 = -2549716.356587
  nChanged 19
		SP:Iteration 30Q (156017.470000 sec): 3 clusters
  Score: Raw -2552971.744109 + Penalty 3253.996562 = -2549717.747547
  nChanged 22
		SP:Iteration 31Q (156017.710000 sec): 3 clusters
  Score: Raw -2552973.435504 + Penalty 3253.996562 = -2549719.438942
  nChanged 16
		SP:Iteration 32Q (156017.990000 sec): 3 clusters
  Score: Raw -2552974.378448 + Penalty 3253.996562 = -2549720.381887
  nChanged 14
		SP:Iteration 33Q (156018.230000 sec): 3 clusters
  Score: Raw -2552975.277663 + Penalty 3253.996562 = -2549721.281101
  nChanged 11
		SP:Iteration 34Q (156018.510000 sec): 3 clusters
  Score: Raw -2552975.996263 + Penalty 3253.996562 = -2549721.999701
  nChanged 16
		SP:Iteration 35Q (156018.750000 sec): 3 clusters
  Score: Raw -2552976.967226 + Penalty 3253.996562 = -2549722.970665
  nChanged 8
		SP:Iteration 36Q (156019.030000 sec): 3 clusters
  Score: Raw -2552977.411471 + Penalty 3253.996562 = -2549723.414909
  nChanged 11
		SP:Iteration 37Q (156019.320000 sec): 3 clusters
  Score: Raw -2552977.989851 + Penalty 3253.996562 = -2549723.993289
  nChanged 7
		SP:Iteration 38Q (156019.550000 sec): 3 clusters
  Score: Raw -2552978.372953 + Penalty 3253.996562 = -2549724.376392
  nChanged 6
		SP:Iteration 39Q (156019.840000 sec): 3 clusters
  Score: Raw -2552978.778977 + Penalty 3253.996562 = -2549724.782415
  nChanged 6
		SP:Iteration 40F (156020.090000 sec): 3 clusters
  Score: Raw -2552979.226733 + Penalty 3253.996562 = -2549725.230171
  nChanged 9
		SP:Iteration 41Q (156020.370000 sec): 3 clusters
  Score: Raw -2552979.738674 + Penalty 3253.996562 = -2549725.742112
  nChanged 4
		SP:Iteration 42Q (156020.610000 sec): 3 clusters
  Score: Raw -2552979.953217 + Penalty 3253.996562 = -2549725.956655
  nChanged 3
		SP:Iteration 43Q (156020.890000 sec): 3 clusters
  Score: Raw -2552980.070392 + Penalty 3253.996562 = -2549726.073830
  nChanged 1
		SP:Iteration 44Q (156021.130000 sec): 3 clusters
  Score: Raw -2552980.096872 + Penalty 3253.996562 = -2549726.100310
  nChanged 1
		SP:Iteration 45Q (156021.420000 sec): 3 clusters
  Score: Raw -2552980.120811 + Penalty 3253.996562 = -2549726.124249
  nChanged 0
		SP:Iteration 46F (156021.670000 sec): 3 clusters
  Score: Raw -2552980.120811 + Penalty 3253.996562 = -2549726.124249
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156022.010000 sec): 2 clusters
  Score: Raw -5111884.934950 + Penalty 1726.973234 = -5110157.961715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156022.480000 sec): 3 clusters
  Score: Raw -5085801.909218 + Penalty 3453.946469 = -5082347.962749
  nChanged 19253
		SP:Iteration 1F (156022.970000 sec): 3 clusters
  Score: Raw -5096603.476350 + Penalty 3453.946469 = -5093149.529882
  nChanged 1745
		SP:Iteration 2Q (156023.460000 sec): 3 clusters
  Score: Raw -5097116.194608 + Penalty 3453.946469 = -5093662.248139
  nChanged 1794
		SP:Iteration 3Q (156023.950000 sec): 3 clusters
  Score: Raw -5097751.967403 + Penalty 3453.946469 = -5094298.020934
  nChanged 2056
		SP:Iteration 4Q (156024.390000 sec): 3 clusters
  Score: Raw -5098624.741810 + Penalty 3453.946469 = -5095170.795341
  nChanged 2292
		SP:Iteration 5F (156024.850000 sec): 3 clusters
  Score: Raw -5099763.731923 + Penalty 3453.946469 = -5096309.785454
  nChanged 2466
		SP:Iteration 6F (156025.330000 sec): 3 clusters
  Score: Raw -5101122.328087 + Penalty 3453.946469 = -5097668.381618
  nChanged 2595
		SP:Iteration 7F (156025.820000 sec): 3 clusters
  Score: Raw -5102602.826715 + Penalty 3453.946469 = -5099148.880247
  nChanged 2429
		SP:Iteration 8F (156026.310000 sec): 3 clusters
  Score: Raw -5103979.319984 + Penalty 3453.946469 = -5100525.373515
  nChanged 2101
		SP:Iteration 9F (156026.750000 sec): 3 clusters
  Score: Raw -5105116.853536 + Penalty 3453.946469 = -5101662.907067
  nChanged 1801
		SP:Iteration 10Q (156027.210000 sec): 3 clusters
  Score: Raw -5106106.145979 + Penalty 3453.946469 = -5102652.199510
  nChanged 1590
		SP:Iteration 11Q (156027.700000 sec): 3 clusters
  Score: Raw -5107018.259714 + Penalty 3453.946469 = -5103564.313245
  nChanged 1445
		SP:Iteration 12Q (156028.180000 sec): 3 clusters
  Score: Raw -5107924.112334 + Penalty 3453.946469 = -5104470.165865
  nChanged 1335
		SP:Iteration 13Q (156028.660000 sec): 3 clusters
  Score: Raw -5108814.289566 + Penalty 3453.946469 = -5105360.343097
  nChanged 1130
		SP:Iteration 14Q (156029.090000 sec): 3 clusters
  Score: Raw -5109557.660574 + Penalty 3453.946469 = -5106103.714105
  nChanged 903
		SP:Iteration 15Q (156029.520000 sec): 3 clusters
  Score: Raw -5110165.925793 + Penalty 3453.946469 = -5106711.979324
  nChanged 768
		SP:Iteration 16Q (156029.930000 sec): 3 clusters
  Score: Raw -5110712.973415 + Penalty 3453.946469 = -5107259.026946
  nChanged 573
		SP:Iteration 17Q (156030.370000 sec): 3 clusters
  Score: Raw -5111127.583473 + Penalty 3453.946469 = -5107673.637004
  nChanged 437
		SP:Iteration 18Q (156030.760000 sec): 3 clusters
  Score: Raw -5111421.334857 + Penalty 3453.946469 = -5107967.388388
  nChanged 278
		SP:Iteration 19Q (156031.180000 sec): 3 clusters
  Score: Raw -5111607.818149 + Penalty 3453.946469 = -5108153.871680
  nChanged 208
		SP:Iteration 20F (156031.640000 sec): 3 clusters
  Score: Raw -5111739.276961 + Penalty 3453.946469 = -5108285.330492
  nChanged 140
		SP:Iteration 21Q (156032.050000 sec): 3 clusters
  Score: Raw -5111816.369846 + Penalty 3453.946469 = -5108362.423377
  nChanged 95
		SP:Iteration 22Q (156032.440000 sec): 3 clusters
  Score: Raw -5111876.216302 + Penalty 3453.946469 = -5108422.269834
  nChanged 68
		SP:Iteration 23Q (156032.810000 sec): 3 clusters
  Score: Raw -5111921.355976 + Penalty 3453.946469 = -5108467.409507
  nChanged 64
		SP:Iteration 24Q (156033.170000 sec): 3 clusters
  Score: Raw -5111962.844088 + Penalty 3453.946469 = -5108508.897619
  nChanged 49
		SP:Iteration 25Q (156033.530000 sec): 3 clusters
  Score: Raw -5111993.403823 + Penalty 3453.946469 = -5108539.457354
  nChanged 31
		SP:Iteration 26Q (156033.880000 sec): 3 clusters
  Score: Raw -5112015.736437 + Penalty 3453.946469 = -5108561.789969
  nChanged 30
		SP:Iteration 27Q (156034.240000 sec): 3 clusters
  Score: Raw -5112041.760740 + Penalty 3453.946469 = -5108587.814271
  nChanged 27
		SP:Iteration 28Q (156034.600000 sec): 3 clusters
  Score: Raw -5112061.879123 + Penalty 3453.946469 = -5108607.932654
  nChanged 21
		SP:Iteration 29Q (156034.960000 sec): 3 clusters
  Score: Raw -5112076.998532 + Penalty 3453.946469 = -5108623.052063
  nChanged 17
		SP:Iteration 30Q (156035.310000 sec): 3 clusters
  Score: Raw -5112091.892055 + Penalty 3453.946469 = -5108637.945587
  nChanged 11
		SP:Iteration 31Q (156035.670000 sec): 3 clusters
  Score: Raw -5112101.293188 + Penalty 3453.946469 = -5108647.346719
  nChanged 11
		SP:Iteration 32Q (156036.030000 sec): 3 clusters
  Score: Raw -5112109.271101 + Penalty 3453.946469 = -5108655.324633
  nChanged 6
		SP:Iteration 33Q (156036.390000 sec): 3 clusters
  Score: Raw -5112114.677938 + Penalty 3453.946469 = -5108660.731469
  nChanged 5
		SP:Iteration 34Q (156036.740000 sec): 3 clusters
  Score: Raw -5112117.998561 + Penalty 3453.946469 = -5108664.052093
  nChanged 3
		SP:Iteration 35Q (156037.100000 sec): 3 clusters
  Score: Raw -5112120.174769 + Penalty 3453.946469 = -5108666.228300
  nChanged 2
		SP:Iteration 36Q (156037.450000 sec): 3 clusters
  Score: Raw -5112121.357640 + Penalty 3453.946469 = -5108667.411171
  nChanged 1
		SP:Iteration 37Q (156037.810000 sec): 3 clusters
  Score: Raw -5112121.806092 + Penalty 3453.946469 = -5108667.859623
  nChanged 0
		SP:Iteration 38F (156038.250000 sec): 3 clusters
  Score: Raw -5112121.806092 + Penalty 3453.946469 = -5108667.859623
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156038.380000 sec): 2 clusters
  Score: Raw -1629022.632690 + Penalty 1545.964077 = -1627476.668613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156038.580000 sec): 3 clusters
  Score: Raw -1621198.955226 + Penalty 3091.928153 = -1618107.027072
  nChanged 6000
		SP:Iteration 1F (156038.790000 sec): 3 clusters
  Score: Raw -1624395.179351 + Penalty 3091.928153 = -1621303.251197
  nChanged 743
		SP:Iteration 2F (156038.970000 sec): 3 clusters
  Score: Raw -1624689.411996 + Penalty 3091.928153 = -1621597.483842
  nChanged 698
		SP:Iteration 3F (156039.180000 sec): 3 clusters
  Score: Raw -1624976.092354 + Penalty 3091.928153 = -1621884.164200
  nChanged 642
		SP:Iteration 4Q (156039.360000 sec): 3 clusters
  Score: Raw -1625288.104304 + Penalty 3091.928153 = -1622196.176151
  nChanged 708
		SP:Iteration 5F (156039.550000 sec): 3 clusters
  Score: Raw -1625664.876824 + Penalty 3091.928153 = -1622572.948671
  nChanged 733
		SP:Iteration 6F (156039.730000 sec): 3 clusters
  Score: Raw -1626096.235044 + Penalty 3091.928153 = -1623004.306890
  nChanged 720
		SP:Iteration 7F (156039.930000 sec): 3 clusters
  Score: Raw -1626554.955624 + Penalty 3091.928153 = -1623463.027470
  nChanged 697
		SP:Iteration 8F (156040.110000 sec): 3 clusters
  Score: Raw -1627060.669015 + Penalty 3091.928153 = -1623968.740862
  nChanged 673
		SP:Iteration 9Q (156040.320000 sec): 3 clusters
  Score: Raw -1627576.279474 + Penalty 3091.928153 = -1624484.351321
  nChanged 589
		SP:Iteration 10Q (156040.510000 sec): 3 clusters
  Score: Raw -1628040.348116 + Penalty 3091.928153 = -1624948.419963
  nChanged 466
		SP:Iteration 11Q (156040.690000 sec): 3 clusters
  Score: Raw -1628444.178090 + Penalty 3091.928153 = -1625352.249937
  nChanged 328
		SP:Iteration 12Q (156040.890000 sec): 3 clusters
  Score: Raw -1628703.231745 + Penalty 3091.928153 = -1625611.303592
  nChanged 234
		SP:Iteration 13Q (156041.060000 sec): 3 clusters
  Score: Raw -1628903.052439 + Penalty 3091.928153 = -1625811.124285
  nChanged 164
		SP:Iteration 14Q (156041.260000 sec): 3 clusters
  Score: Raw -1629033.983931 + Penalty 3091.928153 = -1625942.055777
  nChanged 107
		SP:Iteration 15Q (156041.440000 sec): 3 clusters
  Score: Raw -1629148.003267 + Penalty 3091.928153 = -1626056.075114
  nChanged 80
		SP:Iteration 16Q (156041.610000 sec): 3 clusters
  Score: Raw -1629229.085578 + Penalty 3091.928153 = -1626137.157424
  nChanged 61
		SP:Iteration 17Q (156041.800000 sec): 3 clusters
  Score: Raw -1629303.511171 + Penalty 3091.928153 = -1626211.583017
  nChanged 47
		SP:Iteration 18Q (156042.000000 sec): 3 clusters
  Score: Raw -1629360.742673 + Penalty 3091.928153 = -1626268.814519
  nChanged 41
		SP:Iteration 19Q (156042.180000 sec): 3 clusters
  Score: Raw -1629390.126364 + Penalty 3091.928153 = -1626298.198210
  nChanged 27
		SP:Iteration 20F (156042.360000 sec): 3 clusters
  Score: Raw -1629407.289296 + Penalty 3091.928153 = -1626315.361142
  nChanged 22
		SP:Iteration 21Q (156042.560000 sec): 3 clusters
  Score: Raw -1629420.645025 + Penalty 3091.928153 = -1626328.716872
  nChanged 12
		SP:Iteration 22Q (156042.760000 sec): 3 clusters
  Score: Raw -1629427.876979 + Penalty 3091.928153 = -1626335.948826
  nChanged 16
		SP:Iteration 23Q (156042.970000 sec): 3 clusters
  Score: Raw -1629437.399703 + Penalty 3091.928153 = -1626345.471550
  nChanged 11
		SP:Iteration 24Q (156043.150000 sec): 3 clusters
  Score: Raw -1629441.974965 + Penalty 3091.928153 = -1626350.046812
  nChanged 8
		SP:Iteration 25Q (156043.310000 sec): 3 clusters
  Score: Raw -1629445.709331 + Penalty 3091.928153 = -1626353.781177
  nChanged 3
		SP:Iteration 26Q (156043.520000 sec): 3 clusters
  Score: Raw -1629446.762467 + Penalty 3091.928153 = -1626354.834313
  nChanged 5
		SP:Iteration 27Q (156043.690000 sec): 3 clusters
  Score: Raw -1629448.746739 + Penalty 3091.928153 = -1626356.818586
  nChanged 0
		SP:Iteration 28F (156043.870000 sec): 3 clusters
  Score: Raw -1629448.746739 + Penalty 3091.928153 = -1626356.818586
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156044.160000 sec): 2 clusters
  Score: Raw -3644058.798295 + Penalty 1674.602442 = -3642384.195853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156044.480000 sec): 3 clusters
  Score: Raw -3625524.522703 + Penalty 3349.204885 = -3622175.317819
  nChanged 13862
		SP:Iteration 1F (156044.800000 sec): 3 clusters
  Score: Raw -3633623.352043 + Penalty 3349.204885 = -3630274.147158
  nChanged 1589
		SP:Iteration 2F (156045.130000 sec): 3 clusters
  Score: Raw -3634241.021616 + Penalty 3349.204885 = -3630891.816731
  nChanged 1609
		SP:Iteration 3F (156045.460000 sec): 3 clusters
  Score: Raw -3634920.917095 + Penalty 3349.204885 = -3631571.712210
  nChanged 1634
		SP:Iteration 4F (156045.800000 sec): 3 clusters
  Score: Raw -3635661.795840 + Penalty 3349.204885 = -3632312.590955
  nChanged 1706
		SP:Iteration 5F (156046.130000 sec): 3 clusters
  Score: Raw -3636527.145079 + Penalty 3349.204885 = -3633177.940194
  nChanged 1741
		SP:Iteration 6F (156046.470000 sec): 3 clusters
  Score: Raw -3637501.883490 + Penalty 3349.204885 = -3634152.678605
  nChanged 1676
		SP:Iteration 7F (156046.800000 sec): 3 clusters
  Score: Raw -3638544.217771 + Penalty 3349.204885 = -3635195.012886
  nChanged 1590
		SP:Iteration 8F (156047.140000 sec): 3 clusters
  Score: Raw -3639633.566708 + Penalty 3349.204885 = -3636284.361823
  nChanged 1483
		SP:Iteration 9Q (156047.480000 sec): 3 clusters
  Score: Raw -3640742.913770 + Penalty 3349.204885 = -3637393.708886
  nChanged 1294
		SP:Iteration 10Q (156047.810000 sec): 3 clusters
  Score: Raw -3641777.145467 + Penalty 3349.204885 = -3638427.940583
  nChanged 1023
		SP:Iteration 11Q (156048.140000 sec): 3 clusters
  Score: Raw -3642635.516565 + Penalty 3349.204885 = -3639286.311681
  nChanged 754
		SP:Iteration 12Q (156048.470000 sec): 3 clusters
  Score: Raw -3643276.246629 + Penalty 3349.204885 = -3639927.041744
  nChanged 480
		SP:Iteration 13Q (156048.790000 sec): 3 clusters
  Score: Raw -3643666.236629 + Penalty 3349.204885 = -3640317.031745
  nChanged 262
		SP:Iteration 14Q (156049.080000 sec): 3 clusters
  Score: Raw -3643885.588320 + Penalty 3349.204885 = -3640536.383435
  nChanged 173
		SP:Iteration 15Q (156049.400000 sec): 3 clusters
  Score: Raw -3644026.403655 + Penalty 3349.204885 = -3640677.198771
  nChanged 99
		SP:Iteration 16Q (156049.680000 sec): 3 clusters
  Score: Raw -3644099.150173 + Penalty 3349.204885 = -3640749.945289
  nChanged 67
		SP:Iteration 17Q (156049.980000 sec): 3 clusters
  Score: Raw -3644149.986605 + Penalty 3349.204885 = -3640800.781721
  nChanged 45
		SP:Iteration 18Q (156050.300000 sec): 3 clusters
  Score: Raw -3644188.682888 + Penalty 3349.204885 = -3640839.478003
  nChanged 37
		SP:Iteration 19Q (156050.630000 sec): 3 clusters
  Score: Raw -3644219.354488 + Penalty 3349.204885 = -3640870.149604
  nChanged 36
		SP:Iteration 20F (156050.980000 sec): 3 clusters
  Score: Raw -3644245.535061 + Penalty 3349.204885 = -3640896.330177
  nChanged 23
		SP:Iteration 21Q (156051.310000 sec): 3 clusters
  Score: Raw -3644267.862552 + Penalty 3349.204885 = -3640918.657667
  nChanged 21
		SP:Iteration 22Q (156051.630000 sec): 3 clusters
  Score: Raw -3644284.969100 + Penalty 3349.204885 = -3640935.764215
  nChanged 10
		SP:Iteration 23Q (156051.900000 sec): 3 clusters
  Score: Raw -3644289.852217 + Penalty 3349.204885 = -3640940.647332
  nChanged 7
		SP:Iteration 24Q (156052.200000 sec): 3 clusters
  Score: Raw -3644294.631793 + Penalty 3349.204885 = -3640945.426908
  nChanged 3
		SP:Iteration 25Q (156052.530000 sec): 3 clusters
  Score: Raw -3644296.838847 + Penalty 3349.204885 = -3640947.633962
  nChanged 0
		SP:Iteration 26F (156052.890000 sec): 3 clusters
  Score: Raw -3644296.838847 + Penalty 3349.204885 = -3640947.633962
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156052.950000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156052.950000 sec): 3 clusters
  Score: Raw -12809.232862 + Penalty 1598.993801 = -11210.239061
  nChanged 11
		SP:Iteration 1F (156052.950000 sec): 3 clusters
  Score: Raw -12846.671996 + Penalty 1598.993801 = -11247.678195
  nChanged 1
		SP:Iteration 2Q (156052.960000 sec): 3 clusters
  Score: Raw -12852.425908 + Penalty 1598.993801 = -11253.432107
  nChanged 0
		SP:Iteration 3F (156052.960000 sec): 3 clusters
  Score: Raw -12852.425908 + Penalty 1598.993801 = -11253.432107
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156053.070000 sec): 2 clusters
  Score: Raw -690470.730364 + Penalty 1404.678958 = -689066.051406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156053.220000 sec): 3 clusters
  Score: Raw -687541.035654 + Penalty 2809.357916 = -684731.677738
  nChanged 2344
		SP:Iteration 1F (156053.320000 sec): 3 clusters
  Score: Raw -688870.522670 + Penalty 2809.357916 = -686061.164754
  nChanged 455
		SP:Iteration 2F (156053.420000 sec): 3 clusters
  Score: Raw -689166.814037 + Penalty 2809.357916 = -686357.456121
  nChanged 351
		SP:Iteration 3F (156053.510000 sec): 3 clusters
  Score: Raw -689406.288228 + Penalty 2809.357916 = -686596.930312
  nChanged 373
		SP:Iteration 4F (156053.610000 sec): 3 clusters
  Score: Raw -689675.574414 + Penalty 2809.357916 = -686866.216498
  nChanged 366
		SP:Iteration 5F (156053.710000 sec): 3 clusters
  Score: Raw -689925.722611 + Penalty 2809.357916 = -687116.364695
  nChanged 301
		SP:Iteration 6F (156053.810000 sec): 3 clusters
  Score: Raw -690137.498019 + Penalty 2809.357916 = -687328.140103
  nChanged 243
		SP:Iteration 7Q (156053.910000 sec): 3 clusters
  Score: Raw -690285.662249 + Penalty 2809.357916 = -687476.304333
  nChanged 189
		SP:Iteration 8Q (156054.000000 sec): 3 clusters
  Score: Raw -690407.595881 + Penalty 2809.357916 = -687598.237965
  nChanged 168
		SP:Iteration 9Q (156054.100000 sec): 3 clusters
  Score: Raw -690503.356525 + Penalty 2809.357916 = -687693.998609
  nChanged 115
		SP:Iteration 10Q (156054.200000 sec): 3 clusters
  Score: Raw -690560.563275 + Penalty 2809.357916 = -687751.205359
  nChanged 83
		SP:Iteration 11Q (156054.290000 sec): 3 clusters
  Score: Raw -690597.942334 + Penalty 2809.357916 = -687788.584418
  nChanged 64
		SP:Iteration 12Q (156054.390000 sec): 3 clusters
  Score: Raw -690624.895508 + Penalty 2809.357916 = -687815.537592
  nChanged 49
		SP:Iteration 13Q (156054.490000 sec): 3 clusters
  Score: Raw -690641.783861 + Penalty 2809.357916 = -687832.425945
  nChanged 35
		SP:Iteration 14Q (156054.590000 sec): 3 clusters
  Score: Raw -690659.190401 + Penalty 2809.357916 = -687849.832485
  nChanged 43
		SP:Iteration 15Q (156054.690000 sec): 3 clusters
  Score: Raw -690678.891586 + Penalty 2809.357916 = -687869.533670
  nChanged 43
		SP:Iteration 16Q (156054.780000 sec): 3 clusters
  Score: Raw -690697.890020 + Penalty 2809.357916 = -687888.532104
  nChanged 31
		SP:Iteration 17Q (156054.880000 sec): 3 clusters
  Score: Raw -690715.259805 + Penalty 2809.357916 = -687905.901889
  nChanged 32
		SP:Iteration 18Q (156054.980000 sec): 3 clusters
  Score: Raw -690739.422229 + Penalty 2809.357916 = -687930.064313
  nChanged 36
		SP:Iteration 19Q (156055.070000 sec): 3 clusters
  Score: Raw -690761.462309 + Penalty 2809.357916 = -687952.104393
  nChanged 41
		SP:Iteration 20F (156055.170000 sec): 3 clusters
  Score: Raw -690791.793680 + Penalty 2809.357916 = -687982.435764
  nChanged 46
		SP:Iteration 21Q (156055.270000 sec): 3 clusters
  Score: Raw -690819.828193 + Penalty 2809.357916 = -688010.470277
  nChanged 46
		SP:Iteration 22Q (156055.370000 sec): 3 clusters
  Score: Raw -690841.974154 + Penalty 2809.357916 = -688032.616238
  nChanged 37
		SP:Iteration 23Q (156055.460000 sec): 3 clusters
  Score: Raw -690862.638788 + Penalty 2809.357916 = -688053.280872
  nChanged 30
		SP:Iteration 24Q (156055.550000 sec): 3 clusters
  Score: Raw -690880.495974 + Penalty 2809.357916 = -688071.138058
  nChanged 25
		SP:Iteration 25Q (156055.650000 sec): 3 clusters
  Score: Raw -690892.313567 + Penalty 2809.357916 = -688082.955651
  nChanged 18
		SP:Iteration 26Q (156055.740000 sec): 3 clusters
  Score: Raw -690900.914303 + Penalty 2809.357916 = -688091.556387
  nChanged 15
		SP:Iteration 27Q (156055.830000 sec): 3 clusters
  Score: Raw -690906.028015 + Penalty 2809.357916 = -688096.670099
  nChanged 8
		SP:Iteration 28Q (156055.930000 sec): 3 clusters
  Score: Raw -690909.395144 + Penalty 2809.357916 = -688100.037228
  nChanged 14
		SP:Iteration 29Q (156056.020000 sec): 3 clusters
  Score: Raw -690915.192460 + Penalty 2809.357916 = -688105.834544
  nChanged 8
		SP:Iteration 30Q (156056.110000 sec): 3 clusters
  Score: Raw -690917.747955 + Penalty 2809.357916 = -688108.390039
  nChanged 5
		SP:Iteration 31Q (156056.210000 sec): 3 clusters
  Score: Raw -690920.392449 + Penalty 2809.357916 = -688111.034533
  nChanged 3
		SP:Iteration 32Q (156056.300000 sec): 3 clusters
  Score: Raw -690920.859507 + Penalty 2809.357916 = -688111.501591
  nChanged 1
		SP:Iteration 33Q (156056.390000 sec): 3 clusters
  Score: Raw -690921.219944 + Penalty 2809.357916 = -688111.862028
  nChanged 2
		SP:Iteration 34Q (156056.480000 sec): 3 clusters
  Score: Raw -690922.127698 + Penalty 2809.357916 = -688112.769782
  nChanged 3
		SP:Iteration 35Q (156056.580000 sec): 3 clusters
  Score: Raw -690922.571976 + Penalty 2809.357916 = -688113.214060
  nChanged 0
		SP:Iteration 36F (156056.670000 sec): 3 clusters
  Score: Raw -690922.571976 + Penalty 2809.357916 = -688113.214060
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156056.760000 sec): 2 clusters
  Score: Raw -621824.511490 + Penalty 1399.974376 = -620424.537113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156056.890000 sec): 3 clusters
  Score: Raw -618962.301642 + Penalty 2799.948753 = -616162.352889
  nChanged 2230
		SP:Iteration 1F (156056.980000 sec): 3 clusters
  Score: Raw -620238.192848 + Penalty 2799.948753 = -617438.244095
  nChanged 394
		SP:Iteration 2F (156057.070000 sec): 3 clusters
  Score: Raw -620512.306721 + Penalty 2799.948753 = -617712.357968
  nChanged 351
		SP:Iteration 3F (156057.170000 sec): 3 clusters
  Score: Raw -620802.304518 + Penalty 2799.948753 = -618002.355766
  nChanged 347
		SP:Iteration 4F (156057.270000 sec): 3 clusters
  Score: Raw -621070.585950 + Penalty 2799.948753 = -618270.637197
  nChanged 334
		SP:Iteration 5F (156057.360000 sec): 3 clusters
  Score: Raw -621308.190029 + Penalty 2799.948753 = -618508.241276
  nChanged 330
		SP:Iteration 6F (156057.460000 sec): 3 clusters
  Score: Raw -621537.628480 + Penalty 2799.948753 = -618737.679727
  nChanged 281
		SP:Iteration 7F (156057.550000 sec): 3 clusters
  Score: Raw -621719.584285 + Penalty 2799.948753 = -618919.635533
  nChanged 238
		SP:Iteration 8Q (156057.650000 sec): 3 clusters
  Score: Raw -621880.654697 + Penalty 2799.948753 = -619080.705944
  nChanged 229
		SP:Iteration 9Q (156057.740000 sec): 3 clusters
  Score: Raw -622027.472124 + Penalty 2799.948753 = -619227.523371
  nChanged 184
		SP:Iteration 10Q (156057.830000 sec): 3 clusters
  Score: Raw -622146.035462 + Penalty 2799.948753 = -619346.086710
  nChanged 154
		SP:Iteration 11Q (156057.930000 sec): 3 clusters
  Score: Raw -622250.420432 + Penalty 2799.948753 = -619450.471680
  nChanged 120
		SP:Iteration 12Q (156058.020000 sec): 3 clusters
  Score: Raw -622318.087704 + Penalty 2799.948753 = -619518.138951
  nChanged 80
		SP:Iteration 13Q (156058.120000 sec): 3 clusters
  Score: Raw -622363.146931 + Penalty 2799.948753 = -619563.198178
  nChanged 71
		SP:Iteration 14Q (156058.210000 sec): 3 clusters
  Score: Raw -622399.132281 + Penalty 2799.948753 = -619599.183528
  nChanged 52
		SP:Iteration 15Q (156058.310000 sec): 3 clusters
  Score: Raw -622424.271212 + Penalty 2799.948753 = -619624.322459
  nChanged 43
		SP:Iteration 16Q (156058.400000 sec): 3 clusters
  Score: Raw -622443.619525 + Penalty 2799.948753 = -619643.670772
  nChanged 34
		SP:Iteration 17Q (156058.490000 sec): 3 clusters
  Score: Raw -622461.367229 + Penalty 2799.948753 = -619661.418476
  nChanged 35
		SP:Iteration 18Q (156058.590000 sec): 3 clusters
  Score: Raw -622478.590984 + Penalty 2799.948753 = -619678.642231
  nChanged 23
		SP:Iteration 19Q (156058.680000 sec): 3 clusters
  Score: Raw -622489.799051 + Penalty 2799.948753 = -619689.850299
  nChanged 20
		SP:Iteration 20F (156058.770000 sec): 3 clusters
  Score: Raw -622498.715478 + Penalty 2799.948753 = -619698.766725
  nChanged 20
		SP:Iteration 21Q (156058.870000 sec): 3 clusters
  Score: Raw -622504.892455 + Penalty 2799.948753 = -619704.943702
  nChanged 9
		SP:Iteration 22Q (156058.960000 sec): 3 clusters
  Score: Raw -622509.584458 + Penalty 2799.948753 = -619709.635705
  nChanged 9
		SP:Iteration 23Q (156059.050000 sec): 3 clusters
  Score: Raw -622512.438407 + Penalty 2799.948753 = -619712.489655
  nChanged 9
		SP:Iteration 24Q (156059.150000 sec): 3 clusters
  Score: Raw -622514.760048 + Penalty 2799.948753 = -619714.811295
  nChanged 8
		SP:Iteration 25Q (156059.240000 sec): 3 clusters
  Score: Raw -622518.156966 + Penalty 2799.948753 = -619718.208213
  nChanged 5
		SP:Iteration 26Q (156059.330000 sec): 3 clusters
  Score: Raw -622520.877004 + Penalty 2799.948753 = -619720.928251
  nChanged 4
		SP:Iteration 27Q (156059.430000 sec): 3 clusters
  Score: Raw -622522.466099 + Penalty 2799.948753 = -619722.517346
  nChanged 6
		SP:Iteration 28Q (156059.520000 sec): 3 clusters
  Score: Raw -622524.789300 + Penalty 2799.948753 = -619724.840548
  nChanged 10
		SP:Iteration 29Q (156059.610000 sec): 3 clusters
  Score: Raw -622528.055650 + Penalty 2799.948753 = -619728.106897
  nChanged 6
		SP:Iteration 30Q (156059.710000 sec): 3 clusters
  Score: Raw -622530.883049 + Penalty 2799.948753 = -619730.934296
  nChanged 5
		SP:Iteration 31Q (156059.800000 sec): 3 clusters
  Score: Raw -622532.696018 + Penalty 2799.948753 = -619732.747266
  nChanged 8
		SP:Iteration 32Q (156059.890000 sec): 3 clusters
  Score: Raw -622536.114735 + Penalty 2799.948753 = -619736.165982
  nChanged 4
		SP:Iteration 33Q (156059.990000 sec): 3 clusters
  Score: Raw -622537.974840 + Penalty 2799.948753 = -619738.026087
  nChanged 5
		SP:Iteration 34Q (156060.080000 sec): 3 clusters
  Score: Raw -622540.641269 + Penalty 2799.948753 = -619740.692517
  nChanged 5
		SP:Iteration 35Q (156060.170000 sec): 3 clusters
  Score: Raw -622541.780740 + Penalty 2799.948753 = -619741.831988
  nChanged 4
		SP:Iteration 36Q (156060.270000 sec): 3 clusters
  Score: Raw -622544.892334 + Penalty 2799.948753 = -619744.943581
  nChanged 9
		SP:Iteration 37Q (156060.360000 sec): 3 clusters
  Score: Raw -622551.094468 + Penalty 2799.948753 = -619751.145715
  nChanged 8
		SP:Iteration 38Q (156060.450000 sec): 3 clusters
  Score: Raw -622557.195760 + Penalty 2799.948753 = -619757.247008
  nChanged 5
		SP:Iteration 39Q (156060.550000 sec): 3 clusters
  Score: Raw -622560.606166 + Penalty 2799.948753 = -619760.657414
  nChanged 8
		SP:Iteration 40F (156060.640000 sec): 3 clusters
  Score: Raw -622563.747747 + Penalty 2799.948753 = -619763.798994
  nChanged 7
		SP:Iteration 41Q (156060.730000 sec): 3 clusters
  Score: Raw -622566.359023 + Penalty 2799.948753 = -619766.410270
  nChanged 5
		SP:Iteration 42Q (156060.830000 sec): 3 clusters
  Score: Raw -622569.003133 + Penalty 2799.948753 = -619769.054380
  nChanged 6
		SP:Iteration 43Q (156060.920000 sec): 3 clusters
  Score: Raw -622572.393110 + Penalty 2799.948753 = -619772.444357
  nChanged 2
		SP:Iteration 44Q (156061.010000 sec): 3 clusters
  Score: Raw -622572.957616 + Penalty 2799.948753 = -619773.008863
  nChanged 3
		SP:Iteration 45Q (156061.110000 sec): 3 clusters
  Score: Raw -622573.913033 + Penalty 2799.948753 = -619773.964280
  nChanged 3
		SP:Iteration 46Q (156061.200000 sec): 3 clusters
  Score: Raw -622574.849439 + Penalty 2799.948753 = -619774.900686
  nChanged 3
		SP:Iteration 47Q (156061.290000 sec): 3 clusters
  Score: Raw -622576.574666 + Penalty 2799.948753 = -619776.625913
  nChanged 5
		SP:Iteration 48Q (156061.380000 sec): 3 clusters
  Score: Raw -622579.170626 + Penalty 2799.948753 = -619779.221873
  nChanged 7
		SP:Iteration 49Q (156061.470000 sec): 3 clusters
  Score: Raw -622581.873586 + Penalty 2799.948753 = -619781.924833
  nChanged 10
		SP:Iteration 50Q (156061.570000 sec): 3 clusters
  Score: Raw -622586.086460 + Penalty 2799.948753 = -619786.137707
  nChanged 12
		SP:Iteration 51Q (156061.660000 sec): 3 clusters
  Score: Raw -622591.439032 + Penalty 2799.948753 = -619791.490280
  nChanged 8
		SP:Iteration 52Q (156061.750000 sec): 3 clusters
  Score: Raw -622594.061902 + Penalty 2799.948753 = -619794.113149
  nChanged 7
		SP:Iteration 53Q (156061.840000 sec): 3 clusters
  Score: Raw -622595.743946 + Penalty 2799.948753 = -619795.795193
  nChanged 4
		SP:Iteration 54Q (156061.940000 sec): 3 clusters
  Score: Raw -622597.700747 + Penalty 2799.948753 = -619797.751994
  nChanged 3
		SP:Iteration 55Q (156062.030000 sec): 3 clusters
  Score: Raw -622598.952182 + Penalty 2799.948753 = -619799.003429
  nChanged 1
		SP:Iteration 56Q (156062.120000 sec): 3 clusters
  Score: Raw -622599.778310 + Penalty 2799.948753 = -619799.829557
  nChanged 3
		SP:Iteration 57Q (156062.210000 sec): 3 clusters
  Score: Raw -622601.734290 + Penalty 2799.948753 = -619801.785537
  nChanged 3
		SP:Iteration 58Q (156062.300000 sec): 3 clusters
  Score: Raw -622603.282354 + Penalty 2799.948753 = -619803.333601
  nChanged 2
		SP:Iteration 59Q (156062.390000 sec): 3 clusters
  Score: Raw -622604.242195 + Penalty 2799.948753 = -619804.293442
  nChanged 2
		SP:Iteration 60F (156062.490000 sec): 3 clusters
  Score: Raw -622606.693061 + Penalty 2799.948753 = -619806.744309
  nChanged 1
		SP:Iteration 61Q (156062.580000 sec): 3 clusters
  Score: Raw -622607.319980 + Penalty 2799.948753 = -619807.371227
  nChanged 1
		SP:Iteration 62Q (156062.670000 sec): 3 clusters
  Score: Raw -622607.808187 + Penalty 2799.948753 = -619807.859434
  nChanged 0
		SP:Iteration 63F (156062.770000 sec): 3 clusters
  Score: Raw -622607.808187 + Penalty 2799.948753 = -619807.859434
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156062.830000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156062.850000 sec): 3 clusters
  Score: Raw -85087.896300 + Penalty 2186.025856 = -82901.870444
  nChanged 249
		SP:Iteration 1F (156062.870000 sec): 3 clusters
  Score: Raw -85397.935265 + Penalty 2186.025856 = -83211.909409
  nChanged 89
		SP:Iteration 2F (156062.880000 sec): 3 clusters
  Score: Raw -85521.463556 + Penalty 2186.025856 = -83335.437700
  nChanged 38
		SP:Iteration 3Q (156062.900000 sec): 3 clusters
  Score: Raw -85580.499425 + Penalty 2186.025856 = -83394.473569
  nChanged 40
		SP:Iteration 4Q (156062.910000 sec): 3 clusters
  Score: Raw -85642.387384 + Penalty 2186.025856 = -83456.361528
  nChanged 25
		SP:Iteration 5Q (156062.930000 sec): 3 clusters
  Score: Raw -85699.903392 + Penalty 2186.025856 = -83513.877536
  nChanged 22
		SP:Iteration 6Q (156062.950000 sec): 3 clusters
  Score: Raw -85740.400788 + Penalty 2186.025856 = -83554.374932
  nChanged 21
		SP:Iteration 7Q (156062.960000 sec): 3 clusters
  Score: Raw -85773.097229 + Penalty 2186.025856 = -83587.071374
  nChanged 19
		SP:Iteration 8Q (156062.980000 sec): 3 clusters
  Score: Raw -85809.514047 + Penalty 2186.025856 = -83623.488191
  nChanged 17
		SP:Iteration 9Q (156063.000000 sec): 3 clusters
  Score: Raw -85844.936795 + Penalty 2186.025856 = -83658.910940
  nChanged 12
		SP:Iteration 10Q (156063.010000 sec): 3 clusters
  Score: Raw -85873.348293 + Penalty 2186.025856 = -83687.322437
  nChanged 11
		SP:Iteration 11Q (156063.030000 sec): 3 clusters
  Score: Raw -85893.714864 + Penalty 2186.025856 = -83707.689008
  nChanged 7
		SP:Iteration 12Q (156063.050000 sec): 3 clusters
  Score: Raw -85907.148951 + Penalty 2186.025856 = -83721.123095
  nChanged 3
		SP:Iteration 13Q (156063.060000 sec): 3 clusters
  Score: Raw -85911.417464 + Penalty 2186.025856 = -83725.391608
  nChanged 1
		SP:Iteration 14Q (156063.080000 sec): 3 clusters
  Score: Raw -85913.145640 + Penalty 2186.025856 = -83727.119784
  nChanged 0
		SP:Iteration 15F (156063.090000 sec): 3 clusters
  Score: Raw -85913.145640 + Penalty 2186.025856 = -83727.119784
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156063.150000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156063.160000 sec): 3 clusters
  Score: Raw -60675.811723 + Penalty 2024.266076 = -58651.545647
  nChanged 102
		SP:Iteration 1F (156063.170000 sec): 3 clusters
  Score: Raw -60805.389954 + Penalty 2024.266076 = -58781.123877
  nChanged 33
		SP:Iteration 2F (156063.180000 sec): 3 clusters
  Score: Raw -60861.578508 + Penalty 2024.266076 = -58837.312431
  nChanged 20
		SP:Iteration 3Q (156063.190000 sec): 3 clusters
  Score: Raw -60894.662674 + Penalty 2024.266076 = -58870.396597
  nChanged 8
		SP:Iteration 4Q (156063.210000 sec): 3 clusters
  Score: Raw -60908.446697 + Penalty 2024.266076 = -58884.180621
  nChanged 5
		SP:Iteration 5Q (156063.210000 sec): 3 clusters
  Score: Raw -60914.682403 + Penalty 2024.266076 = -58890.416327
  nChanged 5
		SP:Iteration 6Q (156063.230000 sec): 3 clusters
  Score: Raw -60920.293207 + Penalty 2024.266076 = -58896.027131
  nChanged 6
		SP:Iteration 7Q (156063.230000 sec): 3 clusters
  Score: Raw -60926.525558 + Penalty 2024.266076 = -58902.259481
  nChanged 2
		SP:Iteration 8Q (156063.250000 sec): 3 clusters
  Score: Raw -60928.902237 + Penalty 2024.266076 = -58904.636160
  nChanged 0
		SP:Iteration 9F (156063.260000 sec): 3 clusters
  Score: Raw -60928.902237 + Penalty 2024.266076 = -58904.636160
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (15520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156063.430000 sec): 2 clusters
  Score: Raw -1770383.631011 + Penalty 1568.106279 = -1768815.524732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156063.650000 sec): 3 clusters
  Score: Raw -1761226.479445 + Penalty 3136.212558 = -1758090.266887
  nChanged 6977
		SP:Iteration 1F (156063.830000 sec): 3 clusters
  Score: Raw -1765275.074581 + Penalty 3136.212558 = -1762138.862023
  nChanged 1052
		SP:Iteration 2F (156064.020000 sec): 3 clusters
  Score: Raw -1765913.073024 + Penalty 3136.212558 = -1762776.860466
  nChanged 1010
		SP:Iteration 3F (156064.210000 sec): 3 clusters
  Score: Raw -1766543.981597 + Penalty 3136.212558 = -1763407.769039
  nChanged 974
		SP:Iteration 4F (156064.400000 sec): 3 clusters
  Score: Raw -1767087.988351 + Penalty 3136.212558 = -1763951.775793
  nChanged 833
		SP:Iteration 5F (156064.600000 sec): 3 clusters
  Score: Raw -1767507.373542 + Penalty 3136.212558 = -1764371.160984
  nChanged 721
		SP:Iteration 6Q (156064.790000 sec): 3 clusters
  Score: Raw -1767841.378430 + Penalty 3136.212558 = -1764705.165872
  nChanged 595
		SP:Iteration 7Q (156064.980000 sec): 3 clusters
  Score: Raw -1768114.732468 + Penalty 3136.212558 = -1764978.519910
  nChanged 536
		SP:Iteration 8Q (156065.160000 sec): 3 clusters
  Score: Raw -1768334.716347 + Penalty 3136.212558 = -1765198.503789
  nChanged 443
		SP:Iteration 9Q (156065.350000 sec): 3 clusters
  Score: Raw -1768505.925174 + Penalty 3136.212558 = -1765369.712616
  nChanged 367
		SP:Iteration 10Q (156065.550000 sec): 3 clusters
  Score: Raw -1768630.718251 + Penalty 3136.212558 = -1765494.505693
  nChanged 346
		SP:Iteration 11Q (156065.740000 sec): 3 clusters
  Score: Raw -1768741.233095 + Penalty 3136.212558 = -1765605.020537
  nChanged 303
		SP:Iteration 12Q (156065.920000 sec): 3 clusters
  Score: Raw -1768841.069185 + Penalty 3136.212558 = -1765704.856627
  nChanged 256
		SP:Iteration 13Q (156066.110000 sec): 3 clusters
  Score: Raw -1768917.188368 + Penalty 3136.212558 = -1765780.975810
  nChanged 237
		SP:Iteration 14Q (156066.320000 sec): 3 clusters
  Score: Raw -1768980.049068 + Penalty 3136.212558 = -1765843.836510
  nChanged 198
		SP:Iteration 15Q (156066.500000 sec): 3 clusters
  Score: Raw -1769038.959250 + Penalty 3136.212558 = -1765902.746692
  nChanged 181
		SP:Iteration 16Q (156066.680000 sec): 3 clusters
  Score: Raw -1769079.656481 + Penalty 3136.212558 = -1765943.443923
  nChanged 178
		SP:Iteration 17Q (156066.870000 sec): 3 clusters
  Score: Raw -1769123.376190 + Penalty 3136.212558 = -1765987.163632
  nChanged 167
		SP:Iteration 18Q (156067.070000 sec): 3 clusters
  Score: Raw -1769160.539243 + Penalty 3136.212558 = -1766024.326685
  nChanged 149
		SP:Iteration 19Q (156067.260000 sec): 3 clusters
  Score: Raw -1769199.628633 + Penalty 3136.212558 = -1766063.416076
  nChanged 158
		SP:Iteration 20F (156067.440000 sec): 3 clusters
  Score: Raw -1769241.622543 + Penalty 3136.212558 = -1766105.409985
  nChanged 141
		SP:Iteration 21Q (156067.650000 sec): 3 clusters
  Score: Raw -1769279.595454 + Penalty 3136.212558 = -1766143.382896
  nChanged 147
		SP:Iteration 22Q (156067.830000 sec): 3 clusters
  Score: Raw -1769326.595376 + Penalty 3136.212558 = -1766190.382818
  nChanged 169
		SP:Iteration 23Q (156068.020000 sec): 3 clusters
  Score: Raw -1769379.088926 + Penalty 3136.212558 = -1766242.876368
  nChanged 183
		SP:Iteration 24Q (156068.200000 sec): 3 clusters
  Score: Raw -1769432.882675 + Penalty 3136.212558 = -1766296.670117
  nChanged 210
		SP:Iteration 25Q (156068.400000 sec): 3 clusters
  Score: Raw -1769514.134858 + Penalty 3136.212558 = -1766377.922300
  nChanged 225
		SP:Iteration 26Q (156068.590000 sec): 3 clusters
  Score: Raw -1769613.300832 + Penalty 3136.212558 = -1766477.088274
  nChanged 261
		SP:Iteration 27Q (156068.770000 sec): 3 clusters
  Score: Raw -1769734.634910 + Penalty 3136.212558 = -1766598.422352
  nChanged 284
		SP:Iteration 28Q (156068.950000 sec): 3 clusters
  Score: Raw -1769875.027622 + Penalty 3136.212558 = -1766738.815064
  nChanged 287
		SP:Iteration 29Q (156069.160000 sec): 3 clusters
  Score: Raw -1770026.485937 + Penalty 3136.212558 = -1766890.273379
  nChanged 311
		SP:Iteration 30Q (156069.340000 sec): 3 clusters
  Score: Raw -1770186.791414 + Penalty 3136.212558 = -1767050.578856
  nChanged 302
		SP:Iteration 31Q (156069.520000 sec): 3 clusters
  Score: Raw -1770348.843496 + Penalty 3136.212558 = -1767212.630938
  nChanged 290
		SP:Iteration 32Q (156069.700000 sec): 3 clusters
  Score: Raw -1770526.812464 + Penalty 3136.212558 = -1767390.599906
  nChanged 292
		SP:Iteration 33Q (156069.910000 sec): 3 clusters
  Score: Raw -1770732.065472 + Penalty 3136.212558 = -1767595.852914
  nChanged 277
		SP:Iteration 34Q (156070.090000 sec): 3 clusters
  Score: Raw -1770925.047885 + Penalty 3136.212558 = -1767788.835327
  nChanged 265
		SP:Iteration 35Q (156070.260000 sec): 3 clusters
  Score: Raw -1771095.521822 + Penalty 3136.212558 = -1767959.309264
  nChanged 246
		SP:Iteration 36Q (156070.470000 sec): 3 clusters
  Score: Raw -1771239.986064 + Penalty 3136.212558 = -1768103.773506
  nChanged 205
		SP:Iteration 37Q (156070.640000 sec): 3 clusters
  Score: Raw -1771339.141294 + Penalty 3136.212558 = -1768202.928736
  nChanged 156
		SP:Iteration 38Q (156070.840000 sec): 3 clusters
  Score: Raw -1771400.005605 + Penalty 3136.212558 = -1768263.793047
  nChanged 122
		SP:Iteration 39Q (156071.010000 sec): 3 clusters
  Score: Raw -1771440.132135 + Penalty 3136.212558 = -1768303.919577
  nChanged 91
		SP:Iteration 40F (156071.230000 sec): 3 clusters
  Score: Raw -1771469.589710 + Penalty 3136.212558 = -1768333.377152
  nChanged 81
		SP:Iteration 41Q (156071.410000 sec): 3 clusters
  Score: Raw -1771487.749380 + Penalty 3136.212558 = -1768351.536822
  nChanged 66
		SP:Iteration 42Q (156071.580000 sec): 3 clusters
  Score: Raw -1771499.148756 + Penalty 3136.212558 = -1768362.936199
  nChanged 51
		SP:Iteration 43Q (156071.780000 sec): 3 clusters
  Score: Raw -1771509.010861 + Penalty 3136.212558 = -1768372.798303
  nChanged 59
		SP:Iteration 44Q (156071.960000 sec): 3 clusters
  Score: Raw -1771519.670355 + Penalty 3136.212558 = -1768383.457797
  nChanged 43
		SP:Iteration 45Q (156072.160000 sec): 3 clusters
  Score: Raw -1771526.351898 + Penalty 3136.212558 = -1768390.139340
  nChanged 41
		SP:Iteration 46Q (156072.340000 sec): 3 clusters
  Score: Raw -1771533.145159 + Penalty 3136.212558 = -1768396.932601
  nChanged 38
		SP:Iteration 47Q (156072.540000 sec): 3 clusters
  Score: Raw -1771538.451272 + Penalty 3136.212558 = -1768402.238714
  nChanged 28
		SP:Iteration 48Q (156072.720000 sec): 3 clusters
  Score: Raw -1771542.983658 + Penalty 3136.212558 = -1768406.771100
  nChanged 26
		SP:Iteration 49Q (156072.920000 sec): 3 clusters
  Score: Raw -1771547.524131 + Penalty 3136.212558 = -1768411.311573
  nChanged 26
		SP:Iteration 50Q (156073.100000 sec): 3 clusters
  Score: Raw -1771551.962308 + Penalty 3136.212558 = -1768415.749750
  nChanged 33
		SP:Iteration 51Q (156073.300000 sec): 3 clusters
  Score: Raw -1771556.781254 + Penalty 3136.212558 = -1768420.568696
  nChanged 22
		SP:Iteration 52Q (156073.480000 sec): 3 clusters
  Score: Raw -1771559.060969 + Penalty 3136.212558 = -1768422.848411
  nChanged 8
		SP:Iteration 53Q (156073.650000 sec): 3 clusters
  Score: Raw -1771559.787567 + Penalty 3136.212558 = -1768423.575009
  nChanged 7
		SP:Iteration 54Q (156073.850000 sec): 3 clusters
  Score: Raw -1771560.427829 + Penalty 3136.212558 = -1768424.215271
  nChanged 8
		SP:Iteration 55Q (156074.030000 sec): 3 clusters
  Score: Raw -1771561.185535 + Penalty 3136.212558 = -1768424.972977
  nChanged 10
		SP:Iteration 56Q (156074.230000 sec): 3 clusters
  Score: Raw -1771562.145070 + Penalty 3136.212558 = -1768425.932512
  nChanged 14
		SP:Iteration 57Q (156074.400000 sec): 3 clusters
  Score: Raw -1771564.025923 + Penalty 3136.212558 = -1768427.813365
  nChanged 11
		SP:Iteration 58Q (156074.610000 sec): 3 clusters
  Score: Raw -1771565.001868 + Penalty 3136.212558 = -1768428.789310
  nChanged 5
		SP:Iteration 59Q (156074.780000 sec): 3 clusters
  Score: Raw -1771565.363169 + Penalty 3136.212558 = -1768429.150611
  nChanged 5
		SP:Iteration 60F (156074.990000 sec): 3 clusters
  Score: Raw -1771565.711973 + Penalty 3136.212558 = -1768429.499415
  nChanged 9
		SP:Iteration 61Q (156075.160000 sec): 3 clusters
  Score: Raw -1771566.681543 + Penalty 3136.212558 = -1768430.468985
  nChanged 8
		SP:Iteration 62Q (156075.340000 sec): 3 clusters
  Score: Raw -1771567.321689 + Penalty 3136.212558 = -1768431.109131
  nChanged 6
		SP:Iteration 63Q (156075.540000 sec): 3 clusters
  Score: Raw -1771567.745598 + Penalty 3136.212558 = -1768431.533040
  nChanged 3
		SP:Iteration 64Q (156075.710000 sec): 3 clusters
  Score: Raw -1771567.942209 + Penalty 3136.212558 = -1768431.729651
  nChanged 0
		SP:Iteration 65F (156075.920000 sec): 3 clusters
  Score: Raw -1771567.942209 + Penalty 3136.212558 = -1768431.729651
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156076.040000 sec): 2 clusters
  Score: Raw -1140434.317382 + Penalty 1486.746523 = -1138947.570859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156076.200000 sec): 3 clusters
  Score: Raw -1135159.318748 + Penalty 2973.493046 = -1132185.825702
  nChanged 4034
		SP:Iteration 1F (156076.320000 sec): 3 clusters
  Score: Raw -1137309.108489 + Penalty 2973.493046 = -1134335.615443
  nChanged 554
		SP:Iteration 2F (156076.460000 sec): 3 clusters
  Score: Raw -1137583.970147 + Penalty 2973.493046 = -1134610.477101
  nChanged 544
		SP:Iteration 3F (156076.600000 sec): 3 clusters
  Score: Raw -1137890.208296 + Penalty 2973.493046 = -1134916.715250
  nChanged 546
		SP:Iteration 4F (156076.740000 sec): 3 clusters
  Score: Raw -1138259.201827 + Penalty 2973.493046 = -1135285.708781
  nChanged 574
		SP:Iteration 5F (156076.870000 sec): 3 clusters
  Score: Raw -1138691.930025 + Penalty 2973.493046 = -1135718.436979
  nChanged 570
		SP:Iteration 6F (156077.010000 sec): 3 clusters
  Score: Raw -1139179.649420 + Penalty 2973.493046 = -1136206.156374
  nChanged 551
		SP:Iteration 7F (156077.180000 sec): 3 clusters
  Score: Raw -1139690.096865 + Penalty 2973.493046 = -1136716.603819
  nChanged 429
		SP:Iteration 8Q (156077.350000 sec): 3 clusters
  Score: Raw -1140090.272073 + Penalty 2973.493046 = -1137116.779027
  nChanged 323
		SP:Iteration 9Q (156077.490000 sec): 3 clusters
  Score: Raw -1140382.709267 + Penalty 2973.493046 = -1137409.216221
  nChanged 252
		SP:Iteration 10Q (156077.610000 sec): 3 clusters
  Score: Raw -1140585.553585 + Penalty 2973.493046 = -1137612.060539
  nChanged 176
		SP:Iteration 11Q (156077.730000 sec): 3 clusters
  Score: Raw -1140733.305043 + Penalty 2973.493046 = -1137759.811997
  nChanged 127
		SP:Iteration 12Q (156077.890000 sec): 3 clusters
  Score: Raw -1140838.739364 + Penalty 2973.493046 = -1137865.246318
  nChanged 91
		SP:Iteration 13Q (156078.040000 sec): 3 clusters
  Score: Raw -1140887.750335 + Penalty 2973.493046 = -1137914.257289
  nChanged 65
		SP:Iteration 14Q (156078.190000 sec): 3 clusters
  Score: Raw -1140919.379024 + Penalty 2973.493046 = -1137945.885978
  nChanged 51
		SP:Iteration 15Q (156078.310000 sec): 3 clusters
  Score: Raw -1140942.744990 + Penalty 2973.493046 = -1137969.251944
  nChanged 43
		SP:Iteration 16Q (156078.430000 sec): 3 clusters
  Score: Raw -1140958.199355 + Penalty 2973.493046 = -1137984.706309
  nChanged 34
		SP:Iteration 17Q (156078.570000 sec): 3 clusters
  Score: Raw -1140970.220539 + Penalty 2973.493046 = -1137996.727493
  nChanged 17
		SP:Iteration 18Q (156078.730000 sec): 3 clusters
  Score: Raw -1140976.252481 + Penalty 2973.493046 = -1138002.759435
  nChanged 13
		SP:Iteration 19Q (156078.890000 sec): 3 clusters
  Score: Raw -1140979.958627 + Penalty 2973.493046 = -1138006.465582
  nChanged 7
		SP:Iteration 20F (156079.060000 sec): 3 clusters
  Score: Raw -1140981.515162 + Penalty 2973.493046 = -1138008.022116
  nChanged 3
		SP:Iteration 21Q (156079.190000 sec): 3 clusters
  Score: Raw -1140982.392388 + Penalty 2973.493046 = -1138008.899342
  nChanged 1
		SP:Iteration 22Q (156079.310000 sec): 3 clusters
  Score: Raw -1140982.573088 + Penalty 2973.493046 = -1138009.080042
  nChanged 0
		SP:Iteration 23F (156079.470000 sec): 3 clusters
  Score: Raw -1140982.573088 + Penalty 2973.493046 = -1138009.080042
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156079.580000 sec): 2 clusters
  Score: Raw -896193.687699 + Penalty 1449.650063 = -894744.037636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156079.750000 sec): 3 clusters
  Score: Raw -892076.968780 + Penalty 2899.300125 = -889177.668654
  nChanged 3221
		SP:Iteration 1F (156079.860000 sec): 3 clusters
  Score: Raw -893759.333213 + Penalty 2899.300125 = -890860.033088
  nChanged 495
		SP:Iteration 2F (156079.970000 sec): 3 clusters
  Score: Raw -893982.102587 + Penalty 2899.300125 = -891082.802461
  nChanged 352
		SP:Iteration 3Q (156080.090000 sec): 3 clusters
  Score: Raw -894151.774233 + Penalty 2899.300125 = -891252.474107
  nChanged 350
		SP:Iteration 4Q (156080.210000 sec): 3 clusters
  Score: Raw -894315.275599 + Penalty 2899.300125 = -891415.975474
  nChanged 319
		SP:Iteration 5Q (156080.320000 sec): 3 clusters
  Score: Raw -894469.333231 + Penalty 2899.300125 = -891570.033106
  nChanged 300
		SP:Iteration 6Q (156080.430000 sec): 3 clusters
  Score: Raw -894622.600591 + Penalty 2899.300125 = -891723.300466
  nChanged 286
		SP:Iteration 7Q (156080.550000 sec): 3 clusters
  Score: Raw -894778.504447 + Penalty 2899.300125 = -891879.204322
  nChanged 319
		SP:Iteration 8Q (156080.660000 sec): 3 clusters
  Score: Raw -894979.671032 + Penalty 2899.300125 = -892080.370907
  nChanged 334
		SP:Iteration 9Q (156080.770000 sec): 3 clusters
  Score: Raw -895184.372979 + Penalty 2899.300125 = -892285.072854
  nChanged 329
		SP:Iteration 10Q (156080.890000 sec): 3 clusters
  Score: Raw -895404.455686 + Penalty 2899.300125 = -892505.155561
  nChanged 304
		SP:Iteration 11Q (156081.000000 sec): 3 clusters
  Score: Raw -895575.575126 + Penalty 2899.300125 = -892676.275001
  nChanged 267
		SP:Iteration 12Q (156081.120000 sec): 3 clusters
  Score: Raw -895735.202483 + Penalty 2899.300125 = -892835.902357
  nChanged 239
		SP:Iteration 13Q (156081.240000 sec): 3 clusters
  Score: Raw -895878.558890 + Penalty 2899.300125 = -892979.258765
  nChanged 217
		SP:Iteration 14Q (156081.350000 sec): 3 clusters
  Score: Raw -896003.710887 + Penalty 2899.300125 = -893104.410762
  nChanged 172
		SP:Iteration 15Q (156081.480000 sec): 3 clusters
  Score: Raw -896095.992359 + Penalty 2899.300125 = -893196.692234
  nChanged 122
		SP:Iteration 16Q (156081.600000 sec): 3 clusters
  Score: Raw -896162.392376 + Penalty 2899.300125 = -893263.092251
  nChanged 111
		SP:Iteration 17Q (156081.720000 sec): 3 clusters
  Score: Raw -896224.409096 + Penalty 2899.300125 = -893325.108971
  nChanged 93
		SP:Iteration 18Q (156081.840000 sec): 3 clusters
  Score: Raw -896266.247909 + Penalty 2899.300125 = -893366.947783
  nChanged 87
		SP:Iteration 19Q (156081.970000 sec): 3 clusters
  Score: Raw -896308.875626 + Penalty 2899.300125 = -893409.575501
  nChanged 82
		SP:Iteration 20F (156082.090000 sec): 3 clusters
  Score: Raw -896348.832366 + Penalty 2899.300125 = -893449.532241
  nChanged 83
		SP:Iteration 21Q (156082.210000 sec): 3 clusters
  Score: Raw -896385.503563 + Penalty 2899.300125 = -893486.203438
  nChanged 66
		SP:Iteration 22Q (156082.330000 sec): 3 clusters
  Score: Raw -896416.804301 + Penalty 2899.300125 = -893517.504176
  nChanged 53
		SP:Iteration 23Q (156082.450000 sec): 3 clusters
  Score: Raw -896438.417935 + Penalty 2899.300125 = -893539.117809
  nChanged 45
		SP:Iteration 24Q (156082.570000 sec): 3 clusters
  Score: Raw -896456.824545 + Penalty 2899.300125 = -893557.524420
  nChanged 45
		SP:Iteration 25Q (156082.690000 sec): 3 clusters
  Score: Raw -896474.289566 + Penalty 2899.300125 = -893574.989441
  nChanged 36
		SP:Iteration 26Q (156082.810000 sec): 3 clusters
  Score: Raw -896489.476541 + Penalty 2899.300125 = -893590.176415
  nChanged 28
		SP:Iteration 27Q (156082.920000 sec): 3 clusters
  Score: Raw -896501.208474 + Penalty 2899.300125 = -893601.908349
  nChanged 30
		SP:Iteration 28Q (156083.040000 sec): 3 clusters
  Score: Raw -896514.012603 + Penalty 2899.300125 = -893614.712478
  nChanged 25
		SP:Iteration 29Q (156083.160000 sec): 3 clusters
  Score: Raw -896523.926558 + Penalty 2899.300125 = -893624.626432
  nChanged 22
		SP:Iteration 30Q (156083.280000 sec): 3 clusters
  Score: Raw -896533.461095 + Penalty 2899.300125 = -893634.160970
  nChanged 27
		SP:Iteration 31Q (156083.400000 sec): 3 clusters
  Score: Raw -896543.143256 + Penalty 2899.300125 = -893643.843131
  nChanged 18
		SP:Iteration 32Q (156083.520000 sec): 3 clusters
  Score: Raw -896550.337123 + Penalty 2899.300125 = -893651.036998
  nChanged 20
		SP:Iteration 33Q (156083.640000 sec): 3 clusters
  Score: Raw -896558.108809 + Penalty 2899.300125 = -893658.808683
  nChanged 17
		SP:Iteration 34Q (156083.760000 sec): 3 clusters
  Score: Raw -896564.025624 + Penalty 2899.300125 = -893664.725499
  nChanged 18
		SP:Iteration 35Q (156083.870000 sec): 3 clusters
  Score: Raw -896571.277357 + Penalty 2899.300125 = -893671.977231
  nChanged 23
		SP:Iteration 36Q (156083.990000 sec): 3 clusters
  Score: Raw -896581.547980 + Penalty 2899.300125 = -893682.247855
  nChanged 23
		SP:Iteration 37Q (156084.110000 sec): 3 clusters
  Score: Raw -896593.105453 + Penalty 2899.300125 = -893693.805327
  nChanged 25
		SP:Iteration 38Q (156084.220000 sec): 3 clusters
  Score: Raw -896606.276555 + Penalty 2899.300125 = -893706.976430
  nChanged 23
		SP:Iteration 39Q (156084.340000 sec): 3 clusters
  Score: Raw -896617.462704 + Penalty 2899.300125 = -893718.162579
  nChanged 23
		SP:Iteration 40F (156084.460000 sec): 3 clusters
  Score: Raw -896626.698745 + Penalty 2899.300125 = -893727.398620
  nChanged 11
		SP:Iteration 41Q (156084.580000 sec): 3 clusters
  Score: Raw -896631.221800 + Penalty 2899.300125 = -893731.921674
  nChanged 6
		SP:Iteration 42Q (156084.700000 sec): 3 clusters
  Score: Raw -896634.952384 + Penalty 2899.300125 = -893735.652258
  nChanged 7
		SP:Iteration 43Q (156084.820000 sec): 3 clusters
  Score: Raw -896638.455009 + Penalty 2899.300125 = -893739.154884
  nChanged 8
		SP:Iteration 44Q (156084.940000 sec): 3 clusters
  Score: Raw -896641.844513 + Penalty 2899.300125 = -893742.544388
  nChanged 16
		SP:Iteration 45Q (156085.050000 sec): 3 clusters
  Score: Raw -896649.126398 + Penalty 2899.300125 = -893749.826272
  nChanged 17
		SP:Iteration 46Q (156085.170000 sec): 3 clusters
  Score: Raw -896655.462844 + Penalty 2899.300125 = -893756.162719
  nChanged 15
		SP:Iteration 47Q (156085.290000 sec): 3 clusters
  Score: Raw -896663.459226 + Penalty 2899.300125 = -893764.159101
  nChanged 13
		SP:Iteration 48Q (156085.410000 sec): 3 clusters
  Score: Raw -896671.162080 + Penalty 2899.300125 = -893771.861955
  nChanged 7
		SP:Iteration 49Q (156085.530000 sec): 3 clusters
  Score: Raw -896675.034175 + Penalty 2899.300125 = -893775.734050
  nChanged 10
		SP:Iteration 50Q (156085.640000 sec): 3 clusters
  Score: Raw -896680.363987 + Penalty 2899.300125 = -893781.063862
  nChanged 15
		SP:Iteration 51Q (156085.760000 sec): 3 clusters
  Score: Raw -896686.731242 + Penalty 2899.300125 = -893787.431117
  nChanged 8
		SP:Iteration 52Q (156085.880000 sec): 3 clusters
  Score: Raw -896690.286320 + Penalty 2899.300125 = -893790.986195
  nChanged 7
		SP:Iteration 53Q (156085.990000 sec): 3 clusters
  Score: Raw -896694.653497 + Penalty 2899.300125 = -893795.353372
  nChanged 8
		SP:Iteration 54Q (156086.110000 sec): 3 clusters
  Score: Raw -896697.887332 + Penalty 2899.300125 = -893798.587207
  nChanged 8
		SP:Iteration 55Q (156086.230000 sec): 3 clusters
  Score: Raw -896701.310419 + Penalty 2899.300125 = -893802.010294
  nChanged 10
		SP:Iteration 56Q (156086.350000 sec): 3 clusters
  Score: Raw -896705.765273 + Penalty 2899.300125 = -893806.465147
  nChanged 9
		SP:Iteration 57Q (156086.460000 sec): 3 clusters
  Score: Raw -896709.835351 + Penalty 2899.300125 = -893810.535226
  nChanged 9
		SP:Iteration 58Q (156086.580000 sec): 3 clusters
  Score: Raw -896714.482774 + Penalty 2899.300125 = -893815.182649
  nChanged 8
		SP:Iteration 59Q (156086.700000 sec): 3 clusters
  Score: Raw -896717.850990 + Penalty 2899.300125 = -893818.550865
  nChanged 7
		SP:Iteration 60F (156086.820000 sec): 3 clusters
  Score: Raw -896721.096891 + Penalty 2899.300125 = -893821.796766
  nChanged 8
		SP:Iteration 61Q (156086.940000 sec): 3 clusters
  Score: Raw -896724.189677 + Penalty 2899.300125 = -893824.889552
  nChanged 7
		SP:Iteration 62Q (156087.050000 sec): 3 clusters
  Score: Raw -896727.758411 + Penalty 2899.300125 = -893828.458286
  nChanged 12
		SP:Iteration 63Q (156087.170000 sec): 3 clusters
  Score: Raw -896735.355620 + Penalty 2899.300125 = -893836.055495
  nChanged 14
		SP:Iteration 64Q (156087.290000 sec): 3 clusters
  Score: Raw -896745.218497 + Penalty 2899.300125 = -893845.918372
  nChanged 14
		SP:Iteration 65Q (156087.410000 sec): 3 clusters
  Score: Raw -896751.400155 + Penalty 2899.300125 = -893852.100030
  nChanged 11
		SP:Iteration 66Q (156087.520000 sec): 3 clusters
  Score: Raw -896755.648183 + Penalty 2899.300125 = -893856.348057
  nChanged 4
		SP:Iteration 67Q (156087.640000 sec): 3 clusters
  Score: Raw -896756.578882 + Penalty 2899.300125 = -893857.278757
  nChanged 2
		SP:Iteration 68Q (156087.760000 sec): 3 clusters
  Score: Raw -896757.414466 + Penalty 2899.300125 = -893858.114341
  nChanged 2
		SP:Iteration 69Q (156087.870000 sec): 3 clusters
  Score: Raw -896758.050831 + Penalty 2899.300125 = -893858.750706
  nChanged 2
		SP:Iteration 70Q (156087.990000 sec): 3 clusters
  Score: Raw -896758.717005 + Penalty 2899.300125 = -893859.416880
  nChanged 0
		SP:Iteration 71F (156088.110000 sec): 3 clusters
  Score: Raw -896758.717005 + Penalty 2899.300125 = -893859.416880
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156088.180000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156088.190000 sec): 3 clusters
  Score: Raw -23517.871260 + Penalty 1760.232631 = -21757.638629
  nChanged 42
		SP:Iteration 1F (156088.190000 sec): 3 clusters
  Score: Raw -23645.557364 + Penalty 1760.232631 = -21885.324733
  nChanged 15
		SP:Iteration 2F (156088.200000 sec): 3 clusters
  Score: Raw -23700.303099 + Penalty 1760.232631 = -21940.070468
  nChanged 7
		SP:Iteration 3Q (156088.200000 sec): 3 clusters
  Score: Raw -23732.148604 + Penalty 1760.232631 = -21971.915973
  nChanged 3
		SP:Iteration 4Q (156088.210000 sec): 3 clusters
  Score: Raw -23739.941704 + Penalty 1760.232631 = -21979.709073
  nChanged 2
		SP:Iteration 5Q (156088.210000 sec): 3 clusters
  Score: Raw -23743.328178 + Penalty 1760.232631 = -21983.095548
  nChanged 2
		SP:Iteration 6Q (156088.220000 sec): 3 clusters
  Score: Raw -23746.677833 + Penalty 1760.232631 = -21986.445202
  nChanged 2
		SP:Iteration 7Q (156088.230000 sec): 3 clusters
  Score: Raw -23772.982076 + Penalty 1760.232631 = -22012.749446
  nChanged 3
		SP:Iteration 8Q (156088.230000 sec): 3 clusters
  Score: Raw -23796.268832 + Penalty 1760.232631 = -22036.036201
  nChanged 5
		SP:Iteration 9Q (156088.230000 sec): 3 clusters
  Score: Raw -23861.190305 + Penalty 1760.232631 = -22100.957675
  nChanged 8
		SP:Iteration 10Q (156088.240000 sec): 3 clusters
  Score: Raw -23921.175523 + Penalty 1760.232631 = -22160.942893
  nChanged 5
		SP:Iteration 11Q (156088.250000 sec): 3 clusters
  Score: Raw -23937.904110 + Penalty 1760.232631 = -22177.671480
  nChanged 2
		SP:Iteration 12Q (156088.250000 sec): 3 clusters
  Score: Raw -23945.657637 + Penalty 1760.232631 = -22185.425006
  nChanged 2
		SP:Iteration 13Q (156088.260000 sec): 3 clusters
  Score: Raw -23959.788662 + Penalty 1760.232631 = -22199.556031
  nChanged 1
		SP:Iteration 14Q (156088.260000 sec): 3 clusters
  Score: Raw -23963.558478 + Penalty 1760.232631 = -22203.325847
  nChanged 1
		SP:Iteration 15Q (156088.270000 sec): 3 clusters
  Score: Raw -23965.686679 + Penalty 1760.232631 = -22205.454048
  nChanged 1
		SP:Iteration 16Q (156088.270000 sec): 3 clusters
  Score: Raw -23969.118297 + Penalty 1760.232631 = -22208.885666
  nChanged 0
		SP:Iteration 17F (156088.280000 sec): 3 clusters
  Score: Raw -23969.118297 + Penalty 1760.232631 = -22208.885666
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156088.590000 sec): 2 clusters
  Score: Raw -3040793.483594 + Penalty 1658.708447 = -3039134.775147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156088.920000 sec): 3 clusters
  Score: Raw -3024048.649409 + Penalty 3317.416894 = -3020731.232515
  nChanged 12549
		SP:Iteration 1F (156089.200000 sec): 3 clusters
  Score: Raw -3031363.890555 + Penalty 3317.416894 = -3028046.473661
  nChanged 1590
		SP:Iteration 2F (156089.510000 sec): 3 clusters
  Score: Raw -3032123.502211 + Penalty 3317.416894 = -3028806.085317
  nChanged 1672
		SP:Iteration 3F (156089.840000 sec): 3 clusters
  Score: Raw -3032990.072605 + Penalty 3317.416894 = -3029672.655710
  nChanged 1643
		SP:Iteration 4F (156090.130000 sec): 3 clusters
  Score: Raw -3033924.554657 + Penalty 3317.416894 = -3030607.137763
  nChanged 1694
		SP:Iteration 5F (156090.460000 sec): 3 clusters
  Score: Raw -3035066.269339 + Penalty 3317.416894 = -3031748.852445
  nChanged 1723
		SP:Iteration 6F (156090.790000 sec): 3 clusters
  Score: Raw -3036389.675354 + Penalty 3317.416894 = -3033072.258460
  nChanged 1542
		SP:Iteration 7F (156091.080000 sec): 3 clusters
  Score: Raw -3037651.254773 + Penalty 3317.416894 = -3034333.837879
  nChanged 1286
		SP:Iteration 8Q (156091.400000 sec): 3 clusters
  Score: Raw -3038731.782503 + Penalty 3317.416894 = -3035414.365609
  nChanged 965
		SP:Iteration 9Q (156091.730000 sec): 3 clusters
  Score: Raw -3039500.361719 + Penalty 3317.416894 = -3036182.944825
  nChanged 725
		SP:Iteration 10Q (156092.000000 sec): 3 clusters
  Score: Raw -3040046.555623 + Penalty 3317.416894 = -3036729.138729
  nChanged 492
		SP:Iteration 11Q (156092.310000 sec): 3 clusters
  Score: Raw -3040388.753789 + Penalty 3317.416894 = -3037071.336895
  nChanged 375
		SP:Iteration 12Q (156092.570000 sec): 3 clusters
  Score: Raw -3040630.310760 + Penalty 3317.416894 = -3037312.893866
  nChanged 267
		SP:Iteration 13Q (156092.830000 sec): 3 clusters
  Score: Raw -3040787.085743 + Penalty 3317.416894 = -3037469.668849
  nChanged 204
		SP:Iteration 14Q (156093.140000 sec): 3 clusters
  Score: Raw -3040898.532987 + Penalty 3317.416894 = -3037581.116093
  nChanged 157
		SP:Iteration 15Q (156093.390000 sec): 3 clusters
  Score: Raw -3040979.234118 + Penalty 3317.416894 = -3037661.817224
  nChanged 118
		SP:Iteration 16Q (156093.650000 sec): 3 clusters
  Score: Raw -3041035.573530 + Penalty 3317.416894 = -3037718.156636
  nChanged 87
		SP:Iteration 17Q (156093.950000 sec): 3 clusters
  Score: Raw -3041076.711319 + Penalty 3317.416894 = -3037759.294425
  nChanged 66
		SP:Iteration 18Q (156094.210000 sec): 3 clusters
  Score: Raw -3041107.532259 + Penalty 3317.416894 = -3037790.115365
  nChanged 60
		SP:Iteration 19Q (156094.460000 sec): 3 clusters
  Score: Raw -3041134.195198 + Penalty 3317.416894 = -3037816.778303
  nChanged 51
		SP:Iteration 20F (156094.790000 sec): 3 clusters
  Score: Raw -3041155.532884 + Penalty 3317.416894 = -3037838.115989
  nChanged 46
		SP:Iteration 21Q (156095.050000 sec): 3 clusters
  Score: Raw -3041180.068497 + Penalty 3317.416894 = -3037862.651603
  nChanged 32
		SP:Iteration 22Q (156095.350000 sec): 3 clusters
  Score: Raw -3041196.293275 + Penalty 3317.416894 = -3037878.876381
  nChanged 36
		SP:Iteration 23Q (156095.600000 sec): 3 clusters
  Score: Raw -3041210.638167 + Penalty 3317.416894 = -3037893.221273
  nChanged 33
		SP:Iteration 24Q (156095.860000 sec): 3 clusters
  Score: Raw -3041220.392735 + Penalty 3317.416894 = -3037902.975841
  nChanged 18
		SP:Iteration 25Q (156096.160000 sec): 3 clusters
  Score: Raw -3041226.434261 + Penalty 3317.416894 = -3037909.017367
  nChanged 15
		SP:Iteration 26Q (156096.410000 sec): 3 clusters
  Score: Raw -3041230.653082 + Penalty 3317.416894 = -3037913.236188
  nChanged 9
		SP:Iteration 27Q (156096.660000 sec): 3 clusters
  Score: Raw -3041233.736358 + Penalty 3317.416894 = -3037916.319463
  nChanged 6
		SP:Iteration 28Q (156096.960000 sec): 3 clusters
  Score: Raw -3041236.868553 + Penalty 3317.416894 = -3037919.451659
  nChanged 4
		SP:Iteration 29Q (156097.240000 sec): 3 clusters
  Score: Raw -3041238.234076 + Penalty 3317.416894 = -3037920.817182
  nChanged 5
		SP:Iteration 30Q (156097.490000 sec): 3 clusters
  Score: Raw -3041239.781141 + Penalty 3317.416894 = -3037922.364247
  nChanged 6
		SP:Iteration 31Q (156097.800000 sec): 3 clusters
  Score: Raw -3041241.340411 + Penalty 3317.416894 = -3037923.923517
  nChanged 3
		SP:Iteration 32Q (156098.050000 sec): 3 clusters
  Score: Raw -3041241.960823 + Penalty 3317.416894 = -3037924.543928
  nChanged 0
		SP:Iteration 33F (156098.330000 sec): 3 clusters
  Score: Raw -3041241.960823 + Penalty 3317.416894 = -3037924.543928
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156098.410000 sec): 2 clusters
  Score: Raw -684052.917746 + Penalty 1404.822016 = -682648.095730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156098.540000 sec): 3 clusters
  Score: Raw -681046.557584 + Penalty 2809.644033 = -678236.913551
  nChanged 2318
		SP:Iteration 1F (156098.640000 sec): 3 clusters
  Score: Raw -682399.538237 + Penalty 2809.644033 = -679589.894204
  nChanged 470
		SP:Iteration 2F (156098.740000 sec): 3 clusters
  Score: Raw -682728.793684 + Penalty 2809.644033 = -679919.149651
  nChanged 364
		SP:Iteration 3F (156098.830000 sec): 3 clusters
  Score: Raw -682970.744955 + Penalty 2809.644033 = -680161.100922
  nChanged 323
		SP:Iteration 4F (156098.930000 sec): 3 clusters
  Score: Raw -683191.746106 + Penalty 2809.644033 = -680382.102073
  nChanged 292
		SP:Iteration 5F (156099.030000 sec): 3 clusters
  Score: Raw -683410.526081 + Penalty 2809.644033 = -680600.882048
  nChanged 282
		SP:Iteration 6Q (156099.130000 sec): 3 clusters
  Score: Raw -683599.892979 + Penalty 2809.644033 = -680790.248947
  nChanged 242
		SP:Iteration 7Q (156099.230000 sec): 3 clusters
  Score: Raw -683764.752505 + Penalty 2809.644033 = -680955.108472
  nChanged 202
		SP:Iteration 8Q (156099.320000 sec): 3 clusters
  Score: Raw -683890.196786 + Penalty 2809.644033 = -681080.552754
  nChanged 158
		SP:Iteration 9Q (156099.420000 sec): 3 clusters
  Score: Raw -683998.129625 + Penalty 2809.644033 = -681188.485592
  nChanged 115
		SP:Iteration 10Q (156099.510000 sec): 3 clusters
  Score: Raw -684078.767972 + Penalty 2809.644033 = -681269.123939
  nChanged 115
		SP:Iteration 11Q (156099.610000 sec): 3 clusters
  Score: Raw -684148.241949 + Penalty 2809.644033 = -681338.597916
  nChanged 93
		SP:Iteration 12Q (156099.710000 sec): 3 clusters
  Score: Raw -684203.556917 + Penalty 2809.644033 = -681393.912884
  nChanged 85
		SP:Iteration 13Q (156099.800000 sec): 3 clusters
  Score: Raw -684254.532844 + Penalty 2809.644033 = -681444.888811
  nChanged 69
		SP:Iteration 14Q (156099.900000 sec): 3 clusters
  Score: Raw -684293.870237 + Penalty 2809.644033 = -681484.226204
  nChanged 50
		SP:Iteration 15Q (156099.990000 sec): 3 clusters
  Score: Raw -684318.021645 + Penalty 2809.644033 = -681508.377612
  nChanged 52
		SP:Iteration 16Q (156100.090000 sec): 3 clusters
  Score: Raw -684343.583474 + Penalty 2809.644033 = -681533.939441
  nChanged 59
		SP:Iteration 17Q (156100.180000 sec): 3 clusters
  Score: Raw -684370.824823 + Penalty 2809.644033 = -681561.180790
  nChanged 42
		SP:Iteration 18Q (156100.270000 sec): 3 clusters
  Score: Raw -684391.098847 + Penalty 2809.644033 = -681581.454814
  nChanged 48
		SP:Iteration 19Q (156100.370000 sec): 3 clusters
  Score: Raw -684412.898839 + Penalty 2809.644033 = -681603.254806
  nChanged 36
		SP:Iteration 20F (156100.470000 sec): 3 clusters
  Score: Raw -684426.493626 + Penalty 2809.644033 = -681616.849593
  nChanged 30
		SP:Iteration 21Q (156100.560000 sec): 3 clusters
  Score: Raw -684438.066514 + Penalty 2809.644033 = -681628.422481
  nChanged 15
		SP:Iteration 22Q (156100.650000 sec): 3 clusters
  Score: Raw -684443.166830 + Penalty 2809.644033 = -681633.522797
  nChanged 11
		SP:Iteration 23Q (156100.750000 sec): 3 clusters
  Score: Raw -684446.247196 + Penalty 2809.644033 = -681636.603163
  nChanged 10
		SP:Iteration 24Q (156100.840000 sec): 3 clusters
  Score: Raw -684449.674801 + Penalty 2809.644033 = -681640.030768
  nChanged 15
		SP:Iteration 25Q (156100.940000 sec): 3 clusters
  Score: Raw -684453.343555 + Penalty 2809.644033 = -681643.699522
  nChanged 10
		SP:Iteration 26Q (156101.030000 sec): 3 clusters
  Score: Raw -684455.784835 + Penalty 2809.644033 = -681646.140802
  nChanged 6
		SP:Iteration 27Q (156101.130000 sec): 3 clusters
  Score: Raw -684457.999481 + Penalty 2809.644033 = -681648.355448
  nChanged 9
		SP:Iteration 28Q (156101.220000 sec): 3 clusters
  Score: Raw -684460.699235 + Penalty 2809.644033 = -681651.055202
  nChanged 7
		SP:Iteration 29Q (156101.310000 sec): 3 clusters
  Score: Raw -684462.572923 + Penalty 2809.644033 = -681652.928891
  nChanged 3
		SP:Iteration 30Q (156101.410000 sec): 3 clusters
  Score: Raw -684463.338644 + Penalty 2809.644033 = -681653.694611
  nChanged 1
		SP:Iteration 31Q (156101.500000 sec): 3 clusters
  Score: Raw -684463.574210 + Penalty 2809.644033 = -681653.930177
  nChanged 0
		SP:Iteration 32F (156101.600000 sec): 3 clusters
  Score: Raw -684463.574210 + Penalty 2809.644033 = -681653.930177
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156101.650000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156101.660000 sec): 3 clusters
  Score: Raw -23150.904300 + Penalty 1770.189646 = -21380.714655
  nChanged 52
		SP:Iteration 1F (156101.660000 sec): 3 clusters
  Score: Raw -23373.352443 + Penalty 1770.189646 = -21603.162797
  nChanged 20
		SP:Iteration 2F (156101.670000 sec): 3 clusters
  Score: Raw -23505.507934 + Penalty 1770.189646 = -21735.318288
  nChanged 11
		SP:Iteration 3Q (156101.670000 sec): 3 clusters
  Score: Raw -23570.491811 + Penalty 1770.189646 = -21800.302165
  nChanged 2
		SP:Iteration 4Q (156101.680000 sec): 3 clusters
  Score: Raw -23585.025658 + Penalty 1770.189646 = -21814.836013
  nChanged 1
		SP:Iteration 5Q (156101.680000 sec): 3 clusters
  Score: Raw -23589.274457 + Penalty 1770.189646 = -21819.084811
  nChanged 0
		SP:Iteration 6F (156101.690000 sec): 3 clusters
  Score: Raw -23589.274457 + Penalty 1770.189646 = -21819.084811
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156101.860000 sec): 2 clusters
  Score: Raw -1758242.089053 + Penalty 1558.376450 = -1756683.712603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156102.060000 sec): 3 clusters
  Score: Raw -1749611.559195 + Penalty 3116.752901 = -1746494.806294
  nChanged 6513
		SP:Iteration 1F (156102.250000 sec): 3 clusters
  Score: Raw -1753137.871341 + Penalty 3116.752901 = -1750021.118440
  nChanged 910
		SP:Iteration 2F (156102.440000 sec): 3 clusters
  Score: Raw -1753511.862126 + Penalty 3116.752901 = -1750395.109225
  nChanged 815
		SP:Iteration 3F (156102.630000 sec): 3 clusters
  Score: Raw -1753878.451421 + Penalty 3116.752901 = -1750761.698520
  nChanged 792
		SP:Iteration 4F (156102.820000 sec): 3 clusters
  Score: Raw -1754303.625260 + Penalty 3116.752901 = -1751186.872359
  nChanged 896
		SP:Iteration 5F (156103.050000 sec): 3 clusters
  Score: Raw -1754867.810273 + Penalty 3116.752901 = -1751751.057372
  nChanged 980
		SP:Iteration 6F (156103.250000 sec): 3 clusters
  Score: Raw -1755528.550588 + Penalty 3116.752901 = -1752411.797688
  nChanged 920
		SP:Iteration 7F (156103.430000 sec): 3 clusters
  Score: Raw -1756165.467081 + Penalty 3116.752901 = -1753048.714180
  nChanged 822
		SP:Iteration 8F (156103.620000 sec): 3 clusters
  Score: Raw -1756725.454584 + Penalty 3116.752901 = -1753608.701683
  nChanged 689
		SP:Iteration 9Q (156103.860000 sec): 3 clusters
  Score: Raw -1757165.176660 + Penalty 3116.752901 = -1754048.423759
  nChanged 500
		SP:Iteration 10Q (156104.050000 sec): 3 clusters
  Score: Raw -1757478.165052 + Penalty 3116.752901 = -1754361.412151
  nChanged 403
		SP:Iteration 11Q (156104.250000 sec): 3 clusters
  Score: Raw -1757727.586679 + Penalty 3116.752901 = -1754610.833778
  nChanged 328
		SP:Iteration 12Q (156104.440000 sec): 3 clusters
  Score: Raw -1757934.561254 + Penalty 3116.752901 = -1754817.808354
  nChanged 263
		SP:Iteration 13Q (156104.630000 sec): 3 clusters
  Score: Raw -1758103.343844 + Penalty 3116.752901 = -1754986.590944
  nChanged 215
		SP:Iteration 14Q (156104.870000 sec): 3 clusters
  Score: Raw -1758238.836298 + Penalty 3116.752901 = -1755122.083397
  nChanged 145
		SP:Iteration 15Q (156105.050000 sec): 3 clusters
  Score: Raw -1758318.813755 + Penalty 3116.752901 = -1755202.060855
  nChanged 114
		SP:Iteration 16Q (156105.240000 sec): 3 clusters
  Score: Raw -1758378.769423 + Penalty 3116.752901 = -1755262.016522
  nChanged 83
		SP:Iteration 17Q (156105.410000 sec): 3 clusters
  Score: Raw -1758422.188846 + Penalty 3116.752901 = -1755305.435946
  nChanged 64
		SP:Iteration 18Q (156105.650000 sec): 3 clusters
  Score: Raw -1758459.966749 + Penalty 3116.752901 = -1755343.213849
  nChanged 46
		SP:Iteration 19Q (156105.830000 sec): 3 clusters
  Score: Raw -1758490.310001 + Penalty 3116.752901 = -1755373.557101
  nChanged 41
		SP:Iteration 20F (156106.070000 sec): 3 clusters
  Score: Raw -1758512.868824 + Penalty 3116.752901 = -1755396.115924
  nChanged 38
		SP:Iteration 21Q (156106.250000 sec): 3 clusters
  Score: Raw -1758530.562261 + Penalty 3116.752901 = -1755413.809360
  nChanged 24
		SP:Iteration 22Q (156106.420000 sec): 3 clusters
  Score: Raw -1758541.758092 + Penalty 3116.752901 = -1755425.005191
  nChanged 16
		SP:Iteration 23Q (156106.650000 sec): 3 clusters
  Score: Raw -1758550.156197 + Penalty 3116.752901 = -1755433.403297
  nChanged 15
		SP:Iteration 24Q (156106.830000 sec): 3 clusters
  Score: Raw -1758556.166877 + Penalty 3116.752901 = -1755439.413976
  nChanged 11
		SP:Iteration 25Q (156107.060000 sec): 3 clusters
  Score: Raw -1758559.523371 + Penalty 3116.752901 = -1755442.770470
  nChanged 6
		SP:Iteration 26Q (156107.230000 sec): 3 clusters
  Score: Raw -1758561.735056 + Penalty 3116.752901 = -1755444.982156
  nChanged 5
		SP:Iteration 27Q (156107.460000 sec): 3 clusters
  Score: Raw -1758564.837360 + Penalty 3116.752901 = -1755448.084459
  nChanged 8
		SP:Iteration 28Q (156107.640000 sec): 3 clusters
  Score: Raw -1758568.515961 + Penalty 3116.752901 = -1755451.763061
  nChanged 10
		SP:Iteration 29Q (156107.810000 sec): 3 clusters
  Score: Raw -1758571.701351 + Penalty 3116.752901 = -1755454.948450
  nChanged 5
		SP:Iteration 30Q (156108.030000 sec): 3 clusters
  Score: Raw -1758572.951099 + Penalty 3116.752901 = -1755456.198199
  nChanged 1
		SP:Iteration 31Q (156108.270000 sec): 3 clusters
  Score: Raw -1758573.737471 + Penalty 3116.752901 = -1755456.984570
  nChanged 3
		SP:Iteration 32Q (156108.440000 sec): 3 clusters
  Score: Raw -1758574.502588 + Penalty 3116.752901 = -1755457.749688
  nChanged 2
		SP:Iteration 33Q (156108.680000 sec): 3 clusters
  Score: Raw -1758575.427929 + Penalty 3116.752901 = -1755458.675028
  nChanged 3
		SP:Iteration 34Q (156108.850000 sec): 3 clusters
  Score: Raw -1758578.010318 + Penalty 3116.752901 = -1755461.257417
  nChanged 2
		SP:Iteration 35Q (156109.080000 sec): 3 clusters
  Score: Raw -1758578.698101 + Penalty 3116.752901 = -1755461.945200
  nChanged 2
		SP:Iteration 36Q (156109.250000 sec): 3 clusters
  Score: Raw -1758579.645044 + Penalty 3116.752901 = -1755462.892143
  nChanged 0
		SP:Iteration 37F (156109.440000 sec): 3 clusters
  Score: Raw -1758579.645044 + Penalty 3116.752901 = -1755462.892143
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156109.560000 sec): 2 clusters
  Score: Raw -950529.653036 + Penalty 1462.277570 = -949067.375467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156109.680000 sec): 3 clusters
  Score: Raw -946011.876663 + Penalty 2924.555139 = -943087.321524
  nChanged 3405
		SP:Iteration 1F (156109.810000 sec): 3 clusters
  Score: Raw -947941.737483 + Penalty 2924.555139 = -945017.182344
  nChanged 576
		SP:Iteration 2F (156109.940000 sec): 3 clusters
  Score: Raw -948287.823053 + Penalty 2924.555139 = -945363.267913
  nChanged 556
		SP:Iteration 3F (156110.070000 sec): 3 clusters
  Score: Raw -948690.024363 + Penalty 2924.555139 = -945765.469223
  nChanged 549
		SP:Iteration 4F (156110.200000 sec): 3 clusters
  Score: Raw -949157.258334 + Penalty 2924.555139 = -946232.703194
  nChanged 547
		SP:Iteration 5F (156110.330000 sec): 3 clusters
  Score: Raw -949643.456002 + Penalty 2924.555139 = -946718.900862
  nChanged 524
		SP:Iteration 6F (156110.460000 sec): 3 clusters
  Score: Raw -950101.063155 + Penalty 2924.555139 = -947176.508015
  nChanged 417
		SP:Iteration 7F (156110.580000 sec): 3 clusters
  Score: Raw -950417.105243 + Penalty 2924.555139 = -947492.550103
  nChanged 304
		SP:Iteration 8Q (156110.720000 sec): 3 clusters
  Score: Raw -950622.187162 + Penalty 2924.555139 = -947697.632022
  nChanged 230
		SP:Iteration 9Q (156110.840000 sec): 3 clusters
  Score: Raw -950755.031711 + Penalty 2924.555139 = -947830.476572
  nChanged 152
		SP:Iteration 10Q (156110.970000 sec): 3 clusters
  Score: Raw -950844.199868 + Penalty 2924.555139 = -947919.644729
  nChanged 133
		SP:Iteration 11Q (156111.100000 sec): 3 clusters
  Score: Raw -950913.715654 + Penalty 2924.555139 = -947989.160514
  nChanged 105
		SP:Iteration 12Q (156111.210000 sec): 3 clusters
  Score: Raw -950965.454464 + Penalty 2924.555139 = -948040.899324
  nChanged 75
		SP:Iteration 13Q (156111.330000 sec): 3 clusters
  Score: Raw -951004.749876 + Penalty 2924.555139 = -948080.194737
  nChanged 65
		SP:Iteration 14Q (156111.450000 sec): 3 clusters
  Score: Raw -951045.528802 + Penalty 2924.555139 = -948120.973663
  nChanged 69
		SP:Iteration 15Q (156111.570000 sec): 3 clusters
  Score: Raw -951088.126143 + Penalty 2924.555139 = -948163.571003
  nChanged 62
		SP:Iteration 16Q (156111.680000 sec): 3 clusters
  Score: Raw -951119.285845 + Penalty 2924.555139 = -948194.730705
  nChanged 45
		SP:Iteration 17Q (156111.800000 sec): 3 clusters
  Score: Raw -951133.071393 + Penalty 2924.555139 = -948208.516253
  nChanged 37
		SP:Iteration 18Q (156111.920000 sec): 3 clusters
  Score: Raw -951142.786368 + Penalty 2924.555139 = -948218.231228
  nChanged 28
		SP:Iteration 19Q (156112.030000 sec): 3 clusters
  Score: Raw -951150.983488 + Penalty 2924.555139 = -948226.428348
  nChanged 24
		SP:Iteration 20F (156112.160000 sec): 3 clusters
  Score: Raw -951157.581787 + Penalty 2924.555139 = -948233.026647
  nChanged 13
		SP:Iteration 21Q (156112.280000 sec): 3 clusters
  Score: Raw -951160.390796 + Penalty 2924.555139 = -948235.835656
  nChanged 10
		SP:Iteration 22Q (156112.410000 sec): 3 clusters
  Score: Raw -951162.493453 + Penalty 2924.555139 = -948237.938314
  nChanged 9
		SP:Iteration 23Q (156112.530000 sec): 3 clusters
  Score: Raw -951164.528122 + Penalty 2924.555139 = -948239.972982
  nChanged 12
		SP:Iteration 24Q (156112.660000 sec): 3 clusters
  Score: Raw -951166.942867 + Penalty 2924.555139 = -948242.387728
  nChanged 9
		SP:Iteration 25Q (156112.780000 sec): 3 clusters
  Score: Raw -951168.384967 + Penalty 2924.555139 = -948243.829828
  nChanged 4
		SP:Iteration 26Q (156112.900000 sec): 3 clusters
  Score: Raw -951169.214388 + Penalty 2924.555139 = -948244.659248
  nChanged 4
		SP:Iteration 27Q (156113.030000 sec): 3 clusters
  Score: Raw -951169.476954 + Penalty 2924.555139 = -948244.921814
  nChanged 2
		SP:Iteration 28Q (156113.160000 sec): 3 clusters
  Score: Raw -951169.699429 + Penalty 2924.555139 = -948245.144290
  nChanged 2
		SP:Iteration 29Q (156113.280000 sec): 3 clusters
  Score: Raw -951169.943636 + Penalty 2924.555139 = -948245.388497
  nChanged 3
		SP:Iteration 30Q (156113.410000 sec): 3 clusters
  Score: Raw -951170.362235 + Penalty 2924.555139 = -948245.807095
  nChanged 1
		SP:Iteration 31Q (156113.530000 sec): 3 clusters
  Score: Raw -951170.460870 + Penalty 2924.555139 = -948245.905731
  nChanged 0
		SP:Iteration 32F (156113.660000 sec): 3 clusters
  Score: Raw -951170.460870 + Penalty 2924.555139 = -948245.905731
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156113.780000 sec): 2 clusters
  Score: Raw -937627.756608 + Penalty 1461.855309 = -936165.901300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156113.910000 sec): 3 clusters
  Score: Raw -933232.511491 + Penalty 2923.710618 = -930308.800874
  nChanged 3396
		SP:Iteration 1F (156114.020000 sec): 3 clusters
  Score: Raw -935065.231273 + Penalty 2923.710618 = -932141.520655
  nChanged 502
		SP:Iteration 2F (156114.150000 sec): 3 clusters
  Score: Raw -935334.799243 + Penalty 2923.710618 = -932411.088625
  nChanged 480
		SP:Iteration 3F (156114.280000 sec): 3 clusters
  Score: Raw -935576.866029 + Penalty 2923.710618 = -932653.155412
  nChanged 437
		SP:Iteration 4F (156114.410000 sec): 3 clusters
  Score: Raw -935803.873448 + Penalty 2923.710618 = -932880.162831
  nChanged 392
		SP:Iteration 5Q (156114.540000 sec): 3 clusters
  Score: Raw -936013.272507 + Penalty 2923.710618 = -933089.561890
  nChanged 338
		SP:Iteration 6Q (156114.670000 sec): 3 clusters
  Score: Raw -936206.240459 + Penalty 2923.710618 = -933282.529842
  nChanged 316
		SP:Iteration 7Q (156114.800000 sec): 3 clusters
  Score: Raw -936391.312255 + Penalty 2923.710618 = -933467.601637
  nChanged 336
		SP:Iteration 8Q (156114.930000 sec): 3 clusters
  Score: Raw -936615.099227 + Penalty 2923.710618 = -933691.388609
  nChanged 317
		SP:Iteration 9Q (156115.060000 sec): 3 clusters
  Score: Raw -936829.179961 + Penalty 2923.710618 = -933905.469343
  nChanged 288
		SP:Iteration 10Q (156115.190000 sec): 3 clusters
  Score: Raw -937033.968642 + Penalty 2923.710618 = -934110.258025
  nChanged 263
		SP:Iteration 11Q (156115.320000 sec): 3 clusters
  Score: Raw -937213.187116 + Penalty 2923.710618 = -934289.476499
  nChanged 214
		SP:Iteration 12Q (156115.450000 sec): 3 clusters
  Score: Raw -937334.705774 + Penalty 2923.710618 = -934410.995157
  nChanged 169
		SP:Iteration 13Q (156115.570000 sec): 3 clusters
  Score: Raw -937433.422910 + Penalty 2923.710618 = -934509.712292
  nChanged 157
		SP:Iteration 14Q (156115.700000 sec): 3 clusters
  Score: Raw -937534.217290 + Penalty 2923.710618 = -934610.506672
  nChanged 144
		SP:Iteration 15Q (156115.820000 sec): 3 clusters
  Score: Raw -937630.451252 + Penalty 2923.710618 = -934706.740635
  nChanged 129
		SP:Iteration 16Q (156115.950000 sec): 3 clusters
  Score: Raw -937716.987493 + Penalty 2923.710618 = -934793.276875
  nChanged 109
		SP:Iteration 17Q (156116.070000 sec): 3 clusters
  Score: Raw -937808.184116 + Penalty 2923.710618 = -934884.473498
  nChanged 89
		SP:Iteration 18Q (156116.180000 sec): 3 clusters
  Score: Raw -937888.644875 + Penalty 2923.710618 = -934964.934258
  nChanged 75
		SP:Iteration 19Q (156116.400000 sec): 3 clusters
  Score: Raw -937940.704844 + Penalty 2923.710618 = -935016.994227
  nChanged 54
		SP:Iteration 20F (156116.590000 sec): 3 clusters
  Score: Raw -937969.191986 + Penalty 2923.710618 = -935045.481368
  nChanged 41
		SP:Iteration 21Q (156116.790000 sec): 3 clusters
  Score: Raw -937998.530887 + Penalty 2923.710618 = -935074.820269
  nChanged 39
		SP:Iteration 22Q (156116.990000 sec): 3 clusters
  Score: Raw -938020.477346 + Penalty 2923.710618 = -935096.766729
  nChanged 28
		SP:Iteration 23Q (156117.180000 sec): 3 clusters
  Score: Raw -938037.113959 + Penalty 2923.710618 = -935113.403342
  nChanged 22
		SP:Iteration 24Q (156117.370000 sec): 3 clusters
  Score: Raw -938047.546128 + Penalty 2923.710618 = -935123.835510
  nChanged 14
		SP:Iteration 25Q (156117.530000 sec): 3 clusters
  Score: Raw -938054.504120 + Penalty 2923.710618 = -935130.793503
  nChanged 14
		SP:Iteration 26Q (156117.640000 sec): 3 clusters
  Score: Raw -938061.480348 + Penalty 2923.710618 = -935137.769731
  nChanged 12
		SP:Iteration 27Q (156117.750000 sec): 3 clusters
  Score: Raw -938066.942807 + Penalty 2923.710618 = -935143.232190
  nChanged 11
		SP:Iteration 28Q (156117.880000 sec): 3 clusters
  Score: Raw -938071.332499 + Penalty 2923.710618 = -935147.621882
  nChanged 10
		SP:Iteration 29Q (156118.000000 sec): 3 clusters
  Score: Raw -938074.641947 + Penalty 2923.710618 = -935150.931330
  nChanged 5
		SP:Iteration 30Q (156118.120000 sec): 3 clusters
  Score: Raw -938076.766978 + Penalty 2923.710618 = -935153.056361
  nChanged 5
		SP:Iteration 31Q (156118.250000 sec): 3 clusters
  Score: Raw -938079.388703 + Penalty 2923.710618 = -935155.678086
  nChanged 6
		SP:Iteration 32Q (156118.370000 sec): 3 clusters
  Score: Raw -938084.132147 + Penalty 2923.710618 = -935160.421530
  nChanged 8
		SP:Iteration 33Q (156118.490000 sec): 3 clusters
  Score: Raw -938088.078290 + Penalty 2923.710618 = -935164.367672
  nChanged 7
		SP:Iteration 34Q (156118.620000 sec): 3 clusters
  Score: Raw -938092.248599 + Penalty 2923.710618 = -935168.537982
  nChanged 5
		SP:Iteration 35Q (156118.740000 sec): 3 clusters
  Score: Raw -938093.584205 + Penalty 2923.710618 = -935169.873588
  nChanged 3
		SP:Iteration 36Q (156118.860000 sec): 3 clusters
  Score: Raw -938094.423080 + Penalty 2923.710618 = -935170.712463
  nChanged 5
		SP:Iteration 37Q (156118.980000 sec): 3 clusters
  Score: Raw -938096.334951 + Penalty 2923.710618 = -935172.624333
  nChanged 2
		SP:Iteration 38Q (156119.110000 sec): 3 clusters
  Score: Raw -938096.547001 + Penalty 2923.710618 = -935172.836383
  nChanged 0
		SP:Iteration 39F (156119.240000 sec): 3 clusters
  Score: Raw -938096.547001 + Penalty 2923.710618 = -935172.836383
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156119.300000 sec): 2 clusters
  Score: Raw -64915.648375 + Penalty 1023.579253 = -63892.069122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156119.320000 sec): 3 clusters
  Score: Raw -64875.430902 + Penalty 2047.158505 = -62828.272397
  nChanged 135
		SP:Iteration 1F (156119.330000 sec): 3 clusters
  Score: Raw -65035.987403 + Penalty 2047.158505 = -62988.828897
  nChanged 31
		SP:Iteration 2F (156119.340000 sec): 3 clusters
  Score: Raw -65097.265557 + Penalty 2047.158505 = -63050.107052
  nChanged 19
		SP:Iteration 3Q (156119.350000 sec): 3 clusters
  Score: Raw -65123.559437 + Penalty 2047.158505 = -63076.400932
  nChanged 17
		SP:Iteration 4Q (156119.360000 sec): 3 clusters
  Score: Raw -65147.780833 + Penalty 2047.158505 = -63100.622327
  nChanged 16
		SP:Iteration 5Q (156119.380000 sec): 3 clusters
  Score: Raw -65176.772030 + Penalty 2047.158505 = -63129.613525
  nChanged 24
		SP:Iteration 6Q (156119.390000 sec): 3 clusters
  Score: Raw -65294.336411 + Penalty 2047.158505 = -63247.177906
  nChanged 38
		SP:Iteration 7F (156119.400000 sec): 3 clusters
  Score: Raw -65390.770607 + Penalty 2047.158505 = -63343.612101
  nChanged 37
		SP:Iteration 8F (156119.410000 sec): 3 clusters
  Score: Raw -65547.873786 + Penalty 2047.158505 = -63500.715281
  nChanged 35
		SP:Iteration 9F (156119.430000 sec): 3 clusters
  Score: Raw -65700.570234 + Penalty 2047.158505 = -63653.411729
  nChanged 18
		SP:Iteration 10Q (156119.440000 sec): 3 clusters
  Score: Raw -65867.137104 + Penalty 2047.158505 = -63819.978599
  nChanged 15
		SP:Iteration 11Q (156119.450000 sec): 3 clusters
  Score: Raw -65934.283665 + Penalty 2047.158505 = -63887.125160
  nChanged 2
		SP:Iteration 12Q (156119.460000 sec): 3 clusters
  Score: Raw -65936.848870 + Penalty 2047.158505 = -63889.690365
  nChanged 1
		SP:Iteration 13Q (156119.470000 sec): 3 clusters
  Score: Raw -65937.981587 + Penalty 2047.158505 = -63890.823082
  nChanged 0
		SP:Iteration 14F (156119.480000 sec): 3 clusters
  Score: Raw -65937.981587 + Penalty 2047.158505 = -63890.823082
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156119.540000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156119.550000 sec): 3 clusters
  Score: Raw -61248.362902 + Penalty 2057.159294 = -59191.203608
  nChanged 142
		SP:Iteration 1F (156119.560000 sec): 3 clusters
  Score: Raw -61443.214892 + Penalty 2057.159294 = -59386.055598
  nChanged 35
		SP:Iteration 2F (156119.580000 sec): 3 clusters
  Score: Raw -61501.836254 + Penalty 2057.159294 = -59444.676959
  nChanged 17
		SP:Iteration 3Q (156119.590000 sec): 3 clusters
  Score: Raw -61535.673770 + Penalty 2057.159294 = -59478.514476
  nChanged 16
		SP:Iteration 4Q (156119.600000 sec): 3 clusters
  Score: Raw -61561.056512 + Penalty 2057.159294 = -59503.897218
  nChanged 9
		SP:Iteration 5Q (156119.610000 sec): 3 clusters
  Score: Raw -61576.432728 + Penalty 2057.159294 = -59519.273433
  nChanged 9
		SP:Iteration 6Q (156119.620000 sec): 3 clusters
  Score: Raw -61588.178579 + Penalty 2057.159294 = -59531.019285
  nChanged 8
		SP:Iteration 7Q (156119.630000 sec): 3 clusters
  Score: Raw -61598.148160 + Penalty 2057.159294 = -59540.988865
  nChanged 3
		SP:Iteration 8Q (156119.640000 sec): 3 clusters
  Score: Raw -61602.531791 + Penalty 2057.159294 = -59545.372497
  nChanged 2
		SP:Iteration 9Q (156119.650000 sec): 3 clusters
  Score: Raw -61604.463744 + Penalty 2057.159294 = -59547.304450
  nChanged 2
		SP:Iteration 10Q (156119.660000 sec): 3 clusters
  Score: Raw -61606.296852 + Penalty 2057.159294 = -59549.137558
  nChanged 0
		SP:Iteration 11F (156119.680000 sec): 3 clusters
  Score: Raw -61606.296852 + Penalty 2057.159294 = -59549.137558
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156119.730000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156119.740000 sec): 3 clusters
  Score: Raw -19077.829489 + Penalty 1713.724857 = -17364.104632
  nChanged 27
		SP:Iteration 1F (156119.740000 sec): 3 clusters
  Score: Raw -19176.988504 + Penalty 1713.724857 = -17463.263647
  nChanged 6
		SP:Iteration 2Q (156119.750000 sec): 3 clusters
  Score: Raw -19204.333758 + Penalty 1713.724857 = -17490.608902
  nChanged 3
		SP:Iteration 3Q (156119.760000 sec): 3 clusters
  Score: Raw -19216.757689 + Penalty 1713.724857 = -17503.032832
  nChanged 1
		SP:Iteration 4Q (156119.760000 sec): 3 clusters
  Score: Raw -19219.021957 + Penalty 1713.724857 = -17505.297100
  nChanged 0
		SP:Iteration 5F (156119.760000 sec): 3 clusters
  Score: Raw -19219.021957 + Penalty 1713.724857 = -17505.297100
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156119.820000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156119.830000 sec): 3 clusters
  Score: Raw -21186.387575 + Penalty 1800.910652 = -19385.476923
  nChanged 62
		SP:Iteration 1F (156119.840000 sec): 3 clusters
  Score: Raw -21351.332821 + Penalty 1800.910652 = -19550.422168
  nChanged 12
		SP:Iteration 2Q (156119.840000 sec): 3 clusters
  Score: Raw -21384.046989 + Penalty 1800.910652 = -19583.136337
  nChanged 4
		SP:Iteration 3Q (156119.850000 sec): 3 clusters
  Score: Raw -21394.590732 + Penalty 1800.910652 = -19593.680080
  nChanged 1
		SP:Iteration 4Q (156119.850000 sec): 3 clusters
  Score: Raw -21396.988019 + Penalty 1800.910652 = -19596.077367
  nChanged 2
		SP:Iteration 5Q (156119.860000 sec): 3 clusters
  Score: Raw -21407.538444 + Penalty 1800.910652 = -19606.627792
  nChanged 0
		SP:Iteration 6F (156119.860000 sec): 3 clusters
  Score: Raw -21407.538444 + Penalty 1800.910652 = -19606.627792
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156119.930000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156119.940000 sec): 3 clusters
  Score: Raw -25455.040079 + Penalty 1775.745337 = -23679.294743
  nChanged 31
		SP:Iteration 1F (156119.940000 sec): 3 clusters
  Score: Raw -25512.831828 + Penalty 1775.745337 = -23737.086492
  nChanged 9
		SP:Iteration 2Q (156119.950000 sec): 3 clusters
  Score: Raw -25548.249490 + Penalty 1775.745337 = -23772.504153
  nChanged 8
		SP:Iteration 3Q (156119.950000 sec): 3 clusters
  Score: Raw -25591.640696 + Penalty 1775.745337 = -23815.895359
  nChanged 4
		SP:Iteration 4Q (156119.960000 sec): 3 clusters
  Score: Raw -25609.551891 + Penalty 1775.745337 = -23833.806554
  nChanged 4
		SP:Iteration 5Q (156119.960000 sec): 3 clusters
  Score: Raw -25618.260314 + Penalty 1775.745337 = -23842.514978
  nChanged 1
		SP:Iteration 6Q (156119.970000 sec): 3 clusters
  Score: Raw -25619.722093 + Penalty 1775.745337 = -23843.976756
  nChanged 0
		SP:Iteration 7F (156119.980000 sec): 3 clusters
  Score: Raw -25619.722093 + Penalty 1775.745337 = -23843.976756
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156120.040000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156120.050000 sec): 3 clusters
  Score: Raw -67845.760864 + Penalty 2077.373062 = -65768.387803
  nChanged 163
		SP:Iteration 1F (156120.060000 sec): 3 clusters
  Score: Raw -68033.008921 + Penalty 2077.373062 = -65955.635859
  nChanged 35
		SP:Iteration 2F (156120.070000 sec): 3 clusters
  Score: Raw -68083.784782 + Penalty 2077.373062 = -66006.411720
  nChanged 20
		SP:Iteration 3Q (156120.080000 sec): 3 clusters
  Score: Raw -68110.637040 + Penalty 2077.373062 = -66033.263978
  nChanged 10
		SP:Iteration 4Q (156120.100000 sec): 3 clusters
  Score: Raw -68123.227921 + Penalty 2077.373062 = -66045.854859
  nChanged 9
		SP:Iteration 5Q (156120.110000 sec): 3 clusters
  Score: Raw -68132.799478 + Penalty 2077.373062 = -66055.426416
  nChanged 5
		SP:Iteration 6Q (156120.120000 sec): 3 clusters
  Score: Raw -68136.576613 + Penalty 2077.373062 = -66059.203551
  nChanged 1
		SP:Iteration 7Q (156120.130000 sec): 3 clusters
  Score: Raw -68137.812345 + Penalty 2077.373062 = -66060.439283
  nChanged 2
		SP:Iteration 8Q (156120.140000 sec): 3 clusters
  Score: Raw -68139.833896 + Penalty 2077.373062 = -66062.460835
  nChanged 1
		SP:Iteration 9Q (156120.160000 sec): 3 clusters
  Score: Raw -68140.356979 + Penalty 2077.373062 = -66062.983918
  nChanged 0
		SP:Iteration 10F (156120.170000 sec): 3 clusters
  Score: Raw -68140.356979 + Penalty 2077.373062 = -66062.983918
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156120.230000 sec): 2 clusters
  Score: Raw -185629.868030 + Penalty 1197.867010 = -184432.001019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156120.260000 sec): 3 clusters
  Score: Raw -184958.053025 + Penalty 2395.734021 = -182562.319005
  nChanged 525
		SP:Iteration 1F (156120.300000 sec): 3 clusters
  Score: Raw -185364.949556 + Penalty 2395.734021 = -182969.215535
  nChanged 159
		SP:Iteration 2F (156120.330000 sec): 3 clusters
  Score: Raw -185508.503137 + Penalty 2395.734021 = -183112.769116
  nChanged 86
		SP:Iteration 3F (156120.360000 sec): 3 clusters
  Score: Raw -185572.730401 + Penalty 2395.734021 = -183176.996380
  nChanged 53
		SP:Iteration 4Q (156120.390000 sec): 3 clusters
  Score: Raw -185608.588715 + Penalty 2395.734021 = -183212.854694
  nChanged 33
		SP:Iteration 5Q (156120.420000 sec): 3 clusters
  Score: Raw -185629.053417 + Penalty 2395.734021 = -183233.319396
  nChanged 29
		SP:Iteration 6Q (156120.440000 sec): 3 clusters
  Score: Raw -185642.763470 + Penalty 2395.734021 = -183247.029449
  nChanged 11
		SP:Iteration 7Q (156120.480000 sec): 3 clusters
  Score: Raw -185648.108399 + Penalty 2395.734021 = -183252.374378
  nChanged 10
		SP:Iteration 8Q (156120.500000 sec): 3 clusters
  Score: Raw -185654.570533 + Penalty 2395.734021 = -183258.836512
  nChanged 7
		SP:Iteration 9Q (156120.530000 sec): 3 clusters
  Score: Raw -185658.640350 + Penalty 2395.734021 = -183262.906329
  nChanged 5
		SP:Iteration 10Q (156120.560000 sec): 3 clusters
  Score: Raw -185661.534967 + Penalty 2395.734021 = -183265.800946
  nChanged 8
		SP:Iteration 11Q (156120.590000 sec): 3 clusters
  Score: Raw -185667.316196 + Penalty 2395.734021 = -183271.582175
  nChanged 8
		SP:Iteration 12Q (156120.620000 sec): 3 clusters
  Score: Raw -185671.027597 + Penalty 2395.734021 = -183275.293576
  nChanged 4
		SP:Iteration 13Q (156120.650000 sec): 3 clusters
  Score: Raw -185672.912996 + Penalty 2395.734021 = -183277.178975
  nChanged 3
		SP:Iteration 14Q (156120.680000 sec): 3 clusters
  Score: Raw -185673.875441 + Penalty 2395.734021 = -183278.141420
  nChanged 2
		SP:Iteration 15Q (156120.710000 sec): 3 clusters
  Score: Raw -185674.821074 + Penalty 2395.734021 = -183279.087053
  nChanged 2
		SP:Iteration 16Q (156120.740000 sec): 3 clusters
  Score: Raw -185675.508893 + Penalty 2395.734021 = -183279.774872
  nChanged 4
		SP:Iteration 17Q (156120.770000 sec): 3 clusters
  Score: Raw -185677.726209 + Penalty 2395.734021 = -183281.992188
  nChanged 5
		SP:Iteration 18Q (156120.800000 sec): 3 clusters
  Score: Raw -185682.033941 + Penalty 2395.734021 = -183286.299920
  nChanged 5
		SP:Iteration 19Q (156120.830000 sec): 3 clusters
  Score: Raw -185684.444019 + Penalty 2395.734021 = -183288.709998
  nChanged 1
		SP:Iteration 20F (156120.860000 sec): 3 clusters
  Score: Raw -185684.892417 + Penalty 2395.734021 = -183289.158396
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156121.030000 sec): 2 clusters
  Score: Raw -2164040.293804 + Penalty 1588.229580 = -2162452.064223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156121.300000 sec): 3 clusters
  Score: Raw -2153558.214589 + Penalty 3176.459161 = -2150381.755428
  nChanged 7864
		SP:Iteration 1F (156121.580000 sec): 3 clusters
  Score: Raw -2157909.550373 + Penalty 3176.459161 = -2154733.091212
  nChanged 939
		SP:Iteration 2F (156121.780000 sec): 3 clusters
  Score: Raw -2158321.979174 + Penalty 3176.459161 = -2155145.520014
  nChanged 934
		SP:Iteration 3F (156121.980000 sec): 3 clusters
  Score: Raw -2158775.166926 + Penalty 3176.459161 = -2155598.707765
  nChanged 917
		SP:Iteration 4F (156122.200000 sec): 3 clusters
  Score: Raw -2159231.211322 + Penalty 3176.459161 = -2156054.752162
  nChanged 896
		SP:Iteration 5F (156122.440000 sec): 3 clusters
  Score: Raw -2159674.181996 + Penalty 3176.459161 = -2156497.722835
  nChanged 880
		SP:Iteration 6F (156122.640000 sec): 3 clusters
  Score: Raw -2160096.617238 + Penalty 3176.459161 = -2156920.158077
  nChanged 800
		SP:Iteration 7Q (156122.840000 sec): 3 clusters
  Score: Raw -2160466.586929 + Penalty 3176.459161 = -2157290.127768
  nChanged 787
		SP:Iteration 8Q (156123.080000 sec): 3 clusters
  Score: Raw -2160831.799642 + Penalty 3176.459161 = -2157655.340481
  nChanged 727
		SP:Iteration 9Q (156123.280000 sec): 3 clusters
  Score: Raw -2161176.010645 + Penalty 3176.459161 = -2157999.551485
  nChanged 649
		SP:Iteration 10Q (156123.500000 sec): 3 clusters
  Score: Raw -2161444.319717 + Penalty 3176.459161 = -2158267.860556
  nChanged 578
		SP:Iteration 11Q (156123.750000 sec): 3 clusters
  Score: Raw -2161667.129744 + Penalty 3176.459161 = -2158490.670583
  nChanged 483
		SP:Iteration 12Q (156123.950000 sec): 3 clusters
  Score: Raw -2161857.532373 + Penalty 3176.459161 = -2158681.073212
  nChanged 446
		SP:Iteration 13Q (156124.160000 sec): 3 clusters
  Score: Raw -2162025.499939 + Penalty 3176.459161 = -2158849.040778
  nChanged 413
		SP:Iteration 14Q (156124.430000 sec): 3 clusters
  Score: Raw -2162200.163881 + Penalty 3176.459161 = -2159023.704720
  nChanged 431
		SP:Iteration 15Q (156124.630000 sec): 3 clusters
  Score: Raw -2162398.149736 + Penalty 3176.459161 = -2159221.690575
  nChanged 452
		SP:Iteration 16Q (156124.840000 sec): 3 clusters
  Score: Raw -2162606.863199 + Penalty 3176.459161 = -2159430.404039
  nChanged 455
		SP:Iteration 17Q (156125.090000 sec): 3 clusters
  Score: Raw -2162827.757635 + Penalty 3176.459161 = -2159651.298474
  nChanged 405
		SP:Iteration 18Q (156125.280000 sec): 3 clusters
  Score: Raw -2163033.965005 + Penalty 3176.459161 = -2159857.505844
  nChanged 387
		SP:Iteration 19Q (156125.500000 sec): 3 clusters
  Score: Raw -2163239.134519 + Penalty 3176.459161 = -2160062.675358
  nChanged 340
		SP:Iteration 20F (156125.740000 sec): 3 clusters
  Score: Raw -2163423.742040 + Penalty 3176.459161 = -2160247.282879
  nChanged 278
		SP:Iteration 21Q (156125.940000 sec): 3 clusters
  Score: Raw -2163579.007819 + Penalty 3176.459161 = -2160402.548658
  nChanged 232
		SP:Iteration 22Q (156126.140000 sec): 3 clusters
  Score: Raw -2163715.012310 + Penalty 3176.459161 = -2160538.553149
  nChanged 201
		SP:Iteration 23Q (156126.350000 sec): 3 clusters
  Score: Raw -2163828.299471 + Penalty 3176.459161 = -2160651.840310
  nChanged 163
		SP:Iteration 24Q (156126.580000 sec): 3 clusters
  Score: Raw -2163931.607841 + Penalty 3176.459161 = -2160755.148680
  nChanged 131
		SP:Iteration 25Q (156126.770000 sec): 3 clusters
  Score: Raw -2164020.641398 + Penalty 3176.459161 = -2160844.182238
  nChanged 107
		SP:Iteration 26Q (156126.960000 sec): 3 clusters
  Score: Raw -2164091.239622 + Penalty 3176.459161 = -2160914.780461
  nChanged 82
		SP:Iteration 27Q (156127.160000 sec): 3 clusters
  Score: Raw -2164152.022494 + Penalty 3176.459161 = -2160975.563333
  nChanged 64
		SP:Iteration 28Q (156127.380000 sec): 3 clusters
  Score: Raw -2164197.530477 + Penalty 3176.459161 = -2161021.071316
  nChanged 64
		SP:Iteration 29Q (156127.570000 sec): 3 clusters
  Score: Raw -2164241.577188 + Penalty 3176.459161 = -2161065.118027
  nChanged 40
		SP:Iteration 30Q (156127.830000 sec): 3 clusters
  Score: Raw -2164269.258277 + Penalty 3176.459161 = -2161092.799116
  nChanged 29
		SP:Iteration 31Q (156128.020000 sec): 3 clusters
  Score: Raw -2164288.109438 + Penalty 3176.459161 = -2161111.650277
  nChanged 18
		SP:Iteration 32Q (156128.200000 sec): 3 clusters
  Score: Raw -2164297.685339 + Penalty 3176.459161 = -2161121.226179
  nChanged 16
		SP:Iteration 33Q (156128.400000 sec): 3 clusters
  Score: Raw -2164309.045778 + Penalty 3176.459161 = -2161132.586617
  nChanged 12
		SP:Iteration 34Q (156128.660000 sec): 3 clusters
  Score: Raw -2164316.603886 + Penalty 3176.459161 = -2161140.144725
  nChanged 10
		SP:Iteration 35Q (156128.840000 sec): 3 clusters
  Score: Raw -2164323.350526 + Penalty 3176.459161 = -2161146.891365
  nChanged 14
		SP:Iteration 36Q (156129.030000 sec): 3 clusters
  Score: Raw -2164332.531762 + Penalty 3176.459161 = -2161156.072601
  nChanged 8
		SP:Iteration 37Q (156129.220000 sec): 3 clusters
  Score: Raw -2164337.816591 + Penalty 3176.459161 = -2161161.357431
  nChanged 8
		SP:Iteration 38Q (156129.480000 sec): 3 clusters
  Score: Raw -2164342.345492 + Penalty 3176.459161 = -2161165.886332
  nChanged 5
		SP:Iteration 39Q (156129.670000 sec): 3 clusters
  Score: Raw -2164346.049349 + Penalty 3176.459161 = -2161169.590188
  nChanged 5
		SP:Iteration 40F (156129.880000 sec): 3 clusters
  Score: Raw -2164348.632470 + Penalty 3176.459161 = -2161172.173310
  nChanged 8
		SP:Iteration 41Q (156130.080000 sec): 3 clusters
  Score: Raw -2164353.803347 + Penalty 3176.459161 = -2161177.344186
  nChanged 5
		SP:Iteration 42Q (156130.300000 sec): 3 clusters
  Score: Raw -2164357.459118 + Penalty 3176.459161 = -2161180.999957
  nChanged 5
		SP:Iteration 43Q (156130.490000 sec): 3 clusters
  Score: Raw -2164359.740892 + Penalty 3176.459161 = -2161183.281732
  nChanged 8
		SP:Iteration 44Q (156130.680000 sec): 3 clusters
  Score: Raw -2164364.554894 + Penalty 3176.459161 = -2161188.095733
  nChanged 4
		SP:Iteration 45Q (156130.860000 sec): 3 clusters
  Score: Raw -2164367.000967 + Penalty 3176.459161 = -2161190.541807
  nChanged 4
		SP:Iteration 46Q (156131.060000 sec): 3 clusters
  Score: Raw -2164370.952355 + Penalty 3176.459161 = -2161194.493194
  nChanged 4
		SP:Iteration 47Q (156131.310000 sec): 3 clusters
  Score: Raw -2164373.973850 + Penalty 3176.459161 = -2161197.514689
  nChanged 3
		SP:Iteration 48Q (156131.500000 sec): 3 clusters
  Score: Raw -2164376.389583 + Penalty 3176.459161 = -2161199.930423
  nChanged 3
		SP:Iteration 49Q (156131.690000 sec): 3 clusters
  Score: Raw -2164378.944321 + Penalty 3176.459161 = -2161202.485160
  nChanged 4
		SP:Iteration 50Q (156131.880000 sec): 3 clusters
  Score: Raw -2164382.476217 + Penalty 3176.459161 = -2161206.017056
  nChanged 5
		SP:Iteration 51Q (156132.140000 sec): 3 clusters
  Score: Raw -2164384.238399 + Penalty 3176.459161 = -2161207.779238
  nChanged 2
		SP:Iteration 52Q (156132.330000 sec): 3 clusters
  Score: Raw -2164384.965939 + Penalty 3176.459161 = -2161208.506778
  nChanged 2
		SP:Iteration 53Q (156132.510000 sec): 3 clusters
  Score: Raw -2164385.791001 + Penalty 3176.459161 = -2161209.331841
  nChanged 2
		SP:Iteration 54Q (156132.700000 sec): 3 clusters
  Score: Raw -2164386.328217 + Penalty 3176.459161 = -2161209.869056
  nChanged 1
		SP:Iteration 55Q (156132.960000 sec): 3 clusters
  Score: Raw -2164386.668034 + Penalty 3176.459161 = -2161210.208873
  nChanged 2
		SP:Iteration 56Q (156133.150000 sec): 3 clusters
  Score: Raw -2164387.311830 + Penalty 3176.459161 = -2161210.852670
  nChanged 2
		SP:Iteration 57Q (156133.330000 sec): 3 clusters
  Score: Raw -2164388.133471 + Penalty 3176.459161 = -2161211.674311
  nChanged 0
		SP:Iteration 58F (156133.540000 sec): 3 clusters
  Score: Raw -2164388.133471 + Penalty 3176.459161 = -2161211.674311
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156133.630000 sec): 2 clusters
  Score: Raw -714195.868971 + Penalty 1403.385733 = -712792.483237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156133.740000 sec): 3 clusters
  Score: Raw -711254.627691 + Penalty 2806.771467 = -708447.856224
  nChanged 2285
		SP:Iteration 1F (156133.840000 sec): 3 clusters
  Score: Raw -712489.388505 + Penalty 2806.771467 = -709682.617039
  nChanged 350
		SP:Iteration 2F (156133.940000 sec): 3 clusters
  Score: Raw -712666.077165 + Penalty 2806.771467 = -709859.305699
  nChanged 246
		SP:Iteration 3Q (156134.040000 sec): 3 clusters
  Score: Raw -712785.741975 + Penalty 2806.771467 = -709978.970508
  nChanged 205
		SP:Iteration 4Q (156134.140000 sec): 3 clusters
  Score: Raw -712892.440104 + Penalty 2806.771467 = -710085.668637
  nChanged 215
		SP:Iteration 5Q (156134.230000 sec): 3 clusters
  Score: Raw -712993.757381 + Penalty 2806.771467 = -710186.985915
  nChanged 193
		SP:Iteration 6Q (156134.330000 sec): 3 clusters
  Score: Raw -713078.865823 + Penalty 2806.771467 = -710272.094356
  nChanged 171
		SP:Iteration 7Q (156134.430000 sec): 3 clusters
  Score: Raw -713159.662193 + Penalty 2806.771467 = -710352.890726
  nChanged 183
		SP:Iteration 8Q (156134.530000 sec): 3 clusters
  Score: Raw -713261.016575 + Penalty 2806.771467 = -710454.245108
  nChanged 181
		SP:Iteration 9Q (156134.630000 sec): 3 clusters
  Score: Raw -713367.572083 + Penalty 2806.771467 = -710560.800617
  nChanged 196
		SP:Iteration 10Q (156134.730000 sec): 3 clusters
  Score: Raw -713488.184432 + Penalty 2806.771467 = -710681.412965
  nChanged 170
		SP:Iteration 11Q (156134.830000 sec): 3 clusters
  Score: Raw -713591.412464 + Penalty 2806.771467 = -710784.640997
  nChanged 177
		SP:Iteration 12Q (156134.920000 sec): 3 clusters
  Score: Raw -713694.871596 + Penalty 2806.771467 = -710888.100129
  nChanged 160
		SP:Iteration 13Q (156135.020000 sec): 3 clusters
  Score: Raw -713786.709425 + Penalty 2806.771467 = -710979.937958
  nChanged 151
		SP:Iteration 14Q (156135.120000 sec): 3 clusters
  Score: Raw -713868.445164 + Penalty 2806.771467 = -711061.673697
  nChanged 128
		SP:Iteration 15Q (156135.210000 sec): 3 clusters
  Score: Raw -713947.910966 + Penalty 2806.771467 = -711141.139499
  nChanged 112
		SP:Iteration 16Q (156135.310000 sec): 3 clusters
  Score: Raw -714015.444931 + Penalty 2806.771467 = -711208.673465
  nChanged 90
		SP:Iteration 17Q (156135.400000 sec): 3 clusters
  Score: Raw -714076.353493 + Penalty 2806.771467 = -711269.582026
  nChanged 78
		SP:Iteration 18Q (156135.500000 sec): 3 clusters
  Score: Raw -714123.385329 + Penalty 2806.771467 = -711316.613862
  nChanged 56
		SP:Iteration 19Q (156135.600000 sec): 3 clusters
  Score: Raw -714157.072143 + Penalty 2806.771467 = -711350.300677
  nChanged 46
		SP:Iteration 20F (156135.690000 sec): 3 clusters
  Score: Raw -714186.821948 + Penalty 2806.771467 = -711380.050482
  nChanged 51
		SP:Iteration 21Q (156135.790000 sec): 3 clusters
  Score: Raw -714219.403688 + Penalty 2806.771467 = -711412.632221
  nChanged 39
		SP:Iteration 22Q (156135.880000 sec): 3 clusters
  Score: Raw -714244.422618 + Penalty 2806.771467 = -711437.651151
  nChanged 39
		SP:Iteration 23Q (156135.980000 sec): 3 clusters
  Score: Raw -714266.691499 + Penalty 2806.771467 = -711459.920032
  nChanged 34
		SP:Iteration 24Q (156136.070000 sec): 3 clusters
  Score: Raw -714283.785662 + Penalty 2806.771467 = -711477.014195
  nChanged 24
		SP:Iteration 25Q (156136.160000 sec): 3 clusters
  Score: Raw -714295.394221 + Penalty 2806.771467 = -711488.622754
  nChanged 18
		SP:Iteration 26Q (156136.260000 sec): 3 clusters
  Score: Raw -714305.228679 + Penalty 2806.771467 = -711498.457212
  nChanged 19
		SP:Iteration 27Q (156136.350000 sec): 3 clusters
  Score: Raw -714317.283056 + Penalty 2806.771467 = -711510.511589
  nChanged 15
		SP:Iteration 28Q (156136.440000 sec): 3 clusters
  Score: Raw -714323.896040 + Penalty 2806.771467 = -711517.124573
  nChanged 10
		SP:Iteration 29Q (156136.540000 sec): 3 clusters
  Score: Raw -714328.073322 + Penalty 2806.771467 = -711521.301855
  nChanged 8
		SP:Iteration 30Q (156136.630000 sec): 3 clusters
  Score: Raw -714330.804703 + Penalty 2806.771467 = -711524.033236
  nChanged 6
		SP:Iteration 31Q (156136.720000 sec): 3 clusters
  Score: Raw -714334.758197 + Penalty 2806.771467 = -711527.986730
  nChanged 9
		SP:Iteration 32Q (156136.820000 sec): 3 clusters
  Score: Raw -714338.191096 + Penalty 2806.771467 = -711531.419629
  nChanged 3
		SP:Iteration 33Q (156136.910000 sec): 3 clusters
  Score: Raw -714338.796042 + Penalty 2806.771467 = -711532.024576
  nChanged 1
		SP:Iteration 34Q (156137.000000 sec): 3 clusters
  Score: Raw -714338.986481 + Penalty 2806.771467 = -711532.215014
  nChanged 0
		SP:Iteration 35F (156137.100000 sec): 3 clusters
  Score: Raw -714338.986481 + Penalty 2806.771467 = -711532.215014
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156137.160000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156137.170000 sec): 3 clusters
  Score: Raw -44615.253985 + Penalty 1956.042795 = -42659.211190
  nChanged 87
		SP:Iteration 1F (156137.180000 sec): 3 clusters
  Score: Raw -44765.591901 + Penalty 1956.042795 = -42809.549106
  nChanged 16
		SP:Iteration 2Q (156137.190000 sec): 3 clusters
  Score: Raw -44798.673096 + Penalty 1956.042795 = -42842.630302
  nChanged 7
		SP:Iteration 3Q (156137.200000 sec): 3 clusters
  Score: Raw -44812.463743 + Penalty 1956.042795 = -42856.420948
  nChanged 5
		SP:Iteration 4Q (156137.200000 sec): 3 clusters
  Score: Raw -44824.392175 + Penalty 1956.042795 = -42868.349380
  nChanged 5
		SP:Iteration 5Q (156137.220000 sec): 3 clusters
  Score: Raw -44840.476041 + Penalty 1956.042795 = -42884.433246
  nChanged 7
		SP:Iteration 6Q (156137.220000 sec): 3 clusters
  Score: Raw -44859.134434 + Penalty 1956.042795 = -42903.091639
  nChanged 4
		SP:Iteration 7Q (156137.230000 sec): 3 clusters
  Score: Raw -44868.488607 + Penalty 1956.042795 = -42912.445812
  nChanged 2
		SP:Iteration 8Q (156137.240000 sec): 3 clusters
  Score: Raw -44870.544578 + Penalty 1956.042795 = -42914.501784
  nChanged 1
		SP:Iteration 9Q (156137.250000 sec): 3 clusters
  Score: Raw -44871.135990 + Penalty 1956.042795 = -42915.093195
  nChanged 0
		SP:Iteration 10F (156137.260000 sec): 3 clusters
  Score: Raw -44871.135990 + Penalty 1956.042795 = -42915.093195
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156137.330000 sec): 2 clusters
  Score: Raw -300800.893319 + Penalty 1292.471339 = -299508.421980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156137.390000 sec): 3 clusters
  Score: Raw -299432.271891 + Penalty 2584.942678 = -296847.329213
  nChanged 1108
		SP:Iteration 1F (156137.450000 sec): 3 clusters
  Score: Raw -300181.627912 + Penalty 2584.942678 = -297596.685234
  nChanged 248
		SP:Iteration 2F (156137.500000 sec): 3 clusters
  Score: Raw -300387.099756 + Penalty 2584.942678 = -297802.157078
  nChanged 172
		SP:Iteration 3F (156137.560000 sec): 3 clusters
  Score: Raw -300527.960947 + Penalty 2584.942678 = -297943.018269
  nChanged 134
		SP:Iteration 4Q (156137.610000 sec): 3 clusters
  Score: Raw -300646.376933 + Penalty 2584.942678 = -298061.434254
  nChanged 125
		SP:Iteration 5Q (156137.660000 sec): 3 clusters
  Score: Raw -300756.586683 + Penalty 2584.942678 = -298171.644005
  nChanged 118
		SP:Iteration 6Q (156137.720000 sec): 3 clusters
  Score: Raw -300853.660530 + Penalty 2584.942678 = -298268.717852
  nChanged 102
		SP:Iteration 7Q (156137.760000 sec): 3 clusters
  Score: Raw -300945.677634 + Penalty 2584.942678 = -298360.734956
  nChanged 102
		SP:Iteration 8Q (156137.820000 sec): 3 clusters
  Score: Raw -301028.322804 + Penalty 2584.942678 = -298443.380126
  nChanged 72
		SP:Iteration 9Q (156137.870000 sec): 3 clusters
  Score: Raw -301080.277641 + Penalty 2584.942678 = -298495.334963
  nChanged 58
		SP:Iteration 10Q (156137.920000 sec): 3 clusters
  Score: Raw -301118.862699 + Penalty 2584.942678 = -298533.920021
  nChanged 40
		SP:Iteration 11Q (156137.970000 sec): 3 clusters
  Score: Raw -301142.543293 + Penalty 2584.942678 = -298557.600615
  nChanged 35
		SP:Iteration 12Q (156138.020000 sec): 3 clusters
  Score: Raw -301159.701049 + Penalty 2584.942678 = -298574.758371
  nChanged 39
		SP:Iteration 13Q (156138.080000 sec): 3 clusters
  Score: Raw -301179.346328 + Penalty 2584.942678 = -298594.403650
  nChanged 35
		SP:Iteration 14Q (156138.120000 sec): 3 clusters
  Score: Raw -301193.822876 + Penalty 2584.942678 = -298608.880198
  nChanged 30
		SP:Iteration 15Q (156138.180000 sec): 3 clusters
  Score: Raw -301205.734716 + Penalty 2584.942678 = -298620.792038
  nChanged 15
		SP:Iteration 16Q (156138.230000 sec): 3 clusters
  Score: Raw -301211.338271 + Penalty 2584.942678 = -298626.395593
  nChanged 14
		SP:Iteration 17Q (156138.280000 sec): 3 clusters
  Score: Raw -301217.495879 + Penalty 2584.942678 = -298632.553201
  nChanged 10
		SP:Iteration 18Q (156138.350000 sec): 3 clusters
  Score: Raw -301220.125849 + Penalty 2584.942678 = -298635.183171
  nChanged 5
		SP:Iteration 19Q (156138.400000 sec): 3 clusters
  Score: Raw -301221.512112 + Penalty 2584.942678 = -298636.569434
  nChanged 6
		SP:Iteration 20F (156138.450000 sec): 3 clusters
  Score: Raw -301223.266911 + Penalty 2584.942678 = -298638.324233
  nChanged 6
		SP:Iteration 21Q (156138.500000 sec): 3 clusters
  Score: Raw -301224.944047 + Penalty 2584.942678 = -298640.001369
  nChanged 2
		SP:Iteration 22Q (156138.550000 sec): 3 clusters
  Score: Raw -301225.394307 + Penalty 2584.942678 = -298640.451629
  nChanged 1
		SP:Iteration 23Q (156138.600000 sec): 3 clusters
  Score: Raw -301225.617571 + Penalty 2584.942678 = -298640.674893
  nChanged 1
		SP:Iteration 24Q (156138.660000 sec): 3 clusters
  Score: Raw -301225.989681 + Penalty 2584.942678 = -298641.047003
  nChanged 0
		SP:Iteration 25F (156138.710000 sec): 3 clusters
  Score: Raw -301225.989681 + Penalty 2584.942678 = -298641.047003
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156138.760000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156138.770000 sec): 3 clusters
  Score: Raw -14319.874991 + Penalty 1643.279887 = -12676.595104
  nChanged 15
		SP:Iteration 1F (156138.770000 sec): 3 clusters
  Score: Raw -14381.092659 + Penalty 1643.279887 = -12737.812772
  nChanged 2
		SP:Iteration 2Q (156138.780000 sec): 3 clusters
  Score: Raw -14397.657077 + Penalty 1643.279887 = -12754.377191
  nChanged 0
		SP:Iteration 3F (156138.780000 sec): 3 clusters
  Score: Raw -14397.657077 + Penalty 1643.279887 = -12754.377191
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156139.300000 sec): 2 clusters
  Score: Raw -9295771.732046 + Penalty 1827.504677 = -9293944.227369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156139.990000 sec): 3 clusters
  Score: Raw -9246624.545119 + Penalty 3655.009354 = -9242969.535765
  nChanged 36314
		SP:Iteration 1F (156140.710000 sec): 3 clusters
  Score: Raw -9267751.568018 + Penalty 3655.009354 = -9264096.558664
  nChanged 3449
		SP:Iteration 2Q (156141.440000 sec): 3 clusters
  Score: Raw -9269105.050694 + Penalty 3655.009354 = -9265450.041340
  nChanged 4178
		SP:Iteration 3F (156142.150000 sec): 3 clusters
  Score: Raw -9271233.682886 + Penalty 3655.009354 = -9267578.673531
  nChanged 4897
		SP:Iteration 4F (156142.870000 sec): 3 clusters
  Score: Raw -9274059.970864 + Penalty 3655.009354 = -9270404.961510
  nChanged 5244
		SP:Iteration 5F (156143.590000 sec): 3 clusters
  Score: Raw -9277079.038373 + Penalty 3655.009354 = -9273424.029019
  nChanged 4820
		SP:Iteration 6F (156144.310000 sec): 3 clusters
  Score: Raw -9279501.934953 + Penalty 3655.009354 = -9275846.925598
  nChanged 3920
		SP:Iteration 7F (156145.030000 sec): 3 clusters
  Score: Raw -9281169.455848 + Penalty 3655.009354 = -9277514.446493
  nChanged 3117
		SP:Iteration 8Q (156145.750000 sec): 3 clusters
  Score: Raw -9282333.900150 + Penalty 3655.009354 = -9278678.890795
  nChanged 2470
		SP:Iteration 9Q (156146.470000 sec): 3 clusters
  Score: Raw -9283179.289452 + Penalty 3655.009354 = -9279524.280098
  nChanged 2098
		SP:Iteration 10Q (156147.200000 sec): 3 clusters
  Score: Raw -9283882.094407 + Penalty 3655.009354 = -9280227.085053
  nChanged 2069
		SP:Iteration 11Q (156147.920000 sec): 3 clusters
  Score: Raw -9284551.886355 + Penalty 3655.009354 = -9280896.877001
  nChanged 2132
		SP:Iteration 12Q (156148.630000 sec): 3 clusters
  Score: Raw -9285239.899363 + Penalty 3655.009354 = -9281584.890008
  nChanged 2320
		SP:Iteration 13Q (156149.340000 sec): 3 clusters
  Score: Raw -9286011.483023 + Penalty 3655.009354 = -9282356.473668
  nChanged 2519
		SP:Iteration 14Q (156150.050000 sec): 3 clusters
  Score: Raw -9286884.837518 + Penalty 3655.009354 = -9283229.828164
  nChanged 2641
		SP:Iteration 15Q (156150.710000 sec): 3 clusters
  Score: Raw -9287842.669211 + Penalty 3655.009354 = -9284187.659856
  nChanged 2705
		SP:Iteration 16Q (156151.390000 sec): 3 clusters
  Score: Raw -9288848.158446 + Penalty 3655.009354 = -9285193.149091
  nChanged 2769
		SP:Iteration 17Q (156152.090000 sec): 3 clusters
  Score: Raw -9289915.174911 + Penalty 3655.009354 = -9286260.165556
  nChanged 2742
		SP:Iteration 18Q (156152.780000 sec): 3 clusters
  Score: Raw -9290990.902680 + Penalty 3655.009354 = -9287335.893325
  nChanged 2597
		SP:Iteration 19Q (156153.420000 sec): 3 clusters
  Score: Raw -9292035.986679 + Penalty 3655.009354 = -9288380.977325
  nChanged 2425
		SP:Iteration 20F (156154.130000 sec): 3 clusters
  Score: Raw -9293003.053382 + Penalty 3655.009354 = -9289348.044028
  nChanged 2142
		SP:Iteration 21Q (156154.810000 sec): 3 clusters
  Score: Raw -9293824.585761 + Penalty 3655.009354 = -9290169.576407
  nChanged 1830
		SP:Iteration 22Q (156155.480000 sec): 3 clusters
  Score: Raw -9294500.683048 + Penalty 3655.009354 = -9290845.673694
  nChanged 1552
		SP:Iteration 23Q (156156.090000 sec): 3 clusters
  Score: Raw -9295034.075110 + Penalty 3655.009354 = -9291379.065756
  nChanged 1238
		SP:Iteration 24Q (156156.700000 sec): 3 clusters
  Score: Raw -9295420.616911 + Penalty 3655.009354 = -9291765.607557
  nChanged 986
		SP:Iteration 25Q (156157.360000 sec): 3 clusters
  Score: Raw -9295698.516646 + Penalty 3655.009354 = -9292043.507291
  nChanged 779
		SP:Iteration 26Q (156157.960000 sec): 3 clusters
  Score: Raw -9295895.957834 + Penalty 3655.009354 = -9292240.948480
  nChanged 597
		SP:Iteration 27Q (156158.620000 sec): 3 clusters
  Score: Raw -9296038.885413 + Penalty 3655.009354 = -9292383.876059
  nChanged 501
		SP:Iteration 28Q (156159.250000 sec): 3 clusters
  Score: Raw -9296154.670583 + Penalty 3655.009354 = -9292499.661228
  nChanged 409
		SP:Iteration 29Q (156159.850000 sec): 3 clusters
  Score: Raw -9296242.624703 + Penalty 3655.009354 = -9292587.615348
  nChanged 334
		SP:Iteration 30Q (156160.500000 sec): 3 clusters
  Score: Raw -9296309.323776 + Penalty 3655.009354 = -9292654.314422
  nChanged 275
		SP:Iteration 31Q (156161.130000 sec): 3 clusters
  Score: Raw -9296357.926902 + Penalty 3655.009354 = -9292702.917548
  nChanged 227
		SP:Iteration 32Q (156161.730000 sec): 3 clusters
  Score: Raw -9296397.253833 + Penalty 3655.009354 = -9292742.244479
  nChanged 221
		SP:Iteration 33Q (156162.380000 sec): 3 clusters
  Score: Raw -9296434.382930 + Penalty 3655.009354 = -9292779.373576
  nChanged 165
		SP:Iteration 34Q (156163.010000 sec): 3 clusters
  Score: Raw -9296463.242686 + Penalty 3655.009354 = -9292808.233331
  nChanged 155
		SP:Iteration 35Q (156163.610000 sec): 3 clusters
  Score: Raw -9296490.725644 + Penalty 3655.009354 = -9292835.716289
  nChanged 156
		SP:Iteration 36Q (156164.250000 sec): 3 clusters
  Score: Raw -9296517.957027 + Penalty 3655.009354 = -9292862.947672
  nChanged 131
		SP:Iteration 37Q (156164.870000 sec): 3 clusters
  Score: Raw -9296539.012895 + Penalty 3655.009354 = -9292884.003541
  nChanged 118
		SP:Iteration 38Q (156165.470000 sec): 3 clusters
  Score: Raw -9296559.130582 + Penalty 3655.009354 = -9292904.121227
  nChanged 108
		SP:Iteration 39Q (156166.130000 sec): 3 clusters
  Score: Raw -9296578.071441 + Penalty 3655.009354 = -9292923.062087
  nChanged 81
		SP:Iteration 40F (156166.820000 sec): 3 clusters
  Score: Raw -9296591.787205 + Penalty 3655.009354 = -9292936.777850
  nChanged 87
		SP:Iteration 41Q (156167.440000 sec): 3 clusters
  Score: Raw -9296607.831264 + Penalty 3655.009354 = -9292952.821909
  nChanged 89
		SP:Iteration 42Q (156168.040000 sec): 3 clusters
  Score: Raw -9296623.788896 + Penalty 3655.009354 = -9292968.779542
  nChanged 87
		SP:Iteration 43Q (156168.640000 sec): 3 clusters
  Score: Raw -9296639.517557 + Penalty 3655.009354 = -9292984.508203
  nChanged 70
		SP:Iteration 44Q (156169.240000 sec): 3 clusters
  Score: Raw -9296651.194994 + Penalty 3655.009354 = -9292996.185640
  nChanged 57
		SP:Iteration 45Q (156169.890000 sec): 3 clusters
  Score: Raw -9296660.293115 + Penalty 3655.009354 = -9293005.283760
  nChanged 52
		SP:Iteration 46Q (156170.510000 sec): 3 clusters
  Score: Raw -9296667.407028 + Penalty 3655.009354 = -9293012.397674
  nChanged 44
		SP:Iteration 47Q (156171.110000 sec): 3 clusters
  Score: Raw -9296672.745275 + Penalty 3655.009354 = -9293017.735921
  nChanged 31
		SP:Iteration 48Q (156171.750000 sec): 3 clusters
  Score: Raw -9296677.069105 + Penalty 3655.009354 = -9293022.059750
  nChanged 31
		SP:Iteration 49Q (156172.380000 sec): 3 clusters
  Score: Raw -9296680.569354 + Penalty 3655.009354 = -9293025.560000
  nChanged 23
		SP:Iteration 50Q (156172.980000 sec): 3 clusters
  Score: Raw -9296683.133897 + Penalty 3655.009354 = -9293028.124543
  nChanged 18
		SP:Iteration 51Q (156173.580000 sec): 3 clusters
  Score: Raw -9296684.988388 + Penalty 3655.009354 = -9293029.979034
  nChanged 15
		SP:Iteration 52Q (156174.220000 sec): 3 clusters
  Score: Raw -9296686.321606 + Penalty 3655.009354 = -9293031.312252
  nChanged 17
		SP:Iteration 53Q (156174.850000 sec): 3 clusters
  Score: Raw -9296688.347119 + Penalty 3655.009354 = -9293033.337764
  nChanged 16
		SP:Iteration 54Q (156175.450000 sec): 3 clusters
  Score: Raw -9296690.571645 + Penalty 3655.009354 = -9293035.562291
  nChanged 15
		SP:Iteration 55Q (156176.090000 sec): 3 clusters
  Score: Raw -9296692.077560 + Penalty 3655.009354 = -9293037.068206
  nChanged 11
		SP:Iteration 56Q (156176.710000 sec): 3 clusters
  Score: Raw -9296693.428859 + Penalty 3655.009354 = -9293038.419504
  nChanged 11
		SP:Iteration 57Q (156177.330000 sec): 3 clusters
  Score: Raw -9296694.986913 + Penalty 3655.009354 = -9293039.977559
  nChanged 15
		SP:Iteration 58Q (156177.930000 sec): 3 clusters
  Score: Raw -9296696.911052 + Penalty 3655.009354 = -9293041.901698
  nChanged 12
		SP:Iteration 59Q (156178.530000 sec): 3 clusters
  Score: Raw -9296698.458863 + Penalty 3655.009354 = -9293043.449509
  nChanged 15
		SP:Iteration 60F (156179.240000 sec): 3 clusters
  Score: Raw -9296700.365984 + Penalty 3655.009354 = -9293045.356630
  nChanged 12
		SP:Iteration 61Q (156179.840000 sec): 3 clusters
  Score: Raw -9296701.717906 + Penalty 3655.009354 = -9293046.708551
  nChanged 18
		SP:Iteration 62Q (156180.490000 sec): 3 clusters
  Score: Raw -9296703.722789 + Penalty 3655.009354 = -9293048.713435
  nChanged 10
		SP:Iteration 63Q (156181.110000 sec): 3 clusters
  Score: Raw -9296704.818053 + Penalty 3655.009354 = -9293049.808699
  nChanged 8
		SP:Iteration 64Q (156181.710000 sec): 3 clusters
  Score: Raw -9296705.563818 + Penalty 3655.009354 = -9293050.554463
  nChanged 5
		SP:Iteration 65Q (156182.350000 sec): 3 clusters
  Score: Raw -9296706.061375 + Penalty 3655.009354 = -9293051.052021
  nChanged 4
		SP:Iteration 66Q (156182.960000 sec): 3 clusters
  Score: Raw -9296706.456564 + Penalty 3655.009354 = -9293051.447209
  nChanged 3
		SP:Iteration 67Q (156183.560000 sec): 3 clusters
  Score: Raw -9296706.799404 + Penalty 3655.009354 = -9293051.790050
  nChanged 3
		SP:Iteration 68Q (156184.160000 sec): 3 clusters
  Score: Raw -9296707.052509 + Penalty 3655.009354 = -9293052.043155
  nChanged 3
		SP:Iteration 69Q (156184.760000 sec): 3 clusters
  Score: Raw -9296707.281091 + Penalty 3655.009354 = -9293052.271737
  nChanged 2
		SP:Iteration 70Q (156185.410000 sec): 3 clusters
  Score: Raw -9296707.418781 + Penalty 3655.009354 = -9293052.409427
  nChanged 1
		SP:Iteration 71Q (156186.030000 sec): 3 clusters
  Score: Raw -9296707.552629 + Penalty 3655.009354 = -9293052.543275
  nChanged 0
		SP:Iteration 72F (156186.700000 sec): 3 clusters
  Score: Raw -9296707.552629 + Penalty 3655.009354 = -9293052.543275
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156186.760000 sec): 2 clusters
  Score: Raw -459580.589087 + Penalty 1357.404994 = -458223.184093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156186.870000 sec): 3 clusters
  Score: Raw -457457.058210 + Penalty 2714.809987 = -454742.248223
  nChanged 1704
		SP:Iteration 1F (156186.950000 sec): 3 clusters
  Score: Raw -458644.049153 + Penalty 2714.809987 = -455929.239166
  nChanged 410
		SP:Iteration 2F (156187.020000 sec): 3 clusters
  Score: Raw -459013.414387 + Penalty 2714.809987 = -456298.604399
  nChanged 314
		SP:Iteration 3F (156187.100000 sec): 3 clusters
  Score: Raw -459311.557021 + Penalty 2714.809987 = -456596.747033
  nChanged 268
		SP:Iteration 4F (156187.180000 sec): 3 clusters
  Score: Raw -459542.537146 + Penalty 2714.809987 = -456827.727159
  nChanged 210
		SP:Iteration 5Q (156187.260000 sec): 3 clusters
  Score: Raw -459741.537880 + Penalty 2714.809987 = -457026.727892
  nChanged 175
		SP:Iteration 6Q (156187.330000 sec): 3 clusters
  Score: Raw -459891.298973 + Penalty 2714.809987 = -457176.488985
  nChanged 142
		SP:Iteration 7Q (156187.410000 sec): 3 clusters
  Score: Raw -459985.605305 + Penalty 2714.809987 = -457270.795318
  nChanged 115
		SP:Iteration 8Q (156187.490000 sec): 3 clusters
  Score: Raw -460064.939424 + Penalty 2714.809987 = -457350.129437
  nChanged 81
		SP:Iteration 9Q (156187.560000 sec): 3 clusters
  Score: Raw -460113.241715 + Penalty 2714.809987 = -457398.431728
  nChanged 69
		SP:Iteration 10Q (156187.640000 sec): 3 clusters
  Score: Raw -460158.332329 + Penalty 2714.809987 = -457443.522342
  nChanged 65
		SP:Iteration 11Q (156187.720000 sec): 3 clusters
  Score: Raw -460208.115117 + Penalty 2714.809987 = -457493.305129
  nChanged 59
		SP:Iteration 12Q (156187.790000 sec): 3 clusters
  Score: Raw -460245.505034 + Penalty 2714.809987 = -457530.695046
  nChanged 39
		SP:Iteration 13Q (156187.870000 sec): 3 clusters
  Score: Raw -460274.406401 + Penalty 2714.809987 = -457559.596414
  nChanged 44
		SP:Iteration 14Q (156187.940000 sec): 3 clusters
  Score: Raw -460296.553695 + Penalty 2714.809987 = -457581.743708
  nChanged 35
		SP:Iteration 15Q (156188.020000 sec): 3 clusters
  Score: Raw -460312.002721 + Penalty 2714.809987 = -457597.192734
  nChanged 25
		SP:Iteration 16Q (156188.090000 sec): 3 clusters
  Score: Raw -460324.512270 + Penalty 2714.809987 = -457609.702282
  nChanged 26
		SP:Iteration 17Q (156188.170000 sec): 3 clusters
  Score: Raw -460336.459697 + Penalty 2714.809987 = -457621.649709
  nChanged 19
		SP:Iteration 18Q (156188.250000 sec): 3 clusters
  Score: Raw -460347.128965 + Penalty 2714.809987 = -457632.318978
  nChanged 16
		SP:Iteration 19Q (156188.320000 sec): 3 clusters
  Score: Raw -460353.609873 + Penalty 2714.809987 = -457638.799886
  nChanged 15
		SP:Iteration 20F (156188.400000 sec): 3 clusters
  Score: Raw -460359.695020 + Penalty 2714.809987 = -457644.885033
  nChanged 10
		SP:Iteration 21Q (156188.480000 sec): 3 clusters
  Score: Raw -460363.465062 + Penalty 2714.809987 = -457648.655074
  nChanged 10
		SP:Iteration 22Q (156188.550000 sec): 3 clusters
  Score: Raw -460366.750661 + Penalty 2714.809987 = -457651.940674
  nChanged 8
		SP:Iteration 23Q (156188.620000 sec): 3 clusters
  Score: Raw -460369.363700 + Penalty 2714.809987 = -457654.553713
  nChanged 11
		SP:Iteration 24Q (156188.700000 sec): 3 clusters
  Score: Raw -460374.030020 + Penalty 2714.809987 = -457659.220032
  nChanged 12
		SP:Iteration 25Q (156188.780000 sec): 3 clusters
  Score: Raw -460378.947244 + Penalty 2714.809987 = -457664.137257
  nChanged 15
		SP:Iteration 26Q (156188.850000 sec): 3 clusters
  Score: Raw -460384.499102 + Penalty 2714.809987 = -457669.689114
  nChanged 12
		SP:Iteration 27Q (156188.920000 sec): 3 clusters
  Score: Raw -460387.859367 + Penalty 2714.809987 = -457673.049380
  nChanged 4
		SP:Iteration 28Q (156189.000000 sec): 3 clusters
  Score: Raw -460389.682182 + Penalty 2714.809987 = -457674.872194
  nChanged 4
		SP:Iteration 29Q (156189.080000 sec): 3 clusters
  Score: Raw -460391.161381 + Penalty 2714.809987 = -457676.351393
  nChanged 6
		SP:Iteration 30Q (156189.160000 sec): 3 clusters
  Score: Raw -460393.171485 + Penalty 2714.809987 = -457678.361497
  nChanged 4
		SP:Iteration 31Q (156189.230000 sec): 3 clusters
  Score: Raw -460393.970780 + Penalty 2714.809987 = -457679.160793
  nChanged 2
		SP:Iteration 32Q (156189.310000 sec): 3 clusters
  Score: Raw -460394.354124 + Penalty 2714.809987 = -457679.544137
  nChanged 0
		SP:Iteration 33F (156189.390000 sec): 3 clusters
  Score: Raw -460394.354124 + Penalty 2714.809987 = -457679.544137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156189.450000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156189.450000 sec): 3 clusters
  Score: Raw -54613.177181 + Penalty 1998.252196 = -52614.924985
  nChanged 101
		SP:Iteration 1F (156189.470000 sec): 3 clusters
  Score: Raw -54768.589968 + Penalty 1998.252196 = -52770.337772
  nChanged 26
		SP:Iteration 2F (156189.470000 sec): 3 clusters
  Score: Raw -54812.635125 + Penalty 1998.252196 = -52814.382929
  nChanged 12
		SP:Iteration 3Q (156189.480000 sec): 3 clusters
  Score: Raw -54834.456214 + Penalty 1998.252196 = -52836.204018
  nChanged 4
		SP:Iteration 4Q (156189.490000 sec): 3 clusters
  Score: Raw -54841.979413 + Penalty 1998.252196 = -52843.727217
  nChanged 5
		SP:Iteration 5Q (156189.500000 sec): 3 clusters
  Score: Raw -54848.054621 + Penalty 1998.252196 = -52849.802425
  nChanged 4
		SP:Iteration 6Q (156189.510000 sec): 3 clusters
  Score: Raw -54856.109289 + Penalty 1998.252196 = -52857.857093
  nChanged 3
		SP:Iteration 7Q (156189.520000 sec): 3 clusters
  Score: Raw -54862.025601 + Penalty 1998.252196 = -52863.773405
  nChanged 3
		SP:Iteration 8Q (156189.530000 sec): 3 clusters
  Score: Raw -54866.742145 + Penalty 1998.252196 = -52868.489949
  nChanged 2
		SP:Iteration 9Q (156189.540000 sec): 3 clusters
  Score: Raw -54871.781326 + Penalty 1998.252196 = -52873.529130
  nChanged 2
		SP:Iteration 10Q (156189.550000 sec): 3 clusters
  Score: Raw -54875.650506 + Penalty 1998.252196 = -52877.398310
  nChanged 0
		SP:Iteration 11F (156189.560000 sec): 3 clusters
  Score: Raw -54875.650506 + Penalty 1998.252196 = -52877.398310
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156189.620000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156189.630000 sec): 3 clusters
  Score: Raw -65217.580611 + Penalty 2059.468363 = -63158.112248
  nChanged 138
		SP:Iteration 1F (156189.650000 sec): 3 clusters
  Score: Raw -65386.869686 + Penalty 2059.468363 = -63327.401323
  nChanged 31
		SP:Iteration 2F (156189.650000 sec): 3 clusters
  Score: Raw -65428.594827 + Penalty 2059.468363 = -63369.126465
  nChanged 16
		SP:Iteration 3Q (156189.670000 sec): 3 clusters
  Score: Raw -65451.322087 + Penalty 2059.468363 = -63391.853724
  nChanged 14
		SP:Iteration 4Q (156189.680000 sec): 3 clusters
  Score: Raw -65468.510103 + Penalty 2059.468363 = -63409.041741
  nChanged 6
		SP:Iteration 5Q (156189.690000 sec): 3 clusters
  Score: Raw -65478.003248 + Penalty 2059.468363 = -63418.534885
  nChanged 2
		SP:Iteration 6Q (156189.700000 sec): 3 clusters
  Score: Raw -65479.264337 + Penalty 2059.468363 = -63419.795974
  nChanged 2
		SP:Iteration 7Q (156189.710000 sec): 3 clusters
  Score: Raw -65491.417974 + Penalty 2059.468363 = -63431.949611
  nChanged 3
		SP:Iteration 8Q (156189.720000 sec): 3 clusters
  Score: Raw -65504.240957 + Penalty 2059.468363 = -63444.772594
  nChanged 2
		SP:Iteration 9Q (156189.730000 sec): 3 clusters
  Score: Raw -65507.215013 + Penalty 2059.468363 = -63447.746651
  nChanged 0
		SP:Iteration 10F (156189.750000 sec): 3 clusters
  Score: Raw -65507.215013 + Penalty 2059.468363 = -63447.746651
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156189.840000 sec): 2 clusters
  Score: Raw -624870.693495 + Penalty 1393.174977 = -623477.518518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156189.950000 sec): 3 clusters
  Score: Raw -622094.491319 + Penalty 2786.349953 = -619308.141366
  nChanged 2147
		SP:Iteration 1F (156190.040000 sec): 3 clusters
  Score: Raw -623239.153674 + Penalty 2786.349953 = -620452.803721
  nChanged 370
		SP:Iteration 2F (156190.140000 sec): 3 clusters
  Score: Raw -623425.552578 + Penalty 2786.349953 = -620639.202625
  nChanged 298
		SP:Iteration 3F (156190.240000 sec): 3 clusters
  Score: Raw -623586.605785 + Penalty 2786.349953 = -620800.255832
  nChanged 216
		SP:Iteration 4Q (156190.330000 sec): 3 clusters
  Score: Raw -623701.400212 + Penalty 2786.349953 = -620915.050259
  nChanged 205
		SP:Iteration 5Q (156190.430000 sec): 3 clusters
  Score: Raw -623811.779797 + Penalty 2786.349953 = -621025.429844
  nChanged 198
		SP:Iteration 6Q (156190.530000 sec): 3 clusters
  Score: Raw -623917.852562 + Penalty 2786.349953 = -621131.502609
  nChanged 172
		SP:Iteration 7Q (156190.630000 sec): 3 clusters
  Score: Raw -624004.567321 + Penalty 2786.349953 = -621218.217368
  nChanged 148
		SP:Iteration 8Q (156190.730000 sec): 3 clusters
  Score: Raw -624074.080953 + Penalty 2786.349953 = -621287.731000
  nChanged 146
		SP:Iteration 9Q (156190.830000 sec): 3 clusters
  Score: Raw -624147.623563 + Penalty 2786.349953 = -621361.273610
  nChanged 133
		SP:Iteration 10Q (156190.920000 sec): 3 clusters
  Score: Raw -624202.173619 + Penalty 2786.349953 = -621415.823666
  nChanged 126
		SP:Iteration 11Q (156191.020000 sec): 3 clusters
  Score: Raw -624277.131545 + Penalty 2786.349953 = -621490.781592
  nChanged 136
		SP:Iteration 12Q (156191.120000 sec): 3 clusters
  Score: Raw -624348.594528 + Penalty 2786.349953 = -621562.244575
  nChanged 141
		SP:Iteration 13Q (156191.220000 sec): 3 clusters
  Score: Raw -624428.916459 + Penalty 2786.349953 = -621642.566506
  nChanged 138
		SP:Iteration 14Q (156191.310000 sec): 3 clusters
  Score: Raw -624505.888109 + Penalty 2786.349953 = -621719.538156
  nChanged 165
		SP:Iteration 15Q (156191.410000 sec): 3 clusters
  Score: Raw -624582.601610 + Penalty 2786.349953 = -621796.251657
  nChanged 156
		SP:Iteration 16Q (156191.510000 sec): 3 clusters
  Score: Raw -624669.032194 + Penalty 2786.349953 = -621882.682241
  nChanged 181
		SP:Iteration 17Q (156191.610000 sec): 3 clusters
  Score: Raw -624779.755597 + Penalty 2786.349953 = -621993.405644
  nChanged 208
		SP:Iteration 18Q (156191.700000 sec): 3 clusters
  Score: Raw -624921.547988 + Penalty 2786.349953 = -622135.198035
  nChanged 202
		SP:Iteration 19Q (156191.800000 sec): 3 clusters
  Score: Raw -625062.873432 + Penalty 2786.349953 = -622276.523479
  nChanged 175
		SP:Iteration 20F (156191.900000 sec): 3 clusters
  Score: Raw -625179.294063 + Penalty 2786.349953 = -622392.944110
  nChanged 148
		SP:Iteration 21Q (156191.990000 sec): 3 clusters
  Score: Raw -625269.001043 + Penalty 2786.349953 = -622482.651090
  nChanged 117
		SP:Iteration 22Q (156192.090000 sec): 3 clusters
  Score: Raw -625337.850091 + Penalty 2786.349953 = -622551.500138
  nChanged 79
		SP:Iteration 23Q (156192.190000 sec): 3 clusters
  Score: Raw -625382.751676 + Penalty 2786.349953 = -622596.401723
  nChanged 64
		SP:Iteration 24Q (156192.290000 sec): 3 clusters
  Score: Raw -625420.053541 + Penalty 2786.349953 = -622633.703588
  nChanged 62
		SP:Iteration 25Q (156192.390000 sec): 3 clusters
  Score: Raw -625462.323404 + Penalty 2786.349953 = -622675.973451
  nChanged 51
		SP:Iteration 26Q (156192.480000 sec): 3 clusters
  Score: Raw -625497.028227 + Penalty 2786.349953 = -622710.678274
  nChanged 38
		SP:Iteration 27Q (156192.580000 sec): 3 clusters
  Score: Raw -625524.774890 + Penalty 2786.349953 = -622738.424937
  nChanged 33
		SP:Iteration 28Q (156192.670000 sec): 3 clusters
  Score: Raw -625551.160342 + Penalty 2786.349953 = -622764.810389
  nChanged 38
		SP:Iteration 29Q (156192.770000 sec): 3 clusters
  Score: Raw -625580.082166 + Penalty 2786.349953 = -622793.732213
  nChanged 34
		SP:Iteration 30Q (156192.860000 sec): 3 clusters
  Score: Raw -625607.838783 + Penalty 2786.349953 = -622821.488830
  nChanged 23
		SP:Iteration 31Q (156192.950000 sec): 3 clusters
  Score: Raw -625633.191110 + Penalty 2786.349953 = -622846.841157
  nChanged 25
		SP:Iteration 32Q (156193.050000 sec): 3 clusters
  Score: Raw -625655.499757 + Penalty 2786.349953 = -622869.149803
  nChanged 24
		SP:Iteration 33Q (156193.140000 sec): 3 clusters
  Score: Raw -625680.312906 + Penalty 2786.349953 = -622893.962953
  nChanged 22
		SP:Iteration 34Q (156193.230000 sec): 3 clusters
  Score: Raw -625710.574718 + Penalty 2786.349953 = -622924.224765
  nChanged 22
		SP:Iteration 35Q (156193.330000 sec): 3 clusters
  Score: Raw -625759.500683 + Penalty 2786.349953 = -622973.150729
  nChanged 26
		SP:Iteration 36Q (156193.420000 sec): 3 clusters
  Score: Raw -625788.791556 + Penalty 2786.349953 = -623002.441603
  nChanged 18
		SP:Iteration 37Q (156193.510000 sec): 3 clusters
  Score: Raw -625804.604161 + Penalty 2786.349953 = -623018.254208
  nChanged 9
		SP:Iteration 38Q (156193.600000 sec): 3 clusters
  Score: Raw -625809.786470 + Penalty 2786.349953 = -623023.436517
  nChanged 6
		SP:Iteration 39Q (156193.690000 sec): 3 clusters
  Score: Raw -625813.390704 + Penalty 2786.349953 = -623027.040751
  nChanged 1
		SP:Iteration 40F (156193.790000 sec): 3 clusters
  Score: Raw -625813.611301 + Penalty 2786.349953 = -623027.261348
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 66 (9508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156193.910000 sec): 2 clusters
  Score: Raw -1234398.142231 + Penalty 1488.481935 = -1232909.660296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156194.090000 sec): 3 clusters
  Score: Raw -1228978.358132 + Penalty 2976.963869 = -1226001.394262
  nChanged 4063
		SP:Iteration 1F (156194.240000 sec): 3 clusters
  Score: Raw -1231145.779072 + Penalty 2976.963869 = -1228168.815203
  nChanged 577
		SP:Iteration 2F (156194.380000 sec): 3 clusters
  Score: Raw -1231414.389540 + Penalty 2976.963869 = -1228437.425671
  nChanged 522
		SP:Iteration 3F (156194.530000 sec): 3 clusters
  Score: Raw -1231677.975636 + Penalty 2976.963869 = -1228701.011767
  nChanged 497
		SP:Iteration 4F (156194.680000 sec): 3 clusters
  Score: Raw -1231965.924427 + Penalty 2976.963869 = -1228988.960558
  nChanged 559
		SP:Iteration 5F (156194.820000 sec): 3 clusters
  Score: Raw -1232322.492372 + Penalty 2976.963869 = -1229345.528503
  nChanged 550
		SP:Iteration 6F (156194.980000 sec): 3 clusters
  Score: Raw -1232754.276767 + Penalty 2976.963869 = -1229777.312898
  nChanged 607
		SP:Iteration 7F (156195.160000 sec): 3 clusters
  Score: Raw -1233283.061231 + Penalty 2976.963869 = -1230306.097362
  nChanged 524
		SP:Iteration 8F (156195.310000 sec): 3 clusters
  Score: Raw -1233779.057192 + Penalty 2976.963869 = -1230802.093323
  nChanged 348
		SP:Iteration 9Q (156195.440000 sec): 3 clusters
  Score: Raw -1234114.214252 + Penalty 2976.963869 = -1231137.250383
  nChanged 187
		SP:Iteration 10Q (156195.590000 sec): 3 clusters
  Score: Raw -1234304.967201 + Penalty 2976.963869 = -1231328.003332
  nChanged 101
		SP:Iteration 11Q (156195.730000 sec): 3 clusters
  Score: Raw -1234406.328467 + Penalty 2976.963869 = -1231429.364598
  nChanged 57
		SP:Iteration 12Q (156195.870000 sec): 3 clusters
  Score: Raw -1234478.971013 + Penalty 2976.963869 = -1231502.007144
  nChanged 23
		SP:Iteration 13Q (156196.000000 sec): 3 clusters
  Score: Raw -1234510.074323 + Penalty 2976.963869 = -1231533.110454
  nChanged 23
		SP:Iteration 14Q (156196.140000 sec): 3 clusters
  Score: Raw -1234538.889196 + Penalty 2976.963869 = -1231561.925327
  nChanged 12
		SP:Iteration 15Q (156196.310000 sec): 3 clusters
  Score: Raw -1234558.050839 + Penalty 2976.963869 = -1231581.086970
  nChanged 5
		SP:Iteration 16Q (156196.460000 sec): 3 clusters
  Score: Raw -1234566.528847 + Penalty 2976.963869 = -1231589.564978
  nChanged 6
		SP:Iteration 17Q (156196.590000 sec): 3 clusters
  Score: Raw -1234574.079995 + Penalty 2976.963869 = -1231597.116126
  nChanged 3
		SP:Iteration 18Q (156196.750000 sec): 3 clusters
  Score: Raw -1234577.585936 + Penalty 2976.963869 = -1231600.622067
  nChanged 0
		SP:Iteration 19F (156196.920000 sec): 3 clusters
  Score: Raw -1234577.585936 + Penalty 2976.963869 = -1231600.622067
  nChanged 0
Iteration 539Q (156511.380000 sec): 67 clusters
  Score: Raw -223664466.122038 + Penalty 155142.624087 = -223509323.497951
  nChanged 38
Iteration 540F (156936.810000 sec): 67 clusters
  Score: Raw -223664466.535702 + Penalty 155142.624087 = -223509323.911614
  nChanged 21
Iteration 541Q (157250.200000 sec): 67 clusters
  Score: Raw -223664466.876341 + Penalty 155142.624087 = -223509324.252254
  nChanged 36
Iteration 542Q (157564.490000 sec): 67 clusters
  Score: Raw -223664467.548498 + Penalty 155142.624087 = -223509324.924411
  nChanged 45
Iteration 543Q (157878.820000 sec): 67 clusters
  Score: Raw -223664468.409885 + Penalty 155142.624087 = -223509325.785797
  nChanged 38
Iteration 544Q (158193.940000 sec): 67 clusters
  Score: Raw -223664469.077017 + Penalty 155142.624087 = -223509326.452930
  nChanged 30
Iteration 545Q (158508.230000 sec): 67 clusters
  Score: Raw -223664469.714957 + Penalty 155142.624087 = -223509327.090870
  nChanged 18
Iteration 546Q (158821.760000 sec): 67 clusters
  Score: Raw -223664470.182808 + Penalty 155142.624087 = -223509327.558720
  nChanged 23
Iteration 547Q (159136.040000 sec): 67 clusters
  Score: Raw -223664470.734735 + Penalty 155142.624087 = -223509328.110648
  nChanged 22
Iteration 548Q (159449.540000 sec): 67 clusters
  Score: Raw -223664471.376492 + Penalty 155142.624087 = -223509328.752404
  nChanged 28
Iteration 549Q (159763.870000 sec): 67 clusters
  Score: Raw -223664471.932296 + Penalty 155142.624087 = -223509329.308209
  nChanged 29
Iteration 550Q (160078.260000 sec): 67 clusters
  Score: Raw -223664472.479431 + Penalty 155142.624087 = -223509329.855344
  nChanged 33
Iteration 551Q (160392.490000 sec): 67 clusters
  Score: Raw -223664473.270384 + Penalty 155142.624087 = -223509330.646297
  nChanged 34
Iteration 552Q (160707.430000 sec): 67 clusters
  Score: Raw -223664473.868584 + Penalty 155142.624087 = -223509331.244497
  nChanged 29
Iteration 553Q (161021.700000 sec): 67 clusters
  Score: Raw -223664474.435040 + Penalty 155142.624087 = -223509331.810953
  nChanged 30
Iteration 554Q (161335.970000 sec): 67 clusters
  Score: Raw -223664474.953735 + Penalty 155142.624087 = -223509332.329647
  nChanged 20
Iteration 555Q (161650.890000 sec): 67 clusters
  Score: Raw -223664475.295411 + Penalty 155142.624087 = -223509332.671324
  nChanged 23
Iteration 556Q (161965.820000 sec): 67 clusters
  Score: Raw -223664475.743807 + Penalty 155142.624087 = -223509333.119720
  nChanged 26
Iteration 557Q (162280.320000 sec): 67 clusters
  Score: Raw -223664476.864667 + Penalty 155142.624087 = -223509334.240580
  nChanged 26
Iteration 558Q (162594.540000 sec): 67 clusters
  Score: Raw -223664477.503029 + Penalty 155142.624087 = -223509334.878941
  nChanged 23
Iteration 559Q (162909.580000 sec): 67 clusters
  Score: Raw -223664478.063447 + Penalty 155142.624087 = -223509335.439359
  nChanged 22
Iteration 560F (163334.370000 sec): 67 clusters
  Score: Raw -223664478.734829 + Penalty 155142.624087 = -223509336.110741
  nChanged 23
Iteration 561Q (163648.630000 sec): 67 clusters
  Score: Raw -223664479.553749 + Penalty 155142.624087 = -223509336.929661
  nChanged 27
Iteration 562Q (163962.880000 sec): 67 clusters
  Score: Raw -223664480.331990 + Penalty 155142.624087 = -223509337.707903
  nChanged 35
Iteration 563Q (164276.330000 sec): 67 clusters
  Score: Raw -223664481.291637 + Penalty 155142.624087 = -223509338.667550
  nChanged 26
Iteration 564Q (164591.310000 sec): 67 clusters
  Score: Raw -223664481.934338 + Penalty 155142.624087 = -223509339.310251
  nChanged 28
Iteration 565Q (164905.620000 sec): 67 clusters
  Score: Raw -223664482.646489 + Penalty 155142.624087 = -223509340.022402
  nChanged 23
Iteration 566Q (165219.150000 sec): 67 clusters
  Score: Raw -223664483.147646 + Penalty 155142.624087 = -223509340.523558
  nChanged 26
Iteration 567Q (165534.230000 sec): 67 clusters
  Score: Raw -223664483.687142 + Penalty 155142.624087 = -223509341.063054
  nChanged 27
Iteration 568Q (165848.670000 sec): 67 clusters
  Score: Raw -223664484.156224 + Penalty 155142.624087 = -223509341.532137
  nChanged 23
Iteration 569Q (166162.360000 sec): 67 clusters
  Score: Raw -223664484.603204 + Penalty 155142.624087 = -223509341.979116
  nChanged 15
Iteration 570Q (166475.810000 sec): 67 clusters
  Score: Raw -223664484.853745 + Penalty 155142.624087 = -223509342.229658
  nChanged 11
Iteration 571Q (166789.500000 sec): 67 clusters
  Score: Raw -223664484.998653 + Penalty 155142.624087 = -223509342.374565
  nChanged 15
Iteration 572Q (167104.490000 sec): 67 clusters
  Score: Raw -223664485.190744 + Penalty 155142.624087 = -223509342.566656
  nChanged 22
Iteration 573Q (167417.950000 sec): 67 clusters
  Score: Raw -223664485.594417 + Penalty 155142.624087 = -223509342.970330
  nChanged 21
Iteration 574Q (167733.070000 sec): 67 clusters
  Score: Raw -223664486.239382 + Penalty 155142.624087 = -223509343.615295
  nChanged 30
Iteration 575Q (168047.370000 sec): 67 clusters
  Score: Raw -223664486.922498 + Penalty 155142.624087 = -223509344.298411
  nChanged 44
Iteration 576Q (168361.600000 sec): 67 clusters
  Score: Raw -223664487.921360 + Penalty 155142.624087 = -223509345.297273
  nChanged 35
Iteration 577Q (168675.100000 sec): 67 clusters
  Score: Raw -223664488.629995 + Penalty 155142.624087 = -223509346.005908
  nChanged 26
Iteration 578Q (168989.400000 sec): 67 clusters
  Score: Raw -223664489.033645 + Penalty 155142.624087 = -223509346.409558
  nChanged 24
Writing temp clu file 
Because OldScore, -223509346.005908, is greater than current (better) Score,-223509346.409558 
 Compute initial score before splitting:   Score: Raw -223664489.033645 + Penalty 155142.624087 = -223509346.409558
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (355887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168991.680000 sec): 2 clusters
  Score: Raw -42497800.384033 + Penalty 2077.134888 = -42495723.249144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168994.540000 sec): 3 clusters
  Score: Raw -42259474.414668 + Penalty 4154.269777 = -42255320.144891
  nChanged 173670
		SP:Iteration 1F (168997.420000 sec): 3 clusters
  Score: Raw -42363458.576740 + Penalty 4154.269777 = -42359304.306964
  nChanged 9655
		SP:Iteration 2Q (169000.320000 sec): 3 clusters
  Score: Raw -42365707.289824 + Penalty 4154.269777 = -42361553.020047
  nChanged 11957
		SP:Iteration 3Q (169003.270000 sec): 3 clusters
  Score: Raw -42369397.390383 + Penalty 4154.269777 = -42365243.120606
  nChanged 15979
		SP:Iteration 4Q (169006.230000 sec): 3 clusters
  Score: Raw -42376248.532147 + Penalty 4154.269777 = -42372094.262370
  nChanged 22163
		SP:Iteration 5F (169009.120000 sec): 3 clusters
  Score: Raw -42389138.365288 + Penalty 4154.269777 = -42384984.095511
  nChanged 28939
		SP:Iteration 6F (169011.980000 sec): 3 clusters
  Score: Raw -42411131.638979 + Penalty 4154.269777 = -42406977.369202
  nChanged 33025
		SP:Iteration 7F (169014.890000 sec): 3 clusters
  Score: Raw -42441584.252057 + Penalty 4154.269777 = -42437429.982281
  nChanged 28679
		SP:Iteration 8F (169017.770000 sec): 3 clusters
  Score: Raw -42470109.231554 + Penalty 4154.269777 = -42465954.961777
  nChanged 17595
		SP:Iteration 9Q (169020.560000 sec): 3 clusters
  Score: Raw -42487357.739355 + Penalty 4154.269777 = -42483203.469579
  nChanged 7720
		SP:Iteration 10Q (169023.190000 sec): 3 clusters
  Score: Raw -42494461.073355 + Penalty 4154.269777 = -42490306.803578
  nChanged 2734
		SP:Iteration 11Q (169025.700000 sec): 3 clusters
  Score: Raw -42496862.582669 + Penalty 4154.269777 = -42492708.312892
  nChanged 921
		SP:Iteration 12Q (169028.240000 sec): 3 clusters
  Score: Raw -42497680.519536 + Penalty 4154.269777 = -42493526.249759
  nChanged 405
		SP:Iteration 13Q (169030.770000 sec): 3 clusters
  Score: Raw -42498009.512624 + Penalty 4154.269777 = -42493855.242847
  nChanged 223
		SP:Iteration 14Q (169033.290000 sec): 3 clusters
  Score: Raw -42498178.757569 + Penalty 4154.269777 = -42494024.487792
  nChanged 155
		SP:Iteration 15Q (169035.810000 sec): 3 clusters
  Score: Raw -42498288.238693 + Penalty 4154.269777 = -42494133.968916
  nChanged 108
		SP:Iteration 16Q (169038.300000 sec): 3 clusters
  Score: Raw -42498360.906324 + Penalty 4154.269777 = -42494206.636547
  nChanged 85
		SP:Iteration 17Q (169040.820000 sec): 3 clusters
  Score: Raw -42498407.497554 + Penalty 4154.269777 = -42494253.227777
  nChanged 69
		SP:Iteration 18Q (169043.340000 sec): 3 clusters
  Score: Raw -42498437.036108 + Penalty 4154.269777 = -42494282.766331
  nChanged 50
		SP:Iteration 19Q (169045.860000 sec): 3 clusters
  Score: Raw -42498458.836266 + Penalty 4154.269777 = -42494304.566489
  nChanged 33
		SP:Iteration 20F (169048.690000 sec): 3 clusters
  Score: Raw -42498470.627988 + Penalty 4154.269777 = -42494316.358211
  nChanged 22
		SP:Iteration 21Q (169051.190000 sec): 3 clusters
  Score: Raw -42498478.658771 + Penalty 4154.269777 = -42494324.388994
  nChanged 22
		SP:Iteration 22Q (169053.690000 sec): 3 clusters
  Score: Raw -42498487.474638 + Penalty 4154.269777 = -42494333.204861
  nChanged 16
		SP:Iteration 23Q (169056.180000 sec): 3 clusters
  Score: Raw -42498494.907104 + Penalty 4154.269777 = -42494340.637328
  nChanged 15
		SP:Iteration 24Q (169058.700000 sec): 3 clusters
  Score: Raw -42498498.976624 + Penalty 4154.269777 = -42494344.706847
  nChanged 9
		SP:Iteration 25Q (169061.210000 sec): 3 clusters
  Score: Raw -42498501.815064 + Penalty 4154.269777 = -42494347.545288
  nChanged 9
		SP:Iteration 26Q (169063.730000 sec): 3 clusters
  Score: Raw -42498505.184402 + Penalty 4154.269777 = -42494350.914625
  nChanged 11
		SP:Iteration 27Q (169066.240000 sec): 3 clusters
  Score: Raw -42498508.428436 + Penalty 4154.269777 = -42494354.158659
  nChanged 7
		SP:Iteration 28Q (169068.760000 sec): 3 clusters
  Score: Raw -42498510.751554 + Penalty 4154.269777 = -42494356.481777
  nChanged 7
		SP:Iteration 29Q (169071.270000 sec): 3 clusters
  Score: Raw -42498511.969620 + Penalty 4154.269777 = -42494357.699843
  nChanged 5
		SP:Iteration 30Q (169073.790000 sec): 3 clusters
  Score: Raw -42498514.079349 + Penalty 4154.269777 = -42494359.809572
  nChanged 10
		SP:Iteration 31Q (169076.310000 sec): 3 clusters
  Score: Raw -42498517.528150 + Penalty 4154.269777 = -42494363.258373
  nChanged 9
		SP:Iteration 32Q (169078.810000 sec): 3 clusters
  Score: Raw -42498520.129927 + Penalty 4154.269777 = -42494365.860151
  nChanged 4
		SP:Iteration 33Q (169081.330000 sec): 3 clusters
  Score: Raw -42498522.805537 + Penalty 4154.269777 = -42494368.535760
  nChanged 6
		SP:Iteration 34Q (169083.840000 sec): 3 clusters
  Score: Raw -42498524.742968 + Penalty 4154.269777 = -42494370.473191
  nChanged 6
		SP:Iteration 35Q (169086.390000 sec): 3 clusters
  Score: Raw -42498525.931253 + Penalty 4154.269777 = -42494371.661476
  nChanged 5
		SP:Iteration 36Q (169088.880000 sec): 3 clusters
  Score: Raw -42498527.124168 + Penalty 4154.269777 = -42494372.854391
  nChanged 5
		SP:Iteration 37Q (169091.420000 sec): 3 clusters
  Score: Raw -42498529.203787 + Penalty 4154.269777 = -42494374.934010
  nChanged 4
		SP:Iteration 38Q (169093.970000 sec): 3 clusters
  Score: Raw -42498530.692536 + Penalty 4154.269777 = -42494376.422759
  nChanged 5
		SP:Iteration 39Q (169096.460000 sec): 3 clusters
  Score: Raw -42498531.936089 + Penalty 4154.269777 = -42494377.666312
  nChanged 3
		SP:Iteration 40F (169099.320000 sec): 3 clusters
  Score: Raw -42498532.438431 + Penalty 4154.269777 = -42494378.168655
  nChanged 3
		SP:Iteration 41Q (169101.870000 sec): 3 clusters
  Score: Raw -42498533.098980 + Penalty 4154.269777 = -42494378.829204
  nChanged 2
		SP:Iteration 42Q (169104.370000 sec): 3 clusters
  Score: Raw -42498533.579079 + Penalty 4154.269777 = -42494379.309302
  nChanged 2
		SP:Iteration 43Q (169106.920000 sec): 3 clusters
  Score: Raw -42498534.145817 + Penalty 4154.269777 = -42494379.876041
  nChanged 1
		SP:Iteration 44Q (169109.420000 sec): 3 clusters
  Score: Raw -42498534.386237 + Penalty 4154.269777 = -42494380.116460
  nChanged 0
		SP:Iteration 45F (169112.240000 sec): 3 clusters
  Score: Raw -42498534.386237 + Penalty 4154.269777 = -42494380.116460
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169112.460000 sec): 2 clusters
  Score: Raw -1295098.604621 + Penalty 1509.396991 = -1293589.207629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169112.650000 sec): 3 clusters
  Score: Raw -1288826.923802 + Penalty 3018.793983 = -1285808.129819
  nChanged 4757
		SP:Iteration 1F (169112.790000 sec): 3 clusters
  Score: Raw -1291363.982424 + Penalty 3018.793983 = -1288345.188442
  nChanged 628
		SP:Iteration 2F (169112.940000 sec): 3 clusters
  Score: Raw -1291619.399421 + Penalty 3018.793983 = -1288600.605438
  nChanged 512
		SP:Iteration 3Q (169113.130000 sec): 3 clusters
  Score: Raw -1291806.463084 + Penalty 3018.793983 = -1288787.669102
  nChanged 432
		SP:Iteration 4Q (169113.270000 sec): 3 clusters
  Score: Raw -1291965.230867 + Penalty 3018.793983 = -1288946.436884
  nChanged 404
		SP:Iteration 5Q (169113.440000 sec): 3 clusters
  Score: Raw -1292130.103305 + Penalty 3018.793983 = -1289111.309323
  nChanged 397
		SP:Iteration 6Q (169113.590000 sec): 3 clusters
  Score: Raw -1292308.892601 + Penalty 3018.793983 = -1289290.098618
  nChanged 416
		SP:Iteration 7Q (169113.760000 sec): 3 clusters
  Score: Raw -1292524.694682 + Penalty 3018.793983 = -1289505.900699
  nChanged 451
		SP:Iteration 8Q (169113.910000 sec): 3 clusters
  Score: Raw -1292794.703195 + Penalty 3018.793983 = -1289775.909213
  nChanged 523
		SP:Iteration 9Q (169114.070000 sec): 3 clusters
  Score: Raw -1293145.710259 + Penalty 3018.793983 = -1290126.916277
  nChanged 553
		SP:Iteration 10F (169114.260000 sec): 3 clusters
  Score: Raw -1293541.477224 + Penalty 3018.793983 = -1290522.683241
  nChanged 509
		SP:Iteration 11Q (169114.400000 sec): 3 clusters
  Score: Raw -1293949.001213 + Penalty 3018.793983 = -1290930.207231
  nChanged 459
		SP:Iteration 12Q (169114.570000 sec): 3 clusters
  Score: Raw -1294328.914264 + Penalty 3018.793983 = -1291310.120281
  nChanged 379
		SP:Iteration 13Q (169114.720000 sec): 3 clusters
  Score: Raw -1294670.399454 + Penalty 3018.793983 = -1291651.605472
  nChanged 261
		SP:Iteration 14Q (169114.870000 sec): 3 clusters
  Score: Raw -1294901.137117 + Penalty 3018.793983 = -1291882.343135
  nChanged 169
		SP:Iteration 15Q (169115.040000 sec): 3 clusters
  Score: Raw -1295048.331092 + Penalty 3018.793983 = -1292029.537109
  nChanged 85
		SP:Iteration 16Q (169115.180000 sec): 3 clusters
  Score: Raw -1295140.455554 + Penalty 3018.793983 = -1292121.661571
  nChanged 70
		SP:Iteration 17Q (169115.330000 sec): 3 clusters
  Score: Raw -1295214.236945 + Penalty 3018.793983 = -1292195.442962
  nChanged 34
		SP:Iteration 18Q (169115.500000 sec): 3 clusters
  Score: Raw -1295261.266108 + Penalty 3018.793983 = -1292242.472125
  nChanged 26
		SP:Iteration 19Q (169115.640000 sec): 3 clusters
  Score: Raw -1295284.913308 + Penalty 3018.793983 = -1292266.119326
  nChanged 16
		SP:Iteration 20F (169115.790000 sec): 3 clusters
  Score: Raw -1295302.083964 + Penalty 3018.793983 = -1292283.289981
  nChanged 10
		SP:Iteration 21Q (169116.050000 sec): 3 clusters
  Score: Raw -1295311.088543 + Penalty 3018.793983 = -1292292.294561
  nChanged 8
		SP:Iteration 22Q (169116.270000 sec): 3 clusters
  Score: Raw -1295318.139046 + Penalty 3018.793983 = -1292299.345064
  nChanged 6
		SP:Iteration 23Q (169116.490000 sec): 3 clusters
  Score: Raw -1295325.414387 + Penalty 3018.793983 = -1292306.620404
  nChanged 7
		SP:Iteration 24Q (169116.710000 sec): 3 clusters
  Score: Raw -1295330.805026 + Penalty 3018.793983 = -1292312.011043
  nChanged 4
		SP:Iteration 25Q (169116.920000 sec): 3 clusters
  Score: Raw -1295334.253396 + Penalty 3018.793983 = -1292315.459414
  nChanged 4
		SP:Iteration 26Q (169117.140000 sec): 3 clusters
  Score: Raw -1295339.126839 + Penalty 3018.793983 = -1292320.332856
  nChanged 6
		SP:Iteration 27Q (169117.350000 sec): 3 clusters
  Score: Raw -1295344.821641 + Penalty 3018.793983 = -1292326.027659
  nChanged 6
		SP:Iteration 28Q (169117.570000 sec): 3 clusters
  Score: Raw -1295351.450060 + Penalty 3018.793983 = -1292332.656078
  nChanged 4
		SP:Iteration 29Q (169117.790000 sec): 3 clusters
  Score: Raw -1295353.713138 + Penalty 3018.793983 = -1292334.919155
  nChanged 3
		SP:Iteration 30Q (169118.010000 sec): 3 clusters
  Score: Raw -1295356.309398 + Penalty 3018.793983 = -1292337.515415
  nChanged 2
		SP:Iteration 31Q (169118.220000 sec): 3 clusters
  Score: Raw -1295358.351239 + Penalty 3018.793983 = -1292339.557257
  nChanged 2
		SP:Iteration 32Q (169118.440000 sec): 3 clusters
  Score: Raw -1295360.092557 + Penalty 3018.793983 = -1292341.298575
  nChanged 0
		SP:Iteration 33F (169118.660000 sec): 3 clusters
  Score: Raw -1295360.092557 + Penalty 3018.793983 = -1292341.298575
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169118.790000 sec): 2 clusters
  Score: Raw -929474.107622 + Penalty 1439.784996 = -928034.322626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169119.010000 sec): 3 clusters
  Score: Raw -925643.991627 + Penalty 2879.569992 = -922764.421635
  nChanged 2924
		SP:Iteration 1F (169119.210000 sec): 3 clusters
  Score: Raw -927139.232420 + Penalty 2879.569992 = -924259.662429
  nChanged 404
		SP:Iteration 2F (169119.410000 sec): 3 clusters
  Score: Raw -927289.604471 + Penalty 2879.569992 = -924410.034480
  nChanged 277
		SP:Iteration 3Q (169119.610000 sec): 3 clusters
  Score: Raw -927379.577648 + Penalty 2879.569992 = -924500.007657
  nChanged 227
		SP:Iteration 4Q (169119.810000 sec): 3 clusters
  Score: Raw -927456.134666 + Penalty 2879.569992 = -924576.564675
  nChanged 209
		SP:Iteration 5Q (169120.010000 sec): 3 clusters
  Score: Raw -927530.199571 + Penalty 2879.569992 = -924650.629579
  nChanged 202
		SP:Iteration 6Q (169120.210000 sec): 3 clusters
  Score: Raw -927603.222297 + Penalty 2879.569992 = -924723.652305
  nChanged 182
		SP:Iteration 7Q (169120.420000 sec): 3 clusters
  Score: Raw -927668.249910 + Penalty 2879.569992 = -924788.679918
  nChanged 182
		SP:Iteration 8Q (169120.600000 sec): 3 clusters
  Score: Raw -927749.687405 + Penalty 2879.569992 = -924870.117413
  nChanged 203
		SP:Iteration 9Q (169120.710000 sec): 3 clusters
  Score: Raw -927841.036452 + Penalty 2879.569992 = -924961.466460
  nChanged 217
		SP:Iteration 10Q (169120.820000 sec): 3 clusters
  Score: Raw -927949.910182 + Penalty 2879.569992 = -925070.340190
  nChanged 255
		SP:Iteration 11Q (169120.930000 sec): 3 clusters
  Score: Raw -928075.364720 + Penalty 2879.569992 = -925195.794728
  nChanged 279
		SP:Iteration 12Q (169121.030000 sec): 3 clusters
  Score: Raw -928254.685935 + Penalty 2879.569992 = -925375.115944
  nChanged 312
		SP:Iteration 13Q (169121.140000 sec): 3 clusters
  Score: Raw -928461.617784 + Penalty 2879.569992 = -925582.047792
  nChanged 285
		SP:Iteration 14Q (169121.250000 sec): 3 clusters
  Score: Raw -928657.780527 + Penalty 2879.569992 = -925778.210535
  nChanged 282
		SP:Iteration 15Q (169121.360000 sec): 3 clusters
  Score: Raw -928877.849056 + Penalty 2879.569992 = -925998.279064
  nChanged 224
		SP:Iteration 16Q (169121.480000 sec): 3 clusters
  Score: Raw -929050.525397 + Penalty 2879.569992 = -926170.955405
  nChanged 181
		SP:Iteration 17Q (169121.600000 sec): 3 clusters
  Score: Raw -929202.861707 + Penalty 2879.569992 = -926323.291716
  nChanged 149
		SP:Iteration 18Q (169121.720000 sec): 3 clusters
  Score: Raw -929355.736542 + Penalty 2879.569992 = -926476.166551
  nChanged 100
		SP:Iteration 19Q (169121.830000 sec): 3 clusters
  Score: Raw -929473.503612 + Penalty 2879.569992 = -926593.933620
  nChanged 55
		SP:Iteration 20F (169121.950000 sec): 3 clusters
  Score: Raw -929526.446405 + Penalty 2879.569992 = -926646.876413
  nChanged 34
		SP:Iteration 21Q (169122.070000 sec): 3 clusters
  Score: Raw -929563.960071 + Penalty 2879.569992 = -926684.390080
  nChanged 21
		SP:Iteration 22Q (169122.180000 sec): 3 clusters
  Score: Raw -929584.569027 + Penalty 2879.569992 = -926704.999035
  nChanged 9
		SP:Iteration 23Q (169122.300000 sec): 3 clusters
  Score: Raw -929593.877692 + Penalty 2879.569992 = -926714.307701
  nChanged 8
		SP:Iteration 24Q (169122.410000 sec): 3 clusters
  Score: Raw -929601.083962 + Penalty 2879.569992 = -926721.513971
  nChanged 4
		SP:Iteration 25Q (169122.530000 sec): 3 clusters
  Score: Raw -929606.562938 + Penalty 2879.569992 = -926726.992946
  nChanged 5
		SP:Iteration 26Q (169122.640000 sec): 3 clusters
  Score: Raw -929613.477146 + Penalty 2879.569992 = -926733.907154
  nChanged 5
		SP:Iteration 27Q (169122.760000 sec): 3 clusters
  Score: Raw -929619.300290 + Penalty 2879.569992 = -926739.730299
  nChanged 4
		SP:Iteration 28Q (169122.870000 sec): 3 clusters
  Score: Raw -929624.737773 + Penalty 2879.569992 = -926745.167781
  nChanged 3
		SP:Iteration 29Q (169122.990000 sec): 3 clusters
  Score: Raw -929627.347959 + Penalty 2879.569992 = -926747.777967
  nChanged 1
		SP:Iteration 30Q (169123.100000 sec): 3 clusters
  Score: Raw -929628.451422 + Penalty 2879.569992 = -926748.881430
  nChanged 1
		SP:Iteration 31Q (169123.220000 sec): 3 clusters
  Score: Raw -929629.080240 + Penalty 2879.569992 = -926749.510248
  nChanged 0
		SP:Iteration 32F (169123.340000 sec): 3 clusters
  Score: Raw -929629.080240 + Penalty 2879.569992 = -926749.510248
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169123.470000 sec): 2 clusters
  Score: Raw -1067452.328053 + Penalty 1477.487746 = -1065974.840307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169123.600000 sec): 3 clusters
  Score: Raw -1062505.600696 + Penalty 2954.975492 = -1059550.625204
  nChanged 3750
		SP:Iteration 1F (169123.730000 sec): 3 clusters
  Score: Raw -1064738.431219 + Penalty 2954.975492 = -1061783.455727
  nChanged 698
		SP:Iteration 2F (169123.870000 sec): 3 clusters
  Score: Raw -1065179.664853 + Penalty 2954.975492 = -1062224.689361
  nChanged 646
		SP:Iteration 3F (169124.000000 sec): 3 clusters
  Score: Raw -1065560.354901 + Penalty 2954.975492 = -1062605.379409
  nChanged 558
		SP:Iteration 4F (169124.130000 sec): 3 clusters
  Score: Raw -1065897.008631 + Penalty 2954.975492 = -1062942.033139
  nChanged 501
		SP:Iteration 5F (169124.260000 sec): 3 clusters
  Score: Raw -1066192.461764 + Penalty 2954.975492 = -1063237.486272
  nChanged 426
		SP:Iteration 6Q (169124.400000 sec): 3 clusters
  Score: Raw -1066419.921352 + Penalty 2954.975492 = -1063464.945860
  nChanged 310
		SP:Iteration 7Q (169124.540000 sec): 3 clusters
  Score: Raw -1066574.053358 + Penalty 2954.975492 = -1063619.077866
  nChanged 260
		SP:Iteration 8Q (169124.680000 sec): 3 clusters
  Score: Raw -1066700.534668 + Penalty 2954.975492 = -1063745.559176
  nChanged 206
		SP:Iteration 9Q (169124.820000 sec): 3 clusters
  Score: Raw -1066796.226390 + Penalty 2954.975492 = -1063841.250898
  nChanged 157
		SP:Iteration 10Q (169124.960000 sec): 3 clusters
  Score: Raw -1066864.610423 + Penalty 2954.975492 = -1063909.634930
  nChanged 130
		SP:Iteration 11Q (169125.090000 sec): 3 clusters
  Score: Raw -1066912.268525 + Penalty 2954.975492 = -1063957.293033
  nChanged 100
		SP:Iteration 12Q (169125.220000 sec): 3 clusters
  Score: Raw -1066952.416170 + Penalty 2954.975492 = -1063997.440678
  nChanged 102
		SP:Iteration 13Q (169125.360000 sec): 3 clusters
  Score: Raw -1067002.342137 + Penalty 2954.975492 = -1064047.366645
  nChanged 107
		SP:Iteration 14Q (169125.490000 sec): 3 clusters
  Score: Raw -1067053.605579 + Penalty 2954.975492 = -1064098.630087
  nChanged 98
		SP:Iteration 15Q (169125.630000 sec): 3 clusters
  Score: Raw -1067099.676299 + Penalty 2954.975492 = -1064144.700807
  nChanged 87
		SP:Iteration 16Q (169125.760000 sec): 3 clusters
  Score: Raw -1067146.942638 + Penalty 2954.975492 = -1064191.967145
  nChanged 84
		SP:Iteration 17Q (169125.900000 sec): 3 clusters
  Score: Raw -1067186.100568 + Penalty 2954.975492 = -1064231.125076
  nChanged 77
		SP:Iteration 18Q (169126.020000 sec): 3 clusters
  Score: Raw -1067221.736115 + Penalty 2954.975492 = -1064266.760623
  nChanged 71
		SP:Iteration 19Q (169126.140000 sec): 3 clusters
  Score: Raw -1067252.270970 + Penalty 2954.975492 = -1064297.295478
  nChanged 63
		SP:Iteration 20F (169126.280000 sec): 3 clusters
  Score: Raw -1067275.902931 + Penalty 2954.975492 = -1064320.927439
  nChanged 52
		SP:Iteration 21Q (169126.430000 sec): 3 clusters
  Score: Raw -1067305.280076 + Penalty 2954.975492 = -1064350.304584
  nChanged 67
		SP:Iteration 22Q (169126.570000 sec): 3 clusters
  Score: Raw -1067334.789377 + Penalty 2954.975492 = -1064379.813885
  nChanged 50
		SP:Iteration 23Q (169126.720000 sec): 3 clusters
  Score: Raw -1067357.891332 + Penalty 2954.975492 = -1064402.915840
  nChanged 50
		SP:Iteration 24Q (169126.860000 sec): 3 clusters
  Score: Raw -1067378.646344 + Penalty 2954.975492 = -1064423.670852
  nChanged 48
		SP:Iteration 25Q (169126.990000 sec): 3 clusters
  Score: Raw -1067394.742104 + Penalty 2954.975492 = -1064439.766612
  nChanged 40
		SP:Iteration 26Q (169127.110000 sec): 3 clusters
  Score: Raw -1067408.391105 + Penalty 2954.975492 = -1064453.415613
  nChanged 30
		SP:Iteration 27Q (169127.230000 sec): 3 clusters
  Score: Raw -1067421.047295 + Penalty 2954.975492 = -1064466.071802
  nChanged 30
		SP:Iteration 28Q (169127.360000 sec): 3 clusters
  Score: Raw -1067432.961198 + Penalty 2954.975492 = -1064477.985706
  nChanged 28
		SP:Iteration 29Q (169127.490000 sec): 3 clusters
  Score: Raw -1067442.762548 + Penalty 2954.975492 = -1064487.787056
  nChanged 30
		SP:Iteration 30Q (169127.630000 sec): 3 clusters
  Score: Raw -1067452.865646 + Penalty 2954.975492 = -1064497.890154
  nChanged 22
		SP:Iteration 31Q (169127.760000 sec): 3 clusters
  Score: Raw -1067464.491706 + Penalty 2954.975492 = -1064509.516213
  nChanged 28
		SP:Iteration 32Q (169127.900000 sec): 3 clusters
  Score: Raw -1067475.373097 + Penalty 2954.975492 = -1064520.397605
  nChanged 30
		SP:Iteration 33Q (169128.030000 sec): 3 clusters
  Score: Raw -1067486.380490 + Penalty 2954.975492 = -1064531.404997
  nChanged 26
		SP:Iteration 34Q (169128.170000 sec): 3 clusters
  Score: Raw -1067497.834206 + Penalty 2954.975492 = -1064542.858714
  nChanged 22
		SP:Iteration 35Q (169128.300000 sec): 3 clusters
  Score: Raw -1067505.290833 + Penalty 2954.975492 = -1064550.315341
  nChanged 18
		SP:Iteration 36Q (169128.420000 sec): 3 clusters
  Score: Raw -1067513.286604 + Penalty 2954.975492 = -1064558.311111
  nChanged 19
		SP:Iteration 37Q (169128.540000 sec): 3 clusters
  Score: Raw -1067519.182898 + Penalty 2954.975492 = -1064564.207406
  nChanged 18
		SP:Iteration 38Q (169128.660000 sec): 3 clusters
  Score: Raw -1067524.630687 + Penalty 2954.975492 = -1064569.655195
  nChanged 17
		SP:Iteration 39Q (169128.800000 sec): 3 clusters
  Score: Raw -1067530.523170 + Penalty 2954.975492 = -1064575.547678
  nChanged 22
		SP:Iteration 40F (169128.950000 sec): 3 clusters
  Score: Raw -1067539.553727 + Penalty 2954.975492 = -1064584.578235
  nChanged 27
		SP:Iteration 41Q (169129.090000 sec): 3 clusters
  Score: Raw -1067550.309449 + Penalty 2954.975492 = -1064595.333957
  nChanged 27
		SP:Iteration 42Q (169129.230000 sec): 3 clusters
  Score: Raw -1067562.537677 + Penalty 2954.975492 = -1064607.562185
  nChanged 19
		SP:Iteration 43Q (169129.370000 sec): 3 clusters
  Score: Raw -1067569.788985 + Penalty 2954.975492 = -1064614.813492
  nChanged 20
		SP:Iteration 44Q (169129.510000 sec): 3 clusters
  Score: Raw -1067577.795225 + Penalty 2954.975492 = -1064622.819733
  nChanged 18
		SP:Iteration 45Q (169129.630000 sec): 3 clusters
  Score: Raw -1067583.203541 + Penalty 2954.975492 = -1064628.228049
  nChanged 13
		SP:Iteration 46Q (169129.740000 sec): 3 clusters
  Score: Raw -1067587.381371 + Penalty 2954.975492 = -1064632.405879
  nChanged 13
		SP:Iteration 47Q (169129.940000 sec): 3 clusters
  Score: Raw -1067591.539196 + Penalty 2954.975492 = -1064636.563704
  nChanged 11
		SP:Iteration 48Q (169130.070000 sec): 3 clusters
  Score: Raw -1067594.327201 + Penalty 2954.975492 = -1064639.351709
  nChanged 8
		SP:Iteration 49Q (169130.210000 sec): 3 clusters
  Score: Raw -1067596.179437 + Penalty 2954.975492 = -1064641.203945
  nChanged 8
		SP:Iteration 50Q (169130.330000 sec): 3 clusters
  Score: Raw -1067599.162078 + Penalty 2954.975492 = -1064644.186586
  nChanged 8
		SP:Iteration 51Q (169130.460000 sec): 3 clusters
  Score: Raw -1067601.890529 + Penalty 2954.975492 = -1064646.915037
  nChanged 8
		SP:Iteration 52Q (169130.580000 sec): 3 clusters
  Score: Raw -1067604.464741 + Penalty 2954.975492 = -1064649.489249
  nChanged 4
		SP:Iteration 53Q (169130.690000 sec): 3 clusters
  Score: Raw -1067605.969707 + Penalty 2954.975492 = -1064650.994215
  nChanged 3
		SP:Iteration 54Q (169130.810000 sec): 3 clusters
  Score: Raw -1067606.848848 + Penalty 2954.975492 = -1064651.873356
  nChanged 4
		SP:Iteration 55Q (169130.930000 sec): 3 clusters
  Score: Raw -1067608.539754 + Penalty 2954.975492 = -1064653.564262
  nChanged 5
		SP:Iteration 56Q (169131.060000 sec): 3 clusters
  Score: Raw -1067610.183009 + Penalty 2954.975492 = -1064655.207517
  nChanged 3
		SP:Iteration 57Q (169131.190000 sec): 3 clusters
  Score: Raw -1067610.857104 + Penalty 2954.975492 = -1064655.881611
  nChanged 5
		SP:Iteration 58Q (169131.310000 sec): 3 clusters
  Score: Raw -1067611.841489 + Penalty 2954.975492 = -1064656.865997
  nChanged 1
		SP:Iteration 59Q (169131.440000 sec): 3 clusters
  Score: Raw -1067611.919314 + Penalty 2954.975492 = -1064656.943822
  nChanged 1
		SP:Iteration 60F (169131.580000 sec): 3 clusters
  Score: Raw -1067612.331244 + Penalty 2954.975492 = -1064657.355752
  nChanged 3
		SP:Iteration 61Q (169131.710000 sec): 3 clusters
  Score: Raw -1067613.314418 + Penalty 2954.975492 = -1064658.338926
  nChanged 1
		SP:Iteration 62Q (169131.830000 sec): 3 clusters
  Score: Raw -1067613.473930 + Penalty 2954.975492 = -1064658.498438
  nChanged 1
		SP:Iteration 63Q (169131.970000 sec): 3 clusters
  Score: Raw -1067613.539037 + Penalty 2954.975492 = -1064658.563545
  nChanged 0
		SP:Iteration 64F (169132.100000 sec): 3 clusters
  Score: Raw -1067613.539037 + Penalty 2954.975492 = -1064658.563545
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169132.180000 sec): 2 clusters
  Score: Raw -264986.941918 + Penalty 1265.247171 = -263721.694747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169132.220000 sec): 3 clusters
  Score: Raw -263958.837173 + Penalty 2530.494342 = -261428.342831
  nChanged 863
		SP:Iteration 1F (169132.280000 sec): 3 clusters
  Score: Raw -264589.368935 + Penalty 2530.494342 = -262058.874593
  nChanged 191
		SP:Iteration 2F (169132.340000 sec): 3 clusters
  Score: Raw -264775.379242 + Penalty 2530.494342 = -262244.884900
  nChanged 152
		SP:Iteration 3F (169132.390000 sec): 3 clusters
  Score: Raw -264916.340064 + Penalty 2530.494342 = -262385.845722
  nChanged 128
		SP:Iteration 4F (169132.430000 sec): 3 clusters
  Score: Raw -265041.752479 + Penalty 2530.494342 = -262511.258137
  nChanged 110
		SP:Iteration 5Q (169132.480000 sec): 3 clusters
  Score: Raw -265160.789049 + Penalty 2530.494342 = -262630.294706
  nChanged 97
		SP:Iteration 6Q (169132.520000 sec): 3 clusters
  Score: Raw -265245.579339 + Penalty 2530.494342 = -262715.084996
  nChanged 67
		SP:Iteration 7Q (169132.560000 sec): 3 clusters
  Score: Raw -265293.051961 + Penalty 2530.494342 = -262762.557619
  nChanged 44
		SP:Iteration 8Q (169132.600000 sec): 3 clusters
  Score: Raw -265321.124315 + Penalty 2530.494342 = -262790.629972
  nChanged 39
		SP:Iteration 9Q (169132.650000 sec): 3 clusters
  Score: Raw -265350.298737 + Penalty 2530.494342 = -262819.804395
  nChanged 34
		SP:Iteration 10Q (169132.690000 sec): 3 clusters
  Score: Raw -265374.694440 + Penalty 2530.494342 = -262844.200098
  nChanged 26
		SP:Iteration 11Q (169132.730000 sec): 3 clusters
  Score: Raw -265394.837315 + Penalty 2530.494342 = -262864.342972
  nChanged 24
		SP:Iteration 12Q (169132.780000 sec): 3 clusters
  Score: Raw -265411.327970 + Penalty 2530.494342 = -262880.833628
  nChanged 30
		SP:Iteration 13Q (169132.820000 sec): 3 clusters
  Score: Raw -265432.655688 + Penalty 2530.494342 = -262902.161345
  nChanged 16
		SP:Iteration 14Q (169132.860000 sec): 3 clusters
  Score: Raw -265442.862059 + Penalty 2530.494342 = -262912.367717
  nChanged 17
		SP:Iteration 15Q (169132.910000 sec): 3 clusters
  Score: Raw -265452.722875 + Penalty 2530.494342 = -262922.228533
  nChanged 12
		SP:Iteration 16Q (169132.950000 sec): 3 clusters
  Score: Raw -265458.058034 + Penalty 2530.494342 = -262927.563691
  nChanged 11
		SP:Iteration 17Q (169133.000000 sec): 3 clusters
  Score: Raw -265465.513210 + Penalty 2530.494342 = -262935.018868
  nChanged 14
		SP:Iteration 18Q (169133.040000 sec): 3 clusters
  Score: Raw -265471.467273 + Penalty 2530.494342 = -262940.972931
  nChanged 9
		SP:Iteration 19Q (169133.080000 sec): 3 clusters
  Score: Raw -265474.791772 + Penalty 2530.494342 = -262944.297429
  nChanged 6
		SP:Iteration 20F (169133.120000 sec): 3 clusters
  Score: Raw -265476.937839 + Penalty 2530.494342 = -262946.443497
  nChanged 5
		SP:Iteration 21Q (169133.170000 sec): 3 clusters
  Score: Raw -265479.614965 + Penalty 2530.494342 = -262949.120623
  nChanged 4
		SP:Iteration 22Q (169133.210000 sec): 3 clusters
  Score: Raw -265480.658929 + Penalty 2530.494342 = -262950.164587
  nChanged 1
		SP:Iteration 23Q (169133.260000 sec): 3 clusters
  Score: Raw -265481.111670 + Penalty 2530.494342 = -262950.617328
  nChanged 2
		SP:Iteration 24Q (169133.300000 sec): 3 clusters
  Score: Raw -265481.783384 + Penalty 2530.494342 = -262951.289042
  nChanged 3
		SP:Iteration 25Q (169133.340000 sec): 3 clusters
  Score: Raw -265482.781074 + Penalty 2530.494342 = -262952.286732
  nChanged 5
		SP:Iteration 26Q (169133.380000 sec): 3 clusters
  Score: Raw -265484.394581 + Penalty 2530.494342 = -262953.900239
  nChanged 6
		SP:Iteration 27Q (169133.430000 sec): 3 clusters
  Score: Raw -265488.019064 + Penalty 2530.494342 = -262957.524721
  nChanged 6
		SP:Iteration 28Q (169133.470000 sec): 3 clusters
  Score: Raw -265492.532565 + Penalty 2530.494342 = -262962.038223
  nChanged 9
		SP:Iteration 29Q (169133.520000 sec): 3 clusters
  Score: Raw -265495.727639 + Penalty 2530.494342 = -262965.233297
  nChanged 4
		SP:Iteration 30Q (169133.560000 sec): 3 clusters
  Score: Raw -265497.078704 + Penalty 2530.494342 = -262966.584361
  nChanged 5
		SP:Iteration 31Q (169133.600000 sec): 3 clusters
  Score: Raw -265499.553731 + Penalty 2530.494342 = -262969.059389
  nChanged 2
		SP:Iteration 32Q (169133.650000 sec): 3 clusters
  Score: Raw -265500.506726 + Penalty 2530.494342 = -262970.012384
  nChanged 2
		SP:Iteration 33Q (169133.690000 sec): 3 clusters
  Score: Raw -265501.142322 + Penalty 2530.494342 = -262970.647980
  nChanged 1
		SP:Iteration 34Q (169133.730000 sec): 3 clusters
  Score: Raw -265501.599084 + Penalty 2530.494342 = -262971.104742
  nChanged 0
		SP:Iteration 35F (169133.780000 sec): 3 clusters
  Score: Raw -265501.599084 + Penalty 2530.494342 = -262971.104742
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169133.840000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169133.850000 sec): 3 clusters
  Score: Raw -71914.254655 + Penalty 2084.906512 = -69829.348144
  nChanged 163
		SP:Iteration 1F (169133.870000 sec): 3 clusters
  Score: Raw -72113.365321 + Penalty 2084.906512 = -70028.458809
  nChanged 42
		SP:Iteration 2F (169133.880000 sec): 3 clusters
  Score: Raw -72225.943020 + Penalty 2084.906512 = -70141.036508
  nChanged 32
		SP:Iteration 3F (169133.890000 sec): 3 clusters
  Score: Raw -72394.009902 + Penalty 2084.906512 = -70309.103390
  nChanged 44
		SP:Iteration 4F (169133.900000 sec): 3 clusters
  Score: Raw -72544.486357 + Penalty 2084.906512 = -70459.579845
  nChanged 48
		SP:Iteration 5F (169133.910000 sec): 3 clusters
  Score: Raw -72638.420261 + Penalty 2084.906512 = -70553.513750
  nChanged 37
		SP:Iteration 6F (169133.930000 sec): 3 clusters
  Score: Raw -72700.113267 + Penalty 2084.906512 = -70615.206756
  nChanged 22
		SP:Iteration 7Q (169133.940000 sec): 3 clusters
  Score: Raw -72739.893859 + Penalty 2084.906512 = -70654.987347
  nChanged 16
		SP:Iteration 8Q (169133.950000 sec): 3 clusters
  Score: Raw -72768.786732 + Penalty 2084.906512 = -70683.880220
  nChanged 11
		SP:Iteration 9Q (169133.960000 sec): 3 clusters
  Score: Raw -72792.321301 + Penalty 2084.906512 = -70707.414790
  nChanged 6
		SP:Iteration 10Q (169133.970000 sec): 3 clusters
  Score: Raw -72815.793130 + Penalty 2084.906512 = -70730.886618
  nChanged 5
		SP:Iteration 11Q (169133.990000 sec): 3 clusters
  Score: Raw -72823.753405 + Penalty 2084.906512 = -70738.846893
  nChanged 7
		SP:Iteration 12Q (169134.000000 sec): 3 clusters
  Score: Raw -72842.478548 + Penalty 2084.906512 = -70757.572037
  nChanged 6
		SP:Iteration 13Q (169134.010000 sec): 3 clusters
  Score: Raw -72854.350811 + Penalty 2084.906512 = -70769.444300
  nChanged 3
		SP:Iteration 14Q (169134.030000 sec): 3 clusters
  Score: Raw -72859.536108 + Penalty 2084.906512 = -70774.629596
  nChanged 2
		SP:Iteration 15Q (169134.040000 sec): 3 clusters
  Score: Raw -72861.745266 + Penalty 2084.906512 = -70776.838754
  nChanged 2
		SP:Iteration 16Q (169134.050000 sec): 3 clusters
  Score: Raw -72867.002209 + Penalty 2084.906512 = -70782.095697
  nChanged 1
		SP:Iteration 17Q (169134.060000 sec): 3 clusters
  Score: Raw -72871.419025 + Penalty 2084.906512 = -70786.512513
  nChanged 2
		SP:Iteration 18Q (169134.070000 sec): 3 clusters
  Score: Raw -72875.320956 + Penalty 2084.906512 = -70790.414444
  nChanged 0
		SP:Iteration 19F (169134.090000 sec): 3 clusters
  Score: Raw -72875.320956 + Penalty 2084.906512 = -70790.414444
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169134.210000 sec): 2 clusters
  Score: Raw -822144.674640 + Penalty 1440.153581 = -820704.521059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169134.320000 sec): 3 clusters
  Score: Raw -818281.525063 + Penalty 2880.307162 = -815401.217901
  nChanged 3011
		SP:Iteration 1F (169134.430000 sec): 3 clusters
  Score: Raw -819892.228141 + Penalty 2880.307162 = -817011.920979
  nChanged 514
		SP:Iteration 2F (169134.530000 sec): 3 clusters
  Score: Raw -820170.743444 + Penalty 2880.307162 = -817290.436281
  nChanged 383
		SP:Iteration 3F (169134.640000 sec): 3 clusters
  Score: Raw -820371.336648 + Penalty 2880.307162 = -817491.029485
  nChanged 361
		SP:Iteration 4F (169134.750000 sec): 3 clusters
  Score: Raw -820545.255009 + Penalty 2880.307162 = -817664.947846
  nChanged 285
		SP:Iteration 5Q (169134.870000 sec): 3 clusters
  Score: Raw -820695.607174 + Penalty 2880.307162 = -817815.300012
  nChanged 283
		SP:Iteration 6Q (169134.990000 sec): 3 clusters
  Score: Raw -820830.288677 + Penalty 2880.307162 = -817949.981515
  nChanged 248
		SP:Iteration 7Q (169135.120000 sec): 3 clusters
  Score: Raw -820953.059217 + Penalty 2880.307162 = -818072.752055
  nChanged 233
		SP:Iteration 8Q (169135.240000 sec): 3 clusters
  Score: Raw -821062.995135 + Penalty 2880.307162 = -818182.687973
  nChanged 208
		SP:Iteration 9Q (169135.360000 sec): 3 clusters
  Score: Raw -821161.714173 + Penalty 2880.307162 = -818281.407010
  nChanged 206
		SP:Iteration 10Q (169135.480000 sec): 3 clusters
  Score: Raw -821258.110506 + Penalty 2880.307162 = -818377.803343
  nChanged 176
		SP:Iteration 11Q (169135.600000 sec): 3 clusters
  Score: Raw -821342.586042 + Penalty 2880.307162 = -818462.278879
  nChanged 187
		SP:Iteration 12Q (169135.720000 sec): 3 clusters
  Score: Raw -821440.065840 + Penalty 2880.307162 = -818559.758678
  nChanged 180
		SP:Iteration 13Q (169135.850000 sec): 3 clusters
  Score: Raw -821537.015931 + Penalty 2880.307162 = -818656.708769
  nChanged 178
		SP:Iteration 14Q (169135.970000 sec): 3 clusters
  Score: Raw -821634.504332 + Penalty 2880.307162 = -818754.197169
  nChanged 166
		SP:Iteration 15Q (169136.090000 sec): 3 clusters
  Score: Raw -821732.746449 + Penalty 2880.307162 = -818852.439287
  nChanged 152
		SP:Iteration 16Q (169136.210000 sec): 3 clusters
  Score: Raw -821818.152891 + Penalty 2880.307162 = -818937.845729
  nChanged 130
		SP:Iteration 17Q (169136.330000 sec): 3 clusters
  Score: Raw -821901.051738 + Penalty 2880.307162 = -819020.744575
  nChanged 121
		SP:Iteration 18Q (169136.450000 sec): 3 clusters
  Score: Raw -821965.634578 + Penalty 2880.307162 = -819085.327416
  nChanged 103
		SP:Iteration 19Q (169136.570000 sec): 3 clusters
  Score: Raw -822019.844101 + Penalty 2880.307162 = -819139.536938
  nChanged 89
		SP:Iteration 20F (169136.690000 sec): 3 clusters
  Score: Raw -822067.478726 + Penalty 2880.307162 = -819187.171564
  nChanged 65
		SP:Iteration 21Q (169136.800000 sec): 3 clusters
  Score: Raw -822105.032078 + Penalty 2880.307162 = -819224.724915
  nChanged 56
		SP:Iteration 22Q (169136.920000 sec): 3 clusters
  Score: Raw -822136.732728 + Penalty 2880.307162 = -819256.425566
  nChanged 58
		SP:Iteration 23Q (169137.040000 sec): 3 clusters
  Score: Raw -822167.277157 + Penalty 2880.307162 = -819286.969994
  nChanged 47
		SP:Iteration 24Q (169137.160000 sec): 3 clusters
  Score: Raw -822190.866114 + Penalty 2880.307162 = -819310.558951
  nChanged 37
		SP:Iteration 25Q (169137.270000 sec): 3 clusters
  Score: Raw -822207.029071 + Penalty 2880.307162 = -819326.721909
  nChanged 33
		SP:Iteration 26Q (169137.390000 sec): 3 clusters
  Score: Raw -822223.444419 + Penalty 2880.307162 = -819343.137256
  nChanged 29
		SP:Iteration 27Q (169137.510000 sec): 3 clusters
  Score: Raw -822234.589062 + Penalty 2880.307162 = -819354.281899
  nChanged 20
		SP:Iteration 28Q (169137.630000 sec): 3 clusters
  Score: Raw -822242.358272 + Penalty 2880.307162 = -819362.051109
  nChanged 18
		SP:Iteration 29Q (169137.740000 sec): 3 clusters
  Score: Raw -822249.063571 + Penalty 2880.307162 = -819368.756409
  nChanged 19
		SP:Iteration 30Q (169137.860000 sec): 3 clusters
  Score: Raw -822257.221579 + Penalty 2880.307162 = -819376.914416
  nChanged 15
		SP:Iteration 31Q (169137.970000 sec): 3 clusters
  Score: Raw -822262.422658 + Penalty 2880.307162 = -819382.115495
  nChanged 11
		SP:Iteration 32Q (169138.090000 sec): 3 clusters
  Score: Raw -822265.780394 + Penalty 2880.307162 = -819385.473231
  nChanged 13
		SP:Iteration 33Q (169138.210000 sec): 3 clusters
  Score: Raw -822273.065213 + Penalty 2880.307162 = -819392.758050
  nChanged 16
		SP:Iteration 34Q (169138.320000 sec): 3 clusters
  Score: Raw -822281.370575 + Penalty 2880.307162 = -819401.063413
  nChanged 10
		SP:Iteration 35Q (169138.440000 sec): 3 clusters
  Score: Raw -822285.093383 + Penalty 2880.307162 = -819404.786221
  nChanged 10
		SP:Iteration 36Q (169138.550000 sec): 3 clusters
  Score: Raw -822289.782608 + Penalty 2880.307162 = -819409.475446
  nChanged 12
		SP:Iteration 37Q (169138.670000 sec): 3 clusters
  Score: Raw -822294.426315 + Penalty 2880.307162 = -819414.119153
  nChanged 10
		SP:Iteration 38Q (169138.790000 sec): 3 clusters
  Score: Raw -822298.773895 + Penalty 2880.307162 = -819418.466732
  nChanged 8
		SP:Iteration 39Q (169138.910000 sec): 3 clusters
  Score: Raw -822301.413816 + Penalty 2880.307162 = -819421.106654
  nChanged 6
		SP:Iteration 40F (169139.100000 sec): 3 clusters
  Score: Raw -822303.062770 + Penalty 2880.307162 = -819422.755608
  nChanged 3
		SP:Iteration 41Q (169139.310000 sec): 3 clusters
  Score: Raw -822304.460301 + Penalty 2880.307162 = -819424.153138
  nChanged 5
		SP:Iteration 42Q (169139.520000 sec): 3 clusters
  Score: Raw -822306.691893 + Penalty 2880.307162 = -819426.384730
  nChanged 3
		SP:Iteration 43Q (169139.720000 sec): 3 clusters
  Score: Raw -822308.650786 + Penalty 2880.307162 = -819428.343623
  nChanged 4
		SP:Iteration 44Q (169139.930000 sec): 3 clusters
  Score: Raw -822310.035547 + Penalty 2880.307162 = -819429.728385
  nChanged 2
		SP:Iteration 45Q (169140.130000 sec): 3 clusters
  Score: Raw -822310.432955 + Penalty 2880.307162 = -819430.125792
  nChanged 0
		SP:Iteration 46F (169140.330000 sec): 3 clusters
  Score: Raw -822310.432955 + Penalty 2880.307162 = -819430.125792
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169140.430000 sec): 2 clusters
  Score: Raw -704236.273884 + Penalty 1415.556006 = -702820.717878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169140.560000 sec): 3 clusters
  Score: Raw -700935.773679 + Penalty 2831.112012 = -698104.661667
  nChanged 2487
		SP:Iteration 1F (169140.660000 sec): 3 clusters
  Score: Raw -702322.943151 + Penalty 2831.112012 = -699491.831138
  nChanged 416
		SP:Iteration 2F (169140.760000 sec): 3 clusters
  Score: Raw -702526.018522 + Penalty 2831.112012 = -699694.906509
  nChanged 316
		SP:Iteration 3F (169140.860000 sec): 3 clusters
  Score: Raw -702675.569184 + Penalty 2831.112012 = -699844.457172
  nChanged 252
		SP:Iteration 4Q (169140.960000 sec): 3 clusters
  Score: Raw -702796.808450 + Penalty 2831.112012 = -699965.696438
  nChanged 219
		SP:Iteration 5Q (169141.070000 sec): 3 clusters
  Score: Raw -702919.430745 + Penalty 2831.112012 = -700088.318733
  nChanged 236
		SP:Iteration 6Q (169141.170000 sec): 3 clusters
  Score: Raw -703044.529136 + Penalty 2831.112012 = -700213.417123
  nChanged 222
		SP:Iteration 7Q (169141.270000 sec): 3 clusters
  Score: Raw -703165.837844 + Penalty 2831.112012 = -700334.725832
  nChanged 212
		SP:Iteration 8Q (169141.370000 sec): 3 clusters
  Score: Raw -703284.248926 + Penalty 2831.112012 = -700453.136914
  nChanged 221
		SP:Iteration 9Q (169141.470000 sec): 3 clusters
  Score: Raw -703410.439431 + Penalty 2831.112012 = -700579.327419
  nChanged 238
		SP:Iteration 10Q (169141.580000 sec): 3 clusters
  Score: Raw -703542.444379 + Penalty 2831.112012 = -700711.332367
  nChanged 219
		SP:Iteration 11Q (169141.680000 sec): 3 clusters
  Score: Raw -703681.191778 + Penalty 2831.112012 = -700850.079765
  nChanged 227
		SP:Iteration 12Q (169141.780000 sec): 3 clusters
  Score: Raw -703851.717483 + Penalty 2831.112012 = -701020.605470
  nChanged 229
		SP:Iteration 13Q (169141.870000 sec): 3 clusters
  Score: Raw -704015.720921 + Penalty 2831.112012 = -701184.608908
  nChanged 191
		SP:Iteration 14Q (169141.970000 sec): 3 clusters
  Score: Raw -704145.203891 + Penalty 2831.112012 = -701314.091879
  nChanged 159
		SP:Iteration 15Q (169142.070000 sec): 3 clusters
  Score: Raw -704254.986854 + Penalty 2831.112012 = -701423.874842
  nChanged 138
		SP:Iteration 16Q (169142.170000 sec): 3 clusters
  Score: Raw -704373.859246 + Penalty 2831.112012 = -701542.747233
  nChanged 124
		SP:Iteration 17Q (169142.270000 sec): 3 clusters
  Score: Raw -704484.134307 + Penalty 2831.112012 = -701653.022295
  nChanged 94
		SP:Iteration 18Q (169142.370000 sec): 3 clusters
  Score: Raw -704571.814428 + Penalty 2831.112012 = -701740.702416
  nChanged 71
		SP:Iteration 19Q (169142.470000 sec): 3 clusters
  Score: Raw -704638.965629 + Penalty 2831.112012 = -701807.853617
  nChanged 62
		SP:Iteration 20F (169142.570000 sec): 3 clusters
  Score: Raw -704688.862174 + Penalty 2831.112012 = -701857.750162
  nChanged 48
		SP:Iteration 21Q (169142.670000 sec): 3 clusters
  Score: Raw -704724.383157 + Penalty 2831.112012 = -701893.271145
  nChanged 48
		SP:Iteration 22Q (169142.760000 sec): 3 clusters
  Score: Raw -704757.282256 + Penalty 2831.112012 = -701926.170244
  nChanged 47
		SP:Iteration 23Q (169142.850000 sec): 3 clusters
  Score: Raw -704783.809997 + Penalty 2831.112012 = -701952.697985
  nChanged 37
		SP:Iteration 24Q (169142.950000 sec): 3 clusters
  Score: Raw -704810.444301 + Penalty 2831.112012 = -701979.332288
  nChanged 38
		SP:Iteration 25Q (169143.050000 sec): 3 clusters
  Score: Raw -704853.549939 + Penalty 2831.112012 = -702022.437927
  nChanged 38
		SP:Iteration 26Q (169143.140000 sec): 3 clusters
  Score: Raw -704884.021625 + Penalty 2831.112012 = -702052.909612
  nChanged 22
		SP:Iteration 27Q (169143.240000 sec): 3 clusters
  Score: Raw -704896.051962 + Penalty 2831.112012 = -702064.939949
  nChanged 15
		SP:Iteration 28Q (169143.330000 sec): 3 clusters
  Score: Raw -704901.908683 + Penalty 2831.112012 = -702070.796671
  nChanged 12
		SP:Iteration 29Q (169143.430000 sec): 3 clusters
  Score: Raw -704905.655936 + Penalty 2831.112012 = -702074.543924
  nChanged 8
		SP:Iteration 30Q (169143.520000 sec): 3 clusters
  Score: Raw -704907.783269 + Penalty 2831.112012 = -702076.671257
  nChanged 6
		SP:Iteration 31Q (169143.620000 sec): 3 clusters
  Score: Raw -704909.905046 + Penalty 2831.112012 = -702078.793034
  nChanged 5
		SP:Iteration 32Q (169143.730000 sec): 3 clusters
  Score: Raw -704911.390921 + Penalty 2831.112012 = -702080.278908
  nChanged 2
		SP:Iteration 33Q (169143.820000 sec): 3 clusters
  Score: Raw -704911.936450 + Penalty 2831.112012 = -702080.824438
  nChanged 4
		SP:Iteration 34Q (169143.910000 sec): 3 clusters
  Score: Raw -704913.384422 + Penalty 2831.112012 = -702082.272410
  nChanged 2
		SP:Iteration 35Q (169144.010000 sec): 3 clusters
  Score: Raw -704913.772219 + Penalty 2831.112012 = -702082.660206
  nChanged 1
		SP:Iteration 36Q (169144.120000 sec): 3 clusters
  Score: Raw -704913.929964 + Penalty 2831.112012 = -702082.817952
  nChanged 0
		SP:Iteration 37F (169144.220000 sec): 3 clusters
  Score: Raw -704913.929964 + Penalty 2831.112012 = -702082.817952
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169144.390000 sec): 2 clusters
  Score: Raw -1841769.046261 + Penalty 1574.964183 = -1840194.082079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169144.590000 sec): 3 clusters
  Score: Raw -1832221.624790 + Penalty 3149.928365 = -1829071.696425
  nChanged 7170
		SP:Iteration 1F (169144.770000 sec): 3 clusters
  Score: Raw -1836247.139837 + Penalty 3149.928365 = -1833097.211471
  nChanged 926
		SP:Iteration 2F (169144.960000 sec): 3 clusters
  Score: Raw -1836636.992084 + Penalty 3149.928365 = -1833487.063718
  nChanged 873
		SP:Iteration 3F (169145.150000 sec): 3 clusters
  Score: Raw -1837008.001858 + Penalty 3149.928365 = -1833858.073493
  nChanged 803
		SP:Iteration 4Q (169145.350000 sec): 3 clusters
  Score: Raw -1837365.661153 + Penalty 3149.928365 = -1834215.732788
  nChanged 749
		SP:Iteration 5Q (169145.560000 sec): 3 clusters
  Score: Raw -1837701.078737 + Penalty 3149.928365 = -1834551.150372
  nChanged 771
		SP:Iteration 6Q (169145.820000 sec): 3 clusters
  Score: Raw -1838078.217991 + Penalty 3149.928365 = -1834928.289626
  nChanged 736
		SP:Iteration 7Q (169146.040000 sec): 3 clusters
  Score: Raw -1838471.421145 + Penalty 3149.928365 = -1835321.492780
  nChanged 714
		SP:Iteration 8Q (169146.230000 sec): 3 clusters
  Score: Raw -1838862.821151 + Penalty 3149.928365 = -1835712.892785
  nChanged 687
		SP:Iteration 9Q (169146.430000 sec): 3 clusters
  Score: Raw -1839309.042559 + Penalty 3149.928365 = -1836159.114194
  nChanged 685
		SP:Iteration 10Q (169146.610000 sec): 3 clusters
  Score: Raw -1839780.685501 + Penalty 3149.928365 = -1836630.757135
  nChanged 685
		SP:Iteration 11Q (169146.810000 sec): 3 clusters
  Score: Raw -1840296.675971 + Penalty 3149.928365 = -1837146.747606
  nChanged 628
		SP:Iteration 12Q (169147.000000 sec): 3 clusters
  Score: Raw -1840818.258230 + Penalty 3149.928365 = -1837668.329864
  nChanged 527
		SP:Iteration 13Q (169147.250000 sec): 3 clusters
  Score: Raw -1841225.183467 + Penalty 3149.928365 = -1838075.255101
  nChanged 435
		SP:Iteration 14Q (169147.470000 sec): 3 clusters
  Score: Raw -1841518.282583 + Penalty 3149.928365 = -1838368.354218
  nChanged 308
		SP:Iteration 15Q (169147.670000 sec): 3 clusters
  Score: Raw -1841680.941688 + Penalty 3149.928365 = -1838531.013323
  nChanged 224
		SP:Iteration 16Q (169147.850000 sec): 3 clusters
  Score: Raw -1841792.117292 + Penalty 3149.928365 = -1838642.188927
  nChanged 178
		SP:Iteration 17Q (169148.030000 sec): 3 clusters
  Score: Raw -1841878.151147 + Penalty 3149.928365 = -1838728.222782
  nChanged 153
		SP:Iteration 18Q (169148.230000 sec): 3 clusters
  Score: Raw -1841945.677677 + Penalty 3149.928365 = -1838795.749311
  nChanged 122
		SP:Iteration 19Q (169148.410000 sec): 3 clusters
  Score: Raw -1841992.298498 + Penalty 3149.928365 = -1838842.370133
  nChanged 103
		SP:Iteration 20F (169148.620000 sec): 3 clusters
  Score: Raw -1842035.386481 + Penalty 3149.928365 = -1838885.458116
  nChanged 92
		SP:Iteration 21Q (169148.800000 sec): 3 clusters
  Score: Raw -1842073.265727 + Penalty 3149.928365 = -1838923.337362
  nChanged 82
		SP:Iteration 22Q (169148.970000 sec): 3 clusters
  Score: Raw -1842113.720605 + Penalty 3149.928365 = -1838963.792240
  nChanged 83
		SP:Iteration 23Q (169149.150000 sec): 3 clusters
  Score: Raw -1842152.283152 + Penalty 3149.928365 = -1839002.354787
  nChanged 71
		SP:Iteration 24Q (169149.350000 sec): 3 clusters
  Score: Raw -1842178.048606 + Penalty 3149.928365 = -1839028.120241
  nChanged 55
		SP:Iteration 25Q (169149.520000 sec): 3 clusters
  Score: Raw -1842197.814474 + Penalty 3149.928365 = -1839047.886108
  nChanged 48
		SP:Iteration 26Q (169149.720000 sec): 3 clusters
  Score: Raw -1842215.947190 + Penalty 3149.928365 = -1839066.018825
  nChanged 37
		SP:Iteration 27Q (169149.900000 sec): 3 clusters
  Score: Raw -1842227.858260 + Penalty 3149.928365 = -1839077.929894
  nChanged 29
		SP:Iteration 28Q (169150.100000 sec): 3 clusters
  Score: Raw -1842236.640027 + Penalty 3149.928365 = -1839086.711661
  nChanged 25
		SP:Iteration 29Q (169150.270000 sec): 3 clusters
  Score: Raw -1842242.730088 + Penalty 3149.928365 = -1839092.801722
  nChanged 22
		SP:Iteration 30Q (169150.470000 sec): 3 clusters
  Score: Raw -1842247.956438 + Penalty 3149.928365 = -1839098.028073
  nChanged 11
		SP:Iteration 31Q (169150.650000 sec): 3 clusters
  Score: Raw -1842250.159246 + Penalty 3149.928365 = -1839100.230881
  nChanged 10
		SP:Iteration 32Q (169150.850000 sec): 3 clusters
  Score: Raw -1842253.215193 + Penalty 3149.928365 = -1839103.286827
  nChanged 14
		SP:Iteration 33Q (169151.030000 sec): 3 clusters
  Score: Raw -1842255.937773 + Penalty 3149.928365 = -1839106.009407
  nChanged 8
		SP:Iteration 34Q (169151.230000 sec): 3 clusters
  Score: Raw -1842257.246069 + Penalty 3149.928365 = -1839107.317704
  nChanged 9
		SP:Iteration 35Q (169151.400000 sec): 3 clusters
  Score: Raw -1842259.958772 + Penalty 3149.928365 = -1839110.030407
  nChanged 11
		SP:Iteration 36Q (169151.600000 sec): 3 clusters
  Score: Raw -1842263.021578 + Penalty 3149.928365 = -1839113.093212
  nChanged 14
		SP:Iteration 37Q (169151.770000 sec): 3 clusters
  Score: Raw -1842265.780394 + Penalty 3149.928365 = -1839115.852029
  nChanged 6
		SP:Iteration 38Q (169151.970000 sec): 3 clusters
  Score: Raw -1842267.180977 + Penalty 3149.928365 = -1839117.252612
  nChanged 3
		SP:Iteration 39Q (169152.170000 sec): 3 clusters
  Score: Raw -1842267.797395 + Penalty 3149.928365 = -1839117.869029
  nChanged 3
		SP:Iteration 40F (169152.360000 sec): 3 clusters
  Score: Raw -1842268.218653 + Penalty 3149.928365 = -1839118.290288
  nChanged 2
		SP:Iteration 41Q (169152.530000 sec): 3 clusters
  Score: Raw -1842268.957267 + Penalty 3149.928365 = -1839119.028902
  nChanged 2
		SP:Iteration 42Q (169152.740000 sec): 3 clusters
  Score: Raw -1842270.048769 + Penalty 3149.928365 = -1839120.120404
  nChanged 1
		SP:Iteration 43Q (169152.910000 sec): 3 clusters
  Score: Raw -1842270.163582 + Penalty 3149.928365 = -1839120.235217
  nChanged 0
		SP:Iteration 44F (169153.130000 sec): 3 clusters
  Score: Raw -1842270.163582 + Penalty 3149.928365 = -1839120.235217
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169153.310000 sec): 2 clusters
  Score: Raw -2320090.377453 + Penalty 1610.458333 = -2318479.919120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169153.580000 sec): 3 clusters
  Score: Raw -2308044.650855 + Penalty 3220.916666 = -2304823.734189
  nChanged 9075
		SP:Iteration 1F (169153.820000 sec): 3 clusters
  Score: Raw -2313024.367334 + Penalty 3220.916666 = -2309803.450668
  nChanged 936
		SP:Iteration 2Q (169154.080000 sec): 3 clusters
  Score: Raw -2313333.950501 + Penalty 3220.916666 = -2310113.033835
  nChanged 864
		SP:Iteration 3Q (169154.340000 sec): 3 clusters
  Score: Raw -2313651.202261 + Penalty 3220.916666 = -2310430.285595
  nChanged 806
		SP:Iteration 4Q (169154.600000 sec): 3 clusters
  Score: Raw -2313974.948290 + Penalty 3220.916666 = -2310754.031624
  nChanged 828
		SP:Iteration 5Q (169154.840000 sec): 3 clusters
  Score: Raw -2314312.179871 + Penalty 3220.916666 = -2311091.263205
  nChanged 859
		SP:Iteration 6Q (169155.090000 sec): 3 clusters
  Score: Raw -2314700.393022 + Penalty 3220.916666 = -2311479.476356
  nChanged 871
		SP:Iteration 7Q (169155.330000 sec): 3 clusters
  Score: Raw -2315135.037294 + Penalty 3220.916666 = -2311914.120629
  nChanged 952
		SP:Iteration 8Q (169155.560000 sec): 3 clusters
  Score: Raw -2315670.935822 + Penalty 3220.916666 = -2312450.019156
  nChanged 1110
		SP:Iteration 9F (169155.830000 sec): 3 clusters
  Score: Raw -2316357.100338 + Penalty 3220.916666 = -2313136.183673
  nChanged 1098
		SP:Iteration 10F (169156.090000 sec): 3 clusters
  Score: Raw -2317077.742554 + Penalty 3220.916666 = -2313856.825888
  nChanged 1066
		SP:Iteration 11F (169156.330000 sec): 3 clusters
  Score: Raw -2317824.198926 + Penalty 3220.916666 = -2314603.282261
  nChanged 986
		SP:Iteration 12Q (169156.560000 sec): 3 clusters
  Score: Raw -2318544.831944 + Penalty 3220.916666 = -2315323.915278
  nChanged 777
		SP:Iteration 13Q (169156.800000 sec): 3 clusters
  Score: Raw -2319131.094072 + Penalty 3220.916666 = -2315910.177406
  nChanged 575
		SP:Iteration 14Q (169157.020000 sec): 3 clusters
  Score: Raw -2319542.414299 + Penalty 3220.916666 = -2316321.497633
  nChanged 376
		SP:Iteration 15Q (169157.260000 sec): 3 clusters
  Score: Raw -2319799.059854 + Penalty 3220.916666 = -2316578.143188
  nChanged 263
		SP:Iteration 16Q (169157.470000 sec): 3 clusters
  Score: Raw -2319999.116099 + Penalty 3220.916666 = -2316778.199433
  nChanged 193
		SP:Iteration 17Q (169157.720000 sec): 3 clusters
  Score: Raw -2320135.862696 + Penalty 3220.916666 = -2316914.946030
  nChanged 143
		SP:Iteration 18Q (169157.940000 sec): 3 clusters
  Score: Raw -2320239.341503 + Penalty 3220.916666 = -2317018.424837
  nChanged 105
		SP:Iteration 19Q (169158.180000 sec): 3 clusters
  Score: Raw -2320313.354032 + Penalty 3220.916666 = -2317092.437367
  nChanged 65
		SP:Iteration 20F (169158.420000 sec): 3 clusters
  Score: Raw -2320364.026491 + Penalty 3220.916666 = -2317143.109825
  nChanged 45
		SP:Iteration 21Q (169158.630000 sec): 3 clusters
  Score: Raw -2320394.055775 + Penalty 3220.916666 = -2317173.139109
  nChanged 32
		SP:Iteration 22Q (169158.860000 sec): 3 clusters
  Score: Raw -2320413.817929 + Penalty 3220.916666 = -2317192.901264
  nChanged 21
		SP:Iteration 23Q (169159.060000 sec): 3 clusters
  Score: Raw -2320425.833930 + Penalty 3220.916666 = -2317204.917264
  nChanged 17
		SP:Iteration 24Q (169159.280000 sec): 3 clusters
  Score: Raw -2320433.522402 + Penalty 3220.916666 = -2317212.605736
  nChanged 13
		SP:Iteration 25Q (169159.520000 sec): 3 clusters
  Score: Raw -2320440.546387 + Penalty 3220.916666 = -2317219.629722
  nChanged 14
		SP:Iteration 26Q (169159.750000 sec): 3 clusters
  Score: Raw -2320448.754643 + Penalty 3220.916666 = -2317227.837977
  nChanged 12
		SP:Iteration 27Q (169159.960000 sec): 3 clusters
  Score: Raw -2320457.547685 + Penalty 3220.916666 = -2317236.631020
  nChanged 12
		SP:Iteration 28Q (169160.170000 sec): 3 clusters
  Score: Raw -2320466.539168 + Penalty 3220.916666 = -2317245.622502
  nChanged 9
		SP:Iteration 29Q (169160.400000 sec): 3 clusters
  Score: Raw -2320472.693197 + Penalty 3220.916666 = -2317251.776532
  nChanged 10
		SP:Iteration 30Q (169160.620000 sec): 3 clusters
  Score: Raw -2320481.725945 + Penalty 3220.916666 = -2317260.809279
  nChanged 17
		SP:Iteration 31Q (169160.860000 sec): 3 clusters
  Score: Raw -2320493.928806 + Penalty 3220.916666 = -2317273.012141
  nChanged 14
		SP:Iteration 32Q (169161.080000 sec): 3 clusters
  Score: Raw -2320509.556349 + Penalty 3220.916666 = -2317288.639683
  nChanged 14
		SP:Iteration 33Q (169161.290000 sec): 3 clusters
  Score: Raw -2320525.177185 + Penalty 3220.916666 = -2317304.260520
  nChanged 16
		SP:Iteration 34Q (169161.510000 sec): 3 clusters
  Score: Raw -2320537.704361 + Penalty 3220.916666 = -2317316.787695
  nChanged 13
		SP:Iteration 35Q (169161.740000 sec): 3 clusters
  Score: Raw -2320547.612994 + Penalty 3220.916666 = -2317326.696329
  nChanged 13
		SP:Iteration 36Q (169161.970000 sec): 3 clusters
  Score: Raw -2320559.242807 + Penalty 3220.916666 = -2317338.326141
  nChanged 12
		SP:Iteration 37Q (169162.180000 sec): 3 clusters
  Score: Raw -2320568.707236 + Penalty 3220.916666 = -2317347.790570
  nChanged 14
		SP:Iteration 38Q (169162.420000 sec): 3 clusters
  Score: Raw -2320575.931268 + Penalty 3220.916666 = -2317355.014602
  nChanged 5
		SP:Iteration 39Q (169162.620000 sec): 3 clusters
  Score: Raw -2320578.668079 + Penalty 3220.916666 = -2317357.751413
  nChanged 3
		SP:Iteration 40F (169162.870000 sec): 3 clusters
  Score: Raw -2320579.971693 + Penalty 3220.916666 = -2317359.055027
  nChanged 4
		SP:Iteration 41Q (169163.080000 sec): 3 clusters
  Score: Raw -2320582.992473 + Penalty 3220.916666 = -2317362.075807
  nChanged 7
		SP:Iteration 42Q (169163.300000 sec): 3 clusters
  Score: Raw -2320587.545442 + Penalty 3220.916666 = -2317366.628776
  nChanged 4
		SP:Iteration 43Q (169163.510000 sec): 3 clusters
  Score: Raw -2320589.500672 + Penalty 3220.916666 = -2317368.584007
  nChanged 2
		SP:Iteration 44Q (169163.730000 sec): 3 clusters
  Score: Raw -2320590.778902 + Penalty 3220.916666 = -2317369.862237
  nChanged 0
		SP:Iteration 45F (169163.960000 sec): 3 clusters
  Score: Raw -2320590.778902 + Penalty 3220.916666 = -2317369.862237
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169164.210000 sec): 2 clusters
  Score: Raw -4005082.928150 + Penalty 1689.858376 = -4003393.069773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169164.580000 sec): 3 clusters
  Score: Raw -3984745.772506 + Penalty 3379.716753 = -3981366.055754
  nChanged 15063
		SP:Iteration 1F (169164.910000 sec): 3 clusters
  Score: Raw -3993355.955062 + Penalty 3379.716753 = -3989976.238309
  nChanged 1475
		SP:Iteration 2Q (169165.240000 sec): 3 clusters
  Score: Raw -3993940.847987 + Penalty 3379.716753 = -3990561.131235
  nChanged 1637
		SP:Iteration 3Q (169165.630000 sec): 3 clusters
  Score: Raw -3994742.898002 + Penalty 3379.716753 = -3991363.181249
  nChanged 1908
		SP:Iteration 4F (169165.980000 sec): 3 clusters
  Score: Raw -3995995.329241 + Penalty 3379.716753 = -3992615.612489
  nChanged 2250
		SP:Iteration 5F (169166.310000 sec): 3 clusters
  Score: Raw -3997707.477047 + Penalty 3379.716753 = -3994327.760294
  nChanged 2331
		SP:Iteration 6F (169166.690000 sec): 3 clusters
  Score: Raw -3999689.005952 + Penalty 3379.716753 = -3996309.289199
  nChanged 2191
		SP:Iteration 7F (169167.040000 sec): 3 clusters
  Score: Raw -4001613.424641 + Penalty 3379.716753 = -3998233.707888
  nChanged 1708
		SP:Iteration 8F (169167.370000 sec): 3 clusters
  Score: Raw -4003162.205361 + Penalty 3379.716753 = -3999782.488608
  nChanged 1154
		SP:Iteration 9Q (169167.730000 sec): 3 clusters
  Score: Raw -4004182.093883 + Penalty 3379.716753 = -4000802.377130
  nChanged 648
		SP:Iteration 10Q (169168.050000 sec): 3 clusters
  Score: Raw -4004753.302155 + Penalty 3379.716753 = -4001373.585403
  nChanged 285
		SP:Iteration 11Q (169168.370000 sec): 3 clusters
  Score: Raw -4005017.008342 + Penalty 3379.716753 = -4001637.291589
  nChanged 132
		SP:Iteration 12Q (169168.680000 sec): 3 clusters
  Score: Raw -4005140.573053 + Penalty 3379.716753 = -4001760.856301
  nChanged 69
		SP:Iteration 13Q (169168.970000 sec): 3 clusters
  Score: Raw -4005210.777942 + Penalty 3379.716753 = -4001831.061189
  nChanged 45
		SP:Iteration 14Q (169169.290000 sec): 3 clusters
  Score: Raw -4005250.788054 + Penalty 3379.716753 = -4001871.071301
  nChanged 23
		SP:Iteration 15Q (169169.600000 sec): 3 clusters
  Score: Raw -4005272.035195 + Penalty 3379.716753 = -4001892.318442
  nChanged 10
		SP:Iteration 16Q (169169.890000 sec): 3 clusters
  Score: Raw -4005283.766131 + Penalty 3379.716753 = -4001904.049378
  nChanged 12
		SP:Iteration 17Q (169170.210000 sec): 3 clusters
  Score: Raw -4005293.747564 + Penalty 3379.716753 = -4001914.030812
  nChanged 10
		SP:Iteration 18Q (169170.520000 sec): 3 clusters
  Score: Raw -4005304.060842 + Penalty 3379.716753 = -4001924.344089
  nChanged 3
		SP:Iteration 19Q (169170.830000 sec): 3 clusters
  Score: Raw -4005306.707220 + Penalty 3379.716753 = -4001926.990468
  nChanged 7
		SP:Iteration 20F (169171.180000 sec): 3 clusters
  Score: Raw -4005310.553273 + Penalty 3379.716753 = -4001930.836520
  nChanged 2
		SP:Iteration 21Q (169171.470000 sec): 3 clusters
  Score: Raw -4005312.647434 + Penalty 3379.716753 = -4001932.930682
  nChanged 5
		SP:Iteration 22Q (169171.750000 sec): 3 clusters
  Score: Raw -4005318.617214 + Penalty 3379.716753 = -4001938.900461
  nChanged 6
		SP:Iteration 23Q (169172.070000 sec): 3 clusters
  Score: Raw -4005322.982660 + Penalty 3379.716753 = -4001943.265907
  nChanged 5
		SP:Iteration 24Q (169172.360000 sec): 3 clusters
  Score: Raw -4005327.135421 + Penalty 3379.716753 = -4001947.418668
  nChanged 5
		SP:Iteration 25Q (169172.670000 sec): 3 clusters
  Score: Raw -4005332.612437 + Penalty 3379.716753 = -4001952.895684
  nChanged 5
		SP:Iteration 26Q (169172.990000 sec): 3 clusters
  Score: Raw -4005338.517412 + Penalty 3379.716753 = -4001958.800659
  nChanged 7
		SP:Iteration 27Q (169173.300000 sec): 3 clusters
  Score: Raw -4005344.748182 + Penalty 3379.716753 = -4001965.031429
  nChanged 6
		SP:Iteration 28Q (169173.590000 sec): 3 clusters
  Score: Raw -4005348.822023 + Penalty 3379.716753 = -4001969.105270
  nChanged 2
		SP:Iteration 29Q (169173.910000 sec): 3 clusters
  Score: Raw -4005350.411737 + Penalty 3379.716753 = -4001970.694984
  nChanged 2
		SP:Iteration 30Q (169174.220000 sec): 3 clusters
  Score: Raw -4005352.030142 + Penalty 3379.716753 = -4001972.313389
  nChanged 1
		SP:Iteration 31Q (169174.510000 sec): 3 clusters
  Score: Raw -4005352.939088 + Penalty 3379.716753 = -4001973.222335
  nChanged 1
		SP:Iteration 32Q (169174.830000 sec): 3 clusters
  Score: Raw -4005353.759101 + Penalty 3379.716753 = -4001974.042348
  nChanged 0
		SP:Iteration 33F (169175.180000 sec): 3 clusters
  Score: Raw -4005353.759101 + Penalty 3379.716753 = -4001974.042348
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169175.230000 sec): 2 clusters
  Score: Raw -119607.773488 + Penalty 1121.532296 = -118486.241192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169175.380000 sec): 3 clusters
  Score: Raw -119297.227616 + Penalty 2243.064592 = -117054.163024
  nChanged 322
		SP:Iteration 1F (169175.400000 sec): 3 clusters
  Score: Raw -119670.542626 + Penalty 2243.064592 = -117427.478034
  nChanged 112
		SP:Iteration 2F (169175.420000 sec): 3 clusters
  Score: Raw -119904.943843 + Penalty 2243.064592 = -117661.879251
  nChanged 83
		SP:Iteration 3F (169175.440000 sec): 3 clusters
  Score: Raw -120083.695268 + Penalty 2243.064592 = -117840.630676
  nChanged 57
		SP:Iteration 4F (169175.450000 sec): 3 clusters
  Score: Raw -120225.950175 + Penalty 2243.064592 = -117982.885583
  nChanged 39
		SP:Iteration 5Q (169175.470000 sec): 3 clusters
  Score: Raw -120302.005165 + Penalty 2243.064592 = -118058.940573
  nChanged 18
		SP:Iteration 6Q (169175.490000 sec): 3 clusters
  Score: Raw -120327.983975 + Penalty 2243.064592 = -118084.919382
  nChanged 13
		SP:Iteration 7Q (169175.510000 sec): 3 clusters
  Score: Raw -120348.990918 + Penalty 2243.064592 = -118105.926326
  nChanged 9
		SP:Iteration 8Q (169175.530000 sec): 3 clusters
  Score: Raw -120365.921359 + Penalty 2243.064592 = -118122.856767
  nChanged 9
		SP:Iteration 9Q (169175.550000 sec): 3 clusters
  Score: Raw -120382.130667 + Penalty 2243.064592 = -118139.066075
  nChanged 6
		SP:Iteration 10Q (169175.570000 sec): 3 clusters
  Score: Raw -120396.203029 + Penalty 2243.064592 = -118153.138437
  nChanged 3
		SP:Iteration 11Q (169175.590000 sec): 3 clusters
  Score: Raw -120402.164724 + Penalty 2243.064592 = -118159.100131
  nChanged 8
		SP:Iteration 12Q (169175.600000 sec): 3 clusters
  Score: Raw -120426.700651 + Penalty 2243.064592 = -118183.636059
  nChanged 9
		SP:Iteration 13Q (169175.620000 sec): 3 clusters
  Score: Raw -120456.742918 + Penalty 2243.064592 = -118213.678325
  nChanged 9
		SP:Iteration 14Q (169175.640000 sec): 3 clusters
  Score: Raw -120482.805318 + Penalty 2243.064592 = -118239.740726
  nChanged 6
		SP:Iteration 15Q (169175.660000 sec): 3 clusters
  Score: Raw -120492.801279 + Penalty 2243.064592 = -118249.736687
  nChanged 1
		SP:Iteration 16Q (169175.680000 sec): 3 clusters
  Score: Raw -120493.413104 + Penalty 2243.064592 = -118250.348512
  nChanged 1
		SP:Iteration 17Q (169175.690000 sec): 3 clusters
  Score: Raw -120494.528240 + Penalty 2243.064592 = -118251.463647
  nChanged 1
		SP:Iteration 18Q (169175.710000 sec): 3 clusters
  Score: Raw -120495.407405 + Penalty 2243.064592 = -118252.342812
  nChanged 0
		SP:Iteration 19F (169175.730000 sec): 3 clusters
  Score: Raw -120495.407405 + Penalty 2243.064592 = -118252.342812
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169175.820000 sec): 2 clusters
  Score: Raw -676384.363124 + Penalty 1394.338320 = -674990.024804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169175.950000 sec): 3 clusters
  Score: Raw -673577.602418 + Penalty 2788.676640 = -670788.925778
  nChanged 2134
		SP:Iteration 1F (169176.050000 sec): 3 clusters
  Score: Raw -674665.341785 + Penalty 2788.676640 = -671876.665145
  nChanged 312
		SP:Iteration 2F (169176.140000 sec): 3 clusters
  Score: Raw -674811.757936 + Penalty 2788.676640 = -672023.081296
  nChanged 257
		SP:Iteration 3Q (169176.230000 sec): 3 clusters
  Score: Raw -674919.340039 + Penalty 2788.676640 = -672130.663399
  nChanged 201
		SP:Iteration 4Q (169176.330000 sec): 3 clusters
  Score: Raw -675008.879541 + Penalty 2788.676640 = -672220.202902
  nChanged 178
		SP:Iteration 5Q (169176.420000 sec): 3 clusters
  Score: Raw -675085.020739 + Penalty 2788.676640 = -672296.344099
  nChanged 160
		SP:Iteration 6Q (169176.510000 sec): 3 clusters
  Score: Raw -675154.545131 + Penalty 2788.676640 = -672365.868491
  nChanged 143
		SP:Iteration 7Q (169176.610000 sec): 3 clusters
  Score: Raw -675219.725149 + Penalty 2788.676640 = -672431.048509
  nChanged 145
		SP:Iteration 8Q (169176.700000 sec): 3 clusters
  Score: Raw -675293.985185 + Penalty 2788.676640 = -672505.308546
  nChanged 168
		SP:Iteration 9Q (169176.790000 sec): 3 clusters
  Score: Raw -675391.154118 + Penalty 2788.676640 = -672602.477479
  nChanged 180
		SP:Iteration 10Q (169176.890000 sec): 3 clusters
  Score: Raw -675493.193497 + Penalty 2788.676640 = -672704.516857
  nChanged 197
		SP:Iteration 11Q (169176.990000 sec): 3 clusters
  Score: Raw -675617.818156 + Penalty 2788.676640 = -672829.141516
  nChanged 186
		SP:Iteration 12Q (169177.080000 sec): 3 clusters
  Score: Raw -675740.936941 + Penalty 2788.676640 = -672952.260302
  nChanged 180
		SP:Iteration 13Q (169177.180000 sec): 3 clusters
  Score: Raw -675867.356330 + Penalty 2788.676640 = -673078.679691
  nChanged 152
		SP:Iteration 14Q (169177.270000 sec): 3 clusters
  Score: Raw -675989.755976 + Penalty 2788.676640 = -673201.079336
  nChanged 135
		SP:Iteration 15Q (169177.360000 sec): 3 clusters
  Score: Raw -676099.377164 + Penalty 2788.676640 = -673310.700525
  nChanged 111
		SP:Iteration 16Q (169177.450000 sec): 3 clusters
  Score: Raw -676192.530373 + Penalty 2788.676640 = -673403.853733
  nChanged 81
		SP:Iteration 17Q (169177.540000 sec): 3 clusters
  Score: Raw -676268.206633 + Penalty 2788.676640 = -673479.529993
  nChanged 59
		SP:Iteration 18Q (169177.630000 sec): 3 clusters
  Score: Raw -676325.292416 + Penalty 2788.676640 = -673536.615777
  nChanged 55
		SP:Iteration 19Q (169177.720000 sec): 3 clusters
  Score: Raw -676375.213561 + Penalty 2788.676640 = -673586.536921
  nChanged 36
		SP:Iteration 20F (169177.810000 sec): 3 clusters
  Score: Raw -676408.964684 + Penalty 2788.676640 = -673620.288044
  nChanged 31
		SP:Iteration 21Q (169177.900000 sec): 3 clusters
  Score: Raw -676441.675742 + Penalty 2788.676640 = -673652.999103
  nChanged 24
		SP:Iteration 22Q (169177.990000 sec): 3 clusters
  Score: Raw -676464.749900 + Penalty 2788.676640 = -673676.073260
  nChanged 14
		SP:Iteration 23Q (169178.080000 sec): 3 clusters
  Score: Raw -676479.981569 + Penalty 2788.676640 = -673691.304929
  nChanged 9
		SP:Iteration 24Q (169178.160000 sec): 3 clusters
  Score: Raw -676490.649516 + Penalty 2788.676640 = -673701.972877
  nChanged 8
		SP:Iteration 25Q (169178.250000 sec): 3 clusters
  Score: Raw -676497.748106 + Penalty 2788.676640 = -673709.071466
  nChanged 2
		SP:Iteration 26Q (169178.340000 sec): 3 clusters
  Score: Raw -676500.086294 + Penalty 2788.676640 = -673711.409654
  nChanged 3
		SP:Iteration 27Q (169178.430000 sec): 3 clusters
  Score: Raw -676505.999144 + Penalty 2788.676640 = -673717.322504
  nChanged 4
		SP:Iteration 28Q (169178.520000 sec): 3 clusters
  Score: Raw -676510.537589 + Penalty 2788.676640 = -673721.860949
  nChanged 3
		SP:Iteration 29Q (169178.600000 sec): 3 clusters
  Score: Raw -676515.190994 + Penalty 2788.676640 = -673726.514354
  nChanged 3
		SP:Iteration 30Q (169178.700000 sec): 3 clusters
  Score: Raw -676519.262005 + Penalty 2788.676640 = -673730.585365
  nChanged 4
		SP:Iteration 31Q (169178.780000 sec): 3 clusters
  Score: Raw -676521.720844 + Penalty 2788.676640 = -673733.044204
  nChanged 2
		SP:Iteration 32Q (169178.870000 sec): 3 clusters
  Score: Raw -676522.876084 + Penalty 2788.676640 = -673734.199445
  nChanged 2
		SP:Iteration 33Q (169178.960000 sec): 3 clusters
  Score: Raw -676524.374355 + Penalty 2788.676640 = -673735.697715
  nChanged 1
		SP:Iteration 34Q (169179.050000 sec): 3 clusters
  Score: Raw -676524.600279 + Penalty 2788.676640 = -673735.923639
  nChanged 0
		SP:Iteration 35F (169179.140000 sec): 3 clusters
  Score: Raw -676524.600279 + Penalty 2788.676640 = -673735.923639
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169179.260000 sec): 2 clusters
  Score: Raw -1301145.291692 + Penalty 1517.601366 = -1299627.690326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169179.450000 sec): 3 clusters
  Score: Raw -1294664.226977 + Penalty 3035.202732 = -1291629.024245
  nChanged 5000
		SP:Iteration 1F (169179.600000 sec): 3 clusters
  Score: Raw -1297475.043054 + Penalty 3035.202732 = -1294439.840322
  nChanged 780
		SP:Iteration 2F (169179.790000 sec): 3 clusters
  Score: Raw -1297912.185343 + Penalty 3035.202732 = -1294876.982611
  nChanged 707
		SP:Iteration 3F (169179.950000 sec): 3 clusters
  Score: Raw -1298333.895765 + Penalty 3035.202732 = -1295298.693033
  nChanged 681
		SP:Iteration 4F (169180.140000 sec): 3 clusters
  Score: Raw -1298722.090695 + Penalty 3035.202732 = -1295686.887963
  nChanged 628
		SP:Iteration 5F (169180.300000 sec): 3 clusters
  Score: Raw -1299056.692779 + Penalty 3035.202732 = -1296021.490047
  nChanged 558
		SP:Iteration 6Q (169180.460000 sec): 3 clusters
  Score: Raw -1299346.530503 + Penalty 3035.202732 = -1296311.327771
  nChanged 508
		SP:Iteration 7Q (169180.630000 sec): 3 clusters
  Score: Raw -1299578.599165 + Penalty 3035.202732 = -1296543.396433
  nChanged 416
		SP:Iteration 8Q (169180.790000 sec): 3 clusters
  Score: Raw -1299746.778611 + Penalty 3035.202732 = -1296711.575879
  nChanged 352
		SP:Iteration 9Q (169180.950000 sec): 3 clusters
  Score: Raw -1299886.898427 + Penalty 3035.202732 = -1296851.695695
  nChanged 291
		SP:Iteration 10Q (169181.140000 sec): 3 clusters
  Score: Raw -1300006.608655 + Penalty 3035.202732 = -1296971.405924
  nChanged 261
		SP:Iteration 11Q (169181.300000 sec): 3 clusters
  Score: Raw -1300119.944012 + Penalty 3035.202732 = -1297084.741281
  nChanged 235
		SP:Iteration 12Q (169181.470000 sec): 3 clusters
  Score: Raw -1300226.632218 + Penalty 3035.202732 = -1297191.429486
  nChanged 243
		SP:Iteration 13Q (169181.630000 sec): 3 clusters
  Score: Raw -1300358.581844 + Penalty 3035.202732 = -1297323.379113
  nChanged 247
		SP:Iteration 14Q (169181.820000 sec): 3 clusters
  Score: Raw -1300546.815577 + Penalty 3035.202732 = -1297511.612845
  nChanged 278
		SP:Iteration 15Q (169181.980000 sec): 3 clusters
  Score: Raw -1300797.791074 + Penalty 3035.202732 = -1297762.588342
  nChanged 250
		SP:Iteration 16Q (169182.170000 sec): 3 clusters
  Score: Raw -1300991.925990 + Penalty 3035.202732 = -1297956.723258
  nChanged 219
		SP:Iteration 17Q (169182.320000 sec): 3 clusters
  Score: Raw -1301134.666162 + Penalty 3035.202732 = -1298099.463431
  nChanged 153
		SP:Iteration 18Q (169182.480000 sec): 3 clusters
  Score: Raw -1301212.360746 + Penalty 3035.202732 = -1298177.158014
  nChanged 129
		SP:Iteration 19Q (169182.640000 sec): 3 clusters
  Score: Raw -1301269.232126 + Penalty 3035.202732 = -1298234.029394
  nChanged 105
		SP:Iteration 20F (169182.830000 sec): 3 clusters
  Score: Raw -1301316.285661 + Penalty 3035.202732 = -1298281.082930
  nChanged 93
		SP:Iteration 21Q (169182.980000 sec): 3 clusters
  Score: Raw -1301348.662738 + Penalty 3035.202732 = -1298313.460007
  nChanged 73
		SP:Iteration 22Q (169183.150000 sec): 3 clusters
  Score: Raw -1301371.555415 + Penalty 3035.202732 = -1298336.352684
  nChanged 57
		SP:Iteration 23Q (169183.290000 sec): 3 clusters
  Score: Raw -1301387.905132 + Penalty 3035.202732 = -1298352.702400
  nChanged 45
		SP:Iteration 24Q (169183.460000 sec): 3 clusters
  Score: Raw -1301401.222841 + Penalty 3035.202732 = -1298366.020109
  nChanged 48
		SP:Iteration 25Q (169183.610000 sec): 3 clusters
  Score: Raw -1301415.972225 + Penalty 3035.202732 = -1298380.769494
  nChanged 40
		SP:Iteration 26Q (169183.750000 sec): 3 clusters
  Score: Raw -1301430.865739 + Penalty 3035.202732 = -1298395.663008
  nChanged 51
		SP:Iteration 27Q (169183.930000 sec): 3 clusters
  Score: Raw -1301446.148235 + Penalty 3035.202732 = -1298410.945503
  nChanged 43
		SP:Iteration 28Q (169184.070000 sec): 3 clusters
  Score: Raw -1301458.612971 + Penalty 3035.202732 = -1298423.410239
  nChanged 37
		SP:Iteration 29Q (169184.230000 sec): 3 clusters
  Score: Raw -1301470.169491 + Penalty 3035.202732 = -1298434.966760
  nChanged 37
		SP:Iteration 30Q (169184.380000 sec): 3 clusters
  Score: Raw -1301483.981099 + Penalty 3035.202732 = -1298448.778368
  nChanged 45
		SP:Iteration 31Q (169184.540000 sec): 3 clusters
  Score: Raw -1301501.742158 + Penalty 3035.202732 = -1298466.539426
  nChanged 48
		SP:Iteration 32Q (169184.710000 sec): 3 clusters
  Score: Raw -1301517.632442 + Penalty 3035.202732 = -1298482.429710
  nChanged 37
		SP:Iteration 33Q (169184.860000 sec): 3 clusters
  Score: Raw -1301526.910084 + Penalty 3035.202732 = -1298491.707352
  nChanged 22
		SP:Iteration 34Q (169185.020000 sec): 3 clusters
  Score: Raw -1301532.180949 + Penalty 3035.202732 = -1298496.978217
  nChanged 18
		SP:Iteration 35Q (169185.170000 sec): 3 clusters
  Score: Raw -1301536.009774 + Penalty 3035.202732 = -1298500.807043
  nChanged 18
		SP:Iteration 36Q (169185.320000 sec): 3 clusters
  Score: Raw -1301540.487847 + Penalty 3035.202732 = -1298505.285116
  nChanged 12
		SP:Iteration 37Q (169185.500000 sec): 3 clusters
  Score: Raw -1301542.872878 + Penalty 3035.202732 = -1298507.670146
  nChanged 11
		SP:Iteration 38Q (169185.640000 sec): 3 clusters
  Score: Raw -1301545.264868 + Penalty 3035.202732 = -1298510.062137
  nChanged 7
		SP:Iteration 39Q (169185.800000 sec): 3 clusters
  Score: Raw -1301547.208890 + Penalty 3035.202732 = -1298512.006159
  nChanged 6
		SP:Iteration 40F (169185.960000 sec): 3 clusters
  Score: Raw -1301548.130935 + Penalty 3035.202732 = -1298512.928204
  nChanged 9
		SP:Iteration 41Q (169186.110000 sec): 3 clusters
  Score: Raw -1301549.399788 + Penalty 3035.202732 = -1298514.197057
  nChanged 8
		SP:Iteration 42Q (169186.290000 sec): 3 clusters
  Score: Raw -1301550.929031 + Penalty 3035.202732 = -1298515.726299
  nChanged 9
		SP:Iteration 43Q (169186.430000 sec): 3 clusters
  Score: Raw -1301552.848508 + Penalty 3035.202732 = -1298517.645777
  nChanged 8
		SP:Iteration 44Q (169186.600000 sec): 3 clusters
  Score: Raw -1301554.370901 + Penalty 3035.202732 = -1298519.168170
  nChanged 9
		SP:Iteration 45Q (169186.750000 sec): 3 clusters
  Score: Raw -1301556.396199 + Penalty 3035.202732 = -1298521.193468
  nChanged 5
		SP:Iteration 46Q (169186.900000 sec): 3 clusters
  Score: Raw -1301558.832771 + Penalty 3035.202732 = -1298523.630039
  nChanged 6
		SP:Iteration 47Q (169187.080000 sec): 3 clusters
  Score: Raw -1301560.626880 + Penalty 3035.202732 = -1298525.424149
  nChanged 8
		SP:Iteration 48Q (169187.220000 sec): 3 clusters
  Score: Raw -1301562.447129 + Penalty 3035.202732 = -1298527.244398
  nChanged 6
		SP:Iteration 49Q (169187.390000 sec): 3 clusters
  Score: Raw -1301563.509956 + Penalty 3035.202732 = -1298528.307225
  nChanged 4
		SP:Iteration 50Q (169187.530000 sec): 3 clusters
  Score: Raw -1301565.139477 + Penalty 3035.202732 = -1298529.936746
  nChanged 7
		SP:Iteration 51Q (169187.690000 sec): 3 clusters
  Score: Raw -1301567.346579 + Penalty 3035.202732 = -1298532.143847
  nChanged 6
		SP:Iteration 52Q (169187.860000 sec): 3 clusters
  Score: Raw -1301568.988421 + Penalty 3035.202732 = -1298533.785690
  nChanged 9
		SP:Iteration 53Q (169188.010000 sec): 3 clusters
  Score: Raw -1301571.428094 + Penalty 3035.202732 = -1298536.225363
  nChanged 8
		SP:Iteration 54Q (169188.170000 sec): 3 clusters
  Score: Raw -1301573.345221 + Penalty 3035.202732 = -1298538.142489
  nChanged 6
		SP:Iteration 55Q (169188.320000 sec): 3 clusters
  Score: Raw -1301574.982529 + Penalty 3035.202732 = -1298539.779797
  nChanged 7
		SP:Iteration 56Q (169188.470000 sec): 3 clusters
  Score: Raw -1301577.118056 + Penalty 3035.202732 = -1298541.915324
  nChanged 14
		SP:Iteration 57Q (169188.650000 sec): 3 clusters
  Score: Raw -1301581.145851 + Penalty 3035.202732 = -1298545.943119
  nChanged 10
		SP:Iteration 58Q (169188.790000 sec): 3 clusters
  Score: Raw -1301582.860721 + Penalty 3035.202732 = -1298547.657990
  nChanged 7
		SP:Iteration 59Q (169188.960000 sec): 3 clusters
  Score: Raw -1301584.377875 + Penalty 3035.202732 = -1298549.175143
  nChanged 5
		SP:Iteration 60F (169189.110000 sec): 3 clusters
  Score: Raw -1301585.564405 + Penalty 3035.202732 = -1298550.361673
  nChanged 6
		SP:Iteration 61Q (169189.270000 sec): 3 clusters
  Score: Raw -1301587.854263 + Penalty 3035.202732 = -1298552.651532
  nChanged 8
		SP:Iteration 62Q (169189.430000 sec): 3 clusters
  Score: Raw -1301591.656096 + Penalty 3035.202732 = -1298556.453364
  nChanged 9
		SP:Iteration 63Q (169189.570000 sec): 3 clusters
  Score: Raw -1301593.934906 + Penalty 3035.202732 = -1298558.732174
  nChanged 5
		SP:Iteration 64Q (169189.750000 sec): 3 clusters
  Score: Raw -1301595.767762 + Penalty 3035.202732 = -1298560.565031
  nChanged 7
		SP:Iteration 65Q (169189.890000 sec): 3 clusters
  Score: Raw -1301598.928299 + Penalty 3035.202732 = -1298563.725567
  nChanged 9
		SP:Iteration 66Q (169190.050000 sec): 3 clusters
  Score: Raw -1301601.792321 + Penalty 3035.202732 = -1298566.589590
  nChanged 15
		SP:Iteration 67Q (169190.220000 sec): 3 clusters
  Score: Raw -1301606.998743 + Penalty 3035.202732 = -1298571.796011
  nChanged 9
		SP:Iteration 68Q (169190.370000 sec): 3 clusters
  Score: Raw -1301608.525051 + Penalty 3035.202732 = -1298573.322320
  nChanged 8
		SP:Iteration 69Q (169190.540000 sec): 3 clusters
  Score: Raw -1301610.370873 + Penalty 3035.202732 = -1298575.168141
  nChanged 9
		SP:Iteration 70Q (169190.680000 sec): 3 clusters
  Score: Raw -1301611.913260 + Penalty 3035.202732 = -1298576.710529
  nChanged 6
		SP:Iteration 71Q (169190.840000 sec): 3 clusters
  Score: Raw -1301614.031648 + Penalty 3035.202732 = -1298578.828916
  nChanged 6
		SP:Iteration 72Q (169191.010000 sec): 3 clusters
  Score: Raw -1301615.522201 + Penalty 3035.202732 = -1298580.319470
  nChanged 7
		SP:Iteration 73Q (169191.150000 sec): 3 clusters
  Score: Raw -1301618.060981 + Penalty 3035.202732 = -1298582.858250
  nChanged 2
		SP:Iteration 74Q (169191.330000 sec): 3 clusters
  Score: Raw -1301618.311221 + Penalty 3035.202732 = -1298583.108490
  nChanged 2
		SP:Iteration 75Q (169191.470000 sec): 3 clusters
  Score: Raw -1301618.604045 + Penalty 3035.202732 = -1298583.401314
  nChanged 1
		SP:Iteration 76Q (169191.620000 sec): 3 clusters
  Score: Raw -1301618.766937 + Penalty 3035.202732 = -1298583.564206
  nChanged 2
		SP:Iteration 77Q (169191.800000 sec): 3 clusters
  Score: Raw -1301619.046086 + Penalty 3035.202732 = -1298583.843354
  nChanged 2
		SP:Iteration 78Q (169191.940000 sec): 3 clusters
  Score: Raw -1301619.755570 + Penalty 3035.202732 = -1298584.552838
  nChanged 6
		SP:Iteration 79Q (169192.100000 sec): 3 clusters
  Score: Raw -1301622.017385 + Penalty 3035.202732 = -1298586.814654
  nChanged 5
		SP:Iteration 80F (169192.250000 sec): 3 clusters
  Score: Raw -1301623.662845 + Penalty 3035.202732 = -1298588.460113
  nChanged 7
		SP:Iteration 81Q (169192.410000 sec): 3 clusters
  Score: Raw -1301625.355418 + Penalty 3035.202732 = -1298590.152687
  nChanged 7
		SP:Iteration 82Q (169192.590000 sec): 3 clusters
  Score: Raw -1301627.638087 + Penalty 3035.202732 = -1298592.435355
  nChanged 8
		SP:Iteration 83Q (169192.730000 sec): 3 clusters
  Score: Raw -1301629.533275 + Penalty 3035.202732 = -1298594.330543
  nChanged 5
		SP:Iteration 84Q (169192.900000 sec): 3 clusters
  Score: Raw -1301630.297036 + Penalty 3035.202732 = -1298595.094305
  nChanged 3
		SP:Iteration 85Q (169193.040000 sec): 3 clusters
  Score: Raw -1301630.630550 + Penalty 3035.202732 = -1298595.427818
  nChanged 2
		SP:Iteration 86Q (169193.190000 sec): 3 clusters
  Score: Raw -1301631.092533 + Penalty 3035.202732 = -1298595.889801
  nChanged 3
		SP:Iteration 87Q (169193.370000 sec): 3 clusters
  Score: Raw -1301631.647482 + Penalty 3035.202732 = -1298596.444750
  nChanged 5
		SP:Iteration 88Q (169193.510000 sec): 3 clusters
  Score: Raw -1301632.832197 + Penalty 3035.202732 = -1298597.629466
  nChanged 7
		SP:Iteration 89Q (169193.670000 sec): 3 clusters
  Score: Raw -1301634.252308 + Penalty 3035.202732 = -1298599.049576
  nChanged 8
		SP:Iteration 90Q (169193.810000 sec): 3 clusters
  Score: Raw -1301636.154425 + Penalty 3035.202732 = -1298600.951693
  nChanged 9
		SP:Iteration 91Q (169193.970000 sec): 3 clusters
  Score: Raw -1301638.852067 + Penalty 3035.202732 = -1298603.649335
  nChanged 3
		SP:Iteration 92Q (169194.140000 sec): 3 clusters
  Score: Raw -1301639.764747 + Penalty 3035.202732 = -1298604.562015
  nChanged 4
		SP:Iteration 93Q (169194.280000 sec): 3 clusters
  Score: Raw -1301640.935622 + Penalty 3035.202732 = -1298605.732890
  nChanged 5
		SP:Iteration 94Q (169194.440000 sec): 3 clusters
  Score: Raw -1301642.570406 + Penalty 3035.202732 = -1298607.367675
  nChanged 8
		SP:Iteration 95Q (169194.590000 sec): 3 clusters
  Score: Raw -1301645.511875 + Penalty 3035.202732 = -1298610.309143
  nChanged 12
		SP:Iteration 96Q (169194.740000 sec): 3 clusters
  Score: Raw -1301648.897125 + Penalty 3035.202732 = -1298613.694393
  nChanged 8
		SP:Iteration 97Q (169194.910000 sec): 3 clusters
  Score: Raw -1301651.579876 + Penalty 3035.202732 = -1298616.377145
  nChanged 11
		SP:Iteration 98Q (169195.060000 sec): 3 clusters
  Score: Raw -1301656.240603 + Penalty 3035.202732 = -1298621.037871
  nChanged 9
		SP:Iteration 99Q (169195.210000 sec): 3 clusters
  Score: Raw -1301658.089530 + Penalty 3035.202732 = -1298622.886799
  nChanged 2
		SP:Iteration 100F (169195.400000 sec): 3 clusters
  Score: Raw -1301658.673570 + Penalty 3035.202732 = -1298623.470839
  nChanged 2
		SP:Iteration 101Q (169195.540000 sec): 3 clusters
  Score: Raw -1301659.127474 + Penalty 3035.202732 = -1298623.924742
  nChanged 2
		SP:Iteration 102Q (169195.720000 sec): 3 clusters
  Score: Raw -1301659.633670 + Penalty 3035.202732 = -1298624.430939
  nChanged 1
		SP:Iteration 103Q (169195.860000 sec): 3 clusters
  Score: Raw -1301660.122530 + Penalty 3035.202732 = -1298624.919798
  nChanged 3
		SP:Iteration 104Q (169196.020000 sec): 3 clusters
  Score: Raw -1301661.022035 + Penalty 3035.202732 = -1298625.819304
  nChanged 4
		SP:Iteration 105Q (169196.170000 sec): 3 clusters
  Score: Raw -1301662.242072 + Penalty 3035.202732 = -1298627.039341
  nChanged 2
		SP:Iteration 106Q (169196.320000 sec): 3 clusters
  Score: Raw -1301662.545438 + Penalty 3035.202732 = -1298627.342706
  nChanged 1
		SP:Iteration 107Q (169196.490000 sec): 3 clusters
  Score: Raw -1301662.922037 + Penalty 3035.202732 = -1298627.719305
  nChanged 2
		SP:Iteration 108Q (169196.640000 sec): 3 clusters
  Score: Raw -1301663.622403 + Penalty 3035.202732 = -1298628.419672
  nChanged 1
		SP:Iteration 109Q (169196.790000 sec): 3 clusters
  Score: Raw -1301663.968118 + Penalty 3035.202732 = -1298628.765386
  nChanged 0
		SP:Iteration 110F (169196.980000 sec): 3 clusters
  Score: Raw -1301663.968118 + Penalty 3035.202732 = -1298628.765386
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (30057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169197.280000 sec): 2 clusters
  Score: Raw -3677402.271957 + Penalty 1675.513264 = -3675726.758693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169197.620000 sec): 3 clusters
  Score: Raw -3658756.740406 + Penalty 3351.026529 = -3655405.713877
  nChanged 13910
		SP:Iteration 1F (169197.970000 sec): 3 clusters
  Score: Raw -3666660.716612 + Penalty 3351.026529 = -3663309.690083
  nChanged 1355
		SP:Iteration 2Q (169198.280000 sec): 3 clusters
  Score: Raw -3667158.658649 + Penalty 3351.026529 = -3663807.632120
  nChanged 1466
		SP:Iteration 3Q (169198.620000 sec): 3 clusters
  Score: Raw -3667813.951259 + Penalty 3351.026529 = -3664462.924731
  nChanged 1643
		SP:Iteration 4F (169198.960000 sec): 3 clusters
  Score: Raw -3668701.102901 + Penalty 3351.026529 = -3665350.076372
  nChanged 1812
		SP:Iteration 5F (169199.270000 sec): 3 clusters
  Score: Raw -3669761.957167 + Penalty 3351.026529 = -3666410.930638
  nChanged 1916
		SP:Iteration 6F (169199.610000 sec): 3 clusters
  Score: Raw -3670888.193399 + Penalty 3351.026529 = -3667537.166870
  nChanged 1783
		SP:Iteration 7F (169199.940000 sec): 3 clusters
  Score: Raw -3671852.730653 + Penalty 3351.026529 = -3668501.704124
  nChanged 1542
		SP:Iteration 8F (169200.280000 sec): 3 clusters
  Score: Raw -3672646.458522 + Penalty 3351.026529 = -3669295.431993
  nChanged 1325
		SP:Iteration 9Q (169200.590000 sec): 3 clusters
  Score: Raw -3673272.273847 + Penalty 3351.026529 = -3669921.247318
  nChanged 1106
		SP:Iteration 10Q (169200.930000 sec): 3 clusters
  Score: Raw -3673803.157772 + Penalty 3351.026529 = -3670452.131243
  nChanged 957
		SP:Iteration 11Q (169201.270000 sec): 3 clusters
  Score: Raw -3674273.767081 + Penalty 3351.026529 = -3670922.740552
  nChanged 922
		SP:Iteration 12Q (169201.590000 sec): 3 clusters
  Score: Raw -3674730.754417 + Penalty 3351.026529 = -3671379.727888
  nChanged 844
		SP:Iteration 13Q (169201.920000 sec): 3 clusters
  Score: Raw -3675152.102260 + Penalty 3351.026529 = -3671801.075731
  nChanged 773
		SP:Iteration 14Q (169202.260000 sec): 3 clusters
  Score: Raw -3675541.200985 + Penalty 3351.026529 = -3672190.174456
  nChanged 649
		SP:Iteration 15Q (169202.570000 sec): 3 clusters
  Score: Raw -3675891.386429 + Penalty 3351.026529 = -3672540.359901
  nChanged 612
		SP:Iteration 16Q (169202.900000 sec): 3 clusters
  Score: Raw -3676226.190766 + Penalty 3351.026529 = -3672875.164237
  nChanged 527
		SP:Iteration 17Q (169203.230000 sec): 3 clusters
  Score: Raw -3676521.488523 + Penalty 3351.026529 = -3673170.461994
  nChanged 432
		SP:Iteration 18Q (169203.550000 sec): 3 clusters
  Score: Raw -3676762.358904 + Penalty 3351.026529 = -3673411.332375
  nChanged 369
		SP:Iteration 19Q (169203.870000 sec): 3 clusters
  Score: Raw -3676959.060643 + Penalty 3351.026529 = -3673608.034114
  nChanged 285
		SP:Iteration 20F (169204.210000 sec): 3 clusters
  Score: Raw -3677103.118962 + Penalty 3351.026529 = -3673752.092433
  nChanged 224
		SP:Iteration 21Q (169204.520000 sec): 3 clusters
  Score: Raw -3677230.208126 + Penalty 3351.026529 = -3673879.181597
  nChanged 185
		SP:Iteration 22Q (169204.860000 sec): 3 clusters
  Score: Raw -3677336.936909 + Penalty 3351.026529 = -3673985.910380
  nChanged 149
		SP:Iteration 23Q (169205.170000 sec): 3 clusters
  Score: Raw -3677422.735375 + Penalty 3351.026529 = -3674071.708846
  nChanged 131
		SP:Iteration 24Q (169205.510000 sec): 3 clusters
  Score: Raw -3677498.163692 + Penalty 3351.026529 = -3674147.137163
  nChanged 96
		SP:Iteration 25Q (169205.830000 sec): 3 clusters
  Score: Raw -3677546.226846 + Penalty 3351.026529 = -3674195.200317
  nChanged 70
		SP:Iteration 26Q (169206.170000 sec): 3 clusters
  Score: Raw -3677583.808020 + Penalty 3351.026529 = -3674232.781491
  nChanged 63
		SP:Iteration 27Q (169206.490000 sec): 3 clusters
  Score: Raw -3677616.333738 + Penalty 3351.026529 = -3674265.307209
  nChanged 56
		SP:Iteration 28Q (169206.830000 sec): 3 clusters
  Score: Raw -3677644.831451 + Penalty 3351.026529 = -3674293.804922
  nChanged 50
		SP:Iteration 29Q (169207.140000 sec): 3 clusters
  Score: Raw -3677670.424179 + Penalty 3351.026529 = -3674319.397650
  nChanged 41
		SP:Iteration 30Q (169207.480000 sec): 3 clusters
  Score: Raw -3677687.571340 + Penalty 3351.026529 = -3674336.544812
  nChanged 23
		SP:Iteration 31Q (169207.790000 sec): 3 clusters
  Score: Raw -3677696.607206 + Penalty 3351.026529 = -3674345.580677
  nChanged 17
		SP:Iteration 32Q (169208.130000 sec): 3 clusters
  Score: Raw -3677701.913064 + Penalty 3351.026529 = -3674350.886536
  nChanged 15
		SP:Iteration 33Q (169208.470000 sec): 3 clusters
  Score: Raw -3677705.742011 + Penalty 3351.026529 = -3674354.715482
  nChanged 14
		SP:Iteration 34Q (169208.780000 sec): 3 clusters
  Score: Raw -3677710.377927 + Penalty 3351.026529 = -3674359.351398
  nChanged 10
		SP:Iteration 35Q (169209.120000 sec): 3 clusters
  Score: Raw -3677713.600757 + Penalty 3351.026529 = -3674362.574228
  nChanged 9
		SP:Iteration 36Q (169209.460000 sec): 3 clusters
  Score: Raw -3677716.152402 + Penalty 3351.026529 = -3674365.125873
  nChanged 6
		SP:Iteration 37Q (169209.770000 sec): 3 clusters
  Score: Raw -3677717.770253 + Penalty 3351.026529 = -3674366.743725
  nChanged 2
		SP:Iteration 38Q (169210.110000 sec): 3 clusters
  Score: Raw -3677718.463885 + Penalty 3351.026529 = -3674367.437357
  nChanged 1
		SP:Iteration 39Q (169210.450000 sec): 3 clusters
  Score: Raw -3677718.777624 + Penalty 3351.026529 = -3674367.751095
  nChanged 2
		SP:Iteration 40F (169210.810000 sec): 3 clusters
  Score: Raw -3677719.125288 + Penalty 3351.026529 = -3674368.098760
  nChanged 2
		SP:Iteration 41Q (169211.130000 sec): 3 clusters
  Score: Raw -3677719.414886 + Penalty 3351.026529 = -3674368.388357
  nChanged 0
		SP:Iteration 42F (169211.460000 sec): 3 clusters
  Score: Raw -3677719.414886 + Penalty 3351.026529 = -3674368.388357
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (21204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169211.640000 sec): 2 clusters
  Score: Raw -2501324.664613 + Penalty 1618.816082 = -2499705.848531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169211.930000 sec): 3 clusters
  Score: Raw -2488518.427049 + Penalty 3237.632165 = -2485280.794885
  nChanged 9485
		SP:Iteration 1F (169212.210000 sec): 3 clusters
  Score: Raw -2493848.426377 + Penalty 3237.632165 = -2490610.794213
  nChanged 1185
		SP:Iteration 2F (169212.480000 sec): 3 clusters
  Score: Raw -2494343.372230 + Penalty 3237.632165 = -2491105.740066
  nChanged 1083
		SP:Iteration 3F (169212.760000 sec): 3 clusters
  Score: Raw -2494803.478125 + Penalty 3237.632165 = -2491565.845961
  nChanged 1003
		SP:Iteration 4Q (169213.040000 sec): 3 clusters
  Score: Raw -2495225.316412 + Penalty 3237.632165 = -2491987.684247
  nChanged 967
		SP:Iteration 5Q (169213.300000 sec): 3 clusters
  Score: Raw -2495688.421524 + Penalty 3237.632165 = -2492450.789359
  nChanged 1006
		SP:Iteration 6Q (169213.540000 sec): 3 clusters
  Score: Raw -2496222.558933 + Penalty 3237.632165 = -2492984.926769
  nChanged 1060
		SP:Iteration 7Q (169213.790000 sec): 3 clusters
  Score: Raw -2496776.245324 + Penalty 3237.632165 = -2493538.613159
  nChanged 1027
		SP:Iteration 8Q (169214.030000 sec): 3 clusters
  Score: Raw -2497295.828587 + Penalty 3237.632165 = -2494058.196422
  nChanged 966
		SP:Iteration 9Q (169214.310000 sec): 3 clusters
  Score: Raw -2497808.549218 + Penalty 3237.632165 = -2494570.917053
  nChanged 906
		SP:Iteration 10Q (169214.590000 sec): 3 clusters
  Score: Raw -2498278.885711 + Penalty 3237.632165 = -2495041.253546
  nChanged 786
		SP:Iteration 11Q (169214.860000 sec): 3 clusters
  Score: Raw -2498648.203719 + Penalty 3237.632165 = -2495410.571554
  nChanged 641
		SP:Iteration 12Q (169215.140000 sec): 3 clusters
  Score: Raw -2498897.356231 + Penalty 3237.632165 = -2495659.724067
  nChanged 493
		SP:Iteration 13Q (169215.420000 sec): 3 clusters
  Score: Raw -2499057.522994 + Penalty 3237.632165 = -2495819.890830
  nChanged 408
		SP:Iteration 14Q (169215.690000 sec): 3 clusters
  Score: Raw -2499175.803576 + Penalty 3237.632165 = -2495938.171411
  nChanged 321
		SP:Iteration 15Q (169215.970000 sec): 3 clusters
  Score: Raw -2499254.530187 + Penalty 3237.632165 = -2496016.898022
  nChanged 253
		SP:Iteration 16Q (169216.240000 sec): 3 clusters
  Score: Raw -2499308.559302 + Penalty 3237.632165 = -2496070.927138
  nChanged 199
		SP:Iteration 17Q (169216.520000 sec): 3 clusters
  Score: Raw -2499354.017670 + Penalty 3237.632165 = -2496116.385505
  nChanged 199
		SP:Iteration 18Q (169216.790000 sec): 3 clusters
  Score: Raw -2499396.638054 + Penalty 3237.632165 = -2496159.005889
  nChanged 195
		SP:Iteration 19Q (169217.060000 sec): 3 clusters
  Score: Raw -2499438.658890 + Penalty 3237.632165 = -2496201.026726
  nChanged 190
		SP:Iteration 20F (169217.340000 sec): 3 clusters
  Score: Raw -2499476.232617 + Penalty 3237.632165 = -2496238.600452
  nChanged 178
		SP:Iteration 21Q (169217.610000 sec): 3 clusters
  Score: Raw -2499519.059503 + Penalty 3237.632165 = -2496281.427339
  nChanged 197
		SP:Iteration 22Q (169217.880000 sec): 3 clusters
  Score: Raw -2499563.924214 + Penalty 3237.632165 = -2496326.292049
  nChanged 187
		SP:Iteration 23Q (169218.160000 sec): 3 clusters
  Score: Raw -2499605.574119 + Penalty 3237.632165 = -2496367.941955
  nChanged 172
		SP:Iteration 24Q (169218.430000 sec): 3 clusters
  Score: Raw -2499643.185526 + Penalty 3237.632165 = -2496405.553361
  nChanged 182
		SP:Iteration 25Q (169218.700000 sec): 3 clusters
  Score: Raw -2499683.279531 + Penalty 3237.632165 = -2496445.647366
  nChanged 183
		SP:Iteration 26Q (169218.970000 sec): 3 clusters
  Score: Raw -2499732.816924 + Penalty 3237.632165 = -2496495.184759
  nChanged 214
		SP:Iteration 27Q (169219.240000 sec): 3 clusters
  Score: Raw -2499788.391705 + Penalty 3237.632165 = -2496550.759540
  nChanged 217
		SP:Iteration 28Q (169219.510000 sec): 3 clusters
  Score: Raw -2499852.016781 + Penalty 3237.632165 = -2496614.384616
  nChanged 231
		SP:Iteration 29Q (169219.790000 sec): 3 clusters
  Score: Raw -2499920.237674 + Penalty 3237.632165 = -2496682.605509
  nChanged 239
		SP:Iteration 30Q (169220.060000 sec): 3 clusters
  Score: Raw -2500001.461281 + Penalty 3237.632165 = -2496763.829116
  nChanged 253
		SP:Iteration 31Q (169220.330000 sec): 3 clusters
  Score: Raw -2500079.229040 + Penalty 3237.632165 = -2496841.596875
  nChanged 225
		SP:Iteration 32Q (169220.580000 sec): 3 clusters
  Score: Raw -2500153.301345 + Penalty 3237.632165 = -2496915.669180
  nChanged 229
		SP:Iteration 33Q (169220.810000 sec): 3 clusters
  Score: Raw -2500226.333827 + Penalty 3237.632165 = -2496988.701662
  nChanged 226
		SP:Iteration 34Q (169221.040000 sec): 3 clusters
  Score: Raw -2500310.370882 + Penalty 3237.632165 = -2497072.738717
  nChanged 219
		SP:Iteration 35Q (169221.300000 sec): 3 clusters
  Score: Raw -2500417.161139 + Penalty 3237.632165 = -2497179.528974
  nChanged 201
		SP:Iteration 36Q (169221.560000 sec): 3 clusters
  Score: Raw -2500519.186961 + Penalty 3237.632165 = -2497281.554796
  nChanged 226
		SP:Iteration 37Q (169221.830000 sec): 3 clusters
  Score: Raw -2500647.346034 + Penalty 3237.632165 = -2497409.713869
  nChanged 204
		SP:Iteration 38Q (169222.050000 sec): 3 clusters
  Score: Raw -2500758.092317 + Penalty 3237.632165 = -2497520.460153
  nChanged 204
		SP:Iteration 39Q (169222.300000 sec): 3 clusters
  Score: Raw -2500842.211118 + Penalty 3237.632165 = -2497604.578953
  nChanged 172
		SP:Iteration 40F (169222.540000 sec): 3 clusters
  Score: Raw -2500893.473794 + Penalty 3237.632165 = -2497655.841629
  nChanged 131
		SP:Iteration 41Q (169222.800000 sec): 3 clusters
  Score: Raw -2500928.344739 + Penalty 3237.632165 = -2497690.712574
  nChanged 117
		SP:Iteration 42Q (169223.070000 sec): 3 clusters
  Score: Raw -2500954.469464 + Penalty 3237.632165 = -2497716.837299
  nChanged 95
		SP:Iteration 43Q (169223.290000 sec): 3 clusters
  Score: Raw -2500973.250043 + Penalty 3237.632165 = -2497735.617879
  nChanged 85
		SP:Iteration 44Q (169223.540000 sec): 3 clusters
  Score: Raw -2500992.998163 + Penalty 3237.632165 = -2497755.365999
  nChanged 80
		SP:Iteration 45Q (169223.760000 sec): 3 clusters
  Score: Raw -2501011.261400 + Penalty 3237.632165 = -2497773.629235
  nChanged 61
		SP:Iteration 46Q (169224.030000 sec): 3 clusters
  Score: Raw -2501021.748512 + Penalty 3237.632165 = -2497784.116348
  nChanged 50
		SP:Iteration 47Q (169224.300000 sec): 3 clusters
  Score: Raw -2501029.985847 + Penalty 3237.632165 = -2497792.353683
  nChanged 43
		SP:Iteration 48Q (169224.520000 sec): 3 clusters
  Score: Raw -2501037.022768 + Penalty 3237.632165 = -2497799.390603
  nChanged 42
		SP:Iteration 49Q (169224.760000 sec): 3 clusters
  Score: Raw -2501044.414291 + Penalty 3237.632165 = -2497806.782127
  nChanged 44
		SP:Iteration 50Q (169224.990000 sec): 3 clusters
  Score: Raw -2501054.660861 + Penalty 3237.632165 = -2497817.028697
  nChanged 50
		SP:Iteration 51Q (169225.260000 sec): 3 clusters
  Score: Raw -2501063.262263 + Penalty 3237.632165 = -2497825.630098
  nChanged 39
		SP:Iteration 52Q (169225.520000 sec): 3 clusters
  Score: Raw -2501069.705577 + Penalty 3237.632165 = -2497832.073413
  nChanged 39
		SP:Iteration 53Q (169225.750000 sec): 3 clusters
  Score: Raw -2501078.558644 + Penalty 3237.632165 = -2497840.926480
  nChanged 46
		SP:Iteration 54Q (169225.990000 sec): 3 clusters
  Score: Raw -2501086.724278 + Penalty 3237.632165 = -2497849.092113
  nChanged 53
		SP:Iteration 55Q (169226.220000 sec): 3 clusters
  Score: Raw -2501098.766715 + Penalty 3237.632165 = -2497861.134550
  nChanged 54
		SP:Iteration 56Q (169226.480000 sec): 3 clusters
  Score: Raw -2501109.724962 + Penalty 3237.632165 = -2497872.092798
  nChanged 49
		SP:Iteration 57Q (169226.700000 sec): 3 clusters
  Score: Raw -2501119.692784 + Penalty 3237.632165 = -2497882.060619
  nChanged 59
		SP:Iteration 58Q (169226.950000 sec): 3 clusters
  Score: Raw -2501137.289821 + Penalty 3237.632165 = -2497899.657656
  nChanged 65
		SP:Iteration 59Q (169227.170000 sec): 3 clusters
  Score: Raw -2501155.006665 + Penalty 3237.632165 = -2497917.374500
  nChanged 61
		SP:Iteration 60F (169227.450000 sec): 3 clusters
  Score: Raw -2501169.885399 + Penalty 3237.632165 = -2497932.253234
  nChanged 59
		SP:Iteration 61Q (169227.710000 sec): 3 clusters
  Score: Raw -2501188.656539 + Penalty 3237.632165 = -2497951.024374
  nChanged 62
		SP:Iteration 62Q (169227.940000 sec): 3 clusters
  Score: Raw -2501214.416284 + Penalty 3237.632165 = -2497976.784119
  nChanged 69
		SP:Iteration 63Q (169228.180000 sec): 3 clusters
  Score: Raw -2501243.435122 + Penalty 3237.632165 = -2498005.802957
  nChanged 81
		SP:Iteration 64Q (169228.400000 sec): 3 clusters
  Score: Raw -2501272.422099 + Penalty 3237.632165 = -2498034.789935
  nChanged 90
		SP:Iteration 65Q (169228.660000 sec): 3 clusters
  Score: Raw -2501306.255666 + Penalty 3237.632165 = -2498068.623502
  nChanged 83
		SP:Iteration 66Q (169228.890000 sec): 3 clusters
  Score: Raw -2501337.716565 + Penalty 3237.632165 = -2498100.084401
  nChanged 94
		SP:Iteration 67Q (169229.110000 sec): 3 clusters
  Score: Raw -2501383.616106 + Penalty 3237.632165 = -2498145.983942
  nChanged 97
		SP:Iteration 68Q (169229.370000 sec): 3 clusters
  Score: Raw -2501418.276564 + Penalty 3237.632165 = -2498180.644399
  nChanged 85
		SP:Iteration 69Q (169229.620000 sec): 3 clusters
  Score: Raw -2501447.562544 + Penalty 3237.632165 = -2498209.930379
  nChanged 86
		SP:Iteration 70Q (169229.850000 sec): 3 clusters
  Score: Raw -2501474.203519 + Penalty 3237.632165 = -2498236.571355
  nChanged 70
		SP:Iteration 71Q (169230.070000 sec): 3 clusters
  Score: Raw -2501494.170563 + Penalty 3237.632165 = -2498256.538398
  nChanged 54
		SP:Iteration 72Q (169230.320000 sec): 3 clusters
  Score: Raw -2501509.899932 + Penalty 3237.632165 = -2498272.267767
  nChanged 56
		SP:Iteration 73Q (169230.540000 sec): 3 clusters
  Score: Raw -2501528.046365 + Penalty 3237.632165 = -2498290.414200
  nChanged 56
		SP:Iteration 74Q (169230.780000 sec): 3 clusters
  Score: Raw -2501544.850848 + Penalty 3237.632165 = -2498307.218684
  nChanged 57
		SP:Iteration 75Q (169231.050000 sec): 3 clusters
  Score: Raw -2501562.431315 + Penalty 3237.632165 = -2498324.799150
  nChanged 63
		SP:Iteration 76Q (169231.310000 sec): 3 clusters
  Score: Raw -2501583.281402 + Penalty 3237.632165 = -2498345.649237
  nChanged 57
		SP:Iteration 77Q (169231.570000 sec): 3 clusters
  Score: Raw -2501605.109062 + Penalty 3237.632165 = -2498367.476897
  nChanged 64
		SP:Iteration 78Q (169231.790000 sec): 3 clusters
  Score: Raw -2501624.209863 + Penalty 3237.632165 = -2498386.577698
  nChanged 51
		SP:Iteration 79Q (169232.030000 sec): 3 clusters
  Score: Raw -2501638.194333 + Penalty 3237.632165 = -2498400.562168
  nChanged 45
		SP:Iteration 80F (169232.270000 sec): 3 clusters
  Score: Raw -2501649.882761 + Penalty 3237.632165 = -2498412.250596
  nChanged 34
		SP:Iteration 81Q (169232.520000 sec): 3 clusters
  Score: Raw -2501657.419719 + Penalty 3237.632165 = -2498419.787555
  nChanged 33
		SP:Iteration 82Q (169232.740000 sec): 3 clusters
  Score: Raw -2501666.619500 + Penalty 3237.632165 = -2498428.987335
  nChanged 30
		SP:Iteration 83Q (169232.990000 sec): 3 clusters
  Score: Raw -2501676.910490 + Penalty 3237.632165 = -2498439.278325
  nChanged 44
		SP:Iteration 84Q (169233.210000 sec): 3 clusters
  Score: Raw -2501690.526175 + Penalty 3237.632165 = -2498452.894010
  nChanged 40
		SP:Iteration 85Q (169233.430000 sec): 3 clusters
  Score: Raw -2501701.462447 + Penalty 3237.632165 = -2498463.830282
  nChanged 42
		SP:Iteration 86Q (169233.680000 sec): 3 clusters
  Score: Raw -2501711.912825 + Penalty 3237.632165 = -2498474.280660
  nChanged 34
		SP:Iteration 87Q (169233.900000 sec): 3 clusters
  Score: Raw -2501720.025175 + Penalty 3237.632165 = -2498482.393010
  nChanged 30
		SP:Iteration 88Q (169234.150000 sec): 3 clusters
  Score: Raw -2501727.650064 + Penalty 3237.632165 = -2498490.017899
  nChanged 23
		SP:Iteration 89Q (169234.370000 sec): 3 clusters
  Score: Raw -2501732.270961 + Penalty 3237.632165 = -2498494.638797
  nChanged 22
		SP:Iteration 90Q (169234.620000 sec): 3 clusters
  Score: Raw -2501737.031182 + Penalty 3237.632165 = -2498499.399017
  nChanged 19
		SP:Iteration 91Q (169234.880000 sec): 3 clusters
  Score: Raw -2501741.320069 + Penalty 3237.632165 = -2498503.687905
  nChanged 18
		SP:Iteration 92Q (169235.140000 sec): 3 clusters
  Score: Raw -2501744.620496 + Penalty 3237.632165 = -2498506.988331
  nChanged 17
		SP:Iteration 93Q (169235.390000 sec): 3 clusters
  Score: Raw -2501748.067144 + Penalty 3237.632165 = -2498510.434979
  nChanged 17
		SP:Iteration 94Q (169235.610000 sec): 3 clusters
  Score: Raw -2501751.931445 + Penalty 3237.632165 = -2498514.299280
  nChanged 13
		SP:Iteration 95Q (169235.860000 sec): 3 clusters
  Score: Raw -2501754.626048 + Penalty 3237.632165 = -2498516.993883
  nChanged 9
		SP:Iteration 96Q (169236.090000 sec): 3 clusters
  Score: Raw -2501756.378852 + Penalty 3237.632165 = -2498518.746688
  nChanged 11
		SP:Iteration 97Q (169236.310000 sec): 3 clusters
  Score: Raw -2501758.807828 + Penalty 3237.632165 = -2498521.175663
  nChanged 16
		SP:Iteration 98Q (169236.550000 sec): 3 clusters
  Score: Raw -2501761.677217 + Penalty 3237.632165 = -2498524.045052
  nChanged 10
		SP:Iteration 99Q (169236.780000 sec): 3 clusters
  Score: Raw -2501763.473316 + Penalty 3237.632165 = -2498525.841152
  nChanged 10
		SP:Iteration 100F (169237.050000 sec): 3 clusters
  Score: Raw -2501765.531922 + Penalty 3237.632165 = -2498527.899757
  nChanged 13
		SP:Iteration 101Q (169237.310000 sec): 3 clusters
  Score: Raw -2501767.808006 + Penalty 3237.632165 = -2498530.175842
  nChanged 10
		SP:Iteration 102Q (169237.530000 sec): 3 clusters
  Score: Raw -2501769.437952 + Penalty 3237.632165 = -2498531.805787
  nChanged 6
		SP:Iteration 103Q (169237.760000 sec): 3 clusters
  Score: Raw -2501770.659549 + Penalty 3237.632165 = -2498533.027384
  nChanged 6
		SP:Iteration 104Q (169238.010000 sec): 3 clusters
  Score: Raw -2501771.621616 + Penalty 3237.632165 = -2498533.989451
  nChanged 5
		SP:Iteration 105Q (169238.280000 sec): 3 clusters
  Score: Raw -2501772.751331 + Penalty 3237.632165 = -2498535.119166
  nChanged 10
		SP:Iteration 106Q (169238.500000 sec): 3 clusters
  Score: Raw -2501775.394619 + Penalty 3237.632165 = -2498537.762455
  nChanged 12
		SP:Iteration 107Q (169238.740000 sec): 3 clusters
  Score: Raw -2501778.575664 + Penalty 3237.632165 = -2498540.943499
  nChanged 5
		SP:Iteration 108Q (169239.000000 sec): 3 clusters
  Score: Raw -2501780.696177 + Penalty 3237.632165 = -2498543.064013
  nChanged 9
		SP:Iteration 109Q (169239.260000 sec): 3 clusters
  Score: Raw -2501782.985516 + Penalty 3237.632165 = -2498545.353351
  nChanged 12
		SP:Iteration 110Q (169239.520000 sec): 3 clusters
  Score: Raw -2501786.225900 + Penalty 3237.632165 = -2498548.593735
  nChanged 12
		SP:Iteration 111Q (169239.740000 sec): 3 clusters
  Score: Raw -2501788.213139 + Penalty 3237.632165 = -2498550.580974
  nChanged 8
		SP:Iteration 112Q (169239.980000 sec): 3 clusters
  Score: Raw -2501789.894161 + Penalty 3237.632165 = -2498552.261996
  nChanged 13
		SP:Iteration 113Q (169240.200000 sec): 3 clusters
  Score: Raw -2501793.440110 + Penalty 3237.632165 = -2498555.807946
  nChanged 11
		SP:Iteration 114Q (169240.420000 sec): 3 clusters
  Score: Raw -2501796.514560 + Penalty 3237.632165 = -2498558.882395
  nChanged 10
		SP:Iteration 115Q (169240.670000 sec): 3 clusters
  Score: Raw -2501798.301976 + Penalty 3237.632165 = -2498560.669811
  nChanged 14
		SP:Iteration 116Q (169240.890000 sec): 3 clusters
  Score: Raw -2501801.788864 + Penalty 3237.632165 = -2498564.156699
  nChanged 14
		SP:Iteration 117Q (169241.110000 sec): 3 clusters
  Score: Raw -2501804.344597 + Penalty 3237.632165 = -2498566.712432
  nChanged 13
		SP:Iteration 118Q (169241.350000 sec): 3 clusters
  Score: Raw -2501806.334211 + Penalty 3237.632165 = -2498568.702046
  nChanged 8
		SP:Iteration 119Q (169241.570000 sec): 3 clusters
  Score: Raw -2501808.238119 + Penalty 3237.632165 = -2498570.605955
  nChanged 9
		SP:Iteration 120F (169241.810000 sec): 3 clusters
  Score: Raw -2501809.578569 + Penalty 3237.632165 = -2498571.946404
  nChanged 10
		SP:Iteration 121Q (169242.030000 sec): 3 clusters
  Score: Raw -2501811.497847 + Penalty 3237.632165 = -2498573.865682
  nChanged 7
		SP:Iteration 122Q (169242.260000 sec): 3 clusters
  Score: Raw -2501813.067780 + Penalty 3237.632165 = -2498575.435615
  nChanged 6
		SP:Iteration 123Q (169242.480000 sec): 3 clusters
  Score: Raw -2501813.998457 + Penalty 3237.632165 = -2498576.366292
  nChanged 7
		SP:Iteration 124Q (169242.720000 sec): 3 clusters
  Score: Raw -2501815.833285 + Penalty 3237.632165 = -2498578.201121
  nChanged 6
		SP:Iteration 125Q (169242.950000 sec): 3 clusters
  Score: Raw -2501817.024774 + Penalty 3237.632165 = -2498579.392609
  nChanged 7
		SP:Iteration 126Q (169243.200000 sec): 3 clusters
  Score: Raw -2501818.651377 + Penalty 3237.632165 = -2498581.019213
  nChanged 7
		SP:Iteration 127Q (169243.430000 sec): 3 clusters
  Score: Raw -2501820.344773 + Penalty 3237.632165 = -2498582.712608
  nChanged 6
		SP:Iteration 128Q (169243.650000 sec): 3 clusters
  Score: Raw -2501821.196814 + Penalty 3237.632165 = -2498583.564649
  nChanged 4
		SP:Iteration 129Q (169243.910000 sec): 3 clusters
  Score: Raw -2501821.783206 + Penalty 3237.632165 = -2498584.151041
  nChanged 1
		SP:Iteration 130Q (169244.130000 sec): 3 clusters
  Score: Raw -2501822.053654 + Penalty 3237.632165 = -2498584.421490
  nChanged 3
		SP:Iteration 131Q (169244.370000 sec): 3 clusters
  Score: Raw -2501822.632704 + Penalty 3237.632165 = -2498585.000539
  nChanged 3
		SP:Iteration 132Q (169244.590000 sec): 3 clusters
  Score: Raw -2501823.304832 + Penalty 3237.632165 = -2498585.672667
  nChanged 3
		SP:Iteration 133Q (169244.850000 sec): 3 clusters
  Score: Raw -2501823.744596 + Penalty 3237.632165 = -2498586.112431
  nChanged 4
		SP:Iteration 134Q (169245.070000 sec): 3 clusters
  Score: Raw -2501824.649098 + Penalty 3237.632165 = -2498587.016933
  nChanged 7
		SP:Iteration 135Q (169245.300000 sec): 3 clusters
  Score: Raw -2501826.355725 + Penalty 3237.632165 = -2498588.723561
  nChanged 10
		SP:Iteration 136Q (169245.560000 sec): 3 clusters
  Score: Raw -2501828.405224 + Penalty 3237.632165 = -2498590.773059
  nChanged 8
		SP:Iteration 137Q (169245.780000 sec): 3 clusters
  Score: Raw -2501830.018816 + Penalty 3237.632165 = -2498592.386652
  nChanged 6
		SP:Iteration 138Q (169246.020000 sec): 3 clusters
  Score: Raw -2501831.101261 + Penalty 3237.632165 = -2498593.469096
  nChanged 3
		SP:Iteration 139Q (169246.240000 sec): 3 clusters
  Score: Raw -2501831.867028 + Penalty 3237.632165 = -2498594.234864
  nChanged 2
		SP:Iteration 140F (169246.520000 sec): 3 clusters
  Score: Raw -2501832.107343 + Penalty 3237.632165 = -2498594.475178
  nChanged 5
		SP:Iteration 141Q (169246.770000 sec): 3 clusters
  Score: Raw -2501832.889401 + Penalty 3237.632165 = -2498595.257236
  nChanged 4
		SP:Iteration 142Q (169247.000000 sec): 3 clusters
  Score: Raw -2501833.835881 + Penalty 3237.632165 = -2498596.203716
  nChanged 3
		SP:Iteration 143Q (169247.220000 sec): 3 clusters
  Score: Raw -2501834.265499 + Penalty 3237.632165 = -2498596.633335
  nChanged 6
		SP:Iteration 144Q (169247.470000 sec): 3 clusters
  Score: Raw -2501835.097639 + Penalty 3237.632165 = -2498597.465475
  nChanged 2
		SP:Iteration 145Q (169247.700000 sec): 3 clusters
  Score: Raw -2501835.606838 + Penalty 3237.632165 = -2498597.974673
  nChanged 2
		SP:Iteration 146Q (169247.940000 sec): 3 clusters
  Score: Raw -2501835.973422 + Penalty 3237.632165 = -2498598.341258
  nChanged 0
		SP:Iteration 147F (169248.180000 sec): 3 clusters
  Score: Raw -2501835.973422 + Penalty 3237.632165 = -2498598.341258
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169248.360000 sec): 2 clusters
  Score: Raw -2096519.296393 + Penalty 1593.086945 = -2094926.209448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169248.620000 sec): 3 clusters
  Score: Raw -2085773.205373 + Penalty 3186.173889 = -2082587.031484
  nChanged 8007
		SP:Iteration 1F (169248.840000 sec): 3 clusters
  Score: Raw -2090083.029274 + Penalty 3186.173889 = -2086896.855385
  nChanged 952
		SP:Iteration 2F (169249.080000 sec): 3 clusters
  Score: Raw -2090410.806246 + Penalty 3186.173889 = -2087224.632357
  nChanged 817
		SP:Iteration 3Q (169249.310000 sec): 3 clusters
  Score: Raw -2090682.788419 + Penalty 3186.173889 = -2087496.614530
  nChanged 710
		SP:Iteration 4Q (169249.560000 sec): 3 clusters
  Score: Raw -2090943.218115 + Penalty 3186.173889 = -2087757.044226
  nChanged 734
		SP:Iteration 5Q (169249.780000 sec): 3 clusters
  Score: Raw -2091246.473514 + Penalty 3186.173889 = -2088060.299625
  nChanged 762
		SP:Iteration 6Q (169250.030000 sec): 3 clusters
  Score: Raw -2091597.620545 + Penalty 3186.173889 = -2088411.446655
  nChanged 803
		SP:Iteration 7Q (169250.240000 sec): 3 clusters
  Score: Raw -2091987.411086 + Penalty 3186.173889 = -2088801.237197
  nChanged 793
		SP:Iteration 8Q (169250.510000 sec): 3 clusters
  Score: Raw -2092429.600813 + Penalty 3186.173889 = -2089243.426923
  nChanged 805
		SP:Iteration 9Q (169250.720000 sec): 3 clusters
  Score: Raw -2092936.560532 + Penalty 3186.173889 = -2089750.386643
  nChanged 892
		SP:Iteration 10Q (169250.980000 sec): 3 clusters
  Score: Raw -2093549.306887 + Penalty 3186.173889 = -2090363.132997
  nChanged 866
		SP:Iteration 11Q (169251.190000 sec): 3 clusters
  Score: Raw -2094171.963954 + Penalty 3186.173889 = -2090985.790065
  nChanged 766
		SP:Iteration 12Q (169251.450000 sec): 3 clusters
  Score: Raw -2094711.905121 + Penalty 3186.173889 = -2091525.731232
  nChanged 625
		SP:Iteration 13Q (169251.660000 sec): 3 clusters
  Score: Raw -2095131.734073 + Penalty 3186.173889 = -2091945.560183
  nChanged 514
		SP:Iteration 14Q (169251.880000 sec): 3 clusters
  Score: Raw -2095466.062055 + Penalty 3186.173889 = -2092279.888166
  nChanged 475
		SP:Iteration 15Q (169252.110000 sec): 3 clusters
  Score: Raw -2095789.555163 + Penalty 3186.173889 = -2092603.381274
  nChanged 414
		SP:Iteration 16Q (169252.320000 sec): 3 clusters
  Score: Raw -2096102.925017 + Penalty 3186.173889 = -2092916.751127
  nChanged 419
		SP:Iteration 17Q (169252.560000 sec): 3 clusters
  Score: Raw -2096460.451178 + Penalty 3186.173889 = -2093274.277289
  nChanged 358
		SP:Iteration 18Q (169252.760000 sec): 3 clusters
  Score: Raw -2096766.370363 + Penalty 3186.173889 = -2093580.196474
  nChanged 345
		SP:Iteration 19Q (169252.960000 sec): 3 clusters
  Score: Raw -2097017.658645 + Penalty 3186.173889 = -2093831.484756
  nChanged 248
		SP:Iteration 20F (169253.220000 sec): 3 clusters
  Score: Raw -2097154.200507 + Penalty 3186.173889 = -2093968.026618
  nChanged 167
		SP:Iteration 21Q (169253.410000 sec): 3 clusters
  Score: Raw -2097223.319919 + Penalty 3186.173889 = -2094037.146030
  nChanged 118
		SP:Iteration 22Q (169253.620000 sec): 3 clusters
  Score: Raw -2097265.755409 + Penalty 3186.173889 = -2094079.581520
  nChanged 111
		SP:Iteration 23Q (169253.850000 sec): 3 clusters
  Score: Raw -2097299.256959 + Penalty 3186.173889 = -2094113.083070
  nChanged 91
		SP:Iteration 24Q (169254.050000 sec): 3 clusters
  Score: Raw -2097322.725812 + Penalty 3186.173889 = -2094136.551923
  nChanged 65
		SP:Iteration 25Q (169254.250000 sec): 3 clusters
  Score: Raw -2097336.798882 + Penalty 3186.173889 = -2094150.624992
  nChanged 43
		SP:Iteration 26Q (169254.480000 sec): 3 clusters
  Score: Raw -2097345.356236 + Penalty 3186.173889 = -2094159.182347
  nChanged 41
		SP:Iteration 27Q (169254.680000 sec): 3 clusters
  Score: Raw -2097352.045885 + Penalty 3186.173889 = -2094165.871996
  nChanged 36
		SP:Iteration 28Q (169254.880000 sec): 3 clusters
  Score: Raw -2097357.337233 + Penalty 3186.173889 = -2094171.163343
  nChanged 20
		SP:Iteration 29Q (169255.120000 sec): 3 clusters
  Score: Raw -2097359.556064 + Penalty 3186.173889 = -2094173.382174
  nChanged 22
		SP:Iteration 30Q (169255.310000 sec): 3 clusters
  Score: Raw -2097362.065802 + Penalty 3186.173889 = -2094175.891913
  nChanged 10
		SP:Iteration 31Q (169255.510000 sec): 3 clusters
  Score: Raw -2097362.847245 + Penalty 3186.173889 = -2094176.673356
  nChanged 9
		SP:Iteration 32Q (169255.750000 sec): 3 clusters
  Score: Raw -2097364.205087 + Penalty 3186.173889 = -2094178.031198
  nChanged 9
		SP:Iteration 33Q (169255.950000 sec): 3 clusters
  Score: Raw -2097365.461304 + Penalty 3186.173889 = -2094179.287415
  nChanged 4
		SP:Iteration 34Q (169256.160000 sec): 3 clusters
  Score: Raw -2097365.803596 + Penalty 3186.173889 = -2094179.629707
  nChanged 2
		SP:Iteration 35Q (169256.390000 sec): 3 clusters
  Score: Raw -2097366.084114 + Penalty 3186.173889 = -2094179.910224
  nChanged 2
		SP:Iteration 36Q (169256.590000 sec): 3 clusters
  Score: Raw -2097366.269010 + Penalty 3186.173889 = -2094180.095120
  nChanged 0
		SP:Iteration 37F (169256.810000 sec): 3 clusters
  Score: Raw -2097366.269010 + Penalty 3186.173889 = -2094180.095120
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169256.870000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169256.880000 sec): 3 clusters
  Score: Raw -59130.068401 + Penalty 2040.519463 = -57089.548938
  nChanged 130
		SP:Iteration 1F (169256.900000 sec): 3 clusters
  Score: Raw -59293.316837 + Penalty 2040.519463 = -57252.797374
  nChanged 28
		SP:Iteration 2F (169256.920000 sec): 3 clusters
  Score: Raw -59339.463799 + Penalty 2040.519463 = -57298.944336
  nChanged 23
		SP:Iteration 3Q (169256.930000 sec): 3 clusters
  Score: Raw -59389.017059 + Penalty 2040.519463 = -57348.497596
  nChanged 19
		SP:Iteration 4Q (169256.940000 sec): 3 clusters
  Score: Raw -59422.686150 + Penalty 2040.519463 = -57382.166687
  nChanged 17
		SP:Iteration 5Q (169256.960000 sec): 3 clusters
  Score: Raw -59454.874536 + Penalty 2040.519463 = -57414.355073
  nChanged 13
		SP:Iteration 6Q (169256.970000 sec): 3 clusters
  Score: Raw -59476.027212 + Penalty 2040.519463 = -57435.507749
  nChanged 9
		SP:Iteration 7Q (169256.990000 sec): 3 clusters
  Score: Raw -59485.880867 + Penalty 2040.519463 = -57445.361404
  nChanged 5
		SP:Iteration 8Q (169257.000000 sec): 3 clusters
  Score: Raw -59492.549385 + Penalty 2040.519463 = -57452.029923
  nChanged 4
		SP:Iteration 9Q (169257.020000 sec): 3 clusters
  Score: Raw -59498.906382 + Penalty 2040.519463 = -57458.386919
  nChanged 3
		SP:Iteration 10Q (169257.020000 sec): 3 clusters
  Score: Raw -59504.533316 + Penalty 2040.519463 = -57464.013854
  nChanged 2
		SP:Iteration 11Q (169257.040000 sec): 3 clusters
  Score: Raw -59508.617228 + Penalty 2040.519463 = -57468.097765
  nChanged 2
		SP:Iteration 12Q (169257.050000 sec): 3 clusters
  Score: Raw -59510.633026 + Penalty 2040.519463 = -57470.113563
  nChanged 1
		SP:Iteration 13Q (169257.060000 sec): 3 clusters
  Score: Raw -59513.345757 + Penalty 2040.519463 = -57472.826294
  nChanged 0
		SP:Iteration 14F (169257.070000 sec): 3 clusters
  Score: Raw -59513.345757 + Penalty 2040.519463 = -57472.826294
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (60576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169257.530000 sec): 2 clusters
  Score: Raw -7085434.664021 + Penalty 1789.393784 = -7083645.270237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169258.150000 sec): 3 clusters
  Score: Raw -7046614.328119 + Penalty 3578.787568 = -7043035.540552
  nChanged 28790
		SP:Iteration 1F (169258.750000 sec): 3 clusters
  Score: Raw -7063231.434375 + Penalty 3578.787568 = -7059652.646807
  nChanged 2660
		SP:Iteration 2Q (169259.360000 sec): 3 clusters
  Score: Raw -7064228.981659 + Penalty 3578.787568 = -7060650.194091
  nChanged 2975
		SP:Iteration 3Q (169259.970000 sec): 3 clusters
  Score: Raw -7065659.155896 + Penalty 3578.787568 = -7062080.368328
  nChanged 3426
		SP:Iteration 4F (169260.570000 sec): 3 clusters
  Score: Raw -7067667.724630 + Penalty 3578.787568 = -7064088.937062
  nChanged 3869
		SP:Iteration 5F (169261.180000 sec): 3 clusters
  Score: Raw -7070326.787329 + Penalty 3578.787568 = -7066747.999761
  nChanged 4001
		SP:Iteration 6F (169261.760000 sec): 3 clusters
  Score: Raw -7073414.624727 + Penalty 3578.787568 = -7069835.837160
  nChanged 3840
		SP:Iteration 7F (169262.360000 sec): 3 clusters
  Score: Raw -7076517.352707 + Penalty 3578.787568 = -7072938.565140
  nChanged 3112
		SP:Iteration 8F (169262.960000 sec): 3 clusters
  Score: Raw -7079010.090426 + Penalty 3578.787568 = -7075431.302859
  nChanged 2360
		SP:Iteration 9Q (169263.540000 sec): 3 clusters
  Score: Raw -7080833.533077 + Penalty 3578.787568 = -7077254.745510
  nChanged 1698
		SP:Iteration 10Q (169264.090000 sec): 3 clusters
  Score: Raw -7082041.080163 + Penalty 3578.787568 = -7078462.292595
  nChanged 1238
		SP:Iteration 11Q (169264.590000 sec): 3 clusters
  Score: Raw -7082832.084905 + Penalty 3578.787568 = -7079253.297338
  nChanged 968
		SP:Iteration 12Q (169265.080000 sec): 3 clusters
  Score: Raw -7083444.017461 + Penalty 3578.787568 = -7079865.229893
  nChanged 792
		SP:Iteration 13Q (169265.630000 sec): 3 clusters
  Score: Raw -7083925.962985 + Penalty 3578.787568 = -7080347.175418
  nChanged 645
		SP:Iteration 14Q (169266.120000 sec): 3 clusters
  Score: Raw -7084328.558776 + Penalty 3578.787568 = -7080749.771208
  nChanged 509
		SP:Iteration 15Q (169266.610000 sec): 3 clusters
  Score: Raw -7084628.875048 + Penalty 3578.787568 = -7081050.087481
  nChanged 387
		SP:Iteration 16Q (169267.160000 sec): 3 clusters
  Score: Raw -7084840.266710 + Penalty 3578.787568 = -7081261.479142
  nChanged 316
		SP:Iteration 17Q (169267.640000 sec): 3 clusters
  Score: Raw -7085017.648016 + Penalty 3578.787568 = -7081438.860449
  nChanged 290
		SP:Iteration 18Q (169268.120000 sec): 3 clusters
  Score: Raw -7085178.521223 + Penalty 3578.787568 = -7081599.733656
  nChanged 257
		SP:Iteration 19Q (169268.600000 sec): 3 clusters
  Score: Raw -7085332.632840 + Penalty 3578.787568 = -7081753.845272
  nChanged 165
		SP:Iteration 20F (169269.200000 sec): 3 clusters
  Score: Raw -7085425.244692 + Penalty 3578.787568 = -7081846.457125
  nChanged 132
		SP:Iteration 21Q (169269.680000 sec): 3 clusters
  Score: Raw -7085502.277885 + Penalty 3578.787568 = -7081923.490317
  nChanged 103
		SP:Iteration 22Q (169270.210000 sec): 3 clusters
  Score: Raw -7085556.877747 + Penalty 3578.787568 = -7081978.090179
  nChanged 68
		SP:Iteration 23Q (169270.720000 sec): 3 clusters
  Score: Raw -7085587.977079 + Penalty 3578.787568 = -7082009.189512
  nChanged 54
		SP:Iteration 24Q (169271.200000 sec): 3 clusters
  Score: Raw -7085614.470190 + Penalty 3578.787568 = -7082035.682622
  nChanged 45
		SP:Iteration 25Q (169271.740000 sec): 3 clusters
  Score: Raw -7085635.661080 + Penalty 3578.787568 = -7082056.873513
  nChanged 33
		SP:Iteration 26Q (169272.250000 sec): 3 clusters
  Score: Raw -7085650.791085 + Penalty 3578.787568 = -7082072.003518
  nChanged 24
		SP:Iteration 27Q (169272.730000 sec): 3 clusters
  Score: Raw -7085664.084298 + Penalty 3578.787568 = -7082085.296731
  nChanged 21
		SP:Iteration 28Q (169273.210000 sec): 3 clusters
  Score: Raw -7085674.348760 + Penalty 3578.787568 = -7082095.561193
  nChanged 15
		SP:Iteration 29Q (169273.750000 sec): 3 clusters
  Score: Raw -7085682.119809 + Penalty 3578.787568 = -7082103.332241
  nChanged 12
		SP:Iteration 30Q (169274.250000 sec): 3 clusters
  Score: Raw -7085687.380865 + Penalty 3578.787568 = -7082108.593297
  nChanged 17
		SP:Iteration 31Q (169274.730000 sec): 3 clusters
  Score: Raw -7085695.243478 + Penalty 3578.787568 = -7082116.455911
  nChanged 11
		SP:Iteration 32Q (169275.210000 sec): 3 clusters
  Score: Raw -7085700.293150 + Penalty 3578.787568 = -7082121.505582
  nChanged 9
		SP:Iteration 33Q (169275.750000 sec): 3 clusters
  Score: Raw -7085704.445714 + Penalty 3578.787568 = -7082125.658147
  nChanged 7
		SP:Iteration 34Q (169276.260000 sec): 3 clusters
  Score: Raw -7085707.455498 + Penalty 3578.787568 = -7082128.667930
  nChanged 7
		SP:Iteration 35Q (169276.740000 sec): 3 clusters
  Score: Raw -7085712.257168 + Penalty 3578.787568 = -7082133.469600
  nChanged 8
		SP:Iteration 36Q (169277.220000 sec): 3 clusters
  Score: Raw -7085714.508494 + Penalty 3578.787568 = -7082135.720927
  nChanged 4
		SP:Iteration 37Q (169277.760000 sec): 3 clusters
  Score: Raw -7085715.809293 + Penalty 3578.787568 = -7082137.021725
  nChanged 3
		SP:Iteration 38Q (169278.270000 sec): 3 clusters
  Score: Raw -7085717.050540 + Penalty 3578.787568 = -7082138.262972
  nChanged 4
		SP:Iteration 39Q (169278.750000 sec): 3 clusters
  Score: Raw -7085718.727723 + Penalty 3578.787568 = -7082139.940155
  nChanged 2
		SP:Iteration 40F (169279.340000 sec): 3 clusters
  Score: Raw -7085719.273556 + Penalty 3578.787568 = -7082140.485988
  nChanged 3
		SP:Iteration 41Q (169279.820000 sec): 3 clusters
  Score: Raw -7085721.084491 + Penalty 3578.787568 = -7082142.296923
  nChanged 3
		SP:Iteration 42Q (169280.350000 sec): 3 clusters
  Score: Raw -7085722.032208 + Penalty 3578.787568 = -7082143.244641
  nChanged 2
		SP:Iteration 43Q (169280.860000 sec): 3 clusters
  Score: Raw -7085723.152521 + Penalty 3578.787568 = -7082144.364953
  nChanged 2
		SP:Iteration 44Q (169281.340000 sec): 3 clusters
  Score: Raw -7085724.144873 + Penalty 3578.787568 = -7082145.357306
  nChanged 2
		SP:Iteration 45Q (169281.820000 sec): 3 clusters
  Score: Raw -7085724.933348 + Penalty 3578.787568 = -7082146.145781
  nChanged 3
		SP:Iteration 46Q (169282.360000 sec): 3 clusters
  Score: Raw -7085726.031718 + Penalty 3578.787568 = -7082147.244150
  nChanged 1
		SP:Iteration 47Q (169282.870000 sec): 3 clusters
  Score: Raw -7085726.167262 + Penalty 3578.787568 = -7082147.379695
  nChanged 0
		SP:Iteration 48F (169283.410000 sec): 3 clusters
  Score: Raw -7085726.167262 + Penalty 3578.787568 = -7082147.379695
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (97115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169283.990000 sec): 2 clusters
  Score: Raw -11015152.097271 + Penalty 1866.093307 = -11013286.003963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169284.830000 sec): 3 clusters
  Score: Raw -10952128.274073 + Penalty 3732.186615 = -10948396.087459
  nChanged 46479
		SP:Iteration 1F (169285.670000 sec): 3 clusters
  Score: Raw -10979972.896739 + Penalty 3732.186615 = -10976240.710124
  nChanged 4360
		SP:Iteration 2Q (169286.560000 sec): 3 clusters
  Score: Raw -10981828.118793 + Penalty 3732.186615 = -10978095.932178
  nChanged 4869
		SP:Iteration 3F (169287.390000 sec): 3 clusters
  Score: Raw -10984273.488919 + Penalty 3732.186615 = -10980541.302304
  nChanged 5523
		SP:Iteration 4F (169288.270000 sec): 3 clusters
  Score: Raw -10987423.734275 + Penalty 3732.186615 = -10983691.547660
  nChanged 6036
		SP:Iteration 5F (169289.100000 sec): 3 clusters
  Score: Raw -10991286.355050 + Penalty 3732.186615 = -10987554.168435
  nChanged 6173
		SP:Iteration 6F (169289.930000 sec): 3 clusters
  Score: Raw -10995602.628136 + Penalty 3732.186615 = -10991870.441521
  nChanged 5959
		SP:Iteration 7F (169290.810000 sec): 3 clusters
  Score: Raw -10999619.688980 + Penalty 3732.186615 = -10995887.502365
  nChanged 5175
		SP:Iteration 8F (169291.630000 sec): 3 clusters
  Score: Raw -11002650.763050 + Penalty 3732.186615 = -10998918.576435
  nChanged 3858
		SP:Iteration 9Q (169292.510000 sec): 3 clusters
  Score: Raw -11004463.677031 + Penalty 3732.186615 = -11000731.490416
  nChanged 2724
		SP:Iteration 10Q (169293.320000 sec): 3 clusters
  Score: Raw -11005453.624451 + Penalty 3732.186615 = -11001721.437837
  nChanged 1970
		SP:Iteration 11Q (169294.170000 sec): 3 clusters
  Score: Raw -11006018.950537 + Penalty 3732.186615 = -11002286.763923
  nChanged 1507
		SP:Iteration 12Q (169294.990000 sec): 3 clusters
  Score: Raw -11006415.789651 + Penalty 3732.186615 = -11002683.603036
  nChanged 1233
		SP:Iteration 13Q (169295.780000 sec): 3 clusters
  Score: Raw -11006714.324030 + Penalty 3732.186615 = -11002982.137415
  nChanged 1139
		SP:Iteration 14Q (169296.630000 sec): 3 clusters
  Score: Raw -11006991.363069 + Penalty 3732.186615 = -11003259.176455
  nChanged 1156
		SP:Iteration 15Q (169297.430000 sec): 3 clusters
  Score: Raw -11007286.357531 + Penalty 3732.186615 = -11003554.170917
  nChanged 1160
		SP:Iteration 16Q (169298.210000 sec): 3 clusters
  Score: Raw -11007594.508376 + Penalty 3732.186615 = -11003862.321762
  nChanged 1181
		SP:Iteration 17Q (169298.990000 sec): 3 clusters
  Score: Raw -11007920.480132 + Penalty 3732.186615 = -11004188.293518
  nChanged 1267
		SP:Iteration 18Q (169299.770000 sec): 3 clusters
  Score: Raw -11008281.309858 + Penalty 3732.186615 = -11004549.123243
  nChanged 1262
		SP:Iteration 19Q (169300.600000 sec): 3 clusters
  Score: Raw -11008646.464565 + Penalty 3732.186615 = -11004914.277950
  nChanged 1283
		SP:Iteration 20F (169301.450000 sec): 3 clusters
  Score: Raw -11009023.944312 + Penalty 3732.186615 = -11005291.757697
  nChanged 1262
		SP:Iteration 21Q (169302.220000 sec): 3 clusters
  Score: Raw -11009398.557024 + Penalty 3732.186615 = -11005666.370409
  nChanged 1254
		SP:Iteration 22Q (169303.000000 sec): 3 clusters
  Score: Raw -11009781.468529 + Penalty 3732.186615 = -11006049.281914
  nChanged 1244
		SP:Iteration 23Q (169303.760000 sec): 3 clusters
  Score: Raw -11010177.692254 + Penalty 3732.186615 = -11006445.505639
  nChanged 1256
		SP:Iteration 24Q (169304.520000 sec): 3 clusters
  Score: Raw -11010574.080565 + Penalty 3732.186615 = -11006841.893950
  nChanged 1254
		SP:Iteration 25Q (169305.280000 sec): 3 clusters
  Score: Raw -11010998.537438 + Penalty 3732.186615 = -11007266.350823
  nChanged 1304
		SP:Iteration 26Q (169306.040000 sec): 3 clusters
  Score: Raw -11011463.690637 + Penalty 3732.186615 = -11007731.504022
  nChanged 1274
		SP:Iteration 27Q (169306.800000 sec): 3 clusters
  Score: Raw -11011957.295636 + Penalty 3732.186615 = -11008225.109021
  nChanged 1250
		SP:Iteration 28Q (169307.560000 sec): 3 clusters
  Score: Raw -11012456.939671 + Penalty 3732.186615 = -11008724.753057
  nChanged 1161
		SP:Iteration 29Q (169308.340000 sec): 3 clusters
  Score: Raw -11012932.136837 + Penalty 3732.186615 = -11009199.950222
  nChanged 1066
		SP:Iteration 30Q (169309.110000 sec): 3 clusters
  Score: Raw -11013348.720998 + Penalty 3732.186615 = -11009616.534383
  nChanged 970
		SP:Iteration 31Q (169309.890000 sec): 3 clusters
  Score: Raw -11013706.276579 + Penalty 3732.186615 = -11009974.089964
  nChanged 886
		SP:Iteration 32Q (169310.680000 sec): 3 clusters
  Score: Raw -11014045.345414 + Penalty 3732.186615 = -11010313.158799
  nChanged 801
		SP:Iteration 33Q (169311.480000 sec): 3 clusters
  Score: Raw -11014338.597986 + Penalty 3732.186615 = -11010606.411371
  nChanged 689
		SP:Iteration 34Q (169312.280000 sec): 3 clusters
  Score: Raw -11014584.555183 + Penalty 3732.186615 = -11010852.368568
  nChanged 575
		SP:Iteration 35Q (169313.070000 sec): 3 clusters
  Score: Raw -11014791.043519 + Penalty 3732.186615 = -11011058.856904
  nChanged 533
		SP:Iteration 36Q (169313.860000 sec): 3 clusters
  Score: Raw -11014985.142674 + Penalty 3732.186615 = -11011252.956059
  nChanged 480
		SP:Iteration 37Q (169314.660000 sec): 3 clusters
  Score: Raw -11015164.491258 + Penalty 3732.186615 = -11011432.304643
  nChanged 435
		SP:Iteration 38Q (169315.450000 sec): 3 clusters
  Score: Raw -11015322.146129 + Penalty 3732.186615 = -11011589.959514
  nChanged 376
		SP:Iteration 39Q (169316.240000 sec): 3 clusters
  Score: Raw -11015456.448386 + Penalty 3732.186615 = -11011724.261771
  nChanged 317
		SP:Iteration 40F (169317.120000 sec): 3 clusters
  Score: Raw -11015565.760206 + Penalty 3732.186615 = -11011833.573591
  nChanged 244
		SP:Iteration 41Q (169317.880000 sec): 3 clusters
  Score: Raw -11015650.204433 + Penalty 3732.186615 = -11011918.017818
  nChanged 235
		SP:Iteration 42Q (169318.650000 sec): 3 clusters
  Score: Raw -11015734.923041 + Penalty 3732.186615 = -11012002.736427
  nChanged 203
		SP:Iteration 43Q (169319.410000 sec): 3 clusters
  Score: Raw -11015815.493951 + Penalty 3732.186615 = -11012083.307336
  nChanged 181
		SP:Iteration 44Q (169320.130000 sec): 3 clusters
  Score: Raw -11015888.205231 + Penalty 3732.186615 = -11012156.018616
  nChanged 160
		SP:Iteration 45Q (169320.900000 sec): 3 clusters
  Score: Raw -11015954.615755 + Penalty 3732.186615 = -11012222.429141
  nChanged 142
		SP:Iteration 46Q (169321.680000 sec): 3 clusters
  Score: Raw -11016010.362712 + Penalty 3732.186615 = -11012278.176097
  nChanged 119
		SP:Iteration 47Q (169322.400000 sec): 3 clusters
  Score: Raw -11016061.864287 + Penalty 3732.186615 = -11012329.677672
  nChanged 115
		SP:Iteration 48Q (169323.180000 sec): 3 clusters
  Score: Raw -11016127.293683 + Penalty 3732.186615 = -11012395.107068
  nChanged 129
		SP:Iteration 49Q (169323.940000 sec): 3 clusters
  Score: Raw -11016199.805393 + Penalty 3732.186615 = -11012467.618778
  nChanged 115
		SP:Iteration 50Q (169324.660000 sec): 3 clusters
  Score: Raw -11016272.553701 + Penalty 3732.186615 = -11012540.367086
  nChanged 105
		SP:Iteration 51Q (169325.440000 sec): 3 clusters
  Score: Raw -11016319.166989 + Penalty 3732.186615 = -11012586.980374
  nChanged 93
		SP:Iteration 52Q (169326.150000 sec): 3 clusters
  Score: Raw -11016356.200191 + Penalty 3732.186615 = -11012624.013576
  nChanged 76
		SP:Iteration 53Q (169326.890000 sec): 3 clusters
  Score: Raw -11016387.612010 + Penalty 3732.186615 = -11012655.425395
  nChanged 73
		SP:Iteration 54Q (169327.670000 sec): 3 clusters
  Score: Raw -11016416.534367 + Penalty 3732.186615 = -11012684.347753
  nChanged 65
		SP:Iteration 55Q (169328.390000 sec): 3 clusters
  Score: Raw -11016439.663464 + Penalty 3732.186615 = -11012707.476850
  nChanged 57
		SP:Iteration 56Q (169329.150000 sec): 3 clusters
  Score: Raw -11016454.561552 + Penalty 3732.186615 = -11012722.374937
  nChanged 44
		SP:Iteration 57Q (169329.870000 sec): 3 clusters
  Score: Raw -11016464.270261 + Penalty 3732.186615 = -11012732.083647
  nChanged 27
		SP:Iteration 58Q (169330.620000 sec): 3 clusters
  Score: Raw -11016473.479149 + Penalty 3732.186615 = -11012741.292534
  nChanged 28
		SP:Iteration 59Q (169331.390000 sec): 3 clusters
  Score: Raw -11016482.948725 + Penalty 3732.186615 = -11012750.762110
  nChanged 31
		SP:Iteration 60F (169332.210000 sec): 3 clusters
  Score: Raw -11016489.723687 + Penalty 3732.186615 = -11012757.537072
  nChanged 19
		SP:Iteration 61Q (169332.930000 sec): 3 clusters
  Score: Raw -11016495.025978 + Penalty 3732.186615 = -11012762.839364
  nChanged 26
		SP:Iteration 62Q (169333.670000 sec): 3 clusters
  Score: Raw -11016501.396122 + Penalty 3732.186615 = -11012769.209508
  nChanged 24
		SP:Iteration 63Q (169334.390000 sec): 3 clusters
  Score: Raw -11016507.104798 + Penalty 3732.186615 = -11012774.918183
  nChanged 18
		SP:Iteration 64Q (169335.130000 sec): 3 clusters
  Score: Raw -11016510.675604 + Penalty 3732.186615 = -11012778.488990
  nChanged 10
		SP:Iteration 65Q (169335.850000 sec): 3 clusters
  Score: Raw -11016512.016499 + Penalty 3732.186615 = -11012779.829884
  nChanged 7
		SP:Iteration 66Q (169336.600000 sec): 3 clusters
  Score: Raw -11016513.049724 + Penalty 3732.186615 = -11012780.863109
  nChanged 4
		SP:Iteration 67Q (169337.320000 sec): 3 clusters
  Score: Raw -11016513.614031 + Penalty 3732.186615 = -11012781.427417
  nChanged 2
		SP:Iteration 68Q (169338.060000 sec): 3 clusters
  Score: Raw -11016513.937389 + Penalty 3732.186615 = -11012781.750774
  nChanged 1
		SP:Iteration 69Q (169338.780000 sec): 3 clusters
  Score: Raw -11016514.075782 + Penalty 3732.186615 = -11012781.889167
  nChanged 2
		SP:Iteration 70Q (169339.530000 sec): 3 clusters
  Score: Raw -11016514.353495 + Penalty 3732.186615 = -11012782.166881
  nChanged 2
		SP:Iteration 71Q (169340.250000 sec): 3 clusters
  Score: Raw -11016514.604825 + Penalty 3732.186615 = -11012782.418210
  nChanged 2
		SP:Iteration 72Q (169340.990000 sec): 3 clusters
  Score: Raw -11016515.104335 + Penalty 3732.186615 = -11012782.917720
  nChanged 3
		SP:Iteration 73Q (169341.710000 sec): 3 clusters
  Score: Raw -11016515.428808 + Penalty 3732.186615 = -11012783.242194
  nChanged 3
		SP:Iteration 74Q (169342.460000 sec): 3 clusters
  Score: Raw -11016515.752476 + Penalty 3732.186615 = -11012783.565861
  nChanged 2
		SP:Iteration 75Q (169343.170000 sec): 3 clusters
  Score: Raw -11016516.014980 + Penalty 3732.186615 = -11012783.828365
  nChanged 2
		SP:Iteration 76Q (169343.920000 sec): 3 clusters
  Score: Raw -11016516.188357 + Penalty 3732.186615 = -11012784.001742
  nChanged 2
		SP:Iteration 77Q (169344.680000 sec): 3 clusters
  Score: Raw -11016516.369657 + Penalty 3732.186615 = -11012784.183043
  nChanged 0
		SP:Iteration 78F (169345.510000 sec): 3 clusters
  Score: Raw -11016516.369657 + Penalty 3732.186615 = -11012784.183043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169345.820000 sec): 2 clusters
  Score: Raw -4575335.312288 + Penalty 1711.556609 = -4573623.755679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169346.230000 sec): 3 clusters
  Score: Raw -4551802.930874 + Penalty 3423.113218 = -4548379.817656
  nChanged 17531
		SP:Iteration 1F (169346.630000 sec): 3 clusters
  Score: Raw -4561671.183664 + Penalty 3423.113218 = -4558248.070446
  nChanged 1592
		SP:Iteration 2Q (169347.030000 sec): 3 clusters
  Score: Raw -4562130.212965 + Penalty 3423.113218 = -4558707.099747
  nChanged 1499
		SP:Iteration 3Q (169347.420000 sec): 3 clusters
  Score: Raw -4562583.865822 + Penalty 3423.113218 = -4559160.752604
  nChanged 1540
		SP:Iteration 4Q (169347.830000 sec): 3 clusters
  Score: Raw -4563153.173439 + Penalty 3423.113218 = -4559730.060221
  nChanged 1710
		SP:Iteration 5Q (169348.230000 sec): 3 clusters
  Score: Raw -4563870.137244 + Penalty 3423.113218 = -4560447.024026
  nChanged 1863
		SP:Iteration 6Q (169348.630000 sec): 3 clusters
  Score: Raw -4564862.727219 + Penalty 3423.113218 = -4561439.614001
  nChanged 2135
		SP:Iteration 7F (169349.030000 sec): 3 clusters
  Score: Raw -4566276.285097 + Penalty 3423.113218 = -4562853.171879
  nChanged 2359
		SP:Iteration 8F (169349.420000 sec): 3 clusters
  Score: Raw -4568162.584506 + Penalty 3423.113218 = -4564739.471288
  nChanged 2279
		SP:Iteration 9F (169349.820000 sec): 3 clusters
  Score: Raw -4570156.424982 + Penalty 3423.113218 = -4566733.311764
  nChanged 1875
		SP:Iteration 10Q (169350.210000 sec): 3 clusters
  Score: Raw -4571819.356770 + Penalty 3423.113218 = -4568396.243552
  nChanged 1388
		SP:Iteration 11Q (169350.610000 sec): 3 clusters
  Score: Raw -4572958.190569 + Penalty 3423.113218 = -4569535.077351
  nChanged 1025
		SP:Iteration 12Q (169351.000000 sec): 3 clusters
  Score: Raw -4573719.291694 + Penalty 3423.113218 = -4570296.178476
  nChanged 793
		SP:Iteration 13Q (169351.390000 sec): 3 clusters
  Score: Raw -4574313.859758 + Penalty 3423.113218 = -4570890.746540
  nChanged 610
		SP:Iteration 14Q (169351.770000 sec): 3 clusters
  Score: Raw -4574768.699691 + Penalty 3423.113218 = -4571345.586473
  nChanged 410
		SP:Iteration 15Q (169352.140000 sec): 3 clusters
  Score: Raw -4575068.608852 + Penalty 3423.113218 = -4571645.495634
  nChanged 239
		SP:Iteration 16Q (169352.470000 sec): 3 clusters
  Score: Raw -4575233.630720 + Penalty 3423.113218 = -4571810.517502
  nChanged 148
		SP:Iteration 17Q (169352.850000 sec): 3 clusters
  Score: Raw -4575334.427113 + Penalty 3423.113218 = -4571911.313895
  nChanged 98
		SP:Iteration 18Q (169353.230000 sec): 3 clusters
  Score: Raw -4575410.777684 + Penalty 3423.113218 = -4571987.664466
  nChanged 65
		SP:Iteration 19Q (169353.560000 sec): 3 clusters
  Score: Raw -4575462.785869 + Penalty 3423.113218 = -4572039.672651
  nChanged 45
		SP:Iteration 20F (169353.950000 sec): 3 clusters
  Score: Raw -4575498.706760 + Penalty 3423.113218 = -4572075.593542
  nChanged 34
		SP:Iteration 21Q (169354.300000 sec): 3 clusters
  Score: Raw -4575526.914105 + Penalty 3423.113218 = -4572103.800888
  nChanged 27
		SP:Iteration 22Q (169354.690000 sec): 3 clusters
  Score: Raw -4575545.547451 + Penalty 3423.113218 = -4572122.434233
  nChanged 20
		SP:Iteration 23Q (169355.020000 sec): 3 clusters
  Score: Raw -4575563.333772 + Penalty 3423.113218 = -4572140.220554
  nChanged 13
		SP:Iteration 24Q (169355.370000 sec): 3 clusters
  Score: Raw -4575572.325951 + Penalty 3423.113218 = -4572149.212733
  nChanged 11
		SP:Iteration 25Q (169355.750000 sec): 3 clusters
  Score: Raw -4575582.686526 + Penalty 3423.113218 = -4572159.573308
  nChanged 14
		SP:Iteration 26Q (169356.090000 sec): 3 clusters
  Score: Raw -4575591.346470 + Penalty 3423.113218 = -4572168.233252
  nChanged 13
		SP:Iteration 27Q (169356.440000 sec): 3 clusters
  Score: Raw -4575600.719365 + Penalty 3423.113218 = -4572177.606147
  nChanged 10
		SP:Iteration 28Q (169356.820000 sec): 3 clusters
  Score: Raw -4575611.302508 + Penalty 3423.113218 = -4572188.189290
  nChanged 9
		SP:Iteration 29Q (169357.150000 sec): 3 clusters
  Score: Raw -4575618.503842 + Penalty 3423.113218 = -4572195.390624
  nChanged 5
		SP:Iteration 30Q (169357.500000 sec): 3 clusters
  Score: Raw -4575623.037901 + Penalty 3423.113218 = -4572199.924683
  nChanged 4
		SP:Iteration 31Q (169357.820000 sec): 3 clusters
  Score: Raw -4575626.652976 + Penalty 3423.113218 = -4572203.539758
  nChanged 6
		SP:Iteration 32Q (169358.170000 sec): 3 clusters
  Score: Raw -4575633.373488 + Penalty 3423.113218 = -4572210.260270
  nChanged 7
		SP:Iteration 33Q (169358.550000 sec): 3 clusters
  Score: Raw -4575637.843808 + Penalty 3423.113218 = -4572214.730591
  nChanged 3
		SP:Iteration 34Q (169358.880000 sec): 3 clusters
  Score: Raw -4575639.460803 + Penalty 3423.113218 = -4572216.347585
  nChanged 3
		SP:Iteration 35Q (169359.240000 sec): 3 clusters
  Score: Raw -4575641.252270 + Penalty 3423.113218 = -4572218.139052
  nChanged 1
		SP:Iteration 36Q (169359.610000 sec): 3 clusters
  Score: Raw -4575642.328061 + Penalty 3423.113218 = -4572219.214844
  nChanged 0
		SP:Iteration 37F (169359.980000 sec): 3 clusters
  Score: Raw -4575642.328061 + Penalty 3423.113218 = -4572219.214844
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (313606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169361.760000 sec): 2 clusters
  Score: Raw -38154681.409433 + Penalty 2056.582564 = -38152624.826870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169364.310000 sec): 3 clusters
  Score: Raw -37945035.430436 + Penalty 4113.165127 = -37940922.265309
  nChanged 152711
		SP:Iteration 1F (169366.880000 sec): 3 clusters
  Score: Raw -38038000.659180 + Penalty 4113.165127 = -38033887.494052
  nChanged 10085
		SP:Iteration 2Q (169369.470000 sec): 3 clusters
  Score: Raw -38040628.172388 + Penalty 4113.165127 = -38036515.007260
  nChanged 12095
		SP:Iteration 3Q (169372.100000 sec): 3 clusters
  Score: Raw -38044574.806908 + Penalty 4113.165127 = -38040461.641781
  nChanged 14641
		SP:Iteration 4Q (169374.720000 sec): 3 clusters
  Score: Raw -38050530.170122 + Penalty 4113.165127 = -38046417.004994
  nChanged 17373
		SP:Iteration 5F (169377.270000 sec): 3 clusters
  Score: Raw -38058738.921992 + Penalty 4113.165127 = -38054625.756864
  nChanged 19105
		SP:Iteration 6F (169379.820000 sec): 3 clusters
  Score: Raw -38068604.758307 + Penalty 4113.165127 = -38064491.593180
  nChanged 19192
		SP:Iteration 7F (169382.310000 sec): 3 clusters
  Score: Raw -38079253.015970 + Penalty 4113.165127 = -38075139.850843
  nChanged 18657
		SP:Iteration 8F (169384.890000 sec): 3 clusters
  Score: Raw -38090894.974967 + Penalty 4113.165127 = -38086781.809839
  nChanged 18077
		SP:Iteration 9F (169387.430000 sec): 3 clusters
  Score: Raw -38104031.608016 + Penalty 4113.165127 = -38099918.442889
  nChanged 16789
		SP:Iteration 10F (169389.990000 sec): 3 clusters
  Score: Raw -38118032.404941 + Penalty 4113.165127 = -38113919.239814
  nChanged 14279
		SP:Iteration 11Q (169392.520000 sec): 3 clusters
  Score: Raw -38130795.299157 + Penalty 4113.165127 = -38126682.134030
  nChanged 10164
		SP:Iteration 12Q (169394.990000 sec): 3 clusters
  Score: Raw -38139933.256375 + Penalty 4113.165127 = -38135820.091247
  nChanged 6578
		SP:Iteration 13Q (169397.330000 sec): 3 clusters
  Score: Raw -38145881.374693 + Penalty 4113.165127 = -38141768.209565
  nChanged 4177
		SP:Iteration 14Q (169399.600000 sec): 3 clusters
  Score: Raw -38149477.788604 + Penalty 4113.165127 = -38145364.623477
  nChanged 2586
		SP:Iteration 15Q (169401.810000 sec): 3 clusters
  Score: Raw -38151451.338437 + Penalty 4113.165127 = -38147338.173309
  nChanged 1710
		SP:Iteration 16Q (169404.060000 sec): 3 clusters
  Score: Raw -38152659.460679 + Penalty 4113.165127 = -38148546.295552
  nChanged 1251
		SP:Iteration 17Q (169406.260000 sec): 3 clusters
  Score: Raw -38153512.578458 + Penalty 4113.165127 = -38149399.413330
  nChanged 944
		SP:Iteration 18Q (169408.500000 sec): 3 clusters
  Score: Raw -38154113.900367 + Penalty 4113.165127 = -38150000.735239
  nChanged 720
		SP:Iteration 19Q (169410.730000 sec): 3 clusters
  Score: Raw -38154539.759433 + Penalty 4113.165127 = -38150426.594305
  nChanged 561
		SP:Iteration 20F (169413.240000 sec): 3 clusters
  Score: Raw -38154862.718491 + Penalty 4113.165127 = -38150749.553364
  nChanged 466
		SP:Iteration 21Q (169415.440000 sec): 3 clusters
  Score: Raw -38155087.575474 + Penalty 4113.165127 = -38150974.410347
  nChanged 336
		SP:Iteration 22Q (169417.650000 sec): 3 clusters
  Score: Raw -38155232.226305 + Penalty 4113.165127 = -38151119.061178
  nChanged 260
		SP:Iteration 23Q (169419.880000 sec): 3 clusters
  Score: Raw -38155323.386417 + Penalty 4113.165127 = -38151210.221289
  nChanged 199
		SP:Iteration 24Q (169422.080000 sec): 3 clusters
  Score: Raw -38155381.775762 + Penalty 4113.165127 = -38151268.610634
  nChanged 178
		SP:Iteration 25Q (169424.290000 sec): 3 clusters
  Score: Raw -38155429.291270 + Penalty 4113.165127 = -38151316.126142
  nChanged 141
		SP:Iteration 26Q (169426.520000 sec): 3 clusters
  Score: Raw -38155467.315683 + Penalty 4113.165127 = -38151354.150555
  nChanged 139
		SP:Iteration 27Q (169428.750000 sec): 3 clusters
  Score: Raw -38155502.070786 + Penalty 4113.165127 = -38151388.905659
  nChanged 125
		SP:Iteration 28Q (169430.970000 sec): 3 clusters
  Score: Raw -38155529.996659 + Penalty 4113.165127 = -38151416.831532
  nChanged 99
		SP:Iteration 29Q (169433.170000 sec): 3 clusters
  Score: Raw -38155550.463935 + Penalty 4113.165127 = -38151437.298808
  nChanged 84
		SP:Iteration 30Q (169435.400000 sec): 3 clusters
  Score: Raw -38155566.332179 + Penalty 4113.165127 = -38151453.167052
  nChanged 75
		SP:Iteration 31Q (169437.600000 sec): 3 clusters
  Score: Raw -38155578.878915 + Penalty 4113.165127 = -38151465.713787
  nChanged 64
		SP:Iteration 32Q (169439.830000 sec): 3 clusters
  Score: Raw -38155590.818066 + Penalty 4113.165127 = -38151477.652939
  nChanged 53
		SP:Iteration 33Q (169442.050000 sec): 3 clusters
  Score: Raw -38155599.409143 + Penalty 4113.165127 = -38151486.244016
  nChanged 41
		SP:Iteration 34Q (169444.250000 sec): 3 clusters
  Score: Raw -38155605.655737 + Penalty 4113.165127 = -38151492.490609
  nChanged 34
		SP:Iteration 35Q (169446.490000 sec): 3 clusters
  Score: Raw -38155610.479755 + Penalty 4113.165127 = -38151497.314627
  nChanged 25
		SP:Iteration 36Q (169448.710000 sec): 3 clusters
  Score: Raw -38155614.003583 + Penalty 4113.165127 = -38151500.838455
  nChanged 27
		SP:Iteration 37Q (169450.920000 sec): 3 clusters
  Score: Raw -38155617.518896 + Penalty 4113.165127 = -38151504.353769
  nChanged 23
		SP:Iteration 38Q (169453.130000 sec): 3 clusters
  Score: Raw -38155620.603558 + Penalty 4113.165127 = -38151507.438430
  nChanged 23
		SP:Iteration 39Q (169455.340000 sec): 3 clusters
  Score: Raw -38155623.440785 + Penalty 4113.165127 = -38151510.275658
  nChanged 21
		SP:Iteration 40F (169457.800000 sec): 3 clusters
  Score: Raw -38155625.514853 + Penalty 4113.165127 = -38151512.349725
  nChanged 13
		SP:Iteration 41Q (169459.990000 sec): 3 clusters
  Score: Raw -38155626.937390 + Penalty 4113.165127 = -38151513.772263
  nChanged 9
		SP:Iteration 42Q (169462.180000 sec): 3 clusters
  Score: Raw -38155627.781080 + Penalty 4113.165127 = -38151514.615953
  nChanged 8
		SP:Iteration 43Q (169464.350000 sec): 3 clusters
  Score: Raw -38155628.509070 + Penalty 4113.165127 = -38151515.343942
  nChanged 6
		SP:Iteration 44Q (169466.560000 sec): 3 clusters
  Score: Raw -38155628.980953 + Penalty 4113.165127 = -38151515.815825
  nChanged 7
		SP:Iteration 45Q (169468.760000 sec): 3 clusters
  Score: Raw -38155629.567908 + Penalty 4113.165127 = -38151516.402780
  nChanged 4
		SP:Iteration 46Q (169470.950000 sec): 3 clusters
  Score: Raw -38155629.932891 + Penalty 4113.165127 = -38151516.767764
  nChanged 3
		SP:Iteration 47Q (169473.180000 sec): 3 clusters
  Score: Raw -38155630.149216 + Penalty 4113.165127 = -38151516.984088
  nChanged 1
		SP:Iteration 48Q (169475.390000 sec): 3 clusters
  Score: Raw -38155630.226803 + Penalty 4113.165127 = -38151517.061675
  nChanged 1
		SP:Iteration 49Q (169477.580000 sec): 3 clusters
  Score: Raw -38155630.264982 + Penalty 4113.165127 = -38151517.099854
  nChanged 0
		SP:Iteration 50F (169480.120000 sec): 3 clusters
  Score: Raw -38155630.264982 + Penalty 4113.165127 = -38151517.099854
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169480.660000 sec): 2 clusters
  Score: Raw -8563160.221229 + Penalty 1817.770627 = -8561342.450602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169481.360000 sec): 3 clusters
  Score: Raw -8516762.006370 + Penalty 3635.541253 = -8513126.465116
  nChanged 34214
		SP:Iteration 1F (169482.000000 sec): 3 clusters
  Score: Raw -8536122.922703 + Penalty 3635.541253 = -8532487.381450
  nChanged 2298
		SP:Iteration 2Q (169482.650000 sec): 3 clusters
  Score: Raw -8536659.238703 + Penalty 3635.541253 = -8533023.697450
  nChanged 2343
		SP:Iteration 3Q (169483.330000 sec): 3 clusters
  Score: Raw -8537270.634222 + Penalty 3635.541253 = -8533635.092968
  nChanged 2611
		SP:Iteration 4Q (169484.010000 sec): 3 clusters
  Score: Raw -8538136.499631 + Penalty 3635.541253 = -8534500.958377
  nChanged 3179
		SP:Iteration 5Q (169484.700000 sec): 3 clusters
  Score: Raw -8539538.892995 + Penalty 3635.541253 = -8535903.351742
  nChanged 4113
		SP:Iteration 6F (169485.360000 sec): 3 clusters
  Score: Raw -8541937.635402 + Penalty 3635.541253 = -8538302.094149
  nChanged 5236
		SP:Iteration 7F (169486.000000 sec): 3 clusters
  Score: Raw -8545793.019223 + Penalty 3635.541253 = -8542157.477970
  nChanged 6030
		SP:Iteration 8F (169486.680000 sec): 3 clusters
  Score: Raw -8550986.256831 + Penalty 3635.541253 = -8547350.715577
  nChanged 5547
		SP:Iteration 9F (169487.340000 sec): 3 clusters
  Score: Raw -8556156.615918 + Penalty 3635.541253 = -8552521.074665
  nChanged 3840
		SP:Iteration 10F (169487.980000 sec): 3 clusters
  Score: Raw -8559869.370393 + Penalty 3635.541253 = -8556233.829139
  nChanged 2101
		SP:Iteration 11Q (169488.580000 sec): 3 clusters
  Score: Raw -8561992.168268 + Penalty 3635.541253 = -8558356.627014
  nChanged 1161
		SP:Iteration 12Q (169489.150000 sec): 3 clusters
  Score: Raw -8563293.718719 + Penalty 3635.541253 = -8559658.177466
  nChanged 647
		SP:Iteration 13Q (169489.740000 sec): 3 clusters
  Score: Raw -8563919.813011 + Penalty 3635.541253 = -8560284.271757
  nChanged 363
		SP:Iteration 14Q (169490.360000 sec): 3 clusters
  Score: Raw -8564148.619781 + Penalty 3635.541253 = -8560513.078528
  nChanged 228
		SP:Iteration 15Q (169490.970000 sec): 3 clusters
  Score: Raw -8564258.128228 + Penalty 3635.541253 = -8560622.586975
  nChanged 167
		SP:Iteration 16Q (169491.580000 sec): 3 clusters
  Score: Raw -8564320.187849 + Penalty 3635.541253 = -8560684.646595
  nChanged 118
		SP:Iteration 17Q (169492.130000 sec): 3 clusters
  Score: Raw -8564357.455699 + Penalty 3635.541253 = -8560721.914446
  nChanged 75
		SP:Iteration 18Q (169492.720000 sec): 3 clusters
  Score: Raw -8564375.067017 + Penalty 3635.541253 = -8560739.525764
  nChanged 50
		SP:Iteration 19Q (169493.340000 sec): 3 clusters
  Score: Raw -8564385.271106 + Penalty 3635.541253 = -8560749.729853
  nChanged 46
		SP:Iteration 20F (169494.020000 sec): 3 clusters
  Score: Raw -8564395.434358 + Penalty 3635.541253 = -8560759.893105
  nChanged 32
		SP:Iteration 21Q (169494.600000 sec): 3 clusters
  Score: Raw -8564401.271639 + Penalty 3635.541253 = -8560765.730386
  nChanged 31
		SP:Iteration 22Q (169495.220000 sec): 3 clusters
  Score: Raw -8564407.745613 + Penalty 3635.541253 = -8560772.204360
  nChanged 33
		SP:Iteration 23Q (169495.830000 sec): 3 clusters
  Score: Raw -8564415.381872 + Penalty 3635.541253 = -8560779.840619
  nChanged 35
		SP:Iteration 24Q (169496.440000 sec): 3 clusters
  Score: Raw -8564424.230706 + Penalty 3635.541253 = -8560788.689452
  nChanged 40
		SP:Iteration 25Q (169497.000000 sec): 3 clusters
  Score: Raw -8564437.184927 + Penalty 3635.541253 = -8560801.643673
  nChanged 42
		SP:Iteration 26Q (169497.590000 sec): 3 clusters
  Score: Raw -8564446.954040 + Penalty 3635.541253 = -8560811.412787
  nChanged 23
		SP:Iteration 27Q (169498.200000 sec): 3 clusters
  Score: Raw -8564451.793824 + Penalty 3635.541253 = -8560816.252571
  nChanged 25
		SP:Iteration 28Q (169498.810000 sec): 3 clusters
  Score: Raw -8564458.247141 + Penalty 3635.541253 = -8560822.705888
  nChanged 22
		SP:Iteration 29Q (169499.380000 sec): 3 clusters
  Score: Raw -8564463.189827 + Penalty 3635.541253 = -8560827.648574
  nChanged 21
		SP:Iteration 30Q (169499.970000 sec): 3 clusters
  Score: Raw -8564465.978205 + Penalty 3635.541253 = -8560830.436952
  nChanged 20
		SP:Iteration 31Q (169500.580000 sec): 3 clusters
  Score: Raw -8564468.927250 + Penalty 3635.541253 = -8560833.385997
  nChanged 19
		SP:Iteration 32Q (169501.180000 sec): 3 clusters
  Score: Raw -8564471.543358 + Penalty 3635.541253 = -8560836.002104
  nChanged 7
		SP:Iteration 33Q (169501.780000 sec): 3 clusters
  Score: Raw -8564472.338779 + Penalty 3635.541253 = -8560836.797526
  nChanged 4
		SP:Iteration 34Q (169502.330000 sec): 3 clusters
  Score: Raw -8564472.585940 + Penalty 3635.541253 = -8560837.044686
  nChanged 0
		SP:Iteration 35F (169503.000000 sec): 3 clusters
  Score: Raw -8564472.585940 + Penalty 3635.541253 = -8560837.044686
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169503.070000 sec): 2 clusters
  Score: Raw -679000.238341 + Penalty 1426.927894 = -677573.310447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169503.240000 sec): 3 clusters
  Score: Raw -675498.730248 + Penalty 2853.855789 = -672644.874460
  nChanged 2673
		SP:Iteration 1F (169503.340000 sec): 3 clusters
  Score: Raw -677024.110351 + Penalty 2853.855789 = -674170.254562
  nChanged 495
		SP:Iteration 2F (169503.450000 sec): 3 clusters
  Score: Raw -677331.666126 + Penalty 2853.855789 = -674477.810337
  nChanged 412
		SP:Iteration 3F (169503.550000 sec): 3 clusters
  Score: Raw -677605.323475 + Penalty 2853.855789 = -674751.467686
  nChanged 389
		SP:Iteration 4F (169503.650000 sec): 3 clusters
  Score: Raw -677894.602908 + Penalty 2853.855789 = -675040.747119
  nChanged 382
		SP:Iteration 5F (169503.750000 sec): 3 clusters
  Score: Raw -678177.887578 + Penalty 2853.855789 = -675324.031789
  nChanged 336
		SP:Iteration 6F (169503.860000 sec): 3 clusters
  Score: Raw -678442.418122 + Penalty 2853.855789 = -675588.562333
  nChanged 328
		SP:Iteration 7F (169503.970000 sec): 3 clusters
  Score: Raw -678681.018354 + Penalty 2853.855789 = -675827.162565
  nChanged 273
		SP:Iteration 8Q (169504.070000 sec): 3 clusters
  Score: Raw -678831.786362 + Penalty 2853.855789 = -675977.930573
  nChanged 202
		SP:Iteration 9Q (169504.180000 sec): 3 clusters
  Score: Raw -678941.476990 + Penalty 2853.855789 = -676087.621201
  nChanged 173
		SP:Iteration 10Q (169504.290000 sec): 3 clusters
  Score: Raw -679038.423365 + Penalty 2853.855789 = -676184.567576
  nChanged 177
		SP:Iteration 11Q (169504.400000 sec): 3 clusters
  Score: Raw -679137.539373 + Penalty 2853.855789 = -676283.683584
  nChanged 154
		SP:Iteration 12Q (169504.510000 sec): 3 clusters
  Score: Raw -679221.284578 + Penalty 2853.855789 = -676367.428789
  nChanged 158
		SP:Iteration 13Q (169504.630000 sec): 3 clusters
  Score: Raw -679306.354264 + Penalty 2853.855789 = -676452.498476
  nChanged 142
		SP:Iteration 14Q (169504.740000 sec): 3 clusters
  Score: Raw -679378.322958 + Penalty 2853.855789 = -676524.467169
  nChanged 134
		SP:Iteration 15Q (169504.850000 sec): 3 clusters
  Score: Raw -679443.557367 + Penalty 2853.855789 = -676589.701578
  nChanged 107
		SP:Iteration 16Q (169504.960000 sec): 3 clusters
  Score: Raw -679491.439839 + Penalty 2853.855789 = -676637.584050
  nChanged 109
		SP:Iteration 17Q (169505.070000 sec): 3 clusters
  Score: Raw -679526.897947 + Penalty 2853.855789 = -676673.042158
  nChanged 77
		SP:Iteration 18Q (169505.180000 sec): 3 clusters
  Score: Raw -679547.579600 + Penalty 2853.855789 = -676693.723811
  nChanged 52
		SP:Iteration 19Q (169505.290000 sec): 3 clusters
  Score: Raw -679560.124047 + Penalty 2853.855789 = -676706.268258
  nChanged 29
		SP:Iteration 20F (169505.390000 sec): 3 clusters
  Score: Raw -679566.186204 + Penalty 2853.855789 = -676712.330415
  nChanged 27
		SP:Iteration 21Q (169505.500000 sec): 3 clusters
  Score: Raw -679572.357290 + Penalty 2853.855789 = -676718.501501
  nChanged 32
		SP:Iteration 22Q (169505.610000 sec): 3 clusters
  Score: Raw -679580.283568 + Penalty 2853.855789 = -676726.427779
  nChanged 25
		SP:Iteration 23Q (169505.720000 sec): 3 clusters
  Score: Raw -679586.655522 + Penalty 2853.855789 = -676732.799734
  nChanged 27
		SP:Iteration 24Q (169505.830000 sec): 3 clusters
  Score: Raw -679593.216988 + Penalty 2853.855789 = -676739.361199
  nChanged 21
		SP:Iteration 25Q (169505.940000 sec): 3 clusters
  Score: Raw -679597.526006 + Penalty 2853.855789 = -676743.670217
  nChanged 17
		SP:Iteration 26Q (169506.050000 sec): 3 clusters
  Score: Raw -679600.539372 + Penalty 2853.855789 = -676746.683583
  nChanged 16
		SP:Iteration 27Q (169506.160000 sec): 3 clusters
  Score: Raw -679603.171069 + Penalty 2853.855789 = -676749.315280
  nChanged 8
		SP:Iteration 28Q (169506.270000 sec): 3 clusters
  Score: Raw -679604.526980 + Penalty 2853.855789 = -676750.671191
  nChanged 9
		SP:Iteration 29Q (169506.380000 sec): 3 clusters
  Score: Raw -679605.559376 + Penalty 2853.855789 = -676751.703587
  nChanged 7
		SP:Iteration 30Q (169506.490000 sec): 3 clusters
  Score: Raw -679606.638946 + Penalty 2853.855789 = -676752.783157
  nChanged 8
		SP:Iteration 31Q (169506.600000 sec): 3 clusters
  Score: Raw -679607.968642 + Penalty 2853.855789 = -676754.112853
  nChanged 12
		SP:Iteration 32Q (169506.710000 sec): 3 clusters
  Score: Raw -679609.705644 + Penalty 2853.855789 = -676755.849855
  nChanged 5
		SP:Iteration 33Q (169506.830000 sec): 3 clusters
  Score: Raw -679610.274740 + Penalty 2853.855789 = -676756.418951
  nChanged 5
		SP:Iteration 34Q (169506.950000 sec): 3 clusters
  Score: Raw -679610.802387 + Penalty 2853.855789 = -676756.946598
  nChanged 0
		SP:Iteration 35F (169507.060000 sec): 3 clusters
  Score: Raw -679610.802387 + Penalty 2853.855789 = -676756.946598
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (45553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169507.430000 sec): 2 clusters
  Score: Raw -5246130.165152 + Penalty 1743.077661 = -5244387.087491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169507.910000 sec): 3 clusters
  Score: Raw -5217273.858131 + Penalty 3486.155323 = -5213787.702808
  nChanged 21427
		SP:Iteration 1F (169508.370000 sec): 3 clusters
  Score: Raw -5229578.882381 + Penalty 3486.155323 = -5226092.727058
  nChanged 2030
		SP:Iteration 2Q (169508.840000 sec): 3 clusters
  Score: Raw -5230320.834600 + Penalty 3486.155323 = -5226834.679277
  nChanged 2169
		SP:Iteration 3Q (169509.280000 sec): 3 clusters
  Score: Raw -5231224.143392 + Penalty 3486.155323 = -5227737.988070
  nChanged 2378
		SP:Iteration 4F (169509.720000 sec): 3 clusters
  Score: Raw -5232369.318592 + Penalty 3486.155323 = -5228883.163269
  nChanged 2672
		SP:Iteration 5F (169510.190000 sec): 3 clusters
  Score: Raw -5233834.348752 + Penalty 3486.155323 = -5230348.193429
  nChanged 2754
		SP:Iteration 6F (169510.650000 sec): 3 clusters
  Score: Raw -5235413.611119 + Penalty 3486.155323 = -5231927.455796
  nChanged 2697
		SP:Iteration 7F (169511.090000 sec): 3 clusters
  Score: Raw -5237081.420316 + Penalty 3486.155323 = -5233595.264994
  nChanged 2622
		SP:Iteration 8F (169511.550000 sec): 3 clusters
  Score: Raw -5238882.382682 + Penalty 3486.155323 = -5235396.227360
  nChanged 2546
		SP:Iteration 9F (169512.020000 sec): 3 clusters
  Score: Raw -5240708.115393 + Penalty 3486.155323 = -5237221.960071
  nChanged 2201
		SP:Iteration 10Q (169512.450000 sec): 3 clusters
  Score: Raw -5242093.470077 + Penalty 3486.155323 = -5238607.314755
  nChanged 1760
		SP:Iteration 11Q (169512.910000 sec): 3 clusters
  Score: Raw -5242964.961571 + Penalty 3486.155323 = -5239478.806248
  nChanged 1258
		SP:Iteration 12Q (169513.370000 sec): 3 clusters
  Score: Raw -5243482.618878 + Penalty 3486.155323 = -5239996.463555
  nChanged 951
		SP:Iteration 13Q (169513.820000 sec): 3 clusters
  Score: Raw -5243796.039672 + Penalty 3486.155323 = -5240309.884350
  nChanged 735
		SP:Iteration 14Q (169514.270000 sec): 3 clusters
  Score: Raw -5244027.729317 + Penalty 3486.155323 = -5240541.573994
  nChanged 648
		SP:Iteration 15Q (169514.720000 sec): 3 clusters
  Score: Raw -5244227.359145 + Penalty 3486.155323 = -5240741.203822
  nChanged 582
		SP:Iteration 16Q (169515.160000 sec): 3 clusters
  Score: Raw -5244408.297922 + Penalty 3486.155323 = -5240922.142599
  nChanged 556
		SP:Iteration 17Q (169515.600000 sec): 3 clusters
  Score: Raw -5244585.797088 + Penalty 3486.155323 = -5241099.641765
  nChanged 571
		SP:Iteration 18Q (169516.050000 sec): 3 clusters
  Score: Raw -5244774.666248 + Penalty 3486.155323 = -5241288.510926
  nChanged 525
		SP:Iteration 19Q (169516.520000 sec): 3 clusters
  Score: Raw -5244948.790882 + Penalty 3486.155323 = -5241462.635559
  nChanged 521
		SP:Iteration 20F (169516.980000 sec): 3 clusters
  Score: Raw -5245140.496519 + Penalty 3486.155323 = -5241654.341196
  nChanged 551
		SP:Iteration 21Q (169517.420000 sec): 3 clusters
  Score: Raw -5245349.393626 + Penalty 3486.155323 = -5241863.238303
  nChanged 569
		SP:Iteration 22Q (169517.870000 sec): 3 clusters
  Score: Raw -5245579.004365 + Penalty 3486.155323 = -5242092.849042
  nChanged 591
		SP:Iteration 23Q (169518.310000 sec): 3 clusters
  Score: Raw -5245828.975000 + Penalty 3486.155323 = -5242342.819677
  nChanged 563
		SP:Iteration 24Q (169518.770000 sec): 3 clusters
  Score: Raw -5246038.869883 + Penalty 3486.155323 = -5242552.714560
  nChanged 534
		SP:Iteration 25Q (169519.230000 sec): 3 clusters
  Score: Raw -5246210.652882 + Penalty 3486.155323 = -5242724.497560
  nChanged 449
		SP:Iteration 26Q (169519.670000 sec): 3 clusters
  Score: Raw -5246341.933060 + Penalty 3486.155323 = -5242855.777737
  nChanged 401
		SP:Iteration 27Q (169520.130000 sec): 3 clusters
  Score: Raw -5246438.599875 + Penalty 3486.155323 = -5242952.444552
  nChanged 355
		SP:Iteration 28Q (169520.570000 sec): 3 clusters
  Score: Raw -5246519.836657 + Penalty 3486.155323 = -5243033.681334
  nChanged 339
		SP:Iteration 29Q (169521.030000 sec): 3 clusters
  Score: Raw -5246594.300379 + Penalty 3486.155323 = -5243108.145056
  nChanged 303
		SP:Iteration 30Q (169521.480000 sec): 3 clusters
  Score: Raw -5246651.612244 + Penalty 3486.155323 = -5243165.456922
  nChanged 285
		SP:Iteration 31Q (169521.930000 sec): 3 clusters
  Score: Raw -5246702.951404 + Penalty 3486.155323 = -5243216.796081
  nChanged 275
		SP:Iteration 32Q (169522.390000 sec): 3 clusters
  Score: Raw -5246748.853749 + Penalty 3486.155323 = -5243262.698426
  nChanged 233
		SP:Iteration 33Q (169522.840000 sec): 3 clusters
  Score: Raw -5246783.807132 + Penalty 3486.155323 = -5243297.651809
  nChanged 216
		SP:Iteration 34Q (169523.290000 sec): 3 clusters
  Score: Raw -5246812.856286 + Penalty 3486.155323 = -5243326.700963
  nChanged 199
		SP:Iteration 35Q (169523.740000 sec): 3 clusters
  Score: Raw -5246838.264120 + Penalty 3486.155323 = -5243352.108798
  nChanged 183
		SP:Iteration 36Q (169524.190000 sec): 3 clusters
  Score: Raw -5246862.535666 + Penalty 3486.155323 = -5243376.380343
  nChanged 151
		SP:Iteration 37Q (169524.650000 sec): 3 clusters
  Score: Raw -5246878.505076 + Penalty 3486.155323 = -5243392.349753
  nChanged 128
		SP:Iteration 38Q (169525.090000 sec): 3 clusters
  Score: Raw -5246890.125264 + Penalty 3486.155323 = -5243403.969941
  nChanged 112
		SP:Iteration 39Q (169525.550000 sec): 3 clusters
  Score: Raw -5246900.614649 + Penalty 3486.155323 = -5243414.459327
  nChanged 111
		SP:Iteration 40F (169526.030000 sec): 3 clusters
  Score: Raw -5246910.214685 + Penalty 3486.155323 = -5243424.059362
  nChanged 107
		SP:Iteration 41Q (169526.470000 sec): 3 clusters
  Score: Raw -5246917.996133 + Penalty 3486.155323 = -5243431.840811
  nChanged 73
		SP:Iteration 42Q (169526.930000 sec): 3 clusters
  Score: Raw -5246922.622368 + Penalty 3486.155323 = -5243436.467046
  nChanged 66
		SP:Iteration 43Q (169527.360000 sec): 3 clusters
  Score: Raw -5246926.813646 + Penalty 3486.155323 = -5243440.658323
  nChanged 61
		SP:Iteration 44Q (169527.820000 sec): 3 clusters
  Score: Raw -5246930.445771 + Penalty 3486.155323 = -5243444.290449
  nChanged 60
		SP:Iteration 45Q (169528.280000 sec): 3 clusters
  Score: Raw -5246933.870733 + Penalty 3486.155323 = -5243447.715410
  nChanged 51
		SP:Iteration 46Q (169528.730000 sec): 3 clusters
  Score: Raw -5246936.922979 + Penalty 3486.155323 = -5243450.767656
  nChanged 48
		SP:Iteration 47Q (169529.160000 sec): 3 clusters
  Score: Raw -5246939.933826 + Penalty 3486.155323 = -5243453.778504
  nChanged 53
		SP:Iteration 48Q (169529.620000 sec): 3 clusters
  Score: Raw -5246943.482973 + Penalty 3486.155323 = -5243457.327651
  nChanged 64
		SP:Iteration 49Q (169530.080000 sec): 3 clusters
  Score: Raw -5246947.505254 + Penalty 3486.155323 = -5243461.349931
  nChanged 68
		SP:Iteration 50Q (169530.530000 sec): 3 clusters
  Score: Raw -5246952.339133 + Penalty 3486.155323 = -5243466.183810
  nChanged 68
		SP:Iteration 51Q (169530.990000 sec): 3 clusters
  Score: Raw -5246956.505174 + Penalty 3486.155323 = -5243470.349851
  nChanged 57
		SP:Iteration 52Q (169531.450000 sec): 3 clusters
  Score: Raw -5246960.769107 + Penalty 3486.155323 = -5243474.613784
  nChanged 54
		SP:Iteration 53Q (169531.880000 sec): 3 clusters
  Score: Raw -5246964.323141 + Penalty 3486.155323 = -5243478.167818
  nChanged 53
		SP:Iteration 54Q (169532.340000 sec): 3 clusters
  Score: Raw -5246967.538936 + Penalty 3486.155323 = -5243481.383613
  nChanged 49
		SP:Iteration 55Q (169532.790000 sec): 3 clusters
  Score: Raw -5246970.952109 + Penalty 3486.155323 = -5243484.796786
  nChanged 46
		SP:Iteration 56Q (169533.250000 sec): 3 clusters
  Score: Raw -5246973.908656 + Penalty 3486.155323 = -5243487.753334
  nChanged 45
		SP:Iteration 57Q (169533.680000 sec): 3 clusters
  Score: Raw -5246976.135301 + Penalty 3486.155323 = -5243489.979978
  nChanged 37
		SP:Iteration 58Q (169534.140000 sec): 3 clusters
  Score: Raw -5246978.173207 + Penalty 3486.155323 = -5243492.017884
  nChanged 39
		SP:Iteration 59Q (169534.590000 sec): 3 clusters
  Score: Raw -5246980.201047 + Penalty 3486.155323 = -5243494.045724
  nChanged 37
		SP:Iteration 60F (169535.080000 sec): 3 clusters
  Score: Raw -5246982.159796 + Penalty 3486.155323 = -5243496.004473
  nChanged 26
		SP:Iteration 61Q (169535.510000 sec): 3 clusters
  Score: Raw -5246983.229668 + Penalty 3486.155323 = -5243497.074345
  nChanged 17
		SP:Iteration 62Q (169535.940000 sec): 3 clusters
  Score: Raw -5246983.878043 + Penalty 3486.155323 = -5243497.722720
  nChanged 11
		SP:Iteration 63Q (169536.390000 sec): 3 clusters
  Score: Raw -5246984.327434 + Penalty 3486.155323 = -5243498.172111
  nChanged 11
		SP:Iteration 64Q (169536.850000 sec): 3 clusters
  Score: Raw -5246984.725595 + Penalty 3486.155323 = -5243498.570273
  nChanged 11
		SP:Iteration 65Q (169537.310000 sec): 3 clusters
  Score: Raw -5246985.070702 + Penalty 3486.155323 = -5243498.915379
  nChanged 9
		SP:Iteration 66Q (169537.770000 sec): 3 clusters
  Score: Raw -5246985.344334 + Penalty 3486.155323 = -5243499.189011
  nChanged 8
		SP:Iteration 67Q (169538.220000 sec): 3 clusters
  Score: Raw -5246985.552257 + Penalty 3486.155323 = -5243499.396935
  nChanged 8
		SP:Iteration 68Q (169538.670000 sec): 3 clusters
  Score: Raw -5246985.793487 + Penalty 3486.155323 = -5243499.638164
  nChanged 6
		SP:Iteration 69Q (169539.130000 sec): 3 clusters
  Score: Raw -5246985.910144 + Penalty 3486.155323 = -5243499.754821
  nChanged 5
		SP:Iteration 70Q (169539.540000 sec): 3 clusters
  Score: Raw -5246986.059816 + Penalty 3486.155323 = -5243499.904493
  nChanged 1
		SP:Iteration 71Q (169539.970000 sec): 3 clusters
  Score: Raw -5246986.079296 + Penalty 3486.155323 = -5243499.923973
  nChanged 2
		SP:Iteration 72Q (169540.410000 sec): 3 clusters
  Score: Raw -5246986.104394 + Penalty 3486.155323 = -5243499.949072
  nChanged 2
		SP:Iteration 73Q (169540.840000 sec): 3 clusters
  Score: Raw -5246986.138589 + Penalty 3486.155323 = -5243499.983266
  nChanged 1
		SP:Iteration 74Q (169541.300000 sec): 3 clusters
  Score: Raw -5246986.151146 + Penalty 3486.155323 = -5243499.995823
  nChanged 0
		SP:Iteration 75F (169541.790000 sec): 3 clusters
  Score: Raw -5246986.151146 + Penalty 3486.155323 = -5243499.995823
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169541.870000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169541.970000 sec): 3 clusters
  Score: Raw -590980.965565 + Penalty 2757.383425 = -588223.582140
  nChanged 1930
		SP:Iteration 1F (169542.050000 sec): 3 clusters
  Score: Raw -592081.515756 + Penalty 2757.383425 = -589324.132332
  nChanged 326
		SP:Iteration 2F (169542.140000 sec): 3 clusters
  Score: Raw -592244.638728 + Penalty 2757.383425 = -589487.255304
  nChanged 217
		SP:Iteration 3Q (169542.230000 sec): 3 clusters
  Score: Raw -592352.101404 + Penalty 2757.383425 = -589594.717979
  nChanged 210
		SP:Iteration 4Q (169542.320000 sec): 3 clusters
  Score: Raw -592446.159254 + Penalty 2757.383425 = -589688.775829
  nChanged 140
		SP:Iteration 5Q (169542.410000 sec): 3 clusters
  Score: Raw -592507.081267 + Penalty 2757.383425 = -589749.697842
  nChanged 109
		SP:Iteration 6Q (169542.500000 sec): 3 clusters
  Score: Raw -592553.911634 + Penalty 2757.383425 = -589796.528209
  nChanged 124
		SP:Iteration 7Q (169542.590000 sec): 3 clusters
  Score: Raw -592609.383767 + Penalty 2757.383425 = -589852.000343
  nChanged 119
		SP:Iteration 8Q (169542.670000 sec): 3 clusters
  Score: Raw -592668.434166 + Penalty 2757.383425 = -589911.050741
  nChanged 106
		SP:Iteration 9Q (169542.760000 sec): 3 clusters
  Score: Raw -592724.462148 + Penalty 2757.383425 = -589967.078724
  nChanged 105
		SP:Iteration 10Q (169542.850000 sec): 3 clusters
  Score: Raw -592772.601901 + Penalty 2757.383425 = -590015.218476
  nChanged 98
		SP:Iteration 11Q (169542.940000 sec): 3 clusters
  Score: Raw -592813.383157 + Penalty 2757.383425 = -590055.999732
  nChanged 84
		SP:Iteration 12Q (169543.030000 sec): 3 clusters
  Score: Raw -592847.033500 + Penalty 2757.383425 = -590089.650075
  nChanged 79
		SP:Iteration 13Q (169543.110000 sec): 3 clusters
  Score: Raw -592880.210264 + Penalty 2757.383425 = -590122.826839
  nChanged 71
		SP:Iteration 14Q (169543.200000 sec): 3 clusters
  Score: Raw -592910.892742 + Penalty 2757.383425 = -590153.509317
  nChanged 63
		SP:Iteration 15Q (169543.290000 sec): 3 clusters
  Score: Raw -592940.227672 + Penalty 2757.383425 = -590182.844247
  nChanged 75
		SP:Iteration 16Q (169543.380000 sec): 3 clusters
  Score: Raw -592972.040676 + Penalty 2757.383425 = -590214.657251
  nChanged 71
		SP:Iteration 17Q (169543.470000 sec): 3 clusters
  Score: Raw -593002.706953 + Penalty 2757.383425 = -590245.323529
  nChanged 77
		SP:Iteration 18Q (169543.550000 sec): 3 clusters
  Score: Raw -593046.023754 + Penalty 2757.383425 = -590288.640329
  nChanged 82
		SP:Iteration 19Q (169543.640000 sec): 3 clusters
  Score: Raw -593088.498757 + Penalty 2757.383425 = -590331.115333
  nChanged 74
		SP:Iteration 20F (169543.730000 sec): 3 clusters
  Score: Raw -593118.735221 + Penalty 2757.383425 = -590361.351796
  nChanged 55
		SP:Iteration 21Q (169543.820000 sec): 3 clusters
  Score: Raw -593141.068496 + Penalty 2757.383425 = -590383.685072
  nChanged 59
		SP:Iteration 22Q (169543.910000 sec): 3 clusters
  Score: Raw -593162.708736 + Penalty 2757.383425 = -590405.325311
  nChanged 48
		SP:Iteration 23Q (169543.990000 sec): 3 clusters
  Score: Raw -593182.651840 + Penalty 2757.383425 = -590425.268415
  nChanged 54
		SP:Iteration 24Q (169544.080000 sec): 3 clusters
  Score: Raw -593201.036944 + Penalty 2757.383425 = -590443.653520
  nChanged 31
		SP:Iteration 25Q (169544.170000 sec): 3 clusters
  Score: Raw -593211.705714 + Penalty 2757.383425 = -590454.322289
  nChanged 28
		SP:Iteration 26Q (169544.250000 sec): 3 clusters
  Score: Raw -593221.098111 + Penalty 2757.383425 = -590463.714686
  nChanged 34
		SP:Iteration 27Q (169544.340000 sec): 3 clusters
  Score: Raw -593233.346012 + Penalty 2757.383425 = -590475.962588
  nChanged 29
		SP:Iteration 28Q (169544.430000 sec): 3 clusters
  Score: Raw -593241.350529 + Penalty 2757.383425 = -590483.967104
  nChanged 23
		SP:Iteration 29Q (169544.510000 sec): 3 clusters
  Score: Raw -593247.574966 + Penalty 2757.383425 = -590490.191541
  nChanged 23
		SP:Iteration 30Q (169544.600000 sec): 3 clusters
  Score: Raw -593253.900442 + Penalty 2757.383425 = -590496.517017
  nChanged 21
		SP:Iteration 31Q (169544.690000 sec): 3 clusters
  Score: Raw -593261.196220 + Penalty 2757.383425 = -590503.812796
  nChanged 25
		SP:Iteration 32Q (169544.770000 sec): 3 clusters
  Score: Raw -593268.309785 + Penalty 2757.383425 = -590510.926360
  nChanged 27
		SP:Iteration 33Q (169544.860000 sec): 3 clusters
  Score: Raw -593276.616534 + Penalty 2757.383425 = -590519.233109
  nChanged 27
		SP:Iteration 34Q (169544.950000 sec): 3 clusters
  Score: Raw -593285.799497 + Penalty 2757.383425 = -590528.416072
  nChanged 24
		SP:Iteration 35Q (169545.030000 sec): 3 clusters
  Score: Raw -593292.568832 + Penalty 2757.383425 = -590535.185407
  nChanged 24
		SP:Iteration 36Q (169545.120000 sec): 3 clusters
  Score: Raw -593298.736979 + Penalty 2757.383425 = -590541.353555
  nChanged 20
		SP:Iteration 37Q (169545.210000 sec): 3 clusters
  Score: Raw -593304.639877 + Penalty 2757.383425 = -590547.256452
  nChanged 16
		SP:Iteration 38Q (169545.290000 sec): 3 clusters
  Score: Raw -593309.977495 + Penalty 2757.383425 = -590552.594070
  nChanged 19
		SP:Iteration 39Q (169545.380000 sec): 3 clusters
  Score: Raw -593315.413593 + Penalty 2757.383425 = -590558.030168
  nChanged 19
		SP:Iteration 40F (169545.470000 sec): 3 clusters
  Score: Raw -593320.562770 + Penalty 2757.383425 = -590563.179345
  nChanged 11
		SP:Iteration 41Q (169545.550000 sec): 3 clusters
  Score: Raw -593322.825471 + Penalty 2757.383425 = -590565.442046
  nChanged 15
		SP:Iteration 42Q (169545.640000 sec): 3 clusters
  Score: Raw -593326.949158 + Penalty 2757.383425 = -590569.565733
  nChanged 20
		SP:Iteration 43Q (169545.730000 sec): 3 clusters
  Score: Raw -593333.873106 + Penalty 2757.383425 = -590576.489682
  nChanged 17
		SP:Iteration 44Q (169545.810000 sec): 3 clusters
  Score: Raw -593338.046538 + Penalty 2757.383425 = -590580.663113
  nChanged 15
		SP:Iteration 45Q (169545.900000 sec): 3 clusters
  Score: Raw -593342.234826 + Penalty 2757.383425 = -590584.851401
  nChanged 18
		SP:Iteration 46Q (169545.990000 sec): 3 clusters
  Score: Raw -593346.966314 + Penalty 2757.383425 = -590589.582889
  nChanged 18
		SP:Iteration 47Q (169546.070000 sec): 3 clusters
  Score: Raw -593352.510615 + Penalty 2757.383425 = -590595.127191
  nChanged 24
		SP:Iteration 48Q (169546.160000 sec): 3 clusters
  Score: Raw -593362.059791 + Penalty 2757.383425 = -590604.676367
  nChanged 33
		SP:Iteration 49Q (169546.250000 sec): 3 clusters
  Score: Raw -593375.224644 + Penalty 2757.383425 = -590617.841219
  nChanged 33
		SP:Iteration 50Q (169546.330000 sec): 3 clusters
  Score: Raw -593387.644868 + Penalty 2757.383425 = -590630.261444
  nChanged 28
		SP:Iteration 51Q (169546.420000 sec): 3 clusters
  Score: Raw -593397.221874 + Penalty 2757.383425 = -590639.838450
  nChanged 31
		SP:Iteration 52Q (169546.510000 sec): 3 clusters
  Score: Raw -593410.366183 + Penalty 2757.383425 = -590652.982758
  nChanged 37
		SP:Iteration 53Q (169546.590000 sec): 3 clusters
  Score: Raw -593424.347801 + Penalty 2757.383425 = -590666.964376
  nChanged 35
		SP:Iteration 54Q (169546.680000 sec): 3 clusters
  Score: Raw -593437.658902 + Penalty 2757.383425 = -590680.275477
  nChanged 30
		SP:Iteration 55Q (169546.760000 sec): 3 clusters
  Score: Raw -593447.970515 + Penalty 2757.383425 = -590690.587090
  nChanged 21
		SP:Iteration 56Q (169546.850000 sec): 3 clusters
  Score: Raw -593455.090504 + Penalty 2757.383425 = -590697.707079
  nChanged 26
		SP:Iteration 57Q (169546.930000 sec): 3 clusters
  Score: Raw -593464.001989 + Penalty 2757.383425 = -590706.618564
  nChanged 22
		SP:Iteration 58Q (169547.020000 sec): 3 clusters
  Score: Raw -593475.126195 + Penalty 2757.383425 = -590717.742770
  nChanged 30
		SP:Iteration 59Q (169547.110000 sec): 3 clusters
  Score: Raw -593492.251768 + Penalty 2757.383425 = -590734.868344
  nChanged 41
		SP:Iteration 60F (169547.190000 sec): 3 clusters
  Score: Raw -593513.473412 + Penalty 2757.383425 = -590756.089988
  nChanged 27
		SP:Iteration 61Q (169547.280000 sec): 3 clusters
  Score: Raw -593529.180684 + Penalty 2757.383425 = -590771.797260
  nChanged 31
		SP:Iteration 62Q (169547.370000 sec): 3 clusters
  Score: Raw -593545.481574 + Penalty 2757.383425 = -590788.098150
  nChanged 24
		SP:Iteration 63Q (169547.450000 sec): 3 clusters
  Score: Raw -593556.703518 + Penalty 2757.383425 = -590799.320093
  nChanged 22
		SP:Iteration 64Q (169547.540000 sec): 3 clusters
  Score: Raw -593567.844562 + Penalty 2757.383425 = -590810.461137
  nChanged 19
		SP:Iteration 65Q (169547.620000 sec): 3 clusters
  Score: Raw -593575.922211 + Penalty 2757.383425 = -590818.538786
  nChanged 11
		SP:Iteration 66Q (169547.710000 sec): 3 clusters
  Score: Raw -593581.700589 + Penalty 2757.383425 = -590824.317165
  nChanged 14
		SP:Iteration 67Q (169547.790000 sec): 3 clusters
  Score: Raw -593586.890548 + Penalty 2757.383425 = -590829.507123
  nChanged 9
		SP:Iteration 68Q (169547.880000 sec): 3 clusters
  Score: Raw -593590.056351 + Penalty 2757.383425 = -590832.672927
  nChanged 13
		SP:Iteration 69Q (169547.960000 sec): 3 clusters
  Score: Raw -593595.542971 + Penalty 2757.383425 = -590838.159546
  nChanged 16
		SP:Iteration 70Q (169548.050000 sec): 3 clusters
  Score: Raw -593603.493620 + Penalty 2757.383425 = -590846.110195
  nChanged 9
		SP:Iteration 71Q (169548.130000 sec): 3 clusters
  Score: Raw -593606.643335 + Penalty 2757.383425 = -590849.259910
  nChanged 6
		SP:Iteration 72Q (169548.220000 sec): 3 clusters
  Score: Raw -593609.203136 + Penalty 2757.383425 = -590851.819712
  nChanged 3
		SP:Iteration 73Q (169548.310000 sec): 3 clusters
  Score: Raw -593610.183116 + Penalty 2757.383425 = -590852.799692
  nChanged 3
		SP:Iteration 74Q (169548.390000 sec): 3 clusters
  Score: Raw -593611.080574 + Penalty 2757.383425 = -590853.697149
  nChanged 3
		SP:Iteration 75Q (169548.480000 sec): 3 clusters
  Score: Raw -593612.413136 + Penalty 2757.383425 = -590855.029711
  nChanged 5
		SP:Iteration 76Q (169548.560000 sec): 3 clusters
  Score: Raw -593615.865243 + Penalty 2757.383425 = -590858.481819
  nChanged 6
		SP:Iteration 77Q (169548.650000 sec): 3 clusters
  Score: Raw -593619.001275 + Penalty 2757.383425 = -590861.617850
  nChanged 6
		SP:Iteration 78Q (169548.730000 sec): 3 clusters
  Score: Raw -593621.497837 + Penalty 2757.383425 = -590864.114413
  nChanged 7
		SP:Iteration 79Q (169548.820000 sec): 3 clusters
  Score: Raw -593625.029691 + Penalty 2757.383425 = -590867.646267
  nChanged 4
		SP:Iteration 80F (169548.910000 sec): 3 clusters
  Score: Raw -593626.597500 + Penalty 2757.383425 = -590869.214076
  nChanged 3
		SP:Iteration 81Q (169548.990000 sec): 3 clusters
  Score: Raw -593627.959632 + Penalty 2757.383425 = -590870.576207
  nChanged 1
		SP:Iteration 82Q (169549.080000 sec): 3 clusters
  Score: Raw -593628.098702 + Penalty 2757.383425 = -590870.715278
  nChanged 0
		SP:Iteration 83F (169549.170000 sec): 3 clusters
  Score: Raw -593628.098702 + Penalty 2757.383425 = -590870.715278
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169549.300000 sec): 2 clusters
  Score: Raw -1507298.140680 + Penalty 1548.003029 = -1505750.137651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169549.510000 sec): 3 clusters
  Score: Raw -1499295.608369 + Penalty 3096.006059 = -1496199.602311
  nChanged 6083
		SP:Iteration 1F (169549.700000 sec): 3 clusters
  Score: Raw -1502943.704421 + Penalty 3096.006059 = -1499847.698363
  nChanged 952
		SP:Iteration 2F (169549.880000 sec): 3 clusters
  Score: Raw -1503471.247869 + Penalty 3096.006059 = -1500375.241810
  nChanged 869
		SP:Iteration 3F (169550.100000 sec): 3 clusters
  Score: Raw -1503989.066978 + Penalty 3096.006059 = -1500893.060919
  nChanged 854
		SP:Iteration 4F (169550.320000 sec): 3 clusters
  Score: Raw -1504505.539366 + Penalty 3096.006059 = -1501409.533307
  nChanged 789
		SP:Iteration 5F (169550.560000 sec): 3 clusters
  Score: Raw -1504972.945780 + Penalty 3096.006059 = -1501876.939722
  nChanged 701
		SP:Iteration 6F (169550.740000 sec): 3 clusters
  Score: Raw -1505348.448539 + Penalty 3096.006059 = -1502252.442481
  nChanged 577
		SP:Iteration 7Q (169550.970000 sec): 3 clusters
  Score: Raw -1505640.077901 + Penalty 3096.006059 = -1502544.071842
  nChanged 484
		SP:Iteration 8Q (169551.150000 sec): 3 clusters
  Score: Raw -1505874.965290 + Penalty 3096.006059 = -1502778.959231
  nChanged 408
		SP:Iteration 9Q (169551.380000 sec): 3 clusters
  Score: Raw -1506075.612138 + Penalty 3096.006059 = -1502979.606080
  nChanged 371
		SP:Iteration 10Q (169551.560000 sec): 3 clusters
  Score: Raw -1506219.898157 + Penalty 3096.006059 = -1503123.892098
  nChanged 294
		SP:Iteration 11Q (169551.740000 sec): 3 clusters
  Score: Raw -1506324.342607 + Penalty 3096.006059 = -1503228.336548
  nChanged 268
		SP:Iteration 12Q (169551.940000 sec): 3 clusters
  Score: Raw -1506427.391836 + Penalty 3096.006059 = -1503331.385777
  nChanged 287
		SP:Iteration 13Q (169552.130000 sec): 3 clusters
  Score: Raw -1506553.115462 + Penalty 3096.006059 = -1503457.109404
  nChanged 280
		SP:Iteration 14Q (169552.320000 sec): 3 clusters
  Score: Raw -1506673.637605 + Penalty 3096.006059 = -1503577.631547
  nChanged 272
		SP:Iteration 15Q (169552.520000 sec): 3 clusters
  Score: Raw -1506791.796043 + Penalty 3096.006059 = -1503695.789985
  nChanged 292
		SP:Iteration 16Q (169552.700000 sec): 3 clusters
  Score: Raw -1506924.129217 + Penalty 3096.006059 = -1503828.123158
  nChanged 268
		SP:Iteration 17Q (169552.890000 sec): 3 clusters
  Score: Raw -1507045.823014 + Penalty 3096.006059 = -1503949.816956
  nChanged 256
		SP:Iteration 18Q (169553.080000 sec): 3 clusters
  Score: Raw -1507156.548202 + Penalty 3096.006059 = -1504060.542144
  nChanged 225
		SP:Iteration 19Q (169553.270000 sec): 3 clusters
  Score: Raw -1507250.737526 + Penalty 3096.006059 = -1504154.731468
  nChanged 205
		SP:Iteration 20F (169553.460000 sec): 3 clusters
  Score: Raw -1507341.512284 + Penalty 3096.006059 = -1504245.506225
  nChanged 199
		SP:Iteration 21Q (169553.680000 sec): 3 clusters
  Score: Raw -1507417.407729 + Penalty 3096.006059 = -1504321.401671
  nChanged 178
		SP:Iteration 22Q (169553.850000 sec): 3 clusters
  Score: Raw -1507479.787786 + Penalty 3096.006059 = -1504383.781728
  nChanged 167
		SP:Iteration 23Q (169554.040000 sec): 3 clusters
  Score: Raw -1507543.795490 + Penalty 3096.006059 = -1504447.789431
  nChanged 172
		SP:Iteration 24Q (169554.230000 sec): 3 clusters
  Score: Raw -1507610.485186 + Penalty 3096.006059 = -1504514.479128
  nChanged 141
		SP:Iteration 25Q (169554.420000 sec): 3 clusters
  Score: Raw -1507663.682042 + Penalty 3096.006059 = -1504567.675984
  nChanged 131
		SP:Iteration 26Q (169554.590000 sec): 3 clusters
  Score: Raw -1507712.487998 + Penalty 3096.006059 = -1504616.481940
  nChanged 138
		SP:Iteration 27Q (169554.790000 sec): 3 clusters
  Score: Raw -1507769.153762 + Penalty 3096.006059 = -1504673.147704
  nChanged 129
		SP:Iteration 28Q (169554.970000 sec): 3 clusters
  Score: Raw -1507822.749862 + Penalty 3096.006059 = -1504726.743804
  nChanged 99
		SP:Iteration 29Q (169555.140000 sec): 3 clusters
  Score: Raw -1507860.039840 + Penalty 3096.006059 = -1504764.033781
  nChanged 88
		SP:Iteration 30Q (169555.340000 sec): 3 clusters
  Score: Raw -1507894.897879 + Penalty 3096.006059 = -1504798.891820
  nChanged 86
		SP:Iteration 31Q (169555.540000 sec): 3 clusters
  Score: Raw -1507929.808843 + Penalty 3096.006059 = -1504833.802784
  nChanged 67
		SP:Iteration 32Q (169555.720000 sec): 3 clusters
  Score: Raw -1507959.456608 + Penalty 3096.006059 = -1504863.450549
  nChanged 53
		SP:Iteration 33Q (169555.890000 sec): 3 clusters
  Score: Raw -1507981.596998 + Penalty 3096.006059 = -1504885.590940
  nChanged 48
		SP:Iteration 34Q (169556.080000 sec): 3 clusters
  Score: Raw -1508002.462803 + Penalty 3096.006059 = -1504906.456745
  nChanged 43
		SP:Iteration 35Q (169556.280000 sec): 3 clusters
  Score: Raw -1508016.282318 + Penalty 3096.006059 = -1504920.276260
  nChanged 41
		SP:Iteration 36Q (169556.460000 sec): 3 clusters
  Score: Raw -1508030.904007 + Penalty 3096.006059 = -1504934.897948
  nChanged 34
		SP:Iteration 37Q (169556.630000 sec): 3 clusters
  Score: Raw -1508042.843942 + Penalty 3096.006059 = -1504946.837883
  nChanged 22
		SP:Iteration 38Q (169556.820000 sec): 3 clusters
  Score: Raw -1508049.843379 + Penalty 3096.006059 = -1504953.837320
  nChanged 19
		SP:Iteration 39Q (169557.010000 sec): 3 clusters
  Score: Raw -1508055.992662 + Penalty 3096.006059 = -1504959.986604
  nChanged 17
		SP:Iteration 40F (169557.210000 sec): 3 clusters
  Score: Raw -1508060.838813 + Penalty 3096.006059 = -1504964.832754
  nChanged 10
		SP:Iteration 41Q (169557.380000 sec): 3 clusters
  Score: Raw -1508063.357239 + Penalty 3096.006059 = -1504967.351180
  nChanged 12
		SP:Iteration 42Q (169557.570000 sec): 3 clusters
  Score: Raw -1508067.452767 + Penalty 3096.006059 = -1504971.446708
  nChanged 14
		SP:Iteration 43Q (169557.740000 sec): 3 clusters
  Score: Raw -1508071.505858 + Penalty 3096.006059 = -1504975.499800
  nChanged 11
		SP:Iteration 44Q (169557.910000 sec): 3 clusters
  Score: Raw -1508074.565308 + Penalty 3096.006059 = -1504978.559249
  nChanged 11
		SP:Iteration 45Q (169558.110000 sec): 3 clusters
  Score: Raw -1508078.021468 + Penalty 3096.006059 = -1504982.015409
  nChanged 8
		SP:Iteration 46Q (169558.280000 sec): 3 clusters
  Score: Raw -1508080.503191 + Penalty 3096.006059 = -1504984.497133
  nChanged 7
		SP:Iteration 47Q (169558.450000 sec): 3 clusters
  Score: Raw -1508083.274579 + Penalty 3096.006059 = -1504987.268520
  nChanged 5
		SP:Iteration 48Q (169558.670000 sec): 3 clusters
  Score: Raw -1508084.854914 + Penalty 3096.006059 = -1504988.848856
  nChanged 9
		SP:Iteration 49Q (169558.870000 sec): 3 clusters
  Score: Raw -1508087.071723 + Penalty 3096.006059 = -1504991.065665
  nChanged 12
		SP:Iteration 50Q (169559.050000 sec): 3 clusters
  Score: Raw -1508089.720540 + Penalty 3096.006059 = -1504993.714481
  nChanged 8
		SP:Iteration 51Q (169559.220000 sec): 3 clusters
  Score: Raw -1508093.023937 + Penalty 3096.006059 = -1504997.017879
  nChanged 5
		SP:Iteration 52Q (169559.410000 sec): 3 clusters
  Score: Raw -1508094.414391 + Penalty 3096.006059 = -1504998.408332
  nChanged 1
		SP:Iteration 53Q (169559.600000 sec): 3 clusters
  Score: Raw -1508094.547735 + Penalty 3096.006059 = -1504998.541677
  nChanged 0
		SP:Iteration 54F (169559.790000 sec): 3 clusters
  Score: Raw -1508094.547735 + Penalty 3096.006059 = -1504998.541677
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169559.870000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169559.870000 sec): 3 clusters
  Score: Raw -19160.833529 + Penalty 1708.685996 = -17452.147533
  nChanged 25
		SP:Iteration 1F (169559.880000 sec): 3 clusters
  Score: Raw -19298.946152 + Penalty 1708.685996 = -17590.260156
  nChanged 7
		SP:Iteration 2Q (169559.880000 sec): 3 clusters
  Score: Raw -19333.900897 + Penalty 1708.685996 = -17625.214901
  nChanged 8
		SP:Iteration 3Q (169559.890000 sec): 3 clusters
  Score: Raw -19365.488943 + Penalty 1708.685996 = -17656.802947
  nChanged 6
		SP:Iteration 4Q (169559.890000 sec): 3 clusters
  Score: Raw -19391.937176 + Penalty 1708.685996 = -17683.251180
  nChanged 4
		SP:Iteration 5Q (169559.890000 sec): 3 clusters
  Score: Raw -19427.844504 + Penalty 1708.685996 = -17719.158508
  nChanged 3
		SP:Iteration 6Q (169559.900000 sec): 3 clusters
  Score: Raw -19455.650147 + Penalty 1708.685996 = -17746.964151
  nChanged 3
		SP:Iteration 7Q (169559.910000 sec): 3 clusters
  Score: Raw -19492.470961 + Penalty 1708.685996 = -17783.784965
  nChanged 2
		SP:Iteration 8Q (169559.910000 sec): 3 clusters
  Score: Raw -19525.480141 + Penalty 1708.685996 = -17816.794146
  nChanged 2
		SP:Iteration 9Q (169559.910000 sec): 3 clusters
  Score: Raw -19563.644817 + Penalty 1708.685996 = -17854.958821
  nChanged 2
		SP:Iteration 10Q (169559.920000 sec): 3 clusters
  Score: Raw -19595.629197 + Penalty 1708.685996 = -17886.943201
  nChanged 2
		SP:Iteration 11Q (169559.930000 sec): 3 clusters
  Score: Raw -19622.559201 + Penalty 1708.685996 = -17913.873205
  nChanged 1
		SP:Iteration 12Q (169559.930000 sec): 3 clusters
  Score: Raw -19642.694464 + Penalty 1708.685996 = -17934.008468
  nChanged 1
		SP:Iteration 13Q (169559.930000 sec): 3 clusters
  Score: Raw -19669.116809 + Penalty 1708.685996 = -17960.430813
  nChanged 0
		SP:Iteration 14F (169559.940000 sec): 3 clusters
  Score: Raw -19669.116809 + Penalty 1708.685996 = -17960.430813
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (364602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169562.050000 sec): 2 clusters
  Score: Raw -44338646.978458 + Penalty 2081.066264 = -44336565.912193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169565.000000 sec): 3 clusters
  Score: Raw -44094162.003668 + Penalty 4162.132529 = -44089999.871140
  nChanged 178009
		SP:Iteration 1F (169567.930000 sec): 3 clusters
  Score: Raw -44200760.786906 + Penalty 4162.132529 = -44196598.654377
  nChanged 8484
		SP:Iteration 2Q (169570.970000 sec): 3 clusters
  Score: Raw -44202295.984619 + Penalty 4162.132529 = -44198133.852091
  nChanged 9410
		SP:Iteration 3Q (169573.950000 sec): 3 clusters
  Score: Raw -44204386.959835 + Penalty 4162.132529 = -44200224.827306
  nChanged 11067
		SP:Iteration 4Q (169576.960000 sec): 3 clusters
  Score: Raw -44207725.838777 + Penalty 4162.132529 = -44203563.706248
  nChanged 14357
		SP:Iteration 5Q (169579.970000 sec): 3 clusters
  Score: Raw -44213524.921214 + Penalty 4162.132529 = -44209362.788685
  nChanged 19595
		SP:Iteration 6F (169582.880000 sec): 3 clusters
  Score: Raw -44224289.965632 + Penalty 4162.132529 = -44220127.833103
  nChanged 27219
		SP:Iteration 7F (169585.820000 sec): 3 clusters
  Score: Raw -44244014.253387 + Penalty 4162.132529 = -44239852.120858
  nChanged 33236
		SP:Iteration 8F (169588.740000 sec): 3 clusters
  Score: Raw -44273479.528105 + Penalty 4162.132529 = -44269317.395577
  nChanged 31991
		SP:Iteration 9F (169591.680000 sec): 3 clusters
  Score: Raw -44305250.635784 + Penalty 4162.132529 = -44301088.503255
  nChanged 21639
		SP:Iteration 10F (169594.630000 sec): 3 clusters
  Score: Raw -44327052.644654 + Penalty 4162.132529 = -44322890.512125
  nChanged 9072
		SP:Iteration 11Q (169597.250000 sec): 3 clusters
  Score: Raw -44335653.913272 + Penalty 4162.132529 = -44331491.780743
  nChanged 2677
		SP:Iteration 12Q (169599.810000 sec): 3 clusters
  Score: Raw -44337946.997095 + Penalty 4162.132529 = -44333784.864566
  nChanged 682
		SP:Iteration 13Q (169602.370000 sec): 3 clusters
  Score: Raw -44338521.546882 + Penalty 4162.132529 = -44334359.414353
  nChanged 229
		SP:Iteration 14Q (169604.920000 sec): 3 clusters
  Score: Raw -44338744.668907 + Penalty 4162.132529 = -44334582.536378
  nChanged 83
		SP:Iteration 15Q (169607.490000 sec): 3 clusters
  Score: Raw -44338828.482068 + Penalty 4162.132529 = -44334666.349539
  nChanged 41
		SP:Iteration 16Q (169610.070000 sec): 3 clusters
  Score: Raw -44338867.419040 + Penalty 4162.132529 = -44334705.286511
  nChanged 22
		SP:Iteration 17Q (169612.640000 sec): 3 clusters
  Score: Raw -44338885.843700 + Penalty 4162.132529 = -44334723.711171
  nChanged 13
		SP:Iteration 18Q (169615.210000 sec): 3 clusters
  Score: Raw -44338899.660654 + Penalty 4162.132529 = -44334737.528126
  nChanged 7
		SP:Iteration 19Q (169617.810000 sec): 3 clusters
  Score: Raw -44338907.508874 + Penalty 4162.132529 = -44334745.376345
  nChanged 6
		SP:Iteration 20F (169620.710000 sec): 3 clusters
  Score: Raw -44338914.895085 + Penalty 4162.132529 = -44334752.762556
  nChanged 6
		SP:Iteration 21Q (169623.280000 sec): 3 clusters
  Score: Raw -44338922.973880 + Penalty 4162.132529 = -44334760.841351
  nChanged 2
		SP:Iteration 22Q (169625.840000 sec): 3 clusters
  Score: Raw -44338923.838807 + Penalty 4162.132529 = -44334761.706278
  nChanged 1
		SP:Iteration 23Q (169628.400000 sec): 3 clusters
  Score: Raw -44338924.069286 + Penalty 4162.132529 = -44334761.936757
  nChanged 1
		SP:Iteration 24Q (169630.980000 sec): 3 clusters
  Score: Raw -44338924.805743 + Penalty 4162.132529 = -44334762.673214
  nChanged 0
		SP:Iteration 25F (169633.870000 sec): 3 clusters
  Score: Raw -44338924.805743 + Penalty 4162.132529 = -44334762.673214
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169634.160000 sec): 2 clusters
  Score: Raw -2552539.932170 + Penalty 1627.012855 = -2550912.919315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169634.470000 sec): 3 clusters
  Score: Raw -2539162.746756 + Penalty 3254.025710 = -2535908.721047
  nChanged 10116
		SP:Iteration 1F (169634.720000 sec): 3 clusters
  Score: Raw -2545194.115243 + Penalty 3254.025710 = -2541940.089533
  nChanged 1359
		SP:Iteration 2F (169634.970000 sec): 3 clusters
  Score: Raw -2545858.376658 + Penalty 3254.025710 = -2542604.350948
  nChanged 1305
		SP:Iteration 3F (169635.270000 sec): 3 clusters
  Score: Raw -2546502.261698 + Penalty 3254.025710 = -2543248.235988
  nChanged 1294
		SP:Iteration 4F (169635.520000 sec): 3 clusters
  Score: Raw -2547111.900780 + Penalty 3254.025710 = -2543857.875070
  nChanged 1137
		SP:Iteration 5F (169635.770000 sec): 3 clusters
  Score: Raw -2547588.617480 + Penalty 3254.025710 = -2544334.591770
  nChanged 995
		SP:Iteration 6Q (169636.070000 sec): 3 clusters
  Score: Raw -2547993.067687 + Penalty 3254.025710 = -2544739.041977
  nChanged 884
		SP:Iteration 7Q (169636.320000 sec): 3 clusters
  Score: Raw -2548357.654138 + Penalty 3254.025710 = -2545103.628428
  nChanged 810
		SP:Iteration 8Q (169636.570000 sec): 3 clusters
  Score: Raw -2548690.671654 + Penalty 3254.025710 = -2545436.645944
  nChanged 715
		SP:Iteration 9Q (169636.820000 sec): 3 clusters
  Score: Raw -2548986.780085 + Penalty 3254.025710 = -2545732.754375
  nChanged 700
		SP:Iteration 10Q (169637.120000 sec): 3 clusters
  Score: Raw -2549299.298014 + Penalty 3254.025710 = -2546045.272305
  nChanged 650
		SP:Iteration 11Q (169637.370000 sec): 3 clusters
  Score: Raw -2549614.714623 + Penalty 3254.025710 = -2546360.688914
  nChanged 684
		SP:Iteration 12Q (169637.640000 sec): 3 clusters
  Score: Raw -2550004.888382 + Penalty 3254.025710 = -2546750.862673
  nChanged 735
		SP:Iteration 13Q (169637.940000 sec): 3 clusters
  Score: Raw -2550476.006170 + Penalty 3254.025710 = -2547221.980461
  nChanged 691
		SP:Iteration 14Q (169638.180000 sec): 3 clusters
  Score: Raw -2550937.213688 + Penalty 3254.025710 = -2547683.187978
  nChanged 636
		SP:Iteration 15Q (169638.420000 sec): 3 clusters
  Score: Raw -2551394.123038 + Penalty 3254.025710 = -2548140.097328
  nChanged 525
		SP:Iteration 16Q (169638.710000 sec): 3 clusters
  Score: Raw -2551737.051701 + Penalty 3254.025710 = -2548483.025991
  nChanged 424
		SP:Iteration 17Q (169639.000000 sec): 3 clusters
  Score: Raw -2551978.460057 + Penalty 3254.025710 = -2548724.434348
  nChanged 346
		SP:Iteration 18Q (169639.230000 sec): 3 clusters
  Score: Raw -2552181.194930 + Penalty 3254.025710 = -2548927.169220
  nChanged 318
		SP:Iteration 19Q (169639.510000 sec): 3 clusters
  Score: Raw -2552388.929066 + Penalty 3254.025710 = -2549134.903356
  nChanged 301
		SP:Iteration 20F (169639.810000 sec): 3 clusters
  Score: Raw -2552588.868195 + Penalty 3254.025710 = -2549334.842486
  nChanged 247
		SP:Iteration 21Q (169640.040000 sec): 3 clusters
  Score: Raw -2552737.854887 + Penalty 3254.025710 = -2549483.829177
  nChanged 202
		SP:Iteration 22Q (169640.320000 sec): 3 clusters
  Score: Raw -2552853.960018 + Penalty 3254.025710 = -2549599.934308
  nChanged 174
		SP:Iteration 23Q (169640.580000 sec): 3 clusters
  Score: Raw -2552945.668475 + Penalty 3254.025710 = -2549691.642765
  nChanged 144
		SP:Iteration 24Q (169640.860000 sec): 3 clusters
  Score: Raw -2553018.625282 + Penalty 3254.025710 = -2549764.599572
  nChanged 103
		SP:Iteration 25Q (169641.130000 sec): 3 clusters
  Score: Raw -2553068.412068 + Penalty 3254.025710 = -2549814.386358
  nChanged 73
		SP:Iteration 26Q (169641.410000 sec): 3 clusters
  Score: Raw -2553101.641288 + Penalty 3254.025710 = -2549847.615578
  nChanged 57
		SP:Iteration 27Q (169641.680000 sec): 3 clusters
  Score: Raw -2553127.757074 + Penalty 3254.025710 = -2549873.731364
  nChanged 52
		SP:Iteration 28Q (169641.960000 sec): 3 clusters
  Score: Raw -2553145.734471 + Penalty 3254.025710 = -2549891.708761
  nChanged 46
		SP:Iteration 29Q (169642.240000 sec): 3 clusters
  Score: Raw -2553156.888088 + Penalty 3254.025710 = -2549902.862378
  nChanged 20
		SP:Iteration 30Q (169642.460000 sec): 3 clusters
  Score: Raw -2553161.136666 + Penalty 3254.025710 = -2549907.110956
  nChanged 14
		SP:Iteration 31Q (169642.740000 sec): 3 clusters
  Score: Raw -2553163.635932 + Penalty 3254.025710 = -2549909.610222
  nChanged 7
		SP:Iteration 32Q (169643.010000 sec): 3 clusters
  Score: Raw -2553165.090818 + Penalty 3254.025710 = -2549911.065108
  nChanged 7
		SP:Iteration 33Q (169643.280000 sec): 3 clusters
  Score: Raw -2553166.190194 + Penalty 3254.025710 = -2549912.164484
  nChanged 6
		SP:Iteration 34Q (169643.560000 sec): 3 clusters
  Score: Raw -2553167.328916 + Penalty 3254.025710 = -2549913.303206
  nChanged 4
		SP:Iteration 35Q (169643.840000 sec): 3 clusters
  Score: Raw -2553169.007534 + Penalty 3254.025710 = -2549914.981824
  nChanged 8
		SP:Iteration 36Q (169644.110000 sec): 3 clusters
  Score: Raw -2553171.079116 + Penalty 3254.025710 = -2549917.053406
  nChanged 10
		SP:Iteration 37Q (169644.390000 sec): 3 clusters
  Score: Raw -2553173.768673 + Penalty 3254.025710 = -2549919.742964
  nChanged 11
		SP:Iteration 38Q (169644.660000 sec): 3 clusters
  Score: Raw -2553177.464700 + Penalty 3254.025710 = -2549923.438990
  nChanged 4
		SP:Iteration 39Q (169644.940000 sec): 3 clusters
  Score: Raw -2553178.278396 + Penalty 3254.025710 = -2549924.252686
  nChanged 6
		SP:Iteration 40F (169645.230000 sec): 3 clusters
  Score: Raw -2553180.119404 + Penalty 3254.025710 = -2549926.093695
  nChanged 9
		SP:Iteration 41Q (169645.460000 sec): 3 clusters
  Score: Raw -2553183.581256 + Penalty 3254.025710 = -2549929.555546
  nChanged 7
		SP:Iteration 42Q (169645.740000 sec): 3 clusters
  Score: Raw -2553185.499478 + Penalty 3254.025710 = -2549931.473768
  nChanged 5
		SP:Iteration 43Q (169646.010000 sec): 3 clusters
  Score: Raw -2553186.604692 + Penalty 3254.025710 = -2549932.578982
  nChanged 6
		SP:Iteration 44Q (169646.290000 sec): 3 clusters
  Score: Raw -2553189.066423 + Penalty 3254.025710 = -2549935.040713
  nChanged 5
		SP:Iteration 45Q (169646.560000 sec): 3 clusters
  Score: Raw -2553190.889178 + Penalty 3254.025710 = -2549936.863468
  nChanged 7
		SP:Iteration 46Q (169646.840000 sec): 3 clusters
  Score: Raw -2553192.239347 + Penalty 3254.025710 = -2549938.213637
  nChanged 3
		SP:Iteration 47Q (169647.120000 sec): 3 clusters
  Score: Raw -2553192.960564 + Penalty 3254.025710 = -2549938.934854
  nChanged 5
		SP:Iteration 48Q (169647.380000 sec): 3 clusters
  Score: Raw -2553194.769181 + Penalty 3254.025710 = -2549940.743471
  nChanged 3
		SP:Iteration 49Q (169647.660000 sec): 3 clusters
  Score: Raw -2553195.561468 + Penalty 3254.025710 = -2549941.535759
  nChanged 4
		SP:Iteration 50Q (169647.940000 sec): 3 clusters
  Score: Raw -2553197.285939 + Penalty 3254.025710 = -2549943.260229
  nChanged 6
		SP:Iteration 51Q (169648.170000 sec): 3 clusters
  Score: Raw -2553200.398400 + Penalty 3254.025710 = -2549946.372690
  nChanged 4
		SP:Iteration 52Q (169648.440000 sec): 3 clusters
  Score: Raw -2553202.587626 + Penalty 3254.025710 = -2549948.561916
  nChanged 7
		SP:Iteration 53Q (169648.720000 sec): 3 clusters
  Score: Raw -2553204.697959 + Penalty 3254.025710 = -2549950.672249
  nChanged 5
		SP:Iteration 54Q (169648.990000 sec): 3 clusters
  Score: Raw -2553206.391433 + Penalty 3254.025710 = -2549952.365723
  nChanged 3
		SP:Iteration 55Q (169649.260000 sec): 3 clusters
  Score: Raw -2553207.165129 + Penalty 3254.025710 = -2549953.139419
  nChanged 2
		SP:Iteration 56Q (169649.540000 sec): 3 clusters
  Score: Raw -2553207.571759 + Penalty 3254.025710 = -2549953.546050
  nChanged 1
		SP:Iteration 57Q (169649.810000 sec): 3 clusters
  Score: Raw -2553207.800298 + Penalty 3254.025710 = -2549953.774588
  nChanged 2
		SP:Iteration 58Q (169650.090000 sec): 3 clusters
  Score: Raw -2553208.136721 + Penalty 3254.025710 = -2549954.111011
  nChanged 3
		SP:Iteration 59Q (169650.360000 sec): 3 clusters
  Score: Raw -2553209.190948 + Penalty 3254.025710 = -2549955.165238
  nChanged 3
		SP:Iteration 60F (169650.660000 sec): 3 clusters
  Score: Raw -2553210.105304 + Penalty 3254.025710 = -2549956.079594
  nChanged 2
		SP:Iteration 61Q (169650.890000 sec): 3 clusters
  Score: Raw -2553210.339457 + Penalty 3254.025710 = -2549956.313747
  nChanged 0
		SP:Iteration 62F (169651.180000 sec): 3 clusters
  Score: Raw -2553210.339457 + Penalty 3254.025710 = -2549956.313747
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169651.550000 sec): 2 clusters
  Score: Raw -5111762.519926 + Penalty 1726.969295 = -5110035.550631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169652.000000 sec): 3 clusters
  Score: Raw -5085989.786259 + Penalty 3453.938591 = -5082535.847668
  nChanged 19205
		SP:Iteration 1F (169652.460000 sec): 3 clusters
  Score: Raw -5096756.369231 + Penalty 3453.938591 = -5093302.430640
  nChanged 1825
		SP:Iteration 2Q (169652.960000 sec): 3 clusters
  Score: Raw -5097371.475607 + Penalty 3453.938591 = -5093917.537016
  nChanged 1844
		SP:Iteration 3Q (169653.440000 sec): 3 clusters
  Score: Raw -5098042.817298 + Penalty 3453.938591 = -5094588.878707
  nChanged 1850
		SP:Iteration 4Q (169653.880000 sec): 3 clusters
  Score: Raw -5098773.160823 + Penalty 3453.938591 = -5095319.222232
  nChanged 1908
		SP:Iteration 5Q (169654.350000 sec): 3 clusters
  Score: Raw -5099638.347840 + Penalty 3453.938591 = -5096184.409249
  nChanged 2015
		SP:Iteration 6Q (169654.840000 sec): 3 clusters
  Score: Raw -5100681.817308 + Penalty 3453.938591 = -5097227.878717
  nChanged 2189
		SP:Iteration 7F (169655.320000 sec): 3 clusters
  Score: Raw -5102026.946474 + Penalty 3453.938591 = -5098573.007883
  nChanged 2365
		SP:Iteration 8F (169655.760000 sec): 3 clusters
  Score: Raw -5103688.815279 + Penalty 3453.938591 = -5100234.876688
  nChanged 2345
		SP:Iteration 9F (169656.220000 sec): 3 clusters
  Score: Raw -5105486.058170 + Penalty 3453.938591 = -5102032.119579
  nChanged 2154
		SP:Iteration 10F (169656.700000 sec): 3 clusters
  Score: Raw -5107202.290057 + Penalty 3453.938591 = -5103748.351466
  nChanged 1803
		SP:Iteration 11Q (169657.120000 sec): 3 clusters
  Score: Raw -5108664.163827 + Penalty 3453.938591 = -5105210.225236
  nChanged 1336
		SP:Iteration 12Q (169657.580000 sec): 3 clusters
  Score: Raw -5109732.590604 + Penalty 3453.938591 = -5106278.652013
  nChanged 939
		SP:Iteration 13Q (169657.980000 sec): 3 clusters
  Score: Raw -5110440.418729 + Penalty 3453.938591 = -5106986.480138
  nChanged 660
		SP:Iteration 14Q (169658.430000 sec): 3 clusters
  Score: Raw -5110917.347930 + Penalty 3453.938591 = -5107463.409339
  nChanged 495
		SP:Iteration 15Q (169658.830000 sec): 3 clusters
  Score: Raw -5111268.942467 + Penalty 3453.938591 = -5107815.003876
  nChanged 341
		SP:Iteration 16Q (169659.280000 sec): 3 clusters
  Score: Raw -5111486.152030 + Penalty 3453.938591 = -5108032.213439
  nChanged 253
		SP:Iteration 17Q (169659.700000 sec): 3 clusters
  Score: Raw -5111625.717926 + Penalty 3453.938591 = -5108171.779335
  nChanged 159
		SP:Iteration 18Q (169660.100000 sec): 3 clusters
  Score: Raw -5111715.205825 + Penalty 3453.938591 = -5108261.267234
  nChanged 107
		SP:Iteration 19Q (169660.540000 sec): 3 clusters
  Score: Raw -5111777.888136 + Penalty 3453.938591 = -5108323.949545
  nChanged 99
		SP:Iteration 20F (169661.020000 sec): 3 clusters
  Score: Raw -5111845.244274 + Penalty 3453.938591 = -5108391.305683
  nChanged 71
		SP:Iteration 21Q (169661.440000 sec): 3 clusters
  Score: Raw -5111887.839648 + Penalty 3453.938591 = -5108433.901057
  nChanged 52
		SP:Iteration 22Q (169661.900000 sec): 3 clusters
  Score: Raw -5111915.987563 + Penalty 3453.938591 = -5108462.048972
  nChanged 37
		SP:Iteration 23Q (169662.290000 sec): 3 clusters
  Score: Raw -5111936.069519 + Penalty 3453.938591 = -5108482.130928
  nChanged 20
		SP:Iteration 24Q (169662.740000 sec): 3 clusters
  Score: Raw -5111950.014347 + Penalty 3453.938591 = -5108496.075756
  nChanged 29
		SP:Iteration 25Q (169663.160000 sec): 3 clusters
  Score: Raw -5111961.521111 + Penalty 3453.938591 = -5108507.582520
  nChanged 21
		SP:Iteration 26Q (169663.550000 sec): 3 clusters
  Score: Raw -5111973.540454 + Penalty 3453.938591 = -5108519.601863
  nChanged 25
		SP:Iteration 27Q (169664.000000 sec): 3 clusters
  Score: Raw -5111989.885045 + Penalty 3453.938591 = -5108535.946455
  nChanged 20
		SP:Iteration 28Q (169664.390000 sec): 3 clusters
  Score: Raw -5112002.835819 + Penalty 3453.938591 = -5108548.897228
  nChanged 16
		SP:Iteration 29Q (169664.780000 sec): 3 clusters
  Score: Raw -5112013.258059 + Penalty 3453.938591 = -5108559.319469
  nChanged 19
		SP:Iteration 30Q (169665.240000 sec): 3 clusters
  Score: Raw -5112023.115247 + Penalty 3453.938591 = -5108569.176656
  nChanged 13
		SP:Iteration 31Q (169665.630000 sec): 3 clusters
  Score: Raw -5112029.815779 + Penalty 3453.938591 = -5108575.877188
  nChanged 8
		SP:Iteration 32Q (169666.020000 sec): 3 clusters
  Score: Raw -5112035.000008 + Penalty 3453.938591 = -5108581.061417
  nChanged 6
		SP:Iteration 33Q (169666.470000 sec): 3 clusters
  Score: Raw -5112038.187358 + Penalty 3453.938591 = -5108584.248768
  nChanged 4
		SP:Iteration 34Q (169666.890000 sec): 3 clusters
  Score: Raw -5112040.094694 + Penalty 3453.938591 = -5108586.156103
  nChanged 3
		SP:Iteration 35Q (169667.280000 sec): 3 clusters
  Score: Raw -5112041.777891 + Penalty 3453.938591 = -5108587.839300
  nChanged 1
		SP:Iteration 36Q (169667.730000 sec): 3 clusters
  Score: Raw -5112042.486353 + Penalty 3453.938591 = -5108588.547762
  nChanged 1
		SP:Iteration 37Q (169668.150000 sec): 3 clusters
  Score: Raw -5112043.398193 + Penalty 3453.938591 = -5108589.459602
  nChanged 3
		SP:Iteration 38Q (169668.590000 sec): 3 clusters
  Score: Raw -5112044.892141 + Penalty 3453.938591 = -5108590.953550
  nChanged 1
		SP:Iteration 39Q (169669.010000 sec): 3 clusters
  Score: Raw -5112045.472285 + Penalty 3453.938591 = -5108591.533694
  nChanged 1
		SP:Iteration 40F (169669.450000 sec): 3 clusters
  Score: Raw -5112045.859925 + Penalty 3453.938591 = -5108591.921334
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169669.570000 sec): 2 clusters
  Score: Raw -1628430.193069 + Penalty 1545.904072 = -1626884.288997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169669.770000 sec): 3 clusters
  Score: Raw -1620525.999405 + Penalty 3091.808143 = -1617434.191262
  nChanged 5944
		SP:Iteration 1F (169669.960000 sec): 3 clusters
  Score: Raw -1623640.336895 + Penalty 3091.808143 = -1620548.528752
  nChanged 687
		SP:Iteration 2F (169670.160000 sec): 3 clusters
  Score: Raw -1623922.899211 + Penalty 3091.808143 = -1620831.091068
  nChanged 649
		SP:Iteration 3Q (169670.340000 sec): 3 clusters
  Score: Raw -1624177.063860 + Penalty 3091.808143 = -1621085.255717
  nChanged 564
		SP:Iteration 4Q (169670.560000 sec): 3 clusters
  Score: Raw -1624388.186148 + Penalty 3091.808143 = -1621296.378005
  nChanged 561
		SP:Iteration 5Q (169670.780000 sec): 3 clusters
  Score: Raw -1624612.229880 + Penalty 3091.808143 = -1621520.421737
  nChanged 580
		SP:Iteration 6Q (169670.960000 sec): 3 clusters
  Score: Raw -1624876.027311 + Penalty 3091.808143 = -1621784.219167
  nChanged 608
		SP:Iteration 7Q (169671.170000 sec): 3 clusters
  Score: Raw -1625202.684877 + Penalty 3091.808143 = -1622110.876734
  nChanged 682
		SP:Iteration 8F (169671.360000 sec): 3 clusters
  Score: Raw -1625637.609510 + Penalty 3091.808143 = -1622545.801367
  nChanged 774
		SP:Iteration 9F (169671.540000 sec): 3 clusters
  Score: Raw -1626162.669294 + Penalty 3091.808143 = -1623070.861151
  nChanged 768
		SP:Iteration 10F (169671.750000 sec): 3 clusters
  Score: Raw -1626758.353657 + Penalty 3091.808143 = -1623666.545514
  nChanged 744
		SP:Iteration 11F (169671.930000 sec): 3 clusters
  Score: Raw -1627359.054450 + Penalty 3091.808143 = -1624267.246306
  nChanged 560
		SP:Iteration 12Q (169672.140000 sec): 3 clusters
  Score: Raw -1627819.548097 + Penalty 3091.808143 = -1624727.739954
  nChanged 391
		SP:Iteration 13Q (169672.320000 sec): 3 clusters
  Score: Raw -1628156.387089 + Penalty 3091.808143 = -1625064.578945
  nChanged 239
		SP:Iteration 14Q (169672.490000 sec): 3 clusters
  Score: Raw -1628368.219829 + Penalty 3091.808143 = -1625276.411686
  nChanged 129
		SP:Iteration 15Q (169672.710000 sec): 3 clusters
  Score: Raw -1628476.408133 + Penalty 3091.808143 = -1625384.599989
  nChanged 74
		SP:Iteration 16Q (169672.870000 sec): 3 clusters
  Score: Raw -1628539.399383 + Penalty 3091.808143 = -1625447.591240
  nChanged 40
		SP:Iteration 17Q (169673.050000 sec): 3 clusters
  Score: Raw -1628576.947746 + Penalty 3091.808143 = -1625485.139603
  nChanged 20
		SP:Iteration 18Q (169673.230000 sec): 3 clusters
  Score: Raw -1628600.010003 + Penalty 3091.808143 = -1625508.201860
  nChanged 19
		SP:Iteration 19Q (169673.430000 sec): 3 clusters
  Score: Raw -1628617.943702 + Penalty 3091.808143 = -1625526.135559
  nChanged 8
		SP:Iteration 20F (169673.600000 sec): 3 clusters
  Score: Raw -1628624.610463 + Penalty 3091.808143 = -1625532.802320
  nChanged 8
		SP:Iteration 21Q (169673.770000 sec): 3 clusters
  Score: Raw -1628633.142970 + Penalty 3091.808143 = -1625541.334827
  nChanged 5
		SP:Iteration 22Q (169673.930000 sec): 3 clusters
  Score: Raw -1628636.958395 + Penalty 3091.808143 = -1625545.150252
  nChanged 3
		SP:Iteration 23Q (169674.140000 sec): 3 clusters
  Score: Raw -1628638.674702 + Penalty 3091.808143 = -1625546.866559
  nChanged 2
		SP:Iteration 24Q (169674.330000 sec): 3 clusters
  Score: Raw -1628639.984618 + Penalty 3091.808143 = -1625548.176475
  nChanged 0
		SP:Iteration 25F (169674.530000 sec): 3 clusters
  Score: Raw -1628639.984618 + Penalty 3091.808143 = -1625548.176475
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169674.810000 sec): 2 clusters
  Score: Raw -3644160.288761 + Penalty 1674.607879 = -3642485.680882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169675.130000 sec): 3 clusters
  Score: Raw -3625603.578752 + Penalty 3349.215758 = -3622254.362994
  nChanged 13878
		SP:Iteration 1F (169675.430000 sec): 3 clusters
  Score: Raw -3633512.129992 + Penalty 3349.215758 = -3630162.914234
  nChanged 1284
		SP:Iteration 2Q (169675.760000 sec): 3 clusters
  Score: Raw -3633905.831343 + Penalty 3349.215758 = -3630556.615585
  nChanged 1291
		SP:Iteration 3Q (169676.100000 sec): 3 clusters
  Score: Raw -3634355.406489 + Penalty 3349.215758 = -3631006.190731
  nChanged 1398
		SP:Iteration 4Q (169676.430000 sec): 3 clusters
  Score: Raw -3634902.337869 + Penalty 3349.215758 = -3631553.122111
  nChanged 1467
		SP:Iteration 5Q (169676.760000 sec): 3 clusters
  Score: Raw -3635532.304938 + Penalty 3349.215758 = -3632183.089180
  nChanged 1505
		SP:Iteration 6F (169677.090000 sec): 3 clusters
  Score: Raw -3636188.297781 + Penalty 3349.215758 = -3632839.082023
  nChanged 1487
		SP:Iteration 7Q (169677.430000 sec): 3 clusters
  Score: Raw -3636853.134128 + Penalty 3349.215758 = -3633503.918370
  nChanged 1482
		SP:Iteration 8Q (169677.760000 sec): 3 clusters
  Score: Raw -3637503.722695 + Penalty 3349.215758 = -3634154.506937
  nChanged 1310
		SP:Iteration 9Q (169678.100000 sec): 3 clusters
  Score: Raw -3638068.187467 + Penalty 3349.215758 = -3634718.971709
  nChanged 1154
		SP:Iteration 10Q (169678.430000 sec): 3 clusters
  Score: Raw -3638561.676297 + Penalty 3349.215758 = -3635212.460539
  nChanged 1045
		SP:Iteration 11Q (169678.770000 sec): 3 clusters
  Score: Raw -3639052.985968 + Penalty 3349.215758 = -3635703.770210
  nChanged 957
		SP:Iteration 12Q (169679.100000 sec): 3 clusters
  Score: Raw -3639581.521873 + Penalty 3349.215758 = -3636232.306115
  nChanged 922
		SP:Iteration 13Q (169679.430000 sec): 3 clusters
  Score: Raw -3640195.992609 + Penalty 3349.215758 = -3636846.776851
  nChanged 923
		SP:Iteration 14Q (169679.760000 sec): 3 clusters
  Score: Raw -3640852.955835 + Penalty 3349.215758 = -3637503.740077
  nChanged 850
		SP:Iteration 15Q (169680.080000 sec): 3 clusters
  Score: Raw -3641445.591946 + Penalty 3349.215758 = -3638096.376188
  nChanged 739
		SP:Iteration 16Q (169680.420000 sec): 3 clusters
  Score: Raw -3641932.175005 + Penalty 3349.215758 = -3638582.959247
  nChanged 618
		SP:Iteration 17Q (169680.740000 sec): 3 clusters
  Score: Raw -3642334.585436 + Penalty 3349.215758 = -3638985.369678
  nChanged 542
		SP:Iteration 18Q (169681.070000 sec): 3 clusters
  Score: Raw -3642673.478903 + Penalty 3349.215758 = -3639324.263145
  nChanged 476
		SP:Iteration 19Q (169681.400000 sec): 3 clusters
  Score: Raw -3642966.659348 + Penalty 3349.215758 = -3639617.443590
  nChanged 418
		SP:Iteration 20F (169681.750000 sec): 3 clusters
  Score: Raw -3643209.036888 + Penalty 3349.215758 = -3639859.821130
  nChanged 347
		SP:Iteration 21Q (169682.070000 sec): 3 clusters
  Score: Raw -3643404.613168 + Penalty 3349.215758 = -3640055.397410
  nChanged 274
		SP:Iteration 22Q (169682.390000 sec): 3 clusters
  Score: Raw -3643559.269480 + Penalty 3349.215758 = -3640210.053722
  nChanged 248
		SP:Iteration 23Q (169682.670000 sec): 3 clusters
  Score: Raw -3643697.466069 + Penalty 3349.215758 = -3640348.250311
  nChanged 208
		SP:Iteration 24Q (169682.970000 sec): 3 clusters
  Score: Raw -3643820.189465 + Penalty 3349.215758 = -3640470.973707
  nChanged 181
		SP:Iteration 25Q (169683.290000 sec): 3 clusters
  Score: Raw -3643940.706697 + Penalty 3349.215758 = -3640591.490939
  nChanged 167
		SP:Iteration 26Q (169683.620000 sec): 3 clusters
  Score: Raw -3644050.656492 + Penalty 3349.215758 = -3640701.440734
  nChanged 131
		SP:Iteration 27Q (169683.940000 sec): 3 clusters
  Score: Raw -3644133.742179 + Penalty 3349.215758 = -3640784.526421
  nChanged 108
		SP:Iteration 28Q (169684.210000 sec): 3 clusters
  Score: Raw -3644194.517859 + Penalty 3349.215758 = -3640845.302101
  nChanged 78
		SP:Iteration 29Q (169684.510000 sec): 3 clusters
  Score: Raw -3644243.865538 + Penalty 3349.215758 = -3640894.649780
  nChanged 72
		SP:Iteration 30Q (169684.830000 sec): 3 clusters
  Score: Raw -3644295.897941 + Penalty 3349.215758 = -3640946.682183
  nChanged 55
		SP:Iteration 31Q (169685.140000 sec): 3 clusters
  Score: Raw -3644332.032390 + Penalty 3349.215758 = -3640982.816632
  nChanged 45
		SP:Iteration 32Q (169685.410000 sec): 3 clusters
  Score: Raw -3644361.187307 + Penalty 3349.215758 = -3641011.971549
  nChanged 38
		SP:Iteration 33Q (169685.680000 sec): 3 clusters
  Score: Raw -3644383.426354 + Penalty 3349.215758 = -3641034.210596
  nChanged 33
		SP:Iteration 34Q (169685.950000 sec): 3 clusters
  Score: Raw -3644404.903774 + Penalty 3349.215758 = -3641055.688016
  nChanged 28
		SP:Iteration 35Q (169686.240000 sec): 3 clusters
  Score: Raw -3644420.667452 + Penalty 3349.215758 = -3641071.451694
  nChanged 19
		SP:Iteration 36Q (169686.550000 sec): 3 clusters
  Score: Raw -3644433.968945 + Penalty 3349.215758 = -3641084.753188
  nChanged 15
		SP:Iteration 37Q (169686.820000 sec): 3 clusters
  Score: Raw -3644442.654497 + Penalty 3349.215758 = -3641093.438739
  nChanged 11
		SP:Iteration 38Q (169687.110000 sec): 3 clusters
  Score: Raw -3644449.103831 + Penalty 3349.215758 = -3641099.888073
  nChanged 12
		SP:Iteration 39Q (169687.430000 sec): 3 clusters
  Score: Raw -3644456.591312 + Penalty 3349.215758 = -3641107.375554
  nChanged 12
		SP:Iteration 40F (169687.740000 sec): 3 clusters
  Score: Raw -3644462.488031 + Penalty 3349.215758 = -3641113.272273
  nChanged 8
		SP:Iteration 41Q (169688.010000 sec): 3 clusters
  Score: Raw -3644466.458099 + Penalty 3349.215758 = -3641117.242341
  nChanged 6
		SP:Iteration 42Q (169688.330000 sec): 3 clusters
  Score: Raw -3644469.481935 + Penalty 3349.215758 = -3641120.266177
  nChanged 3
		SP:Iteration 43Q (169688.650000 sec): 3 clusters
  Score: Raw -3644471.016244 + Penalty 3349.215758 = -3641121.800486
  nChanged 2
		SP:Iteration 44Q (169688.910000 sec): 3 clusters
  Score: Raw -3644471.776967 + Penalty 3349.215758 = -3641122.561209
  nChanged 2
		SP:Iteration 45Q (169689.210000 sec): 3 clusters
  Score: Raw -3644472.928412 + Penalty 3349.215758 = -3641123.712654
  nChanged 3
		SP:Iteration 46Q (169689.530000 sec): 3 clusters
  Score: Raw -3644474.921655 + Penalty 3349.215758 = -3641125.705897
  nChanged 2
		SP:Iteration 47Q (169689.840000 sec): 3 clusters
  Score: Raw -3644475.937096 + Penalty 3349.215758 = -3641126.721338
  nChanged 2
		SP:Iteration 48Q (169690.110000 sec): 3 clusters
  Score: Raw -3644477.115202 + Penalty 3349.215758 = -3641127.899444
  nChanged 3
		SP:Iteration 49Q (169690.410000 sec): 3 clusters
  Score: Raw -3644478.469760 + Penalty 3349.215758 = -3641129.254002
  nChanged 4
		SP:Iteration 50Q (169690.730000 sec): 3 clusters
  Score: Raw -3644480.977755 + Penalty 3349.215758 = -3641131.761997
  nChanged 6
		SP:Iteration 51Q (169690.990000 sec): 3 clusters
  Score: Raw -3644483.478303 + Penalty 3349.215758 = -3641134.262545
  nChanged 4
		SP:Iteration 52Q (169691.290000 sec): 3 clusters
  Score: Raw -3644485.079160 + Penalty 3349.215758 = -3641135.863402
  nChanged 8
		SP:Iteration 53Q (169691.610000 sec): 3 clusters
  Score: Raw -3644488.989990 + Penalty 3349.215758 = -3641139.774232
  nChanged 2
		SP:Iteration 54Q (169691.920000 sec): 3 clusters
  Score: Raw -3644490.464701 + Penalty 3349.215758 = -3641141.248943
  nChanged 2
		SP:Iteration 55Q (169692.190000 sec): 3 clusters
  Score: Raw -3644491.826278 + Penalty 3349.215758 = -3641142.610520
  nChanged 3
		SP:Iteration 56Q (169692.490000 sec): 3 clusters
  Score: Raw -3644494.133827 + Penalty 3349.215758 = -3641144.918069
  nChanged 4
		SP:Iteration 57Q (169692.800000 sec): 3 clusters
  Score: Raw -3644497.483680 + Penalty 3349.215758 = -3641148.267922
  nChanged 8
		SP:Iteration 58Q (169693.070000 sec): 3 clusters
  Score: Raw -3644504.385271 + Penalty 3349.215758 = -3641155.169513
  nChanged 8
		SP:Iteration 59Q (169693.370000 sec): 3 clusters
  Score: Raw -3644509.974924 + Penalty 3349.215758 = -3641160.759166
  nChanged 8
		SP:Iteration 60F (169693.720000 sec): 3 clusters
  Score: Raw -3644515.975187 + Penalty 3349.215758 = -3641166.759429
  nChanged 7
		SP:Iteration 61Q (169694.040000 sec): 3 clusters
  Score: Raw -3644520.761938 + Penalty 3349.215758 = -3641171.546180
  nChanged 8
		SP:Iteration 62Q (169694.360000 sec): 3 clusters
  Score: Raw -3644525.148305 + Penalty 3349.215758 = -3641175.932547
  nChanged 3
		SP:Iteration 63Q (169694.680000 sec): 3 clusters
  Score: Raw -3644527.840929 + Penalty 3349.215758 = -3641178.625171
  nChanged 0
		SP:Iteration 64F (169694.980000 sec): 3 clusters
  Score: Raw -3644527.840929 + Penalty 3349.215758 = -3641178.625171
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169695.030000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169695.030000 sec): 3 clusters
  Score: Raw -12840.364861 + Penalty 1598.993801 = -11241.371060
  nChanged 15
		SP:Iteration 1F (169695.040000 sec): 3 clusters
  Score: Raw -12909.344313 + Penalty 1598.993801 = -11310.350512
  nChanged 4
		SP:Iteration 2Q (169695.040000 sec): 3 clusters
  Score: Raw -12933.695883 + Penalty 1598.993801 = -11334.702083
  nChanged 1
		SP:Iteration 3Q (169695.050000 sec): 3 clusters
  Score: Raw -12937.517023 + Penalty 1598.993801 = -11338.523222
  nChanged 1
		SP:Iteration 4Q (169695.050000 sec): 3 clusters
  Score: Raw -12953.394657 + Penalty 1598.993801 = -11354.400856
  nChanged 2
		SP:Iteration 5Q (169695.050000 sec): 3 clusters
  Score: Raw -12967.490445 + Penalty 1598.993801 = -11368.496644
  nChanged 1
		SP:Iteration 6Q (169695.060000 sec): 3 clusters
  Score: Raw -12974.243398 + Penalty 1598.993801 = -11375.249597
  nChanged 0
		SP:Iteration 7F (169695.060000 sec): 3 clusters
  Score: Raw -12974.243398 + Penalty 1598.993801 = -11375.249597
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169695.230000 sec): 2 clusters
  Score: Raw -690470.730364 + Penalty 1404.678958 = -689066.051406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169695.330000 sec): 3 clusters
  Score: Raw -687418.714934 + Penalty 2809.357916 = -684609.357018
  nChanged 2386
		SP:Iteration 1F (169695.430000 sec): 3 clusters
  Score: Raw -688776.774312 + Penalty 2809.357916 = -685967.416396
  nChanged 380
		SP:Iteration 2F (169695.530000 sec): 3 clusters
  Score: Raw -688972.408593 + Penalty 2809.357916 = -686163.050677
  nChanged 268
		SP:Iteration 3Q (169695.630000 sec): 3 clusters
  Score: Raw -689102.265025 + Penalty 2809.357916 = -686292.907109
  nChanged 248
		SP:Iteration 4Q (169695.720000 sec): 3 clusters
  Score: Raw -689223.420447 + Penalty 2809.357916 = -686414.062531
  nChanged 227
		SP:Iteration 5Q (169695.820000 sec): 3 clusters
  Score: Raw -689342.296585 + Penalty 2809.357916 = -686532.938669
  nChanged 234
		SP:Iteration 6Q (169695.920000 sec): 3 clusters
  Score: Raw -689473.726794 + Penalty 2809.357916 = -686664.368878
  nChanged 225
		SP:Iteration 7Q (169696.020000 sec): 3 clusters
  Score: Raw -689620.375574 + Penalty 2809.357916 = -686811.017658
  nChanged 251
		SP:Iteration 8Q (169696.110000 sec): 3 clusters
  Score: Raw -689787.497342 + Penalty 2809.357916 = -686978.139426
  nChanged 237
		SP:Iteration 9Q (169696.210000 sec): 3 clusters
  Score: Raw -689923.369007 + Penalty 2809.357916 = -687114.011091
  nChanged 211
		SP:Iteration 10Q (169696.310000 sec): 3 clusters
  Score: Raw -690052.639827 + Penalty 2809.357916 = -687243.281911
  nChanged 183
		SP:Iteration 11Q (169696.410000 sec): 3 clusters
  Score: Raw -690166.710541 + Penalty 2809.357916 = -687357.352625
  nChanged 177
		SP:Iteration 12Q (169696.500000 sec): 3 clusters
  Score: Raw -690296.185628 + Penalty 2809.357916 = -687486.827712
  nChanged 138
		SP:Iteration 13Q (169696.590000 sec): 3 clusters
  Score: Raw -690396.159263 + Penalty 2809.357916 = -687586.801347
  nChanged 128
		SP:Iteration 14Q (169696.690000 sec): 3 clusters
  Score: Raw -690492.012789 + Penalty 2809.357916 = -687682.654873
  nChanged 109
		SP:Iteration 15Q (169696.790000 sec): 3 clusters
  Score: Raw -690573.771098 + Penalty 2809.357916 = -687764.413182
  nChanged 69
		SP:Iteration 16Q (169696.880000 sec): 3 clusters
  Score: Raw -690622.883827 + Penalty 2809.357916 = -687813.525911
  nChanged 46
		SP:Iteration 17Q (169696.970000 sec): 3 clusters
  Score: Raw -690663.389580 + Penalty 2809.357916 = -687854.031664
  nChanged 42
		SP:Iteration 18Q (169697.070000 sec): 3 clusters
  Score: Raw -690692.511632 + Penalty 2809.357916 = -687883.153716
  nChanged 30
		SP:Iteration 19Q (169697.160000 sec): 3 clusters
  Score: Raw -690714.535063 + Penalty 2809.357916 = -687905.177147
  nChanged 15
		SP:Iteration 20F (169697.260000 sec): 3 clusters
  Score: Raw -690726.101110 + Penalty 2809.357916 = -687916.743194
  nChanged 8
		SP:Iteration 21Q (169697.350000 sec): 3 clusters
  Score: Raw -690730.734580 + Penalty 2809.357916 = -687921.376664
  nChanged 5
		SP:Iteration 22Q (169697.450000 sec): 3 clusters
  Score: Raw -690734.263352 + Penalty 2809.357916 = -687924.905436
  nChanged 5
		SP:Iteration 23Q (169697.540000 sec): 3 clusters
  Score: Raw -690737.129736 + Penalty 2809.357916 = -687927.771820
  nChanged 5
		SP:Iteration 24Q (169697.630000 sec): 3 clusters
  Score: Raw -690739.777020 + Penalty 2809.357916 = -687930.419104
  nChanged 6
		SP:Iteration 25Q (169697.730000 sec): 3 clusters
  Score: Raw -690742.925005 + Penalty 2809.357916 = -687933.567089
  nChanged 1
		SP:Iteration 26Q (169697.820000 sec): 3 clusters
  Score: Raw -690743.805561 + Penalty 2809.357916 = -687934.447645
  nChanged 2
		SP:Iteration 27Q (169697.910000 sec): 3 clusters
  Score: Raw -690744.968198 + Penalty 2809.357916 = -687935.610282
  nChanged 0
		SP:Iteration 28F (169698.010000 sec): 3 clusters
  Score: Raw -690744.968198 + Penalty 2809.357916 = -687935.610282
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169698.090000 sec): 2 clusters
  Score: Raw -622403.836005 + Penalty 1400.121635 = -621003.714370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169698.200000 sec): 3 clusters
  Score: Raw -619489.276328 + Penalty 2800.243270 = -616689.033058
  nChanged 2263
		SP:Iteration 1F (169698.290000 sec): 3 clusters
  Score: Raw -620901.698691 + Penalty 2800.243270 = -618101.455421
  nChanged 471
		SP:Iteration 2F (169698.390000 sec): 3 clusters
  Score: Raw -621312.739472 + Penalty 2800.243270 = -618512.496202
  nChanged 406
		SP:Iteration 3F (169698.490000 sec): 3 clusters
  Score: Raw -621646.291185 + Penalty 2800.243270 = -618846.047915
  nChanged 352
		SP:Iteration 4F (169698.590000 sec): 3 clusters
  Score: Raw -621948.502841 + Penalty 2800.243270 = -619148.259570
  nChanged 330
		SP:Iteration 5F (169698.690000 sec): 3 clusters
  Score: Raw -622204.684578 + Penalty 2800.243270 = -619404.441308
  nChanged 297
		SP:Iteration 6F (169698.780000 sec): 3 clusters
  Score: Raw -622421.371143 + Penalty 2800.243270 = -619621.127873
  nChanged 258
		SP:Iteration 7Q (169698.870000 sec): 3 clusters
  Score: Raw -622579.588731 + Penalty 2800.243270 = -619779.345461
  nChanged 184
		SP:Iteration 8Q (169698.970000 sec): 3 clusters
  Score: Raw -622676.523557 + Penalty 2800.243270 = -619876.280287
  nChanged 111
		SP:Iteration 9Q (169699.070000 sec): 3 clusters
  Score: Raw -622744.193166 + Penalty 2800.243270 = -619943.949896
  nChanged 120
		SP:Iteration 10Q (169699.170000 sec): 3 clusters
  Score: Raw -622796.820882 + Penalty 2800.243270 = -619996.577612
  nChanged 81
		SP:Iteration 11Q (169699.270000 sec): 3 clusters
  Score: Raw -622826.208865 + Penalty 2800.243270 = -620025.965595
  nChanged 59
		SP:Iteration 12Q (169699.370000 sec): 3 clusters
  Score: Raw -622847.586982 + Penalty 2800.243270 = -620047.343711
  nChanged 41
		SP:Iteration 13Q (169699.460000 sec): 3 clusters
  Score: Raw -622858.305784 + Penalty 2800.243270 = -620058.062514
  nChanged 33
		SP:Iteration 14Q (169699.560000 sec): 3 clusters
  Score: Raw -622867.575695 + Penalty 2800.243270 = -620067.332425
  nChanged 30
		SP:Iteration 15Q (169699.650000 sec): 3 clusters
  Score: Raw -622877.200661 + Penalty 2800.243270 = -620076.957391
  nChanged 28
		SP:Iteration 16Q (169699.750000 sec): 3 clusters
  Score: Raw -622885.019681 + Penalty 2800.243270 = -620084.776410
  nChanged 24
		SP:Iteration 17Q (169699.850000 sec): 3 clusters
  Score: Raw -622890.727913 + Penalty 2800.243270 = -620090.484642
  nChanged 16
		SP:Iteration 18Q (169699.940000 sec): 3 clusters
  Score: Raw -622894.375537 + Penalty 2800.243270 = -620094.132266
  nChanged 11
		SP:Iteration 19Q (169700.030000 sec): 3 clusters
  Score: Raw -622896.419575 + Penalty 2800.243270 = -620096.176305
  nChanged 6
		SP:Iteration 20F (169700.130000 sec): 3 clusters
  Score: Raw -622897.629835 + Penalty 2800.243270 = -620097.386565
  nChanged 4
		SP:Iteration 21Q (169700.230000 sec): 3 clusters
  Score: Raw -622898.340866 + Penalty 2800.243270 = -620098.097596
  nChanged 3
		SP:Iteration 22Q (169700.320000 sec): 3 clusters
  Score: Raw -622899.019997 + Penalty 2800.243270 = -620098.776726
  nChanged 1
		SP:Iteration 23Q (169700.410000 sec): 3 clusters
  Score: Raw -622899.075595 + Penalty 2800.243270 = -620098.832324
  nChanged 1
		SP:Iteration 24Q (169700.510000 sec): 3 clusters
  Score: Raw -622899.277745 + Penalty 2800.243270 = -620099.034474
  nChanged 1
		SP:Iteration 25Q (169700.610000 sec): 3 clusters
  Score: Raw -622899.540215 + Penalty 2800.243270 = -620099.296945
  nChanged 1
		SP:Iteration 26Q (169700.700000 sec): 3 clusters
  Score: Raw -622899.719254 + Penalty 2800.243270 = -620099.475984
  nChanged 4
		SP:Iteration 27Q (169700.800000 sec): 3 clusters
  Score: Raw -622900.228953 + Penalty 2800.243270 = -620099.985682
  nChanged 3
		SP:Iteration 28Q (169700.890000 sec): 3 clusters
  Score: Raw -622901.082017 + Penalty 2800.243270 = -620100.838746
  nChanged 1
		SP:Iteration 29Q (169700.990000 sec): 3 clusters
  Score: Raw -622901.287807 + Penalty 2800.243270 = -620101.044537
  nChanged 5
		SP:Iteration 30Q (169701.080000 sec): 3 clusters
  Score: Raw -622902.576080 + Penalty 2800.243270 = -620102.332809
  nChanged 8
		SP:Iteration 31Q (169701.180000 sec): 3 clusters
  Score: Raw -622903.908611 + Penalty 2800.243270 = -620103.665340
  nChanged 3
		SP:Iteration 32Q (169701.270000 sec): 3 clusters
  Score: Raw -622904.218082 + Penalty 2800.243270 = -620103.974812
  nChanged 2
		SP:Iteration 33Q (169701.370000 sec): 3 clusters
  Score: Raw -622904.839482 + Penalty 2800.243270 = -620104.596212
  nChanged 2
		SP:Iteration 34Q (169701.460000 sec): 3 clusters
  Score: Raw -622905.478606 + Penalty 2800.243270 = -620105.235335
  nChanged 3
		SP:Iteration 35Q (169701.560000 sec): 3 clusters
  Score: Raw -622906.322522 + Penalty 2800.243270 = -620106.079252
  nChanged 5
		SP:Iteration 36Q (169701.650000 sec): 3 clusters
  Score: Raw -622907.501172 + Penalty 2800.243270 = -620107.257902
  nChanged 1
		SP:Iteration 37Q (169701.750000 sec): 3 clusters
  Score: Raw -622907.637355 + Penalty 2800.243270 = -620107.394085
  nChanged 1
		SP:Iteration 38Q (169701.850000 sec): 3 clusters
  Score: Raw -622907.758034 + Penalty 2800.243270 = -620107.514764
  nChanged 1
		SP:Iteration 39Q (169701.940000 sec): 3 clusters
  Score: Raw -622907.925151 + Penalty 2800.243270 = -620107.681881
  nChanged 0
		SP:Iteration 40F (169702.040000 sec): 3 clusters
  Score: Raw -622907.925151 + Penalty 2800.243270 = -620107.681881
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169702.100000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169702.110000 sec): 3 clusters
  Score: Raw -85060.198070 + Penalty 2186.025856 = -82874.172214
  nChanged 245
		SP:Iteration 1F (169702.130000 sec): 3 clusters
  Score: Raw -85344.564323 + Penalty 2186.025856 = -83158.538467
  nChanged 77
		SP:Iteration 2F (169702.150000 sec): 3 clusters
  Score: Raw -85454.288697 + Penalty 2186.025856 = -83268.262842
  nChanged 43
		SP:Iteration 3F (169702.160000 sec): 3 clusters
  Score: Raw -85549.421147 + Penalty 2186.025856 = -83363.395291
  nChanged 43
		SP:Iteration 4F (169702.180000 sec): 3 clusters
  Score: Raw -85624.885521 + Penalty 2186.025856 = -83438.859665
  nChanged 41
		SP:Iteration 5Q (169702.200000 sec): 3 clusters
  Score: Raw -85696.581400 + Penalty 2186.025856 = -83510.555544
  nChanged 44
		SP:Iteration 6F (169702.210000 sec): 3 clusters
  Score: Raw -85785.059589 + Penalty 2186.025856 = -83599.033733
  nChanged 37
		SP:Iteration 7Q (169702.230000 sec): 3 clusters
  Score: Raw -85861.731506 + Penalty 2186.025856 = -83675.705650
  nChanged 21
		SP:Iteration 8Q (169702.250000 sec): 3 clusters
  Score: Raw -85898.089011 + Penalty 2186.025856 = -83712.063155
  nChanged 9
		SP:Iteration 9Q (169702.260000 sec): 3 clusters
  Score: Raw -85912.988758 + Penalty 2186.025856 = -83726.962903
  nChanged 8
		SP:Iteration 10Q (169702.280000 sec): 3 clusters
  Score: Raw -85928.007641 + Penalty 2186.025856 = -83741.981785
  nChanged 7
		SP:Iteration 11Q (169702.300000 sec): 3 clusters
  Score: Raw -85936.943618 + Penalty 2186.025856 = -83750.917762
  nChanged 4
		SP:Iteration 12Q (169702.310000 sec): 3 clusters
  Score: Raw -85944.697452 + Penalty 2186.025856 = -83758.671597
  nChanged 5
		SP:Iteration 13Q (169702.330000 sec): 3 clusters
  Score: Raw -85947.396137 + Penalty 2186.025856 = -83761.370281
  nChanged 1
		SP:Iteration 14Q (169702.350000 sec): 3 clusters
  Score: Raw -85948.087200 + Penalty 2186.025856 = -83762.061344
  nChanged 1
		SP:Iteration 15Q (169702.360000 sec): 3 clusters
  Score: Raw -85951.681452 + Penalty 2186.025856 = -83765.655597
  nChanged 2
		SP:Iteration 16Q (169702.370000 sec): 3 clusters
  Score: Raw -85954.707172 + Penalty 2186.025856 = -83768.681316
  nChanged 1
		SP:Iteration 17Q (169702.390000 sec): 3 clusters
  Score: Raw -85957.191049 + Penalty 2186.025856 = -83771.165193
  nChanged 0
		SP:Iteration 18F (169702.410000 sec): 3 clusters
  Score: Raw -85957.191049 + Penalty 2186.025856 = -83771.165193
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169702.470000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169702.480000 sec): 3 clusters
  Score: Raw -60683.791143 + Penalty 2024.266076 = -58659.525067
  nChanged 127
		SP:Iteration 1F (169702.490000 sec): 3 clusters
  Score: Raw -60847.943679 + Penalty 2024.266076 = -58823.677603
  nChanged 28
		SP:Iteration 2F (169702.500000 sec): 3 clusters
  Score: Raw -60888.096720 + Penalty 2024.266076 = -58863.830643
  nChanged 11
		SP:Iteration 3Q (169702.510000 sec): 3 clusters
  Score: Raw -60903.481608 + Penalty 2024.266076 = -58879.215532
  nChanged 9
		SP:Iteration 4Q (169702.520000 sec): 3 clusters
  Score: Raw -60915.007812 + Penalty 2024.266076 = -58890.741736
  nChanged 5
		SP:Iteration 5Q (169702.530000 sec): 3 clusters
  Score: Raw -60919.329530 + Penalty 2024.266076 = -58895.063453
  nChanged 1
		SP:Iteration 6Q (169702.540000 sec): 3 clusters
  Score: Raw -60919.807113 + Penalty 2024.266076 = -58895.541037
  nChanged 0
		SP:Iteration 7F (169702.550000 sec): 3 clusters
  Score: Raw -60919.807113 + Penalty 2024.266076 = -58895.541037
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (15514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169702.720000 sec): 2 clusters
  Score: Raw -1769653.360827 + Penalty 1568.043445 = -1768085.317382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169702.910000 sec): 3 clusters
  Score: Raw -1760455.405809 + Penalty 3136.086889 = -1757319.318920
  nChanged 6978
		SP:Iteration 1F (169703.130000 sec): 3 clusters
  Score: Raw -1764482.608452 + Penalty 3136.086889 = -1761346.521563
  nChanged 1096
		SP:Iteration 2F (169703.310000 sec): 3 clusters
  Score: Raw -1765080.605305 + Penalty 3136.086889 = -1761944.518416
  nChanged 983
		SP:Iteration 3F (169703.490000 sec): 3 clusters
  Score: Raw -1765621.789565 + Penalty 3136.086889 = -1762485.702676
  nChanged 899
		SP:Iteration 4F (169703.680000 sec): 3 clusters
  Score: Raw -1766166.975145 + Penalty 3136.086889 = -1763030.888256
  nChanged 906
		SP:Iteration 5F (169703.880000 sec): 3 clusters
  Score: Raw -1766796.408871 + Penalty 3136.086889 = -1763660.321982
  nChanged 874
		SP:Iteration 6F (169704.070000 sec): 3 clusters
  Score: Raw -1767523.470095 + Penalty 3136.086889 = -1764387.383206
  nChanged 855
		SP:Iteration 7F (169704.250000 sec): 3 clusters
  Score: Raw -1768245.719141 + Penalty 3136.086889 = -1765109.632251
  nChanged 765
		SP:Iteration 8Q (169704.450000 sec): 3 clusters
  Score: Raw -1768818.292962 + Penalty 3136.086889 = -1765682.206073
  nChanged 612
		SP:Iteration 9Q (169704.640000 sec): 3 clusters
  Score: Raw -1769265.522307 + Penalty 3136.086889 = -1766129.435418
  nChanged 469
		SP:Iteration 10Q (169704.820000 sec): 3 clusters
  Score: Raw -1769562.114294 + Penalty 3136.086889 = -1766426.027405
  nChanged 383
		SP:Iteration 11Q (169705.020000 sec): 3 clusters
  Score: Raw -1769769.876705 + Penalty 3136.086889 = -1766633.789816
  nChanged 308
		SP:Iteration 12Q (169705.200000 sec): 3 clusters
  Score: Raw -1769921.138692 + Penalty 3136.086889 = -1766785.051803
  nChanged 277
		SP:Iteration 13Q (169705.400000 sec): 3 clusters
  Score: Raw -1770052.100670 + Penalty 3136.086889 = -1766916.013781
  nChanged 254
		SP:Iteration 14Q (169705.580000 sec): 3 clusters
  Score: Raw -1770169.316608 + Penalty 3136.086889 = -1767033.229719
  nChanged 233
		SP:Iteration 15Q (169705.780000 sec): 3 clusters
  Score: Raw -1770277.208980 + Penalty 3136.086889 = -1767141.122091
  nChanged 209
		SP:Iteration 16Q (169706.060000 sec): 3 clusters
  Score: Raw -1770357.990135 + Penalty 3136.086889 = -1767221.903246
  nChanged 187
		SP:Iteration 17Q (169706.320000 sec): 3 clusters
  Score: Raw -1770429.496280 + Penalty 3136.086889 = -1767293.409391
  nChanged 160
		SP:Iteration 18Q (169706.570000 sec): 3 clusters
  Score: Raw -1770484.183639 + Penalty 3136.086889 = -1767348.096750
  nChanged 135
		SP:Iteration 19Q (169706.770000 sec): 3 clusters
  Score: Raw -1770529.971438 + Penalty 3136.086889 = -1767393.884549
  nChanged 124
		SP:Iteration 20F (169706.960000 sec): 3 clusters
  Score: Raw -1770561.380541 + Penalty 3136.086889 = -1767425.293652
  nChanged 96
		SP:Iteration 21Q (169707.130000 sec): 3 clusters
  Score: Raw -1770582.790188 + Penalty 3136.086889 = -1767446.703299
  nChanged 86
		SP:Iteration 22Q (169707.340000 sec): 3 clusters
  Score: Raw -1770600.704797 + Penalty 3136.086889 = -1767464.617908
  nChanged 72
		SP:Iteration 23Q (169707.510000 sec): 3 clusters
  Score: Raw -1770611.983095 + Penalty 3136.086889 = -1767475.896206
  nChanged 50
		SP:Iteration 24Q (169707.710000 sec): 3 clusters
  Score: Raw -1770619.029656 + Penalty 3136.086889 = -1767482.942766
  nChanged 42
		SP:Iteration 25Q (169707.910000 sec): 3 clusters
  Score: Raw -1770624.317102 + Penalty 3136.086889 = -1767488.230213
  nChanged 31
		SP:Iteration 26Q (169708.090000 sec): 3 clusters
  Score: Raw -1770627.911870 + Penalty 3136.086889 = -1767491.824981
  nChanged 28
		SP:Iteration 27Q (169708.290000 sec): 3 clusters
  Score: Raw -1770631.906058 + Penalty 3136.086889 = -1767495.819169
  nChanged 28
		SP:Iteration 28Q (169708.490000 sec): 3 clusters
  Score: Raw -1770635.526085 + Penalty 3136.086889 = -1767499.439195
  nChanged 27
		SP:Iteration 29Q (169708.660000 sec): 3 clusters
  Score: Raw -1770638.453264 + Penalty 3136.086889 = -1767502.366374
  nChanged 26
		SP:Iteration 30Q (169708.870000 sec): 3 clusters
  Score: Raw -1770640.851759 + Penalty 3136.086889 = -1767504.764870
  nChanged 18
		SP:Iteration 31Q (169709.040000 sec): 3 clusters
  Score: Raw -1770642.629173 + Penalty 3136.086889 = -1767506.542283
  nChanged 16
		SP:Iteration 32Q (169709.240000 sec): 3 clusters
  Score: Raw -1770643.894485 + Penalty 3136.086889 = -1767507.807596
  nChanged 11
		SP:Iteration 33Q (169709.410000 sec): 3 clusters
  Score: Raw -1770644.934161 + Penalty 3136.086889 = -1767508.847271
  nChanged 11
		SP:Iteration 34Q (169709.620000 sec): 3 clusters
  Score: Raw -1770645.667321 + Penalty 3136.086889 = -1767509.580432
  nChanged 8
		SP:Iteration 35Q (169709.790000 sec): 3 clusters
  Score: Raw -1770646.269842 + Penalty 3136.086889 = -1767510.182952
  nChanged 5
		SP:Iteration 36Q (169709.990000 sec): 3 clusters
  Score: Raw -1770646.639061 + Penalty 3136.086889 = -1767510.552171
  nChanged 6
		SP:Iteration 37Q (169710.190000 sec): 3 clusters
  Score: Raw -1770647.246074 + Penalty 3136.086889 = -1767511.159184
  nChanged 9
		SP:Iteration 38Q (169710.370000 sec): 3 clusters
  Score: Raw -1770647.761798 + Penalty 3136.086889 = -1767511.674909
  nChanged 3
		SP:Iteration 39Q (169710.570000 sec): 3 clusters
  Score: Raw -1770647.986489 + Penalty 3136.086889 = -1767511.899600
  nChanged 4
		SP:Iteration 40F (169710.780000 sec): 3 clusters
  Score: Raw -1770648.252679 + Penalty 3136.086889 = -1767512.165790
  nChanged 3
		SP:Iteration 41Q (169710.950000 sec): 3 clusters
  Score: Raw -1770648.370487 + Penalty 3136.086889 = -1767512.283598
  nChanged 3
		SP:Iteration 42Q (169711.150000 sec): 3 clusters
  Score: Raw -1770648.769052 + Penalty 3136.086889 = -1767512.682162
  nChanged 4
		SP:Iteration 43Q (169711.320000 sec): 3 clusters
  Score: Raw -1770649.406901 + Penalty 3136.086889 = -1767513.320012
  nChanged 8
		SP:Iteration 44Q (169711.530000 sec): 3 clusters
  Score: Raw -1770650.086242 + Penalty 3136.086889 = -1767513.999352
  nChanged 7
		SP:Iteration 45Q (169711.710000 sec): 3 clusters
  Score: Raw -1770650.628080 + Penalty 3136.086889 = -1767514.541191
  nChanged 3
		SP:Iteration 46Q (169711.900000 sec): 3 clusters
  Score: Raw -1770650.827837 + Penalty 3136.086889 = -1767514.740948
  nChanged 6
		SP:Iteration 47Q (169712.100000 sec): 3 clusters
  Score: Raw -1770651.239321 + Penalty 3136.086889 = -1767515.152432
  nChanged 2
		SP:Iteration 48Q (169712.270000 sec): 3 clusters
  Score: Raw -1770651.331329 + Penalty 3136.086889 = -1767515.244440
  nChanged 1
		SP:Iteration 49Q (169712.470000 sec): 3 clusters
  Score: Raw -1770651.378456 + Penalty 3136.086889 = -1767515.291566
  nChanged 0
		SP:Iteration 50F (169712.680000 sec): 3 clusters
  Score: Raw -1770651.378456 + Penalty 3136.086889 = -1767515.291566
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169712.790000 sec): 2 clusters
  Score: Raw -1140434.317382 + Penalty 1486.746523 = -1138947.570859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169712.950000 sec): 3 clusters
  Score: Raw -1135153.586878 + Penalty 2973.493046 = -1132180.093832
  nChanged 4024
		SP:Iteration 1F (169713.080000 sec): 3 clusters
  Score: Raw -1137491.101613 + Penalty 2973.493046 = -1134517.608567
  nChanged 702
		SP:Iteration 2F (169713.220000 sec): 3 clusters
  Score: Raw -1137903.074538 + Penalty 2973.493046 = -1134929.581492
  nChanged 590
		SP:Iteration 3F (169713.380000 sec): 3 clusters
  Score: Raw -1138247.243386 + Penalty 2973.493046 = -1135273.750340
  nChanged 507
		SP:Iteration 4F (169713.540000 sec): 3 clusters
  Score: Raw -1138543.097581 + Penalty 2973.493046 = -1135569.604535
  nChanged 461
		SP:Iteration 5Q (169713.670000 sec): 3 clusters
  Score: Raw -1138777.747822 + Penalty 2973.493046 = -1135804.254776
  nChanged 396
		SP:Iteration 6Q (169713.810000 sec): 3 clusters
  Score: Raw -1138964.471876 + Penalty 2973.493046 = -1135990.978830
  nChanged 372
		SP:Iteration 7Q (169713.980000 sec): 3 clusters
  Score: Raw -1139169.921090 + Penalty 2973.493046 = -1136196.428044
  nChanged 389
		SP:Iteration 8Q (169714.150000 sec): 3 clusters
  Score: Raw -1139417.050485 + Penalty 2973.493046 = -1136443.557439
  nChanged 393
		SP:Iteration 9Q (169714.290000 sec): 3 clusters
  Score: Raw -1139688.962024 + Penalty 2973.493046 = -1136715.468979
  nChanged 409
		SP:Iteration 10Q (169714.430000 sec): 3 clusters
  Score: Raw -1139963.740048 + Penalty 2973.493046 = -1136990.247002
  nChanged 340
		SP:Iteration 11Q (169714.580000 sec): 3 clusters
  Score: Raw -1140177.780745 + Penalty 2973.493046 = -1137204.287699
  nChanged 309
		SP:Iteration 12Q (169714.740000 sec): 3 clusters
  Score: Raw -1140368.228782 + Penalty 2973.493046 = -1137394.735736
  nChanged 253
		SP:Iteration 13Q (169714.870000 sec): 3 clusters
  Score: Raw -1140527.674775 + Penalty 2973.493046 = -1137554.181729
  nChanged 224
		SP:Iteration 14Q (169715.000000 sec): 3 clusters
  Score: Raw -1140641.898926 + Penalty 2973.493046 = -1137668.405880
  nChanged 190
		SP:Iteration 15Q (169715.150000 sec): 3 clusters
  Score: Raw -1140723.668308 + Penalty 2973.493046 = -1137750.175262
  nChanged 143
		SP:Iteration 16Q (169715.310000 sec): 3 clusters
  Score: Raw -1140784.190227 + Penalty 2973.493046 = -1137810.697181
  nChanged 121
		SP:Iteration 17Q (169715.450000 sec): 3 clusters
  Score: Raw -1140822.845559 + Penalty 2973.493046 = -1137849.352513
  nChanged 84
		SP:Iteration 18Q (169715.580000 sec): 3 clusters
  Score: Raw -1140844.844895 + Penalty 2973.493046 = -1137871.351849
  nChanged 68
		SP:Iteration 19Q (169715.710000 sec): 3 clusters
  Score: Raw -1140862.951532 + Penalty 2973.493046 = -1137889.458486
  nChanged 64
		SP:Iteration 20F (169715.850000 sec): 3 clusters
  Score: Raw -1140879.478021 + Penalty 2973.493046 = -1137905.984975
  nChanged 57
		SP:Iteration 21Q (169716.000000 sec): 3 clusters
  Score: Raw -1140895.161180 + Penalty 2973.493046 = -1137921.668134
  nChanged 49
		SP:Iteration 22Q (169716.150000 sec): 3 clusters
  Score: Raw -1140906.696590 + Penalty 2973.493046 = -1137933.203544
  nChanged 36
		SP:Iteration 23Q (169716.290000 sec): 3 clusters
  Score: Raw -1140913.165409 + Penalty 2973.493046 = -1137939.672363
  nChanged 31
		SP:Iteration 24Q (169716.410000 sec): 3 clusters
  Score: Raw -1140918.553092 + Penalty 2973.493046 = -1137945.060046
  nChanged 29
		SP:Iteration 25Q (169716.550000 sec): 3 clusters
  Score: Raw -1140924.495663 + Penalty 2973.493046 = -1137951.002617
  nChanged 33
		SP:Iteration 26Q (169716.720000 sec): 3 clusters
  Score: Raw -1140930.934862 + Penalty 2973.493046 = -1137957.441817
  nChanged 24
		SP:Iteration 27Q (169716.880000 sec): 3 clusters
  Score: Raw -1140935.492322 + Penalty 2973.493046 = -1137961.999276
  nChanged 20
		SP:Iteration 28Q (169717.010000 sec): 3 clusters
  Score: Raw -1140939.325723 + Penalty 2973.493046 = -1137965.832677
  nChanged 24
		SP:Iteration 29Q (169717.140000 sec): 3 clusters
  Score: Raw -1140944.182024 + Penalty 2973.493046 = -1137970.688978
  nChanged 28
		SP:Iteration 30Q (169717.290000 sec): 3 clusters
  Score: Raw -1140950.473514 + Penalty 2973.493046 = -1137976.980468
  nChanged 35
		SP:Iteration 31Q (169717.450000 sec): 3 clusters
  Score: Raw -1140957.115434 + Penalty 2973.493046 = -1137983.622389
  nChanged 27
		SP:Iteration 32Q (169717.590000 sec): 3 clusters
  Score: Raw -1140962.936284 + Penalty 2973.493046 = -1137989.443238
  nChanged 35
		SP:Iteration 33Q (169717.710000 sec): 3 clusters
  Score: Raw -1140969.966330 + Penalty 2973.493046 = -1137996.473284
  nChanged 25
		SP:Iteration 34Q (169717.840000 sec): 3 clusters
  Score: Raw -1140974.273748 + Penalty 2973.493046 = -1138000.780703
  nChanged 23
		SP:Iteration 35Q (169717.980000 sec): 3 clusters
  Score: Raw -1140977.360697 + Penalty 2973.493046 = -1138003.867651
  nChanged 19
		SP:Iteration 36Q (169718.130000 sec): 3 clusters
  Score: Raw -1140980.278151 + Penalty 2973.493046 = -1138006.785105
  nChanged 23
		SP:Iteration 37Q (169718.270000 sec): 3 clusters
  Score: Raw -1140983.856155 + Penalty 2973.493046 = -1138010.363110
  nChanged 19
		SP:Iteration 38Q (169718.400000 sec): 3 clusters
  Score: Raw -1140987.085796 + Penalty 2973.493046 = -1138013.592750
  nChanged 22
		SP:Iteration 39Q (169718.530000 sec): 3 clusters
  Score: Raw -1140991.415351 + Penalty 2973.493046 = -1138017.922305
  nChanged 23
		SP:Iteration 40F (169718.660000 sec): 3 clusters
  Score: Raw -1140995.731597 + Penalty 2973.493046 = -1138022.238551
  nChanged 20
		SP:Iteration 41Q (169718.820000 sec): 3 clusters
  Score: Raw -1140998.873625 + Penalty 2973.493046 = -1138025.380580
  nChanged 22
		SP:Iteration 42Q (169718.990000 sec): 3 clusters
  Score: Raw -1141002.408586 + Penalty 2973.493046 = -1138028.915540
  nChanged 21
		SP:Iteration 43Q (169719.130000 sec): 3 clusters
  Score: Raw -1141006.505379 + Penalty 2973.493046 = -1138033.012333
  nChanged 18
		SP:Iteration 44Q (169719.250000 sec): 3 clusters
  Score: Raw -1141009.513730 + Penalty 2973.493046 = -1138036.020684
  nChanged 14
		SP:Iteration 45Q (169719.380000 sec): 3 clusters
  Score: Raw -1141011.440284 + Penalty 2973.493046 = -1138037.947238
  nChanged 12
		SP:Iteration 46Q (169719.540000 sec): 3 clusters
  Score: Raw -1141012.729517 + Penalty 2973.493046 = -1138039.236471
  nChanged 7
		SP:Iteration 47Q (169719.710000 sec): 3 clusters
  Score: Raw -1141013.905269 + Penalty 2973.493046 = -1138040.412223
  nChanged 6
		SP:Iteration 48Q (169719.850000 sec): 3 clusters
  Score: Raw -1141015.104305 + Penalty 2973.493046 = -1138041.611259
  nChanged 15
		SP:Iteration 49Q (169719.970000 sec): 3 clusters
  Score: Raw -1141017.777525 + Penalty 2973.493046 = -1138044.284479
  nChanged 16
		SP:Iteration 50Q (169720.090000 sec): 3 clusters
  Score: Raw -1141021.162233 + Penalty 2973.493046 = -1138047.669187
  nChanged 16
		SP:Iteration 51Q (169720.260000 sec): 3 clusters
  Score: Raw -1141023.904162 + Penalty 2973.493046 = -1138050.411116
  nChanged 20
		SP:Iteration 52Q (169720.420000 sec): 3 clusters
  Score: Raw -1141028.019383 + Penalty 2973.493046 = -1138054.526337
  nChanged 25
		SP:Iteration 53Q (169720.560000 sec): 3 clusters
  Score: Raw -1141031.993865 + Penalty 2973.493046 = -1138058.500819
  nChanged 12
		SP:Iteration 54Q (169720.680000 sec): 3 clusters
  Score: Raw -1141033.475926 + Penalty 2973.493046 = -1138059.982880
  nChanged 7
		SP:Iteration 55Q (169720.810000 sec): 3 clusters
  Score: Raw -1141034.297292 + Penalty 2973.493046 = -1138060.804246
  nChanged 6
		SP:Iteration 56Q (169720.970000 sec): 3 clusters
  Score: Raw -1141035.096425 + Penalty 2973.493046 = -1138061.603379
  nChanged 9
		SP:Iteration 57Q (169721.140000 sec): 3 clusters
  Score: Raw -1141036.727143 + Penalty 2973.493046 = -1138063.234098
  nChanged 9
		SP:Iteration 58Q (169721.270000 sec): 3 clusters
  Score: Raw -1141037.703313 + Penalty 2973.493046 = -1138064.210267
  nChanged 8
		SP:Iteration 59Q (169721.390000 sec): 3 clusters
  Score: Raw -1141038.507273 + Penalty 2973.493046 = -1138065.014227
  nChanged 12
		SP:Iteration 60F (169721.530000 sec): 3 clusters
  Score: Raw -1141040.484875 + Penalty 2973.493046 = -1138066.991829
  nChanged 7
		SP:Iteration 61Q (169721.690000 sec): 3 clusters
  Score: Raw -1141041.645880 + Penalty 2973.493046 = -1138068.152834
  nChanged 9
		SP:Iteration 62Q (169721.860000 sec): 3 clusters
  Score: Raw -1141042.869036 + Penalty 2973.493046 = -1138069.375991
  nChanged 8
		SP:Iteration 63Q (169722.000000 sec): 3 clusters
  Score: Raw -1141043.871859 + Penalty 2973.493046 = -1138070.378813
  nChanged 9
		SP:Iteration 64Q (169722.120000 sec): 3 clusters
  Score: Raw -1141045.256954 + Penalty 2973.493046 = -1138071.763908
  nChanged 9
		SP:Iteration 65Q (169722.250000 sec): 3 clusters
  Score: Raw -1141046.209119 + Penalty 2973.493046 = -1138072.716073
  nChanged 5
		SP:Iteration 66Q (169722.410000 sec): 3 clusters
  Score: Raw -1141046.732935 + Penalty 2973.493046 = -1138073.239889
  nChanged 4
		SP:Iteration 67Q (169722.580000 sec): 3 clusters
  Score: Raw -1141047.137661 + Penalty 2973.493046 = -1138073.644615
  nChanged 5
		SP:Iteration 68Q (169722.710000 sec): 3 clusters
  Score: Raw -1141047.936925 + Penalty 2973.493046 = -1138074.443879
  nChanged 6
		SP:Iteration 69Q (169722.840000 sec): 3 clusters
  Score: Raw -1141048.678881 + Penalty 2973.493046 = -1138075.185835
  nChanged 6
		SP:Iteration 70Q (169722.990000 sec): 3 clusters
  Score: Raw -1141049.528103 + Penalty 2973.493046 = -1138076.035057
  nChanged 2
		SP:Iteration 71Q (169723.150000 sec): 3 clusters
  Score: Raw -1141049.736171 + Penalty 2973.493046 = -1138076.243125
  nChanged 4
		SP:Iteration 72Q (169723.280000 sec): 3 clusters
  Score: Raw -1141050.245313 + Penalty 2973.493046 = -1138076.752267
  nChanged 2
		SP:Iteration 73Q (169723.410000 sec): 3 clusters
  Score: Raw -1141050.475434 + Penalty 2973.493046 = -1138076.982388
  nChanged 1
		SP:Iteration 74Q (169723.540000 sec): 3 clusters
  Score: Raw -1141050.571508 + Penalty 2973.493046 = -1138077.078462
  nChanged 2
		SP:Iteration 75Q (169723.680000 sec): 3 clusters
  Score: Raw -1141050.704774 + Penalty 2973.493046 = -1138077.211728
  nChanged 2
		SP:Iteration 76Q (169723.850000 sec): 3 clusters
  Score: Raw -1141050.820665 + Penalty 2973.493046 = -1138077.327619
  nChanged 0
		SP:Iteration 77F (169724.020000 sec): 3 clusters
  Score: Raw -1141050.820665 + Penalty 2973.493046 = -1138077.327619
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169724.130000 sec): 2 clusters
  Score: Raw -896433.221973 + Penalty 1449.693465 = -894983.528508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169724.270000 sec): 3 clusters
  Score: Raw -892424.754901 + Penalty 2899.386931 = -889525.367971
  nChanged 3164
		SP:Iteration 1F (169724.380000 sec): 3 clusters
  Score: Raw -894203.012364 + Penalty 2899.386931 = -891303.625433
  nChanged 529
		SP:Iteration 2F (169724.490000 sec): 3 clusters
  Score: Raw -894560.747546 + Penalty 2899.386931 = -891661.360615
  nChanged 543
		SP:Iteration 3F (169724.610000 sec): 3 clusters
  Score: Raw -894940.932534 + Penalty 2899.386931 = -892041.545603
  nChanged 510
		SP:Iteration 4F (169724.730000 sec): 3 clusters
  Score: Raw -895316.019449 + Penalty 2899.386931 = -892416.632518
  nChanged 470
		SP:Iteration 5F (169724.850000 sec): 3 clusters
  Score: Raw -895610.751976 + Penalty 2899.386931 = -892711.365045
  nChanged 353
		SP:Iteration 6Q (169724.970000 sec): 3 clusters
  Score: Raw -895837.962379 + Penalty 2899.386931 = -892938.575448
  nChanged 305
		SP:Iteration 7Q (169725.090000 sec): 3 clusters
  Score: Raw -896009.467172 + Penalty 2899.386931 = -893110.080241
  nChanged 255
		SP:Iteration 8Q (169725.210000 sec): 3 clusters
  Score: Raw -896132.607666 + Penalty 2899.386931 = -893233.220735
  nChanged 207
		SP:Iteration 9Q (169725.330000 sec): 3 clusters
  Score: Raw -896210.637045 + Penalty 2899.386931 = -893311.250114
  nChanged 167
		SP:Iteration 10Q (169725.450000 sec): 3 clusters
  Score: Raw -896269.882364 + Penalty 2899.386931 = -893370.495433
  nChanged 125
		SP:Iteration 11Q (169725.580000 sec): 3 clusters
  Score: Raw -896304.625235 + Penalty 2899.386931 = -893405.238304
  nChanged 79
		SP:Iteration 12Q (169725.700000 sec): 3 clusters
  Score: Raw -896325.277607 + Penalty 2899.386931 = -893425.890676
  nChanged 60
		SP:Iteration 13Q (169725.820000 sec): 3 clusters
  Score: Raw -896339.431525 + Penalty 2899.386931 = -893440.044594
  nChanged 39
		SP:Iteration 14Q (169725.940000 sec): 3 clusters
  Score: Raw -896346.081161 + Penalty 2899.386931 = -893446.694230
  nChanged 29
		SP:Iteration 15Q (169726.060000 sec): 3 clusters
  Score: Raw -896351.337581 + Penalty 2899.386931 = -893451.950650
  nChanged 26
		SP:Iteration 16Q (169726.180000 sec): 3 clusters
  Score: Raw -896356.706336 + Penalty 2899.386931 = -893457.319405
  nChanged 38
		SP:Iteration 17Q (169726.300000 sec): 3 clusters
  Score: Raw -896366.106973 + Penalty 2899.386931 = -893466.720043
  nChanged 35
		SP:Iteration 18Q (169726.420000 sec): 3 clusters
  Score: Raw -896373.715832 + Penalty 2899.386931 = -893474.328901
  nChanged 36
		SP:Iteration 19Q (169726.540000 sec): 3 clusters
  Score: Raw -896381.654703 + Penalty 2899.386931 = -893482.267772
  nChanged 31
		SP:Iteration 20F (169726.660000 sec): 3 clusters
  Score: Raw -896388.144863 + Penalty 2899.386931 = -893488.757932
  nChanged 35
		SP:Iteration 21Q (169726.780000 sec): 3 clusters
  Score: Raw -896394.446179 + Penalty 2899.386931 = -893495.059248
  nChanged 39
		SP:Iteration 22Q (169726.900000 sec): 3 clusters
  Score: Raw -896401.184653 + Penalty 2899.386931 = -893501.797722
  nChanged 30
		SP:Iteration 23Q (169727.020000 sec): 3 clusters
  Score: Raw -896406.676536 + Penalty 2899.386931 = -893507.289605
  nChanged 30
		SP:Iteration 24Q (169727.140000 sec): 3 clusters
  Score: Raw -896413.043207 + Penalty 2899.386931 = -893513.656277
  nChanged 33
		SP:Iteration 25Q (169727.260000 sec): 3 clusters
  Score: Raw -896420.608863 + Penalty 2899.386931 = -893521.221932
  nChanged 40
		SP:Iteration 26Q (169727.370000 sec): 3 clusters
  Score: Raw -896428.716935 + Penalty 2899.386931 = -893529.330004
  nChanged 33
		SP:Iteration 27Q (169727.490000 sec): 3 clusters
  Score: Raw -896435.452573 + Penalty 2899.386931 = -893536.065642
  nChanged 33
		SP:Iteration 28Q (169727.610000 sec): 3 clusters
  Score: Raw -896441.644084 + Penalty 2899.386931 = -893542.257153
  nChanged 32
		SP:Iteration 29Q (169727.730000 sec): 3 clusters
  Score: Raw -896448.502360 + Penalty 2899.386931 = -893549.115429
  nChanged 38
		SP:Iteration 30Q (169727.850000 sec): 3 clusters
  Score: Raw -896457.726069 + Penalty 2899.386931 = -893558.339138
  nChanged 46
		SP:Iteration 31Q (169727.970000 sec): 3 clusters
  Score: Raw -896467.777019 + Penalty 2899.386931 = -893568.390088
  nChanged 47
		SP:Iteration 32Q (169728.090000 sec): 3 clusters
  Score: Raw -896477.403628 + Penalty 2899.386931 = -893578.016697
  nChanged 56
		SP:Iteration 33Q (169728.220000 sec): 3 clusters
  Score: Raw -896489.003627 + Penalty 2899.386931 = -893589.616697
  nChanged 55
		SP:Iteration 34Q (169728.370000 sec): 3 clusters
  Score: Raw -896500.406624 + Penalty 2899.386931 = -893601.019693
  nChanged 48
		SP:Iteration 35Q (169728.490000 sec): 3 clusters
  Score: Raw -896511.561129 + Penalty 2899.386931 = -893612.174199
  nChanged 48
		SP:Iteration 36Q (169728.600000 sec): 3 clusters
  Score: Raw -896524.781567 + Penalty 2899.386931 = -893625.394637
  nChanged 54
		SP:Iteration 37Q (169728.710000 sec): 3 clusters
  Score: Raw -896540.343821 + Penalty 2899.386931 = -893640.956891
  nChanged 53
		SP:Iteration 38Q (169728.820000 sec): 3 clusters
  Score: Raw -896552.750246 + Penalty 2899.386931 = -893653.363316
  nChanged 50
		SP:Iteration 39Q (169728.940000 sec): 3 clusters
  Score: Raw -896562.074942 + Penalty 2899.386931 = -893662.688011
  nChanged 45
		SP:Iteration 40F (169729.060000 sec): 3 clusters
  Score: Raw -896572.028636 + Penalty 2899.386931 = -893672.641705
  nChanged 48
		SP:Iteration 41Q (169729.190000 sec): 3 clusters
  Score: Raw -896586.310364 + Penalty 2899.386931 = -893686.923433
  nChanged 56
		SP:Iteration 42Q (169729.310000 sec): 3 clusters
  Score: Raw -896602.364571 + Penalty 2899.386931 = -893702.977641
  nChanged 64
		SP:Iteration 43Q (169729.440000 sec): 3 clusters
  Score: Raw -896616.390607 + Penalty 2899.386931 = -893717.003676
  nChanged 54
		SP:Iteration 44Q (169729.560000 sec): 3 clusters
  Score: Raw -896629.890471 + Penalty 2899.386931 = -893730.503540
  nChanged 66
		SP:Iteration 45Q (169729.680000 sec): 3 clusters
  Score: Raw -896646.109248 + Penalty 2899.386931 = -893746.722318
  nChanged 68
		SP:Iteration 46Q (169729.810000 sec): 3 clusters
  Score: Raw -896667.315815 + Penalty 2899.386931 = -893767.928885
  nChanged 71
		SP:Iteration 47Q (169729.930000 sec): 3 clusters
  Score: Raw -896686.136519 + Penalty 2899.386931 = -893786.749588
  nChanged 83
		SP:Iteration 48Q (169730.060000 sec): 3 clusters
  Score: Raw -896711.915333 + Penalty 2899.386931 = -893812.528402
  nChanged 96
		SP:Iteration 49Q (169730.180000 sec): 3 clusters
  Score: Raw -896746.942751 + Penalty 2899.386931 = -893847.555820
  nChanged 112
		SP:Iteration 50Q (169730.300000 sec): 3 clusters
  Score: Raw -896788.506179 + Penalty 2899.386931 = -893889.119248
  nChanged 96
		SP:Iteration 51Q (169730.430000 sec): 3 clusters
  Score: Raw -896824.884950 + Penalty 2899.386931 = -893925.498020
  nChanged 106
		SP:Iteration 52Q (169730.550000 sec): 3 clusters
  Score: Raw -896865.127147 + Penalty 2899.386931 = -893965.740216
  nChanged 85
		SP:Iteration 53Q (169730.670000 sec): 3 clusters
  Score: Raw -896892.549815 + Penalty 2899.386931 = -893993.162884
  nChanged 83
		SP:Iteration 54Q (169730.800000 sec): 3 clusters
  Score: Raw -896922.783465 + Penalty 2899.386931 = -894023.396535
  nChanged 103
		SP:Iteration 55Q (169730.920000 sec): 3 clusters
  Score: Raw -896963.181349 + Penalty 2899.386931 = -894063.794418
  nChanged 97
		SP:Iteration 56Q (169731.040000 sec): 3 clusters
  Score: Raw -896998.761029 + Penalty 2899.386931 = -894099.374098
  nChanged 69
		SP:Iteration 57Q (169731.160000 sec): 3 clusters
  Score: Raw -897022.448797 + Penalty 2899.386931 = -894123.061866
  nChanged 69
		SP:Iteration 58Q (169731.280000 sec): 3 clusters
  Score: Raw -897046.723422 + Penalty 2899.386931 = -894147.336492
  nChanged 65
		SP:Iteration 59Q (169731.400000 sec): 3 clusters
  Score: Raw -897067.683729 + Penalty 2899.386931 = -894168.296798
  nChanged 51
		SP:Iteration 60F (169731.530000 sec): 3 clusters
  Score: Raw -897084.214777 + Penalty 2899.386931 = -894184.827846
  nChanged 49
		SP:Iteration 61Q (169731.650000 sec): 3 clusters
  Score: Raw -897099.870465 + Penalty 2899.386931 = -894200.483534
  nChanged 50
		SP:Iteration 62Q (169731.770000 sec): 3 clusters
  Score: Raw -897116.651566 + Penalty 2899.386931 = -894217.264635
  nChanged 49
		SP:Iteration 63Q (169731.900000 sec): 3 clusters
  Score: Raw -897131.606339 + Penalty 2899.386931 = -894232.219408
  nChanged 41
		SP:Iteration 64Q (169732.020000 sec): 3 clusters
  Score: Raw -897144.905481 + Penalty 2899.386931 = -894245.518550
  nChanged 38
		SP:Iteration 65Q (169732.140000 sec): 3 clusters
  Score: Raw -897156.325980 + Penalty 2899.386931 = -894256.939049
  nChanged 38
		SP:Iteration 66Q (169732.260000 sec): 3 clusters
  Score: Raw -897168.154409 + Penalty 2899.386931 = -894268.767478
  nChanged 36
		SP:Iteration 67Q (169732.380000 sec): 3 clusters
  Score: Raw -897177.783720 + Penalty 2899.386931 = -894278.396790
  nChanged 37
		SP:Iteration 68Q (169732.500000 sec): 3 clusters
  Score: Raw -897188.244314 + Penalty 2899.386931 = -894288.857383
  nChanged 27
		SP:Iteration 69Q (169732.620000 sec): 3 clusters
  Score: Raw -897195.225070 + Penalty 2899.386931 = -894295.838139
  nChanged 14
		SP:Iteration 70Q (169732.740000 sec): 3 clusters
  Score: Raw -897199.068164 + Penalty 2899.386931 = -894299.681233
  nChanged 15
		SP:Iteration 71Q (169732.860000 sec): 3 clusters
  Score: Raw -897202.716757 + Penalty 2899.386931 = -894303.329826
  nChanged 9
		SP:Iteration 72Q (169732.980000 sec): 3 clusters
  Score: Raw -897204.913240 + Penalty 2899.386931 = -894305.526309
  nChanged 12
		SP:Iteration 73Q (169733.100000 sec): 3 clusters
  Score: Raw -897207.560635 + Penalty 2899.386931 = -894308.173704
  nChanged 10
		SP:Iteration 74Q (169733.230000 sec): 3 clusters
  Score: Raw -897209.892323 + Penalty 2899.386931 = -894310.505392
  nChanged 8
		SP:Iteration 75Q (169733.350000 sec): 3 clusters
  Score: Raw -897211.914030 + Penalty 2899.386931 = -894312.527100
  nChanged 10
		SP:Iteration 76Q (169733.470000 sec): 3 clusters
  Score: Raw -897214.130904 + Penalty 2899.386931 = -894314.743974
  nChanged 7
		SP:Iteration 77Q (169733.590000 sec): 3 clusters
  Score: Raw -897215.287501 + Penalty 2899.386931 = -894315.900570
  nChanged 2
		SP:Iteration 78Q (169733.710000 sec): 3 clusters
  Score: Raw -897216.036789 + Penalty 2899.386931 = -894316.649858
  nChanged 4
		SP:Iteration 79Q (169733.830000 sec): 3 clusters
  Score: Raw -897217.027923 + Penalty 2899.386931 = -894317.640992
  nChanged 5
		SP:Iteration 80F (169733.960000 sec): 3 clusters
  Score: Raw -897217.935298 + Penalty 2899.386931 = -894318.548367
  nChanged 4
		SP:Iteration 81Q (169734.080000 sec): 3 clusters
  Score: Raw -897218.815381 + Penalty 2899.386931 = -894319.428451
  nChanged 6
		SP:Iteration 82Q (169734.190000 sec): 3 clusters
  Score: Raw -897220.331082 + Penalty 2899.386931 = -894320.944151
  nChanged 5
		SP:Iteration 83Q (169734.350000 sec): 3 clusters
  Score: Raw -897221.352750 + Penalty 2899.386931 = -894321.965819
  nChanged 4
		SP:Iteration 84Q (169734.480000 sec): 3 clusters
  Score: Raw -897222.101377 + Penalty 2899.386931 = -894322.714446
  nChanged 3
		SP:Iteration 85Q (169734.590000 sec): 3 clusters
  Score: Raw -897222.462840 + Penalty 2899.386931 = -894323.075909
  nChanged 0
		SP:Iteration 86F (169734.700000 sec): 3 clusters
  Score: Raw -897222.462840 + Penalty 2899.386931 = -894323.075909
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169734.750000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169734.760000 sec): 3 clusters
  Score: Raw -23528.155265 + Penalty 1760.232631 = -21767.922634
  nChanged 56
		SP:Iteration 1F (169734.770000 sec): 3 clusters
  Score: Raw -23688.886603 + Penalty 1760.232631 = -21928.653972
  nChanged 16
		SP:Iteration 2F (169734.770000 sec): 3 clusters
  Score: Raw -23743.261834 + Penalty 1760.232631 = -21983.029203
  nChanged 5
		SP:Iteration 3Q (169734.780000 sec): 3 clusters
  Score: Raw -23754.758709 + Penalty 1760.232631 = -21994.526079
  nChanged 2
		SP:Iteration 4Q (169734.780000 sec): 3 clusters
  Score: Raw -23760.104339 + Penalty 1760.232631 = -21999.871708
  nChanged 1
		SP:Iteration 5Q (169734.790000 sec): 3 clusters
  Score: Raw -23760.718300 + Penalty 1760.232631 = -22000.485669
  nChanged 0
		SP:Iteration 6F (169734.790000 sec): 3 clusters
  Score: Raw -23760.718300 + Penalty 1760.232631 = -22000.485669
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169735.070000 sec): 2 clusters
  Score: Raw -3039603.429878 + Penalty 1658.642484 = -3037944.787394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169735.390000 sec): 3 clusters
  Score: Raw -3023038.027562 + Penalty 3317.284968 = -3019720.742594
  nChanged 12421
		SP:Iteration 1F (169735.720000 sec): 3 clusters
  Score: Raw -3030495.929727 + Penalty 3317.284968 = -3027178.644759
  nChanged 1690
		SP:Iteration 2F (169736.010000 sec): 3 clusters
  Score: Raw -3031441.925433 + Penalty 3317.284968 = -3028124.640465
  nChanged 1779
		SP:Iteration 3F (169736.310000 sec): 3 clusters
  Score: Raw -3032396.690354 + Penalty 3317.284968 = -3029079.405386
  nChanged 1592
		SP:Iteration 4F (169736.660000 sec): 3 clusters
  Score: Raw -3033245.750888 + Penalty 3317.284968 = -3029928.465920
  nChanged 1429
		SP:Iteration 5F (169736.940000 sec): 3 clusters
  Score: Raw -3033946.863030 + Penalty 3317.284968 = -3030629.578062
  nChanged 1250
		SP:Iteration 6Q (169737.280000 sec): 3 clusters
  Score: Raw -3034502.360000 + Penalty 3317.284968 = -3031185.075032
  nChanged 1119
		SP:Iteration 7Q (169737.610000 sec): 3 clusters
  Score: Raw -3034979.135882 + Penalty 3317.284968 = -3031661.850914
  nChanged 974
		SP:Iteration 8Q (169737.890000 sec): 3 clusters
  Score: Raw -3035362.994604 + Penalty 3317.284968 = -3032045.709636
  nChanged 831
		SP:Iteration 9Q (169738.200000 sec): 3 clusters
  Score: Raw -3035660.910356 + Penalty 3317.284968 = -3032343.625388
  nChanged 712
		SP:Iteration 10Q (169738.520000 sec): 3 clusters
  Score: Raw -3035901.231801 + Penalty 3317.284968 = -3032583.946833
  nChanged 603
		SP:Iteration 11Q (169738.810000 sec): 3 clusters
  Score: Raw -3036090.277268 + Penalty 3317.284968 = -3032772.992300
  nChanged 527
		SP:Iteration 12Q (169739.140000 sec): 3 clusters
  Score: Raw -3036269.662577 + Penalty 3317.284968 = -3032952.377609
  nChanged 510
		SP:Iteration 13Q (169739.470000 sec): 3 clusters
  Score: Raw -3036424.192867 + Penalty 3317.284968 = -3033106.907899
  nChanged 469
		SP:Iteration 14Q (169739.760000 sec): 3 clusters
  Score: Raw -3036549.700971 + Penalty 3317.284968 = -3033232.416003
  nChanged 398
		SP:Iteration 15Q (169740.080000 sec): 3 clusters
  Score: Raw -3036648.472311 + Penalty 3317.284968 = -3033331.187343
  nChanged 336
		SP:Iteration 16Q (169740.410000 sec): 3 clusters
  Score: Raw -3036722.839634 + Penalty 3317.284968 = -3033405.554666
  nChanged 290
		SP:Iteration 17Q (169740.690000 sec): 3 clusters
  Score: Raw -3036783.952678 + Penalty 3317.284968 = -3033466.667710
  nChanged 257
		SP:Iteration 18Q (169741.020000 sec): 3 clusters
  Score: Raw -3036832.731322 + Penalty 3317.284968 = -3033515.446354
  nChanged 231
		SP:Iteration 19Q (169741.300000 sec): 3 clusters
  Score: Raw -3036865.645126 + Penalty 3317.284968 = -3033548.360158
  nChanged 180
		SP:Iteration 20F (169741.610000 sec): 3 clusters
  Score: Raw -3036890.428242 + Penalty 3317.284968 = -3033573.143274
  nChanged 152
		SP:Iteration 21Q (169741.930000 sec): 3 clusters
  Score: Raw -3036909.910957 + Penalty 3317.284968 = -3033592.625989
  nChanged 132
		SP:Iteration 22Q (169742.210000 sec): 3 clusters
  Score: Raw -3036926.397976 + Penalty 3317.284968 = -3033609.113008
  nChanged 117
		SP:Iteration 23Q (169742.540000 sec): 3 clusters
  Score: Raw -3036939.794255 + Penalty 3317.284968 = -3033622.509287
  nChanged 108
		SP:Iteration 24Q (169742.820000 sec): 3 clusters
  Score: Raw -3036951.520061 + Penalty 3317.284968 = -3033634.235093
  nChanged 119
		SP:Iteration 25Q (169743.130000 sec): 3 clusters
  Score: Raw -3036964.783833 + Penalty 3317.284968 = -3033647.498864
  nChanged 116
		SP:Iteration 26Q (169743.450000 sec): 3 clusters
  Score: Raw -3036978.491945 + Penalty 3317.284968 = -3033661.206977
  nChanged 119
		SP:Iteration 27Q (169743.730000 sec): 3 clusters
  Score: Raw -3036995.429258 + Penalty 3317.284968 = -3033678.144289
  nChanged 135
		SP:Iteration 28Q (169744.050000 sec): 3 clusters
  Score: Raw -3037011.074238 + Penalty 3317.284968 = -3033693.789270
  nChanged 115
		SP:Iteration 29Q (169744.330000 sec): 3 clusters
  Score: Raw -3037028.000338 + Penalty 3317.284968 = -3033710.715370
  nChanged 145
		SP:Iteration 30Q (169744.650000 sec): 3 clusters
  Score: Raw -3037050.405977 + Penalty 3317.284968 = -3033733.121009
  nChanged 150
		SP:Iteration 31Q (169744.980000 sec): 3 clusters
  Score: Raw -3037072.540653 + Penalty 3317.284968 = -3033755.255685
  nChanged 133
		SP:Iteration 32Q (169745.250000 sec): 3 clusters
  Score: Raw -3037089.887048 + Penalty 3317.284968 = -3033772.602080
  nChanged 123
		SP:Iteration 33Q (169745.580000 sec): 3 clusters
  Score: Raw -3037104.905223 + Penalty 3317.284968 = -3033787.620255
  nChanged 123
		SP:Iteration 34Q (169745.850000 sec): 3 clusters
  Score: Raw -3037119.094971 + Penalty 3317.284968 = -3033801.810003
  nChanged 114
		SP:Iteration 35Q (169746.150000 sec): 3 clusters
  Score: Raw -3037133.421926 + Penalty 3317.284968 = -3033816.136958
  nChanged 119
		SP:Iteration 36Q (169746.430000 sec): 3 clusters
  Score: Raw -3037150.387301 + Penalty 3317.284968 = -3033833.102333
  nChanged 127
		SP:Iteration 37Q (169746.750000 sec): 3 clusters
  Score: Raw -3037169.514528 + Penalty 3317.284968 = -3033852.229560
  nChanged 144
		SP:Iteration 38Q (169747.080000 sec): 3 clusters
  Score: Raw -3037189.197680 + Penalty 3317.284968 = -3033871.912712
  nChanged 131
		SP:Iteration 39Q (169747.360000 sec): 3 clusters
  Score: Raw -3037207.814253 + Penalty 3317.284968 = -3033890.529285
  nChanged 138
		SP:Iteration 40F (169747.690000 sec): 3 clusters
  Score: Raw -3037227.150163 + Penalty 3317.284968 = -3033909.865195
  nChanged 123
		SP:Iteration 41Q (169748.020000 sec): 3 clusters
  Score: Raw -3037247.575533 + Penalty 3317.284968 = -3033930.290565
  nChanged 142
		SP:Iteration 42Q (169748.300000 sec): 3 clusters
  Score: Raw -3037275.610711 + Penalty 3317.284968 = -3033958.325743
  nChanged 164
		SP:Iteration 43Q (169748.620000 sec): 3 clusters
  Score: Raw -3037310.477662 + Penalty 3317.284968 = -3033993.192694
  nChanged 174
		SP:Iteration 44Q (169748.900000 sec): 3 clusters
  Score: Raw -3037344.503092 + Penalty 3317.284968 = -3034027.218124
  nChanged 181
		SP:Iteration 45Q (169749.200000 sec): 3 clusters
  Score: Raw -3037377.786991 + Penalty 3317.284968 = -3034060.502023
  nChanged 173
		SP:Iteration 46Q (169749.480000 sec): 3 clusters
  Score: Raw -3037408.878751 + Penalty 3317.284968 = -3034091.593783
  nChanged 145
		SP:Iteration 47Q (169749.780000 sec): 3 clusters
  Score: Raw -3037431.582115 + Penalty 3317.284968 = -3034114.297147
  nChanged 140
		SP:Iteration 48Q (169750.060000 sec): 3 clusters
  Score: Raw -3037451.269132 + Penalty 3317.284968 = -3034133.984164
  nChanged 146
		SP:Iteration 49Q (169750.360000 sec): 3 clusters
  Score: Raw -3037473.723064 + Penalty 3317.284968 = -3034156.438096
  nChanged 137
		SP:Iteration 50Q (169750.630000 sec): 3 clusters
  Score: Raw -3037494.480232 + Penalty 3317.284968 = -3034177.195264
  nChanged 140
		SP:Iteration 51Q (169750.930000 sec): 3 clusters
  Score: Raw -3037515.072343 + Penalty 3317.284968 = -3034197.787375
  nChanged 150
		SP:Iteration 52Q (169751.210000 sec): 3 clusters
  Score: Raw -3037536.575155 + Penalty 3317.284968 = -3034219.290187
  nChanged 143
		SP:Iteration 53Q (169751.510000 sec): 3 clusters
  Score: Raw -3037558.279612 + Penalty 3317.284968 = -3034240.994644
  nChanged 147
		SP:Iteration 54Q (169751.790000 sec): 3 clusters
  Score: Raw -3037583.209702 + Penalty 3317.284968 = -3034265.924733
  nChanged 162
		SP:Iteration 55Q (169752.090000 sec): 3 clusters
  Score: Raw -3037611.904704 + Penalty 3317.284968 = -3034294.619736
  nChanged 175
		SP:Iteration 56Q (169752.360000 sec): 3 clusters
  Score: Raw -3037642.937585 + Penalty 3317.284968 = -3034325.652617
  nChanged 180
		SP:Iteration 57Q (169752.670000 sec): 3 clusters
  Score: Raw -3037680.956243 + Penalty 3317.284968 = -3034363.671275
  nChanged 197
		SP:Iteration 58Q (169752.950000 sec): 3 clusters
  Score: Raw -3037724.073136 + Penalty 3317.284968 = -3034406.788168
  nChanged 205
		SP:Iteration 59Q (169753.250000 sec): 3 clusters
  Score: Raw -3037768.309834 + Penalty 3317.284968 = -3034451.024866
  nChanged 202
		SP:Iteration 60F (169753.530000 sec): 3 clusters
  Score: Raw -3037812.159828 + Penalty 3317.284968 = -3034494.874860
  nChanged 216
		SP:Iteration 61Q (169753.830000 sec): 3 clusters
  Score: Raw -3037861.337518 + Penalty 3317.284968 = -3034544.052550
  nChanged 225
		SP:Iteration 62Q (169754.130000 sec): 3 clusters
  Score: Raw -3037918.504004 + Penalty 3317.284968 = -3034601.219036
  nChanged 235
		SP:Iteration 63Q (169754.430000 sec): 3 clusters
  Score: Raw -3037978.655207 + Penalty 3317.284968 = -3034661.370239
  nChanged 237
		SP:Iteration 64Q (169754.750000 sec): 3 clusters
  Score: Raw -3038042.187978 + Penalty 3317.284968 = -3034724.903010
  nChanged 230
		SP:Iteration 65Q (169755.020000 sec): 3 clusters
  Score: Raw -3038107.726696 + Penalty 3317.284968 = -3034790.441728
  nChanged 241
		SP:Iteration 66Q (169755.340000 sec): 3 clusters
  Score: Raw -3038191.327926 + Penalty 3317.284968 = -3034874.042958
  nChanged 261
		SP:Iteration 67Q (169755.610000 sec): 3 clusters
  Score: Raw -3038274.025353 + Penalty 3317.284968 = -3034956.740385
  nChanged 267
		SP:Iteration 68Q (169755.930000 sec): 3 clusters
  Score: Raw -3038358.711565 + Penalty 3317.284968 = -3035041.426597
  nChanged 257
		SP:Iteration 69Q (169756.250000 sec): 3 clusters
  Score: Raw -3038445.873277 + Penalty 3317.284968 = -3035128.588309
  nChanged 287
		SP:Iteration 70Q (169756.520000 sec): 3 clusters
  Score: Raw -3038540.466515 + Penalty 3317.284968 = -3035223.181547
  nChanged 244
		SP:Iteration 71Q (169756.830000 sec): 3 clusters
  Score: Raw -3038620.793755 + Penalty 3317.284968 = -3035303.508787
  nChanged 249
		SP:Iteration 72Q (169757.100000 sec): 3 clusters
  Score: Raw -3038700.053553 + Penalty 3317.284968 = -3035382.768585
  nChanged 253
		SP:Iteration 73Q (169757.420000 sec): 3 clusters
  Score: Raw -3038791.113743 + Penalty 3317.284968 = -3035473.828775
  nChanged 263
		SP:Iteration 74Q (169757.690000 sec): 3 clusters
  Score: Raw -3038885.513805 + Penalty 3317.284968 = -3035568.228837
  nChanged 241
		SP:Iteration 75Q (169758.000000 sec): 3 clusters
  Score: Raw -3038964.837792 + Penalty 3317.284968 = -3035647.552824
  nChanged 230
		SP:Iteration 76Q (169758.260000 sec): 3 clusters
  Score: Raw -3039034.819951 + Penalty 3317.284968 = -3035717.534983
  nChanged 232
		SP:Iteration 77Q (169758.570000 sec): 3 clusters
  Score: Raw -3039114.828327 + Penalty 3317.284968 = -3035797.543359
  nChanged 227
		SP:Iteration 78Q (169758.840000 sec): 3 clusters
  Score: Raw -3039194.899360 + Penalty 3317.284968 = -3035877.614392
  nChanged 230
		SP:Iteration 79Q (169759.150000 sec): 3 clusters
  Score: Raw -3039280.099657 + Penalty 3317.284968 = -3035962.814689
  nChanged 236
		SP:Iteration 80F (169759.440000 sec): 3 clusters
  Score: Raw -3039365.150386 + Penalty 3317.284968 = -3036047.865418
  nChanged 233
		SP:Iteration 81Q (169759.750000 sec): 3 clusters
  Score: Raw -3039456.963943 + Penalty 3317.284968 = -3036139.678975
  nChanged 231
		SP:Iteration 82Q (169760.010000 sec): 3 clusters
  Score: Raw -3039564.355948 + Penalty 3317.284968 = -3036247.070980
  nChanged 246
		SP:Iteration 83Q (169760.320000 sec): 3 clusters
  Score: Raw -3039680.784962 + Penalty 3317.284968 = -3036363.499994
  nChanged 229
		SP:Iteration 84Q (169760.590000 sec): 3 clusters
  Score: Raw -3039783.083022 + Penalty 3317.284968 = -3036465.798054
  nChanged 206
		SP:Iteration 85Q (169760.900000 sec): 3 clusters
  Score: Raw -3039877.054031 + Penalty 3317.284968 = -3036559.769063
  nChanged 211
		SP:Iteration 86Q (169761.160000 sec): 3 clusters
  Score: Raw -3039975.714223 + Penalty 3317.284968 = -3036658.429255
  nChanged 192
		SP:Iteration 87Q (169761.470000 sec): 3 clusters
  Score: Raw -3040053.138673 + Penalty 3317.284968 = -3036735.853705
  nChanged 187
		SP:Iteration 88Q (169761.730000 sec): 3 clusters
  Score: Raw -3040127.456301 + Penalty 3317.284968 = -3036810.171333
  nChanged 156
		SP:Iteration 89Q (169762.040000 sec): 3 clusters
  Score: Raw -3040187.716191 + Penalty 3317.284968 = -3036870.431223
  nChanged 139
		SP:Iteration 90Q (169762.300000 sec): 3 clusters
  Score: Raw -3040233.758315 + Penalty 3317.284968 = -3036916.473347
  nChanged 112
		SP:Iteration 91Q (169762.610000 sec): 3 clusters
  Score: Raw -3040270.635683 + Penalty 3317.284968 = -3036953.350715
  nChanged 87
		SP:Iteration 92Q (169762.870000 sec): 3 clusters
  Score: Raw -3040297.190133 + Penalty 3317.284968 = -3036979.905165
  nChanged 69
		SP:Iteration 93Q (169763.180000 sec): 3 clusters
  Score: Raw -3040317.347489 + Penalty 3317.284968 = -3037000.062521
  nChanged 69
		SP:Iteration 94Q (169763.440000 sec): 3 clusters
  Score: Raw -3040336.627784 + Penalty 3317.284968 = -3037019.342816
  nChanged 50
		SP:Iteration 95Q (169763.750000 sec): 3 clusters
  Score: Raw -3040351.668257 + Penalty 3317.284968 = -3037034.383289
  nChanged 53
		SP:Iteration 96Q (169764.010000 sec): 3 clusters
  Score: Raw -3040370.268610 + Penalty 3317.284968 = -3037052.983642
  nChanged 63
		SP:Iteration 97Q (169764.320000 sec): 3 clusters
  Score: Raw -3040392.100508 + Penalty 3317.284968 = -3037074.815540
  nChanged 66
		SP:Iteration 98Q (169764.580000 sec): 3 clusters
  Score: Raw -3040412.667821 + Penalty 3317.284968 = -3037095.382853
  nChanged 55
		SP:Iteration 99Q (169764.890000 sec): 3 clusters
  Score: Raw -3040428.053030 + Penalty 3317.284968 = -3037110.768061
  nChanged 47
		SP:Iteration 100F (169765.170000 sec): 3 clusters
  Score: Raw -3040439.930075 + Penalty 3317.284968 = -3037122.645107
  nChanged 39
		SP:Iteration 101Q (169765.460000 sec): 3 clusters
  Score: Raw -3040450.296497 + Penalty 3317.284968 = -3037133.011529
  nChanged 37
		SP:Iteration 102Q (169765.720000 sec): 3 clusters
  Score: Raw -3040460.385753 + Penalty 3317.284968 = -3037143.100785
  nChanged 34
		SP:Iteration 103Q (169766.030000 sec): 3 clusters
  Score: Raw -3040468.624419 + Penalty 3317.284968 = -3037151.339451
  nChanged 28
		SP:Iteration 104Q (169766.290000 sec): 3 clusters
  Score: Raw -3040476.860165 + Penalty 3317.284968 = -3037159.575197
  nChanged 23
		SP:Iteration 105Q (169766.600000 sec): 3 clusters
  Score: Raw -3040482.953615 + Penalty 3317.284968 = -3037165.668647
  nChanged 21
		SP:Iteration 106Q (169766.860000 sec): 3 clusters
  Score: Raw -3040486.894913 + Penalty 3317.284968 = -3037169.609945
  nChanged 10
		SP:Iteration 107Q (169767.170000 sec): 3 clusters
  Score: Raw -3040488.203107 + Penalty 3317.284968 = -3037170.918139
  nChanged 7
		SP:Iteration 108Q (169767.430000 sec): 3 clusters
  Score: Raw -3040489.236158 + Penalty 3317.284968 = -3037171.951190
  nChanged 3
		SP:Iteration 109Q (169767.740000 sec): 3 clusters
  Score: Raw -3040489.763803 + Penalty 3317.284968 = -3037172.478835
  nChanged 4
		SP:Iteration 110Q (169768.000000 sec): 3 clusters
  Score: Raw -3040490.532988 + Penalty 3317.284968 = -3037173.248020
  nChanged 6
		SP:Iteration 111Q (169768.310000 sec): 3 clusters
  Score: Raw -3040491.631060 + Penalty 3317.284968 = -3037174.346091
  nChanged 5
		SP:Iteration 112Q (169768.570000 sec): 3 clusters
  Score: Raw -3040492.406961 + Penalty 3317.284968 = -3037175.121993
  nChanged 2
		SP:Iteration 113Q (169768.870000 sec): 3 clusters
  Score: Raw -3040492.733584 + Penalty 3317.284968 = -3037175.448616
  nChanged 5
		SP:Iteration 114Q (169769.130000 sec): 3 clusters
  Score: Raw -3040493.427543 + Penalty 3317.284968 = -3037176.142575
  nChanged 6
		SP:Iteration 115Q (169769.440000 sec): 3 clusters
  Score: Raw -3040494.208211 + Penalty 3317.284968 = -3037176.923243
  nChanged 2
		SP:Iteration 116Q (169769.710000 sec): 3 clusters
  Score: Raw -3040494.524051 + Penalty 3317.284968 = -3037177.239083
  nChanged 3
		SP:Iteration 117Q (169769.970000 sec): 3 clusters
  Score: Raw -3040494.998991 + Penalty 3317.284968 = -3037177.714023
  nChanged 4
		SP:Iteration 118Q (169770.280000 sec): 3 clusters
  Score: Raw -3040495.696973 + Penalty 3317.284968 = -3037178.412005
  nChanged 1
		SP:Iteration 119Q (169770.540000 sec): 3 clusters
  Score: Raw -3040495.790876 + Penalty 3317.284968 = -3037178.505908
  nChanged 1
		SP:Iteration 120F (169770.870000 sec): 3 clusters
  Score: Raw -3040495.923405 + Penalty 3317.284968 = -3037178.638437
  nChanged 2
		SP:Iteration 121Q (169771.180000 sec): 3 clusters
  Score: Raw -3040496.415914 + Penalty 3317.284968 = -3037179.130946
  nChanged 3
		SP:Iteration 122Q (169771.440000 sec): 3 clusters
  Score: Raw -3040496.994078 + Penalty 3317.284968 = -3037179.709109
  nChanged 2
		SP:Iteration 123Q (169771.750000 sec): 3 clusters
  Score: Raw -3040497.481940 + Penalty 3317.284968 = -3037180.196972
  nChanged 2
		SP:Iteration 124Q (169772.010000 sec): 3 clusters
  Score: Raw -3040497.792139 + Penalty 3317.284968 = -3037180.507171
  nChanged 1
		SP:Iteration 125Q (169772.310000 sec): 3 clusters
  Score: Raw -3040497.930979 + Penalty 3317.284968 = -3037180.646011
  nChanged 0
		SP:Iteration 126F (169772.620000 sec): 3 clusters
  Score: Raw -3040497.930979 + Penalty 3317.284968 = -3037180.646011
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169772.720000 sec): 2 clusters
  Score: Raw -684716.932033 + Penalty 1404.993520 = -683311.938513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169772.840000 sec): 3 clusters
  Score: Raw -681723.784426 + Penalty 2809.987041 = -678913.797385
  nChanged 2337
		SP:Iteration 1F (169772.940000 sec): 3 clusters
  Score: Raw -682940.510296 + Penalty 2809.987041 = -680130.523255
  nChanged 403
		SP:Iteration 2F (169773.040000 sec): 3 clusters
  Score: Raw -683158.441306 + Penalty 2809.987041 = -680348.454265
  nChanged 307
		SP:Iteration 3F (169773.140000 sec): 3 clusters
  Score: Raw -683322.878750 + Penalty 2809.987041 = -680512.891709
  nChanged 268
		SP:Iteration 4Q (169773.240000 sec): 3 clusters
  Score: Raw -683482.689362 + Penalty 2809.987041 = -680672.702321
  nChanged 275
		SP:Iteration 5Q (169773.340000 sec): 3 clusters
  Score: Raw -683648.400583 + Penalty 2809.987041 = -680838.413543
  nChanged 279
		SP:Iteration 6Q (169773.430000 sec): 3 clusters
  Score: Raw -683830.645119 + Penalty 2809.987041 = -681020.658078
  nChanged 252
		SP:Iteration 7Q (169773.530000 sec): 3 clusters
  Score: Raw -684006.378730 + Penalty 2809.987041 = -681196.391689
  nChanged 269
		SP:Iteration 8Q (169773.630000 sec): 3 clusters
  Score: Raw -684197.799613 + Penalty 2809.987041 = -681387.812572
  nChanged 240
		SP:Iteration 9Q (169773.730000 sec): 3 clusters
  Score: Raw -684350.271024 + Penalty 2809.987041 = -681540.283984
  nChanged 212
		SP:Iteration 10Q (169773.820000 sec): 3 clusters
  Score: Raw -684478.838870 + Penalty 2809.987041 = -681668.851830
  nChanged 171
		SP:Iteration 11Q (169773.920000 sec): 3 clusters
  Score: Raw -684573.848559 + Penalty 2809.987041 = -681763.861519
  nChanged 124
		SP:Iteration 12Q (169774.020000 sec): 3 clusters
  Score: Raw -684654.924421 + Penalty 2809.987041 = -681844.937380
  nChanged 118
		SP:Iteration 13Q (169774.120000 sec): 3 clusters
  Score: Raw -684729.437811 + Penalty 2809.987041 = -681919.450770
  nChanged 100
		SP:Iteration 14Q (169774.220000 sec): 3 clusters
  Score: Raw -684791.348254 + Penalty 2809.987041 = -681981.361213
  nChanged 92
		SP:Iteration 15Q (169774.310000 sec): 3 clusters
  Score: Raw -684839.414298 + Penalty 2809.987041 = -682029.427258
  nChanged 77
		SP:Iteration 16Q (169774.410000 sec): 3 clusters
  Score: Raw -684871.902645 + Penalty 2809.987041 = -682061.915604
  nChanged 54
		SP:Iteration 17Q (169774.500000 sec): 3 clusters
  Score: Raw -684896.457575 + Penalty 2809.987041 = -682086.470535
  nChanged 48
		SP:Iteration 18Q (169774.600000 sec): 3 clusters
  Score: Raw -684915.576272 + Penalty 2809.987041 = -682105.589231
  nChanged 41
		SP:Iteration 19Q (169774.700000 sec): 3 clusters
  Score: Raw -684932.506593 + Penalty 2809.987041 = -682122.519552
  nChanged 40
		SP:Iteration 20F (169774.790000 sec): 3 clusters
  Score: Raw -684956.162324 + Penalty 2809.987041 = -682146.175283
  nChanged 37
		SP:Iteration 21Q (169774.890000 sec): 3 clusters
  Score: Raw -684974.429322 + Penalty 2809.987041 = -682164.442281
  nChanged 44
		SP:Iteration 22Q (169774.990000 sec): 3 clusters
  Score: Raw -684993.477767 + Penalty 2809.987041 = -682183.490726
  nChanged 39
		SP:Iteration 23Q (169775.080000 sec): 3 clusters
  Score: Raw -685012.321677 + Penalty 2809.987041 = -682202.334637
  nChanged 35
		SP:Iteration 24Q (169775.170000 sec): 3 clusters
  Score: Raw -685029.549215 + Penalty 2809.987041 = -682219.562174
  nChanged 29
		SP:Iteration 25Q (169775.280000 sec): 3 clusters
  Score: Raw -685046.304767 + Penalty 2809.987041 = -682236.317727
  nChanged 31
		SP:Iteration 26Q (169775.370000 sec): 3 clusters
  Score: Raw -685059.941950 + Penalty 2809.987041 = -682249.954909
  nChanged 23
		SP:Iteration 27Q (169775.460000 sec): 3 clusters
  Score: Raw -685069.828518 + Penalty 2809.987041 = -682259.841477
  nChanged 21
		SP:Iteration 28Q (169775.560000 sec): 3 clusters
  Score: Raw -685080.356367 + Penalty 2809.987041 = -682270.369326
  nChanged 19
		SP:Iteration 29Q (169775.650000 sec): 3 clusters
  Score: Raw -685088.794331 + Penalty 2809.987041 = -682278.807290
  nChanged 16
		SP:Iteration 30Q (169775.750000 sec): 3 clusters
  Score: Raw -685095.513936 + Penalty 2809.987041 = -682285.526896
  nChanged 10
		SP:Iteration 31Q (169775.840000 sec): 3 clusters
  Score: Raw -685100.645269 + Penalty 2809.987041 = -682290.658228
  nChanged 13
		SP:Iteration 32Q (169775.930000 sec): 3 clusters
  Score: Raw -685105.638112 + Penalty 2809.987041 = -682295.651072
  nChanged 10
		SP:Iteration 33Q (169776.030000 sec): 3 clusters
  Score: Raw -685110.048679 + Penalty 2809.987041 = -682300.061638
  nChanged 7
		SP:Iteration 34Q (169776.120000 sec): 3 clusters
  Score: Raw -685111.868739 + Penalty 2809.987041 = -682301.881698
  nChanged 5
		SP:Iteration 35Q (169776.220000 sec): 3 clusters
  Score: Raw -685113.032120 + Penalty 2809.987041 = -682303.045079
  nChanged 2
		SP:Iteration 36Q (169776.310000 sec): 3 clusters
  Score: Raw -685113.628842 + Penalty 2809.987041 = -682303.641801
  nChanged 2
		SP:Iteration 37Q (169776.410000 sec): 3 clusters
  Score: Raw -685114.241387 + Penalty 2809.987041 = -682304.254347
  nChanged 2
		SP:Iteration 38Q (169776.500000 sec): 3 clusters
  Score: Raw -685114.480677 + Penalty 2809.987041 = -682304.493636
  nChanged 1
		SP:Iteration 39Q (169776.590000 sec): 3 clusters
  Score: Raw -685114.552293 + Penalty 2809.987041 = -682304.565252
  nChanged 1
		SP:Iteration 40F (169776.690000 sec): 3 clusters
  Score: Raw -685114.781160 + Penalty 2809.987041 = -682304.794120
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169776.750000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169776.750000 sec): 3 clusters
  Score: Raw -23059.310804 + Penalty 1770.189646 = -21289.121158
  nChanged 50
		SP:Iteration 1F (169776.760000 sec): 3 clusters
  Score: Raw -23238.627803 + Penalty 1770.189646 = -21468.438157
  nChanged 15
		SP:Iteration 2F (169776.760000 sec): 3 clusters
  Score: Raw -23303.469410 + Penalty 1770.189646 = -21533.279764
  nChanged 12
		SP:Iteration 3F (169776.770000 sec): 3 clusters
  Score: Raw -23345.639481 + Penalty 1770.189646 = -21575.449835
  nChanged 4
		SP:Iteration 4Q (169776.770000 sec): 3 clusters
  Score: Raw -23359.718104 + Penalty 1770.189646 = -21589.528458
  nChanged 1
		SP:Iteration 5Q (169776.780000 sec): 3 clusters
  Score: Raw -23362.747866 + Penalty 1770.189646 = -21592.558220
  nChanged 0
		SP:Iteration 6F (169776.790000 sec): 3 clusters
  Score: Raw -23362.747866 + Penalty 1770.189646 = -21592.558220
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169776.970000 sec): 2 clusters
  Score: Raw -1758964.117709 + Penalty 1558.443135 = -1757405.674574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169777.190000 sec): 3 clusters
  Score: Raw -1750447.795698 + Penalty 3116.886270 = -1747330.909427
  nChanged 6459
		SP:Iteration 1F (169777.400000 sec): 3 clusters
  Score: Raw -1753997.042143 + Penalty 3116.886270 = -1750880.155873
  nChanged 972
		SP:Iteration 2F (169777.610000 sec): 3 clusters
  Score: Raw -1754521.141904 + Penalty 3116.886270 = -1751404.255633
  nChanged 984
		SP:Iteration 3F (169777.790000 sec): 3 clusters
  Score: Raw -1755094.797816 + Penalty 3116.886270 = -1751977.911546
  nChanged 939
		SP:Iteration 4F (169777.980000 sec): 3 clusters
  Score: Raw -1755671.991791 + Penalty 3116.886270 = -1752555.105521
  nChanged 921
		SP:Iteration 5F (169778.170000 sec): 3 clusters
  Score: Raw -1756216.799804 + Penalty 3116.886270 = -1753099.913534
  nChanged 824
		SP:Iteration 6F (169778.360000 sec): 3 clusters
  Score: Raw -1756699.168222 + Penalty 3116.886270 = -1753582.281952
  nChanged 778
		SP:Iteration 7F (169778.550000 sec): 3 clusters
  Score: Raw -1757174.767052 + Penalty 3116.886270 = -1754057.880782
  nChanged 687
		SP:Iteration 8Q (169778.740000 sec): 3 clusters
  Score: Raw -1757608.256562 + Penalty 3116.886270 = -1754491.370291
  nChanged 601
		SP:Iteration 9Q (169778.940000 sec): 3 clusters
  Score: Raw -1757951.818539 + Penalty 3116.886270 = -1754834.932269
  nChanged 487
		SP:Iteration 10Q (169779.180000 sec): 3 clusters
  Score: Raw -1758204.182932 + Penalty 3116.886270 = -1755087.296661
  nChanged 409
		SP:Iteration 11Q (169779.370000 sec): 3 clusters
  Score: Raw -1758398.577516 + Penalty 3116.886270 = -1755281.691245
  nChanged 347
		SP:Iteration 12Q (169779.570000 sec): 3 clusters
  Score: Raw -1758560.418200 + Penalty 3116.886270 = -1755443.531930
  nChanged 272
		SP:Iteration 13Q (169779.760000 sec): 3 clusters
  Score: Raw -1758679.863311 + Penalty 3116.886270 = -1755562.977041
  nChanged 239
		SP:Iteration 14Q (169779.950000 sec): 3 clusters
  Score: Raw -1758793.123027 + Penalty 3116.886270 = -1755676.236757
  nChanged 194
		SP:Iteration 15Q (169780.150000 sec): 3 clusters
  Score: Raw -1758884.651603 + Penalty 3116.886270 = -1755767.765332
  nChanged 165
		SP:Iteration 16Q (169780.340000 sec): 3 clusters
  Score: Raw -1758956.060145 + Penalty 3116.886270 = -1755839.173874
  nChanged 130
		SP:Iteration 17Q (169780.530000 sec): 3 clusters
  Score: Raw -1759024.566797 + Penalty 3116.886270 = -1755907.680526
  nChanged 127
		SP:Iteration 18Q (169780.710000 sec): 3 clusters
  Score: Raw -1759093.542663 + Penalty 3116.886270 = -1755976.656393
  nChanged 88
		SP:Iteration 19Q (169780.950000 sec): 3 clusters
  Score: Raw -1759134.122994 + Penalty 3116.886270 = -1756017.236724
  nChanged 59
		SP:Iteration 20F (169781.150000 sec): 3 clusters
  Score: Raw -1759159.193234 + Penalty 3116.886270 = -1756042.306964
  nChanged 50
		SP:Iteration 21Q (169781.330000 sec): 3 clusters
  Score: Raw -1759174.909408 + Penalty 3116.886270 = -1756058.023138
  nChanged 34
		SP:Iteration 22Q (169781.510000 sec): 3 clusters
  Score: Raw -1759188.249804 + Penalty 3116.886270 = -1756071.363533
  nChanged 30
		SP:Iteration 23Q (169781.750000 sec): 3 clusters
  Score: Raw -1759197.272562 + Penalty 3116.886270 = -1756080.386292
  nChanged 23
		SP:Iteration 24Q (169781.940000 sec): 3 clusters
  Score: Raw -1759205.999617 + Penalty 3116.886270 = -1756089.113346
  nChanged 18
		SP:Iteration 25Q (169782.170000 sec): 3 clusters
  Score: Raw -1759212.278708 + Penalty 3116.886270 = -1756095.392438
  nChanged 21
		SP:Iteration 26Q (169782.480000 sec): 3 clusters
  Score: Raw -1759220.927066 + Penalty 3116.886270 = -1756104.040795
  nChanged 14
		SP:Iteration 27Q (169782.610000 sec): 3 clusters
  Score: Raw -1759225.030855 + Penalty 3116.886270 = -1756108.144585
  nChanged 14
		SP:Iteration 28Q (169782.800000 sec): 3 clusters
  Score: Raw -1759229.753844 + Penalty 3116.886270 = -1756112.867573
  nChanged 12
		SP:Iteration 29Q (169783.010000 sec): 3 clusters
  Score: Raw -1759234.624149 + Penalty 3116.886270 = -1756117.737879
  nChanged 12
		SP:Iteration 30Q (169783.190000 sec): 3 clusters
  Score: Raw -1759239.028463 + Penalty 3116.886270 = -1756122.142193
  nChanged 9
		SP:Iteration 31Q (169783.360000 sec): 3 clusters
  Score: Raw -1759241.636649 + Penalty 3116.886270 = -1756124.750379
  nChanged 7
		SP:Iteration 32Q (169783.600000 sec): 3 clusters
  Score: Raw -1759244.029528 + Penalty 3116.886270 = -1756127.143257
  nChanged 4
		SP:Iteration 33Q (169783.770000 sec): 3 clusters
  Score: Raw -1759245.020519 + Penalty 3116.886270 = -1756128.134248
  nChanged 5
		SP:Iteration 34Q (169784.000000 sec): 3 clusters
  Score: Raw -1759246.264310 + Penalty 3116.886270 = -1756129.378040
  nChanged 6
		SP:Iteration 35Q (169784.170000 sec): 3 clusters
  Score: Raw -1759248.022358 + Penalty 3116.886270 = -1756131.136087
  nChanged 3
		SP:Iteration 36Q (169784.390000 sec): 3 clusters
  Score: Raw -1759248.842007 + Penalty 3116.886270 = -1756131.955737
  nChanged 2
		SP:Iteration 37Q (169784.620000 sec): 3 clusters
  Score: Raw -1759249.308332 + Penalty 3116.886270 = -1756132.422061
  nChanged 1
		SP:Iteration 38Q (169784.800000 sec): 3 clusters
  Score: Raw -1759249.562318 + Penalty 3116.886270 = -1756132.676047
  nChanged 1
		SP:Iteration 39Q (169785.030000 sec): 3 clusters
  Score: Raw -1759249.778211 + Penalty 3116.886270 = -1756132.891940
  nChanged 1
		SP:Iteration 40F (169785.220000 sec): 3 clusters
  Score: Raw -1759250.068833 + Penalty 3116.886270 = -1756133.182563
  nChanged 2
		SP:Iteration 41Q (169785.420000 sec): 3 clusters
  Score: Raw -1759250.591745 + Penalty 3116.886270 = -1756133.705475
  nChanged 4
		SP:Iteration 42Q (169785.640000 sec): 3 clusters
  Score: Raw -1759251.983631 + Penalty 3116.886270 = -1756135.097360
  nChanged 6
		SP:Iteration 43Q (169785.820000 sec): 3 clusters
  Score: Raw -1759254.503161 + Penalty 3116.886270 = -1756137.616890
  nChanged 3
		SP:Iteration 44Q (169786.040000 sec): 3 clusters
  Score: Raw -1759255.358495 + Penalty 3116.886270 = -1756138.472225
  nChanged 2
		SP:Iteration 45Q (169786.220000 sec): 3 clusters
  Score: Raw -1759255.802237 + Penalty 3116.886270 = -1756138.915966
  nChanged 0
		SP:Iteration 46F (169786.460000 sec): 3 clusters
  Score: Raw -1759255.802237 + Penalty 3116.886270 = -1756138.915966
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169786.550000 sec): 2 clusters
  Score: Raw -950529.653036 + Penalty 1462.277570 = -949067.375467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169786.720000 sec): 3 clusters
  Score: Raw -946008.917128 + Penalty 2924.555139 = -943084.361989
  nChanged 3438
		SP:Iteration 1F (169786.840000 sec): 3 clusters
  Score: Raw -947770.039158 + Penalty 2924.555139 = -944845.484019
  nChanged 482
		SP:Iteration 2F (169786.960000 sec): 3 clusters
  Score: Raw -947982.229201 + Penalty 2924.555139 = -945057.674061
  nChanged 409
		SP:Iteration 3F (169787.090000 sec): 3 clusters
  Score: Raw -948150.008228 + Penalty 2924.555139 = -945225.453089
  nChanged 355
		SP:Iteration 4Q (169787.220000 sec): 3 clusters
  Score: Raw -948303.016948 + Penalty 2924.555139 = -945378.461808
  nChanged 336
		SP:Iteration 5Q (169787.350000 sec): 3 clusters
  Score: Raw -948453.000732 + Penalty 2924.555139 = -945528.445593
  nChanged 322
		SP:Iteration 6Q (169787.480000 sec): 3 clusters
  Score: Raw -948603.832434 + Penalty 2924.555139 = -945679.277295
  nChanged 346
		SP:Iteration 7Q (169787.600000 sec): 3 clusters
  Score: Raw -948806.432236 + Penalty 2924.555139 = -945881.877096
  nChanged 379
		SP:Iteration 8Q (169787.730000 sec): 3 clusters
  Score: Raw -949028.079351 + Penalty 2924.555139 = -946103.524212
  nChanged 390
		SP:Iteration 9Q (169787.870000 sec): 3 clusters
  Score: Raw -949289.653101 + Penalty 2924.555139 = -946365.097962
  nChanged 402
		SP:Iteration 10Q (169787.990000 sec): 3 clusters
  Score: Raw -949573.546044 + Penalty 2924.555139 = -946648.990904
  nChanged 385
		SP:Iteration 11Q (169788.120000 sec): 3 clusters
  Score: Raw -949867.686432 + Penalty 2924.555139 = -946943.131292
  nChanged 335
		SP:Iteration 12Q (169788.250000 sec): 3 clusters
  Score: Raw -950140.367852 + Penalty 2924.555139 = -947215.812713
  nChanged 272
		SP:Iteration 13Q (169788.370000 sec): 3 clusters
  Score: Raw -950397.147298 + Penalty 2924.555139 = -947472.592158
  nChanged 218
		SP:Iteration 14Q (169788.490000 sec): 3 clusters
  Score: Raw -950606.195773 + Penalty 2924.555139 = -947681.640633
  nChanged 182
		SP:Iteration 15Q (169788.610000 sec): 3 clusters
  Score: Raw -950743.640464 + Penalty 2924.555139 = -947819.085325
  nChanged 147
		SP:Iteration 16Q (169788.720000 sec): 3 clusters
  Score: Raw -950842.118143 + Penalty 2924.555139 = -947917.563004
  nChanged 96
		SP:Iteration 17Q (169788.850000 sec): 3 clusters
  Score: Raw -950899.178263 + Penalty 2924.555139 = -947974.623124
  nChanged 83
		SP:Iteration 18Q (169788.970000 sec): 3 clusters
  Score: Raw -950940.861313 + Penalty 2924.555139 = -948016.306174
  nChanged 60
		SP:Iteration 19Q (169789.090000 sec): 3 clusters
  Score: Raw -950977.990965 + Penalty 2924.555139 = -948053.435826
  nChanged 52
		SP:Iteration 20F (169789.210000 sec): 3 clusters
  Score: Raw -951007.380391 + Penalty 2924.555139 = -948082.825251
  nChanged 49
		SP:Iteration 21Q (169789.330000 sec): 3 clusters
  Score: Raw -951034.662084 + Penalty 2924.555139 = -948110.106945
  nChanged 46
		SP:Iteration 22Q (169789.450000 sec): 3 clusters
  Score: Raw -951064.541043 + Penalty 2924.555139 = -948139.985904
  nChanged 48
		SP:Iteration 23Q (169789.580000 sec): 3 clusters
  Score: Raw -951098.922715 + Penalty 2924.555139 = -948174.367576
  nChanged 51
		SP:Iteration 24Q (169789.700000 sec): 3 clusters
  Score: Raw -951132.220388 + Penalty 2924.555139 = -948207.665248
  nChanged 37
		SP:Iteration 25Q (169789.820000 sec): 3 clusters
  Score: Raw -951150.830468 + Penalty 2924.555139 = -948226.275328
  nChanged 27
		SP:Iteration 26Q (169789.940000 sec): 3 clusters
  Score: Raw -951161.379943 + Penalty 2924.555139 = -948236.824804
  nChanged 23
		SP:Iteration 27Q (169790.130000 sec): 3 clusters
  Score: Raw -951168.271424 + Penalty 2924.555139 = -948243.716285
  nChanged 16
		SP:Iteration 28Q (169790.330000 sec): 3 clusters
  Score: Raw -951172.453811 + Penalty 2924.555139 = -948247.898672
  nChanged 13
		SP:Iteration 29Q (169790.530000 sec): 3 clusters
  Score: Raw -951176.113361 + Penalty 2924.555139 = -948251.558221
  nChanged 6
		SP:Iteration 30Q (169790.720000 sec): 3 clusters
  Score: Raw -951177.374366 + Penalty 2924.555139 = -948252.819227
  nChanged 7
		SP:Iteration 31Q (169790.920000 sec): 3 clusters
  Score: Raw -951178.464535 + Penalty 2924.555139 = -948253.909396
  nChanged 4
		SP:Iteration 32Q (169791.120000 sec): 3 clusters
  Score: Raw -951179.228845 + Penalty 2924.555139 = -948254.673706
  nChanged 4
		SP:Iteration 33Q (169791.310000 sec): 3 clusters
  Score: Raw -951179.971570 + Penalty 2924.555139 = -948255.416430
  nChanged 3
		SP:Iteration 34Q (169791.510000 sec): 3 clusters
  Score: Raw -951180.524236 + Penalty 2924.555139 = -948255.969097
  nChanged 4
		SP:Iteration 35Q (169791.620000 sec): 3 clusters
  Score: Raw -951181.316907 + Penalty 2924.555139 = -948256.761768
  nChanged 2
		SP:Iteration 36Q (169791.730000 sec): 3 clusters
  Score: Raw -951181.609024 + Penalty 2924.555139 = -948257.053885
  nChanged 3
		SP:Iteration 37Q (169791.840000 sec): 3 clusters
  Score: Raw -951182.280620 + Penalty 2924.555139 = -948257.725481
  nChanged 4
		SP:Iteration 38Q (169791.950000 sec): 3 clusters
  Score: Raw -951182.975071 + Penalty 2924.555139 = -948258.419932
  nChanged 1
		SP:Iteration 39Q (169792.070000 sec): 3 clusters
  Score: Raw -951183.075358 + Penalty 2924.555139 = -948258.520218
  nChanged 1
		SP:Iteration 40F (169792.200000 sec): 3 clusters
  Score: Raw -951183.503938 + Penalty 2924.555139 = -948258.948798
  nChanged 1
		SP:Iteration 41Q (169792.320000 sec): 3 clusters
  Score: Raw -951184.005073 + Penalty 2924.555139 = -948259.449934
  nChanged 1
		SP:Iteration 42Q (169792.440000 sec): 3 clusters
  Score: Raw -951184.172202 + Penalty 2924.555139 = -948259.617062
  nChanged 2
		SP:Iteration 43Q (169792.560000 sec): 3 clusters
  Score: Raw -951184.723392 + Penalty 2924.555139 = -948260.168252
  nChanged 1
		SP:Iteration 44Q (169792.680000 sec): 3 clusters
  Score: Raw -951184.837110 + Penalty 2924.555139 = -948260.281971
  nChanged 3
		SP:Iteration 45Q (169792.800000 sec): 3 clusters
  Score: Raw -951185.735844 + Penalty 2924.555139 = -948261.180704
  nChanged 2
		SP:Iteration 46Q (169792.920000 sec): 3 clusters
  Score: Raw -951185.978192 + Penalty 2924.555139 = -948261.423052
  nChanged 0
		SP:Iteration 47F (169793.050000 sec): 3 clusters
  Score: Raw -951185.978192 + Penalty 2924.555139 = -948261.423052
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169793.150000 sec): 2 clusters
  Score: Raw -938784.416913 + Penalty 1462.056522 = -937322.360391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169793.310000 sec): 3 clusters
  Score: Raw -934201.144049 + Penalty 2924.113045 = -931277.031004
  nChanged 3507
		SP:Iteration 1F (169793.430000 sec): 3 clusters
  Score: Raw -936244.231373 + Penalty 2924.113045 = -933320.118329
  nChanged 624
		SP:Iteration 2F (169793.540000 sec): 3 clusters
  Score: Raw -936639.452663 + Penalty 2924.113045 = -933715.339618
  nChanged 564
		SP:Iteration 3F (169793.660000 sec): 3 clusters
  Score: Raw -937020.423831 + Penalty 2924.113045 = -934096.310787
  nChanged 526
		SP:Iteration 4F (169793.780000 sec): 3 clusters
  Score: Raw -937385.292658 + Penalty 2924.113045 = -934461.179613
  nChanged 471
		SP:Iteration 5F (169793.900000 sec): 3 clusters
  Score: Raw -937697.791329 + Penalty 2924.113045 = -934773.678284
  nChanged 458
		SP:Iteration 6F (169794.030000 sec): 3 clusters
  Score: Raw -938009.169184 + Penalty 2924.113045 = -935085.056139
  nChanged 386
		SP:Iteration 7Q (169794.160000 sec): 3 clusters
  Score: Raw -938283.881260 + Penalty 2924.113045 = -935359.768215
  nChanged 324
		SP:Iteration 8Q (169794.290000 sec): 3 clusters
  Score: Raw -938525.214908 + Penalty 2924.113045 = -935601.101863
  nChanged 247
		SP:Iteration 9Q (169794.410000 sec): 3 clusters
  Score: Raw -938735.502077 + Penalty 2924.113045 = -935811.389033
  nChanged 220
		SP:Iteration 10Q (169794.540000 sec): 3 clusters
  Score: Raw -938927.111680 + Penalty 2924.113045 = -936002.998635
  nChanged 146
		SP:Iteration 11Q (169794.660000 sec): 3 clusters
  Score: Raw -939038.964166 + Penalty 2924.113045 = -936114.851122
  nChanged 110
		SP:Iteration 12Q (169794.790000 sec): 3 clusters
  Score: Raw -939114.958574 + Penalty 2924.113045 = -936190.845529
  nChanged 76
		SP:Iteration 13Q (169794.910000 sec): 3 clusters
  Score: Raw -939156.885516 + Penalty 2924.113045 = -936232.772472
  nChanged 52
		SP:Iteration 14Q (169795.030000 sec): 3 clusters
  Score: Raw -939182.461853 + Penalty 2924.113045 = -936258.348808
  nChanged 40
		SP:Iteration 15Q (169795.150000 sec): 3 clusters
  Score: Raw -939195.444491 + Penalty 2924.113045 = -936271.331447
  nChanged 25
		SP:Iteration 16Q (169795.280000 sec): 3 clusters
  Score: Raw -939205.107440 + Penalty 2924.113045 = -936280.994396
  nChanged 22
		SP:Iteration 17Q (169795.400000 sec): 3 clusters
  Score: Raw -939212.567798 + Penalty 2924.113045 = -936288.454754
  nChanged 18
		SP:Iteration 18Q (169795.520000 sec): 3 clusters
  Score: Raw -939217.545727 + Penalty 2924.113045 = -936293.432682
  nChanged 16
		SP:Iteration 19Q (169795.650000 sec): 3 clusters
  Score: Raw -939222.322730 + Penalty 2924.113045 = -936298.209686
  nChanged 18
		SP:Iteration 20F (169795.770000 sec): 3 clusters
  Score: Raw -939227.977392 + Penalty 2924.113045 = -936303.864348
  nChanged 16
		SP:Iteration 21Q (169795.890000 sec): 3 clusters
  Score: Raw -939232.289024 + Penalty 2924.113045 = -936308.175980
  nChanged 11
		SP:Iteration 22Q (169796.020000 sec): 3 clusters
  Score: Raw -939235.393204 + Penalty 2924.113045 = -936311.280159
  nChanged 15
		SP:Iteration 23Q (169796.140000 sec): 3 clusters
  Score: Raw -939240.538084 + Penalty 2924.113045 = -936316.425039
  nChanged 13
		SP:Iteration 24Q (169796.260000 sec): 3 clusters
  Score: Raw -939244.074992 + Penalty 2924.113045 = -936319.961947
  nChanged 14
		SP:Iteration 25Q (169796.380000 sec): 3 clusters
  Score: Raw -939248.321196 + Penalty 2924.113045 = -936324.208152
  nChanged 10
		SP:Iteration 26Q (169796.510000 sec): 3 clusters
  Score: Raw -939251.090000 + Penalty 2924.113045 = -936326.976956
  nChanged 4
		SP:Iteration 27Q (169796.630000 sec): 3 clusters
  Score: Raw -939252.188281 + Penalty 2924.113045 = -936328.075237
  nChanged 8
		SP:Iteration 28Q (169796.750000 sec): 3 clusters
  Score: Raw -939253.985850 + Penalty 2924.113045 = -936329.872806
  nChanged 5
		SP:Iteration 29Q (169796.870000 sec): 3 clusters
  Score: Raw -939255.070058 + Penalty 2924.113045 = -936330.957013
  nChanged 3
		SP:Iteration 30Q (169796.990000 sec): 3 clusters
  Score: Raw -939255.603216 + Penalty 2924.113045 = -936331.490172
  nChanged 4
		SP:Iteration 31Q (169797.110000 sec): 3 clusters
  Score: Raw -939256.328268 + Penalty 2924.113045 = -936332.215223
  nChanged 2
		SP:Iteration 32Q (169797.240000 sec): 3 clusters
  Score: Raw -939256.824925 + Penalty 2924.113045 = -936332.711880
  nChanged 1
		SP:Iteration 33Q (169797.360000 sec): 3 clusters
  Score: Raw -939256.931368 + Penalty 2924.113045 = -936332.818323
  nChanged 1
		SP:Iteration 34Q (169797.480000 sec): 3 clusters
  Score: Raw -939257.323555 + Penalty 2924.113045 = -936333.210511
  nChanged 1
		SP:Iteration 35Q (169797.600000 sec): 3 clusters
  Score: Raw -939257.463066 + Penalty 2924.113045 = -936333.350022
  nChanged 0
		SP:Iteration 36F (169797.730000 sec): 3 clusters
  Score: Raw -939257.463066 + Penalty 2924.113045 = -936333.350022
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169797.790000 sec): 2 clusters
  Score: Raw -64915.648375 + Penalty 1023.579253 = -63892.069122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169797.810000 sec): 3 clusters
  Score: Raw -64880.299712 + Penalty 2047.158505 = -62833.141207
  nChanged 141
		SP:Iteration 1F (169797.820000 sec): 3 clusters
  Score: Raw -65064.203899 + Penalty 2047.158505 = -63017.045394
  nChanged 33
		SP:Iteration 2F (169797.830000 sec): 3 clusters
  Score: Raw -65135.473688 + Penalty 2047.158505 = -63088.315183
  nChanged 25
		SP:Iteration 3Q (169797.840000 sec): 3 clusters
  Score: Raw -65226.869508 + Penalty 2047.158505 = -63179.711003
  nChanged 23
		SP:Iteration 4Q (169797.850000 sec): 3 clusters
  Score: Raw -65271.543797 + Penalty 2047.158505 = -63224.385291
  nChanged 22
		SP:Iteration 5Q (169797.860000 sec): 3 clusters
  Score: Raw -65373.746521 + Penalty 2047.158505 = -63326.588016
  nChanged 37
		SP:Iteration 6F (169797.870000 sec): 3 clusters
  Score: Raw -65497.907531 + Penalty 2047.158505 = -63450.749026
  nChanged 47
		SP:Iteration 7F (169797.890000 sec): 3 clusters
  Score: Raw -65623.232314 + Penalty 2047.158505 = -63576.073809
  nChanged 27
		SP:Iteration 8Q (169797.900000 sec): 3 clusters
  Score: Raw -65682.984451 + Penalty 2047.158505 = -63635.825945
  nChanged 24
		SP:Iteration 9Q (169797.910000 sec): 3 clusters
  Score: Raw -65734.168601 + Penalty 2047.158505 = -63687.010096
  nChanged 18
		SP:Iteration 10Q (169797.920000 sec): 3 clusters
  Score: Raw -65771.609985 + Penalty 2047.158505 = -63724.451480
  nChanged 12
		SP:Iteration 11Q (169797.930000 sec): 3 clusters
  Score: Raw -65803.114570 + Penalty 2047.158505 = -63755.956064
  nChanged 8
		SP:Iteration 12Q (169797.940000 sec): 3 clusters
  Score: Raw -65822.505748 + Penalty 2047.158505 = -63775.347243
  nChanged 4
		SP:Iteration 13Q (169797.950000 sec): 3 clusters
  Score: Raw -65830.859891 + Penalty 2047.158505 = -63783.701385
  nChanged 1
		SP:Iteration 14Q (169797.960000 sec): 3 clusters
  Score: Raw -65833.636606 + Penalty 2047.158505 = -63786.478101
  nChanged 0
		SP:Iteration 15F (169797.970000 sec): 3 clusters
  Score: Raw -65833.636606 + Penalty 2047.158505 = -63786.478101
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169798.030000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169798.040000 sec): 3 clusters
  Score: Raw -61209.792932 + Penalty 2057.159294 = -59152.633638
  nChanged 151
		SP:Iteration 1F (169798.050000 sec): 3 clusters
  Score: Raw -61423.288592 + Penalty 2057.159294 = -59366.129298
  nChanged 39
		SP:Iteration 2F (169798.060000 sec): 3 clusters
  Score: Raw -61508.006980 + Penalty 2057.159294 = -59450.847685
  nChanged 18
		SP:Iteration 3Q (169798.070000 sec): 3 clusters
  Score: Raw -61531.386228 + Penalty 2057.159294 = -59474.226934
  nChanged 9
		SP:Iteration 4Q (169798.090000 sec): 3 clusters
  Score: Raw -61541.550223 + Penalty 2057.159294 = -59484.390928
  nChanged 5
		SP:Iteration 5Q (169798.100000 sec): 3 clusters
  Score: Raw -61554.333320 + Penalty 2057.159294 = -59497.174026
  nChanged 8
		SP:Iteration 6Q (169798.110000 sec): 3 clusters
  Score: Raw -61561.149102 + Penalty 2057.159294 = -59503.989808
  nChanged 3
		SP:Iteration 7Q (169798.120000 sec): 3 clusters
  Score: Raw -61568.016347 + Penalty 2057.159294 = -59510.857052
  nChanged 6
		SP:Iteration 8Q (169798.130000 sec): 3 clusters
  Score: Raw -61575.343122 + Penalty 2057.159294 = -59518.183828
  nChanged 3
		SP:Iteration 9Q (169798.140000 sec): 3 clusters
  Score: Raw -61580.815280 + Penalty 2057.159294 = -59523.655985
  nChanged 0
		SP:Iteration 10F (169798.150000 sec): 3 clusters
  Score: Raw -61580.815280 + Penalty 2057.159294 = -59523.655985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169798.200000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169798.210000 sec): 3 clusters
  Score: Raw -19062.111628 + Penalty 1713.724857 = -17348.386772
  nChanged 30
		SP:Iteration 1F (169798.210000 sec): 3 clusters
  Score: Raw -19176.701996 + Penalty 1713.724857 = -17462.977139
  nChanged 15
		SP:Iteration 2F (169798.210000 sec): 3 clusters
  Score: Raw -19246.819842 + Penalty 1713.724857 = -17533.094985
  nChanged 12
		SP:Iteration 3F (169798.220000 sec): 3 clusters
  Score: Raw -19309.442550 + Penalty 1713.724857 = -17595.717694
  nChanged 9
		SP:Iteration 4Q (169798.230000 sec): 3 clusters
  Score: Raw -19344.226716 + Penalty 1713.724857 = -17630.501860
  nChanged 3
		SP:Iteration 5Q (169798.230000 sec): 3 clusters
  Score: Raw -19363.996375 + Penalty 1713.724857 = -17650.271518
  nChanged 2
		SP:Iteration 6Q (169798.230000 sec): 3 clusters
  Score: Raw -19374.017254 + Penalty 1713.724857 = -17660.292398
  nChanged 1
		SP:Iteration 7Q (169798.240000 sec): 3 clusters
  Score: Raw -19378.369951 + Penalty 1713.724857 = -17664.645094
  nChanged 2
		SP:Iteration 8Q (169798.250000 sec): 3 clusters
  Score: Raw -19390.891553 + Penalty 1713.724857 = -17677.166697
  nChanged 0
		SP:Iteration 9F (169798.250000 sec): 3 clusters
  Score: Raw -19390.891553 + Penalty 1713.724857 = -17677.166697
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169798.300000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169798.310000 sec): 3 clusters
  Score: Raw -21151.048595 + Penalty 1800.910652 = -19350.137943
  nChanged 63
		SP:Iteration 1F (169798.310000 sec): 3 clusters
  Score: Raw -21317.670666 + Penalty 1800.910652 = -19516.760014
  nChanged 15
		SP:Iteration 2F (169798.320000 sec): 3 clusters
  Score: Raw -21366.902785 + Penalty 1800.910652 = -19565.992133
  nChanged 5
		SP:Iteration 3Q (169798.320000 sec): 3 clusters
  Score: Raw -21388.552523 + Penalty 1800.910652 = -19587.641871
  nChanged 4
		SP:Iteration 4Q (169798.330000 sec): 3 clusters
  Score: Raw -21399.679822 + Penalty 1800.910652 = -19598.769170
  nChanged 1
		SP:Iteration 5Q (169798.330000 sec): 3 clusters
  Score: Raw -21401.512955 + Penalty 1800.910652 = -19600.602303
  nChanged 0
		SP:Iteration 6F (169798.340000 sec): 3 clusters
  Score: Raw -21401.512955 + Penalty 1800.910652 = -19600.602303
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169798.390000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169798.390000 sec): 3 clusters
  Score: Raw -25436.655513 + Penalty 1775.745337 = -23660.910176
  nChanged 36
		SP:Iteration 1F (169798.400000 sec): 3 clusters
  Score: Raw -25561.287529 + Penalty 1775.745337 = -23785.542193
  nChanged 17
		SP:Iteration 2F (169798.410000 sec): 3 clusters
  Score: Raw -25622.942163 + Penalty 1775.745337 = -23847.196827
  nChanged 8
		SP:Iteration 3Q (169798.410000 sec): 3 clusters
  Score: Raw -25655.411424 + Penalty 1775.745337 = -23879.666088
  nChanged 3
		SP:Iteration 4Q (169798.420000 sec): 3 clusters
  Score: Raw -25664.806710 + Penalty 1775.745337 = -23889.061374
  nChanged 2
		SP:Iteration 5Q (169798.420000 sec): 3 clusters
  Score: Raw -25683.400319 + Penalty 1775.745337 = -23907.654982
  nChanged 2
		SP:Iteration 6Q (169798.430000 sec): 3 clusters
  Score: Raw -25699.073847 + Penalty 1775.745337 = -23923.328510
  nChanged 2
		SP:Iteration 7Q (169798.430000 sec): 3 clusters
  Score: Raw -25709.743948 + Penalty 1775.745337 = -23933.998611
  nChanged 2
		SP:Iteration 8Q (169798.440000 sec): 3 clusters
  Score: Raw -25728.568839 + Penalty 1775.745337 = -23952.823502
  nChanged 1
		SP:Iteration 9Q (169798.450000 sec): 3 clusters
  Score: Raw -25737.589277 + Penalty 1775.745337 = -23961.843940
  nChanged 1
		SP:Iteration 10Q (169798.450000 sec): 3 clusters
  Score: Raw -25743.031672 + Penalty 1775.745337 = -23967.286335
  nChanged 1
		SP:Iteration 11Q (169798.460000 sec): 3 clusters
  Score: Raw -25749.003142 + Penalty 1775.745337 = -23973.257805
  nChanged 1
		SP:Iteration 12Q (169798.460000 sec): 3 clusters
  Score: Raw -25755.822520 + Penalty 1775.745337 = -23980.077184
  nChanged 0
		SP:Iteration 13F (169798.460000 sec): 3 clusters
  Score: Raw -25755.822520 + Penalty 1775.745337 = -23980.077184
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169798.520000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169798.530000 sec): 3 clusters
  Score: Raw -67801.958729 + Penalty 2077.373062 = -65724.585667
  nChanged 158
		SP:Iteration 1F (169798.550000 sec): 3 clusters
  Score: Raw -67990.681190 + Penalty 2077.373062 = -65913.308128
  nChanged 45
		SP:Iteration 2F (169798.560000 sec): 3 clusters
  Score: Raw -68053.455924 + Penalty 2077.373062 = -65976.082863
  nChanged 23
		SP:Iteration 3Q (169798.570000 sec): 3 clusters
  Score: Raw -68084.161403 + Penalty 2077.373062 = -66006.788341
  nChanged 12
		SP:Iteration 4Q (169798.580000 sec): 3 clusters
  Score: Raw -68107.950877 + Penalty 2077.373062 = -66030.577815
  nChanged 14
		SP:Iteration 5Q (169798.590000 sec): 3 clusters
  Score: Raw -68126.984077 + Penalty 2077.373062 = -66049.611015
  nChanged 9
		SP:Iteration 6Q (169798.600000 sec): 3 clusters
  Score: Raw -68138.511499 + Penalty 2077.373062 = -66061.138437
  nChanged 9
		SP:Iteration 7Q (169798.610000 sec): 3 clusters
  Score: Raw -68153.296890 + Penalty 2077.373062 = -66075.923828
  nChanged 12
		SP:Iteration 8Q (169798.630000 sec): 3 clusters
  Score: Raw -68165.964175 + Penalty 2077.373062 = -66088.591113
  nChanged 6
		SP:Iteration 9Q (169798.640000 sec): 3 clusters
  Score: Raw -68172.819152 + Penalty 2077.373062 = -66095.446090
  nChanged 5
		SP:Iteration 10Q (169798.650000 sec): 3 clusters
  Score: Raw -68180.192802 + Penalty 2077.373062 = -66102.819740
  nChanged 4
		SP:Iteration 11Q (169798.660000 sec): 3 clusters
  Score: Raw -68188.529341 + Penalty 2077.373062 = -66111.156279
  nChanged 6
		SP:Iteration 12Q (169798.670000 sec): 3 clusters
  Score: Raw -68195.551598 + Penalty 2077.373062 = -66118.178536
  nChanged 6
		SP:Iteration 13Q (169798.690000 sec): 3 clusters
  Score: Raw -68213.686856 + Penalty 2077.373062 = -66136.313795
  nChanged 6
		SP:Iteration 14Q (169798.700000 sec): 3 clusters
  Score: Raw -68220.188332 + Penalty 2077.373062 = -66142.815270
  nChanged 8
		SP:Iteration 15Q (169798.710000 sec): 3 clusters
  Score: Raw -68236.125952 + Penalty 2077.373062 = -66158.752891
  nChanged 2
		SP:Iteration 16Q (169798.720000 sec): 3 clusters
  Score: Raw -68244.444653 + Penalty 2077.373062 = -66167.071591
  nChanged 7
		SP:Iteration 17Q (169798.730000 sec): 3 clusters
  Score: Raw -68262.708992 + Penalty 2077.373062 = -66185.335930
  nChanged 7
		SP:Iteration 18Q (169798.740000 sec): 3 clusters
  Score: Raw -68274.384639 + Penalty 2077.373062 = -66197.011577
  nChanged 6
		SP:Iteration 19Q (169798.750000 sec): 3 clusters
  Score: Raw -68282.570885 + Penalty 2077.373062 = -66205.197823
  nChanged 8
		SP:Iteration 20F (169798.770000 sec): 3 clusters
  Score: Raw -68293.499781 + Penalty 2077.373062 = -66216.126719
  nChanged 11
		SP:Iteration 21Q (169798.780000 sec): 3 clusters
  Score: Raw -68306.212840 + Penalty 2077.373062 = -66228.839778
  nChanged 9
		SP:Iteration 22Q (169798.790000 sec): 3 clusters
  Score: Raw -68326.226100 + Penalty 2077.373062 = -66248.853038
  nChanged 12
		SP:Iteration 23Q (169798.800000 sec): 3 clusters
  Score: Raw -68346.415523 + Penalty 2077.373062 = -66269.042461
  nChanged 10
		SP:Iteration 24Q (169798.810000 sec): 3 clusters
  Score: Raw -68364.809392 + Penalty 2077.373062 = -66287.436330
  nChanged 5
		SP:Iteration 25Q (169798.830000 sec): 3 clusters
  Score: Raw -68370.258666 + Penalty 2077.373062 = -66292.885605
  nChanged 2
		SP:Iteration 26Q (169798.840000 sec): 3 clusters
  Score: Raw -68373.370548 + Penalty 2077.373062 = -66295.997486
  nChanged 4
		SP:Iteration 27Q (169798.850000 sec): 3 clusters
  Score: Raw -68377.302621 + Penalty 2077.373062 = -66299.929559
  nChanged 5
		SP:Iteration 28Q (169798.860000 sec): 3 clusters
  Score: Raw -68381.045151 + Penalty 2077.373062 = -66303.672089
  nChanged 1
		SP:Iteration 29Q (169798.870000 sec): 3 clusters
  Score: Raw -68381.419859 + Penalty 2077.373062 = -66304.046797
  nChanged 0
		SP:Iteration 30F (169798.890000 sec): 3 clusters
  Score: Raw -68381.419859 + Penalty 2077.373062 = -66304.046797
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169798.950000 sec): 2 clusters
  Score: Raw -185409.168736 + Penalty 1197.662479 = -184211.506257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169798.980000 sec): 3 clusters
  Score: Raw -184805.928123 + Penalty 2395.324959 = -182410.603164
  nChanged 533
		SP:Iteration 1F (169799.010000 sec): 3 clusters
  Score: Raw -185194.327528 + Penalty 2395.324959 = -182799.002570
  nChanged 106
		SP:Iteration 2F (169799.040000 sec): 3 clusters
  Score: Raw -185278.407285 + Penalty 2395.324959 = -182883.082327
  nChanged 68
		SP:Iteration 3Q (169799.070000 sec): 3 clusters
  Score: Raw -185341.282324 + Penalty 2395.324959 = -182945.957366
  nChanged 48
		SP:Iteration 4Q (169799.100000 sec): 3 clusters
  Score: Raw -185379.343381 + Penalty 2395.324959 = -182984.018423
  nChanged 41
		SP:Iteration 5Q (169799.130000 sec): 3 clusters
  Score: Raw -185412.535695 + Penalty 2395.324959 = -183017.210736
  nChanged 39
		SP:Iteration 6Q (169799.150000 sec): 3 clusters
  Score: Raw -185442.889893 + Penalty 2395.324959 = -183047.564934
  nChanged 25
		SP:Iteration 7Q (169799.190000 sec): 3 clusters
  Score: Raw -185460.100092 + Penalty 2395.324959 = -183064.775133
  nChanged 30
		SP:Iteration 8Q (169799.210000 sec): 3 clusters
  Score: Raw -185480.814245 + Penalty 2395.324959 = -183085.489287
  nChanged 28
		SP:Iteration 9Q (169799.240000 sec): 3 clusters
  Score: Raw -185499.129975 + Penalty 2395.324959 = -183103.805017
  nChanged 21
		SP:Iteration 10Q (169799.270000 sec): 3 clusters
  Score: Raw -185513.537504 + Penalty 2395.324959 = -183118.212545
  nChanged 17
		SP:Iteration 11Q (169799.300000 sec): 3 clusters
  Score: Raw -185523.581199 + Penalty 2395.324959 = -183128.256240
  nChanged 18
		SP:Iteration 12Q (169799.330000 sec): 3 clusters
  Score: Raw -185534.552815 + Penalty 2395.324959 = -183139.227857
  nChanged 21
		SP:Iteration 13Q (169799.360000 sec): 3 clusters
  Score: Raw -185547.432554 + Penalty 2395.324959 = -183152.107596
  nChanged 13
		SP:Iteration 14Q (169799.390000 sec): 3 clusters
  Score: Raw -185554.977239 + Penalty 2395.324959 = -183159.652281
  nChanged 18
		SP:Iteration 15Q (169799.420000 sec): 3 clusters
  Score: Raw -185566.780476 + Penalty 2395.324959 = -183171.455517
  nChanged 14
		SP:Iteration 16Q (169799.450000 sec): 3 clusters
  Score: Raw -185578.348472 + Penalty 2395.324959 = -183183.023513
  nChanged 11
		SP:Iteration 17Q (169799.470000 sec): 3 clusters
  Score: Raw -185587.928650 + Penalty 2395.324959 = -183192.603692
  nChanged 12
		SP:Iteration 18Q (169799.510000 sec): 3 clusters
  Score: Raw -185596.943799 + Penalty 2395.324959 = -183201.618840
  nChanged 15
		SP:Iteration 19Q (169799.530000 sec): 3 clusters
  Score: Raw -185608.082620 + Penalty 2395.324959 = -183212.757662
  nChanged 9
		SP:Iteration 20F (169799.560000 sec): 3 clusters
  Score: Raw -185612.413426 + Penalty 2395.324959 = -183217.088468
  nChanged 6
		SP:Iteration 21Q (169799.590000 sec): 3 clusters
  Score: Raw -185617.054625 + Penalty 2395.324959 = -183221.729667
  nChanged 5
		SP:Iteration 22Q (169799.620000 sec): 3 clusters
  Score: Raw -185619.824819 + Penalty 2395.324959 = -183224.499861
  nChanged 8
		SP:Iteration 23Q (169799.650000 sec): 3 clusters
  Score: Raw -185624.539604 + Penalty 2395.324959 = -183229.214646
  nChanged 6
		SP:Iteration 24Q (169799.680000 sec): 3 clusters
  Score: Raw -185628.464808 + Penalty 2395.324959 = -183233.139849
  nChanged 5
		SP:Iteration 25Q (169799.710000 sec): 3 clusters
  Score: Raw -185633.419875 + Penalty 2395.324959 = -183238.094917
  nChanged 6
		SP:Iteration 26Q (169799.740000 sec): 3 clusters
  Score: Raw -185637.804818 + Penalty 2395.324959 = -183242.479859
  nChanged 4
		SP:Iteration 27Q (169799.770000 sec): 3 clusters
  Score: Raw -185640.768669 + Penalty 2395.324959 = -183245.443710
  nChanged 6
		SP:Iteration 28Q (169799.790000 sec): 3 clusters
  Score: Raw -185644.725167 + Penalty 2395.324959 = -183249.400208
  nChanged 5
		SP:Iteration 29Q (169799.830000 sec): 3 clusters
  Score: Raw -185648.918036 + Penalty 2395.324959 = -183253.593077
  nChanged 6
		SP:Iteration 30Q (169799.850000 sec): 3 clusters
  Score: Raw -185653.478907 + Penalty 2395.324959 = -183258.153948
  nChanged 9
		SP:Iteration 31Q (169799.880000 sec): 3 clusters
  Score: Raw -185659.278523 + Penalty 2395.324959 = -183263.953565
  nChanged 15
		SP:Iteration 32Q (169799.910000 sec): 3 clusters
  Score: Raw -185670.423939 + Penalty 2395.324959 = -183275.098981
  nChanged 15
		SP:Iteration 33Q (169799.940000 sec): 3 clusters
  Score: Raw -185679.292479 + Penalty 2395.324959 = -183283.967521
  nChanged 14
		SP:Iteration 34Q (169799.970000 sec): 3 clusters
  Score: Raw -185688.451972 + Penalty 2395.324959 = -183293.127013
  nChanged 4
		SP:Iteration 35Q (169800.000000 sec): 3 clusters
  Score: Raw -185690.746714 + Penalty 2395.324959 = -183295.421755
  nChanged 5
		SP:Iteration 36Q (169800.030000 sec): 3 clusters
  Score: Raw -185696.256998 + Penalty 2395.324959 = -183300.932039
  nChanged 7
		SP:Iteration 37Q (169800.060000 sec): 3 clusters
  Score: Raw -185702.095198 + Penalty 2395.324959 = -183306.770239
  nChanged 7
		SP:Iteration 38Q (169800.090000 sec): 3 clusters
  Score: Raw -185707.907375 + Penalty 2395.324959 = -183312.582416
  nChanged 7
		SP:Iteration 39Q (169800.110000 sec): 3 clusters
  Score: Raw -185714.348290 + Penalty 2395.324959 = -183319.023331
  nChanged 12
		SP:Iteration 40F (169800.140000 sec): 3 clusters
  Score: Raw -185724.681438 + Penalty 2395.324959 = -183329.356480
  nChanged 8
		SP:Iteration 41Q (169800.170000 sec): 3 clusters
  Score: Raw -185733.343048 + Penalty 2395.324959 = -183338.018090
  nChanged 2
		SP:Iteration 42Q (169800.200000 sec): 3 clusters
  Score: Raw -185734.511363 + Penalty 2395.324959 = -183339.186404
  nChanged 3
		SP:Iteration 43Q (169800.230000 sec): 3 clusters
  Score: Raw -185735.515212 + Penalty 2395.324959 = -183340.190254
  nChanged 0
		SP:Iteration 44F (169800.260000 sec): 3 clusters
  Score: Raw -185735.515212 + Penalty 2395.324959 = -183340.190254
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169800.450000 sec): 2 clusters
  Score: Raw -2163579.881051 + Penalty 1588.192573 = -2161991.688478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169800.690000 sec): 3 clusters
  Score: Raw -2153184.688115 + Penalty 3176.385146 = -2150008.302969
  nChanged 7832
		SP:Iteration 1F (169800.890000 sec): 3 clusters
  Score: Raw -2157815.008312 + Penalty 3176.385146 = -2154638.623167
  nChanged 1134
		SP:Iteration 2F (169801.100000 sec): 3 clusters
  Score: Raw -2158458.070164 + Penalty 3176.385146 = -2155281.685018
  nChanged 1255
		SP:Iteration 3F (169801.340000 sec): 3 clusters
  Score: Raw -2159246.423175 + Penalty 3176.385146 = -2156070.038029
  nChanged 1251
		SP:Iteration 4F (169801.540000 sec): 3 clusters
  Score: Raw -2160018.284522 + Penalty 3176.385146 = -2156841.899376
  nChanged 1120
		SP:Iteration 5F (169801.730000 sec): 3 clusters
  Score: Raw -2160697.103267 + Penalty 3176.385146 = -2157520.718121
  nChanged 897
		SP:Iteration 6F (169801.950000 sec): 3 clusters
  Score: Raw -2161213.182063 + Penalty 3176.385146 = -2158036.796917
  nChanged 789
		SP:Iteration 7Q (169802.180000 sec): 3 clusters
  Score: Raw -2161702.792455 + Penalty 3176.385146 = -2158526.407309
  nChanged 717
		SP:Iteration 8Q (169802.380000 sec): 3 clusters
  Score: Raw -2162140.189170 + Penalty 3176.385146 = -2158963.804024
  nChanged 580
		SP:Iteration 9Q (169802.580000 sec): 3 clusters
  Score: Raw -2162491.704387 + Penalty 3176.385146 = -2159315.319242
  nChanged 482
		SP:Iteration 10Q (169802.780000 sec): 3 clusters
  Score: Raw -2162811.002008 + Penalty 3176.385146 = -2159634.616863
  nChanged 409
		SP:Iteration 11Q (169803.040000 sec): 3 clusters
  Score: Raw -2163081.926460 + Penalty 3176.385146 = -2159905.541314
  nChanged 357
		SP:Iteration 12Q (169803.240000 sec): 3 clusters
  Score: Raw -2163327.464164 + Penalty 3176.385146 = -2160151.079019
  nChanged 243
		SP:Iteration 13Q (169803.430000 sec): 3 clusters
  Score: Raw -2163495.282419 + Penalty 3176.385146 = -2160318.897273
  nChanged 193
		SP:Iteration 14Q (169803.620000 sec): 3 clusters
  Score: Raw -2163631.484165 + Penalty 3176.385146 = -2160455.099020
  nChanged 156
		SP:Iteration 15Q (169803.810000 sec): 3 clusters
  Score: Raw -2163740.493175 + Penalty 3176.385146 = -2160564.108029
  nChanged 95
		SP:Iteration 16Q (169804.070000 sec): 3 clusters
  Score: Raw -2163798.618824 + Penalty 3176.385146 = -2160622.233678
  nChanged 69
		SP:Iteration 17Q (169804.290000 sec): 3 clusters
  Score: Raw -2163838.742906 + Penalty 3176.385146 = -2160662.357761
  nChanged 51
		SP:Iteration 18Q (169804.470000 sec): 3 clusters
  Score: Raw -2163870.250400 + Penalty 3176.385146 = -2160693.865255
  nChanged 35
		SP:Iteration 19Q (169804.650000 sec): 3 clusters
  Score: Raw -2163887.252293 + Penalty 3176.385146 = -2160710.867147
  nChanged 25
		SP:Iteration 20F (169804.850000 sec): 3 clusters
  Score: Raw -2163899.888248 + Penalty 3176.385146 = -2160723.503102
  nChanged 23
		SP:Iteration 21Q (169805.030000 sec): 3 clusters
  Score: Raw -2163913.552264 + Penalty 3176.385146 = -2160737.167118
  nChanged 19
		SP:Iteration 22Q (169805.220000 sec): 3 clusters
  Score: Raw -2163925.219659 + Penalty 3176.385146 = -2160748.834513
  nChanged 22
		SP:Iteration 23Q (169805.450000 sec): 3 clusters
  Score: Raw -2163934.892491 + Penalty 3176.385146 = -2160758.507345
  nChanged 14
		SP:Iteration 24Q (169805.700000 sec): 3 clusters
  Score: Raw -2163940.776226 + Penalty 3176.385146 = -2160764.391081
  nChanged 8
		SP:Iteration 25Q (169805.880000 sec): 3 clusters
  Score: Raw -2163944.446801 + Penalty 3176.385146 = -2160768.061656
  nChanged 9
		SP:Iteration 26Q (169806.060000 sec): 3 clusters
  Score: Raw -2163949.771748 + Penalty 3176.385146 = -2160773.386602
  nChanged 7
		SP:Iteration 27Q (169806.240000 sec): 3 clusters
  Score: Raw -2163954.925168 + Penalty 3176.385146 = -2160778.540023
  nChanged 7
		SP:Iteration 28Q (169806.410000 sec): 3 clusters
  Score: Raw -2163958.194997 + Penalty 3176.385146 = -2160781.809852
  nChanged 6
		SP:Iteration 29Q (169806.590000 sec): 3 clusters
  Score: Raw -2163962.182190 + Penalty 3176.385146 = -2160785.797044
  nChanged 6
		SP:Iteration 30Q (169806.770000 sec): 3 clusters
  Score: Raw -2163966.050059 + Penalty 3176.385146 = -2160789.664913
  nChanged 2
		SP:Iteration 31Q (169806.950000 sec): 3 clusters
  Score: Raw -2163966.731155 + Penalty 3176.385146 = -2160790.346009
  nChanged 1
		SP:Iteration 32Q (169807.130000 sec): 3 clusters
  Score: Raw -2163967.180334 + Penalty 3176.385146 = -2160790.795188
  nChanged 0
		SP:Iteration 33F (169807.330000 sec): 3 clusters
  Score: Raw -2163967.180334 + Penalty 3176.385146 = -2160790.795188
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169807.410000 sec): 2 clusters
  Score: Raw -714298.402330 + Penalty 1403.414584 = -712894.987747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169807.520000 sec): 3 clusters
  Score: Raw -711272.117813 + Penalty 2806.829168 = -708465.288645
  nChanged 2313
		SP:Iteration 1F (169807.620000 sec): 3 clusters
  Score: Raw -712517.003426 + Penalty 2806.829168 = -709710.174258
  nChanged 381
		SP:Iteration 2F (169807.720000 sec): 3 clusters
  Score: Raw -712711.708022 + Penalty 2806.829168 = -709904.878855
  nChanged 279
		SP:Iteration 3Q (169807.820000 sec): 3 clusters
  Score: Raw -712820.779136 + Penalty 2806.829168 = -710013.949969
  nChanged 191
		SP:Iteration 4Q (169807.920000 sec): 3 clusters
  Score: Raw -712881.598304 + Penalty 2806.829168 = -710074.769137
  nChanged 143
		SP:Iteration 5Q (169808.020000 sec): 3 clusters
  Score: Raw -712928.846433 + Penalty 2806.829168 = -710122.017266
  nChanged 135
		SP:Iteration 6Q (169808.120000 sec): 3 clusters
  Score: Raw -712973.744327 + Penalty 2806.829168 = -710166.915160
  nChanged 127
		SP:Iteration 7Q (169808.220000 sec): 3 clusters
  Score: Raw -713019.262503 + Penalty 2806.829168 = -710212.433335
  nChanged 104
		SP:Iteration 8Q (169808.320000 sec): 3 clusters
  Score: Raw -713049.570143 + Penalty 2806.829168 = -710242.740975
  nChanged 83
		SP:Iteration 9Q (169808.410000 sec): 3 clusters
  Score: Raw -713073.642919 + Penalty 2806.829168 = -710266.813751
  nChanged 75
		SP:Iteration 10Q (169808.510000 sec): 3 clusters
  Score: Raw -713100.291079 + Penalty 2806.829168 = -710293.461911
  nChanged 81
		SP:Iteration 11Q (169808.610000 sec): 3 clusters
  Score: Raw -713129.539786 + Penalty 2806.829168 = -710322.710619
  nChanged 88
		SP:Iteration 12Q (169808.710000 sec): 3 clusters
  Score: Raw -713164.342776 + Penalty 2806.829168 = -710357.513609
  nChanged 102
		SP:Iteration 13Q (169808.810000 sec): 3 clusters
  Score: Raw -713200.994662 + Penalty 2806.829168 = -710394.165494
  nChanged 86
		SP:Iteration 14Q (169808.910000 sec): 3 clusters
  Score: Raw -713226.785711 + Penalty 2806.829168 = -710419.956544
  nChanged 80
		SP:Iteration 15Q (169809.010000 sec): 3 clusters
  Score: Raw -713251.999682 + Penalty 2806.829168 = -710445.170515
  nChanged 75
		SP:Iteration 16Q (169809.110000 sec): 3 clusters
  Score: Raw -713279.463464 + Penalty 2806.829168 = -710472.634296
  nChanged 89
		SP:Iteration 17Q (169809.210000 sec): 3 clusters
  Score: Raw -713316.300877 + Penalty 2806.829168 = -710509.471709
  nChanged 96
		SP:Iteration 18Q (169809.310000 sec): 3 clusters
  Score: Raw -713355.298713 + Penalty 2806.829168 = -710548.469546
  nChanged 99
		SP:Iteration 19Q (169809.410000 sec): 3 clusters
  Score: Raw -713398.595300 + Penalty 2806.829168 = -710591.766132
  nChanged 94
		SP:Iteration 20F (169809.500000 sec): 3 clusters
  Score: Raw -713444.112625 + Penalty 2806.829168 = -710637.283457
  nChanged 112
		SP:Iteration 21Q (169809.600000 sec): 3 clusters
  Score: Raw -713497.727512 + Penalty 2806.829168 = -710690.898344
  nChanged 120
		SP:Iteration 22Q (169809.700000 sec): 3 clusters
  Score: Raw -713554.028520 + Penalty 2806.829168 = -710747.199353
  nChanged 118
		SP:Iteration 23Q (169809.800000 sec): 3 clusters
  Score: Raw -713610.335021 + Penalty 2806.829168 = -710803.505853
  nChanged 127
		SP:Iteration 24Q (169809.890000 sec): 3 clusters
  Score: Raw -713676.691896 + Penalty 2806.829168 = -710869.862729
  nChanged 122
		SP:Iteration 25Q (169809.990000 sec): 3 clusters
  Score: Raw -713739.615084 + Penalty 2806.829168 = -710932.785916
  nChanged 124
		SP:Iteration 26Q (169810.090000 sec): 3 clusters
  Score: Raw -713803.524714 + Penalty 2806.829168 = -710996.695547
  nChanged 107
		SP:Iteration 27Q (169810.190000 sec): 3 clusters
  Score: Raw -713862.912163 + Penalty 2806.829168 = -711056.082996
  nChanged 106
		SP:Iteration 28Q (169810.290000 sec): 3 clusters
  Score: Raw -713926.822076 + Penalty 2806.829168 = -711119.992909
  nChanged 104
		SP:Iteration 29Q (169810.380000 sec): 3 clusters
  Score: Raw -713985.251153 + Penalty 2806.829168 = -711178.421985
  nChanged 86
		SP:Iteration 30Q (169810.470000 sec): 3 clusters
  Score: Raw -714035.344082 + Penalty 2806.829168 = -711228.514914
  nChanged 86
		SP:Iteration 31Q (169810.560000 sec): 3 clusters
  Score: Raw -714085.675283 + Penalty 2806.829168 = -711278.846115
  nChanged 68
		SP:Iteration 32Q (169810.650000 sec): 3 clusters
  Score: Raw -714122.070813 + Penalty 2806.829168 = -711315.241645
  nChanged 54
		SP:Iteration 33Q (169810.750000 sec): 3 clusters
  Score: Raw -714151.571728 + Penalty 2806.829168 = -711344.742560
  nChanged 41
		SP:Iteration 34Q (169810.840000 sec): 3 clusters
  Score: Raw -714175.097303 + Penalty 2806.829168 = -711368.268135
  nChanged 51
		SP:Iteration 35Q (169810.930000 sec): 3 clusters
  Score: Raw -714202.962184 + Penalty 2806.829168 = -711396.133017
  nChanged 39
		SP:Iteration 36Q (169811.020000 sec): 3 clusters
  Score: Raw -714222.396717 + Penalty 2806.829168 = -711415.567549
  nChanged 42
		SP:Iteration 37Q (169811.110000 sec): 3 clusters
  Score: Raw -714246.445026 + Penalty 2806.829168 = -711439.615858
  nChanged 50
		SP:Iteration 38Q (169811.200000 sec): 3 clusters
  Score: Raw -714278.179828 + Penalty 2806.829168 = -711471.350660
  nChanged 40
		SP:Iteration 39Q (169811.290000 sec): 3 clusters
  Score: Raw -714305.011073 + Penalty 2806.829168 = -711498.181905
  nChanged 33
		SP:Iteration 40F (169811.390000 sec): 3 clusters
  Score: Raw -714328.297263 + Penalty 2806.829168 = -711521.468096
  nChanged 28
		SP:Iteration 41Q (169811.480000 sec): 3 clusters
  Score: Raw -714345.856823 + Penalty 2806.829168 = -711539.027656
  nChanged 24
		SP:Iteration 42Q (169811.570000 sec): 3 clusters
  Score: Raw -714363.386962 + Penalty 2806.829168 = -711556.557795
  nChanged 19
		SP:Iteration 43Q (169811.660000 sec): 3 clusters
  Score: Raw -714380.186236 + Penalty 2806.829168 = -711573.357069
  nChanged 23
		SP:Iteration 44Q (169811.750000 sec): 3 clusters
  Score: Raw -714400.583684 + Penalty 2806.829168 = -711593.754516
  nChanged 20
		SP:Iteration 45Q (169811.840000 sec): 3 clusters
  Score: Raw -714413.098348 + Penalty 2806.829168 = -711606.269180
  nChanged 15
		SP:Iteration 46Q (169811.930000 sec): 3 clusters
  Score: Raw -714425.142067 + Penalty 2806.829168 = -711618.312899
  nChanged 15
		SP:Iteration 47Q (169812.020000 sec): 3 clusters
  Score: Raw -714435.793787 + Penalty 2806.829168 = -711628.964619
  nChanged 16
		SP:Iteration 48Q (169812.110000 sec): 3 clusters
  Score: Raw -714448.238066 + Penalty 2806.829168 = -711641.408898
  nChanged 17
		SP:Iteration 49Q (169812.200000 sec): 3 clusters
  Score: Raw -714458.790346 + Penalty 2806.829168 = -711651.961179
  nChanged 15
		SP:Iteration 50Q (169812.290000 sec): 3 clusters
  Score: Raw -714468.553144 + Penalty 2806.829168 = -711661.723976
  nChanged 9
		SP:Iteration 51Q (169812.390000 sec): 3 clusters
  Score: Raw -714476.169293 + Penalty 2806.829168 = -711669.340126
  nChanged 6
		SP:Iteration 52Q (169812.470000 sec): 3 clusters
  Score: Raw -714482.540595 + Penalty 2806.829168 = -711675.711428
  nChanged 7
		SP:Iteration 53Q (169812.570000 sec): 3 clusters
  Score: Raw -714488.786018 + Penalty 2806.829168 = -711681.956851
  nChanged 4
		SP:Iteration 54Q (169812.650000 sec): 3 clusters
  Score: Raw -714492.015846 + Penalty 2806.829168 = -711685.186678
  nChanged 4
		SP:Iteration 55Q (169812.750000 sec): 3 clusters
  Score: Raw -714496.050795 + Penalty 2806.829168 = -711689.221628
  nChanged 7
		SP:Iteration 56Q (169812.840000 sec): 3 clusters
  Score: Raw -714503.105465 + Penalty 2806.829168 = -711696.276298
  nChanged 8
		SP:Iteration 57Q (169812.930000 sec): 3 clusters
  Score: Raw -714507.895324 + Penalty 2806.829168 = -711701.066156
  nChanged 3
		SP:Iteration 58Q (169813.020000 sec): 3 clusters
  Score: Raw -714509.669350 + Penalty 2806.829168 = -711702.840182
  nChanged 0
		SP:Iteration 59F (169813.110000 sec): 3 clusters
  Score: Raw -714509.669350 + Penalty 2806.829168 = -711702.840182
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169813.170000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169813.180000 sec): 3 clusters
  Score: Raw -44594.118974 + Penalty 1956.042795 = -42638.076180
  nChanged 85
		SP:Iteration 1F (169813.190000 sec): 3 clusters
  Score: Raw -44734.555608 + Penalty 1956.042795 = -42778.512813
  nChanged 28
		SP:Iteration 2F (169813.200000 sec): 3 clusters
  Score: Raw -44799.022899 + Penalty 1956.042795 = -42842.980104
  nChanged 9
		SP:Iteration 3Q (169813.210000 sec): 3 clusters
  Score: Raw -44819.128042 + Penalty 1956.042795 = -42863.085248
  nChanged 5
		SP:Iteration 4Q (169813.210000 sec): 3 clusters
  Score: Raw -44830.497785 + Penalty 1956.042795 = -42874.454991
  nChanged 6
		SP:Iteration 5Q (169813.220000 sec): 3 clusters
  Score: Raw -44844.685554 + Penalty 1956.042795 = -42888.642759
  nChanged 6
		SP:Iteration 6Q (169813.230000 sec): 3 clusters
  Score: Raw -44850.833184 + Penalty 1956.042795 = -42894.790390
  nChanged 1
		SP:Iteration 7Q (169813.240000 sec): 3 clusters
  Score: Raw -44853.984841 + Penalty 1956.042795 = -42897.942046
  nChanged 2
		SP:Iteration 8Q (169813.250000 sec): 3 clusters
  Score: Raw -44858.197630 + Penalty 1956.042795 = -42902.154835
  nChanged 0
		SP:Iteration 9F (169813.260000 sec): 3 clusters
  Score: Raw -44858.197630 + Penalty 1956.042795 = -42902.154835
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169813.330000 sec): 2 clusters
  Score: Raw -300805.245846 + Penalty 1292.471339 = -299512.774507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169813.380000 sec): 3 clusters
  Score: Raw -299437.192383 + Penalty 2584.942678 = -296852.249705
  nChanged 1102
		SP:Iteration 1F (169813.430000 sec): 3 clusters
  Score: Raw -300122.856564 + Penalty 2584.942678 = -297537.913886
  nChanged 259
		SP:Iteration 2F (169813.490000 sec): 3 clusters
  Score: Raw -300327.272193 + Penalty 2584.942678 = -297742.329515
  nChanged 187
		SP:Iteration 3F (169813.540000 sec): 3 clusters
  Score: Raw -300486.291373 + Penalty 2584.942678 = -297901.348695
  nChanged 148
		SP:Iteration 4F (169813.590000 sec): 3 clusters
  Score: Raw -300630.771856 + Penalty 2584.942678 = -298045.829178
  nChanged 139
		SP:Iteration 5Q (169813.640000 sec): 3 clusters
  Score: Raw -300740.444129 + Penalty 2584.942678 = -298155.501450
  nChanged 123
		SP:Iteration 6Q (169813.690000 sec): 3 clusters
  Score: Raw -300831.048846 + Penalty 2584.942678 = -298246.106168
  nChanged 96
		SP:Iteration 7Q (169813.750000 sec): 3 clusters
  Score: Raw -300914.961935 + Penalty 2584.942678 = -298330.019257
  nChanged 100
		SP:Iteration 8Q (169813.800000 sec): 3 clusters
  Score: Raw -301000.024847 + Penalty 2584.942678 = -298415.082169
  nChanged 81
		SP:Iteration 9Q (169813.850000 sec): 3 clusters
  Score: Raw -301077.770608 + Penalty 2584.942678 = -298492.827930
  nChanged 79
		SP:Iteration 10Q (169813.900000 sec): 3 clusters
  Score: Raw -301140.334540 + Penalty 2584.942678 = -298555.391862
  nChanged 54
		SP:Iteration 11Q (169813.950000 sec): 3 clusters
  Score: Raw -301179.669282 + Penalty 2584.942678 = -298594.726604
  nChanged 44
		SP:Iteration 12Q (169814.000000 sec): 3 clusters
  Score: Raw -301201.367660 + Penalty 2584.942678 = -298616.424982
  nChanged 31
		SP:Iteration 13Q (169814.050000 sec): 3 clusters
  Score: Raw -301218.245806 + Penalty 2584.942678 = -298633.303128
  nChanged 21
		SP:Iteration 14Q (169814.100000 sec): 3 clusters
  Score: Raw -301229.057750 + Penalty 2584.942678 = -298644.115072
  nChanged 22
		SP:Iteration 15Q (169814.150000 sec): 3 clusters
  Score: Raw -301243.446161 + Penalty 2584.942678 = -298658.503483
  nChanged 21
		SP:Iteration 16Q (169814.200000 sec): 3 clusters
  Score: Raw -301252.205940 + Penalty 2584.942678 = -298667.263261
  nChanged 15
		SP:Iteration 17Q (169814.250000 sec): 3 clusters
  Score: Raw -301256.993487 + Penalty 2584.942678 = -298672.050809
  nChanged 8
		SP:Iteration 18Q (169814.310000 sec): 3 clusters
  Score: Raw -301259.564639 + Penalty 2584.942678 = -298674.621961
  nChanged 5
		SP:Iteration 19Q (169814.350000 sec): 3 clusters
  Score: Raw -301260.612079 + Penalty 2584.942678 = -298675.669401
  nChanged 2
		SP:Iteration 20F (169814.410000 sec): 3 clusters
  Score: Raw -301262.250965 + Penalty 2584.942678 = -298677.308287
  nChanged 3
		SP:Iteration 21Q (169814.460000 sec): 3 clusters
  Score: Raw -301263.849037 + Penalty 2584.942678 = -298678.906359
  nChanged 4
		SP:Iteration 22Q (169814.510000 sec): 3 clusters
  Score: Raw -301265.995147 + Penalty 2584.942678 = -298681.052469
  nChanged 5
		SP:Iteration 23Q (169814.560000 sec): 3 clusters
  Score: Raw -301267.752172 + Penalty 2584.942678 = -298682.809494
  nChanged 4
		SP:Iteration 24Q (169814.610000 sec): 3 clusters
  Score: Raw -301268.813747 + Penalty 2584.942678 = -298683.871069
  nChanged 3
		SP:Iteration 25Q (169814.660000 sec): 3 clusters
  Score: Raw -301269.822083 + Penalty 2584.942678 = -298684.879405
  nChanged 3
		SP:Iteration 26Q (169814.710000 sec): 3 clusters
  Score: Raw -301272.177075 + Penalty 2584.942678 = -298687.234397
  nChanged 6
		SP:Iteration 27Q (169814.760000 sec): 3 clusters
  Score: Raw -301275.114087 + Penalty 2584.942678 = -298690.171409
  nChanged 5
		SP:Iteration 28Q (169814.810000 sec): 3 clusters
  Score: Raw -301277.993338 + Penalty 2584.942678 = -298693.050660
  nChanged 6
		SP:Iteration 29Q (169814.860000 sec): 3 clusters
  Score: Raw -301279.544590 + Penalty 2584.942678 = -298694.601912
  nChanged 4
		SP:Iteration 30Q (169814.910000 sec): 3 clusters
  Score: Raw -301280.584716 + Penalty 2584.942678 = -298695.642038
  nChanged 2
		SP:Iteration 31Q (169814.960000 sec): 3 clusters
  Score: Raw -301281.366642 + Penalty 2584.942678 = -298696.423964
  nChanged 2
		SP:Iteration 32Q (169815.010000 sec): 3 clusters
  Score: Raw -301281.865597 + Penalty 2584.942678 = -298696.922919
  nChanged 0
		SP:Iteration 33F (169815.060000 sec): 3 clusters
  Score: Raw -301281.865597 + Penalty 2584.942678 = -298696.922919
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169815.120000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169815.120000 sec): 3 clusters
  Score: Raw -14325.161017 + Penalty 1643.279887 = -12681.881130
  nChanged 18
		SP:Iteration 1F (169815.130000 sec): 3 clusters
  Score: Raw -14432.273763 + Penalty 1643.279887 = -12788.993876
  nChanged 6
		SP:Iteration 2Q (169815.130000 sec): 3 clusters
  Score: Raw -14455.504748 + Penalty 1643.279887 = -12812.224862
  nChanged 3
		SP:Iteration 3Q (169815.130000 sec): 3 clusters
  Score: Raw -14470.208108 + Penalty 1643.279887 = -12826.928221
  nChanged 1
		SP:Iteration 4Q (169815.140000 sec): 3 clusters
  Score: Raw -14472.301048 + Penalty 1643.279887 = -12829.021162
  nChanged 0
		SP:Iteration 5F (169815.140000 sec): 3 clusters
  Score: Raw -14472.301048 + Penalty 1643.279887 = -12829.021162
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169815.690000 sec): 2 clusters
  Score: Raw -9295875.389596 + Penalty 1827.506799 = -9294047.882797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169816.370000 sec): 3 clusters
  Score: Raw -9246585.456449 + Penalty 3655.013598 = -9242930.442851
  nChanged 36386
		SP:Iteration 1F (169817.070000 sec): 3 clusters
  Score: Raw -9268473.193487 + Penalty 3655.013598 = -9264818.179889
  nChanged 3806
		SP:Iteration 2Q (169817.760000 sec): 3 clusters
  Score: Raw -9270059.081111 + Penalty 3655.013598 = -9266404.067513
  nChanged 4520
		SP:Iteration 3F (169818.420000 sec): 3 clusters
  Score: Raw -9272475.814735 + Penalty 3655.013598 = -9268820.801137
  nChanged 5329
		SP:Iteration 4F (169819.080000 sec): 3 clusters
  Score: Raw -9275799.419165 + Penalty 3655.013598 = -9272144.405568
  nChanged 5647
		SP:Iteration 5F (169819.780000 sec): 3 clusters
  Score: Raw -9279420.921839 + Penalty 3655.013598 = -9275765.908241
  nChanged 5079
		SP:Iteration 6F (169820.460000 sec): 3 clusters
  Score: Raw -9282545.092747 + Penalty 3655.013598 = -9278890.079149
  nChanged 4049
		SP:Iteration 7F (169821.120000 sec): 3 clusters
  Score: Raw -9285034.127526 + Penalty 3655.013598 = -9281379.113928
  nChanged 3457
		SP:Iteration 8Q (169821.790000 sec): 3 clusters
  Score: Raw -9287319.337575 + Penalty 3655.013598 = -9283664.323977
  nChanged 2987
		SP:Iteration 9Q (169822.500000 sec): 3 clusters
  Score: Raw -9289568.224542 + Penalty 3655.013598 = -9285913.210944
  nChanged 2546
		SP:Iteration 10Q (169823.180000 sec): 3 clusters
  Score: Raw -9291686.796992 + Penalty 3655.013598 = -9288031.783394
  nChanged 1903
		SP:Iteration 11Q (169823.830000 sec): 3 clusters
  Score: Raw -9293330.786168 + Penalty 3655.013598 = -9289675.772570
  nChanged 1367
		SP:Iteration 12Q (169824.450000 sec): 3 clusters
  Score: Raw -9294504.833856 + Penalty 3655.013598 = -9290849.820259
  nChanged 887
		SP:Iteration 13Q (169825.070000 sec): 3 clusters
  Score: Raw -9295158.564630 + Penalty 3655.013598 = -9291503.551032
  nChanged 591
		SP:Iteration 14Q (169825.710000 sec): 3 clusters
  Score: Raw -9295555.589250 + Penalty 3655.013598 = -9291900.575653
  nChanged 420
		SP:Iteration 15Q (169826.340000 sec): 3 clusters
  Score: Raw -9295796.046878 + Penalty 3655.013598 = -9292141.033280
  nChanged 326
		SP:Iteration 16Q (169826.930000 sec): 3 clusters
  Score: Raw -9295972.950084 + Penalty 3655.013598 = -9292317.936486
  nChanged 233
		SP:Iteration 17Q (169827.530000 sec): 3 clusters
  Score: Raw -9296092.558371 + Penalty 3655.013598 = -9292437.544774
  nChanged 193
		SP:Iteration 18Q (169828.150000 sec): 3 clusters
  Score: Raw -9296187.185880 + Penalty 3655.013598 = -9292532.172282
  nChanged 163
		SP:Iteration 19Q (169828.730000 sec): 3 clusters
  Score: Raw -9296273.372121 + Penalty 3655.013598 = -9292618.358523
  nChanged 145
		SP:Iteration 20F (169829.410000 sec): 3 clusters
  Score: Raw -9296336.609194 + Penalty 3655.013598 = -9292681.595596
  nChanged 121
		SP:Iteration 21Q (169830.020000 sec): 3 clusters
  Score: Raw -9296402.644979 + Penalty 3655.013598 = -9292747.631382
  nChanged 91
		SP:Iteration 22Q (169830.640000 sec): 3 clusters
  Score: Raw -9296458.957057 + Penalty 3655.013598 = -9292803.943459
  nChanged 97
		SP:Iteration 23Q (169831.210000 sec): 3 clusters
  Score: Raw -9296515.193665 + Penalty 3655.013598 = -9292860.180067
  nChanged 76
		SP:Iteration 24Q (169831.840000 sec): 3 clusters
  Score: Raw -9296562.280778 + Penalty 3655.013598 = -9292907.267181
  nChanged 78
		SP:Iteration 25Q (169832.410000 sec): 3 clusters
  Score: Raw -9296600.754700 + Penalty 3655.013598 = -9292945.741102
  nChanged 63
		SP:Iteration 26Q (169833.040000 sec): 3 clusters
  Score: Raw -9296625.642375 + Penalty 3655.013598 = -9292970.628777
  nChanged 49
		SP:Iteration 27Q (169833.660000 sec): 3 clusters
  Score: Raw -9296642.860518 + Penalty 3655.013598 = -9292987.846920
  nChanged 36
		SP:Iteration 28Q (169834.230000 sec): 3 clusters
  Score: Raw -9296656.824544 + Penalty 3655.013598 = -9293001.810946
  nChanged 34
		SP:Iteration 29Q (169834.850000 sec): 3 clusters
  Score: Raw -9296664.157625 + Penalty 3655.013598 = -9293009.144028
  nChanged 21
		SP:Iteration 30Q (169835.430000 sec): 3 clusters
  Score: Raw -9296668.937937 + Penalty 3655.013598 = -9293013.924339
  nChanged 15
		SP:Iteration 31Q (169836.050000 sec): 3 clusters
  Score: Raw -9296672.643472 + Penalty 3655.013598 = -9293017.629874
  nChanged 16
		SP:Iteration 32Q (169836.670000 sec): 3 clusters
  Score: Raw -9296676.587118 + Penalty 3655.013598 = -9293021.573520
  nChanged 13
		SP:Iteration 33Q (169837.250000 sec): 3 clusters
  Score: Raw -9296679.399756 + Penalty 3655.013598 = -9293024.386158
  nChanged 10
		SP:Iteration 34Q (169837.870000 sec): 3 clusters
  Score: Raw -9296681.737311 + Penalty 3655.013598 = -9293026.723713
  nChanged 6
		SP:Iteration 35Q (169838.440000 sec): 3 clusters
  Score: Raw -9296683.046842 + Penalty 3655.013598 = -9293028.033245
  nChanged 9
		SP:Iteration 36Q (169839.060000 sec): 3 clusters
  Score: Raw -9296685.393324 + Penalty 3655.013598 = -9293030.379727
  nChanged 6
		SP:Iteration 37Q (169839.690000 sec): 3 clusters
  Score: Raw -9296686.355322 + Penalty 3655.013598 = -9293031.341724
  nChanged 4
		SP:Iteration 38Q (169840.260000 sec): 3 clusters
  Score: Raw -9296687.034756 + Penalty 3655.013598 = -9293032.021158
  nChanged 5
		SP:Iteration 39Q (169840.880000 sec): 3 clusters
  Score: Raw -9296687.986150 + Penalty 3655.013598 = -9293032.972552
  nChanged 5
		SP:Iteration 40F (169841.540000 sec): 3 clusters
  Score: Raw -9296688.862982 + Penalty 3655.013598 = -9293033.849384
  nChanged 5
		SP:Iteration 41Q (169842.110000 sec): 3 clusters
  Score: Raw -9296689.786008 + Penalty 3655.013598 = -9293034.772410
  nChanged 6
		SP:Iteration 42Q (169842.730000 sec): 3 clusters
  Score: Raw -9296690.681601 + Penalty 3655.013598 = -9293035.668004
  nChanged 4
		SP:Iteration 43Q (169843.310000 sec): 3 clusters
  Score: Raw -9296691.469445 + Penalty 3655.013598 = -9293036.455847
  nChanged 2
		SP:Iteration 44Q (169843.900000 sec): 3 clusters
  Score: Raw -9296691.716828 + Penalty 3655.013598 = -9293036.703231
  nChanged 2
		SP:Iteration 45Q (169844.480000 sec): 3 clusters
  Score: Raw -9296691.929687 + Penalty 3655.013598 = -9293036.916089
  nChanged 2
		SP:Iteration 46Q (169845.100000 sec): 3 clusters
  Score: Raw -9296692.260840 + Penalty 3655.013598 = -9293037.247242
  nChanged 4
		SP:Iteration 47Q (169845.720000 sec): 3 clusters
  Score: Raw -9296692.644779 + Penalty 3655.013598 = -9293037.631181
  nChanged 1
		SP:Iteration 48Q (169846.290000 sec): 3 clusters
  Score: Raw -9296692.814008 + Penalty 3655.013598 = -9293037.800410
  nChanged 2
		SP:Iteration 49Q (169846.910000 sec): 3 clusters
  Score: Raw -9296693.051773 + Penalty 3655.013598 = -9293038.038175
  nChanged 0
		SP:Iteration 50F (169847.560000 sec): 3 clusters
  Score: Raw -9296693.051773 + Penalty 3655.013598 = -9293038.038175
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169847.620000 sec): 2 clusters
  Score: Raw -459263.946500 + Penalty 1357.290085 = -457906.656415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169847.710000 sec): 3 clusters
  Score: Raw -457033.278641 + Penalty 2714.580170 = -454318.698471
  nChanged 1716
		SP:Iteration 1F (169847.780000 sec): 3 clusters
  Score: Raw -458021.386332 + Penalty 2714.580170 = -455306.806162
  nChanged 352
		SP:Iteration 2F (169847.860000 sec): 3 clusters
  Score: Raw -458274.092178 + Penalty 2714.580170 = -455559.512008
  nChanged 287
		SP:Iteration 3F (169847.940000 sec): 3 clusters
  Score: Raw -458494.415671 + Penalty 2714.580170 = -455779.835501
  nChanged 241
		SP:Iteration 4F (169848.020000 sec): 3 clusters
  Score: Raw -458695.971539 + Penalty 2714.580170 = -455981.391369
  nChanged 254
		SP:Iteration 5F (169848.100000 sec): 3 clusters
  Score: Raw -458917.223693 + Penalty 2714.580170 = -456202.643523
  nChanged 240
		SP:Iteration 6F (169848.170000 sec): 3 clusters
  Score: Raw -459113.920524 + Penalty 2714.580170 = -456399.340354
  nChanged 196
		SP:Iteration 7Q (169848.250000 sec): 3 clusters
  Score: Raw -459276.130724 + Penalty 2714.580170 = -456561.550554
  nChanged 148
		SP:Iteration 8Q (169848.330000 sec): 3 clusters
  Score: Raw -459396.387920 + Penalty 2714.580170 = -456681.807750
  nChanged 125
		SP:Iteration 9Q (169848.400000 sec): 3 clusters
  Score: Raw -459486.275850 + Penalty 2714.580170 = -456771.695680
  nChanged 94
		SP:Iteration 10Q (169848.480000 sec): 3 clusters
  Score: Raw -459562.520291 + Penalty 2714.580170 = -456847.940121
  nChanged 90
		SP:Iteration 11Q (169848.560000 sec): 3 clusters
  Score: Raw -459661.858461 + Penalty 2714.580170 = -456947.278291
  nChanged 102
		SP:Iteration 12Q (169848.630000 sec): 3 clusters
  Score: Raw -459773.377803 + Penalty 2714.580170 = -457058.797633
  nChanged 82
		SP:Iteration 13Q (169848.700000 sec): 3 clusters
  Score: Raw -459860.666522 + Penalty 2714.580170 = -457146.086352
  nChanged 71
		SP:Iteration 14Q (169848.780000 sec): 3 clusters
  Score: Raw -459924.983367 + Penalty 2714.580170 = -457210.403197
  nChanged 50
		SP:Iteration 15Q (169848.850000 sec): 3 clusters
  Score: Raw -459963.524781 + Penalty 2714.580170 = -457248.944611
  nChanged 40
		SP:Iteration 16Q (169848.920000 sec): 3 clusters
  Score: Raw -459999.602071 + Penalty 2714.580170 = -457285.021901
  nChanged 30
		SP:Iteration 17Q (169849.000000 sec): 3 clusters
  Score: Raw -460026.901377 + Penalty 2714.580170 = -457312.321207
  nChanged 21
		SP:Iteration 18Q (169849.070000 sec): 3 clusters
  Score: Raw -460038.601812 + Penalty 2714.580170 = -457324.021642
  nChanged 12
		SP:Iteration 19Q (169849.140000 sec): 3 clusters
  Score: Raw -460049.681454 + Penalty 2714.580170 = -457335.101284
  nChanged 13
		SP:Iteration 20F (169849.220000 sec): 3 clusters
  Score: Raw -460057.534096 + Penalty 2714.580170 = -457342.953926
  nChanged 13
		SP:Iteration 21Q (169849.290000 sec): 3 clusters
  Score: Raw -460072.507911 + Penalty 2714.580170 = -457357.927741
  nChanged 20
		SP:Iteration 22Q (169849.370000 sec): 3 clusters
  Score: Raw -460085.147766 + Penalty 2714.580170 = -457370.567596
  nChanged 12
		SP:Iteration 23Q (169849.440000 sec): 3 clusters
  Score: Raw -460093.677960 + Penalty 2714.580170 = -457379.097790
  nChanged 12
		SP:Iteration 24Q (169849.510000 sec): 3 clusters
  Score: Raw -460103.682250 + Penalty 2714.580170 = -457389.102080
  nChanged 13
		SP:Iteration 25Q (169849.580000 sec): 3 clusters
  Score: Raw -460109.962981 + Penalty 2714.580170 = -457395.382811
  nChanged 9
		SP:Iteration 26Q (169849.660000 sec): 3 clusters
  Score: Raw -460115.258894 + Penalty 2714.580170 = -457400.678724
  nChanged 6
		SP:Iteration 27Q (169849.730000 sec): 3 clusters
  Score: Raw -460118.438444 + Penalty 2714.580170 = -457403.858274
  nChanged 7
		SP:Iteration 28Q (169849.800000 sec): 3 clusters
  Score: Raw -460123.617218 + Penalty 2714.580170 = -457409.037048
  nChanged 8
		SP:Iteration 29Q (169849.880000 sec): 3 clusters
  Score: Raw -460126.277845 + Penalty 2714.580170 = -457411.697675
  nChanged 3
		SP:Iteration 30Q (169849.950000 sec): 3 clusters
  Score: Raw -460127.502982 + Penalty 2714.580170 = -457412.922812
  nChanged 2
		SP:Iteration 31Q (169850.020000 sec): 3 clusters
  Score: Raw -460128.007728 + Penalty 2714.580170 = -457413.427558
  nChanged 3
		SP:Iteration 32Q (169850.100000 sec): 3 clusters
  Score: Raw -460129.641179 + Penalty 2714.580170 = -457415.061009
  nChanged 2
		SP:Iteration 33Q (169850.170000 sec): 3 clusters
  Score: Raw -460130.226620 + Penalty 2714.580170 = -457415.646449
  nChanged 2
		SP:Iteration 34Q (169850.240000 sec): 3 clusters
  Score: Raw -460130.919801 + Penalty 2714.580170 = -457416.339631
  nChanged 3
		SP:Iteration 35Q (169850.320000 sec): 3 clusters
  Score: Raw -460132.925208 + Penalty 2714.580170 = -457418.345038
  nChanged 1
		SP:Iteration 36Q (169850.390000 sec): 3 clusters
  Score: Raw -460133.288203 + Penalty 2714.580170 = -457418.708033
  nChanged 1
		SP:Iteration 37Q (169850.460000 sec): 3 clusters
  Score: Raw -460133.579968 + Penalty 2714.580170 = -457418.999798
  nChanged 0
		SP:Iteration 38F (169850.540000 sec): 3 clusters
  Score: Raw -460133.579968 + Penalty 2714.580170 = -457418.999798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169850.600000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169850.600000 sec): 3 clusters
  Score: Raw -54613.120655 + Penalty 1998.252196 = -52614.868459
  nChanged 89
		SP:Iteration 1F (169850.620000 sec): 3 clusters
  Score: Raw -54739.477368 + Penalty 1998.252196 = -52741.225172
  nChanged 24
		SP:Iteration 2F (169850.620000 sec): 3 clusters
  Score: Raw -54779.309994 + Penalty 1998.252196 = -52781.057798
  nChanged 10
		SP:Iteration 3Q (169850.630000 sec): 3 clusters
  Score: Raw -54802.205248 + Penalty 1998.252196 = -52803.953052
  nChanged 9
		SP:Iteration 4Q (169850.640000 sec): 3 clusters
  Score: Raw -54819.741643 + Penalty 1998.252196 = -52821.489447
  nChanged 7
		SP:Iteration 5Q (169850.650000 sec): 3 clusters
  Score: Raw -54828.829522 + Penalty 1998.252196 = -52830.577326
  nChanged 5
		SP:Iteration 6Q (169850.660000 sec): 3 clusters
  Score: Raw -54842.452765 + Penalty 1998.252196 = -52844.200569
  nChanged 5
		SP:Iteration 7Q (169850.670000 sec): 3 clusters
  Score: Raw -54855.747005 + Penalty 1998.252196 = -52857.494809
  nChanged 8
		SP:Iteration 8Q (169850.680000 sec): 3 clusters
  Score: Raw -54871.361776 + Penalty 1998.252196 = -52873.109579
  nChanged 3
		SP:Iteration 9Q (169850.690000 sec): 3 clusters
  Score: Raw -54876.531681 + Penalty 1998.252196 = -52878.279485
  nChanged 1
		SP:Iteration 10Q (169850.700000 sec): 3 clusters
  Score: Raw -54877.476183 + Penalty 1998.252196 = -52879.223987
  nChanged 2
		SP:Iteration 11Q (169850.710000 sec): 3 clusters
  Score: Raw -54880.341833 + Penalty 1998.252196 = -52882.089637
  nChanged 3
		SP:Iteration 12Q (169850.720000 sec): 3 clusters
  Score: Raw -54883.910024 + Penalty 1998.252196 = -52885.657828
  nChanged 0
		SP:Iteration 13F (169850.730000 sec): 3 clusters
  Score: Raw -54883.910024 + Penalty 1998.252196 = -52885.657828
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169850.790000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169850.800000 sec): 3 clusters
  Score: Raw -65209.537661 + Penalty 2059.468363 = -63150.069299
  nChanged 145
		SP:Iteration 1F (169850.810000 sec): 3 clusters
  Score: Raw -65423.372947 + Penalty 2059.468363 = -63363.904585
  nChanged 38
		SP:Iteration 2F (169850.820000 sec): 3 clusters
  Score: Raw -65490.040039 + Penalty 2059.468363 = -63430.571676
  nChanged 22
		SP:Iteration 3Q (169850.830000 sec): 3 clusters
  Score: Raw -65525.548575 + Penalty 2059.468363 = -63466.080212
  nChanged 10
		SP:Iteration 4Q (169850.840000 sec): 3 clusters
  Score: Raw -65541.533064 + Penalty 2059.468363 = -63482.064701
  nChanged 5
		SP:Iteration 5Q (169850.860000 sec): 3 clusters
  Score: Raw -65547.690923 + Penalty 2059.468363 = -63488.222560
  nChanged 0
		SP:Iteration 6F (169850.870000 sec): 3 clusters
  Score: Raw -65547.690923 + Penalty 2059.468363 = -63488.222560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169850.960000 sec): 2 clusters
  Score: Raw -624988.589475 + Penalty 1393.205698 = -623595.383777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169851.060000 sec): 3 clusters
  Score: Raw -622322.230476 + Penalty 2786.411396 = -619535.819081
  nChanged 2074
		SP:Iteration 1F (169851.150000 sec): 3 clusters
  Score: Raw -623456.808531 + Penalty 2786.411396 = -620670.397135
  nChanged 391
		SP:Iteration 2F (169851.240000 sec): 3 clusters
  Score: Raw -623713.070606 + Penalty 2786.411396 = -620926.659211
  nChanged 316
		SP:Iteration 3F (169851.340000 sec): 3 clusters
  Score: Raw -623952.702999 + Penalty 2786.411396 = -621166.291603
  nChanged 339
		SP:Iteration 4F (169851.430000 sec): 3 clusters
  Score: Raw -624231.826223 + Penalty 2786.411396 = -621445.414828
  nChanged 373
		SP:Iteration 5F (169851.520000 sec): 3 clusters
  Score: Raw -624530.128352 + Penalty 2786.411396 = -621743.716957
  nChanged 342
		SP:Iteration 6F (169851.610000 sec): 3 clusters
  Score: Raw -624793.282012 + Penalty 2786.411396 = -622006.870616
  nChanged 289
		SP:Iteration 7F (169851.700000 sec): 3 clusters
  Score: Raw -625000.910995 + Penalty 2786.411396 = -622214.499600
  nChanged 215
		SP:Iteration 8Q (169851.800000 sec): 3 clusters
  Score: Raw -625149.690175 + Penalty 2786.411396 = -622363.278779
  nChanged 188
		SP:Iteration 9Q (169851.890000 sec): 3 clusters
  Score: Raw -625281.338252 + Penalty 2786.411396 = -622494.926857
  nChanged 127
		SP:Iteration 10Q (169851.980000 sec): 3 clusters
  Score: Raw -625370.459306 + Penalty 2786.411396 = -622584.047910
  nChanged 108
		SP:Iteration 11Q (169852.070000 sec): 3 clusters
  Score: Raw -625456.190805 + Penalty 2786.411396 = -622669.779409
  nChanged 90
		SP:Iteration 12Q (169852.160000 sec): 3 clusters
  Score: Raw -625532.383431 + Penalty 2786.411396 = -622745.972036
  nChanged 71
		SP:Iteration 13Q (169852.260000 sec): 3 clusters
  Score: Raw -625606.782509 + Penalty 2786.411396 = -622820.371114
  nChanged 73
		SP:Iteration 14Q (169852.350000 sec): 3 clusters
  Score: Raw -625697.121505 + Penalty 2786.411396 = -622910.710109
  nChanged 65
		SP:Iteration 15Q (169852.440000 sec): 3 clusters
  Score: Raw -625791.948111 + Penalty 2786.411396 = -623005.536716
  nChanged 50
		SP:Iteration 16Q (169852.520000 sec): 3 clusters
  Score: Raw -625863.931078 + Penalty 2786.411396 = -623077.519683
  nChanged 31
		SP:Iteration 17Q (169852.610000 sec): 3 clusters
  Score: Raw -625899.444759 + Penalty 2786.411396 = -623113.033364
  nChanged 25
		SP:Iteration 18Q (169852.700000 sec): 3 clusters
  Score: Raw -625913.094207 + Penalty 2786.411396 = -623126.682812
  nChanged 12
		SP:Iteration 19Q (169852.790000 sec): 3 clusters
  Score: Raw -625919.956358 + Penalty 2786.411396 = -623133.544963
  nChanged 8
		SP:Iteration 20F (169852.880000 sec): 3 clusters
  Score: Raw -625924.740523 + Penalty 2786.411396 = -623138.329127
  nChanged 5
		SP:Iteration 21Q (169852.970000 sec): 3 clusters
  Score: Raw -625927.205529 + Penalty 2786.411396 = -623140.794134
  nChanged 5
		SP:Iteration 22Q (169853.050000 sec): 3 clusters
  Score: Raw -625929.813694 + Penalty 2786.411396 = -623143.402299
  nChanged 4
		SP:Iteration 23Q (169853.140000 sec): 3 clusters
  Score: Raw -625931.314555 + Penalty 2786.411396 = -623144.903159
  nChanged 2
		SP:Iteration 24Q (169853.230000 sec): 3 clusters
  Score: Raw -625932.210562 + Penalty 2786.411396 = -623145.799166
  nChanged 0
		SP:Iteration 25F (169853.320000 sec): 3 clusters
  Score: Raw -625932.210562 + Penalty 2786.411396 = -623145.799166
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 66 (9758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169853.430000 sec): 2 clusters
  Score: Raw -1266085.458560 + Penalty 1492.699445 = -1264592.759114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169853.600000 sec): 3 clusters
  Score: Raw -1260621.381480 + Penalty 2985.398891 = -1257635.982589
  nChanged 4096
		SP:Iteration 1F (169853.720000 sec): 3 clusters
  Score: Raw -1262762.432225 + Penalty 2985.398891 = -1259777.033334
  nChanged 528
		SP:Iteration 2F (169853.860000 sec): 3 clusters
  Score: Raw -1262946.635361 + Penalty 2985.398891 = -1259961.236470
  nChanged 384
		SP:Iteration 3Q (169854.040000 sec): 3 clusters
  Score: Raw -1263061.858959 + Penalty 2985.398891 = -1260076.460069
  nChanged 302
		SP:Iteration 4Q (169854.210000 sec): 3 clusters
  Score: Raw -1263155.522184 + Penalty 2985.398891 = -1260170.123293
  nChanged 297
		SP:Iteration 5Q (169854.340000 sec): 3 clusters
  Score: Raw -1263234.885780 + Penalty 2985.398891 = -1260249.486890
  nChanged 228
		SP:Iteration 6Q (169854.490000 sec): 3 clusters
  Score: Raw -1263296.300758 + Penalty 2985.398891 = -1260310.901868
  nChanged 199
		SP:Iteration 7Q (169854.650000 sec): 3 clusters
  Score: Raw -1263352.625874 + Penalty 2985.398891 = -1260367.226983
  nChanged 213
		SP:Iteration 8Q (169854.800000 sec): 3 clusters
  Score: Raw -1263415.066193 + Penalty 2985.398891 = -1260429.667303
  nChanged 231
		SP:Iteration 9Q (169854.920000 sec): 3 clusters
  Score: Raw -1263492.277486 + Penalty 2985.398891 = -1260506.878596
  nChanged 264
		SP:Iteration 10Q (169855.070000 sec): 3 clusters
  Score: Raw -1263596.427408 + Penalty 2985.398891 = -1260611.028517
  nChanged 314
		SP:Iteration 11Q (169855.240000 sec): 3 clusters
  Score: Raw -1263730.975354 + Penalty 2985.398891 = -1260745.576464
  nChanged 370
		SP:Iteration 12Q (169855.390000 sec): 3 clusters
  Score: Raw -1263926.285187 + Penalty 2985.398891 = -1260940.886296
  nChanged 427
		SP:Iteration 13Q (169855.520000 sec): 3 clusters
  Score: Raw -1264178.801694 + Penalty 2985.398891 = -1261193.402804
  nChanged 455
		SP:Iteration 14Q (169855.660000 sec): 3 clusters
  Score: Raw -1264482.728733 + Penalty 2985.398891 = -1261497.329843
  nChanged 506
		SP:Iteration 15F (169855.810000 sec): 3 clusters
  Score: Raw -1264876.305699 + Penalty 2985.398891 = -1261890.906808
  nChanged 495
		SP:Iteration 16F (169855.960000 sec): 3 clusters
  Score: Raw -1265309.002140 + Penalty 2985.398891 = -1262323.603249
  nChanged 388
		SP:Iteration 17Q (169856.080000 sec): 3 clusters
  Score: Raw -1265660.607718 + Penalty 2985.398891 = -1262675.208827
  nChanged 248
		SP:Iteration 18Q (169856.220000 sec): 3 clusters
  Score: Raw -1265895.627742 + Penalty 2985.398891 = -1262910.228852
  nChanged 145
		SP:Iteration 19Q (169856.370000 sec): 3 clusters
  Score: Raw -1266040.991091 + Penalty 2985.398891 = -1263055.592201
  nChanged 77
		SP:Iteration 20F (169856.540000 sec): 3 clusters
  Score: Raw -1266130.594185 + Penalty 2985.398891 = -1263145.195294
  nChanged 44
		SP:Iteration 21Q (169856.680000 sec): 3 clusters
  Score: Raw -1266175.013618 + Penalty 2985.398891 = -1263189.614728
  nChanged 23
		SP:Iteration 22Q (169856.800000 sec): 3 clusters
  Score: Raw -1266207.885714 + Penalty 2985.398891 = -1263222.486823
  nChanged 20
		SP:Iteration 23Q (169856.920000 sec): 3 clusters
  Score: Raw -1266233.941944 + Penalty 2985.398891 = -1263248.543053
  nChanged 11
		SP:Iteration 24Q (169857.040000 sec): 3 clusters
  Score: Raw -1266247.771481 + Penalty 2985.398891 = -1263262.372591
  nChanged 11
		SP:Iteration 25Q (169857.190000 sec): 3 clusters
  Score: Raw -1266264.067354 + Penalty 2985.398891 = -1263278.668463
  nChanged 7
		SP:Iteration 26Q (169857.350000 sec): 3 clusters
  Score: Raw -1266275.149452 + Penalty 2985.398891 = -1263289.750561
  nChanged 6
		SP:Iteration 27Q (169857.500000 sec): 3 clusters
  Score: Raw -1266282.901913 + Penalty 2985.398891 = -1263297.503023
  nChanged 3
		SP:Iteration 28Q (169857.630000 sec): 3 clusters
  Score: Raw -1266287.681175 + Penalty 2985.398891 = -1263302.282285
  nChanged 4
		SP:Iteration 29Q (169857.750000 sec): 3 clusters
  Score: Raw -1266294.534910 + Penalty 2985.398891 = -1263309.136019
  nChanged 3
		SP:Iteration 30Q (169857.870000 sec): 3 clusters
  Score: Raw -1266300.784640 + Penalty 2985.398891 = -1263315.385750
  nChanged 2
		SP:Iteration 31Q (169858.010000 sec): 3 clusters
  Score: Raw -1266304.119667 + Penalty 2985.398891 = -1263318.720776
  nChanged 1
		SP:Iteration 32Q (169858.170000 sec): 3 clusters
  Score: Raw -1266305.428128 + Penalty 2985.398891 = -1263320.029237
  nChanged 0
		SP:Iteration 33F (169858.330000 sec): 3 clusters
  Score: Raw -1266305.428128 + Penalty 2985.398891 = -1263320.029237
  nChanged 0
Iteration 579Q (170172.140000 sec): 67 clusters
  Score: Raw -223664489.424497 + Penalty 155142.624087 = -223509346.800410
  nChanged 21
Iteration 580F (170596.400000 sec): 67 clusters
  Score: Raw -223664489.648456 + Penalty 155142.624087 = -223509347.024368
  nChanged 18
Iteration 581Q (170910.830000 sec): 67 clusters
  Score: Raw -223664489.866091 + Penalty 155142.624087 = -223509347.242003
  nChanged 22
Iteration 582Q (171225.920000 sec): 67 clusters
  Score: Raw -223664490.332456 + Penalty 155142.624087 = -223509347.708369
  nChanged 24
Iteration 583Q (171541.130000 sec): 67 clusters
  Score: Raw -223664490.777279 + Penalty 155142.624087 = -223509348.153191
  nChanged 26
Iteration 584Q (171854.680000 sec): 67 clusters
  Score: Raw -223664491.520784 + Penalty 155142.624087 = -223509348.896697
  nChanged 24
Iteration 585Q (172169.940000 sec): 67 clusters
  Score: Raw -223664492.229505 + Penalty 155142.624087 = -223509349.605418
  nChanged 17
Iteration 586Q (172483.550000 sec): 67 clusters
  Score: Raw -223664492.658869 + Penalty 155142.624087 = -223509350.034781
  nChanged 23
Iteration 587Q (172798.170000 sec): 67 clusters
  Score: Raw -223664493.339935 + Penalty 155142.624087 = -223509350.715847
  nChanged 26
Iteration 588Q (173112.590000 sec): 67 clusters
  Score: Raw -223664494.242915 + Penalty 155142.624087 = -223509351.618827
  nChanged 21
Iteration 589Q (173427.850000 sec): 67 clusters
  Score: Raw -223664495.127340 + Penalty 155142.624087 = -223509352.503253
  nChanged 32
Iteration 590Q (173743.060000 sec): 67 clusters
  Score: Raw -223664496.267502 + Penalty 155142.624087 = -223509353.643415
  nChanged 32
Iteration 591Q (174057.490000 sec): 67 clusters
  Score: Raw -223664497.401406 + Penalty 155142.624087 = -223509354.777319
  nChanged 31
Iteration 592Q (174372.690000 sec): 67 clusters
  Score: Raw -223664498.551868 + Penalty 155142.624087 = -223509355.927781
  nChanged 25
Iteration 593Q (174685.790000 sec): 67 clusters
  Score: Raw -223664499.467185 + Penalty 155142.624087 = -223509356.843098
  nChanged 19
Iteration 594Q (175001.070000 sec): 67 clusters
  Score: Raw -223664499.870921 + Penalty 155142.624087 = -223509357.246834
  nChanged 17
Iteration 595Q (175315.460000 sec): 67 clusters
  Score: Raw -223664500.313205 + Penalty 155142.624087 = -223509357.689117
  nChanged 19
Iteration 596Q (175629.940000 sec): 67 clusters
  Score: Raw -223664500.675228 + Penalty 155142.624087 = -223509358.051140
  nChanged 19
Iteration 597Q (175944.280000 sec): 67 clusters
  Score: Raw -223664500.988566 + Penalty 155142.624087 = -223509358.364478
  nChanged 15
Iteration 598Q (176258.690000 sec): 67 clusters
  Score: Raw -223664501.323860 + Penalty 155142.624087 = -223509358.699773
  nChanged 19
Iteration 599Q (176573.900000 sec): 67 clusters
  Score: Raw -223664501.701098 + Penalty 155142.624087 = -223509359.077011
  nChanged 16
Iteration 600F (176998.270000 sec): 67 clusters
  Score: Raw -223664501.977835 + Penalty 155142.624087 = -223509359.353748
  nChanged 16
Iteration 601Q (177312.600000 sec): 67 clusters
  Score: Raw -223664502.263855 + Penalty 155142.624087 = -223509359.639768
  nChanged 17
Iteration 602Q (177626.460000 sec): 67 clusters
  Score: Raw -223664502.762631 + Penalty 155142.624087 = -223509360.138544
  nChanged 20
Iteration 603Q (177940.820000 sec): 67 clusters
  Score: Raw -223664503.197642 + Penalty 155142.624087 = -223509360.573555
  nChanged 18
Iteration 604Q (178255.270000 sec): 67 clusters
  Score: Raw -223664503.649881 + Penalty 155142.624087 = -223509361.025794
  nChanged 16
Iteration 605Q (178568.910000 sec): 67 clusters
  Score: Raw -223664504.122666 + Penalty 155142.624087 = -223509361.498579
  nChanged 16
Iteration 606Q (178883.540000 sec): 67 clusters
  Score: Raw -223664504.518039 + Penalty 155142.624087 = -223509361.893952
  nChanged 22
Iteration 607Q (179198.000000 sec): 67 clusters
  Score: Raw -223664505.004972 + Penalty 155142.624087 = -223509362.380885
  nChanged 24
Iteration 608Q (179513.250000 sec): 67 clusters
  Score: Raw -223664505.505531 + Penalty 155142.624087 = -223509362.881444
  nChanged 21
Iteration 609Q (179827.470000 sec): 67 clusters
  Score: Raw -223664505.985068 + Penalty 155142.624087 = -223509363.360981
  nChanged 15
Iteration 610Q (180142.080000 sec): 67 clusters
  Score: Raw -223664506.397685 + Penalty 155142.624087 = -223509363.773598
  nChanged 8
Iteration 611Q (180456.480000 sec): 67 clusters
  Score: Raw -223664506.638781 + Penalty 155142.624087 = -223509364.014693
  nChanged 8
Iteration 612Q (180769.470000 sec): 67 clusters
  Score: Raw -223664506.830304 + Penalty 155142.624087 = -223509364.206217
  nChanged 2
Iteration 613Q (181081.650000 sec): 67 clusters
  Score: Raw -223664506.897234 + Penalty 155142.624087 = -223509364.273147
  nChanged 5
Iteration 614Q (181396.070000 sec): 67 clusters
  Score: Raw -223664507.014038 + Penalty 155142.624087 = -223509364.389951
  nChanged 2
Iteration 615Q (181708.850000 sec): 67 clusters
  Score: Raw -223664507.090062 + Penalty 155142.624087 = -223509364.465975
  nChanged 5
Iteration 616Q (182024.140000 sec): 67 clusters
  Score: Raw -223664507.315661 + Penalty 155142.624087 = -223509364.691574
  nChanged 8
Iteration 617Q (182338.550000 sec): 67 clusters
  Score: Raw -223664507.597427 + Penalty 155142.624087 = -223509364.973340
  nChanged 6
Iteration 618Q (182653.800000 sec): 67 clusters
  Score: Raw -223664507.707361 + Penalty 155142.624087 = -223509365.083273
  nChanged 6
Writing temp clu file 
Because OldScore, -223509364.973340, is greater than current (better) Score,-223509365.083273 
 Compute initial score before splitting:   Score: Raw -223664507.707361 + Penalty 155142.624087 = -223509365.083273
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (355802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182656.020000 sec): 2 clusters
  Score: Raw -42486271.330081 + Penalty 2077.096072 = -42484194.234008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182658.940000 sec): 3 clusters
  Score: Raw -42247896.514366 + Penalty 4154.192144 = -42243742.322222
  nChanged 173638
		SP:Iteration 1F (182661.770000 sec): 3 clusters
  Score: Raw -42352055.537386 + Penalty 4154.192144 = -42347901.345241
  nChanged 10636
		SP:Iteration 2Q (182664.720000 sec): 3 clusters
  Score: Raw -42354557.403262 + Penalty 4154.192144 = -42350403.211118
  nChanged 12622
		SP:Iteration 3Q (182667.650000 sec): 3 clusters
  Score: Raw -42358205.912526 + Penalty 4154.192144 = -42354051.720381
  nChanged 15295
		SP:Iteration 4Q (182670.600000 sec): 3 clusters
  Score: Raw -42363774.507731 + Penalty 4154.192144 = -42359620.315587
  nChanged 18375
		SP:Iteration 5F (182673.450000 sec): 3 clusters
  Score: Raw -42371774.426561 + Penalty 4154.192144 = -42367620.234417
  nChanged 21206
		SP:Iteration 6F (182676.330000 sec): 3 clusters
  Score: Raw -42382820.146218 + Penalty 4154.192144 = -42378665.954073
  nChanged 23389
		SP:Iteration 7F (182679.230000 sec): 3 clusters
  Score: Raw -42397234.280108 + Penalty 4154.192144 = -42393080.087963
  nChanged 24361
		SP:Iteration 8F (182682.130000 sec): 3 clusters
  Score: Raw -42414797.168073 + Penalty 4154.192144 = -42410642.975929
  nChanged 24016
		SP:Iteration 9F (182685.020000 sec): 3 clusters
  Score: Raw -42434367.632047 + Penalty 4154.192144 = -42430213.439902
  nChanged 21682
		SP:Iteration 10F (182687.860000 sec): 3 clusters
  Score: Raw -42453440.821496 + Penalty 4154.192144 = -42449286.629352
  nChanged 16353
		SP:Iteration 11Q (182690.750000 sec): 3 clusters
  Score: Raw -42468105.113474 + Penalty 4154.192144 = -42463950.921329
  nChanged 10471
		SP:Iteration 12Q (182693.440000 sec): 3 clusters
  Score: Raw -42477460.504855 + Penalty 4154.192144 = -42473306.312710
  nChanged 5716
		SP:Iteration 13Q (182695.970000 sec): 3 clusters
  Score: Raw -42482485.769228 + Penalty 4154.192144 = -42478331.577084
  nChanged 2695
		SP:Iteration 14Q (182698.460000 sec): 3 clusters
  Score: Raw -42484730.498274 + Penalty 4154.192144 = -42480576.306129
  nChanged 1190
		SP:Iteration 15Q (182700.910000 sec): 3 clusters
  Score: Raw -42485647.188004 + Penalty 4154.192144 = -42481492.995859
  nChanged 575
		SP:Iteration 16Q (182703.390000 sec): 3 clusters
  Score: Raw -42486066.155599 + Penalty 4154.192144 = -42481911.963455
  nChanged 308
		SP:Iteration 17Q (182705.860000 sec): 3 clusters
  Score: Raw -42486290.957878 + Penalty 4154.192144 = -42482136.765734
  nChanged 177
		SP:Iteration 18Q (182708.300000 sec): 3 clusters
  Score: Raw -42486390.343237 + Penalty 4154.192144 = -42482236.151093
  nChanged 95
		SP:Iteration 19Q (182710.790000 sec): 3 clusters
  Score: Raw -42486445.010755 + Penalty 4154.192144 = -42482290.818610
  nChanged 62
		SP:Iteration 20F (182713.600000 sec): 3 clusters
  Score: Raw -42486476.175502 + Penalty 4154.192144 = -42482321.983358
  nChanged 39
		SP:Iteration 21Q (182716.070000 sec): 3 clusters
  Score: Raw -42486497.032673 + Penalty 4154.192144 = -42482342.840528
  nChanged 33
		SP:Iteration 22Q (182718.490000 sec): 3 clusters
  Score: Raw -42486510.993162 + Penalty 4154.192144 = -42482356.801018
  nChanged 21
		SP:Iteration 23Q (182720.930000 sec): 3 clusters
  Score: Raw -42486519.468400 + Penalty 4154.192144 = -42482365.276256
  nChanged 17
		SP:Iteration 24Q (182723.360000 sec): 3 clusters
  Score: Raw -42486529.135316 + Penalty 4154.192144 = -42482374.943172
  nChanged 20
		SP:Iteration 25Q (182725.790000 sec): 3 clusters
  Score: Raw -42486539.817536 + Penalty 4154.192144 = -42482385.625391
  nChanged 18
		SP:Iteration 26Q (182728.260000 sec): 3 clusters
  Score: Raw -42486549.301393 + Penalty 4154.192144 = -42482395.109248
  nChanged 22
		SP:Iteration 27Q (182730.720000 sec): 3 clusters
  Score: Raw -42486558.268478 + Penalty 4154.192144 = -42482404.076334
  nChanged 16
		SP:Iteration 28Q (182733.150000 sec): 3 clusters
  Score: Raw -42486565.767102 + Penalty 4154.192144 = -42482411.574958
  nChanged 13
		SP:Iteration 29Q (182735.580000 sec): 3 clusters
  Score: Raw -42486572.639967 + Penalty 4154.192144 = -42482418.447823
  nChanged 16
		SP:Iteration 30Q (182738.070000 sec): 3 clusters
  Score: Raw -42486580.273112 + Penalty 4154.192144 = -42482426.080968
  nChanged 16
		SP:Iteration 31Q (182740.520000 sec): 3 clusters
  Score: Raw -42486586.856947 + Penalty 4154.192144 = -42482432.664802
  nChanged 10
		SP:Iteration 32Q (182742.960000 sec): 3 clusters
  Score: Raw -42486589.724886 + Penalty 4154.192144 = -42482435.532742
  nChanged 7
		SP:Iteration 33Q (182745.450000 sec): 3 clusters
  Score: Raw -42486592.239935 + Penalty 4154.192144 = -42482438.047791
  nChanged 7
		SP:Iteration 34Q (182747.910000 sec): 3 clusters
  Score: Raw -42486596.306170 + Penalty 4154.192144 = -42482442.114026
  nChanged 8
		SP:Iteration 35Q (182750.350000 sec): 3 clusters
  Score: Raw -42486601.272829 + Penalty 4154.192144 = -42482447.080684
  nChanged 10
		SP:Iteration 36Q (182752.820000 sec): 3 clusters
  Score: Raw -42486606.161669 + Penalty 4154.192144 = -42482451.969525
  nChanged 8
		SP:Iteration 37Q (182755.280000 sec): 3 clusters
  Score: Raw -42486609.843329 + Penalty 4154.192144 = -42482455.651185
  nChanged 7
		SP:Iteration 38Q (182757.720000 sec): 3 clusters
  Score: Raw -42486613.591572 + Penalty 4154.192144 = -42482459.399428
  nChanged 8
		SP:Iteration 39Q (182760.210000 sec): 3 clusters
  Score: Raw -42486617.347617 + Penalty 4154.192144 = -42482463.155472
  nChanged 9
		SP:Iteration 40F (182763.040000 sec): 3 clusters
  Score: Raw -42486621.753872 + Penalty 4154.192144 = -42482467.561727
  nChanged 5
		SP:Iteration 41Q (182765.510000 sec): 3 clusters
  Score: Raw -42486623.745455 + Penalty 4154.192144 = -42482469.553310
  nChanged 7
		SP:Iteration 42Q (182767.950000 sec): 3 clusters
  Score: Raw -42486626.920523 + Penalty 4154.192144 = -42482472.728379
  nChanged 4
		SP:Iteration 43Q (182770.380000 sec): 3 clusters
  Score: Raw -42486628.965670 + Penalty 4154.192144 = -42482474.773525
  nChanged 7
		SP:Iteration 44Q (182772.870000 sec): 3 clusters
  Score: Raw -42486631.208926 + Penalty 4154.192144 = -42482477.016782
  nChanged 5
		SP:Iteration 45Q (182775.330000 sec): 3 clusters
  Score: Raw -42486632.607611 + Penalty 4154.192144 = -42482478.415467
  nChanged 2
		SP:Iteration 46Q (182777.770000 sec): 3 clusters
  Score: Raw -42486633.423148 + Penalty 4154.192144 = -42482479.231004
  nChanged 2
		SP:Iteration 47Q (182780.250000 sec): 3 clusters
  Score: Raw -42486634.406070 + Penalty 4154.192144 = -42482480.213926
  nChanged 1
		SP:Iteration 48Q (182782.710000 sec): 3 clusters
  Score: Raw -42486634.697730 + Penalty 4154.192144 = -42482480.505586
  nChanged 0
		SP:Iteration 49F (182785.520000 sec): 3 clusters
  Score: Raw -42486634.697730 + Penalty 4154.192144 = -42482480.505586
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182785.760000 sec): 2 clusters
  Score: Raw -1294614.453219 + Penalty 1509.336873 = -1293105.116346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182785.940000 sec): 3 clusters
  Score: Raw -1288479.344038 + Penalty 3018.673746 = -1285460.670292
  nChanged 4720
		SP:Iteration 1F (182786.080000 sec): 3 clusters
  Score: Raw -1291158.754341 + Penalty 3018.673746 = -1288140.080595
  nChanged 702
		SP:Iteration 2F (182786.270000 sec): 3 clusters
  Score: Raw -1291515.335455 + Penalty 3018.673746 = -1288496.661709
  nChanged 608
		SP:Iteration 3F (182786.410000 sec): 3 clusters
  Score: Raw -1291833.202570 + Penalty 3018.673746 = -1288814.528824
  nChanged 551
		SP:Iteration 4F (182786.580000 sec): 3 clusters
  Score: Raw -1292138.145052 + Penalty 3018.673746 = -1289119.471306
  nChanged 511
		SP:Iteration 5Q (182786.730000 sec): 3 clusters
  Score: Raw -1292427.935485 + Penalty 3018.673746 = -1289409.261739
  nChanged 489
		SP:Iteration 6Q (182786.880000 sec): 3 clusters
  Score: Raw -1292679.868249 + Penalty 3018.673746 = -1289661.194503
  nChanged 449
		SP:Iteration 7Q (182787.070000 sec): 3 clusters
  Score: Raw -1292913.380455 + Penalty 3018.673746 = -1289894.706709
  nChanged 439
		SP:Iteration 8Q (182787.220000 sec): 3 clusters
  Score: Raw -1293139.323909 + Penalty 3018.673746 = -1290120.650163
  nChanged 417
		SP:Iteration 9Q (182787.390000 sec): 3 clusters
  Score: Raw -1293369.333939 + Penalty 3018.673746 = -1290350.660193
  nChanged 385
		SP:Iteration 10Q (182787.540000 sec): 3 clusters
  Score: Raw -1293586.670797 + Penalty 3018.673746 = -1290567.997051
  nChanged 375
		SP:Iteration 11Q (182787.700000 sec): 3 clusters
  Score: Raw -1293781.795202 + Penalty 3018.673746 = -1290763.121456
  nChanged 316
		SP:Iteration 12Q (182787.860000 sec): 3 clusters
  Score: Raw -1293944.961191 + Penalty 3018.673746 = -1290926.287445
  nChanged 277
		SP:Iteration 13Q (182788.000000 sec): 3 clusters
  Score: Raw -1294114.247738 + Penalty 3018.673746 = -1291095.573992
  nChanged 244
		SP:Iteration 14Q (182788.180000 sec): 3 clusters
  Score: Raw -1294255.390766 + Penalty 3018.673746 = -1291236.717020
  nChanged 209
		SP:Iteration 15Q (182788.330000 sec): 3 clusters
  Score: Raw -1294379.400153 + Penalty 3018.673746 = -1291360.726407
  nChanged 188
		SP:Iteration 16Q (182788.480000 sec): 3 clusters
  Score: Raw -1294488.765114 + Penalty 3018.673746 = -1291470.091368
  nChanged 172
		SP:Iteration 17Q (182788.660000 sec): 3 clusters
  Score: Raw -1294590.919435 + Penalty 3018.673746 = -1291572.245689
  nChanged 166
		SP:Iteration 18Q (182788.800000 sec): 3 clusters
  Score: Raw -1294676.123961 + Penalty 3018.673746 = -1291657.450215
  nChanged 121
		SP:Iteration 19Q (182788.960000 sec): 3 clusters
  Score: Raw -1294727.179737 + Penalty 3018.673746 = -1291708.505991
  nChanged 119
		SP:Iteration 20F (182789.140000 sec): 3 clusters
  Score: Raw -1294777.536818 + Penalty 3018.673746 = -1291758.863072
  nChanged 103
		SP:Iteration 21Q (182789.270000 sec): 3 clusters
  Score: Raw -1294821.070666 + Penalty 3018.673746 = -1291802.396920
  nChanged 95
		SP:Iteration 22Q (182789.430000 sec): 3 clusters
  Score: Raw -1294858.865957 + Penalty 3018.673746 = -1291840.192211
  nChanged 90
		SP:Iteration 23Q (182789.580000 sec): 3 clusters
  Score: Raw -1294891.894734 + Penalty 3018.673746 = -1291873.220988
  nChanged 88
		SP:Iteration 24Q (182789.720000 sec): 3 clusters
  Score: Raw -1294919.161662 + Penalty 3018.673746 = -1291900.487916
  nChanged 74
		SP:Iteration 25Q (182789.900000 sec): 3 clusters
  Score: Raw -1294942.656785 + Penalty 3018.673746 = -1291923.983040
  nChanged 64
		SP:Iteration 26Q (182790.040000 sec): 3 clusters
  Score: Raw -1294960.509344 + Penalty 3018.673746 = -1291941.835598
  nChanged 52
		SP:Iteration 27Q (182790.190000 sec): 3 clusters
  Score: Raw -1294975.666223 + Penalty 3018.673746 = -1291956.992477
  nChanged 62
		SP:Iteration 28Q (182790.360000 sec): 3 clusters
  Score: Raw -1294993.299457 + Penalty 3018.673746 = -1291974.625711
  nChanged 51
		SP:Iteration 29Q (182790.500000 sec): 3 clusters
  Score: Raw -1295007.760842 + Penalty 3018.673746 = -1291989.087096
  nChanged 54
		SP:Iteration 30Q (182790.660000 sec): 3 clusters
  Score: Raw -1295023.061443 + Penalty 3018.673746 = -1292004.387697
  nChanged 57
		SP:Iteration 31Q (182790.830000 sec): 3 clusters
  Score: Raw -1295041.024516 + Penalty 3018.673746 = -1292022.350770
  nChanged 48
		SP:Iteration 32Q (182790.960000 sec): 3 clusters
  Score: Raw -1295055.349779 + Penalty 3018.673746 = -1292036.676033
  nChanged 41
		SP:Iteration 33Q (182791.120000 sec): 3 clusters
  Score: Raw -1295070.282974 + Penalty 3018.673746 = -1292051.609228
  nChanged 39
		SP:Iteration 34Q (182791.290000 sec): 3 clusters
  Score: Raw -1295080.905095 + Penalty 3018.673746 = -1292062.231349
  nChanged 29
		SP:Iteration 35Q (182791.430000 sec): 3 clusters
  Score: Raw -1295089.992209 + Penalty 3018.673746 = -1292071.318463
  nChanged 32
		SP:Iteration 36Q (182791.580000 sec): 3 clusters
  Score: Raw -1295098.858671 + Penalty 3018.673746 = -1292080.184925
  nChanged 29
		SP:Iteration 37Q (182791.730000 sec): 3 clusters
  Score: Raw -1295105.100857 + Penalty 3018.673746 = -1292086.427111
  nChanged 18
		SP:Iteration 38Q (182791.870000 sec): 3 clusters
  Score: Raw -1295109.096083 + Penalty 3018.673746 = -1292090.422337
  nChanged 22
		SP:Iteration 39Q (182792.040000 sec): 3 clusters
  Score: Raw -1295114.177288 + Penalty 3018.673746 = -1292095.503542
  nChanged 22
		SP:Iteration 40F (182792.200000 sec): 3 clusters
  Score: Raw -1295118.488501 + Penalty 3018.673746 = -1292099.814755
  nChanged 15
		SP:Iteration 41Q (182792.340000 sec): 3 clusters
  Score: Raw -1295120.976225 + Penalty 3018.673746 = -1292102.302479
  nChanged 17
		SP:Iteration 42Q (182792.510000 sec): 3 clusters
  Score: Raw -1295124.267957 + Penalty 3018.673746 = -1292105.594211
  nChanged 12
		SP:Iteration 43Q (182792.660000 sec): 3 clusters
  Score: Raw -1295127.147637 + Penalty 3018.673746 = -1292108.473891
  nChanged 16
		SP:Iteration 44Q (182792.800000 sec): 3 clusters
  Score: Raw -1295131.226982 + Penalty 3018.673746 = -1292112.553236
  nChanged 13
		SP:Iteration 45Q (182792.970000 sec): 3 clusters
  Score: Raw -1295133.115682 + Penalty 3018.673746 = -1292114.441936
  nChanged 14
		SP:Iteration 46Q (182793.120000 sec): 3 clusters
  Score: Raw -1295135.851974 + Penalty 3018.673746 = -1292117.178228
  nChanged 10
		SP:Iteration 47Q (182793.260000 sec): 3 clusters
  Score: Raw -1295137.373964 + Penalty 3018.673746 = -1292118.700218
  nChanged 8
		SP:Iteration 48Q (182793.430000 sec): 3 clusters
  Score: Raw -1295139.002342 + Penalty 3018.673746 = -1292120.328596
  nChanged 8
		SP:Iteration 49Q (182793.650000 sec): 3 clusters
  Score: Raw -1295140.283794 + Penalty 3018.673746 = -1292121.610048
  nChanged 6
		SP:Iteration 50Q (182793.800000 sec): 3 clusters
  Score: Raw -1295141.354281 + Penalty 3018.673746 = -1292122.680535
  nChanged 6
		SP:Iteration 51Q (182793.930000 sec): 3 clusters
  Score: Raw -1295142.247188 + Penalty 3018.673746 = -1292123.573442
  nChanged 3
		SP:Iteration 52Q (182794.070000 sec): 3 clusters
  Score: Raw -1295142.954836 + Penalty 3018.673746 = -1292124.281091
  nChanged 4
		SP:Iteration 53Q (182794.240000 sec): 3 clusters
  Score: Raw -1295143.914195 + Penalty 3018.673746 = -1292125.240449
  nChanged 7
		SP:Iteration 54Q (182794.380000 sec): 3 clusters
  Score: Raw -1295145.283654 + Penalty 3018.673746 = -1292126.609908
  nChanged 10
		SP:Iteration 55Q (182794.530000 sec): 3 clusters
  Score: Raw -1295147.218414 + Penalty 3018.673746 = -1292128.544668
  nChanged 12
		SP:Iteration 56Q (182794.700000 sec): 3 clusters
  Score: Raw -1295149.490624 + Penalty 3018.673746 = -1292130.816878
  nChanged 9
		SP:Iteration 57Q (182794.840000 sec): 3 clusters
  Score: Raw -1295151.655435 + Penalty 3018.673746 = -1292132.981689
  nChanged 9
		SP:Iteration 58Q (182794.990000 sec): 3 clusters
  Score: Raw -1295153.526326 + Penalty 3018.673746 = -1292134.852580
  nChanged 5
		SP:Iteration 59Q (182795.160000 sec): 3 clusters
  Score: Raw -1295154.457861 + Penalty 3018.673746 = -1292135.784115
  nChanged 6
		SP:Iteration 60F (182795.320000 sec): 3 clusters
  Score: Raw -1295155.598177 + Penalty 3018.673746 = -1292136.924431
  nChanged 4
		SP:Iteration 61Q (182795.460000 sec): 3 clusters
  Score: Raw -1295156.188428 + Penalty 3018.673746 = -1292137.514682
  nChanged 1
		SP:Iteration 62Q (182795.640000 sec): 3 clusters
  Score: Raw -1295156.423859 + Penalty 3018.673746 = -1292137.750113
  nChanged 2
		SP:Iteration 63Q (182795.780000 sec): 3 clusters
  Score: Raw -1295156.602571 + Penalty 3018.673746 = -1292137.928825
  nChanged 0
		SP:Iteration 64F (182795.940000 sec): 3 clusters
  Score: Raw -1295156.602571 + Penalty 3018.673746 = -1292137.928825
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182796.070000 sec): 2 clusters
  Score: Raw -929474.107622 + Penalty 1439.784996 = -928034.322626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182796.210000 sec): 3 clusters
  Score: Raw -925590.221497 + Penalty 2879.569992 = -922710.651505
  nChanged 2965
		SP:Iteration 1F (182796.320000 sec): 3 clusters
  Score: Raw -927163.618719 + Penalty 2879.569992 = -924284.048727
  nChanged 404
		SP:Iteration 2F (182796.430000 sec): 3 clusters
  Score: Raw -927322.960680 + Penalty 2879.569992 = -924443.390689
  nChanged 309
		SP:Iteration 3Q (182796.540000 sec): 3 clusters
  Score: Raw -927434.603921 + Penalty 2879.569992 = -924555.033929
  nChanged 212
		SP:Iteration 4Q (182796.640000 sec): 3 clusters
  Score: Raw -927501.267840 + Penalty 2879.569992 = -924621.697848
  nChanged 156
		SP:Iteration 5Q (182796.750000 sec): 3 clusters
  Score: Raw -927540.955347 + Penalty 2879.569992 = -924661.385355
  nChanged 117
		SP:Iteration 6Q (182796.860000 sec): 3 clusters
  Score: Raw -927574.607119 + Penalty 2879.569992 = -924695.037128
  nChanged 114
		SP:Iteration 7Q (182796.970000 sec): 3 clusters
  Score: Raw -927603.404506 + Penalty 2879.569992 = -924723.834514
  nChanged 112
		SP:Iteration 8Q (182797.080000 sec): 3 clusters
  Score: Raw -927629.148886 + Penalty 2879.569992 = -924749.578894
  nChanged 99
		SP:Iteration 9Q (182797.200000 sec): 3 clusters
  Score: Raw -927649.170003 + Penalty 2879.569992 = -924769.600012
  nChanged 72
		SP:Iteration 10Q (182797.320000 sec): 3 clusters
  Score: Raw -927664.588931 + Penalty 2879.569992 = -924785.018940
  nChanged 64
		SP:Iteration 11Q (182797.450000 sec): 3 clusters
  Score: Raw -927678.599862 + Penalty 2879.569992 = -924799.029870
  nChanged 60
		SP:Iteration 12Q (182797.570000 sec): 3 clusters
  Score: Raw -927689.313655 + Penalty 2879.569992 = -924809.743663
  nChanged 51
		SP:Iteration 13Q (182797.690000 sec): 3 clusters
  Score: Raw -927698.774386 + Penalty 2879.569992 = -924819.204394
  nChanged 44
		SP:Iteration 14Q (182797.810000 sec): 3 clusters
  Score: Raw -927706.352320 + Penalty 2879.569992 = -924826.782328
  nChanged 49
		SP:Iteration 15Q (182797.930000 sec): 3 clusters
  Score: Raw -927715.691145 + Penalty 2879.569992 = -924836.121154
  nChanged 42
		SP:Iteration 16Q (182798.060000 sec): 3 clusters
  Score: Raw -927723.840904 + Penalty 2879.569992 = -924844.270913
  nChanged 44
		SP:Iteration 17Q (182798.180000 sec): 3 clusters
  Score: Raw -927732.806037 + Penalty 2879.569992 = -924853.236046
  nChanged 39
		SP:Iteration 18Q (182798.300000 sec): 3 clusters
  Score: Raw -927740.950072 + Penalty 2879.569992 = -924861.380080
  nChanged 53
		SP:Iteration 19Q (182798.420000 sec): 3 clusters
  Score: Raw -927754.190461 + Penalty 2879.569992 = -924874.620469
  nChanged 64
		SP:Iteration 20F (182798.540000 sec): 3 clusters
  Score: Raw -927771.581897 + Penalty 2879.569992 = -924892.011905
  nChanged 80
		SP:Iteration 21Q (182798.660000 sec): 3 clusters
  Score: Raw -927794.079995 + Penalty 2879.569992 = -924914.510003
  nChanged 96
		SP:Iteration 22Q (182798.790000 sec): 3 clusters
  Score: Raw -927819.220920 + Penalty 2879.569992 = -924939.650928
  nChanged 97
		SP:Iteration 23Q (182798.910000 sec): 3 clusters
  Score: Raw -927849.738141 + Penalty 2879.569992 = -924970.168150
  nChanged 122
		SP:Iteration 24Q (182799.030000 sec): 3 clusters
  Score: Raw -927897.875936 + Penalty 2879.569992 = -925018.305944
  nChanged 130
		SP:Iteration 25Q (182799.160000 sec): 3 clusters
  Score: Raw -927947.721014 + Penalty 2879.569992 = -925068.151022
  nChanged 132
		SP:Iteration 26Q (182799.280000 sec): 3 clusters
  Score: Raw -928006.087558 + Penalty 2879.569992 = -925126.517566
  nChanged 170
		SP:Iteration 27Q (182799.400000 sec): 3 clusters
  Score: Raw -928092.411952 + Penalty 2879.569992 = -925212.841960
  nChanged 191
		SP:Iteration 28Q (182799.520000 sec): 3 clusters
  Score: Raw -928191.624077 + Penalty 2879.569992 = -925312.054085
  nChanged 208
		SP:Iteration 29Q (182799.640000 sec): 3 clusters
  Score: Raw -928306.469112 + Penalty 2879.569992 = -925426.899120
  nChanged 197
		SP:Iteration 30Q (182799.760000 sec): 3 clusters
  Score: Raw -928425.283570 + Penalty 2879.569992 = -925545.713579
  nChanged 204
		SP:Iteration 31Q (182799.880000 sec): 3 clusters
  Score: Raw -928563.253922 + Penalty 2879.569992 = -925683.683931
  nChanged 198
		SP:Iteration 32Q (182800.000000 sec): 3 clusters
  Score: Raw -928685.062596 + Penalty 2879.569992 = -925805.492605
  nChanged 170
		SP:Iteration 33Q (182800.120000 sec): 3 clusters
  Score: Raw -928779.137312 + Penalty 2879.569992 = -925899.567320
  nChanged 136
		SP:Iteration 34Q (182800.240000 sec): 3 clusters
  Score: Raw -928842.494291 + Penalty 2879.569992 = -925962.924300
  nChanged 94
		SP:Iteration 35Q (182800.360000 sec): 3 clusters
  Score: Raw -928886.215281 + Penalty 2879.569992 = -926006.645289
  nChanged 90
		SP:Iteration 36Q (182800.480000 sec): 3 clusters
  Score: Raw -928926.075679 + Penalty 2879.569992 = -926046.505687
  nChanged 82
		SP:Iteration 37Q (182800.590000 sec): 3 clusters
  Score: Raw -928957.207823 + Penalty 2879.569992 = -926077.637831
  nChanged 57
		SP:Iteration 38Q (182800.700000 sec): 3 clusters
  Score: Raw -928976.729220 + Penalty 2879.569992 = -926097.159228
  nChanged 49
		SP:Iteration 39Q (182800.820000 sec): 3 clusters
  Score: Raw -928996.047254 + Penalty 2879.569992 = -926116.477263
  nChanged 41
		SP:Iteration 40F (182800.940000 sec): 3 clusters
  Score: Raw -929010.211153 + Penalty 2879.569992 = -926130.641161
  nChanged 41
		SP:Iteration 41Q (182801.060000 sec): 3 clusters
  Score: Raw -929023.739324 + Penalty 2879.569992 = -926144.169332
  nChanged 38
		SP:Iteration 42Q (182801.170000 sec): 3 clusters
  Score: Raw -929033.351751 + Penalty 2879.569992 = -926153.781759
  nChanged 24
		SP:Iteration 43Q (182801.290000 sec): 3 clusters
  Score: Raw -929040.442753 + Penalty 2879.569992 = -926160.872762
  nChanged 28
		SP:Iteration 44Q (182801.400000 sec): 3 clusters
  Score: Raw -929048.830463 + Penalty 2879.569992 = -926169.260471
  nChanged 21
		SP:Iteration 45Q (182801.520000 sec): 3 clusters
  Score: Raw -929055.542987 + Penalty 2879.569992 = -926175.972995
  nChanged 22
		SP:Iteration 46Q (182801.630000 sec): 3 clusters
  Score: Raw -929061.885373 + Penalty 2879.569992 = -926182.315381
  nChanged 31
		SP:Iteration 47Q (182801.740000 sec): 3 clusters
  Score: Raw -929073.366492 + Penalty 2879.569992 = -926193.796500
  nChanged 37
		SP:Iteration 48Q (182801.860000 sec): 3 clusters
  Score: Raw -929090.382615 + Penalty 2879.569992 = -926210.812623
  nChanged 34
		SP:Iteration 49Q (182801.970000 sec): 3 clusters
  Score: Raw -929103.223669 + Penalty 2879.569992 = -926223.653678
  nChanged 32
		SP:Iteration 50Q (182802.090000 sec): 3 clusters
  Score: Raw -929115.669939 + Penalty 2879.569992 = -926236.099947
  nChanged 43
		SP:Iteration 51Q (182802.200000 sec): 3 clusters
  Score: Raw -929133.489476 + Penalty 2879.569992 = -926253.919484
  nChanged 45
		SP:Iteration 52Q (182802.320000 sec): 3 clusters
  Score: Raw -929154.178293 + Penalty 2879.569992 = -926274.608301
  nChanged 44
		SP:Iteration 53Q (182802.430000 sec): 3 clusters
  Score: Raw -929175.022474 + Penalty 2879.569992 = -926295.452482
  nChanged 48
		SP:Iteration 54Q (182802.550000 sec): 3 clusters
  Score: Raw -929195.160499 + Penalty 2879.569992 = -926315.590507
  nChanged 39
		SP:Iteration 55Q (182802.660000 sec): 3 clusters
  Score: Raw -929210.876360 + Penalty 2879.569992 = -926331.306369
  nChanged 37
		SP:Iteration 56Q (182802.780000 sec): 3 clusters
  Score: Raw -929225.424512 + Penalty 2879.569992 = -926345.854520
  nChanged 35
		SP:Iteration 57Q (182802.890000 sec): 3 clusters
  Score: Raw -929241.717514 + Penalty 2879.569992 = -926362.147522
  nChanged 43
		SP:Iteration 58Q (182803.000000 sec): 3 clusters
  Score: Raw -929260.931861 + Penalty 2879.569992 = -926381.361870
  nChanged 40
		SP:Iteration 59Q (182803.120000 sec): 3 clusters
  Score: Raw -929282.332447 + Penalty 2879.569992 = -926402.762456
  nChanged 35
		SP:Iteration 60F (182803.240000 sec): 3 clusters
  Score: Raw -929299.797428 + Penalty 2879.569992 = -926420.227436
  nChanged 45
		SP:Iteration 61Q (182803.350000 sec): 3 clusters
  Score: Raw -929322.305025 + Penalty 2879.569992 = -926442.735034
  nChanged 35
		SP:Iteration 62Q (182803.470000 sec): 3 clusters
  Score: Raw -929341.458693 + Penalty 2879.569992 = -926461.888702
  nChanged 35
		SP:Iteration 63Q (182803.580000 sec): 3 clusters
  Score: Raw -929364.096627 + Penalty 2879.569992 = -926484.526636
  nChanged 39
		SP:Iteration 64Q (182803.700000 sec): 3 clusters
  Score: Raw -929389.627941 + Penalty 2879.569992 = -926510.057949
  nChanged 41
		SP:Iteration 65Q (182803.810000 sec): 3 clusters
  Score: Raw -929414.975965 + Penalty 2879.569992 = -926535.405974
  nChanged 35
		SP:Iteration 66Q (182803.930000 sec): 3 clusters
  Score: Raw -929435.519113 + Penalty 2879.569992 = -926555.949121
  nChanged 36
		SP:Iteration 67Q (182804.040000 sec): 3 clusters
  Score: Raw -929457.724595 + Penalty 2879.569992 = -926578.154604
  nChanged 27
		SP:Iteration 68Q (182804.150000 sec): 3 clusters
  Score: Raw -929472.605741 + Penalty 2879.569992 = -926593.035749
  nChanged 27
		SP:Iteration 69Q (182804.270000 sec): 3 clusters
  Score: Raw -929487.077299 + Penalty 2879.569992 = -926607.507307
  nChanged 13
		SP:Iteration 70Q (182804.380000 sec): 3 clusters
  Score: Raw -929494.635560 + Penalty 2879.569992 = -926615.065568
  nChanged 15
		SP:Iteration 71Q (182804.490000 sec): 3 clusters
  Score: Raw -929504.439297 + Penalty 2879.569992 = -926624.869305
  nChanged 14
		SP:Iteration 72Q (182804.610000 sec): 3 clusters
  Score: Raw -929511.176673 + Penalty 2879.569992 = -926631.606681
  nChanged 10
		SP:Iteration 73Q (182804.720000 sec): 3 clusters
  Score: Raw -929516.007684 + Penalty 2879.569992 = -926636.437692
  nChanged 10
		SP:Iteration 74Q (182804.830000 sec): 3 clusters
  Score: Raw -929521.262144 + Penalty 2879.569992 = -926641.692152
  nChanged 9
		SP:Iteration 75Q (182804.950000 sec): 3 clusters
  Score: Raw -929527.807558 + Penalty 2879.569992 = -926648.237566
  nChanged 11
		SP:Iteration 76Q (182805.060000 sec): 3 clusters
  Score: Raw -929534.471166 + Penalty 2879.569992 = -926654.901174
  nChanged 7
		SP:Iteration 77Q (182805.170000 sec): 3 clusters
  Score: Raw -929538.479242 + Penalty 2879.569992 = -926658.909251
  nChanged 8
		SP:Iteration 78Q (182805.290000 sec): 3 clusters
  Score: Raw -929542.745312 + Penalty 2879.569992 = -926663.175321
  nChanged 6
		SP:Iteration 79Q (182805.400000 sec): 3 clusters
  Score: Raw -929546.664651 + Penalty 2879.569992 = -926667.094659
  nChanged 5
		SP:Iteration 80F (182805.520000 sec): 3 clusters
  Score: Raw -929549.644622 + Penalty 2879.569992 = -926670.074630
  nChanged 6
		SP:Iteration 81Q (182805.630000 sec): 3 clusters
  Score: Raw -929552.344585 + Penalty 2879.569992 = -926672.774594
  nChanged 3
		SP:Iteration 82Q (182805.750000 sec): 3 clusters
  Score: Raw -929553.489146 + Penalty 2879.569992 = -926673.919154
  nChanged 2
		SP:Iteration 83Q (182805.860000 sec): 3 clusters
  Score: Raw -929554.378149 + Penalty 2879.569992 = -926674.808158
  nChanged 2
		SP:Iteration 84Q (182805.970000 sec): 3 clusters
  Score: Raw -929555.131038 + Penalty 2879.569992 = -926675.561046
  nChanged 4
		SP:Iteration 85Q (182806.090000 sec): 3 clusters
  Score: Raw -929556.756625 + Penalty 2879.569992 = -926677.186633
  nChanged 1
		SP:Iteration 86Q (182806.200000 sec): 3 clusters
  Score: Raw -929557.122129 + Penalty 2879.569992 = -926677.552138
  nChanged 0
		SP:Iteration 87F (182806.320000 sec): 3 clusters
  Score: Raw -929557.122129 + Penalty 2879.569992 = -926677.552138
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182806.450000 sec): 2 clusters
  Score: Raw -1067452.328053 + Penalty 1477.487746 = -1065974.840307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182806.580000 sec): 3 clusters
  Score: Raw -1062553.423141 + Penalty 2954.975492 = -1059598.447649
  nChanged 3786
		SP:Iteration 1F (182806.720000 sec): 3 clusters
  Score: Raw -1064893.164781 + Penalty 2954.975492 = -1061938.189289
  nChanged 732
		SP:Iteration 2F (182806.850000 sec): 3 clusters
  Score: Raw -1065477.640007 + Penalty 2954.975492 = -1062522.664515
  nChanged 697
		SP:Iteration 3F (182806.990000 sec): 3 clusters
  Score: Raw -1066072.580356 + Penalty 2954.975492 = -1063117.604864
  nChanged 651
		SP:Iteration 4F (182807.120000 sec): 3 clusters
  Score: Raw -1066519.137700 + Penalty 2954.975492 = -1063564.162207
  nChanged 497
		SP:Iteration 5F (182807.250000 sec): 3 clusters
  Score: Raw -1066811.799816 + Penalty 2954.975492 = -1063856.824324
  nChanged 352
		SP:Iteration 6Q (182807.380000 sec): 3 clusters
  Score: Raw -1066997.884743 + Penalty 2954.975492 = -1064042.909250
  nChanged 269
		SP:Iteration 7Q (182807.520000 sec): 3 clusters
  Score: Raw -1067114.895393 + Penalty 2954.975492 = -1064159.919901
  nChanged 218
		SP:Iteration 8Q (182807.650000 sec): 3 clusters
  Score: Raw -1067200.203549 + Penalty 2954.975492 = -1064245.228057
  nChanged 187
		SP:Iteration 9Q (182807.790000 sec): 3 clusters
  Score: Raw -1067275.025894 + Penalty 2954.975492 = -1064320.050402
  nChanged 181
		SP:Iteration 10Q (182807.920000 sec): 3 clusters
  Score: Raw -1067349.784975 + Penalty 2954.975492 = -1064394.809483
  nChanged 161
		SP:Iteration 11Q (182808.050000 sec): 3 clusters
  Score: Raw -1067413.540559 + Penalty 2954.975492 = -1064458.565067
  nChanged 131
		SP:Iteration 12Q (182808.180000 sec): 3 clusters
  Score: Raw -1067457.271863 + Penalty 2954.975492 = -1064502.296371
  nChanged 113
		SP:Iteration 13Q (182808.340000 sec): 3 clusters
  Score: Raw -1067495.905117 + Penalty 2954.975492 = -1064540.929625
  nChanged 114
		SP:Iteration 14Q (182808.500000 sec): 3 clusters
  Score: Raw -1067536.609804 + Penalty 2954.975492 = -1064581.634312
  nChanged 124
		SP:Iteration 15Q (182808.660000 sec): 3 clusters
  Score: Raw -1067579.905765 + Penalty 2954.975492 = -1064624.930273
  nChanged 110
		SP:Iteration 16Q (182808.800000 sec): 3 clusters
  Score: Raw -1067619.784830 + Penalty 2954.975492 = -1064664.809338
  nChanged 108
		SP:Iteration 17Q (182808.920000 sec): 3 clusters
  Score: Raw -1067654.366213 + Penalty 2954.975492 = -1064699.390721
  nChanged 95
		SP:Iteration 18Q (182809.040000 sec): 3 clusters
  Score: Raw -1067686.339223 + Penalty 2954.975492 = -1064731.363730
  nChanged 93
		SP:Iteration 19Q (182809.190000 sec): 3 clusters
  Score: Raw -1067716.261595 + Penalty 2954.975492 = -1064761.286103
  nChanged 82
		SP:Iteration 20F (182809.340000 sec): 3 clusters
  Score: Raw -1067744.394948 + Penalty 2954.975492 = -1064789.419456
  nChanged 89
		SP:Iteration 21Q (182809.490000 sec): 3 clusters
  Score: Raw -1067771.199715 + Penalty 2954.975492 = -1064816.224223
  nChanged 74
		SP:Iteration 22Q (182809.620000 sec): 3 clusters
  Score: Raw -1067790.647967 + Penalty 2954.975492 = -1064835.672475
  nChanged 62
		SP:Iteration 23Q (182809.750000 sec): 3 clusters
  Score: Raw -1067806.870058 + Penalty 2954.975492 = -1064851.894566
  nChanged 58
		SP:Iteration 24Q (182809.870000 sec): 3 clusters
  Score: Raw -1067822.088489 + Penalty 2954.975492 = -1064867.112997
  nChanged 51
		SP:Iteration 25Q (182810.000000 sec): 3 clusters
  Score: Raw -1067837.517151 + Penalty 2954.975492 = -1064882.541659
  nChanged 62
		SP:Iteration 26Q (182810.140000 sec): 3 clusters
  Score: Raw -1067854.019283 + Penalty 2954.975492 = -1064899.043791
  nChanged 54
		SP:Iteration 27Q (182810.290000 sec): 3 clusters
  Score: Raw -1067870.151252 + Penalty 2954.975492 = -1064915.175760
  nChanged 46
		SP:Iteration 28Q (182810.440000 sec): 3 clusters
  Score: Raw -1067884.007833 + Penalty 2954.975492 = -1064929.032341
  nChanged 54
		SP:Iteration 29Q (182810.580000 sec): 3 clusters
  Score: Raw -1067898.511207 + Penalty 2954.975492 = -1064943.535715
  nChanged 40
		SP:Iteration 30Q (182810.710000 sec): 3 clusters
  Score: Raw -1067910.399659 + Penalty 2954.975492 = -1064955.424167
  nChanged 41
		SP:Iteration 31Q (182810.830000 sec): 3 clusters
  Score: Raw -1067922.394798 + Penalty 2954.975492 = -1064967.419305
  nChanged 37
		SP:Iteration 32Q (182810.960000 sec): 3 clusters
  Score: Raw -1067934.532599 + Penalty 2954.975492 = -1064979.557107
  nChanged 37
		SP:Iteration 33Q (182811.120000 sec): 3 clusters
  Score: Raw -1067944.107234 + Penalty 2954.975492 = -1064989.131741
  nChanged 37
		SP:Iteration 34Q (182811.270000 sec): 3 clusters
  Score: Raw -1067954.046960 + Penalty 2954.975492 = -1064999.071468
  nChanged 40
		SP:Iteration 35Q (182811.430000 sec): 3 clusters
  Score: Raw -1067963.945986 + Penalty 2954.975492 = -1065008.970494
  nChanged 25
		SP:Iteration 36Q (182811.560000 sec): 3 clusters
  Score: Raw -1067969.611514 + Penalty 2954.975492 = -1065014.636022
  nChanged 24
		SP:Iteration 37Q (182811.680000 sec): 3 clusters
  Score: Raw -1067975.681761 + Penalty 2954.975492 = -1065020.706269
  nChanged 26
		SP:Iteration 38Q (182811.800000 sec): 3 clusters
  Score: Raw -1067981.871075 + Penalty 2954.975492 = -1065026.895583
  nChanged 22
		SP:Iteration 39Q (182811.930000 sec): 3 clusters
  Score: Raw -1067987.035409 + Penalty 2954.975492 = -1065032.059917
  nChanged 23
		SP:Iteration 40F (182812.080000 sec): 3 clusters
  Score: Raw -1067991.984224 + Penalty 2954.975492 = -1065037.008732
  nChanged 23
		SP:Iteration 41Q (182812.230000 sec): 3 clusters
  Score: Raw -1067997.018327 + Penalty 2954.975492 = -1065042.042835
  nChanged 19
		SP:Iteration 42Q (182812.380000 sec): 3 clusters
  Score: Raw -1068001.793502 + Penalty 2954.975492 = -1065046.818010
  nChanged 14
		SP:Iteration 43Q (182812.510000 sec): 3 clusters
  Score: Raw -1068004.228629 + Penalty 2954.975492 = -1065049.253137
  nChanged 5
		SP:Iteration 44Q (182812.630000 sec): 3 clusters
  Score: Raw -1068005.200025 + Penalty 2954.975492 = -1065050.224532
  nChanged 5
		SP:Iteration 45Q (182812.750000 sec): 3 clusters
  Score: Raw -1068006.065553 + Penalty 2954.975492 = -1065051.090061
  nChanged 5
		SP:Iteration 46Q (182812.880000 sec): 3 clusters
  Score: Raw -1068007.238154 + Penalty 2954.975492 = -1065052.262661
  nChanged 10
		SP:Iteration 47Q (182813.040000 sec): 3 clusters
  Score: Raw -1068010.840479 + Penalty 2954.975492 = -1065055.864987
  nChanged 13
		SP:Iteration 48Q (182813.190000 sec): 3 clusters
  Score: Raw -1068014.144054 + Penalty 2954.975492 = -1065059.168562
  nChanged 9
		SP:Iteration 49Q (182813.350000 sec): 3 clusters
  Score: Raw -1068016.490565 + Penalty 2954.975492 = -1065061.515072
  nChanged 12
		SP:Iteration 50Q (182813.510000 sec): 3 clusters
  Score: Raw -1068019.370716 + Penalty 2954.975492 = -1065064.395224
  nChanged 15
		SP:Iteration 51Q (182813.650000 sec): 3 clusters
  Score: Raw -1068023.843167 + Penalty 2954.975492 = -1065068.867675
  nChanged 20
		SP:Iteration 52Q (182813.770000 sec): 3 clusters
  Score: Raw -1068028.170672 + Penalty 2954.975492 = -1065073.195180
  nChanged 13
		SP:Iteration 53Q (182813.890000 sec): 3 clusters
  Score: Raw -1068031.188371 + Penalty 2954.975492 = -1065076.212879
  nChanged 13
		SP:Iteration 54Q (182814.030000 sec): 3 clusters
  Score: Raw -1068034.467986 + Penalty 2954.975492 = -1065079.492494
  nChanged 13
		SP:Iteration 55Q (182814.190000 sec): 3 clusters
  Score: Raw -1068037.961575 + Penalty 2954.975492 = -1065082.986083
  nChanged 13
		SP:Iteration 56Q (182814.330000 sec): 3 clusters
  Score: Raw -1068040.442986 + Penalty 2954.975492 = -1065085.467494
  nChanged 4
		SP:Iteration 57Q (182814.490000 sec): 3 clusters
  Score: Raw -1068041.208062 + Penalty 2954.975492 = -1065086.232570
  nChanged 5
		SP:Iteration 58Q (182814.610000 sec): 3 clusters
  Score: Raw -1068042.324710 + Penalty 2954.975492 = -1065087.349218
  nChanged 4
		SP:Iteration 59Q (182814.730000 sec): 3 clusters
  Score: Raw -1068043.476970 + Penalty 2954.975492 = -1065088.501478
  nChanged 4
		SP:Iteration 60F (182814.870000 sec): 3 clusters
  Score: Raw -1068044.684733 + Penalty 2954.975492 = -1065089.709241
  nChanged 5
		SP:Iteration 61Q (182815.010000 sec): 3 clusters
  Score: Raw -1068045.759515 + Penalty 2954.975492 = -1065090.784023
  nChanged 7
		SP:Iteration 62Q (182815.160000 sec): 3 clusters
  Score: Raw -1068046.958900 + Penalty 2954.975492 = -1065091.983408
  nChanged 6
		SP:Iteration 63Q (182815.300000 sec): 3 clusters
  Score: Raw -1068048.079321 + Penalty 2954.975492 = -1065093.103829
  nChanged 8
		SP:Iteration 64Q (182815.450000 sec): 3 clusters
  Score: Raw -1068049.954724 + Penalty 2954.975492 = -1065094.979232
  nChanged 10
		SP:Iteration 65Q (182815.580000 sec): 3 clusters
  Score: Raw -1068051.656805 + Penalty 2954.975492 = -1065096.681313
  nChanged 5
		SP:Iteration 66Q (182815.690000 sec): 3 clusters
  Score: Raw -1068052.812375 + Penalty 2954.975492 = -1065097.836883
  nChanged 4
		SP:Iteration 67Q (182815.830000 sec): 3 clusters
  Score: Raw -1068053.487972 + Penalty 2954.975492 = -1065098.512479
  nChanged 1
		SP:Iteration 68Q (182815.980000 sec): 3 clusters
  Score: Raw -1068053.593290 + Penalty 2954.975492 = -1065098.617798
  nChanged 2
		SP:Iteration 69Q (182816.130000 sec): 3 clusters
  Score: Raw -1068054.037043 + Penalty 2954.975492 = -1065099.061550
  nChanged 5
		SP:Iteration 70Q (182816.290000 sec): 3 clusters
  Score: Raw -1068055.277729 + Penalty 2954.975492 = -1065100.302236
  nChanged 5
		SP:Iteration 71Q (182816.430000 sec): 3 clusters
  Score: Raw -1068056.294200 + Penalty 2954.975492 = -1065101.318708
  nChanged 4
		SP:Iteration 72Q (182816.550000 sec): 3 clusters
  Score: Raw -1068057.169908 + Penalty 2954.975492 = -1065102.194416
  nChanged 2
		SP:Iteration 73Q (182816.670000 sec): 3 clusters
  Score: Raw -1068057.450465 + Penalty 2954.975492 = -1065102.474973
  nChanged 4
		SP:Iteration 74Q (182816.790000 sec): 3 clusters
  Score: Raw -1068058.404730 + Penalty 2954.975492 = -1065103.429238
  nChanged 8
		SP:Iteration 75Q (182816.930000 sec): 3 clusters
  Score: Raw -1068060.234634 + Penalty 2954.975492 = -1065105.259142
  nChanged 7
		SP:Iteration 76Q (182817.080000 sec): 3 clusters
  Score: Raw -1068061.426514 + Penalty 2954.975492 = -1065106.451022
  nChanged 5
		SP:Iteration 77Q (182817.230000 sec): 3 clusters
  Score: Raw -1068062.662434 + Penalty 2954.975492 = -1065107.686942
  nChanged 6
		SP:Iteration 78Q (182817.370000 sec): 3 clusters
  Score: Raw -1068063.825262 + Penalty 2954.975492 = -1065108.849770
  nChanged 7
		SP:Iteration 79Q (182817.510000 sec): 3 clusters
  Score: Raw -1068064.985865 + Penalty 2954.975492 = -1065110.010373
  nChanged 7
		SP:Iteration 80F (182817.630000 sec): 3 clusters
  Score: Raw -1068066.546227 + Penalty 2954.975492 = -1065111.570735
  nChanged 4
		SP:Iteration 81Q (182817.760000 sec): 3 clusters
  Score: Raw -1068067.091731 + Penalty 2954.975492 = -1065112.116239
  nChanged 5
		SP:Iteration 82Q (182817.900000 sec): 3 clusters
  Score: Raw -1068068.023223 + Penalty 2954.975492 = -1065113.047731
  nChanged 4
		SP:Iteration 83Q (182818.030000 sec): 3 clusters
  Score: Raw -1068068.756558 + Penalty 2954.975492 = -1065113.781065
  nChanged 2
		SP:Iteration 84Q (182818.170000 sec): 3 clusters
  Score: Raw -1068069.275938 + Penalty 2954.975492 = -1065114.300445
  nChanged 2
		SP:Iteration 85Q (182818.310000 sec): 3 clusters
  Score: Raw -1068069.734834 + Penalty 2954.975492 = -1065114.759342
  nChanged 1
		SP:Iteration 86Q (182818.450000 sec): 3 clusters
  Score: Raw -1068069.932401 + Penalty 2954.975492 = -1065114.956909
  nChanged 3
		SP:Iteration 87Q (182818.570000 sec): 3 clusters
  Score: Raw -1068070.972937 + Penalty 2954.975492 = -1065115.997445
  nChanged 6
		SP:Iteration 88Q (182818.680000 sec): 3 clusters
  Score: Raw -1068072.239792 + Penalty 2954.975492 = -1065117.264300
  nChanged 2
		SP:Iteration 89Q (182818.820000 sec): 3 clusters
  Score: Raw -1068072.789730 + Penalty 2954.975492 = -1065117.814238
  nChanged 2
		SP:Iteration 90Q (182818.970000 sec): 3 clusters
  Score: Raw -1068073.233685 + Penalty 2954.975492 = -1065118.258193
  nChanged 0
		SP:Iteration 91F (182819.120000 sec): 3 clusters
  Score: Raw -1068073.233685 + Penalty 2954.975492 = -1065118.258193
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182819.210000 sec): 2 clusters
  Score: Raw -264878.961790 + Penalty 1265.179646 = -263613.782144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182819.260000 sec): 3 clusters
  Score: Raw -263788.744994 + Penalty 2530.359291 = -261258.385703
  nChanged 880
		SP:Iteration 1F (182819.310000 sec): 3 clusters
  Score: Raw -264407.681847 + Penalty 2530.359291 = -261877.322556
  nChanged 234
		SP:Iteration 2F (182819.350000 sec): 3 clusters
  Score: Raw -264582.489330 + Penalty 2530.359291 = -262052.130039
  nChanged 134
		SP:Iteration 3F (182819.400000 sec): 3 clusters
  Score: Raw -264683.697295 + Penalty 2530.359291 = -262153.338004
  nChanged 113
		SP:Iteration 4Q (182819.440000 sec): 3 clusters
  Score: Raw -264764.725925 + Penalty 2530.359291 = -262234.366634
  nChanged 84
		SP:Iteration 5Q (182819.480000 sec): 3 clusters
  Score: Raw -264818.632328 + Penalty 2530.359291 = -262288.273037
  nChanged 64
		SP:Iteration 6Q (182819.530000 sec): 3 clusters
  Score: Raw -264856.260019 + Penalty 2530.359291 = -262325.900727
  nChanged 47
		SP:Iteration 7Q (182819.570000 sec): 3 clusters
  Score: Raw -264884.255068 + Penalty 2530.359291 = -262353.895776
  nChanged 39
		SP:Iteration 8Q (182819.620000 sec): 3 clusters
  Score: Raw -264907.905662 + Penalty 2530.359291 = -262377.546371
  nChanged 29
		SP:Iteration 9Q (182819.660000 sec): 3 clusters
  Score: Raw -264922.327975 + Penalty 2530.359291 = -262391.968684
  nChanged 23
		SP:Iteration 10Q (182819.700000 sec): 3 clusters
  Score: Raw -264935.339491 + Penalty 2530.359291 = -262404.980200
  nChanged 28
		SP:Iteration 11Q (182819.750000 sec): 3 clusters
  Score: Raw -264950.418849 + Penalty 2530.359291 = -262420.059558
  nChanged 23
		SP:Iteration 12Q (182819.790000 sec): 3 clusters
  Score: Raw -264962.636490 + Penalty 2530.359291 = -262432.277199
  nChanged 21
		SP:Iteration 13Q (182819.840000 sec): 3 clusters
  Score: Raw -264974.894322 + Penalty 2530.359291 = -262444.535031
  nChanged 23
		SP:Iteration 14Q (182819.880000 sec): 3 clusters
  Score: Raw -264990.083687 + Penalty 2530.359291 = -262459.724395
  nChanged 32
		SP:Iteration 15Q (182819.920000 sec): 3 clusters
  Score: Raw -265007.379181 + Penalty 2530.359291 = -262477.019890
  nChanged 24
		SP:Iteration 16Q (182819.970000 sec): 3 clusters
  Score: Raw -265021.254060 + Penalty 2530.359291 = -262490.894769
  nChanged 25
		SP:Iteration 17Q (182820.010000 sec): 3 clusters
  Score: Raw -265031.220226 + Penalty 2530.359291 = -262500.860934
  nChanged 19
		SP:Iteration 18Q (182820.060000 sec): 3 clusters
  Score: Raw -265042.853618 + Penalty 2530.359291 = -262512.494326
  nChanged 15
		SP:Iteration 19Q (182820.100000 sec): 3 clusters
  Score: Raw -265051.721462 + Penalty 2530.359291 = -262521.362171
  nChanged 9
		SP:Iteration 20F (182820.140000 sec): 3 clusters
  Score: Raw -265055.533973 + Penalty 2530.359291 = -262525.174682
  nChanged 7
		SP:Iteration 21Q (182820.190000 sec): 3 clusters
  Score: Raw -265058.551173 + Penalty 2530.359291 = -262528.191882
  nChanged 5
		SP:Iteration 22Q (182820.230000 sec): 3 clusters
  Score: Raw -265061.744904 + Penalty 2530.359291 = -262531.385613
  nChanged 5
		SP:Iteration 23Q (182820.270000 sec): 3 clusters
  Score: Raw -265063.810277 + Penalty 2530.359291 = -262533.450985
  nChanged 4
		SP:Iteration 24Q (182820.320000 sec): 3 clusters
  Score: Raw -265065.502628 + Penalty 2530.359291 = -262535.143337
  nChanged 6
		SP:Iteration 25Q (182820.360000 sec): 3 clusters
  Score: Raw -265070.210598 + Penalty 2530.359291 = -262539.851306
  nChanged 7
		SP:Iteration 26Q (182820.400000 sec): 3 clusters
  Score: Raw -265073.191481 + Penalty 2530.359291 = -262542.832189
  nChanged 8
		SP:Iteration 27Q (182820.450000 sec): 3 clusters
  Score: Raw -265076.449175 + Penalty 2530.359291 = -262546.089884
  nChanged 10
		SP:Iteration 28Q (182820.490000 sec): 3 clusters
  Score: Raw -265082.019405 + Penalty 2530.359291 = -262551.660114
  nChanged 12
		SP:Iteration 29Q (182820.540000 sec): 3 clusters
  Score: Raw -265088.872764 + Penalty 2530.359291 = -262558.513473
  nChanged 12
		SP:Iteration 30Q (182820.580000 sec): 3 clusters
  Score: Raw -265095.877973 + Penalty 2530.359291 = -262565.518681
  nChanged 17
		SP:Iteration 31Q (182820.620000 sec): 3 clusters
  Score: Raw -265105.594348 + Penalty 2530.359291 = -262575.235056
  nChanged 11
		SP:Iteration 32Q (182820.670000 sec): 3 clusters
  Score: Raw -265111.499577 + Penalty 2530.359291 = -262581.140285
  nChanged 15
		SP:Iteration 33Q (182820.710000 sec): 3 clusters
  Score: Raw -265119.799400 + Penalty 2530.359291 = -262589.440109
  nChanged 15
		SP:Iteration 34Q (182820.760000 sec): 3 clusters
  Score: Raw -265126.911213 + Penalty 2530.359291 = -262596.551922
  nChanged 10
		SP:Iteration 35Q (182820.800000 sec): 3 clusters
  Score: Raw -265131.168525 + Penalty 2530.359291 = -262600.809234
  nChanged 9
		SP:Iteration 36Q (182820.840000 sec): 3 clusters
  Score: Raw -265137.396053 + Penalty 2530.359291 = -262607.036762
  nChanged 13
		SP:Iteration 37Q (182820.880000 sec): 3 clusters
  Score: Raw -265141.520202 + Penalty 2530.359291 = -262611.160911
  nChanged 9
		SP:Iteration 38Q (182820.930000 sec): 3 clusters
  Score: Raw -265145.669579 + Penalty 2530.359291 = -262615.310287
  nChanged 5
		SP:Iteration 39Q (182820.970000 sec): 3 clusters
  Score: Raw -265148.323018 + Penalty 2530.359291 = -262617.963727
  nChanged 5
		SP:Iteration 40F (182821.010000 sec): 3 clusters
  Score: Raw -265150.183611 + Penalty 2530.359291 = -262619.824320
  nChanged 10
		SP:Iteration 41Q (182821.060000 sec): 3 clusters
  Score: Raw -265155.778693 + Penalty 2530.359291 = -262625.419401
  nChanged 9
		SP:Iteration 42Q (182821.100000 sec): 3 clusters
  Score: Raw -265159.343741 + Penalty 2530.359291 = -262628.984450
  nChanged 8
		SP:Iteration 43Q (182821.140000 sec): 3 clusters
  Score: Raw -265162.518918 + Penalty 2530.359291 = -262632.159627
  nChanged 3
		SP:Iteration 44Q (182821.190000 sec): 3 clusters
  Score: Raw -265163.760178 + Penalty 2530.359291 = -262633.400887
  nChanged 1
		SP:Iteration 45Q (182821.230000 sec): 3 clusters
  Score: Raw -265163.841394 + Penalty 2530.359291 = -262633.482103
  nChanged 0
		SP:Iteration 46F (182821.270000 sec): 3 clusters
  Score: Raw -265163.841394 + Penalty 2530.359291 = -262633.482103
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182821.330000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182821.350000 sec): 3 clusters
  Score: Raw -71956.546214 + Penalty 2084.906512 = -69871.639702
  nChanged 166
		SP:Iteration 1F (182821.360000 sec): 3 clusters
  Score: Raw -72241.054320 + Penalty 2084.906512 = -70156.147808
  nChanged 64
		SP:Iteration 2F (182821.370000 sec): 3 clusters
  Score: Raw -72493.205585 + Penalty 2084.906512 = -70408.299073
  nChanged 40
		SP:Iteration 3F (182821.380000 sec): 3 clusters
  Score: Raw -72671.103781 + Penalty 2084.906512 = -70586.197270
  nChanged 31
		SP:Iteration 4F (182821.400000 sec): 3 clusters
  Score: Raw -72738.600547 + Penalty 2084.906512 = -70653.694035
  nChanged 15
		SP:Iteration 5Q (182821.410000 sec): 3 clusters
  Score: Raw -72774.975474 + Penalty 2084.906512 = -70690.068962
  nChanged 14
		SP:Iteration 6Q (182821.420000 sec): 3 clusters
  Score: Raw -72800.251391 + Penalty 2084.906512 = -70715.344879
  nChanged 10
		SP:Iteration 7Q (182821.430000 sec): 3 clusters
  Score: Raw -72822.845031 + Penalty 2084.906512 = -70737.938519
  nChanged 8
		SP:Iteration 8Q (182821.440000 sec): 3 clusters
  Score: Raw -72837.632236 + Penalty 2084.906512 = -70752.725724
  nChanged 3
		SP:Iteration 9Q (182821.460000 sec): 3 clusters
  Score: Raw -72844.711098 + Penalty 2084.906512 = -70759.804587
  nChanged 3
		SP:Iteration 10Q (182821.470000 sec): 3 clusters
  Score: Raw -72851.936360 + Penalty 2084.906512 = -70767.029848
  nChanged 0
		SP:Iteration 11F (182821.480000 sec): 3 clusters
  Score: Raw -72851.936360 + Penalty 2084.906512 = -70767.029848
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182821.600000 sec): 2 clusters
  Score: Raw -822142.019098 + Penalty 1440.153581 = -820701.865517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182821.740000 sec): 3 clusters
  Score: Raw -818252.933288 + Penalty 2880.307162 = -815372.626126
  nChanged 2969
		SP:Iteration 1F (182821.850000 sec): 3 clusters
  Score: Raw -820013.839941 + Penalty 2880.307162 = -817133.532779
  nChanged 487
		SP:Iteration 2F (182821.960000 sec): 3 clusters
  Score: Raw -820237.662782 + Penalty 2880.307162 = -817357.355620
  nChanged 330
		SP:Iteration 3Q (182822.070000 sec): 3 clusters
  Score: Raw -820374.376536 + Penalty 2880.307162 = -817494.069374
  nChanged 270
		SP:Iteration 4Q (182822.180000 sec): 3 clusters
  Score: Raw -820480.080395 + Penalty 2880.307162 = -817599.773233
  nChanged 239
		SP:Iteration 5Q (182822.280000 sec): 3 clusters
  Score: Raw -820598.011060 + Penalty 2880.307162 = -817717.703898
  nChanged 254
		SP:Iteration 6Q (182822.390000 sec): 3 clusters
  Score: Raw -820713.549928 + Penalty 2880.307162 = -817833.242766
  nChanged 261
		SP:Iteration 7Q (182822.500000 sec): 3 clusters
  Score: Raw -820838.618666 + Penalty 2880.307162 = -817958.311504
  nChanged 260
		SP:Iteration 8Q (182822.610000 sec): 3 clusters
  Score: Raw -820960.666259 + Penalty 2880.307162 = -818080.359097
  nChanged 231
		SP:Iteration 9Q (182822.730000 sec): 3 clusters
  Score: Raw -821075.645296 + Penalty 2880.307162 = -818195.338134
  nChanged 210
		SP:Iteration 10Q (182822.860000 sec): 3 clusters
  Score: Raw -821173.925937 + Penalty 2880.307162 = -818293.618775
  nChanged 201
		SP:Iteration 11Q (182822.980000 sec): 3 clusters
  Score: Raw -821261.696272 + Penalty 2880.307162 = -818381.389110
  nChanged 177
		SP:Iteration 12Q (182823.100000 sec): 3 clusters
  Score: Raw -821344.247902 + Penalty 2880.307162 = -818463.940740
  nChanged 163
		SP:Iteration 13Q (182823.220000 sec): 3 clusters
  Score: Raw -821419.592942 + Penalty 2880.307162 = -818539.285780
  nChanged 155
		SP:Iteration 14Q (182823.340000 sec): 3 clusters
  Score: Raw -821483.628822 + Penalty 2880.307162 = -818603.321659
  nChanged 144
		SP:Iteration 15Q (182823.460000 sec): 3 clusters
  Score: Raw -821565.316757 + Penalty 2880.307162 = -818685.009595
  nChanged 178
		SP:Iteration 16Q (182823.580000 sec): 3 clusters
  Score: Raw -821661.052343 + Penalty 2880.307162 = -818780.745180
  nChanged 172
		SP:Iteration 17Q (182823.700000 sec): 3 clusters
  Score: Raw -821760.183817 + Penalty 2880.307162 = -818879.876654
  nChanged 173
		SP:Iteration 18Q (182823.830000 sec): 3 clusters
  Score: Raw -821865.927464 + Penalty 2880.307162 = -818985.620302
  nChanged 152
		SP:Iteration 19Q (182823.950000 sec): 3 clusters
  Score: Raw -821948.439001 + Penalty 2880.307162 = -819068.131839
  nChanged 135
		SP:Iteration 20F (182824.070000 sec): 3 clusters
  Score: Raw -822029.630987 + Penalty 2880.307162 = -819149.323824
  nChanged 119
		SP:Iteration 21Q (182824.190000 sec): 3 clusters
  Score: Raw -822086.863567 + Penalty 2880.307162 = -819206.556404
  nChanged 95
		SP:Iteration 22Q (182824.310000 sec): 3 clusters
  Score: Raw -822131.192069 + Penalty 2880.307162 = -819250.884907
  nChanged 99
		SP:Iteration 23Q (182824.430000 sec): 3 clusters
  Score: Raw -822187.485303 + Penalty 2880.307162 = -819307.178141
  nChanged 103
		SP:Iteration 24Q (182824.550000 sec): 3 clusters
  Score: Raw -822235.942253 + Penalty 2880.307162 = -819355.635090
  nChanged 85
		SP:Iteration 25Q (182824.670000 sec): 3 clusters
  Score: Raw -822266.732984 + Penalty 2880.307162 = -819386.425822
  nChanged 63
		SP:Iteration 26Q (182824.780000 sec): 3 clusters
  Score: Raw -822287.389222 + Penalty 2880.307162 = -819407.082060
  nChanged 41
		SP:Iteration 27Q (182824.900000 sec): 3 clusters
  Score: Raw -822299.354092 + Penalty 2880.307162 = -819419.046929
  nChanged 38
		SP:Iteration 28Q (182825.010000 sec): 3 clusters
  Score: Raw -822310.942210 + Penalty 2880.307162 = -819430.635048
  nChanged 29
		SP:Iteration 29Q (182825.130000 sec): 3 clusters
  Score: Raw -822320.315111 + Penalty 2880.307162 = -819440.007948
  nChanged 32
		SP:Iteration 30Q (182825.250000 sec): 3 clusters
  Score: Raw -822329.683252 + Penalty 2880.307162 = -819449.376090
  nChanged 25
		SP:Iteration 31Q (182825.370000 sec): 3 clusters
  Score: Raw -822335.956885 + Penalty 2880.307162 = -819455.649723
  nChanged 21
		SP:Iteration 32Q (182825.480000 sec): 3 clusters
  Score: Raw -822340.459670 + Penalty 2880.307162 = -819460.152507
  nChanged 15
		SP:Iteration 33Q (182825.600000 sec): 3 clusters
  Score: Raw -822342.774612 + Penalty 2880.307162 = -819462.467450
  nChanged 14
		SP:Iteration 34Q (182825.720000 sec): 3 clusters
  Score: Raw -822346.139831 + Penalty 2880.307162 = -819465.832668
  nChanged 18
		SP:Iteration 35Q (182825.830000 sec): 3 clusters
  Score: Raw -822350.052556 + Penalty 2880.307162 = -819469.745394
  nChanged 16
		SP:Iteration 36Q (182825.950000 sec): 3 clusters
  Score: Raw -822352.888741 + Penalty 2880.307162 = -819472.581579
  nChanged 10
		SP:Iteration 37Q (182826.070000 sec): 3 clusters
  Score: Raw -822354.927369 + Penalty 2880.307162 = -819474.620207
  nChanged 9
		SP:Iteration 38Q (182826.180000 sec): 3 clusters
  Score: Raw -822356.402858 + Penalty 2880.307162 = -819476.095696
  nChanged 12
		SP:Iteration 39Q (182826.300000 sec): 3 clusters
  Score: Raw -822358.891829 + Penalty 2880.307162 = -819478.584667
  nChanged 10
		SP:Iteration 40F (182826.420000 sec): 3 clusters
  Score: Raw -822360.743766 + Penalty 2880.307162 = -819480.436604
  nChanged 4
		SP:Iteration 41Q (182826.540000 sec): 3 clusters
  Score: Raw -822361.798455 + Penalty 2880.307162 = -819481.491293
  nChanged 5
		SP:Iteration 42Q (182826.660000 sec): 3 clusters
  Score: Raw -822362.631511 + Penalty 2880.307162 = -819482.324349
  nChanged 5
		SP:Iteration 43Q (182826.770000 sec): 3 clusters
  Score: Raw -822363.275106 + Penalty 2880.307162 = -819482.967944
  nChanged 3
		SP:Iteration 44Q (182826.890000 sec): 3 clusters
  Score: Raw -822363.515931 + Penalty 2880.307162 = -819483.208768
  nChanged 0
		SP:Iteration 45F (182827.010000 sec): 3 clusters
  Score: Raw -822363.515931 + Penalty 2880.307162 = -819483.208768
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182827.110000 sec): 2 clusters
  Score: Raw -703658.015348 + Penalty 1415.422096 = -702242.593252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182827.240000 sec): 3 clusters
  Score: Raw -700421.736905 + Penalty 2830.844192 = -697590.892713
  nChanged 2495
		SP:Iteration 1F (182827.350000 sec): 3 clusters
  Score: Raw -701790.484253 + Penalty 2830.844192 = -698959.640061
  nChanged 367
		SP:Iteration 2F (182827.450000 sec): 3 clusters
  Score: Raw -701980.061315 + Penalty 2830.844192 = -699149.217123
  nChanged 321
		SP:Iteration 3F (182827.550000 sec): 3 clusters
  Score: Raw -702145.656843 + Penalty 2830.844192 = -699314.812651
  nChanged 310
		SP:Iteration 4F (182827.660000 sec): 3 clusters
  Score: Raw -702320.801672 + Penalty 2830.844192 = -699489.957480
  nChanged 275
		SP:Iteration 5Q (182827.760000 sec): 3 clusters
  Score: Raw -702469.069275 + Penalty 2830.844192 = -699638.225083
  nChanged 254
		SP:Iteration 6Q (182827.860000 sec): 3 clusters
  Score: Raw -702619.556050 + Penalty 2830.844192 = -699788.711858
  nChanged 248
		SP:Iteration 7Q (182827.960000 sec): 3 clusters
  Score: Raw -702758.816125 + Penalty 2830.844192 = -699927.971933
  nChanged 237
		SP:Iteration 8Q (182828.070000 sec): 3 clusters
  Score: Raw -702893.830242 + Penalty 2830.844192 = -700062.986050
  nChanged 222
		SP:Iteration 9Q (182828.170000 sec): 3 clusters
  Score: Raw -703038.524872 + Penalty 2830.844192 = -700207.680680
  nChanged 227
		SP:Iteration 10Q (182828.270000 sec): 3 clusters
  Score: Raw -703202.883565 + Penalty 2830.844192 = -700372.039374
  nChanged 229
		SP:Iteration 11Q (182828.370000 sec): 3 clusters
  Score: Raw -703381.531022 + Penalty 2830.844192 = -700550.686830
  nChanged 205
		SP:Iteration 12Q (182828.480000 sec): 3 clusters
  Score: Raw -703524.022488 + Penalty 2830.844192 = -700693.178296
  nChanged 159
		SP:Iteration 13Q (182828.580000 sec): 3 clusters
  Score: Raw -703630.037851 + Penalty 2830.844192 = -700799.193659
  nChanged 142
		SP:Iteration 14Q (182828.680000 sec): 3 clusters
  Score: Raw -703708.235651 + Penalty 2830.844192 = -700877.391460
  nChanged 111
		SP:Iteration 15Q (182828.770000 sec): 3 clusters
  Score: Raw -703772.183565 + Penalty 2830.844192 = -700941.339373
  nChanged 83
		SP:Iteration 16Q (182828.870000 sec): 3 clusters
  Score: Raw -703819.527474 + Penalty 2830.844192 = -700988.683282
  nChanged 81
		SP:Iteration 17Q (182828.970000 sec): 3 clusters
  Score: Raw -703862.134544 + Penalty 2830.844192 = -701031.290352
  nChanged 75
		SP:Iteration 18Q (182829.070000 sec): 3 clusters
  Score: Raw -703899.521116 + Penalty 2830.844192 = -701068.676924
  nChanged 70
		SP:Iteration 19Q (182829.170000 sec): 3 clusters
  Score: Raw -703939.453373 + Penalty 2830.844192 = -701108.609181
  nChanged 66
		SP:Iteration 20F (182829.270000 sec): 3 clusters
  Score: Raw -703976.057914 + Penalty 2830.844192 = -701145.213722
  nChanged 58
		SP:Iteration 21Q (182829.370000 sec): 3 clusters
  Score: Raw -704002.268087 + Penalty 2830.844192 = -701171.423895
  nChanged 52
		SP:Iteration 22Q (182829.470000 sec): 3 clusters
  Score: Raw -704022.099836 + Penalty 2830.844192 = -701191.255644
  nChanged 44
		SP:Iteration 23Q (182829.560000 sec): 3 clusters
  Score: Raw -704036.724666 + Penalty 2830.844192 = -701205.880474
  nChanged 24
		SP:Iteration 24Q (182829.660000 sec): 3 clusters
  Score: Raw -704043.627036 + Penalty 2830.844192 = -701212.782844
  nChanged 25
		SP:Iteration 25Q (182829.760000 sec): 3 clusters
  Score: Raw -704051.811047 + Penalty 2830.844192 = -701220.966855
  nChanged 17
		SP:Iteration 26Q (182829.860000 sec): 3 clusters
  Score: Raw -704056.245575 + Penalty 2830.844192 = -701225.401383
  nChanged 15
		SP:Iteration 27Q (182829.970000 sec): 3 clusters
  Score: Raw -704059.810612 + Penalty 2830.844192 = -701228.966420
  nChanged 10
		SP:Iteration 28Q (182830.060000 sec): 3 clusters
  Score: Raw -704061.485552 + Penalty 2830.844192 = -701230.641360
  nChanged 8
		SP:Iteration 29Q (182830.160000 sec): 3 clusters
  Score: Raw -704063.181842 + Penalty 2830.844192 = -701232.337650
  nChanged 7
		SP:Iteration 30Q (182830.260000 sec): 3 clusters
  Score: Raw -704064.735913 + Penalty 2830.844192 = -701233.891721
  nChanged 10
		SP:Iteration 31Q (182830.350000 sec): 3 clusters
  Score: Raw -704066.204980 + Penalty 2830.844192 = -701235.360788
  nChanged 5
		SP:Iteration 32Q (182830.450000 sec): 3 clusters
  Score: Raw -704066.955756 + Penalty 2830.844192 = -701236.111564
  nChanged 3
		SP:Iteration 33Q (182830.550000 sec): 3 clusters
  Score: Raw -704067.808157 + Penalty 2830.844192 = -701236.963965
  nChanged 5
		SP:Iteration 34Q (182830.650000 sec): 3 clusters
  Score: Raw -704068.340743 + Penalty 2830.844192 = -701237.496551
  nChanged 2
		SP:Iteration 35Q (182830.750000 sec): 3 clusters
  Score: Raw -704068.529842 + Penalty 2830.844192 = -701237.685650
  nChanged 1
		SP:Iteration 36Q (182830.840000 sec): 3 clusters
  Score: Raw -704068.899364 + Penalty 2830.844192 = -701238.055172
  nChanged 1
		SP:Iteration 37Q (182830.940000 sec): 3 clusters
  Score: Raw -704068.954958 + Penalty 2830.844192 = -701238.110766
  nChanged 0
		SP:Iteration 38F (182831.040000 sec): 3 clusters
  Score: Raw -704068.954958 + Penalty 2830.844192 = -701238.110766
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182831.230000 sec): 2 clusters
  Score: Raw -1841664.973714 + Penalty 1574.954145 = -1840090.019569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182831.470000 sec): 3 clusters
  Score: Raw -1832146.440595 + Penalty 3149.908289 = -1828996.532306
  nChanged 7169
		SP:Iteration 1F (182831.650000 sec): 3 clusters
  Score: Raw -1835996.254187 + Penalty 3149.908289 = -1832846.345898
  nChanged 879
		SP:Iteration 2F (182831.850000 sec): 3 clusters
  Score: Raw -1836365.911303 + Penalty 3149.908289 = -1833216.003013
  nChanged 854
		SP:Iteration 3F (182832.040000 sec): 3 clusters
  Score: Raw -1836753.956498 + Penalty 3149.908289 = -1833604.048208
  nChanged 849
		SP:Iteration 4F (182832.220000 sec): 3 clusters
  Score: Raw -1837203.906118 + Penalty 3149.908289 = -1834053.997828
  nChanged 882
		SP:Iteration 5F (182832.430000 sec): 3 clusters
  Score: Raw -1837721.336501 + Penalty 3149.908289 = -1834571.428212
  nChanged 886
		SP:Iteration 6F (182832.690000 sec): 3 clusters
  Score: Raw -1838219.677960 + Penalty 3149.908289 = -1835069.769670
  nChanged 830
		SP:Iteration 7F (182832.920000 sec): 3 clusters
  Score: Raw -1838698.481669 + Penalty 3149.908289 = -1835548.573380
  nChanged 775
		SP:Iteration 8Q (182833.110000 sec): 3 clusters
  Score: Raw -1839181.978982 + Penalty 3149.908289 = -1836032.070693
  nChanged 758
		SP:Iteration 9Q (182833.300000 sec): 3 clusters
  Score: Raw -1839650.153768 + Penalty 3149.908289 = -1836500.245479
  nChanged 703
		SP:Iteration 10Q (182833.490000 sec): 3 clusters
  Score: Raw -1840102.693181 + Penalty 3149.908289 = -1836952.784892
  nChanged 600
		SP:Iteration 11Q (182833.690000 sec): 3 clusters
  Score: Raw -1840430.309251 + Penalty 3149.908289 = -1837280.400962
  nChanged 495
		SP:Iteration 12Q (182833.960000 sec): 3 clusters
  Score: Raw -1840653.433599 + Penalty 3149.908289 = -1837503.525310
  nChanged 399
		SP:Iteration 13Q (182834.180000 sec): 3 clusters
  Score: Raw -1840787.318213 + Penalty 3149.908289 = -1837637.409924
  nChanged 263
		SP:Iteration 14Q (182834.480000 sec): 3 clusters
  Score: Raw -1840868.061822 + Penalty 3149.908289 = -1837718.153533
  nChanged 226
		SP:Iteration 15Q (182834.660000 sec): 3 clusters
  Score: Raw -1840928.482754 + Penalty 3149.908289 = -1837778.574465
  nChanged 199
		SP:Iteration 16Q (182834.850000 sec): 3 clusters
  Score: Raw -1840979.996365 + Penalty 3149.908289 = -1837830.088076
  nChanged 171
		SP:Iteration 17Q (182835.040000 sec): 3 clusters
  Score: Raw -1841015.156183 + Penalty 3149.908289 = -1837865.247894
  nChanged 132
		SP:Iteration 18Q (182835.220000 sec): 3 clusters
  Score: Raw -1841041.133574 + Penalty 3149.908289 = -1837891.225285
  nChanged 118
		SP:Iteration 19Q (182835.400000 sec): 3 clusters
  Score: Raw -1841064.492149 + Penalty 3149.908289 = -1837914.583860
  nChanged 102
		SP:Iteration 20F (182835.590000 sec): 3 clusters
  Score: Raw -1841082.795816 + Penalty 3149.908289 = -1837932.887526
  nChanged 90
		SP:Iteration 21Q (182835.780000 sec): 3 clusters
  Score: Raw -1841098.182687 + Penalty 3149.908289 = -1837948.274397
  nChanged 82
		SP:Iteration 22Q (182835.960000 sec): 3 clusters
  Score: Raw -1841108.869251 + Penalty 3149.908289 = -1837958.960961
  nChanged 58
		SP:Iteration 23Q (182836.150000 sec): 3 clusters
  Score: Raw -1841115.889810 + Penalty 3149.908289 = -1837965.981520
  nChanged 54
		SP:Iteration 24Q (182836.340000 sec): 3 clusters
  Score: Raw -1841122.256560 + Penalty 3149.908289 = -1837972.348271
  nChanged 46
		SP:Iteration 25Q (182836.520000 sec): 3 clusters
  Score: Raw -1841127.612429 + Penalty 3149.908289 = -1837977.704140
  nChanged 54
		SP:Iteration 26Q (182836.710000 sec): 3 clusters
  Score: Raw -1841135.777250 + Penalty 3149.908289 = -1837985.868961
  nChanged 63
		SP:Iteration 27Q (182836.890000 sec): 3 clusters
  Score: Raw -1841147.323426 + Penalty 3149.908289 = -1837997.415136
  nChanged 80
		SP:Iteration 28Q (182837.080000 sec): 3 clusters
  Score: Raw -1841161.199860 + Penalty 3149.908289 = -1838011.291571
  nChanged 73
		SP:Iteration 29Q (182837.260000 sec): 3 clusters
  Score: Raw -1841171.410526 + Penalty 3149.908289 = -1838021.502237
  nChanged 67
		SP:Iteration 30Q (182837.440000 sec): 3 clusters
  Score: Raw -1841181.870778 + Penalty 3149.908289 = -1838031.962489
  nChanged 58
		SP:Iteration 31Q (182837.620000 sec): 3 clusters
  Score: Raw -1841189.367634 + Penalty 3149.908289 = -1838039.459345
  nChanged 55
		SP:Iteration 32Q (182837.810000 sec): 3 clusters
  Score: Raw -1841197.266727 + Penalty 3149.908289 = -1838047.358437
  nChanged 49
		SP:Iteration 33Q (182838.000000 sec): 3 clusters
  Score: Raw -1841204.984014 + Penalty 3149.908289 = -1838055.075725
  nChanged 56
		SP:Iteration 34Q (182838.180000 sec): 3 clusters
  Score: Raw -1841214.584525 + Penalty 3149.908289 = -1838064.676236
  nChanged 69
		SP:Iteration 35Q (182838.360000 sec): 3 clusters
  Score: Raw -1841224.788141 + Penalty 3149.908289 = -1838074.879852
  nChanged 55
		SP:Iteration 36Q (182838.550000 sec): 3 clusters
  Score: Raw -1841234.795265 + Penalty 3149.908289 = -1838084.886976
  nChanged 72
		SP:Iteration 37Q (182838.740000 sec): 3 clusters
  Score: Raw -1841249.320448 + Penalty 3149.908289 = -1838099.412158
  nChanged 92
		SP:Iteration 38Q (182838.920000 sec): 3 clusters
  Score: Raw -1841268.605456 + Penalty 3149.908289 = -1838118.697166
  nChanged 97
		SP:Iteration 39Q (182839.100000 sec): 3 clusters
  Score: Raw -1841289.977957 + Penalty 3149.908289 = -1838140.069668
  nChanged 105
		SP:Iteration 40F (182839.290000 sec): 3 clusters
  Score: Raw -1841312.337163 + Penalty 3149.908289 = -1838162.428873
  nChanged 114
		SP:Iteration 41Q (182839.480000 sec): 3 clusters
  Score: Raw -1841337.048790 + Penalty 3149.908289 = -1838187.140501
  nChanged 111
		SP:Iteration 42Q (182839.660000 sec): 3 clusters
  Score: Raw -1841358.808794 + Penalty 3149.908289 = -1838208.900504
  nChanged 114
		SP:Iteration 43Q (182839.840000 sec): 3 clusters
  Score: Raw -1841384.238566 + Penalty 3149.908289 = -1838234.330276
  nChanged 128
		SP:Iteration 44Q (182840.020000 sec): 3 clusters
  Score: Raw -1841414.541187 + Penalty 3149.908289 = -1838264.632897
  nChanged 116
		SP:Iteration 45Q (182840.200000 sec): 3 clusters
  Score: Raw -1841439.959807 + Penalty 3149.908289 = -1838290.051518
  nChanged 111
		SP:Iteration 46Q (182840.390000 sec): 3 clusters
  Score: Raw -1841466.697870 + Penalty 3149.908289 = -1838316.789580
  nChanged 122
		SP:Iteration 47Q (182840.570000 sec): 3 clusters
  Score: Raw -1841496.887660 + Penalty 3149.908289 = -1838346.979371
  nChanged 115
		SP:Iteration 48Q (182840.760000 sec): 3 clusters
  Score: Raw -1841529.155706 + Penalty 3149.908289 = -1838379.247417
  nChanged 123
		SP:Iteration 49Q (182840.940000 sec): 3 clusters
  Score: Raw -1841559.913228 + Penalty 3149.908289 = -1838410.004938
  nChanged 107
		SP:Iteration 50Q (182841.120000 sec): 3 clusters
  Score: Raw -1841584.861063 + Penalty 3149.908289 = -1838434.952774
  nChanged 99
		SP:Iteration 51Q (182841.300000 sec): 3 clusters
  Score: Raw -1841611.882797 + Penalty 3149.908289 = -1838461.974507
  nChanged 103
		SP:Iteration 52Q (182841.510000 sec): 3 clusters
  Score: Raw -1841639.294522 + Penalty 3149.908289 = -1838489.386233
  nChanged 113
		SP:Iteration 53Q (182841.690000 sec): 3 clusters
  Score: Raw -1841666.451367 + Penalty 3149.908289 = -1838516.543077
  nChanged 93
		SP:Iteration 54Q (182841.870000 sec): 3 clusters
  Score: Raw -1841691.366943 + Penalty 3149.908289 = -1838541.458653
  nChanged 109
		SP:Iteration 55Q (182842.060000 sec): 3 clusters
  Score: Raw -1841718.051950 + Penalty 3149.908289 = -1838568.143661
  nChanged 103
		SP:Iteration 56Q (182842.230000 sec): 3 clusters
  Score: Raw -1841741.661954 + Penalty 3149.908289 = -1838591.753665
  nChanged 94
		SP:Iteration 57Q (182842.420000 sec): 3 clusters
  Score: Raw -1841764.477491 + Penalty 3149.908289 = -1838614.569201
  nChanged 102
		SP:Iteration 58Q (182842.620000 sec): 3 clusters
  Score: Raw -1841793.122180 + Penalty 3149.908289 = -1838643.213890
  nChanged 114
		SP:Iteration 59Q (182842.800000 sec): 3 clusters
  Score: Raw -1841823.545876 + Penalty 3149.908289 = -1838673.637587
  nChanged 113
		SP:Iteration 60F (182842.990000 sec): 3 clusters
  Score: Raw -1841853.620545 + Penalty 3149.908289 = -1838703.712256
  nChanged 109
		SP:Iteration 61Q (182843.170000 sec): 3 clusters
  Score: Raw -1841880.426923 + Penalty 3149.908289 = -1838730.518634
  nChanged 106
		SP:Iteration 62Q (182843.350000 sec): 3 clusters
  Score: Raw -1841908.317287 + Penalty 3149.908289 = -1838758.408998
  nChanged 92
		SP:Iteration 63Q (182843.560000 sec): 3 clusters
  Score: Raw -1841932.168251 + Penalty 3149.908289 = -1838782.259961
  nChanged 97
		SP:Iteration 64Q (182843.740000 sec): 3 clusters
  Score: Raw -1841955.243538 + Penalty 3149.908289 = -1838805.335248
  nChanged 87
		SP:Iteration 65Q (182843.920000 sec): 3 clusters
  Score: Raw -1841978.570297 + Penalty 3149.908289 = -1838828.662008
  nChanged 99
		SP:Iteration 66Q (182844.120000 sec): 3 clusters
  Score: Raw -1842004.408640 + Penalty 3149.908289 = -1838854.500351
  nChanged 94
		SP:Iteration 67Q (182844.300000 sec): 3 clusters
  Score: Raw -1842030.654762 + Penalty 3149.908289 = -1838880.746473
  nChanged 90
		SP:Iteration 68Q (182844.480000 sec): 3 clusters
  Score: Raw -1842060.337007 + Penalty 3149.908289 = -1838910.428717
  nChanged 106
		SP:Iteration 69Q (182844.680000 sec): 3 clusters
  Score: Raw -1842093.503567 + Penalty 3149.908289 = -1838943.595278
  nChanged 102
		SP:Iteration 70Q (182844.860000 sec): 3 clusters
  Score: Raw -1842124.101585 + Penalty 3149.908289 = -1838974.193296
  nChanged 79
		SP:Iteration 71Q (182845.040000 sec): 3 clusters
  Score: Raw -1842148.207041 + Penalty 3149.908289 = -1838998.298752
  nChanged 75
		SP:Iteration 72Q (182845.220000 sec): 3 clusters
  Score: Raw -1842170.996003 + Penalty 3149.908289 = -1839021.087713
  nChanged 77
		SP:Iteration 73Q (182845.420000 sec): 3 clusters
  Score: Raw -1842196.521357 + Penalty 3149.908289 = -1839046.613068
  nChanged 84
		SP:Iteration 74Q (182845.590000 sec): 3 clusters
  Score: Raw -1842222.260784 + Penalty 3149.908289 = -1839072.352494
  nChanged 65
		SP:Iteration 75Q (182845.800000 sec): 3 clusters
  Score: Raw -1842241.977722 + Penalty 3149.908289 = -1839092.069432
  nChanged 66
		SP:Iteration 76Q (182845.970000 sec): 3 clusters
  Score: Raw -1842260.794702 + Penalty 3149.908289 = -1839110.886412
  nChanged 48
		SP:Iteration 77Q (182846.150000 sec): 3 clusters
  Score: Raw -1842275.116097 + Penalty 3149.908289 = -1839125.207808
  nChanged 67
		SP:Iteration 78Q (182846.350000 sec): 3 clusters
  Score: Raw -1842296.484612 + Penalty 3149.908289 = -1839146.576323
  nChanged 71
		SP:Iteration 79Q (182846.530000 sec): 3 clusters
  Score: Raw -1842325.876764 + Penalty 3149.908289 = -1839175.968475
  nChanged 74
		SP:Iteration 80F (182846.740000 sec): 3 clusters
  Score: Raw -1842352.013141 + Penalty 3149.908289 = -1839202.104851
  nChanged 74
		SP:Iteration 81Q (182846.920000 sec): 3 clusters
  Score: Raw -1842380.543766 + Penalty 3149.908289 = -1839230.635477
  nChanged 71
		SP:Iteration 82Q (182847.090000 sec): 3 clusters
  Score: Raw -1842403.961636 + Penalty 3149.908289 = -1839254.053347
  nChanged 53
		SP:Iteration 83Q (182847.290000 sec): 3 clusters
  Score: Raw -1842424.150803 + Penalty 3149.908289 = -1839274.242513
  nChanged 51
		SP:Iteration 84Q (182847.470000 sec): 3 clusters
  Score: Raw -1842441.767951 + Penalty 3149.908289 = -1839291.859662
  nChanged 46
		SP:Iteration 85Q (182847.670000 sec): 3 clusters
  Score: Raw -1842456.797802 + Penalty 3149.908289 = -1839306.889512
  nChanged 36
		SP:Iteration 86Q (182847.850000 sec): 3 clusters
  Score: Raw -1842464.720644 + Penalty 3149.908289 = -1839314.812354
  nChanged 22
		SP:Iteration 87Q (182848.050000 sec): 3 clusters
  Score: Raw -1842470.050017 + Penalty 3149.908289 = -1839320.141728
  nChanged 27
		SP:Iteration 88Q (182848.220000 sec): 3 clusters
  Score: Raw -1842476.950835 + Penalty 3149.908289 = -1839327.042545
  nChanged 30
		SP:Iteration 89Q (182848.420000 sec): 3 clusters
  Score: Raw -1842484.739444 + Penalty 3149.908289 = -1839334.831155
  nChanged 25
		SP:Iteration 90Q (182848.600000 sec): 3 clusters
  Score: Raw -1842489.268704 + Penalty 3149.908289 = -1839339.360414
  nChanged 17
		SP:Iteration 91Q (182848.800000 sec): 3 clusters
  Score: Raw -1842491.761716 + Penalty 3149.908289 = -1839341.853427
  nChanged 8
		SP:Iteration 92Q (182849.000000 sec): 3 clusters
  Score: Raw -1842492.964077 + Penalty 3149.908289 = -1839343.055788
  nChanged 10
		SP:Iteration 93Q (182849.170000 sec): 3 clusters
  Score: Raw -1842494.760050 + Penalty 3149.908289 = -1839344.851761
  nChanged 11
		SP:Iteration 94Q (182849.340000 sec): 3 clusters
  Score: Raw -1842497.461957 + Penalty 3149.908289 = -1839347.553667
  nChanged 13
		SP:Iteration 95Q (182849.540000 sec): 3 clusters
  Score: Raw -1842500.776619 + Penalty 3149.908289 = -1839350.868329
  nChanged 12
		SP:Iteration 96Q (182849.710000 sec): 3 clusters
  Score: Raw -1842503.103526 + Penalty 3149.908289 = -1839353.195236
  nChanged 10
		SP:Iteration 97Q (182849.920000 sec): 3 clusters
  Score: Raw -1842504.644587 + Penalty 3149.908289 = -1839354.736298
  nChanged 11
		SP:Iteration 98Q (182850.090000 sec): 3 clusters
  Score: Raw -1842506.967525 + Penalty 3149.908289 = -1839357.059236
  nChanged 9
		SP:Iteration 99Q (182850.290000 sec): 3 clusters
  Score: Raw -1842509.415754 + Penalty 3149.908289 = -1839359.507464
  nChanged 9
		SP:Iteration 100F (182850.480000 sec): 3 clusters
  Score: Raw -1842511.798002 + Penalty 3149.908289 = -1839361.889712
  nChanged 8
		SP:Iteration 101Q (182850.650000 sec): 3 clusters
  Score: Raw -1842513.522535 + Penalty 3149.908289 = -1839363.614245
  nChanged 5
		SP:Iteration 102Q (182850.850000 sec): 3 clusters
  Score: Raw -1842514.303762 + Penalty 3149.908289 = -1839364.395473
  nChanged 1
		SP:Iteration 103Q (182851.030000 sec): 3 clusters
  Score: Raw -1842514.592822 + Penalty 3149.908289 = -1839364.684533
  nChanged 3
		SP:Iteration 104Q (182851.230000 sec): 3 clusters
  Score: Raw -1842514.990594 + Penalty 3149.908289 = -1839365.082305
  nChanged 3
		SP:Iteration 105Q (182851.420000 sec): 3 clusters
  Score: Raw -1842515.549957 + Penalty 3149.908289 = -1839365.641668
  nChanged 4
		SP:Iteration 106Q (182851.590000 sec): 3 clusters
  Score: Raw -1842516.389894 + Penalty 3149.908289 = -1839366.481604
  nChanged 4
		SP:Iteration 107Q (182851.790000 sec): 3 clusters
  Score: Raw -1842516.942764 + Penalty 3149.908289 = -1839367.034474
  nChanged 1
		SP:Iteration 108Q (182851.990000 sec): 3 clusters
  Score: Raw -1842517.038912 + Penalty 3149.908289 = -1839367.130622
  nChanged 1
		SP:Iteration 109Q (182852.170000 sec): 3 clusters
  Score: Raw -1842517.130335 + Penalty 3149.908289 = -1839367.222045
  nChanged 0
		SP:Iteration 110F (182852.380000 sec): 3 clusters
  Score: Raw -1842517.130335 + Penalty 3149.908289 = -1839367.222045
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182852.570000 sec): 2 clusters
  Score: Raw -2320556.230446 + Penalty 1610.490602 = -2318945.739844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182852.850000 sec): 3 clusters
  Score: Raw -2308536.034077 + Penalty 3220.981204 = -2305315.052873
  nChanged 9058
		SP:Iteration 1F (182853.080000 sec): 3 clusters
  Score: Raw -2313522.572625 + Penalty 3220.981204 = -2310301.591421
  nChanged 1134
		SP:Iteration 2F (182853.340000 sec): 3 clusters
  Score: Raw -2314013.933514 + Penalty 3220.981204 = -2310792.952310
  nChanged 1183
		SP:Iteration 3F (182853.590000 sec): 3 clusters
  Score: Raw -2314578.079651 + Penalty 3220.981204 = -2311357.098447
  nChanged 1181
		SP:Iteration 4F (182853.850000 sec): 3 clusters
  Score: Raw -2315196.798953 + Penalty 3220.981204 = -2311975.817749
  nChanged 1233
		SP:Iteration 5F (182854.080000 sec): 3 clusters
  Score: Raw -2315921.847277 + Penalty 3220.981204 = -2312700.866072
  nChanged 1276
		SP:Iteration 6F (182854.340000 sec): 3 clusters
  Score: Raw -2316758.694170 + Penalty 3220.981204 = -2313537.712966
  nChanged 1191
		SP:Iteration 7F (182854.600000 sec): 3 clusters
  Score: Raw -2317594.606485 + Penalty 3220.981204 = -2314373.625281
  nChanged 1090
		SP:Iteration 8F (182854.860000 sec): 3 clusters
  Score: Raw -2318413.954886 + Penalty 3220.981204 = -2315192.973682
  nChanged 940
		SP:Iteration 9Q (182855.120000 sec): 3 clusters
  Score: Raw -2319147.102115 + Penalty 3220.981204 = -2315926.120911
  nChanged 687
		SP:Iteration 10Q (182855.360000 sec): 3 clusters
  Score: Raw -2319666.628312 + Penalty 3220.981204 = -2316445.647108
  nChanged 479
		SP:Iteration 11Q (182855.580000 sec): 3 clusters
  Score: Raw -2320003.172910 + Penalty 3220.981204 = -2316782.191706
  nChanged 341
		SP:Iteration 12Q (182855.840000 sec): 3 clusters
  Score: Raw -2320231.661263 + Penalty 3220.981204 = -2317010.680059
  nChanged 229
		SP:Iteration 13Q (182856.070000 sec): 3 clusters
  Score: Raw -2320371.001781 + Penalty 3220.981204 = -2317150.020577
  nChanged 165
		SP:Iteration 14Q (182856.310000 sec): 3 clusters
  Score: Raw -2320471.648129 + Penalty 3220.981204 = -2317250.666925
  nChanged 128
		SP:Iteration 15Q (182856.530000 sec): 3 clusters
  Score: Raw -2320552.731977 + Penalty 3220.981204 = -2317331.750773
  nChanged 115
		SP:Iteration 16Q (182856.770000 sec): 3 clusters
  Score: Raw -2320617.775079 + Penalty 3220.981204 = -2317396.793875
  nChanged 82
		SP:Iteration 17Q (182857.010000 sec): 3 clusters
  Score: Raw -2320666.506079 + Penalty 3220.981204 = -2317445.524875
  nChanged 64
		SP:Iteration 18Q (182857.230000 sec): 3 clusters
  Score: Raw -2320700.598304 + Penalty 3220.981204 = -2317479.617100
  nChanged 43
		SP:Iteration 19Q (182857.450000 sec): 3 clusters
  Score: Raw -2320724.640675 + Penalty 3220.981204 = -2317503.659471
  nChanged 49
		SP:Iteration 20F (182857.680000 sec): 3 clusters
  Score: Raw -2320747.137052 + Penalty 3220.981204 = -2317526.155848
  nChanged 30
		SP:Iteration 21Q (182857.920000 sec): 3 clusters
  Score: Raw -2320762.116627 + Penalty 3220.981204 = -2317541.135422
  nChanged 20
		SP:Iteration 22Q (182858.170000 sec): 3 clusters
  Score: Raw -2320774.567850 + Penalty 3220.981204 = -2317553.586646
  nChanged 20
		SP:Iteration 23Q (182858.380000 sec): 3 clusters
  Score: Raw -2320786.082328 + Penalty 3220.981204 = -2317565.101124
  nChanged 14
		SP:Iteration 24Q (182858.600000 sec): 3 clusters
  Score: Raw -2320794.422459 + Penalty 3220.981204 = -2317573.441255
  nChanged 12
		SP:Iteration 25Q (182858.810000 sec): 3 clusters
  Score: Raw -2320801.220173 + Penalty 3220.981204 = -2317580.238968
  nChanged 12
		SP:Iteration 26Q (182859.030000 sec): 3 clusters
  Score: Raw -2320806.520030 + Penalty 3220.981204 = -2317585.538826
  nChanged 6
		SP:Iteration 27Q (182859.250000 sec): 3 clusters
  Score: Raw -2320810.393228 + Penalty 3220.981204 = -2317589.412024
  nChanged 8
		SP:Iteration 28Q (182859.460000 sec): 3 clusters
  Score: Raw -2320813.518924 + Penalty 3220.981204 = -2317592.537719
  nChanged 9
		SP:Iteration 29Q (182859.670000 sec): 3 clusters
  Score: Raw -2320817.320421 + Penalty 3220.981204 = -2317596.339217
  nChanged 5
		SP:Iteration 30Q (182859.890000 sec): 3 clusters
  Score: Raw -2320820.349698 + Penalty 3220.981204 = -2317599.368493
  nChanged 7
		SP:Iteration 31Q (182860.110000 sec): 3 clusters
  Score: Raw -2320823.057124 + Penalty 3220.981204 = -2317602.075919
  nChanged 4
		SP:Iteration 32Q (182860.320000 sec): 3 clusters
  Score: Raw -2320824.985652 + Penalty 3220.981204 = -2317604.004448
  nChanged 5
		SP:Iteration 33Q (182860.540000 sec): 3 clusters
  Score: Raw -2320827.825538 + Penalty 3220.981204 = -2317606.844333
  nChanged 5
		SP:Iteration 34Q (182860.770000 sec): 3 clusters
  Score: Raw -2320830.399117 + Penalty 3220.981204 = -2317609.417913
  nChanged 4
		SP:Iteration 35Q (182861.020000 sec): 3 clusters
  Score: Raw -2320831.937523 + Penalty 3220.981204 = -2317610.956319
  nChanged 3
		SP:Iteration 36Q (182861.230000 sec): 3 clusters
  Score: Raw -2320833.864237 + Penalty 3220.981204 = -2317612.883032
  nChanged 1
		SP:Iteration 37Q (182861.480000 sec): 3 clusters
  Score: Raw -2320834.438648 + Penalty 3220.981204 = -2317613.457443
  nChanged 3
		SP:Iteration 38Q (182861.690000 sec): 3 clusters
  Score: Raw -2320835.969287 + Penalty 3220.981204 = -2317614.988082
  nChanged 1
		SP:Iteration 39Q (182861.930000 sec): 3 clusters
  Score: Raw -2320836.090178 + Penalty 3220.981204 = -2317615.108974
  nChanged 0
		SP:Iteration 40F (182862.190000 sec): 3 clusters
  Score: Raw -2320836.090178 + Penalty 3220.981204 = -2317615.108974
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182862.470000 sec): 2 clusters
  Score: Raw -4005082.928150 + Penalty 1689.858376 = -4003393.069773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182862.850000 sec): 3 clusters
  Score: Raw -3984622.036688 + Penalty 3379.716753 = -3981242.319936
  nChanged 15128
		SP:Iteration 1F (182863.200000 sec): 3 clusters
  Score: Raw -3992949.838736 + Penalty 3379.716753 = -3989570.121983
  nChanged 1357
		SP:Iteration 2Q (182863.580000 sec): 3 clusters
  Score: Raw -3993335.225741 + Penalty 3379.716753 = -3989955.508988
  nChanged 1300
		SP:Iteration 3Q (182863.940000 sec): 3 clusters
  Score: Raw -3993705.385412 + Penalty 3379.716753 = -3990325.668659
  nChanged 1200
		SP:Iteration 4Q (182864.280000 sec): 3 clusters
  Score: Raw -3994051.012206 + Penalty 3379.716753 = -3990671.295453
  nChanged 1184
		SP:Iteration 5Q (182864.660000 sec): 3 clusters
  Score: Raw -3994445.195893 + Penalty 3379.716753 = -3991065.479140
  nChanged 1313
		SP:Iteration 6Q (182865.000000 sec): 3 clusters
  Score: Raw -3994941.319753 + Penalty 3379.716753 = -3991561.603000
  nChanged 1478
		SP:Iteration 7Q (182865.330000 sec): 3 clusters
  Score: Raw -3995641.223569 + Penalty 3379.716753 = -3992261.506816
  nChanged 1760
		SP:Iteration 8F (182865.710000 sec): 3 clusters
  Score: Raw -3996663.728036 + Penalty 3379.716753 = -3993284.011283
  nChanged 2064
		SP:Iteration 9F (182866.070000 sec): 3 clusters
  Score: Raw -3998125.528534 + Penalty 3379.716753 = -3994745.811781
  nChanged 2233
		SP:Iteration 10F (182866.440000 sec): 3 clusters
  Score: Raw -3999821.391849 + Penalty 3379.716753 = -3996441.675096
  nChanged 2075
		SP:Iteration 11F (182866.800000 sec): 3 clusters
  Score: Raw -4001434.198654 + Penalty 3379.716753 = -3998054.481901
  nChanged 1694
		SP:Iteration 12F (182867.130000 sec): 3 clusters
  Score: Raw -4002716.294542 + Penalty 3379.716753 = -3999336.577789
  nChanged 1160
		SP:Iteration 13Q (182867.500000 sec): 3 clusters
  Score: Raw -4003606.207070 + Penalty 3379.716753 = -4000226.490317
  nChanged 857
		SP:Iteration 14Q (182867.840000 sec): 3 clusters
  Score: Raw -4004193.487343 + Penalty 3379.716753 = -4000813.770590
  nChanged 578
		SP:Iteration 15Q (182868.150000 sec): 3 clusters
  Score: Raw -4004577.402358 + Penalty 3379.716753 = -4001197.685605
  nChanged 422
		SP:Iteration 16Q (182868.460000 sec): 3 clusters
  Score: Raw -4004837.173449 + Penalty 3379.716753 = -4001457.456697
  nChanged 302
		SP:Iteration 17Q (182868.770000 sec): 3 clusters
  Score: Raw -4004990.819939 + Penalty 3379.716753 = -4001611.103187
  nChanged 257
		SP:Iteration 18Q (182869.090000 sec): 3 clusters
  Score: Raw -4005114.788320 + Penalty 3379.716753 = -4001735.071567
  nChanged 220
		SP:Iteration 19Q (182869.450000 sec): 3 clusters
  Score: Raw -4005210.187146 + Penalty 3379.716753 = -4001830.470394
  nChanged 187
		SP:Iteration 20F (182869.800000 sec): 3 clusters
  Score: Raw -4005282.804853 + Penalty 3379.716753 = -4001903.088100
  nChanged 153
		SP:Iteration 21Q (182870.110000 sec): 3 clusters
  Score: Raw -4005341.985162 + Penalty 3379.716753 = -4001962.268409
  nChanged 132
		SP:Iteration 22Q (182870.410000 sec): 3 clusters
  Score: Raw -4005384.014380 + Penalty 3379.716753 = -4002004.297628
  nChanged 103
		SP:Iteration 23Q (182870.710000 sec): 3 clusters
  Score: Raw -4005416.496083 + Penalty 3379.716753 = -4002036.779331
  nChanged 93
		SP:Iteration 24Q (182871.020000 sec): 3 clusters
  Score: Raw -4005440.602323 + Penalty 3379.716753 = -4002060.885570
  nChanged 67
		SP:Iteration 25Q (182871.320000 sec): 3 clusters
  Score: Raw -4005455.226019 + Penalty 3379.716753 = -4002075.509266
  nChanged 65
		SP:Iteration 26Q (182871.630000 sec): 3 clusters
  Score: Raw -4005471.709246 + Penalty 3379.716753 = -4002091.992493
  nChanged 57
		SP:Iteration 27Q (182871.980000 sec): 3 clusters
  Score: Raw -4005484.745648 + Penalty 3379.716753 = -4002105.028895
  nChanged 64
		SP:Iteration 28Q (182872.310000 sec): 3 clusters
  Score: Raw -4005498.137036 + Penalty 3379.716753 = -4002118.420283
  nChanged 53
		SP:Iteration 29Q (182872.630000 sec): 3 clusters
  Score: Raw -4005507.303527 + Penalty 3379.716753 = -4002127.586774
  nChanged 41
		SP:Iteration 30Q (182872.930000 sec): 3 clusters
  Score: Raw -4005517.597156 + Penalty 3379.716753 = -4002137.880403
  nChanged 40
		SP:Iteration 31Q (182873.240000 sec): 3 clusters
  Score: Raw -4005525.025373 + Penalty 3379.716753 = -4002145.308621
  nChanged 35
		SP:Iteration 32Q (182873.540000 sec): 3 clusters
  Score: Raw -4005530.714227 + Penalty 3379.716753 = -4002150.997474
  nChanged 23
		SP:Iteration 33Q (182873.850000 sec): 3 clusters
  Score: Raw -4005534.114434 + Penalty 3379.716753 = -4002154.397681
  nChanged 26
		SP:Iteration 34Q (182874.150000 sec): 3 clusters
  Score: Raw -4005537.845793 + Penalty 3379.716753 = -4002158.129041
  nChanged 21
		SP:Iteration 35Q (182874.460000 sec): 3 clusters
  Score: Raw -4005540.895866 + Penalty 3379.716753 = -4002161.179113
  nChanged 24
		SP:Iteration 36Q (182874.760000 sec): 3 clusters
  Score: Raw -4005544.803799 + Penalty 3379.716753 = -4002165.087046
  nChanged 20
		SP:Iteration 37Q (182875.060000 sec): 3 clusters
  Score: Raw -4005547.772722 + Penalty 3379.716753 = -4002168.055969
  nChanged 16
		SP:Iteration 38Q (182875.370000 sec): 3 clusters
  Score: Raw -4005549.753885 + Penalty 3379.716753 = -4002170.037133
  nChanged 11
		SP:Iteration 39Q (182875.720000 sec): 3 clusters
  Score: Raw -4005551.320820 + Penalty 3379.716753 = -4002171.604067
  nChanged 4
		SP:Iteration 40F (182876.080000 sec): 3 clusters
  Score: Raw -4005551.839609 + Penalty 3379.716753 = -4002172.122857
  nChanged 4
		SP:Iteration 41Q (182876.380000 sec): 3 clusters
  Score: Raw -4005552.245824 + Penalty 3379.716753 = -4002172.529071
  nChanged 1
		SP:Iteration 42Q (182876.680000 sec): 3 clusters
  Score: Raw -4005552.350389 + Penalty 3379.716753 = -4002172.633636
  nChanged 1
		SP:Iteration 43Q (182876.990000 sec): 3 clusters
  Score: Raw -4005552.388479 + Penalty 3379.716753 = -4002172.671727
  nChanged 0
		SP:Iteration 44F (182877.320000 sec): 3 clusters
  Score: Raw -4005552.388479 + Penalty 3379.716753 = -4002172.671727
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182877.380000 sec): 2 clusters
  Score: Raw -119607.773488 + Penalty 1121.532296 = -118486.241192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182877.400000 sec): 3 clusters
  Score: Raw -119308.511126 + Penalty 2243.064592 = -117065.446533
  nChanged 284
		SP:Iteration 1F (182877.420000 sec): 3 clusters
  Score: Raw -119563.030635 + Penalty 2243.064592 = -117319.966042
  nChanged 69
		SP:Iteration 2F (182877.450000 sec): 3 clusters
  Score: Raw -119641.392841 + Penalty 2243.064592 = -117398.328249
  nChanged 36
		SP:Iteration 3Q (182877.480000 sec): 3 clusters
  Score: Raw -119683.163981 + Penalty 2243.064592 = -117440.099389
  nChanged 33
		SP:Iteration 4Q (182877.500000 sec): 3 clusters
  Score: Raw -119719.816943 + Penalty 2243.064592 = -117476.752351
  nChanged 29
		SP:Iteration 5Q (182877.520000 sec): 3 clusters
  Score: Raw -119754.206941 + Penalty 2243.064592 = -117511.142349
  nChanged 35
		SP:Iteration 6Q (182877.530000 sec): 3 clusters
  Score: Raw -119813.032728 + Penalty 2243.064592 = -117569.968136
  nChanged 42
		SP:Iteration 7Q (182877.550000 sec): 3 clusters
  Score: Raw -119877.463695 + Penalty 2243.064592 = -117634.399102
  nChanged 46
		SP:Iteration 8Q (182877.570000 sec): 3 clusters
  Score: Raw -119970.844878 + Penalty 2243.064592 = -117727.780286
  nChanged 49
		SP:Iteration 9Q (182877.590000 sec): 3 clusters
  Score: Raw -120082.504317 + Penalty 2243.064592 = -117839.439725
  nChanged 42
		SP:Iteration 10Q (182877.600000 sec): 3 clusters
  Score: Raw -120192.303942 + Penalty 2243.064592 = -117949.239350
  nChanged 40
		SP:Iteration 11Q (182877.620000 sec): 3 clusters
  Score: Raw -120298.882382 + Penalty 2243.064592 = -118055.817790
  nChanged 27
		SP:Iteration 12Q (182877.640000 sec): 3 clusters
  Score: Raw -120352.788682 + Penalty 2243.064592 = -118109.724090
  nChanged 13
		SP:Iteration 13Q (182877.660000 sec): 3 clusters
  Score: Raw -120370.521631 + Penalty 2243.064592 = -118127.457039
  nChanged 10
		SP:Iteration 14Q (182877.680000 sec): 3 clusters
  Score: Raw -120381.726799 + Penalty 2243.064592 = -118138.662206
  nChanged 8
		SP:Iteration 15Q (182877.700000 sec): 3 clusters
  Score: Raw -120392.546454 + Penalty 2243.064592 = -118149.481862
  nChanged 9
		SP:Iteration 16Q (182877.720000 sec): 3 clusters
  Score: Raw -120403.388696 + Penalty 2243.064592 = -118160.324104
  nChanged 6
		SP:Iteration 17Q (182877.740000 sec): 3 clusters
  Score: Raw -120409.002694 + Penalty 2243.064592 = -118165.938102
  nChanged 2
		SP:Iteration 18Q (182877.750000 sec): 3 clusters
  Score: Raw -120410.362103 + Penalty 2243.064592 = -118167.297510
  nChanged 2
		SP:Iteration 19Q (182877.770000 sec): 3 clusters
  Score: Raw -120412.177557 + Penalty 2243.064592 = -118169.112965
  nChanged 2
		SP:Iteration 20F (182877.790000 sec): 3 clusters
  Score: Raw -120435.318529 + Penalty 2243.064592 = -118192.253936
  nChanged 3
		SP:Iteration 21Q (182877.810000 sec): 3 clusters
  Score: Raw -120473.792120 + Penalty 2243.064592 = -118230.727528
  nChanged 10
		SP:Iteration 22Q (182877.830000 sec): 3 clusters
  Score: Raw -120487.376770 + Penalty 2243.064592 = -118244.312178
  nChanged 1
		SP:Iteration 23Q (182877.850000 sec): 3 clusters
  Score: Raw -120488.583708 + Penalty 2243.064592 = -118245.519115
  nChanged 0
		SP:Iteration 24F (182877.860000 sec): 3 clusters
  Score: Raw -120488.583708 + Penalty 2243.064592 = -118245.519115
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182877.960000 sec): 2 clusters
  Score: Raw -676384.363124 + Penalty 1394.338320 = -674990.024804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182878.070000 sec): 3 clusters
  Score: Raw -673608.523964 + Penalty 2788.676640 = -670819.847324
  nChanged 2121
		SP:Iteration 1F (182878.160000 sec): 3 clusters
  Score: Raw -674730.758055 + Penalty 2788.676640 = -671942.081416
  nChanged 328
		SP:Iteration 2F (182878.260000 sec): 3 clusters
  Score: Raw -674880.612013 + Penalty 2788.676640 = -672091.935373
  nChanged 239
		SP:Iteration 3Q (182878.350000 sec): 3 clusters
  Score: Raw -674978.099712 + Penalty 2788.676640 = -672189.423073
  nChanged 178
		SP:Iteration 4Q (182878.440000 sec): 3 clusters
  Score: Raw -675054.516317 + Penalty 2788.676640 = -672265.839677
  nChanged 160
		SP:Iteration 5Q (182878.540000 sec): 3 clusters
  Score: Raw -675129.797258 + Penalty 2788.676640 = -672341.120618
  nChanged 152
		SP:Iteration 6Q (182878.630000 sec): 3 clusters
  Score: Raw -675195.683696 + Penalty 2788.676640 = -672407.007056
  nChanged 132
		SP:Iteration 7Q (182878.720000 sec): 3 clusters
  Score: Raw -675251.215591 + Penalty 2788.676640 = -672462.538951
  nChanged 126
		SP:Iteration 8Q (182878.820000 sec): 3 clusters
  Score: Raw -675308.557880 + Penalty 2788.676640 = -672519.881240
  nChanged 131
		SP:Iteration 9Q (182878.910000 sec): 3 clusters
  Score: Raw -675369.943864 + Penalty 2788.676640 = -672581.267224
  nChanged 148
		SP:Iteration 10Q (182879.000000 sec): 3 clusters
  Score: Raw -675447.239539 + Penalty 2788.676640 = -672658.562899
  nChanged 149
		SP:Iteration 11Q (182879.100000 sec): 3 clusters
  Score: Raw -675533.892612 + Penalty 2788.676640 = -672745.215972
  nChanged 173
		SP:Iteration 12Q (182879.190000 sec): 3 clusters
  Score: Raw -675639.921849 + Penalty 2788.676640 = -672851.245209
  nChanged 173
		SP:Iteration 13Q (182879.280000 sec): 3 clusters
  Score: Raw -675748.725657 + Penalty 2788.676640 = -672960.049017
  nChanged 176
		SP:Iteration 14Q (182879.380000 sec): 3 clusters
  Score: Raw -675869.617769 + Penalty 2788.676640 = -673080.941129
  nChanged 176
		SP:Iteration 15Q (182879.470000 sec): 3 clusters
  Score: Raw -675992.737446 + Penalty 2788.676640 = -673204.060807
  nChanged 135
		SP:Iteration 16Q (182879.560000 sec): 3 clusters
  Score: Raw -676105.304798 + Penalty 2788.676640 = -673316.628158
  nChanged 128
		SP:Iteration 17Q (182879.650000 sec): 3 clusters
  Score: Raw -676206.680882 + Penalty 2788.676640 = -673418.004242
  nChanged 89
		SP:Iteration 18Q (182879.740000 sec): 3 clusters
  Score: Raw -676277.607572 + Penalty 2788.676640 = -673488.930933
  nChanged 67
		SP:Iteration 19Q (182879.830000 sec): 3 clusters
  Score: Raw -676339.024464 + Penalty 2788.676640 = -673550.347824
  nChanged 56
		SP:Iteration 20F (182879.920000 sec): 3 clusters
  Score: Raw -676392.225490 + Penalty 2788.676640 = -673603.548850
  nChanged 52
		SP:Iteration 21Q (182880.010000 sec): 3 clusters
  Score: Raw -676442.350400 + Penalty 2788.676640 = -673653.673760
  nChanged 30
		SP:Iteration 22Q (182880.090000 sec): 3 clusters
  Score: Raw -676468.095232 + Penalty 2788.676640 = -673679.418592
  nChanged 20
		SP:Iteration 23Q (182880.180000 sec): 3 clusters
  Score: Raw -676485.392846 + Penalty 2788.676640 = -673696.716206
  nChanged 14
		SP:Iteration 24Q (182880.270000 sec): 3 clusters
  Score: Raw -676495.526551 + Penalty 2788.676640 = -673706.849912
  nChanged 13
		SP:Iteration 25Q (182880.360000 sec): 3 clusters
  Score: Raw -676507.510544 + Penalty 2788.676640 = -673718.833904
  nChanged 9
		SP:Iteration 26Q (182880.440000 sec): 3 clusters
  Score: Raw -676517.622565 + Penalty 2788.676640 = -673728.945926
  nChanged 8
		SP:Iteration 27Q (182880.530000 sec): 3 clusters
  Score: Raw -676524.826512 + Penalty 2788.676640 = -673736.149872
  nChanged 4
		SP:Iteration 28Q (182880.620000 sec): 3 clusters
  Score: Raw -676528.970206 + Penalty 2788.676640 = -673740.293566
  nChanged 3
		SP:Iteration 29Q (182880.710000 sec): 3 clusters
  Score: Raw -676532.707393 + Penalty 2788.676640 = -673744.030753
  nChanged 3
		SP:Iteration 30Q (182880.790000 sec): 3 clusters
  Score: Raw -676536.339045 + Penalty 2788.676640 = -673747.662406
  nChanged 3
		SP:Iteration 31Q (182880.880000 sec): 3 clusters
  Score: Raw -676539.388266 + Penalty 2788.676640 = -673750.711626
  nChanged 3
		SP:Iteration 32Q (182880.970000 sec): 3 clusters
  Score: Raw -676542.695842 + Penalty 2788.676640 = -673754.019202
  nChanged 4
		SP:Iteration 33Q (182881.050000 sec): 3 clusters
  Score: Raw -676545.698511 + Penalty 2788.676640 = -673757.021872
  nChanged 0
		SP:Iteration 34F (182881.150000 sec): 3 clusters
  Score: Raw -676545.698511 + Penalty 2788.676640 = -673757.021872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182881.290000 sec): 2 clusters
  Score: Raw -1300704.471165 + Penalty 1517.544208 = -1299186.926957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182881.460000 sec): 3 clusters
  Score: Raw -1294154.484962 + Penalty 3035.088416 = -1291119.396547
  nChanged 4968
		SP:Iteration 1F (182881.630000 sec): 3 clusters
  Score: Raw -1296857.342695 + Penalty 3035.088416 = -1293822.254279
  nChanged 730
		SP:Iteration 2F (182881.790000 sec): 3 clusters
  Score: Raw -1297217.864757 + Penalty 3035.088416 = -1294182.776341
  nChanged 650
		SP:Iteration 3F (182881.960000 sec): 3 clusters
  Score: Raw -1297551.998189 + Penalty 3035.088416 = -1294516.909773
  nChanged 662
		SP:Iteration 4F (182882.110000 sec): 3 clusters
  Score: Raw -1297887.182574 + Penalty 3035.088416 = -1294852.094159
  nChanged 597
		SP:Iteration 5F (182882.290000 sec): 3 clusters
  Score: Raw -1298219.725682 + Penalty 3035.088416 = -1295184.637267
  nChanged 615
		SP:Iteration 6F (182882.440000 sec): 3 clusters
  Score: Raw -1298593.070507 + Penalty 3035.088416 = -1295557.982092
  nChanged 639
		SP:Iteration 7F (182882.610000 sec): 3 clusters
  Score: Raw -1299039.303576 + Penalty 3035.088416 = -1296004.215160
  nChanged 623
		SP:Iteration 8F (182882.770000 sec): 3 clusters
  Score: Raw -1299519.744790 + Penalty 3035.088416 = -1296484.656375
  nChanged 521
		SP:Iteration 9Q (182882.940000 sec): 3 clusters
  Score: Raw -1299916.792376 + Penalty 3035.088416 = -1296881.703960
  nChanged 406
		SP:Iteration 10Q (182883.130000 sec): 3 clusters
  Score: Raw -1300252.075196 + Penalty 3035.088416 = -1297216.986780
  nChanged 297
		SP:Iteration 11Q (182883.290000 sec): 3 clusters
  Score: Raw -1300539.958823 + Penalty 3035.088416 = -1297504.870408
  nChanged 210
		SP:Iteration 12Q (182883.440000 sec): 3 clusters
  Score: Raw -1300762.743886 + Penalty 3035.088416 = -1297727.655471
  nChanged 147
		SP:Iteration 13Q (182883.600000 sec): 3 clusters
  Score: Raw -1300906.557203 + Penalty 3035.088416 = -1297871.468788
  nChanged 94
		SP:Iteration 14Q (182883.780000 sec): 3 clusters
  Score: Raw -1300984.172492 + Penalty 3035.088416 = -1297949.084076
  nChanged 72
		SP:Iteration 15Q (182883.920000 sec): 3 clusters
  Score: Raw -1301032.352314 + Penalty 3035.088416 = -1297997.263898
  nChanged 43
		SP:Iteration 16Q (182884.100000 sec): 3 clusters
  Score: Raw -1301060.336189 + Penalty 3035.088416 = -1298025.247773
  nChanged 26
		SP:Iteration 17Q (182884.250000 sec): 3 clusters
  Score: Raw -1301076.068842 + Penalty 3035.088416 = -1298040.980426
  nChanged 21
		SP:Iteration 18Q (182884.430000 sec): 3 clusters
  Score: Raw -1301093.061784 + Penalty 3035.088416 = -1298057.973368
  nChanged 20
		SP:Iteration 19Q (182884.570000 sec): 3 clusters
  Score: Raw -1301108.371150 + Penalty 3035.088416 = -1298073.282734
  nChanged 21
		SP:Iteration 20F (182884.760000 sec): 3 clusters
  Score: Raw -1301120.683814 + Penalty 3035.088416 = -1298085.595398
  nChanged 11
		SP:Iteration 21Q (182884.900000 sec): 3 clusters
  Score: Raw -1301125.564464 + Penalty 3035.088416 = -1298090.476049
  nChanged 7
		SP:Iteration 22Q (182885.070000 sec): 3 clusters
  Score: Raw -1301129.801023 + Penalty 3035.088416 = -1298094.712607
  nChanged 9
		SP:Iteration 23Q (182885.220000 sec): 3 clusters
  Score: Raw -1301133.980341 + Penalty 3035.088416 = -1298098.891926
  nChanged 11
		SP:Iteration 24Q (182885.370000 sec): 3 clusters
  Score: Raw -1301138.946252 + Penalty 3035.088416 = -1298103.857836
  nChanged 14
		SP:Iteration 25Q (182885.540000 sec): 3 clusters
  Score: Raw -1301146.703694 + Penalty 3035.088416 = -1298111.615278
  nChanged 10
		SP:Iteration 26Q (182885.690000 sec): 3 clusters
  Score: Raw -1301151.692489 + Penalty 3035.088416 = -1298116.604073
  nChanged 9
		SP:Iteration 27Q (182885.870000 sec): 3 clusters
  Score: Raw -1301154.475078 + Penalty 3035.088416 = -1298119.386663
  nChanged 6
		SP:Iteration 28Q (182886.020000 sec): 3 clusters
  Score: Raw -1301157.792704 + Penalty 3035.088416 = -1298122.704289
  nChanged 5
		SP:Iteration 29Q (182886.200000 sec): 3 clusters
  Score: Raw -1301160.197521 + Penalty 3035.088416 = -1298125.109105
  nChanged 3
		SP:Iteration 30Q (182886.340000 sec): 3 clusters
  Score: Raw -1301162.509411 + Penalty 3035.088416 = -1298127.420995
  nChanged 4
		SP:Iteration 31Q (182886.520000 sec): 3 clusters
  Score: Raw -1301164.974619 + Penalty 3035.088416 = -1298129.886203
  nChanged 2
		SP:Iteration 32Q (182886.670000 sec): 3 clusters
  Score: Raw -1301165.973592 + Penalty 3035.088416 = -1298130.885177
  nChanged 1
		SP:Iteration 33Q (182886.840000 sec): 3 clusters
  Score: Raw -1301166.293365 + Penalty 3035.088416 = -1298131.204950
  nChanged 0
		SP:Iteration 34F (182887.000000 sec): 3 clusters
  Score: Raw -1301166.293365 + Penalty 3035.088416 = -1298131.204950
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (30067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182887.300000 sec): 2 clusters
  Score: Raw -3678639.843066 + Penalty 1675.567319 = -3676964.275747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182887.620000 sec): 3 clusters
  Score: Raw -3660053.905826 + Penalty 3351.134639 = -3656702.771187
  nChanged 13843
		SP:Iteration 1F (182887.930000 sec): 3 clusters
  Score: Raw -3667578.357790 + Penalty 3351.134639 = -3664227.223151
  nChanged 1279
		SP:Iteration 2Q (182888.270000 sec): 3 clusters
  Score: Raw -3667956.311764 + Penalty 3351.134639 = -3664605.177125
  nChanged 1213
		SP:Iteration 3Q (182888.580000 sec): 3 clusters
  Score: Raw -3668341.086771 + Penalty 3351.134639 = -3664989.952132
  nChanged 1251
		SP:Iteration 4Q (182888.920000 sec): 3 clusters
  Score: Raw -3668797.276580 + Penalty 3351.134639 = -3665446.141942
  nChanged 1372
		SP:Iteration 5Q (182889.230000 sec): 3 clusters
  Score: Raw -3669400.107461 + Penalty 3351.134639 = -3666048.972822
  nChanged 1685
		SP:Iteration 6F (182889.600000 sec): 3 clusters
  Score: Raw -3670284.884515 + Penalty 3351.134639 = -3666933.749876
  nChanged 1935
		SP:Iteration 7F (182889.910000 sec): 3 clusters
  Score: Raw -3671464.131387 + Penalty 3351.134639 = -3668112.996748
  nChanged 2100
		SP:Iteration 8F (182890.220000 sec): 3 clusters
  Score: Raw -3672861.357023 + Penalty 3351.134639 = -3669510.222384
  nChanged 1963
		SP:Iteration 9F (182890.530000 sec): 3 clusters
  Score: Raw -3674201.712012 + Penalty 3351.134639 = -3670850.577374
  nChanged 1662
		SP:Iteration 10F (182890.860000 sec): 3 clusters
  Score: Raw -3675252.817864 + Penalty 3351.134639 = -3671901.683225
  nChanged 1310
		SP:Iteration 11Q (182891.200000 sec): 3 clusters
  Score: Raw -3675998.067019 + Penalty 3351.134639 = -3672646.932381
  nChanged 1014
		SP:Iteration 12Q (182891.540000 sec): 3 clusters
  Score: Raw -3676565.534925 + Penalty 3351.134639 = -3673214.400287
  nChanged 825
		SP:Iteration 13Q (182891.860000 sec): 3 clusters
  Score: Raw -3677032.024553 + Penalty 3351.134639 = -3673680.889915
  nChanged 710
		SP:Iteration 14Q (182892.180000 sec): 3 clusters
  Score: Raw -3677450.463270 + Penalty 3351.134639 = -3674099.328631
  nChanged 577
		SP:Iteration 15Q (182892.510000 sec): 3 clusters
  Score: Raw -3677799.353351 + Penalty 3351.134639 = -3674448.218713
  nChanged 468
		SP:Iteration 16Q (182892.840000 sec): 3 clusters
  Score: Raw -3678092.952203 + Penalty 3351.134639 = -3674741.817564
  nChanged 358
		SP:Iteration 17Q (182893.160000 sec): 3 clusters
  Score: Raw -3678311.937167 + Penalty 3351.134639 = -3674960.802528
  nChanged 254
		SP:Iteration 18Q (182893.470000 sec): 3 clusters
  Score: Raw -3678462.185484 + Penalty 3351.134639 = -3675111.050845
  nChanged 194
		SP:Iteration 19Q (182893.780000 sec): 3 clusters
  Score: Raw -3678592.252334 + Penalty 3351.134639 = -3675241.117695
  nChanged 164
		SP:Iteration 20F (182894.140000 sec): 3 clusters
  Score: Raw -3678692.275172 + Penalty 3351.134639 = -3675341.140533
  nChanged 117
		SP:Iteration 21Q (182894.440000 sec): 3 clusters
  Score: Raw -3678756.220893 + Penalty 3351.134639 = -3675405.086255
  nChanged 79
		SP:Iteration 22Q (182894.770000 sec): 3 clusters
  Score: Raw -3678800.770429 + Penalty 3351.134639 = -3675449.635790
  nChanged 68
		SP:Iteration 23Q (182895.100000 sec): 3 clusters
  Score: Raw -3678832.553324 + Penalty 3351.134639 = -3675481.418686
  nChanged 52
		SP:Iteration 24Q (182895.420000 sec): 3 clusters
  Score: Raw -3678855.636483 + Penalty 3351.134639 = -3675504.501844
  nChanged 43
		SP:Iteration 25Q (182895.730000 sec): 3 clusters
  Score: Raw -3678871.783930 + Penalty 3351.134639 = -3675520.649292
  nChanged 27
		SP:Iteration 26Q (182896.010000 sec): 3 clusters
  Score: Raw -3678883.160172 + Penalty 3351.134639 = -3675532.025533
  nChanged 26
		SP:Iteration 27Q (182896.310000 sec): 3 clusters
  Score: Raw -3678894.400394 + Penalty 3351.134639 = -3675543.265755
  nChanged 20
		SP:Iteration 28Q (182896.630000 sec): 3 clusters
  Score: Raw -3678901.120043 + Penalty 3351.134639 = -3675549.985404
  nChanged 21
		SP:Iteration 29Q (182896.960000 sec): 3 clusters
  Score: Raw -3678910.024721 + Penalty 3351.134639 = -3675558.890082
  nChanged 23
		SP:Iteration 30Q (182897.280000 sec): 3 clusters
  Score: Raw -3678918.820715 + Penalty 3351.134639 = -3675567.686077
  nChanged 17
		SP:Iteration 31Q (182897.610000 sec): 3 clusters
  Score: Raw -3678926.965940 + Penalty 3351.134639 = -3675575.831301
  nChanged 16
		SP:Iteration 32Q (182897.940000 sec): 3 clusters
  Score: Raw -3678935.228785 + Penalty 3351.134639 = -3675584.094147
  nChanged 11
		SP:Iteration 33Q (182898.260000 sec): 3 clusters
  Score: Raw -3678941.096060 + Penalty 3351.134639 = -3675589.961421
  nChanged 10
		SP:Iteration 34Q (182898.540000 sec): 3 clusters
  Score: Raw -3678944.511077 + Penalty 3351.134639 = -3675593.376438
  nChanged 6
		SP:Iteration 35Q (182898.840000 sec): 3 clusters
  Score: Raw -3678945.702498 + Penalty 3351.134639 = -3675594.567859
  nChanged 1
		SP:Iteration 36Q (182899.160000 sec): 3 clusters
  Score: Raw -3678945.857709 + Penalty 3351.134639 = -3675594.723071
  nChanged 1
		SP:Iteration 37Q (182899.480000 sec): 3 clusters
  Score: Raw -3678946.048491 + Penalty 3351.134639 = -3675594.913853
  nChanged 0
		SP:Iteration 38F (182899.830000 sec): 3 clusters
  Score: Raw -3678946.048491 + Penalty 3351.134639 = -3675594.913853
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (21195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182900.010000 sec): 2 clusters
  Score: Raw -2500294.384258 + Penalty 1618.747095 = -2498675.637163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182900.350000 sec): 3 clusters
  Score: Raw -2487502.752621 + Penalty 3237.494190 = -2484265.258431
  nChanged 9691
		SP:Iteration 1F (182900.690000 sec): 3 clusters
  Score: Raw -2492897.766552 + Penalty 3237.494190 = -2489660.272362
  nChanged 1213
		SP:Iteration 2F (182901.030000 sec): 3 clusters
  Score: Raw -2493485.296530 + Penalty 3237.494190 = -2490247.802340
  nChanged 1298
		SP:Iteration 3F (182901.330000 sec): 3 clusters
  Score: Raw -2494233.380251 + Penalty 3237.494190 = -2490995.886061
  nChanged 1346
		SP:Iteration 4F (182901.670000 sec): 3 clusters
  Score: Raw -2495152.075923 + Penalty 3237.494190 = -2491914.581734
  nChanged 1394
		SP:Iteration 5F (182901.970000 sec): 3 clusters
  Score: Raw -2496234.607630 + Penalty 3237.494190 = -2492997.113440
  nChanged 1396
		SP:Iteration 6F (182902.310000 sec): 3 clusters
  Score: Raw -2497377.728699 + Penalty 3237.494190 = -2494140.234509
  nChanged 1203
		SP:Iteration 7F (182902.610000 sec): 3 clusters
  Score: Raw -2498333.901573 + Penalty 3237.494190 = -2495096.407383
  nChanged 960
		SP:Iteration 8Q (182902.950000 sec): 3 clusters
  Score: Raw -2498973.375490 + Penalty 3237.494190 = -2495735.881301
  nChanged 709
		SP:Iteration 9Q (182903.250000 sec): 3 clusters
  Score: Raw -2499376.809846 + Penalty 3237.494190 = -2496139.315656
  nChanged 517
		SP:Iteration 10Q (182903.600000 sec): 3 clusters
  Score: Raw -2499598.964484 + Penalty 3237.494190 = -2496361.470295
  nChanged 371
		SP:Iteration 11Q (182903.890000 sec): 3 clusters
  Score: Raw -2499736.248645 + Penalty 3237.494190 = -2496498.754455
  nChanged 276
		SP:Iteration 12Q (182904.240000 sec): 3 clusters
  Score: Raw -2499824.278172 + Penalty 3237.494190 = -2496586.783982
  nChanged 234
		SP:Iteration 13Q (182904.540000 sec): 3 clusters
  Score: Raw -2499889.176215 + Penalty 3237.494190 = -2496651.682025
  nChanged 196
		SP:Iteration 14Q (182904.880000 sec): 3 clusters
  Score: Raw -2499941.526428 + Penalty 3237.494190 = -2496704.032238
  nChanged 168
		SP:Iteration 15Q (182905.180000 sec): 3 clusters
  Score: Raw -2499985.483373 + Penalty 3237.494190 = -2496747.989184
  nChanged 175
		SP:Iteration 16Q (182905.520000 sec): 3 clusters
  Score: Raw -2500035.715436 + Penalty 3237.494190 = -2496798.221246
  nChanged 181
		SP:Iteration 17Q (182905.820000 sec): 3 clusters
  Score: Raw -2500083.074273 + Penalty 3237.494190 = -2496845.580084
  nChanged 157
		SP:Iteration 18Q (182906.160000 sec): 3 clusters
  Score: Raw -2500120.114519 + Penalty 3237.494190 = -2496882.620330
  nChanged 136
		SP:Iteration 19Q (182906.460000 sec): 3 clusters
  Score: Raw -2500153.108234 + Penalty 3237.494190 = -2496915.614045
  nChanged 137
		SP:Iteration 20F (182906.800000 sec): 3 clusters
  Score: Raw -2500191.141144 + Penalty 3237.494190 = -2496953.646954
  nChanged 122
		SP:Iteration 21Q (182907.100000 sec): 3 clusters
  Score: Raw -2500219.339045 + Penalty 3237.494190 = -2496981.844855
  nChanged 111
		SP:Iteration 22Q (182907.440000 sec): 3 clusters
  Score: Raw -2500243.916858 + Penalty 3237.494190 = -2497006.422668
  nChanged 93
		SP:Iteration 23Q (182907.740000 sec): 3 clusters
  Score: Raw -2500262.304909 + Penalty 3237.494190 = -2497024.810719
  nChanged 102
		SP:Iteration 24Q (182908.080000 sec): 3 clusters
  Score: Raw -2500282.219253 + Penalty 3237.494190 = -2497044.725063
  nChanged 81
		SP:Iteration 25Q (182908.380000 sec): 3 clusters
  Score: Raw -2500297.764249 + Penalty 3237.494190 = -2497060.270059
  nChanged 77
		SP:Iteration 26Q (182908.720000 sec): 3 clusters
  Score: Raw -2500313.548380 + Penalty 3237.494190 = -2497076.054190
  nChanged 89
		SP:Iteration 27Q (182908.990000 sec): 3 clusters
  Score: Raw -2500333.397005 + Penalty 3237.494190 = -2497095.902815
  nChanged 93
		SP:Iteration 28Q (182909.210000 sec): 3 clusters
  Score: Raw -2500353.225675 + Penalty 3237.494190 = -2497115.731485
  nChanged 107
		SP:Iteration 29Q (182909.460000 sec): 3 clusters
  Score: Raw -2500376.962286 + Penalty 3237.494190 = -2497139.468096
  nChanged 116
		SP:Iteration 30Q (182909.690000 sec): 3 clusters
  Score: Raw -2500411.194829 + Penalty 3237.494190 = -2497173.700639
  nChanged 148
		SP:Iteration 31Q (182909.960000 sec): 3 clusters
  Score: Raw -2500451.289679 + Penalty 3237.494190 = -2497213.795489
  nChanged 128
		SP:Iteration 32Q (182910.230000 sec): 3 clusters
  Score: Raw -2500487.447535 + Penalty 3237.494190 = -2497249.953345
  nChanged 135
		SP:Iteration 33Q (182910.490000 sec): 3 clusters
  Score: Raw -2500517.750921 + Penalty 3237.494190 = -2497280.256731
  nChanged 100
		SP:Iteration 34Q (182910.710000 sec): 3 clusters
  Score: Raw -2500541.030858 + Penalty 3237.494190 = -2497303.536668
  nChanged 112
		SP:Iteration 35Q (182910.960000 sec): 3 clusters
  Score: Raw -2500562.402499 + Penalty 3237.494190 = -2497324.908309
  nChanged 94
		SP:Iteration 36Q (182911.180000 sec): 3 clusters
  Score: Raw -2500580.916119 + Penalty 3237.494190 = -2497343.421929
  nChanged 82
		SP:Iteration 37Q (182911.450000 sec): 3 clusters
  Score: Raw -2500597.440659 + Penalty 3237.494190 = -2497359.946470
  nChanged 84
		SP:Iteration 38Q (182911.670000 sec): 3 clusters
  Score: Raw -2500615.910113 + Penalty 3237.494190 = -2497378.415923
  nChanged 90
		SP:Iteration 39Q (182911.920000 sec): 3 clusters
  Score: Raw -2500633.030793 + Penalty 3237.494190 = -2497395.536603
  nChanged 72
		SP:Iteration 40F (182912.160000 sec): 3 clusters
  Score: Raw -2500643.637489 + Penalty 3237.494190 = -2497406.143299
  nChanged 52
		SP:Iteration 41Q (182912.420000 sec): 3 clusters
  Score: Raw -2500652.283304 + Penalty 3237.494190 = -2497414.789114
  nChanged 52
		SP:Iteration 42Q (182912.680000 sec): 3 clusters
  Score: Raw -2500661.467972 + Penalty 3237.494190 = -2497423.973783
  nChanged 51
		SP:Iteration 43Q (182912.900000 sec): 3 clusters
  Score: Raw -2500671.730272 + Penalty 3237.494190 = -2497434.236082
  nChanged 60
		SP:Iteration 44Q (182913.150000 sec): 3 clusters
  Score: Raw -2500683.330762 + Penalty 3237.494190 = -2497445.836572
  nChanged 62
		SP:Iteration 45Q (182913.380000 sec): 3 clusters
  Score: Raw -2500695.259775 + Penalty 3237.494190 = -2497457.765586
  nChanged 74
		SP:Iteration 46Q (182913.670000 sec): 3 clusters
  Score: Raw -2500709.803350 + Penalty 3237.494190 = -2497472.309160
  nChanged 80
		SP:Iteration 47Q (182913.940000 sec): 3 clusters
  Score: Raw -2500726.788256 + Penalty 3237.494190 = -2497489.294066
  nChanged 74
		SP:Iteration 48Q (182914.210000 sec): 3 clusters
  Score: Raw -2500742.393623 + Penalty 3237.494190 = -2497504.899433
  nChanged 80
		SP:Iteration 49Q (182914.470000 sec): 3 clusters
  Score: Raw -2500760.990410 + Penalty 3237.494190 = -2497523.496221
  nChanged 79
		SP:Iteration 50Q (182914.730000 sec): 3 clusters
  Score: Raw -2500781.202262 + Penalty 3237.494190 = -2497543.708072
  nChanged 87
		SP:Iteration 51Q (182914.950000 sec): 3 clusters
  Score: Raw -2500803.075609 + Penalty 3237.494190 = -2497565.581419
  nChanged 94
		SP:Iteration 52Q (182915.200000 sec): 3 clusters
  Score: Raw -2500827.774424 + Penalty 3237.494190 = -2497590.280234
  nChanged 103
		SP:Iteration 53Q (182915.420000 sec): 3 clusters
  Score: Raw -2500857.608743 + Penalty 3237.494190 = -2497620.114553
  nChanged 111
		SP:Iteration 54Q (182915.640000 sec): 3 clusters
  Score: Raw -2500888.523629 + Penalty 3237.494190 = -2497651.029439
  nChanged 106
		SP:Iteration 55Q (182915.890000 sec): 3 clusters
  Score: Raw -2500918.154272 + Penalty 3237.494190 = -2497680.660082
  nChanged 99
		SP:Iteration 56Q (182916.110000 sec): 3 clusters
  Score: Raw -2500947.828204 + Penalty 3237.494190 = -2497710.334014
  nChanged 106
		SP:Iteration 57Q (182916.370000 sec): 3 clusters
  Score: Raw -2500984.715941 + Penalty 3237.494190 = -2497747.221752
  nChanged 116
		SP:Iteration 58Q (182916.590000 sec): 3 clusters
  Score: Raw -2501028.258984 + Penalty 3237.494190 = -2497790.764794
  nChanged 112
		SP:Iteration 59Q (182916.840000 sec): 3 clusters
  Score: Raw -2501067.307084 + Penalty 3237.494190 = -2497829.812894
  nChanged 99
		SP:Iteration 60F (182917.110000 sec): 3 clusters
  Score: Raw -2501098.782223 + Penalty 3237.494190 = -2497861.288033
  nChanged 96
		SP:Iteration 61Q (182917.370000 sec): 3 clusters
  Score: Raw -2501128.357440 + Penalty 3237.494190 = -2497890.863251
  nChanged 76
		SP:Iteration 62Q (182917.630000 sec): 3 clusters
  Score: Raw -2501149.839587 + Penalty 3237.494190 = -2497912.345397
  nChanged 48
		SP:Iteration 63Q (182917.890000 sec): 3 clusters
  Score: Raw -2501163.249161 + Penalty 3237.494190 = -2497925.754971
  nChanged 51
		SP:Iteration 64Q (182918.110000 sec): 3 clusters
  Score: Raw -2501175.744009 + Penalty 3237.494190 = -2497938.249820
  nChanged 46
		SP:Iteration 65Q (182918.360000 sec): 3 clusters
  Score: Raw -2501185.571068 + Penalty 3237.494190 = -2497948.076878
  nChanged 32
		SP:Iteration 66Q (182918.580000 sec): 3 clusters
  Score: Raw -2501192.360899 + Penalty 3237.494190 = -2497954.866709
  nChanged 35
		SP:Iteration 67Q (182918.800000 sec): 3 clusters
  Score: Raw -2501200.285081 + Penalty 3237.494190 = -2497962.790891
  nChanged 27
		SP:Iteration 68Q (182919.040000 sec): 3 clusters
  Score: Raw -2501207.599727 + Penalty 3237.494190 = -2497970.105537
  nChanged 34
		SP:Iteration 69Q (182919.260000 sec): 3 clusters
  Score: Raw -2501216.807939 + Penalty 3237.494190 = -2497979.313750
  nChanged 29
		SP:Iteration 70Q (182919.480000 sec): 3 clusters
  Score: Raw -2501223.548715 + Penalty 3237.494190 = -2497986.054526
  nChanged 23
		SP:Iteration 71Q (182919.720000 sec): 3 clusters
  Score: Raw -2501229.973743 + Penalty 3237.494190 = -2497992.479554
  nChanged 26
		SP:Iteration 72Q (182919.980000 sec): 3 clusters
  Score: Raw -2501235.949174 + Penalty 3237.494190 = -2497998.454984
  nChanged 19
		SP:Iteration 73Q (182920.240000 sec): 3 clusters
  Score: Raw -2501239.027841 + Penalty 3237.494190 = -2498001.533652
  nChanged 8
		SP:Iteration 74Q (182920.500000 sec): 3 clusters
  Score: Raw -2501240.058751 + Penalty 3237.494190 = -2498002.564561
  nChanged 6
		SP:Iteration 75Q (182920.720000 sec): 3 clusters
  Score: Raw -2501240.892329 + Penalty 3237.494190 = -2498003.398139
  nChanged 7
		SP:Iteration 76Q (182920.960000 sec): 3 clusters
  Score: Raw -2501242.894289 + Penalty 3237.494190 = -2498005.400099
  nChanged 10
		SP:Iteration 77Q (182921.190000 sec): 3 clusters
  Score: Raw -2501244.841417 + Penalty 3237.494190 = -2498007.347228
  nChanged 10
		SP:Iteration 78Q (182921.410000 sec): 3 clusters
  Score: Raw -2501247.128131 + Penalty 3237.494190 = -2498009.633942
  nChanged 8
		SP:Iteration 79Q (182921.650000 sec): 3 clusters
  Score: Raw -2501248.271502 + Penalty 3237.494190 = -2498010.777312
  nChanged 4
		SP:Iteration 80F (182921.890000 sec): 3 clusters
  Score: Raw -2501248.813530 + Penalty 3237.494190 = -2498011.319340
  nChanged 2
		SP:Iteration 81Q (182922.150000 sec): 3 clusters
  Score: Raw -2501249.424140 + Penalty 3237.494190 = -2498011.929950
  nChanged 4
		SP:Iteration 82Q (182922.410000 sec): 3 clusters
  Score: Raw -2501250.344889 + Penalty 3237.494190 = -2498012.850699
  nChanged 4
		SP:Iteration 83Q (182922.630000 sec): 3 clusters
  Score: Raw -2501251.304712 + Penalty 3237.494190 = -2498013.810522
  nChanged 7
		SP:Iteration 84Q (182922.850000 sec): 3 clusters
  Score: Raw -2501253.071450 + Penalty 3237.494190 = -2498015.577260
  nChanged 6
		SP:Iteration 85Q (182923.110000 sec): 3 clusters
  Score: Raw -2501254.105404 + Penalty 3237.494190 = -2498016.611214
  nChanged 4
		SP:Iteration 86Q (182923.330000 sec): 3 clusters
  Score: Raw -2501254.795453 + Penalty 3237.494190 = -2498017.301263
  nChanged 2
		SP:Iteration 87Q (182923.580000 sec): 3 clusters
  Score: Raw -2501255.393791 + Penalty 3237.494190 = -2498017.899601
  nChanged 1
		SP:Iteration 88Q (182923.800000 sec): 3 clusters
  Score: Raw -2501255.498889 + Penalty 3237.494190 = -2498018.004699
  nChanged 2
		SP:Iteration 89Q (182924.020000 sec): 3 clusters
  Score: Raw -2501255.722076 + Penalty 3237.494190 = -2498018.227886
  nChanged 2
		SP:Iteration 90Q (182924.270000 sec): 3 clusters
  Score: Raw -2501256.238277 + Penalty 3237.494190 = -2498018.744087
  nChanged 3
		SP:Iteration 91Q (182924.490000 sec): 3 clusters
  Score: Raw -2501257.100973 + Penalty 3237.494190 = -2498019.606783
  nChanged 2
		SP:Iteration 92Q (182924.730000 sec): 3 clusters
  Score: Raw -2501257.295198 + Penalty 3237.494190 = -2498019.801008
  nChanged 2
		SP:Iteration 93Q (182924.960000 sec): 3 clusters
  Score: Raw -2501257.566764 + Penalty 3237.494190 = -2498020.072575
  nChanged 4
		SP:Iteration 94Q (182925.180000 sec): 3 clusters
  Score: Raw -2501258.303148 + Penalty 3237.494190 = -2498020.808959
  nChanged 2
		SP:Iteration 95Q (182925.440000 sec): 3 clusters
  Score: Raw -2501258.814772 + Penalty 3237.494190 = -2498021.320582
  nChanged 3
		SP:Iteration 96Q (182925.660000 sec): 3 clusters
  Score: Raw -2501259.078227 + Penalty 3237.494190 = -2498021.584037
  nChanged 3
		SP:Iteration 97Q (182925.900000 sec): 3 clusters
  Score: Raw -2501259.359667 + Penalty 3237.494190 = -2498021.865477
  nChanged 2
		SP:Iteration 98Q (182926.160000 sec): 3 clusters
  Score: Raw -2501259.703805 + Penalty 3237.494190 = -2498022.209615
  nChanged 1
		SP:Iteration 99Q (182926.420000 sec): 3 clusters
  Score: Raw -2501259.855416 + Penalty 3237.494190 = -2498022.361227
  nChanged 3
		SP:Iteration 100F (182926.700000 sec): 3 clusters
  Score: Raw -2501260.263128 + Penalty 3237.494190 = -2498022.768938
  nChanged 4
		SP:Iteration 101Q (182927.030000 sec): 3 clusters
  Score: Raw -2501260.952217 + Penalty 3237.494190 = -2498023.458028
  nChanged 3
		SP:Iteration 102Q (182927.370000 sec): 3 clusters
  Score: Raw -2501262.069213 + Penalty 3237.494190 = -2498024.575024
  nChanged 4
		SP:Iteration 103Q (182927.720000 sec): 3 clusters
  Score: Raw -2501263.177598 + Penalty 3237.494190 = -2498025.683409
  nChanged 4
		SP:Iteration 104Q (182928.020000 sec): 3 clusters
  Score: Raw -2501264.048337 + Penalty 3237.494190 = -2498026.554147
  nChanged 3
		SP:Iteration 105Q (182928.370000 sec): 3 clusters
  Score: Raw -2501264.459245 + Penalty 3237.494190 = -2498026.965055
  nChanged 3
		SP:Iteration 106Q (182928.670000 sec): 3 clusters
  Score: Raw -2501265.078018 + Penalty 3237.494190 = -2498027.583828
  nChanged 1
		SP:Iteration 107Q (182929.020000 sec): 3 clusters
  Score: Raw -2501265.262364 + Penalty 3237.494190 = -2498027.768174
  nChanged 2
		SP:Iteration 108Q (182929.280000 sec): 3 clusters
  Score: Raw -2501265.792330 + Penalty 3237.494190 = -2498028.298140
  nChanged 2
		SP:Iteration 109Q (182929.500000 sec): 3 clusters
  Score: Raw -2501266.143975 + Penalty 3237.494190 = -2498028.649785
  nChanged 2
		SP:Iteration 110Q (182929.750000 sec): 3 clusters
  Score: Raw -2501266.294061 + Penalty 3237.494190 = -2498028.799871
  nChanged 1
		SP:Iteration 111Q (182930.010000 sec): 3 clusters
  Score: Raw -2501266.382080 + Penalty 3237.494190 = -2498028.887890
  nChanged 0
		SP:Iteration 112F (182930.280000 sec): 3 clusters
  Score: Raw -2501266.382080 + Penalty 3237.494190 = -2498028.887890
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182930.470000 sec): 2 clusters
  Score: Raw -2096520.370817 + Penalty 1593.086945 = -2094927.283873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182930.690000 sec): 3 clusters
  Score: Raw -2085738.738920 + Penalty 3186.173889 = -2082552.565031
  nChanged 8069
		SP:Iteration 1F (182930.910000 sec): 3 clusters
  Score: Raw -2090090.830596 + Penalty 3186.173889 = -2086904.656706
  nChanged 934
		SP:Iteration 2F (182931.160000 sec): 3 clusters
  Score: Raw -2090399.976933 + Penalty 3186.173889 = -2087213.803044
  nChanged 841
		SP:Iteration 3Q (182931.370000 sec): 3 clusters
  Score: Raw -2090671.610652 + Penalty 3186.173889 = -2087485.436763
  nChanged 757
		SP:Iteration 4Q (182931.640000 sec): 3 clusters
  Score: Raw -2090973.679208 + Penalty 3186.173889 = -2087787.505318
  nChanged 842
		SP:Iteration 5Q (182931.850000 sec): 3 clusters
  Score: Raw -2091349.786164 + Penalty 3186.173889 = -2088163.612274
  nChanged 941
		SP:Iteration 6F (182932.110000 sec): 3 clusters
  Score: Raw -2091848.958112 + Penalty 3186.173889 = -2088662.784223
  nChanged 998
		SP:Iteration 7F (182932.330000 sec): 3 clusters
  Score: Raw -2092409.586037 + Penalty 3186.173889 = -2089223.412147
  nChanged 1023
		SP:Iteration 8F (182932.590000 sec): 3 clusters
  Score: Raw -2093080.381593 + Penalty 3186.173889 = -2089894.207703
  nChanged 1031
		SP:Iteration 9F (182932.790000 sec): 3 clusters
  Score: Raw -2093913.740066 + Penalty 3186.173889 = -2090727.566177
  nChanged 988
		SP:Iteration 10F (182933.030000 sec): 3 clusters
  Score: Raw -2094985.490001 + Penalty 3186.173889 = -2091799.316112
  nChanged 882
		SP:Iteration 11Q (182933.260000 sec): 3 clusters
  Score: Raw -2095984.933265 + Penalty 3186.173889 = -2092798.759376
  nChanged 642
		SP:Iteration 12Q (182933.480000 sec): 3 clusters
  Score: Raw -2096599.837780 + Penalty 3186.173889 = -2093413.663890
  nChanged 420
		SP:Iteration 13Q (182933.710000 sec): 3 clusters
  Score: Raw -2096964.514372 + Penalty 3186.173889 = -2093778.340483
  nChanged 276
		SP:Iteration 14Q (182933.910000 sec): 3 clusters
  Score: Raw -2097128.353581 + Penalty 3186.173889 = -2093942.179691
  nChanged 192
		SP:Iteration 15Q (182934.110000 sec): 3 clusters
  Score: Raw -2097213.675242 + Penalty 3186.173889 = -2094027.501352
  nChanged 138
		SP:Iteration 16Q (182934.370000 sec): 3 clusters
  Score: Raw -2097255.929317 + Penalty 3186.173889 = -2094069.755427
  nChanged 101
		SP:Iteration 17Q (182934.560000 sec): 3 clusters
  Score: Raw -2097292.547456 + Penalty 3186.173889 = -2094106.373567
  nChanged 75
		SP:Iteration 18Q (182934.750000 sec): 3 clusters
  Score: Raw -2097312.027582 + Penalty 3186.173889 = -2094125.853692
  nChanged 58
		SP:Iteration 19Q (182935.010000 sec): 3 clusters
  Score: Raw -2097323.843246 + Penalty 3186.173889 = -2094137.669357
  nChanged 47
		SP:Iteration 20F (182935.220000 sec): 3 clusters
  Score: Raw -2097330.388468 + Penalty 3186.173889 = -2094144.214579
  nChanged 34
		SP:Iteration 21Q (182935.410000 sec): 3 clusters
  Score: Raw -2097335.484927 + Penalty 3186.173889 = -2094149.311038
  nChanged 30
		SP:Iteration 22Q (182935.610000 sec): 3 clusters
  Score: Raw -2097339.582535 + Penalty 3186.173889 = -2094153.408646
  nChanged 25
		SP:Iteration 23Q (182935.870000 sec): 3 clusters
  Score: Raw -2097343.380768 + Penalty 3186.173889 = -2094157.206878
  nChanged 22
		SP:Iteration 24Q (182936.060000 sec): 3 clusters
  Score: Raw -2097348.093142 + Penalty 3186.173889 = -2094161.919253
  nChanged 26
		SP:Iteration 25Q (182936.250000 sec): 3 clusters
  Score: Raw -2097352.552265 + Penalty 3186.173889 = -2094166.378376
  nChanged 22
		SP:Iteration 26Q (182936.510000 sec): 3 clusters
  Score: Raw -2097356.022249 + Penalty 3186.173889 = -2094169.848359
  nChanged 16
		SP:Iteration 27Q (182936.700000 sec): 3 clusters
  Score: Raw -2097358.417492 + Penalty 3186.173889 = -2094172.243603
  nChanged 13
		SP:Iteration 28Q (182936.890000 sec): 3 clusters
  Score: Raw -2097360.712145 + Penalty 3186.173889 = -2094174.538256
  nChanged 16
		SP:Iteration 29Q (182937.090000 sec): 3 clusters
  Score: Raw -2097362.972514 + Penalty 3186.173889 = -2094176.798625
  nChanged 14
		SP:Iteration 30Q (182937.350000 sec): 3 clusters
  Score: Raw -2097364.316262 + Penalty 3186.173889 = -2094178.142373
  nChanged 8
		SP:Iteration 31Q (182937.540000 sec): 3 clusters
  Score: Raw -2097365.579184 + Penalty 3186.173889 = -2094179.405294
  nChanged 5
		SP:Iteration 32Q (182937.830000 sec): 3 clusters
  Score: Raw -2097366.038732 + Penalty 3186.173889 = -2094179.864842
  nChanged 5
		SP:Iteration 33Q (182938.120000 sec): 3 clusters
  Score: Raw -2097366.524355 + Penalty 3186.173889 = -2094180.350466
  nChanged 4
		SP:Iteration 34Q (182938.410000 sec): 3 clusters
  Score: Raw -2097366.953474 + Penalty 3186.173889 = -2094180.779585
  nChanged 5
		SP:Iteration 35Q (182938.700000 sec): 3 clusters
  Score: Raw -2097367.498706 + Penalty 3186.173889 = -2094181.324817
  nChanged 2
		SP:Iteration 36Q (182938.890000 sec): 3 clusters
  Score: Raw -2097367.776447 + Penalty 3186.173889 = -2094181.602558
  nChanged 1
		SP:Iteration 37Q (182939.150000 sec): 3 clusters
  Score: Raw -2097367.878390 + Penalty 3186.173889 = -2094181.704500
  nChanged 1
		SP:Iteration 38Q (182939.330000 sec): 3 clusters
  Score: Raw -2097367.959439 + Penalty 3186.173889 = -2094181.785550
  nChanged 0
		SP:Iteration 39F (182939.530000 sec): 3 clusters
  Score: Raw -2097367.959439 + Penalty 3186.173889 = -2094181.785550
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182939.590000 sec): 2 clusters
  Score: Raw -59201.312854 + Penalty 1020.259731 = -58181.053122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182939.600000 sec): 3 clusters
  Score: Raw -59115.424197 + Penalty 2040.519463 = -57074.904734
  nChanged 138
		SP:Iteration 1F (182939.610000 sec): 3 clusters
  Score: Raw -59287.863143 + Penalty 2040.519463 = -57247.343680
  nChanged 36
		SP:Iteration 2F (182939.620000 sec): 3 clusters
  Score: Raw -59349.287618 + Penalty 2040.519463 = -57308.768155
  nChanged 18
		SP:Iteration 3Q (182939.630000 sec): 3 clusters
  Score: Raw -59379.325504 + Penalty 2040.519463 = -57338.806041
  nChanged 9
		SP:Iteration 4Q (182939.640000 sec): 3 clusters
  Score: Raw -59389.684397 + Penalty 2040.519463 = -57349.164934
  nChanged 6
		SP:Iteration 5Q (182939.650000 sec): 3 clusters
  Score: Raw -59398.597354 + Penalty 2040.519463 = -57358.077891
  nChanged 6
		SP:Iteration 6Q (182939.660000 sec): 3 clusters
  Score: Raw -59405.051594 + Penalty 2040.519463 = -57364.532132
  nChanged 1
		SP:Iteration 7Q (182939.670000 sec): 3 clusters
  Score: Raw -59408.043177 + Penalty 2040.519463 = -57367.523714
  nChanged 1
		SP:Iteration 8Q (182939.690000 sec): 3 clusters
  Score: Raw -59409.728437 + Penalty 2040.519463 = -57369.208974
  nChanged 0
		SP:Iteration 9F (182939.690000 sec): 3 clusters
  Score: Raw -59409.728437 + Penalty 2040.519463 = -57369.208974
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (60553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182940.140000 sec): 2 clusters
  Score: Raw -7082683.948524 + Penalty 1789.332073 = -7080894.616452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182940.730000 sec): 3 clusters
  Score: Raw -7044248.921407 + Penalty 3578.664145 = -7040670.257262
  nChanged 28439
		SP:Iteration 1F (182941.320000 sec): 3 clusters
  Score: Raw -7060716.485377 + Penalty 3578.664145 = -7057137.821232
  nChanged 2656
		SP:Iteration 2Q (182941.880000 sec): 3 clusters
  Score: Raw -7061851.816483 + Penalty 3578.664145 = -7058273.152337
  nChanged 2935
		SP:Iteration 3Q (182942.480000 sec): 3 clusters
  Score: Raw -7063388.664329 + Penalty 3578.664145 = -7059810.000184
  nChanged 3302
		SP:Iteration 4F (182943.030000 sec): 3 clusters
  Score: Raw -7065276.869722 + Penalty 3578.664145 = -7061698.205577
  nChanged 3598
		SP:Iteration 5F (182943.620000 sec): 3 clusters
  Score: Raw -7067493.526707 + Penalty 3578.664145 = -7063914.862561
  nChanged 3623
		SP:Iteration 6F (182944.170000 sec): 3 clusters
  Score: Raw -7069831.966671 + Penalty 3578.664145 = -7066253.302526
  nChanged 3353
		SP:Iteration 7F (182944.760000 sec): 3 clusters
  Score: Raw -7071798.647626 + Penalty 3578.664145 = -7068219.983480
  nChanged 2695
		SP:Iteration 8Q (182945.310000 sec): 3 clusters
  Score: Raw -7073015.000135 + Penalty 3578.664145 = -7069436.335989
  nChanged 1959
		SP:Iteration 9Q (182945.870000 sec): 3 clusters
  Score: Raw -7073652.751746 + Penalty 3578.664145 = -7070074.087601
  nChanged 1304
		SP:Iteration 10Q (182946.420000 sec): 3 clusters
  Score: Raw -7073964.224720 + Penalty 3578.664145 = -7070385.560574
  nChanged 870
		SP:Iteration 11Q (182947.000000 sec): 3 clusters
  Score: Raw -7074122.693167 + Penalty 3578.664145 = -7070544.029021
  nChanged 655
		SP:Iteration 12Q (182947.540000 sec): 3 clusters
  Score: Raw -7074242.239095 + Penalty 3578.664145 = -7070663.574949
  nChanged 608
		SP:Iteration 13Q (182948.120000 sec): 3 clusters
  Score: Raw -7074361.828532 + Penalty 3578.664145 = -7070783.164386
  nChanged 607
		SP:Iteration 14Q (182948.680000 sec): 3 clusters
  Score: Raw -7074480.327218 + Penalty 3578.664145 = -7070901.663073
  nChanged 628
		SP:Iteration 15Q (182949.260000 sec): 3 clusters
  Score: Raw -7074603.621380 + Penalty 3578.664145 = -7071024.957234
  nChanged 625
		SP:Iteration 16Q (182949.820000 sec): 3 clusters
  Score: Raw -7074721.717984 + Penalty 3578.664145 = -7071143.053839
  nChanged 599
		SP:Iteration 17Q (182950.400000 sec): 3 clusters
  Score: Raw -7074836.233589 + Penalty 3578.664145 = -7071257.569443
  nChanged 632
		SP:Iteration 18Q (182950.960000 sec): 3 clusters
  Score: Raw -7074953.943378 + Penalty 3578.664145 = -7071375.279233
  nChanged 584
		SP:Iteration 19Q (182951.540000 sec): 3 clusters
  Score: Raw -7075063.309388 + Penalty 3578.664145 = -7071484.645243
  nChanged 601
		SP:Iteration 20F (182952.120000 sec): 3 clusters
  Score: Raw -7075173.598693 + Penalty 3578.664145 = -7071594.934547
  nChanged 551
		SP:Iteration 21Q (182952.690000 sec): 3 clusters
  Score: Raw -7075275.279467 + Penalty 3578.664145 = -7071696.615321
  nChanged 536
		SP:Iteration 22Q (182953.230000 sec): 3 clusters
  Score: Raw -7075371.654634 + Penalty 3578.664145 = -7071792.990489
  nChanged 512
		SP:Iteration 23Q (182953.810000 sec): 3 clusters
  Score: Raw -7075461.400405 + Penalty 3578.664145 = -7071882.736260
  nChanged 514
		SP:Iteration 24Q (182954.360000 sec): 3 clusters
  Score: Raw -7075541.926244 + Penalty 3578.664145 = -7071963.262099
  nChanged 472
		SP:Iteration 25Q (182954.940000 sec): 3 clusters
  Score: Raw -7075616.105764 + Penalty 3578.664145 = -7072037.441619
  nChanged 455
		SP:Iteration 26Q (182955.490000 sec): 3 clusters
  Score: Raw -7075684.610002 + Penalty 3578.664145 = -7072105.945856
  nChanged 436
		SP:Iteration 27Q (182956.020000 sec): 3 clusters
  Score: Raw -7075744.745500 + Penalty 3578.664145 = -7072166.081354
  nChanged 401
		SP:Iteration 28Q (182956.600000 sec): 3 clusters
  Score: Raw -7075801.302681 + Penalty 3578.664145 = -7072222.638536
  nChanged 399
		SP:Iteration 29Q (182957.130000 sec): 3 clusters
  Score: Raw -7075860.223035 + Penalty 3578.664145 = -7072281.558890
  nChanged 399
		SP:Iteration 30Q (182957.700000 sec): 3 clusters
  Score: Raw -7075917.299973 + Penalty 3578.664145 = -7072338.635827
  nChanged 400
		SP:Iteration 31Q (182958.250000 sec): 3 clusters
  Score: Raw -7075972.069401 + Penalty 3578.664145 = -7072393.405255
  nChanged 387
		SP:Iteration 32Q (182958.780000 sec): 3 clusters
  Score: Raw -7076022.581607 + Penalty 3578.664145 = -7072443.917462
  nChanged 386
		SP:Iteration 33Q (182959.350000 sec): 3 clusters
  Score: Raw -7076070.711155 + Penalty 3578.664145 = -7072492.047010
  nChanged 359
		SP:Iteration 34Q (182959.880000 sec): 3 clusters
  Score: Raw -7076113.165900 + Penalty 3578.664145 = -7072534.501754
  nChanged 349
		SP:Iteration 35Q (182960.410000 sec): 3 clusters
  Score: Raw -7076153.884389 + Penalty 3578.664145 = -7072575.220243
  nChanged 334
		SP:Iteration 36Q (182960.990000 sec): 3 clusters
  Score: Raw -7076194.172963 + Penalty 3578.664145 = -7072615.508818
  nChanged 301
		SP:Iteration 37Q (182961.510000 sec): 3 clusters
  Score: Raw -7076231.006228 + Penalty 3578.664145 = -7072652.342083
  nChanged 295
		SP:Iteration 38Q (182962.040000 sec): 3 clusters
  Score: Raw -7076264.273306 + Penalty 3578.664145 = -7072685.609161
  nChanged 290
		SP:Iteration 39Q (182962.610000 sec): 3 clusters
  Score: Raw -7076293.802139 + Penalty 3578.664145 = -7072715.137993
  nChanged 268
		SP:Iteration 40F (182963.170000 sec): 3 clusters
  Score: Raw -7076322.828253 + Penalty 3578.664145 = -7072744.164108
  nChanged 289
		SP:Iteration 41Q (182963.750000 sec): 3 clusters
  Score: Raw -7076356.738437 + Penalty 3578.664145 = -7072778.074291
  nChanged 306
		SP:Iteration 42Q (182964.310000 sec): 3 clusters
  Score: Raw -7076389.783025 + Penalty 3578.664145 = -7072811.118880
  nChanged 284
		SP:Iteration 43Q (182964.880000 sec): 3 clusters
  Score: Raw -7076421.528264 + Penalty 3578.664145 = -7072842.864119
  nChanged 304
		SP:Iteration 44Q (182965.440000 sec): 3 clusters
  Score: Raw -7076456.538664 + Penalty 3578.664145 = -7072877.874519
  nChanged 337
		SP:Iteration 45Q (182966.020000 sec): 3 clusters
  Score: Raw -7076494.598225 + Penalty 3578.664145 = -7072915.934079
  nChanged 335
		SP:Iteration 46Q (182966.570000 sec): 3 clusters
  Score: Raw -7076536.734522 + Penalty 3578.664145 = -7072958.070376
  nChanged 342
		SP:Iteration 47Q (182967.100000 sec): 3 clusters
  Score: Raw -7076584.426461 + Penalty 3578.664145 = -7073005.762316
  nChanged 374
		SP:Iteration 48Q (182967.670000 sec): 3 clusters
  Score: Raw -7076635.912681 + Penalty 3578.664145 = -7073057.248536
  nChanged 375
		SP:Iteration 49Q (182968.200000 sec): 3 clusters
  Score: Raw -7076688.776189 + Penalty 3578.664145 = -7073110.112044
  nChanged 392
		SP:Iteration 50Q (182968.730000 sec): 3 clusters
  Score: Raw -7076745.743322 + Penalty 3578.664145 = -7073167.079177
  nChanged 386
		SP:Iteration 51Q (182969.300000 sec): 3 clusters
  Score: Raw -7076798.329011 + Penalty 3578.664145 = -7073219.664865
  nChanged 397
		SP:Iteration 52Q (182969.830000 sec): 3 clusters
  Score: Raw -7076855.445463 + Penalty 3578.664145 = -7073276.781318
  nChanged 401
		SP:Iteration 53Q (182970.360000 sec): 3 clusters
  Score: Raw -7076912.210433 + Penalty 3578.664145 = -7073333.546288
  nChanged 406
		SP:Iteration 54Q (182970.930000 sec): 3 clusters
  Score: Raw -7076972.840933 + Penalty 3578.664145 = -7073394.176788
  nChanged 476
		SP:Iteration 55Q (182971.460000 sec): 3 clusters
  Score: Raw -7077049.914943 + Penalty 3578.664145 = -7073471.250797
  nChanged 467
		SP:Iteration 56Q (182971.990000 sec): 3 clusters
  Score: Raw -7077128.714702 + Penalty 3578.664145 = -7073550.050557
  nChanged 496
		SP:Iteration 57Q (182972.560000 sec): 3 clusters
  Score: Raw -7077210.492275 + Penalty 3578.664145 = -7073631.828129
  nChanged 521
		SP:Iteration 58Q (182973.080000 sec): 3 clusters
  Score: Raw -7077295.424425 + Penalty 3578.664145 = -7073716.760279
  nChanged 522
		SP:Iteration 59Q (182973.610000 sec): 3 clusters
  Score: Raw -7077389.345325 + Penalty 3578.664145 = -7073810.681180
  nChanged 554
		SP:Iteration 60F (182974.200000 sec): 3 clusters
  Score: Raw -7077494.586170 + Penalty 3578.664145 = -7073915.922025
  nChanged 579
		SP:Iteration 61Q (182974.730000 sec): 3 clusters
  Score: Raw -7077609.901458 + Penalty 3578.664145 = -7074031.237312
  nChanged 607
		SP:Iteration 62Q (182975.300000 sec): 3 clusters
  Score: Raw -7077725.761716 + Penalty 3578.664145 = -7074147.097571
  nChanged 600
		SP:Iteration 63Q (182975.860000 sec): 3 clusters
  Score: Raw -7077846.485181 + Penalty 3578.664145 = -7074267.821035
  nChanged 636
		SP:Iteration 64Q (182976.380000 sec): 3 clusters
  Score: Raw -7077987.883832 + Penalty 3578.664145 = -7074409.219687
  nChanged 689
		SP:Iteration 65Q (182976.950000 sec): 3 clusters
  Score: Raw -7078162.595612 + Penalty 3578.664145 = -7074583.931467
  nChanged 744
		SP:Iteration 66Q (182977.480000 sec): 3 clusters
  Score: Raw -7078364.077980 + Penalty 3578.664145 = -7074785.413834
  nChanged 735
		SP:Iteration 67Q (182978.000000 sec): 3 clusters
  Score: Raw -7078568.603901 + Penalty 3578.664145 = -7074989.939755
  nChanged 786
		SP:Iteration 68Q (182978.560000 sec): 3 clusters
  Score: Raw -7078787.489504 + Penalty 3578.664145 = -7075208.825359
  nChanged 768
		SP:Iteration 69Q (182979.110000 sec): 3 clusters
  Score: Raw -7078996.092713 + Penalty 3578.664145 = -7075417.428567
  nChanged 720
		SP:Iteration 70Q (182979.620000 sec): 3 clusters
  Score: Raw -7079198.601293 + Penalty 3578.664145 = -7075619.937148
  nChanged 714
		SP:Iteration 71Q (182980.180000 sec): 3 clusters
  Score: Raw -7079403.476157 + Penalty 3578.664145 = -7075824.812012
  nChanged 724
		SP:Iteration 72Q (182980.720000 sec): 3 clusters
  Score: Raw -7079620.695642 + Penalty 3578.664145 = -7076042.031496
  nChanged 691
		SP:Iteration 73Q (182981.230000 sec): 3 clusters
  Score: Raw -7079818.767508 + Penalty 3578.664145 = -7076240.103362
  nChanged 670
		SP:Iteration 74Q (182981.780000 sec): 3 clusters
  Score: Raw -7080010.025143 + Penalty 3578.664145 = -7076431.360997
  nChanged 689
		SP:Iteration 75Q (182982.320000 sec): 3 clusters
  Score: Raw -7080219.948222 + Penalty 3578.664145 = -7076641.284077
  nChanged 682
		SP:Iteration 76Q (182982.820000 sec): 3 clusters
  Score: Raw -7080436.075159 + Penalty 3578.664145 = -7076857.411014
  nChanged 692
		SP:Iteration 77Q (182983.330000 sec): 3 clusters
  Score: Raw -7080646.997421 + Penalty 3578.664145 = -7077068.333276
  nChanged 606
		SP:Iteration 78Q (182983.830000 sec): 3 clusters
  Score: Raw -7080819.250831 + Penalty 3578.664145 = -7077240.586686
  nChanged 611
		SP:Iteration 79Q (182984.330000 sec): 3 clusters
  Score: Raw -7081003.958158 + Penalty 3578.664145 = -7077425.294013
  nChanged 587
		SP:Iteration 80F (182984.880000 sec): 3 clusters
  Score: Raw -7081187.792564 + Penalty 3578.664145 = -7077609.128418
  nChanged 531
		SP:Iteration 81Q (182985.430000 sec): 3 clusters
  Score: Raw -7081345.324854 + Penalty 3578.664145 = -7077766.660709
  nChanged 498
		SP:Iteration 82Q (182985.940000 sec): 3 clusters
  Score: Raw -7081494.832060 + Penalty 3578.664145 = -7077916.167915
  nChanged 509
		SP:Iteration 83Q (182986.440000 sec): 3 clusters
  Score: Raw -7081651.834040 + Penalty 3578.664145 = -7078073.169894
  nChanged 490
		SP:Iteration 84Q (182986.950000 sec): 3 clusters
  Score: Raw -7081796.180013 + Penalty 3578.664145 = -7078217.515868
  nChanged 422
		SP:Iteration 85Q (182987.460000 sec): 3 clusters
  Score: Raw -7081910.927265 + Penalty 3578.664145 = -7078332.263119
  nChanged 378
		SP:Iteration 86Q (182988.000000 sec): 3 clusters
  Score: Raw -7082013.663956 + Penalty 3578.664145 = -7078434.999810
  nChanged 356
		SP:Iteration 87Q (182988.520000 sec): 3 clusters
  Score: Raw -7082106.578982 + Penalty 3578.664145 = -7078527.914836
  nChanged 334
		SP:Iteration 88Q (182989.060000 sec): 3 clusters
  Score: Raw -7082188.016206 + Penalty 3578.664145 = -7078609.352061
  nChanged 310
		SP:Iteration 89Q (182989.560000 sec): 3 clusters
  Score: Raw -7082259.098018 + Penalty 3578.664145 = -7078680.433872
  nChanged 257
		SP:Iteration 90Q (182990.060000 sec): 3 clusters
  Score: Raw -7082320.017670 + Penalty 3578.664145 = -7078741.353525
  nChanged 241
		SP:Iteration 91Q (182990.610000 sec): 3 clusters
  Score: Raw -7082373.548496 + Penalty 3578.664145 = -7078794.884350
  nChanged 225
		SP:Iteration 92Q (182991.130000 sec): 3 clusters
  Score: Raw -7082423.951794 + Penalty 3578.664145 = -7078845.287648
  nChanged 222
		SP:Iteration 93Q (182991.660000 sec): 3 clusters
  Score: Raw -7082475.039564 + Penalty 3578.664145 = -7078896.375419
  nChanged 205
		SP:Iteration 94Q (182992.160000 sec): 3 clusters
  Score: Raw -7082519.905784 + Penalty 3578.664145 = -7078941.241639
  nChanged 196
		SP:Iteration 95Q (182992.670000 sec): 3 clusters
  Score: Raw -7082564.238501 + Penalty 3578.664145 = -7078985.574355
  nChanged 196
		SP:Iteration 96Q (182993.180000 sec): 3 clusters
  Score: Raw -7082607.111622 + Penalty 3578.664145 = -7079028.447477
  nChanged 199
		SP:Iteration 97Q (182993.730000 sec): 3 clusters
  Score: Raw -7082653.623571 + Penalty 3578.664145 = -7079074.959425
  nChanged 182
		SP:Iteration 98Q (182994.250000 sec): 3 clusters
  Score: Raw -7082699.171829 + Penalty 3578.664145 = -7079120.507684
  nChanged 183
		SP:Iteration 99Q (182994.780000 sec): 3 clusters
  Score: Raw -7082740.139741 + Penalty 3578.664145 = -7079161.475596
  nChanged 162
		SP:Iteration 100F (182995.320000 sec): 3 clusters
  Score: Raw -7082776.321027 + Penalty 3578.664145 = -7079197.656882
  nChanged 153
		SP:Iteration 101Q (182995.870000 sec): 3 clusters
  Score: Raw -7082814.639451 + Penalty 3578.664145 = -7079235.975306
  nChanged 158
		SP:Iteration 102Q (182996.400000 sec): 3 clusters
  Score: Raw -7082854.580155 + Penalty 3578.664145 = -7079275.916009
  nChanged 158
		SP:Iteration 103Q (182996.910000 sec): 3 clusters
  Score: Raw -7082896.044726 + Penalty 3578.664145 = -7079317.380581
  nChanged 140
		SP:Iteration 104Q (182997.420000 sec): 3 clusters
  Score: Raw -7082930.795024 + Penalty 3578.664145 = -7079352.130878
  nChanged 130
		SP:Iteration 105Q (182997.920000 sec): 3 clusters
  Score: Raw -7082965.221283 + Penalty 3578.664145 = -7079386.557138
  nChanged 122
		SP:Iteration 106Q (182998.430000 sec): 3 clusters
  Score: Raw -7082997.526332 + Penalty 3578.664145 = -7079418.862187
  nChanged 134
		SP:Iteration 107Q (182998.930000 sec): 3 clusters
  Score: Raw -7083035.317979 + Penalty 3578.664145 = -7079456.653833
  nChanged 100
		SP:Iteration 108Q (182999.440000 sec): 3 clusters
  Score: Raw -7083060.719453 + Penalty 3578.664145 = -7079482.055307
  nChanged 101
		SP:Iteration 109Q (183000.000000 sec): 3 clusters
  Score: Raw -7083086.775769 + Penalty 3578.664145 = -7079508.111623
  nChanged 88
		SP:Iteration 110Q (183000.520000 sec): 3 clusters
  Score: Raw -7083110.872519 + Penalty 3578.664145 = -7079532.208373
  nChanged 80
		SP:Iteration 111Q (183001.060000 sec): 3 clusters
  Score: Raw -7083129.940319 + Penalty 3578.664145 = -7079551.276173
  nChanged 71
		SP:Iteration 112Q (183001.560000 sec): 3 clusters
  Score: Raw -7083147.738211 + Penalty 3578.664145 = -7079569.074066
  nChanged 76
		SP:Iteration 113Q (183002.080000 sec): 3 clusters
  Score: Raw -7083166.234266 + Penalty 3578.664145 = -7079587.570120
  nChanged 63
		SP:Iteration 114Q (183002.600000 sec): 3 clusters
  Score: Raw -7083183.009140 + Penalty 3578.664145 = -7079604.344995
  nChanged 48
		SP:Iteration 115Q (183003.150000 sec): 3 clusters
  Score: Raw -7083193.561140 + Penalty 3578.664145 = -7079614.896995
  nChanged 46
		SP:Iteration 116Q (183003.680000 sec): 3 clusters
  Score: Raw -7083202.174035 + Penalty 3578.664145 = -7079623.509889
  nChanged 46
		SP:Iteration 117Q (183004.180000 sec): 3 clusters
  Score: Raw -7083212.449825 + Penalty 3578.664145 = -7079633.785679
  nChanged 43
		SP:Iteration 118Q (183004.680000 sec): 3 clusters
  Score: Raw -7083220.604666 + Penalty 3578.664145 = -7079641.940521
  nChanged 33
		SP:Iteration 119Q (183005.180000 sec): 3 clusters
  Score: Raw -7083227.486760 + Penalty 3578.664145 = -7079648.822615
  nChanged 40
		SP:Iteration 120F (183005.720000 sec): 3 clusters
  Score: Raw -7083234.891743 + Penalty 3578.664145 = -7079656.227598
  nChanged 26
		SP:Iteration 121Q (183006.270000 sec): 3 clusters
  Score: Raw -7083240.391194 + Penalty 3578.664145 = -7079661.727048
  nChanged 29
		SP:Iteration 122Q (183006.800000 sec): 3 clusters
  Score: Raw -7083246.438484 + Penalty 3578.664145 = -7079667.774339
  nChanged 27
		SP:Iteration 123Q (183007.320000 sec): 3 clusters
  Score: Raw -7083252.183110 + Penalty 3578.664145 = -7079673.518964
  nChanged 33
		SP:Iteration 124Q (183007.820000 sec): 3 clusters
  Score: Raw -7083259.220387 + Penalty 3578.664145 = -7079680.556242
  nChanged 29
		SP:Iteration 125Q (183008.320000 sec): 3 clusters
  Score: Raw -7083266.084530 + Penalty 3578.664145 = -7079687.420385
  nChanged 26
		SP:Iteration 126Q (183008.820000 sec): 3 clusters
  Score: Raw -7083271.588635 + Penalty 3578.664145 = -7079692.924489
  nChanged 27
		SP:Iteration 127Q (183009.320000 sec): 3 clusters
  Score: Raw -7083278.345343 + Penalty 3578.664145 = -7079699.681198
  nChanged 29
		SP:Iteration 128Q (183009.830000 sec): 3 clusters
  Score: Raw -7083284.889388 + Penalty 3578.664145 = -7079706.225243
  nChanged 20
		SP:Iteration 129Q (183010.330000 sec): 3 clusters
  Score: Raw -7083289.154700 + Penalty 3578.664145 = -7079710.490554
  nChanged 17
		SP:Iteration 130Q (183010.830000 sec): 3 clusters
  Score: Raw -7083292.951645 + Penalty 3578.664145 = -7079714.287499
  nChanged 17
		SP:Iteration 131Q (183011.330000 sec): 3 clusters
  Score: Raw -7083296.405449 + Penalty 3578.664145 = -7079717.741304
  nChanged 13
		SP:Iteration 132Q (183011.840000 sec): 3 clusters
  Score: Raw -7083299.495044 + Penalty 3578.664145 = -7079720.830898
  nChanged 19
		SP:Iteration 133Q (183012.340000 sec): 3 clusters
  Score: Raw -7083303.889119 + Penalty 3578.664145 = -7079725.224973
  nChanged 25
		SP:Iteration 134Q (183012.840000 sec): 3 clusters
  Score: Raw -7083310.277836 + Penalty 3578.664145 = -7079731.613691
  nChanged 23
		SP:Iteration 135Q (183013.340000 sec): 3 clusters
  Score: Raw -7083315.057107 + Penalty 3578.664145 = -7079736.392962
  nChanged 19
		SP:Iteration 136Q (183013.850000 sec): 3 clusters
  Score: Raw -7083319.638862 + Penalty 3578.664145 = -7079740.974717
  nChanged 26
		SP:Iteration 137Q (183014.350000 sec): 3 clusters
  Score: Raw -7083328.162097 + Penalty 3578.664145 = -7079749.497951
  nChanged 25
		SP:Iteration 138Q (183014.850000 sec): 3 clusters
  Score: Raw -7083334.545919 + Penalty 3578.664145 = -7079755.881773
  nChanged 23
		SP:Iteration 139Q (183015.350000 sec): 3 clusters
  Score: Raw -7083340.563148 + Penalty 3578.664145 = -7079761.899002
  nChanged 22
		SP:Iteration 140F (183015.900000 sec): 3 clusters
  Score: Raw -7083345.736642 + Penalty 3578.664145 = -7079767.072496
  nChanged 15
		SP:Iteration 141Q (183016.440000 sec): 3 clusters
  Score: Raw -7083348.300613 + Penalty 3578.664145 = -7079769.636467
  nChanged 7
		SP:Iteration 142Q (183016.970000 sec): 3 clusters
  Score: Raw -7083349.553441 + Penalty 3578.664145 = -7079770.889295
  nChanged 8
		SP:Iteration 143Q (183017.490000 sec): 3 clusters
  Score: Raw -7083350.886798 + Penalty 3578.664145 = -7079772.222653
  nChanged 10
		SP:Iteration 144Q (183017.990000 sec): 3 clusters
  Score: Raw -7083353.357947 + Penalty 3578.664145 = -7079774.693801
  nChanged 15
		SP:Iteration 145Q (183018.490000 sec): 3 clusters
  Score: Raw -7083356.769656 + Penalty 3578.664145 = -7079778.105511
  nChanged 12
		SP:Iteration 146Q (183018.990000 sec): 3 clusters
  Score: Raw -7083359.577475 + Penalty 3578.664145 = -7079780.913330
  nChanged 12
		SP:Iteration 147Q (183019.490000 sec): 3 clusters
  Score: Raw -7083361.594431 + Penalty 3578.664145 = -7079782.930286
  nChanged 6
		SP:Iteration 148Q (183020.000000 sec): 3 clusters
  Score: Raw -7083363.067306 + Penalty 3578.664145 = -7079784.403161
  nChanged 4
		SP:Iteration 149Q (183020.500000 sec): 3 clusters
  Score: Raw -7083363.708386 + Penalty 3578.664145 = -7079785.044241
  nChanged 6
		SP:Iteration 150Q (183021.000000 sec): 3 clusters
  Score: Raw -7083364.891538 + Penalty 3578.664145 = -7079786.227392
  nChanged 2
		SP:Iteration 151Q (183021.500000 sec): 3 clusters
  Score: Raw -7083365.010403 + Penalty 3578.664145 = -7079786.346257
  nChanged 1
		SP:Iteration 152Q (183021.990000 sec): 3 clusters
  Score: Raw -7083365.058696 + Penalty 3578.664145 = -7079786.394550
  nChanged 0
		SP:Iteration 153F (183022.530000 sec): 3 clusters
  Score: Raw -7083365.058696 + Penalty 3578.664145 = -7079786.394550
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (97056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183023.120000 sec): 2 clusters
  Score: Raw -11008551.231525 + Penalty 1865.994554 = -11006685.236971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183024.010000 sec): 3 clusters
  Score: Raw -10945430.449805 + Penalty 3731.989108 = -10941698.460696
  nChanged 46377
		SP:Iteration 1F (183024.880000 sec): 3 clusters
  Score: Raw -10973562.873911 + Penalty 3731.989108 = -10969830.884803
  nChanged 4648
		SP:Iteration 2Q (183025.780000 sec): 3 clusters
  Score: Raw -10975419.033016 + Penalty 3731.989108 = -10971687.043907
  nChanged 5127
		SP:Iteration 3F (183026.650000 sec): 3 clusters
  Score: Raw -10977814.031426 + Penalty 3731.989108 = -10974082.042318
  nChanged 5663
		SP:Iteration 4F (183027.530000 sec): 3 clusters
  Score: Raw -10980843.339994 + Penalty 3731.989108 = -10977111.350886
  nChanged 5961
		SP:Iteration 5F (183028.410000 sec): 3 clusters
  Score: Raw -10984449.669214 + Penalty 3731.989108 = -10980717.680105
  nChanged 5949
		SP:Iteration 6F (183029.280000 sec): 3 clusters
  Score: Raw -10988341.568967 + Penalty 3731.989108 = -10984609.579859
  nChanged 5528
		SP:Iteration 7F (183030.150000 sec): 3 clusters
  Score: Raw -10992032.178150 + Penalty 3731.989108 = -10988300.189042
  nChanged 4749
		SP:Iteration 8Q (183031.040000 sec): 3 clusters
  Score: Raw -10994922.537058 + Penalty 3731.989108 = -10991190.547949
  nChanged 3719
		SP:Iteration 9Q (183031.920000 sec): 3 clusters
  Score: Raw -10996624.863424 + Penalty 3731.989108 = -10992892.874315
  nChanged 2528
		SP:Iteration 10Q (183032.790000 sec): 3 clusters
  Score: Raw -10997431.698335 + Penalty 3731.989108 = -10993699.709227
  nChanged 1729
		SP:Iteration 11Q (183033.650000 sec): 3 clusters
  Score: Raw -10997915.497082 + Penalty 3731.989108 = -10994183.507974
  nChanged 1448
		SP:Iteration 12Q (183034.510000 sec): 3 clusters
  Score: Raw -10998322.633297 + Penalty 3731.989108 = -10994590.644189
  nChanged 1389
		SP:Iteration 13Q (183035.310000 sec): 3 clusters
  Score: Raw -10998706.155510 + Penalty 3731.989108 = -10994974.166401
  nChanged 1427
		SP:Iteration 14Q (183036.140000 sec): 3 clusters
  Score: Raw -10999107.419769 + Penalty 3731.989108 = -10995375.430660
  nChanged 1425
		SP:Iteration 15Q (183036.990000 sec): 3 clusters
  Score: Raw -10999495.687363 + Penalty 3731.989108 = -10995763.698255
  nChanged 1417
		SP:Iteration 16Q (183037.790000 sec): 3 clusters
  Score: Raw -10999899.132010 + Penalty 3731.989108 = -10996167.142901
  nChanged 1414
		SP:Iteration 17Q (183038.610000 sec): 3 clusters
  Score: Raw -11000299.535498 + Penalty 3731.989108 = -10996567.546390
  nChanged 1346
		SP:Iteration 18Q (183039.400000 sec): 3 clusters
  Score: Raw -11000667.193440 + Penalty 3731.989108 = -10996935.204331
  nChanged 1361
		SP:Iteration 19Q (183040.240000 sec): 3 clusters
  Score: Raw -11001057.746812 + Penalty 3731.989108 = -10997325.757703
  nChanged 1408
		SP:Iteration 20F (183041.070000 sec): 3 clusters
  Score: Raw -11001458.094234 + Penalty 3731.989108 = -10997726.105126
  nChanged 1402
		SP:Iteration 21Q (183041.870000 sec): 3 clusters
  Score: Raw -11001877.914676 + Penalty 3731.989108 = -10998145.925567
  nChanged 1415
		SP:Iteration 22Q (183042.700000 sec): 3 clusters
  Score: Raw -11002340.638146 + Penalty 3731.989108 = -10998608.649037
  nChanged 1427
		SP:Iteration 23Q (183043.480000 sec): 3 clusters
  Score: Raw -11002845.401014 + Penalty 3731.989108 = -10999113.411906
  nChanged 1419
		SP:Iteration 24Q (183044.240000 sec): 3 clusters
  Score: Raw -11003374.513566 + Penalty 3731.989108 = -10999642.524458
  nChanged 1424
		SP:Iteration 25Q (183045.060000 sec): 3 clusters
  Score: Raw -11003961.074786 + Penalty 3731.989108 = -11000229.085678
  nChanged 1391
		SP:Iteration 26Q (183045.850000 sec): 3 clusters
  Score: Raw -11004569.180890 + Penalty 3731.989108 = -11000837.191781
  nChanged 1292
		SP:Iteration 27Q (183046.620000 sec): 3 clusters
  Score: Raw -11005145.142476 + Penalty 3731.989108 = -11001413.153368
  nChanged 1236
		SP:Iteration 28Q (183047.430000 sec): 3 clusters
  Score: Raw -11005690.400912 + Penalty 3731.989108 = -11001958.411804
  nChanged 1140
		SP:Iteration 29Q (183048.210000 sec): 3 clusters
  Score: Raw -11006196.067266 + Penalty 3731.989108 = -11002464.078158
  nChanged 1041
		SP:Iteration 30Q (183048.970000 sec): 3 clusters
  Score: Raw -11006664.358838 + Penalty 3731.989108 = -11002932.369730
  nChanged 961
		SP:Iteration 31Q (183049.730000 sec): 3 clusters
  Score: Raw -11007129.893629 + Penalty 3731.989108 = -11003397.904521
  nChanged 927
		SP:Iteration 32Q (183050.490000 sec): 3 clusters
  Score: Raw -11007578.248354 + Penalty 3731.989108 = -11003846.259246
  nChanged 813
		SP:Iteration 33Q (183051.240000 sec): 3 clusters
  Score: Raw -11007981.869549 + Penalty 3731.989108 = -11004249.880440
  nChanged 709
		SP:Iteration 34Q (183052.000000 sec): 3 clusters
  Score: Raw -11008334.243223 + Penalty 3731.989108 = -11004602.254114
  nChanged 597
		SP:Iteration 35Q (183052.810000 sec): 3 clusters
  Score: Raw -11008597.483439 + Penalty 3731.989108 = -11004865.494330
  nChanged 496
		SP:Iteration 36Q (183053.600000 sec): 3 clusters
  Score: Raw -11008809.598192 + Penalty 3731.989108 = -11005077.609083
  nChanged 419
		SP:Iteration 37Q (183054.360000 sec): 3 clusters
  Score: Raw -11008988.487247 + Penalty 3731.989108 = -11005256.498138
  nChanged 340
		SP:Iteration 38Q (183055.120000 sec): 3 clusters
  Score: Raw -11009129.602869 + Penalty 3731.989108 = -11005397.613761
  nChanged 310
		SP:Iteration 39Q (183055.880000 sec): 3 clusters
  Score: Raw -11009252.867230 + Penalty 3731.989108 = -11005520.878122
  nChanged 261
		SP:Iteration 40F (183056.710000 sec): 3 clusters
  Score: Raw -11009363.093729 + Penalty 3731.989108 = -11005631.104621
  nChanged 227
		SP:Iteration 41Q (183057.520000 sec): 3 clusters
  Score: Raw -11009455.437470 + Penalty 3731.989108 = -11005723.448361
  nChanged 205
		SP:Iteration 42Q (183058.310000 sec): 3 clusters
  Score: Raw -11009546.513286 + Penalty 3731.989108 = -11005814.524178
  nChanged 186
		SP:Iteration 43Q (183059.070000 sec): 3 clusters
  Score: Raw -11009626.589635 + Penalty 3731.989108 = -11005894.600527
  nChanged 154
		SP:Iteration 44Q (183059.820000 sec): 3 clusters
  Score: Raw -11009685.392455 + Penalty 3731.989108 = -11005953.403346
  nChanged 144
		SP:Iteration 45Q (183060.580000 sec): 3 clusters
  Score: Raw -11009737.034963 + Penalty 3731.989108 = -11006005.045855
  nChanged 130
		SP:Iteration 46Q (183061.350000 sec): 3 clusters
  Score: Raw -11009777.530085 + Penalty 3731.989108 = -11006045.540977
  nChanged 105
		SP:Iteration 47Q (183062.100000 sec): 3 clusters
  Score: Raw -11009805.258927 + Penalty 3731.989108 = -11006073.269819
  nChanged 84
		SP:Iteration 48Q (183062.880000 sec): 3 clusters
  Score: Raw -11009822.148239 + Penalty 3731.989108 = -11006090.159131
  nChanged 59
		SP:Iteration 49Q (183063.630000 sec): 3 clusters
  Score: Raw -11009831.395971 + Penalty 3731.989108 = -11006099.406863
  nChanged 40
		SP:Iteration 50Q (183064.400000 sec): 3 clusters
  Score: Raw -11009838.206338 + Penalty 3731.989108 = -11006106.217230
  nChanged 32
		SP:Iteration 51Q (183065.160000 sec): 3 clusters
  Score: Raw -11009844.173253 + Penalty 3731.989108 = -11006112.184144
  nChanged 30
		SP:Iteration 52Q (183065.910000 sec): 3 clusters
  Score: Raw -11009848.904698 + Penalty 3731.989108 = -11006116.915590
  nChanged 20
		SP:Iteration 53Q (183066.680000 sec): 3 clusters
  Score: Raw -11009852.729244 + Penalty 3731.989108 = -11006120.740136
  nChanged 23
		SP:Iteration 54Q (183067.460000 sec): 3 clusters
  Score: Raw -11009856.534771 + Penalty 3731.989108 = -11006124.545663
  nChanged 18
		SP:Iteration 55Q (183068.210000 sec): 3 clusters
  Score: Raw -11009859.126064 + Penalty 3731.989108 = -11006127.136956
  nChanged 14
		SP:Iteration 56Q (183068.980000 sec): 3 clusters
  Score: Raw -11009861.116670 + Penalty 3731.989108 = -11006129.127561
  nChanged 12
		SP:Iteration 57Q (183069.740000 sec): 3 clusters
  Score: Raw -11009863.227283 + Penalty 3731.989108 = -11006131.238175
  nChanged 13
		SP:Iteration 58Q (183070.510000 sec): 3 clusters
  Score: Raw -11009864.927658 + Penalty 3731.989108 = -11006132.938550
  nChanged 14
		SP:Iteration 59Q (183071.260000 sec): 3 clusters
  Score: Raw -11009867.123261 + Penalty 3731.989108 = -11006135.134153
  nChanged 14
		SP:Iteration 60F (183072.100000 sec): 3 clusters
  Score: Raw -11009868.964525 + Penalty 3731.989108 = -11006136.975416
  nChanged 13
		SP:Iteration 61Q (183072.900000 sec): 3 clusters
  Score: Raw -11009870.688443 + Penalty 3731.989108 = -11006138.699335
  nChanged 12
		SP:Iteration 62Q (183073.680000 sec): 3 clusters
  Score: Raw -11009872.013827 + Penalty 3731.989108 = -11006140.024718
  nChanged 10
		SP:Iteration 63Q (183074.460000 sec): 3 clusters
  Score: Raw -11009873.216980 + Penalty 3731.989108 = -11006141.227872
  nChanged 7
		SP:Iteration 64Q (183075.230000 sec): 3 clusters
  Score: Raw -11009874.111127 + Penalty 3731.989108 = -11006142.122019
  nChanged 4
		SP:Iteration 65Q (183075.980000 sec): 3 clusters
  Score: Raw -11009874.509309 + Penalty 3731.989108 = -11006142.520200
  nChanged 6
		SP:Iteration 66Q (183076.760000 sec): 3 clusters
  Score: Raw -11009875.180760 + Penalty 3731.989108 = -11006143.191651
  nChanged 5
		SP:Iteration 67Q (183077.510000 sec): 3 clusters
  Score: Raw -11009875.853842 + Penalty 3731.989108 = -11006143.864734
  nChanged 5
		SP:Iteration 68Q (183078.280000 sec): 3 clusters
  Score: Raw -11009876.431239 + Penalty 3731.989108 = -11006144.442131
  nChanged 5
		SP:Iteration 69Q (183079.040000 sec): 3 clusters
  Score: Raw -11009877.303045 + Penalty 3731.989108 = -11006145.313936
  nChanged 5
		SP:Iteration 70Q (183079.820000 sec): 3 clusters
  Score: Raw -11009878.021164 + Penalty 3731.989108 = -11006146.032055
  nChanged 6
		SP:Iteration 71Q (183080.570000 sec): 3 clusters
  Score: Raw -11009878.867108 + Penalty 3731.989108 = -11006146.877999
  nChanged 4
		SP:Iteration 72Q (183081.330000 sec): 3 clusters
  Score: Raw -11009879.072412 + Penalty 3731.989108 = -11006147.083304
  nChanged 1
		SP:Iteration 73Q (183082.090000 sec): 3 clusters
  Score: Raw -11009879.261286 + Penalty 3731.989108 = -11006147.272177
  nChanged 2
		SP:Iteration 74Q (183082.870000 sec): 3 clusters
  Score: Raw -11009879.531928 + Penalty 3731.989108 = -11006147.542820
  nChanged 2
		SP:Iteration 75Q (183083.620000 sec): 3 clusters
  Score: Raw -11009879.724417 + Penalty 3731.989108 = -11006147.735309
  nChanged 1
		SP:Iteration 76Q (183084.400000 sec): 3 clusters
  Score: Raw -11009879.873184 + Penalty 3731.989108 = -11006147.884076
  nChanged 1
		SP:Iteration 77Q (183085.150000 sec): 3 clusters
  Score: Raw -11009879.934333 + Penalty 3731.989108 = -11006147.945224
  nChanged 0
		SP:Iteration 78F (183085.990000 sec): 3 clusters
  Score: Raw -11009879.934333 + Penalty 3731.989108 = -11006147.945224
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183086.260000 sec): 2 clusters
  Score: Raw -4575823.519001 + Penalty 1711.573932 = -4574111.945070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183086.680000 sec): 3 clusters
  Score: Raw -4552481.239539 + Penalty 3423.147863 = -4549058.091676
  nChanged 17532
		SP:Iteration 1F (183087.080000 sec): 3 clusters
  Score: Raw -4562457.399728 + Penalty 3423.147863 = -4559034.251865
  nChanged 1738
		SP:Iteration 2Q (183087.490000 sec): 3 clusters
  Score: Raw -4563096.628585 + Penalty 3423.147863 = -4559673.480721
  nChanged 1797
		SP:Iteration 3Q (183087.900000 sec): 3 clusters
  Score: Raw -4563894.940702 + Penalty 3423.147863 = -4560471.792839
  nChanged 2028
		SP:Iteration 4F (183088.270000 sec): 3 clusters
  Score: Raw -4564965.490296 + Penalty 3423.147863 = -4561542.342433
  nChanged 2291
		SP:Iteration 5F (183088.650000 sec): 3 clusters
  Score: Raw -4566377.757790 + Penalty 3423.147863 = -4562954.609927
  nChanged 2383
		SP:Iteration 6F (183089.050000 sec): 3 clusters
  Score: Raw -4568018.257763 + Penalty 3423.147863 = -4564595.109900
  nChanged 2322
		SP:Iteration 7F (183089.460000 sec): 3 clusters
  Score: Raw -4569832.838611 + Penalty 3423.147863 = -4566409.690748
  nChanged 2102
		SP:Iteration 8F (183089.860000 sec): 3 clusters
  Score: Raw -4571570.165578 + Penalty 3423.147863 = -4568147.017715
  nChanged 1710
		SP:Iteration 9Q (183090.210000 sec): 3 clusters
  Score: Raw -4573096.195906 + Penalty 3423.147863 = -4569673.048043
  nChanged 1291
		SP:Iteration 10Q (183090.580000 sec): 3 clusters
  Score: Raw -4574248.361801 + Penalty 3423.147863 = -4570825.213937
  nChanged 858
		SP:Iteration 11Q (183090.910000 sec): 3 clusters
  Score: Raw -4574982.778488 + Penalty 3423.147863 = -4571559.630625
  nChanged 506
		SP:Iteration 12Q (183091.280000 sec): 3 clusters
  Score: Raw -4575413.317606 + Penalty 3423.147863 = -4571990.169742
  nChanged 354
		SP:Iteration 13Q (183091.610000 sec): 3 clusters
  Score: Raw -4575708.236287 + Penalty 3423.147863 = -4572285.088424
  nChanged 252
		SP:Iteration 14Q (183091.980000 sec): 3 clusters
  Score: Raw -4575889.969984 + Penalty 3423.147863 = -4572466.822120
  nChanged 165
		SP:Iteration 15Q (183092.300000 sec): 3 clusters
  Score: Raw -4575985.428617 + Penalty 3423.147863 = -4572562.280754
  nChanged 109
		SP:Iteration 16Q (183092.660000 sec): 3 clusters
  Score: Raw -4576035.614428 + Penalty 3423.147863 = -4572612.466565
  nChanged 76
		SP:Iteration 17Q (183093.000000 sec): 3 clusters
  Score: Raw -4576071.262823 + Penalty 3423.147863 = -4572648.114959
  nChanged 56
		SP:Iteration 18Q (183093.370000 sec): 3 clusters
  Score: Raw -4576101.792183 + Penalty 3423.147863 = -4572678.644319
  nChanged 55
		SP:Iteration 19Q (183093.710000 sec): 3 clusters
  Score: Raw -4576123.100405 + Penalty 3423.147863 = -4572699.952541
  nChanged 43
		SP:Iteration 20F (183094.070000 sec): 3 clusters
  Score: Raw -4576138.233924 + Penalty 3423.147863 = -4572715.086061
  nChanged 27
		SP:Iteration 21Q (183094.410000 sec): 3 clusters
  Score: Raw -4576147.767746 + Penalty 3423.147863 = -4572724.619883
  nChanged 18
		SP:Iteration 22Q (183094.730000 sec): 3 clusters
  Score: Raw -4576152.965398 + Penalty 3423.147863 = -4572729.817535
  nChanged 13
		SP:Iteration 23Q (183095.090000 sec): 3 clusters
  Score: Raw -4576158.928504 + Penalty 3423.147863 = -4572735.780641
  nChanged 20
		SP:Iteration 24Q (183095.430000 sec): 3 clusters
  Score: Raw -4576167.049198 + Penalty 3423.147863 = -4572743.901334
  nChanged 23
		SP:Iteration 25Q (183095.800000 sec): 3 clusters
  Score: Raw -4576175.813926 + Penalty 3423.147863 = -4572752.666063
  nChanged 18
		SP:Iteration 26Q (183096.140000 sec): 3 clusters
  Score: Raw -4576183.629437 + Penalty 3423.147863 = -4572760.481574
  nChanged 20
		SP:Iteration 27Q (183096.450000 sec): 3 clusters
  Score: Raw -4576190.729120 + Penalty 3423.147863 = -4572767.581256
  nChanged 21
		SP:Iteration 28Q (183096.820000 sec): 3 clusters
  Score: Raw -4576200.699502 + Penalty 3423.147863 = -4572777.551639
  nChanged 25
		SP:Iteration 29Q (183097.140000 sec): 3 clusters
  Score: Raw -4576212.076328 + Penalty 3423.147863 = -4572788.928465
  nChanged 16
		SP:Iteration 30Q (183097.450000 sec): 3 clusters
  Score: Raw -4576218.531168 + Penalty 3423.147863 = -4572795.383305
  nChanged 18
		SP:Iteration 31Q (183097.800000 sec): 3 clusters
  Score: Raw -4576225.068417 + Penalty 3423.147863 = -4572801.920553
  nChanged 16
		SP:Iteration 32Q (183098.150000 sec): 3 clusters
  Score: Raw -4576230.308780 + Penalty 3423.147863 = -4572807.160917
  nChanged 16
		SP:Iteration 33Q (183098.510000 sec): 3 clusters
  Score: Raw -4576236.316539 + Penalty 3423.147863 = -4572813.168676
  nChanged 13
		SP:Iteration 34Q (183098.850000 sec): 3 clusters
  Score: Raw -4576242.161727 + Penalty 3423.147863 = -4572819.013863
  nChanged 13
		SP:Iteration 35Q (183099.210000 sec): 3 clusters
  Score: Raw -4576248.270486 + Penalty 3423.147863 = -4572825.122623
  nChanged 10
		SP:Iteration 36Q (183099.550000 sec): 3 clusters
  Score: Raw -4576251.910300 + Penalty 3423.147863 = -4572828.762437
  nChanged 8
		SP:Iteration 37Q (183099.860000 sec): 3 clusters
  Score: Raw -4576254.901962 + Penalty 3423.147863 = -4572831.754099
  nChanged 5
		SP:Iteration 38Q (183100.230000 sec): 3 clusters
  Score: Raw -4576256.380886 + Penalty 3423.147863 = -4572833.233022
  nChanged 7
		SP:Iteration 39Q (183100.570000 sec): 3 clusters
  Score: Raw -4576259.533074 + Penalty 3423.147863 = -4572836.385211
  nChanged 8
		SP:Iteration 40F (183100.970000 sec): 3 clusters
  Score: Raw -4576262.257214 + Penalty 3423.147863 = -4572839.109351
  nChanged 5
		SP:Iteration 41Q (183101.290000 sec): 3 clusters
  Score: Raw -4576265.288919 + Penalty 3423.147863 = -4572842.141056
  nChanged 3
		SP:Iteration 42Q (183101.650000 sec): 3 clusters
  Score: Raw -4576267.142890 + Penalty 3423.147863 = -4572843.995027
  nChanged 4
		SP:Iteration 43Q (183101.990000 sec): 3 clusters
  Score: Raw -4576269.668113 + Penalty 3423.147863 = -4572846.520250
  nChanged 5
		SP:Iteration 44Q (183102.310000 sec): 3 clusters
  Score: Raw -4576271.172704 + Penalty 3423.147863 = -4572848.024840
  nChanged 4
		SP:Iteration 45Q (183102.670000 sec): 3 clusters
  Score: Raw -4576272.191479 + Penalty 3423.147863 = -4572849.043616
  nChanged 2
		SP:Iteration 46Q (183102.990000 sec): 3 clusters
  Score: Raw -4576272.757914 + Penalty 3423.147863 = -4572849.610051
  nChanged 4
		SP:Iteration 47Q (183103.310000 sec): 3 clusters
  Score: Raw -4576274.115877 + Penalty 3423.147863 = -4572850.968014
  nChanged 1
		SP:Iteration 48Q (183103.660000 sec): 3 clusters
  Score: Raw -4576274.359910 + Penalty 3423.147863 = -4572851.212047
  nChanged 0
		SP:Iteration 49F (183104.040000 sec): 3 clusters
  Score: Raw -4576274.359910 + Penalty 3423.147863 = -4572851.212047
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (313595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183105.740000 sec): 2 clusters
  Score: Raw -38153455.712774 + Penalty 2056.576864 = -38151399.135910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183108.240000 sec): 3 clusters
  Score: Raw -37944064.706510 + Penalty 4113.153728 = -37939951.552782
  nChanged 152752
		SP:Iteration 1F (183110.710000 sec): 3 clusters
  Score: Raw -38036310.138472 + Penalty 4113.153728 = -38032196.984744
  nChanged 9422
		SP:Iteration 2Q (183113.270000 sec): 3 clusters
  Score: Raw -38039030.982349 + Penalty 4113.153728 = -38034917.828622
  nChanged 11689
		SP:Iteration 3Q (183115.840000 sec): 3 clusters
  Score: Raw -38043594.570554 + Penalty 4113.153728 = -38039481.416827
  nChanged 15165
		SP:Iteration 4Q (183118.430000 sec): 3 clusters
  Score: Raw -38051491.703250 + Penalty 4113.153728 = -38047378.549523
  nChanged 19817
		SP:Iteration 5F (183120.900000 sec): 3 clusters
  Score: Raw -38064559.801892 + Penalty 4113.153728 = -38060446.648164
  nChanged 24163
		SP:Iteration 6F (183123.380000 sec): 3 clusters
  Score: Raw -38083691.192092 + Penalty 4113.153728 = -38079578.038365
  nChanged 25555
		SP:Iteration 7F (183125.860000 sec): 3 clusters
  Score: Raw -38106293.284954 + Penalty 4113.153728 = -38102180.131227
  nChanged 22010
		SP:Iteration 8F (183128.340000 sec): 3 clusters
  Score: Raw -38126682.389924 + Penalty 4113.153728 = -38122569.236196
  nChanged 15282
		SP:Iteration 9Q (183130.740000 sec): 3 clusters
  Score: Raw -38140703.883669 + Penalty 4113.153728 = -38136590.729942
  nChanged 8536
		SP:Iteration 10Q (183132.960000 sec): 3 clusters
  Score: Raw -38148254.457935 + Penalty 4113.153728 = -38144141.304207
  nChanged 3913
		SP:Iteration 11Q (183135.170000 sec): 3 clusters
  Score: Raw -38151510.986669 + Penalty 4113.153728 = -38147397.832942
  nChanged 1563
		SP:Iteration 12Q (183137.380000 sec): 3 clusters
  Score: Raw -38152777.762975 + Penalty 4113.153728 = -38148664.609247
  nChanged 607
		SP:Iteration 13Q (183139.540000 sec): 3 clusters
  Score: Raw -38153286.815012 + Penalty 4113.153728 = -38149173.661284
  nChanged 251
		SP:Iteration 14Q (183141.720000 sec): 3 clusters
  Score: Raw -38153512.779730 + Penalty 4113.153728 = -38149399.626003
  nChanged 114
		SP:Iteration 15Q (183143.880000 sec): 3 clusters
  Score: Raw -38153637.760370 + Penalty 4113.153728 = -38149524.606643
  nChanged 69
		SP:Iteration 16Q (183146.080000 sec): 3 clusters
  Score: Raw -38153711.365081 + Penalty 4113.153728 = -38149598.211353
  nChanged 45
		SP:Iteration 17Q (183148.260000 sec): 3 clusters
  Score: Raw -38153754.808740 + Penalty 4113.153728 = -38149641.655012
  nChanged 33
		SP:Iteration 18Q (183150.460000 sec): 3 clusters
  Score: Raw -38153781.862814 + Penalty 4113.153728 = -38149668.709086
  nChanged 27
		SP:Iteration 19Q (183152.640000 sec): 3 clusters
  Score: Raw -38153804.366105 + Penalty 4113.153728 = -38149691.212378
  nChanged 19
		SP:Iteration 20F (183155.130000 sec): 3 clusters
  Score: Raw -38153818.376146 + Penalty 4113.153728 = -38149705.222418
  nChanged 19
		SP:Iteration 21Q (183157.300000 sec): 3 clusters
  Score: Raw -38153831.151990 + Penalty 4113.153728 = -38149717.998262
  nChanged 17
		SP:Iteration 22Q (183159.460000 sec): 3 clusters
  Score: Raw -38153843.755789 + Penalty 4113.153728 = -38149730.602062
  nChanged 13
		SP:Iteration 23Q (183161.660000 sec): 3 clusters
  Score: Raw -38153852.157179 + Penalty 4113.153728 = -38149739.003452
  nChanged 12
		SP:Iteration 24Q (183163.820000 sec): 3 clusters
  Score: Raw -38153858.040297 + Penalty 4113.153728 = -38149744.886570
  nChanged 11
		SP:Iteration 25Q (183166.010000 sec): 3 clusters
  Score: Raw -38153864.698586 + Penalty 4113.153728 = -38149751.544858
  nChanged 5
		SP:Iteration 26Q (183168.180000 sec): 3 clusters
  Score: Raw -38153870.582721 + Penalty 4113.153728 = -38149757.428993
  nChanged 6
		SP:Iteration 27Q (183170.340000 sec): 3 clusters
  Score: Raw -38153877.382880 + Penalty 4113.153728 = -38149764.229153
  nChanged 12
		SP:Iteration 28Q (183172.540000 sec): 3 clusters
  Score: Raw -38153886.601590 + Penalty 4113.153728 = -38149773.447862
  nChanged 7
		SP:Iteration 29Q (183174.690000 sec): 3 clusters
  Score: Raw -38153890.743099 + Penalty 4113.153728 = -38149777.589372
  nChanged 7
		SP:Iteration 30Q (183176.880000 sec): 3 clusters
  Score: Raw -38153895.406429 + Penalty 4113.153728 = -38149782.252701
  nChanged 5
		SP:Iteration 31Q (183179.060000 sec): 3 clusters
  Score: Raw -38153898.860722 + Penalty 4113.153728 = -38149785.706995
  nChanged 2
		SP:Iteration 32Q (183181.260000 sec): 3 clusters
  Score: Raw -38153900.319898 + Penalty 4113.153728 = -38149787.166170
  nChanged 3
		SP:Iteration 33Q (183183.440000 sec): 3 clusters
  Score: Raw -38153901.681371 + Penalty 4113.153728 = -38149788.527643
  nChanged 3
		SP:Iteration 34Q (183185.640000 sec): 3 clusters
  Score: Raw -38153903.155220 + Penalty 4113.153728 = -38149790.001493
  nChanged 3
		SP:Iteration 35Q (183187.820000 sec): 3 clusters
  Score: Raw -38153905.340733 + Penalty 4113.153728 = -38149792.187005
  nChanged 1
		SP:Iteration 36Q (183190.010000 sec): 3 clusters
  Score: Raw -38153906.186355 + Penalty 4113.153728 = -38149793.032627
  nChanged 2
		SP:Iteration 37Q (183192.160000 sec): 3 clusters
  Score: Raw -38153907.234659 + Penalty 4113.153728 = -38149794.080931
  nChanged 1
		SP:Iteration 38Q (183194.360000 sec): 3 clusters
  Score: Raw -38153908.489806 + Penalty 4113.153728 = -38149795.336079
  nChanged 1
		SP:Iteration 39Q (183196.520000 sec): 3 clusters
  Score: Raw -38153909.406653 + Penalty 4113.153728 = -38149796.252926
  nChanged 1
		SP:Iteration 40F (183199.010000 sec): 3 clusters
  Score: Raw -38153909.994530 + Penalty 4113.153728 = -38149796.840802
  nChanged 2
		SP:Iteration 41Q (183201.280000 sec): 3 clusters
  Score: Raw -38153911.873138 + Penalty 4113.153728 = -38149798.719410
  nChanged 1
		SP:Iteration 42Q (183203.430000 sec): 3 clusters
  Score: Raw -38153912.978784 + Penalty 4113.153728 = -38149799.825056
  nChanged 0
		SP:Iteration 43F (183205.880000 sec): 3 clusters
  Score: Raw -38153912.978784 + Penalty 4113.153728 = -38149799.825056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183206.400000 sec): 2 clusters
  Score: Raw -8563047.039195 + Penalty 1817.768374 = -8561229.270821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183207.070000 sec): 3 clusters
  Score: Raw -8516603.890398 + Penalty 3635.536748 = -8512968.353650
  nChanged 34351
		SP:Iteration 1F (183207.720000 sec): 3 clusters
  Score: Raw -8536321.378403 + Penalty 3635.536748 = -8532685.841655
  nChanged 2616
		SP:Iteration 2Q (183208.400000 sec): 3 clusters
  Score: Raw -8537082.126760 + Penalty 3635.536748 = -8533446.590012
  nChanged 3012
		SP:Iteration 3Q (183209.090000 sec): 3 clusters
  Score: Raw -8538180.449352 + Penalty 3635.536748 = -8534544.912604
  nChanged 3535
		SP:Iteration 4Q (183209.750000 sec): 3 clusters
  Score: Raw -8539779.566652 + Penalty 3635.536748 = -8536144.029904
  nChanged 4317
		SP:Iteration 5F (183210.420000 sec): 3 clusters
  Score: Raw -8542077.535659 + Penalty 3635.536748 = -8538441.998911
  nChanged 4823
		SP:Iteration 6F (183211.090000 sec): 3 clusters
  Score: Raw -8544852.482846 + Penalty 3635.536748 = -8541216.946098
  nChanged 4951
		SP:Iteration 7F (183211.760000 sec): 3 clusters
  Score: Raw -8547965.378911 + Penalty 3635.536748 = -8544329.842163
  nChanged 4699
		SP:Iteration 8F (183212.430000 sec): 3 clusters
  Score: Raw -8551318.785648 + Penalty 3635.536748 = -8547683.248900
  nChanged 4192
		SP:Iteration 9F (183213.100000 sec): 3 clusters
  Score: Raw -8554806.304638 + Penalty 3635.536748 = -8551170.767890
  nChanged 3493
		SP:Iteration 10Q (183213.730000 sec): 3 clusters
  Score: Raw -8558571.557710 + Penalty 3635.536748 = -8554936.020962
  nChanged 2233
		SP:Iteration 11Q (183214.380000 sec): 3 clusters
  Score: Raw -8561624.841255 + Penalty 3635.536748 = -8557989.304507
  nChanged 1207
		SP:Iteration 12Q (183215.020000 sec): 3 clusters
  Score: Raw -8562850.793459 + Penalty 3635.536748 = -8559215.256711
  nChanged 728
		SP:Iteration 13Q (183215.690000 sec): 3 clusters
  Score: Raw -8563351.488431 + Penalty 3635.536748 = -8559715.951683
  nChanged 552
		SP:Iteration 14Q (183216.370000 sec): 3 clusters
  Score: Raw -8563662.391664 + Penalty 3635.536748 = -8560026.854917
  nChanged 440
		SP:Iteration 15Q (183217.010000 sec): 3 clusters
  Score: Raw -8563882.589783 + Penalty 3635.536748 = -8560247.053035
  nChanged 330
		SP:Iteration 16Q (183217.650000 sec): 3 clusters
  Score: Raw -8564020.239154 + Penalty 3635.536748 = -8560384.702407
  nChanged 252
		SP:Iteration 17Q (183218.320000 sec): 3 clusters
  Score: Raw -8564110.801567 + Penalty 3635.536748 = -8560475.264820
  nChanged 185
		SP:Iteration 18Q (183219.010000 sec): 3 clusters
  Score: Raw -8564170.102969 + Penalty 3635.536748 = -8560534.566221
  nChanged 163
		SP:Iteration 19Q (183219.670000 sec): 3 clusters
  Score: Raw -8564214.191192 + Penalty 3635.536748 = -8560578.654445
  nChanged 121
		SP:Iteration 20F (183220.330000 sec): 3 clusters
  Score: Raw -8564245.454045 + Penalty 3635.536748 = -8560609.917297
  nChanged 98
		SP:Iteration 21Q (183221.020000 sec): 3 clusters
  Score: Raw -8564268.356091 + Penalty 3635.536748 = -8560632.819344
  nChanged 85
		SP:Iteration 22Q (183221.690000 sec): 3 clusters
  Score: Raw -8564284.827197 + Penalty 3635.536748 = -8560649.290449
  nChanged 77
		SP:Iteration 23Q (183222.380000 sec): 3 clusters
  Score: Raw -8564298.801037 + Penalty 3635.536748 = -8560663.264289
  nChanged 61
		SP:Iteration 24Q (183223.060000 sec): 3 clusters
  Score: Raw -8564311.674281 + Penalty 3635.536748 = -8560676.137533
  nChanged 52
		SP:Iteration 25Q (183223.750000 sec): 3 clusters
  Score: Raw -8564320.804249 + Penalty 3635.536748 = -8560685.267502
  nChanged 39
		SP:Iteration 26Q (183224.420000 sec): 3 clusters
  Score: Raw -8564327.377949 + Penalty 3635.536748 = -8560691.841202
  nChanged 39
		SP:Iteration 27Q (183225.090000 sec): 3 clusters
  Score: Raw -8564334.470534 + Penalty 3635.536748 = -8560698.933787
  nChanged 35
		SP:Iteration 28Q (183225.790000 sec): 3 clusters
  Score: Raw -8564340.225209 + Penalty 3635.536748 = -8560704.688462
  nChanged 25
		SP:Iteration 29Q (183226.460000 sec): 3 clusters
  Score: Raw -8564343.905779 + Penalty 3635.536748 = -8560708.369032
  nChanged 26
		SP:Iteration 30Q (183227.150000 sec): 3 clusters
  Score: Raw -8564348.344664 + Penalty 3635.536748 = -8560712.807916
  nChanged 18
		SP:Iteration 31Q (183227.850000 sec): 3 clusters
  Score: Raw -8564350.541639 + Penalty 3635.536748 = -8560715.004891
  nChanged 11
		SP:Iteration 32Q (183228.530000 sec): 3 clusters
  Score: Raw -8564352.057058 + Penalty 3635.536748 = -8560716.520310
  nChanged 12
		SP:Iteration 33Q (183229.220000 sec): 3 clusters
  Score: Raw -8564353.288374 + Penalty 3635.536748 = -8560717.751626
  nChanged 4
		SP:Iteration 34Q (183229.890000 sec): 3 clusters
  Score: Raw -8564353.875294 + Penalty 3635.536748 = -8560718.338546
  nChanged 5
		SP:Iteration 35Q (183230.570000 sec): 3 clusters
  Score: Raw -8564354.490081 + Penalty 3635.536748 = -8560718.953334
  nChanged 3
		SP:Iteration 36Q (183231.260000 sec): 3 clusters
  Score: Raw -8564354.711426 + Penalty 3635.536748 = -8560719.174678
  nChanged 1
		SP:Iteration 37Q (183231.930000 sec): 3 clusters
  Score: Raw -8564354.803587 + Penalty 3635.536748 = -8560719.266839
  nChanged 0
		SP:Iteration 38F (183232.580000 sec): 3 clusters
  Score: Raw -8564354.803587 + Penalty 3635.536748 = -8560719.266839
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183232.650000 sec): 2 clusters
  Score: Raw -678999.806753 + Penalty 1426.927894 = -677572.878858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183232.790000 sec): 3 clusters
  Score: Raw -675497.322759 + Penalty 2853.855789 = -672643.466970
  nChanged 2731
		SP:Iteration 1F (183232.900000 sec): 3 clusters
  Score: Raw -677176.342559 + Penalty 2853.855789 = -674322.486770
  nChanged 591
		SP:Iteration 2F (183233.000000 sec): 3 clusters
  Score: Raw -677601.890835 + Penalty 2853.855789 = -674748.035046
  nChanged 485
		SP:Iteration 3F (183233.100000 sec): 3 clusters
  Score: Raw -677913.205045 + Penalty 2853.855789 = -675059.349257
  nChanged 390
		SP:Iteration 4F (183233.200000 sec): 3 clusters
  Score: Raw -678157.540216 + Penalty 2853.855789 = -675303.684427
  nChanged 308
		SP:Iteration 5Q (183233.310000 sec): 3 clusters
  Score: Raw -678353.345756 + Penalty 2853.855789 = -675499.489967
  nChanged 287
		SP:Iteration 6Q (183233.420000 sec): 3 clusters
  Score: Raw -678531.076699 + Penalty 2853.855789 = -675677.220910
  nChanged 228
		SP:Iteration 7Q (183233.530000 sec): 3 clusters
  Score: Raw -678665.845669 + Penalty 2853.855789 = -675811.989880
  nChanged 207
		SP:Iteration 8Q (183233.630000 sec): 3 clusters
  Score: Raw -678784.110099 + Penalty 2853.855789 = -675930.254311
  nChanged 171
		SP:Iteration 9Q (183233.730000 sec): 3 clusters
  Score: Raw -678880.670046 + Penalty 2853.855789 = -676026.814257
  nChanged 150
		SP:Iteration 10Q (183233.840000 sec): 3 clusters
  Score: Raw -678948.775307 + Penalty 2853.855789 = -676094.919518
  nChanged 116
		SP:Iteration 11Q (183233.940000 sec): 3 clusters
  Score: Raw -678996.427860 + Penalty 2853.855789 = -676142.572071
  nChanged 97
		SP:Iteration 12Q (183234.040000 sec): 3 clusters
  Score: Raw -679039.223552 + Penalty 2853.855789 = -676185.367763
  nChanged 104
		SP:Iteration 13Q (183234.140000 sec): 3 clusters
  Score: Raw -679080.837005 + Penalty 2853.855789 = -676226.981216
  nChanged 69
		SP:Iteration 14Q (183234.240000 sec): 3 clusters
  Score: Raw -679099.217168 + Penalty 2853.855789 = -676245.361379
  nChanged 44
		SP:Iteration 15Q (183234.340000 sec): 3 clusters
  Score: Raw -679112.408497 + Penalty 2853.855789 = -676258.552708
  nChanged 47
		SP:Iteration 16Q (183234.440000 sec): 3 clusters
  Score: Raw -679129.321791 + Penalty 2853.855789 = -676275.466002
  nChanged 45
		SP:Iteration 17Q (183234.560000 sec): 3 clusters
  Score: Raw -679144.454280 + Penalty 2853.855789 = -676290.598491
  nChanged 51
		SP:Iteration 18Q (183234.670000 sec): 3 clusters
  Score: Raw -679163.511254 + Penalty 2853.855789 = -676309.655465
  nChanged 41
		SP:Iteration 19Q (183234.770000 sec): 3 clusters
  Score: Raw -679179.607979 + Penalty 2853.855789 = -676325.752190
  nChanged 47
		SP:Iteration 20F (183234.870000 sec): 3 clusters
  Score: Raw -679194.950878 + Penalty 2853.855789 = -676341.095089
  nChanged 48
		SP:Iteration 21Q (183234.970000 sec): 3 clusters
  Score: Raw -679209.952277 + Penalty 2853.855789 = -676356.096489
  nChanged 43
		SP:Iteration 22Q (183235.080000 sec): 3 clusters
  Score: Raw -679225.385139 + Penalty 2853.855789 = -676371.529350
  nChanged 43
		SP:Iteration 23Q (183235.190000 sec): 3 clusters
  Score: Raw -679238.885908 + Penalty 2853.855789 = -676385.030119
  nChanged 37
		SP:Iteration 24Q (183235.290000 sec): 3 clusters
  Score: Raw -679247.791575 + Penalty 2853.855789 = -676393.935786
  nChanged 32
		SP:Iteration 25Q (183235.380000 sec): 3 clusters
  Score: Raw -679257.203549 + Penalty 2853.855789 = -676403.347760
  nChanged 27
		SP:Iteration 26Q (183235.480000 sec): 3 clusters
  Score: Raw -679264.734712 + Penalty 2853.855789 = -676410.878923
  nChanged 31
		SP:Iteration 27Q (183235.580000 sec): 3 clusters
  Score: Raw -679274.813738 + Penalty 2853.855789 = -676420.957949
  nChanged 42
		SP:Iteration 28Q (183235.680000 sec): 3 clusters
  Score: Raw -679288.994960 + Penalty 2853.855789 = -676435.139171
  nChanged 36
		SP:Iteration 29Q (183235.780000 sec): 3 clusters
  Score: Raw -679300.290435 + Penalty 2853.855789 = -676446.434646
  nChanged 31
		SP:Iteration 30Q (183235.880000 sec): 3 clusters
  Score: Raw -679309.249660 + Penalty 2853.855789 = -676455.393871
  nChanged 28
		SP:Iteration 31Q (183235.980000 sec): 3 clusters
  Score: Raw -679318.969980 + Penalty 2853.855789 = -676465.114191
  nChanged 25
		SP:Iteration 32Q (183236.080000 sec): 3 clusters
  Score: Raw -679325.343592 + Penalty 2853.855789 = -676471.487803
  nChanged 20
		SP:Iteration 33Q (183236.180000 sec): 3 clusters
  Score: Raw -679330.235608 + Penalty 2853.855789 = -676476.379819
  nChanged 17
		SP:Iteration 34Q (183236.280000 sec): 3 clusters
  Score: Raw -679333.790359 + Penalty 2853.855789 = -676479.934570
  nChanged 16
		SP:Iteration 35Q (183236.380000 sec): 3 clusters
  Score: Raw -679338.059396 + Penalty 2853.855789 = -676484.203607
  nChanged 19
		SP:Iteration 36Q (183236.480000 sec): 3 clusters
  Score: Raw -679342.572539 + Penalty 2853.855789 = -676488.716750
  nChanged 21
		SP:Iteration 37Q (183236.580000 sec): 3 clusters
  Score: Raw -679348.323393 + Penalty 2853.855789 = -676494.467604
  nChanged 20
		SP:Iteration 38Q (183236.680000 sec): 3 clusters
  Score: Raw -679354.250809 + Penalty 2853.855789 = -676500.395020
  nChanged 21
		SP:Iteration 39Q (183236.780000 sec): 3 clusters
  Score: Raw -679361.165669 + Penalty 2853.855789 = -676507.309880
  nChanged 18
		SP:Iteration 40F (183236.880000 sec): 3 clusters
  Score: Raw -679369.851749 + Penalty 2853.855789 = -676515.995960
  nChanged 23
		SP:Iteration 41Q (183236.980000 sec): 3 clusters
  Score: Raw -679378.028412 + Penalty 2853.855789 = -676524.172624
  nChanged 21
		SP:Iteration 42Q (183237.080000 sec): 3 clusters
  Score: Raw -679385.357593 + Penalty 2853.855789 = -676531.501805
  nChanged 18
		SP:Iteration 43Q (183237.180000 sec): 3 clusters
  Score: Raw -679390.852474 + Penalty 2853.855789 = -676536.996685
  nChanged 14
		SP:Iteration 44Q (183237.270000 sec): 3 clusters
  Score: Raw -679395.148849 + Penalty 2853.855789 = -676541.293060
  nChanged 9
		SP:Iteration 45Q (183237.370000 sec): 3 clusters
  Score: Raw -679397.757032 + Penalty 2853.855789 = -676543.901243
  nChanged 9
		SP:Iteration 46Q (183237.470000 sec): 3 clusters
  Score: Raw -679400.312438 + Penalty 2853.855789 = -676546.456649
  nChanged 15
		SP:Iteration 47Q (183237.570000 sec): 3 clusters
  Score: Raw -679404.898929 + Penalty 2853.855789 = -676551.043140
  nChanged 11
		SP:Iteration 48Q (183237.670000 sec): 3 clusters
  Score: Raw -679408.904493 + Penalty 2853.855789 = -676555.048704
  nChanged 5
		SP:Iteration 49Q (183237.770000 sec): 3 clusters
  Score: Raw -679410.053111 + Penalty 2853.855789 = -676556.197322
  nChanged 5
		SP:Iteration 50Q (183237.860000 sec): 3 clusters
  Score: Raw -679411.501488 + Penalty 2853.855789 = -676557.645699
  nChanged 8
		SP:Iteration 51Q (183237.960000 sec): 3 clusters
  Score: Raw -679415.189414 + Penalty 2853.855789 = -676561.333625
  nChanged 5
		SP:Iteration 52Q (183238.060000 sec): 3 clusters
  Score: Raw -679416.222900 + Penalty 2853.855789 = -676562.367112
  nChanged 2
		SP:Iteration 53Q (183238.160000 sec): 3 clusters
  Score: Raw -679416.637174 + Penalty 2853.855789 = -676562.781385
  nChanged 3
		SP:Iteration 54Q (183238.260000 sec): 3 clusters
  Score: Raw -679417.395597 + Penalty 2853.855789 = -676563.539808
  nChanged 6
		SP:Iteration 55Q (183238.360000 sec): 3 clusters
  Score: Raw -679419.540505 + Penalty 2853.855789 = -676565.684717
  nChanged 6
		SP:Iteration 56Q (183238.460000 sec): 3 clusters
  Score: Raw -679421.324166 + Penalty 2853.855789 = -676567.468377
  nChanged 10
		SP:Iteration 57Q (183238.560000 sec): 3 clusters
  Score: Raw -679425.463093 + Penalty 2853.855789 = -676571.607304
  nChanged 9
		SP:Iteration 58Q (183238.650000 sec): 3 clusters
  Score: Raw -679427.847684 + Penalty 2853.855789 = -676573.991895
  nChanged 14
		SP:Iteration 59Q (183238.750000 sec): 3 clusters
  Score: Raw -679431.832358 + Penalty 2853.855789 = -676577.976569
  nChanged 10
		SP:Iteration 60F (183238.850000 sec): 3 clusters
  Score: Raw -679434.732340 + Penalty 2853.855789 = -676580.876551
  nChanged 8
		SP:Iteration 61Q (183238.950000 sec): 3 clusters
  Score: Raw -679437.819089 + Penalty 2853.855789 = -676583.963300
  nChanged 13
		SP:Iteration 62Q (183239.050000 sec): 3 clusters
  Score: Raw -679441.635012 + Penalty 2853.855789 = -676587.779223
  nChanged 14
		SP:Iteration 63Q (183239.150000 sec): 3 clusters
  Score: Raw -679445.514348 + Penalty 2853.855789 = -676591.658559
  nChanged 7
		SP:Iteration 64Q (183239.250000 sec): 3 clusters
  Score: Raw -679447.298312 + Penalty 2853.855789 = -676593.442523
  nChanged 5
		SP:Iteration 65Q (183239.340000 sec): 3 clusters
  Score: Raw -679448.510434 + Penalty 2853.855789 = -676594.654645
  nChanged 2
		SP:Iteration 66Q (183239.440000 sec): 3 clusters
  Score: Raw -679449.067068 + Penalty 2853.855789 = -676595.211279
  nChanged 4
		SP:Iteration 67Q (183239.550000 sec): 3 clusters
  Score: Raw -679449.801709 + Penalty 2853.855789 = -676595.945920
  nChanged 2
		SP:Iteration 68Q (183239.660000 sec): 3 clusters
  Score: Raw -679450.346863 + Penalty 2853.855789 = -676596.491074
  nChanged 5
		SP:Iteration 69Q (183239.760000 sec): 3 clusters
  Score: Raw -679451.598423 + Penalty 2853.855789 = -676597.742634
  nChanged 3
		SP:Iteration 70Q (183239.860000 sec): 3 clusters
  Score: Raw -679452.570232 + Penalty 2853.855789 = -676598.714443
  nChanged 2
		SP:Iteration 71Q (183239.950000 sec): 3 clusters
  Score: Raw -679452.807086 + Penalty 2853.855789 = -676598.951297
  nChanged 1
		SP:Iteration 72Q (183240.060000 sec): 3 clusters
  Score: Raw -679453.011409 + Penalty 2853.855789 = -676599.155620
  nChanged 1
		SP:Iteration 73Q (183240.160000 sec): 3 clusters
  Score: Raw -679453.176018 + Penalty 2853.855789 = -676599.320229
  nChanged 0
		SP:Iteration 74F (183240.270000 sec): 3 clusters
  Score: Raw -679453.176018 + Penalty 2853.855789 = -676599.320229
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (45533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183240.630000 sec): 2 clusters
  Score: Raw -5243802.941347 + Penalty 1743.006300 = -5242059.935046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183241.070000 sec): 3 clusters
  Score: Raw -5215104.207561 + Penalty 3486.012600 = -5211618.194960
  nChanged 21165
		SP:Iteration 1F (183241.510000 sec): 3 clusters
  Score: Raw -5227160.942124 + Penalty 3486.012600 = -5223674.929523
  nChanged 1970
		SP:Iteration 2Q (183241.990000 sec): 3 clusters
  Score: Raw -5227816.763249 + Penalty 3486.012600 = -5224330.750649
  nChanged 2021
		SP:Iteration 3Q (183242.450000 sec): 3 clusters
  Score: Raw -5228585.521293 + Penalty 3486.012600 = -5225099.508693
  nChanged 2170
		SP:Iteration 4Q (183242.880000 sec): 3 clusters
  Score: Raw -5229530.040606 + Penalty 3486.012600 = -5226044.028005
  nChanged 2358
		SP:Iteration 5F (183243.330000 sec): 3 clusters
  Score: Raw -5230639.562813 + Penalty 3486.012600 = -5227153.550213
  nChanged 2470
		SP:Iteration 6F (183243.790000 sec): 3 clusters
  Score: Raw -5231957.316950 + Penalty 3486.012600 = -5228471.304350
  nChanged 2537
		SP:Iteration 7F (183244.240000 sec): 3 clusters
  Score: Raw -5233422.861691 + Penalty 3486.012600 = -5229936.849091
  nChanged 2481
		SP:Iteration 8F (183244.660000 sec): 3 clusters
  Score: Raw -5235003.058644 + Penalty 3486.012600 = -5231517.046044
  nChanged 2361
		SP:Iteration 9F (183245.130000 sec): 3 clusters
  Score: Raw -5236596.699736 + Penalty 3486.012600 = -5233110.687135
  nChanged 2102
		SP:Iteration 10Q (183245.590000 sec): 3 clusters
  Score: Raw -5237924.293626 + Penalty 3486.012600 = -5234438.281025
  nChanged 1661
		SP:Iteration 11Q (183246.010000 sec): 3 clusters
  Score: Raw -5238740.456599 + Penalty 3486.012600 = -5235254.443998
  nChanged 1187
		SP:Iteration 12Q (183246.440000 sec): 3 clusters
  Score: Raw -5239196.313670 + Penalty 3486.012600 = -5235710.301070
  nChanged 859
		SP:Iteration 13Q (183246.890000 sec): 3 clusters
  Score: Raw -5239466.414960 + Penalty 3486.012600 = -5235980.402360
  nChanged 639
		SP:Iteration 14Q (183247.300000 sec): 3 clusters
  Score: Raw -5239640.885548 + Penalty 3486.012600 = -5236154.872947
  nChanged 540
		SP:Iteration 15Q (183247.740000 sec): 3 clusters
  Score: Raw -5239787.385930 + Penalty 3486.012600 = -5236301.373330
  nChanged 507
		SP:Iteration 16Q (183248.150000 sec): 3 clusters
  Score: Raw -5239924.150501 + Penalty 3486.012600 = -5236438.137900
  nChanged 475
		SP:Iteration 17Q (183248.590000 sec): 3 clusters
  Score: Raw -5240057.275821 + Penalty 3486.012600 = -5236571.263221
  nChanged 496
		SP:Iteration 18Q (183248.990000 sec): 3 clusters
  Score: Raw -5240196.737910 + Penalty 3486.012600 = -5236710.725310
  nChanged 493
		SP:Iteration 19Q (183249.430000 sec): 3 clusters
  Score: Raw -5240346.091064 + Penalty 3486.012600 = -5236860.078463
  nChanged 539
		SP:Iteration 20F (183249.850000 sec): 3 clusters
  Score: Raw -5240511.139686 + Penalty 3486.012600 = -5237025.127086
  nChanged 505
		SP:Iteration 21Q (183250.270000 sec): 3 clusters
  Score: Raw -5240657.834961 + Penalty 3486.012600 = -5237171.822360
  nChanged 486
		SP:Iteration 22Q (183250.660000 sec): 3 clusters
  Score: Raw -5240812.276485 + Penalty 3486.012600 = -5237326.263885
  nChanged 498
		SP:Iteration 23Q (183251.100000 sec): 3 clusters
  Score: Raw -5240976.646105 + Penalty 3486.012600 = -5237490.633504
  nChanged 515
		SP:Iteration 24Q (183251.490000 sec): 3 clusters
  Score: Raw -5241164.858515 + Penalty 3486.012600 = -5237678.845914
  nChanged 504
		SP:Iteration 25Q (183251.910000 sec): 3 clusters
  Score: Raw -5241334.363627 + Penalty 3486.012600 = -5237848.351027
  nChanged 469
		SP:Iteration 26Q (183252.320000 sec): 3 clusters
  Score: Raw -5241486.176037 + Penalty 3486.012600 = -5238000.163436
  nChanged 441
		SP:Iteration 27Q (183252.710000 sec): 3 clusters
  Score: Raw -5241627.869111 + Penalty 3486.012600 = -5238141.856510
  nChanged 433
		SP:Iteration 28Q (183253.140000 sec): 3 clusters
  Score: Raw -5241788.569916 + Penalty 3486.012600 = -5238302.557316
  nChanged 436
		SP:Iteration 29Q (183253.530000 sec): 3 clusters
  Score: Raw -5241966.138949 + Penalty 3486.012600 = -5238480.126349
  nChanged 463
		SP:Iteration 30Q (183253.960000 sec): 3 clusters
  Score: Raw -5242168.662243 + Penalty 3486.012600 = -5238682.649642
  nChanged 459
		SP:Iteration 31Q (183254.370000 sec): 3 clusters
  Score: Raw -5242382.583620 + Penalty 3486.012600 = -5238896.571019
  nChanged 436
		SP:Iteration 32Q (183254.760000 sec): 3 clusters
  Score: Raw -5242579.785989 + Penalty 3486.012600 = -5239093.773389
  nChanged 419
		SP:Iteration 33Q (183255.180000 sec): 3 clusters
  Score: Raw -5242766.040569 + Penalty 3486.012600 = -5239280.027968
  nChanged 375
		SP:Iteration 34Q (183255.590000 sec): 3 clusters
  Score: Raw -5242914.941844 + Penalty 3486.012600 = -5239428.929244
  nChanged 317
		SP:Iteration 35Q (183255.970000 sec): 3 clusters
  Score: Raw -5243046.798785 + Penalty 3486.012600 = -5239560.786184
  nChanged 316
		SP:Iteration 36Q (183256.400000 sec): 3 clusters
  Score: Raw -5243187.054396 + Penalty 3486.012600 = -5239701.041795
  nChanged 297
		SP:Iteration 37Q (183256.800000 sec): 3 clusters
  Score: Raw -5243322.590116 + Penalty 3486.012600 = -5239836.577516
  nChanged 284
		SP:Iteration 38Q (183257.190000 sec): 3 clusters
  Score: Raw -5243457.793000 + Penalty 3486.012600 = -5239971.780400
  nChanged 218
		SP:Iteration 39Q (183257.620000 sec): 3 clusters
  Score: Raw -5243555.925385 + Penalty 3486.012600 = -5240069.912785
  nChanged 206
		SP:Iteration 40F (183258.060000 sec): 3 clusters
  Score: Raw -5243651.285031 + Penalty 3486.012600 = -5240165.272431
  nChanged 166
		SP:Iteration 41Q (183258.480000 sec): 3 clusters
  Score: Raw -5243729.322725 + Penalty 3486.012600 = -5240243.310124
  nChanged 140
		SP:Iteration 42Q (183258.880000 sec): 3 clusters
  Score: Raw -5243797.894938 + Penalty 3486.012600 = -5240311.882337
  nChanged 107
		SP:Iteration 43Q (183259.260000 sec): 3 clusters
  Score: Raw -5243850.578124 + Penalty 3486.012600 = -5240364.565524
  nChanged 96
		SP:Iteration 44Q (183259.680000 sec): 3 clusters
  Score: Raw -5243897.959434 + Penalty 3486.012600 = -5240411.946834
  nChanged 79
		SP:Iteration 45Q (183260.080000 sec): 3 clusters
  Score: Raw -5243940.694374 + Penalty 3486.012600 = -5240454.681774
  nChanged 64
		SP:Iteration 46Q (183260.450000 sec): 3 clusters
  Score: Raw -5243977.833636 + Penalty 3486.012600 = -5240491.821036
  nChanged 64
		SP:Iteration 47Q (183260.830000 sec): 3 clusters
  Score: Raw -5244013.312307 + Penalty 3486.012600 = -5240527.299706
  nChanged 42
		SP:Iteration 48Q (183261.200000 sec): 3 clusters
  Score: Raw -5244033.414127 + Penalty 3486.012600 = -5240547.401526
  nChanged 24
		SP:Iteration 49Q (183261.620000 sec): 3 clusters
  Score: Raw -5244043.938103 + Penalty 3486.012600 = -5240557.925503
  nChanged 27
		SP:Iteration 50Q (183262.020000 sec): 3 clusters
  Score: Raw -5244057.704620 + Penalty 3486.012600 = -5240571.692020
  nChanged 23
		SP:Iteration 51Q (183262.400000 sec): 3 clusters
  Score: Raw -5244067.853991 + Penalty 3486.012600 = -5240581.841391
  nChanged 20
		SP:Iteration 52Q (183262.770000 sec): 3 clusters
  Score: Raw -5244075.223429 + Penalty 3486.012600 = -5240589.210828
  nChanged 11
		SP:Iteration 53Q (183263.140000 sec): 3 clusters
  Score: Raw -5244079.087624 + Penalty 3486.012600 = -5240593.075024
  nChanged 14
		SP:Iteration 54Q (183263.510000 sec): 3 clusters
  Score: Raw -5244084.514658 + Penalty 3486.012600 = -5240598.502058
  nChanged 8
		SP:Iteration 55Q (183263.940000 sec): 3 clusters
  Score: Raw -5244086.437666 + Penalty 3486.012600 = -5240600.425066
  nChanged 2
		SP:Iteration 56Q (183264.330000 sec): 3 clusters
  Score: Raw -5244087.518545 + Penalty 3486.012600 = -5240601.505944
  nChanged 4
		SP:Iteration 57Q (183264.710000 sec): 3 clusters
  Score: Raw -5244089.381574 + Penalty 3486.012600 = -5240603.368974
  nChanged 3
		SP:Iteration 58Q (183265.080000 sec): 3 clusters
  Score: Raw -5244090.068200 + Penalty 3486.012600 = -5240604.055599
  nChanged 3
		SP:Iteration 59Q (183265.450000 sec): 3 clusters
  Score: Raw -5244090.776678 + Penalty 3486.012600 = -5240604.764078
  nChanged 1
		SP:Iteration 60F (183265.870000 sec): 3 clusters
  Score: Raw -5244090.977739 + Penalty 3486.012600 = -5240604.965138
  nChanged 2
		SP:Iteration 61Q (183266.270000 sec): 3 clusters
  Score: Raw -5244092.145406 + Penalty 3486.012600 = -5240606.132806
  nChanged 5
		SP:Iteration 62Q (183266.640000 sec): 3 clusters
  Score: Raw -5244093.498958 + Penalty 3486.012600 = -5240607.486357
  nChanged 2
		SP:Iteration 63Q (183267.020000 sec): 3 clusters
  Score: Raw -5244093.975591 + Penalty 3486.012600 = -5240607.962991
  nChanged 1
		SP:Iteration 64Q (183267.390000 sec): 3 clusters
  Score: Raw -5244094.662957 + Penalty 3486.012600 = -5240608.650356
  nChanged 3
		SP:Iteration 65Q (183267.760000 sec): 3 clusters
  Score: Raw -5244095.866786 + Penalty 3486.012600 = -5240609.854185
  nChanged 2
		SP:Iteration 66Q (183268.190000 sec): 3 clusters
  Score: Raw -5244096.564520 + Penalty 3486.012600 = -5240610.551920
  nChanged 3
		SP:Iteration 67Q (183268.590000 sec): 3 clusters
  Score: Raw -5244097.684831 + Penalty 3486.012600 = -5240611.672230
  nChanged 3
		SP:Iteration 68Q (183268.960000 sec): 3 clusters
  Score: Raw -5244098.306002 + Penalty 3486.012600 = -5240612.293402
  nChanged 1
		SP:Iteration 69Q (183269.340000 sec): 3 clusters
  Score: Raw -5244098.776113 + Penalty 3486.012600 = -5240612.763512
  nChanged 5
		SP:Iteration 70Q (183269.710000 sec): 3 clusters
  Score: Raw -5244100.647702 + Penalty 3486.012600 = -5240614.635102
  nChanged 4
		SP:Iteration 71Q (183270.130000 sec): 3 clusters
  Score: Raw -5244102.679538 + Penalty 3486.012600 = -5240616.666938
  nChanged 3
		SP:Iteration 72Q (183270.530000 sec): 3 clusters
  Score: Raw -5244103.513211 + Penalty 3486.012600 = -5240617.500611
  nChanged 3
		SP:Iteration 73Q (183270.890000 sec): 3 clusters
  Score: Raw -5244104.526465 + Penalty 3486.012600 = -5240618.513865
  nChanged 5
		SP:Iteration 74Q (183271.270000 sec): 3 clusters
  Score: Raw -5244106.039600 + Penalty 3486.012600 = -5240620.026999
  nChanged 3
		SP:Iteration 75Q (183271.640000 sec): 3 clusters
  Score: Raw -5244107.270624 + Penalty 3486.012600 = -5240621.258023
  nChanged 3
		SP:Iteration 76Q (183272.010000 sec): 3 clusters
  Score: Raw -5244108.373827 + Penalty 3486.012600 = -5240622.361227
  nChanged 3
		SP:Iteration 77Q (183272.430000 sec): 3 clusters
  Score: Raw -5244109.001813 + Penalty 3486.012600 = -5240622.989212
  nChanged 2
		SP:Iteration 78Q (183272.830000 sec): 3 clusters
  Score: Raw -5244109.781724 + Penalty 3486.012600 = -5240623.769124
  nChanged 3
		SP:Iteration 79Q (183273.200000 sec): 3 clusters
  Score: Raw -5244111.297008 + Penalty 3486.012600 = -5240625.284407
  nChanged 2
		SP:Iteration 80F (183273.620000 sec): 3 clusters
  Score: Raw -5244112.189095 + Penalty 3486.012600 = -5240626.176495
  nChanged 3
		SP:Iteration 81Q (183274.050000 sec): 3 clusters
  Score: Raw -5244113.194410 + Penalty 3486.012600 = -5240627.181809
  nChanged 2
		SP:Iteration 82Q (183274.440000 sec): 3 clusters
  Score: Raw -5244113.671354 + Penalty 3486.012600 = -5240627.658754
  nChanged 2
		SP:Iteration 83Q (183274.820000 sec): 3 clusters
  Score: Raw -5244114.128879 + Penalty 3486.012600 = -5240628.116279
  nChanged 1
		SP:Iteration 84Q (183275.190000 sec): 3 clusters
  Score: Raw -5244114.634084 + Penalty 3486.012600 = -5240628.621484
  nChanged 1
		SP:Iteration 85Q (183275.610000 sec): 3 clusters
  Score: Raw -5244114.832570 + Penalty 3486.012600 = -5240628.819970
  nChanged 0
		SP:Iteration 86F (183276.050000 sec): 3 clusters
  Score: Raw -5244114.832570 + Penalty 3486.012600 = -5240628.819970
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183276.120000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183276.240000 sec): 3 clusters
  Score: Raw -590986.984666 + Penalty 2757.383425 = -588229.601241
  nChanged 1966
		SP:Iteration 1F (183276.330000 sec): 3 clusters
  Score: Raw -592099.186000 + Penalty 2757.383425 = -589341.802576
  nChanged 357
		SP:Iteration 2F (183276.420000 sec): 3 clusters
  Score: Raw -592274.624607 + Penalty 2757.383425 = -589517.241182
  nChanged 248
		SP:Iteration 3F (183276.500000 sec): 3 clusters
  Score: Raw -592397.888733 + Penalty 2757.383425 = -589640.505309
  nChanged 203
		SP:Iteration 4Q (183276.590000 sec): 3 clusters
  Score: Raw -592503.536132 + Penalty 2757.383425 = -589746.152708
  nChanged 199
		SP:Iteration 5Q (183276.680000 sec): 3 clusters
  Score: Raw -592609.260325 + Penalty 2757.383425 = -589851.876901
  nChanged 177
		SP:Iteration 6Q (183276.760000 sec): 3 clusters
  Score: Raw -592700.427525 + Penalty 2757.383425 = -589943.044100
  nChanged 172
		SP:Iteration 7Q (183276.850000 sec): 3 clusters
  Score: Raw -592784.238569 + Penalty 2757.383425 = -590026.855144
  nChanged 158
		SP:Iteration 8Q (183276.940000 sec): 3 clusters
  Score: Raw -592857.256931 + Penalty 2757.383425 = -590099.873507
  nChanged 139
		SP:Iteration 9Q (183277.020000 sec): 3 clusters
  Score: Raw -592928.755823 + Penalty 2757.383425 = -590171.372398
  nChanged 124
		SP:Iteration 10Q (183277.110000 sec): 3 clusters
  Score: Raw -592987.956509 + Penalty 2757.383425 = -590230.573085
  nChanged 110
		SP:Iteration 11Q (183277.200000 sec): 3 clusters
  Score: Raw -593043.862285 + Penalty 2757.383425 = -590286.478860
  nChanged 88
		SP:Iteration 12Q (183277.280000 sec): 3 clusters
  Score: Raw -593091.913079 + Penalty 2757.383425 = -590334.529654
  nChanged 93
		SP:Iteration 13Q (183277.370000 sec): 3 clusters
  Score: Raw -593143.145882 + Penalty 2757.383425 = -590385.762458
  nChanged 79
		SP:Iteration 14Q (183277.460000 sec): 3 clusters
  Score: Raw -593181.308586 + Penalty 2757.383425 = -590423.925161
  nChanged 57
		SP:Iteration 15Q (183277.540000 sec): 3 clusters
  Score: Raw -593207.978394 + Penalty 2757.383425 = -590450.594970
  nChanged 58
		SP:Iteration 16Q (183277.630000 sec): 3 clusters
  Score: Raw -593239.913720 + Penalty 2757.383425 = -590482.530296
  nChanged 62
		SP:Iteration 17Q (183277.720000 sec): 3 clusters
  Score: Raw -593274.069255 + Penalty 2757.383425 = -590516.685831
  nChanged 62
		SP:Iteration 18Q (183277.800000 sec): 3 clusters
  Score: Raw -593305.865508 + Penalty 2757.383425 = -590548.482084
  nChanged 55
		SP:Iteration 19Q (183277.890000 sec): 3 clusters
  Score: Raw -593332.434712 + Penalty 2757.383425 = -590575.051288
  nChanged 49
		SP:Iteration 20F (183277.980000 sec): 3 clusters
  Score: Raw -593361.720654 + Penalty 2757.383425 = -590604.337230
  nChanged 52
		SP:Iteration 21Q (183278.060000 sec): 3 clusters
  Score: Raw -593394.410646 + Penalty 2757.383425 = -590637.027221
  nChanged 49
		SP:Iteration 22Q (183278.140000 sec): 3 clusters
  Score: Raw -593429.618617 + Penalty 2757.383425 = -590672.235192
  nChanged 44
		SP:Iteration 23Q (183278.230000 sec): 3 clusters
  Score: Raw -593457.237915 + Penalty 2757.383425 = -590699.854490
  nChanged 23
		SP:Iteration 24Q (183278.320000 sec): 3 clusters
  Score: Raw -593472.003988 + Penalty 2757.383425 = -590714.620564
  nChanged 19
		SP:Iteration 25Q (183278.400000 sec): 3 clusters
  Score: Raw -593481.951347 + Penalty 2757.383425 = -590724.567922
  nChanged 22
		SP:Iteration 26Q (183278.480000 sec): 3 clusters
  Score: Raw -593494.460551 + Penalty 2757.383425 = -590737.077127
  nChanged 19
		SP:Iteration 27Q (183278.570000 sec): 3 clusters
  Score: Raw -593506.917596 + Penalty 2757.383425 = -590749.534171
  nChanged 23
		SP:Iteration 28Q (183278.650000 sec): 3 clusters
  Score: Raw -593520.279428 + Penalty 2757.383425 = -590762.896003
  nChanged 12
		SP:Iteration 29Q (183278.740000 sec): 3 clusters
  Score: Raw -593528.067251 + Penalty 2757.383425 = -590770.683827
  nChanged 13
		SP:Iteration 30Q (183278.820000 sec): 3 clusters
  Score: Raw -593535.562291 + Penalty 2757.383425 = -590778.178866
  nChanged 15
		SP:Iteration 31Q (183278.900000 sec): 3 clusters
  Score: Raw -593543.501414 + Penalty 2757.383425 = -590786.117990
  nChanged 10
		SP:Iteration 32Q (183278.980000 sec): 3 clusters
  Score: Raw -593549.808427 + Penalty 2757.383425 = -590792.425002
  nChanged 9
		SP:Iteration 33Q (183279.070000 sec): 3 clusters
  Score: Raw -593554.912384 + Penalty 2757.383425 = -590797.528960
  nChanged 13
		SP:Iteration 34Q (183279.150000 sec): 3 clusters
  Score: Raw -593563.628981 + Penalty 2757.383425 = -590806.245556
  nChanged 10
		SP:Iteration 35Q (183279.240000 sec): 3 clusters
  Score: Raw -593569.349654 + Penalty 2757.383425 = -590811.966229
  nChanged 9
		SP:Iteration 36Q (183279.320000 sec): 3 clusters
  Score: Raw -593575.557775 + Penalty 2757.383425 = -590818.174350
  nChanged 10
		SP:Iteration 37Q (183279.400000 sec): 3 clusters
  Score: Raw -593582.602490 + Penalty 2757.383425 = -590825.219065
  nChanged 9
		SP:Iteration 38Q (183279.480000 sec): 3 clusters
  Score: Raw -593588.015296 + Penalty 2757.383425 = -590830.631872
  nChanged 7
		SP:Iteration 39Q (183279.560000 sec): 3 clusters
  Score: Raw -593592.186222 + Penalty 2757.383425 = -590834.802797
  nChanged 8
		SP:Iteration 40F (183279.650000 sec): 3 clusters
  Score: Raw -593597.937626 + Penalty 2757.383425 = -590840.554201
  nChanged 4
		SP:Iteration 41Q (183279.740000 sec): 3 clusters
  Score: Raw -593599.473622 + Penalty 2757.383425 = -590842.090197
  nChanged 3
		SP:Iteration 42Q (183279.820000 sec): 3 clusters
  Score: Raw -593600.948393 + Penalty 2757.383425 = -590843.564968
  nChanged 1
		SP:Iteration 43Q (183279.900000 sec): 3 clusters
  Score: Raw -593601.091499 + Penalty 2757.383425 = -590843.708075
  nChanged 0
		SP:Iteration 44F (183279.990000 sec): 3 clusters
  Score: Raw -593601.091499 + Penalty 2757.383425 = -590843.708075
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183280.140000 sec): 2 clusters
  Score: Raw -1507303.616126 + Penalty 1548.003029 = -1505755.613097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183280.350000 sec): 3 clusters
  Score: Raw -1499336.512236 + Penalty 3096.006059 = -1496240.506178
  nChanged 6013
		SP:Iteration 1F (183280.530000 sec): 3 clusters
  Score: Raw -1502833.529216 + Penalty 3096.006059 = -1499737.523157
  nChanged 884
		SP:Iteration 2F (183280.730000 sec): 3 clusters
  Score: Raw -1503280.007571 + Penalty 3096.006059 = -1500184.001512
  nChanged 804
		SP:Iteration 3F (183280.910000 sec): 3 clusters
  Score: Raw -1503699.725258 + Penalty 3096.006059 = -1500603.719199
  nChanged 732
		SP:Iteration 4F (183281.120000 sec): 3 clusters
  Score: Raw -1504104.571143 + Penalty 3096.006059 = -1501008.565084
  nChanged 771
		SP:Iteration 5F (183281.310000 sec): 3 clusters
  Score: Raw -1504515.404252 + Penalty 3096.006059 = -1501419.398193
  nChanged 658
		SP:Iteration 6Q (183281.490000 sec): 3 clusters
  Score: Raw -1504817.574727 + Penalty 3096.006059 = -1501721.568669
  nChanged 537
		SP:Iteration 7Q (183281.690000 sec): 3 clusters
  Score: Raw -1505086.754742 + Penalty 3096.006059 = -1501990.748683
  nChanged 497
		SP:Iteration 8Q (183281.880000 sec): 3 clusters
  Score: Raw -1505346.728319 + Penalty 3096.006059 = -1502250.722261
  nChanged 471
		SP:Iteration 9Q (183282.050000 sec): 3 clusters
  Score: Raw -1505589.494653 + Penalty 3096.006059 = -1502493.488594
  nChanged 412
		SP:Iteration 10Q (183282.230000 sec): 3 clusters
  Score: Raw -1505785.683581 + Penalty 3096.006059 = -1502689.677522
  nChanged 377
		SP:Iteration 11Q (183282.420000 sec): 3 clusters
  Score: Raw -1505961.381913 + Penalty 3096.006059 = -1502865.375855
  nChanged 347
		SP:Iteration 12Q (183282.620000 sec): 3 clusters
  Score: Raw -1506126.416710 + Penalty 3096.006059 = -1503030.410652
  nChanged 308
		SP:Iteration 13Q (183282.800000 sec): 3 clusters
  Score: Raw -1506271.247169 + Penalty 3096.006059 = -1503175.241111
  nChanged 279
		SP:Iteration 14Q (183282.990000 sec): 3 clusters
  Score: Raw -1506379.491222 + Penalty 3096.006059 = -1503283.485163
  nChanged 234
		SP:Iteration 15Q (183283.180000 sec): 3 clusters
  Score: Raw -1506481.995168 + Penalty 3096.006059 = -1503385.989109
  nChanged 255
		SP:Iteration 16Q (183283.360000 sec): 3 clusters
  Score: Raw -1506600.934697 + Penalty 3096.006059 = -1503504.928639
  nChanged 243
		SP:Iteration 17Q (183283.570000 sec): 3 clusters
  Score: Raw -1506709.007352 + Penalty 3096.006059 = -1503613.001294
  nChanged 225
		SP:Iteration 18Q (183283.770000 sec): 3 clusters
  Score: Raw -1506801.766259 + Penalty 3096.006059 = -1503705.760200
  nChanged 215
		SP:Iteration 19Q (183283.990000 sec): 3 clusters
  Score: Raw -1506896.761866 + Penalty 3096.006059 = -1503800.755808
  nChanged 202
		SP:Iteration 20F (183284.200000 sec): 3 clusters
  Score: Raw -1506989.365787 + Penalty 3096.006059 = -1503893.359728
  nChanged 181
		SP:Iteration 21Q (183284.410000 sec): 3 clusters
  Score: Raw -1507069.109606 + Penalty 3096.006059 = -1503973.103547
  nChanged 172
		SP:Iteration 22Q (183284.610000 sec): 3 clusters
  Score: Raw -1507146.320025 + Penalty 3096.006059 = -1504050.313966
  nChanged 153
		SP:Iteration 23Q (183284.810000 sec): 3 clusters
  Score: Raw -1507210.572808 + Penalty 3096.006059 = -1504114.566750
  nChanged 151
		SP:Iteration 24Q (183284.990000 sec): 3 clusters
  Score: Raw -1507272.596430 + Penalty 3096.006059 = -1504176.590372
  nChanged 138
		SP:Iteration 25Q (183285.170000 sec): 3 clusters
  Score: Raw -1507325.225572 + Penalty 3096.006059 = -1504229.219514
  nChanged 113
		SP:Iteration 26Q (183285.360000 sec): 3 clusters
  Score: Raw -1507368.380820 + Penalty 3096.006059 = -1504272.374761
  nChanged 109
		SP:Iteration 27Q (183285.560000 sec): 3 clusters
  Score: Raw -1507406.128738 + Penalty 3096.006059 = -1504310.122680
  nChanged 111
		SP:Iteration 28Q (183285.740000 sec): 3 clusters
  Score: Raw -1507449.417921 + Penalty 3096.006059 = -1504353.411863
  nChanged 109
		SP:Iteration 29Q (183285.910000 sec): 3 clusters
  Score: Raw -1507497.065806 + Penalty 3096.006059 = -1504401.059747
  nChanged 92
		SP:Iteration 30Q (183286.110000 sec): 3 clusters
  Score: Raw -1507538.893899 + Penalty 3096.006059 = -1504442.887841
  nChanged 79
		SP:Iteration 31Q (183286.300000 sec): 3 clusters
  Score: Raw -1507576.782565 + Penalty 3096.006059 = -1504480.776507
  nChanged 83
		SP:Iteration 32Q (183286.480000 sec): 3 clusters
  Score: Raw -1507609.865898 + Penalty 3096.006059 = -1504513.859840
  nChanged 70
		SP:Iteration 33Q (183286.650000 sec): 3 clusters
  Score: Raw -1507636.439021 + Penalty 3096.006059 = -1504540.432962
  nChanged 68
		SP:Iteration 34Q (183286.880000 sec): 3 clusters
  Score: Raw -1507664.848479 + Penalty 3096.006059 = -1504568.842421
  nChanged 78
		SP:Iteration 35Q (183287.080000 sec): 3 clusters
  Score: Raw -1507699.723888 + Penalty 3096.006059 = -1504603.717829
  nChanged 76
		SP:Iteration 36Q (183287.280000 sec): 3 clusters
  Score: Raw -1507731.892577 + Penalty 3096.006059 = -1504635.886518
  nChanged 62
		SP:Iteration 37Q (183287.450000 sec): 3 clusters
  Score: Raw -1507757.811767 + Penalty 3096.006059 = -1504661.805709
  nChanged 49
		SP:Iteration 38Q (183287.620000 sec): 3 clusters
  Score: Raw -1507782.477780 + Penalty 3096.006059 = -1504686.471722
  nChanged 56
		SP:Iteration 39Q (183287.820000 sec): 3 clusters
  Score: Raw -1507807.335709 + Penalty 3096.006059 = -1504711.329651
  nChanged 41
		SP:Iteration 40F (183288.030000 sec): 3 clusters
  Score: Raw -1507826.925360 + Penalty 3096.006059 = -1504730.919301
  nChanged 43
		SP:Iteration 41Q (183288.210000 sec): 3 clusters
  Score: Raw -1507845.918889 + Penalty 3096.006059 = -1504749.912831
  nChanged 35
		SP:Iteration 42Q (183288.390000 sec): 3 clusters
  Score: Raw -1507859.636130 + Penalty 3096.006059 = -1504763.630071
  nChanged 28
		SP:Iteration 43Q (183288.570000 sec): 3 clusters
  Score: Raw -1507871.545696 + Penalty 3096.006059 = -1504775.539637
  nChanged 32
		SP:Iteration 44Q (183288.730000 sec): 3 clusters
  Score: Raw -1507882.661310 + Penalty 3096.006059 = -1504786.655252
  nChanged 31
		SP:Iteration 45Q (183288.910000 sec): 3 clusters
  Score: Raw -1507894.680230 + Penalty 3096.006059 = -1504798.674172
  nChanged 29
		SP:Iteration 46Q (183289.070000 sec): 3 clusters
  Score: Raw -1507903.702958 + Penalty 3096.006059 = -1504807.696899
  nChanged 22
		SP:Iteration 47Q (183289.270000 sec): 3 clusters
  Score: Raw -1507910.622859 + Penalty 3096.006059 = -1504814.616800
  nChanged 18
		SP:Iteration 48Q (183289.440000 sec): 3 clusters
  Score: Raw -1507916.014400 + Penalty 3096.006059 = -1504820.008342
  nChanged 16
		SP:Iteration 49Q (183289.610000 sec): 3 clusters
  Score: Raw -1507920.541910 + Penalty 3096.006059 = -1504824.535851
  nChanged 11
		SP:Iteration 50Q (183289.810000 sec): 3 clusters
  Score: Raw -1507923.928785 + Penalty 3096.006059 = -1504827.922727
  nChanged 7
		SP:Iteration 51Q (183289.990000 sec): 3 clusters
  Score: Raw -1507926.278650 + Penalty 3096.006059 = -1504830.272592
  nChanged 8
		SP:Iteration 52Q (183290.160000 sec): 3 clusters
  Score: Raw -1507928.133549 + Penalty 3096.006059 = -1504832.127491
  nChanged 3
		SP:Iteration 53Q (183290.360000 sec): 3 clusters
  Score: Raw -1507928.865792 + Penalty 3096.006059 = -1504832.859733
  nChanged 1
		SP:Iteration 54Q (183290.550000 sec): 3 clusters
  Score: Raw -1507929.114003 + Penalty 3096.006059 = -1504833.107944
  nChanged 0
		SP:Iteration 55F (183290.760000 sec): 3 clusters
  Score: Raw -1507929.114003 + Penalty 3096.006059 = -1504833.107944
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183290.820000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183290.830000 sec): 3 clusters
  Score: Raw -19179.362442 + Penalty 1708.685996 = -17470.676446
  nChanged 26
		SP:Iteration 1F (183290.830000 sec): 3 clusters
  Score: Raw -19294.124410 + Penalty 1708.685996 = -17585.438414
  nChanged 9
		SP:Iteration 2Q (183290.840000 sec): 3 clusters
  Score: Raw -19360.313583 + Penalty 1708.685996 = -17651.627588
  nChanged 5
		SP:Iteration 3Q (183290.840000 sec): 3 clusters
  Score: Raw -19400.430664 + Penalty 1708.685996 = -17691.744668
  nChanged 5
		SP:Iteration 4Q (183290.850000 sec): 3 clusters
  Score: Raw -19428.751716 + Penalty 1708.685996 = -17720.065720
  nChanged 4
		SP:Iteration 5Q (183290.850000 sec): 3 clusters
  Score: Raw -19463.085053 + Penalty 1708.685996 = -17754.399057
  nChanged 0
		SP:Iteration 6F (183290.860000 sec): 3 clusters
  Score: Raw -19463.085053 + Penalty 1708.685996 = -17754.399057
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (364646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183292.810000 sec): 2 clusters
  Score: Raw -44343996.277013 + Penalty 2081.085874 = -44341915.191140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183295.720000 sec): 3 clusters
  Score: Raw -44099523.131574 + Penalty 4162.171747 = -44095360.959827
  nChanged 177822
		SP:Iteration 1F (183298.590000 sec): 3 clusters
  Score: Raw -44207535.665674 + Penalty 4162.171747 = -44203373.493927
  nChanged 11018
		SP:Iteration 2Q (183301.480000 sec): 3 clusters
  Score: Raw -44210245.397052 + Penalty 4162.171747 = -44206083.225305
  nChanged 13571
		SP:Iteration 3Q (183304.430000 sec): 3 clusters
  Score: Raw -44214584.376520 + Penalty 4162.171747 = -44210422.204772
  nChanged 17181
		SP:Iteration 4Q (183307.390000 sec): 3 clusters
  Score: Raw -44221693.978940 + Penalty 4162.171747 = -44217531.807193
  nChanged 21254
		SP:Iteration 5F (183310.310000 sec): 3 clusters
  Score: Raw -44232945.196927 + Penalty 4162.171747 = -44228783.025180
  nChanged 25089
		SP:Iteration 6F (183313.220000 sec): 3 clusters
  Score: Raw -44249517.447098 + Penalty 4162.171747 = -44245355.275350
  nChanged 26870
		SP:Iteration 7F (183316.120000 sec): 3 clusters
  Score: Raw -44270251.340161 + Penalty 4162.171747 = -44266089.168414
  nChanged 25184
		SP:Iteration 8F (183319.010000 sec): 3 clusters
  Score: Raw -44291372.029825 + Penalty 4162.171747 = -44287209.858078
  nChanged 20641
		SP:Iteration 9F (183321.920000 sec): 3 clusters
  Score: Raw -44309079.553283 + Penalty 4162.171747 = -44304917.381535
  nChanged 15279
		SP:Iteration 10Q (183324.640000 sec): 3 clusters
  Score: Raw -44321986.406706 + Penalty 4162.171747 = -44317824.234959
  nChanged 10564
		SP:Iteration 11Q (183327.290000 sec): 3 clusters
  Score: Raw -44330633.995992 + Penalty 4162.171747 = -44326471.824245
  nChanged 6989
		SP:Iteration 12Q (183329.890000 sec): 3 clusters
  Score: Raw -44336137.005565 + Penalty 4162.171747 = -44331974.833817
  nChanged 4497
		SP:Iteration 13Q (183332.460000 sec): 3 clusters
  Score: Raw -44339567.342769 + Penalty 4162.171747 = -44335405.171022
  nChanged 2816
		SP:Iteration 14Q (183335.010000 sec): 3 clusters
  Score: Raw -44341685.231477 + Penalty 4162.171747 = -44337523.059730
  nChanged 1587
		SP:Iteration 15Q (183337.540000 sec): 3 clusters
  Score: Raw -44342848.773020 + Penalty 4162.171747 = -44338686.601273
  nChanged 858
		SP:Iteration 16Q (183340.110000 sec): 3 clusters
  Score: Raw -44343478.237479 + Penalty 4162.171747 = -44339316.065732
  nChanged 427
		SP:Iteration 17Q (183342.620000 sec): 3 clusters
  Score: Raw -44343793.824953 + Penalty 4162.171747 = -44339631.653206
  nChanged 244
		SP:Iteration 18Q (183345.190000 sec): 3 clusters
  Score: Raw -44343984.028590 + Penalty 4162.171747 = -44339821.856843
  nChanged 122
		SP:Iteration 19Q (183347.740000 sec): 3 clusters
  Score: Raw -44344084.210112 + Penalty 4162.171747 = -44339922.038364
  nChanged 73
		SP:Iteration 20F (183350.590000 sec): 3 clusters
  Score: Raw -44344143.495719 + Penalty 4162.171747 = -44339981.323972
  nChanged 42
		SP:Iteration 21Q (183353.100000 sec): 3 clusters
  Score: Raw -44344173.737206 + Penalty 4162.171747 = -44340011.565459
  nChanged 32
		SP:Iteration 22Q (183355.620000 sec): 3 clusters
  Score: Raw -44344200.973230 + Penalty 4162.171747 = -44340038.801483
  nChanged 26
		SP:Iteration 23Q (183358.150000 sec): 3 clusters
  Score: Raw -44344219.545124 + Penalty 4162.171747 = -44340057.373377
  nChanged 18
		SP:Iteration 24Q (183360.660000 sec): 3 clusters
  Score: Raw -44344236.676462 + Penalty 4162.171747 = -44340074.504715
  nChanged 22
		SP:Iteration 25Q (183363.200000 sec): 3 clusters
  Score: Raw -44344255.629284 + Penalty 4162.171747 = -44340093.457537
  nChanged 15
		SP:Iteration 26Q (183365.740000 sec): 3 clusters
  Score: Raw -44344266.368956 + Penalty 4162.171747 = -44340104.197209
  nChanged 9
		SP:Iteration 27Q (183368.240000 sec): 3 clusters
  Score: Raw -44344273.906348 + Penalty 4162.171747 = -44340111.734601
  nChanged 10
		SP:Iteration 28Q (183370.770000 sec): 3 clusters
  Score: Raw -44344280.914918 + Penalty 4162.171747 = -44340118.743170
  nChanged 7
		SP:Iteration 29Q (183373.310000 sec): 3 clusters
  Score: Raw -44344288.206468 + Penalty 4162.171747 = -44340126.034721
  nChanged 11
		SP:Iteration 30Q (183375.820000 sec): 3 clusters
  Score: Raw -44344295.868939 + Penalty 4162.171747 = -44340133.697192
  nChanged 10
		SP:Iteration 31Q (183378.360000 sec): 3 clusters
  Score: Raw -44344300.277969 + Penalty 4162.171747 = -44340138.106222
  nChanged 4
		SP:Iteration 32Q (183380.890000 sec): 3 clusters
  Score: Raw -44344302.334449 + Penalty 4162.171747 = -44340140.162701
  nChanged 4
		SP:Iteration 33Q (183383.400000 sec): 3 clusters
  Score: Raw -44344304.728464 + Penalty 4162.171747 = -44340142.556717
  nChanged 2
		SP:Iteration 34Q (183385.930000 sec): 3 clusters
  Score: Raw -44344305.176316 + Penalty 4162.171747 = -44340143.004569
  nChanged 0
		SP:Iteration 35F (183388.780000 sec): 3 clusters
  Score: Raw -44344305.176316 + Penalty 4162.171747 = -44340143.004569
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183389.050000 sec): 2 clusters
  Score: Raw -2552647.390512 + Penalty 1627.020141 = -2551020.370371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183389.360000 sec): 3 clusters
  Score: Raw -2539126.800540 + Penalty 3254.040283 = -2535872.760258
  nChanged 10259
		SP:Iteration 1F (183389.610000 sec): 3 clusters
  Score: Raw -2544820.881882 + Penalty 3254.040283 = -2541566.841600
  nChanged 1279
		SP:Iteration 2F (183389.890000 sec): 3 clusters
  Score: Raw -2545330.157110 + Penalty 3254.040283 = -2542076.116827
  nChanged 1141
		SP:Iteration 3F (183390.170000 sec): 3 clusters
  Score: Raw -2545809.125053 + Penalty 3254.040283 = -2542555.084770
  nChanged 1080
		SP:Iteration 4Q (183390.450000 sec): 3 clusters
  Score: Raw -2546314.207522 + Penalty 3254.040283 = -2543060.167239
  nChanged 1171
		SP:Iteration 5F (183390.690000 sec): 3 clusters
  Score: Raw -2546939.105782 + Penalty 3254.040283 = -2543685.065500
  nChanged 1260
		SP:Iteration 6F (183390.980000 sec): 3 clusters
  Score: Raw -2547747.118511 + Penalty 3254.040283 = -2544493.078228
  nChanged 1304
		SP:Iteration 7F (183391.250000 sec): 3 clusters
  Score: Raw -2548694.433210 + Penalty 3254.040283 = -2545440.392927
  nChanged 1276
		SP:Iteration 8F (183391.530000 sec): 3 clusters
  Score: Raw -2549666.886796 + Penalty 3254.040283 = -2546412.846513
  nChanged 1040
		SP:Iteration 9Q (183391.810000 sec): 3 clusters
  Score: Raw -2550440.541432 + Penalty 3254.040283 = -2547186.501149
  nChanged 812
		SP:Iteration 10Q (183392.080000 sec): 3 clusters
  Score: Raw -2550973.513197 + Penalty 3254.040283 = -2547719.472914
  nChanged 624
		SP:Iteration 11Q (183392.350000 sec): 3 clusters
  Score: Raw -2551315.511492 + Penalty 3254.040283 = -2548061.471209
  nChanged 457
		SP:Iteration 12Q (183392.630000 sec): 3 clusters
  Score: Raw -2551534.075464 + Penalty 3254.040283 = -2548280.035181
  nChanged 323
		SP:Iteration 13Q (183392.890000 sec): 3 clusters
  Score: Raw -2551677.501586 + Penalty 3254.040283 = -2548423.461304
  nChanged 297
		SP:Iteration 14Q (183393.160000 sec): 3 clusters
  Score: Raw -2551799.303490 + Penalty 3254.040283 = -2548545.263208
  nChanged 262
		SP:Iteration 15Q (183393.430000 sec): 3 clusters
  Score: Raw -2551899.380499 + Penalty 3254.040283 = -2548645.340216
  nChanged 228
		SP:Iteration 16Q (183393.660000 sec): 3 clusters
  Score: Raw -2551998.856681 + Penalty 3254.040283 = -2548744.816398
  nChanged 208
		SP:Iteration 17Q (183393.910000 sec): 3 clusters
  Score: Raw -2552090.916322 + Penalty 3254.040283 = -2548836.876039
  nChanged 192
		SP:Iteration 18Q (183394.140000 sec): 3 clusters
  Score: Raw -2552181.277867 + Penalty 3254.040283 = -2548927.237584
  nChanged 183
		SP:Iteration 19Q (183394.400000 sec): 3 clusters
  Score: Raw -2552255.230843 + Penalty 3254.040283 = -2549001.190560
  nChanged 161
		SP:Iteration 20F (183394.680000 sec): 3 clusters
  Score: Raw -2552322.691916 + Penalty 3254.040283 = -2549068.651633
  nChanged 166
		SP:Iteration 21Q (183394.940000 sec): 3 clusters
  Score: Raw -2552399.357228 + Penalty 3254.040283 = -2549145.316945
  nChanged 158
		SP:Iteration 22Q (183395.170000 sec): 3 clusters
  Score: Raw -2552468.993803 + Penalty 3254.040283 = -2549214.953520
  nChanged 176
		SP:Iteration 23Q (183395.420000 sec): 3 clusters
  Score: Raw -2552547.293430 + Penalty 3254.040283 = -2549293.253147
  nChanged 163
		SP:Iteration 24Q (183395.650000 sec): 3 clusters
  Score: Raw -2552621.939105 + Penalty 3254.040283 = -2549367.898822
  nChanged 166
		SP:Iteration 25Q (183395.910000 sec): 3 clusters
  Score: Raw -2552705.533906 + Penalty 3254.040283 = -2549451.493623
  nChanged 150
		SP:Iteration 26Q (183396.130000 sec): 3 clusters
  Score: Raw -2552778.169896 + Penalty 3254.040283 = -2549524.129613
  nChanged 147
		SP:Iteration 27Q (183396.380000 sec): 3 clusters
  Score: Raw -2552849.606481 + Penalty 3254.040283 = -2549595.566198
  nChanged 124
		SP:Iteration 28Q (183396.610000 sec): 3 clusters
  Score: Raw -2552912.805757 + Penalty 3254.040283 = -2549658.765474
  nChanged 122
		SP:Iteration 29Q (183396.830000 sec): 3 clusters
  Score: Raw -2552977.538873 + Penalty 3254.040283 = -2549723.498590
  nChanged 131
		SP:Iteration 30Q (183397.080000 sec): 3 clusters
  Score: Raw -2553045.699214 + Penalty 3254.040283 = -2549791.658931
  nChanged 119
		SP:Iteration 31Q (183397.310000 sec): 3 clusters
  Score: Raw -2553104.164677 + Penalty 3254.040283 = -2549850.124394
  nChanged 96
		SP:Iteration 32Q (183397.570000 sec): 3 clusters
  Score: Raw -2553149.806700 + Penalty 3254.040283 = -2549895.766418
  nChanged 100
		SP:Iteration 33Q (183397.790000 sec): 3 clusters
  Score: Raw -2553196.805438 + Penalty 3254.040283 = -2549942.765155
  nChanged 90
		SP:Iteration 34Q (183398.040000 sec): 3 clusters
  Score: Raw -2553231.137003 + Penalty 3254.040283 = -2549977.096720
  nChanged 72
		SP:Iteration 35Q (183398.300000 sec): 3 clusters
  Score: Raw -2553256.160690 + Penalty 3254.040283 = -2550002.120407
  nChanged 70
		SP:Iteration 36Q (183398.560000 sec): 3 clusters
  Score: Raw -2553279.175423 + Penalty 3254.040283 = -2550025.135140
  nChanged 50
		SP:Iteration 37Q (183398.820000 sec): 3 clusters
  Score: Raw -2553295.305114 + Penalty 3254.040283 = -2550041.264831
  nChanged 49
		SP:Iteration 38Q (183399.050000 sec): 3 clusters
  Score: Raw -2553310.947078 + Penalty 3254.040283 = -2550056.906795
  nChanged 37
		SP:Iteration 39Q (183399.290000 sec): 3 clusters
  Score: Raw -2553323.181582 + Penalty 3254.040283 = -2550069.141299
  nChanged 48
		SP:Iteration 40F (183399.540000 sec): 3 clusters
  Score: Raw -2553339.187817 + Penalty 3254.040283 = -2550085.147534
  nChanged 34
		SP:Iteration 41Q (183399.800000 sec): 3 clusters
  Score: Raw -2553346.462749 + Penalty 3254.040283 = -2550092.422466
  nChanged 26
		SP:Iteration 42Q (183400.020000 sec): 3 clusters
  Score: Raw -2553351.391340 + Penalty 3254.040283 = -2550097.351057
  nChanged 19
		SP:Iteration 43Q (183400.270000 sec): 3 clusters
  Score: Raw -2553355.548461 + Penalty 3254.040283 = -2550101.508178
  nChanged 12
		SP:Iteration 44Q (183400.490000 sec): 3 clusters
  Score: Raw -2553357.409382 + Penalty 3254.040283 = -2550103.369099
  nChanged 3
		SP:Iteration 45Q (183400.750000 sec): 3 clusters
  Score: Raw -2553357.910179 + Penalty 3254.040283 = -2550103.869897
  nChanged 8
		SP:Iteration 46Q (183400.980000 sec): 3 clusters
  Score: Raw -2553359.181318 + Penalty 3254.040283 = -2550105.141035
  nChanged 11
		SP:Iteration 47Q (183401.230000 sec): 3 clusters
  Score: Raw -2553360.859885 + Penalty 3254.040283 = -2550106.819603
  nChanged 13
		SP:Iteration 48Q (183401.490000 sec): 3 clusters
  Score: Raw -2553364.585070 + Penalty 3254.040283 = -2550110.544787
  nChanged 22
		SP:Iteration 49Q (183401.750000 sec): 3 clusters
  Score: Raw -2553368.098982 + Penalty 3254.040283 = -2550114.058699
  nChanged 15
		SP:Iteration 50Q (183402.000000 sec): 3 clusters
  Score: Raw -2553370.159279 + Penalty 3254.040283 = -2550116.118996
  nChanged 7
		SP:Iteration 51Q (183402.230000 sec): 3 clusters
  Score: Raw -2553371.033381 + Penalty 3254.040283 = -2550116.993099
  nChanged 4
		SP:Iteration 52Q (183402.480000 sec): 3 clusters
  Score: Raw -2553371.515262 + Penalty 3254.040283 = -2550117.474979
  nChanged 1
		SP:Iteration 53Q (183402.740000 sec): 3 clusters
  Score: Raw -2553371.640035 + Penalty 3254.040283 = -2550117.599752
  nChanged 2
		SP:Iteration 54Q (183402.990000 sec): 3 clusters
  Score: Raw -2553371.817015 + Penalty 3254.040283 = -2550117.776732
  nChanged 0
		SP:Iteration 55F (183403.270000 sec): 3 clusters
  Score: Raw -2553371.817015 + Penalty 3254.040283 = -2550117.776732
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183403.630000 sec): 2 clusters
  Score: Raw -5111762.519926 + Penalty 1726.969295 = -5110035.550631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183404.120000 sec): 3 clusters
  Score: Raw -5085817.202789 + Penalty 3453.938591 = -5082363.264198
  nChanged 19144
		SP:Iteration 1F (183404.570000 sec): 3 clusters
  Score: Raw -5096785.693926 + Penalty 3453.938591 = -5093331.755336
  nChanged 1885
		SP:Iteration 2Q (183405.050000 sec): 3 clusters
  Score: Raw -5097439.657284 + Penalty 3453.938591 = -5093985.718693
  nChanged 1980
		SP:Iteration 3Q (183405.490000 sec): 3 clusters
  Score: Raw -5098163.498955 + Penalty 3453.938591 = -5094709.560364
  nChanged 1982
		SP:Iteration 4Q (183405.970000 sec): 3 clusters
  Score: Raw -5098897.652092 + Penalty 3453.938591 = -5095443.713501
  nChanged 2009
		SP:Iteration 5Q (183406.400000 sec): 3 clusters
  Score: Raw -5099683.310008 + Penalty 3453.938591 = -5096229.371417
  nChanged 1978
		SP:Iteration 6Q (183406.880000 sec): 3 clusters
  Score: Raw -5100501.494851 + Penalty 3453.938591 = -5097047.556260
  nChanged 1983
		SP:Iteration 7Q (183407.320000 sec): 3 clusters
  Score: Raw -5101367.414954 + Penalty 3453.938591 = -5097913.476363
  nChanged 1917
		SP:Iteration 8Q (183407.800000 sec): 3 clusters
  Score: Raw -5102207.423499 + Penalty 3453.938591 = -5098753.484908
  nChanged 1750
		SP:Iteration 9Q (183408.240000 sec): 3 clusters
  Score: Raw -5102971.627575 + Penalty 3453.938591 = -5099517.688984
  nChanged 1547
		SP:Iteration 10Q (183408.710000 sec): 3 clusters
  Score: Raw -5103751.585076 + Penalty 3453.938591 = -5100297.646485
  nChanged 1469
		SP:Iteration 11Q (183409.150000 sec): 3 clusters
  Score: Raw -5104665.241412 + Penalty 3453.938591 = -5101211.302821
  nChanged 1453
		SP:Iteration 12Q (183409.630000 sec): 3 clusters
  Score: Raw -5105720.204440 + Penalty 3453.938591 = -5102266.265850
  nChanged 1414
		SP:Iteration 13Q (183410.060000 sec): 3 clusters
  Score: Raw -5106775.326716 + Penalty 3453.938591 = -5103321.388125
  nChanged 1303
		SP:Iteration 14Q (183410.530000 sec): 3 clusters
  Score: Raw -5107691.200111 + Penalty 3453.938591 = -5104237.261520
  nChanged 1042
		SP:Iteration 15Q (183410.940000 sec): 3 clusters
  Score: Raw -5108285.622595 + Penalty 3453.938591 = -5104831.684004
  nChanged 794
		SP:Iteration 16Q (183411.350000 sec): 3 clusters
  Score: Raw -5108693.650514 + Penalty 3453.938591 = -5105239.711923
  nChanged 685
		SP:Iteration 17Q (183411.800000 sec): 3 clusters
  Score: Raw -5109013.867632 + Penalty 3453.938591 = -5105559.929041
  nChanged 568
		SP:Iteration 18Q (183412.220000 sec): 3 clusters
  Score: Raw -5109270.509959 + Penalty 3453.938591 = -5105816.571368
  nChanged 534
		SP:Iteration 19Q (183412.620000 sec): 3 clusters
  Score: Raw -5109514.457187 + Penalty 3453.938591 = -5106060.518596
  nChanged 522
		SP:Iteration 20F (183413.050000 sec): 3 clusters
  Score: Raw -5109748.143419 + Penalty 3453.938591 = -5106294.204828
  nChanged 469
		SP:Iteration 21Q (183413.480000 sec): 3 clusters
  Score: Raw -5109955.249479 + Penalty 3453.938591 = -5106501.310888
  nChanged 442
		SP:Iteration 22Q (183413.900000 sec): 3 clusters
  Score: Raw -5110141.120375 + Penalty 3453.938591 = -5106687.181784
  nChanged 421
		SP:Iteration 23Q (183414.280000 sec): 3 clusters
  Score: Raw -5110313.716381 + Penalty 3453.938591 = -5106859.777790
  nChanged 408
		SP:Iteration 24Q (183414.670000 sec): 3 clusters
  Score: Raw -5110481.662878 + Penalty 3453.938591 = -5107027.724287
  nChanged 419
		SP:Iteration 25Q (183415.050000 sec): 3 clusters
  Score: Raw -5110658.372079 + Penalty 3453.938591 = -5107204.433488
  nChanged 374
		SP:Iteration 26Q (183415.440000 sec): 3 clusters
  Score: Raw -5110815.782172 + Penalty 3453.938591 = -5107361.843581
  nChanged 323
		SP:Iteration 27Q (183415.820000 sec): 3 clusters
  Score: Raw -5110945.653968 + Penalty 3453.938591 = -5107491.715377
  nChanged 331
		SP:Iteration 28Q (183416.190000 sec): 3 clusters
  Score: Raw -5111085.053440 + Penalty 3453.938591 = -5107631.114849
  nChanged 284
		SP:Iteration 29Q (183416.570000 sec): 3 clusters
  Score: Raw -5111197.736971 + Penalty 3453.938591 = -5107743.798380
  nChanged 267
		SP:Iteration 30Q (183416.940000 sec): 3 clusters
  Score: Raw -5111305.485234 + Penalty 3453.938591 = -5107851.546643
  nChanged 262
		SP:Iteration 31Q (183417.320000 sec): 3 clusters
  Score: Raw -5111409.751413 + Penalty 3453.938591 = -5107955.812822
  nChanged 220
		SP:Iteration 32Q (183417.720000 sec): 3 clusters
  Score: Raw -5111504.173465 + Penalty 3453.938591 = -5108050.234874
  nChanged 210
		SP:Iteration 33Q (183418.090000 sec): 3 clusters
  Score: Raw -5111601.124997 + Penalty 3453.938591 = -5108147.186406
  nChanged 182
		SP:Iteration 34Q (183418.480000 sec): 3 clusters
  Score: Raw -5111677.062065 + Penalty 3453.938591 = -5108223.123474
  nChanged 149
		SP:Iteration 35Q (183418.870000 sec): 3 clusters
  Score: Raw -5111735.716164 + Penalty 3453.938591 = -5108281.777573
  nChanged 144
		SP:Iteration 36Q (183419.260000 sec): 3 clusters
  Score: Raw -5111795.340762 + Penalty 3453.938591 = -5108341.402171
  nChanged 140
		SP:Iteration 37Q (183419.630000 sec): 3 clusters
  Score: Raw -5111859.977622 + Penalty 3453.938591 = -5108406.039031
  nChanged 124
		SP:Iteration 38Q (183420.020000 sec): 3 clusters
  Score: Raw -5111908.242590 + Penalty 3453.938591 = -5108454.303999
  nChanged 107
		SP:Iteration 39Q (183420.410000 sec): 3 clusters
  Score: Raw -5111945.249725 + Penalty 3453.938591 = -5108491.311134
  nChanged 78
		SP:Iteration 40F (183420.860000 sec): 3 clusters
  Score: Raw -5111967.750810 + Penalty 3453.938591 = -5108513.812219
  nChanged 57
		SP:Iteration 41Q (183421.270000 sec): 3 clusters
  Score: Raw -5111984.466698 + Penalty 3453.938591 = -5108530.528107
  nChanged 45
		SP:Iteration 42Q (183421.680000 sec): 3 clusters
  Score: Raw -5111997.904425 + Penalty 3453.938591 = -5108543.965834
  nChanged 47
		SP:Iteration 43Q (183422.090000 sec): 3 clusters
  Score: Raw -5112011.468042 + Penalty 3453.938591 = -5108557.529451
  nChanged 45
		SP:Iteration 44Q (183422.470000 sec): 3 clusters
  Score: Raw -5112025.907531 + Penalty 3453.938591 = -5108571.968940
  nChanged 46
		SP:Iteration 45Q (183422.860000 sec): 3 clusters
  Score: Raw -5112039.155577 + Penalty 3453.938591 = -5108585.216986
  nChanged 41
		SP:Iteration 46Q (183423.250000 sec): 3 clusters
  Score: Raw -5112053.003694 + Penalty 3453.938591 = -5108599.065103
  nChanged 48
		SP:Iteration 47Q (183423.630000 sec): 3 clusters
  Score: Raw -5112068.340532 + Penalty 3453.938591 = -5108614.401941
  nChanged 32
		SP:Iteration 48Q (183424.020000 sec): 3 clusters
  Score: Raw -5112078.271826 + Penalty 3453.938591 = -5108624.333235
  nChanged 36
		SP:Iteration 49Q (183424.410000 sec): 3 clusters
  Score: Raw -5112087.601224 + Penalty 3453.938591 = -5108633.662633
  nChanged 19
		SP:Iteration 50Q (183424.780000 sec): 3 clusters
  Score: Raw -5112092.527531 + Penalty 3453.938591 = -5108638.588940
  nChanged 24
		SP:Iteration 51Q (183425.160000 sec): 3 clusters
  Score: Raw -5112100.490737 + Penalty 3453.938591 = -5108646.552146
  nChanged 25
		SP:Iteration 52Q (183425.550000 sec): 3 clusters
  Score: Raw -5112107.179234 + Penalty 3453.938591 = -5108653.240643
  nChanged 28
		SP:Iteration 53Q (183425.930000 sec): 3 clusters
  Score: Raw -5112114.527522 + Penalty 3453.938591 = -5108660.588931
  nChanged 21
		SP:Iteration 54Q (183426.310000 sec): 3 clusters
  Score: Raw -5112119.520384 + Penalty 3453.938591 = -5108665.581793
  nChanged 22
		SP:Iteration 55Q (183426.680000 sec): 3 clusters
  Score: Raw -5112125.629961 + Penalty 3453.938591 = -5108671.691370
  nChanged 21
		SP:Iteration 56Q (183427.080000 sec): 3 clusters
  Score: Raw -5112130.122397 + Penalty 3453.938591 = -5108676.183806
  nChanged 15
		SP:Iteration 57Q (183427.460000 sec): 3 clusters
  Score: Raw -5112133.839834 + Penalty 3453.938591 = -5108679.901243
  nChanged 8
		SP:Iteration 58Q (183427.860000 sec): 3 clusters
  Score: Raw -5112135.432455 + Penalty 3453.938591 = -5108681.493864
  nChanged 6
		SP:Iteration 59Q (183428.240000 sec): 3 clusters
  Score: Raw -5112136.294145 + Penalty 3453.938591 = -5108682.355554
  nChanged 5
		SP:Iteration 60F (183428.690000 sec): 3 clusters
  Score: Raw -5112137.486918 + Penalty 3453.938591 = -5108683.548327
  nChanged 8
		SP:Iteration 61Q (183429.050000 sec): 3 clusters
  Score: Raw -5112139.304772 + Penalty 3453.938591 = -5108685.366181
  nChanged 6
		SP:Iteration 62Q (183429.430000 sec): 3 clusters
  Score: Raw -5112140.535974 + Penalty 3453.938591 = -5108686.597383
  nChanged 7
		SP:Iteration 63Q (183429.810000 sec): 3 clusters
  Score: Raw -5112142.725192 + Penalty 3453.938591 = -5108688.786601
  nChanged 8
		SP:Iteration 64Q (183430.190000 sec): 3 clusters
  Score: Raw -5112144.339425 + Penalty 3453.938591 = -5108690.400834
  nChanged 10
		SP:Iteration 65Q (183430.560000 sec): 3 clusters
  Score: Raw -5112146.430606 + Penalty 3453.938591 = -5108692.492015
  nChanged 12
		SP:Iteration 66Q (183430.940000 sec): 3 clusters
  Score: Raw -5112150.982556 + Penalty 3453.938591 = -5108697.043965
  nChanged 16
		SP:Iteration 67Q (183431.350000 sec): 3 clusters
  Score: Raw -5112156.313141 + Penalty 3453.938591 = -5108702.374550
  nChanged 10
		SP:Iteration 68Q (183431.730000 sec): 3 clusters
  Score: Raw -5112158.298025 + Penalty 3453.938591 = -5108704.359434
  nChanged 9
		SP:Iteration 69Q (183432.110000 sec): 3 clusters
  Score: Raw -5112160.702992 + Penalty 3453.938591 = -5108706.764401
  nChanged 10
		SP:Iteration 70Q (183432.510000 sec): 3 clusters
  Score: Raw -5112163.257923 + Penalty 3453.938591 = -5108709.319332
  nChanged 13
		SP:Iteration 71Q (183432.890000 sec): 3 clusters
  Score: Raw -5112166.644203 + Penalty 3453.938591 = -5108712.705612
  nChanged 6
		SP:Iteration 72Q (183433.270000 sec): 3 clusters
  Score: Raw -5112168.281636 + Penalty 3453.938591 = -5108714.343045
  nChanged 4
		SP:Iteration 73Q (183433.670000 sec): 3 clusters
  Score: Raw -5112169.302582 + Penalty 3453.938591 = -5108715.363991
  nChanged 5
		SP:Iteration 74Q (183434.050000 sec): 3 clusters
  Score: Raw -5112170.121995 + Penalty 3453.938591 = -5108716.183404
  nChanged 2
		SP:Iteration 75Q (183434.450000 sec): 3 clusters
  Score: Raw -5112170.850696 + Penalty 3453.938591 = -5108716.912105
  nChanged 3
		SP:Iteration 76Q (183434.820000 sec): 3 clusters
  Score: Raw -5112171.517039 + Penalty 3453.938591 = -5108717.578448
  nChanged 2
		SP:Iteration 77Q (183435.200000 sec): 3 clusters
  Score: Raw -5112172.152481 + Penalty 3453.938591 = -5108718.213890
  nChanged 2
		SP:Iteration 78Q (183435.600000 sec): 3 clusters
  Score: Raw -5112172.545635 + Penalty 3453.938591 = -5108718.607044
  nChanged 1
		SP:Iteration 79Q (183435.980000 sec): 3 clusters
  Score: Raw -5112172.779329 + Penalty 3453.938591 = -5108718.840738
  nChanged 1
		SP:Iteration 80F (183436.450000 sec): 3 clusters
  Score: Raw -5112173.281752 + Penalty 3453.938591 = -5108719.343161
  nChanged 2
		SP:Iteration 81Q (183436.810000 sec): 3 clusters
  Score: Raw -5112173.948126 + Penalty 3453.938591 = -5108720.009535
  nChanged 0
		SP:Iteration 82F (183437.260000 sec): 3 clusters
  Score: Raw -5112173.948126 + Penalty 3453.938591 = -5108720.009535
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183437.390000 sec): 2 clusters
  Score: Raw -1628315.759071 + Penalty 1545.892068 = -1626769.867003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183437.600000 sec): 3 clusters
  Score: Raw -1620505.622084 + Penalty 3091.784136 = -1617413.837948
  nChanged 5966
		SP:Iteration 1F (183437.820000 sec): 3 clusters
  Score: Raw -1623798.023523 + Penalty 3091.784136 = -1620706.239387
  nChanged 831
		SP:Iteration 2F (183438.030000 sec): 3 clusters
  Score: Raw -1624173.831130 + Penalty 3091.784136 = -1621082.046995
  nChanged 711
		SP:Iteration 3F (183438.210000 sec): 3 clusters
  Score: Raw -1624507.146580 + Penalty 3091.784136 = -1621415.362444
  nChanged 725
		SP:Iteration 4F (183438.390000 sec): 3 clusters
  Score: Raw -1624883.137119 + Penalty 3091.784136 = -1621791.352983
  nChanged 787
		SP:Iteration 5F (183438.580000 sec): 3 clusters
  Score: Raw -1625331.823316 + Penalty 3091.784136 = -1622240.039180
  nChanged 753
		SP:Iteration 6F (183438.780000 sec): 3 clusters
  Score: Raw -1625792.563766 + Penalty 3091.784136 = -1622700.779631
  nChanged 722
		SP:Iteration 7F (183438.950000 sec): 3 clusters
  Score: Raw -1626225.962747 + Penalty 3091.784136 = -1623134.178611
  nChanged 648
		SP:Iteration 8Q (183439.140000 sec): 3 clusters
  Score: Raw -1626663.865860 + Penalty 3091.784136 = -1623572.081724
  nChanged 587
		SP:Iteration 9Q (183439.320000 sec): 3 clusters
  Score: Raw -1627084.083420 + Penalty 3091.784136 = -1623992.299284
  nChanged 514
		SP:Iteration 10Q (183439.530000 sec): 3 clusters
  Score: Raw -1627475.905086 + Penalty 3091.784136 = -1624384.120950
  nChanged 379
		SP:Iteration 11Q (183439.700000 sec): 3 clusters
  Score: Raw -1627762.982862 + Penalty 3091.784136 = -1624671.198726
  nChanged 282
		SP:Iteration 12Q (183439.880000 sec): 3 clusters
  Score: Raw -1627971.169494 + Penalty 3091.784136 = -1624879.385358
  nChanged 220
		SP:Iteration 13Q (183440.050000 sec): 3 clusters
  Score: Raw -1628150.015721 + Penalty 3091.784136 = -1625058.231585
  nChanged 165
		SP:Iteration 14Q (183440.250000 sec): 3 clusters
  Score: Raw -1628272.703097 + Penalty 3091.784136 = -1625180.918961
  nChanged 138
		SP:Iteration 15Q (183440.420000 sec): 3 clusters
  Score: Raw -1628366.938715 + Penalty 3091.784136 = -1625275.154579
  nChanged 101
		SP:Iteration 16Q (183440.590000 sec): 3 clusters
  Score: Raw -1628429.213183 + Penalty 3091.784136 = -1625337.429048
  nChanged 76
		SP:Iteration 17Q (183440.780000 sec): 3 clusters
  Score: Raw -1628468.869605 + Penalty 3091.784136 = -1625377.085470
  nChanged 57
		SP:Iteration 18Q (183440.970000 sec): 3 clusters
  Score: Raw -1628496.739893 + Penalty 3091.784136 = -1625404.955758
  nChanged 38
		SP:Iteration 19Q (183441.140000 sec): 3 clusters
  Score: Raw -1628510.566572 + Penalty 3091.784136 = -1625418.782437
  nChanged 31
		SP:Iteration 20F (183441.340000 sec): 3 clusters
  Score: Raw -1628523.427352 + Penalty 3091.784136 = -1625431.643216
  nChanged 29
		SP:Iteration 21Q (183441.500000 sec): 3 clusters
  Score: Raw -1628537.979603 + Penalty 3091.784136 = -1625446.195468
  nChanged 35
		SP:Iteration 22Q (183441.670000 sec): 3 clusters
  Score: Raw -1628554.027433 + Penalty 3091.784136 = -1625462.243297
  nChanged 31
		SP:Iteration 23Q (183441.870000 sec): 3 clusters
  Score: Raw -1628570.307064 + Penalty 3091.784136 = -1625478.522928
  nChanged 31
		SP:Iteration 24Q (183442.030000 sec): 3 clusters
  Score: Raw -1628584.962309 + Penalty 3091.784136 = -1625493.178173
  nChanged 34
		SP:Iteration 25Q (183442.200000 sec): 3 clusters
  Score: Raw -1628603.685661 + Penalty 3091.784136 = -1625511.901525
  nChanged 33
		SP:Iteration 26Q (183442.390000 sec): 3 clusters
  Score: Raw -1628618.528647 + Penalty 3091.784136 = -1625526.744511
  nChanged 35
		SP:Iteration 27Q (183442.550000 sec): 3 clusters
  Score: Raw -1628633.751349 + Penalty 3091.784136 = -1625541.967213
  nChanged 24
		SP:Iteration 28Q (183442.720000 sec): 3 clusters
  Score: Raw -1628645.290272 + Penalty 3091.784136 = -1625553.506136
  nChanged 20
		SP:Iteration 29Q (183442.900000 sec): 3 clusters
  Score: Raw -1628654.346146 + Penalty 3091.784136 = -1625562.562010
  nChanged 13
		SP:Iteration 30Q (183443.070000 sec): 3 clusters
  Score: Raw -1628659.840847 + Penalty 3091.784136 = -1625568.056712
  nChanged 16
		SP:Iteration 31Q (183443.240000 sec): 3 clusters
  Score: Raw -1628665.787743 + Penalty 3091.784136 = -1625574.003607
  nChanged 15
		SP:Iteration 32Q (183443.410000 sec): 3 clusters
  Score: Raw -1628671.033067 + Penalty 3091.784136 = -1625579.248931
  nChanged 14
		SP:Iteration 33Q (183443.600000 sec): 3 clusters
  Score: Raw -1628675.882085 + Penalty 3091.784136 = -1625584.097949
  nChanged 11
		SP:Iteration 34Q (183443.780000 sec): 3 clusters
  Score: Raw -1628680.843273 + Penalty 3091.784136 = -1625589.059137
  nChanged 11
		SP:Iteration 35Q (183443.940000 sec): 3 clusters
  Score: Raw -1628684.825789 + Penalty 3091.784136 = -1625593.041654
  nChanged 11
		SP:Iteration 36Q (183444.140000 sec): 3 clusters
  Score: Raw -1628689.714082 + Penalty 3091.784136 = -1625597.929946
  nChanged 14
		SP:Iteration 37Q (183444.310000 sec): 3 clusters
  Score: Raw -1628694.518006 + Penalty 3091.784136 = -1625602.733870
  nChanged 13
		SP:Iteration 38Q (183444.480000 sec): 3 clusters
  Score: Raw -1628699.802291 + Penalty 3091.784136 = -1625608.018155
  nChanged 15
		SP:Iteration 39Q (183444.670000 sec): 3 clusters
  Score: Raw -1628708.620135 + Penalty 3091.784136 = -1625616.835999
  nChanged 18
		SP:Iteration 40F (183444.860000 sec): 3 clusters
  Score: Raw -1628720.395419 + Penalty 3091.784136 = -1625628.611284
  nChanged 15
		SP:Iteration 41Q (183445.020000 sec): 3 clusters
  Score: Raw -1628727.116480 + Penalty 3091.784136 = -1625635.332344
  nChanged 16
		SP:Iteration 42Q (183445.220000 sec): 3 clusters
  Score: Raw -1628735.205194 + Penalty 3091.784136 = -1625643.421058
  nChanged 8
		SP:Iteration 43Q (183445.410000 sec): 3 clusters
  Score: Raw -1628739.927204 + Penalty 3091.784136 = -1625648.143068
  nChanged 13
		SP:Iteration 44Q (183445.580000 sec): 3 clusters
  Score: Raw -1628747.973899 + Penalty 3091.784136 = -1625656.189763
  nChanged 15
		SP:Iteration 45Q (183445.760000 sec): 3 clusters
  Score: Raw -1628758.802646 + Penalty 3091.784136 = -1625667.018510
  nChanged 8
		SP:Iteration 46Q (183445.950000 sec): 3 clusters
  Score: Raw -1628763.177550 + Penalty 3091.784136 = -1625671.393414
  nChanged 7
		SP:Iteration 47Q (183446.120000 sec): 3 clusters
  Score: Raw -1628767.255431 + Penalty 3091.784136 = -1625675.471295
  nChanged 8
		SP:Iteration 48Q (183446.290000 sec): 3 clusters
  Score: Raw -1628772.068912 + Penalty 3091.784136 = -1625680.284776
  nChanged 10
		SP:Iteration 49Q (183446.480000 sec): 3 clusters
  Score: Raw -1628776.274132 + Penalty 3091.784136 = -1625684.489997
  nChanged 8
		SP:Iteration 50Q (183446.650000 sec): 3 clusters
  Score: Raw -1628779.563915 + Penalty 3091.784136 = -1625687.779779
  nChanged 5
		SP:Iteration 51Q (183446.820000 sec): 3 clusters
  Score: Raw -1628781.701022 + Penalty 3091.784136 = -1625689.916887
  nChanged 3
		SP:Iteration 52Q (183447.050000 sec): 3 clusters
  Score: Raw -1628783.642923 + Penalty 3091.784136 = -1625691.858788
  nChanged 2
		SP:Iteration 53Q (183447.250000 sec): 3 clusters
  Score: Raw -1628784.458295 + Penalty 3091.784136 = -1625692.674159
  nChanged 2
		SP:Iteration 54Q (183447.450000 sec): 3 clusters
  Score: Raw -1628785.285029 + Penalty 3091.784136 = -1625693.500893
  nChanged 3
		SP:Iteration 55Q (183447.620000 sec): 3 clusters
  Score: Raw -1628787.168167 + Penalty 3091.784136 = -1625695.384031
  nChanged 4
		SP:Iteration 56Q (183447.800000 sec): 3 clusters
  Score: Raw -1628788.648359 + Penalty 3091.784136 = -1625696.864224
  nChanged 2
		SP:Iteration 57Q (183447.990000 sec): 3 clusters
  Score: Raw -1628789.045505 + Penalty 3091.784136 = -1625697.261369
  nChanged 0
		SP:Iteration 58F (183448.180000 sec): 3 clusters
  Score: Raw -1628789.045505 + Penalty 3091.784136 = -1625697.261369
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183448.460000 sec): 2 clusters
  Score: Raw -3644398.793623 + Penalty 1674.618752 = -3642724.174871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183448.770000 sec): 3 clusters
  Score: Raw -3626090.623307 + Penalty 3349.237504 = -3622741.385803
  nChanged 13690
		SP:Iteration 1F (183449.090000 sec): 3 clusters
  Score: Raw -3633747.556314 + Penalty 3349.237504 = -3630398.318810
  nChanged 1327
		SP:Iteration 2Q (183449.440000 sec): 3 clusters
  Score: Raw -3634142.069103 + Penalty 3349.237504 = -3630792.831599
  nChanged 1167
		SP:Iteration 3Q (183449.800000 sec): 3 clusters
  Score: Raw -3634512.623562 + Penalty 3349.237504 = -3631163.386058
  nChanged 1196
		SP:Iteration 4Q (183450.150000 sec): 3 clusters
  Score: Raw -3634953.911869 + Penalty 3349.237504 = -3631604.674365
  nChanged 1272
		SP:Iteration 5Q (183450.490000 sec): 3 clusters
  Score: Raw -3635478.605570 + Penalty 3349.237504 = -3632129.368066
  nChanged 1360
		SP:Iteration 6Q (183450.830000 sec): 3 clusters
  Score: Raw -3636102.208657 + Penalty 3349.237504 = -3632752.971153
  nChanged 1456
		SP:Iteration 7Q (183451.180000 sec): 3 clusters
  Score: Raw -3636884.137469 + Penalty 3349.237504 = -3633534.899966
  nChanged 1677
		SP:Iteration 8F (183451.520000 sec): 3 clusters
  Score: Raw -3638010.265195 + Penalty 3349.237504 = -3634661.027692
  nChanged 1885
		SP:Iteration 9F (183451.870000 sec): 3 clusters
  Score: Raw -3639475.854750 + Penalty 3349.237504 = -3636126.617246
  nChanged 1867
		SP:Iteration 10F (183452.210000 sec): 3 clusters
  Score: Raw -3641034.886714 + Penalty 3349.237504 = -3637685.649211
  nChanged 1404
		SP:Iteration 11Q (183452.550000 sec): 3 clusters
  Score: Raw -3642186.090494 + Penalty 3349.237504 = -3638836.852991
  nChanged 1025
		SP:Iteration 12Q (183452.890000 sec): 3 clusters
  Score: Raw -3642993.301287 + Penalty 3349.237504 = -3639644.063783
  nChanged 707
		SP:Iteration 13Q (183453.230000 sec): 3 clusters
  Score: Raw -3643537.296385 + Penalty 3349.237504 = -3640188.058882
  nChanged 483
		SP:Iteration 14Q (183453.560000 sec): 3 clusters
  Score: Raw -3643947.601193 + Penalty 3349.237504 = -3640598.363689
  nChanged 331
		SP:Iteration 15Q (183453.860000 sec): 3 clusters
  Score: Raw -3644229.460660 + Penalty 3349.237504 = -3640880.223157
  nChanged 223
		SP:Iteration 16Q (183454.200000 sec): 3 clusters
  Score: Raw -3644405.172618 + Penalty 3349.237504 = -3641055.935115
  nChanged 163
		SP:Iteration 17Q (183454.530000 sec): 3 clusters
  Score: Raw -3644521.080826 + Penalty 3349.237504 = -3641171.843322
  nChanged 109
		SP:Iteration 18Q (183454.860000 sec): 3 clusters
  Score: Raw -3644593.231406 + Penalty 3349.237504 = -3641243.993902
  nChanged 76
		SP:Iteration 19Q (183455.210000 sec): 3 clusters
  Score: Raw -3644637.474810 + Penalty 3349.237504 = -3641288.237307
  nChanged 57
		SP:Iteration 20F (183455.530000 sec): 3 clusters
  Score: Raw -3644667.399049 + Penalty 3349.237504 = -3641318.161546
  nChanged 28
		SP:Iteration 21Q (183455.890000 sec): 3 clusters
  Score: Raw -3644677.903811 + Penalty 3349.237504 = -3641328.666308
  nChanged 15
		SP:Iteration 22Q (183456.240000 sec): 3 clusters
  Score: Raw -3644683.889860 + Penalty 3349.237504 = -3641334.652356
  nChanged 17
		SP:Iteration 23Q (183456.590000 sec): 3 clusters
  Score: Raw -3644693.453599 + Penalty 3349.237504 = -3641344.216095
  nChanged 12
		SP:Iteration 24Q (183456.950000 sec): 3 clusters
  Score: Raw -3644699.472026 + Penalty 3349.237504 = -3641350.234522
  nChanged 10
		SP:Iteration 25Q (183457.280000 sec): 3 clusters
  Score: Raw -3644704.396896 + Penalty 3349.237504 = -3641355.159392
  nChanged 13
		SP:Iteration 26Q (183457.640000 sec): 3 clusters
  Score: Raw -3644709.694363 + Penalty 3349.237504 = -3641360.456859
  nChanged 5
		SP:Iteration 27Q (183457.990000 sec): 3 clusters
  Score: Raw -3644711.315132 + Penalty 3349.237504 = -3641362.077628
  nChanged 3
		SP:Iteration 28Q (183458.320000 sec): 3 clusters
  Score: Raw -3644712.564154 + Penalty 3349.237504 = -3641363.326650
  nChanged 4
		SP:Iteration 29Q (183458.680000 sec): 3 clusters
  Score: Raw -3644713.913015 + Penalty 3349.237504 = -3641364.675511
  nChanged 3
		SP:Iteration 30Q (183459.030000 sec): 3 clusters
  Score: Raw -3644715.949430 + Penalty 3349.237504 = -3641366.711927
  nChanged 6
		SP:Iteration 31Q (183459.360000 sec): 3 clusters
  Score: Raw -3644718.056364 + Penalty 3349.237504 = -3641368.818860
  nChanged 4
		SP:Iteration 32Q (183459.720000 sec): 3 clusters
  Score: Raw -3644719.679512 + Penalty 3349.237504 = -3641370.442009
  nChanged 7
		SP:Iteration 33Q (183460.070000 sec): 3 clusters
  Score: Raw -3644722.789364 + Penalty 3349.237504 = -3641373.551860
  nChanged 8
		SP:Iteration 34Q (183460.420000 sec): 3 clusters
  Score: Raw -3644726.119984 + Penalty 3349.237504 = -3641376.882480
  nChanged 10
		SP:Iteration 35Q (183460.760000 sec): 3 clusters
  Score: Raw -3644730.514808 + Penalty 3349.237504 = -3641381.277304
  nChanged 6
		SP:Iteration 36Q (183461.110000 sec): 3 clusters
  Score: Raw -3644732.612869 + Penalty 3349.237504 = -3641383.375365
  nChanged 6
		SP:Iteration 37Q (183461.460000 sec): 3 clusters
  Score: Raw -3644735.012449 + Penalty 3349.237504 = -3641385.774945
  nChanged 1
		SP:Iteration 38Q (183461.800000 sec): 3 clusters
  Score: Raw -3644735.370088 + Penalty 3349.237504 = -3641386.132584
  nChanged 1
		SP:Iteration 39Q (183462.150000 sec): 3 clusters
  Score: Raw -3644735.871868 + Penalty 3349.237504 = -3641386.634364
  nChanged 0
		SP:Iteration 40F (183462.490000 sec): 3 clusters
  Score: Raw -3644735.871868 + Penalty 3349.237504 = -3641386.634364
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183462.540000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183462.550000 sec): 3 clusters
  Score: Raw -12760.209235 + Penalty 1598.993801 = -11161.215435
  nChanged 10
		SP:Iteration 1F (183462.550000 sec): 3 clusters
  Score: Raw -12792.455119 + Penalty 1598.993801 = -11193.461319
  nChanged 3
		SP:Iteration 2Q (183462.560000 sec): 3 clusters
  Score: Raw -12800.776316 + Penalty 1598.993801 = -11201.782515
  nChanged 0
		SP:Iteration 3F (183462.560000 sec): 3 clusters
  Score: Raw -12800.776316 + Penalty 1598.993801 = -11201.782515
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183462.690000 sec): 2 clusters
  Score: Raw -690344.499858 + Penalty 1404.650331 = -688939.849527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183462.800000 sec): 3 clusters
  Score: Raw -687366.417932 + Penalty 2809.300662 = -684557.117269
  nChanged 2335
		SP:Iteration 1F (183462.910000 sec): 3 clusters
  Score: Raw -688657.589743 + Penalty 2809.300662 = -685848.289080
  nChanged 442
		SP:Iteration 2F (183463.010000 sec): 3 clusters
  Score: Raw -688944.061596 + Penalty 2809.300662 = -686134.760933
  nChanged 355
		SP:Iteration 3F (183463.100000 sec): 3 clusters
  Score: Raw -689147.009442 + Penalty 2809.300662 = -686337.708780
  nChanged 288
		SP:Iteration 4F (183463.200000 sec): 3 clusters
  Score: Raw -689322.227198 + Penalty 2809.300662 = -686512.926536
  nChanged 232
		SP:Iteration 5Q (183463.300000 sec): 3 clusters
  Score: Raw -689470.091782 + Penalty 2809.300662 = -686660.791119
  nChanged 279
		SP:Iteration 6Q (183463.400000 sec): 3 clusters
  Score: Raw -689631.786201 + Penalty 2809.300662 = -686822.485538
  nChanged 262
		SP:Iteration 7Q (183463.500000 sec): 3 clusters
  Score: Raw -689799.638987 + Penalty 2809.300662 = -686990.338325
  nChanged 260
		SP:Iteration 8Q (183463.590000 sec): 3 clusters
  Score: Raw -689970.255351 + Penalty 2809.300662 = -687160.954689
  nChanged 254
		SP:Iteration 9Q (183463.690000 sec): 3 clusters
  Score: Raw -690124.638100 + Penalty 2809.300662 = -687315.337438
  nChanged 200
		SP:Iteration 10Q (183463.790000 sec): 3 clusters
  Score: Raw -690236.607056 + Penalty 2809.300662 = -687427.306394
  nChanged 172
		SP:Iteration 11Q (183463.880000 sec): 3 clusters
  Score: Raw -690329.740872 + Penalty 2809.300662 = -687520.440210
  nChanged 142
		SP:Iteration 12Q (183463.980000 sec): 3 clusters
  Score: Raw -690399.218032 + Penalty 2809.300662 = -687589.917370
  nChanged 114
		SP:Iteration 13Q (183464.080000 sec): 3 clusters
  Score: Raw -690447.880445 + Penalty 2809.300662 = -687638.579783
  nChanged 91
		SP:Iteration 14Q (183464.180000 sec): 3 clusters
  Score: Raw -690485.746464 + Penalty 2809.300662 = -687676.445801
  nChanged 76
		SP:Iteration 15Q (183464.270000 sec): 3 clusters
  Score: Raw -690523.590994 + Penalty 2809.300662 = -687714.290332
  nChanged 59
		SP:Iteration 16Q (183464.370000 sec): 3 clusters
  Score: Raw -690546.230227 + Penalty 2809.300662 = -687736.929564
  nChanged 42
		SP:Iteration 17Q (183464.460000 sec): 3 clusters
  Score: Raw -690560.772618 + Penalty 2809.300662 = -687751.471955
  nChanged 46
		SP:Iteration 18Q (183464.560000 sec): 3 clusters
  Score: Raw -690577.086562 + Penalty 2809.300662 = -687767.785899
  nChanged 43
		SP:Iteration 19Q (183464.660000 sec): 3 clusters
  Score: Raw -690593.607724 + Penalty 2809.300662 = -687784.307062
  nChanged 42
		SP:Iteration 20F (183464.760000 sec): 3 clusters
  Score: Raw -690607.888055 + Penalty 2809.300662 = -687798.587393
  nChanged 42
		SP:Iteration 21Q (183464.850000 sec): 3 clusters
  Score: Raw -690620.069455 + Penalty 2809.300662 = -687810.768792
  nChanged 31
		SP:Iteration 22Q (183464.950000 sec): 3 clusters
  Score: Raw -690630.878387 + Penalty 2809.300662 = -687821.577724
  nChanged 35
		SP:Iteration 23Q (183465.040000 sec): 3 clusters
  Score: Raw -690638.508556 + Penalty 2809.300662 = -687829.207893
  nChanged 20
		SP:Iteration 24Q (183465.140000 sec): 3 clusters
  Score: Raw -690644.518093 + Penalty 2809.300662 = -687835.217430
  nChanged 21
		SP:Iteration 25Q (183465.240000 sec): 3 clusters
  Score: Raw -690650.823460 + Penalty 2809.300662 = -687841.522798
  nChanged 24
		SP:Iteration 26Q (183465.330000 sec): 3 clusters
  Score: Raw -690656.442593 + Penalty 2809.300662 = -687847.141930
  nChanged 20
		SP:Iteration 27Q (183465.430000 sec): 3 clusters
  Score: Raw -690662.336797 + Penalty 2809.300662 = -687853.036135
  nChanged 23
		SP:Iteration 28Q (183465.530000 sec): 3 clusters
  Score: Raw -690667.858684 + Penalty 2809.300662 = -687858.558021
  nChanged 18
		SP:Iteration 29Q (183465.620000 sec): 3 clusters
  Score: Raw -690671.150167 + Penalty 2809.300662 = -687861.849505
  nChanged 12
		SP:Iteration 30Q (183465.720000 sec): 3 clusters
  Score: Raw -690673.680895 + Penalty 2809.300662 = -687864.380232
  nChanged 6
		SP:Iteration 31Q (183465.820000 sec): 3 clusters
  Score: Raw -690675.053740 + Penalty 2809.300662 = -687865.753078
  nChanged 2
		SP:Iteration 32Q (183465.910000 sec): 3 clusters
  Score: Raw -690675.332831 + Penalty 2809.300662 = -687866.032168
  nChanged 4
		SP:Iteration 33Q (183466.010000 sec): 3 clusters
  Score: Raw -690676.012389 + Penalty 2809.300662 = -687866.711727
  nChanged 12
		SP:Iteration 34Q (183466.100000 sec): 3 clusters
  Score: Raw -690678.894673 + Penalty 2809.300662 = -687869.594011
  nChanged 13
		SP:Iteration 35Q (183466.200000 sec): 3 clusters
  Score: Raw -690682.108365 + Penalty 2809.300662 = -687872.807703
  nChanged 7
		SP:Iteration 36Q (183466.300000 sec): 3 clusters
  Score: Raw -690683.538011 + Penalty 2809.300662 = -687874.237348
  nChanged 7
		SP:Iteration 37Q (183466.390000 sec): 3 clusters
  Score: Raw -690684.709942 + Penalty 2809.300662 = -687875.409280
  nChanged 7
		SP:Iteration 38Q (183466.490000 sec): 3 clusters
  Score: Raw -690685.604991 + Penalty 2809.300662 = -687876.304329
  nChanged 5
		SP:Iteration 39Q (183466.590000 sec): 3 clusters
  Score: Raw -690686.526483 + Penalty 2809.300662 = -687877.225821
  nChanged 5
		SP:Iteration 40F (183466.680000 sec): 3 clusters
  Score: Raw -690687.764860 + Penalty 2809.300662 = -687878.464197
  nChanged 6
		SP:Iteration 41Q (183466.780000 sec): 3 clusters
  Score: Raw -690689.027661 + Penalty 2809.300662 = -687879.726999
  nChanged 8
		SP:Iteration 42Q (183466.880000 sec): 3 clusters
  Score: Raw -690690.813930 + Penalty 2809.300662 = -687881.513267
  nChanged 10
		SP:Iteration 43Q (183466.970000 sec): 3 clusters
  Score: Raw -690692.859400 + Penalty 2809.300662 = -687883.558738
  nChanged 10
		SP:Iteration 44Q (183467.070000 sec): 3 clusters
  Score: Raw -690694.511056 + Penalty 2809.300662 = -687885.210393
  nChanged 11
		SP:Iteration 45Q (183467.160000 sec): 3 clusters
  Score: Raw -690697.006331 + Penalty 2809.300662 = -687887.705668
  nChanged 6
		SP:Iteration 46Q (183467.260000 sec): 3 clusters
  Score: Raw -690698.289522 + Penalty 2809.300662 = -687888.988860
  nChanged 11
		SP:Iteration 47Q (183467.360000 sec): 3 clusters
  Score: Raw -690700.703949 + Penalty 2809.300662 = -687891.403287
  nChanged 10
		SP:Iteration 48Q (183467.450000 sec): 3 clusters
  Score: Raw -690703.399567 + Penalty 2809.300662 = -687894.098904
  nChanged 12
		SP:Iteration 49Q (183467.550000 sec): 3 clusters
  Score: Raw -690705.484202 + Penalty 2809.300662 = -687896.183539
  nChanged 10
		SP:Iteration 50Q (183467.650000 sec): 3 clusters
  Score: Raw -690707.070294 + Penalty 2809.300662 = -687897.769632
  nChanged 7
		SP:Iteration 51Q (183467.740000 sec): 3 clusters
  Score: Raw -690708.773998 + Penalty 2809.300662 = -687899.473335
  nChanged 10
		SP:Iteration 52Q (183467.840000 sec): 3 clusters
  Score: Raw -690711.039181 + Penalty 2809.300662 = -687901.738519
  nChanged 10
		SP:Iteration 53Q (183467.940000 sec): 3 clusters
  Score: Raw -690713.412880 + Penalty 2809.300662 = -687904.112218
  nChanged 9
		SP:Iteration 54Q (183468.030000 sec): 3 clusters
  Score: Raw -690715.206534 + Penalty 2809.300662 = -687905.905872
  nChanged 12
		SP:Iteration 55Q (183468.130000 sec): 3 clusters
  Score: Raw -690717.135537 + Penalty 2809.300662 = -687907.834875
  nChanged 3
		SP:Iteration 56Q (183468.220000 sec): 3 clusters
  Score: Raw -690717.464267 + Penalty 2809.300662 = -687908.163604
  nChanged 0
		SP:Iteration 57F (183468.320000 sec): 3 clusters
  Score: Raw -690717.464267 + Penalty 2809.300662 = -687908.163604
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183468.400000 sec): 2 clusters
  Score: Raw -623415.261504 + Penalty 1400.386365 = -622014.875139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183468.510000 sec): 3 clusters
  Score: Raw -620501.495416 + Penalty 2800.772730 = -617700.722686
  nChanged 2280
		SP:Iteration 1F (183468.600000 sec): 3 clusters
  Score: Raw -621861.861025 + Penalty 2800.772730 = -619061.088295
  nChanged 434
		SP:Iteration 2F (183468.700000 sec): 3 clusters
  Score: Raw -622171.074401 + Penalty 2800.772730 = -619370.301671
  nChanged 368
		SP:Iteration 3F (183468.790000 sec): 3 clusters
  Score: Raw -622478.608667 + Penalty 2800.772730 = -619677.835937
  nChanged 341
		SP:Iteration 4F (183468.890000 sec): 3 clusters
  Score: Raw -622716.932728 + Penalty 2800.772730 = -619916.159998
  nChanged 322
		SP:Iteration 5F (183468.990000 sec): 3 clusters
  Score: Raw -622929.514858 + Penalty 2800.772730 = -620128.742128
  nChanged 299
		SP:Iteration 6F (183469.080000 sec): 3 clusters
  Score: Raw -623128.425110 + Penalty 2800.772730 = -620327.652380
  nChanged 264
		SP:Iteration 7Q (183469.180000 sec): 3 clusters
  Score: Raw -623286.527695 + Penalty 2800.772730 = -620485.754965
  nChanged 223
		SP:Iteration 8Q (183469.270000 sec): 3 clusters
  Score: Raw -623425.504562 + Penalty 2800.772730 = -620624.731832
  nChanged 176
		SP:Iteration 9Q (183469.370000 sec): 3 clusters
  Score: Raw -623524.791713 + Penalty 2800.772730 = -620724.018983
  nChanged 134
		SP:Iteration 10Q (183469.460000 sec): 3 clusters
  Score: Raw -623589.949260 + Penalty 2800.772730 = -620789.176530
  nChanged 110
		SP:Iteration 11Q (183469.560000 sec): 3 clusters
  Score: Raw -623641.296705 + Penalty 2800.772730 = -620840.523975
  nChanged 91
		SP:Iteration 12Q (183469.650000 sec): 3 clusters
  Score: Raw -623686.489499 + Penalty 2800.772730 = -620885.716769
  nChanged 92
		SP:Iteration 13Q (183469.750000 sec): 3 clusters
  Score: Raw -623730.800173 + Penalty 2800.772730 = -620930.027443
  nChanged 81
		SP:Iteration 14Q (183469.840000 sec): 3 clusters
  Score: Raw -623770.591324 + Penalty 2800.772730 = -620969.818594
  nChanged 66
		SP:Iteration 15Q (183469.940000 sec): 3 clusters
  Score: Raw -623799.259550 + Penalty 2800.772730 = -620998.486820
  nChanged 60
		SP:Iteration 16Q (183470.030000 sec): 3 clusters
  Score: Raw -623829.916383 + Penalty 2800.772730 = -621029.143653
  nChanged 56
		SP:Iteration 17Q (183470.120000 sec): 3 clusters
  Score: Raw -623857.014470 + Penalty 2800.772730 = -621056.241740
  nChanged 46
		SP:Iteration 18Q (183470.220000 sec): 3 clusters
  Score: Raw -623877.541271 + Penalty 2800.772730 = -621076.768541
  nChanged 45
		SP:Iteration 19Q (183470.310000 sec): 3 clusters
  Score: Raw -623896.802418 + Penalty 2800.772730 = -621096.029688
  nChanged 48
		SP:Iteration 20F (183470.410000 sec): 3 clusters
  Score: Raw -623920.799111 + Penalty 2800.772730 = -621120.026381
  nChanged 51
		SP:Iteration 21Q (183470.500000 sec): 3 clusters
  Score: Raw -623943.936073 + Penalty 2800.772730 = -621143.163343
  nChanged 36
		SP:Iteration 22Q (183470.600000 sec): 3 clusters
  Score: Raw -623959.086534 + Penalty 2800.772730 = -621158.313804
  nChanged 28
		SP:Iteration 23Q (183470.690000 sec): 3 clusters
  Score: Raw -623970.712666 + Penalty 2800.772730 = -621169.939936
  nChanged 30
		SP:Iteration 24Q (183470.780000 sec): 3 clusters
  Score: Raw -623982.074048 + Penalty 2800.772730 = -621181.301318
  nChanged 38
		SP:Iteration 25Q (183470.880000 sec): 3 clusters
  Score: Raw -624003.930390 + Penalty 2800.772730 = -621203.157660
  nChanged 43
		SP:Iteration 26Q (183470.980000 sec): 3 clusters
  Score: Raw -624030.936728 + Penalty 2800.772730 = -621230.163998
  nChanged 37
		SP:Iteration 27Q (183471.070000 sec): 3 clusters
  Score: Raw -624047.849819 + Penalty 2800.772730 = -621247.077089
  nChanged 31
		SP:Iteration 28Q (183471.160000 sec): 3 clusters
  Score: Raw -624064.193199 + Penalty 2800.772730 = -621263.420469
  nChanged 31
		SP:Iteration 29Q (183471.260000 sec): 3 clusters
  Score: Raw -624079.991250 + Penalty 2800.772730 = -621279.218520
  nChanged 19
		SP:Iteration 30Q (183471.350000 sec): 3 clusters
  Score: Raw -624088.684999 + Penalty 2800.772730 = -621287.912269
  nChanged 25
		SP:Iteration 31Q (183471.440000 sec): 3 clusters
  Score: Raw -624100.447848 + Penalty 2800.772730 = -621299.675118
  nChanged 15
		SP:Iteration 32Q (183471.540000 sec): 3 clusters
  Score: Raw -624107.195422 + Penalty 2800.772730 = -621306.422692
  nChanged 11
		SP:Iteration 33Q (183471.630000 sec): 3 clusters
  Score: Raw -624111.237375 + Penalty 2800.772730 = -621310.464645
  nChanged 11
		SP:Iteration 34Q (183471.720000 sec): 3 clusters
  Score: Raw -624116.835337 + Penalty 2800.772730 = -621316.062607
  nChanged 13
		SP:Iteration 35Q (183471.810000 sec): 3 clusters
  Score: Raw -624122.013832 + Penalty 2800.772730 = -621321.241101
  nChanged 12
		SP:Iteration 36Q (183471.900000 sec): 3 clusters
  Score: Raw -624126.932814 + Penalty 2800.772730 = -621326.160084
  nChanged 9
		SP:Iteration 37Q (183472.000000 sec): 3 clusters
  Score: Raw -624129.765169 + Penalty 2800.772730 = -621328.992439
  nChanged 11
		SP:Iteration 38Q (183472.090000 sec): 3 clusters
  Score: Raw -624134.177842 + Penalty 2800.772730 = -621333.405112
  nChanged 11
		SP:Iteration 39Q (183472.190000 sec): 3 clusters
  Score: Raw -624139.798852 + Penalty 2800.772730 = -621339.026122
  nChanged 10
		SP:Iteration 40F (183472.280000 sec): 3 clusters
  Score: Raw -624143.769456 + Penalty 2800.772730 = -621342.996726
  nChanged 8
		SP:Iteration 41Q (183472.370000 sec): 3 clusters
  Score: Raw -624145.901879 + Penalty 2800.772730 = -621345.129149
  nChanged 6
		SP:Iteration 42Q (183472.470000 sec): 3 clusters
  Score: Raw -624148.465288 + Penalty 2800.772730 = -621347.692558
  nChanged 6
		SP:Iteration 43Q (183472.570000 sec): 3 clusters
  Score: Raw -624150.762818 + Penalty 2800.772730 = -621349.990088
  nChanged 4
		SP:Iteration 44Q (183472.660000 sec): 3 clusters
  Score: Raw -624151.786490 + Penalty 2800.772730 = -621351.013760
  nChanged 2
		SP:Iteration 45Q (183472.750000 sec): 3 clusters
  Score: Raw -624153.057733 + Penalty 2800.772730 = -621352.285002
  nChanged 2
		SP:Iteration 46Q (183472.840000 sec): 3 clusters
  Score: Raw -624153.884535 + Penalty 2800.772730 = -621353.111805
  nChanged 1
		SP:Iteration 47Q (183472.930000 sec): 3 clusters
  Score: Raw -624154.121748 + Penalty 2800.772730 = -621353.349018
  nChanged 0
		SP:Iteration 48F (183473.030000 sec): 3 clusters
  Score: Raw -624154.121748 + Penalty 2800.772730 = -621353.349018
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183473.090000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183473.110000 sec): 3 clusters
  Score: Raw -85092.323330 + Penalty 2186.025856 = -82906.297474
  nChanged 253
		SP:Iteration 1F (183473.120000 sec): 3 clusters
  Score: Raw -85359.945966 + Penalty 2186.025856 = -83173.920110
  nChanged 62
		SP:Iteration 2F (183473.140000 sec): 3 clusters
  Score: Raw -85435.958544 + Penalty 2186.025856 = -83249.932689
  nChanged 43
		SP:Iteration 3F (183473.150000 sec): 3 clusters
  Score: Raw -85501.923866 + Penalty 2186.025856 = -83315.898010
  nChanged 35
		SP:Iteration 4Q (183473.170000 sec): 3 clusters
  Score: Raw -85561.837246 + Penalty 2186.025856 = -83375.811390
  nChanged 29
		SP:Iteration 5Q (183473.190000 sec): 3 clusters
  Score: Raw -85599.986714 + Penalty 2186.025856 = -83413.960858
  nChanged 19
		SP:Iteration 6Q (183473.200000 sec): 3 clusters
  Score: Raw -85623.945228 + Penalty 2186.025856 = -83437.919373
  nChanged 14
		SP:Iteration 7Q (183473.220000 sec): 3 clusters
  Score: Raw -85646.260566 + Penalty 2186.025856 = -83460.234710
  nChanged 7
		SP:Iteration 8Q (183473.230000 sec): 3 clusters
  Score: Raw -85649.195764 + Penalty 2186.025856 = -83463.169908
  nChanged 3
		SP:Iteration 9Q (183473.250000 sec): 3 clusters
  Score: Raw -85650.894029 + Penalty 2186.025856 = -83464.868173
  nChanged 1
		SP:Iteration 10Q (183473.270000 sec): 3 clusters
  Score: Raw -85651.094465 + Penalty 2186.025856 = -83465.068610
  nChanged 1
		SP:Iteration 11Q (183473.280000 sec): 3 clusters
  Score: Raw -85651.347159 + Penalty 2186.025856 = -83465.321303
  nChanged 0
		SP:Iteration 12F (183473.300000 sec): 3 clusters
  Score: Raw -85651.347159 + Penalty 2186.025856 = -83465.321303
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183473.350000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183473.370000 sec): 3 clusters
  Score: Raw -60643.248926 + Penalty 2024.266076 = -58618.982850
  nChanged 112
		SP:Iteration 1F (183473.370000 sec): 3 clusters
  Score: Raw -60813.684687 + Penalty 2024.266076 = -58789.418610
  nChanged 32
		SP:Iteration 2F (183473.390000 sec): 3 clusters
  Score: Raw -60875.261742 + Penalty 2024.266076 = -58850.995666
  nChanged 20
		SP:Iteration 3Q (183473.400000 sec): 3 clusters
  Score: Raw -60902.310504 + Penalty 2024.266076 = -58878.044427
  nChanged 9
		SP:Iteration 4Q (183473.410000 sec): 3 clusters
  Score: Raw -60921.227532 + Penalty 2024.266076 = -58896.961456
  nChanged 6
		SP:Iteration 5Q (183473.420000 sec): 3 clusters
  Score: Raw -60930.147956 + Penalty 2024.266076 = -58905.881879
  nChanged 5
		SP:Iteration 6Q (183473.430000 sec): 3 clusters
  Score: Raw -60940.353667 + Penalty 2024.266076 = -58916.087591
  nChanged 4
		SP:Iteration 7Q (183473.440000 sec): 3 clusters
  Score: Raw -60945.854988 + Penalty 2024.266076 = -58921.588912
  nChanged 3
		SP:Iteration 8Q (183473.450000 sec): 3 clusters
  Score: Raw -60951.234378 + Penalty 2024.266076 = -58926.968302
  nChanged 2
		SP:Iteration 9Q (183473.460000 sec): 3 clusters
  Score: Raw -60953.194411 + Penalty 2024.266076 = -58928.928334
  nChanged 1
		SP:Iteration 10Q (183473.470000 sec): 3 clusters
  Score: Raw -60958.103063 + Penalty 2024.266076 = -58933.836987
  nChanged 4
		SP:Iteration 11Q (183473.480000 sec): 3 clusters
  Score: Raw -60961.936674 + Penalty 2024.266076 = -58937.670597
  nChanged 1
		SP:Iteration 12Q (183473.490000 sec): 3 clusters
  Score: Raw -60962.591298 + Penalty 2024.266076 = -58938.325222
  nChanged 0
		SP:Iteration 13F (183473.500000 sec): 3 clusters
  Score: Raw -60962.591298 + Penalty 2024.266076 = -58938.325222
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (15501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183473.670000 sec): 2 clusters
  Score: Raw -1768126.922853 + Penalty 1567.907220 = -1766559.015632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183473.880000 sec): 3 clusters
  Score: Raw -1759001.536206 + Penalty 3135.814441 = -1755865.721766
  nChanged 6910
		SP:Iteration 1F (183474.080000 sec): 3 clusters
  Score: Raw -1762753.774981 + Penalty 3135.814441 = -1759617.960540
  nChanged 929
		SP:Iteration 2F (183474.260000 sec): 3 clusters
  Score: Raw -1763205.572387 + Penalty 3135.814441 = -1760069.757947
  nChanged 899
		SP:Iteration 3F (183474.470000 sec): 3 clusters
  Score: Raw -1763661.262955 + Penalty 3135.814441 = -1760525.448515
  nChanged 867
		SP:Iteration 4F (183474.650000 sec): 3 clusters
  Score: Raw -1764127.192877 + Penalty 3135.814441 = -1760991.378436
  nChanged 850
		SP:Iteration 5F (183474.850000 sec): 3 clusters
  Score: Raw -1764645.937691 + Penalty 3135.814441 = -1761510.123250
  nChanged 905
		SP:Iteration 6F (183475.030000 sec): 3 clusters
  Score: Raw -1765307.105425 + Penalty 3135.814441 = -1762171.290985
  nChanged 963
		SP:Iteration 7F (183475.240000 sec): 3 clusters
  Score: Raw -1766021.303869 + Penalty 3135.814441 = -1762885.489429
  nChanged 897
		SP:Iteration 8F (183475.420000 sec): 3 clusters
  Score: Raw -1766729.910105 + Penalty 3135.814441 = -1763594.095665
  nChanged 822
		SP:Iteration 9F (183475.620000 sec): 3 clusters
  Score: Raw -1767378.759699 + Penalty 3135.814441 = -1764242.945258
  nChanged 655
		SP:Iteration 10Q (183475.800000 sec): 3 clusters
  Score: Raw -1767825.805290 + Penalty 3135.814441 = -1764689.990849
  nChanged 516
		SP:Iteration 11Q (183476.000000 sec): 3 clusters
  Score: Raw -1768130.815751 + Penalty 3135.814441 = -1764995.001310
  nChanged 402
		SP:Iteration 12Q (183476.190000 sec): 3 clusters
  Score: Raw -1768340.099450 + Penalty 3135.814441 = -1765204.285010
  nChanged 319
		SP:Iteration 13Q (183476.370000 sec): 3 clusters
  Score: Raw -1768498.448562 + Penalty 3135.814441 = -1765362.634122
  nChanged 291
		SP:Iteration 14Q (183476.570000 sec): 3 clusters
  Score: Raw -1768633.366524 + Penalty 3135.814441 = -1765497.552084
  nChanged 273
		SP:Iteration 15Q (183476.770000 sec): 3 clusters
  Score: Raw -1768745.881079 + Penalty 3135.814441 = -1765610.066638
  nChanged 239
		SP:Iteration 16Q (183476.960000 sec): 3 clusters
  Score: Raw -1768846.409953 + Penalty 3135.814441 = -1765710.595513
  nChanged 216
		SP:Iteration 17Q (183477.150000 sec): 3 clusters
  Score: Raw -1768919.937961 + Penalty 3135.814441 = -1765784.123521
  nChanged 171
		SP:Iteration 18Q (183477.350000 sec): 3 clusters
  Score: Raw -1768975.187624 + Penalty 3135.814441 = -1765839.373183
  nChanged 145
		SP:Iteration 19Q (183477.540000 sec): 3 clusters
  Score: Raw -1769021.627930 + Penalty 3135.814441 = -1765885.813489
  nChanged 128
		SP:Iteration 20F (183477.740000 sec): 3 clusters
  Score: Raw -1769055.757964 + Penalty 3135.814441 = -1765919.943523
  nChanged 100
		SP:Iteration 21Q (183477.910000 sec): 3 clusters
  Score: Raw -1769074.017167 + Penalty 3135.814441 = -1765938.202727
  nChanged 83
		SP:Iteration 22Q (183478.110000 sec): 3 clusters
  Score: Raw -1769087.325918 + Penalty 3135.814441 = -1765951.511477
  nChanged 63
		SP:Iteration 23Q (183478.300000 sec): 3 clusters
  Score: Raw -1769096.932986 + Penalty 3135.814441 = -1765961.118545
  nChanged 51
		SP:Iteration 24Q (183478.490000 sec): 3 clusters
  Score: Raw -1769106.304098 + Penalty 3135.814441 = -1765970.489657
  nChanged 57
		SP:Iteration 25Q (183478.690000 sec): 3 clusters
  Score: Raw -1769114.698055 + Penalty 3135.814441 = -1765978.883615
  nChanged 44
		SP:Iteration 26Q (183478.880000 sec): 3 clusters
  Score: Raw -1769119.808440 + Penalty 3135.814441 = -1765983.994000
  nChanged 30
		SP:Iteration 27Q (183479.070000 sec): 3 clusters
  Score: Raw -1769123.070155 + Penalty 3135.814441 = -1765987.255714
  nChanged 24
		SP:Iteration 28Q (183479.250000 sec): 3 clusters
  Score: Raw -1769126.002687 + Penalty 3135.814441 = -1765990.188246
  nChanged 33
		SP:Iteration 29Q (183479.450000 sec): 3 clusters
  Score: Raw -1769130.002382 + Penalty 3135.814441 = -1765994.187942
  nChanged 24
		SP:Iteration 30Q (183479.640000 sec): 3 clusters
  Score: Raw -1769132.454578 + Penalty 3135.814441 = -1765996.640138
  nChanged 19
		SP:Iteration 31Q (183479.840000 sec): 3 clusters
  Score: Raw -1769134.487910 + Penalty 3135.814441 = -1765998.673470
  nChanged 24
		SP:Iteration 32Q (183480.030000 sec): 3 clusters
  Score: Raw -1769136.592571 + Penalty 3135.814441 = -1766000.778131
  nChanged 17
		SP:Iteration 33Q (183480.220000 sec): 3 clusters
  Score: Raw -1769138.205324 + Penalty 3135.814441 = -1766002.390884
  nChanged 9
		SP:Iteration 34Q (183480.410000 sec): 3 clusters
  Score: Raw -1769139.255711 + Penalty 3135.814441 = -1766003.441271
  nChanged 11
		SP:Iteration 35Q (183480.600000 sec): 3 clusters
  Score: Raw -1769140.368554 + Penalty 3135.814441 = -1766004.554114
  nChanged 15
		SP:Iteration 36Q (183480.790000 sec): 3 clusters
  Score: Raw -1769141.501399 + Penalty 3135.814441 = -1766005.686958
  nChanged 9
		SP:Iteration 37Q (183480.980000 sec): 3 clusters
  Score: Raw -1769141.908151 + Penalty 3135.814441 = -1766006.093710
  nChanged 5
		SP:Iteration 38Q (183481.180000 sec): 3 clusters
  Score: Raw -1769142.342257 + Penalty 3135.814441 = -1766006.527817
  nChanged 9
		SP:Iteration 39Q (183481.350000 sec): 3 clusters
  Score: Raw -1769142.883290 + Penalty 3135.814441 = -1766007.068850
  nChanged 9
		SP:Iteration 40F (183481.550000 sec): 3 clusters
  Score: Raw -1769143.477807 + Penalty 3135.814441 = -1766007.663367
  nChanged 5
		SP:Iteration 41Q (183481.750000 sec): 3 clusters
  Score: Raw -1769143.694190 + Penalty 3135.814441 = -1766007.879750
  nChanged 1
		SP:Iteration 42Q (183481.940000 sec): 3 clusters
  Score: Raw -1769143.886867 + Penalty 3135.814441 = -1766008.072427
  nChanged 3
		SP:Iteration 43Q (183482.140000 sec): 3 clusters
  Score: Raw -1769144.105992 + Penalty 3135.814441 = -1766008.291551
  nChanged 2
		SP:Iteration 44Q (183482.310000 sec): 3 clusters
  Score: Raw -1769144.216001 + Penalty 3135.814441 = -1766008.401560
  nChanged 2
		SP:Iteration 45Q (183482.500000 sec): 3 clusters
  Score: Raw -1769144.334132 + Penalty 3135.814441 = -1766008.519691
  nChanged 1
		SP:Iteration 46Q (183482.700000 sec): 3 clusters
  Score: Raw -1769144.531567 + Penalty 3135.814441 = -1766008.717127
  nChanged 4
		SP:Iteration 47Q (183482.890000 sec): 3 clusters
  Score: Raw -1769144.784909 + Penalty 3135.814441 = -1766008.970469
  nChanged 3
		SP:Iteration 48Q (183483.080000 sec): 3 clusters
  Score: Raw -1769145.094473 + Penalty 3135.814441 = -1766009.280032
  nChanged 4
		SP:Iteration 49Q (183483.280000 sec): 3 clusters
  Score: Raw -1769145.294617 + Penalty 3135.814441 = -1766009.480176
  nChanged 4
		SP:Iteration 50Q (183483.470000 sec): 3 clusters
  Score: Raw -1769145.673443 + Penalty 3135.814441 = -1766009.859003
  nChanged 4
		SP:Iteration 51Q (183483.670000 sec): 3 clusters
  Score: Raw -1769145.884184 + Penalty 3135.814441 = -1766010.069743
  nChanged 2
		SP:Iteration 52Q (183483.850000 sec): 3 clusters
  Score: Raw -1769146.017603 + Penalty 3135.814441 = -1766010.203163
  nChanged 1
		SP:Iteration 53Q (183484.050000 sec): 3 clusters
  Score: Raw -1769146.073640 + Penalty 3135.814441 = -1766010.259199
  nChanged 0
		SP:Iteration 54F (183484.250000 sec): 3 clusters
  Score: Raw -1769146.073640 + Penalty 3135.814441 = -1766010.259199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183484.350000 sec): 2 clusters
  Score: Raw -1140434.317382 + Penalty 1486.746523 = -1138947.570859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183484.510000 sec): 3 clusters
  Score: Raw -1135178.841461 + Penalty 2973.493046 = -1132205.348415
  nChanged 4021
		SP:Iteration 1F (183484.640000 sec): 3 clusters
  Score: Raw -1137355.351213 + Penalty 2973.493046 = -1134381.858167
  nChanged 608
		SP:Iteration 2F (183484.770000 sec): 3 clusters
  Score: Raw -1137656.504306 + Penalty 2973.493046 = -1134683.011260
  nChanged 515
		SP:Iteration 3F (183484.910000 sec): 3 clusters
  Score: Raw -1137921.746498 + Penalty 2973.493046 = -1134948.253452
  nChanged 460
		SP:Iteration 4Q (183485.070000 sec): 3 clusters
  Score: Raw -1138157.616787 + Penalty 2973.493046 = -1135184.123741
  nChanged 446
		SP:Iteration 5Q (183485.240000 sec): 3 clusters
  Score: Raw -1138405.834309 + Penalty 2973.493046 = -1135432.341264
  nChanged 469
		SP:Iteration 6Q (183485.380000 sec): 3 clusters
  Score: Raw -1138682.785106 + Penalty 2973.493046 = -1135709.292060
  nChanged 456
		SP:Iteration 7Q (183485.510000 sec): 3 clusters
  Score: Raw -1138958.279199 + Penalty 2973.493046 = -1135984.786153
  nChanged 430
		SP:Iteration 8Q (183485.650000 sec): 3 clusters
  Score: Raw -1139214.771050 + Penalty 2973.493046 = -1136241.278004
  nChanged 392
		SP:Iteration 9Q (183485.800000 sec): 3 clusters
  Score: Raw -1139434.536428 + Penalty 2973.493046 = -1136461.043382
  nChanged 351
		SP:Iteration 10Q (183485.950000 sec): 3 clusters
  Score: Raw -1139639.456932 + Penalty 2973.493046 = -1136665.963886
  nChanged 328
		SP:Iteration 11Q (183486.090000 sec): 3 clusters
  Score: Raw -1139837.475103 + Penalty 2973.493046 = -1136863.982057
  nChanged 290
		SP:Iteration 12Q (183486.220000 sec): 3 clusters
  Score: Raw -1140013.054100 + Penalty 2973.493046 = -1137039.561054
  nChanged 290
		SP:Iteration 13Q (183486.350000 sec): 3 clusters
  Score: Raw -1140173.655178 + Penalty 2973.493046 = -1137200.162132
  nChanged 253
		SP:Iteration 14Q (183486.500000 sec): 3 clusters
  Score: Raw -1140303.411102 + Penalty 2973.493046 = -1137329.918056
  nChanged 205
		SP:Iteration 15Q (183486.650000 sec): 3 clusters
  Score: Raw -1140399.172762 + Penalty 2973.493046 = -1137425.679716
  nChanged 188
		SP:Iteration 16Q (183486.790000 sec): 3 clusters
  Score: Raw -1140501.114490 + Penalty 2973.493046 = -1137527.621444
  nChanged 187
		SP:Iteration 17Q (183486.910000 sec): 3 clusters
  Score: Raw -1140596.246659 + Penalty 2973.493046 = -1137622.753613
  nChanged 167
		SP:Iteration 18Q (183487.050000 sec): 3 clusters
  Score: Raw -1140680.741456 + Penalty 2973.493046 = -1137707.248410
  nChanged 160
		SP:Iteration 19Q (183487.210000 sec): 3 clusters
  Score: Raw -1140769.589640 + Penalty 2973.493046 = -1137796.096594
  nChanged 157
		SP:Iteration 20F (183487.370000 sec): 3 clusters
  Score: Raw -1140854.672595 + Penalty 2973.493046 = -1137881.179549
  nChanged 149
		SP:Iteration 21Q (183487.510000 sec): 3 clusters
  Score: Raw -1140913.172389 + Penalty 2973.493046 = -1137939.679343
  nChanged 103
		SP:Iteration 22Q (183487.640000 sec): 3 clusters
  Score: Raw -1140955.169187 + Penalty 2973.493046 = -1137981.676141
  nChanged 83
		SP:Iteration 23Q (183487.760000 sec): 3 clusters
  Score: Raw -1140981.806388 + Penalty 2973.493046 = -1138008.313342
  nChanged 64
		SP:Iteration 24Q (183487.890000 sec): 3 clusters
  Score: Raw -1141003.117301 + Penalty 2973.493046 = -1138029.624255
  nChanged 68
		SP:Iteration 25Q (183488.030000 sec): 3 clusters
  Score: Raw -1141021.557231 + Penalty 2973.493046 = -1138048.064185
  nChanged 54
		SP:Iteration 26Q (183488.180000 sec): 3 clusters
  Score: Raw -1141033.419421 + Penalty 2973.493046 = -1138059.926376
  nChanged 31
		SP:Iteration 27Q (183488.330000 sec): 3 clusters
  Score: Raw -1141039.174123 + Penalty 2973.493046 = -1138065.681077
  nChanged 15
		SP:Iteration 28Q (183488.450000 sec): 3 clusters
  Score: Raw -1141041.319436 + Penalty 2973.493046 = -1138067.826390
  nChanged 9
		SP:Iteration 29Q (183488.580000 sec): 3 clusters
  Score: Raw -1141042.156039 + Penalty 2973.493046 = -1138068.662993
  nChanged 6
		SP:Iteration 30Q (183488.710000 sec): 3 clusters
  Score: Raw -1141042.797181 + Penalty 2973.493046 = -1138069.304135
  nChanged 6
		SP:Iteration 31Q (183488.870000 sec): 3 clusters
  Score: Raw -1141043.948503 + Penalty 2973.493046 = -1138070.455457
  nChanged 10
		SP:Iteration 32Q (183489.030000 sec): 3 clusters
  Score: Raw -1141045.023281 + Penalty 2973.493046 = -1138071.530235
  nChanged 4
		SP:Iteration 33Q (183489.170000 sec): 3 clusters
  Score: Raw -1141045.564465 + Penalty 2973.493046 = -1138072.071420
  nChanged 1
		SP:Iteration 34Q (183489.290000 sec): 3 clusters
  Score: Raw -1141045.676387 + Penalty 2973.493046 = -1138072.183341
  nChanged 1
		SP:Iteration 35Q (183489.410000 sec): 3 clusters
  Score: Raw -1141045.800968 + Penalty 2973.493046 = -1138072.307922
  nChanged 2
		SP:Iteration 36Q (183489.570000 sec): 3 clusters
  Score: Raw -1141045.994374 + Penalty 2973.493046 = -1138072.501328
  nChanged 3
		SP:Iteration 37Q (183489.730000 sec): 3 clusters
  Score: Raw -1141046.206202 + Penalty 2973.493046 = -1138072.713157
  nChanged 1
		SP:Iteration 38Q (183489.890000 sec): 3 clusters
  Score: Raw -1141046.262606 + Penalty 2973.493046 = -1138072.769560
  nChanged 0
		SP:Iteration 39F (183490.030000 sec): 3 clusters
  Score: Raw -1141046.262606 + Penalty 2973.493046 = -1138072.769560
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183490.120000 sec): 2 clusters
  Score: Raw -896324.833042 + Penalty 1449.671765 = -894875.161276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183490.260000 sec): 3 clusters
  Score: Raw -892143.559053 + Penalty 2899.343531 = -889244.215522
  nChanged 3170
		SP:Iteration 1F (183490.370000 sec): 3 clusters
  Score: Raw -893846.763016 + Penalty 2899.343531 = -890947.419485
  nChanged 520
		SP:Iteration 2F (183490.480000 sec): 3 clusters
  Score: Raw -894102.984783 + Penalty 2899.343531 = -891203.641252
  nChanged 407
		SP:Iteration 3F (183490.600000 sec): 3 clusters
  Score: Raw -894308.973397 + Penalty 2899.343531 = -891409.629866
  nChanged 350
		SP:Iteration 4Q (183490.710000 sec): 3 clusters
  Score: Raw -894524.423379 + Penalty 2899.343531 = -891625.079848
  nChanged 402
		SP:Iteration 5F (183490.820000 sec): 3 clusters
  Score: Raw -894786.795063 + Penalty 2899.343531 = -891887.451532
  nChanged 414
		SP:Iteration 6F (183490.930000 sec): 3 clusters
  Score: Raw -895077.181140 + Penalty 2899.343531 = -892177.837609
  nChanged 397
		SP:Iteration 7F (183491.050000 sec): 3 clusters
  Score: Raw -895346.469974 + Penalty 2899.343531 = -892447.126443
  nChanged 368
		SP:Iteration 8Q (183491.160000 sec): 3 clusters
  Score: Raw -895597.887267 + Penalty 2899.343531 = -892698.543737
  nChanged 291
		SP:Iteration 9Q (183491.270000 sec): 3 clusters
  Score: Raw -895798.972861 + Penalty 2899.343531 = -892899.629330
  nChanged 286
		SP:Iteration 10Q (183491.390000 sec): 3 clusters
  Score: Raw -895992.675366 + Penalty 2899.343531 = -893093.331835
  nChanged 271
		SP:Iteration 11Q (183491.500000 sec): 3 clusters
  Score: Raw -896167.379959 + Penalty 2899.343531 = -893268.036428
  nChanged 223
		SP:Iteration 12Q (183491.610000 sec): 3 clusters
  Score: Raw -896290.090844 + Penalty 2899.343531 = -893390.747313
  nChanged 201
		SP:Iteration 13Q (183491.720000 sec): 3 clusters
  Score: Raw -896400.944693 + Penalty 2899.343531 = -893501.601162
  nChanged 192
		SP:Iteration 14Q (183491.840000 sec): 3 clusters
  Score: Raw -896514.767318 + Penalty 2899.343531 = -893615.423787
  nChanged 172
		SP:Iteration 15Q (183491.960000 sec): 3 clusters
  Score: Raw -896611.647946 + Penalty 2899.343531 = -893712.304415
  nChanged 167
		SP:Iteration 16Q (183492.080000 sec): 3 clusters
  Score: Raw -896701.340299 + Penalty 2899.343531 = -893801.996768
  nChanged 151
		SP:Iteration 17Q (183492.200000 sec): 3 clusters
  Score: Raw -896784.520456 + Penalty 2899.343531 = -893885.176925
  nChanged 154
		SP:Iteration 18Q (183492.320000 sec): 3 clusters
  Score: Raw -896868.543653 + Penalty 2899.343531 = -893969.200122
  nChanged 131
		SP:Iteration 19Q (183492.440000 sec): 3 clusters
  Score: Raw -896940.333954 + Penalty 2899.343531 = -894040.990423
  nChanged 115
		SP:Iteration 20F (183492.570000 sec): 3 clusters
  Score: Raw -896995.771559 + Penalty 2899.343531 = -894096.428028
  nChanged 110
		SP:Iteration 21Q (183492.690000 sec): 3 clusters
  Score: Raw -897049.450444 + Penalty 2899.343531 = -894150.106913
  nChanged 98
		SP:Iteration 22Q (183492.810000 sec): 3 clusters
  Score: Raw -897094.025050 + Penalty 2899.343531 = -894194.681519
  nChanged 77
		SP:Iteration 23Q (183492.930000 sec): 3 clusters
  Score: Raw -897126.941405 + Penalty 2899.343531 = -894227.597874
  nChanged 62
		SP:Iteration 24Q (183493.050000 sec): 3 clusters
  Score: Raw -897146.996784 + Penalty 2899.343531 = -894247.653253
  nChanged 49
		SP:Iteration 25Q (183493.170000 sec): 3 clusters
  Score: Raw -897163.823357 + Penalty 2899.343531 = -894264.479826
  nChanged 47
		SP:Iteration 26Q (183493.280000 sec): 3 clusters
  Score: Raw -897180.861895 + Penalty 2899.343531 = -894281.518364
  nChanged 27
		SP:Iteration 27Q (183493.400000 sec): 3 clusters
  Score: Raw -897188.860863 + Penalty 2899.343531 = -894289.517332
  nChanged 25
		SP:Iteration 28Q (183493.520000 sec): 3 clusters
  Score: Raw -897197.063716 + Penalty 2899.343531 = -894297.720186
  nChanged 23
		SP:Iteration 29Q (183493.640000 sec): 3 clusters
  Score: Raw -897205.991237 + Penalty 2899.343531 = -894306.647706
  nChanged 25
		SP:Iteration 30Q (183493.760000 sec): 3 clusters
  Score: Raw -897217.105662 + Penalty 2899.343531 = -894317.762131
  nChanged 28
		SP:Iteration 31Q (183493.880000 sec): 3 clusters
  Score: Raw -897228.585706 + Penalty 2899.343531 = -894329.242175
  nChanged 26
		SP:Iteration 32Q (183494.000000 sec): 3 clusters
  Score: Raw -897236.879466 + Penalty 2899.343531 = -894337.535935
  nChanged 19
		SP:Iteration 33Q (183494.120000 sec): 3 clusters
  Score: Raw -897241.819296 + Penalty 2899.343531 = -894342.475765
  nChanged 13
		SP:Iteration 34Q (183494.240000 sec): 3 clusters
  Score: Raw -897245.288345 + Penalty 2899.343531 = -894345.944814
  nChanged 15
		SP:Iteration 35Q (183494.360000 sec): 3 clusters
  Score: Raw -897248.697840 + Penalty 2899.343531 = -894349.354309
  nChanged 14
		SP:Iteration 36Q (183494.480000 sec): 3 clusters
  Score: Raw -897251.970994 + Penalty 2899.343531 = -894352.627463
  nChanged 10
		SP:Iteration 37Q (183494.600000 sec): 3 clusters
  Score: Raw -897254.783478 + Penalty 2899.343531 = -894355.439947
  nChanged 10
		SP:Iteration 38Q (183494.720000 sec): 3 clusters
  Score: Raw -897256.911586 + Penalty 2899.343531 = -894357.568056
  nChanged 5
		SP:Iteration 39Q (183494.830000 sec): 3 clusters
  Score: Raw -897257.962504 + Penalty 2899.343531 = -894358.618973
  nChanged 3
		SP:Iteration 40F (183494.960000 sec): 3 clusters
  Score: Raw -897258.657627 + Penalty 2899.343531 = -894359.314096
  nChanged 2
		SP:Iteration 41Q (183495.080000 sec): 3 clusters
  Score: Raw -897259.104483 + Penalty 2899.343531 = -894359.760952
  nChanged 3
		SP:Iteration 42Q (183495.200000 sec): 3 clusters
  Score: Raw -897259.723143 + Penalty 2899.343531 = -894360.379613
  nChanged 2
		SP:Iteration 43Q (183495.310000 sec): 3 clusters
  Score: Raw -897260.678948 + Penalty 2899.343531 = -894361.335417
  nChanged 2
		SP:Iteration 44Q (183495.430000 sec): 3 clusters
  Score: Raw -897261.189145 + Penalty 2899.343531 = -894361.845614
  nChanged 3
		SP:Iteration 45Q (183495.550000 sec): 3 clusters
  Score: Raw -897261.828297 + Penalty 2899.343531 = -894362.484766
  nChanged 1
		SP:Iteration 46Q (183495.670000 sec): 3 clusters
  Score: Raw -897262.101591 + Penalty 2899.343531 = -894362.758060
  nChanged 1
		SP:Iteration 47Q (183495.790000 sec): 3 clusters
  Score: Raw -897262.244866 + Penalty 2899.343531 = -894362.901335
  nChanged 1
		SP:Iteration 48Q (183495.910000 sec): 3 clusters
  Score: Raw -897262.436619 + Penalty 2899.343531 = -894363.093088
  nChanged 1
		SP:Iteration 49Q (183496.020000 sec): 3 clusters
  Score: Raw -897262.729789 + Penalty 2899.343531 = -894363.386258
  nChanged 1
		SP:Iteration 50Q (183496.140000 sec): 3 clusters
  Score: Raw -897262.910907 + Penalty 2899.343531 = -894363.567376
  nChanged 0
		SP:Iteration 51F (183496.270000 sec): 3 clusters
  Score: Raw -897262.910907 + Penalty 2899.343531 = -894363.567376
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183496.330000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183496.330000 sec): 3 clusters
  Score: Raw -23536.405622 + Penalty 1760.232631 = -21776.172991
  nChanged 46
		SP:Iteration 1F (183496.340000 sec): 3 clusters
  Score: Raw -23684.059706 + Penalty 1760.232631 = -21923.827075
  nChanged 14
		SP:Iteration 2F (183496.350000 sec): 3 clusters
  Score: Raw -23774.581582 + Penalty 1760.232631 = -22014.348952
  nChanged 5
		SP:Iteration 3Q (183496.350000 sec): 3 clusters
  Score: Raw -23782.887381 + Penalty 1760.232631 = -22022.654750
  nChanged 0
		SP:Iteration 4F (183496.360000 sec): 3 clusters
  Score: Raw -23782.887381 + Penalty 1760.232631 = -22022.654750
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183496.630000 sec): 2 clusters
  Score: Raw -3039492.319669 + Penalty 1658.636486 = -3037833.683183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183496.970000 sec): 3 clusters
  Score: Raw -3022814.389019 + Penalty 3317.272972 = -3019497.116047
  nChanged 12534
		SP:Iteration 1F (183497.250000 sec): 3 clusters
  Score: Raw -3030122.944027 + Penalty 3317.272972 = -3026805.671055
  nChanged 1594
		SP:Iteration 2F (183497.580000 sec): 3 clusters
  Score: Raw -3031000.742629 + Penalty 3317.272972 = -3027683.469657
  nChanged 1646
		SP:Iteration 3F (183497.850000 sec): 3 clusters
  Score: Raw -3032009.755468 + Penalty 3317.272972 = -3028692.482496
  nChanged 1735
		SP:Iteration 4F (183498.180000 sec): 3 clusters
  Score: Raw -3033171.384338 + Penalty 3317.272972 = -3029854.111366
  nChanged 1713
		SP:Iteration 5F (183498.460000 sec): 3 clusters
  Score: Raw -3034329.773833 + Penalty 3317.272972 = -3031012.500861
  nChanged 1563
		SP:Iteration 6F (183498.790000 sec): 3 clusters
  Score: Raw -3035435.864976 + Penalty 3317.272972 = -3032118.592004
  nChanged 1362
		SP:Iteration 7F (183499.060000 sec): 3 clusters
  Score: Raw -3036389.719496 + Penalty 3317.272972 = -3033072.446523
  nChanged 1148
		SP:Iteration 8Q (183499.380000 sec): 3 clusters
  Score: Raw -3037183.903587 + Penalty 3317.272972 = -3033866.630615
  nChanged 941
		SP:Iteration 9Q (183499.650000 sec): 3 clusters
  Score: Raw -3037826.549691 + Penalty 3317.272972 = -3034509.276719
  nChanged 762
		SP:Iteration 10Q (183499.910000 sec): 3 clusters
  Score: Raw -3038334.868442 + Penalty 3317.272972 = -3035017.595470
  nChanged 648
		SP:Iteration 11Q (183500.220000 sec): 3 clusters
  Score: Raw -3038780.494832 + Penalty 3317.272972 = -3035463.221860
  nChanged 497
		SP:Iteration 12Q (183500.500000 sec): 3 clusters
  Score: Raw -3039136.203852 + Penalty 3317.272972 = -3035818.930880
  nChanged 392
		SP:Iteration 13Q (183500.760000 sec): 3 clusters
  Score: Raw -3039431.279651 + Penalty 3317.272972 = -3036114.006679
  nChanged 292
		SP:Iteration 14Q (183501.060000 sec): 3 clusters
  Score: Raw -3039677.658041 + Penalty 3317.272972 = -3036360.385069
  nChanged 218
		SP:Iteration 15Q (183501.340000 sec): 3 clusters
  Score: Raw -3039859.646649 + Penalty 3317.272972 = -3036542.373677
  nChanged 161
		SP:Iteration 16Q (183501.590000 sec): 3 clusters
  Score: Raw -3039953.788765 + Penalty 3317.272972 = -3036636.515793
  nChanged 104
		SP:Iteration 17Q (183501.850000 sec): 3 clusters
  Score: Raw -3040014.410343 + Penalty 3317.272972 = -3036697.137371
  nChanged 80
		SP:Iteration 18Q (183502.150000 sec): 3 clusters
  Score: Raw -3040060.537048 + Penalty 3317.272972 = -3036743.264076
  nChanged 60
		SP:Iteration 19Q (183502.420000 sec): 3 clusters
  Score: Raw -3040092.316421 + Penalty 3317.272972 = -3036775.043449
  nChanged 59
		SP:Iteration 20F (183502.700000 sec): 3 clusters
  Score: Raw -3040125.119692 + Penalty 3317.272972 = -3036807.846720
  nChanged 53
		SP:Iteration 21Q (183503.000000 sec): 3 clusters
  Score: Raw -3040158.032566 + Penalty 3317.272972 = -3036840.759593
  nChanged 54
		SP:Iteration 22Q (183503.280000 sec): 3 clusters
  Score: Raw -3040185.912039 + Penalty 3317.272972 = -3036868.639067
  nChanged 54
		SP:Iteration 23Q (183503.530000 sec): 3 clusters
  Score: Raw -3040204.940365 + Penalty 3317.272972 = -3036887.667393
  nChanged 29
		SP:Iteration 24Q (183503.830000 sec): 3 clusters
  Score: Raw -3040214.961274 + Penalty 3317.272972 = -3036897.688302
  nChanged 25
		SP:Iteration 25Q (183504.100000 sec): 3 clusters
  Score: Raw -3040223.084914 + Penalty 3317.272972 = -3036905.811942
  nChanged 16
		SP:Iteration 26Q (183504.350000 sec): 3 clusters
  Score: Raw -3040229.715642 + Penalty 3317.272972 = -3036912.442670
  nChanged 24
		SP:Iteration 27Q (183504.600000 sec): 3 clusters
  Score: Raw -3040239.946674 + Penalty 3317.272972 = -3036922.673702
  nChanged 37
		SP:Iteration 28Q (183504.850000 sec): 3 clusters
  Score: Raw -3040250.643357 + Penalty 3317.272972 = -3036933.370385
  nChanged 23
		SP:Iteration 29Q (183505.140000 sec): 3 clusters
  Score: Raw -3040258.058954 + Penalty 3317.272972 = -3036940.785982
  nChanged 20
		SP:Iteration 30Q (183505.420000 sec): 3 clusters
  Score: Raw -3040267.618819 + Penalty 3317.272972 = -3036950.345847
  nChanged 21
		SP:Iteration 31Q (183505.670000 sec): 3 clusters
  Score: Raw -3040276.116994 + Penalty 3317.272972 = -3036958.844022
  nChanged 17
		SP:Iteration 32Q (183505.920000 sec): 3 clusters
  Score: Raw -3040283.138661 + Penalty 3317.272972 = -3036965.865689
  nChanged 23
		SP:Iteration 33Q (183506.170000 sec): 3 clusters
  Score: Raw -3040290.754881 + Penalty 3317.272972 = -3036973.481909
  nChanged 18
		SP:Iteration 34Q (183506.420000 sec): 3 clusters
  Score: Raw -3040296.266268 + Penalty 3317.272972 = -3036978.993296
  nChanged 13
		SP:Iteration 35Q (183506.710000 sec): 3 clusters
  Score: Raw -3040300.859810 + Penalty 3317.272972 = -3036983.586838
  nChanged 13
		SP:Iteration 36Q (183506.990000 sec): 3 clusters
  Score: Raw -3040303.949950 + Penalty 3317.272972 = -3036986.676978
  nChanged 7
		SP:Iteration 37Q (183507.240000 sec): 3 clusters
  Score: Raw -3040306.432182 + Penalty 3317.272972 = -3036989.159210
  nChanged 9
		SP:Iteration 38Q (183507.490000 sec): 3 clusters
  Score: Raw -3040308.989413 + Penalty 3317.272972 = -3036991.716441
  nChanged 11
		SP:Iteration 39Q (183507.740000 sec): 3 clusters
  Score: Raw -3040312.465341 + Penalty 3317.272972 = -3036995.192369
  nChanged 15
		SP:Iteration 40F (183508.060000 sec): 3 clusters
  Score: Raw -3040316.854909 + Penalty 3317.272972 = -3036999.581937
  nChanged 10
		SP:Iteration 41Q (183508.310000 sec): 3 clusters
  Score: Raw -3040320.812987 + Penalty 3317.272972 = -3037003.540015
  nChanged 13
		SP:Iteration 42Q (183508.560000 sec): 3 clusters
  Score: Raw -3040325.365954 + Penalty 3317.272972 = -3037008.092982
  nChanged 11
		SP:Iteration 43Q (183508.810000 sec): 3 clusters
  Score: Raw -3040328.108851 + Penalty 3317.272972 = -3037010.835879
  nChanged 9
		SP:Iteration 44Q (183509.100000 sec): 3 clusters
  Score: Raw -3040331.512204 + Penalty 3317.272972 = -3037014.239232
  nChanged 8
		SP:Iteration 45Q (183509.380000 sec): 3 clusters
  Score: Raw -3040333.752023 + Penalty 3317.272972 = -3037016.479051
  nChanged 10
		SP:Iteration 46Q (183509.630000 sec): 3 clusters
  Score: Raw -3040336.678084 + Penalty 3317.272972 = -3037019.405111
  nChanged 13
		SP:Iteration 47Q (183509.880000 sec): 3 clusters
  Score: Raw -3040340.788986 + Penalty 3317.272972 = -3037023.516014
  nChanged 10
		SP:Iteration 48Q (183510.130000 sec): 3 clusters
  Score: Raw -3040343.623489 + Penalty 3317.272972 = -3037026.350517
  nChanged 11
		SP:Iteration 49Q (183510.380000 sec): 3 clusters
  Score: Raw -3040346.511619 + Penalty 3317.272972 = -3037029.238647
  nChanged 8
		SP:Iteration 50Q (183510.680000 sec): 3 clusters
  Score: Raw -3040349.066310 + Penalty 3317.272972 = -3037031.793338
  nChanged 8
		SP:Iteration 51Q (183510.950000 sec): 3 clusters
  Score: Raw -3040351.070025 + Penalty 3317.272972 = -3037033.797053
  nChanged 8
		SP:Iteration 52Q (183511.200000 sec): 3 clusters
  Score: Raw -3040353.952460 + Penalty 3317.272972 = -3037036.679488
  nChanged 6
		SP:Iteration 53Q (183511.460000 sec): 3 clusters
  Score: Raw -3040356.119652 + Penalty 3317.272972 = -3037038.846680
  nChanged 5
		SP:Iteration 54Q (183511.750000 sec): 3 clusters
  Score: Raw -3040357.284771 + Penalty 3317.272972 = -3037040.011799
  nChanged 3
		SP:Iteration 55Q (183512.030000 sec): 3 clusters
  Score: Raw -3040358.020895 + Penalty 3317.272972 = -3037040.747923
  nChanged 6
		SP:Iteration 56Q (183512.280000 sec): 3 clusters
  Score: Raw -3040359.680562 + Penalty 3317.272972 = -3037042.407590
  nChanged 6
		SP:Iteration 57Q (183512.530000 sec): 3 clusters
  Score: Raw -3040361.698384 + Penalty 3317.272972 = -3037044.425412
  nChanged 4
		SP:Iteration 58Q (183512.780000 sec): 3 clusters
  Score: Raw -3040362.991685 + Penalty 3317.272972 = -3037045.718713
  nChanged 5
		SP:Iteration 59Q (183513.080000 sec): 3 clusters
  Score: Raw -3040364.343328 + Penalty 3317.272972 = -3037047.070356
  nChanged 4
		SP:Iteration 60F (183513.380000 sec): 3 clusters
  Score: Raw -3040365.729957 + Penalty 3317.272972 = -3037048.456985
  nChanged 4
		SP:Iteration 61Q (183513.680000 sec): 3 clusters
  Score: Raw -3040366.582540 + Penalty 3317.272972 = -3037049.309568
  nChanged 2
		SP:Iteration 62Q (183513.950000 sec): 3 clusters
  Score: Raw -3040367.209860 + Penalty 3317.272972 = -3037049.936888
  nChanged 3
		SP:Iteration 63Q (183514.200000 sec): 3 clusters
  Score: Raw -3040368.092608 + Penalty 3317.272972 = -3037050.819636
  nChanged 4
		SP:Iteration 64Q (183514.450000 sec): 3 clusters
  Score: Raw -3040369.437640 + Penalty 3317.272972 = -3037052.164668
  nChanged 3
		SP:Iteration 65Q (183514.710000 sec): 3 clusters
  Score: Raw -3040369.833172 + Penalty 3317.272972 = -3037052.560200
  nChanged 1
		SP:Iteration 66Q (183514.960000 sec): 3 clusters
  Score: Raw -3040370.143626 + Penalty 3317.272972 = -3037052.870654
  nChanged 2
		SP:Iteration 67Q (183515.250000 sec): 3 clusters
  Score: Raw -3040370.663735 + Penalty 3317.272972 = -3037053.390763
  nChanged 3
		SP:Iteration 68Q (183515.530000 sec): 3 clusters
  Score: Raw -3040371.571829 + Penalty 3317.272972 = -3037054.298856
  nChanged 1
		SP:Iteration 69Q (183515.780000 sec): 3 clusters
  Score: Raw -3040372.150981 + Penalty 3317.272972 = -3037054.878009
  nChanged 1
		SP:Iteration 70Q (183516.030000 sec): 3 clusters
  Score: Raw -3040372.522516 + Penalty 3317.272972 = -3037055.249544
  nChanged 3
		SP:Iteration 71Q (183516.310000 sec): 3 clusters
  Score: Raw -3040373.588913 + Penalty 3317.272972 = -3037056.315941
  nChanged 0
		SP:Iteration 72F (183516.630000 sec): 3 clusters
  Score: Raw -3040373.588913 + Penalty 3317.272972 = -3037056.315941
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183516.710000 sec): 2 clusters
  Score: Raw -684837.361417 + Penalty 1405.022087 = -683432.339330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183516.820000 sec): 3 clusters
  Score: Raw -681805.038619 + Penalty 2810.044174 = -678994.994446
  nChanged 2374
		SP:Iteration 1F (183516.920000 sec): 3 clusters
  Score: Raw -683204.585489 + Penalty 2810.044174 = -680394.541315
  nChanged 422
		SP:Iteration 2F (183517.010000 sec): 3 clusters
  Score: Raw -683450.523220 + Penalty 2810.044174 = -680640.479047
  nChanged 326
		SP:Iteration 3F (183517.110000 sec): 3 clusters
  Score: Raw -683661.962566 + Penalty 2810.044174 = -680851.918392
  nChanged 265
		SP:Iteration 4Q (183517.210000 sec): 3 clusters
  Score: Raw -683835.678832 + Penalty 2810.044174 = -681025.634658
  nChanged 254
		SP:Iteration 5Q (183517.310000 sec): 3 clusters
  Score: Raw -684010.434488 + Penalty 2810.044174 = -681200.390314
  nChanged 224
		SP:Iteration 6Q (183517.410000 sec): 3 clusters
  Score: Raw -684173.780757 + Penalty 2810.044174 = -681363.736583
  nChanged 242
		SP:Iteration 7Q (183517.510000 sec): 3 clusters
  Score: Raw -684344.134685 + Penalty 2810.044174 = -681534.090512
  nChanged 214
		SP:Iteration 8Q (183517.610000 sec): 3 clusters
  Score: Raw -684503.992877 + Penalty 2810.044174 = -681693.948703
  nChanged 222
		SP:Iteration 9Q (183517.710000 sec): 3 clusters
  Score: Raw -684638.777705 + Penalty 2810.044174 = -681828.733532
  nChanged 191
		SP:Iteration 10Q (183517.800000 sec): 3 clusters
  Score: Raw -684746.083429 + Penalty 2810.044174 = -681936.039256
  nChanged 161
		SP:Iteration 11Q (183517.900000 sec): 3 clusters
  Score: Raw -684831.028465 + Penalty 2810.044174 = -682020.984292
  nChanged 136
		SP:Iteration 12Q (183518.000000 sec): 3 clusters
  Score: Raw -684897.032805 + Penalty 2810.044174 = -682086.988631
  nChanged 120
		SP:Iteration 13Q (183518.090000 sec): 3 clusters
  Score: Raw -684943.885847 + Penalty 2810.044174 = -682133.841674
  nChanged 84
		SP:Iteration 14Q (183518.190000 sec): 3 clusters
  Score: Raw -684978.972004 + Penalty 2810.044174 = -682168.927831
  nChanged 69
		SP:Iteration 15Q (183518.290000 sec): 3 clusters
  Score: Raw -685004.080337 + Penalty 2810.044174 = -682194.036163
  nChanged 69
		SP:Iteration 16Q (183518.380000 sec): 3 clusters
  Score: Raw -685028.128649 + Penalty 2810.044174 = -682218.084476
  nChanged 55
		SP:Iteration 17Q (183518.480000 sec): 3 clusters
  Score: Raw -685046.887689 + Penalty 2810.044174 = -682236.843515
  nChanged 52
		SP:Iteration 18Q (183518.570000 sec): 3 clusters
  Score: Raw -685064.752822 + Penalty 2810.044174 = -682254.708648
  nChanged 50
		SP:Iteration 19Q (183518.670000 sec): 3 clusters
  Score: Raw -685081.946094 + Penalty 2810.044174 = -682271.901920
  nChanged 37
		SP:Iteration 20F (183518.770000 sec): 3 clusters
  Score: Raw -685095.326702 + Penalty 2810.044174 = -682285.282529
  nChanged 35
		SP:Iteration 21Q (183518.860000 sec): 3 clusters
  Score: Raw -685105.897839 + Penalty 2810.044174 = -682295.853666
  nChanged 37
		SP:Iteration 22Q (183518.950000 sec): 3 clusters
  Score: Raw -685115.599620 + Penalty 2810.044174 = -682305.555447
  nChanged 24
		SP:Iteration 23Q (183519.050000 sec): 3 clusters
  Score: Raw -685122.209931 + Penalty 2810.044174 = -682312.165758
  nChanged 22
		SP:Iteration 24Q (183519.140000 sec): 3 clusters
  Score: Raw -685127.468993 + Penalty 2810.044174 = -682317.424819
  nChanged 21
		SP:Iteration 25Q (183519.240000 sec): 3 clusters
  Score: Raw -685134.387155 + Penalty 2810.044174 = -682324.342982
  nChanged 18
		SP:Iteration 26Q (183519.330000 sec): 3 clusters
  Score: Raw -685139.108586 + Penalty 2810.044174 = -682329.064413
  nChanged 16
		SP:Iteration 27Q (183519.430000 sec): 3 clusters
  Score: Raw -685143.284159 + Penalty 2810.044174 = -682333.239985
  nChanged 23
		SP:Iteration 28Q (183519.530000 sec): 3 clusters
  Score: Raw -685150.544520 + Penalty 2810.044174 = -682340.500346
  nChanged 24
		SP:Iteration 29Q (183519.620000 sec): 3 clusters
  Score: Raw -685158.790921 + Penalty 2810.044174 = -682348.746747
  nChanged 27
		SP:Iteration 30Q (183519.720000 sec): 3 clusters
  Score: Raw -685166.141492 + Penalty 2810.044174 = -682356.097319
  nChanged 24
		SP:Iteration 31Q (183519.810000 sec): 3 clusters
  Score: Raw -685174.179990 + Penalty 2810.044174 = -682364.135817
  nChanged 28
		SP:Iteration 32Q (183519.910000 sec): 3 clusters
  Score: Raw -685183.241234 + Penalty 2810.044174 = -682373.197061
  nChanged 22
		SP:Iteration 33Q (183520.000000 sec): 3 clusters
  Score: Raw -685189.584429 + Penalty 2810.044174 = -682379.540256
  nChanged 26
		SP:Iteration 34Q (183520.100000 sec): 3 clusters
  Score: Raw -685198.109808 + Penalty 2810.044174 = -682388.065635
  nChanged 20
		SP:Iteration 35Q (183520.190000 sec): 3 clusters
  Score: Raw -685204.262908 + Penalty 2810.044174 = -682394.218734
  nChanged 15
		SP:Iteration 36Q (183520.290000 sec): 3 clusters
  Score: Raw -685209.076389 + Penalty 2810.044174 = -682399.032216
  nChanged 17
		SP:Iteration 37Q (183520.380000 sec): 3 clusters
  Score: Raw -685214.588652 + Penalty 2810.044174 = -682404.544479
  nChanged 14
		SP:Iteration 38Q (183520.480000 sec): 3 clusters
  Score: Raw -685219.285569 + Penalty 2810.044174 = -682409.241395
  nChanged 13
		SP:Iteration 39Q (183520.570000 sec): 3 clusters
  Score: Raw -685222.267545 + Penalty 2810.044174 = -682412.223372
  nChanged 11
		SP:Iteration 40F (183520.670000 sec): 3 clusters
  Score: Raw -685226.349869 + Penalty 2810.044174 = -682416.305695
  nChanged 10
		SP:Iteration 41Q (183520.770000 sec): 3 clusters
  Score: Raw -685229.414961 + Penalty 2810.044174 = -682419.370788
  nChanged 6
		SP:Iteration 42Q (183520.860000 sec): 3 clusters
  Score: Raw -685231.361583 + Penalty 2810.044174 = -682421.317410
  nChanged 7
		SP:Iteration 43Q (183520.960000 sec): 3 clusters
  Score: Raw -685233.508894 + Penalty 2810.044174 = -682423.464721
  nChanged 5
		SP:Iteration 44Q (183521.050000 sec): 3 clusters
  Score: Raw -685235.449189 + Penalty 2810.044174 = -682425.405016
  nChanged 5
		SP:Iteration 45Q (183521.150000 sec): 3 clusters
  Score: Raw -685236.849272 + Penalty 2810.044174 = -682426.805098
  nChanged 7
		SP:Iteration 46Q (183521.240000 sec): 3 clusters
  Score: Raw -685239.082853 + Penalty 2810.044174 = -682429.038679
  nChanged 4
		SP:Iteration 47Q (183521.330000 sec): 3 clusters
  Score: Raw -685240.362674 + Penalty 2810.044174 = -682430.318500
  nChanged 4
		SP:Iteration 48Q (183521.430000 sec): 3 clusters
  Score: Raw -685241.309536 + Penalty 2810.044174 = -682431.265362
  nChanged 3
		SP:Iteration 49Q (183521.530000 sec): 3 clusters
  Score: Raw -685242.197417 + Penalty 2810.044174 = -682432.153243
  nChanged 9
		SP:Iteration 50Q (183521.620000 sec): 3 clusters
  Score: Raw -685246.061748 + Penalty 2810.044174 = -682436.017574
  nChanged 10
		SP:Iteration 51Q (183521.710000 sec): 3 clusters
  Score: Raw -685250.142635 + Penalty 2810.044174 = -682440.098461
  nChanged 11
		SP:Iteration 52Q (183521.810000 sec): 3 clusters
  Score: Raw -685255.468749 + Penalty 2810.044174 = -682445.424576
  nChanged 12
		SP:Iteration 53Q (183521.900000 sec): 3 clusters
  Score: Raw -685260.855602 + Penalty 2810.044174 = -682450.811429
  nChanged 11
		SP:Iteration 54Q (183521.990000 sec): 3 clusters
  Score: Raw -685264.313376 + Penalty 2810.044174 = -682454.269202
  nChanged 9
		SP:Iteration 55Q (183522.090000 sec): 3 clusters
  Score: Raw -685266.965334 + Penalty 2810.044174 = -682456.921160
  nChanged 5
		SP:Iteration 56Q (183522.180000 sec): 3 clusters
  Score: Raw -685268.887405 + Penalty 2810.044174 = -682458.843231
  nChanged 5
		SP:Iteration 57Q (183522.280000 sec): 3 clusters
  Score: Raw -685270.823183 + Penalty 2810.044174 = -682460.779009
  nChanged 8
		SP:Iteration 58Q (183522.370000 sec): 3 clusters
  Score: Raw -685274.162481 + Penalty 2810.044174 = -682464.118308
  nChanged 2
		SP:Iteration 59Q (183522.460000 sec): 3 clusters
  Score: Raw -685274.491827 + Penalty 2810.044174 = -682464.447653
  nChanged 0
		SP:Iteration 60F (183522.560000 sec): 3 clusters
  Score: Raw -685274.491827 + Penalty 2810.044174 = -682464.447653
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183522.620000 sec): 2 clusters
  Score: Raw -22892.300073 + Penalty 885.094823 = -22007.205250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183522.620000 sec): 3 clusters
  Score: Raw -23121.574199 + Penalty 1770.189646 = -21351.384553
  nChanged 46
		SP:Iteration 1F (183522.630000 sec): 3 clusters
  Score: Raw -23270.940732 + Penalty 1770.189646 = -21500.751086
  nChanged 18
		SP:Iteration 2F (183522.630000 sec): 3 clusters
  Score: Raw -23392.940353 + Penalty 1770.189646 = -21622.750707
  nChanged 14
		SP:Iteration 3F (183522.640000 sec): 3 clusters
  Score: Raw -23481.454410 + Penalty 1770.189646 = -21711.264764
  nChanged 12
		SP:Iteration 4F (183522.640000 sec): 3 clusters
  Score: Raw -23663.186369 + Penalty 1770.189646 = -21892.996723
  nChanged 7
		SP:Iteration 5Q (183522.650000 sec): 3 clusters
  Score: Raw -23750.859549 + Penalty 1770.189646 = -21980.669903
  nChanged 11
		SP:Iteration 6Q (183522.650000 sec): 3 clusters
  Score: Raw -23972.630786 + Penalty 1770.189646 = -22202.441141
  nChanged 10
		SP:Iteration 7Q (183522.660000 sec): 3 clusters
  Score: Raw -24024.633499 + Penalty 1770.189646 = -22254.443853
  nChanged 3
		SP:Iteration 8Q (183522.660000 sec): 3 clusters
  Score: Raw -24046.587647 + Penalty 1770.189646 = -22276.398001
  nChanged 4
		SP:Iteration 9Q (183522.670000 sec): 3 clusters
  Score: Raw -24084.991260 + Penalty 1770.189646 = -22314.801615
  nChanged 2
		SP:Iteration 10Q (183522.680000 sec): 3 clusters
  Score: Raw -24098.048230 + Penalty 1770.189646 = -22327.858584
  nChanged 0
		SP:Iteration 11F (183522.680000 sec): 3 clusters
  Score: Raw -24103.149622 + Penalty 1770.189646 = -22332.959976
  nChanged 3
		SP:Iteration 12Q (183522.690000 sec): 3 clusters
  Score: Raw -24137.120451 + Penalty 1770.189646 = -22366.930805
  nChanged 1
		SP:Iteration 13Q (183522.690000 sec): 3 clusters
  Score: Raw -24143.740800 + Penalty 1770.189646 = -22373.551154
  nChanged 0
		SP:Iteration 14F (183522.700000 sec): 3 clusters
  Score: Raw -24143.740800 + Penalty 1770.189646 = -22373.551154
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183522.860000 sec): 2 clusters
  Score: Raw -1758743.323564 + Penalty 1558.420910 = -1757184.902654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183523.070000 sec): 3 clusters
  Score: Raw -1750114.323420 + Penalty 3116.841820 = -1746997.481600
  nChanged 6522
		SP:Iteration 1F (183523.270000 sec): 3 clusters
  Score: Raw -1753629.948561 + Penalty 3116.841820 = -1750513.106741
  nChanged 835
		SP:Iteration 2F (183523.480000 sec): 3 clusters
  Score: Raw -1753978.422856 + Penalty 3116.841820 = -1750861.581036
  nChanged 808
		SP:Iteration 3F (183523.660000 sec): 3 clusters
  Score: Raw -1754368.796718 + Penalty 3116.841820 = -1751251.954898
  nChanged 806
		SP:Iteration 4F (183523.850000 sec): 3 clusters
  Score: Raw -1754808.149717 + Penalty 3116.841820 = -1751691.307897
  nChanged 877
		SP:Iteration 5F (183524.030000 sec): 3 clusters
  Score: Raw -1755300.477397 + Penalty 3116.841820 = -1752183.635577
  nChanged 900
		SP:Iteration 6F (183524.260000 sec): 3 clusters
  Score: Raw -1755853.411956 + Penalty 3116.841820 = -1752736.570136
  nChanged 820
		SP:Iteration 7F (183524.450000 sec): 3 clusters
  Score: Raw -1756325.356057 + Penalty 3116.841820 = -1753208.514237
  nChanged 738
		SP:Iteration 8F (183524.630000 sec): 3 clusters
  Score: Raw -1756710.750944 + Penalty 3116.841820 = -1753593.909124
  nChanged 634
		SP:Iteration 9Q (183524.870000 sec): 3 clusters
  Score: Raw -1757019.876699 + Penalty 3116.841820 = -1753903.034879
  nChanged 542
		SP:Iteration 10Q (183525.060000 sec): 3 clusters
  Score: Raw -1757267.719992 + Penalty 3116.841820 = -1754150.878172
  nChanged 469
		SP:Iteration 11Q (183525.240000 sec): 3 clusters
  Score: Raw -1757477.424922 + Penalty 3116.841820 = -1754360.583102
  nChanged 386
		SP:Iteration 12Q (183525.470000 sec): 3 clusters
  Score: Raw -1757632.765835 + Penalty 3116.841820 = -1754515.924015
  nChanged 338
		SP:Iteration 13Q (183525.660000 sec): 3 clusters
  Score: Raw -1757766.225769 + Penalty 3116.841820 = -1754649.383949
  nChanged 293
		SP:Iteration 14Q (183525.890000 sec): 3 clusters
  Score: Raw -1757872.514735 + Penalty 3116.841820 = -1754755.672915
  nChanged 298
		SP:Iteration 15Q (183526.080000 sec): 3 clusters
  Score: Raw -1757981.886800 + Penalty 3116.841820 = -1754865.044980
  nChanged 262
		SP:Iteration 16Q (183526.260000 sec): 3 clusters
  Score: Raw -1758073.740531 + Penalty 3116.841820 = -1754956.898711
  nChanged 218
		SP:Iteration 17Q (183526.490000 sec): 3 clusters
  Score: Raw -1758159.313999 + Penalty 3116.841820 = -1755042.472179
  nChanged 220
		SP:Iteration 18Q (183526.680000 sec): 3 clusters
  Score: Raw -1758238.742289 + Penalty 3116.841820 = -1755121.900469
  nChanged 194
		SP:Iteration 19Q (183526.910000 sec): 3 clusters
  Score: Raw -1758311.001012 + Penalty 3116.841820 = -1755194.159192
  nChanged 195
		SP:Iteration 20F (183527.090000 sec): 3 clusters
  Score: Raw -1758387.059229 + Penalty 3116.841820 = -1755270.217409
  nChanged 182
		SP:Iteration 21Q (183527.320000 sec): 3 clusters
  Score: Raw -1758456.372712 + Penalty 3116.841820 = -1755339.530892
  nChanged 187
		SP:Iteration 22Q (183527.500000 sec): 3 clusters
  Score: Raw -1758533.727974 + Penalty 3116.841820 = -1755416.886154
  nChanged 179
		SP:Iteration 23Q (183527.730000 sec): 3 clusters
  Score: Raw -1758609.836929 + Penalty 3116.841820 = -1755492.995109
  nChanged 154
		SP:Iteration 24Q (183527.920000 sec): 3 clusters
  Score: Raw -1758668.958799 + Penalty 3116.841820 = -1755552.116979
  nChanged 132
		SP:Iteration 25Q (183528.100000 sec): 3 clusters
  Score: Raw -1758720.618044 + Penalty 3116.841820 = -1755603.776224
  nChanged 116
		SP:Iteration 26Q (183528.330000 sec): 3 clusters
  Score: Raw -1758771.367455 + Penalty 3116.841820 = -1755654.525635
  nChanged 95
		SP:Iteration 27Q (183528.510000 sec): 3 clusters
  Score: Raw -1758813.007737 + Penalty 3116.841820 = -1755696.165917
  nChanged 98
		SP:Iteration 28Q (183528.720000 sec): 3 clusters
  Score: Raw -1758855.899294 + Penalty 3116.841820 = -1755739.057474
  nChanged 78
		SP:Iteration 29Q (183528.950000 sec): 3 clusters
  Score: Raw -1758888.209464 + Penalty 3116.841820 = -1755771.367644
  nChanged 68
		SP:Iteration 30Q (183529.170000 sec): 3 clusters
  Score: Raw -1758916.131208 + Penalty 3116.841820 = -1755799.289388
  nChanged 52
		SP:Iteration 31Q (183529.350000 sec): 3 clusters
  Score: Raw -1758936.615391 + Penalty 3116.841820 = -1755819.773571
  nChanged 45
		SP:Iteration 32Q (183529.570000 sec): 3 clusters
  Score: Raw -1758953.619251 + Penalty 3116.841820 = -1755836.777431
  nChanged 36
		SP:Iteration 33Q (183529.750000 sec): 3 clusters
  Score: Raw -1758966.337118 + Penalty 3116.841820 = -1755849.495299
  nChanged 29
		SP:Iteration 34Q (183529.960000 sec): 3 clusters
  Score: Raw -1758974.607076 + Penalty 3116.841820 = -1755857.765256
  nChanged 18
		SP:Iteration 35Q (183530.160000 sec): 3 clusters
  Score: Raw -1758980.012352 + Penalty 3116.841820 = -1755863.170532
  nChanged 16
		SP:Iteration 36Q (183530.350000 sec): 3 clusters
  Score: Raw -1758984.113340 + Penalty 3116.841820 = -1755867.271520
  nChanged 13
		SP:Iteration 37Q (183530.530000 sec): 3 clusters
  Score: Raw -1758988.271626 + Penalty 3116.841820 = -1755871.429806
  nChanged 14
		SP:Iteration 38Q (183530.750000 sec): 3 clusters
  Score: Raw -1758991.080408 + Penalty 3116.841820 = -1755874.238588
  nChanged 8
		SP:Iteration 39Q (183530.930000 sec): 3 clusters
  Score: Raw -1758993.483735 + Penalty 3116.841820 = -1755876.641915
  nChanged 8
		SP:Iteration 40F (183531.110000 sec): 3 clusters
  Score: Raw -1758995.624462 + Penalty 3116.841820 = -1755878.782642
  nChanged 6
		SP:Iteration 41Q (183531.320000 sec): 3 clusters
  Score: Raw -1758997.729297 + Penalty 3116.841820 = -1755880.887477
  nChanged 10
		SP:Iteration 42Q (183531.510000 sec): 3 clusters
  Score: Raw -1759000.421856 + Penalty 3116.841820 = -1755883.580036
  nChanged 7
		SP:Iteration 43Q (183531.700000 sec): 3 clusters
  Score: Raw -1759002.591120 + Penalty 3116.841820 = -1755885.749300
  nChanged 8
		SP:Iteration 44Q (183531.890000 sec): 3 clusters
  Score: Raw -1759005.150939 + Penalty 3116.841820 = -1755888.309119
  nChanged 7
		SP:Iteration 45Q (183532.070000 sec): 3 clusters
  Score: Raw -1759008.097635 + Penalty 3116.841820 = -1755891.255816
  nChanged 8
		SP:Iteration 46Q (183532.290000 sec): 3 clusters
  Score: Raw -1759011.113697 + Penalty 3116.841820 = -1755894.271877
  nChanged 6
		SP:Iteration 47Q (183532.460000 sec): 3 clusters
  Score: Raw -1759013.443419 + Penalty 3116.841820 = -1755896.601599
  nChanged 10
		SP:Iteration 48Q (183532.670000 sec): 3 clusters
  Score: Raw -1759016.894338 + Penalty 3116.841820 = -1755900.052518
  nChanged 6
		SP:Iteration 49Q (183532.870000 sec): 3 clusters
  Score: Raw -1759018.234571 + Penalty 3116.841820 = -1755901.392751
  nChanged 6
		SP:Iteration 50Q (183533.060000 sec): 3 clusters
  Score: Raw -1759020.490014 + Penalty 3116.841820 = -1755903.648194
  nChanged 7
		SP:Iteration 51Q (183533.250000 sec): 3 clusters
  Score: Raw -1759023.164870 + Penalty 3116.841820 = -1755906.323050
  nChanged 8
		SP:Iteration 52Q (183533.450000 sec): 3 clusters
  Score: Raw -1759024.891171 + Penalty 3116.841820 = -1755908.049351
  nChanged 4
		SP:Iteration 53Q (183533.620000 sec): 3 clusters
  Score: Raw -1759025.584515 + Penalty 3116.841820 = -1755908.742695
  nChanged 3
		SP:Iteration 54Q (183533.840000 sec): 3 clusters
  Score: Raw -1759026.643797 + Penalty 3116.841820 = -1755909.801977
  nChanged 5
		SP:Iteration 55Q (183534.010000 sec): 3 clusters
  Score: Raw -1759027.845066 + Penalty 3116.841820 = -1755911.003246
  nChanged 3
		SP:Iteration 56Q (183534.220000 sec): 3 clusters
  Score: Raw -1759028.783393 + Penalty 3116.841820 = -1755911.941574
  nChanged 3
		SP:Iteration 57Q (183534.420000 sec): 3 clusters
  Score: Raw -1759029.351151 + Penalty 3116.841820 = -1755912.509331
  nChanged 3
		SP:Iteration 58Q (183534.610000 sec): 3 clusters
  Score: Raw -1759030.041109 + Penalty 3116.841820 = -1755913.199289
  nChanged 1
		SP:Iteration 59Q (183534.790000 sec): 3 clusters
  Score: Raw -1759030.314290 + Penalty 3116.841820 = -1755913.472470
  nChanged 1
		SP:Iteration 60F (183535.020000 sec): 3 clusters
  Score: Raw -1759030.517172 + Penalty 3116.841820 = -1755913.675352
  nChanged 2
		SP:Iteration 61Q (183535.190000 sec): 3 clusters
  Score: Raw -1759030.919189 + Penalty 3116.841820 = -1755914.077369
  nChanged 2
		SP:Iteration 62Q (183535.360000 sec): 3 clusters
  Score: Raw -1759031.386112 + Penalty 3116.841820 = -1755914.544292
  nChanged 2
		SP:Iteration 63Q (183535.550000 sec): 3 clusters
  Score: Raw -1759031.806553 + Penalty 3116.841820 = -1755914.964733
  nChanged 2
		SP:Iteration 64Q (183535.740000 sec): 3 clusters
  Score: Raw -1759032.342354 + Penalty 3116.841820 = -1755915.500534
  nChanged 2
		SP:Iteration 65Q (183535.940000 sec): 3 clusters
  Score: Raw -1759033.298450 + Penalty 3116.841820 = -1755916.456630
  nChanged 2
		SP:Iteration 66Q (183536.110000 sec): 3 clusters
  Score: Raw -1759034.134006 + Penalty 3116.841820 = -1755917.292186
  nChanged 4
		SP:Iteration 67Q (183536.340000 sec): 3 clusters
  Score: Raw -1759035.117353 + Penalty 3116.841820 = -1755918.275533
  nChanged 1
		SP:Iteration 68Q (183536.510000 sec): 3 clusters
  Score: Raw -1759035.655627 + Penalty 3116.841820 = -1755918.813807
  nChanged 4
		SP:Iteration 69Q (183536.720000 sec): 3 clusters
  Score: Raw -1759038.254536 + Penalty 3116.841820 = -1755921.412716
  nChanged 6
		SP:Iteration 70Q (183536.900000 sec): 3 clusters
  Score: Raw -1759041.061425 + Penalty 3116.841820 = -1755924.219605
  nChanged 7
		SP:Iteration 71Q (183537.080000 sec): 3 clusters
  Score: Raw -1759043.107661 + Penalty 3116.841820 = -1755926.265841
  nChanged 3
		SP:Iteration 72Q (183537.300000 sec): 3 clusters
  Score: Raw -1759044.416784 + Penalty 3116.841820 = -1755927.574964
  nChanged 3
		SP:Iteration 73Q (183537.470000 sec): 3 clusters
  Score: Raw -1759045.520325 + Penalty 3116.841820 = -1755928.678505
  nChanged 4
		SP:Iteration 74Q (183537.640000 sec): 3 clusters
  Score: Raw -1759047.122495 + Penalty 3116.841820 = -1755930.280675
  nChanged 6
		SP:Iteration 75Q (183537.840000 sec): 3 clusters
  Score: Raw -1759049.631278 + Penalty 3116.841820 = -1755932.789458
  nChanged 11
		SP:Iteration 76Q (183538.020000 sec): 3 clusters
  Score: Raw -1759054.226911 + Penalty 3116.841820 = -1755937.385091
  nChanged 10
		SP:Iteration 77Q (183538.220000 sec): 3 clusters
  Score: Raw -1759058.305531 + Penalty 3116.841820 = -1755941.463711
  nChanged 7
		SP:Iteration 78Q (183538.390000 sec): 3 clusters
  Score: Raw -1759060.748598 + Penalty 3116.841820 = -1755943.906778
  nChanged 7
		SP:Iteration 79Q (183538.610000 sec): 3 clusters
  Score: Raw -1759063.694074 + Penalty 3116.841820 = -1755946.852254
  nChanged 8
		SP:Iteration 80F (183538.840000 sec): 3 clusters
  Score: Raw -1759066.339681 + Penalty 3116.841820 = -1755949.497861
  nChanged 3
		SP:Iteration 81Q (183539.010000 sec): 3 clusters
  Score: Raw -1759068.241434 + Penalty 3116.841820 = -1755951.399614
  nChanged 7
		SP:Iteration 82Q (183539.230000 sec): 3 clusters
  Score: Raw -1759070.927255 + Penalty 3116.841820 = -1755954.085435
  nChanged 5
		SP:Iteration 83Q (183539.400000 sec): 3 clusters
  Score: Raw -1759073.318666 + Penalty 3116.841820 = -1755956.476846
  nChanged 3
		SP:Iteration 84Q (183539.580000 sec): 3 clusters
  Score: Raw -1759073.991821 + Penalty 3116.841820 = -1755957.150001
  nChanged 1
		SP:Iteration 85Q (183539.760000 sec): 3 clusters
  Score: Raw -1759074.107762 + Penalty 3116.841820 = -1755957.265943
  nChanged 2
		SP:Iteration 86Q (183539.970000 sec): 3 clusters
  Score: Raw -1759074.780502 + Penalty 3116.841820 = -1755957.938682
  nChanged 1
		SP:Iteration 87Q (183540.140000 sec): 3 clusters
  Score: Raw -1759075.077614 + Penalty 3116.841820 = -1755958.235794
  nChanged 0
		SP:Iteration 88F (183540.360000 sec): 3 clusters
  Score: Raw -1759075.077614 + Penalty 3116.841820 = -1755958.235794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183540.460000 sec): 2 clusters
  Score: Raw -950529.653036 + Penalty 1462.277570 = -949067.375467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183540.600000 sec): 3 clusters
  Score: Raw -946081.325204 + Penalty 2924.555139 = -943156.770064
  nChanged 3419
		SP:Iteration 1F (183540.720000 sec): 3 clusters
  Score: Raw -947963.999575 + Penalty 2924.555139 = -945039.444436
  nChanged 549
		SP:Iteration 2F (183540.840000 sec): 3 clusters
  Score: Raw -948272.775886 + Penalty 2924.555139 = -945348.220747
  nChanged 441
		SP:Iteration 3F (183540.960000 sec): 3 clusters
  Score: Raw -948550.492183 + Penalty 2924.555139 = -945625.937043
  nChanged 422
		SP:Iteration 4F (183541.090000 sec): 3 clusters
  Score: Raw -948839.837048 + Penalty 2924.555139 = -945915.281908
  nChanged 462
		SP:Iteration 5F (183541.220000 sec): 3 clusters
  Score: Raw -949190.084459 + Penalty 2924.555139 = -946265.529320
  nChanged 496
		SP:Iteration 6F (183541.350000 sec): 3 clusters
  Score: Raw -949621.941092 + Penalty 2924.555139 = -946697.385952
  nChanged 485
		SP:Iteration 7F (183541.480000 sec): 3 clusters
  Score: Raw -950012.299245 + Penalty 2924.555139 = -947087.744106
  nChanged 436
		SP:Iteration 8F (183541.600000 sec): 3 clusters
  Score: Raw -950333.470628 + Penalty 2924.555139 = -947408.915488
  nChanged 367
		SP:Iteration 9Q (183541.730000 sec): 3 clusters
  Score: Raw -950579.829801 + Penalty 2924.555139 = -947655.274662
  nChanged 247
		SP:Iteration 10Q (183541.850000 sec): 3 clusters
  Score: Raw -950718.037709 + Penalty 2924.555139 = -947793.482569
  nChanged 187
		SP:Iteration 11Q (183541.980000 sec): 3 clusters
  Score: Raw -950804.184876 + Penalty 2924.555139 = -947879.629737
  nChanged 129
		SP:Iteration 12Q (183542.100000 sec): 3 clusters
  Score: Raw -950856.734588 + Penalty 2924.555139 = -947932.179448
  nChanged 98
		SP:Iteration 13Q (183542.230000 sec): 3 clusters
  Score: Raw -950894.532115 + Penalty 2924.555139 = -947969.976975
  nChanged 90
		SP:Iteration 14Q (183542.350000 sec): 3 clusters
  Score: Raw -950931.170707 + Penalty 2924.555139 = -948006.615567
  nChanged 83
		SP:Iteration 15Q (183542.480000 sec): 3 clusters
  Score: Raw -950959.876620 + Penalty 2924.555139 = -948035.321481
  nChanged 69
		SP:Iteration 16Q (183542.600000 sec): 3 clusters
  Score: Raw -950990.782353 + Penalty 2924.555139 = -948066.227214
  nChanged 64
		SP:Iteration 17Q (183542.730000 sec): 3 clusters
  Score: Raw -951018.044879 + Penalty 2924.555139 = -948093.489740
  nChanged 52
		SP:Iteration 18Q (183542.850000 sec): 3 clusters
  Score: Raw -951039.651250 + Penalty 2924.555139 = -948115.096111
  nChanged 54
		SP:Iteration 19Q (183542.980000 sec): 3 clusters
  Score: Raw -951062.088430 + Penalty 2924.555139 = -948137.533290
  nChanged 40
		SP:Iteration 20F (183543.100000 sec): 3 clusters
  Score: Raw -951076.370496 + Penalty 2924.555139 = -948151.815357
  nChanged 42
		SP:Iteration 21Q (183543.230000 sec): 3 clusters
  Score: Raw -951090.109862 + Penalty 2924.555139 = -948165.554723
  nChanged 34
		SP:Iteration 22Q (183543.360000 sec): 3 clusters
  Score: Raw -951099.961445 + Penalty 2924.555139 = -948175.406306
  nChanged 29
		SP:Iteration 23Q (183543.480000 sec): 3 clusters
  Score: Raw -951105.578455 + Penalty 2924.555139 = -948181.023315
  nChanged 18
		SP:Iteration 24Q (183543.610000 sec): 3 clusters
  Score: Raw -951108.700179 + Penalty 2924.555139 = -948184.145039
  nChanged 14
		SP:Iteration 25Q (183543.730000 sec): 3 clusters
  Score: Raw -951110.714106 + Penalty 2924.555139 = -948186.158967
  nChanged 14
		SP:Iteration 26Q (183543.860000 sec): 3 clusters
  Score: Raw -951112.840413 + Penalty 2924.555139 = -948188.285273
  nChanged 10
		SP:Iteration 27Q (183543.980000 sec): 3 clusters
  Score: Raw -951114.598375 + Penalty 2924.555139 = -948190.043235
  nChanged 11
		SP:Iteration 28Q (183544.110000 sec): 3 clusters
  Score: Raw -951116.479429 + Penalty 2924.555139 = -948191.924289
  nChanged 15
		SP:Iteration 29Q (183544.230000 sec): 3 clusters
  Score: Raw -951118.981999 + Penalty 2924.555139 = -948194.426860
  nChanged 12
		SP:Iteration 30Q (183544.360000 sec): 3 clusters
  Score: Raw -951120.471481 + Penalty 2924.555139 = -948195.916342
  nChanged 7
		SP:Iteration 31Q (183544.480000 sec): 3 clusters
  Score: Raw -951121.297675 + Penalty 2924.555139 = -948196.742536
  nChanged 9
		SP:Iteration 32Q (183544.610000 sec): 3 clusters
  Score: Raw -951122.753051 + Penalty 2924.555139 = -948198.197911
  nChanged 8
		SP:Iteration 33Q (183544.730000 sec): 3 clusters
  Score: Raw -951123.871718 + Penalty 2924.555139 = -948199.316579
  nChanged 11
		SP:Iteration 34Q (183544.840000 sec): 3 clusters
  Score: Raw -951125.609761 + Penalty 2924.555139 = -948201.054622
  nChanged 10
		SP:Iteration 35Q (183544.970000 sec): 3 clusters
  Score: Raw -951127.419054 + Penalty 2924.555139 = -948202.863914
  nChanged 5
		SP:Iteration 36Q (183545.090000 sec): 3 clusters
  Score: Raw -951128.073833 + Penalty 2924.555139 = -948203.518693
  nChanged 4
		SP:Iteration 37Q (183545.210000 sec): 3 clusters
  Score: Raw -951128.423891 + Penalty 2924.555139 = -948203.868752
  nChanged 4
		SP:Iteration 38Q (183545.330000 sec): 3 clusters
  Score: Raw -951128.865865 + Penalty 2924.555139 = -948204.310726
  nChanged 5
		SP:Iteration 39Q (183545.450000 sec): 3 clusters
  Score: Raw -951129.537251 + Penalty 2924.555139 = -948204.982112
  nChanged 7
		SP:Iteration 40F (183545.570000 sec): 3 clusters
  Score: Raw -951130.462177 + Penalty 2924.555139 = -948205.907037
  nChanged 7
		SP:Iteration 41Q (183545.690000 sec): 3 clusters
  Score: Raw -951131.715991 + Penalty 2924.555139 = -948207.160852
  nChanged 8
		SP:Iteration 42Q (183545.800000 sec): 3 clusters
  Score: Raw -951133.384034 + Penalty 2924.555139 = -948208.828895
  nChanged 8
		SP:Iteration 43Q (183545.920000 sec): 3 clusters
  Score: Raw -951134.716146 + Penalty 2924.555139 = -948210.161006
  nChanged 1
		SP:Iteration 44Q (183546.040000 sec): 3 clusters
  Score: Raw -951134.804602 + Penalty 2924.555139 = -948210.249463
  nChanged 0
		SP:Iteration 45F (183546.160000 sec): 3 clusters
  Score: Raw -951134.804602 + Penalty 2924.555139 = -948210.249463
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183546.270000 sec): 2 clusters
  Score: Raw -939023.005906 + Penalty 1462.096735 = -937560.909171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183546.420000 sec): 3 clusters
  Score: Raw -934567.620070 + Penalty 2924.193470 = -931643.426600
  nChanged 3462
		SP:Iteration 1F (183546.540000 sec): 3 clusters
  Score: Raw -936609.236623 + Penalty 2924.193470 = -933685.043153
  nChanged 562
		SP:Iteration 2F (183546.670000 sec): 3 clusters
  Score: Raw -936924.409256 + Penalty 2924.193470 = -934000.215786
  nChanged 463
		SP:Iteration 3F (183546.780000 sec): 3 clusters
  Score: Raw -937195.318861 + Penalty 2924.193470 = -934271.125391
  nChanged 463
		SP:Iteration 4F (183546.910000 sec): 3 clusters
  Score: Raw -937486.662729 + Penalty 2924.193470 = -934562.469259
  nChanged 431
		SP:Iteration 5F (183547.040000 sec): 3 clusters
  Score: Raw -937750.848246 + Penalty 2924.193470 = -934826.654776
  nChanged 390
		SP:Iteration 6Q (183547.170000 sec): 3 clusters
  Score: Raw -937978.433046 + Penalty 2924.193470 = -935054.239576
  nChanged 342
		SP:Iteration 7Q (183547.300000 sec): 3 clusters
  Score: Raw -938173.303312 + Penalty 2924.193470 = -935249.109842
  nChanged 314
		SP:Iteration 8Q (183547.420000 sec): 3 clusters
  Score: Raw -938362.082265 + Penalty 2924.193470 = -935437.888795
  nChanged 293
		SP:Iteration 9Q (183547.540000 sec): 3 clusters
  Score: Raw -938550.885059 + Penalty 2924.193470 = -935626.691589
  nChanged 273
		SP:Iteration 10Q (183547.660000 sec): 3 clusters
  Score: Raw -938716.282658 + Penalty 2924.193470 = -935792.089187
  nChanged 235
		SP:Iteration 11Q (183547.780000 sec): 3 clusters
  Score: Raw -938859.895952 + Penalty 2924.193470 = -935935.702482
  nChanged 190
		SP:Iteration 12Q (183547.900000 sec): 3 clusters
  Score: Raw -938952.668271 + Penalty 2924.193470 = -936028.474801
  nChanged 150
		SP:Iteration 13Q (183548.010000 sec): 3 clusters
  Score: Raw -939017.721478 + Penalty 2924.193470 = -936093.528008
  nChanged 128
		SP:Iteration 14Q (183548.120000 sec): 3 clusters
  Score: Raw -939072.790452 + Penalty 2924.193470 = -936148.596982
  nChanged 111
		SP:Iteration 15Q (183548.260000 sec): 3 clusters
  Score: Raw -939119.704442 + Penalty 2924.193470 = -936195.510972
  nChanged 94
		SP:Iteration 16Q (183548.380000 sec): 3 clusters
  Score: Raw -939156.465905 + Penalty 2924.193470 = -936232.272435
  nChanged 89
		SP:Iteration 17Q (183548.510000 sec): 3 clusters
  Score: Raw -939189.448061 + Penalty 2924.193470 = -936265.254591
  nChanged 87
		SP:Iteration 18Q (183548.630000 sec): 3 clusters
  Score: Raw -939221.963068 + Penalty 2924.193470 = -936297.769598
  nChanged 71
		SP:Iteration 19Q (183548.760000 sec): 3 clusters
  Score: Raw -939244.565125 + Penalty 2924.193470 = -936320.371655
  nChanged 63
		SP:Iteration 20F (183548.880000 sec): 3 clusters
  Score: Raw -939264.400793 + Penalty 2924.193470 = -936340.207322
  nChanged 52
		SP:Iteration 21Q (183549.010000 sec): 3 clusters
  Score: Raw -939278.533585 + Penalty 2924.193470 = -936354.340114
  nChanged 42
		SP:Iteration 22Q (183549.130000 sec): 3 clusters
  Score: Raw -939288.567501 + Penalty 2924.193470 = -936364.374031
  nChanged 31
		SP:Iteration 23Q (183549.260000 sec): 3 clusters
  Score: Raw -939296.671146 + Penalty 2924.193470 = -936372.477676
  nChanged 25
		SP:Iteration 24Q (183549.380000 sec): 3 clusters
  Score: Raw -939303.441687 + Penalty 2924.193470 = -936379.248217
  nChanged 21
		SP:Iteration 25Q (183549.510000 sec): 3 clusters
  Score: Raw -939307.885705 + Penalty 2924.193470 = -936383.692234
  nChanged 10
		SP:Iteration 26Q (183549.630000 sec): 3 clusters
  Score: Raw -939310.103121 + Penalty 2924.193470 = -936385.909651
  nChanged 7
		SP:Iteration 27Q (183549.750000 sec): 3 clusters
  Score: Raw -939311.525290 + Penalty 2924.193470 = -936387.331820
  nChanged 11
		SP:Iteration 28Q (183549.880000 sec): 3 clusters
  Score: Raw -939314.489230 + Penalty 2924.193470 = -936390.295760
  nChanged 14
		SP:Iteration 29Q (183550.000000 sec): 3 clusters
  Score: Raw -939317.376250 + Penalty 2924.193470 = -936393.182780
  nChanged 19
		SP:Iteration 30Q (183550.130000 sec): 3 clusters
  Score: Raw -939323.112752 + Penalty 2924.193470 = -936398.919282
  nChanged 23
		SP:Iteration 31Q (183550.250000 sec): 3 clusters
  Score: Raw -939329.228147 + Penalty 2924.193470 = -936405.034677
  nChanged 20
		SP:Iteration 32Q (183550.370000 sec): 3 clusters
  Score: Raw -939334.531181 + Penalty 2924.193470 = -936410.337711
  nChanged 23
		SP:Iteration 33Q (183550.490000 sec): 3 clusters
  Score: Raw -939339.148629 + Penalty 2924.193470 = -936414.955159
  nChanged 15
		SP:Iteration 34Q (183550.620000 sec): 3 clusters
  Score: Raw -939342.364902 + Penalty 2924.193470 = -936418.171432
  nChanged 17
		SP:Iteration 35Q (183550.740000 sec): 3 clusters
  Score: Raw -939346.256619 + Penalty 2924.193470 = -936422.063149
  nChanged 13
		SP:Iteration 36Q (183550.870000 sec): 3 clusters
  Score: Raw -939350.000725 + Penalty 2924.193470 = -936425.807254
  nChanged 19
		SP:Iteration 37Q (183550.990000 sec): 3 clusters
  Score: Raw -939355.334741 + Penalty 2924.193470 = -936431.141271
  nChanged 15
		SP:Iteration 38Q (183551.110000 sec): 3 clusters
  Score: Raw -939358.857195 + Penalty 2924.193470 = -936434.663725
  nChanged 17
		SP:Iteration 39Q (183551.240000 sec): 3 clusters
  Score: Raw -939363.066454 + Penalty 2924.193470 = -936438.872984
  nChanged 21
		SP:Iteration 40F (183551.360000 sec): 3 clusters
  Score: Raw -939367.966540 + Penalty 2924.193470 = -936443.773070
  nChanged 22
		SP:Iteration 41Q (183551.490000 sec): 3 clusters
  Score: Raw -939373.298829 + Penalty 2924.193470 = -936449.105359
  nChanged 19
		SP:Iteration 42Q (183551.610000 sec): 3 clusters
  Score: Raw -939377.642624 + Penalty 2924.193470 = -936453.449154
  nChanged 19
		SP:Iteration 43Q (183551.730000 sec): 3 clusters
  Score: Raw -939382.716491 + Penalty 2924.193470 = -936458.523021
  nChanged 19
		SP:Iteration 44Q (183551.850000 sec): 3 clusters
  Score: Raw -939388.339396 + Penalty 2924.193470 = -936464.145926
  nChanged 20
		SP:Iteration 45Q (183551.980000 sec): 3 clusters
  Score: Raw -939394.429268 + Penalty 2924.193470 = -936470.235798
  nChanged 15
		SP:Iteration 46Q (183552.100000 sec): 3 clusters
  Score: Raw -939398.111772 + Penalty 2924.193470 = -936473.918301
  nChanged 15
		SP:Iteration 47Q (183552.220000 sec): 3 clusters
  Score: Raw -939402.751538 + Penalty 2924.193470 = -936478.558068
  nChanged 16
		SP:Iteration 48Q (183552.350000 sec): 3 clusters
  Score: Raw -939406.849584 + Penalty 2924.193470 = -936482.656114
  nChanged 14
		SP:Iteration 49Q (183552.470000 sec): 3 clusters
  Score: Raw -939410.398787 + Penalty 2924.193470 = -936486.205317
  nChanged 13
		SP:Iteration 50Q (183552.590000 sec): 3 clusters
  Score: Raw -939413.963185 + Penalty 2924.193470 = -936489.769715
  nChanged 14
		SP:Iteration 51Q (183552.710000 sec): 3 clusters
  Score: Raw -939418.905603 + Penalty 2924.193470 = -936494.712133
  nChanged 23
		SP:Iteration 52Q (183552.830000 sec): 3 clusters
  Score: Raw -939429.434198 + Penalty 2924.193470 = -936505.240728
  nChanged 23
		SP:Iteration 53Q (183552.950000 sec): 3 clusters
  Score: Raw -939439.510666 + Penalty 2924.193470 = -936515.317195
  nChanged 24
		SP:Iteration 54Q (183553.080000 sec): 3 clusters
  Score: Raw -939447.932809 + Penalty 2924.193470 = -936523.739339
  nChanged 16
		SP:Iteration 55Q (183553.200000 sec): 3 clusters
  Score: Raw -939453.096363 + Penalty 2924.193470 = -936528.902893
  nChanged 17
		SP:Iteration 56Q (183553.320000 sec): 3 clusters
  Score: Raw -939459.732926 + Penalty 2924.193470 = -936535.539456
  nChanged 12
		SP:Iteration 57Q (183553.440000 sec): 3 clusters
  Score: Raw -939463.634715 + Penalty 2924.193470 = -936539.441244
  nChanged 9
		SP:Iteration 58Q (183553.570000 sec): 3 clusters
  Score: Raw -939465.775498 + Penalty 2924.193470 = -936541.582028
  nChanged 5
		SP:Iteration 59Q (183553.690000 sec): 3 clusters
  Score: Raw -939467.312993 + Penalty 2924.193470 = -936543.119523
  nChanged 4
		SP:Iteration 60F (183553.810000 sec): 3 clusters
  Score: Raw -939468.538540 + Penalty 2924.193470 = -936544.345070
  nChanged 3
		SP:Iteration 61Q (183553.940000 sec): 3 clusters
  Score: Raw -939469.372533 + Penalty 2924.193470 = -936545.179063
  nChanged 4
		SP:Iteration 62Q (183554.060000 sec): 3 clusters
  Score: Raw -939470.413009 + Penalty 2924.193470 = -936546.219539
  nChanged 6
		SP:Iteration 63Q (183554.180000 sec): 3 clusters
  Score: Raw -939472.336895 + Penalty 2924.193470 = -936548.143424
  nChanged 7
		SP:Iteration 64Q (183554.300000 sec): 3 clusters
  Score: Raw -939473.742218 + Penalty 2924.193470 = -936549.548747
  nChanged 5
		SP:Iteration 65Q (183554.430000 sec): 3 clusters
  Score: Raw -939475.637157 + Penalty 2924.193470 = -936551.443687
  nChanged 6
		SP:Iteration 66Q (183554.550000 sec): 3 clusters
  Score: Raw -939477.681164 + Penalty 2924.193470 = -936553.487694
  nChanged 3
		SP:Iteration 67Q (183554.670000 sec): 3 clusters
  Score: Raw -939478.283862 + Penalty 2924.193470 = -936554.090392
  nChanged 4
		SP:Iteration 68Q (183554.790000 sec): 3 clusters
  Score: Raw -939479.219405 + Penalty 2924.193470 = -936555.025935
  nChanged 3
		SP:Iteration 69Q (183554.910000 sec): 3 clusters
  Score: Raw -939479.730532 + Penalty 2924.193470 = -936555.537062
  nChanged 3
		SP:Iteration 70Q (183555.040000 sec): 3 clusters
  Score: Raw -939480.281552 + Penalty 2924.193470 = -936556.088081
  nChanged 6
		SP:Iteration 71Q (183555.160000 sec): 3 clusters
  Score: Raw -939481.701585 + Penalty 2924.193470 = -936557.508114
  nChanged 6
		SP:Iteration 72Q (183555.280000 sec): 3 clusters
  Score: Raw -939482.334790 + Penalty 2924.193470 = -936558.141320
  nChanged 0
		SP:Iteration 73F (183555.410000 sec): 3 clusters
  Score: Raw -939482.334790 + Penalty 2924.193470 = -936558.141320
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183555.470000 sec): 2 clusters
  Score: Raw -64915.648375 + Penalty 1023.579253 = -63892.069122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183555.480000 sec): 3 clusters
  Score: Raw -64841.385668 + Penalty 2047.158505 = -62794.227163
  nChanged 143
		SP:Iteration 1F (183555.490000 sec): 3 clusters
  Score: Raw -65015.399892 + Penalty 2047.158505 = -62968.241387
  nChanged 44
		SP:Iteration 2F (183555.510000 sec): 3 clusters
  Score: Raw -65097.659305 + Penalty 2047.158505 = -63050.500799
  nChanged 30
		SP:Iteration 3F (183555.520000 sec): 3 clusters
  Score: Raw -65161.957304 + Penalty 2047.158505 = -63114.798799
  nChanged 22
		SP:Iteration 4Q (183555.530000 sec): 3 clusters
  Score: Raw -65211.237490 + Penalty 2047.158505 = -63164.078985
  nChanged 21
		SP:Iteration 5Q (183555.540000 sec): 3 clusters
  Score: Raw -65248.750920 + Penalty 2047.158505 = -63201.592415
  nChanged 17
		SP:Iteration 6Q (183555.550000 sec): 3 clusters
  Score: Raw -65272.486775 + Penalty 2047.158505 = -63225.328269
  nChanged 19
		SP:Iteration 7Q (183555.560000 sec): 3 clusters
  Score: Raw -65301.149674 + Penalty 2047.158505 = -63253.991169
  nChanged 12
		SP:Iteration 8Q (183555.570000 sec): 3 clusters
  Score: Raw -65319.565465 + Penalty 2047.158505 = -63272.406960
  nChanged 11
		SP:Iteration 9Q (183555.590000 sec): 3 clusters
  Score: Raw -65338.803422 + Penalty 2047.158505 = -63291.644916
  nChanged 11
		SP:Iteration 10Q (183555.590000 sec): 3 clusters
  Score: Raw -65366.452549 + Penalty 2047.158505 = -63319.294043
  nChanged 10
		SP:Iteration 11Q (183555.610000 sec): 3 clusters
  Score: Raw -65386.911560 + Penalty 2047.158505 = -63339.753055
  nChanged 11
		SP:Iteration 12Q (183555.620000 sec): 3 clusters
  Score: Raw -65416.242807 + Penalty 2047.158505 = -63369.084302
  nChanged 9
		SP:Iteration 13Q (183555.630000 sec): 3 clusters
  Score: Raw -65426.564176 + Penalty 2047.158505 = -63379.405671
  nChanged 4
		SP:Iteration 14Q (183555.640000 sec): 3 clusters
  Score: Raw -65433.459647 + Penalty 2047.158505 = -63386.301142
  nChanged 3
		SP:Iteration 15Q (183555.650000 sec): 3 clusters
  Score: Raw -65443.091788 + Penalty 2047.158505 = -63395.933282
  nChanged 4
		SP:Iteration 16Q (183555.660000 sec): 3 clusters
  Score: Raw -65463.387385 + Penalty 2047.158505 = -63416.228880
  nChanged 5
		SP:Iteration 17Q (183555.670000 sec): 3 clusters
  Score: Raw -65490.658275 + Penalty 2047.158505 = -63443.499770
  nChanged 3
		SP:Iteration 18Q (183555.680000 sec): 3 clusters
  Score: Raw -65507.961217 + Penalty 2047.158505 = -63460.802712
  nChanged 3
		SP:Iteration 19Q (183555.690000 sec): 3 clusters
  Score: Raw -65516.876455 + Penalty 2047.158505 = -63469.717950
  nChanged 3
		SP:Iteration 20F (183555.700000 sec): 3 clusters
  Score: Raw -65520.598719 + Penalty 2047.158505 = -63473.440213
  nChanged 1
		SP:Iteration 21Q (183555.710000 sec): 3 clusters
  Score: Raw -65522.002662 + Penalty 2047.158505 = -63474.844157
  nChanged 3
		SP:Iteration 22Q (183555.730000 sec): 3 clusters
  Score: Raw -65526.430592 + Penalty 2047.158505 = -63479.272086
  nChanged 1
		SP:Iteration 23Q (183555.730000 sec): 3 clusters
  Score: Raw -65527.863321 + Penalty 2047.158505 = -63480.704816
  nChanged 2
		SP:Iteration 24Q (183555.750000 sec): 3 clusters
  Score: Raw -65530.336963 + Penalty 2047.158505 = -63483.178458
  nChanged 1
		SP:Iteration 25Q (183555.760000 sec): 3 clusters
  Score: Raw -65531.874736 + Penalty 2047.158505 = -63484.716230
  nChanged 1
		SP:Iteration 26Q (183555.770000 sec): 3 clusters
  Score: Raw -65534.278489 + Penalty 2047.158505 = -63487.119984
  nChanged 1
		SP:Iteration 27Q (183555.780000 sec): 3 clusters
  Score: Raw -65535.529245 + Penalty 2047.158505 = -63488.370740
  nChanged 0
		SP:Iteration 28F (183555.790000 sec): 3 clusters
  Score: Raw -65535.529245 + Penalty 2047.158505 = -63488.370740
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183555.850000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183555.860000 sec): 3 clusters
  Score: Raw -61228.465123 + Penalty 2057.159294 = -59171.305829
  nChanged 126
		SP:Iteration 1F (183555.870000 sec): 3 clusters
  Score: Raw -61395.149972 + Penalty 2057.159294 = -59337.990677
  nChanged 40
		SP:Iteration 2F (183555.880000 sec): 3 clusters
  Score: Raw -61462.629135 + Penalty 2057.159294 = -59405.469840
  nChanged 18
		SP:Iteration 3Q (183555.890000 sec): 3 clusters
  Score: Raw -61490.692118 + Penalty 2057.159294 = -59433.532824
  nChanged 13
		SP:Iteration 4Q (183555.900000 sec): 3 clusters
  Score: Raw -61524.241984 + Penalty 2057.159294 = -59467.082689
  nChanged 11
		SP:Iteration 5Q (183555.910000 sec): 3 clusters
  Score: Raw -61539.015965 + Penalty 2057.159294 = -59481.856671
  nChanged 11
		SP:Iteration 6Q (183555.930000 sec): 3 clusters
  Score: Raw -61557.004255 + Penalty 2057.159294 = -59499.844961
  nChanged 5
		SP:Iteration 7Q (183555.930000 sec): 3 clusters
  Score: Raw -61565.012750 + Penalty 2057.159294 = -59507.853456
  nChanged 5
		SP:Iteration 8Q (183555.950000 sec): 3 clusters
  Score: Raw -61571.966612 + Penalty 2057.159294 = -59514.807318
  nChanged 6
		SP:Iteration 9Q (183555.960000 sec): 3 clusters
  Score: Raw -61585.047943 + Penalty 2057.159294 = -59527.888649
  nChanged 6
		SP:Iteration 10Q (183555.970000 sec): 3 clusters
  Score: Raw -61594.989895 + Penalty 2057.159294 = -59537.830601
  nChanged 4
		SP:Iteration 11Q (183555.980000 sec): 3 clusters
  Score: Raw -61602.748261 + Penalty 2057.159294 = -59545.588967
  nChanged 2
		SP:Iteration 12Q (183555.990000 sec): 3 clusters
  Score: Raw -61605.350445 + Penalty 2057.159294 = -59548.191151
  nChanged 4
		SP:Iteration 13Q (183556.000000 sec): 3 clusters
  Score: Raw -61608.944390 + Penalty 2057.159294 = -59551.785096
  nChanged 3
		SP:Iteration 14Q (183556.010000 sec): 3 clusters
  Score: Raw -61611.747151 + Penalty 2057.159294 = -59554.587857
  nChanged 3
		SP:Iteration 15Q (183556.020000 sec): 3 clusters
  Score: Raw -61616.389829 + Penalty 2057.159294 = -59559.230535
  nChanged 3
		SP:Iteration 16Q (183556.030000 sec): 3 clusters
  Score: Raw -61629.480172 + Penalty 2057.159294 = -59572.320878
  nChanged 3
		SP:Iteration 17Q (183556.050000 sec): 3 clusters
  Score: Raw -61637.922783 + Penalty 2057.159294 = -59580.763489
  nChanged 2
		SP:Iteration 18Q (183556.060000 sec): 3 clusters
  Score: Raw -61642.761970 + Penalty 2057.159294 = -59585.602676
  nChanged 2
		SP:Iteration 19Q (183556.070000 sec): 3 clusters
  Score: Raw -61644.614889 + Penalty 2057.159294 = -59587.455594
  nChanged 3
		SP:Iteration 20F (183556.080000 sec): 3 clusters
  Score: Raw -61647.427328 + Penalty 2057.159294 = -59590.268033
  nChanged 1
		SP:Iteration 21Q (183556.090000 sec): 3 clusters
  Score: Raw -61648.500691 + Penalty 2057.159294 = -59591.341397
  nChanged 4
		SP:Iteration 22Q (183556.100000 sec): 3 clusters
  Score: Raw -61654.711783 + Penalty 2057.159294 = -59597.552489
  nChanged 1
		SP:Iteration 23Q (183556.110000 sec): 3 clusters
  Score: Raw -61655.914938 + Penalty 2057.159294 = -59598.755644
  nChanged 3
		SP:Iteration 24Q (183556.120000 sec): 3 clusters
  Score: Raw -61659.030855 + Penalty 2057.159294 = -59601.871561
  nChanged 1
		SP:Iteration 25Q (183556.130000 sec): 3 clusters
  Score: Raw -61660.901059 + Penalty 2057.159294 = -59603.741764
  nChanged 3
		SP:Iteration 26Q (183556.150000 sec): 3 clusters
  Score: Raw -61665.845504 + Penalty 2057.159294 = -59608.686210
  nChanged 2
		SP:Iteration 27Q (183556.150000 sec): 3 clusters
  Score: Raw -61670.135821 + Penalty 2057.159294 = -59612.976526
  nChanged 1
		SP:Iteration 28Q (183556.170000 sec): 3 clusters
  Score: Raw -61672.775657 + Penalty 2057.159294 = -59615.616363
  nChanged 1
		SP:Iteration 29Q (183556.180000 sec): 3 clusters
  Score: Raw -61674.517304 + Penalty 2057.159294 = -59617.358009
  nChanged 1
		SP:Iteration 30Q (183556.190000 sec): 3 clusters
  Score: Raw -61674.973025 + Penalty 2057.159294 = -59617.813731
  nChanged 0
		SP:Iteration 31F (183556.200000 sec): 3 clusters
  Score: Raw -61674.973025 + Penalty 2057.159294 = -59617.813731
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183556.250000 sec): 2 clusters
  Score: Raw -18780.125002 + Penalty 856.862428 = -17923.262574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183556.250000 sec): 3 clusters
  Score: Raw -19124.040684 + Penalty 1713.724857 = -17410.315828
  nChanged 41
		SP:Iteration 1F (183556.260000 sec): 3 clusters
  Score: Raw -19300.765274 + Penalty 1713.724857 = -17587.040418
  nChanged 11
		SP:Iteration 2F (183556.270000 sec): 3 clusters
  Score: Raw -19365.079168 + Penalty 1713.724857 = -17651.354311
  nChanged 4
		SP:Iteration 3Q (183556.270000 sec): 3 clusters
  Score: Raw -19392.154819 + Penalty 1713.724857 = -17678.429962
  nChanged 2
		SP:Iteration 4Q (183556.270000 sec): 3 clusters
  Score: Raw -19405.445884 + Penalty 1713.724857 = -17691.721028
  nChanged 1
		SP:Iteration 5Q (183556.280000 sec): 3 clusters
  Score: Raw -19409.966336 + Penalty 1713.724857 = -17696.241479
  nChanged 1
		SP:Iteration 6Q (183556.280000 sec): 3 clusters
  Score: Raw -19424.185544 + Penalty 1713.724857 = -17710.460688
  nChanged 0
		SP:Iteration 7F (183556.290000 sec): 3 clusters
  Score: Raw -19424.185544 + Penalty 1713.724857 = -17710.460688
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183556.340000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183556.350000 sec): 3 clusters
  Score: Raw -21092.800443 + Penalty 1800.910652 = -19291.889791
  nChanged 53
		SP:Iteration 1F (183556.350000 sec): 3 clusters
  Score: Raw -21236.659204 + Penalty 1800.910652 = -19435.748551
  nChanged 14
		SP:Iteration 2F (183556.360000 sec): 3 clusters
  Score: Raw -21266.356723 + Penalty 1800.910652 = -19465.446071
  nChanged 6
		SP:Iteration 3Q (183556.370000 sec): 3 clusters
  Score: Raw -21284.182739 + Penalty 1800.910652 = -19483.272087
  nChanged 5
		SP:Iteration 4Q (183556.370000 sec): 3 clusters
  Score: Raw -21293.672299 + Penalty 1800.910652 = -19492.761647
  nChanged 1
		SP:Iteration 5Q (183556.380000 sec): 3 clusters
  Score: Raw -21306.595878 + Penalty 1800.910652 = -19505.685225
  nChanged 5
		SP:Iteration 6Q (183556.390000 sec): 3 clusters
  Score: Raw -21318.539999 + Penalty 1800.910652 = -19517.629347
  nChanged 0
		SP:Iteration 7F (183556.390000 sec): 3 clusters
  Score: Raw -21318.539999 + Penalty 1800.910652 = -19517.629347
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183556.440000 sec): 2 clusters
  Score: Raw -25375.489016 + Penalty 887.872668 = -24487.616348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183556.450000 sec): 3 clusters
  Score: Raw -25437.589084 + Penalty 1775.745337 = -23661.843747
  nChanged 35
		SP:Iteration 1F (183556.450000 sec): 3 clusters
  Score: Raw -25513.459328 + Penalty 1775.745337 = -23737.713991
  nChanged 15
		SP:Iteration 2F (183556.460000 sec): 3 clusters
  Score: Raw -25554.251486 + Penalty 1775.745337 = -23778.506150
  nChanged 1
		SP:Iteration 3Q (183556.460000 sec): 3 clusters
  Score: Raw -25557.005869 + Penalty 1775.745337 = -23781.260532
  nChanged 2
		SP:Iteration 4Q (183556.470000 sec): 3 clusters
  Score: Raw -25565.338899 + Penalty 1775.745337 = -23789.593562
  nChanged 2
		SP:Iteration 5Q (183556.470000 sec): 3 clusters
  Score: Raw -25583.915201 + Penalty 1775.745337 = -23808.169864
  nChanged 3
		SP:Iteration 6Q (183556.480000 sec): 3 clusters
  Score: Raw -25599.849419 + Penalty 1775.745337 = -23824.104083
  nChanged 2
		SP:Iteration 7Q (183556.490000 sec): 3 clusters
  Score: Raw -25606.486689 + Penalty 1775.745337 = -23830.741353
  nChanged 0
		SP:Iteration 8F (183556.490000 sec): 3 clusters
  Score: Raw -25606.486689 + Penalty 1775.745337 = -23830.741353
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183556.550000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183556.560000 sec): 3 clusters
  Score: Raw -67809.341982 + Penalty 2077.373062 = -65731.968920
  nChanged 160
		SP:Iteration 1F (183556.570000 sec): 3 clusters
  Score: Raw -68042.645149 + Penalty 2077.373062 = -65965.272087
  nChanged 40
		SP:Iteration 2F (183556.580000 sec): 3 clusters
  Score: Raw -68108.117158 + Penalty 2077.373062 = -66030.744097
  nChanged 25
		SP:Iteration 3Q (183556.590000 sec): 3 clusters
  Score: Raw -68140.993379 + Penalty 2077.373062 = -66063.620318
  nChanged 11
		SP:Iteration 4Q (183556.610000 sec): 3 clusters
  Score: Raw -68153.325580 + Penalty 2077.373062 = -66075.952518
  nChanged 5
		SP:Iteration 5Q (183556.620000 sec): 3 clusters
  Score: Raw -68157.565976 + Penalty 2077.373062 = -66080.192914
  nChanged 2
		SP:Iteration 6Q (183556.630000 sec): 3 clusters
  Score: Raw -68159.153515 + Penalty 2077.373062 = -66081.780453
  nChanged 3
		SP:Iteration 7Q (183556.640000 sec): 3 clusters
  Score: Raw -68162.157860 + Penalty 2077.373062 = -66084.784798
  nChanged 1
		SP:Iteration 8Q (183556.650000 sec): 3 clusters
  Score: Raw -68164.021587 + Penalty 2077.373062 = -66086.648526
  nChanged 2
		SP:Iteration 9Q (183556.670000 sec): 3 clusters
  Score: Raw -68165.585016 + Penalty 2077.373062 = -66088.211955
  nChanged 1
		SP:Iteration 10Q (183556.670000 sec): 3 clusters
  Score: Raw -68166.758929 + Penalty 2077.373062 = -66089.385867
  nChanged 0
		SP:Iteration 11F (183556.690000 sec): 3 clusters
  Score: Raw -68166.758929 + Penalty 2077.373062 = -66089.385867
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183556.750000 sec): 2 clusters
  Score: Raw -185409.168736 + Penalty 1197.662479 = -184211.506257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183556.780000 sec): 3 clusters
  Score: Raw -184770.357016 + Penalty 2395.324959 = -182375.032057
  nChanged 552
		SP:Iteration 1F (183556.810000 sec): 3 clusters
  Score: Raw -185157.574574 + Penalty 2395.324959 = -182762.249616
  nChanged 126
		SP:Iteration 2F (183556.840000 sec): 3 clusters
  Score: Raw -185254.463180 + Penalty 2395.324959 = -182859.138222
  nChanged 71
		SP:Iteration 3Q (183556.870000 sec): 3 clusters
  Score: Raw -185316.665179 + Penalty 2395.324959 = -182921.340220
  nChanged 56
		SP:Iteration 4Q (183556.900000 sec): 3 clusters
  Score: Raw -185361.000371 + Penalty 2395.324959 = -182965.675412
  nChanged 42
		SP:Iteration 5Q (183556.930000 sec): 3 clusters
  Score: Raw -185399.917803 + Penalty 2395.324959 = -183004.592844
  nChanged 41
		SP:Iteration 6Q (183556.960000 sec): 3 clusters
  Score: Raw -185436.777715 + Penalty 2395.324959 = -183041.452756
  nChanged 35
		SP:Iteration 7Q (183556.990000 sec): 3 clusters
  Score: Raw -185458.999542 + Penalty 2395.324959 = -183063.674584
  nChanged 25
		SP:Iteration 8Q (183557.020000 sec): 3 clusters
  Score: Raw -185469.568212 + Penalty 2395.324959 = -183074.243253
  nChanged 15
		SP:Iteration 9Q (183557.050000 sec): 3 clusters
  Score: Raw -185481.416361 + Penalty 2395.324959 = -183086.091403
  nChanged 12
		SP:Iteration 10Q (183557.080000 sec): 3 clusters
  Score: Raw -185490.776650 + Penalty 2395.324959 = -183095.451691
  nChanged 9
		SP:Iteration 11Q (183557.110000 sec): 3 clusters
  Score: Raw -185496.043335 + Penalty 2395.324959 = -183100.718376
  nChanged 9
		SP:Iteration 12Q (183557.130000 sec): 3 clusters
  Score: Raw -185501.445094 + Penalty 2395.324959 = -183106.120135
  nChanged 10
		SP:Iteration 13Q (183557.170000 sec): 3 clusters
  Score: Raw -185506.763146 + Penalty 2395.324959 = -183111.438188
  nChanged 6
		SP:Iteration 14Q (183557.190000 sec): 3 clusters
  Score: Raw -185510.456698 + Penalty 2395.324959 = -183115.131740
  nChanged 6
		SP:Iteration 15Q (183557.220000 sec): 3 clusters
  Score: Raw -185515.264076 + Penalty 2395.324959 = -183119.939117
  nChanged 7
		SP:Iteration 16Q (183557.250000 sec): 3 clusters
  Score: Raw -185518.833261 + Penalty 2395.324959 = -183123.508302
  nChanged 5
		SP:Iteration 17Q (183557.280000 sec): 3 clusters
  Score: Raw -185521.943307 + Penalty 2395.324959 = -183126.618348
  nChanged 7
		SP:Iteration 18Q (183557.310000 sec): 3 clusters
  Score: Raw -185524.802907 + Penalty 2395.324959 = -183129.477948
  nChanged 7
		SP:Iteration 19Q (183557.340000 sec): 3 clusters
  Score: Raw -185529.323144 + Penalty 2395.324959 = -183133.998185
  nChanged 7
		SP:Iteration 20F (183557.370000 sec): 3 clusters
  Score: Raw -185532.223837 + Penalty 2395.324959 = -183136.898878
  nChanged 3
		SP:Iteration 21Q (183557.400000 sec): 3 clusters
  Score: Raw -185534.952768 + Penalty 2395.324959 = -183139.627809
  nChanged 3
		SP:Iteration 22Q (183557.430000 sec): 3 clusters
  Score: Raw -185536.909835 + Penalty 2395.324959 = -183141.584876
  nChanged 4
		SP:Iteration 23Q (183557.450000 sec): 3 clusters
  Score: Raw -185538.511830 + Penalty 2395.324959 = -183143.186871
  nChanged 0
		SP:Iteration 24F (183557.490000 sec): 3 clusters
  Score: Raw -185538.511830 + Penalty 2395.324959 = -183143.186871
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183557.670000 sec): 2 clusters
  Score: Raw -2162863.729947 + Penalty 1588.137046 = -2161275.592902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183557.960000 sec): 3 clusters
  Score: Raw -2152347.939319 + Penalty 3176.274092 = -2149171.665227
  nChanged 7951
		SP:Iteration 1F (183558.160000 sec): 3 clusters
  Score: Raw -2156709.196857 + Penalty 3176.274092 = -2153532.922766
  nChanged 919
		SP:Iteration 2F (183558.360000 sec): 3 clusters
  Score: Raw -2157022.632137 + Penalty 3176.274092 = -2153846.358045
  nChanged 798
		SP:Iteration 3Q (183558.570000 sec): 3 clusters
  Score: Raw -2157295.752912 + Penalty 3176.274092 = -2154119.478820
  nChanged 741
		SP:Iteration 4Q (183558.810000 sec): 3 clusters
  Score: Raw -2157568.872732 + Penalty 3176.274092 = -2154392.598640
  nChanged 705
		SP:Iteration 5Q (183559.010000 sec): 3 clusters
  Score: Raw -2157842.201889 + Penalty 3176.274092 = -2154665.927798
  nChanged 725
		SP:Iteration 6Q (183559.210000 sec): 3 clusters
  Score: Raw -2158127.218206 + Penalty 3176.274092 = -2154950.944115
  nChanged 724
		SP:Iteration 7Q (183559.420000 sec): 3 clusters
  Score: Raw -2158484.888130 + Penalty 3176.274092 = -2155308.614038
  nChanged 815
		SP:Iteration 8Q (183559.680000 sec): 3 clusters
  Score: Raw -2158943.977413 + Penalty 3176.274092 = -2155767.703321
  nChanged 874
		SP:Iteration 9Q (183559.880000 sec): 3 clusters
  Score: Raw -2159477.688149 + Penalty 3176.274092 = -2156301.414058
  nChanged 910
		SP:Iteration 10F (183560.090000 sec): 3 clusters
  Score: Raw -2160106.797641 + Penalty 3176.274092 = -2156930.523550
  nChanged 888
		SP:Iteration 11F (183560.350000 sec): 3 clusters
  Score: Raw -2160797.852078 + Penalty 3176.274092 = -2157621.577987
  nChanged 769
		SP:Iteration 12Q (183560.550000 sec): 3 clusters
  Score: Raw -2161413.181111 + Penalty 3176.274092 = -2158236.907020
  nChanged 612
		SP:Iteration 13Q (183560.740000 sec): 3 clusters
  Score: Raw -2161909.715127 + Penalty 3176.274092 = -2158733.441036
  nChanged 471
		SP:Iteration 14Q (183560.930000 sec): 3 clusters
  Score: Raw -2162255.282060 + Penalty 3176.274092 = -2159079.007969
  nChanged 368
		SP:Iteration 15Q (183561.120000 sec): 3 clusters
  Score: Raw -2162509.502231 + Penalty 3176.274092 = -2159333.228139
  nChanged 250
		SP:Iteration 16Q (183561.370000 sec): 3 clusters
  Score: Raw -2162671.313647 + Penalty 3176.274092 = -2159495.039555
  nChanged 183
		SP:Iteration 17Q (183561.590000 sec): 3 clusters
  Score: Raw -2162779.740333 + Penalty 3176.274092 = -2159603.466241
  nChanged 105
		SP:Iteration 18Q (183561.770000 sec): 3 clusters
  Score: Raw -2162843.075196 + Penalty 3176.274092 = -2159666.801105
  nChanged 98
		SP:Iteration 19Q (183561.950000 sec): 3 clusters
  Score: Raw -2162899.445136 + Penalty 3176.274092 = -2159723.171045
  nChanged 86
		SP:Iteration 20F (183562.150000 sec): 3 clusters
  Score: Raw -2162945.560057 + Penalty 3176.274092 = -2159769.285965
  nChanged 73
		SP:Iteration 21Q (183562.330000 sec): 3 clusters
  Score: Raw -2162983.599577 + Penalty 3176.274092 = -2159807.325486
  nChanged 51
		SP:Iteration 22Q (183562.510000 sec): 3 clusters
  Score: Raw -2163006.984360 + Penalty 3176.274092 = -2159830.710268
  nChanged 34
		SP:Iteration 23Q (183562.700000 sec): 3 clusters
  Score: Raw -2163022.855460 + Penalty 3176.274092 = -2159846.581368
  nChanged 33
		SP:Iteration 24Q (183562.940000 sec): 3 clusters
  Score: Raw -2163037.546831 + Penalty 3176.274092 = -2159861.272739
  nChanged 31
		SP:Iteration 25Q (183563.160000 sec): 3 clusters
  Score: Raw -2163055.052197 + Penalty 3176.274092 = -2159878.778106
  nChanged 27
		SP:Iteration 26Q (183563.370000 sec): 3 clusters
  Score: Raw -2163069.509423 + Penalty 3176.274092 = -2159893.235332
  nChanged 31
		SP:Iteration 27Q (183563.550000 sec): 3 clusters
  Score: Raw -2163083.086955 + Penalty 3176.274092 = -2159906.812864
  nChanged 22
		SP:Iteration 28Q (183563.730000 sec): 3 clusters
  Score: Raw -2163093.365396 + Penalty 3176.274092 = -2159917.091304
  nChanged 20
		SP:Iteration 29Q (183563.910000 sec): 3 clusters
  Score: Raw -2163104.097689 + Penalty 3176.274092 = -2159927.823597
  nChanged 14
		SP:Iteration 30Q (183564.090000 sec): 3 clusters
  Score: Raw -2163109.407930 + Penalty 3176.274092 = -2159933.133838
  nChanged 8
		SP:Iteration 31Q (183564.260000 sec): 3 clusters
  Score: Raw -2163113.734711 + Penalty 3176.274092 = -2159937.460620
  nChanged 7
		SP:Iteration 32Q (183564.440000 sec): 3 clusters
  Score: Raw -2163117.450410 + Penalty 3176.274092 = -2159941.176319
  nChanged 10
		SP:Iteration 33Q (183564.620000 sec): 3 clusters
  Score: Raw -2163121.438861 + Penalty 3176.274092 = -2159945.164769
  nChanged 11
		SP:Iteration 34Q (183564.800000 sec): 3 clusters
  Score: Raw -2163129.229699 + Penalty 3176.274092 = -2159952.955608
  nChanged 17
		SP:Iteration 35Q (183564.970000 sec): 3 clusters
  Score: Raw -2163141.235288 + Penalty 3176.274092 = -2159964.961197
  nChanged 19
		SP:Iteration 36Q (183565.150000 sec): 3 clusters
  Score: Raw -2163154.718642 + Penalty 3176.274092 = -2159978.444551
  nChanged 18
		SP:Iteration 37Q (183565.330000 sec): 3 clusters
  Score: Raw -2163165.198100 + Penalty 3176.274092 = -2159988.924009
  nChanged 15
		SP:Iteration 38Q (183565.510000 sec): 3 clusters
  Score: Raw -2163176.409592 + Penalty 3176.274092 = -2160000.135501
  nChanged 21
		SP:Iteration 39Q (183565.680000 sec): 3 clusters
  Score: Raw -2163190.801430 + Penalty 3176.274092 = -2160014.527338
  nChanged 12
		SP:Iteration 40F (183565.880000 sec): 3 clusters
  Score: Raw -2163196.352510 + Penalty 3176.274092 = -2160020.078418
  nChanged 11
		SP:Iteration 41Q (183566.060000 sec): 3 clusters
  Score: Raw -2163201.923670 + Penalty 3176.274092 = -2160025.649579
  nChanged 10
		SP:Iteration 42Q (183566.230000 sec): 3 clusters
  Score: Raw -2163209.300776 + Penalty 3176.274092 = -2160033.026684
  nChanged 8
		SP:Iteration 43Q (183566.410000 sec): 3 clusters
  Score: Raw -2163212.235778 + Penalty 3176.274092 = -2160035.961686
  nChanged 9
		SP:Iteration 44Q (183566.590000 sec): 3 clusters
  Score: Raw -2163218.620957 + Penalty 3176.274092 = -2160042.346866
  nChanged 9
		SP:Iteration 45Q (183566.760000 sec): 3 clusters
  Score: Raw -2163223.453111 + Penalty 3176.274092 = -2160047.179020
  nChanged 8
		SP:Iteration 46Q (183566.940000 sec): 3 clusters
  Score: Raw -2163227.377388 + Penalty 3176.274092 = -2160051.103297
  nChanged 4
		SP:Iteration 47Q (183567.110000 sec): 3 clusters
  Score: Raw -2163229.172610 + Penalty 3176.274092 = -2160052.898519
  nChanged 5
		SP:Iteration 48Q (183567.290000 sec): 3 clusters
  Score: Raw -2163232.704352 + Penalty 3176.274092 = -2160056.430260
  nChanged 5
		SP:Iteration 49Q (183567.470000 sec): 3 clusters
  Score: Raw -2163236.295081 + Penalty 3176.274092 = -2160060.020990
  nChanged 5
		SP:Iteration 50Q (183567.650000 sec): 3 clusters
  Score: Raw -2163239.073331 + Penalty 3176.274092 = -2160062.799239
  nChanged 5
		SP:Iteration 51Q (183567.820000 sec): 3 clusters
  Score: Raw -2163241.217126 + Penalty 3176.274092 = -2160064.943035
  nChanged 3
		SP:Iteration 52Q (183568.000000 sec): 3 clusters
  Score: Raw -2163242.195456 + Penalty 3176.274092 = -2160065.921365
  nChanged 1
		SP:Iteration 53Q (183568.170000 sec): 3 clusters
  Score: Raw -2163242.699983 + Penalty 3176.274092 = -2160066.425891
  nChanged 2
		SP:Iteration 54Q (183568.370000 sec): 3 clusters
  Score: Raw -2163243.144690 + Penalty 3176.274092 = -2160066.870598
  nChanged 1
		SP:Iteration 55Q (183568.540000 sec): 3 clusters
  Score: Raw -2163243.280614 + Penalty 3176.274092 = -2160067.006522
  nChanged 0
		SP:Iteration 56F (183568.740000 sec): 3 clusters
  Score: Raw -2163243.280614 + Penalty 3176.274092 = -2160067.006522
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183568.820000 sec): 2 clusters
  Score: Raw -716360.933231 + Penalty 1403.961771 = -714956.971460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183568.940000 sec): 3 clusters
  Score: Raw -713378.300526 + Penalty 2807.923542 = -710570.376985
  nChanged 2323
		SP:Iteration 1F (183569.040000 sec): 3 clusters
  Score: Raw -714665.729346 + Penalty 2807.923542 = -711857.805804
  nChanged 373
		SP:Iteration 2F (183569.140000 sec): 3 clusters
  Score: Raw -714848.984610 + Penalty 2807.923542 = -712041.061068
  nChanged 292
		SP:Iteration 3F (183569.230000 sec): 3 clusters
  Score: Raw -714997.414672 + Penalty 2807.923542 = -712189.491131
  nChanged 247
		SP:Iteration 4Q (183569.330000 sec): 3 clusters
  Score: Raw -715132.190794 + Penalty 2807.923542 = -712324.267252
  nChanged 239
		SP:Iteration 5Q (183569.420000 sec): 3 clusters
  Score: Raw -715262.631718 + Penalty 2807.923542 = -712454.708176
  nChanged 234
		SP:Iteration 6Q (183569.520000 sec): 3 clusters
  Score: Raw -715388.931104 + Penalty 2807.923542 = -712581.007562
  nChanged 212
		SP:Iteration 7Q (183569.620000 sec): 3 clusters
  Score: Raw -715507.730683 + Penalty 2807.923542 = -712699.807142
  nChanged 196
		SP:Iteration 8Q (183569.720000 sec): 3 clusters
  Score: Raw -715626.680637 + Penalty 2807.923542 = -712818.757096
  nChanged 201
		SP:Iteration 9Q (183569.820000 sec): 3 clusters
  Score: Raw -715763.250203 + Penalty 2807.923542 = -712955.326661
  nChanged 204
		SP:Iteration 10Q (183569.920000 sec): 3 clusters
  Score: Raw -715906.255210 + Penalty 2807.923542 = -713098.331669
  nChanged 165
		SP:Iteration 11Q (183570.010000 sec): 3 clusters
  Score: Raw -716033.429493 + Penalty 2807.923542 = -713225.505951
  nChanged 147
		SP:Iteration 12Q (183570.110000 sec): 3 clusters
  Score: Raw -716131.121809 + Penalty 2807.923542 = -713323.198267
  nChanged 103
		SP:Iteration 13Q (183570.200000 sec): 3 clusters
  Score: Raw -716196.020537 + Penalty 2807.923542 = -713388.096995
  nChanged 104
		SP:Iteration 14Q (183570.300000 sec): 3 clusters
  Score: Raw -716256.119769 + Penalty 2807.923542 = -713448.196228
  nChanged 78
		SP:Iteration 15Q (183570.390000 sec): 3 clusters
  Score: Raw -716304.673715 + Penalty 2807.923542 = -713496.750173
  nChanged 70
		SP:Iteration 16Q (183570.480000 sec): 3 clusters
  Score: Raw -716351.390817 + Penalty 2807.923542 = -713543.467275
  nChanged 53
		SP:Iteration 17Q (183570.580000 sec): 3 clusters
  Score: Raw -716387.577222 + Penalty 2807.923542 = -713579.653680
  nChanged 43
		SP:Iteration 18Q (183570.670000 sec): 3 clusters
  Score: Raw -716410.102822 + Penalty 2807.923542 = -713602.179280
  nChanged 34
		SP:Iteration 19Q (183570.760000 sec): 3 clusters
  Score: Raw -716428.420815 + Penalty 2807.923542 = -713620.497274
  nChanged 24
		SP:Iteration 20F (183570.850000 sec): 3 clusters
  Score: Raw -716439.623606 + Penalty 2807.923542 = -713631.700064
  nChanged 20
		SP:Iteration 21Q (183570.940000 sec): 3 clusters
  Score: Raw -716449.091092 + Penalty 2807.923542 = -713641.167550
  nChanged 15
		SP:Iteration 22Q (183571.030000 sec): 3 clusters
  Score: Raw -716456.189796 + Penalty 2807.923542 = -713648.266255
  nChanged 7
		SP:Iteration 23Q (183571.120000 sec): 3 clusters
  Score: Raw -716459.466013 + Penalty 2807.923542 = -713651.542471
  nChanged 8
		SP:Iteration 24Q (183571.210000 sec): 3 clusters
  Score: Raw -716463.379038 + Penalty 2807.923542 = -713655.455496
  nChanged 10
		SP:Iteration 25Q (183571.300000 sec): 3 clusters
  Score: Raw -716467.699613 + Penalty 2807.923542 = -713659.776071
  nChanged 7
		SP:Iteration 26Q (183571.390000 sec): 3 clusters
  Score: Raw -716471.408292 + Penalty 2807.923542 = -713663.484750
  nChanged 9
		SP:Iteration 27Q (183571.480000 sec): 3 clusters
  Score: Raw -716475.489081 + Penalty 2807.923542 = -713667.565539
  nChanged 5
		SP:Iteration 28Q (183571.570000 sec): 3 clusters
  Score: Raw -716476.976157 + Penalty 2807.923542 = -713669.052615
  nChanged 6
		SP:Iteration 29Q (183571.660000 sec): 3 clusters
  Score: Raw -716478.862006 + Penalty 2807.923542 = -713670.938464
  nChanged 6
		SP:Iteration 30Q (183571.750000 sec): 3 clusters
  Score: Raw -716481.402887 + Penalty 2807.923542 = -713673.479345
  nChanged 6
		SP:Iteration 31Q (183571.840000 sec): 3 clusters
  Score: Raw -716483.424292 + Penalty 2807.923542 = -713675.500751
  nChanged 5
		SP:Iteration 32Q (183571.930000 sec): 3 clusters
  Score: Raw -716485.027955 + Penalty 2807.923542 = -713677.104413
  nChanged 3
		SP:Iteration 33Q (183572.020000 sec): 3 clusters
  Score: Raw -716485.805455 + Penalty 2807.923542 = -713677.881913
  nChanged 3
		SP:Iteration 34Q (183572.110000 sec): 3 clusters
  Score: Raw -716487.066294 + Penalty 2807.923542 = -713679.142752
  nChanged 3
		SP:Iteration 35Q (183572.200000 sec): 3 clusters
  Score: Raw -716487.938064 + Penalty 2807.923542 = -713680.014523
  nChanged 0
		SP:Iteration 36F (183572.300000 sec): 3 clusters
  Score: Raw -716487.938064 + Penalty 2807.923542 = -713680.014523
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183572.350000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183572.360000 sec): 3 clusters
  Score: Raw -44606.040595 + Penalty 1956.042795 = -42649.997800
  nChanged 97
		SP:Iteration 1F (183572.370000 sec): 3 clusters
  Score: Raw -44752.085216 + Penalty 1956.042795 = -42796.042422
  nChanged 21
		SP:Iteration 2F (183572.380000 sec): 3 clusters
  Score: Raw -44795.958299 + Penalty 1956.042795 = -42839.915504
  nChanged 9
		SP:Iteration 3Q (183572.390000 sec): 3 clusters
  Score: Raw -44810.092867 + Penalty 1956.042795 = -42854.050072
  nChanged 3
		SP:Iteration 4Q (183572.400000 sec): 3 clusters
  Score: Raw -44815.986442 + Penalty 1956.042795 = -42859.943648
  nChanged 3
		SP:Iteration 5Q (183572.400000 sec): 3 clusters
  Score: Raw -44820.481716 + Penalty 1956.042795 = -42864.438921
  nChanged 3
		SP:Iteration 6Q (183572.410000 sec): 3 clusters
  Score: Raw -44824.525523 + Penalty 1956.042795 = -42868.482728
  nChanged 3
		SP:Iteration 7Q (183572.420000 sec): 3 clusters
  Score: Raw -44827.984616 + Penalty 1956.042795 = -42871.941822
  nChanged 1
		SP:Iteration 8Q (183572.430000 sec): 3 clusters
  Score: Raw -44829.862844 + Penalty 1956.042795 = -42873.820050
  nChanged 2
		SP:Iteration 9Q (183572.440000 sec): 3 clusters
  Score: Raw -44831.639688 + Penalty 1956.042795 = -42875.596893
  nChanged 0
		SP:Iteration 10F (183572.450000 sec): 3 clusters
  Score: Raw -44831.639688 + Penalty 1956.042795 = -42875.596893
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183572.520000 sec): 2 clusters
  Score: Raw -300914.487643 + Penalty 1292.528427 = -299621.959216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183572.570000 sec): 3 clusters
  Score: Raw -299548.489418 + Penalty 2585.056853 = -296963.432564
  nChanged 1150
		SP:Iteration 1F (183572.620000 sec): 3 clusters
  Score: Raw -300337.076372 + Penalty 2585.056853 = -297752.019519
  nChanged 222
		SP:Iteration 2F (183572.680000 sec): 3 clusters
  Score: Raw -300484.702472 + Penalty 2585.056853 = -297899.645618
  nChanged 128
		SP:Iteration 3Q (183572.730000 sec): 3 clusters
  Score: Raw -300583.836621 + Penalty 2585.056853 = -297998.779768
  nChanged 125
		SP:Iteration 4Q (183572.780000 sec): 3 clusters
  Score: Raw -300671.928046 + Penalty 2585.056853 = -298086.871192
  nChanged 100
		SP:Iteration 5Q (183572.840000 sec): 3 clusters
  Score: Raw -300743.606940 + Penalty 2585.056853 = -298158.550087
  nChanged 108
		SP:Iteration 6Q (183572.890000 sec): 3 clusters
  Score: Raw -300818.148217 + Penalty 2585.056853 = -298233.091364
  nChanged 105
		SP:Iteration 7Q (183572.940000 sec): 3 clusters
  Score: Raw -300904.514706 + Penalty 2585.056853 = -298319.457853
  nChanged 99
		SP:Iteration 8Q (183572.990000 sec): 3 clusters
  Score: Raw -300975.396246 + Penalty 2585.056853 = -298390.339393
  nChanged 74
		SP:Iteration 9Q (183573.040000 sec): 3 clusters
  Score: Raw -301033.305933 + Penalty 2585.056853 = -298448.249080
  nChanged 77
		SP:Iteration 10Q (183573.090000 sec): 3 clusters
  Score: Raw -301090.208325 + Penalty 2585.056853 = -298505.151472
  nChanged 64
		SP:Iteration 11Q (183573.140000 sec): 3 clusters
  Score: Raw -301131.275761 + Penalty 2585.056853 = -298546.218908
  nChanged 51
		SP:Iteration 12Q (183573.200000 sec): 3 clusters
  Score: Raw -301158.348844 + Penalty 2585.056853 = -298573.291991
  nChanged 30
		SP:Iteration 13Q (183573.250000 sec): 3 clusters
  Score: Raw -301171.001666 + Penalty 2585.056853 = -298585.944813
  nChanged 21
		SP:Iteration 14Q (183573.300000 sec): 3 clusters
  Score: Raw -301179.432338 + Penalty 2585.056853 = -298594.375485
  nChanged 15
		SP:Iteration 15Q (183573.350000 sec): 3 clusters
  Score: Raw -301184.720728 + Penalty 2585.056853 = -298599.663875
  nChanged 10
		SP:Iteration 16Q (183573.400000 sec): 3 clusters
  Score: Raw -301189.248894 + Penalty 2585.056853 = -298604.192041
  nChanged 14
		SP:Iteration 17Q (183573.460000 sec): 3 clusters
  Score: Raw -301194.815053 + Penalty 2585.056853 = -298609.758200
  nChanged 9
		SP:Iteration 18Q (183573.510000 sec): 3 clusters
  Score: Raw -301198.475456 + Penalty 2585.056853 = -298613.418602
  nChanged 6
		SP:Iteration 19Q (183573.560000 sec): 3 clusters
  Score: Raw -301201.457154 + Penalty 2585.056853 = -298616.400300
  nChanged 4
		SP:Iteration 20F (183573.610000 sec): 3 clusters
  Score: Raw -301202.604989 + Penalty 2585.056853 = -298617.548136
  nChanged 4
		SP:Iteration 21Q (183573.660000 sec): 3 clusters
  Score: Raw -301204.488151 + Penalty 2585.056853 = -298619.431298
  nChanged 4
		SP:Iteration 22Q (183573.710000 sec): 3 clusters
  Score: Raw -301205.455483 + Penalty 2585.056853 = -298620.398629
  nChanged 1
		SP:Iteration 23Q (183573.760000 sec): 3 clusters
  Score: Raw -301206.206229 + Penalty 2585.056853 = -298621.149375
  nChanged 0
		SP:Iteration 24F (183573.820000 sec): 3 clusters
  Score: Raw -301206.206229 + Penalty 2585.056853 = -298621.149375
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183573.870000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183573.880000 sec): 3 clusters
  Score: Raw -14340.615611 + Penalty 1643.279887 = -12697.335724
  nChanged 13
		SP:Iteration 1F (183573.880000 sec): 3 clusters
  Score: Raw -14391.510199 + Penalty 1643.279887 = -12748.230312
  nChanged 5
		SP:Iteration 2Q (183573.880000 sec): 3 clusters
  Score: Raw -14414.278219 + Penalty 1643.279887 = -12770.998333
  nChanged 3
		SP:Iteration 3Q (183573.890000 sec): 3 clusters
  Score: Raw -14427.494402 + Penalty 1643.279887 = -12784.214516
  nChanged 1
		SP:Iteration 4Q (183573.890000 sec): 3 clusters
  Score: Raw -14432.082766 + Penalty 1643.279887 = -12788.802879
  nChanged 0
		SP:Iteration 5F (183573.900000 sec): 3 clusters
  Score: Raw -14432.082766 + Penalty 1643.279887 = -12788.802879
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183574.400000 sec): 2 clusters
  Score: Raw -9295869.957024 + Penalty 1827.506799 = -9294042.450225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183575.120000 sec): 3 clusters
  Score: Raw -9246390.030197 + Penalty 3655.013598 = -9242735.016599
  nChanged 36542
		SP:Iteration 1F (183575.800000 sec): 3 clusters
  Score: Raw -9267862.907307 + Penalty 3655.013598 = -9264207.893709
  nChanged 3590
		SP:Iteration 2Q (183576.470000 sec): 3 clusters
  Score: Raw -9269167.909458 + Penalty 3655.013598 = -9265512.895860
  nChanged 4219
		SP:Iteration 3F (183577.170000 sec): 3 clusters
  Score: Raw -9271162.985874 + Penalty 3655.013598 = -9267507.972276
  nChanged 5015
		SP:Iteration 4F (183577.850000 sec): 3 clusters
  Score: Raw -9274088.379993 + Penalty 3655.013598 = -9270433.366395
  nChanged 5551
		SP:Iteration 5F (183578.510000 sec): 3 clusters
  Score: Raw -9277908.952756 + Penalty 3655.013598 = -9274253.939159
  nChanged 5429
		SP:Iteration 6F (183579.210000 sec): 3 clusters
  Score: Raw -9282098.860077 + Penalty 3655.013598 = -9278443.846479
  nChanged 4806
		SP:Iteration 7F (183579.890000 sec): 3 clusters
  Score: Raw -9286173.329164 + Penalty 3655.013598 = -9282518.315567
  nChanged 3890
		SP:Iteration 8F (183580.550000 sec): 3 clusters
  Score: Raw -9289700.968092 + Penalty 3655.013598 = -9286045.954494
  nChanged 2824
		SP:Iteration 9Q (183581.180000 sec): 3 clusters
  Score: Raw -9292340.022321 + Penalty 3655.013598 = -9288685.008723
  nChanged 1727
		SP:Iteration 10Q (183581.810000 sec): 3 clusters
  Score: Raw -9293989.029821 + Penalty 3655.013598 = -9290334.016223
  nChanged 990
		SP:Iteration 11Q (183582.440000 sec): 3 clusters
  Score: Raw -9294896.822552 + Penalty 3655.013598 = -9291241.808954
  nChanged 533
		SP:Iteration 12Q (183583.070000 sec): 3 clusters
  Score: Raw -9295383.118052 + Penalty 3655.013598 = -9291728.104454
  nChanged 332
		SP:Iteration 13Q (183583.650000 sec): 3 clusters
  Score: Raw -9295684.434403 + Penalty 3655.013598 = -9292029.420806
  nChanged 192
		SP:Iteration 14Q (183584.270000 sec): 3 clusters
  Score: Raw -9295836.145235 + Penalty 3655.013598 = -9292181.131637
  nChanged 141
		SP:Iteration 15Q (183584.850000 sec): 3 clusters
  Score: Raw -9295936.355583 + Penalty 3655.013598 = -9292281.341985
  nChanged 103
		SP:Iteration 16Q (183585.440000 sec): 3 clusters
  Score: Raw -9295995.483174 + Penalty 3655.013598 = -9292340.469576
  nChanged 71
		SP:Iteration 17Q (183586.010000 sec): 3 clusters
  Score: Raw -9296031.094908 + Penalty 3655.013598 = -9292376.081311
  nChanged 52
		SP:Iteration 18Q (183586.630000 sec): 3 clusters
  Score: Raw -9296057.895483 + Penalty 3655.013598 = -9292402.881885
  nChanged 44
		SP:Iteration 19Q (183587.260000 sec): 3 clusters
  Score: Raw -9296080.908143 + Penalty 3655.013598 = -9292425.894545
  nChanged 37
		SP:Iteration 20F (183587.910000 sec): 3 clusters
  Score: Raw -9296099.980702 + Penalty 3655.013598 = -9292444.967104
  nChanged 26
		SP:Iteration 21Q (183588.480000 sec): 3 clusters
  Score: Raw -9296113.878799 + Penalty 3655.013598 = -9292458.865202
  nChanged 23
		SP:Iteration 22Q (183589.110000 sec): 3 clusters
  Score: Raw -9296127.525836 + Penalty 3655.013598 = -9292472.512238
  nChanged 21
		SP:Iteration 23Q (183589.670000 sec): 3 clusters
  Score: Raw -9296137.415430 + Penalty 3655.013598 = -9292482.401832
  nChanged 17
		SP:Iteration 24Q (183590.280000 sec): 3 clusters
  Score: Raw -9296145.813590 + Penalty 3655.013598 = -9292490.799992
  nChanged 14
		SP:Iteration 25Q (183590.850000 sec): 3 clusters
  Score: Raw -9296152.580513 + Penalty 3655.013598 = -9292497.566916
  nChanged 11
		SP:Iteration 26Q (183591.470000 sec): 3 clusters
  Score: Raw -9296157.429738 + Penalty 3655.013598 = -9292502.416140
  nChanged 7
		SP:Iteration 27Q (183592.050000 sec): 3 clusters
  Score: Raw -9296161.005223 + Penalty 3655.013598 = -9292505.991625
  nChanged 10
		SP:Iteration 28Q (183592.670000 sec): 3 clusters
  Score: Raw -9296165.165740 + Penalty 3655.013598 = -9292510.152142
  nChanged 10
		SP:Iteration 29Q (183593.260000 sec): 3 clusters
  Score: Raw -9296168.947780 + Penalty 3655.013598 = -9292513.934182
  nChanged 6
		SP:Iteration 30Q (183593.860000 sec): 3 clusters
  Score: Raw -9296172.295216 + Penalty 3655.013598 = -9292517.281618
  nChanged 3
		SP:Iteration 31Q (183594.470000 sec): 3 clusters
  Score: Raw -9296174.157060 + Penalty 3655.013598 = -9292519.143462
  nChanged 3
		SP:Iteration 32Q (183595.040000 sec): 3 clusters
  Score: Raw -9296175.592165 + Penalty 3655.013598 = -9292520.578568
  nChanged 4
		SP:Iteration 33Q (183595.660000 sec): 3 clusters
  Score: Raw -9296176.833460 + Penalty 3655.013598 = -9292521.819862
  nChanged 2
		SP:Iteration 34Q (183596.230000 sec): 3 clusters
  Score: Raw -9296177.811223 + Penalty 3655.013598 = -9292522.797625
  nChanged 1
		SP:Iteration 35Q (183596.850000 sec): 3 clusters
  Score: Raw -9296178.198815 + Penalty 3655.013598 = -9292523.185217
  nChanged 3
		SP:Iteration 36Q (183597.420000 sec): 3 clusters
  Score: Raw -9296179.264569 + Penalty 3655.013598 = -9292524.250971
  nChanged 3
		SP:Iteration 37Q (183598.050000 sec): 3 clusters
  Score: Raw -9296180.094417 + Penalty 3655.013598 = -9292525.080819
  nChanged 2
		SP:Iteration 38Q (183598.610000 sec): 3 clusters
  Score: Raw -9296180.503137 + Penalty 3655.013598 = -9292525.489539
  nChanged 1
		SP:Iteration 39Q (183599.240000 sec): 3 clusters
  Score: Raw -9296180.952001 + Penalty 3655.013598 = -9292525.938403
  nChanged 0
		SP:Iteration 40F (183599.940000 sec): 3 clusters
  Score: Raw -9296180.952001 + Penalty 3655.013598 = -9292525.938403
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183600.000000 sec): 2 clusters
  Score: Raw -459263.946500 + Penalty 1357.290085 = -457906.656415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183600.110000 sec): 3 clusters
  Score: Raw -457122.350885 + Penalty 2714.580170 = -454407.770715
  nChanged 1700
		SP:Iteration 1F (183600.190000 sec): 3 clusters
  Score: Raw -458117.310481 + Penalty 2714.580170 = -455402.730311
  nChanged 380
		SP:Iteration 2F (183600.270000 sec): 3 clusters
  Score: Raw -458381.548076 + Penalty 2714.580170 = -455666.967906
  nChanged 264
		SP:Iteration 3F (183600.350000 sec): 3 clusters
  Score: Raw -458580.234608 + Penalty 2714.580170 = -455865.654438
  nChanged 221
		SP:Iteration 4F (183600.430000 sec): 3 clusters
  Score: Raw -458788.657711 + Penalty 2714.580170 = -456074.077541
  nChanged 229
		SP:Iteration 5F (183600.500000 sec): 3 clusters
  Score: Raw -459003.941073 + Penalty 2714.580170 = -456289.360903
  nChanged 222
		SP:Iteration 6F (183600.580000 sec): 3 clusters
  Score: Raw -459243.740857 + Penalty 2714.580170 = -456529.160687
  nChanged 211
		SP:Iteration 7Q (183600.660000 sec): 3 clusters
  Score: Raw -459440.432974 + Penalty 2714.580170 = -456725.852804
  nChanged 174
		SP:Iteration 8Q (183600.730000 sec): 3 clusters
  Score: Raw -459579.504556 + Penalty 2714.580170 = -456864.924386
  nChanged 126
		SP:Iteration 9Q (183600.810000 sec): 3 clusters
  Score: Raw -459680.360025 + Penalty 2714.580170 = -456965.779855
  nChanged 120
		SP:Iteration 10Q (183600.880000 sec): 3 clusters
  Score: Raw -459777.291866 + Penalty 2714.580170 = -457062.711696
  nChanged 113
		SP:Iteration 11Q (183600.960000 sec): 3 clusters
  Score: Raw -459869.657314 + Penalty 2714.580170 = -457155.077144
  nChanged 85
		SP:Iteration 12Q (183601.030000 sec): 3 clusters
  Score: Raw -459939.293515 + Penalty 2714.580170 = -457224.713345
  nChanged 75
		SP:Iteration 13Q (183601.110000 sec): 3 clusters
  Score: Raw -459994.690285 + Penalty 2714.580170 = -457280.110114
  nChanged 65
		SP:Iteration 14Q (183601.180000 sec): 3 clusters
  Score: Raw -460036.032898 + Penalty 2714.580170 = -457321.452728
  nChanged 48
		SP:Iteration 15Q (183601.330000 sec): 3 clusters
  Score: Raw -460062.039409 + Penalty 2714.580170 = -457347.459239
  nChanged 32
		SP:Iteration 16Q (183601.510000 sec): 3 clusters
  Score: Raw -460083.105954 + Penalty 2714.580170 = -457368.525784
  nChanged 34
		SP:Iteration 17Q (183601.660000 sec): 3 clusters
  Score: Raw -460102.177136 + Penalty 2714.580170 = -457387.596966
  nChanged 30
		SP:Iteration 18Q (183601.730000 sec): 3 clusters
  Score: Raw -460113.119283 + Penalty 2714.580170 = -457398.539113
  nChanged 17
		SP:Iteration 19Q (183601.810000 sec): 3 clusters
  Score: Raw -460117.990361 + Penalty 2714.580170 = -457403.410191
  nChanged 15
		SP:Iteration 20F (183601.880000 sec): 3 clusters
  Score: Raw -460122.018620 + Penalty 2714.580170 = -457407.438449
  nChanged 6
		SP:Iteration 21Q (183601.960000 sec): 3 clusters
  Score: Raw -460124.177851 + Penalty 2714.580170 = -457409.597681
  nChanged 6
		SP:Iteration 22Q (183602.030000 sec): 3 clusters
  Score: Raw -460126.341884 + Penalty 2714.580170 = -457411.761714
  nChanged 6
		SP:Iteration 23Q (183602.110000 sec): 3 clusters
  Score: Raw -460128.392628 + Penalty 2714.580170 = -457413.812457
  nChanged 4
		SP:Iteration 24Q (183602.180000 sec): 3 clusters
  Score: Raw -460129.239032 + Penalty 2714.580170 = -457414.658862
  nChanged 1
		SP:Iteration 25Q (183602.250000 sec): 3 clusters
  Score: Raw -460129.390517 + Penalty 2714.580170 = -457414.810347
  nChanged 0
		SP:Iteration 26F (183602.330000 sec): 3 clusters
  Score: Raw -460129.390517 + Penalty 2714.580170 = -457414.810347
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183602.390000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183602.400000 sec): 3 clusters
  Score: Raw -54571.859628 + Penalty 1998.252196 = -52573.607432
  nChanged 103
		SP:Iteration 1F (183602.410000 sec): 3 clusters
  Score: Raw -54727.686242 + Penalty 1998.252196 = -52729.434046
  nChanged 31
		SP:Iteration 2F (183602.420000 sec): 3 clusters
  Score: Raw -54787.177179 + Penalty 1998.252196 = -52788.924983
  nChanged 14
		SP:Iteration 3Q (183602.430000 sec): 3 clusters
  Score: Raw -54813.260079 + Penalty 1998.252196 = -52815.007883
  nChanged 7
		SP:Iteration 4Q (183602.430000 sec): 3 clusters
  Score: Raw -54824.450145 + Penalty 1998.252196 = -52826.197948
  nChanged 4
		SP:Iteration 5Q (183602.450000 sec): 3 clusters
  Score: Raw -54834.496513 + Penalty 1998.252196 = -52836.244316
  nChanged 3
		SP:Iteration 6Q (183602.450000 sec): 3 clusters
  Score: Raw -54841.557624 + Penalty 1998.252196 = -52843.305428
  nChanged 5
		SP:Iteration 7Q (183602.470000 sec): 3 clusters
  Score: Raw -54851.640402 + Penalty 1998.252196 = -52853.388206
  nChanged 5
		SP:Iteration 8Q (183602.470000 sec): 3 clusters
  Score: Raw -54857.120961 + Penalty 1998.252196 = -52858.868765
  nChanged 0
		SP:Iteration 9F (183602.490000 sec): 3 clusters
  Score: Raw -54857.120961 + Penalty 1998.252196 = -52858.868765
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183602.540000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183602.550000 sec): 3 clusters
  Score: Raw -65205.442963 + Penalty 2059.468363 = -63145.974600
  nChanged 142
		SP:Iteration 1F (183602.560000 sec): 3 clusters
  Score: Raw -65384.649808 + Penalty 2059.468363 = -63325.181446
  nChanged 29
		SP:Iteration 2F (183602.570000 sec): 3 clusters
  Score: Raw -65429.086276 + Penalty 2059.468363 = -63369.617913
  nChanged 15
		SP:Iteration 3Q (183602.590000 sec): 3 clusters
  Score: Raw -65448.226444 + Penalty 2059.468363 = -63388.758082
  nChanged 10
		SP:Iteration 4Q (183602.600000 sec): 3 clusters
  Score: Raw -65465.988587 + Penalty 2059.468363 = -63406.520224
  nChanged 12
		SP:Iteration 5Q (183602.610000 sec): 3 clusters
  Score: Raw -65480.999784 + Penalty 2059.468363 = -63421.531422
  nChanged 6
		SP:Iteration 6Q (183602.620000 sec): 3 clusters
  Score: Raw -65488.086244 + Penalty 2059.468363 = -63428.617881
  nChanged 6
		SP:Iteration 7Q (183602.630000 sec): 3 clusters
  Score: Raw -65497.342001 + Penalty 2059.468363 = -63437.873638
  nChanged 8
		SP:Iteration 8Q (183602.640000 sec): 3 clusters
  Score: Raw -65507.060390 + Penalty 2059.468363 = -63447.592027
  nChanged 6
		SP:Iteration 9Q (183602.650000 sec): 3 clusters
  Score: Raw -65521.720776 + Penalty 2059.468363 = -63462.252413
  nChanged 7
		SP:Iteration 10Q (183602.670000 sec): 3 clusters
  Score: Raw -65532.355878 + Penalty 2059.468363 = -63472.887515
  nChanged 6
		SP:Iteration 11Q (183602.680000 sec): 3 clusters
  Score: Raw -65544.631025 + Penalty 2059.468363 = -63485.162662
  nChanged 4
		SP:Iteration 12Q (183602.690000 sec): 3 clusters
  Score: Raw -65559.633290 + Penalty 2059.468363 = -63500.164927
  nChanged 5
		SP:Iteration 13Q (183602.700000 sec): 3 clusters
  Score: Raw -65570.882894 + Penalty 2059.468363 = -63511.414532
  nChanged 4
		SP:Iteration 14Q (183602.710000 sec): 3 clusters
  Score: Raw -65578.568478 + Penalty 2059.468363 = -63519.100115
  nChanged 3
		SP:Iteration 15Q (183602.720000 sec): 3 clusters
  Score: Raw -65581.026380 + Penalty 2059.468363 = -63521.558018
  nChanged 0
		SP:Iteration 16F (183602.730000 sec): 3 clusters
  Score: Raw -65581.026380 + Penalty 2059.468363 = -63521.558018
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183602.820000 sec): 2 clusters
  Score: Raw -624988.589475 + Penalty 1393.205698 = -623595.383777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183602.910000 sec): 3 clusters
  Score: Raw -622210.097044 + Penalty 2786.411396 = -619423.685649
  nChanged 2157
		SP:Iteration 1F (183603.000000 sec): 3 clusters
  Score: Raw -623596.551137 + Penalty 2786.411396 = -620810.139742
  nChanged 521
		SP:Iteration 2F (183603.090000 sec): 3 clusters
  Score: Raw -624072.209330 + Penalty 2786.411396 = -621285.797935
  nChanged 505
		SP:Iteration 3F (183603.190000 sec): 3 clusters
  Score: Raw -624538.308916 + Penalty 2786.411396 = -621751.897520
  nChanged 415
		SP:Iteration 4F (183603.280000 sec): 3 clusters
  Score: Raw -624918.463849 + Penalty 2786.411396 = -622132.052453
  nChanged 311
		SP:Iteration 5F (183603.370000 sec): 3 clusters
  Score: Raw -625195.902713 + Penalty 2786.411396 = -622409.491317
  nChanged 218
		SP:Iteration 6Q (183603.460000 sec): 3 clusters
  Score: Raw -625385.975132 + Penalty 2786.411396 = -622599.563736
  nChanged 144
		SP:Iteration 7Q (183603.560000 sec): 3 clusters
  Score: Raw -625516.019294 + Penalty 2786.411396 = -622729.607898
  nChanged 95
		SP:Iteration 8Q (183603.650000 sec): 3 clusters
  Score: Raw -625609.500376 + Penalty 2786.411396 = -622823.088981
  nChanged 73
		SP:Iteration 9Q (183603.740000 sec): 3 clusters
  Score: Raw -625712.733435 + Penalty 2786.411396 = -622926.322039
  nChanged 64
		SP:Iteration 10Q (183603.830000 sec): 3 clusters
  Score: Raw -625804.352724 + Penalty 2786.411396 = -623017.941328
  nChanged 40
		SP:Iteration 11Q (183603.920000 sec): 3 clusters
  Score: Raw -625875.446786 + Penalty 2786.411396 = -623089.035390
  nChanged 33
		SP:Iteration 12Q (183604.010000 sec): 3 clusters
  Score: Raw -625913.509840 + Penalty 2786.411396 = -623127.098445
  nChanged 19
		SP:Iteration 13Q (183604.100000 sec): 3 clusters
  Score: Raw -625929.630082 + Penalty 2786.411396 = -623143.218687
  nChanged 10
		SP:Iteration 14Q (183604.180000 sec): 3 clusters
  Score: Raw -625934.057260 + Penalty 2786.411396 = -623147.645864
  nChanged 4
		SP:Iteration 15Q (183604.270000 sec): 3 clusters
  Score: Raw -625935.126217 + Penalty 2786.411396 = -623148.714821
  nChanged 1
		SP:Iteration 16Q (183604.360000 sec): 3 clusters
  Score: Raw -625935.495804 + Penalty 2786.411396 = -623149.084409
  nChanged 0
		SP:Iteration 17F (183604.450000 sec): 3 clusters
  Score: Raw -625935.495804 + Penalty 2786.411396 = -623149.084409
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 66 (9909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183604.560000 sec): 2 clusters
  Score: Raw -1285297.023039 + Penalty 1495.194791 = -1283801.828248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183604.730000 sec): 3 clusters
  Score: Raw -1279684.354853 + Penalty 2990.389582 = -1276693.965271
  nChanged 4241
		SP:Iteration 1F (183604.860000 sec): 3 clusters
  Score: Raw -1281917.044902 + Penalty 2990.389582 = -1278926.655320
  nChanged 501
		SP:Iteration 2F (183605.000000 sec): 3 clusters
  Score: Raw -1282099.933184 + Penalty 2990.389582 = -1279109.543601
  nChanged 414
		SP:Iteration 3Q (183605.150000 sec): 3 clusters
  Score: Raw -1282236.738694 + Penalty 2990.389582 = -1279246.349112
  nChanged 340
		SP:Iteration 4Q (183605.320000 sec): 3 clusters
  Score: Raw -1282337.250532 + Penalty 2990.389582 = -1279346.860950
  nChanged 259
		SP:Iteration 5Q (183605.460000 sec): 3 clusters
  Score: Raw -1282416.947855 + Penalty 2990.389582 = -1279426.558273
  nChanged 246
		SP:Iteration 6Q (183605.610000 sec): 3 clusters
  Score: Raw -1282495.835255 + Penalty 2990.389582 = -1279505.445673
  nChanged 250
		SP:Iteration 7Q (183605.780000 sec): 3 clusters
  Score: Raw -1282577.372233 + Penalty 2990.389582 = -1279586.982651
  nChanged 262
		SP:Iteration 8Q (183605.930000 sec): 3 clusters
  Score: Raw -1282664.569598 + Penalty 2990.389582 = -1279674.180016
  nChanged 276
		SP:Iteration 9Q (183606.060000 sec): 3 clusters
  Score: Raw -1282764.516186 + Penalty 2990.389582 = -1279774.126604
  nChanged 297
		SP:Iteration 10Q (183606.220000 sec): 3 clusters
  Score: Raw -1282895.520075 + Penalty 2990.389582 = -1279905.130493
  nChanged 353
		SP:Iteration 11Q (183606.390000 sec): 3 clusters
  Score: Raw -1283076.297408 + Penalty 2990.389582 = -1280085.907826
  nChanged 417
		SP:Iteration 12Q (183606.530000 sec): 3 clusters
  Score: Raw -1283315.708262 + Penalty 2990.389582 = -1280325.318680
  nChanged 478
		SP:Iteration 13Q (183606.680000 sec): 3 clusters
  Score: Raw -1283674.999146 + Penalty 2990.389582 = -1280684.609564
  nChanged 515
		SP:Iteration 14F (183606.850000 sec): 3 clusters
  Score: Raw -1284079.721140 + Penalty 2990.389582 = -1281089.331558
  nChanged 468
		SP:Iteration 15Q (183606.990000 sec): 3 clusters
  Score: Raw -1284471.065922 + Penalty 2990.389582 = -1281480.676340
  nChanged 369
		SP:Iteration 16Q (183607.120000 sec): 3 clusters
  Score: Raw -1284797.019667 + Penalty 2990.389582 = -1281806.630085
  nChanged 282
		SP:Iteration 17Q (183607.250000 sec): 3 clusters
  Score: Raw -1285047.444794 + Penalty 2990.389582 = -1282057.055212
  nChanged 166
		SP:Iteration 18Q (183607.420000 sec): 3 clusters
  Score: Raw -1285220.996619 + Penalty 2990.389582 = -1282230.607037
  nChanged 98
		SP:Iteration 19Q (183607.580000 sec): 3 clusters
  Score: Raw -1285336.592514 + Penalty 2990.389582 = -1282346.202932
  nChanged 44
		SP:Iteration 20F (183607.720000 sec): 3 clusters
  Score: Raw -1285391.714583 + Penalty 2990.389582 = -1282401.325001
  nChanged 29
		SP:Iteration 21Q (183607.840000 sec): 3 clusters
  Score: Raw -1285427.746705 + Penalty 2990.389582 = -1282437.357123
  nChanged 20
		SP:Iteration 22Q (183608.010000 sec): 3 clusters
  Score: Raw -1285457.731456 + Penalty 2990.389582 = -1282467.341874
  nChanged 15
		SP:Iteration 23Q (183608.170000 sec): 3 clusters
  Score: Raw -1285479.769081 + Penalty 2990.389582 = -1282489.379499
  nChanged 9
		SP:Iteration 24Q (183608.300000 sec): 3 clusters
  Score: Raw -1285492.834001 + Penalty 2990.389582 = -1282502.444419
  nChanged 1
		SP:Iteration 25Q (183608.430000 sec): 3 clusters
  Score: Raw -1285494.012120 + Penalty 2990.389582 = -1282503.622538
  nChanged 0
		SP:Iteration 26F (183608.590000 sec): 3 clusters
  Score: Raw -1285494.012120 + Penalty 2990.389582 = -1282503.622538
  nChanged 0
Iteration 619Q (183927.590000 sec): 68 clusters
  Score: Raw -223665764.588929 + Penalty 157493.269907 = -223508271.319022
  nChanged 6
Iteration 620F (184359.510000 sec): 68 clusters
  Score: Raw -223665812.176037 + Penalty 157493.269907 = -223508318.906131
  nChanged 4
Iteration 621Q (184678.460000 sec): 68 clusters
  Score: Raw -223665827.765485 + Penalty 157493.269907 = -223508334.495578
  nChanged 0
Iteration 622F (185109.600000 sec): 68 clusters
  Score: Raw -223665827.765485 + Penalty 157493.269907 = -223508334.495578
  nChanged 0
Compute initial score before splitting:   Score: Raw -223665827.765485 + Penalty 157493.269907 = -223508334.495578
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 1 (355804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185111.500000 sec): 2 clusters
  Score: Raw -42486500.109540 + Penalty 2077.096986 = -42484423.012554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185114.310000 sec): 3 clusters
  Score: Raw -42248204.736404 + Penalty 4154.193971 = -42244050.542433
  nChanged 174113
		SP:Iteration 1F (185117.100000 sec): 3 clusters
  Score: Raw -42353891.916413 + Penalty 4154.193971 = -42349737.722441
  nChanged 11409
		SP:Iteration 2Q (185119.990000 sec): 3 clusters
  Score: Raw -42357018.596983 + Penalty 4154.193971 = -42352864.403012
  nChanged 14537
		SP:Iteration 3Q (185122.910000 sec): 3 clusters
  Score: Raw -42362372.341101 + Penalty 4154.193971 = -42358218.147130
  nChanged 19428
		SP:Iteration 4F (185125.730000 sec): 3 clusters
  Score: Raw -42372039.549907 + Penalty 4154.193971 = -42367885.355936
  nChanged 25428
		SP:Iteration 5F (185128.560000 sec): 3 clusters
  Score: Raw -42388705.405087 + Penalty 4154.193971 = -42384551.211116
  nChanged 30040
		SP:Iteration 6F (185131.400000 sec): 3 clusters
  Score: Raw -42413166.305321 + Penalty 4154.193971 = -42409012.111350
  nChanged 29684
		SP:Iteration 7F (185134.230000 sec): 3 clusters
  Score: Raw -42440681.885006 + Penalty 4154.193971 = -42436527.691034
  nChanged 23034
		SP:Iteration 8F (185137.060000 sec): 3 clusters
  Score: Raw -42462893.147272 + Penalty 4154.193971 = -42458738.953300
  nChanged 13588
		SP:Iteration 9Q (185139.850000 sec): 3 clusters
  Score: Raw -42475580.460751 + Penalty 4154.193971 = -42471426.266780
  nChanged 6954
		SP:Iteration 10Q (185142.400000 sec): 3 clusters
  Score: Raw -42481798.254550 + Penalty 4154.193971 = -42477644.060579
  nChanged 3268
		SP:Iteration 11Q (185144.920000 sec): 3 clusters
  Score: Raw -42484533.569833 + Penalty 4154.193971 = -42480379.375862
  nChanged 1500
		SP:Iteration 12Q (185147.420000 sec): 3 clusters
  Score: Raw -42485700.422489 + Penalty 4154.193971 = -42481546.228518
  nChanged 744
		SP:Iteration 13Q (185149.900000 sec): 3 clusters
  Score: Raw -42486279.131575 + Penalty 4154.193971 = -42482124.937603
  nChanged 420
		SP:Iteration 14Q (185152.360000 sec): 3 clusters
  Score: Raw -42486605.854430 + Penalty 4154.193971 = -42482451.660458
  nChanged 284
		SP:Iteration 15Q (185154.830000 sec): 3 clusters
  Score: Raw -42486841.995524 + Penalty 4154.193971 = -42482687.801552
  nChanged 189
		SP:Iteration 16Q (185157.280000 sec): 3 clusters
  Score: Raw -42487000.461558 + Penalty 4154.193971 = -42482846.267586
  nChanged 155
		SP:Iteration 17Q (185159.740000 sec): 3 clusters
  Score: Raw -42487113.530816 + Penalty 4154.193971 = -42482959.336845
  nChanged 109
		SP:Iteration 18Q (185162.200000 sec): 3 clusters
  Score: Raw -42487170.173962 + Penalty 4154.193971 = -42483015.979990
  nChanged 95
		SP:Iteration 19Q (185164.650000 sec): 3 clusters
  Score: Raw -42487212.562093 + Penalty 4154.193971 = -42483058.368122
  nChanged 84
		SP:Iteration 20F (185167.420000 sec): 3 clusters
  Score: Raw -42487250.969165 + Penalty 4154.193971 = -42483096.775193
  nChanged 79
		SP:Iteration 21Q (185169.910000 sec): 3 clusters
  Score: Raw -42487283.591992 + Penalty 4154.193971 = -42483129.398021
  nChanged 88
		SP:Iteration 22Q (185172.420000 sec): 3 clusters
  Score: Raw -42487320.477102 + Penalty 4154.193971 = -42483166.283131
  nChanged 89
		SP:Iteration 23Q (185174.890000 sec): 3 clusters
  Score: Raw -42487363.525369 + Penalty 4154.193971 = -42483209.331398
  nChanged 83
		SP:Iteration 24Q (185177.350000 sec): 3 clusters
  Score: Raw -42487398.182179 + Penalty 4154.193971 = -42483243.988208
  nChanged 73
		SP:Iteration 25Q (185179.800000 sec): 3 clusters
  Score: Raw -42487430.828777 + Penalty 4154.193971 = -42483276.634806
  nChanged 75
		SP:Iteration 26Q (185182.250000 sec): 3 clusters
  Score: Raw -42487461.388970 + Penalty 4154.193971 = -42483307.194998
  nChanged 78
		SP:Iteration 27Q (185184.720000 sec): 3 clusters
  Score: Raw -42487492.690310 + Penalty 4154.193971 = -42483338.496339
  nChanged 61
		SP:Iteration 28Q (185187.180000 sec): 3 clusters
  Score: Raw -42487514.464830 + Penalty 4154.193971 = -42483360.270859
  nChanged 64
		SP:Iteration 29Q (185189.640000 sec): 3 clusters
  Score: Raw -42487537.642267 + Penalty 4154.193971 = -42483383.448296
  nChanged 54
		SP:Iteration 30Q (185192.090000 sec): 3 clusters
  Score: Raw -42487554.453628 + Penalty 4154.193971 = -42483400.259657
  nChanged 43
		SP:Iteration 31Q (185194.540000 sec): 3 clusters
  Score: Raw -42487570.831525 + Penalty 4154.193971 = -42483416.637554
  nChanged 40
		SP:Iteration 32Q (185197.000000 sec): 3 clusters
  Score: Raw -42487583.766842 + Penalty 4154.193971 = -42483429.572871
  nChanged 42
		SP:Iteration 33Q (185199.450000 sec): 3 clusters
  Score: Raw -42487595.024748 + Penalty 4154.193971 = -42483440.830776
  nChanged 35
		SP:Iteration 34Q (185201.900000 sec): 3 clusters
  Score: Raw -42487605.369867 + Penalty 4154.193971 = -42483451.175895
  nChanged 32
		SP:Iteration 35Q (185204.380000 sec): 3 clusters
  Score: Raw -42487613.521168 + Penalty 4154.193971 = -42483459.327197
  nChanged 22
		SP:Iteration 36Q (185206.840000 sec): 3 clusters
  Score: Raw -42487619.219225 + Penalty 4154.193971 = -42483465.025253
  nChanged 13
		SP:Iteration 37Q (185209.290000 sec): 3 clusters
  Score: Raw -42487621.862212 + Penalty 4154.193971 = -42483467.668240
  nChanged 12
		SP:Iteration 38Q (185211.750000 sec): 3 clusters
  Score: Raw -42487623.349663 + Penalty 4154.193971 = -42483469.155692
  nChanged 5
		SP:Iteration 39Q (185214.210000 sec): 3 clusters
  Score: Raw -42487624.171065 + Penalty 4154.193971 = -42483469.977093
  nChanged 4
		SP:Iteration 40F (185216.980000 sec): 3 clusters
  Score: Raw -42487634.957450 + Penalty 4154.193971 = -42483480.763478
  nChanged 22
		SP:Iteration 41Q (185219.440000 sec): 3 clusters
  Score: Raw -42487642.901100 + Penalty 4154.193971 = -42483488.707129
  nChanged 24
		SP:Iteration 42Q (185221.960000 sec): 3 clusters
  Score: Raw -42487648.369713 + Penalty 4154.193971 = -42483494.175742
  nChanged 20
		SP:Iteration 43Q (185224.430000 sec): 3 clusters
  Score: Raw -42487653.101709 + Penalty 4154.193971 = -42483498.907738
  nChanged 17
		SP:Iteration 44Q (185226.920000 sec): 3 clusters
  Score: Raw -42487657.478402 + Penalty 4154.193971 = -42483503.284431
  nChanged 26
		SP:Iteration 45Q (185229.370000 sec): 3 clusters
  Score: Raw -42487665.087879 + Penalty 4154.193971 = -42483510.893908
  nChanged 20
		SP:Iteration 46Q (185231.820000 sec): 3 clusters
  Score: Raw -42487669.796317 + Penalty 4154.193971 = -42483515.602345
  nChanged 21
		SP:Iteration 47Q (185234.290000 sec): 3 clusters
  Score: Raw -42487673.843302 + Penalty 4154.193971 = -42483519.649330
  nChanged 18
		SP:Iteration 48Q (185236.750000 sec): 3 clusters
  Score: Raw -42487676.621217 + Penalty 4154.193971 = -42483522.427246
  nChanged 14
		SP:Iteration 49Q (185239.200000 sec): 3 clusters
  Score: Raw -42487678.961281 + Penalty 4154.193971 = -42483524.767310
  nChanged 18
		SP:Iteration 50Q (185241.660000 sec): 3 clusters
  Score: Raw -42487681.998911 + Penalty 4154.193971 = -42483527.804940
  nChanged 14
		SP:Iteration 51Q (185244.120000 sec): 3 clusters
  Score: Raw -42487684.460676 + Penalty 4154.193971 = -42483530.266705
  nChanged 9
		SP:Iteration 52Q (185246.570000 sec): 3 clusters
  Score: Raw -42487685.750931 + Penalty 4154.193971 = -42483531.556960
  nChanged 6
		SP:Iteration 53Q (185249.030000 sec): 3 clusters
  Score: Raw -42487686.600267 + Penalty 4154.193971 = -42483532.406296
  nChanged 4
		SP:Iteration 54Q (185251.490000 sec): 3 clusters
  Score: Raw -42487687.465484 + Penalty 4154.193971 = -42483533.271513
  nChanged 7
		SP:Iteration 55Q (185253.940000 sec): 3 clusters
  Score: Raw -42487688.494644 + Penalty 4154.193971 = -42483534.300673
  nChanged 6
		SP:Iteration 56Q (185256.400000 sec): 3 clusters
  Score: Raw -42487689.448415 + Penalty 4154.193971 = -42483535.254444
  nChanged 4
		SP:Iteration 57Q (185258.860000 sec): 3 clusters
  Score: Raw -42487690.074073 + Penalty 4154.193971 = -42483535.880102
  nChanged 2
		SP:Iteration 58Q (185261.310000 sec): 3 clusters
  Score: Raw -42487690.221196 + Penalty 4154.193971 = -42483536.027225
  nChanged 0
		SP:Iteration 59F (185264.080000 sec): 3 clusters
  Score: Raw -42487690.221196 + Penalty 4154.193971 = -42483536.027225
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 2 (10810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185264.260000 sec): 2 clusters
  Score: Raw -1294614.453219 + Penalty 1509.336873 = -1293105.116346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185264.440000 sec): 3 clusters
  Score: Raw -1288429.773655 + Penalty 3018.673746 = -1285411.099909
  nChanged 4705
		SP:Iteration 1F (185264.580000 sec): 3 clusters
  Score: Raw -1290960.158258 + Penalty 3018.673746 = -1287941.484512
  nChanged 618
		SP:Iteration 2F (185264.760000 sec): 3 clusters
  Score: Raw -1291213.221357 + Penalty 3018.673746 = -1288194.547611
  nChanged 529
		SP:Iteration 3Q (185264.910000 sec): 3 clusters
  Score: Raw -1291439.724966 + Penalty 3018.673746 = -1288421.051220
  nChanged 508
		SP:Iteration 4Q (185265.070000 sec): 3 clusters
  Score: Raw -1291654.160435 + Penalty 3018.673746 = -1288635.486689
  nChanged 458
		SP:Iteration 5Q (185265.250000 sec): 3 clusters
  Score: Raw -1291839.818071 + Penalty 3018.673746 = -1288821.144325
  nChanged 420
		SP:Iteration 6Q (185265.400000 sec): 3 clusters
  Score: Raw -1292012.331463 + Penalty 3018.673746 = -1288993.657717
  nChanged 387
		SP:Iteration 7Q (185265.560000 sec): 3 clusters
  Score: Raw -1292172.572357 + Penalty 3018.673746 = -1289153.898611
  nChanged 398
		SP:Iteration 8Q (185265.710000 sec): 3 clusters
  Score: Raw -1292333.867764 + Penalty 3018.673746 = -1289315.194018
  nChanged 371
		SP:Iteration 9Q (185265.870000 sec): 3 clusters
  Score: Raw -1292481.337589 + Penalty 3018.673746 = -1289462.663843
  nChanged 343
		SP:Iteration 10Q (185266.050000 sec): 3 clusters
  Score: Raw -1292615.220606 + Penalty 3018.673746 = -1289596.546860
  nChanged 314
		SP:Iteration 11Q (185266.190000 sec): 3 clusters
  Score: Raw -1292750.485696 + Penalty 3018.673746 = -1289731.811950
  nChanged 304
		SP:Iteration 12Q (185266.360000 sec): 3 clusters
  Score: Raw -1292904.213743 + Penalty 3018.673746 = -1289885.539997
  nChanged 325
		SP:Iteration 13Q (185266.510000 sec): 3 clusters
  Score: Raw -1293097.703578 + Penalty 3018.673746 = -1290079.029832
  nChanged 344
		SP:Iteration 14Q (185266.670000 sec): 3 clusters
  Score: Raw -1293325.041306 + Penalty 3018.673746 = -1290306.367560
  nChanged 345
		SP:Iteration 15Q (185266.850000 sec): 3 clusters
  Score: Raw -1293590.561064 + Penalty 3018.673746 = -1290571.887318
  nChanged 354
		SP:Iteration 16Q (185266.990000 sec): 3 clusters
  Score: Raw -1293885.266725 + Penalty 3018.673746 = -1290866.592979
  nChanged 330
		SP:Iteration 17Q (185267.150000 sec): 3 clusters
  Score: Raw -1294147.618376 + Penalty 3018.673746 = -1291128.944630
  nChanged 268
		SP:Iteration 18Q (185267.300000 sec): 3 clusters
  Score: Raw -1294356.421363 + Penalty 3018.673746 = -1291337.747617
  nChanged 231
		SP:Iteration 19Q (185267.450000 sec): 3 clusters
  Score: Raw -1294532.175420 + Penalty 3018.673746 = -1291513.501674
  nChanged 186
		SP:Iteration 20F (185267.620000 sec): 3 clusters
  Score: Raw -1294668.089318 + Penalty 3018.673746 = -1291649.415572
  nChanged 140
		SP:Iteration 21Q (185267.760000 sec): 3 clusters
  Score: Raw -1294744.918956 + Penalty 3018.673746 = -1291726.245210
  nChanged 120
		SP:Iteration 22Q (185267.910000 sec): 3 clusters
  Score: Raw -1294809.253961 + Penalty 3018.673746 = -1291790.580215
  nChanged 106
		SP:Iteration 23Q (185268.080000 sec): 3 clusters
  Score: Raw -1294864.719538 + Penalty 3018.673746 = -1291846.045792
  nChanged 91
		SP:Iteration 24Q (185268.220000 sec): 3 clusters
  Score: Raw -1294904.345685 + Penalty 3018.673746 = -1291885.671939
  nChanged 70
		SP:Iteration 25Q (185268.370000 sec): 3 clusters
  Score: Raw -1294930.257889 + Penalty 3018.673746 = -1291911.584143
  nChanged 68
		SP:Iteration 26Q (185268.540000 sec): 3 clusters
  Score: Raw -1294950.702058 + Penalty 3018.673746 = -1291932.028312
  nChanged 61
		SP:Iteration 27Q (185268.680000 sec): 3 clusters
  Score: Raw -1294971.321898 + Penalty 3018.673746 = -1291952.648152
  nChanged 62
		SP:Iteration 28Q (185268.830000 sec): 3 clusters
  Score: Raw -1294996.654908 + Penalty 3018.673746 = -1291977.981162
  nChanged 61
		SP:Iteration 29Q (185269.000000 sec): 3 clusters
  Score: Raw -1295019.351409 + Penalty 3018.673746 = -1292000.677663
  nChanged 47
		SP:Iteration 30Q (185269.130000 sec): 3 clusters
  Score: Raw -1295033.300734 + Penalty 3018.673746 = -1292014.626988
  nChanged 38
		SP:Iteration 31Q (185269.280000 sec): 3 clusters
  Score: Raw -1295046.068653 + Penalty 3018.673746 = -1292027.394907
  nChanged 41
		SP:Iteration 32Q (185269.450000 sec): 3 clusters
  Score: Raw -1295058.500574 + Penalty 3018.673746 = -1292039.826828
  nChanged 40
		SP:Iteration 33Q (185269.590000 sec): 3 clusters
  Score: Raw -1295069.129579 + Penalty 3018.673746 = -1292050.455833
  nChanged 44
		SP:Iteration 34Q (185269.760000 sec): 3 clusters
  Score: Raw -1295081.186505 + Penalty 3018.673746 = -1292062.512759
  nChanged 42
		SP:Iteration 35Q (185269.900000 sec): 3 clusters
  Score: Raw -1295091.470083 + Penalty 3018.673746 = -1292072.796337
  nChanged 30
		SP:Iteration 36Q (185270.050000 sec): 3 clusters
  Score: Raw -1295099.488927 + Penalty 3018.673746 = -1292080.815181
  nChanged 31
		SP:Iteration 37Q (185270.200000 sec): 3 clusters
  Score: Raw -1295109.312736 + Penalty 3018.673746 = -1292090.638990
  nChanged 32
		SP:Iteration 38Q (185270.340000 sec): 3 clusters
  Score: Raw -1295117.785345 + Penalty 3018.673746 = -1292099.111599
  nChanged 25
		SP:Iteration 39Q (185270.510000 sec): 3 clusters
  Score: Raw -1295123.410262 + Penalty 3018.673746 = -1292104.736516
  nChanged 22
		SP:Iteration 40F (185270.670000 sec): 3 clusters
  Score: Raw -1295129.002777 + Penalty 3018.673746 = -1292110.329031
  nChanged 25
		SP:Iteration 41Q (185270.810000 sec): 3 clusters
  Score: Raw -1295135.364331 + Penalty 3018.673746 = -1292116.690585
  nChanged 29
		SP:Iteration 42Q (185270.970000 sec): 3 clusters
  Score: Raw -1295142.514959 + Penalty 3018.673746 = -1292123.841213
  nChanged 34
		SP:Iteration 43Q (185271.120000 sec): 3 clusters
  Score: Raw -1295152.160963 + Penalty 3018.673746 = -1292133.487217
  nChanged 32
		SP:Iteration 44Q (185271.260000 sec): 3 clusters
  Score: Raw -1295159.485227 + Penalty 3018.673746 = -1292140.811481
  nChanged 17
		SP:Iteration 45Q (185271.430000 sec): 3 clusters
  Score: Raw -1295162.824130 + Penalty 3018.673746 = -1292144.150384
  nChanged 13
		SP:Iteration 46Q (185271.570000 sec): 3 clusters
  Score: Raw -1295165.870788 + Penalty 3018.673746 = -1292147.197042
  nChanged 10
		SP:Iteration 47Q (185271.710000 sec): 3 clusters
  Score: Raw -1295168.721025 + Penalty 3018.673746 = -1292150.047279
  nChanged 12
		SP:Iteration 48Q (185271.880000 sec): 3 clusters
  Score: Raw -1295170.453648 + Penalty 3018.673746 = -1292151.779902
  nChanged 6
		SP:Iteration 49Q (185272.030000 sec): 3 clusters
  Score: Raw -1295171.275380 + Penalty 3018.673746 = -1292152.601634
  nChanged 3
		SP:Iteration 50Q (185272.170000 sec): 3 clusters
  Score: Raw -1295171.946538 + Penalty 3018.673746 = -1292153.272793
  nChanged 5
		SP:Iteration 51Q (185272.340000 sec): 3 clusters
  Score: Raw -1295172.895371 + Penalty 3018.673746 = -1292154.221626
  nChanged 6
		SP:Iteration 52Q (185272.480000 sec): 3 clusters
  Score: Raw -1295173.576066 + Penalty 3018.673746 = -1292154.902320
  nChanged 2
		SP:Iteration 53Q (185272.620000 sec): 3 clusters
  Score: Raw -1295173.741494 + Penalty 3018.673746 = -1292155.067748
  nChanged 2
		SP:Iteration 54Q (185272.790000 sec): 3 clusters
  Score: Raw -1295173.940218 + Penalty 3018.673746 = -1292155.266472
  nChanged 0
		SP:Iteration 55F (185272.950000 sec): 3 clusters
  Score: Raw -1295173.940218 + Penalty 3018.673746 = -1292155.266472
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 3 (7046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185273.050000 sec): 2 clusters
  Score: Raw -929474.107622 + Penalty 1439.784996 = -928034.322626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185273.180000 sec): 3 clusters
  Score: Raw -925648.042558 + Penalty 2879.569992 = -922768.472566
  nChanged 2914
		SP:Iteration 1F (185273.280000 sec): 3 clusters
  Score: Raw -927202.202789 + Penalty 2879.569992 = -924322.632797
  nChanged 411
		SP:Iteration 2F (185273.390000 sec): 3 clusters
  Score: Raw -927386.029107 + Penalty 2879.569992 = -924506.459116
  nChanged 306
		SP:Iteration 3Q (185273.500000 sec): 3 clusters
  Score: Raw -927521.512546 + Penalty 2879.569992 = -924641.942555
  nChanged 273
		SP:Iteration 4Q (185273.610000 sec): 3 clusters
  Score: Raw -927629.176675 + Penalty 2879.569992 = -924749.606683
  nChanged 248
		SP:Iteration 5Q (185273.710000 sec): 3 clusters
  Score: Raw -927737.899385 + Penalty 2879.569992 = -924858.329393
  nChanged 219
		SP:Iteration 6Q (185273.830000 sec): 3 clusters
  Score: Raw -927831.677428 + Penalty 2879.569992 = -924952.107436
  nChanged 227
		SP:Iteration 7Q (185273.940000 sec): 3 clusters
  Score: Raw -927942.743140 + Penalty 2879.569992 = -925063.173148
  nChanged 241
		SP:Iteration 8Q (185274.050000 sec): 3 clusters
  Score: Raw -928062.464633 + Penalty 2879.569992 = -925182.894641
  nChanged 255
		SP:Iteration 9Q (185274.160000 sec): 3 clusters
  Score: Raw -928224.745180 + Penalty 2879.569992 = -925345.175189
  nChanged 289
		SP:Iteration 10Q (185274.280000 sec): 3 clusters
  Score: Raw -928416.214797 + Penalty 2879.569992 = -925536.644805
  nChanged 289
		SP:Iteration 11Q (185274.400000 sec): 3 clusters
  Score: Raw -928616.334107 + Penalty 2879.569992 = -925736.764115
  nChanged 279
		SP:Iteration 12Q (185274.520000 sec): 3 clusters
  Score: Raw -928819.151091 + Penalty 2879.569992 = -925939.581099
  nChanged 255
		SP:Iteration 13Q (185274.640000 sec): 3 clusters
  Score: Raw -929016.770798 + Penalty 2879.569992 = -926137.200806
  nChanged 202
		SP:Iteration 14Q (185274.750000 sec): 3 clusters
  Score: Raw -929200.535674 + Penalty 2879.569992 = -926320.965683
  nChanged 151
		SP:Iteration 15Q (185274.870000 sec): 3 clusters
  Score: Raw -929350.489626 + Penalty 2879.569992 = -926470.919635
  nChanged 107
		SP:Iteration 16Q (185274.990000 sec): 3 clusters
  Score: Raw -929468.184827 + Penalty 2879.569992 = -926588.614835
  nChanged 61
		SP:Iteration 17Q (185275.100000 sec): 3 clusters
  Score: Raw -929541.384237 + Penalty 2879.569992 = -926661.814245
  nChanged 35
		SP:Iteration 18Q (185275.210000 sec): 3 clusters
  Score: Raw -929580.665931 + Penalty 2879.569992 = -926701.095939
  nChanged 24
		SP:Iteration 19Q (185275.330000 sec): 3 clusters
  Score: Raw -929610.648436 + Penalty 2879.569992 = -926731.078444
  nChanged 24
		SP:Iteration 20F (185275.440000 sec): 3 clusters
  Score: Raw -929637.438699 + Penalty 2879.569992 = -926757.868707
  nChanged 12
		SP:Iteration 21Q (185275.560000 sec): 3 clusters
  Score: Raw -929654.534582 + Penalty 2879.569992 = -926774.964590
  nChanged 10
		SP:Iteration 22Q (185275.670000 sec): 3 clusters
  Score: Raw -929668.119148 + Penalty 2879.569992 = -926788.549156
  nChanged 9
		SP:Iteration 23Q (185275.780000 sec): 3 clusters
  Score: Raw -929681.030481 + Penalty 2879.569992 = -926801.460490
  nChanged 7
		SP:Iteration 24Q (185275.890000 sec): 3 clusters
  Score: Raw -929693.886847 + Penalty 2879.569992 = -926814.316856
  nChanged 5
		SP:Iteration 25Q (185276.000000 sec): 3 clusters
  Score: Raw -929699.938037 + Penalty 2879.569992 = -926820.368045
  nChanged 4
		SP:Iteration 26Q (185276.120000 sec): 3 clusters
  Score: Raw -929703.530660 + Penalty 2879.569992 = -926823.960669
  nChanged 0
		SP:Iteration 27F (185276.240000 sec): 3 clusters
  Score: Raw -929703.530660 + Penalty 2879.569992 = -926823.960669
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 4 (8886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185276.350000 sec): 2 clusters
  Score: Raw -1067452.328053 + Penalty 1477.487746 = -1065974.840307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185276.510000 sec): 3 clusters
  Score: Raw -1062467.702189 + Penalty 2954.975492 = -1059512.726697
  nChanged 3819
		SP:Iteration 1F (185276.630000 sec): 3 clusters
  Score: Raw -1064603.863984 + Penalty 2954.975492 = -1061648.888491
  nChanged 626
		SP:Iteration 2F (185276.760000 sec): 3 clusters
  Score: Raw -1064899.353338 + Penalty 2954.975492 = -1061944.377846
  nChanged 504
		SP:Iteration 3F (185276.890000 sec): 3 clusters
  Score: Raw -1065166.225841 + Penalty 2954.975492 = -1062211.250349
  nChanged 510
		SP:Iteration 4F (185277.010000 sec): 3 clusters
  Score: Raw -1065489.152622 + Penalty 2954.975492 = -1062534.177130
  nChanged 552
		SP:Iteration 5F (185277.150000 sec): 3 clusters
  Score: Raw -1065866.812682 + Penalty 2954.975492 = -1062911.837190
  nChanged 546
		SP:Iteration 6F (185277.280000 sec): 3 clusters
  Score: Raw -1066236.180413 + Penalty 2954.975492 = -1063281.204921
  nChanged 500
		SP:Iteration 7F (185277.410000 sec): 3 clusters
  Score: Raw -1066543.592177 + Penalty 2954.975492 = -1063588.616685
  nChanged 408
		SP:Iteration 8Q (185277.550000 sec): 3 clusters
  Score: Raw -1066784.144588 + Penalty 2954.975492 = -1063829.169096
  nChanged 344
		SP:Iteration 9Q (185277.680000 sec): 3 clusters
  Score: Raw -1066975.538143 + Penalty 2954.975492 = -1064020.562650
  nChanged 242
		SP:Iteration 10Q (185277.820000 sec): 3 clusters
  Score: Raw -1067100.441480 + Penalty 2954.975492 = -1064145.465988
  nChanged 200
		SP:Iteration 11Q (185277.950000 sec): 3 clusters
  Score: Raw -1067189.043715 + Penalty 2954.975492 = -1064234.068223
  nChanged 154
		SP:Iteration 12Q (185278.070000 sec): 3 clusters
  Score: Raw -1067260.656144 + Penalty 2954.975492 = -1064305.680652
  nChanged 150
		SP:Iteration 13Q (185278.210000 sec): 3 clusters
  Score: Raw -1067328.807705 + Penalty 2954.975492 = -1064373.832213
  nChanged 146
		SP:Iteration 14Q (185278.340000 sec): 3 clusters
  Score: Raw -1067405.065518 + Penalty 2954.975492 = -1064450.090026
  nChanged 139
		SP:Iteration 15Q (185278.470000 sec): 3 clusters
  Score: Raw -1067491.680981 + Penalty 2954.975492 = -1064536.705489
  nChanged 135
		SP:Iteration 16Q (185278.610000 sec): 3 clusters
  Score: Raw -1067572.432320 + Penalty 2954.975492 = -1064617.456828
  nChanged 133
		SP:Iteration 17Q (185278.740000 sec): 3 clusters
  Score: Raw -1067669.157784 + Penalty 2954.975492 = -1064714.182292
  nChanged 113
		SP:Iteration 18Q (185278.870000 sec): 3 clusters
  Score: Raw -1067746.258931 + Penalty 2954.975492 = -1064791.283438
  nChanged 86
		SP:Iteration 19Q (185278.990000 sec): 3 clusters
  Score: Raw -1067800.211122 + Penalty 2954.975492 = -1064845.235630
  nChanged 72
		SP:Iteration 20F (185279.120000 sec): 3 clusters
  Score: Raw -1067835.276562 + Penalty 2954.975492 = -1064880.301070
  nChanged 55
		SP:Iteration 21Q (185279.250000 sec): 3 clusters
  Score: Raw -1067858.922810 + Penalty 2954.975492 = -1064903.947318
  nChanged 47
		SP:Iteration 22Q (185279.390000 sec): 3 clusters
  Score: Raw -1067883.428274 + Penalty 2954.975492 = -1064928.452782
  nChanged 47
		SP:Iteration 23Q (185279.540000 sec): 3 clusters
  Score: Raw -1067905.600416 + Penalty 2954.975492 = -1064950.624924
  nChanged 30
		SP:Iteration 24Q (185279.680000 sec): 3 clusters
  Score: Raw -1067916.675673 + Penalty 2954.975492 = -1064961.700181
  nChanged 22
		SP:Iteration 25Q (185279.820000 sec): 3 clusters
  Score: Raw -1067924.135896 + Penalty 2954.975492 = -1064969.160404
  nChanged 19
		SP:Iteration 26Q (185279.960000 sec): 3 clusters
  Score: Raw -1067930.722618 + Penalty 2954.975492 = -1064975.747126
  nChanged 12
		SP:Iteration 27Q (185280.090000 sec): 3 clusters
  Score: Raw -1067934.033831 + Penalty 2954.975492 = -1064979.058338
  nChanged 7
		SP:Iteration 28Q (185280.210000 sec): 3 clusters
  Score: Raw -1067936.411165 + Penalty 2954.975492 = -1064981.435673
  nChanged 7
		SP:Iteration 29Q (185280.330000 sec): 3 clusters
  Score: Raw -1067938.338520 + Penalty 2954.975492 = -1064983.363027
  nChanged 7
		SP:Iteration 30Q (185280.460000 sec): 3 clusters
  Score: Raw -1067939.845031 + Penalty 2954.975492 = -1064984.869539
  nChanged 2
		SP:Iteration 31Q (185280.590000 sec): 3 clusters
  Score: Raw -1067940.020994 + Penalty 2954.975492 = -1064985.045502
  nChanged 2
		SP:Iteration 32Q (185280.710000 sec): 3 clusters
  Score: Raw -1067940.211173 + Penalty 2954.975492 = -1064985.235681
  nChanged 0
		SP:Iteration 33F (185280.850000 sec): 3 clusters
  Score: Raw -1067940.211173 + Penalty 2954.975492 = -1064985.235681
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 5 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185280.920000 sec): 2 clusters
  Score: Raw -264878.961790 + Penalty 1265.179646 = -263613.782144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185280.970000 sec): 3 clusters
  Score: Raw -263818.523145 + Penalty 2530.359291 = -261288.163854
  nChanged 878
		SP:Iteration 1F (185281.020000 sec): 3 clusters
  Score: Raw -264473.337231 + Penalty 2530.359291 = -261942.977939
  nChanged 232
		SP:Iteration 2F (185281.070000 sec): 3 clusters
  Score: Raw -264727.274162 + Penalty 2530.359291 = -262196.914871
  nChanged 163
		SP:Iteration 3F (185281.110000 sec): 3 clusters
  Score: Raw -264903.521335 + Penalty 2530.359291 = -262373.162044
  nChanged 129
		SP:Iteration 4F (185281.160000 sec): 3 clusters
  Score: Raw -265037.976339 + Penalty 2530.359291 = -262507.617048
  nChanged 104
		SP:Iteration 5Q (185281.200000 sec): 3 clusters
  Score: Raw -265139.018024 + Penalty 2530.359291 = -262608.658732
  nChanged 80
		SP:Iteration 6Q (185281.250000 sec): 3 clusters
  Score: Raw -265213.634154 + Penalty 2530.359291 = -262683.274863
  nChanged 81
		SP:Iteration 7Q (185281.290000 sec): 3 clusters
  Score: Raw -265296.727820 + Penalty 2530.359291 = -262766.368528
  nChanged 70
		SP:Iteration 8Q (185281.330000 sec): 3 clusters
  Score: Raw -265353.962229 + Penalty 2530.359291 = -262823.602937
  nChanged 60
		SP:Iteration 9Q (185281.370000 sec): 3 clusters
  Score: Raw -265399.969856 + Penalty 2530.359291 = -262869.610565
  nChanged 44
		SP:Iteration 10Q (185281.420000 sec): 3 clusters
  Score: Raw -265433.365866 + Penalty 2530.359291 = -262903.006574
  nChanged 41
		SP:Iteration 11Q (185281.460000 sec): 3 clusters
  Score: Raw -265454.531790 + Penalty 2530.359291 = -262924.172499
  nChanged 28
		SP:Iteration 12Q (185281.500000 sec): 3 clusters
  Score: Raw -265467.746128 + Penalty 2530.359291 = -262937.386837
  nChanged 19
		SP:Iteration 13Q (185281.550000 sec): 3 clusters
  Score: Raw -265479.802313 + Penalty 2530.359291 = -262949.443021
  nChanged 15
		SP:Iteration 14Q (185281.590000 sec): 3 clusters
  Score: Raw -265488.706112 + Penalty 2530.359291 = -262958.346821
  nChanged 15
		SP:Iteration 15Q (185281.630000 sec): 3 clusters
  Score: Raw -265494.947062 + Penalty 2530.359291 = -262964.587770
  nChanged 8
		SP:Iteration 16Q (185281.670000 sec): 3 clusters
  Score: Raw -265497.618596 + Penalty 2530.359291 = -262967.259304
  nChanged 4
		SP:Iteration 17Q (185281.720000 sec): 3 clusters
  Score: Raw -265498.811941 + Penalty 2530.359291 = -262968.452650
  nChanged 3
		SP:Iteration 18Q (185281.760000 sec): 3 clusters
  Score: Raw -265499.616752 + Penalty 2530.359291 = -262969.257460
  nChanged 5
		SP:Iteration 19Q (185281.800000 sec): 3 clusters
  Score: Raw -265500.859244 + Penalty 2530.359291 = -262970.499952
  nChanged 1
		SP:Iteration 20F (185281.850000 sec): 3 clusters
  Score: Raw -265501.730484 + Penalty 2530.359291 = -262971.371192
  nChanged 3
		SP:Iteration 21Q (185281.890000 sec): 3 clusters
  Score: Raw -265505.431700 + Penalty 2530.359291 = -262975.072409
  nChanged 4
		SP:Iteration 22Q (185281.930000 sec): 3 clusters
  Score: Raw -265508.818968 + Penalty 2530.359291 = -262978.459676
  nChanged 3
		SP:Iteration 23Q (185281.970000 sec): 3 clusters
  Score: Raw -265509.941777 + Penalty 2530.359291 = -262979.582486
  nChanged 2
		SP:Iteration 24Q (185282.020000 sec): 3 clusters
  Score: Raw -265510.498087 + Penalty 2530.359291 = -262980.138795
  nChanged 2
		SP:Iteration 25Q (185282.060000 sec): 3 clusters
  Score: Raw -265511.028942 + Penalty 2530.359291 = -262980.669651
  nChanged 0
		SP:Iteration 26F (185282.110000 sec): 3 clusters
  Score: Raw -265511.028942 + Penalty 2530.359291 = -262980.669651
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 6 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185282.160000 sec): 2 clusters
  Score: Raw -72035.700347 + Penalty 1042.453256 = -70993.247091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185282.170000 sec): 3 clusters
  Score: Raw -71936.792131 + Penalty 2084.906512 = -69851.885619
  nChanged 145
		SP:Iteration 1F (185282.190000 sec): 3 clusters
  Score: Raw -72146.679580 + Penalty 2084.906512 = -70061.773069
  nChanged 39
		SP:Iteration 2F (185282.200000 sec): 3 clusters
  Score: Raw -72208.577504 + Penalty 2084.906512 = -70123.670992
  nChanged 25
		SP:Iteration 3Q (185282.210000 sec): 3 clusters
  Score: Raw -72280.944111 + Penalty 2084.906512 = -70196.037599
  nChanged 23
		SP:Iteration 4Q (185282.230000 sec): 3 clusters
  Score: Raw -72324.471154 + Penalty 2084.906512 = -70239.564642
  nChanged 20
		SP:Iteration 5Q (185282.240000 sec): 3 clusters
  Score: Raw -72369.075043 + Penalty 2084.906512 = -70284.168531
  nChanged 12
		SP:Iteration 6Q (185282.250000 sec): 3 clusters
  Score: Raw -72385.443362 + Penalty 2084.906512 = -70300.536850
  nChanged 6
		SP:Iteration 7Q (185282.260000 sec): 3 clusters
  Score: Raw -72393.165804 + Penalty 2084.906512 = -70308.259293
  nChanged 8
		SP:Iteration 8Q (185282.270000 sec): 3 clusters
  Score: Raw -72405.901494 + Penalty 2084.906512 = -70320.994983
  nChanged 9
		SP:Iteration 9Q (185282.290000 sec): 3 clusters
  Score: Raw -72421.065895 + Penalty 2084.906512 = -70336.159384
  nChanged 12
		SP:Iteration 10Q (185282.300000 sec): 3 clusters
  Score: Raw -72439.765325 + Penalty 2084.906512 = -70354.858813
  nChanged 8
		SP:Iteration 11Q (185282.310000 sec): 3 clusters
  Score: Raw -72463.620240 + Penalty 2084.906512 = -70378.713728
  nChanged 9
		SP:Iteration 12Q (185282.320000 sec): 3 clusters
  Score: Raw -72486.653746 + Penalty 2084.906512 = -70401.747234
  nChanged 11
		SP:Iteration 13Q (185282.330000 sec): 3 clusters
  Score: Raw -72516.568752 + Penalty 2084.906512 = -70431.662240
  nChanged 14
		SP:Iteration 14Q (185282.350000 sec): 3 clusters
  Score: Raw -72604.290794 + Penalty 2084.906512 = -70519.384282
  nChanged 19
		SP:Iteration 15Q (185282.360000 sec): 3 clusters
  Score: Raw -72713.747876 + Penalty 2084.906512 = -70628.841364
  nChanged 14
		SP:Iteration 16Q (185282.370000 sec): 3 clusters
  Score: Raw -72743.090733 + Penalty 2084.906512 = -70658.184221
  nChanged 8
		SP:Iteration 17Q (185282.380000 sec): 3 clusters
  Score: Raw -72755.376376 + Penalty 2084.906512 = -70670.469864
  nChanged 4
		SP:Iteration 18Q (185282.390000 sec): 3 clusters
  Score: Raw -72762.732546 + Penalty 2084.906512 = -70677.826034
  nChanged 3
		SP:Iteration 19Q (185282.410000 sec): 3 clusters
  Score: Raw -72766.886348 + Penalty 2084.906512 = -70681.979836
  nChanged 5
		SP:Iteration 20F (185282.420000 sec): 3 clusters
  Score: Raw -72783.837316 + Penalty 2084.906512 = -70698.930804
  nChanged 4
		SP:Iteration 21Q (185282.430000 sec): 3 clusters
  Score: Raw -72808.131558 + Penalty 2084.906512 = -70723.225047
  nChanged 9
		SP:Iteration 22Q (185282.440000 sec): 3 clusters
  Score: Raw -72830.485879 + Penalty 2084.906512 = -70745.579367
  nChanged 9
		SP:Iteration 23Q (185282.450000 sec): 3 clusters
  Score: Raw -72847.045202 + Penalty 2084.906512 = -70762.138690
  nChanged 4
		SP:Iteration 24Q (185282.460000 sec): 3 clusters
  Score: Raw -72855.159947 + Penalty 2084.906512 = -70770.253436
  nChanged 2
		SP:Iteration 25Q (185282.470000 sec): 3 clusters
  Score: Raw -72859.307428 + Penalty 2084.906512 = -70774.400917
  nChanged 2
		SP:Iteration 26Q (185282.490000 sec): 3 clusters
  Score: Raw -72865.209294 + Penalty 2084.906512 = -70780.302782
  nChanged 0
		SP:Iteration 27F (185282.500000 sec): 3 clusters
  Score: Raw -72865.209294 + Penalty 2084.906512 = -70780.302782
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 7 (7062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185282.590000 sec): 2 clusters
  Score: Raw -822142.019098 + Penalty 1440.153581 = -820701.865517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185282.720000 sec): 3 clusters
  Score: Raw -818266.025310 + Penalty 2880.307162 = -815385.718147
  nChanged 2955
		SP:Iteration 1F (185282.830000 sec): 3 clusters
  Score: Raw -819831.065312 + Penalty 2880.307162 = -816950.758149
  nChanged 475
		SP:Iteration 2F (185282.940000 sec): 3 clusters
  Score: Raw -820042.657135 + Penalty 2880.307162 = -817162.349972
  nChanged 359
		SP:Iteration 3F (185283.060000 sec): 3 clusters
  Score: Raw -820188.466243 + Penalty 2880.307162 = -817308.159081
  nChanged 283
		SP:Iteration 4Q (185283.180000 sec): 3 clusters
  Score: Raw -820303.604500 + Penalty 2880.307162 = -817423.297338
  nChanged 239
		SP:Iteration 5Q (185283.300000 sec): 3 clusters
  Score: Raw -820394.985656 + Penalty 2880.307162 = -817514.678494
  nChanged 187
		SP:Iteration 6Q (185283.410000 sec): 3 clusters
  Score: Raw -820459.127289 + Penalty 2880.307162 = -817578.820126
  nChanged 175
		SP:Iteration 7Q (185283.530000 sec): 3 clusters
  Score: Raw -820516.857572 + Penalty 2880.307162 = -817636.550410
  nChanged 167
		SP:Iteration 8Q (185283.650000 sec): 3 clusters
  Score: Raw -820569.227183 + Penalty 2880.307162 = -817688.920021
  nChanged 145
		SP:Iteration 9Q (185283.770000 sec): 3 clusters
  Score: Raw -820616.589591 + Penalty 2880.307162 = -817736.282428
  nChanged 152
		SP:Iteration 10Q (185283.890000 sec): 3 clusters
  Score: Raw -820670.596398 + Penalty 2880.307162 = -817790.289235
  nChanged 160
		SP:Iteration 11Q (185284.010000 sec): 3 clusters
  Score: Raw -820726.450705 + Penalty 2880.307162 = -817846.143543
  nChanged 173
		SP:Iteration 12Q (185284.130000 sec): 3 clusters
  Score: Raw -820791.223128 + Penalty 2880.307162 = -817910.915966
  nChanged 172
		SP:Iteration 13Q (185284.250000 sec): 3 clusters
  Score: Raw -820860.366486 + Penalty 2880.307162 = -817980.059324
  nChanged 175
		SP:Iteration 14Q (185284.370000 sec): 3 clusters
  Score: Raw -820942.314996 + Penalty 2880.307162 = -818062.007834
  nChanged 203
		SP:Iteration 15Q (185284.490000 sec): 3 clusters
  Score: Raw -821044.146860 + Penalty 2880.307162 = -818163.839698
  nChanged 206
		SP:Iteration 16Q (185284.610000 sec): 3 clusters
  Score: Raw -821159.167069 + Penalty 2880.307162 = -818278.859907
  nChanged 199
		SP:Iteration 17Q (185284.730000 sec): 3 clusters
  Score: Raw -821257.351224 + Penalty 2880.307162 = -818377.044061
  nChanged 182
		SP:Iteration 18Q (185284.850000 sec): 3 clusters
  Score: Raw -821363.960498 + Penalty 2880.307162 = -818483.653336
  nChanged 186
		SP:Iteration 19Q (185284.970000 sec): 3 clusters
  Score: Raw -821446.556600 + Penalty 2880.307162 = -818566.249437
  nChanged 147
		SP:Iteration 20F (185285.090000 sec): 3 clusters
  Score: Raw -821512.744607 + Penalty 2880.307162 = -818632.437445
  nChanged 123
		SP:Iteration 21Q (185285.200000 sec): 3 clusters
  Score: Raw -821558.213599 + Penalty 2880.307162 = -818677.906436
  nChanged 88
		SP:Iteration 22Q (185285.320000 sec): 3 clusters
  Score: Raw -821589.632363 + Penalty 2880.307162 = -818709.325201
  nChanged 75
		SP:Iteration 23Q (185285.440000 sec): 3 clusters
  Score: Raw -821618.797789 + Penalty 2880.307162 = -818738.490627
  nChanged 76
		SP:Iteration 24Q (185285.560000 sec): 3 clusters
  Score: Raw -821648.803184 + Penalty 2880.307162 = -818768.496022
  nChanged 62
		SP:Iteration 25Q (185285.670000 sec): 3 clusters
  Score: Raw -821671.487785 + Penalty 2880.307162 = -818791.180623
  nChanged 58
		SP:Iteration 26Q (185285.790000 sec): 3 clusters
  Score: Raw -821691.773357 + Penalty 2880.307162 = -818811.466195
  nChanged 63
		SP:Iteration 27Q (185285.910000 sec): 3 clusters
  Score: Raw -821715.520281 + Penalty 2880.307162 = -818835.213119
  nChanged 58
		SP:Iteration 28Q (185286.030000 sec): 3 clusters
  Score: Raw -821739.062846 + Penalty 2880.307162 = -818858.755684
  nChanged 53
		SP:Iteration 29Q (185286.150000 sec): 3 clusters
  Score: Raw -821755.549094 + Penalty 2880.307162 = -818875.241931
  nChanged 52
		SP:Iteration 30Q (185286.260000 sec): 3 clusters
  Score: Raw -821771.012295 + Penalty 2880.307162 = -818890.705132
  nChanged 45
		SP:Iteration 31Q (185286.380000 sec): 3 clusters
  Score: Raw -821784.904968 + Penalty 2880.307162 = -818904.597805
  nChanged 47
		SP:Iteration 32Q (185286.500000 sec): 3 clusters
  Score: Raw -821799.334021 + Penalty 2880.307162 = -818919.026858
  nChanged 56
		SP:Iteration 33Q (185286.610000 sec): 3 clusters
  Score: Raw -821819.744257 + Penalty 2880.307162 = -818939.437095
  nChanged 49
		SP:Iteration 34Q (185286.730000 sec): 3 clusters
  Score: Raw -821837.092253 + Penalty 2880.307162 = -818956.785091
  nChanged 54
		SP:Iteration 35Q (185286.850000 sec): 3 clusters
  Score: Raw -821855.657591 + Penalty 2880.307162 = -818975.350428
  nChanged 54
		SP:Iteration 36Q (185286.970000 sec): 3 clusters
  Score: Raw -821881.832019 + Penalty 2880.307162 = -819001.524857
  nChanged 69
		SP:Iteration 37Q (185287.080000 sec): 3 clusters
  Score: Raw -821913.939377 + Penalty 2880.307162 = -819033.632215
  nChanged 59
		SP:Iteration 38Q (185287.200000 sec): 3 clusters
  Score: Raw -821942.483962 + Penalty 2880.307162 = -819062.176799
  nChanged 68
		SP:Iteration 39Q (185287.310000 sec): 3 clusters
  Score: Raw -821982.981292 + Penalty 2880.307162 = -819102.674129
  nChanged 81
		SP:Iteration 40F (185287.430000 sec): 3 clusters
  Score: Raw -822028.719128 + Penalty 2880.307162 = -819148.411966
  nChanged 64
		SP:Iteration 41Q (185287.550000 sec): 3 clusters
  Score: Raw -822062.609385 + Penalty 2880.307162 = -819182.302222
  nChanged 52
		SP:Iteration 42Q (185287.670000 sec): 3 clusters
  Score: Raw -822087.551684 + Penalty 2880.307162 = -819207.244522
  nChanged 53
		SP:Iteration 43Q (185287.780000 sec): 3 clusters
  Score: Raw -822113.820689 + Penalty 2880.307162 = -819233.513527
  nChanged 46
		SP:Iteration 44Q (185287.900000 sec): 3 clusters
  Score: Raw -822138.744690 + Penalty 2880.307162 = -819258.437528
  nChanged 51
		SP:Iteration 45Q (185288.010000 sec): 3 clusters
  Score: Raw -822164.537149 + Penalty 2880.307162 = -819284.229987
  nChanged 47
		SP:Iteration 46Q (185288.130000 sec): 3 clusters
  Score: Raw -822188.716413 + Penalty 2880.307162 = -819308.409251
  nChanged 47
		SP:Iteration 47Q (185288.240000 sec): 3 clusters
  Score: Raw -822207.103629 + Penalty 2880.307162 = -819326.796467
  nChanged 32
		SP:Iteration 48Q (185288.360000 sec): 3 clusters
  Score: Raw -822219.093508 + Penalty 2880.307162 = -819338.786346
  nChanged 25
		SP:Iteration 49Q (185288.470000 sec): 3 clusters
  Score: Raw -822230.963157 + Penalty 2880.307162 = -819350.655995
  nChanged 28
		SP:Iteration 50Q (185288.590000 sec): 3 clusters
  Score: Raw -822243.261487 + Penalty 2880.307162 = -819362.954325
  nChanged 32
		SP:Iteration 51Q (185288.700000 sec): 3 clusters
  Score: Raw -822255.804482 + Penalty 2880.307162 = -819375.497320
  nChanged 26
		SP:Iteration 52Q (185288.820000 sec): 3 clusters
  Score: Raw -822266.269703 + Penalty 2880.307162 = -819385.962540
  nChanged 22
		SP:Iteration 53Q (185288.930000 sec): 3 clusters
  Score: Raw -822273.898555 + Penalty 2880.307162 = -819393.591392
  nChanged 21
		SP:Iteration 54Q (185289.050000 sec): 3 clusters
  Score: Raw -822281.413662 + Penalty 2880.307162 = -819401.106500
  nChanged 15
		SP:Iteration 55Q (185289.160000 sec): 3 clusters
  Score: Raw -822288.951511 + Penalty 2880.307162 = -819408.644349
  nChanged 26
		SP:Iteration 56Q (185289.280000 sec): 3 clusters
  Score: Raw -822299.364329 + Penalty 2880.307162 = -819419.057167
  nChanged 23
		SP:Iteration 57Q (185289.390000 sec): 3 clusters
  Score: Raw -822308.412936 + Penalty 2880.307162 = -819428.105774
  nChanged 17
		SP:Iteration 58Q (185289.510000 sec): 3 clusters
  Score: Raw -822316.193531 + Penalty 2880.307162 = -819435.886368
  nChanged 13
		SP:Iteration 59Q (185289.620000 sec): 3 clusters
  Score: Raw -822320.033948 + Penalty 2880.307162 = -819439.726785
  nChanged 14
		SP:Iteration 60F (185289.740000 sec): 3 clusters
  Score: Raw -822324.099323 + Penalty 2880.307162 = -819443.792161
  nChanged 11
		SP:Iteration 61Q (185289.850000 sec): 3 clusters
  Score: Raw -822326.905978 + Penalty 2880.307162 = -819446.598816
  nChanged 10
		SP:Iteration 62Q (185289.970000 sec): 3 clusters
  Score: Raw -822330.683118 + Penalty 2880.307162 = -819450.375956
  nChanged 13
		SP:Iteration 63Q (185290.080000 sec): 3 clusters
  Score: Raw -822335.999336 + Penalty 2880.307162 = -819455.692174
  nChanged 18
		SP:Iteration 64Q (185290.200000 sec): 3 clusters
  Score: Raw -822344.318184 + Penalty 2880.307162 = -819464.011022
  nChanged 21
		SP:Iteration 65Q (185290.310000 sec): 3 clusters
  Score: Raw -822353.771548 + Penalty 2880.307162 = -819473.464386
  nChanged 22
		SP:Iteration 66Q (185290.430000 sec): 3 clusters
  Score: Raw -822364.809661 + Penalty 2880.307162 = -819484.502499
  nChanged 24
		SP:Iteration 67Q (185290.540000 sec): 3 clusters
  Score: Raw -822375.709257 + Penalty 2880.307162 = -819495.402095
  nChanged 21
		SP:Iteration 68Q (185290.650000 sec): 3 clusters
  Score: Raw -822385.890011 + Penalty 2880.307162 = -819505.582848
  nChanged 13
		SP:Iteration 69Q (185290.770000 sec): 3 clusters
  Score: Raw -822390.626147 + Penalty 2880.307162 = -819510.318985
  nChanged 12
		SP:Iteration 70Q (185290.890000 sec): 3 clusters
  Score: Raw -822396.690441 + Penalty 2880.307162 = -819516.383279
  nChanged 8
		SP:Iteration 71Q (185291.000000 sec): 3 clusters
  Score: Raw -822401.608821 + Penalty 2880.307162 = -819521.301659
  nChanged 8
		SP:Iteration 72Q (185291.110000 sec): 3 clusters
  Score: Raw -822405.057217 + Penalty 2880.307162 = -819524.750054
  nChanged 9
		SP:Iteration 73Q (185291.230000 sec): 3 clusters
  Score: Raw -822408.574013 + Penalty 2880.307162 = -819528.266851
  nChanged 5
		SP:Iteration 74Q (185291.340000 sec): 3 clusters
  Score: Raw -822410.881360 + Penalty 2880.307162 = -819530.574198
  nChanged 6
		SP:Iteration 75Q (185291.460000 sec): 3 clusters
  Score: Raw -822412.572640 + Penalty 2880.307162 = -819532.265478
  nChanged 3
		SP:Iteration 76Q (185291.570000 sec): 3 clusters
  Score: Raw -822413.538136 + Penalty 2880.307162 = -819533.230974
  nChanged 2
		SP:Iteration 77Q (185291.690000 sec): 3 clusters
  Score: Raw -822414.540390 + Penalty 2880.307162 = -819534.233228
  nChanged 1
		SP:Iteration 78Q (185291.800000 sec): 3 clusters
  Score: Raw -822414.768683 + Penalty 2880.307162 = -819534.461520
  nChanged 1
		SP:Iteration 79Q (185291.910000 sec): 3 clusters
  Score: Raw -822415.223976 + Penalty 2880.307162 = -819534.916813
  nChanged 2
		SP:Iteration 80F (185292.030000 sec): 3 clusters
  Score: Raw -822416.234628 + Penalty 2880.307162 = -819535.927466
  nChanged 1
		SP:Iteration 81Q (185292.140000 sec): 3 clusters
  Score: Raw -822416.659367 + Penalty 2880.307162 = -819536.352205
  nChanged 3
		SP:Iteration 82Q (185292.260000 sec): 3 clusters
  Score: Raw -822417.437983 + Penalty 2880.307162 = -819537.130820
  nChanged 2
		SP:Iteration 83Q (185292.370000 sec): 3 clusters
  Score: Raw -822418.102454 + Penalty 2880.307162 = -819537.795291
  nChanged 1
		SP:Iteration 84Q (185292.490000 sec): 3 clusters
  Score: Raw -822418.283127 + Penalty 2880.307162 = -819537.975965
  nChanged 1
		SP:Iteration 85Q (185292.600000 sec): 3 clusters
  Score: Raw -822418.874349 + Penalty 2880.307162 = -819538.567187
  nChanged 2
		SP:Iteration 86Q (185292.710000 sec): 3 clusters
  Score: Raw -822419.568153 + Penalty 2880.307162 = -819539.260991
  nChanged 1
		SP:Iteration 87Q (185292.830000 sec): 3 clusters
  Score: Raw -822419.789231 + Penalty 2880.307162 = -819539.482069
  nChanged 1
		SP:Iteration 88Q (185292.940000 sec): 3 clusters
  Score: Raw -822420.007360 + Penalty 2880.307162 = -819539.700197
  nChanged 0
		SP:Iteration 89F (185293.060000 sec): 3 clusters
  Score: Raw -822420.007360 + Penalty 2880.307162 = -819539.700197
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 8 (6065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185293.160000 sec): 2 clusters
  Score: Raw -703658.015348 + Penalty 1415.422096 = -702242.593252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185293.270000 sec): 3 clusters
  Score: Raw -700429.920003 + Penalty 2830.844192 = -697599.075811
  nChanged 2453
		SP:Iteration 1F (185293.370000 sec): 3 clusters
  Score: Raw -701697.166341 + Penalty 2830.844192 = -698866.322149
  nChanged 405
		SP:Iteration 2F (185293.470000 sec): 3 clusters
  Score: Raw -701902.389038 + Penalty 2830.844192 = -699071.544846
  nChanged 327
		SP:Iteration 3F (185293.570000 sec): 3 clusters
  Score: Raw -702087.910696 + Penalty 2830.844192 = -699257.066504
  nChanged 294
		SP:Iteration 4Q (185293.670000 sec): 3 clusters
  Score: Raw -702258.869341 + Penalty 2830.844192 = -699428.025149
  nChanged 266
		SP:Iteration 5Q (185293.770000 sec): 3 clusters
  Score: Raw -702419.918420 + Penalty 2830.844192 = -699589.074228
  nChanged 276
		SP:Iteration 6Q (185293.870000 sec): 3 clusters
  Score: Raw -702599.655838 + Penalty 2830.844192 = -699768.811646
  nChanged 262
		SP:Iteration 7Q (185293.980000 sec): 3 clusters
  Score: Raw -702757.046551 + Penalty 2830.844192 = -699926.202359
  nChanged 220
		SP:Iteration 8Q (185294.070000 sec): 3 clusters
  Score: Raw -702908.773529 + Penalty 2830.844192 = -700077.929337
  nChanged 206
		SP:Iteration 9Q (185294.170000 sec): 3 clusters
  Score: Raw -703053.493011 + Penalty 2830.844192 = -700222.648820
  nChanged 222
		SP:Iteration 10Q (185294.270000 sec): 3 clusters
  Score: Raw -703209.203193 + Penalty 2830.844192 = -700378.359001
  nChanged 210
		SP:Iteration 11Q (185294.370000 sec): 3 clusters
  Score: Raw -703368.148773 + Penalty 2830.844192 = -700537.304581
  nChanged 170
		SP:Iteration 12Q (185294.470000 sec): 3 clusters
  Score: Raw -703504.446811 + Penalty 2830.844192 = -700673.602619
  nChanged 169
		SP:Iteration 13Q (185294.570000 sec): 3 clusters
  Score: Raw -703603.850567 + Penalty 2830.844192 = -700773.006375
  nChanged 121
		SP:Iteration 14Q (185294.670000 sec): 3 clusters
  Score: Raw -703662.090571 + Penalty 2830.844192 = -700831.246379
  nChanged 91
		SP:Iteration 15Q (185294.770000 sec): 3 clusters
  Score: Raw -703698.038362 + Penalty 2830.844192 = -700867.194170
  nChanged 71
		SP:Iteration 16Q (185294.860000 sec): 3 clusters
  Score: Raw -703723.161294 + Penalty 2830.844192 = -700892.317102
  nChanged 60
		SP:Iteration 17Q (185294.960000 sec): 3 clusters
  Score: Raw -703742.557540 + Penalty 2830.844192 = -700911.713348
  nChanged 53
		SP:Iteration 18Q (185295.060000 sec): 3 clusters
  Score: Raw -703758.830268 + Penalty 2830.844192 = -700927.986076
  nChanged 44
		SP:Iteration 19Q (185295.150000 sec): 3 clusters
  Score: Raw -703772.277677 + Penalty 2830.844192 = -700941.433485
  nChanged 40
		SP:Iteration 20F (185295.250000 sec): 3 clusters
  Score: Raw -703784.901220 + Penalty 2830.844192 = -700954.057028
  nChanged 40
		SP:Iteration 21Q (185295.350000 sec): 3 clusters
  Score: Raw -703795.020554 + Penalty 2830.844192 = -700964.176362
  nChanged 33
		SP:Iteration 22Q (185295.450000 sec): 3 clusters
  Score: Raw -703802.416603 + Penalty 2830.844192 = -700971.572411
  nChanged 23
		SP:Iteration 23Q (185295.550000 sec): 3 clusters
  Score: Raw -703809.092183 + Penalty 2830.844192 = -700978.247991
  nChanged 21
		SP:Iteration 24Q (185295.640000 sec): 3 clusters
  Score: Raw -703814.777335 + Penalty 2830.844192 = -700983.933143
  nChanged 23
		SP:Iteration 25Q (185295.740000 sec): 3 clusters
  Score: Raw -703819.492214 + Penalty 2830.844192 = -700988.648023
  nChanged 26
		SP:Iteration 26Q (185295.840000 sec): 3 clusters
  Score: Raw -703826.720848 + Penalty 2830.844192 = -700995.876656
  nChanged 25
		SP:Iteration 27Q (185295.930000 sec): 3 clusters
  Score: Raw -703834.010832 + Penalty 2830.844192 = -701003.166640
  nChanged 26
		SP:Iteration 28Q (185296.030000 sec): 3 clusters
  Score: Raw -703842.952725 + Penalty 2830.844192 = -701012.108533
  nChanged 25
		SP:Iteration 29Q (185296.130000 sec): 3 clusters
  Score: Raw -703850.131984 + Penalty 2830.844192 = -701019.287792
  nChanged 35
		SP:Iteration 30Q (185296.230000 sec): 3 clusters
  Score: Raw -703859.391145 + Penalty 2830.844192 = -701028.546953
  nChanged 32
		SP:Iteration 31Q (185296.330000 sec): 3 clusters
  Score: Raw -703867.801307 + Penalty 2830.844192 = -701036.957115
  nChanged 29
		SP:Iteration 32Q (185296.420000 sec): 3 clusters
  Score: Raw -703875.099094 + Penalty 2830.844192 = -701044.254902
  nChanged 17
		SP:Iteration 33Q (185296.520000 sec): 3 clusters
  Score: Raw -703878.763851 + Penalty 2830.844192 = -701047.919659
  nChanged 16
		SP:Iteration 34Q (185296.620000 sec): 3 clusters
  Score: Raw -703882.414254 + Penalty 2830.844192 = -701051.570062
  nChanged 18
		SP:Iteration 35Q (185296.720000 sec): 3 clusters
  Score: Raw -703887.951528 + Penalty 2830.844192 = -701057.107336
  nChanged 24
		SP:Iteration 36Q (185296.810000 sec): 3 clusters
  Score: Raw -703895.793352 + Penalty 2830.844192 = -701064.949160
  nChanged 22
		SP:Iteration 37Q (185296.910000 sec): 3 clusters
  Score: Raw -703900.337332 + Penalty 2830.844192 = -701069.493140
  nChanged 21
		SP:Iteration 38Q (185297.000000 sec): 3 clusters
  Score: Raw -703905.158178 + Penalty 2830.844192 = -701074.313986
  nChanged 22
		SP:Iteration 39Q (185297.100000 sec): 3 clusters
  Score: Raw -703910.019792 + Penalty 2830.844192 = -701079.175600
  nChanged 13
		SP:Iteration 40F (185297.200000 sec): 3 clusters
  Score: Raw -703912.513444 + Penalty 2830.844192 = -701081.669252
  nChanged 15
		SP:Iteration 41Q (185297.300000 sec): 3 clusters
  Score: Raw -703914.896078 + Penalty 2830.844192 = -701084.051886
  nChanged 9
		SP:Iteration 42Q (185297.400000 sec): 3 clusters
  Score: Raw -703916.439517 + Penalty 2830.844192 = -701085.595325
  nChanged 11
		SP:Iteration 43Q (185297.500000 sec): 3 clusters
  Score: Raw -703918.736022 + Penalty 2830.844192 = -701087.891830
  nChanged 9
		SP:Iteration 44Q (185297.600000 sec): 3 clusters
  Score: Raw -703920.888035 + Penalty 2830.844192 = -701090.043843
  nChanged 10
		SP:Iteration 45Q (185297.690000 sec): 3 clusters
  Score: Raw -703923.160161 + Penalty 2830.844192 = -701092.315969
  nChanged 9
		SP:Iteration 46Q (185297.790000 sec): 3 clusters
  Score: Raw -703924.175381 + Penalty 2830.844192 = -701093.331189
  nChanged 5
		SP:Iteration 47Q (185297.890000 sec): 3 clusters
  Score: Raw -703924.870332 + Penalty 2830.844192 = -701094.026140
  nChanged 3
		SP:Iteration 48Q (185297.980000 sec): 3 clusters
  Score: Raw -703925.424002 + Penalty 2830.844192 = -701094.579810
  nChanged 5
		SP:Iteration 49Q (185298.080000 sec): 3 clusters
  Score: Raw -703926.335607 + Penalty 2830.844192 = -701095.491415
  nChanged 2
		SP:Iteration 50Q (185298.180000 sec): 3 clusters
  Score: Raw -703926.811746 + Penalty 2830.844192 = -701095.967554
  nChanged 1
		SP:Iteration 51Q (185298.280000 sec): 3 clusters
  Score: Raw -703926.875760 + Penalty 2830.844192 = -701096.031568
  nChanged 2
		SP:Iteration 52Q (185298.370000 sec): 3 clusters
  Score: Raw -703927.091542 + Penalty 2830.844192 = -701096.247350
  nChanged 2
		SP:Iteration 53Q (185298.470000 sec): 3 clusters
  Score: Raw -703927.176301 + Penalty 2830.844192 = -701096.332109
  nChanged 2
		SP:Iteration 54Q (185298.570000 sec): 3 clusters
  Score: Raw -703927.602253 + Penalty 2830.844192 = -701096.758061
  nChanged 4
		SP:Iteration 55Q (185298.660000 sec): 3 clusters
  Score: Raw -703928.169365 + Penalty 2830.844192 = -701097.325173
  nChanged 3
		SP:Iteration 56Q (185298.760000 sec): 3 clusters
  Score: Raw -703928.663166 + Penalty 2830.844192 = -701097.818974
  nChanged 1
		SP:Iteration 57Q (185298.860000 sec): 3 clusters
  Score: Raw -703928.848522 + Penalty 2830.844192 = -701098.004330
  nChanged 1
		SP:Iteration 58Q (185298.960000 sec): 3 clusters
  Score: Raw -703928.997693 + Penalty 2830.844192 = -701098.153501
  nChanged 2
		SP:Iteration 59Q (185299.060000 sec): 3 clusters
  Score: Raw -703929.300949 + Penalty 2830.844192 = -701098.456757
  nChanged 0
		SP:Iteration 60F (185299.160000 sec): 3 clusters
  Score: Raw -703929.300949 + Penalty 2830.844192 = -701098.456757
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 9 (16188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185299.330000 sec): 2 clusters
  Score: Raw -1841664.973714 + Penalty 1574.954145 = -1840090.019569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185299.520000 sec): 3 clusters
  Score: Raw -1831980.181608 + Penalty 3149.908289 = -1828830.273319
  nChanged 7290
		SP:Iteration 1F (185299.710000 sec): 3 clusters
  Score: Raw -1835958.847658 + Penalty 3149.908289 = -1832808.939368
  nChanged 972
		SP:Iteration 2F (185299.890000 sec): 3 clusters
  Score: Raw -1836409.359909 + Penalty 3149.908289 = -1833259.451619
  nChanged 887
		SP:Iteration 3F (185300.080000 sec): 3 clusters
  Score: Raw -1836890.668943 + Penalty 3149.908289 = -1833740.760654
  nChanged 946
		SP:Iteration 4F (185300.270000 sec): 3 clusters
  Score: Raw -1837482.345548 + Penalty 3149.908289 = -1834332.437259
  nChanged 967
		SP:Iteration 5F (185300.450000 sec): 3 clusters
  Score: Raw -1838179.897729 + Penalty 3149.908289 = -1835029.989440
  nChanged 995
		SP:Iteration 6F (185300.640000 sec): 3 clusters
  Score: Raw -1838862.466700 + Penalty 3149.908289 = -1835712.558410
  nChanged 887
		SP:Iteration 7F (185300.830000 sec): 3 clusters
  Score: Raw -1839431.983345 + Penalty 3149.908289 = -1836282.075056
  nChanged 746
		SP:Iteration 8Q (185301.010000 sec): 3 clusters
  Score: Raw -1839862.069832 + Penalty 3149.908289 = -1836712.161542
  nChanged 613
		SP:Iteration 9Q (185301.200000 sec): 3 clusters
  Score: Raw -1840160.621098 + Penalty 3149.908289 = -1837010.712808
  nChanged 464
		SP:Iteration 10Q (185301.390000 sec): 3 clusters
  Score: Raw -1840374.451125 + Penalty 3149.908289 = -1837224.542835
  nChanged 343
		SP:Iteration 11Q (185301.570000 sec): 3 clusters
  Score: Raw -1840510.255515 + Penalty 3149.908289 = -1837360.347225
  nChanged 306
		SP:Iteration 12Q (185301.760000 sec): 3 clusters
  Score: Raw -1840630.461852 + Penalty 3149.908289 = -1837480.553562
  nChanged 281
		SP:Iteration 13Q (185301.940000 sec): 3 clusters
  Score: Raw -1840732.098370 + Penalty 3149.908289 = -1837582.190080
  nChanged 236
		SP:Iteration 14Q (185302.130000 sec): 3 clusters
  Score: Raw -1840809.525633 + Penalty 3149.908289 = -1837659.617343
  nChanged 211
		SP:Iteration 15Q (185302.310000 sec): 3 clusters
  Score: Raw -1840869.721547 + Penalty 3149.908289 = -1837719.813257
  nChanged 190
		SP:Iteration 16Q (185302.490000 sec): 3 clusters
  Score: Raw -1840919.735906 + Penalty 3149.908289 = -1837769.827617
  nChanged 171
		SP:Iteration 17Q (185302.670000 sec): 3 clusters
  Score: Raw -1840967.677060 + Penalty 3149.908289 = -1837817.768771
  nChanged 165
		SP:Iteration 18Q (185302.880000 sec): 3 clusters
  Score: Raw -1841014.472665 + Penalty 3149.908289 = -1837864.564375
  nChanged 166
		SP:Iteration 19Q (185303.070000 sec): 3 clusters
  Score: Raw -1841060.072775 + Penalty 3149.908289 = -1837910.164486
  nChanged 181
		SP:Iteration 20F (185303.260000 sec): 3 clusters
  Score: Raw -1841116.154570 + Penalty 3149.908289 = -1837966.246280
  nChanged 176
		SP:Iteration 21Q (185303.430000 sec): 3 clusters
  Score: Raw -1841173.292306 + Penalty 3149.908289 = -1838023.384016
  nChanged 175
		SP:Iteration 22Q (185303.620000 sec): 3 clusters
  Score: Raw -1841234.725984 + Penalty 3149.908289 = -1838084.817694
  nChanged 181
		SP:Iteration 23Q (185303.800000 sec): 3 clusters
  Score: Raw -1841298.681084 + Penalty 3149.908289 = -1838148.772794
  nChanged 185
		SP:Iteration 24Q (185303.980000 sec): 3 clusters
  Score: Raw -1841377.923333 + Penalty 3149.908289 = -1838228.015044
  nChanged 200
		SP:Iteration 25Q (185304.190000 sec): 3 clusters
  Score: Raw -1841475.407508 + Penalty 3149.908289 = -1838325.499219
  nChanged 200
		SP:Iteration 26Q (185304.370000 sec): 3 clusters
  Score: Raw -1841572.554713 + Penalty 3149.908289 = -1838422.646424
  nChanged 194
		SP:Iteration 27Q (185304.550000 sec): 3 clusters
  Score: Raw -1841654.299076 + Penalty 3149.908289 = -1838504.390787
  nChanged 182
		SP:Iteration 28Q (185304.730000 sec): 3 clusters
  Score: Raw -1841723.042163 + Penalty 3149.908289 = -1838573.133874
  nChanged 160
		SP:Iteration 29Q (185304.940000 sec): 3 clusters
  Score: Raw -1841780.808286 + Penalty 3149.908289 = -1838630.899996
  nChanged 158
		SP:Iteration 30Q (185305.120000 sec): 3 clusters
  Score: Raw -1841826.163924 + Penalty 3149.908289 = -1838676.255635
  nChanged 121
		SP:Iteration 31Q (185305.300000 sec): 3 clusters
  Score: Raw -1841855.955398 + Penalty 3149.908289 = -1838706.047109
  nChanged 101
		SP:Iteration 32Q (185305.470000 sec): 3 clusters
  Score: Raw -1841876.556695 + Penalty 3149.908289 = -1838726.648406
  nChanged 83
		SP:Iteration 33Q (185305.680000 sec): 3 clusters
  Score: Raw -1841895.425664 + Penalty 3149.908289 = -1838745.517375
  nChanged 66
		SP:Iteration 34Q (185305.860000 sec): 3 clusters
  Score: Raw -1841908.953159 + Penalty 3149.908289 = -1838759.044869
  nChanged 69
		SP:Iteration 35Q (185306.060000 sec): 3 clusters
  Score: Raw -1841923.865094 + Penalty 3149.908289 = -1838773.956805
  nChanged 74
		SP:Iteration 36Q (185306.240000 sec): 3 clusters
  Score: Raw -1841940.465985 + Penalty 3149.908289 = -1838790.557695
  nChanged 81
		SP:Iteration 37Q (185306.420000 sec): 3 clusters
  Score: Raw -1841961.137068 + Penalty 3149.908289 = -1838811.228779
  nChanged 68
		SP:Iteration 38Q (185306.620000 sec): 3 clusters
  Score: Raw -1841974.652112 + Penalty 3149.908289 = -1838824.743822
  nChanged 60
		SP:Iteration 39Q (185306.800000 sec): 3 clusters
  Score: Raw -1841983.023398 + Penalty 3149.908289 = -1838833.115109
  nChanged 37
		SP:Iteration 40F (185307.000000 sec): 3 clusters
  Score: Raw -1841987.473397 + Penalty 3149.908289 = -1838837.565107
  nChanged 26
		SP:Iteration 41Q (185307.180000 sec): 3 clusters
  Score: Raw -1841990.655554 + Penalty 3149.908289 = -1838840.747265
  nChanged 26
		SP:Iteration 42Q (185307.360000 sec): 3 clusters
  Score: Raw -1841993.788546 + Penalty 3149.908289 = -1838843.880257
  nChanged 29
		SP:Iteration 43Q (185307.560000 sec): 3 clusters
  Score: Raw -1841997.499217 + Penalty 3149.908289 = -1838847.590927
  nChanged 26
		SP:Iteration 44Q (185307.740000 sec): 3 clusters
  Score: Raw -1842001.037781 + Penalty 3149.908289 = -1838851.129491
  nChanged 33
		SP:Iteration 45Q (185307.910000 sec): 3 clusters
  Score: Raw -1842006.211650 + Penalty 3149.908289 = -1838856.303360
  nChanged 31
		SP:Iteration 46Q (185308.120000 sec): 3 clusters
  Score: Raw -1842010.604378 + Penalty 3149.908289 = -1838860.696088
  nChanged 30
		SP:Iteration 47Q (185308.300000 sec): 3 clusters
  Score: Raw -1842014.892330 + Penalty 3149.908289 = -1838864.984041
  nChanged 31
		SP:Iteration 48Q (185308.500000 sec): 3 clusters
  Score: Raw -1842019.216599 + Penalty 3149.908289 = -1838869.308310
  nChanged 33
		SP:Iteration 49Q (185308.680000 sec): 3 clusters
  Score: Raw -1842023.318264 + Penalty 3149.908289 = -1838873.409974
  nChanged 29
		SP:Iteration 50Q (185308.880000 sec): 3 clusters
  Score: Raw -1842027.287048 + Penalty 3149.908289 = -1838877.378758
  nChanged 26
		SP:Iteration 51Q (185309.060000 sec): 3 clusters
  Score: Raw -1842030.437593 + Penalty 3149.908289 = -1838880.529303
  nChanged 20
		SP:Iteration 52Q (185309.260000 sec): 3 clusters
  Score: Raw -1842033.061622 + Penalty 3149.908289 = -1838883.153332
  nChanged 19
		SP:Iteration 53Q (185309.440000 sec): 3 clusters
  Score: Raw -1842034.869308 + Penalty 3149.908289 = -1838884.961018
  nChanged 15
		SP:Iteration 54Q (185309.610000 sec): 3 clusters
  Score: Raw -1842036.173591 + Penalty 3149.908289 = -1838886.265301
  nChanged 7
		SP:Iteration 55Q (185309.810000 sec): 3 clusters
  Score: Raw -1842036.755238 + Penalty 3149.908289 = -1838886.846949
  nChanged 5
		SP:Iteration 56Q (185309.990000 sec): 3 clusters
  Score: Raw -1842037.652449 + Penalty 3149.908289 = -1838887.744159
  nChanged 4
		SP:Iteration 57Q (185310.200000 sec): 3 clusters
  Score: Raw -1842038.186260 + Penalty 3149.908289 = -1838888.277970
  nChanged 7
		SP:Iteration 58Q (185310.370000 sec): 3 clusters
  Score: Raw -1842038.996625 + Penalty 3149.908289 = -1838889.088336
  nChanged 6
		SP:Iteration 59Q (185310.580000 sec): 3 clusters
  Score: Raw -1842039.759721 + Penalty 3149.908289 = -1838889.851432
  nChanged 7
		SP:Iteration 60F (185310.760000 sec): 3 clusters
  Score: Raw -1842041.105774 + Penalty 3149.908289 = -1838891.197484
  nChanged 6
		SP:Iteration 61Q (185310.940000 sec): 3 clusters
  Score: Raw -1842041.904227 + Penalty 3149.908289 = -1838891.995937
  nChanged 1
		SP:Iteration 62Q (185311.140000 sec): 3 clusters
  Score: Raw -1842041.957377 + Penalty 3149.908289 = -1838892.049088
  nChanged 1
		SP:Iteration 63Q (185311.320000 sec): 3 clusters
  Score: Raw -1842042.054942 + Penalty 3149.908289 = -1838892.146652
  nChanged 0
		SP:Iteration 64F (185311.530000 sec): 3 clusters
  Score: Raw -1842042.054942 + Penalty 3149.908289 = -1838892.146652
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 10 (20145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185311.700000 sec): 2 clusters
  Score: Raw -2320556.230446 + Penalty 1610.490602 = -2318945.739844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185311.940000 sec): 3 clusters
  Score: Raw -2308482.724173 + Penalty 3220.981204 = -2305261.742969
  nChanged 9098
		SP:Iteration 1F (185312.170000 sec): 3 clusters
  Score: Raw -2313568.935374 + Penalty 3220.981204 = -2310347.954170
  nChanged 1190
		SP:Iteration 2F (185312.400000 sec): 3 clusters
  Score: Raw -2314097.461057 + Penalty 3220.981204 = -2310876.479852
  nChanged 1157
		SP:Iteration 3F (185312.660000 sec): 3 clusters
  Score: Raw -2314681.783307 + Penalty 3220.981204 = -2311460.802103
  nChanged 1145
		SP:Iteration 4F (185312.900000 sec): 3 clusters
  Score: Raw -2315289.417595 + Penalty 3220.981204 = -2312068.436391
  nChanged 1147
		SP:Iteration 5F (185313.130000 sec): 3 clusters
  Score: Raw -2315993.366852 + Penalty 3220.981204 = -2312772.385648
  nChanged 1152
		SP:Iteration 6F (185313.380000 sec): 3 clusters
  Score: Raw -2316772.912439 + Penalty 3220.981204 = -2313551.931234
  nChanged 1088
		SP:Iteration 7F (185313.620000 sec): 3 clusters
  Score: Raw -2317632.118711 + Penalty 3220.981204 = -2314411.137507
  nChanged 958
		SP:Iteration 8Q (185313.860000 sec): 3 clusters
  Score: Raw -2318444.877310 + Penalty 3220.981204 = -2315223.896105
  nChanged 832
		SP:Iteration 9Q (185314.090000 sec): 3 clusters
  Score: Raw -2319180.095594 + Penalty 3220.981204 = -2315959.114390
  nChanged 671
		SP:Iteration 10Q (185314.320000 sec): 3 clusters
  Score: Raw -2319732.926079 + Penalty 3220.981204 = -2316511.944875
  nChanged 483
		SP:Iteration 11Q (185314.560000 sec): 3 clusters
  Score: Raw -2320121.716373 + Penalty 3220.981204 = -2316900.735168
  nChanged 386
		SP:Iteration 12Q (185314.780000 sec): 3 clusters
  Score: Raw -2320386.076021 + Penalty 3220.981204 = -2317165.094816
  nChanged 315
		SP:Iteration 13Q (185315.040000 sec): 3 clusters
  Score: Raw -2320567.444922 + Penalty 3220.981204 = -2317346.463717
  nChanged 275
		SP:Iteration 14Q (185315.260000 sec): 3 clusters
  Score: Raw -2320686.634429 + Penalty 3220.981204 = -2317465.653225
  nChanged 231
		SP:Iteration 15Q (185315.480000 sec): 3 clusters
  Score: Raw -2320773.310560 + Penalty 3220.981204 = -2317552.329355
  nChanged 174
		SP:Iteration 16Q (185315.710000 sec): 3 clusters
  Score: Raw -2320829.546576 + Penalty 3220.981204 = -2317608.565372
  nChanged 144
		SP:Iteration 17Q (185315.930000 sec): 3 clusters
  Score: Raw -2320870.681521 + Penalty 3220.981204 = -2317649.700317
  nChanged 124
		SP:Iteration 18Q (185316.150000 sec): 3 clusters
  Score: Raw -2320900.138197 + Penalty 3220.981204 = -2317679.156992
  nChanged 87
		SP:Iteration 19Q (185316.400000 sec): 3 clusters
  Score: Raw -2320918.765383 + Penalty 3220.981204 = -2317697.784178
  nChanged 66
		SP:Iteration 20F (185316.640000 sec): 3 clusters
  Score: Raw -2320932.418994 + Penalty 3220.981204 = -2317711.437790
  nChanged 64
		SP:Iteration 21Q (185316.860000 sec): 3 clusters
  Score: Raw -2320945.419025 + Penalty 3220.981204 = -2317724.437821
  nChanged 53
		SP:Iteration 22Q (185317.080000 sec): 3 clusters
  Score: Raw -2320952.743612 + Penalty 3220.981204 = -2317731.762408
  nChanged 29
		SP:Iteration 23Q (185317.300000 sec): 3 clusters
  Score: Raw -2320957.014798 + Penalty 3220.981204 = -2317736.033593
  nChanged 30
		SP:Iteration 24Q (185317.530000 sec): 3 clusters
  Score: Raw -2320961.329243 + Penalty 3220.981204 = -2317740.348039
  nChanged 18
		SP:Iteration 25Q (185317.740000 sec): 3 clusters
  Score: Raw -2320963.996758 + Penalty 3220.981204 = -2317743.015554
  nChanged 16
		SP:Iteration 26Q (185317.960000 sec): 3 clusters
  Score: Raw -2320965.494364 + Penalty 3220.981204 = -2317744.513160
  nChanged 14
		SP:Iteration 27Q (185318.180000 sec): 3 clusters
  Score: Raw -2320967.243242 + Penalty 3220.981204 = -2317746.262038
  nChanged 15
		SP:Iteration 28Q (185318.410000 sec): 3 clusters
  Score: Raw -2320968.899866 + Penalty 3220.981204 = -2317747.918662
  nChanged 9
		SP:Iteration 29Q (185318.630000 sec): 3 clusters
  Score: Raw -2320969.628533 + Penalty 3220.981204 = -2317748.647329
  nChanged 7
		SP:Iteration 30Q (185318.850000 sec): 3 clusters
  Score: Raw -2320970.401493 + Penalty 3220.981204 = -2317749.420289
  nChanged 5
		SP:Iteration 31Q (185319.100000 sec): 3 clusters
  Score: Raw -2320971.017660 + Penalty 3220.981204 = -2317750.036456
  nChanged 5
		SP:Iteration 32Q (185319.320000 sec): 3 clusters
  Score: Raw -2320971.330314 + Penalty 3220.981204 = -2317750.349109
  nChanged 3
		SP:Iteration 33Q (185319.540000 sec): 3 clusters
  Score: Raw -2320971.499983 + Penalty 3220.981204 = -2317750.518778
  nChanged 5
		SP:Iteration 34Q (185319.760000 sec): 3 clusters
  Score: Raw -2320971.962395 + Penalty 3220.981204 = -2317750.981191
  nChanged 6
		SP:Iteration 35Q (185319.980000 sec): 3 clusters
  Score: Raw -2320972.428467 + Penalty 3220.981204 = -2317751.447262
  nChanged 7
		SP:Iteration 36Q (185320.200000 sec): 3 clusters
  Score: Raw -2320973.026634 + Penalty 3220.981204 = -2317752.045430
  nChanged 4
		SP:Iteration 37Q (185320.420000 sec): 3 clusters
  Score: Raw -2320973.239652 + Penalty 3220.981204 = -2317752.258448
  nChanged 5
		SP:Iteration 38Q (185320.640000 sec): 3 clusters
  Score: Raw -2320973.624805 + Penalty 3220.981204 = -2317752.643601
  nChanged 4
		SP:Iteration 39Q (185320.880000 sec): 3 clusters
  Score: Raw -2320973.753839 + Penalty 3220.981204 = -2317752.772635
  nChanged 5
		SP:Iteration 40F (185321.130000 sec): 3 clusters
  Score: Raw -2320974.052128 + Penalty 3220.981204 = -2317753.070923
  nChanged 4
		SP:Iteration 41Q (185321.340000 sec): 3 clusters
  Score: Raw -2320974.245783 + Penalty 3220.981204 = -2317753.264579
  nChanged 1
		SP:Iteration 42Q (185321.570000 sec): 3 clusters
  Score: Raw -2320974.307307 + Penalty 3220.981204 = -2317753.326103
  nChanged 1
		SP:Iteration 43Q (185321.790000 sec): 3 clusters
  Score: Raw -2320974.361307 + Penalty 3220.981204 = -2317753.380103
  nChanged 0
		SP:Iteration 44F (185322.030000 sec): 3 clusters
  Score: Raw -2320974.361307 + Penalty 3220.981204 = -2317753.380103
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 11 (32831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185322.320000 sec): 2 clusters
  Score: Raw -4005082.928150 + Penalty 1689.858376 = -4003393.069773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185322.650000 sec): 3 clusters
  Score: Raw -3984682.128845 + Penalty 3379.716753 = -3981302.412092
  nChanged 15196
		SP:Iteration 1F (185322.980000 sec): 3 clusters
  Score: Raw -3993350.091854 + Penalty 3379.716753 = -3989970.375101
  nChanged 1655
		SP:Iteration 2F (185323.350000 sec): 3 clusters
  Score: Raw -3994084.211967 + Penalty 3379.716753 = -3990704.495214
  nChanged 1802
		SP:Iteration 3F (185323.690000 sec): 3 clusters
  Score: Raw -3995081.473612 + Penalty 3379.716753 = -3991701.756859
  nChanged 1974
		SP:Iteration 4F (185324.050000 sec): 3 clusters
  Score: Raw -3996295.872047 + Penalty 3379.716753 = -3992916.155295
  nChanged 2089
		SP:Iteration 5F (185324.370000 sec): 3 clusters
  Score: Raw -3997689.619480 + Penalty 3379.716753 = -3994309.902727
  nChanged 1992
		SP:Iteration 6F (185324.700000 sec): 3 clusters
  Score: Raw -3998933.623661 + Penalty 3379.716753 = -3995553.906908
  nChanged 1771
		SP:Iteration 7F (185325.030000 sec): 3 clusters
  Score: Raw -3999902.131591 + Penalty 3379.716753 = -3996522.414839
  nChanged 1494
		SP:Iteration 8Q (185325.350000 sec): 3 clusters
  Score: Raw -4000582.379352 + Penalty 3379.716753 = -3997202.662600
  nChanged 1178
		SP:Iteration 9Q (185325.670000 sec): 3 clusters
  Score: Raw -4001010.021722 + Penalty 3379.716753 = -3997630.304969
  nChanged 889
		SP:Iteration 10Q (185325.990000 sec): 3 clusters
  Score: Raw -4001277.077490 + Penalty 3379.716753 = -3997897.360737
  nChanged 700
		SP:Iteration 11Q (185326.310000 sec): 3 clusters
  Score: Raw -4001462.119209 + Penalty 3379.716753 = -3998082.402456
  nChanged 592
		SP:Iteration 12Q (185326.630000 sec): 3 clusters
  Score: Raw -4001619.043227 + Penalty 3379.716753 = -3998239.326474
  nChanged 585
		SP:Iteration 13Q (185326.950000 sec): 3 clusters
  Score: Raw -4001775.411998 + Penalty 3379.716753 = -3998395.695246
  nChanged 547
		SP:Iteration 14Q (185327.270000 sec): 3 clusters
  Score: Raw -4001904.854873 + Penalty 3379.716753 = -3998525.138121
  nChanged 453
		SP:Iteration 15Q (185327.590000 sec): 3 clusters
  Score: Raw -4001998.846555 + Penalty 3379.716753 = -3998619.129803
  nChanged 382
		SP:Iteration 16Q (185327.910000 sec): 3 clusters
  Score: Raw -4002078.454101 + Penalty 3379.716753 = -3998698.737349
  nChanged 353
		SP:Iteration 17Q (185328.230000 sec): 3 clusters
  Score: Raw -4002166.110773 + Penalty 3379.716753 = -3998786.394020
  nChanged 362
		SP:Iteration 18Q (185328.550000 sec): 3 clusters
  Score: Raw -4002256.524451 + Penalty 3379.716753 = -3998876.807698
  nChanged 374
		SP:Iteration 19Q (185328.860000 sec): 3 clusters
  Score: Raw -4002353.772093 + Penalty 3379.716753 = -3998974.055340
  nChanged 352
		SP:Iteration 20F (185329.190000 sec): 3 clusters
  Score: Raw -4002444.487043 + Penalty 3379.716753 = -3999064.770290
  nChanged 344
		SP:Iteration 21Q (185329.510000 sec): 3 clusters
  Score: Raw -4002534.527063 + Penalty 3379.716753 = -3999154.810311
  nChanged 325
		SP:Iteration 22Q (185329.820000 sec): 3 clusters
  Score: Raw -4002610.498644 + Penalty 3379.716753 = -3999230.781891
  nChanged 308
		SP:Iteration 23Q (185330.140000 sec): 3 clusters
  Score: Raw -4002678.664538 + Penalty 3379.716753 = -3999298.947785
  nChanged 286
		SP:Iteration 24Q (185330.460000 sec): 3 clusters
  Score: Raw -4002735.698224 + Penalty 3379.716753 = -3999355.981472
  nChanged 243
		SP:Iteration 25Q (185330.780000 sec): 3 clusters
  Score: Raw -4002777.300521 + Penalty 3379.716753 = -3999397.583768
  nChanged 223
		SP:Iteration 26Q (185331.100000 sec): 3 clusters
  Score: Raw -4002812.950088 + Penalty 3379.716753 = -3999433.233335
  nChanged 202
		SP:Iteration 27Q (185331.410000 sec): 3 clusters
  Score: Raw -4002844.666774 + Penalty 3379.716753 = -3999464.950021
  nChanged 185
		SP:Iteration 28Q (185331.730000 sec): 3 clusters
  Score: Raw -4002873.117883 + Penalty 3379.716753 = -3999493.401131
  nChanged 176
		SP:Iteration 29Q (185332.050000 sec): 3 clusters
  Score: Raw -4002896.745884 + Penalty 3379.716753 = -3999517.029132
  nChanged 167
		SP:Iteration 30Q (185332.370000 sec): 3 clusters
  Score: Raw -4002920.127875 + Penalty 3379.716753 = -3999540.411122
  nChanged 168
		SP:Iteration 31Q (185332.680000 sec): 3 clusters
  Score: Raw -4002941.332016 + Penalty 3379.716753 = -3999561.615263
  nChanged 125
		SP:Iteration 32Q (185333.000000 sec): 3 clusters
  Score: Raw -4002952.910730 + Penalty 3379.716753 = -3999573.193977
  nChanged 113
		SP:Iteration 33Q (185333.320000 sec): 3 clusters
  Score: Raw -4002963.833355 + Penalty 3379.716753 = -3999584.116602
  nChanged 121
		SP:Iteration 34Q (185333.640000 sec): 3 clusters
  Score: Raw -4002974.799221 + Penalty 3379.716753 = -3999595.082468
  nChanged 116
		SP:Iteration 35Q (185333.960000 sec): 3 clusters
  Score: Raw -4002984.917427 + Penalty 3379.716753 = -3999605.200674
  nChanged 105
		SP:Iteration 36Q (185334.290000 sec): 3 clusters
  Score: Raw -4002993.932436 + Penalty 3379.716753 = -3999614.215683
  nChanged 106
		SP:Iteration 37Q (185334.610000 sec): 3 clusters
  Score: Raw -4003003.405462 + Penalty 3379.716753 = -3999623.688709
  nChanged 111
		SP:Iteration 38Q (185334.930000 sec): 3 clusters
  Score: Raw -4003013.506436 + Penalty 3379.716753 = -3999633.789683
  nChanged 108
		SP:Iteration 39Q (185335.240000 sec): 3 clusters
  Score: Raw -4003023.870964 + Penalty 3379.716753 = -3999644.154212
  nChanged 82
		SP:Iteration 40F (185335.570000 sec): 3 clusters
  Score: Raw -4003031.053316 + Penalty 3379.716753 = -3999651.336563
  nChanged 83
		SP:Iteration 41Q (185335.890000 sec): 3 clusters
  Score: Raw -4003036.970143 + Penalty 3379.716753 = -3999657.253391
  nChanged 72
		SP:Iteration 42Q (185336.210000 sec): 3 clusters
  Score: Raw -4003043.436069 + Penalty 3379.716753 = -3999663.719316
  nChanged 82
		SP:Iteration 43Q (185336.530000 sec): 3 clusters
  Score: Raw -4003050.001591 + Penalty 3379.716753 = -3999670.284838
  nChanged 81
		SP:Iteration 44Q (185336.840000 sec): 3 clusters
  Score: Raw -4003056.597082 + Penalty 3379.716753 = -3999676.880329
  nChanged 92
		SP:Iteration 45Q (185337.160000 sec): 3 clusters
  Score: Raw -4003063.620766 + Penalty 3379.716753 = -3999683.904013
  nChanged 93
		SP:Iteration 46Q (185337.480000 sec): 3 clusters
  Score: Raw -4003071.475212 + Penalty 3379.716753 = -3999691.758460
  nChanged 102
		SP:Iteration 47Q (185337.800000 sec): 3 clusters
  Score: Raw -4003079.418522 + Penalty 3379.716753 = -3999699.701770
  nChanged 96
		SP:Iteration 48Q (185338.130000 sec): 3 clusters
  Score: Raw -4003086.391282 + Penalty 3379.716753 = -3999706.674529
  nChanged 104
		SP:Iteration 49Q (185338.450000 sec): 3 clusters
  Score: Raw -4003093.811498 + Penalty 3379.716753 = -3999714.094745
  nChanged 91
		SP:Iteration 50Q (185338.770000 sec): 3 clusters
  Score: Raw -4003101.550410 + Penalty 3379.716753 = -3999721.833657
  nChanged 114
		SP:Iteration 51Q (185339.090000 sec): 3 clusters
  Score: Raw -4003112.204304 + Penalty 3379.716753 = -3999732.487551
  nChanged 127
		SP:Iteration 52Q (185339.410000 sec): 3 clusters
  Score: Raw -4003124.468845 + Penalty 3379.716753 = -3999744.752092
  nChanged 131
		SP:Iteration 53Q (185339.730000 sec): 3 clusters
  Score: Raw -4003138.408306 + Penalty 3379.716753 = -3999758.691553
  nChanged 126
		SP:Iteration 54Q (185340.060000 sec): 3 clusters
  Score: Raw -4003150.161444 + Penalty 3379.716753 = -3999770.444691
  nChanged 104
		SP:Iteration 55Q (185340.380000 sec): 3 clusters
  Score: Raw -4003159.335858 + Penalty 3379.716753 = -3999779.619106
  nChanged 96
		SP:Iteration 56Q (185340.700000 sec): 3 clusters
  Score: Raw -4003167.301768 + Penalty 3379.716753 = -3999787.585015
  nChanged 82
		SP:Iteration 57Q (185341.020000 sec): 3 clusters
  Score: Raw -4003173.732096 + Penalty 3379.716753 = -3999794.015343
  nChanged 89
		SP:Iteration 58Q (185341.340000 sec): 3 clusters
  Score: Raw -4003180.488180 + Penalty 3379.716753 = -3999800.771427
  nChanged 88
		SP:Iteration 59Q (185341.660000 sec): 3 clusters
  Score: Raw -4003187.294782 + Penalty 3379.716753 = -3999807.578030
  nChanged 96
		SP:Iteration 60F (185341.990000 sec): 3 clusters
  Score: Raw -4003195.298431 + Penalty 3379.716753 = -3999815.581678
  nChanged 97
		SP:Iteration 61Q (185342.310000 sec): 3 clusters
  Score: Raw -4003205.434088 + Penalty 3379.716753 = -3999825.717336
  nChanged 125
		SP:Iteration 62Q (185342.640000 sec): 3 clusters
  Score: Raw -4003217.214224 + Penalty 3379.716753 = -3999837.497471
  nChanged 114
		SP:Iteration 63Q (185342.960000 sec): 3 clusters
  Score: Raw -4003229.533619 + Penalty 3379.716753 = -3999849.816866
  nChanged 129
		SP:Iteration 64Q (185343.290000 sec): 3 clusters
  Score: Raw -4003243.803331 + Penalty 3379.716753 = -3999864.086578
  nChanged 126
		SP:Iteration 65Q (185343.610000 sec): 3 clusters
  Score: Raw -4003257.962967 + Penalty 3379.716753 = -3999878.246214
  nChanged 142
		SP:Iteration 66Q (185343.930000 sec): 3 clusters
  Score: Raw -4003274.637015 + Penalty 3379.716753 = -3999894.920262
  nChanged 161
		SP:Iteration 67Q (185344.250000 sec): 3 clusters
  Score: Raw -4003293.888106 + Penalty 3379.716753 = -3999914.171354
  nChanged 160
		SP:Iteration 68Q (185344.580000 sec): 3 clusters
  Score: Raw -4003311.898789 + Penalty 3379.716753 = -3999932.182036
  nChanged 155
		SP:Iteration 69Q (185344.900000 sec): 3 clusters
  Score: Raw -4003329.826948 + Penalty 3379.716753 = -3999950.110195
  nChanged 149
		SP:Iteration 70Q (185345.220000 sec): 3 clusters
  Score: Raw -4003347.866708 + Penalty 3379.716753 = -3999968.149955
  nChanged 162
		SP:Iteration 71Q (185345.620000 sec): 3 clusters
  Score: Raw -4003368.837120 + Penalty 3379.716753 = -3999989.120368
  nChanged 151
		SP:Iteration 72Q (185345.960000 sec): 3 clusters
  Score: Raw -4003384.910862 + Penalty 3379.716753 = -4000005.194109
  nChanged 139
		SP:Iteration 73Q (185346.280000 sec): 3 clusters
  Score: Raw -4003400.261844 + Penalty 3379.716753 = -4000020.545091
  nChanged 159
		SP:Iteration 74Q (185346.600000 sec): 3 clusters
  Score: Raw -4003418.168824 + Penalty 3379.716753 = -4000038.452071
  nChanged 157
		SP:Iteration 75Q (185346.920000 sec): 3 clusters
  Score: Raw -4003436.319217 + Penalty 3379.716753 = -4000056.602464
  nChanged 152
		SP:Iteration 76Q (185347.240000 sec): 3 clusters
  Score: Raw -4003455.067118 + Penalty 3379.716753 = -4000075.350365
  nChanged 170
		SP:Iteration 77Q (185347.570000 sec): 3 clusters
  Score: Raw -4003477.528828 + Penalty 3379.716753 = -4000097.812075
  nChanged 161
		SP:Iteration 78Q (185347.890000 sec): 3 clusters
  Score: Raw -4003500.307985 + Penalty 3379.716753 = -4000120.591232
  nChanged 177
		SP:Iteration 79Q (185348.200000 sec): 3 clusters
  Score: Raw -4003524.195998 + Penalty 3379.716753 = -4000144.479246
  nChanged 177
		SP:Iteration 80F (185348.530000 sec): 3 clusters
  Score: Raw -4003549.166412 + Penalty 3379.716753 = -4000169.449659
  nChanged 184
		SP:Iteration 81Q (185348.850000 sec): 3 clusters
  Score: Raw -4003576.906646 + Penalty 3379.716753 = -4000197.189893
  nChanged 219
		SP:Iteration 82Q (185349.170000 sec): 3 clusters
  Score: Raw -4003612.464032 + Penalty 3379.716753 = -4000232.747279
  nChanged 202
		SP:Iteration 83Q (185349.490000 sec): 3 clusters
  Score: Raw -4003647.375712 + Penalty 3379.716753 = -4000267.658959
  nChanged 224
		SP:Iteration 84Q (185349.810000 sec): 3 clusters
  Score: Raw -4003684.580177 + Penalty 3379.716753 = -4000304.863425
  nChanged 212
		SP:Iteration 85Q (185350.130000 sec): 3 clusters
  Score: Raw -4003722.227478 + Penalty 3379.716753 = -4000342.510725
  nChanged 221
		SP:Iteration 86Q (185350.450000 sec): 3 clusters
  Score: Raw -4003767.469422 + Penalty 3379.716753 = -4000387.752669
  nChanged 257
		SP:Iteration 87Q (185350.770000 sec): 3 clusters
  Score: Raw -4003823.228859 + Penalty 3379.716753 = -4000443.512106
  nChanged 279
		SP:Iteration 88Q (185351.100000 sec): 3 clusters
  Score: Raw -4003891.191982 + Penalty 3379.716753 = -4000511.475229
  nChanged 308
		SP:Iteration 89Q (185351.420000 sec): 3 clusters
  Score: Raw -4003974.001326 + Penalty 3379.716753 = -4000594.284574
  nChanged 301
		SP:Iteration 90Q (185351.730000 sec): 3 clusters
  Score: Raw -4004060.221495 + Penalty 3379.716753 = -4000680.504742
  nChanged 301
		SP:Iteration 91Q (185352.070000 sec): 3 clusters
  Score: Raw -4004151.888620 + Penalty 3379.716753 = -4000772.171868
  nChanged 316
		SP:Iteration 92Q (185352.370000 sec): 3 clusters
  Score: Raw -4004249.853971 + Penalty 3379.716753 = -4000870.137218
  nChanged 317
		SP:Iteration 93Q (185352.710000 sec): 3 clusters
  Score: Raw -4004344.003579 + Penalty 3379.716753 = -4000964.286826
  nChanged 327
		SP:Iteration 94Q (185353.030000 sec): 3 clusters
  Score: Raw -4004453.821354 + Penalty 3379.716753 = -4001074.104601
  nChanged 305
		SP:Iteration 95Q (185353.330000 sec): 3 clusters
  Score: Raw -4004559.742693 + Penalty 3379.716753 = -4001180.025940
  nChanged 281
		SP:Iteration 96Q (185353.660000 sec): 3 clusters
  Score: Raw -4004652.345725 + Penalty 3379.716753 = -4001272.628972
  nChanged 263
		SP:Iteration 97Q (185353.990000 sec): 3 clusters
  Score: Raw -4004732.774877 + Penalty 3379.716753 = -4001353.058125
  nChanged 250
		SP:Iteration 98Q (185354.310000 sec): 3 clusters
  Score: Raw -4004801.441500 + Penalty 3379.716753 = -4001421.724748
  nChanged 217
		SP:Iteration 99Q (185354.640000 sec): 3 clusters
  Score: Raw -4004858.648081 + Penalty 3379.716753 = -4001478.931328
  nChanged 239
		SP:Iteration 100F (185354.990000 sec): 3 clusters
  Score: Raw -4004920.509676 + Penalty 3379.716753 = -4001540.792923
  nChanged 211
		SP:Iteration 101Q (185355.290000 sec): 3 clusters
  Score: Raw -4004978.698529 + Penalty 3379.716753 = -4001598.981776
  nChanged 186
		SP:Iteration 102Q (185355.610000 sec): 3 clusters
  Score: Raw -4005021.620924 + Penalty 3379.716753 = -4001641.904171
  nChanged 164
		SP:Iteration 103Q (185355.930000 sec): 3 clusters
  Score: Raw -4005055.751197 + Penalty 3379.716753 = -4001676.034444
  nChanged 160
		SP:Iteration 104Q (185356.260000 sec): 3 clusters
  Score: Raw -4005090.977879 + Penalty 3379.716753 = -4001711.261127
  nChanged 166
		SP:Iteration 105Q (185356.580000 sec): 3 clusters
  Score: Raw -4005132.787069 + Penalty 3379.716753 = -4001753.070316
  nChanged 161
		SP:Iteration 106Q (185356.900000 sec): 3 clusters
  Score: Raw -4005170.457543 + Penalty 3379.716753 = -4001790.740790
  nChanged 133
		SP:Iteration 107Q (185357.230000 sec): 3 clusters
  Score: Raw -4005197.913742 + Penalty 3379.716753 = -4001818.196989
  nChanged 124
		SP:Iteration 108Q (185357.550000 sec): 3 clusters
  Score: Raw -4005221.264215 + Penalty 3379.716753 = -4001841.547462
  nChanged 109
		SP:Iteration 109Q (185357.870000 sec): 3 clusters
  Score: Raw -4005245.144033 + Penalty 3379.716753 = -4001865.427281
  nChanged 109
		SP:Iteration 110Q (185358.190000 sec): 3 clusters
  Score: Raw -4005266.702971 + Penalty 3379.716753 = -4001886.986218
  nChanged 96
		SP:Iteration 111Q (185358.510000 sec): 3 clusters
  Score: Raw -4005283.164473 + Penalty 3379.716753 = -4001903.447721
  nChanged 78
		SP:Iteration 112Q (185358.830000 sec): 3 clusters
  Score: Raw -4005295.146019 + Penalty 3379.716753 = -4001915.429267
  nChanged 70
		SP:Iteration 113Q (185359.150000 sec): 3 clusters
  Score: Raw -4005305.817682 + Penalty 3379.716753 = -4001926.100930
  nChanged 69
		SP:Iteration 114Q (185359.480000 sec): 3 clusters
  Score: Raw -4005317.092346 + Penalty 3379.716753 = -4001937.375593
  nChanged 66
		SP:Iteration 115Q (185359.800000 sec): 3 clusters
  Score: Raw -4005327.846352 + Penalty 3379.716753 = -4001948.129599
  nChanged 69
		SP:Iteration 116Q (185360.120000 sec): 3 clusters
  Score: Raw -4005339.269520 + Penalty 3379.716753 = -4001959.552768
  nChanged 55
		SP:Iteration 117Q (185360.440000 sec): 3 clusters
  Score: Raw -4005349.483678 + Penalty 3379.716753 = -4001969.766925
  nChanged 57
		SP:Iteration 118Q (185360.760000 sec): 3 clusters
  Score: Raw -4005359.754831 + Penalty 3379.716753 = -4001980.038079
  nChanged 58
		SP:Iteration 119Q (185361.100000 sec): 3 clusters
  Score: Raw -4005368.785132 + Penalty 3379.716753 = -4001989.068380
  nChanged 42
		SP:Iteration 120F (185361.450000 sec): 3 clusters
  Score: Raw -4005374.795703 + Penalty 3379.716753 = -4001995.078951
  nChanged 45
		SP:Iteration 121Q (185361.770000 sec): 3 clusters
  Score: Raw -4005381.890644 + Penalty 3379.716753 = -4002002.173891
  nChanged 45
		SP:Iteration 122Q (185362.090000 sec): 3 clusters
  Score: Raw -4005388.144269 + Penalty 3379.716753 = -4002008.427516
  nChanged 45
		SP:Iteration 123Q (185362.420000 sec): 3 clusters
  Score: Raw -4005393.109450 + Penalty 3379.716753 = -4002013.392697
  nChanged 35
		SP:Iteration 124Q (185362.740000 sec): 3 clusters
  Score: Raw -4005396.890007 + Penalty 3379.716753 = -4002017.173255
  nChanged 26
		SP:Iteration 125Q (185363.060000 sec): 3 clusters
  Score: Raw -4005399.840074 + Penalty 3379.716753 = -4002020.123322
  nChanged 27
		SP:Iteration 126Q (185363.380000 sec): 3 clusters
  Score: Raw -4005402.999899 + Penalty 3379.716753 = -4002023.283147
  nChanged 34
		SP:Iteration 127Q (185363.700000 sec): 3 clusters
  Score: Raw -4005407.919767 + Penalty 3379.716753 = -4002028.203014
  nChanged 34
		SP:Iteration 128Q (185364.020000 sec): 3 clusters
  Score: Raw -4005412.696824 + Penalty 3379.716753 = -4002032.980071
  nChanged 26
		SP:Iteration 129Q (185364.340000 sec): 3 clusters
  Score: Raw -4005415.863412 + Penalty 3379.716753 = -4002036.146659
  nChanged 33
		SP:Iteration 130Q (185364.660000 sec): 3 clusters
  Score: Raw -4005419.926515 + Penalty 3379.716753 = -4002040.209763
  nChanged 27
		SP:Iteration 131Q (185365.000000 sec): 3 clusters
  Score: Raw -4005423.250797 + Penalty 3379.716753 = -4002043.534044
  nChanged 21
		SP:Iteration 132Q (185365.320000 sec): 3 clusters
  Score: Raw -4005426.158182 + Penalty 3379.716753 = -4002046.441429
  nChanged 24
		SP:Iteration 133Q (185365.640000 sec): 3 clusters
  Score: Raw -4005429.900245 + Penalty 3379.716753 = -4002050.183492
  nChanged 23
		SP:Iteration 134Q (185365.960000 sec): 3 clusters
  Score: Raw -4005432.690280 + Penalty 3379.716753 = -4002052.973527
  nChanged 16
		SP:Iteration 135Q (185366.300000 sec): 3 clusters
  Score: Raw -4005435.116676 + Penalty 3379.716753 = -4002055.399924
  nChanged 15
		SP:Iteration 136Q (185366.620000 sec): 3 clusters
  Score: Raw -4005437.230865 + Penalty 3379.716753 = -4002057.514112
  nChanged 13
		SP:Iteration 137Q (185366.940000 sec): 3 clusters
  Score: Raw -4005438.792820 + Penalty 3379.716753 = -4002059.076068
  nChanged 15
		SP:Iteration 138Q (185367.270000 sec): 3 clusters
  Score: Raw -4005440.055318 + Penalty 3379.716753 = -4002060.338566
  nChanged 11
		SP:Iteration 139Q (185367.610000 sec): 3 clusters
  Score: Raw -4005440.859995 + Penalty 3379.716753 = -4002061.143242
  nChanged 10
		SP:Iteration 140F (185367.960000 sec): 3 clusters
  Score: Raw -4005441.715799 + Penalty 3379.716753 = -4002061.999046
  nChanged 10
		SP:Iteration 141Q (185368.280000 sec): 3 clusters
  Score: Raw -4005442.653024 + Penalty 3379.716753 = -4002062.936272
  nChanged 5
		SP:Iteration 142Q (185368.600000 sec): 3 clusters
  Score: Raw -4005442.946168 + Penalty 3379.716753 = -4002063.229415
  nChanged 4
		SP:Iteration 143Q (185368.920000 sec): 3 clusters
  Score: Raw -4005443.462476 + Penalty 3379.716753 = -4002063.745723
  nChanged 9
		SP:Iteration 144Q (185369.230000 sec): 3 clusters
  Score: Raw -4005444.154031 + Penalty 3379.716753 = -4002064.437278
  nChanged 7
		SP:Iteration 145Q (185369.550000 sec): 3 clusters
  Score: Raw -4005445.120210 + Penalty 3379.716753 = -4002065.403457
  nChanged 11
		SP:Iteration 146Q (185369.870000 sec): 3 clusters
  Score: Raw -4005446.289859 + Penalty 3379.716753 = -4002066.573106
  nChanged 11
		SP:Iteration 147Q (185370.210000 sec): 3 clusters
  Score: Raw -4005448.203448 + Penalty 3379.716753 = -4002068.486695
  nChanged 15
		SP:Iteration 148Q (185370.530000 sec): 3 clusters
  Score: Raw -4005449.909807 + Penalty 3379.716753 = -4002070.193054
  nChanged 13
		SP:Iteration 149Q (185370.840000 sec): 3 clusters
  Score: Raw -4005451.663323 + Penalty 3379.716753 = -4002071.946570
  nChanged 18
		SP:Iteration 150Q (185371.180000 sec): 3 clusters
  Score: Raw -4005453.657670 + Penalty 3379.716753 = -4002073.940917
  nChanged 15
		SP:Iteration 151Q (185371.500000 sec): 3 clusters
  Score: Raw -4005454.985717 + Penalty 3379.716753 = -4002075.268965
  nChanged 8
		SP:Iteration 152Q (185371.810000 sec): 3 clusters
  Score: Raw -4005455.747908 + Penalty 3379.716753 = -4002076.031155
  nChanged 3
		SP:Iteration 153Q (185372.150000 sec): 3 clusters
  Score: Raw -4005456.055380 + Penalty 3379.716753 = -4002076.338627
  nChanged 3
		SP:Iteration 154Q (185372.470000 sec): 3 clusters
  Score: Raw -4005456.377803 + Penalty 3379.716753 = -4002076.661051
  nChanged 4
		SP:Iteration 155Q (185372.810000 sec): 3 clusters
  Score: Raw -4005457.006989 + Penalty 3379.716753 = -4002077.290236
  nChanged 5
		SP:Iteration 156Q (185373.130000 sec): 3 clusters
  Score: Raw -4005457.705724 + Penalty 3379.716753 = -4002077.988971
  nChanged 7
		SP:Iteration 157Q (185373.440000 sec): 3 clusters
  Score: Raw -4005459.035131 + Penalty 3379.716753 = -4002079.318379
  nChanged 12
		SP:Iteration 158Q (185373.790000 sec): 3 clusters
  Score: Raw -4005460.790455 + Penalty 3379.716753 = -4002081.073702
  nChanged 13
		SP:Iteration 159Q (185374.110000 sec): 3 clusters
  Score: Raw -4005462.558802 + Penalty 3379.716753 = -4002082.842049
  nChanged 21
		SP:Iteration 160F (185374.460000 sec): 3 clusters
  Score: Raw -4005465.187921 + Penalty 3379.716753 = -4002085.471169
  nChanged 21
		SP:Iteration 161Q (185374.780000 sec): 3 clusters
  Score: Raw -4005467.900005 + Penalty 3379.716753 = -4002088.183252
  nChanged 16
		SP:Iteration 162Q (185375.100000 sec): 3 clusters
  Score: Raw -4005470.514398 + Penalty 3379.716753 = -4002090.797645
  nChanged 17
		SP:Iteration 163Q (185375.420000 sec): 3 clusters
  Score: Raw -4005472.960053 + Penalty 3379.716753 = -4002093.243301
  nChanged 17
		SP:Iteration 164Q (185375.740000 sec): 3 clusters
  Score: Raw -4005475.945914 + Penalty 3379.716753 = -4002096.229161
  nChanged 24
		SP:Iteration 165Q (185376.060000 sec): 3 clusters
  Score: Raw -4005480.100822 + Penalty 3379.716753 = -4002100.384070
  nChanged 26
		SP:Iteration 166Q (185376.380000 sec): 3 clusters
  Score: Raw -4005485.289126 + Penalty 3379.716753 = -4002105.572373
  nChanged 31
		SP:Iteration 167Q (185376.700000 sec): 3 clusters
  Score: Raw -4005491.715328 + Penalty 3379.716753 = -4002111.998575
  nChanged 30
		SP:Iteration 168Q (185377.040000 sec): 3 clusters
  Score: Raw -4005498.006087 + Penalty 3379.716753 = -4002118.289334
  nChanged 29
		SP:Iteration 169Q (185377.360000 sec): 3 clusters
  Score: Raw -4005503.239121 + Penalty 3379.716753 = -4002123.522368
  nChanged 26
		SP:Iteration 170Q (185377.680000 sec): 3 clusters
  Score: Raw -4005507.066595 + Penalty 3379.716753 = -4002127.349842
  nChanged 22
		SP:Iteration 171Q (185378.000000 sec): 3 clusters
  Score: Raw -4005510.128792 + Penalty 3379.716753 = -4002130.412039
  nChanged 17
		SP:Iteration 172Q (185378.340000 sec): 3 clusters
  Score: Raw -4005511.716161 + Penalty 3379.716753 = -4002131.999408
  nChanged 10
		SP:Iteration 173Q (185378.660000 sec): 3 clusters
  Score: Raw -4005512.991489 + Penalty 3379.716753 = -4002133.274736
  nChanged 10
		SP:Iteration 174Q (185378.980000 sec): 3 clusters
  Score: Raw -4005515.361283 + Penalty 3379.716753 = -4002135.644530
  nChanged 15
		SP:Iteration 175Q (185379.300000 sec): 3 clusters
  Score: Raw -4005517.064078 + Penalty 3379.716753 = -4002137.347325
  nChanged 10
		SP:Iteration 176Q (185379.640000 sec): 3 clusters
  Score: Raw -4005518.232641 + Penalty 3379.716753 = -4002138.515889
  nChanged 5
		SP:Iteration 177Q (185379.960000 sec): 3 clusters
  Score: Raw -4005518.684667 + Penalty 3379.716753 = -4002138.967914
  nChanged 5
		SP:Iteration 178Q (185380.280000 sec): 3 clusters
  Score: Raw -4005519.353063 + Penalty 3379.716753 = -4002139.636310
  nChanged 5
		SP:Iteration 179Q (185380.600000 sec): 3 clusters
  Score: Raw -4005519.751787 + Penalty 3379.716753 = -4002140.035035
  nChanged 5
		SP:Iteration 180F (185380.970000 sec): 3 clusters
  Score: Raw -4005520.139168 + Penalty 3379.716753 = -4002140.422415
  nChanged 7
		SP:Iteration 181Q (185381.290000 sec): 3 clusters
  Score: Raw -4005520.759086 + Penalty 3379.716753 = -4002141.042333
  nChanged 4
		SP:Iteration 182Q (185381.610000 sec): 3 clusters
  Score: Raw -4005521.065904 + Penalty 3379.716753 = -4002141.349151
  nChanged 4
		SP:Iteration 183Q (185381.930000 sec): 3 clusters
  Score: Raw -4005521.485973 + Penalty 3379.716753 = -4002141.769220
  nChanged 3
		SP:Iteration 184Q (185382.250000 sec): 3 clusters
  Score: Raw -4005521.704273 + Penalty 3379.716753 = -4002141.987520
  nChanged 2
		SP:Iteration 185Q (185382.570000 sec): 3 clusters
  Score: Raw -4005521.886216 + Penalty 3379.716753 = -4002142.169463
  nChanged 4
		SP:Iteration 186Q (185382.890000 sec): 3 clusters
  Score: Raw -4005522.550505 + Penalty 3379.716753 = -4002142.833752
  nChanged 9
		SP:Iteration 187Q (185383.210000 sec): 3 clusters
  Score: Raw -4005523.965608 + Penalty 3379.716753 = -4002144.248855
  nChanged 11
		SP:Iteration 188Q (185383.530000 sec): 3 clusters
  Score: Raw -4005526.005958 + Penalty 3379.716753 = -4002146.289205
  nChanged 12
		SP:Iteration 189Q (185383.870000 sec): 3 clusters
  Score: Raw -4005527.346297 + Penalty 3379.716753 = -4002147.629545
  nChanged 8
		SP:Iteration 190Q (185384.190000 sec): 3 clusters
  Score: Raw -4005528.126507 + Penalty 3379.716753 = -4002148.409754
  nChanged 5
		SP:Iteration 191Q (185384.510000 sec): 3 clusters
  Score: Raw -4005528.633545 + Penalty 3379.716753 = -4002148.916792
  nChanged 4
		SP:Iteration 192Q (185384.940000 sec): 3 clusters
  Score: Raw -4005529.023778 + Penalty 3379.716753 = -4002149.307025
  nChanged 4
		SP:Iteration 193Q (185385.280000 sec): 3 clusters
  Score: Raw -4005529.552826 + Penalty 3379.716753 = -4002149.836073
  nChanged 4
		SP:Iteration 194Q (185385.600000 sec): 3 clusters
  Score: Raw -4005530.446084 + Penalty 3379.716753 = -4002150.729331
  nChanged 6
		SP:Iteration 195Q (185385.940000 sec): 3 clusters
  Score: Raw -4005531.413676 + Penalty 3379.716753 = -4002151.696924
  nChanged 3
		SP:Iteration 196Q (185386.260000 sec): 3 clusters
  Score: Raw -4005531.689951 + Penalty 3379.716753 = -4002151.973198
  nChanged 3
		SP:Iteration 197Q (185386.580000 sec): 3 clusters
  Score: Raw -4005531.863305 + Penalty 3379.716753 = -4002152.146552
  nChanged 1
		SP:Iteration 198Q (185386.900000 sec): 3 clusters
  Score: Raw -4005531.929249 + Penalty 3379.716753 = -4002152.212496
  nChanged 0
		SP:Iteration 199F (185387.270000 sec): 3 clusters
  Score: Raw -4005531.929249 + Penalty 3379.716753 = -4002152.212496
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 12 (994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185387.320000 sec): 2 clusters
  Score: Raw -119607.773488 + Penalty 1121.532296 = -118486.241192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185387.340000 sec): 3 clusters
  Score: Raw -119327.309538 + Penalty 2243.064592 = -117084.244946
  nChanged 295
		SP:Iteration 1F (185387.370000 sec): 3 clusters
  Score: Raw -119620.433190 + Penalty 2243.064592 = -117377.368598
  nChanged 75
		SP:Iteration 2F (185387.390000 sec): 3 clusters
  Score: Raw -119754.696988 + Penalty 2243.064592 = -117511.632395
  nChanged 63
		SP:Iteration 3F (185387.410000 sec): 3 clusters
  Score: Raw -119876.726018 + Penalty 2243.064592 = -117633.661426
  nChanged 48
		SP:Iteration 4Q (185387.430000 sec): 3 clusters
  Score: Raw -120030.553207 + Penalty 2243.064592 = -117787.488615
  nChanged 45
		SP:Iteration 5Q (185387.450000 sec): 3 clusters
  Score: Raw -120126.630582 + Penalty 2243.064592 = -117883.565990
  nChanged 32
		SP:Iteration 6Q (185387.470000 sec): 3 clusters
  Score: Raw -120180.024584 + Penalty 2243.064592 = -117936.959992
  nChanged 19
		SP:Iteration 7Q (185387.480000 sec): 3 clusters
  Score: Raw -120193.253276 + Penalty 2243.064592 = -117950.188684
  nChanged 11
		SP:Iteration 8Q (185387.500000 sec): 3 clusters
  Score: Raw -120211.076344 + Penalty 2243.064592 = -117968.011752
  nChanged 12
		SP:Iteration 9Q (185387.520000 sec): 3 clusters
  Score: Raw -120222.725267 + Penalty 2243.064592 = -117979.660675
  nChanged 13
		SP:Iteration 10Q (185387.540000 sec): 3 clusters
  Score: Raw -120246.007974 + Penalty 2243.064592 = -118002.943382
  nChanged 9
		SP:Iteration 11Q (185387.550000 sec): 3 clusters
  Score: Raw -120252.885473 + Penalty 2243.064592 = -118009.820881
  nChanged 8
		SP:Iteration 12Q (185387.570000 sec): 3 clusters
  Score: Raw -120259.629102 + Penalty 2243.064592 = -118016.564510
  nChanged 9
		SP:Iteration 13Q (185387.590000 sec): 3 clusters
  Score: Raw -120267.214158 + Penalty 2243.064592 = -118024.149566
  nChanged 6
		SP:Iteration 14Q (185387.610000 sec): 3 clusters
  Score: Raw -120272.171318 + Penalty 2243.064592 = -118029.106726
  nChanged 6
		SP:Iteration 15Q (185387.630000 sec): 3 clusters
  Score: Raw -120277.997375 + Penalty 2243.064592 = -118034.932783
  nChanged 5
		SP:Iteration 16Q (185387.650000 sec): 3 clusters
  Score: Raw -120281.072798 + Penalty 2243.064592 = -118038.008206
  nChanged 1
		SP:Iteration 17Q (185387.660000 sec): 3 clusters
  Score: Raw -120282.667695 + Penalty 2243.064592 = -118039.603103
  nChanged 3
		SP:Iteration 18Q (185387.680000 sec): 3 clusters
  Score: Raw -120288.215091 + Penalty 2243.064592 = -118045.150499
  nChanged 3
		SP:Iteration 19Q (185387.700000 sec): 3 clusters
  Score: Raw -120290.165871 + Penalty 2243.064592 = -118047.101279
  nChanged 2
		SP:Iteration 20F (185387.720000 sec): 3 clusters
  Score: Raw -120293.451037 + Penalty 2243.064592 = -118050.386445
  nChanged 7
		SP:Iteration 21Q (185387.740000 sec): 3 clusters
  Score: Raw -120300.302678 + Penalty 2243.064592 = -118057.238086
  nChanged 5
		SP:Iteration 22Q (185387.750000 sec): 3 clusters
  Score: Raw -120303.272543 + Penalty 2243.064592 = -118060.207951
  nChanged 2
		SP:Iteration 23Q (185387.770000 sec): 3 clusters
  Score: Raw -120305.077739 + Penalty 2243.064592 = -118062.013147
  nChanged 3
		SP:Iteration 24Q (185387.790000 sec): 3 clusters
  Score: Raw -120307.964785 + Penalty 2243.064592 = -118064.900193
  nChanged 3
		SP:Iteration 25Q (185387.810000 sec): 3 clusters
  Score: Raw -120309.846397 + Penalty 2243.064592 = -118066.781805
  nChanged 3
		SP:Iteration 26Q (185387.830000 sec): 3 clusters
  Score: Raw -120312.634177 + Penalty 2243.064592 = -118069.569585
  nChanged 4
		SP:Iteration 27Q (185387.850000 sec): 3 clusters
  Score: Raw -120317.925993 + Penalty 2243.064592 = -118074.861401
  nChanged 4
		SP:Iteration 28Q (185387.860000 sec): 3 clusters
  Score: Raw -120320.122057 + Penalty 2243.064592 = -118077.057465
  nChanged 1
		SP:Iteration 29Q (185387.880000 sec): 3 clusters
  Score: Raw -120320.997608 + Penalty 2243.064592 = -118077.933016
  nChanged 0
		SP:Iteration 30F (185387.900000 sec): 3 clusters
  Score: Raw -120320.997608 + Penalty 2243.064592 = -118077.933016
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 13 (5327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185387.990000 sec): 2 clusters
  Score: Raw -676384.363124 + Penalty 1394.338320 = -674990.024804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185388.090000 sec): 3 clusters
  Score: Raw -673615.928646 + Penalty 2788.676640 = -670827.252006
  nChanged 2116
		SP:Iteration 1F (185388.180000 sec): 3 clusters
  Score: Raw -674705.847256 + Penalty 2788.676640 = -671917.170617
  nChanged 320
		SP:Iteration 2F (185388.270000 sec): 3 clusters
  Score: Raw -674841.374566 + Penalty 2788.676640 = -672052.697926
  nChanged 230
		SP:Iteration 3Q (185388.370000 sec): 3 clusters
  Score: Raw -674937.234521 + Penalty 2788.676640 = -672148.557881
  nChanged 173
		SP:Iteration 4Q (185388.460000 sec): 3 clusters
  Score: Raw -674996.528624 + Penalty 2788.676640 = -672207.851984
  nChanged 135
		SP:Iteration 5Q (185388.550000 sec): 3 clusters
  Score: Raw -675040.696507 + Penalty 2788.676640 = -672252.019867
  nChanged 113
		SP:Iteration 6Q (185388.640000 sec): 3 clusters
  Score: Raw -675078.886368 + Penalty 2788.676640 = -672290.209728
  nChanged 100
		SP:Iteration 7Q (185388.740000 sec): 3 clusters
  Score: Raw -675114.579862 + Penalty 2788.676640 = -672325.903222
  nChanged 100
		SP:Iteration 8Q (185388.830000 sec): 3 clusters
  Score: Raw -675143.061310 + Penalty 2788.676640 = -672354.384671
  nChanged 82
		SP:Iteration 9Q (185388.920000 sec): 3 clusters
  Score: Raw -675169.383866 + Penalty 2788.676640 = -672380.707226
  nChanged 84
		SP:Iteration 10Q (185389.010000 sec): 3 clusters
  Score: Raw -675196.456539 + Penalty 2788.676640 = -672407.779899
  nChanged 73
		SP:Iteration 11Q (185389.110000 sec): 3 clusters
  Score: Raw -675221.624252 + Penalty 2788.676640 = -672432.947612
  nChanged 95
		SP:Iteration 12Q (185389.200000 sec): 3 clusters
  Score: Raw -675252.451904 + Penalty 2788.676640 = -672463.775264
  nChanged 73
		SP:Iteration 13Q (185389.290000 sec): 3 clusters
  Score: Raw -675273.862905 + Penalty 2788.676640 = -672485.186266
  nChanged 76
		SP:Iteration 14Q (185389.390000 sec): 3 clusters
  Score: Raw -675297.515901 + Penalty 2788.676640 = -672508.839261
  nChanged 77
		SP:Iteration 15Q (185389.480000 sec): 3 clusters
  Score: Raw -675319.520252 + Penalty 2788.676640 = -672530.843612
  nChanged 70
		SP:Iteration 16Q (185389.570000 sec): 3 clusters
  Score: Raw -675341.362708 + Penalty 2788.676640 = -672552.686068
  nChanged 75
		SP:Iteration 17Q (185389.670000 sec): 3 clusters
  Score: Raw -675366.444520 + Penalty 2788.676640 = -672577.767881
  nChanged 85
		SP:Iteration 18Q (185389.760000 sec): 3 clusters
  Score: Raw -675392.396372 + Penalty 2788.676640 = -672603.719733
  nChanged 85
		SP:Iteration 19Q (185389.850000 sec): 3 clusters
  Score: Raw -675424.373000 + Penalty 2788.676640 = -672635.696361
  nChanged 91
		SP:Iteration 20F (185389.950000 sec): 3 clusters
  Score: Raw -675459.853614 + Penalty 2788.676640 = -672671.176975
  nChanged 94
		SP:Iteration 21Q (185390.040000 sec): 3 clusters
  Score: Raw -675504.488401 + Penalty 2788.676640 = -672715.811761
  nChanged 102
		SP:Iteration 22Q (185390.130000 sec): 3 clusters
  Score: Raw -675550.171259 + Penalty 2788.676640 = -672761.494619
  nChanged 102
		SP:Iteration 23Q (185390.220000 sec): 3 clusters
  Score: Raw -675598.710469 + Penalty 2788.676640 = -672810.033829
  nChanged 126
		SP:Iteration 24Q (185390.310000 sec): 3 clusters
  Score: Raw -675660.509072 + Penalty 2788.676640 = -672871.832432
  nChanged 124
		SP:Iteration 25Q (185390.410000 sec): 3 clusters
  Score: Raw -675736.435554 + Penalty 2788.676640 = -672947.758914
  nChanged 141
		SP:Iteration 26Q (185390.500000 sec): 3 clusters
  Score: Raw -675823.519558 + Penalty 2788.676640 = -673034.842918
  nChanged 131
		SP:Iteration 27Q (185390.590000 sec): 3 clusters
  Score: Raw -675908.454987 + Penalty 2788.676640 = -673119.778348
  nChanged 131
		SP:Iteration 28Q (185390.680000 sec): 3 clusters
  Score: Raw -676007.826131 + Penalty 2788.676640 = -673219.149491
  nChanged 132
		SP:Iteration 29Q (185390.770000 sec): 3 clusters
  Score: Raw -676114.522419 + Penalty 2788.676640 = -673325.845779
  nChanged 103
		SP:Iteration 30Q (185390.860000 sec): 3 clusters
  Score: Raw -676193.783330 + Penalty 2788.676640 = -673405.106690
  nChanged 93
		SP:Iteration 31Q (185390.950000 sec): 3 clusters
  Score: Raw -676265.308088 + Penalty 2788.676640 = -673476.631448
  nChanged 73
		SP:Iteration 32Q (185391.040000 sec): 3 clusters
  Score: Raw -676325.372219 + Penalty 2788.676640 = -673536.695579
  nChanged 55
		SP:Iteration 33Q (185391.130000 sec): 3 clusters
  Score: Raw -676372.021760 + Penalty 2788.676640 = -673583.345120
  nChanged 48
		SP:Iteration 34Q (185391.210000 sec): 3 clusters
  Score: Raw -676416.672374 + Penalty 2788.676640 = -673627.995734
  nChanged 40
		SP:Iteration 35Q (185391.300000 sec): 3 clusters
  Score: Raw -676451.192151 + Penalty 2788.676640 = -673662.515511
  nChanged 30
		SP:Iteration 36Q (185391.390000 sec): 3 clusters
  Score: Raw -676480.929670 + Penalty 2788.676640 = -673692.253030
  nChanged 22
		SP:Iteration 37Q (185391.470000 sec): 3 clusters
  Score: Raw -676500.561291 + Penalty 2788.676640 = -673711.884651
  nChanged 8
		SP:Iteration 38Q (185391.560000 sec): 3 clusters
  Score: Raw -676509.859903 + Penalty 2788.676640 = -673721.183264
  nChanged 7
		SP:Iteration 39Q (185391.650000 sec): 3 clusters
  Score: Raw -676516.235956 + Penalty 2788.676640 = -673727.559317
  nChanged 7
		SP:Iteration 40F (185391.740000 sec): 3 clusters
  Score: Raw -676521.967020 + Penalty 2788.676640 = -673733.290381
  nChanged 7
		SP:Iteration 41Q (185391.830000 sec): 3 clusters
  Score: Raw -676530.662619 + Penalty 2788.676640 = -673741.985979
  nChanged 8
		SP:Iteration 42Q (185391.920000 sec): 3 clusters
  Score: Raw -676536.828187 + Penalty 2788.676640 = -673748.151547
  nChanged 7
		SP:Iteration 43Q (185392.000000 sec): 3 clusters
  Score: Raw -676542.771382 + Penalty 2788.676640 = -673754.094743
  nChanged 4
		SP:Iteration 44Q (185392.090000 sec): 3 clusters
  Score: Raw -676545.159566 + Penalty 2788.676640 = -673756.482926
  nChanged 3
		SP:Iteration 45Q (185392.180000 sec): 3 clusters
  Score: Raw -676547.485989 + Penalty 2788.676640 = -673758.809350
  nChanged 3
		SP:Iteration 46Q (185392.270000 sec): 3 clusters
  Score: Raw -676550.793108 + Penalty 2788.676640 = -673762.116468
  nChanged 7
		SP:Iteration 47Q (185392.350000 sec): 3 clusters
  Score: Raw -676558.047034 + Penalty 2788.676640 = -673769.370394
  nChanged 2
		SP:Iteration 48Q (185392.440000 sec): 3 clusters
  Score: Raw -676560.379958 + Penalty 2788.676640 = -673771.703319
  nChanged 2
		SP:Iteration 49Q (185392.530000 sec): 3 clusters
  Score: Raw -676562.170982 + Penalty 2788.676640 = -673773.494343
  nChanged 3
		SP:Iteration 50Q (185392.620000 sec): 3 clusters
  Score: Raw -676564.863213 + Penalty 2788.676640 = -673776.186573
  nChanged 2
		SP:Iteration 51Q (185392.700000 sec): 3 clusters
  Score: Raw -676565.851709 + Penalty 2788.676640 = -673777.175069
  nChanged 3
		SP:Iteration 52Q (185392.790000 sec): 3 clusters
  Score: Raw -676569.546807 + Penalty 2788.676640 = -673780.870167
  nChanged 3
		SP:Iteration 53Q (185392.880000 sec): 3 clusters
  Score: Raw -676571.793751 + Penalty 2788.676640 = -673783.117111
  nChanged 2
		SP:Iteration 54Q (185392.970000 sec): 3 clusters
  Score: Raw -676573.172714 + Penalty 2788.676640 = -673784.496074
  nChanged 3
		SP:Iteration 55Q (185393.050000 sec): 3 clusters
  Score: Raw -676576.120448 + Penalty 2788.676640 = -673787.443808
  nChanged 1
		SP:Iteration 56Q (185393.140000 sec): 3 clusters
  Score: Raw -676576.559206 + Penalty 2788.676640 = -673787.882566
  nChanged 1
		SP:Iteration 57Q (185393.230000 sec): 3 clusters
  Score: Raw -676577.136770 + Penalty 2788.676640 = -673788.460130
  nChanged 0
		SP:Iteration 58F (185393.320000 sec): 3 clusters
  Score: Raw -676577.136770 + Penalty 2788.676640 = -673788.460130
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 14 (11370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185393.440000 sec): 2 clusters
  Score: Raw -1300704.471165 + Penalty 1517.544208 = -1299186.926957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185393.640000 sec): 3 clusters
  Score: Raw -1294171.968769 + Penalty 3035.088416 = -1291136.880354
  nChanged 4950
		SP:Iteration 1F (185393.790000 sec): 3 clusters
  Score: Raw -1296854.267228 + Penalty 3035.088416 = -1293819.178812
  nChanged 729
		SP:Iteration 2F (185393.950000 sec): 3 clusters
  Score: Raw -1297185.390523 + Penalty 3035.088416 = -1294150.302107
  nChanged 607
		SP:Iteration 3F (185394.130000 sec): 3 clusters
  Score: Raw -1297470.051881 + Penalty 3035.088416 = -1294434.963466
  nChanged 574
		SP:Iteration 4F (185394.290000 sec): 3 clusters
  Score: Raw -1297749.830097 + Penalty 3035.088416 = -1294714.741681
  nChanged 519
		SP:Iteration 5Q (185394.470000 sec): 3 clusters
  Score: Raw -1298042.423976 + Penalty 3035.088416 = -1295007.335561
  nChanged 576
		SP:Iteration 6F (185394.630000 sec): 3 clusters
  Score: Raw -1298398.240890 + Penalty 3035.088416 = -1295363.152474
  nChanged 595
		SP:Iteration 7F (185394.790000 sec): 3 clusters
  Score: Raw -1298770.741496 + Penalty 3035.088416 = -1295735.653081
  nChanged 589
		SP:Iteration 8F (185394.950000 sec): 3 clusters
  Score: Raw -1299170.726161 + Penalty 3035.088416 = -1296135.637745
  nChanged 591
		SP:Iteration 9F (185395.130000 sec): 3 clusters
  Score: Raw -1299610.022512 + Penalty 3035.088416 = -1296574.934097
  nChanged 556
		SP:Iteration 10Q (185395.280000 sec): 3 clusters
  Score: Raw -1300019.431720 + Penalty 3035.088416 = -1296984.343305
  nChanged 475
		SP:Iteration 11Q (185395.450000 sec): 3 clusters
  Score: Raw -1300356.564680 + Penalty 3035.088416 = -1297321.476264
  nChanged 396
		SP:Iteration 12Q (185395.600000 sec): 3 clusters
  Score: Raw -1300607.526297 + Penalty 3035.088416 = -1297572.437881
  nChanged 309
		SP:Iteration 13Q (185395.770000 sec): 3 clusters
  Score: Raw -1300765.316715 + Penalty 3035.088416 = -1297730.228299
  nChanged 231
		SP:Iteration 14Q (185395.920000 sec): 3 clusters
  Score: Raw -1300864.909241 + Penalty 3035.088416 = -1297829.820826
  nChanged 181
		SP:Iteration 15Q (185396.070000 sec): 3 clusters
  Score: Raw -1300925.701290 + Penalty 3035.088416 = -1297890.612874
  nChanged 136
		SP:Iteration 16Q (185396.250000 sec): 3 clusters
  Score: Raw -1300976.096273 + Penalty 3035.088416 = -1297941.007857
  nChanged 110
		SP:Iteration 17Q (185396.400000 sec): 3 clusters
  Score: Raw -1301012.560974 + Penalty 3035.088416 = -1297977.472558
  nChanged 96
		SP:Iteration 18Q (185396.580000 sec): 3 clusters
  Score: Raw -1301047.842068 + Penalty 3035.088416 = -1298012.753653
  nChanged 86
		SP:Iteration 19Q (185396.730000 sec): 3 clusters
  Score: Raw -1301073.346552 + Penalty 3035.088416 = -1298038.258136
  nChanged 76
		SP:Iteration 20F (185396.900000 sec): 3 clusters
  Score: Raw -1301092.907965 + Penalty 3035.088416 = -1298057.819549
  nChanged 63
		SP:Iteration 21Q (185397.050000 sec): 3 clusters
  Score: Raw -1301109.364633 + Penalty 3035.088416 = -1298074.276218
  nChanged 54
		SP:Iteration 22Q (185397.210000 sec): 3 clusters
  Score: Raw -1301119.981980 + Penalty 3035.088416 = -1298084.893564
  nChanged 34
		SP:Iteration 23Q (185397.360000 sec): 3 clusters
  Score: Raw -1301128.964337 + Penalty 3035.088416 = -1298093.875922
  nChanged 41
		SP:Iteration 24Q (185397.510000 sec): 3 clusters
  Score: Raw -1301138.602446 + Penalty 3035.088416 = -1298103.514030
  nChanged 39
		SP:Iteration 25Q (185397.680000 sec): 3 clusters
  Score: Raw -1301145.233271 + Penalty 3035.088416 = -1298110.144856
  nChanged 32
		SP:Iteration 26Q (185397.830000 sec): 3 clusters
  Score: Raw -1301149.840180 + Penalty 3035.088416 = -1298114.751765
  nChanged 18
		SP:Iteration 27Q (185397.980000 sec): 3 clusters
  Score: Raw -1301152.068284 + Penalty 3035.088416 = -1298116.979868
  nChanged 17
		SP:Iteration 28Q (185398.140000 sec): 3 clusters
  Score: Raw -1301154.266873 + Penalty 3035.088416 = -1298119.178457
  nChanged 18
		SP:Iteration 29Q (185398.290000 sec): 3 clusters
  Score: Raw -1301157.020486 + Penalty 3035.088416 = -1298121.932071
  nChanged 17
		SP:Iteration 30Q (185398.450000 sec): 3 clusters
  Score: Raw -1301159.577319 + Penalty 3035.088416 = -1298124.488903
  nChanged 22
		SP:Iteration 31Q (185398.600000 sec): 3 clusters
  Score: Raw -1301162.845775 + Penalty 3035.088416 = -1298127.757359
  nChanged 12
		SP:Iteration 32Q (185398.760000 sec): 3 clusters
  Score: Raw -1301163.981824 + Penalty 3035.088416 = -1298128.893409
  nChanged 8
		SP:Iteration 33Q (185398.910000 sec): 3 clusters
  Score: Raw -1301165.012335 + Penalty 3035.088416 = -1298129.923920
  nChanged 14
		SP:Iteration 34Q (185399.060000 sec): 3 clusters
  Score: Raw -1301166.262096 + Penalty 3035.088416 = -1298131.173681
  nChanged 9
		SP:Iteration 35Q (185399.230000 sec): 3 clusters
  Score: Raw -1301167.331909 + Penalty 3035.088416 = -1298132.243493
  nChanged 10
		SP:Iteration 36Q (185399.380000 sec): 3 clusters
  Score: Raw -1301168.634549 + Penalty 3035.088416 = -1298133.546133
  nChanged 10
		SP:Iteration 37Q (185399.540000 sec): 3 clusters
  Score: Raw -1301170.095243 + Penalty 3035.088416 = -1298135.006827
  nChanged 7
		SP:Iteration 38Q (185399.710000 sec): 3 clusters
  Score: Raw -1301170.865115 + Penalty 3035.088416 = -1298135.776699
  nChanged 7
		SP:Iteration 39Q (185399.860000 sec): 3 clusters
  Score: Raw -1301171.811139 + Penalty 3035.088416 = -1298136.722723
  nChanged 10
		SP:Iteration 40F (185400.050000 sec): 3 clusters
  Score: Raw -1301172.989802 + Penalty 3035.088416 = -1298137.901387
  nChanged 9
		SP:Iteration 41Q (185400.190000 sec): 3 clusters
  Score: Raw -1301174.550789 + Penalty 3035.088416 = -1298139.462373
  nChanged 12
		SP:Iteration 42Q (185400.350000 sec): 3 clusters
  Score: Raw -1301176.337407 + Penalty 3035.088416 = -1298141.248991
  nChanged 13
		SP:Iteration 43Q (185400.500000 sec): 3 clusters
  Score: Raw -1301177.929331 + Penalty 3035.088416 = -1298142.840915
  nChanged 8
		SP:Iteration 44Q (185400.650000 sec): 3 clusters
  Score: Raw -1301179.354362 + Penalty 3035.088416 = -1298144.265946
  nChanged 9
		SP:Iteration 45Q (185400.810000 sec): 3 clusters
  Score: Raw -1301180.288712 + Penalty 3035.088416 = -1298145.200296
  nChanged 7
		SP:Iteration 46Q (185400.960000 sec): 3 clusters
  Score: Raw -1301181.150632 + Penalty 3035.088416 = -1298146.062216
  nChanged 4
		SP:Iteration 47Q (185401.140000 sec): 3 clusters
  Score: Raw -1301181.412506 + Penalty 3035.088416 = -1298146.324090
  nChanged 1
		SP:Iteration 48Q (185401.280000 sec): 3 clusters
  Score: Raw -1301181.485927 + Penalty 3035.088416 = -1298146.397511
  nChanged 4
		SP:Iteration 49Q (185401.440000 sec): 3 clusters
  Score: Raw -1301181.835908 + Penalty 3035.088416 = -1298146.747493
  nChanged 2
		SP:Iteration 50Q (185401.590000 sec): 3 clusters
  Score: Raw -1301182.003886 + Penalty 3035.088416 = -1298146.915470
  nChanged 1
		SP:Iteration 51Q (185401.740000 sec): 3 clusters
  Score: Raw -1301182.038665 + Penalty 3035.088416 = -1298146.950249
  nChanged 1
		SP:Iteration 52Q (185401.910000 sec): 3 clusters
  Score: Raw -1301182.058705 + Penalty 3035.088416 = -1298146.970289
  nChanged 1
		SP:Iteration 53Q (185402.060000 sec): 3 clusters
  Score: Raw -1301182.137553 + Penalty 3035.088416 = -1298147.049137
  nChanged 0
		SP:Iteration 54F (185402.230000 sec): 3 clusters
  Score: Raw -1301182.137553 + Penalty 3035.088416 = -1298147.049137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 15 (30067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185402.510000 sec): 2 clusters
  Score: Raw -3678639.843066 + Penalty 1675.567319 = -3676964.275747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185402.840000 sec): 3 clusters
  Score: Raw -3660049.321299 + Penalty 3351.134639 = -3656698.186660
  nChanged 13879
		SP:Iteration 1F (185403.170000 sec): 3 clusters
  Score: Raw -3667698.615411 + Penalty 3351.134639 = -3664347.480773
  nChanged 1360
		SP:Iteration 2Q (185403.500000 sec): 3 clusters
  Score: Raw -3668221.795375 + Penalty 3351.134639 = -3664870.660737
  nChanged 1386
		SP:Iteration 3Q (185403.850000 sec): 3 clusters
  Score: Raw -3668803.176000 + Penalty 3351.134639 = -3665452.041361
  nChanged 1422
		SP:Iteration 4Q (185404.180000 sec): 3 clusters
  Score: Raw -3669526.169910 + Penalty 3351.134639 = -3666175.035271
  nChanged 1540
		SP:Iteration 5F (185404.530000 sec): 3 clusters
  Score: Raw -3670536.129209 + Penalty 3351.134639 = -3667184.994570
  nChanged 1774
		SP:Iteration 6F (185404.880000 sec): 3 clusters
  Score: Raw -3671845.056695 + Penalty 3351.134639 = -3668493.922056
  nChanged 1829
		SP:Iteration 7F (185405.210000 sec): 3 clusters
  Score: Raw -3673350.437003 + Penalty 3351.134639 = -3669999.302365
  nChanged 1702
		SP:Iteration 8F (185405.560000 sec): 3 clusters
  Score: Raw -3674753.511307 + Penalty 3351.134639 = -3671402.376668
  nChanged 1522
		SP:Iteration 9F (185405.910000 sec): 3 clusters
  Score: Raw -3676013.376995 + Penalty 3351.134639 = -3672662.242356
  nChanged 1291
		SP:Iteration 10Q (185406.240000 sec): 3 clusters
  Score: Raw -3677013.050112 + Penalty 3351.134639 = -3673661.915473
  nChanged 993
		SP:Iteration 11Q (185406.580000 sec): 3 clusters
  Score: Raw -3677740.909910 + Penalty 3351.134639 = -3674389.775271
  nChanged 727
		SP:Iteration 12Q (185406.910000 sec): 3 clusters
  Score: Raw -3678246.394519 + Penalty 3351.134639 = -3674895.259880
  nChanged 543
		SP:Iteration 13Q (185407.230000 sec): 3 clusters
  Score: Raw -3678614.354666 + Penalty 3351.134639 = -3675263.220027
  nChanged 437
		SP:Iteration 14Q (185407.510000 sec): 3 clusters
  Score: Raw -3678875.056372 + Penalty 3351.134639 = -3675523.921733
  nChanged 327
		SP:Iteration 15Q (185407.820000 sec): 3 clusters
  Score: Raw -3679038.205701 + Penalty 3351.134639 = -3675687.071063
  nChanged 228
		SP:Iteration 16Q (185408.140000 sec): 3 clusters
  Score: Raw -3679128.499421 + Penalty 3351.134639 = -3675777.364782
  nChanged 167
		SP:Iteration 17Q (185408.460000 sec): 3 clusters
  Score: Raw -3679182.780642 + Penalty 3351.134639 = -3675831.646003
  nChanged 121
		SP:Iteration 18Q (185408.740000 sec): 3 clusters
  Score: Raw -3679216.684356 + Penalty 3351.134639 = -3675865.549717
  nChanged 87
		SP:Iteration 19Q (185409.040000 sec): 3 clusters
  Score: Raw -3679239.254917 + Penalty 3351.134639 = -3675888.120279
  nChanged 70
		SP:Iteration 20F (185409.390000 sec): 3 clusters
  Score: Raw -3679258.562821 + Penalty 3351.134639 = -3675907.428182
  nChanged 60
		SP:Iteration 21Q (185409.710000 sec): 3 clusters
  Score: Raw -3679271.127657 + Penalty 3351.134639 = -3675919.993018
  nChanged 41
		SP:Iteration 22Q (185409.990000 sec): 3 clusters
  Score: Raw -3679279.457529 + Penalty 3351.134639 = -3675928.322890
  nChanged 27
		SP:Iteration 23Q (185410.300000 sec): 3 clusters
  Score: Raw -3679284.703048 + Penalty 3351.134639 = -3675933.568409
  nChanged 32
		SP:Iteration 24Q (185410.620000 sec): 3 clusters
  Score: Raw -3679291.113006 + Penalty 3351.134639 = -3675939.978368
  nChanged 32
		SP:Iteration 25Q (185410.950000 sec): 3 clusters
  Score: Raw -3679298.119705 + Penalty 3351.134639 = -3675946.985066
  nChanged 27
		SP:Iteration 26Q (185411.230000 sec): 3 clusters
  Score: Raw -3679303.780255 + Penalty 3351.134639 = -3675952.645616
  nChanged 24
		SP:Iteration 27Q (185411.530000 sec): 3 clusters
  Score: Raw -3679308.596977 + Penalty 3351.134639 = -3675957.462338
  nChanged 17
		SP:Iteration 28Q (185411.860000 sec): 3 clusters
  Score: Raw -3679312.435126 + Penalty 3351.134639 = -3675961.300487
  nChanged 21
		SP:Iteration 29Q (185412.170000 sec): 3 clusters
  Score: Raw -3679316.100473 + Penalty 3351.134639 = -3675964.965834
  nChanged 14
		SP:Iteration 30Q (185412.450000 sec): 3 clusters
  Score: Raw -3679318.440170 + Penalty 3351.134639 = -3675967.305531
  nChanged 7
		SP:Iteration 31Q (185412.750000 sec): 3 clusters
  Score: Raw -3679319.599357 + Penalty 3351.134639 = -3675968.464718
  nChanged 6
		SP:Iteration 32Q (185413.080000 sec): 3 clusters
  Score: Raw -3679320.767516 + Penalty 3351.134639 = -3675969.632877
  nChanged 7
		SP:Iteration 33Q (185413.360000 sec): 3 clusters
  Score: Raw -3679321.823411 + Penalty 3351.134639 = -3675970.688772
  nChanged 5
		SP:Iteration 34Q (185413.660000 sec): 3 clusters
  Score: Raw -3679322.726554 + Penalty 3351.134639 = -3675971.591915
  nChanged 11
		SP:Iteration 35Q (185413.990000 sec): 3 clusters
  Score: Raw -3679324.540458 + Penalty 3351.134639 = -3675973.405819
  nChanged 9
		SP:Iteration 36Q (185414.300000 sec): 3 clusters
  Score: Raw -3679326.247331 + Penalty 3351.134639 = -3675975.112692
  nChanged 5
		SP:Iteration 37Q (185414.580000 sec): 3 clusters
  Score: Raw -3679327.275387 + Penalty 3351.134639 = -3675976.140748
  nChanged 6
		SP:Iteration 38Q (185414.880000 sec): 3 clusters
  Score: Raw -3679328.099977 + Penalty 3351.134639 = -3675976.965338
  nChanged 2
		SP:Iteration 39Q (185415.210000 sec): 3 clusters
  Score: Raw -3679328.473732 + Penalty 3351.134639 = -3675977.339094
  nChanged 2
		SP:Iteration 40F (185415.510000 sec): 3 clusters
  Score: Raw -3679328.850045 + Penalty 3351.134639 = -3675977.715406
  nChanged 2
		SP:Iteration 41Q (185415.800000 sec): 3 clusters
  Score: Raw -3679329.211778 + Penalty 3351.134639 = -3675978.077139
  nChanged 1
		SP:Iteration 42Q (185416.120000 sec): 3 clusters
  Score: Raw -3679329.320492 + Penalty 3351.134639 = -3675978.185853
  nChanged 0
		SP:Iteration 43F (185416.470000 sec): 3 clusters
  Score: Raw -3679329.320492 + Penalty 3351.134639 = -3675978.185853
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 16 (21195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185416.660000 sec): 2 clusters
  Score: Raw -2500294.384258 + Penalty 1618.747095 = -2498675.637163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185416.910000 sec): 3 clusters
  Score: Raw -2487516.600149 + Penalty 3237.494190 = -2484279.105959
  nChanged 9653
		SP:Iteration 1F (185417.150000 sec): 3 clusters
  Score: Raw -2492675.996111 + Penalty 3237.494190 = -2489438.501922
  nChanged 1066
		SP:Iteration 2F (185417.420000 sec): 3 clusters
  Score: Raw -2493084.743637 + Penalty 3237.494190 = -2489847.249448
  nChanged 1057
		SP:Iteration 3Q (185417.660000 sec): 3 clusters
  Score: Raw -2493536.068473 + Penalty 3237.494190 = -2490298.574283
  nChanged 1038
		SP:Iteration 4Q (185417.920000 sec): 3 clusters
  Score: Raw -2493951.679202 + Penalty 3237.494190 = -2490714.185013
  nChanged 974
		SP:Iteration 5Q (185418.180000 sec): 3 clusters
  Score: Raw -2494349.693032 + Penalty 3237.494190 = -2491112.198842
  nChanged 879
		SP:Iteration 6Q (185418.420000 sec): 3 clusters
  Score: Raw -2494731.459585 + Penalty 3237.494190 = -2491493.965396
  nChanged 878
		SP:Iteration 7Q (185418.690000 sec): 3 clusters
  Score: Raw -2495131.681067 + Penalty 3237.494190 = -2491894.186877
  nChanged 854
		SP:Iteration 8Q (185418.930000 sec): 3 clusters
  Score: Raw -2495557.376246 + Penalty 3237.494190 = -2492319.882057
  nChanged 894
		SP:Iteration 9Q (185419.180000 sec): 3 clusters
  Score: Raw -2496037.911267 + Penalty 3237.494190 = -2492800.417077
  nChanged 889
		SP:Iteration 10Q (185419.440000 sec): 3 clusters
  Score: Raw -2496538.305643 + Penalty 3237.494190 = -2493300.811453
  nChanged 903
		SP:Iteration 11Q (185419.710000 sec): 3 clusters
  Score: Raw -2497033.165907 + Penalty 3237.494190 = -2493795.671717
  nChanged 884
		SP:Iteration 12Q (185419.960000 sec): 3 clusters
  Score: Raw -2497529.983932 + Penalty 3237.494190 = -2494292.489742
  nChanged 890
		SP:Iteration 13Q (185420.190000 sec): 3 clusters
  Score: Raw -2498052.725106 + Penalty 3237.494190 = -2494815.230916
  nChanged 839
		SP:Iteration 14Q (185420.440000 sec): 3 clusters
  Score: Raw -2498570.211426 + Penalty 3237.494190 = -2495332.717236
  nChanged 782
		SP:Iteration 15Q (185420.660000 sec): 3 clusters
  Score: Raw -2499078.173285 + Penalty 3237.494190 = -2495840.679095
  nChanged 669
		SP:Iteration 16Q (185420.890000 sec): 3 clusters
  Score: Raw -2499517.699029 + Penalty 3237.494190 = -2496280.204839
  nChanged 534
		SP:Iteration 17Q (185421.130000 sec): 3 clusters
  Score: Raw -2499881.664810 + Penalty 3237.494190 = -2496644.170620
  nChanged 395
		SP:Iteration 18Q (185421.380000 sec): 3 clusters
  Score: Raw -2500168.145940 + Penalty 3237.494190 = -2496930.651751
  nChanged 272
		SP:Iteration 19Q (185421.640000 sec): 3 clusters
  Score: Raw -2500352.351120 + Penalty 3237.494190 = -2497114.856930
  nChanged 186
		SP:Iteration 20F (185421.880000 sec): 3 clusters
  Score: Raw -2500474.519882 + Penalty 3237.494190 = -2497237.025693
  nChanged 130
		SP:Iteration 21Q (185422.110000 sec): 3 clusters
  Score: Raw -2500565.001740 + Penalty 3237.494190 = -2497327.507550
  nChanged 81
		SP:Iteration 22Q (185422.360000 sec): 3 clusters
  Score: Raw -2500619.847184 + Penalty 3237.494190 = -2497382.352995
  nChanged 61
		SP:Iteration 23Q (185422.580000 sec): 3 clusters
  Score: Raw -2500654.318694 + Penalty 3237.494190 = -2497416.824504
  nChanged 35
		SP:Iteration 24Q (185422.800000 sec): 3 clusters
  Score: Raw -2500672.083831 + Penalty 3237.494190 = -2497434.589642
  nChanged 30
		SP:Iteration 25Q (185423.010000 sec): 3 clusters
  Score: Raw -2500688.173483 + Penalty 3237.494190 = -2497450.679293
  nChanged 20
		SP:Iteration 26Q (185423.250000 sec): 3 clusters
  Score: Raw -2500698.086569 + Penalty 3237.494190 = -2497460.592379
  nChanged 20
		SP:Iteration 27Q (185423.500000 sec): 3 clusters
  Score: Raw -2500708.874061 + Penalty 3237.494190 = -2497471.379871
  nChanged 18
		SP:Iteration 28Q (185423.710000 sec): 3 clusters
  Score: Raw -2500716.851128 + Penalty 3237.494190 = -2497479.356939
  nChanged 9
		SP:Iteration 29Q (185423.930000 sec): 3 clusters
  Score: Raw -2500720.278344 + Penalty 3237.494190 = -2497482.784154
  nChanged 3
		SP:Iteration 30Q (185424.140000 sec): 3 clusters
  Score: Raw -2500721.986142 + Penalty 3237.494190 = -2497484.491952
  nChanged 7
		SP:Iteration 31Q (185424.380000 sec): 3 clusters
  Score: Raw -2500725.192668 + Penalty 3237.494190 = -2497487.698479
  nChanged 2
		SP:Iteration 32Q (185424.630000 sec): 3 clusters
  Score: Raw -2500725.704512 + Penalty 3237.494190 = -2497488.210322
  nChanged 1
		SP:Iteration 33Q (185424.840000 sec): 3 clusters
  Score: Raw -2500726.118028 + Penalty 3237.494190 = -2497488.623838
  nChanged 0
		SP:Iteration 34F (185425.080000 sec): 3 clusters
  Score: Raw -2500726.118028 + Penalty 3237.494190 = -2497488.623838
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 17 (18099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185425.270000 sec): 2 clusters
  Score: Raw -2096520.370817 + Penalty 1593.086945 = -2094927.283873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185425.520000 sec): 3 clusters
  Score: Raw -2085729.430377 + Penalty 3186.173889 = -2082543.256488
  nChanged 8205
		SP:Iteration 1F (185425.730000 sec): 3 clusters
  Score: Raw -2090236.087880 + Penalty 3186.173889 = -2087049.913991
  nChanged 916
		SP:Iteration 2F (185425.940000 sec): 3 clusters
  Score: Raw -2090557.995739 + Penalty 3186.173889 = -2087371.821850
  nChanged 812
		SP:Iteration 3Q (185426.180000 sec): 3 clusters
  Score: Raw -2090854.701292 + Penalty 3186.173889 = -2087668.527402
  nChanged 755
		SP:Iteration 4Q (185426.390000 sec): 3 clusters
  Score: Raw -2091160.818288 + Penalty 3186.173889 = -2087974.644399
  nChanged 773
		SP:Iteration 5Q (185426.620000 sec): 3 clusters
  Score: Raw -2091579.305318 + Penalty 3186.173889 = -2088393.131429
  nChanged 829
		SP:Iteration 6Q (185426.860000 sec): 3 clusters
  Score: Raw -2092075.578283 + Penalty 3186.173889 = -2088889.404394
  nChanged 882
		SP:Iteration 7Q (185427.080000 sec): 3 clusters
  Score: Raw -2092655.836746 + Penalty 3186.173889 = -2089469.662857
  nChanged 884
		SP:Iteration 8Q (185427.320000 sec): 3 clusters
  Score: Raw -2093260.962914 + Penalty 3186.173889 = -2090074.789025
  nChanged 894
		SP:Iteration 9Q (185427.530000 sec): 3 clusters
  Score: Raw -2093835.036855 + Penalty 3186.173889 = -2090648.862966
  nChanged 803
		SP:Iteration 10Q (185427.750000 sec): 3 clusters
  Score: Raw -2094259.992697 + Penalty 3186.173889 = -2091073.818808
  nChanged 644
		SP:Iteration 11Q (185427.980000 sec): 3 clusters
  Score: Raw -2094558.338607 + Penalty 3186.173889 = -2091372.164717
  nChanged 563
		SP:Iteration 12Q (185428.190000 sec): 3 clusters
  Score: Raw -2094777.271952 + Penalty 3186.173889 = -2091591.098062
  nChanged 427
		SP:Iteration 13Q (185428.450000 sec): 3 clusters
  Score: Raw -2094926.285431 + Penalty 3186.173889 = -2091740.111542
  nChanged 303
		SP:Iteration 14Q (185428.660000 sec): 3 clusters
  Score: Raw -2095019.852569 + Penalty 3186.173889 = -2091833.678679
  nChanged 254
		SP:Iteration 15Q (185428.870000 sec): 3 clusters
  Score: Raw -2095095.495233 + Penalty 3186.173889 = -2091909.321344
  nChanged 243
		SP:Iteration 16Q (185429.110000 sec): 3 clusters
  Score: Raw -2095168.774750 + Penalty 3186.173889 = -2091982.600860
  nChanged 208
		SP:Iteration 17Q (185429.310000 sec): 3 clusters
  Score: Raw -2095237.765432 + Penalty 3186.173889 = -2092051.591543
  nChanged 203
		SP:Iteration 18Q (185429.510000 sec): 3 clusters
  Score: Raw -2095304.222110 + Penalty 3186.173889 = -2092118.048221
  nChanged 218
		SP:Iteration 19Q (185429.770000 sec): 3 clusters
  Score: Raw -2095363.796844 + Penalty 3186.173889 = -2092177.622955
  nChanged 160
		SP:Iteration 20F (185429.980000 sec): 3 clusters
  Score: Raw -2095402.811635 + Penalty 3186.173889 = -2092216.637746
  nChanged 141
		SP:Iteration 21Q (185430.190000 sec): 3 clusters
  Score: Raw -2095436.686676 + Penalty 3186.173889 = -2092250.512787
  nChanged 126
		SP:Iteration 22Q (185430.420000 sec): 3 clusters
  Score: Raw -2095470.513140 + Penalty 3186.173889 = -2092284.339251
  nChanged 133
		SP:Iteration 23Q (185430.620000 sec): 3 clusters
  Score: Raw -2095510.660497 + Penalty 3186.173889 = -2092324.486608
  nChanged 136
		SP:Iteration 24Q (185430.810000 sec): 3 clusters
  Score: Raw -2095552.210735 + Penalty 3186.173889 = -2092366.036845
  nChanged 167
		SP:Iteration 25Q (185431.070000 sec): 3 clusters
  Score: Raw -2095603.890227 + Penalty 3186.173889 = -2092417.716338
  nChanged 149
		SP:Iteration 26Q (185431.260000 sec): 3 clusters
  Score: Raw -2095646.491410 + Penalty 3186.173889 = -2092460.317521
  nChanged 145
		SP:Iteration 27Q (185431.460000 sec): 3 clusters
  Score: Raw -2095693.330970 + Penalty 3186.173889 = -2092507.157080
  nChanged 160
		SP:Iteration 28Q (185431.670000 sec): 3 clusters
  Score: Raw -2095740.873074 + Penalty 3186.173889 = -2092554.699185
  nChanged 144
		SP:Iteration 29Q (185431.900000 sec): 3 clusters
  Score: Raw -2095783.322530 + Penalty 3186.173889 = -2092597.148641
  nChanged 139
		SP:Iteration 30Q (185432.090000 sec): 3 clusters
  Score: Raw -2095819.496549 + Penalty 3186.173889 = -2092633.322660
  nChanged 129
		SP:Iteration 31Q (185432.290000 sec): 3 clusters
  Score: Raw -2095857.807134 + Penalty 3186.173889 = -2092671.633244
  nChanged 125
		SP:Iteration 32Q (185432.490000 sec): 3 clusters
  Score: Raw -2095894.349682 + Penalty 3186.173889 = -2092708.175793
  nChanged 125
		SP:Iteration 33Q (185432.730000 sec): 3 clusters
  Score: Raw -2095933.373728 + Penalty 3186.173889 = -2092747.199839
  nChanged 143
		SP:Iteration 34Q (185432.920000 sec): 3 clusters
  Score: Raw -2095977.199427 + Penalty 3186.173889 = -2092791.025538
  nChanged 125
		SP:Iteration 35Q (185433.110000 sec): 3 clusters
  Score: Raw -2096015.640302 + Penalty 3186.173889 = -2092829.466413
  nChanged 118
		SP:Iteration 36Q (185433.310000 sec): 3 clusters
  Score: Raw -2096045.577591 + Penalty 3186.173889 = -2092859.403702
  nChanged 99
		SP:Iteration 37Q (185433.550000 sec): 3 clusters
  Score: Raw -2096079.331584 + Penalty 3186.173889 = -2092893.157695
  nChanged 114
		SP:Iteration 38Q (185433.740000 sec): 3 clusters
  Score: Raw -2096115.390564 + Penalty 3186.173889 = -2092929.216675
  nChanged 106
		SP:Iteration 39Q (185433.930000 sec): 3 clusters
  Score: Raw -2096142.941860 + Penalty 3186.173889 = -2092956.767971
  nChanged 93
		SP:Iteration 40F (185434.150000 sec): 3 clusters
  Score: Raw -2096165.461554 + Penalty 3186.173889 = -2092979.287665
  nChanged 76
		SP:Iteration 41Q (185434.370000 sec): 3 clusters
  Score: Raw -2096184.001544 + Penalty 3186.173889 = -2092997.827655
  nChanged 82
		SP:Iteration 42Q (185434.570000 sec): 3 clusters
  Score: Raw -2096207.803483 + Penalty 3186.173889 = -2093021.629594
  nChanged 78
		SP:Iteration 43Q (185434.760000 sec): 3 clusters
  Score: Raw -2096227.814605 + Penalty 3186.173889 = -2093041.640715
  nChanged 69
		SP:Iteration 44Q (185435.020000 sec): 3 clusters
  Score: Raw -2096244.804633 + Penalty 3186.173889 = -2093058.630743
  nChanged 70
		SP:Iteration 45Q (185435.210000 sec): 3 clusters
  Score: Raw -2096261.955079 + Penalty 3186.173889 = -2093075.781190
  nChanged 63
		SP:Iteration 46Q (185435.410000 sec): 3 clusters
  Score: Raw -2096278.417122 + Penalty 3186.173889 = -2093092.243233
  nChanged 58
		SP:Iteration 47Q (185435.610000 sec): 3 clusters
  Score: Raw -2096291.834889 + Penalty 3186.173889 = -2093105.661000
  nChanged 53
		SP:Iteration 48Q (185435.840000 sec): 3 clusters
  Score: Raw -2096305.463772 + Penalty 3186.173889 = -2093119.289882
  nChanged 54
		SP:Iteration 49Q (185436.030000 sec): 3 clusters
  Score: Raw -2096322.335022 + Penalty 3186.173889 = -2093136.161132
  nChanged 61
		SP:Iteration 50Q (185436.230000 sec): 3 clusters
  Score: Raw -2096340.730573 + Penalty 3186.173889 = -2093154.556683
  nChanged 65
		SP:Iteration 51Q (185436.430000 sec): 3 clusters
  Score: Raw -2096358.014496 + Penalty 3186.173889 = -2093171.840606
  nChanged 57
		SP:Iteration 52Q (185436.680000 sec): 3 clusters
  Score: Raw -2096371.680286 + Penalty 3186.173889 = -2093185.506397
  nChanged 42
		SP:Iteration 53Q (185436.870000 sec): 3 clusters
  Score: Raw -2096381.025394 + Penalty 3186.173889 = -2093194.851504
  nChanged 29
		SP:Iteration 54Q (185437.070000 sec): 3 clusters
  Score: Raw -2096388.011998 + Penalty 3186.173889 = -2093201.838109
  nChanged 28
		SP:Iteration 55Q (185437.340000 sec): 3 clusters
  Score: Raw -2096394.591397 + Penalty 3186.173889 = -2093208.417508
  nChanged 30
		SP:Iteration 56Q (185437.530000 sec): 3 clusters
  Score: Raw -2096400.345508 + Penalty 3186.173889 = -2093214.171619
  nChanged 28
		SP:Iteration 57Q (185437.720000 sec): 3 clusters
  Score: Raw -2096405.782027 + Penalty 3186.173889 = -2093219.608138
  nChanged 28
		SP:Iteration 58Q (185437.920000 sec): 3 clusters
  Score: Raw -2096411.546303 + Penalty 3186.173889 = -2093225.372414
  nChanged 28
		SP:Iteration 59Q (185438.170000 sec): 3 clusters
  Score: Raw -2096419.213151 + Penalty 3186.173889 = -2093233.039261
  nChanged 28
		SP:Iteration 60F (185438.380000 sec): 3 clusters
  Score: Raw -2096426.869537 + Penalty 3186.173889 = -2093240.695648
  nChanged 27
		SP:Iteration 61Q (185438.580000 sec): 3 clusters
  Score: Raw -2096434.295786 + Penalty 3186.173889 = -2093248.121897
  nChanged 22
		SP:Iteration 62Q (185438.840000 sec): 3 clusters
  Score: Raw -2096439.987208 + Penalty 3186.173889 = -2093253.813318
  nChanged 19
		SP:Iteration 63Q (185439.030000 sec): 3 clusters
  Score: Raw -2096443.488617 + Penalty 3186.173889 = -2093257.314728
  nChanged 17
		SP:Iteration 64Q (185439.220000 sec): 3 clusters
  Score: Raw -2096447.702434 + Penalty 3186.173889 = -2093261.528545
  nChanged 33
		SP:Iteration 65Q (185439.430000 sec): 3 clusters
  Score: Raw -2096456.622799 + Penalty 3186.173889 = -2093270.448910
  nChanged 29
		SP:Iteration 66Q (185439.660000 sec): 3 clusters
  Score: Raw -2096465.470788 + Penalty 3186.173889 = -2093279.296899
  nChanged 37
		SP:Iteration 67Q (185439.850000 sec): 3 clusters
  Score: Raw -2096474.962710 + Penalty 3186.173889 = -2093288.788821
  nChanged 33
		SP:Iteration 68Q (185440.040000 sec): 3 clusters
  Score: Raw -2096483.347830 + Penalty 3186.173889 = -2093297.173940
  nChanged 28
		SP:Iteration 69Q (185440.270000 sec): 3 clusters
  Score: Raw -2096491.531876 + Penalty 3186.173889 = -2093305.357986
  nChanged 34
		SP:Iteration 70Q (185440.490000 sec): 3 clusters
  Score: Raw -2096501.356303 + Penalty 3186.173889 = -2093315.182414
  nChanged 33
		SP:Iteration 71Q (185440.680000 sec): 3 clusters
  Score: Raw -2096512.231266 + Penalty 3186.173889 = -2093326.057377
  nChanged 45
		SP:Iteration 72Q (185440.880000 sec): 3 clusters
  Score: Raw -2096526.549689 + Penalty 3186.173889 = -2093340.375800
  nChanged 45
		SP:Iteration 73Q (185441.130000 sec): 3 clusters
  Score: Raw -2096540.815446 + Penalty 3186.173889 = -2093354.641557
  nChanged 34
		SP:Iteration 74Q (185441.320000 sec): 3 clusters
  Score: Raw -2096553.416839 + Penalty 3186.173889 = -2093367.242950
  nChanged 33
		SP:Iteration 75Q (185441.510000 sec): 3 clusters
  Score: Raw -2096562.770563 + Penalty 3186.173889 = -2093376.596673
  nChanged 29
		SP:Iteration 76Q (185441.710000 sec): 3 clusters
  Score: Raw -2096570.989679 + Penalty 3186.173889 = -2093384.815789
  nChanged 23
		SP:Iteration 77Q (185441.950000 sec): 3 clusters
  Score: Raw -2096578.551219 + Penalty 3186.173889 = -2093392.377330
  nChanged 18
		SP:Iteration 78Q (185442.140000 sec): 3 clusters
  Score: Raw -2096586.177952 + Penalty 3186.173889 = -2093400.004063
  nChanged 28
		SP:Iteration 79Q (185442.330000 sec): 3 clusters
  Score: Raw -2096596.639365 + Penalty 3186.173889 = -2093410.465476
  nChanged 29
		SP:Iteration 80F (185442.550000 sec): 3 clusters
  Score: Raw -2096608.466037 + Penalty 3186.173889 = -2093422.292148
  nChanged 23
		SP:Iteration 81Q (185442.780000 sec): 3 clusters
  Score: Raw -2096617.380215 + Penalty 3186.173889 = -2093431.206326
  nChanged 25
		SP:Iteration 82Q (185442.970000 sec): 3 clusters
  Score: Raw -2096627.723952 + Penalty 3186.173889 = -2093441.550063
  nChanged 31
		SP:Iteration 83Q (185443.160000 sec): 3 clusters
  Score: Raw -2096639.093331 + Penalty 3186.173889 = -2093452.919441
  nChanged 30
		SP:Iteration 84Q (185443.360000 sec): 3 clusters
  Score: Raw -2096649.083934 + Penalty 3186.173889 = -2093462.910045
  nChanged 22
		SP:Iteration 85Q (185443.610000 sec): 3 clusters
  Score: Raw -2096658.042216 + Penalty 3186.173889 = -2093471.868327
  nChanged 30
		SP:Iteration 86Q (185443.810000 sec): 3 clusters
  Score: Raw -2096670.424903 + Penalty 3186.173889 = -2093484.251014
  nChanged 25
		SP:Iteration 87Q (185443.990000 sec): 3 clusters
  Score: Raw -2096679.655356 + Penalty 3186.173889 = -2093493.481467
  nChanged 24
		SP:Iteration 88Q (185444.200000 sec): 3 clusters
  Score: Raw -2096687.995144 + Penalty 3186.173889 = -2093501.821254
  nChanged 17
		SP:Iteration 89Q (185444.430000 sec): 3 clusters
  Score: Raw -2096693.081481 + Penalty 3186.173889 = -2093506.907592
  nChanged 9
		SP:Iteration 90Q (185444.620000 sec): 3 clusters
  Score: Raw -2096695.970170 + Penalty 3186.173889 = -2093509.796280
  nChanged 13
		SP:Iteration 91Q (185444.810000 sec): 3 clusters
  Score: Raw -2096699.630601 + Penalty 3186.173889 = -2093513.456712
  nChanged 12
		SP:Iteration 92Q (185445.010000 sec): 3 clusters
  Score: Raw -2096703.095704 + Penalty 3186.173889 = -2093516.921815
  nChanged 11
		SP:Iteration 93Q (185445.270000 sec): 3 clusters
  Score: Raw -2096707.456544 + Penalty 3186.173889 = -2093521.282655
  nChanged 12
		SP:Iteration 94Q (185445.460000 sec): 3 clusters
  Score: Raw -2096711.088574 + Penalty 3186.173889 = -2093524.914685
  nChanged 10
		SP:Iteration 95Q (185445.650000 sec): 3 clusters
  Score: Raw -2096714.431021 + Penalty 3186.173889 = -2093528.257132
  nChanged 8
		SP:Iteration 96Q (185445.850000 sec): 3 clusters
  Score: Raw -2096717.627656 + Penalty 3186.173889 = -2093531.453767
  nChanged 7
		SP:Iteration 97Q (185446.080000 sec): 3 clusters
  Score: Raw -2096720.171870 + Penalty 3186.173889 = -2093533.997981
  nChanged 7
		SP:Iteration 98Q (185446.270000 sec): 3 clusters
  Score: Raw -2096722.494688 + Penalty 3186.173889 = -2093536.320798
  nChanged 9
		SP:Iteration 99Q (185446.460000 sec): 3 clusters
  Score: Raw -2096724.874482 + Penalty 3186.173889 = -2093538.700593
  nChanged 4
		SP:Iteration 100F (185446.670000 sec): 3 clusters
  Score: Raw -2096726.013831 + Penalty 3186.173889 = -2093539.839942
  nChanged 5
		SP:Iteration 101Q (185446.900000 sec): 3 clusters
  Score: Raw -2096727.863923 + Penalty 3186.173889 = -2093541.690034
  nChanged 1
		SP:Iteration 102Q (185447.090000 sec): 3 clusters
  Score: Raw -2096728.114457 + Penalty 3186.173889 = -2093541.940567
  nChanged 2
		SP:Iteration 103Q (185447.280000 sec): 3 clusters
  Score: Raw -2096728.528033 + Penalty 3186.173889 = -2093542.354144
  nChanged 2
		SP:Iteration 104Q (185447.480000 sec): 3 clusters
  Score: Raw -2096728.950072 + Penalty 3186.173889 = -2093542.776183
  nChanged 1
		SP:Iteration 105Q (185447.730000 sec): 3 clusters
  Score: Raw -2096729.077380 + Penalty 3186.173889 = -2093542.903491
  nChanged 0
		SP:Iteration 106F (185447.940000 sec): 3 clusters
  Score: Raw -2096729.077380 + Penalty 3186.173889 = -2093542.903491
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 18 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185447.990000 sec): 2 clusters
  Score: Raw -59110.145787 + Penalty 1019.954567 = -58090.191220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185448.010000 sec): 3 clusters
  Score: Raw -59014.342204 + Penalty 2039.909134 = -56974.433070
  nChanged 132
		SP:Iteration 1F (185448.020000 sec): 3 clusters
  Score: Raw -59177.211780 + Penalty 2039.909134 = -57137.302646
  nChanged 40
		SP:Iteration 2F (185448.030000 sec): 3 clusters
  Score: Raw -59245.798098 + Penalty 2039.909134 = -57205.888964
  nChanged 32
		SP:Iteration 3F (185448.040000 sec): 3 clusters
  Score: Raw -59286.867873 + Penalty 2039.909134 = -57246.958739
  nChanged 8
		SP:Iteration 4Q (185448.050000 sec): 3 clusters
  Score: Raw -59298.938270 + Penalty 2039.909134 = -57259.029136
  nChanged 8
		SP:Iteration 5Q (185448.060000 sec): 3 clusters
  Score: Raw -59314.456517 + Penalty 2039.909134 = -57274.547383
  nChanged 10
		SP:Iteration 6Q (185448.070000 sec): 3 clusters
  Score: Raw -59334.316930 + Penalty 2039.909134 = -57294.407796
  nChanged 9
		SP:Iteration 7Q (185448.090000 sec): 3 clusters
  Score: Raw -59356.419579 + Penalty 2039.909134 = -57316.510445
  nChanged 4
		SP:Iteration 8Q (185448.090000 sec): 3 clusters
  Score: Raw -59362.587558 + Penalty 2039.909134 = -57322.678424
  nChanged 1
		SP:Iteration 9Q (185448.110000 sec): 3 clusters
  Score: Raw -59363.043542 + Penalty 2039.909134 = -57323.134407
  nChanged 0
		SP:Iteration 10F (185448.110000 sec): 3 clusters
  Score: Raw -59363.043542 + Penalty 2039.909134 = -57323.134407
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 19 (60553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185448.560000 sec): 2 clusters
  Score: Raw -7082683.948524 + Penalty 1789.332073 = -7080894.616452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185449.130000 sec): 3 clusters
  Score: Raw -7044060.437093 + Penalty 3578.664145 = -7040481.772947
  nChanged 28443
		SP:Iteration 1F (185449.720000 sec): 3 clusters
  Score: Raw -7060498.422818 + Penalty 3578.664145 = -7056919.758673
  nChanged 2390
		SP:Iteration 2Q (185450.280000 sec): 3 clusters
  Score: Raw -7061218.121826 + Penalty 3578.664145 = -7057639.457680
  nChanged 2403
		SP:Iteration 3Q (185450.870000 sec): 3 clusters
  Score: Raw -7061987.399369 + Penalty 3578.664145 = -7058408.735223
  nChanged 2385
		SP:Iteration 4Q (185451.430000 sec): 3 clusters
  Score: Raw -7062798.116484 + Penalty 3578.664145 = -7059219.452338
  nChanged 2493
		SP:Iteration 5Q (185452.010000 sec): 3 clusters
  Score: Raw -7063708.050129 + Penalty 3578.664145 = -7060129.385984
  nChanged 2602
		SP:Iteration 6Q (185452.560000 sec): 3 clusters
  Score: Raw -7064790.638498 + Penalty 3578.664145 = -7061211.974352
  nChanged 2831
		SP:Iteration 7Q (185453.130000 sec): 3 clusters
  Score: Raw -7066215.642754 + Penalty 3578.664145 = -7062636.978608
  nChanged 3222
		SP:Iteration 8F (185453.680000 sec): 3 clusters
  Score: Raw -7068165.197186 + Penalty 3578.664145 = -7064586.533040
  nChanged 3677
		SP:Iteration 9F (185454.280000 sec): 3 clusters
  Score: Raw -7070676.141806 + Penalty 3578.664145 = -7067097.477661
  nChanged 3530
		SP:Iteration 10F (185454.830000 sec): 3 clusters
  Score: Raw -7073139.696382 + Penalty 3578.664145 = -7069561.032237
  nChanged 3086
		SP:Iteration 11F (185455.420000 sec): 3 clusters
  Score: Raw -7075372.370690 + Penalty 3578.664145 = -7071793.706544
  nChanged 2652
		SP:Iteration 12Q (185455.960000 sec): 3 clusters
  Score: Raw -7077232.690590 + Penalty 3578.664145 = -7073654.026445
  nChanged 2160
		SP:Iteration 13Q (185456.520000 sec): 3 clusters
  Score: Raw -7078722.854690 + Penalty 3578.664145 = -7075144.190544
  nChanged 1664
		SP:Iteration 14Q (185457.050000 sec): 3 clusters
  Score: Raw -7079863.497534 + Penalty 3578.664145 = -7076284.833388
  nChanged 1306
		SP:Iteration 15Q (185457.560000 sec): 3 clusters
  Score: Raw -7080768.036250 + Penalty 3578.664145 = -7077189.372104
  nChanged 1057
		SP:Iteration 16Q (185458.060000 sec): 3 clusters
  Score: Raw -7081503.132669 + Penalty 3578.664145 = -7077924.468523
  nChanged 841
		SP:Iteration 17Q (185458.620000 sec): 3 clusters
  Score: Raw -7082079.304567 + Penalty 3578.664145 = -7078500.640422
  nChanged 614
		SP:Iteration 18Q (185459.150000 sec): 3 clusters
  Score: Raw -7082490.729096 + Penalty 3578.664145 = -7078912.064951
  nChanged 453
		SP:Iteration 19Q (185459.670000 sec): 3 clusters
  Score: Raw -7082773.071423 + Penalty 3578.664145 = -7079194.407277
  nChanged 335
		SP:Iteration 20F (185460.220000 sec): 3 clusters
  Score: Raw -7082963.283685 + Penalty 3578.664145 = -7079384.619539
  nChanged 255
		SP:Iteration 21Q (185460.770000 sec): 3 clusters
  Score: Raw -7083081.851321 + Penalty 3578.664145 = -7079503.187176
  nChanged 203
		SP:Iteration 22Q (185461.310000 sec): 3 clusters
  Score: Raw -7083161.203879 + Penalty 3578.664145 = -7079582.539734
  nChanged 154
		SP:Iteration 23Q (185461.830000 sec): 3 clusters
  Score: Raw -7083219.763310 + Penalty 3578.664145 = -7079641.099165
  nChanged 131
		SP:Iteration 24Q (185462.340000 sec): 3 clusters
  Score: Raw -7083266.567208 + Penalty 3578.664145 = -7079687.903063
  nChanged 108
		SP:Iteration 25Q (185462.840000 sec): 3 clusters
  Score: Raw -7083302.056550 + Penalty 3578.664145 = -7079723.392404
  nChanged 80
		SP:Iteration 26Q (185463.340000 sec): 3 clusters
  Score: Raw -7083324.492454 + Penalty 3578.664145 = -7079745.828309
  nChanged 75
		SP:Iteration 27Q (185463.840000 sec): 3 clusters
  Score: Raw -7083345.354896 + Penalty 3578.664145 = -7079766.690750
  nChanged 58
		SP:Iteration 28Q (185464.350000 sec): 3 clusters
  Score: Raw -7083362.289565 + Penalty 3578.664145 = -7079783.625420
  nChanged 45
		SP:Iteration 29Q (185464.850000 sec): 3 clusters
  Score: Raw -7083376.306833 + Penalty 3578.664145 = -7079797.642688
  nChanged 44
		SP:Iteration 30Q (185465.350000 sec): 3 clusters
  Score: Raw -7083386.551583 + Penalty 3578.664145 = -7079807.887438
  nChanged 33
		SP:Iteration 31Q (185465.850000 sec): 3 clusters
  Score: Raw -7083394.380030 + Penalty 3578.664145 = -7079815.715884
  nChanged 36
		SP:Iteration 32Q (185466.350000 sec): 3 clusters
  Score: Raw -7083403.698033 + Penalty 3578.664145 = -7079825.033888
  nChanged 24
		SP:Iteration 33Q (185466.850000 sec): 3 clusters
  Score: Raw -7083408.049891 + Penalty 3578.664145 = -7079829.385745
  nChanged 16
		SP:Iteration 34Q (185467.350000 sec): 3 clusters
  Score: Raw -7083411.091747 + Penalty 3578.664145 = -7079832.427602
  nChanged 11
		SP:Iteration 35Q (185467.850000 sec): 3 clusters
  Score: Raw -7083413.322085 + Penalty 3578.664145 = -7079834.657939
  nChanged 13
		SP:Iteration 36Q (185468.350000 sec): 3 clusters
  Score: Raw -7083416.455099 + Penalty 3578.664145 = -7079837.790954
  nChanged 11
		SP:Iteration 37Q (185468.850000 sec): 3 clusters
  Score: Raw -7083419.273648 + Penalty 3578.664145 = -7079840.609502
  nChanged 9
		SP:Iteration 38Q (185469.360000 sec): 3 clusters
  Score: Raw -7083421.090980 + Penalty 3578.664145 = -7079842.426834
  nChanged 8
		SP:Iteration 39Q (185469.860000 sec): 3 clusters
  Score: Raw -7083423.055417 + Penalty 3578.664145 = -7079844.391271
  nChanged 7
		SP:Iteration 40F (185470.400000 sec): 3 clusters
  Score: Raw -7083424.919633 + Penalty 3578.664145 = -7079846.255488
  nChanged 5
		SP:Iteration 41Q (185470.950000 sec): 3 clusters
  Score: Raw -7083425.730045 + Penalty 3578.664145 = -7079847.065900
  nChanged 3
		SP:Iteration 42Q (185471.470000 sec): 3 clusters
  Score: Raw -7083426.069240 + Penalty 3578.664145 = -7079847.405095
  nChanged 5
		SP:Iteration 43Q (185471.990000 sec): 3 clusters
  Score: Raw -7083427.104264 + Penalty 3578.664145 = -7079848.440119
  nChanged 4
		SP:Iteration 44Q (185472.510000 sec): 3 clusters
  Score: Raw -7083427.796241 + Penalty 3578.664145 = -7079849.132095
  nChanged 2
		SP:Iteration 45Q (185473.010000 sec): 3 clusters
  Score: Raw -7083427.956957 + Penalty 3578.664145 = -7079849.292812
  nChanged 3
		SP:Iteration 46Q (185473.510000 sec): 3 clusters
  Score: Raw -7083428.347137 + Penalty 3578.664145 = -7079849.682992
  nChanged 1
		SP:Iteration 47Q (185474.010000 sec): 3 clusters
  Score: Raw -7083428.441579 + Penalty 3578.664145 = -7079849.777433
  nChanged 3
		SP:Iteration 48Q (185474.510000 sec): 3 clusters
  Score: Raw -7083428.834396 + Penalty 3578.664145 = -7079850.170250
  nChanged 1
		SP:Iteration 49Q (185475.010000 sec): 3 clusters
  Score: Raw -7083428.982929 + Penalty 3578.664145 = -7079850.318783
  nChanged 0
		SP:Iteration 50F (185475.550000 sec): 3 clusters
  Score: Raw -7083428.982929 + Penalty 3578.664145 = -7079850.318783
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 20 (97056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185476.120000 sec): 2 clusters
  Score: Raw -11008551.231525 + Penalty 1865.994554 = -11006685.236971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185477.010000 sec): 3 clusters
  Score: Raw -10945265.523604 + Penalty 3731.989108 = -10941533.534496
  nChanged 46438
		SP:Iteration 1F (185477.890000 sec): 3 clusters
  Score: Raw -10973688.456735 + Penalty 3731.989108 = -10969956.467627
  nChanged 5047
		SP:Iteration 2F (185478.770000 sec): 3 clusters
  Score: Raw -10975968.691518 + Penalty 3731.989108 = -10972236.702410
  nChanged 5853
		SP:Iteration 3F (185479.640000 sec): 3 clusters
  Score: Raw -10979151.931152 + Penalty 3731.989108 = -10975419.942043
  nChanged 6501
		SP:Iteration 4F (185480.520000 sec): 3 clusters
  Score: Raw -10983288.049342 + Penalty 3731.989108 = -10979556.060233
  nChanged 6831
		SP:Iteration 5F (185481.390000 sec): 3 clusters
  Score: Raw -10988115.568676 + Penalty 3731.989108 = -10984383.579567
  nChanged 6373
		SP:Iteration 6F (185482.270000 sec): 3 clusters
  Score: Raw -10992806.460860 + Penalty 3731.989108 = -10989074.471752
  nChanged 5404
		SP:Iteration 7F (185483.150000 sec): 3 clusters
  Score: Raw -10996788.703859 + Penalty 3731.989108 = -10993056.714750
  nChanged 4304
		SP:Iteration 8Q (185484.030000 sec): 3 clusters
  Score: Raw -10999893.194860 + Penalty 3731.989108 = -10996161.205751
  nChanged 3554
		SP:Iteration 9Q (185484.890000 sec): 3 clusters
  Score: Raw -11002347.483796 + Penalty 3731.989108 = -10998615.494687
  nChanged 2849
		SP:Iteration 10Q (185485.680000 sec): 3 clusters
  Score: Raw -11004168.607660 + Penalty 3731.989108 = -11000436.618552
  nChanged 2415
		SP:Iteration 11Q (185486.510000 sec): 3 clusters
  Score: Raw -11005596.599263 + Penalty 3731.989108 = -11001864.610155
  nChanged 1937
		SP:Iteration 12Q (185487.290000 sec): 3 clusters
  Score: Raw -11006671.643451 + Penalty 3731.989108 = -11002939.654342
  nChanged 1609
		SP:Iteration 13Q (185488.050000 sec): 3 clusters
  Score: Raw -11007505.130316 + Penalty 3731.989108 = -11003773.141208
  nChanged 1196
		SP:Iteration 14Q (185488.860000 sec): 3 clusters
  Score: Raw -11008068.476475 + Penalty 3731.989108 = -11004336.487367
  nChanged 984
		SP:Iteration 15Q (185489.620000 sec): 3 clusters
  Score: Raw -11008509.261301 + Penalty 3731.989108 = -11004777.272193
  nChanged 792
		SP:Iteration 16Q (185490.410000 sec): 3 clusters
  Score: Raw -11008851.746847 + Penalty 3731.989108 = -11005119.757738
  nChanged 611
		SP:Iteration 17Q (185491.160000 sec): 3 clusters
  Score: Raw -11009106.358543 + Penalty 3731.989108 = -11005374.369435
  nChanged 431
		SP:Iteration 18Q (185491.920000 sec): 3 clusters
  Score: Raw -11009294.467171 + Penalty 3731.989108 = -11005562.478062
  nChanged 355
		SP:Iteration 19Q (185492.680000 sec): 3 clusters
  Score: Raw -11009458.275221 + Penalty 3731.989108 = -11005726.286113
  nChanged 289
		SP:Iteration 20F (185493.500000 sec): 3 clusters
  Score: Raw -11009583.422960 + Penalty 3731.989108 = -11005851.433851
  nChanged 206
		SP:Iteration 21Q (185494.300000 sec): 3 clusters
  Score: Raw -11009674.122515 + Penalty 3731.989108 = -11005942.133407
  nChanged 153
		SP:Iteration 22Q (185495.080000 sec): 3 clusters
  Score: Raw -11009736.253753 + Penalty 3731.989108 = -11006004.264645
  nChanged 137
		SP:Iteration 23Q (185495.860000 sec): 3 clusters
  Score: Raw -11009777.052782 + Penalty 3731.989108 = -11006045.063674
  nChanged 94
		SP:Iteration 24Q (185496.640000 sec): 3 clusters
  Score: Raw -11009808.502053 + Penalty 3731.989108 = -11006076.512945
  nChanged 77
		SP:Iteration 25Q (185497.410000 sec): 3 clusters
  Score: Raw -11009836.138081 + Penalty 3731.989108 = -11006104.148973
  nChanged 73
		SP:Iteration 26Q (185498.160000 sec): 3 clusters
  Score: Raw -11009857.369683 + Penalty 3731.989108 = -11006125.380575
  nChanged 68
		SP:Iteration 27Q (185498.940000 sec): 3 clusters
  Score: Raw -11009882.418227 + Penalty 3731.989108 = -11006150.429119
  nChanged 71
		SP:Iteration 28Q (185499.690000 sec): 3 clusters
  Score: Raw -11009907.084308 + Penalty 3731.989108 = -11006175.095199
  nChanged 68
		SP:Iteration 29Q (185500.460000 sec): 3 clusters
  Score: Raw -11009931.164488 + Penalty 3731.989108 = -11006199.175380
  nChanged 62
		SP:Iteration 30Q (185501.210000 sec): 3 clusters
  Score: Raw -11009946.937034 + Penalty 3731.989108 = -11006214.947926
  nChanged 52
		SP:Iteration 31Q (185501.990000 sec): 3 clusters
  Score: Raw -11009957.207651 + Penalty 3731.989108 = -11006225.218542
  nChanged 32
		SP:Iteration 32Q (185502.740000 sec): 3 clusters
  Score: Raw -11009964.775385 + Penalty 3731.989108 = -11006232.786277
  nChanged 26
		SP:Iteration 33Q (185503.520000 sec): 3 clusters
  Score: Raw -11009968.439768 + Penalty 3731.989108 = -11006236.450660
  nChanged 17
		SP:Iteration 34Q (185504.290000 sec): 3 clusters
  Score: Raw -11009971.188932 + Penalty 3731.989108 = -11006239.199823
  nChanged 12
		SP:Iteration 35Q (185505.040000 sec): 3 clusters
  Score: Raw -11009972.982715 + Penalty 3731.989108 = -11006240.993607
  nChanged 13
		SP:Iteration 36Q (185505.810000 sec): 3 clusters
  Score: Raw -11009974.905533 + Penalty 3731.989108 = -11006242.916425
  nChanged 11
		SP:Iteration 37Q (185506.560000 sec): 3 clusters
  Score: Raw -11009976.294389 + Penalty 3731.989108 = -11006244.305281
  nChanged 6
		SP:Iteration 38Q (185507.340000 sec): 3 clusters
  Score: Raw -11009977.307869 + Penalty 3731.989108 = -11006245.318760
  nChanged 4
		SP:Iteration 39Q (185508.080000 sec): 3 clusters
  Score: Raw -11009977.818971 + Penalty 3731.989108 = -11006245.829862
  nChanged 6
		SP:Iteration 40F (185508.930000 sec): 3 clusters
  Score: Raw -11009978.554556 + Penalty 3731.989108 = -11006246.565448
  nChanged 5
		SP:Iteration 41Q (185509.730000 sec): 3 clusters
  Score: Raw -11009979.058143 + Penalty 3731.989108 = -11006247.069035
  nChanged 2
		SP:Iteration 42Q (185510.510000 sec): 3 clusters
  Score: Raw -11009979.177995 + Penalty 3731.989108 = -11006247.188886
  nChanged 1
		SP:Iteration 43Q (185511.280000 sec): 3 clusters
  Score: Raw -11009979.232074 + Penalty 3731.989108 = -11006247.242965
  nChanged 1
		SP:Iteration 44Q (185512.060000 sec): 3 clusters
  Score: Raw -11009979.372413 + Penalty 3731.989108 = -11006247.383305
  nChanged 3
		SP:Iteration 45Q (185512.830000 sec): 3 clusters
  Score: Raw -11009979.640026 + Penalty 3731.989108 = -11006247.650917
  nChanged 2
		SP:Iteration 46Q (185513.580000 sec): 3 clusters
  Score: Raw -11009980.184229 + Penalty 3731.989108 = -11006248.195120
  nChanged 4
		SP:Iteration 47Q (185514.360000 sec): 3 clusters
  Score: Raw -11009980.852155 + Penalty 3731.989108 = -11006248.863047
  nChanged 5
		SP:Iteration 48Q (185515.110000 sec): 3 clusters
  Score: Raw -11009981.642700 + Penalty 3731.989108 = -11006249.653591
  nChanged 5
		SP:Iteration 49Q (185515.880000 sec): 3 clusters
  Score: Raw -11009982.544014 + Penalty 3731.989108 = -11006250.554905
  nChanged 6
		SP:Iteration 50Q (185516.660000 sec): 3 clusters
  Score: Raw -11009983.130737 + Penalty 3731.989108 = -11006251.141629
  nChanged 4
		SP:Iteration 51Q (185517.410000 sec): 3 clusters
  Score: Raw -11009983.753843 + Penalty 3731.989108 = -11006251.764734
  nChanged 4
		SP:Iteration 52Q (185518.180000 sec): 3 clusters
  Score: Raw -11009984.263443 + Penalty 3731.989108 = -11006252.274334
  nChanged 5
		SP:Iteration 53Q (185518.930000 sec): 3 clusters
  Score: Raw -11009984.881160 + Penalty 3731.989108 = -11006252.892052
  nChanged 4
		SP:Iteration 54Q (185519.710000 sec): 3 clusters
  Score: Raw -11009985.789105 + Penalty 3731.989108 = -11006253.799996
  nChanged 8
		SP:Iteration 55Q (185520.460000 sec): 3 clusters
  Score: Raw -11009987.674251 + Penalty 3731.989108 = -11006255.685143
  nChanged 8
		SP:Iteration 56Q (185521.240000 sec): 3 clusters
  Score: Raw -11009989.241913 + Penalty 3731.989108 = -11006257.252804
  nChanged 9
		SP:Iteration 57Q (185522.010000 sec): 3 clusters
  Score: Raw -11009990.738815 + Penalty 3731.989108 = -11006258.749707
  nChanged 7
		SP:Iteration 58Q (185522.760000 sec): 3 clusters
  Score: Raw -11009991.893904 + Penalty 3731.989108 = -11006259.904796
  nChanged 7
		SP:Iteration 59Q (185523.540000 sec): 3 clusters
  Score: Raw -11009993.016663 + Penalty 3731.989108 = -11006261.027555
  nChanged 5
		SP:Iteration 60F (185524.380000 sec): 3 clusters
  Score: Raw -11009993.501432 + Penalty 3731.989108 = -11006261.512324
  nChanged 4
		SP:Iteration 61Q (185525.180000 sec): 3 clusters
  Score: Raw -11009993.930523 + Penalty 3731.989108 = -11006261.941414
  nChanged 3
		SP:Iteration 62Q (185525.960000 sec): 3 clusters
  Score: Raw -11009994.313659 + Penalty 3731.989108 = -11006262.324551
  nChanged 2
		SP:Iteration 63Q (185526.740000 sec): 3 clusters
  Score: Raw -11009994.568716 + Penalty 3731.989108 = -11006262.579608
  nChanged 3
		SP:Iteration 64Q (185527.510000 sec): 3 clusters
  Score: Raw -11009995.141100 + Penalty 3731.989108 = -11006263.151992
  nChanged 8
		SP:Iteration 65Q (185528.260000 sec): 3 clusters
  Score: Raw -11009996.439838 + Penalty 3731.989108 = -11006264.450730
  nChanged 6
		SP:Iteration 66Q (185529.040000 sec): 3 clusters
  Score: Raw -11009997.432572 + Penalty 3731.989108 = -11006265.443463
  nChanged 7
		SP:Iteration 67Q (185529.810000 sec): 3 clusters
  Score: Raw -11009999.016822 + Penalty 3731.989108 = -11006267.027714
  nChanged 8
		SP:Iteration 68Q (185530.560000 sec): 3 clusters
  Score: Raw -11010000.716123 + Penalty 3731.989108 = -11006268.727015
  nChanged 6
		SP:Iteration 69Q (185531.330000 sec): 3 clusters
  Score: Raw -11010001.571475 + Penalty 3731.989108 = -11006269.582366
  nChanged 8
		SP:Iteration 70Q (185532.080000 sec): 3 clusters
  Score: Raw -11010003.127037 + Penalty 3731.989108 = -11006271.137929
  nChanged 10
		SP:Iteration 71Q (185532.860000 sec): 3 clusters
  Score: Raw -11010004.817277 + Penalty 3731.989108 = -11006272.828168
  nChanged 6
		SP:Iteration 72Q (185533.630000 sec): 3 clusters
  Score: Raw -11010005.635855 + Penalty 3731.989108 = -11006273.646747
  nChanged 8
		SP:Iteration 73Q (185534.380000 sec): 3 clusters
  Score: Raw -11010007.314305 + Penalty 3731.989108 = -11006275.325197
  nChanged 8
		SP:Iteration 74Q (185535.160000 sec): 3 clusters
  Score: Raw -11010008.369699 + Penalty 3731.989108 = -11006276.380591
  nChanged 6
		SP:Iteration 75Q (185535.910000 sec): 3 clusters
  Score: Raw -11010009.088276 + Penalty 3731.989108 = -11006277.099167
  nChanged 2
		SP:Iteration 76Q (185536.680000 sec): 3 clusters
  Score: Raw -11010009.405537 + Penalty 3731.989108 = -11006277.416428
  nChanged 2
		SP:Iteration 77Q (185537.460000 sec): 3 clusters
  Score: Raw -11010009.561624 + Penalty 3731.989108 = -11006277.572516
  nChanged 1
		SP:Iteration 78Q (185538.200000 sec): 3 clusters
  Score: Raw -11010009.790055 + Penalty 3731.989108 = -11006277.800946
  nChanged 1
		SP:Iteration 79Q (185538.980000 sec): 3 clusters
  Score: Raw -11010010.016390 + Penalty 3731.989108 = -11006278.027281
  nChanged 3
		SP:Iteration 80F (185539.800000 sec): 3 clusters
  Score: Raw -11010010.792003 + Penalty 3731.989108 = -11006278.802895
  nChanged 3
		SP:Iteration 81Q (185540.600000 sec): 3 clusters
  Score: Raw -11010011.277453 + Penalty 3731.989108 = -11006279.288345
  nChanged 3
		SP:Iteration 82Q (185541.380000 sec): 3 clusters
  Score: Raw -11010011.750134 + Penalty 3731.989108 = -11006279.761025
  nChanged 2
		SP:Iteration 83Q (185542.150000 sec): 3 clusters
  Score: Raw -11010011.905998 + Penalty 3731.989108 = -11006279.916890
  nChanged 2
		SP:Iteration 84Q (185542.930000 sec): 3 clusters
  Score: Raw -11010012.280737 + Penalty 3731.989108 = -11006280.291629
  nChanged 2
		SP:Iteration 85Q (185543.700000 sec): 3 clusters
  Score: Raw -11010012.620930 + Penalty 3731.989108 = -11006280.631822
  nChanged 5
		SP:Iteration 86Q (185544.480000 sec): 3 clusters
  Score: Raw -11010013.706811 + Penalty 3731.989108 = -11006281.717703
  nChanged 8
		SP:Iteration 87Q (185545.230000 sec): 3 clusters
  Score: Raw -11010014.885063 + Penalty 3731.989108 = -11006282.895955
  nChanged 6
		SP:Iteration 88Q (185546.000000 sec): 3 clusters
  Score: Raw -11010015.555845 + Penalty 3731.989108 = -11006283.566737
  nChanged 3
		SP:Iteration 89Q (185546.750000 sec): 3 clusters
  Score: Raw -11010015.972469 + Penalty 3731.989108 = -11006283.983361
  nChanged 4
		SP:Iteration 90Q (185547.520000 sec): 3 clusters
  Score: Raw -11010016.583226 + Penalty 3731.989108 = -11006284.594118
  nChanged 3
		SP:Iteration 91Q (185548.270000 sec): 3 clusters
  Score: Raw -11010017.092847 + Penalty 3731.989108 = -11006285.103738
  nChanged 5
		SP:Iteration 92Q (185549.050000 sec): 3 clusters
  Score: Raw -11010017.706139 + Penalty 3731.989108 = -11006285.717030
  nChanged 3
		SP:Iteration 93Q (185549.820000 sec): 3 clusters
  Score: Raw -11010018.110023 + Penalty 3731.989108 = -11006286.120915
  nChanged 4
		SP:Iteration 94Q (185550.570000 sec): 3 clusters
  Score: Raw -11010018.606645 + Penalty 3731.989108 = -11006286.617537
  nChanged 2
		SP:Iteration 95Q (185551.350000 sec): 3 clusters
  Score: Raw -11010018.855671 + Penalty 3731.989108 = -11006286.866562
  nChanged 0
		SP:Iteration 96F (185552.170000 sec): 3 clusters
  Score: Raw -11010018.855671 + Penalty 3731.989108 = -11006286.866562
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 21 (37525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185552.440000 sec): 2 clusters
  Score: Raw -4575823.519001 + Penalty 1711.573932 = -4574111.945070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185552.830000 sec): 3 clusters
  Score: Raw -4552400.598614 + Penalty 3423.147863 = -4548977.450751
  nChanged 17399
		SP:Iteration 1F (185553.240000 sec): 3 clusters
  Score: Raw -4561926.781500 + Penalty 3423.147863 = -4558503.633637
  nChanged 1594
		SP:Iteration 2Q (185553.650000 sec): 3 clusters
  Score: Raw -4562441.343745 + Penalty 3423.147863 = -4559018.195882
  nChanged 1788
		SP:Iteration 3Q (185554.020000 sec): 3 clusters
  Score: Raw -4563116.690170 + Penalty 3423.147863 = -4559693.542307
  nChanged 2006
		SP:Iteration 4F (185554.400000 sec): 3 clusters
  Score: Raw -4564076.174248 + Penalty 3423.147863 = -4560653.026384
  nChanged 2360
		SP:Iteration 5F (185554.790000 sec): 3 clusters
  Score: Raw -4565440.408877 + Penalty 3423.147863 = -4562017.261013
  nChanged 2642
		SP:Iteration 6F (185555.190000 sec): 3 clusters
  Score: Raw -4567260.385542 + Penalty 3423.147863 = -4563837.237679
  nChanged 2708
		SP:Iteration 7F (185555.560000 sec): 3 clusters
  Score: Raw -4569353.298580 + Penalty 3423.147863 = -4565930.150717
  nChanged 2469
		SP:Iteration 8F (185555.940000 sec): 3 clusters
  Score: Raw -4571474.416579 + Penalty 3423.147863 = -4568051.268716
  nChanged 2006
		SP:Iteration 9F (185556.340000 sec): 3 clusters
  Score: Raw -4573333.652535 + Penalty 3423.147863 = -4569910.504672
  nChanged 1391
		SP:Iteration 10Q (185556.750000 sec): 3 clusters
  Score: Raw -4574705.232740 + Penalty 3423.147863 = -4571282.084876
  nChanged 766
		SP:Iteration 11Q (185557.080000 sec): 3 clusters
  Score: Raw -4575559.483090 + Penalty 3423.147863 = -4572136.335226
  nChanged 341
		SP:Iteration 12Q (185557.460000 sec): 3 clusters
  Score: Raw -4575936.457427 + Penalty 3423.147863 = -4572513.309563
  nChanged 144
		SP:Iteration 13Q (185557.770000 sec): 3 clusters
  Score: Raw -4576119.441129 + Penalty 3423.147863 = -4572696.293265
  nChanged 97
		SP:Iteration 14Q (185558.140000 sec): 3 clusters
  Score: Raw -4576247.100833 + Penalty 3423.147863 = -4572823.952969
  nChanged 70
		SP:Iteration 15Q (185558.480000 sec): 3 clusters
  Score: Raw -4576304.714259 + Penalty 3423.147863 = -4572881.566396
  nChanged 49
		SP:Iteration 16Q (185558.840000 sec): 3 clusters
  Score: Raw -4576347.299630 + Penalty 3423.147863 = -4572924.151767
  nChanged 40
		SP:Iteration 17Q (185559.190000 sec): 3 clusters
  Score: Raw -4576376.975816 + Penalty 3423.147863 = -4572953.827953
  nChanged 30
		SP:Iteration 18Q (185559.500000 sec): 3 clusters
  Score: Raw -4576402.490254 + Penalty 3423.147863 = -4572979.342390
  nChanged 34
		SP:Iteration 19Q (185559.870000 sec): 3 clusters
  Score: Raw -4576428.210184 + Penalty 3423.147863 = -4573005.062321
  nChanged 26
		SP:Iteration 20F (185560.230000 sec): 3 clusters
  Score: Raw -4576447.213163 + Penalty 3423.147863 = -4573024.065300
  nChanged 30
		SP:Iteration 21Q (185560.600000 sec): 3 clusters
  Score: Raw -4576470.984549 + Penalty 3423.147863 = -4573047.836686
  nChanged 19
		SP:Iteration 22Q (185560.910000 sec): 3 clusters
  Score: Raw -4576485.432756 + Penalty 3423.147863 = -4573062.284893
  nChanged 20
		SP:Iteration 23Q (185561.270000 sec): 3 clusters
  Score: Raw -4576495.561056 + Penalty 3423.147863 = -4573072.413192
  nChanged 10
		SP:Iteration 24Q (185561.610000 sec): 3 clusters
  Score: Raw -4576500.420553 + Penalty 3423.147863 = -4573077.272689
  nChanged 10
		SP:Iteration 25Q (185561.930000 sec): 3 clusters
  Score: Raw -4576507.983188 + Penalty 3423.147863 = -4573084.835325
  nChanged 10
		SP:Iteration 26Q (185562.290000 sec): 3 clusters
  Score: Raw -4576513.950349 + Penalty 3423.147863 = -4573090.802486
  nChanged 4
		SP:Iteration 27Q (185562.610000 sec): 3 clusters
  Score: Raw -4576516.570388 + Penalty 3423.147863 = -4573093.422524
  nChanged 6
		SP:Iteration 28Q (185562.920000 sec): 3 clusters
  Score: Raw -4576519.630284 + Penalty 3423.147863 = -4573096.482420
  nChanged 9
		SP:Iteration 29Q (185563.290000 sec): 3 clusters
  Score: Raw -4576525.159709 + Penalty 3423.147863 = -4573102.011846
  nChanged 8
		SP:Iteration 30Q (185563.600000 sec): 3 clusters
  Score: Raw -4576530.291670 + Penalty 3423.147863 = -4573107.143807
  nChanged 8
		SP:Iteration 31Q (185564.040000 sec): 3 clusters
  Score: Raw -4576535.282215 + Penalty 3423.147863 = -4573112.134351
  nChanged 6
		SP:Iteration 32Q (185564.400000 sec): 3 clusters
  Score: Raw -4576538.889989 + Penalty 3423.147863 = -4573115.742126
  nChanged 4
		SP:Iteration 33Q (185564.720000 sec): 3 clusters
  Score: Raw -4576541.547289 + Penalty 3423.147863 = -4573118.399426
  nChanged 4
		SP:Iteration 34Q (185565.030000 sec): 3 clusters
  Score: Raw -4576543.351719 + Penalty 3423.147863 = -4573120.203855
  nChanged 0
		SP:Iteration 35F (185565.440000 sec): 3 clusters
  Score: Raw -4576543.351719 + Penalty 3423.147863 = -4573120.203855
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 22 (313595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185567.110000 sec): 2 clusters
  Score: Raw -38153455.712774 + Penalty 2056.576864 = -38151399.135910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185569.640000 sec): 3 clusters
  Score: Raw -37943671.611910 + Penalty 4113.153728 = -37939558.458182
  nChanged 152829
		SP:Iteration 1F (185572.150000 sec): 3 clusters
  Score: Raw -38039427.902668 + Penalty 4113.153728 = -38035314.748940
  nChanged 15690
		SP:Iteration 2F (185574.630000 sec): 3 clusters
  Score: Raw -38046402.018859 + Penalty 4113.153728 = -38042288.865132
  nChanged 20888
		SP:Iteration 3F (185577.110000 sec): 3 clusters
  Score: Raw -38058878.753144 + Penalty 4113.153728 = -38054765.599416
  nChanged 25315
		SP:Iteration 4F (185579.590000 sec): 3 clusters
  Score: Raw -38077806.928524 + Penalty 4113.153728 = -38073693.774797
  nChanged 26021
		SP:Iteration 5F (185582.060000 sec): 3 clusters
  Score: Raw -38100233.079493 + Penalty 4113.153728 = -38096119.925766
  nChanged 21759
		SP:Iteration 6F (185584.560000 sec): 3 clusters
  Score: Raw -38120531.456760 + Penalty 4113.153728 = -38116418.303032
  nChanged 14873
		SP:Iteration 7Q (185587.090000 sec): 3 clusters
  Score: Raw -38134945.006352 + Penalty 4113.153728 = -38130831.852624
  nChanged 8574
		SP:Iteration 8Q (185589.410000 sec): 3 clusters
  Score: Raw -38143138.619625 + Penalty 4113.153728 = -38139025.465897
  nChanged 4762
		SP:Iteration 9Q (185591.660000 sec): 3 clusters
  Score: Raw -38147602.806706 + Penalty 4113.153728 = -38143489.652979
  nChanged 2808
		SP:Iteration 10Q (185593.880000 sec): 3 clusters
  Score: Raw -38150008.747462 + Penalty 4113.153728 = -38145895.593734
  nChanged 1745
		SP:Iteration 11Q (185596.050000 sec): 3 clusters
  Score: Raw -38151218.945768 + Penalty 4113.153728 = -38147105.792040
  nChanged 1245
		SP:Iteration 12Q (185598.250000 sec): 3 clusters
  Score: Raw -38152027.432784 + Penalty 4113.153728 = -38147914.279056
  nChanged 901
		SP:Iteration 13Q (185600.470000 sec): 3 clusters
  Score: Raw -38152541.989004 + Penalty 4113.153728 = -38148428.835276
  nChanged 659
		SP:Iteration 14Q (185602.630000 sec): 3 clusters
  Score: Raw -38152886.076649 + Penalty 4113.153728 = -38148772.922922
  nChanged 516
		SP:Iteration 15Q (185604.840000 sec): 3 clusters
  Score: Raw -38153130.069029 + Penalty 4113.153728 = -38149016.915301
  nChanged 411
		SP:Iteration 16Q (185607.000000 sec): 3 clusters
  Score: Raw -38153303.015002 + Penalty 4113.153728 = -38149189.861275
  nChanged 329
		SP:Iteration 17Q (185609.200000 sec): 3 clusters
  Score: Raw -38153436.790932 + Penalty 4113.153728 = -38149323.637204
  nChanged 287
		SP:Iteration 18Q (185611.350000 sec): 3 clusters
  Score: Raw -38153552.242915 + Penalty 4113.153728 = -38149439.089187
  nChanged 248
		SP:Iteration 19Q (185613.550000 sec): 3 clusters
  Score: Raw -38153645.419546 + Penalty 4113.153728 = -38149532.265818
  nChanged 205
		SP:Iteration 20F (185616.010000 sec): 3 clusters
  Score: Raw -38153722.424683 + Penalty 4113.153728 = -38149609.270956
  nChanged 160
		SP:Iteration 21Q (185618.210000 sec): 3 clusters
  Score: Raw -38153775.497377 + Penalty 4113.153728 = -38149662.343649
  nChanged 125
		SP:Iteration 22Q (185620.370000 sec): 3 clusters
  Score: Raw -38153813.941322 + Penalty 4113.153728 = -38149700.787595
  nChanged 116
		SP:Iteration 23Q (185622.570000 sec): 3 clusters
  Score: Raw -38153851.591004 + Penalty 4113.153728 = -38149738.437276
  nChanged 109
		SP:Iteration 24Q (185624.740000 sec): 3 clusters
  Score: Raw -38153883.741677 + Penalty 4113.153728 = -38149770.587949
  nChanged 89
		SP:Iteration 25Q (185626.930000 sec): 3 clusters
  Score: Raw -38153910.862027 + Penalty 4113.153728 = -38149797.708300
  nChanged 69
		SP:Iteration 26Q (185629.100000 sec): 3 clusters
  Score: Raw -38153931.609542 + Penalty 4113.153728 = -38149818.455814
  nChanged 61
		SP:Iteration 27Q (185631.300000 sec): 3 clusters
  Score: Raw -38153947.251036 + Penalty 4113.153728 = -38149834.097308
  nChanged 53
		SP:Iteration 28Q (185633.460000 sec): 3 clusters
  Score: Raw -38153960.542277 + Penalty 4113.153728 = -38149847.388549
  nChanged 47
		SP:Iteration 29Q (185635.650000 sec): 3 clusters
  Score: Raw -38153970.877667 + Penalty 4113.153728 = -38149857.723940
  nChanged 34
		SP:Iteration 30Q (185637.800000 sec): 3 clusters
  Score: Raw -38153978.439818 + Penalty 4113.153728 = -38149865.286090
  nChanged 32
		SP:Iteration 31Q (185640.010000 sec): 3 clusters
  Score: Raw -38153986.101945 + Penalty 4113.153728 = -38149872.948217
  nChanged 35
		SP:Iteration 32Q (185642.170000 sec): 3 clusters
  Score: Raw -38153996.979652 + Penalty 4113.153728 = -38149883.825924
  nChanged 42
		SP:Iteration 33Q (185644.370000 sec): 3 clusters
  Score: Raw -38154007.799953 + Penalty 4113.153728 = -38149894.646225
  nChanged 37
		SP:Iteration 34Q (185646.530000 sec): 3 clusters
  Score: Raw -38154016.490870 + Penalty 4113.153728 = -38149903.337142
  nChanged 37
		SP:Iteration 35Q (185648.730000 sec): 3 clusters
  Score: Raw -38154023.775508 + Penalty 4113.153728 = -38149910.621780
  nChanged 25
		SP:Iteration 36Q (185650.890000 sec): 3 clusters
  Score: Raw -38154029.227342 + Penalty 4113.153728 = -38149916.073614
  nChanged 22
		SP:Iteration 37Q (185653.100000 sec): 3 clusters
  Score: Raw -38154035.261134 + Penalty 4113.153728 = -38149922.107407
  nChanged 24
		SP:Iteration 38Q (185655.250000 sec): 3 clusters
  Score: Raw -38154040.850208 + Penalty 4113.153728 = -38149927.696480
  nChanged 23
		SP:Iteration 39Q (185657.450000 sec): 3 clusters
  Score: Raw -38154044.723456 + Penalty 4113.153728 = -38149931.569728
  nChanged 12
		SP:Iteration 40F (185659.900000 sec): 3 clusters
  Score: Raw -38154046.611765 + Penalty 4113.153728 = -38149933.458037
  nChanged 12
		SP:Iteration 41Q (185662.110000 sec): 3 clusters
  Score: Raw -38154049.138201 + Penalty 4113.153728 = -38149935.984473
  nChanged 17
		SP:Iteration 42Q (185664.260000 sec): 3 clusters
  Score: Raw -38154053.245540 + Penalty 4113.153728 = -38149940.091812
  nChanged 11
		SP:Iteration 43Q (185666.470000 sec): 3 clusters
  Score: Raw -38154055.064524 + Penalty 4113.153728 = -38149941.910796
  nChanged 7
		SP:Iteration 44Q (185668.620000 sec): 3 clusters
  Score: Raw -38154056.271271 + Penalty 4113.153728 = -38149943.117544
  nChanged 8
		SP:Iteration 45Q (185670.820000 sec): 3 clusters
  Score: Raw -38154058.296861 + Penalty 4113.153728 = -38149945.143133
  nChanged 10
		SP:Iteration 46Q (185672.980000 sec): 3 clusters
  Score: Raw -38154060.991746 + Penalty 4113.153728 = -38149947.838018
  nChanged 12
		SP:Iteration 47Q (185675.180000 sec): 3 clusters
  Score: Raw -38154063.172091 + Penalty 4113.153728 = -38149950.018363
  nChanged 7
		SP:Iteration 48Q (185677.340000 sec): 3 clusters
  Score: Raw -38154064.497667 + Penalty 4113.153728 = -38149951.343939
  nChanged 6
		SP:Iteration 49Q (185679.540000 sec): 3 clusters
  Score: Raw -38154065.440537 + Penalty 4113.153728 = -38149952.286810
  nChanged 2
		SP:Iteration 50Q (185681.700000 sec): 3 clusters
  Score: Raw -38154065.670175 + Penalty 4113.153728 = -38149952.516447
  nChanged 2
		SP:Iteration 51Q (185683.900000 sec): 3 clusters
  Score: Raw -38154066.105701 + Penalty 4113.153728 = -38149952.951973
  nChanged 3
		SP:Iteration 52Q (185686.060000 sec): 3 clusters
  Score: Raw -38154066.604376 + Penalty 4113.153728 = -38149953.450648
  nChanged 3
		SP:Iteration 53Q (185688.270000 sec): 3 clusters
  Score: Raw -38154067.197115 + Penalty 4113.153728 = -38149954.043387
  nChanged 1
		SP:Iteration 54Q (185690.430000 sec): 3 clusters
  Score: Raw -38154067.348227 + Penalty 4113.153728 = -38149954.194500
  nChanged 3
		SP:Iteration 55Q (185692.630000 sec): 3 clusters
  Score: Raw -38154067.848821 + Penalty 4113.153728 = -38149954.695093
  nChanged 3
		SP:Iteration 56Q (185694.790000 sec): 3 clusters
  Score: Raw -38154068.138576 + Penalty 4113.153728 = -38149954.984848
  nChanged 2
		SP:Iteration 57Q (185696.990000 sec): 3 clusters
  Score: Raw -38154068.592876 + Penalty 4113.153728 = -38149955.439149
  nChanged 0
		SP:Iteration 58F (185699.440000 sec): 3 clusters
  Score: Raw -38154068.592876 + Penalty 4113.153728 = -38149955.439149
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 23 (72133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185699.920000 sec): 2 clusters
  Score: Raw -8563047.039195 + Penalty 1817.768374 = -8561229.270821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185700.600000 sec): 3 clusters
  Score: Raw -8516696.636980 + Penalty 3635.536748 = -8513061.100233
  nChanged 34012
		SP:Iteration 1F (185701.240000 sec): 3 clusters
  Score: Raw -8535928.804865 + Penalty 3635.536748 = -8532293.268117
  nChanged 2687
		SP:Iteration 2Q (185701.880000 sec): 3 clusters
  Score: Raw -8536710.851378 + Penalty 3635.536748 = -8533075.314631
  nChanged 3145
		SP:Iteration 3Q (185702.540000 sec): 3 clusters
  Score: Raw -8537912.581590 + Penalty 3635.536748 = -8534277.044842
  nChanged 3907
		SP:Iteration 4F (185703.210000 sec): 3 clusters
  Score: Raw -8539789.189486 + Penalty 3635.536748 = -8536153.652739
  nChanged 4777
		SP:Iteration 5F (185703.880000 sec): 3 clusters
  Score: Raw -8542601.982721 + Penalty 3635.536748 = -8538966.445973
  nChanged 5396
		SP:Iteration 6F (185704.560000 sec): 3 clusters
  Score: Raw -8546221.757148 + Penalty 3635.536748 = -8542586.220400
  nChanged 5344
		SP:Iteration 7F (185705.230000 sec): 3 clusters
  Score: Raw -8550103.058517 + Penalty 3635.536748 = -8546467.521769
  nChanged 4680
		SP:Iteration 8F (185705.890000 sec): 3 clusters
  Score: Raw -8553721.511750 + Penalty 3635.536748 = -8550085.975003
  nChanged 3789
		SP:Iteration 9F (185706.520000 sec): 3 clusters
  Score: Raw -8556973.073992 + Penalty 3635.536748 = -8553337.537244
  nChanged 2794
		SP:Iteration 10Q (185707.170000 sec): 3 clusters
  Score: Raw -8559647.557360 + Penalty 3635.536748 = -8556012.020612
  nChanged 1778
		SP:Iteration 11Q (185707.820000 sec): 3 clusters
  Score: Raw -8561380.719402 + Penalty 3635.536748 = -8557745.182654
  nChanged 1022
		SP:Iteration 12Q (185708.390000 sec): 3 clusters
  Score: Raw -8562295.925893 + Penalty 3635.536748 = -8558660.389145
  nChanged 646
		SP:Iteration 13Q (185708.940000 sec): 3 clusters
  Score: Raw -8562854.767555 + Penalty 3635.536748 = -8559219.230807
  nChanged 452
		SP:Iteration 14Q (185709.500000 sec): 3 clusters
  Score: Raw -8563351.271767 + Penalty 3635.536748 = -8559715.735019
  nChanged 343
		SP:Iteration 15Q (185710.050000 sec): 3 clusters
  Score: Raw -8563744.335937 + Penalty 3635.536748 = -8560108.799189
  nChanged 287
		SP:Iteration 16Q (185710.600000 sec): 3 clusters
  Score: Raw -8563992.690387 + Penalty 3635.536748 = -8560357.153639
  nChanged 230
		SP:Iteration 17Q (185711.150000 sec): 3 clusters
  Score: Raw -8564151.714234 + Penalty 3635.536748 = -8560516.177486
  nChanged 169
		SP:Iteration 18Q (185711.700000 sec): 3 clusters
  Score: Raw -8564242.567251 + Penalty 3635.536748 = -8560607.030504
  nChanged 154
		SP:Iteration 19Q (185712.250000 sec): 3 clusters
  Score: Raw -8564302.597218 + Penalty 3635.536748 = -8560667.060470
  nChanged 104
		SP:Iteration 20F (185712.880000 sec): 3 clusters
  Score: Raw -8564329.136075 + Penalty 3635.536748 = -8560693.599327
  nChanged 59
		SP:Iteration 21Q (185713.480000 sec): 3 clusters
  Score: Raw -8564341.596731 + Penalty 3635.536748 = -8560706.059983
  nChanged 38
		SP:Iteration 22Q (185714.050000 sec): 3 clusters
  Score: Raw -8564348.557010 + Penalty 3635.536748 = -8560713.020262
  nChanged 30
		SP:Iteration 23Q (185714.600000 sec): 3 clusters
  Score: Raw -8564352.350622 + Penalty 3635.536748 = -8560716.813874
  nChanged 17
		SP:Iteration 24Q (185715.150000 sec): 3 clusters
  Score: Raw -8564354.981562 + Penalty 3635.536748 = -8560719.444814
  nChanged 15
		SP:Iteration 25Q (185715.700000 sec): 3 clusters
  Score: Raw -8564357.622767 + Penalty 3635.536748 = -8560722.086019
  nChanged 7
		SP:Iteration 26Q (185716.270000 sec): 3 clusters
  Score: Raw -8564358.437761 + Penalty 3635.536748 = -8560722.901013
  nChanged 6
		SP:Iteration 27Q (185716.820000 sec): 3 clusters
  Score: Raw -8564359.478337 + Penalty 3635.536748 = -8560723.941589
  nChanged 8
		SP:Iteration 28Q (185717.370000 sec): 3 clusters
  Score: Raw -8564360.490872 + Penalty 3635.536748 = -8560724.954124
  nChanged 5
		SP:Iteration 29Q (185717.950000 sec): 3 clusters
  Score: Raw -8564360.899201 + Penalty 3635.536748 = -8560725.362453
  nChanged 4
		SP:Iteration 30Q (185718.490000 sec): 3 clusters
  Score: Raw -8564361.256406 + Penalty 3635.536748 = -8560725.719658
  nChanged 2
		SP:Iteration 31Q (185719.050000 sec): 3 clusters
  Score: Raw -8564361.398277 + Penalty 3635.536748 = -8560725.861529
  nChanged 0
		SP:Iteration 32F (185719.670000 sec): 3 clusters
  Score: Raw -8564361.398277 + Penalty 3635.536748 = -8560725.861529
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 24 (6510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185719.760000 sec): 2 clusters
  Score: Raw -678999.806753 + Penalty 1426.927894 = -677572.878858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185719.880000 sec): 3 clusters
  Score: Raw -675464.656704 + Penalty 2853.855789 = -672610.800915
  nChanged 2746
		SP:Iteration 1F (185719.980000 sec): 3 clusters
  Score: Raw -677263.788398 + Penalty 2853.855789 = -674409.932609
  nChanged 554
		SP:Iteration 2F (185720.080000 sec): 3 clusters
  Score: Raw -677705.874507 + Penalty 2853.855789 = -674852.018718
  nChanged 487
		SP:Iteration 3F (185720.190000 sec): 3 clusters
  Score: Raw -678082.848422 + Penalty 2853.855789 = -675228.992633
  nChanged 387
		SP:Iteration 4F (185720.290000 sec): 3 clusters
  Score: Raw -678357.907318 + Penalty 2853.855789 = -675504.051529
  nChanged 312
		SP:Iteration 5Q (185720.400000 sec): 3 clusters
  Score: Raw -678566.957636 + Penalty 2853.855789 = -675713.101847
  nChanged 259
		SP:Iteration 6Q (185720.500000 sec): 3 clusters
  Score: Raw -678704.201739 + Penalty 2853.855789 = -675850.345950
  nChanged 216
		SP:Iteration 7Q (185720.610000 sec): 3 clusters
  Score: Raw -678830.053896 + Penalty 2853.855789 = -675976.198108
  nChanged 183
		SP:Iteration 8Q (185720.720000 sec): 3 clusters
  Score: Raw -678926.397687 + Penalty 2853.855789 = -676072.541898
  nChanged 168
		SP:Iteration 9Q (185720.820000 sec): 3 clusters
  Score: Raw -679012.653279 + Penalty 2853.855789 = -676158.797490
  nChanged 152
		SP:Iteration 10Q (185720.920000 sec): 3 clusters
  Score: Raw -679117.763916 + Penalty 2853.855789 = -676263.908127
  nChanged 144
		SP:Iteration 11Q (185721.020000 sec): 3 clusters
  Score: Raw -679208.468190 + Penalty 2853.855789 = -676354.612401
  nChanged 138
		SP:Iteration 12Q (185721.120000 sec): 3 clusters
  Score: Raw -679272.209602 + Penalty 2853.855789 = -676418.353813
  nChanged 105
		SP:Iteration 13Q (185721.220000 sec): 3 clusters
  Score: Raw -679316.352430 + Penalty 2853.855789 = -676462.496642
  nChanged 89
		SP:Iteration 14Q (185721.320000 sec): 3 clusters
  Score: Raw -679348.068468 + Penalty 2853.855789 = -676494.212679
  nChanged 69
		SP:Iteration 15Q (185721.420000 sec): 3 clusters
  Score: Raw -679368.983017 + Penalty 2853.855789 = -676515.127228
  nChanged 54
		SP:Iteration 16Q (185721.520000 sec): 3 clusters
  Score: Raw -679385.017637 + Penalty 2853.855789 = -676531.161848
  nChanged 53
		SP:Iteration 17Q (185721.620000 sec): 3 clusters
  Score: Raw -679400.631974 + Penalty 2853.855789 = -676546.776185
  nChanged 55
		SP:Iteration 18Q (185721.720000 sec): 3 clusters
  Score: Raw -679416.042880 + Penalty 2853.855789 = -676562.187091
  nChanged 44
		SP:Iteration 19Q (185721.830000 sec): 3 clusters
  Score: Raw -679426.037860 + Penalty 2853.855789 = -676572.182071
  nChanged 35
		SP:Iteration 20F (185721.930000 sec): 3 clusters
  Score: Raw -679434.102874 + Penalty 2853.855789 = -676580.247085
  nChanged 32
		SP:Iteration 21Q (185722.030000 sec): 3 clusters
  Score: Raw -679441.201296 + Penalty 2853.855789 = -676587.345507
  nChanged 24
		SP:Iteration 22Q (185722.130000 sec): 3 clusters
  Score: Raw -679445.988105 + Penalty 2853.855789 = -676592.132316
  nChanged 22
		SP:Iteration 23Q (185722.240000 sec): 3 clusters
  Score: Raw -679449.658958 + Penalty 2853.855789 = -676595.803169
  nChanged 15
		SP:Iteration 24Q (185722.340000 sec): 3 clusters
  Score: Raw -679452.326574 + Penalty 2853.855789 = -676598.470785
  nChanged 15
		SP:Iteration 25Q (185722.440000 sec): 3 clusters
  Score: Raw -679455.505735 + Penalty 2853.855789 = -676601.649946
  nChanged 21
		SP:Iteration 26Q (185722.540000 sec): 3 clusters
  Score: Raw -679459.303471 + Penalty 2853.855789 = -676605.447682
  nChanged 18
		SP:Iteration 27Q (185722.640000 sec): 3 clusters
  Score: Raw -679462.112003 + Penalty 2853.855789 = -676608.256214
  nChanged 12
		SP:Iteration 28Q (185722.740000 sec): 3 clusters
  Score: Raw -679464.380141 + Penalty 2853.855789 = -676610.524352
  nChanged 18
		SP:Iteration 29Q (185722.840000 sec): 3 clusters
  Score: Raw -679467.449856 + Penalty 2853.855789 = -676613.594067
  nChanged 8
		SP:Iteration 30Q (185722.940000 sec): 3 clusters
  Score: Raw -679468.934991 + Penalty 2853.855789 = -676615.079202
  nChanged 9
		SP:Iteration 31Q (185723.040000 sec): 3 clusters
  Score: Raw -679470.134093 + Penalty 2853.855789 = -676616.278304
  nChanged 6
		SP:Iteration 32Q (185723.140000 sec): 3 clusters
  Score: Raw -679470.824334 + Penalty 2853.855789 = -676616.968545
  nChanged 2
		SP:Iteration 33Q (185723.250000 sec): 3 clusters
  Score: Raw -679471.208901 + Penalty 2853.855789 = -676617.353112
  nChanged 2
		SP:Iteration 34Q (185723.350000 sec): 3 clusters
  Score: Raw -679471.629180 + Penalty 2853.855789 = -676617.773391
  nChanged 4
		SP:Iteration 35Q (185723.450000 sec): 3 clusters
  Score: Raw -679472.195337 + Penalty 2853.855789 = -676618.339548
  nChanged 5
		SP:Iteration 36Q (185723.550000 sec): 3 clusters
  Score: Raw -679472.984543 + Penalty 2853.855789 = -676619.128754
  nChanged 4
		SP:Iteration 37Q (185723.650000 sec): 3 clusters
  Score: Raw -679473.515696 + Penalty 2853.855789 = -676619.659907
  nChanged 3
		SP:Iteration 38Q (185723.750000 sec): 3 clusters
  Score: Raw -679474.004948 + Penalty 2853.855789 = -676620.149159
  nChanged 4
		SP:Iteration 39Q (185723.850000 sec): 3 clusters
  Score: Raw -679474.752725 + Penalty 2853.855789 = -676620.896936
  nChanged 1
		SP:Iteration 40F (185723.950000 sec): 3 clusters
  Score: Raw -679474.828161 + Penalty 2853.855789 = -676620.972372
  nChanged 1
		SP:Iteration 41Q (185724.050000 sec): 3 clusters
  Score: Raw -679475.036209 + Penalty 2853.855789 = -676621.180420
  nChanged 1
		SP:Iteration 42Q (185724.150000 sec): 3 clusters
  Score: Raw -679475.176351 + Penalty 2853.855789 = -676621.320562
  nChanged 1
		SP:Iteration 43Q (185724.250000 sec): 3 clusters
  Score: Raw -679475.386898 + Penalty 2853.855789 = -676621.531109
  nChanged 2
		SP:Iteration 44Q (185724.350000 sec): 3 clusters
  Score: Raw -679476.024163 + Penalty 2853.855789 = -676622.168374
  nChanged 3
		SP:Iteration 45Q (185724.450000 sec): 3 clusters
  Score: Raw -679476.347600 + Penalty 2853.855789 = -676622.491811
  nChanged 3
		SP:Iteration 46Q (185724.550000 sec): 3 clusters
  Score: Raw -679476.829977 + Penalty 2853.855789 = -676622.974188
  nChanged 1
		SP:Iteration 47Q (185724.650000 sec): 3 clusters
  Score: Raw -679476.934160 + Penalty 2853.855789 = -676623.078371
  nChanged 1
		SP:Iteration 48Q (185724.750000 sec): 3 clusters
  Score: Raw -679476.999463 + Penalty 2853.855789 = -676623.143674
  nChanged 0
		SP:Iteration 49F (185724.870000 sec): 3 clusters
  Score: Raw -679476.999463 + Penalty 2853.855789 = -676623.143674
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 25 (45533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185725.240000 sec): 2 clusters
  Score: Raw -5243802.941347 + Penalty 1743.006300 = -5242059.935046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185725.720000 sec): 3 clusters
  Score: Raw -5215012.999509 + Penalty 3486.012600 = -5211526.986909
  nChanged 21375
		SP:Iteration 1F (185726.140000 sec): 3 clusters
  Score: Raw -5227477.238188 + Penalty 3486.012600 = -5223991.225588
  nChanged 2085
		SP:Iteration 2Q (185726.590000 sec): 3 clusters
  Score: Raw -5228277.612230 + Penalty 3486.012600 = -5224791.599630
  nChanged 2249
		SP:Iteration 3Q (185727.060000 sec): 3 clusters
  Score: Raw -5229250.508730 + Penalty 3486.012600 = -5225764.496130
  nChanged 2439
		SP:Iteration 4F (185727.530000 sec): 3 clusters
  Score: Raw -5230476.898045 + Penalty 3486.012600 = -5226990.885445
  nChanged 2623
		SP:Iteration 5F (185727.950000 sec): 3 clusters
  Score: Raw -5231990.561726 + Penalty 3486.012600 = -5228504.549125
  nChanged 2866
		SP:Iteration 6F (185728.390000 sec): 3 clusters
  Score: Raw -5233904.512639 + Penalty 3486.012600 = -5230418.500039
  nChanged 2910
		SP:Iteration 7F (185728.850000 sec): 3 clusters
  Score: Raw -5236068.396385 + Penalty 3486.012600 = -5232582.383784
  nChanged 2810
		SP:Iteration 8F (185729.280000 sec): 3 clusters
  Score: Raw -5238295.339042 + Penalty 3486.012600 = -5234809.326442
  nChanged 2371
		SP:Iteration 9F (185729.720000 sec): 3 clusters
  Score: Raw -5240235.819662 + Penalty 3486.012600 = -5236749.807062
  nChanged 1750
		SP:Iteration 10Q (185730.130000 sec): 3 clusters
  Score: Raw -5241695.135624 + Penalty 3486.012600 = -5238209.123024
  nChanged 1243
		SP:Iteration 11Q (185730.560000 sec): 3 clusters
  Score: Raw -5242727.906582 + Penalty 3486.012600 = -5239241.893982
  nChanged 711
		SP:Iteration 12Q (185730.950000 sec): 3 clusters
  Score: Raw -5243284.092465 + Penalty 3486.012600 = -5239798.079864
  nChanged 417
		SP:Iteration 13Q (185731.370000 sec): 3 clusters
  Score: Raw -5243598.372757 + Penalty 3486.012600 = -5240112.360157
  nChanged 244
		SP:Iteration 14Q (185731.770000 sec): 3 clusters
  Score: Raw -5243758.730455 + Penalty 3486.012600 = -5240272.717854
  nChanged 130
		SP:Iteration 15Q (185732.140000 sec): 3 clusters
  Score: Raw -5243848.910734 + Penalty 3486.012600 = -5240362.898133
  nChanged 103
		SP:Iteration 16Q (185732.520000 sec): 3 clusters
  Score: Raw -5243918.059046 + Penalty 3486.012600 = -5240432.046445
  nChanged 69
		SP:Iteration 17Q (185732.900000 sec): 3 clusters
  Score: Raw -5243961.337152 + Penalty 3486.012600 = -5240475.324551
  nChanged 44
		SP:Iteration 18Q (185733.320000 sec): 3 clusters
  Score: Raw -5243984.927140 + Penalty 3486.012600 = -5240498.914539
  nChanged 27
		SP:Iteration 19Q (185733.720000 sec): 3 clusters
  Score: Raw -5244001.111667 + Penalty 3486.012600 = -5240515.099067
  nChanged 22
		SP:Iteration 20F (185734.140000 sec): 3 clusters
  Score: Raw -5244014.452252 + Penalty 3486.012600 = -5240528.439651
  nChanged 20
		SP:Iteration 21Q (185734.570000 sec): 3 clusters
  Score: Raw -5244027.849211 + Penalty 3486.012600 = -5240541.836610
  nChanged 25
		SP:Iteration 22Q (185734.950000 sec): 3 clusters
  Score: Raw -5244043.428784 + Penalty 3486.012600 = -5240557.416184
  nChanged 18
		SP:Iteration 23Q (185735.320000 sec): 3 clusters
  Score: Raw -5244052.937615 + Penalty 3486.012600 = -5240566.925014
  nChanged 14
		SP:Iteration 24Q (185735.690000 sec): 3 clusters
  Score: Raw -5244063.034143 + Penalty 3486.012600 = -5240577.021542
  nChanged 14
		SP:Iteration 25Q (185736.110000 sec): 3 clusters
  Score: Raw -5244071.769495 + Penalty 3486.012600 = -5240585.756894
  nChanged 8
		SP:Iteration 26Q (185736.510000 sec): 3 clusters
  Score: Raw -5244076.291952 + Penalty 3486.012600 = -5240590.279352
  nChanged 9
		SP:Iteration 27Q (185736.890000 sec): 3 clusters
  Score: Raw -5244083.963170 + Penalty 3486.012600 = -5240597.950570
  nChanged 13
		SP:Iteration 28Q (185737.260000 sec): 3 clusters
  Score: Raw -5244091.045794 + Penalty 3486.012600 = -5240605.033194
  nChanged 10
		SP:Iteration 29Q (185737.630000 sec): 3 clusters
  Score: Raw -5244096.270143 + Penalty 3486.012600 = -5240610.257542
  nChanged 5
		SP:Iteration 30Q (185738.060000 sec): 3 clusters
  Score: Raw -5244098.618054 + Penalty 3486.012600 = -5240612.605453
  nChanged 4
		SP:Iteration 31Q (185738.460000 sec): 3 clusters
  Score: Raw -5244100.767776 + Penalty 3486.012600 = -5240614.755176
  nChanged 3
		SP:Iteration 32Q (185738.830000 sec): 3 clusters
  Score: Raw -5244103.501930 + Penalty 3486.012600 = -5240617.489330
  nChanged 8
		SP:Iteration 33Q (185739.200000 sec): 3 clusters
  Score: Raw -5244107.216120 + Penalty 3486.012600 = -5240621.203520
  nChanged 7
		SP:Iteration 34Q (185739.570000 sec): 3 clusters
  Score: Raw -5244111.420477 + Penalty 3486.012600 = -5240625.407876
  nChanged 6
		SP:Iteration 35Q (185739.940000 sec): 3 clusters
  Score: Raw -5244113.449430 + Penalty 3486.012600 = -5240627.436830
  nChanged 3
		SP:Iteration 36Q (185740.360000 sec): 3 clusters
  Score: Raw -5244115.401140 + Penalty 3486.012600 = -5240629.388539
  nChanged 3
		SP:Iteration 37Q (185740.760000 sec): 3 clusters
  Score: Raw -5244116.970413 + Penalty 3486.012600 = -5240630.957812
  nChanged 2
		SP:Iteration 38Q (185741.130000 sec): 3 clusters
  Score: Raw -5244118.199930 + Penalty 3486.012600 = -5240632.187330
  nChanged 4
		SP:Iteration 39Q (185741.510000 sec): 3 clusters
  Score: Raw -5244119.801016 + Penalty 3486.012600 = -5240633.788416
  nChanged 2
		SP:Iteration 40F (185741.930000 sec): 3 clusters
  Score: Raw -5244120.595056 + Penalty 3486.012600 = -5240634.582456
  nChanged 3
		SP:Iteration 41Q (185742.350000 sec): 3 clusters
  Score: Raw -5244122.335288 + Penalty 3486.012600 = -5240636.322688
  nChanged 3
		SP:Iteration 42Q (185742.720000 sec): 3 clusters
  Score: Raw -5244124.968697 + Penalty 3486.012600 = -5240638.956097
  nChanged 2
		SP:Iteration 43Q (185743.090000 sec): 3 clusters
  Score: Raw -5244126.395792 + Penalty 3486.012600 = -5240640.383192
  nChanged 2
		SP:Iteration 44Q (185743.470000 sec): 3 clusters
  Score: Raw -5244127.292192 + Penalty 3486.012600 = -5240641.279591
  nChanged 1
		SP:Iteration 45Q (185743.840000 sec): 3 clusters
  Score: Raw -5244127.689218 + Penalty 3486.012600 = -5240641.676617
  nChanged 1
		SP:Iteration 46Q (185744.210000 sec): 3 clusters
  Score: Raw -5244128.003123 + Penalty 3486.012600 = -5240641.990523
  nChanged 3
		SP:Iteration 47Q (185744.630000 sec): 3 clusters
  Score: Raw -5244128.514668 + Penalty 3486.012600 = -5240642.502068
  nChanged 0
		SP:Iteration 48F (185745.080000 sec): 3 clusters
  Score: Raw -5244128.514668 + Penalty 3486.012600 = -5240642.502068
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 26 (4838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185745.140000 sec): 2 clusters
  Score: Raw -593434.914042 + Penalty 1378.691712 = -592056.222329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185745.260000 sec): 3 clusters
  Score: Raw -590908.399933 + Penalty 2757.383425 = -588151.016508
  nChanged 1947
		SP:Iteration 1F (185745.350000 sec): 3 clusters
  Score: Raw -592028.845261 + Penalty 2757.383425 = -589271.461837
  nChanged 386
		SP:Iteration 2F (185745.440000 sec): 3 clusters
  Score: Raw -592257.972465 + Penalty 2757.383425 = -589500.589041
  nChanged 310
		SP:Iteration 3F (185745.520000 sec): 3 clusters
  Score: Raw -592450.355723 + Penalty 2757.383425 = -589692.972298
  nChanged 259
		SP:Iteration 4F (185745.610000 sec): 3 clusters
  Score: Raw -592610.712419 + Penalty 2757.383425 = -589853.328995
  nChanged 234
		SP:Iteration 5Q (185745.700000 sec): 3 clusters
  Score: Raw -592745.302991 + Penalty 2757.383425 = -589987.919567
  nChanged 208
		SP:Iteration 6Q (185745.780000 sec): 3 clusters
  Score: Raw -592879.606865 + Penalty 2757.383425 = -590122.223441
  nChanged 197
		SP:Iteration 7Q (185745.870000 sec): 3 clusters
  Score: Raw -592997.586805 + Penalty 2757.383425 = -590240.203380
  nChanged 160
		SP:Iteration 8Q (185745.960000 sec): 3 clusters
  Score: Raw -593085.847002 + Penalty 2757.383425 = -590328.463578
  nChanged 124
		SP:Iteration 9Q (185746.040000 sec): 3 clusters
  Score: Raw -593150.942110 + Penalty 2757.383425 = -590393.558685
  nChanged 99
		SP:Iteration 10Q (185746.130000 sec): 3 clusters
  Score: Raw -593206.022309 + Penalty 2757.383425 = -590448.638884
  nChanged 76
		SP:Iteration 11Q (185746.220000 sec): 3 clusters
  Score: Raw -593247.400212 + Penalty 2757.383425 = -590490.016787
  nChanged 68
		SP:Iteration 12Q (185746.300000 sec): 3 clusters
  Score: Raw -593279.648185 + Penalty 2757.383425 = -590522.264761
  nChanged 56
		SP:Iteration 13Q (185746.390000 sec): 3 clusters
  Score: Raw -593306.887234 + Penalty 2757.383425 = -590549.503810
  nChanged 42
		SP:Iteration 14Q (185746.480000 sec): 3 clusters
  Score: Raw -593332.101669 + Penalty 2757.383425 = -590574.718244
  nChanged 44
		SP:Iteration 15Q (185746.570000 sec): 3 clusters
  Score: Raw -593356.577341 + Penalty 2757.383425 = -590599.193916
  nChanged 39
		SP:Iteration 16Q (185746.650000 sec): 3 clusters
  Score: Raw -593384.508510 + Penalty 2757.383425 = -590627.125086
  nChanged 57
		SP:Iteration 17Q (185746.740000 sec): 3 clusters
  Score: Raw -593419.354244 + Penalty 2757.383425 = -590661.970819
  nChanged 43
		SP:Iteration 18Q (185746.830000 sec): 3 clusters
  Score: Raw -593446.971601 + Penalty 2757.383425 = -590689.588176
  nChanged 39
		SP:Iteration 19Q (185746.910000 sec): 3 clusters
  Score: Raw -593468.222339 + Penalty 2757.383425 = -590710.838915
  nChanged 33
		SP:Iteration 20F (185747.000000 sec): 3 clusters
  Score: Raw -593486.748838 + Penalty 2757.383425 = -590729.365413
  nChanged 27
		SP:Iteration 21Q (185747.080000 sec): 3 clusters
  Score: Raw -593506.812482 + Penalty 2757.383425 = -590749.429058
  nChanged 29
		SP:Iteration 22Q (185747.170000 sec): 3 clusters
  Score: Raw -593530.282849 + Penalty 2757.383425 = -590772.899424
  nChanged 28
		SP:Iteration 23Q (185747.250000 sec): 3 clusters
  Score: Raw -593551.862914 + Penalty 2757.383425 = -590794.479489
  nChanged 20
		SP:Iteration 24Q (185747.340000 sec): 3 clusters
  Score: Raw -593565.655163 + Penalty 2757.383425 = -590808.271738
  nChanged 13
		SP:Iteration 25Q (185747.420000 sec): 3 clusters
  Score: Raw -593573.625996 + Penalty 2757.383425 = -590816.242571
  nChanged 10
		SP:Iteration 26Q (185747.500000 sec): 3 clusters
  Score: Raw -593581.452096 + Penalty 2757.383425 = -590824.068672
  nChanged 14
		SP:Iteration 27Q (185747.590000 sec): 3 clusters
  Score: Raw -593590.342724 + Penalty 2757.383425 = -590832.959300
  nChanged 13
		SP:Iteration 28Q (185747.670000 sec): 3 clusters
  Score: Raw -593600.198259 + Penalty 2757.383425 = -590842.814834
  nChanged 13
		SP:Iteration 29Q (185747.750000 sec): 3 clusters
  Score: Raw -593609.299517 + Penalty 2757.383425 = -590851.916092
  nChanged 4
		SP:Iteration 30Q (185747.830000 sec): 3 clusters
  Score: Raw -593612.010908 + Penalty 2757.383425 = -590854.627483
  nChanged 4
		SP:Iteration 31Q (185747.920000 sec): 3 clusters
  Score: Raw -593614.472504 + Penalty 2757.383425 = -590857.089080
  nChanged 4
		SP:Iteration 32Q (185748.000000 sec): 3 clusters
  Score: Raw -593618.778421 + Penalty 2757.383425 = -590861.394996
  nChanged 4
		SP:Iteration 33Q (185748.090000 sec): 3 clusters
  Score: Raw -593621.150223 + Penalty 2757.383425 = -590863.766799
  nChanged 1
		SP:Iteration 34Q (185748.170000 sec): 3 clusters
  Score: Raw -593621.969325 + Penalty 2757.383425 = -590864.585900
  nChanged 1
		SP:Iteration 35Q (185748.250000 sec): 3 clusters
  Score: Raw -593622.926321 + Penalty 2757.383425 = -590865.542897
  nChanged 2
		SP:Iteration 36Q (185748.330000 sec): 3 clusters
  Score: Raw -593623.739414 + Penalty 2757.383425 = -590866.355990
  nChanged 1
		SP:Iteration 37Q (185748.410000 sec): 3 clusters
  Score: Raw -593624.056368 + Penalty 2757.383425 = -590866.672943
  nChanged 0
		SP:Iteration 38F (185748.500000 sec): 3 clusters
  Score: Raw -593624.056368 + Penalty 2757.383425 = -590866.672943
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 27 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185748.650000 sec): 2 clusters
  Score: Raw -1507303.616126 + Penalty 1548.003029 = -1505755.613097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185748.830000 sec): 3 clusters
  Score: Raw -1499325.899778 + Penalty 3096.006059 = -1496229.893720
  nChanged 6098
		SP:Iteration 1F (185749.040000 sec): 3 clusters
  Score: Raw -1502743.044369 + Penalty 3096.006059 = -1499647.038310
  nChanged 948
		SP:Iteration 2F (185749.250000 sec): 3 clusters
  Score: Raw -1503277.604437 + Penalty 3096.006059 = -1500181.598378
  nChanged 864
		SP:Iteration 3F (185749.430000 sec): 3 clusters
  Score: Raw -1503829.950376 + Penalty 3096.006059 = -1500733.944317
  nChanged 869
		SP:Iteration 4F (185749.620000 sec): 3 clusters
  Score: Raw -1504352.636726 + Penalty 3096.006059 = -1501256.630667
  nChanged 834
		SP:Iteration 5F (185749.820000 sec): 3 clusters
  Score: Raw -1504867.871325 + Penalty 3096.006059 = -1501771.865266
  nChanged 726
		SP:Iteration 6F (185750.000000 sec): 3 clusters
  Score: Raw -1505276.082308 + Penalty 3096.006059 = -1502180.076249
  nChanged 648
		SP:Iteration 7Q (185750.210000 sec): 3 clusters
  Score: Raw -1505609.050373 + Penalty 3096.006059 = -1502513.044314
  nChanged 540
		SP:Iteration 8Q (185750.400000 sec): 3 clusters
  Score: Raw -1505852.489336 + Penalty 3096.006059 = -1502756.483278
  nChanged 445
		SP:Iteration 9Q (185750.580000 sec): 3 clusters
  Score: Raw -1506021.108674 + Penalty 3096.006059 = -1502925.102616
  nChanged 363
		SP:Iteration 10Q (185750.780000 sec): 3 clusters
  Score: Raw -1506167.183137 + Penalty 3096.006059 = -1503071.177079
  nChanged 332
		SP:Iteration 11Q (185750.960000 sec): 3 clusters
  Score: Raw -1506285.578079 + Penalty 3096.006059 = -1503189.572021
  nChanged 290
		SP:Iteration 12Q (185751.170000 sec): 3 clusters
  Score: Raw -1506387.488672 + Penalty 3096.006059 = -1503291.482613
  nChanged 259
		SP:Iteration 13Q (185751.390000 sec): 3 clusters
  Score: Raw -1506466.211983 + Penalty 3096.006059 = -1503370.205925
  nChanged 228
		SP:Iteration 14Q (185751.560000 sec): 3 clusters
  Score: Raw -1506538.827301 + Penalty 3096.006059 = -1503442.821243
  nChanged 232
		SP:Iteration 15Q (185751.750000 sec): 3 clusters
  Score: Raw -1506606.711467 + Penalty 3096.006059 = -1503510.705408
  nChanged 229
		SP:Iteration 16Q (185751.930000 sec): 3 clusters
  Score: Raw -1506670.540066 + Penalty 3096.006059 = -1503574.534007
  nChanged 225
		SP:Iteration 17Q (185752.130000 sec): 3 clusters
  Score: Raw -1506739.706561 + Penalty 3096.006059 = -1503643.700503
  nChanged 221
		SP:Iteration 18Q (185752.310000 sec): 3 clusters
  Score: Raw -1506811.033578 + Penalty 3096.006059 = -1503715.027519
  nChanged 227
		SP:Iteration 19Q (185752.510000 sec): 3 clusters
  Score: Raw -1506877.184299 + Penalty 3096.006059 = -1503781.178240
  nChanged 182
		SP:Iteration 20F (185752.700000 sec): 3 clusters
  Score: Raw -1506927.871428 + Penalty 3096.006059 = -1503831.865369
  nChanged 175
		SP:Iteration 21Q (185752.890000 sec): 3 clusters
  Score: Raw -1506974.498078 + Penalty 3096.006059 = -1503878.492020
  nChanged 161
		SP:Iteration 22Q (185753.080000 sec): 3 clusters
  Score: Raw -1507014.706696 + Penalty 3096.006059 = -1503918.700638
  nChanged 146
		SP:Iteration 23Q (185753.250000 sec): 3 clusters
  Score: Raw -1507050.632432 + Penalty 3096.006059 = -1503954.626374
  nChanged 148
		SP:Iteration 24Q (185753.450000 sec): 3 clusters
  Score: Raw -1507084.426412 + Penalty 3096.006059 = -1503988.420353
  nChanged 153
		SP:Iteration 25Q (185753.630000 sec): 3 clusters
  Score: Raw -1507124.513520 + Penalty 3096.006059 = -1504028.507462
  nChanged 147
		SP:Iteration 26Q (185753.830000 sec): 3 clusters
  Score: Raw -1507165.486507 + Penalty 3096.006059 = -1504069.480449
  nChanged 139
		SP:Iteration 27Q (185754.000000 sec): 3 clusters
  Score: Raw -1507203.378266 + Penalty 3096.006059 = -1504107.372207
  nChanged 142
		SP:Iteration 28Q (185754.190000 sec): 3 clusters
  Score: Raw -1507238.345838 + Penalty 3096.006059 = -1504142.339779
  nChanged 132
		SP:Iteration 29Q (185754.380000 sec): 3 clusters
  Score: Raw -1507271.331842 + Penalty 3096.006059 = -1504175.325784
  nChanged 135
		SP:Iteration 30Q (185754.550000 sec): 3 clusters
  Score: Raw -1507306.792184 + Penalty 3096.006059 = -1504210.786125
  nChanged 138
		SP:Iteration 31Q (185754.750000 sec): 3 clusters
  Score: Raw -1507345.948923 + Penalty 3096.006059 = -1504249.942865
  nChanged 143
		SP:Iteration 32Q (185754.930000 sec): 3 clusters
  Score: Raw -1507388.722121 + Penalty 3096.006059 = -1504292.716063
  nChanged 160
		SP:Iteration 33Q (185755.110000 sec): 3 clusters
  Score: Raw -1507441.102213 + Penalty 3096.006059 = -1504345.096155
  nChanged 164
		SP:Iteration 34Q (185755.310000 sec): 3 clusters
  Score: Raw -1507496.577037 + Penalty 3096.006059 = -1504400.570979
  nChanged 156
		SP:Iteration 35Q (185755.470000 sec): 3 clusters
  Score: Raw -1507541.851141 + Penalty 3096.006059 = -1504445.845082
  nChanged 164
		SP:Iteration 36Q (185755.640000 sec): 3 clusters
  Score: Raw -1507590.574917 + Penalty 3096.006059 = -1504494.568858
  nChanged 148
		SP:Iteration 37Q (185755.840000 sec): 3 clusters
  Score: Raw -1507637.131370 + Penalty 3096.006059 = -1504541.125312
  nChanged 132
		SP:Iteration 38Q (185756.000000 sec): 3 clusters
  Score: Raw -1507676.371355 + Penalty 3096.006059 = -1504580.365296
  nChanged 121
		SP:Iteration 39Q (185756.170000 sec): 3 clusters
  Score: Raw -1507717.411372 + Penalty 3096.006059 = -1504621.405313
  nChanged 128
		SP:Iteration 40F (185756.360000 sec): 3 clusters
  Score: Raw -1507761.429412 + Penalty 3096.006059 = -1504665.423353
  nChanged 114
		SP:Iteration 41Q (185756.550000 sec): 3 clusters
  Score: Raw -1507802.214043 + Penalty 3096.006059 = -1504706.207984
  nChanged 124
		SP:Iteration 42Q (185756.720000 sec): 3 clusters
  Score: Raw -1507845.911357 + Penalty 3096.006059 = -1504749.905299
  nChanged 101
		SP:Iteration 43Q (185756.910000 sec): 3 clusters
  Score: Raw -1507878.858911 + Penalty 3096.006059 = -1504782.852853
  nChanged 93
		SP:Iteration 44Q (185757.070000 sec): 3 clusters
  Score: Raw -1507907.971059 + Penalty 3096.006059 = -1504811.965000
  nChanged 87
		SP:Iteration 45Q (185757.250000 sec): 3 clusters
  Score: Raw -1507934.956265 + Penalty 3096.006059 = -1504838.950206
  nChanged 76
		SP:Iteration 46Q (185757.410000 sec): 3 clusters
  Score: Raw -1507955.947957 + Penalty 3096.006059 = -1504859.941898
  nChanged 52
		SP:Iteration 47Q (185757.610000 sec): 3 clusters
  Score: Raw -1507969.439864 + Penalty 3096.006059 = -1504873.433805
  nChanged 42
		SP:Iteration 48Q (185757.780000 sec): 3 clusters
  Score: Raw -1507980.040087 + Penalty 3096.006059 = -1504884.034028
  nChanged 43
		SP:Iteration 49Q (185757.950000 sec): 3 clusters
  Score: Raw -1507994.165643 + Penalty 3096.006059 = -1504898.159584
  nChanged 55
		SP:Iteration 50Q (185758.140000 sec): 3 clusters
  Score: Raw -1508009.774732 + Penalty 3096.006059 = -1504913.768673
  nChanged 45
		SP:Iteration 51Q (185758.310000 sec): 3 clusters
  Score: Raw -1508022.269582 + Penalty 3096.006059 = -1504926.263523
  nChanged 34
		SP:Iteration 52Q (185758.470000 sec): 3 clusters
  Score: Raw -1508033.667649 + Penalty 3096.006059 = -1504937.661591
  nChanged 26
		SP:Iteration 53Q (185758.700000 sec): 3 clusters
  Score: Raw -1508044.211391 + Penalty 3096.006059 = -1504948.205332
  nChanged 30
		SP:Iteration 54Q (185758.890000 sec): 3 clusters
  Score: Raw -1508055.111058 + Penalty 3096.006059 = -1504959.105000
  nChanged 24
		SP:Iteration 55Q (185759.070000 sec): 3 clusters
  Score: Raw -1508060.814173 + Penalty 3096.006059 = -1504964.808114
  nChanged 17
		SP:Iteration 56Q (185759.230000 sec): 3 clusters
  Score: Raw -1508064.633274 + Penalty 3096.006059 = -1504968.627216
  nChanged 19
		SP:Iteration 57Q (185759.430000 sec): 3 clusters
  Score: Raw -1508067.970501 + Penalty 3096.006059 = -1504971.964443
  nChanged 14
		SP:Iteration 58Q (185759.590000 sec): 3 clusters
  Score: Raw -1508070.879585 + Penalty 3096.006059 = -1504974.873526
  nChanged 11
		SP:Iteration 59Q (185759.760000 sec): 3 clusters
  Score: Raw -1508073.600368 + Penalty 3096.006059 = -1504977.594310
  nChanged 10
		SP:Iteration 60F (185759.990000 sec): 3 clusters
  Score: Raw -1508075.834182 + Penalty 3096.006059 = -1504979.828124
  nChanged 9
		SP:Iteration 61Q (185760.190000 sec): 3 clusters
  Score: Raw -1508077.870081 + Penalty 3096.006059 = -1504981.864023
  nChanged 6
		SP:Iteration 62Q (185760.360000 sec): 3 clusters
  Score: Raw -1508079.306436 + Penalty 3096.006059 = -1504983.300377
  nChanged 8
		SP:Iteration 63Q (185760.530000 sec): 3 clusters
  Score: Raw -1508081.452657 + Penalty 3096.006059 = -1504985.446599
  nChanged 6
		SP:Iteration 64Q (185760.720000 sec): 3 clusters
  Score: Raw -1508083.311931 + Penalty 3096.006059 = -1504987.305872
  nChanged 12
		SP:Iteration 65Q (185760.890000 sec): 3 clusters
  Score: Raw -1508086.641048 + Penalty 3096.006059 = -1504990.634990
  nChanged 3
		SP:Iteration 66Q (185761.060000 sec): 3 clusters
  Score: Raw -1508086.957215 + Penalty 3096.006059 = -1504990.951156
  nChanged 3
		SP:Iteration 67Q (185761.250000 sec): 3 clusters
  Score: Raw -1508087.523174 + Penalty 3096.006059 = -1504991.517116
  nChanged 2
		SP:Iteration 68Q (185761.420000 sec): 3 clusters
  Score: Raw -1508087.783209 + Penalty 3096.006059 = -1504991.777151
  nChanged 0
		SP:Iteration 69F (185761.620000 sec): 3 clusters
  Score: Raw -1508087.783209 + Penalty 3096.006059 = -1504991.777151
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 28 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185761.670000 sec): 2 clusters
  Score: Raw -18992.901413 + Penalty 854.342998 = -18138.558415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185761.670000 sec): 3 clusters
  Score: Raw -19159.679548 + Penalty 1708.685996 = -17450.993552
  nChanged 26
		SP:Iteration 1F (185761.680000 sec): 3 clusters
  Score: Raw -19225.212435 + Penalty 1708.685996 = -17516.526439
  nChanged 2
		SP:Iteration 2Q (185761.690000 sec): 3 clusters
  Score: Raw -19232.126484 + Penalty 1708.685996 = -17523.440488
  nChanged 2
		SP:Iteration 3Q (185761.690000 sec): 3 clusters
  Score: Raw -19245.783186 + Penalty 1708.685996 = -17537.097190
  nChanged 1
		SP:Iteration 4Q (185761.690000 sec): 3 clusters
  Score: Raw -19247.857868 + Penalty 1708.685996 = -17539.171872
  nChanged 0
		SP:Iteration 5F (185761.700000 sec): 3 clusters
  Score: Raw -19247.857868 + Penalty 1708.685996 = -17539.171872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 29 (364646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185763.710000 sec): 2 clusters
  Score: Raw -44344000.978981 + Penalty 2081.085874 = -44341919.893108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185766.620000 sec): 3 clusters
  Score: Raw -44099420.579650 + Penalty 4162.171747 = -44095258.407903
  nChanged 178051
		SP:Iteration 1F (185769.510000 sec): 3 clusters
  Score: Raw -44209629.452209 + Penalty 4162.171747 = -44205467.280462
  nChanged 17078
		SP:Iteration 2Q (185772.480000 sec): 3 clusters
  Score: Raw -44216816.458929 + Penalty 4162.171747 = -44212654.287182
  nChanged 23859
		SP:Iteration 3F (185775.340000 sec): 3 clusters
  Score: Raw -44230714.205199 + Penalty 4162.171747 = -44226552.033452
  nChanged 30297
		SP:Iteration 4F (185778.200000 sec): 3 clusters
  Score: Raw -44253375.389044 + Penalty 4162.171747 = -44249213.217297
  nChanged 33046
		SP:Iteration 5F (185781.060000 sec): 3 clusters
  Score: Raw -44282846.433649 + Penalty 4162.171747 = -44278684.261902
  nChanged 29046
		SP:Iteration 6F (185783.940000 sec): 3 clusters
  Score: Raw -44311515.237612 + Penalty 4162.171747 = -44307353.065865
  nChanged 19585
		SP:Iteration 7F (185786.840000 sec): 3 clusters
  Score: Raw -44331371.178966 + Penalty 4162.171747 = -44327209.007219
  nChanged 9261
		SP:Iteration 8Q (185789.620000 sec): 3 clusters
  Score: Raw -44340462.819402 + Penalty 4162.171747 = -44336300.647655
  nChanged 2998
		SP:Iteration 9Q (185792.170000 sec): 3 clusters
  Score: Raw -44343221.091424 + Penalty 4162.171747 = -44339058.919677
  nChanged 735
		SP:Iteration 10Q (185794.690000 sec): 3 clusters
  Score: Raw -44343867.817936 + Penalty 4162.171747 = -44339705.646189
  nChanged 189
		SP:Iteration 11Q (185797.160000 sec): 3 clusters
  Score: Raw -44344068.297567 + Penalty 4162.171747 = -44339906.125819
  nChanged 63
		SP:Iteration 12Q (185799.670000 sec): 3 clusters
  Score: Raw -44344140.249098 + Penalty 4162.171747 = -44339978.077351
  nChanged 28
		SP:Iteration 13Q (185802.130000 sec): 3 clusters
  Score: Raw -44344176.125652 + Penalty 4162.171747 = -44340013.953905
  nChanged 17
		SP:Iteration 14Q (185804.590000 sec): 3 clusters
  Score: Raw -44344198.676118 + Penalty 4162.171747 = -44340036.504371
  nChanged 11
		SP:Iteration 15Q (185807.090000 sec): 3 clusters
  Score: Raw -44344212.742047 + Penalty 4162.171747 = -44340050.570300
  nChanged 7
		SP:Iteration 16Q (185809.560000 sec): 3 clusters
  Score: Raw -44344224.736588 + Penalty 4162.171747 = -44340062.564841
  nChanged 4
		SP:Iteration 17Q (185812.010000 sec): 3 clusters
  Score: Raw -44344227.603753 + Penalty 4162.171747 = -44340065.432006
  nChanged 2
		SP:Iteration 18Q (185814.520000 sec): 3 clusters
  Score: Raw -44344230.527133 + Penalty 4162.171747 = -44340068.355385
  nChanged 0
		SP:Iteration 19F (185817.340000 sec): 3 clusters
  Score: Raw -44344230.527133 + Penalty 4162.171747 = -44340068.355385
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 30 (22301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185817.610000 sec): 2 clusters
  Score: Raw -2552532.940489 + Penalty 1627.012855 = -2550905.927634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185817.920000 sec): 3 clusters
  Score: Raw -2539061.929169 + Penalty 3254.025710 = -2535807.903459
  nChanged 10083
		SP:Iteration 1F (185818.160000 sec): 3 clusters
  Score: Raw -2544860.250906 + Penalty 3254.025710 = -2541606.225196
  nChanged 1188
		SP:Iteration 2F (185818.450000 sec): 3 clusters
  Score: Raw -2545321.875000 + Penalty 3254.025710 = -2542067.849290
  nChanged 1109
		SP:Iteration 3Q (185818.730000 sec): 3 clusters
  Score: Raw -2545823.785208 + Penalty 3254.025710 = -2542569.759498
  nChanged 1118
		SP:Iteration 4F (185819.010000 sec): 3 clusters
  Score: Raw -2546440.543342 + Penalty 3254.025710 = -2543186.517632
  nChanged 1251
		SP:Iteration 5F (185819.260000 sec): 3 clusters
  Score: Raw -2547242.511540 + Penalty 3254.025710 = -2543988.485831
  nChanged 1358
		SP:Iteration 6F (185819.540000 sec): 3 clusters
  Score: Raw -2548232.680201 + Penalty 3254.025710 = -2544978.654491
  nChanged 1295
		SP:Iteration 7F (185819.820000 sec): 3 clusters
  Score: Raw -2549232.356811 + Penalty 3254.025710 = -2545978.331101
  nChanged 1193
		SP:Iteration 8F (185820.100000 sec): 3 clusters
  Score: Raw -2550133.821975 + Penalty 3254.025710 = -2546879.796265
  nChanged 958
		SP:Iteration 9Q (185820.380000 sec): 3 clusters
  Score: Raw -2550832.195160 + Penalty 3254.025710 = -2547578.169450
  nChanged 713
		SP:Iteration 10Q (185820.650000 sec): 3 clusters
  Score: Raw -2551322.421216 + Penalty 3254.025710 = -2548068.395506
  nChanged 562
		SP:Iteration 11Q (185820.920000 sec): 3 clusters
  Score: Raw -2551681.339693 + Penalty 3254.025710 = -2548427.313983
  nChanged 474
		SP:Iteration 12Q (185821.180000 sec): 3 clusters
  Score: Raw -2551968.441000 + Penalty 3254.025710 = -2548714.415290
  nChanged 374
		SP:Iteration 13Q (185821.450000 sec): 3 clusters
  Score: Raw -2552192.553416 + Penalty 3254.025710 = -2548938.527706
  nChanged 291
		SP:Iteration 14Q (185821.720000 sec): 3 clusters
  Score: Raw -2552357.673433 + Penalty 3254.025710 = -2549103.647723
  nChanged 262
		SP:Iteration 15Q (185821.980000 sec): 3 clusters
  Score: Raw -2552504.579966 + Penalty 3254.025710 = -2549250.554256
  nChanged 170
		SP:Iteration 16Q (185822.250000 sec): 3 clusters
  Score: Raw -2552598.931877 + Penalty 3254.025710 = -2549344.906167
  nChanged 160
		SP:Iteration 17Q (185822.470000 sec): 3 clusters
  Score: Raw -2552689.167971 + Penalty 3254.025710 = -2549435.142261
  nChanged 120
		SP:Iteration 18Q (185822.720000 sec): 3 clusters
  Score: Raw -2552751.101455 + Penalty 3254.025710 = -2549497.075746
  nChanged 85
		SP:Iteration 19Q (185822.940000 sec): 3 clusters
  Score: Raw -2552789.605761 + Penalty 3254.025710 = -2549535.580051
  nChanged 83
		SP:Iteration 20F (185823.230000 sec): 3 clusters
  Score: Raw -2552826.835600 + Penalty 3254.025710 = -2549572.809890
  nChanged 65
		SP:Iteration 21Q (185823.490000 sec): 3 clusters
  Score: Raw -2552851.189690 + Penalty 3254.025710 = -2549597.163980
  nChanged 59
		SP:Iteration 22Q (185823.750000 sec): 3 clusters
  Score: Raw -2552871.984089 + Penalty 3254.025710 = -2549617.958380
  nChanged 51
		SP:Iteration 23Q (185823.970000 sec): 3 clusters
  Score: Raw -2552889.371902 + Penalty 3254.025710 = -2549635.346193
  nChanged 47
		SP:Iteration 24Q (185824.220000 sec): 3 clusters
  Score: Raw -2552907.352882 + Penalty 3254.025710 = -2549653.327172
  nChanged 46
		SP:Iteration 25Q (185824.440000 sec): 3 clusters
  Score: Raw -2552923.734973 + Penalty 3254.025710 = -2549669.709264
  nChanged 39
		SP:Iteration 26Q (185824.710000 sec): 3 clusters
  Score: Raw -2552938.271338 + Penalty 3254.025710 = -2549684.245628
  nChanged 35
		SP:Iteration 27Q (185824.970000 sec): 3 clusters
  Score: Raw -2552951.806629 + Penalty 3254.025710 = -2549697.780919
  nChanged 26
		SP:Iteration 28Q (185825.200000 sec): 3 clusters
  Score: Raw -2552963.987788 + Penalty 3254.025710 = -2549709.962078
  nChanged 33
		SP:Iteration 29Q (185825.440000 sec): 3 clusters
  Score: Raw -2552975.498228 + Penalty 3254.025710 = -2549721.472518
  nChanged 25
		SP:Iteration 30Q (185825.670000 sec): 3 clusters
  Score: Raw -2552986.089743 + Penalty 3254.025710 = -2549732.064033
  nChanged 29
		SP:Iteration 31Q (185825.930000 sec): 3 clusters
  Score: Raw -2553001.295952 + Penalty 3254.025710 = -2549747.270243
  nChanged 32
		SP:Iteration 32Q (185826.160000 sec): 3 clusters
  Score: Raw -2553017.739918 + Penalty 3254.025710 = -2549763.714208
  nChanged 29
		SP:Iteration 33Q (185826.400000 sec): 3 clusters
  Score: Raw -2553033.278242 + Penalty 3254.025710 = -2549779.252532
  nChanged 25
		SP:Iteration 34Q (185826.630000 sec): 3 clusters
  Score: Raw -2553046.758666 + Penalty 3254.025710 = -2549792.732956
  nChanged 23
		SP:Iteration 35Q (185826.890000 sec): 3 clusters
  Score: Raw -2553059.079322 + Penalty 3254.025710 = -2549805.053612
  nChanged 18
		SP:Iteration 36Q (185827.110000 sec): 3 clusters
  Score: Raw -2553067.867338 + Penalty 3254.025710 = -2549813.841628
  nChanged 19
		SP:Iteration 37Q (185827.350000 sec): 3 clusters
  Score: Raw -2553078.611730 + Penalty 3254.025710 = -2549824.586021
  nChanged 18
		SP:Iteration 38Q (185827.570000 sec): 3 clusters
  Score: Raw -2553086.457209 + Penalty 3254.025710 = -2549832.431499
  nChanged 12
		SP:Iteration 39Q (185827.840000 sec): 3 clusters
  Score: Raw -2553091.441720 + Penalty 3254.025710 = -2549837.416010
  nChanged 8
		SP:Iteration 40F (185828.080000 sec): 3 clusters
  Score: Raw -2553094.701065 + Penalty 3254.025710 = -2549840.675355
  nChanged 6
		SP:Iteration 41Q (185828.310000 sec): 3 clusters
  Score: Raw -2553097.263404 + Penalty 3254.025710 = -2549843.237694
  nChanged 5
		SP:Iteration 42Q (185828.530000 sec): 3 clusters
  Score: Raw -2553099.678979 + Penalty 3254.025710 = -2549845.653269
  nChanged 3
		SP:Iteration 43Q (185828.800000 sec): 3 clusters
  Score: Raw -2553101.560670 + Penalty 3254.025710 = -2549847.534960
  nChanged 4
		SP:Iteration 44Q (185829.070000 sec): 3 clusters
  Score: Raw -2553103.783442 + Penalty 3254.025710 = -2549849.757733
  nChanged 4
		SP:Iteration 45Q (185829.340000 sec): 3 clusters
  Score: Raw -2553105.237743 + Penalty 3254.025710 = -2549851.212034
  nChanged 2
		SP:Iteration 46Q (185829.600000 sec): 3 clusters
  Score: Raw -2553106.721671 + Penalty 3254.025710 = -2549852.695961
  nChanged 6
		SP:Iteration 47Q (185829.870000 sec): 3 clusters
  Score: Raw -2553108.631319 + Penalty 3254.025710 = -2549854.605609
  nChanged 1
		SP:Iteration 48Q (185830.140000 sec): 3 clusters
  Score: Raw -2553108.799535 + Penalty 3254.025710 = -2549854.773825
  nChanged 0
		SP:Iteration 49F (185830.430000 sec): 3 clusters
  Score: Raw -2553108.799535 + Penalty 3254.025710 = -2549854.773825
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 31 (41254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185830.780000 sec): 2 clusters
  Score: Raw -5111762.519926 + Penalty 1726.969295 = -5110035.550631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185831.270000 sec): 3 clusters
  Score: Raw -5086045.020410 + Penalty 3453.938591 = -5082591.081819
  nChanged 19028
		SP:Iteration 1F (185831.700000 sec): 3 clusters
  Score: Raw -5097357.171989 + Penalty 3453.938591 = -5093903.233398
  nChanged 2254
		SP:Iteration 2F (185832.180000 sec): 3 clusters
  Score: Raw -5098434.490787 + Penalty 3453.938591 = -5094980.552196
  nChanged 2609
		SP:Iteration 3F (185832.610000 sec): 3 clusters
  Score: Raw -5099880.448893 + Penalty 3453.938591 = -5096426.510302
  nChanged 2763
		SP:Iteration 4F (185833.090000 sec): 3 clusters
  Score: Raw -5101418.420561 + Penalty 3453.938591 = -5097964.481970
  nChanged 2587
		SP:Iteration 5F (185833.520000 sec): 3 clusters
  Score: Raw -5102841.456972 + Penalty 3453.938591 = -5099387.518381
  nChanged 2304
		SP:Iteration 6F (185833.990000 sec): 3 clusters
  Score: Raw -5104001.044142 + Penalty 3453.938591 = -5100547.105551
  nChanged 1951
		SP:Iteration 7Q (185834.420000 sec): 3 clusters
  Score: Raw -5104991.091487 + Penalty 3453.938591 = -5101537.152896
  nChanged 1738
		SP:Iteration 8Q (185834.860000 sec): 3 clusters
  Score: Raw -5105937.307054 + Penalty 3453.938591 = -5102483.368463
  nChanged 1598
		SP:Iteration 9Q (185835.340000 sec): 3 clusters
  Score: Raw -5106869.109751 + Penalty 3453.938591 = -5103415.171160
  nChanged 1509
		SP:Iteration 10Q (185835.770000 sec): 3 clusters
  Score: Raw -5107830.341625 + Penalty 3453.938591 = -5104376.403034
  nChanged 1408
		SP:Iteration 11Q (185836.240000 sec): 3 clusters
  Score: Raw -5108814.977792 + Penalty 3453.938591 = -5105361.039201
  nChanged 1284
		SP:Iteration 12Q (185836.670000 sec): 3 clusters
  Score: Raw -5109791.413254 + Penalty 3453.938591 = -5106337.474664
  nChanged 972
		SP:Iteration 13Q (185837.090000 sec): 3 clusters
  Score: Raw -5110592.221744 + Penalty 3453.938591 = -5107138.283153
  nChanged 707
		SP:Iteration 14Q (185837.540000 sec): 3 clusters
  Score: Raw -5111197.653505 + Penalty 3453.938591 = -5107743.714914
  nChanged 388
		SP:Iteration 15Q (185837.970000 sec): 3 clusters
  Score: Raw -5111556.532602 + Penalty 3453.938591 = -5108102.594011
  nChanged 215
		SP:Iteration 16Q (185838.360000 sec): 3 clusters
  Score: Raw -5111746.916412 + Penalty 3453.938591 = -5108292.977821
  nChanged 116
		SP:Iteration 17Q (185838.780000 sec): 3 clusters
  Score: Raw -5111842.449018 + Penalty 3453.938591 = -5108388.510427
  nChanged 71
		SP:Iteration 18Q (185839.160000 sec): 3 clusters
  Score: Raw -5111905.768818 + Penalty 3453.938591 = -5108451.830227
  nChanged 50
		SP:Iteration 19Q (185839.550000 sec): 3 clusters
  Score: Raw -5111946.995610 + Penalty 3453.938591 = -5108493.057019
  nChanged 39
		SP:Iteration 20F (185840.000000 sec): 3 clusters
  Score: Raw -5111980.149872 + Penalty 3453.938591 = -5108526.211281
  nChanged 31
		SP:Iteration 21Q (185840.440000 sec): 3 clusters
  Score: Raw -5112006.810209 + Penalty 3453.938591 = -5108552.871618
  nChanged 20
		SP:Iteration 22Q (185840.870000 sec): 3 clusters
  Score: Raw -5112025.524603 + Penalty 3453.938591 = -5108571.586012
  nChanged 17
		SP:Iteration 23Q (185841.290000 sec): 3 clusters
  Score: Raw -5112037.390193 + Penalty 3453.938591 = -5108583.451602
  nChanged 10
		SP:Iteration 24Q (185841.700000 sec): 3 clusters
  Score: Raw -5112044.062651 + Penalty 3453.938591 = -5108590.124060
  nChanged 7
		SP:Iteration 25Q (185842.090000 sec): 3 clusters
  Score: Raw -5112047.805626 + Penalty 3453.938591 = -5108593.867035
  nChanged 5
		SP:Iteration 26Q (185842.480000 sec): 3 clusters
  Score: Raw -5112052.908171 + Penalty 3453.938591 = -5108598.969580
  nChanged 8
		SP:Iteration 27Q (185842.890000 sec): 3 clusters
  Score: Raw -5112060.330331 + Penalty 3453.938591 = -5108606.391740
  nChanged 7
		SP:Iteration 28Q (185843.270000 sec): 3 clusters
  Score: Raw -5112066.039671 + Penalty 3453.938591 = -5108612.101080
  nChanged 7
		SP:Iteration 29Q (185843.690000 sec): 3 clusters
  Score: Raw -5112073.057577 + Penalty 3453.938591 = -5108619.118986
  nChanged 10
		SP:Iteration 30Q (185844.070000 sec): 3 clusters
  Score: Raw -5112085.300213 + Penalty 3453.938591 = -5108631.361622
  nChanged 9
		SP:Iteration 31Q (185844.460000 sec): 3 clusters
  Score: Raw -5112096.575385 + Penalty 3453.938591 = -5108642.636794
  nChanged 11
		SP:Iteration 32Q (185844.880000 sec): 3 clusters
  Score: Raw -5112106.111342 + Penalty 3453.938591 = -5108652.172751
  nChanged 6
		SP:Iteration 33Q (185845.260000 sec): 3 clusters
  Score: Raw -5112109.241568 + Penalty 3453.938591 = -5108655.302978
  nChanged 1
		SP:Iteration 34Q (185845.670000 sec): 3 clusters
  Score: Raw -5112109.900477 + Penalty 3453.938591 = -5108655.961887
  nChanged 0
		SP:Iteration 35F (185846.100000 sec): 3 clusters
  Score: Raw -5112109.900477 + Penalty 3453.938591 = -5108655.961887
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 32 (13537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185846.240000 sec): 2 clusters
  Score: Raw -1628315.759071 + Penalty 1545.892068 = -1626769.867003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185846.450000 sec): 3 clusters
  Score: Raw -1620496.872546 + Penalty 3091.784136 = -1617405.088410
  nChanged 5847
		SP:Iteration 1F (185846.670000 sec): 3 clusters
  Score: Raw -1623572.359874 + Penalty 3091.784136 = -1620480.575738
  nChanged 728
		SP:Iteration 2F (185846.890000 sec): 3 clusters
  Score: Raw -1623843.074355 + Penalty 3091.784136 = -1620751.290219
  nChanged 662
		SP:Iteration 3Q (185847.100000 sec): 3 clusters
  Score: Raw -1624124.404623 + Penalty 3091.784136 = -1621032.620488
  nChanged 625
		SP:Iteration 4Q (185847.340000 sec): 3 clusters
  Score: Raw -1624419.913304 + Penalty 3091.784136 = -1621328.129168
  nChanged 651
		SP:Iteration 5Q (185847.580000 sec): 3 clusters
  Score: Raw -1624744.278924 + Penalty 3091.784136 = -1621652.494788
  nChanged 671
		SP:Iteration 6Q (185847.860000 sec): 3 clusters
  Score: Raw -1625116.930108 + Penalty 3091.784136 = -1622025.145972
  nChanged 738
		SP:Iteration 7F (185848.090000 sec): 3 clusters
  Score: Raw -1625556.264377 + Penalty 3091.784136 = -1622464.480241
  nChanged 703
		SP:Iteration 8F (185848.380000 sec): 3 clusters
  Score: Raw -1625943.183469 + Penalty 3091.784136 = -1622851.399334
  nChanged 655
		SP:Iteration 9Q (185848.620000 sec): 3 clusters
  Score: Raw -1626274.716822 + Penalty 3091.784136 = -1623182.932686
  nChanged 542
		SP:Iteration 10Q (185848.800000 sec): 3 clusters
  Score: Raw -1626531.442635 + Penalty 3091.784136 = -1623439.658499
  nChanged 438
		SP:Iteration 11Q (185848.980000 sec): 3 clusters
  Score: Raw -1626707.167818 + Penalty 3091.784136 = -1623615.383682
  nChanged 356
		SP:Iteration 12Q (185849.190000 sec): 3 clusters
  Score: Raw -1626840.463598 + Penalty 3091.784136 = -1623748.679462
  nChanged 310
		SP:Iteration 13Q (185849.390000 sec): 3 clusters
  Score: Raw -1626980.785764 + Penalty 3091.784136 = -1623889.001628
  nChanged 303
		SP:Iteration 14Q (185849.580000 sec): 3 clusters
  Score: Raw -1627113.466503 + Penalty 3091.784136 = -1624021.682367
  nChanged 280
		SP:Iteration 15Q (185849.760000 sec): 3 clusters
  Score: Raw -1627233.402172 + Penalty 3091.784136 = -1624141.618036
  nChanged 226
		SP:Iteration 16Q (185849.960000 sec): 3 clusters
  Score: Raw -1627339.292141 + Penalty 3091.784136 = -1624247.508006
  nChanged 229
		SP:Iteration 17Q (185850.140000 sec): 3 clusters
  Score: Raw -1627441.492995 + Penalty 3091.784136 = -1624349.708859
  nChanged 236
		SP:Iteration 18Q (185850.320000 sec): 3 clusters
  Score: Raw -1627546.914441 + Penalty 3091.784136 = -1624455.130305
  nChanged 221
		SP:Iteration 19Q (185850.500000 sec): 3 clusters
  Score: Raw -1627642.515659 + Penalty 3091.784136 = -1624550.731524
  nChanged 209
		SP:Iteration 20F (185850.700000 sec): 3 clusters
  Score: Raw -1627726.290266 + Penalty 3091.784136 = -1624634.506130
  nChanged 175
		SP:Iteration 21Q (185850.870000 sec): 3 clusters
  Score: Raw -1627795.964042 + Penalty 3091.784136 = -1624704.179906
  nChanged 171
		SP:Iteration 22Q (185851.050000 sec): 3 clusters
  Score: Raw -1627863.347378 + Penalty 3091.784136 = -1624771.563242
  nChanged 162
		SP:Iteration 23Q (185851.220000 sec): 3 clusters
  Score: Raw -1627924.996895 + Penalty 3091.784136 = -1624833.212759
  nChanged 148
		SP:Iteration 24Q (185851.420000 sec): 3 clusters
  Score: Raw -1627972.135629 + Penalty 3091.784136 = -1624880.351493
  nChanged 134
		SP:Iteration 25Q (185851.630000 sec): 3 clusters
  Score: Raw -1628017.663950 + Penalty 3091.784136 = -1624925.879815
  nChanged 121
		SP:Iteration 26Q (185851.820000 sec): 3 clusters
  Score: Raw -1628058.816594 + Penalty 3091.784136 = -1624967.032458
  nChanged 131
		SP:Iteration 27Q (185852.000000 sec): 3 clusters
  Score: Raw -1628104.485196 + Penalty 3091.784136 = -1625012.701060
  nChanged 119
		SP:Iteration 28Q (185852.180000 sec): 3 clusters
  Score: Raw -1628146.709807 + Penalty 3091.784136 = -1625054.925671
  nChanged 111
		SP:Iteration 29Q (185852.370000 sec): 3 clusters
  Score: Raw -1628186.242714 + Penalty 3091.784136 = -1625094.458579
  nChanged 100
		SP:Iteration 30Q (185852.540000 sec): 3 clusters
  Score: Raw -1628224.017007 + Penalty 3091.784136 = -1625132.232872
  nChanged 99
		SP:Iteration 31Q (185852.710000 sec): 3 clusters
  Score: Raw -1628258.815964 + Penalty 3091.784136 = -1625167.031828
  nChanged 82
		SP:Iteration 32Q (185852.910000 sec): 3 clusters
  Score: Raw -1628285.183944 + Penalty 3091.784136 = -1625193.399808
  nChanged 82
		SP:Iteration 33Q (185853.090000 sec): 3 clusters
  Score: Raw -1628314.660748 + Penalty 3091.784136 = -1625222.876612
  nChanged 86
		SP:Iteration 34Q (185853.270000 sec): 3 clusters
  Score: Raw -1628349.991942 + Penalty 3091.784136 = -1625258.207806
  nChanged 86
		SP:Iteration 35Q (185853.460000 sec): 3 clusters
  Score: Raw -1628379.093680 + Penalty 3091.784136 = -1625287.309544
  nChanged 84
		SP:Iteration 36Q (185853.620000 sec): 3 clusters
  Score: Raw -1628412.137056 + Penalty 3091.784136 = -1625320.352921
  nChanged 76
		SP:Iteration 37Q (185853.790000 sec): 3 clusters
  Score: Raw -1628439.461715 + Penalty 3091.784136 = -1625347.677579
  nChanged 56
		SP:Iteration 38Q (185853.980000 sec): 3 clusters
  Score: Raw -1628454.311704 + Penalty 3091.784136 = -1625362.527568
  nChanged 47
		SP:Iteration 39Q (185854.140000 sec): 3 clusters
  Score: Raw -1628467.689359 + Penalty 3091.784136 = -1625375.905223
  nChanged 39
		SP:Iteration 40F (185854.330000 sec): 3 clusters
  Score: Raw -1628478.031939 + Penalty 3091.784136 = -1625386.247803
  nChanged 27
		SP:Iteration 41Q (185854.500000 sec): 3 clusters
  Score: Raw -1628485.496396 + Penalty 3091.784136 = -1625393.712260
  nChanged 26
		SP:Iteration 42Q (185854.730000 sec): 3 clusters
  Score: Raw -1628492.885327 + Penalty 3091.784136 = -1625401.101192
  nChanged 27
		SP:Iteration 43Q (185854.930000 sec): 3 clusters
  Score: Raw -1628500.685440 + Penalty 3091.784136 = -1625408.901304
  nChanged 23
		SP:Iteration 44Q (185855.130000 sec): 3 clusters
  Score: Raw -1628507.187742 + Penalty 3091.784136 = -1625415.403606
  nChanged 25
		SP:Iteration 45Q (185855.300000 sec): 3 clusters
  Score: Raw -1628517.635745 + Penalty 3091.784136 = -1625425.851609
  nChanged 25
		SP:Iteration 46Q (185855.480000 sec): 3 clusters
  Score: Raw -1628525.892216 + Penalty 3091.784136 = -1625434.108080
  nChanged 21
		SP:Iteration 47Q (185855.670000 sec): 3 clusters
  Score: Raw -1628530.965456 + Penalty 3091.784136 = -1625439.181321
  nChanged 20
		SP:Iteration 48Q (185855.860000 sec): 3 clusters
  Score: Raw -1628536.759494 + Penalty 3091.784136 = -1625444.975359
  nChanged 21
		SP:Iteration 49Q (185856.040000 sec): 3 clusters
  Score: Raw -1628543.226441 + Penalty 3091.784136 = -1625451.442305
  nChanged 22
		SP:Iteration 50Q (185856.210000 sec): 3 clusters
  Score: Raw -1628550.272514 + Penalty 3091.784136 = -1625458.488379
  nChanged 23
		SP:Iteration 51Q (185856.400000 sec): 3 clusters
  Score: Raw -1628559.577503 + Penalty 3091.784136 = -1625467.793368
  nChanged 28
		SP:Iteration 52Q (185856.580000 sec): 3 clusters
  Score: Raw -1628571.248746 + Penalty 3091.784136 = -1625479.464611
  nChanged 22
		SP:Iteration 53Q (185856.740000 sec): 3 clusters
  Score: Raw -1628578.780210 + Penalty 3091.784136 = -1625486.996074
  nChanged 20
		SP:Iteration 54Q (185856.940000 sec): 3 clusters
  Score: Raw -1628585.070668 + Penalty 3091.784136 = -1625493.286532
  nChanged 24
		SP:Iteration 55Q (185857.120000 sec): 3 clusters
  Score: Raw -1628593.290536 + Penalty 3091.784136 = -1625501.506400
  nChanged 24
		SP:Iteration 56Q (185857.300000 sec): 3 clusters
  Score: Raw -1628602.044321 + Penalty 3091.784136 = -1625510.260186
  nChanged 19
		SP:Iteration 57Q (185857.480000 sec): 3 clusters
  Score: Raw -1628608.409650 + Penalty 3091.784136 = -1625516.625514
  nChanged 18
		SP:Iteration 58Q (185857.680000 sec): 3 clusters
  Score: Raw -1628612.692878 + Penalty 3091.784136 = -1625520.908742
  nChanged 15
		SP:Iteration 59Q (185857.860000 sec): 3 clusters
  Score: Raw -1628616.665886 + Penalty 3091.784136 = -1625524.881751
  nChanged 13
		SP:Iteration 60F (185858.040000 sec): 3 clusters
  Score: Raw -1628620.966355 + Penalty 3091.784136 = -1625529.182219
  nChanged 18
		SP:Iteration 61Q (185858.240000 sec): 3 clusters
  Score: Raw -1628626.213272 + Penalty 3091.784136 = -1625534.429136
  nChanged 20
		SP:Iteration 62Q (185858.440000 sec): 3 clusters
  Score: Raw -1628632.750284 + Penalty 3091.784136 = -1625540.966148
  nChanged 18
		SP:Iteration 63Q (185858.630000 sec): 3 clusters
  Score: Raw -1628638.893818 + Penalty 3091.784136 = -1625547.109682
  nChanged 15
		SP:Iteration 64Q (185858.810000 sec): 3 clusters
  Score: Raw -1628642.521030 + Penalty 3091.784136 = -1625550.736894
  nChanged 14
		SP:Iteration 65Q (185858.980000 sec): 3 clusters
  Score: Raw -1628647.404885 + Penalty 3091.784136 = -1625555.620749
  nChanged 22
		SP:Iteration 66Q (185859.170000 sec): 3 clusters
  Score: Raw -1628655.116063 + Penalty 3091.784136 = -1625563.331928
  nChanged 10
		SP:Iteration 67Q (185859.340000 sec): 3 clusters
  Score: Raw -1628657.345711 + Penalty 3091.784136 = -1625565.561575
  nChanged 9
		SP:Iteration 68Q (185859.510000 sec): 3 clusters
  Score: Raw -1628659.925027 + Penalty 3091.784136 = -1625568.140891
  nChanged 5
		SP:Iteration 69Q (185859.700000 sec): 3 clusters
  Score: Raw -1628660.894879 + Penalty 3091.784136 = -1625569.110743
  nChanged 6
		SP:Iteration 70Q (185859.880000 sec): 3 clusters
  Score: Raw -1628663.565353 + Penalty 3091.784136 = -1625571.781217
  nChanged 9
		SP:Iteration 71Q (185860.060000 sec): 3 clusters
  Score: Raw -1628666.711377 + Penalty 3091.784136 = -1625574.927241
  nChanged 8
		SP:Iteration 72Q (185860.260000 sec): 3 clusters
  Score: Raw -1628668.804708 + Penalty 3091.784136 = -1625577.020572
  nChanged 2
		SP:Iteration 73Q (185860.450000 sec): 3 clusters
  Score: Raw -1628669.388509 + Penalty 3091.784136 = -1625577.604373
  nChanged 2
		SP:Iteration 74Q (185860.630000 sec): 3 clusters
  Score: Raw -1628670.061968 + Penalty 3091.784136 = -1625578.277832
  nChanged 1
		SP:Iteration 75Q (185860.800000 sec): 3 clusters
  Score: Raw -1628670.219822 + Penalty 3091.784136 = -1625578.435687
  nChanged 0
		SP:Iteration 76F (185861.000000 sec): 3 clusters
  Score: Raw -1628670.219822 + Penalty 3091.784136 = -1625578.435687
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 33 (29892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185861.240000 sec): 2 clusters
  Score: Raw -3644398.793623 + Penalty 1674.618752 = -3642724.174871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185861.550000 sec): 3 clusters
  Score: Raw -3625971.478865 + Penalty 3349.237504 = -3622622.241362
  nChanged 13751
		SP:Iteration 1F (185861.870000 sec): 3 clusters
  Score: Raw -3633679.661282 + Penalty 3349.237504 = -3630330.423779
  nChanged 1578
		SP:Iteration 2F (185862.200000 sec): 3 clusters
  Score: Raw -3634265.598697 + Penalty 3349.237504 = -3630916.361193
  nChanged 1532
		SP:Iteration 3F (185862.550000 sec): 3 clusters
  Score: Raw -3634901.916921 + Penalty 3349.237504 = -3631552.679417
  nChanged 1679
		SP:Iteration 4F (185862.890000 sec): 3 clusters
  Score: Raw -3635689.770698 + Penalty 3349.237504 = -3632340.533195
  nChanged 1764
		SP:Iteration 5F (185863.240000 sec): 3 clusters
  Score: Raw -3636581.244075 + Penalty 3349.237504 = -3633232.006572
  nChanged 1790
		SP:Iteration 6F (185863.590000 sec): 3 clusters
  Score: Raw -3637637.234335 + Penalty 3349.237504 = -3634287.996831
  nChanged 1842
		SP:Iteration 7F (185863.930000 sec): 3 clusters
  Score: Raw -3638859.976136 + Penalty 3349.237504 = -3635510.738632
  nChanged 1798
		SP:Iteration 8F (185864.280000 sec): 3 clusters
  Score: Raw -3640210.192276 + Penalty 3349.237504 = -3636860.954773
  nChanged 1621
		SP:Iteration 9F (185864.620000 sec): 3 clusters
  Score: Raw -3641524.203573 + Penalty 3349.237504 = -3638174.966069
  nChanged 1345
		SP:Iteration 10Q (185864.980000 sec): 3 clusters
  Score: Raw -3642721.769013 + Penalty 3349.237504 = -3639372.531509
  nChanged 923
		SP:Iteration 11Q (185865.320000 sec): 3 clusters
  Score: Raw -3643547.556838 + Penalty 3349.237504 = -3640198.319334
  nChanged 529
		SP:Iteration 12Q (185865.650000 sec): 3 clusters
  Score: Raw -3644018.697781 + Penalty 3349.237504 = -3640669.460278
  nChanged 278
		SP:Iteration 13Q (185865.930000 sec): 3 clusters
  Score: Raw -3644270.500909 + Penalty 3349.237504 = -3640921.263405
  nChanged 148
		SP:Iteration 14Q (185866.220000 sec): 3 clusters
  Score: Raw -3644403.199323 + Penalty 3349.237504 = -3641053.961820
  nChanged 87
		SP:Iteration 15Q (185866.490000 sec): 3 clusters
  Score: Raw -3644478.940502 + Penalty 3349.237504 = -3641129.702998
  nChanged 53
		SP:Iteration 16Q (185866.780000 sec): 3 clusters
  Score: Raw -3644538.764458 + Penalty 3349.237504 = -3641189.526954
  nChanged 34
		SP:Iteration 17Q (185867.050000 sec): 3 clusters
  Score: Raw -3644574.130159 + Penalty 3349.237504 = -3641224.892656
  nChanged 19
		SP:Iteration 18Q (185867.360000 sec): 3 clusters
  Score: Raw -3644594.018013 + Penalty 3349.237504 = -3641244.780510
  nChanged 11
		SP:Iteration 19Q (185867.680000 sec): 3 clusters
  Score: Raw -3644607.080343 + Penalty 3349.237504 = -3641257.842839
  nChanged 9
		SP:Iteration 20F (185867.980000 sec): 3 clusters
  Score: Raw -3644615.299072 + Penalty 3349.237504 = -3641266.061569
  nChanged 6
		SP:Iteration 21Q (185868.270000 sec): 3 clusters
  Score: Raw -3644621.706941 + Penalty 3349.237504 = -3641272.469437
  nChanged 8
		SP:Iteration 22Q (185868.530000 sec): 3 clusters
  Score: Raw -3644630.031905 + Penalty 3349.237504 = -3641280.794402
  nChanged 10
		SP:Iteration 23Q (185868.830000 sec): 3 clusters
  Score: Raw -3644640.724714 + Penalty 3349.237504 = -3641291.487210
  nChanged 8
		SP:Iteration 24Q (185869.090000 sec): 3 clusters
  Score: Raw -3644647.026232 + Penalty 3349.237504 = -3641297.788728
  nChanged 9
		SP:Iteration 25Q (185869.410000 sec): 3 clusters
  Score: Raw -3644656.839366 + Penalty 3349.237504 = -3641307.601863
  nChanged 3
		SP:Iteration 26Q (185869.720000 sec): 3 clusters
  Score: Raw -3644660.213364 + Penalty 3349.237504 = -3641310.975860
  nChanged 3
		SP:Iteration 27Q (185869.990000 sec): 3 clusters
  Score: Raw -3644662.262698 + Penalty 3349.237504 = -3641313.025194
  nChanged 3
		SP:Iteration 28Q (185870.300000 sec): 3 clusters
  Score: Raw -3644663.984271 + Penalty 3349.237504 = -3641314.746767
  nChanged 1
		SP:Iteration 29Q (185870.560000 sec): 3 clusters
  Score: Raw -3644664.263804 + Penalty 3349.237504 = -3641315.026301
  nChanged 0
		SP:Iteration 30F (185870.910000 sec): 3 clusters
  Score: Raw -3644664.263804 + Penalty 3349.237504 = -3641315.026301
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 34 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185870.960000 sec): 2 clusters
  Score: Raw -12600.330198 + Penalty 799.496900 = -11800.833297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185870.960000 sec): 3 clusters
  Score: Raw -12797.085894 + Penalty 1598.993801 = -11198.092093
  nChanged 10
		SP:Iteration 1F (185870.970000 sec): 3 clusters
  Score: Raw -12845.205506 + Penalty 1598.993801 = -11246.211705
  nChanged 5
		SP:Iteration 2Q (185870.970000 sec): 3 clusters
  Score: Raw -12882.671318 + Penalty 1598.993801 = -11283.677517
  nChanged 1
		SP:Iteration 3Q (185870.970000 sec): 3 clusters
  Score: Raw -12906.705208 + Penalty 1598.993801 = -11307.711407
  nChanged 3
		SP:Iteration 4Q (185870.980000 sec): 3 clusters
  Score: Raw -12923.049858 + Penalty 1598.993801 = -11324.056057
  nChanged 4
		SP:Iteration 5Q (185870.980000 sec): 3 clusters
  Score: Raw -12938.539176 + Penalty 1598.993801 = -11339.545375
  nChanged 1
		SP:Iteration 6Q (185870.990000 sec): 3 clusters
  Score: Raw -12942.110620 + Penalty 1598.993801 = -11343.116819
  nChanged 1
		SP:Iteration 7Q (185870.990000 sec): 3 clusters
  Score: Raw -12945.422279 + Penalty 1598.993801 = -11346.428478
  nChanged 1
		SP:Iteration 8Q (185870.990000 sec): 3 clusters
  Score: Raw -12955.792055 + Penalty 1598.993801 = -11356.798254
  nChanged 0
		SP:Iteration 9F (185871.000000 sec): 3 clusters
  Score: Raw -12955.792055 + Penalty 1598.993801 = -11356.798254
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 35 (5676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185871.130000 sec): 2 clusters
  Score: Raw -690344.499858 + Penalty 1404.650331 = -688939.849527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185871.230000 sec): 3 clusters
  Score: Raw -687343.225968 + Penalty 2809.300662 = -684533.925306
  nChanged 2344
		SP:Iteration 1F (185871.340000 sec): 3 clusters
  Score: Raw -688552.841545 + Penalty 2809.300662 = -685743.540883
  nChanged 386
		SP:Iteration 2F (185871.450000 sec): 3 clusters
  Score: Raw -688749.567603 + Penalty 2809.300662 = -685940.266940
  nChanged 278
		SP:Iteration 3Q (185871.550000 sec): 3 clusters
  Score: Raw -688879.486449 + Penalty 2809.300662 = -686070.185786
  nChanged 228
		SP:Iteration 4Q (185871.650000 sec): 3 clusters
  Score: Raw -688985.717810 + Penalty 2809.300662 = -686176.417147
  nChanged 192
		SP:Iteration 5Q (185871.740000 sec): 3 clusters
  Score: Raw -689073.022034 + Penalty 2809.300662 = -686263.721372
  nChanged 178
		SP:Iteration 6Q (185871.840000 sec): 3 clusters
  Score: Raw -689152.341275 + Penalty 2809.300662 = -686343.040613
  nChanged 203
		SP:Iteration 7Q (185871.940000 sec): 3 clusters
  Score: Raw -689253.779707 + Penalty 2809.300662 = -686444.479044
  nChanged 206
		SP:Iteration 8Q (185872.040000 sec): 3 clusters
  Score: Raw -689374.639558 + Penalty 2809.300662 = -686565.338895
  nChanged 241
		SP:Iteration 9Q (185872.130000 sec): 3 clusters
  Score: Raw -689531.861187 + Penalty 2809.300662 = -686722.560525
  nChanged 252
		SP:Iteration 10Q (185872.230000 sec): 3 clusters
  Score: Raw -689687.328179 + Penalty 2809.300662 = -686878.027516
  nChanged 233
		SP:Iteration 11Q (185872.330000 sec): 3 clusters
  Score: Raw -689866.517614 + Penalty 2809.300662 = -687057.216952
  nChanged 241
		SP:Iteration 12Q (185872.430000 sec): 3 clusters
  Score: Raw -690042.623510 + Penalty 2809.300662 = -687233.322848
  nChanged 247
		SP:Iteration 13Q (185872.520000 sec): 3 clusters
  Score: Raw -690251.578513 + Penalty 2809.300662 = -687442.277851
  nChanged 235
		SP:Iteration 14Q (185872.620000 sec): 3 clusters
  Score: Raw -690430.362527 + Penalty 2809.300662 = -687621.061865
  nChanged 204
		SP:Iteration 15Q (185872.710000 sec): 3 clusters
  Score: Raw -690556.104782 + Penalty 2809.300662 = -687746.804119
  nChanged 156
		SP:Iteration 16Q (185872.810000 sec): 3 clusters
  Score: Raw -690635.374041 + Penalty 2809.300662 = -687826.073379
  nChanged 109
		SP:Iteration 17Q (185872.910000 sec): 3 clusters
  Score: Raw -690676.766290 + Penalty 2809.300662 = -687867.465628
  nChanged 88
		SP:Iteration 18Q (185873.000000 sec): 3 clusters
  Score: Raw -690705.586948 + Penalty 2809.300662 = -687896.286285
  nChanged 67
		SP:Iteration 19Q (185873.100000 sec): 3 clusters
  Score: Raw -690725.723502 + Penalty 2809.300662 = -687916.422839
  nChanged 46
		SP:Iteration 20F (185873.200000 sec): 3 clusters
  Score: Raw -690739.375589 + Penalty 2809.300662 = -687930.074926
  nChanged 44
		SP:Iteration 21Q (185873.290000 sec): 3 clusters
  Score: Raw -690751.927704 + Penalty 2809.300662 = -687942.627042
  nChanged 32
		SP:Iteration 22Q (185873.390000 sec): 3 clusters
  Score: Raw -690759.621827 + Penalty 2809.300662 = -687950.321165
  nChanged 26
		SP:Iteration 23Q (185873.480000 sec): 3 clusters
  Score: Raw -690765.871510 + Penalty 2809.300662 = -687956.570847
  nChanged 27
		SP:Iteration 24Q (185873.580000 sec): 3 clusters
  Score: Raw -690773.319714 + Penalty 2809.300662 = -687964.019052
  nChanged 24
		SP:Iteration 25Q (185873.680000 sec): 3 clusters
  Score: Raw -690779.893817 + Penalty 2809.300662 = -687970.593155
  nChanged 22
		SP:Iteration 26Q (185873.770000 sec): 3 clusters
  Score: Raw -690785.866235 + Penalty 2809.300662 = -687976.565572
  nChanged 20
		SP:Iteration 27Q (185873.870000 sec): 3 clusters
  Score: Raw -690791.446726 + Penalty 2809.300662 = -687982.146064
  nChanged 25
		SP:Iteration 28Q (185873.960000 sec): 3 clusters
  Score: Raw -690799.383907 + Penalty 2809.300662 = -687990.083245
  nChanged 27
		SP:Iteration 29Q (185874.060000 sec): 3 clusters
  Score: Raw -690806.688018 + Penalty 2809.300662 = -687997.387356
  nChanged 19
		SP:Iteration 30Q (185874.150000 sec): 3 clusters
  Score: Raw -690810.542429 + Penalty 2809.300662 = -688001.241767
  nChanged 17
		SP:Iteration 31Q (185874.250000 sec): 3 clusters
  Score: Raw -690814.549033 + Penalty 2809.300662 = -688005.248370
  nChanged 16
		SP:Iteration 32Q (185874.340000 sec): 3 clusters
  Score: Raw -690819.025554 + Penalty 2809.300662 = -688009.724891
  nChanged 16
		SP:Iteration 33Q (185874.440000 sec): 3 clusters
  Score: Raw -690823.239366 + Penalty 2809.300662 = -688013.938703
  nChanged 18
		SP:Iteration 34Q (185874.530000 sec): 3 clusters
  Score: Raw -690826.891895 + Penalty 2809.300662 = -688017.591233
  nChanged 11
		SP:Iteration 35Q (185874.630000 sec): 3 clusters
  Score: Raw -690829.410117 + Penalty 2809.300662 = -688020.109454
  nChanged 12
		SP:Iteration 36Q (185874.720000 sec): 3 clusters
  Score: Raw -690832.209965 + Penalty 2809.300662 = -688022.909303
  nChanged 12
		SP:Iteration 37Q (185874.820000 sec): 3 clusters
  Score: Raw -690834.972663 + Penalty 2809.300662 = -688025.672000
  nChanged 7
		SP:Iteration 38Q (185874.910000 sec): 3 clusters
  Score: Raw -690836.509861 + Penalty 2809.300662 = -688027.209199
  nChanged 5
		SP:Iteration 39Q (185875.010000 sec): 3 clusters
  Score: Raw -690837.454298 + Penalty 2809.300662 = -688028.153636
  nChanged 4
		SP:Iteration 40F (185875.110000 sec): 3 clusters
  Score: Raw -690838.126707 + Penalty 2809.300662 = -688028.826045
  nChanged 5
		SP:Iteration 41Q (185875.200000 sec): 3 clusters
  Score: Raw -690838.882304 + Penalty 2809.300662 = -688029.581642
  nChanged 5
		SP:Iteration 42Q (185875.290000 sec): 3 clusters
  Score: Raw -690839.918144 + Penalty 2809.300662 = -688030.617482
  nChanged 3
		SP:Iteration 43Q (185875.390000 sec): 3 clusters
  Score: Raw -690840.370167 + Penalty 2809.300662 = -688031.069504
  nChanged 2
		SP:Iteration 44Q (185875.490000 sec): 3 clusters
  Score: Raw -690840.718684 + Penalty 2809.300662 = -688031.418021
  nChanged 2
		SP:Iteration 45Q (185875.580000 sec): 3 clusters
  Score: Raw -690841.033582 + Penalty 2809.300662 = -688031.732920
  nChanged 4
		SP:Iteration 46Q (185875.680000 sec): 3 clusters
  Score: Raw -690841.648995 + Penalty 2809.300662 = -688032.348332
  nChanged 1
		SP:Iteration 47Q (185875.780000 sec): 3 clusters
  Score: Raw -690841.753417 + Penalty 2809.300662 = -688032.452754
  nChanged 2
		SP:Iteration 48Q (185875.870000 sec): 3 clusters
  Score: Raw -690842.119078 + Penalty 2809.300662 = -688032.818416
  nChanged 2
		SP:Iteration 49Q (185875.970000 sec): 3 clusters
  Score: Raw -690842.464763 + Penalty 2809.300662 = -688033.164101
  nChanged 5
		SP:Iteration 50Q (185876.060000 sec): 3 clusters
  Score: Raw -690843.095832 + Penalty 2809.300662 = -688033.795169
  nChanged 4
		SP:Iteration 51Q (185876.160000 sec): 3 clusters
  Score: Raw -690843.719191 + Penalty 2809.300662 = -688034.418528
  nChanged 2
		SP:Iteration 52Q (185876.250000 sec): 3 clusters
  Score: Raw -690844.052628 + Penalty 2809.300662 = -688034.751965
  nChanged 4
		SP:Iteration 53Q (185876.340000 sec): 3 clusters
  Score: Raw -690844.566273 + Penalty 2809.300662 = -688035.265610
  nChanged 2
		SP:Iteration 54Q (185876.440000 sec): 3 clusters
  Score: Raw -690844.906844 + Penalty 2809.300662 = -688035.606182
  nChanged 1
		SP:Iteration 55Q (185876.520000 sec): 3 clusters
  Score: Raw -690845.018060 + Penalty 2809.300662 = -688035.717397
  nChanged 0
		SP:Iteration 56F (185876.620000 sec): 3 clusters
  Score: Raw -690845.018060 + Penalty 2809.300662 = -688035.717397
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 36 (5529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185876.710000 sec): 2 clusters
  Score: Raw -623415.261504 + Penalty 1400.386365 = -622014.875139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185876.810000 sec): 3 clusters
  Score: Raw -620534.702199 + Penalty 2800.772730 = -617733.929469
  nChanged 2284
		SP:Iteration 1F (185876.900000 sec): 3 clusters
  Score: Raw -621884.971877 + Penalty 2800.772730 = -619084.199147
  nChanged 468
		SP:Iteration 2F (185877.000000 sec): 3 clusters
  Score: Raw -622233.184845 + Penalty 2800.772730 = -619432.412115
  nChanged 434
		SP:Iteration 3F (185877.100000 sec): 3 clusters
  Score: Raw -622647.901326 + Penalty 2800.772730 = -619847.128596
  nChanged 467
		SP:Iteration 4F (185877.190000 sec): 3 clusters
  Score: Raw -623090.900492 + Penalty 2800.772730 = -620290.127762
  nChanged 381
		SP:Iteration 5F (185877.280000 sec): 3 clusters
  Score: Raw -623393.237081 + Penalty 2800.772730 = -620592.464351
  nChanged 303
		SP:Iteration 6F (185877.380000 sec): 3 clusters
  Score: Raw -623602.796393 + Penalty 2800.772730 = -620802.023663
  nChanged 217
		SP:Iteration 7Q (185877.480000 sec): 3 clusters
  Score: Raw -623729.008422 + Penalty 2800.772730 = -620928.235692
  nChanged 131
		SP:Iteration 8Q (185877.570000 sec): 3 clusters
  Score: Raw -623790.326793 + Penalty 2800.772730 = -620989.554063
  nChanged 97
		SP:Iteration 9Q (185877.660000 sec): 3 clusters
  Score: Raw -623833.894143 + Penalty 2800.772730 = -621033.121413
  nChanged 76
		SP:Iteration 10Q (185877.760000 sec): 3 clusters
  Score: Raw -623860.009062 + Penalty 2800.772730 = -621059.236332
  nChanged 49
		SP:Iteration 11Q (185877.860000 sec): 3 clusters
  Score: Raw -623881.487071 + Penalty 2800.772730 = -621080.714341
  nChanged 51
		SP:Iteration 12Q (185877.950000 sec): 3 clusters
  Score: Raw -623902.903320 + Penalty 2800.772730 = -621102.130590
  nChanged 50
		SP:Iteration 13Q (185878.050000 sec): 3 clusters
  Score: Raw -623919.763349 + Penalty 2800.772730 = -621118.990619
  nChanged 41
		SP:Iteration 14Q (185878.140000 sec): 3 clusters
  Score: Raw -623933.168170 + Penalty 2800.772730 = -621132.395440
  nChanged 43
		SP:Iteration 15Q (185878.230000 sec): 3 clusters
  Score: Raw -623950.201022 + Penalty 2800.772730 = -621149.428292
  nChanged 49
		SP:Iteration 16Q (185878.330000 sec): 3 clusters
  Score: Raw -623967.159402 + Penalty 2800.772730 = -621166.386672
  nChanged 43
		SP:Iteration 17Q (185878.420000 sec): 3 clusters
  Score: Raw -623980.469850 + Penalty 2800.772730 = -621179.697120
  nChanged 35
		SP:Iteration 18Q (185878.520000 sec): 3 clusters
  Score: Raw -623990.352393 + Penalty 2800.772730 = -621189.579663
  nChanged 23
		SP:Iteration 19Q (185878.610000 sec): 3 clusters
  Score: Raw -623997.143563 + Penalty 2800.772730 = -621196.370833
  nChanged 18
		SP:Iteration 20F (185878.710000 sec): 3 clusters
  Score: Raw -624003.636890 + Penalty 2800.772730 = -621202.864160
  nChanged 15
		SP:Iteration 21Q (185878.800000 sec): 3 clusters
  Score: Raw -624008.320980 + Penalty 2800.772730 = -621207.548250
  nChanged 20
		SP:Iteration 22Q (185878.890000 sec): 3 clusters
  Score: Raw -624015.133557 + Penalty 2800.772730 = -621214.360827
  nChanged 19
		SP:Iteration 23Q (185878.990000 sec): 3 clusters
  Score: Raw -624022.767422 + Penalty 2800.772730 = -621221.994692
  nChanged 20
		SP:Iteration 24Q (185879.090000 sec): 3 clusters
  Score: Raw -624031.693762 + Penalty 2800.772730 = -621230.921032
  nChanged 21
		SP:Iteration 25Q (185879.180000 sec): 3 clusters
  Score: Raw -624040.282191 + Penalty 2800.772730 = -621239.509461
  nChanged 21
		SP:Iteration 26Q (185879.270000 sec): 3 clusters
  Score: Raw -624049.403906 + Penalty 2800.772730 = -621248.631176
  nChanged 20
		SP:Iteration 27Q (185879.370000 sec): 3 clusters
  Score: Raw -624057.638023 + Penalty 2800.772730 = -621256.865293
  nChanged 23
		SP:Iteration 28Q (185879.460000 sec): 3 clusters
  Score: Raw -624067.577986 + Penalty 2800.772730 = -621266.805256
  nChanged 21
		SP:Iteration 29Q (185879.550000 sec): 3 clusters
  Score: Raw -624077.774170 + Penalty 2800.772730 = -621277.001440
  nChanged 29
		SP:Iteration 30Q (185879.650000 sec): 3 clusters
  Score: Raw -624087.666618 + Penalty 2800.772730 = -621286.893888
  nChanged 27
		SP:Iteration 31Q (185879.740000 sec): 3 clusters
  Score: Raw -624096.246492 + Penalty 2800.772730 = -621295.473761
  nChanged 22
		SP:Iteration 32Q (185879.840000 sec): 3 clusters
  Score: Raw -624104.274347 + Penalty 2800.772730 = -621303.501617
  nChanged 21
		SP:Iteration 33Q (185879.930000 sec): 3 clusters
  Score: Raw -624110.352560 + Penalty 2800.772730 = -621309.579830
  nChanged 16
		SP:Iteration 34Q (185880.020000 sec): 3 clusters
  Score: Raw -624114.987157 + Penalty 2800.772730 = -621314.214427
  nChanged 7
		SP:Iteration 35Q (185880.120000 sec): 3 clusters
  Score: Raw -624116.543455 + Penalty 2800.772730 = -621315.770725
  nChanged 8
		SP:Iteration 36Q (185880.210000 sec): 3 clusters
  Score: Raw -624118.371168 + Penalty 2800.772730 = -621317.598438
  nChanged 8
		SP:Iteration 37Q (185880.300000 sec): 3 clusters
  Score: Raw -624120.119572 + Penalty 2800.772730 = -621319.346842
  nChanged 4
		SP:Iteration 38Q (185880.390000 sec): 3 clusters
  Score: Raw -624121.003173 + Penalty 2800.772730 = -621320.230443
  nChanged 4
		SP:Iteration 39Q (185880.490000 sec): 3 clusters
  Score: Raw -624121.961171 + Penalty 2800.772730 = -621321.188441
  nChanged 6
		SP:Iteration 40F (185880.580000 sec): 3 clusters
  Score: Raw -624123.381766 + Penalty 2800.772730 = -621322.609036
  nChanged 3
		SP:Iteration 41Q (185880.680000 sec): 3 clusters
  Score: Raw -624124.155219 + Penalty 2800.772730 = -621323.382489
  nChanged 6
		SP:Iteration 42Q (185880.770000 sec): 3 clusters
  Score: Raw -624125.471240 + Penalty 2800.772730 = -621324.698510
  nChanged 5
		SP:Iteration 43Q (185880.860000 sec): 3 clusters
  Score: Raw -624127.478151 + Penalty 2800.772730 = -621326.705421
  nChanged 8
		SP:Iteration 44Q (185880.960000 sec): 3 clusters
  Score: Raw -624129.813073 + Penalty 2800.772730 = -621329.040343
  nChanged 6
		SP:Iteration 45Q (185881.050000 sec): 3 clusters
  Score: Raw -624130.875265 + Penalty 2800.772730 = -621330.102535
  nChanged 5
		SP:Iteration 46Q (185881.150000 sec): 3 clusters
  Score: Raw -624131.913386 + Penalty 2800.772730 = -621331.140656
  nChanged 6
		SP:Iteration 47Q (185881.240000 sec): 3 clusters
  Score: Raw -624132.929077 + Penalty 2800.772730 = -621332.156346
  nChanged 3
		SP:Iteration 48Q (185881.330000 sec): 3 clusters
  Score: Raw -624133.574844 + Penalty 2800.772730 = -621332.802114
  nChanged 2
		SP:Iteration 49Q (185881.420000 sec): 3 clusters
  Score: Raw -624133.993336 + Penalty 2800.772730 = -621333.220606
  nChanged 2
		SP:Iteration 50Q (185881.520000 sec): 3 clusters
  Score: Raw -624134.367469 + Penalty 2800.772730 = -621333.594739
  nChanged 1
		SP:Iteration 51Q (185881.610000 sec): 3 clusters
  Score: Raw -624134.581950 + Penalty 2800.772730 = -621333.809220
  nChanged 1
		SP:Iteration 52Q (185881.700000 sec): 3 clusters
  Score: Raw -624134.942667 + Penalty 2800.772730 = -621334.169937
  nChanged 1
		SP:Iteration 53Q (185881.800000 sec): 3 clusters
  Score: Raw -624135.166893 + Penalty 2800.772730 = -621334.394163
  nChanged 1
		SP:Iteration 54Q (185881.890000 sec): 3 clusters
  Score: Raw -624135.299867 + Penalty 2800.772730 = -621334.527137
  nChanged 2
		SP:Iteration 55Q (185881.980000 sec): 3 clusters
  Score: Raw -624135.804065 + Penalty 2800.772730 = -621335.031335
  nChanged 4
		SP:Iteration 56Q (185882.080000 sec): 3 clusters
  Score: Raw -624137.001029 + Penalty 2800.772730 = -621336.228299
  nChanged 8
		SP:Iteration 57Q (185882.170000 sec): 3 clusters
  Score: Raw -624139.498755 + Penalty 2800.772730 = -621338.726025
  nChanged 10
		SP:Iteration 58Q (185882.260000 sec): 3 clusters
  Score: Raw -624143.977909 + Penalty 2800.772730 = -621343.205179
  nChanged 17
		SP:Iteration 59Q (185882.360000 sec): 3 clusters
  Score: Raw -624148.792457 + Penalty 2800.772730 = -621348.019727
  nChanged 10
		SP:Iteration 60F (185882.450000 sec): 3 clusters
  Score: Raw -624151.329981 + Penalty 2800.772730 = -621350.557251
  nChanged 6
		SP:Iteration 61Q (185882.540000 sec): 3 clusters
  Score: Raw -624152.908605 + Penalty 2800.772730 = -621352.135875
  nChanged 6
		SP:Iteration 62Q (185882.640000 sec): 3 clusters
  Score: Raw -624154.094227 + Penalty 2800.772730 = -621353.321497
  nChanged 7
		SP:Iteration 63Q (185882.730000 sec): 3 clusters
  Score: Raw -624156.584679 + Penalty 2800.772730 = -621355.811949
  nChanged 7
		SP:Iteration 64Q (185882.820000 sec): 3 clusters
  Score: Raw -624158.852675 + Penalty 2800.772730 = -621358.079945
  nChanged 6
		SP:Iteration 65Q (185882.920000 sec): 3 clusters
  Score: Raw -624161.321632 + Penalty 2800.772730 = -621360.548902
  nChanged 7
		SP:Iteration 66Q (185883.010000 sec): 3 clusters
  Score: Raw -624163.902360 + Penalty 2800.772730 = -621363.129630
  nChanged 8
		SP:Iteration 67Q (185883.100000 sec): 3 clusters
  Score: Raw -624165.927056 + Penalty 2800.772730 = -621365.154326
  nChanged 3
		SP:Iteration 68Q (185883.190000 sec): 3 clusters
  Score: Raw -624166.402329 + Penalty 2800.772730 = -621365.629599
  nChanged 2
		SP:Iteration 69Q (185883.280000 sec): 3 clusters
  Score: Raw -624166.905412 + Penalty 2800.772730 = -621366.132682
  nChanged 5
		SP:Iteration 70Q (185883.380000 sec): 3 clusters
  Score: Raw -624168.178408 + Penalty 2800.772730 = -621367.405678
  nChanged 5
		SP:Iteration 71Q (185883.470000 sec): 3 clusters
  Score: Raw -624169.181451 + Penalty 2800.772730 = -621368.408721
  nChanged 4
		SP:Iteration 72Q (185883.560000 sec): 3 clusters
  Score: Raw -624170.436575 + Penalty 2800.772730 = -621369.663845
  nChanged 2
		SP:Iteration 73Q (185883.660000 sec): 3 clusters
  Score: Raw -624170.883045 + Penalty 2800.772730 = -621370.110315
  nChanged 1
		SP:Iteration 74Q (185883.760000 sec): 3 clusters
  Score: Raw -624171.062880 + Penalty 2800.772730 = -621370.290150
  nChanged 3
		SP:Iteration 75Q (185883.850000 sec): 3 clusters
  Score: Raw -624172.234700 + Penalty 2800.772730 = -621371.461970
  nChanged 2
		SP:Iteration 76Q (185883.940000 sec): 3 clusters
  Score: Raw -624172.834814 + Penalty 2800.772730 = -621372.062083
  nChanged 1
		SP:Iteration 77Q (185884.030000 sec): 3 clusters
  Score: Raw -624173.398310 + Penalty 2800.772730 = -621372.625580
  nChanged 2
		SP:Iteration 78Q (185884.120000 sec): 3 clusters
  Score: Raw -624174.051786 + Penalty 2800.772730 = -621373.279056
  nChanged 3
		SP:Iteration 79Q (185884.220000 sec): 3 clusters
  Score: Raw -624175.474064 + Penalty 2800.772730 = -621374.701334
  nChanged 3
		SP:Iteration 80F (185884.320000 sec): 3 clusters
  Score: Raw -624176.191678 + Penalty 2800.772730 = -621375.418948
  nChanged 5
		SP:Iteration 81Q (185884.410000 sec): 3 clusters
  Score: Raw -624178.637723 + Penalty 2800.772730 = -621377.864993
  nChanged 7
		SP:Iteration 82Q (185884.500000 sec): 3 clusters
  Score: Raw -624180.578007 + Penalty 2800.772730 = -621379.805277
  nChanged 3
		SP:Iteration 83Q (185884.600000 sec): 3 clusters
  Score: Raw -624181.942570 + Penalty 2800.772730 = -621381.169840
  nChanged 5
		SP:Iteration 84Q (185884.690000 sec): 3 clusters
  Score: Raw -624183.348335 + Penalty 2800.772730 = -621382.575605
  nChanged 2
		SP:Iteration 85Q (185884.780000 sec): 3 clusters
  Score: Raw -624183.784166 + Penalty 2800.772730 = -621383.011436
  nChanged 2
		SP:Iteration 86Q (185884.880000 sec): 3 clusters
  Score: Raw -624184.359713 + Penalty 2800.772730 = -621383.586983
  nChanged 0
		SP:Iteration 87F (185884.970000 sec): 3 clusters
  Score: Raw -624184.359713 + Penalty 2800.772730 = -621383.586983
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 37 (834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185885.030000 sec): 2 clusters
  Score: Raw -85285.699632 + Penalty 1093.012928 = -84192.686704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185885.050000 sec): 3 clusters
  Score: Raw -85143.959271 + Penalty 2186.025856 = -82957.933415
  nChanged 256
		SP:Iteration 1F (185885.060000 sec): 3 clusters
  Score: Raw -85505.026278 + Penalty 2186.025856 = -83319.000422
  nChanged 93
		SP:Iteration 2F (185885.080000 sec): 3 clusters
  Score: Raw -85647.315920 + Penalty 2186.025856 = -83461.290064
  nChanged 45
		SP:Iteration 3F (185885.100000 sec): 3 clusters
  Score: Raw -85719.723272 + Penalty 2186.025856 = -83533.697416
  nChanged 24
		SP:Iteration 4Q (185885.110000 sec): 3 clusters
  Score: Raw -85761.869146 + Penalty 2186.025856 = -83575.843290
  nChanged 14
		SP:Iteration 5Q (185885.130000 sec): 3 clusters
  Score: Raw -85792.451401 + Penalty 2186.025856 = -83606.425545
  nChanged 18
		SP:Iteration 6Q (185885.140000 sec): 3 clusters
  Score: Raw -85817.321685 + Penalty 2186.025856 = -83631.295829
  nChanged 4
		SP:Iteration 7Q (185885.160000 sec): 3 clusters
  Score: Raw -85823.836631 + Penalty 2186.025856 = -83637.810775
  nChanged 3
		SP:Iteration 8Q (185885.180000 sec): 3 clusters
  Score: Raw -85826.375260 + Penalty 2186.025856 = -83640.349404
  nChanged 5
		SP:Iteration 9Q (185885.190000 sec): 3 clusters
  Score: Raw -85831.037126 + Penalty 2186.025856 = -83645.011270
  nChanged 3
		SP:Iteration 10Q (185885.200000 sec): 3 clusters
  Score: Raw -85840.007783 + Penalty 2186.025856 = -83653.981928
  nChanged 7
		SP:Iteration 11Q (185885.220000 sec): 3 clusters
  Score: Raw -85853.422678 + Penalty 2186.025856 = -83667.396822
  nChanged 7
		SP:Iteration 12Q (185885.230000 sec): 3 clusters
  Score: Raw -85865.997400 + Penalty 2186.025856 = -83679.971545
  nChanged 3
		SP:Iteration 13Q (185885.250000 sec): 3 clusters
  Score: Raw -85872.110896 + Penalty 2186.025856 = -83686.085041
  nChanged 5
		SP:Iteration 14Q (185885.260000 sec): 3 clusters
  Score: Raw -85878.804934 + Penalty 2186.025856 = -83692.779078
  nChanged 6
		SP:Iteration 15Q (185885.280000 sec): 3 clusters
  Score: Raw -85886.586887 + Penalty 2186.025856 = -83700.561031
  nChanged 6
		SP:Iteration 16Q (185885.300000 sec): 3 clusters
  Score: Raw -85892.104953 + Penalty 2186.025856 = -83706.079097
  nChanged 2
		SP:Iteration 17Q (185885.310000 sec): 3 clusters
  Score: Raw -85894.439749 + Penalty 2186.025856 = -83708.413893
  nChanged 2
		SP:Iteration 18Q (185885.330000 sec): 3 clusters
  Score: Raw -85896.902919 + Penalty 2186.025856 = -83710.877063
  nChanged 2
		SP:Iteration 19Q (185885.340000 sec): 3 clusters
  Score: Raw -85899.759328 + Penalty 2186.025856 = -83713.733472
  nChanged 0
		SP:Iteration 20F (185885.360000 sec): 3 clusters
  Score: Raw -85899.887627 + Penalty 2186.025856 = -83713.861771
  nChanged 1
		SP:Iteration 21Q (185885.380000 sec): 3 clusters
  Score: Raw -85903.651289 + Penalty 2186.025856 = -83717.625433
  nChanged 1
		SP:Iteration 22Q (185885.390000 sec): 3 clusters
  Score: Raw -85904.463750 + Penalty 2186.025856 = -83718.437895
  nChanged 0
		SP:Iteration 23F (185885.400000 sec): 3 clusters
  Score: Raw -85904.463750 + Penalty 2186.025856 = -83718.437895
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 38 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185885.460000 sec): 2 clusters
  Score: Raw -60741.999083 + Penalty 1012.133038 = -59729.866045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185885.470000 sec): 3 clusters
  Score: Raw -60679.711193 + Penalty 2024.266076 = -58655.445117
  nChanged 110
		SP:Iteration 1F (185885.480000 sec): 3 clusters
  Score: Raw -60821.536979 + Penalty 2024.266076 = -58797.270903
  nChanged 22
		SP:Iteration 2Q (185885.500000 sec): 3 clusters
  Score: Raw -60847.834177 + Penalty 2024.266076 = -58823.568101
  nChanged 13
		SP:Iteration 3Q (185885.500000 sec): 3 clusters
  Score: Raw -60876.571402 + Penalty 2024.266076 = -58852.305326
  nChanged 8
		SP:Iteration 4Q (185885.520000 sec): 3 clusters
  Score: Raw -60895.789024 + Penalty 2024.266076 = -58871.522948
  nChanged 10
		SP:Iteration 5Q (185885.520000 sec): 3 clusters
  Score: Raw -60913.391991 + Penalty 2024.266076 = -58889.125915
  nChanged 6
		SP:Iteration 6Q (185885.540000 sec): 3 clusters
  Score: Raw -60918.979489 + Penalty 2024.266076 = -58894.713413
  nChanged 2
		SP:Iteration 7Q (185885.540000 sec): 3 clusters
  Score: Raw -60919.585674 + Penalty 2024.266076 = -58895.319598
  nChanged 1
		SP:Iteration 8Q (185885.560000 sec): 3 clusters
  Score: Raw -60920.416648 + Penalty 2024.266076 = -58896.150572
  nChanged 0
		SP:Iteration 9F (185885.570000 sec): 3 clusters
  Score: Raw -60920.416648 + Penalty 2024.266076 = -58896.150572
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 39 (15501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185885.720000 sec): 2 clusters
  Score: Raw -1768126.922853 + Penalty 1567.907220 = -1766559.015632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185885.950000 sec): 3 clusters
  Score: Raw -1758872.331150 + Penalty 3135.814441 = -1755736.516710
  nChanged 6995
		SP:Iteration 1F (185886.190000 sec): 3 clusters
  Score: Raw -1762933.541460 + Penalty 3135.814441 = -1759797.727019
  nChanged 987
		SP:Iteration 2F (185886.440000 sec): 3 clusters
  Score: Raw -1763458.944239 + Penalty 3135.814441 = -1760323.129798
  nChanged 939
		SP:Iteration 3F (185886.640000 sec): 3 clusters
  Score: Raw -1764020.438255 + Penalty 3135.814441 = -1760884.623815
  nChanged 995
		SP:Iteration 4F (185886.840000 sec): 3 clusters
  Score: Raw -1764647.125947 + Penalty 3135.814441 = -1761511.311506
  nChanged 967
		SP:Iteration 5F (185887.020000 sec): 3 clusters
  Score: Raw -1765320.284794 + Penalty 3135.814441 = -1762184.470354
  nChanged 883
		SP:Iteration 6F (185887.230000 sec): 3 clusters
  Score: Raw -1765992.523222 + Penalty 3135.814441 = -1762856.708781
  nChanged 860
		SP:Iteration 7F (185887.410000 sec): 3 clusters
  Score: Raw -1766713.373551 + Penalty 3135.814441 = -1763577.559111
  nChanged 790
		SP:Iteration 8F (185887.610000 sec): 3 clusters
  Score: Raw -1767341.494155 + Penalty 3135.814441 = -1764205.679714
  nChanged 624
		SP:Iteration 9Q (185887.790000 sec): 3 clusters
  Score: Raw -1767815.821837 + Penalty 3135.814441 = -1764680.007396
  nChanged 489
		SP:Iteration 10Q (185887.990000 sec): 3 clusters
  Score: Raw -1768103.225433 + Penalty 3135.814441 = -1764967.410993
  nChanged 360
		SP:Iteration 11Q (185888.180000 sec): 3 clusters
  Score: Raw -1768280.645402 + Penalty 3135.814441 = -1765144.830961
  nChanged 297
		SP:Iteration 12Q (185888.370000 sec): 3 clusters
  Score: Raw -1768404.448248 + Penalty 3135.814441 = -1765268.633807
  nChanged 225
		SP:Iteration 13Q (185888.560000 sec): 3 clusters
  Score: Raw -1768481.046187 + Penalty 3135.814441 = -1765345.231746
  nChanged 179
		SP:Iteration 14Q (185888.760000 sec): 3 clusters
  Score: Raw -1768540.078377 + Penalty 3135.814441 = -1765404.263936
  nChanged 149
		SP:Iteration 15Q (185888.950000 sec): 3 clusters
  Score: Raw -1768578.758151 + Penalty 3135.814441 = -1765442.943711
  nChanged 122
		SP:Iteration 16Q (185889.150000 sec): 3 clusters
  Score: Raw -1768607.553601 + Penalty 3135.814441 = -1765471.739160
  nChanged 93
		SP:Iteration 17Q (185889.330000 sec): 3 clusters
  Score: Raw -1768627.533092 + Penalty 3135.814441 = -1765491.718651
  nChanged 80
		SP:Iteration 18Q (185889.530000 sec): 3 clusters
  Score: Raw -1768643.248271 + Penalty 3135.814441 = -1765507.433831
  nChanged 83
		SP:Iteration 19Q (185889.720000 sec): 3 clusters
  Score: Raw -1768659.232068 + Penalty 3135.814441 = -1765523.417627
  nChanged 82
		SP:Iteration 20F (185889.930000 sec): 3 clusters
  Score: Raw -1768673.446668 + Penalty 3135.814441 = -1765537.632227
  nChanged 71
		SP:Iteration 21Q (185890.100000 sec): 3 clusters
  Score: Raw -1768682.295029 + Penalty 3135.814441 = -1765546.480589
  nChanged 42
		SP:Iteration 22Q (185890.300000 sec): 3 clusters
  Score: Raw -1768686.834251 + Penalty 3135.814441 = -1765551.019810
  nChanged 36
		SP:Iteration 23Q (185890.490000 sec): 3 clusters
  Score: Raw -1768691.145342 + Penalty 3135.814441 = -1765555.330901
  nChanged 39
		SP:Iteration 24Q (185890.690000 sec): 3 clusters
  Score: Raw -1768695.928727 + Penalty 3135.814441 = -1765560.114287
  nChanged 39
		SP:Iteration 25Q (185890.880000 sec): 3 clusters
  Score: Raw -1768701.202761 + Penalty 3135.814441 = -1765565.388321
  nChanged 49
		SP:Iteration 26Q (185891.060000 sec): 3 clusters
  Score: Raw -1768707.604910 + Penalty 3135.814441 = -1765571.790469
  nChanged 43
		SP:Iteration 27Q (185891.250000 sec): 3 clusters
  Score: Raw -1768714.037594 + Penalty 3135.814441 = -1765578.223153
  nChanged 46
		SP:Iteration 28Q (185891.450000 sec): 3 clusters
  Score: Raw -1768720.714713 + Penalty 3135.814441 = -1765584.900273
  nChanged 45
		SP:Iteration 29Q (185891.640000 sec): 3 clusters
  Score: Raw -1768726.914881 + Penalty 3135.814441 = -1765591.100440
  nChanged 40
		SP:Iteration 30Q (185891.840000 sec): 3 clusters
  Score: Raw -1768732.577512 + Penalty 3135.814441 = -1765596.763072
  nChanged 37
		SP:Iteration 31Q (185892.040000 sec): 3 clusters
  Score: Raw -1768737.317299 + Penalty 3135.814441 = -1765601.502859
  nChanged 25
		SP:Iteration 32Q (185892.230000 sec): 3 clusters
  Score: Raw -1768739.967940 + Penalty 3135.814441 = -1765604.153499
  nChanged 22
		SP:Iteration 33Q (185892.420000 sec): 3 clusters
  Score: Raw -1768742.198290 + Penalty 3135.814441 = -1765606.383850
  nChanged 13
		SP:Iteration 34Q (185892.600000 sec): 3 clusters
  Score: Raw -1768744.116043 + Penalty 3135.814441 = -1765608.301602
  nChanged 19
		SP:Iteration 35Q (185892.800000 sec): 3 clusters
  Score: Raw -1768746.123464 + Penalty 3135.814441 = -1765610.309024
  nChanged 14
		SP:Iteration 36Q (185892.990000 sec): 3 clusters
  Score: Raw -1768747.264007 + Penalty 3135.814441 = -1765611.449567
  nChanged 10
		SP:Iteration 37Q (185893.180000 sec): 3 clusters
  Score: Raw -1768747.842745 + Penalty 3135.814441 = -1765612.028305
  nChanged 9
		SP:Iteration 38Q (185893.380000 sec): 3 clusters
  Score: Raw -1768748.692474 + Penalty 3135.814441 = -1765612.878033
  nChanged 8
		SP:Iteration 39Q (185893.580000 sec): 3 clusters
  Score: Raw -1768749.416308 + Penalty 3135.814441 = -1765613.601868
  nChanged 12
		SP:Iteration 40F (185893.780000 sec): 3 clusters
  Score: Raw -1768750.490232 + Penalty 3135.814441 = -1765614.675791
  nChanged 13
		SP:Iteration 41Q (185893.960000 sec): 3 clusters
  Score: Raw -1768751.773671 + Penalty 3135.814441 = -1765615.959230
  nChanged 14
		SP:Iteration 42Q (185894.150000 sec): 3 clusters
  Score: Raw -1768752.701991 + Penalty 3135.814441 = -1765616.887551
  nChanged 8
		SP:Iteration 43Q (185894.340000 sec): 3 clusters
  Score: Raw -1768753.657995 + Penalty 3135.814441 = -1765617.843554
  nChanged 11
		SP:Iteration 44Q (185894.530000 sec): 3 clusters
  Score: Raw -1768754.683853 + Penalty 3135.814441 = -1765618.869413
  nChanged 9
		SP:Iteration 45Q (185894.730000 sec): 3 clusters
  Score: Raw -1768755.233130 + Penalty 3135.814441 = -1765619.418690
  nChanged 9
		SP:Iteration 46Q (185894.920000 sec): 3 clusters
  Score: Raw -1768755.862577 + Penalty 3135.814441 = -1765620.048136
  nChanged 8
		SP:Iteration 47Q (185895.120000 sec): 3 clusters
  Score: Raw -1768756.308548 + Penalty 3135.814441 = -1765620.494107
  nChanged 10
		SP:Iteration 48Q (185895.310000 sec): 3 clusters
  Score: Raw -1768757.358268 + Penalty 3135.814441 = -1765621.543828
  nChanged 12
		SP:Iteration 49Q (185895.500000 sec): 3 clusters
  Score: Raw -1768758.340814 + Penalty 3135.814441 = -1765622.526373
  nChanged 11
		SP:Iteration 50Q (185895.700000 sec): 3 clusters
  Score: Raw -1768759.530811 + Penalty 3135.814441 = -1765623.716370
  nChanged 10
		SP:Iteration 51Q (185895.900000 sec): 3 clusters
  Score: Raw -1768760.653233 + Penalty 3135.814441 = -1765624.838792
  nChanged 12
		SP:Iteration 52Q (185896.090000 sec): 3 clusters
  Score: Raw -1768761.451742 + Penalty 3135.814441 = -1765625.637301
  nChanged 4
		SP:Iteration 53Q (185896.280000 sec): 3 clusters
  Score: Raw -1768761.880519 + Penalty 3135.814441 = -1765626.066078
  nChanged 6
		SP:Iteration 54Q (185896.470000 sec): 3 clusters
  Score: Raw -1768762.315606 + Penalty 3135.814441 = -1765626.501165
  nChanged 4
		SP:Iteration 55Q (185896.660000 sec): 3 clusters
  Score: Raw -1768762.463540 + Penalty 3135.814441 = -1765626.649099
  nChanged 3
		SP:Iteration 56Q (185896.860000 sec): 3 clusters
  Score: Raw -1768762.583454 + Penalty 3135.814441 = -1765626.769014
  nChanged 2
		SP:Iteration 57Q (185897.060000 sec): 3 clusters
  Score: Raw -1768762.828698 + Penalty 3135.814441 = -1765627.014258
  nChanged 5
		SP:Iteration 58Q (185897.240000 sec): 3 clusters
  Score: Raw -1768763.033485 + Penalty 3135.814441 = -1765627.219045
  nChanged 1
		SP:Iteration 59Q (185897.440000 sec): 3 clusters
  Score: Raw -1768763.123225 + Penalty 3135.814441 = -1765627.308785
  nChanged 1
		SP:Iteration 60F (185897.640000 sec): 3 clusters
  Score: Raw -1768763.166103 + Penalty 3135.814441 = -1765627.351662
  nChanged 2
		SP:Iteration 61Q (185897.810000 sec): 3 clusters
  Score: Raw -1768763.251597 + Penalty 3135.814441 = -1765627.437156
  nChanged 4
		SP:Iteration 62Q (185898.010000 sec): 3 clusters
  Score: Raw -1768763.487440 + Penalty 3135.814441 = -1765627.673000
  nChanged 3
		SP:Iteration 63Q (185898.200000 sec): 3 clusters
  Score: Raw -1768763.695786 + Penalty 3135.814441 = -1765627.881345
  nChanged 1
		SP:Iteration 64Q (185898.400000 sec): 3 clusters
  Score: Raw -1768763.848539 + Penalty 3135.814441 = -1765628.034098
  nChanged 1
		SP:Iteration 65Q (185898.600000 sec): 3 clusters
  Score: Raw -1768763.882553 + Penalty 3135.814441 = -1765628.068113
  nChanged 1
		SP:Iteration 66Q (185898.790000 sec): 3 clusters
  Score: Raw -1768763.991898 + Penalty 3135.814441 = -1765628.177458
  nChanged 2
		SP:Iteration 67Q (185898.980000 sec): 3 clusters
  Score: Raw -1768764.018380 + Penalty 3135.814441 = -1765628.203939
  nChanged 0
		SP:Iteration 68F (185899.170000 sec): 3 clusters
  Score: Raw -1768764.018380 + Penalty 3135.814441 = -1765628.203939
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 40 (9407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185899.290000 sec): 2 clusters
  Score: Raw -1140434.317382 + Penalty 1486.746523 = -1138947.570859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185899.460000 sec): 3 clusters
  Score: Raw -1135169.013559 + Penalty 2973.493046 = -1132195.520513
  nChanged 4004
		SP:Iteration 1F (185899.580000 sec): 3 clusters
  Score: Raw -1137401.711152 + Penalty 2973.493046 = -1134428.218106
  nChanged 579
		SP:Iteration 2F (185899.710000 sec): 3 clusters
  Score: Raw -1137724.041190 + Penalty 2973.493046 = -1134750.548144
  nChanged 544
		SP:Iteration 3F (185899.840000 sec): 3 clusters
  Score: Raw -1138037.603212 + Penalty 2973.493046 = -1135064.110166
  nChanged 498
		SP:Iteration 4F (185900.010000 sec): 3 clusters
  Score: Raw -1138321.262963 + Penalty 2973.493046 = -1135347.769917
  nChanged 480
		SP:Iteration 5F (185900.180000 sec): 3 clusters
  Score: Raw -1138614.132539 + Penalty 2973.493046 = -1135640.639493
  nChanged 469
		SP:Iteration 6Q (185900.320000 sec): 3 clusters
  Score: Raw -1138889.810149 + Penalty 2973.493046 = -1135916.317103
  nChanged 425
		SP:Iteration 7Q (185900.440000 sec): 3 clusters
  Score: Raw -1139117.779411 + Penalty 2973.493046 = -1136144.286365
  nChanged 380
		SP:Iteration 8Q (185900.590000 sec): 3 clusters
  Score: Raw -1139298.781670 + Penalty 2973.493046 = -1136325.288624
  nChanged 324
		SP:Iteration 9Q (185900.720000 sec): 3 clusters
  Score: Raw -1139434.304923 + Penalty 2973.493046 = -1136460.811877
  nChanged 268
		SP:Iteration 10Q (185900.860000 sec): 3 clusters
  Score: Raw -1139544.087940 + Penalty 2973.493046 = -1136570.594894
  nChanged 221
		SP:Iteration 11Q (185901.000000 sec): 3 clusters
  Score: Raw -1139633.577159 + Penalty 2973.493046 = -1136660.084114
  nChanged 212
		SP:Iteration 12Q (185901.130000 sec): 3 clusters
  Score: Raw -1139729.631692 + Penalty 2973.493046 = -1136756.138646
  nChanged 209
		SP:Iteration 13Q (185901.260000 sec): 3 clusters
  Score: Raw -1139822.200948 + Penalty 2973.493046 = -1136848.707902
  nChanged 202
		SP:Iteration 14Q (185901.430000 sec): 3 clusters
  Score: Raw -1139926.729247 + Penalty 2973.493046 = -1136953.236201
  nChanged 226
		SP:Iteration 15Q (185901.590000 sec): 3 clusters
  Score: Raw -1140040.543308 + Penalty 2973.493046 = -1137067.050262
  nChanged 217
		SP:Iteration 16Q (185901.730000 sec): 3 clusters
  Score: Raw -1140147.669392 + Penalty 2973.493046 = -1137174.176346
  nChanged 213
		SP:Iteration 17Q (185901.850000 sec): 3 clusters
  Score: Raw -1140251.696328 + Penalty 2973.493046 = -1137278.203283
  nChanged 215
		SP:Iteration 18Q (185901.990000 sec): 3 clusters
  Score: Raw -1140357.835005 + Penalty 2973.493046 = -1137384.341959
  nChanged 202
		SP:Iteration 19Q (185902.130000 sec): 3 clusters
  Score: Raw -1140467.114645 + Penalty 2973.493046 = -1137493.621599
  nChanged 183
		SP:Iteration 20F (185902.280000 sec): 3 clusters
  Score: Raw -1140555.249765 + Penalty 2973.493046 = -1137581.756719
  nChanged 173
		SP:Iteration 21Q (185902.430000 sec): 3 clusters
  Score: Raw -1140652.281150 + Penalty 2973.493046 = -1137678.788104
  nChanged 171
		SP:Iteration 22Q (185902.550000 sec): 3 clusters
  Score: Raw -1140755.506899 + Penalty 2973.493046 = -1137782.013853
  nChanged 159
		SP:Iteration 23Q (185902.680000 sec): 3 clusters
  Score: Raw -1140844.934055 + Penalty 2973.493046 = -1137871.441009
  nChanged 153
		SP:Iteration 24Q (185902.810000 sec): 3 clusters
  Score: Raw -1140938.860890 + Penalty 2973.493046 = -1137965.367845
  nChanged 145
		SP:Iteration 25Q (185902.960000 sec): 3 clusters
  Score: Raw -1141018.334021 + Penalty 2973.493046 = -1138044.840975
  nChanged 115
		SP:Iteration 26Q (185903.120000 sec): 3 clusters
  Score: Raw -1141067.053241 + Penalty 2973.493046 = -1138093.560195
  nChanged 93
		SP:Iteration 27Q (185903.260000 sec): 3 clusters
  Score: Raw -1141098.711076 + Penalty 2973.493046 = -1138125.218030
  nChanged 83
		SP:Iteration 28Q (185903.390000 sec): 3 clusters
  Score: Raw -1141124.671148 + Penalty 2973.493046 = -1138151.178102
  nChanged 62
		SP:Iteration 29Q (185903.510000 sec): 3 clusters
  Score: Raw -1141143.817581 + Penalty 2973.493046 = -1138170.324535
  nChanged 50
		SP:Iteration 30Q (185903.640000 sec): 3 clusters
  Score: Raw -1141158.110375 + Penalty 2973.493046 = -1138184.617329
  nChanged 42
		SP:Iteration 31Q (185903.790000 sec): 3 clusters
  Score: Raw -1141166.922653 + Penalty 2973.493046 = -1138193.429608
  nChanged 32
		SP:Iteration 32Q (185903.950000 sec): 3 clusters
  Score: Raw -1141172.635875 + Penalty 2973.493046 = -1138199.142829
  nChanged 23
		SP:Iteration 33Q (185904.090000 sec): 3 clusters
  Score: Raw -1141177.270978 + Penalty 2973.493046 = -1138203.777932
  nChanged 18
		SP:Iteration 34Q (185904.230000 sec): 3 clusters
  Score: Raw -1141179.794802 + Penalty 2973.493046 = -1138206.301756
  nChanged 21
		SP:Iteration 35Q (185904.350000 sec): 3 clusters
  Score: Raw -1141183.175627 + Penalty 2973.493046 = -1138209.682581
  nChanged 19
		SP:Iteration 36Q (185904.480000 sec): 3 clusters
  Score: Raw -1141186.451335 + Penalty 2973.493046 = -1138212.958289
  nChanged 14
		SP:Iteration 37Q (185904.630000 sec): 3 clusters
  Score: Raw -1141188.206870 + Penalty 2973.493046 = -1138214.713824
  nChanged 7
		SP:Iteration 38Q (185904.790000 sec): 3 clusters
  Score: Raw -1141189.173094 + Penalty 2973.493046 = -1138215.680048
  nChanged 4
		SP:Iteration 39Q (185904.950000 sec): 3 clusters
  Score: Raw -1141189.846447 + Penalty 2973.493046 = -1138216.353401
  nChanged 8
		SP:Iteration 40F (185905.090000 sec): 3 clusters
  Score: Raw -1141190.837492 + Penalty 2973.493046 = -1138217.344446
  nChanged 5
		SP:Iteration 41Q (185905.210000 sec): 3 clusters
  Score: Raw -1141191.543341 + Penalty 2973.493046 = -1138218.050296
  nChanged 4
		SP:Iteration 42Q (185905.340000 sec): 3 clusters
  Score: Raw -1141191.958121 + Penalty 2973.493046 = -1138218.465075
  nChanged 0
		SP:Iteration 43F (185905.490000 sec): 3 clusters
  Score: Raw -1141191.958121 + Penalty 2973.493046 = -1138218.465075
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 41 (7488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185905.600000 sec): 2 clusters
  Score: Raw -896324.833042 + Penalty 1449.671765 = -894875.161276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185905.730000 sec): 3 clusters
  Score: Raw -892164.603784 + Penalty 2899.343531 = -889265.260253
  nChanged 3215
		SP:Iteration 1F (185905.840000 sec): 3 clusters
  Score: Raw -893944.890044 + Penalty 2899.343531 = -891045.546513
  nChanged 598
		SP:Iteration 2F (185905.950000 sec): 3 clusters
  Score: Raw -894353.365290 + Penalty 2899.343531 = -891454.021759
  nChanged 550
		SP:Iteration 3F (185906.070000 sec): 3 clusters
  Score: Raw -894781.447003 + Penalty 2899.343531 = -891882.103473
  nChanged 521
		SP:Iteration 4F (185906.180000 sec): 3 clusters
  Score: Raw -895204.378074 + Penalty 2899.343531 = -892305.034543
  nChanged 492
		SP:Iteration 5F (185906.300000 sec): 3 clusters
  Score: Raw -895580.793857 + Penalty 2899.343531 = -892681.450326
  nChanged 393
		SP:Iteration 6F (185906.420000 sec): 3 clusters
  Score: Raw -895830.532248 + Penalty 2899.343531 = -892931.188717
  nChanged 321
		SP:Iteration 7Q (185906.540000 sec): 3 clusters
  Score: Raw -896025.186515 + Penalty 2899.343531 = -893125.842984
  nChanged 258
		SP:Iteration 8Q (185906.670000 sec): 3 clusters
  Score: Raw -896153.079990 + Penalty 2899.343531 = -893253.736459
  nChanged 201
		SP:Iteration 9Q (185906.790000 sec): 3 clusters
  Score: Raw -896231.766030 + Penalty 2899.343531 = -893332.422499
  nChanged 144
		SP:Iteration 10Q (185906.920000 sec): 3 clusters
  Score: Raw -896280.494527 + Penalty 2899.343531 = -893381.150996
  nChanged 114
		SP:Iteration 11Q (185907.040000 sec): 3 clusters
  Score: Raw -896314.248512 + Penalty 2899.343531 = -893414.904981
  nChanged 82
		SP:Iteration 12Q (185907.160000 sec): 3 clusters
  Score: Raw -896337.598463 + Penalty 2899.343531 = -893438.254932
  nChanged 83
		SP:Iteration 13Q (185907.290000 sec): 3 clusters
  Score: Raw -896361.522545 + Penalty 2899.343531 = -893462.179014
  nChanged 87
		SP:Iteration 14Q (185907.410000 sec): 3 clusters
  Score: Raw -896393.012613 + Penalty 2899.343531 = -893493.669082
  nChanged 89
		SP:Iteration 15Q (185907.530000 sec): 3 clusters
  Score: Raw -896422.111533 + Penalty 2899.343531 = -893522.768002
  nChanged 88
		SP:Iteration 16Q (185907.660000 sec): 3 clusters
  Score: Raw -896445.614213 + Penalty 2899.343531 = -893546.270682
  nChanged 77
		SP:Iteration 17Q (185907.780000 sec): 3 clusters
  Score: Raw -896467.693493 + Penalty 2899.343531 = -893568.349962
  nChanged 86
		SP:Iteration 18Q (185907.900000 sec): 3 clusters
  Score: Raw -896493.326821 + Penalty 2899.343531 = -893593.983290
  nChanged 74
		SP:Iteration 19Q (185908.020000 sec): 3 clusters
  Score: Raw -896513.217349 + Penalty 2899.343531 = -893613.873818
  nChanged 76
		SP:Iteration 20F (185908.150000 sec): 3 clusters
  Score: Raw -896534.049889 + Penalty 2899.343531 = -893634.706358
  nChanged 74
		SP:Iteration 21Q (185908.270000 sec): 3 clusters
  Score: Raw -896556.261687 + Penalty 2899.343531 = -893656.918156
  nChanged 81
		SP:Iteration 22Q (185908.390000 sec): 3 clusters
  Score: Raw -896578.816086 + Penalty 2899.343531 = -893679.472556
  nChanged 89
		SP:Iteration 23Q (185908.510000 sec): 3 clusters
  Score: Raw -896608.524729 + Penalty 2899.343531 = -893709.181198
  nChanged 101
		SP:Iteration 24Q (185908.640000 sec): 3 clusters
  Score: Raw -896639.447682 + Penalty 2899.343531 = -893740.104151
  nChanged 104
		SP:Iteration 25Q (185908.760000 sec): 3 clusters
  Score: Raw -896678.128417 + Penalty 2899.343531 = -893778.784886
  nChanged 114
		SP:Iteration 26Q (185908.880000 sec): 3 clusters
  Score: Raw -896720.870476 + Penalty 2899.343531 = -893821.526945
  nChanged 96
		SP:Iteration 27Q (185909.000000 sec): 3 clusters
  Score: Raw -896757.240219 + Penalty 2899.343531 = -893857.896688
  nChanged 89
		SP:Iteration 28Q (185909.120000 sec): 3 clusters
  Score: Raw -896788.830631 + Penalty 2899.343531 = -893889.487100
  nChanged 97
		SP:Iteration 29Q (185909.240000 sec): 3 clusters
  Score: Raw -896826.905981 + Penalty 2899.343531 = -893927.562450
  nChanged 92
		SP:Iteration 30Q (185909.360000 sec): 3 clusters
  Score: Raw -896863.282933 + Penalty 2899.343531 = -893963.939402
  nChanged 87
		SP:Iteration 31Q (185909.480000 sec): 3 clusters
  Score: Raw -896894.428781 + Penalty 2899.343531 = -893995.085250
  nChanged 78
		SP:Iteration 32Q (185909.600000 sec): 3 clusters
  Score: Raw -896920.482977 + Penalty 2899.343531 = -894021.139446
  nChanged 70
		SP:Iteration 33Q (185909.720000 sec): 3 clusters
  Score: Raw -896943.434190 + Penalty 2899.343531 = -894044.090659
  nChanged 57
		SP:Iteration 34Q (185909.840000 sec): 3 clusters
  Score: Raw -896960.885495 + Penalty 2899.343531 = -894061.541965
  nChanged 50
		SP:Iteration 35Q (185909.960000 sec): 3 clusters
  Score: Raw -896976.611315 + Penalty 2899.343531 = -894077.267784
  nChanged 50
		SP:Iteration 36Q (185910.080000 sec): 3 clusters
  Score: Raw -896991.908747 + Penalty 2899.343531 = -894092.565216
  nChanged 50
		SP:Iteration 37Q (185910.200000 sec): 3 clusters
  Score: Raw -897005.897815 + Penalty 2899.343531 = -894106.554284
  nChanged 44
		SP:Iteration 38Q (185910.320000 sec): 3 clusters
  Score: Raw -897019.845758 + Penalty 2899.343531 = -894120.502227
  nChanged 57
		SP:Iteration 39Q (185910.440000 sec): 3 clusters
  Score: Raw -897038.861456 + Penalty 2899.343531 = -894139.517925
  nChanged 50
		SP:Iteration 40F (185910.560000 sec): 3 clusters
  Score: Raw -897054.432426 + Penalty 2899.343531 = -894155.088895
  nChanged 32
		SP:Iteration 41Q (185910.680000 sec): 3 clusters
  Score: Raw -897065.180587 + Penalty 2899.343531 = -894165.837056
  nChanged 26
		SP:Iteration 42Q (185910.810000 sec): 3 clusters
  Score: Raw -897072.299330 + Penalty 2899.343531 = -894172.955799
  nChanged 24
		SP:Iteration 43Q (185910.930000 sec): 3 clusters
  Score: Raw -897080.455934 + Penalty 2899.343531 = -894181.112403
  nChanged 24
		SP:Iteration 44Q (185911.050000 sec): 3 clusters
  Score: Raw -897086.958280 + Penalty 2899.343531 = -894187.614750
  nChanged 15
		SP:Iteration 45Q (185911.160000 sec): 3 clusters
  Score: Raw -897089.767080 + Penalty 2899.343531 = -894190.423549
  nChanged 6
		SP:Iteration 46Q (185911.280000 sec): 3 clusters
  Score: Raw -897090.793012 + Penalty 2899.343531 = -894191.449481
  nChanged 6
		SP:Iteration 47Q (185911.400000 sec): 3 clusters
  Score: Raw -897092.203397 + Penalty 2899.343531 = -894192.859866
  nChanged 8
		SP:Iteration 48Q (185911.520000 sec): 3 clusters
  Score: Raw -897093.863791 + Penalty 2899.343531 = -894194.520260
  nChanged 6
		SP:Iteration 49Q (185911.640000 sec): 3 clusters
  Score: Raw -897095.017329 + Penalty 2899.343531 = -894195.673798
  nChanged 5
		SP:Iteration 50Q (185911.760000 sec): 3 clusters
  Score: Raw -897096.159646 + Penalty 2899.343531 = -894196.816115
  nChanged 7
		SP:Iteration 51Q (185911.880000 sec): 3 clusters
  Score: Raw -897097.773600 + Penalty 2899.343531 = -894198.430069
  nChanged 7
		SP:Iteration 52Q (185912.000000 sec): 3 clusters
  Score: Raw -897099.203618 + Penalty 2899.343531 = -894199.860087
  nChanged 7
		SP:Iteration 53Q (185912.110000 sec): 3 clusters
  Score: Raw -897100.541447 + Penalty 2899.343531 = -894201.197916
  nChanged 3
		SP:Iteration 54Q (185912.230000 sec): 3 clusters
  Score: Raw -897101.142960 + Penalty 2899.343531 = -894201.799430
  nChanged 3
		SP:Iteration 55Q (185912.350000 sec): 3 clusters
  Score: Raw -897101.567991 + Penalty 2899.343531 = -894202.224460
  nChanged 1
		SP:Iteration 56Q (185912.470000 sec): 3 clusters
  Score: Raw -897101.731350 + Penalty 2899.343531 = -894202.387819
  nChanged 1
		SP:Iteration 57Q (185912.590000 sec): 3 clusters
  Score: Raw -897101.903134 + Penalty 2899.343531 = -894202.559603
  nChanged 2
		SP:Iteration 58Q (185912.710000 sec): 3 clusters
  Score: Raw -897102.221254 + Penalty 2899.343531 = -894202.877723
  nChanged 2
		SP:Iteration 59Q (185912.830000 sec): 3 clusters
  Score: Raw -897102.835923 + Penalty 2899.343531 = -894203.492392
  nChanged 3
		SP:Iteration 60F (185912.950000 sec): 3 clusters
  Score: Raw -897103.622169 + Penalty 2899.343531 = -894204.278638
  nChanged 5
		SP:Iteration 61Q (185913.070000 sec): 3 clusters
  Score: Raw -897104.584296 + Penalty 2899.343531 = -894205.240765
  nChanged 6
		SP:Iteration 62Q (185913.190000 sec): 3 clusters
  Score: Raw -897105.707340 + Penalty 2899.343531 = -894206.363809
  nChanged 3
		SP:Iteration 63Q (185913.310000 sec): 3 clusters
  Score: Raw -897106.210370 + Penalty 2899.343531 = -894206.866839
  nChanged 2
		SP:Iteration 64Q (185913.430000 sec): 3 clusters
  Score: Raw -897106.565865 + Penalty 2899.343531 = -894207.222334
  nChanged 4
		SP:Iteration 65Q (185913.550000 sec): 3 clusters
  Score: Raw -897107.226013 + Penalty 2899.343531 = -894207.882482
  nChanged 2
		SP:Iteration 66Q (185913.660000 sec): 3 clusters
  Score: Raw -897107.747033 + Penalty 2899.343531 = -894208.403502
  nChanged 6
		SP:Iteration 67Q (185913.780000 sec): 3 clusters
  Score: Raw -897108.935167 + Penalty 2899.343531 = -894209.591636
  nChanged 4
		SP:Iteration 68Q (185913.900000 sec): 3 clusters
  Score: Raw -897109.972629 + Penalty 2899.343531 = -894210.629098
  nChanged 3
		SP:Iteration 69Q (185914.020000 sec): 3 clusters
  Score: Raw -897110.466216 + Penalty 2899.343531 = -894211.122685
  nChanged 0
		SP:Iteration 70F (185914.140000 sec): 3 clusters
  Score: Raw -897110.466216 + Penalty 2899.343531 = -894211.122685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 42 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185914.210000 sec): 2 clusters
  Score: Raw -23368.779535 + Penalty 880.116315 = -22488.663220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185914.210000 sec): 3 clusters
  Score: Raw -23527.516981 + Penalty 1760.232631 = -21767.284350
  nChanged 39
		SP:Iteration 1F (185914.220000 sec): 3 clusters
  Score: Raw -23692.068320 + Penalty 1760.232631 = -21931.835689
  nChanged 17
		SP:Iteration 2F (185914.220000 sec): 3 clusters
  Score: Raw -23768.756041 + Penalty 1760.232631 = -22008.523410
  nChanged 7
		SP:Iteration 3Q (185914.230000 sec): 3 clusters
  Score: Raw -23809.404202 + Penalty 1760.232631 = -22049.171571
  nChanged 10
		SP:Iteration 4Q (185914.230000 sec): 3 clusters
  Score: Raw -23904.955941 + Penalty 1760.232631 = -22144.723310
  nChanged 5
		SP:Iteration 5Q (185914.240000 sec): 3 clusters
  Score: Raw -23920.633403 + Penalty 1760.232631 = -22160.400772
  nChanged 1
		SP:Iteration 6Q (185914.250000 sec): 3 clusters
  Score: Raw -23925.245216 + Penalty 1760.232631 = -22165.012586
  nChanged 1
		SP:Iteration 7Q (185914.250000 sec): 3 clusters
  Score: Raw -23928.603459 + Penalty 1760.232631 = -22168.370829
  nChanged 1
		SP:Iteration 8Q (185914.250000 sec): 3 clusters
  Score: Raw -23931.691251 + Penalty 1760.232631 = -22171.458621
  nChanged 0
		SP:Iteration 9F (185914.260000 sec): 3 clusters
  Score: Raw -23931.691251 + Penalty 1760.232631 = -22171.458621
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 43 (27092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185914.500000 sec): 2 clusters
  Score: Raw -3039492.319669 + Penalty 1658.636486 = -3037833.683183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185914.810000 sec): 3 clusters
  Score: Raw -3022968.589294 + Penalty 3317.272972 = -3019651.316321
  nChanged 12317
		SP:Iteration 1F (185915.130000 sec): 3 clusters
  Score: Raw -3030065.662962 + Penalty 3317.272972 = -3026748.389990
  nChanged 1473
		SP:Iteration 2F (185915.410000 sec): 3 clusters
  Score: Raw -3030689.618768 + Penalty 3317.272972 = -3027372.345796
  nChanged 1487
		SP:Iteration 3F (185915.740000 sec): 3 clusters
  Score: Raw -3031424.237602 + Penalty 3317.272972 = -3028106.964630
  nChanged 1578
		SP:Iteration 4F (185916.020000 sec): 3 clusters
  Score: Raw -3032305.223175 + Penalty 3317.272972 = -3028987.950203
  nChanged 1565
		SP:Iteration 5F (185916.340000 sec): 3 clusters
  Score: Raw -3033320.195012 + Penalty 3317.272972 = -3030002.922040
  nChanged 1622
		SP:Iteration 6F (185916.620000 sec): 3 clusters
  Score: Raw -3034444.761093 + Penalty 3317.272972 = -3031127.488121
  nChanged 1575
		SP:Iteration 7F (185916.930000 sec): 3 clusters
  Score: Raw -3035620.560204 + Penalty 3317.272972 = -3032303.287232
  nChanged 1363
		SP:Iteration 8F (185917.240000 sec): 3 clusters
  Score: Raw -3036680.162656 + Penalty 3317.272972 = -3033362.889684
  nChanged 1091
		SP:Iteration 9Q (185917.560000 sec): 3 clusters
  Score: Raw -3037549.881668 + Penalty 3317.272972 = -3034232.608696
  nChanged 865
		SP:Iteration 10Q (185917.830000 sec): 3 clusters
  Score: Raw -3038197.457540 + Penalty 3317.272972 = -3034880.184568
  nChanged 643
		SP:Iteration 11Q (185918.130000 sec): 3 clusters
  Score: Raw -3038645.579555 + Penalty 3317.272972 = -3035328.306583
  nChanged 516
		SP:Iteration 12Q (185918.420000 sec): 3 clusters
  Score: Raw -3038992.196203 + Penalty 3317.272972 = -3035674.923231
  nChanged 417
		SP:Iteration 13Q (185918.680000 sec): 3 clusters
  Score: Raw -3039264.637310 + Penalty 3317.272972 = -3035947.364338
  nChanged 334
		SP:Iteration 14Q (185918.980000 sec): 3 clusters
  Score: Raw -3039477.540941 + Penalty 3317.272972 = -3036160.267969
  nChanged 259
		SP:Iteration 15Q (185919.240000 sec): 3 clusters
  Score: Raw -3039645.998089 + Penalty 3317.272972 = -3036328.725116
  nChanged 197
		SP:Iteration 16Q (185919.500000 sec): 3 clusters
  Score: Raw -3039763.342518 + Penalty 3317.272972 = -3036446.069546
  nChanged 177
		SP:Iteration 17Q (185919.800000 sec): 3 clusters
  Score: Raw -3039859.914493 + Penalty 3317.272972 = -3036542.641520
  nChanged 114
		SP:Iteration 18Q (185920.080000 sec): 3 clusters
  Score: Raw -3039916.495610 + Penalty 3317.272972 = -3036599.222638
  nChanged 90
		SP:Iteration 19Q (185920.340000 sec): 3 clusters
  Score: Raw -3039951.855519 + Penalty 3317.272972 = -3036634.582547
  nChanged 68
		SP:Iteration 20F (185920.660000 sec): 3 clusters
  Score: Raw -3039979.191611 + Penalty 3317.272972 = -3036661.918639
  nChanged 53
		SP:Iteration 21Q (185920.920000 sec): 3 clusters
  Score: Raw -3039998.460666 + Penalty 3317.272972 = -3036681.187693
  nChanged 47
		SP:Iteration 22Q (185921.170000 sec): 3 clusters
  Score: Raw -3040014.997934 + Penalty 3317.272972 = -3036697.724962
  nChanged 36
		SP:Iteration 23Q (185921.470000 sec): 3 clusters
  Score: Raw -3040027.132017 + Penalty 3317.272972 = -3036709.859044
  nChanged 27
		SP:Iteration 24Q (185921.750000 sec): 3 clusters
  Score: Raw -3040036.105602 + Penalty 3317.272972 = -3036718.832629
  nChanged 26
		SP:Iteration 25Q (185922.040000 sec): 3 clusters
  Score: Raw -3040045.216934 + Penalty 3317.272972 = -3036727.943962
  nChanged 31
		SP:Iteration 26Q (185922.320000 sec): 3 clusters
  Score: Raw -3040059.533950 + Penalty 3317.272972 = -3036742.260978
  nChanged 26
		SP:Iteration 27Q (185922.570000 sec): 3 clusters
  Score: Raw -3040070.292674 + Penalty 3317.272972 = -3036753.019702
  nChanged 23
		SP:Iteration 28Q (185922.830000 sec): 3 clusters
  Score: Raw -3040079.381406 + Penalty 3317.272972 = -3036762.108434
  nChanged 17
		SP:Iteration 29Q (185923.130000 sec): 3 clusters
  Score: Raw -3040085.578074 + Penalty 3317.272972 = -3036768.305102
  nChanged 13
		SP:Iteration 30Q (185923.410000 sec): 3 clusters
  Score: Raw -3040090.607161 + Penalty 3317.272972 = -3036773.334189
  nChanged 7
		SP:Iteration 31Q (185923.670000 sec): 3 clusters
  Score: Raw -3040093.346980 + Penalty 3317.272972 = -3036776.074008
  nChanged 9
		SP:Iteration 32Q (185923.970000 sec): 3 clusters
  Score: Raw -3040097.379984 + Penalty 3317.272972 = -3036780.107012
  nChanged 8
		SP:Iteration 33Q (185924.220000 sec): 3 clusters
  Score: Raw -3040100.344832 + Penalty 3317.272972 = -3036783.071860
  nChanged 6
		SP:Iteration 34Q (185924.470000 sec): 3 clusters
  Score: Raw -3040102.229520 + Penalty 3317.272972 = -3036784.956547
  nChanged 3
		SP:Iteration 35Q (185924.780000 sec): 3 clusters
  Score: Raw -3040103.350012 + Penalty 3317.272972 = -3036786.077040
  nChanged 1
		SP:Iteration 36Q (185925.060000 sec): 3 clusters
  Score: Raw -3040103.528649 + Penalty 3317.272972 = -3036786.255677
  nChanged 2
		SP:Iteration 37Q (185925.310000 sec): 3 clusters
  Score: Raw -3040103.829459 + Penalty 3317.272972 = -3036786.556486
  nChanged 0
		SP:Iteration 38F (185925.640000 sec): 3 clusters
  Score: Raw -3040103.829459 + Penalty 3317.272972 = -3036786.556486
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 44 (5689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185925.720000 sec): 2 clusters
  Score: Raw -684837.361417 + Penalty 1405.022087 = -683432.339330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185925.830000 sec): 3 clusters
  Score: Raw -681857.275660 + Penalty 2810.044174 = -679047.231487
  nChanged 2323
		SP:Iteration 1F (185925.930000 sec): 3 clusters
  Score: Raw -683197.912215 + Penalty 2810.044174 = -680387.868041
  nChanged 436
		SP:Iteration 2F (185926.030000 sec): 3 clusters
  Score: Raw -683461.612781 + Penalty 2810.044174 = -680651.568608
  nChanged 352
		SP:Iteration 3F (185926.130000 sec): 3 clusters
  Score: Raw -683679.012973 + Penalty 2810.044174 = -680868.968799
  nChanged 331
		SP:Iteration 4F (185926.220000 sec): 3 clusters
  Score: Raw -683900.412791 + Penalty 2810.044174 = -681090.368617
  nChanged 274
		SP:Iteration 5Q (185926.320000 sec): 3 clusters
  Score: Raw -684066.360838 + Penalty 2810.044174 = -681256.316664
  nChanged 246
		SP:Iteration 6Q (185926.420000 sec): 3 clusters
  Score: Raw -684231.124984 + Penalty 2810.044174 = -681421.080810
  nChanged 213
		SP:Iteration 7Q (185926.520000 sec): 3 clusters
  Score: Raw -684359.653988 + Penalty 2810.044174 = -681549.609815
  nChanged 197
		SP:Iteration 8Q (185926.620000 sec): 3 clusters
  Score: Raw -684488.038675 + Penalty 2810.044174 = -681677.994502
  nChanged 194
		SP:Iteration 9Q (185926.720000 sec): 3 clusters
  Score: Raw -684618.060143 + Penalty 2810.044174 = -681808.015969
  nChanged 159
		SP:Iteration 10Q (185926.820000 sec): 3 clusters
  Score: Raw -684727.162606 + Penalty 2810.044174 = -681917.118433
  nChanged 138
		SP:Iteration 11Q (185926.920000 sec): 3 clusters
  Score: Raw -684821.052823 + Penalty 2810.044174 = -682011.008650
  nChanged 111
		SP:Iteration 12Q (185927.020000 sec): 3 clusters
  Score: Raw -684884.311145 + Penalty 2810.044174 = -682074.266972
  nChanged 88
		SP:Iteration 13Q (185927.110000 sec): 3 clusters
  Score: Raw -684941.037089 + Penalty 2810.044174 = -682130.992915
  nChanged 66
		SP:Iteration 14Q (185927.210000 sec): 3 clusters
  Score: Raw -684974.876172 + Penalty 2810.044174 = -682164.831998
  nChanged 51
		SP:Iteration 15Q (185927.300000 sec): 3 clusters
  Score: Raw -684998.311676 + Penalty 2810.044174 = -682188.267502
  nChanged 47
		SP:Iteration 16Q (185927.400000 sec): 3 clusters
  Score: Raw -685030.080861 + Penalty 2810.044174 = -682220.036688
  nChanged 49
		SP:Iteration 17Q (185927.500000 sec): 3 clusters
  Score: Raw -685057.440943 + Penalty 2810.044174 = -682247.396770
  nChanged 48
		SP:Iteration 18Q (185927.600000 sec): 3 clusters
  Score: Raw -685084.417550 + Penalty 2810.044174 = -682274.373376
  nChanged 47
		SP:Iteration 19Q (185927.690000 sec): 3 clusters
  Score: Raw -685107.460421 + Penalty 2810.044174 = -682297.416248
  nChanged 32
		SP:Iteration 20F (185927.790000 sec): 3 clusters
  Score: Raw -685119.741684 + Penalty 2810.044174 = -682309.697511
  nChanged 24
		SP:Iteration 21Q (185927.890000 sec): 3 clusters
  Score: Raw -685130.010282 + Penalty 2810.044174 = -682319.966109
  nChanged 28
		SP:Iteration 22Q (185927.980000 sec): 3 clusters
  Score: Raw -685145.720723 + Penalty 2810.044174 = -682335.676549
  nChanged 25
		SP:Iteration 23Q (185928.080000 sec): 3 clusters
  Score: Raw -685157.808320 + Penalty 2810.044174 = -682347.764146
  nChanged 20
		SP:Iteration 24Q (185928.170000 sec): 3 clusters
  Score: Raw -685167.628916 + Penalty 2810.044174 = -682357.584742
  nChanged 19
		SP:Iteration 25Q (185928.270000 sec): 3 clusters
  Score: Raw -685175.098344 + Penalty 2810.044174 = -682365.054170
  nChanged 17
		SP:Iteration 26Q (185928.360000 sec): 3 clusters
  Score: Raw -685180.178617 + Penalty 2810.044174 = -682370.134443
  nChanged 10
		SP:Iteration 27Q (185928.460000 sec): 3 clusters
  Score: Raw -685186.220118 + Penalty 2810.044174 = -682376.175944
  nChanged 12
		SP:Iteration 28Q (185928.550000 sec): 3 clusters
  Score: Raw -685190.879412 + Penalty 2810.044174 = -682380.835238
  nChanged 12
		SP:Iteration 29Q (185928.650000 sec): 3 clusters
  Score: Raw -685195.345795 + Penalty 2810.044174 = -682385.301622
  nChanged 12
		SP:Iteration 30Q (185928.740000 sec): 3 clusters
  Score: Raw -685200.816013 + Penalty 2810.044174 = -682390.771840
  nChanged 12
		SP:Iteration 31Q (185928.840000 sec): 3 clusters
  Score: Raw -685204.897481 + Penalty 2810.044174 = -682394.853307
  nChanged 8
		SP:Iteration 32Q (185928.930000 sec): 3 clusters
  Score: Raw -685207.559266 + Penalty 2810.044174 = -682397.515092
  nChanged 8
		SP:Iteration 33Q (185929.030000 sec): 3 clusters
  Score: Raw -685211.870318 + Penalty 2810.044174 = -682401.826144
  nChanged 11
		SP:Iteration 34Q (185929.120000 sec): 3 clusters
  Score: Raw -685215.788481 + Penalty 2810.044174 = -682405.744308
  nChanged 8
		SP:Iteration 35Q (185929.210000 sec): 3 clusters
  Score: Raw -685219.873842 + Penalty 2810.044174 = -682409.829669
  nChanged 9
		SP:Iteration 36Q (185929.310000 sec): 3 clusters
  Score: Raw -685223.653979 + Penalty 2810.044174 = -682413.609805
  nChanged 11
		SP:Iteration 37Q (185929.400000 sec): 3 clusters
  Score: Raw -685228.655637 + Penalty 2810.044174 = -682418.611463
  nChanged 7
		SP:Iteration 38Q (185929.490000 sec): 3 clusters
  Score: Raw -685231.049653 + Penalty 2810.044174 = -682421.005479
  nChanged 6
		SP:Iteration 39Q (185929.590000 sec): 3 clusters
  Score: Raw -685233.796630 + Penalty 2810.044174 = -682423.752457
  nChanged 5
		SP:Iteration 40F (185929.680000 sec): 3 clusters
  Score: Raw -685234.853387 + Penalty 2810.044174 = -682424.809213
  nChanged 2
		SP:Iteration 41Q (185929.780000 sec): 3 clusters
  Score: Raw -685235.871474 + Penalty 2810.044174 = -682425.827300
  nChanged 3
		SP:Iteration 42Q (185929.870000 sec): 3 clusters
  Score: Raw -685236.992708 + Penalty 2810.044174 = -682426.948534
  nChanged 1
		SP:Iteration 43Q (185929.970000 sec): 3 clusters
  Score: Raw -685237.127863 + Penalty 2810.044174 = -682427.083690
  nChanged 0
		SP:Iteration 44F (185930.070000 sec): 3 clusters
  Score: Raw -685237.127863 + Penalty 2810.044174 = -682427.083690
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 45 (75 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185930.120000 sec): 2 clusters
  Score: Raw -7770.822095 + Penalty 701.591818 = -7069.230277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185930.120000 sec): 3 clusters
  Score: Raw -8066.281705 + Penalty 1403.183637 = -6663.098068
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 46 (14622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185930.280000 sec): 2 clusters
  Score: Raw -1758743.323564 + Penalty 1558.420910 = -1757184.902654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185930.470000 sec): 3 clusters
  Score: Raw -1750159.477135 + Penalty 3116.841820 = -1747042.635315
  nChanged 6518
		SP:Iteration 1F (185930.660000 sec): 3 clusters
  Score: Raw -1753788.279141 + Penalty 3116.841820 = -1750671.437321
  nChanged 838
		SP:Iteration 2F (185930.840000 sec): 3 clusters
  Score: Raw -1754143.562141 + Penalty 3116.841820 = -1751026.720321
  nChanged 790
		SP:Iteration 3F (185931.080000 sec): 3 clusters
  Score: Raw -1754530.354888 + Penalty 3116.841820 = -1751413.513068
  nChanged 845
		SP:Iteration 4F (185931.260000 sec): 3 clusters
  Score: Raw -1754992.181398 + Penalty 3116.841820 = -1751875.339578
  nChanged 866
		SP:Iteration 5F (185931.500000 sec): 3 clusters
  Score: Raw -1755478.355431 + Penalty 3116.841820 = -1752361.513611
  nChanged 836
		SP:Iteration 6F (185931.680000 sec): 3 clusters
  Score: Raw -1755950.817931 + Penalty 3116.841820 = -1752833.976111
  nChanged 778
		SP:Iteration 7F (185931.870000 sec): 3 clusters
  Score: Raw -1756401.546130 + Penalty 3116.841820 = -1753284.704310
  nChanged 720
		SP:Iteration 8Q (185932.100000 sec): 3 clusters
  Score: Raw -1756779.219371 + Penalty 3116.841820 = -1753662.377551
  nChanged 604
		SP:Iteration 9Q (185932.300000 sec): 3 clusters
  Score: Raw -1757089.386638 + Penalty 3116.841820 = -1753972.544818
  nChanged 516
		SP:Iteration 10Q (185932.480000 sec): 3 clusters
  Score: Raw -1757326.743231 + Penalty 3116.841820 = -1754209.901411
  nChanged 423
		SP:Iteration 11Q (185932.670000 sec): 3 clusters
  Score: Raw -1757515.480597 + Penalty 3116.841820 = -1754398.638777
  nChanged 369
		SP:Iteration 12Q (185932.900000 sec): 3 clusters
  Score: Raw -1757671.000849 + Penalty 3116.841820 = -1754554.159029
  nChanged 328
		SP:Iteration 13Q (185933.090000 sec): 3 clusters
  Score: Raw -1757812.117466 + Penalty 3116.841820 = -1754695.275646
  nChanged 316
		SP:Iteration 14Q (185933.330000 sec): 3 clusters
  Score: Raw -1757954.528869 + Penalty 3116.841820 = -1754837.687049
  nChanged 304
		SP:Iteration 15Q (185933.520000 sec): 3 clusters
  Score: Raw -1758081.769913 + Penalty 3116.841820 = -1754964.928093
  nChanged 273
		SP:Iteration 16Q (185933.710000 sec): 3 clusters
  Score: Raw -1758194.115736 + Penalty 3116.841820 = -1755077.273916
  nChanged 238
		SP:Iteration 17Q (185933.890000 sec): 3 clusters
  Score: Raw -1758293.277672 + Penalty 3116.841820 = -1755176.435852
  nChanged 220
		SP:Iteration 18Q (185934.130000 sec): 3 clusters
  Score: Raw -1758386.010331 + Penalty 3116.841820 = -1755269.168511
  nChanged 196
		SP:Iteration 19Q (185934.320000 sec): 3 clusters
  Score: Raw -1758474.341908 + Penalty 3116.841820 = -1755357.500088
  nChanged 174
		SP:Iteration 20F (185934.500000 sec): 3 clusters
  Score: Raw -1758547.656648 + Penalty 3116.841820 = -1755430.814828
  nChanged 142
		SP:Iteration 21Q (185934.740000 sec): 3 clusters
  Score: Raw -1758606.659085 + Penalty 3116.841820 = -1755489.817265
  nChanged 152
		SP:Iteration 22Q (185934.930000 sec): 3 clusters
  Score: Raw -1758679.923229 + Penalty 3116.841820 = -1755563.081410
  nChanged 151
		SP:Iteration 23Q (185935.120000 sec): 3 clusters
  Score: Raw -1758751.595563 + Penalty 3116.841820 = -1755634.753743
  nChanged 115
		SP:Iteration 24Q (185935.350000 sec): 3 clusters
  Score: Raw -1758802.535170 + Penalty 3116.841820 = -1755685.693350
  nChanged 98
		SP:Iteration 25Q (185935.530000 sec): 3 clusters
  Score: Raw -1758844.638846 + Penalty 3116.841820 = -1755727.797027
  nChanged 82
		SP:Iteration 26Q (185935.710000 sec): 3 clusters
  Score: Raw -1758877.224179 + Penalty 3116.841820 = -1755760.382359
  nChanged 70
		SP:Iteration 27Q (185935.940000 sec): 3 clusters
  Score: Raw -1758906.850890 + Penalty 3116.841820 = -1755790.009070
  nChanged 56
		SP:Iteration 28Q (185936.120000 sec): 3 clusters
  Score: Raw -1758933.008484 + Penalty 3116.841820 = -1755816.166664
  nChanged 42
		SP:Iteration 29Q (185936.340000 sec): 3 clusters
  Score: Raw -1758951.079329 + Penalty 3116.841820 = -1755834.237509
  nChanged 34
		SP:Iteration 30Q (185936.520000 sec): 3 clusters
  Score: Raw -1758962.737719 + Penalty 3116.841820 = -1755845.895899
  nChanged 28
		SP:Iteration 31Q (185936.740000 sec): 3 clusters
  Score: Raw -1758971.300508 + Penalty 3116.841820 = -1755854.458688
  nChanged 19
		SP:Iteration 32Q (185936.970000 sec): 3 clusters
  Score: Raw -1758977.729092 + Penalty 3116.841820 = -1755860.887272
  nChanged 19
		SP:Iteration 33Q (185937.150000 sec): 3 clusters
  Score: Raw -1758986.607969 + Penalty 3116.841820 = -1755869.766149
  nChanged 14
		SP:Iteration 34Q (185937.370000 sec): 3 clusters
  Score: Raw -1758991.050361 + Penalty 3116.841820 = -1755874.208541
  nChanged 17
		SP:Iteration 35Q (185937.590000 sec): 3 clusters
  Score: Raw -1758995.746632 + Penalty 3116.841820 = -1755878.904813
  nChanged 10
		SP:Iteration 36Q (185937.760000 sec): 3 clusters
  Score: Raw -1758999.650941 + Penalty 3116.841820 = -1755882.809121
  nChanged 10
		SP:Iteration 37Q (185937.990000 sec): 3 clusters
  Score: Raw -1759004.446392 + Penalty 3116.841820 = -1755887.604572
  nChanged 8
		SP:Iteration 38Q (185938.210000 sec): 3 clusters
  Score: Raw -1759007.280503 + Penalty 3116.841820 = -1755890.438683
  nChanged 7
		SP:Iteration 39Q (185938.390000 sec): 3 clusters
  Score: Raw -1759009.225727 + Penalty 3116.841820 = -1755892.383907
  nChanged 11
		SP:Iteration 40F (185938.620000 sec): 3 clusters
  Score: Raw -1759012.300231 + Penalty 3116.841820 = -1755895.458412
  nChanged 7
		SP:Iteration 41Q (185938.790000 sec): 3 clusters
  Score: Raw -1759014.433793 + Penalty 3116.841820 = -1755897.591973
  nChanged 7
		SP:Iteration 42Q (185939.010000 sec): 3 clusters
  Score: Raw -1759016.721311 + Penalty 3116.841820 = -1755899.879491
  nChanged 8
		SP:Iteration 43Q (185939.230000 sec): 3 clusters
  Score: Raw -1759019.341782 + Penalty 3116.841820 = -1755902.499962
  nChanged 11
		SP:Iteration 44Q (185939.450000 sec): 3 clusters
  Score: Raw -1759023.991962 + Penalty 3116.841820 = -1755907.150142
  nChanged 10
		SP:Iteration 45Q (185939.630000 sec): 3 clusters
  Score: Raw -1759026.390991 + Penalty 3116.841820 = -1755909.549171
  nChanged 3
		SP:Iteration 46Q (185939.860000 sec): 3 clusters
  Score: Raw -1759027.357986 + Penalty 3116.841820 = -1755910.516166
  nChanged 6
		SP:Iteration 47Q (185940.030000 sec): 3 clusters
  Score: Raw -1759028.603882 + Penalty 3116.841820 = -1755911.762063
  nChanged 3
		SP:Iteration 48Q (185940.260000 sec): 3 clusters
  Score: Raw -1759029.245126 + Penalty 3116.841820 = -1755912.403306
  nChanged 3
		SP:Iteration 49Q (185940.440000 sec): 3 clusters
  Score: Raw -1759029.969830 + Penalty 3116.841820 = -1755913.128010
  nChanged 0
		SP:Iteration 50F (185940.670000 sec): 3 clusters
  Score: Raw -1759029.969830 + Penalty 3116.841820 = -1755913.128010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 47 (8092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185940.770000 sec): 2 clusters
  Score: Raw -950529.653036 + Penalty 1462.277570 = -949067.375467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185940.940000 sec): 3 clusters
  Score: Raw -946091.747774 + Penalty 2924.555139 = -943167.192634
  nChanged 3433
		SP:Iteration 1F (185941.050000 sec): 3 clusters
  Score: Raw -947931.880073 + Penalty 2924.555139 = -945007.324933
  nChanged 511
		SP:Iteration 2F (185941.180000 sec): 3 clusters
  Score: Raw -948237.448206 + Penalty 2924.555139 = -945312.893066
  nChanged 514
		SP:Iteration 3F (185941.310000 sec): 3 clusters
  Score: Raw -948570.040009 + Penalty 2924.555139 = -945645.484870
  nChanged 527
		SP:Iteration 4F (185941.440000 sec): 3 clusters
  Score: Raw -948943.898728 + Penalty 2924.555139 = -946019.343588
  nChanged 538
		SP:Iteration 5F (185941.570000 sec): 3 clusters
  Score: Raw -949389.367658 + Penalty 2924.555139 = -946464.812518
  nChanged 521
		SP:Iteration 6F (185941.690000 sec): 3 clusters
  Score: Raw -949858.519516 + Penalty 2924.555139 = -946933.964376
  nChanged 485
		SP:Iteration 7F (185941.820000 sec): 3 clusters
  Score: Raw -950254.565619 + Penalty 2924.555139 = -947330.010479
  nChanged 390
		SP:Iteration 8Q (185941.950000 sec): 3 clusters
  Score: Raw -950560.747421 + Penalty 2924.555139 = -947636.192281
  nChanged 289
		SP:Iteration 9Q (185942.070000 sec): 3 clusters
  Score: Raw -950783.573001 + Penalty 2924.555139 = -947859.017862
  nChanged 218
		SP:Iteration 10Q (185942.200000 sec): 3 clusters
  Score: Raw -950956.625035 + Penalty 2924.555139 = -948032.069896
  nChanged 149
		SP:Iteration 11Q (185942.330000 sec): 3 clusters
  Score: Raw -951062.808838 + Penalty 2924.555139 = -948138.253698
  nChanged 102
		SP:Iteration 12Q (185942.460000 sec): 3 clusters
  Score: Raw -951114.505711 + Penalty 2924.555139 = -948189.950572
  nChanged 56
		SP:Iteration 13Q (185942.580000 sec): 3 clusters
  Score: Raw -951132.039419 + Penalty 2924.555139 = -948207.484279
  nChanged 33
		SP:Iteration 14Q (185942.710000 sec): 3 clusters
  Score: Raw -951139.711947 + Penalty 2924.555139 = -948215.156808
  nChanged 22
		SP:Iteration 15Q (185942.830000 sec): 3 clusters
  Score: Raw -951143.962461 + Penalty 2924.555139 = -948219.407322
  nChanged 14
		SP:Iteration 16Q (185942.960000 sec): 3 clusters
  Score: Raw -951147.001741 + Penalty 2924.555139 = -948222.446602
  nChanged 14
		SP:Iteration 17Q (185943.080000 sec): 3 clusters
  Score: Raw -951150.135328 + Penalty 2924.555139 = -948225.580189
  nChanged 9
		SP:Iteration 18Q (185943.200000 sec): 3 clusters
  Score: Raw -951151.819603 + Penalty 2924.555139 = -948227.264464
  nChanged 5
		SP:Iteration 19Q (185943.320000 sec): 3 clusters
  Score: Raw -951152.723969 + Penalty 2924.555139 = -948228.168830
  nChanged 8
		SP:Iteration 20F (185943.440000 sec): 3 clusters
  Score: Raw -951154.541366 + Penalty 2924.555139 = -948229.986226
  nChanged 7
		SP:Iteration 21Q (185943.560000 sec): 3 clusters
  Score: Raw -951156.507445 + Penalty 2924.555139 = -948231.952305
  nChanged 7
		SP:Iteration 22Q (185943.680000 sec): 3 clusters
  Score: Raw -951158.156224 + Penalty 2924.555139 = -948233.601085
  nChanged 8
		SP:Iteration 23Q (185943.800000 sec): 3 clusters
  Score: Raw -951159.709158 + Penalty 2924.555139 = -948235.154018
  nChanged 8
		SP:Iteration 24Q (185943.920000 sec): 3 clusters
  Score: Raw -951161.012941 + Penalty 2924.555139 = -948236.457802
  nChanged 6
		SP:Iteration 25Q (185944.050000 sec): 3 clusters
  Score: Raw -951162.153018 + Penalty 2924.555139 = -948237.597878
  nChanged 5
		SP:Iteration 26Q (185944.170000 sec): 3 clusters
  Score: Raw -951162.785189 + Penalty 2924.555139 = -948238.230050
  nChanged 5
		SP:Iteration 27Q (185944.280000 sec): 3 clusters
  Score: Raw -951163.548033 + Penalty 2924.555139 = -948238.992894
  nChanged 3
		SP:Iteration 28Q (185944.400000 sec): 3 clusters
  Score: Raw -951163.755061 + Penalty 2924.555139 = -948239.199921
  nChanged 0
		SP:Iteration 29F (185944.530000 sec): 3 clusters
  Score: Raw -951163.755061 + Penalty 2924.555139 = -948239.199921
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 48 (8083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185944.650000 sec): 2 clusters
  Score: Raw -939023.005906 + Penalty 1462.096735 = -937560.909171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185944.800000 sec): 3 clusters
  Score: Raw -934589.155852 + Penalty 2924.193470 = -931664.962382
  nChanged 3403
		SP:Iteration 1F (185944.920000 sec): 3 clusters
  Score: Raw -936368.499053 + Penalty 2924.193470 = -933444.305583
  nChanged 523
		SP:Iteration 2F (185945.050000 sec): 3 clusters
  Score: Raw -936632.664688 + Penalty 2924.193470 = -933708.471218
  nChanged 430
		SP:Iteration 3F (185945.180000 sec): 3 clusters
  Score: Raw -936873.310810 + Penalty 2924.193470 = -933949.117339
  nChanged 414
		SP:Iteration 4F (185945.300000 sec): 3 clusters
  Score: Raw -937105.037378 + Penalty 2924.193470 = -934180.843908
  nChanged 400
		SP:Iteration 5Q (185945.430000 sec): 3 clusters
  Score: Raw -937338.223780 + Penalty 2924.193470 = -934414.030310
  nChanged 394
		SP:Iteration 6Q (185945.560000 sec): 3 clusters
  Score: Raw -937603.208825 + Penalty 2924.193470 = -934679.015355
  nChanged 408
		SP:Iteration 7F (185945.680000 sec): 3 clusters
  Score: Raw -937888.821813 + Penalty 2924.193470 = -934964.628343
  nChanged 423
		SP:Iteration 8F (185945.800000 sec): 3 clusters
  Score: Raw -938148.966425 + Penalty 2924.193470 = -935224.772955
  nChanged 337
		SP:Iteration 9Q (185945.920000 sec): 3 clusters
  Score: Raw -938353.813205 + Penalty 2924.193470 = -935429.619735
  nChanged 325
		SP:Iteration 10Q (185946.040000 sec): 3 clusters
  Score: Raw -938545.252828 + Penalty 2924.193470 = -935621.059358
  nChanged 274
		SP:Iteration 11Q (185946.160000 sec): 3 clusters
  Score: Raw -938690.277949 + Penalty 2924.193470 = -935766.084479
  nChanged 227
		SP:Iteration 12Q (185946.280000 sec): 3 clusters
  Score: Raw -938812.659513 + Penalty 2924.193470 = -935888.466043
  nChanged 177
		SP:Iteration 13Q (185946.390000 sec): 3 clusters
  Score: Raw -938909.218782 + Penalty 2924.193470 = -935985.025311
  nChanged 160
		SP:Iteration 14Q (185946.580000 sec): 3 clusters
  Score: Raw -939013.199747 + Penalty 2924.193470 = -936089.006276
  nChanged 154
		SP:Iteration 15Q (185946.710000 sec): 3 clusters
  Score: Raw -939092.071035 + Penalty 2924.193470 = -936167.877565
  nChanged 106
		SP:Iteration 16Q (185946.830000 sec): 3 clusters
  Score: Raw -939136.717451 + Penalty 2924.193470 = -936212.523981
  nChanged 88
		SP:Iteration 17Q (185946.960000 sec): 3 clusters
  Score: Raw -939177.381591 + Penalty 2924.193470 = -936253.188121
  nChanged 83
		SP:Iteration 18Q (185947.080000 sec): 3 clusters
  Score: Raw -939212.914049 + Penalty 2924.193470 = -936288.720578
  nChanged 70
		SP:Iteration 19Q (185947.210000 sec): 3 clusters
  Score: Raw -939246.028134 + Penalty 2924.193470 = -936321.834664
  nChanged 79
		SP:Iteration 20F (185947.330000 sec): 3 clusters
  Score: Raw -939284.914009 + Penalty 2924.193470 = -936360.720538
  nChanged 59
		SP:Iteration 21Q (185947.460000 sec): 3 clusters
  Score: Raw -939308.556469 + Penalty 2924.193470 = -936384.362999
  nChanged 50
		SP:Iteration 22Q (185947.580000 sec): 3 clusters
  Score: Raw -939330.688260 + Penalty 2924.193470 = -936406.494789
  nChanged 47
		SP:Iteration 23Q (185947.700000 sec): 3 clusters
  Score: Raw -939345.591895 + Penalty 2924.193470 = -936421.398425
  nChanged 36
		SP:Iteration 24Q (185947.820000 sec): 3 clusters
  Score: Raw -939353.878412 + Penalty 2924.193470 = -936429.684941
  nChanged 26
		SP:Iteration 25Q (185947.950000 sec): 3 clusters
  Score: Raw -939360.500967 + Penalty 2924.193470 = -936436.307497
  nChanged 21
		SP:Iteration 26Q (185948.070000 sec): 3 clusters
  Score: Raw -939365.272341 + Penalty 2924.193470 = -936441.078871
  nChanged 22
		SP:Iteration 27Q (185948.190000 sec): 3 clusters
  Score: Raw -939369.400681 + Penalty 2924.193470 = -936445.207210
  nChanged 21
		SP:Iteration 28Q (185948.320000 sec): 3 clusters
  Score: Raw -939375.203196 + Penalty 2924.193470 = -936451.009726
  nChanged 25
		SP:Iteration 29Q (185948.440000 sec): 3 clusters
  Score: Raw -939381.314700 + Penalty 2924.193470 = -936457.121230
  nChanged 27
		SP:Iteration 30Q (185948.560000 sec): 3 clusters
  Score: Raw -939389.019042 + Penalty 2924.193470 = -936464.825572
  nChanged 28
		SP:Iteration 31Q (185948.680000 sec): 3 clusters
  Score: Raw -939398.763253 + Penalty 2924.193470 = -936474.569783
  nChanged 33
		SP:Iteration 32Q (185948.800000 sec): 3 clusters
  Score: Raw -939409.004854 + Penalty 2924.193470 = -936484.811384
  nChanged 32
		SP:Iteration 33Q (185948.920000 sec): 3 clusters
  Score: Raw -939416.411523 + Penalty 2924.193470 = -936492.218053
  nChanged 25
		SP:Iteration 34Q (185949.040000 sec): 3 clusters
  Score: Raw -939423.339683 + Penalty 2924.193470 = -936499.146213
  nChanged 23
		SP:Iteration 35Q (185949.170000 sec): 3 clusters
  Score: Raw -939429.271425 + Penalty 2924.193470 = -936505.077955
  nChanged 24
		SP:Iteration 36Q (185949.290000 sec): 3 clusters
  Score: Raw -939436.706173 + Penalty 2924.193470 = -936512.512702
  nChanged 26
		SP:Iteration 37Q (185949.410000 sec): 3 clusters
  Score: Raw -939443.793722 + Penalty 2924.193470 = -936519.600252
  nChanged 30
		SP:Iteration 38Q (185949.530000 sec): 3 clusters
  Score: Raw -939452.209877 + Penalty 2924.193470 = -936528.016407
  nChanged 27
		SP:Iteration 39Q (185949.650000 sec): 3 clusters
  Score: Raw -939458.057595 + Penalty 2924.193470 = -936533.864125
  nChanged 28
		SP:Iteration 40F (185949.780000 sec): 3 clusters
  Score: Raw -939464.771080 + Penalty 2924.193470 = -936540.577610
  nChanged 19
		SP:Iteration 41Q (185949.900000 sec): 3 clusters
  Score: Raw -939469.233824 + Penalty 2924.193470 = -936545.040354
  nChanged 23
		SP:Iteration 42Q (185950.020000 sec): 3 clusters
  Score: Raw -939475.438003 + Penalty 2924.193470 = -936551.244532
  nChanged 24
		SP:Iteration 43Q (185950.140000 sec): 3 clusters
  Score: Raw -939481.606714 + Penalty 2924.193470 = -936557.413244
  nChanged 21
		SP:Iteration 44Q (185950.260000 sec): 3 clusters
  Score: Raw -939486.771875 + Penalty 2924.193470 = -936562.578405
  nChanged 17
		SP:Iteration 45Q (185950.380000 sec): 3 clusters
  Score: Raw -939490.189187 + Penalty 2924.193470 = -936565.995717
  nChanged 16
		SP:Iteration 46Q (185950.510000 sec): 3 clusters
  Score: Raw -939495.365106 + Penalty 2924.193470 = -936571.171636
  nChanged 21
		SP:Iteration 47Q (185950.630000 sec): 3 clusters
  Score: Raw -939500.039051 + Penalty 2924.193470 = -936575.845581
  nChanged 13
		SP:Iteration 48Q (185950.750000 sec): 3 clusters
  Score: Raw -939502.361045 + Penalty 2924.193470 = -936578.167575
  nChanged 10
		SP:Iteration 49Q (185950.870000 sec): 3 clusters
  Score: Raw -939504.082918 + Penalty 2924.193470 = -936579.889448
  nChanged 8
		SP:Iteration 50Q (185950.990000 sec): 3 clusters
  Score: Raw -939505.380117 + Penalty 2924.193470 = -936581.186647
  nChanged 7
		SP:Iteration 51Q (185951.110000 sec): 3 clusters
  Score: Raw -939507.208769 + Penalty 2924.193470 = -936583.015299
  nChanged 11
		SP:Iteration 52Q (185951.230000 sec): 3 clusters
  Score: Raw -939509.355616 + Penalty 2924.193470 = -936585.162145
  nChanged 11
		SP:Iteration 53Q (185951.350000 sec): 3 clusters
  Score: Raw -939511.464276 + Penalty 2924.193470 = -936587.270806
  nChanged 8
		SP:Iteration 54Q (185951.470000 sec): 3 clusters
  Score: Raw -939512.985637 + Penalty 2924.193470 = -936588.792167
  nChanged 6
		SP:Iteration 55Q (185951.590000 sec): 3 clusters
  Score: Raw -939514.156902 + Penalty 2924.193470 = -936589.963432
  nChanged 6
		SP:Iteration 56Q (185951.720000 sec): 3 clusters
  Score: Raw -939515.633664 + Penalty 2924.193470 = -936591.440194
  nChanged 10
		SP:Iteration 57Q (185951.840000 sec): 3 clusters
  Score: Raw -939518.154423 + Penalty 2924.193470 = -936593.960953
  nChanged 9
		SP:Iteration 58Q (185951.960000 sec): 3 clusters
  Score: Raw -939520.620589 + Penalty 2924.193470 = -936596.427118
  nChanged 8
		SP:Iteration 59Q (185952.080000 sec): 3 clusters
  Score: Raw -939522.238386 + Penalty 2924.193470 = -936598.044916
  nChanged 4
		SP:Iteration 60F (185952.200000 sec): 3 clusters
  Score: Raw -939522.715107 + Penalty 2924.193470 = -936598.521637
  nChanged 2
		SP:Iteration 61Q (185952.320000 sec): 3 clusters
  Score: Raw -939523.147866 + Penalty 2924.193470 = -936598.954395
  nChanged 0
		SP:Iteration 62F (185952.450000 sec): 3 clusters
  Score: Raw -939523.147866 + Penalty 2924.193470 = -936598.954395
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 49 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185952.520000 sec): 2 clusters
  Score: Raw -64915.648375 + Penalty 1023.579253 = -63892.069122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185952.530000 sec): 3 clusters
  Score: Raw -64929.723309 + Penalty 2047.158505 = -62882.564804
  nChanged 159
		SP:Iteration 1F (185952.540000 sec): 3 clusters
  Score: Raw -65194.461511 + Penalty 2047.158505 = -63147.303006
  nChanged 51
		SP:Iteration 2F (185952.550000 sec): 3 clusters
  Score: Raw -65335.872187 + Penalty 2047.158505 = -63288.713682
  nChanged 37
		SP:Iteration 3F (185952.560000 sec): 3 clusters
  Score: Raw -65479.323326 + Penalty 2047.158505 = -63432.164821
  nChanged 28
		SP:Iteration 4F (185952.570000 sec): 3 clusters
  Score: Raw -65637.115388 + Penalty 2047.158505 = -63589.956882
  nChanged 17
		SP:Iteration 5Q (185952.580000 sec): 3 clusters
  Score: Raw -65715.816599 + Penalty 2047.158505 = -63668.658093
  nChanged 15
		SP:Iteration 6Q (185952.600000 sec): 3 clusters
  Score: Raw -65788.130308 + Penalty 2047.158505 = -63740.971803
  nChanged 14
		SP:Iteration 7Q (185952.610000 sec): 3 clusters
  Score: Raw -65858.082934 + Penalty 2047.158505 = -63810.924428
  nChanged 10
		SP:Iteration 8Q (185952.620000 sec): 3 clusters
  Score: Raw -65904.798313 + Penalty 2047.158505 = -63857.639808
  nChanged 4
		SP:Iteration 9Q (185952.630000 sec): 3 clusters
  Score: Raw -65917.072308 + Penalty 2047.158505 = -63869.913803
  nChanged 1
		SP:Iteration 10Q (185952.640000 sec): 3 clusters
  Score: Raw -65919.090461 + Penalty 2047.158505 = -63871.931956
  nChanged 1
		SP:Iteration 11Q (185952.650000 sec): 3 clusters
  Score: Raw -65922.623398 + Penalty 2047.158505 = -63875.464893
  nChanged 0
		SP:Iteration 12F (185952.660000 sec): 3 clusters
  Score: Raw -65922.623398 + Penalty 2047.158505 = -63875.464893
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 50 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185952.710000 sec): 2 clusters
  Score: Raw -61285.792749 + Penalty 1028.579647 = -60257.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185952.720000 sec): 3 clusters
  Score: Raw -61204.074317 + Penalty 2057.159294 = -59146.915023
  nChanged 142
		SP:Iteration 1F (185952.740000 sec): 3 clusters
  Score: Raw -61449.597148 + Penalty 2057.159294 = -59392.437854
  nChanged 45
		SP:Iteration 2F (185952.750000 sec): 3 clusters
  Score: Raw -61545.963228 + Penalty 2057.159294 = -59488.803933
  nChanged 20
		SP:Iteration 3Q (185952.760000 sec): 3 clusters
  Score: Raw -61585.278363 + Penalty 2057.159294 = -59528.119068
  nChanged 13
		SP:Iteration 4Q (185952.770000 sec): 3 clusters
  Score: Raw -61609.956898 + Penalty 2057.159294 = -59552.797603
  nChanged 9
		SP:Iteration 5Q (185952.780000 sec): 3 clusters
  Score: Raw -61626.971364 + Penalty 2057.159294 = -59569.812070
  nChanged 7
		SP:Iteration 6Q (185952.790000 sec): 3 clusters
  Score: Raw -61637.662075 + Penalty 2057.159294 = -59580.502781
  nChanged 3
		SP:Iteration 7Q (185952.800000 sec): 3 clusters
  Score: Raw -61642.232090 + Penalty 2057.159294 = -59585.072796
  nChanged 1
		SP:Iteration 8Q (185952.820000 sec): 3 clusters
  Score: Raw -61643.218244 + Penalty 2057.159294 = -59586.058950
  nChanged 0
		SP:Iteration 9F (185952.820000 sec): 3 clusters
  Score: Raw -61643.218244 + Penalty 2057.159294 = -59586.058950
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 51 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185952.880000 sec): 2 clusters
  Score: Raw -19250.589451 + Penalty 860.976572 = -18389.612879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185952.880000 sec): 3 clusters
  Score: Raw -19519.273795 + Penalty 1721.953144 = -17797.320651
  nChanged 38
		SP:Iteration 1F (185952.880000 sec): 3 clusters
  Score: Raw -19637.971501 + Penalty 1721.953144 = -17916.018357
  nChanged 13
		SP:Iteration 2F (185952.890000 sec): 3 clusters
  Score: Raw -19691.944046 + Penalty 1721.953144 = -17969.990902
  nChanged 6
		SP:Iteration 3Q (185952.900000 sec): 3 clusters
  Score: Raw -19721.408374 + Penalty 1721.953144 = -17999.455230
  nChanged 2
		SP:Iteration 4Q (185952.900000 sec): 3 clusters
  Score: Raw -19725.879409 + Penalty 1721.953144 = -18003.926265
  nChanged 0
		SP:Iteration 5F (185952.900000 sec): 3 clusters
  Score: Raw -19725.879409 + Penalty 1721.953144 = -18003.926265
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 52 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185952.960000 sec): 2 clusters
  Score: Raw -20966.444145 + Penalty 900.455326 = -20065.988819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185952.960000 sec): 3 clusters
  Score: Raw -21131.546110 + Penalty 1800.910652 = -19330.635458
  nChanged 49
		SP:Iteration 1F (185952.970000 sec): 3 clusters
  Score: Raw -21262.175592 + Penalty 1800.910652 = -19461.264940
  nChanged 15
		SP:Iteration 2F (185952.980000 sec): 3 clusters
  Score: Raw -21291.623642 + Penalty 1800.910652 = -19490.712990
  nChanged 6
		SP:Iteration 3Q (185952.980000 sec): 3 clusters
  Score: Raw -21309.342824 + Penalty 1800.910652 = -19508.432172
  nChanged 4
		SP:Iteration 4Q (185952.980000 sec): 3 clusters
  Score: Raw -21324.688627 + Penalty 1800.910652 = -19523.777974
  nChanged 0
		SP:Iteration 5F (185952.990000 sec): 3 clusters
  Score: Raw -21324.688627 + Penalty 1800.910652 = -19523.777974
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 53 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185953.040000 sec): 2 clusters
  Score: Raw -25274.765585 + Penalty 887.182646 = -24387.582939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185953.050000 sec): 3 clusters
  Score: Raw -25385.012534 + Penalty 1774.365292 = -23610.647242
  nChanged 35
		SP:Iteration 1F (185953.050000 sec): 3 clusters
  Score: Raw -25484.814541 + Penalty 1774.365292 = -23710.449249
  nChanged 5
		SP:Iteration 2Q (185953.060000 sec): 3 clusters
  Score: Raw -25498.046443 + Penalty 1774.365292 = -23723.681151
  nChanged 1
		SP:Iteration 3Q (185953.060000 sec): 3 clusters
  Score: Raw -25504.538005 + Penalty 1774.365292 = -23730.172713
  nChanged 0
		SP:Iteration 4F (185953.070000 sec): 3 clusters
  Score: Raw -25504.538005 + Penalty 1774.365292 = -23730.172713
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 54 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185953.120000 sec): 2 clusters
  Score: Raw -67910.702236 + Penalty 1038.686531 = -66872.015705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185953.140000 sec): 3 clusters
  Score: Raw -67840.367176 + Penalty 2077.373062 = -65762.994115
  nChanged 140
		SP:Iteration 1F (185953.150000 sec): 3 clusters
  Score: Raw -67995.361513 + Penalty 2077.373062 = -65917.988451
  nChanged 38
		SP:Iteration 2F (185953.160000 sec): 3 clusters
  Score: Raw -68059.754391 + Penalty 2077.373062 = -65982.381329
  nChanged 31
		SP:Iteration 3F (185953.180000 sec): 3 clusters
  Score: Raw -68143.961816 + Penalty 2077.373062 = -66066.588754
  nChanged 25
		SP:Iteration 4Q (185953.190000 sec): 3 clusters
  Score: Raw -68202.968517 + Penalty 2077.373062 = -66125.595455
  nChanged 18
		SP:Iteration 5Q (185953.200000 sec): 3 clusters
  Score: Raw -68244.616046 + Penalty 2077.373062 = -66167.242984
  nChanged 17
		SP:Iteration 6Q (185953.210000 sec): 3 clusters
  Score: Raw -68274.228856 + Penalty 2077.373062 = -66196.855794
  nChanged 13
		SP:Iteration 7Q (185953.220000 sec): 3 clusters
  Score: Raw -68291.624206 + Penalty 2077.373062 = -66214.251145
  nChanged 9
		SP:Iteration 8Q (185953.230000 sec): 3 clusters
  Score: Raw -68306.375720 + Penalty 2077.373062 = -66229.002658
  nChanged 5
		SP:Iteration 9Q (185953.240000 sec): 3 clusters
  Score: Raw -68311.922679 + Penalty 2077.373062 = -66234.549617
  nChanged 4
		SP:Iteration 10Q (185953.260000 sec): 3 clusters
  Score: Raw -68316.510067 + Penalty 2077.373062 = -66239.137005
  nChanged 4
		SP:Iteration 11Q (185953.270000 sec): 3 clusters
  Score: Raw -68322.657094 + Penalty 2077.373062 = -66245.284032
  nChanged 7
		SP:Iteration 12Q (185953.280000 sec): 3 clusters
  Score: Raw -68330.653743 + Penalty 2077.373062 = -66253.280682
  nChanged 3
		SP:Iteration 13Q (185953.290000 sec): 3 clusters
  Score: Raw -68333.853735 + Penalty 2077.373062 = -66256.480673
  nChanged 2
		SP:Iteration 14Q (185953.300000 sec): 3 clusters
  Score: Raw -68337.147247 + Penalty 2077.373062 = -66259.774185
  nChanged 1
		SP:Iteration 15Q (185953.320000 sec): 3 clusters
  Score: Raw -68341.212170 + Penalty 2077.373062 = -66263.839108
  nChanged 2
		SP:Iteration 16Q (185953.330000 sec): 3 clusters
  Score: Raw -68343.626397 + Penalty 2077.373062 = -66266.253335
  nChanged 0
		SP:Iteration 17F (185953.340000 sec): 3 clusters
  Score: Raw -68343.626397 + Penalty 2077.373062 = -66266.253335
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 55 (1588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185953.400000 sec): 2 clusters
  Score: Raw -185409.168736 + Penalty 1197.662479 = -184211.506257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185953.430000 sec): 3 clusters
  Score: Raw -184796.465146 + Penalty 2395.324959 = -182401.140187
  nChanged 554
		SP:Iteration 1F (185953.460000 sec): 3 clusters
  Score: Raw -185203.097474 + Penalty 2395.324959 = -182807.772516
  nChanged 128
		SP:Iteration 2F (185953.490000 sec): 3 clusters
  Score: Raw -185332.948009 + Penalty 2395.324959 = -182937.623050
  nChanged 97
		SP:Iteration 3F (185953.520000 sec): 3 clusters
  Score: Raw -185421.420374 + Penalty 2395.324959 = -183026.095416
  nChanged 70
		SP:Iteration 4Q (185953.550000 sec): 3 clusters
  Score: Raw -185479.933717 + Penalty 2395.324959 = -183084.608758
  nChanged 49
		SP:Iteration 5Q (185953.580000 sec): 3 clusters
  Score: Raw -185512.586230 + Penalty 2395.324959 = -183117.261271
  nChanged 28
		SP:Iteration 6Q (185953.610000 sec): 3 clusters
  Score: Raw -185531.475401 + Penalty 2395.324959 = -183136.150442
  nChanged 23
		SP:Iteration 7Q (185953.640000 sec): 3 clusters
  Score: Raw -185548.824223 + Penalty 2395.324959 = -183153.499264
  nChanged 17
		SP:Iteration 8Q (185953.670000 sec): 3 clusters
  Score: Raw -185562.812679 + Penalty 2395.324959 = -183167.487721
  nChanged 19
		SP:Iteration 9Q (185953.700000 sec): 3 clusters
  Score: Raw -185583.229455 + Penalty 2395.324959 = -183187.904496
  nChanged 22
		SP:Iteration 10Q (185953.730000 sec): 3 clusters
  Score: Raw -185598.870505 + Penalty 2395.324959 = -183203.545546
  nChanged 11
		SP:Iteration 11Q (185953.760000 sec): 3 clusters
  Score: Raw -185604.000730 + Penalty 2395.324959 = -183208.675771
  nChanged 9
		SP:Iteration 12Q (185953.780000 sec): 3 clusters
  Score: Raw -185607.771834 + Penalty 2395.324959 = -183212.446876
  nChanged 7
		SP:Iteration 13Q (185953.810000 sec): 3 clusters
  Score: Raw -185614.969716 + Penalty 2395.324959 = -183219.644758
  nChanged 4
		SP:Iteration 14Q (185953.840000 sec): 3 clusters
  Score: Raw -185618.686053 + Penalty 2395.324959 = -183223.361095
  nChanged 5
		SP:Iteration 15Q (185953.870000 sec): 3 clusters
  Score: Raw -185622.135634 + Penalty 2395.324959 = -183226.810676
  nChanged 4
		SP:Iteration 16Q (185953.900000 sec): 3 clusters
  Score: Raw -185625.023635 + Penalty 2395.324959 = -183229.698677
  nChanged 1
		SP:Iteration 17Q (185953.930000 sec): 3 clusters
  Score: Raw -185625.460679 + Penalty 2395.324959 = -183230.135721
  nChanged 1
		SP:Iteration 18Q (185953.960000 sec): 3 clusters
  Score: Raw -185625.940530 + Penalty 2395.324959 = -183230.615572
  nChanged 1
		SP:Iteration 19Q (185953.990000 sec): 3 clusters
  Score: Raw -185626.253325 + Penalty 2395.324959 = -183230.928366
  nChanged 2
		SP:Iteration 20F (185954.020000 sec): 3 clusters
  Score: Raw -185627.163019 + Penalty 2395.324959 = -183231.838060
  nChanged 3
		SP:Iteration 21Q (185954.050000 sec): 3 clusters
  Score: Raw -185630.074146 + Penalty 2395.324959 = -183234.749188
  nChanged 4
		SP:Iteration 22Q (185954.080000 sec): 3 clusters
  Score: Raw -185632.786505 + Penalty 2395.324959 = -183237.461547
  nChanged 2
		SP:Iteration 23Q (185954.110000 sec): 3 clusters
  Score: Raw -185634.448253 + Penalty 2395.324959 = -183239.123294
  nChanged 2
		SP:Iteration 24Q (185954.140000 sec): 3 clusters
  Score: Raw -185635.513244 + Penalty 2395.324959 = -183240.188285
  nChanged 6
		SP:Iteration 25Q (185954.160000 sec): 3 clusters
  Score: Raw -185642.264568 + Penalty 2395.324959 = -183246.939609
  nChanged 9
		SP:Iteration 26Q (185954.190000 sec): 3 clusters
  Score: Raw -185646.968452 + Penalty 2395.324959 = -183251.643493
  nChanged 5
		SP:Iteration 27Q (185954.220000 sec): 3 clusters
  Score: Raw -185649.979900 + Penalty 2395.324959 = -183254.654942
  nChanged 3
		SP:Iteration 28Q (185954.250000 sec): 3 clusters
  Score: Raw -185651.855319 + Penalty 2395.324959 = -183256.530360
  nChanged 4
		SP:Iteration 29Q (185954.280000 sec): 3 clusters
  Score: Raw -185653.758745 + Penalty 2395.324959 = -183258.433786
  nChanged 5
		SP:Iteration 30Q (185954.310000 sec): 3 clusters
  Score: Raw -185658.264967 + Penalty 2395.324959 = -183262.940008
  nChanged 7
		SP:Iteration 31Q (185954.340000 sec): 3 clusters
  Score: Raw -185664.143008 + Penalty 2395.324959 = -183268.818050
  nChanged 8
		SP:Iteration 32Q (185954.370000 sec): 3 clusters
  Score: Raw -185668.875370 + Penalty 2395.324959 = -183273.550412
  nChanged 2
		SP:Iteration 33Q (185954.400000 sec): 3 clusters
  Score: Raw -185671.207144 + Penalty 2395.324959 = -183275.882185
  nChanged 2
		SP:Iteration 34Q (185954.430000 sec): 3 clusters
  Score: Raw -185672.463468 + Penalty 2395.324959 = -183277.138510
  nChanged 1
		SP:Iteration 35Q (185954.460000 sec): 3 clusters
  Score: Raw -185672.792490 + Penalty 2395.324959 = -183277.467531
  nChanged 1
		SP:Iteration 36Q (185954.480000 sec): 3 clusters
  Score: Raw -185673.680577 + Penalty 2395.324959 = -183278.355618
  nChanged 2
		SP:Iteration 37Q (185954.520000 sec): 3 clusters
  Score: Raw -185675.358300 + Penalty 2395.324959 = -183280.033342
  nChanged 3
		SP:Iteration 38Q (185954.540000 sec): 3 clusters
  Score: Raw -185676.865631 + Penalty 2395.324959 = -183281.540673
  nChanged 2
		SP:Iteration 39Q (185954.570000 sec): 3 clusters
  Score: Raw -185678.456604 + Penalty 2395.324959 = -183283.131646
  nChanged 1
		SP:Iteration 40F (185954.600000 sec): 3 clusters
  Score: Raw -185679.503270 + Penalty 2395.324959 = -183284.178311
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 56 (17556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185954.800000 sec): 2 clusters
  Score: Raw -2162863.729947 + Penalty 1588.137046 = -2161275.592902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185955.040000 sec): 3 clusters
  Score: Raw -2152428.494032 + Penalty 3176.274092 = -2149252.219941
  nChanged 7823
		SP:Iteration 1F (185955.240000 sec): 3 clusters
  Score: Raw -2156791.420682 + Penalty 3176.274092 = -2153615.146591
  nChanged 964
		SP:Iteration 2F (185955.500000 sec): 3 clusters
  Score: Raw -2157184.399121 + Penalty 3176.274092 = -2154008.125029
  nChanged 943
		SP:Iteration 3F (185955.700000 sec): 3 clusters
  Score: Raw -2157626.017740 + Penalty 3176.274092 = -2154449.743649
  nChanged 997
		SP:Iteration 4F (185955.900000 sec): 3 clusters
  Score: Raw -2158116.244753 + Penalty 3176.274092 = -2154939.970661
  nChanged 981
		SP:Iteration 5F (185956.110000 sec): 3 clusters
  Score: Raw -2158650.589931 + Penalty 3176.274092 = -2155474.315840
  nChanged 1015
		SP:Iteration 6F (185956.340000 sec): 3 clusters
  Score: Raw -2159199.536120 + Penalty 3176.274092 = -2156023.262028
  nChanged 948
		SP:Iteration 7F (185956.540000 sec): 3 clusters
  Score: Raw -2159710.901105 + Penalty 3176.274092 = -2156534.627014
  nChanged 876
		SP:Iteration 8Q (185956.740000 sec): 3 clusters
  Score: Raw -2160142.962579 + Penalty 3176.274092 = -2156966.688487
  nChanged 756
		SP:Iteration 9Q (185956.960000 sec): 3 clusters
  Score: Raw -2160483.734765 + Penalty 3176.274092 = -2157307.460673
  nChanged 651
		SP:Iteration 10Q (185957.190000 sec): 3 clusters
  Score: Raw -2160758.486743 + Penalty 3176.274092 = -2157582.212651
  nChanged 527
		SP:Iteration 11Q (185957.390000 sec): 3 clusters
  Score: Raw -2160966.906030 + Penalty 3176.274092 = -2157790.631938
  nChanged 441
		SP:Iteration 12Q (185957.590000 sec): 3 clusters
  Score: Raw -2161132.097931 + Penalty 3176.274092 = -2157955.823840
  nChanged 398
		SP:Iteration 13Q (185957.800000 sec): 3 clusters
  Score: Raw -2161276.355233 + Penalty 3176.274092 = -2158100.081142
  nChanged 340
		SP:Iteration 14Q (185958.060000 sec): 3 clusters
  Score: Raw -2161400.114833 + Penalty 3176.274092 = -2158223.840742
  nChanged 350
		SP:Iteration 15Q (185958.260000 sec): 3 clusters
  Score: Raw -2161532.000662 + Penalty 3176.274092 = -2158355.726571
  nChanged 350
		SP:Iteration 16Q (185958.470000 sec): 3 clusters
  Score: Raw -2161682.448034 + Penalty 3176.274092 = -2158506.173942
  nChanged 343
		SP:Iteration 17Q (185958.730000 sec): 3 clusters
  Score: Raw -2161845.928359 + Penalty 3176.274092 = -2158669.654267
  nChanged 355
		SP:Iteration 18Q (185958.930000 sec): 3 clusters
  Score: Raw -2162025.973254 + Penalty 3176.274092 = -2158849.699163
  nChanged 338
		SP:Iteration 19Q (185959.120000 sec): 3 clusters
  Score: Raw -2162196.712644 + Penalty 3176.274092 = -2159020.438553
  nChanged 309
		SP:Iteration 20F (185959.330000 sec): 3 clusters
  Score: Raw -2162360.299867 + Penalty 3176.274092 = -2159184.025775
  nChanged 277
		SP:Iteration 21Q (185959.590000 sec): 3 clusters
  Score: Raw -2162524.659572 + Penalty 3176.274092 = -2159348.385480
  nChanged 230
		SP:Iteration 22Q (185959.780000 sec): 3 clusters
  Score: Raw -2162672.040851 + Penalty 3176.274092 = -2159495.766759
  nChanged 214
		SP:Iteration 23Q (185959.970000 sec): 3 clusters
  Score: Raw -2162822.181219 + Penalty 3176.274092 = -2159645.907127
  nChanged 169
		SP:Iteration 24Q (185960.170000 sec): 3 clusters
  Score: Raw -2162935.707312 + Penalty 3176.274092 = -2159759.433220
  nChanged 133
		SP:Iteration 25Q (185960.420000 sec): 3 clusters
  Score: Raw -2163022.281617 + Penalty 3176.274092 = -2159846.007526
  nChanged 90
		SP:Iteration 26Q (185960.620000 sec): 3 clusters
  Score: Raw -2163075.732220 + Penalty 3176.274092 = -2159899.458128
  nChanged 59
		SP:Iteration 27Q (185960.800000 sec): 3 clusters
  Score: Raw -2163109.372055 + Penalty 3176.274092 = -2159933.097963
  nChanged 52
		SP:Iteration 28Q (185960.980000 sec): 3 clusters
  Score: Raw -2163145.231681 + Penalty 3176.274092 = -2159968.957589
  nChanged 42
		SP:Iteration 29Q (185961.160000 sec): 3 clusters
  Score: Raw -2163173.704444 + Penalty 3176.274092 = -2159997.430353
  nChanged 36
		SP:Iteration 30Q (185961.350000 sec): 3 clusters
  Score: Raw -2163188.668386 + Penalty 3176.274092 = -2160012.394294
  nChanged 20
		SP:Iteration 31Q (185961.530000 sec): 3 clusters
  Score: Raw -2163197.695618 + Penalty 3176.274092 = -2160021.421527
  nChanged 18
		SP:Iteration 32Q (185961.710000 sec): 3 clusters
  Score: Raw -2163208.312840 + Penalty 3176.274092 = -2160032.038749
  nChanged 20
		SP:Iteration 33Q (185961.970000 sec): 3 clusters
  Score: Raw -2163217.004555 + Penalty 3176.274092 = -2160040.730463
  nChanged 8
		SP:Iteration 34Q (185962.180000 sec): 3 clusters
  Score: Raw -2163220.557984 + Penalty 3176.274092 = -2160044.283893
  nChanged 5
		SP:Iteration 35Q (185962.360000 sec): 3 clusters
  Score: Raw -2163223.057092 + Penalty 3176.274092 = -2160046.783000
  nChanged 9
		SP:Iteration 36Q (185962.540000 sec): 3 clusters
  Score: Raw -2163226.506476 + Penalty 3176.274092 = -2160050.232385
  nChanged 6
		SP:Iteration 37Q (185962.720000 sec): 3 clusters
  Score: Raw -2163230.149981 + Penalty 3176.274092 = -2160053.875889
  nChanged 7
		SP:Iteration 38Q (185962.890000 sec): 3 clusters
  Score: Raw -2163232.700600 + Penalty 3176.274092 = -2160056.426508
  nChanged 6
		SP:Iteration 39Q (185963.070000 sec): 3 clusters
  Score: Raw -2163236.541296 + Penalty 3176.274092 = -2160060.267204
  nChanged 6
		SP:Iteration 40F (185963.270000 sec): 3 clusters
  Score: Raw -2163238.980878 + Penalty 3176.274092 = -2160062.706787
  nChanged 6
		SP:Iteration 41Q (185963.500000 sec): 3 clusters
  Score: Raw -2163241.189859 + Penalty 3176.274092 = -2160064.915767
  nChanged 2
		SP:Iteration 42Q (185963.720000 sec): 3 clusters
  Score: Raw -2163242.338530 + Penalty 3176.274092 = -2160066.064438
  nChanged 2
		SP:Iteration 43Q (185963.900000 sec): 3 clusters
  Score: Raw -2163243.131480 + Penalty 3176.274092 = -2160066.857389
  nChanged 0
		SP:Iteration 44F (185964.100000 sec): 3 clusters
  Score: Raw -2163243.131480 + Penalty 3176.274092 = -2160066.857389
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 57 (5652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185964.180000 sec): 2 clusters
  Score: Raw -716360.933231 + Penalty 1403.961771 = -714956.971460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185964.290000 sec): 3 clusters
  Score: Raw -713377.129837 + Penalty 2807.923542 = -710569.206296
  nChanged 2300
		SP:Iteration 1F (185964.390000 sec): 3 clusters
  Score: Raw -714612.439116 + Penalty 2807.923542 = -711804.515574
  nChanged 381
		SP:Iteration 2F (185964.490000 sec): 3 clusters
  Score: Raw -714828.477033 + Penalty 2807.923542 = -712020.553491
  nChanged 327
		SP:Iteration 3F (185964.580000 sec): 3 clusters
  Score: Raw -715007.076589 + Penalty 2807.923542 = -712199.153047
  nChanged 272
		SP:Iteration 4Q (185964.680000 sec): 3 clusters
  Score: Raw -715150.900448 + Penalty 2807.923542 = -712342.976906
  nChanged 219
		SP:Iteration 5Q (185964.780000 sec): 3 clusters
  Score: Raw -715251.272200 + Penalty 2807.923542 = -712443.348658
  nChanged 182
		SP:Iteration 6Q (185964.880000 sec): 3 clusters
  Score: Raw -715318.290125 + Penalty 2807.923542 = -712510.366583
  nChanged 136
		SP:Iteration 7Q (185964.970000 sec): 3 clusters
  Score: Raw -715379.206736 + Penalty 2807.923542 = -712571.283195
  nChanged 143
		SP:Iteration 8Q (185965.070000 sec): 3 clusters
  Score: Raw -715452.580019 + Penalty 2807.923542 = -712644.656477
  nChanged 144
		SP:Iteration 9Q (185965.170000 sec): 3 clusters
  Score: Raw -715521.793172 + Penalty 2807.923542 = -712713.869630
  nChanged 157
		SP:Iteration 10Q (185965.270000 sec): 3 clusters
  Score: Raw -715615.842949 + Penalty 2807.923542 = -712807.919408
  nChanged 181
		SP:Iteration 11Q (185965.370000 sec): 3 clusters
  Score: Raw -715734.301719 + Penalty 2807.923542 = -712926.378177
  nChanged 197
		SP:Iteration 12Q (185965.460000 sec): 3 clusters
  Score: Raw -715862.458634 + Penalty 2807.923542 = -713054.535092
  nChanged 190
		SP:Iteration 13Q (185965.560000 sec): 3 clusters
  Score: Raw -715968.797451 + Penalty 2807.923542 = -713160.873909
  nChanged 151
		SP:Iteration 14Q (185965.660000 sec): 3 clusters
  Score: Raw -716041.081543 + Penalty 2807.923542 = -713233.158001
  nChanged 120
		SP:Iteration 15Q (185965.750000 sec): 3 clusters
  Score: Raw -716098.737021 + Penalty 2807.923542 = -713290.813480
  nChanged 90
		SP:Iteration 16Q (185965.850000 sec): 3 clusters
  Score: Raw -716137.801501 + Penalty 2807.923542 = -713329.877960
  nChanged 85
		SP:Iteration 17Q (185965.950000 sec): 3 clusters
  Score: Raw -716170.660199 + Penalty 2807.923542 = -713362.736657
  nChanged 52
		SP:Iteration 18Q (185966.040000 sec): 3 clusters
  Score: Raw -716187.125402 + Penalty 2807.923542 = -713379.201860
  nChanged 50
		SP:Iteration 19Q (185966.140000 sec): 3 clusters
  Score: Raw -716201.907702 + Penalty 2807.923542 = -713393.984160
  nChanged 42
		SP:Iteration 20F (185966.230000 sec): 3 clusters
  Score: Raw -716211.730045 + Penalty 2807.923542 = -713403.806503
  nChanged 24
		SP:Iteration 21Q (185966.330000 sec): 3 clusters
  Score: Raw -716217.213814 + Penalty 2807.923542 = -713409.290272
  nChanged 23
		SP:Iteration 22Q (185966.430000 sec): 3 clusters
  Score: Raw -716222.473688 + Penalty 2807.923542 = -713414.550146
  nChanged 22
		SP:Iteration 23Q (185966.520000 sec): 3 clusters
  Score: Raw -716228.060316 + Penalty 2807.923542 = -713420.136774
  nChanged 17
		SP:Iteration 24Q (185966.620000 sec): 3 clusters
  Score: Raw -716233.008926 + Penalty 2807.923542 = -713425.085384
  nChanged 20
		SP:Iteration 25Q (185966.710000 sec): 3 clusters
  Score: Raw -716237.041531 + Penalty 2807.923542 = -713429.117989
  nChanged 17
		SP:Iteration 26Q (185966.810000 sec): 3 clusters
  Score: Raw -716240.638324 + Penalty 2807.923542 = -713432.714782
  nChanged 14
		SP:Iteration 27Q (185966.910000 sec): 3 clusters
  Score: Raw -716243.772000 + Penalty 2807.923542 = -713435.848459
  nChanged 15
		SP:Iteration 28Q (185967.000000 sec): 3 clusters
  Score: Raw -716247.457161 + Penalty 2807.923542 = -713439.533619
  nChanged 16
		SP:Iteration 29Q (185967.090000 sec): 3 clusters
  Score: Raw -716253.496709 + Penalty 2807.923542 = -713445.573167
  nChanged 24
		SP:Iteration 30Q (185967.190000 sec): 3 clusters
  Score: Raw -716259.707845 + Penalty 2807.923542 = -713451.784303
  nChanged 16
		SP:Iteration 31Q (185967.290000 sec): 3 clusters
  Score: Raw -716263.136377 + Penalty 2807.923542 = -713455.212835
  nChanged 10
		SP:Iteration 32Q (185967.380000 sec): 3 clusters
  Score: Raw -716264.795190 + Penalty 2807.923542 = -713456.871648
  nChanged 7
		SP:Iteration 33Q (185967.470000 sec): 3 clusters
  Score: Raw -716266.358893 + Penalty 2807.923542 = -713458.435351
  nChanged 6
		SP:Iteration 34Q (185967.570000 sec): 3 clusters
  Score: Raw -716267.835951 + Penalty 2807.923542 = -713459.912409
  nChanged 4
		SP:Iteration 35Q (185967.670000 sec): 3 clusters
  Score: Raw -716268.395829 + Penalty 2807.923542 = -713460.472287
  nChanged 5
		SP:Iteration 36Q (185967.760000 sec): 3 clusters
  Score: Raw -716269.072012 + Penalty 2807.923542 = -713461.148470
  nChanged 2
		SP:Iteration 37Q (185967.850000 sec): 3 clusters
  Score: Raw -716269.358694 + Penalty 2807.923542 = -713461.435153
  nChanged 4
		SP:Iteration 38Q (185967.950000 sec): 3 clusters
  Score: Raw -716269.921392 + Penalty 2807.923542 = -713461.997850
  nChanged 4
		SP:Iteration 39Q (185968.050000 sec): 3 clusters
  Score: Raw -716270.530952 + Penalty 2807.923542 = -713462.607410
  nChanged 4
		SP:Iteration 40F (185968.140000 sec): 3 clusters
  Score: Raw -716270.967855 + Penalty 2807.923542 = -713463.044314
  nChanged 3
		SP:Iteration 41Q (185968.240000 sec): 3 clusters
  Score: Raw -716271.292340 + Penalty 2807.923542 = -713463.368799
  nChanged 2
		SP:Iteration 42Q (185968.330000 sec): 3 clusters
  Score: Raw -716271.710993 + Penalty 2807.923542 = -713463.787451
  nChanged 6
		SP:Iteration 43Q (185968.430000 sec): 3 clusters
  Score: Raw -716273.069313 + Penalty 2807.923542 = -713465.145771
  nChanged 9
		SP:Iteration 44Q (185968.530000 sec): 3 clusters
  Score: Raw -716274.710792 + Penalty 2807.923542 = -713466.787250
  nChanged 9
		SP:Iteration 45Q (185968.620000 sec): 3 clusters
  Score: Raw -716276.477220 + Penalty 2807.923542 = -713468.553678
  nChanged 11
		SP:Iteration 46Q (185968.710000 sec): 3 clusters
  Score: Raw -716278.804989 + Penalty 2807.923542 = -713470.881447
  nChanged 12
		SP:Iteration 47Q (185968.810000 sec): 3 clusters
  Score: Raw -716281.743083 + Penalty 2807.923542 = -713473.819541
  nChanged 12
		SP:Iteration 48Q (185968.910000 sec): 3 clusters
  Score: Raw -716284.437610 + Penalty 2807.923542 = -713476.514068
  nChanged 11
		SP:Iteration 49Q (185969.000000 sec): 3 clusters
  Score: Raw -716286.405084 + Penalty 2807.923542 = -713478.481542
  nChanged 9
		SP:Iteration 50Q (185969.100000 sec): 3 clusters
  Score: Raw -716288.104494 + Penalty 2807.923542 = -713480.180952
  nChanged 10
		SP:Iteration 51Q (185969.190000 sec): 3 clusters
  Score: Raw -716289.988452 + Penalty 2807.923542 = -713482.064910
  nChanged 6
		SP:Iteration 52Q (185969.290000 sec): 3 clusters
  Score: Raw -716290.975332 + Penalty 2807.923542 = -713483.051790
  nChanged 8
		SP:Iteration 53Q (185969.380000 sec): 3 clusters
  Score: Raw -716292.839539 + Penalty 2807.923542 = -713484.915997
  nChanged 6
		SP:Iteration 54Q (185969.480000 sec): 3 clusters
  Score: Raw -716293.924817 + Penalty 2807.923542 = -713486.001275
  nChanged 9
		SP:Iteration 55Q (185969.570000 sec): 3 clusters
  Score: Raw -716296.164361 + Penalty 2807.923542 = -713488.240820
  nChanged 7
		SP:Iteration 56Q (185969.670000 sec): 3 clusters
  Score: Raw -716297.678572 + Penalty 2807.923542 = -713489.755030
  nChanged 6
		SP:Iteration 57Q (185969.760000 sec): 3 clusters
  Score: Raw -716299.338128 + Penalty 2807.923542 = -713491.414586
  nChanged 3
		SP:Iteration 58Q (185969.860000 sec): 3 clusters
  Score: Raw -716299.796525 + Penalty 2807.923542 = -713491.872983
  nChanged 2
		SP:Iteration 59Q (185969.950000 sec): 3 clusters
  Score: Raw -716300.101535 + Penalty 2807.923542 = -713492.177994
  nChanged 1
		SP:Iteration 60F (185970.040000 sec): 3 clusters
  Score: Raw -716300.385517 + Penalty 2807.923542 = -713492.461975
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 58 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185970.100000 sec): 2 clusters
  Score: Raw -44642.106375 + Penalty 978.021397 = -43664.084977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185970.110000 sec): 3 clusters
  Score: Raw -44604.772638 + Penalty 1956.042795 = -42648.729843
  nChanged 100
		SP:Iteration 1F (185970.120000 sec): 3 clusters
  Score: Raw -44794.731156 + Penalty 1956.042795 = -42838.688361
  nChanged 34
		SP:Iteration 2F (185970.130000 sec): 3 clusters
  Score: Raw -44866.375845 + Penalty 1956.042795 = -42910.333050
  nChanged 7
		SP:Iteration 3Q (185970.140000 sec): 3 clusters
  Score: Raw -44876.029641 + Penalty 1956.042795 = -42919.986846
  nChanged 6
		SP:Iteration 4Q (185970.140000 sec): 3 clusters
  Score: Raw -44886.632149 + Penalty 1956.042795 = -42930.589354
  nChanged 2
		SP:Iteration 5Q (185970.150000 sec): 3 clusters
  Score: Raw -44891.238698 + Penalty 1956.042795 = -42935.195904
  nChanged 1
		SP:Iteration 6Q (185970.160000 sec): 3 clusters
  Score: Raw -44896.745554 + Penalty 1956.042795 = -42940.702759
  nChanged 2
		SP:Iteration 7Q (185970.170000 sec): 3 clusters
  Score: Raw -44902.994520 + Penalty 1956.042795 = -42946.951726
  nChanged 2
		SP:Iteration 8Q (185970.180000 sec): 3 clusters
  Score: Raw -44905.259904 + Penalty 1956.042795 = -42949.217109
  nChanged 2
		SP:Iteration 9Q (185970.190000 sec): 3 clusters
  Score: Raw -44909.536083 + Penalty 1956.042795 = -42953.493289
  nChanged 3
		SP:Iteration 10Q (185970.200000 sec): 3 clusters
  Score: Raw -44915.084224 + Penalty 1956.042795 = -42959.041429
  nChanged 2
		SP:Iteration 11Q (185970.200000 sec): 3 clusters
  Score: Raw -44918.754394 + Penalty 1956.042795 = -42962.711599
  nChanged 1
		SP:Iteration 12Q (185970.210000 sec): 3 clusters
  Score: Raw -44920.415279 + Penalty 1956.042795 = -42964.372484
  nChanged 0
		SP:Iteration 13F (185970.220000 sec): 3 clusters
  Score: Raw -44920.415279 + Penalty 1956.042795 = -42964.372484
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 59 (2847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185970.290000 sec): 2 clusters
  Score: Raw -300914.487643 + Penalty 1292.528427 = -299621.959216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185970.350000 sec): 3 clusters
  Score: Raw -299566.746135 + Penalty 2585.056853 = -296981.689282
  nChanged 1082
		SP:Iteration 1F (185970.400000 sec): 3 clusters
  Score: Raw -300254.589151 + Penalty 2585.056853 = -297669.532298
  nChanged 233
		SP:Iteration 2F (185970.460000 sec): 3 clusters
  Score: Raw -300405.164244 + Penalty 2585.056853 = -297820.107391
  nChanged 148
		SP:Iteration 3F (185970.510000 sec): 3 clusters
  Score: Raw -300496.514675 + Penalty 2585.056853 = -297911.457822
  nChanged 107
		SP:Iteration 4Q (185970.560000 sec): 3 clusters
  Score: Raw -300567.194787 + Penalty 2585.056853 = -297982.137934
  nChanged 101
		SP:Iteration 5Q (185970.610000 sec): 3 clusters
  Score: Raw -300628.785270 + Penalty 2585.056853 = -298043.728417
  nChanged 75
		SP:Iteration 6Q (185970.660000 sec): 3 clusters
  Score: Raw -300672.025028 + Penalty 2585.056853 = -298086.968175
  nChanged 67
		SP:Iteration 7Q (185970.710000 sec): 3 clusters
  Score: Raw -300708.106882 + Penalty 2585.056853 = -298123.050028
  nChanged 60
		SP:Iteration 8Q (185970.760000 sec): 3 clusters
  Score: Raw -300739.546091 + Penalty 2585.056853 = -298154.489237
  nChanged 56
		SP:Iteration 9Q (185970.820000 sec): 3 clusters
  Score: Raw -300772.356446 + Penalty 2585.056853 = -298187.299593
  nChanged 68
		SP:Iteration 10Q (185970.870000 sec): 3 clusters
  Score: Raw -300816.811817 + Penalty 2585.056853 = -298231.754963
  nChanged 67
		SP:Iteration 11Q (185970.920000 sec): 3 clusters
  Score: Raw -300859.213655 + Penalty 2585.056853 = -298274.156801
  nChanged 60
		SP:Iteration 12Q (185970.970000 sec): 3 clusters
  Score: Raw -300893.730224 + Penalty 2585.056853 = -298308.673371
  nChanged 56
		SP:Iteration 13Q (185971.020000 sec): 3 clusters
  Score: Raw -300928.837561 + Penalty 2585.056853 = -298343.780707
  nChanged 53
		SP:Iteration 14Q (185971.080000 sec): 3 clusters
  Score: Raw -300967.015764 + Penalty 2585.056853 = -298381.958910
  nChanged 57
		SP:Iteration 15Q (185971.120000 sec): 3 clusters
  Score: Raw -301013.016106 + Penalty 2585.056853 = -298427.959253
  nChanged 60
		SP:Iteration 16Q (185971.180000 sec): 3 clusters
  Score: Raw -301054.369442 + Penalty 2585.056853 = -298469.312589
  nChanged 53
		SP:Iteration 17Q (185971.230000 sec): 3 clusters
  Score: Raw -301098.387200 + Penalty 2585.056853 = -298513.330347
  nChanged 45
		SP:Iteration 18Q (185971.280000 sec): 3 clusters
  Score: Raw -301129.236786 + Penalty 2585.056853 = -298544.179933
  nChanged 37
		SP:Iteration 19Q (185971.330000 sec): 3 clusters
  Score: Raw -301147.918300 + Penalty 2585.056853 = -298562.861447
  nChanged 31
		SP:Iteration 20F (185971.380000 sec): 3 clusters
  Score: Raw -301163.049363 + Penalty 2585.056853 = -298577.992510
  nChanged 24
		SP:Iteration 21Q (185971.430000 sec): 3 clusters
  Score: Raw -301176.685808 + Penalty 2585.056853 = -298591.628954
  nChanged 25
		SP:Iteration 22Q (185971.480000 sec): 3 clusters
  Score: Raw -301192.784864 + Penalty 2585.056853 = -298607.728011
  nChanged 30
		SP:Iteration 23Q (185971.530000 sec): 3 clusters
  Score: Raw -301206.192878 + Penalty 2585.056853 = -298621.136025
  nChanged 18
		SP:Iteration 24Q (185971.580000 sec): 3 clusters
  Score: Raw -301214.094314 + Penalty 2585.056853 = -298629.037461
  nChanged 14
		SP:Iteration 25Q (185971.640000 sec): 3 clusters
  Score: Raw -301220.602122 + Penalty 2585.056853 = -298635.545269
  nChanged 12
		SP:Iteration 26Q (185971.680000 sec): 3 clusters
  Score: Raw -301226.023624 + Penalty 2585.056853 = -298640.966771
  nChanged 12
		SP:Iteration 27Q (185971.740000 sec): 3 clusters
  Score: Raw -301230.247968 + Penalty 2585.056853 = -298645.191115
  nChanged 9
		SP:Iteration 28Q (185971.790000 sec): 3 clusters
  Score: Raw -301233.861599 + Penalty 2585.056853 = -298648.804746
  nChanged 9
		SP:Iteration 29Q (185971.840000 sec): 3 clusters
  Score: Raw -301238.246413 + Penalty 2585.056853 = -298653.189559
  nChanged 13
		SP:Iteration 30Q (185971.890000 sec): 3 clusters
  Score: Raw -301243.848284 + Penalty 2585.056853 = -298658.791431
  nChanged 14
		SP:Iteration 31Q (185971.940000 sec): 3 clusters
  Score: Raw -301249.253259 + Penalty 2585.056853 = -298664.196406
  nChanged 6
		SP:Iteration 32Q (185971.990000 sec): 3 clusters
  Score: Raw -301252.896119 + Penalty 2585.056853 = -298667.839266
  nChanged 8
		SP:Iteration 33Q (185972.040000 sec): 3 clusters
  Score: Raw -301257.220737 + Penalty 2585.056853 = -298672.163884
  nChanged 5
		SP:Iteration 34Q (185972.090000 sec): 3 clusters
  Score: Raw -301258.811239 + Penalty 2585.056853 = -298673.754386
  nChanged 4
		SP:Iteration 35Q (185972.150000 sec): 3 clusters
  Score: Raw -301260.675841 + Penalty 2585.056853 = -298675.618988
  nChanged 5
		SP:Iteration 36Q (185972.200000 sec): 3 clusters
  Score: Raw -301263.159408 + Penalty 2585.056853 = -298678.102554
  nChanged 6
		SP:Iteration 37Q (185972.250000 sec): 3 clusters
  Score: Raw -301265.388118 + Penalty 2585.056853 = -298680.331264
  nChanged 4
		SP:Iteration 38Q (185972.300000 sec): 3 clusters
  Score: Raw -301266.326447 + Penalty 2585.056853 = -298681.269593
  nChanged 4
		SP:Iteration 39Q (185972.350000 sec): 3 clusters
  Score: Raw -301267.724207 + Penalty 2585.056853 = -298682.667354
  nChanged 4
		SP:Iteration 40F (185972.400000 sec): 3 clusters
  Score: Raw -301269.266964 + Penalty 2585.056853 = -298684.210111
  nChanged 3
		SP:Iteration 41Q (185972.450000 sec): 3 clusters
  Score: Raw -301270.217876 + Penalty 2585.056853 = -298685.161022
  nChanged 4
		SP:Iteration 42Q (185972.500000 sec): 3 clusters
  Score: Raw -301271.512768 + Penalty 2585.056853 = -298686.455915
  nChanged 0
		SP:Iteration 43F (185972.550000 sec): 3 clusters
  Score: Raw -301271.512768 + Penalty 2585.056853 = -298686.455915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 60 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185972.610000 sec): 2 clusters
  Score: Raw -14156.977876 + Penalty 821.639943 = -13335.337932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185972.610000 sec): 3 clusters
  Score: Raw -14310.514542 + Penalty 1643.279887 = -12667.234655
  nChanged 23
		SP:Iteration 1F (185972.620000 sec): 3 clusters
  Score: Raw -14429.552366 + Penalty 1643.279887 = -12786.272479
  nChanged 8
		SP:Iteration 2F (185972.620000 sec): 3 clusters
  Score: Raw -14478.861218 + Penalty 1643.279887 = -12835.581331
  nChanged 3
		SP:Iteration 3Q (185972.630000 sec): 3 clusters
  Score: Raw -14515.203894 + Penalty 1643.279887 = -12871.924007
  nChanged 0
		SP:Iteration 4F (185972.630000 sec): 3 clusters
  Score: Raw -14515.203894 + Penalty 1643.279887 = -12871.924007
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 61 (76588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185973.130000 sec): 2 clusters
  Score: Raw -9295869.957024 + Penalty 1827.506799 = -9294042.450225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185973.850000 sec): 3 clusters
  Score: Raw -9246465.229927 + Penalty 3655.013598 = -9242810.216329
  nChanged 36296
		SP:Iteration 1F (185974.510000 sec): 3 clusters
  Score: Raw -9267466.494335 + Penalty 3655.013598 = -9263811.480738
  nChanged 2812
		SP:Iteration 2Q (185975.180000 sec): 3 clusters
  Score: Raw -9268253.939051 + Penalty 3655.013598 = -9264598.925453
  nChanged 2973
		SP:Iteration 3Q (185975.890000 sec): 3 clusters
  Score: Raw -9269262.259606 + Penalty 3655.013598 = -9265607.246009
  nChanged 3368
		SP:Iteration 4Q (185976.590000 sec): 3 clusters
  Score: Raw -9270657.404136 + Penalty 3655.013598 = -9267002.390538
  nChanged 3827
		SP:Iteration 5Q (185977.260000 sec): 3 clusters
  Score: Raw -9272623.841408 + Penalty 3655.013598 = -9268968.827810
  nChanged 4376
		SP:Iteration 6F (185977.960000 sec): 3 clusters
  Score: Raw -9275399.855286 + Penalty 3655.013598 = -9271744.841688
  nChanged 4757
		SP:Iteration 7F (185978.620000 sec): 3 clusters
  Score: Raw -9279040.703761 + Penalty 3655.013598 = -9275385.690163
  nChanged 4902
		SP:Iteration 8F (185979.280000 sec): 3 clusters
  Score: Raw -9283079.868386 + Penalty 3655.013598 = -9279424.854788
  nChanged 4687
		SP:Iteration 9F (185979.980000 sec): 3 clusters
  Score: Raw -9286734.031939 + Penalty 3655.013598 = -9283079.018341
  nChanged 4020
		SP:Iteration 10F (185980.660000 sec): 3 clusters
  Score: Raw -9289368.640608 + Penalty 3655.013598 = -9285713.627011
  nChanged 3283
		SP:Iteration 11Q (185981.290000 sec): 3 clusters
  Score: Raw -9291199.385335 + Penalty 3655.013598 = -9287544.371737
  nChanged 2749
		SP:Iteration 12Q (185981.930000 sec): 3 clusters
  Score: Raw -9292538.080627 + Penalty 3655.013598 = -9288883.067029
  nChanged 2341
		SP:Iteration 13Q (185982.560000 sec): 3 clusters
  Score: Raw -9293563.852973 + Penalty 3655.013598 = -9289908.839375
  nChanged 1960
		SP:Iteration 14Q (185983.200000 sec): 3 clusters
  Score: Raw -9294340.897170 + Penalty 3655.013598 = -9290685.883573
  nChanged 1640
		SP:Iteration 15Q (185983.830000 sec): 3 clusters
  Score: Raw -9294933.084233 + Penalty 3655.013598 = -9291278.070635
  nChanged 1323
		SP:Iteration 16Q (185984.480000 sec): 3 clusters
  Score: Raw -9295374.704670 + Penalty 3655.013598 = -9291719.691072
  nChanged 1071
		SP:Iteration 17Q (185985.130000 sec): 3 clusters
  Score: Raw -9295699.615600 + Penalty 3655.013598 = -9292044.602002
  nChanged 860
		SP:Iteration 18Q (185985.780000 sec): 3 clusters
  Score: Raw -9295925.787269 + Penalty 3655.013598 = -9292270.773671
  nChanged 659
		SP:Iteration 19Q (185986.410000 sec): 3 clusters
  Score: Raw -9296084.721029 + Penalty 3655.013598 = -9292429.707432
  nChanged 566
		SP:Iteration 20F (185987.110000 sec): 3 clusters
  Score: Raw -9296221.934311 + Penalty 3655.013598 = -9292566.920713
  nChanged 449
		SP:Iteration 21Q (185987.730000 sec): 3 clusters
  Score: Raw -9296324.484765 + Penalty 3655.013598 = -9292669.471167
  nChanged 379
		SP:Iteration 22Q (185988.380000 sec): 3 clusters
  Score: Raw -9296400.801360 + Penalty 3655.013598 = -9292745.787762
  nChanged 286
		SP:Iteration 23Q (185989.020000 sec): 3 clusters
  Score: Raw -9296450.059912 + Penalty 3655.013598 = -9292795.046314
  nChanged 231
		SP:Iteration 24Q (185989.650000 sec): 3 clusters
  Score: Raw -9296488.534374 + Penalty 3655.013598 = -9292833.520776
  nChanged 207
		SP:Iteration 25Q (185990.250000 sec): 3 clusters
  Score: Raw -9296525.924738 + Penalty 3655.013598 = -9292870.911140
  nChanged 185
		SP:Iteration 26Q (185990.860000 sec): 3 clusters
  Score: Raw -9296557.931547 + Penalty 3655.013598 = -9292902.917949
  nChanged 179
		SP:Iteration 27Q (185991.500000 sec): 3 clusters
  Score: Raw -9296590.781853 + Penalty 3655.013598 = -9292935.768255
  nChanged 148
		SP:Iteration 28Q (185992.140000 sec): 3 clusters
  Score: Raw -9296617.259895 + Penalty 3655.013598 = -9292962.246298
  nChanged 134
		SP:Iteration 29Q (185992.730000 sec): 3 clusters
  Score: Raw -9296641.413958 + Penalty 3655.013598 = -9292986.400360
  nChanged 124
		SP:Iteration 30Q (185993.350000 sec): 3 clusters
  Score: Raw -9296663.196919 + Penalty 3655.013598 = -9293008.183321
  nChanged 110
		SP:Iteration 31Q (185993.990000 sec): 3 clusters
  Score: Raw -9296682.534673 + Penalty 3655.013598 = -9293027.521076
  nChanged 104
		SP:Iteration 32Q (185994.610000 sec): 3 clusters
  Score: Raw -9296701.202156 + Penalty 3655.013598 = -9293046.188559
  nChanged 81
		SP:Iteration 33Q (185995.200000 sec): 3 clusters
  Score: Raw -9296715.123869 + Penalty 3655.013598 = -9293060.110271
  nChanged 78
		SP:Iteration 34Q (185995.810000 sec): 3 clusters
  Score: Raw -9296727.799936 + Penalty 3655.013598 = -9293072.786339
  nChanged 81
		SP:Iteration 35Q (185996.450000 sec): 3 clusters
  Score: Raw -9296741.299738 + Penalty 3655.013598 = -9293086.286140
  nChanged 70
		SP:Iteration 36Q (185997.040000 sec): 3 clusters
  Score: Raw -9296752.594602 + Penalty 3655.013598 = -9293097.581004
  nChanged 59
		SP:Iteration 37Q (185997.650000 sec): 3 clusters
  Score: Raw -9296761.557079 + Penalty 3655.013598 = -9293106.543481
  nChanged 56
		SP:Iteration 38Q (185998.290000 sec): 3 clusters
  Score: Raw -9296769.586007 + Penalty 3655.013598 = -9293114.572409
  nChanged 48
		SP:Iteration 39Q (185998.880000 sec): 3 clusters
  Score: Raw -9296776.135635 + Penalty 3655.013598 = -9293121.122037
  nChanged 38
		SP:Iteration 40F (185999.560000 sec): 3 clusters
  Score: Raw -9296781.678767 + Penalty 3655.013598 = -9293126.665169
  nChanged 36
		SP:Iteration 41Q (186000.160000 sec): 3 clusters
  Score: Raw -9296787.173823 + Penalty 3655.013598 = -9293132.160226
  nChanged 35
		SP:Iteration 42Q (186000.800000 sec): 3 clusters
  Score: Raw -9296791.574386 + Penalty 3655.013598 = -9293136.560788
  nChanged 26
		SP:Iteration 43Q (186001.440000 sec): 3 clusters
  Score: Raw -9296795.291465 + Penalty 3655.013598 = -9293140.277867
  nChanged 24
		SP:Iteration 44Q (186002.030000 sec): 3 clusters
  Score: Raw -9296797.923379 + Penalty 3655.013598 = -9293142.909781
  nChanged 18
		SP:Iteration 45Q (186002.630000 sec): 3 clusters
  Score: Raw -9296799.689912 + Penalty 3655.013598 = -9293144.676314
  nChanged 16
		SP:Iteration 46Q (186003.280000 sec): 3 clusters
  Score: Raw -9296801.305556 + Penalty 3655.013598 = -9293146.291958
  nChanged 12
		SP:Iteration 47Q (186003.860000 sec): 3 clusters
  Score: Raw -9296802.404605 + Penalty 3655.013598 = -9293147.391007
  nChanged 8
		SP:Iteration 48Q (186004.470000 sec): 3 clusters
  Score: Raw -9296803.278567 + Penalty 3655.013598 = -9293148.264969
  nChanged 6
		SP:Iteration 49Q (186005.100000 sec): 3 clusters
  Score: Raw -9296803.857253 + Penalty 3655.013598 = -9293148.843656
  nChanged 4
		SP:Iteration 50Q (186005.690000 sec): 3 clusters
  Score: Raw -9296804.270854 + Penalty 3655.013598 = -9293149.257256
  nChanged 5
		SP:Iteration 51Q (186006.300000 sec): 3 clusters
  Score: Raw -9296804.679004 + Penalty 3655.013598 = -9293149.665406
  nChanged 5
		SP:Iteration 52Q (186006.940000 sec): 3 clusters
  Score: Raw -9296805.116655 + Penalty 3655.013598 = -9293150.103058
  nChanged 8
		SP:Iteration 53Q (186007.510000 sec): 3 clusters
  Score: Raw -9296805.965571 + Penalty 3655.013598 = -9293150.951973
  nChanged 11
		SP:Iteration 54Q (186008.120000 sec): 3 clusters
  Score: Raw -9296807.224698 + Penalty 3655.013598 = -9293152.211100
  nChanged 12
		SP:Iteration 55Q (186008.750000 sec): 3 clusters
  Score: Raw -9296808.801377 + Penalty 3655.013598 = -9293153.787779
  nChanged 10
		SP:Iteration 56Q (186009.340000 sec): 3 clusters
  Score: Raw -9296810.109752 + Penalty 3655.013598 = -9293155.096154
  nChanged 11
		SP:Iteration 57Q (186009.940000 sec): 3 clusters
  Score: Raw -9296812.413492 + Penalty 3655.013598 = -9293157.399894
  nChanged 16
		SP:Iteration 58Q (186010.580000 sec): 3 clusters
  Score: Raw -9296815.375763 + Penalty 3655.013598 = -9293160.362166
  nChanged 25
		SP:Iteration 59Q (186011.160000 sec): 3 clusters
  Score: Raw -9296819.526194 + Penalty 3655.013598 = -9293164.512596
  nChanged 26
		SP:Iteration 60F (186011.840000 sec): 3 clusters
  Score: Raw -9296822.527019 + Penalty 3655.013598 = -9293167.513422
  nChanged 9
		SP:Iteration 61Q (186012.460000 sec): 3 clusters
  Score: Raw -9296823.466769 + Penalty 3655.013598 = -9293168.453171
  nChanged 9
		SP:Iteration 62Q (186013.090000 sec): 3 clusters
  Score: Raw -9296824.305880 + Penalty 3655.013598 = -9293169.292282
  nChanged 5
		SP:Iteration 63Q (186013.730000 sec): 3 clusters
  Score: Raw -9296824.722667 + Penalty 3655.013598 = -9293169.709069
  nChanged 1
		SP:Iteration 64Q (186014.310000 sec): 3 clusters
  Score: Raw -9296824.844027 + Penalty 3655.013598 = -9293169.830430
  nChanged 0
		SP:Iteration 65F (186014.990000 sec): 3 clusters
  Score: Raw -9296824.844027 + Penalty 3655.013598 = -9293169.830430
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 62 (4241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186015.050000 sec): 2 clusters
  Score: Raw -459263.946500 + Penalty 1357.290085 = -457906.656415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186015.160000 sec): 3 clusters
  Score: Raw -457155.270040 + Penalty 2714.580170 = -454440.689870
  nChanged 1673
		SP:Iteration 1F (186015.240000 sec): 3 clusters
  Score: Raw -458255.418074 + Penalty 2714.580170 = -455540.837904
  nChanged 353
		SP:Iteration 2F (186015.310000 sec): 3 clusters
  Score: Raw -458500.909155 + Penalty 2714.580170 = -455786.328985
  nChanged 271
		SP:Iteration 3F (186015.390000 sec): 3 clusters
  Score: Raw -458748.201804 + Penalty 2714.580170 = -456033.621634
  nChanged 256
		SP:Iteration 4F (186015.470000 sec): 3 clusters
  Score: Raw -458961.441514 + Penalty 2714.580170 = -456246.861344
  nChanged 201
		SP:Iteration 5Q (186015.550000 sec): 3 clusters
  Score: Raw -459112.320175 + Penalty 2714.580170 = -456397.740005
  nChanged 173
		SP:Iteration 6Q (186015.620000 sec): 3 clusters
  Score: Raw -459236.974865 + Penalty 2714.580170 = -456522.394695
  nChanged 158
		SP:Iteration 7Q (186015.700000 sec): 3 clusters
  Score: Raw -459330.681986 + Penalty 2714.580170 = -456616.101816
  nChanged 108
		SP:Iteration 8Q (186015.780000 sec): 3 clusters
  Score: Raw -459389.606105 + Penalty 2714.580170 = -456675.025935
  nChanged 79
		SP:Iteration 9Q (186015.860000 sec): 3 clusters
  Score: Raw -459430.556734 + Penalty 2714.580170 = -456715.976564
  nChanged 73
		SP:Iteration 10Q (186015.930000 sec): 3 clusters
  Score: Raw -459462.580736 + Penalty 2714.580170 = -456748.000566
  nChanged 52
		SP:Iteration 11Q (186016.010000 sec): 3 clusters
  Score: Raw -459485.675214 + Penalty 2714.580170 = -456771.095044
  nChanged 57
		SP:Iteration 12Q (186016.080000 sec): 3 clusters
  Score: Raw -459504.767733 + Penalty 2714.580170 = -456790.187563
  nChanged 43
		SP:Iteration 13Q (186016.160000 sec): 3 clusters
  Score: Raw -459519.374740 + Penalty 2714.580170 = -456804.794570
  nChanged 37
		SP:Iteration 14Q (186016.240000 sec): 3 clusters
  Score: Raw -459534.267770 + Penalty 2714.580170 = -456819.687599
  nChanged 31
		SP:Iteration 15Q (186016.320000 sec): 3 clusters
  Score: Raw -459547.764215 + Penalty 2714.580170 = -456833.184045
  nChanged 33
		SP:Iteration 16Q (186016.390000 sec): 3 clusters
  Score: Raw -459560.821343 + Penalty 2714.580170 = -456846.241173
  nChanged 34
		SP:Iteration 17Q (186016.470000 sec): 3 clusters
  Score: Raw -459574.009619 + Penalty 2714.580170 = -456859.429449
  nChanged 29
		SP:Iteration 18Q (186016.550000 sec): 3 clusters
  Score: Raw -459584.361531 + Penalty 2714.580170 = -456869.781361
  nChanged 24
		SP:Iteration 19Q (186016.620000 sec): 3 clusters
  Score: Raw -459590.830115 + Penalty 2714.580170 = -456876.249945
  nChanged 12
		SP:Iteration 20F (186016.700000 sec): 3 clusters
  Score: Raw -459593.511633 + Penalty 2714.580170 = -456878.931463
  nChanged 7
		SP:Iteration 21Q (186016.780000 sec): 3 clusters
  Score: Raw -459596.673392 + Penalty 2714.580170 = -456882.093222
  nChanged 5
		SP:Iteration 22Q (186016.850000 sec): 3 clusters
  Score: Raw -459597.613121 + Penalty 2714.580170 = -456883.032951
  nChanged 1
		SP:Iteration 23Q (186016.930000 sec): 3 clusters
  Score: Raw -459597.761487 + Penalty 2714.580170 = -456883.181317
  nChanged 3
		SP:Iteration 24Q (186017.000000 sec): 3 clusters
  Score: Raw -459598.334743 + Penalty 2714.580170 = -456883.754573
  nChanged 5
		SP:Iteration 25Q (186017.080000 sec): 3 clusters
  Score: Raw -459600.356789 + Penalty 2714.580170 = -456885.776619
  nChanged 11
		SP:Iteration 26Q (186017.160000 sec): 3 clusters
  Score: Raw -459603.860375 + Penalty 2714.580170 = -456889.280205
  nChanged 11
		SP:Iteration 27Q (186017.240000 sec): 3 clusters
  Score: Raw -459606.618864 + Penalty 2714.580170 = -456892.038694
  nChanged 7
		SP:Iteration 28Q (186017.310000 sec): 3 clusters
  Score: Raw -459608.444403 + Penalty 2714.580170 = -456893.864233
  nChanged 6
		SP:Iteration 29Q (186017.390000 sec): 3 clusters
  Score: Raw -459610.520007 + Penalty 2714.580170 = -456895.939837
  nChanged 7
		SP:Iteration 30Q (186017.460000 sec): 3 clusters
  Score: Raw -459612.884777 + Penalty 2714.580170 = -456898.304607
  nChanged 5
		SP:Iteration 31Q (186017.540000 sec): 3 clusters
  Score: Raw -459615.051013 + Penalty 2714.580170 = -456900.470843
  nChanged 6
		SP:Iteration 32Q (186017.620000 sec): 3 clusters
  Score: Raw -459616.374055 + Penalty 2714.580170 = -456901.793884
  nChanged 3
		SP:Iteration 33Q (186017.690000 sec): 3 clusters
  Score: Raw -459616.933629 + Penalty 2714.580170 = -456902.353459
  nChanged 2
		SP:Iteration 34Q (186017.770000 sec): 3 clusters
  Score: Raw -459617.262229 + Penalty 2714.580170 = -456902.682059
  nChanged 0
		SP:Iteration 35F (186017.850000 sec): 3 clusters
  Score: Raw -459617.262229 + Penalty 2714.580170 = -456902.682059
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 63 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186017.900000 sec): 2 clusters
  Score: Raw -54658.552845 + Penalty 999.126098 = -53659.426747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186017.920000 sec): 3 clusters
  Score: Raw -54609.014110 + Penalty 1998.252196 = -52610.761913
  nChanged 96
		SP:Iteration 1F (186017.920000 sec): 3 clusters
  Score: Raw -54743.779800 + Penalty 1998.252196 = -52745.527604
  nChanged 30
		SP:Iteration 2F (186017.940000 sec): 3 clusters
  Score: Raw -54795.190428 + Penalty 1998.252196 = -52796.938232
  nChanged 14
		SP:Iteration 3Q (186017.940000 sec): 3 clusters
  Score: Raw -54821.725236 + Penalty 1998.252196 = -52823.473039
  nChanged 6
		SP:Iteration 4Q (186017.950000 sec): 3 clusters
  Score: Raw -54832.635369 + Penalty 1998.252196 = -52834.383172
  nChanged 5
		SP:Iteration 5Q (186017.960000 sec): 3 clusters
  Score: Raw -54839.671902 + Penalty 1998.252196 = -52841.419706
  nChanged 2
		SP:Iteration 6Q (186017.980000 sec): 3 clusters
  Score: Raw -54842.326124 + Penalty 1998.252196 = -52844.073928
  nChanged 2
		SP:Iteration 7Q (186017.990000 sec): 3 clusters
  Score: Raw -54846.072435 + Penalty 1998.252196 = -52847.820239
  nChanged 1
		SP:Iteration 8Q (186018.000000 sec): 3 clusters
  Score: Raw -54847.722291 + Penalty 1998.252196 = -52849.470095
  nChanged 1
		SP:Iteration 9Q (186018.010000 sec): 3 clusters
  Score: Raw -54850.020962 + Penalty 1998.252196 = -52851.768765
  nChanged 0
		SP:Iteration 10F (186018.020000 sec): 3 clusters
  Score: Raw -54850.020962 + Penalty 1998.252196 = -52851.768765
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 64 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186018.080000 sec): 2 clusters
  Score: Raw -65317.705009 + Penalty 1029.734181 = -64287.970828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186018.090000 sec): 3 clusters
  Score: Raw -65261.244866 + Penalty 2059.468363 = -63201.776503
  nChanged 139
		SP:Iteration 1F (186018.100000 sec): 3 clusters
  Score: Raw -65476.607880 + Penalty 2059.468363 = -63417.139517
  nChanged 36
		SP:Iteration 2F (186018.110000 sec): 3 clusters
  Score: Raw -65531.831087 + Penalty 2059.468363 = -63472.362724
  nChanged 13
		SP:Iteration 3Q (186018.120000 sec): 3 clusters
  Score: Raw -65548.727599 + Penalty 2059.468363 = -63489.259236
  nChanged 8
		SP:Iteration 4Q (186018.130000 sec): 3 clusters
  Score: Raw -65558.080114 + Penalty 2059.468363 = -63498.611751
  nChanged 4
		SP:Iteration 5Q (186018.140000 sec): 3 clusters
  Score: Raw -65564.104708 + Penalty 2059.468363 = -63504.636345
  nChanged 4
		SP:Iteration 6Q (186018.160000 sec): 3 clusters
  Score: Raw -65566.683883 + Penalty 2059.468363 = -63507.215521
  nChanged 0
		SP:Iteration 7F (186018.170000 sec): 3 clusters
  Score: Raw -65566.683883 + Penalty 2059.468363 = -63507.215521
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 65 (5290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186018.250000 sec): 2 clusters
  Score: Raw -624988.589475 + Penalty 1393.205698 = -623595.383777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186018.360000 sec): 3 clusters
  Score: Raw -622288.377049 + Penalty 2786.411396 = -619501.965654
  nChanged 2113
		SP:Iteration 1F (186018.450000 sec): 3 clusters
  Score: Raw -623405.849961 + Penalty 2786.411396 = -620619.438565
  nChanged 363
		SP:Iteration 2F (186018.540000 sec): 3 clusters
  Score: Raw -623596.501242 + Penalty 2786.411396 = -620810.089847
  nChanged 280
		SP:Iteration 3F (186018.640000 sec): 3 clusters
  Score: Raw -623763.443729 + Penalty 2786.411396 = -620977.032333
  nChanged 275
		SP:Iteration 4F (186018.730000 sec): 3 clusters
  Score: Raw -623935.988431 + Penalty 2786.411396 = -621149.577035
  nChanged 250
		SP:Iteration 5Q (186018.820000 sec): 3 clusters
  Score: Raw -624083.546135 + Penalty 2786.411396 = -621297.134739
  nChanged 226
		SP:Iteration 6Q (186018.920000 sec): 3 clusters
  Score: Raw -624243.273267 + Penalty 2786.411396 = -621456.861871
  nChanged 235
		SP:Iteration 7Q (186019.010000 sec): 3 clusters
  Score: Raw -624383.399334 + Penalty 2786.411396 = -621596.987938
  nChanged 196
		SP:Iteration 8Q (186019.100000 sec): 3 clusters
  Score: Raw -624498.323869 + Penalty 2786.411396 = -621711.912474
  nChanged 180
		SP:Iteration 9Q (186019.190000 sec): 3 clusters
  Score: Raw -624597.221165 + Penalty 2786.411396 = -621810.809770
  nChanged 168
		SP:Iteration 10Q (186019.280000 sec): 3 clusters
  Score: Raw -624682.856215 + Penalty 2786.411396 = -621896.444820
  nChanged 142
		SP:Iteration 11Q (186019.380000 sec): 3 clusters
  Score: Raw -624749.350890 + Penalty 2786.411396 = -621962.939495
  nChanged 117
		SP:Iteration 12Q (186019.470000 sec): 3 clusters
  Score: Raw -624821.260067 + Penalty 2786.411396 = -622034.848671
  nChanged 123
		SP:Iteration 13Q (186019.560000 sec): 3 clusters
  Score: Raw -624896.388737 + Penalty 2786.411396 = -622109.977341
  nChanged 101
		SP:Iteration 14Q (186019.650000 sec): 3 clusters
  Score: Raw -624955.688995 + Penalty 2786.411396 = -622169.277600
  nChanged 92
		SP:Iteration 15Q (186019.740000 sec): 3 clusters
  Score: Raw -625015.641047 + Penalty 2786.411396 = -622229.229652
  nChanged 92
		SP:Iteration 16Q (186019.830000 sec): 3 clusters
  Score: Raw -625072.195899 + Penalty 2786.411396 = -622285.784503
  nChanged 90
		SP:Iteration 17Q (186019.920000 sec): 3 clusters
  Score: Raw -625128.816111 + Penalty 2786.411396 = -622342.404716
  nChanged 88
		SP:Iteration 18Q (186020.010000 sec): 3 clusters
  Score: Raw -625182.971287 + Penalty 2786.411396 = -622396.559891
  nChanged 76
		SP:Iteration 19Q (186020.100000 sec): 3 clusters
  Score: Raw -625243.843572 + Penalty 2786.411396 = -622457.432176
  nChanged 77
		SP:Iteration 20F (186020.190000 sec): 3 clusters
  Score: Raw -625289.413950 + Penalty 2786.411396 = -622503.002554
  nChanged 68
		SP:Iteration 21Q (186020.280000 sec): 3 clusters
  Score: Raw -625329.321820 + Penalty 2786.411396 = -622542.910424
  nChanged 54
		SP:Iteration 22Q (186020.370000 sec): 3 clusters
  Score: Raw -625360.700520 + Penalty 2786.411396 = -622574.289125
  nChanged 45
		SP:Iteration 23Q (186020.460000 sec): 3 clusters
  Score: Raw -625389.392863 + Penalty 2786.411396 = -622602.981468
  nChanged 51
		SP:Iteration 24Q (186020.550000 sec): 3 clusters
  Score: Raw -625423.316638 + Penalty 2786.411396 = -622636.905243
  nChanged 47
		SP:Iteration 25Q (186020.640000 sec): 3 clusters
  Score: Raw -625450.010699 + Penalty 2786.411396 = -622663.599304
  nChanged 45
		SP:Iteration 26Q (186020.720000 sec): 3 clusters
  Score: Raw -625475.314631 + Penalty 2786.411396 = -622688.903235
  nChanged 38
		SP:Iteration 27Q (186020.810000 sec): 3 clusters
  Score: Raw -625502.077999 + Penalty 2786.411396 = -622715.666603
  nChanged 44
		SP:Iteration 28Q (186020.900000 sec): 3 clusters
  Score: Raw -625528.127245 + Penalty 2786.411396 = -622741.715849
  nChanged 45
		SP:Iteration 29Q (186020.990000 sec): 3 clusters
  Score: Raw -625552.509896 + Penalty 2786.411396 = -622766.098501
  nChanged 46
		SP:Iteration 30Q (186021.080000 sec): 3 clusters
  Score: Raw -625581.763849 + Penalty 2786.411396 = -622795.352453
  nChanged 40
		SP:Iteration 31Q (186021.160000 sec): 3 clusters
  Score: Raw -625605.044231 + Penalty 2786.411396 = -622818.632836
  nChanged 35
		SP:Iteration 32Q (186021.250000 sec): 3 clusters
  Score: Raw -625623.664630 + Penalty 2786.411396 = -622837.253234
  nChanged 34
		SP:Iteration 33Q (186021.340000 sec): 3 clusters
  Score: Raw -625639.818894 + Penalty 2786.411396 = -622853.407499
  nChanged 21
		SP:Iteration 34Q (186021.420000 sec): 3 clusters
  Score: Raw -625647.966773 + Penalty 2786.411396 = -622861.555378
  nChanged 24
		SP:Iteration 35Q (186021.510000 sec): 3 clusters
  Score: Raw -625656.316471 + Penalty 2786.411396 = -622869.905076
  nChanged 23
		SP:Iteration 36Q (186021.600000 sec): 3 clusters
  Score: Raw -625666.324689 + Penalty 2786.411396 = -622879.913294
  nChanged 26
		SP:Iteration 37Q (186021.690000 sec): 3 clusters
  Score: Raw -625682.758425 + Penalty 2786.411396 = -622896.347029
  nChanged 27
		SP:Iteration 38Q (186021.780000 sec): 3 clusters
  Score: Raw -625700.594240 + Penalty 2786.411396 = -622914.182845
  nChanged 24
		SP:Iteration 39Q (186021.860000 sec): 3 clusters
  Score: Raw -625717.170311 + Penalty 2786.411396 = -622930.758916
  nChanged 27
		SP:Iteration 40F (186021.960000 sec): 3 clusters
  Score: Raw -625734.619154 + Penalty 2786.411396 = -622948.207759
  nChanged 26
		SP:Iteration 41Q (186022.040000 sec): 3 clusters
  Score: Raw -625756.854324 + Penalty 2786.411396 = -622970.442929
  nChanged 30
		SP:Iteration 42Q (186022.130000 sec): 3 clusters
  Score: Raw -625799.482010 + Penalty 2786.411396 = -623013.070614
  nChanged 26
		SP:Iteration 43Q (186022.220000 sec): 3 clusters
  Score: Raw -625841.382554 + Penalty 2786.411396 = -623054.971158
  nChanged 26
		SP:Iteration 44Q (186022.300000 sec): 3 clusters
  Score: Raw -625879.106988 + Penalty 2786.411396 = -623092.695593
  nChanged 24
		SP:Iteration 45Q (186022.390000 sec): 3 clusters
  Score: Raw -625905.992244 + Penalty 2786.411396 = -623119.580849
  nChanged 14
		SP:Iteration 46Q (186022.480000 sec): 3 clusters
  Score: Raw -625913.133650 + Penalty 2786.411396 = -623126.722255
  nChanged 10
		SP:Iteration 47Q (186022.560000 sec): 3 clusters
  Score: Raw -625918.655885 + Penalty 2786.411396 = -623132.244490
  nChanged 10
		SP:Iteration 48Q (186022.650000 sec): 3 clusters
  Score: Raw -625924.334604 + Penalty 2786.411396 = -623137.923209
  nChanged 7
		SP:Iteration 49Q (186022.740000 sec): 3 clusters
  Score: Raw -625927.223190 + Penalty 2786.411396 = -623140.811795
  nChanged 6
		SP:Iteration 50Q (186022.820000 sec): 3 clusters
  Score: Raw -625930.403912 + Penalty 2786.411396 = -623143.992516
  nChanged 6
		SP:Iteration 51Q (186022.910000 sec): 3 clusters
  Score: Raw -625933.982745 + Penalty 2786.411396 = -623147.571350
  nChanged 5
		SP:Iteration 52Q (186023.000000 sec): 3 clusters
  Score: Raw -625936.358684 + Penalty 2786.411396 = -623149.947288
  nChanged 1
		SP:Iteration 53Q (186023.080000 sec): 3 clusters
  Score: Raw -625936.705190 + Penalty 2786.411396 = -623150.293795
  nChanged 1
		SP:Iteration 54Q (186023.170000 sec): 3 clusters
  Score: Raw -625937.419546 + Penalty 2786.411396 = -623151.008151
  nChanged 1
		SP:Iteration 55Q (186023.250000 sec): 3 clusters
  Score: Raw -625937.690288 + Penalty 2786.411396 = -623151.278892
  nChanged 0
		SP:Iteration 56F (186023.340000 sec): 3 clusters
  Score: Raw -625937.690288 + Penalty 2786.411396 = -623151.278892
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 66 (9908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186023.480000 sec): 2 clusters
  Score: Raw -1285171.680718 + Penalty 1495.178391 = -1283676.502327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186023.630000 sec): 3 clusters
  Score: Raw -1279520.212051 + Penalty 2990.356782 = -1276529.855269
  nChanged 4285
		SP:Iteration 1F (186023.780000 sec): 3 clusters
  Score: Raw -1281785.834830 + Penalty 2990.356782 = -1278795.478048
  nChanged 558
		SP:Iteration 2F (186023.950000 sec): 3 clusters
  Score: Raw -1281991.380373 + Penalty 2990.356782 = -1279001.023591
  nChanged 437
		SP:Iteration 3Q (186024.090000 sec): 3 clusters
  Score: Raw -1282152.293194 + Penalty 2990.356782 = -1279161.936412
  nChanged 371
		SP:Iteration 4Q (186024.240000 sec): 3 clusters
  Score: Raw -1282269.555471 + Penalty 2990.356782 = -1279279.198689
  nChanged 303
		SP:Iteration 5Q (186024.410000 sec): 3 clusters
  Score: Raw -1282364.180413 + Penalty 2990.356782 = -1279373.823631
  nChanged 271
		SP:Iteration 6Q (186024.560000 sec): 3 clusters
  Score: Raw -1282444.403650 + Penalty 2990.356782 = -1279454.046868
  nChanged 240
		SP:Iteration 7Q (186024.690000 sec): 3 clusters
  Score: Raw -1282521.138906 + Penalty 2990.356782 = -1279530.782124
  nChanged 262
		SP:Iteration 8Q (186024.850000 sec): 3 clusters
  Score: Raw -1282595.573229 + Penalty 2990.356782 = -1279605.216447
  nChanged 218
		SP:Iteration 9Q (186025.010000 sec): 3 clusters
  Score: Raw -1282663.629532 + Penalty 2990.356782 = -1279673.272750
  nChanged 231
		SP:Iteration 10Q (186025.150000 sec): 3 clusters
  Score: Raw -1282739.985840 + Penalty 2990.356782 = -1279749.629058
  nChanged 242
		SP:Iteration 11Q (186025.280000 sec): 3 clusters
  Score: Raw -1282839.650327 + Penalty 2990.356782 = -1279849.293545
  nChanged 294
		SP:Iteration 12Q (186025.430000 sec): 3 clusters
  Score: Raw -1282976.462192 + Penalty 2990.356782 = -1279986.105410
  nChanged 318
		SP:Iteration 13Q (186025.600000 sec): 3 clusters
  Score: Raw -1283150.884586 + Penalty 2990.356782 = -1280160.527804
  nChanged 356
		SP:Iteration 14Q (186025.750000 sec): 3 clusters
  Score: Raw -1283384.966054 + Penalty 2990.356782 = -1280394.609272
  nChanged 401
		SP:Iteration 15Q (186025.890000 sec): 3 clusters
  Score: Raw -1283687.874285 + Penalty 2990.356782 = -1280697.517503
  nChanged 394
		SP:Iteration 16Q (186026.060000 sec): 3 clusters
  Score: Raw -1283998.428912 + Penalty 2990.356782 = -1281008.072130
  nChanged 330
		SP:Iteration 17Q (186026.210000 sec): 3 clusters
  Score: Raw -1284258.511558 + Penalty 2990.356782 = -1281268.154777
  nChanged 292
		SP:Iteration 18Q (186026.330000 sec): 3 clusters
  Score: Raw -1284496.462616 + Penalty 2990.356782 = -1281506.105834
  nChanged 215
		SP:Iteration 19Q (186026.460000 sec): 3 clusters
  Score: Raw -1284658.986706 + Penalty 2990.356782 = -1281668.629924
  nChanged 175
		SP:Iteration 20F (186026.630000 sec): 3 clusters
  Score: Raw -1284786.185777 + Penalty 2990.356782 = -1281795.828995
  nChanged 130
		SP:Iteration 21Q (186026.790000 sec): 3 clusters
  Score: Raw -1284868.887915 + Penalty 2990.356782 = -1281878.531134
  nChanged 107
		SP:Iteration 22Q (186026.930000 sec): 3 clusters
  Score: Raw -1284939.208616 + Penalty 2990.356782 = -1281948.851834
  nChanged 91
		SP:Iteration 23Q (186027.060000 sec): 3 clusters
  Score: Raw -1285001.809370 + Penalty 2990.356782 = -1282011.452588
  nChanged 86
		SP:Iteration 24Q (186027.210000 sec): 3 clusters
  Score: Raw -1285064.250933 + Penalty 2990.356782 = -1282073.894151
  nChanged 67
		SP:Iteration 25Q (186027.370000 sec): 3 clusters
  Score: Raw -1285110.108284 + Penalty 2990.356782 = -1282119.751502
  nChanged 48
		SP:Iteration 26Q (186027.510000 sec): 3 clusters
  Score: Raw -1285145.233199 + Penalty 2990.356782 = -1282154.876417
  nChanged 48
		SP:Iteration 27Q (186027.650000 sec): 3 clusters
  Score: Raw -1285177.894953 + Penalty 2990.356782 = -1282187.538171
  nChanged 40
		SP:Iteration 28Q (186027.770000 sec): 3 clusters
  Score: Raw -1285209.786386 + Penalty 2990.356782 = -1282219.429604
  nChanged 37
		SP:Iteration 29Q (186027.900000 sec): 3 clusters
  Score: Raw -1285236.603865 + Penalty 2990.356782 = -1282246.247083
  nChanged 23
		SP:Iteration 30Q (186028.040000 sec): 3 clusters
  Score: Raw -1285252.024005 + Penalty 2990.356782 = -1282261.667223
  nChanged 23
		SP:Iteration 31Q (186028.170000 sec): 3 clusters
  Score: Raw -1285265.771698 + Penalty 2990.356782 = -1282275.414916
  nChanged 18
		SP:Iteration 32Q (186028.310000 sec): 3 clusters
  Score: Raw -1285280.411434 + Penalty 2990.356782 = -1282290.054652
  nChanged 15
		SP:Iteration 33Q (186028.430000 sec): 3 clusters
  Score: Raw -1285292.706968 + Penalty 2990.356782 = -1282302.350186
  nChanged 18
		SP:Iteration 34Q (186028.560000 sec): 3 clusters
  Score: Raw -1285309.686940 + Penalty 2990.356782 = -1282319.330158
  nChanged 13
		SP:Iteration 35Q (186028.710000 sec): 3 clusters
  Score: Raw -1285321.289872 + Penalty 2990.356782 = -1282330.933090
  nChanged 13
		SP:Iteration 36Q (186028.870000 sec): 3 clusters
  Score: Raw -1285330.332385 + Penalty 2990.356782 = -1282339.975603
  nChanged 6
		SP:Iteration 37Q (186029.030000 sec): 3 clusters
  Score: Raw -1285333.687516 + Penalty 2990.356782 = -1282343.330734
  nChanged 3
		SP:Iteration 38Q (186029.160000 sec): 3 clusters
  Score: Raw -1285336.144513 + Penalty 2990.356782 = -1282345.787731
  nChanged 2
		SP:Iteration 39Q (186029.280000 sec): 3 clusters
  Score: Raw -1285337.175298 + Penalty 2990.356782 = -1282346.818516
  nChanged 3
		SP:Iteration 40F (186029.430000 sec): 3 clusters
  Score: Raw -1285339.763368 + Penalty 2990.356782 = -1282349.406586
  nChanged 4
		SP:Iteration 41Q (186029.590000 sec): 3 clusters
  Score: Raw -1285344.034074 + Penalty 2990.356782 = -1282353.677292
  nChanged 3
		SP:Iteration 42Q (186029.740000 sec): 3 clusters
  Score: Raw -1285347.219585 + Penalty 2990.356782 = -1282356.862803
  nChanged 4
		SP:Iteration 43Q (186029.880000 sec): 3 clusters
  Score: Raw -1285350.351086 + Penalty 2990.356782 = -1282359.994304
  nChanged 2
		SP:Iteration 44Q (186029.990000 sec): 3 clusters
  Score: Raw -1285353.762465 + Penalty 2990.356782 = -1282363.405683
  nChanged 3
		SP:Iteration 45Q (186030.110000 sec): 3 clusters
  Score: Raw -1285356.016877 + Penalty 2990.356782 = -1282365.660095
  nChanged 2
		SP:Iteration 46Q (186030.270000 sec): 3 clusters
  Score: Raw -1285357.484544 + Penalty 2990.356782 = -1282367.127762
  nChanged 2
		SP:Iteration 47Q (186030.430000 sec): 3 clusters
  Score: Raw -1285358.945311 + Penalty 2990.356782 = -1282368.588529
  nChanged 0
		SP:Iteration 48F (186030.600000 sec): 3 clusters
  Score: Raw -1285358.945311 + Penalty 2990.356782 = -1282368.588529
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.12 GB.

 Trying to split cluster 67 (154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186030.660000 sec): 2 clusters
  Score: Raw -16308.279595 + Penalty 818.504798 = -15489.774797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186030.670000 sec): 3 clusters
  Score: Raw -16519.439539 + Penalty 1637.009596 = -14882.429943
  nChanged 15
		SP:Iteration 1F (186030.670000 sec): 3 clusters
  Score: Raw -16581.520360 + Penalty 1637.009596 = -14944.510765
  nChanged 3
		SP:Iteration 2Q (186030.670000 sec): 3 clusters
  Score: Raw -16588.342342 + Penalty 1637.009596 = -14951.332746
  nChanged 0
		SP:Iteration 3F (186030.680000 sec): 3 clusters
  Score: Raw -16588.342342 + Penalty 1637.009596 = -14951.332746
  nChanged 0
------ Evaluating fit on full set of 5746635 points ------
  Score: Raw -670934900.695729 + Penalty 169454.411200 = -670765446.284529
Time taken for this iteration:125896.400000 seconds.
 21->68 Clusters: Score -670765446.284529, best is -670774561.887029

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 84956 (time per iteration =539.209926 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 3391312024512.000000 (time per metric unit =13.507786ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 81391488588288.000000 (time per metric unit=562.824434ps)

That took 45809.118463 seconds.
